warning: commands will be executed using /bin/sh
job 3672 at Thu Nov 26 00:54:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse44-151123/YutaMouse44-151123
ElecNo	1
UseFeatures	11111111111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 20.93 and 31.39 GB of RAM.
Memory request: 10.46 GB would take us to total of 10.46 GB.
----------------------------------------------------------
Loaded 5617581 data points of dimension 30.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 3.49 GB would take us to total of 13.95 GB.
------ Running on subset of 1872527 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 11 (19134 points): Lose 946.750510 but Gain 3581.814255
Iteration 0F (189.590000 sec): 19 clusters
  Score: Raw -275388026.430767 + Penalty 64472.656582 = -275323553.774185
  nChanged 1771719
Iteration 1F (279.860000 sec): 19 clusters
  Score: Raw -280883388.974271 + Penalty 64472.656582 = -280818916.317690
  nChanged 967839
Iteration 2F (371.830000 sec): 19 clusters
  Score: Raw -284948262.675401 + Penalty 64472.656582 = -284883790.018819
  nChanged 677390
Iteration 3F (475.620000 sec): 19 clusters
  Score: Raw -286200960.274844 + Penalty 64472.656582 = -286136487.618262
  nChanged 376783
Iteration 4F (579.800000 sec): 19 clusters
  Score: Raw -286852305.814931 + Penalty 64472.656582 = -286787833.158349
  nChanged 276714
Iteration 5F (684.700000 sec): 19 clusters
  Score: Raw -287257749.599302 + Penalty 64472.656582 = -287193276.942720
  nChanged 212601
Iteration 6F (786.390000 sec): 19 clusters
  Score: Raw -287528356.070712 + Penalty 64472.656582 = -287463883.414130
  nChanged 159384
Iteration 7F (888.530000 sec): 19 clusters
  Score: Raw -287711558.500416 + Penalty 64472.656582 = -287647085.843835
  nChanged 120855
Iteration 8F (993.950000 sec): 19 clusters
  Score: Raw -287827551.710041 + Penalty 64472.656582 = -287763079.053459
  nChanged 96298
Iteration 9F (1101.800000 sec): 19 clusters
  Score: Raw -287913922.136178 + Penalty 64472.656582 = -287849449.479596
  nChanged 76657
Iteration 10Q (1181.900000 sec): 19 clusters
  Score: Raw -287969431.621704 + Penalty 64472.656582 = -287904958.965123
  nChanged 60413
Iteration 11Q (1255.990000 sec): 19 clusters
  Score: Raw -288001199.608680 + Penalty 64472.656582 = -287936726.952098
  nChanged 48250
Iteration 12Q (1332.720000 sec): 19 clusters
  Score: Raw -288023370.193338 + Penalty 64472.656582 = -287958897.536756
  nChanged 40415
Iteration 13Q (1410.240000 sec): 19 clusters
  Score: Raw -288042014.878276 + Penalty 64472.656582 = -287977542.221694
  nChanged 35612
Iteration 14Q (1485.680000 sec): 19 clusters
  Score: Raw -288058484.581425 + Penalty 64472.656582 = -287994011.924844
  nChanged 32740
Iteration 15Q (1561.140000 sec): 19 clusters
  Score: Raw -288074845.734605 + Penalty 64472.656582 = -288010373.078024
  nChanged 32186
Iteration 16Q (1635.300000 sec): 19 clusters
  Score: Raw -288093691.906469 + Penalty 64472.656582 = -288029219.249887
  nChanged 32697
Iteration 17Q (1712.160000 sec): 19 clusters
  Score: Raw -288112851.663986 + Penalty 64472.656582 = -288048379.007404
  nChanged 32274
Iteration 18Q (1790.780000 sec): 19 clusters
  Score: Raw -288132618.343884 + Penalty 64472.656582 = -288068145.687302
  nChanged 30192
Iteration 19Q (1868.610000 sec): 19 clusters
  Score: Raw -288149497.411005 + Penalty 64472.656582 = -288085024.754424
  nChanged 27047
Writing temp clu file 
Because OldScore, -288068145.687302, is greater than current (better) Score,-288085024.754424 
 Compute initial score before splitting:   Score: Raw -288149497.411005 + Penalty 64472.656582 = -288085024.754424
Memory request: 0.11 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (60101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1869.430000 sec): 2 clusters
  Score: Raw -9398738.110615 + Penalty 2728.937876 = -9396009.172739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1870.000000 sec): 3 clusters
  Score: Raw -9361151.844600 + Penalty 5457.875753 = -9355693.968847
  nChanged 28154
		SP:Iteration 1F (1870.720000 sec): 3 clusters
  Score: Raw -9380879.444632 + Penalty 5457.875753 = -9375421.568880
  nChanged 5163
		SP:Iteration 2F (1871.260000 sec): 3 clusters
  Score: Raw -9387698.770487 + Penalty 5457.875753 = -9382240.894735
  nChanged 5881
		SP:Iteration 3F (1871.980000 sec): 3 clusters
  Score: Raw -9394741.202740 + Penalty 5457.875753 = -9389283.326987
  nChanged 5609
		SP:Iteration 4F (1872.520000 sec): 3 clusters
  Score: Raw -9400332.619643 + Penalty 5457.875753 = -9394874.743891
  nChanged 4539
		SP:Iteration 5F (1873.170000 sec): 3 clusters
  Score: Raw -9404250.144624 + Penalty 5457.875753 = -9398792.268872
  nChanged 3385
		SP:Iteration 6F (1873.760000 sec): 3 clusters
  Score: Raw -9406938.144677 + Penalty 5457.875753 = -9401480.268924
  nChanged 2553
		SP:Iteration 7Q (1874.480000 sec): 3 clusters
  Score: Raw -9408911.108214 + Penalty 5457.875753 = -9403453.232462
  nChanged 2022
		SP:Iteration 8Q (1875.050000 sec): 3 clusters
  Score: Raw -9410543.004557 + Penalty 5457.875753 = -9405085.128804
  nChanged 1743
		SP:Iteration 9Q (1875.700000 sec): 3 clusters
  Score: Raw -9411893.771988 + Penalty 5457.875753 = -9406435.896235
  nChanged 1430
		SP:Iteration 10Q (1876.260000 sec): 3 clusters
  Score: Raw -9412873.105119 + Penalty 5457.875753 = -9407415.229366
  nChanged 1158
		SP:Iteration 11Q (1876.900000 sec): 3 clusters
  Score: Raw -9413634.801625 + Penalty 5457.875753 = -9408176.925873
  nChanged 965
		SP:Iteration 12Q (1877.450000 sec): 3 clusters
  Score: Raw -9414241.062298 + Penalty 5457.875753 = -9408783.186546
  nChanged 782
		SP:Iteration 13Q (1878.070000 sec): 3 clusters
  Score: Raw -9414718.950675 + Penalty 5457.875753 = -9409261.074922
  nChanged 736
		SP:Iteration 14Q (1878.510000 sec): 3 clusters
  Score: Raw -9415124.514596 + Penalty 5457.875753 = -9409666.638843
  nChanged 625
		SP:Iteration 15Q (1879.160000 sec): 3 clusters
  Score: Raw -9415445.897812 + Penalty 5457.875753 = -9409988.022059
  nChanged 516
		SP:Iteration 16Q (1879.720000 sec): 3 clusters
  Score: Raw -9415683.948404 + Penalty 5457.875753 = -9410226.072652
  nChanged 460
		SP:Iteration 17Q (1880.320000 sec): 3 clusters
  Score: Raw -9415850.308347 + Penalty 5457.875753 = -9410392.432594
  nChanged 361
		SP:Iteration 18Q (1880.880000 sec): 3 clusters
  Score: Raw -9415992.548195 + Penalty 5457.875753 = -9410534.672442
  nChanged 289
		SP:Iteration 19Q (1881.490000 sec): 3 clusters
  Score: Raw -9416066.287734 + Penalty 5457.875753 = -9410608.411982
  nChanged 234
		SP:Iteration 20F (1882.040000 sec): 3 clusters
  Score: Raw -9416463.753417 + Penalty 5457.875753 = -9411005.877664
  nChanged 326
		SP:Iteration 21Q (1882.670000 sec): 3 clusters
  Score: Raw -9416651.763848 + Penalty 5457.875753 = -9411193.888096
  nChanged 373
		SP:Iteration 22Q (1883.200000 sec): 3 clusters
  Score: Raw -9416738.225385 + Penalty 5457.875753 = -9411280.349633
  nChanged 332
		SP:Iteration 23Q (1883.910000 sec): 3 clusters
  Score: Raw -9416796.152398 + Penalty 5457.875753 = -9411338.276645
  nChanged 286
		SP:Iteration 24Q (1884.480000 sec): 3 clusters
  Score: Raw -9416847.550636 + Penalty 5457.875753 = -9411389.674883
  nChanged 268
		SP:Iteration 25Q (1885.130000 sec): 3 clusters
  Score: Raw -9416902.307942 + Penalty 5457.875753 = -9411444.432189
  nChanged 266
		SP:Iteration 26Q (1885.630000 sec): 3 clusters
  Score: Raw -9416955.185198 + Penalty 5457.875753 = -9411497.309446
  nChanged 273
		SP:Iteration 27Q (1886.280000 sec): 3 clusters
  Score: Raw -9417013.398879 + Penalty 5457.875753 = -9411555.523126
  nChanged 274
		SP:Iteration 28Q (1886.760000 sec): 3 clusters
  Score: Raw -9417072.466336 + Penalty 5457.875753 = -9411614.590583
  nChanged 297
		SP:Iteration 29Q (1887.440000 sec): 3 clusters
  Score: Raw -9417153.233593 + Penalty 5457.875753 = -9411695.357841
  nChanged 320
		SP:Iteration 30Q (1887.930000 sec): 3 clusters
  Score: Raw -9417251.563267 + Penalty 5457.875753 = -9411793.687515
  nChanged 369
		SP:Iteration 31Q (1888.500000 sec): 3 clusters
  Score: Raw -9417374.664800 + Penalty 5457.875753 = -9411916.789047
  nChanged 389
		SP:Iteration 32Q (1889.030000 sec): 3 clusters
  Score: Raw -9417517.469479 + Penalty 5457.875753 = -9412059.593726
  nChanged 427
		SP:Iteration 33Q (1889.630000 sec): 3 clusters
  Score: Raw -9417700.193099 + Penalty 5457.875753 = -9412242.317346
  nChanged 496
		SP:Iteration 34Q (1890.200000 sec): 3 clusters
  Score: Raw -9417950.393478 + Penalty 5457.875753 = -9412492.517725
  nChanged 533
		SP:Iteration 35Q (1890.830000 sec): 3 clusters
  Score: Raw -9418205.079458 + Penalty 5457.875753 = -9412747.203706
  nChanged 569
		SP:Iteration 36Q (1891.390000 sec): 3 clusters
  Score: Raw -9418488.942024 + Penalty 5457.875753 = -9413031.066271
  nChanged 581
		SP:Iteration 37Q (1892.040000 sec): 3 clusters
  Score: Raw -9418808.509278 + Penalty 5457.875753 = -9413350.633525
  nChanged 598
		SP:Iteration 38Q (1892.520000 sec): 3 clusters
  Score: Raw -9419183.396602 + Penalty 5457.875753 = -9413725.520849
  nChanged 582
		SP:Iteration 39Q (1893.170000 sec): 3 clusters
  Score: Raw -9419620.002078 + Penalty 5457.875753 = -9414162.126326
  nChanged 611
		SP:Iteration 40F (1893.720000 sec): 3 clusters
  Score: Raw -9420301.630588 + Penalty 5457.875753 = -9414843.754836
  nChanged 646
		SP:Iteration 41Q (1894.310000 sec): 3 clusters
  Score: Raw -9421278.667769 + Penalty 5457.875753 = -9415820.792016
  nChanged 520
		SP:Iteration 42Q (1894.870000 sec): 3 clusters
  Score: Raw -9421905.137654 + Penalty 5457.875753 = -9416447.261902
  nChanged 289
		SP:Iteration 43Q (1895.460000 sec): 3 clusters
  Score: Raw -9422069.388521 + Penalty 5457.875753 = -9416611.512768
  nChanged 151
		SP:Iteration 44Q (1896.040000 sec): 3 clusters
  Score: Raw -9422130.851603 + Penalty 5457.875753 = -9416672.975851
  nChanged 86
		SP:Iteration 45Q (1896.650000 sec): 3 clusters
  Score: Raw -9422152.697916 + Penalty 5457.875753 = -9416694.822163
  nChanged 52
		SP:Iteration 46Q (1897.160000 sec): 3 clusters
  Score: Raw -9422162.509756 + Penalty 5457.875753 = -9416704.634003
  nChanged 33
		SP:Iteration 47Q (1897.790000 sec): 3 clusters
  Score: Raw -9422165.803234 + Penalty 5457.875753 = -9416707.927481
  nChanged 17
		SP:Iteration 48Q (1898.360000 sec): 3 clusters
  Score: Raw -9422166.794179 + Penalty 5457.875753 = -9416708.918426
  nChanged 11
		SP:Iteration 49Q (1899.000000 sec): 3 clusters
  Score: Raw -9422167.480389 + Penalty 5457.875753 = -9416709.604636
  nChanged 7
		SP:Iteration 50Q (1899.480000 sec): 3 clusters
  Score: Raw -9422167.809557 + Penalty 5457.875753 = -9416709.933804
  nChanged 3
		SP:Iteration 51Q (1900.140000 sec): 3 clusters
  Score: Raw -9422167.945513 + Penalty 5457.875753 = -9416710.069760
  nChanged 1
		SP:Iteration 52Q (1900.550000 sec): 3 clusters
  Score: Raw -9422167.970937 + Penalty 5457.875753 = -9416710.095184
  nChanged 0
		SP:Iteration 53F (1901.150000 sec): 3 clusters
  Score: Raw -9422167.970937 + Penalty 5457.875753 = -9416710.095184
  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 14.07 GB.

 Trying to split cluster 2 (222568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1902.710000 sec): 2 clusters
  Score: Raw -35800524.485285 + Penalty 3053.621012 = -35797470.864273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1904.840000 sec): 3 clusters
  Score: Raw -35654373.032737 + Penalty 6107.242024 = -35648265.790713
  nChanged 107303
		SP:Iteration 1F (1906.690000 sec): 3 clusters
  Score: Raw -35718891.348598 + Penalty 6107.242024 = -35712784.106574
  nChanged 8773
		SP:Iteration 2Q (1908.670000 sec): 3 clusters
  Score: Raw -35721830.138456 + Penalty 6107.242024 = -35715722.896432
  nChanged 10726
		SP:Iteration 3Q (1910.610000 sec): 3 clusters
  Score: Raw -35726340.693699 + Penalty 6107.242024 = -35720233.451675
  nChanged 13106
		SP:Iteration 4F (1912.440000 sec): 3 clusters
  Score: Raw -35732951.596126 + Penalty 6107.242024 = -35726844.354102
  nChanged 14708
		SP:Iteration 5F (1914.310000 sec): 3 clusters
  Score: Raw -35741216.388562 + Penalty 6107.242024 = -35735109.146538
  nChanged 15040
		SP:Iteration 6F (1916.180000 sec): 3 clusters
  Score: Raw -35750253.533773 + Penalty 6107.242024 = -35744146.291749
  nChanged 14229
		SP:Iteration 7F (1917.950000 sec): 3 clusters
  Score: Raw -35759093.740827 + Penalty 6107.242024 = -35752986.498803
  nChanged 12524
		SP:Iteration 8F (1919.560000 sec): 3 clusters
  Score: Raw -35767426.463567 + Penalty 6107.242024 = -35761319.221543
  nChanged 11059
		SP:Iteration 9Q (1921.240000 sec): 3 clusters
  Score: Raw -35775450.831111 + Penalty 6107.242024 = -35769343.589087
  nChanged 9543
		SP:Iteration 10Q (1922.900000 sec): 3 clusters
  Score: Raw -35782934.636453 + Penalty 6107.242024 = -35776827.394429
  nChanged 7777
		SP:Iteration 11Q (1924.480000 sec): 3 clusters
  Score: Raw -35789302.232775 + Penalty 6107.242024 = -35783194.990751
  nChanged 5876
		SP:Iteration 12Q (1926.010000 sec): 3 clusters
  Score: Raw -35794100.011427 + Penalty 6107.242024 = -35787992.769403
  nChanged 3944
		SP:Iteration 13Q (1927.500000 sec): 3 clusters
  Score: Raw -35797327.999381 + Penalty 6107.242024 = -35791220.757357
  nChanged 2361
		SP:Iteration 14Q (1929.070000 sec): 3 clusters
  Score: Raw -35799356.043838 + Penalty 6107.242024 = -35793248.801814
  nChanged 1134
		SP:Iteration 15Q (1930.390000 sec): 3 clusters
  Score: Raw -35800478.642092 + Penalty 6107.242024 = -35794371.400068
  nChanged 560
		SP:Iteration 16Q (1931.740000 sec): 3 clusters
  Score: Raw -35801030.817331 + Penalty 6107.242024 = -35794923.575307
  nChanged 384
		SP:Iteration 17Q (1933.050000 sec): 3 clusters
  Score: Raw -35801373.777175 + Penalty 6107.242024 = -35795266.535151
  nChanged 288
		SP:Iteration 18Q (1934.390000 sec): 3 clusters
  Score: Raw -35801486.248436 + Penalty 6107.242024 = -35795379.006412
  nChanged 187
		SP:Iteration 19Q (1935.680000 sec): 3 clusters
  Score: Raw -35801544.565463 + Penalty 6107.242024 = -35795437.323439
  nChanged 145
		SP:Iteration 20F (1937.150000 sec): 3 clusters
  Score: Raw -35801586.243320 + Penalty 6107.242024 = -35795479.001296
  nChanged 114
		SP:Iteration 21Q (1938.560000 sec): 3 clusters
  Score: Raw -35801615.192992 + Penalty 6107.242024 = -35795507.950968
  nChanged 82
		SP:Iteration 22Q (1939.930000 sec): 3 clusters
  Score: Raw -35801635.738904 + Penalty 6107.242024 = -35795528.496880
  nChanged 77
		SP:Iteration 23Q (1941.310000 sec): 3 clusters
  Score: Raw -35801651.571385 + Penalty 6107.242024 = -35795544.329361
  nChanged 47
		SP:Iteration 24Q (1942.760000 sec): 3 clusters
  Score: Raw -35801659.074986 + Penalty 6107.242024 = -35795551.832962
  nChanged 29
		SP:Iteration 25Q (1944.300000 sec): 3 clusters
  Score: Raw -35801664.119891 + Penalty 6107.242024 = -35795556.877867
  nChanged 26
		SP:Iteration 26Q (1945.630000 sec): 3 clusters
  Score: Raw -35801668.564610 + Penalty 6107.242024 = -35795561.322586
  nChanged 15
		SP:Iteration 27Q (1947.040000 sec): 3 clusters
  Score: Raw -35801671.428536 + Penalty 6107.242024 = -35795564.186512
  nChanged 17
		SP:Iteration 28Q (1948.430000 sec): 3 clusters
  Score: Raw -35801674.717231 + Penalty 6107.242024 = -35795567.475207
  nChanged 21
		SP:Iteration 29Q (1949.910000 sec): 3 clusters
  Score: Raw -35801678.592737 + Penalty 6107.242024 = -35795571.350713
  nChanged 19
		SP:Iteration 30Q (1951.340000 sec): 3 clusters
  Score: Raw -35801682.165855 + Penalty 6107.242024 = -35795574.923831
  nChanged 15
		SP:Iteration 31Q (1952.760000 sec): 3 clusters
  Score: Raw -35801684.457614 + Penalty 6107.242024 = -35795577.215589
  nChanged 10
		SP:Iteration 32Q (1954.250000 sec): 3 clusters
  Score: Raw -35801685.901255 + Penalty 6107.242024 = -35795578.659231
  nChanged 7
		SP:Iteration 33Q (1955.700000 sec): 3 clusters
  Score: Raw -35801686.975671 + Penalty 6107.242024 = -35795579.733647
  nChanged 8
		SP:Iteration 34Q (1957.140000 sec): 3 clusters
  Score: Raw -35801687.980763 + Penalty 6107.242024 = -35795580.738739
  nChanged 5
		SP:Iteration 35Q (1958.640000 sec): 3 clusters
  Score: Raw -35801688.584879 + Penalty 6107.242024 = -35795581.342854
  nChanged 4
		SP:Iteration 36Q (1960.050000 sec): 3 clusters
  Score: Raw -35801689.051457 + Penalty 6107.242024 = -35795581.809433
  nChanged 2
		SP:Iteration 37Q (1961.530000 sec): 3 clusters
  Score: Raw -35801689.404968 + Penalty 6107.242024 = -35795582.162944
  nChanged 2
		SP:Iteration 38Q (1963.020000 sec): 3 clusters
  Score: Raw -35801689.705876 + Penalty 6107.242024 = -35795582.463852
  nChanged 3
		SP:Iteration 39Q (1964.600000 sec): 3 clusters
  Score: Raw -35801690.378719 + Penalty 6107.242024 = -35795583.136695
  nChanged 5
		SP:Iteration 40F (1966.190000 sec): 3 clusters
  Score: Raw -35801691.292561 + Penalty 6107.242024 = -35795584.050536
  nChanged 3
		SP:Iteration 41Q (1967.570000 sec): 3 clusters
  Score: Raw -35801691.563516 + Penalty 6107.242024 = -35795584.321492
  nChanged 3
		SP:Iteration 42Q (1969.550000 sec): 3 clusters
  Score: Raw -35801692.065578 + Penalty 6107.242024 = -35795584.823554
  nChanged 5
		SP:Iteration 43Q (1971.550000 sec): 3 clusters
  Score: Raw -35801692.795640 + Penalty 6107.242024 = -35795585.553616
  nChanged 4
		SP:Iteration 44Q (1973.550000 sec): 3 clusters
  Score: Raw -35801693.296114 + Penalty 6107.242024 = -35795586.054090
  nChanged 3
		SP:Iteration 45Q (1975.520000 sec): 3 clusters
  Score: Raw -35801693.779812 + Penalty 6107.242024 = -35795586.537788
  nChanged 4
		SP:Iteration 46Q (1977.000000 sec): 3 clusters
  Score: Raw -35801694.319920 + Penalty 6107.242024 = -35795587.077896
  nChanged 2
		SP:Iteration 47Q (1978.460000 sec): 3 clusters
  Score: Raw -35801694.528055 + Penalty 6107.242024 = -35795587.286031
  nChanged 3
		SP:Iteration 48Q (1979.920000 sec): 3 clusters
  Score: Raw -35801695.006248 + Penalty 6107.242024 = -35795587.764224
  nChanged 3
		SP:Iteration 49Q (1981.380000 sec): 3 clusters
  Score: Raw -35801695.402680 + Penalty 6107.242024 = -35795588.160656
  nChanged 2
		SP:Iteration 50Q (1982.860000 sec): 3 clusters
  Score: Raw -35801695.595560 + Penalty 6107.242024 = -35795588.353536
  nChanged 2
		SP:Iteration 51Q (1984.280000 sec): 3 clusters
  Score: Raw -35801696.064838 + Penalty 6107.242024 = -35795588.822814
  nChanged 3
		SP:Iteration 52Q (1985.800000 sec): 3 clusters
  Score: Raw -35801696.311920 + Penalty 6107.242024 = -35795589.069896
  nChanged 2
		SP:Iteration 53Q (1987.320000 sec): 3 clusters
  Score: Raw -35801696.546513 + Penalty 6107.242024 = -35795589.304488
  nChanged 2
		SP:Iteration 54Q (1988.780000 sec): 3 clusters
  Score: Raw -35801696.834522 + Penalty 6107.242024 = -35795589.592498
  nChanged 1
		SP:Iteration 55Q (1990.220000 sec): 3 clusters
  Score: Raw -35801696.925228 + Penalty 6107.242024 = -35795589.683204
  nChanged 1
		SP:Iteration 56Q (1991.610000 sec): 3 clusters
  Score: Raw -35801697.063062 + Penalty 6107.242024 = -35795589.821038
  nChanged 0
		SP:Iteration 57F (1993.050000 sec): 3 clusters
  Score: Raw -35801697.063062 + Penalty 6107.242024 = -35795589.821038
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (26591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1993.360000 sec): 2 clusters
  Score: Raw -3913091.591165 + Penalty 2526.705367 = -3910564.885798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1993.700000 sec): 3 clusters
  Score: Raw -3897394.969362 + Penalty 5053.410733 = -3892341.558628
  nChanged 11769
		SP:Iteration 1F (1994.060000 sec): 3 clusters
  Score: Raw -3904493.904549 + Penalty 5053.410733 = -3899440.493815
  nChanged 2005
		SP:Iteration 2F (1994.380000 sec): 3 clusters
  Score: Raw -3906150.999098 + Penalty 5053.410733 = -3901097.588365
  nChanged 2164
		SP:Iteration 3F (1994.720000 sec): 3 clusters
  Score: Raw -3907975.121705 + Penalty 5053.410733 = -3902921.710971
  nChanged 2105
		SP:Iteration 4F (1995.080000 sec): 3 clusters
  Score: Raw -3909433.074272 + Penalty 5053.410733 = -3904379.663539
  nChanged 1754
		SP:Iteration 5F (1995.440000 sec): 3 clusters
  Score: Raw -3910526.769243 + Penalty 5053.410733 = -3905473.358510
  nChanged 1442
		SP:Iteration 6F (1995.770000 sec): 3 clusters
  Score: Raw -3911407.654104 + Penalty 5053.410733 = -3906354.243371
  nChanged 1287
		SP:Iteration 7Q (1996.120000 sec): 3 clusters
  Score: Raw -3912203.437060 + Penalty 5053.410733 = -3907150.026327
  nChanged 1093
		SP:Iteration 8Q (1996.490000 sec): 3 clusters
  Score: Raw -3913082.769644 + Penalty 5053.410733 = -3908029.358911
  nChanged 1101
		SP:Iteration 9Q (1996.850000 sec): 3 clusters
  Score: Raw -3914065.013480 + Penalty 5053.410733 = -3909011.602746
  nChanged 1053
		SP:Iteration 10Q (1997.210000 sec): 3 clusters
  Score: Raw -3914850.545016 + Penalty 5053.410733 = -3909797.134282
  nChanged 939
		SP:Iteration 11Q (1997.570000 sec): 3 clusters
  Score: Raw -3915429.661439 + Penalty 5053.410733 = -3910376.250705
  nChanged 862
		SP:Iteration 12Q (1997.890000 sec): 3 clusters
  Score: Raw -3915912.695739 + Penalty 5053.410733 = -3910859.285006
  nChanged 727
		SP:Iteration 13Q (1998.210000 sec): 3 clusters
  Score: Raw -3916344.180534 + Penalty 5053.410733 = -3911290.769800
  nChanged 717
		SP:Iteration 14Q (1998.560000 sec): 3 clusters
  Score: Raw -3916801.919642 + Penalty 5053.410733 = -3911748.508908
  nChanged 660
		SP:Iteration 15Q (1998.880000 sec): 3 clusters
  Score: Raw -3917289.255301 + Penalty 5053.410733 = -3912235.844567
  nChanged 584
		SP:Iteration 16Q (1999.180000 sec): 3 clusters
  Score: Raw -3917685.103723 + Penalty 5053.410733 = -3912631.692990
  nChanged 484
		SP:Iteration 17Q (1999.520000 sec): 3 clusters
  Score: Raw -3917951.277064 + Penalty 5053.410733 = -3912897.866331
  nChanged 360
		SP:Iteration 18Q (1999.850000 sec): 3 clusters
  Score: Raw -3918113.594237 + Penalty 5053.410733 = -3913060.183503
  nChanged 253
		SP:Iteration 19Q (2000.190000 sec): 3 clusters
  Score: Raw -3918194.818811 + Penalty 5053.410733 = -3913141.408078
  nChanged 164
		SP:Iteration 20F (2000.560000 sec): 3 clusters
  Score: Raw -3918235.432549 + Penalty 5053.410733 = -3913182.021816
  nChanged 134
		SP:Iteration 21Q (2000.900000 sec): 3 clusters
  Score: Raw -3918261.752511 + Penalty 5053.410733 = -3913208.341777
  nChanged 98
		SP:Iteration 22Q (2001.240000 sec): 3 clusters
  Score: Raw -3918277.522299 + Penalty 5053.410733 = -3913224.111566
  nChanged 71
		SP:Iteration 23Q (2001.570000 sec): 3 clusters
  Score: Raw -3918288.686049 + Penalty 5053.410733 = -3913235.275315
  nChanged 65
		SP:Iteration 24Q (2001.880000 sec): 3 clusters
  Score: Raw -3918295.723238 + Penalty 5053.410733 = -3913242.312505
  nChanged 47
		SP:Iteration 25Q (2002.220000 sec): 3 clusters
  Score: Raw -3918300.136826 + Penalty 5053.410733 = -3913246.726092
  nChanged 40
		SP:Iteration 26Q (2002.540000 sec): 3 clusters
  Score: Raw -3918303.757811 + Penalty 5053.410733 = -3913250.347078
  nChanged 33
		SP:Iteration 27Q (2002.890000 sec): 3 clusters
  Score: Raw -3918306.710992 + Penalty 5053.410733 = -3913253.300259
  nChanged 24
		SP:Iteration 28Q (2003.220000 sec): 3 clusters
  Score: Raw -3918309.002683 + Penalty 5053.410733 = -3913255.591950
  nChanged 28
		SP:Iteration 29Q (2003.590000 sec): 3 clusters
  Score: Raw -3918310.985594 + Penalty 5053.410733 = -3913257.574861
  nChanged 24
		SP:Iteration 30Q (2003.890000 sec): 3 clusters
  Score: Raw -3918312.702327 + Penalty 5053.410733 = -3913259.291594
  nChanged 18
		SP:Iteration 31Q (2004.240000 sec): 3 clusters
  Score: Raw -3918314.017480 + Penalty 5053.410733 = -3913260.606747
  nChanged 12
		SP:Iteration 32Q (2004.590000 sec): 3 clusters
  Score: Raw -3918314.613426 + Penalty 5053.410733 = -3913261.202693
  nChanged 11
		SP:Iteration 33Q (2004.920000 sec): 3 clusters
  Score: Raw -3918315.444902 + Penalty 5053.410733 = -3913262.034169
  nChanged 13
		SP:Iteration 34Q (2005.260000 sec): 3 clusters
  Score: Raw -3918316.359149 + Penalty 5053.410733 = -3913262.948415
  nChanged 17
		SP:Iteration 35Q (2005.600000 sec): 3 clusters
  Score: Raw -3918317.566235 + Penalty 5053.410733 = -3913264.155502
  nChanged 17
		SP:Iteration 36Q (2005.920000 sec): 3 clusters
  Score: Raw -3918318.593386 + Penalty 5053.410733 = -3913265.182652
  nChanged 12
		SP:Iteration 37Q (2006.240000 sec): 3 clusters
  Score: Raw -3918319.466298 + Penalty 5053.410733 = -3913266.055565
  nChanged 11
		SP:Iteration 38Q (2006.640000 sec): 3 clusters
  Score: Raw -3918320.123341 + Penalty 5053.410733 = -3913266.712607
  nChanged 9
		SP:Iteration 39Q (2006.930000 sec): 3 clusters
  Score: Raw -3918320.683415 + Penalty 5053.410733 = -3913267.272682
  nChanged 11
		SP:Iteration 40F (2007.310000 sec): 3 clusters
  Score: Raw -3918321.561889 + Penalty 5053.410733 = -3913268.151155
  nChanged 12
		SP:Iteration 41Q (2007.630000 sec): 3 clusters
  Score: Raw -3918322.750680 + Penalty 5053.410733 = -3913269.339947
  nChanged 14
		SP:Iteration 42Q (2007.940000 sec): 3 clusters
  Score: Raw -3918323.847364 + Penalty 5053.410733 = -3913270.436631
  nChanged 12
		SP:Iteration 43Q (2008.280000 sec): 3 clusters
  Score: Raw -3918324.943622 + Penalty 5053.410733 = -3913271.532889
  nChanged 16
		SP:Iteration 44Q (2008.570000 sec): 3 clusters
  Score: Raw -3918325.888055 + Penalty 5053.410733 = -3913272.477321
  nChanged 13
		SP:Iteration 45Q (2008.900000 sec): 3 clusters
  Score: Raw -3918326.700886 + Penalty 5053.410733 = -3913273.290153
  nChanged 13
		SP:Iteration 46Q (2009.260000 sec): 3 clusters
  Score: Raw -3918327.401818 + Penalty 5053.410733 = -3913273.991084
  nChanged 8
		SP:Iteration 47Q (2009.570000 sec): 3 clusters
  Score: Raw -3918327.914520 + Penalty 5053.410733 = -3913274.503787
  nChanged 9
		SP:Iteration 48Q (2009.900000 sec): 3 clusters
  Score: Raw -3918328.401516 + Penalty 5053.410733 = -3913274.990782
  nChanged 5
		SP:Iteration 49Q (2010.230000 sec): 3 clusters
  Score: Raw -3918328.619150 + Penalty 5053.410733 = -3913275.208416
  nChanged 4
		SP:Iteration 50Q (2010.540000 sec): 3 clusters
  Score: Raw -3918328.875673 + Penalty 5053.410733 = -3913275.464940
  nChanged 5
		SP:Iteration 51Q (2010.860000 sec): 3 clusters
  Score: Raw -3918329.131824 + Penalty 5053.410733 = -3913275.721090
  nChanged 4
		SP:Iteration 52Q (2011.180000 sec): 3 clusters
  Score: Raw -3918329.299146 + Penalty 5053.410733 = -3913275.888413
  nChanged 3
		SP:Iteration 53Q (2011.500000 sec): 3 clusters
  Score: Raw -3918329.452687 + Penalty 5053.410733 = -3913276.041954
  nChanged 4
		SP:Iteration 54Q (2011.810000 sec): 3 clusters
  Score: Raw -3918329.786800 + Penalty 5053.410733 = -3913276.376067
  nChanged 6
		SP:Iteration 55Q (2012.110000 sec): 3 clusters
  Score: Raw -3918330.144451 + Penalty 5053.410733 = -3913276.733717
  nChanged 6
		SP:Iteration 56Q (2012.460000 sec): 3 clusters
  Score: Raw -3918330.555282 + Penalty 5053.410733 = -3913277.144548
  nChanged 7
		SP:Iteration 57Q (2012.800000 sec): 3 clusters
  Score: Raw -3918331.071249 + Penalty 5053.410733 = -3913277.660515
  nChanged 6
		SP:Iteration 58Q (2013.170000 sec): 3 clusters
  Score: Raw -3918331.326350 + Penalty 5053.410733 = -3913277.915616
  nChanged 2
		SP:Iteration 59Q (2013.530000 sec): 3 clusters
  Score: Raw -3918331.437086 + Penalty 5053.410733 = -3913278.026353
  nChanged 2
		SP:Iteration 60F (2013.910000 sec): 3 clusters
  Score: Raw -3918331.478881 + Penalty 5053.410733 = -3913278.068148
  nChanged 1
		SP:Iteration 61Q (2014.210000 sec): 3 clusters
  Score: Raw -3918331.517881 + Penalty 5053.410733 = -3913278.107148
  nChanged 2
		SP:Iteration 62Q (2014.520000 sec): 3 clusters
  Score: Raw -3918331.657289 + Penalty 5053.410733 = -3913278.246556
  nChanged 3
		SP:Iteration 63Q (2014.790000 sec): 3 clusters
  Score: Raw -3918331.805285 + Penalty 5053.410733 = -3913278.394551
  nChanged 1
		SP:Iteration 64Q (2015.160000 sec): 3 clusters
  Score: Raw -3918331.847865 + Penalty 5053.410733 = -3913278.437131
  nChanged 1
		SP:Iteration 65Q (2015.530000 sec): 3 clusters
  Score: Raw -3918331.899963 + Penalty 5053.410733 = -3913278.489230
  nChanged 0
		SP:Iteration 66F (2015.910000 sec): 3 clusters
  Score: Raw -3918331.899963 + Penalty 5053.410733 = -3913278.489230
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (234324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2017.680000 sec): 2 clusters
  Score: Raw -38024188.796531 + Penalty 3066.386093 = -38021122.410438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2019.240000 sec): 3 clusters
  Score: Raw -37869973.119493 + Penalty 6132.772186 = -37863840.347307
  nChanged 112940
		SP:Iteration 1F (2020.970000 sec): 3 clusters
  Score: Raw -37937017.135532 + Penalty 6132.772186 = -37930884.363346
  nChanged 8144
		SP:Iteration 2Q (2022.710000 sec): 3 clusters
  Score: Raw -37939701.723444 + Penalty 6132.772186 = -37933568.951259
  nChanged 10570
		SP:Iteration 3Q (2024.410000 sec): 3 clusters
  Score: Raw -37944694.762059 + Penalty 6132.772186 = -37938561.989873
  nChanged 14473
		SP:Iteration 4F (2026.010000 sec): 3 clusters
  Score: Raw -37954121.516723 + Penalty 6132.772186 = -37947988.744537
  nChanged 18557
		SP:Iteration 5F (2027.580000 sec): 3 clusters
  Score: Raw -37969346.576159 + Penalty 6132.772186 = -37963213.803974
  nChanged 20446
		SP:Iteration 6F (2029.830000 sec): 3 clusters
  Score: Raw -37988786.657957 + Penalty 6132.772186 = -37982653.885771
  nChanged 17157
		SP:Iteration 7F (2031.980000 sec): 3 clusters
  Score: Raw -38006215.591360 + Penalty 6132.772186 = -38000082.819175
  nChanged 10092
		SP:Iteration 8Q (2034.220000 sec): 3 clusters
  Score: Raw -38017501.469939 + Penalty 6132.772186 = -38011368.697754
  nChanged 4525
		SP:Iteration 9Q (2036.320000 sec): 3 clusters
  Score: Raw -38024769.620397 + Penalty 6132.772186 = -38018636.848211
  nChanged 2923
		SP:Iteration 10Q (2038.500000 sec): 3 clusters
  Score: Raw -38027925.436896 + Penalty 6132.772186 = -38021792.664710
  nChanged 2609
		SP:Iteration 11Q (2040.080000 sec): 3 clusters
  Score: Raw -38029607.471073 + Penalty 6132.772186 = -38023474.698888
  nChanged 2251
		SP:Iteration 12Q (2041.670000 sec): 3 clusters
  Score: Raw -38031098.479430 + Penalty 6132.772186 = -38024965.707245
  nChanged 2284
		SP:Iteration 13Q (2043.320000 sec): 3 clusters
  Score: Raw -38032642.865074 + Penalty 6132.772186 = -38026510.092888
  nChanged 2448
		SP:Iteration 14Q (2045.010000 sec): 3 clusters
  Score: Raw -38034310.043104 + Penalty 6132.772186 = -38028177.270918
  nChanged 2685
		SP:Iteration 15Q (2046.580000 sec): 3 clusters
  Score: Raw -38036109.106662 + Penalty 6132.772186 = -38029976.334476
  nChanged 2857
		SP:Iteration 16Q (2048.180000 sec): 3 clusters
  Score: Raw -38038028.135979 + Penalty 6132.772186 = -38031895.363793
  nChanged 3134
		SP:Iteration 17Q (2049.760000 sec): 3 clusters
  Score: Raw -38040102.098930 + Penalty 6132.772186 = -38033969.326744
  nChanged 3251
		SP:Iteration 18Q (2051.360000 sec): 3 clusters
  Score: Raw -38042341.987032 + Penalty 6132.772186 = -38036209.214846
  nChanged 3518
		SP:Iteration 19Q (2052.970000 sec): 3 clusters
  Score: Raw -38044953.395709 + Penalty 6132.772186 = -38038820.623523
  nChanged 3783
		SP:Iteration 20F (2054.630000 sec): 3 clusters
  Score: Raw -38048315.688270 + Penalty 6132.772186 = -38042182.916084
  nChanged 4305
		SP:Iteration 21Q (2056.370000 sec): 3 clusters
  Score: Raw -38052267.459187 + Penalty 6132.772186 = -38046134.687001
  nChanged 4389
		SP:Iteration 22Q (2057.990000 sec): 3 clusters
  Score: Raw -38056514.125497 + Penalty 6132.772186 = -38050381.353311
  nChanged 4239
		SP:Iteration 23Q (2059.590000 sec): 3 clusters
  Score: Raw -38060516.462878 + Penalty 6132.772186 = -38054383.690692
  nChanged 3823
		SP:Iteration 24Q (2061.170000 sec): 3 clusters
  Score: Raw -38063761.955459 + Penalty 6132.772186 = -38057629.183273
  nChanged 3130
		SP:Iteration 25Q (2062.760000 sec): 3 clusters
  Score: Raw -38065938.120717 + Penalty 6132.772186 = -38059805.348532
  nChanged 2613
		SP:Iteration 26Q (2064.430000 sec): 3 clusters
  Score: Raw -38067393.368829 + Penalty 6132.772186 = -38061260.596643
  nChanged 2013
		SP:Iteration 27Q (2065.890000 sec): 3 clusters
  Score: Raw -38068266.383164 + Penalty 6132.772186 = -38062133.610978
  nChanged 1523
		SP:Iteration 28Q (2067.450000 sec): 3 clusters
  Score: Raw -38068776.879020 + Penalty 6132.772186 = -38062644.106834
  nChanged 1167
		SP:Iteration 29Q (2068.920000 sec): 3 clusters
  Score: Raw -38069078.431843 + Penalty 6132.772186 = -38062945.659657
  nChanged 875
		SP:Iteration 30Q (2070.480000 sec): 3 clusters
  Score: Raw -38069259.339019 + Penalty 6132.772186 = -38063126.566834
  nChanged 612
		SP:Iteration 31Q (2072.120000 sec): 3 clusters
  Score: Raw -38069358.236413 + Penalty 6132.772186 = -38063225.464227
  nChanged 436
		SP:Iteration 32Q (2073.690000 sec): 3 clusters
  Score: Raw -38069414.817608 + Penalty 6132.772186 = -38063282.045423
  nChanged 288
		SP:Iteration 33Q (2075.270000 sec): 3 clusters
  Score: Raw -38069441.020429 + Penalty 6132.772186 = -38063308.248244
  nChanged 193
		SP:Iteration 34Q (2076.820000 sec): 3 clusters
  Score: Raw -38069466.461974 + Penalty 6132.772186 = -38063333.689788
  nChanged 143
		SP:Iteration 35Q (2078.350000 sec): 3 clusters
  Score: Raw -38069475.451095 + Penalty 6132.772186 = -38063342.678909
  nChanged 95
		SP:Iteration 36Q (2079.840000 sec): 3 clusters
  Score: Raw -38069482.002214 + Penalty 6132.772186 = -38063349.230028
  nChanged 61
		SP:Iteration 37Q (2081.330000 sec): 3 clusters
  Score: Raw -38069483.589645 + Penalty 6132.772186 = -38063350.817459
  nChanged 46
		SP:Iteration 38Q (2082.750000 sec): 3 clusters
  Score: Raw -38069484.311570 + Penalty 6132.772186 = -38063351.539384
  nChanged 28
		SP:Iteration 39Q (2084.280000 sec): 3 clusters
  Score: Raw -38069487.261484 + Penalty 6132.772186 = -38063354.489298
  nChanged 15
		SP:Iteration 40F (2085.910000 sec): 3 clusters
  Score: Raw -38070521.443505 + Penalty 6132.772186 = -38064388.671319
  nChanged 1259
		SP:Iteration 41Q (2087.880000 sec): 3 clusters
  Score: Raw -38071300.851680 + Penalty 6132.772186 = -38065168.079494
  nChanged 1273
		SP:Iteration 42Q (2089.910000 sec): 3 clusters
  Score: Raw -38071753.595645 + Penalty 6132.772186 = -38065620.823459
  nChanged 1089
		SP:Iteration 43Q (2091.970000 sec): 3 clusters
  Score: Raw -38072048.905003 + Penalty 6132.772186 = -38065916.132817
  nChanged 988
		SP:Iteration 44Q (2093.980000 sec): 3 clusters
  Score: Raw -38072272.351341 + Penalty 6132.772186 = -38066139.579155
  nChanged 822
		SP:Iteration 45Q (2095.980000 sec): 3 clusters
  Score: Raw -38072423.255347 + Penalty 6132.772186 = -38066290.483161
  nChanged 715
		SP:Iteration 46Q (2097.620000 sec): 3 clusters
  Score: Raw -38072528.220770 + Penalty 6132.772186 = -38066395.448584
  nChanged 551
		SP:Iteration 47Q (2099.340000 sec): 3 clusters
  Score: Raw -38072593.215282 + Penalty 6132.772186 = -38066460.443096
  nChanged 440
		SP:Iteration 48Q (2100.990000 sec): 3 clusters
  Score: Raw -38072635.871232 + Penalty 6132.772186 = -38066503.099046
  nChanged 352
		SP:Iteration 49Q (2102.800000 sec): 3 clusters
  Score: Raw -38072664.212306 + Penalty 6132.772186 = -38066531.440120
  nChanged 290
		SP:Iteration 50Q (2104.530000 sec): 3 clusters
  Score: Raw -38072684.858098 + Penalty 6132.772186 = -38066552.085913
  nChanged 231
		SP:Iteration 51Q (2106.220000 sec): 3 clusters
  Score: Raw -38072698.338983 + Penalty 6132.772186 = -38066565.566797
  nChanged 193
		SP:Iteration 52Q (2107.950000 sec): 3 clusters
  Score: Raw -38072707.807996 + Penalty 6132.772186 = -38066575.035810
  nChanged 145
		SP:Iteration 53Q (2109.690000 sec): 3 clusters
  Score: Raw -38072713.135126 + Penalty 6132.772186 = -38066580.362940
  nChanged 104
		SP:Iteration 54Q (2111.500000 sec): 3 clusters
  Score: Raw -38072715.908920 + Penalty 6132.772186 = -38066583.136735
  nChanged 67
		SP:Iteration 55Q (2113.040000 sec): 3 clusters
  Score: Raw -38072717.284182 + Penalty 6132.772186 = -38066584.511996
  nChanged 53
		SP:Iteration 56Q (2114.630000 sec): 3 clusters
  Score: Raw -38072718.119591 + Penalty 6132.772186 = -38066585.347405
  nChanged 33
		SP:Iteration 57Q (2116.330000 sec): 3 clusters
  Score: Raw -38072718.588370 + Penalty 6132.772186 = -38066585.816184
  nChanged 35
		SP:Iteration 58Q (2117.910000 sec): 3 clusters
  Score: Raw -38072719.148760 + Penalty 6132.772186 = -38066586.376575
  nChanged 37
		SP:Iteration 59Q (2119.520000 sec): 3 clusters
  Score: Raw -38072719.670898 + Penalty 6132.772186 = -38066586.898712
  nChanged 29
		SP:Iteration 60F (2121.240000 sec): 3 clusters
  Score: Raw -38072719.974704 + Penalty 6132.772186 = -38066587.202518
  nChanged 24
		SP:Iteration 61Q (2122.850000 sec): 3 clusters
  Score: Raw -38072720.216987 + Penalty 6132.772186 = -38066587.444801
  nChanged 16
		SP:Iteration 62Q (2124.460000 sec): 3 clusters
  Score: Raw -38072720.362569 + Penalty 6132.772186 = -38066587.590384
  nChanged 15
		SP:Iteration 63Q (2126.110000 sec): 3 clusters
  Score: Raw -38072720.486082 + Penalty 6132.772186 = -38066587.713896
  nChanged 8
		SP:Iteration 64Q (2128.110000 sec): 3 clusters
  Score: Raw -38072720.552580 + Penalty 6132.772186 = -38066587.780394
  nChanged 3
		SP:Iteration 65Q (2130.130000 sec): 3 clusters
  Score: Raw -38072720.579453 + Penalty 6132.772186 = -38066587.807267
  nChanged 1
		SP:Iteration 66Q (2132.160000 sec): 3 clusters
  Score: Raw -38072720.591236 + Penalty 6132.772186 = -38066587.819050
  nChanged 2
		SP:Iteration 67Q (2134.180000 sec): 3 clusters
  Score: Raw -38072720.607379 + Penalty 6132.772186 = -38066587.835193
  nChanged 0
		SP:Iteration 68F (2136.390000 sec): 3 clusters
  Score: Raw -38072720.607379 + Penalty 6132.772186 = -38066587.835193
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (26206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2136.800000 sec): 2 clusters
  Score: Raw -3909717.339453 + Penalty 2523.088430 = -3907194.251022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2137.090000 sec): 3 clusters
  Score: Raw -3894289.810772 + Penalty 5046.176861 = -3889243.633911
  nChanged 11704
		SP:Iteration 1F (2137.440000 sec): 3 clusters
  Score: Raw -3901781.777751 + Penalty 5046.176861 = -3896735.600890
  nChanged 2134
		SP:Iteration 2F (2137.850000 sec): 3 clusters
  Score: Raw -3903437.579554 + Penalty 5046.176861 = -3898391.402693
  nChanged 2213
		SP:Iteration 3F (2138.280000 sec): 3 clusters
  Score: Raw -3905349.138627 + Penalty 5046.176861 = -3900302.961766
  nChanged 2271
		SP:Iteration 4F (2138.590000 sec): 3 clusters
  Score: Raw -3907476.705079 + Penalty 5046.176861 = -3902430.528219
  nChanged 2045
		SP:Iteration 5F (2138.950000 sec): 3 clusters
  Score: Raw -3909246.310117 + Penalty 5046.176861 = -3904200.133256
  nChanged 1748
		SP:Iteration 6F (2139.350000 sec): 3 clusters
  Score: Raw -3910544.484295 + Penalty 5046.176861 = -3905498.307434
  nChanged 1235
		SP:Iteration 7Q (2139.700000 sec): 3 clusters
  Score: Raw -3911232.479965 + Penalty 5046.176861 = -3906186.303104
  nChanged 877
		SP:Iteration 8Q (2140.110000 sec): 3 clusters
  Score: Raw -3911679.253249 + Penalty 5046.176861 = -3906633.076388
  nChanged 696
		SP:Iteration 9Q (2140.450000 sec): 3 clusters
  Score: Raw -3912018.073210 + Penalty 5046.176861 = -3906971.896349
  nChanged 637
		SP:Iteration 10Q (2140.790000 sec): 3 clusters
  Score: Raw -3912361.589820 + Penalty 5046.176861 = -3907315.412959
  nChanged 670
		SP:Iteration 11Q (2141.160000 sec): 3 clusters
  Score: Raw -3912740.638108 + Penalty 5046.176861 = -3907694.461247
  nChanged 690
		SP:Iteration 12Q (2141.490000 sec): 3 clusters
  Score: Raw -3913167.790356 + Penalty 5046.176861 = -3908121.613495
  nChanged 761
		SP:Iteration 13Q (2141.830000 sec): 3 clusters
  Score: Raw -3913681.295155 + Penalty 5046.176861 = -3908635.118294
  nChanged 889
		SP:Iteration 14Q (2142.150000 sec): 3 clusters
  Score: Raw -3914339.151026 + Penalty 5046.176861 = -3909292.974165
  nChanged 872
		SP:Iteration 15Q (2142.460000 sec): 3 clusters
  Score: Raw -3915014.108213 + Penalty 5046.176861 = -3909967.931352
  nChanged 821
		SP:Iteration 16Q (2142.870000 sec): 3 clusters
  Score: Raw -3915520.166716 + Penalty 5046.176861 = -3910473.989855
  nChanged 669
		SP:Iteration 17Q (2143.260000 sec): 3 clusters
  Score: Raw -3915830.636230 + Penalty 5046.176861 = -3910784.459369
  nChanged 471
		SP:Iteration 18Q (2143.600000 sec): 3 clusters
  Score: Raw -3915987.296142 + Penalty 5046.176861 = -3910941.119281
  nChanged 344
		SP:Iteration 19Q (2143.940000 sec): 3 clusters
  Score: Raw -3916081.045433 + Penalty 5046.176861 = -3911034.868572
  nChanged 241
		SP:Iteration 20F (2144.290000 sec): 3 clusters
  Score: Raw -3916148.097515 + Penalty 5046.176861 = -3911101.920655
  nChanged 201
		SP:Iteration 21Q (2144.640000 sec): 3 clusters
  Score: Raw -3916203.792359 + Penalty 5046.176861 = -3911157.615498
  nChanged 153
		SP:Iteration 22Q (2144.970000 sec): 3 clusters
  Score: Raw -3916239.970425 + Penalty 5046.176861 = -3911193.793564
  nChanged 138
		SP:Iteration 23Q (2145.310000 sec): 3 clusters
  Score: Raw -3916273.941082 + Penalty 5046.176861 = -3911227.764221
  nChanged 101
		SP:Iteration 24Q (2145.640000 sec): 3 clusters
  Score: Raw -3916300.480912 + Penalty 5046.176861 = -3911254.304052
  nChanged 99
		SP:Iteration 25Q (2145.970000 sec): 3 clusters
  Score: Raw -3916319.642540 + Penalty 5046.176861 = -3911273.465679
  nChanged 91
		SP:Iteration 26Q (2146.320000 sec): 3 clusters
  Score: Raw -3916339.244950 + Penalty 5046.176861 = -3911293.068089
  nChanged 82
		SP:Iteration 27Q (2146.700000 sec): 3 clusters
  Score: Raw -3916355.578700 + Penalty 5046.176861 = -3911309.401839
  nChanged 81
		SP:Iteration 28Q (2147.090000 sec): 3 clusters
  Score: Raw -3916369.451416 + Penalty 5046.176861 = -3911323.274555
  nChanged 62
		SP:Iteration 29Q (2147.460000 sec): 3 clusters
  Score: Raw -3916379.233693 + Penalty 5046.176861 = -3911333.056832
  nChanged 50
		SP:Iteration 30Q (2147.780000 sec): 3 clusters
  Score: Raw -3916386.788758 + Penalty 5046.176861 = -3911340.611897
  nChanged 53
		SP:Iteration 31Q (2148.120000 sec): 3 clusters
  Score: Raw -3916393.503373 + Penalty 5046.176861 = -3911347.326512
  nChanged 43
		SP:Iteration 32Q (2148.480000 sec): 3 clusters
  Score: Raw -3916397.973777 + Penalty 5046.176861 = -3911351.796916
  nChanged 31
		SP:Iteration 33Q (2148.760000 sec): 3 clusters
  Score: Raw -3916400.740494 + Penalty 5046.176861 = -3911354.563633
  nChanged 34
		SP:Iteration 34Q (2149.100000 sec): 3 clusters
  Score: Raw -3916404.110125 + Penalty 5046.176861 = -3911357.933264
  nChanged 28
		SP:Iteration 35Q (2149.420000 sec): 3 clusters
  Score: Raw -3916407.291547 + Penalty 5046.176861 = -3911361.114687
  nChanged 26
		SP:Iteration 36Q (2149.750000 sec): 3 clusters
  Score: Raw -3916410.245176 + Penalty 5046.176861 = -3911364.068315
  nChanged 29
		SP:Iteration 37Q (2150.080000 sec): 3 clusters
  Score: Raw -3916414.597371 + Penalty 5046.176861 = -3911368.420510
  nChanged 38
		SP:Iteration 38Q (2150.430000 sec): 3 clusters
  Score: Raw -3916419.107893 + Penalty 5046.176861 = -3911372.931032
  nChanged 41
		SP:Iteration 39Q (2150.750000 sec): 3 clusters
  Score: Raw -3916423.512463 + Penalty 5046.176861 = -3911377.335602
  nChanged 32
		SP:Iteration 40F (2151.090000 sec): 3 clusters
  Score: Raw -3916426.025191 + Penalty 5046.176861 = -3911379.848330
  nChanged 19
		SP:Iteration 41Q (2151.490000 sec): 3 clusters
  Score: Raw -3916427.311694 + Penalty 5046.176861 = -3911381.134833
  nChanged 13
		SP:Iteration 42Q (2151.830000 sec): 3 clusters
  Score: Raw -3916428.504150 + Penalty 5046.176861 = -3911382.327289
  nChanged 13
		SP:Iteration 43Q (2152.130000 sec): 3 clusters
  Score: Raw -3916429.692016 + Penalty 5046.176861 = -3911383.515155
  nChanged 15
		SP:Iteration 44Q (2152.490000 sec): 3 clusters
  Score: Raw -3916430.891990 + Penalty 5046.176861 = -3911384.715129
  nChanged 10
		SP:Iteration 45Q (2152.820000 sec): 3 clusters
  Score: Raw -3916431.538411 + Penalty 5046.176861 = -3911385.361550
  nChanged 13
		SP:Iteration 46Q (2153.260000 sec): 3 clusters
  Score: Raw -3916432.416221 + Penalty 5046.176861 = -3911386.239360
  nChanged 9
		SP:Iteration 47Q (2153.560000 sec): 3 clusters
  Score: Raw -3916432.939203 + Penalty 5046.176861 = -3911386.762342
  nChanged 9
		SP:Iteration 48Q (2153.900000 sec): 3 clusters
  Score: Raw -3916433.494124 + Penalty 5046.176861 = -3911387.317263
  nChanged 8
		SP:Iteration 49Q (2154.290000 sec): 3 clusters
  Score: Raw -3916433.957475 + Penalty 5046.176861 = -3911387.780615
  nChanged 7
		SP:Iteration 50Q (2154.630000 sec): 3 clusters
  Score: Raw -3916434.719706 + Penalty 5046.176861 = -3911388.542845
  nChanged 7
		SP:Iteration 51Q (2155.050000 sec): 3 clusters
  Score: Raw -3916435.246316 + Penalty 5046.176861 = -3911389.069455
  nChanged 11
		SP:Iteration 52Q (2155.390000 sec): 3 clusters
  Score: Raw -3916436.038406 + Penalty 5046.176861 = -3911389.861545
  nChanged 10
		SP:Iteration 53Q (2155.810000 sec): 3 clusters
  Score: Raw -3916436.741736 + Penalty 5046.176861 = -3911390.564875
  nChanged 11
		SP:Iteration 54Q (2156.190000 sec): 3 clusters
  Score: Raw -3916437.593894 + Penalty 5046.176861 = -3911391.417033
  nChanged 6
		SP:Iteration 55Q (2156.600000 sec): 3 clusters
  Score: Raw -3916437.870488 + Penalty 5046.176861 = -3911391.693627
  nChanged 5
		SP:Iteration 56Q (2157.000000 sec): 3 clusters
  Score: Raw -3916438.171696 + Penalty 5046.176861 = -3911391.994835
  nChanged 3
		SP:Iteration 57Q (2157.430000 sec): 3 clusters
  Score: Raw -3916438.340870 + Penalty 5046.176861 = -3911392.164009
  nChanged 2
		SP:Iteration 58Q (2157.790000 sec): 3 clusters
  Score: Raw -3916438.413730 + Penalty 5046.176861 = -3911392.236869
  nChanged 0
		SP:Iteration 59F (2158.190000 sec): 3 clusters
  Score: Raw -3916438.413730 + Penalty 5046.176861 = -3911392.236869
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (49240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2158.590000 sec): 2 clusters
  Score: Raw -7775356.261535 + Penalty 2679.506472 = -7772676.755063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2159.110000 sec): 3 clusters
  Score: Raw -7745037.209972 + Penalty 5359.012944 = -7739678.197028
  nChanged 22760
		SP:Iteration 1F (2159.630000 sec): 3 clusters
  Score: Raw -7758651.719781 + Penalty 5359.012944 = -7753292.706837
  nChanged 3270
		SP:Iteration 2F (2160.130000 sec): 3 clusters
  Score: Raw -7761213.001845 + Penalty 5359.012944 = -7755853.988901
  nChanged 4550
		SP:Iteration 3F (2160.630000 sec): 3 clusters
  Score: Raw -7766478.365518 + Penalty 5359.012944 = -7761119.352575
  nChanged 5478
		SP:Iteration 4F (2161.180000 sec): 3 clusters
  Score: Raw -7773443.059691 + Penalty 5359.012944 = -7768084.046747
  nChanged 4890
		SP:Iteration 5F (2161.680000 sec): 3 clusters
  Score: Raw -7779282.490790 + Penalty 5359.012944 = -7773923.477846
  nChanged 3628
		SP:Iteration 6F (2162.260000 sec): 3 clusters
  Score: Raw -7784188.135250 + Penalty 5359.012944 = -7778829.122306
  nChanged 3100
		SP:Iteration 7F (2162.770000 sec): 3 clusters
  Score: Raw -7789264.049516 + Penalty 5359.012944 = -7783905.036573
  nChanged 2911
		SP:Iteration 8F (2163.310000 sec): 3 clusters
  Score: Raw -7795541.188966 + Penalty 5359.012944 = -7790182.176023
  nChanged 2552
		SP:Iteration 9F (2163.830000 sec): 3 clusters
  Score: Raw -7803094.835341 + Penalty 5359.012944 = -7797735.822397
  nChanged 1778
		SP:Iteration 10Q (2164.330000 sec): 3 clusters
  Score: Raw -7806023.585887 + Penalty 5359.012944 = -7800664.572943
  nChanged 1106
		SP:Iteration 11Q (2164.850000 sec): 3 clusters
  Score: Raw -7806529.587535 + Penalty 5359.012944 = -7801170.574591
  nChanged 569
		SP:Iteration 12Q (2165.410000 sec): 3 clusters
  Score: Raw -7806664.026139 + Penalty 5359.012944 = -7801305.013195
  nChanged 309
		SP:Iteration 13Q (2165.950000 sec): 3 clusters
  Score: Raw -7806709.179691 + Penalty 5359.012944 = -7801350.166747
  nChanged 213
		SP:Iteration 14Q (2166.440000 sec): 3 clusters
  Score: Raw -7806736.267964 + Penalty 5359.012944 = -7801377.255021
  nChanged 166
		SP:Iteration 15Q (2166.970000 sec): 3 clusters
  Score: Raw -7806753.233326 + Penalty 5359.012944 = -7801394.220382
  nChanged 132
		SP:Iteration 16Q (2167.450000 sec): 3 clusters
  Score: Raw -7806765.157587 + Penalty 5359.012944 = -7801406.144644
  nChanged 106
		SP:Iteration 17Q (2168.020000 sec): 3 clusters
  Score: Raw -7806773.849637 + Penalty 5359.012944 = -7801414.836693
  nChanged 96
		SP:Iteration 18Q (2168.540000 sec): 3 clusters
  Score: Raw -7806782.163382 + Penalty 5359.012944 = -7801423.150438
  nChanged 97
		SP:Iteration 19Q (2169.040000 sec): 3 clusters
  Score: Raw -7806789.956557 + Penalty 5359.012944 = -7801430.943613
  nChanged 83
		SP:Iteration 20F (2169.600000 sec): 3 clusters
  Score: Raw -7806795.821865 + Penalty 5359.012944 = -7801436.808921
  nChanged 77
		SP:Iteration 21Q (2170.100000 sec): 3 clusters
  Score: Raw -7806802.289046 + Penalty 5359.012944 = -7801443.276102
  nChanged 72
		SP:Iteration 22Q (2170.670000 sec): 3 clusters
  Score: Raw -7806808.762106 + Penalty 5359.012944 = -7801449.749163
  nChanged 72
		SP:Iteration 23Q (2171.240000 sec): 3 clusters
  Score: Raw -7806814.179296 + Penalty 5359.012944 = -7801455.166352
  nChanged 53
		SP:Iteration 24Q (2171.750000 sec): 3 clusters
  Score: Raw -7806817.242652 + Penalty 5359.012944 = -7801458.229708
  nChanged 40
		SP:Iteration 25Q (2172.290000 sec): 3 clusters
  Score: Raw -7806819.759543 + Penalty 5359.012944 = -7801460.746600
  nChanged 42
		SP:Iteration 26Q (2172.830000 sec): 3 clusters
  Score: Raw -7806822.298343 + Penalty 5359.012944 = -7801463.285399
  nChanged 31
		SP:Iteration 27Q (2173.370000 sec): 3 clusters
  Score: Raw -7806823.826126 + Penalty 5359.012944 = -7801464.813182
  nChanged 28
		SP:Iteration 28Q (2173.800000 sec): 3 clusters
  Score: Raw -7806825.231122 + Penalty 5359.012944 = -7801466.218178
  nChanged 24
		SP:Iteration 29Q (2174.300000 sec): 3 clusters
  Score: Raw -7806826.321814 + Penalty 5359.012944 = -7801467.308870
  nChanged 22
		SP:Iteration 30Q (2174.800000 sec): 3 clusters
  Score: Raw -7806827.242687 + Penalty 5359.012944 = -7801468.229743
  nChanged 16
		SP:Iteration 31Q (2175.250000 sec): 3 clusters
  Score: Raw -7806827.893617 + Penalty 5359.012944 = -7801468.880673
  nChanged 9
		SP:Iteration 32Q (2175.730000 sec): 3 clusters
  Score: Raw -7806828.368992 + Penalty 5359.012944 = -7801469.356048
  nChanged 14
		SP:Iteration 33Q (2176.210000 sec): 3 clusters
  Score: Raw -7806828.998292 + Penalty 5359.012944 = -7801469.985348
  nChanged 15
		SP:Iteration 34Q (2176.710000 sec): 3 clusters
  Score: Raw -7806829.726981 + Penalty 5359.012944 = -7801470.714037
  nChanged 16
		SP:Iteration 35Q (2177.320000 sec): 3 clusters
  Score: Raw -7806830.449740 + Penalty 5359.012944 = -7801471.436796
  nChanged 16
		SP:Iteration 36Q (2177.900000 sec): 3 clusters
  Score: Raw -7806831.042572 + Penalty 5359.012944 = -7801472.029628
  nChanged 9
		SP:Iteration 37Q (2178.460000 sec): 3 clusters
  Score: Raw -7806831.446094 + Penalty 5359.012944 = -7801472.433150
  nChanged 2
		SP:Iteration 38Q (2179.080000 sec): 3 clusters
  Score: Raw -7806831.516204 + Penalty 5359.012944 = -7801472.503260
  nChanged 1
		SP:Iteration 39Q (2179.650000 sec): 3 clusters
  Score: Raw -7806831.549958 + Penalty 5359.012944 = -7801472.537014
  nChanged 2
		SP:Iteration 40F (2180.310000 sec): 3 clusters
  Score: Raw -7806831.625175 + Penalty 5359.012944 = -7801472.612231
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (35187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2180.620000 sec): 2 clusters
  Score: Raw -5171903.516180 + Penalty 2596.171130 = -5169307.345050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2181.090000 sec): 3 clusters
  Score: Raw -5150904.578551 + Penalty 5192.342260 = -5145712.236291
  nChanged 16008
		SP:Iteration 1F (2181.540000 sec): 3 clusters
  Score: Raw -5162076.794946 + Penalty 5192.342260 = -5156884.452686
  nChanged 3414
		SP:Iteration 2F (2182.010000 sec): 3 clusters
  Score: Raw -5166119.131750 + Penalty 5192.342260 = -5160926.789490
  nChanged 3834
		SP:Iteration 3F (2182.460000 sec): 3 clusters
  Score: Raw -5170921.988248 + Penalty 5192.342260 = -5165729.645988
  nChanged 3403
		SP:Iteration 4F (2182.940000 sec): 3 clusters
  Score: Raw -5174161.083924 + Penalty 5192.342260 = -5168968.741665
  nChanged 2267
		SP:Iteration 5F (2183.410000 sec): 3 clusters
  Score: Raw -5175764.464874 + Penalty 5192.342260 = -5170572.122615
  nChanged 1620
		SP:Iteration 6Q (2183.880000 sec): 3 clusters
  Score: Raw -5176797.198626 + Penalty 5192.342260 = -5171604.856366
  nChanged 1195
		SP:Iteration 7Q (2184.400000 sec): 3 clusters
  Score: Raw -5177531.235886 + Penalty 5192.342260 = -5172338.893626
  nChanged 968
		SP:Iteration 8Q (2184.870000 sec): 3 clusters
  Score: Raw -5178086.651180 + Penalty 5192.342260 = -5172894.308921
  nChanged 816
		SP:Iteration 9Q (2185.390000 sec): 3 clusters
  Score: Raw -5178546.745898 + Penalty 5192.342260 = -5173354.403638
  nChanged 734
		SP:Iteration 10Q (2185.870000 sec): 3 clusters
  Score: Raw -5178919.267124 + Penalty 5192.342260 = -5173726.924864
  nChanged 681
		SP:Iteration 11Q (2186.340000 sec): 3 clusters
  Score: Raw -5179283.539067 + Penalty 5192.342260 = -5174091.196807
  nChanged 634
		SP:Iteration 12Q (2186.810000 sec): 3 clusters
  Score: Raw -5179599.417568 + Penalty 5192.342260 = -5174407.075308
  nChanged 546
		SP:Iteration 13Q (2187.290000 sec): 3 clusters
  Score: Raw -5179853.491088 + Penalty 5192.342260 = -5174661.148829
  nChanged 460
		SP:Iteration 14Q (2187.810000 sec): 3 clusters
  Score: Raw -5180041.739493 + Penalty 5192.342260 = -5174849.397233
  nChanged 402
		SP:Iteration 15Q (2188.290000 sec): 3 clusters
  Score: Raw -5180192.416203 + Penalty 5192.342260 = -5175000.073943
  nChanged 371
		SP:Iteration 16Q (2188.810000 sec): 3 clusters
  Score: Raw -5180334.864416 + Penalty 5192.342260 = -5175142.522156
  nChanged 325
		SP:Iteration 17Q (2189.280000 sec): 3 clusters
  Score: Raw -5180465.385311 + Penalty 5192.342260 = -5175273.043051
  nChanged 273
		SP:Iteration 18Q (2189.810000 sec): 3 clusters
  Score: Raw -5180564.128148 + Penalty 5192.342260 = -5175371.785889
  nChanged 264
		SP:Iteration 19Q (2190.250000 sec): 3 clusters
  Score: Raw -5180639.765931 + Penalty 5192.342260 = -5175447.423671
  nChanged 222
		SP:Iteration 20F (2190.750000 sec): 3 clusters
  Score: Raw -5180828.069670 + Penalty 5192.342260 = -5175635.727410
  nChanged 287
		SP:Iteration 21Q (2191.230000 sec): 3 clusters
  Score: Raw -5180959.239358 + Penalty 5192.342260 = -5175766.897099
  nChanged 310
		SP:Iteration 22Q (2191.660000 sec): 3 clusters
  Score: Raw -5181067.824329 + Penalty 5192.342260 = -5175875.482069
  nChanged 287
		SP:Iteration 23Q (2192.040000 sec): 3 clusters
  Score: Raw -5181172.133884 + Penalty 5192.342260 = -5175979.791625
  nChanged 296
		SP:Iteration 24Q (2192.500000 sec): 3 clusters
  Score: Raw -5181282.597820 + Penalty 5192.342260 = -5176090.255561
  nChanged 320
		SP:Iteration 25Q (2192.910000 sec): 3 clusters
  Score: Raw -5181424.594800 + Penalty 5192.342260 = -5176232.252541
  nChanged 341
		SP:Iteration 26Q (2193.310000 sec): 3 clusters
  Score: Raw -5181627.722008 + Penalty 5192.342260 = -5176435.379748
  nChanged 360
		SP:Iteration 27Q (2193.760000 sec): 3 clusters
  Score: Raw -5182029.347448 + Penalty 5192.342260 = -5176837.005188
  nChanged 444
		SP:Iteration 28Q (2194.150000 sec): 3 clusters
  Score: Raw -5182827.124041 + Penalty 5192.342260 = -5177634.781781
  nChanged 455
		SP:Iteration 29Q (2194.560000 sec): 3 clusters
  Score: Raw -5183239.228521 + Penalty 5192.342260 = -5178046.886261
  nChanged 375
		SP:Iteration 30Q (2194.980000 sec): 3 clusters
  Score: Raw -5183374.236648 + Penalty 5192.342260 = -5178181.894388
  nChanged 265
		SP:Iteration 31Q (2195.360000 sec): 3 clusters
  Score: Raw -5183450.433533 + Penalty 5192.342260 = -5178258.091273
  nChanged 210
		SP:Iteration 32Q (2195.690000 sec): 3 clusters
  Score: Raw -5183498.674227 + Penalty 5192.342260 = -5178306.331967
  nChanged 164
		SP:Iteration 33Q (2196.140000 sec): 3 clusters
  Score: Raw -5183528.665650 + Penalty 5192.342260 = -5178336.323390
  nChanged 157
		SP:Iteration 34Q (2196.550000 sec): 3 clusters
  Score: Raw -5183556.443822 + Penalty 5192.342260 = -5178364.101562
  nChanged 148
		SP:Iteration 35Q (2196.970000 sec): 3 clusters
  Score: Raw -5183579.810045 + Penalty 5192.342260 = -5178387.467785
  nChanged 131
		SP:Iteration 36Q (2197.360000 sec): 3 clusters
  Score: Raw -5183601.287013 + Penalty 5192.342260 = -5178408.944754
  nChanged 122
		SP:Iteration 37Q (2197.850000 sec): 3 clusters
  Score: Raw -5183620.260867 + Penalty 5192.342260 = -5178427.918607
  nChanged 105
		SP:Iteration 38Q (2198.240000 sec): 3 clusters
  Score: Raw -5183639.628672 + Penalty 5192.342260 = -5178447.286412
  nChanged 121
		SP:Iteration 39Q (2198.670000 sec): 3 clusters
  Score: Raw -5183665.692297 + Penalty 5192.342260 = -5178473.350037
  nChanged 145
		SP:Iteration 40F (2199.100000 sec): 3 clusters
  Score: Raw -5183711.981616 + Penalty 5192.342260 = -5178519.639357
  nChanged 153
		SP:Iteration 41Q (2199.560000 sec): 3 clusters
  Score: Raw -5183768.943928 + Penalty 5192.342260 = -5178576.601668
  nChanged 181
		SP:Iteration 42Q (2199.960000 sec): 3 clusters
  Score: Raw -5183852.755649 + Penalty 5192.342260 = -5178660.413389
  nChanged 215
		SP:Iteration 43Q (2200.370000 sec): 3 clusters
  Score: Raw -5183948.902092 + Penalty 5192.342260 = -5178756.559832
  nChanged 224
		SP:Iteration 44Q (2200.790000 sec): 3 clusters
  Score: Raw -5184043.767117 + Penalty 5192.342260 = -5178851.424857
  nChanged 215
		SP:Iteration 45Q (2201.230000 sec): 3 clusters
  Score: Raw -5184130.355499 + Penalty 5192.342260 = -5178938.013239
  nChanged 209
		SP:Iteration 46Q (2201.610000 sec): 3 clusters
  Score: Raw -5184188.822310 + Penalty 5192.342260 = -5178996.480051
  nChanged 175
		SP:Iteration 47Q (2202.000000 sec): 3 clusters
  Score: Raw -5184235.265861 + Penalty 5192.342260 = -5179042.923601
  nChanged 167
		SP:Iteration 48Q (2202.420000 sec): 3 clusters
  Score: Raw -5184271.646957 + Penalty 5192.342260 = -5179079.304698
  nChanged 134
		SP:Iteration 49Q (2202.820000 sec): 3 clusters
  Score: Raw -5184292.560398 + Penalty 5192.342260 = -5179100.218139
  nChanged 104
		SP:Iteration 50Q (2203.270000 sec): 3 clusters
  Score: Raw -5184309.315254 + Penalty 5192.342260 = -5179116.972994
  nChanged 81
		SP:Iteration 51Q (2203.670000 sec): 3 clusters
  Score: Raw -5184322.728897 + Penalty 5192.342260 = -5179130.386637
  nChanged 77
		SP:Iteration 52Q (2204.030000 sec): 3 clusters
  Score: Raw -5184334.992699 + Penalty 5192.342260 = -5179142.650439
  nChanged 78
		SP:Iteration 53Q (2204.510000 sec): 3 clusters
  Score: Raw -5184343.662236 + Penalty 5192.342260 = -5179151.319976
  nChanged 61
		SP:Iteration 54Q (2204.930000 sec): 3 clusters
  Score: Raw -5184352.501859 + Penalty 5192.342260 = -5179160.159599
  nChanged 67
		SP:Iteration 55Q (2205.350000 sec): 3 clusters
  Score: Raw -5184363.084878 + Penalty 5192.342260 = -5179170.742618
  nChanged 81
		SP:Iteration 56Q (2205.770000 sec): 3 clusters
  Score: Raw -5184375.769983 + Penalty 5192.342260 = -5179183.427723
  nChanged 77
		SP:Iteration 57Q (2206.200000 sec): 3 clusters
  Score: Raw -5184387.870106 + Penalty 5192.342260 = -5179195.527846
  nChanged 83
		SP:Iteration 58Q (2206.650000 sec): 3 clusters
  Score: Raw -5184400.960551 + Penalty 5192.342260 = -5179208.618291
  nChanged 82
		SP:Iteration 59Q (2207.040000 sec): 3 clusters
  Score: Raw -5184418.316791 + Penalty 5192.342260 = -5179225.974531
  nChanged 94
		SP:Iteration 60F (2207.470000 sec): 3 clusters
  Score: Raw -5184435.657754 + Penalty 5192.342260 = -5179243.315494
  nChanged 84
		SP:Iteration 61Q (2207.870000 sec): 3 clusters
  Score: Raw -5184451.512579 + Penalty 5192.342260 = -5179259.170319
  nChanged 91
		SP:Iteration 62Q (2208.350000 sec): 3 clusters
  Score: Raw -5184465.649147 + Penalty 5192.342260 = -5179273.306887
  nChanged 70
		SP:Iteration 63Q (2208.760000 sec): 3 clusters
  Score: Raw -5184475.594859 + Penalty 5192.342260 = -5179283.252600
  nChanged 68
		SP:Iteration 64Q (2209.180000 sec): 3 clusters
  Score: Raw -5184484.858311 + Penalty 5192.342260 = -5179292.516052
  nChanged 51
		SP:Iteration 65Q (2209.590000 sec): 3 clusters
  Score: Raw -5184491.908050 + Penalty 5192.342260 = -5179299.565791
  nChanged 53
		SP:Iteration 66Q (2210.060000 sec): 3 clusters
  Score: Raw -5184498.713534 + Penalty 5192.342260 = -5179306.371274
  nChanged 44
		SP:Iteration 67Q (2210.460000 sec): 3 clusters
  Score: Raw -5184502.939879 + Penalty 5192.342260 = -5179310.597620
  nChanged 39
		SP:Iteration 68Q (2210.870000 sec): 3 clusters
  Score: Raw -5184508.364766 + Penalty 5192.342260 = -5179316.022506
  nChanged 47
		SP:Iteration 69Q (2211.280000 sec): 3 clusters
  Score: Raw -5184514.089666 + Penalty 5192.342260 = -5179321.747406
  nChanged 33
		SP:Iteration 70Q (2211.700000 sec): 3 clusters
  Score: Raw -5184517.712407 + Penalty 5192.342260 = -5179325.370148
  nChanged 29
		SP:Iteration 71Q (2212.110000 sec): 3 clusters
  Score: Raw -5184520.894483 + Penalty 5192.342260 = -5179328.552224
  nChanged 47
		SP:Iteration 72Q (2212.510000 sec): 3 clusters
  Score: Raw -5184527.634180 + Penalty 5192.342260 = -5179335.291920
  nChanged 52
		SP:Iteration 73Q (2212.890000 sec): 3 clusters
  Score: Raw -5184537.696012 + Penalty 5192.342260 = -5179345.353752
  nChanged 69
		SP:Iteration 74Q (2213.290000 sec): 3 clusters
  Score: Raw -5184550.050598 + Penalty 5192.342260 = -5179357.708338
  nChanged 71
		SP:Iteration 75Q (2213.770000 sec): 3 clusters
  Score: Raw -5184564.736737 + Penalty 5192.342260 = -5179372.394478
  nChanged 78
		SP:Iteration 76Q (2214.140000 sec): 3 clusters
  Score: Raw -5184577.632720 + Penalty 5192.342260 = -5179385.290460
  nChanged 78
		SP:Iteration 77Q (2214.580000 sec): 3 clusters
  Score: Raw -5184591.202499 + Penalty 5192.342260 = -5179398.860239
  nChanged 83
		SP:Iteration 78Q (2214.990000 sec): 3 clusters
  Score: Raw -5184604.458338 + Penalty 5192.342260 = -5179412.116078
  nChanged 88
		SP:Iteration 79Q (2215.400000 sec): 3 clusters
  Score: Raw -5184618.709209 + Penalty 5192.342260 = -5179426.366950
  nChanged 103
		SP:Iteration 80F (2215.870000 sec): 3 clusters
  Score: Raw -5184637.800494 + Penalty 5192.342260 = -5179445.458234
  nChanged 101
		SP:Iteration 81Q (2216.280000 sec): 3 clusters
  Score: Raw -5184659.849357 + Penalty 5192.342260 = -5179467.507097
  nChanged 99
		SP:Iteration 82Q (2216.740000 sec): 3 clusters
  Score: Raw -5184686.172716 + Penalty 5192.342260 = -5179493.830457
  nChanged 113
		SP:Iteration 83Q (2217.120000 sec): 3 clusters
  Score: Raw -5184723.084278 + Penalty 5192.342260 = -5179530.742018
  nChanged 111
		SP:Iteration 84Q (2217.500000 sec): 3 clusters
  Score: Raw -5184758.804417 + Penalty 5192.342260 = -5179566.462157
  nChanged 146
		SP:Iteration 85Q (2217.950000 sec): 3 clusters
  Score: Raw -5184812.275041 + Penalty 5192.342260 = -5179619.932781
  nChanged 149
		SP:Iteration 86Q (2218.350000 sec): 3 clusters
  Score: Raw -5184889.055463 + Penalty 5192.342260 = -5179696.713203
  nChanged 197
		SP:Iteration 87Q (2218.750000 sec): 3 clusters
  Score: Raw -5185023.008967 + Penalty 5192.342260 = -5179830.666707
  nChanged 237
		SP:Iteration 88Q (2219.170000 sec): 3 clusters
  Score: Raw -5185245.401464 + Penalty 5192.342260 = -5180053.059204
  nChanged 301
		SP:Iteration 89Q (2219.590000 sec): 3 clusters
  Score: Raw -5185504.272874 + Penalty 5192.342260 = -5180311.930614
  nChanged 279
		SP:Iteration 90Q (2220.050000 sec): 3 clusters
  Score: Raw -5185661.490800 + Penalty 5192.342260 = -5180469.148540
  nChanged 234
		SP:Iteration 91Q (2220.470000 sec): 3 clusters
  Score: Raw -5185764.861857 + Penalty 5192.342260 = -5180572.519598
  nChanged 206
		SP:Iteration 92Q (2220.850000 sec): 3 clusters
  Score: Raw -5185848.034672 + Penalty 5192.342260 = -5180655.692412
  nChanged 184
		SP:Iteration 93Q (2221.250000 sec): 3 clusters
  Score: Raw -5185911.191878 + Penalty 5192.342260 = -5180718.849618
  nChanged 158
		SP:Iteration 94Q (2221.730000 sec): 3 clusters
  Score: Raw -5185962.931789 + Penalty 5192.342260 = -5180770.589530
  nChanged 132
		SP:Iteration 95Q (2222.080000 sec): 3 clusters
  Score: Raw -5186012.732749 + Penalty 5192.342260 = -5180820.390490
  nChanged 143
		SP:Iteration 96Q (2222.430000 sec): 3 clusters
  Score: Raw -5186068.626673 + Penalty 5192.342260 = -5180876.284413
  nChanged 136
		SP:Iteration 97Q (2222.780000 sec): 3 clusters
  Score: Raw -5186124.001551 + Penalty 5192.342260 = -5180931.659291
  nChanged 127
		SP:Iteration 98Q (2223.170000 sec): 3 clusters
  Score: Raw -5186188.013198 + Penalty 5192.342260 = -5180995.670938
  nChanged 132
		SP:Iteration 99Q (2223.580000 sec): 3 clusters
  Score: Raw -5186280.040102 + Penalty 5192.342260 = -5181087.697843
  nChanged 137
		SP:Iteration 100F (2223.990000 sec): 3 clusters
  Score: Raw -5186387.031942 + Penalty 5192.342260 = -5181194.689683
  nChanged 159
		SP:Iteration 101Q (2224.390000 sec): 3 clusters
  Score: Raw -5186460.329672 + Penalty 5192.342260 = -5181267.987412
  nChanged 141
		SP:Iteration 102Q (2224.820000 sec): 3 clusters
  Score: Raw -5186501.576129 + Penalty 5192.342260 = -5181309.233869
  nChanged 106
		SP:Iteration 103Q (2225.290000 sec): 3 clusters
  Score: Raw -5186533.879346 + Penalty 5192.342260 = -5181341.537087
  nChanged 111
		SP:Iteration 104Q (2225.700000 sec): 3 clusters
  Score: Raw -5186563.592927 + Penalty 5192.342260 = -5181371.250667
  nChanged 90
		SP:Iteration 105Q (2226.110000 sec): 3 clusters
  Score: Raw -5186587.058762 + Penalty 5192.342260 = -5181394.716503
  nChanged 88
		SP:Iteration 106Q (2226.540000 sec): 3 clusters
  Score: Raw -5186608.410677 + Penalty 5192.342260 = -5181416.068417
  nChanged 88
		SP:Iteration 107Q (2226.960000 sec): 3 clusters
  Score: Raw -5186632.832936 + Penalty 5192.342260 = -5181440.490676
  nChanged 82
		SP:Iteration 108Q (2227.350000 sec): 3 clusters
  Score: Raw -5186653.142762 + Penalty 5192.342260 = -5181460.800502
  nChanged 65
		SP:Iteration 109Q (2227.790000 sec): 3 clusters
  Score: Raw -5186665.717598 + Penalty 5192.342260 = -5181473.375338
  nChanged 55
		SP:Iteration 110Q (2228.230000 sec): 3 clusters
  Score: Raw -5186676.360589 + Penalty 5192.342260 = -5181484.018329
  nChanged 41
		SP:Iteration 111Q (2228.610000 sec): 3 clusters
  Score: Raw -5186683.115739 + Penalty 5192.342260 = -5181490.773480
  nChanged 41
		SP:Iteration 112Q (2229.080000 sec): 3 clusters
  Score: Raw -5186688.401357 + Penalty 5192.342260 = -5181496.059097
  nChanged 32
		SP:Iteration 113Q (2229.550000 sec): 3 clusters
  Score: Raw -5186692.768245 + Penalty 5192.342260 = -5181500.425985
  nChanged 25
		SP:Iteration 114Q (2230.070000 sec): 3 clusters
  Score: Raw -5186696.511248 + Penalty 5192.342260 = -5181504.168988
  nChanged 19
		SP:Iteration 115Q (2230.550000 sec): 3 clusters
  Score: Raw -5186698.708378 + Penalty 5192.342260 = -5181506.366118
  nChanged 19
		SP:Iteration 116Q (2231.060000 sec): 3 clusters
  Score: Raw -5186701.182377 + Penalty 5192.342260 = -5181508.840117
  nChanged 16
		SP:Iteration 117Q (2231.530000 sec): 3 clusters
  Score: Raw -5186703.113124 + Penalty 5192.342260 = -5181510.770864
  nChanged 14
		SP:Iteration 118Q (2232.040000 sec): 3 clusters
  Score: Raw -5186704.500857 + Penalty 5192.342260 = -5181512.158597
  nChanged 7
		SP:Iteration 119Q (2232.520000 sec): 3 clusters
  Score: Raw -5186705.232416 + Penalty 5192.342260 = -5181512.890156
  nChanged 6
		SP:Iteration 120F (2232.990000 sec): 3 clusters
  Score: Raw -5186705.970279 + Penalty 5192.342260 = -5181513.628019
  nChanged 10
		SP:Iteration 121Q (2233.450000 sec): 3 clusters
  Score: Raw -5186706.952213 + Penalty 5192.342260 = -5181514.609954
  nChanged 6
		SP:Iteration 122Q (2233.930000 sec): 3 clusters
  Score: Raw -5186707.437803 + Penalty 5192.342260 = -5181515.095543
  nChanged 4
		SP:Iteration 123Q (2234.410000 sec): 3 clusters
  Score: Raw -5186707.855540 + Penalty 5192.342260 = -5181515.513280
  nChanged 2
		SP:Iteration 124Q (2234.890000 sec): 3 clusters
  Score: Raw -5186708.046421 + Penalty 5192.342260 = -5181515.704161
  nChanged 1
		SP:Iteration 125Q (2235.370000 sec): 3 clusters
  Score: Raw -5186708.153938 + Penalty 5192.342260 = -5181515.811678
  nChanged 0
		SP:Iteration 126F (2235.850000 sec): 3 clusters
  Score: Raw -5186708.153938 + Penalty 5192.342260 = -5181515.811678
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (37519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2236.160000 sec): 2 clusters
  Score: Raw -5252550.888297 + Penalty 2612.085482 = -5249938.802815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2236.630000 sec): 3 clusters
  Score: Raw -5229944.810315 + Penalty 5224.170964 = -5224720.639351
  nChanged 17277
		SP:Iteration 1F (2237.160000 sec): 3 clusters
  Score: Raw -5244164.844479 + Penalty 5224.170964 = -5238940.673515
  nChanged 4858
		SP:Iteration 2F (2237.690000 sec): 3 clusters
  Score: Raw -5252352.955004 + Penalty 5224.170964 = -5247128.784040
  nChanged 4902
		SP:Iteration 3F (2238.230000 sec): 3 clusters
  Score: Raw -5259011.555851 + Penalty 5224.170964 = -5253787.384887
  nChanged 3372
		SP:Iteration 4F (2238.770000 sec): 3 clusters
  Score: Raw -5262646.424111 + Penalty 5224.170964 = -5257422.253147
  nChanged 2156
		SP:Iteration 5F (2239.300000 sec): 3 clusters
  Score: Raw -5264276.684818 + Penalty 5224.170964 = -5259052.513854
  nChanged 1360
		SP:Iteration 6Q (2239.840000 sec): 3 clusters
  Score: Raw -5265054.272377 + Penalty 5224.170964 = -5259830.101412
  nChanged 933
		SP:Iteration 7Q (2240.370000 sec): 3 clusters
  Score: Raw -5265599.413445 + Penalty 5224.170964 = -5260375.242481
  nChanged 809
		SP:Iteration 8Q (2240.910000 sec): 3 clusters
  Score: Raw -5266097.315828 + Penalty 5224.170964 = -5260873.144864
  nChanged 676
		SP:Iteration 9Q (2241.450000 sec): 3 clusters
  Score: Raw -5266482.875050 + Penalty 5224.170964 = -5261258.704085
  nChanged 560
		SP:Iteration 10Q (2241.990000 sec): 3 clusters
  Score: Raw -5266751.487372 + Penalty 5224.170964 = -5261527.316408
  nChanged 465
		SP:Iteration 11Q (2242.530000 sec): 3 clusters
  Score: Raw -5266963.275136 + Penalty 5224.170964 = -5261739.104172
  nChanged 366
		SP:Iteration 12Q (2243.010000 sec): 3 clusters
  Score: Raw -5267089.300231 + Penalty 5224.170964 = -5261865.129267
  nChanged 279
		SP:Iteration 13Q (2243.530000 sec): 3 clusters
  Score: Raw -5267171.642621 + Penalty 5224.170964 = -5261947.471657
  nChanged 286
		SP:Iteration 14Q (2244.020000 sec): 3 clusters
  Score: Raw -5267252.867796 + Penalty 5224.170964 = -5262028.696832
  nChanged 212
		SP:Iteration 15Q (2244.450000 sec): 3 clusters
  Score: Raw -5267319.308875 + Penalty 5224.170964 = -5262095.137911
  nChanged 205
		SP:Iteration 16Q (2244.880000 sec): 3 clusters
  Score: Raw -5267379.626167 + Penalty 5224.170964 = -5262155.455203
  nChanged 230
		SP:Iteration 17Q (2245.320000 sec): 3 clusters
  Score: Raw -5267456.236451 + Penalty 5224.170964 = -5262232.065486
  nChanged 213
		SP:Iteration 18Q (2245.820000 sec): 3 clusters
  Score: Raw -5267533.922056 + Penalty 5224.170964 = -5262309.751092
  nChanged 205
		SP:Iteration 19Q (2246.240000 sec): 3 clusters
  Score: Raw -5267624.868158 + Penalty 5224.170964 = -5262400.697194
  nChanged 228
		SP:Iteration 20F (2246.670000 sec): 3 clusters
  Score: Raw -5267822.043247 + Penalty 5224.170964 = -5262597.872283
  nChanged 248
		SP:Iteration 21Q (2247.070000 sec): 3 clusters
  Score: Raw -5268049.491124 + Penalty 5224.170964 = -5262825.320160
  nChanged 262
		SP:Iteration 22Q (2247.530000 sec): 3 clusters
  Score: Raw -5268227.964574 + Penalty 5224.170964 = -5263003.793610
  nChanged 203
		SP:Iteration 23Q (2247.960000 sec): 3 clusters
  Score: Raw -5268295.293689 + Penalty 5224.170964 = -5263071.122725
  nChanged 134
		SP:Iteration 24Q (2248.390000 sec): 3 clusters
  Score: Raw -5268323.848645 + Penalty 5224.170964 = -5263099.677680
  nChanged 95
		SP:Iteration 25Q (2248.800000 sec): 3 clusters
  Score: Raw -5268341.410076 + Penalty 5224.170964 = -5263117.239112
  nChanged 56
		SP:Iteration 26Q (2249.240000 sec): 3 clusters
  Score: Raw -5268347.788454 + Penalty 5224.170964 = -5263123.617490
  nChanged 38
		SP:Iteration 27Q (2249.690000 sec): 3 clusters
  Score: Raw -5268351.499193 + Penalty 5224.170964 = -5263127.328229
  nChanged 28
		SP:Iteration 28Q (2250.110000 sec): 3 clusters
  Score: Raw -5268353.838607 + Penalty 5224.170964 = -5263129.667643
  nChanged 24
		SP:Iteration 29Q (2250.490000 sec): 3 clusters
  Score: Raw -5268355.498451 + Penalty 5224.170964 = -5263131.327487
  nChanged 16
		SP:Iteration 30Q (2250.910000 sec): 3 clusters
  Score: Raw -5268357.040724 + Penalty 5224.170964 = -5263132.869760
  nChanged 12
		SP:Iteration 31Q (2251.340000 sec): 3 clusters
  Score: Raw -5268358.085706 + Penalty 5224.170964 = -5263133.914741
  nChanged 10
		SP:Iteration 32Q (2251.740000 sec): 3 clusters
  Score: Raw -5268358.581261 + Penalty 5224.170964 = -5263134.410297
  nChanged 4
		SP:Iteration 33Q (2252.210000 sec): 3 clusters
  Score: Raw -5268358.714741 + Penalty 5224.170964 = -5263134.543776
  nChanged 1
		SP:Iteration 34Q (2252.690000 sec): 3 clusters
  Score: Raw -5268358.743950 + Penalty 5224.170964 = -5263134.572986
  nChanged 0
		SP:Iteration 35F (2253.070000 sec): 3 clusters
  Score: Raw -5268358.743950 + Penalty 5224.170964 = -5263134.572986
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (74085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2253.600000 sec): 2 clusters
  Score: Raw -12038460.228641 + Penalty 2780.816154 = -12035679.412487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2254.240000 sec): 3 clusters
  Score: Raw -11991512.942353 + Penalty 5561.632307 = -11985951.310045
  nChanged 34592
		SP:Iteration 1F (2254.830000 sec): 3 clusters
  Score: Raw -12011168.732867 + Penalty 5561.632307 = -12005607.100560
  nChanged 2699
		SP:Iteration 2Q (2255.600000 sec): 3 clusters
  Score: Raw -12011870.133789 + Penalty 5561.632307 = -12006308.501481
  nChanged 2707
		SP:Iteration 3Q (2256.370000 sec): 3 clusters
  Score: Raw -12012645.614020 + Penalty 5561.632307 = -12007083.981713
  nChanged 2738
		SP:Iteration 4Q (2257.160000 sec): 3 clusters
  Score: Raw -12013612.266572 + Penalty 5561.632307 = -12008050.634265
  nChanged 2909
		SP:Iteration 5Q (2257.940000 sec): 3 clusters
  Score: Raw -12014882.325438 + Penalty 5561.632307 = -12009320.693131
  nChanged 3069
		SP:Iteration 6Q (2258.690000 sec): 3 clusters
  Score: Raw -12016367.232019 + Penalty 5561.632307 = -12010805.599711
  nChanged 3375
		SP:Iteration 7Q (2259.440000 sec): 3 clusters
  Score: Raw -12018199.115569 + Penalty 5561.632307 = -12012637.483262
  nChanged 3783
		SP:Iteration 8F (2260.150000 sec): 3 clusters
  Score: Raw -12020432.828657 + Penalty 5561.632307 = -12014871.196349
  nChanged 4236
		SP:Iteration 9F (2260.860000 sec): 3 clusters
  Score: Raw -12023238.589848 + Penalty 5561.632307 = -12017676.957540
  nChanged 4461
		SP:Iteration 10F (2261.590000 sec): 3 clusters
  Score: Raw -12026588.534621 + Penalty 5561.632307 = -12021026.902314
  nChanged 4228
		SP:Iteration 11F (2262.250000 sec): 3 clusters
  Score: Raw -12030071.503249 + Penalty 5561.632307 = -12024509.870942
  nChanged 3662
		SP:Iteration 12Q (2262.930000 sec): 3 clusters
  Score: Raw -12033232.541900 + Penalty 5561.632307 = -12027670.909593
  nChanged 2518
		SP:Iteration 13Q (2263.570000 sec): 3 clusters
  Score: Raw -12035342.352131 + Penalty 5561.632307 = -12029780.719824
  nChanged 1628
		SP:Iteration 14Q (2264.270000 sec): 3 clusters
  Score: Raw -12036693.353920 + Penalty 5561.632307 = -12031131.721612
  nChanged 1038
		SP:Iteration 15Q (2265.000000 sec): 3 clusters
  Score: Raw -12037588.281409 + Penalty 5561.632307 = -12032026.649101
  nChanged 645
		SP:Iteration 16Q (2265.690000 sec): 3 clusters
  Score: Raw -12038189.058904 + Penalty 5561.632307 = -12032627.426597
  nChanged 421
		SP:Iteration 17Q (2266.400000 sec): 3 clusters
  Score: Raw -12038588.891684 + Penalty 5561.632307 = -12033027.259376
  nChanged 301
		SP:Iteration 18Q (2267.100000 sec): 3 clusters
  Score: Raw -12038837.112108 + Penalty 5561.632307 = -12033275.479800
  nChanged 239
		SP:Iteration 19Q (2267.780000 sec): 3 clusters
  Score: Raw -12039007.238385 + Penalty 5561.632307 = -12033445.606078
  nChanged 173
		SP:Iteration 20F (2268.400000 sec): 3 clusters
  Score: Raw -12039119.368704 + Penalty 5561.632307 = -12033557.736397
  nChanged 149
		SP:Iteration 21Q (2269.060000 sec): 3 clusters
  Score: Raw -12039202.575613 + Penalty 5561.632307 = -12033640.943305
  nChanged 102
		SP:Iteration 22Q (2269.750000 sec): 3 clusters
  Score: Raw -12039265.944791 + Penalty 5561.632307 = -12033704.312484
  nChanged 100
		SP:Iteration 23Q (2270.440000 sec): 3 clusters
  Score: Raw -12039322.593295 + Penalty 5561.632307 = -12033760.960987
  nChanged 90
		SP:Iteration 24Q (2271.090000 sec): 3 clusters
  Score: Raw -12039376.914804 + Penalty 5561.632307 = -12033815.282497
  nChanged 96
		SP:Iteration 25Q (2271.760000 sec): 3 clusters
  Score: Raw -12039425.888675 + Penalty 5561.632307 = -12033864.256368
  nChanged 90
		SP:Iteration 26Q (2272.420000 sec): 3 clusters
  Score: Raw -12039479.034733 + Penalty 5561.632307 = -12033917.402425
  nChanged 81
		SP:Iteration 27Q (2273.100000 sec): 3 clusters
  Score: Raw -12039524.971705 + Penalty 5561.632307 = -12033963.339398
  nChanged 69
		SP:Iteration 28Q (2273.820000 sec): 3 clusters
  Score: Raw -12039562.661453 + Penalty 5561.632307 = -12034001.029146
  nChanged 61
		SP:Iteration 29Q (2274.430000 sec): 3 clusters
  Score: Raw -12039591.542345 + Penalty 5561.632307 = -12034029.910038
  nChanged 54
		SP:Iteration 30Q (2275.090000 sec): 3 clusters
  Score: Raw -12039618.395009 + Penalty 5561.632307 = -12034056.762702
  nChanged 43
		SP:Iteration 31Q (2275.810000 sec): 3 clusters
  Score: Raw -12039638.689171 + Penalty 5561.632307 = -12034077.056863
  nChanged 44
		SP:Iteration 32Q (2276.460000 sec): 3 clusters
  Score: Raw -12039656.189356 + Penalty 5561.632307 = -12034094.557048
  nChanged 32
		SP:Iteration 33Q (2277.160000 sec): 3 clusters
  Score: Raw -12039668.975253 + Penalty 5561.632307 = -12034107.342945
  nChanged 33
		SP:Iteration 34Q (2277.950000 sec): 3 clusters
  Score: Raw -12039682.097140 + Penalty 5561.632307 = -12034120.464833
  nChanged 32
		SP:Iteration 35Q (2278.750000 sec): 3 clusters
  Score: Raw -12039693.262954 + Penalty 5561.632307 = -12034131.630647
  nChanged 29
		SP:Iteration 36Q (2279.530000 sec): 3 clusters
  Score: Raw -12039703.306597 + Penalty 5561.632307 = -12034141.674289
  nChanged 25
		SP:Iteration 37Q (2280.330000 sec): 3 clusters
  Score: Raw -12039712.247653 + Penalty 5561.632307 = -12034150.615346
  nChanged 27
		SP:Iteration 38Q (2281.140000 sec): 3 clusters
  Score: Raw -12039720.662284 + Penalty 5561.632307 = -12034159.029977
  nChanged 26
		SP:Iteration 39Q (2281.960000 sec): 3 clusters
  Score: Raw -12039730.209919 + Penalty 5561.632307 = -12034168.577612
  nChanged 25
		SP:Iteration 40F (2282.730000 sec): 3 clusters
  Score: Raw -12039747.053671 + Penalty 5561.632307 = -12034185.421363
  nChanged 23
		SP:Iteration 41Q (2283.500000 sec): 3 clusters
  Score: Raw -12039755.810495 + Penalty 5561.632307 = -12034194.178188
  nChanged 20
		SP:Iteration 42Q (2284.290000 sec): 3 clusters
  Score: Raw -12039762.951175 + Penalty 5561.632307 = -12034201.318868
  nChanged 22
		SP:Iteration 43Q (2285.060000 sec): 3 clusters
  Score: Raw -12039769.559052 + Penalty 5561.632307 = -12034207.926745
  nChanged 21
		SP:Iteration 44Q (2285.830000 sec): 3 clusters
  Score: Raw -12039777.033270 + Penalty 5561.632307 = -12034215.400963
  nChanged 19
		SP:Iteration 45Q (2286.600000 sec): 3 clusters
  Score: Raw -12039782.150962 + Penalty 5561.632307 = -12034220.518655
  nChanged 11
		SP:Iteration 46Q (2287.370000 sec): 3 clusters
  Score: Raw -12039786.386953 + Penalty 5561.632307 = -12034224.754646
  nChanged 10
		SP:Iteration 47Q (2288.140000 sec): 3 clusters
  Score: Raw -12039790.325841 + Penalty 5561.632307 = -12034228.693534
  nChanged 13
		SP:Iteration 48Q (2288.910000 sec): 3 clusters
  Score: Raw -12039794.893751 + Penalty 5561.632307 = -12034233.261444
  nChanged 12
		SP:Iteration 49Q (2289.620000 sec): 3 clusters
  Score: Raw -12039798.513940 + Penalty 5561.632307 = -12034236.881632
  nChanged 8
		SP:Iteration 50Q (2290.380000 sec): 3 clusters
  Score: Raw -12039801.001037 + Penalty 5561.632307 = -12034239.368729
  nChanged 6
		SP:Iteration 51Q (2291.020000 sec): 3 clusters
  Score: Raw -12039802.574852 + Penalty 5561.632307 = -12034240.942545
  nChanged 7
		SP:Iteration 52Q (2291.660000 sec): 3 clusters
  Score: Raw -12039804.802899 + Penalty 5561.632307 = -12034243.170592
  nChanged 10
		SP:Iteration 53Q (2292.370000 sec): 3 clusters
  Score: Raw -12039808.003786 + Penalty 5561.632307 = -12034246.371478
  nChanged 12
		SP:Iteration 54Q (2292.980000 sec): 3 clusters
  Score: Raw -12039812.210247 + Penalty 5561.632307 = -12034250.577939
  nChanged 17
		SP:Iteration 55Q (2293.600000 sec): 3 clusters
  Score: Raw -12039817.263720 + Penalty 5561.632307 = -12034255.631412
  nChanged 15
		SP:Iteration 56Q (2294.160000 sec): 3 clusters
  Score: Raw -12039821.709140 + Penalty 5561.632307 = -12034260.076833
  nChanged 7
		SP:Iteration 57Q (2294.780000 sec): 3 clusters
  Score: Raw -12039824.132334 + Penalty 5561.632307 = -12034262.500027
  nChanged 7
		SP:Iteration 58Q (2295.420000 sec): 3 clusters
  Score: Raw -12039825.726566 + Penalty 5561.632307 = -12034264.094259
  nChanged 3
		SP:Iteration 59Q (2296.000000 sec): 3 clusters
  Score: Raw -12039826.353237 + Penalty 5561.632307 = -12034264.720930
  nChanged 2
		SP:Iteration 60F (2296.660000 sec): 3 clusters
  Score: Raw -12039826.945438 + Penalty 5561.632307 = -12034265.313131
  nChanged 5
		SP:Iteration 61Q (2297.330000 sec): 3 clusters
  Score: Raw -12039828.117355 + Penalty 5561.632307 = -12034266.485048
  nChanged 5
		SP:Iteration 62Q (2298.060000 sec): 3 clusters
  Score: Raw -12039829.334651 + Penalty 5561.632307 = -12034267.702344
  nChanged 6
		SP:Iteration 63Q (2298.660000 sec): 3 clusters
  Score: Raw -12039830.830116 + Penalty 5561.632307 = -12034269.197809
  nChanged 2
		SP:Iteration 64Q (2299.400000 sec): 3 clusters
  Score: Raw -12039831.385806 + Penalty 5561.632307 = -12034269.753498
  nChanged 2
		SP:Iteration 65Q (2300.100000 sec): 3 clusters
  Score: Raw -12039831.762930 + Penalty 5561.632307 = -12034270.130622
  nChanged 1
		SP:Iteration 66Q (2300.760000 sec): 3 clusters
  Score: Raw -12039832.157620 + Penalty 5561.632307 = -12034270.525312
  nChanged 2
		SP:Iteration 67Q (2301.460000 sec): 3 clusters
  Score: Raw -12039832.671900 + Penalty 5561.632307 = -12034271.039593
  nChanged 2
		SP:Iteration 68Q (2302.160000 sec): 3 clusters
  Score: Raw -12039833.167222 + Penalty 5561.632307 = -12034271.534914
  nChanged 3
		SP:Iteration 69Q (2302.740000 sec): 3 clusters
  Score: Raw -12039833.843950 + Penalty 5561.632307 = -12034272.211643
  nChanged 5
		SP:Iteration 70Q (2303.430000 sec): 3 clusters
  Score: Raw -12039835.044206 + Penalty 5561.632307 = -12034273.411899
  nChanged 2
		SP:Iteration 71Q (2304.130000 sec): 3 clusters
  Score: Raw -12039835.532661 + Penalty 5561.632307 = -12034273.900354
  nChanged 2
		SP:Iteration 72Q (2304.830000 sec): 3 clusters
  Score: Raw -12039835.956075 + Penalty 5561.632307 = -12034274.323768
  nChanged 2
		SP:Iteration 73Q (2305.540000 sec): 3 clusters
  Score: Raw -12039836.425369 + Penalty 5561.632307 = -12034274.793062
  nChanged 3
		SP:Iteration 74Q (2306.240000 sec): 3 clusters
  Score: Raw -12039837.397929 + Penalty 5561.632307 = -12034275.765622
  nChanged 2
		SP:Iteration 75Q (2306.910000 sec): 3 clusters
  Score: Raw -12039837.903887 + Penalty 5561.632307 = -12034276.271579
  nChanged 3
		SP:Iteration 76Q (2307.630000 sec): 3 clusters
  Score: Raw -12039838.819098 + Penalty 5561.632307 = -12034277.186791
  nChanged 3
		SP:Iteration 77Q (2308.260000 sec): 3 clusters
  Score: Raw -12039839.634219 + Penalty 5561.632307 = -12034278.001912
  nChanged 3
		SP:Iteration 78Q (2308.920000 sec): 3 clusters
  Score: Raw -12039840.125128 + Penalty 5561.632307 = -12034278.492820
  nChanged 3
		SP:Iteration 79Q (2309.640000 sec): 3 clusters
  Score: Raw -12039840.824960 + Penalty 5561.632307 = -12034279.192653
  nChanged 5
		SP:Iteration 80F (2310.360000 sec): 3 clusters
  Score: Raw -12039842.337670 + Penalty 5561.632307 = -12034280.705363
  nChanged 1
		SP:Iteration 81Q (2311.010000 sec): 3 clusters
  Score: Raw -12039842.622220 + Penalty 5561.632307 = -12034280.989913
  nChanged 1
		SP:Iteration 82Q (2311.670000 sec): 3 clusters
  Score: Raw -12039843.295117 + Penalty 5561.632307 = -12034281.662810
  nChanged 1
		SP:Iteration 83Q (2312.310000 sec): 3 clusters
  Score: Raw -12039843.426866 + Penalty 5561.632307 = -12034281.794559
  nChanged 0
		SP:Iteration 84F (2312.890000 sec): 3 clusters
  Score: Raw -12039843.426866 + Penalty 5561.632307 = -12034281.794559
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (55089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2313.240000 sec): 2 clusters
  Score: Raw -8322434.699616 + Penalty 2707.342924 = -8319727.356692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2313.700000 sec): 3 clusters
  Score: Raw -8288135.695409 + Penalty 5414.685848 = -8282721.009561
  nChanged 25733
		SP:Iteration 1F (2314.180000 sec): 3 clusters
  Score: Raw -8304765.873064 + Penalty 5414.685848 = -8299351.187216
  nChanged 4553
		SP:Iteration 2F (2314.670000 sec): 3 clusters
  Score: Raw -8309933.797995 + Penalty 5414.685848 = -8304519.112147
  nChanged 5913
		SP:Iteration 3F (2315.210000 sec): 3 clusters
  Score: Raw -8317520.695041 + Penalty 5414.685848 = -8312106.009193
  nChanged 5717
		SP:Iteration 4F (2315.790000 sec): 3 clusters
  Score: Raw -8324327.753500 + Penalty 5414.685848 = -8318913.067652
  nChanged 4367
		SP:Iteration 5F (2316.370000 sec): 3 clusters
  Score: Raw -8328458.279639 + Penalty 5414.685848 = -8323043.593792
  nChanged 2868
		SP:Iteration 6F (2316.840000 sec): 3 clusters
  Score: Raw -8330654.887287 + Penalty 5414.685848 = -8325240.201439
  nChanged 2090
		SP:Iteration 7Q (2317.410000 sec): 3 clusters
  Score: Raw -8331957.300777 + Penalty 5414.685848 = -8326542.614929
  nChanged 1770
		SP:Iteration 8Q (2318.010000 sec): 3 clusters
  Score: Raw -8332998.659439 + Penalty 5414.685848 = -8327583.973591
  nChanged 1925
		SP:Iteration 9Q (2318.580000 sec): 3 clusters
  Score: Raw -8334337.104318 + Penalty 5414.685848 = -8328922.418470
  nChanged 2343
		SP:Iteration 10Q (2319.120000 sec): 3 clusters
  Score: Raw -8336500.919926 + Penalty 5414.685848 = -8331086.234078
  nChanged 3055
		SP:Iteration 11F (2319.730000 sec): 3 clusters
  Score: Raw -8340686.333394 + Penalty 5414.685848 = -8335271.647546
  nChanged 2927
		SP:Iteration 12F (2320.330000 sec): 3 clusters
  Score: Raw -8344750.851164 + Penalty 5414.685848 = -8339336.165316
  nChanged 1458
		SP:Iteration 13Q (2320.870000 sec): 3 clusters
  Score: Raw -8345702.357356 + Penalty 5414.685848 = -8340287.671508
  nChanged 630
		SP:Iteration 14Q (2321.360000 sec): 3 clusters
  Score: Raw -8345889.698928 + Penalty 5414.685848 = -8340475.013080
  nChanged 309
		SP:Iteration 15Q (2321.870000 sec): 3 clusters
  Score: Raw -8345951.201033 + Penalty 5414.685848 = -8340536.515186
  nChanged 178
		SP:Iteration 16Q (2322.420000 sec): 3 clusters
  Score: Raw -8345979.912129 + Penalty 5414.685848 = -8340565.226281
  nChanged 141
		SP:Iteration 17Q (2322.930000 sec): 3 clusters
  Score: Raw -8345998.568483 + Penalty 5414.685848 = -8340583.882635
  nChanged 111
		SP:Iteration 18Q (2323.470000 sec): 3 clusters
  Score: Raw -8346011.345977 + Penalty 5414.685848 = -8340596.660129
  nChanged 84
		SP:Iteration 19Q (2323.970000 sec): 3 clusters
  Score: Raw -8346018.870270 + Penalty 5414.685848 = -8340604.184422
  nChanged 52
		SP:Iteration 20F (2324.600000 sec): 3 clusters
  Score: Raw -8346021.790387 + Penalty 5414.685848 = -8340607.104539
  nChanged 40
		SP:Iteration 21Q (2325.240000 sec): 3 clusters
  Score: Raw -8346024.073372 + Penalty 5414.685848 = -8340609.387525
  nChanged 33
		SP:Iteration 22Q (2325.870000 sec): 3 clusters
  Score: Raw -8346025.712591 + Penalty 5414.685848 = -8340611.026743
  nChanged 25
		SP:Iteration 23Q (2326.460000 sec): 3 clusters
  Score: Raw -8346026.923011 + Penalty 5414.685848 = -8340612.237163
  nChanged 17
		SP:Iteration 24Q (2327.050000 sec): 3 clusters
  Score: Raw -8346027.525197 + Penalty 5414.685848 = -8340612.839350
  nChanged 11
		SP:Iteration 25Q (2327.640000 sec): 3 clusters
  Score: Raw -8346027.958624 + Penalty 5414.685848 = -8340613.272776
  nChanged 8
		SP:Iteration 26Q (2328.240000 sec): 3 clusters
  Score: Raw -8346028.252096 + Penalty 5414.685848 = -8340613.566248
  nChanged 12
		SP:Iteration 27Q (2328.830000 sec): 3 clusters
  Score: Raw -8346028.668327 + Penalty 5414.685848 = -8340613.982479
  nChanged 6
		SP:Iteration 28Q (2329.470000 sec): 3 clusters
  Score: Raw -8346028.863039 + Penalty 5414.685848 = -8340614.177191
  nChanged 4
		SP:Iteration 29Q (2330.120000 sec): 3 clusters
  Score: Raw -8346028.974889 + Penalty 5414.685848 = -8340614.289042
  nChanged 1
		SP:Iteration 30Q (2330.760000 sec): 3 clusters
  Score: Raw -8346029.014686 + Penalty 5414.685848 = -8340614.328838
  nChanged 1
		SP:Iteration 31Q (2331.350000 sec): 3 clusters
  Score: Raw -8346029.023284 + Penalty 5414.685848 = -8340614.337436
  nChanged 0
		SP:Iteration 32F (2331.990000 sec): 3 clusters
  Score: Raw -8346029.023284 + Penalty 5414.685848 = -8340614.337436
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (36500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2332.320000 sec): 2 clusters
  Score: Raw -5395019.915824 + Penalty 2605.256750 = -5392414.659075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2332.880000 sec): 3 clusters
  Score: Raw -5372856.600794 + Penalty 5210.513500 = -5367646.087294
  nChanged 16629
		SP:Iteration 1F (2333.390000 sec): 3 clusters
  Score: Raw -5384197.506772 + Penalty 5210.513500 = -5378986.993273
  nChanged 3658
		SP:Iteration 2F (2333.860000 sec): 3 clusters
  Score: Raw -5389972.172888 + Penalty 5210.513500 = -5384761.659388
  nChanged 4415
		SP:Iteration 3F (2334.370000 sec): 3 clusters
  Score: Raw -5397683.565207 + Penalty 5210.513500 = -5392473.051708
  nChanged 4199
		SP:Iteration 4F (2334.870000 sec): 3 clusters
  Score: Raw -5405453.569416 + Penalty 5210.513500 = -5400243.055917
  nChanged 3429
		SP:Iteration 5F (2335.380000 sec): 3 clusters
  Score: Raw -5411423.639224 + Penalty 5210.513500 = -5406213.125724
  nChanged 2307
		SP:Iteration 6F (2335.890000 sec): 3 clusters
  Score: Raw -5415124.461717 + Penalty 5210.513500 = -5409913.948218
  nChanged 1426
		SP:Iteration 7Q (2336.360000 sec): 3 clusters
  Score: Raw -5417254.775476 + Penalty 5210.513500 = -5412044.261976
  nChanged 825
		SP:Iteration 8Q (2336.820000 sec): 3 clusters
  Score: Raw -5417969.215904 + Penalty 5210.513500 = -5412758.702404
  nChanged 567
		SP:Iteration 9Q (2337.240000 sec): 3 clusters
  Score: Raw -5418363.913390 + Penalty 5210.513500 = -5413153.399891
  nChanged 403
		SP:Iteration 10Q (2337.690000 sec): 3 clusters
  Score: Raw -5418673.332818 + Penalty 5210.513500 = -5413462.819318
  nChanged 348
		SP:Iteration 11Q (2338.030000 sec): 3 clusters
  Score: Raw -5418982.496362 + Penalty 5210.513500 = -5413771.982862
  nChanged 291
		SP:Iteration 12Q (2338.380000 sec): 3 clusters
  Score: Raw -5419162.916855 + Penalty 5210.513500 = -5413952.403355
  nChanged 244
		SP:Iteration 13Q (2338.840000 sec): 3 clusters
  Score: Raw -5419255.438216 + Penalty 5210.513500 = -5414044.924716
  nChanged 181
		SP:Iteration 14Q (2339.300000 sec): 3 clusters
  Score: Raw -5419308.083175 + Penalty 5210.513500 = -5414097.569675
  nChanged 148
		SP:Iteration 15Q (2339.790000 sec): 3 clusters
  Score: Raw -5419341.668539 + Penalty 5210.513500 = -5414131.155039
  nChanged 95
		SP:Iteration 16Q (2340.180000 sec): 3 clusters
  Score: Raw -5419356.820631 + Penalty 5210.513500 = -5414146.307132
  nChanged 62
		SP:Iteration 17Q (2340.620000 sec): 3 clusters
  Score: Raw -5419364.687773 + Penalty 5210.513500 = -5414154.174273
  nChanged 47
		SP:Iteration 18Q (2341.050000 sec): 3 clusters
  Score: Raw -5419370.157182 + Penalty 5210.513500 = -5414159.643682
  nChanged 36
		SP:Iteration 19Q (2341.440000 sec): 3 clusters
  Score: Raw -5419373.719370 + Penalty 5210.513500 = -5414163.205871
  nChanged 38
		SP:Iteration 20F (2341.930000 sec): 3 clusters
  Score: Raw -5419378.367453 + Penalty 5210.513500 = -5414167.853953
  nChanged 45
		SP:Iteration 21Q (2342.320000 sec): 3 clusters
  Score: Raw -5419386.603835 + Penalty 5210.513500 = -5414176.090336
  nChanged 71
		SP:Iteration 22Q (2342.710000 sec): 3 clusters
  Score: Raw -5419405.403437 + Penalty 5210.513500 = -5414194.889938
  nChanged 97
		SP:Iteration 23Q (2343.100000 sec): 3 clusters
  Score: Raw -5419444.466040 + Penalty 5210.513500 = -5414233.952541
  nChanged 144
		SP:Iteration 24Q (2343.530000 sec): 3 clusters
  Score: Raw -5419555.714884 + Penalty 5210.513500 = -5414345.201385
  nChanged 282
		SP:Iteration 25Q (2343.930000 sec): 3 clusters
  Score: Raw -5419948.117124 + Penalty 5210.513500 = -5414737.603624
  nChanged 556
		SP:Iteration 26Q (2344.330000 sec): 3 clusters
  Score: Raw -5421088.069941 + Penalty 5210.513500 = -5415877.556441
  nChanged 831
		SP:Iteration 27Q (2344.730000 sec): 3 clusters
  Score: Raw -5422726.828643 + Penalty 5210.513500 = -5417516.315143
  nChanged 774
		SP:Iteration 28Q (2345.110000 sec): 3 clusters
  Score: Raw -5423615.170166 + Penalty 5210.513500 = -5418404.656666
  nChanged 390
		SP:Iteration 29Q (2345.510000 sec): 3 clusters
  Score: Raw -5423943.658074 + Penalty 5210.513500 = -5418733.144575
  nChanged 221
		SP:Iteration 30Q (2345.910000 sec): 3 clusters
  Score: Raw -5424069.943533 + Penalty 5210.513500 = -5418859.430034
  nChanged 107
		SP:Iteration 31Q (2346.310000 sec): 3 clusters
  Score: Raw -5424153.024986 + Penalty 5210.513500 = -5418942.511486
  nChanged 50
		SP:Iteration 32Q (2346.780000 sec): 3 clusters
  Score: Raw -5424173.957900 + Penalty 5210.513500 = -5418963.444400
  nChanged 30
		SP:Iteration 33Q (2347.170000 sec): 3 clusters
  Score: Raw -5424188.894345 + Penalty 5210.513500 = -5418978.380845
  nChanged 23
		SP:Iteration 34Q (2347.560000 sec): 3 clusters
  Score: Raw -5424199.646345 + Penalty 5210.513500 = -5418989.132846
  nChanged 17
		SP:Iteration 35Q (2347.930000 sec): 3 clusters
  Score: Raw -5424203.253115 + Penalty 5210.513500 = -5418992.739615
  nChanged 17
		SP:Iteration 36Q (2348.250000 sec): 3 clusters
  Score: Raw -5424204.415355 + Penalty 5210.513500 = -5418993.901855
  nChanged 10
		SP:Iteration 37Q (2348.600000 sec): 3 clusters
  Score: Raw -5424208.586621 + Penalty 5210.513500 = -5418998.073122
  nChanged 6
		SP:Iteration 38Q (2349.010000 sec): 3 clusters
  Score: Raw -5424214.071736 + Penalty 5210.513500 = -5419003.558237
  nChanged 4
		SP:Iteration 39Q (2349.470000 sec): 3 clusters
  Score: Raw -5424214.317405 + Penalty 5210.513500 = -5419003.803905
  nChanged 3
		SP:Iteration 40F (2349.860000 sec): 3 clusters
  Score: Raw -5425175.593235 + Penalty 5210.513500 = -5419965.079736
  nChanged 300
		SP:Iteration 41Q (2350.280000 sec): 3 clusters
  Score: Raw -5425821.666163 + Penalty 5210.513500 = -5420611.152663
  nChanged 272
		SP:Iteration 42Q (2350.660000 sec): 3 clusters
  Score: Raw -5426014.838162 + Penalty 5210.513500 = -5420804.324662
  nChanged 160
		SP:Iteration 43Q (2351.030000 sec): 3 clusters
  Score: Raw -5426068.144046 + Penalty 5210.513500 = -5420857.630547
  nChanged 101
		SP:Iteration 44Q (2351.460000 sec): 3 clusters
  Score: Raw -5426091.756422 + Penalty 5210.513500 = -5420881.242922
  nChanged 68
		SP:Iteration 45Q (2351.880000 sec): 3 clusters
  Score: Raw -5426101.197798 + Penalty 5210.513500 = -5420890.684298
  nChanged 51
		SP:Iteration 46Q (2352.300000 sec): 3 clusters
  Score: Raw -5426106.429679 + Penalty 5210.513500 = -5420895.916179
  nChanged 43
		SP:Iteration 47Q (2352.750000 sec): 3 clusters
  Score: Raw -5426110.368910 + Penalty 5210.513500 = -5420899.855410
  nChanged 33
		SP:Iteration 48Q (2353.200000 sec): 3 clusters
  Score: Raw -5426113.881371 + Penalty 5210.513500 = -5420903.367872
  nChanged 27
		SP:Iteration 49Q (2353.710000 sec): 3 clusters
  Score: Raw -5426116.631513 + Penalty 5210.513500 = -5420906.118013
  nChanged 25
		SP:Iteration 50Q (2354.200000 sec): 3 clusters
  Score: Raw -5426118.780681 + Penalty 5210.513500 = -5420908.267182
  nChanged 18
		SP:Iteration 51Q (2354.660000 sec): 3 clusters
  Score: Raw -5426119.948202 + Penalty 5210.513500 = -5420909.434702
  nChanged 13
		SP:Iteration 52Q (2355.090000 sec): 3 clusters
  Score: Raw -5426120.766490 + Penalty 5210.513500 = -5420910.252991
  nChanged 11
		SP:Iteration 53Q (2355.600000 sec): 3 clusters
  Score: Raw -5426121.347320 + Penalty 5210.513500 = -5420910.833820
  nChanged 5
		SP:Iteration 54Q (2356.050000 sec): 3 clusters
  Score: Raw -5426121.497776 + Penalty 5210.513500 = -5420910.984276
  nChanged 0
		SP:Iteration 55F (2356.490000 sec): 3 clusters
  Score: Raw -5426121.497776 + Penalty 5210.513500 = -5420910.984276
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (369209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2359.350000 sec): 2 clusters
  Score: Raw -56590161.723202 + Penalty 3179.141303 = -56586982.581899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2362.230000 sec): 3 clusters
  Score: Raw -56344094.389076 + Penalty 6358.282607 = -56337736.106469
  nChanged 179782
		SP:Iteration 1F (2364.810000 sec): 3 clusters
  Score: Raw -56453070.518386 + Penalty 6358.282607 = -56446712.235779
  nChanged 14112
		SP:Iteration 2Q (2367.650000 sec): 3 clusters
  Score: Raw -56457753.946827 + Penalty 6358.282607 = -56451395.664220
  nChanged 16350
		SP:Iteration 3Q (2371.240000 sec): 3 clusters
  Score: Raw -56464340.351211 + Penalty 6358.282607 = -56457982.068604
  nChanged 19042
		SP:Iteration 4F (2374.480000 sec): 3 clusters
  Score: Raw -56473178.977620 + Penalty 6358.282607 = -56466820.695013
  nChanged 21527
		SP:Iteration 5F (2377.620000 sec): 3 clusters
  Score: Raw -56484731.763271 + Penalty 6358.282607 = -56478373.480664
  nChanged 23505
		SP:Iteration 6F (2380.120000 sec): 3 clusters
  Score: Raw -56499409.210469 + Penalty 6358.282607 = -56493050.927863
  nChanged 25178
		SP:Iteration 7F (2382.790000 sec): 3 clusters
  Score: Raw -56517983.404598 + Penalty 6358.282607 = -56511625.121991
  nChanged 25345
		SP:Iteration 8F (2385.550000 sec): 3 clusters
  Score: Raw -56539480.351377 + Penalty 6358.282607 = -56533122.068771
  nChanged 23328
		SP:Iteration 9F (2388.110000 sec): 3 clusters
  Score: Raw -56559686.657424 + Penalty 6358.282607 = -56553328.374818
  nChanged 19200
		SP:Iteration 10F (2390.830000 sec): 3 clusters
  Score: Raw -56574550.052288 + Penalty 6358.282607 = -56568191.769681
  nChanged 14462
		SP:Iteration 11Q (2393.720000 sec): 3 clusters
  Score: Raw -56584426.744166 + Penalty 6358.282607 = -56578068.461559
  nChanged 11063
		SP:Iteration 12Q (2396.570000 sec): 3 clusters
  Score: Raw -56591717.139374 + Penalty 6358.282607 = -56585358.856767
  nChanged 8864
		SP:Iteration 13Q (2399.320000 sec): 3 clusters
  Score: Raw -56597264.939471 + Penalty 6358.282607 = -56590906.656864
  nChanged 7275
		SP:Iteration 14Q (2401.910000 sec): 3 clusters
  Score: Raw -56601296.022242 + Penalty 6358.282607 = -56594937.739636
  nChanged 5913
		SP:Iteration 15Q (2404.360000 sec): 3 clusters
  Score: Raw -56604009.725914 + Penalty 6358.282607 = -56597651.443308
  nChanged 4775
		SP:Iteration 16Q (2407.070000 sec): 3 clusters
  Score: Raw -56606047.415011 + Penalty 6358.282607 = -56599689.132405
  nChanged 4080
		SP:Iteration 17Q (2410.420000 sec): 3 clusters
  Score: Raw -56607859.992274 + Penalty 6358.282607 = -56601501.709668
  nChanged 3601
		SP:Iteration 18Q (2413.650000 sec): 3 clusters
  Score: Raw -56609705.253547 + Penalty 6358.282607 = -56603346.970941
  nChanged 3460
		SP:Iteration 19Q (2416.850000 sec): 3 clusters
  Score: Raw -56611686.318136 + Penalty 6358.282607 = -56605328.035530
  nChanged 3247
		SP:Iteration 20F (2419.530000 sec): 3 clusters
  Score: Raw -56613387.252412 + Penalty 6358.282607 = -56607028.969805
  nChanged 2798
		SP:Iteration 21Q (2422.040000 sec): 3 clusters
  Score: Raw -56614326.650487 + Penalty 6358.282607 = -56607968.367881
  nChanged 2104
		SP:Iteration 22Q (2424.830000 sec): 3 clusters
  Score: Raw -56614748.337935 + Penalty 6358.282607 = -56608390.055329
  nChanged 1593
		SP:Iteration 23Q (2427.290000 sec): 3 clusters
  Score: Raw -56614969.295295 + Penalty 6358.282607 = -56608611.012688
  nChanged 1267
		SP:Iteration 24Q (2430.070000 sec): 3 clusters
  Score: Raw -56615097.509227 + Penalty 6358.282607 = -56608739.226620
  nChanged 1007
		SP:Iteration 25Q (2432.610000 sec): 3 clusters
  Score: Raw -56615179.643966 + Penalty 6358.282607 = -56608821.361359
  nChanged 853
		SP:Iteration 26Q (2435.230000 sec): 3 clusters
  Score: Raw -56615235.056345 + Penalty 6358.282607 = -56608876.773739
  nChanged 667
		SP:Iteration 27Q (2437.890000 sec): 3 clusters
  Score: Raw -56615270.033115 + Penalty 6358.282607 = -56608911.750508
  nChanged 533
		SP:Iteration 28Q (2440.460000 sec): 3 clusters
  Score: Raw -56615293.543490 + Penalty 6358.282607 = -56608935.260883
  nChanged 484
		SP:Iteration 29Q (2443.150000 sec): 3 clusters
  Score: Raw -56615312.367133 + Penalty 6358.282607 = -56608954.084526
  nChanged 380
		SP:Iteration 30Q (2445.810000 sec): 3 clusters
  Score: Raw -56615325.418703 + Penalty 6358.282607 = -56608967.136096
  nChanged 340
		SP:Iteration 31Q (2449.200000 sec): 3 clusters
  Score: Raw -56615335.599605 + Penalty 6358.282607 = -56608977.316998
  nChanged 289
		SP:Iteration 32Q (2452.420000 sec): 3 clusters
  Score: Raw -56615343.990006 + Penalty 6358.282607 = -56608985.707399
  nChanged 255
		SP:Iteration 33Q (2455.610000 sec): 3 clusters
  Score: Raw -56615350.517144 + Penalty 6358.282607 = -56608992.234537
  nChanged 214
		SP:Iteration 34Q (2458.650000 sec): 3 clusters
  Score: Raw -56615355.343977 + Penalty 6358.282607 = -56608997.061371
  nChanged 170
		SP:Iteration 35Q (2461.140000 sec): 3 clusters
  Score: Raw -56615358.432278 + Penalty 6358.282607 = -56609000.149671
  nChanged 137
		SP:Iteration 36Q (2463.730000 sec): 3 clusters
  Score: Raw -56615360.454330 + Penalty 6358.282607 = -56609002.171724
  nChanged 128
		SP:Iteration 37Q (2466.330000 sec): 3 clusters
  Score: Raw -56615362.241506 + Penalty 6358.282607 = -56609003.958900
  nChanged 97
		SP:Iteration 38Q (2468.870000 sec): 3 clusters
  Score: Raw -56615363.507157 + Penalty 6358.282607 = -56609005.224551
  nChanged 85
		SP:Iteration 39Q (2471.490000 sec): 3 clusters
  Score: Raw -56615364.691549 + Penalty 6358.282607 = -56609006.408942
  nChanged 84
		SP:Iteration 40F (2474.220000 sec): 3 clusters
  Score: Raw -56615365.730735 + Penalty 6358.282607 = -56609007.448128
  nChanged 75
		SP:Iteration 41Q (2476.680000 sec): 3 clusters
  Score: Raw -56615366.479740 + Penalty 6358.282607 = -56609008.197134
  nChanged 64
		SP:Iteration 42Q (2479.380000 sec): 3 clusters
  Score: Raw -56615367.148815 + Penalty 6358.282607 = -56609008.866209
  nChanged 67
		SP:Iteration 43Q (2482.030000 sec): 3 clusters
  Score: Raw -56615367.826331 + Penalty 6358.282607 = -56609009.543724
  nChanged 60
		SP:Iteration 44Q (2484.590000 sec): 3 clusters
  Score: Raw -56615368.444312 + Penalty 6358.282607 = -56609010.161706
  nChanged 50
		SP:Iteration 45Q (2487.140000 sec): 3 clusters
  Score: Raw -56615368.902824 + Penalty 6358.282607 = -56609010.620217
  nChanged 33
		SP:Iteration 46Q (2490.400000 sec): 3 clusters
  Score: Raw -56615369.153911 + Penalty 6358.282607 = -56609010.871304
  nChanged 32
		SP:Iteration 47Q (2493.550000 sec): 3 clusters
  Score: Raw -56615369.351068 + Penalty 6358.282607 = -56609011.068462
  nChanged 23
		SP:Iteration 48Q (2496.700000 sec): 3 clusters
  Score: Raw -56615369.522488 + Penalty 6358.282607 = -56609011.239882
  nChanged 24
		SP:Iteration 49Q (2499.160000 sec): 3 clusters
  Score: Raw -56615369.656440 + Penalty 6358.282607 = -56609011.373833
  nChanged 19
		SP:Iteration 50Q (2501.780000 sec): 3 clusters
  Score: Raw -56615369.776659 + Penalty 6358.282607 = -56609011.494052
  nChanged 11
		SP:Iteration 51Q (2504.410000 sec): 3 clusters
  Score: Raw -56615369.837411 + Penalty 6358.282607 = -56609011.554805
  nChanged 15
		SP:Iteration 52Q (2506.930000 sec): 3 clusters
  Score: Raw -56615369.915026 + Penalty 6358.282607 = -56609011.632419
  nChanged 16
		SP:Iteration 53Q (2509.400000 sec): 3 clusters
  Score: Raw -56615370.002194 + Penalty 6358.282607 = -56609011.719587
  nChanged 15
		SP:Iteration 54Q (2512.040000 sec): 3 clusters
  Score: Raw -56615370.095886 + Penalty 6358.282607 = -56609011.813280
  nChanged 14
		SP:Iteration 55Q (2514.480000 sec): 3 clusters
  Score: Raw -56615370.201662 + Penalty 6358.282607 = -56609011.919055
  nChanged 15
		SP:Iteration 56Q (2517.120000 sec): 3 clusters
  Score: Raw -56615370.287643 + Penalty 6358.282607 = -56609012.005036
  nChanged 15
		SP:Iteration 57Q (2519.800000 sec): 3 clusters
  Score: Raw -56615370.365886 + Penalty 6358.282607 = -56609012.083279
  nChanged 17
		SP:Iteration 58Q (2522.560000 sec): 3 clusters
  Score: Raw -56615370.473898 + Penalty 6358.282607 = -56609012.191291
  nChanged 10
		SP:Iteration 59Q (2525.260000 sec): 3 clusters
  Score: Raw -56615370.518578 + Penalty 6358.282607 = -56609012.235972
  nChanged 9
		SP:Iteration 60F (2528.750000 sec): 3 clusters
  Score: Raw -56615370.559866 + Penalty 6358.282607 = -56609012.277259
  nChanged 5
		SP:Iteration 61Q (2531.830000 sec): 3 clusters
  Score: Raw -56615370.581268 + Penalty 6358.282607 = -56609012.298661
  nChanged 5
		SP:Iteration 62Q (2534.930000 sec): 3 clusters
  Score: Raw -56615370.599842 + Penalty 6358.282607 = -56609012.317236
  nChanged 3
		SP:Iteration 63Q (2538.020000 sec): 3 clusters
  Score: Raw -56615370.614793 + Penalty 6358.282607 = -56609012.332187
  nChanged 3
		SP:Iteration 64Q (2540.950000 sec): 3 clusters
  Score: Raw -56615370.630942 + Penalty 6358.282607 = -56609012.348335
  nChanged 7
		SP:Iteration 65Q (2543.760000 sec): 3 clusters
  Score: Raw -56615370.671462 + Penalty 6358.282607 = -56609012.388856
  nChanged 4
		SP:Iteration 66Q (2546.490000 sec): 3 clusters
  Score: Raw -56615370.688448 + Penalty 6358.282607 = -56609012.405841
  nChanged 2
		SP:Iteration 67Q (2549.290000 sec): 3 clusters
  Score: Raw -56615370.697256 + Penalty 6358.282607 = -56609012.414649
  nChanged 0
		SP:Iteration 68F (2552.010000 sec): 3 clusters
  Score: Raw -56615370.697256 + Penalty 6358.282607 = -56609012.414649
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (60505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2552.720000 sec): 2 clusters
  Score: Raw -9610259.680429 + Penalty 2730.599359 = -9607529.081071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2553.320000 sec): 3 clusters
  Score: Raw -9572239.946165 + Penalty 5461.198717 = -9566778.747447
  nChanged 28179
		SP:Iteration 1F (2553.880000 sec): 3 clusters
  Score: Raw -9589627.201782 + Penalty 5461.198717 = -9584166.003064
  nChanged 4138
		SP:Iteration 2F (2554.440000 sec): 3 clusters
  Score: Raw -9594589.274946 + Penalty 5461.198717 = -9589128.076228
  nChanged 6327
		SP:Iteration 3F (2555.050000 sec): 3 clusters
  Score: Raw -9604360.524566 + Penalty 5461.198717 = -9598899.325848
  nChanged 7309
		SP:Iteration 4F (2555.700000 sec): 3 clusters
  Score: Raw -9613901.512354 + Penalty 5461.198717 = -9608440.313637
  nChanged 5406
		SP:Iteration 5F (2556.340000 sec): 3 clusters
  Score: Raw -9618757.403516 + Penalty 5461.198717 = -9613296.204799
  nChanged 3190
		SP:Iteration 6F (2556.920000 sec): 3 clusters
  Score: Raw -9621040.877675 + Penalty 5461.198717 = -9615579.678958
  nChanged 1996
		SP:Iteration 7Q (2557.540000 sec): 3 clusters
  Score: Raw -9622322.105913 + Penalty 5461.198717 = -9616860.907196
  nChanged 1458
		SP:Iteration 8Q (2558.190000 sec): 3 clusters
  Score: Raw -9623136.084103 + Penalty 5461.198717 = -9617674.885385
  nChanged 1109
		SP:Iteration 9Q (2558.810000 sec): 3 clusters
  Score: Raw -9623621.714090 + Penalty 5461.198717 = -9618160.515372
  nChanged 822
		SP:Iteration 10Q (2559.430000 sec): 3 clusters
  Score: Raw -9623938.182599 + Penalty 5461.198717 = -9618476.983882
  nChanged 627
		SP:Iteration 11Q (2559.930000 sec): 3 clusters
  Score: Raw -9624149.974679 + Penalty 5461.198717 = -9618688.775961
  nChanged 546
		SP:Iteration 12Q (2560.490000 sec): 3 clusters
  Score: Raw -9624312.809053 + Penalty 5461.198717 = -9618851.610335
  nChanged 438
		SP:Iteration 13Q (2561.080000 sec): 3 clusters
  Score: Raw -9624427.254065 + Penalty 5461.198717 = -9618966.055347
  nChanged 381
		SP:Iteration 14Q (2561.690000 sec): 3 clusters
  Score: Raw -9624511.503909 + Penalty 5461.198717 = -9619050.305191
  nChanged 327
		SP:Iteration 15Q (2562.310000 sec): 3 clusters
  Score: Raw -9624568.821416 + Penalty 5461.198717 = -9619107.622698
  nChanged 273
		SP:Iteration 16Q (2562.890000 sec): 3 clusters
  Score: Raw -9624609.412669 + Penalty 5461.198717 = -9619148.213951
  nChanged 249
		SP:Iteration 17Q (2563.450000 sec): 3 clusters
  Score: Raw -9624642.153522 + Penalty 5461.198717 = -9619180.954805
  nChanged 213
		SP:Iteration 18Q (2563.990000 sec): 3 clusters
  Score: Raw -9624668.320313 + Penalty 5461.198717 = -9619207.121595
  nChanged 190
		SP:Iteration 19Q (2564.570000 sec): 3 clusters
  Score: Raw -9624689.800205 + Penalty 5461.198717 = -9619228.601488
  nChanged 171
		SP:Iteration 20F (2565.170000 sec): 3 clusters
  Score: Raw -9624708.771820 + Penalty 5461.198717 = -9619247.573102
  nChanged 152
		SP:Iteration 21Q (2565.750000 sec): 3 clusters
  Score: Raw -9624723.962662 + Penalty 5461.198717 = -9619262.763945
  nChanged 132
		SP:Iteration 22Q (2566.290000 sec): 3 clusters
  Score: Raw -9624736.538756 + Penalty 5461.198717 = -9619275.340039
  nChanged 129
		SP:Iteration 23Q (2566.930000 sec): 3 clusters
  Score: Raw -9624748.461398 + Penalty 5461.198717 = -9619287.262680
  nChanged 115
		SP:Iteration 24Q (2567.590000 sec): 3 clusters
  Score: Raw -9624757.738806 + Penalty 5461.198717 = -9619296.540089
  nChanged 101
		SP:Iteration 25Q (2568.210000 sec): 3 clusters
  Score: Raw -9624765.731906 + Penalty 5461.198717 = -9619304.533189
  nChanged 82
		SP:Iteration 26Q (2568.770000 sec): 3 clusters
  Score: Raw -9624771.793885 + Penalty 5461.198717 = -9619310.595168
  nChanged 77
		SP:Iteration 27Q (2569.480000 sec): 3 clusters
  Score: Raw -9624776.635815 + Penalty 5461.198717 = -9619315.437098
  nChanged 67
		SP:Iteration 28Q (2570.120000 sec): 3 clusters
  Score: Raw -9624780.756302 + Penalty 5461.198717 = -9619319.557585
  nChanged 53
		SP:Iteration 29Q (2570.800000 sec): 3 clusters
  Score: Raw -9624783.753714 + Penalty 5461.198717 = -9619322.554996
  nChanged 45
		SP:Iteration 30Q (2571.470000 sec): 3 clusters
  Score: Raw -9624785.967228 + Penalty 5461.198717 = -9619324.768511
  nChanged 36
		SP:Iteration 31Q (2572.150000 sec): 3 clusters
  Score: Raw -9624787.845935 + Penalty 5461.198717 = -9619326.647218
  nChanged 27
		SP:Iteration 32Q (2572.820000 sec): 3 clusters
  Score: Raw -9624789.340432 + Penalty 5461.198717 = -9619328.141715
  nChanged 33
		SP:Iteration 33Q (2573.500000 sec): 3 clusters
  Score: Raw -9624791.184609 + Penalty 5461.198717 = -9619329.985892
  nChanged 26
		SP:Iteration 34Q (2574.180000 sec): 3 clusters
  Score: Raw -9624792.599548 + Penalty 5461.198717 = -9619331.400830
  nChanged 32
		SP:Iteration 35Q (2574.870000 sec): 3 clusters
  Score: Raw -9624794.444161 + Penalty 5461.198717 = -9619333.245444
  nChanged 31
		SP:Iteration 36Q (2575.530000 sec): 3 clusters
  Score: Raw -9624795.886839 + Penalty 5461.198717 = -9619334.688122
  nChanged 25
		SP:Iteration 37Q (2576.210000 sec): 3 clusters
  Score: Raw -9624796.908916 + Penalty 5461.198717 = -9619335.710198
  nChanged 17
		SP:Iteration 38Q (2576.880000 sec): 3 clusters
  Score: Raw -9624797.529392 + Penalty 5461.198717 = -9619336.330674
  nChanged 18
		SP:Iteration 39Q (2577.560000 sec): 3 clusters
  Score: Raw -9624798.286328 + Penalty 5461.198717 = -9619337.087610
  nChanged 13
		SP:Iteration 40F (2578.200000 sec): 3 clusters
  Score: Raw -9624798.685151 + Penalty 5461.198717 = -9619337.486434
  nChanged 7
		SP:Iteration 41Q (2578.870000 sec): 3 clusters
  Score: Raw -9624798.878939 + Penalty 5461.198717 = -9619337.680221
  nChanged 5
		SP:Iteration 42Q (2579.550000 sec): 3 clusters
  Score: Raw -9624798.989652 + Penalty 5461.198717 = -9619337.790935
  nChanged 3
		SP:Iteration 43Q (2580.230000 sec): 3 clusters
  Score: Raw -9624799.040622 + Penalty 5461.198717 = -9619337.841905
  nChanged 3
		SP:Iteration 44Q (2580.920000 sec): 3 clusters
  Score: Raw -9624799.104656 + Penalty 5461.198717 = -9619337.905939
  nChanged 6
		SP:Iteration 45Q (2581.560000 sec): 3 clusters
  Score: Raw -9624799.259469 + Penalty 5461.198717 = -9619338.060752
  nChanged 3
		SP:Iteration 46Q (2582.210000 sec): 3 clusters
  Score: Raw -9624799.467199 + Penalty 5461.198717 = -9619338.268482
  nChanged 6
		SP:Iteration 47Q (2582.800000 sec): 3 clusters
  Score: Raw -9624799.715599 + Penalty 5461.198717 = -9619338.516882
  nChanged 8
		SP:Iteration 48Q (2583.380000 sec): 3 clusters
  Score: Raw -9624800.106430 + Penalty 5461.198717 = -9619338.907713
  nChanged 9
		SP:Iteration 49Q (2583.950000 sec): 3 clusters
  Score: Raw -9624800.419983 + Penalty 5461.198717 = -9619339.221265
  nChanged 10
		SP:Iteration 50Q (2584.520000 sec): 3 clusters
  Score: Raw -9624800.685668 + Penalty 5461.198717 = -9619339.486950
  nChanged 9
		SP:Iteration 51Q (2585.090000 sec): 3 clusters
  Score: Raw -9624800.878516 + Penalty 5461.198717 = -9619339.679798
  nChanged 4
		SP:Iteration 52Q (2585.690000 sec): 3 clusters
  Score: Raw -9624800.972328 + Penalty 5461.198717 = -9619339.773610
  nChanged 1
		SP:Iteration 53Q (2586.230000 sec): 3 clusters
  Score: Raw -9624800.996603 + Penalty 5461.198717 = -9619339.797885
  nChanged 1
		SP:Iteration 54Q (2586.820000 sec): 3 clusters
  Score: Raw -9624801.034822 + Penalty 5461.198717 = -9619339.836105
  nChanged 0
		SP:Iteration 55F (2587.440000 sec): 3 clusters
  Score: Raw -9624801.034822 + Penalty 5461.198717 = -9619339.836105
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (78543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2588.060000 sec): 2 clusters
  Score: Raw -12213905.255366 + Penalty 2795.307578 = -12211109.947788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2588.760000 sec): 3 clusters
  Score: Raw -12164132.296965 + Penalty 5590.615156 = -12158541.681809
  nChanged 36895
		SP:Iteration 1F (2589.520000 sec): 3 clusters
  Score: Raw -12187281.293856 + Penalty 5590.615156 = -12181690.678700
  nChanged 5046
		SP:Iteration 2F (2590.310000 sec): 3 clusters
  Score: Raw -12193164.945971 + Penalty 5590.615156 = -12187574.330814
  nChanged 6750
		SP:Iteration 3F (2591.030000 sec): 3 clusters
  Score: Raw -12202915.300376 + Penalty 5590.615156 = -12197324.685220
  nChanged 7870
		SP:Iteration 4F (2591.800000 sec): 3 clusters
  Score: Raw -12212622.396421 + Penalty 5590.615156 = -12207031.781265
  nChanged 7210
		SP:Iteration 5F (2592.510000 sec): 3 clusters
  Score: Raw -12219442.088215 + Penalty 5590.615156 = -12213851.473059
  nChanged 5976
		SP:Iteration 6F (2593.240000 sec): 3 clusters
  Score: Raw -12224672.463345 + Penalty 5590.615156 = -12219081.848189
  nChanged 4838
		SP:Iteration 7F (2594.010000 sec): 3 clusters
  Score: Raw -12229258.987721 + Penalty 5590.615156 = -12223668.372565
  nChanged 4297
		SP:Iteration 8F (2594.710000 sec): 3 clusters
  Score: Raw -12233674.983810 + Penalty 5590.615156 = -12228084.368654
  nChanged 4019
		SP:Iteration 9F (2595.460000 sec): 3 clusters
  Score: Raw -12237980.809567 + Penalty 5590.615156 = -12232390.194411
  nChanged 3464
		SP:Iteration 10Q (2596.170000 sec): 3 clusters
  Score: Raw -12241774.539760 + Penalty 5590.615156 = -12236183.924604
  nChanged 2733
		SP:Iteration 11Q (2596.890000 sec): 3 clusters
  Score: Raw -12244539.097582 + Penalty 5590.615156 = -12238948.482426
  nChanged 1973
		SP:Iteration 12Q (2597.700000 sec): 3 clusters
  Score: Raw -12246306.697670 + Penalty 5590.615156 = -12240716.082514
  nChanged 1427
		SP:Iteration 13Q (2598.410000 sec): 3 clusters
  Score: Raw -12247401.919587 + Penalty 5590.615156 = -12241811.304431
  nChanged 1066
		SP:Iteration 14Q (2599.120000 sec): 3 clusters
  Score: Raw -12248082.202705 + Penalty 5590.615156 = -12242491.587549
  nChanged 847
		SP:Iteration 15Q (2599.790000 sec): 3 clusters
  Score: Raw -12248539.485874 + Penalty 5590.615156 = -12242948.870717
  nChanged 678
		SP:Iteration 16Q (2600.400000 sec): 3 clusters
  Score: Raw -12248803.123733 + Penalty 5590.615156 = -12243212.508577
  nChanged 536
		SP:Iteration 17Q (2601.060000 sec): 3 clusters
  Score: Raw -12248946.343708 + Penalty 5590.615156 = -12243355.728551
  nChanged 382
		SP:Iteration 18Q (2601.800000 sec): 3 clusters
  Score: Raw -12249023.726282 + Penalty 5590.615156 = -12243433.111126
  nChanged 275
		SP:Iteration 19Q (2602.470000 sec): 3 clusters
  Score: Raw -12249066.619349 + Penalty 5590.615156 = -12243476.004193
  nChanged 229
		SP:Iteration 20F (2603.240000 sec): 3 clusters
  Score: Raw -12249103.040709 + Penalty 5590.615156 = -12243512.425553
  nChanged 178
		SP:Iteration 21Q (2603.940000 sec): 3 clusters
  Score: Raw -12249122.589001 + Penalty 5590.615156 = -12243531.973845
  nChanged 128
		SP:Iteration 22Q (2604.650000 sec): 3 clusters
  Score: Raw -12249133.497602 + Penalty 5590.615156 = -12243542.882445
  nChanged 93
		SP:Iteration 23Q (2605.300000 sec): 3 clusters
  Score: Raw -12249140.103632 + Penalty 5590.615156 = -12243549.488476
  nChanged 75
		SP:Iteration 24Q (2605.900000 sec): 3 clusters
  Score: Raw -12249145.157505 + Penalty 5590.615156 = -12243554.542349
  nChanged 68
		SP:Iteration 25Q (2606.580000 sec): 3 clusters
  Score: Raw -12249149.614176 + Penalty 5590.615156 = -12243558.999020
  nChanged 65
		SP:Iteration 26Q (2607.210000 sec): 3 clusters
  Score: Raw -12249153.525933 + Penalty 5590.615156 = -12243562.910777
  nChanged 59
		SP:Iteration 27Q (2607.930000 sec): 3 clusters
  Score: Raw -12249156.257428 + Penalty 5590.615156 = -12243565.642272
  nChanged 52
		SP:Iteration 28Q (2608.630000 sec): 3 clusters
  Score: Raw -12249158.693836 + Penalty 5590.615156 = -12243568.078679
  nChanged 48
		SP:Iteration 29Q (2609.280000 sec): 3 clusters
  Score: Raw -12249160.986318 + Penalty 5590.615156 = -12243570.371162
  nChanged 31
		SP:Iteration 30Q (2609.980000 sec): 3 clusters
  Score: Raw -12249162.184716 + Penalty 5590.615156 = -12243571.569560
  nChanged 26
		SP:Iteration 31Q (2610.730000 sec): 3 clusters
  Score: Raw -12249163.014501 + Penalty 5590.615156 = -12243572.399345
  nChanged 15
		SP:Iteration 32Q (2611.370000 sec): 3 clusters
  Score: Raw -12249163.469278 + Penalty 5590.615156 = -12243572.854121
  nChanged 14
		SP:Iteration 33Q (2612.100000 sec): 3 clusters
  Score: Raw -12249163.849531 + Penalty 5590.615156 = -12243573.234375
  nChanged 10
		SP:Iteration 34Q (2612.850000 sec): 3 clusters
  Score: Raw -12249164.092241 + Penalty 5590.615156 = -12243573.477085
  nChanged 7
		SP:Iteration 35Q (2613.490000 sec): 3 clusters
  Score: Raw -12249164.240140 + Penalty 5590.615156 = -12243573.624984
  nChanged 5
		SP:Iteration 36Q (2614.280000 sec): 3 clusters
  Score: Raw -12249164.357506 + Penalty 5590.615156 = -12243573.742350
  nChanged 6
		SP:Iteration 37Q (2614.980000 sec): 3 clusters
  Score: Raw -12249164.473035 + Penalty 5590.615156 = -12243573.857879
  nChanged 6
		SP:Iteration 38Q (2615.630000 sec): 3 clusters
  Score: Raw -12249164.582326 + Penalty 5590.615156 = -12243573.967169
  nChanged 5
		SP:Iteration 39Q (2616.350000 sec): 3 clusters
  Score: Raw -12249164.645201 + Penalty 5590.615156 = -12243574.030045
  nChanged 3
		SP:Iteration 40F (2617.190000 sec): 3 clusters
  Score: Raw -12249164.711442 + Penalty 5590.615156 = -12243574.096286
  nChanged 3
		SP:Iteration 41Q (2617.940000 sec): 3 clusters
  Score: Raw -12249164.775137 + Penalty 5590.615156 = -12243574.159981
  nChanged 1
		SP:Iteration 42Q (2618.710000 sec): 3 clusters
  Score: Raw -12249164.794111 + Penalty 5590.615156 = -12243574.178955
  nChanged 2
		SP:Iteration 43Q (2619.510000 sec): 3 clusters
  Score: Raw -12249164.865127 + Penalty 5590.615156 = -12243574.249971
  nChanged 5
		SP:Iteration 44Q (2620.280000 sec): 3 clusters
  Score: Raw -12249164.997309 + Penalty 5590.615156 = -12243574.382153
  nChanged 3
		SP:Iteration 45Q (2621.100000 sec): 3 clusters
  Score: Raw -12249165.065057 + Penalty 5590.615156 = -12243574.449901
  nChanged 0
		SP:Iteration 46F (2621.910000 sec): 3 clusters
  Score: Raw -12249165.065057 + Penalty 5590.615156 = -12243574.449901
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (79083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2622.440000 sec): 2 clusters
  Score: Raw -11993468.893594 + Penalty 2797.006797 = -11990671.886797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2623.250000 sec): 3 clusters
  Score: Raw -11943382.341227 + Penalty 5594.013594 = -11937788.327634
  nChanged 37115
		SP:Iteration 1F (2624.100000 sec): 3 clusters
  Score: Raw -11967115.360491 + Penalty 5594.013594 = -11961521.346898
  nChanged 5803
		SP:Iteration 2F (2624.940000 sec): 3 clusters
  Score: Raw -11971300.112954 + Penalty 5594.013594 = -11965706.099360
  nChanged 6503
		SP:Iteration 3F (2625.790000 sec): 3 clusters
  Score: Raw -11976519.179087 + Penalty 5594.013594 = -11970925.165494
  nChanged 6580
		SP:Iteration 4F (2626.650000 sec): 3 clusters
  Score: Raw -11981991.937082 + Penalty 5594.013594 = -11976397.923489
  nChanged 5685
		SP:Iteration 5F (2627.370000 sec): 3 clusters
  Score: Raw -11986532.092057 + Penalty 5594.013594 = -11980938.078463
  nChanged 4212
		SP:Iteration 6F (2628.080000 sec): 3 clusters
  Score: Raw -11989500.791737 + Penalty 5594.013594 = -11983906.778143
  nChanged 3084
		SP:Iteration 7Q (2628.880000 sec): 3 clusters
  Score: Raw -11991554.367046 + Penalty 5594.013594 = -11985960.353452
  nChanged 2332
		SP:Iteration 8Q (2629.660000 sec): 3 clusters
  Score: Raw -11992984.005844 + Penalty 5594.013594 = -11987389.992250
  nChanged 1890
		SP:Iteration 9Q (2630.480000 sec): 3 clusters
  Score: Raw -11994049.531124 + Penalty 5594.013594 = -11988455.517530
  nChanged 1685
		SP:Iteration 10Q (2631.280000 sec): 3 clusters
  Score: Raw -11995095.427378 + Penalty 5594.013594 = -11989501.413785
  nChanged 1655
		SP:Iteration 11Q (2632.010000 sec): 3 clusters
  Score: Raw -11996253.373799 + Penalty 5594.013594 = -11990659.360205
  nChanged 1643
		SP:Iteration 12Q (2632.760000 sec): 3 clusters
  Score: Raw -11997509.243815 + Penalty 5594.013594 = -11991915.230222
  nChanged 1577
		SP:Iteration 13Q (2633.550000 sec): 3 clusters
  Score: Raw -11998679.946634 + Penalty 5594.013594 = -11993085.933041
  nChanged 1373
		SP:Iteration 14Q (2634.290000 sec): 3 clusters
  Score: Raw -11999491.912635 + Penalty 5594.013594 = -11993897.899041
  nChanged 1048
		SP:Iteration 15Q (2634.980000 sec): 3 clusters
  Score: Raw -11999972.497259 + Penalty 5594.013594 = -11994378.483666
  nChanged 823
		SP:Iteration 16Q (2635.790000 sec): 3 clusters
  Score: Raw -12000259.533271 + Penalty 5594.013594 = -11994665.519678
  nChanged 597
		SP:Iteration 17Q (2636.500000 sec): 3 clusters
  Score: Raw -12000470.358076 + Penalty 5594.013594 = -11994876.344482
  nChanged 538
		SP:Iteration 18Q (2637.220000 sec): 3 clusters
  Score: Raw -12000735.490561 + Penalty 5594.013594 = -11995141.476967
  nChanged 527
		SP:Iteration 19Q (2637.980000 sec): 3 clusters
  Score: Raw -12001078.409980 + Penalty 5594.013594 = -11995484.396386
  nChanged 574
		SP:Iteration 20F (2638.730000 sec): 3 clusters
  Score: Raw -12001655.993947 + Penalty 5594.013594 = -11996061.980353
  nChanged 694
		SP:Iteration 21Q (2639.490000 sec): 3 clusters
  Score: Raw -12002762.556432 + Penalty 5594.013594 = -11997168.542838
  nChanged 740
		SP:Iteration 22Q (2640.290000 sec): 3 clusters
  Score: Raw -12003787.117265 + Penalty 5594.013594 = -11998193.103672
  nChanged 555
		SP:Iteration 23Q (2641.050000 sec): 3 clusters
  Score: Raw -12004076.738187 + Penalty 5594.013594 = -11998482.724593
  nChanged 292
		SP:Iteration 24Q (2641.810000 sec): 3 clusters
  Score: Raw -12004129.540239 + Penalty 5594.013594 = -11998535.526646
  nChanged 123
		SP:Iteration 25Q (2642.560000 sec): 3 clusters
  Score: Raw -12004140.138519 + Penalty 5594.013594 = -11998546.124925
  nChanged 68
		SP:Iteration 26Q (2643.280000 sec): 3 clusters
  Score: Raw -12004143.593924 + Penalty 5594.013594 = -11998549.580330
  nChanged 36
		SP:Iteration 27Q (2644.050000 sec): 3 clusters
  Score: Raw -12004144.880685 + Penalty 5594.013594 = -11998550.867091
  nChanged 25
		SP:Iteration 28Q (2644.790000 sec): 3 clusters
  Score: Raw -12004145.905227 + Penalty 5594.013594 = -11998551.891634
  nChanged 23
		SP:Iteration 29Q (2645.450000 sec): 3 clusters
  Score: Raw -12004146.693945 + Penalty 5594.013594 = -11998552.680351
  nChanged 14
		SP:Iteration 30Q (2646.140000 sec): 3 clusters
  Score: Raw -12004147.169405 + Penalty 5594.013594 = -11998553.155811
  nChanged 11
		SP:Iteration 31Q (2646.830000 sec): 3 clusters
  Score: Raw -12004147.464694 + Penalty 5594.013594 = -11998553.451100
  nChanged 6
		SP:Iteration 32Q (2647.580000 sec): 3 clusters
  Score: Raw -12004147.593256 + Penalty 5594.013594 = -11998553.579663
  nChanged 2
		SP:Iteration 33Q (2648.340000 sec): 3 clusters
  Score: Raw -12004147.629884 + Penalty 5594.013594 = -11998553.616290
  nChanged 1
		SP:Iteration 34Q (2649.050000 sec): 3 clusters
  Score: Raw -12004147.646208 + Penalty 5594.013594 = -11998553.632614
  nChanged 1
		SP:Iteration 35Q (2649.780000 sec): 3 clusters
  Score: Raw -12004147.656144 + Penalty 5594.013594 = -11998553.642551
  nChanged 0
		SP:Iteration 36F (2650.560000 sec): 3 clusters
  Score: Raw -12004147.656144 + Penalty 5594.013594 = -11998553.642551
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (7245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2650.730000 sec): 2 clusters
  Score: Raw -967846.079565 + Penalty 2204.240580 = -965641.838985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2650.970000 sec): 3 clusters
  Score: Raw -964632.466496 + Penalty 4408.481160 = -960223.985336
  nChanged 3094
		SP:Iteration 1F (2651.180000 sec): 3 clusters
  Score: Raw -973062.996315 + Penalty 4408.481160 = -968654.515155
  nChanged 1585
		SP:Iteration 2F (2651.430000 sec): 3 clusters
  Score: Raw -980646.266177 + Penalty 4408.481160 = -976237.785017
  nChanged 917
		SP:Iteration 3F (2651.640000 sec): 3 clusters
  Score: Raw -985411.877347 + Penalty 4408.481160 = -981003.396187
  nChanged 493
		SP:Iteration 4F (2651.840000 sec): 3 clusters
  Score: Raw -988345.854061 + Penalty 4408.481160 = -983937.372901
  nChanged 284
		SP:Iteration 5Q (2652.090000 sec): 3 clusters
  Score: Raw -989412.843319 + Penalty 4408.481160 = -985004.362159
  nChanged 114
		SP:Iteration 6Q (2652.320000 sec): 3 clusters
  Score: Raw -989732.860826 + Penalty 4408.481160 = -985324.379666
  nChanged 35
		SP:Iteration 7Q (2652.540000 sec): 3 clusters
  Score: Raw -989821.262519 + Penalty 4408.481160 = -985412.781360
  nChanged 13
		SP:Iteration 8Q (2652.780000 sec): 3 clusters
  Score: Raw -989826.128436 + Penalty 4408.481160 = -985417.647276
  nChanged 3
		SP:Iteration 9Q (2652.980000 sec): 3 clusters
  Score: Raw -989827.103814 + Penalty 4408.481160 = -985418.622654
  nChanged 1
		SP:Iteration 10Q (2653.160000 sec): 3 clusters
  Score: Raw -989827.228398 + Penalty 4408.481160 = -985418.747238
  nChanged 2
		SP:Iteration 11Q (2653.420000 sec): 3 clusters
  Score: Raw -989827.470190 + Penalty 4408.481160 = -985418.989030
  nChanged 0
		SP:Iteration 12F (2653.570000 sec): 3 clusters
  Score: Raw -989827.470190 + Penalty 4408.481160 = -985418.989030
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (310017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2655.410000 sec): 2 clusters
  Score: Raw -49380018.498779 + Penalty 3135.806839 = -49376882.691941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2657.700000 sec): 3 clusters
  Score: Raw -49174899.264261 + Penalty 6271.613677 = -49168627.650584
  nChanged 149938
		SP:Iteration 1F (2659.560000 sec): 3 clusters
  Score: Raw -49264664.868426 + Penalty 6271.613677 = -49258393.254749
  nChanged 10652
		SP:Iteration 2Q (2662.550000 sec): 3 clusters
  Score: Raw -49268789.614563 + Penalty 6271.613677 = -49262518.000886
  nChanged 14510
		SP:Iteration 3Q (2665.520000 sec): 3 clusters
  Score: Raw -49276399.668519 + Penalty 6271.613677 = -49270128.054842
  nChanged 19848
		SP:Iteration 4F (2668.290000 sec): 3 clusters
  Score: Raw -49289060.082348 + Penalty 6271.613677 = -49282788.468670
  nChanged 25190
		SP:Iteration 5F (2670.570000 sec): 3 clusters
  Score: Raw -49307186.193423 + Penalty 6271.613677 = -49300914.579746
  nChanged 27653
		SP:Iteration 6F (2672.840000 sec): 3 clusters
  Score: Raw -49329151.878280 + Penalty 6271.613677 = -49322880.264603
  nChanged 24640
		SP:Iteration 7F (2675.170000 sec): 3 clusters
  Score: Raw -49350289.162099 + Penalty 6271.613677 = -49344017.548421
  nChanged 17106
		SP:Iteration 8F (2677.430000 sec): 3 clusters
  Score: Raw -49367158.514433 + Penalty 6271.613677 = -49360886.900756
  nChanged 9973
		SP:Iteration 9Q (2679.830000 sec): 3 clusters
  Score: Raw -49377092.418503 + Penalty 6271.613677 = -49370820.804826
  nChanged 6099
		SP:Iteration 10Q (2682.200000 sec): 3 clusters
  Score: Raw -49380749.887963 + Penalty 6271.613677 = -49374478.274286
  nChanged 4387
		SP:Iteration 11Q (2684.610000 sec): 3 clusters
  Score: Raw -49382652.285094 + Penalty 6271.613677 = -49376380.671416
  nChanged 3547
		SP:Iteration 12Q (2686.960000 sec): 3 clusters
  Score: Raw -49383951.029958 + Penalty 6271.613677 = -49377679.416281
  nChanged 3057
		SP:Iteration 13Q (2689.110000 sec): 3 clusters
  Score: Raw -49384926.251722 + Penalty 6271.613677 = -49378654.638045
  nChanged 2518
		SP:Iteration 14Q (2691.440000 sec): 3 clusters
  Score: Raw -49385644.750235 + Penalty 6271.613677 = -49379373.136558
  nChanged 2214
		SP:Iteration 15Q (2693.880000 sec): 3 clusters
  Score: Raw -49386234.885460 + Penalty 6271.613677 = -49379963.271783
  nChanged 1897
		SP:Iteration 16Q (2696.060000 sec): 3 clusters
  Score: Raw -49386690.903637 + Penalty 6271.613677 = -49380419.289960
  nChanged 1582
		SP:Iteration 17Q (2698.430000 sec): 3 clusters
  Score: Raw -49387028.961014 + Penalty 6271.613677 = -49380757.347336
  nChanged 1320
		SP:Iteration 18Q (2701.360000 sec): 3 clusters
  Score: Raw -49387280.528743 + Penalty 6271.613677 = -49381008.915066
  nChanged 1163
		SP:Iteration 19Q (2704.120000 sec): 3 clusters
  Score: Raw -49387483.439391 + Penalty 6271.613677 = -49381211.825714
  nChanged 935
		SP:Iteration 20F (2706.930000 sec): 3 clusters
  Score: Raw -49387635.080756 + Penalty 6271.613677 = -49381363.467079
  nChanged 829
		SP:Iteration 21Q (2709.710000 sec): 3 clusters
  Score: Raw -49387755.085331 + Penalty 6271.613677 = -49381483.471654
  nChanged 707
		SP:Iteration 22Q (2711.970000 sec): 3 clusters
  Score: Raw -49387852.025266 + Penalty 6271.613677 = -49381580.411589
  nChanged 627
		SP:Iteration 23Q (2714.180000 sec): 3 clusters
  Score: Raw -49387930.560922 + Penalty 6271.613677 = -49381658.947244
  nChanged 550
		SP:Iteration 24Q (2716.310000 sec): 3 clusters
  Score: Raw -49387992.987064 + Penalty 6271.613677 = -49381721.373386
  nChanged 478
		SP:Iteration 25Q (2718.710000 sec): 3 clusters
  Score: Raw -49388041.365731 + Penalty 6271.613677 = -49381769.752054
  nChanged 414
		SP:Iteration 26Q (2721.030000 sec): 3 clusters
  Score: Raw -49388081.939246 + Penalty 6271.613677 = -49381810.325569
  nChanged 346
		SP:Iteration 27Q (2723.240000 sec): 3 clusters
  Score: Raw -49388112.585352 + Penalty 6271.613677 = -49381840.971675
  nChanged 296
		SP:Iteration 28Q (2725.470000 sec): 3 clusters
  Score: Raw -49388136.094067 + Penalty 6271.613677 = -49381864.480389
  nChanged 268
		SP:Iteration 29Q (2727.750000 sec): 3 clusters
  Score: Raw -49388156.554582 + Penalty 6271.613677 = -49381884.940905
  nChanged 249
		SP:Iteration 30Q (2730.100000 sec): 3 clusters
  Score: Raw -49388173.707870 + Penalty 6271.613677 = -49381902.094193
  nChanged 192
		SP:Iteration 31Q (2732.530000 sec): 3 clusters
  Score: Raw -49388186.299515 + Penalty 6271.613677 = -49381914.685838
  nChanged 178
		SP:Iteration 32Q (2734.870000 sec): 3 clusters
  Score: Raw -49388197.042876 + Penalty 6271.613677 = -49381925.429199
  nChanged 151
		SP:Iteration 33Q (2737.200000 sec): 3 clusters
  Score: Raw -49388204.869606 + Penalty 6271.613677 = -49381933.255929
  nChanged 130
		SP:Iteration 34Q (2739.400000 sec): 3 clusters
  Score: Raw -49388211.387049 + Penalty 6271.613677 = -49381939.773372
  nChanged 97
		SP:Iteration 35Q (2741.580000 sec): 3 clusters
  Score: Raw -49388216.064867 + Penalty 6271.613677 = -49381944.451190
  nChanged 88
		SP:Iteration 36Q (2744.460000 sec): 3 clusters
  Score: Raw -49388220.246055 + Penalty 6271.613677 = -49381948.632378
  nChanged 76
		SP:Iteration 37Q (2747.290000 sec): 3 clusters
  Score: Raw -49388222.992691 + Penalty 6271.613677 = -49381951.379014
  nChanged 58
		SP:Iteration 38Q (2750.160000 sec): 3 clusters
  Score: Raw -49388225.240107 + Penalty 6271.613677 = -49381953.626430
  nChanged 69
		SP:Iteration 39Q (2753.000000 sec): 3 clusters
  Score: Raw -49388228.052094 + Penalty 6271.613677 = -49381956.438417
  nChanged 74
		SP:Iteration 40F (2755.210000 sec): 3 clusters
  Score: Raw -49388231.032603 + Penalty 6271.613677 = -49381959.418926
  nChanged 53
		SP:Iteration 41Q (2757.380000 sec): 3 clusters
  Score: Raw -49388232.988801 + Penalty 6271.613677 = -49381961.375124
  nChanged 46
		SP:Iteration 42Q (2759.740000 sec): 3 clusters
  Score: Raw -49388234.559612 + Penalty 6271.613677 = -49381962.945934
  nChanged 47
		SP:Iteration 43Q (2762.020000 sec): 3 clusters
  Score: Raw -49388235.908115 + Penalty 6271.613677 = -49381964.294438
  nChanged 34
		SP:Iteration 44Q (2764.120000 sec): 3 clusters
  Score: Raw -49388236.950442 + Penalty 6271.613677 = -49381965.336765
  nChanged 32
		SP:Iteration 45Q (2766.450000 sec): 3 clusters
  Score: Raw -49388237.837643 + Penalty 6271.613677 = -49381966.223966
  nChanged 23
		SP:Iteration 46Q (2768.850000 sec): 3 clusters
  Score: Raw -49388238.544285 + Penalty 6271.613677 = -49381966.930608
  nChanged 21
		SP:Iteration 47Q (2771.140000 sec): 3 clusters
  Score: Raw -49388239.155918 + Penalty 6271.613677 = -49381967.542241
  nChanged 24
		SP:Iteration 48Q (2773.470000 sec): 3 clusters
  Score: Raw -49388239.897830 + Penalty 6271.613677 = -49381968.284153
  nChanged 28
		SP:Iteration 49Q (2775.580000 sec): 3 clusters
  Score: Raw -49388241.008881 + Penalty 6271.613677 = -49381969.395203
  nChanged 22
		SP:Iteration 50Q (2777.790000 sec): 3 clusters
  Score: Raw -49388241.767679 + Penalty 6271.613677 = -49381970.154002
  nChanged 21
		SP:Iteration 51Q (2780.160000 sec): 3 clusters
  Score: Raw -49388242.306508 + Penalty 6271.613677 = -49381970.692831
  nChanged 19
		SP:Iteration 52Q (2782.470000 sec): 3 clusters
  Score: Raw -49388242.896334 + Penalty 6271.613677 = -49381971.282657
  nChanged 12
		SP:Iteration 53Q (2785.030000 sec): 3 clusters
  Score: Raw -49388243.192097 + Penalty 6271.613677 = -49381971.578420
  nChanged 9
		SP:Iteration 54Q (2787.810000 sec): 3 clusters
  Score: Raw -49388243.427466 + Penalty 6271.613677 = -49381971.813789
  nChanged 8
		SP:Iteration 55Q (2790.610000 sec): 3 clusters
  Score: Raw -49388243.652208 + Penalty 6271.613677 = -49381972.038530
  nChanged 5
		SP:Iteration 56Q (2793.380000 sec): 3 clusters
  Score: Raw -49388243.761014 + Penalty 6271.613677 = -49381972.147337
  nChanged 6
		SP:Iteration 57Q (2795.850000 sec): 3 clusters
  Score: Raw -49388243.897433 + Penalty 6271.613677 = -49381972.283756
  nChanged 4
		SP:Iteration 58Q (2798.160000 sec): 3 clusters
  Score: Raw -49388243.969401 + Penalty 6271.613677 = -49381972.355723
  nChanged 4
		SP:Iteration 59Q (2800.430000 sec): 3 clusters
  Score: Raw -49388244.035899 + Penalty 6271.613677 = -49381972.422222
  nChanged 3
		SP:Iteration 60F (2802.770000 sec): 3 clusters
  Score: Raw -49388244.073392 + Penalty 6271.613677 = -49381972.459715
  nChanged 2
		SP:Iteration 61Q (2805.090000 sec): 3 clusters
  Score: Raw -49388244.112986 + Penalty 6271.613677 = -49381972.499309
  nChanged 2
		SP:Iteration 62Q (2807.310000 sec): 3 clusters
  Score: Raw -49388244.152891 + Penalty 6271.613677 = -49381972.539213
  nChanged 1
		SP:Iteration 63Q (2809.530000 sec): 3 clusters
  Score: Raw -49388244.170328 + Penalty 6271.613677 = -49381972.556651
  nChanged 0
		SP:Iteration 64F (2811.720000 sec): 3 clusters
  Score: Raw -49388244.170328 + Penalty 6271.613677 = -49381972.556651
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (110332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2812.480000 sec): 2 clusters
  Score: Raw -17050440.004466 + Penalty 2879.589822 = -17047560.414645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2813.490000 sec): 3 clusters
  Score: Raw -16979550.627422 + Penalty 5759.179643 = -16973791.447778
  nChanged 52198
		SP:Iteration 1F (2814.320000 sec): 3 clusters
  Score: Raw -17017444.941381 + Penalty 5759.179643 = -17011685.761738
  nChanged 11100
		SP:Iteration 2F (2815.210000 sec): 3 clusters
  Score: Raw -17038476.705110 + Penalty 5759.179643 = -17032717.525467
  nChanged 15183
		SP:Iteration 3F (2816.110000 sec): 3 clusters
  Score: Raw -17071304.933455 + Penalty 5759.179643 = -17065545.753812
  nChanged 13113
		SP:Iteration 4F (2816.980000 sec): 3 clusters
  Score: Raw -17090001.315455 + Penalty 5759.179643 = -17084242.135812
  nChanged 6794
		SP:Iteration 5F (2817.830000 sec): 3 clusters
  Score: Raw -17095213.627781 + Penalty 5759.179643 = -17089454.448137
  nChanged 3993
		SP:Iteration 6Q (2818.750000 sec): 3 clusters
  Score: Raw -17097650.534306 + Penalty 5759.179643 = -17091891.354663
  nChanged 2715
		SP:Iteration 7Q (2819.620000 sec): 3 clusters
  Score: Raw -17099118.427187 + Penalty 5759.179643 = -17093359.247544
  nChanged 1997
		SP:Iteration 8Q (2820.550000 sec): 3 clusters
  Score: Raw -17099927.709315 + Penalty 5759.179643 = -17094168.529672
  nChanged 1417
		SP:Iteration 9Q (2821.460000 sec): 3 clusters
  Score: Raw -17100340.421065 + Penalty 5759.179643 = -17094581.241422
  nChanged 1014
		SP:Iteration 10Q (2822.430000 sec): 3 clusters
  Score: Raw -17100553.784378 + Penalty 5759.179643 = -17094794.604735
  nChanged 776
		SP:Iteration 11Q (2823.320000 sec): 3 clusters
  Score: Raw -17100682.723172 + Penalty 5759.179643 = -17094923.543528
  nChanged 662
		SP:Iteration 12Q (2824.250000 sec): 3 clusters
  Score: Raw -17100782.022077 + Penalty 5759.179643 = -17095022.842433
  nChanged 611
		SP:Iteration 13Q (2825.130000 sec): 3 clusters
  Score: Raw -17100871.755934 + Penalty 5759.179643 = -17095112.576290
  nChanged 559
		SP:Iteration 14Q (2826.140000 sec): 3 clusters
  Score: Raw -17100948.200553 + Penalty 5759.179643 = -17095189.020910
  nChanged 510
		SP:Iteration 15Q (2827.240000 sec): 3 clusters
  Score: Raw -17101017.109611 + Penalty 5759.179643 = -17095257.929967
  nChanged 470
		SP:Iteration 16Q (2828.290000 sec): 3 clusters
  Score: Raw -17101078.129461 + Penalty 5759.179643 = -17095318.949817
  nChanged 452
		SP:Iteration 17Q (2829.340000 sec): 3 clusters
  Score: Raw -17101137.915693 + Penalty 5759.179643 = -17095378.736049
  nChanged 452
		SP:Iteration 18Q (2830.390000 sec): 3 clusters
  Score: Raw -17101207.625575 + Penalty 5759.179643 = -17095448.445932
  nChanged 486
		SP:Iteration 19Q (2831.490000 sec): 3 clusters
  Score: Raw -17101280.653607 + Penalty 5759.179643 = -17095521.473963
  nChanged 451
		SP:Iteration 20F (2832.640000 sec): 3 clusters
  Score: Raw -17101343.724520 + Penalty 5759.179643 = -17095584.544876
  nChanged 442
		SP:Iteration 21Q (2833.700000 sec): 3 clusters
  Score: Raw -17101404.703321 + Penalty 5759.179643 = -17095645.523678
  nChanged 412
		SP:Iteration 22Q (2834.790000 sec): 3 clusters
  Score: Raw -17101458.413047 + Penalty 5759.179643 = -17095699.233403
  nChanged 412
		SP:Iteration 23Q (2835.840000 sec): 3 clusters
  Score: Raw -17101515.316114 + Penalty 5759.179643 = -17095756.136470
  nChanged 406
		SP:Iteration 24Q (2836.790000 sec): 3 clusters
  Score: Raw -17101577.901902 + Penalty 5759.179643 = -17095818.722258
  nChanged 428
		SP:Iteration 25Q (2837.750000 sec): 3 clusters
  Score: Raw -17101646.199463 + Penalty 5759.179643 = -17095887.019820
  nChanged 450
		SP:Iteration 26Q (2838.750000 sec): 3 clusters
  Score: Raw -17101723.393938 + Penalty 5759.179643 = -17095964.214295
  nChanged 481
		SP:Iteration 27Q (2839.680000 sec): 3 clusters
  Score: Raw -17101820.238697 + Penalty 5759.179643 = -17096061.059053
  nChanged 513
		SP:Iteration 28Q (2840.640000 sec): 3 clusters
  Score: Raw -17101933.559072 + Penalty 5759.179643 = -17096174.379428
  nChanged 513
		SP:Iteration 29Q (2841.520000 sec): 3 clusters
  Score: Raw -17102042.333770 + Penalty 5759.179643 = -17096283.154127
  nChanged 487
		SP:Iteration 30Q (2842.450000 sec): 3 clusters
  Score: Raw -17102136.826020 + Penalty 5759.179643 = -17096377.646376
  nChanged 490
		SP:Iteration 31Q (2843.380000 sec): 3 clusters
  Score: Raw -17102222.183231 + Penalty 5759.179643 = -17096463.003588
  nChanged 473
		SP:Iteration 32Q (2844.400000 sec): 3 clusters
  Score: Raw -17102309.304136 + Penalty 5759.179643 = -17096550.124493
  nChanged 456
		SP:Iteration 33Q (2845.320000 sec): 3 clusters
  Score: Raw -17102382.298513 + Penalty 5759.179643 = -17096623.118870
  nChanged 402
		SP:Iteration 34Q (2846.230000 sec): 3 clusters
  Score: Raw -17102435.351677 + Penalty 5759.179643 = -17096676.172033
  nChanged 339
		SP:Iteration 35Q (2847.140000 sec): 3 clusters
  Score: Raw -17102478.020537 + Penalty 5759.179643 = -17096718.840894
  nChanged 323
		SP:Iteration 36Q (2848.130000 sec): 3 clusters
  Score: Raw -17102513.952377 + Penalty 5759.179643 = -17096754.772734
  nChanged 288
		SP:Iteration 37Q (2849.050000 sec): 3 clusters
  Score: Raw -17102543.747805 + Penalty 5759.179643 = -17096784.568161
  nChanged 250
		SP:Iteration 38Q (2849.990000 sec): 3 clusters
  Score: Raw -17102566.584567 + Penalty 5759.179643 = -17096807.404923
  nChanged 232
		SP:Iteration 39Q (2850.870000 sec): 3 clusters
  Score: Raw -17102587.318175 + Penalty 5759.179643 = -17096828.138531
  nChanged 237
		SP:Iteration 40F (2851.860000 sec): 3 clusters
  Score: Raw -17102607.708975 + Penalty 5759.179643 = -17096848.529332
  nChanged 229
		SP:Iteration 41Q (2852.770000 sec): 3 clusters
  Score: Raw -17102628.294657 + Penalty 5759.179643 = -17096869.115013
  nChanged 254
		SP:Iteration 42Q (2853.750000 sec): 3 clusters
  Score: Raw -17102648.971815 + Penalty 5759.179643 = -17096889.792171
  nChanged 209
		SP:Iteration 43Q (2854.630000 sec): 3 clusters
  Score: Raw -17102662.024914 + Penalty 5759.179643 = -17096902.845270
  nChanged 171
		SP:Iteration 44Q (2855.640000 sec): 3 clusters
  Score: Raw -17102672.667731 + Penalty 5759.179643 = -17096913.488088
  nChanged 159
		SP:Iteration 45Q (2856.630000 sec): 3 clusters
  Score: Raw -17102682.952297 + Penalty 5759.179643 = -17096923.772653
  nChanged 140
		SP:Iteration 46Q (2857.630000 sec): 3 clusters
  Score: Raw -17102690.811969 + Penalty 5759.179643 = -17096931.632326
  nChanged 108
		SP:Iteration 47Q (2858.600000 sec): 3 clusters
  Score: Raw -17102695.399949 + Penalty 5759.179643 = -17096936.220306
  nChanged 78
		SP:Iteration 48Q (2859.510000 sec): 3 clusters
  Score: Raw -17102698.400730 + Penalty 5759.179643 = -17096939.221087
  nChanged 69
		SP:Iteration 49Q (2860.360000 sec): 3 clusters
  Score: Raw -17102700.932215 + Penalty 5759.179643 = -17096941.752572
  nChanged 67
		SP:Iteration 50Q (2861.320000 sec): 3 clusters
  Score: Raw -17102702.997156 + Penalty 5759.179643 = -17096943.817513
  nChanged 55
		SP:Iteration 51Q (2862.220000 sec): 3 clusters
  Score: Raw -17102704.595097 + Penalty 5759.179643 = -17096945.415454
  nChanged 51
		SP:Iteration 52Q (2863.160000 sec): 3 clusters
  Score: Raw -17102706.202742 + Penalty 5759.179643 = -17096947.023099
  nChanged 50
		SP:Iteration 53Q (2864.030000 sec): 3 clusters
  Score: Raw -17102707.970679 + Penalty 5759.179643 = -17096948.791035
  nChanged 41
		SP:Iteration 54Q (2864.890000 sec): 3 clusters
  Score: Raw -17102709.163493 + Penalty 5759.179643 = -17096949.983850
  nChanged 26
		SP:Iteration 55Q (2865.780000 sec): 3 clusters
  Score: Raw -17102709.891239 + Penalty 5759.179643 = -17096950.711596
  nChanged 29
		SP:Iteration 56Q (2866.720000 sec): 3 clusters
  Score: Raw -17102710.653155 + Penalty 5759.179643 = -17096951.473511
  nChanged 27
		SP:Iteration 57Q (2867.660000 sec): 3 clusters
  Score: Raw -17102711.269458 + Penalty 5759.179643 = -17096952.089814
  nChanged 28
		SP:Iteration 58Q (2868.640000 sec): 3 clusters
  Score: Raw -17102711.880957 + Penalty 5759.179643 = -17096952.701313
  nChanged 18
		SP:Iteration 59Q (2869.640000 sec): 3 clusters
  Score: Raw -17102712.271223 + Penalty 5759.179643 = -17096953.091580
  nChanged 17
		SP:Iteration 60F (2870.720000 sec): 3 clusters
  Score: Raw -17102712.683103 + Penalty 5759.179643 = -17096953.503460
  nChanged 14
		SP:Iteration 61Q (2871.800000 sec): 3 clusters
  Score: Raw -17102712.931987 + Penalty 5759.179643 = -17096953.752344
  nChanged 15
		SP:Iteration 62Q (2872.860000 sec): 3 clusters
  Score: Raw -17102713.194784 + Penalty 5759.179643 = -17096954.015140
  nChanged 12
		SP:Iteration 63Q (2873.960000 sec): 3 clusters
  Score: Raw -17102713.397675 + Penalty 5759.179643 = -17096954.218032
  nChanged 8
		SP:Iteration 64Q (2875.010000 sec): 3 clusters
  Score: Raw -17102713.564023 + Penalty 5759.179643 = -17096954.384379
  nChanged 6
		SP:Iteration 65Q (2875.960000 sec): 3 clusters
  Score: Raw -17102713.698684 + Penalty 5759.179643 = -17096954.519040
  nChanged 5
		SP:Iteration 66Q (2877.010000 sec): 3 clusters
  Score: Raw -17102713.834827 + Penalty 5759.179643 = -17096954.655184
  nChanged 3
		SP:Iteration 67Q (2878.060000 sec): 3 clusters
  Score: Raw -17102713.906737 + Penalty 5759.179643 = -17096954.727093
  nChanged 4
		SP:Iteration 68Q (2878.890000 sec): 3 clusters
  Score: Raw -17102714.085320 + Penalty 5759.179643 = -17096954.905676
  nChanged 6
		SP:Iteration 69Q (2879.680000 sec): 3 clusters
  Score: Raw -17102714.167881 + Penalty 5759.179643 = -17096954.988238
  nChanged 3
		SP:Iteration 70Q (2880.470000 sec): 3 clusters
  Score: Raw -17102714.222639 + Penalty 5759.179643 = -17096955.042996
  nChanged 6
		SP:Iteration 71Q (2881.330000 sec): 3 clusters
  Score: Raw -17102714.353729 + Penalty 5759.179643 = -17096955.174086
  nChanged 4
		SP:Iteration 72Q (2882.160000 sec): 3 clusters
  Score: Raw -17102714.404498 + Penalty 5759.179643 = -17096955.224854
  nChanged 3
		SP:Iteration 73Q (2883.030000 sec): 3 clusters
  Score: Raw -17102714.451212 + Penalty 5759.179643 = -17096955.271569
  nChanged 2
		SP:Iteration 74Q (2883.870000 sec): 3 clusters
  Score: Raw -17102714.469794 + Penalty 5759.179643 = -17096955.290151
  nChanged 1
		SP:Iteration 75Q (2884.730000 sec): 3 clusters
  Score: Raw -17102714.482699 + Penalty 5759.179643 = -17096955.303055
  nChanged 0
		SP:Iteration 76F (2885.590000 sec): 3 clusters
  Score: Raw -17102714.482699 + Penalty 5759.179643 = -17096955.303055
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 20F (3056.150000 sec): 35 clusters
  Score: Raw -288618499.307298 + Penalty 121781.684655 = -288496717.622643
  nChanged 121997
Iteration 21F (3238.470000 sec): 35 clusters
  Score: Raw -288674014.093756 + Penalty 121781.684655 = -288552232.409102
  nChanged 60998
Iteration 22Q (3359.680000 sec): 35 clusters
  Score: Raw -288700055.743979 + Penalty 121781.684655 = -288578274.059325
  nChanged 43982
Iteration 23Q (3479.870000 sec): 35 clusters
  Score: Raw -288716605.155339 + Penalty 121781.684655 = -288594823.470684
  nChanged 35045
Iteration 24Q (3599.000000 sec): 35 clusters
  Score: Raw -288728653.428607 + Penalty 121781.684655 = -288606871.743953
  nChanged 30138
Iteration 25Q (3718.020000 sec): 35 clusters
  Score: Raw -288738460.650337 + Penalty 121781.684655 = -288616678.965682
  nChanged 26454
Iteration 26Q (3844.800000 sec): 35 clusters
  Score: Raw -288746711.739650 + Penalty 121781.684655 = -288624930.054995
  nChanged 23713
Iteration 27Q (3963.060000 sec): 35 clusters
  Score: Raw -288753662.236991 + Penalty 121781.684655 = -288631880.552336
  nChanged 21249
Iteration 28Q (4086.120000 sec): 35 clusters
  Score: Raw -288759520.338714 + Penalty 121781.684655 = -288637738.654059
  nChanged 19231
Iteration 29Q (4206.900000 sec): 35 clusters
  Score: Raw -288764623.185490 + Penalty 121781.684655 = -288642841.500835
  nChanged 17369
Iteration 30Q (4327.230000 sec): 35 clusters
  Score: Raw -288768987.218494 + Penalty 121781.684655 = -288647205.533840
  nChanged 15784
Iteration 31Q (4454.100000 sec): 35 clusters
  Score: Raw -288772868.993695 + Penalty 121781.684655 = -288651087.309040
  nChanged 14443
Iteration 32Q (4577.300000 sec): 35 clusters
  Score: Raw -288776346.321495 + Penalty 121781.684655 = -288654564.636840
  nChanged 13356
Iteration 33Q (4713.570000 sec): 35 clusters
  Score: Raw -288779543.933820 + Penalty 121781.684655 = -288657762.249165
  nChanged 12489
Iteration 34Q (4859.980000 sec): 35 clusters
  Score: Raw -288782453.645371 + Penalty 121781.684655 = -288660671.960716
  nChanged 11576
Iteration 35Q (5003.890000 sec): 35 clusters
  Score: Raw -288785167.273971 + Penalty 121781.684655 = -288663385.589317
  nChanged 10743
Iteration 36Q (5150.830000 sec): 35 clusters
  Score: Raw -288787654.257584 + Penalty 121781.684655 = -288665872.572930
  nChanged 9891
Iteration 37Q (5293.270000 sec): 35 clusters
  Score: Raw -288789945.237135 + Penalty 121781.684655 = -288668163.552480
  nChanged 9134
Iteration 38Q (5429.560000 sec): 35 clusters
  Score: Raw -288792036.769341 + Penalty 121781.684655 = -288670255.084686
  nChanged 8379
Iteration 39Q (5559.030000 sec): 35 clusters
  Score: Raw -288793880.958740 + Penalty 121781.684655 = -288672099.274085
  nChanged 7800
Iteration 40F (5769.090000 sec): 35 clusters
  Score: Raw -288800081.874135 + Penalty 121781.684655 = -288678300.189480
  nChanged 10378
Iteration 41Q (5906.140000 sec): 35 clusters
  Score: Raw -288805101.679619 + Penalty 121781.684655 = -288683319.994965
  nChanged 11617
Iteration 42Q (6052.290000 sec): 35 clusters
  Score: Raw -288807929.879063 + Penalty 121781.684655 = -288686148.194408
  nChanged 10545
Iteration 43Q (6198.610000 sec): 35 clusters
  Score: Raw -288810151.660751 + Penalty 121781.684655 = -288688369.976097
  nChanged 9619
Iteration 44Q (6328.250000 sec): 35 clusters
  Score: Raw -288812125.790126 + Penalty 121781.684655 = -288690344.105472
  nChanged 8834
Iteration 45Q (6466.240000 sec): 35 clusters
  Score: Raw -288813970.408026 + Penalty 121781.684655 = -288692188.723371
  nChanged 8254
Iteration 46Q (6593.200000 sec): 35 clusters
  Score: Raw -288815715.106822 + Penalty 121781.684655 = -288693933.422167
  nChanged 7659
Iteration 47Q (6725.900000 sec): 35 clusters
  Score: Raw -288817221.799167 + Penalty 121781.684655 = -288695440.114513
  nChanged 6816
Iteration 48Q (6847.720000 sec): 35 clusters
  Score: Raw -288818371.811904 + Penalty 121781.684655 = -288696590.127250
  nChanged 6152
Iteration 49Q (6963.830000 sec): 35 clusters
  Score: Raw -288819254.538828 + Penalty 121781.684655 = -288697472.854173
  nChanged 5625
Iteration 50Q (7060.190000 sec): 35 clusters
  Score: Raw -288819936.494574 + Penalty 121781.684655 = -288698154.809920
  nChanged 4986
Iteration 51Q (7177.110000 sec): 35 clusters
  Score: Raw -288820452.810271 + Penalty 121781.684655 = -288698671.125616
  nChanged 4377
Iteration 52Q (7300.670000 sec): 35 clusters
  Score: Raw -288820850.137023 + Penalty 121781.684655 = -288699068.452368
  nChanged 3876
Iteration 53Q (7422.850000 sec): 35 clusters
  Score: Raw -288821170.620979 + Penalty 121781.684655 = -288699388.936324
  nChanged 3434
Iteration 54Q (7542.600000 sec): 35 clusters
  Score: Raw -288821435.999012 + Penalty 121781.684655 = -288699654.314358
  nChanged 3165
Iteration 55Q (7653.660000 sec): 35 clusters
  Score: Raw -288821669.828354 + Penalty 121781.684655 = -288699888.143699
  nChanged 3159
Iteration 56Q (7757.680000 sec): 35 clusters
  Score: Raw -288821888.391387 + Penalty 121781.684655 = -288700106.706733
  nChanged 2982
Iteration 57Q (7864.820000 sec): 35 clusters
  Score: Raw -288822091.828831 + Penalty 121781.684655 = -288700310.144176
  nChanged 2758
Iteration 58Q (7984.780000 sec): 35 clusters
  Score: Raw -288822284.667468 + Penalty 121781.684655 = -288700502.982814
  nChanged 2618
Writing temp clu file 
Because OldScore, -288700310.144176, is greater than current (better) Score,-288700502.982814 
 Compute initial score before splitting:   Score: Raw -288822284.667468 + Penalty 121781.684655 = -288700502.982814
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (43977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7985.500000 sec): 2 clusters
  Score: Raw -6923813.266468 + Penalty 2651.472668 = -6921161.793800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7986.000000 sec): 3 clusters
  Score: Raw -6896753.793454 + Penalty 5302.945336 = -6891450.848118
  nChanged 20142
		SP:Iteration 1F (7986.500000 sec): 3 clusters
  Score: Raw -6908279.043700 + Penalty 5302.945336 = -6902976.098364
  nChanged 2135
		SP:Iteration 2Q (7986.990000 sec): 3 clusters
  Score: Raw -6909062.605492 + Penalty 5302.945336 = -6903759.660156
  nChanged 2074
		SP:Iteration 3Q (7987.530000 sec): 3 clusters
  Score: Raw -6909954.237554 + Penalty 5302.945336 = -6904651.292217
  nChanged 2117
		SP:Iteration 4Q (7988.090000 sec): 3 clusters
  Score: Raw -6911190.996414 + Penalty 5302.945336 = -6905888.051078
  nChanged 2460
		SP:Iteration 5F (7988.610000 sec): 3 clusters
  Score: Raw -6913105.193461 + Penalty 5302.945336 = -6907802.248125
  nChanged 2904
		SP:Iteration 6F (7989.140000 sec): 3 clusters
  Score: Raw -6915767.702524 + Penalty 5302.945336 = -6910464.757188
  nChanged 3197
		SP:Iteration 7F (7989.660000 sec): 3 clusters
  Score: Raw -6918998.134654 + Penalty 5302.945336 = -6913695.189318
  nChanged 3129
		SP:Iteration 8F (7990.140000 sec): 3 clusters
  Score: Raw -6921635.869104 + Penalty 5302.945336 = -6916332.923768
  nChanged 2601
		SP:Iteration 9F (7990.620000 sec): 3 clusters
  Score: Raw -6923187.116650 + Penalty 5302.945336 = -6917884.171314
  nChanged 1973
		SP:Iteration 10Q (7991.130000 sec): 3 clusters
  Score: Raw -6924094.562129 + Penalty 5302.945336 = -6918791.616792
  nChanged 1439
		SP:Iteration 11Q (7991.690000 sec): 3 clusters
  Score: Raw -6924624.510016 + Penalty 5302.945336 = -6919321.564680
  nChanged 1029
		SP:Iteration 12Q (7992.150000 sec): 3 clusters
  Score: Raw -6924925.569531 + Penalty 5302.945336 = -6919622.624195
  nChanged 766
		SP:Iteration 13Q (7992.640000 sec): 3 clusters
  Score: Raw -6925103.446705 + Penalty 5302.945336 = -6919800.501369
  nChanged 583
		SP:Iteration 14Q (7993.190000 sec): 3 clusters
  Score: Raw -6925218.670928 + Penalty 5302.945336 = -6919915.725592
  nChanged 475
		SP:Iteration 15Q (7993.730000 sec): 3 clusters
  Score: Raw -6925297.726291 + Penalty 5302.945336 = -6919994.780954
  nChanged 358
		SP:Iteration 16Q (7994.210000 sec): 3 clusters
  Score: Raw -6925348.224815 + Penalty 5302.945336 = -6920045.279479
  nChanged 306
		SP:Iteration 17Q (7994.700000 sec): 3 clusters
  Score: Raw -6925388.584358 + Penalty 5302.945336 = -6920085.639022
  nChanged 283
		SP:Iteration 18Q (7995.210000 sec): 3 clusters
  Score: Raw -6925428.778424 + Penalty 5302.945336 = -6920125.833088
  nChanged 281
		SP:Iteration 19Q (7995.680000 sec): 3 clusters
  Score: Raw -6925472.695563 + Penalty 5302.945336 = -6920169.750227
  nChanged 272
		SP:Iteration 20F (7996.140000 sec): 3 clusters
  Score: Raw -6925522.978763 + Penalty 5302.945336 = -6920220.033426
  nChanged 303
		SP:Iteration 21Q (7996.610000 sec): 3 clusters
  Score: Raw -6925592.940989 + Penalty 5302.945336 = -6920289.995653
  nChanged 340
		SP:Iteration 22Q (7997.130000 sec): 3 clusters
  Score: Raw -6925685.794516 + Penalty 5302.945336 = -6920382.849179
  nChanged 395
		SP:Iteration 23Q (7997.710000 sec): 3 clusters
  Score: Raw -6925807.084675 + Penalty 5302.945336 = -6920504.139339
  nChanged 441
		SP:Iteration 24Q (7998.250000 sec): 3 clusters
  Score: Raw -6925959.201314 + Penalty 5302.945336 = -6920656.255978
  nChanged 524
		SP:Iteration 25Q (7998.740000 sec): 3 clusters
  Score: Raw -6926156.924653 + Penalty 5302.945336 = -6920853.979316
  nChanged 579
		SP:Iteration 26Q (7999.290000 sec): 3 clusters
  Score: Raw -6926402.965895 + Penalty 5302.945336 = -6921100.020558
  nChanged 630
		SP:Iteration 27Q (7999.740000 sec): 3 clusters
  Score: Raw -6926659.155619 + Penalty 5302.945336 = -6921356.210282
  nChanged 622
		SP:Iteration 28Q (8000.280000 sec): 3 clusters
  Score: Raw -6926897.341550 + Penalty 5302.945336 = -6921594.396213
  nChanged 625
		SP:Iteration 29Q (8000.860000 sec): 3 clusters
  Score: Raw -6927108.624179 + Penalty 5302.945336 = -6921805.678843
  nChanged 593
		SP:Iteration 30Q (8001.310000 sec): 3 clusters
  Score: Raw -6927293.800345 + Penalty 5302.945336 = -6921990.855008
  nChanged 566
		SP:Iteration 31Q (8001.880000 sec): 3 clusters
  Score: Raw -6927444.775760 + Penalty 5302.945336 = -6922141.830424
  nChanged 555
		SP:Iteration 32Q (8002.410000 sec): 3 clusters
  Score: Raw -6927592.121348 + Penalty 5302.945336 = -6922289.176012
  nChanged 535
		SP:Iteration 33Q (8002.990000 sec): 3 clusters
  Score: Raw -6927724.488543 + Penalty 5302.945336 = -6922421.543207
  nChanged 459
		SP:Iteration 34Q (8003.540000 sec): 3 clusters
  Score: Raw -6927832.951256 + Penalty 5302.945336 = -6922530.005919
  nChanged 442
		SP:Iteration 35Q (8004.130000 sec): 3 clusters
  Score: Raw -6927941.780914 + Penalty 5302.945336 = -6922638.835578
  nChanged 453
		SP:Iteration 36Q (8004.720000 sec): 3 clusters
  Score: Raw -6928051.628037 + Penalty 5302.945336 = -6922748.682700
  nChanged 445
		SP:Iteration 37Q (8005.320000 sec): 3 clusters
  Score: Raw -6928172.069580 + Penalty 5302.945336 = -6922869.124244
  nChanged 481
		SP:Iteration 38Q (8005.920000 sec): 3 clusters
  Score: Raw -6928307.923580 + Penalty 5302.945336 = -6923004.978244
  nChanged 489
		SP:Iteration 39Q (8006.500000 sec): 3 clusters
  Score: Raw -6928455.348006 + Penalty 5302.945336 = -6923152.402670
  nChanged 491
		SP:Iteration 40F (8007.050000 sec): 3 clusters
  Score: Raw -6928654.870725 + Penalty 5302.945336 = -6923351.925389
  nChanged 536
		SP:Iteration 41Q (8007.640000 sec): 3 clusters
  Score: Raw -6928888.180558 + Penalty 5302.945336 = -6923585.235222
  nChanged 578
		SP:Iteration 42Q (8008.180000 sec): 3 clusters
  Score: Raw -6929166.282576 + Penalty 5302.945336 = -6923863.337240
  nChanged 655
		SP:Iteration 43Q (8008.740000 sec): 3 clusters
  Score: Raw -6929511.385400 + Penalty 5302.945336 = -6924208.440064
  nChanged 622
		SP:Iteration 44Q (8009.280000 sec): 3 clusters
  Score: Raw -6929826.698556 + Penalty 5302.945336 = -6924523.753220
  nChanged 595
		SP:Iteration 45Q (8009.800000 sec): 3 clusters
  Score: Raw -6930130.451215 + Penalty 5302.945336 = -6924827.505878
  nChanged 588
		SP:Iteration 46Q (8010.350000 sec): 3 clusters
  Score: Raw -6930458.090235 + Penalty 5302.945336 = -6925155.144898
  nChanged 563
		SP:Iteration 47Q (8010.860000 sec): 3 clusters
  Score: Raw -6930882.530052 + Penalty 5302.945336 = -6925579.584716
  nChanged 578
		SP:Iteration 48Q (8011.410000 sec): 3 clusters
  Score: Raw -6931531.891534 + Penalty 5302.945336 = -6926228.946197
  nChanged 559
		SP:Iteration 49Q (8011.920000 sec): 3 clusters
  Score: Raw -6932165.256453 + Penalty 5302.945336 = -6926862.311117
  nChanged 457
		SP:Iteration 50Q (8012.470000 sec): 3 clusters
  Score: Raw -6932492.315314 + Penalty 5302.945336 = -6927189.369978
  nChanged 332
		SP:Iteration 51Q (8012.990000 sec): 3 clusters
  Score: Raw -6932660.725624 + Penalty 5302.945336 = -6927357.780288
  nChanged 274
		SP:Iteration 52Q (8013.540000 sec): 3 clusters
  Score: Raw -6932773.774909 + Penalty 5302.945336 = -6927470.829573
  nChanged 230
		SP:Iteration 53Q (8014.050000 sec): 3 clusters
  Score: Raw -6932846.054567 + Penalty 5302.945336 = -6927543.109231
  nChanged 194
		SP:Iteration 54Q (8014.570000 sec): 3 clusters
  Score: Raw -6932899.258766 + Penalty 5302.945336 = -6927596.313430
  nChanged 158
		SP:Iteration 55Q (8015.130000 sec): 3 clusters
  Score: Raw -6932941.125050 + Penalty 5302.945336 = -6927638.179714
  nChanged 118
		SP:Iteration 56Q (8015.630000 sec): 3 clusters
  Score: Raw -6932968.504983 + Penalty 5302.945336 = -6927665.559647
  nChanged 97
		SP:Iteration 57Q (8016.150000 sec): 3 clusters
  Score: Raw -6932983.465434 + Penalty 5302.945336 = -6927680.520098
  nChanged 77
		SP:Iteration 58Q (8016.660000 sec): 3 clusters
  Score: Raw -6932994.486774 + Penalty 5302.945336 = -6927691.541438
  nChanged 58
		SP:Iteration 59Q (8017.150000 sec): 3 clusters
  Score: Raw -6933001.394430 + Penalty 5302.945336 = -6927698.449094
  nChanged 47
		SP:Iteration 60F (8017.680000 sec): 3 clusters
  Score: Raw -6933010.369218 + Penalty 5302.945336 = -6927707.423882
  nChanged 47
		SP:Iteration 61Q (8018.140000 sec): 3 clusters
  Score: Raw -6933016.300155 + Penalty 5302.945336 = -6927713.354819
  nChanged 39
		SP:Iteration 62Q (8018.620000 sec): 3 clusters
  Score: Raw -6933020.386715 + Penalty 5302.945336 = -6927717.441378
  nChanged 32
		SP:Iteration 63Q (8019.090000 sec): 3 clusters
  Score: Raw -6933023.470696 + Penalty 5302.945336 = -6927720.525360
  nChanged 29
		SP:Iteration 64Q (8019.530000 sec): 3 clusters
  Score: Raw -6933026.050490 + Penalty 5302.945336 = -6927723.105154
  nChanged 18
		SP:Iteration 65Q (8020.030000 sec): 3 clusters
  Score: Raw -6933027.769614 + Penalty 5302.945336 = -6927724.824278
  nChanged 19
		SP:Iteration 66Q (8020.470000 sec): 3 clusters
  Score: Raw -6933029.510854 + Penalty 5302.945336 = -6927726.565517
  nChanged 24
		SP:Iteration 67Q (8020.990000 sec): 3 clusters
  Score: Raw -6933031.929205 + Penalty 5302.945336 = -6927728.983869
  nChanged 19
		SP:Iteration 68Q (8021.470000 sec): 3 clusters
  Score: Raw -6933033.581253 + Penalty 5302.945336 = -6927730.635917
  nChanged 9
		SP:Iteration 69Q (8021.850000 sec): 3 clusters
  Score: Raw -6933034.221089 + Penalty 5302.945336 = -6927731.275753
  nChanged 7
		SP:Iteration 70Q (8022.260000 sec): 3 clusters
  Score: Raw -6933034.565567 + Penalty 5302.945336 = -6927731.620230
  nChanged 5
		SP:Iteration 71Q (8022.740000 sec): 3 clusters
  Score: Raw -6933035.206564 + Penalty 5302.945336 = -6927732.261228
  nChanged 10
		SP:Iteration 72Q (8023.180000 sec): 3 clusters
  Score: Raw -6933036.279716 + Penalty 5302.945336 = -6927733.334380
  nChanged 11
		SP:Iteration 73Q (8023.650000 sec): 3 clusters
  Score: Raw -6933037.409451 + Penalty 5302.945336 = -6927734.464115
  nChanged 16
		SP:Iteration 74Q (8024.140000 sec): 3 clusters
  Score: Raw -6933038.610692 + Penalty 5302.945336 = -6927735.665355
  nChanged 12
		SP:Iteration 75Q (8024.600000 sec): 3 clusters
  Score: Raw -6933039.538695 + Penalty 5302.945336 = -6927736.593359
  nChanged 10
		SP:Iteration 76Q (8024.990000 sec): 3 clusters
  Score: Raw -6933040.105270 + Penalty 5302.945336 = -6927737.159934
  nChanged 4
		SP:Iteration 77Q (8025.430000 sec): 3 clusters
  Score: Raw -6933040.368450 + Penalty 5302.945336 = -6927737.423114
  nChanged 7
		SP:Iteration 78Q (8025.960000 sec): 3 clusters
  Score: Raw -6933040.823484 + Penalty 5302.945336 = -6927737.878148
  nChanged 7
		SP:Iteration 79Q (8026.380000 sec): 3 clusters
  Score: Raw -6933041.158717 + Penalty 5302.945336 = -6927738.213381
  nChanged 5
		SP:Iteration 80F (8026.880000 sec): 3 clusters
  Score: Raw -6933041.448859 + Penalty 5302.945336 = -6927738.503522
  nChanged 4
		SP:Iteration 81Q (8027.400000 sec): 3 clusters
  Score: Raw -6933041.658349 + Penalty 5302.945336 = -6927738.713013
  nChanged 3
		SP:Iteration 82Q (8027.880000 sec): 3 clusters
  Score: Raw -6933041.764480 + Penalty 5302.945336 = -6927738.819144
  nChanged 5
		SP:Iteration 83Q (8028.360000 sec): 3 clusters
  Score: Raw -6933042.149680 + Penalty 5302.945336 = -6927739.204343
  nChanged 3
		SP:Iteration 84Q (8028.810000 sec): 3 clusters
  Score: Raw -6933042.326349 + Penalty 5302.945336 = -6927739.381013
  nChanged 3
		SP:Iteration 85Q (8029.270000 sec): 3 clusters
  Score: Raw -6933042.469542 + Penalty 5302.945336 = -6927739.524206
  nChanged 1
		SP:Iteration 86Q (8029.720000 sec): 3 clusters
  Score: Raw -6933042.510253 + Penalty 5302.945336 = -6927739.564917
  nChanged 0
		SP:Iteration 87F (8030.250000 sec): 3 clusters
  Score: Raw -6933042.510253 + Penalty 5302.945336 = -6927739.564917
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (134124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8031.200000 sec): 2 clusters
  Score: Raw -21725644.609919 + Penalty 2928.016966 = -21722716.592953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8032.420000 sec): 3 clusters
  Score: Raw -21638976.710757 + Penalty 5856.033932 = -21633120.676825
  nChanged 63830
		SP:Iteration 1F (8033.580000 sec): 3 clusters
  Score: Raw -21676176.437454 + Penalty 5856.033932 = -21670320.403522
  nChanged 4797
		SP:Iteration 2Q (8034.820000 sec): 3 clusters
  Score: Raw -21677595.847124 + Penalty 5856.033932 = -21671739.813192
  nChanged 5289
		SP:Iteration 3Q (8035.950000 sec): 3 clusters
  Score: Raw -21679409.596243 + Penalty 5856.033932 = -21673553.562311
  nChanged 6064
		SP:Iteration 4Q (8037.140000 sec): 3 clusters
  Score: Raw -21681940.283521 + Penalty 5856.033932 = -21676084.249589
  nChanged 7011
		SP:Iteration 5F (8038.120000 sec): 3 clusters
  Score: Raw -21685526.083833 + Penalty 5856.033932 = -21679670.049901
  nChanged 7801
		SP:Iteration 6F (8039.180000 sec): 3 clusters
  Score: Raw -21690027.514069 + Penalty 5856.033932 = -21684171.480137
  nChanged 8026
		SP:Iteration 7F (8040.340000 sec): 3 clusters
  Score: Raw -21694828.675771 + Penalty 5856.033932 = -21688972.641839
  nChanged 7640
		SP:Iteration 8F (8041.400000 sec): 3 clusters
  Score: Raw -21699647.893434 + Penalty 5856.033932 = -21693791.859502
  nChanged 7234
		SP:Iteration 9F (8042.570000 sec): 3 clusters
  Score: Raw -21704308.031660 + Penalty 5856.033932 = -21698451.997728
  nChanged 6670
		SP:Iteration 10Q (8043.650000 sec): 3 clusters
  Score: Raw -21708488.685849 + Penalty 5856.033932 = -21702632.651917
  nChanged 6237
		SP:Iteration 11Q (8044.830000 sec): 3 clusters
  Score: Raw -21712205.820092 + Penalty 5856.033932 = -21706349.786160
  nChanged 5740
		SP:Iteration 12Q (8045.910000 sec): 3 clusters
  Score: Raw -21715371.006418 + Penalty 5856.033932 = -21709514.972486
  nChanged 5377
		SP:Iteration 13Q (8047.110000 sec): 3 clusters
  Score: Raw -21718012.474811 + Penalty 5856.033932 = -21712156.440879
  nChanged 4757
		SP:Iteration 14Q (8048.260000 sec): 3 clusters
  Score: Raw -21720100.144964 + Penalty 5856.033932 = -21714244.111032
  nChanged 4230
		SP:Iteration 15Q (8049.340000 sec): 3 clusters
  Score: Raw -21721829.844735 + Penalty 5856.033932 = -21715973.810803
  nChanged 3658
		SP:Iteration 16Q (8050.410000 sec): 3 clusters
  Score: Raw -21723232.512129 + Penalty 5856.033932 = -21717376.478197
  nChanged 3026
		SP:Iteration 17Q (8051.460000 sec): 3 clusters
  Score: Raw -21724294.014273 + Penalty 5856.033932 = -21718437.980341
  nChanged 2525
		SP:Iteration 18Q (8052.580000 sec): 3 clusters
  Score: Raw -21725112.797329 + Penalty 5856.033932 = -21719256.763397
  nChanged 1995
		SP:Iteration 19Q (8053.690000 sec): 3 clusters
  Score: Raw -21725701.685951 + Penalty 5856.033932 = -21719845.652019
  nChanged 1639
		SP:Iteration 20F (8054.660000 sec): 3 clusters
  Score: Raw -21726161.838960 + Penalty 5856.033932 = -21720305.805028
  nChanged 1341
		SP:Iteration 21Q (8055.820000 sec): 3 clusters
  Score: Raw -21726504.387445 + Penalty 5856.033932 = -21720648.353513
  nChanged 1032
		SP:Iteration 22Q (8056.780000 sec): 3 clusters
  Score: Raw -21726745.129057 + Penalty 5856.033932 = -21720889.095125
  nChanged 780
		SP:Iteration 23Q (8057.910000 sec): 3 clusters
  Score: Raw -21726910.649990 + Penalty 5856.033932 = -21721054.616058
  nChanged 657
		SP:Iteration 24Q (8058.960000 sec): 3 clusters
  Score: Raw -21727031.106799 + Penalty 5856.033932 = -21721175.072867
  nChanged 504
		SP:Iteration 25Q (8060.040000 sec): 3 clusters
  Score: Raw -21727118.238300 + Penalty 5856.033932 = -21721262.204368
  nChanged 395
		SP:Iteration 26Q (8061.170000 sec): 3 clusters
  Score: Raw -21727185.412062 + Penalty 5856.033932 = -21721329.378130
  nChanged 312
		SP:Iteration 27Q (8062.220000 sec): 3 clusters
  Score: Raw -21727232.262202 + Penalty 5856.033932 = -21721376.228270
  nChanged 236
		SP:Iteration 28Q (8063.330000 sec): 3 clusters
  Score: Raw -21727264.410161 + Penalty 5856.033932 = -21721408.376229
  nChanged 201
		SP:Iteration 29Q (8064.400000 sec): 3 clusters
  Score: Raw -21727291.481584 + Penalty 5856.033932 = -21721435.447652
  nChanged 195
		SP:Iteration 30Q (8065.480000 sec): 3 clusters
  Score: Raw -21727317.277467 + Penalty 5856.033932 = -21721461.243535
  nChanged 163
		SP:Iteration 31Q (8066.570000 sec): 3 clusters
  Score: Raw -21727336.598547 + Penalty 5856.033932 = -21721480.564615
  nChanged 139
		SP:Iteration 32Q (8067.690000 sec): 3 clusters
  Score: Raw -21727352.353868 + Penalty 5856.033932 = -21721496.319936
  nChanged 116
		SP:Iteration 33Q (8068.730000 sec): 3 clusters
  Score: Raw -21727364.319056 + Penalty 5856.033932 = -21721508.285124
  nChanged 107
		SP:Iteration 34Q (8069.760000 sec): 3 clusters
  Score: Raw -21727375.834288 + Penalty 5856.033932 = -21721519.800356
  nChanged 107
		SP:Iteration 35Q (8070.880000 sec): 3 clusters
  Score: Raw -21727387.788509 + Penalty 5856.033932 = -21721531.754577
  nChanged 95
		SP:Iteration 36Q (8071.990000 sec): 3 clusters
  Score: Raw -21727397.587168 + Penalty 5856.033932 = -21721541.553236
  nChanged 72
		SP:Iteration 37Q (8073.050000 sec): 3 clusters
  Score: Raw -21727404.033747 + Penalty 5856.033932 = -21721547.999815
  nChanged 61
		SP:Iteration 38Q (8074.090000 sec): 3 clusters
  Score: Raw -21727409.354684 + Penalty 5856.033932 = -21721553.320752
  nChanged 44
		SP:Iteration 39Q (8075.330000 sec): 3 clusters
  Score: Raw -21727413.668742 + Penalty 5856.033932 = -21721557.634810
  nChanged 46
		SP:Iteration 40F (8076.690000 sec): 3 clusters
  Score: Raw -21727417.658761 + Penalty 5856.033932 = -21721561.624829
  nChanged 44
		SP:Iteration 41Q (8077.960000 sec): 3 clusters
  Score: Raw -21727421.494659 + Penalty 5856.033932 = -21721565.460727
  nChanged 37
		SP:Iteration 42Q (8079.190000 sec): 3 clusters
  Score: Raw -21727425.226934 + Penalty 5856.033932 = -21721569.193002
  nChanged 38
		SP:Iteration 43Q (8080.430000 sec): 3 clusters
  Score: Raw -21727428.841244 + Penalty 5856.033932 = -21721572.807312
  nChanged 30
		SP:Iteration 44Q (8081.670000 sec): 3 clusters
  Score: Raw -21727431.438719 + Penalty 5856.033932 = -21721575.404787
  nChanged 32
		SP:Iteration 45Q (8082.870000 sec): 3 clusters
  Score: Raw -21727434.365244 + Penalty 5856.033932 = -21721578.331312
  nChanged 32
		SP:Iteration 46Q (8084.060000 sec): 3 clusters
  Score: Raw -21727437.146345 + Penalty 5856.033932 = -21721581.112413
  nChanged 20
		SP:Iteration 47Q (8085.260000 sec): 3 clusters
  Score: Raw -21727438.712348 + Penalty 5856.033932 = -21721582.678416
  nChanged 22
		SP:Iteration 48Q (8086.380000 sec): 3 clusters
  Score: Raw -21727440.467538 + Penalty 5856.033932 = -21721584.433606
  nChanged 14
		SP:Iteration 49Q (8087.450000 sec): 3 clusters
  Score: Raw -21727441.322277 + Penalty 5856.033932 = -21721585.288345
  nChanged 6
		SP:Iteration 50Q (8088.590000 sec): 3 clusters
  Score: Raw -21727441.742772 + Penalty 5856.033932 = -21721585.708840
  nChanged 6
		SP:Iteration 51Q (8089.580000 sec): 3 clusters
  Score: Raw -21727442.146541 + Penalty 5856.033932 = -21721586.112609
  nChanged 5
		SP:Iteration 52Q (8090.590000 sec): 3 clusters
  Score: Raw -21727442.545972 + Penalty 5856.033932 = -21721586.512040
  nChanged 6
		SP:Iteration 53Q (8091.720000 sec): 3 clusters
  Score: Raw -21727442.947055 + Penalty 5856.033932 = -21721586.913123
  nChanged 6
		SP:Iteration 54Q (8092.720000 sec): 3 clusters
  Score: Raw -21727443.417451 + Penalty 5856.033932 = -21721587.383519
  nChanged 6
		SP:Iteration 55Q (8093.800000 sec): 3 clusters
  Score: Raw -21727443.874463 + Penalty 5856.033932 = -21721587.840531
  nChanged 12
		SP:Iteration 56Q (8094.850000 sec): 3 clusters
  Score: Raw -21727444.780835 + Penalty 5856.033932 = -21721588.746903
  nChanged 12
		SP:Iteration 57Q (8095.920000 sec): 3 clusters
  Score: Raw -21727445.620460 + Penalty 5856.033932 = -21721589.586528
  nChanged 10
		SP:Iteration 58Q (8096.920000 sec): 3 clusters
  Score: Raw -21727446.287885 + Penalty 5856.033932 = -21721590.253953
  nChanged 9
		SP:Iteration 59Q (8098.000000 sec): 3 clusters
  Score: Raw -21727446.880787 + Penalty 5856.033932 = -21721590.846855
  nChanged 5
		SP:Iteration 60F (8099.200000 sec): 3 clusters
  Score: Raw -21727447.187677 + Penalty 5856.033932 = -21721591.153745
  nChanged 4
		SP:Iteration 61Q (8100.270000 sec): 3 clusters
  Score: Raw -21727447.415543 + Penalty 5856.033932 = -21721591.381611
  nChanged 1
		SP:Iteration 62Q (8101.350000 sec): 3 clusters
  Score: Raw -21727447.465179 + Penalty 5856.033932 = -21721591.431247
  nChanged 1
		SP:Iteration 63Q (8102.380000 sec): 3 clusters
  Score: Raw -21727447.519902 + Penalty 5856.033932 = -21721591.485970
  nChanged 2
		SP:Iteration 64Q (8103.420000 sec): 3 clusters
  Score: Raw -21727447.664365 + Penalty 5856.033932 = -21721591.630433
  nChanged 1
		SP:Iteration 65Q (8104.440000 sec): 3 clusters
  Score: Raw -21727447.711303 + Penalty 5856.033932 = -21721591.677371
  nChanged 0
		SP:Iteration 66F (8105.560000 sec): 3 clusters
  Score: Raw -21727447.711303 + Penalty 5856.033932 = -21721591.677371
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (16604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8105.790000 sec): 2 clusters
  Score: Raw -2516559.787505 + Penalty 2409.914929 = -2514149.872576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8106.140000 sec): 3 clusters
  Score: Raw -2507003.178526 + Penalty 4819.829859 = -2502183.348667
  nChanged 7203
		SP:Iteration 1F (8106.400000 sec): 3 clusters
  Score: Raw -2511118.670499 + Penalty 4819.829859 = -2506298.840640
  nChanged 1110
		SP:Iteration 2F (8106.750000 sec): 3 clusters
  Score: Raw -2511792.097489 + Penalty 4819.829859 = -2506972.267630
  nChanged 1100
		SP:Iteration 3F (8107.080000 sec): 3 clusters
  Score: Raw -2512651.205164 + Penalty 4819.829859 = -2507831.375305
  nChanged 1235
		SP:Iteration 4F (8107.340000 sec): 3 clusters
  Score: Raw -2513898.387945 + Penalty 4819.829859 = -2509078.558086
  nChanged 1387
		SP:Iteration 5F (8107.560000 sec): 3 clusters
  Score: Raw -2515318.474880 + Penalty 4819.829859 = -2510498.645021
  nChanged 1243
		SP:Iteration 6F (8107.860000 sec): 3 clusters
  Score: Raw -2516396.556730 + Penalty 4819.829859 = -2511576.726871
  nChanged 994
		SP:Iteration 7F (8108.170000 sec): 3 clusters
  Score: Raw -2517027.768025 + Penalty 4819.829859 = -2512207.938167
  nChanged 709
		SP:Iteration 8Q (8108.480000 sec): 3 clusters
  Score: Raw -2517435.924553 + Penalty 4819.829859 = -2512616.094694
  nChanged 563
		SP:Iteration 9Q (8108.740000 sec): 3 clusters
  Score: Raw -2517722.467108 + Penalty 4819.829859 = -2512902.637249
  nChanged 449
		SP:Iteration 10Q (8108.990000 sec): 3 clusters
  Score: Raw -2517954.706336 + Penalty 4819.829859 = -2513134.876477
  nChanged 405
		SP:Iteration 11Q (8109.280000 sec): 3 clusters
  Score: Raw -2518193.547231 + Penalty 4819.829859 = -2513373.717372
  nChanged 353
		SP:Iteration 12Q (8109.570000 sec): 3 clusters
  Score: Raw -2518404.107279 + Penalty 4819.829859 = -2513584.277420
  nChanged 302
		SP:Iteration 13Q (8109.850000 sec): 3 clusters
  Score: Raw -2518570.714558 + Penalty 4819.829859 = -2513750.884699
  nChanged 261
		SP:Iteration 14Q (8110.110000 sec): 3 clusters
  Score: Raw -2518729.183863 + Penalty 4819.829859 = -2513909.354004
  nChanged 244
		SP:Iteration 15Q (8110.360000 sec): 3 clusters
  Score: Raw -2518896.825620 + Penalty 4819.829859 = -2514076.995761
  nChanged 233
		SP:Iteration 16Q (8110.650000 sec): 3 clusters
  Score: Raw -2519049.909289 + Penalty 4819.829859 = -2514230.079430
  nChanged 196
		SP:Iteration 17Q (8110.970000 sec): 3 clusters
  Score: Raw -2519151.696789 + Penalty 4819.829859 = -2514331.866930
  nChanged 153
		SP:Iteration 18Q (8111.190000 sec): 3 clusters
  Score: Raw -2519236.946893 + Penalty 4819.829859 = -2514417.117034
  nChanged 154
		SP:Iteration 19Q (8111.500000 sec): 3 clusters
  Score: Raw -2519310.136979 + Penalty 4819.829859 = -2514490.307120
  nChanged 114
		SP:Iteration 20F (8111.800000 sec): 3 clusters
  Score: Raw -2519351.581785 + Penalty 4819.829859 = -2514531.751926
  nChanged 81
		SP:Iteration 21Q (8112.030000 sec): 3 clusters
  Score: Raw -2519377.862399 + Penalty 4819.829859 = -2514558.032540
  nChanged 65
		SP:Iteration 22Q (8112.300000 sec): 3 clusters
  Score: Raw -2519395.016924 + Penalty 4819.829859 = -2514575.187065
  nChanged 52
		SP:Iteration 23Q (8112.540000 sec): 3 clusters
  Score: Raw -2519405.107016 + Penalty 4819.829859 = -2514585.277157
  nChanged 38
		SP:Iteration 24Q (8112.860000 sec): 3 clusters
  Score: Raw -2519413.721783 + Penalty 4819.829859 = -2514593.891924
  nChanged 33
		SP:Iteration 25Q (8113.200000 sec): 3 clusters
  Score: Raw -2519419.668885 + Penalty 4819.829859 = -2514599.839027
  nChanged 26
		SP:Iteration 26Q (8113.560000 sec): 3 clusters
  Score: Raw -2519424.978105 + Penalty 4819.829859 = -2514605.148246
  nChanged 22
		SP:Iteration 27Q (8113.880000 sec): 3 clusters
  Score: Raw -2519428.524953 + Penalty 4819.829859 = -2514608.695094
  nChanged 17
		SP:Iteration 28Q (8114.120000 sec): 3 clusters
  Score: Raw -2519431.647763 + Penalty 4819.829859 = -2514611.817904
  nChanged 15
		SP:Iteration 29Q (8114.460000 sec): 3 clusters
  Score: Raw -2519434.412070 + Penalty 4819.829859 = -2514614.582211
  nChanged 8
		SP:Iteration 30Q (8114.860000 sec): 3 clusters
  Score: Raw -2519435.004525 + Penalty 4819.829859 = -2514615.174666
  nChanged 6
		SP:Iteration 31Q (8115.180000 sec): 3 clusters
  Score: Raw -2519435.560145 + Penalty 4819.829859 = -2514615.730286
  nChanged 5
		SP:Iteration 32Q (8115.490000 sec): 3 clusters
  Score: Raw -2519436.147660 + Penalty 4819.829859 = -2514616.317801
  nChanged 6
		SP:Iteration 33Q (8115.790000 sec): 3 clusters
  Score: Raw -2519436.950886 + Penalty 4819.829859 = -2514617.121027
  nChanged 4
		SP:Iteration 34Q (8116.120000 sec): 3 clusters
  Score: Raw -2519437.381159 + Penalty 4819.829859 = -2514617.551301
  nChanged 2
		SP:Iteration 35Q (8116.410000 sec): 3 clusters
  Score: Raw -2519437.612615 + Penalty 4819.829859 = -2514617.782756
  nChanged 1
		SP:Iteration 36Q (8116.680000 sec): 3 clusters
  Score: Raw -2519437.725966 + Penalty 4819.829859 = -2514617.896107
  nChanged 3
		SP:Iteration 37Q (8116.900000 sec): 3 clusters
  Score: Raw -2519438.106491 + Penalty 4819.829859 = -2514618.276632
  nChanged 3
		SP:Iteration 38Q (8117.110000 sec): 3 clusters
  Score: Raw -2519438.449660 + Penalty 4819.829859 = -2514618.619801
  nChanged 0
		SP:Iteration 39F (8117.330000 sec): 3 clusters
  Score: Raw -2519438.449660 + Penalty 4819.829859 = -2514618.619801
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (192526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8118.650000 sec): 2 clusters
  Score: Raw -31195274.918475 + Penalty 3017.660649 = -31192257.257826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8120.220000 sec): 3 clusters
  Score: Raw -31069454.669645 + Penalty 6035.321298 = -31063419.348347
  nChanged 92432
		SP:Iteration 1F (8121.570000 sec): 3 clusters
  Score: Raw -31122767.422586 + Penalty 6035.321298 = -31116732.101288
  nChanged 5086
		SP:Iteration 2Q (8123.200000 sec): 3 clusters
  Score: Raw -31123753.858133 + Penalty 6035.321298 = -31117718.536835
  nChanged 5491
		SP:Iteration 3Q (8124.860000 sec): 3 clusters
  Score: Raw -31124999.904411 + Penalty 6035.321298 = -31118964.583112
  nChanged 6031
		SP:Iteration 4Q (8126.430000 sec): 3 clusters
  Score: Raw -31126712.948572 + Penalty 6035.321298 = -31120677.627274
  nChanged 6890
		SP:Iteration 5Q (8128.120000 sec): 3 clusters
  Score: Raw -31129251.905975 + Penalty 6035.321298 = -31123216.584677
  nChanged 8183
		SP:Iteration 6Q (8129.720000 sec): 3 clusters
  Score: Raw -31133077.965352 + Penalty 6035.321298 = -31127042.644053
  nChanged 9292
		SP:Iteration 7Q (8131.220000 sec): 3 clusters
  Score: Raw -31138435.764869 + Penalty 6035.321298 = -31132400.443571
  nChanged 10237
		SP:Iteration 8F (8132.750000 sec): 3 clusters
  Score: Raw -31145609.730805 + Penalty 6035.321298 = -31139574.409506
  nChanged 11320
		SP:Iteration 9F (8134.200000 sec): 3 clusters
  Score: Raw -31154393.381385 + Penalty 6035.321298 = -31148358.060087
  nChanged 11647
		SP:Iteration 10F (8135.700000 sec): 3 clusters
  Score: Raw -31163726.663670 + Penalty 6035.321298 = -31157691.342372
  nChanged 10593
		SP:Iteration 11F (8137.250000 sec): 3 clusters
  Score: Raw -31170752.856914 + Penalty 6035.321298 = -31164717.535616
  nChanged 7670
		SP:Iteration 12Q (8138.860000 sec): 3 clusters
  Score: Raw -31174162.818019 + Penalty 6035.321298 = -31168127.496721
  nChanged 4859
		SP:Iteration 13Q (8140.560000 sec): 3 clusters
  Score: Raw -31175738.032101 + Penalty 6035.321298 = -31169702.710803
  nChanged 3188
		SP:Iteration 14Q (8142.300000 sec): 3 clusters
  Score: Raw -31176656.859504 + Penalty 6035.321298 = -31170621.538206
  nChanged 2521
		SP:Iteration 15Q (8144.130000 sec): 3 clusters
  Score: Raw -31177324.943729 + Penalty 6035.321298 = -31171289.622431
  nChanged 2248
		SP:Iteration 16Q (8145.940000 sec): 3 clusters
  Score: Raw -31177904.829006 + Penalty 6035.321298 = -31171869.507707
  nChanged 2130
		SP:Iteration 17Q (8147.770000 sec): 3 clusters
  Score: Raw -31178459.265174 + Penalty 6035.321298 = -31172423.943875
  nChanged 2078
		SP:Iteration 18Q (8149.520000 sec): 3 clusters
  Score: Raw -31178982.152057 + Penalty 6035.321298 = -31172946.830758
  nChanged 1984
		SP:Iteration 19Q (8151.310000 sec): 3 clusters
  Score: Raw -31179451.474554 + Penalty 6035.321298 = -31173416.153256
  nChanged 1871
		SP:Iteration 20F (8153.090000 sec): 3 clusters
  Score: Raw -31179876.812666 + Penalty 6035.321298 = -31173841.491368
  nChanged 1772
		SP:Iteration 21Q (8154.770000 sec): 3 clusters
  Score: Raw -31180268.523946 + Penalty 6035.321298 = -31174233.202648
  nChanged 1741
		SP:Iteration 22Q (8156.360000 sec): 3 clusters
  Score: Raw -31180657.896487 + Penalty 6035.321298 = -31174622.575189
  nChanged 1730
		SP:Iteration 23Q (8158.070000 sec): 3 clusters
  Score: Raw -31181042.920574 + Penalty 6035.321298 = -31175007.599276
  nChanged 1728
		SP:Iteration 24Q (8159.720000 sec): 3 clusters
  Score: Raw -31181423.947120 + Penalty 6035.321298 = -31175388.625822
  nChanged 1690
		SP:Iteration 25Q (8161.370000 sec): 3 clusters
  Score: Raw -31181802.246405 + Penalty 6035.321298 = -31175766.925107
  nChanged 1696
		SP:Iteration 26Q (8162.910000 sec): 3 clusters
  Score: Raw -31182195.247046 + Penalty 6035.321298 = -31176159.925747
  nChanged 1811
		SP:Iteration 27Q (8164.310000 sec): 3 clusters
  Score: Raw -31182625.007402 + Penalty 6035.321298 = -31176589.686104
  nChanged 1859
		SP:Iteration 28Q (8165.740000 sec): 3 clusters
  Score: Raw -31183071.842447 + Penalty 6035.321298 = -31177036.521148
  nChanged 1938
		SP:Iteration 29Q (8167.080000 sec): 3 clusters
  Score: Raw -31183564.221158 + Penalty 6035.321298 = -31177528.899860
  nChanged 2043
		SP:Iteration 30Q (8168.620000 sec): 3 clusters
  Score: Raw -31184119.106081 + Penalty 6035.321298 = -31178083.784783
  nChanged 2095
		SP:Iteration 31Q (8170.170000 sec): 3 clusters
  Score: Raw -31184724.292120 + Penalty 6035.321298 = -31178688.970821
  nChanged 2139
		SP:Iteration 32Q (8171.710000 sec): 3 clusters
  Score: Raw -31185363.484495 + Penalty 6035.321298 = -31179328.163197
  nChanged 2137
		SP:Iteration 33Q (8173.130000 sec): 3 clusters
  Score: Raw -31186042.054388 + Penalty 6035.321298 = -31180006.733090
  nChanged 2140
		SP:Iteration 34Q (8174.600000 sec): 3 clusters
  Score: Raw -31186761.769896 + Penalty 6035.321298 = -31180726.448597
  nChanged 2075
		SP:Iteration 35Q (8176.030000 sec): 3 clusters
  Score: Raw -31187500.060572 + Penalty 6035.321298 = -31181464.739274
  nChanged 2060
		SP:Iteration 36Q (8177.530000 sec): 3 clusters
  Score: Raw -31188262.852580 + Penalty 6035.321298 = -31182227.531282
  nChanged 2020
		SP:Iteration 37Q (8179.190000 sec): 3 clusters
  Score: Raw -31189061.672127 + Penalty 6035.321298 = -31183026.350828
  nChanged 1996
		SP:Iteration 38Q (8180.660000 sec): 3 clusters
  Score: Raw -31189894.122224 + Penalty 6035.321298 = -31183858.800925
  nChanged 1864
		SP:Iteration 39Q (8182.110000 sec): 3 clusters
  Score: Raw -31190717.431985 + Penalty 6035.321298 = -31184682.110687
  nChanged 1713
		SP:Iteration 40F (8183.600000 sec): 3 clusters
  Score: Raw -31191514.950915 + Penalty 6035.321298 = -31185479.629617
  nChanged 1568
		SP:Iteration 41Q (8185.040000 sec): 3 clusters
  Score: Raw -31192263.703195 + Penalty 6035.321298 = -31186228.381897
  nChanged 1376
		SP:Iteration 42Q (8186.580000 sec): 3 clusters
  Score: Raw -31192914.813670 + Penalty 6035.321298 = -31186879.492371
  nChanged 1150
		SP:Iteration 43Q (8188.250000 sec): 3 clusters
  Score: Raw -31193466.616601 + Penalty 6035.321298 = -31187431.295302
  nChanged 996
		SP:Iteration 44Q (8189.710000 sec): 3 clusters
  Score: Raw -31193957.278370 + Penalty 6035.321298 = -31187921.957071
  nChanged 823
		SP:Iteration 45Q (8191.150000 sec): 3 clusters
  Score: Raw -31194348.801314 + Penalty 6035.321298 = -31188313.480015
  nChanged 700
		SP:Iteration 46Q (8192.510000 sec): 3 clusters
  Score: Raw -31194673.128827 + Penalty 6035.321298 = -31188637.807529
  nChanged 570
		SP:Iteration 47Q (8193.970000 sec): 3 clusters
  Score: Raw -31194922.062470 + Penalty 6035.321298 = -31188886.741172
  nChanged 427
		SP:Iteration 48Q (8195.540000 sec): 3 clusters
  Score: Raw -31195111.839442 + Penalty 6035.321298 = -31189076.518143
  nChanged 371
		SP:Iteration 49Q (8197.070000 sec): 3 clusters
  Score: Raw -31195290.627776 + Penalty 6035.321298 = -31189255.306477
  nChanged 331
		SP:Iteration 50Q (8198.480000 sec): 3 clusters
  Score: Raw -31195450.017432 + Penalty 6035.321298 = -31189414.696133
  nChanged 271
		SP:Iteration 51Q (8199.970000 sec): 3 clusters
  Score: Raw -31195573.894027 + Penalty 6035.321298 = -31189538.572728
  nChanged 216
		SP:Iteration 52Q (8201.430000 sec): 3 clusters
  Score: Raw -31195667.607426 + Penalty 6035.321298 = -31189632.286128
  nChanged 172
		SP:Iteration 53Q (8202.910000 sec): 3 clusters
  Score: Raw -31195733.705409 + Penalty 6035.321298 = -31189698.384111
  nChanged 143
		SP:Iteration 54Q (8204.510000 sec): 3 clusters
  Score: Raw -31195784.716981 + Penalty 6035.321298 = -31189749.395682
  nChanged 97
		SP:Iteration 55Q (8206.050000 sec): 3 clusters
  Score: Raw -31195816.994571 + Penalty 6035.321298 = -31189781.673272
  nChanged 82
		SP:Iteration 56Q (8207.530000 sec): 3 clusters
  Score: Raw -31195843.478867 + Penalty 6035.321298 = -31189808.157568
  nChanged 58
		SP:Iteration 57Q (8209.340000 sec): 3 clusters
  Score: Raw -31195861.533699 + Penalty 6035.321298 = -31189826.212401
  nChanged 51
		SP:Iteration 58Q (8211.190000 sec): 3 clusters
  Score: Raw -31195877.274325 + Penalty 6035.321298 = -31189841.953027
  nChanged 29
		SP:Iteration 59Q (8213.080000 sec): 3 clusters
  Score: Raw -31195885.273579 + Penalty 6035.321298 = -31189849.952280
  nChanged 24
		SP:Iteration 60F (8214.820000 sec): 3 clusters
  Score: Raw -31195891.661177 + Penalty 6035.321298 = -31189856.339879
  nChanged 19
		SP:Iteration 61Q (8216.640000 sec): 3 clusters
  Score: Raw -31195896.555575 + Penalty 6035.321298 = -31189861.234277
  nChanged 21
		SP:Iteration 62Q (8218.470000 sec): 3 clusters
  Score: Raw -31195902.035155 + Penalty 6035.321298 = -31189866.713857
  nChanged 13
		SP:Iteration 63Q (8219.990000 sec): 3 clusters
  Score: Raw -31195905.310865 + Penalty 6035.321298 = -31189869.989566
  nChanged 13
		SP:Iteration 64Q (8221.520000 sec): 3 clusters
  Score: Raw -31195909.384969 + Penalty 6035.321298 = -31189874.063671
  nChanged 16
		SP:Iteration 65Q (8222.970000 sec): 3 clusters
  Score: Raw -31195913.974389 + Penalty 6035.321298 = -31189878.653091
  nChanged 15
		SP:Iteration 66Q (8224.310000 sec): 3 clusters
  Score: Raw -31195918.167659 + Penalty 6035.321298 = -31189882.846360
  nChanged 10
		SP:Iteration 67Q (8225.690000 sec): 3 clusters
  Score: Raw -31195920.681852 + Penalty 6035.321298 = -31189885.360554
  nChanged 12
		SP:Iteration 68Q (8227.430000 sec): 3 clusters
  Score: Raw -31195923.477359 + Penalty 6035.321298 = -31189888.156061
  nChanged 13
		SP:Iteration 69Q (8228.950000 sec): 3 clusters
  Score: Raw -31195926.308688 + Penalty 6035.321298 = -31189890.987390
  nChanged 10
		SP:Iteration 70Q (8230.450000 sec): 3 clusters
  Score: Raw -31195928.727931 + Penalty 6035.321298 = -31189893.406633
  nChanged 7
		SP:Iteration 71Q (8231.870000 sec): 3 clusters
  Score: Raw -31195930.969773 + Penalty 6035.321298 = -31189895.648475
  nChanged 6
		SP:Iteration 72Q (8233.300000 sec): 3 clusters
  Score: Raw -31195932.919043 + Penalty 6035.321298 = -31189897.597745
  nChanged 8
		SP:Iteration 73Q (8234.800000 sec): 3 clusters
  Score: Raw -31195934.892862 + Penalty 6035.321298 = -31189899.571564
  nChanged 8
		SP:Iteration 74Q (8236.250000 sec): 3 clusters
  Score: Raw -31195937.429064 + Penalty 6035.321298 = -31189902.107765
  nChanged 9
		SP:Iteration 75Q (8237.640000 sec): 3 clusters
  Score: Raw -31195940.489901 + Penalty 6035.321298 = -31189905.168603
  nChanged 8
		SP:Iteration 76Q (8239.130000 sec): 3 clusters
  Score: Raw -31195943.409885 + Penalty 6035.321298 = -31189908.088586
  nChanged 13
		SP:Iteration 77Q (8240.700000 sec): 3 clusters
  Score: Raw -31195948.165511 + Penalty 6035.321298 = -31189912.844213
  nChanged 14
		SP:Iteration 78Q (8242.240000 sec): 3 clusters
  Score: Raw -31195951.323511 + Penalty 6035.321298 = -31189916.002212
  nChanged 10
		SP:Iteration 79Q (8243.450000 sec): 3 clusters
  Score: Raw -31195953.656258 + Penalty 6035.321298 = -31189918.334960
  nChanged 8
		SP:Iteration 80F (8244.830000 sec): 3 clusters
  Score: Raw -31195955.882097 + Penalty 6035.321298 = -31189920.560799
  nChanged 7
		SP:Iteration 81Q (8246.210000 sec): 3 clusters
  Score: Raw -31195958.041646 + Penalty 6035.321298 = -31189922.720347
  nChanged 7
		SP:Iteration 82Q (8247.750000 sec): 3 clusters
  Score: Raw -31195959.913817 + Penalty 6035.321298 = -31189924.592519
  nChanged 4
		SP:Iteration 83Q (8249.120000 sec): 3 clusters
  Score: Raw -31195960.805265 + Penalty 6035.321298 = -31189925.483966
  nChanged 1
		SP:Iteration 84Q (8250.410000 sec): 3 clusters
  Score: Raw -31195961.049413 + Penalty 6035.321298 = -31189925.728115
  nChanged 3
		SP:Iteration 85Q (8251.710000 sec): 3 clusters
  Score: Raw -31195961.800073 + Penalty 6035.321298 = -31189926.478775
  nChanged 2
		SP:Iteration 86Q (8253.140000 sec): 3 clusters
  Score: Raw -31195962.030155 + Penalty 6035.321298 = -31189926.708857
  nChanged 0
		SP:Iteration 87F (8254.540000 sec): 3 clusters
  Score: Raw -31195962.030155 + Penalty 6035.321298 = -31189926.708857
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (22584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8254.910000 sec): 2 clusters
  Score: Raw -3343415.437058 + Penalty 2486.199249 = -3340929.237809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8255.230000 sec): 3 clusters
  Score: Raw -3330224.940918 + Penalty 4972.398497 = -3325252.542421
  nChanged 9988
		SP:Iteration 1F (8255.510000 sec): 3 clusters
  Score: Raw -3336197.282390 + Penalty 4972.398497 = -3331224.883893
  nChanged 1584
		SP:Iteration 2F (8255.930000 sec): 3 clusters
  Score: Raw -3337288.959526 + Penalty 4972.398497 = -3332316.561029
  nChanged 1621
		SP:Iteration 3F (8256.180000 sec): 3 clusters
  Score: Raw -3338558.332570 + Penalty 4972.398497 = -3333585.934073
  nChanged 1625
		SP:Iteration 4F (8256.560000 sec): 3 clusters
  Score: Raw -3339968.795067 + Penalty 4972.398497 = -3334996.396570
  nChanged 1639
		SP:Iteration 5F (8256.910000 sec): 3 clusters
  Score: Raw -3341398.222304 + Penalty 4972.398497 = -3336425.823807
  nChanged 1513
		SP:Iteration 6F (8257.210000 sec): 3 clusters
  Score: Raw -3342687.355412 + Penalty 4972.398497 = -3337714.956915
  nChanged 1344
		SP:Iteration 7F (8257.570000 sec): 3 clusters
  Score: Raw -3343800.061611 + Penalty 4972.398497 = -3338827.663114
  nChanged 1168
		SP:Iteration 8F (8257.860000 sec): 3 clusters
  Score: Raw -3344846.095194 + Penalty 4972.398497 = -3339873.696697
  nChanged 1007
		SP:Iteration 9Q (8258.180000 sec): 3 clusters
  Score: Raw -3345701.427450 + Penalty 4972.398497 = -3340729.028953
  nChanged 848
		SP:Iteration 10Q (8258.500000 sec): 3 clusters
  Score: Raw -3346301.011912 + Penalty 4972.398497 = -3341328.613415
  nChanged 699
		SP:Iteration 11Q (8258.850000 sec): 3 clusters
  Score: Raw -3346778.176988 + Penalty 4972.398497 = -3341805.778491
  nChanged 579
		SP:Iteration 12Q (8259.160000 sec): 3 clusters
  Score: Raw -3347112.672600 + Penalty 4972.398497 = -3342140.274103
  nChanged 465
		SP:Iteration 13Q (8259.450000 sec): 3 clusters
  Score: Raw -3347332.641345 + Penalty 4972.398497 = -3342360.242848
  nChanged 378
		SP:Iteration 14Q (8259.820000 sec): 3 clusters
  Score: Raw -3347482.114949 + Penalty 4972.398497 = -3342509.716452
  nChanged 282
		SP:Iteration 15Q (8260.150000 sec): 3 clusters
  Score: Raw -3347569.887154 + Penalty 4972.398497 = -3342597.488657
  nChanged 209
		SP:Iteration 16Q (8260.460000 sec): 3 clusters
  Score: Raw -3347624.543358 + Penalty 4972.398497 = -3342652.144861
  nChanged 182
		SP:Iteration 17Q (8260.780000 sec): 3 clusters
  Score: Raw -3347669.764661 + Penalty 4972.398497 = -3342697.366164
  nChanged 158
		SP:Iteration 18Q (8261.130000 sec): 3 clusters
  Score: Raw -3347707.496952 + Penalty 4972.398497 = -3342735.098454
  nChanged 140
		SP:Iteration 19Q (8261.500000 sec): 3 clusters
  Score: Raw -3347735.805052 + Penalty 4972.398497 = -3342763.406555
  nChanged 114
		SP:Iteration 20F (8261.800000 sec): 3 clusters
  Score: Raw -3347760.710249 + Penalty 4972.398497 = -3342788.311752
  nChanged 112
		SP:Iteration 21Q (8262.130000 sec): 3 clusters
  Score: Raw -3347786.627512 + Penalty 4972.398497 = -3342814.229015
  nChanged 119
		SP:Iteration 22Q (8262.370000 sec): 3 clusters
  Score: Raw -3347817.954398 + Penalty 4972.398497 = -3342845.555901
  nChanged 107
		SP:Iteration 23Q (8262.650000 sec): 3 clusters
  Score: Raw -3347847.415895 + Penalty 4972.398497 = -3342875.017398
  nChanged 112
		SP:Iteration 24Q (8262.950000 sec): 3 clusters
  Score: Raw -3347874.560863 + Penalty 4972.398497 = -3342902.162366
  nChanged 103
		SP:Iteration 25Q (8263.270000 sec): 3 clusters
  Score: Raw -3347896.038082 + Penalty 4972.398497 = -3342923.639585
  nChanged 100
		SP:Iteration 26Q (8263.580000 sec): 3 clusters
  Score: Raw -3347917.227326 + Penalty 4972.398497 = -3342944.828829
  nChanged 102
		SP:Iteration 27Q (8263.830000 sec): 3 clusters
  Score: Raw -3347941.978413 + Penalty 4972.398497 = -3342969.579916
  nChanged 103
		SP:Iteration 28Q (8264.140000 sec): 3 clusters
  Score: Raw -3347966.700713 + Penalty 4972.398497 = -3342994.302216
  nChanged 104
		SP:Iteration 29Q (8264.480000 sec): 3 clusters
  Score: Raw -3347990.318675 + Penalty 4972.398497 = -3343017.920178
  nChanged 119
		SP:Iteration 30Q (8264.770000 sec): 3 clusters
  Score: Raw -3348021.335685 + Penalty 4972.398497 = -3343048.937188
  nChanged 121
		SP:Iteration 31Q (8265.030000 sec): 3 clusters
  Score: Raw -3348049.948017 + Penalty 4972.398497 = -3343077.549520
  nChanged 116
		SP:Iteration 32Q (8265.360000 sec): 3 clusters
  Score: Raw -3348080.473224 + Penalty 4972.398497 = -3343108.074727
  nChanged 109
		SP:Iteration 33Q (8265.710000 sec): 3 clusters
  Score: Raw -3348104.210830 + Penalty 4972.398497 = -3343131.812332
  nChanged 97
		SP:Iteration 34Q (8266.010000 sec): 3 clusters
  Score: Raw -3348124.503830 + Penalty 4972.398497 = -3343152.105332
  nChanged 82
		SP:Iteration 35Q (8266.310000 sec): 3 clusters
  Score: Raw -3348139.798378 + Penalty 4972.398497 = -3343167.399881
  nChanged 67
		SP:Iteration 36Q (8266.670000 sec): 3 clusters
  Score: Raw -3348150.108947 + Penalty 4972.398497 = -3343177.710450
  nChanged 61
		SP:Iteration 37Q (8266.940000 sec): 3 clusters
  Score: Raw -3348158.972855 + Penalty 4972.398497 = -3343186.574358
  nChanged 51
		SP:Iteration 38Q (8267.270000 sec): 3 clusters
  Score: Raw -3348165.638671 + Penalty 4972.398497 = -3343193.240174
  nChanged 52
		SP:Iteration 39Q (8267.650000 sec): 3 clusters
  Score: Raw -3348172.666872 + Penalty 4972.398497 = -3343200.268375
  nChanged 49
		SP:Iteration 40F (8268.030000 sec): 3 clusters
  Score: Raw -3348179.197531 + Penalty 4972.398497 = -3343206.799033
  nChanged 55
		SP:Iteration 41Q (8268.390000 sec): 3 clusters
  Score: Raw -3348185.041697 + Penalty 4972.398497 = -3343212.643200
  nChanged 36
		SP:Iteration 42Q (8268.770000 sec): 3 clusters
  Score: Raw -3348188.959145 + Penalty 4972.398497 = -3343216.560648
  nChanged 30
		SP:Iteration 43Q (8269.140000 sec): 3 clusters
  Score: Raw -3348192.215645 + Penalty 4972.398497 = -3343219.817148
  nChanged 23
		SP:Iteration 44Q (8269.470000 sec): 3 clusters
  Score: Raw -3348194.078273 + Penalty 4972.398497 = -3343221.679776
  nChanged 18
		SP:Iteration 45Q (8269.850000 sec): 3 clusters
  Score: Raw -3348195.632354 + Penalty 4972.398497 = -3343223.233856
  nChanged 13
		SP:Iteration 46Q (8270.230000 sec): 3 clusters
  Score: Raw -3348196.704189 + Penalty 4972.398497 = -3343224.305692
  nChanged 13
		SP:Iteration 47Q (8270.540000 sec): 3 clusters
  Score: Raw -3348198.580546 + Penalty 4972.398497 = -3343226.182049
  nChanged 17
		SP:Iteration 48Q (8270.890000 sec): 3 clusters
  Score: Raw -3348200.544781 + Penalty 4972.398497 = -3343228.146284
  nChanged 17
		SP:Iteration 49Q (8271.250000 sec): 3 clusters
  Score: Raw -3348202.076575 + Penalty 4972.398497 = -3343229.678078
  nChanged 14
		SP:Iteration 50Q (8271.650000 sec): 3 clusters
  Score: Raw -3348203.220588 + Penalty 4972.398497 = -3343230.822091
  nChanged 11
		SP:Iteration 51Q (8272.010000 sec): 3 clusters
  Score: Raw -3348204.053401 + Penalty 4972.398497 = -3343231.654904
  nChanged 11
		SP:Iteration 52Q (8272.360000 sec): 3 clusters
  Score: Raw -3348205.143435 + Penalty 4972.398497 = -3343232.744938
  nChanged 12
		SP:Iteration 53Q (8272.680000 sec): 3 clusters
  Score: Raw -3348206.185153 + Penalty 4972.398497 = -3343233.786656
  nChanged 15
		SP:Iteration 54Q (8273.030000 sec): 3 clusters
  Score: Raw -3348207.476408 + Penalty 4972.398497 = -3343235.077911
  nChanged 11
		SP:Iteration 55Q (8273.450000 sec): 3 clusters
  Score: Raw -3348208.367008 + Penalty 4972.398497 = -3343235.968511
  nChanged 8
		SP:Iteration 56Q (8273.740000 sec): 3 clusters
  Score: Raw -3348208.966607 + Penalty 4972.398497 = -3343236.568110
  nChanged 8
		SP:Iteration 57Q (8274.100000 sec): 3 clusters
  Score: Raw -3348209.729213 + Penalty 4972.398497 = -3343237.330715
  nChanged 8
		SP:Iteration 58Q (8274.420000 sec): 3 clusters
  Score: Raw -3348210.269034 + Penalty 4972.398497 = -3343237.870537
  nChanged 8
		SP:Iteration 59Q (8274.740000 sec): 3 clusters
  Score: Raw -3348210.838279 + Penalty 4972.398497 = -3343238.439781
  nChanged 6
		SP:Iteration 60F (8275.010000 sec): 3 clusters
  Score: Raw -3348211.251749 + Penalty 4972.398497 = -3343238.853252
  nChanged 7
		SP:Iteration 61Q (8275.360000 sec): 3 clusters
  Score: Raw -3348211.684321 + Penalty 4972.398497 = -3343239.285824
  nChanged 3
		SP:Iteration 62Q (8275.760000 sec): 3 clusters
  Score: Raw -3348212.101348 + Penalty 4972.398497 = -3343239.702851
  nChanged 3
		SP:Iteration 63Q (8276.110000 sec): 3 clusters
  Score: Raw -3348212.548148 + Penalty 4972.398497 = -3343240.149651
  nChanged 5
		SP:Iteration 64Q (8276.560000 sec): 3 clusters
  Score: Raw -3348212.924253 + Penalty 4972.398497 = -3343240.525756
  nChanged 5
		SP:Iteration 65Q (8276.940000 sec): 3 clusters
  Score: Raw -3348213.353298 + Penalty 4972.398497 = -3343240.954801
  nChanged 5
		SP:Iteration 66Q (8277.280000 sec): 3 clusters
  Score: Raw -3348213.776072 + Penalty 4972.398497 = -3343241.377574
  nChanged 7
		SP:Iteration 67Q (8277.620000 sec): 3 clusters
  Score: Raw -3348214.310946 + Penalty 4972.398497 = -3343241.912449
  nChanged 3
		SP:Iteration 68Q (8277.950000 sec): 3 clusters
  Score: Raw -3348214.472688 + Penalty 4972.398497 = -3343242.074191
  nChanged 2
		SP:Iteration 69Q (8278.280000 sec): 3 clusters
  Score: Raw -3348214.539432 + Penalty 4972.398497 = -3343242.140935
  nChanged 0
		SP:Iteration 70F (8278.560000 sec): 3 clusters
  Score: Raw -3348214.539432 + Penalty 4972.398497 = -3343242.140935
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (26203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8278.870000 sec): 2 clusters
  Score: Raw -4256951.320023 + Penalty 2523.060038 = -4254428.259984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8279.240000 sec): 3 clusters
  Score: Raw -4241445.716092 + Penalty 5046.120077 = -4236399.596015
  nChanged 11691
		SP:Iteration 1F (8279.690000 sec): 3 clusters
  Score: Raw -4247834.698382 + Penalty 5046.120077 = -4242788.578305
  nChanged 1365
		SP:Iteration 2F (8280.090000 sec): 3 clusters
  Score: Raw -4248366.499556 + Penalty 5046.120077 = -4243320.379480
  nChanged 1204
		SP:Iteration 3Q (8280.490000 sec): 3 clusters
  Score: Raw -4248896.872785 + Penalty 5046.120077 = -4243850.752709
  nChanged 1227
		SP:Iteration 4Q (8280.900000 sec): 3 clusters
  Score: Raw -4249518.024486 + Penalty 5046.120077 = -4244471.904409
  nChanged 1251
		SP:Iteration 5Q (8281.300000 sec): 3 clusters
  Score: Raw -4250241.212899 + Penalty 5046.120077 = -4245195.092822
  nChanged 1394
		SP:Iteration 6F (8281.710000 sec): 3 clusters
  Score: Raw -4251222.130644 + Penalty 5046.120077 = -4246176.010568
  nChanged 1502
		SP:Iteration 7F (8282.120000 sec): 3 clusters
  Score: Raw -4252405.742894 + Penalty 5046.120077 = -4247359.622817
  nChanged 1475
		SP:Iteration 8F (8282.530000 sec): 3 clusters
  Score: Raw -4253590.098801 + Penalty 5046.120077 = -4248543.978725
  nChanged 1367
		SP:Iteration 9F (8282.930000 sec): 3 clusters
  Score: Raw -4254636.754822 + Penalty 5046.120077 = -4249590.634745
  nChanged 1174
		SP:Iteration 10Q (8283.340000 sec): 3 clusters
  Score: Raw -4255640.695392 + Penalty 5046.120077 = -4250594.575315
  nChanged 1052
		SP:Iteration 11Q (8283.750000 sec): 3 clusters
  Score: Raw -4256811.919370 + Penalty 5046.120077 = -4251765.799293
  nChanged 997
		SP:Iteration 12Q (8284.160000 sec): 3 clusters
  Score: Raw -4257798.082298 + Penalty 5046.120077 = -4252751.962221
  nChanged 843
		SP:Iteration 13Q (8284.560000 sec): 3 clusters
  Score: Raw -4258353.915639 + Penalty 5046.120077 = -4253307.795562
  nChanged 625
		SP:Iteration 14Q (8284.970000 sec): 3 clusters
  Score: Raw -4258616.290349 + Penalty 5046.120077 = -4253570.170272
  nChanged 427
		SP:Iteration 15Q (8285.380000 sec): 3 clusters
  Score: Raw -4258743.582606 + Penalty 5046.120077 = -4253697.462529
  nChanged 270
		SP:Iteration 16Q (8285.800000 sec): 3 clusters
  Score: Raw -4258806.274155 + Penalty 5046.120077 = -4253760.154078
  nChanged 193
		SP:Iteration 17Q (8286.210000 sec): 3 clusters
  Score: Raw -4258843.522353 + Penalty 5046.120077 = -4253797.402277
  nChanged 117
		SP:Iteration 18Q (8286.620000 sec): 3 clusters
  Score: Raw -4258863.573864 + Penalty 5046.120077 = -4253817.453788
  nChanged 99
		SP:Iteration 19Q (8287.030000 sec): 3 clusters
  Score: Raw -4258879.654409 + Penalty 5046.120077 = -4253833.534332
  nChanged 71
		SP:Iteration 20F (8287.440000 sec): 3 clusters
  Score: Raw -4258888.257511 + Penalty 5046.120077 = -4253842.137434
  nChanged 39
		SP:Iteration 21Q (8287.850000 sec): 3 clusters
  Score: Raw -4258892.680260 + Penalty 5046.120077 = -4253846.560183
  nChanged 29
		SP:Iteration 22Q (8288.260000 sec): 3 clusters
  Score: Raw -4258895.868676 + Penalty 5046.120077 = -4253849.748599
  nChanged 27
		SP:Iteration 23Q (8288.680000 sec): 3 clusters
  Score: Raw -4258899.297940 + Penalty 5046.120077 = -4253853.177863
  nChanged 22
		SP:Iteration 24Q (8289.090000 sec): 3 clusters
  Score: Raw -4258902.039316 + Penalty 5046.120077 = -4253855.919239
  nChanged 21
		SP:Iteration 25Q (8289.490000 sec): 3 clusters
  Score: Raw -4258903.910673 + Penalty 5046.120077 = -4253857.790596
  nChanged 14
		SP:Iteration 26Q (8289.900000 sec): 3 clusters
  Score: Raw -4258905.249579 + Penalty 5046.120077 = -4253859.129502
  nChanged 13
		SP:Iteration 27Q (8290.310000 sec): 3 clusters
  Score: Raw -4258906.510793 + Penalty 5046.120077 = -4253860.390716
  nChanged 9
		SP:Iteration 28Q (8290.720000 sec): 3 clusters
  Score: Raw -4258907.285993 + Penalty 5046.120077 = -4253861.165917
  nChanged 7
		SP:Iteration 29Q (8291.130000 sec): 3 clusters
  Score: Raw -4258908.052544 + Penalty 5046.120077 = -4253861.932468
  nChanged 8
		SP:Iteration 30Q (8291.540000 sec): 3 clusters
  Score: Raw -4258908.776923 + Penalty 5046.120077 = -4253862.656846
  nChanged 8
		SP:Iteration 31Q (8291.960000 sec): 3 clusters
  Score: Raw -4258909.485405 + Penalty 5046.120077 = -4253863.365328
  nChanged 9
		SP:Iteration 32Q (8292.360000 sec): 3 clusters
  Score: Raw -4258910.126189 + Penalty 5046.120077 = -4253864.006113
  nChanged 5
		SP:Iteration 33Q (8292.780000 sec): 3 clusters
  Score: Raw -4258910.574060 + Penalty 5046.120077 = -4253864.453984
  nChanged 6
		SP:Iteration 34Q (8293.180000 sec): 3 clusters
  Score: Raw -4258911.084812 + Penalty 5046.120077 = -4253864.964736
  nChanged 3
		SP:Iteration 35Q (8293.600000 sec): 3 clusters
  Score: Raw -4258911.402615 + Penalty 5046.120077 = -4253865.282538
  nChanged 2
		SP:Iteration 36Q (8294.010000 sec): 3 clusters
  Score: Raw -4258911.563180 + Penalty 5046.120077 = -4253865.443103
  nChanged 3
		SP:Iteration 37Q (8294.390000 sec): 3 clusters
  Score: Raw -4258911.775037 + Penalty 5046.120077 = -4253865.654960
  nChanged 1
		SP:Iteration 38Q (8294.790000 sec): 3 clusters
  Score: Raw -4258911.834984 + Penalty 5046.120077 = -4253865.714907
  nChanged 1
		SP:Iteration 39Q (8295.200000 sec): 3 clusters
  Score: Raw -4258911.900962 + Penalty 5046.120077 = -4253865.780885
  nChanged 0
		SP:Iteration 40F (8295.590000 sec): 3 clusters
  Score: Raw -4258911.900962 + Penalty 5046.120077 = -4253865.780885
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8295.790000 sec): 2 clusters
  Score: Raw -1521163.073032 + Penalty 2276.968209 = -1518886.104823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8296.020000 sec): 3 clusters
  Score: Raw -1516027.190814 + Penalty 4553.936418 = -1511473.254396
  nChanged 4024
		SP:Iteration 1F (8296.210000 sec): 3 clusters
  Score: Raw -1518405.104910 + Penalty 4553.936418 = -1513851.168492
  nChanged 737
		SP:Iteration 2F (8296.470000 sec): 3 clusters
  Score: Raw -1518923.389824 + Penalty 4553.936418 = -1514369.453406
  nChanged 625
		SP:Iteration 3F (8296.680000 sec): 3 clusters
  Score: Raw -1519389.643459 + Penalty 4553.936418 = -1514835.707042
  nChanged 600
		SP:Iteration 4F (8296.880000 sec): 3 clusters
  Score: Raw -1519820.974266 + Penalty 4553.936418 = -1515267.037849
  nChanged 553
		SP:Iteration 5F (8297.120000 sec): 3 clusters
  Score: Raw -1520204.984367 + Penalty 4553.936418 = -1515651.047950
  nChanged 498
		SP:Iteration 6F (8297.330000 sec): 3 clusters
  Score: Raw -1520550.585115 + Penalty 4553.936418 = -1515996.648697
  nChanged 456
		SP:Iteration 7Q (8297.600000 sec): 3 clusters
  Score: Raw -1520841.345026 + Penalty 4553.936418 = -1516287.408608
  nChanged 396
		SP:Iteration 8Q (8297.800000 sec): 3 clusters
  Score: Raw -1521072.149366 + Penalty 4553.936418 = -1516518.212949
  nChanged 339
		SP:Iteration 9Q (8298.060000 sec): 3 clusters
  Score: Raw -1521275.560420 + Penalty 4553.936418 = -1516721.624002
  nChanged 268
		SP:Iteration 10Q (8298.220000 sec): 3 clusters
  Score: Raw -1521419.570094 + Penalty 4553.936418 = -1516865.633676
  nChanged 206
		SP:Iteration 11Q (8298.400000 sec): 3 clusters
  Score: Raw -1521515.565769 + Penalty 4553.936418 = -1516961.629351
  nChanged 185
		SP:Iteration 12Q (8298.570000 sec): 3 clusters
  Score: Raw -1521601.170827 + Penalty 4553.936418 = -1517047.234409
  nChanged 165
		SP:Iteration 13Q (8298.740000 sec): 3 clusters
  Score: Raw -1521677.178343 + Penalty 4553.936418 = -1517123.241925
  nChanged 148
		SP:Iteration 14Q (8299.000000 sec): 3 clusters
  Score: Raw -1521740.096351 + Penalty 4553.936418 = -1517186.159933
  nChanged 108
		SP:Iteration 15Q (8299.240000 sec): 3 clusters
  Score: Raw -1521782.983264 + Penalty 4553.936418 = -1517229.046846
  nChanged 87
		SP:Iteration 16Q (8299.490000 sec): 3 clusters
  Score: Raw -1521826.563936 + Penalty 4553.936418 = -1517272.627518
  nChanged 82
		SP:Iteration 17Q (8299.750000 sec): 3 clusters
  Score: Raw -1521892.741187 + Penalty 4553.936418 = -1517338.804769
  nChanged 130
		SP:Iteration 18Q (8299.930000 sec): 3 clusters
  Score: Raw -1522009.826327 + Penalty 4553.936418 = -1517455.889909
  nChanged 141
		SP:Iteration 19Q (8300.190000 sec): 3 clusters
  Score: Raw -1522163.558734 + Penalty 4553.936418 = -1517609.622317
  nChanged 168
		SP:Iteration 20F (8300.450000 sec): 3 clusters
  Score: Raw -1522374.065378 + Penalty 4553.936418 = -1517820.128961
  nChanged 183
		SP:Iteration 21Q (8300.700000 sec): 3 clusters
  Score: Raw -1522597.213158 + Penalty 4553.936418 = -1518043.276740
  nChanged 190
		SP:Iteration 22Q (8300.910000 sec): 3 clusters
  Score: Raw -1522776.088614 + Penalty 4553.936418 = -1518222.152197
  nChanged 166
		SP:Iteration 23Q (8301.130000 sec): 3 clusters
  Score: Raw -1522898.344740 + Penalty 4553.936418 = -1518344.408322
  nChanged 132
		SP:Iteration 24Q (8301.400000 sec): 3 clusters
  Score: Raw -1522979.212888 + Penalty 4553.936418 = -1518425.276471
  nChanged 128
		SP:Iteration 25Q (8301.630000 sec): 3 clusters
  Score: Raw -1523056.049977 + Penalty 4553.936418 = -1518502.113559
  nChanged 117
		SP:Iteration 26Q (8301.880000 sec): 3 clusters
  Score: Raw -1523152.787533 + Penalty 4553.936418 = -1518598.851115
  nChanged 137
		SP:Iteration 27Q (8302.120000 sec): 3 clusters
  Score: Raw -1523332.025203 + Penalty 4553.936418 = -1518778.088785
  nChanged 152
		SP:Iteration 28Q (8302.370000 sec): 3 clusters
  Score: Raw -1523652.982124 + Penalty 4553.936418 = -1519099.045706
  nChanged 162
		SP:Iteration 29Q (8302.620000 sec): 3 clusters
  Score: Raw -1523825.750451 + Penalty 4553.936418 = -1519271.814033
  nChanged 111
		SP:Iteration 30Q (8302.910000 sec): 3 clusters
  Score: Raw -1523888.734936 + Penalty 4553.936418 = -1519334.798518
  nChanged 67
		SP:Iteration 31Q (8303.130000 sec): 3 clusters
  Score: Raw -1523911.470192 + Penalty 4553.936418 = -1519357.533774
  nChanged 39
		SP:Iteration 32Q (8303.390000 sec): 3 clusters
  Score: Raw -1523923.059769 + Penalty 4553.936418 = -1519369.123351
  nChanged 36
		SP:Iteration 33Q (8303.640000 sec): 3 clusters
  Score: Raw -1523931.685925 + Penalty 4553.936418 = -1519377.749508
  nChanged 13
		SP:Iteration 34Q (8303.900000 sec): 3 clusters
  Score: Raw -1523939.355536 + Penalty 4553.936418 = -1519385.419118
  nChanged 12
		SP:Iteration 35Q (8304.130000 sec): 3 clusters
  Score: Raw -1523945.514792 + Penalty 4553.936418 = -1519391.578375
  nChanged 10
		SP:Iteration 36Q (8304.340000 sec): 3 clusters
  Score: Raw -1523948.026438 + Penalty 4553.936418 = -1519394.090020
  nChanged 6
		SP:Iteration 37Q (8304.630000 sec): 3 clusters
  Score: Raw -1523949.612196 + Penalty 4553.936418 = -1519395.675778
  nChanged 5
		SP:Iteration 38Q (8304.790000 sec): 3 clusters
  Score: Raw -1523950.723065 + Penalty 4553.936418 = -1519396.786647
  nChanged 2
		SP:Iteration 39Q (8305.040000 sec): 3 clusters
  Score: Raw -1523951.150923 + Penalty 4553.936418 = -1519397.214505
  nChanged 4
		SP:Iteration 40F (8305.260000 sec): 3 clusters
  Score: Raw -1523952.234614 + Penalty 4553.936418 = -1519398.298197
  nChanged 4
		SP:Iteration 41Q (8305.500000 sec): 3 clusters
  Score: Raw -1523953.226269 + Penalty 4553.936418 = -1519399.289852
  nChanged 5
		SP:Iteration 42Q (8305.680000 sec): 3 clusters
  Score: Raw -1523954.172982 + Penalty 4553.936418 = -1519400.236565
  nChanged 3
		SP:Iteration 43Q (8305.900000 sec): 3 clusters
  Score: Raw -1523954.597352 + Penalty 4553.936418 = -1519400.660934
  nChanged 4
		SP:Iteration 44Q (8306.040000 sec): 3 clusters
  Score: Raw -1523955.254276 + Penalty 4553.936418 = -1519401.317859
  nChanged 4
		SP:Iteration 45Q (8306.200000 sec): 3 clusters
  Score: Raw -1523955.911627 + Penalty 4553.936418 = -1519401.975210
  nChanged 5
		SP:Iteration 46Q (8306.330000 sec): 3 clusters
  Score: Raw -1523956.895696 + Penalty 4553.936418 = -1519402.959279
  nChanged 7
		SP:Iteration 47Q (8306.540000 sec): 3 clusters
  Score: Raw -1523960.270052 + Penalty 4553.936418 = -1519406.333634
  nChanged 9
		SP:Iteration 48Q (8306.770000 sec): 3 clusters
  Score: Raw -1523963.187474 + Penalty 4553.936418 = -1519409.251057
  nChanged 10
		SP:Iteration 49Q (8306.940000 sec): 3 clusters
  Score: Raw -1523967.063572 + Penalty 4553.936418 = -1519413.127154
  nChanged 15
		SP:Iteration 50Q (8307.170000 sec): 3 clusters
  Score: Raw -1523973.540674 + Penalty 4553.936418 = -1519419.604257
  nChanged 11
		SP:Iteration 51Q (8307.440000 sec): 3 clusters
  Score: Raw -1523978.860911 + Penalty 4553.936418 = -1519424.924493
  nChanged 6
		SP:Iteration 52Q (8307.620000 sec): 3 clusters
  Score: Raw -1523980.321208 + Penalty 4553.936418 = -1519426.384791
  nChanged 11
		SP:Iteration 53Q (8307.890000 sec): 3 clusters
  Score: Raw -1523984.387075 + Penalty 4553.936418 = -1519430.450658
  nChanged 15
		SP:Iteration 54Q (8308.090000 sec): 3 clusters
  Score: Raw -1523993.536520 + Penalty 4553.936418 = -1519439.600102
  nChanged 22
		SP:Iteration 55Q (8308.330000 sec): 3 clusters
  Score: Raw -1524004.950411 + Penalty 4553.936418 = -1519451.013993
  nChanged 17
		SP:Iteration 56Q (8308.550000 sec): 3 clusters
  Score: Raw -1524015.658785 + Penalty 4553.936418 = -1519461.722367
  nChanged 15
		SP:Iteration 57Q (8308.720000 sec): 3 clusters
  Score: Raw -1524024.455531 + Penalty 4553.936418 = -1519470.519113
  nChanged 18
		SP:Iteration 58Q (8308.910000 sec): 3 clusters
  Score: Raw -1524032.897220 + Penalty 4553.936418 = -1519478.960803
  nChanged 14
		SP:Iteration 59Q (8309.160000 sec): 3 clusters
  Score: Raw -1524036.571907 + Penalty 4553.936418 = -1519482.635490
  nChanged 8
		SP:Iteration 60F (8309.370000 sec): 3 clusters
  Score: Raw -1524039.223754 + Penalty 4553.936418 = -1519485.287336
  nChanged 8
		SP:Iteration 61Q (8309.570000 sec): 3 clusters
  Score: Raw -1524042.247911 + Penalty 4553.936418 = -1519488.311494
  nChanged 5
		SP:Iteration 62Q (8309.810000 sec): 3 clusters
  Score: Raw -1524044.068094 + Penalty 4553.936418 = -1519490.131676
  nChanged 3
		SP:Iteration 63Q (8309.970000 sec): 3 clusters
  Score: Raw -1524045.122554 + Penalty 4553.936418 = -1519491.186136
  nChanged 2
		SP:Iteration 64Q (8310.150000 sec): 3 clusters
  Score: Raw -1524045.338001 + Penalty 4553.936418 = -1519491.401584
  nChanged 0
		SP:Iteration 65F (8310.360000 sec): 3 clusters
  Score: Raw -1524045.338001 + Penalty 4553.936418 = -1519491.401584
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (9473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8310.490000 sec): 2 clusters
  Score: Raw -1281107.976433 + Penalty 2270.737830 = -1278837.238603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8310.750000 sec): 3 clusters
  Score: Raw -1276252.553784 + Penalty 4541.475659 = -1271711.078124
  nChanged 3918
		SP:Iteration 1F (8310.950000 sec): 3 clusters
  Score: Raw -1279611.477285 + Penalty 4541.475659 = -1275070.001626
  nChanged 1158
		SP:Iteration 2F (8311.160000 sec): 3 clusters
  Score: Raw -1281714.747824 + Penalty 4541.475659 = -1277173.272164
  nChanged 1113
		SP:Iteration 3F (8311.370000 sec): 3 clusters
  Score: Raw -1283418.498635 + Penalty 4541.475659 = -1278877.022976
  nChanged 817
		SP:Iteration 4F (8311.500000 sec): 3 clusters
  Score: Raw -1284464.259515 + Penalty 4541.475659 = -1279922.783856
  nChanged 579
		SP:Iteration 5F (8311.680000 sec): 3 clusters
  Score: Raw -1285030.136031 + Penalty 4541.475659 = -1280488.660372
  nChanged 402
		SP:Iteration 6Q (8311.940000 sec): 3 clusters
  Score: Raw -1285340.615996 + Penalty 4541.475659 = -1280799.140337
  nChanged 265
		SP:Iteration 7Q (8312.120000 sec): 3 clusters
  Score: Raw -1285495.275999 + Penalty 4541.475659 = -1280953.800340
  nChanged 177
		SP:Iteration 8Q (8312.320000 sec): 3 clusters
  Score: Raw -1285578.984305 + Penalty 4541.475659 = -1281037.508645
  nChanged 123
		SP:Iteration 9Q (8312.470000 sec): 3 clusters
  Score: Raw -1285632.843399 + Penalty 4541.475659 = -1281091.367740
  nChanged 95
		SP:Iteration 10Q (8312.700000 sec): 3 clusters
  Score: Raw -1285669.328152 + Penalty 4541.475659 = -1281127.852493
  nChanged 77
		SP:Iteration 11Q (8312.870000 sec): 3 clusters
  Score: Raw -1285692.126455 + Penalty 4541.475659 = -1281150.650796
  nChanged 57
		SP:Iteration 12Q (8313.040000 sec): 3 clusters
  Score: Raw -1285706.623747 + Penalty 4541.475659 = -1281165.148088
  nChanged 44
		SP:Iteration 13Q (8313.270000 sec): 3 clusters
  Score: Raw -1285720.935594 + Penalty 4541.475659 = -1281179.459934
  nChanged 48
		SP:Iteration 14Q (8313.430000 sec): 3 clusters
  Score: Raw -1285736.890453 + Penalty 4541.475659 = -1281195.414794
  nChanged 37
		SP:Iteration 15Q (8313.630000 sec): 3 clusters
  Score: Raw -1285748.437529 + Penalty 4541.475659 = -1281206.961870
  nChanged 35
		SP:Iteration 16Q (8313.840000 sec): 3 clusters
  Score: Raw -1285763.509876 + Penalty 4541.475659 = -1281222.034217
  nChanged 36
		SP:Iteration 17Q (8314.030000 sec): 3 clusters
  Score: Raw -1285776.801136 + Penalty 4541.475659 = -1281235.325477
  nChanged 35
		SP:Iteration 18Q (8314.210000 sec): 3 clusters
  Score: Raw -1285788.981346 + Penalty 4541.475659 = -1281247.505687
  nChanged 28
		SP:Iteration 19Q (8314.380000 sec): 3 clusters
  Score: Raw -1285799.618419 + Penalty 4541.475659 = -1281258.142760
  nChanged 30
		SP:Iteration 20F (8314.620000 sec): 3 clusters
  Score: Raw -1285812.094128 + Penalty 4541.475659 = -1281270.618469
  nChanged 40
		SP:Iteration 21Q (8314.780000 sec): 3 clusters
  Score: Raw -1285832.235199 + Penalty 4541.475659 = -1281290.759540
  nChanged 37
		SP:Iteration 22Q (8315.030000 sec): 3 clusters
  Score: Raw -1285848.535636 + Penalty 4541.475659 = -1281307.059976
  nChanged 44
		SP:Iteration 23Q (8315.210000 sec): 3 clusters
  Score: Raw -1285861.528339 + Penalty 4541.475659 = -1281320.052680
  nChanged 46
		SP:Iteration 24Q (8315.460000 sec): 3 clusters
  Score: Raw -1285875.991075 + Penalty 4541.475659 = -1281334.515416
  nChanged 56
		SP:Iteration 25Q (8315.620000 sec): 3 clusters
  Score: Raw -1285894.075067 + Penalty 4541.475659 = -1281352.599408
  nChanged 39
		SP:Iteration 26Q (8315.840000 sec): 3 clusters
  Score: Raw -1285908.383880 + Penalty 4541.475659 = -1281366.908220
  nChanged 41
		SP:Iteration 27Q (8316.090000 sec): 3 clusters
  Score: Raw -1285926.307241 + Penalty 4541.475659 = -1281384.831582
  nChanged 52
		SP:Iteration 28Q (8316.390000 sec): 3 clusters
  Score: Raw -1285945.824796 + Penalty 4541.475659 = -1281404.349137
  nChanged 48
		SP:Iteration 29Q (8316.570000 sec): 3 clusters
  Score: Raw -1285967.741341 + Penalty 4541.475659 = -1281426.265682
  nChanged 60
		SP:Iteration 30Q (8316.850000 sec): 3 clusters
  Score: Raw -1285992.925754 + Penalty 4541.475659 = -1281451.450094
  nChanged 48
		SP:Iteration 31Q (8317.040000 sec): 3 clusters
  Score: Raw -1286010.620748 + Penalty 4541.475659 = -1281469.145089
  nChanged 53
		SP:Iteration 32Q (8317.310000 sec): 3 clusters
  Score: Raw -1286028.111553 + Penalty 4541.475659 = -1281486.635894
  nChanged 45
		SP:Iteration 33Q (8317.500000 sec): 3 clusters
  Score: Raw -1286042.429167 + Penalty 4541.475659 = -1281500.953508
  nChanged 46
		SP:Iteration 34Q (8317.740000 sec): 3 clusters
  Score: Raw -1286055.490908 + Penalty 4541.475659 = -1281514.015249
  nChanged 45
		SP:Iteration 35Q (8317.940000 sec): 3 clusters
  Score: Raw -1286074.515160 + Penalty 4541.475659 = -1281533.039501
  nChanged 43
		SP:Iteration 36Q (8318.120000 sec): 3 clusters
  Score: Raw -1286091.312759 + Penalty 4541.475659 = -1281549.837100
  nChanged 40
		SP:Iteration 37Q (8318.380000 sec): 3 clusters
  Score: Raw -1286108.274217 + Penalty 4541.475659 = -1281566.798558
  nChanged 56
		SP:Iteration 38Q (8318.610000 sec): 3 clusters
  Score: Raw -1286128.150400 + Penalty 4541.475659 = -1281586.674740
  nChanged 54
		SP:Iteration 39Q (8318.860000 sec): 3 clusters
  Score: Raw -1286148.822077 + Penalty 4541.475659 = -1281607.346417
  nChanged 62
		SP:Iteration 40F (8319.150000 sec): 3 clusters
  Score: Raw -1286180.949805 + Penalty 4541.475659 = -1281639.474146
  nChanged 56
		SP:Iteration 41Q (8319.330000 sec): 3 clusters
  Score: Raw -1286215.068718 + Penalty 4541.475659 = -1281673.593059
  nChanged 86
		SP:Iteration 42Q (8319.550000 sec): 3 clusters
  Score: Raw -1286253.416154 + Penalty 4541.475659 = -1281711.940495
  nChanged 83
		SP:Iteration 43Q (8319.740000 sec): 3 clusters
  Score: Raw -1286298.310319 + Penalty 4541.475659 = -1281756.834659
  nChanged 90
		SP:Iteration 44Q (8319.910000 sec): 3 clusters
  Score: Raw -1286362.299920 + Penalty 4541.475659 = -1281820.824260
  nChanged 103
		SP:Iteration 45Q (8320.160000 sec): 3 clusters
  Score: Raw -1286421.574188 + Penalty 4541.475659 = -1281880.098528
  nChanged 122
		SP:Iteration 46Q (8320.330000 sec): 3 clusters
  Score: Raw -1286500.435102 + Penalty 4541.475659 = -1281958.959442
  nChanged 137
		SP:Iteration 47Q (8320.500000 sec): 3 clusters
  Score: Raw -1286604.578731 + Penalty 4541.475659 = -1282063.103072
  nChanged 138
		SP:Iteration 48Q (8320.710000 sec): 3 clusters
  Score: Raw -1286725.665380 + Penalty 4541.475659 = -1282184.189721
  nChanged 176
		SP:Iteration 49Q (8320.910000 sec): 3 clusters
  Score: Raw -1286877.135255 + Penalty 4541.475659 = -1282335.659596
  nChanged 174
		SP:Iteration 50Q (8321.110000 sec): 3 clusters
  Score: Raw -1287021.275629 + Penalty 4541.475659 = -1282479.799970
  nChanged 152
		SP:Iteration 51Q (8321.320000 sec): 3 clusters
  Score: Raw -1287152.315705 + Penalty 4541.475659 = -1282610.840046
  nChanged 145
		SP:Iteration 52Q (8321.550000 sec): 3 clusters
  Score: Raw -1287280.267596 + Penalty 4541.475659 = -1282738.791936
  nChanged 131
		SP:Iteration 53Q (8321.730000 sec): 3 clusters
  Score: Raw -1287394.263627 + Penalty 4541.475659 = -1282852.787968
  nChanged 118
		SP:Iteration 54Q (8321.930000 sec): 3 clusters
  Score: Raw -1287496.123885 + Penalty 4541.475659 = -1282954.648226
  nChanged 92
		SP:Iteration 55Q (8322.130000 sec): 3 clusters
  Score: Raw -1287559.801703 + Penalty 4541.475659 = -1283018.326044
  nChanged 57
		SP:Iteration 56Q (8322.310000 sec): 3 clusters
  Score: Raw -1287586.405002 + Penalty 4541.475659 = -1283044.929343
  nChanged 39
		SP:Iteration 57Q (8322.550000 sec): 3 clusters
  Score: Raw -1287599.683774 + Penalty 4541.475659 = -1283058.208115
  nChanged 28
		SP:Iteration 58Q (8322.730000 sec): 3 clusters
  Score: Raw -1287606.436109 + Penalty 4541.475659 = -1283064.960450
  nChanged 18
		SP:Iteration 59Q (8322.950000 sec): 3 clusters
  Score: Raw -1287611.393356 + Penalty 4541.475659 = -1283069.917697
  nChanged 9
		SP:Iteration 60F (8323.170000 sec): 3 clusters
  Score: Raw -1287623.985177 + Penalty 4541.475659 = -1283082.509518
  nChanged 12
		SP:Iteration 61Q (8323.390000 sec): 3 clusters
  Score: Raw -1287631.293322 + Penalty 4541.475659 = -1283089.817662
  nChanged 17
		SP:Iteration 62Q (8323.590000 sec): 3 clusters
  Score: Raw -1287634.243184 + Penalty 4541.475659 = -1283092.767524
  nChanged 10
		SP:Iteration 63Q (8323.810000 sec): 3 clusters
  Score: Raw -1287635.608425 + Penalty 4541.475659 = -1283094.132766
  nChanged 8
		SP:Iteration 64Q (8324.060000 sec): 3 clusters
  Score: Raw -1287637.217660 + Penalty 4541.475659 = -1283095.742001
  nChanged 5
		SP:Iteration 65Q (8324.240000 sec): 3 clusters
  Score: Raw -1287638.186638 + Penalty 4541.475659 = -1283096.710979
  nChanged 5
		SP:Iteration 66Q (8324.380000 sec): 3 clusters
  Score: Raw -1287638.855533 + Penalty 4541.475659 = -1283097.379874
  nChanged 3
		SP:Iteration 67Q (8324.640000 sec): 3 clusters
  Score: Raw -1287639.469558 + Penalty 4541.475659 = -1283097.993899
  nChanged 2
		SP:Iteration 68Q (8324.820000 sec): 3 clusters
  Score: Raw -1287639.852490 + Penalty 4541.475659 = -1283098.376831
  nChanged 2
		SP:Iteration 69Q (8325.030000 sec): 3 clusters
  Score: Raw -1287640.120644 + Penalty 4541.475659 = -1283098.644985
  nChanged 2
		SP:Iteration 70Q (8325.270000 sec): 3 clusters
  Score: Raw -1287640.497774 + Penalty 4541.475659 = -1283099.022115
  nChanged 2
		SP:Iteration 71Q (8325.480000 sec): 3 clusters
  Score: Raw -1287640.804237 + Penalty 4541.475659 = -1283099.328578
  nChanged 1
		SP:Iteration 72Q (8325.670000 sec): 3 clusters
  Score: Raw -1287641.030816 + Penalty 4541.475659 = -1283099.555157
  nChanged 0
		SP:Iteration 73F (8325.790000 sec): 3 clusters
  Score: Raw -1287641.030816 + Penalty 4541.475659 = -1283099.555157
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (105581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8326.640000 sec): 2 clusters
  Score: Raw -16972268.053436 + Penalty 2868.673960 = -16969399.379476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8327.580000 sec): 3 clusters
  Score: Raw -16904566.757433 + Penalty 5737.347920 = -16898829.409513
  nChanged 50069
		SP:Iteration 1F (8328.450000 sec): 3 clusters
  Score: Raw -16936205.872233 + Penalty 5737.347920 = -16930468.524313
  nChanged 6386
		SP:Iteration 2F (8329.350000 sec): 3 clusters
  Score: Raw -16939874.054096 + Penalty 5737.347920 = -16934136.706176
  nChanged 7456
		SP:Iteration 3F (8330.240000 sec): 3 clusters
  Score: Raw -16944310.708158 + Penalty 5737.347920 = -16938573.360238
  nChanged 8065
		SP:Iteration 4F (8331.160000 sec): 3 clusters
  Score: Raw -16949499.334668 + Penalty 5737.347920 = -16943761.986748
  nChanged 7998
		SP:Iteration 5F (8332.070000 sec): 3 clusters
  Score: Raw -16955233.867196 + Penalty 5737.347920 = -16949496.519276
  nChanged 7088
		SP:Iteration 6F (8333.000000 sec): 3 clusters
  Score: Raw -16960772.952326 + Penalty 5737.347920 = -16955035.604406
  nChanged 5617
		SP:Iteration 7F (8333.950000 sec): 3 clusters
  Score: Raw -16965617.083527 + Penalty 5737.347920 = -16959879.735607
  nChanged 4189
		SP:Iteration 8Q (8335.000000 sec): 3 clusters
  Score: Raw -16969281.639527 + Penalty 5737.347920 = -16963544.291607
  nChanged 2979
		SP:Iteration 9Q (8335.970000 sec): 3 clusters
  Score: Raw -16971313.662912 + Penalty 5737.347920 = -16965576.314992
  nChanged 1998
		SP:Iteration 10Q (8336.870000 sec): 3 clusters
  Score: Raw -16972180.611383 + Penalty 5737.347920 = -16966443.263463
  nChanged 1321
		SP:Iteration 11Q (8337.830000 sec): 3 clusters
  Score: Raw -16972623.208401 + Penalty 5737.347920 = -16966885.860481
  nChanged 1003
		SP:Iteration 12Q (8338.760000 sec): 3 clusters
  Score: Raw -16972915.755616 + Penalty 5737.347920 = -16967178.407696
  nChanged 871
		SP:Iteration 13Q (8339.620000 sec): 3 clusters
  Score: Raw -16973131.910410 + Penalty 5737.347920 = -16967394.562490
  nChanged 821
		SP:Iteration 14Q (8340.570000 sec): 3 clusters
  Score: Raw -16973330.372465 + Penalty 5737.347920 = -16967593.024545
  nChanged 835
		SP:Iteration 15Q (8341.490000 sec): 3 clusters
  Score: Raw -16973534.550617 + Penalty 5737.347920 = -16967797.202697
  nChanged 835
		SP:Iteration 16Q (8342.460000 sec): 3 clusters
  Score: Raw -16973749.514159 + Penalty 5737.347920 = -16968012.166239
  nChanged 828
		SP:Iteration 17Q (8343.420000 sec): 3 clusters
  Score: Raw -16973963.080510 + Penalty 5737.347920 = -16968225.732590
  nChanged 794
		SP:Iteration 18Q (8344.360000 sec): 3 clusters
  Score: Raw -16974171.838697 + Penalty 5737.347920 = -16968434.490777
  nChanged 783
		SP:Iteration 19Q (8345.220000 sec): 3 clusters
  Score: Raw -16974399.981353 + Penalty 5737.347920 = -16968662.633433
  nChanged 784
		SP:Iteration 20F (8346.160000 sec): 3 clusters
  Score: Raw -16974638.913887 + Penalty 5737.347920 = -16968901.565967
  nChanged 771
		SP:Iteration 21Q (8347.070000 sec): 3 clusters
  Score: Raw -16974881.130164 + Penalty 5737.347920 = -16969143.782244
  nChanged 780
		SP:Iteration 22Q (8347.910000 sec): 3 clusters
  Score: Raw -16975138.924472 + Penalty 5737.347920 = -16969401.576552
  nChanged 763
		SP:Iteration 23Q (8348.810000 sec): 3 clusters
  Score: Raw -16975402.871052 + Penalty 5737.347920 = -16969665.523132
  nChanged 739
		SP:Iteration 24Q (8349.750000 sec): 3 clusters
  Score: Raw -16975674.065584 + Penalty 5737.347920 = -16969936.717664
  nChanged 701
		SP:Iteration 25Q (8350.750000 sec): 3 clusters
  Score: Raw -16975940.321081 + Penalty 5737.347920 = -16970202.973161
  nChanged 620
		SP:Iteration 26Q (8351.660000 sec): 3 clusters
  Score: Raw -16976168.933137 + Penalty 5737.347920 = -16970431.585217
  nChanged 564
		SP:Iteration 27Q (8352.630000 sec): 3 clusters
  Score: Raw -16976395.524490 + Penalty 5737.347920 = -16970658.176570
  nChanged 520
		SP:Iteration 28Q (8353.540000 sec): 3 clusters
  Score: Raw -16976592.959470 + Penalty 5737.347920 = -16970855.611550
  nChanged 438
		SP:Iteration 29Q (8354.560000 sec): 3 clusters
  Score: Raw -16976743.920479 + Penalty 5737.347920 = -16971006.572559
  nChanged 384
		SP:Iteration 30Q (8355.480000 sec): 3 clusters
  Score: Raw -16976875.084470 + Penalty 5737.347920 = -16971137.736550
  nChanged 337
		SP:Iteration 31Q (8356.470000 sec): 3 clusters
  Score: Raw -16976980.503255 + Penalty 5737.347920 = -16971243.155335
  nChanged 289
		SP:Iteration 32Q (8357.380000 sec): 3 clusters
  Score: Raw -16977060.280364 + Penalty 5737.347920 = -16971322.932444
  nChanged 248
		SP:Iteration 33Q (8358.340000 sec): 3 clusters
  Score: Raw -16977127.198061 + Penalty 5737.347920 = -16971389.850141
  nChanged 230
		SP:Iteration 34Q (8359.270000 sec): 3 clusters
  Score: Raw -16977191.057742 + Penalty 5737.347920 = -16971453.709822
  nChanged 190
		SP:Iteration 35Q (8360.230000 sec): 3 clusters
  Score: Raw -16977241.055841 + Penalty 5737.347920 = -16971503.707921
  nChanged 165
		SP:Iteration 36Q (8361.170000 sec): 3 clusters
  Score: Raw -16977284.902008 + Penalty 5737.347920 = -16971547.554088
  nChanged 150
		SP:Iteration 37Q (8362.190000 sec): 3 clusters
  Score: Raw -16977324.296198 + Penalty 5737.347920 = -16971586.948278
  nChanged 122
		SP:Iteration 38Q (8363.180000 sec): 3 clusters
  Score: Raw -16977353.809951 + Penalty 5737.347920 = -16971616.462031
  nChanged 98
		SP:Iteration 39Q (8364.290000 sec): 3 clusters
  Score: Raw -16977375.404929 + Penalty 5737.347920 = -16971638.057008
  nChanged 78
		SP:Iteration 40F (8365.400000 sec): 3 clusters
  Score: Raw -16977387.790958 + Penalty 5737.347920 = -16971650.443038
  nChanged 55
		SP:Iteration 41Q (8366.460000 sec): 3 clusters
  Score: Raw -16977395.527994 + Penalty 5737.347920 = -16971658.180073
  nChanged 40
		SP:Iteration 42Q (8367.490000 sec): 3 clusters
  Score: Raw -16977401.575791 + Penalty 5737.347920 = -16971664.227870
  nChanged 31
		SP:Iteration 43Q (8368.610000 sec): 3 clusters
  Score: Raw -16977406.294714 + Penalty 5737.347920 = -16971668.946794
  nChanged 22
		SP:Iteration 44Q (8369.680000 sec): 3 clusters
  Score: Raw -16977409.640119 + Penalty 5737.347920 = -16971672.292199
  nChanged 22
		SP:Iteration 45Q (8370.720000 sec): 3 clusters
  Score: Raw -16977413.082636 + Penalty 5737.347920 = -16971675.734716
  nChanged 11
		SP:Iteration 46Q (8371.790000 sec): 3 clusters
  Score: Raw -16977414.336472 + Penalty 5737.347920 = -16971676.988551
  nChanged 7
		SP:Iteration 47Q (8372.860000 sec): 3 clusters
  Score: Raw -16977414.784972 + Penalty 5737.347920 = -16971677.437052
  nChanged 2
		SP:Iteration 48Q (8373.850000 sec): 3 clusters
  Score: Raw -16977414.975841 + Penalty 5737.347920 = -16971677.627921
  nChanged 1
		SP:Iteration 49Q (8374.830000 sec): 3 clusters
  Score: Raw -16977415.004155 + Penalty 5737.347920 = -16971677.656235
  nChanged 1
		SP:Iteration 50Q (8375.720000 sec): 3 clusters
  Score: Raw -16977415.049374 + Penalty 5737.347920 = -16971677.701454
  nChanged 0
		SP:Iteration 51F (8376.690000 sec): 3 clusters
  Score: Raw -16977415.049374 + Penalty 5737.347920 = -16971677.701454
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (27606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8377.030000 sec): 2 clusters
  Score: Raw -4096374.260522 + Penalty 2535.995528 = -4093838.264994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8377.380000 sec): 3 clusters
  Score: Raw -4080049.896826 + Penalty 5071.991056 = -4074977.905770
  nChanged 12313
		SP:Iteration 1F (8377.730000 sec): 3 clusters
  Score: Raw -4087338.233317 + Penalty 5071.991056 = -4082266.242261
  nChanged 1789
		SP:Iteration 2F (8378.160000 sec): 3 clusters
  Score: Raw -4089026.660347 + Penalty 5071.991056 = -4083954.669291
  nChanged 2230
		SP:Iteration 3F (8378.530000 sec): 3 clusters
  Score: Raw -4091967.634384 + Penalty 5071.991056 = -4086895.643328
  nChanged 2428
		SP:Iteration 4F (8378.950000 sec): 3 clusters
  Score: Raw -4095128.690183 + Penalty 5071.991056 = -4090056.699127
  nChanged 2299
		SP:Iteration 5F (8379.350000 sec): 3 clusters
  Score: Raw -4097463.962878 + Penalty 5071.991056 = -4092391.971822
  nChanged 1979
		SP:Iteration 6F (8379.740000 sec): 3 clusters
  Score: Raw -4098970.177190 + Penalty 5071.991056 = -4093898.186134
  nChanged 1504
		SP:Iteration 7F (8380.110000 sec): 3 clusters
  Score: Raw -4100050.711689 + Penalty 5071.991056 = -4094978.720633
  nChanged 1249
		SP:Iteration 8Q (8380.470000 sec): 3 clusters
  Score: Raw -4100907.138073 + Penalty 5071.991056 = -4095835.147017
  nChanged 1209
		SP:Iteration 9Q (8380.850000 sec): 3 clusters
  Score: Raw -4101780.662164 + Penalty 5071.991056 = -4096708.671108
  nChanged 1182
		SP:Iteration 10Q (8381.230000 sec): 3 clusters
  Score: Raw -4102712.791102 + Penalty 5071.991056 = -4097640.800046
  nChanged 1127
		SP:Iteration 11Q (8381.570000 sec): 3 clusters
  Score: Raw -4103699.814142 + Penalty 5071.991056 = -4098627.823086
  nChanged 1011
		SP:Iteration 12Q (8381.900000 sec): 3 clusters
  Score: Raw -4104847.911927 + Penalty 5071.991056 = -4099775.920871
  nChanged 863
		SP:Iteration 13Q (8382.260000 sec): 3 clusters
  Score: Raw -4106019.436691 + Penalty 5071.991056 = -4100947.445635
  nChanged 636
		SP:Iteration 14Q (8382.620000 sec): 3 clusters
  Score: Raw -4106909.548738 + Penalty 5071.991056 = -4101837.557682
  nChanged 394
		SP:Iteration 15Q (8382.950000 sec): 3 clusters
  Score: Raw -4107447.079255 + Penalty 5071.991056 = -4102375.088199
  nChanged 211
		SP:Iteration 16Q (8383.340000 sec): 3 clusters
  Score: Raw -4107756.975961 + Penalty 5071.991056 = -4102684.984905
  nChanged 127
		SP:Iteration 17Q (8383.730000 sec): 3 clusters
  Score: Raw -4107862.719617 + Penalty 5071.991056 = -4102790.728561
  nChanged 70
		SP:Iteration 18Q (8384.070000 sec): 3 clusters
  Score: Raw -4107899.807073 + Penalty 5071.991056 = -4102827.816017
  nChanged 40
		SP:Iteration 19Q (8384.440000 sec): 3 clusters
  Score: Raw -4107911.729176 + Penalty 5071.991056 = -4102839.738120
  nChanged 22
		SP:Iteration 20F (8384.740000 sec): 3 clusters
  Score: Raw -4107918.753620 + Penalty 5071.991056 = -4102846.762564
  nChanged 14
		SP:Iteration 21Q (8385.130000 sec): 3 clusters
  Score: Raw -4107924.831372 + Penalty 5071.991056 = -4102852.840316
  nChanged 6
		SP:Iteration 22Q (8385.440000 sec): 3 clusters
  Score: Raw -4107926.481383 + Penalty 5071.991056 = -4102854.490327
  nChanged 6
		SP:Iteration 23Q (8385.780000 sec): 3 clusters
  Score: Raw -4107927.733556 + Penalty 5071.991056 = -4102855.742500
  nChanged 5
		SP:Iteration 24Q (8386.170000 sec): 3 clusters
  Score: Raw -4107928.567576 + Penalty 5071.991056 = -4102856.576520
  nChanged 3
		SP:Iteration 25Q (8386.530000 sec): 3 clusters
  Score: Raw -4107929.002817 + Penalty 5071.991056 = -4102857.011761
  nChanged 1
		SP:Iteration 26Q (8386.890000 sec): 3 clusters
  Score: Raw -4107929.085467 + Penalty 5071.991056 = -4102857.094411
  nChanged 0
		SP:Iteration 27F (8387.270000 sec): 3 clusters
  Score: Raw -4107929.085467 + Penalty 5071.991056 = -4102857.094411
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (15353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8387.510000 sec): 2 clusters
  Score: Raw -2400624.114850 + Penalty 2390.488411 = -2398233.626439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8387.780000 sec): 3 clusters
  Score: Raw -2391982.713834 + Penalty 4780.976822 = -2387201.737012
  nChanged 6643
		SP:Iteration 1F (8388.100000 sec): 3 clusters
  Score: Raw -2396067.474221 + Penalty 4780.976822 = -2391286.497398
  nChanged 1265
		SP:Iteration 2F (8388.410000 sec): 3 clusters
  Score: Raw -2397142.042413 + Penalty 4780.976822 = -2392361.065591
  nChanged 1321
		SP:Iteration 3F (8388.730000 sec): 3 clusters
  Score: Raw -2398477.742807 + Penalty 4780.976822 = -2393696.765985
  nChanged 1395
		SP:Iteration 4F (8389.030000 sec): 3 clusters
  Score: Raw -2399857.467577 + Penalty 4780.976822 = -2395076.490755
  nChanged 1151
		SP:Iteration 5F (8389.280000 sec): 3 clusters
  Score: Raw -2400755.594764 + Penalty 4780.976822 = -2395974.617942
  nChanged 835
		SP:Iteration 6F (8389.560000 sec): 3 clusters
  Score: Raw -2401284.724709 + Penalty 4780.976822 = -2396503.747887
  nChanged 566
		SP:Iteration 7Q (8389.840000 sec): 3 clusters
  Score: Raw -2401599.739881 + Penalty 4780.976822 = -2396818.763058
  nChanged 432
		SP:Iteration 8Q (8390.140000 sec): 3 clusters
  Score: Raw -2401794.306117 + Penalty 4780.976822 = -2397013.329295
  nChanged 340
		SP:Iteration 9Q (8390.400000 sec): 3 clusters
  Score: Raw -2401941.122382 + Penalty 4780.976822 = -2397160.145560
  nChanged 296
		SP:Iteration 10Q (8390.710000 sec): 3 clusters
  Score: Raw -2402068.635476 + Penalty 4780.976822 = -2397287.658654
  nChanged 281
		SP:Iteration 11Q (8390.940000 sec): 3 clusters
  Score: Raw -2402187.643029 + Penalty 4780.976822 = -2397406.666207
  nChanged 251
		SP:Iteration 12Q (8391.270000 sec): 3 clusters
  Score: Raw -2402293.075261 + Penalty 4780.976822 = -2397512.098439
  nChanged 256
		SP:Iteration 13Q (8391.550000 sec): 3 clusters
  Score: Raw -2402399.681896 + Penalty 4780.976822 = -2397618.705074
  nChanged 246
		SP:Iteration 14Q (8391.790000 sec): 3 clusters
  Score: Raw -2402489.930090 + Penalty 4780.976822 = -2397708.953268
  nChanged 237
		SP:Iteration 15Q (8392.120000 sec): 3 clusters
  Score: Raw -2402575.704875 + Penalty 4780.976822 = -2397794.728053
  nChanged 261
		SP:Iteration 16Q (8392.420000 sec): 3 clusters
  Score: Raw -2402668.523842 + Penalty 4780.976822 = -2397887.547020
  nChanged 246
		SP:Iteration 17Q (8392.710000 sec): 3 clusters
  Score: Raw -2402760.733424 + Penalty 4780.976822 = -2397979.756602
  nChanged 249
		SP:Iteration 18Q (8393.050000 sec): 3 clusters
  Score: Raw -2402858.777965 + Penalty 4780.976822 = -2398077.801143
  nChanged 250
		SP:Iteration 19Q (8393.310000 sec): 3 clusters
  Score: Raw -2402959.347119 + Penalty 4780.976822 = -2398178.370297
  nChanged 257
		SP:Iteration 20F (8393.650000 sec): 3 clusters
  Score: Raw -2403051.945046 + Penalty 4780.976822 = -2398270.968224
  nChanged 236
		SP:Iteration 21Q (8393.930000 sec): 3 clusters
  Score: Raw -2403136.996392 + Penalty 4780.976822 = -2398356.019570
  nChanged 247
		SP:Iteration 22Q (8394.190000 sec): 3 clusters
  Score: Raw -2403230.378987 + Penalty 4780.976822 = -2398449.402165
  nChanged 234
		SP:Iteration 23Q (8394.510000 sec): 3 clusters
  Score: Raw -2403316.831097 + Penalty 4780.976822 = -2398535.854274
  nChanged 234
		SP:Iteration 24Q (8394.770000 sec): 3 clusters
  Score: Raw -2403401.930026 + Penalty 4780.976822 = -2398620.953203
  nChanged 202
		SP:Iteration 25Q (8394.980000 sec): 3 clusters
  Score: Raw -2403465.665986 + Penalty 4780.976822 = -2398684.689164
  nChanged 182
		SP:Iteration 26Q (8395.320000 sec): 3 clusters
  Score: Raw -2403521.271281 + Penalty 4780.976822 = -2398740.294459
  nChanged 156
		SP:Iteration 27Q (8395.590000 sec): 3 clusters
  Score: Raw -2403567.556720 + Penalty 4780.976822 = -2398786.579897
  nChanged 148
		SP:Iteration 28Q (8395.890000 sec): 3 clusters
  Score: Raw -2403611.023854 + Penalty 4780.976822 = -2398830.047031
  nChanged 130
		SP:Iteration 29Q (8396.150000 sec): 3 clusters
  Score: Raw -2403644.909427 + Penalty 4780.976822 = -2398863.932604
  nChanged 91
		SP:Iteration 30Q (8396.480000 sec): 3 clusters
  Score: Raw -2403665.356489 + Penalty 4780.976822 = -2398884.379666
  nChanged 78
		SP:Iteration 31Q (8396.740000 sec): 3 clusters
  Score: Raw -2403682.690528 + Penalty 4780.976822 = -2398901.713706
  nChanged 68
		SP:Iteration 32Q (8397.000000 sec): 3 clusters
  Score: Raw -2403697.472313 + Penalty 4780.976822 = -2398916.495490
  nChanged 59
		SP:Iteration 33Q (8397.300000 sec): 3 clusters
  Score: Raw -2403710.583341 + Penalty 4780.976822 = -2398929.606519
  nChanged 74
		SP:Iteration 34Q (8397.580000 sec): 3 clusters
  Score: Raw -2403726.843367 + Penalty 4780.976822 = -2398945.866545
  nChanged 64
		SP:Iteration 35Q (8397.850000 sec): 3 clusters
  Score: Raw -2403738.826734 + Penalty 4780.976822 = -2398957.849912
  nChanged 47
		SP:Iteration 36Q (8398.110000 sec): 3 clusters
  Score: Raw -2403746.479476 + Penalty 4780.976822 = -2398965.502654
  nChanged 32
		SP:Iteration 37Q (8398.380000 sec): 3 clusters
  Score: Raw -2403751.805960 + Penalty 4780.976822 = -2398970.829138
  nChanged 34
		SP:Iteration 38Q (8398.650000 sec): 3 clusters
  Score: Raw -2403758.200632 + Penalty 4780.976822 = -2398977.223810
  nChanged 25
		SP:Iteration 39Q (8398.960000 sec): 3 clusters
  Score: Raw -2403761.152987 + Penalty 4780.976822 = -2398980.176164
  nChanged 13
		SP:Iteration 40F (8399.230000 sec): 3 clusters
  Score: Raw -2403762.973509 + Penalty 4780.976822 = -2398981.996687
  nChanged 12
		SP:Iteration 41Q (8399.540000 sec): 3 clusters
  Score: Raw -2403764.801956 + Penalty 4780.976822 = -2398983.825134
  nChanged 11
		SP:Iteration 42Q (8399.860000 sec): 3 clusters
  Score: Raw -2403766.418390 + Penalty 4780.976822 = -2398985.441568
  nChanged 10
		SP:Iteration 43Q (8400.170000 sec): 3 clusters
  Score: Raw -2403767.837078 + Penalty 4780.976822 = -2398986.860256
  nChanged 13
		SP:Iteration 44Q (8400.440000 sec): 3 clusters
  Score: Raw -2403769.634318 + Penalty 4780.976822 = -2398988.657496
  nChanged 10
		SP:Iteration 45Q (8400.700000 sec): 3 clusters
  Score: Raw -2403770.772464 + Penalty 4780.976822 = -2398989.795642
  nChanged 7
		SP:Iteration 46Q (8400.990000 sec): 3 clusters
  Score: Raw -2403771.495069 + Penalty 4780.976822 = -2398990.518247
  nChanged 7
		SP:Iteration 47Q (8401.270000 sec): 3 clusters
  Score: Raw -2403772.089619 + Penalty 4780.976822 = -2398991.112797
  nChanged 6
		SP:Iteration 48Q (8401.580000 sec): 3 clusters
  Score: Raw -2403772.980206 + Penalty 4780.976822 = -2398992.003383
  nChanged 7
		SP:Iteration 49Q (8401.980000 sec): 3 clusters
  Score: Raw -2403773.794169 + Penalty 4780.976822 = -2398992.817347
  nChanged 7
		SP:Iteration 50Q (8402.270000 sec): 3 clusters
  Score: Raw -2403774.633009 + Penalty 4780.976822 = -2398993.656186
  nChanged 7
		SP:Iteration 51Q (8402.580000 sec): 3 clusters
  Score: Raw -2403775.520533 + Penalty 4780.976822 = -2398994.543710
  nChanged 7
		SP:Iteration 52Q (8402.930000 sec): 3 clusters
  Score: Raw -2403776.461434 + Penalty 4780.976822 = -2398995.484612
  nChanged 7
		SP:Iteration 53Q (8403.220000 sec): 3 clusters
  Score: Raw -2403777.288371 + Penalty 4780.976822 = -2398996.311549
  nChanged 6
		SP:Iteration 54Q (8403.470000 sec): 3 clusters
  Score: Raw -2403777.970042 + Penalty 4780.976822 = -2398996.993220
  nChanged 4
		SP:Iteration 55Q (8403.770000 sec): 3 clusters
  Score: Raw -2403778.416404 + Penalty 4780.976822 = -2398997.439582
  nChanged 2
		SP:Iteration 56Q (8404.080000 sec): 3 clusters
  Score: Raw -2403778.646194 + Penalty 4780.976822 = -2398997.669372
  nChanged 1
		SP:Iteration 57Q (8404.330000 sec): 3 clusters
  Score: Raw -2403778.747620 + Penalty 4780.976822 = -2398997.770798
  nChanged 0
		SP:Iteration 58F (8404.600000 sec): 3 clusters
  Score: Raw -2403778.747620 + Penalty 4780.976822 = -2398997.770798
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (16320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8404.830000 sec): 2 clusters
  Score: Raw -2379207.320518 + Penalty 2405.636364 = -2376801.684154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8405.120000 sec): 3 clusters
  Score: Raw -2369947.715585 + Penalty 4811.272728 = -2365136.442858
  nChanged 7105
		SP:Iteration 1F (8405.470000 sec): 3 clusters
  Score: Raw -2374324.371198 + Penalty 4811.272728 = -2369513.098470
  nChanged 1329
		SP:Iteration 2F (8405.770000 sec): 3 clusters
  Score: Raw -2375647.232035 + Penalty 4811.272728 = -2370835.959307
  nChanged 1554
		SP:Iteration 3F (8406.070000 sec): 3 clusters
  Score: Raw -2377535.997669 + Penalty 4811.272728 = -2372724.724941
  nChanged 1664
		SP:Iteration 4F (8406.330000 sec): 3 clusters
  Score: Raw -2379489.959924 + Penalty 4811.272728 = -2374678.687196
  nChanged 1443
		SP:Iteration 5F (8406.620000 sec): 3 clusters
  Score: Raw -2381017.122909 + Penalty 4811.272728 = -2376205.850181
  nChanged 993
		SP:Iteration 6F (8406.950000 sec): 3 clusters
  Score: Raw -2381841.275819 + Penalty 4811.272728 = -2377030.003092
  nChanged 685
		SP:Iteration 7Q (8407.210000 sec): 3 clusters
  Score: Raw -2382242.503763 + Penalty 4811.272728 = -2377431.231035
  nChanged 446
		SP:Iteration 8Q (8407.520000 sec): 3 clusters
  Score: Raw -2382465.489462 + Penalty 4811.272728 = -2377654.216734
  nChanged 322
		SP:Iteration 9Q (8407.810000 sec): 3 clusters
  Score: Raw -2382633.917419 + Penalty 4811.272728 = -2377822.644692
  nChanged 279
		SP:Iteration 10Q (8408.100000 sec): 3 clusters
  Score: Raw -2382797.573986 + Penalty 4811.272728 = -2377986.301258
  nChanged 287
		SP:Iteration 11Q (8408.440000 sec): 3 clusters
  Score: Raw -2382957.065322 + Penalty 4811.272728 = -2378145.792594
  nChanged 259
		SP:Iteration 12Q (8408.720000 sec): 3 clusters
  Score: Raw -2383086.783382 + Penalty 4811.272728 = -2378275.510655
  nChanged 228
		SP:Iteration 13Q (8409.060000 sec): 3 clusters
  Score: Raw -2383184.193414 + Penalty 4811.272728 = -2378372.920686
  nChanged 210
		SP:Iteration 14Q (8409.330000 sec): 3 clusters
  Score: Raw -2383270.172024 + Penalty 4811.272728 = -2378458.899296
  nChanged 202
		SP:Iteration 15Q (8409.610000 sec): 3 clusters
  Score: Raw -2383337.024980 + Penalty 4811.272728 = -2378525.752252
  nChanged 153
		SP:Iteration 16Q (8409.930000 sec): 3 clusters
  Score: Raw -2383374.584513 + Penalty 4811.272728 = -2378563.311786
  nChanged 122
		SP:Iteration 17Q (8410.160000 sec): 3 clusters
  Score: Raw -2383405.812371 + Penalty 4811.272728 = -2378594.539644
  nChanged 114
		SP:Iteration 18Q (8410.470000 sec): 3 clusters
  Score: Raw -2383430.150381 + Penalty 4811.272728 = -2378618.877654
  nChanged 99
		SP:Iteration 19Q (8410.760000 sec): 3 clusters
  Score: Raw -2383448.218757 + Penalty 4811.272728 = -2378636.946029
  nChanged 84
		SP:Iteration 20F (8410.990000 sec): 3 clusters
  Score: Raw -2383461.505763 + Penalty 4811.272728 = -2378650.233036
  nChanged 62
		SP:Iteration 21Q (8411.250000 sec): 3 clusters
  Score: Raw -2383470.140259 + Penalty 4811.272728 = -2378658.867532
  nChanged 46
		SP:Iteration 22Q (8411.520000 sec): 3 clusters
  Score: Raw -2383476.131041 + Penalty 4811.272728 = -2378664.858313
  nChanged 39
		SP:Iteration 23Q (8411.840000 sec): 3 clusters
  Score: Raw -2383480.892278 + Penalty 4811.272728 = -2378669.619550
  nChanged 44
		SP:Iteration 24Q (8412.140000 sec): 3 clusters
  Score: Raw -2383486.053374 + Penalty 4811.272728 = -2378674.780646
  nChanged 41
		SP:Iteration 25Q (8412.480000 sec): 3 clusters
  Score: Raw -2383491.615947 + Penalty 4811.272728 = -2378680.343220
  nChanged 44
		SP:Iteration 26Q (8412.840000 sec): 3 clusters
  Score: Raw -2383497.029209 + Penalty 4811.272728 = -2378685.756482
  nChanged 33
		SP:Iteration 27Q (8413.140000 sec): 3 clusters
  Score: Raw -2383501.109099 + Penalty 4811.272728 = -2378689.836371
  nChanged 23
		SP:Iteration 28Q (8413.440000 sec): 3 clusters
  Score: Raw -2383503.948334 + Penalty 4811.272728 = -2378692.675606
  nChanged 23
		SP:Iteration 29Q (8413.790000 sec): 3 clusters
  Score: Raw -2383506.432900 + Penalty 4811.272728 = -2378695.160172
  nChanged 21
		SP:Iteration 30Q (8414.120000 sec): 3 clusters
  Score: Raw -2383508.960742 + Penalty 4811.272728 = -2378697.688014
  nChanged 18
		SP:Iteration 31Q (8414.420000 sec): 3 clusters
  Score: Raw -2383511.087799 + Penalty 4811.272728 = -2378699.815071
  nChanged 24
		SP:Iteration 32Q (8414.700000 sec): 3 clusters
  Score: Raw -2383513.693910 + Penalty 4811.272728 = -2378702.421183
  nChanged 19
		SP:Iteration 33Q (8415.000000 sec): 3 clusters
  Score: Raw -2383515.528341 + Penalty 4811.272728 = -2378704.255613
  nChanged 18
		SP:Iteration 34Q (8415.290000 sec): 3 clusters
  Score: Raw -2383517.460935 + Penalty 4811.272728 = -2378706.188207
  nChanged 20
		SP:Iteration 35Q (8415.530000 sec): 3 clusters
  Score: Raw -2383519.695251 + Penalty 4811.272728 = -2378708.422523
  nChanged 23
		SP:Iteration 36Q (8415.780000 sec): 3 clusters
  Score: Raw -2383522.177957 + Penalty 4811.272728 = -2378710.905229
  nChanged 25
		SP:Iteration 37Q (8416.100000 sec): 3 clusters
  Score: Raw -2383524.686264 + Penalty 4811.272728 = -2378713.413536
  nChanged 23
		SP:Iteration 38Q (8416.410000 sec): 3 clusters
  Score: Raw -2383527.628154 + Penalty 4811.272728 = -2378716.355426
  nChanged 30
		SP:Iteration 39Q (8416.660000 sec): 3 clusters
  Score: Raw -2383531.054405 + Penalty 4811.272728 = -2378719.781678
  nChanged 34
		SP:Iteration 40F (8416.930000 sec): 3 clusters
  Score: Raw -2383535.321260 + Penalty 4811.272728 = -2378724.048533
  nChanged 33
		SP:Iteration 41Q (8417.250000 sec): 3 clusters
  Score: Raw -2383539.450624 + Penalty 4811.272728 = -2378728.177896
  nChanged 26
		SP:Iteration 42Q (8417.560000 sec): 3 clusters
  Score: Raw -2383541.922264 + Penalty 4811.272728 = -2378730.649537
  nChanged 18
		SP:Iteration 43Q (8417.880000 sec): 3 clusters
  Score: Raw -2383543.679041 + Penalty 4811.272728 = -2378732.406313
  nChanged 14
		SP:Iteration 44Q (8418.120000 sec): 3 clusters
  Score: Raw -2383545.224323 + Penalty 4811.272728 = -2378733.951595
  nChanged 11
		SP:Iteration 45Q (8418.450000 sec): 3 clusters
  Score: Raw -2383546.327180 + Penalty 4811.272728 = -2378735.054452
  nChanged 14
		SP:Iteration 46Q (8418.720000 sec): 3 clusters
  Score: Raw -2383547.932309 + Penalty 4811.272728 = -2378736.659581
  nChanged 13
		SP:Iteration 47Q (8419.020000 sec): 3 clusters
  Score: Raw -2383549.281592 + Penalty 4811.272728 = -2378738.008864
  nChanged 16
		SP:Iteration 48Q (8419.310000 sec): 3 clusters
  Score: Raw -2383550.685730 + Penalty 4811.272728 = -2378739.413003
  nChanged 11
		SP:Iteration 49Q (8419.590000 sec): 3 clusters
  Score: Raw -2383551.416141 + Penalty 4811.272728 = -2378740.143413
  nChanged 6
		SP:Iteration 50Q (8419.850000 sec): 3 clusters
  Score: Raw -2383551.845189 + Penalty 4811.272728 = -2378740.572461
  nChanged 8
		SP:Iteration 51Q (8420.190000 sec): 3 clusters
  Score: Raw -2383552.483706 + Penalty 4811.272728 = -2378741.210978
  nChanged 3
		SP:Iteration 52Q (8420.490000 sec): 3 clusters
  Score: Raw -2383552.726066 + Penalty 4811.272728 = -2378741.453338
  nChanged 4
		SP:Iteration 53Q (8420.770000 sec): 3 clusters
  Score: Raw -2383552.995391 + Penalty 4811.272728 = -2378741.722663
  nChanged 1
		SP:Iteration 54Q (8421.100000 sec): 3 clusters
  Score: Raw -2383553.048432 + Penalty 4811.272728 = -2378741.775704
  nChanged 1
		SP:Iteration 55Q (8421.400000 sec): 3 clusters
  Score: Raw -2383553.087221 + Penalty 4811.272728 = -2378741.814493
  nChanged 0
		SP:Iteration 56F (8421.700000 sec): 3 clusters
  Score: Raw -2383553.087221 + Penalty 4811.272728 = -2378741.814493
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (70710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8422.250000 sec): 2 clusters
  Score: Raw -10875650.456756 + Penalty 2769.252887 = -10872881.203870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8422.950000 sec): 3 clusters
  Score: Raw -10831020.584291 + Penalty 5538.505773 = -10825482.078518
  nChanged 33087
		SP:Iteration 1F (8423.610000 sec): 3 clusters
  Score: Raw -10851201.021577 + Penalty 5538.505773 = -10845662.515804
  nChanged 4887
		SP:Iteration 2F (8424.300000 sec): 3 clusters
  Score: Raw -10855068.518457 + Penalty 5538.505773 = -10849530.012684
  nChanged 6015
		SP:Iteration 3F (8425.030000 sec): 3 clusters
  Score: Raw -10860674.972550 + Penalty 5538.505773 = -10855136.466776
  nChanged 6353
		SP:Iteration 4F (8425.720000 sec): 3 clusters
  Score: Raw -10866221.964956 + Penalty 5538.505773 = -10860683.459183
  nChanged 5622
		SP:Iteration 5F (8426.410000 sec): 3 clusters
  Score: Raw -10870308.551819 + Penalty 5538.505773 = -10864770.046046
  nChanged 4479
		SP:Iteration 6F (8427.040000 sec): 3 clusters
  Score: Raw -10872919.624966 + Penalty 5538.505773 = -10867381.119193
  nChanged 3449
		SP:Iteration 7Q (8427.780000 sec): 3 clusters
  Score: Raw -10874640.321864 + Penalty 5538.505773 = -10869101.816091
  nChanged 2543
		SP:Iteration 8Q (8428.450000 sec): 3 clusters
  Score: Raw -10875744.164985 + Penalty 5538.505773 = -10870205.659212
  nChanged 2042
		SP:Iteration 9Q (8429.200000 sec): 3 clusters
  Score: Raw -10876542.040937 + Penalty 5538.505773 = -10871003.535164
  nChanged 1665
		SP:Iteration 10Q (8429.910000 sec): 3 clusters
  Score: Raw -10877132.568500 + Penalty 5538.505773 = -10871594.062727
  nChanged 1387
		SP:Iteration 11Q (8430.590000 sec): 3 clusters
  Score: Raw -10877572.038026 + Penalty 5538.505773 = -10872033.532252
  nChanged 1222
		SP:Iteration 12Q (8431.350000 sec): 3 clusters
  Score: Raw -10877924.760303 + Penalty 5538.505773 = -10872386.254530
  nChanged 1084
		SP:Iteration 13Q (8432.030000 sec): 3 clusters
  Score: Raw -10878187.647418 + Penalty 5538.505773 = -10872649.141645
  nChanged 1015
		SP:Iteration 14Q (8432.690000 sec): 3 clusters
  Score: Raw -10878417.397423 + Penalty 5538.505773 = -10872878.891649
  nChanged 1040
		SP:Iteration 15Q (8433.400000 sec): 3 clusters
  Score: Raw -10878653.930426 + Penalty 5538.505773 = -10873115.424653
  nChanged 952
		SP:Iteration 16Q (8434.080000 sec): 3 clusters
  Score: Raw -10878861.659672 + Penalty 5538.505773 = -10873323.153899
  nChanged 882
		SP:Iteration 17Q (8434.770000 sec): 3 clusters
  Score: Raw -10879040.521046 + Penalty 5538.505773 = -10873502.015273
  nChanged 800
		SP:Iteration 18Q (8435.510000 sec): 3 clusters
  Score: Raw -10879206.312849 + Penalty 5538.505773 = -10873667.807076
  nChanged 778
		SP:Iteration 19Q (8436.220000 sec): 3 clusters
  Score: Raw -10879364.293831 + Penalty 5538.505773 = -10873825.788058
  nChanged 778
		SP:Iteration 20F (8436.930000 sec): 3 clusters
  Score: Raw -10879519.864385 + Penalty 5538.505773 = -10873981.358612
  nChanged 738
		SP:Iteration 21Q (8437.570000 sec): 3 clusters
  Score: Raw -10879657.090647 + Penalty 5538.505773 = -10874118.584874
  nChanged 686
		SP:Iteration 22Q (8438.300000 sec): 3 clusters
  Score: Raw -10879774.288445 + Penalty 5538.505773 = -10874235.782672
  nChanged 625
		SP:Iteration 23Q (8438.970000 sec): 3 clusters
  Score: Raw -10879878.976647 + Penalty 5538.505773 = -10874340.470874
  nChanged 549
		SP:Iteration 24Q (8439.660000 sec): 3 clusters
  Score: Raw -10879958.204727 + Penalty 5538.505773 = -10874419.698954
  nChanged 477
		SP:Iteration 25Q (8440.210000 sec): 3 clusters
  Score: Raw -10880019.220379 + Penalty 5538.505773 = -10874480.714605
  nChanged 424
		SP:Iteration 26Q (8440.840000 sec): 3 clusters
  Score: Raw -10880077.317253 + Penalty 5538.505773 = -10874538.811480
  nChanged 447
		SP:Iteration 27Q (8441.590000 sec): 3 clusters
  Score: Raw -10880139.240647 + Penalty 5538.505773 = -10874600.734873
  nChanged 445
		SP:Iteration 28Q (8442.290000 sec): 3 clusters
  Score: Raw -10880202.589609 + Penalty 5538.505773 = -10874664.083836
  nChanged 419
		SP:Iteration 29Q (8443.050000 sec): 3 clusters
  Score: Raw -10880261.544308 + Penalty 5538.505773 = -10874723.038534
  nChanged 411
		SP:Iteration 30Q (8443.880000 sec): 3 clusters
  Score: Raw -10880316.114589 + Penalty 5538.505773 = -10874777.608815
  nChanged 374
		SP:Iteration 31Q (8444.660000 sec): 3 clusters
  Score: Raw -10880368.804157 + Penalty 5538.505773 = -10874830.298384
  nChanged 357
		SP:Iteration 32Q (8445.440000 sec): 3 clusters
  Score: Raw -10880420.900020 + Penalty 5538.505773 = -10874882.394247
  nChanged 342
		SP:Iteration 33Q (8446.260000 sec): 3 clusters
  Score: Raw -10880466.610486 + Penalty 5538.505773 = -10874928.104713
  nChanged 347
		SP:Iteration 34Q (8447.020000 sec): 3 clusters
  Score: Raw -10880514.275571 + Penalty 5538.505773 = -10874975.769798
  nChanged 344
		SP:Iteration 35Q (8447.800000 sec): 3 clusters
  Score: Raw -10880562.002426 + Penalty 5538.505773 = -10875023.496653
  nChanged 322
		SP:Iteration 36Q (8448.570000 sec): 3 clusters
  Score: Raw -10880601.177690 + Penalty 5538.505773 = -10875062.671917
  nChanged 270
		SP:Iteration 37Q (8449.350000 sec): 3 clusters
  Score: Raw -10880628.751760 + Penalty 5538.505773 = -10875090.245987
  nChanged 249
		SP:Iteration 38Q (8450.090000 sec): 3 clusters
  Score: Raw -10880654.487515 + Penalty 5538.505773 = -10875115.981742
  nChanged 237
		SP:Iteration 39Q (8450.880000 sec): 3 clusters
  Score: Raw -10880680.326909 + Penalty 5538.505773 = -10875141.821136
  nChanged 234
		SP:Iteration 40F (8451.690000 sec): 3 clusters
  Score: Raw -10880705.592105 + Penalty 5538.505773 = -10875167.086332
  nChanged 210
		SP:Iteration 41Q (8452.480000 sec): 3 clusters
  Score: Raw -10880725.933670 + Penalty 5538.505773 = -10875187.427897
  nChanged 181
		SP:Iteration 42Q (8453.220000 sec): 3 clusters
  Score: Raw -10880743.246101 + Penalty 5538.505773 = -10875204.740328
  nChanged 160
		SP:Iteration 43Q (8453.930000 sec): 3 clusters
  Score: Raw -10880757.346079 + Penalty 5538.505773 = -10875218.840306
  nChanged 146
		SP:Iteration 44Q (8454.650000 sec): 3 clusters
  Score: Raw -10880769.376559 + Penalty 5538.505773 = -10875230.870786
  nChanged 128
		SP:Iteration 45Q (8455.330000 sec): 3 clusters
  Score: Raw -10880781.085338 + Penalty 5538.505773 = -10875242.579565
  nChanged 119
		SP:Iteration 46Q (8455.750000 sec): 3 clusters
  Score: Raw -10880790.659545 + Penalty 5538.505773 = -10875252.153772
  nChanged 112
		SP:Iteration 47Q (8456.190000 sec): 3 clusters
  Score: Raw -10880798.509239 + Penalty 5538.505773 = -10875260.003466
  nChanged 102
		SP:Iteration 48Q (8456.780000 sec): 3 clusters
  Score: Raw -10880806.128480 + Penalty 5538.505773 = -10875267.622707
  nChanged 81
		SP:Iteration 49Q (8457.480000 sec): 3 clusters
  Score: Raw -10880812.524542 + Penalty 5538.505773 = -10875274.018769
  nChanged 103
		SP:Iteration 50Q (8458.150000 sec): 3 clusters
  Score: Raw -10880820.212893 + Penalty 5538.505773 = -10875281.707120
  nChanged 82
		SP:Iteration 51Q (8458.820000 sec): 3 clusters
  Score: Raw -10880825.088450 + Penalty 5538.505773 = -10875286.582677
  nChanged 69
		SP:Iteration 52Q (8459.490000 sec): 3 clusters
  Score: Raw -10880829.023586 + Penalty 5538.505773 = -10875290.517812
  nChanged 70
		SP:Iteration 53Q (8460.130000 sec): 3 clusters
  Score: Raw -10880833.794370 + Penalty 5538.505773 = -10875295.288597
  nChanged 71
		SP:Iteration 54Q (8460.870000 sec): 3 clusters
  Score: Raw -10880838.987060 + Penalty 5538.505773 = -10875300.481287
  nChanged 72
		SP:Iteration 55Q (8461.590000 sec): 3 clusters
  Score: Raw -10880844.196058 + Penalty 5538.505773 = -10875305.690285
  nChanged 85
		SP:Iteration 56Q (8462.320000 sec): 3 clusters
  Score: Raw -10880849.639796 + Penalty 5538.505773 = -10875311.134023
  nChanged 64
		SP:Iteration 57Q (8463.000000 sec): 3 clusters
  Score: Raw -10880853.903194 + Penalty 5538.505773 = -10875315.397421
  nChanged 66
		SP:Iteration 58Q (8463.680000 sec): 3 clusters
  Score: Raw -10880857.645679 + Penalty 5538.505773 = -10875319.139905
  nChanged 48
		SP:Iteration 59Q (8464.390000 sec): 3 clusters
  Score: Raw -10880859.824299 + Penalty 5538.505773 = -10875321.318526
  nChanged 35
		SP:Iteration 60F (8465.060000 sec): 3 clusters
  Score: Raw -10880861.792266 + Penalty 5538.505773 = -10875323.286493
  nChanged 30
		SP:Iteration 61Q (8465.720000 sec): 3 clusters
  Score: Raw -10880863.327965 + Penalty 5538.505773 = -10875324.822191
  nChanged 28
		SP:Iteration 62Q (8466.400000 sec): 3 clusters
  Score: Raw -10880864.812002 + Penalty 5538.505773 = -10875326.306229
  nChanged 26
		SP:Iteration 63Q (8467.050000 sec): 3 clusters
  Score: Raw -10880866.378896 + Penalty 5538.505773 = -10875327.873122
  nChanged 30
		SP:Iteration 64Q (8467.700000 sec): 3 clusters
  Score: Raw -10880867.758096 + Penalty 5538.505773 = -10875329.252323
  nChanged 19
		SP:Iteration 65Q (8468.400000 sec): 3 clusters
  Score: Raw -10880868.984065 + Penalty 5538.505773 = -10875330.478292
  nChanged 23
		SP:Iteration 66Q (8469.130000 sec): 3 clusters
  Score: Raw -10880870.848743 + Penalty 5538.505773 = -10875332.342970
  nChanged 35
		SP:Iteration 67Q (8469.830000 sec): 3 clusters
  Score: Raw -10880873.149084 + Penalty 5538.505773 = -10875334.643310
  nChanged 30
		SP:Iteration 68Q (8470.520000 sec): 3 clusters
  Score: Raw -10880874.534221 + Penalty 5538.505773 = -10875336.028448
  nChanged 28
		SP:Iteration 69Q (8471.230000 sec): 3 clusters
  Score: Raw -10880875.900571 + Penalty 5538.505773 = -10875337.394798
  nChanged 22
		SP:Iteration 70Q (8471.900000 sec): 3 clusters
  Score: Raw -10880877.144359 + Penalty 5538.505773 = -10875338.638585
  nChanged 26
		SP:Iteration 71Q (8472.550000 sec): 3 clusters
  Score: Raw -10880878.310058 + Penalty 5538.505773 = -10875339.804285
  nChanged 15
		SP:Iteration 72Q (8473.170000 sec): 3 clusters
  Score: Raw -10880878.947522 + Penalty 5538.505773 = -10875340.441749
  nChanged 9
		SP:Iteration 73Q (8473.810000 sec): 3 clusters
  Score: Raw -10880879.267071 + Penalty 5538.505773 = -10875340.761298
  nChanged 10
		SP:Iteration 74Q (8474.450000 sec): 3 clusters
  Score: Raw -10880879.597761 + Penalty 5538.505773 = -10875341.091988
  nChanged 9
		SP:Iteration 75Q (8475.070000 sec): 3 clusters
  Score: Raw -10880879.916395 + Penalty 5538.505773 = -10875341.410622
  nChanged 8
		SP:Iteration 76Q (8475.720000 sec): 3 clusters
  Score: Raw -10880880.227311 + Penalty 5538.505773 = -10875341.721538
  nChanged 6
		SP:Iteration 77Q (8476.370000 sec): 3 clusters
  Score: Raw -10880880.440326 + Penalty 5538.505773 = -10875341.934553
  nChanged 8
		SP:Iteration 78Q (8477.040000 sec): 3 clusters
  Score: Raw -10880880.814761 + Penalty 5538.505773 = -10875342.308988
  nChanged 14
		SP:Iteration 79Q (8477.720000 sec): 3 clusters
  Score: Raw -10880881.341801 + Penalty 5538.505773 = -10875342.836027
  nChanged 10
		SP:Iteration 80F (8478.380000 sec): 3 clusters
  Score: Raw -10880881.783551 + Penalty 5538.505773 = -10875343.277778
  nChanged 8
		SP:Iteration 81Q (8479.000000 sec): 3 clusters
  Score: Raw -10880882.191399 + Penalty 5538.505773 = -10875343.685626
  nChanged 6
		SP:Iteration 82Q (8479.660000 sec): 3 clusters
  Score: Raw -10880882.544843 + Penalty 5538.505773 = -10875344.039070
  nChanged 10
		SP:Iteration 83Q (8480.380000 sec): 3 clusters
  Score: Raw -10880882.863257 + Penalty 5538.505773 = -10875344.357484
  nChanged 9
		SP:Iteration 84Q (8481.090000 sec): 3 clusters
  Score: Raw -10880883.200396 + Penalty 5538.505773 = -10875344.694622
  nChanged 12
		SP:Iteration 85Q (8481.760000 sec): 3 clusters
  Score: Raw -10880883.589281 + Penalty 5538.505773 = -10875345.083508
  nChanged 10
		SP:Iteration 86Q (8482.420000 sec): 3 clusters
  Score: Raw -10880884.122362 + Penalty 5538.505773 = -10875345.616589
  nChanged 8
		SP:Iteration 87Q (8483.110000 sec): 3 clusters
  Score: Raw -10880884.407759 + Penalty 5538.505773 = -10875345.901986
  nChanged 6
		SP:Iteration 88Q (8483.800000 sec): 3 clusters
  Score: Raw -10880884.649589 + Penalty 5538.505773 = -10875346.143816
  nChanged 3
		SP:Iteration 89Q (8484.450000 sec): 3 clusters
  Score: Raw -10880884.729266 + Penalty 5538.505773 = -10875346.223492
  nChanged 2
		SP:Iteration 90Q (8485.090000 sec): 3 clusters
  Score: Raw -10880884.842612 + Penalty 5538.505773 = -10875346.336838
  nChanged 3
		SP:Iteration 91Q (8485.800000 sec): 3 clusters
  Score: Raw -10880884.913996 + Penalty 5538.505773 = -10875346.408223
  nChanged 3
		SP:Iteration 92Q (8486.470000 sec): 3 clusters
  Score: Raw -10880885.002508 + Penalty 5538.505773 = -10875346.496735
  nChanged 1
		SP:Iteration 93Q (8487.130000 sec): 3 clusters
  Score: Raw -10880885.030019 + Penalty 5538.505773 = -10875346.524246
  nChanged 0
		SP:Iteration 94F (8487.850000 sec): 3 clusters
  Score: Raw -10880885.030019 + Penalty 5538.505773 = -10875346.524246
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (23189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8488.050000 sec): 2 clusters
  Score: Raw -3673854.227172 + Penalty 2492.755460 = -3671361.471712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8488.360000 sec): 3 clusters
  Score: Raw -3660264.175970 + Penalty 4985.510920 = -3655278.665049
  nChanged 10416
		SP:Iteration 1F (8488.680000 sec): 3 clusters
  Score: Raw -3665811.429940 + Penalty 4985.510920 = -3660825.919020
  nChanged 1347
		SP:Iteration 2F (8488.990000 sec): 3 clusters
  Score: Raw -3666433.827977 + Penalty 4985.510920 = -3661448.317057
  nChanged 1289
		SP:Iteration 3F (8489.360000 sec): 3 clusters
  Score: Raw -3667077.964210 + Penalty 4985.510920 = -3662092.453290
  nChanged 1311
		SP:Iteration 4F (8489.690000 sec): 3 clusters
  Score: Raw -3667885.717355 + Penalty 4985.510920 = -3662900.206435
  nChanged 1403
		SP:Iteration 5F (8490.150000 sec): 3 clusters
  Score: Raw -3668859.611559 + Penalty 4985.510920 = -3663874.100639
  nChanged 1499
		SP:Iteration 6F (8490.490000 sec): 3 clusters
  Score: Raw -3669929.875234 + Penalty 4985.510920 = -3664944.364313
  nChanged 1438
		SP:Iteration 7F (8490.880000 sec): 3 clusters
  Score: Raw -3670896.976190 + Penalty 4985.510920 = -3665911.465269
  nChanged 1244
		SP:Iteration 8F (8491.250000 sec): 3 clusters
  Score: Raw -3671619.341257 + Penalty 4985.510920 = -3666633.830336
  nChanged 972
		SP:Iteration 9Q (8491.610000 sec): 3 clusters
  Score: Raw -3672147.048772 + Penalty 4985.510920 = -3667161.537851
  nChanged 884
		SP:Iteration 10Q (8492.030000 sec): 3 clusters
  Score: Raw -3672626.787038 + Penalty 4985.510920 = -3667641.276117
  nChanged 739
		SP:Iteration 11Q (8492.370000 sec): 3 clusters
  Score: Raw -3673009.683132 + Penalty 4985.510920 = -3668024.172212
  nChanged 683
		SP:Iteration 12Q (8492.730000 sec): 3 clusters
  Score: Raw -3673356.217261 + Penalty 4985.510920 = -3668370.706340
  nChanged 652
		SP:Iteration 13Q (8493.100000 sec): 3 clusters
  Score: Raw -3673676.775785 + Penalty 4985.510920 = -3668691.264865
  nChanged 605
		SP:Iteration 14Q (8493.430000 sec): 3 clusters
  Score: Raw -3673948.584290 + Penalty 4985.510920 = -3668963.073370
  nChanged 525
		SP:Iteration 15Q (8493.840000 sec): 3 clusters
  Score: Raw -3674167.619856 + Penalty 4985.510920 = -3669182.108936
  nChanged 488
		SP:Iteration 16Q (8494.180000 sec): 3 clusters
  Score: Raw -3674389.104312 + Penalty 4985.510920 = -3669403.593391
  nChanged 457
		SP:Iteration 17Q (8494.550000 sec): 3 clusters
  Score: Raw -3674586.094336 + Penalty 4985.510920 = -3669600.583415
  nChanged 437
		SP:Iteration 18Q (8494.920000 sec): 3 clusters
  Score: Raw -3674784.176811 + Penalty 4985.510920 = -3669798.665891
  nChanged 416
		SP:Iteration 19Q (8495.220000 sec): 3 clusters
  Score: Raw -3674962.223948 + Penalty 4985.510920 = -3669976.713027
  nChanged 382
		SP:Iteration 20F (8495.580000 sec): 3 clusters
  Score: Raw -3675118.404689 + Penalty 4985.510920 = -3670132.893769
  nChanged 323
		SP:Iteration 21Q (8495.880000 sec): 3 clusters
  Score: Raw -3675243.300964 + Penalty 4985.510920 = -3670257.790043
  nChanged 275
		SP:Iteration 22Q (8496.260000 sec): 3 clusters
  Score: Raw -3675338.417942 + Penalty 4985.510920 = -3670352.907021
  nChanged 224
		SP:Iteration 23Q (8496.710000 sec): 3 clusters
  Score: Raw -3675406.803039 + Penalty 4985.510920 = -3670421.292118
  nChanged 189
		SP:Iteration 24Q (8497.070000 sec): 3 clusters
  Score: Raw -3675460.654714 + Penalty 4985.510920 = -3670475.143793
  nChanged 159
		SP:Iteration 25Q (8497.380000 sec): 3 clusters
  Score: Raw -3675503.091025 + Penalty 4985.510920 = -3670517.580105
  nChanged 126
		SP:Iteration 26Q (8497.690000 sec): 3 clusters
  Score: Raw -3675534.340790 + Penalty 4985.510920 = -3670548.829870
  nChanged 101
		SP:Iteration 27Q (8498.020000 sec): 3 clusters
  Score: Raw -3675557.054450 + Penalty 4985.510920 = -3670571.543529
  nChanged 94
		SP:Iteration 28Q (8498.340000 sec): 3 clusters
  Score: Raw -3675576.877808 + Penalty 4985.510920 = -3670591.366888
  nChanged 73
		SP:Iteration 29Q (8498.690000 sec): 3 clusters
  Score: Raw -3675591.899465 + Penalty 4985.510920 = -3670606.388544
  nChanged 63
		SP:Iteration 30Q (8499.080000 sec): 3 clusters
  Score: Raw -3675604.870604 + Penalty 4985.510920 = -3670619.359683
  nChanged 49
		SP:Iteration 31Q (8499.470000 sec): 3 clusters
  Score: Raw -3675615.523573 + Penalty 4985.510920 = -3670630.012652
  nChanged 40
		SP:Iteration 32Q (8499.770000 sec): 3 clusters
  Score: Raw -3675623.848677 + Penalty 4985.510920 = -3670638.337757
  nChanged 44
		SP:Iteration 33Q (8500.190000 sec): 3 clusters
  Score: Raw -3675635.108284 + Penalty 4985.510920 = -3670649.597363
  nChanged 37
		SP:Iteration 34Q (8500.520000 sec): 3 clusters
  Score: Raw -3675642.279914 + Penalty 4985.510920 = -3670656.768993
  nChanged 29
		SP:Iteration 35Q (8500.890000 sec): 3 clusters
  Score: Raw -3675648.261631 + Penalty 4985.510920 = -3670662.750710
  nChanged 24
		SP:Iteration 36Q (8501.230000 sec): 3 clusters
  Score: Raw -3675652.278690 + Penalty 4985.510920 = -3670666.767770
  nChanged 16
		SP:Iteration 37Q (8501.560000 sec): 3 clusters
  Score: Raw -3675654.678679 + Penalty 4985.510920 = -3670669.167759
  nChanged 12
		SP:Iteration 38Q (8501.970000 sec): 3 clusters
  Score: Raw -3675657.024500 + Penalty 4985.510920 = -3670671.513579
  nChanged 15
		SP:Iteration 39Q (8502.410000 sec): 3 clusters
  Score: Raw -3675659.594772 + Penalty 4985.510920 = -3670674.083852
  nChanged 8
		SP:Iteration 40F (8502.770000 sec): 3 clusters
  Score: Raw -3675660.591503 + Penalty 4985.510920 = -3670675.080582
  nChanged 6
		SP:Iteration 41Q (8503.170000 sec): 3 clusters
  Score: Raw -3675661.648362 + Penalty 4985.510920 = -3670676.137442
  nChanged 6
		SP:Iteration 42Q (8503.620000 sec): 3 clusters
  Score: Raw -3675662.675867 + Penalty 4985.510920 = -3670677.164946
  nChanged 6
		SP:Iteration 43Q (8504.040000 sec): 3 clusters
  Score: Raw -3675663.589282 + Penalty 4985.510920 = -3670678.078361
  nChanged 7
		SP:Iteration 44Q (8504.450000 sec): 3 clusters
  Score: Raw -3675664.706312 + Penalty 4985.510920 = -3670679.195392
  nChanged 7
		SP:Iteration 45Q (8504.710000 sec): 3 clusters
  Score: Raw -3675665.577399 + Penalty 4985.510920 = -3670680.066479
  nChanged 5
		SP:Iteration 46Q (8505.050000 sec): 3 clusters
  Score: Raw -3675666.356986 + Penalty 4985.510920 = -3670680.846066
  nChanged 6
		SP:Iteration 47Q (8505.450000 sec): 3 clusters
  Score: Raw -3675667.315576 + Penalty 4985.510920 = -3670681.804655
  nChanged 6
		SP:Iteration 48Q (8505.810000 sec): 3 clusters
  Score: Raw -3675668.988016 + Penalty 4985.510920 = -3670683.477096
  nChanged 9
		SP:Iteration 49Q (8506.160000 sec): 3 clusters
  Score: Raw -3675670.626853 + Penalty 4985.510920 = -3670685.115933
  nChanged 7
		SP:Iteration 50Q (8506.520000 sec): 3 clusters
  Score: Raw -3675671.923778 + Penalty 4985.510920 = -3670686.412858
  nChanged 10
		SP:Iteration 51Q (8506.870000 sec): 3 clusters
  Score: Raw -3675673.273528 + Penalty 4985.510920 = -3670687.762608
  nChanged 7
		SP:Iteration 52Q (8507.250000 sec): 3 clusters
  Score: Raw -3675674.055471 + Penalty 4985.510920 = -3670688.544551
  nChanged 5
		SP:Iteration 53Q (8507.630000 sec): 3 clusters
  Score: Raw -3675674.788515 + Penalty 4985.510920 = -3670689.277594
  nChanged 5
		SP:Iteration 54Q (8507.970000 sec): 3 clusters
  Score: Raw -3675675.924416 + Penalty 4985.510920 = -3670690.413495
  nChanged 6
		SP:Iteration 55Q (8508.330000 sec): 3 clusters
  Score: Raw -3675676.709003 + Penalty 4985.510920 = -3670691.198082
  nChanged 4
		SP:Iteration 56Q (8508.640000 sec): 3 clusters
  Score: Raw -3675677.305710 + Penalty 4985.510920 = -3670691.794790
  nChanged 5
		SP:Iteration 57Q (8509.000000 sec): 3 clusters
  Score: Raw -3675678.122077 + Penalty 4985.510920 = -3670692.611156
  nChanged 6
		SP:Iteration 58Q (8509.340000 sec): 3 clusters
  Score: Raw -3675678.985373 + Penalty 4985.510920 = -3670693.474452
  nChanged 5
		SP:Iteration 59Q (8509.690000 sec): 3 clusters
  Score: Raw -3675680.009809 + Penalty 4985.510920 = -3670694.498889
  nChanged 5
		SP:Iteration 60F (8510.010000 sec): 3 clusters
  Score: Raw -3675680.824910 + Penalty 4985.510920 = -3670695.313990
  nChanged 1
		SP:Iteration 61Q (8510.380000 sec): 3 clusters
  Score: Raw -3675680.956054 + Penalty 4985.510920 = -3670695.445133
  nChanged 1
		SP:Iteration 62Q (8510.740000 sec): 3 clusters
  Score: Raw -3675681.055051 + Penalty 4985.510920 = -3670695.544130
  nChanged 1
		SP:Iteration 63Q (8511.050000 sec): 3 clusters
  Score: Raw -3675681.140498 + Penalty 4985.510920 = -3670695.629578
  nChanged 2
		SP:Iteration 64Q (8511.350000 sec): 3 clusters
  Score: Raw -3675681.353800 + Penalty 4985.510920 = -3670695.842880
  nChanged 4
		SP:Iteration 65Q (8511.680000 sec): 3 clusters
  Score: Raw -3675681.709433 + Penalty 4985.510920 = -3670696.198513
  nChanged 2
		SP:Iteration 66Q (8512.020000 sec): 3 clusters
  Score: Raw -3675681.904291 + Penalty 4985.510920 = -3670696.393371
  nChanged 2
		SP:Iteration 67Q (8512.390000 sec): 3 clusters
  Score: Raw -3675682.141795 + Penalty 4985.510920 = -3670696.630874
  nChanged 3
		SP:Iteration 68Q (8512.690000 sec): 3 clusters
  Score: Raw -3675682.745293 + Penalty 4985.510920 = -3670697.234372
  nChanged 5
		SP:Iteration 69Q (8513.070000 sec): 3 clusters
  Score: Raw -3675683.488644 + Penalty 4985.510920 = -3670697.977724
  nChanged 4
		SP:Iteration 70Q (8513.390000 sec): 3 clusters
  Score: Raw -3675684.235699 + Penalty 4985.510920 = -3670698.724778
  nChanged 6
		SP:Iteration 71Q (8513.670000 sec): 3 clusters
  Score: Raw -3675685.149228 + Penalty 4985.510920 = -3670699.638308
  nChanged 6
		SP:Iteration 72Q (8513.940000 sec): 3 clusters
  Score: Raw -3675686.241731 + Penalty 4985.510920 = -3670700.730810
  nChanged 6
		SP:Iteration 73Q (8514.310000 sec): 3 clusters
  Score: Raw -3675687.136810 + Penalty 4985.510920 = -3670701.625889
  nChanged 2
		SP:Iteration 74Q (8514.630000 sec): 3 clusters
  Score: Raw -3675687.357448 + Penalty 4985.510920 = -3670701.846528
  nChanged 1
		SP:Iteration 75Q (8514.910000 sec): 3 clusters
  Score: Raw -3675687.496216 + Penalty 4985.510920 = -3670701.985295
  nChanged 1
		SP:Iteration 76Q (8515.260000 sec): 3 clusters
  Score: Raw -3675687.564986 + Penalty 4985.510920 = -3670702.054065
  nChanged 0
		SP:Iteration 77F (8515.560000 sec): 3 clusters
  Score: Raw -3675687.564986 + Penalty 4985.510920 = -3670702.054065
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (30474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8515.850000 sec): 2 clusters
  Score: Raw -4808186.901095 + Penalty 2560.508027 = -4805626.393069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8516.290000 sec): 3 clusters
  Score: Raw -4789922.658785 + Penalty 5121.016053 = -4784801.642731
  nChanged 13788
		SP:Iteration 1F (8516.660000 sec): 3 clusters
  Score: Raw -4797772.313907 + Penalty 5121.016053 = -4792651.297853
  nChanged 1766
		SP:Iteration 2F (8517.050000 sec): 3 clusters
  Score: Raw -4798842.954172 + Penalty 5121.016053 = -4793721.938118
  nChanged 1970
		SP:Iteration 3F (8517.480000 sec): 3 clusters
  Score: Raw -4800447.045592 + Penalty 5121.016053 = -4795326.029539
  nChanged 2483
		SP:Iteration 4F (8517.910000 sec): 3 clusters
  Score: Raw -4803174.057540 + Penalty 5121.016053 = -4798053.041487
  nChanged 3194
		SP:Iteration 5F (8518.300000 sec): 3 clusters
  Score: Raw -4807913.259596 + Penalty 5121.016053 = -4802792.243543
  nChanged 3342
		SP:Iteration 6F (8518.770000 sec): 3 clusters
  Score: Raw -4813150.148827 + Penalty 5121.016053 = -4808029.132774
  nChanged 2297
		SP:Iteration 7F (8519.170000 sec): 3 clusters
  Score: Raw -4815563.438058 + Penalty 5121.016053 = -4810442.422004
  nChanged 1165
		SP:Iteration 8Q (8519.650000 sec): 3 clusters
  Score: Raw -4816439.222325 + Penalty 5121.016053 = -4811318.206272
  nChanged 611
		SP:Iteration 9Q (8520.090000 sec): 3 clusters
  Score: Raw -4816831.469179 + Penalty 5121.016053 = -4811710.453126
  nChanged 395
		SP:Iteration 10Q (8520.570000 sec): 3 clusters
  Score: Raw -4817052.386930 + Penalty 5121.016053 = -4811931.370876
  nChanged 250
		SP:Iteration 11Q (8520.990000 sec): 3 clusters
  Score: Raw -4817171.363606 + Penalty 5121.016053 = -4812050.347553
  nChanged 200
		SP:Iteration 12Q (8521.390000 sec): 3 clusters
  Score: Raw -4817258.304845 + Penalty 5121.016053 = -4812137.288792
  nChanged 175
		SP:Iteration 13Q (8521.830000 sec): 3 clusters
  Score: Raw -4817329.934390 + Penalty 5121.016053 = -4812208.918337
  nChanged 137
		SP:Iteration 14Q (8522.310000 sec): 3 clusters
  Score: Raw -4817383.832546 + Penalty 5121.016053 = -4812262.816492
  nChanged 116
		SP:Iteration 15Q (8522.710000 sec): 3 clusters
  Score: Raw -4817425.832147 + Penalty 5121.016053 = -4812304.816094
  nChanged 113
		SP:Iteration 16Q (8523.100000 sec): 3 clusters
  Score: Raw -4817472.516825 + Penalty 5121.016053 = -4812351.500771
  nChanged 104
		SP:Iteration 17Q (8523.500000 sec): 3 clusters
  Score: Raw -4817523.195524 + Penalty 5121.016053 = -4812402.179470
  nChanged 88
		SP:Iteration 18Q (8523.860000 sec): 3 clusters
  Score: Raw -4817578.625173 + Penalty 5121.016053 = -4812457.609119
  nChanged 111
		SP:Iteration 19Q (8524.250000 sec): 3 clusters
  Score: Raw -4817651.330082 + Penalty 5121.016053 = -4812530.314029
  nChanged 87
		SP:Iteration 20F (8524.700000 sec): 3 clusters
  Score: Raw -4817711.452947 + Penalty 5121.016053 = -4812590.436894
  nChanged 93
		SP:Iteration 21Q (8525.050000 sec): 3 clusters
  Score: Raw -4817772.289847 + Penalty 5121.016053 = -4812651.273793
  nChanged 77
		SP:Iteration 22Q (8525.410000 sec): 3 clusters
  Score: Raw -4817816.052414 + Penalty 5121.016053 = -4812695.036361
  nChanged 59
		SP:Iteration 23Q (8525.810000 sec): 3 clusters
  Score: Raw -4817837.781363 + Penalty 5121.016053 = -4812716.765309
  nChanged 39
		SP:Iteration 24Q (8526.210000 sec): 3 clusters
  Score: Raw -4817846.090075 + Penalty 5121.016053 = -4812725.074021
  nChanged 22
		SP:Iteration 25Q (8526.620000 sec): 3 clusters
  Score: Raw -4817848.926258 + Penalty 5121.016053 = -4812727.910205
  nChanged 12
		SP:Iteration 26Q (8526.970000 sec): 3 clusters
  Score: Raw -4817850.097459 + Penalty 5121.016053 = -4812729.081405
  nChanged 7
		SP:Iteration 27Q (8527.330000 sec): 3 clusters
  Score: Raw -4817850.965995 + Penalty 5121.016053 = -4812729.949942
  nChanged 5
		SP:Iteration 28Q (8527.680000 sec): 3 clusters
  Score: Raw -4817851.580814 + Penalty 5121.016053 = -4812730.564760
  nChanged 4
		SP:Iteration 29Q (8528.040000 sec): 3 clusters
  Score: Raw -4817852.218910 + Penalty 5121.016053 = -4812731.202857
  nChanged 8
		SP:Iteration 30Q (8528.440000 sec): 3 clusters
  Score: Raw -4817853.016142 + Penalty 5121.016053 = -4812732.000088
  nChanged 3
		SP:Iteration 31Q (8528.840000 sec): 3 clusters
  Score: Raw -4817853.262499 + Penalty 5121.016053 = -4812732.246446
  nChanged 2
		SP:Iteration 32Q (8529.240000 sec): 3 clusters
  Score: Raw -4817853.384091 + Penalty 5121.016053 = -4812732.368037
  nChanged 1
		SP:Iteration 33Q (8529.600000 sec): 3 clusters
  Score: Raw -4817853.402968 + Penalty 5121.016053 = -4812732.386915
  nChanged 0
		SP:Iteration 34F (8530.000000 sec): 3 clusters
  Score: Raw -4817853.402968 + Penalty 5121.016053 = -4812732.386915
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (52354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8530.380000 sec): 2 clusters
  Score: Raw -7955092.072641 + Penalty 2694.714338 = -7952397.358303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8531.040000 sec): 3 clusters
  Score: Raw -7922570.823071 + Penalty 5389.428677 = -7917181.394395
  nChanged 24370
		SP:Iteration 1F (8531.660000 sec): 3 clusters
  Score: Raw -7937236.699604 + Penalty 5389.428677 = -7931847.270928
  nChanged 3829
		SP:Iteration 2F (8532.300000 sec): 3 clusters
  Score: Raw -7940455.930198 + Penalty 5389.428677 = -7935066.501521
  nChanged 4492
		SP:Iteration 3F (8532.830000 sec): 3 clusters
  Score: Raw -7944411.256313 + Penalty 5389.428677 = -7939021.827636
  nChanged 4457
		SP:Iteration 4F (8533.340000 sec): 3 clusters
  Score: Raw -7947916.784536 + Penalty 5389.428677 = -7942527.355859
  nChanged 3746
		SP:Iteration 5F (8533.840000 sec): 3 clusters
  Score: Raw -7950228.766682 + Penalty 5389.428677 = -7944839.338005
  nChanged 2829
		SP:Iteration 6F (8534.450000 sec): 3 clusters
  Score: Raw -7951682.871424 + Penalty 5389.428677 = -7946293.442747
  nChanged 2150
		SP:Iteration 7Q (8535.030000 sec): 3 clusters
  Score: Raw -7952651.990780 + Penalty 5389.428677 = -7947262.562103
  nChanged 1693
		SP:Iteration 8Q (8535.580000 sec): 3 clusters
  Score: Raw -7953332.287900 + Penalty 5389.428677 = -7947942.859224
  nChanged 1403
		SP:Iteration 9Q (8536.160000 sec): 3 clusters
  Score: Raw -7953862.584805 + Penalty 5389.428677 = -7948473.156129
  nChanged 1188
		SP:Iteration 10Q (8536.700000 sec): 3 clusters
  Score: Raw -7954312.454542 + Penalty 5389.428677 = -7948923.025866
  nChanged 1062
		SP:Iteration 11Q (8537.220000 sec): 3 clusters
  Score: Raw -7954713.374174 + Penalty 5389.428677 = -7949323.945497
  nChanged 950
		SP:Iteration 12Q (8537.840000 sec): 3 clusters
  Score: Raw -7955063.113268 + Penalty 5389.428677 = -7949673.684592
  nChanged 860
		SP:Iteration 13Q (8538.410000 sec): 3 clusters
  Score: Raw -7955346.482284 + Penalty 5389.428677 = -7949957.053607
  nChanged 721
		SP:Iteration 14Q (8538.970000 sec): 3 clusters
  Score: Raw -7955595.491759 + Penalty 5389.428677 = -7950206.063082
  nChanged 664
		SP:Iteration 15Q (8539.550000 sec): 3 clusters
  Score: Raw -7955811.867271 + Penalty 5389.428677 = -7950422.438595
  nChanged 671
		SP:Iteration 16Q (8540.090000 sec): 3 clusters
  Score: Raw -7956072.088904 + Penalty 5389.428677 = -7950682.660228
  nChanged 685
		SP:Iteration 17Q (8540.640000 sec): 3 clusters
  Score: Raw -7956370.850330 + Penalty 5389.428677 = -7950981.421653
  nChanged 705
		SP:Iteration 18Q (8541.170000 sec): 3 clusters
  Score: Raw -7956641.322122 + Penalty 5389.428677 = -7951251.893445
  nChanged 659
		SP:Iteration 19Q (8541.730000 sec): 3 clusters
  Score: Raw -7956863.750119 + Penalty 5389.428677 = -7951474.321442
  nChanged 641
		SP:Iteration 20F (8542.300000 sec): 3 clusters
  Score: Raw -7957093.399792 + Penalty 5389.428677 = -7951703.971115
  nChanged 629
		SP:Iteration 21Q (8542.880000 sec): 3 clusters
  Score: Raw -7957359.202898 + Penalty 5389.428677 = -7951969.774221
  nChanged 635
		SP:Iteration 22Q (8543.440000 sec): 3 clusters
  Score: Raw -7957703.303771 + Penalty 5389.428677 = -7952313.875095
  nChanged 587
		SP:Iteration 23Q (8543.940000 sec): 3 clusters
  Score: Raw -7957957.991867 + Penalty 5389.428677 = -7952568.563191
  nChanged 564
		SP:Iteration 24Q (8544.500000 sec): 3 clusters
  Score: Raw -7958140.652187 + Penalty 5389.428677 = -7952751.223511
  nChanged 508
		SP:Iteration 25Q (8545.080000 sec): 3 clusters
  Score: Raw -7958290.809394 + Penalty 5389.428677 = -7952901.380718
  nChanged 501
		SP:Iteration 26Q (8545.620000 sec): 3 clusters
  Score: Raw -7958437.925977 + Penalty 5389.428677 = -7953048.497301
  nChanged 486
		SP:Iteration 27Q (8546.180000 sec): 3 clusters
  Score: Raw -7958583.609319 + Penalty 5389.428677 = -7953194.180643
  nChanged 476
		SP:Iteration 28Q (8546.800000 sec): 3 clusters
  Score: Raw -7958707.689049 + Penalty 5389.428677 = -7953318.260372
  nChanged 441
		SP:Iteration 29Q (8547.320000 sec): 3 clusters
  Score: Raw -7958834.279100 + Penalty 5389.428677 = -7953444.850423
  nChanged 452
		SP:Iteration 30Q (8547.880000 sec): 3 clusters
  Score: Raw -7958954.884329 + Penalty 5389.428677 = -7953565.455652
  nChanged 405
		SP:Iteration 31Q (8548.390000 sec): 3 clusters
  Score: Raw -7959056.406744 + Penalty 5389.428677 = -7953666.978068
  nChanged 392
		SP:Iteration 32Q (8548.900000 sec): 3 clusters
  Score: Raw -7959154.678101 + Penalty 5389.428677 = -7953765.249425
  nChanged 352
		SP:Iteration 33Q (8549.440000 sec): 3 clusters
  Score: Raw -7959240.508830 + Penalty 5389.428677 = -7953851.080153
  nChanged 308
		SP:Iteration 34Q (8549.940000 sec): 3 clusters
  Score: Raw -7959320.775393 + Penalty 5389.428677 = -7953931.346716
  nChanged 277
		SP:Iteration 35Q (8550.400000 sec): 3 clusters
  Score: Raw -7959396.554295 + Penalty 5389.428677 = -7954007.125618
  nChanged 273
		SP:Iteration 36Q (8550.880000 sec): 3 clusters
  Score: Raw -7959477.052352 + Penalty 5389.428677 = -7954087.623676
  nChanged 252
		SP:Iteration 37Q (8551.400000 sec): 3 clusters
  Score: Raw -7959554.085493 + Penalty 5389.428677 = -7954164.656816
  nChanged 244
		SP:Iteration 38Q (8551.940000 sec): 3 clusters
  Score: Raw -7959645.945399 + Penalty 5389.428677 = -7954256.516723
  nChanged 262
		SP:Iteration 39Q (8552.440000 sec): 3 clusters
  Score: Raw -7959755.820012 + Penalty 5389.428677 = -7954366.391336
  nChanged 261
		SP:Iteration 40F (8553.000000 sec): 3 clusters
  Score: Raw -7959878.759579 + Penalty 5389.428677 = -7954489.330903
  nChanged 243
		SP:Iteration 41Q (8553.560000 sec): 3 clusters
  Score: Raw -7959968.928303 + Penalty 5389.428677 = -7954579.499626
  nChanged 205
		SP:Iteration 42Q (8554.140000 sec): 3 clusters
  Score: Raw -7960036.822720 + Penalty 5389.428677 = -7954647.394044
  nChanged 169
		SP:Iteration 43Q (8554.750000 sec): 3 clusters
  Score: Raw -7960081.817709 + Penalty 5389.428677 = -7954692.389033
  nChanged 128
		SP:Iteration 44Q (8555.310000 sec): 3 clusters
  Score: Raw -7960108.190456 + Penalty 5389.428677 = -7954718.761779
  nChanged 102
		SP:Iteration 45Q (8555.850000 sec): 3 clusters
  Score: Raw -7960124.750796 + Penalty 5389.428677 = -7954735.322120
  nChanged 74
		SP:Iteration 46Q (8556.380000 sec): 3 clusters
  Score: Raw -7960136.621704 + Penalty 5389.428677 = -7954747.193027
  nChanged 67
		SP:Iteration 47Q (8556.920000 sec): 3 clusters
  Score: Raw -7960145.903401 + Penalty 5389.428677 = -7954756.474724
  nChanged 55
		SP:Iteration 48Q (8557.400000 sec): 3 clusters
  Score: Raw -7960153.564367 + Penalty 5389.428677 = -7954764.135690
  nChanged 48
		SP:Iteration 49Q (8557.810000 sec): 3 clusters
  Score: Raw -7960159.610529 + Penalty 5389.428677 = -7954770.181853
  nChanged 30
		SP:Iteration 50Q (8558.340000 sec): 3 clusters
  Score: Raw -7960162.506946 + Penalty 5389.428677 = -7954773.078270
  nChanged 21
		SP:Iteration 51Q (8558.950000 sec): 3 clusters
  Score: Raw -7960164.548611 + Penalty 5389.428677 = -7954775.119934
  nChanged 21
		SP:Iteration 52Q (8559.440000 sec): 3 clusters
  Score: Raw -7960166.513899 + Penalty 5389.428677 = -7954777.085222
  nChanged 20
		SP:Iteration 53Q (8560.020000 sec): 3 clusters
  Score: Raw -7960168.114536 + Penalty 5389.428677 = -7954778.685859
  nChanged 9
		SP:Iteration 54Q (8560.570000 sec): 3 clusters
  Score: Raw -7960168.987383 + Penalty 5389.428677 = -7954779.558706
  nChanged 16
		SP:Iteration 55Q (8561.110000 sec): 3 clusters
  Score: Raw -7960170.283154 + Penalty 5389.428677 = -7954780.854478
  nChanged 17
		SP:Iteration 56Q (8561.710000 sec): 3 clusters
  Score: Raw -7960171.780343 + Penalty 5389.428677 = -7954782.351666
  nChanged 14
		SP:Iteration 57Q (8562.280000 sec): 3 clusters
  Score: Raw -7960172.677708 + Penalty 5389.428677 = -7954783.249031
  nChanged 12
		SP:Iteration 58Q (8562.860000 sec): 3 clusters
  Score: Raw -7960173.655064 + Penalty 5389.428677 = -7954784.226387
  nChanged 5
		SP:Iteration 59Q (8563.370000 sec): 3 clusters
  Score: Raw -7960174.021406 + Penalty 5389.428677 = -7954784.592729
  nChanged 4
		SP:Iteration 60F (8563.910000 sec): 3 clusters
  Score: Raw -7960174.214206 + Penalty 5389.428677 = -7954784.785529
  nChanged 4
		SP:Iteration 61Q (8564.470000 sec): 3 clusters
  Score: Raw -7960174.539292 + Penalty 5389.428677 = -7954785.110616
  nChanged 4
		SP:Iteration 62Q (8565.020000 sec): 3 clusters
  Score: Raw -7960174.809034 + Penalty 5389.428677 = -7954785.380357
  nChanged 5
		SP:Iteration 63Q (8565.580000 sec): 3 clusters
  Score: Raw -7960175.092057 + Penalty 5389.428677 = -7954785.663381
  nChanged 3
		SP:Iteration 64Q (8566.090000 sec): 3 clusters
  Score: Raw -7960175.389576 + Penalty 5389.428677 = -7954785.960899
  nChanged 2
		SP:Iteration 65Q (8566.600000 sec): 3 clusters
  Score: Raw -7960175.496896 + Penalty 5389.428677 = -7954786.068220
  nChanged 3
		SP:Iteration 66Q (8567.140000 sec): 3 clusters
  Score: Raw -7960175.643074 + Penalty 5389.428677 = -7954786.214397
  nChanged 4
		SP:Iteration 67Q (8567.640000 sec): 3 clusters
  Score: Raw -7960175.846173 + Penalty 5389.428677 = -7954786.417497
  nChanged 5
		SP:Iteration 68Q (8568.170000 sec): 3 clusters
  Score: Raw -7960176.144742 + Penalty 5389.428677 = -7954786.716065
  nChanged 1
		SP:Iteration 69Q (8568.730000 sec): 3 clusters
  Score: Raw -7960176.185393 + Penalty 5389.428677 = -7954786.756717
  nChanged 1
		SP:Iteration 70Q (8569.220000 sec): 3 clusters
  Score: Raw -7960176.237605 + Penalty 5389.428677 = -7954786.808928
  nChanged 2
		SP:Iteration 71Q (8569.700000 sec): 3 clusters
  Score: Raw -7960176.356503 + Penalty 5389.428677 = -7954786.927827
  nChanged 2
		SP:Iteration 72Q (8570.120000 sec): 3 clusters
  Score: Raw -7960176.416776 + Penalty 5389.428677 = -7954786.988100
  nChanged 0
		SP:Iteration 73F (8570.680000 sec): 3 clusters
  Score: Raw -7960176.416776 + Penalty 5389.428677 = -7954786.988100
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (13193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8570.840000 sec): 2 clusters
  Score: Raw -1883480.083667 + Penalty 2352.885533 = -1881127.198134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8571.160000 sec): 3 clusters
  Score: Raw -1876325.020146 + Penalty 4705.771066 = -1871619.249080
  nChanged 5705
		SP:Iteration 1F (8571.440000 sec): 3 clusters
  Score: Raw -1881370.588330 + Penalty 4705.771066 = -1876664.817264
  nChanged 1667
		SP:Iteration 2F (8571.780000 sec): 3 clusters
  Score: Raw -1883984.409549 + Penalty 4705.771066 = -1879278.638483
  nChanged 1497
		SP:Iteration 3F (8572.080000 sec): 3 clusters
  Score: Raw -1885920.101077 + Penalty 4705.771066 = -1881214.330011
  nChanged 1070
		SP:Iteration 4F (8572.350000 sec): 3 clusters
  Score: Raw -1886903.242412 + Penalty 4705.771066 = -1882197.471346
  nChanged 639
		SP:Iteration 5Q (8572.720000 sec): 3 clusters
  Score: Raw -1887366.680538 + Penalty 4705.771066 = -1882660.909472
  nChanged 433
		SP:Iteration 6Q (8572.990000 sec): 3 clusters
  Score: Raw -1887635.000423 + Penalty 4705.771066 = -1882929.229357
  nChanged 267
		SP:Iteration 7Q (8573.300000 sec): 3 clusters
  Score: Raw -1887751.063233 + Penalty 4705.771066 = -1883045.292167
  nChanged 172
		SP:Iteration 8Q (8573.580000 sec): 3 clusters
  Score: Raw -1887841.909970 + Penalty 4705.771066 = -1883136.138904
  nChanged 135
		SP:Iteration 9Q (8573.920000 sec): 3 clusters
  Score: Raw -1887903.378052 + Penalty 4705.771066 = -1883197.606986
  nChanged 114
		SP:Iteration 10Q (8574.250000 sec): 3 clusters
  Score: Raw -1887948.150804 + Penalty 4705.771066 = -1883242.379739
  nChanged 71
		SP:Iteration 11Q (8574.470000 sec): 3 clusters
  Score: Raw -1887965.367375 + Penalty 4705.771066 = -1883259.596309
  nChanged 48
		SP:Iteration 12Q (8574.810000 sec): 3 clusters
  Score: Raw -1887975.132998 + Penalty 4705.771066 = -1883269.361932
  nChanged 37
		SP:Iteration 13Q (8575.100000 sec): 3 clusters
  Score: Raw -1887982.161980 + Penalty 4705.771066 = -1883276.390915
  nChanged 31
		SP:Iteration 14Q (8575.370000 sec): 3 clusters
  Score: Raw -1887988.132160 + Penalty 4705.771066 = -1883282.361095
  nChanged 17
		SP:Iteration 15Q (8575.620000 sec): 3 clusters
  Score: Raw -1887990.622895 + Penalty 4705.771066 = -1883284.851829
  nChanged 19
		SP:Iteration 16Q (8575.940000 sec): 3 clusters
  Score: Raw -1887993.526160 + Penalty 4705.771066 = -1883287.755094
  nChanged 13
		SP:Iteration 17Q (8576.250000 sec): 3 clusters
  Score: Raw -1887994.842471 + Penalty 4705.771066 = -1883289.071405
  nChanged 9
		SP:Iteration 18Q (8576.610000 sec): 3 clusters
  Score: Raw -1887995.948642 + Penalty 4705.771066 = -1883290.177576
  nChanged 5
		SP:Iteration 19Q (8576.840000 sec): 3 clusters
  Score: Raw -1887996.317324 + Penalty 4705.771066 = -1883290.546259
  nChanged 6
		SP:Iteration 20F (8577.090000 sec): 3 clusters
  Score: Raw -1887996.909433 + Penalty 4705.771066 = -1883291.138367
  nChanged 3
		SP:Iteration 21Q (8577.380000 sec): 3 clusters
  Score: Raw -1887997.184445 + Penalty 4705.771066 = -1883291.413379
  nChanged 2
		SP:Iteration 22Q (8577.620000 sec): 3 clusters
  Score: Raw -1887997.377937 + Penalty 4705.771066 = -1883291.606871
  nChanged 1
		SP:Iteration 23Q (8577.900000 sec): 3 clusters
  Score: Raw -1887997.837732 + Penalty 4705.771066 = -1883292.066666
  nChanged 4
		SP:Iteration 24Q (8578.190000 sec): 3 clusters
  Score: Raw -1887998.318051 + Penalty 4705.771066 = -1883292.546985
  nChanged 3
		SP:Iteration 25Q (8578.440000 sec): 3 clusters
  Score: Raw -1887998.572152 + Penalty 4705.771066 = -1883292.801086
  nChanged 1
		SP:Iteration 26Q (8578.800000 sec): 3 clusters
  Score: Raw -1887998.692747 + Penalty 4705.771066 = -1883292.921682
  nChanged 0
		SP:Iteration 27F (8579.010000 sec): 3 clusters
  Score: Raw -1887998.692747 + Penalty 4705.771066 = -1883292.921682
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (30117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8579.330000 sec): 2 clusters
  Score: Raw -4765268.952245 + Penalty 2557.585579 = -4762711.366666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8579.730000 sec): 3 clusters
  Score: Raw -4747307.302179 + Penalty 5115.171157 = -4742192.131022
  nChanged 13501
		SP:Iteration 1F (8580.080000 sec): 3 clusters
  Score: Raw -4754969.126652 + Penalty 5115.171157 = -4749853.955495
  nChanged 1843
		SP:Iteration 2F (8580.520000 sec): 3 clusters
  Score: Raw -4756008.386470 + Penalty 5115.171157 = -4750893.215313
  nChanged 1930
		SP:Iteration 3F (8580.960000 sec): 3 clusters
  Score: Raw -4757241.118060 + Penalty 5115.171157 = -4752125.946902
  nChanged 2060
		SP:Iteration 4F (8581.420000 sec): 3 clusters
  Score: Raw -4758517.619442 + Penalty 5115.171157 = -4753402.448284
  nChanged 2094
		SP:Iteration 5F (8581.770000 sec): 3 clusters
  Score: Raw -4759769.625042 + Penalty 5115.171157 = -4754654.453885
  nChanged 1935
		SP:Iteration 6F (8582.150000 sec): 3 clusters
  Score: Raw -4760841.285691 + Penalty 5115.171157 = -4755726.114534
  nChanged 1626
		SP:Iteration 7F (8582.500000 sec): 3 clusters
  Score: Raw -4761637.162603 + Penalty 5115.171157 = -4756521.991446
  nChanged 1187
		SP:Iteration 8Q (8582.900000 sec): 3 clusters
  Score: Raw -4762189.418921 + Penalty 5115.171157 = -4757074.247764
  nChanged 923
		SP:Iteration 9Q (8583.270000 sec): 3 clusters
  Score: Raw -4762616.654238 + Penalty 5115.171157 = -4757501.483081
  nChanged 777
		SP:Iteration 10Q (8583.720000 sec): 3 clusters
  Score: Raw -4763028.575062 + Penalty 5115.171157 = -4757913.403905
  nChanged 710
		SP:Iteration 11Q (8584.090000 sec): 3 clusters
  Score: Raw -4763502.194655 + Penalty 5115.171157 = -4758387.023497
  nChanged 725
		SP:Iteration 12Q (8584.500000 sec): 3 clusters
  Score: Raw -4764200.251583 + Penalty 5115.171157 = -4759085.080425
  nChanged 676
		SP:Iteration 13Q (8584.910000 sec): 3 clusters
  Score: Raw -4765231.739723 + Penalty 5115.171157 = -4760116.568566
  nChanged 487
		SP:Iteration 14Q (8585.270000 sec): 3 clusters
  Score: Raw -4765741.254804 + Penalty 5115.171157 = -4760626.083647
  nChanged 397
		SP:Iteration 15Q (8585.630000 sec): 3 clusters
  Score: Raw -4765922.481014 + Penalty 5115.171157 = -4760807.309857
  nChanged 294
		SP:Iteration 16Q (8586.060000 sec): 3 clusters
  Score: Raw -4766031.885370 + Penalty 5115.171157 = -4760916.714213
  nChanged 266
		SP:Iteration 17Q (8586.480000 sec): 3 clusters
  Score: Raw -4766132.940885 + Penalty 5115.171157 = -4761017.769727
  nChanged 268
		SP:Iteration 18Q (8586.880000 sec): 3 clusters
  Score: Raw -4766226.656879 + Penalty 5115.171157 = -4761111.485721
  nChanged 205
		SP:Iteration 19Q (8587.280000 sec): 3 clusters
  Score: Raw -4766296.811146 + Penalty 5115.171157 = -4761181.639989
  nChanged 174
		SP:Iteration 20F (8587.670000 sec): 3 clusters
  Score: Raw -4766351.787247 + Penalty 5115.171157 = -4761236.616090
  nChanged 133
		SP:Iteration 21Q (8588.020000 sec): 3 clusters
  Score: Raw -4766391.877518 + Penalty 5115.171157 = -4761276.706361
  nChanged 127
		SP:Iteration 22Q (8588.380000 sec): 3 clusters
  Score: Raw -4766426.973863 + Penalty 5115.171157 = -4761311.802706
  nChanged 99
		SP:Iteration 23Q (8588.740000 sec): 3 clusters
  Score: Raw -4766449.546714 + Penalty 5115.171157 = -4761334.375556
  nChanged 81
		SP:Iteration 24Q (8589.120000 sec): 3 clusters
  Score: Raw -4766468.649489 + Penalty 5115.171157 = -4761353.478331
  nChanged 80
		SP:Iteration 25Q (8589.490000 sec): 3 clusters
  Score: Raw -4766488.450987 + Penalty 5115.171157 = -4761373.279830
  nChanged 72
		SP:Iteration 26Q (8589.820000 sec): 3 clusters
  Score: Raw -4766504.104932 + Penalty 5115.171157 = -4761388.933774
  nChanged 53
		SP:Iteration 27Q (8590.180000 sec): 3 clusters
  Score: Raw -4766513.455816 + Penalty 5115.171157 = -4761398.284659
  nChanged 42
		SP:Iteration 28Q (8590.540000 sec): 3 clusters
  Score: Raw -4766521.418463 + Penalty 5115.171157 = -4761406.247306
  nChanged 37
		SP:Iteration 29Q (8590.850000 sec): 3 clusters
  Score: Raw -4766528.186029 + Penalty 5115.171157 = -4761413.014872
  nChanged 30
		SP:Iteration 30Q (8591.230000 sec): 3 clusters
  Score: Raw -4766534.361468 + Penalty 5115.171157 = -4761419.190311
  nChanged 23
		SP:Iteration 31Q (8591.640000 sec): 3 clusters
  Score: Raw -4766538.069952 + Penalty 5115.171157 = -4761422.898795
  nChanged 15
		SP:Iteration 32Q (8592.060000 sec): 3 clusters
  Score: Raw -4766540.159293 + Penalty 5115.171157 = -4761424.988135
  nChanged 11
		SP:Iteration 33Q (8592.490000 sec): 3 clusters
  Score: Raw -4766541.310282 + Penalty 5115.171157 = -4761426.139125
  nChanged 10
		SP:Iteration 34Q (8592.930000 sec): 3 clusters
  Score: Raw -4766542.289446 + Penalty 5115.171157 = -4761427.118289
  nChanged 10
		SP:Iteration 35Q (8593.240000 sec): 3 clusters
  Score: Raw -4766543.555591 + Penalty 5115.171157 = -4761428.384434
  nChanged 8
		SP:Iteration 36Q (8593.630000 sec): 3 clusters
  Score: Raw -4766544.621358 + Penalty 5115.171157 = -4761429.450200
  nChanged 7
		SP:Iteration 37Q (8593.990000 sec): 3 clusters
  Score: Raw -4766545.853869 + Penalty 5115.171157 = -4761430.682712
  nChanged 14
		SP:Iteration 38Q (8594.420000 sec): 3 clusters
  Score: Raw -4766547.900521 + Penalty 5115.171157 = -4761432.729364
  nChanged 8
		SP:Iteration 39Q (8594.820000 sec): 3 clusters
  Score: Raw -4766549.106832 + Penalty 5115.171157 = -4761433.935675
  nChanged 7
		SP:Iteration 40F (8595.230000 sec): 3 clusters
  Score: Raw -4766550.034968 + Penalty 5115.171157 = -4761434.863810
  nChanged 3
		SP:Iteration 41Q (8595.660000 sec): 3 clusters
  Score: Raw -4766550.259490 + Penalty 5115.171157 = -4761435.088332
  nChanged 2
		SP:Iteration 42Q (8596.020000 sec): 3 clusters
  Score: Raw -4766550.555761 + Penalty 5115.171157 = -4761435.384604
  nChanged 3
		SP:Iteration 43Q (8596.390000 sec): 3 clusters
  Score: Raw -4766550.944017 + Penalty 5115.171157 = -4761435.772859
  nChanged 2
		SP:Iteration 44Q (8596.750000 sec): 3 clusters
  Score: Raw -4766551.123043 + Penalty 5115.171157 = -4761435.951886
  nChanged 1
		SP:Iteration 45Q (8597.120000 sec): 3 clusters
  Score: Raw -4766551.234167 + Penalty 5115.171157 = -4761436.063010
  nChanged 2
		SP:Iteration 46Q (8597.490000 sec): 3 clusters
  Score: Raw -4766551.451306 + Penalty 5115.171157 = -4761436.280148
  nChanged 2
		SP:Iteration 47Q (8597.850000 sec): 3 clusters
  Score: Raw -4766551.720073 + Penalty 5115.171157 = -4761436.548915
  nChanged 3
		SP:Iteration 48Q (8598.220000 sec): 3 clusters
  Score: Raw -4766552.003663 + Penalty 5115.171157 = -4761436.832506
  nChanged 1
		SP:Iteration 49Q (8598.580000 sec): 3 clusters
  Score: Raw -4766552.299596 + Penalty 5115.171157 = -4761437.128439
  nChanged 2
		SP:Iteration 50Q (8598.990000 sec): 3 clusters
  Score: Raw -4766552.411558 + Penalty 5115.171157 = -4761437.240400
  nChanged 1
		SP:Iteration 51Q (8599.400000 sec): 3 clusters
  Score: Raw -4766552.678911 + Penalty 5115.171157 = -4761437.507754
  nChanged 2
		SP:Iteration 52Q (8599.810000 sec): 3 clusters
  Score: Raw -4766553.040477 + Penalty 5115.171157 = -4761437.869320
  nChanged 4
		SP:Iteration 53Q (8600.180000 sec): 3 clusters
  Score: Raw -4766553.451962 + Penalty 5115.171157 = -4761438.280805
  nChanged 5
		SP:Iteration 54Q (8600.540000 sec): 3 clusters
  Score: Raw -4766554.087784 + Penalty 5115.171157 = -4761438.916626
  nChanged 7
		SP:Iteration 55Q (8600.900000 sec): 3 clusters
  Score: Raw -4766555.005740 + Penalty 5115.171157 = -4761439.834582
  nChanged 8
		SP:Iteration 56Q (8601.270000 sec): 3 clusters
  Score: Raw -4766555.710482 + Penalty 5115.171157 = -4761440.539324
  nChanged 4
		SP:Iteration 57Q (8601.640000 sec): 3 clusters
  Score: Raw -4766556.117382 + Penalty 5115.171157 = -4761440.946224
  nChanged 3
		SP:Iteration 58Q (8602.000000 sec): 3 clusters
  Score: Raw -4766556.428981 + Penalty 5115.171157 = -4761441.257824
  nChanged 7
		SP:Iteration 59Q (8602.370000 sec): 3 clusters
  Score: Raw -4766557.454907 + Penalty 5115.171157 = -4761442.283750
  nChanged 6
		SP:Iteration 60F (8602.780000 sec): 3 clusters
  Score: Raw -4766558.252868 + Penalty 5115.171157 = -4761443.081711
  nChanged 7
		SP:Iteration 61Q (8603.190000 sec): 3 clusters
  Score: Raw -4766559.236436 + Penalty 5115.171157 = -4761444.065279
  nChanged 6
		SP:Iteration 62Q (8603.600000 sec): 3 clusters
  Score: Raw -4766560.775920 + Penalty 5115.171157 = -4761445.604763
  nChanged 14
		SP:Iteration 63Q (8603.970000 sec): 3 clusters
  Score: Raw -4766563.110502 + Penalty 5115.171157 = -4761447.939345
  nChanged 15
		SP:Iteration 64Q (8604.340000 sec): 3 clusters
  Score: Raw -4766566.415358 + Penalty 5115.171157 = -4761451.244200
  nChanged 18
		SP:Iteration 65Q (8604.700000 sec): 3 clusters
  Score: Raw -4766569.444293 + Penalty 5115.171157 = -4761454.273135
  nChanged 12
		SP:Iteration 66Q (8605.080000 sec): 3 clusters
  Score: Raw -4766571.027633 + Penalty 5115.171157 = -4761455.856476
  nChanged 5
		SP:Iteration 67Q (8605.440000 sec): 3 clusters
  Score: Raw -4766571.538446 + Penalty 5115.171157 = -4761456.367288
  nChanged 6
		SP:Iteration 68Q (8605.810000 sec): 3 clusters
  Score: Raw -4766572.414547 + Penalty 5115.171157 = -4761457.243389
  nChanged 4
		SP:Iteration 69Q (8606.180000 sec): 3 clusters
  Score: Raw -4766572.858452 + Penalty 5115.171157 = -4761457.687294
  nChanged 3
		SP:Iteration 70Q (8606.550000 sec): 3 clusters
  Score: Raw -4766573.249585 + Penalty 5115.171157 = -4761458.078428
  nChanged 2
		SP:Iteration 71Q (8606.920000 sec): 3 clusters
  Score: Raw -4766573.646598 + Penalty 5115.171157 = -4761458.475440
  nChanged 3
		SP:Iteration 72Q (8607.280000 sec): 3 clusters
  Score: Raw -4766574.091141 + Penalty 5115.171157 = -4761458.919984
  nChanged 1
		SP:Iteration 73Q (8607.640000 sec): 3 clusters
  Score: Raw -4766574.131531 + Penalty 5115.171157 = -4761458.960374
  nChanged 1
		SP:Iteration 74Q (8608.010000 sec): 3 clusters
  Score: Raw -4766574.288199 + Penalty 5115.171157 = -4761459.117042
  nChanged 1
		SP:Iteration 75Q (8608.380000 sec): 3 clusters
  Score: Raw -4766574.361552 + Penalty 5115.171157 = -4761459.190395
  nChanged 0
		SP:Iteration 76F (8608.790000 sec): 3 clusters
  Score: Raw -4766574.361552 + Penalty 5115.171157 = -4761459.190395
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (52687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8609.230000 sec): 2 clusters
  Score: Raw -8293861.426479 + Penalty 2696.286758 = -8291165.139721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8609.860000 sec): 3 clusters
  Score: Raw -8261179.909915 + Penalty 5392.573516 = -8255787.336399
  nChanged 24363
		SP:Iteration 1F (8610.400000 sec): 3 clusters
  Score: Raw -8276114.999064 + Penalty 5392.573516 = -8270722.425548
  nChanged 3428
		SP:Iteration 2F (8610.900000 sec): 3 clusters
  Score: Raw -8278419.854892 + Penalty 5392.573516 = -8273027.281376
  nChanged 3956
		SP:Iteration 3F (8611.470000 sec): 3 clusters
  Score: Raw -8281732.747581 + Penalty 5392.573516 = -8276340.174065
  nChanged 4439
		SP:Iteration 4F (8612.000000 sec): 3 clusters
  Score: Raw -8285698.076021 + Penalty 5392.573516 = -8280305.502505
  nChanged 4378
		SP:Iteration 5F (8612.560000 sec): 3 clusters
  Score: Raw -8289624.226957 + Penalty 5392.573516 = -8284231.653440
  nChanged 3887
		SP:Iteration 6F (8613.110000 sec): 3 clusters
  Score: Raw -8293362.417250 + Penalty 5392.573516 = -8287969.843734
  nChanged 3540
		SP:Iteration 7F (8613.750000 sec): 3 clusters
  Score: Raw -8298080.839124 + Penalty 5392.573516 = -8292688.265608
  nChanged 3564
		SP:Iteration 8F (8614.340000 sec): 3 clusters
  Score: Raw -8303982.785512 + Penalty 5392.573516 = -8298590.211995
  nChanged 3222
		SP:Iteration 9F (8614.830000 sec): 3 clusters
  Score: Raw -8308637.995762 + Penalty 5392.573516 = -8303245.422245
  nChanged 2323
		SP:Iteration 10Q (8615.350000 sec): 3 clusters
  Score: Raw -8311146.693091 + Penalty 5392.573516 = -8305754.119574
  nChanged 1338
		SP:Iteration 11Q (8616.000000 sec): 3 clusters
  Score: Raw -8312328.798710 + Penalty 5392.573516 = -8306936.225194
  nChanged 765
		SP:Iteration 12Q (8616.540000 sec): 3 clusters
  Score: Raw -8312786.684822 + Penalty 5392.573516 = -8307394.111306
  nChanged 488
		SP:Iteration 13Q (8617.120000 sec): 3 clusters
  Score: Raw -8312963.087575 + Penalty 5392.573516 = -8307570.514059
  nChanged 300
		SP:Iteration 14Q (8617.630000 sec): 3 clusters
  Score: Raw -8313028.324877 + Penalty 5392.573516 = -8307635.751360
  nChanged 203
		SP:Iteration 15Q (8618.140000 sec): 3 clusters
  Score: Raw -8313060.505617 + Penalty 5392.573516 = -8307667.932100
  nChanged 138
		SP:Iteration 16Q (8618.670000 sec): 3 clusters
  Score: Raw -8313077.578551 + Penalty 5392.573516 = -8307685.005035
  nChanged 95
		SP:Iteration 17Q (8619.160000 sec): 3 clusters
  Score: Raw -8313086.201710 + Penalty 5392.573516 = -8307693.628194
  nChanged 67
		SP:Iteration 18Q (8619.760000 sec): 3 clusters
  Score: Raw -8313090.684722 + Penalty 5392.573516 = -8307698.111205
  nChanged 36
		SP:Iteration 19Q (8620.250000 sec): 3 clusters
  Score: Raw -8313092.567091 + Penalty 5392.573516 = -8307699.993575
  nChanged 30
		SP:Iteration 20F (8620.770000 sec): 3 clusters
  Score: Raw -8313094.161055 + Penalty 5392.573516 = -8307701.587539
  nChanged 23
		SP:Iteration 21Q (8621.260000 sec): 3 clusters
  Score: Raw -8313095.216829 + Penalty 5392.573516 = -8307702.643313
  nChanged 17
		SP:Iteration 22Q (8621.780000 sec): 3 clusters
  Score: Raw -8313095.950727 + Penalty 5392.573516 = -8307703.377211
  nChanged 11
		SP:Iteration 23Q (8622.340000 sec): 3 clusters
  Score: Raw -8313096.406205 + Penalty 5392.573516 = -8307703.832689
  nChanged 8
		SP:Iteration 24Q (8622.900000 sec): 3 clusters
  Score: Raw -8313096.696299 + Penalty 5392.573516 = -8307704.122782
  nChanged 7
		SP:Iteration 25Q (8623.410000 sec): 3 clusters
  Score: Raw -8313096.910813 + Penalty 5392.573516 = -8307704.337297
  nChanged 4
		SP:Iteration 26Q (8623.990000 sec): 3 clusters
  Score: Raw -8313097.080768 + Penalty 5392.573516 = -8307704.507252
  nChanged 6
		SP:Iteration 27Q (8624.490000 sec): 3 clusters
  Score: Raw -8313097.230787 + Penalty 5392.573516 = -8307704.657270
  nChanged 4
		SP:Iteration 28Q (8625.040000 sec): 3 clusters
  Score: Raw -8313097.313965 + Penalty 5392.573516 = -8307704.740449
  nChanged 2
		SP:Iteration 29Q (8625.530000 sec): 3 clusters
  Score: Raw -8313097.357744 + Penalty 5392.573516 = -8307704.784227
  nChanged 3
		SP:Iteration 30Q (8626.040000 sec): 3 clusters
  Score: Raw -8313097.437482 + Penalty 5392.573516 = -8307704.863966
  nChanged 4
		SP:Iteration 31Q (8626.580000 sec): 3 clusters
  Score: Raw -8313097.567566 + Penalty 5392.573516 = -8307704.994050
  nChanged 3
		SP:Iteration 32Q (8627.130000 sec): 3 clusters
  Score: Raw -8313097.683662 + Penalty 5392.573516 = -8307705.110146
  nChanged 5
		SP:Iteration 33Q (8627.670000 sec): 3 clusters
  Score: Raw -8313097.893118 + Penalty 5392.573516 = -8307705.319602
  nChanged 7
		SP:Iteration 34Q (8628.180000 sec): 3 clusters
  Score: Raw -8313098.169790 + Penalty 5392.573516 = -8307705.596274
  nChanged 5
		SP:Iteration 35Q (8628.710000 sec): 3 clusters
  Score: Raw -8313098.302934 + Penalty 5392.573516 = -8307705.729418
  nChanged 5
		SP:Iteration 36Q (8629.230000 sec): 3 clusters
  Score: Raw -8313098.488076 + Penalty 5392.573516 = -8307705.914560
  nChanged 2
		SP:Iteration 37Q (8629.740000 sec): 3 clusters
  Score: Raw -8313098.546364 + Penalty 5392.573516 = -8307705.972847
  nChanged 1
		SP:Iteration 38Q (8630.290000 sec): 3 clusters
  Score: Raw -8313098.561158 + Penalty 5392.573516 = -8307705.987642
  nChanged 1
		SP:Iteration 39Q (8630.830000 sec): 3 clusters
  Score: Raw -8313098.596082 + Penalty 5392.573516 = -8307706.022566
  nChanged 2
		SP:Iteration 40F (8631.350000 sec): 3 clusters
  Score: Raw -8313098.640305 + Penalty 5392.573516 = -8307706.066789
  nChanged 2
		SP:Iteration 41Q (8631.950000 sec): 3 clusters
  Score: Raw -8313098.704741 + Penalty 5392.573516 = -8307706.131225
  nChanged 0
		SP:Iteration 42F (8632.530000 sec): 3 clusters
  Score: Raw -8313098.704741 + Penalty 5392.573516 = -8307706.131225
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (11744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8632.730000 sec): 2 clusters
  Score: Raw -1744944.108568 + Penalty 2324.032242 = -1742620.076326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8633.010000 sec): 3 clusters
  Score: Raw -1738441.856755 + Penalty 4648.064484 = -1733793.792271
  nChanged 5011
		SP:Iteration 1F (8633.250000 sec): 3 clusters
  Score: Raw -1741601.810565 + Penalty 4648.064484 = -1736953.746081
  nChanged 1077
		SP:Iteration 2F (8633.500000 sec): 3 clusters
  Score: Raw -1742934.944181 + Penalty 4648.064484 = -1738286.879697
  nChanged 1140
		SP:Iteration 3F (8633.730000 sec): 3 clusters
  Score: Raw -1744266.386966 + Penalty 4648.064484 = -1739618.322481
  nChanged 1019
		SP:Iteration 4F (8633.980000 sec): 3 clusters
  Score: Raw -1745219.116223 + Penalty 4648.064484 = -1740571.051739
  nChanged 802
		SP:Iteration 5F (8634.190000 sec): 3 clusters
  Score: Raw -1745912.182530 + Penalty 4648.064484 = -1741264.118046
  nChanged 655
		SP:Iteration 6F (8634.500000 sec): 3 clusters
  Score: Raw -1746480.445649 + Penalty 4648.064484 = -1741832.381164
  nChanged 496
		SP:Iteration 7Q (8634.750000 sec): 3 clusters
  Score: Raw -1746837.881862 + Penalty 4648.064484 = -1742189.817377
  nChanged 350
		SP:Iteration 8Q (8635.050000 sec): 3 clusters
  Score: Raw -1747056.489412 + Penalty 4648.064484 = -1742408.424928
  nChanged 285
		SP:Iteration 9Q (8635.290000 sec): 3 clusters
  Score: Raw -1747185.393612 + Penalty 4648.064484 = -1742537.329128
  nChanged 205
		SP:Iteration 10Q (8635.560000 sec): 3 clusters
  Score: Raw -1747267.079195 + Penalty 4648.064484 = -1742619.014710
  nChanged 151
		SP:Iteration 11Q (8635.850000 sec): 3 clusters
  Score: Raw -1747320.973083 + Penalty 4648.064484 = -1742672.908598
  nChanged 114
		SP:Iteration 12Q (8636.070000 sec): 3 clusters
  Score: Raw -1747355.169421 + Penalty 4648.064484 = -1742707.104936
  nChanged 70
		SP:Iteration 13Q (8636.310000 sec): 3 clusters
  Score: Raw -1747376.174166 + Penalty 4648.064484 = -1742728.109682
  nChanged 71
		SP:Iteration 14Q (8636.510000 sec): 3 clusters
  Score: Raw -1747399.331146 + Penalty 4648.064484 = -1742751.266662
  nChanged 71
		SP:Iteration 15Q (8636.730000 sec): 3 clusters
  Score: Raw -1747423.009158 + Penalty 4648.064484 = -1742774.944674
  nChanged 56
		SP:Iteration 16Q (8636.970000 sec): 3 clusters
  Score: Raw -1747436.525296 + Penalty 4648.064484 = -1742788.460812
  nChanged 54
		SP:Iteration 17Q (8637.230000 sec): 3 clusters
  Score: Raw -1747452.613202 + Penalty 4648.064484 = -1742804.548717
  nChanged 56
		SP:Iteration 18Q (8637.470000 sec): 3 clusters
  Score: Raw -1747467.321153 + Penalty 4648.064484 = -1742819.256668
  nChanged 54
		SP:Iteration 19Q (8637.650000 sec): 3 clusters
  Score: Raw -1747482.333505 + Penalty 4648.064484 = -1742834.269020
  nChanged 51
		SP:Iteration 20F (8637.910000 sec): 3 clusters
  Score: Raw -1747493.491803 + Penalty 4648.064484 = -1742845.427319
  nChanged 29
		SP:Iteration 21Q (8638.100000 sec): 3 clusters
  Score: Raw -1747498.800604 + Penalty 4648.064484 = -1742850.736119
  nChanged 26
		SP:Iteration 22Q (8638.370000 sec): 3 clusters
  Score: Raw -1747504.210307 + Penalty 4648.064484 = -1742856.145822
  nChanged 27
		SP:Iteration 23Q (8638.620000 sec): 3 clusters
  Score: Raw -1747509.845579 + Penalty 4648.064484 = -1742861.781095
  nChanged 26
		SP:Iteration 24Q (8638.920000 sec): 3 clusters
  Score: Raw -1747513.783273 + Penalty 4648.064484 = -1742865.718789
  nChanged 16
		SP:Iteration 25Q (8639.190000 sec): 3 clusters
  Score: Raw -1747516.988906 + Penalty 4648.064484 = -1742868.924422
  nChanged 19
		SP:Iteration 26Q (8639.470000 sec): 3 clusters
  Score: Raw -1747519.863973 + Penalty 4648.064484 = -1742871.799488
  nChanged 12
		SP:Iteration 27Q (8639.750000 sec): 3 clusters
  Score: Raw -1747521.724235 + Penalty 4648.064484 = -1742873.659750
  nChanged 6
		SP:Iteration 28Q (8640.070000 sec): 3 clusters
  Score: Raw -1747522.754695 + Penalty 4648.064484 = -1742874.690211
  nChanged 8
		SP:Iteration 29Q (8640.320000 sec): 3 clusters
  Score: Raw -1747524.048959 + Penalty 4648.064484 = -1742875.984474
  nChanged 5
		SP:Iteration 30Q (8640.600000 sec): 3 clusters
  Score: Raw -1747524.588143 + Penalty 4648.064484 = -1742876.523659
  nChanged 2
		SP:Iteration 31Q (8640.960000 sec): 3 clusters
  Score: Raw -1747524.928135 + Penalty 4648.064484 = -1742876.863650
  nChanged 7
		SP:Iteration 32Q (8641.240000 sec): 3 clusters
  Score: Raw -1747525.888342 + Penalty 4648.064484 = -1742877.823857
  nChanged 5
		SP:Iteration 33Q (8641.530000 sec): 3 clusters
  Score: Raw -1747526.694587 + Penalty 4648.064484 = -1742878.630103
  nChanged 9
		SP:Iteration 34Q (8641.680000 sec): 3 clusters
  Score: Raw -1747528.262896 + Penalty 4648.064484 = -1742880.198412
  nChanged 8
		SP:Iteration 35Q (8641.940000 sec): 3 clusters
  Score: Raw -1747529.640601 + Penalty 4648.064484 = -1742881.576116
  nChanged 9
		SP:Iteration 36Q (8642.140000 sec): 3 clusters
  Score: Raw -1747531.935041 + Penalty 4648.064484 = -1742883.870557
  nChanged 11
		SP:Iteration 37Q (8642.380000 sec): 3 clusters
  Score: Raw -1747533.780217 + Penalty 4648.064484 = -1742885.715732
  nChanged 12
		SP:Iteration 38Q (8642.640000 sec): 3 clusters
  Score: Raw -1747535.902496 + Penalty 4648.064484 = -1742887.838011
  nChanged 9
		SP:Iteration 39Q (8642.920000 sec): 3 clusters
  Score: Raw -1747537.731016 + Penalty 4648.064484 = -1742889.666531
  nChanged 14
		SP:Iteration 40F (8643.140000 sec): 3 clusters
  Score: Raw -1747539.547949 + Penalty 4648.064484 = -1742891.483465
  nChanged 10
		SP:Iteration 41Q (8643.370000 sec): 3 clusters
  Score: Raw -1747540.831774 + Penalty 4648.064484 = -1742892.767289
  nChanged 6
		SP:Iteration 42Q (8643.640000 sec): 3 clusters
  Score: Raw -1747541.697630 + Penalty 4648.064484 = -1742893.633145
  nChanged 5
		SP:Iteration 43Q (8643.910000 sec): 3 clusters
  Score: Raw -1747542.748639 + Penalty 4648.064484 = -1742894.684155
  nChanged 7
		SP:Iteration 44Q (8644.120000 sec): 3 clusters
  Score: Raw -1747543.829603 + Penalty 4648.064484 = -1742895.765119
  nChanged 2
		SP:Iteration 45Q (8644.340000 sec): 3 clusters
  Score: Raw -1747544.025493 + Penalty 4648.064484 = -1742895.961008
  nChanged 4
		SP:Iteration 46Q (8644.580000 sec): 3 clusters
  Score: Raw -1747544.566557 + Penalty 4648.064484 = -1742896.502073
  nChanged 1
		SP:Iteration 47Q (8644.820000 sec): 3 clusters
  Score: Raw -1747544.726740 + Penalty 4648.064484 = -1742896.662255
  nChanged 0
		SP:Iteration 48F (8645.080000 sec): 3 clusters
  Score: Raw -1747544.726740 + Penalty 4648.064484 = -1742896.662255
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (154289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8646.000000 sec): 2 clusters
  Score: Raw -25003564.372836 + Penalty 2962.752521 = -25000601.620315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8647.160000 sec): 3 clusters
  Score: Raw -24903159.934261 + Penalty 5925.505042 = -24897234.429219
  nChanged 73932
		SP:Iteration 1F (8648.340000 sec): 3 clusters
  Score: Raw -24946021.155413 + Penalty 5925.505042 = -24940095.650371
  nChanged 4740
		SP:Iteration 2Q (8649.760000 sec): 3 clusters
  Score: Raw -24947207.621329 + Penalty 5925.505042 = -24941282.116287
  nChanged 5144
		SP:Iteration 3Q (8651.220000 sec): 3 clusters
  Score: Raw -24948905.712892 + Penalty 5925.505042 = -24942980.207850
  nChanged 6030
		SP:Iteration 4Q (8652.650000 sec): 3 clusters
  Score: Raw -24951612.437636 + Penalty 5925.505042 = -24945686.932594
  nChanged 7530
		SP:Iteration 5Q (8653.980000 sec): 3 clusters
  Score: Raw -24956042.829388 + Penalty 5925.505042 = -24950117.324346
  nChanged 9014
		SP:Iteration 6F (8655.120000 sec): 3 clusters
  Score: Raw -24962489.817636 + Penalty 5925.505042 = -24956564.312594
  nChanged 10086
		SP:Iteration 7F (8656.470000 sec): 3 clusters
  Score: Raw -24970354.767824 + Penalty 5925.505042 = -24964429.262782
  nChanged 10044
		SP:Iteration 8F (8657.760000 sec): 3 clusters
  Score: Raw -24978203.191013 + Penalty 5925.505042 = -24972277.685971
  nChanged 8866
		SP:Iteration 9F (8658.910000 sec): 3 clusters
  Score: Raw -24984963.799404 + Penalty 5925.505042 = -24979038.294362
  nChanged 7169
		SP:Iteration 10Q (8660.240000 sec): 3 clusters
  Score: Raw -24990130.419434 + Penalty 5925.505042 = -24984204.914392
  nChanged 5387
		SP:Iteration 11Q (8661.480000 sec): 3 clusters
  Score: Raw -24993549.303644 + Penalty 5925.505042 = -24987623.798602
  nChanged 3977
		SP:Iteration 12Q (8662.700000 sec): 3 clusters
  Score: Raw -24995909.857605 + Penalty 5925.505042 = -24989984.352563
  nChanged 2983
		SP:Iteration 13Q (8663.990000 sec): 3 clusters
  Score: Raw -24997665.047738 + Penalty 5925.505042 = -24991739.542696
  nChanged 2491
		SP:Iteration 14Q (8665.150000 sec): 3 clusters
  Score: Raw -24999065.210445 + Penalty 5925.505042 = -24993139.705403
  nChanged 2132
		SP:Iteration 15Q (8666.320000 sec): 3 clusters
  Score: Raw -25000214.099405 + Penalty 5925.505042 = -24994288.594363
  nChanged 1879
		SP:Iteration 16Q (8667.520000 sec): 3 clusters
  Score: Raw -25001196.043006 + Penalty 5925.505042 = -24995270.537964
  nChanged 1587
		SP:Iteration 17Q (8668.650000 sec): 3 clusters
  Score: Raw -25001947.958990 + Penalty 5925.505042 = -24996022.453948
  nChanged 1299
		SP:Iteration 18Q (8669.870000 sec): 3 clusters
  Score: Raw -25002454.132833 + Penalty 5925.505042 = -24996528.627791
  nChanged 1108
		SP:Iteration 19Q (8671.270000 sec): 3 clusters
  Score: Raw -25002822.151873 + Penalty 5925.505042 = -24996896.646831
  nChanged 900
		SP:Iteration 20F (8672.740000 sec): 3 clusters
  Score: Raw -25003067.248509 + Penalty 5925.505042 = -24997141.743467
  nChanged 770
		SP:Iteration 21Q (8674.090000 sec): 3 clusters
  Score: Raw -25003245.603664 + Penalty 5925.505042 = -24997320.098622
  nChanged 656
		SP:Iteration 22Q (8675.480000 sec): 3 clusters
  Score: Raw -25003382.416232 + Penalty 5925.505042 = -24997456.911190
  nChanged 605
		SP:Iteration 23Q (8676.890000 sec): 3 clusters
  Score: Raw -25003503.914914 + Penalty 5925.505042 = -24997578.409872
  nChanged 523
		SP:Iteration 24Q (8678.290000 sec): 3 clusters
  Score: Raw -25003596.942908 + Penalty 5925.505042 = -24997671.437866
  nChanged 432
		SP:Iteration 25Q (8679.620000 sec): 3 clusters
  Score: Raw -25003666.466867 + Penalty 5925.505042 = -24997740.961825
  nChanged 395
		SP:Iteration 26Q (8680.970000 sec): 3 clusters
  Score: Raw -25003730.382020 + Penalty 5925.505042 = -24997804.876977
  nChanged 356
		SP:Iteration 27Q (8682.240000 sec): 3 clusters
  Score: Raw -25003782.764719 + Penalty 5925.505042 = -24997857.259677
  nChanged 322
		SP:Iteration 28Q (8683.440000 sec): 3 clusters
  Score: Raw -25003826.505347 + Penalty 5925.505042 = -24997901.000305
  nChanged 279
		SP:Iteration 29Q (8684.600000 sec): 3 clusters
  Score: Raw -25003860.691657 + Penalty 5925.505042 = -24997935.186615
  nChanged 246
		SP:Iteration 30Q (8685.720000 sec): 3 clusters
  Score: Raw -25003889.152916 + Penalty 5925.505042 = -24997963.647874
  nChanged 232
		SP:Iteration 31Q (8686.850000 sec): 3 clusters
  Score: Raw -25003914.892139 + Penalty 5925.505042 = -24997989.387097
  nChanged 221
		SP:Iteration 32Q (8688.070000 sec): 3 clusters
  Score: Raw -25003941.066601 + Penalty 5925.505042 = -24998015.561559
  nChanged 229
		SP:Iteration 33Q (8689.200000 sec): 3 clusters
  Score: Raw -25003971.004919 + Penalty 5925.505042 = -24998045.499877
  nChanged 222
		SP:Iteration 34Q (8690.340000 sec): 3 clusters
  Score: Raw -25004000.633230 + Penalty 5925.505042 = -24998075.128188
  nChanged 211
		SP:Iteration 35Q (8691.530000 sec): 3 clusters
  Score: Raw -25004024.788722 + Penalty 5925.505042 = -24998099.283680
  nChanged 192
		SP:Iteration 36Q (8692.680000 sec): 3 clusters
  Score: Raw -25004045.771734 + Penalty 5925.505042 = -24998120.266692
  nChanged 184
		SP:Iteration 37Q (8693.950000 sec): 3 clusters
  Score: Raw -25004064.731654 + Penalty 5925.505042 = -24998139.226612
  nChanged 163
		SP:Iteration 38Q (8695.160000 sec): 3 clusters
  Score: Raw -25004080.957260 + Penalty 5925.505042 = -24998155.452218
  nChanged 161
		SP:Iteration 39Q (8696.340000 sec): 3 clusters
  Score: Raw -25004098.758667 + Penalty 5925.505042 = -24998173.253625
  nChanged 162
		SP:Iteration 40F (8697.630000 sec): 3 clusters
  Score: Raw -25004116.293800 + Penalty 5925.505042 = -24998190.788758
  nChanged 144
		SP:Iteration 41Q (8698.690000 sec): 3 clusters
  Score: Raw -25004132.172919 + Penalty 5925.505042 = -24998206.667877
  nChanged 146
		SP:Iteration 42Q (8699.790000 sec): 3 clusters
  Score: Raw -25004147.532829 + Penalty 5925.505042 = -24998222.027787
  nChanged 143
		SP:Iteration 43Q (8701.160000 sec): 3 clusters
  Score: Raw -25004161.662974 + Penalty 5925.505042 = -24998236.157932
  nChanged 126
		SP:Iteration 44Q (8702.370000 sec): 3 clusters
  Score: Raw -25004173.285446 + Penalty 5925.505042 = -24998247.780404
  nChanged 104
		SP:Iteration 45Q (8703.690000 sec): 3 clusters
  Score: Raw -25004183.471505 + Penalty 5925.505042 = -24998257.966463
  nChanged 116
		SP:Iteration 46Q (8704.870000 sec): 3 clusters
  Score: Raw -25004194.577658 + Penalty 5925.505042 = -24998269.072616
  nChanged 99
		SP:Iteration 47Q (8705.980000 sec): 3 clusters
  Score: Raw -25004203.620547 + Penalty 5925.505042 = -24998278.115505
  nChanged 88
		SP:Iteration 48Q (8707.180000 sec): 3 clusters
  Score: Raw -25004210.225180 + Penalty 5925.505042 = -24998284.720138
  nChanged 69
		SP:Iteration 49Q (8708.260000 sec): 3 clusters
  Score: Raw -25004215.094016 + Penalty 5925.505042 = -24998289.588974
  nChanged 65
		SP:Iteration 50Q (8709.400000 sec): 3 clusters
  Score: Raw -25004219.468289 + Penalty 5925.505042 = -24998293.963247
  nChanged 47
		SP:Iteration 51Q (8710.620000 sec): 3 clusters
  Score: Raw -25004222.274034 + Penalty 5925.505042 = -24998296.768992
  nChanged 53
		SP:Iteration 52Q (8711.770000 sec): 3 clusters
  Score: Raw -25004225.551517 + Penalty 5925.505042 = -24998300.046475
  nChanged 37
		SP:Iteration 53Q (8712.950000 sec): 3 clusters
  Score: Raw -25004227.780523 + Penalty 5925.505042 = -24998302.275481
  nChanged 34
		SP:Iteration 54Q (8714.220000 sec): 3 clusters
  Score: Raw -25004230.078626 + Penalty 5925.505042 = -24998304.573584
  nChanged 28
		SP:Iteration 55Q (8715.390000 sec): 3 clusters
  Score: Raw -25004231.858379 + Penalty 5925.505042 = -24998306.353337
  nChanged 33
		SP:Iteration 56Q (8716.550000 sec): 3 clusters
  Score: Raw -25004233.678199 + Penalty 5925.505042 = -24998308.173157
  nChanged 23
		SP:Iteration 57Q (8717.640000 sec): 3 clusters
  Score: Raw -25004234.918079 + Penalty 5925.505042 = -24998309.413037
  nChanged 21
		SP:Iteration 58Q (8718.680000 sec): 3 clusters
  Score: Raw -25004236.084676 + Penalty 5925.505042 = -24998310.579634
  nChanged 22
		SP:Iteration 59Q (8719.920000 sec): 3 clusters
  Score: Raw -25004237.399224 + Penalty 5925.505042 = -24998311.894182
  nChanged 24
		SP:Iteration 60F (8721.140000 sec): 3 clusters
  Score: Raw -25004238.829646 + Penalty 5925.505042 = -24998313.324604
  nChanged 20
		SP:Iteration 61Q (8722.240000 sec): 3 clusters
  Score: Raw -25004240.078000 + Penalty 5925.505042 = -24998314.572957
  nChanged 14
		SP:Iteration 62Q (8723.320000 sec): 3 clusters
  Score: Raw -25004240.942599 + Penalty 5925.505042 = -24998315.437557
  nChanged 13
		SP:Iteration 63Q (8724.580000 sec): 3 clusters
  Score: Raw -25004241.605353 + Penalty 5925.505042 = -24998316.100311
  nChanged 11
		SP:Iteration 64Q (8725.770000 sec): 3 clusters
  Score: Raw -25004242.187258 + Penalty 5925.505042 = -24998316.682216
  nChanged 9
		SP:Iteration 65Q (8726.950000 sec): 3 clusters
  Score: Raw -25004242.725176 + Penalty 5925.505042 = -24998317.220134
  nChanged 15
		SP:Iteration 66Q (8728.270000 sec): 3 clusters
  Score: Raw -25004243.551806 + Penalty 5925.505042 = -24998318.046764
  nChanged 18
		SP:Iteration 67Q (8729.400000 sec): 3 clusters
  Score: Raw -25004244.536969 + Penalty 5925.505042 = -24998319.031927
  nChanged 20
		SP:Iteration 68Q (8730.570000 sec): 3 clusters
  Score: Raw -25004245.522486 + Penalty 5925.505042 = -24998320.017444
  nChanged 13
		SP:Iteration 69Q (8731.790000 sec): 3 clusters
  Score: Raw -25004246.309042 + Penalty 5925.505042 = -24998320.804000
  nChanged 15
		SP:Iteration 70Q (8733.020000 sec): 3 clusters
  Score: Raw -25004247.240523 + Penalty 5925.505042 = -24998321.735481
  nChanged 17
		SP:Iteration 71Q (8734.240000 sec): 3 clusters
  Score: Raw -25004248.246585 + Penalty 5925.505042 = -24998322.741543
  nChanged 15
		SP:Iteration 72Q (8735.530000 sec): 3 clusters
  Score: Raw -25004249.069090 + Penalty 5925.505042 = -24998323.564048
  nChanged 17
		SP:Iteration 73Q (8736.870000 sec): 3 clusters
  Score: Raw -25004250.121637 + Penalty 5925.505042 = -24998324.616595
  nChanged 21
		SP:Iteration 74Q (8738.220000 sec): 3 clusters
  Score: Raw -25004251.607011 + Penalty 5925.505042 = -24998326.101969
  nChanged 30
		SP:Iteration 75Q (8739.610000 sec): 3 clusters
  Score: Raw -25004253.494779 + Penalty 5925.505042 = -24998327.989737
  nChanged 30
		SP:Iteration 76Q (8740.930000 sec): 3 clusters
  Score: Raw -25004255.128467 + Penalty 5925.505042 = -24998329.623425
  nChanged 27
		SP:Iteration 77Q (8742.300000 sec): 3 clusters
  Score: Raw -25004256.394717 + Penalty 5925.505042 = -24998330.889675
  nChanged 28
		SP:Iteration 78Q (8743.630000 sec): 3 clusters
  Score: Raw -25004258.157088 + Penalty 5925.505042 = -24998332.652046
  nChanged 34
		SP:Iteration 79Q (8744.960000 sec): 3 clusters
  Score: Raw -25004260.252474 + Penalty 5925.505042 = -24998334.747432
  nChanged 30
		SP:Iteration 80F (8746.460000 sec): 3 clusters
  Score: Raw -25004261.776874 + Penalty 5925.505042 = -24998336.271831
  nChanged 26
		SP:Iteration 81Q (8747.510000 sec): 3 clusters
  Score: Raw -25004263.163123 + Penalty 5925.505042 = -24998337.658081
  nChanged 26
		SP:Iteration 82Q (8748.540000 sec): 3 clusters
  Score: Raw -25004264.362145 + Penalty 5925.505042 = -24998338.857103
  nChanged 15
		SP:Iteration 83Q (8749.510000 sec): 3 clusters
  Score: Raw -25004265.254786 + Penalty 5925.505042 = -24998339.749744
  nChanged 21
		SP:Iteration 84Q (8750.620000 sec): 3 clusters
  Score: Raw -25004266.389606 + Penalty 5925.505042 = -24998340.884564
  nChanged 22
		SP:Iteration 85Q (8751.880000 sec): 3 clusters
  Score: Raw -25004267.616030 + Penalty 5925.505042 = -24998342.110988
  nChanged 11
		SP:Iteration 86Q (8753.200000 sec): 3 clusters
  Score: Raw -25004268.218666 + Penalty 5925.505042 = -24998342.713624
  nChanged 9
		SP:Iteration 87Q (8754.340000 sec): 3 clusters
  Score: Raw -25004268.548424 + Penalty 5925.505042 = -24998343.043382
  nChanged 3
		SP:Iteration 88Q (8755.620000 sec): 3 clusters
  Score: Raw -25004268.631060 + Penalty 5925.505042 = -24998343.126018
  nChanged 0
		SP:Iteration 89F (8756.880000 sec): 3 clusters
  Score: Raw -25004268.631060 + Penalty 5925.505042 = -24998343.126018
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (11480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8757.110000 sec): 2 clusters
  Score: Raw -1744971.606513 + Penalty 2318.393694 = -1742653.212819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8757.310000 sec): 3 clusters
  Score: Raw -1738660.415688 + Penalty 4636.787388 = -1734023.628300
  nChanged 4847
		SP:Iteration 1F (8757.560000 sec): 3 clusters
  Score: Raw -1741432.390425 + Penalty 4636.787388 = -1736795.603037
  nChanged 925
		SP:Iteration 2F (8757.840000 sec): 3 clusters
  Score: Raw -1742348.225822 + Penalty 4636.787388 = -1737711.438433
  nChanged 985
		SP:Iteration 3F (8758.110000 sec): 3 clusters
  Score: Raw -1743417.980659 + Penalty 4636.787388 = -1738781.193270
  nChanged 1080
		SP:Iteration 4F (8758.300000 sec): 3 clusters
  Score: Raw -1744558.758382 + Penalty 4636.787388 = -1739921.970994
  nChanged 1033
		SP:Iteration 5F (8758.590000 sec): 3 clusters
  Score: Raw -1745601.268219 + Penalty 4636.787388 = -1740964.480831
  nChanged 824
		SP:Iteration 6F (8758.810000 sec): 3 clusters
  Score: Raw -1746367.036136 + Penalty 4636.787388 = -1741730.248747
  nChanged 553
		SP:Iteration 7Q (8759.050000 sec): 3 clusters
  Score: Raw -1746852.417945 + Penalty 4636.787388 = -1742215.630557
  nChanged 373
		SP:Iteration 8Q (8759.300000 sec): 3 clusters
  Score: Raw -1747144.413663 + Penalty 4636.787388 = -1742507.626275
  nChanged 225
		SP:Iteration 9Q (8759.540000 sec): 3 clusters
  Score: Raw -1747304.181699 + Penalty 4636.787388 = -1742667.394311
  nChanged 157
		SP:Iteration 10Q (8759.760000 sec): 3 clusters
  Score: Raw -1747415.944152 + Penalty 4636.787388 = -1742779.156764
  nChanged 128
		SP:Iteration 11Q (8759.980000 sec): 3 clusters
  Score: Raw -1747510.694054 + Penalty 4636.787388 = -1742873.906666
  nChanged 102
		SP:Iteration 12Q (8760.280000 sec): 3 clusters
  Score: Raw -1747584.147766 + Penalty 4636.787388 = -1742947.360378
  nChanged 76
		SP:Iteration 13Q (8760.480000 sec): 3 clusters
  Score: Raw -1747644.898828 + Penalty 4636.787388 = -1743008.111439
  nChanged 80
		SP:Iteration 14Q (8760.660000 sec): 3 clusters
  Score: Raw -1747714.580259 + Penalty 4636.787388 = -1743077.792870
  nChanged 63
		SP:Iteration 15Q (8760.850000 sec): 3 clusters
  Score: Raw -1747761.304092 + Penalty 4636.787388 = -1743124.516703
  nChanged 50
		SP:Iteration 16Q (8761.060000 sec): 3 clusters
  Score: Raw -1747790.750007 + Penalty 4636.787388 = -1743153.962618
  nChanged 41
		SP:Iteration 17Q (8761.300000 sec): 3 clusters
  Score: Raw -1747810.536484 + Penalty 4636.787388 = -1743173.749096
  nChanged 32
		SP:Iteration 18Q (8761.460000 sec): 3 clusters
  Score: Raw -1747822.630678 + Penalty 4636.787388 = -1743185.843289
  nChanged 24
		SP:Iteration 19Q (8761.650000 sec): 3 clusters
  Score: Raw -1747837.318368 + Penalty 4636.787388 = -1743200.530980
  nChanged 22
		SP:Iteration 20F (8761.900000 sec): 3 clusters
  Score: Raw -1747846.197716 + Penalty 4636.787388 = -1743209.410328
  nChanged 10
		SP:Iteration 21Q (8762.040000 sec): 3 clusters
  Score: Raw -1747850.183608 + Penalty 4636.787388 = -1743213.396219
  nChanged 11
		SP:Iteration 22Q (8762.300000 sec): 3 clusters
  Score: Raw -1747854.521203 + Penalty 4636.787388 = -1743217.733815
  nChanged 14
		SP:Iteration 23Q (8762.440000 sec): 3 clusters
  Score: Raw -1747861.287791 + Penalty 4636.787388 = -1743224.500402
  nChanged 10
		SP:Iteration 24Q (8762.620000 sec): 3 clusters
  Score: Raw -1747864.129704 + Penalty 4636.787388 = -1743227.342316
  nChanged 8
		SP:Iteration 25Q (8762.870000 sec): 3 clusters
  Score: Raw -1747865.919641 + Penalty 4636.787388 = -1743229.132253
  nChanged 3
		SP:Iteration 26Q (8763.190000 sec): 3 clusters
  Score: Raw -1747866.829171 + Penalty 4636.787388 = -1743230.041782
  nChanged 4
		SP:Iteration 27Q (8763.440000 sec): 3 clusters
  Score: Raw -1747868.288069 + Penalty 4636.787388 = -1743231.500681
  nChanged 7
		SP:Iteration 28Q (8763.650000 sec): 3 clusters
  Score: Raw -1747869.962811 + Penalty 4636.787388 = -1743233.175423
  nChanged 2
		SP:Iteration 29Q (8763.940000 sec): 3 clusters
  Score: Raw -1747870.223218 + Penalty 4636.787388 = -1743233.435830
  nChanged 0
		SP:Iteration 30F (8764.190000 sec): 3 clusters
  Score: Raw -1747870.223218 + Penalty 4636.787388 = -1743233.435830
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (18054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8764.390000 sec): 2 clusters
  Score: Raw -2728128.706662 + Penalty 2430.678391 = -2725698.028271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8764.720000 sec): 3 clusters
  Score: Raw -2717825.064926 + Penalty 4861.356783 = -2712963.708143
  nChanged 7938
		SP:Iteration 1F (8765.010000 sec): 3 clusters
  Score: Raw -2722671.543840 + Penalty 4861.356783 = -2717810.187057
  nChanged 1457
		SP:Iteration 2F (8765.380000 sec): 3 clusters
  Score: Raw -2723874.921610 + Penalty 4861.356783 = -2719013.564828
  nChanged 1486
		SP:Iteration 3F (8765.670000 sec): 3 clusters
  Score: Raw -2725121.955301 + Penalty 4861.356783 = -2720260.598518
  nChanged 1402
		SP:Iteration 4F (8765.960000 sec): 3 clusters
  Score: Raw -2726368.967339 + Penalty 4861.356783 = -2721507.610556
  nChanged 1270
		SP:Iteration 5F (8766.230000 sec): 3 clusters
  Score: Raw -2727380.029564 + Penalty 4861.356783 = -2722518.672781
  nChanged 1072
		SP:Iteration 6F (8766.540000 sec): 3 clusters
  Score: Raw -2728166.978112 + Penalty 4861.356783 = -2723305.621329
  nChanged 833
		SP:Iteration 7Q (8766.850000 sec): 3 clusters
  Score: Raw -2728686.121569 + Penalty 4861.356783 = -2723824.764787
  nChanged 626
		SP:Iteration 8Q (8767.210000 sec): 3 clusters
  Score: Raw -2728991.809447 + Penalty 4861.356783 = -2724130.452665
  nChanged 429
		SP:Iteration 9Q (8767.440000 sec): 3 clusters
  Score: Raw -2729184.343722 + Penalty 4861.356783 = -2724322.986939
  nChanged 328
		SP:Iteration 10Q (8767.860000 sec): 3 clusters
  Score: Raw -2729328.724328 + Penalty 4861.356783 = -2724467.367545
  nChanged 292
		SP:Iteration 11Q (8768.120000 sec): 3 clusters
  Score: Raw -2729439.012195 + Penalty 4861.356783 = -2724577.655413
  nChanged 270
		SP:Iteration 12Q (8768.410000 sec): 3 clusters
  Score: Raw -2729536.144581 + Penalty 4861.356783 = -2724674.787798
  nChanged 255
		SP:Iteration 13Q (8768.740000 sec): 3 clusters
  Score: Raw -2729628.447246 + Penalty 4861.356783 = -2724767.090463
  nChanged 258
		SP:Iteration 14Q (8769.040000 sec): 3 clusters
  Score: Raw -2729709.978014 + Penalty 4861.356783 = -2724848.621231
  nChanged 213
		SP:Iteration 15Q (8769.330000 sec): 3 clusters
  Score: Raw -2729769.562036 + Penalty 4861.356783 = -2724908.205253
  nChanged 174
		SP:Iteration 16Q (8769.680000 sec): 3 clusters
  Score: Raw -2729811.331630 + Penalty 4861.356783 = -2724949.974847
  nChanged 142
		SP:Iteration 17Q (8769.980000 sec): 3 clusters
  Score: Raw -2729846.139798 + Penalty 4861.356783 = -2724984.783016
  nChanged 136
		SP:Iteration 18Q (8770.320000 sec): 3 clusters
  Score: Raw -2729877.742716 + Penalty 4861.356783 = -2725016.385933
  nChanged 134
		SP:Iteration 19Q (8770.630000 sec): 3 clusters
  Score: Raw -2729906.133485 + Penalty 4861.356783 = -2725044.776703
  nChanged 115
		SP:Iteration 20F (8770.960000 sec): 3 clusters
  Score: Raw -2729928.019712 + Penalty 4861.356783 = -2725066.662929
  nChanged 104
		SP:Iteration 21Q (8771.270000 sec): 3 clusters
  Score: Raw -2729948.033003 + Penalty 4861.356783 = -2725086.676220
  nChanged 88
		SP:Iteration 22Q (8771.610000 sec): 3 clusters
  Score: Raw -2729966.863310 + Penalty 4861.356783 = -2725105.506528
  nChanged 77
		SP:Iteration 23Q (8771.960000 sec): 3 clusters
  Score: Raw -2729980.065861 + Penalty 4861.356783 = -2725118.709078
  nChanged 66
		SP:Iteration 24Q (8772.320000 sec): 3 clusters
  Score: Raw -2729992.590506 + Penalty 4861.356783 = -2725131.233723
  nChanged 63
		SP:Iteration 25Q (8772.650000 sec): 3 clusters
  Score: Raw -2730003.261004 + Penalty 4861.356783 = -2725141.904221
  nChanged 50
		SP:Iteration 26Q (8772.940000 sec): 3 clusters
  Score: Raw -2730012.678468 + Penalty 4861.356783 = -2725151.321685
  nChanged 52
		SP:Iteration 27Q (8773.290000 sec): 3 clusters
  Score: Raw -2730021.226319 + Penalty 4861.356783 = -2725159.869536
  nChanged 52
		SP:Iteration 28Q (8773.550000 sec): 3 clusters
  Score: Raw -2730030.252192 + Penalty 4861.356783 = -2725168.895409
  nChanged 58
		SP:Iteration 29Q (8773.860000 sec): 3 clusters
  Score: Raw -2730042.357420 + Penalty 4861.356783 = -2725181.000637
  nChanged 56
		SP:Iteration 30Q (8774.140000 sec): 3 clusters
  Score: Raw -2730051.532348 + Penalty 4861.356783 = -2725190.175565
  nChanged 44
		SP:Iteration 31Q (8774.420000 sec): 3 clusters
  Score: Raw -2730059.183195 + Penalty 4861.356783 = -2725197.826412
  nChanged 50
		SP:Iteration 32Q (8774.650000 sec): 3 clusters
  Score: Raw -2730069.254421 + Penalty 4861.356783 = -2725207.897639
  nChanged 50
		SP:Iteration 33Q (8774.950000 sec): 3 clusters
  Score: Raw -2730081.725601 + Penalty 4861.356783 = -2725220.368818
  nChanged 48
		SP:Iteration 34Q (8775.210000 sec): 3 clusters
  Score: Raw -2730091.270840 + Penalty 4861.356783 = -2725229.914057
  nChanged 51
		SP:Iteration 35Q (8775.470000 sec): 3 clusters
  Score: Raw -2730101.627294 + Penalty 4861.356783 = -2725240.270511
  nChanged 44
		SP:Iteration 36Q (8775.720000 sec): 3 clusters
  Score: Raw -2730110.062763 + Penalty 4861.356783 = -2725248.705981
  nChanged 38
		SP:Iteration 37Q (8775.990000 sec): 3 clusters
  Score: Raw -2730118.716003 + Penalty 4861.356783 = -2725257.359220
  nChanged 44
		SP:Iteration 38Q (8776.280000 sec): 3 clusters
  Score: Raw -2730128.867041 + Penalty 4861.356783 = -2725267.510259
  nChanged 40
		SP:Iteration 39Q (8776.560000 sec): 3 clusters
  Score: Raw -2730137.547124 + Penalty 4861.356783 = -2725276.190341
  nChanged 38
		SP:Iteration 40F (8776.880000 sec): 3 clusters
  Score: Raw -2730143.231748 + Penalty 4861.356783 = -2725281.874966
  nChanged 33
		SP:Iteration 41Q (8777.110000 sec): 3 clusters
  Score: Raw -2730148.339131 + Penalty 4861.356783 = -2725286.982348
  nChanged 33
		SP:Iteration 42Q (8777.370000 sec): 3 clusters
  Score: Raw -2730153.037599 + Penalty 4861.356783 = -2725291.680817
  nChanged 30
		SP:Iteration 43Q (8777.720000 sec): 3 clusters
  Score: Raw -2730157.667487 + Penalty 4861.356783 = -2725296.310704
  nChanged 22
		SP:Iteration 44Q (8778.010000 sec): 3 clusters
  Score: Raw -2730161.588802 + Penalty 4861.356783 = -2725300.232019
  nChanged 21
		SP:Iteration 45Q (8778.290000 sec): 3 clusters
  Score: Raw -2730164.021516 + Penalty 4861.356783 = -2725302.664733
  nChanged 7
		SP:Iteration 46Q (8778.590000 sec): 3 clusters
  Score: Raw -2730165.332297 + Penalty 4861.356783 = -2725303.975515
  nChanged 9
		SP:Iteration 47Q (8778.900000 sec): 3 clusters
  Score: Raw -2730166.268645 + Penalty 4861.356783 = -2725304.911862
  nChanged 6
		SP:Iteration 48Q (8779.280000 sec): 3 clusters
  Score: Raw -2730167.218017 + Penalty 4861.356783 = -2725305.861234
  nChanged 5
		SP:Iteration 49Q (8779.620000 sec): 3 clusters
  Score: Raw -2730167.957608 + Penalty 4861.356783 = -2725306.600825
  nChanged 3
		SP:Iteration 50Q (8779.900000 sec): 3 clusters
  Score: Raw -2730168.358439 + Penalty 4861.356783 = -2725307.001656
  nChanged 4
		SP:Iteration 51Q (8780.200000 sec): 3 clusters
  Score: Raw -2730168.709685 + Penalty 4861.356783 = -2725307.352903
  nChanged 2
		SP:Iteration 52Q (8780.520000 sec): 3 clusters
  Score: Raw -2730168.918270 + Penalty 4861.356783 = -2725307.561488
  nChanged 3
		SP:Iteration 53Q (8780.840000 sec): 3 clusters
  Score: Raw -2730169.544915 + Penalty 4861.356783 = -2725308.188133
  nChanged 4
		SP:Iteration 54Q (8781.110000 sec): 3 clusters
  Score: Raw -2730170.282627 + Penalty 4861.356783 = -2725308.925844
  nChanged 3
		SP:Iteration 55Q (8781.460000 sec): 3 clusters
  Score: Raw -2730170.663378 + Penalty 4861.356783 = -2725309.306595
  nChanged 1
		SP:Iteration 56Q (8781.790000 sec): 3 clusters
  Score: Raw -2730170.704272 + Penalty 4861.356783 = -2725309.347489
  nChanged 0
		SP:Iteration 57F (8782.190000 sec): 3 clusters
  Score: Raw -2730170.704272 + Penalty 4861.356783 = -2725309.347489
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (11182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8782.310000 sec): 2 clusters
  Score: Raw -1672620.632553 + Penalty 2311.871034 = -1670308.761519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8782.620000 sec): 3 clusters
  Score: Raw -1666573.624138 + Penalty 4623.742068 = -1661949.882070
  nChanged 4739
		SP:Iteration 1F (8782.870000 sec): 3 clusters
  Score: Raw -1670009.531353 + Penalty 4623.742068 = -1665385.789285
  nChanged 1262
		SP:Iteration 2F (8783.070000 sec): 3 clusters
  Score: Raw -1672281.825919 + Penalty 4623.742068 = -1667658.083851
  nChanged 1482
		SP:Iteration 3F (8783.300000 sec): 3 clusters
  Score: Raw -1674996.431838 + Penalty 4623.742068 = -1670372.689770
  nChanged 1145
		SP:Iteration 4F (8783.590000 sec): 3 clusters
  Score: Raw -1676244.291837 + Penalty 4623.742068 = -1671620.549768
  nChanged 651
		SP:Iteration 5F (8783.910000 sec): 3 clusters
  Score: Raw -1676684.473322 + Penalty 4623.742068 = -1672060.731254
  nChanged 334
		SP:Iteration 6Q (8784.180000 sec): 3 clusters
  Score: Raw -1676846.793432 + Penalty 4623.742068 = -1672223.051364
  nChanged 189
		SP:Iteration 7Q (8784.400000 sec): 3 clusters
  Score: Raw -1676916.124858 + Penalty 4623.742068 = -1672292.382790
  nChanged 134
		SP:Iteration 8Q (8784.630000 sec): 3 clusters
  Score: Raw -1676960.733819 + Penalty 4623.742068 = -1672336.991750
  nChanged 92
		SP:Iteration 9Q (8784.830000 sec): 3 clusters
  Score: Raw -1676986.620800 + Penalty 4623.742068 = -1672362.878732
  nChanged 73
		SP:Iteration 10Q (8785.040000 sec): 3 clusters
  Score: Raw -1677005.221326 + Penalty 4623.742068 = -1672381.479258
  nChanged 62
		SP:Iteration 11Q (8785.270000 sec): 3 clusters
  Score: Raw -1677020.785660 + Penalty 4623.742068 = -1672397.043591
  nChanged 40
		SP:Iteration 12Q (8785.480000 sec): 3 clusters
  Score: Raw -1677031.203425 + Penalty 4623.742068 = -1672407.461356
  nChanged 36
		SP:Iteration 13Q (8785.730000 sec): 3 clusters
  Score: Raw -1677038.167308 + Penalty 4623.742068 = -1672414.425239
  nChanged 25
		SP:Iteration 14Q (8785.940000 sec): 3 clusters
  Score: Raw -1677043.062731 + Penalty 4623.742068 = -1672419.320663
  nChanged 23
		SP:Iteration 15Q (8786.160000 sec): 3 clusters
  Score: Raw -1677050.030714 + Penalty 4623.742068 = -1672426.288646
  nChanged 28
		SP:Iteration 16Q (8786.390000 sec): 3 clusters
  Score: Raw -1677056.636929 + Penalty 4623.742068 = -1672432.894860
  nChanged 39
		SP:Iteration 17Q (8786.670000 sec): 3 clusters
  Score: Raw -1677065.551455 + Penalty 4623.742068 = -1672441.809387
  nChanged 37
		SP:Iteration 18Q (8786.890000 sec): 3 clusters
  Score: Raw -1677074.890261 + Penalty 4623.742068 = -1672451.148193
  nChanged 42
		SP:Iteration 19Q (8787.090000 sec): 3 clusters
  Score: Raw -1677085.143315 + Penalty 4623.742068 = -1672461.401247
  nChanged 42
		SP:Iteration 20F (8787.330000 sec): 3 clusters
  Score: Raw -1677093.962495 + Penalty 4623.742068 = -1672470.220426
  nChanged 36
		SP:Iteration 21Q (8787.570000 sec): 3 clusters
  Score: Raw -1677102.185703 + Penalty 4623.742068 = -1672478.443634
  nChanged 35
		SP:Iteration 22Q (8787.800000 sec): 3 clusters
  Score: Raw -1677110.198920 + Penalty 4623.742068 = -1672486.456852
  nChanged 31
		SP:Iteration 23Q (8788.020000 sec): 3 clusters
  Score: Raw -1677117.652002 + Penalty 4623.742068 = -1672493.909934
  nChanged 38
		SP:Iteration 24Q (8788.250000 sec): 3 clusters
  Score: Raw -1677125.851884 + Penalty 4623.742068 = -1672502.109815
  nChanged 37
		SP:Iteration 25Q (8788.490000 sec): 3 clusters
  Score: Raw -1677132.946117 + Penalty 4623.742068 = -1672509.204049
  nChanged 33
		SP:Iteration 26Q (8788.690000 sec): 3 clusters
  Score: Raw -1677138.650472 + Penalty 4623.742068 = -1672514.908404
  nChanged 24
		SP:Iteration 27Q (8788.930000 sec): 3 clusters
  Score: Raw -1677142.411225 + Penalty 4623.742068 = -1672518.669157
  nChanged 23
		SP:Iteration 28Q (8789.150000 sec): 3 clusters
  Score: Raw -1677146.049572 + Penalty 4623.742068 = -1672522.307504
  nChanged 20
		SP:Iteration 29Q (8789.430000 sec): 3 clusters
  Score: Raw -1677149.699465 + Penalty 4623.742068 = -1672525.957396
  nChanged 23
		SP:Iteration 30Q (8789.640000 sec): 3 clusters
  Score: Raw -1677154.223405 + Penalty 4623.742068 = -1672530.481337
  nChanged 33
		SP:Iteration 31Q (8789.930000 sec): 3 clusters
  Score: Raw -1677161.555205 + Penalty 4623.742068 = -1672537.813136
  nChanged 33
		SP:Iteration 32Q (8790.160000 sec): 3 clusters
  Score: Raw -1677167.558645 + Penalty 4623.742068 = -1672543.816577
  nChanged 30
		SP:Iteration 33Q (8790.400000 sec): 3 clusters
  Score: Raw -1677173.387436 + Penalty 4623.742068 = -1672549.645367
  nChanged 34
		SP:Iteration 34Q (8790.630000 sec): 3 clusters
  Score: Raw -1677180.205425 + Penalty 4623.742068 = -1672556.463356
  nChanged 28
		SP:Iteration 35Q (8790.880000 sec): 3 clusters
  Score: Raw -1677185.717133 + Penalty 4623.742068 = -1672561.975064
  nChanged 32
		SP:Iteration 36Q (8791.130000 sec): 3 clusters
  Score: Raw -1677192.788372 + Penalty 4623.742068 = -1672569.046304
  nChanged 27
		SP:Iteration 37Q (8791.390000 sec): 3 clusters
  Score: Raw -1677197.388690 + Penalty 4623.742068 = -1672573.646622
  nChanged 28
		SP:Iteration 38Q (8791.590000 sec): 3 clusters
  Score: Raw -1677202.680901 + Penalty 4623.742068 = -1672578.938832
  nChanged 35
		SP:Iteration 39Q (8791.800000 sec): 3 clusters
  Score: Raw -1677209.438771 + Penalty 4623.742068 = -1672585.696702
  nChanged 35
		SP:Iteration 40F (8791.950000 sec): 3 clusters
  Score: Raw -1677216.681756 + Penalty 4623.742068 = -1672592.939688
  nChanged 32
		SP:Iteration 41Q (8792.110000 sec): 3 clusters
  Score: Raw -1677224.670095 + Penalty 4623.742068 = -1672600.928027
  nChanged 29
		SP:Iteration 42Q (8792.410000 sec): 3 clusters
  Score: Raw -1677231.273782 + Penalty 4623.742068 = -1672607.531714
  nChanged 31
		SP:Iteration 43Q (8792.610000 sec): 3 clusters
  Score: Raw -1677238.534700 + Penalty 4623.742068 = -1672614.792632
  nChanged 40
		SP:Iteration 44Q (8792.830000 sec): 3 clusters
  Score: Raw -1677246.809137 + Penalty 4623.742068 = -1672623.067069
  nChanged 39
		SP:Iteration 45Q (8793.160000 sec): 3 clusters
  Score: Raw -1677254.132929 + Penalty 4623.742068 = -1672630.390861
  nChanged 28
		SP:Iteration 46Q (8793.390000 sec): 3 clusters
  Score: Raw -1677260.017990 + Penalty 4623.742068 = -1672636.275922
  nChanged 38
		SP:Iteration 47Q (8793.690000 sec): 3 clusters
  Score: Raw -1677268.404959 + Penalty 4623.742068 = -1672644.662891
  nChanged 37
		SP:Iteration 48Q (8793.930000 sec): 3 clusters
  Score: Raw -1677278.486048 + Penalty 4623.742068 = -1672654.743979
  nChanged 37
		SP:Iteration 49Q (8794.230000 sec): 3 clusters
  Score: Raw -1677290.978964 + Penalty 4623.742068 = -1672667.236896
  nChanged 50
		SP:Iteration 50Q (8794.490000 sec): 3 clusters
  Score: Raw -1677305.305628 + Penalty 4623.742068 = -1672681.563559
  nChanged 40
		SP:Iteration 51Q (8794.780000 sec): 3 clusters
  Score: Raw -1677318.948336 + Penalty 4623.742068 = -1672695.206268
  nChanged 42
		SP:Iteration 52Q (8795.110000 sec): 3 clusters
  Score: Raw -1677333.655346 + Penalty 4623.742068 = -1672709.913278
  nChanged 67
		SP:Iteration 53Q (8795.380000 sec): 3 clusters
  Score: Raw -1677364.810439 + Penalty 4623.742068 = -1672741.068371
  nChanged 74
		SP:Iteration 54Q (8795.640000 sec): 3 clusters
  Score: Raw -1677399.654952 + Penalty 4623.742068 = -1672775.912884
  nChanged 86
		SP:Iteration 55Q (8795.950000 sec): 3 clusters
  Score: Raw -1677452.633924 + Penalty 4623.742068 = -1672828.891856
  nChanged 101
		SP:Iteration 56Q (8796.180000 sec): 3 clusters
  Score: Raw -1677527.105334 + Penalty 4623.742068 = -1672903.363266
  nChanged 113
		SP:Iteration 57Q (8796.470000 sec): 3 clusters
  Score: Raw -1677608.710076 + Penalty 4623.742068 = -1672984.968007
  nChanged 106
		SP:Iteration 58Q (8796.720000 sec): 3 clusters
  Score: Raw -1677673.270621 + Penalty 4623.742068 = -1673049.528553
  nChanged 91
		SP:Iteration 59Q (8796.990000 sec): 3 clusters
  Score: Raw -1677710.846293 + Penalty 4623.742068 = -1673087.104225
  nChanged 73
		SP:Iteration 60F (8797.230000 sec): 3 clusters
  Score: Raw -1677736.868581 + Penalty 4623.742068 = -1673113.126513
  nChanged 71
		SP:Iteration 61Q (8797.530000 sec): 3 clusters
  Score: Raw -1677757.034327 + Penalty 4623.742068 = -1673133.292258
  nChanged 54
		SP:Iteration 62Q (8797.800000 sec): 3 clusters
  Score: Raw -1677770.082976 + Penalty 4623.742068 = -1673146.340908
  nChanged 44
		SP:Iteration 63Q (8798.090000 sec): 3 clusters
  Score: Raw -1677780.413796 + Penalty 4623.742068 = -1673156.671727
  nChanged 49
		SP:Iteration 64Q (8798.290000 sec): 3 clusters
  Score: Raw -1677791.830268 + Penalty 4623.742068 = -1673168.088200
  nChanged 36
		SP:Iteration 65Q (8798.540000 sec): 3 clusters
  Score: Raw -1677802.285217 + Penalty 4623.742068 = -1673178.543149
  nChanged 32
		SP:Iteration 66Q (8798.760000 sec): 3 clusters
  Score: Raw -1677810.129397 + Penalty 4623.742068 = -1673186.387329
  nChanged 30
		SP:Iteration 67Q (8798.990000 sec): 3 clusters
  Score: Raw -1677816.620823 + Penalty 4623.742068 = -1673192.878755
  nChanged 21
		SP:Iteration 68Q (8799.300000 sec): 3 clusters
  Score: Raw -1677821.024619 + Penalty 4623.742068 = -1673197.282551
  nChanged 16
		SP:Iteration 69Q (8799.480000 sec): 3 clusters
  Score: Raw -1677824.292823 + Penalty 4623.742068 = -1673200.550755
  nChanged 14
		SP:Iteration 70Q (8799.760000 sec): 3 clusters
  Score: Raw -1677827.471783 + Penalty 4623.742068 = -1673203.729714
  nChanged 15
		SP:Iteration 71Q (8800.090000 sec): 3 clusters
  Score: Raw -1677830.251478 + Penalty 4623.742068 = -1673206.509410
  nChanged 11
		SP:Iteration 72Q (8800.390000 sec): 3 clusters
  Score: Raw -1677832.110844 + Penalty 4623.742068 = -1673208.368776
  nChanged 7
		SP:Iteration 73Q (8800.630000 sec): 3 clusters
  Score: Raw -1677833.338815 + Penalty 4623.742068 = -1673209.596746
  nChanged 8
		SP:Iteration 74Q (8801.000000 sec): 3 clusters
  Score: Raw -1677834.462393 + Penalty 4623.742068 = -1673210.720324
  nChanged 6
		SP:Iteration 75Q (8801.140000 sec): 3 clusters
  Score: Raw -1677835.469013 + Penalty 4623.742068 = -1673211.726944
  nChanged 2
		SP:Iteration 76Q (8801.380000 sec): 3 clusters
  Score: Raw -1677835.861772 + Penalty 4623.742068 = -1673212.119704
  nChanged 3
		SP:Iteration 77Q (8801.630000 sec): 3 clusters
  Score: Raw -1677836.723931 + Penalty 4623.742068 = -1673212.981862
  nChanged 5
		SP:Iteration 78Q (8801.870000 sec): 3 clusters
  Score: Raw -1677837.541008 + Penalty 4623.742068 = -1673213.798940
  nChanged 2
		SP:Iteration 79Q (8802.020000 sec): 3 clusters
  Score: Raw -1677837.934160 + Penalty 4623.742068 = -1673214.192092
  nChanged 1
		SP:Iteration 80F (8802.200000 sec): 3 clusters
  Score: Raw -1677838.067482 + Penalty 4623.742068 = -1673214.325413
  nChanged 1
		SP:Iteration 81Q (8802.420000 sec): 3 clusters
  Score: Raw -1677838.260918 + Penalty 4623.742068 = -1673214.518850
  nChanged 2
		SP:Iteration 82Q (8802.650000 sec): 3 clusters
  Score: Raw -1677838.529935 + Penalty 4623.742068 = -1673214.787867
  nChanged 0
		SP:Iteration 83F (8802.790000 sec): 3 clusters
  Score: Raw -1677838.529935 + Penalty 4623.742068 = -1673214.787867
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (40800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8803.170000 sec): 2 clusters
  Score: Raw -5902690.523023 + Penalty 2632.876465 = -5900057.646558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8803.650000 sec): 3 clusters
  Score: Raw -5877576.098103 + Penalty 5265.752931 = -5872310.345173
  nChanged 18749
		SP:Iteration 1F (8804.150000 sec): 3 clusters
  Score: Raw -5888759.770241 + Penalty 5265.752931 = -5883494.017310
  nChanged 2545
		SP:Iteration 2F (8804.590000 sec): 3 clusters
  Score: Raw -5890286.845401 + Penalty 5265.752931 = -5885021.092470
  nChanged 2814
		SP:Iteration 3F (8805.060000 sec): 3 clusters
  Score: Raw -5892228.081084 + Penalty 5265.752931 = -5886962.328153
  nChanged 2971
		SP:Iteration 4F (8805.560000 sec): 3 clusters
  Score: Raw -5894366.485765 + Penalty 5265.752931 = -5889100.732834
  nChanged 2758
		SP:Iteration 5F (8806.050000 sec): 3 clusters
  Score: Raw -5896278.127882 + Penalty 5265.752931 = -5891012.374951
  nChanged 2453
		SP:Iteration 6F (8806.530000 sec): 3 clusters
  Score: Raw -5897854.953805 + Penalty 5265.752931 = -5892589.200874
  nChanged 2038
		SP:Iteration 7Q (8807.040000 sec): 3 clusters
  Score: Raw -5899106.215666 + Penalty 5265.752931 = -5893840.462735
  nChanged 1715
		SP:Iteration 8Q (8807.590000 sec): 3 clusters
  Score: Raw -5900082.430226 + Penalty 5265.752931 = -5894816.677295
  nChanged 1351
		SP:Iteration 9Q (8808.100000 sec): 3 clusters
  Score: Raw -5900774.545222 + Penalty 5265.752931 = -5895508.792292
  nChanged 1136
		SP:Iteration 10Q (8808.580000 sec): 3 clusters
  Score: Raw -5901330.096055 + Penalty 5265.752931 = -5896064.343125
  nChanged 1009
		SP:Iteration 11Q (8809.050000 sec): 3 clusters
  Score: Raw -5901798.429961 + Penalty 5265.752931 = -5896532.677031
  nChanged 876
		SP:Iteration 12Q (8809.470000 sec): 3 clusters
  Score: Raw -5902204.030807 + Penalty 5265.752931 = -5896938.277876
  nChanged 819
		SP:Iteration 13Q (8809.950000 sec): 3 clusters
  Score: Raw -5902577.241461 + Penalty 5265.752931 = -5897311.488531
  nChanged 784
		SP:Iteration 14Q (8810.450000 sec): 3 clusters
  Score: Raw -5902935.349032 + Penalty 5265.752931 = -5897669.596101
  nChanged 724
		SP:Iteration 15Q (8810.960000 sec): 3 clusters
  Score: Raw -5903228.618532 + Penalty 5265.752931 = -5897962.865601
  nChanged 623
		SP:Iteration 16Q (8811.460000 sec): 3 clusters
  Score: Raw -5903444.209168 + Penalty 5265.752931 = -5898178.456237
  nChanged 535
		SP:Iteration 17Q (8811.950000 sec): 3 clusters
  Score: Raw -5903623.110761 + Penalty 5265.752931 = -5898357.357830
  nChanged 523
		SP:Iteration 18Q (8812.430000 sec): 3 clusters
  Score: Raw -5903787.597404 + Penalty 5265.752931 = -5898521.844473
  nChanged 455
		SP:Iteration 19Q (8812.880000 sec): 3 clusters
  Score: Raw -5903916.957779 + Penalty 5265.752931 = -5898651.204848
  nChanged 389
		SP:Iteration 20F (8813.310000 sec): 3 clusters
  Score: Raw -5904010.870231 + Penalty 5265.752931 = -5898745.117300
  nChanged 322
		SP:Iteration 21Q (8813.810000 sec): 3 clusters
  Score: Raw -5904072.024156 + Penalty 5265.752931 = -5898806.271225
  nChanged 266
		SP:Iteration 22Q (8814.270000 sec): 3 clusters
  Score: Raw -5904118.262621 + Penalty 5265.752931 = -5898852.509690
  nChanged 233
		SP:Iteration 23Q (8814.740000 sec): 3 clusters
  Score: Raw -5904153.562363 + Penalty 5265.752931 = -5898887.809432
  nChanged 191
		SP:Iteration 24Q (8815.240000 sec): 3 clusters
  Score: Raw -5904180.449643 + Penalty 5265.752931 = -5898914.696712
  nChanged 142
		SP:Iteration 25Q (8815.730000 sec): 3 clusters
  Score: Raw -5904197.047571 + Penalty 5265.752931 = -5898931.294640
  nChanged 130
		SP:Iteration 26Q (8816.180000 sec): 3 clusters
  Score: Raw -5904210.751852 + Penalty 5265.752931 = -5898944.998921
  nChanged 130
		SP:Iteration 27Q (8816.640000 sec): 3 clusters
  Score: Raw -5904224.577424 + Penalty 5265.752931 = -5898958.824493
  nChanged 89
		SP:Iteration 28Q (8817.090000 sec): 3 clusters
  Score: Raw -5904233.271571 + Penalty 5265.752931 = -5898967.518640
  nChanged 82
		SP:Iteration 29Q (8817.580000 sec): 3 clusters
  Score: Raw -5904241.602900 + Penalty 5265.752931 = -5898975.849969
  nChanged 83
		SP:Iteration 30Q (8818.060000 sec): 3 clusters
  Score: Raw -5904249.524366 + Penalty 5265.752931 = -5898983.771435
  nChanged 90
		SP:Iteration 31Q (8818.560000 sec): 3 clusters
  Score: Raw -5904258.809647 + Penalty 5265.752931 = -5898993.056716
  nChanged 102
		SP:Iteration 32Q (8819.020000 sec): 3 clusters
  Score: Raw -5904269.435745 + Penalty 5265.752931 = -5899003.682815
  nChanged 104
		SP:Iteration 33Q (8819.520000 sec): 3 clusters
  Score: Raw -5904279.894419 + Penalty 5265.752931 = -5899014.141488
  nChanged 93
		SP:Iteration 34Q (8819.980000 sec): 3 clusters
  Score: Raw -5904288.174007 + Penalty 5265.752931 = -5899022.421076
  nChanged 80
		SP:Iteration 35Q (8820.490000 sec): 3 clusters
  Score: Raw -5904294.730839 + Penalty 5265.752931 = -5899028.977908
  nChanged 72
		SP:Iteration 36Q (8821.000000 sec): 3 clusters
  Score: Raw -5904301.781219 + Penalty 5265.752931 = -5899036.028288
  nChanged 75
		SP:Iteration 37Q (8821.510000 sec): 3 clusters
  Score: Raw -5904309.231739 + Penalty 5265.752931 = -5899043.478808
  nChanged 67
		SP:Iteration 38Q (8822.010000 sec): 3 clusters
  Score: Raw -5904315.246558 + Penalty 5265.752931 = -5899049.493627
  nChanged 69
		SP:Iteration 39Q (8822.520000 sec): 3 clusters
  Score: Raw -5904320.692115 + Penalty 5265.752931 = -5899054.939184
  nChanged 57
		SP:Iteration 40F (8823.080000 sec): 3 clusters
  Score: Raw -5904325.350602 + Penalty 5265.752931 = -5899059.597671
  nChanged 54
		SP:Iteration 41Q (8823.540000 sec): 3 clusters
  Score: Raw -5904329.097315 + Penalty 5265.752931 = -5899063.344385
  nChanged 54
		SP:Iteration 42Q (8824.060000 sec): 3 clusters
  Score: Raw -5904332.444171 + Penalty 5265.752931 = -5899066.691240
  nChanged 50
		SP:Iteration 43Q (8824.570000 sec): 3 clusters
  Score: Raw -5904335.974137 + Penalty 5265.752931 = -5899070.221207
  nChanged 56
		SP:Iteration 44Q (8825.080000 sec): 3 clusters
  Score: Raw -5904340.049147 + Penalty 5265.752931 = -5899074.296216
  nChanged 45
		SP:Iteration 45Q (8825.590000 sec): 3 clusters
  Score: Raw -5904343.408665 + Penalty 5265.752931 = -5899077.655734
  nChanged 41
		SP:Iteration 46Q (8826.100000 sec): 3 clusters
  Score: Raw -5904346.347130 + Penalty 5265.752931 = -5899080.594199
  nChanged 41
		SP:Iteration 47Q (8826.610000 sec): 3 clusters
  Score: Raw -5904349.780245 + Penalty 5265.752931 = -5899084.027314
  nChanged 50
		SP:Iteration 48Q (8827.120000 sec): 3 clusters
  Score: Raw -5904353.961056 + Penalty 5265.752931 = -5899088.208125
  nChanged 57
		SP:Iteration 49Q (8827.630000 sec): 3 clusters
  Score: Raw -5904358.035697 + Penalty 5265.752931 = -5899092.282766
  nChanged 51
		SP:Iteration 50Q (8828.140000 sec): 3 clusters
  Score: Raw -5904362.630095 + Penalty 5265.752931 = -5899096.877164
  nChanged 53
		SP:Iteration 51Q (8828.650000 sec): 3 clusters
  Score: Raw -5904367.320355 + Penalty 5265.752931 = -5899101.567424
  nChanged 54
		SP:Iteration 52Q (8829.160000 sec): 3 clusters
  Score: Raw -5904371.329322 + Penalty 5265.752931 = -5899105.576391
  nChanged 50
		SP:Iteration 53Q (8829.670000 sec): 3 clusters
  Score: Raw -5904375.142762 + Penalty 5265.752931 = -5899109.389831
  nChanged 47
		SP:Iteration 54Q (8830.180000 sec): 3 clusters
  Score: Raw -5904378.680111 + Penalty 5265.752931 = -5899112.927180
  nChanged 48
		SP:Iteration 55Q (8830.680000 sec): 3 clusters
  Score: Raw -5904382.244240 + Penalty 5265.752931 = -5899116.491310
  nChanged 43
		SP:Iteration 56Q (8831.180000 sec): 3 clusters
  Score: Raw -5904385.348853 + Penalty 5265.752931 = -5899119.595923
  nChanged 38
		SP:Iteration 57Q (8831.690000 sec): 3 clusters
  Score: Raw -5904387.696992 + Penalty 5265.752931 = -5899121.944061
  nChanged 41
		SP:Iteration 58Q (8832.200000 sec): 3 clusters
  Score: Raw -5904390.237834 + Penalty 5265.752931 = -5899124.484903
  nChanged 29
		SP:Iteration 59Q (8832.710000 sec): 3 clusters
  Score: Raw -5904391.943335 + Penalty 5265.752931 = -5899126.190405
  nChanged 25
		SP:Iteration 60F (8833.220000 sec): 3 clusters
  Score: Raw -5904393.236426 + Penalty 5265.752931 = -5899127.483496
  nChanged 16
		SP:Iteration 61Q (8833.770000 sec): 3 clusters
  Score: Raw -5904394.245153 + Penalty 5265.752931 = -5899128.492222
  nChanged 12
		SP:Iteration 62Q (8834.270000 sec): 3 clusters
  Score: Raw -5904395.015901 + Penalty 5265.752931 = -5899129.262971
  nChanged 13
		SP:Iteration 63Q (8834.720000 sec): 3 clusters
  Score: Raw -5904396.130356 + Penalty 5265.752931 = -5899130.377425
  nChanged 22
		SP:Iteration 64Q (8835.170000 sec): 3 clusters
  Score: Raw -5904397.918804 + Penalty 5265.752931 = -5899132.165873
  nChanged 28
		SP:Iteration 65Q (8835.660000 sec): 3 clusters
  Score: Raw -5904399.333626 + Penalty 5265.752931 = -5899133.580695
  nChanged 21
		SP:Iteration 66Q (8836.110000 sec): 3 clusters
  Score: Raw -5904400.570737 + Penalty 5265.752931 = -5899134.817807
  nChanged 21
		SP:Iteration 67Q (8836.640000 sec): 3 clusters
  Score: Raw -5904401.898614 + Penalty 5265.752931 = -5899136.145683
  nChanged 24
		SP:Iteration 68Q (8837.110000 sec): 3 clusters
  Score: Raw -5904403.610629 + Penalty 5265.752931 = -5899137.857699
  nChanged 25
		SP:Iteration 69Q (8837.500000 sec): 3 clusters
  Score: Raw -5904405.385470 + Penalty 5265.752931 = -5899139.632539
  nChanged 23
		SP:Iteration 70Q (8837.930000 sec): 3 clusters
  Score: Raw -5904406.909599 + Penalty 5265.752931 = -5899141.156668
  nChanged 29
		SP:Iteration 71Q (8838.370000 sec): 3 clusters
  Score: Raw -5904409.127236 + Penalty 5265.752931 = -5899143.374305
  nChanged 34
		SP:Iteration 72Q (8838.860000 sec): 3 clusters
  Score: Raw -5904411.405151 + Penalty 5265.752931 = -5899145.652221
  nChanged 36
		SP:Iteration 73Q (8839.330000 sec): 3 clusters
  Score: Raw -5904413.618372 + Penalty 5265.752931 = -5899147.865441
  nChanged 28
		SP:Iteration 74Q (8839.780000 sec): 3 clusters
  Score: Raw -5904415.283910 + Penalty 5265.752931 = -5899149.530979
  nChanged 24
		SP:Iteration 75Q (8840.270000 sec): 3 clusters
  Score: Raw -5904416.897510 + Penalty 5265.752931 = -5899151.144580
  nChanged 21
		SP:Iteration 76Q (8840.620000 sec): 3 clusters
  Score: Raw -5904418.582793 + Penalty 5265.752931 = -5899152.829862
  nChanged 25
		SP:Iteration 77Q (8841.100000 sec): 3 clusters
  Score: Raw -5904420.258626 + Penalty 5265.752931 = -5899154.505695
  nChanged 25
		SP:Iteration 78Q (8841.630000 sec): 3 clusters
  Score: Raw -5904421.414406 + Penalty 5265.752931 = -5899155.661475
  nChanged 26
		SP:Iteration 79Q (8842.120000 sec): 3 clusters
  Score: Raw -5904422.420210 + Penalty 5265.752931 = -5899156.667279
  nChanged 11
		SP:Iteration 80F (8842.510000 sec): 3 clusters
  Score: Raw -5904423.202203 + Penalty 5265.752931 = -5899157.449273
  nChanged 17
		SP:Iteration 81Q (8842.990000 sec): 3 clusters
  Score: Raw -5904424.527606 + Penalty 5265.752931 = -5899158.774675
  nChanged 17
		SP:Iteration 82Q (8843.420000 sec): 3 clusters
  Score: Raw -5904425.534684 + Penalty 5265.752931 = -5899159.781753
  nChanged 16
		SP:Iteration 83Q (8843.890000 sec): 3 clusters
  Score: Raw -5904426.202024 + Penalty 5265.752931 = -5899160.449093
  nChanged 9
		SP:Iteration 84Q (8844.390000 sec): 3 clusters
  Score: Raw -5904426.583977 + Penalty 5265.752931 = -5899160.831047
  nChanged 4
		SP:Iteration 85Q (8844.840000 sec): 3 clusters
  Score: Raw -5904426.670737 + Penalty 5265.752931 = -5899160.917806
  nChanged 1
		SP:Iteration 86Q (8845.330000 sec): 3 clusters
  Score: Raw -5904426.698496 + Penalty 5265.752931 = -5899160.945565
  nChanged 1
		SP:Iteration 87Q (8845.780000 sec): 3 clusters
  Score: Raw -5904426.721528 + Penalty 5265.752931 = -5899160.968597
  nChanged 2
		SP:Iteration 88Q (8846.290000 sec): 3 clusters
  Score: Raw -5904426.779417 + Penalty 5265.752931 = -5899161.026486
  nChanged 1
		SP:Iteration 89Q (8846.730000 sec): 3 clusters
  Score: Raw -5904426.803889 + Penalty 5265.752931 = -5899161.050959
  nChanged 1
		SP:Iteration 90Q (8847.160000 sec): 3 clusters
  Score: Raw -5904426.852085 + Penalty 5265.752931 = -5899161.099154
  nChanged 1
		SP:Iteration 91Q (8847.650000 sec): 3 clusters
  Score: Raw -5904426.900952 + Penalty 5265.752931 = -5899161.148021
  nChanged 0
		SP:Iteration 92F (8848.140000 sec): 3 clusters
  Score: Raw -5904426.900952 + Penalty 5265.752931 = -5899161.148021
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (29733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8848.410000 sec): 2 clusters
  Score: Raw -4629387.863071 + Penalty 2554.403179 = -4626833.459892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8848.810000 sec): 3 clusters
  Score: Raw -4611774.372224 + Penalty 5108.806358 = -4606665.565866
  nChanged 13271
		SP:Iteration 1F (8849.180000 sec): 3 clusters
  Score: Raw -4618719.766136 + Penalty 5108.806358 = -4613610.959777
  nChanged 1542
		SP:Iteration 2F (8849.560000 sec): 3 clusters
  Score: Raw -4619440.902690 + Penalty 5108.806358 = -4614332.096332
  nChanged 1670
		SP:Iteration 3F (8849.980000 sec): 3 clusters
  Score: Raw -4620443.969997 + Penalty 5108.806358 = -4615335.163639
  nChanged 1814
		SP:Iteration 4F (8850.340000 sec): 3 clusters
  Score: Raw -4621641.360289 + Penalty 5108.806358 = -4616532.553931
  nChanged 1873
		SP:Iteration 5F (8850.710000 sec): 3 clusters
  Score: Raw -4622963.586979 + Penalty 5108.806358 = -4617854.780621
  nChanged 1902
		SP:Iteration 6F (8851.130000 sec): 3 clusters
  Score: Raw -4624203.245751 + Penalty 5108.806358 = -4619094.439393
  nChanged 1820
		SP:Iteration 7F (8851.530000 sec): 3 clusters
  Score: Raw -4625410.603358 + Penalty 5108.806358 = -4620301.797000
  nChanged 1670
		SP:Iteration 8F (8851.920000 sec): 3 clusters
  Score: Raw -4626537.509769 + Penalty 5108.806358 = -4621428.703411
  nChanged 1441
		SP:Iteration 9Q (8852.280000 sec): 3 clusters
  Score: Raw -4627552.150809 + Penalty 5108.806358 = -4622443.344450
  nChanged 1241
		SP:Iteration 10Q (8852.640000 sec): 3 clusters
  Score: Raw -4628472.496380 + Penalty 5108.806358 = -4623363.690021
  nChanged 1023
		SP:Iteration 11Q (8852.960000 sec): 3 clusters
  Score: Raw -4629093.825480 + Penalty 5108.806358 = -4623985.019121
  nChanged 793
		SP:Iteration 12Q (8853.340000 sec): 3 clusters
  Score: Raw -4629432.072322 + Penalty 5108.806358 = -4624323.265964
  nChanged 618
		SP:Iteration 13Q (8853.710000 sec): 3 clusters
  Score: Raw -4629631.849535 + Penalty 5108.806358 = -4624523.043177
  nChanged 459
		SP:Iteration 14Q (8854.080000 sec): 3 clusters
  Score: Raw -4629752.551903 + Penalty 5108.806358 = -4624643.745544
  nChanged 396
		SP:Iteration 15Q (8854.450000 sec): 3 clusters
  Score: Raw -4629853.650030 + Penalty 5108.806358 = -4624744.843672
  nChanged 391
		SP:Iteration 16Q (8854.840000 sec): 3 clusters
  Score: Raw -4629958.769525 + Penalty 5108.806358 = -4624849.963167
  nChanged 414
		SP:Iteration 17Q (8855.190000 sec): 3 clusters
  Score: Raw -4630075.565061 + Penalty 5108.806358 = -4624966.758702
  nChanged 457
		SP:Iteration 18Q (8855.600000 sec): 3 clusters
  Score: Raw -4630212.472212 + Penalty 5108.806358 = -4625103.665854
  nChanged 451
		SP:Iteration 19Q (8855.990000 sec): 3 clusters
  Score: Raw -4630363.522808 + Penalty 5108.806358 = -4625254.716450
  nChanged 512
		SP:Iteration 20F (8856.410000 sec): 3 clusters
  Score: Raw -4630557.781336 + Penalty 5108.806358 = -4625448.974978
  nChanged 521
		SP:Iteration 21Q (8856.800000 sec): 3 clusters
  Score: Raw -4630768.422297 + Penalty 5108.806358 = -4625659.615939
  nChanged 499
		SP:Iteration 22Q (8857.190000 sec): 3 clusters
  Score: Raw -4630972.417087 + Penalty 5108.806358 = -4625863.610729
  nChanged 429
		SP:Iteration 23Q (8857.600000 sec): 3 clusters
  Score: Raw -4631147.196823 + Penalty 5108.806358 = -4626038.390465
  nChanged 394
		SP:Iteration 24Q (8857.990000 sec): 3 clusters
  Score: Raw -4631306.033925 + Penalty 5108.806358 = -4626197.227566
  nChanged 346
		SP:Iteration 25Q (8858.400000 sec): 3 clusters
  Score: Raw -4631433.753494 + Penalty 5108.806358 = -4626324.947136
  nChanged 274
		SP:Iteration 26Q (8858.760000 sec): 3 clusters
  Score: Raw -4631527.839069 + Penalty 5108.806358 = -4626419.032711
  nChanged 214
		SP:Iteration 27Q (8859.140000 sec): 3 clusters
  Score: Raw -4631593.114444 + Penalty 5108.806358 = -4626484.308086
  nChanged 150
		SP:Iteration 28Q (8859.480000 sec): 3 clusters
  Score: Raw -4631632.908347 + Penalty 5108.806358 = -4626524.101989
  nChanged 103
		SP:Iteration 29Q (8859.860000 sec): 3 clusters
  Score: Raw -4631655.079075 + Penalty 5108.806358 = -4626546.272716
  nChanged 62
		SP:Iteration 30Q (8860.200000 sec): 3 clusters
  Score: Raw -4631667.362622 + Penalty 5108.806358 = -4626558.556263
  nChanged 40
		SP:Iteration 31Q (8860.520000 sec): 3 clusters
  Score: Raw -4631674.021411 + Penalty 5108.806358 = -4626565.215053
  nChanged 28
		SP:Iteration 32Q (8860.870000 sec): 3 clusters
  Score: Raw -4631679.818126 + Penalty 5108.806358 = -4626571.011767
  nChanged 29
		SP:Iteration 33Q (8861.280000 sec): 3 clusters
  Score: Raw -4631685.106135 + Penalty 5108.806358 = -4626576.299777
  nChanged 26
		SP:Iteration 34Q (8861.660000 sec): 3 clusters
  Score: Raw -4631689.800473 + Penalty 5108.806358 = -4626580.994115
  nChanged 21
		SP:Iteration 35Q (8862.020000 sec): 3 clusters
  Score: Raw -4631694.614511 + Penalty 5108.806358 = -4626585.808153
  nChanged 18
		SP:Iteration 36Q (8862.420000 sec): 3 clusters
  Score: Raw -4631697.862851 + Penalty 5108.806358 = -4626589.056493
  nChanged 8
		SP:Iteration 37Q (8862.840000 sec): 3 clusters
  Score: Raw -4631699.536632 + Penalty 5108.806358 = -4626590.730274
  nChanged 5
		SP:Iteration 38Q (8863.300000 sec): 3 clusters
  Score: Raw -4631701.075952 + Penalty 5108.806358 = -4626592.269594
  nChanged 10
		SP:Iteration 39Q (8863.680000 sec): 3 clusters
  Score: Raw -4631702.638928 + Penalty 5108.806358 = -4626593.832569
  nChanged 7
		SP:Iteration 40F (8864.000000 sec): 3 clusters
  Score: Raw -4631703.663672 + Penalty 5108.806358 = -4626594.857314
  nChanged 5
		SP:Iteration 41Q (8864.420000 sec): 3 clusters
  Score: Raw -4631704.706727 + Penalty 5108.806358 = -4626595.900369
  nChanged 5
		SP:Iteration 42Q (8864.770000 sec): 3 clusters
  Score: Raw -4631705.412839 + Penalty 5108.806358 = -4626596.606480
  nChanged 7
		SP:Iteration 43Q (8865.100000 sec): 3 clusters
  Score: Raw -4631706.735033 + Penalty 5108.806358 = -4626597.928674
  nChanged 7
		SP:Iteration 44Q (8865.500000 sec): 3 clusters
  Score: Raw -4631707.586096 + Penalty 5108.806358 = -4626598.779738
  nChanged 2
		SP:Iteration 45Q (8865.870000 sec): 3 clusters
  Score: Raw -4631707.960401 + Penalty 5108.806358 = -4626599.154043
  nChanged 1
		SP:Iteration 46Q (8866.250000 sec): 3 clusters
  Score: Raw -4631708.076745 + Penalty 5108.806358 = -4626599.270387
  nChanged 1
		SP:Iteration 47Q (8866.600000 sec): 3 clusters
  Score: Raw -4631708.165954 + Penalty 5108.806358 = -4626599.359595
  nChanged 0
		SP:Iteration 48F (8867.010000 sec): 3 clusters
  Score: Raw -4631708.165954 + Penalty 5108.806358 = -4626599.359595
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (17447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8867.220000 sec): 2 clusters
  Score: Raw -2668484.602153 + Penalty 2422.196902 = -2666062.405250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8867.510000 sec): 3 clusters
  Score: Raw -2658413.715775 + Penalty 4844.393805 = -2653569.321971
  nChanged 7681
		SP:Iteration 1F (8867.840000 sec): 3 clusters
  Score: Raw -2663062.511244 + Penalty 4844.393805 = -2658218.117439
  nChanged 1345
		SP:Iteration 2F (8868.140000 sec): 3 clusters
  Score: Raw -2664129.720327 + Penalty 4844.393805 = -2659285.326523
  nChanged 1454
		SP:Iteration 3F (8868.500000 sec): 3 clusters
  Score: Raw -2665681.894102 + Penalty 4844.393805 = -2660837.500298
  nChanged 1549
		SP:Iteration 4F (8868.840000 sec): 3 clusters
  Score: Raw -2667421.626364 + Penalty 4844.393805 = -2662577.232560
  nChanged 1353
		SP:Iteration 5F (8869.030000 sec): 3 clusters
  Score: Raw -2668716.543507 + Penalty 4844.393805 = -2663872.149703
  nChanged 966
		SP:Iteration 6F (8869.290000 sec): 3 clusters
  Score: Raw -2669406.675615 + Penalty 4844.393805 = -2664562.281811
  nChanged 631
		SP:Iteration 7Q (8869.640000 sec): 3 clusters
  Score: Raw -2669735.897861 + Penalty 4844.393805 = -2664891.504056
  nChanged 399
		SP:Iteration 8Q (8869.940000 sec): 3 clusters
  Score: Raw -2669905.961859 + Penalty 4844.393805 = -2665061.568055
  nChanged 283
		SP:Iteration 9Q (8870.270000 sec): 3 clusters
  Score: Raw -2670009.237513 + Penalty 4844.393805 = -2665164.843709
  nChanged 202
		SP:Iteration 10Q (8870.620000 sec): 3 clusters
  Score: Raw -2670081.601477 + Penalty 4844.393805 = -2665237.207673
  nChanged 147
		SP:Iteration 11Q (8870.990000 sec): 3 clusters
  Score: Raw -2670131.009346 + Penalty 4844.393805 = -2665286.615541
  nChanged 125
		SP:Iteration 12Q (8871.310000 sec): 3 clusters
  Score: Raw -2670165.091820 + Penalty 4844.393805 = -2665320.698015
  nChanged 98
		SP:Iteration 13Q (8871.660000 sec): 3 clusters
  Score: Raw -2670186.436042 + Penalty 4844.393805 = -2665342.042237
  nChanged 89
		SP:Iteration 14Q (8871.970000 sec): 3 clusters
  Score: Raw -2670208.428145 + Penalty 4844.393805 = -2665364.034341
  nChanged 70
		SP:Iteration 15Q (8872.290000 sec): 3 clusters
  Score: Raw -2670227.506428 + Penalty 4844.393805 = -2665383.112623
  nChanged 70
		SP:Iteration 16Q (8872.600000 sec): 3 clusters
  Score: Raw -2670242.317461 + Penalty 4844.393805 = -2665397.923656
  nChanged 57
		SP:Iteration 17Q (8872.910000 sec): 3 clusters
  Score: Raw -2670252.503502 + Penalty 4844.393805 = -2665408.109698
  nChanged 54
		SP:Iteration 18Q (8873.250000 sec): 3 clusters
  Score: Raw -2670263.423578 + Penalty 4844.393805 = -2665419.029774
  nChanged 53
		SP:Iteration 19Q (8873.550000 sec): 3 clusters
  Score: Raw -2670272.170448 + Penalty 4844.393805 = -2665427.776644
  nChanged 46
		SP:Iteration 20F (8873.870000 sec): 3 clusters
  Score: Raw -2670278.746018 + Penalty 4844.393805 = -2665434.352214
  nChanged 37
		SP:Iteration 21Q (8874.200000 sec): 3 clusters
  Score: Raw -2670283.704194 + Penalty 4844.393805 = -2665439.310390
  nChanged 30
		SP:Iteration 22Q (8874.560000 sec): 3 clusters
  Score: Raw -2670288.961009 + Penalty 4844.393805 = -2665444.567205
  nChanged 32
		SP:Iteration 23Q (8874.830000 sec): 3 clusters
  Score: Raw -2670295.054732 + Penalty 4844.393805 = -2665450.660927
  nChanged 29
		SP:Iteration 24Q (8875.190000 sec): 3 clusters
  Score: Raw -2670300.705701 + Penalty 4844.393805 = -2665456.311897
  nChanged 36
		SP:Iteration 25Q (8875.520000 sec): 3 clusters
  Score: Raw -2670305.829989 + Penalty 4844.393805 = -2665461.436184
  nChanged 30
		SP:Iteration 26Q (8875.850000 sec): 3 clusters
  Score: Raw -2670309.563204 + Penalty 4844.393805 = -2665465.169400
  nChanged 33
		SP:Iteration 27Q (8876.110000 sec): 3 clusters
  Score: Raw -2670313.757454 + Penalty 4844.393805 = -2665469.363649
  nChanged 24
		SP:Iteration 28Q (8876.450000 sec): 3 clusters
  Score: Raw -2670316.609581 + Penalty 4844.393805 = -2665472.215776
  nChanged 21
		SP:Iteration 29Q (8876.730000 sec): 3 clusters
  Score: Raw -2670319.050600 + Penalty 4844.393805 = -2665474.656796
  nChanged 17
		SP:Iteration 30Q (8877.010000 sec): 3 clusters
  Score: Raw -2670321.631650 + Penalty 4844.393805 = -2665477.237845
  nChanged 21
		SP:Iteration 31Q (8877.250000 sec): 3 clusters
  Score: Raw -2670323.617007 + Penalty 4844.393805 = -2665479.223202
  nChanged 14
		SP:Iteration 32Q (8877.570000 sec): 3 clusters
  Score: Raw -2670325.288362 + Penalty 4844.393805 = -2665480.894558
  nChanged 9
		SP:Iteration 33Q (8877.780000 sec): 3 clusters
  Score: Raw -2670326.395216 + Penalty 4844.393805 = -2665482.001411
  nChanged 5
		SP:Iteration 34Q (8878.100000 sec): 3 clusters
  Score: Raw -2670326.915232 + Penalty 4844.393805 = -2665482.521427
  nChanged 8
		SP:Iteration 35Q (8878.380000 sec): 3 clusters
  Score: Raw -2670327.764784 + Penalty 4844.393805 = -2665483.370980
  nChanged 8
		SP:Iteration 36Q (8878.600000 sec): 3 clusters
  Score: Raw -2670328.738893 + Penalty 4844.393805 = -2665484.345088
  nChanged 8
		SP:Iteration 37Q (8878.920000 sec): 3 clusters
  Score: Raw -2670329.807335 + Penalty 4844.393805 = -2665485.413530
  nChanged 3
		SP:Iteration 38Q (8879.160000 sec): 3 clusters
  Score: Raw -2670330.162738 + Penalty 4844.393805 = -2665485.768933
  nChanged 3
		SP:Iteration 39Q (8879.430000 sec): 3 clusters
  Score: Raw -2670330.385555 + Penalty 4844.393805 = -2665485.991750
  nChanged 6
		SP:Iteration 40F (8879.770000 sec): 3 clusters
  Score: Raw -2670331.055894 + Penalty 4844.393805 = -2665486.662089
  nChanged 6
		SP:Iteration 41Q (8880.050000 sec): 3 clusters
  Score: Raw -2670331.691609 + Penalty 4844.393805 = -2665487.297804
  nChanged 3
		SP:Iteration 42Q (8880.330000 sec): 3 clusters
  Score: Raw -2670331.893390 + Penalty 4844.393805 = -2665487.499585
  nChanged 1
		SP:Iteration 43Q (8880.620000 sec): 3 clusters
  Score: Raw -2670331.937348 + Penalty 4844.393805 = -2665487.543544
  nChanged 2
		SP:Iteration 44Q (8880.900000 sec): 3 clusters
  Score: Raw -2670332.116506 + Penalty 4844.393805 = -2665487.722701
  nChanged 5
		SP:Iteration 45Q (8881.170000 sec): 3 clusters
  Score: Raw -2670332.510783 + Penalty 4844.393805 = -2665488.116978
  nChanged 11
		SP:Iteration 46Q (8881.430000 sec): 3 clusters
  Score: Raw -2670333.756389 + Penalty 4844.393805 = -2665489.362585
  nChanged 10
		SP:Iteration 47Q (8881.700000 sec): 3 clusters
  Score: Raw -2670334.740393 + Penalty 4844.393805 = -2665490.346588
  nChanged 11
		SP:Iteration 48Q (8881.970000 sec): 3 clusters
  Score: Raw -2670336.017066 + Penalty 4844.393805 = -2665491.623261
  nChanged 13
		SP:Iteration 49Q (8882.240000 sec): 3 clusters
  Score: Raw -2670337.367335 + Penalty 4844.393805 = -2665492.973531
  nChanged 12
		SP:Iteration 50Q (8882.510000 sec): 3 clusters
  Score: Raw -2670338.318509 + Penalty 4844.393805 = -2665493.924704
  nChanged 9
		SP:Iteration 51Q (8882.830000 sec): 3 clusters
  Score: Raw -2670338.862597 + Penalty 4844.393805 = -2665494.468792
  nChanged 6
		SP:Iteration 52Q (8883.110000 sec): 3 clusters
  Score: Raw -2670339.261215 + Penalty 4844.393805 = -2665494.867410
  nChanged 6
		SP:Iteration 53Q (8883.340000 sec): 3 clusters
  Score: Raw -2670339.751131 + Penalty 4844.393805 = -2665495.357326
  nChanged 8
		SP:Iteration 54Q (8883.650000 sec): 3 clusters
  Score: Raw -2670340.521693 + Penalty 4844.393805 = -2665496.127888
  nChanged 3
		SP:Iteration 55Q (8883.910000 sec): 3 clusters
  Score: Raw -2670340.705039 + Penalty 4844.393805 = -2665496.311235
  nChanged 3
		SP:Iteration 56Q (8884.140000 sec): 3 clusters
  Score: Raw -2670340.929581 + Penalty 4844.393805 = -2665496.535776
  nChanged 4
		SP:Iteration 57Q (8884.450000 sec): 3 clusters
  Score: Raw -2670341.214544 + Penalty 4844.393805 = -2665496.820740
  nChanged 0
		SP:Iteration 58F (8884.780000 sec): 3 clusters
  Score: Raw -2670341.214544 + Penalty 4844.393805 = -2665496.820740
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (261198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8886.270000 sec): 2 clusters
  Score: Raw -40211547.007018 + Penalty 3093.312437 = -40208453.694581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8888.450000 sec): 3 clusters
  Score: Raw -40039310.730850 + Penalty 6186.624874 = -40033124.105976
  nChanged 126384
		SP:Iteration 1F (8890.730000 sec): 3 clusters
  Score: Raw -40117455.601048 + Penalty 6186.624874 = -40111268.976174
  nChanged 11874
		SP:Iteration 2Q (8892.650000 sec): 3 clusters
  Score: Raw -40122297.594927 + Penalty 6186.624874 = -40116110.970053
  nChanged 13943
		SP:Iteration 3F (8894.530000 sec): 3 clusters
  Score: Raw -40129206.835511 + Penalty 6186.624874 = -40123020.210638
  nChanged 15851
		SP:Iteration 4F (8896.430000 sec): 3 clusters
  Score: Raw -40138144.079498 + Penalty 6186.624874 = -40131957.454625
  nChanged 16592
		SP:Iteration 5F (8898.890000 sec): 3 clusters
  Score: Raw -40147594.453038 + Penalty 6186.624874 = -40141407.828164
  nChanged 15596
		SP:Iteration 6F (8901.200000 sec): 3 clusters
  Score: Raw -40155659.006954 + Penalty 6186.624874 = -40149472.382080
  nChanged 13530
		SP:Iteration 7F (8903.580000 sec): 3 clusters
  Score: Raw -40161955.001940 + Penalty 6186.624874 = -40155768.377067
  nChanged 11568
		SP:Iteration 8Q (8906.180000 sec): 3 clusters
  Score: Raw -40167100.814067 + Penalty 6186.624874 = -40160914.189194
  nChanged 9965
		SP:Iteration 9Q (8908.740000 sec): 3 clusters
  Score: Raw -40171541.129964 + Penalty 6186.624874 = -40165354.505090
  nChanged 8989
		SP:Iteration 10Q (8910.680000 sec): 3 clusters
  Score: Raw -40175750.261135 + Penalty 6186.624874 = -40169563.636261
  nChanged 8453
		SP:Iteration 11Q (8912.800000 sec): 3 clusters
  Score: Raw -40179627.743866 + Penalty 6186.624874 = -40173441.118992
  nChanged 7645
		SP:Iteration 12Q (8914.820000 sec): 3 clusters
  Score: Raw -40182812.988971 + Penalty 6186.624874 = -40176626.364098
  nChanged 6345
		SP:Iteration 13Q (8916.790000 sec): 3 clusters
  Score: Raw -40184976.858223 + Penalty 6186.624874 = -40178790.233350
  nChanged 4889
		SP:Iteration 14Q (8918.760000 sec): 3 clusters
  Score: Raw -40186235.854633 + Penalty 6186.624874 = -40180049.229760
  nChanged 3712
		SP:Iteration 15Q (8920.640000 sec): 3 clusters
  Score: Raw -40187051.098582 + Penalty 6186.624874 = -40180864.473708
  nChanged 3131
		SP:Iteration 16Q (8922.570000 sec): 3 clusters
  Score: Raw -40187727.801437 + Penalty 6186.624874 = -40181541.176563
  nChanged 2891
		SP:Iteration 17Q (8924.590000 sec): 3 clusters
  Score: Raw -40188370.911721 + Penalty 6186.624874 = -40182184.286848
  nChanged 2680
		SP:Iteration 18Q (8926.430000 sec): 3 clusters
  Score: Raw -40188961.844055 + Penalty 6186.624874 = -40182775.219182
  nChanged 2632
		SP:Iteration 19Q (8928.290000 sec): 3 clusters
  Score: Raw -40189543.357004 + Penalty 6186.624874 = -40183356.732130
  nChanged 2641
		SP:Iteration 20F (8930.170000 sec): 3 clusters
  Score: Raw -40190124.999153 + Penalty 6186.624874 = -40183938.374279
  nChanged 2515
		SP:Iteration 21Q (8932.130000 sec): 3 clusters
  Score: Raw -40190662.528058 + Penalty 6186.624874 = -40184475.903185
  nChanged 2337
		SP:Iteration 22Q (8933.980000 sec): 3 clusters
  Score: Raw -40191171.477540 + Penalty 6186.624874 = -40184984.852666
  nChanged 2356
		SP:Iteration 23Q (8935.860000 sec): 3 clusters
  Score: Raw -40191653.822953 + Penalty 6186.624874 = -40185467.198079
  nChanged 2293
		SP:Iteration 24Q (8937.760000 sec): 3 clusters
  Score: Raw -40192112.847882 + Penalty 6186.624874 = -40185926.223008
  nChanged 2205
		SP:Iteration 25Q (8939.640000 sec): 3 clusters
  Score: Raw -40192527.278394 + Penalty 6186.624874 = -40186340.653520
  nChanged 2032
		SP:Iteration 26Q (8941.490000 sec): 3 clusters
  Score: Raw -40192888.719965 + Penalty 6186.624874 = -40186702.095091
  nChanged 1858
		SP:Iteration 27Q (8943.310000 sec): 3 clusters
  Score: Raw -40193186.429472 + Penalty 6186.624874 = -40186999.804599
  nChanged 1679
		SP:Iteration 28Q (8945.170000 sec): 3 clusters
  Score: Raw -40193411.583344 + Penalty 6186.624874 = -40187224.958471
  nChanged 1449
		SP:Iteration 29Q (8946.940000 sec): 3 clusters
  Score: Raw -40193585.201442 + Penalty 6186.624874 = -40187398.576568
  nChanged 1297
		SP:Iteration 30Q (8948.790000 sec): 3 clusters
  Score: Raw -40193723.066700 + Penalty 6186.624874 = -40187536.441826
  nChanged 1140
		SP:Iteration 31Q (8950.610000 sec): 3 clusters
  Score: Raw -40193834.011378 + Penalty 6186.624874 = -40187647.386504
  nChanged 1005
		SP:Iteration 32Q (8952.370000 sec): 3 clusters
  Score: Raw -40193921.958714 + Penalty 6186.624874 = -40187735.333840
  nChanged 927
		SP:Iteration 33Q (8954.090000 sec): 3 clusters
  Score: Raw -40193991.760223 + Penalty 6186.624874 = -40187805.135349
  nChanged 824
		SP:Iteration 34Q (8955.770000 sec): 3 clusters
  Score: Raw -40194048.780076 + Penalty 6186.624874 = -40187862.155203
  nChanged 720
		SP:Iteration 35Q (8957.680000 sec): 3 clusters
  Score: Raw -40194092.582620 + Penalty 6186.624874 = -40187905.957746
  nChanged 646
		SP:Iteration 36Q (8959.460000 sec): 3 clusters
  Score: Raw -40194128.982637 + Penalty 6186.624874 = -40187942.357763
  nChanged 624
		SP:Iteration 37Q (8961.280000 sec): 3 clusters
  Score: Raw -40194163.797619 + Penalty 6186.624874 = -40187977.172745
  nChanged 579
		SP:Iteration 38Q (8963.060000 sec): 3 clusters
  Score: Raw -40194193.842702 + Penalty 6186.624874 = -40188007.217828
  nChanged 549
		SP:Iteration 39Q (8964.960000 sec): 3 clusters
  Score: Raw -40194220.976606 + Penalty 6186.624874 = -40188034.351732
  nChanged 515
		SP:Iteration 40F (8966.750000 sec): 3 clusters
  Score: Raw -40194246.106725 + Penalty 6186.624874 = -40188059.481851
  nChanged 472
		SP:Iteration 41Q (8968.700000 sec): 3 clusters
  Score: Raw -40194268.614593 + Penalty 6186.624874 = -40188081.989720
  nChanged 501
		SP:Iteration 42Q (8970.620000 sec): 3 clusters
  Score: Raw -40194293.539890 + Penalty 6186.624874 = -40188106.915016
  nChanged 559
		SP:Iteration 43Q (8972.580000 sec): 3 clusters
  Score: Raw -40194322.905884 + Penalty 6186.624874 = -40188136.281010
  nChanged 557
		SP:Iteration 44Q (8974.330000 sec): 3 clusters
  Score: Raw -40194353.523612 + Penalty 6186.624874 = -40188166.898739
  nChanged 591
		SP:Iteration 45Q (8976.180000 sec): 3 clusters
  Score: Raw -40194387.232531 + Penalty 6186.624874 = -40188200.607658
  nChanged 599
		SP:Iteration 46Q (8978.100000 sec): 3 clusters
  Score: Raw -40194420.857876 + Penalty 6186.624874 = -40188234.233002
  nChanged 607
		SP:Iteration 47Q (8980.000000 sec): 3 clusters
  Score: Raw -40194454.370584 + Penalty 6186.624874 = -40188267.745710
  nChanged 588
		SP:Iteration 48Q (8981.860000 sec): 3 clusters
  Score: Raw -40194486.733074 + Penalty 6186.624874 = -40188300.108201
  nChanged 602
		SP:Iteration 49Q (8983.670000 sec): 3 clusters
  Score: Raw -40194520.462908 + Penalty 6186.624874 = -40188333.838035
  nChanged 658
		SP:Iteration 50Q (8985.570000 sec): 3 clusters
  Score: Raw -40194558.261287 + Penalty 6186.624874 = -40188371.636413
  nChanged 606
		SP:Iteration 51Q (8987.540000 sec): 3 clusters
  Score: Raw -40194591.989370 + Penalty 6186.624874 = -40188405.364496
  nChanged 574
		SP:Iteration 52Q (8989.400000 sec): 3 clusters
  Score: Raw -40194623.076661 + Penalty 6186.624874 = -40188436.451788
  nChanged 585
		SP:Iteration 53Q (8991.280000 sec): 3 clusters
  Score: Raw -40194657.901133 + Penalty 6186.624874 = -40188471.276260
  nChanged 631
		SP:Iteration 54Q (8993.640000 sec): 3 clusters
  Score: Raw -40194696.215351 + Penalty 6186.624874 = -40188509.590478
  nChanged 643
		SP:Iteration 55Q (8996.060000 sec): 3 clusters
  Score: Raw -40194735.976951 + Penalty 6186.624874 = -40188549.352078
  nChanged 698
		SP:Iteration 56Q (8998.470000 sec): 3 clusters
  Score: Raw -40194780.099403 + Penalty 6186.624874 = -40188593.474529
  nChanged 677
		SP:Iteration 57Q (9000.880000 sec): 3 clusters
  Score: Raw -40194821.449524 + Penalty 6186.624874 = -40188634.824650
  nChanged 686
		SP:Iteration 58Q (9003.090000 sec): 3 clusters
  Score: Raw -40194861.547391 + Penalty 6186.624874 = -40188674.922517
  nChanged 700
		SP:Iteration 59Q (9005.210000 sec): 3 clusters
  Score: Raw -40194904.258489 + Penalty 6186.624874 = -40188717.633615
  nChanged 694
		SP:Iteration 60F (9007.250000 sec): 3 clusters
  Score: Raw -40194949.975367 + Penalty 6186.624874 = -40188763.350494
  nChanged 745
		SP:Iteration 61Q (9009.130000 sec): 3 clusters
  Score: Raw -40194999.335247 + Penalty 6186.624874 = -40188812.710373
  nChanged 759
		SP:Iteration 62Q (9011.220000 sec): 3 clusters
  Score: Raw -40195055.240569 + Penalty 6186.624874 = -40188868.615696
  nChanged 836
		SP:Iteration 63Q (9013.170000 sec): 3 clusters
  Score: Raw -40195123.357182 + Penalty 6186.624874 = -40188936.732308
  nChanged 876
		SP:Iteration 64Q (9015.170000 sec): 3 clusters
  Score: Raw -40195199.383081 + Penalty 6186.624874 = -40189012.758207
  nChanged 949
		SP:Iteration 65Q (9017.220000 sec): 3 clusters
  Score: Raw -40195282.464046 + Penalty 6186.624874 = -40189095.839172
  nChanged 956
		SP:Iteration 66Q (9019.120000 sec): 3 clusters
  Score: Raw -40195364.775907 + Penalty 6186.624874 = -40189178.151033
  nChanged 935
		SP:Iteration 67Q (9021.190000 sec): 3 clusters
  Score: Raw -40195446.909747 + Penalty 6186.624874 = -40189260.284874
  nChanged 956
		SP:Iteration 68Q (9023.230000 sec): 3 clusters
  Score: Raw -40195529.757694 + Penalty 6186.624874 = -40189343.132820
  nChanged 904
		SP:Iteration 69Q (9025.090000 sec): 3 clusters
  Score: Raw -40195608.549533 + Penalty 6186.624874 = -40189421.924659
  nChanged 944
		SP:Iteration 70Q (9027.210000 sec): 3 clusters
  Score: Raw -40195697.154225 + Penalty 6186.624874 = -40189510.529351
  nChanged 1007
		SP:Iteration 71Q (9029.140000 sec): 3 clusters
  Score: Raw -40195793.773875 + Penalty 6186.624874 = -40189607.149002
  nChanged 1031
		SP:Iteration 72Q (9031.110000 sec): 3 clusters
  Score: Raw -40195897.743016 + Penalty 6186.624874 = -40189711.118143
  nChanged 1094
		SP:Iteration 73Q (9032.990000 sec): 3 clusters
  Score: Raw -40196009.592581 + Penalty 6186.624874 = -40189822.967707
  nChanged 1137
		SP:Iteration 74Q (9034.940000 sec): 3 clusters
  Score: Raw -40196135.907430 + Penalty 6186.624874 = -40189949.282556
  nChanged 1191
		SP:Iteration 75Q (9036.930000 sec): 3 clusters
  Score: Raw -40196275.629575 + Penalty 6186.624874 = -40190089.004701
  nChanged 1254
		SP:Iteration 76Q (9038.750000 sec): 3 clusters
  Score: Raw -40196428.304442 + Penalty 6186.624874 = -40190241.679568
  nChanged 1309
		SP:Iteration 77Q (9040.710000 sec): 3 clusters
  Score: Raw -40196598.481020 + Penalty 6186.624874 = -40190411.856146
  nChanged 1318
		SP:Iteration 78Q (9042.650000 sec): 3 clusters
  Score: Raw -40196782.941970 + Penalty 6186.624874 = -40190596.317097
  nChanged 1363
		SP:Iteration 79Q (9044.800000 sec): 3 clusters
  Score: Raw -40196988.304070 + Penalty 6186.624874 = -40190801.679196
  nChanged 1408
		SP:Iteration 80F (9046.890000 sec): 3 clusters
  Score: Raw -40197228.460294 + Penalty 6186.624874 = -40191041.835420
  nChanged 1550
		SP:Iteration 81Q (9048.910000 sec): 3 clusters
  Score: Raw -40197516.734467 + Penalty 6186.624874 = -40191330.109593
  nChanged 1595
		SP:Iteration 82Q (9051.020000 sec): 3 clusters
  Score: Raw -40197817.851340 + Penalty 6186.624874 = -40191631.226466
  nChanged 1658
		SP:Iteration 83Q (9052.940000 sec): 3 clusters
  Score: Raw -40198150.512213 + Penalty 6186.624874 = -40191963.887339
  nChanged 1755
		SP:Iteration 84Q (9054.820000 sec): 3 clusters
  Score: Raw -40198560.829676 + Penalty 6186.624874 = -40192374.204802
  nChanged 1900
		SP:Iteration 85Q (9057.250000 sec): 3 clusters
  Score: Raw -40199028.462741 + Penalty 6186.624874 = -40192841.837867
  nChanged 1901
		SP:Iteration 86Q (9059.520000 sec): 3 clusters
  Score: Raw -40199526.765984 + Penalty 6186.624874 = -40193340.141111
  nChanged 1887
		SP:Iteration 87Q (9061.840000 sec): 3 clusters
  Score: Raw -40200038.991134 + Penalty 6186.624874 = -40193852.366260
  nChanged 1980
		SP:Iteration 88Q (9064.180000 sec): 3 clusters
  Score: Raw -40200611.569545 + Penalty 6186.624874 = -40194424.944671
  nChanged 2010
		SP:Iteration 89Q (9066.490000 sec): 3 clusters
  Score: Raw -40201197.767737 + Penalty 6186.624874 = -40195011.142863
  nChanged 1930
		SP:Iteration 90Q (9068.470000 sec): 3 clusters
  Score: Raw -40201759.758584 + Penalty 6186.624874 = -40195573.133710
  nChanged 1918
		SP:Iteration 91Q (9070.680000 sec): 3 clusters
  Score: Raw -40202325.722797 + Penalty 6186.624874 = -40196139.097923
  nChanged 1861
		SP:Iteration 92Q (9072.610000 sec): 3 clusters
  Score: Raw -40202882.873003 + Penalty 6186.624874 = -40196696.248129
  nChanged 1815
		SP:Iteration 93Q (9074.530000 sec): 3 clusters
  Score: Raw -40203444.551273 + Penalty 6186.624874 = -40197257.926399
  nChanged 1800
		SP:Iteration 94Q (9076.450000 sec): 3 clusters
  Score: Raw -40203988.107336 + Penalty 6186.624874 = -40197801.482462
  nChanged 1663
		SP:Iteration 95Q (9078.390000 sec): 3 clusters
  Score: Raw -40204483.630491 + Penalty 6186.624874 = -40198297.005618
  nChanged 1605
		SP:Iteration 96Q (9080.240000 sec): 3 clusters
  Score: Raw -40204945.679658 + Penalty 6186.624874 = -40198759.054784
  nChanged 1527
		SP:Iteration 97Q (9082.110000 sec): 3 clusters
  Score: Raw -40205379.022851 + Penalty 6186.624874 = -40199192.397978
  nChanged 1485
		SP:Iteration 98Q (9084.070000 sec): 3 clusters
  Score: Raw -40205786.568278 + Penalty 6186.624874 = -40199599.943404
  nChanged 1392
		SP:Iteration 99Q (9085.920000 sec): 3 clusters
  Score: Raw -40206181.211932 + Penalty 6186.624874 = -40199994.587059
  nChanged 1374
		SP:Iteration 100F (9087.890000 sec): 3 clusters
  Score: Raw -40206569.783588 + Penalty 6186.624874 = -40200383.158714
  nChanged 1354
		SP:Iteration 101Q (9089.890000 sec): 3 clusters
  Score: Raw -40206946.445949 + Penalty 6186.624874 = -40200759.821076
  nChanged 1318
		SP:Iteration 102Q (9091.700000 sec): 3 clusters
  Score: Raw -40207312.547089 + Penalty 6186.624874 = -40201125.922215
  nChanged 1285
		SP:Iteration 103Q (9093.470000 sec): 3 clusters
  Score: Raw -40207683.308457 + Penalty 6186.624874 = -40201496.683584
  nChanged 1200
		SP:Iteration 104Q (9095.320000 sec): 3 clusters
  Score: Raw -40208023.315270 + Penalty 6186.624874 = -40201836.690396
  nChanged 1139
		SP:Iteration 105Q (9097.210000 sec): 3 clusters
  Score: Raw -40208354.299330 + Penalty 6186.624874 = -40202167.674456
  nChanged 1088
		SP:Iteration 106Q (9099.110000 sec): 3 clusters
  Score: Raw -40208662.014734 + Penalty 6186.624874 = -40202475.389861
  nChanged 1049
		SP:Iteration 107Q (9100.810000 sec): 3 clusters
  Score: Raw -40208964.868025 + Penalty 6186.624874 = -40202778.243151
  nChanged 1018
		SP:Iteration 108Q (9102.620000 sec): 3 clusters
  Score: Raw -40209247.924964 + Penalty 6186.624874 = -40203061.300091
  nChanged 940
		SP:Iteration 109Q (9104.470000 sec): 3 clusters
  Score: Raw -40209523.566182 + Penalty 6186.624874 = -40203336.941309
  nChanged 903
		SP:Iteration 110Q (9106.320000 sec): 3 clusters
  Score: Raw -40209792.514118 + Penalty 6186.624874 = -40203605.889244
  nChanged 907
		SP:Iteration 111Q (9108.100000 sec): 3 clusters
  Score: Raw -40210060.240155 + Penalty 6186.624874 = -40203873.615281
  nChanged 795
		SP:Iteration 112Q (9110.070000 sec): 3 clusters
  Score: Raw -40210289.990183 + Penalty 6186.624874 = -40204103.365309
  nChanged 755
		SP:Iteration 113Q (9112.130000 sec): 3 clusters
  Score: Raw -40210518.490825 + Penalty 6186.624874 = -40204331.865951
  nChanged 717
		SP:Iteration 114Q (9114.240000 sec): 3 clusters
  Score: Raw -40210724.089716 + Penalty 6186.624874 = -40204537.464842
  nChanged 643
		SP:Iteration 115Q (9116.110000 sec): 3 clusters
  Score: Raw -40210913.153136 + Penalty 6186.624874 = -40204726.528262
  nChanged 590
		SP:Iteration 116Q (9118.020000 sec): 3 clusters
  Score: Raw -40211082.044030 + Penalty 6186.624874 = -40204895.419156
  nChanged 532
		SP:Iteration 117Q (9119.880000 sec): 3 clusters
  Score: Raw -40211228.580317 + Penalty 6186.624874 = -40205041.955443
  nChanged 465
		SP:Iteration 118Q (9122.350000 sec): 3 clusters
  Score: Raw -40211346.916970 + Penalty 6186.624874 = -40205160.292096
  nChanged 434
		SP:Iteration 119Q (9124.700000 sec): 3 clusters
  Score: Raw -40211458.188598 + Penalty 6186.624874 = -40205271.563724
  nChanged 385
		SP:Iteration 120F (9126.920000 sec): 3 clusters
  Score: Raw -40211562.569549 + Penalty 6186.624874 = -40205375.944676
  nChanged 353
		SP:Iteration 121Q (9129.330000 sec): 3 clusters
  Score: Raw -40211651.690600 + Penalty 6186.624874 = -40205465.065727
  nChanged 313
		SP:Iteration 122Q (9131.740000 sec): 3 clusters
  Score: Raw -40211735.973454 + Penalty 6186.624874 = -40205549.348580
  nChanged 300
		SP:Iteration 123Q (9133.560000 sec): 3 clusters
  Score: Raw -40211810.504448 + Penalty 6186.624874 = -40205623.879575
  nChanged 258
		SP:Iteration 124Q (9135.460000 sec): 3 clusters
  Score: Raw -40211872.716258 + Penalty 6186.624874 = -40205686.091384
  nChanged 195
		SP:Iteration 125Q (9137.210000 sec): 3 clusters
  Score: Raw -40211918.378317 + Penalty 6186.624874 = -40205731.753444
  nChanged 201
		SP:Iteration 126Q (9139.170000 sec): 3 clusters
  Score: Raw -40211964.672063 + Penalty 6186.624874 = -40205778.047189
  nChanged 160
		SP:Iteration 127Q (9141.100000 sec): 3 clusters
  Score: Raw -40212000.355191 + Penalty 6186.624874 = -40205813.730318
  nChanged 130
		SP:Iteration 128Q (9142.890000 sec): 3 clusters
  Score: Raw -40212030.207907 + Penalty 6186.624874 = -40205843.583033
  nChanged 128
		SP:Iteration 129Q (9144.870000 sec): 3 clusters
  Score: Raw -40212058.583570 + Penalty 6186.624874 = -40205871.958696
  nChanged 111
		SP:Iteration 130Q (9146.910000 sec): 3 clusters
  Score: Raw -40212079.240721 + Penalty 6186.624874 = -40205892.615847
  nChanged 101
		SP:Iteration 131Q (9148.820000 sec): 3 clusters
  Score: Raw -40212098.598550 + Penalty 6186.624874 = -40205911.973676
  nChanged 86
		SP:Iteration 132Q (9150.850000 sec): 3 clusters
  Score: Raw -40212115.741636 + Penalty 6186.624874 = -40205929.116763
  nChanged 84
		SP:Iteration 133Q (9152.690000 sec): 3 clusters
  Score: Raw -40212133.044075 + Penalty 6186.624874 = -40205946.419202
  nChanged 76
		SP:Iteration 134Q (9154.530000 sec): 3 clusters
  Score: Raw -40212148.428952 + Penalty 6186.624874 = -40205961.804078
  nChanged 60
		SP:Iteration 135Q (9156.410000 sec): 3 clusters
  Score: Raw -40212159.667338 + Penalty 6186.624874 = -40205973.042464
  nChanged 64
		SP:Iteration 136Q (9158.440000 sec): 3 clusters
  Score: Raw -40212171.394205 + Penalty 6186.624874 = -40205984.769332
  nChanged 57
		SP:Iteration 137Q (9160.390000 sec): 3 clusters
  Score: Raw -40212181.058471 + Penalty 6186.624874 = -40205994.433598
  nChanged 44
		SP:Iteration 138Q (9162.080000 sec): 3 clusters
  Score: Raw -40212189.461664 + Penalty 6186.624874 = -40206002.836790
  nChanged 41
		SP:Iteration 139Q (9163.810000 sec): 3 clusters
  Score: Raw -40212196.371853 + Penalty 6186.624874 = -40206009.746979
  nChanged 35
		SP:Iteration 140F (9165.440000 sec): 3 clusters
  Score: Raw -40212201.936422 + Penalty 6186.624874 = -40206015.311548
  nChanged 28
		SP:Iteration 141Q (9167.300000 sec): 3 clusters
  Score: Raw -40212207.047253 + Penalty 6186.624874 = -40206020.422380
  nChanged 24
		SP:Iteration 142Q (9169.200000 sec): 3 clusters
  Score: Raw -40212211.041829 + Penalty 6186.624874 = -40206024.416955
  nChanged 18
		SP:Iteration 143Q (9171.250000 sec): 3 clusters
  Score: Raw -40212213.642784 + Penalty 6186.624874 = -40206027.017910
  nChanged 20
		SP:Iteration 144Q (9173.480000 sec): 3 clusters
  Score: Raw -40212216.938922 + Penalty 6186.624874 = -40206030.314048
  nChanged 19
		SP:Iteration 145Q (9175.460000 sec): 3 clusters
  Score: Raw -40212219.253719 + Penalty 6186.624874 = -40206032.628846
  nChanged 19
		SP:Iteration 146Q (9177.460000 sec): 3 clusters
  Score: Raw -40212222.446068 + Penalty 6186.624874 = -40206035.821194
  nChanged 21
		SP:Iteration 147Q (9179.380000 sec): 3 clusters
  Score: Raw -40212225.940676 + Penalty 6186.624874 = -40206039.315803
  nChanged 16
		SP:Iteration 148Q (9181.060000 sec): 3 clusters
  Score: Raw -40212228.707133 + Penalty 6186.624874 = -40206042.082260
  nChanged 21
		SP:Iteration 149Q (9182.990000 sec): 3 clusters
  Score: Raw -40212232.050699 + Penalty 6186.624874 = -40206045.425826
  nChanged 17
		SP:Iteration 150Q (9185.300000 sec): 3 clusters
  Score: Raw -40212234.819276 + Penalty 6186.624874 = -40206048.194402
  nChanged 14
		SP:Iteration 151Q (9187.740000 sec): 3 clusters
  Score: Raw -40212237.064017 + Penalty 6186.624874 = -40206050.439143
  nChanged 16
		SP:Iteration 152Q (9190.140000 sec): 3 clusters
  Score: Raw -40212239.038986 + Penalty 6186.624874 = -40206052.414112
  nChanged 11
		SP:Iteration 153Q (9192.530000 sec): 3 clusters
  Score: Raw -40212240.502829 + Penalty 6186.624874 = -40206053.877956
  nChanged 11
		SP:Iteration 154Q (9194.950000 sec): 3 clusters
  Score: Raw -40212242.131168 + Penalty 6186.624874 = -40206055.506294
  nChanged 16
		SP:Iteration 155Q (9196.710000 sec): 3 clusters
  Score: Raw -40212244.403134 + Penalty 6186.624874 = -40206057.778260
  nChanged 19
		SP:Iteration 156Q (9198.520000 sec): 3 clusters
  Score: Raw -40212247.450093 + Penalty 6186.624874 = -40206060.825220
  nChanged 14
		SP:Iteration 157Q (9200.350000 sec): 3 clusters
  Score: Raw -40212250.078021 + Penalty 6186.624874 = -40206063.453147
  nChanged 15
		SP:Iteration 158Q (9202.170000 sec): 3 clusters
  Score: Raw -40212252.755453 + Penalty 6186.624874 = -40206066.130579
  nChanged 19
		SP:Iteration 159Q (9203.920000 sec): 3 clusters
  Score: Raw -40212255.767937 + Penalty 6186.624874 = -40206069.143063
  nChanged 18
		SP:Iteration 160F (9205.760000 sec): 3 clusters
  Score: Raw -40212259.096584 + Penalty 6186.624874 = -40206072.471710
  nChanged 14
		SP:Iteration 161Q (9207.490000 sec): 3 clusters
  Score: Raw -40212261.498774 + Penalty 6186.624874 = -40206074.873900
  nChanged 9
		SP:Iteration 162Q (9209.350000 sec): 3 clusters
  Score: Raw -40212263.115534 + Penalty 6186.624874 = -40206076.490661
  nChanged 10
		SP:Iteration 163Q (9211.100000 sec): 3 clusters
  Score: Raw -40212264.878539 + Penalty 6186.624874 = -40206078.253665
  nChanged 13
		SP:Iteration 164Q (9212.710000 sec): 3 clusters
  Score: Raw -40212266.733178 + Penalty 6186.624874 = -40206080.108305
  nChanged 10
		SP:Iteration 165Q (9214.590000 sec): 3 clusters
  Score: Raw -40212268.002414 + Penalty 6186.624874 = -40206081.377540
  nChanged 8
		SP:Iteration 166Q (9216.520000 sec): 3 clusters
  Score: Raw -40212269.263519 + Penalty 6186.624874 = -40206082.638646
  nChanged 5
		SP:Iteration 167Q (9218.250000 sec): 3 clusters
  Score: Raw -40212269.980624 + Penalty 6186.624874 = -40206083.355751
  nChanged 6
		SP:Iteration 168Q (9220.190000 sec): 3 clusters
  Score: Raw -40212271.005171 + Penalty 6186.624874 = -40206084.380297
  nChanged 9
		SP:Iteration 169Q (9221.960000 sec): 3 clusters
  Score: Raw -40212273.024820 + Penalty 6186.624874 = -40206086.399946
  nChanged 13
		SP:Iteration 170Q (9223.670000 sec): 3 clusters
  Score: Raw -40212274.898999 + Penalty 6186.624874 = -40206088.274126
  nChanged 11
		SP:Iteration 171Q (9225.440000 sec): 3 clusters
  Score: Raw -40212276.721704 + Penalty 6186.624874 = -40206090.096830
  nChanged 12
		SP:Iteration 172Q (9227.250000 sec): 3 clusters
  Score: Raw -40212278.447836 + Penalty 6186.624874 = -40206091.822962
  nChanged 12
		SP:Iteration 173Q (9229.020000 sec): 3 clusters
  Score: Raw -40212280.864957 + Penalty 6186.624874 = -40206094.240083
  nChanged 15
		SP:Iteration 174Q (9230.650000 sec): 3 clusters
  Score: Raw -40212282.749751 + Penalty 6186.624874 = -40206096.124877
  nChanged 7
		SP:Iteration 175Q (9232.640000 sec): 3 clusters
  Score: Raw -40212283.681581 + Penalty 6186.624874 = -40206097.056707
  nChanged 7
		SP:Iteration 176Q (9234.540000 sec): 3 clusters
  Score: Raw -40212284.498296 + Penalty 6186.624874 = -40206097.873423
  nChanged 3
		SP:Iteration 177Q (9236.640000 sec): 3 clusters
  Score: Raw -40212285.240115 + Penalty 6186.624874 = -40206098.615241
  nChanged 5
		SP:Iteration 178Q (9238.640000 sec): 3 clusters
  Score: Raw -40212286.115823 + Penalty 6186.624874 = -40206099.490950
  nChanged 8
		SP:Iteration 179Q (9240.590000 sec): 3 clusters
  Score: Raw -40212287.706862 + Penalty 6186.624874 = -40206101.081988
  nChanged 9
		SP:Iteration 180F (9242.440000 sec): 3 clusters
  Score: Raw -40212288.887374 + Penalty 6186.624874 = -40206102.262500
  nChanged 3
		SP:Iteration 181Q (9244.360000 sec): 3 clusters
  Score: Raw -40212289.159539 + Penalty 6186.624874 = -40206102.534666
  nChanged 1
		SP:Iteration 182Q (9246.220000 sec): 3 clusters
  Score: Raw -40212289.235059 + Penalty 6186.624874 = -40206102.610185
  nChanged 0
		SP:Iteration 183F (9248.160000 sec): 3 clusters
  Score: Raw -40212289.235059 + Penalty 6186.624874 = -40206102.610185
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (43969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9248.570000 sec): 2 clusters
  Score: Raw -7030937.806622 + Penalty 2651.427550 = -7028286.379072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9249.120000 sec): 3 clusters
  Score: Raw -7003940.182352 + Penalty 5302.855099 = -6998637.327253
  nChanged 20093
		SP:Iteration 1F (9249.640000 sec): 3 clusters
  Score: Raw -7015251.097453 + Penalty 5302.855099 = -7009948.242354
  nChanged 2373
		SP:Iteration 2F (9250.190000 sec): 3 clusters
  Score: Raw -7016243.154807 + Penalty 5302.855099 = -7010940.299708
  nChanged 2327
		SP:Iteration 3F (9250.700000 sec): 3 clusters
  Score: Raw -7017238.582183 + Penalty 5302.855099 = -7011935.727084
  nChanged 2317
		SP:Iteration 4F (9251.260000 sec): 3 clusters
  Score: Raw -7018284.238882 + Penalty 5302.855099 = -7012981.383783
  nChanged 2331
		SP:Iteration 5F (9251.770000 sec): 3 clusters
  Score: Raw -7019447.563254 + Penalty 5302.855099 = -7014144.708155
  nChanged 2435
		SP:Iteration 6F (9252.320000 sec): 3 clusters
  Score: Raw -7020814.227076 + Penalty 5302.855099 = -7015511.371977
  nChanged 2579
		SP:Iteration 7F (9252.830000 sec): 3 clusters
  Score: Raw -7022360.689921 + Penalty 5302.855099 = -7017057.834822
  nChanged 2527
		SP:Iteration 8F (9253.390000 sec): 3 clusters
  Score: Raw -7023921.226460 + Penalty 5302.855099 = -7018618.371361
  nChanged 2263
		SP:Iteration 9F (9253.900000 sec): 3 clusters
  Score: Raw -7025316.296054 + Penalty 5302.855099 = -7020013.440955
  nChanged 1980
		SP:Iteration 10Q (9254.460000 sec): 3 clusters
  Score: Raw -7026599.948273 + Penalty 5302.855099 = -7021297.093174
  nChanged 1740
		SP:Iteration 11Q (9254.980000 sec): 3 clusters
  Score: Raw -7027729.286253 + Penalty 5302.855099 = -7022426.431154
  nChanged 1488
		SP:Iteration 12Q (9255.590000 sec): 3 clusters
  Score: Raw -7028631.607273 + Penalty 5302.855099 = -7023328.752174
  nChanged 1143
		SP:Iteration 13Q (9256.150000 sec): 3 clusters
  Score: Raw -7029240.391415 + Penalty 5302.855099 = -7023937.536316
  nChanged 872
		SP:Iteration 14Q (9256.670000 sec): 3 clusters
  Score: Raw -7029647.072049 + Penalty 5302.855099 = -7024344.216950
  nChanged 702
		SP:Iteration 15Q (9257.230000 sec): 3 clusters
  Score: Raw -7029932.755402 + Penalty 5302.855099 = -7024629.900303
  nChanged 585
		SP:Iteration 16Q (9257.740000 sec): 3 clusters
  Score: Raw -7030134.911548 + Penalty 5302.855099 = -7024832.056449
  nChanged 512
		SP:Iteration 17Q (9258.330000 sec): 3 clusters
  Score: Raw -7030313.705472 + Penalty 5302.855099 = -7025010.850373
  nChanged 450
		SP:Iteration 18Q (9258.870000 sec): 3 clusters
  Score: Raw -7030463.362645 + Penalty 5302.855099 = -7025160.507546
  nChanged 434
		SP:Iteration 19Q (9259.390000 sec): 3 clusters
  Score: Raw -7030608.555606 + Penalty 5302.855099 = -7025305.700507
  nChanged 420
		SP:Iteration 20F (9259.950000 sec): 3 clusters
  Score: Raw -7030750.387589 + Penalty 5302.855099 = -7025447.532490
  nChanged 441
		SP:Iteration 21Q (9260.460000 sec): 3 clusters
  Score: Raw -7030919.231347 + Penalty 5302.855099 = -7025616.376248
  nChanged 516
		SP:Iteration 22Q (9261.030000 sec): 3 clusters
  Score: Raw -7031158.779192 + Penalty 5302.855099 = -7025855.924093
  nChanged 566
		SP:Iteration 23Q (9261.590000 sec): 3 clusters
  Score: Raw -7031478.141321 + Penalty 5302.855099 = -7026175.286222
  nChanged 698
		SP:Iteration 24Q (9262.040000 sec): 3 clusters
  Score: Raw -7031965.970322 + Penalty 5302.855099 = -7026663.115223
  nChanged 773
		SP:Iteration 25Q (9262.510000 sec): 3 clusters
  Score: Raw -7032625.949122 + Penalty 5302.855099 = -7027323.094023
  nChanged 878
		SP:Iteration 26Q (9263.000000 sec): 3 clusters
  Score: Raw -7033436.059406 + Penalty 5302.855099 = -7028133.204307
  nChanged 974
		SP:Iteration 27Q (9263.480000 sec): 3 clusters
  Score: Raw -7034455.940340 + Penalty 5302.855099 = -7029153.085241
  nChanged 1053
		SP:Iteration 28Q (9264.000000 sec): 3 clusters
  Score: Raw -7035749.238708 + Penalty 5302.855099 = -7030446.383608
  nChanged 1047
		SP:Iteration 29Q (9264.410000 sec): 3 clusters
  Score: Raw -7037067.593091 + Penalty 5302.855099 = -7031764.737992
  nChanged 897
		SP:Iteration 30Q (9264.900000 sec): 3 clusters
  Score: Raw -7038039.923817 + Penalty 5302.855099 = -7032737.068718
  nChanged 637
		SP:Iteration 31Q (9265.350000 sec): 3 clusters
  Score: Raw -7038540.229943 + Penalty 5302.855099 = -7033237.374844
  nChanged 398
		SP:Iteration 32Q (9265.870000 sec): 3 clusters
  Score: Raw -7038754.979766 + Penalty 5302.855099 = -7033452.124667
  nChanged 254
		SP:Iteration 33Q (9266.340000 sec): 3 clusters
  Score: Raw -7038870.156612 + Penalty 5302.855099 = -7033567.301512
  nChanged 171
		SP:Iteration 34Q (9266.770000 sec): 3 clusters
  Score: Raw -7038915.062546 + Penalty 5302.855099 = -7033612.207447
  nChanged 115
		SP:Iteration 35Q (9267.220000 sec): 3 clusters
  Score: Raw -7038940.945093 + Penalty 5302.855099 = -7033638.089993
  nChanged 99
		SP:Iteration 36Q (9267.620000 sec): 3 clusters
  Score: Raw -7038955.699453 + Penalty 5302.855099 = -7033652.844354
  nChanged 67
		SP:Iteration 37Q (9268.060000 sec): 3 clusters
  Score: Raw -7038964.076501 + Penalty 5302.855099 = -7033661.221402
  nChanged 51
		SP:Iteration 38Q (9268.530000 sec): 3 clusters
  Score: Raw -7038974.088612 + Penalty 5302.855099 = -7033671.233513
  nChanged 39
		SP:Iteration 39Q (9268.960000 sec): 3 clusters
  Score: Raw -7038981.300934 + Penalty 5302.855099 = -7033678.445835
  nChanged 32
		SP:Iteration 40F (9269.490000 sec): 3 clusters
  Score: Raw -7039040.465468 + Penalty 5302.855099 = -7033737.610369
  nChanged 49
		SP:Iteration 41Q (9269.890000 sec): 3 clusters
  Score: Raw -7039052.080217 + Penalty 5302.855099 = -7033749.225118
  nChanged 56
		SP:Iteration 42Q (9270.360000 sec): 3 clusters
  Score: Raw -7039058.459348 + Penalty 5302.855099 = -7033755.604249
  nChanged 44
		SP:Iteration 43Q (9270.800000 sec): 3 clusters
  Score: Raw -7039062.570087 + Penalty 5302.855099 = -7033759.714988
  nChanged 37
		SP:Iteration 44Q (9271.370000 sec): 3 clusters
  Score: Raw -7039065.558687 + Penalty 5302.855099 = -7033762.703588
  nChanged 38
		SP:Iteration 45Q (9271.890000 sec): 3 clusters
  Score: Raw -7039068.678268 + Penalty 5302.855099 = -7033765.823169
  nChanged 32
		SP:Iteration 46Q (9272.330000 sec): 3 clusters
  Score: Raw -7039071.024131 + Penalty 5302.855099 = -7033768.169032
  nChanged 29
		SP:Iteration 47Q (9272.830000 sec): 3 clusters
  Score: Raw -7039073.313314 + Penalty 5302.855099 = -7033770.458215
  nChanged 26
		SP:Iteration 48Q (9273.240000 sec): 3 clusters
  Score: Raw -7039075.241513 + Penalty 5302.855099 = -7033772.386414
  nChanged 26
		SP:Iteration 49Q (9273.690000 sec): 3 clusters
  Score: Raw -7039076.970347 + Penalty 5302.855099 = -7033774.115248
  nChanged 24
		SP:Iteration 50Q (9274.170000 sec): 3 clusters
  Score: Raw -7039078.320931 + Penalty 5302.855099 = -7033775.465832
  nChanged 17
		SP:Iteration 51Q (9274.610000 sec): 3 clusters
  Score: Raw -7039079.399926 + Penalty 5302.855099 = -7033776.544827
  nChanged 22
		SP:Iteration 52Q (9275.080000 sec): 3 clusters
  Score: Raw -7039080.874873 + Penalty 5302.855099 = -7033778.019774
  nChanged 21
		SP:Iteration 53Q (9275.550000 sec): 3 clusters
  Score: Raw -7039082.235897 + Penalty 5302.855099 = -7033779.380798
  nChanged 18
		SP:Iteration 54Q (9276.060000 sec): 3 clusters
  Score: Raw -7039083.205143 + Penalty 5302.855099 = -7033780.350044
  nChanged 12
		SP:Iteration 55Q (9276.460000 sec): 3 clusters
  Score: Raw -7039083.749883 + Penalty 5302.855099 = -7033780.894784
  nChanged 8
		SP:Iteration 56Q (9276.990000 sec): 3 clusters
  Score: Raw -7039084.078874 + Penalty 5302.855099 = -7033781.223775
  nChanged 4
		SP:Iteration 57Q (9277.420000 sec): 3 clusters
  Score: Raw -7039084.235201 + Penalty 5302.855099 = -7033781.380102
  nChanged 3
		SP:Iteration 58Q (9277.890000 sec): 3 clusters
  Score: Raw -7039084.330136 + Penalty 5302.855099 = -7033781.475037
  nChanged 0
		SP:Iteration 59F (9278.460000 sec): 3 clusters
  Score: Raw -7039084.330136 + Penalty 5302.855099 = -7033781.475037
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (29443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9278.720000 sec): 2 clusters
  Score: Raw -4629518.082872 + Penalty 2551.972445 = -4626966.110428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9279.100000 sec): 3 clusters
  Score: Raw -4612076.699668 + Penalty 5103.944889 = -4606972.754778
  nChanged 13158
		SP:Iteration 1F (9279.420000 sec): 3 clusters
  Score: Raw -4619659.874101 + Penalty 5103.944889 = -4614555.929212
  nChanged 1890
		SP:Iteration 2F (9279.770000 sec): 3 clusters
  Score: Raw -4620809.523332 + Penalty 5103.944889 = -4615705.578443
  nChanged 2113
		SP:Iteration 3F (9280.150000 sec): 3 clusters
  Score: Raw -4622502.082559 + Penalty 5103.944889 = -4617398.137670
  nChanged 2421
		SP:Iteration 4F (9280.590000 sec): 3 clusters
  Score: Raw -4624678.435365 + Penalty 5103.944889 = -4619574.490476
  nChanged 2438
		SP:Iteration 5F (9280.980000 sec): 3 clusters
  Score: Raw -4626665.167212 + Penalty 5103.944889 = -4621561.222323
  nChanged 1953
		SP:Iteration 6F (9281.400000 sec): 3 clusters
  Score: Raw -4627949.144209 + Penalty 5103.944889 = -4622845.199320
  nChanged 1390
		SP:Iteration 7Q (9281.780000 sec): 3 clusters
  Score: Raw -4628649.541290 + Penalty 5103.944889 = -4623545.596401
  nChanged 951
		SP:Iteration 8Q (9282.200000 sec): 3 clusters
  Score: Raw -4629038.130978 + Penalty 5103.944889 = -4623934.186089
  nChanged 680
		SP:Iteration 9Q (9282.600000 sec): 3 clusters
  Score: Raw -4629250.876761 + Penalty 5103.944889 = -4624146.931872
  nChanged 485
		SP:Iteration 10Q (9283.000000 sec): 3 clusters
  Score: Raw -4629381.849101 + Penalty 5103.944889 = -4624277.904212
  nChanged 388
		SP:Iteration 11Q (9283.400000 sec): 3 clusters
  Score: Raw -4629478.851727 + Penalty 5103.944889 = -4624374.906838
  nChanged 277
		SP:Iteration 12Q (9283.750000 sec): 3 clusters
  Score: Raw -4629535.937783 + Penalty 5103.944889 = -4624431.992894
  nChanged 219
		SP:Iteration 13Q (9284.200000 sec): 3 clusters
  Score: Raw -4629576.035485 + Penalty 5103.944889 = -4624472.090596
  nChanged 166
		SP:Iteration 14Q (9284.580000 sec): 3 clusters
  Score: Raw -4629602.508994 + Penalty 5103.944889 = -4624498.564105
  nChanged 136
		SP:Iteration 15Q (9284.980000 sec): 3 clusters
  Score: Raw -4629622.879154 + Penalty 5103.944889 = -4624518.934265
  nChanged 122
		SP:Iteration 16Q (9285.460000 sec): 3 clusters
  Score: Raw -4629641.812414 + Penalty 5103.944889 = -4624537.867525
  nChanged 101
		SP:Iteration 17Q (9285.840000 sec): 3 clusters
  Score: Raw -4629654.915651 + Penalty 5103.944889 = -4624550.970762
  nChanged 102
		SP:Iteration 18Q (9286.250000 sec): 3 clusters
  Score: Raw -4629667.546246 + Penalty 5103.944889 = -4624563.601357
  nChanged 82
		SP:Iteration 19Q (9286.610000 sec): 3 clusters
  Score: Raw -4629677.509605 + Penalty 5103.944889 = -4624573.564716
  nChanged 86
		SP:Iteration 20F (9287.040000 sec): 3 clusters
  Score: Raw -4629687.677856 + Penalty 5103.944889 = -4624583.732967
  nChanged 78
		SP:Iteration 21Q (9287.420000 sec): 3 clusters
  Score: Raw -4629697.812265 + Penalty 5103.944889 = -4624593.867376
  nChanged 81
		SP:Iteration 22Q (9287.820000 sec): 3 clusters
  Score: Raw -4629708.141791 + Penalty 5103.944889 = -4624604.196902
  nChanged 95
		SP:Iteration 23Q (9288.240000 sec): 3 clusters
  Score: Raw -4629719.869643 + Penalty 5103.944889 = -4624615.924754
  nChanged 82
		SP:Iteration 24Q (9288.640000 sec): 3 clusters
  Score: Raw -4629729.784243 + Penalty 5103.944889 = -4624625.839354
  nChanged 79
		SP:Iteration 25Q (9289.050000 sec): 3 clusters
  Score: Raw -4629739.352772 + Penalty 5103.944889 = -4624635.407883
  nChanged 72
		SP:Iteration 26Q (9289.460000 sec): 3 clusters
  Score: Raw -4629749.332903 + Penalty 5103.944889 = -4624645.388014
  nChanged 83
		SP:Iteration 27Q (9289.840000 sec): 3 clusters
  Score: Raw -4629761.884859 + Penalty 5103.944889 = -4624657.939970
  nChanged 88
		SP:Iteration 28Q (9290.160000 sec): 3 clusters
  Score: Raw -4629772.800019 + Penalty 5103.944889 = -4624668.855130
  nChanged 98
		SP:Iteration 29Q (9290.570000 sec): 3 clusters
  Score: Raw -4629788.604715 + Penalty 5103.944889 = -4624684.659826
  nChanged 107
		SP:Iteration 30Q (9290.910000 sec): 3 clusters
  Score: Raw -4629805.819373 + Penalty 5103.944889 = -4624701.874484
  nChanged 110
		SP:Iteration 31Q (9291.290000 sec): 3 clusters
  Score: Raw -4629824.295291 + Penalty 5103.944889 = -4624720.350402
  nChanged 125
		SP:Iteration 32Q (9291.740000 sec): 3 clusters
  Score: Raw -4629844.650357 + Penalty 5103.944889 = -4624740.705468
  nChanged 136
		SP:Iteration 33Q (9292.100000 sec): 3 clusters
  Score: Raw -4629866.018756 + Penalty 5103.944889 = -4624762.073867
  nChanged 134
		SP:Iteration 34Q (9292.530000 sec): 3 clusters
  Score: Raw -4629889.639319 + Penalty 5103.944889 = -4624785.694430
  nChanged 133
		SP:Iteration 35Q (9292.940000 sec): 3 clusters
  Score: Raw -4629911.911362 + Penalty 5103.944889 = -4624807.966473
  nChanged 132
		SP:Iteration 36Q (9293.350000 sec): 3 clusters
  Score: Raw -4629934.756575 + Penalty 5103.944889 = -4624830.811686
  nChanged 130
		SP:Iteration 37Q (9293.730000 sec): 3 clusters
  Score: Raw -4629958.572745 + Penalty 5103.944889 = -4624854.627856
  nChanged 145
		SP:Iteration 38Q (9294.110000 sec): 3 clusters
  Score: Raw -4629986.236833 + Penalty 5103.944889 = -4624882.291944
  nChanged 162
		SP:Iteration 39Q (9294.490000 sec): 3 clusters
  Score: Raw -4630015.433410 + Penalty 5103.944889 = -4624911.488521
  nChanged 141
		SP:Iteration 40F (9294.850000 sec): 3 clusters
  Score: Raw -4630044.627921 + Penalty 5103.944889 = -4624940.683032
  nChanged 164
		SP:Iteration 41Q (9295.290000 sec): 3 clusters
  Score: Raw -4630075.913437 + Penalty 5103.944889 = -4624971.968548
  nChanged 154
		SP:Iteration 42Q (9295.680000 sec): 3 clusters
  Score: Raw -4630110.226501 + Penalty 5103.944889 = -4625006.281612
  nChanged 183
		SP:Iteration 43Q (9296.100000 sec): 3 clusters
  Score: Raw -4630157.983366 + Penalty 5103.944889 = -4625054.038477
  nChanged 198
		SP:Iteration 44Q (9296.500000 sec): 3 clusters
  Score: Raw -4630213.041919 + Penalty 5103.944889 = -4625109.097030
  nChanged 231
		SP:Iteration 45Q (9296.930000 sec): 3 clusters
  Score: Raw -4630286.389516 + Penalty 5103.944889 = -4625182.444627
  nChanged 272
		SP:Iteration 46Q (9297.350000 sec): 3 clusters
  Score: Raw -4630377.284236 + Penalty 5103.944889 = -4625273.339347
  nChanged 284
		SP:Iteration 47Q (9297.760000 sec): 3 clusters
  Score: Raw -4630492.107606 + Penalty 5103.944889 = -4625388.162717
  nChanged 330
		SP:Iteration 48Q (9298.160000 sec): 3 clusters
  Score: Raw -4630627.820664 + Penalty 5103.944889 = -4625523.875775
  nChanged 352
		SP:Iteration 49Q (9298.530000 sec): 3 clusters
  Score: Raw -4630780.276207 + Penalty 5103.944889 = -4625676.331318
  nChanged 353
		SP:Iteration 50Q (9298.980000 sec): 3 clusters
  Score: Raw -4630919.857044 + Penalty 5103.944889 = -4625815.912155
  nChanged 329
		SP:Iteration 51Q (9299.380000 sec): 3 clusters
  Score: Raw -4631035.921489 + Penalty 5103.944889 = -4625931.976600
  nChanged 312
		SP:Iteration 52Q (9299.740000 sec): 3 clusters
  Score: Raw -4631141.254993 + Penalty 5103.944889 = -4626037.310104
  nChanged 296
		SP:Iteration 53Q (9300.180000 sec): 3 clusters
  Score: Raw -4631239.714332 + Penalty 5103.944889 = -4626135.769443
  nChanged 286
		SP:Iteration 54Q (9300.570000 sec): 3 clusters
  Score: Raw -4631334.797426 + Penalty 5103.944889 = -4626230.852537
  nChanged 281
		SP:Iteration 55Q (9301.030000 sec): 3 clusters
  Score: Raw -4631422.056376 + Penalty 5103.944889 = -4626318.111487
  nChanged 284
		SP:Iteration 56Q (9301.450000 sec): 3 clusters
  Score: Raw -4631517.211338 + Penalty 5103.944889 = -4626413.266449
  nChanged 306
		SP:Iteration 57Q (9301.820000 sec): 3 clusters
  Score: Raw -4631629.471057 + Penalty 5103.944889 = -4626525.526168
  nChanged 318
		SP:Iteration 58Q (9302.230000 sec): 3 clusters
  Score: Raw -4631754.539454 + Penalty 5103.944889 = -4626650.594565
  nChanged 372
		SP:Iteration 59Q (9302.610000 sec): 3 clusters
  Score: Raw -4631924.715361 + Penalty 5103.944889 = -4626820.770472
  nChanged 393
		SP:Iteration 60F (9303.050000 sec): 3 clusters
  Score: Raw -4632109.448027 + Penalty 5103.944889 = -4627005.503138
  nChanged 409
		SP:Iteration 61Q (9303.450000 sec): 3 clusters
  Score: Raw -4632310.767322 + Penalty 5103.944889 = -4627206.822433
  nChanged 434
		SP:Iteration 62Q (9303.780000 sec): 3 clusters
  Score: Raw -4632547.283988 + Penalty 5103.944889 = -4627443.339099
  nChanged 444
		SP:Iteration 63Q (9304.160000 sec): 3 clusters
  Score: Raw -4632805.146344 + Penalty 5103.944889 = -4627701.201455
  nChanged 476
		SP:Iteration 64Q (9304.500000 sec): 3 clusters
  Score: Raw -4633121.531237 + Penalty 5103.944889 = -4628017.586348
  nChanged 516
		SP:Iteration 65Q (9304.900000 sec): 3 clusters
  Score: Raw -4633495.140449 + Penalty 5103.944889 = -4628391.195560
  nChanged 565
		SP:Iteration 66Q (9305.250000 sec): 3 clusters
  Score: Raw -4633966.446399 + Penalty 5103.944889 = -4628862.501510
  nChanged 588
		SP:Iteration 67Q (9305.610000 sec): 3 clusters
  Score: Raw -4634687.884893 + Penalty 5103.944889 = -4629583.940004
  nChanged 628
		SP:Iteration 68Q (9305.990000 sec): 3 clusters
  Score: Raw -4635763.643655 + Penalty 5103.944889 = -4630659.698766
  nChanged 516
		SP:Iteration 69Q (9306.360000 sec): 3 clusters
  Score: Raw -4636442.151002 + Penalty 5103.944889 = -4631338.206113
  nChanged 348
		SP:Iteration 70Q (9306.730000 sec): 3 clusters
  Score: Raw -4636599.420063 + Penalty 5103.944889 = -4631495.475173
  nChanged 164
		SP:Iteration 71Q (9307.080000 sec): 3 clusters
  Score: Raw -4636639.132447 + Penalty 5103.944889 = -4631535.187558
  nChanged 98
		SP:Iteration 72Q (9307.420000 sec): 3 clusters
  Score: Raw -4636660.967463 + Penalty 5103.944889 = -4631557.022574
  nChanged 73
		SP:Iteration 73Q (9307.800000 sec): 3 clusters
  Score: Raw -4636670.377168 + Penalty 5103.944889 = -4631566.432279
  nChanged 49
		SP:Iteration 74Q (9308.150000 sec): 3 clusters
  Score: Raw -4636675.944661 + Penalty 5103.944889 = -4631571.999772
  nChanged 30
		SP:Iteration 75Q (9308.520000 sec): 3 clusters
  Score: Raw -4636678.400736 + Penalty 5103.944889 = -4631574.455847
  nChanged 21
		SP:Iteration 76Q (9308.800000 sec): 3 clusters
  Score: Raw -4636680.253616 + Penalty 5103.944889 = -4631576.308727
  nChanged 13
		SP:Iteration 77Q (9309.220000 sec): 3 clusters
  Score: Raw -4636681.461406 + Penalty 5103.944889 = -4631577.516517
  nChanged 12
		SP:Iteration 78Q (9309.610000 sec): 3 clusters
  Score: Raw -4636682.595773 + Penalty 5103.944889 = -4631578.650884
  nChanged 11
		SP:Iteration 79Q (9310.030000 sec): 3 clusters
  Score: Raw -4636683.423918 + Penalty 5103.944889 = -4631579.479029
  nChanged 11
		SP:Iteration 80F (9310.400000 sec): 3 clusters
  Score: Raw -4636689.691774 + Penalty 5103.944889 = -4631585.746885
  nChanged 16
		SP:Iteration 81Q (9310.770000 sec): 3 clusters
  Score: Raw -4636690.993923 + Penalty 5103.944889 = -4631587.049034
  nChanged 8
		SP:Iteration 82Q (9311.080000 sec): 3 clusters
  Score: Raw -4636691.332323 + Penalty 5103.944889 = -4631587.387434
  nChanged 6
		SP:Iteration 83Q (9311.450000 sec): 3 clusters
  Score: Raw -4636691.648782 + Penalty 5103.944889 = -4631587.703893
  nChanged 3
		SP:Iteration 84Q (9311.780000 sec): 3 clusters
  Score: Raw -4636691.922174 + Penalty 5103.944889 = -4631587.977285
  nChanged 5
		SP:Iteration 85Q (9312.180000 sec): 3 clusters
  Score: Raw -4636692.331488 + Penalty 5103.944889 = -4631588.386599
  nChanged 4
		SP:Iteration 86Q (9312.500000 sec): 3 clusters
  Score: Raw -4636692.512790 + Penalty 5103.944889 = -4631588.567901
  nChanged 2
		SP:Iteration 87Q (9312.900000 sec): 3 clusters
  Score: Raw -4636692.601265 + Penalty 5103.944889 = -4631588.656376
  nChanged 1
		SP:Iteration 88Q (9313.220000 sec): 3 clusters
  Score: Raw -4636692.625239 + Penalty 5103.944889 = -4631588.680350
  nChanged 1
		SP:Iteration 89Q (9313.530000 sec): 3 clusters
  Score: Raw -4636692.661912 + Penalty 5103.944889 = -4631588.717023
  nChanged 3
		SP:Iteration 90Q (9313.880000 sec): 3 clusters
  Score: Raw -4636692.857663 + Penalty 5103.944889 = -4631588.912774
  nChanged 5
		SP:Iteration 91Q (9314.240000 sec): 3 clusters
  Score: Raw -4636693.232992 + Penalty 5103.944889 = -4631589.288103
  nChanged 3
		SP:Iteration 92Q (9314.600000 sec): 3 clusters
  Score: Raw -4636693.449652 + Penalty 5103.944889 = -4631589.504763
  nChanged 4
		SP:Iteration 93Q (9314.950000 sec): 3 clusters
  Score: Raw -4636693.707613 + Penalty 5103.944889 = -4631589.762724
  nChanged 4
		SP:Iteration 94Q (9315.300000 sec): 3 clusters
  Score: Raw -4636693.927783 + Penalty 5103.944889 = -4631589.982894
  nChanged 4
		SP:Iteration 95Q (9315.640000 sec): 3 clusters
  Score: Raw -4636694.201471 + Penalty 5103.944889 = -4631590.256582
  nChanged 2
		SP:Iteration 96Q (9316.020000 sec): 3 clusters
  Score: Raw -4636694.314994 + Penalty 5103.944889 = -4631590.370105
  nChanged 3
		SP:Iteration 97Q (9316.430000 sec): 3 clusters
  Score: Raw -4636694.410223 + Penalty 5103.944889 = -4631590.465334
  nChanged 2
		SP:Iteration 98Q (9316.800000 sec): 3 clusters
  Score: Raw -4636694.570277 + Penalty 5103.944889 = -4631590.625388
  nChanged 2
		SP:Iteration 99Q (9317.130000 sec): 3 clusters
  Score: Raw -4636694.730744 + Penalty 5103.944889 = -4631590.785855
  nChanged 3
		SP:Iteration 100F (9317.560000 sec): 3 clusters
  Score: Raw -4636694.926151 + Penalty 5103.944889 = -4631590.981262
  nChanged 4
		SP:Iteration 101Q (9317.860000 sec): 3 clusters
  Score: Raw -4636695.148020 + Penalty 5103.944889 = -4631591.203131
  nChanged 0
		SP:Iteration 102F (9318.290000 sec): 3 clusters
  Score: Raw -4636695.148020 + Penalty 5103.944889 = -4631591.203131
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (16777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9318.500000 sec): 2 clusters
  Score: Raw -2562543.943182 + Penalty 2412.485517 = -2560131.457665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9318.850000 sec): 3 clusters
  Score: Raw -2552944.666827 + Penalty 4824.971033 = -2548119.695794
  nChanged 7356
		SP:Iteration 1F (9319.140000 sec): 3 clusters
  Score: Raw -2556994.621213 + Penalty 4824.971033 = -2552169.650180
  nChanged 1068
		SP:Iteration 2F (9319.410000 sec): 3 clusters
  Score: Raw -2557518.750597 + Penalty 4824.971033 = -2552693.779564
  nChanged 924
		SP:Iteration 3F (9319.720000 sec): 3 clusters
  Score: Raw -2557985.450872 + Penalty 4824.971033 = -2553160.479839
  nChanged 866
		SP:Iteration 4F (9319.950000 sec): 3 clusters
  Score: Raw -2558426.047245 + Penalty 4824.971033 = -2553601.076212
  nChanged 807
		SP:Iteration 5Q (9320.240000 sec): 3 clusters
  Score: Raw -2558882.595797 + Penalty 4824.971033 = -2554057.624764
  nChanged 845
		SP:Iteration 6F (9320.560000 sec): 3 clusters
  Score: Raw -2559430.375960 + Penalty 4824.971033 = -2554605.404927
  nChanged 892
		SP:Iteration 7F (9320.830000 sec): 3 clusters
  Score: Raw -2560032.821153 + Penalty 4824.971033 = -2555207.850120
  nChanged 844
		SP:Iteration 8F (9321.130000 sec): 3 clusters
  Score: Raw -2560592.728636 + Penalty 4824.971033 = -2555767.757603
  nChanged 757
		SP:Iteration 9Q (9321.390000 sec): 3 clusters
  Score: Raw -2561046.022804 + Penalty 4824.971033 = -2556221.051771
  nChanged 672
		SP:Iteration 10Q (9321.720000 sec): 3 clusters
  Score: Raw -2561407.076154 + Penalty 4824.971033 = -2556582.105121
  nChanged 585
		SP:Iteration 11Q (9322.050000 sec): 3 clusters
  Score: Raw -2561682.116999 + Penalty 4824.971033 = -2556857.145966
  nChanged 448
		SP:Iteration 12Q (9322.300000 sec): 3 clusters
  Score: Raw -2561848.161439 + Penalty 4824.971033 = -2557023.190406
  nChanged 358
		SP:Iteration 13Q (9322.620000 sec): 3 clusters
  Score: Raw -2561968.386865 + Penalty 4824.971033 = -2557143.415832
  nChanged 311
		SP:Iteration 14Q (9322.930000 sec): 3 clusters
  Score: Raw -2562075.691476 + Penalty 4824.971033 = -2557250.720443
  nChanged 278
		SP:Iteration 15Q (9323.250000 sec): 3 clusters
  Score: Raw -2562170.176184 + Penalty 4824.971033 = -2557345.205151
  nChanged 255
		SP:Iteration 16Q (9323.640000 sec): 3 clusters
  Score: Raw -2562259.471429 + Penalty 4824.971033 = -2557434.500396
  nChanged 247
		SP:Iteration 17Q (9323.900000 sec): 3 clusters
  Score: Raw -2562348.045836 + Penalty 4824.971033 = -2557523.074803
  nChanged 252
		SP:Iteration 18Q (9324.220000 sec): 3 clusters
  Score: Raw -2562436.080402 + Penalty 4824.971033 = -2557611.109368
  nChanged 252
		SP:Iteration 19Q (9324.500000 sec): 3 clusters
  Score: Raw -2562533.499788 + Penalty 4824.971033 = -2557708.528755
  nChanged 275
		SP:Iteration 20F (9324.830000 sec): 3 clusters
  Score: Raw -2562657.639713 + Penalty 4824.971033 = -2557832.668680
  nChanged 294
		SP:Iteration 21Q (9325.180000 sec): 3 clusters
  Score: Raw -2562793.473288 + Penalty 4824.971033 = -2557968.502254
  nChanged 290
		SP:Iteration 22Q (9325.510000 sec): 3 clusters
  Score: Raw -2562932.275616 + Penalty 4824.971033 = -2558107.304583
  nChanged 274
		SP:Iteration 23Q (9325.810000 sec): 3 clusters
  Score: Raw -2563077.060868 + Penalty 4824.971033 = -2558252.089835
  nChanged 259
		SP:Iteration 24Q (9326.140000 sec): 3 clusters
  Score: Raw -2563207.634836 + Penalty 4824.971033 = -2558382.663803
  nChanged 247
		SP:Iteration 25Q (9326.470000 sec): 3 clusters
  Score: Raw -2563338.216177 + Penalty 4824.971033 = -2558513.245144
  nChanged 267
		SP:Iteration 26Q (9326.700000 sec): 3 clusters
  Score: Raw -2563479.524913 + Penalty 4824.971033 = -2558654.553880
  nChanged 253
		SP:Iteration 27Q (9327.040000 sec): 3 clusters
  Score: Raw -2563606.413373 + Penalty 4824.971033 = -2558781.442339
  nChanged 221
		SP:Iteration 28Q (9327.290000 sec): 3 clusters
  Score: Raw -2563707.330543 + Penalty 4824.971033 = -2558882.359510
  nChanged 191
		SP:Iteration 29Q (9327.570000 sec): 3 clusters
  Score: Raw -2563783.963444 + Penalty 4824.971033 = -2558958.992410
  nChanged 165
		SP:Iteration 30Q (9327.910000 sec): 3 clusters
  Score: Raw -2563841.743322 + Penalty 4824.971033 = -2559016.772288
  nChanged 156
		SP:Iteration 31Q (9328.190000 sec): 3 clusters
  Score: Raw -2563896.216187 + Penalty 4824.971033 = -2559071.245154
  nChanged 138
		SP:Iteration 32Q (9328.440000 sec): 3 clusters
  Score: Raw -2563942.437436 + Penalty 4824.971033 = -2559117.466402
  nChanged 139
		SP:Iteration 33Q (9328.770000 sec): 3 clusters
  Score: Raw -2563982.600515 + Penalty 4824.971033 = -2559157.629482
  nChanged 112
		SP:Iteration 34Q (9329.160000 sec): 3 clusters
  Score: Raw -2564017.836979 + Penalty 4824.971033 = -2559192.865946
  nChanged 111
		SP:Iteration 35Q (9329.470000 sec): 3 clusters
  Score: Raw -2564049.845674 + Penalty 4824.971033 = -2559224.874641
  nChanged 89
		SP:Iteration 36Q (9329.780000 sec): 3 clusters
  Score: Raw -2564073.715535 + Penalty 4824.971033 = -2559248.744502
  nChanged 97
		SP:Iteration 37Q (9330.160000 sec): 3 clusters
  Score: Raw -2564096.848606 + Penalty 4824.971033 = -2559271.877573
  nChanged 87
		SP:Iteration 38Q (9330.420000 sec): 3 clusters
  Score: Raw -2564118.749366 + Penalty 4824.971033 = -2559293.778332
  nChanged 95
		SP:Iteration 39Q (9330.700000 sec): 3 clusters
  Score: Raw -2564143.214348 + Penalty 4824.971033 = -2559318.243315
  nChanged 78
		SP:Iteration 40F (9331.040000 sec): 3 clusters
  Score: Raw -2564162.153628 + Penalty 4824.971033 = -2559337.182595
  nChanged 77
		SP:Iteration 41Q (9331.360000 sec): 3 clusters
  Score: Raw -2564178.522239 + Penalty 4824.971033 = -2559353.551206
  nChanged 66
		SP:Iteration 42Q (9331.690000 sec): 3 clusters
  Score: Raw -2564192.294491 + Penalty 4824.971033 = -2559367.323457
  nChanged 61
		SP:Iteration 43Q (9331.960000 sec): 3 clusters
  Score: Raw -2564204.008947 + Penalty 4824.971033 = -2559379.037914
  nChanged 52
		SP:Iteration 44Q (9332.250000 sec): 3 clusters
  Score: Raw -2564212.966207 + Penalty 4824.971033 = -2559387.995174
  nChanged 36
		SP:Iteration 45Q (9332.540000 sec): 3 clusters
  Score: Raw -2564219.464316 + Penalty 4824.971033 = -2559394.493283
  nChanged 38
		SP:Iteration 46Q (9332.860000 sec): 3 clusters
  Score: Raw -2564226.305401 + Penalty 4824.971033 = -2559401.334368
  nChanged 23
		SP:Iteration 47Q (9333.150000 sec): 3 clusters
  Score: Raw -2564230.521854 + Penalty 4824.971033 = -2559405.550821
  nChanged 22
		SP:Iteration 48Q (9333.430000 sec): 3 clusters
  Score: Raw -2564234.534986 + Penalty 4824.971033 = -2559409.563953
  nChanged 24
		SP:Iteration 49Q (9333.720000 sec): 3 clusters
  Score: Raw -2564238.482596 + Penalty 4824.971033 = -2559413.511563
  nChanged 20
		SP:Iteration 50Q (9334.000000 sec): 3 clusters
  Score: Raw -2564241.622039 + Penalty 4824.971033 = -2559416.651005
  nChanged 20
		SP:Iteration 51Q (9334.290000 sec): 3 clusters
  Score: Raw -2564245.394668 + Penalty 4824.971033 = -2559420.423635
  nChanged 25
		SP:Iteration 52Q (9334.580000 sec): 3 clusters
  Score: Raw -2564249.879436 + Penalty 4824.971033 = -2559424.908403
  nChanged 27
		SP:Iteration 53Q (9334.860000 sec): 3 clusters
  Score: Raw -2564255.020177 + Penalty 4824.971033 = -2559430.049144
  nChanged 22
		SP:Iteration 54Q (9335.150000 sec): 3 clusters
  Score: Raw -2564258.710050 + Penalty 4824.971033 = -2559433.739017
  nChanged 18
		SP:Iteration 55Q (9335.440000 sec): 3 clusters
  Score: Raw -2564262.487183 + Penalty 4824.971033 = -2559437.516150
  nChanged 21
		SP:Iteration 56Q (9335.760000 sec): 3 clusters
  Score: Raw -2564266.369766 + Penalty 4824.971033 = -2559441.398733
  nChanged 20
		SP:Iteration 57Q (9336.050000 sec): 3 clusters
  Score: Raw -2564269.170849 + Penalty 4824.971033 = -2559444.199815
  nChanged 17
		SP:Iteration 58Q (9336.340000 sec): 3 clusters
  Score: Raw -2564271.389232 + Penalty 4824.971033 = -2559446.418199
  nChanged 20
		SP:Iteration 59Q (9336.620000 sec): 3 clusters
  Score: Raw -2564274.155319 + Penalty 4824.971033 = -2559449.184286
  nChanged 12
		SP:Iteration 60F (9336.960000 sec): 3 clusters
  Score: Raw -2564276.227370 + Penalty 4824.971033 = -2559451.256337
  nChanged 12
		SP:Iteration 61Q (9337.290000 sec): 3 clusters
  Score: Raw -2564278.251101 + Penalty 4824.971033 = -2559453.280068
  nChanged 11
		SP:Iteration 62Q (9337.610000 sec): 3 clusters
  Score: Raw -2564279.844407 + Penalty 4824.971033 = -2559454.873374
  nChanged 8
		SP:Iteration 63Q (9337.970000 sec): 3 clusters
  Score: Raw -2564280.849757 + Penalty 4824.971033 = -2559455.878724
  nChanged 7
		SP:Iteration 64Q (9338.260000 sec): 3 clusters
  Score: Raw -2564282.175701 + Penalty 4824.971033 = -2559457.204668
  nChanged 16
		SP:Iteration 65Q (9338.560000 sec): 3 clusters
  Score: Raw -2564284.559482 + Penalty 4824.971033 = -2559459.588449
  nChanged 16
		SP:Iteration 66Q (9338.840000 sec): 3 clusters
  Score: Raw -2564287.111094 + Penalty 4824.971033 = -2559462.140061
  nChanged 14
		SP:Iteration 67Q (9339.130000 sec): 3 clusters
  Score: Raw -2564288.761035 + Penalty 4824.971033 = -2559463.790002
  nChanged 14
		SP:Iteration 68Q (9339.420000 sec): 3 clusters
  Score: Raw -2564290.487465 + Penalty 4824.971033 = -2559465.516431
  nChanged 14
		SP:Iteration 69Q (9339.750000 sec): 3 clusters
  Score: Raw -2564292.077209 + Penalty 4824.971033 = -2559467.106176
  nChanged 19
		SP:Iteration 70Q (9340.090000 sec): 3 clusters
  Score: Raw -2564294.898085 + Penalty 4824.971033 = -2559469.927052
  nChanged 21
		SP:Iteration 71Q (9340.410000 sec): 3 clusters
  Score: Raw -2564298.112213 + Penalty 4824.971033 = -2559473.141180
  nChanged 18
		SP:Iteration 72Q (9340.700000 sec): 3 clusters
  Score: Raw -2564300.696667 + Penalty 4824.971033 = -2559475.725634
  nChanged 20
		SP:Iteration 73Q (9341.040000 sec): 3 clusters
  Score: Raw -2564303.659180 + Penalty 4824.971033 = -2559478.688147
  nChanged 25
		SP:Iteration 74Q (9341.380000 sec): 3 clusters
  Score: Raw -2564306.802341 + Penalty 4824.971033 = -2559481.831308
  nChanged 17
		SP:Iteration 75Q (9341.710000 sec): 3 clusters
  Score: Raw -2564308.824279 + Penalty 4824.971033 = -2559483.853246
  nChanged 20
		SP:Iteration 76Q (9342.040000 sec): 3 clusters
  Score: Raw -2564311.673170 + Penalty 4824.971033 = -2559486.702137
  nChanged 10
		SP:Iteration 77Q (9342.330000 sec): 3 clusters
  Score: Raw -2564312.861592 + Penalty 4824.971033 = -2559487.890559
  nChanged 12
		SP:Iteration 78Q (9342.620000 sec): 3 clusters
  Score: Raw -2564314.132387 + Penalty 4824.971033 = -2559489.161354
  nChanged 7
		SP:Iteration 79Q (9342.910000 sec): 3 clusters
  Score: Raw -2564314.624520 + Penalty 4824.971033 = -2559489.653487
  nChanged 4
		SP:Iteration 80F (9343.240000 sec): 3 clusters
  Score: Raw -2564315.211158 + Penalty 4824.971033 = -2559490.240125
  nChanged 6
		SP:Iteration 81Q (9343.530000 sec): 3 clusters
  Score: Raw -2564315.805154 + Penalty 4824.971033 = -2559490.834121
  nChanged 3
		SP:Iteration 82Q (9343.870000 sec): 3 clusters
  Score: Raw -2564316.350628 + Penalty 4824.971033 = -2559491.379595
  nChanged 5
		SP:Iteration 83Q (9344.150000 sec): 3 clusters
  Score: Raw -2564316.877085 + Penalty 4824.971033 = -2559491.906051
  nChanged 7
		SP:Iteration 84Q (9344.440000 sec): 3 clusters
  Score: Raw -2564317.627568 + Penalty 4824.971033 = -2559492.656535
  nChanged 7
		SP:Iteration 85Q (9344.730000 sec): 3 clusters
  Score: Raw -2564318.481771 + Penalty 4824.971033 = -2559493.510738
  nChanged 4
		SP:Iteration 86Q (9345.020000 sec): 3 clusters
  Score: Raw -2564318.811666 + Penalty 4824.971033 = -2559493.840633
  nChanged 5
		SP:Iteration 87Q (9345.400000 sec): 3 clusters
  Score: Raw -2564319.294031 + Penalty 4824.971033 = -2559494.322998
  nChanged 2
		SP:Iteration 88Q (9345.700000 sec): 3 clusters
  Score: Raw -2564319.514698 + Penalty 4824.971033 = -2559494.543665
  nChanged 1
		SP:Iteration 89Q (9345.990000 sec): 3 clusters
  Score: Raw -2564319.570575 + Penalty 4824.971033 = -2559494.599542
  nChanged 1
		SP:Iteration 90Q (9346.270000 sec): 3 clusters
  Score: Raw -2564319.771211 + Penalty 4824.971033 = -2559494.800178
  nChanged 1
		SP:Iteration 91Q (9346.600000 sec): 3 clusters
  Score: Raw -2564319.819362 + Penalty 4824.971033 = -2559494.848329
  nChanged 0
		SP:Iteration 92F (9346.930000 sec): 3 clusters
  Score: Raw -2564319.819362 + Penalty 4824.971033 = -2559494.848329
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (1672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9347.000000 sec): 2 clusters
  Score: Raw -221265.103308 + Penalty 1840.600397 = -219424.502911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9347.180000 sec): 3 clusters
  Score: Raw -221360.944017 + Penalty 3681.200794 = -217679.743224
  nChanged 630
		SP:Iteration 1F (9347.360000 sec): 3 clusters
  Score: Raw -224014.677783 + Penalty 3681.200794 = -220333.476990
  nChanged 287
		SP:Iteration 2F (9347.530000 sec): 3 clusters
  Score: Raw -225227.625268 + Penalty 3681.200794 = -221546.424474
  nChanged 154
		SP:Iteration 3F (9347.710000 sec): 3 clusters
  Score: Raw -225770.494809 + Penalty 3681.200794 = -222089.294015
  nChanged 98
		SP:Iteration 4F (9347.880000 sec): 3 clusters
  Score: Raw -226254.917441 + Penalty 3681.200794 = -222573.716647
  nChanged 105
		SP:Iteration 5F (9348.060000 sec): 3 clusters
  Score: Raw -226555.177579 + Penalty 3681.200794 = -222873.976786
  nChanged 78
		SP:Iteration 6Q (9348.230000 sec): 3 clusters
  Score: Raw -226699.889771 + Penalty 3681.200794 = -223018.688977
  nChanged 55
		SP:Iteration 7Q (9348.410000 sec): 3 clusters
  Score: Raw -226789.313160 + Penalty 3681.200794 = -223108.112366
  nChanged 31
		SP:Iteration 8Q (9348.580000 sec): 3 clusters
  Score: Raw -226824.741368 + Penalty 3681.200794 = -223143.540575
  nChanged 21
		SP:Iteration 9Q (9348.760000 sec): 3 clusters
  Score: Raw -226845.134162 + Penalty 3681.200794 = -223163.933369
  nChanged 11
		SP:Iteration 10Q (9348.940000 sec): 3 clusters
  Score: Raw -226851.551317 + Penalty 3681.200794 = -223170.350523
  nChanged 8
		SP:Iteration 11Q (9349.120000 sec): 3 clusters
  Score: Raw -226856.533693 + Penalty 3681.200794 = -223175.332900
  nChanged 9
		SP:Iteration 12Q (9349.290000 sec): 3 clusters
  Score: Raw -226861.990296 + Penalty 3681.200794 = -223180.789503
  nChanged 9
		SP:Iteration 13Q (9349.460000 sec): 3 clusters
  Score: Raw -226867.730716 + Penalty 3681.200794 = -223186.529922
  nChanged 8
		SP:Iteration 14Q (9349.640000 sec): 3 clusters
  Score: Raw -226871.801540 + Penalty 3681.200794 = -223190.600746
  nChanged 4
		SP:Iteration 15Q (9349.820000 sec): 3 clusters
  Score: Raw -226875.273084 + Penalty 3681.200794 = -223194.072290
  nChanged 5
		SP:Iteration 16Q (9349.990000 sec): 3 clusters
  Score: Raw -226879.894069 + Penalty 3681.200794 = -223198.693275
  nChanged 6
		SP:Iteration 17Q (9350.170000 sec): 3 clusters
  Score: Raw -226885.054030 + Penalty 3681.200794 = -223203.853236
  nChanged 4
		SP:Iteration 18Q (9350.340000 sec): 3 clusters
  Score: Raw -226886.989993 + Penalty 3681.200794 = -223205.789199
  nChanged 1
		SP:Iteration 19Q (9350.520000 sec): 3 clusters
  Score: Raw -226887.112050 + Penalty 3681.200794 = -223205.911257
  nChanged 0
		SP:Iteration 20F (9350.730000 sec): 3 clusters
  Score: Raw -226914.431783 + Penalty 3681.200794 = -223233.230990
  nChanged 1
		SP:Iteration 21Q (9350.910000 sec): 3 clusters
  Score: Raw -226997.014170 + Penalty 3681.200794 = -223315.813376
  nChanged 4
		SP:Iteration 22Q (9351.040000 sec): 3 clusters
  Score: Raw -227042.433460 + Penalty 3681.200794 = -223361.232666
  nChanged 11
		SP:Iteration 23Q (9351.240000 sec): 3 clusters
  Score: Raw -227050.284429 + Penalty 3681.200794 = -223369.083635
  nChanged 7
		SP:Iteration 24Q (9351.420000 sec): 3 clusters
  Score: Raw -227055.204246 + Penalty 3681.200794 = -223374.003452
  nChanged 11
		SP:Iteration 25Q (9351.580000 sec): 3 clusters
  Score: Raw -227065.654673 + Penalty 3681.200794 = -223384.453879
  nChanged 5
		SP:Iteration 26Q (9351.770000 sec): 3 clusters
  Score: Raw -227086.231839 + Penalty 3681.200794 = -223405.031045
  nChanged 11
		SP:Iteration 27Q (9351.940000 sec): 3 clusters
  Score: Raw -227134.621070 + Penalty 3681.200794 = -223453.420277
  nChanged 13
		SP:Iteration 28Q (9352.070000 sec): 3 clusters
  Score: Raw -227159.485642 + Penalty 3681.200794 = -223478.284849
  nChanged 13
		SP:Iteration 29Q (9352.250000 sec): 3 clusters
  Score: Raw -227212.063172 + Penalty 3681.200794 = -223530.862378
  nChanged 13
		SP:Iteration 30Q (9352.350000 sec): 3 clusters
  Score: Raw -227235.694405 + Penalty 3681.200794 = -223554.493612
  nChanged 7
		SP:Iteration 31Q (9352.520000 sec): 3 clusters
  Score: Raw -227245.566639 + Penalty 3681.200794 = -223564.365846
  nChanged 6
		SP:Iteration 32Q (9352.630000 sec): 3 clusters
  Score: Raw -227291.855247 + Penalty 3681.200794 = -223610.654453
  nChanged 8
		SP:Iteration 33Q (9352.790000 sec): 3 clusters
  Score: Raw -227355.273823 + Penalty 3681.200794 = -223674.073030
  nChanged 11
		SP:Iteration 34Q (9352.910000 sec): 3 clusters
  Score: Raw -227389.468642 + Penalty 3681.200794 = -223708.267848
  nChanged 6
		SP:Iteration 35Q (9353.050000 sec): 3 clusters
  Score: Raw -227394.222283 + Penalty 3681.200794 = -223713.021489
  nChanged 3
		SP:Iteration 36Q (9353.190000 sec): 3 clusters
  Score: Raw -227395.980032 + Penalty 3681.200794 = -223714.779238
  nChanged 1
		SP:Iteration 37Q (9353.320000 sec): 3 clusters
  Score: Raw -227396.334512 + Penalty 3681.200794 = -223715.133719
  nChanged 0
		SP:Iteration 38F (9353.460000 sec): 3 clusters
  Score: Raw -227416.946854 + Penalty 3681.200794 = -223735.746061
  nChanged 2
		SP:Iteration 39Q (9353.600000 sec): 3 clusters
  Score: Raw -227441.563033 + Penalty 3681.200794 = -223760.362240
  nChanged 4
		SP:Iteration 40F (9353.780000 sec): 3 clusters
  Score: Raw -227472.806227 + Penalty 3681.200794 = -223791.605434
  nChanged 8
		SP:Iteration 41Q (9353.920000 sec): 3 clusters
  Score: Raw -227533.755656 + Penalty 3681.200794 = -223852.554862
  nChanged 7
		SP:Iteration 42Q (9354.030000 sec): 3 clusters
  Score: Raw -227549.322951 + Penalty 3681.200794 = -223868.122157
  nChanged 3
		SP:Iteration 43Q (9354.170000 sec): 3 clusters
  Score: Raw -227562.208567 + Penalty 3681.200794 = -223881.007774
  nChanged 2
		SP:Iteration 44Q (9354.310000 sec): 3 clusters
  Score: Raw -227564.515357 + Penalty 3681.200794 = -223883.314563
  nChanged 0
		SP:Iteration 45F (9354.490000 sec): 3 clusters
  Score: Raw -227564.515357 + Penalty 3681.200794 = -223883.314563
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (296802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9356.390000 sec): 2 clusters
  Score: Raw -47335133.856974 + Penalty 3125.003491 = -47332008.853482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9358.670000 sec): 3 clusters
  Score: Raw -47138281.883746 + Penalty 6250.006982 = -47132031.876763
  nChanged 143904
		SP:Iteration 1F (9360.680000 sec): 3 clusters
  Score: Raw -47224345.356625 + Penalty 6250.006982 = -47218095.349643
  nChanged 8545
		SP:Iteration 2Q (9363.120000 sec): 3 clusters
  Score: Raw -47226428.317138 + Penalty 6250.006982 = -47220178.310156
  nChanged 10742
		SP:Iteration 3Q (9365.410000 sec): 3 clusters
  Score: Raw -47229949.861587 + Penalty 6250.006982 = -47223699.854605
  nChanged 14162
		SP:Iteration 4Q (9367.760000 sec): 3 clusters
  Score: Raw -47236286.201505 + Penalty 6250.006982 = -47230036.194522
  nChanged 18845
		SP:Iteration 5F (9369.910000 sec): 3 clusters
  Score: Raw -47247484.778146 + Penalty 6250.006982 = -47241234.771163
  nChanged 23439
		SP:Iteration 6F (9372.320000 sec): 3 clusters
  Score: Raw -47264779.954764 + Penalty 6250.006982 = -47258529.947781
  nChanged 24847
		SP:Iteration 7F (9374.740000 sec): 3 clusters
  Score: Raw -47285568.061429 + Penalty 6250.006982 = -47279318.054447
  nChanged 21430
		SP:Iteration 8F (9376.850000 sec): 3 clusters
  Score: Raw -47304336.883291 + Penalty 6250.006982 = -47298086.876309
  nChanged 15304
		SP:Iteration 9F (9378.930000 sec): 3 clusters
  Score: Raw -47318113.459423 + Penalty 6250.006982 = -47311863.452440
  nChanged 9709
		SP:Iteration 10Q (9381.240000 sec): 3 clusters
  Score: Raw -47326914.925789 + Penalty 6250.006982 = -47320664.918807
  nChanged 5323
		SP:Iteration 11Q (9383.540000 sec): 3 clusters
  Score: Raw -47331566.171606 + Penalty 6250.006982 = -47325316.164624
  nChanged 2582
		SP:Iteration 12Q (9385.700000 sec): 3 clusters
  Score: Raw -47333735.150879 + Penalty 6250.006982 = -47327485.143897
  nChanged 1098
		SP:Iteration 13Q (9387.770000 sec): 3 clusters
  Score: Raw -47334639.626836 + Penalty 6250.006982 = -47328389.619854
  nChanged 490
		SP:Iteration 14Q (9390.040000 sec): 3 clusters
  Score: Raw -47335037.266220 + Penalty 6250.006982 = -47328787.259237
  nChanged 229
		SP:Iteration 15Q (9392.410000 sec): 3 clusters
  Score: Raw -47335219.736472 + Penalty 6250.006982 = -47328969.729490
  nChanged 131
		SP:Iteration 16Q (9394.490000 sec): 3 clusters
  Score: Raw -47335321.527858 + Penalty 6250.006982 = -47329071.520876
  nChanged 91
		SP:Iteration 17Q (9396.490000 sec): 3 clusters
  Score: Raw -47335397.548170 + Penalty 6250.006982 = -47329147.541187
  nChanged 57
		SP:Iteration 18Q (9398.480000 sec): 3 clusters
  Score: Raw -47335445.618932 + Penalty 6250.006982 = -47329195.611950
  nChanged 41
		SP:Iteration 19Q (9400.510000 sec): 3 clusters
  Score: Raw -47335474.587167 + Penalty 6250.006982 = -47329224.580184
  nChanged 30
		SP:Iteration 20F (9402.610000 sec): 3 clusters
  Score: Raw -47335495.387262 + Penalty 6250.006982 = -47329245.380280
  nChanged 22
		SP:Iteration 21Q (9404.950000 sec): 3 clusters
  Score: Raw -47335511.352424 + Penalty 6250.006982 = -47329261.345442
  nChanged 16
		SP:Iteration 22Q (9407.720000 sec): 3 clusters
  Score: Raw -47335526.202980 + Penalty 6250.006982 = -47329276.195997
  nChanged 17
		SP:Iteration 23Q (9410.490000 sec): 3 clusters
  Score: Raw -47335540.062546 + Penalty 6250.006982 = -47329290.055564
  nChanged 15
		SP:Iteration 24Q (9413.290000 sec): 3 clusters
  Score: Raw -47335553.857255 + Penalty 6250.006982 = -47329303.850273
  nChanged 12
		SP:Iteration 25Q (9416.040000 sec): 3 clusters
  Score: Raw -47335569.011374 + Penalty 6250.006982 = -47329319.004392
  nChanged 19
		SP:Iteration 26Q (9418.070000 sec): 3 clusters
  Score: Raw -47335582.505552 + Penalty 6250.006982 = -47329332.498570
  nChanged 10
		SP:Iteration 27Q (9420.030000 sec): 3 clusters
  Score: Raw -47335588.399991 + Penalty 6250.006982 = -47329338.393009
  nChanged 6
		SP:Iteration 28Q (9422.130000 sec): 3 clusters
  Score: Raw -47335593.737546 + Penalty 6250.006982 = -47329343.730563
  nChanged 7
		SP:Iteration 29Q (9424.270000 sec): 3 clusters
  Score: Raw -47335599.470944 + Penalty 6250.006982 = -47329349.463962
  nChanged 8
		SP:Iteration 30Q (9426.250000 sec): 3 clusters
  Score: Raw -47335604.638395 + Penalty 6250.006982 = -47329354.631413
  nChanged 4
		SP:Iteration 31Q (9428.470000 sec): 3 clusters
  Score: Raw -47335607.577166 + Penalty 6250.006982 = -47329357.570184
  nChanged 4
		SP:Iteration 32Q (9430.590000 sec): 3 clusters
  Score: Raw -47335609.406257 + Penalty 6250.006982 = -47329359.399274
  nChanged 2
		SP:Iteration 33Q (9432.770000 sec): 3 clusters
  Score: Raw -47335610.712287 + Penalty 6250.006982 = -47329360.705305
  nChanged 4
		SP:Iteration 34Q (9434.990000 sec): 3 clusters
  Score: Raw -47335614.257317 + Penalty 6250.006982 = -47329364.250335
  nChanged 3
		SP:Iteration 35Q (9437.100000 sec): 3 clusters
  Score: Raw -47335617.020754 + Penalty 6250.006982 = -47329367.013772
  nChanged 5
		SP:Iteration 36Q (9439.140000 sec): 3 clusters
  Score: Raw -47335621.911422 + Penalty 6250.006982 = -47329371.904440
  nChanged 5
		SP:Iteration 37Q (9441.290000 sec): 3 clusters
  Score: Raw -47335625.361249 + Penalty 6250.006982 = -47329375.354267
  nChanged 3
		SP:Iteration 38Q (9443.340000 sec): 3 clusters
  Score: Raw -47335628.752703 + Penalty 6250.006982 = -47329378.745721
  nChanged 11
		SP:Iteration 39Q (9445.600000 sec): 3 clusters
  Score: Raw -47335636.894384 + Penalty 6250.006982 = -47329386.887402
  nChanged 4
		SP:Iteration 40F (9447.860000 sec): 3 clusters
  Score: Raw -47335639.570159 + Penalty 6250.006982 = -47329389.563176
  nChanged 2
		SP:Iteration 41Q (9449.920000 sec): 3 clusters
  Score: Raw -47335641.229060 + Penalty 6250.006982 = -47329391.222078
  nChanged 1
		SP:Iteration 42Q (9452.030000 sec): 3 clusters
  Score: Raw -47335641.810953 + Penalty 6250.006982 = -47329391.803971
  nChanged 0
		SP:Iteration 43F (9454.120000 sec): 3 clusters
  Score: Raw -47335641.810953 + Penalty 6250.006982 = -47329391.803971
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (35054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9454.580000 sec): 2 clusters
  Score: Raw -5396739.025585 + Penalty 2595.231962 = -5394143.793622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9454.980000 sec): 3 clusters
  Score: Raw -5375586.437345 + Penalty 5190.463924 = -5370395.973420
  nChanged 15882
		SP:Iteration 1F (9455.450000 sec): 3 clusters
  Score: Raw -5384679.627292 + Penalty 5190.463924 = -5379489.163367
  nChanged 2125
		SP:Iteration 2F (9455.880000 sec): 3 clusters
  Score: Raw -5386062.520210 + Penalty 5190.463924 = -5380872.056285
  nChanged 2280
		SP:Iteration 3F (9456.370000 sec): 3 clusters
  Score: Raw -5387726.077059 + Penalty 5190.463924 = -5382535.613134
  nChanged 2360
		SP:Iteration 4F (9456.810000 sec): 3 clusters
  Score: Raw -5389622.469816 + Penalty 5190.463924 = -5384432.005891
  nChanged 2601
		SP:Iteration 5F (9457.240000 sec): 3 clusters
  Score: Raw -5392351.288528 + Penalty 5190.463924 = -5387160.824604
  nChanged 3030
		SP:Iteration 6F (9457.660000 sec): 3 clusters
  Score: Raw -5396396.102764 + Penalty 5190.463924 = -5391205.638840
  nChanged 3116
		SP:Iteration 7F (9458.090000 sec): 3 clusters
  Score: Raw -5401627.017837 + Penalty 5190.463924 = -5396436.553913
  nChanged 2512
		SP:Iteration 8F (9458.480000 sec): 3 clusters
  Score: Raw -5405060.033946 + Penalty 5190.463924 = -5399869.570022
  nChanged 1461
		SP:Iteration 9Q (9458.950000 sec): 3 clusters
  Score: Raw -5406128.848594 + Penalty 5190.463924 = -5400938.384670
  nChanged 838
		SP:Iteration 10Q (9459.420000 sec): 3 clusters
  Score: Raw -5406645.745996 + Penalty 5190.463924 = -5401455.282072
  nChanged 579
		SP:Iteration 11Q (9459.820000 sec): 3 clusters
  Score: Raw -5407069.430926 + Penalty 5190.463924 = -5401878.967001
  nChanged 481
		SP:Iteration 12Q (9460.270000 sec): 3 clusters
  Score: Raw -5407441.179460 + Penalty 5190.463924 = -5402250.715535
  nChanged 413
		SP:Iteration 13Q (9460.790000 sec): 3 clusters
  Score: Raw -5407717.631877 + Penalty 5190.463924 = -5402527.167953
  nChanged 316
		SP:Iteration 14Q (9461.180000 sec): 3 clusters
  Score: Raw -5407873.863435 + Penalty 5190.463924 = -5402683.399511
  nChanged 231
		SP:Iteration 15Q (9461.620000 sec): 3 clusters
  Score: Raw -5407954.234686 + Penalty 5190.463924 = -5402763.770762
  nChanged 174
		SP:Iteration 16Q (9462.010000 sec): 3 clusters
  Score: Raw -5408006.778443 + Penalty 5190.463924 = -5402816.314519
  nChanged 128
		SP:Iteration 17Q (9462.440000 sec): 3 clusters
  Score: Raw -5408038.280553 + Penalty 5190.463924 = -5402847.816629
  nChanged 105
		SP:Iteration 18Q (9462.920000 sec): 3 clusters
  Score: Raw -5408057.705471 + Penalty 5190.463924 = -5402867.241546
  nChanged 85
		SP:Iteration 19Q (9463.370000 sec): 3 clusters
  Score: Raw -5408071.023732 + Penalty 5190.463924 = -5402880.559808
  nChanged 62
		SP:Iteration 20F (9463.820000 sec): 3 clusters
  Score: Raw -5408078.803824 + Penalty 5190.463924 = -5402888.339900
  nChanged 52
		SP:Iteration 21Q (9464.220000 sec): 3 clusters
  Score: Raw -5408083.974473 + Penalty 5190.463924 = -5402893.510549
  nChanged 33
		SP:Iteration 22Q (9464.620000 sec): 3 clusters
  Score: Raw -5408086.815071 + Penalty 5190.463924 = -5402896.351146
  nChanged 16
		SP:Iteration 23Q (9465.060000 sec): 3 clusters
  Score: Raw -5408087.942649 + Penalty 5190.463924 = -5402897.478725
  nChanged 7
		SP:Iteration 24Q (9465.480000 sec): 3 clusters
  Score: Raw -5408088.690139 + Penalty 5190.463924 = -5402898.226215
  nChanged 9
		SP:Iteration 25Q (9465.820000 sec): 3 clusters
  Score: Raw -5408089.217473 + Penalty 5190.463924 = -5402898.753549
  nChanged 7
		SP:Iteration 26Q (9466.230000 sec): 3 clusters
  Score: Raw -5408089.552487 + Penalty 5190.463924 = -5402899.088563
  nChanged 3
		SP:Iteration 27Q (9466.640000 sec): 3 clusters
  Score: Raw -5408089.745027 + Penalty 5190.463924 = -5402899.281102
  nChanged 5
		SP:Iteration 28Q (9467.060000 sec): 3 clusters
  Score: Raw -5408090.101212 + Penalty 5190.463924 = -5402899.637288
  nChanged 5
		SP:Iteration 29Q (9467.430000 sec): 3 clusters
  Score: Raw -5408090.392474 + Penalty 5190.463924 = -5402899.928550
  nChanged 5
		SP:Iteration 30Q (9467.830000 sec): 3 clusters
  Score: Raw -5408090.614136 + Penalty 5190.463924 = -5402900.150212
  nChanged 2
		SP:Iteration 31Q (9468.260000 sec): 3 clusters
  Score: Raw -5408090.698512 + Penalty 5190.463924 = -5402900.234587
  nChanged 1
		SP:Iteration 32Q (9468.650000 sec): 3 clusters
  Score: Raw -5408090.728768 + Penalty 5190.463924 = -5402900.264844
  nChanged 1
		SP:Iteration 33Q (9469.080000 sec): 3 clusters
  Score: Raw -5408090.779784 + Penalty 5190.463924 = -5402900.315860
  nChanged 0
		SP:Iteration 34F (9469.500000 sec): 3 clusters
  Score: Raw -5408090.779784 + Penalty 5190.463924 = -5402900.315860
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Iteration 59Q (9670.460000 sec): 56 clusters
  Score: Raw -288991301.042842 + Penalty 196999.784000 = -288794301.258842
  nChanged 40279
Iteration 60F (9968.970000 sec): 56 clusters
  Score: Raw -289015673.895044 + Penalty 196999.784000 = -288818674.111044
  nChanged 30669
Iteration 61Q (10148.740000 sec): 56 clusters
  Score: Raw -289025649.763943 + Penalty 196999.784000 = -288828649.979943
  nChanged 17582
Iteration 62Q (10344.390000 sec): 56 clusters
  Score: Raw -289030698.750719 + Penalty 196999.784000 = -288833698.966719
  nChanged 13171
Iteration 63Q (10530.770000 sec): 56 clusters
  Score: Raw -289033969.708190 + Penalty 196999.784000 = -288836969.924190
  nChanged 10659
Iteration 64Q (10707.280000 sec): 56 clusters
  Score: Raw -289036440.387441 + Penalty 196999.784000 = -288839440.603441
  nChanged 9002
Iteration 65Q (10890.900000 sec): 56 clusters
  Score: Raw -289038276.186963 + Penalty 196999.784000 = -288841276.402963
  nChanged 7717
Iteration 66Q (11079.050000 sec): 56 clusters
  Score: Raw -289039761.072180 + Penalty 196999.784000 = -288842761.288180
  nChanged 6903
Iteration 67Q (11295.420000 sec): 56 clusters
  Score: Raw -289040991.455761 + Penalty 196999.784000 = -288843991.671761
  nChanged 6379
Iteration 68Q (11505.050000 sec): 56 clusters
  Score: Raw -289042101.254163 + Penalty 196999.784000 = -288845101.470162
  nChanged 5664
Iteration 69Q (11694.610000 sec): 56 clusters
  Score: Raw -289043002.219423 + Penalty 196999.784000 = -288846002.435423
  nChanged 5323
Iteration 70Q (11921.480000 sec): 56 clusters
  Score: Raw -289043829.880236 + Penalty 196999.784000 = -288846830.096236
  nChanged 5000
Iteration 71Q (12143.740000 sec): 56 clusters
  Score: Raw -289044579.425949 + Penalty 196999.784000 = -288847579.641949
  nChanged 4495
Iteration 72Q (12347.900000 sec): 56 clusters
  Score: Raw -289045226.865621 + Penalty 196999.784000 = -288848227.081620
  nChanged 4185
Iteration 73Q (12560.230000 sec): 56 clusters
  Score: Raw -289045828.783562 + Penalty 196999.784000 = -288848828.999562
  nChanged 3987
Iteration 74Q (12745.070000 sec): 56 clusters
  Score: Raw -289046410.260139 + Penalty 196999.784000 = -288849410.476139
  nChanged 3826
Iteration 75Q (12942.190000 sec): 56 clusters
  Score: Raw -289046943.301722 + Penalty 196999.784000 = -288849943.517721
  nChanged 3566
Iteration 76Q (13123.750000 sec): 56 clusters
  Score: Raw -289047491.546590 + Penalty 196999.784000 = -288850491.762590
  nChanged 3444
Iteration 77Q (13292.420000 sec): 56 clusters
  Score: Raw -289048107.163029 + Penalty 196999.784000 = -288851107.379029
  nChanged 3384
Iteration 78Q (13451.480000 sec): 56 clusters
  Score: Raw -289048713.764136 + Penalty 196999.784000 = -288851713.980136
  nChanged 3261
Iteration 79Q (13624.740000 sec): 56 clusters
  Score: Raw -289049251.692033 + Penalty 196999.784000 = -288852251.908033
  nChanged 3056
Iteration 80F (13913.800000 sec): 56 clusters
  Score: Raw -289050078.094848 + Penalty 196999.784000 = -288853078.310848
  nChanged 3155
Iteration 81Q (14088.610000 sec): 56 clusters
  Score: Raw -289050948.007548 + Penalty 196999.784000 = -288853948.223548
  nChanged 3274
Iteration 82Q (14273.790000 sec): 56 clusters
  Score: Raw -289051615.167131 + Penalty 196999.784000 = -288854615.383131
  nChanged 3252
Iteration 83Q (14457.290000 sec): 56 clusters
  Score: Raw -289052357.934385 + Penalty 196999.784000 = -288855358.150385
  nChanged 3472
Iteration 84Q (14648.310000 sec): 56 clusters
  Score: Raw -289053267.220199 + Penalty 196999.784000 = -288856267.436199
  nChanged 3541
Iteration 85Q (14827.660000 sec): 56 clusters
  Score: Raw -289054353.974821 + Penalty 196999.784000 = -288857354.190821
  nChanged 3701
Iteration 86Q (15009.430000 sec): 56 clusters
  Score: Raw -289055384.544002 + Penalty 196999.784000 = -288858384.760002
  nChanged 3865
Iteration 87Q (15190.330000 sec): 56 clusters
  Score: Raw -289056288.334750 + Penalty 196999.784000 = -288859288.550750
  nChanged 3839
Iteration 88Q (15375.350000 sec): 56 clusters
  Score: Raw -289056996.304398 + Penalty 196999.784000 = -288859996.520397
  nChanged 3663
Iteration 89Q (15563.840000 sec): 56 clusters
  Score: Raw -289057524.237194 + Penalty 196999.784000 = -288860524.453194
  nChanged 3324
Iteration 90Q (15749.120000 sec): 56 clusters
  Score: Raw -289057959.846248 + Penalty 196999.784000 = -288860960.062248
  nChanged 3106
Iteration 91Q (15933.840000 sec): 56 clusters
  Score: Raw -289058306.608055 + Penalty 196999.784000 = -288861306.824055
  nChanged 2840
Iteration 92Q (16118.610000 sec): 56 clusters
  Score: Raw -289058588.640328 + Penalty 196999.784000 = -288861588.856328
  nChanged 2541
Iteration 93Q (16302.470000 sec): 56 clusters
  Score: Raw -289058834.545649 + Penalty 196999.784000 = -288861834.761649
  nChanged 2363
Iteration 94Q (16487.510000 sec): 56 clusters
  Score: Raw -289059058.598763 + Penalty 196999.784000 = -288862058.814763
  nChanged 2227
Iteration 95Q (16669.860000 sec): 56 clusters
  Score: Raw -289059277.957600 + Penalty 196999.784000 = -288862278.173600
  nChanged 2162
Iteration 96Q (16854.080000 sec): 56 clusters
  Score: Raw -289059498.127388 + Penalty 196999.784000 = -288862498.343388
  nChanged 2109
Iteration 97Q (17021.960000 sec): 56 clusters
  Score: Raw -289059714.246819 + Penalty 196999.784000 = -288862714.462819
  nChanged 2080
Iteration 98Q (17187.550000 sec): 56 clusters
  Score: Raw -289059928.924411 + Penalty 196999.784000 = -288862929.140411
  nChanged 2069
Writing temp clu file 
Because OldScore, -288862714.462819, is greater than current (better) Score,-288862929.140411 
 Compute initial score before splitting:   Score: Raw -289059928.924411 + Penalty 196999.784000 = -288862929.140411
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (5808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17188.390000 sec): 2 clusters
  Score: Raw -921088.435684 + Penalty 2149.413906 = -918939.021778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17188.580000 sec): 3 clusters
  Score: Raw -918246.759840 + Penalty 4298.827812 = -913947.932028
  nChanged 2253
		SP:Iteration 1F (17188.760000 sec): 3 clusters
  Score: Raw -919545.042715 + Penalty 4298.827812 = -915246.214903
  nChanged 465
		SP:Iteration 2F (17188.930000 sec): 3 clusters
  Score: Raw -919848.507902 + Penalty 4298.827812 = -915549.680090
  nChanged 353
		SP:Iteration 3F (17189.130000 sec): 3 clusters
  Score: Raw -920092.622227 + Penalty 4298.827812 = -915793.794415
  nChanged 342
		SP:Iteration 4F (17189.300000 sec): 3 clusters
  Score: Raw -920339.100630 + Penalty 4298.827812 = -916040.272818
  nChanged 307
		SP:Iteration 5F (17189.500000 sec): 3 clusters
  Score: Raw -920547.374867 + Penalty 4298.827812 = -916248.547055
  nChanged 257
		SP:Iteration 6Q (17189.740000 sec): 3 clusters
  Score: Raw -920715.410239 + Penalty 4298.827812 = -916416.582427
  nChanged 207
		SP:Iteration 7Q (17189.980000 sec): 3 clusters
  Score: Raw -920842.966822 + Penalty 4298.827812 = -916544.139010
  nChanged 165
		SP:Iteration 8Q (17190.160000 sec): 3 clusters
  Score: Raw -920934.087755 + Penalty 4298.827812 = -916635.259943
  nChanged 136
		SP:Iteration 9Q (17190.320000 sec): 3 clusters
  Score: Raw -920992.137101 + Penalty 4298.827812 = -916693.309289
  nChanged 102
		SP:Iteration 10Q (17190.540000 sec): 3 clusters
  Score: Raw -921035.786294 + Penalty 4298.827812 = -916736.958482
  nChanged 69
		SP:Iteration 11Q (17190.740000 sec): 3 clusters
  Score: Raw -921060.172933 + Penalty 4298.827812 = -916761.345121
  nChanged 55
		SP:Iteration 12Q (17190.940000 sec): 3 clusters
  Score: Raw -921075.583577 + Penalty 4298.827812 = -916776.755765
  nChanged 28
		SP:Iteration 13Q (17191.210000 sec): 3 clusters
  Score: Raw -921085.436770 + Penalty 4298.827812 = -916786.608958
  nChanged 29
		SP:Iteration 14Q (17191.420000 sec): 3 clusters
  Score: Raw -921094.245318 + Penalty 4298.827812 = -916795.417506
  nChanged 19
		SP:Iteration 15Q (17191.630000 sec): 3 clusters
  Score: Raw -921100.379566 + Penalty 4298.827812 = -916801.551754
  nChanged 15
		SP:Iteration 16Q (17191.850000 sec): 3 clusters
  Score: Raw -921105.040485 + Penalty 4298.827812 = -916806.212673
  nChanged 9
		SP:Iteration 17Q (17192.040000 sec): 3 clusters
  Score: Raw -921107.975717 + Penalty 4298.827812 = -916809.147905
  nChanged 7
		SP:Iteration 18Q (17192.230000 sec): 3 clusters
  Score: Raw -921109.645361 + Penalty 4298.827812 = -916810.817549
  nChanged 4
		SP:Iteration 19Q (17192.380000 sec): 3 clusters
  Score: Raw -921110.543395 + Penalty 4298.827812 = -916811.715583
  nChanged 2
		SP:Iteration 20F (17192.600000 sec): 3 clusters
  Score: Raw -921111.320641 + Penalty 4298.827812 = -916812.492829
  nChanged 1
		SP:Iteration 21Q (17192.770000 sec): 3 clusters
  Score: Raw -921111.490261 + Penalty 4298.827812 = -916812.662449
  nChanged 0
		SP:Iteration 22F (17193.010000 sec): 3 clusters
  Score: Raw -921111.490261 + Penalty 4298.827812 = -916812.662449
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (133151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17193.880000 sec): 2 clusters
  Score: Raw -21573977.234121 + Penalty 2926.211297 = -21571051.022824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17195.040000 sec): 3 clusters
  Score: Raw -21487534.982460 + Penalty 5852.422594 = -21481682.559866
  nChanged 63690
		SP:Iteration 1F (17196.140000 sec): 3 clusters
  Score: Raw -21523979.851103 + Penalty 5852.422594 = -21518127.428509
  nChanged 4407
		SP:Iteration 2Q (17197.290000 sec): 3 clusters
  Score: Raw -21525199.585779 + Penalty 5852.422594 = -21519347.163185
  nChanged 5634
		SP:Iteration 3Q (17198.540000 sec): 3 clusters
  Score: Raw -21527377.388816 + Penalty 5852.422594 = -21521524.966222
  nChanged 7821
		SP:Iteration 4F (17199.560000 sec): 3 clusters
  Score: Raw -21531660.465976 + Penalty 5852.422594 = -21525808.043381
  nChanged 10519
		SP:Iteration 5F (17200.630000 sec): 3 clusters
  Score: Raw -21539386.111126 + Penalty 5852.422594 = -21533533.688532
  nChanged 12350
		SP:Iteration 6F (17201.700000 sec): 3 clusters
  Score: Raw -21550676.632296 + Penalty 5852.422594 = -21544824.209702
  nChanged 11553
		SP:Iteration 7F (17202.760000 sec): 3 clusters
  Score: Raw -21562649.304777 + Penalty 5852.422594 = -21556796.882182
  nChanged 7319
		SP:Iteration 8F (17203.760000 sec): 3 clusters
  Score: Raw -21570356.668279 + Penalty 5852.422594 = -21564504.245685
  nChanged 2847
		SP:Iteration 9Q (17204.860000 sec): 3 clusters
  Score: Raw -21573194.032099 + Penalty 5852.422594 = -21567341.609504
  nChanged 679
		SP:Iteration 10Q (17205.920000 sec): 3 clusters
  Score: Raw -21573905.828502 + Penalty 5852.422594 = -21568053.405908
  nChanged 144
		SP:Iteration 11Q (17207.020000 sec): 3 clusters
  Score: Raw -21574117.373313 + Penalty 5852.422594 = -21568264.950719
  nChanged 42
		SP:Iteration 12Q (17208.070000 sec): 3 clusters
  Score: Raw -21574182.921197 + Penalty 5852.422594 = -21568330.498603
  nChanged 25
		SP:Iteration 13Q (17209.060000 sec): 3 clusters
  Score: Raw -21574226.423941 + Penalty 5852.422594 = -21568374.001347
  nChanged 14
		SP:Iteration 14Q (17210.030000 sec): 3 clusters
  Score: Raw -21574250.667141 + Penalty 5852.422594 = -21568398.244547
  nChanged 13
		SP:Iteration 15Q (17211.120000 sec): 3 clusters
  Score: Raw -21574266.253437 + Penalty 5852.422594 = -21568413.830842
  nChanged 6
		SP:Iteration 16Q (17212.140000 sec): 3 clusters
  Score: Raw -21574275.283291 + Penalty 5852.422594 = -21568422.860697
  nChanged 5
		SP:Iteration 17Q (17213.250000 sec): 3 clusters
  Score: Raw -21574285.562451 + Penalty 5852.422594 = -21568433.139856
  nChanged 5
		SP:Iteration 18Q (17214.310000 sec): 3 clusters
  Score: Raw -21574292.622745 + Penalty 5852.422594 = -21568440.200150
  nChanged 6
		SP:Iteration 19Q (17215.340000 sec): 3 clusters
  Score: Raw -21574302.180648 + Penalty 5852.422594 = -21568449.758053
  nChanged 1
		SP:Iteration 20F (17216.400000 sec): 3 clusters
  Score: Raw -21574303.776393 + Penalty 5852.422594 = -21568451.353799
  nChanged 1
		SP:Iteration 21Q (17217.480000 sec): 3 clusters
  Score: Raw -21574305.975567 + Penalty 5852.422594 = -21568453.552973
  nChanged 2
		SP:Iteration 22Q (17218.460000 sec): 3 clusters
  Score: Raw -21574309.082625 + Penalty 5852.422594 = -21568456.660031
  nChanged 1
		SP:Iteration 23Q (17219.460000 sec): 3 clusters
  Score: Raw -21574310.398953 + Penalty 5852.422594 = -21568457.976359
  nChanged 0
		SP:Iteration 24F (17220.590000 sec): 3 clusters
  Score: Raw -21574310.398953 + Penalty 5852.422594 = -21568457.976359
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (7343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17220.790000 sec): 2 clusters
  Score: Raw -1099514.195655 + Penalty 2207.572684 = -1097306.622971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17221.020000 sec): 3 clusters
  Score: Raw -1095763.320943 + Penalty 4415.145368 = -1091348.175575
  nChanged 2995
		SP:Iteration 1F (17221.200000 sec): 3 clusters
  Score: Raw -1097634.109976 + Penalty 4415.145368 = -1093218.964609
  nChanged 626
		SP:Iteration 2F (17221.390000 sec): 3 clusters
  Score: Raw -1098143.296319 + Penalty 4415.145368 = -1093728.150951
  nChanged 548
		SP:Iteration 3F (17221.600000 sec): 3 clusters
  Score: Raw -1098541.844386 + Penalty 4415.145368 = -1094126.699018
  nChanged 404
		SP:Iteration 4F (17221.800000 sec): 3 clusters
  Score: Raw -1098805.836108 + Penalty 4415.145368 = -1094390.690741
  nChanged 328
		SP:Iteration 5Q (17221.990000 sec): 3 clusters
  Score: Raw -1099005.555775 + Penalty 4415.145368 = -1094590.410408
  nChanged 278
		SP:Iteration 6Q (17222.180000 sec): 3 clusters
  Score: Raw -1099168.309360 + Penalty 4415.145368 = -1094753.163992
  nChanged 262
		SP:Iteration 7Q (17222.400000 sec): 3 clusters
  Score: Raw -1099323.064959 + Penalty 4415.145368 = -1094907.919591
  nChanged 225
		SP:Iteration 8Q (17222.600000 sec): 3 clusters
  Score: Raw -1099440.691643 + Penalty 4415.145368 = -1095025.546275
  nChanged 190
		SP:Iteration 9Q (17222.790000 sec): 3 clusters
  Score: Raw -1099537.625916 + Penalty 4415.145368 = -1095122.480549
  nChanged 187
		SP:Iteration 10Q (17222.990000 sec): 3 clusters
  Score: Raw -1099637.251886 + Penalty 4415.145368 = -1095222.106519
  nChanged 155
		SP:Iteration 11Q (17223.120000 sec): 3 clusters
  Score: Raw -1099711.074675 + Penalty 4415.145368 = -1095295.929307
  nChanged 107
		SP:Iteration 12Q (17223.290000 sec): 3 clusters
  Score: Raw -1099749.436583 + Penalty 4415.145368 = -1095334.291216
  nChanged 85
		SP:Iteration 13Q (17223.480000 sec): 3 clusters
  Score: Raw -1099783.108534 + Penalty 4415.145368 = -1095367.963166
  nChanged 82
		SP:Iteration 14Q (17223.710000 sec): 3 clusters
  Score: Raw -1099813.013298 + Penalty 4415.145368 = -1095397.867930
  nChanged 74
		SP:Iteration 15Q (17223.900000 sec): 3 clusters
  Score: Raw -1099838.424662 + Penalty 4415.145368 = -1095423.279294
  nChanged 63
		SP:Iteration 16Q (17224.150000 sec): 3 clusters
  Score: Raw -1099859.588593 + Penalty 4415.145368 = -1095444.443226
  nChanged 56
		SP:Iteration 17Q (17224.370000 sec): 3 clusters
  Score: Raw -1099880.300477 + Penalty 4415.145368 = -1095465.155110
  nChanged 46
		SP:Iteration 18Q (17224.560000 sec): 3 clusters
  Score: Raw -1099898.598621 + Penalty 4415.145368 = -1095483.453254
  nChanged 58
		SP:Iteration 19Q (17224.750000 sec): 3 clusters
  Score: Raw -1099922.338876 + Penalty 4415.145368 = -1095507.193508
  nChanged 67
		SP:Iteration 20F (17224.960000 sec): 3 clusters
  Score: Raw -1099947.778035 + Penalty 4415.145368 = -1095532.632667
  nChanged 65
		SP:Iteration 21Q (17225.110000 sec): 3 clusters
  Score: Raw -1099972.254574 + Penalty 4415.145368 = -1095557.109207
  nChanged 77
		SP:Iteration 22Q (17225.330000 sec): 3 clusters
  Score: Raw -1099997.952897 + Penalty 4415.145368 = -1095582.807529
  nChanged 56
		SP:Iteration 23Q (17225.520000 sec): 3 clusters
  Score: Raw -1100019.794246 + Penalty 4415.145368 = -1095604.648878
  nChanged 63
		SP:Iteration 24Q (17225.730000 sec): 3 clusters
  Score: Raw -1100042.062630 + Penalty 4415.145368 = -1095626.917262
  nChanged 52
		SP:Iteration 25Q (17225.920000 sec): 3 clusters
  Score: Raw -1100060.043189 + Penalty 4415.145368 = -1095644.897822
  nChanged 49
		SP:Iteration 26Q (17226.120000 sec): 3 clusters
  Score: Raw -1100077.551291 + Penalty 4415.145368 = -1095662.405923
  nChanged 50
		SP:Iteration 27Q (17226.360000 sec): 3 clusters
  Score: Raw -1100098.980465 + Penalty 4415.145368 = -1095683.835097
  nChanged 60
		SP:Iteration 28Q (17226.510000 sec): 3 clusters
  Score: Raw -1100122.978601 + Penalty 4415.145368 = -1095707.833233
  nChanged 55
		SP:Iteration 29Q (17226.670000 sec): 3 clusters
  Score: Raw -1100143.285522 + Penalty 4415.145368 = -1095728.140154
  nChanged 55
		SP:Iteration 30Q (17226.840000 sec): 3 clusters
  Score: Raw -1100162.673298 + Penalty 4415.145368 = -1095747.527930
  nChanged 51
		SP:Iteration 31Q (17227.060000 sec): 3 clusters
  Score: Raw -1100181.528731 + Penalty 4415.145368 = -1095766.383363
  nChanged 47
		SP:Iteration 32Q (17227.240000 sec): 3 clusters
  Score: Raw -1100196.021558 + Penalty 4415.145368 = -1095780.876190
  nChanged 36
		SP:Iteration 33Q (17227.460000 sec): 3 clusters
  Score: Raw -1100207.324658 + Penalty 4415.145368 = -1095792.179290
  nChanged 36
		SP:Iteration 34Q (17227.660000 sec): 3 clusters
  Score: Raw -1100219.349300 + Penalty 4415.145368 = -1095804.203932
  nChanged 33
		SP:Iteration 35Q (17227.870000 sec): 3 clusters
  Score: Raw -1100229.518912 + Penalty 4415.145368 = -1095814.373544
  nChanged 36
		SP:Iteration 36Q (17228.070000 sec): 3 clusters
  Score: Raw -1100240.484359 + Penalty 4415.145368 = -1095825.338992
  nChanged 34
		SP:Iteration 37Q (17228.270000 sec): 3 clusters
  Score: Raw -1100249.461782 + Penalty 4415.145368 = -1095834.316415
  nChanged 16
		SP:Iteration 38Q (17228.470000 sec): 3 clusters
  Score: Raw -1100253.122660 + Penalty 4415.145368 = -1095837.977292
  nChanged 17
		SP:Iteration 39Q (17228.670000 sec): 3 clusters
  Score: Raw -1100257.781253 + Penalty 4415.145368 = -1095842.635885
  nChanged 17
		SP:Iteration 40F (17228.870000 sec): 3 clusters
  Score: Raw -1100262.115038 + Penalty 4415.145368 = -1095846.969670
  nChanged 16
		SP:Iteration 41Q (17229.070000 sec): 3 clusters
  Score: Raw -1100266.499272 + Penalty 4415.145368 = -1095851.353904
  nChanged 18
		SP:Iteration 42Q (17229.250000 sec): 3 clusters
  Score: Raw -1100271.717182 + Penalty 4415.145368 = -1095856.571814
  nChanged 19
		SP:Iteration 43Q (17229.430000 sec): 3 clusters
  Score: Raw -1100277.718962 + Penalty 4415.145368 = -1095862.573594
  nChanged 22
		SP:Iteration 44Q (17229.660000 sec): 3 clusters
  Score: Raw -1100283.989053 + Penalty 4415.145368 = -1095868.843685
  nChanged 15
		SP:Iteration 45Q (17229.790000 sec): 3 clusters
  Score: Raw -1100287.876435 + Penalty 4415.145368 = -1095872.731067
  nChanged 10
		SP:Iteration 46Q (17229.980000 sec): 3 clusters
  Score: Raw -1100290.240807 + Penalty 4415.145368 = -1095875.095439
  nChanged 9
		SP:Iteration 47Q (17230.200000 sec): 3 clusters
  Score: Raw -1100293.121137 + Penalty 4415.145368 = -1095877.975769
  nChanged 10
		SP:Iteration 48Q (17230.400000 sec): 3 clusters
  Score: Raw -1100295.710761 + Penalty 4415.145368 = -1095880.565393
  nChanged 12
		SP:Iteration 49Q (17230.630000 sec): 3 clusters
  Score: Raw -1100299.640714 + Penalty 4415.145368 = -1095884.495347
  nChanged 14
		SP:Iteration 50Q (17230.820000 sec): 3 clusters
  Score: Raw -1100305.183699 + Penalty 4415.145368 = -1095890.038331
  nChanged 11
		SP:Iteration 51Q (17231.060000 sec): 3 clusters
  Score: Raw -1100307.206970 + Penalty 4415.145368 = -1095892.061603
  nChanged 9
		SP:Iteration 52Q (17231.340000 sec): 3 clusters
  Score: Raw -1100309.379552 + Penalty 4415.145368 = -1095894.234184
  nChanged 6
		SP:Iteration 53Q (17231.480000 sec): 3 clusters
  Score: Raw -1100311.153645 + Penalty 4415.145368 = -1095896.008278
  nChanged 2
		SP:Iteration 54Q (17231.700000 sec): 3 clusters
  Score: Raw -1100311.626568 + Penalty 4415.145368 = -1095896.481200
  nChanged 4
		SP:Iteration 55Q (17231.830000 sec): 3 clusters
  Score: Raw -1100312.748340 + Penalty 4415.145368 = -1095897.602972
  nChanged 3
		SP:Iteration 56Q (17231.990000 sec): 3 clusters
  Score: Raw -1100313.484321 + Penalty 4415.145368 = -1095898.338953
  nChanged 6
		SP:Iteration 57Q (17232.160000 sec): 3 clusters
  Score: Raw -1100314.548830 + Penalty 4415.145368 = -1095899.403463
  nChanged 5
		SP:Iteration 58Q (17232.390000 sec): 3 clusters
  Score: Raw -1100315.401539 + Penalty 4415.145368 = -1095900.256171
  nChanged 4
		SP:Iteration 59Q (17232.570000 sec): 3 clusters
  Score: Raw -1100316.340139 + Penalty 4415.145368 = -1095901.194771
  nChanged 5
		SP:Iteration 60F (17232.780000 sec): 3 clusters
  Score: Raw -1100317.710757 + Penalty 4415.145368 = -1095902.565389
  nChanged 5
		SP:Iteration 61Q (17232.970000 sec): 3 clusters
  Score: Raw -1100318.982518 + Penalty 4415.145368 = -1095903.837150
  nChanged 6
		SP:Iteration 62Q (17233.130000 sec): 3 clusters
  Score: Raw -1100320.295842 + Penalty 4415.145368 = -1095905.150475
  nChanged 3
		SP:Iteration 63Q (17233.290000 sec): 3 clusters
  Score: Raw -1100320.967418 + Penalty 4415.145368 = -1095905.822051
  nChanged 2
		SP:Iteration 64Q (17233.450000 sec): 3 clusters
  Score: Raw -1100321.252736 + Penalty 4415.145368 = -1095906.107368
  nChanged 1
		SP:Iteration 65Q (17233.680000 sec): 3 clusters
  Score: Raw -1100321.337684 + Penalty 4415.145368 = -1095906.192316
  nChanged 0
		SP:Iteration 66F (17233.890000 sec): 3 clusters
  Score: Raw -1100321.337684 + Penalty 4415.145368 = -1095906.192316
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (198104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17235.280000 sec): 2 clusters
  Score: Raw -32057258.914623 + Penalty 3024.743761 = -32054234.170862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17236.900000 sec): 3 clusters
  Score: Raw -31927290.270182 + Penalty 6049.487522 = -31921240.782659
  nChanged 95299
		SP:Iteration 1F (17238.530000 sec): 3 clusters
  Score: Raw -31983369.578892 + Penalty 6049.487522 = -31977320.091370
  nChanged 6283
		SP:Iteration 2Q (17240.300000 sec): 3 clusters
  Score: Raw -31984769.596856 + Penalty 6049.487522 = -31978720.109333
  nChanged 6757
		SP:Iteration 3Q (17242.040000 sec): 3 clusters
  Score: Raw -31986630.807818 + Penalty 6049.487522 = -31980581.320295
  nChanged 8082
		SP:Iteration 4Q (17243.600000 sec): 3 clusters
  Score: Raw -31989450.057697 + Penalty 6049.487522 = -31983400.570174
  nChanged 10052
		SP:Iteration 5F (17245.060000 sec): 3 clusters
  Score: Raw -31993844.289522 + Penalty 6049.487522 = -31987794.802000
  nChanged 11959
		SP:Iteration 6F (17246.570000 sec): 3 clusters
  Score: Raw -32000166.558014 + Penalty 6049.487522 = -31994117.070491
  nChanged 13175
		SP:Iteration 7F (17248.140000 sec): 3 clusters
  Score: Raw -32008135.791689 + Penalty 6049.487522 = -32002086.304167
  nChanged 13404
		SP:Iteration 8F (17249.810000 sec): 3 clusters
  Score: Raw -32016863.159387 + Penalty 6049.487522 = -32010813.671864
  nChanged 12447
		SP:Iteration 9F (17251.420000 sec): 3 clusters
  Score: Raw -32026039.981132 + Penalty 6049.487522 = -32019990.493609
  nChanged 11278
		SP:Iteration 10F (17252.950000 sec): 3 clusters
  Score: Raw -32035911.697368 + Penalty 6049.487522 = -32029862.209846
  nChanged 9087
		SP:Iteration 11Q (17254.620000 sec): 3 clusters
  Score: Raw -32044898.316130 + Penalty 6049.487522 = -32038848.828607
  nChanged 5950
		SP:Iteration 12Q (17256.130000 sec): 3 clusters
  Score: Raw -32051571.378322 + Penalty 6049.487522 = -32045521.890799
  nChanged 3457
		SP:Iteration 13Q (17257.570000 sec): 3 clusters
  Score: Raw -32056064.769691 + Penalty 6049.487522 = -32050015.282169
  nChanged 2170
		SP:Iteration 14Q (17259.050000 sec): 3 clusters
  Score: Raw -32058521.480958 + Penalty 6049.487522 = -32052471.993436
  nChanged 1626
		SP:Iteration 15Q (17260.440000 sec): 3 clusters
  Score: Raw -32059587.377142 + Penalty 6049.487522 = -32053537.889619
  nChanged 1190
		SP:Iteration 16Q (17262.060000 sec): 3 clusters
  Score: Raw -32060093.050354 + Penalty 6049.487522 = -32054043.562831
  nChanged 889
		SP:Iteration 17Q (17263.780000 sec): 3 clusters
  Score: Raw -32060389.798903 + Penalty 6049.487522 = -32054340.311380
  nChanged 700
		SP:Iteration 18Q (17265.530000 sec): 3 clusters
  Score: Raw -32060593.237736 + Penalty 6049.487522 = -32054543.750213
  nChanged 595
		SP:Iteration 19Q (17267.240000 sec): 3 clusters
  Score: Raw -32060754.013872 + Penalty 6049.487522 = -32054704.526349
  nChanged 516
		SP:Iteration 20F (17269.080000 sec): 3 clusters
  Score: Raw -32060875.954399 + Penalty 6049.487522 = -32054826.466876
  nChanged 471
		SP:Iteration 21Q (17270.790000 sec): 3 clusters
  Score: Raw -32060973.828681 + Penalty 6049.487522 = -32054924.341158
  nChanged 441
		SP:Iteration 22Q (17272.510000 sec): 3 clusters
  Score: Raw -32061060.633241 + Penalty 6049.487522 = -32055011.145719
  nChanged 419
		SP:Iteration 23Q (17274.230000 sec): 3 clusters
  Score: Raw -32061136.832801 + Penalty 6049.487522 = -32055087.345278
  nChanged 424
		SP:Iteration 24Q (17275.660000 sec): 3 clusters
  Score: Raw -32061211.932811 + Penalty 6049.487522 = -32055162.445289
  nChanged 417
		SP:Iteration 25Q (17277.140000 sec): 3 clusters
  Score: Raw -32061286.743990 + Penalty 6049.487522 = -32055237.256468
  nChanged 409
		SP:Iteration 26Q (17278.470000 sec): 3 clusters
  Score: Raw -32061356.125174 + Penalty 6049.487522 = -32055306.637652
  nChanged 418
		SP:Iteration 27Q (17279.920000 sec): 3 clusters
  Score: Raw -32061430.175269 + Penalty 6049.487522 = -32055380.687746
  nChanged 422
		SP:Iteration 28Q (17281.400000 sec): 3 clusters
  Score: Raw -32061505.448029 + Penalty 6049.487522 = -32055455.960507
  nChanged 415
		SP:Iteration 29Q (17283.020000 sec): 3 clusters
  Score: Raw -32061575.035937 + Penalty 6049.487522 = -32055525.548415
  nChanged 386
		SP:Iteration 30Q (17284.600000 sec): 3 clusters
  Score: Raw -32061636.263417 + Penalty 6049.487522 = -32055586.775895
  nChanged 403
		SP:Iteration 31Q (17285.950000 sec): 3 clusters
  Score: Raw -32061704.429200 + Penalty 6049.487522 = -32055654.941677
  nChanged 418
		SP:Iteration 32Q (17287.330000 sec): 3 clusters
  Score: Raw -32061775.361938 + Penalty 6049.487522 = -32055725.874416
  nChanged 435
		SP:Iteration 33Q (17288.880000 sec): 3 clusters
  Score: Raw -32061847.958093 + Penalty 6049.487522 = -32055798.470570
  nChanged 417
		SP:Iteration 34Q (17290.310000 sec): 3 clusters
  Score: Raw -32061919.582170 + Penalty 6049.487522 = -32055870.094648
  nChanged 457
		SP:Iteration 35Q (17291.760000 sec): 3 clusters
  Score: Raw -32062002.736685 + Penalty 6049.487522 = -32055953.249163
  nChanged 511
		SP:Iteration 36Q (17293.140000 sec): 3 clusters
  Score: Raw -32062094.908719 + Penalty 6049.487522 = -32056045.421196
  nChanged 524
		SP:Iteration 37Q (17294.530000 sec): 3 clusters
  Score: Raw -32062192.448888 + Penalty 6049.487522 = -32056142.961365
  nChanged 533
		SP:Iteration 38Q (17295.900000 sec): 3 clusters
  Score: Raw -32062290.169785 + Penalty 6049.487522 = -32056240.682262
  nChanged 546
		SP:Iteration 39Q (17297.400000 sec): 3 clusters
  Score: Raw -32062393.593302 + Penalty 6049.487522 = -32056344.105780
  nChanged 554
		SP:Iteration 40F (17298.860000 sec): 3 clusters
  Score: Raw -32062500.890963 + Penalty 6049.487522 = -32056451.403440
  nChanged 568
		SP:Iteration 41Q (17300.260000 sec): 3 clusters
  Score: Raw -32062607.557817 + Penalty 6049.487522 = -32056558.070295
  nChanged 568
		SP:Iteration 42Q (17301.610000 sec): 3 clusters
  Score: Raw -32062709.584661 + Penalty 6049.487522 = -32056660.097138
  nChanged 566
		SP:Iteration 43Q (17303.050000 sec): 3 clusters
  Score: Raw -32062810.571035 + Penalty 6049.487522 = -32056761.083513
  nChanged 590
		SP:Iteration 44Q (17304.650000 sec): 3 clusters
  Score: Raw -32062916.858916 + Penalty 6049.487522 = -32056867.371393
  nChanged 554
		SP:Iteration 45Q (17305.970000 sec): 3 clusters
  Score: Raw -32063008.726029 + Penalty 6049.487522 = -32056959.238506
  nChanged 528
		SP:Iteration 46Q (17307.330000 sec): 3 clusters
  Score: Raw -32063086.932041 + Penalty 6049.487522 = -32057037.444518
  nChanged 534
		SP:Iteration 47Q (17308.690000 sec): 3 clusters
  Score: Raw -32063163.709772 + Penalty 6049.487522 = -32057114.222249
  nChanged 491
		SP:Iteration 48Q (17310.210000 sec): 3 clusters
  Score: Raw -32063229.970753 + Penalty 6049.487522 = -32057180.483231
  nChanged 454
		SP:Iteration 49Q (17311.650000 sec): 3 clusters
  Score: Raw -32063288.696357 + Penalty 6049.487522 = -32057239.208834
  nChanged 442
		SP:Iteration 50Q (17313.190000 sec): 3 clusters
  Score: Raw -32063342.196931 + Penalty 6049.487522 = -32057292.709408
  nChanged 400
		SP:Iteration 51Q (17314.810000 sec): 3 clusters
  Score: Raw -32063388.948716 + Penalty 6049.487522 = -32057339.461194
  nChanged 413
		SP:Iteration 52Q (17316.180000 sec): 3 clusters
  Score: Raw -32063430.919429 + Penalty 6049.487522 = -32057381.431906
  nChanged 356
		SP:Iteration 53Q (17317.510000 sec): 3 clusters
  Score: Raw -32063465.884154 + Penalty 6049.487522 = -32057416.396631
  nChanged 352
		SP:Iteration 54Q (17319.080000 sec): 3 clusters
  Score: Raw -32063500.476602 + Penalty 6049.487522 = -32057450.989080
  nChanged 326
		SP:Iteration 55Q (17320.500000 sec): 3 clusters
  Score: Raw -32063532.313591 + Penalty 6049.487522 = -32057482.826069
  nChanged 317
		SP:Iteration 56Q (17321.980000 sec): 3 clusters
  Score: Raw -32063561.579774 + Penalty 6049.487522 = -32057512.092251
  nChanged 307
		SP:Iteration 57Q (17323.490000 sec): 3 clusters
  Score: Raw -32063586.754422 + Penalty 6049.487522 = -32057537.266900
  nChanged 269
		SP:Iteration 58Q (17325.050000 sec): 3 clusters
  Score: Raw -32063606.873368 + Penalty 6049.487522 = -32057557.385845
  nChanged 239
		SP:Iteration 59Q (17326.500000 sec): 3 clusters
  Score: Raw -32063622.719795 + Penalty 6049.487522 = -32057573.232272
  nChanged 213
		SP:Iteration 60F (17327.970000 sec): 3 clusters
  Score: Raw -32063637.465093 + Penalty 6049.487522 = -32057587.977570
  nChanged 211
		SP:Iteration 61Q (17329.410000 sec): 3 clusters
  Score: Raw -32063650.512870 + Penalty 6049.487522 = -32057601.025348
  nChanged 193
		SP:Iteration 62Q (17330.830000 sec): 3 clusters
  Score: Raw -32063662.638740 + Penalty 6049.487522 = -32057613.151217
  nChanged 179
		SP:Iteration 63Q (17332.290000 sec): 3 clusters
  Score: Raw -32063673.678689 + Penalty 6049.487522 = -32057624.191167
  nChanged 178
		SP:Iteration 64Q (17333.800000 sec): 3 clusters
  Score: Raw -32063685.064399 + Penalty 6049.487522 = -32057635.576877
  nChanged 159
		SP:Iteration 65Q (17335.360000 sec): 3 clusters
  Score: Raw -32063692.775909 + Penalty 6049.487522 = -32057643.288387
  nChanged 134
		SP:Iteration 66Q (17336.980000 sec): 3 clusters
  Score: Raw -32063699.153435 + Penalty 6049.487522 = -32057649.665912
  nChanged 134
		SP:Iteration 67Q (17338.510000 sec): 3 clusters
  Score: Raw -32063705.710190 + Penalty 6049.487522 = -32057656.222667
  nChanged 137
		SP:Iteration 68Q (17339.890000 sec): 3 clusters
  Score: Raw -32063711.973948 + Penalty 6049.487522 = -32057662.486425
  nChanged 122
		SP:Iteration 69Q (17341.390000 sec): 3 clusters
  Score: Raw -32063717.771433 + Penalty 6049.487522 = -32057668.283911
  nChanged 109
		SP:Iteration 70Q (17343.170000 sec): 3 clusters
  Score: Raw -32063722.272991 + Penalty 6049.487522 = -32057672.785469
  nChanged 110
		SP:Iteration 71Q (17344.950000 sec): 3 clusters
  Score: Raw -32063727.074883 + Penalty 6049.487522 = -32057677.587361
  nChanged 107
		SP:Iteration 72Q (17346.680000 sec): 3 clusters
  Score: Raw -32063731.757537 + Penalty 6049.487522 = -32057682.270015
  nChanged 90
		SP:Iteration 73Q (17348.410000 sec): 3 clusters
  Score: Raw -32063735.432111 + Penalty 6049.487522 = -32057685.944588
  nChanged 103
		SP:Iteration 74Q (17350.140000 sec): 3 clusters
  Score: Raw -32063740.668730 + Penalty 6049.487522 = -32057691.181208
  nChanged 126
		SP:Iteration 75Q (17351.900000 sec): 3 clusters
  Score: Raw -32063746.709140 + Penalty 6049.487522 = -32057697.221618
  nChanged 104
		SP:Iteration 76Q (17353.520000 sec): 3 clusters
  Score: Raw -32063751.655853 + Penalty 6049.487522 = -32057702.168330
  nChanged 103
		SP:Iteration 77Q (17354.970000 sec): 3 clusters
  Score: Raw -32063755.981960 + Penalty 6049.487522 = -32057706.494437
  nChanged 96
		SP:Iteration 78Q (17356.390000 sec): 3 clusters
  Score: Raw -32063759.448164 + Penalty 6049.487522 = -32057709.960642
  nChanged 95
		SP:Iteration 79Q (17357.840000 sec): 3 clusters
  Score: Raw -32063762.857396 + Penalty 6049.487522 = -32057713.369873
  nChanged 81
		SP:Iteration 80F (17359.410000 sec): 3 clusters
  Score: Raw -32063765.550844 + Penalty 6049.487522 = -32057716.063321
  nChanged 79
		SP:Iteration 81Q (17360.980000 sec): 3 clusters
  Score: Raw -32063767.761386 + Penalty 6049.487522 = -32057718.273863
  nChanged 74
		SP:Iteration 82Q (17362.580000 sec): 3 clusters
  Score: Raw -32063770.389767 + Penalty 6049.487522 = -32057720.902245
  nChanged 86
		SP:Iteration 83Q (17364.060000 sec): 3 clusters
  Score: Raw -32063773.608096 + Penalty 6049.487522 = -32057724.120573
  nChanged 94
		SP:Iteration 84Q (17365.540000 sec): 3 clusters
  Score: Raw -32063777.467731 + Penalty 6049.487522 = -32057727.980209
  nChanged 97
		SP:Iteration 85Q (17366.950000 sec): 3 clusters
  Score: Raw -32063781.262202 + Penalty 6049.487522 = -32057731.774679
  nChanged 96
		SP:Iteration 86Q (17368.280000 sec): 3 clusters
  Score: Raw -32063784.833634 + Penalty 6049.487522 = -32057735.346111
  nChanged 88
		SP:Iteration 87Q (17369.670000 sec): 3 clusters
  Score: Raw -32063787.886463 + Penalty 6049.487522 = -32057738.398941
  nChanged 88
		SP:Iteration 88Q (17371.240000 sec): 3 clusters
  Score: Raw -32063791.020995 + Penalty 6049.487522 = -32057741.533473
  nChanged 93
		SP:Iteration 89Q (17372.640000 sec): 3 clusters
  Score: Raw -32063794.560075 + Penalty 6049.487522 = -32057745.072553
  nChanged 92
		SP:Iteration 90Q (17374.110000 sec): 3 clusters
  Score: Raw -32063798.039337 + Penalty 6049.487522 = -32057748.551814
  nChanged 80
		SP:Iteration 91Q (17375.560000 sec): 3 clusters
  Score: Raw -32063800.842355 + Penalty 6049.487522 = -32057751.354832
  nChanged 79
		SP:Iteration 92Q (17377.020000 sec): 3 clusters
  Score: Raw -32063803.584890 + Penalty 6049.487522 = -32057754.097367
  nChanged 95
		SP:Iteration 93Q (17378.430000 sec): 3 clusters
  Score: Raw -32063807.121250 + Penalty 6049.487522 = -32057757.633728
  nChanged 95
		SP:Iteration 94Q (17379.810000 sec): 3 clusters
  Score: Raw -32063810.958149 + Penalty 6049.487522 = -32057761.470626
  nChanged 104
		SP:Iteration 95Q (17381.270000 sec): 3 clusters
  Score: Raw -32063814.510971 + Penalty 6049.487522 = -32057765.023448
  nChanged 80
		SP:Iteration 96Q (17382.720000 sec): 3 clusters
  Score: Raw -32063817.276652 + Penalty 6049.487522 = -32057767.789129
  nChanged 85
		SP:Iteration 97Q (17384.060000 sec): 3 clusters
  Score: Raw -32063819.855121 + Penalty 6049.487522 = -32057770.367599
  nChanged 83
		SP:Iteration 98Q (17385.480000 sec): 3 clusters
  Score: Raw -32063822.108238 + Penalty 6049.487522 = -32057772.620715
  nChanged 56
		SP:Iteration 99Q (17386.830000 sec): 3 clusters
  Score: Raw -32063823.542874 + Penalty 6049.487522 = -32057774.055351
  nChanged 59
		SP:Iteration 100F (17388.260000 sec): 3 clusters
  Score: Raw -32063824.980837 + Penalty 6049.487522 = -32057775.493315
  nChanged 48
		SP:Iteration 101Q (17389.660000 sec): 3 clusters
  Score: Raw -32063826.102969 + Penalty 6049.487522 = -32057776.615447
  nChanged 49
		SP:Iteration 102Q (17391.160000 sec): 3 clusters
  Score: Raw -32063827.162788 + Penalty 6049.487522 = -32057777.675265
  nChanged 47
		SP:Iteration 103Q (17392.600000 sec): 3 clusters
  Score: Raw -32063828.145700 + Penalty 6049.487522 = -32057778.658178
  nChanged 38
		SP:Iteration 104Q (17394.090000 sec): 3 clusters
  Score: Raw -32063828.994507 + Penalty 6049.487522 = -32057779.506984
  nChanged 41
		SP:Iteration 105Q (17395.520000 sec): 3 clusters
  Score: Raw -32063830.033181 + Penalty 6049.487522 = -32057780.545658
  nChanged 39
		SP:Iteration 106Q (17397.020000 sec): 3 clusters
  Score: Raw -32063830.948230 + Penalty 6049.487522 = -32057781.460708
  nChanged 38
		SP:Iteration 107Q (17398.650000 sec): 3 clusters
  Score: Raw -32063831.874231 + Penalty 6049.487522 = -32057782.386709
  nChanged 32
		SP:Iteration 108Q (17400.220000 sec): 3 clusters
  Score: Raw -32063832.579141 + Penalty 6049.487522 = -32057783.091619
  nChanged 26
		SP:Iteration 109Q (17401.680000 sec): 3 clusters
  Score: Raw -32063833.148512 + Penalty 6049.487522 = -32057783.660990
  nChanged 33
		SP:Iteration 110Q (17403.030000 sec): 3 clusters
  Score: Raw -32063833.731148 + Penalty 6049.487522 = -32057784.243626
  nChanged 23
		SP:Iteration 111Q (17404.570000 sec): 3 clusters
  Score: Raw -32063834.059418 + Penalty 6049.487522 = -32057784.571895
  nChanged 20
		SP:Iteration 112Q (17406.080000 sec): 3 clusters
  Score: Raw -32063834.363090 + Penalty 6049.487522 = -32057784.875568
  nChanged 12
		SP:Iteration 113Q (17407.700000 sec): 3 clusters
  Score: Raw -32063834.507132 + Penalty 6049.487522 = -32057785.019609
  nChanged 12
		SP:Iteration 114Q (17409.130000 sec): 3 clusters
  Score: Raw -32063834.653807 + Penalty 6049.487522 = -32057785.166285
  nChanged 10
		SP:Iteration 115Q (17410.570000 sec): 3 clusters
  Score: Raw -32063834.792506 + Penalty 6049.487522 = -32057785.304984
  nChanged 8
		SP:Iteration 116Q (17412.020000 sec): 3 clusters
  Score: Raw -32063834.901434 + Penalty 6049.487522 = -32057785.413911
  nChanged 11
		SP:Iteration 117Q (17413.540000 sec): 3 clusters
  Score: Raw -32063835.071291 + Penalty 6049.487522 = -32057785.583768
  nChanged 8
		SP:Iteration 118Q (17415.080000 sec): 3 clusters
  Score: Raw -32063835.189944 + Penalty 6049.487522 = -32057785.702421
  nChanged 7
		SP:Iteration 119Q (17416.560000 sec): 3 clusters
  Score: Raw -32063835.265534 + Penalty 6049.487522 = -32057785.778011
  nChanged 3
		SP:Iteration 120F (17418.140000 sec): 3 clusters
  Score: Raw -32063835.297470 + Penalty 6049.487522 = -32057785.809947
  nChanged 4
		SP:Iteration 121Q (17419.630000 sec): 3 clusters
  Score: Raw -32063835.350324 + Penalty 6049.487522 = -32057785.862801
  nChanged 7
		SP:Iteration 122Q (17421.050000 sec): 3 clusters
  Score: Raw -32063835.496732 + Penalty 6049.487522 = -32057786.009209
  nChanged 9
		SP:Iteration 123Q (17422.870000 sec): 3 clusters
  Score: Raw -32063835.650457 + Penalty 6049.487522 = -32057786.162935
  nChanged 12
		SP:Iteration 124Q (17424.580000 sec): 3 clusters
  Score: Raw -32063835.804242 + Penalty 6049.487522 = -32057786.316719
  nChanged 5
		SP:Iteration 125Q (17426.330000 sec): 3 clusters
  Score: Raw -32063835.864383 + Penalty 6049.487522 = -32057786.376861
  nChanged 3
		SP:Iteration 126Q (17428.080000 sec): 3 clusters
  Score: Raw -32063835.891644 + Penalty 6049.487522 = -32057786.404121
  nChanged 1
		SP:Iteration 127Q (17429.800000 sec): 3 clusters
  Score: Raw -32063835.895813 + Penalty 6049.487522 = -32057786.408290
  nChanged 1
		SP:Iteration 128Q (17431.560000 sec): 3 clusters
  Score: Raw -32063835.905090 + Penalty 6049.487522 = -32057786.417567
  nChanged 1
		SP:Iteration 129Q (17433.310000 sec): 3 clusters
  Score: Raw -32063835.920602 + Penalty 6049.487522 = -32057786.433080
  nChanged 1
		SP:Iteration 130Q (17434.720000 sec): 3 clusters
  Score: Raw -32063835.941601 + Penalty 6049.487522 = -32057786.454078
  nChanged 0
		SP:Iteration 131F (17436.250000 sec): 3 clusters
  Score: Raw -32063835.941601 + Penalty 6049.487522 = -32057786.454078
  nChanged 0

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

 Trying to split cluster 5 (8603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17436.490000 sec): 2 clusters
  Score: Raw -1297652.005782 + Penalty 2246.846832 = -1295405.158949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17436.710000 sec): 3 clusters
  Score: Raw -1293138.434711 + Penalty 4493.693664 = -1288644.741047
  nChanged 3491
		SP:Iteration 1F (17436.860000 sec): 3 clusters
  Score: Raw -1295091.039759 + Penalty 4493.693664 = -1290597.346095
  nChanged 630
		SP:Iteration 2F (17437.030000 sec): 3 clusters
  Score: Raw -1295435.718520 + Penalty 4493.693664 = -1290942.024856
  nChanged 478
		SP:Iteration 3F (17437.270000 sec): 3 clusters
  Score: Raw -1295714.923114 + Penalty 4493.693664 = -1291221.229449
  nChanged 431
		SP:Iteration 4F (17437.460000 sec): 3 clusters
  Score: Raw -1295990.336108 + Penalty 4493.693664 = -1291496.642444
  nChanged 411
		SP:Iteration 5Q (17437.650000 sec): 3 clusters
  Score: Raw -1296240.715189 + Penalty 4493.693664 = -1291747.021525
  nChanged 370
		SP:Iteration 6Q (17437.840000 sec): 3 clusters
  Score: Raw -1296469.511217 + Penalty 4493.693664 = -1291975.817553
  nChanged 347
		SP:Iteration 7Q (17438.040000 sec): 3 clusters
  Score: Raw -1296648.917327 + Penalty 4493.693664 = -1292155.223662
  nChanged 312
		SP:Iteration 8Q (17438.220000 sec): 3 clusters
  Score: Raw -1296817.476627 + Penalty 4493.693664 = -1292323.782963
  nChanged 288
		SP:Iteration 9Q (17438.410000 sec): 3 clusters
  Score: Raw -1296987.847012 + Penalty 4493.693664 = -1292494.153347
  nChanged 294
		SP:Iteration 10Q (17438.610000 sec): 3 clusters
  Score: Raw -1297174.214024 + Penalty 4493.693664 = -1292680.520360
  nChanged 307
		SP:Iteration 11Q (17438.790000 sec): 3 clusters
  Score: Raw -1297346.140341 + Penalty 4493.693664 = -1292852.446676
  nChanged 259
		SP:Iteration 12Q (17438.980000 sec): 3 clusters
  Score: Raw -1297475.806828 + Penalty 4493.693664 = -1292982.113164
  nChanged 237
		SP:Iteration 13Q (17439.170000 sec): 3 clusters
  Score: Raw -1297590.402496 + Penalty 4493.693664 = -1293096.708832
  nChanged 183
		SP:Iteration 14Q (17439.350000 sec): 3 clusters
  Score: Raw -1297688.437929 + Penalty 4493.693664 = -1293194.744264
  nChanged 188
		SP:Iteration 15Q (17439.510000 sec): 3 clusters
  Score: Raw -1297795.061759 + Penalty 4493.693664 = -1293301.368094
  nChanged 172
		SP:Iteration 16Q (17439.720000 sec): 3 clusters
  Score: Raw -1297886.386818 + Penalty 4493.693664 = -1293392.693153
  nChanged 153
		SP:Iteration 17Q (17439.900000 sec): 3 clusters
  Score: Raw -1297971.145274 + Penalty 4493.693664 = -1293477.451609
  nChanged 134
		SP:Iteration 18Q (17440.150000 sec): 3 clusters
  Score: Raw -1298031.411519 + Penalty 4493.693664 = -1293537.717854
  nChanged 114
		SP:Iteration 19Q (17440.360000 sec): 3 clusters
  Score: Raw -1298082.670266 + Penalty 4493.693664 = -1293588.976601
  nChanged 101
		SP:Iteration 20F (17440.620000 sec): 3 clusters
  Score: Raw -1298126.021708 + Penalty 4493.693664 = -1293632.328044
  nChanged 92
		SP:Iteration 21Q (17440.820000 sec): 3 clusters
  Score: Raw -1298163.948344 + Penalty 4493.693664 = -1293670.254680
  nChanged 84
		SP:Iteration 22Q (17441.020000 sec): 3 clusters
  Score: Raw -1298205.350629 + Penalty 4493.693664 = -1293711.656965
  nChanged 87
		SP:Iteration 23Q (17441.210000 sec): 3 clusters
  Score: Raw -1298243.139873 + Penalty 4493.693664 = -1293749.446209
  nChanged 77
		SP:Iteration 24Q (17441.410000 sec): 3 clusters
  Score: Raw -1298271.624266 + Penalty 4493.693664 = -1293777.930602
  nChanged 61
		SP:Iteration 25Q (17441.590000 sec): 3 clusters
  Score: Raw -1298296.225798 + Penalty 4493.693664 = -1293802.532134
  nChanged 49
		SP:Iteration 26Q (17441.790000 sec): 3 clusters
  Score: Raw -1298315.046237 + Penalty 4493.693664 = -1293821.352572
  nChanged 53
		SP:Iteration 27Q (17442.020000 sec): 3 clusters
  Score: Raw -1298334.940842 + Penalty 4493.693664 = -1293841.247178
  nChanged 50
		SP:Iteration 28Q (17442.220000 sec): 3 clusters
  Score: Raw -1298351.985247 + Penalty 4493.693664 = -1293858.291583
  nChanged 42
		SP:Iteration 29Q (17442.480000 sec): 3 clusters
  Score: Raw -1298366.645278 + Penalty 4493.693664 = -1293872.951614
  nChanged 42
		SP:Iteration 30Q (17442.710000 sec): 3 clusters
  Score: Raw -1298380.834216 + Penalty 4493.693664 = -1293887.140551
  nChanged 46
		SP:Iteration 31Q (17443.010000 sec): 3 clusters
  Score: Raw -1298398.950890 + Penalty 4493.693664 = -1293905.257226
  nChanged 47
		SP:Iteration 32Q (17443.250000 sec): 3 clusters
  Score: Raw -1298416.211622 + Penalty 4493.693664 = -1293922.517957
  nChanged 40
		SP:Iteration 33Q (17443.450000 sec): 3 clusters
  Score: Raw -1298429.647233 + Penalty 4493.693664 = -1293935.953569
  nChanged 38
		SP:Iteration 34Q (17443.680000 sec): 3 clusters
  Score: Raw -1298442.889158 + Penalty 4493.693664 = -1293949.195493
  nChanged 38
		SP:Iteration 35Q (17443.930000 sec): 3 clusters
  Score: Raw -1298457.261058 + Penalty 4493.693664 = -1293963.567393
  nChanged 40
		SP:Iteration 36Q (17444.200000 sec): 3 clusters
  Score: Raw -1298472.332504 + Penalty 4493.693664 = -1293978.638840
  nChanged 36
		SP:Iteration 37Q (17444.400000 sec): 3 clusters
  Score: Raw -1298484.019925 + Penalty 4493.693664 = -1293990.326261
  nChanged 26
		SP:Iteration 38Q (17444.600000 sec): 3 clusters
  Score: Raw -1298492.252860 + Penalty 4493.693664 = -1293998.559195
  nChanged 38
		SP:Iteration 39Q (17444.840000 sec): 3 clusters
  Score: Raw -1298504.457423 + Penalty 4493.693664 = -1294010.763759
  nChanged 29
		SP:Iteration 40F (17445.050000 sec): 3 clusters
  Score: Raw -1298513.864938 + Penalty 4493.693664 = -1294020.171274
  nChanged 25
		SP:Iteration 41Q (17445.250000 sec): 3 clusters
  Score: Raw -1298519.828749 + Penalty 4493.693664 = -1294026.135085
  nChanged 18
		SP:Iteration 42Q (17445.420000 sec): 3 clusters
  Score: Raw -1298525.960162 + Penalty 4493.693664 = -1294032.266498
  nChanged 21
		SP:Iteration 43Q (17445.580000 sec): 3 clusters
  Score: Raw -1298531.860448 + Penalty 4493.693664 = -1294038.166784
  nChanged 17
		SP:Iteration 44Q (17445.740000 sec): 3 clusters
  Score: Raw -1298536.092015 + Penalty 4493.693664 = -1294042.398351
  nChanged 12
		SP:Iteration 45Q (17445.870000 sec): 3 clusters
  Score: Raw -1298539.892028 + Penalty 4493.693664 = -1294046.198363
  nChanged 7
		SP:Iteration 46Q (17446.020000 sec): 3 clusters
  Score: Raw -1298542.535799 + Penalty 4493.693664 = -1294048.842135
  nChanged 6
		SP:Iteration 47Q (17446.170000 sec): 3 clusters
  Score: Raw -1298545.287459 + Penalty 4493.693664 = -1294051.593795
  nChanged 7
		SP:Iteration 48Q (17446.430000 sec): 3 clusters
  Score: Raw -1298547.794527 + Penalty 4493.693664 = -1294054.100863
  nChanged 3
		SP:Iteration 49Q (17446.640000 sec): 3 clusters
  Score: Raw -1298548.374680 + Penalty 4493.693664 = -1294054.681015
  nChanged 3
		SP:Iteration 50Q (17446.840000 sec): 3 clusters
  Score: Raw -1298548.774803 + Penalty 4493.693664 = -1294055.081139
  nChanged 2
		SP:Iteration 51Q (17447.070000 sec): 3 clusters
  Score: Raw -1298549.417173 + Penalty 4493.693664 = -1294055.723509
  nChanged 3
		SP:Iteration 52Q (17447.280000 sec): 3 clusters
  Score: Raw -1298550.186437 + Penalty 4493.693664 = -1294056.492773
  nChanged 3
		SP:Iteration 53Q (17447.510000 sec): 3 clusters
  Score: Raw -1298550.969790 + Penalty 4493.693664 = -1294057.276125
  nChanged 1
		SP:Iteration 54Q (17447.730000 sec): 3 clusters
  Score: Raw -1298551.069983 + Penalty 4493.693664 = -1294057.376318
  nChanged 0
		SP:Iteration 55F (17448.000000 sec): 3 clusters
  Score: Raw -1298551.069983 + Penalty 4493.693664 = -1294057.376318
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (25529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17448.270000 sec): 2 clusters
  Score: Raw -4152195.419515 + Penalty 2516.597444 = -4149678.822071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17448.640000 sec): 3 clusters
  Score: Raw -4137016.905476 + Penalty 5033.194889 = -4131983.710587
  nChanged 11421
		SP:Iteration 1F (17449.050000 sec): 3 clusters
  Score: Raw -4143454.856366 + Penalty 5033.194889 = -4138421.661478
  nChanged 1593
		SP:Iteration 2F (17449.330000 sec): 3 clusters
  Score: Raw -4144328.124645 + Penalty 5033.194889 = -4139294.929757
  nChanged 1815
		SP:Iteration 3F (17449.700000 sec): 3 clusters
  Score: Raw -4145629.434438 + Penalty 5033.194889 = -4140596.239549
  nChanged 2098
		SP:Iteration 4F (17450.080000 sec): 3 clusters
  Score: Raw -4147295.976125 + Penalty 5033.194889 = -4142262.781237
  nChanged 2016
		SP:Iteration 5F (17450.510000 sec): 3 clusters
  Score: Raw -4148706.258892 + Penalty 5033.194889 = -4143673.064004
  nChanged 1604
		SP:Iteration 6F (17450.900000 sec): 3 clusters
  Score: Raw -4149671.070833 + Penalty 5033.194889 = -4144637.875945
  nChanged 1141
		SP:Iteration 7Q (17451.260000 sec): 3 clusters
  Score: Raw -4150229.038042 + Penalty 5033.194889 = -4145195.843153
  nChanged 845
		SP:Iteration 8Q (17451.630000 sec): 3 clusters
  Score: Raw -4150607.325221 + Penalty 5033.194889 = -4145574.130332
  nChanged 643
		SP:Iteration 9Q (17451.970000 sec): 3 clusters
  Score: Raw -4150866.588843 + Penalty 5033.194889 = -4145833.393955
  nChanged 547
		SP:Iteration 10Q (17452.390000 sec): 3 clusters
  Score: Raw -4151070.040682 + Penalty 5033.194889 = -4146036.845793
  nChanged 508
		SP:Iteration 11Q (17452.740000 sec): 3 clusters
  Score: Raw -4151244.938782 + Penalty 5033.194889 = -4146211.743894
  nChanged 508
		SP:Iteration 12Q (17453.130000 sec): 3 clusters
  Score: Raw -4151407.402830 + Penalty 5033.194889 = -4146374.207942
  nChanged 520
		SP:Iteration 13Q (17453.550000 sec): 3 clusters
  Score: Raw -4151576.368849 + Penalty 5033.194889 = -4146543.173961
  nChanged 574
		SP:Iteration 14Q (17453.960000 sec): 3 clusters
  Score: Raw -4151769.926282 + Penalty 5033.194889 = -4146736.731394
  nChanged 564
		SP:Iteration 15Q (17454.290000 sec): 3 clusters
  Score: Raw -4151958.992004 + Penalty 5033.194889 = -4146925.797115
  nChanged 572
		SP:Iteration 16Q (17454.640000 sec): 3 clusters
  Score: Raw -4152146.894310 + Penalty 5033.194889 = -4147113.699421
  nChanged 576
		SP:Iteration 17Q (17455.000000 sec): 3 clusters
  Score: Raw -4152329.538295 + Penalty 5033.194889 = -4147296.343407
  nChanged 572
		SP:Iteration 18Q (17455.420000 sec): 3 clusters
  Score: Raw -4152507.682229 + Penalty 5033.194889 = -4147474.487340
  nChanged 507
		SP:Iteration 19Q (17455.790000 sec): 3 clusters
  Score: Raw -4152650.040582 + Penalty 5033.194889 = -4147616.845693
  nChanged 466
		SP:Iteration 20F (17456.170000 sec): 3 clusters
  Score: Raw -4152779.798416 + Penalty 5033.194889 = -4147746.603527
  nChanged 446
		SP:Iteration 21Q (17456.530000 sec): 3 clusters
  Score: Raw -4152895.831669 + Penalty 5033.194889 = -4147862.636781
  nChanged 398
		SP:Iteration 22Q (17456.930000 sec): 3 clusters
  Score: Raw -4152991.261450 + Penalty 5033.194889 = -4147958.066562
  nChanged 369
		SP:Iteration 23Q (17457.220000 sec): 3 clusters
  Score: Raw -4153084.300481 + Penalty 5033.194889 = -4148051.105593
  nChanged 362
		SP:Iteration 24Q (17457.600000 sec): 3 clusters
  Score: Raw -4153169.928921 + Penalty 5033.194889 = -4148136.734033
  nChanged 329
		SP:Iteration 25Q (17457.960000 sec): 3 clusters
  Score: Raw -4153245.365244 + Penalty 5033.194889 = -4148212.170355
  nChanged 315
		SP:Iteration 26Q (17458.320000 sec): 3 clusters
  Score: Raw -4153315.371238 + Penalty 5033.194889 = -4148282.176349
  nChanged 291
		SP:Iteration 27Q (17458.640000 sec): 3 clusters
  Score: Raw -4153374.586902 + Penalty 5033.194889 = -4148341.392014
  nChanged 239
		SP:Iteration 28Q (17459.030000 sec): 3 clusters
  Score: Raw -4153421.390005 + Penalty 5033.194889 = -4148388.195117
  nChanged 210
		SP:Iteration 29Q (17459.420000 sec): 3 clusters
  Score: Raw -4153460.392925 + Penalty 5033.194889 = -4148427.198036
  nChanged 188
		SP:Iteration 30Q (17459.780000 sec): 3 clusters
  Score: Raw -4153494.484118 + Penalty 5033.194889 = -4148461.289230
  nChanged 167
		SP:Iteration 31Q (17460.180000 sec): 3 clusters
  Score: Raw -4153521.937300 + Penalty 5033.194889 = -4148488.742412
  nChanged 143
		SP:Iteration 32Q (17460.590000 sec): 3 clusters
  Score: Raw -4153544.160182 + Penalty 5033.194889 = -4148510.965293
  nChanged 119
		SP:Iteration 33Q (17460.970000 sec): 3 clusters
  Score: Raw -4153562.804640 + Penalty 5033.194889 = -4148529.609751
  nChanged 123
		SP:Iteration 34Q (17461.340000 sec): 3 clusters
  Score: Raw -4153580.162705 + Penalty 5033.194889 = -4148546.967816
  nChanged 94
		SP:Iteration 35Q (17461.710000 sec): 3 clusters
  Score: Raw -4153593.203325 + Penalty 5033.194889 = -4148560.008436
  nChanged 92
		SP:Iteration 36Q (17462.060000 sec): 3 clusters
  Score: Raw -4153605.277589 + Penalty 5033.194889 = -4148572.082701
  nChanged 78
		SP:Iteration 37Q (17462.380000 sec): 3 clusters
  Score: Raw -4153615.675156 + Penalty 5033.194889 = -4148582.480267
  nChanged 73
		SP:Iteration 38Q (17462.700000 sec): 3 clusters
  Score: Raw -4153626.827662 + Penalty 5033.194889 = -4148593.632774
  nChanged 84
		SP:Iteration 39Q (17462.980000 sec): 3 clusters
  Score: Raw -4153638.840244 + Penalty 5033.194889 = -4148605.645355
  nChanged 67
		SP:Iteration 40F (17463.340000 sec): 3 clusters
  Score: Raw -4153646.831167 + Penalty 5033.194889 = -4148613.636279
  nChanged 53
		SP:Iteration 41Q (17463.680000 sec): 3 clusters
  Score: Raw -4153652.327408 + Penalty 5033.194889 = -4148619.132519
  nChanged 47
		SP:Iteration 42Q (17463.980000 sec): 3 clusters
  Score: Raw -4153657.734780 + Penalty 5033.194889 = -4148624.539891
  nChanged 38
		SP:Iteration 43Q (17464.370000 sec): 3 clusters
  Score: Raw -4153662.256813 + Penalty 5033.194889 = -4148629.061925
  nChanged 39
		SP:Iteration 44Q (17464.770000 sec): 3 clusters
  Score: Raw -4153666.608581 + Penalty 5033.194889 = -4148633.413693
  nChanged 33
		SP:Iteration 45Q (17465.100000 sec): 3 clusters
  Score: Raw -4153670.096212 + Penalty 5033.194889 = -4148636.901324
  nChanged 34
		SP:Iteration 46Q (17465.420000 sec): 3 clusters
  Score: Raw -4153674.054879 + Penalty 5033.194889 = -4148640.859990
  nChanged 31
		SP:Iteration 47Q (17465.770000 sec): 3 clusters
  Score: Raw -4153677.245739 + Penalty 5033.194889 = -4148644.050850
  nChanged 25
		SP:Iteration 48Q (17466.150000 sec): 3 clusters
  Score: Raw -4153679.801865 + Penalty 5033.194889 = -4148646.606976
  nChanged 26
		SP:Iteration 49Q (17466.500000 sec): 3 clusters
  Score: Raw -4153682.716031 + Penalty 5033.194889 = -4148649.521143
  nChanged 26
		SP:Iteration 50Q (17466.900000 sec): 3 clusters
  Score: Raw -4153685.294954 + Penalty 5033.194889 = -4148652.100065
  nChanged 23
		SP:Iteration 51Q (17467.290000 sec): 3 clusters
  Score: Raw -4153687.749697 + Penalty 5033.194889 = -4148654.554808
  nChanged 22
		SP:Iteration 52Q (17467.670000 sec): 3 clusters
  Score: Raw -4153690.576667 + Penalty 5033.194889 = -4148657.381779
  nChanged 30
		SP:Iteration 53Q (17468.030000 sec): 3 clusters
  Score: Raw -4153694.083772 + Penalty 5033.194889 = -4148660.888884
  nChanged 39
		SP:Iteration 54Q (17468.360000 sec): 3 clusters
  Score: Raw -4153698.326939 + Penalty 5033.194889 = -4148665.132051
  nChanged 39
		SP:Iteration 55Q (17468.660000 sec): 3 clusters
  Score: Raw -4153703.155331 + Penalty 5033.194889 = -4148669.960443
  nChanged 37
		SP:Iteration 56Q (17469.030000 sec): 3 clusters
  Score: Raw -4153707.342962 + Penalty 5033.194889 = -4148674.148073
  nChanged 32
		SP:Iteration 57Q (17469.390000 sec): 3 clusters
  Score: Raw -4153711.204239 + Penalty 5033.194889 = -4148678.009350
  nChanged 38
		SP:Iteration 58Q (17469.670000 sec): 3 clusters
  Score: Raw -4153716.545236 + Penalty 5033.194889 = -4148683.350347
  nChanged 45
		SP:Iteration 59Q (17470.060000 sec): 3 clusters
  Score: Raw -4153721.204849 + Penalty 5033.194889 = -4148688.009960
  nChanged 26
		SP:Iteration 60F (17470.380000 sec): 3 clusters
  Score: Raw -4153723.859115 + Penalty 5033.194889 = -4148690.664227
  nChanged 22
		SP:Iteration 61Q (17470.720000 sec): 3 clusters
  Score: Raw -4153726.190594 + Penalty 5033.194889 = -4148692.995705
  nChanged 18
		SP:Iteration 62Q (17471.040000 sec): 3 clusters
  Score: Raw -4153728.339976 + Penalty 5033.194889 = -4148695.145088
  nChanged 18
		SP:Iteration 63Q (17471.410000 sec): 3 clusters
  Score: Raw -4153730.219468 + Penalty 5033.194889 = -4148697.024579
  nChanged 13
		SP:Iteration 64Q (17471.750000 sec): 3 clusters
  Score: Raw -4153731.524359 + Penalty 5033.194889 = -4148698.329470
  nChanged 15
		SP:Iteration 65Q (17472.100000 sec): 3 clusters
  Score: Raw -4153733.015086 + Penalty 5033.194889 = -4148699.820197
  nChanged 11
		SP:Iteration 66Q (17472.450000 sec): 3 clusters
  Score: Raw -4153734.434739 + Penalty 5033.194889 = -4148701.239850
  nChanged 14
		SP:Iteration 67Q (17472.760000 sec): 3 clusters
  Score: Raw -4153735.651213 + Penalty 5033.194889 = -4148702.456324
  nChanged 7
		SP:Iteration 68Q (17473.070000 sec): 3 clusters
  Score: Raw -4153736.434798 + Penalty 5033.194889 = -4148703.239910
  nChanged 7
		SP:Iteration 69Q (17473.400000 sec): 3 clusters
  Score: Raw -4153737.109196 + Penalty 5033.194889 = -4148703.914308
  nChanged 12
		SP:Iteration 70Q (17473.720000 sec): 3 clusters
  Score: Raw -4153738.228540 + Penalty 5033.194889 = -4148705.033651
  nChanged 8
		SP:Iteration 71Q (17473.990000 sec): 3 clusters
  Score: Raw -4153738.927426 + Penalty 5033.194889 = -4148705.732537
  nChanged 5
		SP:Iteration 72Q (17474.330000 sec): 3 clusters
  Score: Raw -4153739.303077 + Penalty 5033.194889 = -4148706.108188
  nChanged 2
		SP:Iteration 73Q (17474.640000 sec): 3 clusters
  Score: Raw -4153739.473185 + Penalty 5033.194889 = -4148706.278296
  nChanged 5
		SP:Iteration 74Q (17475.010000 sec): 3 clusters
  Score: Raw -4153739.930917 + Penalty 5033.194889 = -4148706.736029
  nChanged 7
		SP:Iteration 75Q (17475.300000 sec): 3 clusters
  Score: Raw -4153740.454879 + Penalty 5033.194889 = -4148707.259991
  nChanged 4
		SP:Iteration 76Q (17475.640000 sec): 3 clusters
  Score: Raw -4153740.811763 + Penalty 5033.194889 = -4148707.616874
  nChanged 5
		SP:Iteration 77Q (17475.940000 sec): 3 clusters
  Score: Raw -4153741.347510 + Penalty 5033.194889 = -4148708.152621
  nChanged 5
		SP:Iteration 78Q (17476.340000 sec): 3 clusters
  Score: Raw -4153741.841730 + Penalty 5033.194889 = -4148708.646842
  nChanged 3
		SP:Iteration 79Q (17476.630000 sec): 3 clusters
  Score: Raw -4153742.171839 + Penalty 5033.194889 = -4148708.976951
  nChanged 5
		SP:Iteration 80F (17477.000000 sec): 3 clusters
  Score: Raw -4153742.713693 + Penalty 5033.194889 = -4148709.518804
  nChanged 4
		SP:Iteration 81Q (17477.380000 sec): 3 clusters
  Score: Raw -4153743.130720 + Penalty 5033.194889 = -4148709.935831
  nChanged 9
		SP:Iteration 82Q (17477.670000 sec): 3 clusters
  Score: Raw -4153744.031176 + Penalty 5033.194889 = -4148710.836288
  nChanged 7
		SP:Iteration 83Q (17478.000000 sec): 3 clusters
  Score: Raw -4153744.616436 + Penalty 5033.194889 = -4148711.421547
  nChanged 7
		SP:Iteration 84Q (17478.360000 sec): 3 clusters
  Score: Raw -4153745.153511 + Penalty 5033.194889 = -4148711.958622
  nChanged 3
		SP:Iteration 85Q (17478.690000 sec): 3 clusters
  Score: Raw -4153745.478176 + Penalty 5033.194889 = -4148712.283287
  nChanged 5
		SP:Iteration 86Q (17478.990000 sec): 3 clusters
  Score: Raw -4153746.056771 + Penalty 5033.194889 = -4148712.861882
  nChanged 10
		SP:Iteration 87Q (17479.380000 sec): 3 clusters
  Score: Raw -4153746.804438 + Penalty 5033.194889 = -4148713.609549
  nChanged 5
		SP:Iteration 88Q (17479.780000 sec): 3 clusters
  Score: Raw -4153747.261914 + Penalty 5033.194889 = -4148714.067025
  nChanged 8
		SP:Iteration 89Q (17480.090000 sec): 3 clusters
  Score: Raw -4153748.032820 + Penalty 5033.194889 = -4148714.837931
  nChanged 6
		SP:Iteration 90Q (17480.450000 sec): 3 clusters
  Score: Raw -4153748.656987 + Penalty 5033.194889 = -4148715.462098
  nChanged 3
		SP:Iteration 91Q (17480.750000 sec): 3 clusters
  Score: Raw -4153748.971301 + Penalty 5033.194889 = -4148715.776412
  nChanged 4
		SP:Iteration 92Q (17481.150000 sec): 3 clusters
  Score: Raw -4153749.420591 + Penalty 5033.194889 = -4148716.225702
  nChanged 4
		SP:Iteration 93Q (17481.550000 sec): 3 clusters
  Score: Raw -4153749.736429 + Penalty 5033.194889 = -4148716.541541
  nChanged 3
		SP:Iteration 94Q (17481.940000 sec): 3 clusters
  Score: Raw -4153749.935204 + Penalty 5033.194889 = -4148716.740316
  nChanged 2
		SP:Iteration 95Q (17482.280000 sec): 3 clusters
  Score: Raw -4153750.054663 + Penalty 5033.194889 = -4148716.859774
  nChanged 1
		SP:Iteration 96Q (17482.610000 sec): 3 clusters
  Score: Raw -4153750.089072 + Penalty 5033.194889 = -4148716.894183
  nChanged 1
		SP:Iteration 97Q (17482.950000 sec): 3 clusters
  Score: Raw -4153750.186611 + Penalty 5033.194889 = -4148716.991723
  nChanged 2
		SP:Iteration 98Q (17483.280000 sec): 3 clusters
  Score: Raw -4153750.330285 + Penalty 5033.194889 = -4148717.135396
  nChanged 2
		SP:Iteration 99Q (17483.580000 sec): 3 clusters
  Score: Raw -4153750.513596 + Penalty 5033.194889 = -4148717.318708
  nChanged 3
		SP:Iteration 100F (17483.930000 sec): 3 clusters
  Score: Raw -4153750.712894 + Penalty 5033.194889 = -4148717.518005
  nChanged 4
		SP:Iteration 101Q (17484.270000 sec): 3 clusters
  Score: Raw -4153750.984110 + Penalty 5033.194889 = -4148717.789222
  nChanged 4
		SP:Iteration 102Q (17484.590000 sec): 3 clusters
  Score: Raw -4153751.238492 + Penalty 5033.194889 = -4148718.043603
  nChanged 2
		SP:Iteration 103Q (17484.890000 sec): 3 clusters
  Score: Raw -4153751.389671 + Penalty 5033.194889 = -4148718.194782
  nChanged 3
		SP:Iteration 104Q (17485.230000 sec): 3 clusters
  Score: Raw -4153751.697643 + Penalty 5033.194889 = -4148718.502755
  nChanged 2
		SP:Iteration 105Q (17485.580000 sec): 3 clusters
  Score: Raw -4153751.938528 + Penalty 5033.194889 = -4148718.743639
  nChanged 5
		SP:Iteration 106Q (17485.920000 sec): 3 clusters
  Score: Raw -4153752.289958 + Penalty 5033.194889 = -4148719.095070
  nChanged 4
		SP:Iteration 107Q (17486.220000 sec): 3 clusters
  Score: Raw -4153752.575015 + Penalty 5033.194889 = -4148719.380127
  nChanged 5
		SP:Iteration 108Q (17486.550000 sec): 3 clusters
  Score: Raw -4153752.961514 + Penalty 5033.194889 = -4148719.766625
  nChanged 4
		SP:Iteration 109Q (17486.920000 sec): 3 clusters
  Score: Raw -4153753.349730 + Penalty 5033.194889 = -4148720.154842
  nChanged 3
		SP:Iteration 110Q (17487.300000 sec): 3 clusters
  Score: Raw -4153753.554105 + Penalty 5033.194889 = -4148720.359217
  nChanged 1
		SP:Iteration 111Q (17487.630000 sec): 3 clusters
  Score: Raw -4153753.623575 + Penalty 5033.194889 = -4148720.428687
  nChanged 2
		SP:Iteration 112Q (17488.000000 sec): 3 clusters
  Score: Raw -4153753.869429 + Penalty 5033.194889 = -4148720.674540
  nChanged 3
		SP:Iteration 113Q (17488.350000 sec): 3 clusters
  Score: Raw -4153754.207144 + Penalty 5033.194889 = -4148721.012255
  nChanged 1
		SP:Iteration 114Q (17488.700000 sec): 3 clusters
  Score: Raw -4153754.272927 + Penalty 5033.194889 = -4148721.078038
  nChanged 1
		SP:Iteration 115Q (17489.050000 sec): 3 clusters
  Score: Raw -4153754.338152 + Penalty 5033.194889 = -4148721.143263
  nChanged 0
		SP:Iteration 116F (17489.410000 sec): 3 clusters
  Score: Raw -4153754.338152 + Penalty 5033.194889 = -4148721.143263
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (3253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17489.520000 sec): 2 clusters
  Score: Raw -517281.693595 + Penalty 2005.658566 = -515276.035029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17489.670000 sec): 3 clusters
  Score: Raw -515884.221530 + Penalty 4011.317132 = -511872.904398
  nChanged 1116
		SP:Iteration 1F (17489.850000 sec): 3 clusters
  Score: Raw -516558.169264 + Penalty 4011.317132 = -512546.852133
  nChanged 260
		SP:Iteration 2F (17490.110000 sec): 3 clusters
  Score: Raw -516771.522635 + Penalty 4011.317132 = -512760.205503
  nChanged 188
		SP:Iteration 3F (17490.270000 sec): 3 clusters
  Score: Raw -516950.244359 + Penalty 4011.317132 = -512938.927228
  nChanged 183
		SP:Iteration 4F (17490.440000 sec): 3 clusters
  Score: Raw -517144.707996 + Penalty 4011.317132 = -513133.390864
  nChanged 181
		SP:Iteration 5F (17490.660000 sec): 3 clusters
  Score: Raw -517337.526011 + Penalty 4011.317132 = -513326.208879
  nChanged 200
		SP:Iteration 6F (17490.820000 sec): 3 clusters
  Score: Raw -517594.990136 + Penalty 4011.317132 = -513583.673004
  nChanged 171
		SP:Iteration 7F (17491.030000 sec): 3 clusters
  Score: Raw -517798.503215 + Penalty 4011.317132 = -513787.186083
  nChanged 122
		SP:Iteration 8Q (17491.190000 sec): 3 clusters
  Score: Raw -517918.905032 + Penalty 4011.317132 = -513907.587901
  nChanged 100
		SP:Iteration 9Q (17491.370000 sec): 3 clusters
  Score: Raw -518013.764752 + Penalty 4011.317132 = -514002.447621
  nChanged 76
		SP:Iteration 10Q (17491.540000 sec): 3 clusters
  Score: Raw -518065.289891 + Penalty 4011.317132 = -514053.972760
  nChanged 48
		SP:Iteration 11Q (17491.670000 sec): 3 clusters
  Score: Raw -518096.004155 + Penalty 4011.317132 = -514084.687024
  nChanged 36
		SP:Iteration 12Q (17491.870000 sec): 3 clusters
  Score: Raw -518117.867286 + Penalty 4011.317132 = -514106.550154
  nChanged 27
		SP:Iteration 13Q (17492.090000 sec): 3 clusters
  Score: Raw -518134.755764 + Penalty 4011.317132 = -514123.438633
  nChanged 25
		SP:Iteration 14Q (17492.260000 sec): 3 clusters
  Score: Raw -518147.651964 + Penalty 4011.317132 = -514136.334832
  nChanged 10
		SP:Iteration 15Q (17492.480000 sec): 3 clusters
  Score: Raw -518153.591289 + Penalty 4011.317132 = -514142.274158
  nChanged 8
		SP:Iteration 16Q (17492.640000 sec): 3 clusters
  Score: Raw -518157.182727 + Penalty 4011.317132 = -514145.865596
  nChanged 7
		SP:Iteration 17Q (17492.820000 sec): 3 clusters
  Score: Raw -518159.568731 + Penalty 4011.317132 = -514148.251600
  nChanged 2
		SP:Iteration 18Q (17493.050000 sec): 3 clusters
  Score: Raw -518160.225456 + Penalty 4011.317132 = -514148.908324
  nChanged 0
		SP:Iteration 19F (17493.330000 sec): 3 clusters
  Score: Raw -518160.225456 + Penalty 4011.317132 = -514148.908324
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (7753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17493.460000 sec): 2 clusters
  Score: Raw -1082710.843301 + Penalty 2221.047116 = -1080489.796185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17493.730000 sec): 3 clusters
  Score: Raw -1078741.566269 + Penalty 4442.094232 = -1074299.472037
  nChanged 3188
		SP:Iteration 1F (17493.940000 sec): 3 clusters
  Score: Raw -1080798.335099 + Penalty 4442.094232 = -1076356.240868
  nChanged 743
		SP:Iteration 2F (17494.210000 sec): 3 clusters
  Score: Raw -1081482.022656 + Penalty 4442.094232 = -1077039.928424
  nChanged 671
		SP:Iteration 3F (17494.400000 sec): 3 clusters
  Score: Raw -1082155.330413 + Penalty 4442.094232 = -1077713.236181
  nChanged 604
		SP:Iteration 4F (17494.650000 sec): 3 clusters
  Score: Raw -1082711.436085 + Penalty 4442.094232 = -1078269.341853
  nChanged 486
		SP:Iteration 5F (17494.870000 sec): 3 clusters
  Score: Raw -1083130.924271 + Penalty 4442.094232 = -1078688.830039
  nChanged 382
		SP:Iteration 6Q (17495.060000 sec): 3 clusters
  Score: Raw -1083448.140154 + Penalty 4442.094232 = -1079006.045923
  nChanged 319
		SP:Iteration 7Q (17495.300000 sec): 3 clusters
  Score: Raw -1083673.511365 + Penalty 4442.094232 = -1079231.417134
  nChanged 224
		SP:Iteration 8Q (17495.540000 sec): 3 clusters
  Score: Raw -1083828.190677 + Penalty 4442.094232 = -1079386.096446
  nChanged 182
		SP:Iteration 9Q (17495.820000 sec): 3 clusters
  Score: Raw -1083951.931460 + Penalty 4442.094232 = -1079509.837228
  nChanged 150
		SP:Iteration 10Q (17496.020000 sec): 3 clusters
  Score: Raw -1084037.979686 + Penalty 4442.094232 = -1079595.885455
  nChanged 110
		SP:Iteration 11Q (17496.230000 sec): 3 clusters
  Score: Raw -1084097.159617 + Penalty 4442.094232 = -1079655.065385
  nChanged 95
		SP:Iteration 12Q (17496.400000 sec): 3 clusters
  Score: Raw -1084143.051226 + Penalty 4442.094232 = -1079700.956994
  nChanged 74
		SP:Iteration 13Q (17496.570000 sec): 3 clusters
  Score: Raw -1084175.066064 + Penalty 4442.094232 = -1079732.971833
  nChanged 63
		SP:Iteration 14Q (17496.830000 sec): 3 clusters
  Score: Raw -1084205.457078 + Penalty 4442.094232 = -1079763.362846
  nChanged 62
		SP:Iteration 15Q (17497.060000 sec): 3 clusters
  Score: Raw -1084228.362462 + Penalty 4442.094232 = -1079786.268230
  nChanged 36
		SP:Iteration 16Q (17497.200000 sec): 3 clusters
  Score: Raw -1084241.568758 + Penalty 4442.094232 = -1079799.474526
  nChanged 34
		SP:Iteration 17Q (17497.420000 sec): 3 clusters
  Score: Raw -1084252.434832 + Penalty 4442.094232 = -1079810.340601
  nChanged 28
		SP:Iteration 18Q (17497.600000 sec): 3 clusters
  Score: Raw -1084262.776495 + Penalty 4442.094232 = -1079820.682263
  nChanged 23
		SP:Iteration 19Q (17497.820000 sec): 3 clusters
  Score: Raw -1084271.123500 + Penalty 4442.094232 = -1079829.029269
  nChanged 18
		SP:Iteration 20F (17498.070000 sec): 3 clusters
  Score: Raw -1084276.834389 + Penalty 4442.094232 = -1079834.740158
  nChanged 19
		SP:Iteration 21Q (17498.200000 sec): 3 clusters
  Score: Raw -1084282.405621 + Penalty 4442.094232 = -1079840.311389
  nChanged 17
		SP:Iteration 22Q (17498.450000 sec): 3 clusters
  Score: Raw -1084289.332822 + Penalty 4442.094232 = -1079847.238591
  nChanged 17
		SP:Iteration 23Q (17498.670000 sec): 3 clusters
  Score: Raw -1084296.210789 + Penalty 4442.094232 = -1079854.116558
  nChanged 21
		SP:Iteration 24Q (17498.840000 sec): 3 clusters
  Score: Raw -1084303.027355 + Penalty 4442.094232 = -1079860.933124
  nChanged 11
		SP:Iteration 25Q (17499.040000 sec): 3 clusters
  Score: Raw -1084305.715188 + Penalty 4442.094232 = -1079863.620956
  nChanged 7
		SP:Iteration 26Q (17499.230000 sec): 3 clusters
  Score: Raw -1084307.501991 + Penalty 4442.094232 = -1079865.407760
  nChanged 4
		SP:Iteration 27Q (17499.400000 sec): 3 clusters
  Score: Raw -1084308.751218 + Penalty 4442.094232 = -1079866.656987
  nChanged 7
		SP:Iteration 28Q (17499.600000 sec): 3 clusters
  Score: Raw -1084310.058146 + Penalty 4442.094232 = -1079867.963914
  nChanged 7
		SP:Iteration 29Q (17499.820000 sec): 3 clusters
  Score: Raw -1084311.593947 + Penalty 4442.094232 = -1079869.499716
  nChanged 5
		SP:Iteration 30Q (17500.090000 sec): 3 clusters
  Score: Raw -1084313.575866 + Penalty 4442.094232 = -1079871.481634
  nChanged 7
		SP:Iteration 31Q (17500.340000 sec): 3 clusters
  Score: Raw -1084315.466109 + Penalty 4442.094232 = -1079873.371878
  nChanged 5
		SP:Iteration 32Q (17500.460000 sec): 3 clusters
  Score: Raw -1084316.883268 + Penalty 4442.094232 = -1079874.789036
  nChanged 5
		SP:Iteration 33Q (17500.650000 sec): 3 clusters
  Score: Raw -1084318.573893 + Penalty 4442.094232 = -1079876.479661
  nChanged 2
		SP:Iteration 34Q (17500.880000 sec): 3 clusters
  Score: Raw -1084318.903313 + Penalty 4442.094232 = -1079876.809081
  nChanged 1
		SP:Iteration 35Q (17501.080000 sec): 3 clusters
  Score: Raw -1084319.010698 + Penalty 4442.094232 = -1079876.916467
  nChanged 0
		SP:Iteration 36F (17501.250000 sec): 3 clusters
  Score: Raw -1084319.010698 + Penalty 4442.094232 = -1079876.916467
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (6314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17501.360000 sec): 2 clusters
  Score: Raw -1014434.637433 + Penalty 2170.130118 = -1012264.507315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17501.560000 sec): 3 clusters
  Score: Raw -1011299.510875 + Penalty 4340.260236 = -1006959.250639
  nChanged 2449
		SP:Iteration 1F (17501.780000 sec): 3 clusters
  Score: Raw -1012609.703391 + Penalty 4340.260236 = -1008269.443155
  nChanged 404
		SP:Iteration 2F (17501.970000 sec): 3 clusters
  Score: Raw -1012817.003588 + Penalty 4340.260236 = -1008476.743352
  nChanged 288
		SP:Iteration 3Q (17502.160000 sec): 3 clusters
  Score: Raw -1012965.584443 + Penalty 4340.260236 = -1008625.324207
  nChanged 269
		SP:Iteration 4Q (17502.360000 sec): 3 clusters
  Score: Raw -1013103.160919 + Penalty 4340.260236 = -1008762.900683
  nChanged 262
		SP:Iteration 5Q (17502.570000 sec): 3 clusters
  Score: Raw -1013256.996126 + Penalty 4340.260236 = -1008916.735890
  nChanged 287
		SP:Iteration 6Q (17502.780000 sec): 3 clusters
  Score: Raw -1013439.624158 + Penalty 4340.260236 = -1009099.363922
  nChanged 296
		SP:Iteration 7Q (17503.000000 sec): 3 clusters
  Score: Raw -1013655.335608 + Penalty 4340.260236 = -1009315.075373
  nChanged 323
		SP:Iteration 8F (17503.190000 sec): 3 clusters
  Score: Raw -1013918.586198 + Penalty 4340.260236 = -1009578.325962
  nChanged 323
		SP:Iteration 9F (17503.380000 sec): 3 clusters
  Score: Raw -1014170.787652 + Penalty 4340.260236 = -1009830.527416
  nChanged 278
		SP:Iteration 10Q (17503.520000 sec): 3 clusters
  Score: Raw -1014366.860328 + Penalty 4340.260236 = -1010026.600093
  nChanged 251
		SP:Iteration 11Q (17503.680000 sec): 3 clusters
  Score: Raw -1014519.008608 + Penalty 4340.260236 = -1010178.748372
  nChanged 167
		SP:Iteration 12Q (17503.870000 sec): 3 clusters
  Score: Raw -1014614.096286 + Penalty 4340.260236 = -1010273.836050
  nChanged 125
		SP:Iteration 13Q (17504.080000 sec): 3 clusters
  Score: Raw -1014675.348951 + Penalty 4340.260236 = -1010335.088715
  nChanged 86
		SP:Iteration 14Q (17504.260000 sec): 3 clusters
  Score: Raw -1014712.814051 + Penalty 4340.260236 = -1010372.553815
  nChanged 71
		SP:Iteration 15Q (17504.460000 sec): 3 clusters
  Score: Raw -1014741.152573 + Penalty 4340.260236 = -1010400.892337
  nChanged 42
		SP:Iteration 16Q (17504.620000 sec): 3 clusters
  Score: Raw -1014756.104070 + Penalty 4340.260236 = -1010415.843834
  nChanged 28
		SP:Iteration 17Q (17504.810000 sec): 3 clusters
  Score: Raw -1014766.388409 + Penalty 4340.260236 = -1010426.128173
  nChanged 30
		SP:Iteration 18Q (17505.040000 sec): 3 clusters
  Score: Raw -1014776.776187 + Penalty 4340.260236 = -1010436.515951
  nChanged 22
		SP:Iteration 19Q (17505.230000 sec): 3 clusters
  Score: Raw -1014782.944481 + Penalty 4340.260236 = -1010442.684245
  nChanged 17
		SP:Iteration 20F (17505.450000 sec): 3 clusters
  Score: Raw -1014788.376165 + Penalty 4340.260236 = -1010448.115929
  nChanged 21
		SP:Iteration 21Q (17505.670000 sec): 3 clusters
  Score: Raw -1014795.944292 + Penalty 4340.260236 = -1010455.684056
  nChanged 22
		SP:Iteration 22Q (17505.840000 sec): 3 clusters
  Score: Raw -1014804.370813 + Penalty 4340.260236 = -1010464.110577
  nChanged 19
		SP:Iteration 23Q (17506.080000 sec): 3 clusters
  Score: Raw -1014809.152968 + Penalty 4340.260236 = -1010468.892732
  nChanged 8
		SP:Iteration 24Q (17506.260000 sec): 3 clusters
  Score: Raw -1014811.681969 + Penalty 4340.260236 = -1010471.421733
  nChanged 12
		SP:Iteration 25Q (17506.530000 sec): 3 clusters
  Score: Raw -1014815.475409 + Penalty 4340.260236 = -1010475.215173
  nChanged 8
		SP:Iteration 26Q (17506.800000 sec): 3 clusters
  Score: Raw -1014818.082845 + Penalty 4340.260236 = -1010477.822609
  nChanged 6
		SP:Iteration 27Q (17507.080000 sec): 3 clusters
  Score: Raw -1014819.305327 + Penalty 4340.260236 = -1010479.045091
  nChanged 3
		SP:Iteration 28Q (17507.330000 sec): 3 clusters
  Score: Raw -1014820.004263 + Penalty 4340.260236 = -1010479.744027
  nChanged 3
		SP:Iteration 29Q (17507.590000 sec): 3 clusters
  Score: Raw -1014821.090198 + Penalty 4340.260236 = -1010480.829962
  nChanged 4
		SP:Iteration 30Q (17507.750000 sec): 3 clusters
  Score: Raw -1014823.315271 + Penalty 4340.260236 = -1010483.055036
  nChanged 7
		SP:Iteration 31Q (17507.950000 sec): 3 clusters
  Score: Raw -1014824.688916 + Penalty 4340.260236 = -1010484.428680
  nChanged 1
		SP:Iteration 32Q (17508.200000 sec): 3 clusters
  Score: Raw -1014825.022185 + Penalty 4340.260236 = -1010484.761949
  nChanged 1
		SP:Iteration 33Q (17508.400000 sec): 3 clusters
  Score: Raw -1014825.707545 + Penalty 4340.260236 = -1010485.447309
  nChanged 5
		SP:Iteration 34Q (17508.650000 sec): 3 clusters
  Score: Raw -1014826.760774 + Penalty 4340.260236 = -1010486.500538
  nChanged 3
		SP:Iteration 35Q (17508.880000 sec): 3 clusters
  Score: Raw -1014827.611894 + Penalty 4340.260236 = -1010487.351658
  nChanged 2
		SP:Iteration 36Q (17509.110000 sec): 3 clusters
  Score: Raw -1014828.179108 + Penalty 4340.260236 = -1010487.918872
  nChanged 2
		SP:Iteration 37Q (17509.290000 sec): 3 clusters
  Score: Raw -1014828.741718 + Penalty 4340.260236 = -1010488.481482
  nChanged 1
		SP:Iteration 38Q (17509.520000 sec): 3 clusters
  Score: Raw -1014829.055704 + Penalty 4340.260236 = -1010488.795468
  nChanged 1
		SP:Iteration 39Q (17509.750000 sec): 3 clusters
  Score: Raw -1014829.370117 + Penalty 4340.260236 = -1010489.109881
  nChanged 2
		SP:Iteration 40F (17510.000000 sec): 3 clusters
  Score: Raw -1014829.902750 + Penalty 4340.260236 = -1010489.642514
  nChanged 1
		SP:Iteration 41Q (17510.240000 sec): 3 clusters
  Score: Raw -1014830.297640 + Penalty 4340.260236 = -1010490.037404
  nChanged 2
		SP:Iteration 42Q (17510.440000 sec): 3 clusters
  Score: Raw -1014830.887471 + Penalty 4340.260236 = -1010490.627235
  nChanged 1
		SP:Iteration 43Q (17510.620000 sec): 3 clusters
  Score: Raw -1014831.028720 + Penalty 4340.260236 = -1010490.768484
  nChanged 0
		SP:Iteration 44F (17510.810000 sec): 3 clusters
  Score: Raw -1014831.028720 + Penalty 4340.260236 = -1010490.768484
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (26179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17511.130000 sec): 2 clusters
  Score: Raw -3903352.265651 + Penalty 2522.832785 = -3900829.432866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17511.500000 sec): 3 clusters
  Score: Raw -3887774.204765 + Penalty 5045.665569 = -3882728.539195
  nChanged 11799
		SP:Iteration 1F (17511.920000 sec): 3 clusters
  Score: Raw -3895145.781944 + Penalty 5045.665569 = -3890100.116375
  nChanged 2006
		SP:Iteration 2F (17512.230000 sec): 3 clusters
  Score: Raw -3897058.528006 + Penalty 5045.665569 = -3892012.862436
  nChanged 2245
		SP:Iteration 3F (17512.610000 sec): 3 clusters
  Score: Raw -3899254.558672 + Penalty 5045.665569 = -3894208.893103
  nChanged 2464
		SP:Iteration 4F (17513.040000 sec): 3 clusters
  Score: Raw -3901501.877802 + Penalty 5045.665569 = -3896456.212233
  nChanged 2260
		SP:Iteration 5F (17513.340000 sec): 3 clusters
  Score: Raw -3903414.862327 + Penalty 5045.665569 = -3898369.196757
  nChanged 1794
		SP:Iteration 6F (17513.660000 sec): 3 clusters
  Score: Raw -3904957.076271 + Penalty 5045.665569 = -3899911.410701
  nChanged 1373
		SP:Iteration 7F (17514.030000 sec): 3 clusters
  Score: Raw -3906136.983353 + Penalty 5045.665569 = -3901091.317783
  nChanged 999
		SP:Iteration 8Q (17514.420000 sec): 3 clusters
  Score: Raw -3907001.698956 + Penalty 5045.665569 = -3901956.033387
  nChanged 681
		SP:Iteration 9Q (17514.750000 sec): 3 clusters
  Score: Raw -3907544.874875 + Penalty 5045.665569 = -3902499.209305
  nChanged 443
		SP:Iteration 10Q (17515.110000 sec): 3 clusters
  Score: Raw -3907833.169232 + Penalty 5045.665569 = -3902787.503663
  nChanged 277
		SP:Iteration 11Q (17515.480000 sec): 3 clusters
  Score: Raw -3907984.793327 + Penalty 5045.665569 = -3902939.127758
  nChanged 201
		SP:Iteration 12Q (17515.810000 sec): 3 clusters
  Score: Raw -3908074.016306 + Penalty 5045.665569 = -3903028.350736
  nChanged 144
		SP:Iteration 13Q (17516.210000 sec): 3 clusters
  Score: Raw -3908131.645707 + Penalty 5045.665569 = -3903085.980138
  nChanged 107
		SP:Iteration 14Q (17516.590000 sec): 3 clusters
  Score: Raw -3908167.441057 + Penalty 5045.665569 = -3903121.775487
  nChanged 74
		SP:Iteration 15Q (17517.080000 sec): 3 clusters
  Score: Raw -3908188.821049 + Penalty 5045.665569 = -3903143.155479
  nChanged 49
		SP:Iteration 16Q (17517.510000 sec): 3 clusters
  Score: Raw -3908203.471098 + Penalty 5045.665569 = -3903157.805529
  nChanged 34
		SP:Iteration 17Q (17517.870000 sec): 3 clusters
  Score: Raw -3908213.274762 + Penalty 5045.665569 = -3903167.609193
  nChanged 32
		SP:Iteration 18Q (17518.250000 sec): 3 clusters
  Score: Raw -3908222.268178 + Penalty 5045.665569 = -3903176.602609
  nChanged 29
		SP:Iteration 19Q (17518.620000 sec): 3 clusters
  Score: Raw -3908228.631144 + Penalty 5045.665569 = -3903182.965575
  nChanged 22
		SP:Iteration 20F (17518.940000 sec): 3 clusters
  Score: Raw -3908233.353278 + Penalty 5045.665569 = -3903187.687709
  nChanged 14
		SP:Iteration 21Q (17519.290000 sec): 3 clusters
  Score: Raw -3908236.279837 + Penalty 5045.665569 = -3903190.614268
  nChanged 6
		SP:Iteration 22Q (17519.640000 sec): 3 clusters
  Score: Raw -3908237.394014 + Penalty 5045.665569 = -3903191.728445
  nChanged 4
		SP:Iteration 23Q (17520.010000 sec): 3 clusters
  Score: Raw -3908238.010261 + Penalty 5045.665569 = -3903192.344692
  nChanged 1
		SP:Iteration 24Q (17520.350000 sec): 3 clusters
  Score: Raw -3908238.247954 + Penalty 5045.665569 = -3903192.582384
  nChanged 2
		SP:Iteration 25Q (17520.670000 sec): 3 clusters
  Score: Raw -3908238.366446 + Penalty 5045.665569 = -3903192.700877
  nChanged 0
		SP:Iteration 26F (17521.090000 sec): 3 clusters
  Score: Raw -3908238.366446 + Penalty 5045.665569 = -3903192.700877
  nChanged 0

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

 Trying to split cluster 11 (10493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17521.260000 sec): 2 clusters
  Score: Raw -1619910.400904 + Penalty 2296.098984 = -1617614.301920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17521.490000 sec): 3 clusters
  Score: Raw -1614296.500694 + Penalty 4592.197969 = -1609704.302725
  nChanged 4397
		SP:Iteration 1F (17521.780000 sec): 3 clusters
  Score: Raw -1616733.474492 + Penalty 4592.197969 = -1612141.276523
  nChanged 774
		SP:Iteration 2F (17522.040000 sec): 3 clusters
  Score: Raw -1617220.058064 + Penalty 4592.197969 = -1612627.860095
  nChanged 703
		SP:Iteration 3F (17522.290000 sec): 3 clusters
  Score: Raw -1617682.655063 + Penalty 4592.197969 = -1613090.457094
  nChanged 652
		SP:Iteration 4F (17522.530000 sec): 3 clusters
  Score: Raw -1618129.108900 + Penalty 4592.197969 = -1613536.910931
  nChanged 603
		SP:Iteration 5F (17522.820000 sec): 3 clusters
  Score: Raw -1618517.098651 + Penalty 4592.197969 = -1613924.900682
  nChanged 528
		SP:Iteration 6F (17523.070000 sec): 3 clusters
  Score: Raw -1618830.755667 + Penalty 4592.197969 = -1614238.557698
  nChanged 433
		SP:Iteration 7Q (17523.300000 sec): 3 clusters
  Score: Raw -1619048.932835 + Penalty 4592.197969 = -1614456.734866
  nChanged 356
		SP:Iteration 8Q (17523.480000 sec): 3 clusters
  Score: Raw -1619205.254844 + Penalty 4592.197969 = -1614613.056875
  nChanged 269
		SP:Iteration 9Q (17523.710000 sec): 3 clusters
  Score: Raw -1619301.506034 + Penalty 4592.197969 = -1614709.308065
  nChanged 194
		SP:Iteration 10Q (17523.870000 sec): 3 clusters
  Score: Raw -1619356.940846 + Penalty 4592.197969 = -1614764.742877
  nChanged 144
		SP:Iteration 11Q (17524.140000 sec): 3 clusters
  Score: Raw -1619398.845324 + Penalty 4592.197969 = -1614806.647355
  nChanged 122
		SP:Iteration 12Q (17524.380000 sec): 3 clusters
  Score: Raw -1619431.357331 + Penalty 4592.197969 = -1614839.159362
  nChanged 87
		SP:Iteration 13Q (17524.620000 sec): 3 clusters
  Score: Raw -1619451.195391 + Penalty 4592.197969 = -1614858.997422
  nChanged 59
		SP:Iteration 14Q (17524.900000 sec): 3 clusters
  Score: Raw -1619464.164885 + Penalty 4592.197969 = -1614871.966916
  nChanged 58
		SP:Iteration 15Q (17525.120000 sec): 3 clusters
  Score: Raw -1619478.189685 + Penalty 4592.197969 = -1614885.991716
  nChanged 61
		SP:Iteration 16Q (17525.410000 sec): 3 clusters
  Score: Raw -1619490.354554 + Penalty 4592.197969 = -1614898.156585
  nChanged 42
		SP:Iteration 17Q (17525.690000 sec): 3 clusters
  Score: Raw -1619497.920928 + Penalty 4592.197969 = -1614905.722959
  nChanged 31
		SP:Iteration 18Q (17525.880000 sec): 3 clusters
  Score: Raw -1619502.741216 + Penalty 4592.197969 = -1614910.543247
  nChanged 22
		SP:Iteration 19Q (17526.050000 sec): 3 clusters
  Score: Raw -1619506.884593 + Penalty 4592.197969 = -1614914.686624
  nChanged 25
		SP:Iteration 20F (17526.300000 sec): 3 clusters
  Score: Raw -1619511.691433 + Penalty 4592.197969 = -1614919.493464
  nChanged 21
		SP:Iteration 21Q (17526.550000 sec): 3 clusters
  Score: Raw -1619516.111861 + Penalty 4592.197969 = -1614923.913892
  nChanged 18
		SP:Iteration 22Q (17526.700000 sec): 3 clusters
  Score: Raw -1619519.572950 + Penalty 4592.197969 = -1614927.374981
  nChanged 15
		SP:Iteration 23Q (17526.930000 sec): 3 clusters
  Score: Raw -1619522.855984 + Penalty 4592.197969 = -1614930.658015
  nChanged 20
		SP:Iteration 24Q (17527.170000 sec): 3 clusters
  Score: Raw -1619526.215324 + Penalty 4592.197969 = -1614934.017355
  nChanged 18
		SP:Iteration 25Q (17527.420000 sec): 3 clusters
  Score: Raw -1619529.586464 + Penalty 4592.197969 = -1614937.388495
  nChanged 10
		SP:Iteration 26Q (17527.710000 sec): 3 clusters
  Score: Raw -1619530.823228 + Penalty 4592.197969 = -1614938.625259
  nChanged 5
		SP:Iteration 27Q (17527.930000 sec): 3 clusters
  Score: Raw -1619531.596251 + Penalty 4592.197969 = -1614939.398282
  nChanged 6
		SP:Iteration 28Q (17528.080000 sec): 3 clusters
  Score: Raw -1619532.811128 + Penalty 4592.197969 = -1614940.613159
  nChanged 7
		SP:Iteration 29Q (17528.230000 sec): 3 clusters
  Score: Raw -1619534.021753 + Penalty 4592.197969 = -1614941.823784
  nChanged 9
		SP:Iteration 30Q (17528.460000 sec): 3 clusters
  Score: Raw -1619535.199727 + Penalty 4592.197969 = -1614943.001758
  nChanged 5
		SP:Iteration 31Q (17528.660000 sec): 3 clusters
  Score: Raw -1619535.767870 + Penalty 4592.197969 = -1614943.569901
  nChanged 2
		SP:Iteration 32Q (17528.820000 sec): 3 clusters
  Score: Raw -1619535.930352 + Penalty 4592.197969 = -1614943.732383
  nChanged 0
		SP:Iteration 33F (17529.060000 sec): 3 clusters
  Score: Raw -1619535.930352 + Penalty 4592.197969 = -1614943.732383
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17529.220000 sec): 2 clusters
  Score: Raw -1754316.787499 + Penalty 2320.887042 = -1751995.900458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17529.500000 sec): 3 clusters
  Score: Raw -1748021.220829 + Penalty 4641.774083 = -1743379.446746
  nChanged 4862
		SP:Iteration 1F (17529.760000 sec): 3 clusters
  Score: Raw -1750744.449446 + Penalty 4641.774083 = -1746102.675363
  nChanged 852
		SP:Iteration 2F (17529.990000 sec): 3 clusters
  Score: Raw -1751402.537137 + Penalty 4641.774083 = -1746760.763054
  nChanged 839
		SP:Iteration 3F (17530.220000 sec): 3 clusters
  Score: Raw -1752130.998684 + Penalty 4641.774083 = -1747489.224601
  nChanged 807
		SP:Iteration 4F (17530.410000 sec): 3 clusters
  Score: Raw -1752893.160735 + Penalty 4641.774083 = -1748251.386652
  nChanged 839
		SP:Iteration 5F (17530.670000 sec): 3 clusters
  Score: Raw -1753687.280100 + Penalty 4641.774083 = -1749045.506017
  nChanged 766
		SP:Iteration 6F (17530.880000 sec): 3 clusters
  Score: Raw -1754368.086634 + Penalty 4641.774083 = -1749726.312551
  nChanged 626
		SP:Iteration 7F (17531.110000 sec): 3 clusters
  Score: Raw -1754920.361775 + Penalty 4641.774083 = -1750278.587692
  nChanged 525
		SP:Iteration 8Q (17531.380000 sec): 3 clusters
  Score: Raw -1755339.056786 + Penalty 4641.774083 = -1750697.282703
  nChanged 422
		SP:Iteration 9Q (17531.670000 sec): 3 clusters
  Score: Raw -1755587.156817 + Penalty 4641.774083 = -1750945.382734
  nChanged 350
		SP:Iteration 10Q (17531.890000 sec): 3 clusters
  Score: Raw -1755783.859553 + Penalty 4641.774083 = -1751142.085470
  nChanged 301
		SP:Iteration 11Q (17532.170000 sec): 3 clusters
  Score: Raw -1755962.410336 + Penalty 4641.774083 = -1751320.636253
  nChanged 274
		SP:Iteration 12Q (17532.320000 sec): 3 clusters
  Score: Raw -1756116.124040 + Penalty 4641.774083 = -1751474.349957
  nChanged 237
		SP:Iteration 13Q (17532.560000 sec): 3 clusters
  Score: Raw -1756254.937180 + Penalty 4641.774083 = -1751613.163097
  nChanged 204
		SP:Iteration 14Q (17532.770000 sec): 3 clusters
  Score: Raw -1756360.905803 + Penalty 4641.774083 = -1751719.131720
  nChanged 193
		SP:Iteration 15Q (17533.030000 sec): 3 clusters
  Score: Raw -1756451.879877 + Penalty 4641.774083 = -1751810.105794
  nChanged 152
		SP:Iteration 16Q (17533.240000 sec): 3 clusters
  Score: Raw -1756515.562061 + Penalty 4641.774083 = -1751873.787978
  nChanged 132
		SP:Iteration 17Q (17533.550000 sec): 3 clusters
  Score: Raw -1756555.776908 + Penalty 4641.774083 = -1751914.002825
  nChanged 97
		SP:Iteration 18Q (17533.760000 sec): 3 clusters
  Score: Raw -1756587.671172 + Penalty 4641.774083 = -1751945.897089
  nChanged 98
		SP:Iteration 19Q (17533.980000 sec): 3 clusters
  Score: Raw -1756613.531626 + Penalty 4641.774083 = -1751971.757543
  nChanged 79
		SP:Iteration 20F (17534.190000 sec): 3 clusters
  Score: Raw -1756633.967715 + Penalty 4641.774083 = -1751992.193632
  nChanged 75
		SP:Iteration 21Q (17534.460000 sec): 3 clusters
  Score: Raw -1756652.034486 + Penalty 4641.774083 = -1752010.260403
  nChanged 69
		SP:Iteration 22Q (17534.680000 sec): 3 clusters
  Score: Raw -1756668.217909 + Penalty 4641.774083 = -1752026.443826
  nChanged 68
		SP:Iteration 23Q (17534.940000 sec): 3 clusters
  Score: Raw -1756682.917789 + Penalty 4641.774083 = -1752041.143706
  nChanged 52
		SP:Iteration 24Q (17535.160000 sec): 3 clusters
  Score: Raw -1756693.897251 + Penalty 4641.774083 = -1752052.123168
  nChanged 41
		SP:Iteration 25Q (17535.420000 sec): 3 clusters
  Score: Raw -1756700.711430 + Penalty 4641.774083 = -1752058.937347
  nChanged 39
		SP:Iteration 26Q (17535.680000 sec): 3 clusters
  Score: Raw -1756709.651334 + Penalty 4641.774083 = -1752067.877251
  nChanged 41
		SP:Iteration 27Q (17535.900000 sec): 3 clusters
  Score: Raw -1756719.363801 + Penalty 4641.774083 = -1752077.589718
  nChanged 41
		SP:Iteration 28Q (17536.160000 sec): 3 clusters
  Score: Raw -1756728.500328 + Penalty 4641.774083 = -1752086.726245
  nChanged 41
		SP:Iteration 29Q (17536.380000 sec): 3 clusters
  Score: Raw -1756737.605949 + Penalty 4641.774083 = -1752095.831866
  nChanged 43
		SP:Iteration 30Q (17536.600000 sec): 3 clusters
  Score: Raw -1756745.746212 + Penalty 4641.774083 = -1752103.972129
  nChanged 31
		SP:Iteration 31Q (17536.860000 sec): 3 clusters
  Score: Raw -1756751.743177 + Penalty 4641.774083 = -1752109.969094
  nChanged 25
		SP:Iteration 32Q (17537.120000 sec): 3 clusters
  Score: Raw -1756756.005117 + Penalty 4641.774083 = -1752114.231034
  nChanged 24
		SP:Iteration 33Q (17537.340000 sec): 3 clusters
  Score: Raw -1756760.479613 + Penalty 4641.774083 = -1752118.705530
  nChanged 29
		SP:Iteration 34Q (17537.560000 sec): 3 clusters
  Score: Raw -1756765.465530 + Penalty 4641.774083 = -1752123.691447
  nChanged 20
		SP:Iteration 35Q (17537.820000 sec): 3 clusters
  Score: Raw -1756769.131413 + Penalty 4641.774083 = -1752127.357330
  nChanged 19
		SP:Iteration 36Q (17538.080000 sec): 3 clusters
  Score: Raw -1756772.501016 + Penalty 4641.774083 = -1752130.726933
  nChanged 23
		SP:Iteration 37Q (17538.300000 sec): 3 clusters
  Score: Raw -1756775.789924 + Penalty 4641.774083 = -1752134.015841
  nChanged 17
		SP:Iteration 38Q (17538.520000 sec): 3 clusters
  Score: Raw -1756778.596661 + Penalty 4641.774083 = -1752136.822578
  nChanged 21
		SP:Iteration 39Q (17538.790000 sec): 3 clusters
  Score: Raw -1756782.033178 + Penalty 4641.774083 = -1752140.259095
  nChanged 14
		SP:Iteration 40F (17539.050000 sec): 3 clusters
  Score: Raw -1756784.073584 + Penalty 4641.774083 = -1752142.299501
  nChanged 15
		SP:Iteration 41Q (17539.260000 sec): 3 clusters
  Score: Raw -1756786.070543 + Penalty 4641.774083 = -1752144.296460
  nChanged 11
		SP:Iteration 42Q (17539.490000 sec): 3 clusters
  Score: Raw -1756787.898422 + Penalty 4641.774083 = -1752146.124338
  nChanged 15
		SP:Iteration 43Q (17539.750000 sec): 3 clusters
  Score: Raw -1756791.212786 + Penalty 4641.774083 = -1752149.438703
  nChanged 15
		SP:Iteration 44Q (17539.970000 sec): 3 clusters
  Score: Raw -1756794.809983 + Penalty 4641.774083 = -1752153.035899
  nChanged 19
		SP:Iteration 45Q (17540.240000 sec): 3 clusters
  Score: Raw -1756798.098309 + Penalty 4641.774083 = -1752156.324226
  nChanged 13
		SP:Iteration 46Q (17540.510000 sec): 3 clusters
  Score: Raw -1756800.046660 + Penalty 4641.774083 = -1752158.272577
  nChanged 11
		SP:Iteration 47Q (17540.730000 sec): 3 clusters
  Score: Raw -1756802.687161 + Penalty 4641.774083 = -1752160.913078
  nChanged 17
		SP:Iteration 48Q (17540.990000 sec): 3 clusters
  Score: Raw -1756806.039451 + Penalty 4641.774083 = -1752164.265368
  nChanged 17
		SP:Iteration 49Q (17541.210000 sec): 3 clusters
  Score: Raw -1756808.181166 + Penalty 4641.774083 = -1752166.407083
  nChanged 12
		SP:Iteration 50Q (17541.480000 sec): 3 clusters
  Score: Raw -1756809.281628 + Penalty 4641.774083 = -1752167.507545
  nChanged 7
		SP:Iteration 51Q (17541.700000 sec): 3 clusters
  Score: Raw -1756809.933529 + Penalty 4641.774083 = -1752168.159446
  nChanged 6
		SP:Iteration 52Q (17541.960000 sec): 3 clusters
  Score: Raw -1756811.061786 + Penalty 4641.774083 = -1752169.287703
  nChanged 5
		SP:Iteration 53Q (17542.180000 sec): 3 clusters
  Score: Raw -1756812.024993 + Penalty 4641.774083 = -1752170.250910
  nChanged 7
		SP:Iteration 54Q (17542.450000 sec): 3 clusters
  Score: Raw -1756813.106632 + Penalty 4641.774083 = -1752171.332549
  nChanged 10
		SP:Iteration 55Q (17542.670000 sec): 3 clusters
  Score: Raw -1756814.626279 + Penalty 4641.774083 = -1752172.852196
  nChanged 11
		SP:Iteration 56Q (17542.930000 sec): 3 clusters
  Score: Raw -1756816.027263 + Penalty 4641.774083 = -1752174.253180
  nChanged 8
		SP:Iteration 57Q (17543.150000 sec): 3 clusters
  Score: Raw -1756817.243310 + Penalty 4641.774083 = -1752175.469227
  nChanged 8
		SP:Iteration 58Q (17543.420000 sec): 3 clusters
  Score: Raw -1756818.308067 + Penalty 4641.774083 = -1752176.533984
  nChanged 8
		SP:Iteration 59Q (17543.640000 sec): 3 clusters
  Score: Raw -1756819.696088 + Penalty 4641.774083 = -1752177.922005
  nChanged 11
		SP:Iteration 60F (17543.860000 sec): 3 clusters
  Score: Raw -1756821.250018 + Penalty 4641.774083 = -1752179.475935
  nChanged 12
		SP:Iteration 61Q (17544.130000 sec): 3 clusters
  Score: Raw -1756822.597980 + Penalty 4641.774083 = -1752180.823897
  nChanged 4
		SP:Iteration 62Q (17544.390000 sec): 3 clusters
  Score: Raw -1756823.120761 + Penalty 4641.774083 = -1752181.346678
  nChanged 5
		SP:Iteration 63Q (17544.610000 sec): 3 clusters
  Score: Raw -1756823.611054 + Penalty 4641.774083 = -1752181.836971
  nChanged 5
		SP:Iteration 64Q (17544.880000 sec): 3 clusters
  Score: Raw -1756824.138181 + Penalty 4641.774083 = -1752182.364097
  nChanged 4
		SP:Iteration 65Q (17545.100000 sec): 3 clusters
  Score: Raw -1756824.624605 + Penalty 4641.774083 = -1752182.850522
  nChanged 3
		SP:Iteration 66Q (17545.370000 sec): 3 clusters
  Score: Raw -1756825.248646 + Penalty 4641.774083 = -1752183.474563
  nChanged 5
		SP:Iteration 67Q (17545.590000 sec): 3 clusters
  Score: Raw -1756826.113180 + Penalty 4641.774083 = -1752184.339097
  nChanged 11
		SP:Iteration 68Q (17545.860000 sec): 3 clusters
  Score: Raw -1756827.994598 + Penalty 4641.774083 = -1752186.220515
  nChanged 7
		SP:Iteration 69Q (17546.080000 sec): 3 clusters
  Score: Raw -1756828.739517 + Penalty 4641.774083 = -1752186.965434
  nChanged 8
		SP:Iteration 70Q (17546.340000 sec): 3 clusters
  Score: Raw -1756830.217860 + Penalty 4641.774083 = -1752188.443777
  nChanged 12
		SP:Iteration 71Q (17546.560000 sec): 3 clusters
  Score: Raw -1756832.237641 + Penalty 4641.774083 = -1752190.463558
  nChanged 9
		SP:Iteration 72Q (17546.830000 sec): 3 clusters
  Score: Raw -1756833.235693 + Penalty 4641.774083 = -1752191.461610
  nChanged 4
		SP:Iteration 73Q (17547.050000 sec): 3 clusters
  Score: Raw -1756834.006096 + Penalty 4641.774083 = -1752192.232013
  nChanged 3
		SP:Iteration 74Q (17547.320000 sec): 3 clusters
  Score: Raw -1756834.469860 + Penalty 4641.774083 = -1752192.695777
  nChanged 4
		SP:Iteration 75Q (17547.540000 sec): 3 clusters
  Score: Raw -1756834.917323 + Penalty 4641.774083 = -1752193.143240
  nChanged 3
		SP:Iteration 76Q (17547.810000 sec): 3 clusters
  Score: Raw -1756835.146675 + Penalty 4641.774083 = -1752193.372592
  nChanged 0
		SP:Iteration 77F (17548.030000 sec): 3 clusters
  Score: Raw -1756835.146675 + Penalty 4641.774083 = -1752193.372592
  nChanged 0

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

 Trying to split cluster 13 (23770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17548.280000 sec): 2 clusters
  Score: Raw -3733925.253607 + Penalty 2498.892531 = -3731426.361076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17548.640000 sec): 3 clusters
  Score: Raw -3719872.031279 + Penalty 4997.785062 = -3714874.246217
  nChanged 10568
		SP:Iteration 1F (17549.030000 sec): 3 clusters
  Score: Raw -3725532.190545 + Penalty 4997.785062 = -3720534.405483
  nChanged 1203
		SP:Iteration 2F (17549.370000 sec): 3 clusters
  Score: Raw -3725990.326444 + Penalty 4997.785062 = -3720992.541382
  nChanged 1144
		SP:Iteration 3Q (17549.810000 sec): 3 clusters
  Score: Raw -3726455.887140 + Penalty 4997.785062 = -3721458.102078
  nChanged 1064
		SP:Iteration 4Q (17550.240000 sec): 3 clusters
  Score: Raw -3726952.111233 + Penalty 4997.785062 = -3721954.326171
  nChanged 1073
		SP:Iteration 5Q (17550.680000 sec): 3 clusters
  Score: Raw -3727410.598870 + Penalty 4997.785062 = -3722412.813808
  nChanged 955
		SP:Iteration 6Q (17551.120000 sec): 3 clusters
  Score: Raw -3727777.083328 + Penalty 4997.785062 = -3722779.298266
  nChanged 837
		SP:Iteration 7Q (17551.550000 sec): 3 clusters
  Score: Raw -3728070.790647 + Penalty 4997.785062 = -3723073.005585
  nChanged 798
		SP:Iteration 8Q (17551.990000 sec): 3 clusters
  Score: Raw -3728350.807013 + Penalty 4997.785062 = -3723353.021951
  nChanged 786
		SP:Iteration 9Q (17552.340000 sec): 3 clusters
  Score: Raw -3728645.541474 + Penalty 4997.785062 = -3723647.756412
  nChanged 800
		SP:Iteration 10Q (17552.730000 sec): 3 clusters
  Score: Raw -3728955.621073 + Penalty 4997.785062 = -3723957.836011
  nChanged 783
		SP:Iteration 11Q (17553.120000 sec): 3 clusters
  Score: Raw -3729309.798027 + Penalty 4997.785062 = -3724312.012965
  nChanged 803
		SP:Iteration 12Q (17553.460000 sec): 3 clusters
  Score: Raw -3729711.481855 + Penalty 4997.785062 = -3724713.696793
  nChanged 862
		SP:Iteration 13Q (17553.820000 sec): 3 clusters
  Score: Raw -3730171.265975 + Penalty 4997.785062 = -3725173.480913
  nChanged 804
		SP:Iteration 14Q (17554.190000 sec): 3 clusters
  Score: Raw -3730576.754951 + Penalty 4997.785062 = -3725578.969889
  nChanged 711
		SP:Iteration 15Q (17554.510000 sec): 3 clusters
  Score: Raw -3730898.888838 + Penalty 4997.785062 = -3725901.103776
  nChanged 656
		SP:Iteration 16Q (17554.850000 sec): 3 clusters
  Score: Raw -3731162.563460 + Penalty 4997.785062 = -3726164.778398
  nChanged 538
		SP:Iteration 17Q (17555.250000 sec): 3 clusters
  Score: Raw -3731355.751030 + Penalty 4997.785062 = -3726357.965968
  nChanged 459
		SP:Iteration 18Q (17555.630000 sec): 3 clusters
  Score: Raw -3731509.335901 + Penalty 4997.785062 = -3726511.550839
  nChanged 420
		SP:Iteration 19Q (17555.950000 sec): 3 clusters
  Score: Raw -3731651.140874 + Penalty 4997.785062 = -3726653.355812
  nChanged 436
		SP:Iteration 20F (17556.380000 sec): 3 clusters
  Score: Raw -3731814.066166 + Penalty 4997.785062 = -3726816.281104
  nChanged 484
		SP:Iteration 21Q (17556.710000 sec): 3 clusters
  Score: Raw -3732019.290009 + Penalty 4997.785062 = -3727021.504947
  nChanged 495
		SP:Iteration 22Q (17557.060000 sec): 3 clusters
  Score: Raw -3732249.918072 + Penalty 4997.785062 = -3727252.133010
  nChanged 480
		SP:Iteration 23Q (17557.400000 sec): 3 clusters
  Score: Raw -3732478.017115 + Penalty 4997.785062 = -3727480.232053
  nChanged 509
		SP:Iteration 24Q (17557.700000 sec): 3 clusters
  Score: Raw -3732754.245675 + Penalty 4997.785062 = -3727756.460613
  nChanged 517
		SP:Iteration 25Q (17558.030000 sec): 3 clusters
  Score: Raw -3733076.440158 + Penalty 4997.785062 = -3728078.655096
  nChanged 501
		SP:Iteration 26Q (17558.350000 sec): 3 clusters
  Score: Raw -3733437.015552 + Penalty 4997.785062 = -3728439.230490
  nChanged 469
		SP:Iteration 27Q (17558.650000 sec): 3 clusters
  Score: Raw -3733799.949901 + Penalty 4997.785062 = -3728802.164839
  nChanged 420
		SP:Iteration 28Q (17558.980000 sec): 3 clusters
  Score: Raw -3734137.438902 + Penalty 4997.785062 = -3729139.653840
  nChanged 356
		SP:Iteration 29Q (17559.290000 sec): 3 clusters
  Score: Raw -3734418.274628 + Penalty 4997.785062 = -3729420.489566
  nChanged 287
		SP:Iteration 30Q (17559.630000 sec): 3 clusters
  Score: Raw -3734617.929010 + Penalty 4997.785062 = -3729620.143948
  nChanged 230
		SP:Iteration 31Q (17559.970000 sec): 3 clusters
  Score: Raw -3734762.363087 + Penalty 4997.785062 = -3729764.578025
  nChanged 193
		SP:Iteration 32Q (17560.280000 sec): 3 clusters
  Score: Raw -3734859.072156 + Penalty 4997.785062 = -3729861.287094
  nChanged 139
		SP:Iteration 33Q (17560.670000 sec): 3 clusters
  Score: Raw -3734921.348372 + Penalty 4997.785062 = -3729923.563310
  nChanged 106
		SP:Iteration 34Q (17561.090000 sec): 3 clusters
  Score: Raw -3734961.441067 + Penalty 4997.785062 = -3729963.656005
  nChanged 71
		SP:Iteration 35Q (17561.430000 sec): 3 clusters
  Score: Raw -3734982.070643 + Penalty 4997.785062 = -3729984.285581
  nChanged 50
		SP:Iteration 36Q (17561.770000 sec): 3 clusters
  Score: Raw -3734998.456555 + Penalty 4997.785062 = -3730000.671493
  nChanged 55
		SP:Iteration 37Q (17562.070000 sec): 3 clusters
  Score: Raw -3735014.683025 + Penalty 4997.785062 = -3730016.897963
  nChanged 40
		SP:Iteration 38Q (17562.360000 sec): 3 clusters
  Score: Raw -3735024.611155 + Penalty 4997.785062 = -3730026.826093
  nChanged 34
		SP:Iteration 39Q (17562.680000 sec): 3 clusters
  Score: Raw -3735032.196104 + Penalty 4997.785062 = -3730034.411042
  nChanged 25
		SP:Iteration 40F (17563.130000 sec): 3 clusters
  Score: Raw -3735037.601593 + Penalty 4997.785062 = -3730039.816531
  nChanged 17
		SP:Iteration 41Q (17563.490000 sec): 3 clusters
  Score: Raw -3735040.167613 + Penalty 4997.785062 = -3730042.382551
  nChanged 5
		SP:Iteration 42Q (17563.860000 sec): 3 clusters
  Score: Raw -3735041.280610 + Penalty 4997.785062 = -3730043.495548
  nChanged 7
		SP:Iteration 43Q (17564.200000 sec): 3 clusters
  Score: Raw -3735042.995777 + Penalty 4997.785062 = -3730045.210715
  nChanged 6
		SP:Iteration 44Q (17564.510000 sec): 3 clusters
  Score: Raw -3735044.328679 + Penalty 4997.785062 = -3730046.543617
  nChanged 5
		SP:Iteration 45Q (17564.870000 sec): 3 clusters
  Score: Raw -3735045.095077 + Penalty 4997.785062 = -3730047.310015
  nChanged 5
		SP:Iteration 46Q (17565.190000 sec): 3 clusters
  Score: Raw -3735046.300732 + Penalty 4997.785062 = -3730048.515670
  nChanged 7
		SP:Iteration 47Q (17565.500000 sec): 3 clusters
  Score: Raw -3735047.828906 + Penalty 4997.785062 = -3730050.043844
  nChanged 7
		SP:Iteration 48Q (17565.850000 sec): 3 clusters
  Score: Raw -3735049.264460 + Penalty 4997.785062 = -3730051.479398
  nChanged 5
		SP:Iteration 49Q (17566.130000 sec): 3 clusters
  Score: Raw -3735050.267479 + Penalty 4997.785062 = -3730052.482417
  nChanged 5
		SP:Iteration 50Q (17566.550000 sec): 3 clusters
  Score: Raw -3735051.537419 + Penalty 4997.785062 = -3730053.752357
  nChanged 8
		SP:Iteration 51Q (17566.820000 sec): 3 clusters
  Score: Raw -3735053.081003 + Penalty 4997.785062 = -3730055.295941
  nChanged 4
		SP:Iteration 52Q (17567.100000 sec): 3 clusters
  Score: Raw -3735053.923449 + Penalty 4997.785062 = -3730056.138387
  nChanged 7
		SP:Iteration 53Q (17567.460000 sec): 3 clusters
  Score: Raw -3735055.186654 + Penalty 4997.785062 = -3730057.401593
  nChanged 10
		SP:Iteration 54Q (17567.800000 sec): 3 clusters
  Score: Raw -3735057.091530 + Penalty 4997.785062 = -3730059.306468
  nChanged 7
		SP:Iteration 55Q (17568.230000 sec): 3 clusters
  Score: Raw -3735058.611799 + Penalty 4997.785062 = -3730060.826737
  nChanged 5
		SP:Iteration 56Q (17568.600000 sec): 3 clusters
  Score: Raw -3735059.551987 + Penalty 4997.785062 = -3730061.766925
  nChanged 4
		SP:Iteration 57Q (17568.970000 sec): 3 clusters
  Score: Raw -3735060.304387 + Penalty 4997.785062 = -3730062.519325
  nChanged 3
		SP:Iteration 58Q (17569.290000 sec): 3 clusters
  Score: Raw -3735060.919714 + Penalty 4997.785062 = -3730063.134652
  nChanged 3
		SP:Iteration 59Q (17569.570000 sec): 3 clusters
  Score: Raw -3735061.643135 + Penalty 4997.785062 = -3730063.858073
  nChanged 3
		SP:Iteration 60F (17569.920000 sec): 3 clusters
  Score: Raw -3735062.009383 + Penalty 4997.785062 = -3730064.224322
  nChanged 1
		SP:Iteration 61Q (17570.220000 sec): 3 clusters
  Score: Raw -3735062.203130 + Penalty 4997.785062 = -3730064.418069
  nChanged 1
		SP:Iteration 62Q (17570.510000 sec): 3 clusters
  Score: Raw -3735062.339868 + Penalty 4997.785062 = -3730064.554806
  nChanged 0
		SP:Iteration 63F (17570.900000 sec): 3 clusters
  Score: Raw -3735062.339868 + Penalty 4997.785062 = -3730064.554806
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (23719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17571.110000 sec): 2 clusters
  Score: Raw -3769208.261040 + Penalty 2498.359860 = -3766709.901180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17571.460000 sec): 3 clusters
  Score: Raw -3755230.332613 + Penalty 4996.719720 = -3750233.612893
  nChanged 10511
		SP:Iteration 1F (17571.780000 sec): 3 clusters
  Score: Raw -3760937.125859 + Penalty 4996.719720 = -3755940.406138
  nChanged 1337
		SP:Iteration 2F (17572.130000 sec): 3 clusters
  Score: Raw -3761524.535764 + Penalty 4996.719720 = -3756527.816044
  nChanged 1356
		SP:Iteration 3F (17572.460000 sec): 3 clusters
  Score: Raw -3762224.617686 + Penalty 4996.719720 = -3757227.897966
  nChanged 1468
		SP:Iteration 4F (17572.830000 sec): 3 clusters
  Score: Raw -3763111.133042 + Penalty 4996.719720 = -3758114.413322
  nChanged 1613
		SP:Iteration 5F (17573.230000 sec): 3 clusters
  Score: Raw -3764178.619973 + Penalty 4996.719720 = -3759181.900253
  nChanged 1548
		SP:Iteration 6F (17573.590000 sec): 3 clusters
  Score: Raw -3765148.427991 + Penalty 4996.719720 = -3760151.708271
  nChanged 1311
		SP:Iteration 7F (17573.890000 sec): 3 clusters
  Score: Raw -3765892.293663 + Penalty 4996.719720 = -3760895.573943
  nChanged 1041
		SP:Iteration 8Q (17574.200000 sec): 3 clusters
  Score: Raw -3766370.259856 + Penalty 4996.719720 = -3761373.540135
  nChanged 769
		SP:Iteration 9Q (17574.470000 sec): 3 clusters
  Score: Raw -3766687.414455 + Penalty 4996.719720 = -3761690.694735
  nChanged 609
		SP:Iteration 10Q (17574.820000 sec): 3 clusters
  Score: Raw -3766903.760225 + Penalty 4996.719720 = -3761907.040505
  nChanged 455
		SP:Iteration 11Q (17575.140000 sec): 3 clusters
  Score: Raw -3767067.133101 + Penalty 4996.719720 = -3762070.413381
  nChanged 382
		SP:Iteration 12Q (17575.450000 sec): 3 clusters
  Score: Raw -3767206.821273 + Penalty 4996.719720 = -3762210.101552
  nChanged 378
		SP:Iteration 13Q (17575.810000 sec): 3 clusters
  Score: Raw -3767362.408614 + Penalty 4996.719720 = -3762365.688894
  nChanged 371
		SP:Iteration 14Q (17576.170000 sec): 3 clusters
  Score: Raw -3767523.644075 + Penalty 4996.719720 = -3762526.924355
  nChanged 373
		SP:Iteration 15Q (17576.530000 sec): 3 clusters
  Score: Raw -3767693.480545 + Penalty 4996.719720 = -3762696.760825
  nChanged 374
		SP:Iteration 16Q (17576.830000 sec): 3 clusters
  Score: Raw -3767867.212663 + Penalty 4996.719720 = -3762870.492942
  nChanged 377
		SP:Iteration 17Q (17577.210000 sec): 3 clusters
  Score: Raw -3768055.873770 + Penalty 4996.719720 = -3763059.154050
  nChanged 374
		SP:Iteration 18Q (17577.530000 sec): 3 clusters
  Score: Raw -3768244.225777 + Penalty 4996.719720 = -3763247.506057
  nChanged 350
		SP:Iteration 19Q (17577.900000 sec): 3 clusters
  Score: Raw -3768420.276688 + Penalty 4996.719720 = -3763423.556967
  nChanged 337
		SP:Iteration 20F (17578.270000 sec): 3 clusters
  Score: Raw -3768605.026408 + Penalty 4996.719720 = -3763608.306688
  nChanged 304
		SP:Iteration 21Q (17578.600000 sec): 3 clusters
  Score: Raw -3768775.630270 + Penalty 4996.719720 = -3763778.910550
  nChanged 281
		SP:Iteration 22Q (17579.000000 sec): 3 clusters
  Score: Raw -3768928.711427 + Penalty 4996.719720 = -3763931.991707
  nChanged 232
		SP:Iteration 23Q (17579.310000 sec): 3 clusters
  Score: Raw -3769061.042406 + Penalty 4996.719720 = -3764064.322686
  nChanged 208
		SP:Iteration 24Q (17579.690000 sec): 3 clusters
  Score: Raw -3769163.524823 + Penalty 4996.719720 = -3764166.805103
  nChanged 160
		SP:Iteration 25Q (17579.990000 sec): 3 clusters
  Score: Raw -3769244.347447 + Penalty 4996.719720 = -3764247.627727
  nChanged 147
		SP:Iteration 26Q (17580.330000 sec): 3 clusters
  Score: Raw -3769329.480002 + Penalty 4996.719720 = -3764332.760282
  nChanged 137
		SP:Iteration 27Q (17580.630000 sec): 3 clusters
  Score: Raw -3769407.378135 + Penalty 4996.719720 = -3764410.658415
  nChanged 93
		SP:Iteration 28Q (17581.030000 sec): 3 clusters
  Score: Raw -3769463.615390 + Penalty 4996.719720 = -3764466.895670
  nChanged 85
		SP:Iteration 29Q (17581.370000 sec): 3 clusters
  Score: Raw -3769512.582468 + Penalty 4996.719720 = -3764515.862748
  nChanged 67
		SP:Iteration 30Q (17581.730000 sec): 3 clusters
  Score: Raw -3769549.300696 + Penalty 4996.719720 = -3764552.580976
  nChanged 61
		SP:Iteration 31Q (17582.100000 sec): 3 clusters
  Score: Raw -3769582.743815 + Penalty 4996.719720 = -3764586.024095
  nChanged 42
		SP:Iteration 32Q (17582.530000 sec): 3 clusters
  Score: Raw -3769605.856156 + Penalty 4996.719720 = -3764609.136436
  nChanged 38
		SP:Iteration 33Q (17582.920000 sec): 3 clusters
  Score: Raw -3769624.027249 + Penalty 4996.719720 = -3764627.307529
  nChanged 25
		SP:Iteration 34Q (17583.270000 sec): 3 clusters
  Score: Raw -3769633.651607 + Penalty 4996.719720 = -3764636.931887
  nChanged 21
		SP:Iteration 35Q (17583.630000 sec): 3 clusters
  Score: Raw -3769644.377436 + Penalty 4996.719720 = -3764647.657716
  nChanged 19
		SP:Iteration 36Q (17583.950000 sec): 3 clusters
  Score: Raw -3769654.490854 + Penalty 4996.719720 = -3764657.771134
  nChanged 25
		SP:Iteration 37Q (17584.270000 sec): 3 clusters
  Score: Raw -3769665.379113 + Penalty 4996.719720 = -3764668.659393
  nChanged 20
		SP:Iteration 38Q (17584.600000 sec): 3 clusters
  Score: Raw -3769676.227700 + Penalty 4996.719720 = -3764679.507980
  nChanged 16
		SP:Iteration 39Q (17584.920000 sec): 3 clusters
  Score: Raw -3769685.441081 + Penalty 4996.719720 = -3764688.721361
  nChanged 22
		SP:Iteration 40F (17585.270000 sec): 3 clusters
  Score: Raw -3769694.524637 + Penalty 4996.719720 = -3764697.804917
  nChanged 16
		SP:Iteration 41Q (17585.630000 sec): 3 clusters
  Score: Raw -3769699.561403 + Penalty 4996.719720 = -3764702.841683
  nChanged 13
		SP:Iteration 42Q (17585.980000 sec): 3 clusters
  Score: Raw -3769704.921578 + Penalty 4996.719720 = -3764708.201858
  nChanged 7
		SP:Iteration 43Q (17586.360000 sec): 3 clusters
  Score: Raw -3769706.650052 + Penalty 4996.719720 = -3764709.930332
  nChanged 6
		SP:Iteration 44Q (17586.680000 sec): 3 clusters
  Score: Raw -3769708.164866 + Penalty 4996.719720 = -3764711.445146
  nChanged 3
		SP:Iteration 45Q (17587.060000 sec): 3 clusters
  Score: Raw -3769709.281615 + Penalty 4996.719720 = -3764712.561895
  nChanged 1
		SP:Iteration 46Q (17587.360000 sec): 3 clusters
  Score: Raw -3769709.457249 + Penalty 4996.719720 = -3764712.737529
  nChanged 2
		SP:Iteration 47Q (17587.690000 sec): 3 clusters
  Score: Raw -3769710.087280 + Penalty 4996.719720 = -3764713.367560
  nChanged 2
		SP:Iteration 48Q (17588.040000 sec): 3 clusters
  Score: Raw -3769710.847512 + Penalty 4996.719720 = -3764714.127792
  nChanged 5
		SP:Iteration 49Q (17588.400000 sec): 3 clusters
  Score: Raw -3769712.259251 + Penalty 4996.719720 = -3764715.539531
  nChanged 2
		SP:Iteration 50Q (17588.730000 sec): 3 clusters
  Score: Raw -3769713.028306 + Penalty 4996.719720 = -3764716.308586
  nChanged 0
		SP:Iteration 51F (17589.110000 sec): 3 clusters
  Score: Raw -3769713.028306 + Penalty 4996.719720 = -3764716.308586
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (23435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17589.370000 sec): 2 clusters
  Score: Raw -3735079.920846 + Penalty 2495.372506 = -3732584.548340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17589.680000 sec): 3 clusters
  Score: Raw -3721280.681971 + Penalty 4990.745012 = -3716289.936960
  nChanged 10464
		SP:Iteration 1F (17590.030000 sec): 3 clusters
  Score: Raw -3727224.999089 + Penalty 4990.745012 = -3722234.254077
  nChanged 1713
		SP:Iteration 2F (17590.390000 sec): 3 clusters
  Score: Raw -3728447.890999 + Penalty 4990.745012 = -3723457.145987
  nChanged 2002
		SP:Iteration 3F (17590.720000 sec): 3 clusters
  Score: Raw -3730339.571327 + Penalty 4990.745012 = -3725348.826316
  nChanged 2196
		SP:Iteration 4F (17591.110000 sec): 3 clusters
  Score: Raw -3732334.978825 + Penalty 4990.745012 = -3727344.233814
  nChanged 1859
		SP:Iteration 5F (17591.490000 sec): 3 clusters
  Score: Raw -3733819.584606 + Penalty 4990.745012 = -3728828.839595
  nChanged 1431
		SP:Iteration 6F (17591.810000 sec): 3 clusters
  Score: Raw -3734659.537074 + Penalty 4990.745012 = -3729668.792063
  nChanged 981
		SP:Iteration 7Q (17592.230000 sec): 3 clusters
  Score: Raw -3735108.618522 + Penalty 4990.745012 = -3730117.873510
  nChanged 624
		SP:Iteration 8Q (17592.650000 sec): 3 clusters
  Score: Raw -3735324.028905 + Penalty 4990.745012 = -3730333.283893
  nChanged 454
		SP:Iteration 9Q (17592.990000 sec): 3 clusters
  Score: Raw -3735458.637273 + Penalty 4990.745012 = -3730467.892262
  nChanged 346
		SP:Iteration 10Q (17593.370000 sec): 3 clusters
  Score: Raw -3735546.194098 + Penalty 4990.745012 = -3730555.449086
  nChanged 281
		SP:Iteration 11Q (17593.730000 sec): 3 clusters
  Score: Raw -3735607.802712 + Penalty 4990.745012 = -3730617.057701
  nChanged 230
		SP:Iteration 12Q (17594.090000 sec): 3 clusters
  Score: Raw -3735653.016416 + Penalty 4990.745012 = -3730662.271404
  nChanged 184
		SP:Iteration 13Q (17594.490000 sec): 3 clusters
  Score: Raw -3735693.342578 + Penalty 4990.745012 = -3730702.597567
  nChanged 221
		SP:Iteration 14Q (17594.850000 sec): 3 clusters
  Score: Raw -3735739.340657 + Penalty 4990.745012 = -3730748.595646
  nChanged 178
		SP:Iteration 15Q (17595.230000 sec): 3 clusters
  Score: Raw -3735771.472455 + Penalty 4990.745012 = -3730780.727443
  nChanged 172
		SP:Iteration 16Q (17595.580000 sec): 3 clusters
  Score: Raw -3735801.399538 + Penalty 4990.745012 = -3730810.654527
  nChanged 150
		SP:Iteration 17Q (17595.950000 sec): 3 clusters
  Score: Raw -3735825.377339 + Penalty 4990.745012 = -3730834.632328
  nChanged 149
		SP:Iteration 18Q (17596.280000 sec): 3 clusters
  Score: Raw -3735846.355244 + Penalty 4990.745012 = -3730855.610232
  nChanged 124
		SP:Iteration 19Q (17596.650000 sec): 3 clusters
  Score: Raw -3735863.313693 + Penalty 4990.745012 = -3730872.568681
  nChanged 128
		SP:Iteration 20F (17597.030000 sec): 3 clusters
  Score: Raw -3735881.806104 + Penalty 4990.745012 = -3730891.061092
  nChanged 137
		SP:Iteration 21Q (17597.380000 sec): 3 clusters
  Score: Raw -3735902.028807 + Penalty 4990.745012 = -3730911.283795
  nChanged 137
		SP:Iteration 22Q (17597.760000 sec): 3 clusters
  Score: Raw -3735923.167368 + Penalty 4990.745012 = -3730932.422357
  nChanged 160
		SP:Iteration 23Q (17598.120000 sec): 3 clusters
  Score: Raw -3735947.214567 + Penalty 4990.745012 = -3730956.469556
  nChanged 174
		SP:Iteration 24Q (17598.480000 sec): 3 clusters
  Score: Raw -3735976.102054 + Penalty 4990.745012 = -3730985.357043
  nChanged 179
		SP:Iteration 25Q (17598.870000 sec): 3 clusters
  Score: Raw -3736007.300246 + Penalty 4990.745012 = -3731016.555235
  nChanged 188
		SP:Iteration 26Q (17599.200000 sec): 3 clusters
  Score: Raw -3736038.984137 + Penalty 4990.745012 = -3731048.239125
  nChanged 198
		SP:Iteration 27Q (17599.570000 sec): 3 clusters
  Score: Raw -3736072.359801 + Penalty 4990.745012 = -3731081.614789
  nChanged 207
		SP:Iteration 28Q (17599.920000 sec): 3 clusters
  Score: Raw -3736108.705267 + Penalty 4990.745012 = -3731117.960255
  nChanged 220
		SP:Iteration 29Q (17600.260000 sec): 3 clusters
  Score: Raw -3736151.608710 + Penalty 4990.745012 = -3731160.863699
  nChanged 249
		SP:Iteration 30Q (17600.610000 sec): 3 clusters
  Score: Raw -3736199.923174 + Penalty 4990.745012 = -3731209.178162
  nChanged 240
		SP:Iteration 31Q (17600.900000 sec): 3 clusters
  Score: Raw -3736247.906486 + Penalty 4990.745012 = -3731257.161474
  nChanged 236
		SP:Iteration 32Q (17601.250000 sec): 3 clusters
  Score: Raw -3736292.112512 + Penalty 4990.745012 = -3731301.367500
  nChanged 205
		SP:Iteration 33Q (17601.640000 sec): 3 clusters
  Score: Raw -3736327.708549 + Penalty 4990.745012 = -3731336.963537
  nChanged 197
		SP:Iteration 34Q (17602.020000 sec): 3 clusters
  Score: Raw -3736359.515437 + Penalty 4990.745012 = -3731368.770426
  nChanged 192
		SP:Iteration 35Q (17602.380000 sec): 3 clusters
  Score: Raw -3736394.327539 + Penalty 4990.745012 = -3731403.582527
  nChanged 224
		SP:Iteration 36Q (17602.760000 sec): 3 clusters
  Score: Raw -3736438.982101 + Penalty 4990.745012 = -3731448.237089
  nChanged 234
		SP:Iteration 37Q (17603.130000 sec): 3 clusters
  Score: Raw -3736483.658836 + Penalty 4990.745012 = -3731492.913825
  nChanged 237
		SP:Iteration 38Q (17603.430000 sec): 3 clusters
  Score: Raw -3736528.691036 + Penalty 4990.745012 = -3731537.946024
  nChanged 228
		SP:Iteration 39Q (17603.730000 sec): 3 clusters
  Score: Raw -3736572.726795 + Penalty 4990.745012 = -3731581.981783
  nChanged 217
		SP:Iteration 40F (17603.990000 sec): 3 clusters
  Score: Raw -3736613.860808 + Penalty 4990.745012 = -3731623.115796
  nChanged 219
		SP:Iteration 41Q (17604.330000 sec): 3 clusters
  Score: Raw -3736654.064993 + Penalty 4990.745012 = -3731663.319982
  nChanged 212
		SP:Iteration 42Q (17604.620000 sec): 3 clusters
  Score: Raw -3736693.083661 + Penalty 4990.745012 = -3731702.338649
  nChanged 206
		SP:Iteration 43Q (17604.960000 sec): 3 clusters
  Score: Raw -3736729.961238 + Penalty 4990.745012 = -3731739.216227
  nChanged 199
		SP:Iteration 44Q (17605.320000 sec): 3 clusters
  Score: Raw -3736765.223505 + Penalty 4990.745012 = -3731774.478494
  nChanged 188
		SP:Iteration 45Q (17605.640000 sec): 3 clusters
  Score: Raw -3736799.604728 + Penalty 4990.745012 = -3731808.859717
  nChanged 181
		SP:Iteration 46Q (17605.950000 sec): 3 clusters
  Score: Raw -3736831.816286 + Penalty 4990.745012 = -3731841.071274
  nChanged 175
		SP:Iteration 47Q (17606.340000 sec): 3 clusters
  Score: Raw -3736861.320445 + Penalty 4990.745012 = -3731870.575434
  nChanged 154
		SP:Iteration 48Q (17606.670000 sec): 3 clusters
  Score: Raw -3736886.720238 + Penalty 4990.745012 = -3731895.975227
  nChanged 141
		SP:Iteration 49Q (17607.000000 sec): 3 clusters
  Score: Raw -3736909.595760 + Penalty 4990.745012 = -3731918.850748
  nChanged 139
		SP:Iteration 50Q (17607.450000 sec): 3 clusters
  Score: Raw -3736932.371174 + Penalty 4990.745012 = -3731941.626162
  nChanged 116
		SP:Iteration 51Q (17607.780000 sec): 3 clusters
  Score: Raw -3736948.895859 + Penalty 4990.745012 = -3731958.150848
  nChanged 90
		SP:Iteration 52Q (17608.130000 sec): 3 clusters
  Score: Raw -3736961.385049 + Penalty 4990.745012 = -3731970.640037
  nChanged 94
		SP:Iteration 53Q (17608.480000 sec): 3 clusters
  Score: Raw -3736974.647177 + Penalty 4990.745012 = -3731983.902165
  nChanged 94
		SP:Iteration 54Q (17608.860000 sec): 3 clusters
  Score: Raw -3736987.696068 + Penalty 4990.745012 = -3731996.951056
  nChanged 74
		SP:Iteration 55Q (17609.190000 sec): 3 clusters
  Score: Raw -3736997.929606 + Penalty 4990.745012 = -3732007.184594
  nChanged 86
		SP:Iteration 56Q (17609.590000 sec): 3 clusters
  Score: Raw -3737011.518954 + Penalty 4990.745012 = -3732020.773943
  nChanged 100
		SP:Iteration 57Q (17609.940000 sec): 3 clusters
  Score: Raw -3737027.138658 + Penalty 4990.745012 = -3732036.393647
  nChanged 93
		SP:Iteration 58Q (17610.260000 sec): 3 clusters
  Score: Raw -3737041.873108 + Penalty 4990.745012 = -3732051.128096
  nChanged 98
		SP:Iteration 59Q (17610.590000 sec): 3 clusters
  Score: Raw -3737058.403787 + Penalty 4990.745012 = -3732067.658776
  nChanged 90
		SP:Iteration 60F (17610.950000 sec): 3 clusters
  Score: Raw -3737071.457879 + Penalty 4990.745012 = -3732080.712867
  nChanged 83
		SP:Iteration 61Q (17611.360000 sec): 3 clusters
  Score: Raw -3737082.699843 + Penalty 4990.745012 = -3732091.954831
  nChanged 67
		SP:Iteration 62Q (17611.720000 sec): 3 clusters
  Score: Raw -3737092.237615 + Penalty 4990.745012 = -3732101.492603
  nChanged 65
		SP:Iteration 63Q (17612.100000 sec): 3 clusters
  Score: Raw -3737101.351363 + Penalty 4990.745012 = -3732110.606351
  nChanged 66
		SP:Iteration 64Q (17612.420000 sec): 3 clusters
  Score: Raw -3737109.901560 + Penalty 4990.745012 = -3732119.156549
  nChanged 54
		SP:Iteration 65Q (17612.690000 sec): 3 clusters
  Score: Raw -3737116.379415 + Penalty 4990.745012 = -3732125.634404
  nChanged 45
		SP:Iteration 66Q (17613.050000 sec): 3 clusters
  Score: Raw -3737121.099490 + Penalty 4990.745012 = -3732130.354479
  nChanged 34
		SP:Iteration 67Q (17613.400000 sec): 3 clusters
  Score: Raw -3737125.121904 + Penalty 4990.745012 = -3732134.376893
  nChanged 29
		SP:Iteration 68Q (17613.810000 sec): 3 clusters
  Score: Raw -3737128.625885 + Penalty 4990.745012 = -3732137.880873
  nChanged 37
		SP:Iteration 69Q (17614.150000 sec): 3 clusters
  Score: Raw -3737132.732258 + Penalty 4990.745012 = -3732141.987246
  nChanged 42
		SP:Iteration 70Q (17614.440000 sec): 3 clusters
  Score: Raw -3737138.031010 + Penalty 4990.745012 = -3732147.285999
  nChanged 50
		SP:Iteration 71Q (17614.810000 sec): 3 clusters
  Score: Raw -3737143.650017 + Penalty 4990.745012 = -3732152.905005
  nChanged 40
		SP:Iteration 72Q (17615.150000 sec): 3 clusters
  Score: Raw -3737148.015628 + Penalty 4990.745012 = -3732157.270616
  nChanged 31
		SP:Iteration 73Q (17615.490000 sec): 3 clusters
  Score: Raw -3737151.278446 + Penalty 4990.745012 = -3732160.533434
  nChanged 28
		SP:Iteration 74Q (17615.830000 sec): 3 clusters
  Score: Raw -3737154.282844 + Penalty 4990.745012 = -3732163.537833
  nChanged 25
		SP:Iteration 75Q (17616.170000 sec): 3 clusters
  Score: Raw -3737157.139342 + Penalty 4990.745012 = -3732166.394331
  nChanged 25
		SP:Iteration 76Q (17616.540000 sec): 3 clusters
  Score: Raw -3737159.849659 + Penalty 4990.745012 = -3732169.104648
  nChanged 27
		SP:Iteration 77Q (17616.900000 sec): 3 clusters
  Score: Raw -3737162.764161 + Penalty 4990.745012 = -3732172.019150
  nChanged 21
		SP:Iteration 78Q (17617.250000 sec): 3 clusters
  Score: Raw -3737165.126636 + Penalty 4990.745012 = -3732174.381625
  nChanged 21
		SP:Iteration 79Q (17617.540000 sec): 3 clusters
  Score: Raw -3737166.973328 + Penalty 4990.745012 = -3732176.228316
  nChanged 16
		SP:Iteration 80F (17617.860000 sec): 3 clusters
  Score: Raw -3737168.269768 + Penalty 4990.745012 = -3732177.524756
  nChanged 11
		SP:Iteration 81Q (17618.160000 sec): 3 clusters
  Score: Raw -3737169.163786 + Penalty 4990.745012 = -3732178.418775
  nChanged 14
		SP:Iteration 82Q (17618.500000 sec): 3 clusters
  Score: Raw -3737170.501659 + Penalty 4990.745012 = -3732179.756647
  nChanged 16
		SP:Iteration 83Q (17618.860000 sec): 3 clusters
  Score: Raw -3737172.144621 + Penalty 4990.745012 = -3732181.399610
  nChanged 12
		SP:Iteration 84Q (17619.210000 sec): 3 clusters
  Score: Raw -3737173.393648 + Penalty 4990.745012 = -3732182.648636
  nChanged 11
		SP:Iteration 85Q (17619.610000 sec): 3 clusters
  Score: Raw -3737174.522696 + Penalty 4990.745012 = -3732183.777684
  nChanged 11
		SP:Iteration 86Q (17619.920000 sec): 3 clusters
  Score: Raw -3737175.528621 + Penalty 4990.745012 = -3732184.783610
  nChanged 9
		SP:Iteration 87Q (17620.250000 sec): 3 clusters
  Score: Raw -3737176.477346 + Penalty 4990.745012 = -3732185.732334
  nChanged 11
		SP:Iteration 88Q (17620.600000 sec): 3 clusters
  Score: Raw -3737177.753348 + Penalty 4990.745012 = -3732187.008336
  nChanged 12
		SP:Iteration 89Q (17620.960000 sec): 3 clusters
  Score: Raw -3737178.984944 + Penalty 4990.745012 = -3732188.239932
  nChanged 11
		SP:Iteration 90Q (17621.260000 sec): 3 clusters
  Score: Raw -3737180.003044 + Penalty 4990.745012 = -3732189.258033
  nChanged 6
		SP:Iteration 91Q (17621.580000 sec): 3 clusters
  Score: Raw -3737180.419400 + Penalty 4990.745012 = -3732189.674388
  nChanged 5
		SP:Iteration 92Q (17621.880000 sec): 3 clusters
  Score: Raw -3737180.791859 + Penalty 4990.745012 = -3732190.046848
  nChanged 7
		SP:Iteration 93Q (17622.210000 sec): 3 clusters
  Score: Raw -3737181.515372 + Penalty 4990.745012 = -3732190.770360
  nChanged 12
		SP:Iteration 94Q (17622.520000 sec): 3 clusters
  Score: Raw -3737182.694963 + Penalty 4990.745012 = -3732191.949951
  nChanged 11
		SP:Iteration 95Q (17622.840000 sec): 3 clusters
  Score: Raw -3737184.264806 + Penalty 4990.745012 = -3732193.519794
  nChanged 14
		SP:Iteration 96Q (17623.140000 sec): 3 clusters
  Score: Raw -3737185.993391 + Penalty 4990.745012 = -3732195.248380
  nChanged 13
		SP:Iteration 97Q (17623.450000 sec): 3 clusters
  Score: Raw -3737187.455595 + Penalty 4990.745012 = -3732196.710583
  nChanged 16
		SP:Iteration 98Q (17623.760000 sec): 3 clusters
  Score: Raw -3737189.337361 + Penalty 4990.745012 = -3732198.592349
  nChanged 19
		SP:Iteration 99Q (17624.120000 sec): 3 clusters
  Score: Raw -3737190.814024 + Penalty 4990.745012 = -3732200.069012
  nChanged 8
		SP:Iteration 100F (17624.420000 sec): 3 clusters
  Score: Raw -3737191.568176 + Penalty 4990.745012 = -3732200.823165
  nChanged 5
		SP:Iteration 101Q (17624.740000 sec): 3 clusters
  Score: Raw -3737191.967965 + Penalty 4990.745012 = -3732201.222954
  nChanged 4
		SP:Iteration 102Q (17625.130000 sec): 3 clusters
  Score: Raw -3737192.405895 + Penalty 4990.745012 = -3732201.660884
  nChanged 4
		SP:Iteration 103Q (17625.430000 sec): 3 clusters
  Score: Raw -3737192.787469 + Penalty 4990.745012 = -3732202.042458
  nChanged 3
		SP:Iteration 104Q (17625.740000 sec): 3 clusters
  Score: Raw -3737192.956273 + Penalty 4990.745012 = -3732202.211262
  nChanged 1
		SP:Iteration 105Q (17626.070000 sec): 3 clusters
  Score: Raw -3737193.025358 + Penalty 4990.745012 = -3732202.280346
  nChanged 1
		SP:Iteration 106Q (17626.380000 sec): 3 clusters
  Score: Raw -3737193.097173 + Penalty 4990.745012 = -3732202.352161
  nChanged 1
		SP:Iteration 107Q (17626.770000 sec): 3 clusters
  Score: Raw -3737193.163227 + Penalty 4990.745012 = -3732202.418215
  nChanged 1
		SP:Iteration 108Q (17627.160000 sec): 3 clusters
  Score: Raw -3737193.234767 + Penalty 4990.745012 = -3732202.489755
  nChanged 1
		SP:Iteration 109Q (17627.540000 sec): 3 clusters
  Score: Raw -3737193.306547 + Penalty 4990.745012 = -3732202.561536
  nChanged 1
		SP:Iteration 110Q (17627.880000 sec): 3 clusters
  Score: Raw -3737193.367158 + Penalty 4990.745012 = -3732202.622146
  nChanged 0
		SP:Iteration 111F (17628.260000 sec): 3 clusters
  Score: Raw -3737193.367158 + Penalty 4990.745012 = -3732202.622146
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (7524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17628.410000 sec): 2 clusters
  Score: Raw -1167193.568602 + Penalty 2213.611591 = -1164979.957011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17628.610000 sec): 3 clusters
  Score: Raw -1163321.454212 + Penalty 4427.223182 = -1158894.231030
  nChanged 3045
		SP:Iteration 1F (17628.880000 sec): 3 clusters
  Score: Raw -1165240.786108 + Penalty 4427.223182 = -1160813.562925
  nChanged 680
		SP:Iteration 2F (17629.050000 sec): 3 clusters
  Score: Raw -1166062.418371 + Penalty 4427.223182 = -1161635.195188
  nChanged 747
		SP:Iteration 3F (17629.300000 sec): 3 clusters
  Score: Raw -1167091.159243 + Penalty 4427.223182 = -1162663.936061
  nChanged 825
		SP:Iteration 4F (17629.590000 sec): 3 clusters
  Score: Raw -1168292.993941 + Penalty 4427.223182 = -1163865.770759
  nChanged 715
		SP:Iteration 5F (17629.720000 sec): 3 clusters
  Score: Raw -1169333.062142 + Penalty 4427.223182 = -1164905.838960
  nChanged 494
		SP:Iteration 6F (17629.950000 sec): 3 clusters
  Score: Raw -1170013.519700 + Penalty 4427.223182 = -1165586.296517
  nChanged 300
		SP:Iteration 7Q (17630.140000 sec): 3 clusters
  Score: Raw -1170315.236670 + Penalty 4427.223182 = -1165888.013488
  nChanged 191
		SP:Iteration 8Q (17630.330000 sec): 3 clusters
  Score: Raw -1170468.199420 + Penalty 4427.223182 = -1166040.976237
  nChanged 113
		SP:Iteration 9Q (17630.540000 sec): 3 clusters
  Score: Raw -1170542.795253 + Penalty 4427.223182 = -1166115.572071
  nChanged 72
		SP:Iteration 10Q (17630.730000 sec): 3 clusters
  Score: Raw -1170583.409195 + Penalty 4427.223182 = -1166156.186013
  nChanged 36
		SP:Iteration 11Q (17630.960000 sec): 3 clusters
  Score: Raw -1170599.047312 + Penalty 4427.223182 = -1166171.824130
  nChanged 24
		SP:Iteration 12Q (17631.110000 sec): 3 clusters
  Score: Raw -1170606.813514 + Penalty 4427.223182 = -1166179.590332
  nChanged 15
		SP:Iteration 13Q (17631.270000 sec): 3 clusters
  Score: Raw -1170610.263983 + Penalty 4427.223182 = -1166183.040800
  nChanged 6
		SP:Iteration 14Q (17631.500000 sec): 3 clusters
  Score: Raw -1170611.759349 + Penalty 4427.223182 = -1166184.536166
  nChanged 2
		SP:Iteration 15Q (17631.690000 sec): 3 clusters
  Score: Raw -1170612.491807 + Penalty 4427.223182 = -1166185.268625
  nChanged 3
		SP:Iteration 16Q (17631.880000 sec): 3 clusters
  Score: Raw -1170613.185714 + Penalty 4427.223182 = -1166185.962531
  nChanged 3
		SP:Iteration 17Q (17632.030000 sec): 3 clusters
  Score: Raw -1170613.763381 + Penalty 4427.223182 = -1166186.540199
  nChanged 0
		SP:Iteration 18F (17632.260000 sec): 3 clusters
  Score: Raw -1170613.763381 + Penalty 4427.223182 = -1166186.540199
  nChanged 0

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

 Trying to split cluster 17 (14231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17632.440000 sec): 2 clusters
  Score: Raw -2073290.152432 + Penalty 2371.668135 = -2070918.484298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17632.720000 sec): 3 clusters
  Score: Raw -2065332.386453 + Penalty 4743.336269 = -2060589.050184
  nChanged 6114
		SP:Iteration 1F (17632.990000 sec): 3 clusters
  Score: Raw -2068928.991505 + Penalty 4743.336269 = -2064185.655235
  nChanged 1039
		SP:Iteration 2F (17633.230000 sec): 3 clusters
  Score: Raw -2069589.682058 + Penalty 4743.336269 = -2064846.345788
  nChanged 925
		SP:Iteration 3F (17633.510000 sec): 3 clusters
  Score: Raw -2070189.064424 + Penalty 4743.336269 = -2065445.728154
  nChanged 853
		SP:Iteration 4F (17633.840000 sec): 3 clusters
  Score: Raw -2070746.240504 + Penalty 4743.336269 = -2066002.904235
  nChanged 807
		SP:Iteration 5F (17634.110000 sec): 3 clusters
  Score: Raw -2071238.925406 + Penalty 4743.336269 = -2066495.589137
  nChanged 717
		SP:Iteration 6F (17634.290000 sec): 3 clusters
  Score: Raw -2071711.339148 + Penalty 4743.336269 = -2066968.002879
  nChanged 672
		SP:Iteration 7Q (17634.580000 sec): 3 clusters
  Score: Raw -2072133.711474 + Penalty 4743.336269 = -2067390.375205
  nChanged 633
		SP:Iteration 8Q (17634.830000 sec): 3 clusters
  Score: Raw -2072489.816766 + Penalty 4743.336269 = -2067746.480497
  nChanged 528
		SP:Iteration 9Q (17635.160000 sec): 3 clusters
  Score: Raw -2072757.128752 + Penalty 4743.336269 = -2068013.792483
  nChanged 453
		SP:Iteration 10Q (17635.480000 sec): 3 clusters
  Score: Raw -2072962.900407 + Penalty 4743.336269 = -2068219.564138
  nChanged 350
		SP:Iteration 11Q (17635.830000 sec): 3 clusters
  Score: Raw -2073107.203529 + Penalty 4743.336269 = -2068363.867260
  nChanged 301
		SP:Iteration 12Q (17636.150000 sec): 3 clusters
  Score: Raw -2073214.185103 + Penalty 4743.336269 = -2068470.848833
  nChanged 248
		SP:Iteration 13Q (17636.460000 sec): 3 clusters
  Score: Raw -2073301.750039 + Penalty 4743.336269 = -2068558.413769
  nChanged 213
		SP:Iteration 14Q (17636.810000 sec): 3 clusters
  Score: Raw -2073382.193950 + Penalty 4743.336269 = -2068638.857680
  nChanged 232
		SP:Iteration 15Q (17637.110000 sec): 3 clusters
  Score: Raw -2073456.541834 + Penalty 4743.336269 = -2068713.205564
  nChanged 184
		SP:Iteration 16Q (17637.400000 sec): 3 clusters
  Score: Raw -2073509.823237 + Penalty 4743.336269 = -2068766.486968
  nChanged 164
		SP:Iteration 17Q (17637.740000 sec): 3 clusters
  Score: Raw -2073549.985590 + Penalty 4743.336269 = -2068806.649321
  nChanged 135
		SP:Iteration 18Q (17638.030000 sec): 3 clusters
  Score: Raw -2073584.299028 + Penalty 4743.336269 = -2068840.962758
  nChanged 132
		SP:Iteration 19Q (17638.340000 sec): 3 clusters
  Score: Raw -2073613.965876 + Penalty 4743.336269 = -2068870.629607
  nChanged 113
		SP:Iteration 20F (17638.670000 sec): 3 clusters
  Score: Raw -2073637.474414 + Penalty 4743.336269 = -2068894.138145
  nChanged 101
		SP:Iteration 21Q (17638.920000 sec): 3 clusters
  Score: Raw -2073659.942211 + Penalty 4743.336269 = -2068916.605942
  nChanged 98
		SP:Iteration 22Q (17639.140000 sec): 3 clusters
  Score: Raw -2073682.618765 + Penalty 4743.336269 = -2068939.282496
  nChanged 105
		SP:Iteration 23Q (17639.390000 sec): 3 clusters
  Score: Raw -2073705.803202 + Penalty 4743.336269 = -2068962.466933
  nChanged 103
		SP:Iteration 24Q (17639.660000 sec): 3 clusters
  Score: Raw -2073726.317143 + Penalty 4743.336269 = -2068982.980873
  nChanged 78
		SP:Iteration 25Q (17639.920000 sec): 3 clusters
  Score: Raw -2073741.545773 + Penalty 4743.336269 = -2068998.209503
  nChanged 64
		SP:Iteration 26Q (17640.220000 sec): 3 clusters
  Score: Raw -2073754.007780 + Penalty 4743.336269 = -2069010.671511
  nChanged 62
		SP:Iteration 27Q (17640.540000 sec): 3 clusters
  Score: Raw -2073764.403625 + Penalty 4743.336269 = -2069021.067356
  nChanged 50
		SP:Iteration 28Q (17640.800000 sec): 3 clusters
  Score: Raw -2073771.770347 + Penalty 4743.336269 = -2069028.434077
  nChanged 39
		SP:Iteration 29Q (17641.090000 sec): 3 clusters
  Score: Raw -2073777.953493 + Penalty 4743.336269 = -2069034.617223
  nChanged 43
		SP:Iteration 30Q (17641.380000 sec): 3 clusters
  Score: Raw -2073784.184633 + Penalty 4743.336269 = -2069040.848363
  nChanged 39
		SP:Iteration 31Q (17641.680000 sec): 3 clusters
  Score: Raw -2073788.991967 + Penalty 4743.336269 = -2069045.655698
  nChanged 40
		SP:Iteration 32Q (17641.940000 sec): 3 clusters
  Score: Raw -2073794.990642 + Penalty 4743.336269 = -2069051.654372
  nChanged 36
		SP:Iteration 33Q (17642.150000 sec): 3 clusters
  Score: Raw -2073800.961172 + Penalty 4743.336269 = -2069057.624903
  nChanged 47
		SP:Iteration 34Q (17642.390000 sec): 3 clusters
  Score: Raw -2073808.148852 + Penalty 4743.336269 = -2069064.812583
  nChanged 32
		SP:Iteration 35Q (17642.670000 sec): 3 clusters
  Score: Raw -2073812.470700 + Penalty 4743.336269 = -2069069.134431
  nChanged 30
		SP:Iteration 36Q (17642.850000 sec): 3 clusters
  Score: Raw -2073816.649314 + Penalty 4743.336269 = -2069073.313045
  nChanged 31
		SP:Iteration 37Q (17643.120000 sec): 3 clusters
  Score: Raw -2073821.215134 + Penalty 4743.336269 = -2069077.878865
  nChanged 32
		SP:Iteration 38Q (17643.350000 sec): 3 clusters
  Score: Raw -2073825.772734 + Penalty 4743.336269 = -2069082.436464
  nChanged 32
		SP:Iteration 39Q (17643.610000 sec): 3 clusters
  Score: Raw -2073829.781068 + Penalty 4743.336269 = -2069086.444799
  nChanged 27
		SP:Iteration 40F (17643.880000 sec): 3 clusters
  Score: Raw -2073833.990222 + Penalty 4743.336269 = -2069090.653953
  nChanged 34
		SP:Iteration 41Q (17644.200000 sec): 3 clusters
  Score: Raw -2073838.404344 + Penalty 4743.336269 = -2069095.068074
  nChanged 31
		SP:Iteration 42Q (17644.460000 sec): 3 clusters
  Score: Raw -2073842.004703 + Penalty 4743.336269 = -2069098.668434
  nChanged 33
		SP:Iteration 43Q (17644.740000 sec): 3 clusters
  Score: Raw -2073846.316635 + Penalty 4743.336269 = -2069102.980366
  nChanged 29
		SP:Iteration 44Q (17645.030000 sec): 3 clusters
  Score: Raw -2073850.069822 + Penalty 4743.336269 = -2069106.733552
  nChanged 24
		SP:Iteration 45Q (17645.320000 sec): 3 clusters
  Score: Raw -2073853.163185 + Penalty 4743.336269 = -2069109.826915
  nChanged 20
		SP:Iteration 46Q (17645.670000 sec): 3 clusters
  Score: Raw -2073856.200908 + Penalty 4743.336269 = -2069112.864638
  nChanged 25
		SP:Iteration 47Q (17646.010000 sec): 3 clusters
  Score: Raw -2073860.066201 + Penalty 4743.336269 = -2069116.729931
  nChanged 32
		SP:Iteration 48Q (17646.310000 sec): 3 clusters
  Score: Raw -2073864.491625 + Penalty 4743.336269 = -2069121.155355
  nChanged 28
		SP:Iteration 49Q (17646.540000 sec): 3 clusters
  Score: Raw -2073868.366266 + Penalty 4743.336269 = -2069125.029996
  nChanged 29
		SP:Iteration 50Q (17646.840000 sec): 3 clusters
  Score: Raw -2073873.353465 + Penalty 4743.336269 = -2069130.017195
  nChanged 33
		SP:Iteration 51Q (17647.210000 sec): 3 clusters
  Score: Raw -2073878.272085 + Penalty 4743.336269 = -2069134.935815
  nChanged 24
		SP:Iteration 52Q (17647.480000 sec): 3 clusters
  Score: Raw -2073881.542008 + Penalty 4743.336269 = -2069138.205738
  nChanged 26
		SP:Iteration 53Q (17647.830000 sec): 3 clusters
  Score: Raw -2073884.923083 + Penalty 4743.336269 = -2069141.586813
  nChanged 23
		SP:Iteration 54Q (17648.100000 sec): 3 clusters
  Score: Raw -2073887.222223 + Penalty 4743.336269 = -2069143.885953
  nChanged 19
		SP:Iteration 55Q (17648.390000 sec): 3 clusters
  Score: Raw -2073890.084333 + Penalty 4743.336269 = -2069146.748063
  nChanged 22
		SP:Iteration 56Q (17648.670000 sec): 3 clusters
  Score: Raw -2073893.184818 + Penalty 4743.336269 = -2069149.848548
  nChanged 23
		SP:Iteration 57Q (17649.010000 sec): 3 clusters
  Score: Raw -2073896.332007 + Penalty 4743.336269 = -2069152.995738
  nChanged 31
		SP:Iteration 58Q (17649.290000 sec): 3 clusters
  Score: Raw -2073899.746161 + Penalty 4743.336269 = -2069156.409892
  nChanged 24
		SP:Iteration 59Q (17649.600000 sec): 3 clusters
  Score: Raw -2073902.227260 + Penalty 4743.336269 = -2069158.890991
  nChanged 15
		SP:Iteration 60F (17649.870000 sec): 3 clusters
  Score: Raw -2073904.280184 + Penalty 4743.336269 = -2069160.943914
  nChanged 25
		SP:Iteration 61Q (17650.190000 sec): 3 clusters
  Score: Raw -2073907.767261 + Penalty 4743.336269 = -2069164.430991
  nChanged 22
		SP:Iteration 62Q (17650.460000 sec): 3 clusters
  Score: Raw -2073910.689414 + Penalty 4743.336269 = -2069167.353145
  nChanged 26
		SP:Iteration 63Q (17650.730000 sec): 3 clusters
  Score: Raw -2073913.657058 + Penalty 4743.336269 = -2069170.320789
  nChanged 27
		SP:Iteration 64Q (17651.010000 sec): 3 clusters
  Score: Raw -2073917.205661 + Penalty 4743.336269 = -2069173.869392
  nChanged 26
		SP:Iteration 65Q (17651.270000 sec): 3 clusters
  Score: Raw -2073921.091892 + Penalty 4743.336269 = -2069177.755622
  nChanged 23
		SP:Iteration 66Q (17651.540000 sec): 3 clusters
  Score: Raw -2073923.828037 + Penalty 4743.336269 = -2069180.491768
  nChanged 19
		SP:Iteration 67Q (17651.810000 sec): 3 clusters
  Score: Raw -2073926.946640 + Penalty 4743.336269 = -2069183.610371
  nChanged 25
		SP:Iteration 68Q (17652.080000 sec): 3 clusters
  Score: Raw -2073930.238949 + Penalty 4743.336269 = -2069186.902680
  nChanged 27
		SP:Iteration 69Q (17652.350000 sec): 3 clusters
  Score: Raw -2073934.216131 + Penalty 4743.336269 = -2069190.879861
  nChanged 25
		SP:Iteration 70Q (17652.630000 sec): 3 clusters
  Score: Raw -2073938.732941 + Penalty 4743.336269 = -2069195.396672
  nChanged 31
		SP:Iteration 71Q (17652.900000 sec): 3 clusters
  Score: Raw -2073943.517726 + Penalty 4743.336269 = -2069200.181456
  nChanged 35
		SP:Iteration 72Q (17653.170000 sec): 3 clusters
  Score: Raw -2073948.335500 + Penalty 4743.336269 = -2069204.999230
  nChanged 30
		SP:Iteration 73Q (17653.440000 sec): 3 clusters
  Score: Raw -2073954.195436 + Penalty 4743.336269 = -2069210.859166
  nChanged 38
		SP:Iteration 74Q (17653.710000 sec): 3 clusters
  Score: Raw -2073961.110732 + Penalty 4743.336269 = -2069217.774462
  nChanged 47
		SP:Iteration 75Q (17653.980000 sec): 3 clusters
  Score: Raw -2073967.664160 + Penalty 4743.336269 = -2069224.327890
  nChanged 39
		SP:Iteration 76Q (17654.250000 sec): 3 clusters
  Score: Raw -2073974.102545 + Penalty 4743.336269 = -2069230.766276
  nChanged 42
		SP:Iteration 77Q (17654.520000 sec): 3 clusters
  Score: Raw -2073979.750806 + Penalty 4743.336269 = -2069236.414536
  nChanged 39
		SP:Iteration 78Q (17654.790000 sec): 3 clusters
  Score: Raw -2073985.184040 + Penalty 4743.336269 = -2069241.847771
  nChanged 32
		SP:Iteration 79Q (17655.090000 sec): 3 clusters
  Score: Raw -2073990.713316 + Penalty 4743.336269 = -2069247.377047
  nChanged 38
		SP:Iteration 80F (17655.380000 sec): 3 clusters
  Score: Raw -2073997.043599 + Penalty 4743.336269 = -2069253.707329
  nChanged 36
		SP:Iteration 81Q (17655.650000 sec): 3 clusters
  Score: Raw -2074002.500329 + Penalty 4743.336269 = -2069259.164060
  nChanged 33
		SP:Iteration 82Q (17655.970000 sec): 3 clusters
  Score: Raw -2074007.197074 + Penalty 4743.336269 = -2069263.860805
  nChanged 38
		SP:Iteration 83Q (17656.240000 sec): 3 clusters
  Score: Raw -2074011.622849 + Penalty 4743.336269 = -2069268.286579
  nChanged 31
		SP:Iteration 84Q (17656.510000 sec): 3 clusters
  Score: Raw -2074016.531735 + Penalty 4743.336269 = -2069273.195466
  nChanged 35
		SP:Iteration 85Q (17656.830000 sec): 3 clusters
  Score: Raw -2074022.005672 + Penalty 4743.336269 = -2069278.669402
  nChanged 38
		SP:Iteration 86Q (17657.140000 sec): 3 clusters
  Score: Raw -2074028.493951 + Penalty 4743.336269 = -2069285.157682
  nChanged 51
		SP:Iteration 87Q (17657.410000 sec): 3 clusters
  Score: Raw -2074037.004180 + Penalty 4743.336269 = -2069293.667911
  nChanged 54
		SP:Iteration 88Q (17657.680000 sec): 3 clusters
  Score: Raw -2074045.119476 + Penalty 4743.336269 = -2069301.783207
  nChanged 54
		SP:Iteration 89Q (17657.950000 sec): 3 clusters
  Score: Raw -2074054.669632 + Penalty 4743.336269 = -2069311.333363
  nChanged 58
		SP:Iteration 90Q (17658.230000 sec): 3 clusters
  Score: Raw -2074065.185864 + Penalty 4743.336269 = -2069321.849594
  nChanged 66
		SP:Iteration 91Q (17658.490000 sec): 3 clusters
  Score: Raw -2074077.240370 + Penalty 4743.336269 = -2069333.904100
  nChanged 51
		SP:Iteration 92Q (17658.760000 sec): 3 clusters
  Score: Raw -2074088.532592 + Penalty 4743.336269 = -2069345.196322
  nChanged 65
		SP:Iteration 93Q (17659.030000 sec): 3 clusters
  Score: Raw -2074102.744094 + Penalty 4743.336269 = -2069359.407825
  nChanged 66
		SP:Iteration 94Q (17659.310000 sec): 3 clusters
  Score: Raw -2074119.588188 + Penalty 4743.336269 = -2069376.251918
  nChanged 83
		SP:Iteration 95Q (17659.580000 sec): 3 clusters
  Score: Raw -2074140.732028 + Penalty 4743.336269 = -2069397.395759
  nChanged 94
		SP:Iteration 96Q (17659.860000 sec): 3 clusters
  Score: Raw -2074161.953128 + Penalty 4743.336269 = -2069418.616859
  nChanged 100
		SP:Iteration 97Q (17660.130000 sec): 3 clusters
  Score: Raw -2074184.582916 + Penalty 4743.336269 = -2069441.246647
  nChanged 98
		SP:Iteration 98Q (17660.410000 sec): 3 clusters
  Score: Raw -2074211.963806 + Penalty 4743.336269 = -2069468.627537
  nChanged 105
		SP:Iteration 99Q (17660.680000 sec): 3 clusters
  Score: Raw -2074246.731746 + Penalty 4743.336269 = -2069503.395477
  nChanged 114
		SP:Iteration 100F (17660.950000 sec): 3 clusters
  Score: Raw -2074280.832505 + Penalty 4743.336269 = -2069537.496235
  nChanged 127
		SP:Iteration 101Q (17661.230000 sec): 3 clusters
  Score: Raw -2074319.869541 + Penalty 4743.336269 = -2069576.533271
  nChanged 145
		SP:Iteration 102Q (17661.500000 sec): 3 clusters
  Score: Raw -2074366.706361 + Penalty 4743.336269 = -2069623.370092
  nChanged 142
		SP:Iteration 103Q (17661.780000 sec): 3 clusters
  Score: Raw -2074409.895157 + Penalty 4743.336269 = -2069666.558888
  nChanged 132
		SP:Iteration 104Q (17662.050000 sec): 3 clusters
  Score: Raw -2074449.656957 + Penalty 4743.336269 = -2069706.320688
  nChanged 125
		SP:Iteration 105Q (17662.330000 sec): 3 clusters
  Score: Raw -2074490.307023 + Penalty 4743.336269 = -2069746.970753
  nChanged 129
		SP:Iteration 106Q (17662.600000 sec): 3 clusters
  Score: Raw -2074529.791739 + Penalty 4743.336269 = -2069786.455470
  nChanged 136
		SP:Iteration 107Q (17662.870000 sec): 3 clusters
  Score: Raw -2074574.509344 + Penalty 4743.336269 = -2069831.173075
  nChanged 124
		SP:Iteration 108Q (17663.170000 sec): 3 clusters
  Score: Raw -2074608.330653 + Penalty 4743.336269 = -2069864.994383
  nChanged 107
		SP:Iteration 109Q (17663.470000 sec): 3 clusters
  Score: Raw -2074633.830416 + Penalty 4743.336269 = -2069890.494146
  nChanged 97
		SP:Iteration 110Q (17663.740000 sec): 3 clusters
  Score: Raw -2074659.823435 + Penalty 4743.336269 = -2069916.487165
  nChanged 91
		SP:Iteration 111Q (17664.010000 sec): 3 clusters
  Score: Raw -2074683.753781 + Penalty 4743.336269 = -2069940.417512
  nChanged 93
		SP:Iteration 112Q (17664.290000 sec): 3 clusters
  Score: Raw -2074706.877893 + Penalty 4743.336269 = -2069963.541624
  nChanged 91
		SP:Iteration 113Q (17664.560000 sec): 3 clusters
  Score: Raw -2074730.016587 + Penalty 4743.336269 = -2069986.680317
  nChanged 77
		SP:Iteration 114Q (17664.830000 sec): 3 clusters
  Score: Raw -2074749.703602 + Penalty 4743.336269 = -2070006.367333
  nChanged 76
		SP:Iteration 115Q (17665.120000 sec): 3 clusters
  Score: Raw -2074771.467567 + Penalty 4743.336269 = -2070028.131298
  nChanged 85
		SP:Iteration 116Q (17665.430000 sec): 3 clusters
  Score: Raw -2074794.445349 + Penalty 4743.336269 = -2070051.109080
  nChanged 84
		SP:Iteration 117Q (17665.700000 sec): 3 clusters
  Score: Raw -2074817.492325 + Penalty 4743.336269 = -2070074.156055
  nChanged 90
		SP:Iteration 118Q (17665.930000 sec): 3 clusters
  Score: Raw -2074840.965466 + Penalty 4743.336269 = -2070097.629197
  nChanged 85
		SP:Iteration 119Q (17666.210000 sec): 3 clusters
  Score: Raw -2074861.238264 + Penalty 4743.336269 = -2070117.901995
  nChanged 70
		SP:Iteration 120F (17666.480000 sec): 3 clusters
  Score: Raw -2074877.676403 + Penalty 4743.336269 = -2070134.340134
  nChanged 73
		SP:Iteration 121Q (17666.760000 sec): 3 clusters
  Score: Raw -2074894.626211 + Penalty 4743.336269 = -2070151.289942
  nChanged 70
		SP:Iteration 122Q (17667.020000 sec): 3 clusters
  Score: Raw -2074910.972153 + Penalty 4743.336269 = -2070167.635884
  nChanged 73
		SP:Iteration 123Q (17667.290000 sec): 3 clusters
  Score: Raw -2074928.713931 + Penalty 4743.336269 = -2070185.377662
  nChanged 50
		SP:Iteration 124Q (17667.570000 sec): 3 clusters
  Score: Raw -2074939.217435 + Penalty 4743.336269 = -2070195.881165
  nChanged 38
		SP:Iteration 125Q (17667.840000 sec): 3 clusters
  Score: Raw -2074946.850352 + Penalty 4743.336269 = -2070203.514082
  nChanged 40
		SP:Iteration 126Q (17668.110000 sec): 3 clusters
  Score: Raw -2074951.624415 + Penalty 4743.336269 = -2070208.288145
  nChanged 22
		SP:Iteration 127Q (17668.420000 sec): 3 clusters
  Score: Raw -2074954.344265 + Penalty 4743.336269 = -2070211.007996
  nChanged 15
		SP:Iteration 128Q (17668.790000 sec): 3 clusters
  Score: Raw -2074956.908364 + Penalty 4743.336269 = -2070213.572095
  nChanged 11
		SP:Iteration 129Q (17669.090000 sec): 3 clusters
  Score: Raw -2074958.190764 + Penalty 4743.336269 = -2070214.854494
  nChanged 11
		SP:Iteration 130Q (17669.330000 sec): 3 clusters
  Score: Raw -2074959.760441 + Penalty 4743.336269 = -2070216.424171
  nChanged 9
		SP:Iteration 131Q (17669.610000 sec): 3 clusters
  Score: Raw -2074960.398808 + Penalty 4743.336269 = -2070217.062539
  nChanged 6
		SP:Iteration 132Q (17669.890000 sec): 3 clusters
  Score: Raw -2074961.088232 + Penalty 4743.336269 = -2070217.751963
  nChanged 10
		SP:Iteration 133Q (17670.230000 sec): 3 clusters
  Score: Raw -2074962.276765 + Penalty 4743.336269 = -2070218.940496
  nChanged 8
		SP:Iteration 134Q (17670.510000 sec): 3 clusters
  Score: Raw -2074962.878236 + Penalty 4743.336269 = -2070219.541967
  nChanged 3
		SP:Iteration 135Q (17670.750000 sec): 3 clusters
  Score: Raw -2074963.062774 + Penalty 4743.336269 = -2070219.726504
  nChanged 0
		SP:Iteration 136F (17671.060000 sec): 3 clusters
  Score: Raw -2074963.062774 + Penalty 4743.336269 = -2070219.726504
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (29462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17671.370000 sec): 2 clusters
  Score: Raw -4660264.430677 + Penalty 2552.132431 = -4657712.298246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17671.750000 sec): 3 clusters
  Score: Raw -4642642.184792 + Penalty 5104.264862 = -4637537.919930
  nChanged 13206
		SP:Iteration 1F (17672.150000 sec): 3 clusters
  Score: Raw -4649726.336254 + Penalty 5104.264862 = -4644622.071392
  nChanged 1303
		SP:Iteration 2Q (17672.550000 sec): 3 clusters
  Score: Raw -4650100.702625 + Penalty 5104.264862 = -4644996.437764
  nChanged 1120
		SP:Iteration 3Q (17672.910000 sec): 3 clusters
  Score: Raw -4650466.282355 + Penalty 5104.264862 = -4645362.017493
  nChanged 1064
		SP:Iteration 4Q (17673.280000 sec): 3 clusters
  Score: Raw -4650892.097047 + Penalty 5104.264862 = -4645787.832185
  nChanged 1166
		SP:Iteration 5Q (17673.670000 sec): 3 clusters
  Score: Raw -4651482.510086 + Penalty 5104.264862 = -4646378.245224
  nChanged 1316
		SP:Iteration 6Q (17674.100000 sec): 3 clusters
  Score: Raw -4652288.477065 + Penalty 5104.264862 = -4647184.212203
  nChanged 1500
		SP:Iteration 7F (17674.540000 sec): 3 clusters
  Score: Raw -4653224.505013 + Penalty 5104.264862 = -4648120.240151
  nChanged 1646
		SP:Iteration 8F (17674.880000 sec): 3 clusters
  Score: Raw -4654176.193068 + Penalty 5104.264862 = -4649071.928206
  nChanged 1742
		SP:Iteration 9F (17675.230000 sec): 3 clusters
  Score: Raw -4655135.161249 + Penalty 5104.264862 = -4650030.896387
  nChanged 1672
		SP:Iteration 10F (17675.610000 sec): 3 clusters
  Score: Raw -4655985.978245 + Penalty 5104.264862 = -4650881.713383
  nChanged 1489
		SP:Iteration 11F (17676.030000 sec): 3 clusters
  Score: Raw -4656714.692887 + Penalty 5104.264862 = -4651610.428025
  nChanged 1243
		SP:Iteration 12Q (17676.380000 sec): 3 clusters
  Score: Raw -4657268.892194 + Penalty 5104.264862 = -4652164.627333
  nChanged 1021
		SP:Iteration 13Q (17676.770000 sec): 3 clusters
  Score: Raw -4657738.152407 + Penalty 5104.264862 = -4652633.887545
  nChanged 893
		SP:Iteration 14Q (17677.140000 sec): 3 clusters
  Score: Raw -4658168.566961 + Penalty 5104.264862 = -4653064.302100
  nChanged 797
		SP:Iteration 15Q (17677.550000 sec): 3 clusters
  Score: Raw -4658595.490802 + Penalty 5104.264862 = -4653491.225940
  nChanged 738
		SP:Iteration 16Q (17678.010000 sec): 3 clusters
  Score: Raw -4659091.307479 + Penalty 5104.264862 = -4653987.042617
  nChanged 706
		SP:Iteration 17Q (17678.390000 sec): 3 clusters
  Score: Raw -4659715.162575 + Penalty 5104.264862 = -4654610.897713
  nChanged 642
		SP:Iteration 18Q (17678.780000 sec): 3 clusters
  Score: Raw -4660446.516661 + Penalty 5104.264862 = -4655342.251799
  nChanged 551
		SP:Iteration 19Q (17679.160000 sec): 3 clusters
  Score: Raw -4660962.131325 + Penalty 5104.264862 = -4655857.866463
  nChanged 430
		SP:Iteration 20F (17679.520000 sec): 3 clusters
  Score: Raw -4661178.140118 + Penalty 5104.264862 = -4656073.875256
  nChanged 339
		SP:Iteration 21Q (17679.910000 sec): 3 clusters
  Score: Raw -4661324.386674 + Penalty 5104.264862 = -4656220.121812
  nChanged 289
		SP:Iteration 22Q (17680.310000 sec): 3 clusters
  Score: Raw -4661438.619048 + Penalty 5104.264862 = -4656334.354186
  nChanged 248
		SP:Iteration 23Q (17680.680000 sec): 3 clusters
  Score: Raw -4661529.234834 + Penalty 5104.264862 = -4656424.969972
  nChanged 190
		SP:Iteration 24Q (17681.110000 sec): 3 clusters
  Score: Raw -4661589.614577 + Penalty 5104.264862 = -4656485.349715
  nChanged 162
		SP:Iteration 25Q (17681.480000 sec): 3 clusters
  Score: Raw -4661633.635428 + Penalty 5104.264862 = -4656529.370566
  nChanged 122
		SP:Iteration 26Q (17681.860000 sec): 3 clusters
  Score: Raw -4661665.245328 + Penalty 5104.264862 = -4656560.980466
  nChanged 108
		SP:Iteration 27Q (17682.260000 sec): 3 clusters
  Score: Raw -4661693.048109 + Penalty 5104.264862 = -4656588.783247
  nChanged 96
		SP:Iteration 28Q (17682.660000 sec): 3 clusters
  Score: Raw -4661715.647101 + Penalty 5104.264862 = -4656611.382239
  nChanged 75
		SP:Iteration 29Q (17683.040000 sec): 3 clusters
  Score: Raw -4661732.639214 + Penalty 5104.264862 = -4656628.374352
  nChanged 66
		SP:Iteration 30Q (17683.460000 sec): 3 clusters
  Score: Raw -4661745.664175 + Penalty 5104.264862 = -4656641.399313
  nChanged 60
		SP:Iteration 31Q (17683.830000 sec): 3 clusters
  Score: Raw -4661759.600456 + Penalty 5104.264862 = -4656655.335594
  nChanged 55
		SP:Iteration 32Q (17684.190000 sec): 3 clusters
  Score: Raw -4661770.575359 + Penalty 5104.264862 = -4656666.310498
  nChanged 49
		SP:Iteration 33Q (17684.540000 sec): 3 clusters
  Score: Raw -4661781.174005 + Penalty 5104.264862 = -4656676.909143
  nChanged 32
		SP:Iteration 34Q (17684.910000 sec): 3 clusters
  Score: Raw -4661786.192694 + Penalty 5104.264862 = -4656681.927832
  nChanged 17
		SP:Iteration 35Q (17685.260000 sec): 3 clusters
  Score: Raw -4661788.702270 + Penalty 5104.264862 = -4656684.437408
  nChanged 18
		SP:Iteration 36Q (17685.660000 sec): 3 clusters
  Score: Raw -4661792.258910 + Penalty 5104.264862 = -4656687.994048
  nChanged 13
		SP:Iteration 37Q (17686.020000 sec): 3 clusters
  Score: Raw -4661794.393739 + Penalty 5104.264862 = -4656690.128877
  nChanged 10
		SP:Iteration 38Q (17686.350000 sec): 3 clusters
  Score: Raw -4661795.977906 + Penalty 5104.264862 = -4656691.713044
  nChanged 10
		SP:Iteration 39Q (17686.730000 sec): 3 clusters
  Score: Raw -4661797.798976 + Penalty 5104.264862 = -4656693.534114
  nChanged 11
		SP:Iteration 40F (17687.100000 sec): 3 clusters
  Score: Raw -4661799.692148 + Penalty 5104.264862 = -4656695.427286
  nChanged 11
		SP:Iteration 41Q (17687.400000 sec): 3 clusters
  Score: Raw -4661801.503374 + Penalty 5104.264862 = -4656697.238512
  nChanged 7
		SP:Iteration 42Q (17687.800000 sec): 3 clusters
  Score: Raw -4661802.653914 + Penalty 5104.264862 = -4656698.389052
  nChanged 8
		SP:Iteration 43Q (17688.200000 sec): 3 clusters
  Score: Raw -4661803.772463 + Penalty 5104.264862 = -4656699.507602
  nChanged 5
		SP:Iteration 44Q (17688.560000 sec): 3 clusters
  Score: Raw -4661804.371517 + Penalty 5104.264862 = -4656700.106655
  nChanged 5
		SP:Iteration 45Q (17688.860000 sec): 3 clusters
  Score: Raw -4661805.215311 + Penalty 5104.264862 = -4656700.950449
  nChanged 6
		SP:Iteration 46Q (17689.220000 sec): 3 clusters
  Score: Raw -4661805.693115 + Penalty 5104.264862 = -4656701.428253
  nChanged 5
		SP:Iteration 47Q (17689.570000 sec): 3 clusters
  Score: Raw -4661806.463536 + Penalty 5104.264862 = -4656702.198674
  nChanged 5
		SP:Iteration 48Q (17689.880000 sec): 3 clusters
  Score: Raw -4661807.294847 + Penalty 5104.264862 = -4656703.029985
  nChanged 6
		SP:Iteration 49Q (17690.210000 sec): 3 clusters
  Score: Raw -4661808.032566 + Penalty 5104.264862 = -4656703.767704
  nChanged 6
		SP:Iteration 50Q (17690.610000 sec): 3 clusters
  Score: Raw -4661808.848703 + Penalty 5104.264862 = -4656704.583841
  nChanged 9
		SP:Iteration 51Q (17690.960000 sec): 3 clusters
  Score: Raw -4661810.001060 + Penalty 5104.264862 = -4656705.736198
  nChanged 4
		SP:Iteration 52Q (17691.340000 sec): 3 clusters
  Score: Raw -4661810.708961 + Penalty 5104.264862 = -4656706.444099
  nChanged 6
		SP:Iteration 53Q (17691.700000 sec): 3 clusters
  Score: Raw -4661811.687558 + Penalty 5104.264862 = -4656707.422696
  nChanged 11
		SP:Iteration 54Q (17692.020000 sec): 3 clusters
  Score: Raw -4661814.117010 + Penalty 5104.264862 = -4656709.852148
  nChanged 12
		SP:Iteration 55Q (17692.310000 sec): 3 clusters
  Score: Raw -4661816.275041 + Penalty 5104.264862 = -4656712.010179
  nChanged 15
		SP:Iteration 56Q (17692.670000 sec): 3 clusters
  Score: Raw -4661818.759154 + Penalty 5104.264862 = -4656714.494292
  nChanged 9
		SP:Iteration 57Q (17693.110000 sec): 3 clusters
  Score: Raw -4661819.970059 + Penalty 5104.264862 = -4656715.705197
  nChanged 12
		SP:Iteration 58Q (17693.440000 sec): 3 clusters
  Score: Raw -4661821.559569 + Penalty 5104.264862 = -4656717.294707
  nChanged 9
		SP:Iteration 59Q (17693.820000 sec): 3 clusters
  Score: Raw -4661823.301721 + Penalty 5104.264862 = -4656719.036859
  nChanged 10
		SP:Iteration 60F (17694.210000 sec): 3 clusters
  Score: Raw -4661825.114342 + Penalty 5104.264862 = -4656720.849480
  nChanged 11
		SP:Iteration 61Q (17694.600000 sec): 3 clusters
  Score: Raw -4661826.799158 + Penalty 5104.264862 = -4656722.534297
  nChanged 9
		SP:Iteration 62Q (17694.960000 sec): 3 clusters
  Score: Raw -4661828.357569 + Penalty 5104.264862 = -4656724.092707
  nChanged 12
		SP:Iteration 63Q (17695.300000 sec): 3 clusters
  Score: Raw -4661831.115102 + Penalty 5104.264862 = -4656726.850240
  nChanged 14
		SP:Iteration 64Q (17695.640000 sec): 3 clusters
  Score: Raw -4661834.092583 + Penalty 5104.264862 = -4656729.827721
  nChanged 15
		SP:Iteration 65Q (17696.050000 sec): 3 clusters
  Score: Raw -4661837.184652 + Penalty 5104.264862 = -4656732.919790
  nChanged 15
		SP:Iteration 66Q (17696.360000 sec): 3 clusters
  Score: Raw -4661840.366384 + Penalty 5104.264862 = -4656736.101522
  nChanged 20
		SP:Iteration 67Q (17696.710000 sec): 3 clusters
  Score: Raw -4661844.715991 + Penalty 5104.264862 = -4656740.451129
  nChanged 25
		SP:Iteration 68Q (17697.080000 sec): 3 clusters
  Score: Raw -4661849.431359 + Penalty 5104.264862 = -4656745.166497
  nChanged 21
		SP:Iteration 69Q (17697.440000 sec): 3 clusters
  Score: Raw -4661852.996448 + Penalty 5104.264862 = -4656748.731586
  nChanged 18
		SP:Iteration 70Q (17697.790000 sec): 3 clusters
  Score: Raw -4661856.541171 + Penalty 5104.264862 = -4656752.276309
  nChanged 17
		SP:Iteration 71Q (17698.170000 sec): 3 clusters
  Score: Raw -4661859.715531 + Penalty 5104.264862 = -4656755.450669
  nChanged 19
		SP:Iteration 72Q (17698.520000 sec): 3 clusters
  Score: Raw -4661864.034762 + Penalty 5104.264862 = -4656759.769900
  nChanged 15
		SP:Iteration 73Q (17698.910000 sec): 3 clusters
  Score: Raw -4661868.016894 + Penalty 5104.264862 = -4656763.752032
  nChanged 9
		SP:Iteration 74Q (17699.330000 sec): 3 clusters
  Score: Raw -4661869.924906 + Penalty 5104.264862 = -4656765.660044
  nChanged 6
		SP:Iteration 75Q (17699.730000 sec): 3 clusters
  Score: Raw -4661871.154669 + Penalty 5104.264862 = -4656766.889807
  nChanged 4
		SP:Iteration 76Q (17700.130000 sec): 3 clusters
  Score: Raw -4661871.512251 + Penalty 5104.264862 = -4656767.247389
  nChanged 2
		SP:Iteration 77Q (17700.470000 sec): 3 clusters
  Score: Raw -4661871.887417 + Penalty 5104.264862 = -4656767.622555
  nChanged 4
		SP:Iteration 78Q (17700.850000 sec): 3 clusters
  Score: Raw -4661872.392567 + Penalty 5104.264862 = -4656768.127705
  nChanged 4
		SP:Iteration 79Q (17701.230000 sec): 3 clusters
  Score: Raw -4661873.085602 + Penalty 5104.264862 = -4656768.820740
  nChanged 6
		SP:Iteration 80F (17701.550000 sec): 3 clusters
  Score: Raw -4661873.798086 + Penalty 5104.264862 = -4656769.533224
  nChanged 4
		SP:Iteration 81Q (17701.930000 sec): 3 clusters
  Score: Raw -4661874.136209 + Penalty 5104.264862 = -4656769.871347
  nChanged 3
		SP:Iteration 82Q (17702.270000 sec): 3 clusters
  Score: Raw -4661874.487600 + Penalty 5104.264862 = -4656770.222738
  nChanged 5
		SP:Iteration 83Q (17702.640000 sec): 3 clusters
  Score: Raw -4661875.122909 + Penalty 5104.264862 = -4656770.858047
  nChanged 4
		SP:Iteration 84Q (17703.020000 sec): 3 clusters
  Score: Raw -4661875.600938 + Penalty 5104.264862 = -4656771.336076
  nChanged 4
		SP:Iteration 85Q (17703.420000 sec): 3 clusters
  Score: Raw -4661876.187920 + Penalty 5104.264862 = -4656771.923058
  nChanged 2
		SP:Iteration 86Q (17703.810000 sec): 3 clusters
  Score: Raw -4661876.349534 + Penalty 5104.264862 = -4656772.084673
  nChanged 2
		SP:Iteration 87Q (17704.120000 sec): 3 clusters
  Score: Raw -4661876.855729 + Penalty 5104.264862 = -4656772.590867
  nChanged 2
		SP:Iteration 88Q (17704.500000 sec): 3 clusters
  Score: Raw -4661877.236627 + Penalty 5104.264862 = -4656772.971765
  nChanged 2
		SP:Iteration 89Q (17704.880000 sec): 3 clusters
  Score: Raw -4661877.444294 + Penalty 5104.264862 = -4656773.179432
  nChanged 2
		SP:Iteration 90Q (17705.240000 sec): 3 clusters
  Score: Raw -4661877.629694 + Penalty 5104.264862 = -4656773.364832
  nChanged 1
		SP:Iteration 91Q (17705.600000 sec): 3 clusters
  Score: Raw -4661877.778130 + Penalty 5104.264862 = -4656773.513268
  nChanged 3
		SP:Iteration 92Q (17706.040000 sec): 3 clusters
  Score: Raw -4661878.355056 + Penalty 5104.264862 = -4656774.090194
  nChanged 5
		SP:Iteration 93Q (17706.390000 sec): 3 clusters
  Score: Raw -4661879.462723 + Penalty 5104.264862 = -4656775.197861
  nChanged 7
		SP:Iteration 94Q (17706.690000 sec): 3 clusters
  Score: Raw -4661880.428061 + Penalty 5104.264862 = -4656776.163199
  nChanged 4
		SP:Iteration 95Q (17707.030000 sec): 3 clusters
  Score: Raw -4661880.888126 + Penalty 5104.264862 = -4656776.623264
  nChanged 3
		SP:Iteration 96Q (17707.410000 sec): 3 clusters
  Score: Raw -4661881.383140 + Penalty 5104.264862 = -4656777.118278
  nChanged 2
		SP:Iteration 97Q (17707.720000 sec): 3 clusters
  Score: Raw -4661881.511092 + Penalty 5104.264862 = -4656777.246230
  nChanged 0
		SP:Iteration 98F (17708.070000 sec): 3 clusters
  Score: Raw -4661881.511092 + Penalty 5104.264862 = -4656777.246230
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (20530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17708.270000 sec): 2 clusters
  Score: Raw -3272927.035691 + Penalty 2462.551342 = -3270464.484348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17708.510000 sec): 3 clusters
  Score: Raw -3260910.084557 + Penalty 4925.102685 = -3255984.981872
  nChanged 9121
		SP:Iteration 1F (17708.810000 sec): 3 clusters
  Score: Raw -3265997.430793 + Penalty 4925.102685 = -3261072.328108
  nChanged 1329
		SP:Iteration 2F (17709.130000 sec): 3 clusters
  Score: Raw -3266749.599099 + Penalty 4925.102685 = -3261824.496414
  nChanged 1401
		SP:Iteration 3F (17709.440000 sec): 3 clusters
  Score: Raw -3267789.161951 + Penalty 4925.102685 = -3262864.059266
  nChanged 1518
		SP:Iteration 4F (17709.730000 sec): 3 clusters
  Score: Raw -3269004.409804 + Penalty 4925.102685 = -3264079.307119
  nChanged 1525
		SP:Iteration 5F (17710.060000 sec): 3 clusters
  Score: Raw -3270182.375099 + Penalty 4925.102685 = -3265257.272414
  nChanged 1333
		SP:Iteration 6F (17710.330000 sec): 3 clusters
  Score: Raw -3271077.046189 + Penalty 4925.102685 = -3266151.943504
  nChanged 1045
		SP:Iteration 7F (17710.740000 sec): 3 clusters
  Score: Raw -3271672.534563 + Penalty 4925.102685 = -3266747.431878
  nChanged 777
		SP:Iteration 8Q (17711.080000 sec): 3 clusters
  Score: Raw -3272047.337844 + Penalty 4925.102685 = -3267122.235159
  nChanged 640
		SP:Iteration 9Q (17711.430000 sec): 3 clusters
  Score: Raw -3272334.598243 + Penalty 4925.102685 = -3267409.495558
  nChanged 545
		SP:Iteration 10Q (17711.760000 sec): 3 clusters
  Score: Raw -3272548.977489 + Penalty 4925.102685 = -3267623.874804
  nChanged 420
		SP:Iteration 11Q (17712.080000 sec): 3 clusters
  Score: Raw -3272714.950623 + Penalty 4925.102685 = -3267789.847938
  nChanged 377
		SP:Iteration 12Q (17712.460000 sec): 3 clusters
  Score: Raw -3272852.894210 + Penalty 4925.102685 = -3267927.791525
  nChanged 352
		SP:Iteration 13Q (17712.720000 sec): 3 clusters
  Score: Raw -3272968.421530 + Penalty 4925.102685 = -3268043.318845
  nChanged 314
		SP:Iteration 14Q (17713.080000 sec): 3 clusters
  Score: Raw -3273070.337284 + Penalty 4925.102685 = -3268145.234599
  nChanged 322
		SP:Iteration 15Q (17713.410000 sec): 3 clusters
  Score: Raw -3273160.540377 + Penalty 4925.102685 = -3268235.437692
  nChanged 293
		SP:Iteration 16Q (17713.750000 sec): 3 clusters
  Score: Raw -3273242.515116 + Penalty 4925.102685 = -3268317.412431
  nChanged 285
		SP:Iteration 17Q (17714.090000 sec): 3 clusters
  Score: Raw -3273314.209259 + Penalty 4925.102685 = -3268389.106574
  nChanged 267
		SP:Iteration 18Q (17714.460000 sec): 3 clusters
  Score: Raw -3273380.380284 + Penalty 4925.102685 = -3268455.277599
  nChanged 280
		SP:Iteration 19Q (17714.750000 sec): 3 clusters
  Score: Raw -3273444.443005 + Penalty 4925.102685 = -3268519.340320
  nChanged 247
		SP:Iteration 20F (17715.090000 sec): 3 clusters
  Score: Raw -3273499.328872 + Penalty 4925.102685 = -3268574.226188
  nChanged 226
		SP:Iteration 21Q (17715.470000 sec): 3 clusters
  Score: Raw -3273546.750928 + Penalty 4925.102685 = -3268621.648244
  nChanged 243
		SP:Iteration 22Q (17715.790000 sec): 3 clusters
  Score: Raw -3273601.399789 + Penalty 4925.102685 = -3268676.297104
  nChanged 227
		SP:Iteration 23Q (17716.160000 sec): 3 clusters
  Score: Raw -3273651.809653 + Penalty 4925.102685 = -3268726.706968
  nChanged 235
		SP:Iteration 24Q (17716.490000 sec): 3 clusters
  Score: Raw -3273703.588809 + Penalty 4925.102685 = -3268778.486124
  nChanged 246
		SP:Iteration 25Q (17716.850000 sec): 3 clusters
  Score: Raw -3273757.977621 + Penalty 4925.102685 = -3268832.874936
  nChanged 203
		SP:Iteration 26Q (17717.220000 sec): 3 clusters
  Score: Raw -3273799.762937 + Penalty 4925.102685 = -3268874.660252
  nChanged 192
		SP:Iteration 27Q (17717.550000 sec): 3 clusters
  Score: Raw -3273840.735381 + Penalty 4925.102685 = -3268915.632696
  nChanged 199
		SP:Iteration 28Q (17717.900000 sec): 3 clusters
  Score: Raw -3273883.682557 + Penalty 4925.102685 = -3268958.579872
  nChanged 196
		SP:Iteration 29Q (17718.250000 sec): 3 clusters
  Score: Raw -3273924.402935 + Penalty 4925.102685 = -3268999.300250
  nChanged 166
		SP:Iteration 30Q (17718.570000 sec): 3 clusters
  Score: Raw -3273963.230211 + Penalty 4925.102685 = -3269038.127526
  nChanged 180
		SP:Iteration 31Q (17718.910000 sec): 3 clusters
  Score: Raw -3274004.901037 + Penalty 4925.102685 = -3269079.798352
  nChanged 158
		SP:Iteration 32Q (17719.180000 sec): 3 clusters
  Score: Raw -3274041.486526 + Penalty 4925.102685 = -3269116.383841
  nChanged 170
		SP:Iteration 33Q (17719.500000 sec): 3 clusters
  Score: Raw -3274088.313936 + Penalty 4925.102685 = -3269163.211251
  nChanged 196
		SP:Iteration 34Q (17719.790000 sec): 3 clusters
  Score: Raw -3274145.474271 + Penalty 4925.102685 = -3269220.371587
  nChanged 209
		SP:Iteration 35Q (17720.090000 sec): 3 clusters
  Score: Raw -3274208.093658 + Penalty 4925.102685 = -3269282.990973
  nChanged 192
		SP:Iteration 36Q (17720.440000 sec): 3 clusters
  Score: Raw -3274266.028060 + Penalty 4925.102685 = -3269340.925375
  nChanged 203
		SP:Iteration 37Q (17720.750000 sec): 3 clusters
  Score: Raw -3274325.105382 + Penalty 4925.102685 = -3269400.002697
  nChanged 191
		SP:Iteration 38Q (17721.050000 sec): 3 clusters
  Score: Raw -3274387.639535 + Penalty 4925.102685 = -3269462.536850
  nChanged 196
		SP:Iteration 39Q (17721.370000 sec): 3 clusters
  Score: Raw -3274450.737120 + Penalty 4925.102685 = -3269525.634435
  nChanged 186
		SP:Iteration 40F (17721.660000 sec): 3 clusters
  Score: Raw -3274514.121430 + Penalty 4925.102685 = -3269589.018745
  nChanged 159
		SP:Iteration 41Q (17721.920000 sec): 3 clusters
  Score: Raw -3274560.964713 + Penalty 4925.102685 = -3269635.862028
  nChanged 149
		SP:Iteration 42Q (17722.280000 sec): 3 clusters
  Score: Raw -3274601.774085 + Penalty 4925.102685 = -3269676.671400
  nChanged 115
		SP:Iteration 43Q (17722.600000 sec): 3 clusters
  Score: Raw -3274626.189151 + Penalty 4925.102685 = -3269701.086466
  nChanged 88
		SP:Iteration 44Q (17722.990000 sec): 3 clusters
  Score: Raw -3274642.755778 + Penalty 4925.102685 = -3269717.653093
  nChanged 65
		SP:Iteration 45Q (17723.310000 sec): 3 clusters
  Score: Raw -3274655.351462 + Penalty 4925.102685 = -3269730.248777
  nChanged 63
		SP:Iteration 46Q (17723.610000 sec): 3 clusters
  Score: Raw -3274666.481819 + Penalty 4925.102685 = -3269741.379134
  nChanged 50
		SP:Iteration 47Q (17723.910000 sec): 3 clusters
  Score: Raw -3274674.872420 + Penalty 4925.102685 = -3269749.769735
  nChanged 43
		SP:Iteration 48Q (17724.190000 sec): 3 clusters
  Score: Raw -3274682.036007 + Penalty 4925.102685 = -3269756.933322
  nChanged 41
		SP:Iteration 49Q (17724.530000 sec): 3 clusters
  Score: Raw -3274688.572698 + Penalty 4925.102685 = -3269763.470013
  nChanged 42
		SP:Iteration 50Q (17724.890000 sec): 3 clusters
  Score: Raw -3274695.186253 + Penalty 4925.102685 = -3269770.083568
  nChanged 35
		SP:Iteration 51Q (17725.280000 sec): 3 clusters
  Score: Raw -3274700.510817 + Penalty 4925.102685 = -3269775.408132
  nChanged 33
		SP:Iteration 52Q (17725.630000 sec): 3 clusters
  Score: Raw -3274706.020965 + Penalty 4925.102685 = -3269780.918280
  nChanged 31
		SP:Iteration 53Q (17725.980000 sec): 3 clusters
  Score: Raw -3274710.713260 + Penalty 4925.102685 = -3269785.610575
  nChanged 30
		SP:Iteration 54Q (17726.310000 sec): 3 clusters
  Score: Raw -3274714.728491 + Penalty 4925.102685 = -3269789.625806
  nChanged 25
		SP:Iteration 55Q (17726.650000 sec): 3 clusters
  Score: Raw -3274718.127218 + Penalty 4925.102685 = -3269793.024533
  nChanged 25
		SP:Iteration 56Q (17727.060000 sec): 3 clusters
  Score: Raw -3274721.227583 + Penalty 4925.102685 = -3269796.124898
  nChanged 17
		SP:Iteration 57Q (17727.390000 sec): 3 clusters
  Score: Raw -3274723.596805 + Penalty 4925.102685 = -3269798.494120
  nChanged 12
		SP:Iteration 58Q (17727.750000 sec): 3 clusters
  Score: Raw -3274725.115544 + Penalty 4925.102685 = -3269800.012859
  nChanged 12
		SP:Iteration 59Q (17728.120000 sec): 3 clusters
  Score: Raw -3274726.732286 + Penalty 4925.102685 = -3269801.629601
  nChanged 13
		SP:Iteration 60F (17728.470000 sec): 3 clusters
  Score: Raw -3274728.395139 + Penalty 4925.102685 = -3269803.292454
  nChanged 14
		SP:Iteration 61Q (17728.760000 sec): 3 clusters
  Score: Raw -3274730.084004 + Penalty 4925.102685 = -3269804.981319
  nChanged 15
		SP:Iteration 62Q (17729.110000 sec): 3 clusters
  Score: Raw -3274732.009846 + Penalty 4925.102685 = -3269806.907161
  nChanged 10
		SP:Iteration 63Q (17729.410000 sec): 3 clusters
  Score: Raw -3274733.315538 + Penalty 4925.102685 = -3269808.212853
  nChanged 8
		SP:Iteration 64Q (17729.740000 sec): 3 clusters
  Score: Raw -3274734.716579 + Penalty 4925.102685 = -3269809.613894
  nChanged 8
		SP:Iteration 65Q (17730.050000 sec): 3 clusters
  Score: Raw -3274735.832633 + Penalty 4925.102685 = -3269810.729948
  nChanged 6
		SP:Iteration 66Q (17730.390000 sec): 3 clusters
  Score: Raw -3274736.564008 + Penalty 4925.102685 = -3269811.461323
  nChanged 4
		SP:Iteration 67Q (17730.730000 sec): 3 clusters
  Score: Raw -3274737.080687 + Penalty 4925.102685 = -3269811.978002
  nChanged 3
		SP:Iteration 68Q (17731.020000 sec): 3 clusters
  Score: Raw -3274737.369232 + Penalty 4925.102685 = -3269812.266547
  nChanged 3
		SP:Iteration 69Q (17731.340000 sec): 3 clusters
  Score: Raw -3274737.711322 + Penalty 4925.102685 = -3269812.608637
  nChanged 3
		SP:Iteration 70Q (17731.670000 sec): 3 clusters
  Score: Raw -3274737.966324 + Penalty 4925.102685 = -3269812.863639
  nChanged 1
		SP:Iteration 71Q (17731.900000 sec): 3 clusters
  Score: Raw -3274738.029780 + Penalty 4925.102685 = -3269812.927095
  nChanged 1
		SP:Iteration 72Q (17732.270000 sec): 3 clusters
  Score: Raw -3274738.126293 + Penalty 4925.102685 = -3269813.023608
  nChanged 1
		SP:Iteration 73Q (17732.570000 sec): 3 clusters
  Score: Raw -3274738.213869 + Penalty 4925.102685 = -3269813.111184
  nChanged 0
		SP:Iteration 74F (17732.800000 sec): 3 clusters
  Score: Raw -3274738.213869 + Penalty 4925.102685 = -3269813.111184
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (4222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17732.920000 sec): 2 clusters
  Score: Raw -631166.127642 + Penalty 2070.319929 = -629095.807714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17733.080000 sec): 3 clusters
  Score: Raw -629214.662701 + Penalty 4140.639857 = -625074.022844
  nChanged 1623
		SP:Iteration 1F (17733.290000 sec): 3 clusters
  Score: Raw -630255.745505 + Penalty 4140.639857 = -626115.105648
  nChanged 355
		SP:Iteration 2F (17733.500000 sec): 3 clusters
  Score: Raw -630520.527066 + Penalty 4140.639857 = -626379.887208
  nChanged 233
		SP:Iteration 3F (17733.720000 sec): 3 clusters
  Score: Raw -630689.070687 + Penalty 4140.639857 = -626548.430830
  nChanged 181
		SP:Iteration 4Q (17733.940000 sec): 3 clusters
  Score: Raw -630807.529843 + Penalty 4140.639857 = -626666.889986
  nChanged 154
		SP:Iteration 5Q (17734.170000 sec): 3 clusters
  Score: Raw -630905.914763 + Penalty 4140.639857 = -626765.274905
  nChanged 124
		SP:Iteration 6Q (17734.390000 sec): 3 clusters
  Score: Raw -630994.554746 + Penalty 4140.639857 = -626853.914889
  nChanged 125
		SP:Iteration 7Q (17734.590000 sec): 3 clusters
  Score: Raw -631088.374116 + Penalty 4140.639857 = -626947.734258
  nChanged 114
		SP:Iteration 8Q (17734.750000 sec): 3 clusters
  Score: Raw -631175.226956 + Penalty 4140.639857 = -627034.587098
  nChanged 101
		SP:Iteration 9Q (17735.000000 sec): 3 clusters
  Score: Raw -631242.432745 + Penalty 4140.639857 = -627101.792887
  nChanged 99
		SP:Iteration 10Q (17735.220000 sec): 3 clusters
  Score: Raw -631299.891373 + Penalty 4140.639857 = -627159.251515
  nChanged 79
		SP:Iteration 11Q (17735.440000 sec): 3 clusters
  Score: Raw -631342.515223 + Penalty 4140.639857 = -627201.875366
  nChanged 66
		SP:Iteration 12Q (17735.720000 sec): 3 clusters
  Score: Raw -631377.104455 + Penalty 4140.639857 = -627236.464598
  nChanged 64
		SP:Iteration 13Q (17735.940000 sec): 3 clusters
  Score: Raw -631407.301691 + Penalty 4140.639857 = -627266.661834
  nChanged 50
		SP:Iteration 14Q (17736.150000 sec): 3 clusters
  Score: Raw -631435.129724 + Penalty 4140.639857 = -627294.489867
  nChanged 52
		SP:Iteration 15Q (17736.350000 sec): 3 clusters
  Score: Raw -631460.425940 + Penalty 4140.639857 = -627319.786083
  nChanged 38
		SP:Iteration 16Q (17736.560000 sec): 3 clusters
  Score: Raw -631476.636217 + Penalty 4140.639857 = -627335.996360
  nChanged 34
		SP:Iteration 17Q (17736.740000 sec): 3 clusters
  Score: Raw -631490.108952 + Penalty 4140.639857 = -627349.469095
  nChanged 26
		SP:Iteration 18Q (17736.950000 sec): 3 clusters
  Score: Raw -631498.851250 + Penalty 4140.639857 = -627358.211393
  nChanged 14
		SP:Iteration 19Q (17737.140000 sec): 3 clusters
  Score: Raw -631504.292588 + Penalty 4140.639857 = -627363.652731
  nChanged 15
		SP:Iteration 20F (17737.320000 sec): 3 clusters
  Score: Raw -631510.679941 + Penalty 4140.639857 = -627370.040084
  nChanged 26
		SP:Iteration 21Q (17737.560000 sec): 3 clusters
  Score: Raw -631521.355090 + Penalty 4140.639857 = -627380.715233
  nChanged 27
		SP:Iteration 22Q (17737.810000 sec): 3 clusters
  Score: Raw -631530.824873 + Penalty 4140.639857 = -627390.185015
  nChanged 18
		SP:Iteration 23Q (17738.060000 sec): 3 clusters
  Score: Raw -631535.031935 + Penalty 4140.639857 = -627394.392078
  nChanged 11
		SP:Iteration 24Q (17738.240000 sec): 3 clusters
  Score: Raw -631538.716453 + Penalty 4140.639857 = -627398.076596
  nChanged 12
		SP:Iteration 25Q (17738.400000 sec): 3 clusters
  Score: Raw -631542.585745 + Penalty 4140.639857 = -627401.945888
  nChanged 9
		SP:Iteration 26Q (17738.550000 sec): 3 clusters
  Score: Raw -631545.380672 + Penalty 4140.639857 = -627404.740814
  nChanged 11
		SP:Iteration 27Q (17738.740000 sec): 3 clusters
  Score: Raw -631548.257935 + Penalty 4140.639857 = -627407.618077
  nChanged 7
		SP:Iteration 28Q (17738.900000 sec): 3 clusters
  Score: Raw -631549.918995 + Penalty 4140.639857 = -627409.279138
  nChanged 8
		SP:Iteration 29Q (17739.070000 sec): 3 clusters
  Score: Raw -631551.361232 + Penalty 4140.639857 = -627410.721375
  nChanged 5
		SP:Iteration 30Q (17739.210000 sec): 3 clusters
  Score: Raw -631552.321809 + Penalty 4140.639857 = -627411.681951
  nChanged 3
		SP:Iteration 31Q (17739.380000 sec): 3 clusters
  Score: Raw -631552.735086 + Penalty 4140.639857 = -627412.095229
  nChanged 6
		SP:Iteration 32Q (17739.510000 sec): 3 clusters
  Score: Raw -631553.951377 + Penalty 4140.639857 = -627413.311520
  nChanged 3
		SP:Iteration 33Q (17739.710000 sec): 3 clusters
  Score: Raw -631554.429995 + Penalty 4140.639857 = -627413.790138
  nChanged 4
		SP:Iteration 34Q (17739.880000 sec): 3 clusters
  Score: Raw -631555.687398 + Penalty 4140.639857 = -627415.047541
  nChanged 3
		SP:Iteration 35Q (17740.050000 sec): 3 clusters
  Score: Raw -631557.259842 + Penalty 4140.639857 = -627416.619984
  nChanged 7
		SP:Iteration 36Q (17740.220000 sec): 3 clusters
  Score: Raw -631559.179972 + Penalty 4140.639857 = -627418.540115
  nChanged 4
		SP:Iteration 37Q (17740.350000 sec): 3 clusters
  Score: Raw -631560.189507 + Penalty 4140.639857 = -627419.549649
  nChanged 6
		SP:Iteration 38Q (17740.550000 sec): 3 clusters
  Score: Raw -631562.267800 + Penalty 4140.639857 = -627421.627942
  nChanged 6
		SP:Iteration 39Q (17740.680000 sec): 3 clusters
  Score: Raw -631564.730547 + Penalty 4140.639857 = -627424.090690
  nChanged 4
		SP:Iteration 40F (17740.890000 sec): 3 clusters
  Score: Raw -631565.755048 + Penalty 4140.639857 = -627425.115191
  nChanged 8
		SP:Iteration 41Q (17741.060000 sec): 3 clusters
  Score: Raw -631568.644664 + Penalty 4140.639857 = -627428.004806
  nChanged 9
		SP:Iteration 42Q (17741.210000 sec): 3 clusters
  Score: Raw -631572.395353 + Penalty 4140.639857 = -627431.755496
  nChanged 8
		SP:Iteration 43Q (17741.390000 sec): 3 clusters
  Score: Raw -631575.550330 + Penalty 4140.639857 = -627434.910472
  nChanged 13
		SP:Iteration 44Q (17741.540000 sec): 3 clusters
  Score: Raw -631580.044607 + Penalty 4140.639857 = -627439.404749
  nChanged 16
		SP:Iteration 45Q (17741.750000 sec): 3 clusters
  Score: Raw -631585.960691 + Penalty 4140.639857 = -627445.320833
  nChanged 20
		SP:Iteration 46Q (17741.910000 sec): 3 clusters
  Score: Raw -631595.376331 + Penalty 4140.639857 = -627454.736473
  nChanged 16
		SP:Iteration 47Q (17742.040000 sec): 3 clusters
  Score: Raw -631603.553546 + Penalty 4140.639857 = -627462.913689
  nChanged 22
		SP:Iteration 48Q (17742.180000 sec): 3 clusters
  Score: Raw -631611.931722 + Penalty 4140.639857 = -627471.291864
  nChanged 22
		SP:Iteration 49Q (17742.330000 sec): 3 clusters
  Score: Raw -631621.750025 + Penalty 4140.639857 = -627481.110168
  nChanged 25
		SP:Iteration 50Q (17742.520000 sec): 3 clusters
  Score: Raw -631630.094645 + Penalty 4140.639857 = -627489.454788
  nChanged 24
		SP:Iteration 51Q (17742.690000 sec): 3 clusters
  Score: Raw -631640.541557 + Penalty 4140.639857 = -627499.901700
  nChanged 25
		SP:Iteration 52Q (17742.880000 sec): 3 clusters
  Score: Raw -631650.754272 + Penalty 4140.639857 = -627510.114414
  nChanged 19
		SP:Iteration 53Q (17742.990000 sec): 3 clusters
  Score: Raw -631658.238051 + Penalty 4140.639857 = -627517.598194
  nChanged 16
		SP:Iteration 54Q (17743.140000 sec): 3 clusters
  Score: Raw -631665.282769 + Penalty 4140.639857 = -627524.642912
  nChanged 18
		SP:Iteration 55Q (17743.330000 sec): 3 clusters
  Score: Raw -631671.447819 + Penalty 4140.639857 = -627530.807961
  nChanged 15
		SP:Iteration 56Q (17743.460000 sec): 3 clusters
  Score: Raw -631676.649138 + Penalty 4140.639857 = -627536.009281
  nChanged 8
		SP:Iteration 57Q (17743.640000 sec): 3 clusters
  Score: Raw -631678.527488 + Penalty 4140.639857 = -627537.887631
  nChanged 7
		SP:Iteration 58Q (17743.790000 sec): 3 clusters
  Score: Raw -631680.479365 + Penalty 4140.639857 = -627539.839508
  nChanged 8
		SP:Iteration 59Q (17743.940000 sec): 3 clusters
  Score: Raw -631683.708450 + Penalty 4140.639857 = -627543.068593
  nChanged 13
		SP:Iteration 60F (17744.090000 sec): 3 clusters
  Score: Raw -631692.901149 + Penalty 4140.639857 = -627552.261291
  nChanged 29
		SP:Iteration 61Q (17744.300000 sec): 3 clusters
  Score: Raw -631710.198595 + Penalty 4140.639857 = -627569.558738
  nChanged 33
		SP:Iteration 62Q (17744.430000 sec): 3 clusters
  Score: Raw -631725.552973 + Penalty 4140.639857 = -627584.913116
  nChanged 38
		SP:Iteration 63Q (17744.570000 sec): 3 clusters
  Score: Raw -631745.163779 + Penalty 4140.639857 = -627604.523921
  nChanged 45
		SP:Iteration 64Q (17744.770000 sec): 3 clusters
  Score: Raw -631781.574212 + Penalty 4140.639857 = -627640.934355
  nChanged 69
		SP:Iteration 65Q (17744.940000 sec): 3 clusters
  Score: Raw -631851.608952 + Penalty 4140.639857 = -627710.969095
  nChanged 90
		SP:Iteration 66Q (17745.120000 sec): 3 clusters
  Score: Raw -631963.807905 + Penalty 4140.639857 = -627823.168047
  nChanged 107
		SP:Iteration 67Q (17745.350000 sec): 3 clusters
  Score: Raw -632074.855987 + Penalty 4140.639857 = -627934.216130
  nChanged 105
		SP:Iteration 68Q (17745.520000 sec): 3 clusters
  Score: Raw -632174.973602 + Penalty 4140.639857 = -628034.333745
  nChanged 93
		SP:Iteration 69Q (17745.650000 sec): 3 clusters
  Score: Raw -632261.328976 + Penalty 4140.639857 = -628120.689118
  nChanged 80
		SP:Iteration 70Q (17745.840000 sec): 3 clusters
  Score: Raw -632326.955057 + Penalty 4140.639857 = -628186.315199
  nChanged 71
		SP:Iteration 71Q (17746.010000 sec): 3 clusters
  Score: Raw -632388.160569 + Penalty 4140.639857 = -628247.520712
  nChanged 47
		SP:Iteration 72Q (17746.190000 sec): 3 clusters
  Score: Raw -632427.251182 + Penalty 4140.639857 = -628286.611325
  nChanged 39
		SP:Iteration 73Q (17746.350000 sec): 3 clusters
  Score: Raw -632450.279340 + Penalty 4140.639857 = -628309.639483
  nChanged 30
		SP:Iteration 74Q (17746.510000 sec): 3 clusters
  Score: Raw -632471.132557 + Penalty 4140.639857 = -628330.492699
  nChanged 25
		SP:Iteration 75Q (17746.660000 sec): 3 clusters
  Score: Raw -632485.499865 + Penalty 4140.639857 = -628344.860008
  nChanged 17
		SP:Iteration 76Q (17746.870000 sec): 3 clusters
  Score: Raw -632495.712741 + Penalty 4140.639857 = -628355.072884
  nChanged 8
		SP:Iteration 77Q (17746.990000 sec): 3 clusters
  Score: Raw -632498.677385 + Penalty 4140.639857 = -628358.037528
  nChanged 2
		SP:Iteration 78Q (17747.130000 sec): 3 clusters
  Score: Raw -632499.573203 + Penalty 4140.639857 = -628358.933346
  nChanged 3
		SP:Iteration 79Q (17747.280000 sec): 3 clusters
  Score: Raw -632500.755028 + Penalty 4140.639857 = -628360.115171
  nChanged 2
		SP:Iteration 80F (17747.470000 sec): 3 clusters
  Score: Raw -632502.177193 + Penalty 4140.639857 = -628361.537335
  nChanged 3
		SP:Iteration 81Q (17747.630000 sec): 3 clusters
  Score: Raw -632503.103056 + Penalty 4140.639857 = -628362.463199
  nChanged 0
		SP:Iteration 82F (17747.810000 sec): 3 clusters
  Score: Raw -632503.103056 + Penalty 4140.639857 = -628362.463199
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (157456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17748.990000 sec): 2 clusters
  Score: Raw -25501051.482421 + Penalty 2967.791531 = -25498083.690890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17750.350000 sec): 3 clusters
  Score: Raw -25398467.800576 + Penalty 5935.583061 = -25392532.217515
  nChanged 75352
		SP:Iteration 1F (17751.590000 sec): 3 clusters
  Score: Raw -25442257.995317 + Penalty 5935.583061 = -25436322.412256
  nChanged 4976
		SP:Iteration 2Q (17752.840000 sec): 3 clusters
  Score: Raw -25443459.974214 + Penalty 5935.583061 = -25437524.391153
  nChanged 5244
		SP:Iteration 3Q (17754.210000 sec): 3 clusters
  Score: Raw -25444952.201273 + Penalty 5935.583061 = -25439016.618211
  nChanged 5764
		SP:Iteration 4Q (17755.560000 sec): 3 clusters
  Score: Raw -25446964.707991 + Penalty 5935.583061 = -25441029.124929
  nChanged 6615
		SP:Iteration 5Q (17756.910000 sec): 3 clusters
  Score: Raw -25449803.558503 + Penalty 5935.583061 = -25443867.975442
  nChanged 7723
		SP:Iteration 6Q (17758.280000 sec): 3 clusters
  Score: Raw -25453851.842399 + Penalty 5935.583061 = -25447916.259338
  nChanged 9001
		SP:Iteration 7F (17759.800000 sec): 3 clusters
  Score: Raw -25459765.119951 + Penalty 5935.583061 = -25453829.536890
  nChanged 10341
		SP:Iteration 8F (17761.250000 sec): 3 clusters
  Score: Raw -25467925.505769 + Penalty 5935.583061 = -25461989.922708
  nChanged 10737
		SP:Iteration 9F (17762.710000 sec): 3 clusters
  Score: Raw -25476578.278122 + Penalty 5935.583061 = -25470642.695061
  nChanged 9100
		SP:Iteration 10F (17764.220000 sec): 3 clusters
  Score: Raw -25482341.463027 + Penalty 5935.583061 = -25476405.879965
  nChanged 6339
		SP:Iteration 11Q (17765.780000 sec): 3 clusters
  Score: Raw -25484995.083320 + Penalty 5935.583061 = -25479059.500259
  nChanged 3994
		SP:Iteration 12Q (17767.360000 sec): 3 clusters
  Score: Raw -25486114.190795 + Penalty 5935.583061 = -25480178.607734
  nChanged 2566
		SP:Iteration 13Q (17768.890000 sec): 3 clusters
  Score: Raw -25486669.859729 + Penalty 5935.583061 = -25480734.276668
  nChanged 1879
		SP:Iteration 14Q (17770.440000 sec): 3 clusters
  Score: Raw -25487007.747880 + Penalty 5935.583061 = -25481072.164819
  nChanged 1458
		SP:Iteration 15Q (17771.820000 sec): 3 clusters
  Score: Raw -25487238.170970 + Penalty 5935.583061 = -25481302.587908
  nChanged 1255
		SP:Iteration 16Q (17773.190000 sec): 3 clusters
  Score: Raw -25487412.399517 + Penalty 5935.583061 = -25481476.816456
  nChanged 1104
		SP:Iteration 17Q (17774.500000 sec): 3 clusters
  Score: Raw -25487555.641997 + Penalty 5935.583061 = -25481620.058936
  nChanged 987
		SP:Iteration 18Q (17775.730000 sec): 3 clusters
  Score: Raw -25487673.686710 + Penalty 5935.583061 = -25481738.103648
  nChanged 921
		SP:Iteration 19Q (17777.080000 sec): 3 clusters
  Score: Raw -25487777.431066 + Penalty 5935.583061 = -25481841.848004
  nChanged 895
		SP:Iteration 20F (17778.210000 sec): 3 clusters
  Score: Raw -25487881.236512 + Penalty 5935.583061 = -25481945.653451
  nChanged 866
		SP:Iteration 21Q (17779.570000 sec): 3 clusters
  Score: Raw -25487975.265043 + Penalty 5935.583061 = -25482039.681981
  nChanged 813
		SP:Iteration 22Q (17780.830000 sec): 3 clusters
  Score: Raw -25488059.583756 + Penalty 5935.583061 = -25482124.000695
  nChanged 809
		SP:Iteration 23Q (17782.290000 sec): 3 clusters
  Score: Raw -25488141.628849 + Penalty 5935.583061 = -25482206.045787
  nChanged 823
		SP:Iteration 24Q (17783.850000 sec): 3 clusters
  Score: Raw -25488228.317295 + Penalty 5935.583061 = -25482292.734234
  nChanged 862
		SP:Iteration 25Q (17785.070000 sec): 3 clusters
  Score: Raw -25488321.617407 + Penalty 5935.583061 = -25482386.034346
  nChanged 899
		SP:Iteration 26Q (17786.450000 sec): 3 clusters
  Score: Raw -25488421.298616 + Penalty 5935.583061 = -25482485.715554
  nChanged 919
		SP:Iteration 27Q (17787.760000 sec): 3 clusters
  Score: Raw -25488524.867855 + Penalty 5935.583061 = -25482589.284793
  nChanged 926
		SP:Iteration 28Q (17789.150000 sec): 3 clusters
  Score: Raw -25488633.610658 + Penalty 5935.583061 = -25482698.027596
  nChanged 961
		SP:Iteration 29Q (17790.490000 sec): 3 clusters
  Score: Raw -25488745.849911 + Penalty 5935.583061 = -25482810.266850
  nChanged 1002
		SP:Iteration 30Q (17791.930000 sec): 3 clusters
  Score: Raw -25488867.095852 + Penalty 5935.583061 = -25482931.512791
  nChanged 1077
		SP:Iteration 31Q (17793.210000 sec): 3 clusters
  Score: Raw -25488996.989889 + Penalty 5935.583061 = -25483061.406827
  nChanged 1091
		SP:Iteration 32Q (17794.490000 sec): 3 clusters
  Score: Raw -25489133.277740 + Penalty 5935.583061 = -25483197.694678
  nChanged 1141
		SP:Iteration 33Q (17795.820000 sec): 3 clusters
  Score: Raw -25489274.454939 + Penalty 5935.583061 = -25483338.871878
  nChanged 1102
		SP:Iteration 34Q (17797.260000 sec): 3 clusters
  Score: Raw -25489409.486328 + Penalty 5935.583061 = -25483473.903267
  nChanged 1129
		SP:Iteration 35Q (17798.720000 sec): 3 clusters
  Score: Raw -25489555.784273 + Penalty 5935.583061 = -25483620.201212
  nChanged 1196
		SP:Iteration 36Q (17800.010000 sec): 3 clusters
  Score: Raw -25489720.479170 + Penalty 5935.583061 = -25483784.896109
  nChanged 1247
		SP:Iteration 37Q (17801.250000 sec): 3 clusters
  Score: Raw -25489903.405724 + Penalty 5935.583061 = -25483967.822663
  nChanged 1275
		SP:Iteration 38Q (17802.620000 sec): 3 clusters
  Score: Raw -25490096.228232 + Penalty 5935.583061 = -25484160.645171
  nChanged 1329
		SP:Iteration 39Q (17803.840000 sec): 3 clusters
  Score: Raw -25490297.459585 + Penalty 5935.583061 = -25484361.876524
  nChanged 1315
		SP:Iteration 40F (17805.110000 sec): 3 clusters
  Score: Raw -25490507.072016 + Penalty 5935.583061 = -25484571.488955
  nChanged 1360
		SP:Iteration 41Q (17806.430000 sec): 3 clusters
  Score: Raw -25490731.254390 + Penalty 5935.583061 = -25484795.671329
  nChanged 1390
		SP:Iteration 42Q (17807.600000 sec): 3 clusters
  Score: Raw -25490975.294892 + Penalty 5935.583061 = -25485039.711830
  nChanged 1481
		SP:Iteration 43Q (17808.900000 sec): 3 clusters
  Score: Raw -25491242.234270 + Penalty 5935.583061 = -25485306.651209
  nChanged 1481
		SP:Iteration 44Q (17810.120000 sec): 3 clusters
  Score: Raw -25491514.785565 + Penalty 5935.583061 = -25485579.202504
  nChanged 1508
		SP:Iteration 45Q (17811.320000 sec): 3 clusters
  Score: Raw -25491802.761818 + Penalty 5935.583061 = -25485867.178756
  nChanged 1511
		SP:Iteration 46Q (17812.580000 sec): 3 clusters
  Score: Raw -25492101.381660 + Penalty 5935.583061 = -25486165.798599
  nChanged 1527
		SP:Iteration 47Q (17813.900000 sec): 3 clusters
  Score: Raw -25492417.942168 + Penalty 5935.583061 = -25486482.359107
  nChanged 1517
		SP:Iteration 48Q (17815.240000 sec): 3 clusters
  Score: Raw -25492751.645295 + Penalty 5935.583061 = -25486816.062234
  nChanged 1584
		SP:Iteration 49Q (17816.460000 sec): 3 clusters
  Score: Raw -25493123.845626 + Penalty 5935.583061 = -25487188.262565
  nChanged 1643
		SP:Iteration 50Q (17817.760000 sec): 3 clusters
  Score: Raw -25493537.072104 + Penalty 5935.583061 = -25487601.489043
  nChanged 1670
		SP:Iteration 51Q (17819.080000 sec): 3 clusters
  Score: Raw -25493995.809544 + Penalty 5935.583061 = -25488060.226482
  nChanged 1756
		SP:Iteration 52Q (17820.250000 sec): 3 clusters
  Score: Raw -25494528.482506 + Penalty 5935.583061 = -25488592.899445
  nChanged 1776
		SP:Iteration 53Q (17821.490000 sec): 3 clusters
  Score: Raw -25495112.921528 + Penalty 5935.583061 = -25489177.338467
  nChanged 1787
		SP:Iteration 54Q (17822.840000 sec): 3 clusters
  Score: Raw -25495723.692652 + Penalty 5935.583061 = -25489788.109591
  nChanged 1775
		SP:Iteration 55Q (17824.090000 sec): 3 clusters
  Score: Raw -25496350.778897 + Penalty 5935.583061 = -25490415.195836
  nChanged 1712
		SP:Iteration 56Q (17825.340000 sec): 3 clusters
  Score: Raw -25496958.340477 + Penalty 5935.583061 = -25491022.757416
  nChanged 1651
		SP:Iteration 57Q (17826.550000 sec): 3 clusters
  Score: Raw -25497595.821958 + Penalty 5935.583061 = -25491660.238897
  nChanged 1579
		SP:Iteration 58Q (17827.850000 sec): 3 clusters
  Score: Raw -25498221.713632 + Penalty 5935.583061 = -25492286.130571
  nChanged 1484
		SP:Iteration 59Q (17829.120000 sec): 3 clusters
  Score: Raw -25498820.413155 + Penalty 5935.583061 = -25492884.830094
  nChanged 1376
		SP:Iteration 60F (17830.420000 sec): 3 clusters
  Score: Raw -25499398.887615 + Penalty 5935.583061 = -25493463.304554
  nChanged 1258
		SP:Iteration 61Q (17831.670000 sec): 3 clusters
  Score: Raw -25499957.113379 + Penalty 5935.583061 = -25494021.530317
  nChanged 1111
		SP:Iteration 62Q (17833.020000 sec): 3 clusters
  Score: Raw -25500442.365907 + Penalty 5935.583061 = -25494506.782846
  nChanged 942
		SP:Iteration 63Q (17834.170000 sec): 3 clusters
  Score: Raw -25500836.583754 + Penalty 5935.583061 = -25494901.000693
  nChanged 803
		SP:Iteration 64Q (17835.410000 sec): 3 clusters
  Score: Raw -25501178.428971 + Penalty 5935.583061 = -25495242.845909
  nChanged 698
		SP:Iteration 65Q (17836.640000 sec): 3 clusters
  Score: Raw -25501483.308601 + Penalty 5935.583061 = -25495547.725540
  nChanged 619
		SP:Iteration 66Q (17837.950000 sec): 3 clusters
  Score: Raw -25501768.991267 + Penalty 5935.583061 = -25495833.408205
  nChanged 550
		SP:Iteration 67Q (17839.110000 sec): 3 clusters
  Score: Raw -25502023.270285 + Penalty 5935.583061 = -25496087.687223
  nChanged 480
		SP:Iteration 68Q (17840.460000 sec): 3 clusters
  Score: Raw -25502242.765818 + Penalty 5935.583061 = -25496307.182757
  nChanged 401
		SP:Iteration 69Q (17841.840000 sec): 3 clusters
  Score: Raw -25502422.290953 + Penalty 5935.583061 = -25496486.707892
  nChanged 330
		SP:Iteration 70Q (17843.210000 sec): 3 clusters
  Score: Raw -25502559.749062 + Penalty 5935.583061 = -25496624.166001
  nChanged 281
		SP:Iteration 71Q (17844.530000 sec): 3 clusters
  Score: Raw -25502670.706378 + Penalty 5935.583061 = -25496735.123317
  nChanged 206
		SP:Iteration 72Q (17845.890000 sec): 3 clusters
  Score: Raw -25502749.710139 + Penalty 5935.583061 = -25496814.127078
  nChanged 199
		SP:Iteration 73Q (17847.230000 sec): 3 clusters
  Score: Raw -25502816.453943 + Penalty 5935.583061 = -25496880.870881
  nChanged 164
		SP:Iteration 74Q (17848.530000 sec): 3 clusters
  Score: Raw -25502867.417523 + Penalty 5935.583061 = -25496931.834461
  nChanged 127
		SP:Iteration 75Q (17849.850000 sec): 3 clusters
  Score: Raw -25502900.099439 + Penalty 5935.583061 = -25496964.516378
  nChanged 113
		SP:Iteration 76Q (17851.200000 sec): 3 clusters
  Score: Raw -25502925.787461 + Penalty 5935.583061 = -25496990.204400
  nChanged 85
		SP:Iteration 77Q (17852.370000 sec): 3 clusters
  Score: Raw -25502945.542772 + Penalty 5935.583061 = -25497009.959711
  nChanged 80
		SP:Iteration 78Q (17853.610000 sec): 3 clusters
  Score: Raw -25502962.162656 + Penalty 5935.583061 = -25497026.579595
  nChanged 61
		SP:Iteration 79Q (17854.840000 sec): 3 clusters
  Score: Raw -25502973.654488 + Penalty 5935.583061 = -25497038.071427
  nChanged 50
		SP:Iteration 80F (17856.130000 sec): 3 clusters
  Score: Raw -25502982.165651 + Penalty 5935.583061 = -25497046.582589
  nChanged 41
		SP:Iteration 81Q (17857.410000 sec): 3 clusters
  Score: Raw -25502990.452546 + Penalty 5935.583061 = -25497054.869485
  nChanged 47
		SP:Iteration 82Q (17858.690000 sec): 3 clusters
  Score: Raw -25503001.900046 + Penalty 5935.583061 = -25497066.316985
  nChanged 53
		SP:Iteration 83Q (17859.860000 sec): 3 clusters
  Score: Raw -25503013.568772 + Penalty 5935.583061 = -25497077.985711
  nChanged 38
		SP:Iteration 84Q (17861.080000 sec): 3 clusters
  Score: Raw -25503021.039839 + Penalty 5935.583061 = -25497085.456778
  nChanged 27
		SP:Iteration 85Q (17862.340000 sec): 3 clusters
  Score: Raw -25503025.840368 + Penalty 5935.583061 = -25497090.257307
  nChanged 28
		SP:Iteration 86Q (17863.440000 sec): 3 clusters
  Score: Raw -25503030.688881 + Penalty 5935.583061 = -25497095.105820
  nChanged 29
		SP:Iteration 87Q (17864.540000 sec): 3 clusters
  Score: Raw -25503036.035790 + Penalty 5935.583061 = -25497100.452729
  nChanged 22
		SP:Iteration 88Q (17865.860000 sec): 3 clusters
  Score: Raw -25503039.844886 + Penalty 5935.583061 = -25497104.261824
  nChanged 24
		SP:Iteration 89Q (17867.070000 sec): 3 clusters
  Score: Raw -25503042.596130 + Penalty 5935.583061 = -25497107.013069
  nChanged 8
		SP:Iteration 90Q (17868.170000 sec): 3 clusters
  Score: Raw -25503043.930682 + Penalty 5935.583061 = -25497108.347621
  nChanged 8
		SP:Iteration 91Q (17869.350000 sec): 3 clusters
  Score: Raw -25503045.133915 + Penalty 5935.583061 = -25497109.550854
  nChanged 9
		SP:Iteration 92Q (17870.520000 sec): 3 clusters
  Score: Raw -25503046.219345 + Penalty 5935.583061 = -25497110.636284
  nChanged 4
		SP:Iteration 93Q (17871.730000 sec): 3 clusters
  Score: Raw -25503046.934431 + Penalty 5935.583061 = -25497111.351370
  nChanged 4
		SP:Iteration 94Q (17872.970000 sec): 3 clusters
  Score: Raw -25503047.507285 + Penalty 5935.583061 = -25497111.924223
  nChanged 3
		SP:Iteration 95Q (17874.010000 sec): 3 clusters
  Score: Raw -25503047.771923 + Penalty 5935.583061 = -25497112.188862
  nChanged 2
		SP:Iteration 96Q (17875.160000 sec): 3 clusters
  Score: Raw -25503047.971100 + Penalty 5935.583061 = -25497112.388039
  nChanged 1
		SP:Iteration 97Q (17876.440000 sec): 3 clusters
  Score: Raw -25503048.045882 + Penalty 5935.583061 = -25497112.462821
  nChanged 2
		SP:Iteration 98Q (17877.580000 sec): 3 clusters
  Score: Raw -25503048.275374 + Penalty 5935.583061 = -25497112.692313
  nChanged 1
		SP:Iteration 99Q (17878.720000 sec): 3 clusters
  Score: Raw -25503048.356409 + Penalty 5935.583061 = -25497112.773348
  nChanged 1
		SP:Iteration 100F (17880.080000 sec): 3 clusters
  Score: Raw -25503048.483585 + Penalty 5935.583061 = -25497112.900523
  nChanged 1
		SP:Iteration 101Q (17881.320000 sec): 3 clusters
  Score: Raw -25503048.645546 + Penalty 5935.583061 = -25497113.062484
  nChanged 0
		SP:Iteration 102F (17882.600000 sec): 3 clusters
  Score: Raw -25503048.645546 + Penalty 5935.583061 = -25497113.062484
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (10254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17882.840000 sec): 2 clusters
  Score: Raw -1568083.041627 + Penalty 2290.384942 = -1565792.656685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17883.090000 sec): 3 clusters
  Score: Raw -1562502.874296 + Penalty 4580.769884 = -1557922.104412
  nChanged 4316
		SP:Iteration 1F (17883.320000 sec): 3 clusters
  Score: Raw -1564837.264620 + Penalty 4580.769884 = -1560256.494736
  nChanged 696
		SP:Iteration 2F (17883.560000 sec): 3 clusters
  Score: Raw -1565182.295496 + Penalty 4580.769884 = -1560601.525613
  nChanged 542
		SP:Iteration 3F (17883.780000 sec): 3 clusters
  Score: Raw -1565447.339344 + Penalty 4580.769884 = -1560866.569460
  nChanged 490
		SP:Iteration 4Q (17884.000000 sec): 3 clusters
  Score: Raw -1565679.553227 + Penalty 4580.769884 = -1561098.783344
  nChanged 461
		SP:Iteration 5Q (17884.180000 sec): 3 clusters
  Score: Raw -1565909.622190 + Penalty 4580.769884 = -1561328.852307
  nChanged 458
		SP:Iteration 6Q (17884.410000 sec): 3 clusters
  Score: Raw -1566164.619226 + Penalty 4580.769884 = -1561583.849343
  nChanged 468
		SP:Iteration 7Q (17884.580000 sec): 3 clusters
  Score: Raw -1566440.437120 + Penalty 4580.769884 = -1561859.667236
  nChanged 469
		SP:Iteration 8Q (17884.740000 sec): 3 clusters
  Score: Raw -1566729.541618 + Penalty 4580.769884 = -1562148.771734
  nChanged 446
		SP:Iteration 9Q (17884.970000 sec): 3 clusters
  Score: Raw -1567002.437757 + Penalty 4580.769884 = -1562421.667873
  nChanged 449
		SP:Iteration 10Q (17885.200000 sec): 3 clusters
  Score: Raw -1567322.554071 + Penalty 4580.769884 = -1562741.784187
  nChanged 458
		SP:Iteration 11Q (17885.450000 sec): 3 clusters
  Score: Raw -1567676.641005 + Penalty 4580.769884 = -1563095.871122
  nChanged 414
		SP:Iteration 12Q (17885.620000 sec): 3 clusters
  Score: Raw -1567996.402156 + Penalty 4580.769884 = -1563415.632272
  nChanged 353
		SP:Iteration 13Q (17885.810000 sec): 3 clusters
  Score: Raw -1568285.634663 + Penalty 4580.769884 = -1563704.864779
  nChanged 272
		SP:Iteration 14Q (17886.090000 sec): 3 clusters
  Score: Raw -1568509.946562 + Penalty 4580.769884 = -1563929.176678
  nChanged 241
		SP:Iteration 15Q (17886.430000 sec): 3 clusters
  Score: Raw -1568706.018199 + Penalty 4580.769884 = -1564125.248315
  nChanged 169
		SP:Iteration 16Q (17886.660000 sec): 3 clusters
  Score: Raw -1568830.847782 + Penalty 4580.769884 = -1564250.077898
  nChanged 115
		SP:Iteration 17Q (17886.890000 sec): 3 clusters
  Score: Raw -1568914.708499 + Penalty 4580.769884 = -1564333.938616
  nChanged 76
		SP:Iteration 18Q (17887.150000 sec): 3 clusters
  Score: Raw -1568966.776653 + Penalty 4580.769884 = -1564386.006769
  nChanged 54
		SP:Iteration 19Q (17887.380000 sec): 3 clusters
  Score: Raw -1569005.459092 + Penalty 4580.769884 = -1564424.689208
  nChanged 36
		SP:Iteration 20F (17887.570000 sec): 3 clusters
  Score: Raw -1569029.712295 + Penalty 4580.769884 = -1564448.942411
  nChanged 25
		SP:Iteration 21Q (17887.820000 sec): 3 clusters
  Score: Raw -1569043.032309 + Penalty 4580.769884 = -1564462.262425
  nChanged 12
		SP:Iteration 22Q (17888.120000 sec): 3 clusters
  Score: Raw -1569048.542995 + Penalty 4580.769884 = -1564467.773111
  nChanged 8
		SP:Iteration 23Q (17888.400000 sec): 3 clusters
  Score: Raw -1569053.628307 + Penalty 4580.769884 = -1564472.858424
  nChanged 7
		SP:Iteration 24Q (17888.600000 sec): 3 clusters
  Score: Raw -1569059.577657 + Penalty 4580.769884 = -1564478.807773
  nChanged 10
		SP:Iteration 25Q (17888.820000 sec): 3 clusters
  Score: Raw -1569066.786688 + Penalty 4580.769884 = -1564486.016805
  nChanged 8
		SP:Iteration 26Q (17889.060000 sec): 3 clusters
  Score: Raw -1569072.443667 + Penalty 4580.769884 = -1564491.673784
  nChanged 6
		SP:Iteration 27Q (17889.410000 sec): 3 clusters
  Score: Raw -1569076.926300 + Penalty 4580.769884 = -1564496.156417
  nChanged 4
		SP:Iteration 28Q (17889.640000 sec): 3 clusters
  Score: Raw -1569078.762754 + Penalty 4580.769884 = -1564497.992871
  nChanged 0
		SP:Iteration 29F (17889.870000 sec): 3 clusters
  Score: Raw -1569078.762754 + Penalty 4580.769884 = -1564497.992871
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (18152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17890.020000 sec): 2 clusters
  Score: Raw -2752432.181506 + Penalty 2432.020935 = -2750000.160571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17890.370000 sec): 3 clusters
  Score: Raw -2742054.906205 + Penalty 4864.041869 = -2737190.864336
  nChanged 7979
		SP:Iteration 1F (17890.660000 sec): 3 clusters
  Score: Raw -2746726.628989 + Penalty 4864.041869 = -2741862.587120
  nChanged 1337
		SP:Iteration 2F (17891.030000 sec): 3 clusters
  Score: Raw -2747672.853358 + Penalty 4864.041869 = -2742808.811489
  nChanged 1447
		SP:Iteration 3F (17891.430000 sec): 3 clusters
  Score: Raw -2749045.675948 + Penalty 4864.041869 = -2744181.634079
  nChanged 1558
		SP:Iteration 4F (17891.750000 sec): 3 clusters
  Score: Raw -2750669.902713 + Penalty 4864.041869 = -2745805.860843
  nChanged 1486
		SP:Iteration 5F (17892.090000 sec): 3 clusters
  Score: Raw -2752085.769322 + Penalty 4864.041869 = -2747221.727453
  nChanged 1204
		SP:Iteration 6F (17892.380000 sec): 3 clusters
  Score: Raw -2752970.472099 + Penalty 4864.041869 = -2748106.430230
  nChanged 795
		SP:Iteration 7Q (17892.680000 sec): 3 clusters
  Score: Raw -2753441.554798 + Penalty 4864.041869 = -2748577.512929
  nChanged 551
		SP:Iteration 8Q (17893.010000 sec): 3 clusters
  Score: Raw -2753679.332380 + Penalty 4864.041869 = -2748815.290511
  nChanged 380
		SP:Iteration 9Q (17893.340000 sec): 3 clusters
  Score: Raw -2753814.612542 + Penalty 4864.041869 = -2748950.570673
  nChanged 284
		SP:Iteration 10Q (17893.730000 sec): 3 clusters
  Score: Raw -2753898.644522 + Penalty 4864.041869 = -2749034.602653
  nChanged 219
		SP:Iteration 11Q (17894.040000 sec): 3 clusters
  Score: Raw -2753963.395377 + Penalty 4864.041869 = -2749099.353508
  nChanged 184
		SP:Iteration 12Q (17894.310000 sec): 3 clusters
  Score: Raw -2754014.185376 + Penalty 4864.041869 = -2749150.143507
  nChanged 159
		SP:Iteration 13Q (17894.620000 sec): 3 clusters
  Score: Raw -2754056.316728 + Penalty 4864.041869 = -2749192.274859
  nChanged 136
		SP:Iteration 14Q (17894.850000 sec): 3 clusters
  Score: Raw -2754091.980581 + Penalty 4864.041869 = -2749227.938712
  nChanged 121
		SP:Iteration 15Q (17895.130000 sec): 3 clusters
  Score: Raw -2754123.446209 + Penalty 4864.041869 = -2749259.404340
  nChanged 117
		SP:Iteration 16Q (17895.390000 sec): 3 clusters
  Score: Raw -2754154.925582 + Penalty 4864.041869 = -2749290.883713
  nChanged 109
		SP:Iteration 17Q (17895.710000 sec): 3 clusters
  Score: Raw -2754190.146044 + Penalty 4864.041869 = -2749326.104175
  nChanged 122
		SP:Iteration 18Q (17895.980000 sec): 3 clusters
  Score: Raw -2754225.112810 + Penalty 4864.041869 = -2749361.070940
  nChanged 117
		SP:Iteration 19Q (17896.340000 sec): 3 clusters
  Score: Raw -2754256.337644 + Penalty 4864.041869 = -2749392.295775
  nChanged 99
		SP:Iteration 20F (17896.570000 sec): 3 clusters
  Score: Raw -2754284.511094 + Penalty 4864.041869 = -2749420.469225
  nChanged 105
		SP:Iteration 21Q (17896.880000 sec): 3 clusters
  Score: Raw -2754313.908679 + Penalty 4864.041869 = -2749449.866810
  nChanged 111
		SP:Iteration 22Q (17897.180000 sec): 3 clusters
  Score: Raw -2754357.218464 + Penalty 4864.041869 = -2749493.176595
  nChanged 141
		SP:Iteration 23Q (17897.520000 sec): 3 clusters
  Score: Raw -2754411.755132 + Penalty 4864.041869 = -2749547.713263
  nChanged 127
		SP:Iteration 24Q (17897.870000 sec): 3 clusters
  Score: Raw -2754463.169786 + Penalty 4864.041869 = -2749599.127917
  nChanged 137
		SP:Iteration 25Q (17898.200000 sec): 3 clusters
  Score: Raw -2754524.509934 + Penalty 4864.041869 = -2749660.468064
  nChanged 148
		SP:Iteration 26Q (17898.550000 sec): 3 clusters
  Score: Raw -2754602.347234 + Penalty 4864.041869 = -2749738.305365
  nChanged 168
		SP:Iteration 27Q (17898.840000 sec): 3 clusters
  Score: Raw -2754695.266576 + Penalty 4864.041869 = -2749831.224707
  nChanged 176
		SP:Iteration 28Q (17899.130000 sec): 3 clusters
  Score: Raw -2754778.960408 + Penalty 4864.041869 = -2749914.918538
  nChanged 175
		SP:Iteration 29Q (17899.470000 sec): 3 clusters
  Score: Raw -2754852.216195 + Penalty 4864.041869 = -2749988.174325
  nChanged 143
		SP:Iteration 30Q (17899.750000 sec): 3 clusters
  Score: Raw -2754923.107753 + Penalty 4864.041869 = -2750059.065884
  nChanged 142
		SP:Iteration 31Q (17900.050000 sec): 3 clusters
  Score: Raw -2754990.439370 + Penalty 4864.041869 = -2750126.397501
  nChanged 135
		SP:Iteration 32Q (17900.350000 sec): 3 clusters
  Score: Raw -2755037.864149 + Penalty 4864.041869 = -2750173.822280
  nChanged 99
		SP:Iteration 33Q (17900.630000 sec): 3 clusters
  Score: Raw -2755076.537821 + Penalty 4864.041869 = -2750212.495952
  nChanged 90
		SP:Iteration 34Q (17900.930000 sec): 3 clusters
  Score: Raw -2755108.918919 + Penalty 4864.041869 = -2750244.877050
  nChanged 84
		SP:Iteration 35Q (17901.260000 sec): 3 clusters
  Score: Raw -2755133.503767 + Penalty 4864.041869 = -2750269.461898
  nChanged 58
		SP:Iteration 36Q (17901.600000 sec): 3 clusters
  Score: Raw -2755146.624106 + Penalty 4864.041869 = -2750282.582237
  nChanged 42
		SP:Iteration 37Q (17901.950000 sec): 3 clusters
  Score: Raw -2755152.943071 + Penalty 4864.041869 = -2750288.901202
  nChanged 32
		SP:Iteration 38Q (17902.260000 sec): 3 clusters
  Score: Raw -2755157.442855 + Penalty 4864.041869 = -2750293.400986
  nChanged 29
		SP:Iteration 39Q (17902.570000 sec): 3 clusters
  Score: Raw -2755161.807453 + Penalty 4864.041869 = -2750297.765584
  nChanged 24
		SP:Iteration 40F (17902.830000 sec): 3 clusters
  Score: Raw -2755164.800133 + Penalty 4864.041869 = -2750300.758264
  nChanged 20
		SP:Iteration 41Q (17903.100000 sec): 3 clusters
  Score: Raw -2755167.618208 + Penalty 4864.041869 = -2750303.576338
  nChanged 17
		SP:Iteration 42Q (17903.460000 sec): 3 clusters
  Score: Raw -2755169.569144 + Penalty 4864.041869 = -2750305.527274
  nChanged 19
		SP:Iteration 43Q (17903.830000 sec): 3 clusters
  Score: Raw -2755171.605429 + Penalty 4864.041869 = -2750307.563560
  nChanged 13
		SP:Iteration 44Q (17904.150000 sec): 3 clusters
  Score: Raw -2755173.572958 + Penalty 4864.041869 = -2750309.531089
  nChanged 8
		SP:Iteration 45Q (17904.420000 sec): 3 clusters
  Score: Raw -2755174.745806 + Penalty 4864.041869 = -2750310.703937
  nChanged 6
		SP:Iteration 46Q (17904.770000 sec): 3 clusters
  Score: Raw -2755175.707967 + Penalty 4864.041869 = -2750311.666098
  nChanged 7
		SP:Iteration 47Q (17905.090000 sec): 3 clusters
  Score: Raw -2755176.657836 + Penalty 4864.041869 = -2750312.615967
  nChanged 9
		SP:Iteration 48Q (17905.420000 sec): 3 clusters
  Score: Raw -2755177.763747 + Penalty 4864.041869 = -2750313.721878
  nChanged 7
		SP:Iteration 49Q (17905.700000 sec): 3 clusters
  Score: Raw -2755178.421179 + Penalty 4864.041869 = -2750314.379309
  nChanged 8
		SP:Iteration 50Q (17906.100000 sec): 3 clusters
  Score: Raw -2755179.507980 + Penalty 4864.041869 = -2750315.466111
  nChanged 8
		SP:Iteration 51Q (17906.380000 sec): 3 clusters
  Score: Raw -2755180.207101 + Penalty 4864.041869 = -2750316.165232
  nChanged 6
		SP:Iteration 52Q (17906.700000 sec): 3 clusters
  Score: Raw -2755180.807950 + Penalty 4864.041869 = -2750316.766081
  nChanged 6
		SP:Iteration 53Q (17906.940000 sec): 3 clusters
  Score: Raw -2755181.448231 + Penalty 4864.041869 = -2750317.406362
  nChanged 6
		SP:Iteration 54Q (17907.270000 sec): 3 clusters
  Score: Raw -2755182.234489 + Penalty 4864.041869 = -2750318.192620
  nChanged 5
		SP:Iteration 55Q (17907.530000 sec): 3 clusters
  Score: Raw -2755182.671895 + Penalty 4864.041869 = -2750318.630026
  nChanged 5
		SP:Iteration 56Q (17907.890000 sec): 3 clusters
  Score: Raw -2755183.154337 + Penalty 4864.041869 = -2750319.112468
  nChanged 7
		SP:Iteration 57Q (17908.120000 sec): 3 clusters
  Score: Raw -2755184.137396 + Penalty 4864.041869 = -2750320.095526
  nChanged 10
		SP:Iteration 58Q (17908.390000 sec): 3 clusters
  Score: Raw -2755185.226944 + Penalty 4864.041869 = -2750321.185075
  nChanged 8
		SP:Iteration 59Q (17908.650000 sec): 3 clusters
  Score: Raw -2755185.990161 + Penalty 4864.041869 = -2750321.948292
  nChanged 7
		SP:Iteration 60F (17908.900000 sec): 3 clusters
  Score: Raw -2755186.679207 + Penalty 4864.041869 = -2750322.637338
  nChanged 2
		SP:Iteration 61Q (17909.220000 sec): 3 clusters
  Score: Raw -2755186.782954 + Penalty 4864.041869 = -2750322.741085
  nChanged 1
		SP:Iteration 62Q (17909.490000 sec): 3 clusters
  Score: Raw -2755186.824726 + Penalty 4864.041869 = -2750322.782857
  nChanged 1
		SP:Iteration 63Q (17909.830000 sec): 3 clusters
  Score: Raw -2755186.873320 + Penalty 4864.041869 = -2750322.831451
  nChanged 0
		SP:Iteration 64F (17910.120000 sec): 3 clusters
  Score: Raw -2755186.873320 + Penalty 4864.041869 = -2750322.831451
  nChanged 0

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

 Trying to split cluster 24 (8863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17910.280000 sec): 2 clusters
  Score: Raw -1364872.907339 + Penalty 2254.230866 = -1362618.676473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17910.580000 sec): 3 clusters
  Score: Raw -1360216.303594 + Penalty 4508.461731 = -1355707.841863
  nChanged 3668
		SP:Iteration 1F (17910.700000 sec): 3 clusters
  Score: Raw -1362550.800187 + Penalty 4508.461731 = -1358042.338455
  nChanged 826
		SP:Iteration 2F (17910.990000 sec): 3 clusters
  Score: Raw -1363526.528125 + Penalty 4508.461731 = -1359018.066394
  nChanged 870
		SP:Iteration 3F (17911.310000 sec): 3 clusters
  Score: Raw -1365218.467259 + Penalty 4508.461731 = -1360710.005528
  nChanged 961
		SP:Iteration 4F (17911.540000 sec): 3 clusters
  Score: Raw -1367209.169300 + Penalty 4508.461731 = -1362700.707569
  nChanged 855
		SP:Iteration 5F (17911.840000 sec): 3 clusters
  Score: Raw -1369275.051221 + Penalty 4508.461731 = -1364766.589490
  nChanged 570
		SP:Iteration 6F (17912.030000 sec): 3 clusters
  Score: Raw -1370589.165615 + Penalty 4508.461731 = -1366080.703884
  nChanged 247
		SP:Iteration 7Q (17912.240000 sec): 3 clusters
  Score: Raw -1370901.160435 + Penalty 4508.461731 = -1366392.698704
  nChanged 135
		SP:Iteration 8Q (17912.460000 sec): 3 clusters
  Score: Raw -1371065.500121 + Penalty 4508.461731 = -1366557.038390
  nChanged 87
		SP:Iteration 9Q (17912.660000 sec): 3 clusters
  Score: Raw -1371206.885201 + Penalty 4508.461731 = -1366698.423470
  nChanged 89
		SP:Iteration 10Q (17912.860000 sec): 3 clusters
  Score: Raw -1371418.133163 + Penalty 4508.461731 = -1366909.671432
  nChanged 59
		SP:Iteration 11Q (17913.040000 sec): 3 clusters
  Score: Raw -1371505.852739 + Penalty 4508.461731 = -1366997.391007
  nChanged 37
		SP:Iteration 12Q (17913.250000 sec): 3 clusters
  Score: Raw -1371523.930330 + Penalty 4508.461731 = -1367015.468598
  nChanged 18
		SP:Iteration 13Q (17913.460000 sec): 3 clusters
  Score: Raw -1371528.936586 + Penalty 4508.461731 = -1367020.474855
  nChanged 6
		SP:Iteration 14Q (17913.640000 sec): 3 clusters
  Score: Raw -1371530.994422 + Penalty 4508.461731 = -1367022.532691
  nChanged 3
		SP:Iteration 15Q (17913.820000 sec): 3 clusters
  Score: Raw -1371532.129351 + Penalty 4508.461731 = -1367023.667620
  nChanged 0
		SP:Iteration 16F (17914.100000 sec): 3 clusters
  Score: Raw -1371532.129351 + Penalty 4508.461731 = -1367023.667620
  nChanged 0

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

 Trying to split cluster 25 (29834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17914.400000 sec): 2 clusters
  Score: Raw -4317417.169677 + Penalty 2555.244183 = -4314861.925494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17914.780000 sec): 3 clusters
  Score: Raw -4299616.883350 + Penalty 5110.488365 = -4294506.394985
  nChanged 13419
		SP:Iteration 1F (17915.120000 sec): 3 clusters
  Score: Raw -4307060.464394 + Penalty 5110.488365 = -4301949.976029
  nChanged 1843
		SP:Iteration 2F (17915.600000 sec): 3 clusters
  Score: Raw -4307982.464692 + Penalty 5110.488365 = -4302871.976327
  nChanged 1842
		SP:Iteration 3F (17916.000000 sec): 3 clusters
  Score: Raw -4308985.494743 + Penalty 5110.488365 = -4303875.006378
  nChanged 1816
		SP:Iteration 4F (17916.390000 sec): 3 clusters
  Score: Raw -4310084.697165 + Penalty 5110.488365 = -4304974.208800
  nChanged 1831
		SP:Iteration 5F (17916.780000 sec): 3 clusters
  Score: Raw -4311242.192051 + Penalty 5110.488365 = -4306131.703686
  nChanged 1770
		SP:Iteration 6F (17917.190000 sec): 3 clusters
  Score: Raw -4312312.034418 + Penalty 5110.488365 = -4307201.546053
  nChanged 1577
		SP:Iteration 7F (17917.590000 sec): 3 clusters
  Score: Raw -4313129.261062 + Penalty 5110.488365 = -4308018.772697
  nChanged 1350
		SP:Iteration 8Q (17917.970000 sec): 3 clusters
  Score: Raw -4313705.856607 + Penalty 5110.488365 = -4308595.368242
  nChanged 1040
		SP:Iteration 9Q (17918.410000 sec): 3 clusters
  Score: Raw -4314110.202363 + Penalty 5110.488365 = -4308999.713998
  nChanged 864
		SP:Iteration 10Q (17918.830000 sec): 3 clusters
  Score: Raw -4314399.409326 + Penalty 5110.488365 = -4309288.920961
  nChanged 751
		SP:Iteration 11Q (17919.240000 sec): 3 clusters
  Score: Raw -4314646.948970 + Penalty 5110.488365 = -4309536.460605
  nChanged 682
		SP:Iteration 12Q (17919.600000 sec): 3 clusters
  Score: Raw -4314846.600093 + Penalty 5110.488365 = -4309736.111728
  nChanged 610
		SP:Iteration 13Q (17920.010000 sec): 3 clusters
  Score: Raw -4315022.705544 + Penalty 5110.488365 = -4309912.217179
  nChanged 528
		SP:Iteration 14Q (17920.430000 sec): 3 clusters
  Score: Raw -4315176.829011 + Penalty 5110.488365 = -4310066.340645
  nChanged 499
		SP:Iteration 15Q (17920.850000 sec): 3 clusters
  Score: Raw -4315315.760422 + Penalty 5110.488365 = -4310205.272057
  nChanged 498
		SP:Iteration 16Q (17921.290000 sec): 3 clusters
  Score: Raw -4315441.922496 + Penalty 5110.488365 = -4310331.434131
  nChanged 452
		SP:Iteration 17Q (17921.680000 sec): 3 clusters
  Score: Raw -4315557.369481 + Penalty 5110.488365 = -4310446.881116
  nChanged 446
		SP:Iteration 18Q (17922.070000 sec): 3 clusters
  Score: Raw -4315676.147551 + Penalty 5110.488365 = -4310565.659186
  nChanged 421
		SP:Iteration 19Q (17922.490000 sec): 3 clusters
  Score: Raw -4315778.229799 + Penalty 5110.488365 = -4310667.741434
  nChanged 407
		SP:Iteration 20F (17922.910000 sec): 3 clusters
  Score: Raw -4315876.311228 + Penalty 5110.488365 = -4310765.822863
  nChanged 370
		SP:Iteration 21Q (17923.350000 sec): 3 clusters
  Score: Raw -4315968.988457 + Penalty 5110.488365 = -4310858.500092
  nChanged 355
		SP:Iteration 22Q (17923.690000 sec): 3 clusters
  Score: Raw -4316052.002017 + Penalty 5110.488365 = -4310941.513652
  nChanged 343
		SP:Iteration 23Q (17924.100000 sec): 3 clusters
  Score: Raw -4316133.450927 + Penalty 5110.488365 = -4311022.962562
  nChanged 339
		SP:Iteration 24Q (17924.500000 sec): 3 clusters
  Score: Raw -4316220.539274 + Penalty 5110.488365 = -4311110.050909
  nChanged 350
		SP:Iteration 25Q (17924.930000 sec): 3 clusters
  Score: Raw -4316305.212103 + Penalty 5110.488365 = -4311194.723738
  nChanged 364
		SP:Iteration 26Q (17925.300000 sec): 3 clusters
  Score: Raw -4316398.571062 + Penalty 5110.488365 = -4311288.082697
  nChanged 373
		SP:Iteration 27Q (17925.640000 sec): 3 clusters
  Score: Raw -4316497.181218 + Penalty 5110.488365 = -4311386.692853
  nChanged 375
		SP:Iteration 28Q (17925.980000 sec): 3 clusters
  Score: Raw -4316596.904330 + Penalty 5110.488365 = -4311486.415965
  nChanged 381
		SP:Iteration 29Q (17926.310000 sec): 3 clusters
  Score: Raw -4316702.622897 + Penalty 5110.488365 = -4311592.134532
  nChanged 394
		SP:Iteration 30Q (17926.710000 sec): 3 clusters
  Score: Raw -4316810.030212 + Penalty 5110.488365 = -4311699.541847
  nChanged 374
		SP:Iteration 31Q (17927.150000 sec): 3 clusters
  Score: Raw -4316919.735804 + Penalty 5110.488365 = -4311809.247439
  nChanged 372
		SP:Iteration 32Q (17927.500000 sec): 3 clusters
  Score: Raw -4317031.539262 + Penalty 5110.488365 = -4311921.050897
  nChanged 400
		SP:Iteration 33Q (17927.890000 sec): 3 clusters
  Score: Raw -4317158.451866 + Penalty 5110.488365 = -4312047.963501
  nChanged 403
		SP:Iteration 34Q (17928.310000 sec): 3 clusters
  Score: Raw -4317288.795327 + Penalty 5110.488365 = -4312178.306962
  nChanged 398
		SP:Iteration 35Q (17928.730000 sec): 3 clusters
  Score: Raw -4317415.806129 + Penalty 5110.488365 = -4312305.317764
  nChanged 390
		SP:Iteration 36Q (17929.080000 sec): 3 clusters
  Score: Raw -4317545.931962 + Penalty 5110.488365 = -4312435.443597
  nChanged 389
		SP:Iteration 37Q (17929.460000 sec): 3 clusters
  Score: Raw -4317680.342840 + Penalty 5110.488365 = -4312569.854475
  nChanged 366
		SP:Iteration 38Q (17929.840000 sec): 3 clusters
  Score: Raw -4317811.890875 + Penalty 5110.488365 = -4312701.402510
  nChanged 360
		SP:Iteration 39Q (17930.230000 sec): 3 clusters
  Score: Raw -4317944.806454 + Penalty 5110.488365 = -4312834.318089
  nChanged 361
		SP:Iteration 40F (17930.580000 sec): 3 clusters
  Score: Raw -4318080.961032 + Penalty 5110.488365 = -4312970.472667
  nChanged 346
		SP:Iteration 41Q (17930.890000 sec): 3 clusters
  Score: Raw -4318218.656032 + Penalty 5110.488365 = -4313108.167667
  nChanged 319
		SP:Iteration 42Q (17931.320000 sec): 3 clusters
  Score: Raw -4318338.460592 + Penalty 5110.488365 = -4313227.972227
  nChanged 266
		SP:Iteration 43Q (17931.710000 sec): 3 clusters
  Score: Raw -4318437.081695 + Penalty 5110.488365 = -4313326.593330
  nChanged 273
		SP:Iteration 44Q (17932.110000 sec): 3 clusters
  Score: Raw -4318543.309582 + Penalty 5110.488365 = -4313432.821217
  nChanged 248
		SP:Iteration 45Q (17932.470000 sec): 3 clusters
  Score: Raw -4318635.377763 + Penalty 5110.488365 = -4313524.889398
  nChanged 214
		SP:Iteration 46Q (17932.870000 sec): 3 clusters
  Score: Raw -4318708.645582 + Penalty 5110.488365 = -4313598.157217
  nChanged 160
		SP:Iteration 47Q (17933.230000 sec): 3 clusters
  Score: Raw -4318768.990021 + Penalty 5110.488365 = -4313658.501656
  nChanged 153
		SP:Iteration 48Q (17933.670000 sec): 3 clusters
  Score: Raw -4318820.787940 + Penalty 5110.488365 = -4313710.299575
  nChanged 133
		SP:Iteration 49Q (17934.080000 sec): 3 clusters
  Score: Raw -4318862.057191 + Penalty 5110.488365 = -4313751.568826
  nChanged 106
		SP:Iteration 50Q (17934.540000 sec): 3 clusters
  Score: Raw -4318892.355910 + Penalty 5110.488365 = -4313781.867545
  nChanged 93
		SP:Iteration 51Q (17934.950000 sec): 3 clusters
  Score: Raw -4318916.840402 + Penalty 5110.488365 = -4313806.352037
  nChanged 75
		SP:Iteration 52Q (17935.420000 sec): 3 clusters
  Score: Raw -4318938.282715 + Penalty 5110.488365 = -4313827.794350
  nChanged 62
		SP:Iteration 53Q (17935.830000 sec): 3 clusters
  Score: Raw -4318953.587506 + Penalty 5110.488365 = -4313843.099141
  nChanged 56
		SP:Iteration 54Q (17936.290000 sec): 3 clusters
  Score: Raw -4318967.536306 + Penalty 5110.488365 = -4313857.047941
  nChanged 37
		SP:Iteration 55Q (17936.700000 sec): 3 clusters
  Score: Raw -4318976.821688 + Penalty 5110.488365 = -4313866.333323
  nChanged 38
		SP:Iteration 56Q (17937.160000 sec): 3 clusters
  Score: Raw -4318986.520745 + Penalty 5110.488365 = -4313876.032380
  nChanged 33
		SP:Iteration 57Q (17937.570000 sec): 3 clusters
  Score: Raw -4318993.880254 + Penalty 5110.488365 = -4313883.391889
  nChanged 30
		SP:Iteration 58Q (17938.030000 sec): 3 clusters
  Score: Raw -4318999.391652 + Penalty 5110.488365 = -4313888.903287
  nChanged 18
		SP:Iteration 59Q (17938.450000 sec): 3 clusters
  Score: Raw -4319002.950430 + Penalty 5110.488365 = -4313892.462065
  nChanged 19
		SP:Iteration 60F (17938.910000 sec): 3 clusters
  Score: Raw -4319006.990649 + Penalty 5110.488365 = -4313896.502284
  nChanged 17
		SP:Iteration 61Q (17939.310000 sec): 3 clusters
  Score: Raw -4319011.019238 + Penalty 5110.488365 = -4313900.530873
  nChanged 24
		SP:Iteration 62Q (17939.780000 sec): 3 clusters
  Score: Raw -4319016.822417 + Penalty 5110.488365 = -4313906.334052
  nChanged 29
		SP:Iteration 63Q (17940.190000 sec): 3 clusters
  Score: Raw -4319025.483116 + Penalty 5110.488365 = -4313914.994751
  nChanged 32
		SP:Iteration 64Q (17940.650000 sec): 3 clusters
  Score: Raw -4319032.888750 + Penalty 5110.488365 = -4313922.400385
  nChanged 24
		SP:Iteration 65Q (17941.070000 sec): 3 clusters
  Score: Raw -4319040.720974 + Penalty 5110.488365 = -4313930.232609
  nChanged 32
		SP:Iteration 66Q (17941.530000 sec): 3 clusters
  Score: Raw -4319050.897843 + Penalty 5110.488365 = -4313940.409478
  nChanged 37
		SP:Iteration 67Q (17941.950000 sec): 3 clusters
  Score: Raw -4319058.990443 + Penalty 5110.488365 = -4313948.502078
  nChanged 27
		SP:Iteration 68Q (17942.410000 sec): 3 clusters
  Score: Raw -4319065.160566 + Penalty 5110.488365 = -4313954.672201
  nChanged 25
		SP:Iteration 69Q (17942.820000 sec): 3 clusters
  Score: Raw -4319070.831558 + Penalty 5110.488365 = -4313960.343193
  nChanged 23
		SP:Iteration 70Q (17943.280000 sec): 3 clusters
  Score: Raw -4319075.810296 + Penalty 5110.488365 = -4313965.321931
  nChanged 15
		SP:Iteration 71Q (17943.690000 sec): 3 clusters
  Score: Raw -4319079.284098 + Penalty 5110.488365 = -4313968.795733
  nChanged 18
		SP:Iteration 72Q (17944.150000 sec): 3 clusters
  Score: Raw -4319083.438535 + Penalty 5110.488365 = -4313972.950170
  nChanged 17
		SP:Iteration 73Q (17944.570000 sec): 3 clusters
  Score: Raw -4319087.698810 + Penalty 5110.488365 = -4313977.210445
  nChanged 15
		SP:Iteration 74Q (17945.020000 sec): 3 clusters
  Score: Raw -4319090.725889 + Penalty 5110.488365 = -4313980.237524
  nChanged 14
		SP:Iteration 75Q (17945.440000 sec): 3 clusters
  Score: Raw -4319093.148018 + Penalty 5110.488365 = -4313982.659653
  nChanged 8
		SP:Iteration 76Q (17945.900000 sec): 3 clusters
  Score: Raw -4319095.220001 + Penalty 5110.488365 = -4313984.731636
  nChanged 17
		SP:Iteration 77Q (17946.310000 sec): 3 clusters
  Score: Raw -4319097.984370 + Penalty 5110.488365 = -4313987.496005
  nChanged 11
		SP:Iteration 78Q (17946.770000 sec): 3 clusters
  Score: Raw -4319100.322214 + Penalty 5110.488365 = -4313989.833849
  nChanged 8
		SP:Iteration 79Q (17947.190000 sec): 3 clusters
  Score: Raw -4319101.861666 + Penalty 5110.488365 = -4313991.373301
  nChanged 3
		SP:Iteration 80F (17947.650000 sec): 3 clusters
  Score: Raw -4319102.405039 + Penalty 5110.488365 = -4313991.916674
  nChanged 3
		SP:Iteration 81Q (17948.070000 sec): 3 clusters
  Score: Raw -4319103.060812 + Penalty 5110.488365 = -4313992.572447
  nChanged 5
		SP:Iteration 82Q (17948.530000 sec): 3 clusters
  Score: Raw -4319103.855797 + Penalty 5110.488365 = -4313993.367432
  nChanged 6
		SP:Iteration 83Q (17948.950000 sec): 3 clusters
  Score: Raw -4319104.927989 + Penalty 5110.488365 = -4313994.439624
  nChanged 1
		SP:Iteration 84Q (17949.410000 sec): 3 clusters
  Score: Raw -4319105.188678 + Penalty 5110.488365 = -4313994.700313
  nChanged 1
		SP:Iteration 85Q (17949.790000 sec): 3 clusters
  Score: Raw -4319105.569881 + Penalty 5110.488365 = -4313995.081516
  nChanged 3
		SP:Iteration 86Q (17950.210000 sec): 3 clusters
  Score: Raw -4319105.979802 + Penalty 5110.488365 = -4313995.491437
  nChanged 0
		SP:Iteration 87F (17950.610000 sec): 3 clusters
  Score: Raw -4319105.979802 + Penalty 5110.488365 = -4313995.491437
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (23622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17950.840000 sec): 2 clusters
  Score: Raw -3690595.769156 + Penalty 2497.343573 = -3688098.425584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17951.200000 sec): 3 clusters
  Score: Raw -3676668.086194 + Penalty 4994.687145 = -3671673.399049
  nChanged 10517
		SP:Iteration 1F (17951.510000 sec): 3 clusters
  Score: Raw -3682364.867510 + Penalty 4994.687145 = -3677370.180365
  nChanged 1413
		SP:Iteration 2F (17951.790000 sec): 3 clusters
  Score: Raw -3683051.458914 + Penalty 4994.687145 = -3678056.771768
  nChanged 1526
		SP:Iteration 3F (17952.150000 sec): 3 clusters
  Score: Raw -3683988.040406 + Penalty 4994.687145 = -3678993.353260
  nChanged 1704
		SP:Iteration 4F (17952.450000 sec): 3 clusters
  Score: Raw -3685313.539240 + Penalty 4994.687145 = -3680318.852095
  nChanged 1911
		SP:Iteration 5F (17952.810000 sec): 3 clusters
  Score: Raw -3687036.828924 + Penalty 4994.687145 = -3682042.141779
  nChanged 1925
		SP:Iteration 6F (17953.200000 sec): 3 clusters
  Score: Raw -3688889.456374 + Penalty 4994.687145 = -3683894.769229
  nChanged 1549
		SP:Iteration 7F (17953.570000 sec): 3 clusters
  Score: Raw -3690315.819901 + Penalty 4994.687145 = -3685321.132756
  nChanged 1090
		SP:Iteration 8Q (17953.950000 sec): 3 clusters
  Score: Raw -3691172.171598 + Penalty 4994.687145 = -3686177.484453
  nChanged 675
		SP:Iteration 9Q (17954.280000 sec): 3 clusters
  Score: Raw -3691578.067902 + Penalty 4994.687145 = -3686583.380757
  nChanged 416
		SP:Iteration 10Q (17954.630000 sec): 3 clusters
  Score: Raw -3691791.024541 + Penalty 4994.687145 = -3686796.337396
  nChanged 252
		SP:Iteration 11Q (17955.030000 sec): 3 clusters
  Score: Raw -3691901.138536 + Penalty 4994.687145 = -3686906.451391
  nChanged 168
		SP:Iteration 12Q (17955.430000 sec): 3 clusters
  Score: Raw -3691970.350942 + Penalty 4994.687145 = -3686975.663797
  nChanged 114
		SP:Iteration 13Q (17955.720000 sec): 3 clusters
  Score: Raw -3692011.186620 + Penalty 4994.687145 = -3687016.499475
  nChanged 74
		SP:Iteration 14Q (17956.090000 sec): 3 clusters
  Score: Raw -3692035.061107 + Penalty 4994.687145 = -3687040.373962
  nChanged 53
		SP:Iteration 15Q (17956.470000 sec): 3 clusters
  Score: Raw -3692048.832056 + Penalty 4994.687145 = -3687054.144911
  nChanged 38
		SP:Iteration 16Q (17956.870000 sec): 3 clusters
  Score: Raw -3692059.319556 + Penalty 4994.687145 = -3687064.632411
  nChanged 23
		SP:Iteration 17Q (17957.190000 sec): 3 clusters
  Score: Raw -3692065.674937 + Penalty 4994.687145 = -3687070.987792
  nChanged 9
		SP:Iteration 18Q (17957.570000 sec): 3 clusters
  Score: Raw -3692067.940399 + Penalty 4994.687145 = -3687073.253254
  nChanged 10
		SP:Iteration 19Q (17957.900000 sec): 3 clusters
  Score: Raw -3692070.163558 + Penalty 4994.687145 = -3687075.476413
  nChanged 7
		SP:Iteration 20F (17958.250000 sec): 3 clusters
  Score: Raw -3692072.032252 + Penalty 4994.687145 = -3687077.345107
  nChanged 9
		SP:Iteration 21Q (17958.570000 sec): 3 clusters
  Score: Raw -3692073.586060 + Penalty 4994.687145 = -3687078.898915
  nChanged 3
		SP:Iteration 22Q (17958.960000 sec): 3 clusters
  Score: Raw -3692074.272316 + Penalty 4994.687145 = -3687079.585171
  nChanged 2
		SP:Iteration 23Q (17959.300000 sec): 3 clusters
  Score: Raw -3692074.731782 + Penalty 4994.687145 = -3687080.044637
  nChanged 2
		SP:Iteration 24Q (17959.640000 sec): 3 clusters
  Score: Raw -3692075.267810 + Penalty 4994.687145 = -3687080.580665
  nChanged 1
		SP:Iteration 25Q (17960.100000 sec): 3 clusters
  Score: Raw -3692075.785368 + Penalty 4994.687145 = -3687081.098223
  nChanged 2
		SP:Iteration 26Q (17960.430000 sec): 3 clusters
  Score: Raw -3692076.237120 + Penalty 4994.687145 = -3687081.549975
  nChanged 1
		SP:Iteration 27Q (17960.820000 sec): 3 clusters
  Score: Raw -3692076.358805 + Penalty 4994.687145 = -3687081.671660
  nChanged 0
		SP:Iteration 28F (17961.160000 sec): 3 clusters
  Score: Raw -3692076.358805 + Penalty 4994.687145 = -3687081.671660
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (14263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17961.320000 sec): 2 clusters
  Score: Raw -2197433.043056 + Penalty 2372.225165 = -2195060.817891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17961.660000 sec): 3 clusters
  Score: Raw -2189467.106722 + Penalty 4744.450329 = -2184722.656393
  nChanged 6086
		SP:Iteration 1F (17961.910000 sec): 3 clusters
  Score: Raw -2192792.202131 + Penalty 4744.450329 = -2188047.751802
  nChanged 991
		SP:Iteration 2F (17962.210000 sec): 3 clusters
  Score: Raw -2193351.829933 + Penalty 4744.450329 = -2188607.379603
  nChanged 974
		SP:Iteration 3F (17962.510000 sec): 3 clusters
  Score: Raw -2194098.589572 + Penalty 4744.450329 = -2189354.139243
  nChanged 1016
		SP:Iteration 4F (17962.750000 sec): 3 clusters
  Score: Raw -2195056.910303 + Penalty 4744.450329 = -2190312.459974
  nChanged 1144
		SP:Iteration 5F (17963.010000 sec): 3 clusters
  Score: Raw -2196200.184703 + Penalty 4744.450329 = -2191455.734374
  nChanged 1098
		SP:Iteration 6F (17963.250000 sec): 3 clusters
  Score: Raw -2197237.508182 + Penalty 4744.450329 = -2192493.057853
  nChanged 944
		SP:Iteration 7F (17963.540000 sec): 3 clusters
  Score: Raw -2198108.616826 + Penalty 4744.450329 = -2193364.166497
  nChanged 738
		SP:Iteration 8F (17963.820000 sec): 3 clusters
  Score: Raw -2198742.109286 + Penalty 4744.450329 = -2193997.658957
  nChanged 516
		SP:Iteration 9Q (17964.080000 sec): 3 clusters
  Score: Raw -2199230.462679 + Penalty 4744.450329 = -2194486.012350
  nChanged 411
		SP:Iteration 10Q (17964.330000 sec): 3 clusters
  Score: Raw -2199623.204179 + Penalty 4744.450329 = -2194878.753850
  nChanged 384
		SP:Iteration 11Q (17964.650000 sec): 3 clusters
  Score: Raw -2200035.851361 + Penalty 4744.450329 = -2195291.401032
  nChanged 359
		SP:Iteration 12Q (17964.970000 sec): 3 clusters
  Score: Raw -2200574.765949 + Penalty 4744.450329 = -2195830.315620
  nChanged 334
		SP:Iteration 13Q (17965.300000 sec): 3 clusters
  Score: Raw -2201074.794457 + Penalty 4744.450329 = -2196330.344128
  nChanged 262
		SP:Iteration 14Q (17965.570000 sec): 3 clusters
  Score: Raw -2201316.584414 + Penalty 4744.450329 = -2196572.134085
  nChanged 185
		SP:Iteration 15Q (17965.880000 sec): 3 clusters
  Score: Raw -2201408.857905 + Penalty 4744.450329 = -2196664.407576
  nChanged 99
		SP:Iteration 16Q (17966.170000 sec): 3 clusters
  Score: Raw -2201442.052674 + Penalty 4744.450329 = -2196697.602344
  nChanged 69
		SP:Iteration 17Q (17966.440000 sec): 3 clusters
  Score: Raw -2201461.987039 + Penalty 4744.450329 = -2196717.536710
  nChanged 46
		SP:Iteration 18Q (17966.800000 sec): 3 clusters
  Score: Raw -2201470.005471 + Penalty 4744.450329 = -2196725.555141
  nChanged 23
		SP:Iteration 19Q (17967.140000 sec): 3 clusters
  Score: Raw -2201474.091272 + Penalty 4744.450329 = -2196729.640943
  nChanged 23
		SP:Iteration 20F (17967.450000 sec): 3 clusters
  Score: Raw -2201477.537519 + Penalty 4744.450329 = -2196733.087190
  nChanged 16
		SP:Iteration 21Q (17967.730000 sec): 3 clusters
  Score: Raw -2201479.556331 + Penalty 4744.450329 = -2196735.106002
  nChanged 11
		SP:Iteration 22Q (17968.050000 sec): 3 clusters
  Score: Raw -2201480.797697 + Penalty 4744.450329 = -2196736.347368
  nChanged 6
		SP:Iteration 23Q (17968.340000 sec): 3 clusters
  Score: Raw -2201481.509621 + Penalty 4744.450329 = -2196737.059292
  nChanged 4
		SP:Iteration 24Q (17968.660000 sec): 3 clusters
  Score: Raw -2201481.983977 + Penalty 4744.450329 = -2196737.533648
  nChanged 3
		SP:Iteration 25Q (17968.920000 sec): 3 clusters
  Score: Raw -2201482.262030 + Penalty 4744.450329 = -2196737.811700
  nChanged 4
		SP:Iteration 26Q (17969.200000 sec): 3 clusters
  Score: Raw -2201482.604675 + Penalty 4744.450329 = -2196738.154346
  nChanged 3
		SP:Iteration 27Q (17969.470000 sec): 3 clusters
  Score: Raw -2201482.817837 + Penalty 4744.450329 = -2196738.367508
  nChanged 1
		SP:Iteration 28Q (17969.730000 sec): 3 clusters
  Score: Raw -2201482.867399 + Penalty 4744.450329 = -2196738.417070
  nChanged 2
		SP:Iteration 29Q (17970.050000 sec): 3 clusters
  Score: Raw -2201483.061265 + Penalty 4744.450329 = -2196738.610936
  nChanged 0
		SP:Iteration 30F (17970.320000 sec): 3 clusters
  Score: Raw -2201483.061265 + Penalty 4744.450329 = -2196738.610936
  nChanged 0

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

 Trying to split cluster 28 (257409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17972.010000 sec): 2 clusters
  Score: Raw -39635770.044369 + Penalty 3089.688542 = -39632680.355827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17973.980000 sec): 3 clusters
  Score: Raw -39466088.317548 + Penalty 6179.377083 = -39459908.940465
  nChanged 124377
		SP:Iteration 1F (17975.970000 sec): 3 clusters
  Score: Raw -39540001.984502 + Penalty 6179.377083 = -39533822.607419
  nChanged 8890
		SP:Iteration 2Q (17978.050000 sec): 3 clusters
  Score: Raw -39542711.780039 + Penalty 6179.377083 = -39536532.402956
  nChanged 10678
		SP:Iteration 3Q (17980.160000 sec): 3 clusters
  Score: Raw -39547122.653371 + Penalty 6179.377083 = -39540943.276288
  nChanged 13427
		SP:Iteration 4F (17982.190000 sec): 3 clusters
  Score: Raw -39554345.769603 + Penalty 6179.377083 = -39548166.392520
  nChanged 16181
		SP:Iteration 5F (17984.130000 sec): 3 clusters
  Score: Raw -39565174.779729 + Penalty 6179.377083 = -39558995.402646
  nChanged 18040
		SP:Iteration 6F (17986.030000 sec): 3 clusters
  Score: Raw -39579126.275113 + Penalty 6179.377083 = -39572946.898030
  nChanged 17759
		SP:Iteration 7F (17988.030000 sec): 3 clusters
  Score: Raw -39593652.285801 + Penalty 6179.377083 = -39587472.908718
  nChanged 15059
		SP:Iteration 8F (17990.050000 sec): 3 clusters
  Score: Raw -39606112.407220 + Penalty 6179.377083 = -39599933.030137
  nChanged 11194
		SP:Iteration 9Q (17991.990000 sec): 3 clusters
  Score: Raw -39614911.104915 + Penalty 6179.377083 = -39608731.727832
  nChanged 7907
		SP:Iteration 10Q (17993.960000 sec): 3 clusters
  Score: Raw -39620477.216928 + Penalty 6179.377083 = -39614297.839845
  nChanged 5663
		SP:Iteration 11Q (17995.880000 sec): 3 clusters
  Score: Raw -39623822.556513 + Penalty 6179.377083 = -39617643.179430
  nChanged 4278
		SP:Iteration 12Q (17997.820000 sec): 3 clusters
  Score: Raw -39626004.684960 + Penalty 6179.377083 = -39619825.307877
  nChanged 3464
		SP:Iteration 13Q (17999.740000 sec): 3 clusters
  Score: Raw -39627623.347955 + Penalty 6179.377083 = -39621443.970872
  nChanged 3025
		SP:Iteration 14Q (18001.670000 sec): 3 clusters
  Score: Raw -39628992.566194 + Penalty 6179.377083 = -39622813.189111
  nChanged 2750
		SP:Iteration 15Q (18003.570000 sec): 3 clusters
  Score: Raw -39630223.875828 + Penalty 6179.377083 = -39624044.498745
  nChanged 2509
		SP:Iteration 16Q (18005.480000 sec): 3 clusters
  Score: Raw -39631336.437575 + Penalty 6179.377083 = -39625157.060492
  nChanged 2205
		SP:Iteration 17Q (18007.330000 sec): 3 clusters
  Score: Raw -39632330.404988 + Penalty 6179.377083 = -39626151.027905
  nChanged 1984
		SP:Iteration 18Q (18009.340000 sec): 3 clusters
  Score: Raw -39633219.035179 + Penalty 6179.377083 = -39627039.658096
  nChanged 1656
		SP:Iteration 19Q (18011.360000 sec): 3 clusters
  Score: Raw -39633962.671976 + Penalty 6179.377083 = -39627783.294893
  nChanged 1356
		SP:Iteration 20F (18013.360000 sec): 3 clusters
  Score: Raw -39634564.647843 + Penalty 6179.377083 = -39628385.270760
  nChanged 1080
		SP:Iteration 21Q (18015.410000 sec): 3 clusters
  Score: Raw -39635035.943836 + Penalty 6179.377083 = -39628856.566753
  nChanged 846
		SP:Iteration 22Q (18017.400000 sec): 3 clusters
  Score: Raw -39635411.763407 + Penalty 6179.377083 = -39629232.386323
  nChanged 692
		SP:Iteration 23Q (18019.420000 sec): 3 clusters
  Score: Raw -39635738.952173 + Penalty 6179.377083 = -39629559.575090
  nChanged 536
		SP:Iteration 24Q (18021.290000 sec): 3 clusters
  Score: Raw -39635982.700732 + Penalty 6179.377083 = -39629803.323649
  nChanged 418
		SP:Iteration 25Q (18023.390000 sec): 3 clusters
  Score: Raw -39636180.774737 + Penalty 6179.377083 = -39630001.397654
  nChanged 350
		SP:Iteration 26Q (18025.720000 sec): 3 clusters
  Score: Raw -39636367.183280 + Penalty 6179.377083 = -39630187.806197
  nChanged 303
		SP:Iteration 27Q (18028.050000 sec): 3 clusters
  Score: Raw -39636520.906798 + Penalty 6179.377083 = -39630341.529715
  nChanged 243
		SP:Iteration 28Q (18030.370000 sec): 3 clusters
  Score: Raw -39636648.753567 + Penalty 6179.377083 = -39630469.376484
  nChanged 223
		SP:Iteration 29Q (18032.720000 sec): 3 clusters
  Score: Raw -39636773.410917 + Penalty 6179.377083 = -39630594.033834
  nChanged 189
		SP:Iteration 30Q (18035.060000 sec): 3 clusters
  Score: Raw -39636853.735406 + Penalty 6179.377083 = -39630674.358323
  nChanged 128
		SP:Iteration 31Q (18036.860000 sec): 3 clusters
  Score: Raw -39636905.000250 + Penalty 6179.377083 = -39630725.623167
  nChanged 108
		SP:Iteration 32Q (18038.660000 sec): 3 clusters
  Score: Raw -39636946.913151 + Penalty 6179.377083 = -39630767.536068
  nChanged 92
		SP:Iteration 33Q (18040.480000 sec): 3 clusters
  Score: Raw -39636984.748493 + Penalty 6179.377083 = -39630805.371410
  nChanged 86
		SP:Iteration 34Q (18042.530000 sec): 3 clusters
  Score: Raw -39637016.977493 + Penalty 6179.377083 = -39630837.600409
  nChanged 76
		SP:Iteration 35Q (18044.530000 sec): 3 clusters
  Score: Raw -39637041.197433 + Penalty 6179.377083 = -39630861.820350
  nChanged 55
		SP:Iteration 36Q (18046.610000 sec): 3 clusters
  Score: Raw -39637057.062516 + Penalty 6179.377083 = -39630877.685433
  nChanged 39
		SP:Iteration 37Q (18048.600000 sec): 3 clusters
  Score: Raw -39637068.481622 + Penalty 6179.377083 = -39630889.104539
  nChanged 36
		SP:Iteration 38Q (18050.560000 sec): 3 clusters
  Score: Raw -39637079.734267 + Penalty 6179.377083 = -39630900.357184
  nChanged 32
		SP:Iteration 39Q (18052.410000 sec): 3 clusters
  Score: Raw -39637089.491510 + Penalty 6179.377083 = -39630910.114427
  nChanged 34
		SP:Iteration 40F (18054.340000 sec): 3 clusters
  Score: Raw -39637105.046911 + Penalty 6179.377083 = -39630925.669828
  nChanged 29
		SP:Iteration 41Q (18056.230000 sec): 3 clusters
  Score: Raw -39637117.846670 + Penalty 6179.377083 = -39630938.469587
  nChanged 35
		SP:Iteration 42Q (18058.170000 sec): 3 clusters
  Score: Raw -39637129.361097 + Penalty 6179.377083 = -39630949.984014
  nChanged 34
		SP:Iteration 43Q (18060.170000 sec): 3 clusters
  Score: Raw -39637141.352418 + Penalty 6179.377083 = -39630961.975335
  nChanged 35
		SP:Iteration 44Q (18062.230000 sec): 3 clusters
  Score: Raw -39637153.661778 + Penalty 6179.377083 = -39630974.284694
  nChanged 34
		SP:Iteration 45Q (18064.220000 sec): 3 clusters
  Score: Raw -39637164.954765 + Penalty 6179.377083 = -39630985.577682
  nChanged 31
		SP:Iteration 46Q (18066.260000 sec): 3 clusters
  Score: Raw -39637174.858598 + Penalty 6179.377083 = -39630995.481514
  nChanged 31
		SP:Iteration 47Q (18068.220000 sec): 3 clusters
  Score: Raw -39637186.113618 + Penalty 6179.377083 = -39631006.736535
  nChanged 30
		SP:Iteration 48Q (18070.080000 sec): 3 clusters
  Score: Raw -39637194.529757 + Penalty 6179.377083 = -39631015.152673
  nChanged 28
		SP:Iteration 49Q (18071.910000 sec): 3 clusters
  Score: Raw -39637201.904855 + Penalty 6179.377083 = -39631022.527772
  nChanged 17
		SP:Iteration 50Q (18073.730000 sec): 3 clusters
  Score: Raw -39637207.470794 + Penalty 6179.377083 = -39631028.093711
  nChanged 17
		SP:Iteration 51Q (18075.680000 sec): 3 clusters
  Score: Raw -39637212.305792 + Penalty 6179.377083 = -39631032.928709
  nChanged 21
		SP:Iteration 52Q (18077.520000 sec): 3 clusters
  Score: Raw -39637216.993241 + Penalty 6179.377083 = -39631037.616158
  nChanged 11
		SP:Iteration 53Q (18079.580000 sec): 3 clusters
  Score: Raw -39637219.474615 + Penalty 6179.377083 = -39631040.097532
  nChanged 8
		SP:Iteration 54Q (18081.700000 sec): 3 clusters
  Score: Raw -39637221.732788 + Penalty 6179.377083 = -39631042.355705
  nChanged 6
		SP:Iteration 55Q (18083.850000 sec): 3 clusters
  Score: Raw -39637223.917767 + Penalty 6179.377083 = -39631044.540684
  nChanged 11
		SP:Iteration 56Q (18085.800000 sec): 3 clusters
  Score: Raw -39637226.957953 + Penalty 6179.377083 = -39631047.580870
  nChanged 2
		SP:Iteration 57Q (18087.670000 sec): 3 clusters
  Score: Raw -39637227.233101 + Penalty 6179.377083 = -39631047.856018
  nChanged 3
		SP:Iteration 58Q (18089.700000 sec): 3 clusters
  Score: Raw -39637227.936943 + Penalty 6179.377083 = -39631048.559860
  nChanged 5
		SP:Iteration 59Q (18091.540000 sec): 3 clusters
  Score: Raw -39637229.199576 + Penalty 6179.377083 = -39631049.822493
  nChanged 2
		SP:Iteration 60F (18093.390000 sec): 3 clusters
  Score: Raw -39637229.543373 + Penalty 6179.377083 = -39631050.166290
  nChanged 2
		SP:Iteration 61Q (18095.470000 sec): 3 clusters
  Score: Raw -39637230.509875 + Penalty 6179.377083 = -39631051.132792
  nChanged 7
		SP:Iteration 62Q (18097.400000 sec): 3 clusters
  Score: Raw -39637232.239688 + Penalty 6179.377083 = -39631052.862605
  nChanged 4
		SP:Iteration 63Q (18099.340000 sec): 3 clusters
  Score: Raw -39637232.798841 + Penalty 6179.377083 = -39631053.421758
  nChanged 3
		SP:Iteration 64Q (18101.190000 sec): 3 clusters
  Score: Raw -39637233.430981 + Penalty 6179.377083 = -39631054.053897
  nChanged 4
		SP:Iteration 65Q (18103.150000 sec): 3 clusters
  Score: Raw -39637234.207183 + Penalty 6179.377083 = -39631054.830100
  nChanged 1
		SP:Iteration 66Q (18105.470000 sec): 3 clusters
  Score: Raw -39637234.320181 + Penalty 6179.377083 = -39631054.943098
  nChanged 2
		SP:Iteration 67Q (18107.810000 sec): 3 clusters
  Score: Raw -39637234.766720 + Penalty 6179.377083 = -39631055.389636
  nChanged 4
		SP:Iteration 68Q (18110.130000 sec): 3 clusters
  Score: Raw -39637235.512155 + Penalty 6179.377083 = -39631056.135072
  nChanged 2
		SP:Iteration 69Q (18112.430000 sec): 3 clusters
  Score: Raw -39637236.082763 + Penalty 6179.377083 = -39631056.705680
  nChanged 1
		SP:Iteration 70Q (18114.770000 sec): 3 clusters
  Score: Raw -39637236.206719 + Penalty 6179.377083 = -39631056.829636
  nChanged 2
		SP:Iteration 71Q (18116.750000 sec): 3 clusters
  Score: Raw -39637237.409282 + Penalty 6179.377083 = -39631058.032199
  nChanged 8
		SP:Iteration 72Q (18118.660000 sec): 3 clusters
  Score: Raw -39637238.855512 + Penalty 6179.377083 = -39631059.478429
  nChanged 2
		SP:Iteration 73Q (18120.620000 sec): 3 clusters
  Score: Raw -39637239.309748 + Penalty 6179.377083 = -39631059.932665
  nChanged 3
		SP:Iteration 74Q (18122.570000 sec): 3 clusters
  Score: Raw -39637239.763034 + Penalty 6179.377083 = -39631060.385951
  nChanged 0
		SP:Iteration 75F (18124.560000 sec): 3 clusters
  Score: Raw -39637239.763034 + Penalty 6179.377083 = -39631060.385951
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (25562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18124.990000 sec): 2 clusters
  Score: Raw -4114310.534331 + Penalty 2516.917814 = -4111793.616517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18125.330000 sec): 3 clusters
  Score: Raw -4099141.717161 + Penalty 5033.835628 = -4094107.881533
  nChanged 11447
		SP:Iteration 1F (18125.740000 sec): 3 clusters
  Score: Raw -4105254.689999 + Penalty 5033.835628 = -4100220.854371
  nChanged 1545
		SP:Iteration 2F (18126.130000 sec): 3 clusters
  Score: Raw -4106091.446854 + Penalty 5033.835628 = -4101057.611227
  nChanged 1701
		SP:Iteration 3F (18126.490000 sec): 3 clusters
  Score: Raw -4107230.839937 + Penalty 5033.835628 = -4102197.004309
  nChanged 1954
		SP:Iteration 4F (18126.950000 sec): 3 clusters
  Score: Raw -4108687.345112 + Penalty 5033.835628 = -4103653.509484
  nChanged 2002
		SP:Iteration 5F (18127.310000 sec): 3 clusters
  Score: Raw -4110206.781319 + Penalty 5033.835628 = -4105172.945692
  nChanged 1760
		SP:Iteration 6F (18127.690000 sec): 3 clusters
  Score: Raw -4111552.568919 + Penalty 5033.835628 = -4106518.733292
  nChanged 1443
		SP:Iteration 7F (18128.060000 sec): 3 clusters
  Score: Raw -4112675.675809 + Penalty 5033.835628 = -4107641.840181
  nChanged 1101
		SP:Iteration 8Q (18128.530000 sec): 3 clusters
  Score: Raw -4113615.878418 + Penalty 5033.835628 = -4108582.042790
  nChanged 840
		SP:Iteration 9Q (18128.920000 sec): 3 clusters
  Score: Raw -4114418.545008 + Penalty 5033.835628 = -4109384.709380
  nChanged 581
		SP:Iteration 10Q (18129.340000 sec): 3 clusters
  Score: Raw -4115086.006856 + Penalty 5033.835628 = -4110052.171228
  nChanged 397
		SP:Iteration 11Q (18129.770000 sec): 3 clusters
  Score: Raw -4115529.599306 + Penalty 5033.835628 = -4110495.763678
  nChanged 263
		SP:Iteration 12Q (18130.140000 sec): 3 clusters
  Score: Raw -4115762.876088 + Penalty 5033.835628 = -4110729.040460
  nChanged 182
		SP:Iteration 13Q (18130.490000 sec): 3 clusters
  Score: Raw -4115910.737834 + Penalty 5033.835628 = -4110876.902206
  nChanged 139
		SP:Iteration 14Q (18130.870000 sec): 3 clusters
  Score: Raw -4116000.390082 + Penalty 5033.835628 = -4110966.554454
  nChanged 93
		SP:Iteration 15Q (18131.230000 sec): 3 clusters
  Score: Raw -4116045.122158 + Penalty 5033.835628 = -4111011.286530
  nChanged 62
		SP:Iteration 16Q (18131.500000 sec): 3 clusters
  Score: Raw -4116067.599965 + Penalty 5033.835628 = -4111033.764337
  nChanged 40
		SP:Iteration 17Q (18131.840000 sec): 3 clusters
  Score: Raw -4116078.871740 + Penalty 5033.835628 = -4111045.036113
  nChanged 27
		SP:Iteration 18Q (18132.150000 sec): 3 clusters
  Score: Raw -4116086.497744 + Penalty 5033.835628 = -4111052.662116
  nChanged 17
		SP:Iteration 19Q (18132.470000 sec): 3 clusters
  Score: Raw -4116092.616363 + Penalty 5033.835628 = -4111058.780736
  nChanged 26
		SP:Iteration 20F (18132.820000 sec): 3 clusters
  Score: Raw -4116101.934209 + Penalty 5033.835628 = -4111068.098582
  nChanged 24
		SP:Iteration 21Q (18133.180000 sec): 3 clusters
  Score: Raw -4116109.925761 + Penalty 5033.835628 = -4111076.090133
  nChanged 19
		SP:Iteration 22Q (18133.490000 sec): 3 clusters
  Score: Raw -4116114.737317 + Penalty 5033.835628 = -4111080.901689
  nChanged 15
		SP:Iteration 23Q (18133.830000 sec): 3 clusters
  Score: Raw -4116118.577372 + Penalty 5033.835628 = -4111084.741745
  nChanged 13
		SP:Iteration 24Q (18134.190000 sec): 3 clusters
  Score: Raw -4116122.291958 + Penalty 5033.835628 = -4111088.456330
  nChanged 13
		SP:Iteration 25Q (18134.510000 sec): 3 clusters
  Score: Raw -4116125.575711 + Penalty 5033.835628 = -4111091.740083
  nChanged 6
		SP:Iteration 26Q (18134.870000 sec): 3 clusters
  Score: Raw -4116126.861559 + Penalty 5033.835628 = -4111093.025932
  nChanged 3
		SP:Iteration 27Q (18135.240000 sec): 3 clusters
  Score: Raw -4116127.497610 + Penalty 5033.835628 = -4111093.661982
  nChanged 5
		SP:Iteration 28Q (18135.620000 sec): 3 clusters
  Score: Raw -4116128.882842 + Penalty 5033.835628 = -4111095.047214
  nChanged 8
		SP:Iteration 29Q (18135.960000 sec): 3 clusters
  Score: Raw -4116130.450122 + Penalty 5033.835628 = -4111096.614494
  nChanged 7
		SP:Iteration 30Q (18136.300000 sec): 3 clusters
  Score: Raw -4116132.435008 + Penalty 5033.835628 = -4111098.599380
  nChanged 8
		SP:Iteration 31Q (18136.710000 sec): 3 clusters
  Score: Raw -4116134.550343 + Penalty 5033.835628 = -4111100.714716
  nChanged 10
		SP:Iteration 32Q (18137.040000 sec): 3 clusters
  Score: Raw -4116136.585830 + Penalty 5033.835628 = -4111102.750202
  nChanged 9
		SP:Iteration 33Q (18137.390000 sec): 3 clusters
  Score: Raw -4116138.645828 + Penalty 5033.835628 = -4111104.810200
  nChanged 4
		SP:Iteration 34Q (18137.770000 sec): 3 clusters
  Score: Raw -4116139.736565 + Penalty 5033.835628 = -4111105.900938
  nChanged 3
		SP:Iteration 35Q (18138.070000 sec): 3 clusters
  Score: Raw -4116140.512491 + Penalty 5033.835628 = -4111106.676863
  nChanged 5
		SP:Iteration 36Q (18138.440000 sec): 3 clusters
  Score: Raw -4116141.555723 + Penalty 5033.835628 = -4111107.720095
  nChanged 5
		SP:Iteration 37Q (18138.770000 sec): 3 clusters
  Score: Raw -4116143.202555 + Penalty 5033.835628 = -4111109.366927
  nChanged 2
		SP:Iteration 38Q (18139.160000 sec): 3 clusters
  Score: Raw -4116143.704350 + Penalty 5033.835628 = -4111109.868722
  nChanged 2
		SP:Iteration 39Q (18139.450000 sec): 3 clusters
  Score: Raw -4116144.314175 + Penalty 5033.835628 = -4111110.478548
  nChanged 0
		SP:Iteration 40F (18139.840000 sec): 3 clusters
  Score: Raw -4116144.314175 + Penalty 5033.835628 = -4111110.478548
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (9518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18139.980000 sec): 2 clusters
  Score: Raw -1510288.750487 + Penalty 2271.913125 = -1508016.837362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18140.220000 sec): 3 clusters
  Score: Raw -1505213.426546 + Penalty 4543.826251 = -1500669.600295
  nChanged 3912
		SP:Iteration 1F (18140.370000 sec): 3 clusters
  Score: Raw -1507347.101154 + Penalty 4543.826251 = -1502803.274903
  nChanged 747
		SP:Iteration 2F (18140.620000 sec): 3 clusters
  Score: Raw -1507973.085314 + Penalty 4543.826251 = -1503429.259063
  nChanged 803
		SP:Iteration 3F (18140.800000 sec): 3 clusters
  Score: Raw -1508872.607154 + Penalty 4543.826251 = -1504328.780903
  nChanged 939
		SP:Iteration 4F (18141.000000 sec): 3 clusters
  Score: Raw -1510028.412671 + Penalty 4543.826251 = -1505484.586420
  nChanged 863
		SP:Iteration 5F (18141.220000 sec): 3 clusters
  Score: Raw -1510882.501661 + Penalty 4543.826251 = -1506338.675410
  nChanged 611
		SP:Iteration 6F (18141.380000 sec): 3 clusters
  Score: Raw -1511338.307846 + Penalty 4543.826251 = -1506794.481595
  nChanged 385
		SP:Iteration 7Q (18141.690000 sec): 3 clusters
  Score: Raw -1511577.493732 + Penalty 4543.826251 = -1507033.667481
  nChanged 272
		SP:Iteration 8Q (18141.910000 sec): 3 clusters
  Score: Raw -1511696.951778 + Penalty 4543.826251 = -1507153.125528
  nChanged 156
		SP:Iteration 9Q (18142.170000 sec): 3 clusters
  Score: Raw -1511752.196591 + Penalty 4543.826251 = -1507208.370341
  nChanged 113
		SP:Iteration 10Q (18142.400000 sec): 3 clusters
  Score: Raw -1511792.200440 + Penalty 4543.826251 = -1507248.374189
  nChanged 101
		SP:Iteration 11Q (18142.590000 sec): 3 clusters
  Score: Raw -1511822.077538 + Penalty 4543.826251 = -1507278.251287
  nChanged 98
		SP:Iteration 12Q (18142.800000 sec): 3 clusters
  Score: Raw -1511852.922544 + Penalty 4543.826251 = -1507309.096293
  nChanged 73
		SP:Iteration 13Q (18143.040000 sec): 3 clusters
  Score: Raw -1511871.340913 + Penalty 4543.826251 = -1507327.514662
  nChanged 53
		SP:Iteration 14Q (18143.240000 sec): 3 clusters
  Score: Raw -1511884.930826 + Penalty 4543.826251 = -1507341.104575
  nChanged 59
		SP:Iteration 15Q (18143.460000 sec): 3 clusters
  Score: Raw -1511898.601157 + Penalty 4543.826251 = -1507354.774907
  nChanged 51
		SP:Iteration 16Q (18143.680000 sec): 3 clusters
  Score: Raw -1511909.896768 + Penalty 4543.826251 = -1507366.070517
  nChanged 55
		SP:Iteration 17Q (18143.840000 sec): 3 clusters
  Score: Raw -1511921.934683 + Penalty 4543.826251 = -1507378.108433
  nChanged 59
		SP:Iteration 18Q (18144.050000 sec): 3 clusters
  Score: Raw -1511937.539342 + Penalty 4543.826251 = -1507393.713091
  nChanged 56
		SP:Iteration 19Q (18144.220000 sec): 3 clusters
  Score: Raw -1511950.720365 + Penalty 4543.826251 = -1507406.894114
  nChanged 44
		SP:Iteration 20F (18144.390000 sec): 3 clusters
  Score: Raw -1511960.572539 + Penalty 4543.826251 = -1507416.746289
  nChanged 46
		SP:Iteration 21Q (18144.660000 sec): 3 clusters
  Score: Raw -1511970.014992 + Penalty 4543.826251 = -1507426.188741
  nChanged 41
		SP:Iteration 22Q (18144.800000 sec): 3 clusters
  Score: Raw -1511977.762718 + Penalty 4543.826251 = -1507433.936467
  nChanged 38
		SP:Iteration 23Q (18145.030000 sec): 3 clusters
  Score: Raw -1511984.454443 + Penalty 4543.826251 = -1507440.628192
  nChanged 29
		SP:Iteration 24Q (18145.250000 sec): 3 clusters
  Score: Raw -1511989.999363 + Penalty 4543.826251 = -1507446.173112
  nChanged 14
		SP:Iteration 25Q (18145.450000 sec): 3 clusters
  Score: Raw -1511992.416968 + Penalty 4543.826251 = -1507448.590717
  nChanged 9
		SP:Iteration 26Q (18145.630000 sec): 3 clusters
  Score: Raw -1511994.325187 + Penalty 4543.826251 = -1507450.498936
  nChanged 11
		SP:Iteration 27Q (18145.790000 sec): 3 clusters
  Score: Raw -1511996.803831 + Penalty 4543.826251 = -1507452.977580
  nChanged 17
		SP:Iteration 28Q (18146.020000 sec): 3 clusters
  Score: Raw -1512001.032406 + Penalty 4543.826251 = -1507457.206155
  nChanged 21
		SP:Iteration 29Q (18146.200000 sec): 3 clusters
  Score: Raw -1512005.959272 + Penalty 4543.826251 = -1507462.133021
  nChanged 20
		SP:Iteration 30Q (18146.370000 sec): 3 clusters
  Score: Raw -1512010.148240 + Penalty 4543.826251 = -1507466.321990
  nChanged 15
		SP:Iteration 31Q (18146.600000 sec): 3 clusters
  Score: Raw -1512013.536126 + Penalty 4543.826251 = -1507469.709876
  nChanged 17
		SP:Iteration 32Q (18146.760000 sec): 3 clusters
  Score: Raw -1512016.495867 + Penalty 4543.826251 = -1507472.669616
  nChanged 12
		SP:Iteration 33Q (18146.950000 sec): 3 clusters
  Score: Raw -1512019.200453 + Penalty 4543.826251 = -1507475.374202
  nChanged 14
		SP:Iteration 34Q (18147.160000 sec): 3 clusters
  Score: Raw -1512022.329153 + Penalty 4543.826251 = -1507478.502902
  nChanged 15
		SP:Iteration 35Q (18147.300000 sec): 3 clusters
  Score: Raw -1512026.018445 + Penalty 4543.826251 = -1507482.192194
  nChanged 16
		SP:Iteration 36Q (18147.530000 sec): 3 clusters
  Score: Raw -1512029.274703 + Penalty 4543.826251 = -1507485.448452
  nChanged 15
		SP:Iteration 37Q (18147.670000 sec): 3 clusters
  Score: Raw -1512032.852455 + Penalty 4543.826251 = -1507489.026204
  nChanged 15
		SP:Iteration 38Q (18147.840000 sec): 3 clusters
  Score: Raw -1512035.675899 + Penalty 4543.826251 = -1507491.849649
  nChanged 15
		SP:Iteration 39Q (18148.020000 sec): 3 clusters
  Score: Raw -1512038.307400 + Penalty 4543.826251 = -1507494.481149
  nChanged 11
		SP:Iteration 40F (18148.240000 sec): 3 clusters
  Score: Raw -1512039.892241 + Penalty 4543.826251 = -1507496.065991
  nChanged 7
		SP:Iteration 41Q (18148.430000 sec): 3 clusters
  Score: Raw -1512040.725232 + Penalty 4543.826251 = -1507496.898982
  nChanged 5
		SP:Iteration 42Q (18148.720000 sec): 3 clusters
  Score: Raw -1512041.445697 + Penalty 4543.826251 = -1507497.619447
  nChanged 2
		SP:Iteration 43Q (18148.930000 sec): 3 clusters
  Score: Raw -1512041.694141 + Penalty 4543.826251 = -1507497.867890
  nChanged 3
		SP:Iteration 44Q (18149.070000 sec): 3 clusters
  Score: Raw -1512042.200453 + Penalty 4543.826251 = -1507498.374202
  nChanged 6
		SP:Iteration 45Q (18149.300000 sec): 3 clusters
  Score: Raw -1512043.073020 + Penalty 4543.826251 = -1507499.246769
  nChanged 6
		SP:Iteration 46Q (18149.460000 sec): 3 clusters
  Score: Raw -1512043.856876 + Penalty 4543.826251 = -1507500.030625
  nChanged 5
		SP:Iteration 47Q (18149.640000 sec): 3 clusters
  Score: Raw -1512044.617269 + Penalty 4543.826251 = -1507500.791018
  nChanged 10
		SP:Iteration 48Q (18149.810000 sec): 3 clusters
  Score: Raw -1512046.459512 + Penalty 4543.826251 = -1507502.633261
  nChanged 13
		SP:Iteration 49Q (18150.060000 sec): 3 clusters
  Score: Raw -1512049.015859 + Penalty 4543.826251 = -1507505.189608
  nChanged 10
		SP:Iteration 50Q (18150.180000 sec): 3 clusters
  Score: Raw -1512050.416600 + Penalty 4543.826251 = -1507506.590349
  nChanged 4
		SP:Iteration 51Q (18150.360000 sec): 3 clusters
  Score: Raw -1512051.029291 + Penalty 4543.826251 = -1507507.203041
  nChanged 2
		SP:Iteration 52Q (18150.540000 sec): 3 clusters
  Score: Raw -1512051.391034 + Penalty 4543.826251 = -1507507.564783
  nChanged 3
		SP:Iteration 53Q (18150.800000 sec): 3 clusters
  Score: Raw -1512051.983295 + Penalty 4543.826251 = -1507508.157044
  nChanged 2
		SP:Iteration 54Q (18151.060000 sec): 3 clusters
  Score: Raw -1512052.322870 + Penalty 4543.826251 = -1507508.496619
  nChanged 3
		SP:Iteration 55Q (18151.290000 sec): 3 clusters
  Score: Raw -1512052.922189 + Penalty 4543.826251 = -1507509.095939
  nChanged 2
		SP:Iteration 56Q (18151.550000 sec): 3 clusters
  Score: Raw -1512053.376944 + Penalty 4543.826251 = -1507509.550693
  nChanged 2
		SP:Iteration 57Q (18151.720000 sec): 3 clusters
  Score: Raw -1512053.765114 + Penalty 4543.826251 = -1507509.938863
  nChanged 3
		SP:Iteration 58Q (18151.980000 sec): 3 clusters
  Score: Raw -1512054.437065 + Penalty 4543.826251 = -1507510.610814
  nChanged 5
		SP:Iteration 59Q (18152.230000 sec): 3 clusters
  Score: Raw -1512055.406432 + Penalty 4543.826251 = -1507511.580181
  nChanged 6
		SP:Iteration 60F (18152.520000 sec): 3 clusters
  Score: Raw -1512056.526664 + Penalty 4543.826251 = -1507512.700413
  nChanged 6
		SP:Iteration 61Q (18152.760000 sec): 3 clusters
  Score: Raw -1512057.592097 + Penalty 4543.826251 = -1507513.765846
  nChanged 13
		SP:Iteration 62Q (18153.030000 sec): 3 clusters
  Score: Raw -1512059.452634 + Penalty 4543.826251 = -1507515.626383
  nChanged 8
		SP:Iteration 63Q (18153.320000 sec): 3 clusters
  Score: Raw -1512060.734837 + Penalty 4543.826251 = -1507516.908586
  nChanged 6
		SP:Iteration 64Q (18153.600000 sec): 3 clusters
  Score: Raw -1512061.526862 + Penalty 4543.826251 = -1507517.700611
  nChanged 6
		SP:Iteration 65Q (18153.860000 sec): 3 clusters
  Score: Raw -1512062.599264 + Penalty 4543.826251 = -1507518.773013
  nChanged 7
		SP:Iteration 66Q (18154.050000 sec): 3 clusters
  Score: Raw -1512063.691586 + Penalty 4543.826251 = -1507519.865335
  nChanged 4
		SP:Iteration 67Q (18154.260000 sec): 3 clusters
  Score: Raw -1512064.407078 + Penalty 4543.826251 = -1507520.580827
  nChanged 6
		SP:Iteration 68Q (18154.460000 sec): 3 clusters
  Score: Raw -1512065.500009 + Penalty 4543.826251 = -1507521.673758
  nChanged 8
		SP:Iteration 69Q (18154.720000 sec): 3 clusters
  Score: Raw -1512066.940784 + Penalty 4543.826251 = -1507523.114533
  nChanged 8
		SP:Iteration 70Q (18155.010000 sec): 3 clusters
  Score: Raw -1512067.871830 + Penalty 4543.826251 = -1507524.045579
  nChanged 5
		SP:Iteration 71Q (18155.240000 sec): 3 clusters
  Score: Raw -1512068.467254 + Penalty 4543.826251 = -1507524.641004
  nChanged 4
		SP:Iteration 72Q (18155.540000 sec): 3 clusters
  Score: Raw -1512069.091921 + Penalty 4543.826251 = -1507525.265670
  nChanged 1
		SP:Iteration 73Q (18155.730000 sec): 3 clusters
  Score: Raw -1512069.225717 + Penalty 4543.826251 = -1507525.399466
  nChanged 0
		SP:Iteration 74F (18155.880000 sec): 3 clusters
  Score: Raw -1512069.225717 + Penalty 4543.826251 = -1507525.399466
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (18979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18156.100000 sec): 2 clusters
  Score: Raw -2899723.879808 + Penalty 2443.069919 = -2897280.809889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18156.420000 sec): 3 clusters
  Score: Raw -2888700.584217 + Penalty 4886.139838 = -2883814.444378
  nChanged 8258
		SP:Iteration 1F (18156.690000 sec): 3 clusters
  Score: Raw -2893128.649443 + Penalty 4886.139838 = -2888242.509604
  nChanged 1152
		SP:Iteration 2F (18157.060000 sec): 3 clusters
  Score: Raw -2893641.490463 + Penalty 4886.139838 = -2888755.350624
  nChanged 1013
		SP:Iteration 3F (18157.400000 sec): 3 clusters
  Score: Raw -2894100.296125 + Penalty 4886.139838 = -2889214.156287
  nChanged 944
		SP:Iteration 4Q (18157.730000 sec): 3 clusters
  Score: Raw -2894559.270689 + Penalty 4886.139838 = -2889673.130850
  nChanged 929
		SP:Iteration 5Q (18158.000000 sec): 3 clusters
  Score: Raw -2895023.628174 + Penalty 4886.139838 = -2890137.488336
  nChanged 893
		SP:Iteration 6Q (18158.310000 sec): 3 clusters
  Score: Raw -2895481.033532 + Penalty 4886.139838 = -2890594.893694
  nChanged 865
		SP:Iteration 7Q (18158.660000 sec): 3 clusters
  Score: Raw -2895921.366191 + Penalty 4886.139838 = -2891035.226353
  nChanged 842
		SP:Iteration 8Q (18158.970000 sec): 3 clusters
  Score: Raw -2896373.928719 + Penalty 4886.139838 = -2891487.788880
  nChanged 817
		SP:Iteration 9Q (18159.280000 sec): 3 clusters
  Score: Raw -2896810.087873 + Penalty 4886.139838 = -2891923.948035
  nChanged 739
		SP:Iteration 10Q (18159.610000 sec): 3 clusters
  Score: Raw -2897229.904300 + Penalty 4886.139838 = -2892343.764462
  nChanged 737
		SP:Iteration 11Q (18159.910000 sec): 3 clusters
  Score: Raw -2897625.713386 + Penalty 4886.139838 = -2892739.573548
  nChanged 647
		SP:Iteration 12Q (18160.210000 sec): 3 clusters
  Score: Raw -2897955.978823 + Penalty 4886.139838 = -2893069.838984
  nChanged 571
		SP:Iteration 13Q (18160.500000 sec): 3 clusters
  Score: Raw -2898219.211931 + Penalty 4886.139838 = -2893333.072092
  nChanged 492
		SP:Iteration 14Q (18160.820000 sec): 3 clusters
  Score: Raw -2898429.669408 + Penalty 4886.139838 = -2893543.529570
  nChanged 410
		SP:Iteration 15Q (18161.190000 sec): 3 clusters
  Score: Raw -2898594.559130 + Penalty 4886.139838 = -2893708.419291
  nChanged 371
		SP:Iteration 16Q (18161.470000 sec): 3 clusters
  Score: Raw -2898735.123939 + Penalty 4886.139838 = -2893848.984100
  nChanged 307
		SP:Iteration 17Q (18161.800000 sec): 3 clusters
  Score: Raw -2898854.573415 + Penalty 4886.139838 = -2893968.433576
  nChanged 294
		SP:Iteration 18Q (18162.130000 sec): 3 clusters
  Score: Raw -2898956.738000 + Penalty 4886.139838 = -2894070.598162
  nChanged 254
		SP:Iteration 19Q (18162.440000 sec): 3 clusters
  Score: Raw -2899040.915758 + Penalty 4886.139838 = -2894154.775919
  nChanged 221
		SP:Iteration 20F (18162.740000 sec): 3 clusters
  Score: Raw -2899120.708128 + Penalty 4886.139838 = -2894234.568289
  nChanged 222
		SP:Iteration 21Q (18162.980000 sec): 3 clusters
  Score: Raw -2899199.135052 + Penalty 4886.139838 = -2894312.995213
  nChanged 232
		SP:Iteration 22Q (18163.280000 sec): 3 clusters
  Score: Raw -2899277.785117 + Penalty 4886.139838 = -2894391.645278
  nChanged 225
		SP:Iteration 23Q (18163.620000 sec): 3 clusters
  Score: Raw -2899360.391154 + Penalty 4886.139838 = -2894474.251316
  nChanged 238
		SP:Iteration 24Q (18163.970000 sec): 3 clusters
  Score: Raw -2899449.494312 + Penalty 4886.139838 = -2894563.354473
  nChanged 227
		SP:Iteration 25Q (18164.240000 sec): 3 clusters
  Score: Raw -2899536.117253 + Penalty 4886.139838 = -2894649.977415
  nChanged 232
		SP:Iteration 26Q (18164.580000 sec): 3 clusters
  Score: Raw -2899623.489314 + Penalty 4886.139838 = -2894737.349475
  nChanged 206
		SP:Iteration 27Q (18164.920000 sec): 3 clusters
  Score: Raw -2899691.218475 + Penalty 4886.139838 = -2894805.078637
  nChanged 181
		SP:Iteration 28Q (18165.260000 sec): 3 clusters
  Score: Raw -2899749.299409 + Penalty 4886.139838 = -2894863.159571
  nChanged 174
		SP:Iteration 29Q (18165.570000 sec): 3 clusters
  Score: Raw -2899807.326068 + Penalty 4886.139838 = -2894921.186229
  nChanged 182
		SP:Iteration 30Q (18165.910000 sec): 3 clusters
  Score: Raw -2899859.781698 + Penalty 4886.139838 = -2894973.641860
  nChanged 158
		SP:Iteration 31Q (18166.290000 sec): 3 clusters
  Score: Raw -2899906.676775 + Penalty 4886.139838 = -2895020.536937
  nChanged 146
		SP:Iteration 32Q (18166.580000 sec): 3 clusters
  Score: Raw -2899961.867307 + Penalty 4886.139838 = -2895075.727469
  nChanged 169
		SP:Iteration 33Q (18166.890000 sec): 3 clusters
  Score: Raw -2900026.536972 + Penalty 4886.139838 = -2895140.397134
  nChanged 177
		SP:Iteration 34Q (18167.150000 sec): 3 clusters
  Score: Raw -2900105.118946 + Penalty 4886.139838 = -2895218.979108
  nChanged 209
		SP:Iteration 35Q (18167.510000 sec): 3 clusters
  Score: Raw -2900199.199651 + Penalty 4886.139838 = -2895313.059812
  nChanged 210
		SP:Iteration 36Q (18167.810000 sec): 3 clusters
  Score: Raw -2900291.725593 + Penalty 4886.139838 = -2895405.585755
  nChanged 216
		SP:Iteration 37Q (18168.150000 sec): 3 clusters
  Score: Raw -2900386.835680 + Penalty 4886.139838 = -2895500.695842
  nChanged 199
		SP:Iteration 38Q (18168.490000 sec): 3 clusters
  Score: Raw -2900466.279151 + Penalty 4886.139838 = -2895580.139313
  nChanged 186
		SP:Iteration 39Q (18168.850000 sec): 3 clusters
  Score: Raw -2900542.929604 + Penalty 4886.139838 = -2895656.789766
  nChanged 203
		SP:Iteration 40F (18169.150000 sec): 3 clusters
  Score: Raw -2900642.523978 + Penalty 4886.139838 = -2895756.384139
  nChanged 225
		SP:Iteration 41Q (18169.530000 sec): 3 clusters
  Score: Raw -2900747.897585 + Penalty 4886.139838 = -2895861.757747
  nChanged 212
		SP:Iteration 42Q (18169.870000 sec): 3 clusters
  Score: Raw -2900843.481715 + Penalty 4886.139838 = -2895957.341877
  nChanged 194
		SP:Iteration 43Q (18170.150000 sec): 3 clusters
  Score: Raw -2900923.245556 + Penalty 4886.139838 = -2896037.105718
  nChanged 189
		SP:Iteration 44Q (18170.490000 sec): 3 clusters
  Score: Raw -2900999.030964 + Penalty 4886.139838 = -2896112.891125
  nChanged 177
		SP:Iteration 45Q (18170.870000 sec): 3 clusters
  Score: Raw -2901073.635104 + Penalty 4886.139838 = -2896187.495266
  nChanged 181
		SP:Iteration 46Q (18171.210000 sec): 3 clusters
  Score: Raw -2901147.358281 + Penalty 4886.139838 = -2896261.218442
  nChanged 166
		SP:Iteration 47Q (18171.550000 sec): 3 clusters
  Score: Raw -2901206.564774 + Penalty 4886.139838 = -2896320.424936
  nChanged 154
		SP:Iteration 48Q (18171.880000 sec): 3 clusters
  Score: Raw -2901259.445446 + Penalty 4886.139838 = -2896373.305608
  nChanged 132
		SP:Iteration 49Q (18172.190000 sec): 3 clusters
  Score: Raw -2901299.377431 + Penalty 4886.139838 = -2896413.237593
  nChanged 103
		SP:Iteration 50Q (18172.530000 sec): 3 clusters
  Score: Raw -2901328.805197 + Penalty 4886.139838 = -2896442.665359
  nChanged 100
		SP:Iteration 51Q (18172.900000 sec): 3 clusters
  Score: Raw -2901355.304736 + Penalty 4886.139838 = -2896469.164897
  nChanged 86
		SP:Iteration 52Q (18173.220000 sec): 3 clusters
  Score: Raw -2901375.376348 + Penalty 4886.139838 = -2896489.236509
  nChanged 74
		SP:Iteration 53Q (18173.540000 sec): 3 clusters
  Score: Raw -2901393.196711 + Penalty 4886.139838 = -2896507.056872
  nChanged 78
		SP:Iteration 54Q (18173.830000 sec): 3 clusters
  Score: Raw -2901412.101702 + Penalty 4886.139838 = -2896525.961864
  nChanged 66
		SP:Iteration 55Q (18174.090000 sec): 3 clusters
  Score: Raw -2901429.369461 + Penalty 4886.139838 = -2896543.229623
  nChanged 60
		SP:Iteration 56Q (18174.460000 sec): 3 clusters
  Score: Raw -2901445.199296 + Penalty 4886.139838 = -2896559.059457
  nChanged 54
		SP:Iteration 57Q (18174.710000 sec): 3 clusters
  Score: Raw -2901459.697699 + Penalty 4886.139838 = -2896573.557860
  nChanged 60
		SP:Iteration 58Q (18174.970000 sec): 3 clusters
  Score: Raw -2901473.446493 + Penalty 4886.139838 = -2896587.306655
  nChanged 46
		SP:Iteration 59Q (18175.230000 sec): 3 clusters
  Score: Raw -2901481.571834 + Penalty 4886.139838 = -2896595.431996
  nChanged 37
		SP:Iteration 60F (18175.530000 sec): 3 clusters
  Score: Raw -2901489.100619 + Penalty 4886.139838 = -2896602.960781
  nChanged 28
		SP:Iteration 61Q (18175.840000 sec): 3 clusters
  Score: Raw -2901494.261428 + Penalty 4886.139838 = -2896608.121589
  nChanged 33
		SP:Iteration 62Q (18176.130000 sec): 3 clusters
  Score: Raw -2901499.232987 + Penalty 4886.139838 = -2896613.093149
  nChanged 26
		SP:Iteration 63Q (18176.390000 sec): 3 clusters
  Score: Raw -2901503.298920 + Penalty 4886.139838 = -2896617.159082
  nChanged 26
		SP:Iteration 64Q (18176.750000 sec): 3 clusters
  Score: Raw -2901507.497000 + Penalty 4886.139838 = -2896621.357162
  nChanged 9
		SP:Iteration 65Q (18177.000000 sec): 3 clusters
  Score: Raw -2901509.067676 + Penalty 4886.139838 = -2896622.927838
  nChanged 8
		SP:Iteration 66Q (18177.230000 sec): 3 clusters
  Score: Raw -2901510.465804 + Penalty 4886.139838 = -2896624.325966
  nChanged 8
		SP:Iteration 67Q (18177.490000 sec): 3 clusters
  Score: Raw -2901511.436217 + Penalty 4886.139838 = -2896625.296379
  nChanged 8
		SP:Iteration 68Q (18177.750000 sec): 3 clusters
  Score: Raw -2901512.448757 + Penalty 4886.139838 = -2896626.308919
  nChanged 8
		SP:Iteration 69Q (18178.020000 sec): 3 clusters
  Score: Raw -2901513.608608 + Penalty 4886.139838 = -2896627.468770
  nChanged 11
		SP:Iteration 70Q (18178.350000 sec): 3 clusters
  Score: Raw -2901515.343412 + Penalty 4886.139838 = -2896629.203573
  nChanged 9
		SP:Iteration 71Q (18178.670000 sec): 3 clusters
  Score: Raw -2901516.815287 + Penalty 4886.139838 = -2896630.675448
  nChanged 7
		SP:Iteration 72Q (18178.940000 sec): 3 clusters
  Score: Raw -2901517.707741 + Penalty 4886.139838 = -2896631.567902
  nChanged 4
		SP:Iteration 73Q (18179.230000 sec): 3 clusters
  Score: Raw -2901518.097279 + Penalty 4886.139838 = -2896631.957440
  nChanged 4
		SP:Iteration 74Q (18179.550000 sec): 3 clusters
  Score: Raw -2901518.621039 + Penalty 4886.139838 = -2896632.481201
  nChanged 0
		SP:Iteration 75F (18179.840000 sec): 3 clusters
  Score: Raw -2901518.621039 + Penalty 4886.139838 = -2896632.481201
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (1557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18179.950000 sec): 2 clusters
  Score: Raw -219064.096794 + Penalty 1822.928011 = -217241.168783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18180.190000 sec): 3 clusters
  Score: Raw -218871.072280 + Penalty 3645.856021 = -215225.216259
  nChanged 539
		SP:Iteration 1F (18180.350000 sec): 3 clusters
  Score: Raw -220036.312883 + Penalty 3645.856021 = -216390.456862
  nChanged 183
		SP:Iteration 2F (18180.450000 sec): 3 clusters
  Score: Raw -220597.412053 + Penalty 3645.856021 = -216951.556032
  nChanged 135
		SP:Iteration 3F (18180.610000 sec): 3 clusters
  Score: Raw -221021.071377 + Penalty 3645.856021 = -217375.215356
  nChanged 115
		SP:Iteration 4F (18180.740000 sec): 3 clusters
  Score: Raw -221415.416551 + Penalty 3645.856021 = -217769.560530
  nChanged 91
		SP:Iteration 5F (18180.880000 sec): 3 clusters
  Score: Raw -221709.088408 + Penalty 3645.856021 = -218063.232386
  nChanged 69
		SP:Iteration 6Q (18181.050000 sec): 3 clusters
  Score: Raw -222048.926024 + Penalty 3645.856021 = -218403.070003
  nChanged 60
		SP:Iteration 7Q (18181.180000 sec): 3 clusters
  Score: Raw -222280.080080 + Penalty 3645.856021 = -218634.224059
  nChanged 43
		SP:Iteration 8Q (18181.260000 sec): 3 clusters
  Score: Raw -222430.571300 + Penalty 3645.856021 = -218784.715279
  nChanged 26
		SP:Iteration 9Q (18181.410000 sec): 3 clusters
  Score: Raw -222534.314151 + Penalty 3645.856021 = -218888.458129
  nChanged 22
		SP:Iteration 10Q (18181.500000 sec): 3 clusters
  Score: Raw -222590.509167 + Penalty 3645.856021 = -218944.653146
  nChanged 14
		SP:Iteration 11Q (18181.610000 sec): 3 clusters
  Score: Raw -222622.702426 + Penalty 3645.856021 = -218976.846405
  nChanged 9
		SP:Iteration 12Q (18181.760000 sec): 3 clusters
  Score: Raw -222635.520360 + Penalty 3645.856021 = -218989.664339
  nChanged 2
		SP:Iteration 13Q (18181.880000 sec): 3 clusters
  Score: Raw -222646.260948 + Penalty 3645.856021 = -219000.404927
  nChanged 2
		SP:Iteration 14Q (18181.980000 sec): 3 clusters
  Score: Raw -222651.042674 + Penalty 3645.856021 = -219005.186653
  nChanged 0
		SP:Iteration 15F (18182.130000 sec): 3 clusters
  Score: Raw -222656.605971 + Penalty 3645.856021 = -219010.749950
  nChanged 5
		SP:Iteration 16Q (18182.260000 sec): 3 clusters
  Score: Raw -222677.914185 + Penalty 3645.856021 = -219032.058164
  nChanged 5
		SP:Iteration 17Q (18182.410000 sec): 3 clusters
  Score: Raw -222689.767440 + Penalty 3645.856021 = -219043.911419
  nChanged 5
		SP:Iteration 18Q (18182.560000 sec): 3 clusters
  Score: Raw -222696.156248 + Penalty 3645.856021 = -219050.300226
  nChanged 7
		SP:Iteration 19Q (18182.650000 sec): 3 clusters
  Score: Raw -222706.358523 + Penalty 3645.856021 = -219060.502502
  nChanged 5
		SP:Iteration 20F (18182.750000 sec): 3 clusters
  Score: Raw -222715.444908 + Penalty 3645.856021 = -219069.588886
  nChanged 2
		SP:Iteration 21Q (18182.850000 sec): 3 clusters
  Score: Raw -222717.158926 + Penalty 3645.856021 = -219071.302905
  nChanged 0
		SP:Iteration 22F (18183.000000 sec): 3 clusters
  Score: Raw -222717.158926 + Penalty 3645.856021 = -219071.302905
  nChanged 0

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

 Trying to split cluster 33 (291187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18184.850000 sec): 2 clusters
  Score: Raw -46471630.559546 + Penalty 3120.266796 = -46468510.292750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18187.130000 sec): 3 clusters
  Score: Raw -46278769.441514 + Penalty 6240.533592 = -46272528.907922
  nChanged 141041
		SP:Iteration 1F (18189.330000 sec): 3 clusters
  Score: Raw -46363637.505021 + Penalty 6240.533592 = -46357396.971429
  nChanged 9406
		SP:Iteration 2Q (18191.760000 sec): 3 clusters
  Score: Raw -46366474.204971 + Penalty 6240.533592 = -46360233.671380
  nChanged 12617
		SP:Iteration 3Q (18194.260000 sec): 3 clusters
  Score: Raw -46371780.049584 + Penalty 6240.533592 = -46365539.515992
  nChanged 17495
		SP:Iteration 4F (18196.640000 sec): 3 clusters
  Score: Raw -46381927.376172 + Penalty 6240.533592 = -46375686.842580
  nChanged 23259
		SP:Iteration 5F (18198.820000 sec): 3 clusters
  Score: Raw -46399577.306968 + Penalty 6240.533592 = -46393336.773377
  nChanged 26923
		SP:Iteration 6F (18201.670000 sec): 3 clusters
  Score: Raw -46424254.758997 + Penalty 6240.533592 = -46418014.225405
  nChanged 23786
		SP:Iteration 7F (18204.330000 sec): 3 clusters
  Score: Raw -46447626.286510 + Penalty 6240.533592 = -46441385.752918
  nChanged 14985
		SP:Iteration 8F (18207.010000 sec): 3 clusters
  Score: Raw -46462194.262098 + Penalty 6240.533592 = -46455953.728506
  nChanged 6895
		SP:Iteration 9Q (18209.540000 sec): 3 clusters
  Score: Raw -46468672.413166 + Penalty 6240.533592 = -46462431.879574
  nChanged 2421
		SP:Iteration 10Q (18211.950000 sec): 3 clusters
  Score: Raw -46470865.295471 + Penalty 6240.533592 = -46464624.761879
  nChanged 706
		SP:Iteration 11Q (18213.820000 sec): 3 clusters
  Score: Raw -46471538.069131 + Penalty 6240.533592 = -46465297.535539
  nChanged 263
		SP:Iteration 12Q (18215.730000 sec): 3 clusters
  Score: Raw -46471797.922463 + Penalty 6240.533592 = -46465557.388871
  nChanged 110
		SP:Iteration 13Q (18217.730000 sec): 3 clusters
  Score: Raw -46471905.718872 + Penalty 6240.533592 = -46465665.185280
  nChanged 61
		SP:Iteration 14Q (18219.680000 sec): 3 clusters
  Score: Raw -46471960.495472 + Penalty 6240.533592 = -46465719.961880
  nChanged 43
		SP:Iteration 15Q (18221.630000 sec): 3 clusters
  Score: Raw -46472006.173294 + Penalty 6240.533592 = -46465765.639702
  nChanged 37
		SP:Iteration 16Q (18223.730000 sec): 3 clusters
  Score: Raw -46472043.363221 + Penalty 6240.533592 = -46465802.829629
  nChanged 24
		SP:Iteration 17Q (18225.670000 sec): 3 clusters
  Score: Raw -46472066.778998 + Penalty 6240.533592 = -46465826.245406
  nChanged 16
		SP:Iteration 18Q (18227.420000 sec): 3 clusters
  Score: Raw -46472078.300082 + Penalty 6240.533592 = -46465837.766490
  nChanged 8
		SP:Iteration 19Q (18229.460000 sec): 3 clusters
  Score: Raw -46472085.078318 + Penalty 6240.533592 = -46465844.544726
  nChanged 12
		SP:Iteration 20F (18231.660000 sec): 3 clusters
  Score: Raw -46472096.799266 + Penalty 6240.533592 = -46465856.265674
  nChanged 10
		SP:Iteration 21Q (18233.750000 sec): 3 clusters
  Score: Raw -46472104.645841 + Penalty 6240.533592 = -46465864.112249
  nChanged 2
		SP:Iteration 22Q (18235.740000 sec): 3 clusters
  Score: Raw -46472105.965362 + Penalty 6240.533592 = -46465865.431771
  nChanged 2
		SP:Iteration 23Q (18237.660000 sec): 3 clusters
  Score: Raw -46472108.065155 + Penalty 6240.533592 = -46465867.531563
  nChanged 2
		SP:Iteration 24Q (18239.640000 sec): 3 clusters
  Score: Raw -46472109.165536 + Penalty 6240.533592 = -46465868.631944
  nChanged 0
		SP:Iteration 25F (18241.750000 sec): 3 clusters
  Score: Raw -46472109.165536 + Penalty 6240.533592 = -46465868.631944
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (18995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18242.090000 sec): 2 clusters
  Score: Raw -2955100.592680 + Penalty 2443.278904 = -2952657.313776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18242.480000 sec): 3 clusters
  Score: Raw -2944217.410000 + Penalty 4886.557809 = -2939330.852191
  nChanged 8235
		SP:Iteration 1F (18242.820000 sec): 3 clusters
  Score: Raw -2948740.561286 + Penalty 4886.557809 = -2943854.003478
  nChanged 1218
		SP:Iteration 2F (18243.130000 sec): 3 clusters
  Score: Raw -2949457.640247 + Penalty 4886.557809 = -2944571.082439
  nChanged 1239
		SP:Iteration 3F (18243.500000 sec): 3 clusters
  Score: Raw -2950439.105832 + Penalty 4886.557809 = -2945552.548024
  nChanged 1370
		SP:Iteration 4F (18243.810000 sec): 3 clusters
  Score: Raw -2951726.340553 + Penalty 4886.557809 = -2946839.782744
  nChanged 1395
		SP:Iteration 5F (18244.130000 sec): 3 clusters
  Score: Raw -2953059.148498 + Penalty 4886.557809 = -2948172.590689
  nChanged 1350
		SP:Iteration 6F (18244.470000 sec): 3 clusters
  Score: Raw -2954153.782081 + Penalty 4886.557809 = -2949267.224273
  nChanged 1131
		SP:Iteration 7F (18244.770000 sec): 3 clusters
  Score: Raw -2954941.984657 + Penalty 4886.557809 = -2950055.426849
  nChanged 916
		SP:Iteration 8Q (18245.130000 sec): 3 clusters
  Score: Raw -2955497.456904 + Penalty 4886.557809 = -2950610.899096
  nChanged 704
		SP:Iteration 9Q (18245.450000 sec): 3 clusters
  Score: Raw -2955834.292483 + Penalty 4886.557809 = -2950947.734674
  nChanged 447
		SP:Iteration 10Q (18245.760000 sec): 3 clusters
  Score: Raw -2955989.375519 + Penalty 4886.557809 = -2951102.817710
  nChanged 305
		SP:Iteration 11Q (18246.090000 sec): 3 clusters
  Score: Raw -2956060.722499 + Penalty 4886.557809 = -2951174.164690
  nChanged 184
		SP:Iteration 12Q (18246.410000 sec): 3 clusters
  Score: Raw -2956098.527422 + Penalty 4886.557809 = -2951211.969614
  nChanged 134
		SP:Iteration 13Q (18246.820000 sec): 3 clusters
  Score: Raw -2956120.238638 + Penalty 4886.557809 = -2951233.680829
  nChanged 99
		SP:Iteration 14Q (18247.090000 sec): 3 clusters
  Score: Raw -2956135.187339 + Penalty 4886.557809 = -2951248.629531
  nChanged 80
		SP:Iteration 15Q (18247.470000 sec): 3 clusters
  Score: Raw -2956143.630699 + Penalty 4886.557809 = -2951257.072891
  nChanged 49
		SP:Iteration 16Q (18247.820000 sec): 3 clusters
  Score: Raw -2956148.616306 + Penalty 4886.557809 = -2951262.058498
  nChanged 37
		SP:Iteration 17Q (18248.140000 sec): 3 clusters
  Score: Raw -2956151.794224 + Penalty 4886.557809 = -2951265.236415
  nChanged 27
		SP:Iteration 18Q (18248.450000 sec): 3 clusters
  Score: Raw -2956154.071920 + Penalty 4886.557809 = -2951267.514111
  nChanged 28
		SP:Iteration 19Q (18248.720000 sec): 3 clusters
  Score: Raw -2956156.522600 + Penalty 4886.557809 = -2951269.964792
  nChanged 28
		SP:Iteration 20F (18249.020000 sec): 3 clusters
  Score: Raw -2956159.144837 + Penalty 4886.557809 = -2951272.587028
  nChanged 21
		SP:Iteration 21Q (18249.370000 sec): 3 clusters
  Score: Raw -2956161.040175 + Penalty 4886.557809 = -2951274.482366
  nChanged 17
		SP:Iteration 22Q (18249.680000 sec): 3 clusters
  Score: Raw -2956162.950566 + Penalty 4886.557809 = -2951276.392757
  nChanged 14
		SP:Iteration 23Q (18249.990000 sec): 3 clusters
  Score: Raw -2956164.410337 + Penalty 4886.557809 = -2951277.852528
  nChanged 14
		SP:Iteration 24Q (18250.360000 sec): 3 clusters
  Score: Raw -2956165.567836 + Penalty 4886.557809 = -2951279.010027
  nChanged 15
		SP:Iteration 25Q (18250.680000 sec): 3 clusters
  Score: Raw -2956166.670443 + Penalty 4886.557809 = -2951280.112635
  nChanged 8
		SP:Iteration 26Q (18250.990000 sec): 3 clusters
  Score: Raw -2956167.406653 + Penalty 4886.557809 = -2951280.848844
  nChanged 13
		SP:Iteration 27Q (18251.280000 sec): 3 clusters
  Score: Raw -2956168.573117 + Penalty 4886.557809 = -2951282.015309
  nChanged 15
		SP:Iteration 28Q (18251.560000 sec): 3 clusters
  Score: Raw -2956169.780502 + Penalty 4886.557809 = -2951283.222694
  nChanged 11
		SP:Iteration 29Q (18251.870000 sec): 3 clusters
  Score: Raw -2956170.676347 + Penalty 4886.557809 = -2951284.118539
  nChanged 10
		SP:Iteration 30Q (18252.150000 sec): 3 clusters
  Score: Raw -2956171.250542 + Penalty 4886.557809 = -2951284.692734
  nChanged 8
		SP:Iteration 31Q (18252.500000 sec): 3 clusters
  Score: Raw -2956171.737654 + Penalty 4886.557809 = -2951285.179845
  nChanged 4
		SP:Iteration 32Q (18252.800000 sec): 3 clusters
  Score: Raw -2956172.200867 + Penalty 4886.557809 = -2951285.643058
  nChanged 9
		SP:Iteration 33Q (18253.120000 sec): 3 clusters
  Score: Raw -2956172.910849 + Penalty 4886.557809 = -2951286.353041
  nChanged 8
		SP:Iteration 34Q (18253.450000 sec): 3 clusters
  Score: Raw -2956173.679476 + Penalty 4886.557809 = -2951287.121668
  nChanged 8
		SP:Iteration 35Q (18253.760000 sec): 3 clusters
  Score: Raw -2956174.350023 + Penalty 4886.557809 = -2951287.792214
  nChanged 5
		SP:Iteration 36Q (18254.120000 sec): 3 clusters
  Score: Raw -2956174.586487 + Penalty 4886.557809 = -2951288.028679
  nChanged 6
		SP:Iteration 37Q (18254.380000 sec): 3 clusters
  Score: Raw -2956174.999455 + Penalty 4886.557809 = -2951288.441647
  nChanged 7
		SP:Iteration 38Q (18254.630000 sec): 3 clusters
  Score: Raw -2956175.633577 + Penalty 4886.557809 = -2951289.075769
  nChanged 6
		SP:Iteration 39Q (18254.940000 sec): 3 clusters
  Score: Raw -2956176.197364 + Penalty 4886.557809 = -2951289.639555
  nChanged 3
		SP:Iteration 40F (18255.230000 sec): 3 clusters
  Score: Raw -2956176.484181 + Penalty 4886.557809 = -2951289.926372
  nChanged 3
		SP:Iteration 41Q (18255.540000 sec): 3 clusters
  Score: Raw -2956176.697664 + Penalty 4886.557809 = -2951290.139856
  nChanged 7
		SP:Iteration 42Q (18255.940000 sec): 3 clusters
  Score: Raw -2956177.320751 + Penalty 4886.557809 = -2951290.762943
  nChanged 8
		SP:Iteration 43Q (18256.320000 sec): 3 clusters
  Score: Raw -2956177.937973 + Penalty 4886.557809 = -2951291.380164
  nChanged 3
		SP:Iteration 44Q (18256.640000 sec): 3 clusters
  Score: Raw -2956178.202030 + Penalty 4886.557809 = -2951291.644221
  nChanged 3
		SP:Iteration 45Q (18256.960000 sec): 3 clusters
  Score: Raw -2956178.410265 + Penalty 4886.557809 = -2951291.852456
  nChanged 2
		SP:Iteration 46Q (18257.280000 sec): 3 clusters
  Score: Raw -2956178.495682 + Penalty 4886.557809 = -2951291.937873
  nChanged 3
		SP:Iteration 47Q (18257.630000 sec): 3 clusters
  Score: Raw -2956178.756262 + Penalty 4886.557809 = -2951292.198454
  nChanged 4
		SP:Iteration 48Q (18257.960000 sec): 3 clusters
  Score: Raw -2956179.085428 + Penalty 4886.557809 = -2951292.527619
  nChanged 4
		SP:Iteration 49Q (18258.330000 sec): 3 clusters
  Score: Raw -2956179.458996 + Penalty 4886.557809 = -2951292.901187
  nChanged 7
		SP:Iteration 50Q (18258.640000 sec): 3 clusters
  Score: Raw -2956180.282867 + Penalty 4886.557809 = -2951293.725058
  nChanged 10
		SP:Iteration 51Q (18258.940000 sec): 3 clusters
  Score: Raw -2956181.309905 + Penalty 4886.557809 = -2951294.752096
  nChanged 9
		SP:Iteration 52Q (18259.230000 sec): 3 clusters
  Score: Raw -2956182.034591 + Penalty 4886.557809 = -2951295.476782
  nChanged 6
		SP:Iteration 53Q (18259.570000 sec): 3 clusters
  Score: Raw -2956182.316782 + Penalty 4886.557809 = -2951295.758974
  nChanged 1
		SP:Iteration 54Q (18259.860000 sec): 3 clusters
  Score: Raw -2956182.369815 + Penalty 4886.557809 = -2951295.812006
  nChanged 1
		SP:Iteration 55Q (18260.200000 sec): 3 clusters
  Score: Raw -2956182.410618 + Penalty 4886.557809 = -2951295.852809
  nChanged 0
		SP:Iteration 56F (18260.490000 sec): 3 clusters
  Score: Raw -2956182.410618 + Penalty 4886.557809 = -2951295.852809
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (39835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18260.860000 sec): 2 clusters
  Score: Raw -6305067.753135 + Penalty 2626.940298 = -6302440.812837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18261.240000 sec): 3 clusters
  Score: Raw -6280700.072380 + Penalty 5253.880596 = -6275446.191784
  nChanged 18189
		SP:Iteration 1F (18261.650000 sec): 3 clusters
  Score: Raw -6290805.644615 + Penalty 5253.880596 = -6285551.764018
  nChanged 1986
		SP:Iteration 2Q (18262.140000 sec): 3 clusters
  Score: Raw -6291697.075948 + Penalty 5253.880596 = -6286443.195352
  nChanged 2194
		SP:Iteration 3F (18262.590000 sec): 3 clusters
  Score: Raw -6292853.849732 + Penalty 5253.880596 = -6287599.969136
  nChanged 2438
		SP:Iteration 4F (18263.100000 sec): 3 clusters
  Score: Raw -6294317.616163 + Penalty 5253.880596 = -6289063.735567
  nChanged 2771
		SP:Iteration 5F (18263.550000 sec): 3 clusters
  Score: Raw -6296238.466715 + Penalty 5253.880596 = -6290984.586119
  nChanged 3033
		SP:Iteration 6F (18264.020000 sec): 3 clusters
  Score: Raw -6298609.182508 + Penalty 5253.880596 = -6293355.301912
  nChanged 2875
		SP:Iteration 7F (18264.430000 sec): 3 clusters
  Score: Raw -6301005.456084 + Penalty 5253.880596 = -6295751.575488
  nChanged 2278
		SP:Iteration 8F (18264.930000 sec): 3 clusters
  Score: Raw -6302909.164284 + Penalty 5253.880596 = -6297655.283688
  nChanged 1591
		SP:Iteration 9Q (18265.410000 sec): 3 clusters
  Score: Raw -6304117.832241 + Penalty 5253.880596 = -6298863.951644
  nChanged 1080
		SP:Iteration 10Q (18265.880000 sec): 3 clusters
  Score: Raw -6304879.902286 + Penalty 5253.880596 = -6299626.021690
  nChanged 776
		SP:Iteration 11Q (18266.350000 sec): 3 clusters
  Score: Raw -6305392.147988 + Penalty 5253.880596 = -6300138.267392
  nChanged 609
		SP:Iteration 12Q (18266.830000 sec): 3 clusters
  Score: Raw -6305761.008450 + Penalty 5253.880596 = -6300507.127854
  nChanged 492
		SP:Iteration 13Q (18267.280000 sec): 3 clusters
  Score: Raw -6306053.851433 + Penalty 5253.880596 = -6300799.970837
  nChanged 452
		SP:Iteration 14Q (18267.750000 sec): 3 clusters
  Score: Raw -6306300.945188 + Penalty 5253.880596 = -6301047.064592
  nChanged 360
		SP:Iteration 15Q (18268.230000 sec): 3 clusters
  Score: Raw -6306486.187830 + Penalty 5253.880596 = -6301232.307234
  nChanged 297
		SP:Iteration 16Q (18268.690000 sec): 3 clusters
  Score: Raw -6306615.052879 + Penalty 5253.880596 = -6301361.172283
  nChanged 216
		SP:Iteration 17Q (18269.180000 sec): 3 clusters
  Score: Raw -6306706.406643 + Penalty 5253.880596 = -6301452.526047
  nChanged 195
		SP:Iteration 18Q (18269.590000 sec): 3 clusters
  Score: Raw -6306789.991252 + Penalty 5253.880596 = -6301536.110656
  nChanged 160
		SP:Iteration 19Q (18270.060000 sec): 3 clusters
  Score: Raw -6306852.994749 + Penalty 5253.880596 = -6301599.114153
  nChanged 118
		SP:Iteration 20F (18270.550000 sec): 3 clusters
  Score: Raw -6306890.632906 + Penalty 5253.880596 = -6301636.752310
  nChanged 97
		SP:Iteration 21Q (18271.010000 sec): 3 clusters
  Score: Raw -6306923.201600 + Penalty 5253.880596 = -6301669.321003
  nChanged 85
		SP:Iteration 22Q (18271.490000 sec): 3 clusters
  Score: Raw -6306951.525587 + Penalty 5253.880596 = -6301697.644991
  nChanged 66
		SP:Iteration 23Q (18271.950000 sec): 3 clusters
  Score: Raw -6306973.594977 + Penalty 5253.880596 = -6301719.714381
  nChanged 77
		SP:Iteration 24Q (18272.370000 sec): 3 clusters
  Score: Raw -6307000.104357 + Penalty 5253.880596 = -6301746.223761
  nChanged 66
		SP:Iteration 25Q (18272.790000 sec): 3 clusters
  Score: Raw -6307021.699166 + Penalty 5253.880596 = -6301767.818570
  nChanged 55
		SP:Iteration 26Q (18273.240000 sec): 3 clusters
  Score: Raw -6307039.773633 + Penalty 5253.880596 = -6301785.893037
  nChanged 44
		SP:Iteration 27Q (18273.620000 sec): 3 clusters
  Score: Raw -6307054.374586 + Penalty 5253.880596 = -6301800.493990
  nChanged 39
		SP:Iteration 28Q (18274.050000 sec): 3 clusters
  Score: Raw -6307068.461408 + Penalty 5253.880596 = -6301814.580812
  nChanged 46
		SP:Iteration 29Q (18274.490000 sec): 3 clusters
  Score: Raw -6307086.338803 + Penalty 5253.880596 = -6301832.458207
  nChanged 33
		SP:Iteration 30Q (18274.990000 sec): 3 clusters
  Score: Raw -6307097.207858 + Penalty 5253.880596 = -6301843.327262
  nChanged 25
		SP:Iteration 31Q (18275.480000 sec): 3 clusters
  Score: Raw -6307104.163668 + Penalty 5253.880596 = -6301850.283072
  nChanged 28
		SP:Iteration 32Q (18275.920000 sec): 3 clusters
  Score: Raw -6307111.780839 + Penalty 5253.880596 = -6301857.900243
  nChanged 26
		SP:Iteration 33Q (18276.380000 sec): 3 clusters
  Score: Raw -6307119.995669 + Penalty 5253.880596 = -6301866.115073
  nChanged 32
		SP:Iteration 34Q (18276.820000 sec): 3 clusters
  Score: Raw -6307128.745529 + Penalty 5253.880596 = -6301874.864933
  nChanged 30
		SP:Iteration 35Q (18277.360000 sec): 3 clusters
  Score: Raw -6307137.698320 + Penalty 5253.880596 = -6301883.817724
  nChanged 27
		SP:Iteration 36Q (18277.760000 sec): 3 clusters
  Score: Raw -6307146.223273 + Penalty 5253.880596 = -6301892.342677
  nChanged 28
		SP:Iteration 37Q (18278.180000 sec): 3 clusters
  Score: Raw -6307156.136491 + Penalty 5253.880596 = -6301902.255895
  nChanged 35
		SP:Iteration 38Q (18278.620000 sec): 3 clusters
  Score: Raw -6307168.557130 + Penalty 5253.880596 = -6301914.676534
  nChanged 32
		SP:Iteration 39Q (18279.050000 sec): 3 clusters
  Score: Raw -6307181.961575 + Penalty 5253.880596 = -6301928.080979
  nChanged 31
		SP:Iteration 40F (18279.500000 sec): 3 clusters
  Score: Raw -6307195.260393 + Penalty 5253.880596 = -6301941.379797
  nChanged 33
		SP:Iteration 41Q (18280.040000 sec): 3 clusters
  Score: Raw -6307212.012463 + Penalty 5253.880596 = -6301958.131867
  nChanged 30
		SP:Iteration 42Q (18280.490000 sec): 3 clusters
  Score: Raw -6307224.609593 + Penalty 5253.880596 = -6301970.728997
  nChanged 24
		SP:Iteration 43Q (18280.980000 sec): 3 clusters
  Score: Raw -6307232.276115 + Penalty 5253.880596 = -6301978.395519
  nChanged 25
		SP:Iteration 44Q (18281.420000 sec): 3 clusters
  Score: Raw -6307237.385344 + Penalty 5253.880596 = -6301983.504748
  nChanged 16
		SP:Iteration 45Q (18281.890000 sec): 3 clusters
  Score: Raw -6307241.027881 + Penalty 5253.880596 = -6301987.147285
  nChanged 9
		SP:Iteration 46Q (18282.320000 sec): 3 clusters
  Score: Raw -6307243.240730 + Penalty 5253.880596 = -6301989.360134
  nChanged 9
		SP:Iteration 47Q (18282.740000 sec): 3 clusters
  Score: Raw -6307245.576615 + Penalty 5253.880596 = -6301991.696019
  nChanged 9
		SP:Iteration 48Q (18283.120000 sec): 3 clusters
  Score: Raw -6307248.096470 + Penalty 5253.880596 = -6301994.215874
  nChanged 11
		SP:Iteration 49Q (18283.580000 sec): 3 clusters
  Score: Raw -6307251.376100 + Penalty 5253.880596 = -6301997.495504
  nChanged 9
		SP:Iteration 50Q (18284.030000 sec): 3 clusters
  Score: Raw -6307253.524827 + Penalty 5253.880596 = -6301999.644231
  nChanged 7
		SP:Iteration 51Q (18284.480000 sec): 3 clusters
  Score: Raw -6307254.998734 + Penalty 5253.880596 = -6302001.118138
  nChanged 3
		SP:Iteration 52Q (18284.920000 sec): 3 clusters
  Score: Raw -6307255.526855 + Penalty 5253.880596 = -6302001.646259
  nChanged 2
		SP:Iteration 53Q (18285.360000 sec): 3 clusters
  Score: Raw -6307255.837406 + Penalty 5253.880596 = -6302001.956810
  nChanged 0
		SP:Iteration 54F (18285.880000 sec): 3 clusters
  Score: Raw -6307255.837406 + Penalty 5253.880596 = -6302001.956810
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (17859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18286.110000 sec): 2 clusters
  Score: Raw -2776449.023358 + Penalty 2427.985190 = -2774021.038168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18286.430000 sec): 3 clusters
  Score: Raw -2766242.650135 + Penalty 4855.970379 = -2761386.679755
  nChanged 7833
		SP:Iteration 1F (18286.760000 sec): 3 clusters
  Score: Raw -2770531.185958 + Penalty 4855.970379 = -2765675.215579
  nChanged 1174
		SP:Iteration 2F (18287.050000 sec): 3 clusters
  Score: Raw -2771222.677315 + Penalty 4855.970379 = -2766366.706936
  nChanged 1235
		SP:Iteration 3F (18287.330000 sec): 3 clusters
  Score: Raw -2772103.422274 + Penalty 4855.970379 = -2767247.451894
  nChanged 1263
		SP:Iteration 4F (18287.630000 sec): 3 clusters
  Score: Raw -2773167.679936 + Penalty 4855.970379 = -2768311.709556
  nChanged 1282
		SP:Iteration 5F (18287.940000 sec): 3 clusters
  Score: Raw -2774265.422076 + Penalty 4855.970379 = -2769409.451696
  nChanged 1179
		SP:Iteration 6F (18288.230000 sec): 3 clusters
  Score: Raw -2775182.268511 + Penalty 4855.970379 = -2770326.298131
  nChanged 907
		SP:Iteration 7F (18288.550000 sec): 3 clusters
  Score: Raw -2775860.916334 + Penalty 4855.970379 = -2771004.945955
  nChanged 731
		SP:Iteration 8Q (18288.860000 sec): 3 clusters
  Score: Raw -2776359.640810 + Penalty 4855.970379 = -2771503.670430
  nChanged 523
		SP:Iteration 9Q (18289.180000 sec): 3 clusters
  Score: Raw -2776688.484950 + Penalty 4855.970379 = -2771832.514570
  nChanged 401
		SP:Iteration 10Q (18289.500000 sec): 3 clusters
  Score: Raw -2776873.378243 + Penalty 4855.970379 = -2772017.407864
  nChanged 288
		SP:Iteration 11Q (18289.830000 sec): 3 clusters
  Score: Raw -2776975.018863 + Penalty 4855.970379 = -2772119.048484
  nChanged 209
		SP:Iteration 12Q (18290.170000 sec): 3 clusters
  Score: Raw -2777053.530308 + Penalty 4855.970379 = -2772197.559929
  nChanged 176
		SP:Iteration 13Q (18290.450000 sec): 3 clusters
  Score: Raw -2777119.992501 + Penalty 4855.970379 = -2772264.022121
  nChanged 172
		SP:Iteration 14Q (18290.780000 sec): 3 clusters
  Score: Raw -2777181.901372 + Penalty 4855.970379 = -2772325.930992
  nChanged 154
		SP:Iteration 15Q (18291.110000 sec): 3 clusters
  Score: Raw -2777238.091767 + Penalty 4855.970379 = -2772382.121387
  nChanged 138
		SP:Iteration 16Q (18291.430000 sec): 3 clusters
  Score: Raw -2777288.101011 + Penalty 4855.970379 = -2772432.130632
  nChanged 144
		SP:Iteration 17Q (18291.760000 sec): 3 clusters
  Score: Raw -2777342.755391 + Penalty 4855.970379 = -2772486.785012
  nChanged 142
		SP:Iteration 18Q (18292.090000 sec): 3 clusters
  Score: Raw -2777400.742809 + Penalty 4855.970379 = -2772544.772430
  nChanged 132
		SP:Iteration 19Q (18292.410000 sec): 3 clusters
  Score: Raw -2777455.586246 + Penalty 4855.970379 = -2772599.615866
  nChanged 147
		SP:Iteration 20F (18292.730000 sec): 3 clusters
  Score: Raw -2777516.272844 + Penalty 4855.970379 = -2772660.302464
  nChanged 129
		SP:Iteration 21Q (18293.060000 sec): 3 clusters
  Score: Raw -2777564.686158 + Penalty 4855.970379 = -2772708.715779
  nChanged 130
		SP:Iteration 22Q (18293.390000 sec): 3 clusters
  Score: Raw -2777607.150050 + Penalty 4855.970379 = -2772751.179670
  nChanged 102
		SP:Iteration 23Q (18293.710000 sec): 3 clusters
  Score: Raw -2777643.007546 + Penalty 4855.970379 = -2772787.037167
  nChanged 93
		SP:Iteration 24Q (18294.040000 sec): 3 clusters
  Score: Raw -2777666.269657 + Penalty 4855.970379 = -2772810.299278
  nChanged 74
		SP:Iteration 25Q (18294.370000 sec): 3 clusters
  Score: Raw -2777686.993321 + Penalty 4855.970379 = -2772831.022941
  nChanged 90
		SP:Iteration 26Q (18294.690000 sec): 3 clusters
  Score: Raw -2777713.719101 + Penalty 4855.970379 = -2772857.748721
  nChanged 75
		SP:Iteration 27Q (18295.010000 sec): 3 clusters
  Score: Raw -2777731.821122 + Penalty 4855.970379 = -2772875.850742
  nChanged 55
		SP:Iteration 28Q (18295.330000 sec): 3 clusters
  Score: Raw -2777745.901242 + Penalty 4855.970379 = -2772889.930862
  nChanged 67
		SP:Iteration 29Q (18295.660000 sec): 3 clusters
  Score: Raw -2777761.859217 + Penalty 4855.970379 = -2772905.888837
  nChanged 54
		SP:Iteration 30Q (18295.980000 sec): 3 clusters
  Score: Raw -2777774.436658 + Penalty 4855.970379 = -2772918.466278
  nChanged 37
		SP:Iteration 31Q (18296.300000 sec): 3 clusters
  Score: Raw -2777781.412563 + Penalty 4855.970379 = -2772925.442183
  nChanged 27
		SP:Iteration 32Q (18296.630000 sec): 3 clusters
  Score: Raw -2777786.567483 + Penalty 4855.970379 = -2772930.597104
  nChanged 17
		SP:Iteration 33Q (18296.950000 sec): 3 clusters
  Score: Raw -2777789.394016 + Penalty 4855.970379 = -2772933.423637
  nChanged 24
		SP:Iteration 34Q (18297.270000 sec): 3 clusters
  Score: Raw -2777793.014157 + Penalty 4855.970379 = -2772937.043777
  nChanged 23
		SP:Iteration 35Q (18297.600000 sec): 3 clusters
  Score: Raw -2777796.521799 + Penalty 4855.970379 = -2772940.551420
  nChanged 20
		SP:Iteration 36Q (18297.920000 sec): 3 clusters
  Score: Raw -2777800.210929 + Penalty 4855.970379 = -2772944.240550
  nChanged 26
		SP:Iteration 37Q (18298.250000 sec): 3 clusters
  Score: Raw -2777804.083494 + Penalty 4855.970379 = -2772948.113114
  nChanged 21
		SP:Iteration 38Q (18298.570000 sec): 3 clusters
  Score: Raw -2777808.943320 + Penalty 4855.970379 = -2772952.972941
  nChanged 19
		SP:Iteration 39Q (18298.890000 sec): 3 clusters
  Score: Raw -2777811.541406 + Penalty 4855.970379 = -2772955.571027
  nChanged 21
		SP:Iteration 40F (18299.220000 sec): 3 clusters
  Score: Raw -2777814.362790 + Penalty 4855.970379 = -2772958.392411
  nChanged 22
		SP:Iteration 41Q (18299.550000 sec): 3 clusters
  Score: Raw -2777818.344689 + Penalty 4855.970379 = -2772962.374310
  nChanged 28
		SP:Iteration 42Q (18299.870000 sec): 3 clusters
  Score: Raw -2777823.789855 + Penalty 4855.970379 = -2772967.819476
  nChanged 29
		SP:Iteration 43Q (18300.200000 sec): 3 clusters
  Score: Raw -2777829.233352 + Penalty 4855.970379 = -2772973.262972
  nChanged 31
		SP:Iteration 44Q (18300.530000 sec): 3 clusters
  Score: Raw -2777835.474514 + Penalty 4855.970379 = -2772979.504135
  nChanged 35
		SP:Iteration 45Q (18300.850000 sec): 3 clusters
  Score: Raw -2777841.953262 + Penalty 4855.970379 = -2772985.982882
  nChanged 25
		SP:Iteration 46Q (18301.180000 sec): 3 clusters
  Score: Raw -2777845.938240 + Penalty 4855.970379 = -2772989.967861
  nChanged 21
		SP:Iteration 47Q (18301.510000 sec): 3 clusters
  Score: Raw -2777850.006709 + Penalty 4855.970379 = -2772994.036330
  nChanged 25
		SP:Iteration 48Q (18301.830000 sec): 3 clusters
  Score: Raw -2777855.145820 + Penalty 4855.970379 = -2772999.175441
  nChanged 26
		SP:Iteration 49Q (18302.160000 sec): 3 clusters
  Score: Raw -2777860.789643 + Penalty 4855.970379 = -2773004.819264
  nChanged 32
		SP:Iteration 50Q (18302.490000 sec): 3 clusters
  Score: Raw -2777868.283117 + Penalty 4855.970379 = -2773012.312737
  nChanged 30
		SP:Iteration 51Q (18302.810000 sec): 3 clusters
  Score: Raw -2777874.975753 + Penalty 4855.970379 = -2773019.005373
  nChanged 23
		SP:Iteration 52Q (18303.140000 sec): 3 clusters
  Score: Raw -2777879.838257 + Penalty 4855.970379 = -2773023.867877
  nChanged 19
		SP:Iteration 53Q (18303.470000 sec): 3 clusters
  Score: Raw -2777884.137554 + Penalty 4855.970379 = -2773028.167174
  nChanged 20
		SP:Iteration 54Q (18303.790000 sec): 3 clusters
  Score: Raw -2777889.058735 + Penalty 4855.970379 = -2773033.088355
  nChanged 22
		SP:Iteration 55Q (18304.120000 sec): 3 clusters
  Score: Raw -2777893.418210 + Penalty 4855.970379 = -2773037.447830
  nChanged 22
		SP:Iteration 56Q (18304.450000 sec): 3 clusters
  Score: Raw -2777897.008196 + Penalty 4855.970379 = -2773041.037817
  nChanged 18
		SP:Iteration 57Q (18304.770000 sec): 3 clusters
  Score: Raw -2777900.749705 + Penalty 4855.970379 = -2773044.779326
  nChanged 21
		SP:Iteration 58Q (18305.100000 sec): 3 clusters
  Score: Raw -2777904.144765 + Penalty 4855.970379 = -2773048.174386
  nChanged 16
		SP:Iteration 59Q (18305.430000 sec): 3 clusters
  Score: Raw -2777906.943014 + Penalty 4855.970379 = -2773050.972634
  nChanged 28
		SP:Iteration 60F (18305.760000 sec): 3 clusters
  Score: Raw -2777912.589830 + Penalty 4855.970379 = -2773056.619451
  nChanged 23
		SP:Iteration 61Q (18306.140000 sec): 3 clusters
  Score: Raw -2777917.310087 + Penalty 4855.970379 = -2773061.339707
  nChanged 26
		SP:Iteration 62Q (18306.480000 sec): 3 clusters
  Score: Raw -2777923.048001 + Penalty 4855.970379 = -2773067.077622
  nChanged 27
		SP:Iteration 63Q (18306.750000 sec): 3 clusters
  Score: Raw -2777929.877809 + Penalty 4855.970379 = -2773073.907430
  nChanged 26
		SP:Iteration 64Q (18307.010000 sec): 3 clusters
  Score: Raw -2777936.182856 + Penalty 4855.970379 = -2773080.212477
  nChanged 32
		SP:Iteration 65Q (18307.300000 sec): 3 clusters
  Score: Raw -2777943.373967 + Penalty 4855.970379 = -2773087.403588
  nChanged 20
		SP:Iteration 66Q (18307.590000 sec): 3 clusters
  Score: Raw -2777947.736742 + Penalty 4855.970379 = -2773091.766363
  nChanged 21
		SP:Iteration 67Q (18307.900000 sec): 3 clusters
  Score: Raw -2777951.431382 + Penalty 4855.970379 = -2773095.461003
  nChanged 19
		SP:Iteration 68Q (18308.150000 sec): 3 clusters
  Score: Raw -2777955.747231 + Penalty 4855.970379 = -2773099.776851
  nChanged 15
		SP:Iteration 69Q (18308.490000 sec): 3 clusters
  Score: Raw -2777958.635000 + Penalty 4855.970379 = -2773102.664620
  nChanged 20
		SP:Iteration 70Q (18308.810000 sec): 3 clusters
  Score: Raw -2777963.684096 + Penalty 4855.970379 = -2773107.713716
  nChanged 23
		SP:Iteration 71Q (18309.090000 sec): 3 clusters
  Score: Raw -2777968.571708 + Penalty 4855.970379 = -2773112.601329
  nChanged 19
		SP:Iteration 72Q (18309.390000 sec): 3 clusters
  Score: Raw -2777972.547964 + Penalty 4855.970379 = -2773116.577584
  nChanged 12
		SP:Iteration 73Q (18309.700000 sec): 3 clusters
  Score: Raw -2777974.038219 + Penalty 4855.970379 = -2773118.067839
  nChanged 6
		SP:Iteration 74Q (18310.040000 sec): 3 clusters
  Score: Raw -2777975.091519 + Penalty 4855.970379 = -2773119.121140
  nChanged 10
		SP:Iteration 75Q (18310.320000 sec): 3 clusters
  Score: Raw -2777977.113985 + Penalty 4855.970379 = -2773121.143605
  nChanged 12
		SP:Iteration 76Q (18310.620000 sec): 3 clusters
  Score: Raw -2777979.721937 + Penalty 4855.970379 = -2773123.751558
  nChanged 20
		SP:Iteration 77Q (18310.890000 sec): 3 clusters
  Score: Raw -2777984.764257 + Penalty 4855.970379 = -2773128.793877
  nChanged 22
		SP:Iteration 78Q (18311.180000 sec): 3 clusters
  Score: Raw -2777989.534008 + Penalty 4855.970379 = -2773133.563629
  nChanged 18
		SP:Iteration 79Q (18311.470000 sec): 3 clusters
  Score: Raw -2777992.011410 + Penalty 4855.970379 = -2773136.041031
  nChanged 13
		SP:Iteration 80F (18311.750000 sec): 3 clusters
  Score: Raw -2777993.878877 + Penalty 4855.970379 = -2773137.908498
  nChanged 9
		SP:Iteration 81Q (18312.060000 sec): 3 clusters
  Score: Raw -2777995.522438 + Penalty 4855.970379 = -2773139.552059
  nChanged 8
		SP:Iteration 82Q (18312.370000 sec): 3 clusters
  Score: Raw -2777996.713939 + Penalty 4855.970379 = -2773140.743559
  nChanged 10
		SP:Iteration 83Q (18312.690000 sec): 3 clusters
  Score: Raw -2777998.730650 + Penalty 4855.970379 = -2773142.760270
  nChanged 7
		SP:Iteration 84Q (18313.000000 sec): 3 clusters
  Score: Raw -2777999.698953 + Penalty 4855.970379 = -2773143.728574
  nChanged 1
		SP:Iteration 85Q (18313.330000 sec): 3 clusters
  Score: Raw -2777999.820291 + Penalty 4855.970379 = -2773143.849911
  nChanged 0
		SP:Iteration 86F (18313.670000 sec): 3 clusters
  Score: Raw -2777999.820291 + Penalty 4855.970379 = -2773143.849911
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (15860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18313.870000 sec): 2 clusters
  Score: Raw -2370637.139069 + Penalty 2398.545763 = -2368238.593306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18314.170000 sec): 3 clusters
  Score: Raw -2361598.755130 + Penalty 4797.091526 = -2356801.663604
  nChanged 6912
		SP:Iteration 1F (18314.480000 sec): 3 clusters
  Score: Raw -2365486.256003 + Penalty 4797.091526 = -2360689.164478
  nChanged 1048
		SP:Iteration 2F (18314.740000 sec): 3 clusters
  Score: Raw -2366061.295415 + Penalty 4797.091526 = -2361264.203890
  nChanged 1008
		SP:Iteration 3F (18315.020000 sec): 3 clusters
  Score: Raw -2366724.970817 + Penalty 4797.091526 = -2361927.879292
  nChanged 978
		SP:Iteration 4F (18315.310000 sec): 3 clusters
  Score: Raw -2367393.710828 + Penalty 4797.091526 = -2362596.619302
  nChanged 939
		SP:Iteration 5F (18315.530000 sec): 3 clusters
  Score: Raw -2367990.599948 + Penalty 4797.091526 = -2363193.508423
  nChanged 819
		SP:Iteration 6F (18315.840000 sec): 3 clusters
  Score: Raw -2368481.367322 + Penalty 4797.091526 = -2363684.275796
  nChanged 721
		SP:Iteration 7Q (18316.160000 sec): 3 clusters
  Score: Raw -2368835.595342 + Penalty 4797.091526 = -2364038.503816
  nChanged 584
		SP:Iteration 8Q (18316.520000 sec): 3 clusters
  Score: Raw -2369107.394441 + Penalty 4797.091526 = -2364310.302916
  nChanged 485
		SP:Iteration 9Q (18316.800000 sec): 3 clusters
  Score: Raw -2369313.419051 + Penalty 4797.091526 = -2364516.327525
  nChanged 418
		SP:Iteration 10Q (18317.160000 sec): 3 clusters
  Score: Raw -2369488.524722 + Penalty 4797.091526 = -2364691.433197
  nChanged 367
		SP:Iteration 11Q (18317.510000 sec): 3 clusters
  Score: Raw -2369635.927747 + Penalty 4797.091526 = -2364838.836222
  nChanged 328
		SP:Iteration 12Q (18317.830000 sec): 3 clusters
  Score: Raw -2369758.878564 + Penalty 4797.091526 = -2364961.787038
  nChanged 305
		SP:Iteration 13Q (18318.130000 sec): 3 clusters
  Score: Raw -2369874.617812 + Penalty 4797.091526 = -2365077.526286
  nChanged 265
		SP:Iteration 14Q (18318.430000 sec): 3 clusters
  Score: Raw -2369972.938165 + Penalty 4797.091526 = -2365175.846640
  nChanged 246
		SP:Iteration 15Q (18318.750000 sec): 3 clusters
  Score: Raw -2370059.747750 + Penalty 4797.091526 = -2365262.656224
  nChanged 201
		SP:Iteration 16Q (18319.070000 sec): 3 clusters
  Score: Raw -2370135.373157 + Penalty 4797.091526 = -2365338.281631
  nChanged 199
		SP:Iteration 17Q (18319.380000 sec): 3 clusters
  Score: Raw -2370195.957157 + Penalty 4797.091526 = -2365398.865631
  nChanged 186
		SP:Iteration 18Q (18319.700000 sec): 3 clusters
  Score: Raw -2370251.506417 + Penalty 4797.091526 = -2365454.414891
  nChanged 170
		SP:Iteration 19Q (18319.960000 sec): 3 clusters
  Score: Raw -2370306.151429 + Penalty 4797.091526 = -2365509.059903
  nChanged 154
		SP:Iteration 20F (18320.270000 sec): 3 clusters
  Score: Raw -2370360.377129 + Penalty 4797.091526 = -2365563.285603
  nChanged 162
		SP:Iteration 21Q (18320.590000 sec): 3 clusters
  Score: Raw -2370410.374893 + Penalty 4797.091526 = -2365613.283368
  nChanged 137
		SP:Iteration 22Q (18320.900000 sec): 3 clusters
  Score: Raw -2370446.056723 + Penalty 4797.091526 = -2365648.965198
  nChanged 117
		SP:Iteration 23Q (18321.250000 sec): 3 clusters
  Score: Raw -2370480.856937 + Penalty 4797.091526 = -2365683.765412
  nChanged 120
		SP:Iteration 24Q (18321.550000 sec): 3 clusters
  Score: Raw -2370515.150481 + Penalty 4797.091526 = -2365718.058956
  nChanged 103
		SP:Iteration 25Q (18321.870000 sec): 3 clusters
  Score: Raw -2370541.835004 + Penalty 4797.091526 = -2365744.743478
  nChanged 91
		SP:Iteration 26Q (18322.190000 sec): 3 clusters
  Score: Raw -2370562.159388 + Penalty 4797.091526 = -2365765.067862
  nChanged 80
		SP:Iteration 27Q (18322.500000 sec): 3 clusters
  Score: Raw -2370581.769728 + Penalty 4797.091526 = -2365784.678202
  nChanged 82
		SP:Iteration 28Q (18322.810000 sec): 3 clusters
  Score: Raw -2370601.835342 + Penalty 4797.091526 = -2365804.743817
  nChanged 79
		SP:Iteration 29Q (18323.120000 sec): 3 clusters
  Score: Raw -2370620.593977 + Penalty 4797.091526 = -2365823.502451
  nChanged 87
		SP:Iteration 30Q (18323.440000 sec): 3 clusters
  Score: Raw -2370640.717228 + Penalty 4797.091526 = -2365843.625703
  nChanged 77
		SP:Iteration 31Q (18323.720000 sec): 3 clusters
  Score: Raw -2370661.386957 + Penalty 4797.091526 = -2365864.295432
  nChanged 92
		SP:Iteration 32Q (18324.020000 sec): 3 clusters
  Score: Raw -2370685.079896 + Penalty 4797.091526 = -2365887.988370
  nChanged 82
		SP:Iteration 33Q (18324.280000 sec): 3 clusters
  Score: Raw -2370708.134364 + Penalty 4797.091526 = -2365911.042839
  nChanged 98
		SP:Iteration 34Q (18324.550000 sec): 3 clusters
  Score: Raw -2370739.097434 + Penalty 4797.091526 = -2365942.005909
  nChanged 96
		SP:Iteration 35Q (18324.850000 sec): 3 clusters
  Score: Raw -2370768.972604 + Penalty 4797.091526 = -2365971.881078
  nChanged 101
		SP:Iteration 36Q (18325.240000 sec): 3 clusters
  Score: Raw -2370806.374644 + Penalty 4797.091526 = -2366009.283118
  nChanged 109
		SP:Iteration 37Q (18325.570000 sec): 3 clusters
  Score: Raw -2370846.152473 + Penalty 4797.091526 = -2366049.060947
  nChanged 108
		SP:Iteration 38Q (18325.840000 sec): 3 clusters
  Score: Raw -2370888.258207 + Penalty 4797.091526 = -2366091.166681
  nChanged 111
		SP:Iteration 39Q (18326.130000 sec): 3 clusters
  Score: Raw -2370933.673089 + Penalty 4797.091526 = -2366136.581563
  nChanged 110
		SP:Iteration 40F (18326.420000 sec): 3 clusters
  Score: Raw -2370979.213675 + Penalty 4797.091526 = -2366182.122149
  nChanged 124
		SP:Iteration 41Q (18326.710000 sec): 3 clusters
  Score: Raw -2371028.996172 + Penalty 4797.091526 = -2366231.904646
  nChanged 111
		SP:Iteration 42Q (18326.990000 sec): 3 clusters
  Score: Raw -2371073.705967 + Penalty 4797.091526 = -2366276.614442
  nChanged 102
		SP:Iteration 43Q (18327.280000 sec): 3 clusters
  Score: Raw -2371113.103466 + Penalty 4797.091526 = -2366316.011940
  nChanged 94
		SP:Iteration 44Q (18327.620000 sec): 3 clusters
  Score: Raw -2371150.579425 + Penalty 4797.091526 = -2366353.487899
  nChanged 71
		SP:Iteration 45Q (18327.880000 sec): 3 clusters
  Score: Raw -2371179.299412 + Penalty 4797.091526 = -2366382.207886
  nChanged 72
		SP:Iteration 46Q (18328.160000 sec): 3 clusters
  Score: Raw -2371212.986604 + Penalty 4797.091526 = -2366415.895078
  nChanged 68
		SP:Iteration 47Q (18328.480000 sec): 3 clusters
  Score: Raw -2371238.565658 + Penalty 4797.091526 = -2366441.474132
  nChanged 59
		SP:Iteration 48Q (18328.750000 sec): 3 clusters
  Score: Raw -2371268.033534 + Penalty 4797.091526 = -2366470.942008
  nChanged 57
		SP:Iteration 49Q (18329.000000 sec): 3 clusters
  Score: Raw -2371294.154953 + Penalty 4797.091526 = -2366497.063428
  nChanged 51
		SP:Iteration 50Q (18329.270000 sec): 3 clusters
  Score: Raw -2371315.533748 + Penalty 4797.091526 = -2366518.442222
  nChanged 44
		SP:Iteration 51Q (18329.580000 sec): 3 clusters
  Score: Raw -2371334.386852 + Penalty 4797.091526 = -2366537.295327
  nChanged 35
		SP:Iteration 52Q (18329.900000 sec): 3 clusters
  Score: Raw -2371350.306662 + Penalty 4797.091526 = -2366553.215137
  nChanged 34
		SP:Iteration 53Q (18330.110000 sec): 3 clusters
  Score: Raw -2371365.582719 + Penalty 4797.091526 = -2366568.491193
  nChanged 39
		SP:Iteration 54Q (18330.430000 sec): 3 clusters
  Score: Raw -2371384.693200 + Penalty 4797.091526 = -2366587.601674
  nChanged 36
		SP:Iteration 55Q (18330.730000 sec): 3 clusters
  Score: Raw -2371402.732620 + Penalty 4797.091526 = -2366605.641094
  nChanged 33
		SP:Iteration 56Q (18331.000000 sec): 3 clusters
  Score: Raw -2371420.163488 + Penalty 4797.091526 = -2366623.071962
  nChanged 29
		SP:Iteration 57Q (18331.320000 sec): 3 clusters
  Score: Raw -2371435.924985 + Penalty 4797.091526 = -2366638.833460
  nChanged 28
		SP:Iteration 58Q (18331.650000 sec): 3 clusters
  Score: Raw -2371445.086444 + Penalty 4797.091526 = -2366647.994918
  nChanged 22
		SP:Iteration 59Q (18331.940000 sec): 3 clusters
  Score: Raw -2371453.337124 + Penalty 4797.091526 = -2366656.245599
  nChanged 16
		SP:Iteration 60F (18332.280000 sec): 3 clusters
  Score: Raw -2371458.653858 + Penalty 4797.091526 = -2366661.562332
  nChanged 11
		SP:Iteration 61Q (18332.580000 sec): 3 clusters
  Score: Raw -2371463.885506 + Penalty 4797.091526 = -2366666.793981
  nChanged 9
		SP:Iteration 62Q (18332.880000 sec): 3 clusters
  Score: Raw -2371466.338921 + Penalty 4797.091526 = -2366669.247396
  nChanged 7
		SP:Iteration 63Q (18333.220000 sec): 3 clusters
  Score: Raw -2371471.006302 + Penalty 4797.091526 = -2366673.914777
  nChanged 12
		SP:Iteration 64Q (18333.530000 sec): 3 clusters
  Score: Raw -2371476.853719 + Penalty 4797.091526 = -2366679.762193
  nChanged 11
		SP:Iteration 65Q (18333.820000 sec): 3 clusters
  Score: Raw -2371481.813580 + Penalty 4797.091526 = -2366684.722054
  nChanged 10
		SP:Iteration 66Q (18334.140000 sec): 3 clusters
  Score: Raw -2371486.785640 + Penalty 4797.091526 = -2366689.694114
  nChanged 7
		SP:Iteration 67Q (18334.440000 sec): 3 clusters
  Score: Raw -2371489.035631 + Penalty 4797.091526 = -2366691.944105
  nChanged 3
		SP:Iteration 68Q (18334.750000 sec): 3 clusters
  Score: Raw -2371490.498154 + Penalty 4797.091526 = -2366693.406628
  nChanged 4
		SP:Iteration 69Q (18335.020000 sec): 3 clusters
  Score: Raw -2371491.972229 + Penalty 4797.091526 = -2366694.880703
  nChanged 2
		SP:Iteration 70Q (18335.280000 sec): 3 clusters
  Score: Raw -2371492.667050 + Penalty 4797.091526 = -2366695.575524
  nChanged 3
		SP:Iteration 71Q (18335.610000 sec): 3 clusters
  Score: Raw -2371493.417584 + Penalty 4797.091526 = -2366696.326059
  nChanged 3
		SP:Iteration 72Q (18335.900000 sec): 3 clusters
  Score: Raw -2371495.107181 + Penalty 4797.091526 = -2366698.015656
  nChanged 3
		SP:Iteration 73Q (18336.140000 sec): 3 clusters
  Score: Raw -2371496.494681 + Penalty 4797.091526 = -2366699.403155
  nChanged 5
		SP:Iteration 74Q (18336.420000 sec): 3 clusters
  Score: Raw -2371499.491803 + Penalty 4797.091526 = -2366702.400277
  nChanged 5
		SP:Iteration 75Q (18336.650000 sec): 3 clusters
  Score: Raw -2371501.390624 + Penalty 4797.091526 = -2366704.299098
  nChanged 5
		SP:Iteration 76Q (18336.930000 sec): 3 clusters
  Score: Raw -2371504.214202 + Penalty 4797.091526 = -2366707.122676
  nChanged 7
		SP:Iteration 77Q (18337.250000 sec): 3 clusters
  Score: Raw -2371507.435920 + Penalty 4797.091526 = -2366710.344394
  nChanged 10
		SP:Iteration 78Q (18337.530000 sec): 3 clusters
  Score: Raw -2371513.103413 + Penalty 4797.091526 = -2366716.011887
  nChanged 18
		SP:Iteration 79Q (18337.750000 sec): 3 clusters
  Score: Raw -2371520.806802 + Penalty 4797.091526 = -2366723.715277
  nChanged 11
		SP:Iteration 80F (18338.070000 sec): 3 clusters
  Score: Raw -2371524.523330 + Penalty 4797.091526 = -2366727.431805
  nChanged 7
		SP:Iteration 81Q (18338.350000 sec): 3 clusters
  Score: Raw -2371527.843369 + Penalty 4797.091526 = -2366730.751844
  nChanged 7
		SP:Iteration 82Q (18338.610000 sec): 3 clusters
  Score: Raw -2371531.989408 + Penalty 4797.091526 = -2366734.897882
  nChanged 10
		SP:Iteration 83Q (18338.930000 sec): 3 clusters
  Score: Raw -2371536.850618 + Penalty 4797.091526 = -2366739.759093
  nChanged 7
		SP:Iteration 84Q (18339.170000 sec): 3 clusters
  Score: Raw -2371540.216152 + Penalty 4797.091526 = -2366743.124626
  nChanged 7
		SP:Iteration 85Q (18339.510000 sec): 3 clusters
  Score: Raw -2371543.639737 + Penalty 4797.091526 = -2366746.548212
  nChanged 9
		SP:Iteration 86Q (18339.820000 sec): 3 clusters
  Score: Raw -2371548.783671 + Penalty 4797.091526 = -2366751.692145
  nChanged 3
		SP:Iteration 87Q (18340.120000 sec): 3 clusters
  Score: Raw -2371550.884532 + Penalty 4797.091526 = -2366753.793007
  nChanged 4
		SP:Iteration 88Q (18340.380000 sec): 3 clusters
  Score: Raw -2371553.265799 + Penalty 4797.091526 = -2366756.174274
  nChanged 3
		SP:Iteration 89Q (18340.690000 sec): 3 clusters
  Score: Raw -2371554.983314 + Penalty 4797.091526 = -2366757.891788
  nChanged 3
		SP:Iteration 90Q (18340.960000 sec): 3 clusters
  Score: Raw -2371555.829053 + Penalty 4797.091526 = -2366758.737527
  nChanged 0
		SP:Iteration 91F (18341.290000 sec): 3 clusters
  Score: Raw -2371555.829053 + Penalty 4797.091526 = -2366758.737527
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (10166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18341.460000 sec): 2 clusters
  Score: Raw -1583014.390626 + Penalty 2288.247416 = -1580726.143209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18341.660000 sec): 3 clusters
  Score: Raw -1577555.453158 + Penalty 4576.494833 = -1572978.958325
  nChanged 4222
		SP:Iteration 1F (18341.920000 sec): 3 clusters
  Score: Raw -1579816.739380 + Penalty 4576.494833 = -1575240.244547
  nChanged 630
		SP:Iteration 2F (18342.180000 sec): 3 clusters
  Score: Raw -1580122.813630 + Penalty 4576.494833 = -1575546.318798
  nChanged 517
		SP:Iteration 3F (18342.360000 sec): 3 clusters
  Score: Raw -1580383.437926 + Penalty 4576.494833 = -1575806.943093
  nChanged 440
		SP:Iteration 4Q (18342.620000 sec): 3 clusters
  Score: Raw -1580612.215169 + Penalty 4576.494833 = -1576035.720337
  nChanged 429
		SP:Iteration 5Q (18342.920000 sec): 3 clusters
  Score: Raw -1580815.377254 + Penalty 4576.494833 = -1576238.882422
  nChanged 398
		SP:Iteration 6Q (18343.130000 sec): 3 clusters
  Score: Raw -1581006.442106 + Penalty 4576.494833 = -1576429.947273
  nChanged 392
		SP:Iteration 7Q (18343.420000 sec): 3 clusters
  Score: Raw -1581192.829714 + Penalty 4576.494833 = -1576616.334881
  nChanged 366
		SP:Iteration 8Q (18343.680000 sec): 3 clusters
  Score: Raw -1581368.688066 + Penalty 4576.494833 = -1576792.193234
  nChanged 339
		SP:Iteration 9Q (18343.920000 sec): 3 clusters
  Score: Raw -1581531.461595 + Penalty 4576.494833 = -1576954.966763
  nChanged 327
		SP:Iteration 10Q (18344.160000 sec): 3 clusters
  Score: Raw -1581678.336829 + Penalty 4576.494833 = -1577101.841997
  nChanged 292
		SP:Iteration 11Q (18344.380000 sec): 3 clusters
  Score: Raw -1581791.217314 + Penalty 4576.494833 = -1577214.722481
  nChanged 238
		SP:Iteration 12Q (18344.600000 sec): 3 clusters
  Score: Raw -1581876.999378 + Penalty 4576.494833 = -1577300.504545
  nChanged 211
		SP:Iteration 13Q (18344.880000 sec): 3 clusters
  Score: Raw -1581961.436402 + Penalty 4576.494833 = -1577384.941570
  nChanged 218
		SP:Iteration 14Q (18345.080000 sec): 3 clusters
  Score: Raw -1582041.528096 + Penalty 4576.494833 = -1577465.033264
  nChanged 209
		SP:Iteration 15Q (18345.300000 sec): 3 clusters
  Score: Raw -1582123.377189 + Penalty 4576.494833 = -1577546.882356
  nChanged 183
		SP:Iteration 16Q (18345.540000 sec): 3 clusters
  Score: Raw -1582199.184398 + Penalty 4576.494833 = -1577622.689566
  nChanged 190
		SP:Iteration 17Q (18345.770000 sec): 3 clusters
  Score: Raw -1582276.581075 + Penalty 4576.494833 = -1577700.086243
  nChanged 191
		SP:Iteration 18Q (18345.960000 sec): 3 clusters
  Score: Raw -1582351.964615 + Penalty 4576.494833 = -1577775.469782
  nChanged 169
		SP:Iteration 19Q (18346.200000 sec): 3 clusters
  Score: Raw -1582425.992645 + Penalty 4576.494833 = -1577849.497812
  nChanged 175
		SP:Iteration 20F (18346.450000 sec): 3 clusters
  Score: Raw -1582518.494205 + Penalty 4576.494833 = -1577941.999373
  nChanged 203
		SP:Iteration 21Q (18346.680000 sec): 3 clusters
  Score: Raw -1582633.048059 + Penalty 4576.494833 = -1578056.553227
  nChanged 196
		SP:Iteration 22Q (18346.920000 sec): 3 clusters
  Score: Raw -1582730.120974 + Penalty 4576.494833 = -1578153.626141
  nChanged 171
		SP:Iteration 23Q (18347.190000 sec): 3 clusters
  Score: Raw -1582801.245337 + Penalty 4576.494833 = -1578224.750504
  nChanged 139
		SP:Iteration 24Q (18347.450000 sec): 3 clusters
  Score: Raw -1582851.749571 + Penalty 4576.494833 = -1578275.254738
  nChanged 124
		SP:Iteration 25Q (18347.680000 sec): 3 clusters
  Score: Raw -1582899.783049 + Penalty 4576.494833 = -1578323.288217
  nChanged 109
		SP:Iteration 26Q (18347.920000 sec): 3 clusters
  Score: Raw -1582941.515546 + Penalty 4576.494833 = -1578365.020714
  nChanged 101
		SP:Iteration 27Q (18348.110000 sec): 3 clusters
  Score: Raw -1582971.550033 + Penalty 4576.494833 = -1578395.055201
  nChanged 84
		SP:Iteration 28Q (18348.320000 sec): 3 clusters
  Score: Raw -1583001.963891 + Penalty 4576.494833 = -1578425.469058
  nChanged 80
		SP:Iteration 29Q (18348.550000 sec): 3 clusters
  Score: Raw -1583027.628222 + Penalty 4576.494833 = -1578451.133390
  nChanged 58
		SP:Iteration 30Q (18348.810000 sec): 3 clusters
  Score: Raw -1583047.343560 + Penalty 4576.494833 = -1578470.848728
  nChanged 59
		SP:Iteration 31Q (18349.030000 sec): 3 clusters
  Score: Raw -1583067.197783 + Penalty 4576.494833 = -1578490.702951
  nChanged 62
		SP:Iteration 32Q (18349.340000 sec): 3 clusters
  Score: Raw -1583085.191370 + Penalty 4576.494833 = -1578508.696537
  nChanged 49
		SP:Iteration 33Q (18349.580000 sec): 3 clusters
  Score: Raw -1583099.362614 + Penalty 4576.494833 = -1578522.867781
  nChanged 56
		SP:Iteration 34Q (18349.850000 sec): 3 clusters
  Score: Raw -1583116.060724 + Penalty 4576.494833 = -1578539.565891
  nChanged 57
		SP:Iteration 35Q (18350.140000 sec): 3 clusters
  Score: Raw -1583136.586466 + Penalty 4576.494833 = -1578560.091633
  nChanged 52
		SP:Iteration 36Q (18350.420000 sec): 3 clusters
  Score: Raw -1583153.790062 + Penalty 4576.494833 = -1578577.295230
  nChanged 48
		SP:Iteration 37Q (18350.690000 sec): 3 clusters
  Score: Raw -1583170.150792 + Penalty 4576.494833 = -1578593.655959
  nChanged 52
		SP:Iteration 38Q (18350.940000 sec): 3 clusters
  Score: Raw -1583183.736622 + Penalty 4576.494833 = -1578607.241789
  nChanged 47
		SP:Iteration 39Q (18351.170000 sec): 3 clusters
  Score: Raw -1583199.734958 + Penalty 4576.494833 = -1578623.240125
  nChanged 39
		SP:Iteration 40F (18351.370000 sec): 3 clusters
  Score: Raw -1583212.796487 + Penalty 4576.494833 = -1578636.301654
  nChanged 40
		SP:Iteration 41Q (18351.590000 sec): 3 clusters
  Score: Raw -1583225.578109 + Penalty 4576.494833 = -1578649.083276
  nChanged 39
		SP:Iteration 42Q (18351.780000 sec): 3 clusters
  Score: Raw -1583237.305543 + Penalty 4576.494833 = -1578660.810711
  nChanged 41
		SP:Iteration 43Q (18351.950000 sec): 3 clusters
  Score: Raw -1583251.374496 + Penalty 4576.494833 = -1578674.879664
  nChanged 45
		SP:Iteration 44Q (18352.170000 sec): 3 clusters
  Score: Raw -1583268.343530 + Penalty 4576.494833 = -1578691.848697
  nChanged 39
		SP:Iteration 45Q (18352.380000 sec): 3 clusters
  Score: Raw -1583283.498591 + Penalty 4576.494833 = -1578707.003758
  nChanged 41
		SP:Iteration 46Q (18352.550000 sec): 3 clusters
  Score: Raw -1583301.421795 + Penalty 4576.494833 = -1578724.926963
  nChanged 44
		SP:Iteration 47Q (18352.770000 sec): 3 clusters
  Score: Raw -1583318.544043 + Penalty 4576.494833 = -1578742.049210
  nChanged 45
		SP:Iteration 48Q (18352.950000 sec): 3 clusters
  Score: Raw -1583337.746330 + Penalty 4576.494833 = -1578761.251497
  nChanged 48
		SP:Iteration 49Q (18353.120000 sec): 3 clusters
  Score: Raw -1583356.176275 + Penalty 4576.494833 = -1578779.681442
  nChanged 38
		SP:Iteration 50Q (18353.380000 sec): 3 clusters
  Score: Raw -1583372.430237 + Penalty 4576.494833 = -1578795.935404
  nChanged 42
		SP:Iteration 51Q (18353.650000 sec): 3 clusters
  Score: Raw -1583392.803172 + Penalty 4576.494833 = -1578816.308339
  nChanged 50
		SP:Iteration 52Q (18353.940000 sec): 3 clusters
  Score: Raw -1583415.970247 + Penalty 4576.494833 = -1578839.475414
  nChanged 50
		SP:Iteration 53Q (18354.150000 sec): 3 clusters
  Score: Raw -1583438.431737 + Penalty 4576.494833 = -1578861.936904
  nChanged 50
		SP:Iteration 54Q (18354.430000 sec): 3 clusters
  Score: Raw -1583459.379287 + Penalty 4576.494833 = -1578882.884454
  nChanged 41
		SP:Iteration 55Q (18354.620000 sec): 3 clusters
  Score: Raw -1583474.689986 + Penalty 4576.494833 = -1578898.195153
  nChanged 34
		SP:Iteration 56Q (18354.790000 sec): 3 clusters
  Score: Raw -1583489.777667 + Penalty 4576.494833 = -1578913.282834
  nChanged 28
		SP:Iteration 57Q (18355.050000 sec): 3 clusters
  Score: Raw -1583500.932176 + Penalty 4576.494833 = -1578924.437343
  nChanged 29
		SP:Iteration 58Q (18355.340000 sec): 3 clusters
  Score: Raw -1583511.838680 + Penalty 4576.494833 = -1578935.343847
  nChanged 21
		SP:Iteration 59Q (18355.610000 sec): 3 clusters
  Score: Raw -1583519.254073 + Penalty 4576.494833 = -1578942.759240
  nChanged 20
		SP:Iteration 60F (18355.820000 sec): 3 clusters
  Score: Raw -1583526.223123 + Penalty 4576.494833 = -1578949.728291
  nChanged 16
		SP:Iteration 61Q (18356.040000 sec): 3 clusters
  Score: Raw -1583532.296824 + Penalty 4576.494833 = -1578955.801991
  nChanged 8
		SP:Iteration 62Q (18356.210000 sec): 3 clusters
  Score: Raw -1583535.250787 + Penalty 4576.494833 = -1578958.755954
  nChanged 8
		SP:Iteration 63Q (18356.430000 sec): 3 clusters
  Score: Raw -1583538.748374 + Penalty 4576.494833 = -1578962.253541
  nChanged 8
		SP:Iteration 64Q (18356.650000 sec): 3 clusters
  Score: Raw -1583542.078661 + Penalty 4576.494833 = -1578965.583828
  nChanged 7
		SP:Iteration 65Q (18356.890000 sec): 3 clusters
  Score: Raw -1583545.111038 + Penalty 4576.494833 = -1578968.616206
  nChanged 6
		SP:Iteration 66Q (18357.120000 sec): 3 clusters
  Score: Raw -1583546.922626 + Penalty 4576.494833 = -1578970.427794
  nChanged 12
		SP:Iteration 67Q (18357.420000 sec): 3 clusters
  Score: Raw -1583551.107890 + Penalty 4576.494833 = -1578974.613058
  nChanged 9
		SP:Iteration 68Q (18357.690000 sec): 3 clusters
  Score: Raw -1583553.845082 + Penalty 4576.494833 = -1578977.350249
  nChanged 8
		SP:Iteration 69Q (18357.900000 sec): 3 clusters
  Score: Raw -1583556.273695 + Penalty 4576.494833 = -1578979.778863
  nChanged 10
		SP:Iteration 70Q (18358.120000 sec): 3 clusters
  Score: Raw -1583560.589486 + Penalty 4576.494833 = -1578984.094653
  nChanged 9
		SP:Iteration 71Q (18358.400000 sec): 3 clusters
  Score: Raw -1583565.631221 + Penalty 4576.494833 = -1578989.136388
  nChanged 10
		SP:Iteration 72Q (18358.600000 sec): 3 clusters
  Score: Raw -1583568.642545 + Penalty 4576.494833 = -1578992.147713
  nChanged 10
		SP:Iteration 73Q (18358.820000 sec): 3 clusters
  Score: Raw -1583574.101792 + Penalty 4576.494833 = -1578997.606960
  nChanged 8
		SP:Iteration 74Q (18359.060000 sec): 3 clusters
  Score: Raw -1583577.744675 + Penalty 4576.494833 = -1579001.249842
  nChanged 4
		SP:Iteration 75Q (18359.260000 sec): 3 clusters
  Score: Raw -1583579.006318 + Penalty 4576.494833 = -1579002.511485
  nChanged 2
		SP:Iteration 76Q (18359.440000 sec): 3 clusters
  Score: Raw -1583579.800329 + Penalty 4576.494833 = -1579003.305497
  nChanged 2
		SP:Iteration 77Q (18359.650000 sec): 3 clusters
  Score: Raw -1583580.378375 + Penalty 4576.494833 = -1579003.883543
  nChanged 0
		SP:Iteration 78F (18359.920000 sec): 3 clusters
  Score: Raw -1583580.378375 + Penalty 4576.494833 = -1579003.883543
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (5760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18360.040000 sec): 2 clusters
  Score: Raw -781426.072243 + Penalty 2147.355803 = -779278.716440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18360.200000 sec): 3 clusters
  Score: Raw -778724.351372 + Penalty 4294.711606 = -774429.639766
  nChanged 2324
		SP:Iteration 1F (18360.420000 sec): 3 clusters
  Score: Raw -781009.971498 + Penalty 4294.711606 = -776715.259893
  nChanged 793
		SP:Iteration 2F (18360.540000 sec): 3 clusters
  Score: Raw -782474.802556 + Penalty 4294.711606 = -778180.090950
  nChanged 646
		SP:Iteration 3F (18360.760000 sec): 3 clusters
  Score: Raw -783479.567826 + Penalty 4294.711606 = -779184.856220
  nChanged 408
		SP:Iteration 4F (18360.900000 sec): 3 clusters
  Score: Raw -783972.334739 + Penalty 4294.711606 = -779677.623133
  nChanged 244
		SP:Iteration 5Q (18361.120000 sec): 3 clusters
  Score: Raw -784170.806760 + Penalty 4294.711606 = -779876.095154
  nChanged 127
		SP:Iteration 6Q (18361.270000 sec): 3 clusters
  Score: Raw -784291.036223 + Penalty 4294.711606 = -779996.324618
  nChanged 101
		SP:Iteration 7Q (18361.440000 sec): 3 clusters
  Score: Raw -784424.691460 + Penalty 4294.711606 = -780129.979854
  nChanged 120
		SP:Iteration 8Q (18361.650000 sec): 3 clusters
  Score: Raw -784563.653927 + Penalty 4294.711606 = -780268.942321
  nChanged 113
		SP:Iteration 9Q (18361.830000 sec): 3 clusters
  Score: Raw -784672.642030 + Penalty 4294.711606 = -780377.930424
  nChanged 99
		SP:Iteration 10Q (18361.990000 sec): 3 clusters
  Score: Raw -784742.634917 + Penalty 4294.711606 = -780447.923311
  nChanged 77
		SP:Iteration 11Q (18362.180000 sec): 3 clusters
  Score: Raw -784793.050238 + Penalty 4294.711606 = -780498.338632
  nChanged 55
		SP:Iteration 12Q (18362.390000 sec): 3 clusters
  Score: Raw -784830.899677 + Penalty 4294.711606 = -780536.188071
  nChanged 43
		SP:Iteration 13Q (18362.640000 sec): 3 clusters
  Score: Raw -784861.096443 + Penalty 4294.711606 = -780566.384837
  nChanged 54
		SP:Iteration 14Q (18362.840000 sec): 3 clusters
  Score: Raw -784895.897363 + Penalty 4294.711606 = -780601.185757
  nChanged 58
		SP:Iteration 15Q (18363.060000 sec): 3 clusters
  Score: Raw -784930.230838 + Penalty 4294.711606 = -780635.519233
  nChanged 44
		SP:Iteration 16Q (18363.260000 sec): 3 clusters
  Score: Raw -784959.874413 + Penalty 4294.711606 = -780665.162807
  nChanged 33
		SP:Iteration 17Q (18363.480000 sec): 3 clusters
  Score: Raw -784988.221080 + Penalty 4294.711606 = -780693.509474
  nChanged 44
		SP:Iteration 18Q (18363.680000 sec): 3 clusters
  Score: Raw -785015.614569 + Penalty 4294.711606 = -780720.902964
  nChanged 36
		SP:Iteration 19Q (18363.880000 sec): 3 clusters
  Score: Raw -785030.730462 + Penalty 4294.711606 = -780736.018856
  nChanged 33
		SP:Iteration 20F (18364.110000 sec): 3 clusters
  Score: Raw -785049.453311 + Penalty 4294.711606 = -780754.741705
  nChanged 36
		SP:Iteration 21Q (18364.340000 sec): 3 clusters
  Score: Raw -785073.389038 + Penalty 4294.711606 = -780778.677432
  nChanged 32
		SP:Iteration 22Q (18364.560000 sec): 3 clusters
  Score: Raw -785096.017624 + Penalty 4294.711606 = -780801.306018
  nChanged 31
		SP:Iteration 23Q (18364.750000 sec): 3 clusters
  Score: Raw -785122.406160 + Penalty 4294.711606 = -780827.694554
  nChanged 38
		SP:Iteration 24Q (18364.930000 sec): 3 clusters
  Score: Raw -785150.907964 + Penalty 4294.711606 = -780856.196358
  nChanged 29
		SP:Iteration 25Q (18365.120000 sec): 3 clusters
  Score: Raw -785164.318803 + Penalty 4294.711606 = -780869.607197
  nChanged 18
		SP:Iteration 26Q (18365.340000 sec): 3 clusters
  Score: Raw -785174.462597 + Penalty 4294.711606 = -780879.750991
  nChanged 15
		SP:Iteration 27Q (18365.580000 sec): 3 clusters
  Score: Raw -785181.421285 + Penalty 4294.711606 = -780886.709679
  nChanged 18
		SP:Iteration 28Q (18365.790000 sec): 3 clusters
  Score: Raw -785192.682161 + Penalty 4294.711606 = -780897.970555
  nChanged 24
		SP:Iteration 29Q (18366.090000 sec): 3 clusters
  Score: Raw -785206.292004 + Penalty 4294.711606 = -780911.580398
  nChanged 26
		SP:Iteration 30Q (18366.320000 sec): 3 clusters
  Score: Raw -785219.462020 + Penalty 4294.711606 = -780924.750414
  nChanged 24
		SP:Iteration 31Q (18366.510000 sec): 3 clusters
  Score: Raw -785230.873208 + Penalty 4294.711606 = -780936.161602
  nChanged 21
		SP:Iteration 32Q (18366.740000 sec): 3 clusters
  Score: Raw -785240.987496 + Penalty 4294.711606 = -780946.275891
  nChanged 20
		SP:Iteration 33Q (18366.920000 sec): 3 clusters
  Score: Raw -785248.065543 + Penalty 4294.711606 = -780953.353937
  nChanged 10
		SP:Iteration 34Q (18367.170000 sec): 3 clusters
  Score: Raw -785251.079123 + Penalty 4294.711606 = -780956.367517
  nChanged 5
		SP:Iteration 35Q (18367.420000 sec): 3 clusters
  Score: Raw -785254.917838 + Penalty 4294.711606 = -780960.206232
  nChanged 7
		SP:Iteration 36Q (18367.660000 sec): 3 clusters
  Score: Raw -785257.456205 + Penalty 4294.711606 = -780962.744599
  nChanged 4
		SP:Iteration 37Q (18367.890000 sec): 3 clusters
  Score: Raw -785258.713583 + Penalty 4294.711606 = -780964.001977
  nChanged 3
		SP:Iteration 38Q (18368.110000 sec): 3 clusters
  Score: Raw -785259.544851 + Penalty 4294.711606 = -780964.833245
  nChanged 3
		SP:Iteration 39Q (18368.340000 sec): 3 clusters
  Score: Raw -785260.600620 + Penalty 4294.711606 = -780965.889015
  nChanged 4
		SP:Iteration 40F (18368.570000 sec): 3 clusters
  Score: Raw -785261.947226 + Penalty 4294.711606 = -780967.235620
  nChanged 5
		SP:Iteration 41Q (18368.770000 sec): 3 clusters
  Score: Raw -785264.216976 + Penalty 4294.711606 = -780969.505370
  nChanged 3
		SP:Iteration 42Q (18369.000000 sec): 3 clusters
  Score: Raw -785267.103979 + Penalty 4294.711606 = -780972.392373
  nChanged 4
		SP:Iteration 43Q (18369.190000 sec): 3 clusters
  Score: Raw -785269.373110 + Penalty 4294.711606 = -780974.661504
  nChanged 3
		SP:Iteration 44Q (18369.350000 sec): 3 clusters
  Score: Raw -785270.046088 + Penalty 4294.711606 = -780975.334483
  nChanged 2
		SP:Iteration 45Q (18369.680000 sec): 3 clusters
  Score: Raw -785271.361496 + Penalty 4294.711606 = -780976.649890
  nChanged 2
		SP:Iteration 46Q (18369.930000 sec): 3 clusters
  Score: Raw -785272.600800 + Penalty 4294.711606 = -780977.889195
  nChanged 2
		SP:Iteration 47Q (18370.060000 sec): 3 clusters
  Score: Raw -785273.274162 + Penalty 4294.711606 = -780978.562556
  nChanged 2
		SP:Iteration 48Q (18370.260000 sec): 3 clusters
  Score: Raw -785275.184798 + Penalty 4294.711606 = -780980.473192
  nChanged 6
		SP:Iteration 49Q (18370.470000 sec): 3 clusters
  Score: Raw -785277.722075 + Penalty 4294.711606 = -780983.010469
  nChanged 4
		SP:Iteration 50Q (18370.700000 sec): 3 clusters
  Score: Raw -785279.216078 + Penalty 4294.711606 = -780984.504472
  nChanged 3
		SP:Iteration 51Q (18370.950000 sec): 3 clusters
  Score: Raw -785281.185571 + Penalty 4294.711606 = -780986.473965
  nChanged 1
		SP:Iteration 52Q (18371.080000 sec): 3 clusters
  Score: Raw -785281.665213 + Penalty 4294.711606 = -780986.953607
  nChanged 2
		SP:Iteration 53Q (18371.290000 sec): 3 clusters
  Score: Raw -785282.368172 + Penalty 4294.711606 = -780987.656566
  nChanged 0
		SP:Iteration 54F (18371.530000 sec): 3 clusters
  Score: Raw -785282.368172 + Penalty 4294.711606 = -780987.656566
  nChanged 0

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

 Trying to split cluster 40 (94423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18372.300000 sec): 2 clusters
  Score: Raw -15229426.599856 + Penalty 2840.973912 = -15226585.625944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18373.190000 sec): 3 clusters
  Score: Raw -15169097.408556 + Penalty 5681.947823 = -15163415.460733
  nChanged 44513
		SP:Iteration 1F (18374.090000 sec): 3 clusters
  Score: Raw -15195182.814932 + Penalty 5681.947823 = -15189500.867108
  nChanged 4119
		SP:Iteration 2Q (18375.030000 sec): 3 clusters
  Score: Raw -15196670.999417 + Penalty 5681.947823 = -15190989.051594
  nChanged 4852
		SP:Iteration 3F (18375.900000 sec): 3 clusters
  Score: Raw -15198764.358581 + Penalty 5681.947823 = -15193082.410758
  nChanged 5505
		SP:Iteration 4F (18376.690000 sec): 3 clusters
  Score: Raw -15201513.576316 + Penalty 5681.947823 = -15195831.628493
  nChanged 5892
		SP:Iteration 5F (18377.550000 sec): 3 clusters
  Score: Raw -15204734.828115 + Penalty 5681.947823 = -15199052.880292
  nChanged 5754
		SP:Iteration 6F (18378.370000 sec): 3 clusters
  Score: Raw -15208066.792024 + Penalty 5681.947823 = -15202384.844200
  nChanged 5260
		SP:Iteration 7F (18379.190000 sec): 3 clusters
  Score: Raw -15211521.755318 + Penalty 5681.947823 = -15205839.807494
  nChanged 4622
		SP:Iteration 8Q (18380.030000 sec): 3 clusters
  Score: Raw -15215093.298527 + Penalty 5681.947823 = -15209411.350704
  nChanged 4094
		SP:Iteration 9Q (18380.970000 sec): 3 clusters
  Score: Raw -15218461.883201 + Penalty 5681.947823 = -15212779.935378
  nChanged 3422
		SP:Iteration 10Q (18381.850000 sec): 3 clusters
  Score: Raw -15220895.646360 + Penalty 5681.947823 = -15215213.698536
  nChanged 2606
		SP:Iteration 11Q (18382.790000 sec): 3 clusters
  Score: Raw -15222287.999401 + Penalty 5681.947823 = -15216606.051578
  nChanged 1715
		SP:Iteration 12Q (18383.690000 sec): 3 clusters
  Score: Raw -15223027.353919 + Penalty 5681.947823 = -15217345.406095
  nChanged 1269
		SP:Iteration 13Q (18384.480000 sec): 3 clusters
  Score: Raw -15223541.151442 + Penalty 5681.947823 = -15217859.203618
  nChanged 1092
		SP:Iteration 14Q (18385.320000 sec): 3 clusters
  Score: Raw -15223983.136465 + Penalty 5681.947823 = -15218301.188641
  nChanged 1017
		SP:Iteration 15Q (18386.120000 sec): 3 clusters
  Score: Raw -15224382.591227 + Penalty 5681.947823 = -15218700.643403
  nChanged 968
		SP:Iteration 16Q (18387.010000 sec): 3 clusters
  Score: Raw -15224768.229825 + Penalty 5681.947823 = -15219086.282001
  nChanged 940
		SP:Iteration 17Q (18387.870000 sec): 3 clusters
  Score: Raw -15225152.420519 + Penalty 5681.947823 = -15219470.472696
  nChanged 892
		SP:Iteration 18Q (18388.800000 sec): 3 clusters
  Score: Raw -15225514.434902 + Penalty 5681.947823 = -15219832.487079
  nChanged 898
		SP:Iteration 19Q (18389.690000 sec): 3 clusters
  Score: Raw -15225865.089753 + Penalty 5681.947823 = -15220183.141930
  nChanged 852
		SP:Iteration 20F (18390.500000 sec): 3 clusters
  Score: Raw -15226179.965987 + Penalty 5681.947823 = -15220498.018163
  nChanged 819
		SP:Iteration 21Q (18391.390000 sec): 3 clusters
  Score: Raw -15226461.800571 + Penalty 5681.947823 = -15220779.852747
  nChanged 762
		SP:Iteration 22Q (18392.200000 sec): 3 clusters
  Score: Raw -15226693.886399 + Penalty 5681.947823 = -15221011.938576
  nChanged 615
		SP:Iteration 23Q (18393.060000 sec): 3 clusters
  Score: Raw -15226874.551619 + Penalty 5681.947823 = -15221192.603796
  nChanged 557
		SP:Iteration 24Q (18393.870000 sec): 3 clusters
  Score: Raw -15227034.069643 + Penalty 5681.947823 = -15221352.121819
  nChanged 505
		SP:Iteration 25Q (18394.790000 sec): 3 clusters
  Score: Raw -15227168.631096 + Penalty 5681.947823 = -15221486.683272
  nChanged 446
		SP:Iteration 26Q (18395.620000 sec): 3 clusters
  Score: Raw -15227277.143158 + Penalty 5681.947823 = -15221595.195335
  nChanged 407
		SP:Iteration 27Q (18396.460000 sec): 3 clusters
  Score: Raw -15227373.182539 + Penalty 5681.947823 = -15221691.234715
  nChanged 386
		SP:Iteration 28Q (18397.280000 sec): 3 clusters
  Score: Raw -15227473.383157 + Penalty 5681.947823 = -15221791.435334
  nChanged 380
		SP:Iteration 29Q (18398.120000 sec): 3 clusters
  Score: Raw -15227568.089450 + Penalty 5681.947823 = -15221886.141626
  nChanged 350
		SP:Iteration 30Q (18399.030000 sec): 3 clusters
  Score: Raw -15227645.888643 + Penalty 5681.947823 = -15221963.940819
  nChanged 333
		SP:Iteration 31Q (18399.870000 sec): 3 clusters
  Score: Raw -15227720.690262 + Penalty 5681.947823 = -15222038.742439
  nChanged 323
		SP:Iteration 32Q (18400.710000 sec): 3 clusters
  Score: Raw -15227799.373939 + Penalty 5681.947823 = -15222117.426116
  nChanged 310
		SP:Iteration 33Q (18401.580000 sec): 3 clusters
  Score: Raw -15227871.622425 + Penalty 5681.947823 = -15222189.674601
  nChanged 297
		SP:Iteration 34Q (18402.480000 sec): 3 clusters
  Score: Raw -15227937.156441 + Penalty 5681.947823 = -15222255.208617
  nChanged 285
		SP:Iteration 35Q (18403.380000 sec): 3 clusters
  Score: Raw -15227997.488292 + Penalty 5681.947823 = -15222315.540468
  nChanged 301
		SP:Iteration 36Q (18404.270000 sec): 3 clusters
  Score: Raw -15228063.064549 + Penalty 5681.947823 = -15222381.116726
  nChanged 300
		SP:Iteration 37Q (18405.190000 sec): 3 clusters
  Score: Raw -15228126.101705 + Penalty 5681.947823 = -15222444.153882
  nChanged 293
		SP:Iteration 38Q (18406.070000 sec): 3 clusters
  Score: Raw -15228187.253799 + Penalty 5681.947823 = -15222505.305975
  nChanged 269
		SP:Iteration 39Q (18407.000000 sec): 3 clusters
  Score: Raw -15228235.651009 + Penalty 5681.947823 = -15222553.703185
  nChanged 276
		SP:Iteration 40F (18407.960000 sec): 3 clusters
  Score: Raw -15228285.500239 + Penalty 5681.947823 = -15222603.552416
  nChanged 249
		SP:Iteration 41Q (18408.850000 sec): 3 clusters
  Score: Raw -15228330.345212 + Penalty 5681.947823 = -15222648.397388
  nChanged 247
		SP:Iteration 42Q (18409.770000 sec): 3 clusters
  Score: Raw -15228377.066011 + Penalty 5681.947823 = -15222695.118187
  nChanged 232
		SP:Iteration 43Q (18410.650000 sec): 3 clusters
  Score: Raw -15228420.935069 + Penalty 5681.947823 = -15222738.987246
  nChanged 247
		SP:Iteration 44Q (18411.450000 sec): 3 clusters
  Score: Raw -15228464.287345 + Penalty 5681.947823 = -15222782.339521
  nChanged 237
		SP:Iteration 45Q (18412.320000 sec): 3 clusters
  Score: Raw -15228505.945122 + Penalty 5681.947823 = -15222823.997298
  nChanged 223
		SP:Iteration 46Q (18413.100000 sec): 3 clusters
  Score: Raw -15228544.737652 + Penalty 5681.947823 = -15222862.789828
  nChanged 207
		SP:Iteration 47Q (18413.940000 sec): 3 clusters
  Score: Raw -15228579.737734 + Penalty 5681.947823 = -15222897.789910
  nChanged 198
		SP:Iteration 48Q (18414.800000 sec): 3 clusters
  Score: Raw -15228617.767368 + Penalty 5681.947823 = -15222935.819544
  nChanged 229
		SP:Iteration 49Q (18415.580000 sec): 3 clusters
  Score: Raw -15228672.964028 + Penalty 5681.947823 = -15222991.016204
  nChanged 247
		SP:Iteration 50Q (18416.440000 sec): 3 clusters
  Score: Raw -15228729.543256 + Penalty 5681.947823 = -15223047.595433
  nChanged 249
		SP:Iteration 51Q (18417.260000 sec): 3 clusters
  Score: Raw -15228787.669222 + Penalty 5681.947823 = -15223105.721399
  nChanged 259
		SP:Iteration 52Q (18418.040000 sec): 3 clusters
  Score: Raw -15228848.657685 + Penalty 5681.947823 = -15223166.709862
  nChanged 255
		SP:Iteration 53Q (18418.900000 sec): 3 clusters
  Score: Raw -15228910.992764 + Penalty 5681.947823 = -15223229.044941
  nChanged 249
		SP:Iteration 54Q (18419.720000 sec): 3 clusters
  Score: Raw -15228973.197595 + Penalty 5681.947823 = -15223291.249772
  nChanged 245
		SP:Iteration 55Q (18420.550000 sec): 3 clusters
  Score: Raw -15229034.776947 + Penalty 5681.947823 = -15223352.829123
  nChanged 257
		SP:Iteration 56Q (18421.310000 sec): 3 clusters
  Score: Raw -15229106.247571 + Penalty 5681.947823 = -15223424.299747
  nChanged 259
		SP:Iteration 57Q (18422.100000 sec): 3 clusters
  Score: Raw -15229180.804129 + Penalty 5681.947823 = -15223498.856306
  nChanged 242
		SP:Iteration 58Q (18422.850000 sec): 3 clusters
  Score: Raw -15229255.221416 + Penalty 5681.947823 = -15223573.273592
  nChanged 267
		SP:Iteration 59Q (18423.640000 sec): 3 clusters
  Score: Raw -15229345.179405 + Penalty 5681.947823 = -15223663.231581
  nChanged 294
		SP:Iteration 60F (18424.470000 sec): 3 clusters
  Score: Raw -15229455.473320 + Penalty 5681.947823 = -15223773.525496
  nChanged 288
		SP:Iteration 61Q (18425.270000 sec): 3 clusters
  Score: Raw -15229557.784133 + Penalty 5681.947823 = -15223875.836310
  nChanged 270
		SP:Iteration 62Q (18426.120000 sec): 3 clusters
  Score: Raw -15229655.616140 + Penalty 5681.947823 = -15223973.668317
  nChanged 234
		SP:Iteration 63Q (18426.900000 sec): 3 clusters
  Score: Raw -15229743.424557 + Penalty 5681.947823 = -15224061.476733
  nChanged 210
		SP:Iteration 64Q (18427.700000 sec): 3 clusters
  Score: Raw -15229829.671395 + Penalty 5681.947823 = -15224147.723572
  nChanged 203
		SP:Iteration 65Q (18428.380000 sec): 3 clusters
  Score: Raw -15229916.781297 + Penalty 5681.947823 = -15224234.833474
  nChanged 207
		SP:Iteration 66Q (18429.130000 sec): 3 clusters
  Score: Raw -15229994.795622 + Penalty 5681.947823 = -15224312.847798
  nChanged 166
		SP:Iteration 67Q (18429.970000 sec): 3 clusters
  Score: Raw -15230056.718454 + Penalty 5681.947823 = -15224374.770630
  nChanged 157
		SP:Iteration 68Q (18430.760000 sec): 3 clusters
  Score: Raw -15230115.333602 + Penalty 5681.947823 = -15224433.385779
  nChanged 140
		SP:Iteration 69Q (18431.520000 sec): 3 clusters
  Score: Raw -15230164.508885 + Penalty 5681.947823 = -15224482.561061
  nChanged 120
		SP:Iteration 70Q (18432.270000 sec): 3 clusters
  Score: Raw -15230204.043303 + Penalty 5681.947823 = -15224522.095480
  nChanged 103
		SP:Iteration 71Q (18433.060000 sec): 3 clusters
  Score: Raw -15230239.527763 + Penalty 5681.947823 = -15224557.579939
  nChanged 94
		SP:Iteration 72Q (18433.840000 sec): 3 clusters
  Score: Raw -15230272.323936 + Penalty 5681.947823 = -15224590.376113
  nChanged 82
		SP:Iteration 73Q (18434.610000 sec): 3 clusters
  Score: Raw -15230294.085327 + Penalty 5681.947823 = -15224612.137503
  nChanged 67
		SP:Iteration 74Q (18435.420000 sec): 3 clusters
  Score: Raw -15230312.531143 + Penalty 5681.947823 = -15224630.583320
  nChanged 68
		SP:Iteration 75Q (18436.230000 sec): 3 clusters
  Score: Raw -15230332.476768 + Penalty 5681.947823 = -15224650.528944
  nChanged 63
		SP:Iteration 76Q (18437.070000 sec): 3 clusters
  Score: Raw -15230352.011448 + Penalty 5681.947823 = -15224670.063624
  nChanged 58
		SP:Iteration 77Q (18437.770000 sec): 3 clusters
  Score: Raw -15230370.544035 + Penalty 5681.947823 = -15224688.596212
  nChanged 46
		SP:Iteration 78Q (18438.530000 sec): 3 clusters
  Score: Raw -15230383.349045 + Penalty 5681.947823 = -15224701.401221
  nChanged 41
		SP:Iteration 79Q (18439.320000 sec): 3 clusters
  Score: Raw -15230396.459396 + Penalty 5681.947823 = -15224714.511572
  nChanged 42
		SP:Iteration 80F (18440.120000 sec): 3 clusters
  Score: Raw -15230406.254059 + Penalty 5681.947823 = -15224724.306235
  nChanged 38
		SP:Iteration 81Q (18440.900000 sec): 3 clusters
  Score: Raw -15230416.519151 + Penalty 5681.947823 = -15224734.571327
  nChanged 29
		SP:Iteration 82Q (18441.620000 sec): 3 clusters
  Score: Raw -15230422.587599 + Penalty 5681.947823 = -15224740.639775
  nChanged 23
		SP:Iteration 83Q (18442.410000 sec): 3 clusters
  Score: Raw -15230427.716068 + Penalty 5681.947823 = -15224745.768245
  nChanged 21
		SP:Iteration 84Q (18443.190000 sec): 3 clusters
  Score: Raw -15230432.347104 + Penalty 5681.947823 = -15224750.399280
  nChanged 15
		SP:Iteration 85Q (18443.890000 sec): 3 clusters
  Score: Raw -15230435.423998 + Penalty 5681.947823 = -15224753.476175
  nChanged 19
		SP:Iteration 86Q (18444.660000 sec): 3 clusters
  Score: Raw -15230438.654844 + Penalty 5681.947823 = -15224756.707021
  nChanged 10
		SP:Iteration 87Q (18445.350000 sec): 3 clusters
  Score: Raw -15230440.529702 + Penalty 5681.947823 = -15224758.581879
  nChanged 4
		SP:Iteration 88Q (18446.110000 sec): 3 clusters
  Score: Raw -15230441.374091 + Penalty 5681.947823 = -15224759.426267
  nChanged 8
		SP:Iteration 89Q (18446.810000 sec): 3 clusters
  Score: Raw -15230442.865590 + Penalty 5681.947823 = -15224760.917767
  nChanged 12
		SP:Iteration 90Q (18447.540000 sec): 3 clusters
  Score: Raw -15230444.972544 + Penalty 5681.947823 = -15224763.024721
  nChanged 12
		SP:Iteration 91Q (18448.360000 sec): 3 clusters
  Score: Raw -15230447.563190 + Penalty 5681.947823 = -15224765.615367
  nChanged 8
		SP:Iteration 92Q (18449.150000 sec): 3 clusters
  Score: Raw -15230449.335821 + Penalty 5681.947823 = -15224767.387998
  nChanged 11
		SP:Iteration 93Q (18449.890000 sec): 3 clusters
  Score: Raw -15230452.103113 + Penalty 5681.947823 = -15224770.155290
  nChanged 14
		SP:Iteration 94Q (18450.560000 sec): 3 clusters
  Score: Raw -15230454.807858 + Penalty 5681.947823 = -15224772.860035
  nChanged 16
		SP:Iteration 95Q (18451.390000 sec): 3 clusters
  Score: Raw -15230457.516081 + Penalty 5681.947823 = -15224775.568258
  nChanged 11
		SP:Iteration 96Q (18452.220000 sec): 3 clusters
  Score: Raw -15230459.880998 + Penalty 5681.947823 = -15224777.933175
  nChanged 7
		SP:Iteration 97Q (18452.870000 sec): 3 clusters
  Score: Raw -15230461.932341 + Penalty 5681.947823 = -15224779.984517
  nChanged 10
		SP:Iteration 98Q (18453.640000 sec): 3 clusters
  Score: Raw -15230465.177011 + Penalty 5681.947823 = -15224783.229188
  nChanged 17
		SP:Iteration 99Q (18454.320000 sec): 3 clusters
  Score: Raw -15230469.693436 + Penalty 5681.947823 = -15224787.745612
  nChanged 14
		SP:Iteration 100F (18455.100000 sec): 3 clusters
  Score: Raw -15230473.298053 + Penalty 5681.947823 = -15224791.350229
  nChanged 15
		SP:Iteration 101Q (18455.810000 sec): 3 clusters
  Score: Raw -15230476.467223 + Penalty 5681.947823 = -15224794.519399
  nChanged 9
		SP:Iteration 102Q (18456.530000 sec): 3 clusters
  Score: Raw -15230478.479456 + Penalty 5681.947823 = -15224796.531632
  nChanged 7
		SP:Iteration 103Q (18457.260000 sec): 3 clusters
  Score: Raw -15230480.964720 + Penalty 5681.947823 = -15224799.016897
  nChanged 15
		SP:Iteration 104Q (18457.980000 sec): 3 clusters
  Score: Raw -15230484.776451 + Penalty 5681.947823 = -15224802.828627
  nChanged 10
		SP:Iteration 105Q (18458.790000 sec): 3 clusters
  Score: Raw -15230487.158898 + Penalty 5681.947823 = -15224805.211074
  nChanged 9
		SP:Iteration 106Q (18459.560000 sec): 3 clusters
  Score: Raw -15230488.682311 + Penalty 5681.947823 = -15224806.734488
  nChanged 4
		SP:Iteration 107Q (18460.330000 sec): 3 clusters
  Score: Raw -15230489.973536 + Penalty 5681.947823 = -15224808.025713
  nChanged 5
		SP:Iteration 108Q (18461.180000 sec): 3 clusters
  Score: Raw -15230491.371851 + Penalty 5681.947823 = -15224809.424027
  nChanged 7
		SP:Iteration 109Q (18461.910000 sec): 3 clusters
  Score: Raw -15230492.617234 + Penalty 5681.947823 = -15224810.669411
  nChanged 3
		SP:Iteration 110Q (18462.720000 sec): 3 clusters
  Score: Raw -15230493.663756 + Penalty 5681.947823 = -15224811.715933
  nChanged 5
		SP:Iteration 111Q (18463.530000 sec): 3 clusters
  Score: Raw -15230494.739039 + Penalty 5681.947823 = -15224812.791216
  nChanged 2
		SP:Iteration 112Q (18464.290000 sec): 3 clusters
  Score: Raw -15230495.137799 + Penalty 5681.947823 = -15224813.189976
  nChanged 0
		SP:Iteration 113F (18465.140000 sec): 3 clusters
  Score: Raw -15230495.137799 + Penalty 5681.947823 = -15224813.189976
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (4742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18465.300000 sec): 2 clusters
  Score: Raw -731904.837153 + Penalty 2099.125138 = -729805.712015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18465.500000 sec): 3 clusters
  Score: Raw -729630.546838 + Penalty 4198.250276 = -725432.296561
  nChanged 1774
		SP:Iteration 1F (18465.670000 sec): 3 clusters
  Score: Raw -730653.397322 + Penalty 4198.250276 = -726455.147045
  nChanged 366
		SP:Iteration 2F (18465.960000 sec): 3 clusters
  Score: Raw -730921.686678 + Penalty 4198.250276 = -726723.436402
  nChanged 283
		SP:Iteration 3F (18466.120000 sec): 3 clusters
  Score: Raw -731101.722642 + Penalty 4198.250276 = -726903.472366
  nChanged 217
		SP:Iteration 4Q (18466.340000 sec): 3 clusters
  Score: Raw -731244.314661 + Penalty 4198.250276 = -727046.064385
  nChanged 203
		SP:Iteration 5Q (18466.560000 sec): 3 clusters
  Score: Raw -731365.042531 + Penalty 4198.250276 = -727166.792255
  nChanged 133
		SP:Iteration 6Q (18466.770000 sec): 3 clusters
  Score: Raw -731448.398451 + Penalty 4198.250276 = -727250.148175
  nChanged 128
		SP:Iteration 7Q (18466.860000 sec): 3 clusters
  Score: Raw -731518.310892 + Penalty 4198.250276 = -727320.060616
  nChanged 128
		SP:Iteration 8Q (18467.070000 sec): 3 clusters
  Score: Raw -731591.509993 + Penalty 4198.250276 = -727393.259717
  nChanged 116
		SP:Iteration 9Q (18467.270000 sec): 3 clusters
  Score: Raw -731650.025206 + Penalty 4198.250276 = -727451.774930
  nChanged 94
		SP:Iteration 10Q (18467.570000 sec): 3 clusters
  Score: Raw -731692.880766 + Penalty 4198.250276 = -727494.630490
  nChanged 77
		SP:Iteration 11Q (18467.870000 sec): 3 clusters
  Score: Raw -731729.857064 + Penalty 4198.250276 = -727531.606788
  nChanged 91
		SP:Iteration 12Q (18468.010000 sec): 3 clusters
  Score: Raw -731775.420523 + Penalty 4198.250276 = -727577.170247
  nChanged 86
		SP:Iteration 13Q (18468.240000 sec): 3 clusters
  Score: Raw -731823.218687 + Penalty 4198.250276 = -727624.968411
  nChanged 86
		SP:Iteration 14Q (18468.410000 sec): 3 clusters
  Score: Raw -731867.405130 + Penalty 4198.250276 = -727669.154853
  nChanged 83
		SP:Iteration 15Q (18468.700000 sec): 3 clusters
  Score: Raw -731919.632039 + Penalty 4198.250276 = -727721.381762
  nChanged 94
		SP:Iteration 16Q (18468.900000 sec): 3 clusters
  Score: Raw -731980.378828 + Penalty 4198.250276 = -727782.128551
  nChanged 92
		SP:Iteration 17Q (18469.160000 sec): 3 clusters
  Score: Raw -732051.943766 + Penalty 4198.250276 = -727853.693490
  nChanged 105
		SP:Iteration 18Q (18469.370000 sec): 3 clusters
  Score: Raw -732121.710584 + Penalty 4198.250276 = -727923.460308
  nChanged 98
		SP:Iteration 19Q (18469.580000 sec): 3 clusters
  Score: Raw -732197.581075 + Penalty 4198.250276 = -727999.330798
  nChanged 88
		SP:Iteration 20F (18469.810000 sec): 3 clusters
  Score: Raw -732256.082251 + Penalty 4198.250276 = -728057.831975
  nChanged 85
		SP:Iteration 21Q (18470.000000 sec): 3 clusters
  Score: Raw -732309.981439 + Penalty 4198.250276 = -728111.731162
  nChanged 63
		SP:Iteration 22Q (18470.220000 sec): 3 clusters
  Score: Raw -732348.561867 + Penalty 4198.250276 = -728150.311590
  nChanged 67
		SP:Iteration 23Q (18470.460000 sec): 3 clusters
  Score: Raw -732384.985326 + Penalty 4198.250276 = -728186.735050
  nChanged 51
		SP:Iteration 24Q (18470.660000 sec): 3 clusters
  Score: Raw -732409.227369 + Penalty 4198.250276 = -728210.977092
  nChanged 36
		SP:Iteration 25Q (18470.920000 sec): 3 clusters
  Score: Raw -732426.810143 + Penalty 4198.250276 = -728228.559867
  nChanged 34
		SP:Iteration 26Q (18471.140000 sec): 3 clusters
  Score: Raw -732446.594244 + Penalty 4198.250276 = -728248.343968
  nChanged 27
		SP:Iteration 27Q (18471.350000 sec): 3 clusters
  Score: Raw -732459.055659 + Penalty 4198.250276 = -728260.805383
  nChanged 32
		SP:Iteration 28Q (18471.570000 sec): 3 clusters
  Score: Raw -732473.208546 + Penalty 4198.250276 = -728274.958270
  nChanged 29
		SP:Iteration 29Q (18471.770000 sec): 3 clusters
  Score: Raw -732486.746270 + Penalty 4198.250276 = -728288.495993
  nChanged 24
		SP:Iteration 30Q (18472.010000 sec): 3 clusters
  Score: Raw -732497.048677 + Penalty 4198.250276 = -728298.798401
  nChanged 23
		SP:Iteration 31Q (18472.230000 sec): 3 clusters
  Score: Raw -732510.682996 + Penalty 4198.250276 = -728312.432720
  nChanged 36
		SP:Iteration 32Q (18472.450000 sec): 3 clusters
  Score: Raw -732527.608379 + Penalty 4198.250276 = -728329.358103
  nChanged 29
		SP:Iteration 33Q (18472.720000 sec): 3 clusters
  Score: Raw -732544.155070 + Penalty 4198.250276 = -728345.904794
  nChanged 24
		SP:Iteration 34Q (18473.010000 sec): 3 clusters
  Score: Raw -732564.493812 + Penalty 4198.250276 = -728366.243536
  nChanged 30
		SP:Iteration 35Q (18473.270000 sec): 3 clusters
  Score: Raw -732592.164188 + Penalty 4198.250276 = -728393.913911
  nChanged 30
		SP:Iteration 36Q (18473.540000 sec): 3 clusters
  Score: Raw -732608.037271 + Penalty 4198.250276 = -728409.786995
  nChanged 27
		SP:Iteration 37Q (18473.710000 sec): 3 clusters
  Score: Raw -732620.223387 + Penalty 4198.250276 = -728421.973111
  nChanged 24
		SP:Iteration 38Q (18473.880000 sec): 3 clusters
  Score: Raw -732636.668975 + Penalty 4198.250276 = -728438.418699
  nChanged 28
		SP:Iteration 39Q (18474.060000 sec): 3 clusters
  Score: Raw -732650.307748 + Penalty 4198.250276 = -728452.057472
  nChanged 24
		SP:Iteration 40F (18474.300000 sec): 3 clusters
  Score: Raw -732662.631326 + Penalty 4198.250276 = -728464.381050
  nChanged 25
		SP:Iteration 41Q (18474.460000 sec): 3 clusters
  Score: Raw -732673.389899 + Penalty 4198.250276 = -728475.139623
  nChanged 20
		SP:Iteration 42Q (18474.660000 sec): 3 clusters
  Score: Raw -732682.229873 + Penalty 4198.250276 = -728483.979597
  nChanged 12
		SP:Iteration 43Q (18474.890000 sec): 3 clusters
  Score: Raw -732687.241495 + Penalty 4198.250276 = -728488.991219
  nChanged 7
		SP:Iteration 44Q (18475.060000 sec): 3 clusters
  Score: Raw -732690.148138 + Penalty 4198.250276 = -728491.897862
  nChanged 7
		SP:Iteration 45Q (18475.260000 sec): 3 clusters
  Score: Raw -732692.787948 + Penalty 4198.250276 = -728494.537672
  nChanged 9
		SP:Iteration 46Q (18475.430000 sec): 3 clusters
  Score: Raw -732697.232963 + Penalty 4198.250276 = -728498.982687
  nChanged 10
		SP:Iteration 47Q (18475.610000 sec): 3 clusters
  Score: Raw -732700.729301 + Penalty 4198.250276 = -728502.479024
  nChanged 8
		SP:Iteration 48Q (18475.830000 sec): 3 clusters
  Score: Raw -732703.598709 + Penalty 4198.250276 = -728505.348433
  nChanged 6
		SP:Iteration 49Q (18476.000000 sec): 3 clusters
  Score: Raw -732704.559882 + Penalty 4198.250276 = -728506.309605
  nChanged 2
		SP:Iteration 50Q (18476.180000 sec): 3 clusters
  Score: Raw -732704.976486 + Penalty 4198.250276 = -728506.726210
  nChanged 1
		SP:Iteration 51Q (18476.370000 sec): 3 clusters
  Score: Raw -732705.098797 + Penalty 4198.250276 = -728506.848520
  nChanged 0
		SP:Iteration 52F (18476.600000 sec): 3 clusters
  Score: Raw -732705.098797 + Penalty 4198.250276 = -728506.848520
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (4964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18476.760000 sec): 2 clusters
  Score: Raw -805047.134989 + Penalty 2110.471852 = -802936.663137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18476.970000 sec): 3 clusters
  Score: Raw -802678.204337 + Penalty 4220.943705 = -798457.260632
  nChanged 1871
		SP:Iteration 1F (18477.200000 sec): 3 clusters
  Score: Raw -803727.781169 + Penalty 4220.943705 = -799506.837464
  nChanged 348
		SP:Iteration 2F (18477.410000 sec): 3 clusters
  Score: Raw -803929.757376 + Penalty 4220.943705 = -799708.813671
  nChanged 236
		SP:Iteration 3Q (18477.610000 sec): 3 clusters
  Score: Raw -804071.352212 + Penalty 4220.943705 = -799850.408507
  nChanged 203
		SP:Iteration 4Q (18477.820000 sec): 3 clusters
  Score: Raw -804180.885680 + Penalty 4220.943705 = -799959.941975
  nChanged 182
		SP:Iteration 5Q (18477.980000 sec): 3 clusters
  Score: Raw -804291.115048 + Penalty 4220.943705 = -800070.171344
  nChanged 160
		SP:Iteration 6Q (18478.250000 sec): 3 clusters
  Score: Raw -804382.180624 + Penalty 4220.943705 = -800161.236919
  nChanged 132
		SP:Iteration 7Q (18478.400000 sec): 3 clusters
  Score: Raw -804454.898595 + Penalty 4220.943705 = -800233.954890
  nChanged 123
		SP:Iteration 8Q (18478.590000 sec): 3 clusters
  Score: Raw -804517.014912 + Penalty 4220.943705 = -800296.071207
  nChanged 127
		SP:Iteration 9Q (18478.740000 sec): 3 clusters
  Score: Raw -804589.911461 + Penalty 4220.943705 = -800368.967756
  nChanged 132
		SP:Iteration 10Q (18478.990000 sec): 3 clusters
  Score: Raw -804674.198167 + Penalty 4220.943705 = -800453.254462
  nChanged 140
		SP:Iteration 11Q (18479.210000 sec): 3 clusters
  Score: Raw -804758.528130 + Penalty 4220.943705 = -800537.584425
  nChanged 126
		SP:Iteration 12Q (18479.440000 sec): 3 clusters
  Score: Raw -804833.897215 + Penalty 4220.943705 = -800612.953511
  nChanged 116
		SP:Iteration 13Q (18479.630000 sec): 3 clusters
  Score: Raw -804908.524355 + Penalty 4220.943705 = -800687.580651
  nChanged 109
		SP:Iteration 14Q (18479.780000 sec): 3 clusters
  Score: Raw -804976.834659 + Penalty 4220.943705 = -800755.890955
  nChanged 104
		SP:Iteration 15Q (18479.960000 sec): 3 clusters
  Score: Raw -805052.225063 + Penalty 4220.943705 = -800831.281358
  nChanged 113
		SP:Iteration 16Q (18480.210000 sec): 3 clusters
  Score: Raw -805141.949441 + Penalty 4220.943705 = -800921.005737
  nChanged 106
		SP:Iteration 17Q (18480.380000 sec): 3 clusters
  Score: Raw -805224.769865 + Penalty 4220.943705 = -801003.826160
  nChanged 95
		SP:Iteration 18Q (18480.570000 sec): 3 clusters
  Score: Raw -805313.160052 + Penalty 4220.943705 = -801092.216347
  nChanged 80
		SP:Iteration 19Q (18480.700000 sec): 3 clusters
  Score: Raw -805392.388371 + Penalty 4220.943705 = -801171.444667
  nChanged 77
		SP:Iteration 20F (18480.860000 sec): 3 clusters
  Score: Raw -805468.832604 + Penalty 4220.943705 = -801247.888899
  nChanged 62
		SP:Iteration 21Q (18481.050000 sec): 3 clusters
  Score: Raw -805526.310726 + Penalty 4220.943705 = -801305.367021
  nChanged 49
		SP:Iteration 22Q (18481.210000 sec): 3 clusters
  Score: Raw -805581.845159 + Penalty 4220.943705 = -801360.901455
  nChanged 45
		SP:Iteration 23Q (18481.420000 sec): 3 clusters
  Score: Raw -805627.049399 + Penalty 4220.943705 = -801406.105694
  nChanged 23
		SP:Iteration 24Q (18481.580000 sec): 3 clusters
  Score: Raw -805650.629749 + Penalty 4220.943705 = -801429.686044
  nChanged 22
		SP:Iteration 25Q (18481.760000 sec): 3 clusters
  Score: Raw -805668.595021 + Penalty 4220.943705 = -801447.651316
  nChanged 21
		SP:Iteration 26Q (18481.940000 sec): 3 clusters
  Score: Raw -805689.620885 + Penalty 4220.943705 = -801468.677180
  nChanged 17
		SP:Iteration 27Q (18482.100000 sec): 3 clusters
  Score: Raw -805705.008718 + Penalty 4220.943705 = -801484.065014
  nChanged 11
		SP:Iteration 28Q (18482.270000 sec): 3 clusters
  Score: Raw -805713.650215 + Penalty 4220.943705 = -801492.706510
  nChanged 7
		SP:Iteration 29Q (18482.490000 sec): 3 clusters
  Score: Raw -805718.563454 + Penalty 4220.943705 = -801497.619750
  nChanged 6
		SP:Iteration 30Q (18482.690000 sec): 3 clusters
  Score: Raw -805721.809028 + Penalty 4220.943705 = -801500.865324
  nChanged 5
		SP:Iteration 31Q (18482.880000 sec): 3 clusters
  Score: Raw -805724.649244 + Penalty 4220.943705 = -801503.705540
  nChanged 2
		SP:Iteration 32Q (18483.070000 sec): 3 clusters
  Score: Raw -805725.998397 + Penalty 4220.943705 = -801505.054692
  nChanged 3
		SP:Iteration 33Q (18483.290000 sec): 3 clusters
  Score: Raw -805727.534998 + Penalty 4220.943705 = -801506.591294
  nChanged 2
		SP:Iteration 34Q (18483.470000 sec): 3 clusters
  Score: Raw -805728.342709 + Penalty 4220.943705 = -801507.399005
  nChanged 1
		SP:Iteration 35Q (18483.640000 sec): 3 clusters
  Score: Raw -805728.672339 + Penalty 4220.943705 = -801507.728634
  nChanged 1
		SP:Iteration 36Q (18483.810000 sec): 3 clusters
  Score: Raw -805729.400130 + Penalty 4220.943705 = -801508.456425
  nChanged 0
		SP:Iteration 37F (18484.060000 sec): 3 clusters
  Score: Raw -805729.400130 + Penalty 4220.943705 = -801508.456425
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18484.170000 sec): 2 clusters
  Score: Raw -1017195.714982 + Penalty 2200.028897 = -1014995.686084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18484.360000 sec): 3 clusters
  Score: Raw -1013629.171880 + Penalty 4400.057795 = -1009229.114085
  nChanged 2867
		SP:Iteration 1F (18484.570000 sec): 3 clusters
  Score: Raw -1015543.609418 + Penalty 4400.057795 = -1011143.551623
  nChanged 657
		SP:Iteration 2F (18484.770000 sec): 3 clusters
  Score: Raw -1016122.334105 + Penalty 4400.057795 = -1011722.276310
  nChanged 563
		SP:Iteration 3F (18484.960000 sec): 3 clusters
  Score: Raw -1016599.546769 + Penalty 4400.057795 = -1012199.488974
  nChanged 447
		SP:Iteration 4F (18485.180000 sec): 3 clusters
  Score: Raw -1016959.534300 + Penalty 4400.057795 = -1012559.476505
  nChanged 354
		SP:Iteration 5Q (18485.380000 sec): 3 clusters
  Score: Raw -1017239.991765 + Penalty 4400.057795 = -1012839.933970
  nChanged 330
		SP:Iteration 6Q (18485.520000 sec): 3 clusters
  Score: Raw -1017509.526623 + Penalty 4400.057795 = -1013109.468828
  nChanged 281
		SP:Iteration 7Q (18485.750000 sec): 3 clusters
  Score: Raw -1017736.819117 + Penalty 4400.057795 = -1013336.761322
  nChanged 230
		SP:Iteration 8Q (18485.950000 sec): 3 clusters
  Score: Raw -1017918.993250 + Penalty 4400.057795 = -1013518.935455
  nChanged 168
		SP:Iteration 9Q (18486.150000 sec): 3 clusters
  Score: Raw -1018055.393213 + Penalty 4400.057795 = -1013655.335418
  nChanged 137
		SP:Iteration 10Q (18486.350000 sec): 3 clusters
  Score: Raw -1018167.166972 + Penalty 4400.057795 = -1013767.109177
  nChanged 106
		SP:Iteration 11Q (18486.540000 sec): 3 clusters
  Score: Raw -1018226.393035 + Penalty 4400.057795 = -1013826.335240
  nChanged 64
		SP:Iteration 12Q (18486.750000 sec): 3 clusters
  Score: Raw -1018270.233429 + Penalty 4400.057795 = -1013870.175634
  nChanged 56
		SP:Iteration 13Q (18486.950000 sec): 3 clusters
  Score: Raw -1018295.791490 + Penalty 4400.057795 = -1013895.733695
  nChanged 50
		SP:Iteration 14Q (18487.140000 sec): 3 clusters
  Score: Raw -1018314.873683 + Penalty 4400.057795 = -1013914.815888
  nChanged 31
		SP:Iteration 15Q (18487.350000 sec): 3 clusters
  Score: Raw -1018331.605652 + Penalty 4400.057795 = -1013931.547857
  nChanged 39
		SP:Iteration 16Q (18487.570000 sec): 3 clusters
  Score: Raw -1018347.386008 + Penalty 4400.057795 = -1013947.328213
  nChanged 33
		SP:Iteration 17Q (18487.750000 sec): 3 clusters
  Score: Raw -1018364.152773 + Penalty 4400.057795 = -1013964.094978
  nChanged 28
		SP:Iteration 18Q (18487.930000 sec): 3 clusters
  Score: Raw -1018378.328619 + Penalty 4400.057795 = -1013978.270824
  nChanged 26
		SP:Iteration 19Q (18488.170000 sec): 3 clusters
  Score: Raw -1018388.866338 + Penalty 4400.057795 = -1013988.808543
  nChanged 29
		SP:Iteration 20F (18488.420000 sec): 3 clusters
  Score: Raw -1018405.288322 + Penalty 4400.057795 = -1014005.230527
  nChanged 28
		SP:Iteration 21Q (18488.590000 sec): 3 clusters
  Score: Raw -1018418.404395 + Penalty 4400.057795 = -1014018.346600
  nChanged 24
		SP:Iteration 22Q (18488.800000 sec): 3 clusters
  Score: Raw -1018427.914555 + Penalty 4400.057795 = -1014027.856760
  nChanged 29
		SP:Iteration 23Q (18488.990000 sec): 3 clusters
  Score: Raw -1018439.094643 + Penalty 4400.057795 = -1014039.036848
  nChanged 26
		SP:Iteration 24Q (18489.200000 sec): 3 clusters
  Score: Raw -1018447.988748 + Penalty 4400.057795 = -1014047.930954
  nChanged 14
		SP:Iteration 25Q (18489.430000 sec): 3 clusters
  Score: Raw -1018451.738336 + Penalty 4400.057795 = -1014051.680541
  nChanged 15
		SP:Iteration 26Q (18489.660000 sec): 3 clusters
  Score: Raw -1018455.511631 + Penalty 4400.057795 = -1014055.453836
  nChanged 12
		SP:Iteration 27Q (18489.830000 sec): 3 clusters
  Score: Raw -1018458.914120 + Penalty 4400.057795 = -1014058.856325
  nChanged 8
		SP:Iteration 28Q (18490.030000 sec): 3 clusters
  Score: Raw -1018461.238449 + Penalty 4400.057795 = -1014061.180654
  nChanged 4
		SP:Iteration 29Q (18490.270000 sec): 3 clusters
  Score: Raw -1018462.424392 + Penalty 4400.057795 = -1014062.366597
  nChanged 5
		SP:Iteration 30Q (18490.450000 sec): 3 clusters
  Score: Raw -1018463.683668 + Penalty 4400.057795 = -1014063.625873
  nChanged 6
		SP:Iteration 31Q (18490.660000 sec): 3 clusters
  Score: Raw -1018465.138766 + Penalty 4400.057795 = -1014065.080971
  nChanged 2
		SP:Iteration 32Q (18490.990000 sec): 3 clusters
  Score: Raw -1018465.500243 + Penalty 4400.057795 = -1014065.442448
  nChanged 1
		SP:Iteration 33Q (18491.210000 sec): 3 clusters
  Score: Raw -1018465.624671 + Penalty 4400.057795 = -1014065.566876
  nChanged 0
		SP:Iteration 34F (18491.430000 sec): 3 clusters
  Score: Raw -1018465.624671 + Penalty 4400.057795 = -1014065.566876
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (45355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18491.880000 sec): 2 clusters
  Score: Raw -6909128.118222 + Penalty 2659.124374 = -6906468.993848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18492.430000 sec): 3 clusters
  Score: Raw -6881233.908131 + Penalty 5318.248749 = -6875915.659383
  nChanged 20813
		SP:Iteration 1F (18492.910000 sec): 3 clusters
  Score: Raw -6893708.009146 + Penalty 5318.248749 = -6888389.760397
  nChanged 2846
		SP:Iteration 2F (18493.480000 sec): 3 clusters
  Score: Raw -6895418.871501 + Penalty 5318.248749 = -6890100.622752
  nChanged 2996
		SP:Iteration 3F (18493.980000 sec): 3 clusters
  Score: Raw -6897205.587071 + Penalty 5318.248749 = -6891887.338322
  nChanged 2979
		SP:Iteration 4F (18494.540000 sec): 3 clusters
  Score: Raw -6898865.418618 + Penalty 5318.248749 = -6893547.169870
  nChanged 2592
		SP:Iteration 5F (18495.110000 sec): 3 clusters
  Score: Raw -6900181.930535 + Penalty 5318.248749 = -6894863.681786
  nChanged 2172
		SP:Iteration 6Q (18495.730000 sec): 3 clusters
  Score: Raw -6901127.556674 + Penalty 5318.248749 = -6895809.307925
  nChanged 1809
		SP:Iteration 7Q (18496.290000 sec): 3 clusters
  Score: Raw -6901861.248748 + Penalty 5318.248749 = -6896542.999999
  nChanged 1582
		SP:Iteration 8Q (18496.860000 sec): 3 clusters
  Score: Raw -6902503.663589 + Penalty 5318.248749 = -6897185.414840
  nChanged 1442
		SP:Iteration 9Q (18497.440000 sec): 3 clusters
  Score: Raw -6903113.380849 + Penalty 5318.248749 = -6897795.132100
  nChanged 1357
		SP:Iteration 10Q (18498.020000 sec): 3 clusters
  Score: Raw -6903698.973153 + Penalty 5318.248749 = -6898380.724404
  nChanged 1328
		SP:Iteration 11Q (18498.590000 sec): 3 clusters
  Score: Raw -6904355.036182 + Penalty 5318.248749 = -6899036.787434
  nChanged 1336
		SP:Iteration 12Q (18499.170000 sec): 3 clusters
  Score: Raw -6905047.427579 + Penalty 5318.248749 = -6899729.178830
  nChanged 1366
		SP:Iteration 13Q (18499.760000 sec): 3 clusters
  Score: Raw -6905809.620004 + Penalty 5318.248749 = -6900491.371255
  nChanged 1315
		SP:Iteration 14Q (18500.340000 sec): 3 clusters
  Score: Raw -6906541.996763 + Penalty 5318.248749 = -6901223.748015
  nChanged 1210
		SP:Iteration 15Q (18500.930000 sec): 3 clusters
  Score: Raw -6907208.304694 + Penalty 5318.248749 = -6901890.055946
  nChanged 1106
		SP:Iteration 16Q (18501.470000 sec): 3 clusters
  Score: Raw -6907790.572831 + Penalty 5318.248749 = -6902472.324083
  nChanged 964
		SP:Iteration 17Q (18502.060000 sec): 3 clusters
  Score: Raw -6908296.662284 + Penalty 5318.248749 = -6902978.413535
  nChanged 854
		SP:Iteration 18Q (18502.640000 sec): 3 clusters
  Score: Raw -6908752.660140 + Penalty 5318.248749 = -6903434.411391
  nChanged 760
		SP:Iteration 19Q (18503.190000 sec): 3 clusters
  Score: Raw -6909158.482520 + Penalty 5318.248749 = -6903840.233771
  nChanged 649
		SP:Iteration 20F (18503.730000 sec): 3 clusters
  Score: Raw -6909517.949336 + Penalty 5318.248749 = -6904199.700587
  nChanged 500
		SP:Iteration 21Q (18504.280000 sec): 3 clusters
  Score: Raw -6909797.557510 + Penalty 5318.248749 = -6904479.308762
  nChanged 425
		SP:Iteration 22Q (18504.830000 sec): 3 clusters
  Score: Raw -6910068.975064 + Penalty 5318.248749 = -6904750.726315
  nChanged 356
		SP:Iteration 23Q (18505.420000 sec): 3 clusters
  Score: Raw -6910289.197444 + Penalty 5318.248749 = -6904970.948695
  nChanged 258
		SP:Iteration 24Q (18506.020000 sec): 3 clusters
  Score: Raw -6910443.292944 + Penalty 5318.248749 = -6905125.044196
  nChanged 184
		SP:Iteration 25Q (18506.620000 sec): 3 clusters
  Score: Raw -6910557.177756 + Penalty 5318.248749 = -6905238.929007
  nChanged 180
		SP:Iteration 26Q (18507.210000 sec): 3 clusters
  Score: Raw -6910656.455630 + Penalty 5318.248749 = -6905338.206881
  nChanged 140
		SP:Iteration 27Q (18507.780000 sec): 3 clusters
  Score: Raw -6910730.052441 + Penalty 5318.248749 = -6905411.803692
  nChanged 123
		SP:Iteration 28Q (18508.300000 sec): 3 clusters
  Score: Raw -6910798.111598 + Penalty 5318.248749 = -6905479.862849
  nChanged 112
		SP:Iteration 29Q (18508.840000 sec): 3 clusters
  Score: Raw -6910858.755995 + Penalty 5318.248749 = -6905540.507247
  nChanged 90
		SP:Iteration 30Q (18509.370000 sec): 3 clusters
  Score: Raw -6910905.904148 + Penalty 5318.248749 = -6905587.655400
  nChanged 88
		SP:Iteration 31Q (18509.870000 sec): 3 clusters
  Score: Raw -6910959.463388 + Penalty 5318.248749 = -6905641.214640
  nChanged 73
		SP:Iteration 32Q (18510.440000 sec): 3 clusters
  Score: Raw -6911010.024491 + Penalty 5318.248749 = -6905691.775742
  nChanged 66
		SP:Iteration 33Q (18510.900000 sec): 3 clusters
  Score: Raw -6911057.701236 + Penalty 5318.248749 = -6905739.452487
  nChanged 53
		SP:Iteration 34Q (18511.460000 sec): 3 clusters
  Score: Raw -6911092.834807 + Penalty 5318.248749 = -6905774.586059
  nChanged 62
		SP:Iteration 35Q (18511.930000 sec): 3 clusters
  Score: Raw -6911137.754872 + Penalty 5318.248749 = -6905819.506123
  nChanged 56
		SP:Iteration 36Q (18512.420000 sec): 3 clusters
  Score: Raw -6911170.689279 + Penalty 5318.248749 = -6905852.440530
  nChanged 49
		SP:Iteration 37Q (18512.900000 sec): 3 clusters
  Score: Raw -6911196.247462 + Penalty 5318.248749 = -6905877.998713
  nChanged 38
		SP:Iteration 38Q (18513.370000 sec): 3 clusters
  Score: Raw -6911211.658609 + Penalty 5318.248749 = -6905893.409860
  nChanged 22
		SP:Iteration 39Q (18513.860000 sec): 3 clusters
  Score: Raw -6911217.732674 + Penalty 5318.248749 = -6905899.483925
  nChanged 11
		SP:Iteration 40F (18514.360000 sec): 3 clusters
  Score: Raw -6911222.731465 + Penalty 5318.248749 = -6905904.482716
  nChanged 9
		SP:Iteration 41Q (18514.850000 sec): 3 clusters
  Score: Raw -6911225.644861 + Penalty 5318.248749 = -6905907.396112
  nChanged 8
		SP:Iteration 42Q (18515.350000 sec): 3 clusters
  Score: Raw -6911228.352219 + Penalty 5318.248749 = -6905910.103470
  nChanged 12
		SP:Iteration 43Q (18515.810000 sec): 3 clusters
  Score: Raw -6911232.338702 + Penalty 5318.248749 = -6905914.089953
  nChanged 12
		SP:Iteration 44Q (18516.370000 sec): 3 clusters
  Score: Raw -6911235.520710 + Penalty 5318.248749 = -6905917.271961
  nChanged 14
		SP:Iteration 45Q (18516.770000 sec): 3 clusters
  Score: Raw -6911239.607573 + Penalty 5318.248749 = -6905921.358824
  nChanged 8
		SP:Iteration 46Q (18517.240000 sec): 3 clusters
  Score: Raw -6911242.096936 + Penalty 5318.248749 = -6905923.848187
  nChanged 9
		SP:Iteration 47Q (18517.690000 sec): 3 clusters
  Score: Raw -6911244.338562 + Penalty 5318.248749 = -6905926.089814
  nChanged 5
		SP:Iteration 48Q (18518.160000 sec): 3 clusters
  Score: Raw -6911246.108474 + Penalty 5318.248749 = -6905927.859725
  nChanged 5
		SP:Iteration 49Q (18518.650000 sec): 3 clusters
  Score: Raw -6911247.635265 + Penalty 5318.248749 = -6905929.386516
  nChanged 3
		SP:Iteration 50Q (18519.130000 sec): 3 clusters
  Score: Raw -6911248.618576 + Penalty 5318.248749 = -6905930.369827
  nChanged 5
		SP:Iteration 51Q (18519.610000 sec): 3 clusters
  Score: Raw -6911250.653648 + Penalty 5318.248749 = -6905932.404900
  nChanged 8
		SP:Iteration 52Q (18520.080000 sec): 3 clusters
  Score: Raw -6911252.992159 + Penalty 5318.248749 = -6905934.743410
  nChanged 9
		SP:Iteration 53Q (18520.570000 sec): 3 clusters
  Score: Raw -6911254.998463 + Penalty 5318.248749 = -6905936.749714
  nChanged 3
		SP:Iteration 54Q (18521.020000 sec): 3 clusters
  Score: Raw -6911256.492228 + Penalty 5318.248749 = -6905938.243479
  nChanged 2
		SP:Iteration 55Q (18521.470000 sec): 3 clusters
  Score: Raw -6911256.934262 + Penalty 5318.248749 = -6905938.685513
  nChanged 1
		SP:Iteration 56Q (18521.950000 sec): 3 clusters
  Score: Raw -6911257.528080 + Penalty 5318.248749 = -6905939.279331
  nChanged 3
		SP:Iteration 57Q (18522.440000 sec): 3 clusters
  Score: Raw -6911258.678015 + Penalty 5318.248749 = -6905940.429266
  nChanged 6
		SP:Iteration 58Q (18523.010000 sec): 3 clusters
  Score: Raw -6911260.453934 + Penalty 5318.248749 = -6905942.205186
  nChanged 3
		SP:Iteration 59Q (18523.470000 sec): 3 clusters
  Score: Raw -6911261.521672 + Penalty 5318.248749 = -6905943.272923
  nChanged 3
		SP:Iteration 60F (18523.910000 sec): 3 clusters
  Score: Raw -6911262.013069 + Penalty 5318.248749 = -6905943.764321
  nChanged 2
		SP:Iteration 61Q (18524.370000 sec): 3 clusters
  Score: Raw -6911262.511541 + Penalty 5318.248749 = -6905944.262793
  nChanged 0
		SP:Iteration 62F (18524.810000 sec): 3 clusters
  Score: Raw -6911262.511541 + Penalty 5318.248749 = -6905944.262793
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (6951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18524.970000 sec): 2 clusters
  Score: Raw -1082616.790964 + Penalty 2193.966922 = -1080422.824043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18525.140000 sec): 3 clusters
  Score: Raw -1079051.340340 + Penalty 4387.933843 = -1074663.406497
  nChanged 2792
		SP:Iteration 1F (18525.370000 sec): 3 clusters
  Score: Raw -1080521.721245 + Penalty 4387.933843 = -1076133.787402
  nChanged 521
		SP:Iteration 2F (18525.560000 sec): 3 clusters
  Score: Raw -1080826.008698 + Penalty 4387.933843 = -1076438.074855
  nChanged 413
		SP:Iteration 3F (18525.760000 sec): 3 clusters
  Score: Raw -1081052.942083 + Penalty 4387.933843 = -1076665.008239
  nChanged 317
		SP:Iteration 4Q (18525.920000 sec): 3 clusters
  Score: Raw -1081212.186014 + Penalty 4387.933843 = -1076824.252170
  nChanged 266
		SP:Iteration 5Q (18526.110000 sec): 3 clusters
  Score: Raw -1081371.502796 + Penalty 4387.933843 = -1076983.568953
  nChanged 304
		SP:Iteration 6Q (18526.330000 sec): 3 clusters
  Score: Raw -1081606.950899 + Penalty 4387.933843 = -1077219.017056
  nChanged 377
		SP:Iteration 7F (18526.590000 sec): 3 clusters
  Score: Raw -1082007.631989 + Penalty 4387.933843 = -1077619.698146
  nChanged 462
		SP:Iteration 8F (18526.770000 sec): 3 clusters
  Score: Raw -1082547.199782 + Penalty 4387.933843 = -1078159.265939
  nChanged 462
		SP:Iteration 9F (18526.990000 sec): 3 clusters
  Score: Raw -1083012.106494 + Penalty 4387.933843 = -1078624.172651
  nChanged 365
		SP:Iteration 10F (18527.180000 sec): 3 clusters
  Score: Raw -1083317.814889 + Penalty 4387.933843 = -1078929.881046
  nChanged 273
		SP:Iteration 11Q (18527.350000 sec): 3 clusters
  Score: Raw -1083512.089446 + Penalty 4387.933843 = -1079124.155603
  nChanged 206
		SP:Iteration 12Q (18527.580000 sec): 3 clusters
  Score: Raw -1083639.818729 + Penalty 4387.933843 = -1079251.884886
  nChanged 160
		SP:Iteration 13Q (18527.750000 sec): 3 clusters
  Score: Raw -1083727.647182 + Penalty 4387.933843 = -1079339.713339
  nChanged 132
		SP:Iteration 14Q (18527.940000 sec): 3 clusters
  Score: Raw -1083793.204191 + Penalty 4387.933843 = -1079405.270348
  nChanged 91
		SP:Iteration 15Q (18528.230000 sec): 3 clusters
  Score: Raw -1083850.354311 + Penalty 4387.933843 = -1079462.420467
  nChanged 97
		SP:Iteration 16Q (18528.440000 sec): 3 clusters
  Score: Raw -1083923.984497 + Penalty 4387.933843 = -1079536.050653
  nChanged 107
		SP:Iteration 17Q (18528.560000 sec): 3 clusters
  Score: Raw -1084013.241535 + Penalty 4387.933843 = -1079625.307692
  nChanged 102
		SP:Iteration 18Q (18528.750000 sec): 3 clusters
  Score: Raw -1084112.561688 + Penalty 4387.933843 = -1079724.627845
  nChanged 119
		SP:Iteration 19Q (18528.940000 sec): 3 clusters
  Score: Raw -1084237.588755 + Penalty 4387.933843 = -1079849.654912
  nChanged 111
		SP:Iteration 20F (18529.160000 sec): 3 clusters
  Score: Raw -1084330.172492 + Penalty 4387.933843 = -1079942.238648
  nChanged 100
		SP:Iteration 21Q (18529.350000 sec): 3 clusters
  Score: Raw -1084406.198664 + Penalty 4387.933843 = -1080018.264821
  nChanged 112
		SP:Iteration 22Q (18529.580000 sec): 3 clusters
  Score: Raw -1084463.716916 + Penalty 4387.933843 = -1080075.783073
  nChanged 81
		SP:Iteration 23Q (18529.830000 sec): 3 clusters
  Score: Raw -1084498.393419 + Penalty 4387.933843 = -1080110.459575
  nChanged 64
		SP:Iteration 24Q (18530.080000 sec): 3 clusters
  Score: Raw -1084520.665667 + Penalty 4387.933843 = -1080132.731823
  nChanged 41
		SP:Iteration 25Q (18530.260000 sec): 3 clusters
  Score: Raw -1084535.951535 + Penalty 4387.933843 = -1080148.017692
  nChanged 34
		SP:Iteration 26Q (18530.460000 sec): 3 clusters
  Score: Raw -1084544.946898 + Penalty 4387.933843 = -1080157.013055
  nChanged 19
		SP:Iteration 27Q (18530.680000 sec): 3 clusters
  Score: Raw -1084548.980608 + Penalty 4387.933843 = -1080161.046765
  nChanged 10
		SP:Iteration 28Q (18530.920000 sec): 3 clusters
  Score: Raw -1084551.693675 + Penalty 4387.933843 = -1080163.759831
  nChanged 14
		SP:Iteration 29Q (18531.100000 sec): 3 clusters
  Score: Raw -1084554.999343 + Penalty 4387.933843 = -1080167.065500
  nChanged 13
		SP:Iteration 30Q (18531.320000 sec): 3 clusters
  Score: Raw -1084557.575090 + Penalty 4387.933843 = -1080169.641247
  nChanged 14
		SP:Iteration 31Q (18531.520000 sec): 3 clusters
  Score: Raw -1084561.103413 + Penalty 4387.933843 = -1080173.169569
  nChanged 16
		SP:Iteration 32Q (18531.740000 sec): 3 clusters
  Score: Raw -1084564.813801 + Penalty 4387.933843 = -1080176.879957
  nChanged 14
		SP:Iteration 33Q (18532.000000 sec): 3 clusters
  Score: Raw -1084567.673786 + Penalty 4387.933843 = -1080179.739943
  nChanged 12
		SP:Iteration 34Q (18532.230000 sec): 3 clusters
  Score: Raw -1084570.777277 + Penalty 4387.933843 = -1080182.843434
  nChanged 10
		SP:Iteration 35Q (18532.500000 sec): 3 clusters
  Score: Raw -1084573.354722 + Penalty 4387.933843 = -1080185.420879
  nChanged 8
		SP:Iteration 36Q (18532.700000 sec): 3 clusters
  Score: Raw -1084574.977266 + Penalty 4387.933843 = -1080187.043422
  nChanged 7
		SP:Iteration 37Q (18532.920000 sec): 3 clusters
  Score: Raw -1084576.743949 + Penalty 4387.933843 = -1080188.810106
  nChanged 7
		SP:Iteration 38Q (18533.180000 sec): 3 clusters
  Score: Raw -1084578.416637 + Penalty 4387.933843 = -1080190.482794
  nChanged 6
		SP:Iteration 39Q (18533.420000 sec): 3 clusters
  Score: Raw -1084579.585711 + Penalty 4387.933843 = -1080191.651868
  nChanged 0
		SP:Iteration 40F (18533.680000 sec): 3 clusters
  Score: Raw -1084579.585711 + Penalty 4387.933843 = -1080191.651868
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (44387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18534.070000 sec): 2 clusters
  Score: Raw -6751079.258922 + Penalty 2653.774074 = -6748425.484847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18534.550000 sec): 3 clusters
  Score: Raw -6723841.593190 + Penalty 5307.548149 = -6718534.045041
  nChanged 20505
		SP:Iteration 1F (18535.120000 sec): 3 clusters
  Score: Raw -6735624.658901 + Penalty 5307.548149 = -6730317.110753
  nChanged 2469
		SP:Iteration 2F (18535.600000 sec): 3 clusters
  Score: Raw -6736924.623217 + Penalty 5307.548149 = -6731617.075068
  nChanged 2568
		SP:Iteration 3F (18536.090000 sec): 3 clusters
  Score: Raw -6738441.775501 + Penalty 5307.548149 = -6733134.227352
  nChanged 2677
		SP:Iteration 4F (18536.560000 sec): 3 clusters
  Score: Raw -6740045.374615 + Penalty 5307.548149 = -6734737.826466
  nChanged 2615
		SP:Iteration 5F (18537.060000 sec): 3 clusters
  Score: Raw -6741492.797545 + Penalty 5307.548149 = -6736185.249396
  nChanged 2393
		SP:Iteration 6F (18537.550000 sec): 3 clusters
  Score: Raw -6742729.871435 + Penalty 5307.548149 = -6737422.323286
  nChanged 2077
		SP:Iteration 7Q (18538.090000 sec): 3 clusters
  Score: Raw -6743809.294784 + Penalty 5307.548149 = -6738501.746636
  nChanged 1950
		SP:Iteration 8Q (18538.580000 sec): 3 clusters
  Score: Raw -6744967.026550 + Penalty 5307.548149 = -6739659.478401
  nChanged 1819
		SP:Iteration 9Q (18539.080000 sec): 3 clusters
  Score: Raw -6746069.180513 + Penalty 5307.548149 = -6740761.632364
  nChanged 1671
		SP:Iteration 10Q (18539.580000 sec): 3 clusters
  Score: Raw -6746954.958277 + Penalty 5307.548149 = -6741647.410128
  nChanged 1441
		SP:Iteration 11Q (18540.150000 sec): 3 clusters
  Score: Raw -6747667.797649 + Penalty 5307.548149 = -6742360.249500
  nChanged 1278
		SP:Iteration 12Q (18540.630000 sec): 3 clusters
  Score: Raw -6748272.297072 + Penalty 5307.548149 = -6742964.748923
  nChanged 1203
		SP:Iteration 13Q (18541.100000 sec): 3 clusters
  Score: Raw -6748860.011466 + Penalty 5307.548149 = -6743552.463317
  nChanged 1143
		SP:Iteration 14Q (18541.680000 sec): 3 clusters
  Score: Raw -6749407.851421 + Penalty 5307.548149 = -6744100.303272
  nChanged 1089
		SP:Iteration 15Q (18542.190000 sec): 3 clusters
  Score: Raw -6749967.052916 + Penalty 5307.548149 = -6744659.504767
  nChanged 1064
		SP:Iteration 16Q (18542.660000 sec): 3 clusters
  Score: Raw -6750546.935383 + Penalty 5307.548149 = -6745239.387234
  nChanged 1017
		SP:Iteration 17Q (18543.150000 sec): 3 clusters
  Score: Raw -6751132.306119 + Penalty 5307.548149 = -6745824.757970
  nChanged 888
		SP:Iteration 18Q (18543.550000 sec): 3 clusters
  Score: Raw -6751696.251744 + Penalty 5307.548149 = -6746388.703595
  nChanged 761
		SP:Iteration 19Q (18544.040000 sec): 3 clusters
  Score: Raw -6752207.086690 + Penalty 5307.548149 = -6746899.538542
  nChanged 654
		SP:Iteration 20F (18544.490000 sec): 3 clusters
  Score: Raw -6752664.755901 + Penalty 5307.548149 = -6747357.207752
  nChanged 517
		SP:Iteration 21Q (18544.990000 sec): 3 clusters
  Score: Raw -6753024.019951 + Penalty 5307.548149 = -6747716.471802
  nChanged 423
		SP:Iteration 22Q (18545.430000 sec): 3 clusters
  Score: Raw -6753271.139200 + Penalty 5307.548149 = -6747963.591051
  nChanged 341
		SP:Iteration 23Q (18545.830000 sec): 3 clusters
  Score: Raw -6753464.316542 + Penalty 5307.548149 = -6748156.768393
  nChanged 276
		SP:Iteration 24Q (18546.330000 sec): 3 clusters
  Score: Raw -6753613.704489 + Penalty 5307.548149 = -6748306.156340
  nChanged 232
		SP:Iteration 25Q (18546.820000 sec): 3 clusters
  Score: Raw -6753735.066640 + Penalty 5307.548149 = -6748427.518491
  nChanged 188
		SP:Iteration 26Q (18547.380000 sec): 3 clusters
  Score: Raw -6753820.119457 + Penalty 5307.548149 = -6748512.571308
  nChanged 169
		SP:Iteration 27Q (18547.840000 sec): 3 clusters
  Score: Raw -6753881.473093 + Penalty 5307.548149 = -6748573.924944
  nChanged 123
		SP:Iteration 28Q (18548.330000 sec): 3 clusters
  Score: Raw -6753924.379534 + Penalty 5307.548149 = -6748616.831385
  nChanged 102
		SP:Iteration 29Q (18548.820000 sec): 3 clusters
  Score: Raw -6753958.118308 + Penalty 5307.548149 = -6748650.570159
  nChanged 84
		SP:Iteration 30Q (18549.300000 sec): 3 clusters
  Score: Raw -6753978.042533 + Penalty 5307.548149 = -6748670.494384
  nChanged 67
		SP:Iteration 31Q (18549.770000 sec): 3 clusters
  Score: Raw -6753994.236621 + Penalty 5307.548149 = -6748686.688472
  nChanged 66
		SP:Iteration 32Q (18550.190000 sec): 3 clusters
  Score: Raw -6754008.351524 + Penalty 5307.548149 = -6748700.803376
  nChanged 53
		SP:Iteration 33Q (18550.600000 sec): 3 clusters
  Score: Raw -6754022.634325 + Penalty 5307.548149 = -6748715.086177
  nChanged 49
		SP:Iteration 34Q (18551.070000 sec): 3 clusters
  Score: Raw -6754034.371152 + Penalty 5307.548149 = -6748726.823003
  nChanged 47
		SP:Iteration 35Q (18551.570000 sec): 3 clusters
  Score: Raw -6754045.484604 + Penalty 5307.548149 = -6748737.936455
  nChanged 37
		SP:Iteration 36Q (18551.990000 sec): 3 clusters
  Score: Raw -6754052.364517 + Penalty 5307.548149 = -6748744.816368
  nChanged 35
		SP:Iteration 37Q (18552.460000 sec): 3 clusters
  Score: Raw -6754059.877827 + Penalty 5307.548149 = -6748752.329678
  nChanged 41
		SP:Iteration 38Q (18552.930000 sec): 3 clusters
  Score: Raw -6754069.877905 + Penalty 5307.548149 = -6748762.329756
  nChanged 32
		SP:Iteration 39Q (18553.390000 sec): 3 clusters
  Score: Raw -6754078.080471 + Penalty 5307.548149 = -6748770.532323
  nChanged 34
		SP:Iteration 40F (18553.880000 sec): 3 clusters
  Score: Raw -6754089.441059 + Penalty 5307.548149 = -6748781.892910
  nChanged 43
		SP:Iteration 41Q (18554.310000 sec): 3 clusters
  Score: Raw -6754103.371510 + Penalty 5307.548149 = -6748795.823361
  nChanged 50
		SP:Iteration 42Q (18554.730000 sec): 3 clusters
  Score: Raw -6754121.135674 + Penalty 5307.548149 = -6748813.587525
  nChanged 53
		SP:Iteration 43Q (18555.170000 sec): 3 clusters
  Score: Raw -6754141.140279 + Penalty 5307.548149 = -6748833.592131
  nChanged 51
		SP:Iteration 44Q (18555.670000 sec): 3 clusters
  Score: Raw -6754166.414361 + Penalty 5307.548149 = -6748858.866213
  nChanged 73
		SP:Iteration 45Q (18556.120000 sec): 3 clusters
  Score: Raw -6754211.623712 + Penalty 5307.548149 = -6748904.075564
  nChanged 100
		SP:Iteration 46Q (18556.570000 sec): 3 clusters
  Score: Raw -6754278.905010 + Penalty 5307.548149 = -6748971.356861
  nChanged 121
		SP:Iteration 47Q (18557.020000 sec): 3 clusters
  Score: Raw -6754388.772189 + Penalty 5307.548149 = -6749081.224041
  nChanged 136
		SP:Iteration 48Q (18557.450000 sec): 3 clusters
  Score: Raw -6754550.437823 + Penalty 5307.548149 = -6749242.889675
  nChanged 167
		SP:Iteration 49Q (18557.930000 sec): 3 clusters
  Score: Raw -6754700.922553 + Penalty 5307.548149 = -6749393.374404
  nChanged 128
		SP:Iteration 50Q (18558.410000 sec): 3 clusters
  Score: Raw -6754751.172307 + Penalty 5307.548149 = -6749443.624159
  nChanged 70
		SP:Iteration 51Q (18558.890000 sec): 3 clusters
  Score: Raw -6754769.436213 + Penalty 5307.548149 = -6749461.888064
  nChanged 44
		SP:Iteration 52Q (18559.260000 sec): 3 clusters
  Score: Raw -6754778.680681 + Penalty 5307.548149 = -6749471.132532
  nChanged 25
		SP:Iteration 53Q (18559.690000 sec): 3 clusters
  Score: Raw -6754781.671692 + Penalty 5307.548149 = -6749474.123543
  nChanged 12
		SP:Iteration 54Q (18560.200000 sec): 3 clusters
  Score: Raw -6754783.684779 + Penalty 5307.548149 = -6749476.136630
  nChanged 6
		SP:Iteration 55Q (18560.690000 sec): 3 clusters
  Score: Raw -6754784.576671 + Penalty 5307.548149 = -6749477.028522
  nChanged 4
		SP:Iteration 56Q (18561.160000 sec): 3 clusters
  Score: Raw -6754785.083811 + Penalty 5307.548149 = -6749477.535662
  nChanged 2
		SP:Iteration 57Q (18561.600000 sec): 3 clusters
  Score: Raw -6754785.409735 + Penalty 5307.548149 = -6749477.861586
  nChanged 1
		SP:Iteration 58Q (18562.030000 sec): 3 clusters
  Score: Raw -6754785.524747 + Penalty 5307.548149 = -6749477.976598
  nChanged 1
		SP:Iteration 59Q (18562.520000 sec): 3 clusters
  Score: Raw -6754785.648489 + Penalty 5307.548149 = -6749478.100341
  nChanged 0
		SP:Iteration 60F (18563.000000 sec): 3 clusters
  Score: Raw -6754785.648489 + Penalty 5307.548149 = -6749478.100341
  nChanged 0

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

 Trying to split cluster 47 (3764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18563.130000 sec): 2 clusters
  Score: Raw -544590.363829 + Penalty 2041.842900 = -542548.520928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18563.340000 sec): 3 clusters
  Score: Raw -542945.799386 + Penalty 4083.685800 = -538862.113586
  nChanged 1384
		SP:Iteration 1F (18563.530000 sec): 3 clusters
  Score: Raw -543939.259969 + Penalty 4083.685800 = -539855.574169
  nChanged 337
		SP:Iteration 2F (18563.760000 sec): 3 clusters
  Score: Raw -544277.662767 + Penalty 4083.685800 = -540193.976967
  nChanged 250
		SP:Iteration 3F (18563.900000 sec): 3 clusters
  Score: Raw -544654.813827 + Penalty 4083.685800 = -540571.128026
  nChanged 253
		SP:Iteration 4F (18564.100000 sec): 3 clusters
  Score: Raw -545019.080642 + Penalty 4083.685800 = -540935.394841
  nChanged 219
		SP:Iteration 5F (18564.220000 sec): 3 clusters
  Score: Raw -545290.790246 + Penalty 4083.685800 = -541207.104446
  nChanged 183
		SP:Iteration 6Q (18564.400000 sec): 3 clusters
  Score: Raw -545476.708030 + Penalty 4083.685800 = -541393.022230
  nChanged 146
		SP:Iteration 7Q (18564.580000 sec): 3 clusters
  Score: Raw -545604.983535 + Penalty 4083.685800 = -541521.297735
  nChanged 113
		SP:Iteration 8Q (18564.750000 sec): 3 clusters
  Score: Raw -545689.971507 + Penalty 4083.685800 = -541606.285706
  nChanged 88
		SP:Iteration 9Q (18564.920000 sec): 3 clusters
  Score: Raw -545771.424638 + Penalty 4083.685800 = -541687.738837
  nChanged 87
		SP:Iteration 10Q (18565.120000 sec): 3 clusters
  Score: Raw -545839.497289 + Penalty 4083.685800 = -541755.811489
  nChanged 58
		SP:Iteration 11Q (18565.330000 sec): 3 clusters
  Score: Raw -545889.479169 + Penalty 4083.685800 = -541805.793368
  nChanged 55
		SP:Iteration 12Q (18565.520000 sec): 3 clusters
  Score: Raw -545937.992172 + Penalty 4083.685800 = -541854.306372
  nChanged 45
		SP:Iteration 13Q (18565.750000 sec): 3 clusters
  Score: Raw -545963.163321 + Penalty 4083.685800 = -541879.477521
  nChanged 35
		SP:Iteration 14Q (18565.920000 sec): 3 clusters
  Score: Raw -545984.383497 + Penalty 4083.685800 = -541900.697697
  nChanged 30
		SP:Iteration 15Q (18566.110000 sec): 3 clusters
  Score: Raw -546006.495360 + Penalty 4083.685800 = -541922.809560
  nChanged 34
		SP:Iteration 16Q (18566.390000 sec): 3 clusters
  Score: Raw -546020.434107 + Penalty 4083.685800 = -541936.748307
  nChanged 25
		SP:Iteration 17Q (18566.560000 sec): 3 clusters
  Score: Raw -546031.712332 + Penalty 4083.685800 = -541948.026532
  nChanged 19
		SP:Iteration 18Q (18566.780000 sec): 3 clusters
  Score: Raw -546039.498553 + Penalty 4083.685800 = -541955.812752
  nChanged 13
		SP:Iteration 19Q (18566.920000 sec): 3 clusters
  Score: Raw -546043.960379 + Penalty 4083.685800 = -541960.274579
  nChanged 8
		SP:Iteration 20F (18567.100000 sec): 3 clusters
  Score: Raw -546051.028623 + Penalty 4083.685800 = -541967.342823
  nChanged 13
		SP:Iteration 21Q (18567.260000 sec): 3 clusters
  Score: Raw -546062.857341 + Penalty 4083.685800 = -541979.171541
  nChanged 16
		SP:Iteration 22Q (18567.510000 sec): 3 clusters
  Score: Raw -546071.705104 + Penalty 4083.685800 = -541988.019304
  nChanged 8
		SP:Iteration 23Q (18567.730000 sec): 3 clusters
  Score: Raw -546078.720788 + Penalty 4083.685800 = -541995.034988
  nChanged 6
		SP:Iteration 24Q (18567.880000 sec): 3 clusters
  Score: Raw -546083.888545 + Penalty 4083.685800 = -542000.202745
  nChanged 12
		SP:Iteration 25Q (18568.060000 sec): 3 clusters
  Score: Raw -546087.020960 + Penalty 4083.685800 = -542003.335160
  nChanged 6
		SP:Iteration 26Q (18568.280000 sec): 3 clusters
  Score: Raw -546088.449014 + Penalty 4083.685800 = -542004.763214
  nChanged 4
		SP:Iteration 27Q (18568.440000 sec): 3 clusters
  Score: Raw -546090.050689 + Penalty 4083.685800 = -542006.364888
  nChanged 1
		SP:Iteration 28Q (18568.630000 sec): 3 clusters
  Score: Raw -546090.298682 + Penalty 4083.685800 = -542006.612882
  nChanged 1
		SP:Iteration 29Q (18568.820000 sec): 3 clusters
  Score: Raw -546090.505605 + Penalty 4083.685800 = -542006.819805
  nChanged 1
		SP:Iteration 30Q (18569.050000 sec): 3 clusters
  Score: Raw -546090.717773 + Penalty 4083.685800 = -542007.031972
  nChanged 0
		SP:Iteration 31F (18569.220000 sec): 3 clusters
  Score: Raw -546090.717773 + Penalty 4083.685800 = -542007.031972
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (29138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18569.520000 sec): 2 clusters
  Score: Raw -4636477.363600 + Penalty 2549.390014 = -4633927.973586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18569.900000 sec): 3 clusters
  Score: Raw -4619055.020142 + Penalty 5098.780028 = -4613956.240114
  nChanged 13090
		SP:Iteration 1F (18570.260000 sec): 3 clusters
  Score: Raw -4626731.498352 + Penalty 5098.780028 = -4621632.718324
  nChanged 1860
		SP:Iteration 2F (18570.700000 sec): 3 clusters
  Score: Raw -4627732.479841 + Penalty 5098.780028 = -4622633.699813
  nChanged 1802
		SP:Iteration 3F (18571.080000 sec): 3 clusters
  Score: Raw -4628855.362571 + Penalty 5098.780028 = -4623756.582543
  nChanged 1810
		SP:Iteration 4F (18571.400000 sec): 3 clusters
  Score: Raw -4630120.797476 + Penalty 5098.780028 = -4625022.017448
  nChanged 1844
		SP:Iteration 5F (18571.830000 sec): 3 clusters
  Score: Raw -4631381.364948 + Penalty 5098.780028 = -4626282.584920
  nChanged 1736
		SP:Iteration 6F (18572.210000 sec): 3 clusters
  Score: Raw -4632510.815140 + Penalty 5098.780028 = -4627412.035112
  nChanged 1545
		SP:Iteration 7F (18572.580000 sec): 3 clusters
  Score: Raw -4633419.576158 + Penalty 5098.780028 = -4628320.796130
  nChanged 1345
		SP:Iteration 8Q (18572.980000 sec): 3 clusters
  Score: Raw -4634204.180548 + Penalty 5098.780028 = -4629105.400521
  nChanged 1175
		SP:Iteration 9Q (18573.420000 sec): 3 clusters
  Score: Raw -4634829.430767 + Penalty 5098.780028 = -4629730.650739
  nChanged 953
		SP:Iteration 10Q (18573.790000 sec): 3 clusters
  Score: Raw -4635274.762883 + Penalty 5098.780028 = -4630175.982855
  nChanged 755
		SP:Iteration 11Q (18574.210000 sec): 3 clusters
  Score: Raw -4635586.429561 + Penalty 5098.780028 = -4630487.649533
  nChanged 633
		SP:Iteration 12Q (18574.600000 sec): 3 clusters
  Score: Raw -4635821.798272 + Penalty 5098.780028 = -4630723.018244
  nChanged 500
		SP:Iteration 13Q (18574.980000 sec): 3 clusters
  Score: Raw -4635989.692470 + Penalty 5098.780028 = -4630890.912442
  nChanged 416
		SP:Iteration 14Q (18575.390000 sec): 3 clusters
  Score: Raw -4636124.835727 + Penalty 5098.780028 = -4631026.055699
  nChanged 423
		SP:Iteration 15Q (18575.710000 sec): 3 clusters
  Score: Raw -4636269.697572 + Penalty 5098.780028 = -4631170.917544
  nChanged 411
		SP:Iteration 16Q (18576.120000 sec): 3 clusters
  Score: Raw -4636421.143905 + Penalty 5098.780028 = -4631322.363877
  nChanged 428
		SP:Iteration 17Q (18576.510000 sec): 3 clusters
  Score: Raw -4636591.849199 + Penalty 5098.780028 = -4631493.069171
  nChanged 438
		SP:Iteration 18Q (18576.900000 sec): 3 clusters
  Score: Raw -4636787.592187 + Penalty 5098.780028 = -4631688.812159
  nChanged 499
		SP:Iteration 19Q (18577.320000 sec): 3 clusters
  Score: Raw -4637069.954641 + Penalty 5098.780028 = -4631971.174613
  nChanged 555
		SP:Iteration 20F (18577.680000 sec): 3 clusters
  Score: Raw -4637439.177011 + Penalty 5098.780028 = -4632340.396984
  nChanged 635
		SP:Iteration 21Q (18578.060000 sec): 3 clusters
  Score: Raw -4637997.878031 + Penalty 5098.780028 = -4632899.098003
  nChanged 712
		SP:Iteration 22Q (18578.450000 sec): 3 clusters
  Score: Raw -4638845.674769 + Penalty 5098.780028 = -4633746.894742
  nChanged 781
		SP:Iteration 23Q (18578.830000 sec): 3 clusters
  Score: Raw -4639800.369896 + Penalty 5098.780028 = -4634701.589868
  nChanged 734
		SP:Iteration 24Q (18579.200000 sec): 3 clusters
  Score: Raw -4640371.859337 + Penalty 5098.780028 = -4635273.079309
  nChanged 561
		SP:Iteration 25Q (18579.560000 sec): 3 clusters
  Score: Raw -4640651.811933 + Penalty 5098.780028 = -4635553.031905
  nChanged 372
		SP:Iteration 26Q (18579.880000 sec): 3 clusters
  Score: Raw -4640785.460076 + Penalty 5098.780028 = -4635686.680049
  nChanged 259
		SP:Iteration 27Q (18580.260000 sec): 3 clusters
  Score: Raw -4640853.380161 + Penalty 5098.780028 = -4635754.600133
  nChanged 207
		SP:Iteration 28Q (18580.640000 sec): 3 clusters
  Score: Raw -4640900.971647 + Penalty 5098.780028 = -4635802.191619
  nChanged 158
		SP:Iteration 29Q (18581.000000 sec): 3 clusters
  Score: Raw -4640933.268326 + Penalty 5098.780028 = -4635834.488298
  nChanged 136
		SP:Iteration 30Q (18581.360000 sec): 3 clusters
  Score: Raw -4640955.361422 + Penalty 5098.780028 = -4635856.581394
  nChanged 115
		SP:Iteration 31Q (18581.740000 sec): 3 clusters
  Score: Raw -4640973.021674 + Penalty 5098.780028 = -4635874.241646
  nChanged 112
		SP:Iteration 32Q (18582.140000 sec): 3 clusters
  Score: Raw -4640988.484907 + Penalty 5098.780028 = -4635889.704879
  nChanged 97
		SP:Iteration 33Q (18582.580000 sec): 3 clusters
  Score: Raw -4641002.663182 + Penalty 5098.780028 = -4635903.883154
  nChanged 66
		SP:Iteration 34Q (18582.960000 sec): 3 clusters
  Score: Raw -4641009.923534 + Penalty 5098.780028 = -4635911.143506
  nChanged 52
		SP:Iteration 35Q (18583.320000 sec): 3 clusters
  Score: Raw -4641014.472588 + Penalty 5098.780028 = -4635915.692560
  nChanged 39
		SP:Iteration 36Q (18583.730000 sec): 3 clusters
  Score: Raw -4641019.563593 + Penalty 5098.780028 = -4635920.783565
  nChanged 22
		SP:Iteration 37Q (18584.120000 sec): 3 clusters
  Score: Raw -4641021.087409 + Penalty 5098.780028 = -4635922.307381
  nChanged 22
		SP:Iteration 38Q (18584.520000 sec): 3 clusters
  Score: Raw -4641022.946989 + Penalty 5098.780028 = -4635924.166961
  nChanged 17
		SP:Iteration 39Q (18584.960000 sec): 3 clusters
  Score: Raw -4641024.258782 + Penalty 5098.780028 = -4635925.478755
  nChanged 13
		SP:Iteration 40F (18585.310000 sec): 3 clusters
  Score: Raw -4641025.750658 + Penalty 5098.780028 = -4635926.970630
  nChanged 21
		SP:Iteration 41Q (18585.730000 sec): 3 clusters
  Score: Raw -4641027.392824 + Penalty 5098.780028 = -4635928.612796
  nChanged 18
		SP:Iteration 42Q (18586.100000 sec): 3 clusters
  Score: Raw -4641028.599354 + Penalty 5098.780028 = -4635929.819327
  nChanged 14
		SP:Iteration 43Q (18586.450000 sec): 3 clusters
  Score: Raw -4641029.646460 + Penalty 5098.780028 = -4635930.866433
  nChanged 15
		SP:Iteration 44Q (18586.880000 sec): 3 clusters
  Score: Raw -4641030.917572 + Penalty 5098.780028 = -4635932.137544
  nChanged 19
		SP:Iteration 45Q (18587.260000 sec): 3 clusters
  Score: Raw -4641032.423811 + Penalty 5098.780028 = -4635933.643783
  nChanged 14
		SP:Iteration 46Q (18587.680000 sec): 3 clusters
  Score: Raw -4641033.441354 + Penalty 5098.780028 = -4635934.661326
  nChanged 13
		SP:Iteration 47Q (18588.020000 sec): 3 clusters
  Score: Raw -4641034.221880 + Penalty 5098.780028 = -4635935.441852
  nChanged 9
		SP:Iteration 48Q (18588.390000 sec): 3 clusters
  Score: Raw -4641034.976800 + Penalty 5098.780028 = -4635936.196772
  nChanged 14
		SP:Iteration 49Q (18588.760000 sec): 3 clusters
  Score: Raw -4641036.012270 + Penalty 5098.780028 = -4635937.232242
  nChanged 14
		SP:Iteration 50Q (18589.180000 sec): 3 clusters
  Score: Raw -4641037.039155 + Penalty 5098.780028 = -4635938.259127
  nChanged 16
		SP:Iteration 51Q (18589.540000 sec): 3 clusters
  Score: Raw -4641038.388665 + Penalty 5098.780028 = -4635939.608637
  nChanged 17
		SP:Iteration 52Q (18589.920000 sec): 3 clusters
  Score: Raw -4641039.590626 + Penalty 5098.780028 = -4635940.810598
  nChanged 12
		SP:Iteration 53Q (18590.350000 sec): 3 clusters
  Score: Raw -4641040.322920 + Penalty 5098.780028 = -4635941.542893
  nChanged 12
		SP:Iteration 54Q (18590.790000 sec): 3 clusters
  Score: Raw -4641040.825397 + Penalty 5098.780028 = -4635942.045369
  nChanged 2
		SP:Iteration 55Q (18591.180000 sec): 3 clusters
  Score: Raw -4641040.876981 + Penalty 5098.780028 = -4635942.096954
  nChanged 0
		SP:Iteration 56F (18591.560000 sec): 3 clusters
  Score: Raw -4641040.876981 + Penalty 5098.780028 = -4635942.096954
  nChanged 0

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

 Trying to split cluster 49 (10140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18591.760000 sec): 2 clusters
  Score: Raw -1515336.236160 + Penalty 2287.612333 = -1513048.623827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18592.000000 sec): 3 clusters
  Score: Raw -1509928.361830 + Penalty 4575.224665 = -1505353.137164
  nChanged 4246
		SP:Iteration 1F (18592.300000 sec): 3 clusters
  Score: Raw -1512230.138741 + Penalty 4575.224665 = -1507654.914075
  nChanged 693
		SP:Iteration 2F (18592.520000 sec): 3 clusters
  Score: Raw -1512734.548602 + Penalty 4575.224665 = -1508159.323936
  nChanged 676
		SP:Iteration 3F (18592.770000 sec): 3 clusters
  Score: Raw -1513356.683569 + Penalty 4575.224665 = -1508781.458903
  nChanged 682
		SP:Iteration 4F (18593.090000 sec): 3 clusters
  Score: Raw -1513988.847430 + Penalty 4575.224665 = -1509413.622764
  nChanged 652
		SP:Iteration 5F (18593.340000 sec): 3 clusters
  Score: Raw -1514444.050820 + Penalty 4575.224665 = -1509868.826155
  nChanged 537
		SP:Iteration 6F (18593.540000 sec): 3 clusters
  Score: Raw -1514751.485642 + Penalty 4575.224665 = -1510176.260976
  nChanged 420
		SP:Iteration 7Q (18593.770000 sec): 3 clusters
  Score: Raw -1514956.865465 + Penalty 4575.224665 = -1510381.640800
  nChanged 323
		SP:Iteration 8Q (18594.020000 sec): 3 clusters
  Score: Raw -1515094.083533 + Penalty 4575.224665 = -1510518.858868
  nChanged 257
		SP:Iteration 9Q (18594.210000 sec): 3 clusters
  Score: Raw -1515194.020796 + Penalty 4575.224665 = -1510618.796130
  nChanged 197
		SP:Iteration 10Q (18594.440000 sec): 3 clusters
  Score: Raw -1515269.809018 + Penalty 4575.224665 = -1510694.584352
  nChanged 180
		SP:Iteration 11Q (18594.640000 sec): 3 clusters
  Score: Raw -1515340.376875 + Penalty 4575.224665 = -1510765.152209
  nChanged 167
		SP:Iteration 12Q (18594.860000 sec): 3 clusters
  Score: Raw -1515409.615868 + Penalty 4575.224665 = -1510834.391203
  nChanged 163
		SP:Iteration 13Q (18595.070000 sec): 3 clusters
  Score: Raw -1515470.414427 + Penalty 4575.224665 = -1510895.189762
  nChanged 137
		SP:Iteration 14Q (18595.310000 sec): 3 clusters
  Score: Raw -1515512.556444 + Penalty 4575.224665 = -1510937.331779
  nChanged 118
		SP:Iteration 15Q (18595.620000 sec): 3 clusters
  Score: Raw -1515551.188733 + Penalty 4575.224665 = -1510975.964067
  nChanged 111
		SP:Iteration 16Q (18595.820000 sec): 3 clusters
  Score: Raw -1515584.353665 + Penalty 4575.224665 = -1511009.129000
  nChanged 103
		SP:Iteration 17Q (18596.060000 sec): 3 clusters
  Score: Raw -1515615.997808 + Penalty 4575.224665 = -1511040.773142
  nChanged 100
		SP:Iteration 18Q (18596.320000 sec): 3 clusters
  Score: Raw -1515649.972371 + Penalty 4575.224665 = -1511074.747706
  nChanged 101
		SP:Iteration 19Q (18596.500000 sec): 3 clusters
  Score: Raw -1515683.115211 + Penalty 4575.224665 = -1511107.890546
  nChanged 94
		SP:Iteration 20F (18596.760000 sec): 3 clusters
  Score: Raw -1515712.194352 + Penalty 4575.224665 = -1511136.969687
  nChanged 81
		SP:Iteration 21Q (18596.960000 sec): 3 clusters
  Score: Raw -1515734.541728 + Penalty 4575.224665 = -1511159.317063
  nChanged 82
		SP:Iteration 22Q (18597.170000 sec): 3 clusters
  Score: Raw -1515756.166291 + Penalty 4575.224665 = -1511180.941626
  nChanged 69
		SP:Iteration 23Q (18597.360000 sec): 3 clusters
  Score: Raw -1515777.047109 + Penalty 4575.224665 = -1511201.822443
  nChanged 75
		SP:Iteration 24Q (18597.660000 sec): 3 clusters
  Score: Raw -1515797.034570 + Penalty 4575.224665 = -1511221.809904
  nChanged 73
		SP:Iteration 25Q (18597.840000 sec): 3 clusters
  Score: Raw -1515816.977593 + Penalty 4575.224665 = -1511241.752927
  nChanged 78
		SP:Iteration 26Q (18598.030000 sec): 3 clusters
  Score: Raw -1515838.394762 + Penalty 4575.224665 = -1511263.170097
  nChanged 58
		SP:Iteration 27Q (18598.220000 sec): 3 clusters
  Score: Raw -1515852.827490 + Penalty 4575.224665 = -1511277.602825
  nChanged 48
		SP:Iteration 28Q (18598.410000 sec): 3 clusters
  Score: Raw -1515865.887874 + Penalty 4575.224665 = -1511290.663209
  nChanged 48
		SP:Iteration 29Q (18598.600000 sec): 3 clusters
  Score: Raw -1515878.069621 + Penalty 4575.224665 = -1511302.844955
  nChanged 47
		SP:Iteration 30Q (18598.790000 sec): 3 clusters
  Score: Raw -1515888.496520 + Penalty 4575.224665 = -1511313.271855
  nChanged 40
		SP:Iteration 31Q (18598.980000 sec): 3 clusters
  Score: Raw -1515897.450484 + Penalty 4575.224665 = -1511322.225818
  nChanged 48
		SP:Iteration 32Q (18599.170000 sec): 3 clusters
  Score: Raw -1515909.001864 + Penalty 4575.224665 = -1511333.777199
  nChanged 42
		SP:Iteration 33Q (18599.390000 sec): 3 clusters
  Score: Raw -1515918.132495 + Penalty 4575.224665 = -1511342.907830
  nChanged 39
		SP:Iteration 34Q (18599.620000 sec): 3 clusters
  Score: Raw -1515926.478619 + Penalty 4575.224665 = -1511351.253954
  nChanged 37
		SP:Iteration 35Q (18599.860000 sec): 3 clusters
  Score: Raw -1515933.203331 + Penalty 4575.224665 = -1511357.978665
  nChanged 32
		SP:Iteration 36Q (18600.050000 sec): 3 clusters
  Score: Raw -1515939.286293 + Penalty 4575.224665 = -1511364.061628
  nChanged 32
		SP:Iteration 37Q (18600.240000 sec): 3 clusters
  Score: Raw -1515944.537642 + Penalty 4575.224665 = -1511369.312977
  nChanged 28
		SP:Iteration 38Q (18600.430000 sec): 3 clusters
  Score: Raw -1515951.853169 + Penalty 4575.224665 = -1511376.628503
  nChanged 32
		SP:Iteration 39Q (18600.620000 sec): 3 clusters
  Score: Raw -1515957.890564 + Penalty 4575.224665 = -1511382.665899
  nChanged 26
		SP:Iteration 40F (18600.810000 sec): 3 clusters
  Score: Raw -1515962.105246 + Penalty 4575.224665 = -1511386.880580
  nChanged 18
		SP:Iteration 41Q (18601.000000 sec): 3 clusters
  Score: Raw -1515965.414889 + Penalty 4575.224665 = -1511390.190223
  nChanged 27
		SP:Iteration 42Q (18601.190000 sec): 3 clusters
  Score: Raw -1515970.101331 + Penalty 4575.224665 = -1511394.876666
  nChanged 26
		SP:Iteration 43Q (18601.380000 sec): 3 clusters
  Score: Raw -1515974.120886 + Penalty 4575.224665 = -1511398.896220
  nChanged 23
		SP:Iteration 44Q (18601.570000 sec): 3 clusters
  Score: Raw -1515978.673488 + Penalty 4575.224665 = -1511403.448823
  nChanged 23
		SP:Iteration 45Q (18601.770000 sec): 3 clusters
  Score: Raw -1515983.850933 + Penalty 4575.224665 = -1511408.626268
  nChanged 23
		SP:Iteration 46Q (18601.950000 sec): 3 clusters
  Score: Raw -1515988.925926 + Penalty 4575.224665 = -1511413.701260
  nChanged 22
		SP:Iteration 47Q (18602.150000 sec): 3 clusters
  Score: Raw -1515992.992293 + Penalty 4575.224665 = -1511417.767627
  nChanged 15
		SP:Iteration 48Q (18602.340000 sec): 3 clusters
  Score: Raw -1515995.983296 + Penalty 4575.224665 = -1511420.758631
  nChanged 14
		SP:Iteration 49Q (18602.530000 sec): 3 clusters
  Score: Raw -1515998.732327 + Penalty 4575.224665 = -1511423.507662
  nChanged 18
		SP:Iteration 50Q (18602.720000 sec): 3 clusters
  Score: Raw -1516002.711984 + Penalty 4575.224665 = -1511427.487318
  nChanged 20
		SP:Iteration 51Q (18602.910000 sec): 3 clusters
  Score: Raw -1516006.626548 + Penalty 4575.224665 = -1511431.401883
  nChanged 16
		SP:Iteration 52Q (18603.100000 sec): 3 clusters
  Score: Raw -1516009.622010 + Penalty 4575.224665 = -1511434.397344
  nChanged 18
		SP:Iteration 53Q (18603.290000 sec): 3 clusters
  Score: Raw -1516013.055448 + Penalty 4575.224665 = -1511437.830783
  nChanged 15
		SP:Iteration 54Q (18603.480000 sec): 3 clusters
  Score: Raw -1516016.598947 + Penalty 4575.224665 = -1511441.374281
  nChanged 15
		SP:Iteration 55Q (18603.670000 sec): 3 clusters
  Score: Raw -1516019.259538 + Penalty 4575.224665 = -1511444.034873
  nChanged 9
		SP:Iteration 56Q (18603.860000 sec): 3 clusters
  Score: Raw -1516020.445498 + Penalty 4575.224665 = -1511445.220833
  nChanged 8
		SP:Iteration 57Q (18604.050000 sec): 3 clusters
  Score: Raw -1516021.453402 + Penalty 4575.224665 = -1511446.228737
  nChanged 11
		SP:Iteration 58Q (18604.290000 sec): 3 clusters
  Score: Raw -1516022.847792 + Penalty 4575.224665 = -1511447.623127
  nChanged 8
		SP:Iteration 59Q (18604.530000 sec): 3 clusters
  Score: Raw -1516024.036904 + Penalty 4575.224665 = -1511448.812238
  nChanged 12
		SP:Iteration 60F (18604.770000 sec): 3 clusters
  Score: Raw -1516025.524475 + Penalty 4575.224665 = -1511450.299810
  nChanged 7
		SP:Iteration 61Q (18605.010000 sec): 3 clusters
  Score: Raw -1516026.810605 + Penalty 4575.224665 = -1511451.585940
  nChanged 14
		SP:Iteration 62Q (18605.240000 sec): 3 clusters
  Score: Raw -1516029.115587 + Penalty 4575.224665 = -1511453.890922
  nChanged 14
		SP:Iteration 63Q (18605.480000 sec): 3 clusters
  Score: Raw -1516032.013757 + Penalty 4575.224665 = -1511456.789091
  nChanged 20
		SP:Iteration 64Q (18605.670000 sec): 3 clusters
  Score: Raw -1516035.389384 + Penalty 4575.224665 = -1511460.164719
  nChanged 19
		SP:Iteration 65Q (18605.860000 sec): 3 clusters
  Score: Raw -1516041.159269 + Penalty 4575.224665 = -1511465.934604
  nChanged 19
		SP:Iteration 66Q (18606.050000 sec): 3 clusters
  Score: Raw -1516045.704436 + Penalty 4575.224665 = -1511470.479771
  nChanged 22
		SP:Iteration 67Q (18606.240000 sec): 3 clusters
  Score: Raw -1516050.595582 + Penalty 4575.224665 = -1511475.370917
  nChanged 24
		SP:Iteration 68Q (18606.430000 sec): 3 clusters
  Score: Raw -1516054.250135 + Penalty 4575.224665 = -1511479.025470
  nChanged 20
		SP:Iteration 69Q (18606.630000 sec): 3 clusters
  Score: Raw -1516058.230454 + Penalty 4575.224665 = -1511483.005789
  nChanged 23
		SP:Iteration 70Q (18606.810000 sec): 3 clusters
  Score: Raw -1516062.598565 + Penalty 4575.224665 = -1511487.373900
  nChanged 22
		SP:Iteration 71Q (18607.010000 sec): 3 clusters
  Score: Raw -1516066.500952 + Penalty 4575.224665 = -1511491.276286
  nChanged 19
		SP:Iteration 72Q (18607.200000 sec): 3 clusters
  Score: Raw -1516070.892920 + Penalty 4575.224665 = -1511495.668254
  nChanged 27
		SP:Iteration 73Q (18607.480000 sec): 3 clusters
  Score: Raw -1516077.126823 + Penalty 4575.224665 = -1511501.902158
  nChanged 25
		SP:Iteration 74Q (18607.680000 sec): 3 clusters
  Score: Raw -1516082.947058 + Penalty 4575.224665 = -1511507.722392
  nChanged 23
		SP:Iteration 75Q (18607.910000 sec): 3 clusters
  Score: Raw -1516088.597791 + Penalty 4575.224665 = -1511513.373125
  nChanged 27
		SP:Iteration 76Q (18608.150000 sec): 3 clusters
  Score: Raw -1516095.963315 + Penalty 4575.224665 = -1511520.738650
  nChanged 25
		SP:Iteration 77Q (18608.340000 sec): 3 clusters
  Score: Raw -1516102.154718 + Penalty 4575.224665 = -1511526.930053
  nChanged 29
		SP:Iteration 78Q (18608.530000 sec): 3 clusters
  Score: Raw -1516108.493515 + Penalty 4575.224665 = -1511533.268850
  nChanged 33
		SP:Iteration 79Q (18608.780000 sec): 3 clusters
  Score: Raw -1516115.632966 + Penalty 4575.224665 = -1511540.408301
  nChanged 31
		SP:Iteration 80F (18608.990000 sec): 3 clusters
  Score: Raw -1516121.804468 + Penalty 4575.224665 = -1511546.579802
  nChanged 33
		SP:Iteration 81Q (18609.190000 sec): 3 clusters
  Score: Raw -1516128.491947 + Penalty 4575.224665 = -1511553.267281
  nChanged 35
		SP:Iteration 82Q (18609.370000 sec): 3 clusters
  Score: Raw -1516135.505840 + Penalty 4575.224665 = -1511560.281174
  nChanged 41
		SP:Iteration 83Q (18609.570000 sec): 3 clusters
  Score: Raw -1516145.368061 + Penalty 4575.224665 = -1511570.143396
  nChanged 45
		SP:Iteration 84Q (18609.760000 sec): 3 clusters
  Score: Raw -1516155.382291 + Penalty 4575.224665 = -1511580.157625
  nChanged 39
		SP:Iteration 85Q (18609.950000 sec): 3 clusters
  Score: Raw -1516164.241605 + Penalty 4575.224665 = -1511589.016939
  nChanged 42
		SP:Iteration 86Q (18610.150000 sec): 3 clusters
  Score: Raw -1516174.085797 + Penalty 4575.224665 = -1511598.861131
  nChanged 41
		SP:Iteration 87Q (18610.340000 sec): 3 clusters
  Score: Raw -1516184.516863 + Penalty 4575.224665 = -1511609.292197
  nChanged 36
		SP:Iteration 88Q (18610.540000 sec): 3 clusters
  Score: Raw -1516193.704475 + Penalty 4575.224665 = -1511618.479810
  nChanged 40
		SP:Iteration 89Q (18610.730000 sec): 3 clusters
  Score: Raw -1516203.780456 + Penalty 4575.224665 = -1511628.555791
  nChanged 45
		SP:Iteration 90Q (18610.920000 sec): 3 clusters
  Score: Raw -1516213.856045 + Penalty 4575.224665 = -1511638.631380
  nChanged 39
		SP:Iteration 91Q (18611.120000 sec): 3 clusters
  Score: Raw -1516224.029338 + Penalty 4575.224665 = -1511648.804673
  nChanged 46
		SP:Iteration 92Q (18611.300000 sec): 3 clusters
  Score: Raw -1516234.391736 + Penalty 4575.224665 = -1511659.167071
  nChanged 49
		SP:Iteration 93Q (18611.500000 sec): 3 clusters
  Score: Raw -1516247.011148 + Penalty 4575.224665 = -1511671.786483
  nChanged 41
		SP:Iteration 94Q (18611.690000 sec): 3 clusters
  Score: Raw -1516257.174533 + Penalty 4575.224665 = -1511681.949868
  nChanged 35
		SP:Iteration 95Q (18611.890000 sec): 3 clusters
  Score: Raw -1516265.775359 + Penalty 4575.224665 = -1511690.550694
  nChanged 41
		SP:Iteration 96Q (18612.070000 sec): 3 clusters
  Score: Raw -1516277.575761 + Penalty 4575.224665 = -1511702.351096
  nChanged 43
		SP:Iteration 97Q (18612.270000 sec): 3 clusters
  Score: Raw -1516291.031208 + Penalty 4575.224665 = -1511715.806542
  nChanged 46
		SP:Iteration 98Q (18612.460000 sec): 3 clusters
  Score: Raw -1516305.010479 + Penalty 4575.224665 = -1511729.785814
  nChanged 53
		SP:Iteration 99Q (18612.650000 sec): 3 clusters
  Score: Raw -1516323.356780 + Penalty 4575.224665 = -1511748.132114
  nChanged 56
		SP:Iteration 100F (18612.840000 sec): 3 clusters
  Score: Raw -1516338.773169 + Penalty 4575.224665 = -1511763.548503
  nChanged 55
		SP:Iteration 101Q (18613.030000 sec): 3 clusters
  Score: Raw -1516354.713944 + Penalty 4575.224665 = -1511779.489279
  nChanged 61
		SP:Iteration 102Q (18613.220000 sec): 3 clusters
  Score: Raw -1516373.057816 + Penalty 4575.224665 = -1511797.833150
  nChanged 52
		SP:Iteration 103Q (18613.410000 sec): 3 clusters
  Score: Raw -1516388.304521 + Penalty 4575.224665 = -1511813.079855
  nChanged 42
		SP:Iteration 104Q (18613.600000 sec): 3 clusters
  Score: Raw -1516400.121218 + Penalty 4575.224665 = -1511824.896552
  nChanged 35
		SP:Iteration 105Q (18613.790000 sec): 3 clusters
  Score: Raw -1516408.535359 + Penalty 4575.224665 = -1511833.310693
  nChanged 29
		SP:Iteration 106Q (18613.980000 sec): 3 clusters
  Score: Raw -1516418.020676 + Penalty 4575.224665 = -1511842.796011
  nChanged 30
		SP:Iteration 107Q (18614.180000 sec): 3 clusters
  Score: Raw -1516427.328381 + Penalty 4575.224665 = -1511852.103715
  nChanged 33
		SP:Iteration 108Q (18614.370000 sec): 3 clusters
  Score: Raw -1516435.319893 + Penalty 4575.224665 = -1511860.095228
  nChanged 27
		SP:Iteration 109Q (18614.560000 sec): 3 clusters
  Score: Raw -1516442.902868 + Penalty 4575.224665 = -1511867.678202
  nChanged 31
		SP:Iteration 110Q (18614.750000 sec): 3 clusters
  Score: Raw -1516452.111337 + Penalty 4575.224665 = -1511876.886671
  nChanged 31
		SP:Iteration 111Q (18614.940000 sec): 3 clusters
  Score: Raw -1516458.313201 + Penalty 4575.224665 = -1511883.088535
  nChanged 30
		SP:Iteration 112Q (18615.140000 sec): 3 clusters
  Score: Raw -1516465.892371 + Penalty 4575.224665 = -1511890.667706
  nChanged 18
		SP:Iteration 113Q (18615.330000 sec): 3 clusters
  Score: Raw -1516469.616368 + Penalty 4575.224665 = -1511894.391703
  nChanged 15
		SP:Iteration 114Q (18615.520000 sec): 3 clusters
  Score: Raw -1516473.087380 + Penalty 4575.224665 = -1511897.862714
  nChanged 14
		SP:Iteration 115Q (18615.710000 sec): 3 clusters
  Score: Raw -1516476.046958 + Penalty 4575.224665 = -1511900.822293
  nChanged 10
		SP:Iteration 116Q (18615.890000 sec): 3 clusters
  Score: Raw -1516477.993552 + Penalty 4575.224665 = -1511902.768887
  nChanged 8
		SP:Iteration 117Q (18616.090000 sec): 3 clusters
  Score: Raw -1516479.310609 + Penalty 4575.224665 = -1511904.085944
  nChanged 7
		SP:Iteration 118Q (18616.280000 sec): 3 clusters
  Score: Raw -1516480.666363 + Penalty 4575.224665 = -1511905.441698
  nChanged 6
		SP:Iteration 119Q (18616.470000 sec): 3 clusters
  Score: Raw -1516482.495448 + Penalty 4575.224665 = -1511907.270783
  nChanged 8
		SP:Iteration 120F (18616.660000 sec): 3 clusters
  Score: Raw -1516483.992585 + Penalty 4575.224665 = -1511908.767919
  nChanged 4
		SP:Iteration 121Q (18616.860000 sec): 3 clusters
  Score: Raw -1516484.782763 + Penalty 4575.224665 = -1511909.558097
  nChanged 5
		SP:Iteration 122Q (18617.050000 sec): 3 clusters
  Score: Raw -1516485.920517 + Penalty 4575.224665 = -1511910.695851
  nChanged 3
		SP:Iteration 123Q (18617.290000 sec): 3 clusters
  Score: Raw -1516486.778699 + Penalty 4575.224665 = -1511911.554034
  nChanged 6
		SP:Iteration 124Q (18617.540000 sec): 3 clusters
  Score: Raw -1516487.509084 + Penalty 4575.224665 = -1511912.284419
  nChanged 3
		SP:Iteration 125Q (18617.780000 sec): 3 clusters
  Score: Raw -1516487.954768 + Penalty 4575.224665 = -1511912.730103
  nChanged 2
		SP:Iteration 126Q (18617.970000 sec): 3 clusters
  Score: Raw -1516488.196188 + Penalty 4575.224665 = -1511912.971523
  nChanged 2
		SP:Iteration 127Q (18618.230000 sec): 3 clusters
  Score: Raw -1516488.608899 + Penalty 4575.224665 = -1511913.384234
  nChanged 3
		SP:Iteration 128Q (18618.500000 sec): 3 clusters
  Score: Raw -1516489.064693 + Penalty 4575.224665 = -1511913.840027
  nChanged 2
		SP:Iteration 129Q (18618.630000 sec): 3 clusters
  Score: Raw -1516489.292338 + Penalty 4575.224665 = -1511914.067673
  nChanged 1
		SP:Iteration 130Q (18618.870000 sec): 3 clusters
  Score: Raw -1516489.377209 + Penalty 4575.224665 = -1511914.152544
  nChanged 0
		SP:Iteration 131F (18619.090000 sec): 3 clusters
  Score: Raw -1516489.377209 + Penalty 4575.224665 = -1511914.152544
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (3605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18619.210000 sec): 2 clusters
  Score: Raw -544138.215786 + Penalty 2031.139108 = -542107.076677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18619.390000 sec): 3 clusters
  Score: Raw -542515.950472 + Penalty 4062.278217 = -538453.672255
  nChanged 1354
		SP:Iteration 1F (18619.530000 sec): 3 clusters
  Score: Raw -543420.742272 + Penalty 4062.278217 = -539358.464055
  nChanged 327
		SP:Iteration 2F (18619.730000 sec): 3 clusters
  Score: Raw -543719.624867 + Penalty 4062.278217 = -539657.346650
  nChanged 233
		SP:Iteration 3F (18619.890000 sec): 3 clusters
  Score: Raw -543924.272113 + Penalty 4062.278217 = -539861.993897
  nChanged 186
		SP:Iteration 4F (18620.070000 sec): 3 clusters
  Score: Raw -544096.001072 + Penalty 4062.278217 = -540033.722855
  nChanged 182
		SP:Iteration 5F (18620.250000 sec): 3 clusters
  Score: Raw -544251.635703 + Penalty 4062.278217 = -540189.357486
  nChanged 150
		SP:Iteration 6Q (18620.420000 sec): 3 clusters
  Score: Raw -544369.077728 + Penalty 4062.278217 = -540306.799511
  nChanged 133
		SP:Iteration 7Q (18620.600000 sec): 3 clusters
  Score: Raw -544458.730397 + Penalty 4062.278217 = -540396.452180
  nChanged 105
		SP:Iteration 8Q (18620.790000 sec): 3 clusters
  Score: Raw -544537.295734 + Penalty 4062.278217 = -540475.017517
  nChanged 94
		SP:Iteration 9Q (18620.910000 sec): 3 clusters
  Score: Raw -544599.021748 + Penalty 4062.278217 = -540536.743531
  nChanged 70
		SP:Iteration 10Q (18621.030000 sec): 3 clusters
  Score: Raw -544637.302185 + Penalty 4062.278217 = -540575.023968
  nChanged 54
		SP:Iteration 11Q (18621.180000 sec): 3 clusters
  Score: Raw -544665.916625 + Penalty 4062.278217 = -540603.638409
  nChanged 45
		SP:Iteration 12Q (18621.360000 sec): 3 clusters
  Score: Raw -544684.508133 + Penalty 4062.278217 = -540622.229916
  nChanged 40
		SP:Iteration 13Q (18621.540000 sec): 3 clusters
  Score: Raw -544706.267946 + Penalty 4062.278217 = -540643.989729
  nChanged 45
		SP:Iteration 14Q (18621.700000 sec): 3 clusters
  Score: Raw -544732.419346 + Penalty 4062.278217 = -540670.141129
  nChanged 44
		SP:Iteration 15Q (18621.870000 sec): 3 clusters
  Score: Raw -544759.588319 + Penalty 4062.278217 = -540697.310102
  nChanged 34
		SP:Iteration 16Q (18622.050000 sec): 3 clusters
  Score: Raw -544774.743107 + Penalty 4062.278217 = -540712.464890
  nChanged 31
		SP:Iteration 17Q (18622.230000 sec): 3 clusters
  Score: Raw -544788.298488 + Penalty 4062.278217 = -540726.020272
  nChanged 25
		SP:Iteration 18Q (18622.350000 sec): 3 clusters
  Score: Raw -544799.455471 + Penalty 4062.278217 = -540737.177254
  nChanged 23
		SP:Iteration 19Q (18622.500000 sec): 3 clusters
  Score: Raw -544810.438564 + Penalty 4062.278217 = -540748.160347
  nChanged 20
		SP:Iteration 20F (18622.690000 sec): 3 clusters
  Score: Raw -544820.116057 + Penalty 4062.278217 = -540757.837841
  nChanged 20
		SP:Iteration 21Q (18622.850000 sec): 3 clusters
  Score: Raw -544830.332207 + Penalty 4062.278217 = -540768.053991
  nChanged 26
		SP:Iteration 22Q (18623.010000 sec): 3 clusters
  Score: Raw -544843.383297 + Penalty 4062.278217 = -540781.105080
  nChanged 25
		SP:Iteration 23Q (18623.170000 sec): 3 clusters
  Score: Raw -544855.430243 + Penalty 4062.278217 = -540793.152027
  nChanged 24
		SP:Iteration 24Q (18623.280000 sec): 3 clusters
  Score: Raw -544867.364417 + Penalty 4062.278217 = -540805.086200
  nChanged 19
		SP:Iteration 25Q (18623.480000 sec): 3 clusters
  Score: Raw -544875.334068 + Penalty 4062.278217 = -540813.055852
  nChanged 18
		SP:Iteration 26Q (18623.680000 sec): 3 clusters
  Score: Raw -544882.454217 + Penalty 4062.278217 = -540820.176000
  nChanged 15
		SP:Iteration 27Q (18623.850000 sec): 3 clusters
  Score: Raw -544888.458897 + Penalty 4062.278217 = -540826.180680
  nChanged 15
		SP:Iteration 28Q (18624.010000 sec): 3 clusters
  Score: Raw -544895.473672 + Penalty 4062.278217 = -540833.195455
  nChanged 15
		SP:Iteration 29Q (18624.160000 sec): 3 clusters
  Score: Raw -544900.618534 + Penalty 4062.278217 = -540838.340317
  nChanged 6
		SP:Iteration 30Q (18624.330000 sec): 3 clusters
  Score: Raw -544903.310499 + Penalty 4062.278217 = -540841.032282
  nChanged 9
		SP:Iteration 31Q (18624.490000 sec): 3 clusters
  Score: Raw -544906.684714 + Penalty 4062.278217 = -540844.406497
  nChanged 12
		SP:Iteration 32Q (18624.670000 sec): 3 clusters
  Score: Raw -544912.510445 + Penalty 4062.278217 = -540850.232228
  nChanged 8
		SP:Iteration 33Q (18624.890000 sec): 3 clusters
  Score: Raw -544917.146095 + Penalty 4062.278217 = -540854.867878
  nChanged 7
		SP:Iteration 34Q (18625.080000 sec): 3 clusters
  Score: Raw -544919.586913 + Penalty 4062.278217 = -540857.308697
  nChanged 6
		SP:Iteration 35Q (18625.360000 sec): 3 clusters
  Score: Raw -544921.765495 + Penalty 4062.278217 = -540859.487278
  nChanged 3
		SP:Iteration 36Q (18625.570000 sec): 3 clusters
  Score: Raw -544923.123812 + Penalty 4062.278217 = -540860.845595
  nChanged 3
		SP:Iteration 37Q (18625.750000 sec): 3 clusters
  Score: Raw -544924.920449 + Penalty 4062.278217 = -540862.642232
  nChanged 6
		SP:Iteration 38Q (18625.950000 sec): 3 clusters
  Score: Raw -544927.014530 + Penalty 4062.278217 = -540864.736313
  nChanged 4
		SP:Iteration 39Q (18626.080000 sec): 3 clusters
  Score: Raw -544928.496765 + Penalty 4062.278217 = -540866.218549
  nChanged 8
		SP:Iteration 40F (18626.210000 sec): 3 clusters
  Score: Raw -544933.135224 + Penalty 4062.278217 = -540870.857007
  nChanged 14
		SP:Iteration 41Q (18626.370000 sec): 3 clusters
  Score: Raw -544939.841977 + Penalty 4062.278217 = -540877.563760
  nChanged 13
		SP:Iteration 42Q (18626.510000 sec): 3 clusters
  Score: Raw -544946.620213 + Penalty 4062.278217 = -540884.341996
  nChanged 12
		SP:Iteration 43Q (18626.660000 sec): 3 clusters
  Score: Raw -544951.762694 + Penalty 4062.278217 = -540889.484478
  nChanged 10
		SP:Iteration 44Q (18626.830000 sec): 3 clusters
  Score: Raw -544956.996965 + Penalty 4062.278217 = -540894.718748
  nChanged 7
		SP:Iteration 45Q (18626.980000 sec): 3 clusters
  Score: Raw -544959.185245 + Penalty 4062.278217 = -540896.907028
  nChanged 3
		SP:Iteration 46Q (18627.150000 sec): 3 clusters
  Score: Raw -544962.446464 + Penalty 4062.278217 = -540900.168247
  nChanged 7
		SP:Iteration 47Q (18627.270000 sec): 3 clusters
  Score: Raw -544965.493112 + Penalty 4062.278217 = -540903.214896
  nChanged 2
		SP:Iteration 48Q (18627.430000 sec): 3 clusters
  Score: Raw -544965.883876 + Penalty 4062.278217 = -540903.605659
  nChanged 0
		SP:Iteration 49F (18627.580000 sec): 3 clusters
  Score: Raw -544965.883876 + Penalty 4062.278217 = -540903.605659
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (4769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18627.710000 sec): 2 clusters
  Score: Raw -708692.568997 + Penalty 2100.533196 = -706592.035801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18627.900000 sec): 3 clusters
  Score: Raw -706457.542017 + Penalty 4201.066391 = -702256.475625
  nChanged 1839
		SP:Iteration 1F (18628.060000 sec): 3 clusters
  Score: Raw -707772.770275 + Penalty 4201.066391 = -703571.703883
  nChanged 461
		SP:Iteration 2F (18628.250000 sec): 3 clusters
  Score: Raw -708226.798047 + Penalty 4201.066391 = -704025.731656
  nChanged 373
		SP:Iteration 3F (18628.500000 sec): 3 clusters
  Score: Raw -708633.744480 + Penalty 4201.066391 = -704432.678088
  nChanged 305
		SP:Iteration 4F (18628.720000 sec): 3 clusters
  Score: Raw -708924.129520 + Penalty 4201.066391 = -704723.063128
  nChanged 267
		SP:Iteration 5F (18628.900000 sec): 3 clusters
  Score: Raw -709167.757235 + Penalty 4201.066391 = -704966.690844
  nChanged 230
		SP:Iteration 6Q (18629.090000 sec): 3 clusters
  Score: Raw -709411.918468 + Penalty 4201.066391 = -705210.852077
  nChanged 212
		SP:Iteration 7Q (18629.240000 sec): 3 clusters
  Score: Raw -709636.694870 + Penalty 4201.066391 = -705435.628479
  nChanged 178
		SP:Iteration 8Q (18629.430000 sec): 3 clusters
  Score: Raw -709813.127224 + Penalty 4201.066391 = -705612.060833
  nChanged 177
		SP:Iteration 9Q (18629.630000 sec): 3 clusters
  Score: Raw -709964.843151 + Penalty 4201.066391 = -705763.776759
  nChanged 137
		SP:Iteration 10Q (18629.840000 sec): 3 clusters
  Score: Raw -710068.141552 + Penalty 4201.066391 = -705867.075161
  nChanged 107
		SP:Iteration 11Q (18630.020000 sec): 3 clusters
  Score: Raw -710145.005945 + Penalty 4201.066391 = -705943.939554
  nChanged 87
		SP:Iteration 12Q (18630.220000 sec): 3 clusters
  Score: Raw -710222.842511 + Penalty 4201.066391 = -706021.776119
  nChanged 77
		SP:Iteration 13Q (18630.450000 sec): 3 clusters
  Score: Raw -710287.089242 + Penalty 4201.066391 = -706086.022850
  nChanged 76
		SP:Iteration 14Q (18630.650000 sec): 3 clusters
  Score: Raw -710344.709197 + Penalty 4201.066391 = -706143.642806
  nChanged 71
		SP:Iteration 15Q (18630.830000 sec): 3 clusters
  Score: Raw -710396.208468 + Penalty 4201.066391 = -706195.142076
  nChanged 53
		SP:Iteration 16Q (18631.050000 sec): 3 clusters
  Score: Raw -710439.037712 + Penalty 4201.066391 = -706237.971320
  nChanged 56
		SP:Iteration 17Q (18631.250000 sec): 3 clusters
  Score: Raw -710494.300276 + Penalty 4201.066391 = -706293.233884
  nChanged 62
		SP:Iteration 18Q (18631.460000 sec): 3 clusters
  Score: Raw -710537.925731 + Penalty 4201.066391 = -706336.859339
  nChanged 53
		SP:Iteration 19Q (18631.630000 sec): 3 clusters
  Score: Raw -710576.838862 + Penalty 4201.066391 = -706375.772470
  nChanged 41
		SP:Iteration 20F (18631.890000 sec): 3 clusters
  Score: Raw -710600.489272 + Penalty 4201.066391 = -706399.422880
  nChanged 25
		SP:Iteration 21Q (18632.120000 sec): 3 clusters
  Score: Raw -710614.609178 + Penalty 4201.066391 = -706413.542787
  nChanged 34
		SP:Iteration 22Q (18632.320000 sec): 3 clusters
  Score: Raw -710629.061396 + Penalty 4201.066391 = -706427.995005
  nChanged 27
		SP:Iteration 23Q (18632.530000 sec): 3 clusters
  Score: Raw -710643.133064 + Penalty 4201.066391 = -706442.066672
  nChanged 35
		SP:Iteration 24Q (18632.740000 sec): 3 clusters
  Score: Raw -710657.596614 + Penalty 4201.066391 = -706456.530222
  nChanged 27
		SP:Iteration 25Q (18632.940000 sec): 3 clusters
  Score: Raw -710667.529950 + Penalty 4201.066391 = -706466.463559
  nChanged 23
		SP:Iteration 26Q (18633.140000 sec): 3 clusters
  Score: Raw -710675.394767 + Penalty 4201.066391 = -706474.328375
  nChanged 16
		SP:Iteration 27Q (18633.390000 sec): 3 clusters
  Score: Raw -710681.702197 + Penalty 4201.066391 = -706480.635806
  nChanged 15
		SP:Iteration 28Q (18633.610000 sec): 3 clusters
  Score: Raw -710686.863075 + Penalty 4201.066391 = -706485.796684
  nChanged 11
		SP:Iteration 29Q (18633.820000 sec): 3 clusters
  Score: Raw -710689.955992 + Penalty 4201.066391 = -706488.889601
  nChanged 11
		SP:Iteration 30Q (18634.080000 sec): 3 clusters
  Score: Raw -710692.566731 + Penalty 4201.066391 = -706491.500340
  nChanged 9
		SP:Iteration 31Q (18634.200000 sec): 3 clusters
  Score: Raw -710694.855154 + Penalty 4201.066391 = -706493.788763
  nChanged 6
		SP:Iteration 32Q (18634.430000 sec): 3 clusters
  Score: Raw -710696.322703 + Penalty 4201.066391 = -706495.256312
  nChanged 1
		SP:Iteration 33Q (18634.590000 sec): 3 clusters
  Score: Raw -710696.732550 + Penalty 4201.066391 = -706495.666159
  nChanged 4
		SP:Iteration 34Q (18634.830000 sec): 3 clusters
  Score: Raw -710697.690439 + Penalty 4201.066391 = -706496.624048
  nChanged 4
		SP:Iteration 35Q (18635.060000 sec): 3 clusters
  Score: Raw -710698.681621 + Penalty 4201.066391 = -706497.615229
  nChanged 6
		SP:Iteration 36Q (18635.300000 sec): 3 clusters
  Score: Raw -710700.774984 + Penalty 4201.066391 = -706499.708593
  nChanged 4
		SP:Iteration 37Q (18635.520000 sec): 3 clusters
  Score: Raw -710701.631999 + Penalty 4201.066391 = -706500.565608
  nChanged 3
		SP:Iteration 38Q (18635.680000 sec): 3 clusters
  Score: Raw -710702.161732 + Penalty 4201.066391 = -706501.095341
  nChanged 2
		SP:Iteration 39Q (18635.880000 sec): 3 clusters
  Score: Raw -710702.645316 + Penalty 4201.066391 = -706501.578924
  nChanged 1
		SP:Iteration 40F (18636.050000 sec): 3 clusters
  Score: Raw -710702.820240 + Penalty 4201.066391 = -706501.753848
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (19001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18636.310000 sec): 2 clusters
  Score: Raw -3057581.859485 + Penalty 2443.357228 = -3055138.502257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18636.630000 sec): 3 clusters
  Score: Raw -3046523.070963 + Penalty 4886.714457 = -3041636.356506
  nChanged 8340
		SP:Iteration 1F (18636.990000 sec): 3 clusters
  Score: Raw -3051021.890576 + Penalty 4886.714457 = -3046135.176119
  nChanged 1114
		SP:Iteration 2F (18637.320000 sec): 3 clusters
  Score: Raw -3051530.012579 + Penalty 4886.714457 = -3046643.298122
  nChanged 1105
		SP:Iteration 3F (18637.670000 sec): 3 clusters
  Score: Raw -3052100.952410 + Penalty 4886.714457 = -3047214.237954
  nChanged 1212
		SP:Iteration 4F (18637.970000 sec): 3 clusters
  Score: Raw -3052830.578798 + Penalty 4886.714457 = -3047943.864341
  nChanged 1227
		SP:Iteration 5F (18638.270000 sec): 3 clusters
  Score: Raw -3053677.841324 + Penalty 4886.714457 = -3048791.126867
  nChanged 1244
		SP:Iteration 6F (18638.560000 sec): 3 clusters
  Score: Raw -3054624.008975 + Penalty 4886.714457 = -3049737.294519
  nChanged 1130
		SP:Iteration 7F (18638.880000 sec): 3 clusters
  Score: Raw -3055487.999424 + Penalty 4886.714457 = -3050601.284967
  nChanged 909
		SP:Iteration 8Q (18639.120000 sec): 3 clusters
  Score: Raw -3056183.259801 + Penalty 4886.714457 = -3051296.545345
  nChanged 636
		SP:Iteration 9Q (18639.420000 sec): 3 clusters
  Score: Raw -3056660.113717 + Penalty 4886.714457 = -3051773.399260
  nChanged 462
		SP:Iteration 10Q (18639.720000 sec): 3 clusters
  Score: Raw -3057028.132703 + Penalty 4886.714457 = -3052141.418247
  nChanged 337
		SP:Iteration 11Q (18640.090000 sec): 3 clusters
  Score: Raw -3057317.294787 + Penalty 4886.714457 = -3052430.580331
  nChanged 223
		SP:Iteration 12Q (18640.410000 sec): 3 clusters
  Score: Raw -3057515.051528 + Penalty 4886.714457 = -3052628.337071
  nChanged 151
		SP:Iteration 13Q (18640.660000 sec): 3 clusters
  Score: Raw -3057664.255239 + Penalty 4886.714457 = -3052777.540783
  nChanged 96
		SP:Iteration 14Q (18640.950000 sec): 3 clusters
  Score: Raw -3057751.838651 + Penalty 4886.714457 = -3052865.124194
  nChanged 57
		SP:Iteration 15Q (18641.250000 sec): 3 clusters
  Score: Raw -3057798.581561 + Penalty 4886.714457 = -3052911.867105
  nChanged 33
		SP:Iteration 16Q (18641.580000 sec): 3 clusters
  Score: Raw -3057826.274647 + Penalty 4886.714457 = -3052939.560190
  nChanged 31
		SP:Iteration 17Q (18641.870000 sec): 3 clusters
  Score: Raw -3057850.587290 + Penalty 4886.714457 = -3052963.872834
  nChanged 18
		SP:Iteration 18Q (18642.140000 sec): 3 clusters
  Score: Raw -3057863.310040 + Penalty 4886.714457 = -3052976.595583
  nChanged 8
		SP:Iteration 19Q (18642.480000 sec): 3 clusters
  Score: Raw -3057870.173527 + Penalty 4886.714457 = -3052983.459071
  nChanged 6
		SP:Iteration 20F (18642.780000 sec): 3 clusters
  Score: Raw -3057875.530221 + Penalty 4886.714457 = -3052988.815764
  nChanged 4
		SP:Iteration 21Q (18643.090000 sec): 3 clusters
  Score: Raw -3057877.941275 + Penalty 4886.714457 = -3052991.226819
  nChanged 6
		SP:Iteration 22Q (18643.380000 sec): 3 clusters
  Score: Raw -3057882.984373 + Penalty 4886.714457 = -3052996.269916
  nChanged 3
		SP:Iteration 23Q (18643.600000 sec): 3 clusters
  Score: Raw -3057885.825365 + Penalty 4886.714457 = -3052999.110909
  nChanged 5
		SP:Iteration 24Q (18643.860000 sec): 3 clusters
  Score: Raw -3057888.649757 + Penalty 4886.714457 = -3053001.935300
  nChanged 4
		SP:Iteration 25Q (18644.120000 sec): 3 clusters
  Score: Raw -3057891.013428 + Penalty 4886.714457 = -3053004.298972
  nChanged 2
		SP:Iteration 26Q (18644.430000 sec): 3 clusters
  Score: Raw -3057892.480022 + Penalty 4886.714457 = -3053005.765566
  nChanged 3
		SP:Iteration 27Q (18644.650000 sec): 3 clusters
  Score: Raw -3057895.171455 + Penalty 4886.714457 = -3053008.456998
  nChanged 3
		SP:Iteration 28Q (18644.950000 sec): 3 clusters
  Score: Raw -3057897.331188 + Penalty 4886.714457 = -3053010.616731
  nChanged 4
		SP:Iteration 29Q (18645.200000 sec): 3 clusters
  Score: Raw -3057899.704005 + Penalty 4886.714457 = -3053012.989548
  nChanged 5
		SP:Iteration 30Q (18645.550000 sec): 3 clusters
  Score: Raw -3057905.337528 + Penalty 4886.714457 = -3053018.623072
  nChanged 4
		SP:Iteration 31Q (18645.820000 sec): 3 clusters
  Score: Raw -3057908.785461 + Penalty 4886.714457 = -3053022.071004
  nChanged 5
		SP:Iteration 32Q (18646.200000 sec): 3 clusters
  Score: Raw -3057913.079716 + Penalty 4886.714457 = -3053026.365259
  nChanged 6
		SP:Iteration 33Q (18646.450000 sec): 3 clusters
  Score: Raw -3057918.984037 + Penalty 4886.714457 = -3053032.269581
  nChanged 6
		SP:Iteration 34Q (18646.720000 sec): 3 clusters
  Score: Raw -3057922.944240 + Penalty 4886.714457 = -3053036.229784
  nChanged 1
		SP:Iteration 35Q (18647.000000 sec): 3 clusters
  Score: Raw -3057923.859988 + Penalty 4886.714457 = -3053037.145532
  nChanged 0
		SP:Iteration 36F (18647.290000 sec): 3 clusters
  Score: Raw -3057923.859988 + Penalty 4886.714457 = -3053037.145532
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (16109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18647.540000 sec): 2 clusters
  Score: Raw -2562371.592001 + Penalty 2402.409083 = -2559969.182917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18647.800000 sec): 3 clusters
  Score: Raw -2553201.847686 + Penalty 4804.818167 = -2548397.029520
  nChanged 6944
		SP:Iteration 1F (18648.040000 sec): 3 clusters
  Score: Raw -2556911.340462 + Penalty 4804.818167 = -2552106.522295
  nChanged 1018
		SP:Iteration 2F (18648.310000 sec): 3 clusters
  Score: Raw -2557367.249755 + Penalty 4804.818167 = -2552562.431588
  nChanged 827
		SP:Iteration 3F (18648.620000 sec): 3 clusters
  Score: Raw -2557706.094522 + Penalty 4804.818167 = -2552901.276355
  nChanged 721
		SP:Iteration 4Q (18648.920000 sec): 3 clusters
  Score: Raw -2558019.544420 + Penalty 4804.818167 = -2553214.726253
  nChanged 676
		SP:Iteration 5Q (18649.240000 sec): 3 clusters
  Score: Raw -2558323.244189 + Penalty 4804.818167 = -2553518.426022
  nChanged 662
		SP:Iteration 6Q (18649.550000 sec): 3 clusters
  Score: Raw -2558664.268588 + Penalty 4804.818167 = -2553859.450421
  nChanged 685
		SP:Iteration 7Q (18649.840000 sec): 3 clusters
  Score: Raw -2559064.541261 + Penalty 4804.818167 = -2554259.723094
  nChanged 716
		SP:Iteration 8Q (18650.160000 sec): 3 clusters
  Score: Raw -2559540.703141 + Penalty 4804.818167 = -2554735.884974
  nChanged 738
		SP:Iteration 9Q (18650.450000 sec): 3 clusters
  Score: Raw -2560111.041706 + Penalty 4804.818167 = -2555306.223539
  nChanged 736
		SP:Iteration 10Q (18650.690000 sec): 3 clusters
  Score: Raw -2560820.838163 + Penalty 4804.818167 = -2556016.019996
  nChanged 713
		SP:Iteration 11Q (18650.950000 sec): 3 clusters
  Score: Raw -2561625.403961 + Penalty 4804.818167 = -2556820.585795
  nChanged 699
		SP:Iteration 12Q (18651.280000 sec): 3 clusters
  Score: Raw -2562370.368329 + Penalty 4804.818167 = -2557565.550163
  nChanged 598
		SP:Iteration 13Q (18651.620000 sec): 3 clusters
  Score: Raw -2562777.340099 + Penalty 4804.818167 = -2557972.521932
  nChanged 443
		SP:Iteration 14Q (18651.880000 sec): 3 clusters
  Score: Raw -2562983.892332 + Penalty 4804.818167 = -2558179.074165
  nChanged 332
		SP:Iteration 15Q (18652.180000 sec): 3 clusters
  Score: Raw -2563125.015256 + Penalty 4804.818167 = -2558320.197089
  nChanged 275
		SP:Iteration 16Q (18652.480000 sec): 3 clusters
  Score: Raw -2563235.472212 + Penalty 4804.818167 = -2558430.654046
  nChanged 235
		SP:Iteration 17Q (18652.780000 sec): 3 clusters
  Score: Raw -2563316.822261 + Penalty 4804.818167 = -2558512.004094
  nChanged 205
		SP:Iteration 18Q (18653.030000 sec): 3 clusters
  Score: Raw -2563396.764645 + Penalty 4804.818167 = -2558591.946478
  nChanged 209
		SP:Iteration 19Q (18653.300000 sec): 3 clusters
  Score: Raw -2563478.298404 + Penalty 4804.818167 = -2558673.480237
  nChanged 205
		SP:Iteration 20F (18653.610000 sec): 3 clusters
  Score: Raw -2563552.752884 + Penalty 4804.818167 = -2558747.934717
  nChanged 178
		SP:Iteration 21Q (18653.940000 sec): 3 clusters
  Score: Raw -2563607.393588 + Penalty 4804.818167 = -2558802.575421
  nChanged 153
		SP:Iteration 22Q (18654.250000 sec): 3 clusters
  Score: Raw -2563653.183299 + Penalty 4804.818167 = -2558848.365132
  nChanged 135
		SP:Iteration 23Q (18654.590000 sec): 3 clusters
  Score: Raw -2563690.113374 + Penalty 4804.818167 = -2558885.295207
  nChanged 147
		SP:Iteration 24Q (18654.820000 sec): 3 clusters
  Score: Raw -2563727.094654 + Penalty 4804.818167 = -2558922.276487
  nChanged 135
		SP:Iteration 25Q (18655.110000 sec): 3 clusters
  Score: Raw -2563761.750969 + Penalty 4804.818167 = -2558956.932803
  nChanged 127
		SP:Iteration 26Q (18655.400000 sec): 3 clusters
  Score: Raw -2563795.275253 + Penalty 4804.818167 = -2558990.457086
  nChanged 132
		SP:Iteration 27Q (18655.650000 sec): 3 clusters
  Score: Raw -2563832.961647 + Penalty 4804.818167 = -2559028.143480
  nChanged 143
		SP:Iteration 28Q (18655.910000 sec): 3 clusters
  Score: Raw -2563875.047934 + Penalty 4804.818167 = -2559070.229768
  nChanged 154
		SP:Iteration 29Q (18656.210000 sec): 3 clusters
  Score: Raw -2563923.106654 + Penalty 4804.818167 = -2559118.288487
  nChanged 158
		SP:Iteration 30Q (18656.540000 sec): 3 clusters
  Score: Raw -2563969.334980 + Penalty 4804.818167 = -2559164.516813
  nChanged 141
		SP:Iteration 31Q (18656.860000 sec): 3 clusters
  Score: Raw -2564009.823111 + Penalty 4804.818167 = -2559205.004944
  nChanged 138
		SP:Iteration 32Q (18657.130000 sec): 3 clusters
  Score: Raw -2564048.604824 + Penalty 4804.818167 = -2559243.786657
  nChanged 135
		SP:Iteration 33Q (18657.390000 sec): 3 clusters
  Score: Raw -2564086.133444 + Penalty 4804.818167 = -2559281.315277
  nChanged 137
		SP:Iteration 34Q (18657.720000 sec): 3 clusters
  Score: Raw -2564124.537756 + Penalty 4804.818167 = -2559319.719589
  nChanged 140
		SP:Iteration 35Q (18658.030000 sec): 3 clusters
  Score: Raw -2564171.789267 + Penalty 4804.818167 = -2559366.971100
  nChanged 157
		SP:Iteration 36Q (18658.370000 sec): 3 clusters
  Score: Raw -2564228.321770 + Penalty 4804.818167 = -2559423.503603
  nChanged 160
		SP:Iteration 37Q (18658.620000 sec): 3 clusters
  Score: Raw -2564296.703387 + Penalty 4804.818167 = -2559491.885220
  nChanged 167
		SP:Iteration 38Q (18658.900000 sec): 3 clusters
  Score: Raw -2564375.654646 + Penalty 4804.818167 = -2559570.836479
  nChanged 167
		SP:Iteration 39Q (18659.150000 sec): 3 clusters
  Score: Raw -2564472.340692 + Penalty 4804.818167 = -2559667.522526
  nChanged 183
		SP:Iteration 40F (18659.540000 sec): 3 clusters
  Score: Raw -2564592.972324 + Penalty 4804.818167 = -2559788.154158
  nChanged 211
		SP:Iteration 41Q (18659.820000 sec): 3 clusters
  Score: Raw -2564741.809323 + Penalty 4804.818167 = -2559936.991157
  nChanged 213
		SP:Iteration 42Q (18660.140000 sec): 3 clusters
  Score: Raw -2564903.290994 + Penalty 4804.818167 = -2560098.472827
  nChanged 199
		SP:Iteration 43Q (18660.440000 sec): 3 clusters
  Score: Raw -2565061.588725 + Penalty 4804.818167 = -2560256.770558
  nChanged 171
		SP:Iteration 44Q (18660.730000 sec): 3 clusters
  Score: Raw -2565166.049043 + Penalty 4804.818167 = -2560361.230876
  nChanged 108
		SP:Iteration 45Q (18661.010000 sec): 3 clusters
  Score: Raw -2565215.609007 + Penalty 4804.818167 = -2560410.790840
  nChanged 76
		SP:Iteration 46Q (18661.250000 sec): 3 clusters
  Score: Raw -2565239.847830 + Penalty 4804.818167 = -2560435.029663
  nChanged 50
		SP:Iteration 47Q (18661.570000 sec): 3 clusters
  Score: Raw -2565251.746712 + Penalty 4804.818167 = -2560446.928545
  nChanged 36
		SP:Iteration 48Q (18661.850000 sec): 3 clusters
  Score: Raw -2565258.391320 + Penalty 4804.818167 = -2560453.573153
  nChanged 27
		SP:Iteration 49Q (18662.110000 sec): 3 clusters
  Score: Raw -2565262.476913 + Penalty 4804.818167 = -2560457.658746
  nChanged 15
		SP:Iteration 50Q (18662.370000 sec): 3 clusters
  Score: Raw -2565264.256545 + Penalty 4804.818167 = -2560459.438378
  nChanged 6
		SP:Iteration 51Q (18662.610000 sec): 3 clusters
  Score: Raw -2565264.835258 + Penalty 4804.818167 = -2560460.017092
  nChanged 4
		SP:Iteration 52Q (18662.920000 sec): 3 clusters
  Score: Raw -2565265.267109 + Penalty 4804.818167 = -2560460.448942
  nChanged 4
		SP:Iteration 53Q (18663.080000 sec): 3 clusters
  Score: Raw -2565265.540850 + Penalty 4804.818167 = -2560460.722683
  nChanged 0
		SP:Iteration 54F (18663.410000 sec): 3 clusters
  Score: Raw -2565265.540850 + Penalty 4804.818167 = -2560460.722683
  nChanged 0

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

 Trying to split cluster 54 (385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18663.530000 sec): 2 clusters
  Score: Raw -44989.395873 + Penalty 1476.404347 = -43512.991526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18663.650000 sec): 3 clusters
  Score: Raw -45348.208876 + Penalty 2952.808694 = -42395.400183
  nChanged 99
		SP:Iteration 1F (18663.800000 sec): 3 clusters
  Score: Raw -45717.304962 + Penalty 2952.808694 = -42764.496269
  nChanged 28
		SP:Iteration 2F (18664.010000 sec): 3 clusters
  Score: Raw -45811.143826 + Penalty 2952.808694 = -42858.335132
  nChanged 25
		SP:Iteration 3F (18664.150000 sec): 3 clusters
  Score: Raw -45979.726281 + Penalty 2952.808694 = -43026.917587
  nChanged 30
		SP:Iteration 4F (18664.270000 sec): 3 clusters
  Score: Raw -46116.466163 + Penalty 2952.808694 = -43163.657469
  nChanged 21
		SP:Iteration 5F (18664.370000 sec): 3 clusters
  Score: Raw -46238.807101 + Penalty 2952.808694 = -43285.998407
  nChanged 14
		SP:Iteration 6Q (18664.510000 sec): 3 clusters
  Score: Raw -46556.774004 + Penalty 2952.808694 = -43603.965310
  nChanged 11
		SP:Iteration 7Q (18664.650000 sec): 3 clusters
  Score: Raw -46658.839296 + Penalty 2952.808694 = -43706.030603
  nChanged 6
		SP:Iteration 8Q (18664.790000 sec): 3 clusters
  Score: Raw -46688.731321 + Penalty 2952.808694 = -43735.922627
  nChanged 2
		SP:Iteration 9Q (18664.970000 sec): 3 clusters
  Score: Raw -46702.883248 + Penalty 2952.808694 = -43750.074554
  nChanged 2
		SP:Iteration 10Q (18665.100000 sec): 3 clusters
  Score: Raw -46713.645277 + Penalty 2952.808694 = -43760.836583
  nChanged 1
		SP:Iteration 11Q (18665.230000 sec): 3 clusters
  Score: Raw -46719.755357 + Penalty 2952.808694 = -43766.946663
  nChanged 0
		SP:Iteration 12F (18665.370000 sec): 3 clusters
  Score: Raw -46725.290121 + Penalty 2952.808694 = -43772.481427
  nChanged 1
		SP:Iteration 13Q (18665.500000 sec): 3 clusters
  Score: Raw -46738.936792 + Penalty 2952.808694 = -43786.128099
  nChanged 1
		SP:Iteration 14Q (18665.630000 sec): 3 clusters
  Score: Raw -46757.183416 + Penalty 2952.808694 = -43804.374722
  nChanged 1
		SP:Iteration 15Q (18665.770000 sec): 3 clusters
  Score: Raw -46762.249389 + Penalty 2952.808694 = -43809.440695
  nChanged 0
		SP:Iteration 16F (18665.900000 sec): 3 clusters
  Score: Raw -46762.249389 + Penalty 2952.808694 = -43809.440695
  nChanged 0

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

 Trying to split cluster 55 (11477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18666.090000 sec): 2 clusters
  Score: Raw -1777337.878733 + Penalty 2318.328877 = -1775019.549856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18666.270000 sec): 3 clusters
  Score: Raw -1771039.436719 + Penalty 4636.657755 = -1766402.778964
  nChanged 4832
		SP:Iteration 1F (18666.440000 sec): 3 clusters
  Score: Raw -1773795.534001 + Penalty 4636.657755 = -1769158.876247
  nChanged 882
		SP:Iteration 2F (18666.670000 sec): 3 clusters
  Score: Raw -1774388.337584 + Penalty 4636.657755 = -1769751.679830
  nChanged 831
		SP:Iteration 3F (18666.900000 sec): 3 clusters
  Score: Raw -1774984.075200 + Penalty 4636.657755 = -1770347.417445
  nChanged 796
		SP:Iteration 4F (18667.130000 sec): 3 clusters
  Score: Raw -1775552.707158 + Penalty 4636.657755 = -1770916.049403
  nChanged 730
		SP:Iteration 5F (18667.360000 sec): 3 clusters
  Score: Raw -1776058.729558 + Penalty 4636.657755 = -1771422.071803
  nChanged 623
		SP:Iteration 6F (18667.580000 sec): 3 clusters
  Score: Raw -1776441.706037 + Penalty 4636.657755 = -1771805.048283
  nChanged 462
		SP:Iteration 7Q (18667.840000 sec): 3 clusters
  Score: Raw -1776701.829652 + Penalty 4636.657755 = -1772065.171898
  nChanged 405
		SP:Iteration 8Q (18668.070000 sec): 3 clusters
  Score: Raw -1776919.606221 + Penalty 4636.657755 = -1772282.948467
  nChanged 327
		SP:Iteration 9Q (18668.350000 sec): 3 clusters
  Score: Raw -1777096.194291 + Penalty 4636.657755 = -1772459.536536
  nChanged 295
		SP:Iteration 10Q (18668.550000 sec): 3 clusters
  Score: Raw -1777245.317949 + Penalty 4636.657755 = -1772608.660195
  nChanged 234
		SP:Iteration 11Q (18668.780000 sec): 3 clusters
  Score: Raw -1777352.443644 + Penalty 4636.657755 = -1772715.785890
  nChanged 182
		SP:Iteration 12Q (18669.010000 sec): 3 clusters
  Score: Raw -1777429.084954 + Penalty 4636.657755 = -1772792.427200
  nChanged 155
		SP:Iteration 13Q (18669.270000 sec): 3 clusters
  Score: Raw -1777491.351023 + Penalty 4636.657755 = -1772854.693269
  nChanged 154
		SP:Iteration 14Q (18669.600000 sec): 3 clusters
  Score: Raw -1777557.670422 + Penalty 4636.657755 = -1772921.012667
  nChanged 152
		SP:Iteration 15Q (18669.880000 sec): 3 clusters
  Score: Raw -1777623.730989 + Penalty 4636.657755 = -1772987.073234
  nChanged 126
		SP:Iteration 16Q (18670.110000 sec): 3 clusters
  Score: Raw -1777674.665374 + Penalty 4636.657755 = -1773038.007619
  nChanged 114
		SP:Iteration 17Q (18670.400000 sec): 3 clusters
  Score: Raw -1777721.961727 + Penalty 4636.657755 = -1773085.303972
  nChanged 105
		SP:Iteration 18Q (18670.710000 sec): 3 clusters
  Score: Raw -1777764.921854 + Penalty 4636.657755 = -1773128.264099
  nChanged 90
		SP:Iteration 19Q (18671.010000 sec): 3 clusters
  Score: Raw -1777802.933486 + Penalty 4636.657755 = -1773166.275732
  nChanged 90
		SP:Iteration 20F (18671.360000 sec): 3 clusters
  Score: Raw -1777838.658626 + Penalty 4636.657755 = -1773202.000871
  nChanged 73
		SP:Iteration 21Q (18671.650000 sec): 3 clusters
  Score: Raw -1777871.291897 + Penalty 4636.657755 = -1773234.634143
  nChanged 66
		SP:Iteration 22Q (18671.860000 sec): 3 clusters
  Score: Raw -1777898.166325 + Penalty 4636.657755 = -1773261.508570
  nChanged 61
		SP:Iteration 23Q (18672.110000 sec): 3 clusters
  Score: Raw -1777920.112620 + Penalty 4636.657755 = -1773283.454865
  nChanged 53
		SP:Iteration 24Q (18672.420000 sec): 3 clusters
  Score: Raw -1777944.663795 + Penalty 4636.657755 = -1773308.006040
  nChanged 51
		SP:Iteration 25Q (18672.700000 sec): 3 clusters
  Score: Raw -1777964.261924 + Penalty 4636.657755 = -1773327.604169
  nChanged 45
		SP:Iteration 26Q (18672.960000 sec): 3 clusters
  Score: Raw -1777981.405791 + Penalty 4636.657755 = -1773344.748036
  nChanged 44
		SP:Iteration 27Q (18673.180000 sec): 3 clusters
  Score: Raw -1777996.528587 + Penalty 4636.657755 = -1773359.870832
  nChanged 34
		SP:Iteration 28Q (18673.440000 sec): 3 clusters
  Score: Raw -1778010.369874 + Penalty 4636.657755 = -1773373.712119
  nChanged 24
		SP:Iteration 29Q (18673.680000 sec): 3 clusters
  Score: Raw -1778017.925632 + Penalty 4636.657755 = -1773381.267878
  nChanged 15
		SP:Iteration 30Q (18673.940000 sec): 3 clusters
  Score: Raw -1778021.718520 + Penalty 4636.657755 = -1773385.060765
  nChanged 13
		SP:Iteration 31Q (18674.240000 sec): 3 clusters
  Score: Raw -1778025.750035 + Penalty 4636.657755 = -1773389.092280
  nChanged 11
		SP:Iteration 32Q (18674.460000 sec): 3 clusters
  Score: Raw -1778029.210440 + Penalty 4636.657755 = -1773392.552685
  nChanged 12
		SP:Iteration 33Q (18674.600000 sec): 3 clusters
  Score: Raw -1778032.951627 + Penalty 4636.657755 = -1773396.293873
  nChanged 14
		SP:Iteration 34Q (18674.870000 sec): 3 clusters
  Score: Raw -1778037.850421 + Penalty 4636.657755 = -1773401.192666
  nChanged 12
		SP:Iteration 35Q (18675.090000 sec): 3 clusters
  Score: Raw -1778041.437575 + Penalty 4636.657755 = -1773404.779820
  nChanged 8
		SP:Iteration 36Q (18675.270000 sec): 3 clusters
  Score: Raw -1778044.775518 + Penalty 4636.657755 = -1773408.117764
  nChanged 10
		SP:Iteration 37Q (18675.440000 sec): 3 clusters
  Score: Raw -1778047.863160 + Penalty 4636.657755 = -1773411.205405
  nChanged 5
		SP:Iteration 38Q (18675.600000 sec): 3 clusters
  Score: Raw -1778048.808013 + Penalty 4636.657755 = -1773412.150258
  nChanged 4
		SP:Iteration 39Q (18675.780000 sec): 3 clusters
  Score: Raw -1778049.798671 + Penalty 4636.657755 = -1773413.140917
  nChanged 5
		SP:Iteration 40F (18676.000000 sec): 3 clusters
  Score: Raw -1778051.664762 + Penalty 4636.657755 = -1773415.007007
  nChanged 3
		SP:Iteration 41Q (18676.120000 sec): 3 clusters
  Score: Raw -1778052.538372 + Penalty 4636.657755 = -1773415.880618
  nChanged 5
		SP:Iteration 42Q (18676.340000 sec): 3 clusters
  Score: Raw -1778053.861370 + Penalty 4636.657755 = -1773417.203616
  nChanged 2
		SP:Iteration 43Q (18676.460000 sec): 3 clusters
  Score: Raw -1778054.237855 + Penalty 4636.657755 = -1773417.580101
  nChanged 0
		SP:Iteration 44F (18676.760000 sec): 3 clusters
  Score: Raw -1778054.237855 + Penalty 4636.657755 = -1773417.580101
  nChanged 0
Iteration 99Q (18910.880000 sec): 69 clusters
  Score: Raw -289123384.620464 + Penalty 243563.369309 = -288879821.251154
  nChanged 21688
Iteration 100F (19301.660000 sec): 69 clusters
  Score: Raw -289134749.655158 + Penalty 243563.369309 = -288891186.285849
  nChanged 18888
Iteration 101Q (19539.960000 sec): 69 clusters
  Score: Raw -289140518.157910 + Penalty 243563.369309 = -288896954.788600
  nChanged 12365
Iteration 102Q (19815.150000 sec): 69 clusters
  Score: Raw -289143667.900861 + Penalty 243563.369309 = -288900104.531551
  nChanged 9980
Iteration 103Q (20056.130000 sec): 69 clusters
  Score: Raw -289145732.509073 + Penalty 243563.369309 = -288902169.139764
  nChanged 8403
Iteration 104Q (20281.640000 sec): 69 clusters
  Score: Raw -289147197.364617 + Penalty 243563.369309 = -288903633.995308
  nChanged 7272
Iteration 105Q (20514.910000 sec): 69 clusters
  Score: Raw -289148306.323682 + Penalty 243563.369309 = -288904742.954373
  nChanged 6471
Iteration 106Q (20739.940000 sec): 69 clusters
  Score: Raw -289149248.053878 + Penalty 243563.369309 = -288905684.684569
  nChanged 5886
Iteration 107Q (20950.630000 sec): 69 clusters
  Score: Raw -289150136.879769 + Penalty 243563.369309 = -288906573.510460
  nChanged 5603
Iteration 108Q (21144.650000 sec): 69 clusters
  Score: Raw -289151016.966896 + Penalty 243563.369309 = -288907453.597587
  nChanged 5395
Iteration 109Q (21342.040000 sec): 69 clusters
  Score: Raw -289151837.853740 + Penalty 243563.369309 = -288908274.484431
  nChanged 5258
Iteration 110Q (21545.210000 sec): 69 clusters
  Score: Raw -289152584.275146 + Penalty 243563.369309 = -288909020.905836
  nChanged 4980
Iteration 111Q (21753.730000 sec): 69 clusters
  Score: Raw -289153268.396822 + Penalty 243563.369309 = -288909705.027513
  nChanged 4890
Iteration 112Q (21958.950000 sec): 69 clusters
  Score: Raw -289153898.517752 + Penalty 243563.369309 = -288910335.148442
  nChanged 4676
Iteration 113Q (22170.250000 sec): 69 clusters
  Score: Raw -289154456.761709 + Penalty 243563.369309 = -288910893.392399
  nChanged 4585
Iteration 114Q (22377.060000 sec): 69 clusters
  Score: Raw -289154966.192405 + Penalty 243563.369309 = -288911402.823096
  nChanged 4383
Iteration 115Q (22587.040000 sec): 69 clusters
  Score: Raw -289155421.119147 + Penalty 243563.369309 = -288911857.749838
  nChanged 4145
Iteration 116Q (22794.440000 sec): 69 clusters
  Score: Raw -289155801.959252 + Penalty 243563.369309 = -288912238.589943
  nChanged 3981
Iteration 117Q (23003.520000 sec): 69 clusters
  Score: Raw -289156151.586988 + Penalty 243563.369309 = -288912588.217679
  nChanged 3732
Iteration 118Q (23210.380000 sec): 69 clusters
  Score: Raw -289156456.364200 + Penalty 243563.369309 = -288912892.994890
  nChanged 3534
Iteration 119Q (23419.060000 sec): 69 clusters
  Score: Raw -289156748.839907 + Penalty 243563.369309 = -288913185.470597
  nChanged 3456
Iteration 120F (23762.460000 sec): 69 clusters
  Score: Raw -289157392.738770 + Penalty 243563.369309 = -288913829.369460
  nChanged 3766
Iteration 121Q (23960.060000 sec): 69 clusters
  Score: Raw -289157869.245632 + Penalty 243563.369309 = -288914305.876323
  nChanged 3838
Iteration 122Q (24160.830000 sec): 69 clusters
  Score: Raw -289158235.736198 + Penalty 243563.369309 = -288914672.366889
  nChanged 3853
Iteration 123Q (24347.890000 sec): 69 clusters
  Score: Raw -289158589.479081 + Penalty 243563.369309 = -288915026.109772
  nChanged 3747
Iteration 124Q (24537.240000 sec): 69 clusters
  Score: Raw -289158939.430316 + Penalty 243563.369309 = -288915376.061007
  nChanged 3539
Iteration 125Q (24734.360000 sec): 69 clusters
  Score: Raw -289159227.654239 + Penalty 243563.369309 = -288915664.284930
  nChanged 3268
Iteration 126Q (24939.830000 sec): 69 clusters
  Score: Raw -289159478.795868 + Penalty 243563.369309 = -288915915.426559
  nChanged 3110
Iteration 127Q (25143.160000 sec): 69 clusters
  Score: Raw -289159727.251883 + Penalty 243563.369309 = -288916163.882574
  nChanged 3129
Iteration 128Q (25349.470000 sec): 69 clusters
  Score: Raw -289159977.663906 + Penalty 243563.369309 = -288916414.294597
  nChanged 3032
Iteration 129Q (25552.250000 sec): 69 clusters
  Score: Raw -289160202.113318 + Penalty 243563.369309 = -288916638.744008
  nChanged 2961
Iteration 130Q (25746.700000 sec): 69 clusters
  Score: Raw -289160402.650972 + Penalty 243563.369309 = -288916839.281663
  nChanged 2897
Iteration 131Q (25953.170000 sec): 69 clusters
  Score: Raw -289160583.829424 + Penalty 243563.369309 = -288917020.460115
  nChanged 2793
Iteration 132Q (26158.900000 sec): 69 clusters
  Score: Raw -289160744.507052 + Penalty 243563.369309 = -288917181.137743
  nChanged 2678
Iteration 133Q (26368.310000 sec): 69 clusters
  Score: Raw -289160898.498691 + Penalty 243563.369309 = -288917335.129381
  nChanged 2638
Iteration 134Q (26576.510000 sec): 69 clusters
  Score: Raw -289161045.601463 + Penalty 243563.369309 = -288917482.232154
  nChanged 2566
Iteration 135Q (26787.430000 sec): 69 clusters
  Score: Raw -289161181.834592 + Penalty 243563.369309 = -288917618.465283
  nChanged 2459
Iteration 136Q (26996.320000 sec): 69 clusters
  Score: Raw -289161314.793453 + Penalty 243563.369309 = -288917751.424144
  nChanged 2424
Iteration 137Q (27207.970000 sec): 69 clusters
  Score: Raw -289161440.904466 + Penalty 243563.369309 = -288917877.535157
  nChanged 2374
Iteration 138Q (27416.640000 sec): 69 clusters
  Score: Raw -289161559.141951 + Penalty 243563.369309 = -288917995.772641
  nChanged 2262
Writing temp clu file 
Because OldScore, -288917877.535157, is greater than current (better) Score,-288917995.772641 
 Compute initial score before splitting:   Score: Raw -289161559.141951 + Penalty 243563.369309 = -288917995.772641
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (5203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27417.900000 sec): 2 clusters
  Score: Raw -825557.530737 + Penalty 2122.133684 = -823435.397053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27418.120000 sec): 3 clusters
  Score: Raw -823054.656900 + Penalty 4244.267368 = -818810.389532
  nChanged 2054
		SP:Iteration 1F (27418.330000 sec): 3 clusters
  Score: Raw -824204.041499 + Penalty 4244.267368 = -819959.774131
  nChanged 391
		SP:Iteration 2F (27418.490000 sec): 3 clusters
  Score: Raw -824471.029559 + Penalty 4244.267368 = -820226.762191
  nChanged 294
		SP:Iteration 3F (27418.740000 sec): 3 clusters
  Score: Raw -824651.614692 + Penalty 4244.267368 = -820407.347324
  nChanged 236
		SP:Iteration 4Q (27418.990000 sec): 3 clusters
  Score: Raw -824798.970952 + Penalty 4244.267368 = -820554.703584
  nChanged 197
		SP:Iteration 5Q (27419.190000 sec): 3 clusters
  Score: Raw -824930.621961 + Penalty 4244.267368 = -820686.354593
  nChanged 191
		SP:Iteration 6Q (27419.370000 sec): 3 clusters
  Score: Raw -825038.999657 + Penalty 4244.267368 = -820794.732289
  nChanged 165
		SP:Iteration 7Q (27419.590000 sec): 3 clusters
  Score: Raw -825135.486567 + Penalty 4244.267368 = -820891.219199
  nChanged 138
		SP:Iteration 8Q (27419.810000 sec): 3 clusters
  Score: Raw -825212.260739 + Penalty 4244.267368 = -820967.993371
  nChanged 125
		SP:Iteration 9Q (27420.000000 sec): 3 clusters
  Score: Raw -825268.328454 + Penalty 4244.267368 = -821024.061086
  nChanged 95
		SP:Iteration 10Q (27420.240000 sec): 3 clusters
  Score: Raw -825313.561777 + Penalty 4244.267368 = -821069.294409
  nChanged 81
		SP:Iteration 11Q (27420.450000 sec): 3 clusters
  Score: Raw -825351.838360 + Penalty 4244.267368 = -821107.570992
  nChanged 71
		SP:Iteration 12Q (27420.680000 sec): 3 clusters
  Score: Raw -825384.820439 + Penalty 4244.267368 = -821140.553071
  nChanged 59
		SP:Iteration 13Q (27420.900000 sec): 3 clusters
  Score: Raw -825406.864094 + Penalty 4244.267368 = -821162.596726
  nChanged 43
		SP:Iteration 14Q (27421.110000 sec): 3 clusters
  Score: Raw -825421.985703 + Penalty 4244.267368 = -821177.718335
  nChanged 42
		SP:Iteration 15Q (27421.290000 sec): 3 clusters
  Score: Raw -825439.970591 + Penalty 4244.267368 = -821195.703223
  nChanged 48
		SP:Iteration 16Q (27421.500000 sec): 3 clusters
  Score: Raw -825461.510054 + Penalty 4244.267368 = -821217.242686
  nChanged 47
		SP:Iteration 17Q (27421.770000 sec): 3 clusters
  Score: Raw -825486.673866 + Penalty 4244.267368 = -821242.406498
  nChanged 47
		SP:Iteration 18Q (27422.010000 sec): 3 clusters
  Score: Raw -825508.599664 + Penalty 4244.267368 = -821264.332296
  nChanged 52
		SP:Iteration 19Q (27422.220000 sec): 3 clusters
  Score: Raw -825532.819466 + Penalty 4244.267368 = -821288.552098
  nChanged 45
		SP:Iteration 20F (27422.420000 sec): 3 clusters
  Score: Raw -825557.811209 + Penalty 4244.267368 = -821313.543841
  nChanged 41
		SP:Iteration 21Q (27422.700000 sec): 3 clusters
  Score: Raw -825582.184144 + Penalty 4244.267368 = -821337.916776
  nChanged 37
		SP:Iteration 22Q (27422.920000 sec): 3 clusters
  Score: Raw -825601.276183 + Penalty 4244.267368 = -821357.008815
  nChanged 35
		SP:Iteration 23Q (27423.150000 sec): 3 clusters
  Score: Raw -825620.480028 + Penalty 4244.267368 = -821376.212660
  nChanged 39
		SP:Iteration 24Q (27423.390000 sec): 3 clusters
  Score: Raw -825642.900827 + Penalty 4244.267368 = -821398.633459
  nChanged 35
		SP:Iteration 25Q (27423.590000 sec): 3 clusters
  Score: Raw -825662.250092 + Penalty 4244.267368 = -821417.982724
  nChanged 31
		SP:Iteration 26Q (27423.860000 sec): 3 clusters
  Score: Raw -825674.940425 + Penalty 4244.267368 = -821430.673057
  nChanged 27
		SP:Iteration 27Q (27424.110000 sec): 3 clusters
  Score: Raw -825687.011117 + Penalty 4244.267368 = -821442.743749
  nChanged 23
		SP:Iteration 28Q (27424.270000 sec): 3 clusters
  Score: Raw -825698.184449 + Penalty 4244.267368 = -821453.917081
  nChanged 20
		SP:Iteration 29Q (27424.490000 sec): 3 clusters
  Score: Raw -825706.027859 + Penalty 4244.267368 = -821461.760491
  nChanged 9
		SP:Iteration 30Q (27424.670000 sec): 3 clusters
  Score: Raw -825710.357561 + Penalty 4244.267368 = -821466.090193
  nChanged 19
		SP:Iteration 31Q (27424.830000 sec): 3 clusters
  Score: Raw -825720.167098 + Penalty 4244.267368 = -821475.899730
  nChanged 23
		SP:Iteration 32Q (27425.020000 sec): 3 clusters
  Score: Raw -825731.754508 + Penalty 4244.267368 = -821487.487140
  nChanged 23
		SP:Iteration 33Q (27425.150000 sec): 3 clusters
  Score: Raw -825745.221371 + Penalty 4244.267368 = -821500.954003
  nChanged 26
		SP:Iteration 34Q (27425.340000 sec): 3 clusters
  Score: Raw -825756.996589 + Penalty 4244.267368 = -821512.729221
  nChanged 18
		SP:Iteration 35Q (27425.510000 sec): 3 clusters
  Score: Raw -825765.040998 + Penalty 4244.267368 = -821520.773630
  nChanged 18
		SP:Iteration 36Q (27425.700000 sec): 3 clusters
  Score: Raw -825775.550389 + Penalty 4244.267368 = -821531.283021
  nChanged 22
		SP:Iteration 37Q (27425.860000 sec): 3 clusters
  Score: Raw -825789.917145 + Penalty 4244.267368 = -821545.649777
  nChanged 17
		SP:Iteration 38Q (27426.050000 sec): 3 clusters
  Score: Raw -825798.968360 + Penalty 4244.267368 = -821554.700992
  nChanged 17
		SP:Iteration 39Q (27426.260000 sec): 3 clusters
  Score: Raw -825808.044281 + Penalty 4244.267368 = -821563.776913
  nChanged 17
		SP:Iteration 40F (27426.480000 sec): 3 clusters
  Score: Raw -825818.565439 + Penalty 4244.267368 = -821574.298071
  nChanged 17
		SP:Iteration 41Q (27426.670000 sec): 3 clusters
  Score: Raw -825827.717563 + Penalty 4244.267368 = -821583.450195
  nChanged 11
		SP:Iteration 42Q (27426.870000 sec): 3 clusters
  Score: Raw -825832.345149 + Penalty 4244.267368 = -821588.077781
  nChanged 10
		SP:Iteration 43Q (27427.090000 sec): 3 clusters
  Score: Raw -825836.650355 + Penalty 4244.267368 = -821592.382987
  nChanged 11
		SP:Iteration 44Q (27427.260000 sec): 3 clusters
  Score: Raw -825842.119123 + Penalty 4244.267368 = -821597.851755
  nChanged 19
		SP:Iteration 45Q (27427.410000 sec): 3 clusters
  Score: Raw -825851.869612 + Penalty 4244.267368 = -821607.602244
  nChanged 21
		SP:Iteration 46Q (27427.610000 sec): 3 clusters
  Score: Raw -825867.076515 + Penalty 4244.267368 = -821622.809147
  nChanged 20
		SP:Iteration 47Q (27427.790000 sec): 3 clusters
  Score: Raw -825881.278564 + Penalty 4244.267368 = -821637.011196
  nChanged 24
		SP:Iteration 48Q (27427.980000 sec): 3 clusters
  Score: Raw -825904.181929 + Penalty 4244.267368 = -821659.914561
  nChanged 33
		SP:Iteration 49Q (27428.160000 sec): 3 clusters
  Score: Raw -825928.758353 + Penalty 4244.267368 = -821684.490985
  nChanged 25
		SP:Iteration 50Q (27428.340000 sec): 3 clusters
  Score: Raw -825944.682100 + Penalty 4244.267368 = -821700.414732
  nChanged 20
		SP:Iteration 51Q (27428.480000 sec): 3 clusters
  Score: Raw -825955.340566 + Penalty 4244.267368 = -821711.073198
  nChanged 14
		SP:Iteration 52Q (27428.700000 sec): 3 clusters
  Score: Raw -825966.179002 + Penalty 4244.267368 = -821721.911634
  nChanged 15
		SP:Iteration 53Q (27428.870000 sec): 3 clusters
  Score: Raw -825974.631429 + Penalty 4244.267368 = -821730.364061
  nChanged 12
		SP:Iteration 54Q (27429.070000 sec): 3 clusters
  Score: Raw -825982.574361 + Penalty 4244.267368 = -821738.306993
  nChanged 8
		SP:Iteration 55Q (27429.270000 sec): 3 clusters
  Score: Raw -825988.408239 + Penalty 4244.267368 = -821744.140871
  nChanged 9
		SP:Iteration 56Q (27429.430000 sec): 3 clusters
  Score: Raw -825995.950540 + Penalty 4244.267368 = -821751.683172
  nChanged 13
		SP:Iteration 57Q (27429.580000 sec): 3 clusters
  Score: Raw -826003.085817 + Penalty 4244.267368 = -821758.818449
  nChanged 9
		SP:Iteration 58Q (27429.730000 sec): 3 clusters
  Score: Raw -826009.485058 + Penalty 4244.267368 = -821765.217690
  nChanged 7
		SP:Iteration 59Q (27429.910000 sec): 3 clusters
  Score: Raw -826012.875278 + Penalty 4244.267368 = -821768.607910
  nChanged 3
		SP:Iteration 60F (27430.080000 sec): 3 clusters
  Score: Raw -826014.719986 + Penalty 4244.267368 = -821770.452618
  nChanged 8
		SP:Iteration 61Q (27430.270000 sec): 3 clusters
  Score: Raw -826019.857737 + Penalty 4244.267368 = -821775.590369
  nChanged 10
		SP:Iteration 62Q (27430.430000 sec): 3 clusters
  Score: Raw -826024.456305 + Penalty 4244.267368 = -821780.188937
  nChanged 7
		SP:Iteration 63Q (27430.560000 sec): 3 clusters
  Score: Raw -826028.256128 + Penalty 4244.267368 = -821783.988760
  nChanged 5
		SP:Iteration 64Q (27430.770000 sec): 3 clusters
  Score: Raw -826030.607739 + Penalty 4244.267368 = -821786.340371
  nChanged 6
		SP:Iteration 65Q (27430.950000 sec): 3 clusters
  Score: Raw -826034.259237 + Penalty 4244.267368 = -821789.991869
  nChanged 10
		SP:Iteration 66Q (27431.150000 sec): 3 clusters
  Score: Raw -826040.449845 + Penalty 4244.267368 = -821796.182477
  nChanged 7
		SP:Iteration 67Q (27431.330000 sec): 3 clusters
  Score: Raw -826043.693476 + Penalty 4244.267368 = -821799.426108
  nChanged 6
		SP:Iteration 68Q (27431.510000 sec): 3 clusters
  Score: Raw -826048.197291 + Penalty 4244.267368 = -821803.929923
  nChanged 7
		SP:Iteration 69Q (27431.660000 sec): 3 clusters
  Score: Raw -826054.592486 + Penalty 4244.267368 = -821810.325118
  nChanged 11
		SP:Iteration 70Q (27431.850000 sec): 3 clusters
  Score: Raw -826062.896028 + Penalty 4244.267368 = -821818.628660
  nChanged 14
		SP:Iteration 71Q (27432.000000 sec): 3 clusters
  Score: Raw -826071.302519 + Penalty 4244.267368 = -821827.035151
  nChanged 7
		SP:Iteration 72Q (27432.220000 sec): 3 clusters
  Score: Raw -826073.895180 + Penalty 4244.267368 = -821829.627812
  nChanged 2
		SP:Iteration 73Q (27432.410000 sec): 3 clusters
  Score: Raw -826074.797997 + Penalty 4244.267368 = -821830.530629
  nChanged 3
		SP:Iteration 74Q (27432.570000 sec): 3 clusters
  Score: Raw -826076.679150 + Penalty 4244.267368 = -821832.411782
  nChanged 2
		SP:Iteration 75Q (27432.790000 sec): 3 clusters
  Score: Raw -826077.346795 + Penalty 4244.267368 = -821833.079427
  nChanged 4
		SP:Iteration 76Q (27432.930000 sec): 3 clusters
  Score: Raw -826080.389318 + Penalty 4244.267368 = -821836.121950
  nChanged 4
		SP:Iteration 77Q (27433.140000 sec): 3 clusters
  Score: Raw -826084.202266 + Penalty 4244.267368 = -821839.934898
  nChanged 4
		SP:Iteration 78Q (27433.270000 sec): 3 clusters
  Score: Raw -826086.959168 + Penalty 4244.267368 = -821842.691800
  nChanged 5
		SP:Iteration 79Q (27433.430000 sec): 3 clusters
  Score: Raw -826089.433638 + Penalty 4244.267368 = -821845.166270
  nChanged 7
		SP:Iteration 80F (27433.640000 sec): 3 clusters
  Score: Raw -826096.320132 + Penalty 4244.267368 = -821852.052764
  nChanged 8
		SP:Iteration 81Q (27433.810000 sec): 3 clusters
  Score: Raw -826100.778186 + Penalty 4244.267368 = -821856.510818
  nChanged 4
		SP:Iteration 82Q (27433.960000 sec): 3 clusters
  Score: Raw -826101.904492 + Penalty 4244.267368 = -821857.637124
  nChanged 2
		SP:Iteration 83Q (27434.170000 sec): 3 clusters
  Score: Raw -826102.988849 + Penalty 4244.267368 = -821858.721481
  nChanged 2
		SP:Iteration 84Q (27434.290000 sec): 3 clusters
  Score: Raw -826103.964615 + Penalty 4244.267368 = -821859.697247
  nChanged 3
		SP:Iteration 85Q (27434.500000 sec): 3 clusters
  Score: Raw -826106.734087 + Penalty 4244.267368 = -821862.466719
  nChanged 5
		SP:Iteration 86Q (27434.680000 sec): 3 clusters
  Score: Raw -826110.283210 + Penalty 4244.267368 = -821866.015842
  nChanged 3
		SP:Iteration 87Q (27434.870000 sec): 3 clusters
  Score: Raw -826111.597102 + Penalty 4244.267368 = -821867.329734
  nChanged 1
		SP:Iteration 88Q (27435.000000 sec): 3 clusters
  Score: Raw -826111.800213 + Penalty 4244.267368 = -821867.532845
  nChanged 1
		SP:Iteration 89Q (27435.210000 sec): 3 clusters
  Score: Raw -826112.491261 + Penalty 4244.267368 = -821868.223893
  nChanged 2
		SP:Iteration 90Q (27435.350000 sec): 3 clusters
  Score: Raw -826113.617372 + Penalty 4244.267368 = -821869.350004
  nChanged 2
		SP:Iteration 91Q (27435.570000 sec): 3 clusters
  Score: Raw -826115.024952 + Penalty 4244.267368 = -821870.757584
  nChanged 2
		SP:Iteration 92Q (27435.770000 sec): 3 clusters
  Score: Raw -826115.678024 + Penalty 4244.267368 = -821871.410656
  nChanged 0
		SP:Iteration 93F (27435.880000 sec): 3 clusters
  Score: Raw -826115.678024 + Penalty 4244.267368 = -821871.410656
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (132402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27436.890000 sec): 2 clusters
  Score: Raw -21456167.838733 + Penalty 2924.812311 = -21453243.026422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27438.090000 sec): 3 clusters
  Score: Raw -21370336.340935 + Penalty 5849.624622 = -21364486.716313
  nChanged 63111
		SP:Iteration 1F (27439.250000 sec): 3 clusters
  Score: Raw -21406246.083378 + Penalty 5849.624622 = -21400396.458756
  nChanged 3867
		SP:Iteration 2Q (27440.570000 sec): 3 clusters
  Score: Raw -21407067.994608 + Penalty 5849.624622 = -21401218.369986
  nChanged 4049
		SP:Iteration 3Q (27441.810000 sec): 3 clusters
  Score: Raw -21408012.593866 + Penalty 5849.624622 = -21402162.969244
  nChanged 4441
		SP:Iteration 4Q (27442.950000 sec): 3 clusters
  Score: Raw -21409233.711700 + Penalty 5849.624622 = -21403384.087078
  nChanged 5189
		SP:Iteration 5Q (27444.120000 sec): 3 clusters
  Score: Raw -21410932.887683 + Penalty 5849.624622 = -21405083.263061
  nChanged 6019
		SP:Iteration 6Q (27445.380000 sec): 3 clusters
  Score: Raw -21413209.704744 + Penalty 5849.624622 = -21407360.080122
  nChanged 6772
		SP:Iteration 7F (27446.460000 sec): 3 clusters
  Score: Raw -21416021.504813 + Penalty 5849.624622 = -21410171.880191
  nChanged 7087
		SP:Iteration 8F (27447.580000 sec): 3 clusters
  Score: Raw -21419041.270349 + Penalty 5849.624622 = -21413191.645727
  nChanged 6993
		SP:Iteration 9F (27448.680000 sec): 3 clusters
  Score: Raw -21421853.444969 + Penalty 5849.624622 = -21416003.820347
  nChanged 6156
		SP:Iteration 10Q (27449.880000 sec): 3 clusters
  Score: Raw -21424011.798459 + Penalty 5849.624622 = -21418162.173837
  nChanged 5183
		SP:Iteration 11Q (27450.940000 sec): 3 clusters
  Score: Raw -21425557.263374 + Penalty 5849.624622 = -21419707.638752
  nChanged 4141
		SP:Iteration 12Q (27452.010000 sec): 3 clusters
  Score: Raw -21426569.461420 + Penalty 5849.624622 = -21420719.836798
  nChanged 3210
		SP:Iteration 13Q (27453.130000 sec): 3 clusters
  Score: Raw -21427245.872788 + Penalty 5849.624622 = -21421396.248166
  nChanged 2655
		SP:Iteration 14Q (27454.320000 sec): 3 clusters
  Score: Raw -21427758.812201 + Penalty 5849.624622 = -21421909.187579
  nChanged 2257
		SP:Iteration 15Q (27455.490000 sec): 3 clusters
  Score: Raw -21428202.548423 + Penalty 5849.624622 = -21422352.923801
  nChanged 2166
		SP:Iteration 16Q (27456.740000 sec): 3 clusters
  Score: Raw -21428682.670003 + Penalty 5849.624622 = -21422833.045381
  nChanged 2179
		SP:Iteration 17Q (27457.850000 sec): 3 clusters
  Score: Raw -21429241.860088 + Penalty 5849.624622 = -21423392.235466
  nChanged 2364
		SP:Iteration 18Q (27458.900000 sec): 3 clusters
  Score: Raw -21429970.379889 + Penalty 5849.624622 = -21424120.755267
  nChanged 2910
		SP:Iteration 19Q (27459.980000 sec): 3 clusters
  Score: Raw -21431001.708711 + Penalty 5849.624622 = -21425152.084089
  nChanged 3545
		SP:Iteration 20F (27461.020000 sec): 3 clusters
  Score: Raw -21432348.232835 + Penalty 5849.624622 = -21426498.608213
  nChanged 4109
		SP:Iteration 21Q (27462.060000 sec): 3 clusters
  Score: Raw -21433934.847467 + Penalty 5849.624622 = -21428085.222845
  nChanged 4597
		SP:Iteration 22Q (27463.190000 sec): 3 clusters
  Score: Raw -21435780.973396 + Penalty 5849.624622 = -21429931.348774
  nChanged 5214
		SP:Iteration 23Q (27464.310000 sec): 3 clusters
  Score: Raw -21438015.955672 + Penalty 5849.624622 = -21432166.331050
  nChanged 5690
		SP:Iteration 24Q (27465.460000 sec): 3 clusters
  Score: Raw -21440555.541071 + Penalty 5849.624622 = -21434705.916449
  nChanged 5862
		SP:Iteration 25Q (27466.630000 sec): 3 clusters
  Score: Raw -21443258.412098 + Penalty 5849.624622 = -21437408.787476
  nChanged 5696
		SP:Iteration 26Q (27467.760000 sec): 3 clusters
  Score: Raw -21445841.949782 + Penalty 5849.624622 = -21439992.325160
  nChanged 5379
		SP:Iteration 27Q (27468.790000 sec): 3 clusters
  Score: Raw -21448239.357243 + Penalty 5849.624622 = -21442389.732621
  nChanged 4920
		SP:Iteration 28Q (27469.850000 sec): 3 clusters
  Score: Raw -21450377.556788 + Penalty 5849.624622 = -21444527.932166
  nChanged 4360
		SP:Iteration 29Q (27470.940000 sec): 3 clusters
  Score: Raw -21452186.750157 + Penalty 5849.624622 = -21446337.125535
  nChanged 3728
		SP:Iteration 30Q (27472.030000 sec): 3 clusters
  Score: Raw -21453634.645579 + Penalty 5849.624622 = -21447785.020957
  nChanged 3020
		SP:Iteration 31Q (27473.090000 sec): 3 clusters
  Score: Raw -21454721.327675 + Penalty 5849.624622 = -21448871.703053
  nChanged 2484
		SP:Iteration 32Q (27474.240000 sec): 3 clusters
  Score: Raw -21455538.696588 + Penalty 5849.624622 = -21449689.071966
  nChanged 1959
		SP:Iteration 33Q (27475.350000 sec): 3 clusters
  Score: Raw -21456138.707267 + Penalty 5849.624622 = -21450289.082645
  nChanged 1569
		SP:Iteration 34Q (27476.400000 sec): 3 clusters
  Score: Raw -21456583.172719 + Penalty 5849.624622 = -21450733.548097
  nChanged 1188
		SP:Iteration 35Q (27477.480000 sec): 3 clusters
  Score: Raw -21456886.866436 + Penalty 5849.624622 = -21451037.241814
  nChanged 925
		SP:Iteration 36Q (27478.480000 sec): 3 clusters
  Score: Raw -21457108.279038 + Penalty 5849.624622 = -21451258.654417
  nChanged 727
		SP:Iteration 37Q (27479.520000 sec): 3 clusters
  Score: Raw -21457263.139837 + Penalty 5849.624622 = -21451413.515215
  nChanged 558
		SP:Iteration 38Q (27480.620000 sec): 3 clusters
  Score: Raw -21457371.195515 + Penalty 5849.624622 = -21451521.570893
  nChanged 437
		SP:Iteration 39Q (27481.680000 sec): 3 clusters
  Score: Raw -21457448.436982 + Penalty 5849.624622 = -21451598.812360
  nChanged 346
		SP:Iteration 40F (27482.770000 sec): 3 clusters
  Score: Raw -21457504.985308 + Penalty 5849.624622 = -21451655.360686
  nChanged 310
		SP:Iteration 41Q (27483.830000 sec): 3 clusters
  Score: Raw -21457558.855492 + Penalty 5849.624622 = -21451709.230870
  nChanged 265
		SP:Iteration 42Q (27484.910000 sec): 3 clusters
  Score: Raw -21457598.121260 + Penalty 5849.624622 = -21451748.496638
  nChanged 213
		SP:Iteration 43Q (27486.000000 sec): 3 clusters
  Score: Raw -21457629.149806 + Penalty 5849.624622 = -21451779.525185
  nChanged 173
		SP:Iteration 44Q (27487.070000 sec): 3 clusters
  Score: Raw -21457652.468230 + Penalty 5849.624622 = -21451802.843608
  nChanged 149
		SP:Iteration 45Q (27488.120000 sec): 3 clusters
  Score: Raw -21457671.654458 + Penalty 5849.624622 = -21451822.029836
  nChanged 126
		SP:Iteration 46Q (27489.150000 sec): 3 clusters
  Score: Raw -21457688.876446 + Penalty 5849.624622 = -21451839.251824
  nChanged 111
		SP:Iteration 47Q (27490.210000 sec): 3 clusters
  Score: Raw -21457703.163129 + Penalty 5849.624622 = -21451853.538507
  nChanged 96
		SP:Iteration 48Q (27491.330000 sec): 3 clusters
  Score: Raw -21457714.204755 + Penalty 5849.624622 = -21451864.580133
  nChanged 80
		SP:Iteration 49Q (27492.270000 sec): 3 clusters
  Score: Raw -21457724.261431 + Penalty 5849.624622 = -21451874.636809
  nChanged 77
		SP:Iteration 50Q (27493.360000 sec): 3 clusters
  Score: Raw -21457733.359175 + Penalty 5849.624622 = -21451883.734553
  nChanged 67
		SP:Iteration 51Q (27494.390000 sec): 3 clusters
  Score: Raw -21457739.607663 + Penalty 5849.624622 = -21451889.983041
  nChanged 55
		SP:Iteration 52Q (27495.380000 sec): 3 clusters
  Score: Raw -21457744.774156 + Penalty 5849.624622 = -21451895.149534
  nChanged 47
		SP:Iteration 53Q (27496.360000 sec): 3 clusters
  Score: Raw -21457749.900101 + Penalty 5849.624622 = -21451900.275479
  nChanged 35
		SP:Iteration 54Q (27497.440000 sec): 3 clusters
  Score: Raw -21457753.378655 + Penalty 5849.624622 = -21451903.754033
  nChanged 31
		SP:Iteration 55Q (27498.490000 sec): 3 clusters
  Score: Raw -21457756.184077 + Penalty 5849.624622 = -21451906.559455
  nChanged 34
		SP:Iteration 56Q (27499.590000 sec): 3 clusters
  Score: Raw -21457759.464572 + Penalty 5849.624622 = -21451909.839950
  nChanged 35
		SP:Iteration 57Q (27500.680000 sec): 3 clusters
  Score: Raw -21457762.780817 + Penalty 5849.624622 = -21451913.156195
  nChanged 21
		SP:Iteration 58Q (27501.740000 sec): 3 clusters
  Score: Raw -21457764.917532 + Penalty 5849.624622 = -21451915.292910
  nChanged 18
		SP:Iteration 59Q (27503.040000 sec): 3 clusters
  Score: Raw -21457766.741602 + Penalty 5849.624622 = -21451917.116980
  nChanged 24
		SP:Iteration 60F (27504.330000 sec): 3 clusters
  Score: Raw -21457768.847989 + Penalty 5849.624622 = -21451919.223368
  nChanged 19
		SP:Iteration 61Q (27505.530000 sec): 3 clusters
  Score: Raw -21457770.521250 + Penalty 5849.624622 = -21451920.896628
  nChanged 12
		SP:Iteration 62Q (27506.720000 sec): 3 clusters
  Score: Raw -21457771.401813 + Penalty 5849.624622 = -21451921.777191
  nChanged 15
		SP:Iteration 63Q (27507.920000 sec): 3 clusters
  Score: Raw -21457772.605983 + Penalty 5849.624622 = -21451922.981361
  nChanged 14
		SP:Iteration 64Q (27509.090000 sec): 3 clusters
  Score: Raw -21457773.808036 + Penalty 5849.624622 = -21451924.183414
  nChanged 14
		SP:Iteration 65Q (27510.260000 sec): 3 clusters
  Score: Raw -21457775.038882 + Penalty 5849.624622 = -21451925.414260
  nChanged 12
		SP:Iteration 66Q (27511.470000 sec): 3 clusters
  Score: Raw -21457776.355223 + Penalty 5849.624622 = -21451926.730601
  nChanged 21
		SP:Iteration 67Q (27512.680000 sec): 3 clusters
  Score: Raw -21457778.619911 + Penalty 5849.624622 = -21451928.995289
  nChanged 24
		SP:Iteration 68Q (27513.860000 sec): 3 clusters
  Score: Raw -21457781.337791 + Penalty 5849.624622 = -21451931.713169
  nChanged 23
		SP:Iteration 69Q (27514.820000 sec): 3 clusters
  Score: Raw -21457783.881215 + Penalty 5849.624622 = -21451934.256593
  nChanged 25
		SP:Iteration 70Q (27515.850000 sec): 3 clusters
  Score: Raw -21457786.292624 + Penalty 5849.624622 = -21451936.668002
  nChanged 18
		SP:Iteration 71Q (27516.850000 sec): 3 clusters
  Score: Raw -21457787.729636 + Penalty 5849.624622 = -21451938.105015
  nChanged 11
		SP:Iteration 72Q (27517.890000 sec): 3 clusters
  Score: Raw -21457788.502088 + Penalty 5849.624622 = -21451938.877466
  nChanged 11
		SP:Iteration 73Q (27518.870000 sec): 3 clusters
  Score: Raw -21457789.641449 + Penalty 5849.624622 = -21451940.016827
  nChanged 14
		SP:Iteration 74Q (27519.890000 sec): 3 clusters
  Score: Raw -21457791.182749 + Penalty 5849.624622 = -21451941.558127
  nChanged 12
		SP:Iteration 75Q (27520.990000 sec): 3 clusters
  Score: Raw -21457792.098730 + Penalty 5849.624622 = -21451942.474108
  nChanged 10
		SP:Iteration 76Q (27522.050000 sec): 3 clusters
  Score: Raw -21457792.962278 + Penalty 5849.624622 = -21451943.337656
  nChanged 11
		SP:Iteration 77Q (27523.090000 sec): 3 clusters
  Score: Raw -21457794.342816 + Penalty 5849.624622 = -21451944.718194
  nChanged 20
		SP:Iteration 78Q (27524.150000 sec): 3 clusters
  Score: Raw -21457796.150835 + Penalty 5849.624622 = -21451946.526213
  nChanged 17
		SP:Iteration 79Q (27525.210000 sec): 3 clusters
  Score: Raw -21457797.550113 + Penalty 5849.624622 = -21451947.925491
  nChanged 12
		SP:Iteration 80F (27526.310000 sec): 3 clusters
  Score: Raw -21457798.458506 + Penalty 5849.624622 = -21451948.833884
  nChanged 8
		SP:Iteration 81Q (27527.390000 sec): 3 clusters
  Score: Raw -21457798.946506 + Penalty 5849.624622 = -21451949.321884
  nChanged 6
		SP:Iteration 82Q (27528.380000 sec): 3 clusters
  Score: Raw -21457799.281860 + Penalty 5849.624622 = -21451949.657238
  nChanged 1
		SP:Iteration 83Q (27529.400000 sec): 3 clusters
  Score: Raw -21457799.356257 + Penalty 5849.624622 = -21451949.731635
  nChanged 1
		SP:Iteration 84Q (27530.490000 sec): 3 clusters
  Score: Raw -21457799.479822 + Penalty 5849.624622 = -21451949.855200
  nChanged 0
		SP:Iteration 85F (27531.670000 sec): 3 clusters
  Score: Raw -21457799.479822 + Penalty 5849.624622 = -21451949.855200
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (9348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27531.880000 sec): 2 clusters
  Score: Raw -1398968.386987 + Penalty 2267.443589 = -1396700.943398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27532.110000 sec): 3 clusters
  Score: Raw -1394003.317022 + Penalty 4534.887177 = -1389468.429845
  nChanged 3830
		SP:Iteration 1F (27532.290000 sec): 3 clusters
  Score: Raw -1396094.228483 + Penalty 4534.887177 = -1391559.341306
  nChanged 615
		SP:Iteration 2F (27532.470000 sec): 3 clusters
  Score: Raw -1396394.421953 + Penalty 4534.887177 = -1391859.534776
  nChanged 501
		SP:Iteration 3F (27532.670000 sec): 3 clusters
  Score: Raw -1396653.254121 + Penalty 4534.887177 = -1392118.366944
  nChanged 440
		SP:Iteration 4Q (27532.890000 sec): 3 clusters
  Score: Raw -1396892.992355 + Penalty 4534.887177 = -1392358.105178
  nChanged 425
		SP:Iteration 5Q (27533.030000 sec): 3 clusters
  Score: Raw -1397161.703786 + Penalty 4534.887177 = -1392626.816609
  nChanged 435
		SP:Iteration 6Q (27533.280000 sec): 3 clusters
  Score: Raw -1397438.860998 + Penalty 4534.887177 = -1392903.973821
  nChanged 424
		SP:Iteration 7Q (27533.450000 sec): 3 clusters
  Score: Raw -1397712.131317 + Penalty 4534.887177 = -1393177.244140
  nChanged 392
		SP:Iteration 8Q (27533.690000 sec): 3 clusters
  Score: Raw -1397973.364293 + Penalty 4534.887177 = -1393438.477116
  nChanged 385
		SP:Iteration 9Q (27533.940000 sec): 3 clusters
  Score: Raw -1398230.388685 + Penalty 4534.887177 = -1393695.501508
  nChanged 337
		SP:Iteration 10Q (27534.190000 sec): 3 clusters
  Score: Raw -1398435.741550 + Penalty 4534.887177 = -1393900.854373
  nChanged 293
		SP:Iteration 11Q (27534.400000 sec): 3 clusters
  Score: Raw -1398593.044076 + Penalty 4534.887177 = -1394058.156899
  nChanged 237
		SP:Iteration 12Q (27534.630000 sec): 3 clusters
  Score: Raw -1398699.341772 + Penalty 4534.887177 = -1394164.454595
  nChanged 196
		SP:Iteration 13Q (27534.860000 sec): 3 clusters
  Score: Raw -1398789.502385 + Penalty 4534.887177 = -1394254.615208
  nChanged 182
		SP:Iteration 14Q (27535.110000 sec): 3 clusters
  Score: Raw -1398880.207715 + Penalty 4534.887177 = -1394345.320538
  nChanged 180
		SP:Iteration 15Q (27535.390000 sec): 3 clusters
  Score: Raw -1398975.664359 + Penalty 4534.887177 = -1394440.777182
  nChanged 179
		SP:Iteration 16Q (27535.650000 sec): 3 clusters
  Score: Raw -1399080.897706 + Penalty 4534.887177 = -1394546.010529
  nChanged 193
		SP:Iteration 17Q (27535.900000 sec): 3 clusters
  Score: Raw -1399184.326024 + Penalty 4534.887177 = -1394649.438847
  nChanged 185
		SP:Iteration 18Q (27536.070000 sec): 3 clusters
  Score: Raw -1399289.016752 + Penalty 4534.887177 = -1394754.129575
  nChanged 165
		SP:Iteration 19Q (27536.300000 sec): 3 clusters
  Score: Raw -1399389.205505 + Penalty 4534.887177 = -1394854.318328
  nChanged 156
		SP:Iteration 20F (27536.510000 sec): 3 clusters
  Score: Raw -1399477.214627 + Penalty 4534.887177 = -1394942.327450
  nChanged 129
		SP:Iteration 21Q (27536.720000 sec): 3 clusters
  Score: Raw -1399547.363910 + Penalty 4534.887177 = -1395012.476733
  nChanged 109
		SP:Iteration 22Q (27536.990000 sec): 3 clusters
  Score: Raw -1399597.041858 + Penalty 4534.887177 = -1395062.154680
  nChanged 99
		SP:Iteration 23Q (27537.180000 sec): 3 clusters
  Score: Raw -1399641.400309 + Penalty 4534.887177 = -1395106.513132
  nChanged 97
		SP:Iteration 24Q (27537.400000 sec): 3 clusters
  Score: Raw -1399681.550875 + Penalty 4534.887177 = -1395146.663698
  nChanged 88
		SP:Iteration 25Q (27537.600000 sec): 3 clusters
  Score: Raw -1399718.885967 + Penalty 4534.887177 = -1395183.998790
  nChanged 79
		SP:Iteration 26Q (27537.810000 sec): 3 clusters
  Score: Raw -1399750.593413 + Penalty 4534.887177 = -1395215.706236
  nChanged 79
		SP:Iteration 27Q (27538.020000 sec): 3 clusters
  Score: Raw -1399782.726463 + Penalty 4534.887177 = -1395247.839286
  nChanged 69
		SP:Iteration 28Q (27538.210000 sec): 3 clusters
  Score: Raw -1399814.059093 + Penalty 4534.887177 = -1395279.171916
  nChanged 75
		SP:Iteration 29Q (27538.390000 sec): 3 clusters
  Score: Raw -1399851.976646 + Penalty 4534.887177 = -1395317.089469
  nChanged 61
		SP:Iteration 30Q (27538.650000 sec): 3 clusters
  Score: Raw -1399875.965248 + Penalty 4534.887177 = -1395341.078071
  nChanged 55
		SP:Iteration 31Q (27538.780000 sec): 3 clusters
  Score: Raw -1399898.885678 + Penalty 4534.887177 = -1395363.998501
  nChanged 40
		SP:Iteration 32Q (27539.050000 sec): 3 clusters
  Score: Raw -1399911.320620 + Penalty 4534.887177 = -1395376.433443
  nChanged 23
		SP:Iteration 33Q (27539.250000 sec): 3 clusters
  Score: Raw -1399918.377406 + Penalty 4534.887177 = -1395383.490229
  nChanged 28
		SP:Iteration 34Q (27539.490000 sec): 3 clusters
  Score: Raw -1399927.831105 + Penalty 4534.887177 = -1395392.943928
  nChanged 23
		SP:Iteration 35Q (27539.650000 sec): 3 clusters
  Score: Raw -1399937.432946 + Penalty 4534.887177 = -1395402.545768
  nChanged 20
		SP:Iteration 36Q (27539.900000 sec): 3 clusters
  Score: Raw -1399944.088824 + Penalty 4534.887177 = -1395409.201647
  nChanged 17
		SP:Iteration 37Q (27540.170000 sec): 3 clusters
  Score: Raw -1399949.119477 + Penalty 4534.887177 = -1395414.232300
  nChanged 11
		SP:Iteration 38Q (27540.360000 sec): 3 clusters
  Score: Raw -1399951.527055 + Penalty 4534.887177 = -1395416.639878
  nChanged 14
		SP:Iteration 39Q (27540.620000 sec): 3 clusters
  Score: Raw -1399955.537141 + Penalty 4534.887177 = -1395420.649964
  nChanged 8
		SP:Iteration 40F (27540.750000 sec): 3 clusters
  Score: Raw -1399957.742231 + Penalty 4534.887177 = -1395422.855054
  nChanged 5
		SP:Iteration 41Q (27540.990000 sec): 3 clusters
  Score: Raw -1399959.414642 + Penalty 4534.887177 = -1395424.527465
  nChanged 11
		SP:Iteration 42Q (27541.210000 sec): 3 clusters
  Score: Raw -1399963.251132 + Penalty 4534.887177 = -1395428.363955
  nChanged 10
		SP:Iteration 43Q (27541.350000 sec): 3 clusters
  Score: Raw -1399966.143406 + Penalty 4534.887177 = -1395431.256229
  nChanged 7
		SP:Iteration 44Q (27541.580000 sec): 3 clusters
  Score: Raw -1399967.660353 + Penalty 4534.887177 = -1395432.773176
  nChanged 6
		SP:Iteration 45Q (27541.800000 sec): 3 clusters
  Score: Raw -1399969.768574 + Penalty 4534.887177 = -1395434.881397
  nChanged 7
		SP:Iteration 46Q (27542.000000 sec): 3 clusters
  Score: Raw -1399971.860615 + Penalty 4534.887177 = -1395436.973438
  nChanged 4
		SP:Iteration 47Q (27542.320000 sec): 3 clusters
  Score: Raw -1399973.044431 + Penalty 4534.887177 = -1395438.157254
  nChanged 9
		SP:Iteration 48Q (27542.560000 sec): 3 clusters
  Score: Raw -1399975.639019 + Penalty 4534.887177 = -1395440.751842
  nChanged 13
		SP:Iteration 49Q (27542.800000 sec): 3 clusters
  Score: Raw -1399978.553686 + Penalty 4534.887177 = -1395443.666509
  nChanged 10
		SP:Iteration 50Q (27543.020000 sec): 3 clusters
  Score: Raw -1399981.604657 + Penalty 4534.887177 = -1395446.717480
  nChanged 7
		SP:Iteration 51Q (27543.210000 sec): 3 clusters
  Score: Raw -1399983.522219 + Penalty 4534.887177 = -1395448.635042
  nChanged 9
		SP:Iteration 52Q (27543.380000 sec): 3 clusters
  Score: Raw -1399986.027037 + Penalty 4534.887177 = -1395451.139860
  nChanged 2
		SP:Iteration 53Q (27543.640000 sec): 3 clusters
  Score: Raw -1399986.441358 + Penalty 4534.887177 = -1395451.554181
  nChanged 1
		SP:Iteration 54Q (27543.850000 sec): 3 clusters
  Score: Raw -1399986.567458 + Penalty 4534.887177 = -1395451.680281
  nChanged 1
		SP:Iteration 55Q (27544.000000 sec): 3 clusters
  Score: Raw -1399987.235295 + Penalty 4534.887177 = -1395452.348118
  nChanged 3
		SP:Iteration 56Q (27544.190000 sec): 3 clusters
  Score: Raw -1399987.973749 + Penalty 4534.887177 = -1395453.086572
  nChanged 0
		SP:Iteration 57F (27544.440000 sec): 3 clusters
  Score: Raw -1399987.973749 + Penalty 4534.887177 = -1395453.086572
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (147174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27545.450000 sec): 2 clusters
  Score: Raw -23940853.315989 + Penalty 2951.043968 = -23937902.272021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27546.710000 sec): 3 clusters
  Score: Raw -23845405.316686 + Penalty 5902.087936 = -23839503.228750
  nChanged 70194
		SP:Iteration 1F (27547.940000 sec): 3 clusters
  Score: Raw -23886259.406112 + Penalty 5902.087936 = -23880357.318176
  nChanged 5789
		SP:Iteration 2Q (27549.300000 sec): 3 clusters
  Score: Raw -23888112.887438 + Penalty 5902.087936 = -23882210.799501
  nChanged 7130
		SP:Iteration 3Q (27550.530000 sec): 3 clusters
  Score: Raw -23891083.954300 + Penalty 5902.087936 = -23885181.866364
  nChanged 8725
		SP:Iteration 4F (27551.680000 sec): 3 clusters
  Score: Raw -23895788.798024 + Penalty 5902.087936 = -23889886.710088
  nChanged 10316
		SP:Iteration 5F (27552.840000 sec): 3 clusters
  Score: Raw -23902380.736775 + Penalty 5902.087936 = -23896478.648839
  nChanged 10834
		SP:Iteration 6F (27554.030000 sec): 3 clusters
  Score: Raw -23910311.672666 + Penalty 5902.087936 = -23904409.584730
  nChanged 10585
		SP:Iteration 7F (27555.190000 sec): 3 clusters
  Score: Raw -23919141.895211 + Penalty 5902.087936 = -23913239.807274
  nChanged 9570
		SP:Iteration 8F (27556.280000 sec): 3 clusters
  Score: Raw -23928278.471904 + Penalty 5902.087936 = -23922376.383968
  nChanged 7102
		SP:Iteration 9Q (27557.470000 sec): 3 clusters
  Score: Raw -23935611.788893 + Penalty 5902.087936 = -23929709.700957
  nChanged 3640
		SP:Iteration 10Q (27558.570000 sec): 3 clusters
  Score: Raw -23939297.761073 + Penalty 5902.087936 = -23933395.673137
  nChanged 1246
		SP:Iteration 11Q (27559.580000 sec): 3 clusters
  Score: Raw -23940524.143715 + Penalty 5902.087936 = -23934622.055779
  nChanged 356
		SP:Iteration 12Q (27560.610000 sec): 3 clusters
  Score: Raw -23940908.402283 + Penalty 5902.087936 = -23935006.314346
  nChanged 128
		SP:Iteration 13Q (27561.610000 sec): 3 clusters
  Score: Raw -23941047.785792 + Penalty 5902.087936 = -23935145.697856
  nChanged 46
		SP:Iteration 14Q (27562.710000 sec): 3 clusters
  Score: Raw -23941104.526543 + Penalty 5902.087936 = -23935202.438607
  nChanged 36
		SP:Iteration 15Q (27563.740000 sec): 3 clusters
  Score: Raw -23941149.961767 + Penalty 5902.087936 = -23935247.873831
  nChanged 25
		SP:Iteration 16Q (27564.860000 sec): 3 clusters
  Score: Raw -23941180.333688 + Penalty 5902.087936 = -23935278.245751
  nChanged 17
		SP:Iteration 17Q (27565.910000 sec): 3 clusters
  Score: Raw -23941200.429072 + Penalty 5902.087936 = -23935298.341136
  nChanged 18
		SP:Iteration 18Q (27567.040000 sec): 3 clusters
  Score: Raw -23941217.526863 + Penalty 5902.087936 = -23935315.438927
  nChanged 7
		SP:Iteration 19Q (27568.160000 sec): 3 clusters
  Score: Raw -23941225.476817 + Penalty 5902.087936 = -23935323.388880
  nChanged 5
		SP:Iteration 20F (27569.250000 sec): 3 clusters
  Score: Raw -23941231.466139 + Penalty 5902.087936 = -23935329.378203
  nChanged 6
		SP:Iteration 21Q (27570.350000 sec): 3 clusters
  Score: Raw -23941238.413398 + Penalty 5902.087936 = -23935336.325462
  nChanged 5
		SP:Iteration 22Q (27571.470000 sec): 3 clusters
  Score: Raw -23941243.496009 + Penalty 5902.087936 = -23935341.408072
  nChanged 2
		SP:Iteration 23Q (27572.560000 sec): 3 clusters
  Score: Raw -23941246.055669 + Penalty 5902.087936 = -23935343.967732
  nChanged 3
		SP:Iteration 24Q (27573.730000 sec): 3 clusters
  Score: Raw -23941249.112419 + Penalty 5902.087936 = -23935347.024482
  nChanged 4
		SP:Iteration 25Q (27574.920000 sec): 3 clusters
  Score: Raw -23941253.305087 + Penalty 5902.087936 = -23935351.217151
  nChanged 3
		SP:Iteration 26Q (27576.040000 sec): 3 clusters
  Score: Raw -23941255.063345 + Penalty 5902.087936 = -23935352.975409
  nChanged 0
		SP:Iteration 27F (27577.150000 sec): 3 clusters
  Score: Raw -23941255.063345 + Penalty 5902.087936 = -23935352.975409
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (7852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27577.400000 sec): 2 clusters
  Score: Raw -1183392.131151 + Penalty 2224.193842 = -1181167.937310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27577.610000 sec): 3 clusters
  Score: Raw -1179307.598409 + Penalty 4448.387683 = -1174859.210725
  nChanged 3238
		SP:Iteration 1F (27577.810000 sec): 3 clusters
  Score: Raw -1181245.678525 + Penalty 4448.387683 = -1176797.290842
  nChanged 639
		SP:Iteration 2F (27577.960000 sec): 3 clusters
  Score: Raw -1181742.389368 + Penalty 4448.387683 = -1177294.001684
  nChanged 530
		SP:Iteration 3F (27578.170000 sec): 3 clusters
  Score: Raw -1182177.318233 + Penalty 4448.387683 = -1177728.930550
  nChanged 499
		SP:Iteration 4F (27578.340000 sec): 3 clusters
  Score: Raw -1182553.408781 + Penalty 4448.387683 = -1178105.021098
  nChanged 398
		SP:Iteration 5F (27578.660000 sec): 3 clusters
  Score: Raw -1182850.333358 + Penalty 4448.387683 = -1178401.945675
  nChanged 371
		SP:Iteration 6Q (27578.880000 sec): 3 clusters
  Score: Raw -1183100.864514 + Penalty 4448.387683 = -1178652.476830
  nChanged 316
		SP:Iteration 7Q (27579.140000 sec): 3 clusters
  Score: Raw -1183278.584009 + Penalty 4448.387683 = -1178830.196326
  nChanged 232
		SP:Iteration 8Q (27579.350000 sec): 3 clusters
  Score: Raw -1183412.247489 + Penalty 4448.387683 = -1178963.859805
  nChanged 218
		SP:Iteration 9Q (27579.670000 sec): 3 clusters
  Score: Raw -1183529.300944 + Penalty 4448.387683 = -1179080.913260
  nChanged 207
		SP:Iteration 10Q (27579.880000 sec): 3 clusters
  Score: Raw -1183646.825942 + Penalty 4448.387683 = -1179198.438259
  nChanged 184
		SP:Iteration 11Q (27580.080000 sec): 3 clusters
  Score: Raw -1183739.758891 + Penalty 4448.387683 = -1179291.371208
  nChanged 138
		SP:Iteration 12Q (27580.300000 sec): 3 clusters
  Score: Raw -1183802.153416 + Penalty 4448.387683 = -1179353.765733
  nChanged 119
		SP:Iteration 13Q (27580.510000 sec): 3 clusters
  Score: Raw -1183859.296364 + Penalty 4448.387683 = -1179410.908681
  nChanged 116
		SP:Iteration 14Q (27580.680000 sec): 3 clusters
  Score: Raw -1183904.963575 + Penalty 4448.387683 = -1179456.575891
  nChanged 89
		SP:Iteration 15Q (27580.900000 sec): 3 clusters
  Score: Raw -1183936.188460 + Penalty 4448.387683 = -1179487.800776
  nChanged 78
		SP:Iteration 16Q (27581.050000 sec): 3 clusters
  Score: Raw -1183961.533040 + Penalty 4448.387683 = -1179513.145356
  nChanged 62
		SP:Iteration 17Q (27581.230000 sec): 3 clusters
  Score: Raw -1183988.701901 + Penalty 4448.387683 = -1179540.314218
  nChanged 71
		SP:Iteration 18Q (27581.390000 sec): 3 clusters
  Score: Raw -1184015.969722 + Penalty 4448.387683 = -1179567.582038
  nChanged 59
		SP:Iteration 19Q (27581.620000 sec): 3 clusters
  Score: Raw -1184033.608152 + Penalty 4448.387683 = -1179585.220468
  nChanged 48
		SP:Iteration 20F (27581.850000 sec): 3 clusters
  Score: Raw -1184046.500116 + Penalty 4448.387683 = -1179598.112432
  nChanged 31
		SP:Iteration 21Q (27582.120000 sec): 3 clusters
  Score: Raw -1184056.966428 + Penalty 4448.387683 = -1179608.578744
  nChanged 27
		SP:Iteration 22Q (27582.350000 sec): 3 clusters
  Score: Raw -1184063.803166 + Penalty 4448.387683 = -1179615.415482
  nChanged 24
		SP:Iteration 23Q (27582.550000 sec): 3 clusters
  Score: Raw -1184068.447829 + Penalty 4448.387683 = -1179620.060145
  nChanged 17
		SP:Iteration 24Q (27582.700000 sec): 3 clusters
  Score: Raw -1184071.899146 + Penalty 4448.387683 = -1179623.511463
  nChanged 23
		SP:Iteration 25Q (27582.910000 sec): 3 clusters
  Score: Raw -1184076.896029 + Penalty 4448.387683 = -1179628.508345
  nChanged 26
		SP:Iteration 26Q (27583.160000 sec): 3 clusters
  Score: Raw -1184082.531307 + Penalty 4448.387683 = -1179634.143623
  nChanged 18
		SP:Iteration 27Q (27583.340000 sec): 3 clusters
  Score: Raw -1184086.752021 + Penalty 4448.387683 = -1179638.364337
  nChanged 24
		SP:Iteration 28Q (27583.580000 sec): 3 clusters
  Score: Raw -1184091.899436 + Penalty 4448.387683 = -1179643.511753
  nChanged 25
		SP:Iteration 29Q (27583.810000 sec): 3 clusters
  Score: Raw -1184098.267805 + Penalty 4448.387683 = -1179649.880121
  nChanged 30
		SP:Iteration 30Q (27584.050000 sec): 3 clusters
  Score: Raw -1184106.582077 + Penalty 4448.387683 = -1179658.194394
  nChanged 28
		SP:Iteration 31Q (27584.240000 sec): 3 clusters
  Score: Raw -1184112.594309 + Penalty 4448.387683 = -1179664.206625
  nChanged 21
		SP:Iteration 32Q (27584.390000 sec): 3 clusters
  Score: Raw -1184116.875330 + Penalty 4448.387683 = -1179668.487647
  nChanged 18
		SP:Iteration 33Q (27584.660000 sec): 3 clusters
  Score: Raw -1184121.449797 + Penalty 4448.387683 = -1179673.062114
  nChanged 21
		SP:Iteration 34Q (27584.840000 sec): 3 clusters
  Score: Raw -1184126.386245 + Penalty 4448.387683 = -1179677.998561
  nChanged 18
		SP:Iteration 35Q (27585.030000 sec): 3 clusters
  Score: Raw -1184131.721837 + Penalty 4448.387683 = -1179683.334154
  nChanged 27
		SP:Iteration 36Q (27585.240000 sec): 3 clusters
  Score: Raw -1184139.873307 + Penalty 4448.387683 = -1179691.485623
  nChanged 31
		SP:Iteration 37Q (27585.490000 sec): 3 clusters
  Score: Raw -1184148.694800 + Penalty 4448.387683 = -1179700.307116
  nChanged 25
		SP:Iteration 38Q (27585.710000 sec): 3 clusters
  Score: Raw -1184155.496730 + Penalty 4448.387683 = -1179707.109047
  nChanged 21
		SP:Iteration 39Q (27585.930000 sec): 3 clusters
  Score: Raw -1184160.292983 + Penalty 4448.387683 = -1179711.905299
  nChanged 20
		SP:Iteration 40F (27586.120000 sec): 3 clusters
  Score: Raw -1184166.523863 + Penalty 4448.387683 = -1179718.136179
  nChanged 22
		SP:Iteration 41Q (27586.330000 sec): 3 clusters
  Score: Raw -1184171.543502 + Penalty 4448.387683 = -1179723.155819
  nChanged 15
		SP:Iteration 42Q (27586.530000 sec): 3 clusters
  Score: Raw -1184174.413319 + Penalty 4448.387683 = -1179726.025636
  nChanged 13
		SP:Iteration 43Q (27586.750000 sec): 3 clusters
  Score: Raw -1184177.400125 + Penalty 4448.387683 = -1179729.012441
  nChanged 13
		SP:Iteration 44Q (27586.950000 sec): 3 clusters
  Score: Raw -1184179.390434 + Penalty 4448.387683 = -1179731.002750
  nChanged 7
		SP:Iteration 45Q (27587.230000 sec): 3 clusters
  Score: Raw -1184180.483388 + Penalty 4448.387683 = -1179732.095704
  nChanged 11
		SP:Iteration 46Q (27587.450000 sec): 3 clusters
  Score: Raw -1184182.008742 + Penalty 4448.387683 = -1179733.621059
  nChanged 10
		SP:Iteration 47Q (27587.670000 sec): 3 clusters
  Score: Raw -1184183.839488 + Penalty 4448.387683 = -1179735.451804
  nChanged 7
		SP:Iteration 48Q (27587.930000 sec): 3 clusters
  Score: Raw -1184185.194586 + Penalty 4448.387683 = -1179736.806903
  nChanged 10
		SP:Iteration 49Q (27588.200000 sec): 3 clusters
  Score: Raw -1184186.933979 + Penalty 4448.387683 = -1179738.546295
  nChanged 6
		SP:Iteration 50Q (27588.420000 sec): 3 clusters
  Score: Raw -1184187.877903 + Penalty 4448.387683 = -1179739.490220
  nChanged 6
		SP:Iteration 51Q (27588.650000 sec): 3 clusters
  Score: Raw -1184188.986948 + Penalty 4448.387683 = -1179740.599265
  nChanged 8
		SP:Iteration 52Q (27588.910000 sec): 3 clusters
  Score: Raw -1184190.955821 + Penalty 4448.387683 = -1179742.568137
  nChanged 9
		SP:Iteration 53Q (27589.130000 sec): 3 clusters
  Score: Raw -1184191.790330 + Penalty 4448.387683 = -1179743.402647
  nChanged 8
		SP:Iteration 54Q (27589.330000 sec): 3 clusters
  Score: Raw -1184192.727380 + Penalty 4448.387683 = -1179744.339697
  nChanged 5
		SP:Iteration 55Q (27589.530000 sec): 3 clusters
  Score: Raw -1184193.595343 + Penalty 4448.387683 = -1179745.207660
  nChanged 13
		SP:Iteration 56Q (27589.770000 sec): 3 clusters
  Score: Raw -1184196.174720 + Penalty 4448.387683 = -1179747.787036
  nChanged 13
		SP:Iteration 57Q (27589.950000 sec): 3 clusters
  Score: Raw -1184198.495682 + Penalty 4448.387683 = -1179750.107998
  nChanged 12
		SP:Iteration 58Q (27590.150000 sec): 3 clusters
  Score: Raw -1184201.112217 + Penalty 4448.387683 = -1179752.724533
  nChanged 17
		SP:Iteration 59Q (27590.380000 sec): 3 clusters
  Score: Raw -1184204.265442 + Penalty 4448.387683 = -1179755.877759
  nChanged 11
		SP:Iteration 60F (27590.570000 sec): 3 clusters
  Score: Raw -1184206.685390 + Penalty 4448.387683 = -1179758.297707
  nChanged 13
		SP:Iteration 61Q (27590.730000 sec): 3 clusters
  Score: Raw -1184209.964184 + Penalty 4448.387683 = -1179761.576501
  nChanged 9
		SP:Iteration 62Q (27590.940000 sec): 3 clusters
  Score: Raw -1184211.845359 + Penalty 4448.387683 = -1179763.457675
  nChanged 12
		SP:Iteration 63Q (27591.130000 sec): 3 clusters
  Score: Raw -1184213.836091 + Penalty 4448.387683 = -1179765.448407
  nChanged 12
		SP:Iteration 64Q (27591.320000 sec): 3 clusters
  Score: Raw -1184215.963490 + Penalty 4448.387683 = -1179767.575806
  nChanged 10
		SP:Iteration 65Q (27591.500000 sec): 3 clusters
  Score: Raw -1184217.192846 + Penalty 4448.387683 = -1179768.805163
  nChanged 4
		SP:Iteration 66Q (27591.680000 sec): 3 clusters
  Score: Raw -1184217.681449 + Penalty 4448.387683 = -1179769.293766
  nChanged 4
		SP:Iteration 67Q (27591.870000 sec): 3 clusters
  Score: Raw -1184218.366865 + Penalty 4448.387683 = -1179769.979181
  nChanged 6
		SP:Iteration 68Q (27592.070000 sec): 3 clusters
  Score: Raw -1184219.719508 + Penalty 4448.387683 = -1179771.331824
  nChanged 4
		SP:Iteration 69Q (27592.310000 sec): 3 clusters
  Score: Raw -1184220.584673 + Penalty 4448.387683 = -1179772.196989
  nChanged 2
		SP:Iteration 70Q (27592.480000 sec): 3 clusters
  Score: Raw -1184221.482750 + Penalty 4448.387683 = -1179773.095067
  nChanged 4
		SP:Iteration 71Q (27592.710000 sec): 3 clusters
  Score: Raw -1184222.439431 + Penalty 4448.387683 = -1179774.051747
  nChanged 7
		SP:Iteration 72Q (27593.010000 sec): 3 clusters
  Score: Raw -1184223.718827 + Penalty 4448.387683 = -1179775.331143
  nChanged 9
		SP:Iteration 73Q (27593.250000 sec): 3 clusters
  Score: Raw -1184225.481816 + Penalty 4448.387683 = -1179777.094132
  nChanged 9
		SP:Iteration 74Q (27593.550000 sec): 3 clusters
  Score: Raw -1184226.862125 + Penalty 4448.387683 = -1179778.474441
  nChanged 9
		SP:Iteration 75Q (27593.730000 sec): 3 clusters
  Score: Raw -1184228.718210 + Penalty 4448.387683 = -1179780.330527
  nChanged 11
		SP:Iteration 76Q (27593.970000 sec): 3 clusters
  Score: Raw -1184231.013922 + Penalty 4448.387683 = -1179782.626239
  nChanged 10
		SP:Iteration 77Q (27594.160000 sec): 3 clusters
  Score: Raw -1184233.209060 + Penalty 4448.387683 = -1179784.821376
  nChanged 8
		SP:Iteration 78Q (27594.370000 sec): 3 clusters
  Score: Raw -1184235.720721 + Penalty 4448.387683 = -1179787.333037
  nChanged 6
		SP:Iteration 79Q (27594.580000 sec): 3 clusters
  Score: Raw -1184237.424145 + Penalty 4448.387683 = -1179789.036462
  nChanged 5
		SP:Iteration 80F (27594.770000 sec): 3 clusters
  Score: Raw -1184238.083861 + Penalty 4448.387683 = -1179789.696178
  nChanged 7
		SP:Iteration 81Q (27594.980000 sec): 3 clusters
  Score: Raw -1184238.737887 + Penalty 4448.387683 = -1179790.350203
  nChanged 1
		SP:Iteration 82Q (27595.210000 sec): 3 clusters
  Score: Raw -1184238.924983 + Penalty 4448.387683 = -1179790.537300
  nChanged 1
		SP:Iteration 83Q (27595.470000 sec): 3 clusters
  Score: Raw -1184239.023776 + Penalty 4448.387683 = -1179790.636092
  nChanged 1
		SP:Iteration 84Q (27595.720000 sec): 3 clusters
  Score: Raw -1184239.268157 + Penalty 4448.387683 = -1179790.880473
  nChanged 1
		SP:Iteration 85Q (27595.940000 sec): 3 clusters
  Score: Raw -1184239.328011 + Penalty 4448.387683 = -1179790.940328
  nChanged 0
		SP:Iteration 86F (27596.150000 sec): 3 clusters
  Score: Raw -1184239.328011 + Penalty 4448.387683 = -1179790.940328
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (22924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27596.410000 sec): 2 clusters
  Score: Raw -3745732.082565 + Penalty 2489.905040 = -3743242.177525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27596.790000 sec): 3 clusters
  Score: Raw -3732221.392970 + Penalty 4979.810079 = -3727241.582891
  nChanged 10281
		SP:Iteration 1F (27597.110000 sec): 3 clusters
  Score: Raw -3737887.901883 + Penalty 4979.810079 = -3732908.091803
  nChanged 1399
		SP:Iteration 2F (27597.450000 sec): 3 clusters
  Score: Raw -3738541.181532 + Penalty 4979.810079 = -3733561.371453
  nChanged 1415
		SP:Iteration 3F (27597.790000 sec): 3 clusters
  Score: Raw -3739263.673309 + Penalty 4979.810079 = -3734283.863230
  nChanged 1368
		SP:Iteration 4F (27598.070000 sec): 3 clusters
  Score: Raw -3740033.933689 + Penalty 4979.810079 = -3735054.123610
  nChanged 1388
		SP:Iteration 5F (27598.350000 sec): 3 clusters
  Score: Raw -3740818.466202 + Penalty 4979.810079 = -3735838.656122
  nChanged 1250
		SP:Iteration 6F (27598.670000 sec): 3 clusters
  Score: Raw -3741440.669239 + Penalty 4979.810079 = -3736460.859160
  nChanged 1020
		SP:Iteration 7Q (27599.010000 sec): 3 clusters
  Score: Raw -3741872.006742 + Penalty 4979.810079 = -3736892.196662
  nChanged 808
		SP:Iteration 8Q (27599.380000 sec): 3 clusters
  Score: Raw -3742181.294476 + Penalty 4979.810079 = -3737201.484397
  nChanged 613
		SP:Iteration 9Q (27599.780000 sec): 3 clusters
  Score: Raw -3742398.752098 + Penalty 4979.810079 = -3737418.942019
  nChanged 516
		SP:Iteration 10Q (27600.170000 sec): 3 clusters
  Score: Raw -3742567.260675 + Penalty 4979.810079 = -3737587.450596
  nChanged 417
		SP:Iteration 11Q (27600.470000 sec): 3 clusters
  Score: Raw -3742709.290114 + Penalty 4979.810079 = -3737729.480035
  nChanged 408
		SP:Iteration 12Q (27600.840000 sec): 3 clusters
  Score: Raw -3742870.514389 + Penalty 4979.810079 = -3737890.704310
  nChanged 445
		SP:Iteration 13Q (27601.210000 sec): 3 clusters
  Score: Raw -3743071.651086 + Penalty 4979.810079 = -3738091.841007
  nChanged 481
		SP:Iteration 14Q (27601.610000 sec): 3 clusters
  Score: Raw -3743331.730924 + Penalty 4979.810079 = -3738351.920845
  nChanged 515
		SP:Iteration 15Q (27602.060000 sec): 3 clusters
  Score: Raw -3743641.669853 + Penalty 4979.810079 = -3738661.859774
  nChanged 520
		SP:Iteration 16Q (27602.440000 sec): 3 clusters
  Score: Raw -3744021.463252 + Penalty 4979.810079 = -3739041.653173
  nChanged 501
		SP:Iteration 17Q (27602.770000 sec): 3 clusters
  Score: Raw -3744436.678562 + Penalty 4979.810079 = -3739456.868483
  nChanged 455
		SP:Iteration 18Q (27603.140000 sec): 3 clusters
  Score: Raw -3744837.635258 + Penalty 4979.810079 = -3739857.825179
  nChanged 366
		SP:Iteration 19Q (27603.470000 sec): 3 clusters
  Score: Raw -3745127.155976 + Penalty 4979.810079 = -3740147.345896
  nChanged 249
		SP:Iteration 20F (27603.800000 sec): 3 clusters
  Score: Raw -3745301.736353 + Penalty 4979.810079 = -3740321.926273
  nChanged 200
		SP:Iteration 21Q (27604.130000 sec): 3 clusters
  Score: Raw -3745439.316918 + Penalty 4979.810079 = -3740459.506839
  nChanged 154
		SP:Iteration 22Q (27604.490000 sec): 3 clusters
  Score: Raw -3745550.582624 + Penalty 4979.810079 = -3740570.772545
  nChanged 118
		SP:Iteration 23Q (27604.810000 sec): 3 clusters
  Score: Raw -3745625.096149 + Penalty 4979.810079 = -3740645.286069
  nChanged 102
		SP:Iteration 24Q (27605.140000 sec): 3 clusters
  Score: Raw -3745684.342830 + Penalty 4979.810079 = -3740704.532751
  nChanged 86
		SP:Iteration 25Q (27605.460000 sec): 3 clusters
  Score: Raw -3745729.663606 + Penalty 4979.810079 = -3740749.853527
  nChanged 58
		SP:Iteration 26Q (27605.760000 sec): 3 clusters
  Score: Raw -3745758.571875 + Penalty 4979.810079 = -3740778.761796
  nChanged 48
		SP:Iteration 27Q (27606.070000 sec): 3 clusters
  Score: Raw -3745784.036890 + Penalty 4979.810079 = -3740804.226811
  nChanged 43
		SP:Iteration 28Q (27606.340000 sec): 3 clusters
  Score: Raw -3745808.510799 + Penalty 4979.810079 = -3740828.700720
  nChanged 34
		SP:Iteration 29Q (27606.720000 sec): 3 clusters
  Score: Raw -3745828.106006 + Penalty 4979.810079 = -3740848.295927
  nChanged 32
		SP:Iteration 30Q (27607.040000 sec): 3 clusters
  Score: Raw -3745844.374377 + Penalty 4979.810079 = -3740864.564298
  nChanged 25
		SP:Iteration 31Q (27607.340000 sec): 3 clusters
  Score: Raw -3745857.461936 + Penalty 4979.810079 = -3740877.651857
  nChanged 21
		SP:Iteration 32Q (27607.730000 sec): 3 clusters
  Score: Raw -3745871.494676 + Penalty 4979.810079 = -3740891.684596
  nChanged 27
		SP:Iteration 33Q (27608.030000 sec): 3 clusters
  Score: Raw -3745885.987307 + Penalty 4979.810079 = -3740906.177228
  nChanged 26
		SP:Iteration 34Q (27608.410000 sec): 3 clusters
  Score: Raw -3745900.973652 + Penalty 4979.810079 = -3740921.163573
  nChanged 27
		SP:Iteration 35Q (27608.670000 sec): 3 clusters
  Score: Raw -3745916.160178 + Penalty 4979.810079 = -3740936.350098
  nChanged 17
		SP:Iteration 36Q (27609.000000 sec): 3 clusters
  Score: Raw -3745924.892614 + Penalty 4979.810079 = -3740945.082535
  nChanged 18
		SP:Iteration 37Q (27609.360000 sec): 3 clusters
  Score: Raw -3745936.698236 + Penalty 4979.810079 = -3740956.888157
  nChanged 18
		SP:Iteration 38Q (27609.740000 sec): 3 clusters
  Score: Raw -3745946.332494 + Penalty 4979.810079 = -3740966.522415
  nChanged 10
		SP:Iteration 39Q (27610.080000 sec): 3 clusters
  Score: Raw -3745951.050694 + Penalty 4979.810079 = -3740971.240615
  nChanged 8
		SP:Iteration 40F (27610.440000 sec): 3 clusters
  Score: Raw -3745955.347186 + Penalty 4979.810079 = -3740975.537107
  nChanged 9
		SP:Iteration 41Q (27610.770000 sec): 3 clusters
  Score: Raw -3745959.646032 + Penalty 4979.810079 = -3740979.835953
  nChanged 9
		SP:Iteration 42Q (27611.120000 sec): 3 clusters
  Score: Raw -3745964.380709 + Penalty 4979.810079 = -3740984.570630
  nChanged 10
		SP:Iteration 43Q (27611.520000 sec): 3 clusters
  Score: Raw -3745969.563946 + Penalty 4979.810079 = -3740989.753867
  nChanged 8
		SP:Iteration 44Q (27611.890000 sec): 3 clusters
  Score: Raw -3745972.963764 + Penalty 4979.810079 = -3740993.153685
  nChanged 6
		SP:Iteration 45Q (27612.280000 sec): 3 clusters
  Score: Raw -3745976.374002 + Penalty 4979.810079 = -3740996.563922
  nChanged 7
		SP:Iteration 46Q (27612.650000 sec): 3 clusters
  Score: Raw -3745979.569251 + Penalty 4979.810079 = -3740999.759172
  nChanged 9
		SP:Iteration 47Q (27613.010000 sec): 3 clusters
  Score: Raw -3745984.691034 + Penalty 4979.810079 = -3741004.880955
  nChanged 14
		SP:Iteration 48Q (27613.360000 sec): 3 clusters
  Score: Raw -3745992.611206 + Penalty 4979.810079 = -3741012.801127
  nChanged 8
		SP:Iteration 49Q (27613.680000 sec): 3 clusters
  Score: Raw -3745998.033230 + Penalty 4979.810079 = -3741018.223151
  nChanged 10
		SP:Iteration 50Q (27614.040000 sec): 3 clusters
  Score: Raw -3746001.994975 + Penalty 4979.810079 = -3741022.184896
  nChanged 6
		SP:Iteration 51Q (27614.410000 sec): 3 clusters
  Score: Raw -3746005.374402 + Penalty 4979.810079 = -3741025.564323
  nChanged 7
		SP:Iteration 52Q (27614.760000 sec): 3 clusters
  Score: Raw -3746009.360768 + Penalty 4979.810079 = -3741029.550688
  nChanged 9
		SP:Iteration 53Q (27615.060000 sec): 3 clusters
  Score: Raw -3746013.999047 + Penalty 4979.810079 = -3741034.188968
  nChanged 8
		SP:Iteration 54Q (27615.320000 sec): 3 clusters
  Score: Raw -3746017.571599 + Penalty 4979.810079 = -3741037.761520
  nChanged 7
		SP:Iteration 55Q (27615.730000 sec): 3 clusters
  Score: Raw -3746021.022038 + Penalty 4979.810079 = -3741041.211959
  nChanged 7
		SP:Iteration 56Q (27616.040000 sec): 3 clusters
  Score: Raw -3746026.001947 + Penalty 4979.810079 = -3741046.191867
  nChanged 5
		SP:Iteration 57Q (27616.310000 sec): 3 clusters
  Score: Raw -3746028.394387 + Penalty 4979.810079 = -3741048.584308
  nChanged 5
		SP:Iteration 58Q (27616.600000 sec): 3 clusters
  Score: Raw -3746030.477717 + Penalty 4979.810079 = -3741050.667638
  nChanged 4
		SP:Iteration 59Q (27616.890000 sec): 3 clusters
  Score: Raw -3746032.674682 + Penalty 4979.810079 = -3741052.864603
  nChanged 4
		SP:Iteration 60F (27617.190000 sec): 3 clusters
  Score: Raw -3746035.507289 + Penalty 4979.810079 = -3741055.697210
  nChanged 3
		SP:Iteration 61Q (27617.510000 sec): 3 clusters
  Score: Raw -3746037.194349 + Penalty 4979.810079 = -3741057.384270
  nChanged 4
		SP:Iteration 62Q (27617.840000 sec): 3 clusters
  Score: Raw -3746038.817394 + Penalty 4979.810079 = -3741059.007315
  nChanged 3
		SP:Iteration 63Q (27618.160000 sec): 3 clusters
  Score: Raw -3746041.081580 + Penalty 4979.810079 = -3741061.271501
  nChanged 2
		SP:Iteration 64Q (27618.520000 sec): 3 clusters
  Score: Raw -3746042.037081 + Penalty 4979.810079 = -3741062.227002
  nChanged 2
		SP:Iteration 65Q (27618.860000 sec): 3 clusters
  Score: Raw -3746044.406744 + Penalty 4979.810079 = -3741064.596664
  nChanged 6
		SP:Iteration 66Q (27619.150000 sec): 3 clusters
  Score: Raw -3746047.800507 + Penalty 4979.810079 = -3741067.990428
  nChanged 4
		SP:Iteration 67Q (27619.440000 sec): 3 clusters
  Score: Raw -3746050.873472 + Penalty 4979.810079 = -3741071.063393
  nChanged 3
		SP:Iteration 68Q (27619.720000 sec): 3 clusters
  Score: Raw -3746052.248787 + Penalty 4979.810079 = -3741072.438708
  nChanged 1
		SP:Iteration 69Q (27620.050000 sec): 3 clusters
  Score: Raw -3746052.384493 + Penalty 4979.810079 = -3741072.574414
  nChanged 0
		SP:Iteration 70F (27620.380000 sec): 3 clusters
  Score: Raw -3746052.384493 + Penalty 4979.810079 = -3741072.574414
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (3402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27620.480000 sec): 2 clusters
  Score: Raw -540956.585671 + Penalty 2016.765456 = -538939.820216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27620.640000 sec): 3 clusters
  Score: Raw -539458.357364 + Penalty 4033.530911 = -535424.826453
  nChanged 1245
		SP:Iteration 1F (27620.800000 sec): 3 clusters
  Score: Raw -540264.264389 + Penalty 4033.530911 = -536230.733477
  nChanged 230
		SP:Iteration 2F (27620.960000 sec): 3 clusters
  Score: Raw -540401.065182 + Penalty 4033.530911 = -536367.534271
  nChanged 146
		SP:Iteration 3Q (27621.120000 sec): 3 clusters
  Score: Raw -540493.282017 + Penalty 4033.530911 = -536459.751105
  nChanged 108
		SP:Iteration 4Q (27621.280000 sec): 3 clusters
  Score: Raw -540561.799587 + Penalty 4033.530911 = -536528.268676
  nChanged 93
		SP:Iteration 5Q (27621.440000 sec): 3 clusters
  Score: Raw -540627.307936 + Penalty 4033.530911 = -536593.777025
  nChanged 71
		SP:Iteration 6Q (27621.600000 sec): 3 clusters
  Score: Raw -540667.838830 + Penalty 4033.530911 = -536634.307918
  nChanged 60
		SP:Iteration 7Q (27621.760000 sec): 3 clusters
  Score: Raw -540698.805137 + Penalty 4033.530911 = -536665.274226
  nChanged 51
		SP:Iteration 8Q (27621.920000 sec): 3 clusters
  Score: Raw -540731.603328 + Penalty 4033.530911 = -536698.072417
  nChanged 55
		SP:Iteration 9Q (27622.080000 sec): 3 clusters
  Score: Raw -540764.086373 + Penalty 4033.530911 = -536730.555462
  nChanged 56
		SP:Iteration 10Q (27622.240000 sec): 3 clusters
  Score: Raw -540796.977878 + Penalty 4033.530911 = -536763.446966
  nChanged 73
		SP:Iteration 11Q (27622.400000 sec): 3 clusters
  Score: Raw -540850.040403 + Penalty 4033.530911 = -536816.509492
  nChanged 81
		SP:Iteration 12Q (27622.610000 sec): 3 clusters
  Score: Raw -540911.338408 + Penalty 4033.530911 = -536877.807497
  nChanged 88
		SP:Iteration 13Q (27622.770000 sec): 3 clusters
  Score: Raw -540982.044134 + Penalty 4033.530911 = -536948.513223
  nChanged 114
		SP:Iteration 14Q (27622.940000 sec): 3 clusters
  Score: Raw -541077.362757 + Penalty 4033.530911 = -537043.831845
  nChanged 129
		SP:Iteration 15Q (27623.110000 sec): 3 clusters
  Score: Raw -541209.382994 + Penalty 4033.530911 = -537175.852083
  nChanged 151
		SP:Iteration 16Q (27623.280000 sec): 3 clusters
  Score: Raw -541351.171909 + Penalty 4033.530911 = -537317.640997
  nChanged 127
		SP:Iteration 17Q (27623.450000 sec): 3 clusters
  Score: Raw -541468.243286 + Penalty 4033.530911 = -537434.712375
  nChanged 110
		SP:Iteration 18Q (27623.620000 sec): 3 clusters
  Score: Raw -541565.287154 + Penalty 4033.530911 = -537531.756242
  nChanged 91
		SP:Iteration 19Q (27623.790000 sec): 3 clusters
  Score: Raw -541654.008109 + Penalty 4033.530911 = -537620.477198
  nChanged 80
		SP:Iteration 20F (27623.960000 sec): 3 clusters
  Score: Raw -541732.526754 + Penalty 4033.530911 = -537698.995842
  nChanged 61
		SP:Iteration 21Q (27624.170000 sec): 3 clusters
  Score: Raw -541778.649458 + Penalty 4033.530911 = -537745.118547
  nChanged 54
		SP:Iteration 22Q (27624.340000 sec): 3 clusters
  Score: Raw -541819.225778 + Penalty 4033.530911 = -537785.694867
  nChanged 32
		SP:Iteration 23Q (27624.510000 sec): 3 clusters
  Score: Raw -541844.625998 + Penalty 4033.530911 = -537811.095086
  nChanged 35
		SP:Iteration 24Q (27624.680000 sec): 3 clusters
  Score: Raw -541872.722318 + Penalty 4033.530911 = -537839.191406
  nChanged 28
		SP:Iteration 25Q (27624.850000 sec): 3 clusters
  Score: Raw -541891.019891 + Penalty 4033.530911 = -537857.488980
  nChanged 22
		SP:Iteration 26Q (27625.050000 sec): 3 clusters
  Score: Raw -541903.445454 + Penalty 4033.530911 = -537869.914542
  nChanged 12
		SP:Iteration 27Q (27625.220000 sec): 3 clusters
  Score: Raw -541909.832249 + Penalty 4033.530911 = -537876.301338
  nChanged 10
		SP:Iteration 28Q (27625.390000 sec): 3 clusters
  Score: Raw -541914.584599 + Penalty 4033.530911 = -537881.053688
  nChanged 8
		SP:Iteration 29Q (27625.560000 sec): 3 clusters
  Score: Raw -541918.248574 + Penalty 4033.530911 = -537884.717663
  nChanged 7
		SP:Iteration 30Q (27625.730000 sec): 3 clusters
  Score: Raw -541921.712861 + Penalty 4033.530911 = -537888.181950
  nChanged 4
		SP:Iteration 31Q (27625.900000 sec): 3 clusters
  Score: Raw -541923.921975 + Penalty 4033.530911 = -537890.391064
  nChanged 4
		SP:Iteration 32Q (27626.070000 sec): 3 clusters
  Score: Raw -541925.206968 + Penalty 4033.530911 = -537891.676056
  nChanged 0
		SP:Iteration 33F (27626.230000 sec): 3 clusters
  Score: Raw -541925.206968 + Penalty 4033.530911 = -537891.676056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (8864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27626.340000 sec): 2 clusters
  Score: Raw -1255252.573222 + Penalty 2254.258845 = -1252998.314376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27626.570000 sec): 3 clusters
  Score: Raw -1250633.081911 + Penalty 4508.517691 = -1246124.564220
  nChanged 3635
		SP:Iteration 1F (27626.750000 sec): 3 clusters
  Score: Raw -1252942.020506 + Penalty 4508.517691 = -1248433.502815
  nChanged 775
		SP:Iteration 2F (27626.950000 sec): 3 clusters
  Score: Raw -1253600.283336 + Penalty 4508.517691 = -1249091.765645
  nChanged 724
		SP:Iteration 3F (27627.130000 sec): 3 clusters
  Score: Raw -1254383.142440 + Penalty 4508.517691 = -1249874.624749
  nChanged 702
		SP:Iteration 4F (27627.330000 sec): 3 clusters
  Score: Raw -1255211.268778 + Penalty 4508.517691 = -1250702.751087
  nChanged 659
		SP:Iteration 5F (27627.510000 sec): 3 clusters
  Score: Raw -1255918.865338 + Penalty 4508.517691 = -1251410.347647
  nChanged 577
		SP:Iteration 6F (27627.780000 sec): 3 clusters
  Score: Raw -1256443.092051 + Penalty 4508.517691 = -1251934.574360
  nChanged 366
		SP:Iteration 7Q (27627.930000 sec): 3 clusters
  Score: Raw -1256699.382255 + Penalty 4508.517691 = -1252190.864564
  nChanged 254
		SP:Iteration 8Q (27628.200000 sec): 3 clusters
  Score: Raw -1256839.233718 + Penalty 4508.517691 = -1252330.716027
  nChanged 178
		SP:Iteration 9Q (27628.360000 sec): 3 clusters
  Score: Raw -1256931.660698 + Penalty 4508.517691 = -1252423.143007
  nChanged 135
		SP:Iteration 10Q (27628.550000 sec): 3 clusters
  Score: Raw -1256996.211286 + Penalty 4508.517691 = -1252487.693595
  nChanged 107
		SP:Iteration 11Q (27628.740000 sec): 3 clusters
  Score: Raw -1257055.029434 + Penalty 4508.517691 = -1252546.511743
  nChanged 120
		SP:Iteration 12Q (27628.930000 sec): 3 clusters
  Score: Raw -1257137.397859 + Penalty 4508.517691 = -1252628.880168
  nChanged 110
		SP:Iteration 13Q (27629.110000 sec): 3 clusters
  Score: Raw -1257216.868355 + Penalty 4508.517691 = -1252708.350664
  nChanged 95
		SP:Iteration 14Q (27629.380000 sec): 3 clusters
  Score: Raw -1257256.432925 + Penalty 4508.517691 = -1252747.915234
  nChanged 68
		SP:Iteration 15Q (27629.570000 sec): 3 clusters
  Score: Raw -1257275.639317 + Penalty 4508.517691 = -1252767.121626
  nChanged 48
		SP:Iteration 16Q (27629.760000 sec): 3 clusters
  Score: Raw -1257285.838531 + Penalty 4508.517691 = -1252777.320840
  nChanged 26
		SP:Iteration 17Q (27629.950000 sec): 3 clusters
  Score: Raw -1257292.063357 + Penalty 4508.517691 = -1252783.545667
  nChanged 30
		SP:Iteration 18Q (27630.140000 sec): 3 clusters
  Score: Raw -1257297.829716 + Penalty 4508.517691 = -1252789.312025
  nChanged 20
		SP:Iteration 19Q (27630.330000 sec): 3 clusters
  Score: Raw -1257301.376297 + Penalty 4508.517691 = -1252792.858606
  nChanged 11
		SP:Iteration 20F (27630.520000 sec): 3 clusters
  Score: Raw -1257303.356537 + Penalty 4508.517691 = -1252794.838846
  nChanged 10
		SP:Iteration 21Q (27630.710000 sec): 3 clusters
  Score: Raw -1257305.300590 + Penalty 4508.517691 = -1252796.782899
  nChanged 5
		SP:Iteration 22Q (27630.900000 sec): 3 clusters
  Score: Raw -1257306.362614 + Penalty 4508.517691 = -1252797.844923
  nChanged 2
		SP:Iteration 23Q (27631.090000 sec): 3 clusters
  Score: Raw -1257306.791670 + Penalty 4508.517691 = -1252798.273979
  nChanged 2
		SP:Iteration 24Q (27631.320000 sec): 3 clusters
  Score: Raw -1257307.133436 + Penalty 4508.517691 = -1252798.615745
  nChanged 2
		SP:Iteration 25Q (27631.470000 sec): 3 clusters
  Score: Raw -1257307.451251 + Penalty 4508.517691 = -1252798.933561
  nChanged 8
		SP:Iteration 26Q (27631.700000 sec): 3 clusters
  Score: Raw -1257309.020352 + Penalty 4508.517691 = -1252800.502661
  nChanged 9
		SP:Iteration 27Q (27631.930000 sec): 3 clusters
  Score: Raw -1257310.325389 + Penalty 4508.517691 = -1252801.807698
  nChanged 4
		SP:Iteration 28Q (27632.120000 sec): 3 clusters
  Score: Raw -1257310.714600 + Penalty 4508.517691 = -1252802.196910
  nChanged 1
		SP:Iteration 29Q (27632.350000 sec): 3 clusters
  Score: Raw -1257310.878232 + Penalty 4508.517691 = -1252802.360541
  nChanged 0
		SP:Iteration 30F (27632.580000 sec): 3 clusters
  Score: Raw -1257310.878232 + Penalty 4508.517691 = -1252802.360541
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (6152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27632.670000 sec): 2 clusters
  Score: Raw -990053.087558 + Penalty 2163.684063 = -987889.403495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27632.860000 sec): 3 clusters
  Score: Raw -986960.259138 + Penalty 4327.368126 = -982632.891012
  nChanged 2419
		SP:Iteration 1F (27633.040000 sec): 3 clusters
  Score: Raw -988294.816453 + Penalty 4327.368126 = -983967.448327
  nChanged 487
		SP:Iteration 2F (27633.210000 sec): 3 clusters
  Score: Raw -988583.734661 + Penalty 4327.368126 = -984256.366535
  nChanged 353
		SP:Iteration 3F (27633.390000 sec): 3 clusters
  Score: Raw -988790.701862 + Penalty 4327.368126 = -984463.333737
  nChanged 301
		SP:Iteration 4Q (27633.570000 sec): 3 clusters
  Score: Raw -988981.861717 + Penalty 4327.368126 = -984654.493591
  nChanged 278
		SP:Iteration 5Q (27633.750000 sec): 3 clusters
  Score: Raw -989182.004572 + Penalty 4327.368126 = -984854.636446
  nChanged 290
		SP:Iteration 6Q (27633.930000 sec): 3 clusters
  Score: Raw -989383.259226 + Penalty 4327.368126 = -985055.891100
  nChanged 261
		SP:Iteration 7Q (27634.110000 sec): 3 clusters
  Score: Raw -989570.707896 + Penalty 4327.368126 = -985243.339771
  nChanged 232
		SP:Iteration 8Q (27634.290000 sec): 3 clusters
  Score: Raw -989753.818871 + Penalty 4327.368126 = -985426.450745
  nChanged 248
		SP:Iteration 9Q (27634.470000 sec): 3 clusters
  Score: Raw -989970.363944 + Penalty 4327.368126 = -985642.995818
  nChanged 234
		SP:Iteration 10Q (27634.650000 sec): 3 clusters
  Score: Raw -990202.313793 + Penalty 4327.368126 = -985874.945667
  nChanged 205
		SP:Iteration 11Q (27634.830000 sec): 3 clusters
  Score: Raw -990427.060488 + Penalty 4327.368126 = -986099.692363
  nChanged 197
		SP:Iteration 12Q (27635.010000 sec): 3 clusters
  Score: Raw -990603.316200 + Penalty 4327.368126 = -986275.948074
  nChanged 151
		SP:Iteration 13Q (27635.190000 sec): 3 clusters
  Score: Raw -990697.617976 + Penalty 4327.368126 = -986370.249850
  nChanged 106
		SP:Iteration 14Q (27635.370000 sec): 3 clusters
  Score: Raw -990759.981981 + Penalty 4327.368126 = -986432.613856
  nChanged 86
		SP:Iteration 15Q (27635.550000 sec): 3 clusters
  Score: Raw -990804.060006 + Penalty 4327.368126 = -986476.691880
  nChanged 72
		SP:Iteration 16Q (27635.730000 sec): 3 clusters
  Score: Raw -990832.849183 + Penalty 4327.368126 = -986505.481058
  nChanged 57
		SP:Iteration 17Q (27635.900000 sec): 3 clusters
  Score: Raw -990856.817593 + Penalty 4327.368126 = -986529.449467
  nChanged 38
		SP:Iteration 18Q (27636.080000 sec): 3 clusters
  Score: Raw -990870.442619 + Penalty 4327.368126 = -986543.074493
  nChanged 33
		SP:Iteration 19Q (27636.260000 sec): 3 clusters
  Score: Raw -990880.582628 + Penalty 4327.368126 = -986553.214503
  nChanged 27
		SP:Iteration 20F (27636.480000 sec): 3 clusters
  Score: Raw -990891.131961 + Penalty 4327.368126 = -986563.763835
  nChanged 26
		SP:Iteration 21Q (27636.700000 sec): 3 clusters
  Score: Raw -990902.889245 + Penalty 4327.368126 = -986575.521119
  nChanged 28
		SP:Iteration 22Q (27636.910000 sec): 3 clusters
  Score: Raw -990913.205541 + Penalty 4327.368126 = -986585.837416
  nChanged 22
		SP:Iteration 23Q (27637.120000 sec): 3 clusters
  Score: Raw -990923.658571 + Penalty 4327.368126 = -986596.290446
  nChanged 19
		SP:Iteration 24Q (27637.340000 sec): 3 clusters
  Score: Raw -990930.477462 + Penalty 4327.368126 = -986603.109336
  nChanged 17
		SP:Iteration 25Q (27637.590000 sec): 3 clusters
  Score: Raw -990935.850204 + Penalty 4327.368126 = -986608.482079
  nChanged 14
		SP:Iteration 26Q (27637.800000 sec): 3 clusters
  Score: Raw -990939.504876 + Penalty 4327.368126 = -986612.136751
  nChanged 10
		SP:Iteration 27Q (27638.000000 sec): 3 clusters
  Score: Raw -990943.190963 + Penalty 4327.368126 = -986615.822838
  nChanged 16
		SP:Iteration 28Q (27638.230000 sec): 3 clusters
  Score: Raw -990947.859216 + Penalty 4327.368126 = -986620.491091
  nChanged 15
		SP:Iteration 29Q (27638.440000 sec): 3 clusters
  Score: Raw -990953.602974 + Penalty 4327.368126 = -986626.234848
  nChanged 14
		SP:Iteration 30Q (27638.670000 sec): 3 clusters
  Score: Raw -990958.502563 + Penalty 4327.368126 = -986631.134438
  nChanged 24
		SP:Iteration 31Q (27638.870000 sec): 3 clusters
  Score: Raw -990966.361536 + Penalty 4327.368126 = -986638.993411
  nChanged 19
		SP:Iteration 32Q (27639.130000 sec): 3 clusters
  Score: Raw -990972.790713 + Penalty 4327.368126 = -986645.422587
  nChanged 13
		SP:Iteration 33Q (27639.370000 sec): 3 clusters
  Score: Raw -990976.118525 + Penalty 4327.368126 = -986648.750399
  nChanged 9
		SP:Iteration 34Q (27639.610000 sec): 3 clusters
  Score: Raw -990978.395844 + Penalty 4327.368126 = -986651.027718
  nChanged 9
		SP:Iteration 35Q (27639.880000 sec): 3 clusters
  Score: Raw -990980.459483 + Penalty 4327.368126 = -986653.091357
  nChanged 7
		SP:Iteration 36Q (27640.150000 sec): 3 clusters
  Score: Raw -990981.978332 + Penalty 4327.368126 = -986654.610206
  nChanged 7
		SP:Iteration 37Q (27640.360000 sec): 3 clusters
  Score: Raw -990984.172469 + Penalty 4327.368126 = -986656.804344
  nChanged 9
		SP:Iteration 38Q (27640.630000 sec): 3 clusters
  Score: Raw -990985.469620 + Penalty 4327.368126 = -986658.101495
  nChanged 6
		SP:Iteration 39Q (27640.880000 sec): 3 clusters
  Score: Raw -990986.448161 + Penalty 4327.368126 = -986659.080036
  nChanged 5
		SP:Iteration 40F (27641.140000 sec): 3 clusters
  Score: Raw -990987.279821 + Penalty 4327.368126 = -986659.911695
  nChanged 2
		SP:Iteration 41Q (27641.380000 sec): 3 clusters
  Score: Raw -990987.437812 + Penalty 4327.368126 = -986660.069687
  nChanged 2
		SP:Iteration 42Q (27641.650000 sec): 3 clusters
  Score: Raw -990988.078605 + Penalty 4327.368126 = -986660.710480
  nChanged 3
		SP:Iteration 43Q (27641.890000 sec): 3 clusters
  Score: Raw -990988.519631 + Penalty 4327.368126 = -986661.151506
  nChanged 3
		SP:Iteration 44Q (27642.060000 sec): 3 clusters
  Score: Raw -990989.432831 + Penalty 4327.368126 = -986662.064705
  nChanged 6
		SP:Iteration 45Q (27642.290000 sec): 3 clusters
  Score: Raw -990990.697402 + Penalty 4327.368126 = -986663.329276
  nChanged 6
		SP:Iteration 46Q (27642.450000 sec): 3 clusters
  Score: Raw -990992.068746 + Penalty 4327.368126 = -986664.700620
  nChanged 9
		SP:Iteration 47Q (27642.740000 sec): 3 clusters
  Score: Raw -990995.144462 + Penalty 4327.368126 = -986667.776336
  nChanged 7
		SP:Iteration 48Q (27642.970000 sec): 3 clusters
  Score: Raw -990997.133805 + Penalty 4327.368126 = -986669.765679
  nChanged 7
		SP:Iteration 49Q (27643.160000 sec): 3 clusters
  Score: Raw -990998.834527 + Penalty 4327.368126 = -986671.466401
  nChanged 10
		SP:Iteration 50Q (27643.360000 sec): 3 clusters
  Score: Raw -991001.247897 + Penalty 4327.368126 = -986673.879771
  nChanged 8
		SP:Iteration 51Q (27643.540000 sec): 3 clusters
  Score: Raw -991002.983922 + Penalty 4327.368126 = -986675.615796
  nChanged 8
		SP:Iteration 52Q (27643.750000 sec): 3 clusters
  Score: Raw -991005.506095 + Penalty 4327.368126 = -986678.137970
  nChanged 7
		SP:Iteration 53Q (27643.980000 sec): 3 clusters
  Score: Raw -991007.861340 + Penalty 4327.368126 = -986680.493214
  nChanged 7
		SP:Iteration 54Q (27644.170000 sec): 3 clusters
  Score: Raw -991009.453356 + Penalty 4327.368126 = -986682.085230
  nChanged 5
		SP:Iteration 55Q (27644.370000 sec): 3 clusters
  Score: Raw -991011.252592 + Penalty 4327.368126 = -986683.884466
  nChanged 5
		SP:Iteration 56Q (27644.530000 sec): 3 clusters
  Score: Raw -991012.165653 + Penalty 4327.368126 = -986684.797527
  nChanged 4
		SP:Iteration 57Q (27644.770000 sec): 3 clusters
  Score: Raw -991012.997829 + Penalty 4327.368126 = -986685.629703
  nChanged 9
		SP:Iteration 58Q (27644.980000 sec): 3 clusters
  Score: Raw -991014.668258 + Penalty 4327.368126 = -986687.300132
  nChanged 9
		SP:Iteration 59Q (27645.170000 sec): 3 clusters
  Score: Raw -991016.533439 + Penalty 4327.368126 = -986689.165314
  nChanged 5
		SP:Iteration 60F (27645.350000 sec): 3 clusters
  Score: Raw -991017.373744 + Penalty 4327.368126 = -986690.005618
  nChanged 4
		SP:Iteration 61Q (27645.510000 sec): 3 clusters
  Score: Raw -991018.016754 + Penalty 4327.368126 = -986690.648628
  nChanged 2
		SP:Iteration 62Q (27645.670000 sec): 3 clusters
  Score: Raw -991018.310303 + Penalty 4327.368126 = -986690.942178
  nChanged 1
		SP:Iteration 63Q (27645.820000 sec): 3 clusters
  Score: Raw -991018.606103 + Penalty 4327.368126 = -986691.237978
  nChanged 0
		SP:Iteration 64F (27646.030000 sec): 3 clusters
  Score: Raw -991018.606103 + Penalty 4327.368126 = -986691.237978
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (3732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27646.190000 sec): 2 clusters
  Score: Raw -560905.385078 + Penalty 2039.725491 = -558865.659587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27646.430000 sec): 3 clusters
  Score: Raw -559228.013476 + Penalty 4079.450983 = -555148.562493
  nChanged 1415
		SP:Iteration 1F (27646.650000 sec): 3 clusters
  Score: Raw -560137.267462 + Penalty 4079.450983 = -556057.816479
  nChanged 317
		SP:Iteration 2F (27646.870000 sec): 3 clusters
  Score: Raw -560423.365982 + Penalty 4079.450983 = -556343.914999
  nChanged 248
		SP:Iteration 3F (27647.070000 sec): 3 clusters
  Score: Raw -560691.508006 + Penalty 4079.450983 = -556612.057023
  nChanged 201
		SP:Iteration 4F (27647.270000 sec): 3 clusters
  Score: Raw -560874.337495 + Penalty 4079.450983 = -556794.886512
  nChanged 166
		SP:Iteration 5Q (27647.450000 sec): 3 clusters
  Score: Raw -561000.086054 + Penalty 4079.450983 = -556920.635071
  nChanged 152
		SP:Iteration 6Q (27647.680000 sec): 3 clusters
  Score: Raw -561125.959030 + Penalty 4079.450983 = -557046.508047
  nChanged 125
		SP:Iteration 7Q (27647.860000 sec): 3 clusters
  Score: Raw -561218.738744 + Penalty 4079.450983 = -557139.287761
  nChanged 105
		SP:Iteration 8Q (27648.030000 sec): 3 clusters
  Score: Raw -561289.100041 + Penalty 4079.450983 = -557209.649058
  nChanged 73
		SP:Iteration 9Q (27648.160000 sec): 3 clusters
  Score: Raw -561339.562677 + Penalty 4079.450983 = -557260.111694
  nChanged 78
		SP:Iteration 10Q (27648.310000 sec): 3 clusters
  Score: Raw -561408.409666 + Penalty 4079.450983 = -557328.958684
  nChanged 58
		SP:Iteration 11Q (27648.470000 sec): 3 clusters
  Score: Raw -561448.531523 + Penalty 4079.450983 = -557369.080541
  nChanged 40
		SP:Iteration 12Q (27648.600000 sec): 3 clusters
  Score: Raw -561472.296389 + Penalty 4079.450983 = -557392.845406
  nChanged 37
		SP:Iteration 13Q (27648.740000 sec): 3 clusters
  Score: Raw -561493.053725 + Penalty 4079.450983 = -557413.602742
  nChanged 30
		SP:Iteration 14Q (27648.940000 sec): 3 clusters
  Score: Raw -561510.814564 + Penalty 4079.450983 = -557431.363581
  nChanged 28
		SP:Iteration 15Q (27649.180000 sec): 3 clusters
  Score: Raw -561527.417261 + Penalty 4079.450983 = -557447.966278
  nChanged 24
		SP:Iteration 16Q (27649.340000 sec): 3 clusters
  Score: Raw -561542.176267 + Penalty 4079.450983 = -557462.725284
  nChanged 19
		SP:Iteration 17Q (27649.520000 sec): 3 clusters
  Score: Raw -561553.649997 + Penalty 4079.450983 = -557474.199014
  nChanged 15
		SP:Iteration 18Q (27649.630000 sec): 3 clusters
  Score: Raw -561560.861815 + Penalty 4079.450983 = -557481.410832
  nChanged 7
		SP:Iteration 19Q (27649.770000 sec): 3 clusters
  Score: Raw -561563.552907 + Penalty 4079.450983 = -557484.101924
  nChanged 5
		SP:Iteration 20F (27649.960000 sec): 3 clusters
  Score: Raw -561566.689032 + Penalty 4079.450983 = -557487.238049
  nChanged 3
		SP:Iteration 21Q (27650.140000 sec): 3 clusters
  Score: Raw -561568.595591 + Penalty 4079.450983 = -557489.144608
  nChanged 2
		SP:Iteration 22Q (27650.250000 sec): 3 clusters
  Score: Raw -561569.357306 + Penalty 4079.450983 = -557489.906323
  nChanged 3
		SP:Iteration 23Q (27650.400000 sec): 3 clusters
  Score: Raw -561570.348418 + Penalty 4079.450983 = -557490.897435
  nChanged 1
		SP:Iteration 24Q (27650.540000 sec): 3 clusters
  Score: Raw -561571.019958 + Penalty 4079.450983 = -557491.568975
  nChanged 1
		SP:Iteration 25Q (27650.750000 sec): 3 clusters
  Score: Raw -561571.646468 + Penalty 4079.450983 = -557492.195485
  nChanged 1
		SP:Iteration 26Q (27650.950000 sec): 3 clusters
  Score: Raw -561572.159120 + Penalty 4079.450983 = -557492.708137
  nChanged 1
		SP:Iteration 27Q (27651.090000 sec): 3 clusters
  Score: Raw -561572.944803 + Penalty 4079.450983 = -557493.493821
  nChanged 2
		SP:Iteration 28Q (27651.230000 sec): 3 clusters
  Score: Raw -561573.885524 + Penalty 4079.450983 = -557494.434542
  nChanged 0
		SP:Iteration 29F (27651.420000 sec): 3 clusters
  Score: Raw -561573.885524 + Penalty 4079.450983 = -557494.434542
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (10463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27651.610000 sec): 2 clusters
  Score: Raw -1611168.763981 + Penalty 2295.388925 = -1608873.375056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27651.830000 sec): 3 clusters
  Score: Raw -1605426.601511 + Penalty 4590.777850 = -1600835.823662
  nChanged 4408
		SP:Iteration 1F (27652.080000 sec): 3 clusters
  Score: Raw -1607739.279232 + Penalty 4590.777850 = -1603148.501382
  nChanged 749
		SP:Iteration 2F (27652.350000 sec): 3 clusters
  Score: Raw -1608105.620105 + Penalty 4590.777850 = -1603514.842255
  nChanged 585
		SP:Iteration 3F (27652.610000 sec): 3 clusters
  Score: Raw -1608373.780311 + Penalty 4590.777850 = -1603783.002462
  nChanged 493
		SP:Iteration 4Q (27652.900000 sec): 3 clusters
  Score: Raw -1608617.596000 + Penalty 4590.777850 = -1604026.818150
  nChanged 484
		SP:Iteration 5Q (27653.180000 sec): 3 clusters
  Score: Raw -1608863.669340 + Penalty 4590.777850 = -1604272.891490
  nChanged 470
		SP:Iteration 6Q (27653.450000 sec): 3 clusters
  Score: Raw -1609127.004738 + Penalty 4590.777850 = -1604536.226888
  nChanged 499
		SP:Iteration 7Q (27653.720000 sec): 3 clusters
  Score: Raw -1609443.383958 + Penalty 4590.777850 = -1604852.606108
  nChanged 522
		SP:Iteration 8Q (27653.940000 sec): 3 clusters
  Score: Raw -1609805.015786 + Penalty 4590.777850 = -1605214.237936
  nChanged 499
		SP:Iteration 9Q (27654.260000 sec): 3 clusters
  Score: Raw -1610137.317695 + Penalty 4590.777850 = -1605546.539845
  nChanged 475
		SP:Iteration 10Q (27654.500000 sec): 3 clusters
  Score: Raw -1610423.666256 + Penalty 4590.777850 = -1605832.888407
  nChanged 418
		SP:Iteration 11Q (27654.770000 sec): 3 clusters
  Score: Raw -1610660.041277 + Penalty 4590.777850 = -1606069.263427
  nChanged 351
		SP:Iteration 12Q (27655.000000 sec): 3 clusters
  Score: Raw -1610853.881013 + Penalty 4590.777850 = -1606263.103164
  nChanged 300
		SP:Iteration 13Q (27655.280000 sec): 3 clusters
  Score: Raw -1610995.866821 + Penalty 4590.777850 = -1606405.088971
  nChanged 261
		SP:Iteration 14Q (27655.530000 sec): 3 clusters
  Score: Raw -1611100.277986 + Penalty 4590.777850 = -1606509.500136
  nChanged 202
		SP:Iteration 15Q (27655.740000 sec): 3 clusters
  Score: Raw -1611178.736534 + Penalty 4590.777850 = -1606587.958684
  nChanged 156
		SP:Iteration 16Q (27655.980000 sec): 3 clusters
  Score: Raw -1611234.128668 + Penalty 4590.777850 = -1606643.350818
  nChanged 131
		SP:Iteration 17Q (27656.200000 sec): 3 clusters
  Score: Raw -1611286.725190 + Penalty 4590.777850 = -1606695.947340
  nChanged 153
		SP:Iteration 18Q (27656.440000 sec): 3 clusters
  Score: Raw -1611343.542742 + Penalty 4590.777850 = -1606752.764893
  nChanged 149
		SP:Iteration 19Q (27656.760000 sec): 3 clusters
  Score: Raw -1611396.055328 + Penalty 4590.777850 = -1606805.277478
  nChanged 118
		SP:Iteration 20F (27657.000000 sec): 3 clusters
  Score: Raw -1611438.683787 + Penalty 4590.777850 = -1606847.905937
  nChanged 119
		SP:Iteration 21Q (27657.270000 sec): 3 clusters
  Score: Raw -1611482.291819 + Penalty 4590.777850 = -1606891.513969
  nChanged 120
		SP:Iteration 22Q (27657.520000 sec): 3 clusters
  Score: Raw -1611528.312521 + Penalty 4590.777850 = -1606937.534672
  nChanged 119
		SP:Iteration 23Q (27657.720000 sec): 3 clusters
  Score: Raw -1611576.044494 + Penalty 4590.777850 = -1606985.266645
  nChanged 109
		SP:Iteration 24Q (27657.960000 sec): 3 clusters
  Score: Raw -1611630.416055 + Penalty 4590.777850 = -1607039.638206
  nChanged 130
		SP:Iteration 25Q (27658.170000 sec): 3 clusters
  Score: Raw -1611719.843620 + Penalty 4590.777850 = -1607129.065770
  nChanged 148
		SP:Iteration 26Q (27658.400000 sec): 3 clusters
  Score: Raw -1611826.938976 + Penalty 4590.777850 = -1607236.161127
  nChanged 158
		SP:Iteration 27Q (27658.650000 sec): 3 clusters
  Score: Raw -1611920.281045 + Penalty 4590.777850 = -1607329.503195
  nChanged 141
		SP:Iteration 28Q (27658.920000 sec): 3 clusters
  Score: Raw -1611997.155954 + Penalty 4590.777850 = -1607406.378105
  nChanged 132
		SP:Iteration 29Q (27659.160000 sec): 3 clusters
  Score: Raw -1612075.406818 + Penalty 4590.777850 = -1607484.628969
  nChanged 125
		SP:Iteration 30Q (27659.390000 sec): 3 clusters
  Score: Raw -1612125.952124 + Penalty 4590.777850 = -1607535.174275
  nChanged 88
		SP:Iteration 31Q (27659.660000 sec): 3 clusters
  Score: Raw -1612160.058708 + Penalty 4590.777850 = -1607569.280858
  nChanged 98
		SP:Iteration 32Q (27659.920000 sec): 3 clusters
  Score: Raw -1612196.239439 + Penalty 4590.777850 = -1607605.461589
  nChanged 87
		SP:Iteration 33Q (27660.160000 sec): 3 clusters
  Score: Raw -1612226.272239 + Penalty 4590.777850 = -1607635.494390
  nChanged 68
		SP:Iteration 34Q (27660.350000 sec): 3 clusters
  Score: Raw -1612243.971102 + Penalty 4590.777850 = -1607653.193252
  nChanged 50
		SP:Iteration 35Q (27660.600000 sec): 3 clusters
  Score: Raw -1612254.292752 + Penalty 4590.777850 = -1607663.514903
  nChanged 34
		SP:Iteration 36Q (27660.830000 sec): 3 clusters
  Score: Raw -1612262.280450 + Penalty 4590.777850 = -1607671.502601
  nChanged 32
		SP:Iteration 37Q (27661.060000 sec): 3 clusters
  Score: Raw -1612268.997355 + Penalty 4590.777850 = -1607678.219505
  nChanged 29
		SP:Iteration 38Q (27661.280000 sec): 3 clusters
  Score: Raw -1612275.293508 + Penalty 4590.777850 = -1607684.515658
  nChanged 23
		SP:Iteration 39Q (27661.520000 sec): 3 clusters
  Score: Raw -1612280.674184 + Penalty 4590.777850 = -1607689.896335
  nChanged 17
		SP:Iteration 40F (27661.720000 sec): 3 clusters
  Score: Raw -1612283.711026 + Penalty 4590.777850 = -1607692.933176
  nChanged 9
		SP:Iteration 41Q (27661.940000 sec): 3 clusters
  Score: Raw -1612285.748980 + Penalty 4590.777850 = -1607694.971130
  nChanged 15
		SP:Iteration 42Q (27662.070000 sec): 3 clusters
  Score: Raw -1612288.906743 + Penalty 4590.777850 = -1607698.128893
  nChanged 13
		SP:Iteration 43Q (27662.240000 sec): 3 clusters
  Score: Raw -1612290.613715 + Penalty 4590.777850 = -1607699.835865
  nChanged 6
		SP:Iteration 44Q (27662.410000 sec): 3 clusters
  Score: Raw -1612291.189834 + Penalty 4590.777850 = -1607700.411984
  nChanged 5
		SP:Iteration 45Q (27662.580000 sec): 3 clusters
  Score: Raw -1612291.881052 + Penalty 4590.777850 = -1607701.103203
  nChanged 5
		SP:Iteration 46Q (27662.780000 sec): 3 clusters
  Score: Raw -1612292.689451 + Penalty 4590.777850 = -1607701.911601
  nChanged 3
		SP:Iteration 47Q (27663.020000 sec): 3 clusters
  Score: Raw -1612293.130451 + Penalty 4590.777850 = -1607702.352601
  nChanged 3
		SP:Iteration 48Q (27663.240000 sec): 3 clusters
  Score: Raw -1612293.395138 + Penalty 4590.777850 = -1607702.617289
  nChanged 1
		SP:Iteration 49Q (27663.410000 sec): 3 clusters
  Score: Raw -1612293.494073 + Penalty 4590.777850 = -1607702.716224
  nChanged 2
		SP:Iteration 50Q (27663.580000 sec): 3 clusters
  Score: Raw -1612293.751570 + Penalty 4590.777850 = -1607702.973721
  nChanged 3
		SP:Iteration 51Q (27663.840000 sec): 3 clusters
  Score: Raw -1612294.180196 + Penalty 4590.777850 = -1607703.402346
  nChanged 1
		SP:Iteration 52Q (27664.100000 sec): 3 clusters
  Score: Raw -1612294.264232 + Penalty 4590.777850 = -1607703.486383
  nChanged 2
		SP:Iteration 53Q (27664.310000 sec): 3 clusters
  Score: Raw -1612294.475182 + Penalty 4590.777850 = -1607703.697332
  nChanged 1
		SP:Iteration 54Q (27664.550000 sec): 3 clusters
  Score: Raw -1612294.553512 + Penalty 4590.777850 = -1607703.775662
  nChanged 2
		SP:Iteration 55Q (27664.770000 sec): 3 clusters
  Score: Raw -1612294.855288 + Penalty 4590.777850 = -1607704.077439
  nChanged 4
		SP:Iteration 56Q (27664.980000 sec): 3 clusters
  Score: Raw -1612295.359119 + Penalty 4590.777850 = -1607704.581269
  nChanged 2
		SP:Iteration 57Q (27665.260000 sec): 3 clusters
  Score: Raw -1612295.677751 + Penalty 4590.777850 = -1607704.899901
  nChanged 2
		SP:Iteration 58Q (27665.510000 sec): 3 clusters
  Score: Raw -1612295.913948 + Penalty 4590.777850 = -1607705.136098
  nChanged 7
		SP:Iteration 59Q (27665.660000 sec): 3 clusters
  Score: Raw -1612297.119741 + Penalty 4590.777850 = -1607706.341891
  nChanged 9
		SP:Iteration 60F (27665.910000 sec): 3 clusters
  Score: Raw -1612298.653778 + Penalty 4590.777850 = -1607707.875929
  nChanged 8
		SP:Iteration 61Q (27666.160000 sec): 3 clusters
  Score: Raw -1612299.714381 + Penalty 4590.777850 = -1607708.936532
  nChanged 4
		SP:Iteration 62Q (27666.380000 sec): 3 clusters
  Score: Raw -1612300.300173 + Penalty 4590.777850 = -1607709.522323
  nChanged 2
		SP:Iteration 63Q (27666.570000 sec): 3 clusters
  Score: Raw -1612300.721271 + Penalty 4590.777850 = -1607709.943422
  nChanged 4
		SP:Iteration 64Q (27666.850000 sec): 3 clusters
  Score: Raw -1612301.140596 + Penalty 4590.777850 = -1607710.362746
  nChanged 4
		SP:Iteration 65Q (27667.040000 sec): 3 clusters
  Score: Raw -1612301.971884 + Penalty 4590.777850 = -1607711.194035
  nChanged 5
		SP:Iteration 66Q (27667.310000 sec): 3 clusters
  Score: Raw -1612302.630350 + Penalty 4590.777850 = -1607711.852501
  nChanged 4
		SP:Iteration 67Q (27667.520000 sec): 3 clusters
  Score: Raw -1612303.260039 + Penalty 4590.777850 = -1607712.482189
  nChanged 3
		SP:Iteration 68Q (27667.820000 sec): 3 clusters
  Score: Raw -1612303.476222 + Penalty 4590.777850 = -1607712.698372
  nChanged 4
		SP:Iteration 69Q (27668.040000 sec): 3 clusters
  Score: Raw -1612303.795238 + Penalty 4590.777850 = -1607713.017388
  nChanged 3
		SP:Iteration 70Q (27668.290000 sec): 3 clusters
  Score: Raw -1612304.341255 + Penalty 4590.777850 = -1607713.563406
  nChanged 3
		SP:Iteration 71Q (27668.510000 sec): 3 clusters
  Score: Raw -1612304.756775 + Penalty 4590.777850 = -1607713.978925
  nChanged 5
		SP:Iteration 72Q (27668.670000 sec): 3 clusters
  Score: Raw -1612305.251687 + Penalty 4590.777850 = -1607714.473837
  nChanged 2
		SP:Iteration 73Q (27668.850000 sec): 3 clusters
  Score: Raw -1612305.589581 + Penalty 4590.777850 = -1607714.811731
  nChanged 3
		SP:Iteration 74Q (27669.080000 sec): 3 clusters
  Score: Raw -1612306.344204 + Penalty 4590.777850 = -1607715.566354
  nChanged 3
		SP:Iteration 75Q (27669.290000 sec): 3 clusters
  Score: Raw -1612306.813240 + Penalty 4590.777850 = -1607716.035390
  nChanged 4
		SP:Iteration 76Q (27669.510000 sec): 3 clusters
  Score: Raw -1612307.263300 + Penalty 4590.777850 = -1607716.485451
  nChanged 6
		SP:Iteration 77Q (27669.720000 sec): 3 clusters
  Score: Raw -1612307.978748 + Penalty 4590.777850 = -1607717.200899
  nChanged 6
		SP:Iteration 78Q (27669.930000 sec): 3 clusters
  Score: Raw -1612308.917483 + Penalty 4590.777850 = -1607718.139633
  nChanged 4
		SP:Iteration 79Q (27670.150000 sec): 3 clusters
  Score: Raw -1612309.461913 + Penalty 4590.777850 = -1607718.684063
  nChanged 2
		SP:Iteration 80F (27670.340000 sec): 3 clusters
  Score: Raw -1612310.020388 + Penalty 4590.777850 = -1607719.242538
  nChanged 7
		SP:Iteration 81Q (27670.550000 sec): 3 clusters
  Score: Raw -1612311.059083 + Penalty 4590.777850 = -1607720.281234
  nChanged 9
		SP:Iteration 82Q (27670.700000 sec): 3 clusters
  Score: Raw -1612313.270001 + Penalty 4590.777850 = -1607722.492152
  nChanged 10
		SP:Iteration 83Q (27670.980000 sec): 3 clusters
  Score: Raw -1612315.608316 + Penalty 4590.777850 = -1607724.830467
  nChanged 6
		SP:Iteration 84Q (27671.190000 sec): 3 clusters
  Score: Raw -1612316.629105 + Penalty 4590.777850 = -1607725.851256
  nChanged 6
		SP:Iteration 85Q (27671.450000 sec): 3 clusters
  Score: Raw -1612317.675636 + Penalty 4590.777850 = -1607726.897786
  nChanged 4
		SP:Iteration 86Q (27671.710000 sec): 3 clusters
  Score: Raw -1612318.150677 + Penalty 4590.777850 = -1607727.372828
  nChanged 1
		SP:Iteration 87Q (27671.980000 sec): 3 clusters
  Score: Raw -1612318.246137 + Penalty 4590.777850 = -1607727.468288
  nChanged 0
		SP:Iteration 88F (27672.150000 sec): 3 clusters
  Score: Raw -1612318.246137 + Penalty 4590.777850 = -1607727.468288
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (7968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27672.280000 sec): 2 clusters
  Score: Raw -1212810.177094 + Penalty 2227.830822 = -1210582.346272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27672.460000 sec): 3 clusters
  Score: Raw -1208668.914009 + Penalty 4455.661644 = -1204213.252365
  nChanged 3202
		SP:Iteration 1F (27672.690000 sec): 3 clusters
  Score: Raw -1210534.935222 + Penalty 4455.661644 = -1206079.273578
  nChanged 592
		SP:Iteration 2F (27672.890000 sec): 3 clusters
  Score: Raw -1210894.515077 + Penalty 4455.661644 = -1206438.853432
  nChanged 432
		SP:Iteration 3F (27673.080000 sec): 3 clusters
  Score: Raw -1211153.688588 + Penalty 4455.661644 = -1206698.026943
  nChanged 375
		SP:Iteration 4Q (27673.300000 sec): 3 clusters
  Score: Raw -1211388.420205 + Penalty 4455.661644 = -1206932.758560
  nChanged 336
		SP:Iteration 5Q (27673.560000 sec): 3 clusters
  Score: Raw -1211618.701783 + Penalty 4455.661644 = -1207163.040139
  nChanged 332
		SP:Iteration 6Q (27673.840000 sec): 3 clusters
  Score: Raw -1211851.518786 + Penalty 4455.661644 = -1207395.857142
  nChanged 286
		SP:Iteration 7Q (27674.080000 sec): 3 clusters
  Score: Raw -1212043.546474 + Penalty 4455.661644 = -1207587.884829
  nChanged 274
		SP:Iteration 8Q (27674.260000 sec): 3 clusters
  Score: Raw -1212211.067014 + Penalty 4455.661644 = -1207755.405369
  nChanged 231
		SP:Iteration 9Q (27674.490000 sec): 3 clusters
  Score: Raw -1212369.571872 + Penalty 4455.661644 = -1207913.910228
  nChanged 243
		SP:Iteration 10Q (27674.720000 sec): 3 clusters
  Score: Raw -1212547.328712 + Penalty 4455.661644 = -1208091.667068
  nChanged 216
		SP:Iteration 11Q (27674.910000 sec): 3 clusters
  Score: Raw -1212689.692144 + Penalty 4455.661644 = -1208234.030500
  nChanged 191
		SP:Iteration 12Q (27675.120000 sec): 3 clusters
  Score: Raw -1212816.832523 + Penalty 4455.661644 = -1208361.170878
  nChanged 174
		SP:Iteration 13Q (27675.410000 sec): 3 clusters
  Score: Raw -1212928.013966 + Penalty 4455.661644 = -1208472.352321
  nChanged 154
		SP:Iteration 14Q (27675.660000 sec): 3 clusters
  Score: Raw -1213017.746061 + Penalty 4455.661644 = -1208562.084417
  nChanged 123
		SP:Iteration 15Q (27675.860000 sec): 3 clusters
  Score: Raw -1213101.164540 + Penalty 4455.661644 = -1208645.502895
  nChanged 121
		SP:Iteration 16Q (27676.060000 sec): 3 clusters
  Score: Raw -1213190.533959 + Penalty 4455.661644 = -1208734.872314
  nChanged 102
		SP:Iteration 17Q (27676.280000 sec): 3 clusters
  Score: Raw -1213261.898656 + Penalty 4455.661644 = -1208806.237012
  nChanged 93
		SP:Iteration 18Q (27676.560000 sec): 3 clusters
  Score: Raw -1213326.720164 + Penalty 4455.661644 = -1208871.058520
  nChanged 83
		SP:Iteration 19Q (27676.770000 sec): 3 clusters
  Score: Raw -1213374.845477 + Penalty 4455.661644 = -1208919.183832
  nChanged 73
		SP:Iteration 20F (27676.980000 sec): 3 clusters
  Score: Raw -1213419.247958 + Penalty 4455.661644 = -1208963.586314
  nChanged 68
		SP:Iteration 21Q (27677.200000 sec): 3 clusters
  Score: Raw -1213459.814111 + Penalty 4455.661644 = -1209004.152466
  nChanged 49
		SP:Iteration 22Q (27677.500000 sec): 3 clusters
  Score: Raw -1213488.563898 + Penalty 4455.661644 = -1209032.902254
  nChanged 42
		SP:Iteration 23Q (27677.760000 sec): 3 clusters
  Score: Raw -1213519.076917 + Penalty 4455.661644 = -1209063.415272
  nChanged 42
		SP:Iteration 24Q (27677.960000 sec): 3 clusters
  Score: Raw -1213542.895800 + Penalty 4455.661644 = -1209087.234155
  nChanged 30
		SP:Iteration 25Q (27678.170000 sec): 3 clusters
  Score: Raw -1213559.190942 + Penalty 4455.661644 = -1209103.529297
  nChanged 28
		SP:Iteration 26Q (27678.380000 sec): 3 clusters
  Score: Raw -1213571.872079 + Penalty 4455.661644 = -1209116.210435
  nChanged 21
		SP:Iteration 27Q (27678.570000 sec): 3 clusters
  Score: Raw -1213582.851143 + Penalty 4455.661644 = -1209127.189499
  nChanged 17
		SP:Iteration 28Q (27678.790000 sec): 3 clusters
  Score: Raw -1213591.019019 + Penalty 4455.661644 = -1209135.357374
  nChanged 18
		SP:Iteration 29Q (27678.970000 sec): 3 clusters
  Score: Raw -1213598.568534 + Penalty 4455.661644 = -1209142.906890
  nChanged 10
		SP:Iteration 30Q (27679.230000 sec): 3 clusters
  Score: Raw -1213602.740178 + Penalty 4455.661644 = -1209147.078534
  nChanged 4
		SP:Iteration 31Q (27679.430000 sec): 3 clusters
  Score: Raw -1213604.367203 + Penalty 4455.661644 = -1209148.705559
  nChanged 6
		SP:Iteration 32Q (27679.580000 sec): 3 clusters
  Score: Raw -1213606.401890 + Penalty 4455.661644 = -1209150.740245
  nChanged 1
		SP:Iteration 33Q (27679.800000 sec): 3 clusters
  Score: Raw -1213606.826479 + Penalty 4455.661644 = -1209151.164834
  nChanged 2
		SP:Iteration 34Q (27680.030000 sec): 3 clusters
  Score: Raw -1213608.005921 + Penalty 4455.661644 = -1209152.344277
  nChanged 2
		SP:Iteration 35Q (27680.260000 sec): 3 clusters
  Score: Raw -1213608.878204 + Penalty 4455.661644 = -1209153.216559
  nChanged 3
		SP:Iteration 36Q (27680.430000 sec): 3 clusters
  Score: Raw -1213609.737797 + Penalty 4455.661644 = -1209154.076152
  nChanged 3
		SP:Iteration 37Q (27680.710000 sec): 3 clusters
  Score: Raw -1213610.817821 + Penalty 4455.661644 = -1209155.156176
  nChanged 3
		SP:Iteration 38Q (27680.870000 sec): 3 clusters
  Score: Raw -1213611.702397 + Penalty 4455.661644 = -1209156.040753
  nChanged 2
		SP:Iteration 39Q (27681.080000 sec): 3 clusters
  Score: Raw -1213612.178181 + Penalty 4455.661644 = -1209156.516536
  nChanged 3
		SP:Iteration 40F (27681.280000 sec): 3 clusters
  Score: Raw -1213613.818553 + Penalty 4455.661644 = -1209158.156908
  nChanged 6
		SP:Iteration 41Q (27681.510000 sec): 3 clusters
  Score: Raw -1213615.797698 + Penalty 4455.661644 = -1209160.136054
  nChanged 4
		SP:Iteration 42Q (27681.740000 sec): 3 clusters
  Score: Raw -1213617.524472 + Penalty 4455.661644 = -1209161.862827
  nChanged 3
		SP:Iteration 43Q (27681.910000 sec): 3 clusters
  Score: Raw -1213619.847267 + Penalty 4455.661644 = -1209164.185622
  nChanged 8
		SP:Iteration 44Q (27682.140000 sec): 3 clusters
  Score: Raw -1213622.912247 + Penalty 4455.661644 = -1209167.250602
  nChanged 3
		SP:Iteration 45Q (27682.390000 sec): 3 clusters
  Score: Raw -1213624.551151 + Penalty 4455.661644 = -1209168.889507
  nChanged 2
		SP:Iteration 46Q (27682.660000 sec): 3 clusters
  Score: Raw -1213625.196725 + Penalty 4455.661644 = -1209169.535080
  nChanged 1
		SP:Iteration 47Q (27682.930000 sec): 3 clusters
  Score: Raw -1213625.507049 + Penalty 4455.661644 = -1209169.845404
  nChanged 0
		SP:Iteration 48F (27683.140000 sec): 3 clusters
  Score: Raw -1213625.507049 + Penalty 4455.661644 = -1209169.845404
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (27068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27683.450000 sec): 2 clusters
  Score: Raw -4245282.315908 + Penalty 2531.114659 = -4242751.201249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27683.810000 sec): 3 clusters
  Score: Raw -4229146.493060 + Penalty 5062.229319 = -4224084.263741
  nChanged 12140
		SP:Iteration 1F (27684.150000 sec): 3 clusters
  Score: Raw -4235570.859736 + Penalty 5062.229319 = -4230508.630418
  nChanged 1331
		SP:Iteration 2Q (27684.510000 sec): 3 clusters
  Score: Raw -4236034.471845 + Penalty 5062.229319 = -4230972.242527
  nChanged 1204
		SP:Iteration 3Q (27684.920000 sec): 3 clusters
  Score: Raw -4236456.823330 + Penalty 5062.229319 = -4231394.594011
  nChanged 1104
		SP:Iteration 4Q (27685.310000 sec): 3 clusters
  Score: Raw -4236845.699192 + Penalty 5062.229319 = -4231783.469874
  nChanged 1079
		SP:Iteration 5Q (27685.710000 sec): 3 clusters
  Score: Raw -4237242.617905 + Penalty 5062.229319 = -4232180.388587
  nChanged 1095
		SP:Iteration 6Q (27686.040000 sec): 3 clusters
  Score: Raw -4237676.452551 + Penalty 5062.229319 = -4232614.223233
  nChanged 1175
		SP:Iteration 7Q (27686.390000 sec): 3 clusters
  Score: Raw -4238184.458526 + Penalty 5062.229319 = -4233122.229207
  nChanged 1230
		SP:Iteration 8Q (27686.810000 sec): 3 clusters
  Score: Raw -4238775.374656 + Penalty 5062.229319 = -4233713.145338
  nChanged 1317
		SP:Iteration 9Q (27687.210000 sec): 3 clusters
  Score: Raw -4239450.902595 + Penalty 5062.229319 = -4234388.673276
  nChanged 1339
		SP:Iteration 10Q (27687.570000 sec): 3 clusters
  Score: Raw -4240215.329250 + Penalty 5062.229319 = -4235153.099931
  nChanged 1315
		SP:Iteration 11Q (27687.900000 sec): 3 clusters
  Score: Raw -4241035.284469 + Penalty 5062.229319 = -4235973.055150
  nChanged 1196
		SP:Iteration 12Q (27688.280000 sec): 3 clusters
  Score: Raw -4241808.259745 + Penalty 5062.229319 = -4236746.030427
  nChanged 1105
		SP:Iteration 13Q (27688.710000 sec): 3 clusters
  Score: Raw -4242517.868392 + Penalty 5062.229319 = -4237455.639073
  nChanged 910
		SP:Iteration 14Q (27689.090000 sec): 3 clusters
  Score: Raw -4243109.426291 + Penalty 5062.229319 = -4238047.196972
  nChanged 786
		SP:Iteration 15Q (27689.490000 sec): 3 clusters
  Score: Raw -4243598.983667 + Penalty 5062.229319 = -4238536.754349
  nChanged 622
		SP:Iteration 16Q (27689.870000 sec): 3 clusters
  Score: Raw -4244001.716733 + Penalty 5062.229319 = -4238939.487414
  nChanged 536
		SP:Iteration 17Q (27690.240000 sec): 3 clusters
  Score: Raw -4244320.873095 + Penalty 5062.229319 = -4239258.643777
  nChanged 421
		SP:Iteration 18Q (27690.660000 sec): 3 clusters
  Score: Raw -4244553.475967 + Penalty 5062.229319 = -4239491.246648
  nChanged 321
		SP:Iteration 19Q (27690.990000 sec): 3 clusters
  Score: Raw -4244714.399912 + Penalty 5062.229319 = -4239652.170593
  nChanged 273
		SP:Iteration 20F (27691.380000 sec): 3 clusters
  Score: Raw -4244848.954806 + Penalty 5062.229319 = -4239786.725487
  nChanged 232
		SP:Iteration 21Q (27691.690000 sec): 3 clusters
  Score: Raw -4244967.926032 + Penalty 5062.229319 = -4239905.696714
  nChanged 207
		SP:Iteration 22Q (27692.010000 sec): 3 clusters
  Score: Raw -4245072.549366 + Penalty 5062.229319 = -4240010.320047
  nChanged 177
		SP:Iteration 23Q (27692.320000 sec): 3 clusters
  Score: Raw -4245162.794852 + Penalty 5062.229319 = -4240100.565533
  nChanged 145
		SP:Iteration 24Q (27692.710000 sec): 3 clusters
  Score: Raw -4245236.316997 + Penalty 5062.229319 = -4240174.087678
  nChanged 121
		SP:Iteration 25Q (27693.060000 sec): 3 clusters
  Score: Raw -4245301.313393 + Penalty 5062.229319 = -4240239.084074
  nChanged 108
		SP:Iteration 26Q (27693.370000 sec): 3 clusters
  Score: Raw -4245352.156419 + Penalty 5062.229319 = -4240289.927100
  nChanged 96
		SP:Iteration 27Q (27693.730000 sec): 3 clusters
  Score: Raw -4245406.655437 + Penalty 5062.229319 = -4240344.426118
  nChanged 79
		SP:Iteration 28Q (27694.040000 sec): 3 clusters
  Score: Raw -4245461.406841 + Penalty 5062.229319 = -4240399.177522
  nChanged 83
		SP:Iteration 29Q (27694.440000 sec): 3 clusters
  Score: Raw -4245538.761651 + Penalty 5062.229319 = -4240476.532333
  nChanged 97
		SP:Iteration 30Q (27694.810000 sec): 3 clusters
  Score: Raw -4245637.575058 + Penalty 5062.229319 = -4240575.345740
  nChanged 104
		SP:Iteration 31Q (27695.140000 sec): 3 clusters
  Score: Raw -4245733.365290 + Penalty 5062.229319 = -4240671.135971
  nChanged 90
		SP:Iteration 32Q (27695.510000 sec): 3 clusters
  Score: Raw -4245802.776596 + Penalty 5062.229319 = -4240740.547277
  nChanged 73
		SP:Iteration 33Q (27695.830000 sec): 3 clusters
  Score: Raw -4245857.805232 + Penalty 5062.229319 = -4240795.575913
  nChanged 69
		SP:Iteration 34Q (27696.200000 sec): 3 clusters
  Score: Raw -4245892.868239 + Penalty 5062.229319 = -4240830.638920
  nChanged 52
		SP:Iteration 35Q (27696.580000 sec): 3 clusters
  Score: Raw -4245915.223312 + Penalty 5062.229319 = -4240852.993994
  nChanged 32
		SP:Iteration 36Q (27697.000000 sec): 3 clusters
  Score: Raw -4245927.766173 + Penalty 5062.229319 = -4240865.536854
  nChanged 28
		SP:Iteration 37Q (27697.350000 sec): 3 clusters
  Score: Raw -4245935.801318 + Penalty 5062.229319 = -4240873.571999
  nChanged 16
		SP:Iteration 38Q (27697.660000 sec): 3 clusters
  Score: Raw -4245939.837154 + Penalty 5062.229319 = -4240877.607835
  nChanged 12
		SP:Iteration 39Q (27698.040000 sec): 3 clusters
  Score: Raw -4245944.344687 + Penalty 5062.229319 = -4240882.115368
  nChanged 10
		SP:Iteration 40F (27698.410000 sec): 3 clusters
  Score: Raw -4245946.871669 + Penalty 5062.229319 = -4240884.642351
  nChanged 4
		SP:Iteration 41Q (27698.720000 sec): 3 clusters
  Score: Raw -4245948.174328 + Penalty 5062.229319 = -4240885.945010
  nChanged 6
		SP:Iteration 42Q (27699.090000 sec): 3 clusters
  Score: Raw -4245949.414269 + Penalty 5062.229319 = -4240887.184950
  nChanged 2
		SP:Iteration 43Q (27699.450000 sec): 3 clusters
  Score: Raw -4245949.678751 + Penalty 5062.229319 = -4240887.449432
  nChanged 3
		SP:Iteration 44Q (27699.760000 sec): 3 clusters
  Score: Raw -4245950.469840 + Penalty 5062.229319 = -4240888.240522
  nChanged 3
		SP:Iteration 45Q (27700.080000 sec): 3 clusters
  Score: Raw -4245951.582438 + Penalty 5062.229319 = -4240889.353119
  nChanged 1
		SP:Iteration 46Q (27700.450000 sec): 3 clusters
  Score: Raw -4245951.711934 + Penalty 5062.229319 = -4240889.482616
  nChanged 1
		SP:Iteration 47Q (27700.730000 sec): 3 clusters
  Score: Raw -4245951.984829 + Penalty 5062.229319 = -4240889.755511
  nChanged 0
		SP:Iteration 48F (27701.120000 sec): 3 clusters
  Score: Raw -4245951.984829 + Penalty 5062.229319 = -4240889.755511
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (22641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27701.340000 sec): 2 clusters
  Score: Raw -3605218.126663 + Penalty 2486.824390 = -3602731.302273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27701.640000 sec): 3 clusters
  Score: Raw -3592000.844249 + Penalty 4973.648780 = -3587027.195470
  nChanged 10058
		SP:Iteration 1F (27701.970000 sec): 3 clusters
  Score: Raw -3597613.080435 + Penalty 4973.648780 = -3592639.431655
  nChanged 1290
		SP:Iteration 2F (27702.280000 sec): 3 clusters
  Score: Raw -3598224.563185 + Penalty 4973.648780 = -3593250.914405
  nChanged 1251
		SP:Iteration 3F (27702.660000 sec): 3 clusters
  Score: Raw -3598876.641521 + Penalty 4973.648780 = -3593902.992741
  nChanged 1215
		SP:Iteration 4F (27703.020000 sec): 3 clusters
  Score: Raw -3599598.494544 + Penalty 4973.648780 = -3594624.845764
  nChanged 1316
		SP:Iteration 5F (27703.290000 sec): 3 clusters
  Score: Raw -3600443.828288 + Penalty 4973.648780 = -3595470.179508
  nChanged 1344
		SP:Iteration 6F (27703.610000 sec): 3 clusters
  Score: Raw -3601357.693161 + Penalty 4973.648780 = -3596384.044381
  nChanged 1278
		SP:Iteration 7F (27703.990000 sec): 3 clusters
  Score: Raw -3602227.230114 + Penalty 4973.648780 = -3597253.581334
  nChanged 1186
		SP:Iteration 8F (27704.380000 sec): 3 clusters
  Score: Raw -3602964.945941 + Penalty 4973.648780 = -3597991.297162
  nChanged 981
		SP:Iteration 9Q (27704.730000 sec): 3 clusters
  Score: Raw -3603509.373456 + Penalty 4973.648780 = -3598535.724676
  nChanged 786
		SP:Iteration 10Q (27705.060000 sec): 3 clusters
  Score: Raw -3603917.782378 + Penalty 4973.648780 = -3598944.133599
  nChanged 660
		SP:Iteration 11Q (27705.450000 sec): 3 clusters
  Score: Raw -3604228.322282 + Penalty 4973.648780 = -3599254.673502
  nChanged 512
		SP:Iteration 12Q (27705.810000 sec): 3 clusters
  Score: Raw -3604428.485767 + Penalty 4973.648780 = -3599454.836987
  nChanged 347
		SP:Iteration 13Q (27706.140000 sec): 3 clusters
  Score: Raw -3604534.301955 + Penalty 4973.648780 = -3599560.653175
  nChanged 276
		SP:Iteration 14Q (27706.440000 sec): 3 clusters
  Score: Raw -3604609.933608 + Penalty 4973.648780 = -3599636.284828
  nChanged 228
		SP:Iteration 15Q (27706.770000 sec): 3 clusters
  Score: Raw -3604663.337137 + Penalty 4973.648780 = -3599689.688358
  nChanged 198
		SP:Iteration 16Q (27707.090000 sec): 3 clusters
  Score: Raw -3604707.902787 + Penalty 4973.648780 = -3599734.254007
  nChanged 169
		SP:Iteration 17Q (27707.410000 sec): 3 clusters
  Score: Raw -3604740.771900 + Penalty 4973.648780 = -3599767.123121
  nChanged 132
		SP:Iteration 18Q (27707.660000 sec): 3 clusters
  Score: Raw -3604763.280344 + Penalty 4973.648780 = -3599789.631564
  nChanged 102
		SP:Iteration 19Q (27708.020000 sec): 3 clusters
  Score: Raw -3604777.611031 + Penalty 4973.648780 = -3599803.962252
  nChanged 81
		SP:Iteration 20F (27708.340000 sec): 3 clusters
  Score: Raw -3604787.332616 + Penalty 4973.648780 = -3599813.683837
  nChanged 66
		SP:Iteration 21Q (27708.730000 sec): 3 clusters
  Score: Raw -3604796.539290 + Penalty 4973.648780 = -3599822.890510
  nChanged 60
		SP:Iteration 22Q (27709.120000 sec): 3 clusters
  Score: Raw -3604804.000491 + Penalty 4973.648780 = -3599830.351712
  nChanged 55
		SP:Iteration 23Q (27709.470000 sec): 3 clusters
  Score: Raw -3604810.732810 + Penalty 4973.648780 = -3599837.084031
  nChanged 46
		SP:Iteration 24Q (27709.770000 sec): 3 clusters
  Score: Raw -3604815.656902 + Penalty 4973.648780 = -3599842.008122
  nChanged 52
		SP:Iteration 25Q (27710.120000 sec): 3 clusters
  Score: Raw -3604820.622835 + Penalty 4973.648780 = -3599846.974056
  nChanged 36
		SP:Iteration 26Q (27710.430000 sec): 3 clusters
  Score: Raw -3604823.846885 + Penalty 4973.648780 = -3599850.198105
  nChanged 32
		SP:Iteration 27Q (27710.770000 sec): 3 clusters
  Score: Raw -3604826.635328 + Penalty 4973.648780 = -3599852.986549
  nChanged 31
		SP:Iteration 28Q (27711.030000 sec): 3 clusters
  Score: Raw -3604829.068027 + Penalty 4973.648780 = -3599855.419248
  nChanged 26
		SP:Iteration 29Q (27711.370000 sec): 3 clusters
  Score: Raw -3604831.226356 + Penalty 4973.648780 = -3599857.577576
  nChanged 24
		SP:Iteration 30Q (27711.630000 sec): 3 clusters
  Score: Raw -3604833.664438 + Penalty 4973.648780 = -3599860.015658
  nChanged 25
		SP:Iteration 31Q (27711.970000 sec): 3 clusters
  Score: Raw -3604836.293746 + Penalty 4973.648780 = -3599862.644966
  nChanged 24
		SP:Iteration 32Q (27712.330000 sec): 3 clusters
  Score: Raw -3604838.602050 + Penalty 4973.648780 = -3599864.953270
  nChanged 16
		SP:Iteration 33Q (27712.710000 sec): 3 clusters
  Score: Raw -3604839.994595 + Penalty 4973.648780 = -3599866.345815
  nChanged 10
		SP:Iteration 34Q (27713.040000 sec): 3 clusters
  Score: Raw -3604840.600183 + Penalty 4973.648780 = -3599866.951404
  nChanged 10
		SP:Iteration 35Q (27713.340000 sec): 3 clusters
  Score: Raw -3604841.374715 + Penalty 4973.648780 = -3599867.725935
  nChanged 13
		SP:Iteration 36Q (27713.690000 sec): 3 clusters
  Score: Raw -3604842.506442 + Penalty 4973.648780 = -3599868.857662
  nChanged 13
		SP:Iteration 37Q (27714.060000 sec): 3 clusters
  Score: Raw -3604843.354524 + Penalty 4973.648780 = -3599869.705745
  nChanged 17
		SP:Iteration 38Q (27714.420000 sec): 3 clusters
  Score: Raw -3604844.442365 + Penalty 4973.648780 = -3599870.793585
  nChanged 14
		SP:Iteration 39Q (27714.720000 sec): 3 clusters
  Score: Raw -3604845.738096 + Penalty 4973.648780 = -3599872.089316
  nChanged 16
		SP:Iteration 40F (27715.080000 sec): 3 clusters
  Score: Raw -3604847.289847 + Penalty 4973.648780 = -3599873.641068
  nChanged 12
		SP:Iteration 41Q (27715.470000 sec): 3 clusters
  Score: Raw -3604848.560078 + Penalty 4973.648780 = -3599874.911298
  nChanged 16
		SP:Iteration 42Q (27715.840000 sec): 3 clusters
  Score: Raw -3604850.178263 + Penalty 4973.648780 = -3599876.529484
  nChanged 17
		SP:Iteration 43Q (27716.220000 sec): 3 clusters
  Score: Raw -3604851.793080 + Penalty 4973.648780 = -3599878.144300
  nChanged 18
		SP:Iteration 44Q (27716.570000 sec): 3 clusters
  Score: Raw -3604853.099324 + Penalty 4973.648780 = -3599879.450544
  nChanged 20
		SP:Iteration 45Q (27716.920000 sec): 3 clusters
  Score: Raw -3604855.249068 + Penalty 4973.648780 = -3599881.600288
  nChanged 28
		SP:Iteration 46Q (27717.280000 sec): 3 clusters
  Score: Raw -3604857.916654 + Penalty 4973.648780 = -3599884.267875
  nChanged 30
		SP:Iteration 47Q (27717.580000 sec): 3 clusters
  Score: Raw -3604861.048370 + Penalty 4973.648780 = -3599887.399591
  nChanged 37
		SP:Iteration 48Q (27717.900000 sec): 3 clusters
  Score: Raw -3604864.918915 + Penalty 4973.648780 = -3599891.270135
  nChanged 37
		SP:Iteration 49Q (27718.240000 sec): 3 clusters
  Score: Raw -3604869.758999 + Penalty 4973.648780 = -3599896.110219
  nChanged 40
		SP:Iteration 50Q (27718.560000 sec): 3 clusters
  Score: Raw -3604874.776545 + Penalty 4973.648780 = -3599901.127765
  nChanged 39
		SP:Iteration 51Q (27718.850000 sec): 3 clusters
  Score: Raw -3604879.643453 + Penalty 4973.648780 = -3599905.994674
  nChanged 43
		SP:Iteration 52Q (27719.130000 sec): 3 clusters
  Score: Raw -3604885.537572 + Penalty 4973.648780 = -3599911.888792
  nChanged 51
		SP:Iteration 53Q (27719.480000 sec): 3 clusters
  Score: Raw -3604892.588135 + Penalty 4973.648780 = -3599918.939355
  nChanged 47
		SP:Iteration 54Q (27719.820000 sec): 3 clusters
  Score: Raw -3604898.464213 + Penalty 4973.648780 = -3599924.815433
  nChanged 49
		SP:Iteration 55Q (27720.220000 sec): 3 clusters
  Score: Raw -3604903.658617 + Penalty 4973.648780 = -3599930.009838
  nChanged 37
		SP:Iteration 56Q (27720.570000 sec): 3 clusters
  Score: Raw -3604907.150779 + Penalty 4973.648780 = -3599933.501999
  nChanged 34
		SP:Iteration 57Q (27720.900000 sec): 3 clusters
  Score: Raw -3604910.380637 + Penalty 4973.648780 = -3599936.731857
  nChanged 28
		SP:Iteration 58Q (27721.190000 sec): 3 clusters
  Score: Raw -3604912.701678 + Penalty 4973.648780 = -3599939.052899
  nChanged 26
		SP:Iteration 59Q (27721.580000 sec): 3 clusters
  Score: Raw -3604915.382609 + Penalty 4973.648780 = -3599941.733829
  nChanged 27
		SP:Iteration 60F (27721.930000 sec): 3 clusters
  Score: Raw -3604917.624212 + Penalty 4973.648780 = -3599943.975432
  nChanged 29
		SP:Iteration 61Q (27722.270000 sec): 3 clusters
  Score: Raw -3604920.985410 + Penalty 4973.648780 = -3599947.336631
  nChanged 38
		SP:Iteration 62Q (27722.640000 sec): 3 clusters
  Score: Raw -3604924.491036 + Penalty 4973.648780 = -3599950.842257
  nChanged 30
		SP:Iteration 63Q (27722.940000 sec): 3 clusters
  Score: Raw -3604927.745004 + Penalty 4973.648780 = -3599954.096225
  nChanged 38
		SP:Iteration 64Q (27723.270000 sec): 3 clusters
  Score: Raw -3604932.603687 + Penalty 4973.648780 = -3599958.954907
  nChanged 42
		SP:Iteration 65Q (27723.600000 sec): 3 clusters
  Score: Raw -3604938.203692 + Penalty 4973.648780 = -3599964.554912
  nChanged 45
		SP:Iteration 66Q (27723.980000 sec): 3 clusters
  Score: Raw -3604944.773624 + Penalty 4973.648780 = -3599971.124845
  nChanged 49
		SP:Iteration 67Q (27724.350000 sec): 3 clusters
  Score: Raw -3604951.830146 + Penalty 4973.648780 = -3599978.181366
  nChanged 42
		SP:Iteration 68Q (27724.680000 sec): 3 clusters
  Score: Raw -3604957.316044 + Penalty 4973.648780 = -3599983.667265
  nChanged 51
		SP:Iteration 69Q (27725.090000 sec): 3 clusters
  Score: Raw -3604964.156926 + Penalty 4973.648780 = -3599990.508146
  nChanged 63
		SP:Iteration 70Q (27725.440000 sec): 3 clusters
  Score: Raw -3604973.267672 + Penalty 4973.648780 = -3599999.618892
  nChanged 69
		SP:Iteration 71Q (27725.780000 sec): 3 clusters
  Score: Raw -3604981.980225 + Penalty 4973.648780 = -3600008.331446
  nChanged 57
		SP:Iteration 72Q (27726.090000 sec): 3 clusters
  Score: Raw -3604990.859289 + Penalty 4973.648780 = -3600017.210509
  nChanged 57
		SP:Iteration 73Q (27726.430000 sec): 3 clusters
  Score: Raw -3604997.783507 + Penalty 4973.648780 = -3600024.134727
  nChanged 51
		SP:Iteration 74Q (27726.770000 sec): 3 clusters
  Score: Raw -3605004.802636 + Penalty 4973.648780 = -3600031.153856
  nChanged 55
		SP:Iteration 75Q (27727.110000 sec): 3 clusters
  Score: Raw -3605013.602435 + Penalty 4973.648780 = -3600039.953655
  nChanged 68
		SP:Iteration 76Q (27727.460000 sec): 3 clusters
  Score: Raw -3605023.059232 + Penalty 4973.648780 = -3600049.410453
  nChanged 67
		SP:Iteration 77Q (27727.770000 sec): 3 clusters
  Score: Raw -3605030.917643 + Penalty 4973.648780 = -3600057.268863
  nChanged 54
		SP:Iteration 78Q (27728.040000 sec): 3 clusters
  Score: Raw -3605038.150164 + Penalty 4973.648780 = -3600064.501384
  nChanged 59
		SP:Iteration 79Q (27728.350000 sec): 3 clusters
  Score: Raw -3605045.585275 + Penalty 4973.648780 = -3600071.936495
  nChanged 47
		SP:Iteration 80F (27728.770000 sec): 3 clusters
  Score: Raw -3605051.103367 + Penalty 4973.648780 = -3600077.454588
  nChanged 43
		SP:Iteration 81Q (27729.040000 sec): 3 clusters
  Score: Raw -3605056.508864 + Penalty 4973.648780 = -3600082.860085
  nChanged 40
		SP:Iteration 82Q (27729.390000 sec): 3 clusters
  Score: Raw -3605061.351031 + Penalty 4973.648780 = -3600087.702252
  nChanged 37
		SP:Iteration 83Q (27729.740000 sec): 3 clusters
  Score: Raw -3605064.706277 + Penalty 4973.648780 = -3600091.057497
  nChanged 28
		SP:Iteration 84Q (27730.080000 sec): 3 clusters
  Score: Raw -3605067.644376 + Penalty 4973.648780 = -3600093.995596
  nChanged 28
		SP:Iteration 85Q (27730.350000 sec): 3 clusters
  Score: Raw -3605070.413779 + Penalty 4973.648780 = -3600096.764999
  nChanged 31
		SP:Iteration 86Q (27730.640000 sec): 3 clusters
  Score: Raw -3605074.871832 + Penalty 4973.648780 = -3600101.223052
  nChanged 40
		SP:Iteration 87Q (27731.000000 sec): 3 clusters
  Score: Raw -3605079.587341 + Penalty 4973.648780 = -3600105.938562
  nChanged 44
		SP:Iteration 88Q (27731.310000 sec): 3 clusters
  Score: Raw -3605084.418256 + Penalty 4973.648780 = -3600110.769477
  nChanged 52
		SP:Iteration 89Q (27731.590000 sec): 3 clusters
  Score: Raw -3605090.714075 + Penalty 4973.648780 = -3600117.065296
  nChanged 62
		SP:Iteration 90Q (27731.940000 sec): 3 clusters
  Score: Raw -3605096.947625 + Penalty 4973.648780 = -3600123.298845
  nChanged 50
		SP:Iteration 91Q (27732.250000 sec): 3 clusters
  Score: Raw -3605103.507096 + Penalty 4973.648780 = -3600129.858317
  nChanged 51
		SP:Iteration 92Q (27732.570000 sec): 3 clusters
  Score: Raw -3605110.813236 + Penalty 4973.648780 = -3600137.164457
  nChanged 53
		SP:Iteration 93Q (27732.910000 sec): 3 clusters
  Score: Raw -3605119.064216 + Penalty 4973.648780 = -3600145.415436
  nChanged 65
		SP:Iteration 94Q (27733.250000 sec): 3 clusters
  Score: Raw -3605130.176033 + Penalty 4973.648780 = -3600156.527253
  nChanged 68
		SP:Iteration 95Q (27733.650000 sec): 3 clusters
  Score: Raw -3605141.467829 + Penalty 4973.648780 = -3600167.819050
  nChanged 55
		SP:Iteration 96Q (27734.000000 sec): 3 clusters
  Score: Raw -3605151.802811 + Penalty 4973.648780 = -3600178.154031
  nChanged 82
		SP:Iteration 97Q (27734.350000 sec): 3 clusters
  Score: Raw -3605166.469436 + Penalty 4973.648780 = -3600192.820657
  nChanged 85
		SP:Iteration 98Q (27734.670000 sec): 3 clusters
  Score: Raw -3605180.335351 + Penalty 4973.648780 = -3600206.686571
  nChanged 76
		SP:Iteration 99Q (27735.060000 sec): 3 clusters
  Score: Raw -3605193.217362 + Penalty 4973.648780 = -3600219.568582
  nChanged 88
		SP:Iteration 100F (27735.470000 sec): 3 clusters
  Score: Raw -3605208.886386 + Penalty 4973.648780 = -3600235.237606
  nChanged 89
		SP:Iteration 101Q (27735.770000 sec): 3 clusters
  Score: Raw -3605226.381222 + Penalty 4973.648780 = -3600252.732443
  nChanged 91
		SP:Iteration 102Q (27736.110000 sec): 3 clusters
  Score: Raw -3605244.489408 + Penalty 4973.648780 = -3600270.840629
  nChanged 96
		SP:Iteration 103Q (27736.460000 sec): 3 clusters
  Score: Raw -3605262.592711 + Penalty 4973.648780 = -3600288.943932
  nChanged 105
		SP:Iteration 104Q (27736.820000 sec): 3 clusters
  Score: Raw -3605283.798239 + Penalty 4973.648780 = -3600310.149460
  nChanged 96
		SP:Iteration 105Q (27737.110000 sec): 3 clusters
  Score: Raw -3605305.706884 + Penalty 4973.648780 = -3600332.058104
  nChanged 92
		SP:Iteration 106Q (27737.440000 sec): 3 clusters
  Score: Raw -3605323.665792 + Penalty 4973.648780 = -3600350.017012
  nChanged 87
		SP:Iteration 107Q (27737.810000 sec): 3 clusters
  Score: Raw -3605343.697623 + Penalty 4973.648780 = -3600370.048843
  nChanged 108
		SP:Iteration 108Q (27738.150000 sec): 3 clusters
  Score: Raw -3605370.076549 + Penalty 4973.648780 = -3600396.427769
  nChanged 96
		SP:Iteration 109Q (27738.510000 sec): 3 clusters
  Score: Raw -3605390.202861 + Penalty 4973.648780 = -3600416.554081
  nChanged 78
		SP:Iteration 110Q (27738.890000 sec): 3 clusters
  Score: Raw -3605406.957787 + Penalty 4973.648780 = -3600433.309007
  nChanged 81
		SP:Iteration 111Q (27739.230000 sec): 3 clusters
  Score: Raw -3605422.077619 + Penalty 4973.648780 = -3600448.428840
  nChanged 70
		SP:Iteration 112Q (27739.560000 sec): 3 clusters
  Score: Raw -3605434.116103 + Penalty 4973.648780 = -3600460.467323
  nChanged 65
		SP:Iteration 113Q (27739.900000 sec): 3 clusters
  Score: Raw -3605445.087847 + Penalty 4973.648780 = -3600471.439067
  nChanged 57
		SP:Iteration 114Q (27740.260000 sec): 3 clusters
  Score: Raw -3605454.702872 + Penalty 4973.648780 = -3600481.054093
  nChanged 62
		SP:Iteration 115Q (27740.590000 sec): 3 clusters
  Score: Raw -3605465.867451 + Penalty 4973.648780 = -3600492.218672
  nChanged 61
		SP:Iteration 116Q (27740.900000 sec): 3 clusters
  Score: Raw -3605475.624702 + Penalty 4973.648780 = -3600501.975922
  nChanged 55
		SP:Iteration 117Q (27741.210000 sec): 3 clusters
  Score: Raw -3605485.556956 + Penalty 4973.648780 = -3600511.908176
  nChanged 63
		SP:Iteration 118Q (27741.520000 sec): 3 clusters
  Score: Raw -3605497.124954 + Penalty 4973.648780 = -3600523.476175
  nChanged 68
		SP:Iteration 119Q (27741.850000 sec): 3 clusters
  Score: Raw -3605511.015696 + Penalty 4973.648780 = -3600537.366916
  nChanged 74
		SP:Iteration 120F (27742.180000 sec): 3 clusters
  Score: Raw -3605525.146203 + Penalty 4973.648780 = -3600551.497423
  nChanged 62
		SP:Iteration 121Q (27742.530000 sec): 3 clusters
  Score: Raw -3605539.617604 + Penalty 4973.648780 = -3600565.968825
  nChanged 57
		SP:Iteration 122Q (27742.860000 sec): 3 clusters
  Score: Raw -3605553.116301 + Penalty 4973.648780 = -3600579.467521
  nChanged 66
		SP:Iteration 123Q (27743.190000 sec): 3 clusters
  Score: Raw -3605565.221982 + Penalty 4973.648780 = -3600591.573202
  nChanged 48
		SP:Iteration 124Q (27743.550000 sec): 3 clusters
  Score: Raw -3605573.840969 + Penalty 4973.648780 = -3600600.192189
  nChanged 55
		SP:Iteration 125Q (27743.890000 sec): 3 clusters
  Score: Raw -3605585.251495 + Penalty 4973.648780 = -3600611.602715
  nChanged 55
		SP:Iteration 126Q (27744.200000 sec): 3 clusters
  Score: Raw -3605595.404364 + Penalty 4973.648780 = -3600621.755585
  nChanged 59
		SP:Iteration 127Q (27744.570000 sec): 3 clusters
  Score: Raw -3605606.565966 + Penalty 4973.648780 = -3600632.917186
  nChanged 50
		SP:Iteration 128Q (27744.880000 sec): 3 clusters
  Score: Raw -3605616.084571 + Penalty 4973.648780 = -3600642.435792
  nChanged 46
		SP:Iteration 129Q (27745.250000 sec): 3 clusters
  Score: Raw -3605623.842573 + Penalty 4973.648780 = -3600650.193793
  nChanged 47
		SP:Iteration 130Q (27745.620000 sec): 3 clusters
  Score: Raw -3605633.274900 + Penalty 4973.648780 = -3600659.626120
  nChanged 53
		SP:Iteration 131Q (27745.970000 sec): 3 clusters
  Score: Raw -3605644.747744 + Penalty 4973.648780 = -3600671.098964
  nChanged 51
		SP:Iteration 132Q (27746.270000 sec): 3 clusters
  Score: Raw -3605654.475757 + Penalty 4973.648780 = -3600680.826977
  nChanged 40
		SP:Iteration 133Q (27746.550000 sec): 3 clusters
  Score: Raw -3605661.966216 + Penalty 4973.648780 = -3600688.317436
  nChanged 42
		SP:Iteration 134Q (27746.870000 sec): 3 clusters
  Score: Raw -3605670.347728 + Penalty 4973.648780 = -3600696.698949
  nChanged 50
		SP:Iteration 135Q (27747.130000 sec): 3 clusters
  Score: Raw -3605679.761412 + Penalty 4973.648780 = -3600706.112632
  nChanged 44
		SP:Iteration 136Q (27747.410000 sec): 3 clusters
  Score: Raw -3605689.014993 + Penalty 4973.648780 = -3600715.366213
  nChanged 43
		SP:Iteration 137Q (27747.680000 sec): 3 clusters
  Score: Raw -3605698.212469 + Penalty 4973.648780 = -3600724.563689
  nChanged 40
		SP:Iteration 138Q (27747.970000 sec): 3 clusters
  Score: Raw -3605705.024527 + Penalty 4973.648780 = -3600731.375747
  nChanged 40
		SP:Iteration 139Q (27748.290000 sec): 3 clusters
  Score: Raw -3605712.216111 + Penalty 4973.648780 = -3600738.567332
  nChanged 28
		SP:Iteration 140F (27748.550000 sec): 3 clusters
  Score: Raw -3605717.797960 + Penalty 4973.648780 = -3600744.149180
  nChanged 34
		SP:Iteration 141Q (27748.900000 sec): 3 clusters
  Score: Raw -3605724.100404 + Penalty 4973.648780 = -3600750.451624
  nChanged 32
		SP:Iteration 142Q (27749.200000 sec): 3 clusters
  Score: Raw -3605730.709664 + Penalty 4973.648780 = -3600757.060885
  nChanged 36
		SP:Iteration 143Q (27749.460000 sec): 3 clusters
  Score: Raw -3605737.845710 + Penalty 4973.648780 = -3600764.196931
  nChanged 37
		SP:Iteration 144Q (27749.740000 sec): 3 clusters
  Score: Raw -3605744.177505 + Penalty 4973.648780 = -3600770.528726
  nChanged 24
		SP:Iteration 145Q (27750.050000 sec): 3 clusters
  Score: Raw -3605748.682298 + Penalty 4973.648780 = -3600775.033518
  nChanged 28
		SP:Iteration 146Q (27750.380000 sec): 3 clusters
  Score: Raw -3605754.079091 + Penalty 4973.648780 = -3600780.430311
  nChanged 20
		SP:Iteration 147Q (27750.680000 sec): 3 clusters
  Score: Raw -3605757.276214 + Penalty 4973.648780 = -3600783.627434
  nChanged 21
		SP:Iteration 148Q (27750.970000 sec): 3 clusters
  Score: Raw -3605761.352690 + Penalty 4973.648780 = -3600787.703911
  nChanged 21
		SP:Iteration 149Q (27751.280000 sec): 3 clusters
  Score: Raw -3605765.401984 + Penalty 4973.648780 = -3600791.753205
  nChanged 25
		SP:Iteration 150Q (27751.650000 sec): 3 clusters
  Score: Raw -3605771.916355 + Penalty 4973.648780 = -3600798.267575
  nChanged 28
		SP:Iteration 151Q (27752.060000 sec): 3 clusters
  Score: Raw -3605777.668729 + Penalty 4973.648780 = -3600804.019950
  nChanged 23
		SP:Iteration 152Q (27752.430000 sec): 3 clusters
  Score: Raw -3605782.385842 + Penalty 4973.648780 = -3600808.737062
  nChanged 24
		SP:Iteration 153Q (27752.730000 sec): 3 clusters
  Score: Raw -3605786.758706 + Penalty 4973.648780 = -3600813.109926
  nChanged 24
		SP:Iteration 154Q (27753.060000 sec): 3 clusters
  Score: Raw -3605791.796524 + Penalty 4973.648780 = -3600818.147744
  nChanged 25
		SP:Iteration 155Q (27753.350000 sec): 3 clusters
  Score: Raw -3605796.174643 + Penalty 4973.648780 = -3600822.525863
  nChanged 24
		SP:Iteration 156Q (27753.620000 sec): 3 clusters
  Score: Raw -3605800.172191 + Penalty 4973.648780 = -3600826.523411
  nChanged 24
		SP:Iteration 157Q (27753.990000 sec): 3 clusters
  Score: Raw -3605804.770189 + Penalty 4973.648780 = -3600831.121409
  nChanged 25
		SP:Iteration 158Q (27754.340000 sec): 3 clusters
  Score: Raw -3605809.737008 + Penalty 4973.648780 = -3600836.088228
  nChanged 22
		SP:Iteration 159Q (27754.620000 sec): 3 clusters
  Score: Raw -3605813.521304 + Penalty 4973.648780 = -3600839.872524
  nChanged 18
		SP:Iteration 160F (27755.020000 sec): 3 clusters
  Score: Raw -3605817.588338 + Penalty 4973.648780 = -3600843.939558
  nChanged 26
		SP:Iteration 161Q (27755.330000 sec): 3 clusters
  Score: Raw -3605822.680231 + Penalty 4973.648780 = -3600849.031451
  nChanged 21
		SP:Iteration 162Q (27755.600000 sec): 3 clusters
  Score: Raw -3605828.002962 + Penalty 4973.648780 = -3600854.354182
  nChanged 24
		SP:Iteration 163Q (27755.920000 sec): 3 clusters
  Score: Raw -3605833.903434 + Penalty 4973.648780 = -3600860.254654
  nChanged 27
		SP:Iteration 164Q (27756.230000 sec): 3 clusters
  Score: Raw -3605840.024481 + Penalty 4973.648780 = -3600866.375701
  nChanged 34
		SP:Iteration 165Q (27756.580000 sec): 3 clusters
  Score: Raw -3605848.183920 + Penalty 4973.648780 = -3600874.535140
  nChanged 38
		SP:Iteration 166Q (27756.920000 sec): 3 clusters
  Score: Raw -3605857.915195 + Penalty 4973.648780 = -3600884.266416
  nChanged 31
		SP:Iteration 167Q (27757.350000 sec): 3 clusters
  Score: Raw -3605866.817516 + Penalty 4973.648780 = -3600893.168737
  nChanged 33
		SP:Iteration 168Q (27757.650000 sec): 3 clusters
  Score: Raw -3605875.432658 + Penalty 4973.648780 = -3600901.783878
  nChanged 25
		SP:Iteration 169Q (27758.030000 sec): 3 clusters
  Score: Raw -3605880.364049 + Penalty 4973.648780 = -3600906.715270
  nChanged 28
		SP:Iteration 170Q (27758.390000 sec): 3 clusters
  Score: Raw -3605887.123322 + Penalty 4973.648780 = -3600913.474542
  nChanged 29
		SP:Iteration 171Q (27758.710000 sec): 3 clusters
  Score: Raw -3605895.595997 + Penalty 4973.648780 = -3600921.947217
  nChanged 30
		SP:Iteration 172Q (27759.000000 sec): 3 clusters
  Score: Raw -3605903.395992 + Penalty 4973.648780 = -3600929.747212
  nChanged 32
		SP:Iteration 173Q (27759.250000 sec): 3 clusters
  Score: Raw -3605912.104617 + Penalty 4973.648780 = -3600938.455837
  nChanged 33
		SP:Iteration 174Q (27759.560000 sec): 3 clusters
  Score: Raw -3605924.683186 + Penalty 4973.648780 = -3600951.034406
  nChanged 40
		SP:Iteration 175Q (27759.900000 sec): 3 clusters
  Score: Raw -3605939.013789 + Penalty 4973.648780 = -3600965.365009
  nChanged 40
		SP:Iteration 176Q (27760.220000 sec): 3 clusters
  Score: Raw -3605950.825011 + Penalty 4973.648780 = -3600977.176232
  nChanged 31
		SP:Iteration 177Q (27760.450000 sec): 3 clusters
  Score: Raw -3605959.093103 + Penalty 4973.648780 = -3600985.444324
  nChanged 25
		SP:Iteration 178Q (27760.790000 sec): 3 clusters
  Score: Raw -3605964.286792 + Penalty 4973.648780 = -3600990.638012
  nChanged 18
		SP:Iteration 179Q (27761.160000 sec): 3 clusters
  Score: Raw -3605968.808346 + Penalty 4973.648780 = -3600995.159566
  nChanged 19
		SP:Iteration 180F (27761.520000 sec): 3 clusters
  Score: Raw -3605973.936943 + Penalty 4973.648780 = -3601000.288164
  nChanged 15
		SP:Iteration 181Q (27761.880000 sec): 3 clusters
  Score: Raw -3605977.665155 + Penalty 4973.648780 = -3601004.016376
  nChanged 13
		SP:Iteration 182Q (27762.180000 sec): 3 clusters
  Score: Raw -3605980.235204 + Penalty 4973.648780 = -3601006.586424
  nChanged 9
		SP:Iteration 183Q (27762.510000 sec): 3 clusters
  Score: Raw -3605981.966052 + Penalty 4973.648780 = -3601008.317273
  nChanged 9
		SP:Iteration 184Q (27762.800000 sec): 3 clusters
  Score: Raw -3605983.616524 + Penalty 4973.648780 = -3601009.967745
  nChanged 10
		SP:Iteration 185Q (27763.070000 sec): 3 clusters
  Score: Raw -3605985.883421 + Penalty 4973.648780 = -3601012.234641
  nChanged 9
		SP:Iteration 186Q (27763.390000 sec): 3 clusters
  Score: Raw -3605988.434681 + Penalty 4973.648780 = -3601014.785901
  nChanged 9
		SP:Iteration 187Q (27763.710000 sec): 3 clusters
  Score: Raw -3605990.148762 + Penalty 4973.648780 = -3601016.499982
  nChanged 13
		SP:Iteration 188Q (27764.090000 sec): 3 clusters
  Score: Raw -3605992.713041 + Penalty 4973.648780 = -3601019.064261
  nChanged 12
		SP:Iteration 189Q (27764.450000 sec): 3 clusters
  Score: Raw -3605995.635203 + Penalty 4973.648780 = -3601021.986424
  nChanged 12
		SP:Iteration 190Q (27764.770000 sec): 3 clusters
  Score: Raw -3605998.535243 + Penalty 4973.648780 = -3601024.886464
  nChanged 12
		SP:Iteration 191Q (27765.120000 sec): 3 clusters
  Score: Raw -3606001.100941 + Penalty 4973.648780 = -3601027.452162
  nChanged 9
		SP:Iteration 192Q (27765.480000 sec): 3 clusters
  Score: Raw -3606002.654971 + Penalty 4973.648780 = -3601029.006192
  nChanged 7
		SP:Iteration 193Q (27765.840000 sec): 3 clusters
  Score: Raw -3606003.961784 + Penalty 4973.648780 = -3601030.313004
  nChanged 4
		SP:Iteration 194Q (27766.200000 sec): 3 clusters
  Score: Raw -3606005.011321 + Penalty 4973.648780 = -3601031.362542
  nChanged 8
		SP:Iteration 195Q (27766.550000 sec): 3 clusters
  Score: Raw -3606006.369888 + Penalty 4973.648780 = -3601032.721108
  nChanged 2
		SP:Iteration 196Q (27766.910000 sec): 3 clusters
  Score: Raw -3606006.693481 + Penalty 4973.648780 = -3601033.044702
  nChanged 3
		SP:Iteration 197Q (27767.270000 sec): 3 clusters
  Score: Raw -3606007.057838 + Penalty 4973.648780 = -3601033.409059
  nChanged 1
		SP:Iteration 198Q (27767.630000 sec): 3 clusters
  Score: Raw -3606007.158410 + Penalty 4973.648780 = -3601033.509630
  nChanged 0
		SP:Iteration 199F (27767.990000 sec): 3 clusters
  Score: Raw -3606007.158410 + Penalty 4973.648780 = -3601033.509630
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (23716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27768.210000 sec): 2 clusters
  Score: Raw -3778260.832120 + Penalty 2498.328491 = -3775762.503629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27768.650000 sec): 3 clusters
  Score: Raw -3764467.346227 + Penalty 4996.656982 = -3759470.689245
  nChanged 10454
		SP:Iteration 1F (27769.030000 sec): 3 clusters
  Score: Raw -3770341.102845 + Penalty 4996.656982 = -3765344.445863
  nChanged 1529
		SP:Iteration 2F (27769.410000 sec): 3 clusters
  Score: Raw -3771235.829873 + Penalty 4996.656982 = -3766239.172892
  nChanged 1707
		SP:Iteration 3F (27769.790000 sec): 3 clusters
  Score: Raw -3772448.094078 + Penalty 4996.656982 = -3767451.437097
  nChanged 1830
		SP:Iteration 4F (27770.220000 sec): 3 clusters
  Score: Raw -3773936.363780 + Penalty 4996.656982 = -3768939.706799
  nChanged 1788
		SP:Iteration 5F (27770.660000 sec): 3 clusters
  Score: Raw -3775433.525577 + Penalty 4996.656982 = -3770436.868595
  nChanged 1563
		SP:Iteration 6F (27771.090000 sec): 3 clusters
  Score: Raw -3776592.983475 + Penalty 4996.656982 = -3771596.326494
  nChanged 1158
		SP:Iteration 7Q (27771.520000 sec): 3 clusters
  Score: Raw -3777287.604901 + Penalty 4996.656982 = -3772290.947919
  nChanged 792
		SP:Iteration 8Q (27771.960000 sec): 3 clusters
  Score: Raw -3777676.642111 + Penalty 4996.656982 = -3772679.985130
  nChanged 570
		SP:Iteration 9Q (27772.400000 sec): 3 clusters
  Score: Raw -3777931.305938 + Penalty 4996.656982 = -3772934.648956
  nChanged 430
		SP:Iteration 10Q (27772.840000 sec): 3 clusters
  Score: Raw -3778097.697455 + Penalty 4996.656982 = -3773101.040473
  nChanged 341
		SP:Iteration 11Q (27773.270000 sec): 3 clusters
  Score: Raw -3778209.821119 + Penalty 4996.656982 = -3773213.164137
  nChanged 258
		SP:Iteration 12Q (27773.710000 sec): 3 clusters
  Score: Raw -3778287.068030 + Penalty 4996.656982 = -3773290.411048
  nChanged 218
		SP:Iteration 13Q (27774.150000 sec): 3 clusters
  Score: Raw -3778349.316976 + Penalty 4996.656982 = -3773352.659995
  nChanged 190
		SP:Iteration 14Q (27774.590000 sec): 3 clusters
  Score: Raw -3778400.528616 + Penalty 4996.656982 = -3773403.871634
  nChanged 146
		SP:Iteration 15Q (27775.030000 sec): 3 clusters
  Score: Raw -3778442.320971 + Penalty 4996.656982 = -3773445.663989
  nChanged 137
		SP:Iteration 16Q (27775.470000 sec): 3 clusters
  Score: Raw -3778483.180776 + Penalty 4996.656982 = -3773486.523794
  nChanged 128
		SP:Iteration 17Q (27775.910000 sec): 3 clusters
  Score: Raw -3778514.794851 + Penalty 4996.656982 = -3773518.137869
  nChanged 86
		SP:Iteration 18Q (27776.350000 sec): 3 clusters
  Score: Raw -3778534.271674 + Penalty 4996.656982 = -3773537.614692
  nChanged 74
		SP:Iteration 19Q (27776.790000 sec): 3 clusters
  Score: Raw -3778551.987690 + Penalty 4996.656982 = -3773555.330708
  nChanged 78
		SP:Iteration 20F (27777.240000 sec): 3 clusters
  Score: Raw -3778571.203596 + Penalty 4996.656982 = -3773574.546614
  nChanged 76
		SP:Iteration 21Q (27777.680000 sec): 3 clusters
  Score: Raw -3778591.933492 + Penalty 4996.656982 = -3773595.276511
  nChanged 89
		SP:Iteration 22Q (27778.120000 sec): 3 clusters
  Score: Raw -3778615.967473 + Penalty 4996.656982 = -3773619.310492
  nChanged 81
		SP:Iteration 23Q (27778.560000 sec): 3 clusters
  Score: Raw -3778636.598082 + Penalty 4996.656982 = -3773639.941101
  nChanged 67
		SP:Iteration 24Q (27778.960000 sec): 3 clusters
  Score: Raw -3778651.829139 + Penalty 4996.656982 = -3773655.172158
  nChanged 62
		SP:Iteration 25Q (27779.310000 sec): 3 clusters
  Score: Raw -3778666.540424 + Penalty 4996.656982 = -3773669.883442
  nChanged 49
		SP:Iteration 26Q (27779.710000 sec): 3 clusters
  Score: Raw -3778677.079262 + Penalty 4996.656982 = -3773680.422280
  nChanged 45
		SP:Iteration 27Q (27780.060000 sec): 3 clusters
  Score: Raw -3778686.336863 + Penalty 4996.656982 = -3773689.679882
  nChanged 44
		SP:Iteration 28Q (27780.460000 sec): 3 clusters
  Score: Raw -3778696.192673 + Penalty 4996.656982 = -3773699.535692
  nChanged 35
		SP:Iteration 29Q (27780.810000 sec): 3 clusters
  Score: Raw -3778704.236270 + Penalty 4996.656982 = -3773707.579289
  nChanged 26
		SP:Iteration 30Q (27781.210000 sec): 3 clusters
  Score: Raw -3778709.685798 + Penalty 4996.656982 = -3773713.028816
  nChanged 26
		SP:Iteration 31Q (27781.560000 sec): 3 clusters
  Score: Raw -3778714.538680 + Penalty 4996.656982 = -3773717.881699
  nChanged 22
		SP:Iteration 32Q (27781.960000 sec): 3 clusters
  Score: Raw -3778720.208014 + Penalty 4996.656982 = -3773723.551033
  nChanged 31
		SP:Iteration 33Q (27782.310000 sec): 3 clusters
  Score: Raw -3778728.994034 + Penalty 4996.656982 = -3773732.337053
  nChanged 30
		SP:Iteration 34Q (27782.720000 sec): 3 clusters
  Score: Raw -3778736.030492 + Penalty 4996.656982 = -3773739.373511
  nChanged 30
		SP:Iteration 35Q (27783.070000 sec): 3 clusters
  Score: Raw -3778743.012582 + Penalty 4996.656982 = -3773746.355601
  nChanged 36
		SP:Iteration 36Q (27783.390000 sec): 3 clusters
  Score: Raw -3778751.578749 + Penalty 4996.656982 = -3773754.921768
  nChanged 22
		SP:Iteration 37Q (27783.730000 sec): 3 clusters
  Score: Raw -3778757.110405 + Penalty 4996.656982 = -3773760.453423
  nChanged 28
		SP:Iteration 38Q (27784.060000 sec): 3 clusters
  Score: Raw -3778763.821954 + Penalty 4996.656982 = -3773767.164972
  nChanged 21
		SP:Iteration 39Q (27784.450000 sec): 3 clusters
  Score: Raw -3778769.595753 + Penalty 4996.656982 = -3773772.938772
  nChanged 20
		SP:Iteration 40F (27784.870000 sec): 3 clusters
  Score: Raw -3778774.355924 + Penalty 4996.656982 = -3773777.698942
  nChanged 21
		SP:Iteration 41Q (27785.250000 sec): 3 clusters
  Score: Raw -3778779.946539 + Penalty 4996.656982 = -3773783.289558
  nChanged 14
		SP:Iteration 42Q (27785.580000 sec): 3 clusters
  Score: Raw -3778783.025821 + Penalty 4996.656982 = -3773786.368839
  nChanged 11
		SP:Iteration 43Q (27785.900000 sec): 3 clusters
  Score: Raw -3778785.583270 + Penalty 4996.656982 = -3773788.926289
  nChanged 12
		SP:Iteration 44Q (27786.250000 sec): 3 clusters
  Score: Raw -3778787.519169 + Penalty 4996.656982 = -3773790.862188
  nChanged 9
		SP:Iteration 45Q (27786.620000 sec): 3 clusters
  Score: Raw -3778789.629959 + Penalty 4996.656982 = -3773792.972977
  nChanged 15
		SP:Iteration 46Q (27786.950000 sec): 3 clusters
  Score: Raw -3778793.251721 + Penalty 4996.656982 = -3773796.594739
  nChanged 21
		SP:Iteration 47Q (27787.340000 sec): 3 clusters
  Score: Raw -3778799.099994 + Penalty 4996.656982 = -3773802.443012
  nChanged 19
		SP:Iteration 48Q (27787.640000 sec): 3 clusters
  Score: Raw -3778803.629925 + Penalty 4996.656982 = -3773806.972943
  nChanged 16
		SP:Iteration 49Q (27787.990000 sec): 3 clusters
  Score: Raw -3778807.342566 + Penalty 4996.656982 = -3773810.685584
  nChanged 20
		SP:Iteration 50Q (27788.350000 sec): 3 clusters
  Score: Raw -3778811.666280 + Penalty 4996.656982 = -3773815.009298
  nChanged 12
		SP:Iteration 51Q (27788.670000 sec): 3 clusters
  Score: Raw -3778815.659065 + Penalty 4996.656982 = -3773819.002083
  nChanged 10
		SP:Iteration 52Q (27789.000000 sec): 3 clusters
  Score: Raw -3778818.251951 + Penalty 4996.656982 = -3773821.594969
  nChanged 8
		SP:Iteration 53Q (27789.360000 sec): 3 clusters
  Score: Raw -3778819.803810 + Penalty 4996.656982 = -3773823.146828
  nChanged 10
		SP:Iteration 54Q (27789.690000 sec): 3 clusters
  Score: Raw -3778821.877061 + Penalty 4996.656982 = -3773825.220079
  nChanged 8
		SP:Iteration 55Q (27790.010000 sec): 3 clusters
  Score: Raw -3778823.971280 + Penalty 4996.656982 = -3773827.314299
  nChanged 6
		SP:Iteration 56Q (27790.350000 sec): 3 clusters
  Score: Raw -3778825.658858 + Penalty 4996.656982 = -3773829.001877
  nChanged 7
		SP:Iteration 57Q (27790.690000 sec): 3 clusters
  Score: Raw -3778827.048739 + Penalty 4996.656982 = -3773830.391757
  nChanged 6
		SP:Iteration 58Q (27791.030000 sec): 3 clusters
  Score: Raw -3778828.540227 + Penalty 4996.656982 = -3773831.883246
  nChanged 12
		SP:Iteration 59Q (27791.380000 sec): 3 clusters
  Score: Raw -3778831.702381 + Penalty 4996.656982 = -3773835.045400
  nChanged 11
		SP:Iteration 60F (27791.800000 sec): 3 clusters
  Score: Raw -3778834.063760 + Penalty 4996.656982 = -3773837.406778
  nChanged 7
		SP:Iteration 61Q (27792.150000 sec): 3 clusters
  Score: Raw -3778834.959480 + Penalty 4996.656982 = -3773838.302498
  nChanged 2
		SP:Iteration 62Q (27792.510000 sec): 3 clusters
  Score: Raw -3778835.260631 + Penalty 4996.656982 = -3773838.603649
  nChanged 2
		SP:Iteration 63Q (27792.840000 sec): 3 clusters
  Score: Raw -3778835.510541 + Penalty 4996.656982 = -3773838.853560
  nChanged 1
		SP:Iteration 64Q (27793.200000 sec): 3 clusters
  Score: Raw -3778835.625890 + Penalty 4996.656982 = -3773838.968908
  nChanged 1
		SP:Iteration 65Q (27793.540000 sec): 3 clusters
  Score: Raw -3778835.762611 + Penalty 4996.656982 = -3773839.105629
  nChanged 0
		SP:Iteration 66F (27793.890000 sec): 3 clusters
  Score: Raw -3778835.762611 + Penalty 4996.656982 = -3773839.105629
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27793.980000 sec): 2 clusters
  Score: Raw -978733.328301 + Penalty 2166.450114 = -976566.878187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27794.260000 sec): 3 clusters
  Score: Raw -975659.310577 + Penalty 4332.900228 = -971326.410348
  nChanged 2399
		SP:Iteration 1F (27794.510000 sec): 3 clusters
  Score: Raw -976988.442519 + Penalty 4332.900228 = -972655.542291
  nChanged 460
		SP:Iteration 2F (27794.720000 sec): 3 clusters
  Score: Raw -977260.525409 + Penalty 4332.900228 = -972927.625180
  nChanged 340
		SP:Iteration 3F (27794.930000 sec): 3 clusters
  Score: Raw -977444.038971 + Penalty 4332.900228 = -973111.138743
  nChanged 274
		SP:Iteration 4Q (27795.060000 sec): 3 clusters
  Score: Raw -977591.764960 + Penalty 4332.900228 = -973258.864732
  nChanged 242
		SP:Iteration 5Q (27795.310000 sec): 3 clusters
  Score: Raw -977728.358120 + Penalty 4332.900228 = -973395.457892
  nChanged 201
		SP:Iteration 6Q (27795.460000 sec): 3 clusters
  Score: Raw -977836.101187 + Penalty 4332.900228 = -973503.200959
  nChanged 183
		SP:Iteration 7Q (27795.750000 sec): 3 clusters
  Score: Raw -977927.768389 + Penalty 4332.900228 = -973594.868160
  nChanged 170
		SP:Iteration 8Q (27795.970000 sec): 3 clusters
  Score: Raw -978024.503216 + Penalty 4332.900228 = -973691.602988
  nChanged 182
		SP:Iteration 9Q (27796.200000 sec): 3 clusters
  Score: Raw -978132.293205 + Penalty 4332.900228 = -973799.392977
  nChanged 179
		SP:Iteration 10Q (27796.510000 sec): 3 clusters
  Score: Raw -978228.565388 + Penalty 4332.900228 = -973895.665160
  nChanged 173
		SP:Iteration 11Q (27796.760000 sec): 3 clusters
  Score: Raw -978334.564817 + Penalty 4332.900228 = -974001.664589
  nChanged 153
		SP:Iteration 12Q (27796.980000 sec): 3 clusters
  Score: Raw -978427.187090 + Penalty 4332.900228 = -974094.286862
  nChanged 144
		SP:Iteration 13Q (27797.130000 sec): 3 clusters
  Score: Raw -978517.458045 + Penalty 4332.900228 = -974184.557816
  nChanged 137
		SP:Iteration 14Q (27797.380000 sec): 3 clusters
  Score: Raw -978599.515979 + Penalty 4332.900228 = -974266.615750
  nChanged 122
		SP:Iteration 15Q (27797.620000 sec): 3 clusters
  Score: Raw -978671.761764 + Penalty 4332.900228 = -974338.861535
  nChanged 113
		SP:Iteration 16Q (27797.810000 sec): 3 clusters
  Score: Raw -978748.166366 + Penalty 4332.900228 = -974415.266138
  nChanged 106
		SP:Iteration 17Q (27798.030000 sec): 3 clusters
  Score: Raw -978811.116631 + Penalty 4332.900228 = -974478.216403
  nChanged 87
		SP:Iteration 18Q (27798.230000 sec): 3 clusters
  Score: Raw -978858.730272 + Penalty 4332.900228 = -974525.830043
  nChanged 56
		SP:Iteration 19Q (27798.480000 sec): 3 clusters
  Score: Raw -978884.359598 + Penalty 4332.900228 = -974551.459369
  nChanged 42
		SP:Iteration 20F (27798.670000 sec): 3 clusters
  Score: Raw -978906.840513 + Penalty 4332.900228 = -974573.940285
  nChanged 35
		SP:Iteration 21Q (27798.860000 sec): 3 clusters
  Score: Raw -978924.739713 + Penalty 4332.900228 = -974591.839485
  nChanged 39
		SP:Iteration 22Q (27799.090000 sec): 3 clusters
  Score: Raw -978945.252262 + Penalty 4332.900228 = -974612.352034
  nChanged 32
		SP:Iteration 23Q (27799.320000 sec): 3 clusters
  Score: Raw -978958.759173 + Penalty 4332.900228 = -974625.858945
  nChanged 21
		SP:Iteration 24Q (27799.510000 sec): 3 clusters
  Score: Raw -978966.825180 + Penalty 4332.900228 = -974633.924951
  nChanged 17
		SP:Iteration 25Q (27799.650000 sec): 3 clusters
  Score: Raw -978974.541902 + Penalty 4332.900228 = -974641.641674
  nChanged 15
		SP:Iteration 26Q (27799.840000 sec): 3 clusters
  Score: Raw -978980.357990 + Penalty 4332.900228 = -974647.457761
  nChanged 14
		SP:Iteration 27Q (27800.060000 sec): 3 clusters
  Score: Raw -978984.745925 + Penalty 4332.900228 = -974651.845697
  nChanged 5
		SP:Iteration 28Q (27800.250000 sec): 3 clusters
  Score: Raw -978987.507847 + Penalty 4332.900228 = -974654.607619
  nChanged 4
		SP:Iteration 29Q (27800.450000 sec): 3 clusters
  Score: Raw -978988.975746 + Penalty 4332.900228 = -974656.075517
  nChanged 6
		SP:Iteration 30Q (27800.630000 sec): 3 clusters
  Score: Raw -978992.370313 + Penalty 4332.900228 = -974659.470084
  nChanged 11
		SP:Iteration 31Q (27800.830000 sec): 3 clusters
  Score: Raw -978996.171161 + Penalty 4332.900228 = -974663.270932
  nChanged 7
		SP:Iteration 32Q (27801.070000 sec): 3 clusters
  Score: Raw -978999.719465 + Penalty 4332.900228 = -974666.819236
  nChanged 12
		SP:Iteration 33Q (27801.300000 sec): 3 clusters
  Score: Raw -979007.676003 + Penalty 4332.900228 = -974674.775774
  nChanged 5
		SP:Iteration 34Q (27801.470000 sec): 3 clusters
  Score: Raw -979009.839865 + Penalty 4332.900228 = -974676.939637
  nChanged 4
		SP:Iteration 35Q (27801.790000 sec): 3 clusters
  Score: Raw -979011.523845 + Penalty 4332.900228 = -974678.623617
  nChanged 2
		SP:Iteration 36Q (27802.020000 sec): 3 clusters
  Score: Raw -979012.223445 + Penalty 4332.900228 = -974679.323217
  nChanged 1
		SP:Iteration 37Q (27802.200000 sec): 3 clusters
  Score: Raw -979012.527728 + Penalty 4332.900228 = -974679.627499
  nChanged 2
		SP:Iteration 38Q (27802.450000 sec): 3 clusters
  Score: Raw -979013.368454 + Penalty 4332.900228 = -974680.468225
  nChanged 4
		SP:Iteration 39Q (27802.610000 sec): 3 clusters
  Score: Raw -979014.532630 + Penalty 4332.900228 = -974681.632402
  nChanged 3
		SP:Iteration 40F (27802.810000 sec): 3 clusters
  Score: Raw -979015.905895 + Penalty 4332.900228 = -974683.005666
  nChanged 4
		SP:Iteration 41Q (27802.940000 sec): 3 clusters
  Score: Raw -979017.770258 + Penalty 4332.900228 = -974684.870029
  nChanged 3
		SP:Iteration 42Q (27803.120000 sec): 3 clusters
  Score: Raw -979019.168195 + Penalty 4332.900228 = -974686.267967
  nChanged 2
		SP:Iteration 43Q (27803.360000 sec): 3 clusters
  Score: Raw -979019.629643 + Penalty 4332.900228 = -974686.729414
  nChanged 1
		SP:Iteration 44Q (27803.560000 sec): 3 clusters
  Score: Raw -979019.818010 + Penalty 4332.900228 = -974686.917781
  nChanged 0
		SP:Iteration 45F (27803.770000 sec): 3 clusters
  Score: Raw -979019.818010 + Penalty 4332.900228 = -974686.917781
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (14259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27803.960000 sec): 2 clusters
  Score: Raw -2079845.516993 + Penalty 2372.155604 = -2077473.361389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27804.230000 sec): 3 clusters
  Score: Raw -2071872.461724 + Penalty 4744.311208 = -2067128.150515
  nChanged 6128
		SP:Iteration 1F (27804.490000 sec): 3 clusters
  Score: Raw -2075518.515126 + Penalty 4744.311208 = -2070774.203918
  nChanged 1121
		SP:Iteration 2F (27804.790000 sec): 3 clusters
  Score: Raw -2076300.637473 + Penalty 4744.311208 = -2071556.326265
  nChanged 979
		SP:Iteration 3F (27805.050000 sec): 3 clusters
  Score: Raw -2077053.076281 + Penalty 4744.311208 = -2072308.765073
  nChanged 1013
		SP:Iteration 4F (27805.300000 sec): 3 clusters
  Score: Raw -2077889.646436 + Penalty 4744.311208 = -2073145.335227
  nChanged 986
		SP:Iteration 5F (27805.600000 sec): 3 clusters
  Score: Raw -2078661.425126 + Penalty 4744.311208 = -2073917.113918
  nChanged 871
		SP:Iteration 6F (27805.890000 sec): 3 clusters
  Score: Raw -2079337.917577 + Penalty 4744.311208 = -2074593.606369
  nChanged 741
		SP:Iteration 7F (27806.130000 sec): 3 clusters
  Score: Raw -2079867.222251 + Penalty 4744.311208 = -2075122.911042
  nChanged 598
		SP:Iteration 8Q (27806.470000 sec): 3 clusters
  Score: Raw -2080223.753676 + Penalty 4744.311208 = -2075479.442468
  nChanged 438
		SP:Iteration 9Q (27806.830000 sec): 3 clusters
  Score: Raw -2080476.236741 + Penalty 4744.311208 = -2075731.925533
  nChanged 349
		SP:Iteration 10Q (27807.100000 sec): 3 clusters
  Score: Raw -2080676.268244 + Penalty 4744.311208 = -2075931.957035
  nChanged 295
		SP:Iteration 11Q (27807.430000 sec): 3 clusters
  Score: Raw -2080827.090233 + Penalty 4744.311208 = -2076082.779025
  nChanged 216
		SP:Iteration 12Q (27807.750000 sec): 3 clusters
  Score: Raw -2080918.137164 + Penalty 4744.311208 = -2076173.825955
  nChanged 171
		SP:Iteration 13Q (27808.010000 sec): 3 clusters
  Score: Raw -2080992.923092 + Penalty 4744.311208 = -2076248.611884
  nChanged 163
		SP:Iteration 14Q (27808.310000 sec): 3 clusters
  Score: Raw -2081064.850868 + Penalty 4744.311208 = -2076320.539660
  nChanged 154
		SP:Iteration 15Q (27808.590000 sec): 3 clusters
  Score: Raw -2081130.683154 + Penalty 4744.311208 = -2076386.371946
  nChanged 142
		SP:Iteration 16Q (27808.920000 sec): 3 clusters
  Score: Raw -2081194.442002 + Penalty 4744.311208 = -2076450.130794
  nChanged 142
		SP:Iteration 17Q (27809.190000 sec): 3 clusters
  Score: Raw -2081265.356981 + Penalty 4744.311208 = -2076521.045773
  nChanged 134
		SP:Iteration 18Q (27809.510000 sec): 3 clusters
  Score: Raw -2081329.690227 + Penalty 4744.311208 = -2076585.379019
  nChanged 109
		SP:Iteration 19Q (27809.850000 sec): 3 clusters
  Score: Raw -2081370.312058 + Penalty 4744.311208 = -2076626.000849
  nChanged 92
		SP:Iteration 20F (27810.150000 sec): 3 clusters
  Score: Raw -2081398.889582 + Penalty 4744.311208 = -2076654.578373
  nChanged 60
		SP:Iteration 21Q (27810.420000 sec): 3 clusters
  Score: Raw -2081412.153707 + Penalty 4744.311208 = -2076667.842499
  nChanged 40
		SP:Iteration 22Q (27810.710000 sec): 3 clusters
  Score: Raw -2081419.799851 + Penalty 4744.311208 = -2076675.488642
  nChanged 24
		SP:Iteration 23Q (27810.980000 sec): 3 clusters
  Score: Raw -2081424.318420 + Penalty 4744.311208 = -2076680.007212
  nChanged 25
		SP:Iteration 24Q (27811.290000 sec): 3 clusters
  Score: Raw -2081428.471337 + Penalty 4744.311208 = -2076684.160129
  nChanged 18
		SP:Iteration 25Q (27811.600000 sec): 3 clusters
  Score: Raw -2081431.367983 + Penalty 4744.311208 = -2076687.056775
  nChanged 12
		SP:Iteration 26Q (27811.900000 sec): 3 clusters
  Score: Raw -2081432.489318 + Penalty 4744.311208 = -2076688.178110
  nChanged 6
		SP:Iteration 27Q (27812.220000 sec): 3 clusters
  Score: Raw -2081433.046472 + Penalty 4744.311208 = -2076688.735263
  nChanged 2
		SP:Iteration 28Q (27812.490000 sec): 3 clusters
  Score: Raw -2081433.438751 + Penalty 4744.311208 = -2076689.127543
  nChanged 2
		SP:Iteration 29Q (27812.770000 sec): 3 clusters
  Score: Raw -2081433.588501 + Penalty 4744.311208 = -2076689.277292
  nChanged 3
		SP:Iteration 30Q (27813.090000 sec): 3 clusters
  Score: Raw -2081433.877927 + Penalty 4744.311208 = -2076689.566718
  nChanged 2
		SP:Iteration 31Q (27813.390000 sec): 3 clusters
  Score: Raw -2081434.005236 + Penalty 4744.311208 = -2076689.694027
  nChanged 1
		SP:Iteration 32Q (27813.690000 sec): 3 clusters
  Score: Raw -2081434.287301 + Penalty 4744.311208 = -2076689.976093
  nChanged 1
		SP:Iteration 33Q (27814.040000 sec): 3 clusters
  Score: Raw -2081434.389269 + Penalty 4744.311208 = -2076690.078061
  nChanged 1
		SP:Iteration 34Q (27814.300000 sec): 3 clusters
  Score: Raw -2081434.498221 + Penalty 4744.311208 = -2076690.187013
  nChanged 1
		SP:Iteration 35Q (27814.600000 sec): 3 clusters
  Score: Raw -2081434.660124 + Penalty 4744.311208 = -2076690.348916
  nChanged 2
		SP:Iteration 36Q (27814.860000 sec): 3 clusters
  Score: Raw -2081434.774866 + Penalty 4744.311208 = -2076690.463658
  nChanged 2
		SP:Iteration 37Q (27815.080000 sec): 3 clusters
  Score: Raw -2081434.866210 + Penalty 4744.311208 = -2076690.555002
  nChanged 1
		SP:Iteration 38Q (27815.470000 sec): 3 clusters
  Score: Raw -2081434.977306 + Penalty 4744.311208 = -2076690.666097
  nChanged 2
		SP:Iteration 39Q (27815.670000 sec): 3 clusters
  Score: Raw -2081435.075984 + Penalty 4744.311208 = -2076690.764776
  nChanged 1
		SP:Iteration 40F (27816.000000 sec): 3 clusters
  Score: Raw -2081435.091871 + Penalty 4744.311208 = -2076690.780663
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (31521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27816.350000 sec): 2 clusters
  Score: Raw -4988309.354406 + Penalty 2568.885499 = -4985740.468908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27816.790000 sec): 3 clusters
  Score: Raw -4969430.691106 + Penalty 5137.770998 = -4964292.920109
  nChanged 14128
		SP:Iteration 1F (27817.240000 sec): 3 clusters
  Score: Raw -4977277.355665 + Penalty 5137.770998 = -4972139.584667
  nChanged 1615
		SP:Iteration 2F (27817.580000 sec): 3 clusters
  Score: Raw -4977922.251075 + Penalty 5137.770998 = -4972784.480077
  nChanged 1506
		SP:Iteration 3Q (27818.030000 sec): 3 clusters
  Score: Raw -4978539.476621 + Penalty 5137.770998 = -4973401.705624
  nChanged 1445
		SP:Iteration 4Q (27818.370000 sec): 3 clusters
  Score: Raw -4979183.157280 + Penalty 5137.770998 = -4974045.386282
  nChanged 1421
		SP:Iteration 5Q (27818.720000 sec): 3 clusters
  Score: Raw -4979853.910755 + Penalty 5137.770998 = -4974716.139757
  nChanged 1413
		SP:Iteration 6Q (27819.080000 sec): 3 clusters
  Score: Raw -4980569.658298 + Penalty 5137.770998 = -4975431.887301
  nChanged 1457
		SP:Iteration 7Q (27819.480000 sec): 3 clusters
  Score: Raw -4981393.466679 + Penalty 5137.770998 = -4976255.695681
  nChanged 1512
		SP:Iteration 8Q (27819.880000 sec): 3 clusters
  Score: Raw -4982401.228620 + Penalty 5137.770998 = -4977263.457622
  nChanged 1498
		SP:Iteration 9Q (27820.280000 sec): 3 clusters
  Score: Raw -4983684.758504 + Penalty 5137.770998 = -4978546.987507
  nChanged 1462
		SP:Iteration 10Q (27820.720000 sec): 3 clusters
  Score: Raw -4984930.068070 + Penalty 5137.770998 = -4979792.297073
  nChanged 1216
		SP:Iteration 11Q (27821.040000 sec): 3 clusters
  Score: Raw -4985722.623378 + Penalty 5137.770998 = -4980584.852381
  nChanged 915
		SP:Iteration 12Q (27821.400000 sec): 3 clusters
  Score: Raw -4986224.283550 + Penalty 5137.770998 = -4981086.512553
  nChanged 744
		SP:Iteration 13Q (27821.810000 sec): 3 clusters
  Score: Raw -4986584.154140 + Penalty 5137.770998 = -4981446.383142
  nChanged 587
		SP:Iteration 14Q (27822.220000 sec): 3 clusters
  Score: Raw -4986845.113780 + Penalty 5137.770998 = -4981707.342782
  nChanged 499
		SP:Iteration 15Q (27822.680000 sec): 3 clusters
  Score: Raw -4987049.975774 + Penalty 5137.770998 = -4981912.204776
  nChanged 452
		SP:Iteration 16Q (27823.110000 sec): 3 clusters
  Score: Raw -4987245.257248 + Penalty 5137.770998 = -4982107.486251
  nChanged 422
		SP:Iteration 17Q (27823.460000 sec): 3 clusters
  Score: Raw -4987435.704476 + Penalty 5137.770998 = -4982297.933479
  nChanged 404
		SP:Iteration 18Q (27823.900000 sec): 3 clusters
  Score: Raw -4987622.067962 + Penalty 5137.770998 = -4982484.296964
  nChanged 364
		SP:Iteration 19Q (27824.290000 sec): 3 clusters
  Score: Raw -4987783.009791 + Penalty 5137.770998 = -4982645.238793
  nChanged 324
		SP:Iteration 20F (27824.650000 sec): 3 clusters
  Score: Raw -4987926.266467 + Penalty 5137.770998 = -4982788.495470
  nChanged 282
		SP:Iteration 21Q (27825.090000 sec): 3 clusters
  Score: Raw -4988051.479904 + Penalty 5137.770998 = -4982913.708906
  nChanged 252
		SP:Iteration 22Q (27825.440000 sec): 3 clusters
  Score: Raw -4988169.475843 + Penalty 5137.770998 = -4983031.704846
  nChanged 207
		SP:Iteration 23Q (27825.840000 sec): 3 clusters
  Score: Raw -4988261.854986 + Penalty 5137.770998 = -4983124.083989
  nChanged 162
		SP:Iteration 24Q (27826.250000 sec): 3 clusters
  Score: Raw -4988329.006494 + Penalty 5137.770998 = -4983191.235496
  nChanged 146
		SP:Iteration 25Q (27826.680000 sec): 3 clusters
  Score: Raw -4988398.610314 + Penalty 5137.770998 = -4983260.839317
  nChanged 140
		SP:Iteration 26Q (27827.090000 sec): 3 clusters
  Score: Raw -4988466.483067 + Penalty 5137.770998 = -4983328.712070
  nChanged 89
		SP:Iteration 27Q (27827.490000 sec): 3 clusters
  Score: Raw -4988508.328277 + Penalty 5137.770998 = -4983370.557279
  nChanged 106
		SP:Iteration 28Q (27827.900000 sec): 3 clusters
  Score: Raw -4988550.603771 + Penalty 5137.770998 = -4983412.832774
  nChanged 69
		SP:Iteration 29Q (27828.260000 sec): 3 clusters
  Score: Raw -4988575.373069 + Penalty 5137.770998 = -4983437.602071
  nChanged 52
		SP:Iteration 30Q (27828.690000 sec): 3 clusters
  Score: Raw -4988594.676765 + Penalty 5137.770998 = -4983456.905767
  nChanged 35
		SP:Iteration 31Q (27829.100000 sec): 3 clusters
  Score: Raw -4988607.508242 + Penalty 5137.770998 = -4983469.737244
  nChanged 36
		SP:Iteration 32Q (27829.480000 sec): 3 clusters
  Score: Raw -4988620.528324 + Penalty 5137.770998 = -4983482.757326
  nChanged 31
		SP:Iteration 33Q (27829.950000 sec): 3 clusters
  Score: Raw -4988630.976870 + Penalty 5137.770998 = -4983493.205873
  nChanged 30
		SP:Iteration 34Q (27830.340000 sec): 3 clusters
  Score: Raw -4988643.438433 + Penalty 5137.770998 = -4983505.667436
  nChanged 34
		SP:Iteration 35Q (27830.730000 sec): 3 clusters
  Score: Raw -4988659.720996 + Penalty 5137.770998 = -4983521.949999
  nChanged 31
		SP:Iteration 36Q (27831.160000 sec): 3 clusters
  Score: Raw -4988673.670291 + Penalty 5137.770998 = -4983535.899293
  nChanged 31
		SP:Iteration 37Q (27831.570000 sec): 3 clusters
  Score: Raw -4988687.923829 + Penalty 5137.770998 = -4983550.152831
  nChanged 31
		SP:Iteration 38Q (27831.930000 sec): 3 clusters
  Score: Raw -4988699.845584 + Penalty 5137.770998 = -4983562.074587
  nChanged 27
		SP:Iteration 39Q (27832.340000 sec): 3 clusters
  Score: Raw -4988710.005792 + Penalty 5137.770998 = -4983572.234794
  nChanged 26
		SP:Iteration 40F (27832.790000 sec): 3 clusters
  Score: Raw -4988720.397503 + Penalty 5137.770998 = -4983582.626505
  nChanged 20
		SP:Iteration 41Q (27833.140000 sec): 3 clusters
  Score: Raw -4988729.764459 + Penalty 5137.770998 = -4983591.993462
  nChanged 15
		SP:Iteration 42Q (27833.570000 sec): 3 clusters
  Score: Raw -4988735.422314 + Penalty 5137.770998 = -4983597.651316
  nChanged 9
		SP:Iteration 43Q (27833.980000 sec): 3 clusters
  Score: Raw -4988738.147859 + Penalty 5137.770998 = -4983600.376862
  nChanged 5
		SP:Iteration 44Q (27834.360000 sec): 3 clusters
  Score: Raw -4988739.582937 + Penalty 5137.770998 = -4983601.811940
  nChanged 6
		SP:Iteration 45Q (27834.710000 sec): 3 clusters
  Score: Raw -4988741.686783 + Penalty 5137.770998 = -4983603.915785
  nChanged 5
		SP:Iteration 46Q (27835.130000 sec): 3 clusters
  Score: Raw -4988743.319215 + Penalty 5137.770998 = -4983605.548218
  nChanged 5
		SP:Iteration 47Q (27835.570000 sec): 3 clusters
  Score: Raw -4988745.126640 + Penalty 5137.770998 = -4983607.355643
  nChanged 7
		SP:Iteration 48Q (27835.940000 sec): 3 clusters
  Score: Raw -4988749.044971 + Penalty 5137.770998 = -4983611.273973
  nChanged 14
		SP:Iteration 49Q (27836.330000 sec): 3 clusters
  Score: Raw -4988754.449297 + Penalty 5137.770998 = -4983616.678300
  nChanged 9
		SP:Iteration 50Q (27836.750000 sec): 3 clusters
  Score: Raw -4988757.772830 + Penalty 5137.770998 = -4983620.001832
  nChanged 8
		SP:Iteration 51Q (27837.110000 sec): 3 clusters
  Score: Raw -4988761.778224 + Penalty 5137.770998 = -4983624.007226
  nChanged 9
		SP:Iteration 52Q (27837.480000 sec): 3 clusters
  Score: Raw -4988765.675425 + Penalty 5137.770998 = -4983627.904427
  nChanged 6
		SP:Iteration 53Q (27837.880000 sec): 3 clusters
  Score: Raw -4988767.531451 + Penalty 5137.770998 = -4983629.760454
  nChanged 7
		SP:Iteration 54Q (27838.270000 sec): 3 clusters
  Score: Raw -4988770.222807 + Penalty 5137.770998 = -4983632.451810
  nChanged 5
		SP:Iteration 55Q (27838.720000 sec): 3 clusters
  Score: Raw -4988772.312119 + Penalty 5137.770998 = -4983634.541121
  nChanged 5
		SP:Iteration 56Q (27839.160000 sec): 3 clusters
  Score: Raw -4988774.914879 + Penalty 5137.770998 = -4983637.143881
  nChanged 4
		SP:Iteration 57Q (27839.490000 sec): 3 clusters
  Score: Raw -4988777.190470 + Penalty 5137.770998 = -4983639.419472
  nChanged 8
		SP:Iteration 58Q (27839.860000 sec): 3 clusters
  Score: Raw -4988780.683158 + Penalty 5137.770998 = -4983642.912160
  nChanged 5
		SP:Iteration 59Q (27840.250000 sec): 3 clusters
  Score: Raw -4988782.790669 + Penalty 5137.770998 = -4983645.019672
  nChanged 1
		SP:Iteration 60F (27840.630000 sec): 3 clusters
  Score: Raw -4988783.170149 + Penalty 5137.770998 = -4983645.399152
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (20906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27840.870000 sec): 2 clusters
  Score: Raw -3335410.044853 + Penalty 2467.052287 = -3332942.992566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27841.140000 sec): 3 clusters
  Score: Raw -3323299.093202 + Penalty 4934.104573 = -3318364.988629
  nChanged 9172
		SP:Iteration 1F (27841.370000 sec): 3 clusters
  Score: Raw -3328384.452887 + Penalty 4934.104573 = -3323450.348314
  nChanged 1168
		SP:Iteration 2F (27841.710000 sec): 3 clusters
  Score: Raw -3328909.595472 + Penalty 4934.104573 = -3323975.490899
  nChanged 1119
		SP:Iteration 3F (27842.090000 sec): 3 clusters
  Score: Raw -3329503.626245 + Penalty 4934.104573 = -3324569.521671
  nChanged 1124
		SP:Iteration 4F (27842.370000 sec): 3 clusters
  Score: Raw -3330181.482012 + Penalty 4934.104573 = -3325247.377439
  nChanged 1214
		SP:Iteration 5F (27842.700000 sec): 3 clusters
  Score: Raw -3330985.379963 + Penalty 4934.104573 = -3326051.275390
  nChanged 1238
		SP:Iteration 6F (27843.050000 sec): 3 clusters
  Score: Raw -3331755.159328 + Penalty 4934.104573 = -3326821.054755
  nChanged 1147
		SP:Iteration 7F (27843.520000 sec): 3 clusters
  Score: Raw -3332391.492389 + Penalty 4934.104573 = -3327457.387816
  nChanged 939
		SP:Iteration 8Q (27843.890000 sec): 3 clusters
  Score: Raw -3332887.403408 + Penalty 4934.104573 = -3327953.298835
  nChanged 792
		SP:Iteration 9Q (27844.240000 sec): 3 clusters
  Score: Raw -3333267.409756 + Penalty 4934.104573 = -3328333.305183
  nChanged 652
		SP:Iteration 10Q (27844.520000 sec): 3 clusters
  Score: Raw -3333597.115813 + Penalty 4934.104573 = -3328663.011240
  nChanged 587
		SP:Iteration 11Q (27844.830000 sec): 3 clusters
  Score: Raw -3333899.659607 + Penalty 4934.104573 = -3328965.555034
  nChanged 565
		SP:Iteration 12Q (27845.150000 sec): 3 clusters
  Score: Raw -3334218.882927 + Penalty 4934.104573 = -3329284.778354
  nChanged 520
		SP:Iteration 13Q (27845.540000 sec): 3 clusters
  Score: Raw -3334492.335451 + Penalty 4934.104573 = -3329558.230877
  nChanged 459
		SP:Iteration 14Q (27845.920000 sec): 3 clusters
  Score: Raw -3334734.375490 + Penalty 4934.104573 = -3329800.270917
  nChanged 414
		SP:Iteration 15Q (27846.250000 sec): 3 clusters
  Score: Raw -3334912.316778 + Penalty 4934.104573 = -3329978.212205
  nChanged 292
		SP:Iteration 16Q (27846.570000 sec): 3 clusters
  Score: Raw -3335046.871983 + Penalty 4934.104573 = -3330112.767410
  nChanged 273
		SP:Iteration 17Q (27846.950000 sec): 3 clusters
  Score: Raw -3335163.010976 + Penalty 4934.104573 = -3330228.906403
  nChanged 222
		SP:Iteration 18Q (27847.290000 sec): 3 clusters
  Score: Raw -3335245.636661 + Penalty 4934.104573 = -3330311.532087
  nChanged 181
		SP:Iteration 19Q (27847.680000 sec): 3 clusters
  Score: Raw -3335312.702319 + Penalty 4934.104573 = -3330378.597746
  nChanged 174
		SP:Iteration 20F (27847.970000 sec): 3 clusters
  Score: Raw -3335369.047902 + Penalty 4934.104573 = -3330434.943329
  nChanged 176
		SP:Iteration 21Q (27848.310000 sec): 3 clusters
  Score: Raw -3335424.386389 + Penalty 4934.104573 = -3330490.281816
  nChanged 159
		SP:Iteration 22Q (27848.710000 sec): 3 clusters
  Score: Raw -3335473.156361 + Penalty 4934.104573 = -3330539.051788
  nChanged 138
		SP:Iteration 23Q (27849.030000 sec): 3 clusters
  Score: Raw -3335509.926539 + Penalty 4934.104573 = -3330575.821966
  nChanged 138
		SP:Iteration 24Q (27849.390000 sec): 3 clusters
  Score: Raw -3335544.713009 + Penalty 4934.104573 = -3330610.608436
  nChanged 119
		SP:Iteration 25Q (27849.720000 sec): 3 clusters
  Score: Raw -3335572.587894 + Penalty 4934.104573 = -3330638.483321
  nChanged 105
		SP:Iteration 26Q (27850.050000 sec): 3 clusters
  Score: Raw -3335595.318023 + Penalty 4934.104573 = -3330661.213449
  nChanged 91
		SP:Iteration 27Q (27850.370000 sec): 3 clusters
  Score: Raw -3335618.629961 + Penalty 4934.104573 = -3330684.525388
  nChanged 83
		SP:Iteration 28Q (27850.680000 sec): 3 clusters
  Score: Raw -3335637.758411 + Penalty 4934.104573 = -3330703.653838
  nChanged 91
		SP:Iteration 29Q (27850.970000 sec): 3 clusters
  Score: Raw -3335658.930805 + Penalty 4934.104573 = -3330724.826232
  nChanged 78
		SP:Iteration 30Q (27851.300000 sec): 3 clusters
  Score: Raw -3335674.968845 + Penalty 4934.104573 = -3330740.864271
  nChanged 70
		SP:Iteration 31Q (27851.580000 sec): 3 clusters
  Score: Raw -3335689.401081 + Penalty 4934.104573 = -3330755.296508
  nChanged 66
		SP:Iteration 32Q (27851.940000 sec): 3 clusters
  Score: Raw -3335701.324986 + Penalty 4934.104573 = -3330767.220413
  nChanged 65
		SP:Iteration 33Q (27852.200000 sec): 3 clusters
  Score: Raw -3335713.848446 + Penalty 4934.104573 = -3330779.743873
  nChanged 65
		SP:Iteration 34Q (27852.460000 sec): 3 clusters
  Score: Raw -3335727.969075 + Penalty 4934.104573 = -3330793.864502
  nChanged 79
		SP:Iteration 35Q (27852.730000 sec): 3 clusters
  Score: Raw -3335745.982857 + Penalty 4934.104573 = -3330811.878284
  nChanged 73
		SP:Iteration 36Q (27853.040000 sec): 3 clusters
  Score: Raw -3335759.853769 + Penalty 4934.104573 = -3330825.749196
  nChanged 52
		SP:Iteration 37Q (27853.330000 sec): 3 clusters
  Score: Raw -3335768.448012 + Penalty 4934.104573 = -3330834.343439
  nChanged 50
		SP:Iteration 38Q (27853.620000 sec): 3 clusters
  Score: Raw -3335774.620407 + Penalty 4934.104573 = -3330840.515833
  nChanged 37
		SP:Iteration 39Q (27853.880000 sec): 3 clusters
  Score: Raw -3335779.432957 + Penalty 4934.104573 = -3330845.328384
  nChanged 36
		SP:Iteration 40F (27854.230000 sec): 3 clusters
  Score: Raw -3335785.238224 + Penalty 4934.104573 = -3330851.133651
  nChanged 47
		SP:Iteration 41Q (27854.520000 sec): 3 clusters
  Score: Raw -3335792.855069 + Penalty 4934.104573 = -3330858.750496
  nChanged 46
		SP:Iteration 42Q (27854.760000 sec): 3 clusters
  Score: Raw -3335801.497725 + Penalty 4934.104573 = -3330867.393152
  nChanged 48
		SP:Iteration 43Q (27855.050000 sec): 3 clusters
  Score: Raw -3335809.692670 + Penalty 4934.104573 = -3330875.588097
  nChanged 44
		SP:Iteration 44Q (27855.320000 sec): 3 clusters
  Score: Raw -3335816.599051 + Penalty 4934.104573 = -3330882.494478
  nChanged 51
		SP:Iteration 45Q (27855.680000 sec): 3 clusters
  Score: Raw -3335824.438804 + Penalty 4934.104573 = -3330890.334231
  nChanged 53
		SP:Iteration 46Q (27855.960000 sec): 3 clusters
  Score: Raw -3335832.778816 + Penalty 4934.104573 = -3330898.674243
  nChanged 38
		SP:Iteration 47Q (27856.330000 sec): 3 clusters
  Score: Raw -3335839.300448 + Penalty 4934.104573 = -3330905.195875
  nChanged 31
		SP:Iteration 48Q (27856.640000 sec): 3 clusters
  Score: Raw -3335844.397960 + Penalty 4934.104573 = -3330910.293387
  nChanged 30
		SP:Iteration 49Q (27856.930000 sec): 3 clusters
  Score: Raw -3335848.697491 + Penalty 4934.104573 = -3330914.592918
  nChanged 35
		SP:Iteration 50Q (27857.210000 sec): 3 clusters
  Score: Raw -3335853.150373 + Penalty 4934.104573 = -3330919.045800
  nChanged 29
		SP:Iteration 51Q (27857.500000 sec): 3 clusters
  Score: Raw -3335856.483550 + Penalty 4934.104573 = -3330922.378977
  nChanged 28
		SP:Iteration 52Q (27857.820000 sec): 3 clusters
  Score: Raw -3335860.760577 + Penalty 4934.104573 = -3330926.656004
  nChanged 35
		SP:Iteration 53Q (27858.130000 sec): 3 clusters
  Score: Raw -3335865.712120 + Penalty 4934.104573 = -3330931.607547
  nChanged 32
		SP:Iteration 54Q (27858.530000 sec): 3 clusters
  Score: Raw -3335870.003884 + Penalty 4934.104573 = -3330935.899311
  nChanged 25
		SP:Iteration 55Q (27858.860000 sec): 3 clusters
  Score: Raw -3335873.760513 + Penalty 4934.104573 = -3330939.655940
  nChanged 42
		SP:Iteration 56Q (27859.190000 sec): 3 clusters
  Score: Raw -3335880.443640 + Penalty 4934.104573 = -3330946.339067
  nChanged 42
		SP:Iteration 57Q (27859.530000 sec): 3 clusters
  Score: Raw -3335887.219039 + Penalty 4934.104573 = -3330953.114466
  nChanged 48
		SP:Iteration 58Q (27859.830000 sec): 3 clusters
  Score: Raw -3335894.914854 + Penalty 4934.104573 = -3330960.810281
  nChanged 46
		SP:Iteration 59Q (27860.160000 sec): 3 clusters
  Score: Raw -3335902.214122 + Penalty 4934.104573 = -3330968.109549
  nChanged 35
		SP:Iteration 60F (27860.410000 sec): 3 clusters
  Score: Raw -3335907.190064 + Penalty 4934.104573 = -3330973.085491
  nChanged 36
		SP:Iteration 61Q (27860.700000 sec): 3 clusters
  Score: Raw -3335914.306125 + Penalty 4934.104573 = -3330980.201552
  nChanged 41
		SP:Iteration 62Q (27861.010000 sec): 3 clusters
  Score: Raw -3335921.592168 + Penalty 4934.104573 = -3330987.487595
  nChanged 35
		SP:Iteration 63Q (27861.260000 sec): 3 clusters
  Score: Raw -3335927.020320 + Penalty 4934.104573 = -3330992.915747
  nChanged 35
		SP:Iteration 64Q (27861.540000 sec): 3 clusters
  Score: Raw -3335932.442428 + Penalty 4934.104573 = -3330998.337855
  nChanged 28
		SP:Iteration 65Q (27861.880000 sec): 3 clusters
  Score: Raw -3335937.245501 + Penalty 4934.104573 = -3331003.140928
  nChanged 25
		SP:Iteration 66Q (27862.250000 sec): 3 clusters
  Score: Raw -3335941.004275 + Penalty 4934.104573 = -3331006.899702
  nChanged 25
		SP:Iteration 67Q (27862.560000 sec): 3 clusters
  Score: Raw -3335944.950888 + Penalty 4934.104573 = -3331010.846315
  nChanged 27
		SP:Iteration 68Q (27862.860000 sec): 3 clusters
  Score: Raw -3335949.244643 + Penalty 4934.104573 = -3331015.140070
  nChanged 29
		SP:Iteration 69Q (27863.140000 sec): 3 clusters
  Score: Raw -3335953.278046 + Penalty 4934.104573 = -3331019.173473
  nChanged 23
		SP:Iteration 70Q (27863.500000 sec): 3 clusters
  Score: Raw -3335957.627385 + Penalty 4934.104573 = -3331023.522812
  nChanged 28
		SP:Iteration 71Q (27863.790000 sec): 3 clusters
  Score: Raw -3335962.457050 + Penalty 4934.104573 = -3331028.352477
  nChanged 31
		SP:Iteration 72Q (27864.050000 sec): 3 clusters
  Score: Raw -3335969.418016 + Penalty 4934.104573 = -3331035.313443
  nChanged 37
		SP:Iteration 73Q (27864.350000 sec): 3 clusters
  Score: Raw -3335976.344334 + Penalty 4934.104573 = -3331042.239761
  nChanged 40
		SP:Iteration 74Q (27864.740000 sec): 3 clusters
  Score: Raw -3335984.872821 + Penalty 4934.104573 = -3331050.768248
  nChanged 42
		SP:Iteration 75Q (27865.120000 sec): 3 clusters
  Score: Raw -3335992.275704 + Penalty 4934.104573 = -3331058.171131
  nChanged 32
		SP:Iteration 76Q (27865.410000 sec): 3 clusters
  Score: Raw -3335999.562210 + Penalty 4934.104573 = -3331065.457637
  nChanged 39
		SP:Iteration 77Q (27865.730000 sec): 3 clusters
  Score: Raw -3336005.425588 + Penalty 4934.104573 = -3331071.321014
  nChanged 27
		SP:Iteration 78Q (27866.090000 sec): 3 clusters
  Score: Raw -3336009.296564 + Penalty 4934.104573 = -3331075.191991
  nChanged 22
		SP:Iteration 79Q (27866.400000 sec): 3 clusters
  Score: Raw -3336012.650072 + Penalty 4934.104573 = -3331078.545499
  nChanged 26
		SP:Iteration 80F (27866.760000 sec): 3 clusters
  Score: Raw -3336017.613987 + Penalty 4934.104573 = -3331083.509414
  nChanged 31
		SP:Iteration 81Q (27867.160000 sec): 3 clusters
  Score: Raw -3336023.616643 + Penalty 4934.104573 = -3331089.512070
  nChanged 26
		SP:Iteration 82Q (27867.480000 sec): 3 clusters
  Score: Raw -3336027.466625 + Penalty 4934.104573 = -3331093.362052
  nChanged 21
		SP:Iteration 83Q (27867.860000 sec): 3 clusters
  Score: Raw -3336030.896997 + Penalty 4934.104573 = -3331096.792424
  nChanged 14
		SP:Iteration 84Q (27868.160000 sec): 3 clusters
  Score: Raw -3336032.728771 + Penalty 4934.104573 = -3331098.624198
  nChanged 9
		SP:Iteration 85Q (27868.480000 sec): 3 clusters
  Score: Raw -3336034.081600 + Penalty 4934.104573 = -3331099.977026
  nChanged 11
		SP:Iteration 86Q (27868.700000 sec): 3 clusters
  Score: Raw -3336035.213149 + Penalty 4934.104573 = -3331101.108576
  nChanged 9
		SP:Iteration 87Q (27868.960000 sec): 3 clusters
  Score: Raw -3336036.312198 + Penalty 4934.104573 = -3331102.207625
  nChanged 13
		SP:Iteration 88Q (27869.290000 sec): 3 clusters
  Score: Raw -3336038.464832 + Penalty 4934.104573 = -3331104.360259
  nChanged 8
		SP:Iteration 89Q (27869.620000 sec): 3 clusters
  Score: Raw -3336039.549315 + Penalty 4934.104573 = -3331105.444742
  nChanged 8
		SP:Iteration 90Q (27869.890000 sec): 3 clusters
  Score: Raw -3336040.332790 + Penalty 4934.104573 = -3331106.228217
  nChanged 4
		SP:Iteration 91Q (27870.220000 sec): 3 clusters
  Score: Raw -3336040.820968 + Penalty 4934.104573 = -3331106.716395
  nChanged 4
		SP:Iteration 92Q (27870.450000 sec): 3 clusters
  Score: Raw -3336041.206802 + Penalty 4934.104573 = -3331107.102229
  nChanged 1
		SP:Iteration 93Q (27870.800000 sec): 3 clusters
  Score: Raw -3336041.258688 + Penalty 4934.104573 = -3331107.154115
  nChanged 1
		SP:Iteration 94Q (27871.080000 sec): 3 clusters
  Score: Raw -3336041.393278 + Penalty 4934.104573 = -3331107.288705
  nChanged 3
		SP:Iteration 95Q (27871.440000 sec): 3 clusters
  Score: Raw -3336041.676819 + Penalty 4934.104573 = -3331107.572246
  nChanged 1
		SP:Iteration 96Q (27871.750000 sec): 3 clusters
  Score: Raw -3336041.863597 + Penalty 4934.104573 = -3331107.759023
  nChanged 5
		SP:Iteration 97Q (27871.970000 sec): 3 clusters
  Score: Raw -3336042.365701 + Penalty 4934.104573 = -3331108.261128
  nChanged 3
		SP:Iteration 98Q (27872.280000 sec): 3 clusters
  Score: Raw -3336042.713451 + Penalty 4934.104573 = -3331108.608877
  nChanged 4
		SP:Iteration 99Q (27872.600000 sec): 3 clusters
  Score: Raw -3336043.147498 + Penalty 4934.104573 = -3331109.042924
  nChanged 2
		SP:Iteration 100F (27873.000000 sec): 3 clusters
  Score: Raw -3336043.450648 + Penalty 4934.104573 = -3331109.346075
  nChanged 4
		SP:Iteration 101Q (27873.320000 sec): 3 clusters
  Score: Raw -3336044.047049 + Penalty 4934.104573 = -3331109.942476
  nChanged 2
		SP:Iteration 102Q (27873.630000 sec): 3 clusters
  Score: Raw -3336044.204380 + Penalty 4934.104573 = -3331110.099807
  nChanged 0
		SP:Iteration 103F (27873.920000 sec): 3 clusters
  Score: Raw -3336044.204380 + Penalty 4934.104573 = -3331110.099807
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (3399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27874.050000 sec): 2 clusters
  Score: Raw -508410.054783 + Penalty 2016.546664 = -506393.508118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27874.250000 sec): 3 clusters
  Score: Raw -506947.848986 + Penalty 4033.093329 = -502914.755657
  nChanged 1230
		SP:Iteration 1F (27874.400000 sec): 3 clusters
  Score: Raw -507838.190859 + Penalty 4033.093329 = -503805.097531
  nChanged 310
		SP:Iteration 2F (27874.590000 sec): 3 clusters
  Score: Raw -508109.126361 + Penalty 4033.093329 = -504076.033032
  nChanged 218
		SP:Iteration 3F (27874.760000 sec): 3 clusters
  Score: Raw -508302.732594 + Penalty 4033.093329 = -504269.639266
  nChanged 160
		SP:Iteration 4Q (27874.980000 sec): 3 clusters
  Score: Raw -508431.006132 + Penalty 4033.093329 = -504397.912803
  nChanged 124
		SP:Iteration 5Q (27875.140000 sec): 3 clusters
  Score: Raw -508525.895409 + Penalty 4033.093329 = -504492.802080
  nChanged 99
		SP:Iteration 6Q (27875.320000 sec): 3 clusters
  Score: Raw -508594.396635 + Penalty 4033.093329 = -504561.303306
  nChanged 68
		SP:Iteration 7Q (27875.460000 sec): 3 clusters
  Score: Raw -508630.614595 + Penalty 4033.093329 = -504597.521266
  nChanged 45
		SP:Iteration 8Q (27875.650000 sec): 3 clusters
  Score: Raw -508651.595533 + Penalty 4033.093329 = -504618.502205
  nChanged 34
		SP:Iteration 9Q (27875.800000 sec): 3 clusters
  Score: Raw -508672.109793 + Penalty 4033.093329 = -504639.016465
  nChanged 35
		SP:Iteration 10Q (27875.940000 sec): 3 clusters
  Score: Raw -508691.270086 + Penalty 4033.093329 = -504658.176757
  nChanged 32
		SP:Iteration 11Q (27876.080000 sec): 3 clusters
  Score: Raw -508707.191589 + Penalty 4033.093329 = -504674.098260
  nChanged 32
		SP:Iteration 12Q (27876.270000 sec): 3 clusters
  Score: Raw -508723.488429 + Penalty 4033.093329 = -504690.395101
  nChanged 20
		SP:Iteration 13Q (27876.440000 sec): 3 clusters
  Score: Raw -508732.613736 + Penalty 4033.093329 = -504699.520407
  nChanged 9
		SP:Iteration 14Q (27876.630000 sec): 3 clusters
  Score: Raw -508736.236123 + Penalty 4033.093329 = -504703.142795
  nChanged 12
		SP:Iteration 15Q (27876.830000 sec): 3 clusters
  Score: Raw -508742.490652 + Penalty 4033.093329 = -504709.397323
  nChanged 15
		SP:Iteration 16Q (27876.960000 sec): 3 clusters
  Score: Raw -508749.470582 + Penalty 4033.093329 = -504716.377253
  nChanged 15
		SP:Iteration 17Q (27877.140000 sec): 3 clusters
  Score: Raw -508755.118296 + Penalty 4033.093329 = -504722.024967
  nChanged 17
		SP:Iteration 18Q (27877.310000 sec): 3 clusters
  Score: Raw -508763.606167 + Penalty 4033.093329 = -504730.512838
  nChanged 17
		SP:Iteration 19Q (27877.430000 sec): 3 clusters
  Score: Raw -508773.029814 + Penalty 4033.093329 = -504739.936485
  nChanged 22
		SP:Iteration 20F (27877.580000 sec): 3 clusters
  Score: Raw -508783.386733 + Penalty 4033.093329 = -504750.293405
  nChanged 16
		SP:Iteration 21Q (27877.720000 sec): 3 clusters
  Score: Raw -508791.593449 + Penalty 4033.093329 = -504758.500120
  nChanged 21
		SP:Iteration 22Q (27877.860000 sec): 3 clusters
  Score: Raw -508800.872709 + Penalty 4033.093329 = -504767.779380
  nChanged 18
		SP:Iteration 23Q (27878.000000 sec): 3 clusters
  Score: Raw -508811.075959 + Penalty 4033.093329 = -504777.982631
  nChanged 16
		SP:Iteration 24Q (27878.150000 sec): 3 clusters
  Score: Raw -508816.757444 + Penalty 4033.093329 = -504783.664116
  nChanged 9
		SP:Iteration 25Q (27878.300000 sec): 3 clusters
  Score: Raw -508822.252375 + Penalty 4033.093329 = -504789.159047
  nChanged 12
		SP:Iteration 26Q (27878.440000 sec): 3 clusters
  Score: Raw -508826.772282 + Penalty 4033.093329 = -504793.678954
  nChanged 11
		SP:Iteration 27Q (27878.580000 sec): 3 clusters
  Score: Raw -508831.067810 + Penalty 4033.093329 = -504797.974482
  nChanged 11
		SP:Iteration 28Q (27878.730000 sec): 3 clusters
  Score: Raw -508837.134261 + Penalty 4033.093329 = -504804.040932
  nChanged 14
		SP:Iteration 29Q (27878.870000 sec): 3 clusters
  Score: Raw -508843.442306 + Penalty 4033.093329 = -504810.348977
  nChanged 13
		SP:Iteration 30Q (27879.020000 sec): 3 clusters
  Score: Raw -508848.437446 + Penalty 4033.093329 = -504815.344117
  nChanged 12
		SP:Iteration 31Q (27879.160000 sec): 3 clusters
  Score: Raw -508853.535674 + Penalty 4033.093329 = -504820.442346
  nChanged 11
		SP:Iteration 32Q (27879.300000 sec): 3 clusters
  Score: Raw -508860.823690 + Penalty 4033.093329 = -504827.730361
  nChanged 19
		SP:Iteration 33Q (27879.450000 sec): 3 clusters
  Score: Raw -508872.624581 + Penalty 4033.093329 = -504839.531252
  nChanged 27
		SP:Iteration 34Q (27879.590000 sec): 3 clusters
  Score: Raw -508889.186802 + Penalty 4033.093329 = -504856.093473
  nChanged 24
		SP:Iteration 35Q (27879.740000 sec): 3 clusters
  Score: Raw -508902.533445 + Penalty 4033.093329 = -504869.440116
  nChanged 19
		SP:Iteration 36Q (27879.930000 sec): 3 clusters
  Score: Raw -508914.155107 + Penalty 4033.093329 = -504881.061778
  nChanged 17
		SP:Iteration 37Q (27880.060000 sec): 3 clusters
  Score: Raw -508923.109125 + Penalty 4033.093329 = -504890.015797
  nChanged 16
		SP:Iteration 38Q (27880.200000 sec): 3 clusters
  Score: Raw -508931.064973 + Penalty 4033.093329 = -504897.971644
  nChanged 20
		SP:Iteration 39Q (27880.380000 sec): 3 clusters
  Score: Raw -508942.823993 + Penalty 4033.093329 = -504909.730664
  nChanged 20
		SP:Iteration 40F (27880.560000 sec): 3 clusters
  Score: Raw -508953.609716 + Penalty 4033.093329 = -504920.516388
  nChanged 23
		SP:Iteration 41Q (27880.760000 sec): 3 clusters
  Score: Raw -508965.997473 + Penalty 4033.093329 = -504932.904144
  nChanged 24
		SP:Iteration 42Q (27880.930000 sec): 3 clusters
  Score: Raw -508980.965983 + Penalty 4033.093329 = -504947.872654
  nChanged 28
		SP:Iteration 43Q (27881.100000 sec): 3 clusters
  Score: Raw -508999.750690 + Penalty 4033.093329 = -504966.657361
  nChanged 35
		SP:Iteration 44Q (27881.220000 sec): 3 clusters
  Score: Raw -509025.405999 + Penalty 4033.093329 = -504992.312671
  nChanged 33
		SP:Iteration 45Q (27881.360000 sec): 3 clusters
  Score: Raw -509047.894762 + Penalty 4033.093329 = -505014.801434
  nChanged 37
		SP:Iteration 46Q (27881.510000 sec): 3 clusters
  Score: Raw -509078.919011 + Penalty 4033.093329 = -505045.825682
  nChanged 37
		SP:Iteration 47Q (27881.650000 sec): 3 clusters
  Score: Raw -509107.565572 + Penalty 4033.093329 = -505074.472243
  nChanged 35
		SP:Iteration 48Q (27881.800000 sec): 3 clusters
  Score: Raw -509134.052694 + Penalty 4033.093329 = -505100.959366
  nChanged 33
		SP:Iteration 49Q (27881.940000 sec): 3 clusters
  Score: Raw -509160.249796 + Penalty 4033.093329 = -505127.156467
  nChanged 32
		SP:Iteration 50Q (27882.080000 sec): 3 clusters
  Score: Raw -509180.609549 + Penalty 4033.093329 = -505147.516220
  nChanged 31
		SP:Iteration 51Q (27882.230000 sec): 3 clusters
  Score: Raw -509210.984695 + Penalty 4033.093329 = -505177.891367
  nChanged 45
		SP:Iteration 52Q (27882.370000 sec): 3 clusters
  Score: Raw -509249.423666 + Penalty 4033.093329 = -505216.330338
  nChanged 51
		SP:Iteration 53Q (27882.570000 sec): 3 clusters
  Score: Raw -509301.385839 + Penalty 4033.093329 = -505268.292511
  nChanged 53
		SP:Iteration 54Q (27882.720000 sec): 3 clusters
  Score: Raw -509361.871875 + Penalty 4033.093329 = -505328.778546
  nChanged 42
		SP:Iteration 55Q (27882.860000 sec): 3 clusters
  Score: Raw -509406.546575 + Penalty 4033.093329 = -505373.453246
  nChanged 36
		SP:Iteration 56Q (27882.990000 sec): 3 clusters
  Score: Raw -509438.532846 + Penalty 4033.093329 = -505405.439517
  nChanged 26
		SP:Iteration 57Q (27883.140000 sec): 3 clusters
  Score: Raw -509464.240348 + Penalty 4033.093329 = -505431.147019
  nChanged 29
		SP:Iteration 58Q (27883.280000 sec): 3 clusters
  Score: Raw -509492.182345 + Penalty 4033.093329 = -505459.089017
  nChanged 31
		SP:Iteration 59Q (27883.450000 sec): 3 clusters
  Score: Raw -509520.327686 + Penalty 4033.093329 = -505487.234357
  nChanged 25
		SP:Iteration 60F (27883.590000 sec): 3 clusters
  Score: Raw -509542.567078 + Penalty 4033.093329 = -505509.473749
  nChanged 24
		SP:Iteration 61Q (27883.740000 sec): 3 clusters
  Score: Raw -509571.151678 + Penalty 4033.093329 = -505538.058350
  nChanged 23
		SP:Iteration 62Q (27883.860000 sec): 3 clusters
  Score: Raw -509598.708452 + Penalty 4033.093329 = -505565.615123
  nChanged 19
		SP:Iteration 63Q (27884.140000 sec): 3 clusters
  Score: Raw -509625.407824 + Penalty 4033.093329 = -505592.314496
  nChanged 24
		SP:Iteration 64Q (27884.300000 sec): 3 clusters
  Score: Raw -509657.207530 + Penalty 4033.093329 = -505624.114201
  nChanged 25
		SP:Iteration 65Q (27884.500000 sec): 3 clusters
  Score: Raw -509685.235405 + Penalty 4033.093329 = -505652.142076
  nChanged 17
		SP:Iteration 66Q (27884.680000 sec): 3 clusters
  Score: Raw -509701.041413 + Penalty 4033.093329 = -505667.948085
  nChanged 11
		SP:Iteration 67Q (27884.810000 sec): 3 clusters
  Score: Raw -509714.263504 + Penalty 4033.093329 = -505681.170175
  nChanged 9
		SP:Iteration 68Q (27884.960000 sec): 3 clusters
  Score: Raw -509720.819610 + Penalty 4033.093329 = -505687.726281
  nChanged 3
		SP:Iteration 69Q (27885.120000 sec): 3 clusters
  Score: Raw -509721.825877 + Penalty 4033.093329 = -505688.732548
  nChanged 0
		SP:Iteration 70F (27885.300000 sec): 3 clusters
  Score: Raw -509721.825877 + Penalty 4033.093329 = -505688.732548
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (164056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27886.380000 sec): 2 clusters
  Score: Raw -26510450.258272 + Penalty 2977.974852 = -26507472.283420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27887.680000 sec): 3 clusters
  Score: Raw -26403919.803878 + Penalty 5955.949704 = -26397963.854174
  nChanged 78200
		SP:Iteration 1F (27889.020000 sec): 3 clusters
  Score: Raw -26449372.519230 + Penalty 5955.949704 = -26443416.569526
  nChanged 5445
		SP:Iteration 2Q (27890.420000 sec): 3 clusters
  Score: Raw -26451038.520543 + Penalty 5955.949704 = -26445082.570840
  nChanged 6132
		SP:Iteration 3Q (27891.870000 sec): 3 clusters
  Score: Raw -26453425.385407 + Penalty 5955.949704 = -26447469.435703
  nChanged 7045
		SP:Iteration 4Q (27893.310000 sec): 3 clusters
  Score: Raw -26456958.621133 + Penalty 5955.949704 = -26451002.671429
  nChanged 8440
		SP:Iteration 5F (27894.650000 sec): 3 clusters
  Score: Raw -26461898.370005 + Penalty 5955.949704 = -26455942.420302
  nChanged 9639
		SP:Iteration 6F (27895.880000 sec): 3 clusters
  Score: Raw -26467884.330062 + Penalty 5955.949704 = -26461928.380359
  nChanged 10329
		SP:Iteration 7F (27897.310000 sec): 3 clusters
  Score: Raw -26474958.617968 + Penalty 5955.949704 = -26469002.668264
  nChanged 10714
		SP:Iteration 8F (27898.600000 sec): 3 clusters
  Score: Raw -26483034.296516 + Penalty 5955.949704 = -26477078.346813
  nChanged 10011
		SP:Iteration 9F (27900.240000 sec): 3 clusters
  Score: Raw -26491420.710612 + Penalty 5955.949704 = -26485464.760909
  nChanged 8246
		SP:Iteration 10F (27901.800000 sec): 3 clusters
  Score: Raw -26498937.385017 + Penalty 5955.949704 = -26492981.435313
  nChanged 6280
		SP:Iteration 11Q (27903.370000 sec): 3 clusters
  Score: Raw -26504413.292325 + Penalty 5955.949704 = -26498457.342622
  nChanged 4560
		SP:Iteration 12Q (27904.860000 sec): 3 clusters
  Score: Raw -26507788.888791 + Penalty 5955.949704 = -26501832.939087
  nChanged 3311
		SP:Iteration 13Q (27906.390000 sec): 3 clusters
  Score: Raw -26509737.606313 + Penalty 5955.949704 = -26503781.656610
  nChanged 2450
		SP:Iteration 14Q (27907.970000 sec): 3 clusters
  Score: Raw -26510792.735244 + Penalty 5955.949704 = -26504836.785541
  nChanged 1796
		SP:Iteration 15Q (27909.340000 sec): 3 clusters
  Score: Raw -26511395.323936 + Penalty 5955.949704 = -26505439.374232
  nChanged 1361
		SP:Iteration 16Q (27910.810000 sec): 3 clusters
  Score: Raw -26511724.820081 + Penalty 5955.949704 = -26505768.870378
  nChanged 961
		SP:Iteration 17Q (27912.070000 sec): 3 clusters
  Score: Raw -26511904.590010 + Penalty 5955.949704 = -26505948.640306
  nChanged 709
		SP:Iteration 18Q (27913.290000 sec): 3 clusters
  Score: Raw -26512000.155145 + Penalty 5955.949704 = -26506044.205442
  nChanged 493
		SP:Iteration 19Q (27914.570000 sec): 3 clusters
  Score: Raw -26512053.726731 + Penalty 5955.949704 = -26506097.777027
  nChanged 360
		SP:Iteration 20F (27915.800000 sec): 3 clusters
  Score: Raw -26512085.900908 + Penalty 5955.949704 = -26506129.951204
  nChanged 261
		SP:Iteration 21Q (27917.010000 sec): 3 clusters
  Score: Raw -26512105.435013 + Penalty 5955.949704 = -26506149.485309
  nChanged 223
		SP:Iteration 22Q (27918.240000 sec): 3 clusters
  Score: Raw -26512119.674941 + Penalty 5955.949704 = -26506163.725238
  nChanged 180
		SP:Iteration 23Q (27919.450000 sec): 3 clusters
  Score: Raw -26512129.805771 + Penalty 5955.949704 = -26506173.856067
  nChanged 143
		SP:Iteration 24Q (27920.790000 sec): 3 clusters
  Score: Raw -26512137.861733 + Penalty 5955.949704 = -26506181.912030
  nChanged 145
		SP:Iteration 25Q (27922.040000 sec): 3 clusters
  Score: Raw -26512145.448043 + Penalty 5955.949704 = -26506189.498339
  nChanged 142
		SP:Iteration 26Q (27923.330000 sec): 3 clusters
  Score: Raw -26512152.220441 + Penalty 5955.949704 = -26506196.270737
  nChanged 124
		SP:Iteration 27Q (27924.620000 sec): 3 clusters
  Score: Raw -26512157.718364 + Penalty 5955.949704 = -26506201.768660
  nChanged 113
		SP:Iteration 28Q (27925.900000 sec): 3 clusters
  Score: Raw -26512162.216888 + Penalty 5955.949704 = -26506206.267185
  nChanged 111
		SP:Iteration 29Q (27927.250000 sec): 3 clusters
  Score: Raw -26512166.190276 + Penalty 5955.949704 = -26506210.240572
  nChanged 89
		SP:Iteration 30Q (27928.550000 sec): 3 clusters
  Score: Raw -26512168.935035 + Penalty 5955.949704 = -26506212.985332
  nChanged 85
		SP:Iteration 31Q (27929.910000 sec): 3 clusters
  Score: Raw -26512171.649717 + Penalty 5955.949704 = -26506215.700014
  nChanged 71
		SP:Iteration 32Q (27931.180000 sec): 3 clusters
  Score: Raw -26512173.964971 + Penalty 5955.949704 = -26506218.015267
  nChanged 65
		SP:Iteration 33Q (27932.410000 sec): 3 clusters
  Score: Raw -26512176.247841 + Penalty 5955.949704 = -26506220.298138
  nChanged 74
		SP:Iteration 34Q (27933.660000 sec): 3 clusters
  Score: Raw -26512178.923122 + Penalty 5955.949704 = -26506222.973419
  nChanged 94
		SP:Iteration 35Q (27934.890000 sec): 3 clusters
  Score: Raw -26512181.900031 + Penalty 5955.949704 = -26506225.950327
  nChanged 73
		SP:Iteration 36Q (27936.180000 sec): 3 clusters
  Score: Raw -26512184.134119 + Penalty 5955.949704 = -26506228.184416
  nChanged 57
		SP:Iteration 37Q (27937.420000 sec): 3 clusters
  Score: Raw -26512186.003790 + Penalty 5955.949704 = -26506230.054087
  nChanged 51
		SP:Iteration 38Q (27938.680000 sec): 3 clusters
  Score: Raw -26512187.314578 + Penalty 5955.949704 = -26506231.364875
  nChanged 57
		SP:Iteration 39Q (27939.960000 sec): 3 clusters
  Score: Raw -26512188.735719 + Penalty 5955.949704 = -26506232.786016
  nChanged 58
		SP:Iteration 40F (27941.280000 sec): 3 clusters
  Score: Raw -26512190.512590 + Penalty 5955.949704 = -26506234.562886
  nChanged 71
		SP:Iteration 41Q (27942.590000 sec): 3 clusters
  Score: Raw -26512193.007407 + Penalty 5955.949704 = -26506237.057704
  nChanged 71
		SP:Iteration 42Q (27943.830000 sec): 3 clusters
  Score: Raw -26512195.424841 + Penalty 5955.949704 = -26506239.475137
  nChanged 81
		SP:Iteration 43Q (27945.130000 sec): 3 clusters
  Score: Raw -26512198.255452 + Penalty 5955.949704 = -26506242.305748
  nChanged 78
		SP:Iteration 44Q (27946.370000 sec): 3 clusters
  Score: Raw -26512200.896428 + Penalty 5955.949704 = -26506244.946724
  nChanged 69
		SP:Iteration 45Q (27947.640000 sec): 3 clusters
  Score: Raw -26512202.983564 + Penalty 5955.949704 = -26506247.033861
  nChanged 59
		SP:Iteration 46Q (27948.940000 sec): 3 clusters
  Score: Raw -26512204.830777 + Penalty 5955.949704 = -26506248.881073
  nChanged 67
		SP:Iteration 47Q (27950.190000 sec): 3 clusters
  Score: Raw -26512206.885075 + Penalty 5955.949704 = -26506250.935372
  nChanged 74
		SP:Iteration 48Q (27951.450000 sec): 3 clusters
  Score: Raw -26512209.323471 + Penalty 5955.949704 = -26506253.373768
  nChanged 73
		SP:Iteration 49Q (27952.710000 sec): 3 clusters
  Score: Raw -26512211.731783 + Penalty 5955.949704 = -26506255.782080
  nChanged 86
		SP:Iteration 50Q (27954.050000 sec): 3 clusters
  Score: Raw -26512214.680991 + Penalty 5955.949704 = -26506258.731287
  nChanged 81
		SP:Iteration 51Q (27955.280000 sec): 3 clusters
  Score: Raw -26512217.498974 + Penalty 5955.949704 = -26506261.549270
  nChanged 65
		SP:Iteration 52Q (27956.560000 sec): 3 clusters
  Score: Raw -26512219.487920 + Penalty 5955.949704 = -26506263.538216
  nChanged 67
		SP:Iteration 53Q (27957.790000 sec): 3 clusters
  Score: Raw -26512221.343442 + Penalty 5955.949704 = -26506265.393739
  nChanged 51
		SP:Iteration 54Q (27959.000000 sec): 3 clusters
  Score: Raw -26512222.700219 + Penalty 5955.949704 = -26506266.750516
  nChanged 44
		SP:Iteration 55Q (27960.200000 sec): 3 clusters
  Score: Raw -26512223.882605 + Penalty 5955.949704 = -26506267.932902
  nChanged 43
		SP:Iteration 56Q (27961.440000 sec): 3 clusters
  Score: Raw -26512225.069786 + Penalty 5955.949704 = -26506269.120082
  nChanged 51
		SP:Iteration 57Q (27962.730000 sec): 3 clusters
  Score: Raw -26512226.375897 + Penalty 5955.949704 = -26506270.426194
  nChanged 32
		SP:Iteration 58Q (27964.000000 sec): 3 clusters
  Score: Raw -26512227.258128 + Penalty 5955.949704 = -26506271.308425
  nChanged 33
		SP:Iteration 59Q (27965.280000 sec): 3 clusters
  Score: Raw -26512228.049463 + Penalty 5955.949704 = -26506272.099760
  nChanged 36
		SP:Iteration 60F (27966.610000 sec): 3 clusters
  Score: Raw -26512229.077774 + Penalty 5955.949704 = -26506273.128070
  nChanged 37
		SP:Iteration 61Q (27967.770000 sec): 3 clusters
  Score: Raw -26512230.056743 + Penalty 5955.949704 = -26506274.107040
  nChanged 36
		SP:Iteration 62Q (27968.940000 sec): 3 clusters
  Score: Raw -26512230.828479 + Penalty 5955.949704 = -26506274.878775
  nChanged 23
		SP:Iteration 63Q (27970.120000 sec): 3 clusters
  Score: Raw -26512231.331456 + Penalty 5955.949704 = -26506275.381752
  nChanged 26
		SP:Iteration 64Q (27971.390000 sec): 3 clusters
  Score: Raw -26512231.875476 + Penalty 5955.949704 = -26506275.925772
  nChanged 22
		SP:Iteration 65Q (27972.620000 sec): 3 clusters
  Score: Raw -26512232.300386 + Penalty 5955.949704 = -26506276.350683
  nChanged 22
		SP:Iteration 66Q (27973.960000 sec): 3 clusters
  Score: Raw -26512232.803908 + Penalty 5955.949704 = -26506276.854204
  nChanged 29
		SP:Iteration 67Q (27975.260000 sec): 3 clusters
  Score: Raw -26512233.376896 + Penalty 5955.949704 = -26506277.427193
  nChanged 29
		SP:Iteration 68Q (27976.530000 sec): 3 clusters
  Score: Raw -26512234.047397 + Penalty 5955.949704 = -26506278.097694
  nChanged 24
		SP:Iteration 69Q (27977.890000 sec): 3 clusters
  Score: Raw -26512234.604816 + Penalty 5955.949704 = -26506278.655113
  nChanged 31
		SP:Iteration 70Q (27979.170000 sec): 3 clusters
  Score: Raw -26512235.636044 + Penalty 5955.949704 = -26506279.686341
  nChanged 40
		SP:Iteration 71Q (27980.580000 sec): 3 clusters
  Score: Raw -26512236.835130 + Penalty 5955.949704 = -26506280.885427
  nChanged 43
		SP:Iteration 72Q (27981.780000 sec): 3 clusters
  Score: Raw -26512238.003564 + Penalty 5955.949704 = -26506282.053861
  nChanged 49
		SP:Iteration 73Q (27983.000000 sec): 3 clusters
  Score: Raw -26512239.284033 + Penalty 5955.949704 = -26506283.334330
  nChanged 42
		SP:Iteration 74Q (27984.350000 sec): 3 clusters
  Score: Raw -26512240.431478 + Penalty 5955.949704 = -26506284.481774
  nChanged 56
		SP:Iteration 75Q (27985.660000 sec): 3 clusters
  Score: Raw -26512241.904835 + Penalty 5955.949704 = -26506285.955131
  nChanged 47
		SP:Iteration 76Q (27987.030000 sec): 3 clusters
  Score: Raw -26512243.373923 + Penalty 5955.949704 = -26506287.424219
  nChanged 42
		SP:Iteration 77Q (27988.240000 sec): 3 clusters
  Score: Raw -26512244.463109 + Penalty 5955.949704 = -26506288.513406
  nChanged 43
		SP:Iteration 78Q (27989.430000 sec): 3 clusters
  Score: Raw -26512245.678790 + Penalty 5955.949704 = -26506289.729087
  nChanged 55
		SP:Iteration 79Q (27990.660000 sec): 3 clusters
  Score: Raw -26512247.142817 + Penalty 5955.949704 = -26506291.193113
  nChanged 44
		SP:Iteration 80F (27991.980000 sec): 3 clusters
  Score: Raw -26512248.323593 + Penalty 5955.949704 = -26506292.373889
  nChanged 40
		SP:Iteration 81Q (27993.200000 sec): 3 clusters
  Score: Raw -26512249.328757 + Penalty 5955.949704 = -26506293.379053
  nChanged 51
		SP:Iteration 82Q (27994.410000 sec): 3 clusters
  Score: Raw -26512250.572850 + Penalty 5955.949704 = -26506294.623147
  nChanged 42
		SP:Iteration 83Q (27995.660000 sec): 3 clusters
  Score: Raw -26512251.510161 + Penalty 5955.949704 = -26506295.560458
  nChanged 37
		SP:Iteration 84Q (27996.900000 sec): 3 clusters
  Score: Raw -26512252.215389 + Penalty 5955.949704 = -26506296.265685
  nChanged 39
		SP:Iteration 85Q (27998.100000 sec): 3 clusters
  Score: Raw -26512253.083638 + Penalty 5955.949704 = -26506297.133935
  nChanged 37
		SP:Iteration 86Q (27999.440000 sec): 3 clusters
  Score: Raw -26512254.021080 + Penalty 5955.949704 = -26506298.071376
  nChanged 33
		SP:Iteration 87Q (28001.020000 sec): 3 clusters
  Score: Raw -26512254.867662 + Penalty 5955.949704 = -26506298.917959
  nChanged 27
		SP:Iteration 88Q (28002.550000 sec): 3 clusters
  Score: Raw -26512255.521470 + Penalty 5955.949704 = -26506299.571767
  nChanged 23
		SP:Iteration 89Q (28004.120000 sec): 3 clusters
  Score: Raw -26512255.987044 + Penalty 5955.949704 = -26506300.037340
  nChanged 13
		SP:Iteration 90Q (28005.640000 sec): 3 clusters
  Score: Raw -26512256.196586 + Penalty 5955.949704 = -26506300.246882
  nChanged 13
		SP:Iteration 91Q (28007.180000 sec): 3 clusters
  Score: Raw -26512256.456618 + Penalty 5955.949704 = -26506300.506914
  nChanged 14
		SP:Iteration 92Q (28008.720000 sec): 3 clusters
  Score: Raw -26512256.747754 + Penalty 5955.949704 = -26506300.798050
  nChanged 19
		SP:Iteration 93Q (28010.260000 sec): 3 clusters
  Score: Raw -26512257.227807 + Penalty 5955.949704 = -26506301.278104
  nChanged 18
		SP:Iteration 94Q (28011.840000 sec): 3 clusters
  Score: Raw -26512257.525624 + Penalty 5955.949704 = -26506301.575921
  nChanged 12
		SP:Iteration 95Q (28013.020000 sec): 3 clusters
  Score: Raw -26512257.689113 + Penalty 5955.949704 = -26506301.739410
  nChanged 10
		SP:Iteration 96Q (28014.370000 sec): 3 clusters
  Score: Raw -26512257.860338 + Penalty 5955.949704 = -26506301.910635
  nChanged 11
		SP:Iteration 97Q (28015.570000 sec): 3 clusters
  Score: Raw -26512258.125082 + Penalty 5955.949704 = -26506302.175378
  nChanged 12
		SP:Iteration 98Q (28016.830000 sec): 3 clusters
  Score: Raw -26512258.385111 + Penalty 5955.949704 = -26506302.435407
  nChanged 12
		SP:Iteration 99Q (28018.000000 sec): 3 clusters
  Score: Raw -26512258.678494 + Penalty 5955.949704 = -26506302.728790
  nChanged 20
		SP:Iteration 100F (28019.270000 sec): 3 clusters
  Score: Raw -26512259.167124 + Penalty 5955.949704 = -26506303.217421
  nChanged 22
		SP:Iteration 101Q (28020.540000 sec): 3 clusters
  Score: Raw -26512259.724070 + Penalty 5955.949704 = -26506303.774366
  nChanged 33
		SP:Iteration 102Q (28021.790000 sec): 3 clusters
  Score: Raw -26512260.758793 + Penalty 5955.949704 = -26506304.809090
  nChanged 35
		SP:Iteration 103Q (28023.050000 sec): 3 clusters
  Score: Raw -26512261.572033 + Penalty 5955.949704 = -26506305.622330
  nChanged 29
		SP:Iteration 104Q (28024.270000 sec): 3 clusters
  Score: Raw -26512262.317175 + Penalty 5955.949704 = -26506306.367471
  nChanged 31
		SP:Iteration 105Q (28025.470000 sec): 3 clusters
  Score: Raw -26512263.100666 + Penalty 5955.949704 = -26506307.150962
  nChanged 29
		SP:Iteration 106Q (28026.690000 sec): 3 clusters
  Score: Raw -26512263.738758 + Penalty 5955.949704 = -26506307.789055
  nChanged 21
		SP:Iteration 107Q (28027.850000 sec): 3 clusters
  Score: Raw -26512264.148708 + Penalty 5955.949704 = -26506308.199005
  nChanged 18
		SP:Iteration 108Q (28029.090000 sec): 3 clusters
  Score: Raw -26512264.485395 + Penalty 5955.949704 = -26506308.535692
  nChanged 15
		SP:Iteration 109Q (28030.380000 sec): 3 clusters
  Score: Raw -26512264.816495 + Penalty 5955.949704 = -26506308.866792
  nChanged 19
		SP:Iteration 110Q (28031.630000 sec): 3 clusters
  Score: Raw -26512265.280879 + Penalty 5955.949704 = -26506309.331175
  nChanged 26
		SP:Iteration 111Q (28032.890000 sec): 3 clusters
  Score: Raw -26512265.914283 + Penalty 5955.949704 = -26506309.964579
  nChanged 27
		SP:Iteration 112Q (28034.110000 sec): 3 clusters
  Score: Raw -26512266.439285 + Penalty 5955.949704 = -26506310.489582
  nChanged 24
		SP:Iteration 113Q (28035.380000 sec): 3 clusters
  Score: Raw -26512266.939512 + Penalty 5955.949704 = -26506310.989808
  nChanged 23
		SP:Iteration 114Q (28036.620000 sec): 3 clusters
  Score: Raw -26512267.488412 + Penalty 5955.949704 = -26506311.538708
  nChanged 24
		SP:Iteration 115Q (28037.920000 sec): 3 clusters
  Score: Raw -26512267.939195 + Penalty 5955.949704 = -26506311.989491
  nChanged 22
		SP:Iteration 116Q (28039.170000 sec): 3 clusters
  Score: Raw -26512268.435446 + Penalty 5955.949704 = -26506312.485742
  nChanged 24
		SP:Iteration 117Q (28040.420000 sec): 3 clusters
  Score: Raw -26512268.991408 + Penalty 5955.949704 = -26506313.041704
  nChanged 24
		SP:Iteration 118Q (28041.690000 sec): 3 clusters
  Score: Raw -26512269.504133 + Penalty 5955.949704 = -26506313.554429
  nChanged 19
		SP:Iteration 119Q (28042.930000 sec): 3 clusters
  Score: Raw -26512270.018480 + Penalty 5955.949704 = -26506314.068777
  nChanged 18
		SP:Iteration 120F (28044.130000 sec): 3 clusters
  Score: Raw -26512270.439638 + Penalty 5955.949704 = -26506314.489934
  nChanged 20
		SP:Iteration 121Q (28045.390000 sec): 3 clusters
  Score: Raw -26512270.908504 + Penalty 5955.949704 = -26506314.958800
  nChanged 19
		SP:Iteration 122Q (28046.570000 sec): 3 clusters
  Score: Raw -26512271.268171 + Penalty 5955.949704 = -26506315.318467
  nChanged 19
		SP:Iteration 123Q (28047.900000 sec): 3 clusters
  Score: Raw -26512271.636236 + Penalty 5955.949704 = -26506315.686533
  nChanged 19
		SP:Iteration 124Q (28049.160000 sec): 3 clusters
  Score: Raw -26512272.015129 + Penalty 5955.949704 = -26506316.065425
  nChanged 16
		SP:Iteration 125Q (28050.430000 sec): 3 clusters
  Score: Raw -26512272.315924 + Penalty 5955.949704 = -26506316.366220
  nChanged 24
		SP:Iteration 126Q (28051.750000 sec): 3 clusters
  Score: Raw -26512272.861246 + Penalty 5955.949704 = -26506316.911542
  nChanged 17
		SP:Iteration 127Q (28053.040000 sec): 3 clusters
  Score: Raw -26512273.258770 + Penalty 5955.949704 = -26506317.309066
  nChanged 17
		SP:Iteration 128Q (28054.310000 sec): 3 clusters
  Score: Raw -26512273.575788 + Penalty 5955.949704 = -26506317.626084
  nChanged 11
		SP:Iteration 129Q (28055.530000 sec): 3 clusters
  Score: Raw -26512273.798928 + Penalty 5955.949704 = -26506317.849224
  nChanged 14
		SP:Iteration 130Q (28056.830000 sec): 3 clusters
  Score: Raw -26512274.054693 + Penalty 5955.949704 = -26506318.104990
  nChanged 14
		SP:Iteration 131Q (28058.110000 sec): 3 clusters
  Score: Raw -26512274.276084 + Penalty 5955.949704 = -26506318.326380
  nChanged 10
		SP:Iteration 132Q (28059.500000 sec): 3 clusters
  Score: Raw -26512274.441704 + Penalty 5955.949704 = -26506318.492001
  nChanged 8
		SP:Iteration 133Q (28060.750000 sec): 3 clusters
  Score: Raw -26512274.551023 + Penalty 5955.949704 = -26506318.601320
  nChanged 8
		SP:Iteration 134Q (28062.100000 sec): 3 clusters
  Score: Raw -26512274.717623 + Penalty 5955.949704 = -26506318.767919
  nChanged 6
		SP:Iteration 135Q (28063.420000 sec): 3 clusters
  Score: Raw -26512274.844572 + Penalty 5955.949704 = -26506318.894869
  nChanged 12
		SP:Iteration 136Q (28064.640000 sec): 3 clusters
  Score: Raw -26512275.062273 + Penalty 5955.949704 = -26506319.112569
  nChanged 9
		SP:Iteration 137Q (28065.970000 sec): 3 clusters
  Score: Raw -26512275.217224 + Penalty 5955.949704 = -26506319.267521
  nChanged 8
		SP:Iteration 138Q (28067.240000 sec): 3 clusters
  Score: Raw -26512275.369573 + Penalty 5955.949704 = -26506319.419869
  nChanged 9
		SP:Iteration 139Q (28068.580000 sec): 3 clusters
  Score: Raw -26512275.550634 + Penalty 5955.949704 = -26506319.600930
  nChanged 8
		SP:Iteration 140F (28069.870000 sec): 3 clusters
  Score: Raw -26512275.660173 + Penalty 5955.949704 = -26506319.710469
  nChanged 6
		SP:Iteration 141Q (28071.160000 sec): 3 clusters
  Score: Raw -26512275.764000 + Penalty 5955.949704 = -26506319.814296
  nChanged 5
		SP:Iteration 142Q (28072.400000 sec): 3 clusters
  Score: Raw -26512275.829935 + Penalty 5955.949704 = -26506319.880232
  nChanged 10
		SP:Iteration 143Q (28073.550000 sec): 3 clusters
  Score: Raw -26512276.012028 + Penalty 5955.949704 = -26506320.062324
  nChanged 9
		SP:Iteration 144Q (28074.640000 sec): 3 clusters
  Score: Raw -26512276.201109 + Penalty 5955.949704 = -26506320.251406
  nChanged 7
		SP:Iteration 145Q (28075.920000 sec): 3 clusters
  Score: Raw -26512276.310604 + Penalty 5955.949704 = -26506320.360900
  nChanged 7
		SP:Iteration 146Q (28077.100000 sec): 3 clusters
  Score: Raw -26512276.413020 + Penalty 5955.949704 = -26506320.463317
  nChanged 9
		SP:Iteration 147Q (28078.430000 sec): 3 clusters
  Score: Raw -26512276.618691 + Penalty 5955.949704 = -26506320.668988
  nChanged 15
		SP:Iteration 148Q (28079.680000 sec): 3 clusters
  Score: Raw -26512276.863035 + Penalty 5955.949704 = -26506320.913331
  nChanged 12
		SP:Iteration 149Q (28080.990000 sec): 3 clusters
  Score: Raw -26512277.094490 + Penalty 5955.949704 = -26506321.144787
  nChanged 8
		SP:Iteration 150Q (28082.250000 sec): 3 clusters
  Score: Raw -26512277.215005 + Penalty 5955.949704 = -26506321.265301
  nChanged 6
		SP:Iteration 151Q (28083.510000 sec): 3 clusters
  Score: Raw -26512277.303708 + Penalty 5955.949704 = -26506321.354004
  nChanged 6
		SP:Iteration 152Q (28084.720000 sec): 3 clusters
  Score: Raw -26512277.442494 + Penalty 5955.949704 = -26506321.492791
  nChanged 11
		SP:Iteration 153Q (28085.930000 sec): 3 clusters
  Score: Raw -26512277.607600 + Penalty 5955.949704 = -26506321.657897
  nChanged 8
		SP:Iteration 154Q (28087.210000 sec): 3 clusters
  Score: Raw -26512277.756233 + Penalty 5955.949704 = -26506321.806529
  nChanged 7
		SP:Iteration 155Q (28088.440000 sec): 3 clusters
  Score: Raw -26512277.906040 + Penalty 5955.949704 = -26506321.956337
  nChanged 8
		SP:Iteration 156Q (28089.790000 sec): 3 clusters
  Score: Raw -26512278.014929 + Penalty 5955.949704 = -26506322.065225
  nChanged 8
		SP:Iteration 157Q (28090.980000 sec): 3 clusters
  Score: Raw -26512278.146088 + Penalty 5955.949704 = -26506322.196384
  nChanged 6
		SP:Iteration 158Q (28092.300000 sec): 3 clusters
  Score: Raw -26512278.274461 + Penalty 5955.949704 = -26506322.324758
  nChanged 6
		SP:Iteration 159Q (28093.570000 sec): 3 clusters
  Score: Raw -26512278.358324 + Penalty 5955.949704 = -26506322.408620
  nChanged 10
		SP:Iteration 160F (28094.890000 sec): 3 clusters
  Score: Raw -26512278.583108 + Penalty 5955.949704 = -26506322.633405
  nChanged 12
		SP:Iteration 161Q (28096.190000 sec): 3 clusters
  Score: Raw -26512278.893305 + Penalty 5955.949704 = -26506322.943602
  nChanged 17
		SP:Iteration 162Q (28097.470000 sec): 3 clusters
  Score: Raw -26512279.283016 + Penalty 5955.949704 = -26506323.333312
  nChanged 19
		SP:Iteration 163Q (28098.840000 sec): 3 clusters
  Score: Raw -26512279.675378 + Penalty 5955.949704 = -26506323.725675
  nChanged 17
		SP:Iteration 164Q (28100.170000 sec): 3 clusters
  Score: Raw -26512279.914655 + Penalty 5955.949704 = -26506323.964952
  nChanged 15
		SP:Iteration 165Q (28101.660000 sec): 3 clusters
  Score: Raw -26512280.230715 + Penalty 5955.949704 = -26506324.281011
  nChanged 26
		SP:Iteration 166Q (28103.200000 sec): 3 clusters
  Score: Raw -26512280.847260 + Penalty 5955.949704 = -26506324.897556
  nChanged 31
		SP:Iteration 167Q (28104.700000 sec): 3 clusters
  Score: Raw -26512281.686817 + Penalty 5955.949704 = -26506325.737114
  nChanged 24
		SP:Iteration 168Q (28106.240000 sec): 3 clusters
  Score: Raw -26512282.500966 + Penalty 5955.949704 = -26506326.551262
  nChanged 38
		SP:Iteration 169Q (28107.760000 sec): 3 clusters
  Score: Raw -26512283.632380 + Penalty 5955.949704 = -26506327.682676
  nChanged 44
		SP:Iteration 170Q (28109.280000 sec): 3 clusters
  Score: Raw -26512284.869718 + Penalty 5955.949704 = -26506328.920014
  nChanged 42
		SP:Iteration 171Q (28110.710000 sec): 3 clusters
  Score: Raw -26512286.080400 + Penalty 5955.949704 = -26506330.130697
  nChanged 39
		SP:Iteration 172Q (28112.230000 sec): 3 clusters
  Score: Raw -26512286.965723 + Penalty 5955.949704 = -26506331.016020
  nChanged 29
		SP:Iteration 173Q (28113.490000 sec): 3 clusters
  Score: Raw -26512287.567766 + Penalty 5955.949704 = -26506331.618063
  nChanged 22
		SP:Iteration 174Q (28114.810000 sec): 3 clusters
  Score: Raw -26512288.001563 + Penalty 5955.949704 = -26506332.051860
  nChanged 20
		SP:Iteration 175Q (28116.080000 sec): 3 clusters
  Score: Raw -26512288.389793 + Penalty 5955.949704 = -26506332.440090
  nChanged 18
		SP:Iteration 176Q (28117.260000 sec): 3 clusters
  Score: Raw -26512288.827701 + Penalty 5955.949704 = -26506332.877997
  nChanged 19
		SP:Iteration 177Q (28118.530000 sec): 3 clusters
  Score: Raw -26512289.250951 + Penalty 5955.949704 = -26506333.301247
  nChanged 25
		SP:Iteration 178Q (28119.870000 sec): 3 clusters
  Score: Raw -26512289.842150 + Penalty 5955.949704 = -26506333.892446
  nChanged 25
		SP:Iteration 179Q (28121.180000 sec): 3 clusters
  Score: Raw -26512290.416434 + Penalty 5955.949704 = -26506334.466731
  nChanged 27
		SP:Iteration 180F (28122.450000 sec): 3 clusters
  Score: Raw -26512291.063326 + Penalty 5955.949704 = -26506335.113623
  nChanged 23
		SP:Iteration 181Q (28123.850000 sec): 3 clusters
  Score: Raw -26512291.617558 + Penalty 5955.949704 = -26506335.667854
  nChanged 21
		SP:Iteration 182Q (28125.120000 sec): 3 clusters
  Score: Raw -26512292.137732 + Penalty 5955.949704 = -26506336.188028
  nChanged 32
		SP:Iteration 183Q (28126.480000 sec): 3 clusters
  Score: Raw -26512292.958299 + Penalty 5955.949704 = -26506337.008595
  nChanged 29
		SP:Iteration 184Q (28127.780000 sec): 3 clusters
  Score: Raw -26512293.691858 + Penalty 5955.949704 = -26506337.742155
  nChanged 35
		SP:Iteration 185Q (28129.030000 sec): 3 clusters
  Score: Raw -26512294.776615 + Penalty 5955.949704 = -26506338.826912
  nChanged 39
		SP:Iteration 186Q (28130.260000 sec): 3 clusters
  Score: Raw -26512296.176026 + Penalty 5955.949704 = -26506340.226322
  nChanged 41
		SP:Iteration 187Q (28131.430000 sec): 3 clusters
  Score: Raw -26512297.546621 + Penalty 5955.949704 = -26506341.596918
  nChanged 43
		SP:Iteration 188Q (28132.630000 sec): 3 clusters
  Score: Raw -26512298.960532 + Penalty 5955.949704 = -26506343.010828
  nChanged 43
		SP:Iteration 189Q (28133.780000 sec): 3 clusters
  Score: Raw -26512300.120063 + Penalty 5955.949704 = -26506344.170360
  nChanged 33
		SP:Iteration 190Q (28134.940000 sec): 3 clusters
  Score: Raw -26512300.966270 + Penalty 5955.949704 = -26506345.016566
  nChanged 30
		SP:Iteration 191Q (28136.140000 sec): 3 clusters
  Score: Raw -26512301.567905 + Penalty 5955.949704 = -26506345.618202
  nChanged 26
		SP:Iteration 192Q (28137.370000 sec): 3 clusters
  Score: Raw -26512302.159835 + Penalty 5955.949704 = -26506346.210132
  nChanged 25
		SP:Iteration 193Q (28138.590000 sec): 3 clusters
  Score: Raw -26512302.677694 + Penalty 5955.949704 = -26506346.727990
  nChanged 18
		SP:Iteration 194Q (28139.720000 sec): 3 clusters
  Score: Raw -26512303.058920 + Penalty 5955.949704 = -26506347.109216
  nChanged 16
		SP:Iteration 195Q (28141.070000 sec): 3 clusters
  Score: Raw -26512303.371375 + Penalty 5955.949704 = -26506347.421672
  nChanged 15
		SP:Iteration 196Q (28142.300000 sec): 3 clusters
  Score: Raw -26512303.732032 + Penalty 5955.949704 = -26506347.782329
  nChanged 25
		SP:Iteration 197Q (28143.680000 sec): 3 clusters
  Score: Raw -26512304.340903 + Penalty 5955.949704 = -26506348.391200
  nChanged 21
		SP:Iteration 198Q (28144.860000 sec): 3 clusters
  Score: Raw -26512304.952161 + Penalty 5955.949704 = -26506349.002457
  nChanged 28
		SP:Iteration 199Q (28146.150000 sec): 3 clusters
  Score: Raw -26512305.804201 + Penalty 5955.949704 = -26506349.854497
  nChanged 26
		SP:Iteration 200F (28147.540000 sec): 3 clusters
  Score: Raw -26512306.555727 + Penalty 5955.949704 = -26506350.606023
  nChanged 32
		SP:Iteration 201Q (28148.850000 sec): 3 clusters
  Score: Raw -26512307.386415 + Penalty 5955.949704 = -26506351.436711
  nChanged 29
		SP:Iteration 202Q (28150.130000 sec): 3 clusters
  Score: Raw -26512308.204148 + Penalty 5955.949704 = -26506352.254444
  nChanged 31
		SP:Iteration 203Q (28151.320000 sec): 3 clusters
  Score: Raw -26512308.978969 + Penalty 5955.949704 = -26506353.029265
  nChanged 27
		SP:Iteration 204Q (28152.540000 sec): 3 clusters
  Score: Raw -26512309.728529 + Penalty 5955.949704 = -26506353.778825
  nChanged 30
		SP:Iteration 205Q (28153.810000 sec): 3 clusters
  Score: Raw -26512310.561804 + Penalty 5955.949704 = -26506354.612101
  nChanged 32
		SP:Iteration 206Q (28155.060000 sec): 3 clusters
  Score: Raw -26512311.457004 + Penalty 5955.949704 = -26506355.507300
  nChanged 34
		SP:Iteration 207Q (28156.380000 sec): 3 clusters
  Score: Raw -26512312.399618 + Penalty 5955.949704 = -26506356.449915
  nChanged 31
		SP:Iteration 208Q (28157.690000 sec): 3 clusters
  Score: Raw -26512313.126272 + Penalty 5955.949704 = -26506357.176568
  nChanged 28
		SP:Iteration 209Q (28158.970000 sec): 3 clusters
  Score: Raw -26512313.925365 + Penalty 5955.949704 = -26506357.975661
  nChanged 32
		SP:Iteration 210Q (28160.280000 sec): 3 clusters
  Score: Raw -26512314.893334 + Penalty 5955.949704 = -26506358.943630
  nChanged 37
		SP:Iteration 211Q (28161.640000 sec): 3 clusters
  Score: Raw -26512315.831836 + Penalty 5955.949704 = -26506359.882132
  nChanged 33
		SP:Iteration 212Q (28162.960000 sec): 3 clusters
  Score: Raw -26512316.834760 + Penalty 5955.949704 = -26506360.885056
  nChanged 43
		SP:Iteration 213Q (28164.160000 sec): 3 clusters
  Score: Raw -26512318.148033 + Penalty 5955.949704 = -26506362.198330
  nChanged 47
		SP:Iteration 214Q (28165.500000 sec): 3 clusters
  Score: Raw -26512319.662115 + Penalty 5955.949704 = -26506363.712411
  nChanged 41
		SP:Iteration 215Q (28166.820000 sec): 3 clusters
  Score: Raw -26512320.678406 + Penalty 5955.949704 = -26506364.728703
  nChanged 28
		SP:Iteration 216Q (28168.130000 sec): 3 clusters
  Score: Raw -26512321.356167 + Penalty 5955.949704 = -26506365.406464
  nChanged 29
		SP:Iteration 217Q (28169.340000 sec): 3 clusters
  Score: Raw -26512322.028786 + Penalty 5955.949704 = -26506366.079083
  nChanged 20
		SP:Iteration 218Q (28170.710000 sec): 3 clusters
  Score: Raw -26512322.578674 + Penalty 5955.949704 = -26506366.628970
  nChanged 23
		SP:Iteration 219Q (28171.940000 sec): 3 clusters
  Score: Raw -26512323.376338 + Penalty 5955.949704 = -26506367.426634
  nChanged 30
		SP:Iteration 220F (28173.150000 sec): 3 clusters
  Score: Raw -26512324.143465 + Penalty 5955.949704 = -26506368.193762
  nChanged 25
		SP:Iteration 221Q (28174.470000 sec): 3 clusters
  Score: Raw -26512324.647407 + Penalty 5955.949704 = -26506368.697704
  nChanged 23
		SP:Iteration 222Q (28175.720000 sec): 3 clusters
  Score: Raw -26512325.216125 + Penalty 5955.949704 = -26506369.266422
  nChanged 22
		SP:Iteration 223Q (28176.950000 sec): 3 clusters
  Score: Raw -26512325.722371 + Penalty 5955.949704 = -26506369.772668
  nChanged 13
		SP:Iteration 224Q (28178.160000 sec): 3 clusters
  Score: Raw -26512325.944120 + Penalty 5955.949704 = -26506369.994417
  nChanged 9
		SP:Iteration 225Q (28179.420000 sec): 3 clusters
  Score: Raw -26512326.186722 + Penalty 5955.949704 = -26506370.237019
  nChanged 16
		SP:Iteration 226Q (28180.790000 sec): 3 clusters
  Score: Raw -26512326.564677 + Penalty 5955.949704 = -26506370.614973
  nChanged 15
		SP:Iteration 227Q (28182.060000 sec): 3 clusters
  Score: Raw -26512327.023942 + Penalty 5955.949704 = -26506371.074239
  nChanged 19
		SP:Iteration 228Q (28183.340000 sec): 3 clusters
  Score: Raw -26512327.485714 + Penalty 5955.949704 = -26506371.536011
  nChanged 19
		SP:Iteration 229Q (28184.620000 sec): 3 clusters
  Score: Raw -26512327.897271 + Penalty 5955.949704 = -26506371.947567
  nChanged 24
		SP:Iteration 230Q (28185.910000 sec): 3 clusters
  Score: Raw -26512328.403423 + Penalty 5955.949704 = -26506372.453720
  nChanged 22
		SP:Iteration 231Q (28187.180000 sec): 3 clusters
  Score: Raw -26512328.879539 + Penalty 5955.949704 = -26506372.929835
  nChanged 21
		SP:Iteration 232Q (28188.450000 sec): 3 clusters
  Score: Raw -26512329.276114 + Penalty 5955.949704 = -26506373.326411
  nChanged 13
		SP:Iteration 233Q (28189.660000 sec): 3 clusters
  Score: Raw -26512329.560262 + Penalty 5955.949704 = -26506373.610559
  nChanged 13
		SP:Iteration 234Q (28190.930000 sec): 3 clusters
  Score: Raw -26512329.902803 + Penalty 5955.949704 = -26506373.953100
  nChanged 11
		SP:Iteration 235Q (28192.200000 sec): 3 clusters
  Score: Raw -26512330.149785 + Penalty 5955.949704 = -26506374.200081
  nChanged 14
		SP:Iteration 236Q (28193.520000 sec): 3 clusters
  Score: Raw -26512330.411419 + Penalty 5955.949704 = -26506374.461715
  nChanged 13
		SP:Iteration 237Q (28194.880000 sec): 3 clusters
  Score: Raw -26512330.764491 + Penalty 5955.949704 = -26506374.814787
  nChanged 21
		SP:Iteration 238Q (28196.050000 sec): 3 clusters
  Score: Raw -26512331.371976 + Penalty 5955.949704 = -26506375.422273
  nChanged 24
		SP:Iteration 239Q (28197.340000 sec): 3 clusters
  Score: Raw -26512332.087915 + Penalty 5955.949704 = -26506376.138211
  nChanged 28
		SP:Iteration 240F (28198.500000 sec): 3 clusters
  Score: Raw -26512332.760756 + Penalty 5955.949704 = -26506376.811053
  nChanged 33
		SP:Iteration 241Q (28199.810000 sec): 3 clusters
  Score: Raw -26512333.493856 + Penalty 5955.949704 = -26506377.544153
  nChanged 28
		SP:Iteration 242Q (28200.930000 sec): 3 clusters
  Score: Raw -26512334.195194 + Penalty 5955.949704 = -26506378.245491
  nChanged 20
		SP:Iteration 243Q (28202.540000 sec): 3 clusters
  Score: Raw -26512334.686972 + Penalty 5955.949704 = -26506378.737268
  nChanged 22
		SP:Iteration 244Q (28204.070000 sec): 3 clusters
  Score: Raw -26512335.236133 + Penalty 5955.949704 = -26506379.286430
  nChanged 28
		SP:Iteration 245Q (28205.600000 sec): 3 clusters
  Score: Raw -26512335.899981 + Penalty 5955.949704 = -26506379.950277
  nChanged 26
		SP:Iteration 246Q (28207.180000 sec): 3 clusters
  Score: Raw -26512336.665000 + Penalty 5955.949704 = -26506380.715297
  nChanged 34
		SP:Iteration 247Q (28208.720000 sec): 3 clusters
  Score: Raw -26512337.657542 + Penalty 5955.949704 = -26506381.707838
  nChanged 35
		SP:Iteration 248Q (28210.300000 sec): 3 clusters
  Score: Raw -26512338.754863 + Penalty 5955.949704 = -26506382.805160
  nChanged 32
		SP:Iteration 249Q (28211.850000 sec): 3 clusters
  Score: Raw -26512339.540635 + Penalty 5955.949704 = -26506383.590931
  nChanged 22
		SP:Iteration 250Q (28213.430000 sec): 3 clusters
  Score: Raw -26512340.189453 + Penalty 5955.949704 = -26506384.239749
  nChanged 28
		SP:Iteration 251Q (28214.560000 sec): 3 clusters
  Score: Raw -26512341.004286 + Penalty 5955.949704 = -26506385.054583
  nChanged 29
		SP:Iteration 252Q (28215.720000 sec): 3 clusters
  Score: Raw -26512341.764619 + Penalty 5955.949704 = -26506385.814915
  nChanged 31
		SP:Iteration 253Q (28216.940000 sec): 3 clusters
  Score: Raw -26512342.545896 + Penalty 5955.949704 = -26506386.596193
  nChanged 27
		SP:Iteration 254Q (28218.200000 sec): 3 clusters
  Score: Raw -26512343.120102 + Penalty 5955.949704 = -26506387.170399
  nChanged 19
		SP:Iteration 255Q (28219.390000 sec): 3 clusters
  Score: Raw -26512343.571347 + Penalty 5955.949704 = -26506387.621644
  nChanged 21
		SP:Iteration 256Q (28220.690000 sec): 3 clusters
  Score: Raw -26512344.261262 + Penalty 5955.949704 = -26506388.311559
  nChanged 30
		SP:Iteration 257Q (28221.890000 sec): 3 clusters
  Score: Raw -26512345.181801 + Penalty 5955.949704 = -26506389.232098
  nChanged 31
		SP:Iteration 258Q (28223.120000 sec): 3 clusters
  Score: Raw -26512346.113874 + Penalty 5955.949704 = -26506390.164170
  nChanged 32
		SP:Iteration 259Q (28224.490000 sec): 3 clusters
  Score: Raw -26512347.210748 + Penalty 5955.949704 = -26506391.261044
  nChanged 37
		SP:Iteration 260F (28225.770000 sec): 3 clusters
  Score: Raw -26512348.305780 + Penalty 5955.949704 = -26506392.356077
  nChanged 37
		SP:Iteration 261Q (28227.080000 sec): 3 clusters
  Score: Raw -26512349.314424 + Penalty 5955.949704 = -26506393.364721
  nChanged 27
		SP:Iteration 262Q (28228.280000 sec): 3 clusters
  Score: Raw -26512350.091838 + Penalty 5955.949704 = -26506394.142135
  nChanged 33
		SP:Iteration 263Q (28229.630000 sec): 3 clusters
  Score: Raw -26512350.970010 + Penalty 5955.949704 = -26506395.020306
  nChanged 31
		SP:Iteration 264Q (28230.850000 sec): 3 clusters
  Score: Raw -26512351.635777 + Penalty 5955.949704 = -26506395.686073
  nChanged 24
		SP:Iteration 265Q (28232.080000 sec): 3 clusters
  Score: Raw -26512352.196028 + Penalty 5955.949704 = -26506396.246325
  nChanged 23
		SP:Iteration 266Q (28233.280000 sec): 3 clusters
  Score: Raw -26512352.675996 + Penalty 5955.949704 = -26506396.726293
  nChanged 21
		SP:Iteration 267Q (28234.480000 sec): 3 clusters
  Score: Raw -26512353.089759 + Penalty 5955.949704 = -26506397.140055
  nChanged 13
		SP:Iteration 268Q (28235.840000 sec): 3 clusters
  Score: Raw -26512353.325538 + Penalty 5955.949704 = -26506397.375835
  nChanged 10
		SP:Iteration 269Q (28237.180000 sec): 3 clusters
  Score: Raw -26512353.617020 + Penalty 5955.949704 = -26506397.667317
  nChanged 17
		SP:Iteration 270Q (28238.510000 sec): 3 clusters
  Score: Raw -26512354.033330 + Penalty 5955.949704 = -26506398.083627
  nChanged 11
		SP:Iteration 271Q (28239.760000 sec): 3 clusters
  Score: Raw -26512354.263945 + Penalty 5955.949704 = -26506398.314242
  nChanged 12
		SP:Iteration 272Q (28240.900000 sec): 3 clusters
  Score: Raw -26512354.558380 + Penalty 5955.949704 = -26506398.608676
  nChanged 10
		SP:Iteration 273Q (28242.210000 sec): 3 clusters
  Score: Raw -26512354.804402 + Penalty 5955.949704 = -26506398.854698
  nChanged 12
		SP:Iteration 274Q (28243.450000 sec): 3 clusters
  Score: Raw -26512355.087862 + Penalty 5955.949704 = -26506399.138159
  nChanged 12
		SP:Iteration 275Q (28244.740000 sec): 3 clusters
  Score: Raw -26512355.316539 + Penalty 5955.949704 = -26506399.366835
  nChanged 16
		SP:Iteration 276Q (28246.040000 sec): 3 clusters
  Score: Raw -26512355.589715 + Penalty 5955.949704 = -26506399.640012
  nChanged 19
		SP:Iteration 277Q (28247.320000 sec): 3 clusters
  Score: Raw -26512355.916866 + Penalty 5955.949704 = -26506399.967162
  nChanged 12
		SP:Iteration 278Q (28248.550000 sec): 3 clusters
  Score: Raw -26512356.141332 + Penalty 5955.949704 = -26506400.191628
  nChanged 13
		SP:Iteration 279Q (28249.930000 sec): 3 clusters
  Score: Raw -26512356.407038 + Penalty 5955.949704 = -26506400.457335
  nChanged 13
		SP:Iteration 280F (28251.190000 sec): 3 clusters
  Score: Raw -26512356.687154 + Penalty 5955.949704 = -26506400.737451
  nChanged 19
		SP:Iteration 281Q (28252.430000 sec): 3 clusters
  Score: Raw -26512357.131181 + Penalty 5955.949704 = -26506401.181477
  nChanged 17
		SP:Iteration 282Q (28253.680000 sec): 3 clusters
  Score: Raw -26512357.537549 + Penalty 5955.949704 = -26506401.587845
  nChanged 14
		SP:Iteration 283Q (28254.960000 sec): 3 clusters
  Score: Raw -26512357.837915 + Penalty 5955.949704 = -26506401.888212
  nChanged 12
		SP:Iteration 284Q (28256.250000 sec): 3 clusters
  Score: Raw -26512358.159520 + Penalty 5955.949704 = -26506402.209817
  nChanged 19
		SP:Iteration 285Q (28257.450000 sec): 3 clusters
  Score: Raw -26512358.665758 + Penalty 5955.949704 = -26506402.716055
  nChanged 28
		SP:Iteration 286Q (28258.750000 sec): 3 clusters
  Score: Raw -26512359.273090 + Penalty 5955.949704 = -26506403.323386
  nChanged 24
		SP:Iteration 287Q (28259.990000 sec): 3 clusters
  Score: Raw -26512359.776805 + Penalty 5955.949704 = -26506403.827102
  nChanged 22
		SP:Iteration 288Q (28261.260000 sec): 3 clusters
  Score: Raw -26512360.347993 + Penalty 5955.949704 = -26506404.398289
  nChanged 23
		SP:Iteration 289Q (28262.600000 sec): 3 clusters
  Score: Raw -26512360.914076 + Penalty 5955.949704 = -26506404.964372
  nChanged 24
		SP:Iteration 290Q (28263.830000 sec): 3 clusters
  Score: Raw -26512361.531533 + Penalty 5955.949704 = -26506405.581830
  nChanged 30
		SP:Iteration 291Q (28265.010000 sec): 3 clusters
  Score: Raw -26512362.254696 + Penalty 5955.949704 = -26506406.304993
  nChanged 31
		SP:Iteration 292Q (28266.190000 sec): 3 clusters
  Score: Raw -26512363.000719 + Penalty 5955.949704 = -26506407.051015
  nChanged 28
		SP:Iteration 293Q (28267.450000 sec): 3 clusters
  Score: Raw -26512363.709504 + Penalty 5955.949704 = -26506407.759800
  nChanged 26
		SP:Iteration 294Q (28268.710000 sec): 3 clusters
  Score: Raw -26512364.322367 + Penalty 5955.949704 = -26506408.372663
  nChanged 21
		SP:Iteration 295Q (28270.040000 sec): 3 clusters
  Score: Raw -26512364.900765 + Penalty 5955.949704 = -26506408.951061
  nChanged 18
		SP:Iteration 296Q (28271.390000 sec): 3 clusters
  Score: Raw -26512365.282995 + Penalty 5955.949704 = -26506409.333291
  nChanged 16
		SP:Iteration 297Q (28272.570000 sec): 3 clusters
  Score: Raw -26512365.619882 + Penalty 5955.949704 = -26506409.670178
  nChanged 17
		SP:Iteration 298Q (28273.840000 sec): 3 clusters
  Score: Raw -26512366.011732 + Penalty 5955.949704 = -26506410.062028
  nChanged 21
		SP:Iteration 299Q (28275.050000 sec): 3 clusters
  Score: Raw -26512366.477009 + Penalty 5955.949704 = -26506410.527305
  nChanged 15
		SP:Iteration 300F (28276.280000 sec): 3 clusters
  Score: Raw -26512366.797671 + Penalty 5955.949704 = -26506410.847967
  nChanged 16
		SP:Iteration 301Q (28277.560000 sec): 3 clusters
  Score: Raw -26512367.127872 + Penalty 5955.949704 = -26506411.178168
  nChanged 18
		SP:Iteration 302Q (28278.850000 sec): 3 clusters
  Score: Raw -26512367.495832 + Penalty 5955.949704 = -26506411.546128
  nChanged 16
		SP:Iteration 303Q (28280.110000 sec): 3 clusters
  Score: Raw -26512367.820418 + Penalty 5955.949704 = -26506411.870715
  nChanged 17
		SP:Iteration 304Q (28281.340000 sec): 3 clusters
  Score: Raw -26512368.260225 + Penalty 5955.949704 = -26506412.310521
  nChanged 10
		SP:Iteration 305Q (28282.620000 sec): 3 clusters
  Score: Raw -26512368.425629 + Penalty 5955.949704 = -26506412.475926
  nChanged 7
		SP:Iteration 306Q (28283.910000 sec): 3 clusters
  Score: Raw -26512368.570451 + Penalty 5955.949704 = -26506412.620748
  nChanged 10
		SP:Iteration 307Q (28285.000000 sec): 3 clusters
  Score: Raw -26512368.782760 + Penalty 5955.949704 = -26506412.833056
  nChanged 8
		SP:Iteration 308Q (28286.120000 sec): 3 clusters
  Score: Raw -26512368.951287 + Penalty 5955.949704 = -26506413.001584
  nChanged 8
		SP:Iteration 309Q (28287.310000 sec): 3 clusters
  Score: Raw -26512369.140536 + Penalty 5955.949704 = -26506413.190833
  nChanged 10
		SP:Iteration 310Q (28288.550000 sec): 3 clusters
  Score: Raw -26512369.347673 + Penalty 5955.949704 = -26506413.397970
  nChanged 10
		SP:Iteration 311Q (28289.790000 sec): 3 clusters
  Score: Raw -26512369.497982 + Penalty 5955.949704 = -26506413.548278
  nChanged 10
		SP:Iteration 312Q (28291.130000 sec): 3 clusters
  Score: Raw -26512369.707877 + Penalty 5955.949704 = -26506413.758173
  nChanged 9
		SP:Iteration 313Q (28292.230000 sec): 3 clusters
  Score: Raw -26512369.965501 + Penalty 5955.949704 = -26506414.015798
  nChanged 9
		SP:Iteration 314Q (28293.380000 sec): 3 clusters
  Score: Raw -26512370.128656 + Penalty 5955.949704 = -26506414.178952
  nChanged 9
		SP:Iteration 315Q (28294.650000 sec): 3 clusters
  Score: Raw -26512370.274543 + Penalty 5955.949704 = -26506414.324840
  nChanged 8
		SP:Iteration 316Q (28295.920000 sec): 3 clusters
  Score: Raw -26512370.372502 + Penalty 5955.949704 = -26506414.422798
  nChanged 6
		SP:Iteration 317Q (28297.210000 sec): 3 clusters
  Score: Raw -26512370.470518 + Penalty 5955.949704 = -26506414.520814
  nChanged 2
		SP:Iteration 318Q (28298.500000 sec): 3 clusters
  Score: Raw -26512370.512935 + Penalty 5955.949704 = -26506414.563232
  nChanged 3
		SP:Iteration 319Q (28299.850000 sec): 3 clusters
  Score: Raw -26512370.554912 + Penalty 5955.949704 = -26506414.605209
  nChanged 5
		SP:Iteration 320F (28301.200000 sec): 3 clusters
  Score: Raw -26512370.642953 + Penalty 5955.949704 = -26506414.693250
  nChanged 7
		SP:Iteration 321Q (28302.660000 sec): 3 clusters
  Score: Raw -26512370.735759 + Penalty 5955.949704 = -26506414.786056
  nChanged 4
		SP:Iteration 322Q (28304.160000 sec): 3 clusters
  Score: Raw -26512370.807987 + Penalty 5955.949704 = -26506414.858283
  nChanged 0
		SP:Iteration 323F (28305.630000 sec): 3 clusters
  Score: Raw -26512370.807987 + Penalty 5955.949704 = -26506414.858283
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (10049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28305.770000 sec): 2 clusters
  Score: Raw -1537595.643914 + Penalty 2285.376645 = -1535310.267269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28306.040000 sec): 3 clusters
  Score: Raw -1532194.791705 + Penalty 4570.753289 = -1527624.038416
  nChanged 4147
		SP:Iteration 1F (28306.240000 sec): 3 clusters
  Score: Raw -1534472.128465 + Penalty 4570.753289 = -1529901.375175
  nChanged 728
		SP:Iteration 2F (28306.470000 sec): 3 clusters
  Score: Raw -1534904.663460 + Penalty 4570.753289 = -1530333.910171
  nChanged 645
		SP:Iteration 3F (28306.760000 sec): 3 clusters
  Score: Raw -1535329.907548 + Penalty 4570.753289 = -1530759.154259
  nChanged 566
		SP:Iteration 4F (28306.910000 sec): 3 clusters
  Score: Raw -1535719.745970 + Penalty 4570.753289 = -1531148.992681
  nChanged 545
		SP:Iteration 5F (28307.150000 sec): 3 clusters
  Score: Raw -1536097.283726 + Penalty 4570.753289 = -1531526.530437
  nChanged 508
		SP:Iteration 6F (28307.390000 sec): 3 clusters
  Score: Raw -1536439.899520 + Penalty 4570.753289 = -1531869.146231
  nChanged 476
		SP:Iteration 7Q (28307.630000 sec): 3 clusters
  Score: Raw -1536768.715228 + Penalty 4570.753289 = -1532197.961939
  nChanged 435
		SP:Iteration 8Q (28307.870000 sec): 3 clusters
  Score: Raw -1537092.396663 + Penalty 4570.753289 = -1532521.643374
  nChanged 398
		SP:Iteration 9Q (28308.100000 sec): 3 clusters
  Score: Raw -1537455.913886 + Penalty 4570.753289 = -1532885.160597
  nChanged 361
		SP:Iteration 10Q (28308.300000 sec): 3 clusters
  Score: Raw -1537813.101825 + Penalty 4570.753289 = -1533242.348535
  nChanged 317
		SP:Iteration 11Q (28308.490000 sec): 3 clusters
  Score: Raw -1538138.237951 + Penalty 4570.753289 = -1533567.484662
  nChanged 237
		SP:Iteration 12Q (28308.690000 sec): 3 clusters
  Score: Raw -1538341.213287 + Penalty 4570.753289 = -1533770.459998
  nChanged 183
		SP:Iteration 13Q (28308.890000 sec): 3 clusters
  Score: Raw -1538452.831112 + Penalty 4570.753289 = -1533882.077822
  nChanged 148
		SP:Iteration 14Q (28309.120000 sec): 3 clusters
  Score: Raw -1538523.666813 + Penalty 4570.753289 = -1533952.913524
  nChanged 108
		SP:Iteration 15Q (28309.360000 sec): 3 clusters
  Score: Raw -1538574.130005 + Penalty 4570.753289 = -1534003.376715
  nChanged 91
		SP:Iteration 16Q (28309.560000 sec): 3 clusters
  Score: Raw -1538619.163027 + Penalty 4570.753289 = -1534048.409738
  nChanged 89
		SP:Iteration 17Q (28309.800000 sec): 3 clusters
  Score: Raw -1538662.432132 + Penalty 4570.753289 = -1534091.678842
  nChanged 79
		SP:Iteration 18Q (28309.990000 sec): 3 clusters
  Score: Raw -1538710.020027 + Penalty 4570.753289 = -1534139.266738
  nChanged 74
		SP:Iteration 19Q (28310.180000 sec): 3 clusters
  Score: Raw -1538750.854547 + Penalty 4570.753289 = -1534180.101258
  nChanged 71
		SP:Iteration 20F (28310.380000 sec): 3 clusters
  Score: Raw -1538787.775485 + Penalty 4570.753289 = -1534217.022195
  nChanged 71
		SP:Iteration 21Q (28310.570000 sec): 3 clusters
  Score: Raw -1538821.792054 + Penalty 4570.753289 = -1534251.038765
  nChanged 52
		SP:Iteration 22Q (28310.760000 sec): 3 clusters
  Score: Raw -1538842.713477 + Penalty 4570.753289 = -1534271.960188
  nChanged 30
		SP:Iteration 23Q (28310.960000 sec): 3 clusters
  Score: Raw -1538856.046880 + Penalty 4570.753289 = -1534285.293591
  nChanged 31
		SP:Iteration 24Q (28311.190000 sec): 3 clusters
  Score: Raw -1538869.428953 + Penalty 4570.753289 = -1534298.675664
  nChanged 27
		SP:Iteration 25Q (28311.440000 sec): 3 clusters
  Score: Raw -1538880.048377 + Penalty 4570.753289 = -1534309.295087
  nChanged 25
		SP:Iteration 26Q (28311.720000 sec): 3 clusters
  Score: Raw -1538887.497817 + Penalty 4570.753289 = -1534316.744528
  nChanged 27
		SP:Iteration 27Q (28311.880000 sec): 3 clusters
  Score: Raw -1538895.217138 + Penalty 4570.753289 = -1534324.463849
  nChanged 18
		SP:Iteration 28Q (28312.110000 sec): 3 clusters
  Score: Raw -1538901.462476 + Penalty 4570.753289 = -1534330.709186
  nChanged 16
		SP:Iteration 29Q (28312.300000 sec): 3 clusters
  Score: Raw -1538908.952933 + Penalty 4570.753289 = -1534338.199643
  nChanged 18
		SP:Iteration 30Q (28312.490000 sec): 3 clusters
  Score: Raw -1538914.990942 + Penalty 4570.753289 = -1534344.237653
  nChanged 16
		SP:Iteration 31Q (28312.680000 sec): 3 clusters
  Score: Raw -1538918.916514 + Penalty 4570.753289 = -1534348.163225
  nChanged 10
		SP:Iteration 32Q (28312.870000 sec): 3 clusters
  Score: Raw -1538920.791970 + Penalty 4570.753289 = -1534350.038681
  nChanged 6
		SP:Iteration 33Q (28313.060000 sec): 3 clusters
  Score: Raw -1538922.220288 + Penalty 4570.753289 = -1534351.466998
  nChanged 3
		SP:Iteration 34Q (28313.260000 sec): 3 clusters
  Score: Raw -1538922.891458 + Penalty 4570.753289 = -1534352.138168
  nChanged 8
		SP:Iteration 35Q (28313.440000 sec): 3 clusters
  Score: Raw -1538924.749473 + Penalty 4570.753289 = -1534353.996183
  nChanged 8
		SP:Iteration 36Q (28313.680000 sec): 3 clusters
  Score: Raw -1538926.518313 + Penalty 4570.753289 = -1534355.765024
  nChanged 8
		SP:Iteration 37Q (28313.920000 sec): 3 clusters
  Score: Raw -1538928.049681 + Penalty 4570.753289 = -1534357.296392
  nChanged 10
		SP:Iteration 38Q (28314.160000 sec): 3 clusters
  Score: Raw -1538930.356382 + Penalty 4570.753289 = -1534359.603093
  nChanged 10
		SP:Iteration 39Q (28314.390000 sec): 3 clusters
  Score: Raw -1538932.531283 + Penalty 4570.753289 = -1534361.777994
  nChanged 8
		SP:Iteration 40F (28314.590000 sec): 3 clusters
  Score: Raw -1538934.269144 + Penalty 4570.753289 = -1534363.515855
  nChanged 8
		SP:Iteration 41Q (28314.830000 sec): 3 clusters
  Score: Raw -1538936.083586 + Penalty 4570.753289 = -1534365.330296
  nChanged 6
		SP:Iteration 42Q (28315.020000 sec): 3 clusters
  Score: Raw -1538937.728459 + Penalty 4570.753289 = -1534366.975169
  nChanged 10
		SP:Iteration 43Q (28315.210000 sec): 3 clusters
  Score: Raw -1538940.273023 + Penalty 4570.753289 = -1534369.519734
  nChanged 10
		SP:Iteration 44Q (28315.400000 sec): 3 clusters
  Score: Raw -1538942.654630 + Penalty 4570.753289 = -1534371.901340
  nChanged 5
		SP:Iteration 45Q (28315.600000 sec): 3 clusters
  Score: Raw -1538943.554126 + Penalty 4570.753289 = -1534372.800837
  nChanged 2
		SP:Iteration 46Q (28315.790000 sec): 3 clusters
  Score: Raw -1538943.684657 + Penalty 4570.753289 = -1534372.931368
  nChanged 3
		SP:Iteration 47Q (28315.980000 sec): 3 clusters
  Score: Raw -1538944.246973 + Penalty 4570.753289 = -1534373.493684
  nChanged 9
		SP:Iteration 48Q (28316.180000 sec): 3 clusters
  Score: Raw -1538946.558476 + Penalty 4570.753289 = -1534375.805187
  nChanged 10
		SP:Iteration 49Q (28316.370000 sec): 3 clusters
  Score: Raw -1538949.354452 + Penalty 4570.753289 = -1534378.601163
  nChanged 8
		SP:Iteration 50Q (28316.560000 sec): 3 clusters
  Score: Raw -1538951.377083 + Penalty 4570.753289 = -1534380.623794
  nChanged 11
		SP:Iteration 51Q (28316.790000 sec): 3 clusters
  Score: Raw -1538954.857859 + Penalty 4570.753289 = -1534384.104569
  nChanged 12
		SP:Iteration 52Q (28316.980000 sec): 3 clusters
  Score: Raw -1538958.963624 + Penalty 4570.753289 = -1534388.210334
  nChanged 16
		SP:Iteration 53Q (28317.180000 sec): 3 clusters
  Score: Raw -1538964.045620 + Penalty 4570.753289 = -1534393.292331
  nChanged 16
		SP:Iteration 54Q (28317.370000 sec): 3 clusters
  Score: Raw -1538971.689079 + Penalty 4570.753289 = -1534400.935789
  nChanged 22
		SP:Iteration 55Q (28317.560000 sec): 3 clusters
  Score: Raw -1538980.836183 + Penalty 4570.753289 = -1534410.082893
  nChanged 22
		SP:Iteration 56Q (28317.750000 sec): 3 clusters
  Score: Raw -1538989.708008 + Penalty 4570.753289 = -1534418.954718
  nChanged 24
		SP:Iteration 57Q (28317.990000 sec): 3 clusters
  Score: Raw -1539000.617288 + Penalty 4570.753289 = -1534429.863999
  nChanged 31
		SP:Iteration 58Q (28318.230000 sec): 3 clusters
  Score: Raw -1539014.825833 + Penalty 4570.753289 = -1534444.072544
  nChanged 34
		SP:Iteration 59Q (28318.470000 sec): 3 clusters
  Score: Raw -1539031.629476 + Penalty 4570.753289 = -1534460.876186
  nChanged 26
		SP:Iteration 60F (28318.660000 sec): 3 clusters
  Score: Raw -1539047.345053 + Penalty 4570.753289 = -1534476.591763
  nChanged 28
		SP:Iteration 61Q (28318.850000 sec): 3 clusters
  Score: Raw -1539068.068476 + Penalty 4570.753289 = -1534497.315187
  nChanged 36
		SP:Iteration 62Q (28319.040000 sec): 3 clusters
  Score: Raw -1539100.819364 + Penalty 4570.753289 = -1534530.066075
  nChanged 31
		SP:Iteration 63Q (28319.230000 sec): 3 clusters
  Score: Raw -1539121.458935 + Penalty 4570.753289 = -1534550.705646
  nChanged 24
		SP:Iteration 64Q (28319.420000 sec): 3 clusters
  Score: Raw -1539130.827013 + Penalty 4570.753289 = -1534560.073724
  nChanged 14
		SP:Iteration 65Q (28319.610000 sec): 3 clusters
  Score: Raw -1539135.577376 + Penalty 4570.753289 = -1534564.824087
  nChanged 11
		SP:Iteration 66Q (28319.800000 sec): 3 clusters
  Score: Raw -1539139.259926 + Penalty 4570.753289 = -1534568.506637
  nChanged 7
		SP:Iteration 67Q (28319.990000 sec): 3 clusters
  Score: Raw -1539141.516153 + Penalty 4570.753289 = -1534570.762864
  nChanged 7
		SP:Iteration 68Q (28320.180000 sec): 3 clusters
  Score: Raw -1539143.439639 + Penalty 4570.753289 = -1534572.686349
  nChanged 5
		SP:Iteration 69Q (28320.370000 sec): 3 clusters
  Score: Raw -1539144.585250 + Penalty 4570.753289 = -1534573.831960
  nChanged 6
		SP:Iteration 70Q (28320.570000 sec): 3 clusters
  Score: Raw -1539145.969437 + Penalty 4570.753289 = -1534575.216148
  nChanged 2
		SP:Iteration 71Q (28320.760000 sec): 3 clusters
  Score: Raw -1539146.255839 + Penalty 4570.753289 = -1534575.502549
  nChanged 0
		SP:Iteration 72F (28321.050000 sec): 3 clusters
  Score: Raw -1539146.255839 + Penalty 4570.753289 = -1534575.502549
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (15404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28321.250000 sec): 2 clusters
  Score: Raw -2367587.945843 + Penalty 2391.310859 = -2365196.634984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28321.560000 sec): 3 clusters
  Score: Raw -2358876.916792 + Penalty 4782.621717 = -2354094.295075
  nChanged 6727
		SP:Iteration 1F (28321.800000 sec): 3 clusters
  Score: Raw -2362810.908717 + Penalty 4782.621717 = -2358028.286999
  nChanged 1179
		SP:Iteration 2F (28322.140000 sec): 3 clusters
  Score: Raw -2363723.639897 + Penalty 4782.621717 = -2358941.018180
  nChanged 1276
		SP:Iteration 3F (28322.400000 sec): 3 clusters
  Score: Raw -2364803.150331 + Penalty 4782.621717 = -2360020.528613
  nChanged 1181
		SP:Iteration 4F (28322.650000 sec): 3 clusters
  Score: Raw -2365763.100663 + Penalty 4782.621717 = -2360980.478945
  nChanged 994
		SP:Iteration 5F (28322.970000 sec): 3 clusters
  Score: Raw -2366500.908936 + Penalty 4782.621717 = -2361718.287219
  nChanged 804
		SP:Iteration 6F (28323.290000 sec): 3 clusters
  Score: Raw -2367051.133105 + Penalty 4782.621717 = -2362268.511388
  nChanged 642
		SP:Iteration 7Q (28323.610000 sec): 3 clusters
  Score: Raw -2367472.241454 + Penalty 4782.621717 = -2362689.619737
  nChanged 556
		SP:Iteration 8Q (28323.890000 sec): 3 clusters
  Score: Raw -2367819.825214 + Penalty 4782.621717 = -2363037.203497
  nChanged 472
		SP:Iteration 9Q (28324.180000 sec): 3 clusters
  Score: Raw -2368115.507250 + Penalty 4782.621717 = -2363332.885532
  nChanged 383
		SP:Iteration 10Q (28324.470000 sec): 3 clusters
  Score: Raw -2368363.578375 + Penalty 4782.621717 = -2363580.956657
  nChanged 334
		SP:Iteration 11Q (28324.730000 sec): 3 clusters
  Score: Raw -2368576.477606 + Penalty 4782.621717 = -2363793.855888
  nChanged 264
		SP:Iteration 12Q (28325.010000 sec): 3 clusters
  Score: Raw -2368695.236604 + Penalty 4782.621717 = -2363912.614887
  nChanged 217
		SP:Iteration 13Q (28325.320000 sec): 3 clusters
  Score: Raw -2368777.507902 + Penalty 4782.621717 = -2363994.886185
  nChanged 174
		SP:Iteration 14Q (28325.690000 sec): 3 clusters
  Score: Raw -2368840.728390 + Penalty 4782.621717 = -2364058.106673
  nChanged 122
		SP:Iteration 15Q (28325.950000 sec): 3 clusters
  Score: Raw -2368877.855314 + Penalty 4782.621717 = -2364095.233596
  nChanged 96
		SP:Iteration 16Q (28326.280000 sec): 3 clusters
  Score: Raw -2368901.082645 + Penalty 4782.621717 = -2364118.460927
  nChanged 63
		SP:Iteration 17Q (28326.610000 sec): 3 clusters
  Score: Raw -2368917.057934 + Penalty 4782.621717 = -2364134.436217
  nChanged 45
		SP:Iteration 18Q (28326.920000 sec): 3 clusters
  Score: Raw -2368927.302493 + Penalty 4782.621717 = -2364144.680775
  nChanged 38
		SP:Iteration 19Q (28327.190000 sec): 3 clusters
  Score: Raw -2368933.301403 + Penalty 4782.621717 = -2364150.679685
  nChanged 27
		SP:Iteration 20F (28327.490000 sec): 3 clusters
  Score: Raw -2368936.525348 + Penalty 4782.621717 = -2364153.903631
  nChanged 19
		SP:Iteration 21Q (28327.780000 sec): 3 clusters
  Score: Raw -2368939.232599 + Penalty 4782.621717 = -2364156.610882
  nChanged 24
		SP:Iteration 22Q (28328.030000 sec): 3 clusters
  Score: Raw -2368942.330703 + Penalty 4782.621717 = -2364159.708985
  nChanged 15
		SP:Iteration 23Q (28328.280000 sec): 3 clusters
  Score: Raw -2368944.721673 + Penalty 4782.621717 = -2364162.099956
  nChanged 17
		SP:Iteration 24Q (28328.560000 sec): 3 clusters
  Score: Raw -2368947.763394 + Penalty 4782.621717 = -2364165.141676
  nChanged 16
		SP:Iteration 25Q (28328.860000 sec): 3 clusters
  Score: Raw -2368949.419876 + Penalty 4782.621717 = -2364166.798159
  nChanged 7
		SP:Iteration 26Q (28329.200000 sec): 3 clusters
  Score: Raw -2368950.196690 + Penalty 4782.621717 = -2364167.574973
  nChanged 7
		SP:Iteration 27Q (28329.540000 sec): 3 clusters
  Score: Raw -2368950.882850 + Penalty 4782.621717 = -2364168.261132
  nChanged 5
		SP:Iteration 28Q (28329.830000 sec): 3 clusters
  Score: Raw -2368951.424134 + Penalty 4782.621717 = -2364168.802417
  nChanged 8
		SP:Iteration 29Q (28330.130000 sec): 3 clusters
  Score: Raw -2368952.072559 + Penalty 4782.621717 = -2364169.450842
  nChanged 3
		SP:Iteration 30Q (28330.460000 sec): 3 clusters
  Score: Raw -2368952.240008 + Penalty 4782.621717 = -2364169.618290
  nChanged 4
		SP:Iteration 31Q (28330.770000 sec): 3 clusters
  Score: Raw -2368953.044263 + Penalty 4782.621717 = -2364170.422545
  nChanged 4
		SP:Iteration 32Q (28331.080000 sec): 3 clusters
  Score: Raw -2368954.134998 + Penalty 4782.621717 = -2364171.513280
  nChanged 7
		SP:Iteration 33Q (28331.360000 sec): 3 clusters
  Score: Raw -2368954.783256 + Penalty 4782.621717 = -2364172.161539
  nChanged 3
		SP:Iteration 34Q (28331.660000 sec): 3 clusters
  Score: Raw -2368955.157333 + Penalty 4782.621717 = -2364172.535615
  nChanged 1
		SP:Iteration 35Q (28331.980000 sec): 3 clusters
  Score: Raw -2368955.281797 + Penalty 4782.621717 = -2364172.660079
  nChanged 2
		SP:Iteration 36Q (28332.260000 sec): 3 clusters
  Score: Raw -2368955.447976 + Penalty 4782.621717 = -2364172.826259
  nChanged 2
		SP:Iteration 37Q (28332.580000 sec): 3 clusters
  Score: Raw -2368955.563087 + Penalty 4782.621717 = -2364172.941370
  nChanged 1
		SP:Iteration 38Q (28332.910000 sec): 3 clusters
  Score: Raw -2368955.694351 + Penalty 4782.621717 = -2364173.072633
  nChanged 1
		SP:Iteration 39Q (28333.160000 sec): 3 clusters
  Score: Raw -2368955.817590 + Penalty 4782.621717 = -2364173.195873
  nChanged 2
		SP:Iteration 40F (28333.450000 sec): 3 clusters
  Score: Raw -2368956.513300 + Penalty 4782.621717 = -2364173.891583
  nChanged 3
		SP:Iteration 41Q (28333.730000 sec): 3 clusters
  Score: Raw -2368957.215295 + Penalty 4782.621717 = -2364174.593578
  nChanged 1
		SP:Iteration 42Q (28334.020000 sec): 3 clusters
  Score: Raw -2368957.342587 + Penalty 4782.621717 = -2364174.720870
  nChanged 3
		SP:Iteration 43Q (28334.340000 sec): 3 clusters
  Score: Raw -2368957.882376 + Penalty 4782.621717 = -2364175.260658
  nChanged 7
		SP:Iteration 44Q (28334.660000 sec): 3 clusters
  Score: Raw -2368959.601753 + Penalty 4782.621717 = -2364176.980035
  nChanged 12
		SP:Iteration 45Q (28334.960000 sec): 3 clusters
  Score: Raw -2368961.383685 + Penalty 4782.621717 = -2364178.761967
  nChanged 7
		SP:Iteration 46Q (28335.320000 sec): 3 clusters
  Score: Raw -2368962.584965 + Penalty 4782.621717 = -2364179.963247
  nChanged 6
		SP:Iteration 47Q (28335.620000 sec): 3 clusters
  Score: Raw -2368963.182458 + Penalty 4782.621717 = -2364180.560741
  nChanged 5
		SP:Iteration 48Q (28335.890000 sec): 3 clusters
  Score: Raw -2368963.713260 + Penalty 4782.621717 = -2364181.091542
  nChanged 0
		SP:Iteration 49F (28336.310000 sec): 3 clusters
  Score: Raw -2368963.713260 + Penalty 4782.621717 = -2364181.091542
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (6014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28336.420000 sec): 2 clusters
  Score: Raw -931017.469281 + Penalty 2158.057650 = -928859.411631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28336.640000 sec): 3 clusters
  Score: Raw -928034.497895 + Penalty 4316.115300 = -923718.382595
  nChanged 2355
		SP:Iteration 1F (28336.870000 sec): 3 clusters
  Score: Raw -929437.744486 + Penalty 4316.115300 = -925121.629185
  nChanged 516
		SP:Iteration 2F (28337.060000 sec): 3 clusters
  Score: Raw -929818.740613 + Penalty 4316.115300 = -925502.625312
  nChanged 405
		SP:Iteration 3F (28337.240000 sec): 3 clusters
  Score: Raw -930179.695722 + Penalty 4316.115300 = -925863.580422
  nChanged 395
		SP:Iteration 4F (28337.430000 sec): 3 clusters
  Score: Raw -930564.161397 + Penalty 4316.115300 = -926248.046096
  nChanged 391
		SP:Iteration 5F (28337.590000 sec): 3 clusters
  Score: Raw -930931.740165 + Penalty 4316.115300 = -926615.624865
  nChanged 383
		SP:Iteration 6F (28337.830000 sec): 3 clusters
  Score: Raw -931309.117224 + Penalty 4316.115300 = -926993.001924
  nChanged 303
		SP:Iteration 7F (28338.060000 sec): 3 clusters
  Score: Raw -931640.686098 + Penalty 4316.115300 = -927324.570798
  nChanged 271
		SP:Iteration 8Q (28338.260000 sec): 3 clusters
  Score: Raw -931951.405581 + Penalty 4316.115300 = -927635.290280
  nChanged 213
		SP:Iteration 9Q (28338.470000 sec): 3 clusters
  Score: Raw -932193.157676 + Penalty 4316.115300 = -927877.042376
  nChanged 193
		SP:Iteration 10Q (28338.650000 sec): 3 clusters
  Score: Raw -932390.178751 + Penalty 4316.115300 = -928074.063451
  nChanged 157
		SP:Iteration 11Q (28338.910000 sec): 3 clusters
  Score: Raw -932550.535944 + Penalty 4316.115300 = -928234.420644
  nChanged 120
		SP:Iteration 12Q (28339.120000 sec): 3 clusters
  Score: Raw -932633.688512 + Penalty 4316.115300 = -928317.573212
  nChanged 90
		SP:Iteration 13Q (28339.320000 sec): 3 clusters
  Score: Raw -932681.247513 + Penalty 4316.115300 = -928365.132213
  nChanged 66
		SP:Iteration 14Q (28339.470000 sec): 3 clusters
  Score: Raw -932706.134978 + Penalty 4316.115300 = -928390.019678
  nChanged 46
		SP:Iteration 15Q (28339.680000 sec): 3 clusters
  Score: Raw -932720.693388 + Penalty 4316.115300 = -928404.578088
  nChanged 32
		SP:Iteration 16Q (28339.890000 sec): 3 clusters
  Score: Raw -932729.527344 + Penalty 4316.115300 = -928413.412043
  nChanged 27
		SP:Iteration 17Q (28340.050000 sec): 3 clusters
  Score: Raw -932734.535835 + Penalty 4316.115300 = -928418.420535
  nChanged 16
		SP:Iteration 18Q (28340.290000 sec): 3 clusters
  Score: Raw -932738.968335 + Penalty 4316.115300 = -928422.853034
  nChanged 12
		SP:Iteration 19Q (28340.490000 sec): 3 clusters
  Score: Raw -932741.959349 + Penalty 4316.115300 = -928425.844048
  nChanged 11
		SP:Iteration 20F (28340.620000 sec): 3 clusters
  Score: Raw -932745.160114 + Penalty 4316.115300 = -928429.044814
  nChanged 11
		SP:Iteration 21Q (28340.830000 sec): 3 clusters
  Score: Raw -932747.039031 + Penalty 4316.115300 = -928430.923731
  nChanged 8
		SP:Iteration 22Q (28340.970000 sec): 3 clusters
  Score: Raw -932749.232718 + Penalty 4316.115300 = -928433.117418
  nChanged 10
		SP:Iteration 23Q (28341.190000 sec): 3 clusters
  Score: Raw -932751.551465 + Penalty 4316.115300 = -928435.436165
  nChanged 8
		SP:Iteration 24Q (28341.430000 sec): 3 clusters
  Score: Raw -932753.466846 + Penalty 4316.115300 = -928437.351546
  nChanged 11
		SP:Iteration 25Q (28341.650000 sec): 3 clusters
  Score: Raw -932755.771153 + Penalty 4316.115300 = -928439.655853
  nChanged 6
		SP:Iteration 26Q (28341.840000 sec): 3 clusters
  Score: Raw -932757.186029 + Penalty 4316.115300 = -928441.070729
  nChanged 4
		SP:Iteration 27Q (28342.070000 sec): 3 clusters
  Score: Raw -932758.053033 + Penalty 4316.115300 = -928441.937732
  nChanged 7
		SP:Iteration 28Q (28342.290000 sec): 3 clusters
  Score: Raw -932759.885570 + Penalty 4316.115300 = -928443.770269
  nChanged 3
		SP:Iteration 29Q (28342.470000 sec): 3 clusters
  Score: Raw -932760.492166 + Penalty 4316.115300 = -928444.376866
  nChanged 4
		SP:Iteration 30Q (28342.680000 sec): 3 clusters
  Score: Raw -932761.238475 + Penalty 4316.115300 = -928445.123175
  nChanged 1
		SP:Iteration 31Q (28342.870000 sec): 3 clusters
  Score: Raw -932761.470943 + Penalty 4316.115300 = -928445.355642
  nChanged 2
		SP:Iteration 32Q (28343.090000 sec): 3 clusters
  Score: Raw -932761.819930 + Penalty 4316.115300 = -928445.704629
  nChanged 2
		SP:Iteration 33Q (28343.280000 sec): 3 clusters
  Score: Raw -932762.174617 + Penalty 4316.115300 = -928446.059316
  nChanged 1
		SP:Iteration 34Q (28343.510000 sec): 3 clusters
  Score: Raw -932762.237970 + Penalty 4316.115300 = -928446.122669
  nChanged 2
		SP:Iteration 35Q (28343.700000 sec): 3 clusters
  Score: Raw -932762.516773 + Penalty 4316.115300 = -928446.401473
  nChanged 4
		SP:Iteration 36Q (28343.930000 sec): 3 clusters
  Score: Raw -932763.288435 + Penalty 4316.115300 = -928447.173135
  nChanged 1
		SP:Iteration 37Q (28344.220000 sec): 3 clusters
  Score: Raw -932763.572616 + Penalty 4316.115300 = -928447.457315
  nChanged 0
		SP:Iteration 38F (28344.470000 sec): 3 clusters
  Score: Raw -932763.572616 + Penalty 4316.115300 = -928447.457315
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (21375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28344.750000 sec): 2 clusters
  Score: Raw -3074061.516844 + Penalty 2472.554369 = -3071588.962475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28345.050000 sec): 3 clusters
  Score: Raw -3061679.298897 + Penalty 4945.108738 = -3056734.190159
  nChanged 9376
		SP:Iteration 1F (28345.470000 sec): 3 clusters
  Score: Raw -3067276.427555 + Penalty 4945.108738 = -3062331.318817
  nChanged 1569
		SP:Iteration 2F (28345.740000 sec): 3 clusters
  Score: Raw -3068263.294396 + Penalty 4945.108738 = -3063318.185658
  nChanged 1479
		SP:Iteration 3F (28346.110000 sec): 3 clusters
  Score: Raw -3069198.335502 + Penalty 4945.108738 = -3064253.226764
  nChanged 1318
		SP:Iteration 4F (28346.450000 sec): 3 clusters
  Score: Raw -3070004.426599 + Penalty 4945.108738 = -3065059.317861
  nChanged 1219
		SP:Iteration 5F (28346.750000 sec): 3 clusters
  Score: Raw -3070713.294815 + Penalty 4945.108738 = -3065768.186078
  nChanged 1075
		SP:Iteration 6F (28347.080000 sec): 3 clusters
  Score: Raw -3071300.730645 + Penalty 4945.108738 = -3066355.621908
  nChanged 1001
		SP:Iteration 7Q (28347.390000 sec): 3 clusters
  Score: Raw -3071798.912891 + Penalty 4945.108738 = -3066853.804153
  nChanged 851
		SP:Iteration 8Q (28347.710000 sec): 3 clusters
  Score: Raw -3072178.431060 + Penalty 4945.108738 = -3067233.322322
  nChanged 682
		SP:Iteration 9Q (28348.050000 sec): 3 clusters
  Score: Raw -3072451.119425 + Penalty 4945.108738 = -3067506.010687
  nChanged 563
		SP:Iteration 10Q (28348.350000 sec): 3 clusters
  Score: Raw -3072656.438577 + Penalty 4945.108738 = -3067711.329839
  nChanged 459
		SP:Iteration 11Q (28348.720000 sec): 3 clusters
  Score: Raw -3072819.864606 + Penalty 4945.108738 = -3067874.755869
  nChanged 411
		SP:Iteration 12Q (28349.030000 sec): 3 clusters
  Score: Raw -3072959.941515 + Penalty 4945.108738 = -3068014.832778
  nChanged 391
		SP:Iteration 13Q (28349.420000 sec): 3 clusters
  Score: Raw -3073089.291723 + Penalty 4945.108738 = -3068144.182985
  nChanged 349
		SP:Iteration 14Q (28349.690000 sec): 3 clusters
  Score: Raw -3073201.768100 + Penalty 4945.108738 = -3068256.659363
  nChanged 312
		SP:Iteration 15Q (28350.050000 sec): 3 clusters
  Score: Raw -3073295.036001 + Penalty 4945.108738 = -3068349.927264
  nChanged 285
		SP:Iteration 16Q (28350.370000 sec): 3 clusters
  Score: Raw -3073369.558158 + Penalty 4945.108738 = -3068424.449420
  nChanged 275
		SP:Iteration 17Q (28350.680000 sec): 3 clusters
  Score: Raw -3073442.502460 + Penalty 4945.108738 = -3068497.393723
  nChanged 249
		SP:Iteration 18Q (28350.970000 sec): 3 clusters
  Score: Raw -3073512.439909 + Penalty 4945.108738 = -3068567.331171
  nChanged 254
		SP:Iteration 19Q (28351.320000 sec): 3 clusters
  Score: Raw -3073582.821031 + Penalty 4945.108738 = -3068637.712293
  nChanged 234
		SP:Iteration 20F (28351.590000 sec): 3 clusters
  Score: Raw -3073642.545839 + Penalty 4945.108738 = -3068697.437101
  nChanged 233
		SP:Iteration 21Q (28351.930000 sec): 3 clusters
  Score: Raw -3073699.824848 + Penalty 4945.108738 = -3068754.716111
  nChanged 243
		SP:Iteration 22Q (28352.190000 sec): 3 clusters
  Score: Raw -3073762.955885 + Penalty 4945.108738 = -3068817.847148
  nChanged 228
		SP:Iteration 23Q (28352.560000 sec): 3 clusters
  Score: Raw -3073820.187112 + Penalty 4945.108738 = -3068875.078375
  nChanged 232
		SP:Iteration 24Q (28352.790000 sec): 3 clusters
  Score: Raw -3073890.975896 + Penalty 4945.108738 = -3068945.867158
  nChanged 243
		SP:Iteration 25Q (28353.150000 sec): 3 clusters
  Score: Raw -3073951.269521 + Penalty 4945.108738 = -3069006.160783
  nChanged 214
		SP:Iteration 26Q (28353.470000 sec): 3 clusters
  Score: Raw -3073997.317383 + Penalty 4945.108738 = -3069052.208645
  nChanged 190
		SP:Iteration 27Q (28353.800000 sec): 3 clusters
  Score: Raw -3074039.737263 + Penalty 4945.108738 = -3069094.628525
  nChanged 174
		SP:Iteration 28Q (28354.040000 sec): 3 clusters
  Score: Raw -3074081.260081 + Penalty 4945.108738 = -3069136.151343
  nChanged 188
		SP:Iteration 29Q (28354.370000 sec): 3 clusters
  Score: Raw -3074122.736442 + Penalty 4945.108738 = -3069177.627705
  nChanged 165
		SP:Iteration 30Q (28354.690000 sec): 3 clusters
  Score: Raw -3074164.964071 + Penalty 4945.108738 = -3069219.855333
  nChanged 178
		SP:Iteration 31Q (28354.990000 sec): 3 clusters
  Score: Raw -3074211.320935 + Penalty 4945.108738 = -3069266.212197
  nChanged 195
		SP:Iteration 32Q (28355.270000 sec): 3 clusters
  Score: Raw -3074262.741983 + Penalty 4945.108738 = -3069317.633245
  nChanged 196
		SP:Iteration 33Q (28355.610000 sec): 3 clusters
  Score: Raw -3074316.105759 + Penalty 4945.108738 = -3069370.997021
  nChanged 201
		SP:Iteration 34Q (28355.970000 sec): 3 clusters
  Score: Raw -3074377.573921 + Penalty 4945.108738 = -3069432.465184
  nChanged 217
		SP:Iteration 35Q (28356.360000 sec): 3 clusters
  Score: Raw -3074446.972615 + Penalty 4945.108738 = -3069501.863878
  nChanged 231
		SP:Iteration 36Q (28356.630000 sec): 3 clusters
  Score: Raw -3074531.663440 + Penalty 4945.108738 = -3069586.554702
  nChanged 262
		SP:Iteration 37Q (28357.000000 sec): 3 clusters
  Score: Raw -3074626.131215 + Penalty 4945.108738 = -3069681.022477
  nChanged 249
		SP:Iteration 38Q (28357.370000 sec): 3 clusters
  Score: Raw -3074706.359719 + Penalty 4945.108738 = -3069761.250982
  nChanged 228
		SP:Iteration 39Q (28357.710000 sec): 3 clusters
  Score: Raw -3074793.106286 + Penalty 4945.108738 = -3069847.997548
  nChanged 257
		SP:Iteration 40F (28358.070000 sec): 3 clusters
  Score: Raw -3074901.472322 + Penalty 4945.108738 = -3069956.363584
  nChanged 281
		SP:Iteration 41Q (28358.490000 sec): 3 clusters
  Score: Raw -3075024.140678 + Penalty 4945.108738 = -3070079.031941
  nChanged 261
		SP:Iteration 42Q (28358.890000 sec): 3 clusters
  Score: Raw -3075148.513425 + Penalty 4945.108738 = -3070203.404687
  nChanged 263
		SP:Iteration 43Q (28359.230000 sec): 3 clusters
  Score: Raw -3075271.527467 + Penalty 4945.108738 = -3070326.418730
  nChanged 235
		SP:Iteration 44Q (28359.600000 sec): 3 clusters
  Score: Raw -3075371.868371 + Penalty 4945.108738 = -3070426.759633
  nChanged 204
		SP:Iteration 45Q (28359.890000 sec): 3 clusters
  Score: Raw -3075455.889555 + Penalty 4945.108738 = -3070510.780817
  nChanged 191
		SP:Iteration 46Q (28360.270000 sec): 3 clusters
  Score: Raw -3075530.620459 + Penalty 4945.108738 = -3070585.511722
  nChanged 192
		SP:Iteration 47Q (28360.630000 sec): 3 clusters
  Score: Raw -3075607.175445 + Penalty 4945.108738 = -3070662.066707
  nChanged 187
		SP:Iteration 48Q (28360.900000 sec): 3 clusters
  Score: Raw -3075671.091739 + Penalty 4945.108738 = -3070725.983002
  nChanged 157
		SP:Iteration 49Q (28361.250000 sec): 3 clusters
  Score: Raw -3075708.320276 + Penalty 4945.108738 = -3070763.211538
  nChanged 114
		SP:Iteration 50Q (28361.550000 sec): 3 clusters
  Score: Raw -3075733.350539 + Penalty 4945.108738 = -3070788.241801
  nChanged 106
		SP:Iteration 51Q (28361.850000 sec): 3 clusters
  Score: Raw -3075757.346152 + Penalty 4945.108738 = -3070812.237415
  nChanged 91
		SP:Iteration 52Q (28362.230000 sec): 3 clusters
  Score: Raw -3075776.786384 + Penalty 4945.108738 = -3070831.677647
  nChanged 92
		SP:Iteration 53Q (28362.530000 sec): 3 clusters
  Score: Raw -3075797.096518 + Penalty 4945.108738 = -3070851.987781
  nChanged 89
		SP:Iteration 54Q (28362.850000 sec): 3 clusters
  Score: Raw -3075816.942733 + Penalty 4945.108738 = -3070871.833996
  nChanged 82
		SP:Iteration 55Q (28363.150000 sec): 3 clusters
  Score: Raw -3075835.982482 + Penalty 4945.108738 = -3070890.873744
  nChanged 86
		SP:Iteration 56Q (28363.510000 sec): 3 clusters
  Score: Raw -3075857.243949 + Penalty 4945.108738 = -3070912.135212
  nChanged 103
		SP:Iteration 57Q (28363.890000 sec): 3 clusters
  Score: Raw -3075883.709028 + Penalty 4945.108738 = -3070938.600290
  nChanged 100
		SP:Iteration 58Q (28364.190000 sec): 3 clusters
  Score: Raw -3075908.724368 + Penalty 4945.108738 = -3070963.615630
  nChanged 91
		SP:Iteration 59Q (28364.490000 sec): 3 clusters
  Score: Raw -3075932.553097 + Penalty 4945.108738 = -3070987.444359
  nChanged 92
		SP:Iteration 60F (28364.820000 sec): 3 clusters
  Score: Raw -3075953.481590 + Penalty 4945.108738 = -3071008.372852
  nChanged 85
		SP:Iteration 61Q (28365.210000 sec): 3 clusters
  Score: Raw -3075972.705174 + Penalty 4945.108738 = -3071027.596437
  nChanged 69
		SP:Iteration 62Q (28365.520000 sec): 3 clusters
  Score: Raw -3075987.809394 + Penalty 4945.108738 = -3071042.700657
  nChanged 69
		SP:Iteration 63Q (28365.830000 sec): 3 clusters
  Score: Raw -3076001.461337 + Penalty 4945.108738 = -3071056.352599
  nChanged 66
		SP:Iteration 64Q (28366.170000 sec): 3 clusters
  Score: Raw -3076014.975574 + Penalty 4945.108738 = -3071069.866836
  nChanged 66
		SP:Iteration 65Q (28366.460000 sec): 3 clusters
  Score: Raw -3076028.518268 + Penalty 4945.108738 = -3071083.409531
  nChanged 59
		SP:Iteration 66Q (28366.740000 sec): 3 clusters
  Score: Raw -3076042.022488 + Penalty 4945.108738 = -3071096.913750
  nChanged 84
		SP:Iteration 67Q (28367.050000 sec): 3 clusters
  Score: Raw -3076062.674043 + Penalty 4945.108738 = -3071117.565306
  nChanged 89
		SP:Iteration 68Q (28367.370000 sec): 3 clusters
  Score: Raw -3076086.622511 + Penalty 4945.108738 = -3071141.513773
  nChanged 83
		SP:Iteration 69Q (28367.670000 sec): 3 clusters
  Score: Raw -3076108.554834 + Penalty 4945.108738 = -3071163.446096
  nChanged 88
		SP:Iteration 70Q (28367.920000 sec): 3 clusters
  Score: Raw -3076133.280760 + Penalty 4945.108738 = -3071188.172022
  nChanged 81
		SP:Iteration 71Q (28368.200000 sec): 3 clusters
  Score: Raw -3076156.630280 + Penalty 4945.108738 = -3071211.521543
  nChanged 83
		SP:Iteration 72Q (28368.430000 sec): 3 clusters
  Score: Raw -3076179.377141 + Penalty 4945.108738 = -3071234.268404
  nChanged 85
		SP:Iteration 73Q (28368.690000 sec): 3 clusters
  Score: Raw -3076202.881272 + Penalty 4945.108738 = -3071257.772534
  nChanged 82
		SP:Iteration 74Q (28368.970000 sec): 3 clusters
  Score: Raw -3076224.708878 + Penalty 4945.108738 = -3071279.600140
  nChanged 81
		SP:Iteration 75Q (28369.190000 sec): 3 clusters
  Score: Raw -3076242.676108 + Penalty 4945.108738 = -3071297.567370
  nChanged 64
		SP:Iteration 76Q (28369.480000 sec): 3 clusters
  Score: Raw -3076258.078757 + Penalty 4945.108738 = -3071312.970019
  nChanged 68
		SP:Iteration 77Q (28369.740000 sec): 3 clusters
  Score: Raw -3076279.524841 + Penalty 4945.108738 = -3071334.416103
  nChanged 76
		SP:Iteration 78Q (28370.060000 sec): 3 clusters
  Score: Raw -3076302.324220 + Penalty 4945.108738 = -3071357.215482
  nChanged 71
		SP:Iteration 79Q (28370.400000 sec): 3 clusters
  Score: Raw -3076321.405440 + Penalty 4945.108738 = -3071376.296702
  nChanged 62
		SP:Iteration 80F (28370.730000 sec): 3 clusters
  Score: Raw -3076340.920258 + Penalty 4945.108738 = -3071395.811520
  nChanged 66
		SP:Iteration 81Q (28371.030000 sec): 3 clusters
  Score: Raw -3076357.853346 + Penalty 4945.108738 = -3071412.744608
  nChanged 47
		SP:Iteration 82Q (28371.370000 sec): 3 clusters
  Score: Raw -3076368.198696 + Penalty 4945.108738 = -3071423.089958
  nChanged 35
		SP:Iteration 83Q (28371.720000 sec): 3 clusters
  Score: Raw -3076375.792716 + Penalty 4945.108738 = -3071430.683978
  nChanged 42
		SP:Iteration 84Q (28372.020000 sec): 3 clusters
  Score: Raw -3076385.800434 + Penalty 4945.108738 = -3071440.691696
  nChanged 40
		SP:Iteration 85Q (28372.400000 sec): 3 clusters
  Score: Raw -3076395.013683 + Penalty 4945.108738 = -3071449.904945
  nChanged 38
		SP:Iteration 86Q (28372.690000 sec): 3 clusters
  Score: Raw -3076402.443636 + Penalty 4945.108738 = -3071457.334898
  nChanged 31
		SP:Iteration 87Q (28372.930000 sec): 3 clusters
  Score: Raw -3076408.376600 + Penalty 4945.108738 = -3071463.267863
  nChanged 23
		SP:Iteration 88Q (28373.220000 sec): 3 clusters
  Score: Raw -3076412.853086 + Penalty 4945.108738 = -3071467.744348
  nChanged 21
		SP:Iteration 89Q (28373.550000 sec): 3 clusters
  Score: Raw -3076418.624374 + Penalty 4945.108738 = -3071473.515637
  nChanged 35
		SP:Iteration 90Q (28373.860000 sec): 3 clusters
  Score: Raw -3076427.767698 + Penalty 4945.108738 = -3071482.658960
  nChanged 31
		SP:Iteration 91Q (28374.150000 sec): 3 clusters
  Score: Raw -3076436.037149 + Penalty 4945.108738 = -3071490.928412
  nChanged 25
		SP:Iteration 92Q (28374.490000 sec): 3 clusters
  Score: Raw -3076443.001346 + Penalty 4945.108738 = -3071497.892609
  nChanged 24
		SP:Iteration 93Q (28374.840000 sec): 3 clusters
  Score: Raw -3076448.873211 + Penalty 4945.108738 = -3071503.764474
  nChanged 25
		SP:Iteration 94Q (28375.190000 sec): 3 clusters
  Score: Raw -3076455.736259 + Penalty 4945.108738 = -3071510.627522
  nChanged 24
		SP:Iteration 95Q (28375.470000 sec): 3 clusters
  Score: Raw -3076460.406067 + Penalty 4945.108738 = -3071515.297329
  nChanged 17
		SP:Iteration 96Q (28375.730000 sec): 3 clusters
  Score: Raw -3076464.172423 + Penalty 4945.108738 = -3071519.063685
  nChanged 21
		SP:Iteration 97Q (28376.040000 sec): 3 clusters
  Score: Raw -3076468.540189 + Penalty 4945.108738 = -3071523.431451
  nChanged 20
		SP:Iteration 98Q (28376.360000 sec): 3 clusters
  Score: Raw -3076472.977273 + Penalty 4945.108738 = -3071527.868536
  nChanged 17
		SP:Iteration 99Q (28376.710000 sec): 3 clusters
  Score: Raw -3076478.405456 + Penalty 4945.108738 = -3071533.296718
  nChanged 25
		SP:Iteration 100F (28376.990000 sec): 3 clusters
  Score: Raw -3076484.839321 + Penalty 4945.108738 = -3071539.730583
  nChanged 25
		SP:Iteration 101Q (28377.270000 sec): 3 clusters
  Score: Raw -3076490.785000 + Penalty 4945.108738 = -3071545.676262
  nChanged 23
		SP:Iteration 102Q (28377.540000 sec): 3 clusters
  Score: Raw -3076496.033736 + Penalty 4945.108738 = -3071550.924999
  nChanged 20
		SP:Iteration 103Q (28377.830000 sec): 3 clusters
  Score: Raw -3076501.967581 + Penalty 4945.108738 = -3071556.858843
  nChanged 23
		SP:Iteration 104Q (28378.160000 sec): 3 clusters
  Score: Raw -3076507.139731 + Penalty 4945.108738 = -3071562.030993
  nChanged 27
		SP:Iteration 105Q (28378.450000 sec): 3 clusters
  Score: Raw -3076514.543905 + Penalty 4945.108738 = -3071569.435167
  nChanged 23
		SP:Iteration 106Q (28378.760000 sec): 3 clusters
  Score: Raw -3076521.447388 + Penalty 4945.108738 = -3071576.338650
  nChanged 31
		SP:Iteration 107Q (28379.040000 sec): 3 clusters
  Score: Raw -3076533.119655 + Penalty 4945.108738 = -3071588.010917
  nChanged 29
		SP:Iteration 108Q (28379.370000 sec): 3 clusters
  Score: Raw -3076541.839946 + Penalty 4945.108738 = -3071596.731209
  nChanged 28
		SP:Iteration 109Q (28379.670000 sec): 3 clusters
  Score: Raw -3076551.476705 + Penalty 4945.108738 = -3071606.367968
  nChanged 26
		SP:Iteration 110Q (28379.920000 sec): 3 clusters
  Score: Raw -3076561.517412 + Penalty 4945.108738 = -3071616.408675
  nChanged 35
		SP:Iteration 111Q (28380.230000 sec): 3 clusters
  Score: Raw -3076575.453430 + Penalty 4945.108738 = -3071630.344692
  nChanged 36
		SP:Iteration 112Q (28380.500000 sec): 3 clusters
  Score: Raw -3076589.347586 + Penalty 4945.108738 = -3071644.238849
  nChanged 27
		SP:Iteration 113Q (28380.790000 sec): 3 clusters
  Score: Raw -3076598.004592 + Penalty 4945.108738 = -3071652.895854
  nChanged 22
		SP:Iteration 114Q (28381.080000 sec): 3 clusters
  Score: Raw -3076605.302026 + Penalty 4945.108738 = -3071660.193289
  nChanged 18
		SP:Iteration 115Q (28381.410000 sec): 3 clusters
  Score: Raw -3076609.524668 + Penalty 4945.108738 = -3071664.415930
  nChanged 15
		SP:Iteration 116Q (28381.700000 sec): 3 clusters
  Score: Raw -3076612.188830 + Penalty 4945.108738 = -3071667.080092
  nChanged 5
		SP:Iteration 117Q (28382.010000 sec): 3 clusters
  Score: Raw -3076613.048438 + Penalty 4945.108738 = -3071667.939701
  nChanged 3
		SP:Iteration 118Q (28382.380000 sec): 3 clusters
  Score: Raw -3076613.734428 + Penalty 4945.108738 = -3071668.625690
  nChanged 1
		SP:Iteration 119Q (28382.690000 sec): 3 clusters
  Score: Raw -3076613.994105 + Penalty 4945.108738 = -3071668.885367
  nChanged 2
		SP:Iteration 120F (28383.060000 sec): 3 clusters
  Score: Raw -3076614.271960 + Penalty 4945.108738 = -3071669.163222
  nChanged 1
		SP:Iteration 121Q (28383.370000 sec): 3 clusters
  Score: Raw -3076614.471476 + Penalty 4945.108738 = -3071669.362738
  nChanged 2
		SP:Iteration 122Q (28383.740000 sec): 3 clusters
  Score: Raw -3076614.715648 + Penalty 4945.108738 = -3071669.606910
  nChanged 0
		SP:Iteration 123F (28384.020000 sec): 3 clusters
  Score: Raw -3076614.715648 + Penalty 4945.108738 = -3071669.606910
  nChanged 0

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

 Trying to split cluster 26 (23241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28384.290000 sec): 2 clusters
  Score: Raw -3632738.513479 + Penalty 2493.310963 = -3630245.202515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28384.670000 sec): 3 clusters
  Score: Raw -3619266.110746 + Penalty 4986.621927 = -3614279.488819
  nChanged 10126
		SP:Iteration 1F (28384.950000 sec): 3 clusters
  Score: Raw -3624576.253858 + Penalty 4986.621927 = -3619589.631932
  nChanged 1243
		SP:Iteration 2F (28385.360000 sec): 3 clusters
  Score: Raw -3625023.495546 + Penalty 4986.621927 = -3620036.873619
  nChanged 1071
		SP:Iteration 3Q (28385.710000 sec): 3 clusters
  Score: Raw -3625411.578846 + Penalty 4986.621927 = -3620424.956919
  nChanged 1048
		SP:Iteration 4Q (28386.090000 sec): 3 clusters
  Score: Raw -3625841.532034 + Penalty 4986.621927 = -3620854.910108
  nChanged 1110
		SP:Iteration 5Q (28386.500000 sec): 3 clusters
  Score: Raw -3626356.027013 + Penalty 4986.621927 = -3621369.405086
  nChanged 1202
		SP:Iteration 6F (28386.880000 sec): 3 clusters
  Score: Raw -3626979.824203 + Penalty 4986.621927 = -3621993.202276
  nChanged 1296
		SP:Iteration 7F (28387.190000 sec): 3 clusters
  Score: Raw -3627769.071087 + Penalty 4986.621927 = -3622782.449160
  nChanged 1549
		SP:Iteration 8F (28387.550000 sec): 3 clusters
  Score: Raw -3628931.995535 + Penalty 4986.621927 = -3623945.373608
  nChanged 1678
		SP:Iteration 9F (28387.860000 sec): 3 clusters
  Score: Raw -3630381.848627 + Penalty 4986.621927 = -3625395.226700
  nChanged 1578
		SP:Iteration 10F (28388.160000 sec): 3 clusters
  Score: Raw -3631787.727540 + Penalty 4986.621927 = -3626801.105613
  nChanged 1304
		SP:Iteration 11F (28388.480000 sec): 3 clusters
  Score: Raw -3632822.727458 + Penalty 4986.621927 = -3627836.105532
  nChanged 872
		SP:Iteration 12Q (28388.750000 sec): 3 clusters
  Score: Raw -3633415.617921 + Penalty 4986.621927 = -3628428.995995
  nChanged 608
		SP:Iteration 13Q (28389.120000 sec): 3 clusters
  Score: Raw -3633762.460682 + Penalty 4986.621927 = -3628775.838755
  nChanged 368
		SP:Iteration 14Q (28389.540000 sec): 3 clusters
  Score: Raw -3633936.132526 + Penalty 4986.621927 = -3628949.510600
  nChanged 216
		SP:Iteration 15Q (28389.850000 sec): 3 clusters
  Score: Raw -3634023.743775 + Penalty 4986.621927 = -3629037.121848
  nChanged 138
		SP:Iteration 16Q (28390.170000 sec): 3 clusters
  Score: Raw -3634070.627961 + Penalty 4986.621927 = -3629084.006034
  nChanged 100
		SP:Iteration 17Q (28390.460000 sec): 3 clusters
  Score: Raw -3634102.990651 + Penalty 4986.621927 = -3629116.368724
  nChanged 86
		SP:Iteration 18Q (28390.790000 sec): 3 clusters
  Score: Raw -3634132.314460 + Penalty 4986.621927 = -3629145.692534
  nChanged 60
		SP:Iteration 19Q (28391.130000 sec): 3 clusters
  Score: Raw -3634148.739195 + Penalty 4986.621927 = -3629162.117269
  nChanged 31
		SP:Iteration 20F (28391.390000 sec): 3 clusters
  Score: Raw -3634157.062157 + Penalty 4986.621927 = -3629170.440230
  nChanged 27
		SP:Iteration 21Q (28391.700000 sec): 3 clusters
  Score: Raw -3634163.527686 + Penalty 4986.621927 = -3629176.905760
  nChanged 19
		SP:Iteration 22Q (28391.950000 sec): 3 clusters
  Score: Raw -3634168.357995 + Penalty 4986.621927 = -3629181.736069
  nChanged 20
		SP:Iteration 23Q (28392.230000 sec): 3 clusters
  Score: Raw -3634174.261519 + Penalty 4986.621927 = -3629187.639592
  nChanged 20
		SP:Iteration 24Q (28392.640000 sec): 3 clusters
  Score: Raw -3634179.404043 + Penalty 4986.621927 = -3629192.782116
  nChanged 11
		SP:Iteration 25Q (28392.960000 sec): 3 clusters
  Score: Raw -3634182.875647 + Penalty 4986.621927 = -3629196.253721
  nChanged 14
		SP:Iteration 26Q (28393.330000 sec): 3 clusters
  Score: Raw -3634185.481906 + Penalty 4986.621927 = -3629198.859979
  nChanged 7
		SP:Iteration 27Q (28393.720000 sec): 3 clusters
  Score: Raw -3634187.232209 + Penalty 4986.621927 = -3629200.610282
  nChanged 2
		SP:Iteration 28Q (28394.070000 sec): 3 clusters
  Score: Raw -3634187.562641 + Penalty 4986.621927 = -3629200.940714
  nChanged 4
		SP:Iteration 29Q (28394.450000 sec): 3 clusters
  Score: Raw -3634188.065939 + Penalty 4986.621927 = -3629201.444012
  nChanged 2
		SP:Iteration 30Q (28394.830000 sec): 3 clusters
  Score: Raw -3634188.289449 + Penalty 4986.621927 = -3629201.667522
  nChanged 1
		SP:Iteration 31Q (28395.150000 sec): 3 clusters
  Score: Raw -3634188.550177 + Penalty 4986.621927 = -3629201.928251
  nChanged 1
		SP:Iteration 32Q (28395.520000 sec): 3 clusters
  Score: Raw -3634188.768350 + Penalty 4986.621927 = -3629202.146423
  nChanged 0
		SP:Iteration 33F (28395.900000 sec): 3 clusters
  Score: Raw -3634188.768350 + Penalty 4986.621927 = -3629202.146423
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (4245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28396.050000 sec): 2 clusters
  Score: Raw -664487.905251 + Penalty 2071.667280 = -662416.237970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28396.210000 sec): 3 clusters
  Score: Raw -662569.589013 + Penalty 4143.334561 = -658426.254452
  nChanged 1563
		SP:Iteration 1F (28396.400000 sec): 3 clusters
  Score: Raw -663584.481148 + Penalty 4143.334561 = -659441.146587
  nChanged 387
		SP:Iteration 2F (28396.560000 sec): 3 clusters
  Score: Raw -663903.941877 + Penalty 4143.334561 = -659760.607316
  nChanged 290
		SP:Iteration 3F (28396.730000 sec): 3 clusters
  Score: Raw -664174.048898 + Penalty 4143.334561 = -660030.714337
  nChanged 274
		SP:Iteration 4F (28396.960000 sec): 3 clusters
  Score: Raw -664471.526862 + Penalty 4143.334561 = -660328.192301
  nChanged 257
		SP:Iteration 5F (28397.150000 sec): 3 clusters
  Score: Raw -664766.793009 + Penalty 4143.334561 = -660623.458448
  nChanged 239
		SP:Iteration 6F (28397.360000 sec): 3 clusters
  Score: Raw -665073.972399 + Penalty 4143.334561 = -660930.637838
  nChanged 215
		SP:Iteration 7F (28397.520000 sec): 3 clusters
  Score: Raw -665311.006847 + Penalty 4143.334561 = -661167.672286
  nChanged 163
		SP:Iteration 8Q (28397.690000 sec): 3 clusters
  Score: Raw -665496.039850 + Penalty 4143.334561 = -661352.705289
  nChanged 123
		SP:Iteration 9Q (28397.890000 sec): 3 clusters
  Score: Raw -665651.081052 + Penalty 4143.334561 = -661507.746491
  nChanged 103
		SP:Iteration 10Q (28398.110000 sec): 3 clusters
  Score: Raw -665753.441785 + Penalty 4143.334561 = -661610.107224
  nChanged 90
		SP:Iteration 11Q (28398.240000 sec): 3 clusters
  Score: Raw -665831.870968 + Penalty 4143.334561 = -661688.536407
  nChanged 73
		SP:Iteration 12Q (28398.430000 sec): 3 clusters
  Score: Raw -665890.999713 + Penalty 4143.334561 = -661747.665152
  nChanged 56
		SP:Iteration 13Q (28398.670000 sec): 3 clusters
  Score: Raw -665927.503879 + Penalty 4143.334561 = -661784.169318
  nChanged 49
		SP:Iteration 14Q (28398.840000 sec): 3 clusters
  Score: Raw -665958.877515 + Penalty 4143.334561 = -661815.542954
  nChanged 35
		SP:Iteration 15Q (28399.020000 sec): 3 clusters
  Score: Raw -665978.690917 + Penalty 4143.334561 = -661835.356356
  nChanged 28
		SP:Iteration 16Q (28399.200000 sec): 3 clusters
  Score: Raw -665988.124682 + Penalty 4143.334561 = -661844.790121
  nChanged 22
		SP:Iteration 17Q (28399.410000 sec): 3 clusters
  Score: Raw -665996.371388 + Penalty 4143.334561 = -661853.036827
  nChanged 17
		SP:Iteration 18Q (28399.630000 sec): 3 clusters
  Score: Raw -666002.248968 + Penalty 4143.334561 = -661858.914407
  nChanged 10
		SP:Iteration 19Q (28399.840000 sec): 3 clusters
  Score: Raw -666005.153328 + Penalty 4143.334561 = -661861.818767
  nChanged 8
		SP:Iteration 20F (28400.070000 sec): 3 clusters
  Score: Raw -666007.998241 + Penalty 4143.334561 = -661864.663681
  nChanged 5
		SP:Iteration 21Q (28400.230000 sec): 3 clusters
  Score: Raw -666009.510865 + Penalty 4143.334561 = -661866.176304
  nChanged 7
		SP:Iteration 22Q (28400.460000 sec): 3 clusters
  Score: Raw -666011.836359 + Penalty 4143.334561 = -661868.501798
  nChanged 8
		SP:Iteration 23Q (28400.600000 sec): 3 clusters
  Score: Raw -666014.176205 + Penalty 4143.334561 = -661870.841644
  nChanged 4
		SP:Iteration 24Q (28400.800000 sec): 3 clusters
  Score: Raw -666015.253584 + Penalty 4143.334561 = -661871.919023
  nChanged 1
		SP:Iteration 25Q (28400.970000 sec): 3 clusters
  Score: Raw -666015.432274 + Penalty 4143.334561 = -661872.097713
  nChanged 0
		SP:Iteration 26F (28401.150000 sec): 3 clusters
  Score: Raw -666015.432274 + Penalty 4143.334561 = -661872.097713
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (219335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28402.590000 sec): 2 clusters
  Score: Raw -33651983.286459 + Penalty 3049.992169 = -33648933.294290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28404.380000 sec): 3 clusters
  Score: Raw -33507666.209490 + Penalty 6099.984338 = -33501566.225152
  nChanged 105717
		SP:Iteration 1F (28406.080000 sec): 3 clusters
  Score: Raw -33571222.485020 + Penalty 6099.984338 = -33565122.500682
  nChanged 8236
		SP:Iteration 2Q (28407.780000 sec): 3 clusters
  Score: Raw -33574074.758457 + Penalty 6099.984338 = -33567974.774119
  nChanged 9524
		SP:Iteration 3Q (28409.690000 sec): 3 clusters
  Score: Raw -33578000.503933 + Penalty 6099.984338 = -33571900.519595
  nChanged 11135
		SP:Iteration 4F (28411.430000 sec): 3 clusters
  Score: Raw -33583394.074010 + Penalty 6099.984338 = -33577294.089672
  nChanged 12533
		SP:Iteration 5F (28413.140000 sec): 3 clusters
  Score: Raw -33590096.413866 + Penalty 6099.984338 = -33583996.429528
  nChanged 13252
		SP:Iteration 6F (28414.830000 sec): 3 clusters
  Score: Raw -33597644.270659 + Penalty 6099.984338 = -33591544.286321
  nChanged 13164
		SP:Iteration 7F (28416.620000 sec): 3 clusters
  Score: Raw -33605466.608307 + Penalty 6099.984338 = -33599366.623969
  nChanged 12386
		SP:Iteration 8F (28418.200000 sec): 3 clusters
  Score: Raw -33613312.147838 + Penalty 6099.984338 = -33607212.163500
  nChanged 11132
		SP:Iteration 9F (28419.850000 sec): 3 clusters
  Score: Raw -33620432.771111 + Penalty 6099.984338 = -33614332.786772
  nChanged 9617
		SP:Iteration 10Q (28421.700000 sec): 3 clusters
  Score: Raw -33626110.988511 + Penalty 6099.984338 = -33620011.004173
  nChanged 8031
		SP:Iteration 11Q (28423.430000 sec): 3 clusters
  Score: Raw -33630378.716345 + Penalty 6099.984338 = -33624278.732007
  nChanged 6571
		SP:Iteration 12Q (28425.260000 sec): 3 clusters
  Score: Raw -33633704.720811 + Penalty 6099.984338 = -33627604.736473
  nChanged 5758
		SP:Iteration 13Q (28426.980000 sec): 3 clusters
  Score: Raw -33636597.744167 + Penalty 6099.984338 = -33630497.759829
  nChanged 5252
		SP:Iteration 14Q (28428.750000 sec): 3 clusters
  Score: Raw -33639397.356644 + Penalty 6099.984338 = -33633297.372306
  nChanged 4938
		SP:Iteration 15Q (28430.320000 sec): 3 clusters
  Score: Raw -33642213.629135 + Penalty 6099.984338 = -33636113.644796
  nChanged 4604
		SP:Iteration 16Q (28432.330000 sec): 3 clusters
  Score: Raw -33644991.613363 + Penalty 6099.984338 = -33638891.629025
  nChanged 4048
		SP:Iteration 17Q (28434.340000 sec): 3 clusters
  Score: Raw -33647407.374630 + Penalty 6099.984338 = -33641307.390292
  nChanged 3542
		SP:Iteration 18Q (28436.330000 sec): 3 clusters
  Score: Raw -33649451.075580 + Penalty 6099.984338 = -33643351.091242
  nChanged 3123
		SP:Iteration 19Q (28438.310000 sec): 3 clusters
  Score: Raw -33651200.101350 + Penalty 6099.984338 = -33645100.117012
  nChanged 2708
		SP:Iteration 20F (28440.310000 sec): 3 clusters
  Score: Raw -33652641.042022 + Penalty 6099.984338 = -33646541.057684
  nChanged 2284
		SP:Iteration 21Q (28442.260000 sec): 3 clusters
  Score: Raw -33653752.602490 + Penalty 6099.984338 = -33647652.618152
  nChanged 1935
		SP:Iteration 22Q (28444.280000 sec): 3 clusters
  Score: Raw -33654625.650478 + Penalty 6099.984338 = -33648525.666140
  nChanged 1664
		SP:Iteration 23Q (28445.910000 sec): 3 clusters
  Score: Raw -33655379.037338 + Penalty 6099.984338 = -33649279.053000
  nChanged 1469
		SP:Iteration 24Q (28447.540000 sec): 3 clusters
  Score: Raw -33656007.926558 + Penalty 6099.984338 = -33649907.942220
  nChanged 1177
		SP:Iteration 25Q (28449.070000 sec): 3 clusters
  Score: Raw -33656484.121682 + Penalty 6099.984338 = -33650384.137344
  nChanged 977
		SP:Iteration 26Q (28450.710000 sec): 3 clusters
  Score: Raw -33656859.688688 + Penalty 6099.984338 = -33650759.704349
  nChanged 791
		SP:Iteration 27Q (28452.400000 sec): 3 clusters
  Score: Raw -33657139.480778 + Penalty 6099.984338 = -33651039.496440
  nChanged 647
		SP:Iteration 28Q (28454.140000 sec): 3 clusters
  Score: Raw -33657331.284843 + Penalty 6099.984338 = -33651231.300505
  nChanged 518
		SP:Iteration 29Q (28455.820000 sec): 3 clusters
  Score: Raw -33657447.810171 + Penalty 6099.984338 = -33651347.825833
  nChanged 393
		SP:Iteration 30Q (28457.470000 sec): 3 clusters
  Score: Raw -33657528.630131 + Penalty 6099.984338 = -33651428.645793
  nChanged 322
		SP:Iteration 31Q (28459.210000 sec): 3 clusters
  Score: Raw -33657587.250035 + Penalty 6099.984338 = -33651487.265697
  nChanged 251
		SP:Iteration 32Q (28461.000000 sec): 3 clusters
  Score: Raw -33657628.740963 + Penalty 6099.984338 = -33651528.756625
  nChanged 216
		SP:Iteration 33Q (28462.690000 sec): 3 clusters
  Score: Raw -33657659.708254 + Penalty 6099.984338 = -33651559.723916
  nChanged 195
		SP:Iteration 34Q (28464.310000 sec): 3 clusters
  Score: Raw -33657688.220428 + Penalty 6099.984338 = -33651588.236090
  nChanged 155
		SP:Iteration 35Q (28465.940000 sec): 3 clusters
  Score: Raw -33657710.624741 + Penalty 6099.984338 = -33651610.640402
  nChanged 142
		SP:Iteration 36Q (28467.530000 sec): 3 clusters
  Score: Raw -33657732.328316 + Penalty 6099.984338 = -33651632.343978
  nChanged 162
		SP:Iteration 37Q (28469.160000 sec): 3 clusters
  Score: Raw -33657753.085967 + Penalty 6099.984338 = -33651653.101628
  nChanged 120
		SP:Iteration 38Q (28470.830000 sec): 3 clusters
  Score: Raw -33657768.816620 + Penalty 6099.984338 = -33651668.832282
  nChanged 104
		SP:Iteration 39Q (28472.560000 sec): 3 clusters
  Score: Raw -33657779.878783 + Penalty 6099.984338 = -33651679.894445
  nChanged 76
		SP:Iteration 40F (28474.230000 sec): 3 clusters
  Score: Raw -33657786.602636 + Penalty 6099.984338 = -33651686.618298
  nChanged 60
		SP:Iteration 41Q (28475.930000 sec): 3 clusters
  Score: Raw -33657792.037399 + Penalty 6099.984338 = -33651692.053061
  nChanged 54
		SP:Iteration 42Q (28477.650000 sec): 3 clusters
  Score: Raw -33657796.354601 + Penalty 6099.984338 = -33651696.370263
  nChanged 42
		SP:Iteration 43Q (28479.330000 sec): 3 clusters
  Score: Raw -33657799.879804 + Penalty 6099.984338 = -33651699.895466
  nChanged 36
		SP:Iteration 44Q (28480.770000 sec): 3 clusters
  Score: Raw -33657802.588630 + Penalty 6099.984338 = -33651702.604292
  nChanged 33
		SP:Iteration 45Q (28482.380000 sec): 3 clusters
  Score: Raw -33657805.234162 + Penalty 6099.984338 = -33651705.249824
  nChanged 27
		SP:Iteration 46Q (28483.870000 sec): 3 clusters
  Score: Raw -33657807.165245 + Penalty 6099.984338 = -33651707.180907
  nChanged 22
		SP:Iteration 47Q (28485.450000 sec): 3 clusters
  Score: Raw -33657808.629912 + Penalty 6099.984338 = -33651708.645574
  nChanged 16
		SP:Iteration 48Q (28487.130000 sec): 3 clusters
  Score: Raw -33657809.535679 + Penalty 6099.984338 = -33651709.551340
  nChanged 15
		SP:Iteration 49Q (28488.610000 sec): 3 clusters
  Score: Raw -33657810.459405 + Penalty 6099.984338 = -33651710.475066
  nChanged 7
		SP:Iteration 50Q (28490.260000 sec): 3 clusters
  Score: Raw -33657811.233289 + Penalty 6099.984338 = -33651711.248950
  nChanged 10
		SP:Iteration 51Q (28492.000000 sec): 3 clusters
  Score: Raw -33657811.788061 + Penalty 6099.984338 = -33651711.803723
  nChanged 6
		SP:Iteration 52Q (28493.600000 sec): 3 clusters
  Score: Raw -33657812.063730 + Penalty 6099.984338 = -33651712.079392
  nChanged 3
		SP:Iteration 53Q (28495.280000 sec): 3 clusters
  Score: Raw -33657812.283164 + Penalty 6099.984338 = -33651712.298826
  nChanged 2
		SP:Iteration 54Q (28496.790000 sec): 3 clusters
  Score: Raw -33657812.374023 + Penalty 6099.984338 = -33651712.389685
  nChanged 0
		SP:Iteration 55F (28498.470000 sec): 3 clusters
  Score: Raw -33657812.374023 + Penalty 6099.984338 = -33651712.389685
  nChanged 0

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

 Trying to split cluster 29 (25787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28498.880000 sec): 2 clusters
  Score: Raw -4149013.704774 + Penalty 2519.091190 = -4146494.613584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28499.230000 sec): 3 clusters
  Score: Raw -4133811.865301 + Penalty 5038.182381 = -4128773.682920
  nChanged 11443
		SP:Iteration 1F (28499.590000 sec): 3 clusters
  Score: Raw -4139959.756124 + Penalty 5038.182381 = -4134921.573743
  nChanged 1435
		SP:Iteration 2F (28499.850000 sec): 3 clusters
  Score: Raw -4140543.046896 + Penalty 5038.182381 = -4135504.864515
  nChanged 1437
		SP:Iteration 3F (28500.200000 sec): 3 clusters
  Score: Raw -4141233.716324 + Penalty 5038.182381 = -4136195.533943
  nChanged 1489
		SP:Iteration 4F (28500.550000 sec): 3 clusters
  Score: Raw -4142102.889665 + Penalty 5038.182381 = -4137064.707284
  nChanged 1717
		SP:Iteration 5F (28500.920000 sec): 3 clusters
  Score: Raw -4143347.640442 + Penalty 5038.182381 = -4138309.458061
  nChanged 1840
		SP:Iteration 6F (28501.250000 sec): 3 clusters
  Score: Raw -4144712.845116 + Penalty 5038.182381 = -4139674.662735
  nChanged 1756
		SP:Iteration 7F (28501.610000 sec): 3 clusters
  Score: Raw -4145859.067504 + Penalty 5038.182381 = -4140820.885123
  nChanged 1371
		SP:Iteration 8F (28501.970000 sec): 3 clusters
  Score: Raw -4146667.872700 + Penalty 5038.182381 = -4141629.690319
  nChanged 1044
		SP:Iteration 9Q (28502.380000 sec): 3 clusters
  Score: Raw -4147310.450072 + Penalty 5038.182381 = -4142272.267691
  nChanged 857
		SP:Iteration 10Q (28502.720000 sec): 3 clusters
  Score: Raw -4147903.597419 + Penalty 5038.182381 = -4142865.415038
  nChanged 710
		SP:Iteration 11Q (28503.100000 sec): 3 clusters
  Score: Raw -4148467.006357 + Penalty 5038.182381 = -4143428.823976
  nChanged 626
		SP:Iteration 12Q (28503.480000 sec): 3 clusters
  Score: Raw -4148983.315873 + Penalty 5038.182381 = -4143945.133492
  nChanged 521
		SP:Iteration 13Q (28503.820000 sec): 3 clusters
  Score: Raw -4149441.485577 + Penalty 5038.182381 = -4144403.303196
  nChanged 386
		SP:Iteration 14Q (28504.140000 sec): 3 clusters
  Score: Raw -4149781.382418 + Penalty 5038.182381 = -4144743.200037
  nChanged 326
		SP:Iteration 15Q (28504.500000 sec): 3 clusters
  Score: Raw -4150075.352117 + Penalty 5038.182381 = -4145037.169736
  nChanged 246
		SP:Iteration 16Q (28504.920000 sec): 3 clusters
  Score: Raw -4150315.619172 + Penalty 5038.182381 = -4145277.436791
  nChanged 180
		SP:Iteration 17Q (28505.280000 sec): 3 clusters
  Score: Raw -4150472.483078 + Penalty 5038.182381 = -4145434.300697
  nChanged 138
		SP:Iteration 18Q (28505.610000 sec): 3 clusters
  Score: Raw -4150568.917409 + Penalty 5038.182381 = -4145530.735028
  nChanged 104
		SP:Iteration 19Q (28505.980000 sec): 3 clusters
  Score: Raw -4150623.967005 + Penalty 5038.182381 = -4145585.784624
  nChanged 83
		SP:Iteration 20F (28506.310000 sec): 3 clusters
  Score: Raw -4150656.946595 + Penalty 5038.182381 = -4145618.764214
  nChanged 55
		SP:Iteration 21Q (28506.640000 sec): 3 clusters
  Score: Raw -4150676.596920 + Penalty 5038.182381 = -4145638.414539
  nChanged 42
		SP:Iteration 22Q (28506.960000 sec): 3 clusters
  Score: Raw -4150690.619996 + Penalty 5038.182381 = -4145652.437615
  nChanged 32
		SP:Iteration 23Q (28507.280000 sec): 3 clusters
  Score: Raw -4150699.686049 + Penalty 5038.182381 = -4145661.503668
  nChanged 23
		SP:Iteration 24Q (28507.660000 sec): 3 clusters
  Score: Raw -4150705.999502 + Penalty 5038.182381 = -4145667.817121
  nChanged 14
		SP:Iteration 25Q (28508.000000 sec): 3 clusters
  Score: Raw -4150709.772109 + Penalty 5038.182381 = -4145671.589728
  nChanged 11
		SP:Iteration 26Q (28508.310000 sec): 3 clusters
  Score: Raw -4150712.727722 + Penalty 5038.182381 = -4145674.545341
  nChanged 12
		SP:Iteration 27Q (28508.680000 sec): 3 clusters
  Score: Raw -4150715.512926 + Penalty 5038.182381 = -4145677.330545
  nChanged 14
		SP:Iteration 28Q (28508.980000 sec): 3 clusters
  Score: Raw -4150719.176741 + Penalty 5038.182381 = -4145680.994360
  nChanged 11
		SP:Iteration 29Q (28509.310000 sec): 3 clusters
  Score: Raw -4150722.715621 + Penalty 5038.182381 = -4145684.533240
  nChanged 16
		SP:Iteration 30Q (28509.700000 sec): 3 clusters
  Score: Raw -4150726.969966 + Penalty 5038.182381 = -4145688.787585
  nChanged 23
		SP:Iteration 31Q (28510.000000 sec): 3 clusters
  Score: Raw -4150733.780953 + Penalty 5038.182381 = -4145695.598572
  nChanged 26
		SP:Iteration 32Q (28510.340000 sec): 3 clusters
  Score: Raw -4150740.753603 + Penalty 5038.182381 = -4145702.571222
  nChanged 12
		SP:Iteration 33Q (28510.670000 sec): 3 clusters
  Score: Raw -4150743.678176 + Penalty 5038.182381 = -4145705.495795
  nChanged 7
		SP:Iteration 34Q (28511.010000 sec): 3 clusters
  Score: Raw -4150745.681423 + Penalty 5038.182381 = -4145707.499043
  nChanged 9
		SP:Iteration 35Q (28511.370000 sec): 3 clusters
  Score: Raw -4150748.150903 + Penalty 5038.182381 = -4145709.968522
  nChanged 7
		SP:Iteration 36Q (28511.740000 sec): 3 clusters
  Score: Raw -4150750.416398 + Penalty 5038.182381 = -4145712.234017
  nChanged 13
		SP:Iteration 37Q (28512.200000 sec): 3 clusters
  Score: Raw -4150754.252265 + Penalty 5038.182381 = -4145716.069884
  nChanged 12
		SP:Iteration 38Q (28512.540000 sec): 3 clusters
  Score: Raw -4150757.175280 + Penalty 5038.182381 = -4145718.992899
  nChanged 9
		SP:Iteration 39Q (28512.880000 sec): 3 clusters
  Score: Raw -4150760.391727 + Penalty 5038.182381 = -4145722.209346
  nChanged 9
		SP:Iteration 40F (28513.290000 sec): 3 clusters
  Score: Raw -4150762.480830 + Penalty 5038.182381 = -4145724.298449
  nChanged 8
		SP:Iteration 41Q (28513.580000 sec): 3 clusters
  Score: Raw -4150764.577688 + Penalty 5038.182381 = -4145726.395307
  nChanged 4
		SP:Iteration 42Q (28513.950000 sec): 3 clusters
  Score: Raw -4150765.772415 + Penalty 5038.182381 = -4145727.590034
  nChanged 3
		SP:Iteration 43Q (28514.330000 sec): 3 clusters
  Score: Raw -4150766.281015 + Penalty 5038.182381 = -4145728.098634
  nChanged 2
		SP:Iteration 44Q (28514.740000 sec): 3 clusters
  Score: Raw -4150766.618764 + Penalty 5038.182381 = -4145728.436383
  nChanged 2
		SP:Iteration 45Q (28515.130000 sec): 3 clusters
  Score: Raw -4150766.962679 + Penalty 5038.182381 = -4145728.780299
  nChanged 2
		SP:Iteration 46Q (28515.420000 sec): 3 clusters
  Score: Raw -4150767.362153 + Penalty 5038.182381 = -4145729.179772
  nChanged 1
		SP:Iteration 47Q (28515.800000 sec): 3 clusters
  Score: Raw -4150767.572915 + Penalty 5038.182381 = -4145729.390534
  nChanged 1
		SP:Iteration 48Q (28516.160000 sec): 3 clusters
  Score: Raw -4150767.759162 + Penalty 5038.182381 = -4145729.576781
  nChanged 2
		SP:Iteration 49Q (28516.500000 sec): 3 clusters
  Score: Raw -4150768.311432 + Penalty 5038.182381 = -4145730.129051
  nChanged 1
		SP:Iteration 50Q (28516.850000 sec): 3 clusters
  Score: Raw -4150768.459316 + Penalty 5038.182381 = -4145730.276935
  nChanged 0
		SP:Iteration 51F (28517.210000 sec): 3 clusters
  Score: Raw -4150768.459316 + Penalty 5038.182381 = -4145730.276935
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (9341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28517.380000 sec): 2 clusters
  Score: Raw -1485891.548899 + Penalty 2267.257811 = -1483624.291088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28517.610000 sec): 3 clusters
  Score: Raw -1480909.404426 + Penalty 4534.515622 = -1476374.888804
  nChanged 3788
		SP:Iteration 1F (28517.810000 sec): 3 clusters
  Score: Raw -1482972.357086 + Penalty 4534.515622 = -1478437.841464
  nChanged 696
		SP:Iteration 2F (28518.030000 sec): 3 clusters
  Score: Raw -1483308.100720 + Penalty 4534.515622 = -1478773.585099
  nChanged 489
		SP:Iteration 3F (28518.250000 sec): 3 clusters
  Score: Raw -1483525.990827 + Penalty 4534.515622 = -1478991.475206
  nChanged 399
		SP:Iteration 4Q (28518.460000 sec): 3 clusters
  Score: Raw -1483694.856441 + Penalty 4534.515622 = -1479160.340819
  nChanged 353
		SP:Iteration 5Q (28518.690000 sec): 3 clusters
  Score: Raw -1483848.670955 + Penalty 4534.515622 = -1479314.155333
  nChanged 317
		SP:Iteration 6Q (28518.900000 sec): 3 clusters
  Score: Raw -1484008.058389 + Penalty 4534.515622 = -1479473.542767
  nChanged 348
		SP:Iteration 7Q (28519.150000 sec): 3 clusters
  Score: Raw -1484243.881880 + Penalty 4534.515622 = -1479709.366258
  nChanged 407
		SP:Iteration 8Q (28519.410000 sec): 3 clusters
  Score: Raw -1484564.595142 + Penalty 4534.515622 = -1480030.079520
  nChanged 447
		SP:Iteration 9Q (28519.630000 sec): 3 clusters
  Score: Raw -1484993.949982 + Penalty 4534.515622 = -1480459.434361
  nChanged 562
		SP:Iteration 10F (28519.830000 sec): 3 clusters
  Score: Raw -1485626.191853 + Penalty 4534.515622 = -1481091.676232
  nChanged 565
		SP:Iteration 11F (28520.020000 sec): 3 clusters
  Score: Raw -1486151.174219 + Penalty 4534.515622 = -1481616.658597
  nChanged 482
		SP:Iteration 12F (28520.250000 sec): 3 clusters
  Score: Raw -1486521.467542 + Penalty 4534.515622 = -1481986.951921
  nChanged 367
		SP:Iteration 13Q (28520.470000 sec): 3 clusters
  Score: Raw -1486740.610661 + Penalty 4534.515622 = -1482206.095040
  nChanged 271
		SP:Iteration 14Q (28520.690000 sec): 3 clusters
  Score: Raw -1486870.249064 + Penalty 4534.515622 = -1482335.733442
  nChanged 185
		SP:Iteration 15Q (28520.870000 sec): 3 clusters
  Score: Raw -1486939.631913 + Penalty 4534.515622 = -1482405.116292
  nChanged 135
		SP:Iteration 16Q (28521.090000 sec): 3 clusters
  Score: Raw -1486983.690652 + Penalty 4534.515622 = -1482449.175030
  nChanged 105
		SP:Iteration 17Q (28521.330000 sec): 3 clusters
  Score: Raw -1487018.642403 + Penalty 4534.515622 = -1482484.126781
  nChanged 86
		SP:Iteration 18Q (28521.630000 sec): 3 clusters
  Score: Raw -1487046.895809 + Penalty 4534.515622 = -1482512.380188
  nChanged 85
		SP:Iteration 19Q (28521.890000 sec): 3 clusters
  Score: Raw -1487071.767780 + Penalty 4534.515622 = -1482537.252159
  nChanged 66
		SP:Iteration 20F (28522.160000 sec): 3 clusters
  Score: Raw -1487088.659446 + Penalty 4534.515622 = -1482554.143824
  nChanged 56
		SP:Iteration 21Q (28522.370000 sec): 3 clusters
  Score: Raw -1487101.885191 + Penalty 4534.515622 = -1482567.369569
  nChanged 52
		SP:Iteration 22Q (28522.590000 sec): 3 clusters
  Score: Raw -1487114.124571 + Penalty 4534.515622 = -1482579.608949
  nChanged 36
		SP:Iteration 23Q (28522.790000 sec): 3 clusters
  Score: Raw -1487121.409369 + Penalty 4534.515622 = -1482586.893748
  nChanged 35
		SP:Iteration 24Q (28523.000000 sec): 3 clusters
  Score: Raw -1487129.545795 + Penalty 4534.515622 = -1482595.030173
  nChanged 37
		SP:Iteration 25Q (28523.200000 sec): 3 clusters
  Score: Raw -1487138.073289 + Penalty 4534.515622 = -1482603.557668
  nChanged 36
		SP:Iteration 26Q (28523.410000 sec): 3 clusters
  Score: Raw -1487146.060613 + Penalty 4534.515622 = -1482611.544992
  nChanged 26
		SP:Iteration 27Q (28523.650000 sec): 3 clusters
  Score: Raw -1487150.685786 + Penalty 4534.515622 = -1482616.170165
  nChanged 21
		SP:Iteration 28Q (28523.840000 sec): 3 clusters
  Score: Raw -1487154.192348 + Penalty 4534.515622 = -1482619.676726
  nChanged 21
		SP:Iteration 29Q (28524.080000 sec): 3 clusters
  Score: Raw -1487157.856032 + Penalty 4534.515622 = -1482623.340410
  nChanged 16
		SP:Iteration 30Q (28524.300000 sec): 3 clusters
  Score: Raw -1487160.626916 + Penalty 4534.515622 = -1482626.111294
  nChanged 13
		SP:Iteration 31Q (28524.560000 sec): 3 clusters
  Score: Raw -1487162.774074 + Penalty 4534.515622 = -1482628.258452
  nChanged 12
		SP:Iteration 32Q (28524.790000 sec): 3 clusters
  Score: Raw -1487165.304265 + Penalty 4534.515622 = -1482630.788644
  nChanged 10
		SP:Iteration 33Q (28525.090000 sec): 3 clusters
  Score: Raw -1487167.032060 + Penalty 4534.515622 = -1482632.516439
  nChanged 9
		SP:Iteration 34Q (28525.350000 sec): 3 clusters
  Score: Raw -1487168.437185 + Penalty 4534.515622 = -1482633.921563
  nChanged 5
		SP:Iteration 35Q (28525.620000 sec): 3 clusters
  Score: Raw -1487169.235356 + Penalty 4534.515622 = -1482634.719735
  nChanged 5
		SP:Iteration 36Q (28525.920000 sec): 3 clusters
  Score: Raw -1487170.390075 + Penalty 4534.515622 = -1482635.874454
  nChanged 5
		SP:Iteration 37Q (28526.180000 sec): 3 clusters
  Score: Raw -1487171.290971 + Penalty 4534.515622 = -1482636.775349
  nChanged 7
		SP:Iteration 38Q (28526.410000 sec): 3 clusters
  Score: Raw -1487172.595580 + Penalty 4534.515622 = -1482638.079958
  nChanged 9
		SP:Iteration 39Q (28526.690000 sec): 3 clusters
  Score: Raw -1487173.773462 + Penalty 4534.515622 = -1482639.257840
  nChanged 7
		SP:Iteration 40F (28526.890000 sec): 3 clusters
  Score: Raw -1487174.952863 + Penalty 4534.515622 = -1482640.437241
  nChanged 5
		SP:Iteration 41Q (28527.080000 sec): 3 clusters
  Score: Raw -1487175.770580 + Penalty 4534.515622 = -1482641.254958
  nChanged 2
		SP:Iteration 42Q (28527.280000 sec): 3 clusters
  Score: Raw -1487176.079004 + Penalty 4534.515622 = -1482641.563382
  nChanged 2
		SP:Iteration 43Q (28527.560000 sec): 3 clusters
  Score: Raw -1487176.527394 + Penalty 4534.515622 = -1482642.011772
  nChanged 4
		SP:Iteration 44Q (28527.690000 sec): 3 clusters
  Score: Raw -1487177.288796 + Penalty 4534.515622 = -1482642.773175
  nChanged 5
		SP:Iteration 45Q (28527.940000 sec): 3 clusters
  Score: Raw -1487177.953642 + Penalty 4534.515622 = -1482643.438021
  nChanged 0
		SP:Iteration 46F (28528.050000 sec): 3 clusters
  Score: Raw -1487177.953642 + Penalty 4534.515622 = -1482643.438021
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (22707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28528.270000 sec): 2 clusters
  Score: Raw -3469248.076138 + Penalty 2487.546274 = -3466760.529864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28528.530000 sec): 3 clusters
  Score: Raw -3455947.979121 + Penalty 4975.092549 = -3450972.886572
  nChanged 10029
		SP:Iteration 1F (28528.790000 sec): 3 clusters
  Score: Raw -3461416.187465 + Penalty 4975.092549 = -3456441.094916
  nChanged 1307
		SP:Iteration 2F (28529.070000 sec): 3 clusters
  Score: Raw -3462031.248805 + Penalty 4975.092549 = -3457056.156256
  nChanged 1279
		SP:Iteration 3F (28529.360000 sec): 3 clusters
  Score: Raw -3462709.999770 + Penalty 4975.092549 = -3457734.907221
  nChanged 1303
		SP:Iteration 4F (28529.730000 sec): 3 clusters
  Score: Raw -3463420.038741 + Penalty 4975.092549 = -3458444.946192
  nChanged 1182
		SP:Iteration 5F (28530.110000 sec): 3 clusters
  Score: Raw -3464061.737853 + Penalty 4975.092549 = -3459086.645304
  nChanged 1128
		SP:Iteration 6Q (28530.500000 sec): 3 clusters
  Score: Raw -3464659.117656 + Penalty 4975.092549 = -3459684.025107
  nChanged 1014
		SP:Iteration 7Q (28530.870000 sec): 3 clusters
  Score: Raw -3465187.552636 + Penalty 4975.092549 = -3460212.460088
  nChanged 959
		SP:Iteration 8Q (28531.290000 sec): 3 clusters
  Score: Raw -3465735.863975 + Penalty 4975.092549 = -3460760.771426
  nChanged 963
		SP:Iteration 9Q (28531.660000 sec): 3 clusters
  Score: Raw -3466313.934625 + Penalty 4975.092549 = -3461338.842076
  nChanged 880
		SP:Iteration 10Q (28531.990000 sec): 3 clusters
  Score: Raw -3466849.542067 + Penalty 4975.092549 = -3461874.449518
  nChanged 824
		SP:Iteration 11Q (28532.360000 sec): 3 clusters
  Score: Raw -3467376.334594 + Penalty 4975.092549 = -3462401.242045
  nChanged 722
		SP:Iteration 12Q (28532.750000 sec): 3 clusters
  Score: Raw -3467876.228641 + Penalty 4975.092549 = -3462901.136092
  nChanged 667
		SP:Iteration 13Q (28533.140000 sec): 3 clusters
  Score: Raw -3468345.687889 + Penalty 4975.092549 = -3463370.595340
  nChanged 557
		SP:Iteration 14Q (28533.500000 sec): 3 clusters
  Score: Raw -3468741.135288 + Penalty 4975.092549 = -3463766.042739
  nChanged 399
		SP:Iteration 15Q (28533.820000 sec): 3 clusters
  Score: Raw -3469014.497166 + Penalty 4975.092549 = -3464039.404617
  nChanged 290
		SP:Iteration 16Q (28534.170000 sec): 3 clusters
  Score: Raw -3469242.116801 + Penalty 4975.092549 = -3464267.024252
  nChanged 201
		SP:Iteration 17Q (28534.470000 sec): 3 clusters
  Score: Raw -3469410.549969 + Penalty 4975.092549 = -3464435.457420
  nChanged 135
		SP:Iteration 18Q (28534.840000 sec): 3 clusters
  Score: Raw -3469502.242085 + Penalty 4975.092549 = -3464527.149536
  nChanged 90
		SP:Iteration 19Q (28535.160000 sec): 3 clusters
  Score: Raw -3469572.728829 + Penalty 4975.092549 = -3464597.636280
  nChanged 82
		SP:Iteration 20F (28535.480000 sec): 3 clusters
  Score: Raw -3469627.451833 + Penalty 4975.092549 = -3464652.359284
  nChanged 56
		SP:Iteration 21Q (28535.820000 sec): 3 clusters
  Score: Raw -3469665.105858 + Penalty 4975.092549 = -3464690.013310
  nChanged 41
		SP:Iteration 22Q (28536.160000 sec): 3 clusters
  Score: Raw -3469691.338121 + Penalty 4975.092549 = -3464716.245573
  nChanged 32
		SP:Iteration 23Q (28536.420000 sec): 3 clusters
  Score: Raw -3469708.407613 + Penalty 4975.092549 = -3464733.315064
  nChanged 23
		SP:Iteration 24Q (28536.760000 sec): 3 clusters
  Score: Raw -3469722.399961 + Penalty 4975.092549 = -3464747.307412
  nChanged 17
		SP:Iteration 25Q (28537.060000 sec): 3 clusters
  Score: Raw -3469732.596408 + Penalty 4975.092549 = -3464757.503859
  nChanged 14
		SP:Iteration 26Q (28537.390000 sec): 3 clusters
  Score: Raw -3469738.940953 + Penalty 4975.092549 = -3464763.848404
  nChanged 8
		SP:Iteration 27Q (28537.720000 sec): 3 clusters
  Score: Raw -3469742.514570 + Penalty 4975.092549 = -3464767.422021
  nChanged 9
		SP:Iteration 28Q (28538.060000 sec): 3 clusters
  Score: Raw -3469749.183812 + Penalty 4975.092549 = -3464774.091263
  nChanged 15
		SP:Iteration 29Q (28538.460000 sec): 3 clusters
  Score: Raw -3469759.168171 + Penalty 4975.092549 = -3464784.075622
  nChanged 16
		SP:Iteration 30Q (28538.830000 sec): 3 clusters
  Score: Raw -3469767.962168 + Penalty 4975.092549 = -3464792.869619
  nChanged 8
		SP:Iteration 31Q (28539.160000 sec): 3 clusters
  Score: Raw -3469772.498935 + Penalty 4975.092549 = -3464797.406386
  nChanged 6
		SP:Iteration 32Q (28539.450000 sec): 3 clusters
  Score: Raw -3469775.133262 + Penalty 4975.092549 = -3464800.040714
  nChanged 1
		SP:Iteration 33Q (28539.840000 sec): 3 clusters
  Score: Raw -3469775.291757 + Penalty 4975.092549 = -3464800.199208
  nChanged 0
		SP:Iteration 34F (28540.160000 sec): 3 clusters
  Score: Raw -3469775.291757 + Penalty 4975.092549 = -3464800.199208
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (1149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28540.250000 sec): 2 clusters
  Score: Raw -169266.218746 + Penalty 1747.568525 = -167518.650221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28540.430000 sec): 3 clusters
  Score: Raw -169009.412431 + Penalty 3495.137050 = -165514.275382
  nChanged 326
		SP:Iteration 1F (28540.600000 sec): 3 clusters
  Score: Raw -169447.779843 + Penalty 3495.137050 = -165952.642793
  nChanged 100
		SP:Iteration 2F (28540.780000 sec): 3 clusters
  Score: Raw -169642.662580 + Penalty 3495.137050 = -166147.525531
  nChanged 70
		SP:Iteration 3F (28540.950000 sec): 3 clusters
  Score: Raw -169811.134555 + Penalty 3495.137050 = -166315.997505
  nChanged 71
		SP:Iteration 4F (28541.130000 sec): 3 clusters
  Score: Raw -169980.959516 + Penalty 3495.137050 = -166485.822467
  nChanged 67
		SP:Iteration 5F (28541.300000 sec): 3 clusters
  Score: Raw -170141.415780 + Penalty 3495.137050 = -166646.278730
  nChanged 54
		SP:Iteration 6Q (28541.480000 sec): 3 clusters
  Score: Raw -170256.429571 + Penalty 3495.137050 = -166761.292521
  nChanged 38
		SP:Iteration 7Q (28541.660000 sec): 3 clusters
  Score: Raw -170311.867302 + Penalty 3495.137050 = -166816.730252
  nChanged 21
		SP:Iteration 8Q (28541.840000 sec): 3 clusters
  Score: Raw -170339.239759 + Penalty 3495.137050 = -166844.102709
  nChanged 14
		SP:Iteration 9Q (28542.010000 sec): 3 clusters
  Score: Raw -170354.377567 + Penalty 3495.137050 = -166859.240517
  nChanged 10
		SP:Iteration 10Q (28542.190000 sec): 3 clusters
  Score: Raw -170368.201246 + Penalty 3495.137050 = -166873.064197
  nChanged 5
		SP:Iteration 11Q (28542.370000 sec): 3 clusters
  Score: Raw -170378.053072 + Penalty 3495.137050 = -166882.916023
  nChanged 6
		SP:Iteration 12Q (28542.540000 sec): 3 clusters
  Score: Raw -170391.515712 + Penalty 3495.137050 = -166896.378662
  nChanged 8
		SP:Iteration 13Q (28542.720000 sec): 3 clusters
  Score: Raw -170405.366090 + Penalty 3495.137050 = -166910.229040
  nChanged 6
		SP:Iteration 14Q (28542.890000 sec): 3 clusters
  Score: Raw -170411.696281 + Penalty 3495.137050 = -166916.559231
  nChanged 2
		SP:Iteration 15Q (28543.070000 sec): 3 clusters
  Score: Raw -170413.538165 + Penalty 3495.137050 = -166918.401115
  nChanged 2
		SP:Iteration 16Q (28543.250000 sec): 3 clusters
  Score: Raw -170414.582519 + Penalty 3495.137050 = -166919.445469
  nChanged 0
		SP:Iteration 17F (28543.420000 sec): 3 clusters
  Score: Raw -170414.582519 + Penalty 3495.137050 = -166919.445469
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (287778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28544.960000 sec): 2 clusters
  Score: Raw -45956330.320114 + Penalty 3117.346268 = -45953212.973847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28547.110000 sec): 3 clusters
  Score: Raw -45765741.746977 + Penalty 6234.692536 = -45759507.054441
  nChanged 139318
		SP:Iteration 1F (28549.400000 sec): 3 clusters
  Score: Raw -45849879.406343 + Penalty 6234.692536 = -45843644.713807
  nChanged 8587
		SP:Iteration 2Q (28551.960000 sec): 3 clusters
  Score: Raw -45851954.650320 + Penalty 6234.692536 = -45845719.957784
  nChanged 9483
		SP:Iteration 3Q (28554.540000 sec): 3 clusters
  Score: Raw -45854483.480622 + Penalty 6234.692536 = -45848248.788086
  nChanged 10304
		SP:Iteration 4Q (28557.040000 sec): 3 clusters
  Score: Raw -45857507.868649 + Penalty 6234.692536 = -45851273.176114
  nChanged 11052
		SP:Iteration 5Q (28559.530000 sec): 3 clusters
  Score: Raw -45861074.813574 + Penalty 6234.692536 = -45854840.121039
  nChanged 11613
		SP:Iteration 6Q (28562.140000 sec): 3 clusters
  Score: Raw -45865091.424991 + Penalty 6234.692536 = -45858856.732455
  nChanged 11825
		SP:Iteration 7Q (28564.810000 sec): 3 clusters
  Score: Raw -45869532.768375 + Penalty 6234.692536 = -45863298.075840
  nChanged 12062
		SP:Iteration 8Q (28567.230000 sec): 3 clusters
  Score: Raw -45874372.922968 + Penalty 6234.692536 = -45868138.230433
  nChanged 12199
		SP:Iteration 9Q (28569.680000 sec): 3 clusters
  Score: Raw -45879925.969943 + Penalty 6234.692536 = -45873691.277407
  nChanged 12697
		SP:Iteration 10Q (28572.000000 sec): 3 clusters
  Score: Raw -45886331.430572 + Penalty 6234.692536 = -45880096.738036
  nChanged 13621
		SP:Iteration 11Q (28574.340000 sec): 3 clusters
  Score: Raw -45894050.574319 + Penalty 6234.692536 = -45887815.881784
  nChanged 14701
		SP:Iteration 12F (28576.770000 sec): 3 clusters
  Score: Raw -45903061.451222 + Penalty 6234.692536 = -45896826.758687
  nChanged 15586
		SP:Iteration 13F (28578.900000 sec): 3 clusters
  Score: Raw -45912946.682991 + Penalty 6234.692536 = -45906711.990455
  nChanged 15603
		SP:Iteration 14F (28580.980000 sec): 3 clusters
  Score: Raw -45922919.120513 + Penalty 6234.692536 = -45916684.427977
  nChanged 14600
		SP:Iteration 15F (28583.160000 sec): 3 clusters
  Score: Raw -45932399.255914 + Penalty 6234.692536 = -45926164.563379
  nChanged 12546
		SP:Iteration 16Q (28585.730000 sec): 3 clusters
  Score: Raw -45940540.406894 + Penalty 6234.692536 = -45934305.714358
  nChanged 9670
		SP:Iteration 17Q (28588.050000 sec): 3 clusters
  Score: Raw -45946670.393902 + Penalty 6234.692536 = -45940435.701366
  nChanged 6534
		SP:Iteration 18Q (28590.320000 sec): 3 clusters
  Score: Raw -45950676.838807 + Penalty 6234.692536 = -45944442.146271
  nChanged 4152
		SP:Iteration 19Q (28592.790000 sec): 3 clusters
  Score: Raw -45953118.412626 + Penalty 6234.692536 = -45946883.720091
  nChanged 2567
		SP:Iteration 20F (28595.370000 sec): 3 clusters
  Score: Raw -45954581.545757 + Penalty 6234.692536 = -45948346.853221
  nChanged 1466
		SP:Iteration 21Q (28598.010000 sec): 3 clusters
  Score: Raw -45955421.132060 + Penalty 6234.692536 = -45949186.439525
  nChanged 842
		SP:Iteration 22Q (28600.600000 sec): 3 clusters
  Score: Raw -45955896.037217 + Penalty 6234.692536 = -45949661.344681
  nChanged 498
		SP:Iteration 23Q (28603.270000 sec): 3 clusters
  Score: Raw -45956161.805916 + Penalty 6234.692536 = -45949927.113380
  nChanged 328
		SP:Iteration 24Q (28605.430000 sec): 3 clusters
  Score: Raw -45956346.327908 + Penalty 6234.692536 = -45950111.635372
  nChanged 214
		SP:Iteration 25Q (28607.050000 sec): 3 clusters
  Score: Raw -45956462.822860 + Penalty 6234.692536 = -45950228.130324
  nChanged 163
		SP:Iteration 26Q (28609.080000 sec): 3 clusters
  Score: Raw -45956563.635515 + Penalty 6234.692536 = -45950328.942979
  nChanged 115
		SP:Iteration 27Q (28611.410000 sec): 3 clusters
  Score: Raw -45956631.200714 + Penalty 6234.692536 = -45950396.508178
  nChanged 92
		SP:Iteration 28Q (28614.110000 sec): 3 clusters
  Score: Raw -45956682.464045 + Penalty 6234.692536 = -45950447.771509
  nChanged 68
		SP:Iteration 29Q (28616.780000 sec): 3 clusters
  Score: Raw -45956718.935076 + Penalty 6234.692536 = -45950484.242540
  nChanged 54
		SP:Iteration 30Q (28619.170000 sec): 3 clusters
  Score: Raw -45956746.862920 + Penalty 6234.692536 = -45950512.170385
  nChanged 36
		SP:Iteration 31Q (28621.110000 sec): 3 clusters
  Score: Raw -45956766.288296 + Penalty 6234.692536 = -45950531.595760
  nChanged 23
		SP:Iteration 32Q (28623.250000 sec): 3 clusters
  Score: Raw -45956776.773427 + Penalty 6234.692536 = -45950542.080891
  nChanged 14
		SP:Iteration 33Q (28625.840000 sec): 3 clusters
  Score: Raw -45956784.278534 + Penalty 6234.692536 = -45950549.585998
  nChanged 16
		SP:Iteration 34Q (28628.500000 sec): 3 clusters
  Score: Raw -45956791.162997 + Penalty 6234.692536 = -45950556.470461
  nChanged 14
		SP:Iteration 35Q (28631.070000 sec): 3 clusters
  Score: Raw -45956797.887278 + Penalty 6234.692536 = -45950563.194742
  nChanged 4
		SP:Iteration 36Q (28633.470000 sec): 3 clusters
  Score: Raw -45956800.761465 + Penalty 6234.692536 = -45950566.068929
  nChanged 5
		SP:Iteration 37Q (28635.550000 sec): 3 clusters
  Score: Raw -45956802.604250 + Penalty 6234.692536 = -45950567.911714
  nChanged 5
		SP:Iteration 38Q (28637.680000 sec): 3 clusters
  Score: Raw -45956805.125063 + Penalty 6234.692536 = -45950570.432528
  nChanged 8
		SP:Iteration 39Q (28639.820000 sec): 3 clusters
  Score: Raw -45956808.826659 + Penalty 6234.692536 = -45950574.134123
  nChanged 8
		SP:Iteration 40F (28641.990000 sec): 3 clusters
  Score: Raw -45956813.810011 + Penalty 6234.692536 = -45950579.117475
  nChanged 11
		SP:Iteration 41Q (28644.140000 sec): 3 clusters
  Score: Raw -45956819.615934 + Penalty 6234.692536 = -45950584.923398
  nChanged 12
		SP:Iteration 42Q (28646.380000 sec): 3 clusters
  Score: Raw -45956824.559470 + Penalty 6234.692536 = -45950589.866934
  nChanged 12
		SP:Iteration 43Q (28648.820000 sec): 3 clusters
  Score: Raw -45956831.543340 + Penalty 6234.692536 = -45950596.850805
  nChanged 14
		SP:Iteration 44Q (28650.950000 sec): 3 clusters
  Score: Raw -45956840.202501 + Penalty 6234.692536 = -45950605.509965
  nChanged 17
		SP:Iteration 45Q (28653.050000 sec): 3 clusters
  Score: Raw -45956851.405422 + Penalty 6234.692536 = -45950616.712887
  nChanged 17
		SP:Iteration 46Q (28654.980000 sec): 3 clusters
  Score: Raw -45956859.777275 + Penalty 6234.692536 = -45950625.084739
  nChanged 11
		SP:Iteration 47Q (28657.080000 sec): 3 clusters
  Score: Raw -45956865.657215 + Penalty 6234.692536 = -45950630.964679
  nChanged 6
		SP:Iteration 48Q (28659.160000 sec): 3 clusters
  Score: Raw -45956869.805070 + Penalty 6234.692536 = -45950635.112535
  nChanged 9
		SP:Iteration 49Q (28661.360000 sec): 3 clusters
  Score: Raw -45956874.782965 + Penalty 6234.692536 = -45950640.090430
  nChanged 6
		SP:Iteration 50Q (28663.560000 sec): 3 clusters
  Score: Raw -45956878.594124 + Penalty 6234.692536 = -45950643.901589
  nChanged 5
		SP:Iteration 51Q (28665.530000 sec): 3 clusters
  Score: Raw -45956881.849208 + Penalty 6234.692536 = -45950647.156672
  nChanged 3
		SP:Iteration 52Q (28667.640000 sec): 3 clusters
  Score: Raw -45956883.578558 + Penalty 6234.692536 = -45950648.886022
  nChanged 2
		SP:Iteration 53Q (28669.990000 sec): 3 clusters
  Score: Raw -45956884.322684 + Penalty 6234.692536 = -45950649.630148
  nChanged 1
		SP:Iteration 54Q (28672.320000 sec): 3 clusters
  Score: Raw -45956884.580884 + Penalty 6234.692536 = -45950649.888348
  nChanged 0
		SP:Iteration 55F (28674.580000 sec): 3 clusters
  Score: Raw -45956884.580884 + Penalty 6234.692536 = -45950649.888348
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (17793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28674.870000 sec): 2 clusters
  Score: Raw -2766008.973102 + Penalty 2427.066979 = -2763581.906122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28675.190000 sec): 3 clusters
  Score: Raw -2755790.695699 + Penalty 4854.133959 = -2750936.561740
  nChanged 7748
		SP:Iteration 1F (28675.510000 sec): 3 clusters
  Score: Raw -2760260.560145 + Penalty 4854.133959 = -2755406.426186
  nChanged 1299
		SP:Iteration 2F (28675.830000 sec): 3 clusters
  Score: Raw -2761101.994606 + Penalty 4854.133959 = -2756247.860647
  nChanged 1353
		SP:Iteration 3F (28676.080000 sec): 3 clusters
  Score: Raw -2762104.711810 + Penalty 4854.133959 = -2757250.577852
  nChanged 1339
		SP:Iteration 4F (28676.310000 sec): 3 clusters
  Score: Raw -2763136.771130 + Penalty 4854.133959 = -2758282.637171
  nChanged 1182
		SP:Iteration 5F (28676.590000 sec): 3 clusters
  Score: Raw -2763919.327733 + Penalty 4854.133959 = -2759065.193774
  nChanged 958
		SP:Iteration 6F (28676.900000 sec): 3 clusters
  Score: Raw -2764455.606897 + Penalty 4854.133959 = -2759601.472939
  nChanged 740
		SP:Iteration 7Q (28677.150000 sec): 3 clusters
  Score: Raw -2764812.746773 + Penalty 4854.133959 = -2759958.612814
  nChanged 519
		SP:Iteration 8Q (28677.470000 sec): 3 clusters
  Score: Raw -2764999.111793 + Penalty 4854.133959 = -2760144.977834
  nChanged 389
		SP:Iteration 9Q (28677.760000 sec): 3 clusters
  Score: Raw -2765123.286582 + Penalty 4854.133959 = -2760269.152623
  nChanged 320
		SP:Iteration 10Q (28677.960000 sec): 3 clusters
  Score: Raw -2765218.053648 + Penalty 4854.133959 = -2760363.919690
  nChanged 260
		SP:Iteration 11Q (28678.260000 sec): 3 clusters
  Score: Raw -2765291.109980 + Penalty 4854.133959 = -2760436.976022
  nChanged 238
		SP:Iteration 12Q (28678.500000 sec): 3 clusters
  Score: Raw -2765350.981818 + Penalty 4854.133959 = -2760496.847859
  nChanged 170
		SP:Iteration 13Q (28678.770000 sec): 3 clusters
  Score: Raw -2765387.259329 + Penalty 4854.133959 = -2760533.125370
  nChanged 141
		SP:Iteration 14Q (28679.010000 sec): 3 clusters
  Score: Raw -2765413.201442 + Penalty 4854.133959 = -2760559.067483
  nChanged 127
		SP:Iteration 15Q (28679.280000 sec): 3 clusters
  Score: Raw -2765436.037264 + Penalty 4854.133959 = -2760581.903305
  nChanged 124
		SP:Iteration 16Q (28679.540000 sec): 3 clusters
  Score: Raw -2765460.227953 + Penalty 4854.133959 = -2760606.093995
  nChanged 121
		SP:Iteration 17Q (28679.830000 sec): 3 clusters
  Score: Raw -2765486.406907 + Penalty 4854.133959 = -2760632.272948
  nChanged 133
		SP:Iteration 18Q (28680.160000 sec): 3 clusters
  Score: Raw -2765511.220082 + Penalty 4854.133959 = -2760657.086123
  nChanged 111
		SP:Iteration 19Q (28680.370000 sec): 3 clusters
  Score: Raw -2765533.885455 + Penalty 4854.133959 = -2760679.751496
  nChanged 109
		SP:Iteration 20F (28680.700000 sec): 3 clusters
  Score: Raw -2765559.974270 + Penalty 4854.133959 = -2760705.840311
  nChanged 140
		SP:Iteration 21Q (28681.000000 sec): 3 clusters
  Score: Raw -2765594.249116 + Penalty 4854.133959 = -2760740.115157
  nChanged 143
		SP:Iteration 22Q (28681.310000 sec): 3 clusters
  Score: Raw -2765632.384887 + Penalty 4854.133959 = -2760778.250928
  nChanged 157
		SP:Iteration 23Q (28681.650000 sec): 3 clusters
  Score: Raw -2765678.948315 + Penalty 4854.133959 = -2760824.814356
  nChanged 172
		SP:Iteration 24Q (28681.900000 sec): 3 clusters
  Score: Raw -2765739.421573 + Penalty 4854.133959 = -2760885.287615
  nChanged 213
		SP:Iteration 25Q (28682.200000 sec): 3 clusters
  Score: Raw -2765834.850441 + Penalty 4854.133959 = -2760980.716482
  nChanged 283
		SP:Iteration 26Q (28682.510000 sec): 3 clusters
  Score: Raw -2765990.018101 + Penalty 4854.133959 = -2761135.884142
  nChanged 324
		SP:Iteration 27Q (28682.760000 sec): 3 clusters
  Score: Raw -2766171.281965 + Penalty 4854.133959 = -2761317.148007
  nChanged 330
		SP:Iteration 28Q (28683.060000 sec): 3 clusters
  Score: Raw -2766326.859026 + Penalty 4854.133959 = -2761472.725068
  nChanged 311
		SP:Iteration 29Q (28683.380000 sec): 3 clusters
  Score: Raw -2766453.994418 + Penalty 4854.133959 = -2761599.860460
  nChanged 271
		SP:Iteration 30Q (28683.700000 sec): 3 clusters
  Score: Raw -2766549.213728 + Penalty 4854.133959 = -2761695.079769
  nChanged 263
		SP:Iteration 31Q (28684.040000 sec): 3 clusters
  Score: Raw -2766638.795733 + Penalty 4854.133959 = -2761784.661775
  nChanged 241
		SP:Iteration 32Q (28684.270000 sec): 3 clusters
  Score: Raw -2766710.769779 + Penalty 4854.133959 = -2761856.635820
  nChanged 216
		SP:Iteration 33Q (28684.610000 sec): 3 clusters
  Score: Raw -2766766.671261 + Penalty 4854.133959 = -2761912.537302
  nChanged 181
		SP:Iteration 34Q (28684.880000 sec): 3 clusters
  Score: Raw -2766813.800716 + Penalty 4854.133959 = -2761959.666757
  nChanged 184
		SP:Iteration 35Q (28685.200000 sec): 3 clusters
  Score: Raw -2766857.657354 + Penalty 4854.133959 = -2762003.523396
  nChanged 179
		SP:Iteration 36Q (28685.490000 sec): 3 clusters
  Score: Raw -2766906.661490 + Penalty 4854.133959 = -2762052.527532
  nChanged 196
		SP:Iteration 37Q (28685.760000 sec): 3 clusters
  Score: Raw -2766958.931249 + Penalty 4854.133959 = -2762104.797290
  nChanged 182
		SP:Iteration 38Q (28686.020000 sec): 3 clusters
  Score: Raw -2767005.805155 + Penalty 4854.133959 = -2762151.671197
  nChanged 186
		SP:Iteration 39Q (28686.310000 sec): 3 clusters
  Score: Raw -2767056.114911 + Penalty 4854.133959 = -2762201.980952
  nChanged 177
		SP:Iteration 40F (28686.610000 sec): 3 clusters
  Score: Raw -2767114.237531 + Penalty 4854.133959 = -2762260.103572
  nChanged 193
		SP:Iteration 41Q (28686.860000 sec): 3 clusters
  Score: Raw -2767184.971336 + Penalty 4854.133959 = -2762330.837377
  nChanged 230
		SP:Iteration 42Q (28687.090000 sec): 3 clusters
  Score: Raw -2767264.919140 + Penalty 4854.133959 = -2762410.785182
  nChanged 209
		SP:Iteration 43Q (28687.390000 sec): 3 clusters
  Score: Raw -2767340.026290 + Penalty 4854.133959 = -2762485.892331
  nChanged 190
		SP:Iteration 44Q (28687.660000 sec): 3 clusters
  Score: Raw -2767405.572237 + Penalty 4854.133959 = -2762551.438278
  nChanged 192
		SP:Iteration 45Q (28687.940000 sec): 3 clusters
  Score: Raw -2767464.096924 + Penalty 4854.133959 = -2762609.962966
  nChanged 172
		SP:Iteration 46Q (28688.230000 sec): 3 clusters
  Score: Raw -2767519.889851 + Penalty 4854.133959 = -2762665.755892
  nChanged 164
		SP:Iteration 47Q (28688.540000 sec): 3 clusters
  Score: Raw -2767561.677922 + Penalty 4854.133959 = -2762707.543963
  nChanged 142
		SP:Iteration 48Q (28688.780000 sec): 3 clusters
  Score: Raw -2767602.732695 + Penalty 4854.133959 = -2762748.598736
  nChanged 133
		SP:Iteration 49Q (28689.090000 sec): 3 clusters
  Score: Raw -2767654.261341 + Penalty 4854.133959 = -2762800.127382
  nChanged 149
		SP:Iteration 50Q (28689.380000 sec): 3 clusters
  Score: Raw -2767715.518491 + Penalty 4854.133959 = -2762861.384533
  nChanged 159
		SP:Iteration 51Q (28689.680000 sec): 3 clusters
  Score: Raw -2767788.193496 + Penalty 4854.133959 = -2762934.059538
  nChanged 175
		SP:Iteration 52Q (28689.980000 sec): 3 clusters
  Score: Raw -2767865.621132 + Penalty 4854.133959 = -2763011.487173
  nChanged 173
		SP:Iteration 53Q (28690.240000 sec): 3 clusters
  Score: Raw -2767937.831261 + Penalty 4854.133959 = -2763083.697303
  nChanged 155
		SP:Iteration 54Q (28690.510000 sec): 3 clusters
  Score: Raw -2767994.428043 + Penalty 4854.133959 = -2763140.294084
  nChanged 164
		SP:Iteration 55Q (28690.740000 sec): 3 clusters
  Score: Raw -2768057.745377 + Penalty 4854.133959 = -2763203.611418
  nChanged 165
		SP:Iteration 56Q (28691.030000 sec): 3 clusters
  Score: Raw -2768114.967087 + Penalty 4854.133959 = -2763260.833129
  nChanged 140
		SP:Iteration 57Q (28691.320000 sec): 3 clusters
  Score: Raw -2768155.278330 + Penalty 4854.133959 = -2763301.144371
  nChanged 127
		SP:Iteration 58Q (28691.540000 sec): 3 clusters
  Score: Raw -2768194.142274 + Penalty 4854.133959 = -2763340.008315
  nChanged 111
		SP:Iteration 59Q (28691.760000 sec): 3 clusters
  Score: Raw -2768223.661185 + Penalty 4854.133959 = -2763369.527227
  nChanged 99
		SP:Iteration 60F (28692.010000 sec): 3 clusters
  Score: Raw -2768247.396836 + Penalty 4854.133959 = -2763393.262878
  nChanged 83
		SP:Iteration 61Q (28692.280000 sec): 3 clusters
  Score: Raw -2768262.585870 + Penalty 4854.133959 = -2763408.451911
  nChanged 68
		SP:Iteration 62Q (28692.570000 sec): 3 clusters
  Score: Raw -2768273.330051 + Penalty 4854.133959 = -2763419.196093
  nChanged 58
		SP:Iteration 63Q (28692.860000 sec): 3 clusters
  Score: Raw -2768281.096207 + Penalty 4854.133959 = -2763426.962248
  nChanged 38
		SP:Iteration 64Q (28693.170000 sec): 3 clusters
  Score: Raw -2768285.515446 + Penalty 4854.133959 = -2763431.381487
  nChanged 32
		SP:Iteration 65Q (28693.450000 sec): 3 clusters
  Score: Raw -2768289.719067 + Penalty 4854.133959 = -2763435.585108
  nChanged 31
		SP:Iteration 66Q (28693.730000 sec): 3 clusters
  Score: Raw -2768293.100103 + Penalty 4854.133959 = -2763438.966144
  nChanged 25
		SP:Iteration 67Q (28694.010000 sec): 3 clusters
  Score: Raw -2768295.651543 + Penalty 4854.133959 = -2763441.517584
  nChanged 11
		SP:Iteration 68Q (28694.310000 sec): 3 clusters
  Score: Raw -2768296.630008 + Penalty 4854.133959 = -2763442.496050
  nChanged 6
		SP:Iteration 69Q (28694.610000 sec): 3 clusters
  Score: Raw -2768297.030537 + Penalty 4854.133959 = -2763442.896578
  nChanged 4
		SP:Iteration 70Q (28694.910000 sec): 3 clusters
  Score: Raw -2768297.295046 + Penalty 4854.133959 = -2763443.161088
  nChanged 3
		SP:Iteration 71Q (28695.210000 sec): 3 clusters
  Score: Raw -2768297.504368 + Penalty 4854.133959 = -2763443.370410
  nChanged 2
		SP:Iteration 72Q (28695.490000 sec): 3 clusters
  Score: Raw -2768297.556009 + Penalty 4854.133959 = -2763443.422050
  nChanged 1
		SP:Iteration 73Q (28695.740000 sec): 3 clusters
  Score: Raw -2768297.632016 + Penalty 4854.133959 = -2763443.498058
  nChanged 2
		SP:Iteration 74Q (28696.040000 sec): 3 clusters
  Score: Raw -2768297.781724 + Penalty 4854.133959 = -2763443.647766
  nChanged 0
		SP:Iteration 75F (28696.320000 sec): 3 clusters
  Score: Raw -2768297.781724 + Penalty 4854.133959 = -2763443.647766
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (38041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28696.590000 sec): 2 clusters
  Score: Raw -6034764.293638 + Penalty 2615.512111 = -6032148.781527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28697.050000 sec): 3 clusters
  Score: Raw -6011529.992747 + Penalty 5231.024223 = -6006298.968524
  nChanged 17478
		SP:Iteration 1F (28697.440000 sec): 3 clusters
  Score: Raw -6021231.188438 + Penalty 5231.024223 = -6016000.164215
  nChanged 1872
		SP:Iteration 2Q (28697.890000 sec): 3 clusters
  Score: Raw -6022006.383358 + Penalty 5231.024223 = -6016775.359135
  nChanged 2002
		SP:Iteration 3F (28698.310000 sec): 3 clusters
  Score: Raw -6022962.625614 + Penalty 5231.024223 = -6017731.601391
  nChanged 2199
		SP:Iteration 4F (28698.740000 sec): 3 clusters
  Score: Raw -6024150.969524 + Penalty 5231.024223 = -6018919.945301
  nChanged 2332
		SP:Iteration 5F (28699.210000 sec): 3 clusters
  Score: Raw -6025485.881531 + Penalty 5231.024223 = -6020254.857308
  nChanged 2277
		SP:Iteration 6F (28699.620000 sec): 3 clusters
  Score: Raw -6026775.043864 + Penalty 5231.024223 = -6021544.019641
  nChanged 2094
		SP:Iteration 7F (28700.030000 sec): 3 clusters
  Score: Raw -6027892.305073 + Penalty 5231.024223 = -6022661.280850
  nChanged 1797
		SP:Iteration 8Q (28700.500000 sec): 3 clusters
  Score: Raw -6028687.586537 + Penalty 5231.024223 = -6023456.562314
  nChanged 1417
		SP:Iteration 9Q (28700.950000 sec): 3 clusters
  Score: Raw -6029207.654423 + Penalty 5231.024223 = -6023976.630200
  nChanged 1114
		SP:Iteration 10Q (28701.430000 sec): 3 clusters
  Score: Raw -6029577.364349 + Penalty 5231.024223 = -6024346.340126
  nChanged 947
		SP:Iteration 11Q (28701.840000 sec): 3 clusters
  Score: Raw -6029891.699228 + Penalty 5231.024223 = -6024660.675005
  nChanged 856
		SP:Iteration 12Q (28702.280000 sec): 3 clusters
  Score: Raw -6030194.830238 + Penalty 5231.024223 = -6024963.806015
  nChanged 850
		SP:Iteration 13Q (28702.720000 sec): 3 clusters
  Score: Raw -6030515.418112 + Penalty 5231.024223 = -6025284.393889
  nChanged 851
		SP:Iteration 14Q (28703.170000 sec): 3 clusters
  Score: Raw -6030842.555277 + Penalty 5231.024223 = -6025611.531054
  nChanged 834
		SP:Iteration 15Q (28703.660000 sec): 3 clusters
  Score: Raw -6031208.257770 + Penalty 5231.024223 = -6025977.233547
  nChanged 917
		SP:Iteration 16Q (28704.060000 sec): 3 clusters
  Score: Raw -6031629.525053 + Penalty 5231.024223 = -6026398.500830
  nChanged 925
		SP:Iteration 17Q (28704.460000 sec): 3 clusters
  Score: Raw -6032059.038615 + Penalty 5231.024223 = -6026828.014392
  nChanged 947
		SP:Iteration 18Q (28704.820000 sec): 3 clusters
  Score: Raw -6032505.824849 + Penalty 5231.024223 = -6027274.800626
  nChanged 893
		SP:Iteration 19Q (28705.200000 sec): 3 clusters
  Score: Raw -6032909.796580 + Penalty 5231.024223 = -6027678.772357
  nChanged 852
		SP:Iteration 20F (28705.630000 sec): 3 clusters
  Score: Raw -6033275.687452 + Penalty 5231.024223 = -6028044.663229
  nChanged 790
		SP:Iteration 21Q (28706.060000 sec): 3 clusters
  Score: Raw -6033595.729621 + Penalty 5231.024223 = -6028364.705398
  nChanged 736
		SP:Iteration 22Q (28706.450000 sec): 3 clusters
  Score: Raw -6033852.805930 + Penalty 5231.024223 = -6028621.781707
  nChanged 705
		SP:Iteration 23Q (28706.890000 sec): 3 clusters
  Score: Raw -6034108.706474 + Penalty 5231.024223 = -6028877.682251
  nChanged 708
		SP:Iteration 24Q (28707.310000 sec): 3 clusters
  Score: Raw -6034377.247333 + Penalty 5231.024223 = -6029146.223110
  nChanged 665
		SP:Iteration 25Q (28707.740000 sec): 3 clusters
  Score: Raw -6034616.869529 + Penalty 5231.024223 = -6029385.845306
  nChanged 591
		SP:Iteration 26Q (28708.170000 sec): 3 clusters
  Score: Raw -6034821.657043 + Penalty 5231.024223 = -6029590.632820
  nChanged 530
		SP:Iteration 27Q (28708.550000 sec): 3 clusters
  Score: Raw -6035003.442488 + Penalty 5231.024223 = -6029772.418265
  nChanged 484
		SP:Iteration 28Q (28708.880000 sec): 3 clusters
  Score: Raw -6035165.228258 + Penalty 5231.024223 = -6029934.204035
  nChanged 436
		SP:Iteration 29Q (28709.300000 sec): 3 clusters
  Score: Raw -6035289.944983 + Penalty 5231.024223 = -6030058.920760
  nChanged 375
		SP:Iteration 30Q (28709.720000 sec): 3 clusters
  Score: Raw -6035395.618317 + Penalty 5231.024223 = -6030164.594094
  nChanged 335
		SP:Iteration 31Q (28710.120000 sec): 3 clusters
  Score: Raw -6035494.696888 + Penalty 5231.024223 = -6030263.672665
  nChanged 294
		SP:Iteration 32Q (28710.490000 sec): 3 clusters
  Score: Raw -6035582.207867 + Penalty 5231.024223 = -6030351.183644
  nChanged 265
		SP:Iteration 33Q (28710.910000 sec): 3 clusters
  Score: Raw -6035656.932372 + Penalty 5231.024223 = -6030425.908149
  nChanged 221
		SP:Iteration 34Q (28711.360000 sec): 3 clusters
  Score: Raw -6035717.915426 + Penalty 5231.024223 = -6030486.891203
  nChanged 203
		SP:Iteration 35Q (28711.800000 sec): 3 clusters
  Score: Raw -6035771.799592 + Penalty 5231.024223 = -6030540.775369
  nChanged 181
		SP:Iteration 36Q (28712.220000 sec): 3 clusters
  Score: Raw -6035820.202627 + Penalty 5231.024223 = -6030589.178404
  nChanged 168
		SP:Iteration 37Q (28712.640000 sec): 3 clusters
  Score: Raw -6035864.930091 + Penalty 5231.024223 = -6030633.905868
  nChanged 138
		SP:Iteration 38Q (28713.130000 sec): 3 clusters
  Score: Raw -6035901.481612 + Penalty 5231.024223 = -6030670.457389
  nChanged 112
		SP:Iteration 39Q (28713.530000 sec): 3 clusters
  Score: Raw -6035929.049316 + Penalty 5231.024223 = -6030698.025093
  nChanged 93
		SP:Iteration 40F (28713.900000 sec): 3 clusters
  Score: Raw -6035952.529980 + Penalty 5231.024223 = -6030721.505757
  nChanged 82
		SP:Iteration 41Q (28714.250000 sec): 3 clusters
  Score: Raw -6035970.985037 + Penalty 5231.024223 = -6030739.960814
  nChanged 65
		SP:Iteration 42Q (28714.710000 sec): 3 clusters
  Score: Raw -6035985.763206 + Penalty 5231.024223 = -6030754.738983
  nChanged 66
		SP:Iteration 43Q (28715.160000 sec): 3 clusters
  Score: Raw -6036000.082604 + Penalty 5231.024223 = -6030769.058381
  nChanged 52
		SP:Iteration 44Q (28715.560000 sec): 3 clusters
  Score: Raw -6036010.607454 + Penalty 5231.024223 = -6030779.583231
  nChanged 46
		SP:Iteration 45Q (28715.980000 sec): 3 clusters
  Score: Raw -6036019.244087 + Penalty 5231.024223 = -6030788.219864
  nChanged 44
		SP:Iteration 46Q (28716.300000 sec): 3 clusters
  Score: Raw -6036028.117045 + Penalty 5231.024223 = -6030797.092822
  nChanged 41
		SP:Iteration 47Q (28716.720000 sec): 3 clusters
  Score: Raw -6036035.542000 + Penalty 5231.024223 = -6030804.517777
  nChanged 26
		SP:Iteration 48Q (28717.110000 sec): 3 clusters
  Score: Raw -6036039.968435 + Penalty 5231.024223 = -6030808.944212
  nChanged 25
		SP:Iteration 49Q (28717.520000 sec): 3 clusters
  Score: Raw -6036043.829845 + Penalty 5231.024223 = -6030812.805622
  nChanged 23
		SP:Iteration 50Q (28718.000000 sec): 3 clusters
  Score: Raw -6036047.823264 + Penalty 5231.024223 = -6030816.799041
  nChanged 23
		SP:Iteration 51Q (28718.370000 sec): 3 clusters
  Score: Raw -6036051.713994 + Penalty 5231.024223 = -6030820.689771
  nChanged 13
		SP:Iteration 52Q (28718.720000 sec): 3 clusters
  Score: Raw -6036053.847862 + Penalty 5231.024223 = -6030822.823639
  nChanged 8
		SP:Iteration 53Q (28719.160000 sec): 3 clusters
  Score: Raw -6036055.058889 + Penalty 5231.024223 = -6030824.034666
  nChanged 10
		SP:Iteration 54Q (28719.520000 sec): 3 clusters
  Score: Raw -6036056.481054 + Penalty 5231.024223 = -6030825.456831
  nChanged 8
		SP:Iteration 55Q (28719.880000 sec): 3 clusters
  Score: Raw -6036057.672269 + Penalty 5231.024223 = -6030826.648046
  nChanged 3
		SP:Iteration 56Q (28720.260000 sec): 3 clusters
  Score: Raw -6036058.067916 + Penalty 5231.024223 = -6030827.043693
  nChanged 2
		SP:Iteration 57Q (28720.670000 sec): 3 clusters
  Score: Raw -6036058.379752 + Penalty 5231.024223 = -6030827.355529
  nChanged 5
		SP:Iteration 58Q (28721.140000 sec): 3 clusters
  Score: Raw -6036059.183280 + Penalty 5231.024223 = -6030828.159057
  nChanged 7
		SP:Iteration 59Q (28721.520000 sec): 3 clusters
  Score: Raw -6036060.451583 + Penalty 5231.024223 = -6030829.427360
  nChanged 6
		SP:Iteration 60F (28721.930000 sec): 3 clusters
  Score: Raw -6036061.520211 + Penalty 5231.024223 = -6030830.495988
  nChanged 8
		SP:Iteration 61Q (28722.400000 sec): 3 clusters
  Score: Raw -6036062.744778 + Penalty 5231.024223 = -6030831.720555
  nChanged 6
		SP:Iteration 62Q (28722.810000 sec): 3 clusters
  Score: Raw -6036063.757651 + Penalty 5231.024223 = -6030832.733428
  nChanged 5
		SP:Iteration 63Q (28723.200000 sec): 3 clusters
  Score: Raw -6036064.607501 + Penalty 5231.024223 = -6030833.583278
  nChanged 4
		SP:Iteration 64Q (28723.610000 sec): 3 clusters
  Score: Raw -6036065.117188 + Penalty 5231.024223 = -6030834.092965
  nChanged 3
		SP:Iteration 65Q (28724.020000 sec): 3 clusters
  Score: Raw -6036065.569827 + Penalty 5231.024223 = -6030834.545604
  nChanged 2
		SP:Iteration 66Q (28724.420000 sec): 3 clusters
  Score: Raw -6036065.823178 + Penalty 5231.024223 = -6030834.798955
  nChanged 4
		SP:Iteration 67Q (28724.870000 sec): 3 clusters
  Score: Raw -6036066.321943 + Penalty 5231.024223 = -6030835.297720
  nChanged 3
		SP:Iteration 68Q (28725.250000 sec): 3 clusters
  Score: Raw -6036066.739461 + Penalty 5231.024223 = -6030835.715238
  nChanged 1
		SP:Iteration 69Q (28725.660000 sec): 3 clusters
  Score: Raw -6036066.875820 + Penalty 5231.024223 = -6030835.851597
  nChanged 2
		SP:Iteration 70Q (28726.060000 sec): 3 clusters
  Score: Raw -6036067.209807 + Penalty 5231.024223 = -6030836.185584
  nChanged 2
		SP:Iteration 71Q (28726.480000 sec): 3 clusters
  Score: Raw -6036067.493263 + Penalty 5231.024223 = -6030836.469041
  nChanged 2
		SP:Iteration 72Q (28726.900000 sec): 3 clusters
  Score: Raw -6036067.715137 + Penalty 5231.024223 = -6030836.690914
  nChanged 1
		SP:Iteration 73Q (28727.310000 sec): 3 clusters
  Score: Raw -6036067.784510 + Penalty 5231.024223 = -6030836.760287
  nChanged 0
		SP:Iteration 74F (28727.740000 sec): 3 clusters
  Score: Raw -6036067.784510 + Penalty 5231.024223 = -6030836.760287
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (18022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28727.900000 sec): 2 clusters
  Score: Raw -2827331.430696 + Penalty 2430.238431 = -2824901.192265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28728.220000 sec): 3 clusters
  Score: Raw -2816971.682169 + Penalty 4860.476862 = -2812111.205307
  nChanged 7800
		SP:Iteration 1F (28728.550000 sec): 3 clusters
  Score: Raw -2821190.213325 + Penalty 4860.476862 = -2816329.736463
  nChanged 980
		SP:Iteration 2F (28728.870000 sec): 3 clusters
  Score: Raw -2821612.690956 + Penalty 4860.476862 = -2816752.214094
  nChanged 892
		SP:Iteration 3Q (28729.220000 sec): 3 clusters
  Score: Raw -2821991.455091 + Penalty 4860.476862 = -2817130.978229
  nChanged 827
		SP:Iteration 4Q (28729.510000 sec): 3 clusters
  Score: Raw -2822361.113988 + Penalty 4860.476862 = -2817500.637126
  nChanged 731
		SP:Iteration 5Q (28729.830000 sec): 3 clusters
  Score: Raw -2822669.371176 + Penalty 4860.476862 = -2817808.894314
  nChanged 713
		SP:Iteration 6Q (28730.100000 sec): 3 clusters
  Score: Raw -2822977.142204 + Penalty 4860.476862 = -2818116.665341
  nChanged 699
		SP:Iteration 7Q (28730.480000 sec): 3 clusters
  Score: Raw -2823309.272544 + Penalty 4860.476862 = -2818448.795682
  nChanged 714
		SP:Iteration 8Q (28730.800000 sec): 3 clusters
  Score: Raw -2823683.253679 + Penalty 4860.476862 = -2818822.776817
  nChanged 740
		SP:Iteration 9Q (28731.100000 sec): 3 clusters
  Score: Raw -2824083.728405 + Penalty 4860.476862 = -2819223.251543
  nChanged 723
		SP:Iteration 10Q (28731.440000 sec): 3 clusters
  Score: Raw -2824468.225622 + Penalty 4860.476862 = -2819607.748760
  nChanged 693
		SP:Iteration 11Q (28731.750000 sec): 3 clusters
  Score: Raw -2824820.624510 + Penalty 4860.476862 = -2819960.147648
  nChanged 657
		SP:Iteration 12Q (28732.050000 sec): 3 clusters
  Score: Raw -2825154.206013 + Penalty 4860.476862 = -2820293.729151
  nChanged 574
		SP:Iteration 13Q (28732.370000 sec): 3 clusters
  Score: Raw -2825432.463242 + Penalty 4860.476862 = -2820571.986380
  nChanged 510
		SP:Iteration 14Q (28732.720000 sec): 3 clusters
  Score: Raw -2825648.287807 + Penalty 4860.476862 = -2820787.810945
  nChanged 409
		SP:Iteration 15Q (28732.990000 sec): 3 clusters
  Score: Raw -2825802.639316 + Penalty 4860.476862 = -2820942.162453
  nChanged 307
		SP:Iteration 16Q (28733.290000 sec): 3 clusters
  Score: Raw -2825905.526412 + Penalty 4860.476862 = -2821045.049549
  nChanged 269
		SP:Iteration 17Q (28733.610000 sec): 3 clusters
  Score: Raw -2825995.329681 + Penalty 4860.476862 = -2821134.852818
  nChanged 222
		SP:Iteration 18Q (28733.890000 sec): 3 clusters
  Score: Raw -2826060.769362 + Penalty 4860.476862 = -2821200.292500
  nChanged 195
		SP:Iteration 19Q (28734.190000 sec): 3 clusters
  Score: Raw -2826122.759836 + Penalty 4860.476862 = -2821262.282973
  nChanged 182
		SP:Iteration 20F (28734.490000 sec): 3 clusters
  Score: Raw -2826168.548156 + Penalty 4860.476862 = -2821308.071294
  nChanged 159
		SP:Iteration 21Q (28734.760000 sec): 3 clusters
  Score: Raw -2826206.267869 + Penalty 4860.476862 = -2821345.791006
  nChanged 134
		SP:Iteration 22Q (28735.060000 sec): 3 clusters
  Score: Raw -2826237.006274 + Penalty 4860.476862 = -2821376.529412
  nChanged 131
		SP:Iteration 23Q (28735.350000 sec): 3 clusters
  Score: Raw -2826268.607620 + Penalty 4860.476862 = -2821408.130758
  nChanged 121
		SP:Iteration 24Q (28735.600000 sec): 3 clusters
  Score: Raw -2826291.200147 + Penalty 4860.476862 = -2821430.723285
  nChanged 96
		SP:Iteration 25Q (28735.910000 sec): 3 clusters
  Score: Raw -2826310.497308 + Penalty 4860.476862 = -2821450.020446
  nChanged 91
		SP:Iteration 26Q (28736.230000 sec): 3 clusters
  Score: Raw -2826329.808946 + Penalty 4860.476862 = -2821469.332084
  nChanged 105
		SP:Iteration 27Q (28736.540000 sec): 3 clusters
  Score: Raw -2826347.471634 + Penalty 4860.476862 = -2821486.994771
  nChanged 87
		SP:Iteration 28Q (28736.790000 sec): 3 clusters
  Score: Raw -2826363.073624 + Penalty 4860.476862 = -2821502.596761
  nChanged 83
		SP:Iteration 29Q (28737.090000 sec): 3 clusters
  Score: Raw -2826376.903299 + Penalty 4860.476862 = -2821516.426437
  nChanged 66
		SP:Iteration 30Q (28737.340000 sec): 3 clusters
  Score: Raw -2826388.210966 + Penalty 4860.476862 = -2821527.734103
  nChanged 76
		SP:Iteration 31Q (28737.680000 sec): 3 clusters
  Score: Raw -2826399.648069 + Penalty 4860.476862 = -2821539.171207
  nChanged 64
		SP:Iteration 32Q (28737.990000 sec): 3 clusters
  Score: Raw -2826408.726302 + Penalty 4860.476862 = -2821548.249439
  nChanged 57
		SP:Iteration 33Q (28738.230000 sec): 3 clusters
  Score: Raw -2826417.576307 + Penalty 4860.476862 = -2821557.099445
  nChanged 52
		SP:Iteration 34Q (28738.510000 sec): 3 clusters
  Score: Raw -2826425.896169 + Penalty 4860.476862 = -2821565.419306
  nChanged 52
		SP:Iteration 35Q (28738.800000 sec): 3 clusters
  Score: Raw -2826433.309998 + Penalty 4860.476862 = -2821572.833136
  nChanged 46
		SP:Iteration 36Q (28739.120000 sec): 3 clusters
  Score: Raw -2826439.518728 + Penalty 4860.476862 = -2821579.041865
  nChanged 46
		SP:Iteration 37Q (28739.360000 sec): 3 clusters
  Score: Raw -2826445.004050 + Penalty 4860.476862 = -2821584.527188
  nChanged 45
		SP:Iteration 38Q (28739.700000 sec): 3 clusters
  Score: Raw -2826451.641122 + Penalty 4860.476862 = -2821591.164260
  nChanged 53
		SP:Iteration 39Q (28740.010000 sec): 3 clusters
  Score: Raw -2826459.287924 + Penalty 4860.476862 = -2821598.811062
  nChanged 53
		SP:Iteration 40F (28740.290000 sec): 3 clusters
  Score: Raw -2826466.886073 + Penalty 4860.476862 = -2821606.409211
  nChanged 56
		SP:Iteration 41Q (28740.590000 sec): 3 clusters
  Score: Raw -2826475.802469 + Penalty 4860.476862 = -2821615.325607
  nChanged 71
		SP:Iteration 42Q (28740.910000 sec): 3 clusters
  Score: Raw -2826486.775183 + Penalty 4860.476862 = -2821626.298321
  nChanged 64
		SP:Iteration 43Q (28741.160000 sec): 3 clusters
  Score: Raw -2826497.264380 + Penalty 4860.476862 = -2821636.787518
  nChanged 77
		SP:Iteration 44Q (28741.450000 sec): 3 clusters
  Score: Raw -2826511.323729 + Penalty 4860.476862 = -2821650.846866
  nChanged 70
		SP:Iteration 45Q (28741.780000 sec): 3 clusters
  Score: Raw -2826523.459440 + Penalty 4860.476862 = -2821662.982578
  nChanged 75
		SP:Iteration 46Q (28742.130000 sec): 3 clusters
  Score: Raw -2826540.014648 + Penalty 4860.476862 = -2821679.537786
  nChanged 94
		SP:Iteration 47Q (28742.410000 sec): 3 clusters
  Score: Raw -2826563.728783 + Penalty 4860.476862 = -2821703.251921
  nChanged 95
		SP:Iteration 48Q (28742.730000 sec): 3 clusters
  Score: Raw -2826586.076764 + Penalty 4860.476862 = -2821725.599902
  nChanged 97
		SP:Iteration 49Q (28743.060000 sec): 3 clusters
  Score: Raw -2826612.327033 + Penalty 4860.476862 = -2821751.850170
  nChanged 105
		SP:Iteration 50Q (28743.310000 sec): 3 clusters
  Score: Raw -2826639.555368 + Penalty 4860.476862 = -2821779.078506
  nChanged 92
		SP:Iteration 51Q (28743.600000 sec): 3 clusters
  Score: Raw -2826659.017322 + Penalty 4860.476862 = -2821798.540459
  nChanged 95
		SP:Iteration 52Q (28743.920000 sec): 3 clusters
  Score: Raw -2826680.431477 + Penalty 4860.476862 = -2821819.954614
  nChanged 89
		SP:Iteration 53Q (28744.220000 sec): 3 clusters
  Score: Raw -2826702.121402 + Penalty 4860.476862 = -2821841.644540
  nChanged 92
		SP:Iteration 54Q (28744.480000 sec): 3 clusters
  Score: Raw -2826720.757440 + Penalty 4860.476862 = -2821860.280578
  nChanged 77
		SP:Iteration 55Q (28744.820000 sec): 3 clusters
  Score: Raw -2826733.853811 + Penalty 4860.476862 = -2821873.376948
  nChanged 60
		SP:Iteration 56Q (28745.070000 sec): 3 clusters
  Score: Raw -2826744.286390 + Penalty 4860.476862 = -2821883.809527
  nChanged 66
		SP:Iteration 57Q (28745.390000 sec): 3 clusters
  Score: Raw -2826756.121617 + Penalty 4860.476862 = -2821895.644755
  nChanged 69
		SP:Iteration 58Q (28745.710000 sec): 3 clusters
  Score: Raw -2826768.840509 + Penalty 4860.476862 = -2821908.363646
  nChanged 60
		SP:Iteration 59Q (28746.000000 sec): 3 clusters
  Score: Raw -2826779.165902 + Penalty 4860.476862 = -2821918.689040
  nChanged 50
		SP:Iteration 60F (28746.320000 sec): 3 clusters
  Score: Raw -2826787.812136 + Penalty 4860.476862 = -2821927.335274
  nChanged 50
		SP:Iteration 61Q (28746.640000 sec): 3 clusters
  Score: Raw -2826795.694285 + Penalty 4860.476862 = -2821935.217423
  nChanged 44
		SP:Iteration 62Q (28746.900000 sec): 3 clusters
  Score: Raw -2826801.597446 + Penalty 4860.476862 = -2821941.120584
  nChanged 40
		SP:Iteration 63Q (28747.230000 sec): 3 clusters
  Score: Raw -2826806.977748 + Penalty 4860.476862 = -2821946.500886
  nChanged 40
		SP:Iteration 64Q (28747.570000 sec): 3 clusters
  Score: Raw -2826812.122752 + Penalty 4860.476862 = -2821951.645889
  nChanged 35
		SP:Iteration 65Q (28747.820000 sec): 3 clusters
  Score: Raw -2826815.989365 + Penalty 4860.476862 = -2821955.512503
  nChanged 23
		SP:Iteration 66Q (28748.120000 sec): 3 clusters
  Score: Raw -2826818.221850 + Penalty 4860.476862 = -2821957.744988
  nChanged 23
		SP:Iteration 67Q (28748.360000 sec): 3 clusters
  Score: Raw -2826820.874821 + Penalty 4860.476862 = -2821960.397959
  nChanged 23
		SP:Iteration 68Q (28748.640000 sec): 3 clusters
  Score: Raw -2826822.856789 + Penalty 4860.476862 = -2821962.379927
  nChanged 16
		SP:Iteration 69Q (28748.940000 sec): 3 clusters
  Score: Raw -2826824.295577 + Penalty 4860.476862 = -2821963.818714
  nChanged 14
		SP:Iteration 70Q (28749.260000 sec): 3 clusters
  Score: Raw -2826825.913161 + Penalty 4860.476862 = -2821965.436298
  nChanged 20
		SP:Iteration 71Q (28749.530000 sec): 3 clusters
  Score: Raw -2826828.449107 + Penalty 4860.476862 = -2821967.972244
  nChanged 21
		SP:Iteration 72Q (28749.870000 sec): 3 clusters
  Score: Raw -2826830.778440 + Penalty 4860.476862 = -2821970.301578
  nChanged 16
		SP:Iteration 73Q (28750.170000 sec): 3 clusters
  Score: Raw -2826832.119291 + Penalty 4860.476862 = -2821971.642428
  nChanged 9
		SP:Iteration 74Q (28750.490000 sec): 3 clusters
  Score: Raw -2826832.805680 + Penalty 4860.476862 = -2821972.328818
  nChanged 9
		SP:Iteration 75Q (28750.800000 sec): 3 clusters
  Score: Raw -2826833.977362 + Penalty 4860.476862 = -2821973.500499
  nChanged 16
		SP:Iteration 76Q (28751.090000 sec): 3 clusters
  Score: Raw -2826836.155244 + Penalty 4860.476862 = -2821975.678381
  nChanged 17
		SP:Iteration 77Q (28751.410000 sec): 3 clusters
  Score: Raw -2826837.545266 + Penalty 4860.476862 = -2821977.068404
  nChanged 15
		SP:Iteration 78Q (28751.700000 sec): 3 clusters
  Score: Raw -2826838.997574 + Penalty 4860.476862 = -2821978.520711
  nChanged 19
		SP:Iteration 79Q (28751.980000 sec): 3 clusters
  Score: Raw -2826841.014334 + Penalty 4860.476862 = -2821980.537471
  nChanged 19
		SP:Iteration 80F (28752.320000 sec): 3 clusters
  Score: Raw -2826843.191534 + Penalty 4860.476862 = -2821982.714671
  nChanged 17
		SP:Iteration 81Q (28752.650000 sec): 3 clusters
  Score: Raw -2826844.605614 + Penalty 4860.476862 = -2821984.128752
  nChanged 14
		SP:Iteration 82Q (28752.950000 sec): 3 clusters
  Score: Raw -2826846.052414 + Penalty 4860.476862 = -2821985.575551
  nChanged 23
		SP:Iteration 83Q (28753.280000 sec): 3 clusters
  Score: Raw -2826848.807896 + Penalty 4860.476862 = -2821988.331034
  nChanged 34
		SP:Iteration 84Q (28753.630000 sec): 3 clusters
  Score: Raw -2826853.159781 + Penalty 4860.476862 = -2821992.682918
  nChanged 36
		SP:Iteration 85Q (28753.910000 sec): 3 clusters
  Score: Raw -2826857.229072 + Penalty 4860.476862 = -2821996.752210
  nChanged 33
		SP:Iteration 86Q (28754.270000 sec): 3 clusters
  Score: Raw -2826861.723454 + Penalty 4860.476862 = -2822001.246592
  nChanged 37
		SP:Iteration 87Q (28754.520000 sec): 3 clusters
  Score: Raw -2826866.202949 + Penalty 4860.476862 = -2822005.726087
  nChanged 34
		SP:Iteration 88Q (28754.820000 sec): 3 clusters
  Score: Raw -2826870.383686 + Penalty 4860.476862 = -2822009.906824
  nChanged 31
		SP:Iteration 89Q (28755.110000 sec): 3 clusters
  Score: Raw -2826873.714468 + Penalty 4860.476862 = -2822013.237606
  nChanged 27
		SP:Iteration 90Q (28755.450000 sec): 3 clusters
  Score: Raw -2826876.500241 + Penalty 4860.476862 = -2822016.023379
  nChanged 25
		SP:Iteration 91Q (28755.720000 sec): 3 clusters
  Score: Raw -2826879.251876 + Penalty 4860.476862 = -2822018.775013
  nChanged 26
		SP:Iteration 92Q (28755.990000 sec): 3 clusters
  Score: Raw -2826881.952951 + Penalty 4860.476862 = -2822021.476089
  nChanged 28
		SP:Iteration 93Q (28756.280000 sec): 3 clusters
  Score: Raw -2826885.405255 + Penalty 4860.476862 = -2822024.928393
  nChanged 27
		SP:Iteration 94Q (28756.640000 sec): 3 clusters
  Score: Raw -2826889.469687 + Penalty 4860.476862 = -2822028.992825
  nChanged 26
		SP:Iteration 95Q (28756.930000 sec): 3 clusters
  Score: Raw -2826892.487320 + Penalty 4860.476862 = -2822032.010458
  nChanged 35
		SP:Iteration 96Q (28757.220000 sec): 3 clusters
  Score: Raw -2826897.034085 + Penalty 4860.476862 = -2822036.557223
  nChanged 33
		SP:Iteration 97Q (28757.540000 sec): 3 clusters
  Score: Raw -2826901.501035 + Penalty 4860.476862 = -2822041.024173
  nChanged 31
		SP:Iteration 98Q (28757.880000 sec): 3 clusters
  Score: Raw -2826905.080752 + Penalty 4860.476862 = -2822044.603890
  nChanged 37
		SP:Iteration 99Q (28758.110000 sec): 3 clusters
  Score: Raw -2826910.979380 + Penalty 4860.476862 = -2822050.502518
  nChanged 44
		SP:Iteration 100F (28758.400000 sec): 3 clusters
  Score: Raw -2826917.036458 + Penalty 4860.476862 = -2822056.559596
  nChanged 39
		SP:Iteration 101Q (28758.690000 sec): 3 clusters
  Score: Raw -2826922.746499 + Penalty 4860.476862 = -2822062.269637
  nChanged 38
		SP:Iteration 102Q (28758.970000 sec): 3 clusters
  Score: Raw -2826928.271766 + Penalty 4860.476862 = -2822067.794904
  nChanged 35
		SP:Iteration 103Q (28759.250000 sec): 3 clusters
  Score: Raw -2826932.430477 + Penalty 4860.476862 = -2822071.953615
  nChanged 31
		SP:Iteration 104Q (28759.560000 sec): 3 clusters
  Score: Raw -2826935.999617 + Penalty 4860.476862 = -2822075.522755
  nChanged 33
		SP:Iteration 105Q (28759.840000 sec): 3 clusters
  Score: Raw -2826940.671927 + Penalty 4860.476862 = -2822080.195065
  nChanged 43
		SP:Iteration 106Q (28760.090000 sec): 3 clusters
  Score: Raw -2826946.795251 + Penalty 4860.476862 = -2822086.318389
  nChanged 46
		SP:Iteration 107Q (28760.410000 sec): 3 clusters
  Score: Raw -2826954.428746 + Penalty 4860.476862 = -2822093.951883
  nChanged 53
		SP:Iteration 108Q (28760.670000 sec): 3 clusters
  Score: Raw -2826961.819556 + Penalty 4860.476862 = -2822101.342694
  nChanged 49
		SP:Iteration 109Q (28760.980000 sec): 3 clusters
  Score: Raw -2826970.503319 + Penalty 4860.476862 = -2822110.026457
  nChanged 51
		SP:Iteration 110Q (28761.210000 sec): 3 clusters
  Score: Raw -2826979.080585 + Penalty 4860.476862 = -2822118.603722
  nChanged 54
		SP:Iteration 111Q (28761.460000 sec): 3 clusters
  Score: Raw -2826987.922944 + Penalty 4860.476862 = -2822127.446081
  nChanged 53
		SP:Iteration 112Q (28761.780000 sec): 3 clusters
  Score: Raw -2826996.706020 + Penalty 4860.476862 = -2822136.229158
  nChanged 60
		SP:Iteration 113Q (28762.010000 sec): 3 clusters
  Score: Raw -2827006.667316 + Penalty 4860.476862 = -2822146.190454
  nChanged 63
		SP:Iteration 114Q (28762.300000 sec): 3 clusters
  Score: Raw -2827018.225770 + Penalty 4860.476862 = -2822157.748908
  nChanged 69
		SP:Iteration 115Q (28762.570000 sec): 3 clusters
  Score: Raw -2827028.553817 + Penalty 4860.476862 = -2822168.076954
  nChanged 57
		SP:Iteration 116Q (28762.870000 sec): 3 clusters
  Score: Raw -2827038.372192 + Penalty 4860.476862 = -2822177.895330
  nChanged 63
		SP:Iteration 117Q (28763.100000 sec): 3 clusters
  Score: Raw -2827050.073638 + Penalty 4860.476862 = -2822189.596776
  nChanged 67
		SP:Iteration 118Q (28763.310000 sec): 3 clusters
  Score: Raw -2827064.422733 + Penalty 4860.476862 = -2822203.945871
  nChanged 70
		SP:Iteration 119Q (28763.580000 sec): 3 clusters
  Score: Raw -2827077.716826 + Penalty 4860.476862 = -2822217.239964
  nChanged 68
		SP:Iteration 120F (28763.830000 sec): 3 clusters
  Score: Raw -2827090.690910 + Penalty 4860.476862 = -2822230.214048
  nChanged 68
		SP:Iteration 121Q (28764.060000 sec): 3 clusters
  Score: Raw -2827103.234023 + Penalty 4860.476862 = -2822242.757161
  nChanged 65
		SP:Iteration 122Q (28764.380000 sec): 3 clusters
  Score: Raw -2827114.175894 + Penalty 4860.476862 = -2822253.699031
  nChanged 65
		SP:Iteration 123Q (28764.670000 sec): 3 clusters
  Score: Raw -2827126.944727 + Penalty 4860.476862 = -2822266.467864
  nChanged 65
		SP:Iteration 124Q (28764.950000 sec): 3 clusters
  Score: Raw -2827139.051211 + Penalty 4860.476862 = -2822278.574349
  nChanged 73
		SP:Iteration 125Q (28765.170000 sec): 3 clusters
  Score: Raw -2827150.692075 + Penalty 4860.476862 = -2822290.215213
  nChanged 54
		SP:Iteration 126Q (28765.420000 sec): 3 clusters
  Score: Raw -2827160.855215 + Penalty 4860.476862 = -2822300.378352
  nChanged 59
		SP:Iteration 127Q (28765.700000 sec): 3 clusters
  Score: Raw -2827172.063333 + Penalty 4860.476862 = -2822311.586471
  nChanged 59
		SP:Iteration 128Q (28766.010000 sec): 3 clusters
  Score: Raw -2827183.311867 + Penalty 4860.476862 = -2822322.835004
  nChanged 60
		SP:Iteration 129Q (28766.230000 sec): 3 clusters
  Score: Raw -2827195.643800 + Penalty 4860.476862 = -2822335.166938
  nChanged 67
		SP:Iteration 130Q (28766.490000 sec): 3 clusters
  Score: Raw -2827210.324832 + Penalty 4860.476862 = -2822349.847970
  nChanged 74
		SP:Iteration 131Q (28766.770000 sec): 3 clusters
  Score: Raw -2827226.497467 + Penalty 4860.476862 = -2822366.020604
  nChanged 70
		SP:Iteration 132Q (28767.070000 sec): 3 clusters
  Score: Raw -2827241.185817 + Penalty 4860.476862 = -2822380.708955
  nChanged 81
		SP:Iteration 133Q (28767.340000 sec): 3 clusters
  Score: Raw -2827259.793571 + Penalty 4860.476862 = -2822399.316709
  nChanged 80
		SP:Iteration 134Q (28767.600000 sec): 3 clusters
  Score: Raw -2827276.920520 + Penalty 4860.476862 = -2822416.443657
  nChanged 77
		SP:Iteration 135Q (28767.870000 sec): 3 clusters
  Score: Raw -2827292.907802 + Penalty 4860.476862 = -2822432.430940
  nChanged 74
		SP:Iteration 136Q (28768.190000 sec): 3 clusters
  Score: Raw -2827308.133097 + Penalty 4860.476862 = -2822447.656235
  nChanged 72
		SP:Iteration 137Q (28768.500000 sec): 3 clusters
  Score: Raw -2827324.920963 + Penalty 4860.476862 = -2822464.444100
  nChanged 84
		SP:Iteration 138Q (28768.800000 sec): 3 clusters
  Score: Raw -2827344.772999 + Penalty 4860.476862 = -2822484.296137
  nChanged 86
		SP:Iteration 139Q (28769.070000 sec): 3 clusters
  Score: Raw -2827366.034296 + Penalty 4860.476862 = -2822505.557434
  nChanged 75
		SP:Iteration 140F (28769.370000 sec): 3 clusters
  Score: Raw -2827383.909081 + Penalty 4860.476862 = -2822523.432219
  nChanged 81
		SP:Iteration 141Q (28769.660000 sec): 3 clusters
  Score: Raw -2827403.346094 + Penalty 4860.476862 = -2822542.869232
  nChanged 81
		SP:Iteration 142Q (28769.900000 sec): 3 clusters
  Score: Raw -2827419.752552 + Penalty 4860.476862 = -2822559.275690
  nChanged 80
		SP:Iteration 143Q (28770.260000 sec): 3 clusters
  Score: Raw -2827437.982736 + Penalty 4860.476862 = -2822577.505874
  nChanged 79
		SP:Iteration 144Q (28770.500000 sec): 3 clusters
  Score: Raw -2827456.425889 + Penalty 4860.476862 = -2822595.949027
  nChanged 77
		SP:Iteration 145Q (28770.790000 sec): 3 clusters
  Score: Raw -2827472.530111 + Penalty 4860.476862 = -2822612.053249
  nChanged 80
		SP:Iteration 146Q (28771.080000 sec): 3 clusters
  Score: Raw -2827490.863555 + Penalty 4860.476862 = -2822630.386692
  nChanged 81
		SP:Iteration 147Q (28771.320000 sec): 3 clusters
  Score: Raw -2827511.094797 + Penalty 4860.476862 = -2822650.617935
  nChanged 85
		SP:Iteration 148Q (28771.580000 sec): 3 clusters
  Score: Raw -2827533.181161 + Penalty 4860.476862 = -2822672.704298
  nChanged 95
		SP:Iteration 149Q (28771.820000 sec): 3 clusters
  Score: Raw -2827558.057082 + Penalty 4860.476862 = -2822697.580219
  nChanged 93
		SP:Iteration 150Q (28772.180000 sec): 3 clusters
  Score: Raw -2827582.635271 + Penalty 4860.476862 = -2822722.158409
  nChanged 87
		SP:Iteration 151Q (28772.440000 sec): 3 clusters
  Score: Raw -2827604.269866 + Penalty 4860.476862 = -2822743.793004
  nChanged 96
		SP:Iteration 152Q (28772.720000 sec): 3 clusters
  Score: Raw -2827627.408351 + Penalty 4860.476862 = -2822766.931489
  nChanged 93
		SP:Iteration 153Q (28773.000000 sec): 3 clusters
  Score: Raw -2827649.548439 + Penalty 4860.476862 = -2822789.071576
  nChanged 80
		SP:Iteration 154Q (28773.300000 sec): 3 clusters
  Score: Raw -2827663.747181 + Penalty 4860.476862 = -2822803.270319
  nChanged 60
		SP:Iteration 155Q (28773.550000 sec): 3 clusters
  Score: Raw -2827673.854122 + Penalty 4860.476862 = -2822813.377259
  nChanged 58
		SP:Iteration 156Q (28773.860000 sec): 3 clusters
  Score: Raw -2827682.193675 + Penalty 4860.476862 = -2822821.716813
  nChanged 46
		SP:Iteration 157Q (28774.140000 sec): 3 clusters
  Score: Raw -2827689.296771 + Penalty 4860.476862 = -2822828.819908
  nChanged 48
		SP:Iteration 158Q (28774.400000 sec): 3 clusters
  Score: Raw -2827697.776178 + Penalty 4860.476862 = -2822837.299316
  nChanged 43
		SP:Iteration 159Q (28774.700000 sec): 3 clusters
  Score: Raw -2827705.122103 + Penalty 4860.476862 = -2822844.645240
  nChanged 39
		SP:Iteration 160F (28774.980000 sec): 3 clusters
  Score: Raw -2827710.023824 + Penalty 4860.476862 = -2822849.546961
  nChanged 33
		SP:Iteration 161Q (28775.310000 sec): 3 clusters
  Score: Raw -2827713.772617 + Penalty 4860.476862 = -2822853.295755
  nChanged 26
		SP:Iteration 162Q (28775.630000 sec): 3 clusters
  Score: Raw -2827716.542076 + Penalty 4860.476862 = -2822856.065213
  nChanged 20
		SP:Iteration 163Q (28775.880000 sec): 3 clusters
  Score: Raw -2827718.500964 + Penalty 4860.476862 = -2822858.024102
  nChanged 19
		SP:Iteration 164Q (28776.140000 sec): 3 clusters
  Score: Raw -2827720.239690 + Penalty 4860.476862 = -2822859.762828
  nChanged 12
		SP:Iteration 165Q (28776.460000 sec): 3 clusters
  Score: Raw -2827721.362236 + Penalty 4860.476862 = -2822860.885374
  nChanged 17
		SP:Iteration 166Q (28776.780000 sec): 3 clusters
  Score: Raw -2827723.228832 + Penalty 4860.476862 = -2822862.751970
  nChanged 18
		SP:Iteration 167Q (28777.070000 sec): 3 clusters
  Score: Raw -2827725.397868 + Penalty 4860.476862 = -2822864.921006
  nChanged 16
		SP:Iteration 168Q (28777.340000 sec): 3 clusters
  Score: Raw -2827726.627040 + Penalty 4860.476862 = -2822866.150178
  nChanged 10
		SP:Iteration 169Q (28777.620000 sec): 3 clusters
  Score: Raw -2827727.172218 + Penalty 4860.476862 = -2822866.695356
  nChanged 8
		SP:Iteration 170Q (28777.980000 sec): 3 clusters
  Score: Raw -2827727.694848 + Penalty 4860.476862 = -2822867.217985
  nChanged 8
		SP:Iteration 171Q (28778.200000 sec): 3 clusters
  Score: Raw -2827728.313282 + Penalty 4860.476862 = -2822867.836419
  nChanged 7
		SP:Iteration 172Q (28778.510000 sec): 3 clusters
  Score: Raw -2827728.881012 + Penalty 4860.476862 = -2822868.404150
  nChanged 10
		SP:Iteration 173Q (28778.750000 sec): 3 clusters
  Score: Raw -2827729.708226 + Penalty 4860.476862 = -2822869.231364
  nChanged 8
		SP:Iteration 174Q (28779.040000 sec): 3 clusters
  Score: Raw -2827730.435560 + Penalty 4860.476862 = -2822869.958698
  nChanged 10
		SP:Iteration 175Q (28779.300000 sec): 3 clusters
  Score: Raw -2827731.315779 + Penalty 4860.476862 = -2822870.838917
  nChanged 11
		SP:Iteration 176Q (28779.630000 sec): 3 clusters
  Score: Raw -2827732.418876 + Penalty 4860.476862 = -2822871.942014
  nChanged 16
		SP:Iteration 177Q (28779.920000 sec): 3 clusters
  Score: Raw -2827733.914778 + Penalty 4860.476862 = -2822873.437916
  nChanged 12
		SP:Iteration 178Q (28780.160000 sec): 3 clusters
  Score: Raw -2827735.083134 + Penalty 4860.476862 = -2822874.606271
  nChanged 7
		SP:Iteration 179Q (28780.440000 sec): 3 clusters
  Score: Raw -2827735.634592 + Penalty 4860.476862 = -2822875.157730
  nChanged 7
		SP:Iteration 180F (28780.790000 sec): 3 clusters
  Score: Raw -2827736.161855 + Penalty 4860.476862 = -2822875.684993
  nChanged 2
		SP:Iteration 181Q (28781.120000 sec): 3 clusters
  Score: Raw -2827736.289115 + Penalty 4860.476862 = -2822875.812253
  nChanged 2
		SP:Iteration 182Q (28781.380000 sec): 3 clusters
  Score: Raw -2827736.454374 + Penalty 4860.476862 = -2822875.977512
  nChanged 3
		SP:Iteration 183Q (28781.660000 sec): 3 clusters
  Score: Raw -2827736.677388 + Penalty 4860.476862 = -2822876.200526
  nChanged 2
		SP:Iteration 184Q (28781.910000 sec): 3 clusters
  Score: Raw -2827736.786205 + Penalty 4860.476862 = -2822876.309342
  nChanged 2
		SP:Iteration 185Q (28782.220000 sec): 3 clusters
  Score: Raw -2827736.903359 + Penalty 4860.476862 = -2822876.426497
  nChanged 3
		SP:Iteration 186Q (28782.580000 sec): 3 clusters
  Score: Raw -2827737.187379 + Penalty 4860.476862 = -2822876.710516
  nChanged 7
		SP:Iteration 187Q (28782.810000 sec): 3 clusters
  Score: Raw -2827737.771774 + Penalty 4860.476862 = -2822877.294912
  nChanged 8
		SP:Iteration 188Q (28783.180000 sec): 3 clusters
  Score: Raw -2827738.441915 + Penalty 4860.476862 = -2822877.965053
  nChanged 6
		SP:Iteration 189Q (28783.420000 sec): 3 clusters
  Score: Raw -2827738.905944 + Penalty 4860.476862 = -2822878.429082
  nChanged 4
		SP:Iteration 190Q (28783.720000 sec): 3 clusters
  Score: Raw -2827739.208818 + Penalty 4860.476862 = -2822878.731956
  nChanged 3
		SP:Iteration 191Q (28784.010000 sec): 3 clusters
  Score: Raw -2827739.440954 + Penalty 4860.476862 = -2822878.964091
  nChanged 1
		SP:Iteration 192Q (28784.230000 sec): 3 clusters
  Score: Raw -2827739.537892 + Penalty 4860.476862 = -2822879.061030
  nChanged 2
		SP:Iteration 193Q (28784.550000 sec): 3 clusters
  Score: Raw -2827739.749018 + Penalty 4860.476862 = -2822879.272155
  nChanged 3
		SP:Iteration 194Q (28784.810000 sec): 3 clusters
  Score: Raw -2827740.104825 + Penalty 4860.476862 = -2822879.627962
  nChanged 2
		SP:Iteration 195Q (28785.110000 sec): 3 clusters
  Score: Raw -2827740.322281 + Penalty 4860.476862 = -2822879.845418
  nChanged 3
		SP:Iteration 196Q (28785.360000 sec): 3 clusters
  Score: Raw -2827740.525555 + Penalty 4860.476862 = -2822880.048693
  nChanged 4
		SP:Iteration 197Q (28785.620000 sec): 3 clusters
  Score: Raw -2827740.857275 + Penalty 4860.476862 = -2822880.380413
  nChanged 2
		SP:Iteration 198Q (28785.880000 sec): 3 clusters
  Score: Raw -2827740.967676 + Penalty 4860.476862 = -2822880.490813
  nChanged 5
		SP:Iteration 199Q (28786.100000 sec): 3 clusters
  Score: Raw -2827741.322993 + Penalty 4860.476862 = -2822880.846131
  nChanged 6
		SP:Iteration 200F (28786.350000 sec): 3 clusters
  Score: Raw -2827741.932253 + Penalty 4860.476862 = -2822881.455390
  nChanged 4
		SP:Iteration 201Q (28786.660000 sec): 3 clusters
  Score: Raw -2827742.304540 + Penalty 4860.476862 = -2822881.827677
  nChanged 3
		SP:Iteration 202Q (28786.940000 sec): 3 clusters
  Score: Raw -2827742.507126 + Penalty 4860.476862 = -2822882.030264
  nChanged 4
		SP:Iteration 203Q (28787.200000 sec): 3 clusters
  Score: Raw -2827742.809976 + Penalty 4860.476862 = -2822882.333113
  nChanged 2
		SP:Iteration 204Q (28787.410000 sec): 3 clusters
  Score: Raw -2827742.906589 + Penalty 4860.476862 = -2822882.429727
  nChanged 2
		SP:Iteration 205Q (28787.590000 sec): 3 clusters
  Score: Raw -2827743.150424 + Penalty 4860.476862 = -2822882.673562
  nChanged 4
		SP:Iteration 206Q (28787.880000 sec): 3 clusters
  Score: Raw -2827743.478777 + Penalty 4860.476862 = -2822883.001914
  nChanged 3
		SP:Iteration 207Q (28788.130000 sec): 3 clusters
  Score: Raw -2827743.645784 + Penalty 4860.476862 = -2822883.168921
  nChanged 2
		SP:Iteration 208Q (28788.390000 sec): 3 clusters
  Score: Raw -2827743.719992 + Penalty 4860.476862 = -2822883.243129
  nChanged 1
		SP:Iteration 209Q (28788.610000 sec): 3 clusters
  Score: Raw -2827743.860010 + Penalty 4860.476862 = -2822883.383148
  nChanged 2
		SP:Iteration 210Q (28788.880000 sec): 3 clusters
  Score: Raw -2827744.100887 + Penalty 4860.476862 = -2822883.624025
  nChanged 1
		SP:Iteration 211Q (28789.150000 sec): 3 clusters
  Score: Raw -2827744.210825 + Penalty 4860.476862 = -2822883.733963
  nChanged 3
		SP:Iteration 212Q (28789.450000 sec): 3 clusters
  Score: Raw -2827744.465292 + Penalty 4860.476862 = -2822883.988429
  nChanged 2
		SP:Iteration 213Q (28789.690000 sec): 3 clusters
  Score: Raw -2827744.605222 + Penalty 4860.476862 = -2822884.128360
  nChanged 1
		SP:Iteration 214Q (28790.000000 sec): 3 clusters
  Score: Raw -2827744.706782 + Penalty 4860.476862 = -2822884.229920
  nChanged 1
		SP:Iteration 215Q (28790.260000 sec): 3 clusters
  Score: Raw -2827744.812977 + Penalty 4860.476862 = -2822884.336115
  nChanged 1
		SP:Iteration 216Q (28790.530000 sec): 3 clusters
  Score: Raw -2827744.903310 + Penalty 4860.476862 = -2822884.426448
  nChanged 0
		SP:Iteration 217F (28790.740000 sec): 3 clusters
  Score: Raw -2827744.903310 + Penalty 4860.476862 = -2822884.426448
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (14879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28790.930000 sec): 2 clusters
  Score: Raw -2225277.246951 + Penalty 2382.711113 = -2222894.535838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28791.140000 sec): 3 clusters
  Score: Raw -2216894.970343 + Penalty 4765.422227 = -2212129.548117
  nChanged 6514
		SP:Iteration 1F (28791.380000 sec): 3 clusters
  Score: Raw -2220608.362040 + Penalty 4765.422227 = -2215842.939814
  nChanged 998
		SP:Iteration 2F (28791.610000 sec): 3 clusters
  Score: Raw -2221158.147382 + Penalty 4765.422227 = -2216392.725156
  nChanged 904
		SP:Iteration 3F (28791.840000 sec): 3 clusters
  Score: Raw -2221613.031753 + Penalty 4765.422227 = -2216847.609526
  nChanged 740
		SP:Iteration 4Q (28792.130000 sec): 3 clusters
  Score: Raw -2221965.481847 + Penalty 4765.422227 = -2217200.059621
  nChanged 629
		SP:Iteration 5Q (28792.400000 sec): 3 clusters
  Score: Raw -2222237.981830 + Penalty 4765.422227 = -2217472.559603
  nChanged 531
		SP:Iteration 6Q (28792.630000 sec): 3 clusters
  Score: Raw -2222460.642868 + Penalty 4765.422227 = -2217695.220641
  nChanged 461
		SP:Iteration 7Q (28792.840000 sec): 3 clusters
  Score: Raw -2222633.423479 + Penalty 4765.422227 = -2217868.001253
  nChanged 437
		SP:Iteration 8Q (28793.080000 sec): 3 clusters
  Score: Raw -2222808.451341 + Penalty 4765.422227 = -2218043.029114
  nChanged 421
		SP:Iteration 9Q (28793.330000 sec): 3 clusters
  Score: Raw -2222975.271302 + Penalty 4765.422227 = -2218209.849075
  nChanged 381
		SP:Iteration 10Q (28793.600000 sec): 3 clusters
  Score: Raw -2223116.767534 + Penalty 4765.422227 = -2218351.345308
  nChanged 348
		SP:Iteration 11Q (28793.850000 sec): 3 clusters
  Score: Raw -2223245.588947 + Penalty 4765.422227 = -2218480.166721
  nChanged 307
		SP:Iteration 12Q (28794.090000 sec): 3 clusters
  Score: Raw -2223348.217647 + Penalty 4765.422227 = -2218582.795420
  nChanged 275
		SP:Iteration 13Q (28794.320000 sec): 3 clusters
  Score: Raw -2223426.392909 + Penalty 4765.422227 = -2218660.970683
  nChanged 240
		SP:Iteration 14Q (28794.550000 sec): 3 clusters
  Score: Raw -2223491.134369 + Penalty 4765.422227 = -2218725.712142
  nChanged 201
		SP:Iteration 15Q (28794.770000 sec): 3 clusters
  Score: Raw -2223549.292260 + Penalty 4765.422227 = -2218783.870033
  nChanged 202
		SP:Iteration 16Q (28795.010000 sec): 3 clusters
  Score: Raw -2223610.777411 + Penalty 4765.422227 = -2218845.355185
  nChanged 216
		SP:Iteration 17Q (28795.250000 sec): 3 clusters
  Score: Raw -2223671.115704 + Penalty 4765.422227 = -2218905.693477
  nChanged 206
		SP:Iteration 18Q (28795.500000 sec): 3 clusters
  Score: Raw -2223735.751528 + Penalty 4765.422227 = -2218970.329302
  nChanged 183
		SP:Iteration 19Q (28795.720000 sec): 3 clusters
  Score: Raw -2223791.579970 + Penalty 4765.422227 = -2219026.157743
  nChanged 189
		SP:Iteration 20F (28795.970000 sec): 3 clusters
  Score: Raw -2223846.467364 + Penalty 4765.422227 = -2219081.045137
  nChanged 206
		SP:Iteration 21Q (28796.170000 sec): 3 clusters
  Score: Raw -2223912.292916 + Penalty 4765.422227 = -2219146.870690
  nChanged 215
		SP:Iteration 22Q (28796.410000 sec): 3 clusters
  Score: Raw -2223978.580848 + Penalty 4765.422227 = -2219213.158621
  nChanged 226
		SP:Iteration 23Q (28796.680000 sec): 3 clusters
  Score: Raw -2224051.708749 + Penalty 4765.422227 = -2219286.286522
  nChanged 264
		SP:Iteration 24Q (28796.900000 sec): 3 clusters
  Score: Raw -2224151.020910 + Penalty 4765.422227 = -2219385.598684
  nChanged 267
		SP:Iteration 25Q (28797.180000 sec): 3 clusters
  Score: Raw -2224262.780803 + Penalty 4765.422227 = -2219497.358577
  nChanged 291
		SP:Iteration 26Q (28797.450000 sec): 3 clusters
  Score: Raw -2224383.797202 + Penalty 4765.422227 = -2219618.374976
  nChanged 283
		SP:Iteration 27Q (28797.660000 sec): 3 clusters
  Score: Raw -2224532.353627 + Penalty 4765.422227 = -2219766.931401
  nChanged 314
		SP:Iteration 28Q (28797.890000 sec): 3 clusters
  Score: Raw -2224694.393562 + Penalty 4765.422227 = -2219928.971335
  nChanged 280
		SP:Iteration 29Q (28798.190000 sec): 3 clusters
  Score: Raw -2224827.403161 + Penalty 4765.422227 = -2220061.980935
  nChanged 282
		SP:Iteration 30Q (28798.440000 sec): 3 clusters
  Score: Raw -2224965.687022 + Penalty 4765.422227 = -2220200.264796
  nChanged 268
		SP:Iteration 31Q (28798.620000 sec): 3 clusters
  Score: Raw -2225113.686250 + Penalty 4765.422227 = -2220348.264023
  nChanged 251
		SP:Iteration 32Q (28798.870000 sec): 3 clusters
  Score: Raw -2225250.541959 + Penalty 4765.422227 = -2220485.119733
  nChanged 223
		SP:Iteration 33Q (28799.190000 sec): 3 clusters
  Score: Raw -2225370.033586 + Penalty 4765.422227 = -2220604.611359
  nChanged 192
		SP:Iteration 34Q (28799.410000 sec): 3 clusters
  Score: Raw -2225464.528409 + Penalty 4765.422227 = -2220699.106183
  nChanged 163
		SP:Iteration 35Q (28799.670000 sec): 3 clusters
  Score: Raw -2225544.016201 + Penalty 4765.422227 = -2220778.593974
  nChanged 139
		SP:Iteration 36Q (28799.880000 sec): 3 clusters
  Score: Raw -2225615.415497 + Penalty 4765.422227 = -2220849.993270
  nChanged 118
		SP:Iteration 37Q (28800.130000 sec): 3 clusters
  Score: Raw -2225681.907238 + Penalty 4765.422227 = -2220916.485011
  nChanged 122
		SP:Iteration 38Q (28800.330000 sec): 3 clusters
  Score: Raw -2225752.948465 + Penalty 4765.422227 = -2220987.526239
  nChanged 92
		SP:Iteration 39Q (28800.560000 sec): 3 clusters
  Score: Raw -2225798.962264 + Penalty 4765.422227 = -2221033.540037
  nChanged 83
		SP:Iteration 40F (28800.870000 sec): 3 clusters
  Score: Raw -2225846.530722 + Penalty 4765.422227 = -2221081.108495
  nChanged 73
		SP:Iteration 41Q (28801.070000 sec): 3 clusters
  Score: Raw -2225885.232019 + Penalty 4765.422227 = -2221119.809793
  nChanged 77
		SP:Iteration 42Q (28801.290000 sec): 3 clusters
  Score: Raw -2225926.817912 + Penalty 4765.422227 = -2221161.395685
  nChanged 60
		SP:Iteration 43Q (28801.520000 sec): 3 clusters
  Score: Raw -2225954.717780 + Penalty 4765.422227 = -2221189.295554
  nChanged 50
		SP:Iteration 44Q (28801.710000 sec): 3 clusters
  Score: Raw -2225976.534733 + Penalty 4765.422227 = -2221211.112506
  nChanged 32
		SP:Iteration 45Q (28801.970000 sec): 3 clusters
  Score: Raw -2225990.761838 + Penalty 4765.422227 = -2221225.339612
  nChanged 34
		SP:Iteration 46Q (28802.100000 sec): 3 clusters
  Score: Raw -2226007.001050 + Penalty 4765.422227 = -2221241.578823
  nChanged 30
		SP:Iteration 47Q (28802.300000 sec): 3 clusters
  Score: Raw -2226021.606717 + Penalty 4765.422227 = -2221256.184490
  nChanged 28
		SP:Iteration 48Q (28802.480000 sec): 3 clusters
  Score: Raw -2226034.225963 + Penalty 4765.422227 = -2221268.803737
  nChanged 22
		SP:Iteration 49Q (28802.700000 sec): 3 clusters
  Score: Raw -2226047.305773 + Penalty 4765.422227 = -2221281.883546
  nChanged 25
		SP:Iteration 50Q (28802.950000 sec): 3 clusters
  Score: Raw -2226060.943464 + Penalty 4765.422227 = -2221295.521237
  nChanged 26
		SP:Iteration 51Q (28803.180000 sec): 3 clusters
  Score: Raw -2226074.854549 + Penalty 4765.422227 = -2221309.432322
  nChanged 23
		SP:Iteration 52Q (28803.420000 sec): 3 clusters
  Score: Raw -2226084.464182 + Penalty 4765.422227 = -2221319.041955
  nChanged 13
		SP:Iteration 53Q (28803.620000 sec): 3 clusters
  Score: Raw -2226090.818447 + Penalty 4765.422227 = -2221325.396221
  nChanged 5
		SP:Iteration 54Q (28803.900000 sec): 3 clusters
  Score: Raw -2226092.811719 + Penalty 4765.422227 = -2221327.389493
  nChanged 4
		SP:Iteration 55Q (28804.120000 sec): 3 clusters
  Score: Raw -2226094.352796 + Penalty 4765.422227 = -2221328.930569
  nChanged 6
		SP:Iteration 56Q (28804.370000 sec): 3 clusters
  Score: Raw -2226098.137580 + Penalty 4765.422227 = -2221332.715353
  nChanged 7
		SP:Iteration 57Q (28804.580000 sec): 3 clusters
  Score: Raw -2226101.017503 + Penalty 4765.422227 = -2221335.595276
  nChanged 4
		SP:Iteration 58Q (28804.780000 sec): 3 clusters
  Score: Raw -2226102.514899 + Penalty 4765.422227 = -2221337.092672
  nChanged 4
		SP:Iteration 59Q (28805.000000 sec): 3 clusters
  Score: Raw -2226105.471982 + Penalty 4765.422227 = -2221340.049755
  nChanged 6
		SP:Iteration 60F (28805.300000 sec): 3 clusters
  Score: Raw -2226108.212357 + Penalty 4765.422227 = -2221342.790130
  nChanged 3
		SP:Iteration 61Q (28805.500000 sec): 3 clusters
  Score: Raw -2226108.941253 + Penalty 4765.422227 = -2221343.519026
  nChanged 1
		SP:Iteration 62Q (28805.740000 sec): 3 clusters
  Score: Raw -2226109.789561 + Penalty 4765.422227 = -2221344.367335
  nChanged 0
		SP:Iteration 63F (28806.010000 sec): 3 clusters
  Score: Raw -2226109.789561 + Penalty 4765.422227 = -2221344.367335
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (10618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28806.180000 sec): 2 clusters
  Score: Raw -1641253.615899 + Penalty 2299.035876 = -1638954.580023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28806.380000 sec): 3 clusters
  Score: Raw -1635422.271850 + Penalty 4598.071753 = -1630824.200097
  nChanged 4509
		SP:Iteration 1F (28806.600000 sec): 3 clusters
  Score: Raw -1637935.441838 + Penalty 4598.071753 = -1633337.370086
  nChanged 808
		SP:Iteration 2F (28806.770000 sec): 3 clusters
  Score: Raw -1638434.758132 + Penalty 4598.071753 = -1633836.686380
  nChanged 699
		SP:Iteration 3F (28807.000000 sec): 3 clusters
  Score: Raw -1638862.400967 + Penalty 4598.071753 = -1634264.329215
  nChanged 654
		SP:Iteration 4F (28807.180000 sec): 3 clusters
  Score: Raw -1639271.910015 + Penalty 4598.071753 = -1634673.838262
  nChanged 607
		SP:Iteration 5F (28807.340000 sec): 3 clusters
  Score: Raw -1639657.023465 + Penalty 4598.071753 = -1635058.951712
  nChanged 533
		SP:Iteration 6F (28807.540000 sec): 3 clusters
  Score: Raw -1640022.635751 + Penalty 4598.071753 = -1635424.563998
  nChanged 511
		SP:Iteration 7Q (28807.790000 sec): 3 clusters
  Score: Raw -1640392.104310 + Penalty 4598.071753 = -1635794.032558
  nChanged 431
		SP:Iteration 8Q (28808.000000 sec): 3 clusters
  Score: Raw -1640689.785312 + Penalty 4598.071753 = -1636091.713559
  nChanged 328
		SP:Iteration 9Q (28808.200000 sec): 3 clusters
  Score: Raw -1640934.844977 + Penalty 4598.071753 = -1636336.773225
  nChanged 253
		SP:Iteration 10Q (28808.410000 sec): 3 clusters
  Score: Raw -1641135.720221 + Penalty 4598.071753 = -1636537.648469
  nChanged 200
		SP:Iteration 11Q (28808.630000 sec): 3 clusters
  Score: Raw -1641298.504764 + Penalty 4598.071753 = -1636700.433012
  nChanged 148
		SP:Iteration 12Q (28808.830000 sec): 3 clusters
  Score: Raw -1641416.933351 + Penalty 4598.071753 = -1636818.861598
  nChanged 119
		SP:Iteration 13Q (28809.050000 sec): 3 clusters
  Score: Raw -1641516.988294 + Penalty 4598.071753 = -1636918.916541
  nChanged 102
		SP:Iteration 14Q (28809.250000 sec): 3 clusters
  Score: Raw -1641598.196253 + Penalty 4598.071753 = -1637000.124500
  nChanged 89
		SP:Iteration 15Q (28809.430000 sec): 3 clusters
  Score: Raw -1641661.849890 + Penalty 4598.071753 = -1637063.778137
  nChanged 55
		SP:Iteration 16Q (28809.600000 sec): 3 clusters
  Score: Raw -1641698.969341 + Penalty 4598.071753 = -1637100.897588
  nChanged 41
		SP:Iteration 17Q (28809.790000 sec): 3 clusters
  Score: Raw -1641722.829889 + Penalty 4598.071753 = -1637124.758136
  nChanged 30
		SP:Iteration 18Q (28809.990000 sec): 3 clusters
  Score: Raw -1641740.538070 + Penalty 4598.071753 = -1637142.466317
  nChanged 24
		SP:Iteration 19Q (28810.130000 sec): 3 clusters
  Score: Raw -1641754.021805 + Penalty 4598.071753 = -1637155.950053
  nChanged 29
		SP:Iteration 20F (28810.370000 sec): 3 clusters
  Score: Raw -1641770.420733 + Penalty 4598.071753 = -1637172.348980
  nChanged 17
		SP:Iteration 21Q (28810.520000 sec): 3 clusters
  Score: Raw -1641783.632908 + Penalty 4598.071753 = -1637185.561155
  nChanged 23
		SP:Iteration 22Q (28810.740000 sec): 3 clusters
  Score: Raw -1641797.893732 + Penalty 4598.071753 = -1637199.821980
  nChanged 14
		SP:Iteration 23Q (28810.860000 sec): 3 clusters
  Score: Raw -1641806.027444 + Penalty 4598.071753 = -1637207.955692
  nChanged 14
		SP:Iteration 24Q (28811.040000 sec): 3 clusters
  Score: Raw -1641812.469055 + Penalty 4598.071753 = -1637214.397302
  nChanged 8
		SP:Iteration 25Q (28811.180000 sec): 3 clusters
  Score: Raw -1641816.281041 + Penalty 4598.071753 = -1637218.209288
  nChanged 3
		SP:Iteration 26Q (28811.440000 sec): 3 clusters
  Score: Raw -1641816.920114 + Penalty 4598.071753 = -1637218.848362
  nChanged 1
		SP:Iteration 27Q (28811.570000 sec): 3 clusters
  Score: Raw -1641817.505194 + Penalty 4598.071753 = -1637219.433441
  nChanged 3
		SP:Iteration 28Q (28811.740000 sec): 3 clusters
  Score: Raw -1641819.028158 + Penalty 4598.071753 = -1637220.956406
  nChanged 1
		SP:Iteration 29Q (28811.940000 sec): 3 clusters
  Score: Raw -1641819.423244 + Penalty 4598.071753 = -1637221.351491
  nChanged 1
		SP:Iteration 30Q (28812.140000 sec): 3 clusters
  Score: Raw -1641820.162082 + Penalty 4598.071753 = -1637222.090330
  nChanged 3
		SP:Iteration 31Q (28812.330000 sec): 3 clusters
  Score: Raw -1641821.464979 + Penalty 4598.071753 = -1637223.393227
  nChanged 1
		SP:Iteration 32Q (28812.490000 sec): 3 clusters
  Score: Raw -1641821.867913 + Penalty 4598.071753 = -1637223.796160
  nChanged 0
		SP:Iteration 33F (28812.740000 sec): 3 clusters
  Score: Raw -1641821.867913 + Penalty 4598.071753 = -1637223.796160
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (3736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28812.830000 sec): 2 clusters
  Score: Raw -547310.462508 + Penalty 2039.991158 = -545270.471349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28812.960000 sec): 3 clusters
  Score: Raw -545630.194177 + Penalty 4079.982316 = -541550.211860
  nChanged 1396
		SP:Iteration 1F (28813.100000 sec): 3 clusters
  Score: Raw -546599.565021 + Penalty 4079.982316 = -542519.582704
  nChanged 326
		SP:Iteration 2F (28813.260000 sec): 3 clusters
  Score: Raw -546881.899065 + Penalty 4079.982316 = -542801.916748
  nChanged 231
		SP:Iteration 3F (28813.450000 sec): 3 clusters
  Score: Raw -547098.112422 + Penalty 4079.982316 = -543018.130106
  nChanged 178
		SP:Iteration 4Q (28813.540000 sec): 3 clusters
  Score: Raw -547264.236880 + Penalty 4079.982316 = -543184.254563
  nChanged 153
		SP:Iteration 5Q (28813.650000 sec): 3 clusters
  Score: Raw -547401.157678 + Penalty 4079.982316 = -543321.175361
  nChanged 128
		SP:Iteration 6Q (28813.820000 sec): 3 clusters
  Score: Raw -547506.630507 + Penalty 4079.982316 = -543426.648191
  nChanged 127
		SP:Iteration 7Q (28813.960000 sec): 3 clusters
  Score: Raw -547601.504977 + Penalty 4079.982316 = -543521.522660
  nChanged 96
		SP:Iteration 8Q (28814.110000 sec): 3 clusters
  Score: Raw -547674.255993 + Penalty 4079.982316 = -543594.273676
  nChanged 97
		SP:Iteration 9Q (28814.300000 sec): 3 clusters
  Score: Raw -547746.479506 + Penalty 4079.982316 = -543666.497189
  nChanged 84
		SP:Iteration 10Q (28814.430000 sec): 3 clusters
  Score: Raw -547801.077256 + Penalty 4079.982316 = -543721.094939
  nChanged 68
		SP:Iteration 11Q (28814.580000 sec): 3 clusters
  Score: Raw -547835.259517 + Penalty 4079.982316 = -543755.277200
  nChanged 47
		SP:Iteration 12Q (28814.750000 sec): 3 clusters
  Score: Raw -547858.982836 + Penalty 4079.982316 = -543779.000520
  nChanged 30
		SP:Iteration 13Q (28814.930000 sec): 3 clusters
  Score: Raw -547873.774917 + Penalty 4079.982316 = -543793.792600
  nChanged 22
		SP:Iteration 14Q (28815.100000 sec): 3 clusters
  Score: Raw -547886.726591 + Penalty 4079.982316 = -543806.744274
  nChanged 21
		SP:Iteration 15Q (28815.230000 sec): 3 clusters
  Score: Raw -547896.055702 + Penalty 4079.982316 = -543816.073385
  nChanged 17
		SP:Iteration 16Q (28815.410000 sec): 3 clusters
  Score: Raw -547903.060065 + Penalty 4079.982316 = -543823.077748
  nChanged 12
		SP:Iteration 17Q (28815.590000 sec): 3 clusters
  Score: Raw -547908.874452 + Penalty 4079.982316 = -543828.892136
  nChanged 8
		SP:Iteration 18Q (28815.700000 sec): 3 clusters
  Score: Raw -547911.515196 + Penalty 4079.982316 = -543831.532879
  nChanged 4
		SP:Iteration 19Q (28815.910000 sec): 3 clusters
  Score: Raw -547912.565755 + Penalty 4079.982316 = -543832.583439
  nChanged 5
		SP:Iteration 20F (28816.030000 sec): 3 clusters
  Score: Raw -547914.733130 + Penalty 4079.982316 = -543834.750814
  nChanged 4
		SP:Iteration 21Q (28816.210000 sec): 3 clusters
  Score: Raw -547915.765286 + Penalty 4079.982316 = -543835.782970
  nChanged 1
		SP:Iteration 22Q (28816.340000 sec): 3 clusters
  Score: Raw -547916.181059 + Penalty 4079.982316 = -543836.198742
  nChanged 1
		SP:Iteration 23Q (28816.500000 sec): 3 clusters
  Score: Raw -547916.346067 + Penalty 4079.982316 = -543836.363751
  nChanged 0
		SP:Iteration 24F (28816.640000 sec): 3 clusters
  Score: Raw -547916.346067 + Penalty 4079.982316 = -543836.363751
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (88192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28817.180000 sec): 2 clusters
  Score: Raw -14251787.923951 + Penalty 2824.043341 = -14248963.880610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28818.140000 sec): 3 clusters
  Score: Raw -14195857.874555 + Penalty 5648.086681 = -14190209.787874
  nChanged 41352
		SP:Iteration 1F (28819.020000 sec): 3 clusters
  Score: Raw -14219243.263503 + Penalty 5648.086681 = -14213595.176821
  nChanged 3197
		SP:Iteration 2Q (28819.870000 sec): 3 clusters
  Score: Raw -14220059.573468 + Penalty 5648.086681 = -14214411.486787
  nChanged 3147
		SP:Iteration 3Q (28820.800000 sec): 3 clusters
  Score: Raw -14220913.462705 + Penalty 5648.086681 = -14215265.376024
  nChanged 3231
		SP:Iteration 4Q (28821.620000 sec): 3 clusters
  Score: Raw -14221854.123687 + Penalty 5648.086681 = -14216206.037006
  nChanged 3328
		SP:Iteration 5Q (28822.580000 sec): 3 clusters
  Score: Raw -14222944.836216 + Penalty 5648.086681 = -14217296.749535
  nChanged 3545
		SP:Iteration 6Q (28823.310000 sec): 3 clusters
  Score: Raw -14224229.140679 + Penalty 5648.086681 = -14218581.053998
  nChanged 3925
		SP:Iteration 7Q (28824.240000 sec): 3 clusters
  Score: Raw -14225850.626245 + Penalty 5648.086681 = -14220202.539564
  nChanged 4231
		SP:Iteration 8Q (28825.190000 sec): 3 clusters
  Score: Raw -14227804.504135 + Penalty 5648.086681 = -14222156.417453
  nChanged 4467
		SP:Iteration 9F (28825.990000 sec): 3 clusters
  Score: Raw -14230107.692883 + Penalty 5648.086681 = -14224459.606202
  nChanged 4442
		SP:Iteration 10F (28826.770000 sec): 3 clusters
  Score: Raw -14232766.697683 + Penalty 5648.086681 = -14227118.611002
  nChanged 4400
		SP:Iteration 11Q (28827.650000 sec): 3 clusters
  Score: Raw -14235819.156290 + Penalty 5648.086681 = -14230171.069609
  nChanged 3945
		SP:Iteration 12Q (28828.530000 sec): 3 clusters
  Score: Raw -14238585.044678 + Penalty 5648.086681 = -14232936.957996
  nChanged 3199
		SP:Iteration 13Q (28829.370000 sec): 3 clusters
  Score: Raw -14240344.909170 + Penalty 5648.086681 = -14234696.822489
  nChanged 2320
		SP:Iteration 14Q (28830.250000 sec): 3 clusters
  Score: Raw -14241300.860040 + Penalty 5648.086681 = -14235652.773359
  nChanged 1684
		SP:Iteration 15Q (28831.180000 sec): 3 clusters
  Score: Raw -14241883.155783 + Penalty 5648.086681 = -14236235.069102
  nChanged 1431
		SP:Iteration 16Q (28832.020000 sec): 3 clusters
  Score: Raw -14242386.262298 + Penalty 5648.086681 = -14236738.175617
  nChanged 1393
		SP:Iteration 17Q (28832.860000 sec): 3 clusters
  Score: Raw -14242843.111995 + Penalty 5648.086681 = -14237195.025314
  nChanged 1335
		SP:Iteration 18Q (28833.690000 sec): 3 clusters
  Score: Raw -14243266.629061 + Penalty 5648.086681 = -14237618.542380
  nChanged 1346
		SP:Iteration 19Q (28834.620000 sec): 3 clusters
  Score: Raw -14243686.488633 + Penalty 5648.086681 = -14238038.401952
  nChanged 1295
		SP:Iteration 20F (28835.450000 sec): 3 clusters
  Score: Raw -14244100.145695 + Penalty 5648.086681 = -14238452.059013
  nChanged 1266
		SP:Iteration 21Q (28836.250000 sec): 3 clusters
  Score: Raw -14244502.150860 + Penalty 5648.086681 = -14238854.064179
  nChanged 1222
		SP:Iteration 22Q (28837.070000 sec): 3 clusters
  Score: Raw -14244902.411300 + Penalty 5648.086681 = -14239254.324619
  nChanged 1263
		SP:Iteration 23Q (28837.930000 sec): 3 clusters
  Score: Raw -14245323.225947 + Penalty 5648.086681 = -14239675.139265
  nChanged 1266
		SP:Iteration 24Q (28838.780000 sec): 3 clusters
  Score: Raw -14245777.312062 + Penalty 5648.086681 = -14240129.225381
  nChanged 1272
		SP:Iteration 25Q (28839.470000 sec): 3 clusters
  Score: Raw -14246249.177115 + Penalty 5648.086681 = -14240601.090433
  nChanged 1203
		SP:Iteration 26Q (28840.310000 sec): 3 clusters
  Score: Raw -14246706.225957 + Penalty 5648.086681 = -14241058.139276
  nChanged 1132
		SP:Iteration 27Q (28841.210000 sec): 3 clusters
  Score: Raw -14247136.587081 + Penalty 5648.086681 = -14241488.500400
  nChanged 1095
		SP:Iteration 28Q (28842.030000 sec): 3 clusters
  Score: Raw -14247551.086864 + Penalty 5648.086681 = -14241903.000182
  nChanged 1016
		SP:Iteration 29Q (28842.950000 sec): 3 clusters
  Score: Raw -14247941.473604 + Penalty 5648.086681 = -14242293.386922
  nChanged 965
		SP:Iteration 30Q (28843.680000 sec): 3 clusters
  Score: Raw -14248299.128690 + Penalty 5648.086681 = -14242651.042009
  nChanged 878
		SP:Iteration 31Q (28844.600000 sec): 3 clusters
  Score: Raw -14248646.080171 + Penalty 5648.086681 = -14242997.993490
  nChanged 856
		SP:Iteration 32Q (28845.330000 sec): 3 clusters
  Score: Raw -14249003.124162 + Penalty 5648.086681 = -14243355.037480
  nChanged 821
		SP:Iteration 33Q (28846.180000 sec): 3 clusters
  Score: Raw -14249368.912091 + Penalty 5648.086681 = -14243720.825409
  nChanged 782
		SP:Iteration 34Q (28847.100000 sec): 3 clusters
  Score: Raw -14249753.633206 + Penalty 5648.086681 = -14244105.546525
  nChanged 672
		SP:Iteration 35Q (28847.850000 sec): 3 clusters
  Score: Raw -14250087.402254 + Penalty 5648.086681 = -14244439.315572
  nChanged 603
		SP:Iteration 36Q (28848.750000 sec): 3 clusters
  Score: Raw -14250397.649121 + Penalty 5648.086681 = -14244749.562440
  nChanged 512
		SP:Iteration 37Q (28849.530000 sec): 3 clusters
  Score: Raw -14250663.773698 + Penalty 5648.086681 = -14245015.687017
  nChanged 460
		SP:Iteration 38Q (28850.390000 sec): 3 clusters
  Score: Raw -14250917.676635 + Penalty 5648.086681 = -14245269.589954
  nChanged 416
		SP:Iteration 39Q (28851.340000 sec): 3 clusters
  Score: Raw -14251153.848968 + Penalty 5648.086681 = -14245505.762287
  nChanged 355
		SP:Iteration 40F (28852.130000 sec): 3 clusters
  Score: Raw -14251372.245456 + Penalty 5648.086681 = -14245724.158774
  nChanged 315
		SP:Iteration 41Q (28852.920000 sec): 3 clusters
  Score: Raw -14251599.420761 + Penalty 5648.086681 = -14245951.334079
  nChanged 278
		SP:Iteration 42Q (28853.670000 sec): 3 clusters
  Score: Raw -14251776.494583 + Penalty 5648.086681 = -14246128.407902
  nChanged 217
		SP:Iteration 43Q (28854.410000 sec): 3 clusters
  Score: Raw -14251899.609582 + Penalty 5648.086681 = -14246251.522901
  nChanged 168
		SP:Iteration 44Q (28855.250000 sec): 3 clusters
  Score: Raw -14251988.010279 + Penalty 5648.086681 = -14246339.923598
  nChanged 127
		SP:Iteration 45Q (28856.050000 sec): 3 clusters
  Score: Raw -14252044.657371 + Penalty 5648.086681 = -14246396.570690
  nChanged 111
		SP:Iteration 46Q (28856.870000 sec): 3 clusters
  Score: Raw -14252096.006285 + Penalty 5648.086681 = -14246447.919604
  nChanged 100
		SP:Iteration 47Q (28857.640000 sec): 3 clusters
  Score: Raw -14252144.158589 + Penalty 5648.086681 = -14246496.071908
  nChanged 103
		SP:Iteration 48Q (28858.380000 sec): 3 clusters
  Score: Raw -14252193.561451 + Penalty 5648.086681 = -14246545.474769
  nChanged 99
		SP:Iteration 49Q (28859.140000 sec): 3 clusters
  Score: Raw -14252239.709001 + Penalty 5648.086681 = -14246591.622319
  nChanged 81
		SP:Iteration 50Q (28859.990000 sec): 3 clusters
  Score: Raw -14252273.390492 + Penalty 5648.086681 = -14246625.303810
  nChanged 72
		SP:Iteration 51Q (28860.820000 sec): 3 clusters
  Score: Raw -14252303.266967 + Penalty 5648.086681 = -14246655.180286
  nChanged 65
		SP:Iteration 52Q (28861.550000 sec): 3 clusters
  Score: Raw -14252330.695591 + Penalty 5648.086681 = -14246682.608910
  nChanged 46
		SP:Iteration 53Q (28862.370000 sec): 3 clusters
  Score: Raw -14252351.403705 + Penalty 5648.086681 = -14246703.317024
  nChanged 54
		SP:Iteration 54Q (28863.180000 sec): 3 clusters
  Score: Raw -14252369.605723 + Penalty 5648.086681 = -14246721.519042
  nChanged 47
		SP:Iteration 55Q (28864.120000 sec): 3 clusters
  Score: Raw -14252385.004512 + Penalty 5648.086681 = -14246736.917831
  nChanged 34
		SP:Iteration 56Q (28864.830000 sec): 3 clusters
  Score: Raw -14252397.749391 + Penalty 5648.086681 = -14246749.662710
  nChanged 28
		SP:Iteration 57Q (28865.730000 sec): 3 clusters
  Score: Raw -14252407.205335 + Penalty 5648.086681 = -14246759.118654
  nChanged 29
		SP:Iteration 58Q (28866.490000 sec): 3 clusters
  Score: Raw -14252415.458697 + Penalty 5648.086681 = -14246767.372015
  nChanged 22
		SP:Iteration 59Q (28867.310000 sec): 3 clusters
  Score: Raw -14252423.832797 + Penalty 5648.086681 = -14246775.746115
  nChanged 16
		SP:Iteration 60F (28868.150000 sec): 3 clusters
  Score: Raw -14252430.257389 + Penalty 5648.086681 = -14246782.170708
  nChanged 17
		SP:Iteration 61Q (28868.860000 sec): 3 clusters
  Score: Raw -14252435.791626 + Penalty 5648.086681 = -14246787.704945
  nChanged 20
		SP:Iteration 62Q (28869.630000 sec): 3 clusters
  Score: Raw -14252443.439400 + Penalty 5648.086681 = -14246795.352719
  nChanged 20
		SP:Iteration 63Q (28870.400000 sec): 3 clusters
  Score: Raw -14252449.799344 + Penalty 5648.086681 = -14246801.712662
  nChanged 18
		SP:Iteration 64Q (28871.240000 sec): 3 clusters
  Score: Raw -14252456.282380 + Penalty 5648.086681 = -14246808.195699
  nChanged 17
		SP:Iteration 65Q (28871.960000 sec): 3 clusters
  Score: Raw -14252460.556678 + Penalty 5648.086681 = -14246812.469997
  nChanged 14
		SP:Iteration 66Q (28872.650000 sec): 3 clusters
  Score: Raw -14252463.729713 + Penalty 5648.086681 = -14246815.643032
  nChanged 8
		SP:Iteration 67Q (28873.390000 sec): 3 clusters
  Score: Raw -14252465.619578 + Penalty 5648.086681 = -14246817.532897
  nChanged 7
		SP:Iteration 68Q (28874.100000 sec): 3 clusters
  Score: Raw -14252466.847670 + Penalty 5648.086681 = -14246818.760989
  nChanged 3
		SP:Iteration 69Q (28874.960000 sec): 3 clusters
  Score: Raw -14252467.865719 + Penalty 5648.086681 = -14246819.779038
  nChanged 5
		SP:Iteration 70Q (28875.700000 sec): 3 clusters
  Score: Raw -14252468.709595 + Penalty 5648.086681 = -14246820.622913
  nChanged 2
		SP:Iteration 71Q (28876.500000 sec): 3 clusters
  Score: Raw -14252469.055672 + Penalty 5648.086681 = -14246820.968991
  nChanged 2
		SP:Iteration 72Q (28877.350000 sec): 3 clusters
  Score: Raw -14252469.588772 + Penalty 5648.086681 = -14246821.502091
  nChanged 2
		SP:Iteration 73Q (28878.130000 sec): 3 clusters
  Score: Raw -14252470.163666 + Penalty 5648.086681 = -14246822.076984
  nChanged 6
		SP:Iteration 74Q (28878.840000 sec): 3 clusters
  Score: Raw -14252471.439887 + Penalty 5648.086681 = -14246823.353205
  nChanged 6
		SP:Iteration 75Q (28879.700000 sec): 3 clusters
  Score: Raw -14252473.342929 + Penalty 5648.086681 = -14246825.256247
  nChanged 7
		SP:Iteration 76Q (28880.460000 sec): 3 clusters
  Score: Raw -14252476.063566 + Penalty 5648.086681 = -14246827.976884
  nChanged 10
		SP:Iteration 77Q (28881.320000 sec): 3 clusters
  Score: Raw -14252478.724177 + Penalty 5648.086681 = -14246830.637495
  nChanged 6
		SP:Iteration 78Q (28882.060000 sec): 3 clusters
  Score: Raw -14252480.188141 + Penalty 5648.086681 = -14246832.101460
  nChanged 6
		SP:Iteration 79Q (28882.860000 sec): 3 clusters
  Score: Raw -14252481.894278 + Penalty 5648.086681 = -14246833.807597
  nChanged 6
		SP:Iteration 80F (28883.620000 sec): 3 clusters
  Score: Raw -14252482.916239 + Penalty 5648.086681 = -14246834.829558
  nChanged 5
		SP:Iteration 81Q (28884.390000 sec): 3 clusters
  Score: Raw -14252484.291095 + Penalty 5648.086681 = -14246836.204414
  nChanged 5
		SP:Iteration 82Q (28885.190000 sec): 3 clusters
  Score: Raw -14252485.639800 + Penalty 5648.086681 = -14246837.553119
  nChanged 7
		SP:Iteration 83Q (28886.030000 sec): 3 clusters
  Score: Raw -14252488.106655 + Penalty 5648.086681 = -14246840.019974
  nChanged 5
		SP:Iteration 84Q (28886.820000 sec): 3 clusters
  Score: Raw -14252489.812318 + Penalty 5648.086681 = -14246841.725637
  nChanged 7
		SP:Iteration 85Q (28887.530000 sec): 3 clusters
  Score: Raw -14252491.901841 + Penalty 5648.086681 = -14246843.815160
  nChanged 8
		SP:Iteration 86Q (28888.380000 sec): 3 clusters
  Score: Raw -14252493.737652 + Penalty 5648.086681 = -14246845.650971
  nChanged 5
		SP:Iteration 87Q (28889.110000 sec): 3 clusters
  Score: Raw -14252495.001718 + Penalty 5648.086681 = -14246846.915036
  nChanged 5
		SP:Iteration 88Q (28889.860000 sec): 3 clusters
  Score: Raw -14252496.313700 + Penalty 5648.086681 = -14246848.227019
  nChanged 4
		SP:Iteration 89Q (28890.600000 sec): 3 clusters
  Score: Raw -14252497.486137 + Penalty 5648.086681 = -14246849.399456
  nChanged 4
		SP:Iteration 90Q (28891.370000 sec): 3 clusters
  Score: Raw -14252498.573382 + Penalty 5648.086681 = -14246850.486701
  nChanged 2
		SP:Iteration 91Q (28892.080000 sec): 3 clusters
  Score: Raw -14252499.025467 + Penalty 5648.086681 = -14246850.938786
  nChanged 0
		SP:Iteration 92F (28892.810000 sec): 3 clusters
  Score: Raw -14252499.025467 + Penalty 5648.086681 = -14246850.938786
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (4498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28892.910000 sec): 2 clusters
  Score: Raw -695246.136560 + Penalty 2086.024257 = -693160.112303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28893.100000 sec): 3 clusters
  Score: Raw -693125.190205 + Penalty 4172.048514 = -688953.141691
  nChanged 1676
		SP:Iteration 1F (28893.250000 sec): 3 clusters
  Score: Raw -694122.280973 + Penalty 4172.048514 = -689950.232459
  nChanged 357
		SP:Iteration 2F (28893.420000 sec): 3 clusters
  Score: Raw -694365.380170 + Penalty 4172.048514 = -690193.331656
  nChanged 268
		SP:Iteration 3F (28893.540000 sec): 3 clusters
  Score: Raw -694543.113633 + Penalty 4172.048514 = -690371.065119
  nChanged 220
		SP:Iteration 4Q (28893.740000 sec): 3 clusters
  Score: Raw -694684.724856 + Penalty 4172.048514 = -690512.676342
  nChanged 178
		SP:Iteration 5Q (28893.900000 sec): 3 clusters
  Score: Raw -694797.339960 + Penalty 4172.048514 = -690625.291447
  nChanged 136
		SP:Iteration 6Q (28894.050000 sec): 3 clusters
  Score: Raw -694880.186513 + Penalty 4172.048514 = -690708.137999
  nChanged 140
		SP:Iteration 7Q (28894.200000 sec): 3 clusters
  Score: Raw -694960.423019 + Penalty 4172.048514 = -690788.374505
  nChanged 119
		SP:Iteration 8Q (28894.360000 sec): 3 clusters
  Score: Raw -695032.095081 + Penalty 4172.048514 = -690860.046567
  nChanged 92
		SP:Iteration 9Q (28894.490000 sec): 3 clusters
  Score: Raw -695090.073365 + Penalty 4172.048514 = -690918.024851
  nChanged 92
		SP:Iteration 10Q (28894.680000 sec): 3 clusters
  Score: Raw -695145.827696 + Penalty 4172.048514 = -690973.779183
  nChanged 90
		SP:Iteration 11Q (28894.830000 sec): 3 clusters
  Score: Raw -695199.394983 + Penalty 4172.048514 = -691027.346469
  nChanged 90
		SP:Iteration 12Q (28895.040000 sec): 3 clusters
  Score: Raw -695259.361718 + Penalty 4172.048514 = -691087.313205
  nChanged 96
		SP:Iteration 13Q (28895.170000 sec): 3 clusters
  Score: Raw -695323.447341 + Penalty 4172.048514 = -691151.398828
  nChanged 105
		SP:Iteration 14Q (28895.330000 sec): 3 clusters
  Score: Raw -695387.184504 + Penalty 4172.048514 = -691215.135990
  nChanged 88
		SP:Iteration 15Q (28895.460000 sec): 3 clusters
  Score: Raw -695454.359214 + Penalty 4172.048514 = -691282.310700
  nChanged 111
		SP:Iteration 16Q (28895.550000 sec): 3 clusters
  Score: Raw -695535.085232 + Penalty 4172.048514 = -691363.036718
  nChanged 113
		SP:Iteration 17Q (28895.730000 sec): 3 clusters
  Score: Raw -695607.579672 + Penalty 4172.048514 = -691435.531158
  nChanged 122
		SP:Iteration 18Q (28895.880000 sec): 3 clusters
  Score: Raw -695694.533155 + Penalty 4172.048514 = -691522.484641
  nChanged 106
		SP:Iteration 19Q (28896.090000 sec): 3 clusters
  Score: Raw -695765.563202 + Penalty 4172.048514 = -691593.514689
  nChanged 91
		SP:Iteration 20F (28896.240000 sec): 3 clusters
  Score: Raw -695833.385283 + Penalty 4172.048514 = -691661.336770
  nChanged 107
		SP:Iteration 21Q (28896.430000 sec): 3 clusters
  Score: Raw -695908.052804 + Penalty 4172.048514 = -691736.004290
  nChanged 85
		SP:Iteration 22Q (28896.620000 sec): 3 clusters
  Score: Raw -695955.209491 + Penalty 4172.048514 = -691783.160977
  nChanged 62
		SP:Iteration 23Q (28896.830000 sec): 3 clusters
  Score: Raw -695994.813820 + Penalty 4172.048514 = -691822.765306
  nChanged 54
		SP:Iteration 24Q (28896.990000 sec): 3 clusters
  Score: Raw -696032.121402 + Penalty 4172.048514 = -691860.072888
  nChanged 58
		SP:Iteration 25Q (28897.160000 sec): 3 clusters
  Score: Raw -696071.890872 + Penalty 4172.048514 = -691899.842359
  nChanged 54
		SP:Iteration 26Q (28897.270000 sec): 3 clusters
  Score: Raw -696106.776101 + Penalty 4172.048514 = -691934.727587
  nChanged 47
		SP:Iteration 27Q (28897.460000 sec): 3 clusters
  Score: Raw -696131.322799 + Penalty 4172.048514 = -691959.274285
  nChanged 32
		SP:Iteration 28Q (28897.620000 sec): 3 clusters
  Score: Raw -696152.337458 + Penalty 4172.048514 = -691980.288944
  nChanged 37
		SP:Iteration 29Q (28897.790000 sec): 3 clusters
  Score: Raw -696175.416499 + Penalty 4172.048514 = -692003.367986
  nChanged 38
		SP:Iteration 30Q (28898.020000 sec): 3 clusters
  Score: Raw -696199.638578 + Penalty 4172.048514 = -692027.590064
  nChanged 39
		SP:Iteration 31Q (28898.190000 sec): 3 clusters
  Score: Raw -696222.935768 + Penalty 4172.048514 = -692050.887255
  nChanged 42
		SP:Iteration 32Q (28898.350000 sec): 3 clusters
  Score: Raw -696245.168532 + Penalty 4172.048514 = -692073.120018
  nChanged 35
		SP:Iteration 33Q (28898.530000 sec): 3 clusters
  Score: Raw -696265.631167 + Penalty 4172.048514 = -692093.582654
  nChanged 37
		SP:Iteration 34Q (28898.670000 sec): 3 clusters
  Score: Raw -696287.575167 + Penalty 4172.048514 = -692115.526653
  nChanged 24
		SP:Iteration 35Q (28898.820000 sec): 3 clusters
  Score: Raw -696299.834200 + Penalty 4172.048514 = -692127.785687
  nChanged 20
		SP:Iteration 36Q (28899.030000 sec): 3 clusters
  Score: Raw -696309.857293 + Penalty 4172.048514 = -692137.808779
  nChanged 21
		SP:Iteration 37Q (28899.210000 sec): 3 clusters
  Score: Raw -696319.783169 + Penalty 4172.048514 = -692147.734655
  nChanged 20
		SP:Iteration 38Q (28899.380000 sec): 3 clusters
  Score: Raw -696327.744511 + Penalty 4172.048514 = -692155.695997
  nChanged 21
		SP:Iteration 39Q (28899.570000 sec): 3 clusters
  Score: Raw -696339.524274 + Penalty 4172.048514 = -692167.475761
  nChanged 19
		SP:Iteration 40F (28899.790000 sec): 3 clusters
  Score: Raw -696349.231870 + Penalty 4172.048514 = -692177.183356
  nChanged 11
		SP:Iteration 41Q (28899.900000 sec): 3 clusters
  Score: Raw -696353.662323 + Penalty 4172.048514 = -692181.613809
  nChanged 4
		SP:Iteration 42Q (28900.030000 sec): 3 clusters
  Score: Raw -696355.169626 + Penalty 4172.048514 = -692183.121112
  nChanged 4
		SP:Iteration 43Q (28900.180000 sec): 3 clusters
  Score: Raw -696356.600837 + Penalty 4172.048514 = -692184.552323
  nChanged 1
		SP:Iteration 44Q (28900.320000 sec): 3 clusters
  Score: Raw -696356.751776 + Penalty 4172.048514 = -692184.703263
  nChanged 0
		SP:Iteration 45F (28900.510000 sec): 3 clusters
  Score: Raw -696356.751776 + Penalty 4172.048514 = -692184.703263
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (5232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28900.620000 sec): 2 clusters
  Score: Raw -847769.448915 + Penalty 2123.512125 = -845645.936790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28900.850000 sec): 3 clusters
  Score: Raw -845291.763706 + Penalty 4247.024251 = -841044.739455
  nChanged 1981
		SP:Iteration 1F (28901.000000 sec): 3 clusters
  Score: Raw -846359.064559 + Penalty 4247.024251 = -842112.040308
  nChanged 370
		SP:Iteration 2F (28901.190000 sec): 3 clusters
  Score: Raw -846623.981569 + Penalty 4247.024251 = -842376.957318
  nChanged 291
		SP:Iteration 3F (28901.340000 sec): 3 clusters
  Score: Raw -846801.185689 + Penalty 4247.024251 = -842554.161438
  nChanged 214
		SP:Iteration 4Q (28901.570000 sec): 3 clusters
  Score: Raw -846913.005779 + Penalty 4247.024251 = -842665.981528
  nChanged 160
		SP:Iteration 5Q (28901.730000 sec): 3 clusters
  Score: Raw -847009.605843 + Penalty 4247.024251 = -842762.581592
  nChanged 166
		SP:Iteration 6Q (28901.870000 sec): 3 clusters
  Score: Raw -847120.592257 + Penalty 4247.024251 = -842873.568006
  nChanged 159
		SP:Iteration 7Q (28902.030000 sec): 3 clusters
  Score: Raw -847219.520369 + Penalty 4247.024251 = -842972.496118
  nChanged 159
		SP:Iteration 8Q (28902.160000 sec): 3 clusters
  Score: Raw -847313.351626 + Penalty 4247.024251 = -843066.327375
  nChanged 145
		SP:Iteration 9Q (28902.310000 sec): 3 clusters
  Score: Raw -847404.539677 + Penalty 4247.024251 = -843157.515426
  nChanged 131
		SP:Iteration 10Q (28902.470000 sec): 3 clusters
  Score: Raw -847481.413234 + Penalty 4247.024251 = -843234.388983
  nChanged 153
		SP:Iteration 11Q (28902.670000 sec): 3 clusters
  Score: Raw -847569.110591 + Penalty 4247.024251 = -843322.086340
  nChanged 122
		SP:Iteration 12Q (28902.790000 sec): 3 clusters
  Score: Raw -847631.649020 + Penalty 4247.024251 = -843384.624769
  nChanged 116
		SP:Iteration 13Q (28902.930000 sec): 3 clusters
  Score: Raw -847697.518681 + Penalty 4247.024251 = -843450.494430
  nChanged 109
		SP:Iteration 14Q (28903.080000 sec): 3 clusters
  Score: Raw -847747.294386 + Penalty 4247.024251 = -843500.270135
  nChanged 84
		SP:Iteration 15Q (28903.220000 sec): 3 clusters
  Score: Raw -847782.312607 + Penalty 4247.024251 = -843535.288356
  nChanged 69
		SP:Iteration 16Q (28903.410000 sec): 3 clusters
  Score: Raw -847813.263605 + Penalty 4247.024251 = -843566.239354
  nChanged 77
		SP:Iteration 17Q (28903.530000 sec): 3 clusters
  Score: Raw -847844.002780 + Penalty 4247.024251 = -843596.978529
  nChanged 55
		SP:Iteration 18Q (28903.740000 sec): 3 clusters
  Score: Raw -847865.374560 + Penalty 4247.024251 = -843618.350309
  nChanged 55
		SP:Iteration 19Q (28903.910000 sec): 3 clusters
  Score: Raw -847887.949708 + Penalty 4247.024251 = -843640.925457
  nChanged 52
		SP:Iteration 20F (28904.120000 sec): 3 clusters
  Score: Raw -847912.183489 + Penalty 4247.024251 = -843665.159238
  nChanged 60
		SP:Iteration 21Q (28904.230000 sec): 3 clusters
  Score: Raw -847941.748198 + Penalty 4247.024251 = -843694.723947
  nChanged 58
		SP:Iteration 22Q (28904.430000 sec): 3 clusters
  Score: Raw -847974.002990 + Penalty 4247.024251 = -843726.978739
  nChanged 66
		SP:Iteration 23Q (28904.600000 sec): 3 clusters
  Score: Raw -848004.028505 + Penalty 4247.024251 = -843757.004254
  nChanged 56
		SP:Iteration 24Q (28904.750000 sec): 3 clusters
  Score: Raw -848037.315257 + Penalty 4247.024251 = -843790.291006
  nChanged 69
		SP:Iteration 25Q (28904.910000 sec): 3 clusters
  Score: Raw -848084.067184 + Penalty 4247.024251 = -843837.042933
  nChanged 70
		SP:Iteration 26Q (28905.050000 sec): 3 clusters
  Score: Raw -848130.570512 + Penalty 4247.024251 = -843883.546261
  nChanged 75
		SP:Iteration 27Q (28905.260000 sec): 3 clusters
  Score: Raw -848178.216096 + Penalty 4247.024251 = -843931.191845
  nChanged 67
		SP:Iteration 28Q (28905.380000 sec): 3 clusters
  Score: Raw -848230.725427 + Penalty 4247.024251 = -843983.701176
  nChanged 64
		SP:Iteration 29Q (28905.540000 sec): 3 clusters
  Score: Raw -848278.900292 + Penalty 4247.024251 = -844031.876041
  nChanged 46
		SP:Iteration 30Q (28905.730000 sec): 3 clusters
  Score: Raw -848312.669859 + Penalty 4247.024251 = -844065.645608
  nChanged 42
		SP:Iteration 31Q (28905.890000 sec): 3 clusters
  Score: Raw -848338.122178 + Penalty 4247.024251 = -844091.097927
  nChanged 33
		SP:Iteration 32Q (28906.030000 sec): 3 clusters
  Score: Raw -848356.889359 + Penalty 4247.024251 = -844109.865108
  nChanged 31
		SP:Iteration 33Q (28906.190000 sec): 3 clusters
  Score: Raw -848374.104112 + Penalty 4247.024251 = -844127.079861
  nChanged 27
		SP:Iteration 34Q (28906.350000 sec): 3 clusters
  Score: Raw -848391.731425 + Penalty 4247.024251 = -844144.707174
  nChanged 28
		SP:Iteration 35Q (28906.470000 sec): 3 clusters
  Score: Raw -848414.163525 + Penalty 4247.024251 = -844167.139274
  nChanged 31
		SP:Iteration 36Q (28906.670000 sec): 3 clusters
  Score: Raw -848433.161299 + Penalty 4247.024251 = -844186.137048
  nChanged 21
		SP:Iteration 37Q (28906.850000 sec): 3 clusters
  Score: Raw -848447.900632 + Penalty 4247.024251 = -844200.876381
  nChanged 20
		SP:Iteration 38Q (28907.030000 sec): 3 clusters
  Score: Raw -848458.091855 + Penalty 4247.024251 = -844211.067604
  nChanged 14
		SP:Iteration 39Q (28907.170000 sec): 3 clusters
  Score: Raw -848462.857537 + Penalty 4247.024251 = -844215.833286
  nChanged 9
		SP:Iteration 40F (28907.290000 sec): 3 clusters
  Score: Raw -848468.532265 + Penalty 4247.024251 = -844221.508014
  nChanged 10
		SP:Iteration 41Q (28907.430000 sec): 3 clusters
  Score: Raw -848472.669832 + Penalty 4247.024251 = -844225.645581
  nChanged 5
		SP:Iteration 42Q (28907.620000 sec): 3 clusters
  Score: Raw -848475.807234 + Penalty 4247.024251 = -844228.782983
  nChanged 8
		SP:Iteration 43Q (28907.760000 sec): 3 clusters
  Score: Raw -848478.938097 + Penalty 4247.024251 = -844231.913846
  nChanged 6
		SP:Iteration 44Q (28907.920000 sec): 3 clusters
  Score: Raw -848481.381277 + Penalty 4247.024251 = -844234.357026
  nChanged 6
		SP:Iteration 45Q (28908.040000 sec): 3 clusters
  Score: Raw -848483.483466 + Penalty 4247.024251 = -844236.459215
  nChanged 5
		SP:Iteration 46Q (28908.240000 sec): 3 clusters
  Score: Raw -848485.396236 + Penalty 4247.024251 = -844238.371985
  nChanged 5
		SP:Iteration 47Q (28908.370000 sec): 3 clusters
  Score: Raw -848487.495895 + Penalty 4247.024251 = -844240.471644
  nChanged 3
		SP:Iteration 48Q (28908.560000 sec): 3 clusters
  Score: Raw -848489.348480 + Penalty 4247.024251 = -844242.324229
  nChanged 5
		SP:Iteration 49Q (28908.750000 sec): 3 clusters
  Score: Raw -848491.027054 + Penalty 4247.024251 = -844244.002803
  nChanged 2
		SP:Iteration 50Q (28908.900000 sec): 3 clusters
  Score: Raw -848492.498413 + Penalty 4247.024251 = -844245.474162
  nChanged 3
		SP:Iteration 51Q (28909.070000 sec): 3 clusters
  Score: Raw -848493.852834 + Penalty 4247.024251 = -844246.828583
  nChanged 1
		SP:Iteration 52Q (28909.270000 sec): 3 clusters
  Score: Raw -848494.562895 + Penalty 4247.024251 = -844247.538644
  nChanged 0
		SP:Iteration 53F (28909.450000 sec): 3 clusters
  Score: Raw -848494.562895 + Penalty 4247.024251 = -844247.538644
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (7234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28909.570000 sec): 2 clusters
  Score: Raw -1032273.941079 + Penalty 2203.863758 = -1030070.077320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28909.790000 sec): 3 clusters
  Score: Raw -1028620.977848 + Penalty 4407.727517 = -1024213.250331
  nChanged 2944
		SP:Iteration 1F (28909.950000 sec): 3 clusters
  Score: Raw -1030541.556302 + Penalty 4407.727517 = -1026133.828786
  nChanged 658
		SP:Iteration 2F (28910.110000 sec): 3 clusters
  Score: Raw -1031134.395571 + Penalty 4407.727517 = -1026726.668054
  nChanged 584
		SP:Iteration 3F (28910.270000 sec): 3 clusters
  Score: Raw -1031856.203789 + Penalty 4407.727517 = -1027448.476273
  nChanged 596
		SP:Iteration 4F (28910.450000 sec): 3 clusters
  Score: Raw -1032611.080610 + Penalty 4407.727517 = -1028203.353094
  nChanged 511
		SP:Iteration 5F (28910.690000 sec): 3 clusters
  Score: Raw -1033201.143203 + Penalty 4407.727517 = -1028793.415687
  nChanged 415
		SP:Iteration 6F (28910.850000 sec): 3 clusters
  Score: Raw -1033593.584731 + Penalty 4407.727517 = -1029185.857215
  nChanged 289
		SP:Iteration 7Q (28911.000000 sec): 3 clusters
  Score: Raw -1033784.729044 + Penalty 4407.727517 = -1029377.001527
  nChanged 178
		SP:Iteration 8Q (28911.190000 sec): 3 clusters
  Score: Raw -1033906.168188 + Penalty 4407.727517 = -1029498.440671
  nChanged 160
		SP:Iteration 9Q (28911.330000 sec): 3 clusters
  Score: Raw -1034013.947217 + Penalty 4407.727517 = -1029606.219700
  nChanged 131
		SP:Iteration 10Q (28911.510000 sec): 3 clusters
  Score: Raw -1034096.183318 + Penalty 4407.727517 = -1029688.455801
  nChanged 104
		SP:Iteration 11Q (28911.740000 sec): 3 clusters
  Score: Raw -1034151.914466 + Penalty 4407.727517 = -1029744.186950
  nChanged 75
		SP:Iteration 12Q (28911.900000 sec): 3 clusters
  Score: Raw -1034191.353039 + Penalty 4407.727517 = -1029783.625523
  nChanged 76
		SP:Iteration 13Q (28912.070000 sec): 3 clusters
  Score: Raw -1034225.584609 + Penalty 4407.727517 = -1029817.857092
  nChanged 60
		SP:Iteration 14Q (28912.250000 sec): 3 clusters
  Score: Raw -1034250.120097 + Penalty 4407.727517 = -1029842.392580
  nChanged 52
		SP:Iteration 15Q (28912.420000 sec): 3 clusters
  Score: Raw -1034274.618877 + Penalty 4407.727517 = -1029866.891361
  nChanged 57
		SP:Iteration 16Q (28912.630000 sec): 3 clusters
  Score: Raw -1034299.475611 + Penalty 4407.727517 = -1029891.748095
  nChanged 48
		SP:Iteration 17Q (28912.810000 sec): 3 clusters
  Score: Raw -1034320.487476 + Penalty 4407.727517 = -1029912.759959
  nChanged 44
		SP:Iteration 18Q (28912.990000 sec): 3 clusters
  Score: Raw -1034343.558830 + Penalty 4407.727517 = -1029935.831314
  nChanged 53
		SP:Iteration 19Q (28913.170000 sec): 3 clusters
  Score: Raw -1034367.511602 + Penalty 4407.727517 = -1029959.784085
  nChanged 52
		SP:Iteration 20F (28913.390000 sec): 3 clusters
  Score: Raw -1034390.617452 + Penalty 4407.727517 = -1029982.889935
  nChanged 43
		SP:Iteration 21Q (28913.580000 sec): 3 clusters
  Score: Raw -1034409.731204 + Penalty 4407.727517 = -1030002.003687
  nChanged 45
		SP:Iteration 22Q (28913.770000 sec): 3 clusters
  Score: Raw -1034427.514904 + Penalty 4407.727517 = -1030019.787387
  nChanged 39
		SP:Iteration 23Q (28913.980000 sec): 3 clusters
  Score: Raw -1034446.736342 + Penalty 4407.727517 = -1030039.008825
  nChanged 35
		SP:Iteration 24Q (28914.160000 sec): 3 clusters
  Score: Raw -1034464.892052 + Penalty 4407.727517 = -1030057.164536
  nChanged 42
		SP:Iteration 25Q (28914.330000 sec): 3 clusters
  Score: Raw -1034483.576335 + Penalty 4407.727517 = -1030075.848818
  nChanged 28
		SP:Iteration 26Q (28914.550000 sec): 3 clusters
  Score: Raw -1034497.257424 + Penalty 4407.727517 = -1030089.529908
  nChanged 26
		SP:Iteration 27Q (28914.720000 sec): 3 clusters
  Score: Raw -1034509.644623 + Penalty 4407.727517 = -1030101.917106
  nChanged 25
		SP:Iteration 28Q (28914.930000 sec): 3 clusters
  Score: Raw -1034523.701975 + Penalty 4407.727517 = -1030115.974458
  nChanged 26
		SP:Iteration 29Q (28915.090000 sec): 3 clusters
  Score: Raw -1034532.476392 + Penalty 4407.727517 = -1030124.748876
  nChanged 17
		SP:Iteration 30Q (28915.260000 sec): 3 clusters
  Score: Raw -1034539.850234 + Penalty 4407.727517 = -1030132.122717
  nChanged 22
		SP:Iteration 31Q (28915.470000 sec): 3 clusters
  Score: Raw -1034547.323565 + Penalty 4407.727517 = -1030139.596048
  nChanged 17
		SP:Iteration 32Q (28915.650000 sec): 3 clusters
  Score: Raw -1034553.131548 + Penalty 4407.727517 = -1030145.404031
  nChanged 19
		SP:Iteration 33Q (28915.830000 sec): 3 clusters
  Score: Raw -1034562.250622 + Penalty 4407.727517 = -1030154.523106
  nChanged 15
		SP:Iteration 34Q (28916.040000 sec): 3 clusters
  Score: Raw -1034566.652864 + Penalty 4407.727517 = -1030158.925348
  nChanged 19
		SP:Iteration 35Q (28916.240000 sec): 3 clusters
  Score: Raw -1034572.283327 + Penalty 4407.727517 = -1030164.555811
  nChanged 13
		SP:Iteration 36Q (28916.360000 sec): 3 clusters
  Score: Raw -1034576.749140 + Penalty 4407.727517 = -1030169.021624
  nChanged 15
		SP:Iteration 37Q (28916.510000 sec): 3 clusters
  Score: Raw -1034582.898113 + Penalty 4407.727517 = -1030175.170596
  nChanged 15
		SP:Iteration 38Q (28916.730000 sec): 3 clusters
  Score: Raw -1034594.261976 + Penalty 4407.727517 = -1030186.534459
  nChanged 24
		SP:Iteration 39Q (28916.900000 sec): 3 clusters
  Score: Raw -1034601.423462 + Penalty 4407.727517 = -1030193.695946
  nChanged 14
		SP:Iteration 40F (28917.120000 sec): 3 clusters
  Score: Raw -1034605.508935 + Penalty 4407.727517 = -1030197.781418
  nChanged 11
		SP:Iteration 41Q (28917.230000 sec): 3 clusters
  Score: Raw -1034608.141772 + Penalty 4407.727517 = -1030200.414255
  nChanged 4
		SP:Iteration 42Q (28917.480000 sec): 3 clusters
  Score: Raw -1034608.888485 + Penalty 4407.727517 = -1030201.160969
  nChanged 2
		SP:Iteration 43Q (28917.590000 sec): 3 clusters
  Score: Raw -1034609.081826 + Penalty 4407.727517 = -1030201.354310
  nChanged 1
		SP:Iteration 44Q (28917.770000 sec): 3 clusters
  Score: Raw -1034609.142173 + Penalty 4407.727517 = -1030201.414656
  nChanged 0
		SP:Iteration 45F (28917.990000 sec): 3 clusters
  Score: Raw -1034609.142173 + Penalty 4407.727517 = -1030201.414656
  nChanged 0

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

 Trying to split cluster 44 (52227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28918.310000 sec): 2 clusters
  Score: Raw -7995236.430576 + Penalty 2694.112011 = -7992542.318566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28918.840000 sec): 3 clusters
  Score: Raw -7962893.103439 + Penalty 5388.224021 = -7957504.879418
  nChanged 23963
		SP:Iteration 1F (28919.310000 sec): 3 clusters
  Score: Raw -7976598.641674 + Penalty 5388.224021 = -7971210.417653
  nChanged 2583
		SP:Iteration 2Q (28919.870000 sec): 3 clusters
  Score: Raw -7977588.386102 + Penalty 5388.224021 = -7972200.162081
  nChanged 2654
		SP:Iteration 3F (28920.450000 sec): 3 clusters
  Score: Raw -7978768.709612 + Penalty 5388.224021 = -7973380.485590
  nChanged 2895
		SP:Iteration 4F (28921.000000 sec): 3 clusters
  Score: Raw -7980253.953946 + Penalty 5388.224021 = -7974865.729925
  nChanged 3160
		SP:Iteration 5F (28921.580000 sec): 3 clusters
  Score: Raw -7982121.756351 + Penalty 5388.224021 = -7976733.532329
  nChanged 3262
		SP:Iteration 6F (28922.130000 sec): 3 clusters
  Score: Raw -7984307.876961 + Penalty 5388.224021 = -7978919.652939
  nChanged 3245
		SP:Iteration 7F (28922.710000 sec): 3 clusters
  Score: Raw -7986687.347429 + Penalty 5388.224021 = -7981299.123408
  nChanged 2919
		SP:Iteration 8F (28923.330000 sec): 3 clusters
  Score: Raw -7988942.670962 + Penalty 5388.224021 = -7983554.446941
  nChanged 2525
		SP:Iteration 9Q (28923.820000 sec): 3 clusters
  Score: Raw -7990976.594833 + Penalty 5388.224021 = -7985588.370811
  nChanged 2016
		SP:Iteration 10Q (28924.370000 sec): 3 clusters
  Score: Raw -7992584.492738 + Penalty 5388.224021 = -7987196.268716
  nChanged 1453
		SP:Iteration 11Q (28924.830000 sec): 3 clusters
  Score: Raw -7993701.361476 + Penalty 5388.224021 = -7988313.137455
  nChanged 1014
		SP:Iteration 12Q (28925.380000 sec): 3 clusters
  Score: Raw -7994415.526681 + Penalty 5388.224021 = -7989027.302660
  nChanged 708
		SP:Iteration 13Q (28925.930000 sec): 3 clusters
  Score: Raw -7994875.498755 + Penalty 5388.224021 = -7989487.274734
  nChanged 486
		SP:Iteration 14Q (28926.470000 sec): 3 clusters
  Score: Raw -7995147.038286 + Penalty 5388.224021 = -7989758.814265
  nChanged 312
		SP:Iteration 15Q (28926.980000 sec): 3 clusters
  Score: Raw -7995302.518106 + Penalty 5388.224021 = -7989914.294085
  nChanged 234
		SP:Iteration 16Q (28927.480000 sec): 3 clusters
  Score: Raw -7995429.555677 + Penalty 5388.224021 = -7990041.331655
  nChanged 182
		SP:Iteration 17Q (28927.940000 sec): 3 clusters
  Score: Raw -7995520.421201 + Penalty 5388.224021 = -7990132.197180
  nChanged 119
		SP:Iteration 18Q (28928.470000 sec): 3 clusters
  Score: Raw -7995577.519168 + Penalty 5388.224021 = -7990189.295147
  nChanged 95
		SP:Iteration 19Q (28929.020000 sec): 3 clusters
  Score: Raw -7995621.211640 + Penalty 5388.224021 = -7990232.987619
  nChanged 81
		SP:Iteration 20F (28929.470000 sec): 3 clusters
  Score: Raw -7995668.321678 + Penalty 5388.224021 = -7990280.097656
  nChanged 80
		SP:Iteration 21Q (28929.970000 sec): 3 clusters
  Score: Raw -7995711.195921 + Penalty 5388.224021 = -7990322.971900
  nChanged 76
		SP:Iteration 22Q (28930.460000 sec): 3 clusters
  Score: Raw -7995747.621148 + Penalty 5388.224021 = -7990359.397127
  nChanged 59
		SP:Iteration 23Q (28930.820000 sec): 3 clusters
  Score: Raw -7995781.211163 + Penalty 5388.224021 = -7990392.987142
  nChanged 50
		SP:Iteration 24Q (28931.290000 sec): 3 clusters
  Score: Raw -7995809.150928 + Penalty 5388.224021 = -7990420.926907
  nChanged 56
		SP:Iteration 25Q (28931.790000 sec): 3 clusters
  Score: Raw -7995835.020815 + Penalty 5388.224021 = -7990446.796793
  nChanged 37
		SP:Iteration 26Q (28932.330000 sec): 3 clusters
  Score: Raw -7995853.466698 + Penalty 5388.224021 = -7990465.242677
  nChanged 31
		SP:Iteration 27Q (28932.810000 sec): 3 clusters
  Score: Raw -7995866.935835 + Penalty 5388.224021 = -7990478.711813
  nChanged 22
		SP:Iteration 28Q (28933.250000 sec): 3 clusters
  Score: Raw -7995877.319391 + Penalty 5388.224021 = -7990489.095370
  nChanged 14
		SP:Iteration 29Q (28933.770000 sec): 3 clusters
  Score: Raw -7995882.557077 + Penalty 5388.224021 = -7990494.333056
  nChanged 12
		SP:Iteration 30Q (28934.250000 sec): 3 clusters
  Score: Raw -7995886.598760 + Penalty 5388.224021 = -7990498.374739
  nChanged 9
		SP:Iteration 31Q (28934.660000 sec): 3 clusters
  Score: Raw -7995890.085517 + Penalty 5388.224021 = -7990501.861496
  nChanged 12
		SP:Iteration 32Q (28935.140000 sec): 3 clusters
  Score: Raw -7995894.994706 + Penalty 5388.224021 = -7990506.770684
  nChanged 12
		SP:Iteration 33Q (28935.620000 sec): 3 clusters
  Score: Raw -7995900.744630 + Penalty 5388.224021 = -7990512.520608
  nChanged 8
		SP:Iteration 34Q (28936.100000 sec): 3 clusters
  Score: Raw -7995903.530515 + Penalty 5388.224021 = -7990515.306494
  nChanged 8
		SP:Iteration 35Q (28936.490000 sec): 3 clusters
  Score: Raw -7995906.540282 + Penalty 5388.224021 = -7990518.316261
  nChanged 11
		SP:Iteration 36Q (28936.980000 sec): 3 clusters
  Score: Raw -7995910.167958 + Penalty 5388.224021 = -7990521.943937
  nChanged 10
		SP:Iteration 37Q (28937.470000 sec): 3 clusters
  Score: Raw -7995914.294869 + Penalty 5388.224021 = -7990526.070848
  nChanged 8
		SP:Iteration 38Q (28937.960000 sec): 3 clusters
  Score: Raw -7995916.863774 + Penalty 5388.224021 = -7990528.639752
  nChanged 9
		SP:Iteration 39Q (28938.480000 sec): 3 clusters
  Score: Raw -7995919.126849 + Penalty 5388.224021 = -7990530.902828
  nChanged 4
		SP:Iteration 40F (28938.970000 sec): 3 clusters
  Score: Raw -7995920.401708 + Penalty 5388.224021 = -7990532.177687
  nChanged 2
		SP:Iteration 41Q (28939.450000 sec): 3 clusters
  Score: Raw -7995920.744165 + Penalty 5388.224021 = -7990532.520144
  nChanged 1
		SP:Iteration 42Q (28939.910000 sec): 3 clusters
  Score: Raw -7995920.994734 + Penalty 5388.224021 = -7990532.770713
  nChanged 2
		SP:Iteration 43Q (28940.360000 sec): 3 clusters
  Score: Raw -7995921.387221 + Penalty 5388.224021 = -7990533.163200
  nChanged 0
		SP:Iteration 44F (28940.920000 sec): 3 clusters
  Score: Raw -7995921.387221 + Penalty 5388.224021 = -7990533.163200
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (6863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28941.020000 sec): 2 clusters
  Score: Raw -1067844.697452 + Penalty 2190.807186 = -1065653.890266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28941.210000 sec): 3 clusters
  Score: Raw -1064343.318805 + Penalty 4381.614372 = -1059961.704433
  nChanged 2776
		SP:Iteration 1F (28941.370000 sec): 3 clusters
  Score: Raw -1066202.914717 + Penalty 4381.614372 = -1061821.300345
  nChanged 780
		SP:Iteration 2F (28941.570000 sec): 3 clusters
  Score: Raw -1067188.337914 + Penalty 4381.614372 = -1062806.723542
  nChanged 709
		SP:Iteration 3F (28941.790000 sec): 3 clusters
  Score: Raw -1068095.504191 + Penalty 4381.614372 = -1063713.889819
  nChanged 569
		SP:Iteration 4F (28941.910000 sec): 3 clusters
  Score: Raw -1068748.510916 + Penalty 4381.614372 = -1064366.896544
  nChanged 425
		SP:Iteration 5F (28942.100000 sec): 3 clusters
  Score: Raw -1069109.610771 + Penalty 4381.614372 = -1064727.996399
  nChanged 264
		SP:Iteration 6Q (28942.350000 sec): 3 clusters
  Score: Raw -1069283.520778 + Penalty 4381.614372 = -1064901.906407
  nChanged 180
		SP:Iteration 7Q (28942.510000 sec): 3 clusters
  Score: Raw -1069382.736925 + Penalty 4381.614372 = -1065001.122554
  nChanged 131
		SP:Iteration 8Q (28942.680000 sec): 3 clusters
  Score: Raw -1069441.078406 + Penalty 4381.614372 = -1065059.464034
  nChanged 85
		SP:Iteration 9Q (28942.830000 sec): 3 clusters
  Score: Raw -1069472.740071 + Penalty 4381.614372 = -1065091.125700
  nChanged 67
		SP:Iteration 10Q (28943.040000 sec): 3 clusters
  Score: Raw -1069497.339085 + Penalty 4381.614372 = -1065115.724713
  nChanged 57
		SP:Iteration 11Q (28943.230000 sec): 3 clusters
  Score: Raw -1069515.325095 + Penalty 4381.614372 = -1065133.710724
  nChanged 51
		SP:Iteration 12Q (28943.390000 sec): 3 clusters
  Score: Raw -1069532.054662 + Penalty 4381.614372 = -1065150.440290
  nChanged 48
		SP:Iteration 13Q (28943.590000 sec): 3 clusters
  Score: Raw -1069549.316826 + Penalty 4381.614372 = -1065167.702454
  nChanged 45
		SP:Iteration 14Q (28943.730000 sec): 3 clusters
  Score: Raw -1069560.845062 + Penalty 4381.614372 = -1065179.230691
  nChanged 31
		SP:Iteration 15Q (28943.940000 sec): 3 clusters
  Score: Raw -1069569.659593 + Penalty 4381.614372 = -1065188.045221
  nChanged 31
		SP:Iteration 16Q (28944.130000 sec): 3 clusters
  Score: Raw -1069578.281970 + Penalty 4381.614372 = -1065196.667598
  nChanged 32
		SP:Iteration 17Q (28944.290000 sec): 3 clusters
  Score: Raw -1069586.841086 + Penalty 4381.614372 = -1065205.226714
  nChanged 29
		SP:Iteration 18Q (28944.500000 sec): 3 clusters
  Score: Raw -1069594.226484 + Penalty 4381.614372 = -1065212.612112
  nChanged 22
		SP:Iteration 19Q (28944.690000 sec): 3 clusters
  Score: Raw -1069600.151057 + Penalty 4381.614372 = -1065218.536686
  nChanged 17
		SP:Iteration 20F (28944.870000 sec): 3 clusters
  Score: Raw -1069604.200794 + Penalty 4381.614372 = -1065222.586422
  nChanged 16
		SP:Iteration 21Q (28945.060000 sec): 3 clusters
  Score: Raw -1069609.213883 + Penalty 4381.614372 = -1065227.599511
  nChanged 21
		SP:Iteration 22Q (28945.310000 sec): 3 clusters
  Score: Raw -1069613.952246 + Penalty 4381.614372 = -1065232.337874
  nChanged 15
		SP:Iteration 23Q (28945.480000 sec): 3 clusters
  Score: Raw -1069616.994792 + Penalty 4381.614372 = -1065235.380420
  nChanged 8
		SP:Iteration 24Q (28945.680000 sec): 3 clusters
  Score: Raw -1069618.734816 + Penalty 4381.614372 = -1065237.120444
  nChanged 7
		SP:Iteration 25Q (28945.790000 sec): 3 clusters
  Score: Raw -1069620.067379 + Penalty 4381.614372 = -1065238.453008
  nChanged 7
		SP:Iteration 26Q (28945.980000 sec): 3 clusters
  Score: Raw -1069621.722759 + Penalty 4381.614372 = -1065240.108388
  nChanged 9
		SP:Iteration 27Q (28946.150000 sec): 3 clusters
  Score: Raw -1069623.717414 + Penalty 4381.614372 = -1065242.103043
  nChanged 5
		SP:Iteration 28Q (28946.310000 sec): 3 clusters
  Score: Raw -1069625.348845 + Penalty 4381.614372 = -1065243.734473
  nChanged 7
		SP:Iteration 29Q (28946.490000 sec): 3 clusters
  Score: Raw -1069626.520180 + Penalty 4381.614372 = -1065244.905808
  nChanged 9
		SP:Iteration 30Q (28946.700000 sec): 3 clusters
  Score: Raw -1069628.886177 + Penalty 4381.614372 = -1065247.271805
  nChanged 9
		SP:Iteration 31Q (28946.880000 sec): 3 clusters
  Score: Raw -1069631.347545 + Penalty 4381.614372 = -1065249.733174
  nChanged 13
		SP:Iteration 32Q (28947.090000 sec): 3 clusters
  Score: Raw -1069634.013793 + Penalty 4381.614372 = -1065252.399422
  nChanged 10
		SP:Iteration 33Q (28947.260000 sec): 3 clusters
  Score: Raw -1069635.843230 + Penalty 4381.614372 = -1065254.228859
  nChanged 7
		SP:Iteration 34Q (28947.460000 sec): 3 clusters
  Score: Raw -1069637.316575 + Penalty 4381.614372 = -1065255.702204
  nChanged 3
		SP:Iteration 35Q (28947.610000 sec): 3 clusters
  Score: Raw -1069637.744154 + Penalty 4381.614372 = -1065256.129783
  nChanged 2
		SP:Iteration 36Q (28947.800000 sec): 3 clusters
  Score: Raw -1069638.204838 + Penalty 4381.614372 = -1065256.590466
  nChanged 4
		SP:Iteration 37Q (28947.980000 sec): 3 clusters
  Score: Raw -1069638.892980 + Penalty 4381.614372 = -1065257.278608
  nChanged 4
		SP:Iteration 38Q (28948.150000 sec): 3 clusters
  Score: Raw -1069639.866785 + Penalty 4381.614372 = -1065258.252414
  nChanged 5
		SP:Iteration 39Q (28948.350000 sec): 3 clusters
  Score: Raw -1069640.819736 + Penalty 4381.614372 = -1065259.205364
  nChanged 1
		SP:Iteration 40F (28948.530000 sec): 3 clusters
  Score: Raw -1069641.067881 + Penalty 4381.614372 = -1065259.453509
  nChanged 1
		SP:Iteration 41Q (28948.700000 sec): 3 clusters
  Score: Raw -1069641.238899 + Penalty 4381.614372 = -1065259.624528
  nChanged 1
		SP:Iteration 42Q (28948.880000 sec): 3 clusters
  Score: Raw -1069641.406553 + Penalty 4381.614372 = -1065259.792181
  nChanged 1
		SP:Iteration 43Q (28949.070000 sec): 3 clusters
  Score: Raw -1069641.603672 + Penalty 4381.614372 = -1065259.989301
  nChanged 1
		SP:Iteration 44Q (28949.250000 sec): 3 clusters
  Score: Raw -1069641.813102 + Penalty 4381.614372 = -1065260.198730
  nChanged 3
		SP:Iteration 45Q (28949.400000 sec): 3 clusters
  Score: Raw -1069642.553225 + Penalty 4381.614372 = -1065260.938853
  nChanged 2
		SP:Iteration 46Q (28949.590000 sec): 3 clusters
  Score: Raw -1069642.974838 + Penalty 4381.614372 = -1065261.360467
  nChanged 0
		SP:Iteration 47F (28949.770000 sec): 3 clusters
  Score: Raw -1069642.974838 + Penalty 4381.614372 = -1065261.360467
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (41245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28950.070000 sec): 2 clusters
  Score: Raw -6275945.199543 + Penalty 2635.566723 = -6273309.632821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28950.560000 sec): 3 clusters
  Score: Raw -6250627.293721 + Penalty 5271.133445 = -6245356.160276
  nChanged 18953
		SP:Iteration 1F (28951.040000 sec): 3 clusters
  Score: Raw -6261736.597521 + Penalty 5271.133445 = -6256465.464075
  nChanged 2581
		SP:Iteration 2F (28951.450000 sec): 3 clusters
  Score: Raw -6263197.629769 + Penalty 5271.133445 = -6257926.496323
  nChanged 2738
		SP:Iteration 3F (28951.840000 sec): 3 clusters
  Score: Raw -6264790.718301 + Penalty 5271.133445 = -6259519.584856
  nChanged 2712
		SP:Iteration 4F (28952.260000 sec): 3 clusters
  Score: Raw -6266339.643976 + Penalty 5271.133445 = -6261068.510531
  nChanged 2600
		SP:Iteration 5F (28952.680000 sec): 3 clusters
  Score: Raw -6267791.492973 + Penalty 5271.133445 = -6262520.359527
  nChanged 2290
		SP:Iteration 6F (28953.200000 sec): 3 clusters
  Score: Raw -6269095.594077 + Penalty 5271.133445 = -6263824.460632
  nChanged 2055
		SP:Iteration 7Q (28953.690000 sec): 3 clusters
  Score: Raw -6270093.192803 + Penalty 5271.133445 = -6264822.059357
  nChanged 1633
		SP:Iteration 8Q (28954.140000 sec): 3 clusters
  Score: Raw -6270776.001697 + Penalty 5271.133445 = -6265504.868252
  nChanged 1314
		SP:Iteration 9Q (28954.650000 sec): 3 clusters
  Score: Raw -6271269.714744 + Penalty 5271.133445 = -6265998.581299
  nChanged 1071
		SP:Iteration 10Q (28955.090000 sec): 3 clusters
  Score: Raw -6271647.830968 + Penalty 5271.133445 = -6266376.697522
  nChanged 910
		SP:Iteration 11Q (28955.510000 sec): 3 clusters
  Score: Raw -6271945.090447 + Penalty 5271.133445 = -6266673.957002
  nChanged 782
		SP:Iteration 12Q (28955.920000 sec): 3 clusters
  Score: Raw -6272185.142551 + Penalty 5271.133445 = -6266914.009105
  nChanged 681
		SP:Iteration 13Q (28956.380000 sec): 3 clusters
  Score: Raw -6272380.692637 + Penalty 5271.133445 = -6267109.559192
  nChanged 629
		SP:Iteration 14Q (28956.840000 sec): 3 clusters
  Score: Raw -6272544.055690 + Penalty 5271.133445 = -6267272.922245
  nChanged 535
		SP:Iteration 15Q (28957.330000 sec): 3 clusters
  Score: Raw -6272674.914042 + Penalty 5271.133445 = -6267403.780597
  nChanged 472
		SP:Iteration 16Q (28957.720000 sec): 3 clusters
  Score: Raw -6272783.841134 + Penalty 5271.133445 = -6267512.707689
  nChanged 419
		SP:Iteration 17Q (28958.140000 sec): 3 clusters
  Score: Raw -6272873.670883 + Penalty 5271.133445 = -6267602.537437
  nChanged 366
		SP:Iteration 18Q (28958.610000 sec): 3 clusters
  Score: Raw -6272948.884321 + Penalty 5271.133445 = -6267677.750876
  nChanged 328
		SP:Iteration 19Q (28959.030000 sec): 3 clusters
  Score: Raw -6273012.832366 + Penalty 5271.133445 = -6267741.698921
  nChanged 330
		SP:Iteration 20F (28959.520000 sec): 3 clusters
  Score: Raw -6273081.377244 + Penalty 5271.133445 = -6267810.243798
  nChanged 328
		SP:Iteration 21Q (28960.030000 sec): 3 clusters
  Score: Raw -6273145.371905 + Penalty 5271.133445 = -6267874.238459
  nChanged 326
		SP:Iteration 22Q (28960.410000 sec): 3 clusters
  Score: Raw -6273203.832971 + Penalty 5271.133445 = -6267932.699526
  nChanged 287
		SP:Iteration 23Q (28960.870000 sec): 3 clusters
  Score: Raw -6273253.896040 + Penalty 5271.133445 = -6267982.762595
  nChanged 275
		SP:Iteration 24Q (28961.330000 sec): 3 clusters
  Score: Raw -6273301.991423 + Penalty 5271.133445 = -6268030.857977
  nChanged 242
		SP:Iteration 25Q (28961.800000 sec): 3 clusters
  Score: Raw -6273343.349943 + Penalty 5271.133445 = -6268072.216497
  nChanged 240
		SP:Iteration 26Q (28962.310000 sec): 3 clusters
  Score: Raw -6273380.922779 + Penalty 5271.133445 = -6268109.789334
  nChanged 254
		SP:Iteration 27Q (28962.790000 sec): 3 clusters
  Score: Raw -6273419.870865 + Penalty 5271.133445 = -6268148.737419
  nChanged 219
		SP:Iteration 28Q (28963.260000 sec): 3 clusters
  Score: Raw -6273452.197075 + Penalty 5271.133445 = -6268181.063629
  nChanged 210
		SP:Iteration 29Q (28963.690000 sec): 3 clusters
  Score: Raw -6273483.836728 + Penalty 5271.133445 = -6268212.703283
  nChanged 197
		SP:Iteration 30Q (28964.160000 sec): 3 clusters
  Score: Raw -6273513.534117 + Penalty 5271.133445 = -6268242.400672
  nChanged 203
		SP:Iteration 31Q (28964.600000 sec): 3 clusters
  Score: Raw -6273544.808843 + Penalty 5271.133445 = -6268273.675398
  nChanged 207
		SP:Iteration 32Q (28965.020000 sec): 3 clusters
  Score: Raw -6273575.874693 + Penalty 5271.133445 = -6268304.741247
  nChanged 197
		SP:Iteration 33Q (28965.540000 sec): 3 clusters
  Score: Raw -6273607.203641 + Penalty 5271.133445 = -6268336.070195
  nChanged 211
		SP:Iteration 34Q (28965.950000 sec): 3 clusters
  Score: Raw -6273644.203320 + Penalty 5271.133445 = -6268373.069875
  nChanged 211
		SP:Iteration 35Q (28966.400000 sec): 3 clusters
  Score: Raw -6273678.970096 + Penalty 5271.133445 = -6268407.836651
  nChanged 238
		SP:Iteration 36Q (28966.870000 sec): 3 clusters
  Score: Raw -6273717.684869 + Penalty 5271.133445 = -6268446.551424
  nChanged 223
		SP:Iteration 37Q (28967.340000 sec): 3 clusters
  Score: Raw -6273754.111875 + Penalty 5271.133445 = -6268482.978430
  nChanged 224
		SP:Iteration 38Q (28967.790000 sec): 3 clusters
  Score: Raw -6273791.043236 + Penalty 5271.133445 = -6268519.909790
  nChanged 219
		SP:Iteration 39Q (28968.210000 sec): 3 clusters
  Score: Raw -6273824.953004 + Penalty 5271.133445 = -6268553.819558
  nChanged 223
		SP:Iteration 40F (28968.660000 sec): 3 clusters
  Score: Raw -6273856.562527 + Penalty 5271.133445 = -6268585.429082
  nChanged 218
		SP:Iteration 41Q (28969.090000 sec): 3 clusters
  Score: Raw -6273886.947873 + Penalty 5271.133445 = -6268615.814427
  nChanged 201
		SP:Iteration 42Q (28969.510000 sec): 3 clusters
  Score: Raw -6273913.456029 + Penalty 5271.133445 = -6268642.322583
  nChanged 192
		SP:Iteration 43Q (28969.970000 sec): 3 clusters
  Score: Raw -6273939.139422 + Penalty 5271.133445 = -6268668.005976
  nChanged 165
		SP:Iteration 44Q (28970.400000 sec): 3 clusters
  Score: Raw -6273959.588818 + Penalty 5271.133445 = -6268688.455372
  nChanged 157
		SP:Iteration 45Q (28970.880000 sec): 3 clusters
  Score: Raw -6273978.782608 + Penalty 5271.133445 = -6268707.649163
  nChanged 159
		SP:Iteration 46Q (28971.370000 sec): 3 clusters
  Score: Raw -6273998.439947 + Penalty 5271.133445 = -6268727.306502
  nChanged 162
		SP:Iteration 47Q (28971.870000 sec): 3 clusters
  Score: Raw -6274017.596635 + Penalty 5271.133445 = -6268746.463189
  nChanged 155
		SP:Iteration 48Q (28972.330000 sec): 3 clusters
  Score: Raw -6274036.559452 + Penalty 5271.133445 = -6268765.426007
  nChanged 143
		SP:Iteration 49Q (28972.740000 sec): 3 clusters
  Score: Raw -6274055.128047 + Penalty 5271.133445 = -6268783.994601
  nChanged 146
		SP:Iteration 50Q (28973.150000 sec): 3 clusters
  Score: Raw -6274072.527026 + Penalty 5271.133445 = -6268801.393581
  nChanged 146
		SP:Iteration 51Q (28973.600000 sec): 3 clusters
  Score: Raw -6274091.659430 + Penalty 5271.133445 = -6268820.525985
  nChanged 185
		SP:Iteration 52Q (28974.030000 sec): 3 clusters
  Score: Raw -6274117.505109 + Penalty 5271.133445 = -6268846.371663
  nChanged 203
		SP:Iteration 53Q (28974.460000 sec): 3 clusters
  Score: Raw -6274149.576005 + Penalty 5271.133445 = -6268878.442559
  nChanged 236
		SP:Iteration 54Q (28974.880000 sec): 3 clusters
  Score: Raw -6274185.437828 + Penalty 5271.133445 = -6268914.304382
  nChanged 242
		SP:Iteration 55Q (28975.350000 sec): 3 clusters
  Score: Raw -6274222.412924 + Penalty 5271.133445 = -6268951.279478
  nChanged 241
		SP:Iteration 56Q (28975.710000 sec): 3 clusters
  Score: Raw -6274262.955041 + Penalty 5271.133445 = -6268991.821595
  nChanged 283
		SP:Iteration 57Q (28976.230000 sec): 3 clusters
  Score: Raw -6274314.906804 + Penalty 5271.133445 = -6269043.773358
  nChanged 317
		SP:Iteration 58Q (28976.630000 sec): 3 clusters
  Score: Raw -6274372.567291 + Penalty 5271.133445 = -6269101.433845
  nChanged 315
		SP:Iteration 59Q (28977.060000 sec): 3 clusters
  Score: Raw -6274433.774139 + Penalty 5271.133445 = -6269162.640694
  nChanged 314
		SP:Iteration 60F (28977.510000 sec): 3 clusters
  Score: Raw -6274496.966670 + Penalty 5271.133445 = -6269225.833224
  nChanged 318
		SP:Iteration 61Q (28977.930000 sec): 3 clusters
  Score: Raw -6274561.345776 + Penalty 5271.133445 = -6269290.212331
  nChanged 334
		SP:Iteration 62Q (28978.390000 sec): 3 clusters
  Score: Raw -6274637.978892 + Penalty 5271.133445 = -6269366.845447
  nChanged 368
		SP:Iteration 63Q (28978.790000 sec): 3 clusters
  Score: Raw -6274726.888943 + Penalty 5271.133445 = -6269455.755497
  nChanged 365
		SP:Iteration 64Q (28979.290000 sec): 3 clusters
  Score: Raw -6274820.046843 + Penalty 5271.133445 = -6269548.913397
  nChanged 383
		SP:Iteration 65Q (28979.740000 sec): 3 clusters
  Score: Raw -6274922.142810 + Penalty 5271.133445 = -6269651.009364
  nChanged 397
		SP:Iteration 66Q (28980.200000 sec): 3 clusters
  Score: Raw -6275031.418955 + Penalty 5271.133445 = -6269760.285509
  nChanged 413
		SP:Iteration 67Q (28980.600000 sec): 3 clusters
  Score: Raw -6275157.633421 + Penalty 5271.133445 = -6269886.499975
  nChanged 400
		SP:Iteration 68Q (28981.020000 sec): 3 clusters
  Score: Raw -6275274.184843 + Penalty 5271.133445 = -6270003.051398
  nChanged 389
		SP:Iteration 69Q (28981.430000 sec): 3 clusters
  Score: Raw -6275388.322897 + Penalty 5271.133445 = -6270117.189451
  nChanged 381
		SP:Iteration 70Q (28981.800000 sec): 3 clusters
  Score: Raw -6275512.297716 + Penalty 5271.133445 = -6270241.164271
  nChanged 397
		SP:Iteration 71Q (28982.200000 sec): 3 clusters
  Score: Raw -6275650.958252 + Penalty 5271.133445 = -6270379.824806
  nChanged 412
		SP:Iteration 72Q (28982.600000 sec): 3 clusters
  Score: Raw -6275808.703979 + Penalty 5271.133445 = -6270537.570533
  nChanged 450
		SP:Iteration 73Q (28983.050000 sec): 3 clusters
  Score: Raw -6276000.479803 + Penalty 5271.133445 = -6270729.346358
  nChanged 437
		SP:Iteration 74Q (28983.390000 sec): 3 clusters
  Score: Raw -6276201.818498 + Penalty 5271.133445 = -6270930.685052
  nChanged 421
		SP:Iteration 75Q (28983.790000 sec): 3 clusters
  Score: Raw -6276399.661099 + Penalty 5271.133445 = -6271128.527654
  nChanged 417
		SP:Iteration 76Q (28984.230000 sec): 3 clusters
  Score: Raw -6276587.977128 + Penalty 5271.133445 = -6271316.843682
  nChanged 365
		SP:Iteration 77Q (28984.640000 sec): 3 clusters
  Score: Raw -6276752.371012 + Penalty 5271.133445 = -6271481.237567
  nChanged 318
		SP:Iteration 78Q (28985.100000 sec): 3 clusters
  Score: Raw -6276902.204149 + Penalty 5271.133445 = -6271631.070703
  nChanged 268
		SP:Iteration 79Q (28985.540000 sec): 3 clusters
  Score: Raw -6277016.305278 + Penalty 5271.133445 = -6271745.171832
  nChanged 242
		SP:Iteration 80F (28985.980000 sec): 3 clusters
  Score: Raw -6277130.938554 + Penalty 5271.133445 = -6271859.805109
  nChanged 214
		SP:Iteration 81Q (28986.390000 sec): 3 clusters
  Score: Raw -6277225.724679 + Penalty 5271.133445 = -6271954.591233
  nChanged 163
		SP:Iteration 82Q (28986.770000 sec): 3 clusters
  Score: Raw -6277302.131946 + Penalty 5271.133445 = -6272030.998501
  nChanged 140
		SP:Iteration 83Q (28987.120000 sec): 3 clusters
  Score: Raw -6277354.293393 + Penalty 5271.133445 = -6272083.159947
  nChanged 102
		SP:Iteration 84Q (28987.520000 sec): 3 clusters
  Score: Raw -6277397.178914 + Penalty 5271.133445 = -6272126.045468
  nChanged 104
		SP:Iteration 85Q (28987.880000 sec): 3 clusters
  Score: Raw -6277436.885485 + Penalty 5271.133445 = -6272165.752040
  nChanged 89
		SP:Iteration 86Q (28988.300000 sec): 3 clusters
  Score: Raw -6277466.192322 + Penalty 5271.133445 = -6272195.058877
  nChanged 69
		SP:Iteration 87Q (28988.700000 sec): 3 clusters
  Score: Raw -6277484.446093 + Penalty 5271.133445 = -6272213.312648
  nChanged 50
		SP:Iteration 88Q (28989.100000 sec): 3 clusters
  Score: Raw -6277500.613922 + Penalty 5271.133445 = -6272229.480477
  nChanged 44
		SP:Iteration 89Q (28989.530000 sec): 3 clusters
  Score: Raw -6277514.226014 + Penalty 5271.133445 = -6272243.092569
  nChanged 39
		SP:Iteration 90Q (28989.960000 sec): 3 clusters
  Score: Raw -6277524.662380 + Penalty 5271.133445 = -6272253.528935
  nChanged 30
		SP:Iteration 91Q (28990.420000 sec): 3 clusters
  Score: Raw -6277531.946018 + Penalty 5271.133445 = -6272260.812572
  nChanged 25
		SP:Iteration 92Q (28990.810000 sec): 3 clusters
  Score: Raw -6277538.534839 + Penalty 5271.133445 = -6272267.401393
  nChanged 27
		SP:Iteration 93Q (28991.180000 sec): 3 clusters
  Score: Raw -6277544.388277 + Penalty 5271.133445 = -6272273.254831
  nChanged 16
		SP:Iteration 94Q (28991.600000 sec): 3 clusters
  Score: Raw -6277548.198430 + Penalty 5271.133445 = -6272277.064984
  nChanged 18
		SP:Iteration 95Q (28991.940000 sec): 3 clusters
  Score: Raw -6277552.656417 + Penalty 5271.133445 = -6272281.522971
  nChanged 17
		SP:Iteration 96Q (28992.350000 sec): 3 clusters
  Score: Raw -6277557.948887 + Penalty 5271.133445 = -6272286.815442
  nChanged 24
		SP:Iteration 97Q (28992.780000 sec): 3 clusters
  Score: Raw -6277565.651605 + Penalty 5271.133445 = -6272294.518160
  nChanged 27
		SP:Iteration 98Q (28993.120000 sec): 3 clusters
  Score: Raw -6277572.981129 + Penalty 5271.133445 = -6272301.847684
  nChanged 22
		SP:Iteration 99Q (28993.430000 sec): 3 clusters
  Score: Raw -6277579.365800 + Penalty 5271.133445 = -6272308.232355
  nChanged 30
		SP:Iteration 100F (28993.810000 sec): 3 clusters
  Score: Raw -6277592.045801 + Penalty 5271.133445 = -6272320.912356
  nChanged 33
		SP:Iteration 101Q (28994.190000 sec): 3 clusters
  Score: Raw -6277604.943090 + Penalty 5271.133445 = -6272333.809645
  nChanged 33
		SP:Iteration 102Q (28994.510000 sec): 3 clusters
  Score: Raw -6277618.993019 + Penalty 5271.133445 = -6272347.859573
  nChanged 30
		SP:Iteration 103Q (28994.940000 sec): 3 clusters
  Score: Raw -6277631.704235 + Penalty 5271.133445 = -6272360.570789
  nChanged 36
		SP:Iteration 104Q (28995.370000 sec): 3 clusters
  Score: Raw -6277645.854081 + Penalty 5271.133445 = -6272374.720636
  nChanged 40
		SP:Iteration 105Q (28995.710000 sec): 3 clusters
  Score: Raw -6277662.482010 + Penalty 5271.133445 = -6272391.348565
  nChanged 41
		SP:Iteration 106Q (28996.090000 sec): 3 clusters
  Score: Raw -6277677.326133 + Penalty 5271.133445 = -6272406.192687
  nChanged 29
		SP:Iteration 107Q (28996.480000 sec): 3 clusters
  Score: Raw -6277689.208411 + Penalty 5271.133445 = -6272418.074966
  nChanged 35
		SP:Iteration 108Q (28996.830000 sec): 3 clusters
  Score: Raw -6277705.801339 + Penalty 5271.133445 = -6272434.667894
  nChanged 32
		SP:Iteration 109Q (28997.230000 sec): 3 clusters
  Score: Raw -6277716.228852 + Penalty 5271.133445 = -6272445.095407
  nChanged 29
		SP:Iteration 110Q (28997.610000 sec): 3 clusters
  Score: Raw -6277727.792417 + Penalty 5271.133445 = -6272456.658971
  nChanged 33
		SP:Iteration 111Q (28998.030000 sec): 3 clusters
  Score: Raw -6277747.007079 + Penalty 5271.133445 = -6272475.873634
  nChanged 48
		SP:Iteration 112Q (28998.440000 sec): 3 clusters
  Score: Raw -6277782.475494 + Penalty 5271.133445 = -6272511.342049
  nChanged 62
		SP:Iteration 113Q (28998.800000 sec): 3 clusters
  Score: Raw -6277827.841982 + Penalty 5271.133445 = -6272556.708537
  nChanged 65
		SP:Iteration 114Q (28999.120000 sec): 3 clusters
  Score: Raw -6277863.898550 + Penalty 5271.133445 = -6272592.765104
  nChanged 68
		SP:Iteration 115Q (28999.450000 sec): 3 clusters
  Score: Raw -6277896.064709 + Penalty 5271.133445 = -6272624.931263
  nChanged 70
		SP:Iteration 116Q (28999.810000 sec): 3 clusters
  Score: Raw -6277931.456855 + Penalty 5271.133445 = -6272660.323409
  nChanged 66
		SP:Iteration 117Q (29000.230000 sec): 3 clusters
  Score: Raw -6277969.451994 + Penalty 5271.133445 = -6272698.318548
  nChanged 45
		SP:Iteration 118Q (29000.580000 sec): 3 clusters
  Score: Raw -6277988.406194 + Penalty 5271.133445 = -6272717.272749
  nChanged 28
		SP:Iteration 119Q (29000.940000 sec): 3 clusters
  Score: Raw -6278000.343287 + Penalty 5271.133445 = -6272729.209841
  nChanged 28
		SP:Iteration 120F (29001.360000 sec): 3 clusters
  Score: Raw -6278060.836207 + Penalty 5271.133445 = -6272789.702761
  nChanged 70
		SP:Iteration 121Q (29001.790000 sec): 3 clusters
  Score: Raw -6278139.158131 + Penalty 5271.133445 = -6272868.024685
  nChanged 87
		SP:Iteration 122Q (29002.210000 sec): 3 clusters
  Score: Raw -6278216.870387 + Penalty 5271.133445 = -6272945.736942
  nChanged 93
		SP:Iteration 123Q (29002.530000 sec): 3 clusters
  Score: Raw -6278295.249898 + Penalty 5271.133445 = -6273024.116452
  nChanged 91
		SP:Iteration 124Q (29002.950000 sec): 3 clusters
  Score: Raw -6278377.452686 + Penalty 5271.133445 = -6273106.319241
  nChanged 95
		SP:Iteration 125Q (29003.280000 sec): 3 clusters
  Score: Raw -6278455.721232 + Penalty 5271.133445 = -6273184.587787
  nChanged 86
		SP:Iteration 126Q (29003.700000 sec): 3 clusters
  Score: Raw -6278533.969053 + Penalty 5271.133445 = -6273262.835608
  nChanged 87
		SP:Iteration 127Q (29004.030000 sec): 3 clusters
  Score: Raw -6278617.803998 + Penalty 5271.133445 = -6273346.670552
  nChanged 73
		SP:Iteration 128Q (29004.430000 sec): 3 clusters
  Score: Raw -6278676.906203 + Penalty 5271.133445 = -6273405.772758
  nChanged 59
		SP:Iteration 129Q (29004.790000 sec): 3 clusters
  Score: Raw -6278719.643846 + Penalty 5271.133445 = -6273448.510401
  nChanged 42
		SP:Iteration 130Q (29005.140000 sec): 3 clusters
  Score: Raw -6278742.133058 + Penalty 5271.133445 = -6273470.999612
  nChanged 34
		SP:Iteration 131Q (29005.530000 sec): 3 clusters
  Score: Raw -6278759.115393 + Penalty 5271.133445 = -6273487.981947
  nChanged 18
		SP:Iteration 132Q (29005.920000 sec): 3 clusters
  Score: Raw -6278765.083061 + Penalty 5271.133445 = -6273493.949616
  nChanged 11
		SP:Iteration 133Q (29006.360000 sec): 3 clusters
  Score: Raw -6278768.199118 + Penalty 5271.133445 = -6273497.065672
  nChanged 3
		SP:Iteration 134Q (29006.770000 sec): 3 clusters
  Score: Raw -6278769.058212 + Penalty 5271.133445 = -6273497.924766
  nChanged 2
		SP:Iteration 135Q (29007.150000 sec): 3 clusters
  Score: Raw -6278769.383593 + Penalty 5271.133445 = -6273498.250147
  nChanged 1
		SP:Iteration 136Q (29007.540000 sec): 3 clusters
  Score: Raw -6278769.568501 + Penalty 5271.133445 = -6273498.435055
  nChanged 0
		SP:Iteration 137F (29008.030000 sec): 3 clusters
  Score: Raw -6278837.037667 + Penalty 5271.133445 = -6273565.904222
  nChanged 46
		SP:Iteration 138Q (29008.360000 sec): 3 clusters
  Score: Raw -6278902.741398 + Penalty 5271.133445 = -6273631.607952
  nChanged 62
		SP:Iteration 139Q (29008.740000 sec): 3 clusters
  Score: Raw -6278960.761132 + Penalty 5271.133445 = -6273689.627687
  nChanged 51
		SP:Iteration 140F (29009.160000 sec): 3 clusters
  Score: Raw -6279001.620000 + Penalty 5271.133445 = -6273730.486555
  nChanged 56
		SP:Iteration 141Q (29009.560000 sec): 3 clusters
  Score: Raw -6279049.342609 + Penalty 5271.133445 = -6273778.209164
  nChanged 51
		SP:Iteration 142Q (29009.980000 sec): 3 clusters
  Score: Raw -6279091.390961 + Penalty 5271.133445 = -6273820.257515
  nChanged 51
		SP:Iteration 143Q (29010.370000 sec): 3 clusters
  Score: Raw -6279124.153420 + Penalty 5271.133445 = -6273853.019975
  nChanged 47
		SP:Iteration 144Q (29010.800000 sec): 3 clusters
  Score: Raw -6279162.239210 + Penalty 5271.133445 = -6273891.105765
  nChanged 42
		SP:Iteration 145Q (29011.230000 sec): 3 clusters
  Score: Raw -6279192.528161 + Penalty 5271.133445 = -6273921.394715
  nChanged 37
		SP:Iteration 146Q (29011.610000 sec): 3 clusters
  Score: Raw -6279212.814459 + Penalty 5271.133445 = -6273941.681014
  nChanged 25
		SP:Iteration 147Q (29012.060000 sec): 3 clusters
  Score: Raw -6279221.812799 + Penalty 5271.133445 = -6273950.679353
  nChanged 17
		SP:Iteration 148Q (29012.420000 sec): 3 clusters
  Score: Raw -6279227.886605 + Penalty 5271.133445 = -6273956.753159
  nChanged 8
		SP:Iteration 149Q (29012.870000 sec): 3 clusters
  Score: Raw -6279229.383216 + Penalty 5271.133445 = -6273958.249770
  nChanged 2
		SP:Iteration 150Q (29013.270000 sec): 3 clusters
  Score: Raw -6279229.764891 + Penalty 5271.133445 = -6273958.631445
  nChanged 0
		SP:Iteration 151F (29013.730000 sec): 3 clusters
  Score: Raw -6279255.866770 + Penalty 5271.133445 = -6273984.733325
  nChanged 23
		SP:Iteration 152Q (29014.130000 sec): 3 clusters
  Score: Raw -6279295.914781 + Penalty 5271.133445 = -6274024.781335
  nChanged 47
		SP:Iteration 153Q (29014.580000 sec): 3 clusters
  Score: Raw -6279337.845276 + Penalty 5271.133445 = -6274066.711830
  nChanged 56
		SP:Iteration 154Q (29014.960000 sec): 3 clusters
  Score: Raw -6279380.543746 + Penalty 5271.133445 = -6274109.410300
  nChanged 43
		SP:Iteration 155Q (29015.310000 sec): 3 clusters
  Score: Raw -6279403.390062 + Penalty 5271.133445 = -6274132.256616
  nChanged 38
		SP:Iteration 156Q (29015.700000 sec): 3 clusters
  Score: Raw -6279418.724400 + Penalty 5271.133445 = -6274147.590955
  nChanged 32
		SP:Iteration 157Q (29016.120000 sec): 3 clusters
  Score: Raw -6279429.114960 + Penalty 5271.133445 = -6274157.981515
  nChanged 27
		SP:Iteration 158Q (29016.540000 sec): 3 clusters
  Score: Raw -6279437.612352 + Penalty 5271.133445 = -6274166.478907
  nChanged 12
		SP:Iteration 159Q (29016.920000 sec): 3 clusters
  Score: Raw -6279440.252217 + Penalty 5271.133445 = -6274169.118772
  nChanged 8
		SP:Iteration 160F (29017.370000 sec): 3 clusters
  Score: Raw -6279449.976485 + Penalty 5271.133445 = -6274178.843040
  nChanged 8
		SP:Iteration 161Q (29017.820000 sec): 3 clusters
  Score: Raw -6279454.984207 + Penalty 5271.133445 = -6274183.850762
  nChanged 19
		SP:Iteration 162Q (29018.220000 sec): 3 clusters
  Score: Raw -6279460.908233 + Penalty 5271.133445 = -6274189.774787
  nChanged 16
		SP:Iteration 163Q (29018.720000 sec): 3 clusters
  Score: Raw -6279466.285527 + Penalty 5271.133445 = -6274195.152081
  nChanged 15
		SP:Iteration 164Q (29019.170000 sec): 3 clusters
  Score: Raw -6279471.687166 + Penalty 5271.133445 = -6274200.553721
  nChanged 16
		SP:Iteration 165Q (29019.610000 sec): 3 clusters
  Score: Raw -6279476.252950 + Penalty 5271.133445 = -6274205.119505
  nChanged 8
		SP:Iteration 166Q (29020.010000 sec): 3 clusters
  Score: Raw -6279477.880778 + Penalty 5271.133445 = -6274206.747332
  nChanged 3
		SP:Iteration 167Q (29020.470000 sec): 3 clusters
  Score: Raw -6279479.023057 + Penalty 5271.133445 = -6274207.889612
  nChanged 5
		SP:Iteration 168Q (29020.840000 sec): 3 clusters
  Score: Raw -6279480.401735 + Penalty 5271.133445 = -6274209.268289
  nChanged 4
		SP:Iteration 169Q (29021.310000 sec): 3 clusters
  Score: Raw -6279481.539964 + Penalty 5271.133445 = -6274210.406518
  nChanged 3
		SP:Iteration 170Q (29021.670000 sec): 3 clusters
  Score: Raw -6279482.144159 + Penalty 5271.133445 = -6274211.010714
  nChanged 2
		SP:Iteration 171Q (29022.140000 sec): 3 clusters
  Score: Raw -6279482.696643 + Penalty 5271.133445 = -6274211.563198
  nChanged 3
		SP:Iteration 172Q (29022.560000 sec): 3 clusters
  Score: Raw -6279483.275328 + Penalty 5271.133445 = -6274212.141883
  nChanged 5
		SP:Iteration 173Q (29023.020000 sec): 3 clusters
  Score: Raw -6279483.990147 + Penalty 5271.133445 = -6274212.856701
  nChanged 3
		SP:Iteration 174Q (29023.470000 sec): 3 clusters
  Score: Raw -6279484.492957 + Penalty 5271.133445 = -6274213.359512
  nChanged 1
		SP:Iteration 175Q (29023.900000 sec): 3 clusters
  Score: Raw -6279484.579771 + Penalty 5271.133445 = -6274213.446325
  nChanged 1
		SP:Iteration 176Q (29024.310000 sec): 3 clusters
  Score: Raw -6279484.703998 + Penalty 5271.133445 = -6274213.570553
  nChanged 2
		SP:Iteration 177Q (29024.830000 sec): 3 clusters
  Score: Raw -6279484.963294 + Penalty 5271.133445 = -6274213.829849
  nChanged 1
		SP:Iteration 178Q (29025.190000 sec): 3 clusters
  Score: Raw -6279485.088390 + Penalty 5271.133445 = -6274213.954944
  nChanged 0
		SP:Iteration 179F (29025.710000 sec): 3 clusters
  Score: Raw -6279485.088390 + Penalty 5271.133445 = -6274213.954944
  nChanged 0

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

 Trying to split cluster 47 (3771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29025.810000 sec): 2 clusters
  Score: Raw -552506.221574 + Penalty 2042.303683 = -550463.917890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29025.980000 sec): 3 clusters
  Score: Raw -550862.064777 + Penalty 4084.607367 = -546777.457410
  nChanged 1389
		SP:Iteration 1F (29026.170000 sec): 3 clusters
  Score: Raw -551775.562024 + Penalty 4084.607367 = -547690.954658
  nChanged 318
		SP:Iteration 2F (29026.300000 sec): 3 clusters
  Score: Raw -552028.417542 + Penalty 4084.607367 = -547943.810175
  nChanged 231
		SP:Iteration 3F (29026.460000 sec): 3 clusters
  Score: Raw -552248.879901 + Penalty 4084.607367 = -548164.272535
  nChanged 222
		SP:Iteration 4F (29026.650000 sec): 3 clusters
  Score: Raw -552478.500100 + Penalty 4084.607367 = -548393.892734
  nChanged 218
		SP:Iteration 5F (29026.830000 sec): 3 clusters
  Score: Raw -552750.064376 + Penalty 4084.607367 = -548665.457010
  nChanged 195
		SP:Iteration 6F (29027.000000 sec): 3 clusters
  Score: Raw -552962.396419 + Penalty 4084.607367 = -548877.789052
  nChanged 150
		SP:Iteration 7Q (29027.190000 sec): 3 clusters
  Score: Raw -553107.606287 + Penalty 4084.607367 = -549022.998920
  nChanged 137
		SP:Iteration 8Q (29027.410000 sec): 3 clusters
  Score: Raw -553233.826071 + Penalty 4084.607367 = -549149.218704
  nChanged 96
		SP:Iteration 9Q (29027.550000 sec): 3 clusters
  Score: Raw -553304.835419 + Penalty 4084.607367 = -549220.228052
  nChanged 55
		SP:Iteration 10Q (29027.750000 sec): 3 clusters
  Score: Raw -553350.592885 + Penalty 4084.607367 = -549265.985518
  nChanged 46
		SP:Iteration 11Q (29027.940000 sec): 3 clusters
  Score: Raw -553393.703188 + Penalty 4084.607367 = -549309.095822
  nChanged 39
		SP:Iteration 12Q (29028.080000 sec): 3 clusters
  Score: Raw -553433.530203 + Penalty 4084.607367 = -549348.922837
  nChanged 33
		SP:Iteration 13Q (29028.260000 sec): 3 clusters
  Score: Raw -553464.559465 + Penalty 4084.607367 = -549379.952098
  nChanged 23
		SP:Iteration 14Q (29028.440000 sec): 3 clusters
  Score: Raw -553481.579000 + Penalty 4084.607367 = -549396.971634
  nChanged 24
		SP:Iteration 15Q (29028.590000 sec): 3 clusters
  Score: Raw -553496.960371 + Penalty 4084.607367 = -549412.353005
  nChanged 17
		SP:Iteration 16Q (29028.750000 sec): 3 clusters
  Score: Raw -553506.796213 + Penalty 4084.607367 = -549422.188846
  nChanged 16
		SP:Iteration 17Q (29028.940000 sec): 3 clusters
  Score: Raw -553519.104358 + Penalty 4084.607367 = -549434.496991
  nChanged 17
		SP:Iteration 18Q (29029.120000 sec): 3 clusters
  Score: Raw -553530.003273 + Penalty 4084.607367 = -549445.395907
  nChanged 17
		SP:Iteration 19Q (29029.320000 sec): 3 clusters
  Score: Raw -553538.696093 + Penalty 4084.607367 = -549454.088727
  nChanged 7
		SP:Iteration 20F (29029.460000 sec): 3 clusters
  Score: Raw -553542.942073 + Penalty 4084.607367 = -549458.334707
  nChanged 10
		SP:Iteration 21Q (29029.630000 sec): 3 clusters
  Score: Raw -553546.489830 + Penalty 4084.607367 = -549461.882463
  nChanged 11
		SP:Iteration 22Q (29029.820000 sec): 3 clusters
  Score: Raw -553552.404346 + Penalty 4084.607367 = -549467.796980
  nChanged 17
		SP:Iteration 23Q (29030.000000 sec): 3 clusters
  Score: Raw -553559.902886 + Penalty 4084.607367 = -549475.295519
  nChanged 21
		SP:Iteration 24Q (29030.150000 sec): 3 clusters
  Score: Raw -553571.216328 + Penalty 4084.607367 = -549486.608961
  nChanged 26
		SP:Iteration 25Q (29030.360000 sec): 3 clusters
  Score: Raw -553588.104322 + Penalty 4084.607367 = -549503.496955
  nChanged 35
		SP:Iteration 26Q (29030.530000 sec): 3 clusters
  Score: Raw -553613.845230 + Penalty 4084.607367 = -549529.237863
  nChanged 48
		SP:Iteration 27Q (29030.710000 sec): 3 clusters
  Score: Raw -553649.084032 + Penalty 4084.607367 = -549564.476666
  nChanged 54
		SP:Iteration 28Q (29030.880000 sec): 3 clusters
  Score: Raw -553693.270729 + Penalty 4084.607367 = -549608.663363
  nChanged 66
		SP:Iteration 29Q (29031.030000 sec): 3 clusters
  Score: Raw -553765.430322 + Penalty 4084.607367 = -549680.822956
  nChanged 95
		SP:Iteration 30Q (29031.210000 sec): 3 clusters
  Score: Raw -553874.267152 + Penalty 4084.607367 = -549789.659786
  nChanged 89
		SP:Iteration 31Q (29031.400000 sec): 3 clusters
  Score: Raw -553974.540911 + Penalty 4084.607367 = -549889.933544
  nChanged 82
		SP:Iteration 32Q (29031.570000 sec): 3 clusters
  Score: Raw -554064.710285 + Penalty 4084.607367 = -549980.102919
  nChanged 63
		SP:Iteration 33Q (29031.700000 sec): 3 clusters
  Score: Raw -554128.040716 + Penalty 4084.607367 = -550043.433350
  nChanged 56
		SP:Iteration 34Q (29031.860000 sec): 3 clusters
  Score: Raw -554176.973090 + Penalty 4084.607367 = -550092.365723
  nChanged 32
		SP:Iteration 35Q (29032.060000 sec): 3 clusters
  Score: Raw -554201.005249 + Penalty 4084.607367 = -550116.397883
  nChanged 19
		SP:Iteration 36Q (29032.240000 sec): 3 clusters
  Score: Raw -554213.733661 + Penalty 4084.607367 = -550129.126295
  nChanged 19
		SP:Iteration 37Q (29032.360000 sec): 3 clusters
  Score: Raw -554223.391313 + Penalty 4084.607367 = -550138.783946
  nChanged 15
		SP:Iteration 38Q (29032.540000 sec): 3 clusters
  Score: Raw -554233.381828 + Penalty 4084.607367 = -550148.774462
  nChanged 17
		SP:Iteration 39Q (29032.680000 sec): 3 clusters
  Score: Raw -554243.619646 + Penalty 4084.607367 = -550159.012279
  nChanged 19
		SP:Iteration 40F (29032.830000 sec): 3 clusters
  Score: Raw -554253.641777 + Penalty 4084.607367 = -550169.034411
  nChanged 11
		SP:Iteration 41Q (29032.980000 sec): 3 clusters
  Score: Raw -554257.581395 + Penalty 4084.607367 = -550172.974028
  nChanged 7
		SP:Iteration 42Q (29033.150000 sec): 3 clusters
  Score: Raw -554261.753422 + Penalty 4084.607367 = -550177.146056
  nChanged 9
		SP:Iteration 43Q (29033.320000 sec): 3 clusters
  Score: Raw -554266.699038 + Penalty 4084.607367 = -550182.091672
  nChanged 6
		SP:Iteration 44Q (29033.490000 sec): 3 clusters
  Score: Raw -554269.228472 + Penalty 4084.607367 = -550184.621105
  nChanged 5
		SP:Iteration 45Q (29033.640000 sec): 3 clusters
  Score: Raw -554271.609857 + Penalty 4084.607367 = -550187.002491
  nChanged 6
		SP:Iteration 46Q (29033.880000 sec): 3 clusters
  Score: Raw -554274.149665 + Penalty 4084.607367 = -550189.542299
  nChanged 6
		SP:Iteration 47Q (29034.010000 sec): 3 clusters
  Score: Raw -554276.806603 + Penalty 4084.607367 = -550192.199237
  nChanged 6
		SP:Iteration 48Q (29034.190000 sec): 3 clusters
  Score: Raw -554280.930265 + Penalty 4084.607367 = -550196.322898
  nChanged 8
		SP:Iteration 49Q (29034.370000 sec): 3 clusters
  Score: Raw -554284.089143 + Penalty 4084.607367 = -550199.481777
  nChanged 8
		SP:Iteration 50Q (29034.560000 sec): 3 clusters
  Score: Raw -554286.654169 + Penalty 4084.607367 = -550202.046803
  nChanged 5
		SP:Iteration 51Q (29034.700000 sec): 3 clusters
  Score: Raw -554288.590095 + Penalty 4084.607367 = -550203.982728
  nChanged 4
		SP:Iteration 52Q (29034.850000 sec): 3 clusters
  Score: Raw -554290.134871 + Penalty 4084.607367 = -550205.527505
  nChanged 3
		SP:Iteration 53Q (29035.020000 sec): 3 clusters
  Score: Raw -554291.302649 + Penalty 4084.607367 = -550206.695283
  nChanged 0
		SP:Iteration 54F (29035.160000 sec): 3 clusters
  Score: Raw -554291.302649 + Penalty 4084.607367 = -550206.695283
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (18251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29035.370000 sec): 2 clusters
  Score: Raw -2920167.791578 + Penalty 2433.369838 = -2917734.421740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29035.660000 sec): 3 clusters
  Score: Raw -2909705.569162 + Penalty 4866.739675 = -2904838.829487
  nChanged 8010
		SP:Iteration 1F (29035.980000 sec): 3 clusters
  Score: Raw -2914081.723822 + Penalty 4866.739675 = -2909214.984147
  nChanged 1077
		SP:Iteration 2F (29036.270000 sec): 3 clusters
  Score: Raw -2914621.013343 + Penalty 4866.739675 = -2909754.273668
  nChanged 996
		SP:Iteration 3F (29036.540000 sec): 3 clusters
  Score: Raw -2915163.756058 + Penalty 4866.739675 = -2910297.016382
  nChanged 954
		SP:Iteration 4F (29036.820000 sec): 3 clusters
  Score: Raw -2915772.706654 + Penalty 4866.739675 = -2910905.966979
  nChanged 949
		SP:Iteration 5F (29037.120000 sec): 3 clusters
  Score: Raw -2916436.887714 + Penalty 4866.739675 = -2911570.148039
  nChanged 987
		SP:Iteration 6F (29037.440000 sec): 3 clusters
  Score: Raw -2917196.628813 + Penalty 4866.739675 = -2912329.889138
  nChanged 985
		SP:Iteration 7F (29037.700000 sec): 3 clusters
  Score: Raw -2917928.477677 + Penalty 4866.739675 = -2913061.738001
  nChanged 920
		SP:Iteration 8F (29038.000000 sec): 3 clusters
  Score: Raw -2918531.681802 + Penalty 4866.739675 = -2913664.942126
  nChanged 885
		SP:Iteration 9Q (29038.270000 sec): 3 clusters
  Score: Raw -2919012.567939 + Penalty 4866.739675 = -2914145.828264
  nChanged 772
		SP:Iteration 10Q (29038.580000 sec): 3 clusters
  Score: Raw -2919382.685393 + Penalty 4866.739675 = -2914515.945718
  nChanged 658
		SP:Iteration 11Q (29038.850000 sec): 3 clusters
  Score: Raw -2919635.370278 + Penalty 4866.739675 = -2914768.630602
  nChanged 435
		SP:Iteration 12Q (29039.170000 sec): 3 clusters
  Score: Raw -2919779.512726 + Penalty 4866.739675 = -2914912.773051
  nChanged 335
		SP:Iteration 13Q (29039.420000 sec): 3 clusters
  Score: Raw -2919876.940485 + Penalty 4866.739675 = -2915010.200810
  nChanged 259
		SP:Iteration 14Q (29039.640000 sec): 3 clusters
  Score: Raw -2919946.394883 + Penalty 4866.739675 = -2915079.655208
  nChanged 219
		SP:Iteration 15Q (29039.940000 sec): 3 clusters
  Score: Raw -2919998.688912 + Penalty 4866.739675 = -2915131.949236
  nChanged 200
		SP:Iteration 16Q (29040.290000 sec): 3 clusters
  Score: Raw -2920053.839563 + Penalty 4866.739675 = -2915187.099888
  nChanged 191
		SP:Iteration 17Q (29040.540000 sec): 3 clusters
  Score: Raw -2920102.890807 + Penalty 4866.739675 = -2915236.151131
  nChanged 179
		SP:Iteration 18Q (29040.830000 sec): 3 clusters
  Score: Raw -2920156.893576 + Penalty 4866.739675 = -2915290.153900
  nChanged 202
		SP:Iteration 19Q (29041.120000 sec): 3 clusters
  Score: Raw -2920219.573048 + Penalty 4866.739675 = -2915352.833373
  nChanged 208
		SP:Iteration 20F (29041.370000 sec): 3 clusters
  Score: Raw -2920279.834824 + Penalty 4866.739675 = -2915413.095149
  nChanged 170
		SP:Iteration 21Q (29041.610000 sec): 3 clusters
  Score: Raw -2920323.470479 + Penalty 4866.739675 = -2915456.730803
  nChanged 157
		SP:Iteration 22Q (29041.860000 sec): 3 clusters
  Score: Raw -2920365.969059 + Penalty 4866.739675 = -2915499.229384
  nChanged 159
		SP:Iteration 23Q (29042.080000 sec): 3 clusters
  Score: Raw -2920413.270032 + Penalty 4866.739675 = -2915546.530357
  nChanged 170
		SP:Iteration 24Q (29042.350000 sec): 3 clusters
  Score: Raw -2920467.249443 + Penalty 4866.739675 = -2915600.509768
  nChanged 170
		SP:Iteration 25Q (29042.600000 sec): 3 clusters
  Score: Raw -2920514.528180 + Penalty 4866.739675 = -2915647.788505
  nChanged 155
		SP:Iteration 26Q (29042.910000 sec): 3 clusters
  Score: Raw -2920559.451079 + Penalty 4866.739675 = -2915692.711404
  nChanged 139
		SP:Iteration 27Q (29043.200000 sec): 3 clusters
  Score: Raw -2920605.305812 + Penalty 4866.739675 = -2915738.566137
  nChanged 152
		SP:Iteration 28Q (29043.530000 sec): 3 clusters
  Score: Raw -2920655.221540 + Penalty 4866.739675 = -2915788.481865
  nChanged 154
		SP:Iteration 29Q (29043.750000 sec): 3 clusters
  Score: Raw -2920710.615694 + Penalty 4866.739675 = -2915843.876019
  nChanged 164
		SP:Iteration 30Q (29044.050000 sec): 3 clusters
  Score: Raw -2920775.168621 + Penalty 4866.739675 = -2915908.428945
  nChanged 176
		SP:Iteration 31Q (29044.260000 sec): 3 clusters
  Score: Raw -2920835.297072 + Penalty 4866.739675 = -2915968.557396
  nChanged 160
		SP:Iteration 32Q (29044.570000 sec): 3 clusters
  Score: Raw -2920896.221490 + Penalty 4866.739675 = -2916029.481814
  nChanged 167
		SP:Iteration 33Q (29044.850000 sec): 3 clusters
  Score: Raw -2920973.926211 + Penalty 4866.739675 = -2916107.186536
  nChanged 189
		SP:Iteration 34Q (29045.200000 sec): 3 clusters
  Score: Raw -2921047.599376 + Penalty 4866.739675 = -2916180.859701
  nChanged 172
		SP:Iteration 35Q (29045.490000 sec): 3 clusters
  Score: Raw -2921103.538852 + Penalty 4866.739675 = -2916236.799176
  nChanged 154
		SP:Iteration 36Q (29045.750000 sec): 3 clusters
  Score: Raw -2921146.629452 + Penalty 4866.739675 = -2916279.889776
  nChanged 136
		SP:Iteration 37Q (29046.040000 sec): 3 clusters
  Score: Raw -2921179.684927 + Penalty 4866.739675 = -2916312.945252
  nChanged 100
		SP:Iteration 38Q (29046.300000 sec): 3 clusters
  Score: Raw -2921199.881446 + Penalty 4866.739675 = -2916333.141771
  nChanged 95
		SP:Iteration 39Q (29046.550000 sec): 3 clusters
  Score: Raw -2921221.139882 + Penalty 4866.739675 = -2916354.400207
  nChanged 81
		SP:Iteration 40F (29046.790000 sec): 3 clusters
  Score: Raw -2921239.024289 + Penalty 4866.739675 = -2916372.284614
  nChanged 79
		SP:Iteration 41Q (29047.040000 sec): 3 clusters
  Score: Raw -2921255.280986 + Penalty 4866.739675 = -2916388.541311
  nChanged 70
		SP:Iteration 42Q (29047.320000 sec): 3 clusters
  Score: Raw -2921272.161097 + Penalty 4866.739675 = -2916405.421422
  nChanged 74
		SP:Iteration 43Q (29047.580000 sec): 3 clusters
  Score: Raw -2921290.486297 + Penalty 4866.739675 = -2916423.746622
  nChanged 81
		SP:Iteration 44Q (29047.790000 sec): 3 clusters
  Score: Raw -2921308.210427 + Penalty 4866.739675 = -2916441.470751
  nChanged 76
		SP:Iteration 45Q (29047.970000 sec): 3 clusters
  Score: Raw -2921323.554919 + Penalty 4866.739675 = -2916456.815243
  nChanged 50
		SP:Iteration 46Q (29048.200000 sec): 3 clusters
  Score: Raw -2921332.456675 + Penalty 4866.739675 = -2916465.717000
  nChanged 39
		SP:Iteration 47Q (29048.510000 sec): 3 clusters
  Score: Raw -2921338.629211 + Penalty 4866.739675 = -2916471.889536
  nChanged 39
		SP:Iteration 48Q (29048.760000 sec): 3 clusters
  Score: Raw -2921343.874224 + Penalty 4866.739675 = -2916477.134548
  nChanged 30
		SP:Iteration 49Q (29049.020000 sec): 3 clusters
  Score: Raw -2921347.993184 + Penalty 4866.739675 = -2916481.253509
  nChanged 34
		SP:Iteration 50Q (29049.260000 sec): 3 clusters
  Score: Raw -2921352.268900 + Penalty 4866.739675 = -2916485.529225
  nChanged 24
		SP:Iteration 51Q (29049.460000 sec): 3 clusters
  Score: Raw -2921355.379998 + Penalty 4866.739675 = -2916488.640322
  nChanged 14
		SP:Iteration 52Q (29049.740000 sec): 3 clusters
  Score: Raw -2921357.062158 + Penalty 4866.739675 = -2916490.322482
  nChanged 14
		SP:Iteration 53Q (29050.040000 sec): 3 clusters
  Score: Raw -2921358.712299 + Penalty 4866.739675 = -2916491.972624
  nChanged 11
		SP:Iteration 54Q (29050.270000 sec): 3 clusters
  Score: Raw -2921359.746748 + Penalty 4866.739675 = -2916493.007073
  nChanged 8
		SP:Iteration 55Q (29050.490000 sec): 3 clusters
  Score: Raw -2921360.774221 + Penalty 4866.739675 = -2916494.034545
  nChanged 8
		SP:Iteration 56Q (29050.740000 sec): 3 clusters
  Score: Raw -2921361.788704 + Penalty 4866.739675 = -2916495.049029
  nChanged 7
		SP:Iteration 57Q (29051.060000 sec): 3 clusters
  Score: Raw -2921362.539948 + Penalty 4866.739675 = -2916495.800273
  nChanged 9
		SP:Iteration 58Q (29051.260000 sec): 3 clusters
  Score: Raw -2921363.755088 + Penalty 4866.739675 = -2916497.015413
  nChanged 13
		SP:Iteration 59Q (29051.490000 sec): 3 clusters
  Score: Raw -2921365.243360 + Penalty 4866.739675 = -2916498.503685
  nChanged 12
		SP:Iteration 60F (29051.770000 sec): 3 clusters
  Score: Raw -2921367.135529 + Penalty 4866.739675 = -2916500.395854
  nChanged 8
		SP:Iteration 61Q (29052.070000 sec): 3 clusters
  Score: Raw -2921367.614975 + Penalty 4866.739675 = -2916500.875300
  nChanged 2
		SP:Iteration 62Q (29052.310000 sec): 3 clusters
  Score: Raw -2921367.794208 + Penalty 4866.739675 = -2916501.054533
  nChanged 3
		SP:Iteration 63Q (29052.530000 sec): 3 clusters
  Score: Raw -2921368.110322 + Penalty 4866.739675 = -2916501.370647
  nChanged 4
		SP:Iteration 64Q (29052.800000 sec): 3 clusters
  Score: Raw -2921368.645011 + Penalty 4866.739675 = -2916501.905336
  nChanged 4
		SP:Iteration 65Q (29053.010000 sec): 3 clusters
  Score: Raw -2921369.148836 + Penalty 4866.739675 = -2916502.409161
  nChanged 6
		SP:Iteration 66Q (29053.260000 sec): 3 clusters
  Score: Raw -2921369.729763 + Penalty 4866.739675 = -2916502.990087
  nChanged 3
		SP:Iteration 67Q (29053.550000 sec): 3 clusters
  Score: Raw -2921370.083142 + Penalty 4866.739675 = -2916503.343467
  nChanged 4
		SP:Iteration 68Q (29053.770000 sec): 3 clusters
  Score: Raw -2921370.340633 + Penalty 4866.739675 = -2916503.600958
  nChanged 1
		SP:Iteration 69Q (29054.050000 sec): 3 clusters
  Score: Raw -2921370.463129 + Penalty 4866.739675 = -2916503.723453
  nChanged 2
		SP:Iteration 70Q (29054.300000 sec): 3 clusters
  Score: Raw -2921370.616787 + Penalty 4866.739675 = -2916503.877111
  nChanged 2
		SP:Iteration 71Q (29054.570000 sec): 3 clusters
  Score: Raw -2921370.793001 + Penalty 4866.739675 = -2916504.053325
  nChanged 2
		SP:Iteration 72Q (29054.840000 sec): 3 clusters
  Score: Raw -2921371.049234 + Penalty 4866.739675 = -2916504.309558
  nChanged 0
		SP:Iteration 73F (29055.110000 sec): 3 clusters
  Score: Raw -2921371.049234 + Penalty 4866.739675 = -2916504.309558
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (11609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29055.230000 sec): 2 clusters
  Score: Raw -1745201.863596 + Penalty 2321.164913 = -1742880.698684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29055.380000 sec): 3 clusters
  Score: Raw -1738808.176712 + Penalty 4642.329825 = -1734165.846886
  nChanged 4918
		SP:Iteration 1F (29055.590000 sec): 3 clusters
  Score: Raw -1741679.177193 + Penalty 4642.329825 = -1737036.847367
  nChanged 811
		SP:Iteration 2F (29055.770000 sec): 3 clusters
  Score: Raw -1742155.769515 + Penalty 4642.329825 = -1737513.439690
  nChanged 743
		SP:Iteration 3F (29056.010000 sec): 3 clusters
  Score: Raw -1742685.804250 + Penalty 4642.329825 = -1738043.474425
  nChanged 689
		SP:Iteration 4F (29056.210000 sec): 3 clusters
  Score: Raw -1743158.714454 + Penalty 4642.329825 = -1738516.384629
  nChanged 664
		SP:Iteration 5F (29056.360000 sec): 3 clusters
  Score: Raw -1743559.359571 + Penalty 4642.329825 = -1738917.029746
  nChanged 552
		SP:Iteration 6Q (29056.550000 sec): 3 clusters
  Score: Raw -1743891.850025 + Penalty 4642.329825 = -1739249.520200
  nChanged 501
		SP:Iteration 7Q (29056.700000 sec): 3 clusters
  Score: Raw -1744167.437227 + Penalty 4642.329825 = -1739525.107401
  nChanged 399
		SP:Iteration 8Q (29056.990000 sec): 3 clusters
  Score: Raw -1744361.689543 + Penalty 4642.329825 = -1739719.359718
  nChanged 334
		SP:Iteration 9Q (29057.230000 sec): 3 clusters
  Score: Raw -1744520.741834 + Penalty 4642.329825 = -1739878.412009
  nChanged 312
		SP:Iteration 10Q (29057.440000 sec): 3 clusters
  Score: Raw -1744651.653020 + Penalty 4642.329825 = -1740009.323194
  nChanged 274
		SP:Iteration 11Q (29057.670000 sec): 3 clusters
  Score: Raw -1744774.586247 + Penalty 4642.329825 = -1740132.256421
  nChanged 269
		SP:Iteration 12Q (29057.890000 sec): 3 clusters
  Score: Raw -1744900.312284 + Penalty 4642.329825 = -1740257.982459
  nChanged 264
		SP:Iteration 13Q (29058.070000 sec): 3 clusters
  Score: Raw -1745021.444185 + Penalty 4642.329825 = -1740379.114360
  nChanged 251
		SP:Iteration 14Q (29058.330000 sec): 3 clusters
  Score: Raw -1745128.519095 + Penalty 4642.329825 = -1740486.189270
  nChanged 229
		SP:Iteration 15Q (29058.600000 sec): 3 clusters
  Score: Raw -1745211.840475 + Penalty 4642.329825 = -1740569.510650
  nChanged 199
		SP:Iteration 16Q (29058.870000 sec): 3 clusters
  Score: Raw -1745284.211370 + Penalty 4642.329825 = -1740641.881544
  nChanged 193
		SP:Iteration 17Q (29059.100000 sec): 3 clusters
  Score: Raw -1745365.153765 + Penalty 4642.329825 = -1740722.823940
  nChanged 190
		SP:Iteration 18Q (29059.350000 sec): 3 clusters
  Score: Raw -1745439.691529 + Penalty 4642.329825 = -1740797.361704
  nChanged 184
		SP:Iteration 19Q (29059.570000 sec): 3 clusters
  Score: Raw -1745509.355320 + Penalty 4642.329825 = -1740867.025494
  nChanged 181
		SP:Iteration 20F (29059.750000 sec): 3 clusters
  Score: Raw -1745571.675121 + Penalty 4642.329825 = -1740929.345295
  nChanged 175
		SP:Iteration 21Q (29060.000000 sec): 3 clusters
  Score: Raw -1745632.391369 + Penalty 4642.329825 = -1740990.061544
  nChanged 163
		SP:Iteration 22Q (29060.280000 sec): 3 clusters
  Score: Raw -1745688.520759 + Penalty 4642.329825 = -1741046.190934
  nChanged 156
		SP:Iteration 23Q (29060.490000 sec): 3 clusters
  Score: Raw -1745742.827453 + Penalty 4642.329825 = -1741100.497627
  nChanged 143
		SP:Iteration 24Q (29060.760000 sec): 3 clusters
  Score: Raw -1745795.727204 + Penalty 4642.329825 = -1741153.397378
  nChanged 150
		SP:Iteration 25Q (29060.970000 sec): 3 clusters
  Score: Raw -1745852.852340 + Penalty 4642.329825 = -1741210.522514
  nChanged 137
		SP:Iteration 26Q (29061.190000 sec): 3 clusters
  Score: Raw -1745907.517780 + Penalty 4642.329825 = -1741265.187955
  nChanged 142
		SP:Iteration 27Q (29061.440000 sec): 3 clusters
  Score: Raw -1745972.172482 + Penalty 4642.329825 = -1741329.842656
  nChanged 151
		SP:Iteration 28Q (29061.680000 sec): 3 clusters
  Score: Raw -1746047.226844 + Penalty 4642.329825 = -1741404.897019
  nChanged 163
		SP:Iteration 29Q (29061.960000 sec): 3 clusters
  Score: Raw -1746118.594166 + Penalty 4642.329825 = -1741476.264341
  nChanged 138
		SP:Iteration 30Q (29062.130000 sec): 3 clusters
  Score: Raw -1746175.905811 + Penalty 4642.329825 = -1741533.575985
  nChanged 121
		SP:Iteration 31Q (29062.330000 sec): 3 clusters
  Score: Raw -1746231.184110 + Penalty 4642.329825 = -1741588.854285
  nChanged 109
		SP:Iteration 32Q (29062.570000 sec): 3 clusters
  Score: Raw -1746283.646764 + Penalty 4642.329825 = -1741641.316939
  nChanged 122
		SP:Iteration 33Q (29062.820000 sec): 3 clusters
  Score: Raw -1746344.424853 + Penalty 4642.329825 = -1741702.095028
  nChanged 116
		SP:Iteration 34Q (29062.990000 sec): 3 clusters
  Score: Raw -1746405.307047 + Penalty 4642.329825 = -1741762.977222
  nChanged 105
		SP:Iteration 35Q (29063.240000 sec): 3 clusters
  Score: Raw -1746464.172430 + Penalty 4642.329825 = -1741821.842605
  nChanged 113
		SP:Iteration 36Q (29063.480000 sec): 3 clusters
  Score: Raw -1746531.243455 + Penalty 4642.329825 = -1741888.913629
  nChanged 111
		SP:Iteration 37Q (29063.740000 sec): 3 clusters
  Score: Raw -1746596.339580 + Penalty 4642.329825 = -1741954.009755
  nChanged 100
		SP:Iteration 38Q (29063.910000 sec): 3 clusters
  Score: Raw -1746658.762786 + Penalty 4642.329825 = -1742016.432960
  nChanged 91
		SP:Iteration 39Q (29064.180000 sec): 3 clusters
  Score: Raw -1746719.554949 + Penalty 4642.329825 = -1742077.225124
  nChanged 82
		SP:Iteration 40F (29064.410000 sec): 3 clusters
  Score: Raw -1746773.620214 + Penalty 4642.329825 = -1742131.290389
  nChanged 78
		SP:Iteration 41Q (29064.650000 sec): 3 clusters
  Score: Raw -1746830.262879 + Penalty 4642.329825 = -1742187.933054
  nChanged 80
		SP:Iteration 42Q (29064.860000 sec): 3 clusters
  Score: Raw -1746890.592803 + Penalty 4642.329825 = -1742248.262977
  nChanged 73
		SP:Iteration 43Q (29065.090000 sec): 3 clusters
  Score: Raw -1746952.256814 + Penalty 4642.329825 = -1742309.926989
  nChanged 74
		SP:Iteration 44Q (29065.340000 sec): 3 clusters
  Score: Raw -1747026.220804 + Penalty 4642.329825 = -1742383.890978
  nChanged 77
		SP:Iteration 45Q (29065.530000 sec): 3 clusters
  Score: Raw -1747106.536794 + Penalty 4642.329825 = -1742464.206968
  nChanged 70
		SP:Iteration 46Q (29065.770000 sec): 3 clusters
  Score: Raw -1747164.715185 + Penalty 4642.329825 = -1742522.385359
  nChanged 40
		SP:Iteration 47Q (29066.060000 sec): 3 clusters
  Score: Raw -1747190.482774 + Penalty 4642.329825 = -1742548.152948
  nChanged 28
		SP:Iteration 48Q (29066.230000 sec): 3 clusters
  Score: Raw -1747207.804080 + Penalty 4642.329825 = -1742565.474255
  nChanged 19
		SP:Iteration 49Q (29066.500000 sec): 3 clusters
  Score: Raw -1747217.679403 + Penalty 4642.329825 = -1742575.349577
  nChanged 13
		SP:Iteration 50Q (29066.750000 sec): 3 clusters
  Score: Raw -1747223.215674 + Penalty 4642.329825 = -1742580.885848
  nChanged 7
		SP:Iteration 51Q (29066.970000 sec): 3 clusters
  Score: Raw -1747227.380732 + Penalty 4642.329825 = -1742585.050907
  nChanged 8
		SP:Iteration 52Q (29067.200000 sec): 3 clusters
  Score: Raw -1747230.691216 + Penalty 4642.329825 = -1742588.361390
  nChanged 3
		SP:Iteration 53Q (29067.390000 sec): 3 clusters
  Score: Raw -1747232.594484 + Penalty 4642.329825 = -1742590.264658
  nChanged 6
		SP:Iteration 54Q (29067.570000 sec): 3 clusters
  Score: Raw -1747236.395931 + Penalty 4642.329825 = -1742594.066105
  nChanged 5
		SP:Iteration 55Q (29067.790000 sec): 3 clusters
  Score: Raw -1747239.373778 + Penalty 4642.329825 = -1742597.043953
  nChanged 3
		SP:Iteration 56Q (29068.000000 sec): 3 clusters
  Score: Raw -1747240.944642 + Penalty 4642.329825 = -1742598.614816
  nChanged 2
		SP:Iteration 57Q (29068.360000 sec): 3 clusters
  Score: Raw -1747241.440234 + Penalty 4642.329825 = -1742599.110408
  nChanged 1
		SP:Iteration 58Q (29068.510000 sec): 3 clusters
  Score: Raw -1747241.922825 + Penalty 4642.329825 = -1742599.593000
  nChanged 0
		SP:Iteration 59F (29068.780000 sec): 3 clusters
  Score: Raw -1747241.922825 + Penalty 4642.329825 = -1742599.593000
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (2979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29068.910000 sec): 2 clusters
  Score: Raw -447894.763245 + Penalty 1983.837052 = -445910.926193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29069.040000 sec): 3 clusters
  Score: Raw -446605.295378 + Penalty 3967.674105 = -442637.621273
  nChanged 1076
		SP:Iteration 1F (29069.200000 sec): 3 clusters
  Score: Raw -447277.815291 + Penalty 3967.674105 = -443310.141186
  nChanged 250
		SP:Iteration 2F (29069.350000 sec): 3 clusters
  Score: Raw -447452.419810 + Penalty 3967.674105 = -443484.745705
  nChanged 144
		SP:Iteration 3Q (29069.530000 sec): 3 clusters
  Score: Raw -447560.486524 + Penalty 3967.674105 = -443592.812419
  nChanged 97
		SP:Iteration 4Q (29069.650000 sec): 3 clusters
  Score: Raw -447626.090214 + Penalty 3967.674105 = -443658.416110
  nChanged 76
		SP:Iteration 5Q (29069.770000 sec): 3 clusters
  Score: Raw -447672.674647 + Penalty 3967.674105 = -443705.000542
  nChanged 57
		SP:Iteration 6Q (29069.930000 sec): 3 clusters
  Score: Raw -447709.923930 + Penalty 3967.674105 = -443742.249825
  nChanged 52
		SP:Iteration 7Q (29070.090000 sec): 3 clusters
  Score: Raw -447738.434174 + Penalty 3967.674105 = -443770.760069
  nChanged 50
		SP:Iteration 8Q (29070.230000 sec): 3 clusters
  Score: Raw -447763.723014 + Penalty 3967.674105 = -443796.048909
  nChanged 35
		SP:Iteration 9Q (29070.350000 sec): 3 clusters
  Score: Raw -447776.562372 + Penalty 3967.674105 = -443808.888268
  nChanged 26
		SP:Iteration 10Q (29070.460000 sec): 3 clusters
  Score: Raw -447787.490692 + Penalty 3967.674105 = -443819.816588
  nChanged 18
		SP:Iteration 11Q (29070.610000 sec): 3 clusters
  Score: Raw -447794.492044 + Penalty 3967.674105 = -443826.817940
  nChanged 18
		SP:Iteration 12Q (29070.820000 sec): 3 clusters
  Score: Raw -447802.944073 + Penalty 3967.674105 = -443835.269969
  nChanged 21
		SP:Iteration 13Q (29070.920000 sec): 3 clusters
  Score: Raw -447811.049701 + Penalty 3967.674105 = -443843.375596
  nChanged 14
		SP:Iteration 14Q (29071.080000 sec): 3 clusters
  Score: Raw -447815.086485 + Penalty 3967.674105 = -443847.412381
  nChanged 10
		SP:Iteration 15Q (29071.220000 sec): 3 clusters
  Score: Raw -447819.308684 + Penalty 3967.674105 = -443851.634579
  nChanged 9
		SP:Iteration 16Q (29071.380000 sec): 3 clusters
  Score: Raw -447822.992086 + Penalty 3967.674105 = -443855.317982
  nChanged 4
		SP:Iteration 17Q (29071.590000 sec): 3 clusters
  Score: Raw -447825.116830 + Penalty 3967.674105 = -443857.442726
  nChanged 7
		SP:Iteration 18Q (29071.720000 sec): 3 clusters
  Score: Raw -447827.741658 + Penalty 3967.674105 = -443860.067554
  nChanged 9
		SP:Iteration 19Q (29071.860000 sec): 3 clusters
  Score: Raw -447832.325961 + Penalty 3967.674105 = -443864.651857
  nChanged 10
		SP:Iteration 20F (29071.990000 sec): 3 clusters
  Score: Raw -447835.560978 + Penalty 3967.674105 = -443867.886874
  nChanged 7
		SP:Iteration 21Q (29072.150000 sec): 3 clusters
  Score: Raw -447837.622833 + Penalty 3967.674105 = -443869.948728
  nChanged 2
		SP:Iteration 22Q (29072.270000 sec): 3 clusters
  Score: Raw -447838.141463 + Penalty 3967.674105 = -443870.467358
  nChanged 0
		SP:Iteration 23F (29072.440000 sec): 3 clusters
  Score: Raw -447838.141463 + Penalty 3967.674105 = -443870.467358
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (3554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29072.550000 sec): 2 clusters
  Score: Raw -525392.799501 + Penalty 2027.605594 = -523365.193906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29072.720000 sec): 3 clusters
  Score: Raw -523860.925751 + Penalty 4055.211188 = -519805.714562
  nChanged 1275
		SP:Iteration 1F (29072.840000 sec): 3 clusters
  Score: Raw -524756.422256 + Penalty 4055.211188 = -520701.211068
  nChanged 299
		SP:Iteration 2F (29072.960000 sec): 3 clusters
  Score: Raw -525004.418485 + Penalty 4055.211188 = -520949.207297
  nChanged 210
		SP:Iteration 3F (29073.210000 sec): 3 clusters
  Score: Raw -525198.931434 + Penalty 4055.211188 = -521143.720245
  nChanged 163
		SP:Iteration 4Q (29073.390000 sec): 3 clusters
  Score: Raw -525347.424410 + Penalty 4055.211188 = -521292.213221
  nChanged 141
		SP:Iteration 5Q (29073.540000 sec): 3 clusters
  Score: Raw -525480.268354 + Penalty 4055.211188 = -521425.057166
  nChanged 143
		SP:Iteration 6Q (29073.620000 sec): 3 clusters
  Score: Raw -525619.360585 + Penalty 4055.211188 = -521564.149396
  nChanged 137
		SP:Iteration 7Q (29073.730000 sec): 3 clusters
  Score: Raw -525758.274756 + Penalty 4055.211188 = -521703.063568
  nChanged 133
		SP:Iteration 8Q (29073.830000 sec): 3 clusters
  Score: Raw -525882.591296 + Penalty 4055.211188 = -521827.380107
  nChanged 136
		SP:Iteration 9Q (29073.990000 sec): 3 clusters
  Score: Raw -525995.968907 + Penalty 4055.211188 = -521940.757719
  nChanged 136
		SP:Iteration 10Q (29074.210000 sec): 3 clusters
  Score: Raw -526104.287964 + Penalty 4055.211188 = -522049.076776
  nChanged 127
		SP:Iteration 11Q (29074.320000 sec): 3 clusters
  Score: Raw -526225.140418 + Penalty 4055.211188 = -522169.929229
  nChanged 131
		SP:Iteration 12Q (29074.480000 sec): 3 clusters
  Score: Raw -526369.986340 + Penalty 4055.211188 = -522314.775151
  nChanged 146
		SP:Iteration 13Q (29074.640000 sec): 3 clusters
  Score: Raw -526543.539327 + Penalty 4055.211188 = -522488.328138
  nChanged 139
		SP:Iteration 14Q (29074.790000 sec): 3 clusters
  Score: Raw -526696.753069 + Penalty 4055.211188 = -522641.541881
  nChanged 95
		SP:Iteration 15Q (29074.950000 sec): 3 clusters
  Score: Raw -526788.047577 + Penalty 4055.211188 = -522732.836388
  nChanged 55
		SP:Iteration 16Q (29075.150000 sec): 3 clusters
  Score: Raw -526831.647826 + Penalty 4055.211188 = -522776.436637
  nChanged 33
		SP:Iteration 17Q (29075.280000 sec): 3 clusters
  Score: Raw -526861.365211 + Penalty 4055.211188 = -522806.154023
  nChanged 26
		SP:Iteration 18Q (29075.440000 sec): 3 clusters
  Score: Raw -526882.419827 + Penalty 4055.211188 = -522827.208639
  nChanged 20
		SP:Iteration 19Q (29075.590000 sec): 3 clusters
  Score: Raw -526897.057069 + Penalty 4055.211188 = -522841.845881
  nChanged 16
		SP:Iteration 20F (29075.760000 sec): 3 clusters
  Score: Raw -526909.565328 + Penalty 4055.211188 = -522854.354139
  nChanged 13
		SP:Iteration 21Q (29075.940000 sec): 3 clusters
  Score: Raw -526921.810285 + Penalty 4055.211188 = -522866.599097
  nChanged 11
		SP:Iteration 22Q (29076.110000 sec): 3 clusters
  Score: Raw -526933.797176 + Penalty 4055.211188 = -522878.585987
  nChanged 13
		SP:Iteration 23Q (29076.260000 sec): 3 clusters
  Score: Raw -526948.703898 + Penalty 4055.211188 = -522893.492709
  nChanged 21
		SP:Iteration 24Q (29076.420000 sec): 3 clusters
  Score: Raw -526972.274672 + Penalty 4055.211188 = -522917.063484
  nChanged 19
		SP:Iteration 25Q (29076.620000 sec): 3 clusters
  Score: Raw -526988.782750 + Penalty 4055.211188 = -522933.571562
  nChanged 21
		SP:Iteration 26Q (29076.820000 sec): 3 clusters
  Score: Raw -527002.540451 + Penalty 4055.211188 = -522947.329263
  nChanged 11
		SP:Iteration 27Q (29076.960000 sec): 3 clusters
  Score: Raw -527011.523664 + Penalty 4055.211188 = -522956.312475
  nChanged 12
		SP:Iteration 28Q (29077.130000 sec): 3 clusters
  Score: Raw -527017.943683 + Penalty 4055.211188 = -522962.732494
  nChanged 12
		SP:Iteration 29Q (29077.270000 sec): 3 clusters
  Score: Raw -527032.835310 + Penalty 4055.211188 = -522977.624121
  nChanged 14
		SP:Iteration 30Q (29077.450000 sec): 3 clusters
  Score: Raw -527042.245646 + Penalty 4055.211188 = -522987.034458
  nChanged 17
		SP:Iteration 31Q (29077.600000 sec): 3 clusters
  Score: Raw -527054.475341 + Penalty 4055.211188 = -522999.264153
  nChanged 18
		SP:Iteration 32Q (29077.740000 sec): 3 clusters
  Score: Raw -527068.976238 + Penalty 4055.211188 = -523013.765050
  nChanged 16
		SP:Iteration 33Q (29077.910000 sec): 3 clusters
  Score: Raw -527079.347403 + Penalty 4055.211188 = -523024.136215
  nChanged 17
		SP:Iteration 34Q (29078.100000 sec): 3 clusters
  Score: Raw -527092.172597 + Penalty 4055.211188 = -523036.961409
  nChanged 12
		SP:Iteration 35Q (29078.260000 sec): 3 clusters
  Score: Raw -527099.467871 + Penalty 4055.211188 = -523044.256683
  nChanged 8
		SP:Iteration 36Q (29078.440000 sec): 3 clusters
  Score: Raw -527104.548473 + Penalty 4055.211188 = -523049.337285
  nChanged 9
		SP:Iteration 37Q (29078.600000 sec): 3 clusters
  Score: Raw -527108.667366 + Penalty 4055.211188 = -523053.456178
  nChanged 5
		SP:Iteration 38Q (29078.760000 sec): 3 clusters
  Score: Raw -527111.025212 + Penalty 4055.211188 = -523055.814024
  nChanged 5
		SP:Iteration 39Q (29078.960000 sec): 3 clusters
  Score: Raw -527114.886491 + Penalty 4055.211188 = -523059.675303
  nChanged 4
		SP:Iteration 40F (29079.120000 sec): 3 clusters
  Score: Raw -527117.079492 + Penalty 4055.211188 = -523061.868304
  nChanged 7
		SP:Iteration 41Q (29079.320000 sec): 3 clusters
  Score: Raw -527121.046012 + Penalty 4055.211188 = -523065.834824
  nChanged 7
		SP:Iteration 42Q (29079.450000 sec): 3 clusters
  Score: Raw -527124.320957 + Penalty 4055.211188 = -523069.109769
  nChanged 4
		SP:Iteration 43Q (29079.620000 sec): 3 clusters
  Score: Raw -527127.346938 + Penalty 4055.211188 = -523072.135750
  nChanged 3
		SP:Iteration 44Q (29079.780000 sec): 3 clusters
  Score: Raw -527128.399746 + Penalty 4055.211188 = -523073.188558
  nChanged 3
		SP:Iteration 45Q (29079.920000 sec): 3 clusters
  Score: Raw -527129.777595 + Penalty 4055.211188 = -523074.566407
  nChanged 1
		SP:Iteration 46Q (29080.130000 sec): 3 clusters
  Score: Raw -527130.188502 + Penalty 4055.211188 = -523074.977314
  nChanged 0
		SP:Iteration 47F (29080.280000 sec): 3 clusters
  Score: Raw -527130.188502 + Penalty 4055.211188 = -523074.977314
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (18919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29080.490000 sec): 2 clusters
  Score: Raw -3045396.452027 + Penalty 2442.284653 = -3042954.167374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29080.740000 sec): 3 clusters
  Score: Raw -3034461.558039 + Penalty 4884.569306 = -3029576.988734
  nChanged 8392
		SP:Iteration 1F (29081.050000 sec): 3 clusters
  Score: Raw -3038917.703730 + Penalty 4884.569306 = -3034033.134425
  nChanged 1050
		SP:Iteration 2F (29081.360000 sec): 3 clusters
  Score: Raw -3039340.264893 + Penalty 4884.569306 = -3034455.695587
  nChanged 926
		SP:Iteration 3Q (29081.610000 sec): 3 clusters
  Score: Raw -3039718.663063 + Penalty 4884.569306 = -3034834.093758
  nChanged 866
		SP:Iteration 4Q (29081.890000 sec): 3 clusters
  Score: Raw -3040064.812662 + Penalty 4884.569306 = -3035180.243357
  nChanged 767
		SP:Iteration 5Q (29082.240000 sec): 3 clusters
  Score: Raw -3040367.561454 + Penalty 4884.569306 = -3035482.992148
  nChanged 753
		SP:Iteration 6Q (29082.550000 sec): 3 clusters
  Score: Raw -3040682.346047 + Penalty 4884.569306 = -3035797.776742
  nChanged 742
		SP:Iteration 7Q (29082.830000 sec): 3 clusters
  Score: Raw -3041009.832891 + Penalty 4884.569306 = -3036125.263586
  nChanged 784
		SP:Iteration 8Q (29083.070000 sec): 3 clusters
  Score: Raw -3041419.396382 + Penalty 4884.569306 = -3036534.827076
  nChanged 835
		SP:Iteration 9Q (29083.360000 sec): 3 clusters
  Score: Raw -3041882.441032 + Penalty 4884.569306 = -3036997.871726
  nChanged 823
		SP:Iteration 10Q (29083.680000 sec): 3 clusters
  Score: Raw -3042323.622371 + Penalty 4884.569306 = -3037439.053065
  nChanged 799
		SP:Iteration 11Q (29084.010000 sec): 3 clusters
  Score: Raw -3042764.774682 + Penalty 4884.569306 = -3037880.205376
  nChanged 780
		SP:Iteration 12Q (29084.290000 sec): 3 clusters
  Score: Raw -3043184.782315 + Penalty 4884.569306 = -3038300.213009
  nChanged 709
		SP:Iteration 13Q (29084.550000 sec): 3 clusters
  Score: Raw -3043573.576043 + Penalty 4884.569306 = -3038689.006738
  nChanged 565
		SP:Iteration 14Q (29084.890000 sec): 3 clusters
  Score: Raw -3043864.875078 + Penalty 4884.569306 = -3038980.305773
  nChanged 497
		SP:Iteration 15Q (29085.120000 sec): 3 clusters
  Score: Raw -3044127.790236 + Penalty 4884.569306 = -3039243.220930
  nChanged 410
		SP:Iteration 16Q (29085.400000 sec): 3 clusters
  Score: Raw -3044320.964194 + Penalty 4884.569306 = -3039436.394888
  nChanged 361
		SP:Iteration 17Q (29085.660000 sec): 3 clusters
  Score: Raw -3044488.570986 + Penalty 4884.569306 = -3039604.001680
  nChanged 327
		SP:Iteration 18Q (29085.950000 sec): 3 clusters
  Score: Raw -3044624.771671 + Penalty 4884.569306 = -3039740.202366
  nChanged 287
		SP:Iteration 19Q (29086.250000 sec): 3 clusters
  Score: Raw -3044732.361595 + Penalty 4884.569306 = -3039847.792290
  nChanged 247
		SP:Iteration 20F (29086.550000 sec): 3 clusters
  Score: Raw -3044813.755118 + Penalty 4884.569306 = -3039929.185812
  nChanged 225
		SP:Iteration 21Q (29086.740000 sec): 3 clusters
  Score: Raw -3044889.780503 + Penalty 4884.569306 = -3040005.211198
  nChanged 192
		SP:Iteration 22Q (29087.000000 sec): 3 clusters
  Score: Raw -3044953.756090 + Penalty 4884.569306 = -3040069.186785
  nChanged 205
		SP:Iteration 23Q (29087.310000 sec): 3 clusters
  Score: Raw -3045013.362692 + Penalty 4884.569306 = -3040128.793387
  nChanged 184
		SP:Iteration 24Q (29087.550000 sec): 3 clusters
  Score: Raw -3045068.707488 + Penalty 4884.569306 = -3040184.138182
  nChanged 167
		SP:Iteration 25Q (29087.840000 sec): 3 clusters
  Score: Raw -3045116.241092 + Penalty 4884.569306 = -3040231.671786
  nChanged 164
		SP:Iteration 26Q (29088.140000 sec): 3 clusters
  Score: Raw -3045159.648508 + Penalty 4884.569306 = -3040275.079202
  nChanged 130
		SP:Iteration 27Q (29088.410000 sec): 3 clusters
  Score: Raw -3045190.683530 + Penalty 4884.569306 = -3040306.114225
  nChanged 114
		SP:Iteration 28Q (29088.710000 sec): 3 clusters
  Score: Raw -3045220.183197 + Penalty 4884.569306 = -3040335.613891
  nChanged 113
		SP:Iteration 29Q (29088.960000 sec): 3 clusters
  Score: Raw -3045248.745236 + Penalty 4884.569306 = -3040364.175931
  nChanged 107
		SP:Iteration 30Q (29089.250000 sec): 3 clusters
  Score: Raw -3045276.136463 + Penalty 4884.569306 = -3040391.567158
  nChanged 98
		SP:Iteration 31Q (29089.470000 sec): 3 clusters
  Score: Raw -3045298.986106 + Penalty 4884.569306 = -3040414.416801
  nChanged 94
		SP:Iteration 32Q (29089.720000 sec): 3 clusters
  Score: Raw -3045321.516444 + Penalty 4884.569306 = -3040436.947139
  nChanged 99
		SP:Iteration 33Q (29090.000000 sec): 3 clusters
  Score: Raw -3045344.326920 + Penalty 4884.569306 = -3040459.757615
  nChanged 86
		SP:Iteration 34Q (29090.260000 sec): 3 clusters
  Score: Raw -3045362.124686 + Penalty 4884.569306 = -3040477.555381
  nChanged 86
		SP:Iteration 35Q (29090.570000 sec): 3 clusters
  Score: Raw -3045381.609975 + Penalty 4884.569306 = -3040497.040669
  nChanged 89
		SP:Iteration 36Q (29090.900000 sec): 3 clusters
  Score: Raw -3045403.002712 + Penalty 4884.569306 = -3040518.433406
  nChanged 99
		SP:Iteration 37Q (29091.150000 sec): 3 clusters
  Score: Raw -3045426.579376 + Penalty 4884.569306 = -3040542.010071
  nChanged 86
		SP:Iteration 38Q (29091.440000 sec): 3 clusters
  Score: Raw -3045445.215205 + Penalty 4884.569306 = -3040560.645900
  nChanged 74
		SP:Iteration 39Q (29091.670000 sec): 3 clusters
  Score: Raw -3045460.114315 + Penalty 4884.569306 = -3040575.545010
  nChanged 60
		SP:Iteration 40F (29091.950000 sec): 3 clusters
  Score: Raw -3045472.836059 + Penalty 4884.569306 = -3040588.266753
  nChanged 61
		SP:Iteration 41Q (29092.250000 sec): 3 clusters
  Score: Raw -3045486.362168 + Penalty 4884.569306 = -3040601.792863
  nChanged 55
		SP:Iteration 42Q (29092.500000 sec): 3 clusters
  Score: Raw -3045497.165022 + Penalty 4884.569306 = -3040612.595716
  nChanged 57
		SP:Iteration 43Q (29092.710000 sec): 3 clusters
  Score: Raw -3045508.705827 + Penalty 4884.569306 = -3040624.136522
  nChanged 56
		SP:Iteration 44Q (29092.990000 sec): 3 clusters
  Score: Raw -3045519.356231 + Penalty 4884.569306 = -3040634.786925
  nChanged 49
		SP:Iteration 45Q (29093.250000 sec): 3 clusters
  Score: Raw -3045529.426780 + Penalty 4884.569306 = -3040644.857475
  nChanged 50
		SP:Iteration 46Q (29093.520000 sec): 3 clusters
  Score: Raw -3045541.360522 + Penalty 4884.569306 = -3040656.791217
  nChanged 57
		SP:Iteration 47Q (29093.750000 sec): 3 clusters
  Score: Raw -3045554.072646 + Penalty 4884.569306 = -3040669.503340
  nChanged 59
		SP:Iteration 48Q (29093.990000 sec): 3 clusters
  Score: Raw -3045566.198234 + Penalty 4884.569306 = -3040681.628928
  nChanged 49
		SP:Iteration 49Q (29094.220000 sec): 3 clusters
  Score: Raw -3045576.083179 + Penalty 4884.569306 = -3040691.513874
  nChanged 38
		SP:Iteration 50Q (29094.520000 sec): 3 clusters
  Score: Raw -3045583.207994 + Penalty 4884.569306 = -3040698.638688
  nChanged 39
		SP:Iteration 51Q (29094.820000 sec): 3 clusters
  Score: Raw -3045593.586588 + Penalty 4884.569306 = -3040709.017283
  nChanged 39
		SP:Iteration 52Q (29095.040000 sec): 3 clusters
  Score: Raw -3045600.748236 + Penalty 4884.569306 = -3040716.178930
  nChanged 32
		SP:Iteration 53Q (29095.290000 sec): 3 clusters
  Score: Raw -3045607.793489 + Penalty 4884.569306 = -3040723.224184
  nChanged 33
		SP:Iteration 54Q (29095.580000 sec): 3 clusters
  Score: Raw -3045614.929764 + Penalty 4884.569306 = -3040730.360458
  nChanged 34
		SP:Iteration 55Q (29095.860000 sec): 3 clusters
  Score: Raw -3045621.321040 + Penalty 4884.569306 = -3040736.751735
  nChanged 30
		SP:Iteration 56Q (29096.180000 sec): 3 clusters
  Score: Raw -3045627.723029 + Penalty 4884.569306 = -3040743.153723
  nChanged 33
		SP:Iteration 57Q (29096.450000 sec): 3 clusters
  Score: Raw -3045633.581075 + Penalty 4884.569306 = -3040749.011769
  nChanged 25
		SP:Iteration 58Q (29096.770000 sec): 3 clusters
  Score: Raw -3045638.027466 + Penalty 4884.569306 = -3040753.458160
  nChanged 27
		SP:Iteration 59Q (29096.970000 sec): 3 clusters
  Score: Raw -3045643.237543 + Penalty 4884.569306 = -3040758.668238
  nChanged 36
		SP:Iteration 60F (29097.250000 sec): 3 clusters
  Score: Raw -3045651.451848 + Penalty 4884.569306 = -3040766.882542
  nChanged 37
		SP:Iteration 61Q (29097.490000 sec): 3 clusters
  Score: Raw -3045658.583863 + Penalty 4884.569306 = -3040774.014558
  nChanged 34
		SP:Iteration 62Q (29097.760000 sec): 3 clusters
  Score: Raw -3045664.654569 + Penalty 4884.569306 = -3040780.085263
  nChanged 27
		SP:Iteration 63Q (29098.040000 sec): 3 clusters
  Score: Raw -3045669.400533 + Penalty 4884.569306 = -3040784.831227
  nChanged 30
		SP:Iteration 64Q (29098.300000 sec): 3 clusters
  Score: Raw -3045674.867829 + Penalty 4884.569306 = -3040790.298523
  nChanged 26
		SP:Iteration 65Q (29098.590000 sec): 3 clusters
  Score: Raw -3045678.739296 + Penalty 4884.569306 = -3040794.169990
  nChanged 23
		SP:Iteration 66Q (29098.820000 sec): 3 clusters
  Score: Raw -3045682.665522 + Penalty 4884.569306 = -3040798.096216
  nChanged 16
		SP:Iteration 67Q (29099.060000 sec): 3 clusters
  Score: Raw -3045686.090376 + Penalty 4884.569306 = -3040801.521070
  nChanged 23
		SP:Iteration 68Q (29099.300000 sec): 3 clusters
  Score: Raw -3045691.816801 + Penalty 4884.569306 = -3040807.247495
  nChanged 26
		SP:Iteration 69Q (29099.590000 sec): 3 clusters
  Score: Raw -3045698.374270 + Penalty 4884.569306 = -3040813.804964
  nChanged 29
		SP:Iteration 70Q (29099.800000 sec): 3 clusters
  Score: Raw -3045705.985722 + Penalty 4884.569306 = -3040821.416416
  nChanged 34
		SP:Iteration 71Q (29100.040000 sec): 3 clusters
  Score: Raw -3045714.199479 + Penalty 4884.569306 = -3040829.630173
  nChanged 23
		SP:Iteration 72Q (29100.290000 sec): 3 clusters
  Score: Raw -3045720.808060 + Penalty 4884.569306 = -3040836.238755
  nChanged 27
		SP:Iteration 73Q (29100.570000 sec): 3 clusters
  Score: Raw -3045726.470045 + Penalty 4884.569306 = -3040841.900739
  nChanged 24
		SP:Iteration 74Q (29100.800000 sec): 3 clusters
  Score: Raw -3045732.124235 + Penalty 4884.569306 = -3040847.554929
  nChanged 25
		SP:Iteration 75Q (29101.070000 sec): 3 clusters
  Score: Raw -3045738.788891 + Penalty 4884.569306 = -3040854.219586
  nChanged 27
		SP:Iteration 76Q (29101.280000 sec): 3 clusters
  Score: Raw -3045744.946949 + Penalty 4884.569306 = -3040860.377644
  nChanged 23
		SP:Iteration 77Q (29101.550000 sec): 3 clusters
  Score: Raw -3045750.282673 + Penalty 4884.569306 = -3040865.713367
  nChanged 27
		SP:Iteration 78Q (29101.820000 sec): 3 clusters
  Score: Raw -3045757.682981 + Penalty 4884.569306 = -3040873.113675
  nChanged 25
		SP:Iteration 79Q (29102.040000 sec): 3 clusters
  Score: Raw -3045762.999724 + Penalty 4884.569306 = -3040878.430418
  nChanged 24
		SP:Iteration 80F (29102.280000 sec): 3 clusters
  Score: Raw -3045767.567773 + Penalty 4884.569306 = -3040882.998468
  nChanged 20
		SP:Iteration 81Q (29102.620000 sec): 3 clusters
  Score: Raw -3045772.160825 + Penalty 4884.569306 = -3040887.591519
  nChanged 17
		SP:Iteration 82Q (29102.820000 sec): 3 clusters
  Score: Raw -3045775.944687 + Penalty 4884.569306 = -3040891.375382
  nChanged 20
		SP:Iteration 83Q (29103.090000 sec): 3 clusters
  Score: Raw -3045781.196641 + Penalty 4884.569306 = -3040896.627336
  nChanged 21
		SP:Iteration 84Q (29103.340000 sec): 3 clusters
  Score: Raw -3045786.564434 + Penalty 4884.569306 = -3040901.995128
  nChanged 15
		SP:Iteration 85Q (29103.580000 sec): 3 clusters
  Score: Raw -3045791.000221 + Penalty 4884.569306 = -3040906.430916
  nChanged 13
		SP:Iteration 86Q (29103.860000 sec): 3 clusters
  Score: Raw -3045793.702752 + Penalty 4884.569306 = -3040909.133446
  nChanged 12
		SP:Iteration 87Q (29104.100000 sec): 3 clusters
  Score: Raw -3045797.371008 + Penalty 4884.569306 = -3040912.801703
  nChanged 19
		SP:Iteration 88Q (29104.340000 sec): 3 clusters
  Score: Raw -3045802.385218 + Penalty 4884.569306 = -3040917.815913
  nChanged 18
		SP:Iteration 89Q (29104.610000 sec): 3 clusters
  Score: Raw -3045805.674664 + Penalty 4884.569306 = -3040921.105358
  nChanged 8
		SP:Iteration 90Q (29104.850000 sec): 3 clusters
  Score: Raw -3045807.227227 + Penalty 4884.569306 = -3040922.657922
  nChanged 8
		SP:Iteration 91Q (29105.100000 sec): 3 clusters
  Score: Raw -3045809.305203 + Penalty 4884.569306 = -3040924.735898
  nChanged 13
		SP:Iteration 92Q (29105.330000 sec): 3 clusters
  Score: Raw -3045812.635912 + Penalty 4884.569306 = -3040928.066606
  nChanged 13
		SP:Iteration 93Q (29105.560000 sec): 3 clusters
  Score: Raw -3045814.917837 + Penalty 4884.569306 = -3040930.348531
  nChanged 6
		SP:Iteration 94Q (29105.810000 sec): 3 clusters
  Score: Raw -3045815.808113 + Penalty 4884.569306 = -3040931.238808
  nChanged 6
		SP:Iteration 95Q (29106.140000 sec): 3 clusters
  Score: Raw -3045816.859284 + Penalty 4884.569306 = -3040932.289978
  nChanged 3
		SP:Iteration 96Q (29106.370000 sec): 3 clusters
  Score: Raw -3045817.249735 + Penalty 4884.569306 = -3040932.680429
  nChanged 1
		SP:Iteration 97Q (29106.650000 sec): 3 clusters
  Score: Raw -3045817.347150 + Penalty 4884.569306 = -3040932.777845
  nChanged 1
		SP:Iteration 98Q (29106.890000 sec): 3 clusters
  Score: Raw -3045817.484302 + Penalty 4884.569306 = -3040932.914996
  nChanged 0
		SP:Iteration 99F (29107.200000 sec): 3 clusters
  Score: Raw -3045817.484302 + Penalty 4884.569306 = -3040932.914996
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (8265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29107.310000 sec): 2 clusters
  Score: Raw -1318825.445525 + Penalty 2236.906683 = -1316588.538842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29107.510000 sec): 3 clusters
  Score: Raw -1314532.062357 + Penalty 4473.813365 = -1310058.248991
  nChanged 3358
		SP:Iteration 1F (29107.660000 sec): 3 clusters
  Score: Raw -1316236.018546 + Penalty 4473.813365 = -1311762.205181
  nChanged 543
		SP:Iteration 2F (29107.860000 sec): 3 clusters
  Score: Raw -1316490.261372 + Penalty 4473.813365 = -1312016.448007
  nChanged 400
		SP:Iteration 3Q (29108.020000 sec): 3 clusters
  Score: Raw -1316654.569890 + Penalty 4473.813365 = -1312180.756525
  nChanged 308
		SP:Iteration 4Q (29108.170000 sec): 3 clusters
  Score: Raw -1316772.959165 + Penalty 4473.813365 = -1312299.145800
  nChanged 270
		SP:Iteration 5Q (29108.340000 sec): 3 clusters
  Score: Raw -1316879.894056 + Penalty 4473.813365 = -1312406.080691
  nChanged 257
		SP:Iteration 6Q (29108.500000 sec): 3 clusters
  Score: Raw -1316997.219345 + Penalty 4473.813365 = -1312523.405980
  nChanged 270
		SP:Iteration 7Q (29108.700000 sec): 3 clusters
  Score: Raw -1317111.995277 + Penalty 4473.813365 = -1312638.181911
  nChanged 252
		SP:Iteration 8Q (29108.880000 sec): 3 clusters
  Score: Raw -1317221.870513 + Penalty 4473.813365 = -1312748.057148
  nChanged 259
		SP:Iteration 9Q (29109.040000 sec): 3 clusters
  Score: Raw -1317333.958389 + Penalty 4473.813365 = -1312860.145024
  nChanged 258
		SP:Iteration 10Q (29109.240000 sec): 3 clusters
  Score: Raw -1317446.642797 + Penalty 4473.813365 = -1312972.829432
  nChanged 249
		SP:Iteration 11Q (29109.450000 sec): 3 clusters
  Score: Raw -1317569.139788 + Penalty 4473.813365 = -1313095.326423
  nChanged 249
		SP:Iteration 12Q (29109.630000 sec): 3 clusters
  Score: Raw -1317689.084176 + Penalty 4473.813365 = -1313215.270811
  nChanged 239
		SP:Iteration 13Q (29109.830000 sec): 3 clusters
  Score: Raw -1317801.036221 + Penalty 4473.813365 = -1313327.222856
  nChanged 195
		SP:Iteration 14Q (29109.990000 sec): 3 clusters
  Score: Raw -1317899.119549 + Penalty 4473.813365 = -1313425.306184
  nChanged 191
		SP:Iteration 15Q (29110.210000 sec): 3 clusters
  Score: Raw -1317980.972869 + Penalty 4473.813365 = -1313507.159503
  nChanged 167
		SP:Iteration 16Q (29110.380000 sec): 3 clusters
  Score: Raw -1318052.586224 + Penalty 4473.813365 = -1313578.772859
  nChanged 152
		SP:Iteration 17Q (29110.630000 sec): 3 clusters
  Score: Raw -1318124.777186 + Penalty 4473.813365 = -1313650.963821
  nChanged 147
		SP:Iteration 18Q (29110.800000 sec): 3 clusters
  Score: Raw -1318193.720376 + Penalty 4473.813365 = -1313719.907011
  nChanged 144
		SP:Iteration 19Q (29111.000000 sec): 3 clusters
  Score: Raw -1318256.711578 + Penalty 4473.813365 = -1313782.898213
  nChanged 133
		SP:Iteration 20F (29111.190000 sec): 3 clusters
  Score: Raw -1318318.383803 + Penalty 4473.813365 = -1313844.570437
  nChanged 113
		SP:Iteration 21Q (29111.390000 sec): 3 clusters
  Score: Raw -1318373.044798 + Penalty 4473.813365 = -1313899.231433
  nChanged 114
		SP:Iteration 22Q (29111.560000 sec): 3 clusters
  Score: Raw -1318436.679818 + Penalty 4473.813365 = -1313962.866453
  nChanged 121
		SP:Iteration 23Q (29111.710000 sec): 3 clusters
  Score: Raw -1318506.020861 + Penalty 4473.813365 = -1314032.207496
  nChanged 115
		SP:Iteration 24Q (29111.910000 sec): 3 clusters
  Score: Raw -1318575.188836 + Penalty 4473.813365 = -1314101.375471
  nChanged 117
		SP:Iteration 25Q (29112.040000 sec): 3 clusters
  Score: Raw -1318643.495050 + Penalty 4473.813365 = -1314169.681685
  nChanged 120
		SP:Iteration 26Q (29112.250000 sec): 3 clusters
  Score: Raw -1318722.440314 + Penalty 4473.813365 = -1314248.626949
  nChanged 104
		SP:Iteration 27Q (29112.420000 sec): 3 clusters
  Score: Raw -1318801.353989 + Penalty 4473.813365 = -1314327.540624
  nChanged 106
		SP:Iteration 28Q (29112.600000 sec): 3 clusters
  Score: Raw -1318877.146404 + Penalty 4473.813365 = -1314403.333039
  nChanged 92
		SP:Iteration 29Q (29112.780000 sec): 3 clusters
  Score: Raw -1318938.595893 + Penalty 4473.813365 = -1314464.782528
  nChanged 48
		SP:Iteration 30Q (29113.040000 sec): 3 clusters
  Score: Raw -1318971.934631 + Penalty 4473.813365 = -1314498.121266
  nChanged 36
		SP:Iteration 31Q (29113.230000 sec): 3 clusters
  Score: Raw -1318994.818910 + Penalty 4473.813365 = -1314521.005545
  nChanged 26
		SP:Iteration 32Q (29113.400000 sec): 3 clusters
  Score: Raw -1319015.207851 + Penalty 4473.813365 = -1314541.394486
  nChanged 30
		SP:Iteration 33Q (29113.680000 sec): 3 clusters
  Score: Raw -1319036.667903 + Penalty 4473.813365 = -1314562.854538
  nChanged 23
		SP:Iteration 34Q (29113.870000 sec): 3 clusters
  Score: Raw -1319050.399792 + Penalty 4473.813365 = -1314576.586427
  nChanged 18
		SP:Iteration 35Q (29114.040000 sec): 3 clusters
  Score: Raw -1319060.656987 + Penalty 4473.813365 = -1314586.843622
  nChanged 9
		SP:Iteration 36Q (29114.220000 sec): 3 clusters
  Score: Raw -1319065.812122 + Penalty 4473.813365 = -1314591.998757
  nChanged 7
		SP:Iteration 37Q (29114.420000 sec): 3 clusters
  Score: Raw -1319070.553072 + Penalty 4473.813365 = -1314596.739707
  nChanged 6
		SP:Iteration 38Q (29114.570000 sec): 3 clusters
  Score: Raw -1319073.891643 + Penalty 4473.813365 = -1314600.078277
  nChanged 5
		SP:Iteration 39Q (29114.780000 sec): 3 clusters
  Score: Raw -1319076.817782 + Penalty 4473.813365 = -1314603.004417
  nChanged 8
		SP:Iteration 40F (29114.990000 sec): 3 clusters
  Score: Raw -1319081.683815 + Penalty 4473.813365 = -1314607.870449
  nChanged 4
		SP:Iteration 41Q (29115.160000 sec): 3 clusters
  Score: Raw -1319083.806596 + Penalty 4473.813365 = -1314609.993231
  nChanged 3
		SP:Iteration 42Q (29115.330000 sec): 3 clusters
  Score: Raw -1319085.907125 + Penalty 4473.813365 = -1314612.093760
  nChanged 1
		SP:Iteration 43Q (29115.560000 sec): 3 clusters
  Score: Raw -1319086.587818 + Penalty 4473.813365 = -1314612.774453
  nChanged 1
		SP:Iteration 44Q (29115.720000 sec): 3 clusters
  Score: Raw -1319087.010818 + Penalty 4473.813365 = -1314613.197453
  nChanged 0
		SP:Iteration 45F (29115.890000 sec): 3 clusters
  Score: Raw -1319087.010818 + Penalty 4473.813365 = -1314613.197453
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29115.990000 sec): 2 clusters
  Score: Raw -47258.219076 + Penalty 1465.877568 = -45792.341508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29116.120000 sec): 3 clusters
  Score: Raw -47503.560386 + Penalty 2931.755135 = -44571.805251
  nChanged 81
		SP:Iteration 1F (29116.260000 sec): 3 clusters
  Score: Raw -47771.039048 + Penalty 2931.755135 = -44839.283913
  nChanged 31
		SP:Iteration 2F (29116.380000 sec): 3 clusters
  Score: Raw -47929.547868 + Penalty 2931.755135 = -44997.792732
  nChanged 20
		SP:Iteration 3F (29116.540000 sec): 3 clusters
  Score: Raw -48070.652858 + Penalty 2931.755135 = -45138.897723
  nChanged 14
		SP:Iteration 4Q (29116.690000 sec): 3 clusters
  Score: Raw -48152.085215 + Penalty 2931.755135 = -45220.330080
  nChanged 3
		SP:Iteration 5Q (29116.840000 sec): 3 clusters
  Score: Raw -48158.218973 + Penalty 2931.755135 = -45226.463837
  nChanged 2
		SP:Iteration 6Q (29116.970000 sec): 3 clusters
  Score: Raw -48169.694813 + Penalty 2931.755135 = -45237.939678
  nChanged 1
		SP:Iteration 7Q (29117.090000 sec): 3 clusters
  Score: Raw -48186.990760 + Penalty 2931.755135 = -45255.235624
  nChanged 4
		SP:Iteration 8Q (29117.260000 sec): 3 clusters
  Score: Raw -48210.200417 + Penalty 2931.755135 = -45278.445282
  nChanged 7
		SP:Iteration 9Q (29117.410000 sec): 3 clusters
  Score: Raw -48270.291581 + Penalty 2931.755135 = -45338.536445
  nChanged 5
		SP:Iteration 10Q (29117.500000 sec): 3 clusters
  Score: Raw -48290.929075 + Penalty 2931.755135 = -45359.173940
  nChanged 3
		SP:Iteration 11Q (29117.600000 sec): 3 clusters
  Score: Raw -48298.938115 + Penalty 2931.755135 = -45367.182980
  nChanged 0
		SP:Iteration 12F (29117.710000 sec): 3 clusters
  Score: Raw -48298.938115 + Penalty 2931.755135 = -45367.182980
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (11095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29117.840000 sec): 2 clusters
  Score: Raw -1718476.754585 + Penalty 2309.933959 = -1716166.820626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29118.090000 sec): 3 clusters
  Score: Raw -1712434.071270 + Penalty 4619.867918 = -1707814.203352
  nChanged 4686
		SP:Iteration 1F (29118.250000 sec): 3 clusters
  Score: Raw -1715200.265893 + Penalty 4619.867918 = -1710580.397975
  nChanged 845
		SP:Iteration 2F (29118.400000 sec): 3 clusters
  Score: Raw -1715753.824140 + Penalty 4619.867918 = -1711133.956222
  nChanged 751
		SP:Iteration 3F (29118.640000 sec): 3 clusters
  Score: Raw -1716305.990761 + Penalty 4619.867918 = -1711686.122843
  nChanged 762
		SP:Iteration 4F (29118.860000 sec): 3 clusters
  Score: Raw -1716874.799020 + Penalty 4619.867918 = -1712254.931102
  nChanged 716
		SP:Iteration 5F (29119.010000 sec): 3 clusters
  Score: Raw -1717397.726662 + Penalty 4619.867918 = -1712777.858743
  nChanged 630
		SP:Iteration 6F (29119.190000 sec): 3 clusters
  Score: Raw -1717834.504846 + Penalty 4619.867918 = -1713214.636927
  nChanged 512
		SP:Iteration 7Q (29119.350000 sec): 3 clusters
  Score: Raw -1718121.085146 + Penalty 4619.867918 = -1713501.217228
  nChanged 394
		SP:Iteration 8Q (29119.500000 sec): 3 clusters
  Score: Raw -1718311.020033 + Penalty 4619.867918 = -1713691.152115
  nChanged 277
		SP:Iteration 9Q (29119.660000 sec): 3 clusters
  Score: Raw -1718426.230735 + Penalty 4619.867918 = -1713806.362817
  nChanged 215
		SP:Iteration 10Q (29119.800000 sec): 3 clusters
  Score: Raw -1718498.900930 + Penalty 4619.867918 = -1713879.033011
  nChanged 158
		SP:Iteration 11Q (29120.000000 sec): 3 clusters
  Score: Raw -1718544.627953 + Penalty 4619.867918 = -1713924.760035
  nChanged 121
		SP:Iteration 12Q (29120.250000 sec): 3 clusters
  Score: Raw -1718578.141460 + Penalty 4619.867918 = -1713958.273541
  nChanged 89
		SP:Iteration 13Q (29120.440000 sec): 3 clusters
  Score: Raw -1718598.880610 + Penalty 4619.867918 = -1713979.012692
  nChanged 61
		SP:Iteration 14Q (29120.620000 sec): 3 clusters
  Score: Raw -1718608.576789 + Penalty 4619.867918 = -1713988.708870
  nChanged 26
		SP:Iteration 15Q (29120.820000 sec): 3 clusters
  Score: Raw -1718612.892600 + Penalty 4619.867918 = -1713993.024682
  nChanged 21
		SP:Iteration 16Q (29121.070000 sec): 3 clusters
  Score: Raw -1718616.224259 + Penalty 4619.867918 = -1713996.356341
  nChanged 23
		SP:Iteration 17Q (29121.320000 sec): 3 clusters
  Score: Raw -1718621.160078 + Penalty 4619.867918 = -1714001.292160
  nChanged 26
		SP:Iteration 18Q (29121.530000 sec): 3 clusters
  Score: Raw -1718627.260757 + Penalty 4619.867918 = -1714007.392838
  nChanged 27
		SP:Iteration 19Q (29121.710000 sec): 3 clusters
  Score: Raw -1718634.016606 + Penalty 4619.867918 = -1714014.148688
  nChanged 39
		SP:Iteration 20F (29121.890000 sec): 3 clusters
  Score: Raw -1718642.016962 + Penalty 4619.867918 = -1714022.149044
  nChanged 32
		SP:Iteration 21Q (29122.140000 sec): 3 clusters
  Score: Raw -1718648.201456 + Penalty 4619.867918 = -1714028.333538
  nChanged 32
		SP:Iteration 22Q (29122.360000 sec): 3 clusters
  Score: Raw -1718655.403780 + Penalty 4619.867918 = -1714035.535861
  nChanged 33
		SP:Iteration 23Q (29122.540000 sec): 3 clusters
  Score: Raw -1718661.947829 + Penalty 4619.867918 = -1714042.079911
  nChanged 31
		SP:Iteration 24Q (29122.720000 sec): 3 clusters
  Score: Raw -1718668.402626 + Penalty 4619.867918 = -1714048.534707
  nChanged 29
		SP:Iteration 25Q (29122.920000 sec): 3 clusters
  Score: Raw -1718674.607361 + Penalty 4619.867918 = -1714054.739443
  nChanged 26
		SP:Iteration 26Q (29123.130000 sec): 3 clusters
  Score: Raw -1718681.603631 + Penalty 4619.867918 = -1714061.735713
  nChanged 31
		SP:Iteration 27Q (29123.320000 sec): 3 clusters
  Score: Raw -1718689.426926 + Penalty 4619.867918 = -1714069.559007
  nChanged 33
		SP:Iteration 28Q (29123.600000 sec): 3 clusters
  Score: Raw -1718697.332199 + Penalty 4619.867918 = -1714077.464281
  nChanged 37
		SP:Iteration 29Q (29123.810000 sec): 3 clusters
  Score: Raw -1718705.732742 + Penalty 4619.867918 = -1714085.864823
  nChanged 47
		SP:Iteration 30Q (29123.980000 sec): 3 clusters
  Score: Raw -1718715.521957 + Penalty 4619.867918 = -1714095.654039
  nChanged 52
		SP:Iteration 31Q (29124.220000 sec): 3 clusters
  Score: Raw -1718726.149779 + Penalty 4619.867918 = -1714106.281861
  nChanged 36
		SP:Iteration 32Q (29124.410000 sec): 3 clusters
  Score: Raw -1718733.450989 + Penalty 4619.867918 = -1714113.583071
  nChanged 36
		SP:Iteration 33Q (29124.620000 sec): 3 clusters
  Score: Raw -1718740.578708 + Penalty 4619.867918 = -1714120.710789
  nChanged 39
		SP:Iteration 34Q (29124.820000 sec): 3 clusters
  Score: Raw -1718747.668811 + Penalty 4619.867918 = -1714127.800892
  nChanged 38
		SP:Iteration 35Q (29125.030000 sec): 3 clusters
  Score: Raw -1718755.471768 + Penalty 4619.867918 = -1714135.603850
  nChanged 30
		SP:Iteration 36Q (29125.250000 sec): 3 clusters
  Score: Raw -1718761.039571 + Penalty 4619.867918 = -1714141.171652
  nChanged 26
		SP:Iteration 37Q (29125.470000 sec): 3 clusters
  Score: Raw -1718764.817954 + Penalty 4619.867918 = -1714144.950035
  nChanged 25
		SP:Iteration 38Q (29125.670000 sec): 3 clusters
  Score: Raw -1718768.393243 + Penalty 4619.867918 = -1714148.525324
  nChanged 16
		SP:Iteration 39Q (29125.880000 sec): 3 clusters
  Score: Raw -1718770.561428 + Penalty 4619.867918 = -1714150.693510
  nChanged 17
		SP:Iteration 40F (29126.090000 sec): 3 clusters
  Score: Raw -1718773.230917 + Penalty 4619.867918 = -1714153.362999
  nChanged 21
		SP:Iteration 41Q (29126.270000 sec): 3 clusters
  Score: Raw -1718776.864431 + Penalty 4619.867918 = -1714156.996513
  nChanged 23
		SP:Iteration 42Q (29126.480000 sec): 3 clusters
  Score: Raw -1718780.579536 + Penalty 4619.867918 = -1714160.711618
  nChanged 24
		SP:Iteration 43Q (29126.670000 sec): 3 clusters
  Score: Raw -1718785.146258 + Penalty 4619.867918 = -1714165.278340
  nChanged 25
		SP:Iteration 44Q (29126.840000 sec): 3 clusters
  Score: Raw -1718788.908358 + Penalty 4619.867918 = -1714169.040440
  nChanged 23
		SP:Iteration 45Q (29127.040000 sec): 3 clusters
  Score: Raw -1718792.182860 + Penalty 4619.867918 = -1714172.314941
  nChanged 20
		SP:Iteration 46Q (29127.230000 sec): 3 clusters
  Score: Raw -1718794.860873 + Penalty 4619.867918 = -1714174.992955
  nChanged 17
		SP:Iteration 47Q (29127.480000 sec): 3 clusters
  Score: Raw -1718798.608833 + Penalty 4619.867918 = -1714178.740915
  nChanged 22
		SP:Iteration 48Q (29127.700000 sec): 3 clusters
  Score: Raw -1718801.889231 + Penalty 4619.867918 = -1714182.021313
  nChanged 18
		SP:Iteration 49Q (29127.900000 sec): 3 clusters
  Score: Raw -1718804.710928 + Penalty 4619.867918 = -1714184.843009
  nChanged 17
		SP:Iteration 50Q (29128.170000 sec): 3 clusters
  Score: Raw -1718807.433600 + Penalty 4619.867918 = -1714187.565682
  nChanged 21
		SP:Iteration 51Q (29128.370000 sec): 3 clusters
  Score: Raw -1718811.106270 + Penalty 4619.867918 = -1714191.238352
  nChanged 24
		SP:Iteration 52Q (29128.540000 sec): 3 clusters
  Score: Raw -1718814.297128 + Penalty 4619.867918 = -1714194.429210
  nChanged 16
		SP:Iteration 53Q (29128.700000 sec): 3 clusters
  Score: Raw -1718816.352097 + Penalty 4619.867918 = -1714196.484178
  nChanged 13
		SP:Iteration 54Q (29128.850000 sec): 3 clusters
  Score: Raw -1718818.032009 + Penalty 4619.867918 = -1714198.164091
  nChanged 11
		SP:Iteration 55Q (29129.080000 sec): 3 clusters
  Score: Raw -1718819.653382 + Penalty 4619.867918 = -1714199.785464
  nChanged 10
		SP:Iteration 56Q (29129.260000 sec): 3 clusters
  Score: Raw -1718821.580534 + Penalty 4619.867918 = -1714201.712616
  nChanged 14
		SP:Iteration 57Q (29129.510000 sec): 3 clusters
  Score: Raw -1718823.925795 + Penalty 4619.867918 = -1714204.057877
  nChanged 15
		SP:Iteration 58Q (29129.750000 sec): 3 clusters
  Score: Raw -1718826.731538 + Penalty 4619.867918 = -1714206.863620
  nChanged 15
		SP:Iteration 59Q (29129.970000 sec): 3 clusters
  Score: Raw -1718829.729589 + Penalty 4619.867918 = -1714209.861670
  nChanged 14
		SP:Iteration 60F (29130.230000 sec): 3 clusters
  Score: Raw -1718832.662271 + Penalty 4619.867918 = -1714212.794352
  nChanged 21
		SP:Iteration 61Q (29130.470000 sec): 3 clusters
  Score: Raw -1718835.928121 + Penalty 4619.867918 = -1714216.060203
  nChanged 25
		SP:Iteration 62Q (29130.740000 sec): 3 clusters
  Score: Raw -1718839.249500 + Penalty 4619.867918 = -1714219.381581
  nChanged 14
		SP:Iteration 63Q (29130.980000 sec): 3 clusters
  Score: Raw -1718841.454913 + Penalty 4619.867918 = -1714221.586995
  nChanged 15
		SP:Iteration 64Q (29131.180000 sec): 3 clusters
  Score: Raw -1718843.568990 + Penalty 4619.867918 = -1714223.701071
  nChanged 14
		SP:Iteration 65Q (29131.380000 sec): 3 clusters
  Score: Raw -1718845.499437 + Penalty 4619.867918 = -1714225.631519
  nChanged 15
		SP:Iteration 66Q (29131.640000 sec): 3 clusters
  Score: Raw -1718848.234426 + Penalty 4619.867918 = -1714228.366508
  nChanged 22
		SP:Iteration 67Q (29131.820000 sec): 3 clusters
  Score: Raw -1718853.309877 + Penalty 4619.867918 = -1714233.441958
  nChanged 27
		SP:Iteration 68Q (29132.040000 sec): 3 clusters
  Score: Raw -1718857.711511 + Penalty 4619.867918 = -1714237.843593
  nChanged 31
		SP:Iteration 69Q (29132.280000 sec): 3 clusters
  Score: Raw -1718862.389453 + Penalty 4619.867918 = -1714242.521535
  nChanged 28
		SP:Iteration 70Q (29132.530000 sec): 3 clusters
  Score: Raw -1718866.778216 + Penalty 4619.867918 = -1714246.910297
  nChanged 22
		SP:Iteration 71Q (29132.780000 sec): 3 clusters
  Score: Raw -1718870.166669 + Penalty 4619.867918 = -1714250.298751
  nChanged 21
		SP:Iteration 72Q (29132.970000 sec): 3 clusters
  Score: Raw -1718873.071645 + Penalty 4619.867918 = -1714253.203727
  nChanged 18
		SP:Iteration 73Q (29133.260000 sec): 3 clusters
  Score: Raw -1718875.821743 + Penalty 4619.867918 = -1714255.953825
  nChanged 16
		SP:Iteration 74Q (29133.490000 sec): 3 clusters
  Score: Raw -1718877.963134 + Penalty 4619.867918 = -1714258.095215
  nChanged 13
		SP:Iteration 75Q (29133.710000 sec): 3 clusters
  Score: Raw -1718880.404298 + Penalty 4619.867918 = -1714260.536380
  nChanged 24
		SP:Iteration 76Q (29133.940000 sec): 3 clusters
  Score: Raw -1718884.099552 + Penalty 4619.867918 = -1714264.231634
  nChanged 16
		SP:Iteration 77Q (29134.160000 sec): 3 clusters
  Score: Raw -1718886.491957 + Penalty 4619.867918 = -1714266.624039
  nChanged 17
		SP:Iteration 78Q (29134.380000 sec): 3 clusters
  Score: Raw -1718889.045884 + Penalty 4619.867918 = -1714269.177965
  nChanged 18
		SP:Iteration 79Q (29134.610000 sec): 3 clusters
  Score: Raw -1718892.095110 + Penalty 4619.867918 = -1714272.227192
  nChanged 21
		SP:Iteration 80F (29134.780000 sec): 3 clusters
  Score: Raw -1718895.516360 + Penalty 4619.867918 = -1714275.648441
  nChanged 17
		SP:Iteration 81Q (29134.970000 sec): 3 clusters
  Score: Raw -1718898.672425 + Penalty 4619.867918 = -1714278.804507
  nChanged 16
		SP:Iteration 82Q (29135.190000 sec): 3 clusters
  Score: Raw -1718900.652649 + Penalty 4619.867918 = -1714280.784731
  nChanged 14
		SP:Iteration 83Q (29135.370000 sec): 3 clusters
  Score: Raw -1718902.171196 + Penalty 4619.867918 = -1714282.303278
  nChanged 20
		SP:Iteration 84Q (29135.570000 sec): 3 clusters
  Score: Raw -1718905.119976 + Penalty 4619.867918 = -1714285.252058
  nChanged 21
		SP:Iteration 85Q (29135.800000 sec): 3 clusters
  Score: Raw -1718908.408236 + Penalty 4619.867918 = -1714288.540318
  nChanged 24
		SP:Iteration 86Q (29136.000000 sec): 3 clusters
  Score: Raw -1718911.692855 + Penalty 4619.867918 = -1714291.824937
  nChanged 21
		SP:Iteration 87Q (29136.310000 sec): 3 clusters
  Score: Raw -1718914.877697 + Penalty 4619.867918 = -1714295.009779
  nChanged 19
		SP:Iteration 88Q (29136.520000 sec): 3 clusters
  Score: Raw -1718917.277550 + Penalty 4619.867918 = -1714297.409631
  nChanged 14
		SP:Iteration 89Q (29136.740000 sec): 3 clusters
  Score: Raw -1718919.197323 + Penalty 4619.867918 = -1714299.329404
  nChanged 15
		SP:Iteration 90Q (29136.920000 sec): 3 clusters
  Score: Raw -1718921.685275 + Penalty 4619.867918 = -1714301.817357
  nChanged 17
		SP:Iteration 91Q (29137.120000 sec): 3 clusters
  Score: Raw -1718924.059232 + Penalty 4619.867918 = -1714304.191314
  nChanged 19
		SP:Iteration 92Q (29137.380000 sec): 3 clusters
  Score: Raw -1718926.885471 + Penalty 4619.867918 = -1714307.017552
  nChanged 12
		SP:Iteration 93Q (29137.620000 sec): 3 clusters
  Score: Raw -1718928.584955 + Penalty 4619.867918 = -1714308.717036
  nChanged 16
		SP:Iteration 94Q (29137.860000 sec): 3 clusters
  Score: Raw -1718930.803326 + Penalty 4619.867918 = -1714310.935407
  nChanged 13
		SP:Iteration 95Q (29138.100000 sec): 3 clusters
  Score: Raw -1718932.430052 + Penalty 4619.867918 = -1714312.562134
  nChanged 9
		SP:Iteration 96Q (29138.350000 sec): 3 clusters
  Score: Raw -1718933.715862 + Penalty 4619.867918 = -1714313.847943
  nChanged 8
		SP:Iteration 97Q (29138.560000 sec): 3 clusters
  Score: Raw -1718934.960203 + Penalty 4619.867918 = -1714315.092285
  nChanged 10
		SP:Iteration 98Q (29138.780000 sec): 3 clusters
  Score: Raw -1718936.377806 + Penalty 4619.867918 = -1714316.509888
  nChanged 13
		SP:Iteration 99Q (29138.970000 sec): 3 clusters
  Score: Raw -1718938.122977 + Penalty 4619.867918 = -1714318.255059
  nChanged 9
		SP:Iteration 100F (29139.180000 sec): 3 clusters
  Score: Raw -1718939.246663 + Penalty 4619.867918 = -1714319.378745
  nChanged 14
		SP:Iteration 101Q (29139.420000 sec): 3 clusters
  Score: Raw -1718940.925393 + Penalty 4619.867918 = -1714321.057475
  nChanged 13
		SP:Iteration 102Q (29139.620000 sec): 3 clusters
  Score: Raw -1718943.084067 + Penalty 4619.867918 = -1714323.216149
  nChanged 20
		SP:Iteration 103Q (29139.830000 sec): 3 clusters
  Score: Raw -1718946.355640 + Penalty 4619.867918 = -1714326.487722
  nChanged 22
		SP:Iteration 104Q (29140.090000 sec): 3 clusters
  Score: Raw -1718950.534091 + Penalty 4619.867918 = -1714330.666173
  nChanged 27
		SP:Iteration 105Q (29140.250000 sec): 3 clusters
  Score: Raw -1718955.320756 + Penalty 4619.867918 = -1714335.452838
  nChanged 30
		SP:Iteration 106Q (29140.510000 sec): 3 clusters
  Score: Raw -1718960.351744 + Penalty 4619.867918 = -1714340.483826
  nChanged 29
		SP:Iteration 107Q (29140.700000 sec): 3 clusters
  Score: Raw -1718964.964419 + Penalty 4619.867918 = -1714345.096500
  nChanged 27
		SP:Iteration 108Q (29140.910000 sec): 3 clusters
  Score: Raw -1718969.539272 + Penalty 4619.867918 = -1714349.671354
  nChanged 30
		SP:Iteration 109Q (29141.110000 sec): 3 clusters
  Score: Raw -1718974.576468 + Penalty 4619.867918 = -1714354.708549
  nChanged 22
		SP:Iteration 110Q (29141.330000 sec): 3 clusters
  Score: Raw -1718977.924326 + Penalty 4619.867918 = -1714358.056407
  nChanged 23
		SP:Iteration 111Q (29141.510000 sec): 3 clusters
  Score: Raw -1718981.083121 + Penalty 4619.867918 = -1714361.215203
  nChanged 21
		SP:Iteration 112Q (29141.780000 sec): 3 clusters
  Score: Raw -1718984.333014 + Penalty 4619.867918 = -1714364.465096
  nChanged 18
		SP:Iteration 113Q (29142.000000 sec): 3 clusters
  Score: Raw -1718987.152778 + Penalty 4619.867918 = -1714367.284860
  nChanged 26
		SP:Iteration 114Q (29142.250000 sec): 3 clusters
  Score: Raw -1718991.935775 + Penalty 4619.867918 = -1714372.067857
  nChanged 32
		SP:Iteration 115Q (29142.490000 sec): 3 clusters
  Score: Raw -1718997.638497 + Penalty 4619.867918 = -1714377.770578
  nChanged 27
		SP:Iteration 116Q (29142.710000 sec): 3 clusters
  Score: Raw -1719003.443920 + Penalty 4619.867918 = -1714383.576001
  nChanged 31
		SP:Iteration 117Q (29142.890000 sec): 3 clusters
  Score: Raw -1719009.152500 + Penalty 4619.867918 = -1714389.284582
  nChanged 35
		SP:Iteration 118Q (29143.100000 sec): 3 clusters
  Score: Raw -1719016.862635 + Penalty 4619.867918 = -1714396.994717
  nChanged 39
		SP:Iteration 119Q (29143.310000 sec): 3 clusters
  Score: Raw -1719023.899977 + Penalty 4619.867918 = -1714404.032058
  nChanged 31
		SP:Iteration 120F (29143.470000 sec): 3 clusters
  Score: Raw -1719030.201632 + Penalty 4619.867918 = -1714410.333714
  nChanged 37
		SP:Iteration 121Q (29143.690000 sec): 3 clusters
  Score: Raw -1719036.789025 + Penalty 4619.867918 = -1714416.921107
  nChanged 42
		SP:Iteration 122Q (29143.850000 sec): 3 clusters
  Score: Raw -1719043.904450 + Penalty 4619.867918 = -1714424.036532
  nChanged 48
		SP:Iteration 123Q (29144.050000 sec): 3 clusters
  Score: Raw -1719053.826044 + Penalty 4619.867918 = -1714433.958126
  nChanged 43
		SP:Iteration 124Q (29144.200000 sec): 3 clusters
  Score: Raw -1719062.573867 + Penalty 4619.867918 = -1714442.705948
  nChanged 44
		SP:Iteration 125Q (29144.410000 sec): 3 clusters
  Score: Raw -1719072.066659 + Penalty 4619.867918 = -1714452.198740
  nChanged 46
		SP:Iteration 126Q (29144.610000 sec): 3 clusters
  Score: Raw -1719081.198918 + Penalty 4619.867918 = -1714461.331000
  nChanged 50
		SP:Iteration 127Q (29144.800000 sec): 3 clusters
  Score: Raw -1719090.680592 + Penalty 4619.867918 = -1714470.812673
  nChanged 43
		SP:Iteration 128Q (29145.010000 sec): 3 clusters
  Score: Raw -1719099.992120 + Penalty 4619.867918 = -1714480.124202
  nChanged 44
		SP:Iteration 129Q (29145.190000 sec): 3 clusters
  Score: Raw -1719110.509845 + Penalty 4619.867918 = -1714490.641926
  nChanged 53
		SP:Iteration 130Q (29145.400000 sec): 3 clusters
  Score: Raw -1719123.967990 + Penalty 4619.867918 = -1714504.100072
  nChanged 58
		SP:Iteration 131Q (29145.590000 sec): 3 clusters
  Score: Raw -1719138.587181 + Penalty 4619.867918 = -1714518.719262
  nChanged 62
		SP:Iteration 132Q (29145.740000 sec): 3 clusters
  Score: Raw -1719153.459493 + Penalty 4619.867918 = -1714533.591575
  nChanged 64
		SP:Iteration 133Q (29145.900000 sec): 3 clusters
  Score: Raw -1719168.345985 + Penalty 4619.867918 = -1714548.478066
  nChanged 59
		SP:Iteration 134Q (29146.130000 sec): 3 clusters
  Score: Raw -1719180.077644 + Penalty 4619.867918 = -1714560.209726
  nChanged 53
		SP:Iteration 135Q (29146.320000 sec): 3 clusters
  Score: Raw -1719191.142435 + Penalty 4619.867918 = -1714571.274517
  nChanged 56
		SP:Iteration 136Q (29146.570000 sec): 3 clusters
  Score: Raw -1719203.030992 + Penalty 4619.867918 = -1714583.163073
  nChanged 69
		SP:Iteration 137Q (29146.670000 sec): 3 clusters
  Score: Raw -1719216.672900 + Penalty 4619.867918 = -1714596.804981
  nChanged 60
		SP:Iteration 138Q (29146.820000 sec): 3 clusters
  Score: Raw -1719230.154149 + Penalty 4619.867918 = -1714610.286231
  nChanged 66
		SP:Iteration 139Q (29146.970000 sec): 3 clusters
  Score: Raw -1719246.068806 + Penalty 4619.867918 = -1714626.200888
  nChanged 61
		SP:Iteration 140F (29147.190000 sec): 3 clusters
  Score: Raw -1719260.023886 + Penalty 4619.867918 = -1714640.155968
  nChanged 55
		SP:Iteration 141Q (29147.380000 sec): 3 clusters
  Score: Raw -1719273.080207 + Penalty 4619.867918 = -1714653.212288
  nChanged 55
		SP:Iteration 142Q (29147.560000 sec): 3 clusters
  Score: Raw -1719286.537899 + Penalty 4619.867918 = -1714666.669980
  nChanged 64
		SP:Iteration 143Q (29147.750000 sec): 3 clusters
  Score: Raw -1719300.649503 + Penalty 4619.867918 = -1714680.781585
  nChanged 51
		SP:Iteration 144Q (29147.980000 sec): 3 clusters
  Score: Raw -1719312.236245 + Penalty 4619.867918 = -1714692.368327
  nChanged 51
		SP:Iteration 145Q (29148.220000 sec): 3 clusters
  Score: Raw -1719323.145825 + Penalty 4619.867918 = -1714703.277907
  nChanged 41
		SP:Iteration 146Q (29148.440000 sec): 3 clusters
  Score: Raw -1719332.135455 + Penalty 4619.867918 = -1714712.267537
  nChanged 41
		SP:Iteration 147Q (29148.700000 sec): 3 clusters
  Score: Raw -1719340.696328 + Penalty 4619.867918 = -1714720.828410
  nChanged 36
		SP:Iteration 148Q (29148.940000 sec): 3 clusters
  Score: Raw -1719347.602494 + Penalty 4619.867918 = -1714727.734576
  nChanged 30
		SP:Iteration 149Q (29149.130000 sec): 3 clusters
  Score: Raw -1719353.222090 + Penalty 4619.867918 = -1714733.354172
  nChanged 28
		SP:Iteration 150Q (29149.330000 sec): 3 clusters
  Score: Raw -1719358.490364 + Penalty 4619.867918 = -1714738.622445
  nChanged 30
		SP:Iteration 151Q (29149.550000 sec): 3 clusters
  Score: Raw -1719364.733004 + Penalty 4619.867918 = -1714744.865085
  nChanged 35
		SP:Iteration 152Q (29149.790000 sec): 3 clusters
  Score: Raw -1719371.221630 + Penalty 4619.867918 = -1714751.353711
  nChanged 27
		SP:Iteration 153Q (29150.020000 sec): 3 clusters
  Score: Raw -1719376.234193 + Penalty 4619.867918 = -1714756.366275
  nChanged 27
		SP:Iteration 154Q (29150.230000 sec): 3 clusters
  Score: Raw -1719381.033115 + Penalty 4619.867918 = -1714761.165196
  nChanged 28
		SP:Iteration 155Q (29150.490000 sec): 3 clusters
  Score: Raw -1719386.015373 + Penalty 4619.867918 = -1714766.147454
  nChanged 26
		SP:Iteration 156Q (29150.660000 sec): 3 clusters
  Score: Raw -1719391.112407 + Penalty 4619.867918 = -1714771.244489
  nChanged 26
		SP:Iteration 157Q (29150.890000 sec): 3 clusters
  Score: Raw -1719395.948346 + Penalty 4619.867918 = -1714776.080428
  nChanged 25
		SP:Iteration 158Q (29151.130000 sec): 3 clusters
  Score: Raw -1719400.790208 + Penalty 4619.867918 = -1714780.922289
  nChanged 29
		SP:Iteration 159Q (29151.370000 sec): 3 clusters
  Score: Raw -1719406.205525 + Penalty 4619.867918 = -1714786.337606
  nChanged 27
		SP:Iteration 160F (29151.560000 sec): 3 clusters
  Score: Raw -1719411.180241 + Penalty 4619.867918 = -1714791.312322
  nChanged 21
		SP:Iteration 161Q (29151.790000 sec): 3 clusters
  Score: Raw -1719415.129636 + Penalty 4619.867918 = -1714795.261718
  nChanged 20
		SP:Iteration 162Q (29152.060000 sec): 3 clusters
  Score: Raw -1719418.517170 + Penalty 4619.867918 = -1714798.649251
  nChanged 13
		SP:Iteration 163Q (29152.250000 sec): 3 clusters
  Score: Raw -1719420.469573 + Penalty 4619.867918 = -1714800.601655
  nChanged 10
		SP:Iteration 164Q (29152.470000 sec): 3 clusters
  Score: Raw -1719422.328345 + Penalty 4619.867918 = -1714802.460426
  nChanged 11
		SP:Iteration 165Q (29152.680000 sec): 3 clusters
  Score: Raw -1719424.445245 + Penalty 4619.867918 = -1714804.577326
  nChanged 12
		SP:Iteration 166Q (29152.930000 sec): 3 clusters
  Score: Raw -1719426.599251 + Penalty 4619.867918 = -1714806.731332
  nChanged 16
		SP:Iteration 167Q (29153.180000 sec): 3 clusters
  Score: Raw -1719429.497409 + Penalty 4619.867918 = -1714809.629491
  nChanged 18
		SP:Iteration 168Q (29153.410000 sec): 3 clusters
  Score: Raw -1719432.357632 + Penalty 4619.867918 = -1714812.489714
  nChanged 15
		SP:Iteration 169Q (29153.630000 sec): 3 clusters
  Score: Raw -1719434.715373 + Penalty 4619.867918 = -1714814.847454
  nChanged 15
		SP:Iteration 170Q (29153.850000 sec): 3 clusters
  Score: Raw -1719437.121211 + Penalty 4619.867918 = -1714817.253293
  nChanged 13
		SP:Iteration 171Q (29154.000000 sec): 3 clusters
  Score: Raw -1719439.488254 + Penalty 4619.867918 = -1714819.620335
  nChanged 16
		SP:Iteration 172Q (29154.170000 sec): 3 clusters
  Score: Raw -1719442.379255 + Penalty 4619.867918 = -1714822.511337
  nChanged 13
		SP:Iteration 173Q (29154.360000 sec): 3 clusters
  Score: Raw -1719444.645334 + Penalty 4619.867918 = -1714824.777416
  nChanged 17
		SP:Iteration 174Q (29154.570000 sec): 3 clusters
  Score: Raw -1719447.788180 + Penalty 4619.867918 = -1714827.920261
  nChanged 20
		SP:Iteration 175Q (29154.780000 sec): 3 clusters
  Score: Raw -1719450.845066 + Penalty 4619.867918 = -1714830.977148
  nChanged 17
		SP:Iteration 176Q (29155.000000 sec): 3 clusters
  Score: Raw -1719453.300359 + Penalty 4619.867918 = -1714833.432440
  nChanged 16
		SP:Iteration 177Q (29155.220000 sec): 3 clusters
  Score: Raw -1719455.513722 + Penalty 4619.867918 = -1714835.645804
  nChanged 10
		SP:Iteration 178Q (29155.440000 sec): 3 clusters
  Score: Raw -1719457.000710 + Penalty 4619.867918 = -1714837.132792
  nChanged 7
		SP:Iteration 179Q (29155.700000 sec): 3 clusters
  Score: Raw -1719457.882706 + Penalty 4619.867918 = -1714838.014787
  nChanged 6
		SP:Iteration 180F (29155.970000 sec): 3 clusters
  Score: Raw -1719458.975122 + Penalty 4619.867918 = -1714839.107204
  nChanged 7
		SP:Iteration 181Q (29156.160000 sec): 3 clusters
  Score: Raw -1719460.187979 + Penalty 4619.867918 = -1714840.320060
  nChanged 4
		SP:Iteration 182Q (29156.400000 sec): 3 clusters
  Score: Raw -1719460.787209 + Penalty 4619.867918 = -1714840.919291
  nChanged 2
		SP:Iteration 183Q (29156.650000 sec): 3 clusters
  Score: Raw -1719461.109259 + Penalty 4619.867918 = -1714841.241341
  nChanged 3
		SP:Iteration 184Q (29156.900000 sec): 3 clusters
  Score: Raw -1719461.550505 + Penalty 4619.867918 = -1714841.682587
  nChanged 1
		SP:Iteration 185Q (29157.080000 sec): 3 clusters
  Score: Raw -1719461.733745 + Penalty 4619.867918 = -1714841.865826
  nChanged 0
		SP:Iteration 186F (29157.290000 sec): 3 clusters
  Score: Raw -1719461.733745 + Penalty 4619.867918 = -1714841.865826
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (69070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29157.710000 sec): 2 clusters
  Score: Raw -11173317.165567 + Penalty 2763.433189 = -11170553.732378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29158.360000 sec): 3 clusters
  Score: Raw -11129761.913016 + Penalty 5526.866378 = -11124235.046638
  nChanged 32357
		SP:Iteration 1F (29159.070000 sec): 3 clusters
  Score: Raw -11147784.398753 + Penalty 5526.866378 = -11142257.532375
  nChanged 2437
		SP:Iteration 2Q (29159.820000 sec): 3 clusters
  Score: Raw -11148390.443800 + Penalty 5526.866378 = -11142863.577422
  nChanged 2492
		SP:Iteration 3Q (29160.580000 sec): 3 clusters
  Score: Raw -11149072.541824 + Penalty 5526.866378 = -11143545.675446
  nChanged 2591
		SP:Iteration 4Q (29161.310000 sec): 3 clusters
  Score: Raw -11149929.846970 + Penalty 5526.866378 = -11144402.980592
  nChanged 2929
		SP:Iteration 5Q (29162.010000 sec): 3 clusters
  Score: Raw -11151078.501002 + Penalty 5526.866378 = -11145551.634624
  nChanged 3415
		SP:Iteration 6Q (29162.750000 sec): 3 clusters
  Score: Raw -11152785.002131 + Penalty 5526.866378 = -11147258.135753
  nChanged 4047
		SP:Iteration 7F (29163.360000 sec): 3 clusters
  Score: Raw -11155350.728066 + Penalty 5526.866378 = -11149823.861688
  nChanged 4463
		SP:Iteration 8F (29164.020000 sec): 3 clusters
  Score: Raw -11158864.670740 + Penalty 5526.866378 = -11153337.804362
  nChanged 4432
		SP:Iteration 9F (29164.680000 sec): 3 clusters
  Score: Raw -11162837.543223 + Penalty 5526.866378 = -11157310.676845
  nChanged 3658
		SP:Iteration 10F (29165.340000 sec): 3 clusters
  Score: Raw -11166306.763863 + Penalty 5526.866378 = -11160779.897485
  nChanged 2621
		SP:Iteration 11Q (29166.020000 sec): 3 clusters
  Score: Raw -11168583.865140 + Penalty 5526.866378 = -11163056.998762
  nChanged 1728
		SP:Iteration 12Q (29166.670000 sec): 3 clusters
  Score: Raw -11169849.438029 + Penalty 5526.866378 = -11164322.571651
  nChanged 1208
		SP:Iteration 13Q (29167.340000 sec): 3 clusters
  Score: Raw -11170631.021956 + Penalty 5526.866378 = -11165104.155578
  nChanged 944
		SP:Iteration 14Q (29167.940000 sec): 3 clusters
  Score: Raw -11171213.369727 + Penalty 5526.866378 = -11165686.503349
  nChanged 772
		SP:Iteration 15Q (29168.620000 sec): 3 clusters
  Score: Raw -11171668.615286 + Penalty 5526.866378 = -11166141.748908
  nChanged 616
		SP:Iteration 16Q (29169.340000 sec): 3 clusters
  Score: Raw -11172036.593050 + Penalty 5526.866378 = -11166509.726672
  nChanged 536
		SP:Iteration 17Q (29169.990000 sec): 3 clusters
  Score: Raw -11172359.869291 + Penalty 5526.866378 = -11166833.002913
  nChanged 432
		SP:Iteration 18Q (29170.640000 sec): 3 clusters
  Score: Raw -11172617.542897 + Penalty 5526.866378 = -11167090.676519
  nChanged 399
		SP:Iteration 19Q (29171.230000 sec): 3 clusters
  Score: Raw -11172857.334827 + Penalty 5526.866378 = -11167330.468449
  nChanged 305
		SP:Iteration 20F (29171.840000 sec): 3 clusters
  Score: Raw -11173042.766182 + Penalty 5526.866378 = -11167515.899804
  nChanged 240
		SP:Iteration 21Q (29172.470000 sec): 3 clusters
  Score: Raw -11173187.600319 + Penalty 5526.866378 = -11167660.733941
  nChanged 205
		SP:Iteration 22Q (29173.080000 sec): 3 clusters
  Score: Raw -11173315.192784 + Penalty 5526.866378 = -11167788.326406
  nChanged 142
		SP:Iteration 23Q (29173.730000 sec): 3 clusters
  Score: Raw -11173404.387849 + Penalty 5526.866378 = -11167877.521471
  nChanged 101
		SP:Iteration 24Q (29174.400000 sec): 3 clusters
  Score: Raw -11173466.895352 + Penalty 5526.866378 = -11167940.028974
  nChanged 80
		SP:Iteration 25Q (29174.910000 sec): 3 clusters
  Score: Raw -11173516.730601 + Penalty 5526.866378 = -11167989.864223
  nChanged 72
		SP:Iteration 26Q (29175.470000 sec): 3 clusters
  Score: Raw -11173563.376942 + Penalty 5526.866378 = -11168036.510564
  nChanged 62
		SP:Iteration 27Q (29176.040000 sec): 3 clusters
  Score: Raw -11173603.406369 + Penalty 5526.866378 = -11168076.539991
  nChanged 45
		SP:Iteration 28Q (29176.660000 sec): 3 clusters
  Score: Raw -11173631.137569 + Penalty 5526.866378 = -11168104.271191
  nChanged 41
		SP:Iteration 29Q (29177.260000 sec): 3 clusters
  Score: Raw -11173656.268496 + Penalty 5526.866378 = -11168129.402118
  nChanged 34
		SP:Iteration 30Q (29177.880000 sec): 3 clusters
  Score: Raw -11173675.054975 + Penalty 5526.866378 = -11168148.188597
  nChanged 19
		SP:Iteration 31Q (29178.560000 sec): 3 clusters
  Score: Raw -11173687.228648 + Penalty 5526.866378 = -11168160.362270
  nChanged 16
		SP:Iteration 32Q (29179.250000 sec): 3 clusters
  Score: Raw -11173696.801367 + Penalty 5526.866378 = -11168169.934989
  nChanged 13
		SP:Iteration 33Q (29179.860000 sec): 3 clusters
  Score: Raw -11173703.960485 + Penalty 5526.866378 = -11168177.094107
  nChanged 10
		SP:Iteration 34Q (29180.540000 sec): 3 clusters
  Score: Raw -11173710.074502 + Penalty 5526.866378 = -11168183.208124
  nChanged 14
		SP:Iteration 35Q (29181.200000 sec): 3 clusters
  Score: Raw -11173717.646673 + Penalty 5526.866378 = -11168190.780295
  nChanged 10
		SP:Iteration 36Q (29181.780000 sec): 3 clusters
  Score: Raw -11173723.194993 + Penalty 5526.866378 = -11168196.328615
  nChanged 8
		SP:Iteration 37Q (29182.370000 sec): 3 clusters
  Score: Raw -11173726.919162 + Penalty 5526.866378 = -11168200.052784
  nChanged 4
		SP:Iteration 38Q (29183.030000 sec): 3 clusters
  Score: Raw -11173729.432834 + Penalty 5526.866378 = -11168202.566456
  nChanged 6
		SP:Iteration 39Q (29183.700000 sec): 3 clusters
  Score: Raw -11173732.619745 + Penalty 5526.866378 = -11168205.753367
  nChanged 5
		SP:Iteration 40F (29184.270000 sec): 3 clusters
  Score: Raw -11173735.014630 + Penalty 5526.866378 = -11168208.148252
  nChanged 4
		SP:Iteration 41Q (29184.880000 sec): 3 clusters
  Score: Raw -11173737.285767 + Penalty 5526.866378 = -11168210.419389
  nChanged 6
		SP:Iteration 42Q (29185.550000 sec): 3 clusters
  Score: Raw -11173742.153342 + Penalty 5526.866378 = -11168215.286964
  nChanged 3
		SP:Iteration 43Q (29186.260000 sec): 3 clusters
  Score: Raw -11173744.226020 + Penalty 5526.866378 = -11168217.359642
  nChanged 3
		SP:Iteration 44Q (29186.960000 sec): 3 clusters
  Score: Raw -11173746.867001 + Penalty 5526.866378 = -11168220.000623
  nChanged 6
		SP:Iteration 45Q (29187.610000 sec): 3 clusters
  Score: Raw -11173750.095110 + Penalty 5526.866378 = -11168223.228732
  nChanged 5
		SP:Iteration 46Q (29188.200000 sec): 3 clusters
  Score: Raw -11173753.105726 + Penalty 5526.866378 = -11168226.239348
  nChanged 5
		SP:Iteration 47Q (29188.850000 sec): 3 clusters
  Score: Raw -11173757.073184 + Penalty 5526.866378 = -11168230.206806
  nChanged 4
		SP:Iteration 48Q (29189.570000 sec): 3 clusters
  Score: Raw -11173758.643637 + Penalty 5526.866378 = -11168231.777259
  nChanged 0
		SP:Iteration 49F (29190.200000 sec): 3 clusters
  Score: Raw -11173758.643637 + Penalty 5526.866378 = -11168231.777259
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (27453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29190.420000 sec): 2 clusters
  Score: Raw -4119295.293590 + Penalty 2534.617221 = -4116760.676369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29190.720000 sec): 3 clusters
  Score: Raw -4102923.443314 + Penalty 5069.234442 = -4097854.208872
  nChanged 12354
		SP:Iteration 1F (29191.130000 sec): 3 clusters
  Score: Raw -4109787.492126 + Penalty 5069.234442 = -4104718.257684
  nChanged 1426
		SP:Iteration 2F (29191.410000 sec): 3 clusters
  Score: Raw -4110348.402696 + Penalty 5069.234442 = -4105279.168254
  nChanged 1327
		SP:Iteration 3Q (29191.760000 sec): 3 clusters
  Score: Raw -4110905.371963 + Penalty 5069.234442 = -4105836.137521
  nChanged 1317
		SP:Iteration 4Q (29192.140000 sec): 3 clusters
  Score: Raw -4111510.560134 + Penalty 5069.234442 = -4106441.325692
  nChanged 1355
		SP:Iteration 5Q (29192.500000 sec): 3 clusters
  Score: Raw -4112200.575616 + Penalty 5069.234442 = -4107131.341173
  nChanged 1457
		SP:Iteration 6F (29192.860000 sec): 3 clusters
  Score: Raw -4112995.687051 + Penalty 5069.234442 = -4107926.452609
  nChanged 1464
		SP:Iteration 7F (29193.200000 sec): 3 clusters
  Score: Raw -4113895.915717 + Penalty 5069.234442 = -4108826.681275
  nChanged 1529
		SP:Iteration 8F (29193.580000 sec): 3 clusters
  Score: Raw -4114890.685836 + Penalty 5069.234442 = -4109821.451394
  nChanged 1424
		SP:Iteration 9F (29193.930000 sec): 3 clusters
  Score: Raw -4115859.255997 + Penalty 5069.234442 = -4110790.021555
  nChanged 1269
		SP:Iteration 10Q (29194.310000 sec): 3 clusters
  Score: Raw -4116754.475562 + Penalty 5069.234442 = -4111685.241120
  nChanged 1087
		SP:Iteration 11Q (29194.650000 sec): 3 clusters
  Score: Raw -4117473.161808 + Penalty 5069.234442 = -4112403.927366
  nChanged 905
		SP:Iteration 12Q (29195.000000 sec): 3 clusters
  Score: Raw -4118090.411827 + Penalty 5069.234442 = -4113021.177384
  nChanged 761
		SP:Iteration 13Q (29195.380000 sec): 3 clusters
  Score: Raw -4118568.081201 + Penalty 5069.234442 = -4113498.846759
  nChanged 574
		SP:Iteration 14Q (29195.640000 sec): 3 clusters
  Score: Raw -4118897.078976 + Penalty 5069.234442 = -4113827.844533
  nChanged 479
		SP:Iteration 15Q (29195.990000 sec): 3 clusters
  Score: Raw -4119163.853421 + Penalty 5069.234442 = -4114094.618979
  nChanged 400
		SP:Iteration 16Q (29196.320000 sec): 3 clusters
  Score: Raw -4119387.561192 + Penalty 5069.234442 = -4114318.326750
  nChanged 324
		SP:Iteration 17Q (29196.640000 sec): 3 clusters
  Score: Raw -4119560.153737 + Penalty 5069.234442 = -4114490.919295
  nChanged 270
		SP:Iteration 18Q (29196.990000 sec): 3 clusters
  Score: Raw -4119707.306724 + Penalty 5069.234442 = -4114638.072281
  nChanged 222
		SP:Iteration 19Q (29197.280000 sec): 3 clusters
  Score: Raw -4119833.140007 + Penalty 5069.234442 = -4114763.905564
  nChanged 176
		SP:Iteration 20F (29197.650000 sec): 3 clusters
  Score: Raw -4119935.261436 + Penalty 5069.234442 = -4114866.026993
  nChanged 122
		SP:Iteration 21Q (29197.960000 sec): 3 clusters
  Score: Raw -4119999.189966 + Penalty 5069.234442 = -4114929.955524
  nChanged 99
		SP:Iteration 22Q (29198.310000 sec): 3 clusters
  Score: Raw -4120054.104458 + Penalty 5069.234442 = -4114984.870015
  nChanged 77
		SP:Iteration 23Q (29198.610000 sec): 3 clusters
  Score: Raw -4120094.897963 + Penalty 5069.234442 = -4115025.663521
  nChanged 50
		SP:Iteration 24Q (29198.890000 sec): 3 clusters
  Score: Raw -4120113.183122 + Penalty 5069.234442 = -4115043.948679
  nChanged 25
		SP:Iteration 25Q (29199.270000 sec): 3 clusters
  Score: Raw -4120124.623104 + Penalty 5069.234442 = -4115055.388661
  nChanged 16
		SP:Iteration 26Q (29199.550000 sec): 3 clusters
  Score: Raw -4120131.363534 + Penalty 5069.234442 = -4115062.129092
  nChanged 16
		SP:Iteration 27Q (29199.870000 sec): 3 clusters
  Score: Raw -4120138.256553 + Penalty 5069.234442 = -4115069.022111
  nChanged 13
		SP:Iteration 28Q (29200.230000 sec): 3 clusters
  Score: Raw -4120145.773333 + Penalty 5069.234442 = -4115076.538891
  nChanged 16
		SP:Iteration 29Q (29200.520000 sec): 3 clusters
  Score: Raw -4120152.582715 + Penalty 5069.234442 = -4115083.348272
  nChanged 7
		SP:Iteration 30Q (29200.840000 sec): 3 clusters
  Score: Raw -4120154.554548 + Penalty 5069.234442 = -4115085.320106
  nChanged 4
		SP:Iteration 31Q (29201.160000 sec): 3 clusters
  Score: Raw -4120156.131876 + Penalty 5069.234442 = -4115086.897434
  nChanged 3
		SP:Iteration 32Q (29201.480000 sec): 3 clusters
  Score: Raw -4120156.932214 + Penalty 5069.234442 = -4115087.697772
  nChanged 4
		SP:Iteration 33Q (29201.750000 sec): 3 clusters
  Score: Raw -4120158.924662 + Penalty 5069.234442 = -4115089.690219
  nChanged 8
		SP:Iteration 34Q (29202.090000 sec): 3 clusters
  Score: Raw -4120162.567313 + Penalty 5069.234442 = -4115093.332870
  nChanged 11
		SP:Iteration 35Q (29202.340000 sec): 3 clusters
  Score: Raw -4120167.105804 + Penalty 5069.234442 = -4115097.871362
  nChanged 13
		SP:Iteration 36Q (29202.680000 sec): 3 clusters
  Score: Raw -4120173.377518 + Penalty 5069.234442 = -4115104.143076
  nChanged 14
		SP:Iteration 37Q (29202.950000 sec): 3 clusters
  Score: Raw -4120181.017650 + Penalty 5069.234442 = -4115111.783208
  nChanged 15
		SP:Iteration 38Q (29203.280000 sec): 3 clusters
  Score: Raw -4120187.089343 + Penalty 5069.234442 = -4115117.854900
  nChanged 7
		SP:Iteration 39Q (29203.590000 sec): 3 clusters
  Score: Raw -4120189.980873 + Penalty 5069.234442 = -4115120.746431
  nChanged 5
		SP:Iteration 40F (29203.900000 sec): 3 clusters
  Score: Raw -4120191.556671 + Penalty 5069.234442 = -4115122.322228
  nChanged 3
		SP:Iteration 41Q (29204.250000 sec): 3 clusters
  Score: Raw -4120192.569745 + Penalty 5069.234442 = -4115123.335303
  nChanged 2
		SP:Iteration 42Q (29204.530000 sec): 3 clusters
  Score: Raw -4120193.067554 + Penalty 5069.234442 = -4115123.833112
  nChanged 4
		SP:Iteration 43Q (29204.820000 sec): 3 clusters
  Score: Raw -4120194.129789 + Penalty 5069.234442 = -4115124.895347
  nChanged 3
		SP:Iteration 44Q (29205.130000 sec): 3 clusters
  Score: Raw -4120194.903128 + Penalty 5069.234442 = -4115125.668686
  nChanged 3
		SP:Iteration 45Q (29205.420000 sec): 3 clusters
  Score: Raw -4120196.170746 + Penalty 5069.234442 = -4115126.936304
  nChanged 3
		SP:Iteration 46Q (29205.760000 sec): 3 clusters
  Score: Raw -4120197.161859 + Penalty 5069.234442 = -4115127.927417
  nChanged 2
		SP:Iteration 47Q (29206.100000 sec): 3 clusters
  Score: Raw -4120197.935080 + Penalty 5069.234442 = -4115128.700638
  nChanged 2
		SP:Iteration 48Q (29206.380000 sec): 3 clusters
  Score: Raw -4120198.867098 + Penalty 5069.234442 = -4115129.632656
  nChanged 1
		SP:Iteration 49Q (29206.660000 sec): 3 clusters
  Score: Raw -4120198.967305 + Penalty 5069.234442 = -4115129.732863
  nChanged 0
		SP:Iteration 50F (29207.050000 sec): 3 clusters
  Score: Raw -4120198.967305 + Penalty 5069.234442 = -4115129.732863
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (7488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29207.120000 sec): 2 clusters
  Score: Raw -1140750.181541 + Penalty 2212.422141 = -1138537.759400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29207.270000 sec): 3 clusters
  Score: Raw -1136908.040081 + Penalty 4424.844281 = -1132483.195800
  nChanged 3020
		SP:Iteration 1F (29207.450000 sec): 3 clusters
  Score: Raw -1138536.940859 + Penalty 4424.844281 = -1134112.096578
  nChanged 543
		SP:Iteration 2F (29207.670000 sec): 3 clusters
  Score: Raw -1138830.924324 + Penalty 4424.844281 = -1134406.080043
  nChanged 401
		SP:Iteration 3F (29207.880000 sec): 3 clusters
  Score: Raw -1139026.576996 + Penalty 4424.844281 = -1134601.732715
  nChanged 312
		SP:Iteration 4Q (29208.090000 sec): 3 clusters
  Score: Raw -1139168.771478 + Penalty 4424.844281 = -1134743.927197
  nChanged 227
		SP:Iteration 5Q (29208.220000 sec): 3 clusters
  Score: Raw -1139272.162224 + Penalty 4424.844281 = -1134847.317943
  nChanged 229
		SP:Iteration 6Q (29208.430000 sec): 3 clusters
  Score: Raw -1139385.951134 + Penalty 4424.844281 = -1134961.106853
  nChanged 218
		SP:Iteration 7Q (29208.640000 sec): 3 clusters
  Score: Raw -1139485.602005 + Penalty 4424.844281 = -1135060.757724
  nChanged 203
		SP:Iteration 8Q (29208.760000 sec): 3 clusters
  Score: Raw -1139571.113800 + Penalty 4424.844281 = -1135146.269519
  nChanged 190
		SP:Iteration 9Q (29208.980000 sec): 3 clusters
  Score: Raw -1139649.894443 + Penalty 4424.844281 = -1135225.050162
  nChanged 182
		SP:Iteration 10Q (29209.100000 sec): 3 clusters
  Score: Raw -1139726.100016 + Penalty 4424.844281 = -1135301.255735
  nChanged 168
		SP:Iteration 11Q (29209.250000 sec): 3 clusters
  Score: Raw -1139801.328710 + Penalty 4424.844281 = -1135376.484429
  nChanged 160
		SP:Iteration 12Q (29209.440000 sec): 3 clusters
  Score: Raw -1139867.103483 + Penalty 4424.844281 = -1135442.259202
  nChanged 153
		SP:Iteration 13Q (29209.610000 sec): 3 clusters
  Score: Raw -1139929.858206 + Penalty 4424.844281 = -1135505.013925
  nChanged 161
		SP:Iteration 14Q (29209.830000 sec): 3 clusters
  Score: Raw -1140000.118635 + Penalty 4424.844281 = -1135575.274354
  nChanged 167
		SP:Iteration 15Q (29209.950000 sec): 3 clusters
  Score: Raw -1140068.088400 + Penalty 4424.844281 = -1135643.244119
  nChanged 167
		SP:Iteration 16Q (29210.150000 sec): 3 clusters
  Score: Raw -1140147.061811 + Penalty 4424.844281 = -1135722.217530
  nChanged 190
		SP:Iteration 17Q (29210.270000 sec): 3 clusters
  Score: Raw -1140248.786153 + Penalty 4424.844281 = -1135823.941872
  nChanged 202
		SP:Iteration 18Q (29210.460000 sec): 3 clusters
  Score: Raw -1140346.704624 + Penalty 4424.844281 = -1135921.860343
  nChanged 173
		SP:Iteration 19Q (29210.670000 sec): 3 clusters
  Score: Raw -1140433.207045 + Penalty 4424.844281 = -1136008.362764
  nChanged 149
		SP:Iteration 20F (29210.860000 sec): 3 clusters
  Score: Raw -1140516.552132 + Penalty 4424.844281 = -1136091.707851
  nChanged 160
		SP:Iteration 21Q (29211.060000 sec): 3 clusters
  Score: Raw -1140608.257028 + Penalty 4424.844281 = -1136183.412747
  nChanged 161
		SP:Iteration 22Q (29211.240000 sec): 3 clusters
  Score: Raw -1140700.719202 + Penalty 4424.844281 = -1136275.874921
  nChanged 155
		SP:Iteration 23Q (29211.440000 sec): 3 clusters
  Score: Raw -1140779.822100 + Penalty 4424.844281 = -1136354.977819
  nChanged 124
		SP:Iteration 24Q (29211.660000 sec): 3 clusters
  Score: Raw -1140849.258654 + Penalty 4424.844281 = -1136424.414373
  nChanged 107
		SP:Iteration 25Q (29211.860000 sec): 3 clusters
  Score: Raw -1140904.016676 + Penalty 4424.844281 = -1136479.172395
  nChanged 107
		SP:Iteration 26Q (29212.020000 sec): 3 clusters
  Score: Raw -1140957.922434 + Penalty 4424.844281 = -1136533.078153
  nChanged 97
		SP:Iteration 27Q (29212.170000 sec): 3 clusters
  Score: Raw -1141009.519802 + Penalty 4424.844281 = -1136584.675521
  nChanged 73
		SP:Iteration 28Q (29212.380000 sec): 3 clusters
  Score: Raw -1141053.752844 + Penalty 4424.844281 = -1136628.908563
  nChanged 63
		SP:Iteration 29Q (29212.610000 sec): 3 clusters
  Score: Raw -1141084.342953 + Penalty 4424.844281 = -1136659.498672
  nChanged 49
		SP:Iteration 30Q (29212.790000 sec): 3 clusters
  Score: Raw -1141108.984388 + Penalty 4424.844281 = -1136684.140107
  nChanged 49
		SP:Iteration 31Q (29212.930000 sec): 3 clusters
  Score: Raw -1141131.921847 + Penalty 4424.844281 = -1136707.077566
  nChanged 38
		SP:Iteration 32Q (29213.080000 sec): 3 clusters
  Score: Raw -1141151.108809 + Penalty 4424.844281 = -1136726.264528
  nChanged 37
		SP:Iteration 33Q (29213.280000 sec): 3 clusters
  Score: Raw -1141169.506208 + Penalty 4424.844281 = -1136744.661927
  nChanged 30
		SP:Iteration 34Q (29213.430000 sec): 3 clusters
  Score: Raw -1141186.731842 + Penalty 4424.844281 = -1136761.887561
  nChanged 24
		SP:Iteration 35Q (29213.640000 sec): 3 clusters
  Score: Raw -1141199.760139 + Penalty 4424.844281 = -1136774.915858
  nChanged 25
		SP:Iteration 36Q (29213.820000 sec): 3 clusters
  Score: Raw -1141213.178801 + Penalty 4424.844281 = -1136788.334520
  nChanged 24
		SP:Iteration 37Q (29213.980000 sec): 3 clusters
  Score: Raw -1141227.307178 + Penalty 4424.844281 = -1136802.462897
  nChanged 20
		SP:Iteration 38Q (29214.140000 sec): 3 clusters
  Score: Raw -1141237.064563 + Penalty 4424.844281 = -1136812.220282
  nChanged 14
		SP:Iteration 39Q (29214.350000 sec): 3 clusters
  Score: Raw -1141243.738128 + Penalty 4424.844281 = -1136818.893847
  nChanged 13
		SP:Iteration 40F (29214.570000 sec): 3 clusters
  Score: Raw -1141250.341897 + Penalty 4424.844281 = -1136825.497616
  nChanged 12
		SP:Iteration 41Q (29214.700000 sec): 3 clusters
  Score: Raw -1141256.825824 + Penalty 4424.844281 = -1136831.981543
  nChanged 8
		SP:Iteration 42Q (29214.840000 sec): 3 clusters
  Score: Raw -1141262.583917 + Penalty 4424.844281 = -1136837.739636
  nChanged 9
		SP:Iteration 43Q (29214.980000 sec): 3 clusters
  Score: Raw -1141266.976015 + Penalty 4424.844281 = -1136842.131734
  nChanged 6
		SP:Iteration 44Q (29215.190000 sec): 3 clusters
  Score: Raw -1141269.310520 + Penalty 4424.844281 = -1136844.466239
  nChanged 5
		SP:Iteration 45Q (29215.370000 sec): 3 clusters
  Score: Raw -1141270.670256 + Penalty 4424.844281 = -1136845.825975
  nChanged 4
		SP:Iteration 46Q (29215.570000 sec): 3 clusters
  Score: Raw -1141272.115471 + Penalty 4424.844281 = -1136847.271190
  nChanged 4
		SP:Iteration 47Q (29215.760000 sec): 3 clusters
  Score: Raw -1141275.590726 + Penalty 4424.844281 = -1136850.746445
  nChanged 5
		SP:Iteration 48Q (29215.930000 sec): 3 clusters
  Score: Raw -1141277.730122 + Penalty 4424.844281 = -1136852.885841
  nChanged 3
		SP:Iteration 49Q (29216.090000 sec): 3 clusters
  Score: Raw -1141280.056336 + Penalty 4424.844281 = -1136855.212055
  nChanged 2
		SP:Iteration 50Q (29216.300000 sec): 3 clusters
  Score: Raw -1141281.025392 + Penalty 4424.844281 = -1136856.181111
  nChanged 0
		SP:Iteration 51F (29216.480000 sec): 3 clusters
  Score: Raw -1141281.025392 + Penalty 4424.844281 = -1136856.181111
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (2465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29216.560000 sec): 2 clusters
  Score: Raw -370860.832349 + Penalty 1936.866877 = -368923.965471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29216.680000 sec): 3 clusters
  Score: Raw -369887.403232 + Penalty 3873.733755 = -366013.669477
  nChanged 831
		SP:Iteration 1F (29216.860000 sec): 3 clusters
  Score: Raw -370504.055843 + Penalty 3873.733755 = -366630.322088
  nChanged 223
		SP:Iteration 2F (29216.950000 sec): 3 clusters
  Score: Raw -370731.443543 + Penalty 3873.733755 = -366857.709788
  nChanged 148
		SP:Iteration 3F (29217.100000 sec): 3 clusters
  Score: Raw -370883.269324 + Penalty 3873.733755 = -367009.535569
  nChanged 133
		SP:Iteration 4F (29217.240000 sec): 3 clusters
  Score: Raw -371025.584072 + Penalty 3873.733755 = -367151.850318
  nChanged 117
		SP:Iteration 5Q (29217.380000 sec): 3 clusters
  Score: Raw -371138.254432 + Penalty 3873.733755 = -367264.520677
  nChanged 94
		SP:Iteration 6Q (29217.500000 sec): 3 clusters
  Score: Raw -371234.192044 + Penalty 3873.733755 = -367360.458289
  nChanged 80
		SP:Iteration 7Q (29217.620000 sec): 3 clusters
  Score: Raw -371323.007621 + Penalty 3873.733755 = -367449.273866
  nChanged 69
		SP:Iteration 8Q (29217.720000 sec): 3 clusters
  Score: Raw -371386.696813 + Penalty 3873.733755 = -367512.963058
  nChanged 48
		SP:Iteration 9Q (29217.850000 sec): 3 clusters
  Score: Raw -371426.865086 + Penalty 3873.733755 = -367553.131331
  nChanged 35
		SP:Iteration 10Q (29217.940000 sec): 3 clusters
  Score: Raw -371452.744289 + Penalty 3873.733755 = -367579.010534
  nChanged 28
		SP:Iteration 11Q (29218.040000 sec): 3 clusters
  Score: Raw -371472.842316 + Penalty 3873.733755 = -367599.108561
  nChanged 28
		SP:Iteration 12Q (29218.140000 sec): 3 clusters
  Score: Raw -371497.022436 + Penalty 3873.733755 = -367623.288681
  nChanged 31
		SP:Iteration 13Q (29218.280000 sec): 3 clusters
  Score: Raw -371520.602534 + Penalty 3873.733755 = -367646.868779
  nChanged 22
		SP:Iteration 14Q (29218.410000 sec): 3 clusters
  Score: Raw -371534.472427 + Penalty 3873.733755 = -367660.738672
  nChanged 14
		SP:Iteration 15Q (29218.560000 sec): 3 clusters
  Score: Raw -371545.860785 + Penalty 3873.733755 = -367672.127030
  nChanged 16
		SP:Iteration 16Q (29218.700000 sec): 3 clusters
  Score: Raw -371556.449163 + Penalty 3873.733755 = -367682.715408
  nChanged 17
		SP:Iteration 17Q (29218.800000 sec): 3 clusters
  Score: Raw -371567.077035 + Penalty 3873.733755 = -367693.343280
  nChanged 13
		SP:Iteration 18Q (29218.960000 sec): 3 clusters
  Score: Raw -371574.614400 + Penalty 3873.733755 = -367700.880645
  nChanged 13
		SP:Iteration 19Q (29219.130000 sec): 3 clusters
  Score: Raw -371583.209105 + Penalty 3873.733755 = -367709.475350
  nChanged 11
		SP:Iteration 20F (29219.260000 sec): 3 clusters
  Score: Raw -371589.342628 + Penalty 3873.733755 = -367715.608873
  nChanged 5
		SP:Iteration 21Q (29219.380000 sec): 3 clusters
  Score: Raw -371591.729723 + Penalty 3873.733755 = -367717.995968
  nChanged 1
		SP:Iteration 22Q (29219.500000 sec): 3 clusters
  Score: Raw -371592.073818 + Penalty 3873.733755 = -367718.340064
  nChanged 2
		SP:Iteration 23Q (29219.640000 sec): 3 clusters
  Score: Raw -371592.965295 + Penalty 3873.733755 = -367719.231540
  nChanged 1
		SP:Iteration 24Q (29219.780000 sec): 3 clusters
  Score: Raw -371593.437358 + Penalty 3873.733755 = -367719.703603
  nChanged 0
		SP:Iteration 25F (29219.900000 sec): 3 clusters
  Score: Raw -371593.437358 + Penalty 3873.733755 = -367719.703603
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (8480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29220.050000 sec): 2 clusters
  Score: Raw -1296866.283044 + Penalty 2243.275501 = -1294623.007543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29220.240000 sec): 3 clusters
  Score: Raw -1292516.338478 + Penalty 4486.551001 = -1288029.787477
  nChanged 3402
		SP:Iteration 1F (29220.430000 sec): 3 clusters
  Score: Raw -1294502.194452 + Penalty 4486.551001 = -1290015.643451
  nChanged 651
		SP:Iteration 2F (29220.650000 sec): 3 clusters
  Score: Raw -1294849.526341 + Penalty 4486.551001 = -1290362.975340
  nChanged 441
		SP:Iteration 3F (29220.790000 sec): 3 clusters
  Score: Raw -1295092.371110 + Penalty 4486.551001 = -1290605.820108
  nChanged 408
		SP:Iteration 4Q (29220.940000 sec): 3 clusters
  Score: Raw -1295303.401835 + Penalty 4486.551001 = -1290816.850833
  nChanged 359
		SP:Iteration 5Q (29221.140000 sec): 3 clusters
  Score: Raw -1295490.993431 + Penalty 4486.551001 = -1291004.442429
  nChanged 318
		SP:Iteration 6Q (29221.290000 sec): 3 clusters
  Score: Raw -1295689.597181 + Penalty 4486.551001 = -1291203.046179
  nChanged 353
		SP:Iteration 7Q (29221.470000 sec): 3 clusters
  Score: Raw -1295902.419962 + Penalty 4486.551001 = -1291415.868961
  nChanged 344
		SP:Iteration 8Q (29221.690000 sec): 3 clusters
  Score: Raw -1296112.726304 + Penalty 4486.551001 = -1291626.175302
  nChanged 322
		SP:Iteration 9Q (29221.860000 sec): 3 clusters
  Score: Raw -1296334.405523 + Penalty 4486.551001 = -1291847.854521
  nChanged 319
		SP:Iteration 10Q (29222.050000 sec): 3 clusters
  Score: Raw -1296581.182051 + Penalty 4486.551001 = -1292094.631050
  nChanged 307
		SP:Iteration 11Q (29222.220000 sec): 3 clusters
  Score: Raw -1296830.249263 + Penalty 4486.551001 = -1292343.698261
  nChanged 291
		SP:Iteration 12Q (29222.440000 sec): 3 clusters
  Score: Raw -1297106.100357 + Penalty 4486.551001 = -1292619.549355
  nChanged 283
		SP:Iteration 13Q (29222.670000 sec): 3 clusters
  Score: Raw -1297457.638353 + Penalty 4486.551001 = -1292971.087351
  nChanged 328
		SP:Iteration 14Q (29222.890000 sec): 3 clusters
  Score: Raw -1297973.437837 + Penalty 4486.551001 = -1293486.886835
  nChanged 358
		SP:Iteration 15Q (29223.030000 sec): 3 clusters
  Score: Raw -1298649.716314 + Penalty 4486.551001 = -1294163.165312
  nChanged 303
		SP:Iteration 16Q (29223.210000 sec): 3 clusters
  Score: Raw -1299108.944762 + Penalty 4486.551001 = -1294622.393761
  nChanged 230
		SP:Iteration 17Q (29223.360000 sec): 3 clusters
  Score: Raw -1299354.327397 + Penalty 4486.551001 = -1294867.776395
  nChanged 171
		SP:Iteration 18Q (29223.560000 sec): 3 clusters
  Score: Raw -1299495.114117 + Penalty 4486.551001 = -1295008.563116
  nChanged 111
		SP:Iteration 19Q (29223.740000 sec): 3 clusters
  Score: Raw -1299556.619527 + Penalty 4486.551001 = -1295070.068526
  nChanged 67
		SP:Iteration 20F (29223.890000 sec): 3 clusters
  Score: Raw -1299582.794022 + Penalty 4486.551001 = -1295096.243021
  nChanged 38
		SP:Iteration 21Q (29224.080000 sec): 3 clusters
  Score: Raw -1299594.409043 + Penalty 4486.551001 = -1295107.858041
  nChanged 28
		SP:Iteration 22Q (29224.260000 sec): 3 clusters
  Score: Raw -1299602.584176 + Penalty 4486.551001 = -1295116.033174
  nChanged 25
		SP:Iteration 23Q (29224.450000 sec): 3 clusters
  Score: Raw -1299609.487820 + Penalty 4486.551001 = -1295122.936819
  nChanged 17
		SP:Iteration 24Q (29224.670000 sec): 3 clusters
  Score: Raw -1299613.390561 + Penalty 4486.551001 = -1295126.839560
  nChanged 9
		SP:Iteration 25Q (29224.920000 sec): 3 clusters
  Score: Raw -1299615.587050 + Penalty 4486.551001 = -1295129.036049
  nChanged 9
		SP:Iteration 26Q (29225.090000 sec): 3 clusters
  Score: Raw -1299618.015533 + Penalty 4486.551001 = -1295131.464531
  nChanged 9
		SP:Iteration 27Q (29225.220000 sec): 3 clusters
  Score: Raw -1299619.358245 + Penalty 4486.551001 = -1295132.807244
  nChanged 5
		SP:Iteration 28Q (29225.380000 sec): 3 clusters
  Score: Raw -1299620.362701 + Penalty 4486.551001 = -1295133.811699
  nChanged 3
		SP:Iteration 29Q (29225.580000 sec): 3 clusters
  Score: Raw -1299620.838000 + Penalty 4486.551001 = -1295134.286998
  nChanged 8
		SP:Iteration 30Q (29225.800000 sec): 3 clusters
  Score: Raw -1299621.715527 + Penalty 4486.551001 = -1295135.164525
  nChanged 4
		SP:Iteration 31Q (29225.960000 sec): 3 clusters
  Score: Raw -1299622.515524 + Penalty 4486.551001 = -1295135.964523
  nChanged 3
		SP:Iteration 32Q (29226.120000 sec): 3 clusters
  Score: Raw -1299623.294139 + Penalty 4486.551001 = -1295136.743137
  nChanged 4
		SP:Iteration 33Q (29226.320000 sec): 3 clusters
  Score: Raw -1299623.824586 + Penalty 4486.551001 = -1295137.273585
  nChanged 2
		SP:Iteration 34Q (29226.460000 sec): 3 clusters
  Score: Raw -1299624.102600 + Penalty 4486.551001 = -1295137.551599
  nChanged 1
		SP:Iteration 35Q (29226.640000 sec): 3 clusters
  Score: Raw -1299624.210343 + Penalty 4486.551001 = -1295137.659342
  nChanged 0
		SP:Iteration 36F (29226.860000 sec): 3 clusters
  Score: Raw -1299624.210343 + Penalty 4486.551001 = -1295137.659342
  nChanged 0

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

 Trying to split cluster 61 (5247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29227.000000 sec): 2 clusters
  Score: Raw -816956.896208 + Penalty 2124.222117 = -814832.674091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29227.200000 sec): 3 clusters
  Score: Raw -814434.156467 + Penalty 4248.444235 = -810185.712233
  nChanged 2008
		SP:Iteration 1F (29227.360000 sec): 3 clusters
  Score: Raw -815597.600893 + Penalty 4248.444235 = -811349.156658
  nChanged 409
		SP:Iteration 2F (29227.540000 sec): 3 clusters
  Score: Raw -815869.698916 + Penalty 4248.444235 = -811621.254681
  nChanged 286
		SP:Iteration 3F (29227.730000 sec): 3 clusters
  Score: Raw -816073.000085 + Penalty 4248.444235 = -811824.555850
  nChanged 249
		SP:Iteration 4Q (29227.920000 sec): 3 clusters
  Score: Raw -816255.131274 + Penalty 4248.444235 = -812006.687039
  nChanged 223
		SP:Iteration 5Q (29228.110000 sec): 3 clusters
  Score: Raw -816423.857331 + Penalty 4248.444235 = -812175.413096
  nChanged 237
		SP:Iteration 6Q (29228.290000 sec): 3 clusters
  Score: Raw -816628.935039 + Penalty 4248.444235 = -812380.490805
  nChanged 249
		SP:Iteration 7Q (29228.470000 sec): 3 clusters
  Score: Raw -816874.848633 + Penalty 4248.444235 = -812626.404398
  nChanged 219
		SP:Iteration 8Q (29228.640000 sec): 3 clusters
  Score: Raw -817097.301787 + Penalty 4248.444235 = -812848.857552
  nChanged 196
		SP:Iteration 9Q (29228.840000 sec): 3 clusters
  Score: Raw -817264.063852 + Penalty 4248.444235 = -813015.619617
  nChanged 150
		SP:Iteration 10Q (29229.040000 sec): 3 clusters
  Score: Raw -817369.693386 + Penalty 4248.444235 = -813121.249151
  nChanged 109
		SP:Iteration 11Q (29229.280000 sec): 3 clusters
  Score: Raw -817438.585174 + Penalty 4248.444235 = -813190.140940
  nChanged 98
		SP:Iteration 12Q (29229.420000 sec): 3 clusters
  Score: Raw -817511.626760 + Penalty 4248.444235 = -813263.182525
  nChanged 94
		SP:Iteration 13Q (29229.600000 sec): 3 clusters
  Score: Raw -817583.698916 + Penalty 4248.444235 = -813335.254681
  nChanged 91
		SP:Iteration 14Q (29229.780000 sec): 3 clusters
  Score: Raw -817665.403427 + Penalty 4248.444235 = -813416.959192
  nChanged 109
		SP:Iteration 15Q (29229.960000 sec): 3 clusters
  Score: Raw -817778.782657 + Penalty 4248.444235 = -813530.338422
  nChanged 120
		SP:Iteration 16Q (29230.140000 sec): 3 clusters
  Score: Raw -817926.920403 + Penalty 4248.444235 = -813678.476168
  nChanged 122
		SP:Iteration 17Q (29230.320000 sec): 3 clusters
  Score: Raw -818147.691839 + Penalty 4248.444235 = -813899.247604
  nChanged 156
		SP:Iteration 18Q (29230.520000 sec): 3 clusters
  Score: Raw -818551.463287 + Penalty 4248.444235 = -814303.019052
  nChanged 183
		SP:Iteration 19Q (29230.700000 sec): 3 clusters
  Score: Raw -819010.831941 + Penalty 4248.444235 = -814762.387706
  nChanged 140
		SP:Iteration 20F (29230.880000 sec): 3 clusters
  Score: Raw -819266.112055 + Penalty 4248.444235 = -815017.667820
  nChanged 80
		SP:Iteration 21Q (29231.020000 sec): 3 clusters
  Score: Raw -819345.638021 + Penalty 4248.444235 = -815097.193786
  nChanged 49
		SP:Iteration 22Q (29231.190000 sec): 3 clusters
  Score: Raw -819371.892145 + Penalty 4248.444235 = -815123.447910
  nChanged 17
		SP:Iteration 23Q (29231.380000 sec): 3 clusters
  Score: Raw -819379.986575 + Penalty 4248.444235 = -815131.542340
  nChanged 13
		SP:Iteration 24Q (29231.540000 sec): 3 clusters
  Score: Raw -819385.168495 + Penalty 4248.444235 = -815136.724260
  nChanged 9
		SP:Iteration 25Q (29231.770000 sec): 3 clusters
  Score: Raw -819388.022896 + Penalty 4248.444235 = -815139.578661
  nChanged 5
		SP:Iteration 26Q (29232.000000 sec): 3 clusters
  Score: Raw -819389.997166 + Penalty 4248.444235 = -815141.552931
  nChanged 1
		SP:Iteration 27Q (29232.100000 sec): 3 clusters
  Score: Raw -819390.254510 + Penalty 4248.444235 = -815141.810275
  nChanged 0
		SP:Iteration 28F (29232.300000 sec): 3 clusters
  Score: Raw -819390.254510 + Penalty 4248.444235 = -815141.810275
  nChanged 0

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

 Trying to split cluster 62 (10141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29232.480000 sec): 2 clusters
  Score: Raw -1566634.523755 + Penalty 2287.636789 = -1564346.886966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29232.660000 sec): 3 clusters
  Score: Raw -1561156.022100 + Penalty 4575.273578 = -1556580.748522
  nChanged 4247
		SP:Iteration 1F (29232.880000 sec): 3 clusters
  Score: Raw -1563596.182385 + Penalty 4575.273578 = -1559020.908807
  nChanged 818
		SP:Iteration 2F (29233.140000 sec): 3 clusters
  Score: Raw -1564226.302224 + Penalty 4575.273578 = -1559651.028646
  nChanged 784
		SP:Iteration 3F (29233.310000 sec): 3 clusters
  Score: Raw -1564859.358940 + Penalty 4575.273578 = -1560284.085362
  nChanged 721
		SP:Iteration 4F (29233.570000 sec): 3 clusters
  Score: Raw -1565536.841093 + Penalty 4575.273578 = -1560961.567515
  nChanged 664
		SP:Iteration 5F (29233.770000 sec): 3 clusters
  Score: Raw -1566208.744663 + Penalty 4575.273578 = -1561633.471085
  nChanged 641
		SP:Iteration 6F (29233.950000 sec): 3 clusters
  Score: Raw -1566821.581407 + Penalty 4575.273578 = -1562246.307829
  nChanged 548
		SP:Iteration 7F (29234.120000 sec): 3 clusters
  Score: Raw -1567247.444142 + Penalty 4575.273578 = -1562672.170564
  nChanged 398
		SP:Iteration 8Q (29234.280000 sec): 3 clusters
  Score: Raw -1567497.784263 + Penalty 4575.273578 = -1562922.510685
  nChanged 280
		SP:Iteration 9Q (29234.500000 sec): 3 clusters
  Score: Raw -1567637.087520 + Penalty 4575.273578 = -1563061.813942
  nChanged 187
		SP:Iteration 10Q (29234.700000 sec): 3 clusters
  Score: Raw -1567713.626115 + Penalty 4575.273578 = -1563138.352536
  nChanged 134
		SP:Iteration 11Q (29234.900000 sec): 3 clusters
  Score: Raw -1567762.081319 + Penalty 4575.273578 = -1563186.807741
  nChanged 98
		SP:Iteration 12Q (29235.150000 sec): 3 clusters
  Score: Raw -1567790.150281 + Penalty 4575.273578 = -1563214.876703
  nChanged 69
		SP:Iteration 13Q (29235.340000 sec): 3 clusters
  Score: Raw -1567806.217974 + Penalty 4575.273578 = -1563230.944395
  nChanged 60
		SP:Iteration 14Q (29235.550000 sec): 3 clusters
  Score: Raw -1567819.748409 + Penalty 4575.273578 = -1563244.474831
  nChanged 43
		SP:Iteration 15Q (29235.730000 sec): 3 clusters
  Score: Raw -1567827.313483 + Penalty 4575.273578 = -1563252.039905
  nChanged 18
		SP:Iteration 16Q (29235.960000 sec): 3 clusters
  Score: Raw -1567830.183040 + Penalty 4575.273578 = -1563254.909462
  nChanged 13
		SP:Iteration 17Q (29236.140000 sec): 3 clusters
  Score: Raw -1567831.908755 + Penalty 4575.273578 = -1563256.635177
  nChanged 10
		SP:Iteration 18Q (29236.300000 sec): 3 clusters
  Score: Raw -1567833.546035 + Penalty 4575.273578 = -1563258.272457
  nChanged 12
		SP:Iteration 19Q (29236.480000 sec): 3 clusters
  Score: Raw -1567835.346841 + Penalty 4575.273578 = -1563260.073263
  nChanged 9
		SP:Iteration 20F (29236.640000 sec): 3 clusters
  Score: Raw -1567836.526226 + Penalty 4575.273578 = -1563261.252648
  nChanged 5
		SP:Iteration 21Q (29236.800000 sec): 3 clusters
  Score: Raw -1567837.212318 + Penalty 4575.273578 = -1563261.938739
  nChanged 4
		SP:Iteration 22Q (29236.990000 sec): 3 clusters
  Score: Raw -1567837.716147 + Penalty 4575.273578 = -1563262.442568
  nChanged 1
		SP:Iteration 23Q (29237.180000 sec): 3 clusters
  Score: Raw -1567837.860168 + Penalty 4575.273578 = -1563262.586590
  nChanged 5
		SP:Iteration 24Q (29237.370000 sec): 3 clusters
  Score: Raw -1567838.458133 + Penalty 4575.273578 = -1563263.184554
  nChanged 4
		SP:Iteration 25Q (29237.540000 sec): 3 clusters
  Score: Raw -1567838.973922 + Penalty 4575.273578 = -1563263.700344
  nChanged 6
		SP:Iteration 26Q (29237.740000 sec): 3 clusters
  Score: Raw -1567839.650568 + Penalty 4575.273578 = -1563264.376990
  nChanged 4
		SP:Iteration 27Q (29237.980000 sec): 3 clusters
  Score: Raw -1567840.012711 + Penalty 4575.273578 = -1563264.739133
  nChanged 2
		SP:Iteration 28Q (29238.100000 sec): 3 clusters
  Score: Raw -1567840.366794 + Penalty 4575.273578 = -1563265.093215
  nChanged 2
		SP:Iteration 29Q (29238.290000 sec): 3 clusters
  Score: Raw -1567840.668182 + Penalty 4575.273578 = -1563265.394604
  nChanged 3
		SP:Iteration 30Q (29238.480000 sec): 3 clusters
  Score: Raw -1567840.963518 + Penalty 4575.273578 = -1563265.689940
  nChanged 1
		SP:Iteration 31Q (29238.630000 sec): 3 clusters
  Score: Raw -1567841.184230 + Penalty 4575.273578 = -1563265.910652
  nChanged 0
		SP:Iteration 32F (29238.870000 sec): 3 clusters
  Score: Raw -1567841.184230 + Penalty 4575.273578 = -1563265.910652
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29238.960000 sec): 2 clusters
  Score: Raw -99382.428648 + Penalty 1619.295872 = -97763.132776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29239.080000 sec): 3 clusters
  Score: Raw -99390.493280 + Penalty 3238.591744 = -96151.901536
  nChanged 162
		SP:Iteration 1F (29239.220000 sec): 3 clusters
  Score: Raw -99673.938809 + Penalty 3238.591744 = -96435.347066
  nChanged 54
		SP:Iteration 2F (29239.340000 sec): 3 clusters
  Score: Raw -99845.505734 + Penalty 3238.591744 = -96606.913991
  nChanged 43
		SP:Iteration 3F (29239.480000 sec): 3 clusters
  Score: Raw -99942.288940 + Penalty 3238.591744 = -96703.697196
  nChanged 30
		SP:Iteration 4Q (29239.610000 sec): 3 clusters
  Score: Raw -100009.938654 + Penalty 3238.591744 = -96771.346910
  nChanged 19
		SP:Iteration 5Q (29239.740000 sec): 3 clusters
  Score: Raw -100051.164907 + Penalty 3238.591744 = -96812.573164
  nChanged 21
		SP:Iteration 6Q (29239.890000 sec): 3 clusters
  Score: Raw -100096.242899 + Penalty 3238.591744 = -96857.651155
  nChanged 17
		SP:Iteration 7Q (29239.990000 sec): 3 clusters
  Score: Raw -100151.765706 + Penalty 3238.591744 = -96913.173962
  nChanged 10
		SP:Iteration 8Q (29240.120000 sec): 3 clusters
  Score: Raw -100213.904413 + Penalty 3238.591744 = -96975.312669
  nChanged 13
		SP:Iteration 9Q (29240.240000 sec): 3 clusters
  Score: Raw -100246.473428 + Penalty 3238.591744 = -97007.881684
  nChanged 8
		SP:Iteration 10Q (29240.340000 sec): 3 clusters
  Score: Raw -100267.233626 + Penalty 3238.591744 = -97028.641883
  nChanged 5
		SP:Iteration 11Q (29240.480000 sec): 3 clusters
  Score: Raw -100292.763292 + Penalty 3238.591744 = -97054.171548
  nChanged 8
		SP:Iteration 12Q (29240.570000 sec): 3 clusters
  Score: Raw -100315.749671 + Penalty 3238.591744 = -97077.157927
  nChanged 2
		SP:Iteration 13Q (29240.670000 sec): 3 clusters
  Score: Raw -100319.110941 + Penalty 3238.591744 = -97080.519197
  nChanged 1
		SP:Iteration 14Q (29240.770000 sec): 3 clusters
  Score: Raw -100320.727229 + Penalty 3238.591744 = -97082.135485
  nChanged 0
		SP:Iteration 15F (29240.920000 sec): 3 clusters
  Score: Raw -100320.727229 + Penalty 3238.591744 = -97082.135485
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (4520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29241.030000 sec): 2 clusters
  Score: Raw -602962.028185 + Penalty 2087.234284 = -600874.793901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29241.190000 sec): 3 clusters
  Score: Raw -600876.086883 + Penalty 4174.468567 = -596701.618315
  nChanged 1670
		SP:Iteration 1F (29241.380000 sec): 3 clusters
  Score: Raw -602200.746403 + Penalty 4174.468567 = -598026.277836
  nChanged 466
		SP:Iteration 2F (29241.580000 sec): 3 clusters
  Score: Raw -602822.467976 + Penalty 4174.468567 = -598647.999408
  nChanged 422
		SP:Iteration 3F (29241.740000 sec): 3 clusters
  Score: Raw -603355.341689 + Penalty 4174.468567 = -599180.873122
  nChanged 339
		SP:Iteration 4F (29241.890000 sec): 3 clusters
  Score: Raw -603804.192685 + Penalty 4174.468567 = -599629.724118
  nChanged 247
		SP:Iteration 5F (29242.040000 sec): 3 clusters
  Score: Raw -604108.637294 + Penalty 4174.468567 = -599934.168727
  nChanged 198
		SP:Iteration 6Q (29242.220000 sec): 3 clusters
  Score: Raw -604307.492004 + Penalty 4174.468567 = -600133.023437
  nChanged 139
		SP:Iteration 7Q (29242.430000 sec): 3 clusters
  Score: Raw -604436.764976 + Penalty 4174.468567 = -600262.296409
  nChanged 117
		SP:Iteration 8Q (29242.590000 sec): 3 clusters
  Score: Raw -604538.972137 + Penalty 4174.468567 = -600364.503570
  nChanged 89
		SP:Iteration 9Q (29242.740000 sec): 3 clusters
  Score: Raw -604598.461183 + Penalty 4174.468567 = -600423.992615
  nChanged 64
		SP:Iteration 10Q (29242.930000 sec): 3 clusters
  Score: Raw -604631.894655 + Penalty 4174.468567 = -600457.426087
  nChanged 55
		SP:Iteration 11Q (29243.070000 sec): 3 clusters
  Score: Raw -604668.139237 + Penalty 4174.468567 = -600493.670669
  nChanged 54
		SP:Iteration 12Q (29243.230000 sec): 3 clusters
  Score: Raw -604708.779986 + Penalty 4174.468567 = -600534.311419
  nChanged 46
		SP:Iteration 13Q (29243.350000 sec): 3 clusters
  Score: Raw -604736.491803 + Penalty 4174.468567 = -600562.023235
  nChanged 42
		SP:Iteration 14Q (29243.540000 sec): 3 clusters
  Score: Raw -604756.459801 + Penalty 4174.468567 = -600581.991234
  nChanged 28
		SP:Iteration 15Q (29243.660000 sec): 3 clusters
  Score: Raw -604770.254829 + Penalty 4174.468567 = -600595.786262
  nChanged 23
		SP:Iteration 16Q (29243.800000 sec): 3 clusters
  Score: Raw -604779.058966 + Penalty 4174.468567 = -600604.590398
  nChanged 16
		SP:Iteration 17Q (29243.950000 sec): 3 clusters
  Score: Raw -604785.165687 + Penalty 4174.468567 = -600610.697120
  nChanged 13
		SP:Iteration 18Q (29244.140000 sec): 3 clusters
  Score: Raw -604790.011982 + Penalty 4174.468567 = -600615.543415
  nChanged 6
		SP:Iteration 19Q (29244.250000 sec): 3 clusters
  Score: Raw -604792.088526 + Penalty 4174.468567 = -600617.619959
  nChanged 8
		SP:Iteration 20F (29244.400000 sec): 3 clusters
  Score: Raw -604795.154361 + Penalty 4174.468567 = -600620.685794
  nChanged 9
		SP:Iteration 21Q (29244.560000 sec): 3 clusters
  Score: Raw -604797.682697 + Penalty 4174.468567 = -600623.214129
  nChanged 3
		SP:Iteration 22Q (29244.700000 sec): 3 clusters
  Score: Raw -604798.277721 + Penalty 4174.468567 = -600623.809154
  nChanged 1
		SP:Iteration 23Q (29244.830000 sec): 3 clusters
  Score: Raw -604798.507034 + Penalty 4174.468567 = -600624.038467
  nChanged 1
		SP:Iteration 24Q (29244.980000 sec): 3 clusters
  Score: Raw -604798.914808 + Penalty 4174.468567 = -600624.446240
  nChanged 1
		SP:Iteration 25Q (29245.120000 sec): 3 clusters
  Score: Raw -604799.216133 + Penalty 4174.468567 = -600624.747565
  nChanged 0
		SP:Iteration 26F (29245.310000 sec): 3 clusters
  Score: Raw -604799.216133 + Penalty 4174.468567 = -600624.747565
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (3471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29245.420000 sec): 2 clusters
  Score: Raw -547287.685660 + Penalty 2021.745108 = -545265.940552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29245.560000 sec): 3 clusters
  Score: Raw -545813.172034 + Penalty 4043.490216 = -541769.681819
  nChanged 1197
		SP:Iteration 1F (29245.700000 sec): 3 clusters
  Score: Raw -546546.598711 + Penalty 4043.490216 = -542503.108495
  nChanged 263
		SP:Iteration 2F (29245.830000 sec): 3 clusters
  Score: Raw -546736.442215 + Penalty 4043.490216 = -542692.951999
  nChanged 176
		SP:Iteration 3F (29245.960000 sec): 3 clusters
  Score: Raw -546852.829214 + Penalty 4043.490216 = -542809.338998
  nChanged 140
		SP:Iteration 4Q (29246.100000 sec): 3 clusters
  Score: Raw -546943.742413 + Penalty 4043.490216 = -542900.252197
  nChanged 113
		SP:Iteration 5Q (29246.200000 sec): 3 clusters
  Score: Raw -547009.843801 + Penalty 4043.490216 = -542966.353585
  nChanged 87
		SP:Iteration 6Q (29246.330000 sec): 3 clusters
  Score: Raw -547069.162602 + Penalty 4043.490216 = -543025.672386
  nChanged 93
		SP:Iteration 7Q (29246.500000 sec): 3 clusters
  Score: Raw -547128.205990 + Penalty 4043.490216 = -543084.715774
  nChanged 82
		SP:Iteration 8Q (29246.610000 sec): 3 clusters
  Score: Raw -547178.222616 + Penalty 4043.490216 = -543134.732400
  nChanged 87
		SP:Iteration 9Q (29246.760000 sec): 3 clusters
  Score: Raw -547238.675311 + Penalty 4043.490216 = -543195.185095
  nChanged 74
		SP:Iteration 10Q (29246.880000 sec): 3 clusters
  Score: Raw -547299.785636 + Penalty 4043.490216 = -543256.295420
  nChanged 89
		SP:Iteration 11Q (29247.000000 sec): 3 clusters
  Score: Raw -547367.511298 + Penalty 4043.490216 = -543324.021082
  nChanged 83
		SP:Iteration 12Q (29247.120000 sec): 3 clusters
  Score: Raw -547422.441938 + Penalty 4043.490216 = -543378.951722
  nChanged 71
		SP:Iteration 13Q (29247.260000 sec): 3 clusters
  Score: Raw -547465.290581 + Penalty 4043.490216 = -543421.800365
  nChanged 51
		SP:Iteration 14Q (29247.440000 sec): 3 clusters
  Score: Raw -547496.327202 + Penalty 4043.490216 = -543452.836986
  nChanged 49
		SP:Iteration 15Q (29247.600000 sec): 3 clusters
  Score: Raw -547525.605311 + Penalty 4043.490216 = -543482.115095
  nChanged 40
		SP:Iteration 16Q (29247.720000 sec): 3 clusters
  Score: Raw -547544.901453 + Penalty 4043.490216 = -543501.411237
  nChanged 30
		SP:Iteration 17Q (29247.900000 sec): 3 clusters
  Score: Raw -547560.272381 + Penalty 4043.490216 = -543516.782165
  nChanged 33
		SP:Iteration 18Q (29248.030000 sec): 3 clusters
  Score: Raw -547576.591894 + Penalty 4043.490216 = -543533.101679
  nChanged 24
		SP:Iteration 19Q (29248.170000 sec): 3 clusters
  Score: Raw -547587.611294 + Penalty 4043.490216 = -543544.121078
  nChanged 24
		SP:Iteration 20F (29248.360000 sec): 3 clusters
  Score: Raw -547599.439677 + Penalty 4043.490216 = -543555.949461
  nChanged 18
		SP:Iteration 21Q (29248.470000 sec): 3 clusters
  Score: Raw -547607.320929 + Penalty 4043.490216 = -543563.830713
  nChanged 10
		SP:Iteration 22Q (29248.620000 sec): 3 clusters
  Score: Raw -547611.400757 + Penalty 4043.490216 = -543567.910542
  nChanged 9
		SP:Iteration 23Q (29248.790000 sec): 3 clusters
  Score: Raw -547616.944585 + Penalty 4043.490216 = -543573.454369
  nChanged 12
		SP:Iteration 24Q (29248.900000 sec): 3 clusters
  Score: Raw -547625.179518 + Penalty 4043.490216 = -543581.689302
  nChanged 17
		SP:Iteration 25Q (29249.040000 sec): 3 clusters
  Score: Raw -547634.921311 + Penalty 4043.490216 = -543591.431095
  nChanged 16
		SP:Iteration 26Q (29249.170000 sec): 3 clusters
  Score: Raw -547642.517968 + Penalty 4043.490216 = -543599.027752
  nChanged 16
		SP:Iteration 27Q (29249.280000 sec): 3 clusters
  Score: Raw -547650.166199 + Penalty 4043.490216 = -543606.675983
  nChanged 14
		SP:Iteration 28Q (29249.430000 sec): 3 clusters
  Score: Raw -547656.311296 + Penalty 4043.490216 = -543612.821080
  nChanged 13
		SP:Iteration 29Q (29249.540000 sec): 3 clusters
  Score: Raw -547662.768542 + Penalty 4043.490216 = -543619.278326
  nChanged 16
		SP:Iteration 30Q (29249.680000 sec): 3 clusters
  Score: Raw -547670.556652 + Penalty 4043.490216 = -543627.066436
  nChanged 11
		SP:Iteration 31Q (29249.800000 sec): 3 clusters
  Score: Raw -547676.240247 + Penalty 4043.490216 = -543632.750031
  nChanged 13
		SP:Iteration 32Q (29249.920000 sec): 3 clusters
  Score: Raw -547684.203225 + Penalty 4043.490216 = -543640.713010
  nChanged 15
		SP:Iteration 33Q (29250.060000 sec): 3 clusters
  Score: Raw -547690.799015 + Penalty 4043.490216 = -543647.308799
  nChanged 10
		SP:Iteration 34Q (29250.180000 sec): 3 clusters
  Score: Raw -547697.046478 + Penalty 4043.490216 = -543653.556262
  nChanged 11
		SP:Iteration 35Q (29250.320000 sec): 3 clusters
  Score: Raw -547704.357017 + Penalty 4043.490216 = -543660.866801
  nChanged 7
		SP:Iteration 36Q (29250.460000 sec): 3 clusters
  Score: Raw -547707.498408 + Penalty 4043.490216 = -543664.008192
  nChanged 4
		SP:Iteration 37Q (29250.610000 sec): 3 clusters
  Score: Raw -547708.934251 + Penalty 4043.490216 = -543665.444035
  nChanged 3
		SP:Iteration 38Q (29250.820000 sec): 3 clusters
  Score: Raw -547709.623630 + Penalty 4043.490216 = -543666.133414
  nChanged 4
		SP:Iteration 39Q (29250.970000 sec): 3 clusters
  Score: Raw -547711.601476 + Penalty 4043.490216 = -543668.111261
  nChanged 7
		SP:Iteration 40F (29251.120000 sec): 3 clusters
  Score: Raw -547714.840396 + Penalty 4043.490216 = -543671.350181
  nChanged 3
		SP:Iteration 41Q (29251.300000 sec): 3 clusters
  Score: Raw -547715.940992 + Penalty 4043.490216 = -543672.450776
  nChanged 4
		SP:Iteration 42Q (29251.450000 sec): 3 clusters
  Score: Raw -547719.293300 + Penalty 4043.490216 = -543675.803085
  nChanged 6
		SP:Iteration 43Q (29251.610000 sec): 3 clusters
  Score: Raw -547723.092835 + Penalty 4043.490216 = -543679.602619
  nChanged 8
		SP:Iteration 44Q (29251.780000 sec): 3 clusters
  Score: Raw -547726.397246 + Penalty 4043.490216 = -543682.907030
  nChanged 8
		SP:Iteration 45Q (29251.970000 sec): 3 clusters
  Score: Raw -547730.495591 + Penalty 4043.490216 = -543687.005375
  nChanged 13
		SP:Iteration 46Q (29252.130000 sec): 3 clusters
  Score: Raw -547738.012186 + Penalty 4043.490216 = -543694.521970
  nChanged 14
		SP:Iteration 47Q (29252.310000 sec): 3 clusters
  Score: Raw -547744.193207 + Penalty 4043.490216 = -543700.702991
  nChanged 9
		SP:Iteration 48Q (29252.500000 sec): 3 clusters
  Score: Raw -547749.840575 + Penalty 4043.490216 = -543706.350359
  nChanged 10
		SP:Iteration 49Q (29252.710000 sec): 3 clusters
  Score: Raw -547756.422386 + Penalty 4043.490216 = -543712.932170
  nChanged 7
		SP:Iteration 50Q (29252.850000 sec): 3 clusters
  Score: Raw -547759.552804 + Penalty 4043.490216 = -543716.062588
  nChanged 4
		SP:Iteration 51Q (29252.970000 sec): 3 clusters
  Score: Raw -547761.631251 + Penalty 4043.490216 = -543718.141035
  nChanged 6
		SP:Iteration 52Q (29253.120000 sec): 3 clusters
  Score: Raw -547764.551873 + Penalty 4043.490216 = -543721.061657
  nChanged 2
		SP:Iteration 53Q (29253.270000 sec): 3 clusters
  Score: Raw -547765.458190 + Penalty 4043.490216 = -543721.967974
  nChanged 2
		SP:Iteration 54Q (29253.380000 sec): 3 clusters
  Score: Raw -547766.033446 + Penalty 4043.490216 = -543722.543230
  nChanged 2
		SP:Iteration 55Q (29253.500000 sec): 3 clusters
  Score: Raw -547766.765180 + Penalty 4043.490216 = -543723.274964
  nChanged 1
		SP:Iteration 56Q (29253.630000 sec): 3 clusters
  Score: Raw -547767.788295 + Penalty 4043.490216 = -543724.298079
  nChanged 3
		SP:Iteration 57Q (29253.850000 sec): 3 clusters
  Score: Raw -547769.408208 + Penalty 4043.490216 = -543725.917992
  nChanged 2
		SP:Iteration 58Q (29254.000000 sec): 3 clusters
  Score: Raw -547770.195294 + Penalty 4043.490216 = -543726.705078
  nChanged 0
		SP:Iteration 59F (29254.160000 sec): 3 clusters
  Score: Raw -547770.195294 + Penalty 4043.490216 = -543726.705078
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (10392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29254.280000 sec): 2 clusters
  Score: Raw -1677076.364308 + Penalty 2293.700306 = -1674782.664001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29254.550000 sec): 3 clusters
  Score: Raw -1671372.296710 + Penalty 4587.400613 = -1666784.896097
  nChanged 4470
		SP:Iteration 1F (29254.740000 sec): 3 clusters
  Score: Raw -1673725.084249 + Penalty 4587.400613 = -1669137.683636
  nChanged 716
		SP:Iteration 2F (29254.960000 sec): 3 clusters
  Score: Raw -1674086.256420 + Penalty 4587.400613 = -1669498.855807
  nChanged 594
		SP:Iteration 3F (29255.160000 sec): 3 clusters
  Score: Raw -1674422.406797 + Penalty 4587.400613 = -1669835.006184
  nChanged 564
		SP:Iteration 4F (29255.340000 sec): 3 clusters
  Score: Raw -1674751.101298 + Penalty 4587.400613 = -1670163.700685
  nChanged 531
		SP:Iteration 5F (29255.530000 sec): 3 clusters
  Score: Raw -1675085.757900 + Penalty 4587.400613 = -1670498.357287
  nChanged 511
		SP:Iteration 6Q (29255.770000 sec): 3 clusters
  Score: Raw -1675390.280308 + Penalty 4587.400613 = -1670802.879695
  nChanged 458
		SP:Iteration 7Q (29256.030000 sec): 3 clusters
  Score: Raw -1675657.336513 + Penalty 4587.400613 = -1671069.935900
  nChanged 401
		SP:Iteration 8Q (29256.190000 sec): 3 clusters
  Score: Raw -1675881.838168 + Penalty 4587.400613 = -1671294.437555
  nChanged 388
		SP:Iteration 9Q (29256.380000 sec): 3 clusters
  Score: Raw -1676133.858451 + Penalty 4587.400613 = -1671546.457838
  nChanged 388
		SP:Iteration 10Q (29256.620000 sec): 3 clusters
  Score: Raw -1676386.509874 + Penalty 4587.400613 = -1671799.109261
  nChanged 358
		SP:Iteration 11Q (29256.870000 sec): 3 clusters
  Score: Raw -1676613.186935 + Penalty 4587.400613 = -1672025.786322
  nChanged 328
		SP:Iteration 12Q (29257.050000 sec): 3 clusters
  Score: Raw -1676820.740720 + Penalty 4587.400613 = -1672233.340107
  nChanged 277
		SP:Iteration 13Q (29257.250000 sec): 3 clusters
  Score: Raw -1677004.557586 + Penalty 4587.400613 = -1672417.156973
  nChanged 295
		SP:Iteration 14Q (29257.480000 sec): 3 clusters
  Score: Raw -1677180.523823 + Penalty 4587.400613 = -1672593.123210
  nChanged 250
		SP:Iteration 15Q (29257.670000 sec): 3 clusters
  Score: Raw -1677320.455327 + Penalty 4587.400613 = -1672733.054714
  nChanged 220
		SP:Iteration 16Q (29257.850000 sec): 3 clusters
  Score: Raw -1677421.435348 + Penalty 4587.400613 = -1672834.034735
  nChanged 156
		SP:Iteration 17Q (29258.040000 sec): 3 clusters
  Score: Raw -1677489.641233 + Penalty 4587.400613 = -1672902.240620
  nChanged 129
		SP:Iteration 18Q (29258.210000 sec): 3 clusters
  Score: Raw -1677538.309694 + Penalty 4587.400613 = -1672950.909081
  nChanged 108
		SP:Iteration 19Q (29258.400000 sec): 3 clusters
  Score: Raw -1677573.341690 + Penalty 4587.400613 = -1672985.941077
  nChanged 87
		SP:Iteration 20F (29258.620000 sec): 3 clusters
  Score: Raw -1677599.093246 + Penalty 4587.400613 = -1673011.692633
  nChanged 67
		SP:Iteration 21Q (29258.810000 sec): 3 clusters
  Score: Raw -1677613.549828 + Penalty 4587.400613 = -1673026.149215
  nChanged 45
		SP:Iteration 22Q (29258.970000 sec): 3 clusters
  Score: Raw -1677622.338327 + Penalty 4587.400613 = -1673034.937714
  nChanged 28
		SP:Iteration 23Q (29259.210000 sec): 3 clusters
  Score: Raw -1677627.731927 + Penalty 4587.400613 = -1673040.331314
  nChanged 23
		SP:Iteration 24Q (29259.350000 sec): 3 clusters
  Score: Raw -1677633.723847 + Penalty 4587.400613 = -1673046.323234
  nChanged 22
		SP:Iteration 25Q (29259.550000 sec): 3 clusters
  Score: Raw -1677637.854111 + Penalty 4587.400613 = -1673050.453498
  nChanged 11
		SP:Iteration 26Q (29259.780000 sec): 3 clusters
  Score: Raw -1677639.845199 + Penalty 4587.400613 = -1673052.444586
  nChanged 10
		SP:Iteration 27Q (29260.000000 sec): 3 clusters
  Score: Raw -1677641.287134 + Penalty 4587.400613 = -1673053.886521
  nChanged 8
		SP:Iteration 28Q (29260.200000 sec): 3 clusters
  Score: Raw -1677642.239545 + Penalty 4587.400613 = -1673054.838932
  nChanged 4
		SP:Iteration 29Q (29260.410000 sec): 3 clusters
  Score: Raw -1677642.590884 + Penalty 4587.400613 = -1673055.190271
  nChanged 4
		SP:Iteration 30Q (29260.710000 sec): 3 clusters
  Score: Raw -1677643.048346 + Penalty 4587.400613 = -1673055.647733
  nChanged 4
		SP:Iteration 31Q (29260.880000 sec): 3 clusters
  Score: Raw -1677643.695520 + Penalty 4587.400613 = -1673056.294907
  nChanged 3
		SP:Iteration 32Q (29261.060000 sec): 3 clusters
  Score: Raw -1677644.180895 + Penalty 4587.400613 = -1673056.780282
  nChanged 2
		SP:Iteration 33Q (29261.310000 sec): 3 clusters
  Score: Raw -1677644.590257 + Penalty 4587.400613 = -1673057.189644
  nChanged 2
		SP:Iteration 34Q (29261.490000 sec): 3 clusters
  Score: Raw -1677644.708336 + Penalty 4587.400613 = -1673057.307723
  nChanged 3
		SP:Iteration 35Q (29261.670000 sec): 3 clusters
  Score: Raw -1677644.995797 + Penalty 4587.400613 = -1673057.595184
  nChanged 2
		SP:Iteration 36Q (29261.930000 sec): 3 clusters
  Score: Raw -1677645.254419 + Penalty 4587.400613 = -1673057.853806
  nChanged 2
		SP:Iteration 37Q (29262.160000 sec): 3 clusters
  Score: Raw -1677645.502841 + Penalty 4587.400613 = -1673058.102228
  nChanged 2
		SP:Iteration 38Q (29262.340000 sec): 3 clusters
  Score: Raw -1677645.920742 + Penalty 4587.400613 = -1673058.520129
  nChanged 1
		SP:Iteration 39Q (29262.570000 sec): 3 clusters
  Score: Raw -1677645.997945 + Penalty 4587.400613 = -1673058.597332
  nChanged 0
		SP:Iteration 40F (29262.830000 sec): 3 clusters
  Score: Raw -1677645.997945 + Penalty 4587.400613 = -1673058.597332
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (9837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29262.980000 sec): 2 clusters
  Score: Raw -1574597.949712 + Penalty 2280.088704 = -1572317.861008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29263.140000 sec): 3 clusters
  Score: Raw -1569361.722241 + Penalty 4560.177408 = -1564801.544833
  nChanged 4017
		SP:Iteration 1F (29263.310000 sec): 3 clusters
  Score: Raw -1571449.315723 + Penalty 4560.177408 = -1566889.138315
  nChanged 639
		SP:Iteration 2F (29263.540000 sec): 3 clusters
  Score: Raw -1571767.949479 + Penalty 4560.177408 = -1567207.772071
  nChanged 521
		SP:Iteration 3F (29263.720000 sec): 3 clusters
  Score: Raw -1572054.072528 + Penalty 4560.177408 = -1567493.895120
  nChanged 507
		SP:Iteration 4F (29263.880000 sec): 3 clusters
  Score: Raw -1572344.902973 + Penalty 4560.177408 = -1567784.725565
  nChanged 513
		SP:Iteration 5F (29264.090000 sec): 3 clusters
  Score: Raw -1572668.995633 + Penalty 4560.177408 = -1568108.818225
  nChanged 539
		SP:Iteration 6F (29264.260000 sec): 3 clusters
  Score: Raw -1573026.925870 + Penalty 4560.177408 = -1568466.748462
  nChanged 553
		SP:Iteration 7F (29264.460000 sec): 3 clusters
  Score: Raw -1573413.567661 + Penalty 4560.177408 = -1568853.390253
  nChanged 480
		SP:Iteration 8Q (29264.680000 sec): 3 clusters
  Score: Raw -1573776.793192 + Penalty 4560.177408 = -1569216.615784
  nChanged 435
		SP:Iteration 9Q (29264.870000 sec): 3 clusters
  Score: Raw -1574075.857516 + Penalty 4560.177408 = -1569515.680107
  nChanged 318
		SP:Iteration 10Q (29265.070000 sec): 3 clusters
  Score: Raw -1574261.772703 + Penalty 4560.177408 = -1569701.595295
  nChanged 238
		SP:Iteration 11Q (29265.260000 sec): 3 clusters
  Score: Raw -1574392.670973 + Penalty 4560.177408 = -1569832.493565
  nChanged 203
		SP:Iteration 12Q (29265.510000 sec): 3 clusters
  Score: Raw -1574502.812549 + Penalty 4560.177408 = -1569942.635140
  nChanged 137
		SP:Iteration 13Q (29265.730000 sec): 3 clusters
  Score: Raw -1574576.182552 + Penalty 4560.177408 = -1570016.005143
  nChanged 130
		SP:Iteration 14Q (29265.980000 sec): 3 clusters
  Score: Raw -1574642.834493 + Penalty 4560.177408 = -1570082.657085
  nChanged 112
		SP:Iteration 15Q (29266.170000 sec): 3 clusters
  Score: Raw -1574697.530727 + Penalty 4560.177408 = -1570137.353318
  nChanged 84
		SP:Iteration 16Q (29266.370000 sec): 3 clusters
  Score: Raw -1574743.368712 + Penalty 4560.177408 = -1570183.191304
  nChanged 78
		SP:Iteration 17Q (29266.640000 sec): 3 clusters
  Score: Raw -1574783.402816 + Penalty 4560.177408 = -1570223.225407
  nChanged 50
		SP:Iteration 18Q (29266.880000 sec): 3 clusters
  Score: Raw -1574806.391947 + Penalty 4560.177408 = -1570246.214538
  nChanged 44
		SP:Iteration 19Q (29267.060000 sec): 3 clusters
  Score: Raw -1574830.289250 + Penalty 4560.177408 = -1570270.111842
  nChanged 52
		SP:Iteration 20F (29267.300000 sec): 3 clusters
  Score: Raw -1574855.642891 + Penalty 4560.177408 = -1570295.465483
  nChanged 51
		SP:Iteration 21Q (29267.510000 sec): 3 clusters
  Score: Raw -1574882.683629 + Penalty 4560.177408 = -1570322.506220
  nChanged 42
		SP:Iteration 22Q (29267.720000 sec): 3 clusters
  Score: Raw -1574899.040955 + Penalty 4560.177408 = -1570338.863546
  nChanged 35
		SP:Iteration 23Q (29267.960000 sec): 3 clusters
  Score: Raw -1574916.615233 + Penalty 4560.177408 = -1570356.437824
  nChanged 25
		SP:Iteration 24Q (29268.110000 sec): 3 clusters
  Score: Raw -1574927.808028 + Penalty 4560.177408 = -1570367.630619
  nChanged 22
		SP:Iteration 25Q (29268.330000 sec): 3 clusters
  Score: Raw -1574938.335344 + Penalty 4560.177408 = -1570378.157935
  nChanged 25
		SP:Iteration 26Q (29268.570000 sec): 3 clusters
  Score: Raw -1574950.164887 + Penalty 4560.177408 = -1570389.987478
  nChanged 32
		SP:Iteration 27Q (29268.800000 sec): 3 clusters
  Score: Raw -1574966.735912 + Penalty 4560.177408 = -1570406.558503
  nChanged 27
		SP:Iteration 28Q (29268.920000 sec): 3 clusters
  Score: Raw -1574980.566050 + Penalty 4560.177408 = -1570420.388642
  nChanged 27
		SP:Iteration 29Q (29269.170000 sec): 3 clusters
  Score: Raw -1574993.301475 + Penalty 4560.177408 = -1570433.124067
  nChanged 20
		SP:Iteration 30Q (29269.370000 sec): 3 clusters
  Score: Raw -1575000.322309 + Penalty 4560.177408 = -1570440.144901
  nChanged 10
		SP:Iteration 31Q (29269.570000 sec): 3 clusters
  Score: Raw -1575004.598569 + Penalty 4560.177408 = -1570444.421161
  nChanged 7
		SP:Iteration 32Q (29269.780000 sec): 3 clusters
  Score: Raw -1575006.990291 + Penalty 4560.177408 = -1570446.812883
  nChanged 5
		SP:Iteration 33Q (29269.980000 sec): 3 clusters
  Score: Raw -1575009.686303 + Penalty 4560.177408 = -1570449.508895
  nChanged 8
		SP:Iteration 34Q (29270.190000 sec): 3 clusters
  Score: Raw -1575013.417969 + Penalty 4560.177408 = -1570453.240561
  nChanged 11
		SP:Iteration 35Q (29270.330000 sec): 3 clusters
  Score: Raw -1575018.587154 + Penalty 4560.177408 = -1570458.409746
  nChanged 11
		SP:Iteration 36Q (29270.560000 sec): 3 clusters
  Score: Raw -1575024.141790 + Penalty 4560.177408 = -1570463.964381
  nChanged 10
		SP:Iteration 37Q (29270.730000 sec): 3 clusters
  Score: Raw -1575027.759368 + Penalty 4560.177408 = -1570467.581959
  nChanged 6
		SP:Iteration 38Q (29270.890000 sec): 3 clusters
  Score: Raw -1575030.232313 + Penalty 4560.177408 = -1570470.054904
  nChanged 6
		SP:Iteration 39Q (29271.090000 sec): 3 clusters
  Score: Raw -1575032.741452 + Penalty 4560.177408 = -1570472.564044
  nChanged 9
		SP:Iteration 40F (29271.300000 sec): 3 clusters
  Score: Raw -1575036.824359 + Penalty 4560.177408 = -1570476.646951
  nChanged 10
		SP:Iteration 41Q (29271.490000 sec): 3 clusters
  Score: Raw -1575042.458517 + Penalty 4560.177408 = -1570482.281109
  nChanged 9
		SP:Iteration 42Q (29271.710000 sec): 3 clusters
  Score: Raw -1575047.364424 + Penalty 4560.177408 = -1570487.187015
  nChanged 9
		SP:Iteration 43Q (29271.880000 sec): 3 clusters
  Score: Raw -1575051.752831 + Penalty 4560.177408 = -1570491.575423
  nChanged 12
		SP:Iteration 44Q (29272.060000 sec): 3 clusters
  Score: Raw -1575056.899611 + Penalty 4560.177408 = -1570496.722202
  nChanged 13
		SP:Iteration 45Q (29272.270000 sec): 3 clusters
  Score: Raw -1575066.269923 + Penalty 4560.177408 = -1570506.092514
  nChanged 17
		SP:Iteration 46Q (29272.450000 sec): 3 clusters
  Score: Raw -1575076.697382 + Penalty 4560.177408 = -1570516.519974
  nChanged 14
		SP:Iteration 47Q (29272.660000 sec): 3 clusters
  Score: Raw -1575084.720190 + Penalty 4560.177408 = -1570524.542781
  nChanged 13
		SP:Iteration 48Q (29272.820000 sec): 3 clusters
  Score: Raw -1575091.600121 + Penalty 4560.177408 = -1570531.422713
  nChanged 12
		SP:Iteration 49Q (29273.050000 sec): 3 clusters
  Score: Raw -1575096.857382 + Penalty 4560.177408 = -1570536.679974
  nChanged 12
		SP:Iteration 50Q (29273.220000 sec): 3 clusters
  Score: Raw -1575107.056265 + Penalty 4560.177408 = -1570546.878857
  nChanged 15
		SP:Iteration 51Q (29273.470000 sec): 3 clusters
  Score: Raw -1575116.563732 + Penalty 4560.177408 = -1570556.386324
  nChanged 14
		SP:Iteration 52Q (29273.700000 sec): 3 clusters
  Score: Raw -1575124.467422 + Penalty 4560.177408 = -1570564.290013
  nChanged 16
		SP:Iteration 53Q (29273.880000 sec): 3 clusters
  Score: Raw -1575131.756708 + Penalty 4560.177408 = -1570571.579299
  nChanged 8
		SP:Iteration 54Q (29274.070000 sec): 3 clusters
  Score: Raw -1575138.198267 + Penalty 4560.177408 = -1570578.020858
  nChanged 10
		SP:Iteration 55Q (29274.280000 sec): 3 clusters
  Score: Raw -1575143.781311 + Penalty 4560.177408 = -1570583.603902
  nChanged 10
		SP:Iteration 56Q (29274.470000 sec): 3 clusters
  Score: Raw -1575147.706765 + Penalty 4560.177408 = -1570587.529356
  nChanged 8
		SP:Iteration 57Q (29274.660000 sec): 3 clusters
  Score: Raw -1575151.365000 + Penalty 4560.177408 = -1570591.187592
  nChanged 7
		SP:Iteration 58Q (29274.860000 sec): 3 clusters
  Score: Raw -1575154.347278 + Penalty 4560.177408 = -1570594.169870
  nChanged 6
		SP:Iteration 59Q (29275.020000 sec): 3 clusters
  Score: Raw -1575156.405665 + Penalty 4560.177408 = -1570596.228257
  nChanged 4
		SP:Iteration 60F (29275.220000 sec): 3 clusters
  Score: Raw -1575158.172339 + Penalty 4560.177408 = -1570597.994930
  nChanged 2
		SP:Iteration 61Q (29275.420000 sec): 3 clusters
  Score: Raw -1575158.703634 + Penalty 4560.177408 = -1570598.526226
  nChanged 0
		SP:Iteration 62F (29275.600000 sec): 3 clusters
  Score: Raw -1575158.703634 + Penalty 4560.177408 = -1570598.526226
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29275.670000 sec): 2 clusters
  Score: Raw -17548.169205 + Penalty 1257.088242 = -16291.080963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29275.850000 sec): 3 clusters
  Score: Raw -17973.293269 + Penalty 2514.176484 = -15459.116785
  nChanged 30
		SP:Iteration 1F (29275.960000 sec): 3 clusters
  Score: Raw -18296.899476 + Penalty 2514.176484 = -15782.722991
  nChanged 8
		SP:Iteration 2F (29276.140000 sec): 3 clusters
  Score: Raw -18450.070975 + Penalty 2514.176484 = -15935.894491
  nChanged 6
		SP:Iteration 3Q (29276.230000 sec): 3 clusters
  Score: Raw -18539.516904 + Penalty 2514.176484 = -16025.340420
  nChanged 5
		SP:Iteration 4Q (29276.380000 sec): 3 clusters
  Score: Raw -18636.727287 + Penalty 2514.176484 = -16122.550803
  nChanged 2
		SP:Iteration 5Q (29276.500000 sec): 3 clusters
  Score: Raw -18651.646906 + Penalty 2514.176484 = -16137.470422
  nChanged 0
		SP:Iteration 6F (29276.600000 sec): 3 clusters
  Score: Raw -18651.646906 + Penalty 2514.176484 = -16137.470422
  nChanged 0
Iteration 139Q (29562.240000 sec): 75 clusters
  Score: Raw -289186100.946432 + Penalty 265054.254836 = -288921046.691596
  nChanged 10293
Iteration 140F (29910.430000 sec): 75 clusters
  Score: Raw -289189757.940706 + Penalty 265054.254836 = -288924703.685870
  nChanged 9418
Iteration 141Q (30123.700000 sec): 75 clusters
  Score: Raw -289191530.475761 + Penalty 265054.254836 = -288926476.220925
  nChanged 6409
Iteration 142Q (30352.810000 sec): 75 clusters
  Score: Raw -289192469.907854 + Penalty 265054.254836 = -288927415.653018
  nChanged 5124
Iteration 143Q (30580.510000 sec): 75 clusters
  Score: Raw -289193113.394466 + Penalty 265054.254836 = -288928059.139629
  nChanged 4433
Iteration 144Q (30807.140000 sec): 75 clusters
  Score: Raw -289193579.921664 + Penalty 265054.254836 = -288928525.666828
  nChanged 3940
Iteration 145Q (31040.100000 sec): 75 clusters
  Score: Raw -289193959.890487 + Penalty 265054.254836 = -288928905.635650
  nChanged 3573
Iteration 146Q (31265.130000 sec): 75 clusters
  Score: Raw -289194276.243070 + Penalty 265054.254836 = -288929221.988233
  nChanged 3395
Iteration 147Q (31490.360000 sec): 75 clusters
  Score: Raw -289194550.911136 + Penalty 265054.254836 = -288929496.656300
  nChanged 3138
Iteration 148Q (31718.580000 sec): 75 clusters
  Score: Raw -289194797.225295 + Penalty 265054.254836 = -288929742.970458
  nChanged 3082
Iteration 149Q (31945.800000 sec): 75 clusters
  Score: Raw -289195025.851728 + Penalty 265054.254836 = -288929971.596892
  nChanged 2995
Iteration 150Q (32177.670000 sec): 75 clusters
  Score: Raw -289195239.468433 + Penalty 265054.254836 = -288930185.213597
  nChanged 2795
Iteration 151Q (32409.430000 sec): 75 clusters
  Score: Raw -289195422.362958 + Penalty 265054.254836 = -288930368.108122
  nChanged 2721
Iteration 152Q (32630.880000 sec): 75 clusters
  Score: Raw -289195592.486131 + Penalty 265054.254836 = -288930538.231295
  nChanged 2600
Iteration 153Q (32859.610000 sec): 75 clusters
  Score: Raw -289195751.003164 + Penalty 265054.254836 = -288930696.748327
  nChanged 2598
Iteration 154Q (33084.820000 sec): 75 clusters
  Score: Raw -289195903.463357 + Penalty 265054.254836 = -288930849.208521
  nChanged 2529
Iteration 155Q (33316.850000 sec): 75 clusters
  Score: Raw -289196052.009696 + Penalty 265054.254836 = -288930997.754859
  nChanged 2560
Iteration 156Q (33539.980000 sec): 75 clusters
  Score: Raw -289196197.105944 + Penalty 265054.254836 = -288931142.851107
  nChanged 2524
Iteration 157Q (33762.230000 sec): 75 clusters
  Score: Raw -289196341.673215 + Penalty 265054.254836 = -288931287.418379
  nChanged 2488
Iteration 158Q (33955.890000 sec): 75 clusters
  Score: Raw -289196479.552716 + Penalty 265054.254836 = -288931425.297879
  nChanged 2318
Iteration 159Q (34189.810000 sec): 75 clusters
  Score: Raw -289196600.160300 + Penalty 265054.254836 = -288931545.905463
  nChanged 2296
Iteration 160F (34555.590000 sec): 75 clusters
  Score: Raw -289196740.224845 + Penalty 265054.254836 = -288931685.970009
  nChanged 2244
Iteration 161Q (34784.250000 sec): 75 clusters
  Score: Raw -289196862.486648 + Penalty 265054.254836 = -288931808.231812
  nChanged 2257
Iteration 162Q (35008.130000 sec): 75 clusters
  Score: Raw -289196983.297925 + Penalty 265054.254836 = -288931929.043088
  nChanged 2314
Iteration 163Q (35229.010000 sec): 75 clusters
  Score: Raw -289197112.279581 + Penalty 265054.254836 = -288932058.024745
  nChanged 2362
Iteration 164Q (35454.120000 sec): 75 clusters
  Score: Raw -289197248.485657 + Penalty 265054.254836 = -288932194.230820
  nChanged 2366
Iteration 165Q (35681.780000 sec): 75 clusters
  Score: Raw -289197375.468048 + Penalty 265054.254836 = -288932321.213212
  nChanged 2330
Iteration 166Q (35906.820000 sec): 75 clusters
  Score: Raw -289197502.364310 + Penalty 265054.254836 = -288932448.109473
  nChanged 2260
Iteration 167Q (36130.520000 sec): 75 clusters
  Score: Raw -289197622.845687 + Penalty 265054.254836 = -288932568.590850
  nChanged 2280
Iteration 168Q (36359.550000 sec): 75 clusters
  Score: Raw -289197745.218183 + Penalty 265054.254836 = -288932690.963346
  nChanged 2264
Iteration 169Q (36576.020000 sec): 75 clusters
  Score: Raw -289197867.934673 + Penalty 265054.254836 = -288932813.679836
  nChanged 2276
Iteration 170Q (36797.750000 sec): 75 clusters
  Score: Raw -289197987.215248 + Penalty 265054.254836 = -288932932.960411
  nChanged 2206
Iteration 171Q (37024.790000 sec): 75 clusters
  Score: Raw -289198103.908827 + Penalty 265054.254836 = -288933049.653991
  nChanged 2248
Iteration 172Q (37251.720000 sec): 75 clusters
  Score: Raw -289198220.562028 + Penalty 265054.254836 = -288933166.307191
  nChanged 2252
Iteration 173Q (37517.390000 sec): 75 clusters
  Score: Raw -289198334.203607 + Penalty 265054.254836 = -288933279.948770
  nChanged 2356
Iteration 174Q (37781.170000 sec): 75 clusters
  Score: Raw -289198451.981544 + Penalty 265054.254836 = -288933397.726708
  nChanged 2392
Iteration 175Q (38042.830000 sec): 75 clusters
  Score: Raw -289198573.870482 + Penalty 265054.254836 = -288933519.615645
  nChanged 2433
Iteration 176Q (38295.330000 sec): 75 clusters
  Score: Raw -289198696.215517 + Penalty 265054.254836 = -288933641.960681
  nChanged 2457
Iteration 177Q (38528.290000 sec): 75 clusters
  Score: Raw -289198818.936758 + Penalty 265054.254836 = -288933764.681921
  nChanged 2313
Iteration 178Q (38771.900000 sec): 75 clusters
  Score: Raw -289198935.958539 + Penalty 265054.254836 = -288933881.703703
  nChanged 2374
Writing temp clu file 
Because OldScore, -288933764.681921, is greater than current (better) Score,-288933881.703703 
 Compute initial score before splitting:   Score: Raw -289198935.958539 + Penalty 265054.254836 = -288933881.703703
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (5109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38772.360000 sec): 2 clusters
  Score: Raw -810468.823342 + Penalty 2117.612224 = -808351.211118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38772.520000 sec): 3 clusters
  Score: Raw -808002.956207 + Penalty 4235.224449 = -803767.731758
  nChanged 1974
		SP:Iteration 1F (38772.670000 sec): 3 clusters
  Score: Raw -809080.146966 + Penalty 4235.224449 = -804844.922517
  nChanged 398
		SP:Iteration 2F (38772.860000 sec): 3 clusters
  Score: Raw -809295.458813 + Penalty 4235.224449 = -805060.234365
  nChanged 275
		SP:Iteration 3F (38773.020000 sec): 3 clusters
  Score: Raw -809454.630192 + Penalty 4235.224449 = -805219.405743
  nChanged 213
		SP:Iteration 4Q (38773.160000 sec): 3 clusters
  Score: Raw -809567.324955 + Penalty 4235.224449 = -805332.100506
  nChanged 176
		SP:Iteration 5Q (38773.310000 sec): 3 clusters
  Score: Raw -809681.925349 + Penalty 4235.224449 = -805446.700900
  nChanged 180
		SP:Iteration 6Q (38773.540000 sec): 3 clusters
  Score: Raw -809786.251486 + Penalty 4235.224449 = -805551.027037
  nChanged 175
		SP:Iteration 7Q (38773.690000 sec): 3 clusters
  Score: Raw -809889.295080 + Penalty 4235.224449 = -805654.070632
  nChanged 154
		SP:Iteration 8Q (38773.880000 sec): 3 clusters
  Score: Raw -809985.040677 + Penalty 4235.224449 = -805749.816229
  nChanged 140
		SP:Iteration 9Q (38774.020000 sec): 3 clusters
  Score: Raw -810062.274856 + Penalty 4235.224449 = -805827.050407
  nChanged 138
		SP:Iteration 10Q (38774.160000 sec): 3 clusters
  Score: Raw -810130.695752 + Penalty 4235.224449 = -805895.471303
  nChanged 110
		SP:Iteration 11Q (38774.310000 sec): 3 clusters
  Score: Raw -810177.278115 + Penalty 4235.224449 = -805942.053667
  nChanged 90
		SP:Iteration 12Q (38774.450000 sec): 3 clusters
  Score: Raw -810214.169932 + Penalty 4235.224449 = -805978.945484
  nChanged 76
		SP:Iteration 13Q (38774.590000 sec): 3 clusters
  Score: Raw -810245.644924 + Penalty 4235.224449 = -806010.420475
  nChanged 63
		SP:Iteration 14Q (38774.730000 sec): 3 clusters
  Score: Raw -810276.812680 + Penalty 4235.224449 = -806041.588232
  nChanged 69
		SP:Iteration 15Q (38774.870000 sec): 3 clusters
  Score: Raw -810311.396843 + Penalty 4235.224449 = -806076.172394
  nChanged 64
		SP:Iteration 16Q (38775.010000 sec): 3 clusters
  Score: Raw -810337.557897 + Penalty 4235.224449 = -806102.333449
  nChanged 54
		SP:Iteration 17Q (38775.150000 sec): 3 clusters
  Score: Raw -810356.711384 + Penalty 4235.224449 = -806121.486935
  nChanged 38
		SP:Iteration 18Q (38775.290000 sec): 3 clusters
  Score: Raw -810370.584256 + Penalty 4235.224449 = -806135.359807
  nChanged 30
		SP:Iteration 19Q (38775.490000 sec): 3 clusters
  Score: Raw -810383.626844 + Penalty 4235.224449 = -806148.402396
  nChanged 30
		SP:Iteration 20F (38775.670000 sec): 3 clusters
  Score: Raw -810392.967440 + Penalty 4235.224449 = -806157.742991
  nChanged 27
		SP:Iteration 21Q (38775.800000 sec): 3 clusters
  Score: Raw -810401.726061 + Penalty 4235.224449 = -806166.501612
  nChanged 20
		SP:Iteration 22Q (38775.980000 sec): 3 clusters
  Score: Raw -810408.591324 + Penalty 4235.224449 = -806173.366876
  nChanged 28
		SP:Iteration 23Q (38776.190000 sec): 3 clusters
  Score: Raw -810417.225695 + Penalty 4235.224449 = -806182.001246
  nChanged 19
		SP:Iteration 24Q (38776.320000 sec): 3 clusters
  Score: Raw -810424.262553 + Penalty 4235.224449 = -806189.038104
  nChanged 19
		SP:Iteration 25Q (38776.500000 sec): 3 clusters
  Score: Raw -810429.719814 + Penalty 4235.224449 = -806194.495365
  nChanged 11
		SP:Iteration 26Q (38776.680000 sec): 3 clusters
  Score: Raw -810433.325176 + Penalty 4235.224449 = -806198.100727
  nChanged 8
		SP:Iteration 27Q (38776.850000 sec): 3 clusters
  Score: Raw -810436.054139 + Penalty 4235.224449 = -806200.829691
  nChanged 10
		SP:Iteration 28Q (38777.040000 sec): 3 clusters
  Score: Raw -810439.241918 + Penalty 4235.224449 = -806204.017469
  nChanged 10
		SP:Iteration 29Q (38777.220000 sec): 3 clusters
  Score: Raw -810443.269484 + Penalty 4235.224449 = -806208.045035
  nChanged 14
		SP:Iteration 30Q (38777.370000 sec): 3 clusters
  Score: Raw -810446.602093 + Penalty 4235.224449 = -806211.377644
  nChanged 11
		SP:Iteration 31Q (38777.530000 sec): 3 clusters
  Score: Raw -810449.774267 + Penalty 4235.224449 = -806214.549818
  nChanged 8
		SP:Iteration 32Q (38777.700000 sec): 3 clusters
  Score: Raw -810453.100364 + Penalty 4235.224449 = -806217.875916
  nChanged 15
		SP:Iteration 33Q (38777.880000 sec): 3 clusters
  Score: Raw -810458.203705 + Penalty 4235.224449 = -806222.979256
  nChanged 16
		SP:Iteration 34Q (38778.060000 sec): 3 clusters
  Score: Raw -810463.743994 + Penalty 4235.224449 = -806228.519545
  nChanged 11
		SP:Iteration 35Q (38778.210000 sec): 3 clusters
  Score: Raw -810468.131727 + Penalty 4235.224449 = -806232.907279
  nChanged 13
		SP:Iteration 36Q (38778.360000 sec): 3 clusters
  Score: Raw -810473.089721 + Penalty 4235.224449 = -806237.865272
  nChanged 19
		SP:Iteration 37Q (38778.540000 sec): 3 clusters
  Score: Raw -810478.964773 + Penalty 4235.224449 = -806243.740325
  nChanged 20
		SP:Iteration 38Q (38778.700000 sec): 3 clusters
  Score: Raw -810485.768945 + Penalty 4235.224449 = -806250.544497
  nChanged 18
		SP:Iteration 39Q (38778.890000 sec): 3 clusters
  Score: Raw -810491.843709 + Penalty 4235.224449 = -806256.619260
  nChanged 12
		SP:Iteration 40F (38779.040000 sec): 3 clusters
  Score: Raw -810495.785983 + Penalty 4235.224449 = -806260.561534
  nChanged 16
		SP:Iteration 41Q (38779.160000 sec): 3 clusters
  Score: Raw -810500.878980 + Penalty 4235.224449 = -806265.654531
  nChanged 16
		SP:Iteration 42Q (38779.350000 sec): 3 clusters
  Score: Raw -810505.513463 + Penalty 4235.224449 = -806270.289014
  nChanged 8
		SP:Iteration 43Q (38779.500000 sec): 3 clusters
  Score: Raw -810507.908918 + Penalty 4235.224449 = -806272.684469
  nChanged 5
		SP:Iteration 44Q (38779.670000 sec): 3 clusters
  Score: Raw -810509.575112 + Penalty 4235.224449 = -806274.350664
  nChanged 4
		SP:Iteration 45Q (38779.830000 sec): 3 clusters
  Score: Raw -810510.381684 + Penalty 4235.224449 = -806275.157235
  nChanged 2
		SP:Iteration 46Q (38780.000000 sec): 3 clusters
  Score: Raw -810510.796690 + Penalty 4235.224449 = -806275.572241
  nChanged 1
		SP:Iteration 47Q (38780.170000 sec): 3 clusters
  Score: Raw -810511.102064 + Penalty 4235.224449 = -806275.877615
  nChanged 2
		SP:Iteration 48Q (38780.380000 sec): 3 clusters
  Score: Raw -810511.665618 + Penalty 4235.224449 = -806276.441169
  nChanged 1
		SP:Iteration 49Q (38780.570000 sec): 3 clusters
  Score: Raw -810512.050523 + Penalty 4235.224449 = -806276.826075
  nChanged 1
		SP:Iteration 50Q (38780.730000 sec): 3 clusters
  Score: Raw -810512.323738 + Penalty 4235.224449 = -806277.099289
  nChanged 1
		SP:Iteration 51Q (38780.920000 sec): 3 clusters
  Score: Raw -810512.459694 + Penalty 4235.224449 = -806277.235245
  nChanged 0
		SP:Iteration 52F (38781.070000 sec): 3 clusters
  Score: Raw -810512.459694 + Penalty 4235.224449 = -806277.235245
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (131163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38781.870000 sec): 2 clusters
  Score: Raw -21261733.458273 + Penalty 2922.480634 = -21258810.977639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38782.860000 sec): 3 clusters
  Score: Raw -21176941.319795 + Penalty 5844.961267 = -21171096.358528
  nChanged 62416
		SP:Iteration 1F (38783.900000 sec): 3 clusters
  Score: Raw -21212803.644804 + Penalty 5844.961267 = -21206958.683537
  nChanged 4326
		SP:Iteration 2Q (38785.040000 sec): 3 clusters
  Score: Raw -21213948.044107 + Penalty 5844.961267 = -21208103.082839
  nChanged 4960
		SP:Iteration 3Q (38786.480000 sec): 3 clusters
  Score: Raw -21215606.057806 + Penalty 5844.961267 = -21209761.096539
  nChanged 6155
		SP:Iteration 4Q (38787.690000 sec): 3 clusters
  Score: Raw -21218283.394146 + Penalty 5844.961267 = -21212438.432879
  nChanged 8019
		SP:Iteration 5F (38788.620000 sec): 3 clusters
  Score: Raw -21222929.870218 + Penalty 5844.961267 = -21217084.908950
  nChanged 10440
		SP:Iteration 6F (38789.700000 sec): 3 clusters
  Score: Raw -21230746.356848 + Penalty 5844.961267 = -21224901.395580
  nChanged 11832
		SP:Iteration 7F (38790.870000 sec): 3 clusters
  Score: Raw -21241247.757977 + Penalty 5844.961267 = -21235402.796710
  nChanged 10400
		SP:Iteration 8F (38792.150000 sec): 3 clusters
  Score: Raw -21251327.350214 + Penalty 5844.961267 = -21245482.388947
  nChanged 6681
		SP:Iteration 9F (38793.460000 sec): 3 clusters
  Score: Raw -21257858.573981 + Penalty 5844.961267 = -21252013.612713
  nChanged 2892
		SP:Iteration 10Q (38794.510000 sec): 3 clusters
  Score: Raw -21260572.271143 + Penalty 5844.961267 = -21254727.309876
  nChanged 991
		SP:Iteration 11Q (38795.500000 sec): 3 clusters
  Score: Raw -21261482.528995 + Penalty 5844.961267 = -21255637.567727
  nChanged 297
		SP:Iteration 12Q (38796.620000 sec): 3 clusters
  Score: Raw -21261809.130360 + Penalty 5844.961267 = -21255964.169092
  nChanged 123
		SP:Iteration 13Q (38797.870000 sec): 3 clusters
  Score: Raw -21261938.010432 + Penalty 5844.961267 = -21256093.049165
  nChanged 56
		SP:Iteration 14Q (38799.190000 sec): 3 clusters
  Score: Raw -21262006.040679 + Penalty 5844.961267 = -21256161.079412
  nChanged 39
		SP:Iteration 15Q (38800.500000 sec): 3 clusters
  Score: Raw -21262039.681685 + Penalty 5844.961267 = -21256194.720418
  nChanged 19
		SP:Iteration 16Q (38801.560000 sec): 3 clusters
  Score: Raw -21262061.156666 + Penalty 5844.961267 = -21256216.195398
  nChanged 16
		SP:Iteration 17Q (38802.560000 sec): 3 clusters
  Score: Raw -21262079.171418 + Penalty 5844.961267 = -21256234.210151
  nChanged 9
		SP:Iteration 18Q (38803.630000 sec): 3 clusters
  Score: Raw -21262085.708604 + Penalty 5844.961267 = -21256240.747337
  nChanged 7
		SP:Iteration 19Q (38804.730000 sec): 3 clusters
  Score: Raw -21262093.212381 + Penalty 5844.961267 = -21256248.251114
  nChanged 5
		SP:Iteration 20F (38805.930000 sec): 3 clusters
  Score: Raw -21262098.075550 + Penalty 5844.961267 = -21256253.114283
  nChanged 6
		SP:Iteration 21Q (38807.230000 sec): 3 clusters
  Score: Raw -21262102.881949 + Penalty 5844.961267 = -21256257.920682
  nChanged 1
		SP:Iteration 22Q (38808.510000 sec): 3 clusters
  Score: Raw -21262103.956309 + Penalty 5844.961267 = -21256258.995041
  nChanged 2
		SP:Iteration 23Q (38809.770000 sec): 3 clusters
  Score: Raw -21262105.767184 + Penalty 5844.961267 = -21256260.805916
  nChanged 2
		SP:Iteration 24Q (38810.720000 sec): 3 clusters
  Score: Raw -21262106.793613 + Penalty 5844.961267 = -21256261.832346
  nChanged 1
		SP:Iteration 25Q (38811.730000 sec): 3 clusters
  Score: Raw -21262109.242443 + Penalty 5844.961267 = -21256264.281176
  nChanged 4
		SP:Iteration 26Q (38812.660000 sec): 3 clusters
  Score: Raw -21262114.494690 + Penalty 5844.961267 = -21256269.533423
  nChanged 4
		SP:Iteration 27Q (38813.820000 sec): 3 clusters
  Score: Raw -21262119.133107 + Penalty 5844.961267 = -21256274.171839
  nChanged 3
		SP:Iteration 28Q (38815.050000 sec): 3 clusters
  Score: Raw -21262121.867922 + Penalty 5844.961267 = -21256276.906655
  nChanged 3
		SP:Iteration 29Q (38816.410000 sec): 3 clusters
  Score: Raw -21262123.978719 + Penalty 5844.961267 = -21256279.017452
  nChanged 2
		SP:Iteration 30Q (38817.760000 sec): 3 clusters
  Score: Raw -21262125.355148 + Penalty 5844.961267 = -21256280.393881
  nChanged 1
		SP:Iteration 31Q (38819.030000 sec): 3 clusters
  Score: Raw -21262126.357279 + Penalty 5844.961267 = -21256281.396012
  nChanged 0
		SP:Iteration 32F (38820.180000 sec): 3 clusters
  Score: Raw -21262126.357279 + Penalty 5844.961267 = -21256281.396012
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (9532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38820.340000 sec): 2 clusters
  Score: Raw -1428842.028897 + Penalty 2272.277640 = -1426569.751257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38820.550000 sec): 3 clusters
  Score: Raw -1423823.651736 + Penalty 4544.555280 = -1419279.096456
  nChanged 3998
		SP:Iteration 1F (38820.800000 sec): 3 clusters
  Score: Raw -1426283.568901 + Penalty 4544.555280 = -1421739.013621
  nChanged 764
		SP:Iteration 2F (38821.030000 sec): 3 clusters
  Score: Raw -1426895.326362 + Penalty 4544.555280 = -1422350.771082
  nChanged 726
		SP:Iteration 3F (38821.290000 sec): 3 clusters
  Score: Raw -1427533.256325 + Penalty 4544.555280 = -1422988.701045
  nChanged 665
		SP:Iteration 4F (38821.510000 sec): 3 clusters
  Score: Raw -1428080.925744 + Penalty 4544.555280 = -1423536.370464
  nChanged 561
		SP:Iteration 5F (38821.720000 sec): 3 clusters
  Score: Raw -1428462.585716 + Penalty 4544.555280 = -1423918.030436
  nChanged 411
		SP:Iteration 6Q (38821.950000 sec): 3 clusters
  Score: Raw -1428685.295464 + Penalty 4544.555280 = -1424140.740184
  nChanged 291
		SP:Iteration 7Q (38822.190000 sec): 3 clusters
  Score: Raw -1428809.055842 + Penalty 4544.555280 = -1424264.500563
  nChanged 202
		SP:Iteration 8Q (38822.390000 sec): 3 clusters
  Score: Raw -1428891.138459 + Penalty 4544.555280 = -1424346.583179
  nChanged 164
		SP:Iteration 9Q (38822.630000 sec): 3 clusters
  Score: Raw -1428951.562706 + Penalty 4544.555280 = -1424407.007426
  nChanged 125
		SP:Iteration 10Q (38822.870000 sec): 3 clusters
  Score: Raw -1428992.946802 + Penalty 4544.555280 = -1424448.391522
  nChanged 117
		SP:Iteration 11Q (38823.160000 sec): 3 clusters
  Score: Raw -1429029.107977 + Penalty 4544.555280 = -1424484.552698
  nChanged 98
		SP:Iteration 12Q (38823.430000 sec): 3 clusters
  Score: Raw -1429060.774594 + Penalty 4544.555280 = -1424516.219314
  nChanged 84
		SP:Iteration 13Q (38823.640000 sec): 3 clusters
  Score: Raw -1429086.552651 + Penalty 4544.555280 = -1424541.997371
  nChanged 67
		SP:Iteration 14Q (38823.830000 sec): 3 clusters
  Score: Raw -1429104.128099 + Penalty 4544.555280 = -1424559.572820
  nChanged 53
		SP:Iteration 15Q (38824.030000 sec): 3 clusters
  Score: Raw -1429116.084364 + Penalty 4544.555280 = -1424571.529084
  nChanged 46
		SP:Iteration 16Q (38824.230000 sec): 3 clusters
  Score: Raw -1429125.250310 + Penalty 4544.555280 = -1424580.695030
  nChanged 40
		SP:Iteration 17Q (38824.470000 sec): 3 clusters
  Score: Raw -1429133.299436 + Penalty 4544.555280 = -1424588.744156
  nChanged 30
		SP:Iteration 18Q (38824.710000 sec): 3 clusters
  Score: Raw -1429139.054308 + Penalty 4544.555280 = -1424594.499028
  nChanged 25
		SP:Iteration 19Q (38824.960000 sec): 3 clusters
  Score: Raw -1429143.808231 + Penalty 4544.555280 = -1424599.252951
  nChanged 14
		SP:Iteration 20F (38825.180000 sec): 3 clusters
  Score: Raw -1429146.338563 + Penalty 4544.555280 = -1424601.783284
  nChanged 12
		SP:Iteration 21Q (38825.370000 sec): 3 clusters
  Score: Raw -1429147.690831 + Penalty 4544.555280 = -1424603.135551
  nChanged 9
		SP:Iteration 22Q (38825.600000 sec): 3 clusters
  Score: Raw -1429149.275696 + Penalty 4544.555280 = -1424604.720416
  nChanged 12
		SP:Iteration 23Q (38825.790000 sec): 3 clusters
  Score: Raw -1429151.454747 + Penalty 4544.555280 = -1424606.899467
  nChanged 12
		SP:Iteration 24Q (38825.990000 sec): 3 clusters
  Score: Raw -1429153.349657 + Penalty 4544.555280 = -1424608.794378
  nChanged 14
		SP:Iteration 25Q (38826.190000 sec): 3 clusters
  Score: Raw -1429156.436336 + Penalty 4544.555280 = -1424611.881057
  nChanged 20
		SP:Iteration 26Q (38826.390000 sec): 3 clusters
  Score: Raw -1429160.312022 + Penalty 4544.555280 = -1424615.756742
  nChanged 12
		SP:Iteration 27Q (38826.590000 sec): 3 clusters
  Score: Raw -1429162.641622 + Penalty 4544.555280 = -1424618.086342
  nChanged 10
		SP:Iteration 28Q (38826.790000 sec): 3 clusters
  Score: Raw -1429164.120212 + Penalty 4544.555280 = -1424619.564932
  nChanged 5
		SP:Iteration 29Q (38827.030000 sec): 3 clusters
  Score: Raw -1429164.960077 + Penalty 4544.555280 = -1424620.404797
  nChanged 9
		SP:Iteration 30Q (38827.280000 sec): 3 clusters
  Score: Raw -1429166.335123 + Penalty 4544.555280 = -1424621.779843
  nChanged 7
		SP:Iteration 31Q (38827.500000 sec): 3 clusters
  Score: Raw -1429167.405673 + Penalty 4544.555280 = -1424622.850394
  nChanged 4
		SP:Iteration 32Q (38827.760000 sec): 3 clusters
  Score: Raw -1429168.114304 + Penalty 4544.555280 = -1424623.559025
  nChanged 6
		SP:Iteration 33Q (38827.990000 sec): 3 clusters
  Score: Raw -1429169.626604 + Penalty 4544.555280 = -1424625.071324
  nChanged 11
		SP:Iteration 34Q (38828.190000 sec): 3 clusters
  Score: Raw -1429171.924974 + Penalty 4544.555280 = -1424627.369695
  nChanged 13
		SP:Iteration 35Q (38828.390000 sec): 3 clusters
  Score: Raw -1429174.818065 + Penalty 4544.555280 = -1424630.262785
  nChanged 10
		SP:Iteration 36Q (38828.590000 sec): 3 clusters
  Score: Raw -1429176.761715 + Penalty 4544.555280 = -1424632.206435
  nChanged 13
		SP:Iteration 37Q (38828.790000 sec): 3 clusters
  Score: Raw -1429180.096406 + Penalty 4544.555280 = -1424635.541127
  nChanged 15
		SP:Iteration 38Q (38829.000000 sec): 3 clusters
  Score: Raw -1429182.223404 + Penalty 4544.555280 = -1424637.668124
  nChanged 14
		SP:Iteration 39Q (38829.220000 sec): 3 clusters
  Score: Raw -1429184.345009 + Penalty 4544.555280 = -1424639.789729
  nChanged 10
		SP:Iteration 40F (38829.440000 sec): 3 clusters
  Score: Raw -1429185.790221 + Penalty 4544.555280 = -1424641.234941
  nChanged 6
		SP:Iteration 41Q (38829.670000 sec): 3 clusters
  Score: Raw -1429186.705058 + Penalty 4544.555280 = -1424642.149778
  nChanged 6
		SP:Iteration 42Q (38829.910000 sec): 3 clusters
  Score: Raw -1429188.059631 + Penalty 4544.555280 = -1424643.504351
  nChanged 6
		SP:Iteration 43Q (38830.110000 sec): 3 clusters
  Score: Raw -1429189.169119 + Penalty 4544.555280 = -1424644.613839
  nChanged 5
		SP:Iteration 44Q (38830.310000 sec): 3 clusters
  Score: Raw -1429190.369782 + Penalty 4544.555280 = -1424645.814502
  nChanged 13
		SP:Iteration 45Q (38830.510000 sec): 3 clusters
  Score: Raw -1429193.155953 + Penalty 4544.555280 = -1424648.600674
  nChanged 9
		SP:Iteration 46Q (38830.710000 sec): 3 clusters
  Score: Raw -1429194.865158 + Penalty 4544.555280 = -1424650.309878
  nChanged 9
		SP:Iteration 47Q (38830.910000 sec): 3 clusters
  Score: Raw -1429197.089833 + Penalty 4544.555280 = -1424652.534553
  nChanged 7
		SP:Iteration 48Q (38831.170000 sec): 3 clusters
  Score: Raw -1429198.081046 + Penalty 4544.555280 = -1424653.525767
  nChanged 3
		SP:Iteration 49Q (38831.430000 sec): 3 clusters
  Score: Raw -1429198.481579 + Penalty 4544.555280 = -1424653.926299
  nChanged 2
		SP:Iteration 50Q (38831.590000 sec): 3 clusters
  Score: Raw -1429198.721332 + Penalty 4544.555280 = -1424654.166052
  nChanged 1
		SP:Iteration 51Q (38831.790000 sec): 3 clusters
  Score: Raw -1429198.965100 + Penalty 4544.555280 = -1424654.409820
  nChanged 5
		SP:Iteration 52Q (38831.990000 sec): 3 clusters
  Score: Raw -1429199.607899 + Penalty 4544.555280 = -1424655.052619
  nChanged 5
		SP:Iteration 53Q (38832.190000 sec): 3 clusters
  Score: Raw -1429200.347921 + Penalty 4544.555280 = -1424655.792641
  nChanged 3
		SP:Iteration 54Q (38832.400000 sec): 3 clusters
  Score: Raw -1429200.867500 + Penalty 4544.555280 = -1424656.312221
  nChanged 3
		SP:Iteration 55Q (38832.600000 sec): 3 clusters
  Score: Raw -1429201.330726 + Penalty 4544.555280 = -1424656.775447
  nChanged 3
		SP:Iteration 56Q (38832.800000 sec): 3 clusters
  Score: Raw -1429201.732905 + Penalty 4544.555280 = -1424657.177625
  nChanged 4
		SP:Iteration 57Q (38833.000000 sec): 3 clusters
  Score: Raw -1429202.491702 + Penalty 4544.555280 = -1424657.936423
  nChanged 4
		SP:Iteration 58Q (38833.210000 sec): 3 clusters
  Score: Raw -1429203.474646 + Penalty 4544.555280 = -1424658.919366
  nChanged 5
		SP:Iteration 59Q (38833.410000 sec): 3 clusters
  Score: Raw -1429204.042873 + Penalty 4544.555280 = -1424659.487593
  nChanged 4
		SP:Iteration 60F (38833.570000 sec): 3 clusters
  Score: Raw -1429204.585665 + Penalty 4544.555280 = -1424660.030385
  nChanged 5
		SP:Iteration 61Q (38833.800000 sec): 3 clusters
  Score: Raw -1429205.275744 + Penalty 4544.555280 = -1424660.720464
  nChanged 6
		SP:Iteration 62Q (38834.010000 sec): 3 clusters
  Score: Raw -1429206.482677 + Penalty 4544.555280 = -1424661.927398
  nChanged 6
		SP:Iteration 63Q (38834.250000 sec): 3 clusters
  Score: Raw -1429207.634836 + Penalty 4544.555280 = -1424663.079557
  nChanged 9
		SP:Iteration 64Q (38834.490000 sec): 3 clusters
  Score: Raw -1429209.526318 + Penalty 4544.555280 = -1424664.971038
  nChanged 11
		SP:Iteration 65Q (38834.690000 sec): 3 clusters
  Score: Raw -1429211.522262 + Penalty 4544.555280 = -1424666.966983
  nChanged 10
		SP:Iteration 66Q (38834.890000 sec): 3 clusters
  Score: Raw -1429213.585803 + Penalty 4544.555280 = -1424669.030524
  nChanged 12
		SP:Iteration 67Q (38835.130000 sec): 3 clusters
  Score: Raw -1429215.690954 + Penalty 4544.555280 = -1424671.135674
  nChanged 12
		SP:Iteration 68Q (38835.360000 sec): 3 clusters
  Score: Raw -1429217.867663 + Penalty 4544.555280 = -1424673.312383
  nChanged 15
		SP:Iteration 69Q (38835.610000 sec): 3 clusters
  Score: Raw -1429220.508143 + Penalty 4544.555280 = -1424675.952863
  nChanged 11
		SP:Iteration 70Q (38835.760000 sec): 3 clusters
  Score: Raw -1429222.318487 + Penalty 4544.555280 = -1424677.763207
  nChanged 9
		SP:Iteration 71Q (38835.950000 sec): 3 clusters
  Score: Raw -1429223.832860 + Penalty 4544.555280 = -1424679.277580
  nChanged 10
		SP:Iteration 72Q (38836.140000 sec): 3 clusters
  Score: Raw -1429226.323621 + Penalty 4544.555280 = -1424681.768341
  nChanged 10
		SP:Iteration 73Q (38836.330000 sec): 3 clusters
  Score: Raw -1429228.734362 + Penalty 4544.555280 = -1424684.179082
  nChanged 13
		SP:Iteration 74Q (38836.530000 sec): 3 clusters
  Score: Raw -1429231.761670 + Penalty 4544.555280 = -1424687.206390
  nChanged 18
		SP:Iteration 75Q (38836.730000 sec): 3 clusters
  Score: Raw -1429235.174991 + Penalty 4544.555280 = -1424690.619711
  nChanged 14
		SP:Iteration 76Q (38836.930000 sec): 3 clusters
  Score: Raw -1429237.767950 + Penalty 4544.555280 = -1424693.212670
  nChanged 13
		SP:Iteration 77Q (38837.120000 sec): 3 clusters
  Score: Raw -1429241.163032 + Penalty 4544.555280 = -1424696.607753
  nChanged 14
		SP:Iteration 78Q (38837.340000 sec): 3 clusters
  Score: Raw -1429244.735108 + Penalty 4544.555280 = -1424700.179828
  nChanged 16
		SP:Iteration 79Q (38837.520000 sec): 3 clusters
  Score: Raw -1429247.808903 + Penalty 4544.555280 = -1424703.253624
  nChanged 7
		SP:Iteration 80F (38837.720000 sec): 3 clusters
  Score: Raw -1429249.556837 + Penalty 4544.555280 = -1424705.001557
  nChanged 11
		SP:Iteration 81Q (38837.980000 sec): 3 clusters
  Score: Raw -1429251.733666 + Penalty 4544.555280 = -1424707.178386
  nChanged 9
		SP:Iteration 82Q (38838.210000 sec): 3 clusters
  Score: Raw -1429253.453823 + Penalty 4544.555280 = -1424708.898544
  nChanged 6
		SP:Iteration 83Q (38838.410000 sec): 3 clusters
  Score: Raw -1429254.718304 + Penalty 4544.555280 = -1424710.163024
  nChanged 8
		SP:Iteration 84Q (38838.620000 sec): 3 clusters
  Score: Raw -1429256.156616 + Penalty 4544.555280 = -1424711.601336
  nChanged 11
		SP:Iteration 85Q (38838.820000 sec): 3 clusters
  Score: Raw -1429258.165472 + Penalty 4544.555280 = -1424713.610193
  nChanged 13
		SP:Iteration 86Q (38839.020000 sec): 3 clusters
  Score: Raw -1429260.523411 + Penalty 4544.555280 = -1424715.968131
  nChanged 8
		SP:Iteration 87Q (38839.210000 sec): 3 clusters
  Score: Raw -1429263.067952 + Penalty 4544.555280 = -1424718.512672
  nChanged 11
		SP:Iteration 88Q (38839.440000 sec): 3 clusters
  Score: Raw -1429264.877081 + Penalty 4544.555280 = -1424720.321801
  nChanged 8
		SP:Iteration 89Q (38839.720000 sec): 3 clusters
  Score: Raw -1429266.905875 + Penalty 4544.555280 = -1424722.350595
  nChanged 14
		SP:Iteration 90Q (38839.890000 sec): 3 clusters
  Score: Raw -1429269.864404 + Penalty 4544.555280 = -1424725.309124
  nChanged 13
		SP:Iteration 91Q (38840.090000 sec): 3 clusters
  Score: Raw -1429271.973734 + Penalty 4544.555280 = -1424727.418455
  nChanged 13
		SP:Iteration 92Q (38840.290000 sec): 3 clusters
  Score: Raw -1429274.882691 + Penalty 4544.555280 = -1424730.327411
  nChanged 6
		SP:Iteration 93Q (38840.530000 sec): 3 clusters
  Score: Raw -1429275.365782 + Penalty 4544.555280 = -1424730.810502
  nChanged 2
		SP:Iteration 94Q (38840.770000 sec): 3 clusters
  Score: Raw -1429275.761646 + Penalty 4544.555280 = -1424731.206366
  nChanged 0
		SP:Iteration 95F (38841.020000 sec): 3 clusters
  Score: Raw -1429275.761646 + Penalty 4544.555280 = -1424731.206366
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (140925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38841.910000 sec): 2 clusters
  Score: Raw -22960298.238798 + Penalty 2940.283812 = -22957357.954986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38843.110000 sec): 3 clusters
  Score: Raw -22868683.304632 + Penalty 5880.567624 = -22862802.737008
  nChanged 67324
		SP:Iteration 1F (38844.170000 sec): 3 clusters
  Score: Raw -22908134.227414 + Penalty 5880.567624 = -22902253.659790
  nChanged 4650
		SP:Iteration 2Q (38845.350000 sec): 3 clusters
  Score: Raw -22909265.029135 + Penalty 5880.567624 = -22903384.461511
  nChanged 5087
		SP:Iteration 3Q (38846.440000 sec): 3 clusters
  Score: Raw -22910732.397322 + Penalty 5880.567624 = -22904851.829698
  nChanged 5978
		SP:Iteration 4Q (38847.500000 sec): 3 clusters
  Score: Raw -22912777.424828 + Penalty 5880.567624 = -22906896.857204
  nChanged 6807
		SP:Iteration 5Q (38848.570000 sec): 3 clusters
  Score: Raw -22915336.818168 + Penalty 5880.567624 = -22909456.250544
  nChanged 7372
		SP:Iteration 6F (38849.700000 sec): 3 clusters
  Score: Raw -22918439.879103 + Penalty 5880.567624 = -22912559.311479
  nChanged 7731
		SP:Iteration 7F (38850.800000 sec): 3 clusters
  Score: Raw -22921873.185400 + Penalty 5880.567624 = -22915992.617776
  nChanged 7666
		SP:Iteration 8F (38851.900000 sec): 3 clusters
  Score: Raw -22925449.077455 + Penalty 5880.567624 = -22919568.509831
  nChanged 7368
		SP:Iteration 9F (38853.060000 sec): 3 clusters
  Score: Raw -22929145.699927 + Penalty 5880.567624 = -22923265.132303
  nChanged 7095
		SP:Iteration 10F (38854.160000 sec): 3 clusters
  Score: Raw -22933145.804229 + Penalty 5880.567624 = -22927265.236605
  nChanged 7211
		SP:Iteration 11F (38855.390000 sec): 3 clusters
  Score: Raw -22937979.963205 + Penalty 5880.567624 = -22932099.395581
  nChanged 7418
		SP:Iteration 12F (38856.450000 sec): 3 clusters
  Score: Raw -22944032.132765 + Penalty 5880.567624 = -22938151.565141
  nChanged 6977
		SP:Iteration 13Q (38857.650000 sec): 3 clusters
  Score: Raw -22950530.338592 + Penalty 5880.567624 = -22944649.770968
  nChanged 5355
		SP:Iteration 14Q (38858.880000 sec): 3 clusters
  Score: Raw -22955884.590388 + Penalty 5880.567624 = -22950004.022764
  nChanged 3026
		SP:Iteration 15Q (38860.060000 sec): 3 clusters
  Score: Raw -22958771.177730 + Penalty 5880.567624 = -22952890.610106
  nChanged 1226
		SP:Iteration 16Q (38861.190000 sec): 3 clusters
  Score: Raw -22959877.125120 + Penalty 5880.567624 = -22953996.557496
  nChanged 450
		SP:Iteration 17Q (38862.270000 sec): 3 clusters
  Score: Raw -22960284.333692 + Penalty 5880.567624 = -22954403.766068
  nChanged 155
		SP:Iteration 18Q (38863.340000 sec): 3 clusters
  Score: Raw -22960441.481440 + Penalty 5880.567624 = -22954560.913815
  nChanged 75
		SP:Iteration 19Q (38864.470000 sec): 3 clusters
  Score: Raw -22960515.833761 + Penalty 5880.567624 = -22954635.266137
  nChanged 36
		SP:Iteration 20F (38865.600000 sec): 3 clusters
  Score: Raw -22960544.765363 + Penalty 5880.567624 = -22954664.197739
  nChanged 19
		SP:Iteration 21Q (38866.800000 sec): 3 clusters
  Score: Raw -22960561.946776 + Penalty 5880.567624 = -22954681.379152
  nChanged 7
		SP:Iteration 22Q (38867.930000 sec): 3 clusters
  Score: Raw -22960569.805342 + Penalty 5880.567624 = -22954689.237718
  nChanged 5
		SP:Iteration 23Q (38869.010000 sec): 3 clusters
  Score: Raw -22960577.502879 + Penalty 5880.567624 = -22954696.935255
  nChanged 12
		SP:Iteration 24Q (38870.180000 sec): 3 clusters
  Score: Raw -22960590.963902 + Penalty 5880.567624 = -22954710.396278
  nChanged 5
		SP:Iteration 25Q (38871.360000 sec): 3 clusters
  Score: Raw -22960595.440552 + Penalty 5880.567624 = -22954714.872928
  nChanged 4
		SP:Iteration 26Q (38872.430000 sec): 3 clusters
  Score: Raw -22960601.904342 + Penalty 5880.567624 = -22954721.336718
  nChanged 4
		SP:Iteration 27Q (38873.650000 sec): 3 clusters
  Score: Raw -22960607.982916 + Penalty 5880.567624 = -22954727.415292
  nChanged 2
		SP:Iteration 28Q (38874.660000 sec): 3 clusters
  Score: Raw -22960610.874984 + Penalty 5880.567624 = -22954730.307360
  nChanged 4
		SP:Iteration 29Q (38875.770000 sec): 3 clusters
  Score: Raw -22960615.615725 + Penalty 5880.567624 = -22954735.048101
  nChanged 3
		SP:Iteration 30Q (38876.790000 sec): 3 clusters
  Score: Raw -22960619.424825 + Penalty 5880.567624 = -22954738.857201
  nChanged 6
		SP:Iteration 31Q (38877.910000 sec): 3 clusters
  Score: Raw -22960623.998807 + Penalty 5880.567624 = -22954743.431183
  nChanged 3
		SP:Iteration 32Q (38879.000000 sec): 3 clusters
  Score: Raw -22960628.016565 + Penalty 5880.567624 = -22954747.448941
  nChanged 1
		SP:Iteration 33Q (38880.150000 sec): 3 clusters
  Score: Raw -22960628.619290 + Penalty 5880.567624 = -22954748.051666
  nChanged 1
		SP:Iteration 34Q (38881.190000 sec): 3 clusters
  Score: Raw -22960629.232737 + Penalty 5880.567624 = -22954748.665113
  nChanged 0
		SP:Iteration 35F (38882.320000 sec): 3 clusters
  Score: Raw -22960629.232737 + Penalty 5880.567624 = -22954748.665113
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (7754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38882.450000 sec): 2 clusters
  Score: Raw -1170903.345532 + Penalty 2221.079101 = -1168682.266431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38882.620000 sec): 3 clusters
  Score: Raw -1166870.510877 + Penalty 4442.158203 = -1162428.352674
  nChanged 3162
		SP:Iteration 1F (38882.830000 sec): 3 clusters
  Score: Raw -1168727.367661 + Penalty 4442.158203 = -1164285.209459
  nChanged 646
		SP:Iteration 2F (38882.990000 sec): 3 clusters
  Score: Raw -1169190.093778 + Penalty 4442.158203 = -1164747.935575
  nChanged 531
		SP:Iteration 3F (38883.190000 sec): 3 clusters
  Score: Raw -1169544.662541 + Penalty 4442.158203 = -1165102.504339
  nChanged 429
		SP:Iteration 4F (38883.330000 sec): 3 clusters
  Score: Raw -1169833.065109 + Penalty 4442.158203 = -1165390.906906
  nChanged 377
		SP:Iteration 5Q (38883.530000 sec): 3 clusters
  Score: Raw -1170093.102159 + Penalty 4442.158203 = -1165650.943956
  nChanged 356
		SP:Iteration 6Q (38883.740000 sec): 3 clusters
  Score: Raw -1170316.856065 + Penalty 4442.158203 = -1165874.697863
  nChanged 309
		SP:Iteration 7Q (38883.900000 sec): 3 clusters
  Score: Raw -1170497.119448 + Penalty 4442.158203 = -1166054.961245
  nChanged 266
		SP:Iteration 8Q (38884.050000 sec): 3 clusters
  Score: Raw -1170635.938855 + Penalty 4442.158203 = -1166193.780653
  nChanged 219
		SP:Iteration 9Q (38884.240000 sec): 3 clusters
  Score: Raw -1170746.461826 + Penalty 4442.158203 = -1166304.303624
  nChanged 196
		SP:Iteration 10Q (38884.390000 sec): 3 clusters
  Score: Raw -1170850.323738 + Penalty 4442.158203 = -1166408.165535
  nChanged 181
		SP:Iteration 11Q (38884.580000 sec): 3 clusters
  Score: Raw -1170951.498533 + Penalty 4442.158203 = -1166509.340330
  nChanged 158
		SP:Iteration 12Q (38884.780000 sec): 3 clusters
  Score: Raw -1171030.142666 + Penalty 4442.158203 = -1166587.984463
  nChanged 123
		SP:Iteration 13Q (38884.950000 sec): 3 clusters
  Score: Raw -1171092.764176 + Penalty 4442.158203 = -1166650.605973
  nChanged 100
		SP:Iteration 14Q (38885.150000 sec): 3 clusters
  Score: Raw -1171139.513793 + Penalty 4442.158203 = -1166697.355590
  nChanged 81
		SP:Iteration 15Q (38885.280000 sec): 3 clusters
  Score: Raw -1171175.886913 + Penalty 4442.158203 = -1166733.728710
  nChanged 68
		SP:Iteration 16Q (38885.470000 sec): 3 clusters
  Score: Raw -1171203.006427 + Penalty 4442.158203 = -1166760.848225
  nChanged 66
		SP:Iteration 17Q (38885.670000 sec): 3 clusters
  Score: Raw -1171230.225211 + Penalty 4442.158203 = -1166788.067009
  nChanged 53
		SP:Iteration 18Q (38885.880000 sec): 3 clusters
  Score: Raw -1171249.518647 + Penalty 4442.158203 = -1166807.360444
  nChanged 43
		SP:Iteration 19Q (38886.110000 sec): 3 clusters
  Score: Raw -1171263.822474 + Penalty 4442.158203 = -1166821.664271
  nChanged 35
		SP:Iteration 20F (38886.270000 sec): 3 clusters
  Score: Raw -1171274.577630 + Penalty 4442.158203 = -1166832.419428
  nChanged 40
		SP:Iteration 21Q (38886.460000 sec): 3 clusters
  Score: Raw -1171288.653713 + Penalty 4442.158203 = -1166846.495511
  nChanged 43
		SP:Iteration 22Q (38886.630000 sec): 3 clusters
  Score: Raw -1171305.048776 + Penalty 4442.158203 = -1166862.890573
  nChanged 44
		SP:Iteration 23Q (38886.840000 sec): 3 clusters
  Score: Raw -1171322.131747 + Penalty 4442.158203 = -1166879.973544
  nChanged 54
		SP:Iteration 24Q (38886.950000 sec): 3 clusters
  Score: Raw -1171344.890399 + Penalty 4442.158203 = -1166902.732197
  nChanged 49
		SP:Iteration 25Q (38887.180000 sec): 3 clusters
  Score: Raw -1171363.101120 + Penalty 4442.158203 = -1166920.942918
  nChanged 46
		SP:Iteration 26Q (38887.330000 sec): 3 clusters
  Score: Raw -1171384.914841 + Penalty 4442.158203 = -1166942.756639
  nChanged 57
		SP:Iteration 27Q (38887.460000 sec): 3 clusters
  Score: Raw -1171409.289016 + Penalty 4442.158203 = -1166967.130814
  nChanged 49
		SP:Iteration 28Q (38887.650000 sec): 3 clusters
  Score: Raw -1171424.625730 + Penalty 4442.158203 = -1166982.467527
  nChanged 40
		SP:Iteration 29Q (38887.770000 sec): 3 clusters
  Score: Raw -1171439.145270 + Penalty 4442.158203 = -1166996.987068
  nChanged 37
		SP:Iteration 30Q (38887.930000 sec): 3 clusters
  Score: Raw -1171451.275797 + Penalty 4442.158203 = -1167009.117594
  nChanged 32
		SP:Iteration 31Q (38888.140000 sec): 3 clusters
  Score: Raw -1171461.482847 + Penalty 4442.158203 = -1167019.324644
  nChanged 25
		SP:Iteration 32Q (38888.330000 sec): 3 clusters
  Score: Raw -1171467.705792 + Penalty 4442.158203 = -1167025.547589
  nChanged 16
		SP:Iteration 33Q (38888.530000 sec): 3 clusters
  Score: Raw -1171473.887987 + Penalty 4442.158203 = -1167031.729784
  nChanged 26
		SP:Iteration 34Q (38888.670000 sec): 3 clusters
  Score: Raw -1171481.124266 + Penalty 4442.158203 = -1167038.966063
  nChanged 21
		SP:Iteration 35Q (38888.880000 sec): 3 clusters
  Score: Raw -1171487.483718 + Penalty 4442.158203 = -1167045.325515
  nChanged 14
		SP:Iteration 36Q (38889.040000 sec): 3 clusters
  Score: Raw -1171493.229401 + Penalty 4442.158203 = -1167051.071198
  nChanged 18
		SP:Iteration 37Q (38889.190000 sec): 3 clusters
  Score: Raw -1171499.421496 + Penalty 4442.158203 = -1167057.263293
  nChanged 19
		SP:Iteration 38Q (38889.340000 sec): 3 clusters
  Score: Raw -1171506.453478 + Penalty 4442.158203 = -1167064.295276
  nChanged 18
		SP:Iteration 39Q (38889.540000 sec): 3 clusters
  Score: Raw -1171513.595422 + Penalty 4442.158203 = -1167071.437219
  nChanged 12
		SP:Iteration 40F (38889.740000 sec): 3 clusters
  Score: Raw -1171517.377839 + Penalty 4442.158203 = -1167075.219636
  nChanged 12
		SP:Iteration 41Q (38889.910000 sec): 3 clusters
  Score: Raw -1171520.878825 + Penalty 4442.158203 = -1167078.720623
  nChanged 7
		SP:Iteration 42Q (38890.090000 sec): 3 clusters
  Score: Raw -1171523.892714 + Penalty 4442.158203 = -1167081.734511
  nChanged 5
		SP:Iteration 43Q (38890.320000 sec): 3 clusters
  Score: Raw -1171524.943378 + Penalty 4442.158203 = -1167082.785176
  nChanged 3
		SP:Iteration 44Q (38890.490000 sec): 3 clusters
  Score: Raw -1171525.728428 + Penalty 4442.158203 = -1167083.570226
  nChanged 3
		SP:Iteration 45Q (38890.640000 sec): 3 clusters
  Score: Raw -1171526.178263 + Penalty 4442.158203 = -1167084.020060
  nChanged 2
		SP:Iteration 46Q (38890.860000 sec): 3 clusters
  Score: Raw -1171526.740394 + Penalty 4442.158203 = -1167084.582191
  nChanged 2
		SP:Iteration 47Q (38891.010000 sec): 3 clusters
  Score: Raw -1171527.260965 + Penalty 4442.158203 = -1167085.102763
  nChanged 0
		SP:Iteration 48F (38891.180000 sec): 3 clusters
  Score: Raw -1171527.260965 + Penalty 4442.158203 = -1167085.102763
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (20970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38891.360000 sec): 2 clusters
  Score: Raw -3437937.688660 + Penalty 2467.810335 = -3435469.878325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38891.680000 sec): 3 clusters
  Score: Raw -3425746.707970 + Penalty 4935.620669 = -3420811.087301
  nChanged 9255
		SP:Iteration 1F (38891.940000 sec): 3 clusters
  Score: Raw -3430634.789729 + Penalty 4935.620669 = -3425699.169059
  nChanged 1070
		SP:Iteration 2F (38892.260000 sec): 3 clusters
  Score: Raw -3431003.558061 + Penalty 4935.620669 = -3426067.937392
  nChanged 918
		SP:Iteration 3Q (38892.570000 sec): 3 clusters
  Score: Raw -3431293.640215 + Penalty 4935.620669 = -3426358.019546
  nChanged 811
		SP:Iteration 4Q (38892.870000 sec): 3 clusters
  Score: Raw -3431546.706675 + Penalty 4935.620669 = -3426611.086005
  nChanged 720
		SP:Iteration 5Q (38893.180000 sec): 3 clusters
  Score: Raw -3431765.587258 + Penalty 4935.620669 = -3426829.966588
  nChanged 674
		SP:Iteration 6Q (38893.480000 sec): 3 clusters
  Score: Raw -3431981.209303 + Penalty 4935.620669 = -3427045.588634
  nChanged 651
		SP:Iteration 7Q (38893.790000 sec): 3 clusters
  Score: Raw -3432192.431832 + Penalty 4935.620669 = -3427256.811162
  nChanged 685
		SP:Iteration 8Q (38894.120000 sec): 3 clusters
  Score: Raw -3432413.944969 + Penalty 4935.620669 = -3427478.324300
  nChanged 643
		SP:Iteration 9Q (38894.410000 sec): 3 clusters
  Score: Raw -3432623.744767 + Penalty 4935.620669 = -3427688.124097
  nChanged 633
		SP:Iteration 10Q (38894.710000 sec): 3 clusters
  Score: Raw -3432831.639541 + Penalty 4935.620669 = -3427896.018871
  nChanged 628
		SP:Iteration 11Q (38895.000000 sec): 3 clusters
  Score: Raw -3433060.173803 + Penalty 4935.620669 = -3428124.553134
  nChanged 635
		SP:Iteration 12Q (38895.260000 sec): 3 clusters
  Score: Raw -3433298.221812 + Penalty 4935.620669 = -3428362.601143
  nChanged 617
		SP:Iteration 13Q (38895.510000 sec): 3 clusters
  Score: Raw -3433545.731148 + Penalty 4935.620669 = -3428610.110478
  nChanged 621
		SP:Iteration 14Q (38895.830000 sec): 3 clusters
  Score: Raw -3433820.513944 + Penalty 4935.620669 = -3428884.893275
  nChanged 646
		SP:Iteration 15Q (38896.110000 sec): 3 clusters
  Score: Raw -3434120.013099 + Penalty 4935.620669 = -3429184.392430
  nChanged 643
		SP:Iteration 16Q (38896.370000 sec): 3 clusters
  Score: Raw -3434417.121685 + Penalty 4935.620669 = -3429481.501016
  nChanged 630
		SP:Iteration 17Q (38896.710000 sec): 3 clusters
  Score: Raw -3434737.344013 + Penalty 4935.620669 = -3429801.723344
  nChanged 644
		SP:Iteration 18Q (38896.960000 sec): 3 clusters
  Score: Raw -3435067.849278 + Penalty 4935.620669 = -3430132.228608
  nChanged 663
		SP:Iteration 19Q (38897.290000 sec): 3 clusters
  Score: Raw -3435396.215192 + Penalty 4935.620669 = -3430460.594523
  nChanged 686
		SP:Iteration 20F (38897.550000 sec): 3 clusters
  Score: Raw -3435747.656652 + Penalty 4935.620669 = -3430812.035982
  nChanged 687
		SP:Iteration 21Q (38897.810000 sec): 3 clusters
  Score: Raw -3436080.909845 + Penalty 4935.620669 = -3431145.289175
  nChanged 648
		SP:Iteration 22Q (38898.080000 sec): 3 clusters
  Score: Raw -3436367.744421 + Penalty 4935.620669 = -3431432.123751
  nChanged 633
		SP:Iteration 23Q (38898.360000 sec): 3 clusters
  Score: Raw -3436660.004967 + Penalty 4935.620669 = -3431724.384297
  nChanged 570
		SP:Iteration 24Q (38898.650000 sec): 3 clusters
  Score: Raw -3436915.075210 + Penalty 4935.620669 = -3431979.454541
  nChanged 509
		SP:Iteration 25Q (38898.960000 sec): 3 clusters
  Score: Raw -3437135.210096 + Penalty 4935.620669 = -3432199.589427
  nChanged 451
		SP:Iteration 26Q (38899.240000 sec): 3 clusters
  Score: Raw -3437304.540603 + Penalty 4935.620669 = -3432368.919934
  nChanged 387
		SP:Iteration 27Q (38899.490000 sec): 3 clusters
  Score: Raw -3437446.825069 + Penalty 4935.620669 = -3432511.204400
  nChanged 321
		SP:Iteration 28Q (38899.780000 sec): 3 clusters
  Score: Raw -3437567.590203 + Penalty 4935.620669 = -3432631.969533
  nChanged 284
		SP:Iteration 29Q (38900.020000 sec): 3 clusters
  Score: Raw -3437672.892045 + Penalty 4935.620669 = -3432737.271375
  nChanged 246
		SP:Iteration 30Q (38900.310000 sec): 3 clusters
  Score: Raw -3437761.443270 + Penalty 4935.620669 = -3432825.822600
  nChanged 217
		SP:Iteration 31Q (38900.590000 sec): 3 clusters
  Score: Raw -3437834.914615 + Penalty 4935.620669 = -3432899.293945
  nChanged 198
		SP:Iteration 32Q (38900.890000 sec): 3 clusters
  Score: Raw -3437906.096530 + Penalty 4935.620669 = -3432970.475861
  nChanged 169
		SP:Iteration 33Q (38901.160000 sec): 3 clusters
  Score: Raw -3437970.408048 + Penalty 4935.620669 = -3433034.787379
  nChanged 171
		SP:Iteration 34Q (38901.410000 sec): 3 clusters
  Score: Raw -3438037.209521 + Penalty 4935.620669 = -3433101.588851
  nChanged 145
		SP:Iteration 35Q (38901.700000 sec): 3 clusters
  Score: Raw -3438087.118869 + Penalty 4935.620669 = -3433151.498200
  nChanged 115
		SP:Iteration 36Q (38901.940000 sec): 3 clusters
  Score: Raw -3438129.848744 + Penalty 4935.620669 = -3433194.228074
  nChanged 105
		SP:Iteration 37Q (38902.200000 sec): 3 clusters
  Score: Raw -3438167.603950 + Penalty 4935.620669 = -3433231.983281
  nChanged 99
		SP:Iteration 38Q (38902.490000 sec): 3 clusters
  Score: Raw -3438200.059911 + Penalty 4935.620669 = -3433264.439242
  nChanged 74
		SP:Iteration 39Q (38902.750000 sec): 3 clusters
  Score: Raw -3438225.955095 + Penalty 4935.620669 = -3433290.334425
  nChanged 67
		SP:Iteration 40F (38903.050000 sec): 3 clusters
  Score: Raw -3438247.219608 + Penalty 4935.620669 = -3433311.598939
  nChanged 61
		SP:Iteration 41Q (38903.290000 sec): 3 clusters
  Score: Raw -3438269.163114 + Penalty 4935.620669 = -3433333.542444
  nChanged 54
		SP:Iteration 42Q (38903.550000 sec): 3 clusters
  Score: Raw -3438286.692413 + Penalty 4935.620669 = -3433351.071744
  nChanged 47
		SP:Iteration 43Q (38903.840000 sec): 3 clusters
  Score: Raw -3438304.905110 + Penalty 4935.620669 = -3433369.284441
  nChanged 47
		SP:Iteration 44Q (38904.140000 sec): 3 clusters
  Score: Raw -3438320.797151 + Penalty 4935.620669 = -3433385.176482
  nChanged 39
		SP:Iteration 45Q (38904.370000 sec): 3 clusters
  Score: Raw -3438334.365704 + Penalty 4935.620669 = -3433398.745034
  nChanged 41
		SP:Iteration 46Q (38904.650000 sec): 3 clusters
  Score: Raw -3438348.815301 + Penalty 4935.620669 = -3433413.194631
  nChanged 31
		SP:Iteration 47Q (38904.860000 sec): 3 clusters
  Score: Raw -3438360.663064 + Penalty 4935.620669 = -3433425.042394
  nChanged 29
		SP:Iteration 48Q (38905.090000 sec): 3 clusters
  Score: Raw -3438371.947364 + Penalty 4935.620669 = -3433436.326695
  nChanged 32
		SP:Iteration 49Q (38905.340000 sec): 3 clusters
  Score: Raw -3438384.926104 + Penalty 4935.620669 = -3433449.305435
  nChanged 33
		SP:Iteration 50Q (38905.620000 sec): 3 clusters
  Score: Raw -3438399.194622 + Penalty 4935.620669 = -3433463.573953
  nChanged 28
		SP:Iteration 51Q (38905.860000 sec): 3 clusters
  Score: Raw -3438409.722860 + Penalty 4935.620669 = -3433474.102191
  nChanged 21
		SP:Iteration 52Q (38906.140000 sec): 3 clusters
  Score: Raw -3438416.818740 + Penalty 4935.620669 = -3433481.198071
  nChanged 19
		SP:Iteration 53Q (38906.400000 sec): 3 clusters
  Score: Raw -3438423.525040 + Penalty 4935.620669 = -3433487.904370
  nChanged 17
		SP:Iteration 54Q (38906.660000 sec): 3 clusters
  Score: Raw -3438429.262862 + Penalty 4935.620669 = -3433493.642192
  nChanged 11
		SP:Iteration 55Q (38906.900000 sec): 3 clusters
  Score: Raw -3438432.394339 + Penalty 4935.620669 = -3433496.773669
  nChanged 9
		SP:Iteration 56Q (38907.190000 sec): 3 clusters
  Score: Raw -3438434.651344 + Penalty 4935.620669 = -3433499.030674
  nChanged 8
		SP:Iteration 57Q (38907.450000 sec): 3 clusters
  Score: Raw -3438437.208367 + Penalty 4935.620669 = -3433501.587697
  nChanged 12
		SP:Iteration 58Q (38907.720000 sec): 3 clusters
  Score: Raw -3438440.945780 + Penalty 4935.620669 = -3433505.325110
  nChanged 13
		SP:Iteration 59Q (38907.930000 sec): 3 clusters
  Score: Raw -3438444.595530 + Penalty 4935.620669 = -3433508.974861
  nChanged 11
		SP:Iteration 60F (38908.230000 sec): 3 clusters
  Score: Raw -3438448.935241 + Penalty 4935.620669 = -3433513.314571
  nChanged 8
		SP:Iteration 61Q (38908.470000 sec): 3 clusters
  Score: Raw -3438452.103610 + Penalty 4935.620669 = -3433516.482941
  nChanged 10
		SP:Iteration 62Q (38908.820000 sec): 3 clusters
  Score: Raw -3438455.417863 + Penalty 4935.620669 = -3433519.797194
  nChanged 10
		SP:Iteration 63Q (38909.100000 sec): 3 clusters
  Score: Raw -3438458.394636 + Penalty 4935.620669 = -3433522.773967
  nChanged 8
		SP:Iteration 64Q (38909.400000 sec): 3 clusters
  Score: Raw -3438460.870237 + Penalty 4935.620669 = -3433525.249568
  nChanged 6
		SP:Iteration 65Q (38909.630000 sec): 3 clusters
  Score: Raw -3438462.362107 + Penalty 4935.620669 = -3433526.741437
  nChanged 1
		SP:Iteration 66Q (38909.920000 sec): 3 clusters
  Score: Raw -3438462.521439 + Penalty 4935.620669 = -3433526.900770
  nChanged 0
		SP:Iteration 67F (38910.160000 sec): 3 clusters
  Score: Raw -3438462.521439 + Penalty 4935.620669 = -3433526.900770
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (3364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38910.260000 sec): 2 clusters
  Score: Raw -535244.987321 + Penalty 2013.979733 = -533231.007588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38910.450000 sec): 3 clusters
  Score: Raw -533806.293768 + Penalty 4027.959466 = -529778.334301
  nChanged 1185
		SP:Iteration 1F (38910.570000 sec): 3 clusters
  Score: Raw -534541.198977 + Penalty 4027.959466 = -530513.239511
  nChanged 250
		SP:Iteration 2F (38910.700000 sec): 3 clusters
  Score: Raw -534711.136312 + Penalty 4027.959466 = -530683.176846
  nChanged 171
		SP:Iteration 3F (38910.890000 sec): 3 clusters
  Score: Raw -534840.791597 + Penalty 4027.959466 = -530812.832131
  nChanged 157
		SP:Iteration 4Q (38911.020000 sec): 3 clusters
  Score: Raw -534964.279444 + Penalty 4027.959466 = -530936.319977
  nChanged 146
		SP:Iteration 5Q (38911.150000 sec): 3 clusters
  Score: Raw -535093.765050 + Penalty 4027.959466 = -531065.805584
  nChanged 154
		SP:Iteration 6Q (38911.270000 sec): 3 clusters
  Score: Raw -535243.087665 + Penalty 4027.959466 = -531215.128198
  nChanged 151
		SP:Iteration 7Q (38911.450000 sec): 3 clusters
  Score: Raw -535393.724012 + Penalty 4027.959466 = -531365.764546
  nChanged 132
		SP:Iteration 8Q (38911.560000 sec): 3 clusters
  Score: Raw -535510.966129 + Penalty 4027.959466 = -531483.006662
  nChanged 104
		SP:Iteration 9Q (38911.680000 sec): 3 clusters
  Score: Raw -535606.520397 + Penalty 4027.959466 = -531578.560930
  nChanged 75
		SP:Iteration 10Q (38911.820000 sec): 3 clusters
  Score: Raw -535677.059622 + Penalty 4027.959466 = -531649.100156
  nChanged 60
		SP:Iteration 11Q (38911.970000 sec): 3 clusters
  Score: Raw -535739.018519 + Penalty 4027.959466 = -531711.059053
  nChanged 44
		SP:Iteration 12Q (38912.100000 sec): 3 clusters
  Score: Raw -535780.415215 + Penalty 4027.959466 = -531752.455748
  nChanged 35
		SP:Iteration 13Q (38912.260000 sec): 3 clusters
  Score: Raw -535815.549454 + Penalty 4027.959466 = -531787.589987
  nChanged 30
		SP:Iteration 14Q (38912.420000 sec): 3 clusters
  Score: Raw -535840.113262 + Penalty 4027.959466 = -531812.153796
  nChanged 19
		SP:Iteration 15Q (38912.560000 sec): 3 clusters
  Score: Raw -535853.264501 + Penalty 4027.959466 = -531825.305035
  nChanged 20
		SP:Iteration 16Q (38912.700000 sec): 3 clusters
  Score: Raw -535867.697149 + Penalty 4027.959466 = -531839.737682
  nChanged 18
		SP:Iteration 17Q (38912.890000 sec): 3 clusters
  Score: Raw -535885.241104 + Penalty 4027.959466 = -531857.281637
  nChanged 20
		SP:Iteration 18Q (38913.050000 sec): 3 clusters
  Score: Raw -535903.863249 + Penalty 4027.959466 = -531875.903782
  nChanged 23
		SP:Iteration 19Q (38913.180000 sec): 3 clusters
  Score: Raw -535918.365100 + Penalty 4027.959466 = -531890.405633
  nChanged 7
		SP:Iteration 20F (38913.310000 sec): 3 clusters
  Score: Raw -535922.610869 + Penalty 4027.959466 = -531894.651402
  nChanged 10
		SP:Iteration 21Q (38913.480000 sec): 3 clusters
  Score: Raw -535928.175316 + Penalty 4027.959466 = -531900.215850
  nChanged 10
		SP:Iteration 22Q (38913.620000 sec): 3 clusters
  Score: Raw -535933.996106 + Penalty 4027.959466 = -531906.036640
  nChanged 4
		SP:Iteration 23Q (38913.760000 sec): 3 clusters
  Score: Raw -535935.671247 + Penalty 4027.959466 = -531907.711781
  nChanged 6
		SP:Iteration 24Q (38913.880000 sec): 3 clusters
  Score: Raw -535939.316476 + Penalty 4027.959466 = -531911.357009
  nChanged 4
		SP:Iteration 25Q (38914.060000 sec): 3 clusters
  Score: Raw -535942.396272 + Penalty 4027.959466 = -531914.436805
  nChanged 5
		SP:Iteration 26Q (38914.170000 sec): 3 clusters
  Score: Raw -535945.976178 + Penalty 4027.959466 = -531918.016712
  nChanged 4
		SP:Iteration 27Q (38914.360000 sec): 3 clusters
  Score: Raw -535947.965219 + Penalty 4027.959466 = -531920.005753
  nChanged 2
		SP:Iteration 28Q (38914.520000 sec): 3 clusters
  Score: Raw -535948.588174 + Penalty 4027.959466 = -531920.628707
  nChanged 1
		SP:Iteration 29Q (38914.700000 sec): 3 clusters
  Score: Raw -535949.192993 + Penalty 4027.959466 = -531921.233527
  nChanged 1
		SP:Iteration 30Q (38914.880000 sec): 3 clusters
  Score: Raw -535949.577446 + Penalty 4027.959466 = -531921.617980
  nChanged 1
		SP:Iteration 31Q (38915.050000 sec): 3 clusters
  Score: Raw -535950.348498 + Penalty 4027.959466 = -531922.389032
  nChanged 5
		SP:Iteration 32Q (38915.230000 sec): 3 clusters
  Score: Raw -535952.881955 + Penalty 4027.959466 = -531924.922488
  nChanged 1
		SP:Iteration 33Q (38915.400000 sec): 3 clusters
  Score: Raw -535953.363598 + Penalty 4027.959466 = -531925.404131
  nChanged 1
		SP:Iteration 34Q (38915.580000 sec): 3 clusters
  Score: Raw -535953.590994 + Penalty 4027.959466 = -531925.631527
  nChanged 0
		SP:Iteration 35F (38915.760000 sec): 3 clusters
  Score: Raw -535953.590994 + Penalty 4027.959466 = -531925.631527
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (8011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38915.890000 sec): 2 clusters
  Score: Raw -1134709.657321 + Penalty 2229.165577 = -1132480.491744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38916.170000 sec): 3 clusters
  Score: Raw -1130516.754776 + Penalty 4458.331155 = -1126058.423622
  nChanged 3326
		SP:Iteration 1F (38916.380000 sec): 3 clusters
  Score: Raw -1132618.285252 + Penalty 4458.331155 = -1128159.954097
  nChanged 782
		SP:Iteration 2F (38916.600000 sec): 3 clusters
  Score: Raw -1133287.798495 + Penalty 4458.331155 = -1128829.467340
  nChanged 631
		SP:Iteration 3F (38916.810000 sec): 3 clusters
  Score: Raw -1133821.978539 + Penalty 4458.331155 = -1129363.647384
  nChanged 552
		SP:Iteration 4F (38917.030000 sec): 3 clusters
  Score: Raw -1134299.374384 + Penalty 4458.331155 = -1129841.043230
  nChanged 483
		SP:Iteration 5F (38917.240000 sec): 3 clusters
  Score: Raw -1134701.824970 + Penalty 4458.331155 = -1130243.493815
  nChanged 386
		SP:Iteration 6Q (38917.460000 sec): 3 clusters
  Score: Raw -1134990.328856 + Penalty 4458.331155 = -1130531.997701
  nChanged 303
		SP:Iteration 7Q (38917.670000 sec): 3 clusters
  Score: Raw -1135198.423799 + Penalty 4458.331155 = -1130740.092644
  nChanged 224
		SP:Iteration 8Q (38917.890000 sec): 3 clusters
  Score: Raw -1135363.227551 + Penalty 4458.331155 = -1130904.896397
  nChanged 204
		SP:Iteration 9Q (38918.100000 sec): 3 clusters
  Score: Raw -1135494.492724 + Penalty 4458.331155 = -1131036.161569
  nChanged 163
		SP:Iteration 10Q (38918.320000 sec): 3 clusters
  Score: Raw -1135592.032509 + Penalty 4458.331155 = -1131133.701355
  nChanged 152
		SP:Iteration 11Q (38918.530000 sec): 3 clusters
  Score: Raw -1135681.679823 + Penalty 4458.331155 = -1131223.348669
  nChanged 130
		SP:Iteration 12Q (38918.790000 sec): 3 clusters
  Score: Raw -1135752.945628 + Penalty 4458.331155 = -1131294.614473
  nChanged 113
		SP:Iteration 13Q (38918.970000 sec): 3 clusters
  Score: Raw -1135811.285951 + Penalty 4458.331155 = -1131352.954797
  nChanged 98
		SP:Iteration 14Q (38919.190000 sec): 3 clusters
  Score: Raw -1135860.519759 + Penalty 4458.331155 = -1131402.188604
  nChanged 94
		SP:Iteration 15Q (38919.490000 sec): 3 clusters
  Score: Raw -1135901.893602 + Penalty 4458.331155 = -1131443.562448
  nChanged 76
		SP:Iteration 16Q (38919.670000 sec): 3 clusters
  Score: Raw -1135937.649444 + Penalty 4458.331155 = -1131479.318290
  nChanged 73
		SP:Iteration 17Q (38919.970000 sec): 3 clusters
  Score: Raw -1135970.317195 + Penalty 4458.331155 = -1131511.986041
  nChanged 69
		SP:Iteration 18Q (38920.150000 sec): 3 clusters
  Score: Raw -1135997.055065 + Penalty 4458.331155 = -1131538.723911
  nChanged 61
		SP:Iteration 19Q (38920.460000 sec): 3 clusters
  Score: Raw -1136023.251246 + Penalty 4458.331155 = -1131564.920091
  nChanged 66
		SP:Iteration 20F (38920.600000 sec): 3 clusters
  Score: Raw -1136049.043763 + Penalty 4458.331155 = -1131590.712608
  nChanged 61
		SP:Iteration 21Q (38920.810000 sec): 3 clusters
  Score: Raw -1136071.802074 + Penalty 4458.331155 = -1131613.470920
  nChanged 58
		SP:Iteration 22Q (38921.030000 sec): 3 clusters
  Score: Raw -1136097.681199 + Penalty 4458.331155 = -1131639.350045
  nChanged 62
		SP:Iteration 23Q (38921.240000 sec): 3 clusters
  Score: Raw -1136123.668560 + Penalty 4458.331155 = -1131665.337405
  nChanged 51
		SP:Iteration 24Q (38921.460000 sec): 3 clusters
  Score: Raw -1136143.164639 + Penalty 4458.331155 = -1131684.833484
  nChanged 51
		SP:Iteration 25Q (38921.670000 sec): 3 clusters
  Score: Raw -1136159.746064 + Penalty 4458.331155 = -1131701.414910
  nChanged 50
		SP:Iteration 26Q (38921.890000 sec): 3 clusters
  Score: Raw -1136175.321786 + Penalty 4458.331155 = -1131716.990632
  nChanged 37
		SP:Iteration 27Q (38922.100000 sec): 3 clusters
  Score: Raw -1136188.756991 + Penalty 4458.331155 = -1131730.425837
  nChanged 34
		SP:Iteration 28Q (38922.310000 sec): 3 clusters
  Score: Raw -1136198.722466 + Penalty 4458.331155 = -1131740.391311
  nChanged 24
		SP:Iteration 29Q (38922.530000 sec): 3 clusters
  Score: Raw -1136204.983429 + Penalty 4458.331155 = -1131746.652275
  nChanged 17
		SP:Iteration 30Q (38922.740000 sec): 3 clusters
  Score: Raw -1136209.686031 + Penalty 4458.331155 = -1131751.354876
  nChanged 14
		SP:Iteration 31Q (38922.960000 sec): 3 clusters
  Score: Raw -1136213.272772 + Penalty 4458.331155 = -1131754.941618
  nChanged 15
		SP:Iteration 32Q (38923.170000 sec): 3 clusters
  Score: Raw -1136216.869589 + Penalty 4458.331155 = -1131758.538434
  nChanged 12
		SP:Iteration 33Q (38923.390000 sec): 3 clusters
  Score: Raw -1136219.656359 + Penalty 4458.331155 = -1131761.325205
  nChanged 7
		SP:Iteration 34Q (38923.600000 sec): 3 clusters
  Score: Raw -1136221.134327 + Penalty 4458.331155 = -1131762.803172
  nChanged 11
		SP:Iteration 35Q (38923.810000 sec): 3 clusters
  Score: Raw -1136225.608558 + Penalty 4458.331155 = -1131767.277403
  nChanged 20
		SP:Iteration 36Q (38924.030000 sec): 3 clusters
  Score: Raw -1136231.631587 + Penalty 4458.331155 = -1131773.300432
  nChanged 24
		SP:Iteration 37Q (38924.250000 sec): 3 clusters
  Score: Raw -1136238.654567 + Penalty 4458.331155 = -1131780.323413
  nChanged 19
		SP:Iteration 38Q (38924.470000 sec): 3 clusters
  Score: Raw -1136243.794460 + Penalty 4458.331155 = -1131785.463305
  nChanged 19
		SP:Iteration 39Q (38924.680000 sec): 3 clusters
  Score: Raw -1136248.183484 + Penalty 4458.331155 = -1131789.852329
  nChanged 15
		SP:Iteration 40F (38924.900000 sec): 3 clusters
  Score: Raw -1136251.253241 + Penalty 4458.331155 = -1131792.922086
  nChanged 11
		SP:Iteration 41Q (38925.120000 sec): 3 clusters
  Score: Raw -1136252.420472 + Penalty 4458.331155 = -1131794.089318
  nChanged 5
		SP:Iteration 42Q (38925.340000 sec): 3 clusters
  Score: Raw -1136253.993544 + Penalty 4458.331155 = -1131795.662390
  nChanged 13
		SP:Iteration 43Q (38925.550000 sec): 3 clusters
  Score: Raw -1136256.867560 + Penalty 4458.331155 = -1131798.536405
  nChanged 9
		SP:Iteration 44Q (38925.770000 sec): 3 clusters
  Score: Raw -1136259.325200 + Penalty 4458.331155 = -1131800.994045
  nChanged 8
		SP:Iteration 45Q (38925.990000 sec): 3 clusters
  Score: Raw -1136261.452914 + Penalty 4458.331155 = -1131803.121760
  nChanged 11
		SP:Iteration 46Q (38926.200000 sec): 3 clusters
  Score: Raw -1136263.762165 + Penalty 4458.331155 = -1131805.431011
  nChanged 9
		SP:Iteration 47Q (38926.420000 sec): 3 clusters
  Score: Raw -1136265.031861 + Penalty 4458.331155 = -1131806.700706
  nChanged 6
		SP:Iteration 48Q (38926.640000 sec): 3 clusters
  Score: Raw -1136266.404465 + Penalty 4458.331155 = -1131808.073311
  nChanged 7
		SP:Iteration 49Q (38926.850000 sec): 3 clusters
  Score: Raw -1136267.671328 + Penalty 4458.331155 = -1131809.340174
  nChanged 5
		SP:Iteration 50Q (38927.070000 sec): 3 clusters
  Score: Raw -1136268.262063 + Penalty 4458.331155 = -1131809.930908
  nChanged 3
		SP:Iteration 51Q (38927.290000 sec): 3 clusters
  Score: Raw -1136268.845492 + Penalty 4458.331155 = -1131810.514337
  nChanged 2
		SP:Iteration 52Q (38927.510000 sec): 3 clusters
  Score: Raw -1136269.051486 + Penalty 4458.331155 = -1131810.720331
  nChanged 3
		SP:Iteration 53Q (38927.730000 sec): 3 clusters
  Score: Raw -1136270.272256 + Penalty 4458.331155 = -1131811.941101
  nChanged 5
		SP:Iteration 54Q (38927.940000 sec): 3 clusters
  Score: Raw -1136270.944511 + Penalty 4458.331155 = -1131812.613356
  nChanged 3
		SP:Iteration 55Q (38928.160000 sec): 3 clusters
  Score: Raw -1136271.268071 + Penalty 4458.331155 = -1131812.936916
  nChanged 1
		SP:Iteration 56Q (38928.380000 sec): 3 clusters
  Score: Raw -1136271.402136 + Penalty 4458.331155 = -1131813.070981
  nChanged 1
		SP:Iteration 57Q (38928.590000 sec): 3 clusters
  Score: Raw -1136271.436708 + Penalty 4458.331155 = -1131813.105554
  nChanged 0
		SP:Iteration 58F (38928.810000 sec): 3 clusters
  Score: Raw -1136271.436708 + Penalty 4458.331155 = -1131813.105554
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (6094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38928.910000 sec): 2 clusters
  Score: Raw -981335.844719 + Penalty 2161.334870 = -979174.509849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38929.110000 sec): 3 clusters
  Score: Raw -978362.163571 + Penalty 4322.669740 = -974039.493832
  nChanged 2377
		SP:Iteration 1F (38929.310000 sec): 3 clusters
  Score: Raw -979824.164401 + Penalty 4322.669740 = -975501.494661
  nChanged 506
		SP:Iteration 2F (38929.500000 sec): 3 clusters
  Score: Raw -980170.884062 + Penalty 4322.669740 = -975848.214322
  nChanged 391
		SP:Iteration 3F (38929.690000 sec): 3 clusters
  Score: Raw -980430.964085 + Penalty 4322.669740 = -976108.294346
  nChanged 327
		SP:Iteration 4F (38929.890000 sec): 3 clusters
  Score: Raw -980684.762961 + Penalty 4322.669740 = -976362.093221
  nChanged 304
		SP:Iteration 5Q (38930.080000 sec): 3 clusters
  Score: Raw -980934.674761 + Penalty 4322.669740 = -976612.005021
  nChanged 302
		SP:Iteration 6Q (38930.270000 sec): 3 clusters
  Score: Raw -981182.113668 + Penalty 4322.669740 = -976859.443928
  nChanged 276
		SP:Iteration 7Q (38930.470000 sec): 3 clusters
  Score: Raw -981398.534036 + Penalty 4322.669740 = -977075.864296
  nChanged 238
		SP:Iteration 8Q (38930.700000 sec): 3 clusters
  Score: Raw -981573.832045 + Penalty 4322.669740 = -977251.162305
  nChanged 182
		SP:Iteration 9Q (38930.860000 sec): 3 clusters
  Score: Raw -981700.056145 + Penalty 4322.669740 = -977377.386405
  nChanged 139
		SP:Iteration 10Q (38931.070000 sec): 3 clusters
  Score: Raw -981823.226983 + Penalty 4322.669740 = -977500.557243
  nChanged 119
		SP:Iteration 11Q (38931.290000 sec): 3 clusters
  Score: Raw -981931.317543 + Penalty 4322.669740 = -977608.647803
  nChanged 109
		SP:Iteration 12Q (38931.450000 sec): 3 clusters
  Score: Raw -982007.468608 + Penalty 4322.669740 = -977684.798868
  nChanged 94
		SP:Iteration 13Q (38931.670000 sec): 3 clusters
  Score: Raw -982058.276126 + Penalty 4322.669740 = -977735.606386
  nChanged 56
		SP:Iteration 14Q (38931.830000 sec): 3 clusters
  Score: Raw -982083.656839 + Penalty 4322.669740 = -977760.987100
  nChanged 43
		SP:Iteration 15Q (38932.050000 sec): 3 clusters
  Score: Raw -982100.756594 + Penalty 4322.669740 = -977778.086854
  nChanged 41
		SP:Iteration 16Q (38932.270000 sec): 3 clusters
  Score: Raw -982118.303601 + Penalty 4322.669740 = -977795.633862
  nChanged 44
		SP:Iteration 17Q (38932.510000 sec): 3 clusters
  Score: Raw -982133.122910 + Penalty 4322.669740 = -977810.453170
  nChanged 35
		SP:Iteration 18Q (38932.750000 sec): 3 clusters
  Score: Raw -982144.274464 + Penalty 4322.669740 = -977821.604725
  nChanged 25
		SP:Iteration 19Q (38932.960000 sec): 3 clusters
  Score: Raw -982154.689203 + Penalty 4322.669740 = -977832.019463
  nChanged 28
		SP:Iteration 20F (38933.150000 sec): 3 clusters
  Score: Raw -982164.389250 + Penalty 4322.669740 = -977841.719510
  nChanged 24
		SP:Iteration 21Q (38933.330000 sec): 3 clusters
  Score: Raw -982171.223804 + Penalty 4322.669740 = -977848.554064
  nChanged 18
		SP:Iteration 22Q (38933.590000 sec): 3 clusters
  Score: Raw -982175.566507 + Penalty 4322.669740 = -977852.896767
  nChanged 14
		SP:Iteration 23Q (38933.740000 sec): 3 clusters
  Score: Raw -982178.694674 + Penalty 4322.669740 = -977856.024934
  nChanged 5
		SP:Iteration 24Q (38933.970000 sec): 3 clusters
  Score: Raw -982179.984479 + Penalty 4322.669740 = -977857.314739
  nChanged 5
		SP:Iteration 25Q (38934.190000 sec): 3 clusters
  Score: Raw -982181.424277 + Penalty 4322.669740 = -977858.754537
  nChanged 3
		SP:Iteration 26Q (38934.400000 sec): 3 clusters
  Score: Raw -982182.003087 + Penalty 4322.669740 = -977859.333347
  nChanged 3
		SP:Iteration 27Q (38934.620000 sec): 3 clusters
  Score: Raw -982182.862171 + Penalty 4322.669740 = -977860.192431
  nChanged 5
		SP:Iteration 28Q (38934.810000 sec): 3 clusters
  Score: Raw -982184.423095 + Penalty 4322.669740 = -977861.753355
  nChanged 4
		SP:Iteration 29Q (38935.070000 sec): 3 clusters
  Score: Raw -982185.044327 + Penalty 4322.669740 = -977862.374587
  nChanged 5
		SP:Iteration 30Q (38935.310000 sec): 3 clusters
  Score: Raw -982186.368220 + Penalty 4322.669740 = -977863.698480
  nChanged 2
		SP:Iteration 31Q (38935.530000 sec): 3 clusters
  Score: Raw -982187.122854 + Penalty 4322.669740 = -977864.453114
  nChanged 1
		SP:Iteration 32Q (38935.810000 sec): 3 clusters
  Score: Raw -982187.490940 + Penalty 4322.669740 = -977864.821200
  nChanged 3
		SP:Iteration 33Q (38936.020000 sec): 3 clusters
  Score: Raw -982188.265663 + Penalty 4322.669740 = -977865.595923
  nChanged 3
		SP:Iteration 34Q (38936.200000 sec): 3 clusters
  Score: Raw -982188.629472 + Penalty 4322.669740 = -977865.959732
  nChanged 0
		SP:Iteration 35F (38936.380000 sec): 3 clusters
  Score: Raw -982188.629472 + Penalty 4322.669740 = -977865.959732
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (3997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38936.530000 sec): 2 clusters
  Score: Raw -602125.415076 + Penalty 2056.738241 = -600068.676835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38936.710000 sec): 3 clusters
  Score: Raw -600316.510092 + Penalty 4113.476482 = -596203.033610
  nChanged 1456
		SP:Iteration 1F (38936.950000 sec): 3 clusters
  Score: Raw -601218.409225 + Penalty 4113.476482 = -597104.932743
  nChanged 332
		SP:Iteration 2F (38937.170000 sec): 3 clusters
  Score: Raw -601525.338637 + Penalty 4113.476482 = -597411.862155
  nChanged 258
		SP:Iteration 3F (38937.370000 sec): 3 clusters
  Score: Raw -601762.682789 + Penalty 4113.476482 = -597649.206307
  nChanged 205
		SP:Iteration 4F (38937.590000 sec): 3 clusters
  Score: Raw -601939.688443 + Penalty 4113.476482 = -597826.211961
  nChanged 190
		SP:Iteration 5Q (38937.780000 sec): 3 clusters
  Score: Raw -602088.722640 + Penalty 4113.476482 = -597975.246158
  nChanged 147
		SP:Iteration 6Q (38938.080000 sec): 3 clusters
  Score: Raw -602199.131692 + Penalty 4113.476482 = -598085.655210
  nChanged 124
		SP:Iteration 7Q (38938.340000 sec): 3 clusters
  Score: Raw -602283.810062 + Penalty 4113.476482 = -598170.333580
  nChanged 115
		SP:Iteration 8Q (38938.580000 sec): 3 clusters
  Score: Raw -602348.292977 + Penalty 4113.476482 = -598234.816495
  nChanged 70
		SP:Iteration 9Q (38938.780000 sec): 3 clusters
  Score: Raw -602387.092394 + Penalty 4113.476482 = -598273.615912
  nChanged 49
		SP:Iteration 10Q (38938.930000 sec): 3 clusters
  Score: Raw -602416.742291 + Penalty 4113.476482 = -598303.265809
  nChanged 46
		SP:Iteration 11Q (38939.150000 sec): 3 clusters
  Score: Raw -602452.004097 + Penalty 4113.476482 = -598338.527615
  nChanged 53
		SP:Iteration 12Q (38939.340000 sec): 3 clusters
  Score: Raw -602484.416299 + Penalty 4113.476482 = -598370.939817
  nChanged 54
		SP:Iteration 13Q (38939.530000 sec): 3 clusters
  Score: Raw -602518.381270 + Penalty 4113.476482 = -598404.904788
  nChanged 56
		SP:Iteration 14Q (38939.700000 sec): 3 clusters
  Score: Raw -602548.463491 + Penalty 4113.476482 = -598434.987009
  nChanged 47
		SP:Iteration 15Q (38939.870000 sec): 3 clusters
  Score: Raw -602571.313209 + Penalty 4113.476482 = -598457.836727
  nChanged 30
		SP:Iteration 16Q (38940.020000 sec): 3 clusters
  Score: Raw -602585.260599 + Penalty 4113.476482 = -598471.784117
  nChanged 33
		SP:Iteration 17Q (38940.240000 sec): 3 clusters
  Score: Raw -602600.664568 + Penalty 4113.476482 = -598487.188086
  nChanged 34
		SP:Iteration 18Q (38940.460000 sec): 3 clusters
  Score: Raw -602616.310191 + Penalty 4113.476482 = -598502.833709
  nChanged 28
		SP:Iteration 19Q (38940.700000 sec): 3 clusters
  Score: Raw -602628.334480 + Penalty 4113.476482 = -598514.857998
  nChanged 24
		SP:Iteration 20F (38940.910000 sec): 3 clusters
  Score: Raw -602638.740746 + Penalty 4113.476482 = -598525.264264
  nChanged 27
		SP:Iteration 21Q (38941.130000 sec): 3 clusters
  Score: Raw -602647.656576 + Penalty 4113.476482 = -598534.180094
  nChanged 23
		SP:Iteration 22Q (38941.350000 sec): 3 clusters
  Score: Raw -602653.727706 + Penalty 4113.476482 = -598540.251224
  nChanged 18
		SP:Iteration 23Q (38941.530000 sec): 3 clusters
  Score: Raw -602657.861679 + Penalty 4113.476482 = -598544.385197
  nChanged 16
		SP:Iteration 24Q (38941.750000 sec): 3 clusters
  Score: Raw -602662.655946 + Penalty 4113.476482 = -598549.179464
  nChanged 19
		SP:Iteration 25Q (38942.000000 sec): 3 clusters
  Score: Raw -602668.675254 + Penalty 4113.476482 = -598555.198772
  nChanged 15
		SP:Iteration 26Q (38942.260000 sec): 3 clusters
  Score: Raw -602671.804631 + Penalty 4113.476482 = -598558.328149
  nChanged 12
		SP:Iteration 27Q (38942.490000 sec): 3 clusters
  Score: Raw -602675.909150 + Penalty 4113.476482 = -598562.432668
  nChanged 14
		SP:Iteration 28Q (38942.700000 sec): 3 clusters
  Score: Raw -602682.957169 + Penalty 4113.476482 = -598569.480687
  nChanged 21
		SP:Iteration 29Q (38942.890000 sec): 3 clusters
  Score: Raw -602692.291061 + Penalty 4113.476482 = -598578.814579
  nChanged 25
		SP:Iteration 30Q (38943.020000 sec): 3 clusters
  Score: Raw -602700.576382 + Penalty 4113.476482 = -598587.099900
  nChanged 23
		SP:Iteration 31Q (38943.230000 sec): 3 clusters
  Score: Raw -602708.079743 + Penalty 4113.476482 = -598594.603261
  nChanged 26
		SP:Iteration 32Q (38943.450000 sec): 3 clusters
  Score: Raw -602715.043991 + Penalty 4113.476482 = -598601.567509
  nChanged 11
		SP:Iteration 33Q (38943.650000 sec): 3 clusters
  Score: Raw -602718.858541 + Penalty 4113.476482 = -598605.382059
  nChanged 9
		SP:Iteration 34Q (38943.890000 sec): 3 clusters
  Score: Raw -602722.060984 + Penalty 4113.476482 = -598608.584502
  nChanged 14
		SP:Iteration 35Q (38944.150000 sec): 3 clusters
  Score: Raw -602726.717457 + Penalty 4113.476482 = -598613.240975
  nChanged 8
		SP:Iteration 36Q (38944.340000 sec): 3 clusters
  Score: Raw -602729.715520 + Penalty 4113.476482 = -598616.239038
  nChanged 9
		SP:Iteration 37Q (38944.580000 sec): 3 clusters
  Score: Raw -602731.570034 + Penalty 4113.476482 = -598618.093552
  nChanged 5
		SP:Iteration 38Q (38944.770000 sec): 3 clusters
  Score: Raw -602733.731313 + Penalty 4113.476482 = -598620.254831
  nChanged 5
		SP:Iteration 39Q (38944.960000 sec): 3 clusters
  Score: Raw -602735.603722 + Penalty 4113.476482 = -598622.127240
  nChanged 7
		SP:Iteration 40F (38945.170000 sec): 3 clusters
  Score: Raw -602737.903565 + Penalty 4113.476482 = -598624.427083
  nChanged 6
		SP:Iteration 41Q (38945.330000 sec): 3 clusters
  Score: Raw -602739.648406 + Penalty 4113.476482 = -598626.171924
  nChanged 8
		SP:Iteration 42Q (38945.530000 sec): 3 clusters
  Score: Raw -602743.633206 + Penalty 4113.476482 = -598630.156724
  nChanged 12
		SP:Iteration 43Q (38945.730000 sec): 3 clusters
  Score: Raw -602747.839294 + Penalty 4113.476482 = -598634.362812
  nChanged 6
		SP:Iteration 44Q (38945.950000 sec): 3 clusters
  Score: Raw -602749.136762 + Penalty 4113.476482 = -598635.660280
  nChanged 11
		SP:Iteration 45Q (38946.150000 sec): 3 clusters
  Score: Raw -602753.076650 + Penalty 4113.476482 = -598639.600168
  nChanged 13
		SP:Iteration 46Q (38946.340000 sec): 3 clusters
  Score: Raw -602756.404490 + Penalty 4113.476482 = -598642.928008
  nChanged 6
		SP:Iteration 47Q (38946.550000 sec): 3 clusters
  Score: Raw -602758.138419 + Penalty 4113.476482 = -598644.661937
  nChanged 2
		SP:Iteration 48Q (38946.760000 sec): 3 clusters
  Score: Raw -602758.616372 + Penalty 4113.476482 = -598645.139891
  nChanged 1
		SP:Iteration 49Q (38946.950000 sec): 3 clusters
  Score: Raw -602758.763453 + Penalty 4113.476482 = -598645.286971
  nChanged 1
		SP:Iteration 50Q (38947.130000 sec): 3 clusters
  Score: Raw -602759.100764 + Penalty 4113.476482 = -598645.624282
  nChanged 2
		SP:Iteration 51Q (38947.300000 sec): 3 clusters
  Score: Raw -602759.832622 + Penalty 4113.476482 = -598646.356140
  nChanged 1
		SP:Iteration 52Q (38947.480000 sec): 3 clusters
  Score: Raw -602760.317682 + Penalty 4113.476482 = -598646.841200
  nChanged 4
		SP:Iteration 53Q (38947.670000 sec): 3 clusters
  Score: Raw -602761.627311 + Penalty 4113.476482 = -598648.150829
  nChanged 6
		SP:Iteration 54Q (38947.830000 sec): 3 clusters
  Score: Raw -602762.758155 + Penalty 4113.476482 = -598649.281674
  nChanged 2
		SP:Iteration 55Q (38947.980000 sec): 3 clusters
  Score: Raw -602763.225851 + Penalty 4113.476482 = -598649.749369
  nChanged 2
		SP:Iteration 56Q (38948.150000 sec): 3 clusters
  Score: Raw -602763.503706 + Penalty 4113.476482 = -598650.027224
  nChanged 2
		SP:Iteration 57Q (38948.330000 sec): 3 clusters
  Score: Raw -602764.454071 + Penalty 4113.476482 = -598650.977589
  nChanged 2
		SP:Iteration 58Q (38948.480000 sec): 3 clusters
  Score: Raw -602765.786766 + Penalty 4113.476482 = -598652.310284
  nChanged 5
		SP:Iteration 59Q (38948.590000 sec): 3 clusters
  Score: Raw -602767.089366 + Penalty 4113.476482 = -598653.612884
  nChanged 5
		SP:Iteration 60F (38948.750000 sec): 3 clusters
  Score: Raw -602769.343775 + Penalty 4113.476482 = -598655.867293
  nChanged 7
		SP:Iteration 61Q (38948.880000 sec): 3 clusters
  Score: Raw -602772.600749 + Penalty 4113.476482 = -598659.124267
  nChanged 6
		SP:Iteration 62Q (38949.070000 sec): 3 clusters
  Score: Raw -602775.148559 + Penalty 4113.476482 = -598661.672077
  nChanged 6
		SP:Iteration 63Q (38949.240000 sec): 3 clusters
  Score: Raw -602778.008667 + Penalty 4113.476482 = -598664.532185
  nChanged 9
		SP:Iteration 64Q (38949.370000 sec): 3 clusters
  Score: Raw -602780.547792 + Penalty 4113.476482 = -598667.071310
  nChanged 3
		SP:Iteration 65Q (38949.570000 sec): 3 clusters
  Score: Raw -602781.462674 + Penalty 4113.476482 = -598667.986192
  nChanged 2
		SP:Iteration 66Q (38949.720000 sec): 3 clusters
  Score: Raw -602781.923812 + Penalty 4113.476482 = -598668.447330
  nChanged 3
		SP:Iteration 67Q (38949.900000 sec): 3 clusters
  Score: Raw -602783.278833 + Penalty 4113.476482 = -598669.802351
  nChanged 2
		SP:Iteration 68Q (38950.130000 sec): 3 clusters
  Score: Raw -602783.933662 + Penalty 4113.476482 = -598670.457180
  nChanged 5
		SP:Iteration 69Q (38950.320000 sec): 3 clusters
  Score: Raw -602786.216654 + Penalty 4113.476482 = -598672.740172
  nChanged 6
		SP:Iteration 70Q (38950.550000 sec): 3 clusters
  Score: Raw -602788.234679 + Penalty 4113.476482 = -598674.758197
  nChanged 12
		SP:Iteration 71Q (38950.730000 sec): 3 clusters
  Score: Raw -602794.764977 + Penalty 4113.476482 = -598681.288495
  nChanged 9
		SP:Iteration 72Q (38950.920000 sec): 3 clusters
  Score: Raw -602798.194105 + Penalty 4113.476482 = -598684.717623
  nChanged 5
		SP:Iteration 73Q (38951.140000 sec): 3 clusters
  Score: Raw -602799.945393 + Penalty 4113.476482 = -598686.468911
  nChanged 5
		SP:Iteration 74Q (38951.370000 sec): 3 clusters
  Score: Raw -602800.901414 + Penalty 4113.476482 = -598687.424932
  nChanged 6
		SP:Iteration 75Q (38951.520000 sec): 3 clusters
  Score: Raw -602802.738459 + Penalty 4113.476482 = -598689.261977
  nChanged 4
		SP:Iteration 76Q (38951.670000 sec): 3 clusters
  Score: Raw -602803.734406 + Penalty 4113.476482 = -598690.257924
  nChanged 2
		SP:Iteration 77Q (38951.850000 sec): 3 clusters
  Score: Raw -602804.516331 + Penalty 4113.476482 = -598691.039849
  nChanged 1
		SP:Iteration 78Q (38951.990000 sec): 3 clusters
  Score: Raw -602805.804323 + Penalty 4113.476482 = -598692.327841
  nChanged 7
		SP:Iteration 79Q (38952.190000 sec): 3 clusters
  Score: Raw -602809.194705 + Penalty 4113.476482 = -598695.718223
  nChanged 6
		SP:Iteration 80F (38952.340000 sec): 3 clusters
  Score: Raw -602811.253360 + Penalty 4113.476482 = -598697.776878
  nChanged 5
		SP:Iteration 81Q (38952.530000 sec): 3 clusters
  Score: Raw -602812.431202 + Penalty 4113.476482 = -598698.954720
  nChanged 1
		SP:Iteration 82Q (38952.780000 sec): 3 clusters
  Score: Raw -602812.597070 + Penalty 4113.476482 = -598699.120588
  nChanged 1
		SP:Iteration 83Q (38952.960000 sec): 3 clusters
  Score: Raw -602812.899185 + Penalty 4113.476482 = -598699.422703
  nChanged 0
		SP:Iteration 84F (38953.200000 sec): 3 clusters
  Score: Raw -602812.899185 + Penalty 4113.476482 = -598699.422703
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (10411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38953.370000 sec): 2 clusters
  Score: Raw -1600446.400234 + Penalty 2294.153318 = -1598152.246916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38953.610000 sec): 3 clusters
  Score: Raw -1594894.859995 + Penalty 4588.306636 = -1590306.553359
  nChanged 4374
		SP:Iteration 1F (38953.840000 sec): 3 clusters
  Score: Raw -1597335.534174 + Penalty 4588.306636 = -1592747.227537
  nChanged 795
		SP:Iteration 2F (38954.060000 sec): 3 clusters
  Score: Raw -1597820.435438 + Penalty 4588.306636 = -1593232.128801
  nChanged 682
		SP:Iteration 3F (38954.290000 sec): 3 clusters
  Score: Raw -1598292.788236 + Penalty 4588.306636 = -1593704.481600
  nChanged 657
		SP:Iteration 4F (38954.520000 sec): 3 clusters
  Score: Raw -1598739.818297 + Penalty 4588.306636 = -1594151.511660
  nChanged 583
		SP:Iteration 5F (38954.710000 sec): 3 clusters
  Score: Raw -1599154.811824 + Penalty 4588.306636 = -1594566.505188
  nChanged 549
		SP:Iteration 6F (38954.950000 sec): 3 clusters
  Score: Raw -1599525.185726 + Penalty 4588.306636 = -1594936.879090
  nChanged 460
		SP:Iteration 7Q (38955.210000 sec): 3 clusters
  Score: Raw -1599839.421540 + Penalty 4588.306636 = -1595251.114904
  nChanged 388
		SP:Iteration 8Q (38955.520000 sec): 3 clusters
  Score: Raw -1600089.610958 + Penalty 4588.306636 = -1595501.304322
  nChanged 309
		SP:Iteration 9Q (38955.790000 sec): 3 clusters
  Score: Raw -1600287.502761 + Penalty 4588.306636 = -1595699.196124
  nChanged 245
		SP:Iteration 10Q (38956.090000 sec): 3 clusters
  Score: Raw -1600443.771521 + Penalty 4588.306636 = -1595855.464885
  nChanged 191
		SP:Iteration 11Q (38956.370000 sec): 3 clusters
  Score: Raw -1600563.736843 + Penalty 4588.306636 = -1595975.430207
  nChanged 158
		SP:Iteration 12Q (38956.710000 sec): 3 clusters
  Score: Raw -1600665.241590 + Penalty 4588.306636 = -1596076.934953
  nChanged 117
		SP:Iteration 13Q (38956.990000 sec): 3 clusters
  Score: Raw -1600730.827227 + Penalty 4588.306636 = -1596142.520591
  nChanged 69
		SP:Iteration 14Q (38957.270000 sec): 3 clusters
  Score: Raw -1600766.607182 + Penalty 4588.306636 = -1596178.300546
  nChanged 44
		SP:Iteration 15Q (38957.430000 sec): 3 clusters
  Score: Raw -1600788.017631 + Penalty 4588.306636 = -1596199.710995
  nChanged 30
		SP:Iteration 16Q (38957.660000 sec): 3 clusters
  Score: Raw -1600803.180684 + Penalty 4588.306636 = -1596214.874047
  nChanged 20
		SP:Iteration 17Q (38957.900000 sec): 3 clusters
  Score: Raw -1600812.412223 + Penalty 4588.306636 = -1596224.105586
  nChanged 22
		SP:Iteration 18Q (38958.150000 sec): 3 clusters
  Score: Raw -1600820.960107 + Penalty 4588.306636 = -1596232.653470
  nChanged 10
		SP:Iteration 19Q (38958.360000 sec): 3 clusters
  Score: Raw -1600826.923560 + Penalty 4588.306636 = -1596238.616924
  nChanged 12
		SP:Iteration 20F (38958.620000 sec): 3 clusters
  Score: Raw -1600831.459612 + Penalty 4588.306636 = -1596243.152975
  nChanged 7
		SP:Iteration 21Q (38958.850000 sec): 3 clusters
  Score: Raw -1600835.394221 + Penalty 4588.306636 = -1596247.087585
  nChanged 9
		SP:Iteration 22Q (38959.120000 sec): 3 clusters
  Score: Raw -1600838.999674 + Penalty 4588.306636 = -1596250.693038
  nChanged 6
		SP:Iteration 23Q (38959.350000 sec): 3 clusters
  Score: Raw -1600841.291765 + Penalty 4588.306636 = -1596252.985128
  nChanged 8
		SP:Iteration 24Q (38959.590000 sec): 3 clusters
  Score: Raw -1600845.914384 + Penalty 4588.306636 = -1596257.607747
  nChanged 8
		SP:Iteration 25Q (38959.910000 sec): 3 clusters
  Score: Raw -1600849.661959 + Penalty 4588.306636 = -1596261.355323
  nChanged 6
		SP:Iteration 26Q (38960.160000 sec): 3 clusters
  Score: Raw -1600852.408842 + Penalty 4588.306636 = -1596264.102205
  nChanged 7
		SP:Iteration 27Q (38960.430000 sec): 3 clusters
  Score: Raw -1600855.429489 + Penalty 4588.306636 = -1596267.122853
  nChanged 8
		SP:Iteration 28Q (38960.680000 sec): 3 clusters
  Score: Raw -1600860.471629 + Penalty 4588.306636 = -1596272.164992
  nChanged 9
		SP:Iteration 29Q (38960.950000 sec): 3 clusters
  Score: Raw -1600863.888406 + Penalty 4588.306636 = -1596275.581769
  nChanged 3
		SP:Iteration 30Q (38961.130000 sec): 3 clusters
  Score: Raw -1600865.065452 + Penalty 4588.306636 = -1596276.758815
  nChanged 4
		SP:Iteration 31Q (38961.310000 sec): 3 clusters
  Score: Raw -1600866.867633 + Penalty 4588.306636 = -1596278.560996
  nChanged 7
		SP:Iteration 32Q (38961.520000 sec): 3 clusters
  Score: Raw -1600870.632028 + Penalty 4588.306636 = -1596282.325392
  nChanged 9
		SP:Iteration 33Q (38961.720000 sec): 3 clusters
  Score: Raw -1600874.248803 + Penalty 4588.306636 = -1596285.942167
  nChanged 6
		SP:Iteration 34Q (38961.980000 sec): 3 clusters
  Score: Raw -1600876.382038 + Penalty 4588.306636 = -1596288.075402
  nChanged 2
		SP:Iteration 35Q (38962.250000 sec): 3 clusters
  Score: Raw -1600877.116122 + Penalty 4588.306636 = -1596288.809486
  nChanged 2
		SP:Iteration 36Q (38962.500000 sec): 3 clusters
  Score: Raw -1600878.430203 + Penalty 4588.306636 = -1596290.123567
  nChanged 3
		SP:Iteration 37Q (38962.680000 sec): 3 clusters
  Score: Raw -1600880.561471 + Penalty 4588.306636 = -1596292.254835
  nChanged 3
		SP:Iteration 38Q (38962.870000 sec): 3 clusters
  Score: Raw -1600882.864800 + Penalty 4588.306636 = -1596294.558163
  nChanged 3
		SP:Iteration 39Q (38963.100000 sec): 3 clusters
  Score: Raw -1600883.970482 + Penalty 4588.306636 = -1596295.663846
  nChanged 1
		SP:Iteration 40F (38963.300000 sec): 3 clusters
  Score: Raw -1600884.121640 + Penalty 4588.306636 = -1596295.815004
  nChanged 1
		SP:Iteration 41Q (38963.460000 sec): 3 clusters
  Score: Raw -1600884.395029 + Penalty 4588.306636 = -1596296.088393
  nChanged 1
		SP:Iteration 42Q (38963.650000 sec): 3 clusters
  Score: Raw -1600884.675839 + Penalty 4588.306636 = -1596296.369203
  nChanged 1
		SP:Iteration 43Q (38963.910000 sec): 3 clusters
  Score: Raw -1600885.066107 + Penalty 4588.306636 = -1596296.759470
  nChanged 0
		SP:Iteration 44F (38964.100000 sec): 3 clusters
  Score: Raw -1600885.066107 + Penalty 4588.306636 = -1596296.759470
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (8276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38964.220000 sec): 2 clusters
  Score: Raw -1261129.147685 + Penalty 2237.236530 = -1258891.911156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38964.390000 sec): 3 clusters
  Score: Raw -1256693.541681 + Penalty 4474.473059 = -1252219.068621
  nChanged 3407
		SP:Iteration 1F (38964.620000 sec): 3 clusters
  Score: Raw -1258572.201737 + Penalty 4474.473059 = -1254097.728678
  nChanged 618
		SP:Iteration 2F (38964.820000 sec): 3 clusters
  Score: Raw -1258926.104810 + Penalty 4474.473059 = -1254451.631751
  nChanged 463
		SP:Iteration 3F (38965.010000 sec): 3 clusters
  Score: Raw -1259178.365999 + Penalty 4474.473059 = -1254703.892939
  nChanged 411
		SP:Iteration 4Q (38965.200000 sec): 3 clusters
  Score: Raw -1259388.054272 + Penalty 4474.473059 = -1254913.581213
  nChanged 343
		SP:Iteration 5Q (38965.410000 sec): 3 clusters
  Score: Raw -1259563.523227 + Penalty 4474.473059 = -1255089.050167
  nChanged 307
		SP:Iteration 6Q (38965.550000 sec): 3 clusters
  Score: Raw -1259732.959288 + Penalty 4474.473059 = -1255258.486228
  nChanged 307
		SP:Iteration 7Q (38965.770000 sec): 3 clusters
  Score: Raw -1259906.088098 + Penalty 4474.473059 = -1255431.615039
  nChanged 268
		SP:Iteration 8Q (38965.950000 sec): 3 clusters
  Score: Raw -1260035.572887 + Penalty 4474.473059 = -1255561.099828
  nChanged 254
		SP:Iteration 9Q (38966.130000 sec): 3 clusters
  Score: Raw -1260170.394834 + Penalty 4474.473059 = -1255695.921775
  nChanged 247
		SP:Iteration 10Q (38966.400000 sec): 3 clusters
  Score: Raw -1260316.324746 + Penalty 4474.473059 = -1255841.851687
  nChanged 257
		SP:Iteration 11Q (38966.670000 sec): 3 clusters
  Score: Raw -1260482.073836 + Penalty 4474.473059 = -1256007.600777
  nChanged 265
		SP:Iteration 12Q (38966.900000 sec): 3 clusters
  Score: Raw -1260661.935472 + Penalty 4474.473059 = -1256187.462413
  nChanged 245
		SP:Iteration 13Q (38967.160000 sec): 3 clusters
  Score: Raw -1260826.259567 + Penalty 4474.473059 = -1256351.786507
  nChanged 240
		SP:Iteration 14Q (38967.410000 sec): 3 clusters
  Score: Raw -1261000.149012 + Penalty 4474.473059 = -1256525.675953
  nChanged 209
		SP:Iteration 15Q (38967.610000 sec): 3 clusters
  Score: Raw -1261147.880529 + Penalty 4474.473059 = -1256673.407469
  nChanged 182
		SP:Iteration 16Q (38967.880000 sec): 3 clusters
  Score: Raw -1261286.627619 + Penalty 4474.473059 = -1256812.154559
  nChanged 143
		SP:Iteration 17Q (38968.070000 sec): 3 clusters
  Score: Raw -1261389.629890 + Penalty 4474.473059 = -1256915.156830
  nChanged 136
		SP:Iteration 18Q (38968.280000 sec): 3 clusters
  Score: Raw -1261487.137367 + Penalty 4474.473059 = -1257012.664308
  nChanged 119
		SP:Iteration 19Q (38968.490000 sec): 3 clusters
  Score: Raw -1261574.151620 + Penalty 4474.473059 = -1257099.678561
  nChanged 99
		SP:Iteration 20F (38968.740000 sec): 3 clusters
  Score: Raw -1261639.228965 + Penalty 4474.473059 = -1257164.755906
  nChanged 62
		SP:Iteration 21Q (38968.930000 sec): 3 clusters
  Score: Raw -1261671.814249 + Penalty 4474.473059 = -1257197.341189
  nChanged 48
		SP:Iteration 22Q (38969.160000 sec): 3 clusters
  Score: Raw -1261698.162553 + Penalty 4474.473059 = -1257223.689494
  nChanged 45
		SP:Iteration 23Q (38969.360000 sec): 3 clusters
  Score: Raw -1261720.204009 + Penalty 4474.473059 = -1257245.730950
  nChanged 23
		SP:Iteration 24Q (38969.630000 sec): 3 clusters
  Score: Raw -1261734.180421 + Penalty 4474.473059 = -1257259.707362
  nChanged 16
		SP:Iteration 25Q (38969.840000 sec): 3 clusters
  Score: Raw -1261741.877467 + Penalty 4474.473059 = -1257267.404407
  nChanged 13
		SP:Iteration 26Q (38970.040000 sec): 3 clusters
  Score: Raw -1261748.097643 + Penalty 4474.473059 = -1257273.624584
  nChanged 5
		SP:Iteration 27Q (38970.230000 sec): 3 clusters
  Score: Raw -1261751.980846 + Penalty 4474.473059 = -1257277.507787
  nChanged 11
		SP:Iteration 28Q (38970.430000 sec): 3 clusters
  Score: Raw -1261757.842662 + Penalty 4474.473059 = -1257283.369603
  nChanged 11
		SP:Iteration 29Q (38970.620000 sec): 3 clusters
  Score: Raw -1261764.168814 + Penalty 4474.473059 = -1257289.695754
  nChanged 12
		SP:Iteration 30Q (38970.810000 sec): 3 clusters
  Score: Raw -1261770.178379 + Penalty 4474.473059 = -1257295.705320
  nChanged 10
		SP:Iteration 31Q (38971.020000 sec): 3 clusters
  Score: Raw -1261773.691422 + Penalty 4474.473059 = -1257299.218363
  nChanged 8
		SP:Iteration 32Q (38971.210000 sec): 3 clusters
  Score: Raw -1261777.623410 + Penalty 4474.473059 = -1257303.150350
  nChanged 5
		SP:Iteration 33Q (38971.400000 sec): 3 clusters
  Score: Raw -1261779.763204 + Penalty 4474.473059 = -1257305.290145
  nChanged 10
		SP:Iteration 34Q (38971.590000 sec): 3 clusters
  Score: Raw -1261784.378639 + Penalty 4474.473059 = -1257309.905579
  nChanged 8
		SP:Iteration 35Q (38971.780000 sec): 3 clusters
  Score: Raw -1261787.970102 + Penalty 4474.473059 = -1257313.497042
  nChanged 2
		SP:Iteration 36Q (38972.000000 sec): 3 clusters
  Score: Raw -1261789.390050 + Penalty 4474.473059 = -1257314.916991
  nChanged 4
		SP:Iteration 37Q (38972.240000 sec): 3 clusters
  Score: Raw -1261793.854875 + Penalty 4474.473059 = -1257319.381816
  nChanged 9
		SP:Iteration 38Q (38972.440000 sec): 3 clusters
  Score: Raw -1261798.199143 + Penalty 4474.473059 = -1257323.726084
  nChanged 3
		SP:Iteration 39Q (38972.640000 sec): 3 clusters
  Score: Raw -1261799.901956 + Penalty 4474.473059 = -1257325.428897
  nChanged 6
		SP:Iteration 40F (38972.850000 sec): 3 clusters
  Score: Raw -1261802.119003 + Penalty 4474.473059 = -1257327.645944
  nChanged 2
		SP:Iteration 41Q (38973.030000 sec): 3 clusters
  Score: Raw -1261802.415388 + Penalty 4474.473059 = -1257327.942329
  nChanged 1
		SP:Iteration 42Q (38973.270000 sec): 3 clusters
  Score: Raw -1261802.915964 + Penalty 4474.473059 = -1257328.442905
  nChanged 1
		SP:Iteration 43Q (38973.500000 sec): 3 clusters
  Score: Raw -1261803.093986 + Penalty 4474.473059 = -1257328.620927
  nChanged 0
		SP:Iteration 44F (38973.780000 sec): 3 clusters
  Score: Raw -1261803.093986 + Penalty 4474.473059 = -1257328.620927
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (28004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38974.090000 sec): 2 clusters
  Score: Raw -4388855.780940 + Penalty 2539.545454 = -4386316.235486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38974.430000 sec): 3 clusters
  Score: Raw -4372012.516989 + Penalty 5079.090908 = -4366933.426081
  nChanged 12643
		SP:Iteration 1F (38974.850000 sec): 3 clusters
  Score: Raw -4379068.861780 + Penalty 5079.090908 = -4373989.770873
  nChanged 1569
		SP:Iteration 2F (38975.180000 sec): 3 clusters
  Score: Raw -4379756.752371 + Penalty 5079.090908 = -4374677.661463
  nChanged 1496
		SP:Iteration 3F (38975.580000 sec): 3 clusters
  Score: Raw -4380455.620006 + Penalty 5079.090908 = -4375376.529098
  nChanged 1432
		SP:Iteration 4F (38976.000000 sec): 3 clusters
  Score: Raw -4381196.062281 + Penalty 5079.090908 = -4376116.971373
  nChanged 1447
		SP:Iteration 5F (38976.330000 sec): 3 clusters
  Score: Raw -4382094.842971 + Penalty 5079.090908 = -4377015.752063
  nChanged 1474
		SP:Iteration 6F (38976.720000 sec): 3 clusters
  Score: Raw -4383066.725446 + Penalty 5079.090908 = -4377987.634538
  nChanged 1500
		SP:Iteration 7F (38977.100000 sec): 3 clusters
  Score: Raw -4384119.902346 + Penalty 5079.090908 = -4379040.811439
  nChanged 1506
		SP:Iteration 8F (38977.440000 sec): 3 clusters
  Score: Raw -4385235.183256 + Penalty 5079.090908 = -4380156.092348
  nChanged 1316
		SP:Iteration 9Q (38977.770000 sec): 3 clusters
  Score: Raw -4386234.950172 + Penalty 5079.090908 = -4381155.859265
  nChanged 1149
		SP:Iteration 10Q (38978.130000 sec): 3 clusters
  Score: Raw -4387108.779277 + Penalty 5079.090908 = -4382029.688369
  nChanged 895
		SP:Iteration 11Q (38978.520000 sec): 3 clusters
  Score: Raw -4387787.075315 + Penalty 5079.090908 = -4382707.984408
  nChanged 659
		SP:Iteration 12Q (38978.900000 sec): 3 clusters
  Score: Raw -4388300.830913 + Penalty 5079.090908 = -4383221.740006
  nChanged 442
		SP:Iteration 13Q (38979.200000 sec): 3 clusters
  Score: Raw -4388665.393970 + Penalty 5079.090908 = -4383586.303063
  nChanged 273
		SP:Iteration 14Q (38979.540000 sec): 3 clusters
  Score: Raw -4388886.517965 + Penalty 5079.090908 = -4383807.427058
  nChanged 174
		SP:Iteration 15Q (38979.920000 sec): 3 clusters
  Score: Raw -4389022.851330 + Penalty 5079.090908 = -4383943.760422
  nChanged 119
		SP:Iteration 16Q (38980.250000 sec): 3 clusters
  Score: Raw -4389115.363478 + Penalty 5079.090908 = -4384036.272570
  nChanged 83
		SP:Iteration 17Q (38980.580000 sec): 3 clusters
  Score: Raw -4389196.830690 + Penalty 5079.090908 = -4384117.739783
  nChanged 65
		SP:Iteration 18Q (38980.950000 sec): 3 clusters
  Score: Raw -4389262.212820 + Penalty 5079.090908 = -4384183.121912
  nChanged 48
		SP:Iteration 19Q (38981.330000 sec): 3 clusters
  Score: Raw -4389309.364357 + Penalty 5079.090908 = -4384230.273450
  nChanged 26
		SP:Iteration 20F (38981.660000 sec): 3 clusters
  Score: Raw -4389339.214341 + Penalty 5079.090908 = -4384260.123434
  nChanged 31
		SP:Iteration 21Q (38982.030000 sec): 3 clusters
  Score: Raw -4389362.445674 + Penalty 5079.090908 = -4384283.354766
  nChanged 20
		SP:Iteration 22Q (38982.360000 sec): 3 clusters
  Score: Raw -4389377.992340 + Penalty 5079.090908 = -4384298.901433
  nChanged 13
		SP:Iteration 23Q (38982.620000 sec): 3 clusters
  Score: Raw -4389386.093946 + Penalty 5079.090908 = -4384307.003038
  nChanged 6
		SP:Iteration 24Q (38982.940000 sec): 3 clusters
  Score: Raw -4389390.623488 + Penalty 5079.090908 = -4384311.532581
  nChanged 7
		SP:Iteration 25Q (38983.290000 sec): 3 clusters
  Score: Raw -4389394.480634 + Penalty 5079.090908 = -4384315.389726
  nChanged 10
		SP:Iteration 26Q (38983.560000 sec): 3 clusters
  Score: Raw -4389402.365461 + Penalty 5079.090908 = -4384323.274553
  nChanged 8
		SP:Iteration 27Q (38983.910000 sec): 3 clusters
  Score: Raw -4389408.265765 + Penalty 5079.090908 = -4384329.174857
  nChanged 4
		SP:Iteration 28Q (38984.250000 sec): 3 clusters
  Score: Raw -4389412.186074 + Penalty 5079.090908 = -4384333.095166
  nChanged 2
		SP:Iteration 29Q (38984.620000 sec): 3 clusters
  Score: Raw -4389413.246046 + Penalty 5079.090908 = -4384334.155138
  nChanged 2
		SP:Iteration 30Q (38985.060000 sec): 3 clusters
  Score: Raw -4389415.242549 + Penalty 5079.090908 = -4384336.151641
  nChanged 5
		SP:Iteration 31Q (38985.440000 sec): 3 clusters
  Score: Raw -4389417.129973 + Penalty 5079.090908 = -4384338.039065
  nChanged 2
		SP:Iteration 32Q (38985.810000 sec): 3 clusters
  Score: Raw -4389418.495567 + Penalty 5079.090908 = -4384339.404660
  nChanged 4
		SP:Iteration 33Q (38986.210000 sec): 3 clusters
  Score: Raw -4389421.510768 + Penalty 5079.090908 = -4384342.419861
  nChanged 6
		SP:Iteration 34Q (38986.590000 sec): 3 clusters
  Score: Raw -4389428.454205 + Penalty 5079.090908 = -4384349.363298
  nChanged 5
		SP:Iteration 35Q (38986.930000 sec): 3 clusters
  Score: Raw -4389430.629207 + Penalty 5079.090908 = -4384351.538300
  nChanged 2
		SP:Iteration 36Q (38987.280000 sec): 3 clusters
  Score: Raw -4389431.792021 + Penalty 5079.090908 = -4384352.701113
  nChanged 3
		SP:Iteration 37Q (38987.650000 sec): 3 clusters
  Score: Raw -4389434.047654 + Penalty 5079.090908 = -4384354.956746
  nChanged 7
		SP:Iteration 38Q (38987.980000 sec): 3 clusters
  Score: Raw -4389437.613374 + Penalty 5079.090908 = -4384358.522466
  nChanged 7
		SP:Iteration 39Q (38988.290000 sec): 3 clusters
  Score: Raw -4389442.401647 + Penalty 5079.090908 = -4384363.310740
  nChanged 5
		SP:Iteration 40F (38988.640000 sec): 3 clusters
  Score: Raw -4389444.624242 + Penalty 5079.090908 = -4384365.533334
  nChanged 3
		SP:Iteration 41Q (38989.020000 sec): 3 clusters
  Score: Raw -4389446.498554 + Penalty 5079.090908 = -4384367.407646
  nChanged 6
		SP:Iteration 42Q (38989.310000 sec): 3 clusters
  Score: Raw -4389450.626423 + Penalty 5079.090908 = -4384371.535516
  nChanged 4
		SP:Iteration 43Q (38989.640000 sec): 3 clusters
  Score: Raw -4389455.510648 + Penalty 5079.090908 = -4384376.419741
  nChanged 9
		SP:Iteration 44Q (38990.000000 sec): 3 clusters
  Score: Raw -4389461.850426 + Penalty 5079.090908 = -4384382.759518
  nChanged 7
		SP:Iteration 45Q (38990.350000 sec): 3 clusters
  Score: Raw -4389466.889829 + Penalty 5079.090908 = -4384387.798921
  nChanged 7
		SP:Iteration 46Q (38990.660000 sec): 3 clusters
  Score: Raw -4389470.910557 + Penalty 5079.090908 = -4384391.819650
  nChanged 4
		SP:Iteration 47Q (38990.980000 sec): 3 clusters
  Score: Raw -4389474.170079 + Penalty 5079.090908 = -4384395.079171
  nChanged 3
		SP:Iteration 48Q (38991.340000 sec): 3 clusters
  Score: Raw -4389475.974630 + Penalty 5079.090908 = -4384396.883723
  nChanged 4
		SP:Iteration 49Q (38991.710000 sec): 3 clusters
  Score: Raw -4389478.491992 + Penalty 5079.090908 = -4384399.401084
  nChanged 2
		SP:Iteration 50Q (38992.000000 sec): 3 clusters
  Score: Raw -4389480.375341 + Penalty 5079.090908 = -4384401.284434
  nChanged 2
		SP:Iteration 51Q (38992.410000 sec): 3 clusters
  Score: Raw -4389481.808240 + Penalty 5079.090908 = -4384402.717332
  nChanged 1
		SP:Iteration 52Q (38992.800000 sec): 3 clusters
  Score: Raw -4389482.163233 + Penalty 5079.090908 = -4384403.072325
  nChanged 1
		SP:Iteration 53Q (38993.170000 sec): 3 clusters
  Score: Raw -4389482.458949 + Penalty 5079.090908 = -4384403.368041
  nChanged 0
		SP:Iteration 54F (38993.550000 sec): 3 clusters
  Score: Raw -4389482.458949 + Penalty 5079.090908 = -4384403.368041
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (22265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38993.760000 sec): 2 clusters
  Score: Raw -3547322.114820 + Penalty 2482.671262 = -3544839.443558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38994.000000 sec): 3 clusters
  Score: Raw -3534188.801714 + Penalty 4965.342524 = -3529223.459190
  nChanged 9934
		SP:Iteration 1F (38994.350000 sec): 3 clusters
  Score: Raw -3539677.967867 + Penalty 4965.342524 = -3534712.625343
  nChanged 1274
		SP:Iteration 2F (38994.740000 sec): 3 clusters
  Score: Raw -3540216.439467 + Penalty 4965.342524 = -3535251.096943
  nChanged 1216
		SP:Iteration 3F (38995.050000 sec): 3 clusters
  Score: Raw -3540798.974112 + Penalty 4965.342524 = -3535833.631588
  nChanged 1241
		SP:Iteration 4F (38995.370000 sec): 3 clusters
  Score: Raw -3541450.280574 + Penalty 4965.342524 = -3536484.938050
  nChanged 1263
		SP:Iteration 5F (38995.680000 sec): 3 clusters
  Score: Raw -3542184.587786 + Penalty 4965.342524 = -3537219.245262
  nChanged 1327
		SP:Iteration 6F (38996.020000 sec): 3 clusters
  Score: Raw -3543084.000722 + Penalty 4965.342524 = -3538118.658198
  nChanged 1379
		SP:Iteration 7F (38996.380000 sec): 3 clusters
  Score: Raw -3544141.394430 + Penalty 4965.342524 = -3539176.051906
  nChanged 1190
		SP:Iteration 8F (38996.740000 sec): 3 clusters
  Score: Raw -3545137.428599 + Penalty 4965.342524 = -3540172.086075
  nChanged 947
		SP:Iteration 9Q (38997.110000 sec): 3 clusters
  Score: Raw -3545919.851168 + Penalty 4965.342524 = -3540954.508644
  nChanged 747
		SP:Iteration 10Q (38997.470000 sec): 3 clusters
  Score: Raw -3546486.738745 + Penalty 4965.342524 = -3541521.396221
  nChanged 567
		SP:Iteration 11Q (38997.810000 sec): 3 clusters
  Score: Raw -3546821.315090 + Penalty 4965.342524 = -3541855.972566
  nChanged 359
		SP:Iteration 12Q (38998.150000 sec): 3 clusters
  Score: Raw -3546989.152476 + Penalty 4965.342524 = -3542023.809952
  nChanged 272
		SP:Iteration 13Q (38998.480000 sec): 3 clusters
  Score: Raw -3547096.359311 + Penalty 4965.342524 = -3542131.016787
  nChanged 184
		SP:Iteration 14Q (38998.830000 sec): 3 clusters
  Score: Raw -3547158.619720 + Penalty 4965.342524 = -3542193.277196
  nChanged 154
		SP:Iteration 15Q (38999.220000 sec): 3 clusters
  Score: Raw -3547207.042579 + Penalty 4965.342524 = -3542241.700055
  nChanged 123
		SP:Iteration 16Q (38999.570000 sec): 3 clusters
  Score: Raw -3547238.640240 + Penalty 4965.342524 = -3542273.297716
  nChanged 95
		SP:Iteration 17Q (38999.930000 sec): 3 clusters
  Score: Raw -3547259.154226 + Penalty 4965.342524 = -3542293.811702
  nChanged 53
		SP:Iteration 18Q (39000.260000 sec): 3 clusters
  Score: Raw -3547272.745557 + Penalty 4965.342524 = -3542307.403033
  nChanged 65
		SP:Iteration 19Q (39000.570000 sec): 3 clusters
  Score: Raw -3547287.102074 + Penalty 4965.342524 = -3542321.759550
  nChanged 59
		SP:Iteration 20F (39000.970000 sec): 3 clusters
  Score: Raw -3547297.520483 + Penalty 4965.342524 = -3542332.177959
  nChanged 36
		SP:Iteration 21Q (39001.340000 sec): 3 clusters
  Score: Raw -3547304.039114 + Penalty 4965.342524 = -3542338.696590
  nChanged 37
		SP:Iteration 22Q (39001.640000 sec): 3 clusters
  Score: Raw -3547312.450177 + Penalty 4965.342524 = -3542347.107653
  nChanged 48
		SP:Iteration 23Q (39001.940000 sec): 3 clusters
  Score: Raw -3547322.590622 + Penalty 4965.342524 = -3542357.248098
  nChanged 39
		SP:Iteration 24Q (39002.250000 sec): 3 clusters
  Score: Raw -3547331.801105 + Penalty 4965.342524 = -3542366.458581
  nChanged 56
		SP:Iteration 25Q (39002.530000 sec): 3 clusters
  Score: Raw -3547342.736810 + Penalty 4965.342524 = -3542377.394286
  nChanged 49
		SP:Iteration 26Q (39002.890000 sec): 3 clusters
  Score: Raw -3547354.069213 + Penalty 4965.342524 = -3542388.726689
  nChanged 42
		SP:Iteration 27Q (39003.210000 sec): 3 clusters
  Score: Raw -3547361.482905 + Penalty 4965.342524 = -3542396.140381
  nChanged 30
		SP:Iteration 28Q (39003.500000 sec): 3 clusters
  Score: Raw -3547367.750822 + Penalty 4965.342524 = -3542402.408298
  nChanged 32
		SP:Iteration 29Q (39003.830000 sec): 3 clusters
  Score: Raw -3547374.417370 + Penalty 4965.342524 = -3542409.074846
  nChanged 36
		SP:Iteration 30Q (39004.150000 sec): 3 clusters
  Score: Raw -3547383.031831 + Penalty 4965.342524 = -3542417.689307
  nChanged 40
		SP:Iteration 31Q (39004.470000 sec): 3 clusters
  Score: Raw -3547391.396761 + Penalty 4965.342524 = -3542426.054237
  nChanged 37
		SP:Iteration 32Q (39004.810000 sec): 3 clusters
  Score: Raw -3547398.905729 + Penalty 4965.342524 = -3542433.563205
  nChanged 37
		SP:Iteration 33Q (39005.130000 sec): 3 clusters
  Score: Raw -3547406.758724 + Penalty 4965.342524 = -3542441.416200
  nChanged 34
		SP:Iteration 34Q (39005.410000 sec): 3 clusters
  Score: Raw -3547414.889936 + Penalty 4965.342524 = -3542449.547412
  nChanged 40
		SP:Iteration 35Q (39005.700000 sec): 3 clusters
  Score: Raw -3547422.869674 + Penalty 4965.342524 = -3542457.527150
  nChanged 40
		SP:Iteration 36Q (39006.050000 sec): 3 clusters
  Score: Raw -3547430.820224 + Penalty 4965.342524 = -3542465.477700
  nChanged 39
		SP:Iteration 37Q (39006.330000 sec): 3 clusters
  Score: Raw -3547439.253870 + Penalty 4965.342524 = -3542473.911346
  nChanged 39
		SP:Iteration 38Q (39006.660000 sec): 3 clusters
  Score: Raw -3547450.847875 + Penalty 4965.342524 = -3542485.505351
  nChanged 41
		SP:Iteration 39Q (39006.940000 sec): 3 clusters
  Score: Raw -3547462.692907 + Penalty 4965.342524 = -3542497.350383
  nChanged 44
		SP:Iteration 40F (39007.310000 sec): 3 clusters
  Score: Raw -3547475.514856 + Penalty 4965.342524 = -3542510.172332
  nChanged 52
		SP:Iteration 41Q (39007.550000 sec): 3 clusters
  Score: Raw -3547489.551212 + Penalty 4965.342524 = -3542524.208688
  nChanged 45
		SP:Iteration 42Q (39007.820000 sec): 3 clusters
  Score: Raw -3547501.850634 + Penalty 4965.342524 = -3542536.508110
  nChanged 51
		SP:Iteration 43Q (39008.140000 sec): 3 clusters
  Score: Raw -3547514.032011 + Penalty 4965.342524 = -3542548.689487
  nChanged 40
		SP:Iteration 44Q (39008.510000 sec): 3 clusters
  Score: Raw -3547525.428792 + Penalty 4965.342524 = -3542560.086268
  nChanged 49
		SP:Iteration 45Q (39008.890000 sec): 3 clusters
  Score: Raw -3547538.520080 + Penalty 4965.342524 = -3542573.177556
  nChanged 36
		SP:Iteration 46Q (39009.250000 sec): 3 clusters
  Score: Raw -3547547.461969 + Penalty 4965.342524 = -3542582.119445
  nChanged 28
		SP:Iteration 47Q (39009.550000 sec): 3 clusters
  Score: Raw -3547553.720022 + Penalty 4965.342524 = -3542588.377498
  nChanged 22
		SP:Iteration 48Q (39009.910000 sec): 3 clusters
  Score: Raw -3547559.512699 + Penalty 4965.342524 = -3542594.170175
  nChanged 22
		SP:Iteration 49Q (39010.240000 sec): 3 clusters
  Score: Raw -3547565.425651 + Penalty 4965.342524 = -3542600.083127
  nChanged 31
		SP:Iteration 50Q (39010.610000 sec): 3 clusters
  Score: Raw -3547575.478710 + Penalty 4965.342524 = -3542610.136186
  nChanged 43
		SP:Iteration 51Q (39010.910000 sec): 3 clusters
  Score: Raw -3547589.625313 + Penalty 4965.342524 = -3542624.282789
  nChanged 38
		SP:Iteration 52Q (39011.240000 sec): 3 clusters
  Score: Raw -3547599.492538 + Penalty 4965.342524 = -3542634.150014
  nChanged 32
		SP:Iteration 53Q (39011.550000 sec): 3 clusters
  Score: Raw -3547609.342650 + Penalty 4965.342524 = -3542644.000126
  nChanged 35
		SP:Iteration 54Q (39011.940000 sec): 3 clusters
  Score: Raw -3547617.556649 + Penalty 4965.342524 = -3542652.214125
  nChanged 35
		SP:Iteration 55Q (39012.320000 sec): 3 clusters
  Score: Raw -3547627.457995 + Penalty 4965.342524 = -3542662.115471
  nChanged 29
		SP:Iteration 56Q (39012.660000 sec): 3 clusters
  Score: Raw -3547634.111625 + Penalty 4965.342524 = -3542668.769101
  nChanged 30
		SP:Iteration 57Q (39012.980000 sec): 3 clusters
  Score: Raw -3547642.169437 + Penalty 4965.342524 = -3542676.826913
  nChanged 28
		SP:Iteration 58Q (39013.320000 sec): 3 clusters
  Score: Raw -3547649.742868 + Penalty 4965.342524 = -3542684.400344
  nChanged 34
		SP:Iteration 59Q (39013.670000 sec): 3 clusters
  Score: Raw -3547661.106989 + Penalty 4965.342524 = -3542695.764465
  nChanged 41
		SP:Iteration 60F (39014.050000 sec): 3 clusters
  Score: Raw -3547671.761575 + Penalty 4965.342524 = -3542706.419051
  nChanged 27
		SP:Iteration 61Q (39014.460000 sec): 3 clusters
  Score: Raw -3547678.311150 + Penalty 4965.342524 = -3542712.968626
  nChanged 33
		SP:Iteration 62Q (39014.850000 sec): 3 clusters
  Score: Raw -3547686.667726 + Penalty 4965.342524 = -3542721.325202
  nChanged 29
		SP:Iteration 63Q (39015.190000 sec): 3 clusters
  Score: Raw -3547693.946146 + Penalty 4965.342524 = -3542728.603622
  nChanged 26
		SP:Iteration 64Q (39015.470000 sec): 3 clusters
  Score: Raw -3547700.435504 + Penalty 4965.342524 = -3542735.092980
  nChanged 20
		SP:Iteration 65Q (39015.800000 sec): 3 clusters
  Score: Raw -3547705.701192 + Penalty 4965.342524 = -3542740.358668
  nChanged 18
		SP:Iteration 66Q (39016.090000 sec): 3 clusters
  Score: Raw -3547709.715429 + Penalty 4965.342524 = -3542744.372905
  nChanged 12
		SP:Iteration 67Q (39016.440000 sec): 3 clusters
  Score: Raw -3547712.936686 + Penalty 4965.342524 = -3542747.594162
  nChanged 14
		SP:Iteration 68Q (39016.830000 sec): 3 clusters
  Score: Raw -3547715.888753 + Penalty 4965.342524 = -3542750.546229
  nChanged 17
		SP:Iteration 69Q (39017.160000 sec): 3 clusters
  Score: Raw -3547720.005684 + Penalty 4965.342524 = -3542754.663160
  nChanged 22
		SP:Iteration 70Q (39017.430000 sec): 3 clusters
  Score: Raw -3547725.748769 + Penalty 4965.342524 = -3542760.406245
  nChanged 18
		SP:Iteration 71Q (39017.750000 sec): 3 clusters
  Score: Raw -3547730.347379 + Penalty 4965.342524 = -3542765.004855
  nChanged 20
		SP:Iteration 72Q (39018.060000 sec): 3 clusters
  Score: Raw -3547735.691200 + Penalty 4965.342524 = -3542770.348676
  nChanged 19
		SP:Iteration 73Q (39018.360000 sec): 3 clusters
  Score: Raw -3547740.632784 + Penalty 4965.342524 = -3542775.290260
  nChanged 13
		SP:Iteration 74Q (39018.710000 sec): 3 clusters
  Score: Raw -3547743.203077 + Penalty 4965.342524 = -3542777.860553
  nChanged 7
		SP:Iteration 75Q (39019.070000 sec): 3 clusters
  Score: Raw -3547744.220883 + Penalty 4965.342524 = -3542778.878359
  nChanged 2
		SP:Iteration 76Q (39019.410000 sec): 3 clusters
  Score: Raw -3547744.487837 + Penalty 4965.342524 = -3542779.145313
  nChanged 2
		SP:Iteration 77Q (39019.730000 sec): 3 clusters
  Score: Raw -3547745.539765 + Penalty 4965.342524 = -3542780.197241
  nChanged 6
		SP:Iteration 78Q (39020.080000 sec): 3 clusters
  Score: Raw -3547746.790539 + Penalty 4965.342524 = -3542781.448015
  nChanged 2
		SP:Iteration 79Q (39020.390000 sec): 3 clusters
  Score: Raw -3547747.498160 + Penalty 4965.342524 = -3542782.155636
  nChanged 3
		SP:Iteration 80F (39020.730000 sec): 3 clusters
  Score: Raw -3547748.615509 + Penalty 4965.342524 = -3542783.272985
  nChanged 9
		SP:Iteration 81Q (39021.060000 sec): 3 clusters
  Score: Raw -3547749.972626 + Penalty 4965.342524 = -3542784.630102
  nChanged 4
		SP:Iteration 82Q (39021.430000 sec): 3 clusters
  Score: Raw -3547750.827447 + Penalty 4965.342524 = -3542785.484923
  nChanged 3
		SP:Iteration 83Q (39021.720000 sec): 3 clusters
  Score: Raw -3547751.031554 + Penalty 4965.342524 = -3542785.689030
  nChanged 0
		SP:Iteration 84F (39022.090000 sec): 3 clusters
  Score: Raw -3547751.031554 + Penalty 4965.342524 = -3542785.689030
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (23867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39022.320000 sec): 2 clusters
  Score: Raw -3801765.439114 + Penalty 2499.902504 = -3799265.536610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39022.710000 sec): 3 clusters
  Score: Raw -3787548.951898 + Penalty 4999.805007 = -3782549.146890
  nChanged 10739
		SP:Iteration 1F (39023.050000 sec): 3 clusters
  Score: Raw -3793608.298602 + Penalty 4999.805007 = -3788608.493594
  nChanged 1520
		SP:Iteration 2F (39023.410000 sec): 3 clusters
  Score: Raw -3794408.815873 + Penalty 4999.805007 = -3789409.010865
  nChanged 1498
		SP:Iteration 3F (39023.770000 sec): 3 clusters
  Score: Raw -3795350.440157 + Penalty 4999.805007 = -3790350.635149
  nChanged 1584
		SP:Iteration 4F (39024.160000 sec): 3 clusters
  Score: Raw -3796533.551053 + Penalty 4999.805007 = -3791533.746046
  nChanged 1706
		SP:Iteration 5F (39024.520000 sec): 3 clusters
  Score: Raw -3797960.679153 + Penalty 4999.805007 = -3792960.874145
  nChanged 1717
		SP:Iteration 6F (39024.980000 sec): 3 clusters
  Score: Raw -3799317.972088 + Penalty 4999.805007 = -3794318.167081
  nChanged 1484
		SP:Iteration 7F (39025.330000 sec): 3 clusters
  Score: Raw -3800370.705745 + Penalty 4999.805007 = -3795370.900737
  nChanged 1144
		SP:Iteration 8Q (39025.700000 sec): 3 clusters
  Score: Raw -3801049.456336 + Penalty 4999.805007 = -3796049.651329
  nChanged 822
		SP:Iteration 9Q (39026.100000 sec): 3 clusters
  Score: Raw -3801553.455943 + Penalty 4999.805007 = -3796553.650936
  nChanged 691
		SP:Iteration 10Q (39026.450000 sec): 3 clusters
  Score: Raw -3802069.822687 + Penalty 4999.805007 = -3797070.017680
  nChanged 648
		SP:Iteration 11Q (39026.760000 sec): 3 clusters
  Score: Raw -3802647.536976 + Penalty 4999.805007 = -3797647.731969
  nChanged 665
		SP:Iteration 12Q (39027.100000 sec): 3 clusters
  Score: Raw -3803321.673048 + Penalty 4999.805007 = -3798321.868041
  nChanged 630
		SP:Iteration 13Q (39027.440000 sec): 3 clusters
  Score: Raw -3803889.316328 + Penalty 4999.805007 = -3798889.511321
  nChanged 492
		SP:Iteration 14Q (39027.790000 sec): 3 clusters
  Score: Raw -3804260.526716 + Penalty 4999.805007 = -3799260.721709
  nChanged 343
		SP:Iteration 15Q (39028.120000 sec): 3 clusters
  Score: Raw -3804483.638657 + Penalty 4999.805007 = -3799483.833650
  nChanged 271
		SP:Iteration 16Q (39028.470000 sec): 3 clusters
  Score: Raw -3804617.048021 + Penalty 4999.805007 = -3799617.243014
  nChanged 187
		SP:Iteration 17Q (39028.810000 sec): 3 clusters
  Score: Raw -3804683.071721 + Penalty 4999.805007 = -3799683.266714
  nChanged 130
		SP:Iteration 18Q (39029.170000 sec): 3 clusters
  Score: Raw -3804722.910327 + Penalty 4999.805007 = -3799723.105320
  nChanged 79
		SP:Iteration 19Q (39029.530000 sec): 3 clusters
  Score: Raw -3804742.179832 + Penalty 4999.805007 = -3799742.374824
  nChanged 67
		SP:Iteration 20F (39029.920000 sec): 3 clusters
  Score: Raw -3804756.195192 + Penalty 4999.805007 = -3799756.390185
  nChanged 56
		SP:Iteration 21Q (39030.250000 sec): 3 clusters
  Score: Raw -3804765.217516 + Penalty 4999.805007 = -3799765.412509
  nChanged 42
		SP:Iteration 22Q (39030.630000 sec): 3 clusters
  Score: Raw -3804770.956864 + Penalty 4999.805007 = -3799771.151857
  nChanged 40
		SP:Iteration 23Q (39031.050000 sec): 3 clusters
  Score: Raw -3804776.242656 + Penalty 4999.805007 = -3799776.437649
  nChanged 32
		SP:Iteration 24Q (39031.370000 sec): 3 clusters
  Score: Raw -3804779.774238 + Penalty 4999.805007 = -3799779.969230
  nChanged 25
		SP:Iteration 25Q (39031.760000 sec): 3 clusters
  Score: Raw -3804782.508289 + Penalty 4999.805007 = -3799782.703282
  nChanged 24
		SP:Iteration 26Q (39032.190000 sec): 3 clusters
  Score: Raw -3804785.538254 + Penalty 4999.805007 = -3799785.733247
  nChanged 25
		SP:Iteration 27Q (39032.530000 sec): 3 clusters
  Score: Raw -3804788.492194 + Penalty 4999.805007 = -3799788.687186
  nChanged 16
		SP:Iteration 28Q (39032.920000 sec): 3 clusters
  Score: Raw -3804790.401731 + Penalty 4999.805007 = -3799790.596724
  nChanged 14
		SP:Iteration 29Q (39033.300000 sec): 3 clusters
  Score: Raw -3804792.131567 + Penalty 4999.805007 = -3799792.326560
  nChanged 21
		SP:Iteration 30Q (39033.700000 sec): 3 clusters
  Score: Raw -3804794.249332 + Penalty 4999.805007 = -3799794.444325
  nChanged 16
		SP:Iteration 31Q (39034.050000 sec): 3 clusters
  Score: Raw -3804795.930734 + Penalty 4999.805007 = -3799796.125726
  nChanged 12
		SP:Iteration 32Q (39034.370000 sec): 3 clusters
  Score: Raw -3804796.893496 + Penalty 4999.805007 = -3799797.088489
  nChanged 5
		SP:Iteration 33Q (39034.770000 sec): 3 clusters
  Score: Raw -3804797.495438 + Penalty 4999.805007 = -3799797.690431
  nChanged 9
		SP:Iteration 34Q (39035.150000 sec): 3 clusters
  Score: Raw -3804798.385478 + Penalty 4999.805007 = -3799798.580471
  nChanged 6
		SP:Iteration 35Q (39035.570000 sec): 3 clusters
  Score: Raw -3804798.818346 + Penalty 4999.805007 = -3799799.013339
  nChanged 3
		SP:Iteration 36Q (39035.950000 sec): 3 clusters
  Score: Raw -3804799.010987 + Penalty 4999.805007 = -3799799.205980
  nChanged 2
		SP:Iteration 37Q (39036.330000 sec): 3 clusters
  Score: Raw -3804799.161690 + Penalty 4999.805007 = -3799799.356682
  nChanged 1
		SP:Iteration 38Q (39036.710000 sec): 3 clusters
  Score: Raw -3804799.262224 + Penalty 4999.805007 = -3799799.457217
  nChanged 0
		SP:Iteration 39F (39037.060000 sec): 3 clusters
  Score: Raw -3804799.262224 + Penalty 4999.805007 = -3799799.457217
  nChanged 0

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

 Trying to split cluster 16 (6055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39037.180000 sec): 2 clusters
  Score: Raw -952899.432274 + Penalty 2159.742635 = -950739.689639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39037.390000 sec): 3 clusters
  Score: Raw -949906.575368 + Penalty 4319.485269 = -945587.090099
  nChanged 2375
		SP:Iteration 1F (39037.580000 sec): 3 clusters
  Score: Raw -951199.342878 + Penalty 4319.485269 = -946879.857608
  nChanged 400
		SP:Iteration 2F (39037.770000 sec): 3 clusters
  Score: Raw -951428.530903 + Penalty 4319.485269 = -947109.045634
  nChanged 301
		SP:Iteration 3Q (39037.970000 sec): 3 clusters
  Score: Raw -951590.872181 + Penalty 4319.485269 = -947271.386912
  nChanged 247
		SP:Iteration 4Q (39038.160000 sec): 3 clusters
  Score: Raw -951727.357263 + Penalty 4319.485269 = -947407.871994
  nChanged 225
		SP:Iteration 5Q (39038.350000 sec): 3 clusters
  Score: Raw -951850.447216 + Penalty 4319.485269 = -947530.961946
  nChanged 192
		SP:Iteration 6Q (39038.550000 sec): 3 clusters
  Score: Raw -951956.971013 + Penalty 4319.485269 = -947637.485743
  nChanged 194
		SP:Iteration 7Q (39038.740000 sec): 3 clusters
  Score: Raw -952066.328453 + Penalty 4319.485269 = -947746.843184
  nChanged 184
		SP:Iteration 8Q (39038.930000 sec): 3 clusters
  Score: Raw -952162.076863 + Penalty 4319.485269 = -947842.591594
  nChanged 177
		SP:Iteration 9Q (39039.130000 sec): 3 clusters
  Score: Raw -952259.384520 + Penalty 4319.485269 = -947939.899251
  nChanged 166
		SP:Iteration 10Q (39039.310000 sec): 3 clusters
  Score: Raw -952355.074204 + Penalty 4319.485269 = -948035.588935
  nChanged 167
		SP:Iteration 11Q (39039.510000 sec): 3 clusters
  Score: Raw -952447.928030 + Penalty 4319.485269 = -948128.442761
  nChanged 157
		SP:Iteration 12Q (39039.700000 sec): 3 clusters
  Score: Raw -952528.143642 + Penalty 4319.485269 = -948208.658372
  nChanged 137
		SP:Iteration 13Q (39039.900000 sec): 3 clusters
  Score: Raw -952594.552966 + Penalty 4319.485269 = -948275.067696
  nChanged 111
		SP:Iteration 14Q (39040.090000 sec): 3 clusters
  Score: Raw -952646.742869 + Penalty 4319.485269 = -948327.257600
  nChanged 103
		SP:Iteration 15Q (39040.280000 sec): 3 clusters
  Score: Raw -952692.904576 + Penalty 4319.485269 = -948373.419307
  nChanged 90
		SP:Iteration 16Q (39040.470000 sec): 3 clusters
  Score: Raw -952731.751869 + Penalty 4319.485269 = -948412.266599
  nChanged 72
		SP:Iteration 17Q (39040.700000 sec): 3 clusters
  Score: Raw -952767.245355 + Penalty 4319.485269 = -948447.760085
  nChanged 77
		SP:Iteration 18Q (39040.940000 sec): 3 clusters
  Score: Raw -952801.875287 + Penalty 4319.485269 = -948482.390018
  nChanged 83
		SP:Iteration 19Q (39041.130000 sec): 3 clusters
  Score: Raw -952846.450145 + Penalty 4319.485269 = -948526.964876
  nChanged 77
		SP:Iteration 20F (39041.310000 sec): 3 clusters
  Score: Raw -952882.189888 + Penalty 4319.485269 = -948562.704619
  nChanged 74
		SP:Iteration 21Q (39041.490000 sec): 3 clusters
  Score: Raw -952914.548118 + Penalty 4319.485269 = -948595.062849
  nChanged 63
		SP:Iteration 22Q (39041.680000 sec): 3 clusters
  Score: Raw -952939.705194 + Penalty 4319.485269 = -948620.219925
  nChanged 49
		SP:Iteration 23Q (39041.870000 sec): 3 clusters
  Score: Raw -952956.802568 + Penalty 4319.485269 = -948637.317299
  nChanged 56
		SP:Iteration 24Q (39042.060000 sec): 3 clusters
  Score: Raw -952983.719572 + Penalty 4319.485269 = -948664.234302
  nChanged 54
		SP:Iteration 25Q (39042.250000 sec): 3 clusters
  Score: Raw -953008.617136 + Penalty 4319.485269 = -948689.131866
  nChanged 56
		SP:Iteration 26Q (39042.450000 sec): 3 clusters
  Score: Raw -953033.217489 + Penalty 4319.485269 = -948713.732219
  nChanged 38
		SP:Iteration 27Q (39042.640000 sec): 3 clusters
  Score: Raw -953050.385720 + Penalty 4319.485269 = -948730.900451
  nChanged 44
		SP:Iteration 28Q (39042.830000 sec): 3 clusters
  Score: Raw -953073.265436 + Penalty 4319.485269 = -948753.780167
  nChanged 37
		SP:Iteration 29Q (39043.030000 sec): 3 clusters
  Score: Raw -953091.797064 + Penalty 4319.485269 = -948772.311794
  nChanged 44
		SP:Iteration 30Q (39043.220000 sec): 3 clusters
  Score: Raw -953113.631337 + Penalty 4319.485269 = -948794.146067
  nChanged 38
		SP:Iteration 31Q (39043.420000 sec): 3 clusters
  Score: Raw -953131.958019 + Penalty 4319.485269 = -948812.472750
  nChanged 40
		SP:Iteration 32Q (39043.610000 sec): 3 clusters
  Score: Raw -953150.752895 + Penalty 4319.485269 = -948831.267626
  nChanged 29
		SP:Iteration 33Q (39043.810000 sec): 3 clusters
  Score: Raw -953163.468949 + Penalty 4319.485269 = -948843.983680
  nChanged 26
		SP:Iteration 34Q (39044.000000 sec): 3 clusters
  Score: Raw -953177.200784 + Penalty 4319.485269 = -948857.715514
  nChanged 28
		SP:Iteration 35Q (39044.230000 sec): 3 clusters
  Score: Raw -953191.663932 + Penalty 4319.485269 = -948872.178662
  nChanged 20
		SP:Iteration 36Q (39044.430000 sec): 3 clusters
  Score: Raw -953202.229731 + Penalty 4319.485269 = -948882.744462
  nChanged 15
		SP:Iteration 37Q (39044.630000 sec): 3 clusters
  Score: Raw -953210.149937 + Penalty 4319.485269 = -948890.664667
  nChanged 11
		SP:Iteration 38Q (39044.820000 sec): 3 clusters
  Score: Raw -953214.547799 + Penalty 4319.485269 = -948895.062530
  nChanged 9
		SP:Iteration 39Q (39045.010000 sec): 3 clusters
  Score: Raw -953220.099010 + Penalty 4319.485269 = -948900.613741
  nChanged 11
		SP:Iteration 40F (39045.210000 sec): 3 clusters
  Score: Raw -953226.054530 + Penalty 4319.485269 = -948906.569261
  nChanged 11
		SP:Iteration 41Q (39045.400000 sec): 3 clusters
  Score: Raw -953230.686245 + Penalty 4319.485269 = -948911.200976
  nChanged 8
		SP:Iteration 42Q (39045.590000 sec): 3 clusters
  Score: Raw -953234.352255 + Penalty 4319.485269 = -948914.866986
  nChanged 4
		SP:Iteration 43Q (39045.790000 sec): 3 clusters
  Score: Raw -953235.698320 + Penalty 4319.485269 = -948916.213051
  nChanged 4
		SP:Iteration 44Q (39045.980000 sec): 3 clusters
  Score: Raw -953237.404967 + Penalty 4319.485269 = -948917.919697
  nChanged 2
		SP:Iteration 45Q (39046.170000 sec): 3 clusters
  Score: Raw -953238.496793 + Penalty 4319.485269 = -948919.011524
  nChanged 2
		SP:Iteration 46Q (39046.410000 sec): 3 clusters
  Score: Raw -953239.873784 + Penalty 4319.485269 = -948920.388514
  nChanged 4
		SP:Iteration 47Q (39046.610000 sec): 3 clusters
  Score: Raw -953242.057660 + Penalty 4319.485269 = -948922.572390
  nChanged 3
		SP:Iteration 48Q (39046.800000 sec): 3 clusters
  Score: Raw -953243.046670 + Penalty 4319.485269 = -948923.561401
  nChanged 3
		SP:Iteration 49Q (39046.980000 sec): 3 clusters
  Score: Raw -953244.852585 + Penalty 4319.485269 = -948925.367316
  nChanged 3
		SP:Iteration 50Q (39047.150000 sec): 3 clusters
  Score: Raw -953245.860859 + Penalty 4319.485269 = -948926.375589
  nChanged 3
		SP:Iteration 51Q (39047.350000 sec): 3 clusters
  Score: Raw -953246.668694 + Penalty 4319.485269 = -948927.183424
  nChanged 2
		SP:Iteration 52Q (39047.540000 sec): 3 clusters
  Score: Raw -953247.617500 + Penalty 4319.485269 = -948928.132230
  nChanged 2
		SP:Iteration 53Q (39047.740000 sec): 3 clusters
  Score: Raw -953249.096045 + Penalty 4319.485269 = -948929.610775
  nChanged 1
		SP:Iteration 54Q (39047.930000 sec): 3 clusters
  Score: Raw -953249.520408 + Penalty 4319.485269 = -948930.035139
  nChanged 0
		SP:Iteration 55F (39048.120000 sec): 3 clusters
  Score: Raw -953249.520408 + Penalty 4319.485269 = -948930.035139
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (14652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39048.320000 sec): 2 clusters
  Score: Raw -2137253.115233 + Penalty 2378.898367 = -2134874.216867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39048.620000 sec): 3 clusters
  Score: Raw -2129128.854648 + Penalty 4757.796733 = -2124371.057914
  nChanged 6322
		SP:Iteration 1F (39048.940000 sec): 3 clusters
  Score: Raw -2132738.955845 + Penalty 4757.796733 = -2127981.159111
  nChanged 986
		SP:Iteration 2F (39049.200000 sec): 3 clusters
  Score: Raw -2133275.141241 + Penalty 4757.796733 = -2128517.344508
  nChanged 838
		SP:Iteration 3F (39049.520000 sec): 3 clusters
  Score: Raw -2133696.373445 + Penalty 4757.796733 = -2128938.576712
  nChanged 716
		SP:Iteration 4Q (39049.830000 sec): 3 clusters
  Score: Raw -2134049.023049 + Penalty 4757.796733 = -2129291.226315
  nChanged 648
		SP:Iteration 5Q (39050.140000 sec): 3 clusters
  Score: Raw -2134377.041134 + Penalty 4757.796733 = -2129619.244400
  nChanged 596
		SP:Iteration 6Q (39050.450000 sec): 3 clusters
  Score: Raw -2134678.086548 + Penalty 4757.796733 = -2129920.289815
  nChanged 561
		SP:Iteration 7Q (39050.760000 sec): 3 clusters
  Score: Raw -2134950.427680 + Penalty 4757.796733 = -2130192.630947
  nChanged 533
		SP:Iteration 8Q (39051.070000 sec): 3 clusters
  Score: Raw -2135206.385891 + Penalty 4757.796733 = -2130448.589158
  nChanged 487
		SP:Iteration 9Q (39051.340000 sec): 3 clusters
  Score: Raw -2135463.890035 + Penalty 4757.796733 = -2130706.093301
  nChanged 498
		SP:Iteration 10Q (39051.610000 sec): 3 clusters
  Score: Raw -2135719.498300 + Penalty 4757.796733 = -2130961.701567
  nChanged 464
		SP:Iteration 11Q (39051.920000 sec): 3 clusters
  Score: Raw -2135942.728819 + Penalty 4757.796733 = -2131184.932085
  nChanged 435
		SP:Iteration 12Q (39052.240000 sec): 3 clusters
  Score: Raw -2136159.398348 + Penalty 4757.796733 = -2131401.601614
  nChanged 421
		SP:Iteration 13Q (39052.550000 sec): 3 clusters
  Score: Raw -2136368.327719 + Penalty 4757.796733 = -2131610.530985
  nChanged 387
		SP:Iteration 14Q (39052.860000 sec): 3 clusters
  Score: Raw -2136564.913477 + Penalty 4757.796733 = -2131807.116743
  nChanged 408
		SP:Iteration 15Q (39053.170000 sec): 3 clusters
  Score: Raw -2136786.481660 + Penalty 4757.796733 = -2132028.684926
  nChanged 401
		SP:Iteration 16Q (39053.480000 sec): 3 clusters
  Score: Raw -2137009.522446 + Penalty 4757.796733 = -2132251.725712
  nChanged 385
		SP:Iteration 17Q (39053.790000 sec): 3 clusters
  Score: Raw -2137219.879903 + Penalty 4757.796733 = -2132462.083169
  nChanged 405
		SP:Iteration 18Q (39054.110000 sec): 3 clusters
  Score: Raw -2137456.737300 + Penalty 4757.796733 = -2132698.940567
  nChanged 417
		SP:Iteration 19Q (39054.440000 sec): 3 clusters
  Score: Raw -2137737.627172 + Penalty 4757.796733 = -2132979.830439
  nChanged 413
		SP:Iteration 20F (39054.720000 sec): 3 clusters
  Score: Raw -2138013.155599 + Penalty 4757.796733 = -2133255.358865
  nChanged 411
		SP:Iteration 21Q (39054.990000 sec): 3 clusters
  Score: Raw -2138294.654988 + Penalty 4757.796733 = -2133536.858255
  nChanged 386
		SP:Iteration 22Q (39055.270000 sec): 3 clusters
  Score: Raw -2138535.224861 + Penalty 4757.796733 = -2133777.428127
  nChanged 343
		SP:Iteration 23Q (39055.540000 sec): 3 clusters
  Score: Raw -2138728.587929 + Penalty 4757.796733 = -2133970.791196
  nChanged 260
		SP:Iteration 24Q (39055.740000 sec): 3 clusters
  Score: Raw -2138864.322596 + Penalty 4757.796733 = -2134106.525862
  nChanged 230
		SP:Iteration 25Q (39055.980000 sec): 3 clusters
  Score: Raw -2138962.382074 + Penalty 4757.796733 = -2134204.585341
  nChanged 182
		SP:Iteration 26Q (39056.200000 sec): 3 clusters
  Score: Raw -2139041.979564 + Penalty 4757.796733 = -2134284.182830
  nChanged 150
		SP:Iteration 27Q (39056.440000 sec): 3 clusters
  Score: Raw -2139094.309019 + Penalty 4757.796733 = -2134336.512285
  nChanged 138
		SP:Iteration 28Q (39056.670000 sec): 3 clusters
  Score: Raw -2139142.349838 + Penalty 4757.796733 = -2134384.553104
  nChanged 115
		SP:Iteration 29Q (39056.930000 sec): 3 clusters
  Score: Raw -2139182.458717 + Penalty 4757.796733 = -2134424.661983
  nChanged 99
		SP:Iteration 30Q (39057.150000 sec): 3 clusters
  Score: Raw -2139207.737218 + Penalty 4757.796733 = -2134449.940485
  nChanged 71
		SP:Iteration 31Q (39057.410000 sec): 3 clusters
  Score: Raw -2139223.239144 + Penalty 4757.796733 = -2134465.442410
  nChanged 58
		SP:Iteration 32Q (39057.680000 sec): 3 clusters
  Score: Raw -2139236.273812 + Penalty 4757.796733 = -2134478.477079
  nChanged 50
		SP:Iteration 33Q (39057.930000 sec): 3 clusters
  Score: Raw -2139246.604575 + Penalty 4757.796733 = -2134488.807842
  nChanged 49
		SP:Iteration 34Q (39058.150000 sec): 3 clusters
  Score: Raw -2139255.219579 + Penalty 4757.796733 = -2134497.422845
  nChanged 31
		SP:Iteration 35Q (39058.420000 sec): 3 clusters
  Score: Raw -2139259.627649 + Penalty 4757.796733 = -2134501.830916
  nChanged 24
		SP:Iteration 36Q (39058.700000 sec): 3 clusters
  Score: Raw -2139262.954959 + Penalty 4757.796733 = -2134505.158226
  nChanged 17
		SP:Iteration 37Q (39058.930000 sec): 3 clusters
  Score: Raw -2139264.823644 + Penalty 4757.796733 = -2134507.026910
  nChanged 15
		SP:Iteration 38Q (39059.200000 sec): 3 clusters
  Score: Raw -2139266.250547 + Penalty 4757.796733 = -2134508.453814
  nChanged 5
		SP:Iteration 39Q (39059.480000 sec): 3 clusters
  Score: Raw -2139266.591762 + Penalty 4757.796733 = -2134508.795028
  nChanged 1
		SP:Iteration 40F (39059.770000 sec): 3 clusters
  Score: Raw -2139266.665507 + Penalty 4757.796733 = -2134508.868774
  nChanged 1
		SP:Iteration 41Q (39060.050000 sec): 3 clusters
  Score: Raw -2139266.697964 + Penalty 4757.796733 = -2134508.901230
  nChanged 0
		SP:Iteration 42F (39060.300000 sec): 3 clusters
  Score: Raw -2139266.697964 + Penalty 4757.796733 = -2134508.901230
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (31325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39060.560000 sec): 2 clusters
  Score: Raw -4961413.112767 + Penalty 2567.338601 = -4958845.774166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39060.940000 sec): 3 clusters
  Score: Raw -4942635.444627 + Penalty 5134.677203 = -4937500.767425
  nChanged 14099
		SP:Iteration 1F (39061.350000 sec): 3 clusters
  Score: Raw -4950406.749225 + Penalty 5134.677203 = -4945272.072022
  nChanged 1492
		SP:Iteration 2Q (39061.710000 sec): 3 clusters
  Score: Raw -4950941.609982 + Penalty 5134.677203 = -4945806.932779
  nChanged 1410
		SP:Iteration 3Q (39062.110000 sec): 3 clusters
  Score: Raw -4951487.383753 + Penalty 5134.677203 = -4946352.706550
  nChanged 1289
		SP:Iteration 4Q (39062.500000 sec): 3 clusters
  Score: Raw -4952094.130555 + Penalty 5134.677203 = -4946959.453352
  nChanged 1356
		SP:Iteration 5Q (39062.890000 sec): 3 clusters
  Score: Raw -4952876.709911 + Penalty 5134.677203 = -4947742.032708
  nChanged 1398
		SP:Iteration 6Q (39063.210000 sec): 3 clusters
  Score: Raw -4953806.758058 + Penalty 5134.677203 = -4948672.080855
  nChanged 1472
		SP:Iteration 7Q (39063.590000 sec): 3 clusters
  Score: Raw -4954746.864774 + Penalty 5134.677203 = -4949612.187572
  nChanged 1421
		SP:Iteration 8Q (39063.970000 sec): 3 clusters
  Score: Raw -4955657.710633 + Penalty 5134.677203 = -4950523.033430
  nChanged 1404
		SP:Iteration 9Q (39064.330000 sec): 3 clusters
  Score: Raw -4956544.369449 + Penalty 5134.677203 = -4951409.692246
  nChanged 1294
		SP:Iteration 10Q (39064.740000 sec): 3 clusters
  Score: Raw -4957314.738811 + Penalty 5134.677203 = -4952180.061608
  nChanged 1246
		SP:Iteration 11Q (39065.090000 sec): 3 clusters
  Score: Raw -4958065.400338 + Penalty 5134.677203 = -4952930.723136
  nChanged 1098
		SP:Iteration 12Q (39065.470000 sec): 3 clusters
  Score: Raw -4958731.610297 + Penalty 5134.677203 = -4953596.933095
  nChanged 1019
		SP:Iteration 13Q (39065.850000 sec): 3 clusters
  Score: Raw -4959358.931978 + Penalty 5134.677203 = -4954224.254776
  nChanged 852
		SP:Iteration 14Q (39066.190000 sec): 3 clusters
  Score: Raw -4959840.027459 + Penalty 5134.677203 = -4954705.350256
  nChanged 730
		SP:Iteration 15Q (39066.610000 sec): 3 clusters
  Score: Raw -4960235.534033 + Penalty 5134.677203 = -4955100.856830
  nChanged 632
		SP:Iteration 16Q (39066.960000 sec): 3 clusters
  Score: Raw -4960569.066803 + Penalty 5134.677203 = -4955434.389600
  nChanged 510
		SP:Iteration 17Q (39067.350000 sec): 3 clusters
  Score: Raw -4960832.145244 + Penalty 5134.677203 = -4955697.468042
  nChanged 431
		SP:Iteration 18Q (39067.690000 sec): 3 clusters
  Score: Raw -4961071.695701 + Penalty 5134.677203 = -4955937.018498
  nChanged 357
		SP:Iteration 19Q (39068.050000 sec): 3 clusters
  Score: Raw -4961274.278631 + Penalty 5134.677203 = -4956139.601428
  nChanged 274
		SP:Iteration 20F (39068.420000 sec): 3 clusters
  Score: Raw -4961409.799024 + Penalty 5134.677203 = -4956275.121821
  nChanged 193
		SP:Iteration 21Q (39068.790000 sec): 3 clusters
  Score: Raw -4961500.189763 + Penalty 5134.677203 = -4956365.512560
  nChanged 150
		SP:Iteration 22Q (39069.140000 sec): 3 clusters
  Score: Raw -4961565.565992 + Penalty 5134.677203 = -4956430.888789
  nChanged 123
		SP:Iteration 23Q (39069.490000 sec): 3 clusters
  Score: Raw -4961627.732833 + Penalty 5134.677203 = -4956493.055631
  nChanged 95
		SP:Iteration 24Q (39069.860000 sec): 3 clusters
  Score: Raw -4961671.229502 + Penalty 5134.677203 = -4956536.552299
  nChanged 82
		SP:Iteration 25Q (39070.170000 sec): 3 clusters
  Score: Raw -4961711.915575 + Penalty 5134.677203 = -4956577.238372
  nChanged 68
		SP:Iteration 26Q (39070.500000 sec): 3 clusters
  Score: Raw -4961740.382604 + Penalty 5134.677203 = -4956605.705402
  nChanged 57
		SP:Iteration 27Q (39070.900000 sec): 3 clusters
  Score: Raw -4961765.927730 + Penalty 5134.677203 = -4956631.250527
  nChanged 48
		SP:Iteration 28Q (39071.220000 sec): 3 clusters
  Score: Raw -4961787.809491 + Penalty 5134.677203 = -4956653.132289
  nChanged 32
		SP:Iteration 29Q (39071.560000 sec): 3 clusters
  Score: Raw -4961803.274771 + Penalty 5134.677203 = -4956668.597568
  nChanged 24
		SP:Iteration 30Q (39071.880000 sec): 3 clusters
  Score: Raw -4961810.652059 + Penalty 5134.677203 = -4956675.974856
  nChanged 16
		SP:Iteration 31Q (39072.240000 sec): 3 clusters
  Score: Raw -4961816.179430 + Penalty 5134.677203 = -4956681.502227
  nChanged 25
		SP:Iteration 32Q (39072.570000 sec): 3 clusters
  Score: Raw -4961825.882478 + Penalty 5134.677203 = -4956691.205275
  nChanged 22
		SP:Iteration 33Q (39072.960000 sec): 3 clusters
  Score: Raw -4961834.609837 + Penalty 5134.677203 = -4956699.932634
  nChanged 23
		SP:Iteration 34Q (39073.300000 sec): 3 clusters
  Score: Raw -4961843.895971 + Penalty 5134.677203 = -4956709.218768
  nChanged 22
		SP:Iteration 35Q (39073.650000 sec): 3 clusters
  Score: Raw -4961855.153953 + Penalty 5134.677203 = -4956720.476750
  nChanged 23
		SP:Iteration 36Q (39073.950000 sec): 3 clusters
  Score: Raw -4961864.515144 + Penalty 5134.677203 = -4956729.837942
  nChanged 23
		SP:Iteration 37Q (39074.300000 sec): 3 clusters
  Score: Raw -4961874.957349 + Penalty 5134.677203 = -4956740.280147
  nChanged 23
		SP:Iteration 38Q (39074.660000 sec): 3 clusters
  Score: Raw -4961885.387238 + Penalty 5134.677203 = -4956750.710036
  nChanged 14
		SP:Iteration 39Q (39075.010000 sec): 3 clusters
  Score: Raw -4961892.407255 + Penalty 5134.677203 = -4956757.730052
  nChanged 19
		SP:Iteration 40F (39075.330000 sec): 3 clusters
  Score: Raw -4961901.476742 + Penalty 5134.677203 = -4956766.799540
  nChanged 17
		SP:Iteration 41Q (39075.660000 sec): 3 clusters
  Score: Raw -4961909.129344 + Penalty 5134.677203 = -4956774.452141
  nChanged 18
		SP:Iteration 42Q (39076.010000 sec): 3 clusters
  Score: Raw -4961918.757123 + Penalty 5134.677203 = -4956784.079920
  nChanged 17
		SP:Iteration 43Q (39076.340000 sec): 3 clusters
  Score: Raw -4961926.581008 + Penalty 5134.677203 = -4956791.903805
  nChanged 7
		SP:Iteration 44Q (39076.680000 sec): 3 clusters
  Score: Raw -4961929.258786 + Penalty 5134.677203 = -4956794.581583
  nChanged 7
		SP:Iteration 45Q (39077.040000 sec): 3 clusters
  Score: Raw -4961932.116786 + Penalty 5134.677203 = -4956797.439583
  nChanged 4
		SP:Iteration 46Q (39077.400000 sec): 3 clusters
  Score: Raw -4961933.731623 + Penalty 5134.677203 = -4956799.054420
  nChanged 2
		SP:Iteration 47Q (39077.760000 sec): 3 clusters
  Score: Raw -4961934.501150 + Penalty 5134.677203 = -4956799.823947
  nChanged 2
		SP:Iteration 48Q (39078.070000 sec): 3 clusters
  Score: Raw -4961935.264416 + Penalty 5134.677203 = -4956800.587213
  nChanged 1
		SP:Iteration 49Q (39078.410000 sec): 3 clusters
  Score: Raw -4961935.505887 + Penalty 5134.677203 = -4956800.828684
  nChanged 1
		SP:Iteration 50Q (39078.720000 sec): 3 clusters
  Score: Raw -4961935.802659 + Penalty 5134.677203 = -4956801.125456
  nChanged 1
		SP:Iteration 51Q (39079.060000 sec): 3 clusters
  Score: Raw -4961936.004599 + Penalty 5134.677203 = -4956801.327397
  nChanged 1
		SP:Iteration 52Q (39079.410000 sec): 3 clusters
  Score: Raw -4961936.323648 + Penalty 5134.677203 = -4956801.646445
  nChanged 2
		SP:Iteration 53Q (39079.770000 sec): 3 clusters
  Score: Raw -4961936.865062 + Penalty 5134.677203 = -4956802.187859
  nChanged 0
		SP:Iteration 54F (39080.110000 sec): 3 clusters
  Score: Raw -4961936.865062 + Penalty 5134.677203 = -4956802.187859
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (21088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39080.340000 sec): 2 clusters
  Score: Raw -3365283.754209 + Penalty 2469.201940 = -3362814.552269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39080.630000 sec): 3 clusters
  Score: Raw -3353019.970236 + Penalty 4938.403881 = -3348081.566355
  nChanged 9283
		SP:Iteration 1F (39080.920000 sec): 3 clusters
  Score: Raw -3358215.090599 + Penalty 4938.403881 = -3353276.686719
  nChanged 1233
		SP:Iteration 2F (39081.260000 sec): 3 clusters
  Score: Raw -3358818.452857 + Penalty 4938.403881 = -3353880.048976
  nChanged 1183
		SP:Iteration 3F (39081.520000 sec): 3 clusters
  Score: Raw -3359383.852272 + Penalty 4938.403881 = -3354445.448391
  nChanged 1137
		SP:Iteration 4F (39081.810000 sec): 3 clusters
  Score: Raw -3359983.396635 + Penalty 4938.403881 = -3355044.992754
  nChanged 1132
		SP:Iteration 5F (39082.110000 sec): 3 clusters
  Score: Raw -3360646.739022 + Penalty 4938.403881 = -3355708.335141
  nChanged 1197
		SP:Iteration 6F (39082.410000 sec): 3 clusters
  Score: Raw -3361453.996116 + Penalty 4938.403881 = -3356515.592235
  nChanged 1162
		SP:Iteration 7F (39082.720000 sec): 3 clusters
  Score: Raw -3362278.410052 + Penalty 4938.403881 = -3357340.006171
  nChanged 1048
		SP:Iteration 8Q (39083.020000 sec): 3 clusters
  Score: Raw -3363064.323168 + Penalty 4938.403881 = -3358125.919288
  nChanged 918
		SP:Iteration 9Q (39083.350000 sec): 3 clusters
  Score: Raw -3363769.183549 + Penalty 4938.403881 = -3358830.779668
  nChanged 756
		SP:Iteration 10Q (39083.640000 sec): 3 clusters
  Score: Raw -3364310.498502 + Penalty 4938.403881 = -3359372.094621
  nChanged 556
		SP:Iteration 11Q (39083.920000 sec): 3 clusters
  Score: Raw -3364687.405630 + Penalty 4938.403881 = -3359749.001749
  nChanged 397
		SP:Iteration 12Q (39084.160000 sec): 3 clusters
  Score: Raw -3364944.840052 + Penalty 4938.403881 = -3360006.436171
  nChanged 326
		SP:Iteration 13Q (39084.470000 sec): 3 clusters
  Score: Raw -3365155.983190 + Penalty 4938.403881 = -3360217.579309
  nChanged 241
		SP:Iteration 14Q (39084.750000 sec): 3 clusters
  Score: Raw -3365301.487522 + Penalty 4938.403881 = -3360363.083641
  nChanged 193
		SP:Iteration 15Q (39085.090000 sec): 3 clusters
  Score: Raw -3365413.409987 + Penalty 4938.403881 = -3360475.006106
  nChanged 144
		SP:Iteration 16Q (39085.330000 sec): 3 clusters
  Score: Raw -3365489.889130 + Penalty 4938.403881 = -3360551.485249
  nChanged 119
		SP:Iteration 17Q (39085.640000 sec): 3 clusters
  Score: Raw -3365550.953956 + Penalty 4938.403881 = -3360612.550075
  nChanged 101
		SP:Iteration 18Q (39085.910000 sec): 3 clusters
  Score: Raw -3365599.432024 + Penalty 4938.403881 = -3360661.028143
  nChanged 82
		SP:Iteration 19Q (39086.200000 sec): 3 clusters
  Score: Raw -3365639.839641 + Penalty 4938.403881 = -3360701.435760
  nChanged 76
		SP:Iteration 20F (39086.480000 sec): 3 clusters
  Score: Raw -3365680.109173 + Penalty 4938.403881 = -3360741.705292
  nChanged 72
		SP:Iteration 21Q (39086.770000 sec): 3 clusters
  Score: Raw -3365716.063431 + Penalty 4938.403881 = -3360777.659550
  nChanged 53
		SP:Iteration 22Q (39087.020000 sec): 3 clusters
  Score: Raw -3365743.854788 + Penalty 4938.403881 = -3360805.450908
  nChanged 38
		SP:Iteration 23Q (39087.380000 sec): 3 clusters
  Score: Raw -3365762.574577 + Penalty 4938.403881 = -3360824.170697
  nChanged 30
		SP:Iteration 24Q (39087.620000 sec): 3 clusters
  Score: Raw -3365774.524769 + Penalty 4938.403881 = -3360836.120888
  nChanged 19
		SP:Iteration 25Q (39087.930000 sec): 3 clusters
  Score: Raw -3365781.075100 + Penalty 4938.403881 = -3360842.671219
  nChanged 16
		SP:Iteration 26Q (39088.170000 sec): 3 clusters
  Score: Raw -3365786.390443 + Penalty 4938.403881 = -3360847.986562
  nChanged 14
		SP:Iteration 27Q (39088.440000 sec): 3 clusters
  Score: Raw -3365789.577551 + Penalty 4938.403881 = -3360851.173670
  nChanged 2
		SP:Iteration 28Q (39088.710000 sec): 3 clusters
  Score: Raw -3365791.356877 + Penalty 4938.403881 = -3360852.952996
  nChanged 6
		SP:Iteration 29Q (39089.000000 sec): 3 clusters
  Score: Raw -3365793.318449 + Penalty 4938.403881 = -3360854.914569
  nChanged 9
		SP:Iteration 30Q (39089.280000 sec): 3 clusters
  Score: Raw -3365795.859931 + Penalty 4938.403881 = -3360857.456050
  nChanged 7
		SP:Iteration 31Q (39089.600000 sec): 3 clusters
  Score: Raw -3365798.636318 + Penalty 4938.403881 = -3360860.232437
  nChanged 6
		SP:Iteration 32Q (39089.860000 sec): 3 clusters
  Score: Raw -3365801.210734 + Penalty 4938.403881 = -3360862.806853
  nChanged 4
		SP:Iteration 33Q (39090.160000 sec): 3 clusters
  Score: Raw -3365803.472099 + Penalty 4938.403881 = -3360865.068218
  nChanged 6
		SP:Iteration 34Q (39090.440000 sec): 3 clusters
  Score: Raw -3365804.906255 + Penalty 4938.403881 = -3360866.502374
  nChanged 5
		SP:Iteration 35Q (39090.750000 sec): 3 clusters
  Score: Raw -3365806.709633 + Penalty 4938.403881 = -3360868.305752
  nChanged 4
		SP:Iteration 36Q (39091.060000 sec): 3 clusters
  Score: Raw -3365808.646359 + Penalty 4938.403881 = -3360870.242478
  nChanged 8
		SP:Iteration 37Q (39091.370000 sec): 3 clusters
  Score: Raw -3365810.985100 + Penalty 4938.403881 = -3360872.581219
  nChanged 6
		SP:Iteration 38Q (39091.630000 sec): 3 clusters
  Score: Raw -3365812.325498 + Penalty 4938.403881 = -3360873.921617
  nChanged 3
		SP:Iteration 39Q (39091.950000 sec): 3 clusters
  Score: Raw -3365813.527877 + Penalty 4938.403881 = -3360875.123996
  nChanged 5
		SP:Iteration 40F (39092.190000 sec): 3 clusters
  Score: Raw -3365815.778360 + Penalty 4938.403881 = -3360877.374479
  nChanged 8
		SP:Iteration 41Q (39092.520000 sec): 3 clusters
  Score: Raw -3365818.129261 + Penalty 4938.403881 = -3360879.725381
  nChanged 7
		SP:Iteration 42Q (39092.860000 sec): 3 clusters
  Score: Raw -3365820.371291 + Penalty 4938.403881 = -3360881.967410
  nChanged 4
		SP:Iteration 43Q (39093.120000 sec): 3 clusters
  Score: Raw -3365821.827163 + Penalty 4938.403881 = -3360883.423282
  nChanged 3
		SP:Iteration 44Q (39093.410000 sec): 3 clusters
  Score: Raw -3365822.678191 + Penalty 4938.403881 = -3360884.274311
  nChanged 7
		SP:Iteration 45Q (39093.710000 sec): 3 clusters
  Score: Raw -3365825.632141 + Penalty 4938.403881 = -3360887.228260
  nChanged 5
		SP:Iteration 46Q (39093.990000 sec): 3 clusters
  Score: Raw -3365828.093298 + Penalty 4938.403881 = -3360889.689417
  nChanged 5
		SP:Iteration 47Q (39094.330000 sec): 3 clusters
  Score: Raw -3365830.045305 + Penalty 4938.403881 = -3360891.641424
  nChanged 5
		SP:Iteration 48Q (39094.620000 sec): 3 clusters
  Score: Raw -3365833.087994 + Penalty 4938.403881 = -3360894.684113
  nChanged 8
		SP:Iteration 49Q (39094.960000 sec): 3 clusters
  Score: Raw -3365837.049351 + Penalty 4938.403881 = -3360898.645470
  nChanged 3
		SP:Iteration 50Q (39095.260000 sec): 3 clusters
  Score: Raw -3365839.172691 + Penalty 4938.403881 = -3360900.768811
  nChanged 3
		SP:Iteration 51Q (39095.530000 sec): 3 clusters
  Score: Raw -3365840.689005 + Penalty 4938.403881 = -3360902.285124
  nChanged 3
		SP:Iteration 52Q (39095.820000 sec): 3 clusters
  Score: Raw -3365842.239053 + Penalty 4938.403881 = -3360903.835172
  nChanged 6
		SP:Iteration 53Q (39096.110000 sec): 3 clusters
  Score: Raw -3365843.999270 + Penalty 4938.403881 = -3360905.595389
  nChanged 3
		SP:Iteration 54Q (39096.380000 sec): 3 clusters
  Score: Raw -3365845.315174 + Penalty 4938.403881 = -3360906.911293
  nChanged 3
		SP:Iteration 55Q (39096.680000 sec): 3 clusters
  Score: Raw -3365846.062476 + Penalty 4938.403881 = -3360907.658595
  nChanged 1
		SP:Iteration 56Q (39096.970000 sec): 3 clusters
  Score: Raw -3365846.453850 + Penalty 4938.403881 = -3360908.049970
  nChanged 0
		SP:Iteration 57F (39097.280000 sec): 3 clusters
  Score: Raw -3365846.453850 + Penalty 4938.403881 = -3360908.049970
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (3174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39097.390000 sec): 2 clusters
  Score: Raw -476582.001056 + Penalty 1999.561479 = -474582.439577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39097.560000 sec): 3 clusters
  Score: Raw -475238.266722 + Penalty 3999.122959 = -471239.143763
  nChanged 1076
		SP:Iteration 1F (39097.740000 sec): 3 clusters
  Score: Raw -475923.777424 + Penalty 3999.122959 = -471924.654465
  nChanged 240
		SP:Iteration 2F (39097.930000 sec): 3 clusters
  Score: Raw -476080.384057 + Penalty 3999.122959 = -472081.261098
  nChanged 152
		SP:Iteration 3Q (39098.110000 sec): 3 clusters
  Score: Raw -476173.888791 + Penalty 3999.122959 = -472174.765833
  nChanged 101
		SP:Iteration 4Q (39098.330000 sec): 3 clusters
  Score: Raw -476228.489118 + Penalty 3999.122959 = -472229.366159
  nChanged 71
		SP:Iteration 5Q (39098.490000 sec): 3 clusters
  Score: Raw -476274.091191 + Penalty 3999.122959 = -472274.968232
  nChanged 75
		SP:Iteration 6Q (39098.660000 sec): 3 clusters
  Score: Raw -476320.721474 + Penalty 3999.122959 = -472321.598515
  nChanged 62
		SP:Iteration 7Q (39098.800000 sec): 3 clusters
  Score: Raw -476360.887075 + Penalty 3999.122959 = -472361.764116
  nChanged 59
		SP:Iteration 8Q (39098.970000 sec): 3 clusters
  Score: Raw -476396.639024 + Penalty 3999.122959 = -472397.516065
  nChanged 45
		SP:Iteration 9Q (39099.160000 sec): 3 clusters
  Score: Raw -476423.489403 + Penalty 3999.122959 = -472424.366444
  nChanged 45
		SP:Iteration 10Q (39099.330000 sec): 3 clusters
  Score: Raw -476449.783739 + Penalty 3999.122959 = -472450.660780
  nChanged 29
		SP:Iteration 11Q (39099.510000 sec): 3 clusters
  Score: Raw -476466.332863 + Penalty 3999.122959 = -472467.209904
  nChanged 25
		SP:Iteration 12Q (39099.650000 sec): 3 clusters
  Score: Raw -476475.959272 + Penalty 3999.122959 = -472476.836313
  nChanged 14
		SP:Iteration 13Q (39099.770000 sec): 3 clusters
  Score: Raw -476484.240321 + Penalty 3999.122959 = -472485.117362
  nChanged 17
		SP:Iteration 14Q (39099.910000 sec): 3 clusters
  Score: Raw -476492.643904 + Penalty 3999.122959 = -472493.520945
  nChanged 29
		SP:Iteration 15Q (39100.050000 sec): 3 clusters
  Score: Raw -476510.657333 + Penalty 3999.122959 = -472511.534374
  nChanged 27
		SP:Iteration 16Q (39100.210000 sec): 3 clusters
  Score: Raw -476527.109444 + Penalty 3999.122959 = -472527.986485
  nChanged 24
		SP:Iteration 17Q (39100.340000 sec): 3 clusters
  Score: Raw -476542.347099 + Penalty 3999.122959 = -472543.224140
  nChanged 23
		SP:Iteration 18Q (39100.500000 sec): 3 clusters
  Score: Raw -476553.099264 + Penalty 3999.122959 = -472553.976305
  nChanged 19
		SP:Iteration 19Q (39100.680000 sec): 3 clusters
  Score: Raw -476562.613038 + Penalty 3999.122959 = -472563.490079
  nChanged 19
		SP:Iteration 20F (39100.860000 sec): 3 clusters
  Score: Raw -476573.600484 + Penalty 3999.122959 = -472574.477525
  nChanged 14
		SP:Iteration 21Q (39101.030000 sec): 3 clusters
  Score: Raw -476579.207552 + Penalty 3999.122959 = -472580.084593
  nChanged 15
		SP:Iteration 22Q (39101.210000 sec): 3 clusters
  Score: Raw -476586.788331 + Penalty 3999.122959 = -472587.665372
  nChanged 16
		SP:Iteration 23Q (39101.410000 sec): 3 clusters
  Score: Raw -476598.056547 + Penalty 3999.122959 = -472598.933588
  nChanged 12
		SP:Iteration 24Q (39101.560000 sec): 3 clusters
  Score: Raw -476602.398066 + Penalty 3999.122959 = -472603.275107
  nChanged 5
		SP:Iteration 25Q (39101.760000 sec): 3 clusters
  Score: Raw -476605.480215 + Penalty 3999.122959 = -472606.357256
  nChanged 8
		SP:Iteration 26Q (39101.950000 sec): 3 clusters
  Score: Raw -476608.394580 + Penalty 3999.122959 = -472609.271621
  nChanged 6
		SP:Iteration 27Q (39102.140000 sec): 3 clusters
  Score: Raw -476610.090855 + Penalty 3999.122959 = -472610.967896
  nChanged 5
		SP:Iteration 28Q (39102.330000 sec): 3 clusters
  Score: Raw -476611.391711 + Penalty 3999.122959 = -472612.268752
  nChanged 5
		SP:Iteration 29Q (39102.500000 sec): 3 clusters
  Score: Raw -476612.915033 + Penalty 3999.122959 = -472613.792074
  nChanged 2
		SP:Iteration 30Q (39102.680000 sec): 3 clusters
  Score: Raw -476613.898511 + Penalty 3999.122959 = -472614.775552
  nChanged 4
		SP:Iteration 31Q (39102.850000 sec): 3 clusters
  Score: Raw -476615.125325 + Penalty 3999.122959 = -472616.002366
  nChanged 2
		SP:Iteration 32Q (39103.030000 sec): 3 clusters
  Score: Raw -476616.557484 + Penalty 3999.122959 = -472617.434525
  nChanged 2
		SP:Iteration 33Q (39103.190000 sec): 3 clusters
  Score: Raw -476617.039711 + Penalty 3999.122959 = -472617.916752
  nChanged 1
		SP:Iteration 34Q (39103.370000 sec): 3 clusters
  Score: Raw -476617.436513 + Penalty 3999.122959 = -472618.313554
  nChanged 2
		SP:Iteration 35Q (39103.530000 sec): 3 clusters
  Score: Raw -476617.872312 + Penalty 3999.122959 = -472618.749353
  nChanged 0
		SP:Iteration 36F (39103.770000 sec): 3 clusters
  Score: Raw -476617.872312 + Penalty 3999.122959 = -472618.749353
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (190929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39104.890000 sec): 2 clusters
  Score: Raw -30715682.711305 + Penalty 3015.594914 = -30712667.116391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39106.220000 sec): 3 clusters
  Score: Raw -30590519.942264 + Penalty 6031.189827 = -30584488.752437
  nChanged 91804
		SP:Iteration 1F (39107.610000 sec): 3 clusters
  Score: Raw -30644443.956765 + Penalty 6031.189827 = -30638412.766938
  nChanged 5459
		SP:Iteration 2Q (39109.160000 sec): 3 clusters
  Score: Raw -30645698.513255 + Penalty 6031.189827 = -30639667.323427
  nChanged 5915
		SP:Iteration 3Q (39110.670000 sec): 3 clusters
  Score: Raw -30647380.867345 + Penalty 6031.189827 = -30641349.677518
  nChanged 6841
		SP:Iteration 4Q (39112.250000 sec): 3 clusters
  Score: Raw -30649874.781748 + Penalty 6031.189827 = -30643843.591920
  nChanged 8151
		SP:Iteration 5Q (39113.780000 sec): 3 clusters
  Score: Raw -30653769.298571 + Penalty 6031.189827 = -30647738.108743
  nChanged 10259
		SP:Iteration 6F (39115.150000 sec): 3 clusters
  Score: Raw -30659851.674448 + Penalty 6031.189827 = -30653820.484620
  nChanged 12494
		SP:Iteration 7F (39116.470000 sec): 3 clusters
  Score: Raw -30668886.424857 + Penalty 6031.189827 = -30662855.235029
  nChanged 14178
		SP:Iteration 8F (39117.810000 sec): 3 clusters
  Score: Raw -30680524.487554 + Penalty 6031.189827 = -30674493.297727
  nChanged 14127
		SP:Iteration 9F (39119.170000 sec): 3 clusters
  Score: Raw -30692884.758864 + Penalty 6031.189827 = -30686853.569037
  nChanged 11622
		SP:Iteration 10F (39120.550000 sec): 3 clusters
  Score: Raw -30703336.119722 + Penalty 6031.189827 = -30697304.929895
  nChanged 7703
		SP:Iteration 11Q (39121.910000 sec): 3 clusters
  Score: Raw -30710078.728846 + Penalty 6031.189827 = -30704047.539018
  nChanged 4028
		SP:Iteration 12Q (39123.270000 sec): 3 clusters
  Score: Raw -30713417.607821 + Penalty 6031.189827 = -30707386.417994
  nChanged 1875
		SP:Iteration 13Q (39124.590000 sec): 3 clusters
  Score: Raw -30714941.928501 + Penalty 6031.189827 = -30708910.738674
  nChanged 791
		SP:Iteration 14Q (39125.820000 sec): 3 clusters
  Score: Raw -30715552.108982 + Penalty 6031.189827 = -30709520.919155
  nChanged 368
		SP:Iteration 15Q (39127.100000 sec): 3 clusters
  Score: Raw -30715833.433814 + Penalty 6031.189827 = -30709802.243987
  nChanged 208
		SP:Iteration 16Q (39128.360000 sec): 3 clusters
  Score: Raw -30715998.622006 + Penalty 6031.189827 = -30709967.432179
  nChanged 126
		SP:Iteration 17Q (39129.560000 sec): 3 clusters
  Score: Raw -30716100.218867 + Penalty 6031.189827 = -30710069.029040
  nChanged 94
		SP:Iteration 18Q (39130.740000 sec): 3 clusters
  Score: Raw -30716159.622336 + Penalty 6031.189827 = -30710128.432509
  nChanged 49
		SP:Iteration 19Q (39131.880000 sec): 3 clusters
  Score: Raw -30716189.345652 + Penalty 6031.189827 = -30710158.155824
  nChanged 39
		SP:Iteration 20F (39133.130000 sec): 3 clusters
  Score: Raw -30716213.889394 + Penalty 6031.189827 = -30710182.699567
  nChanged 32
		SP:Iteration 21Q (39134.290000 sec): 3 clusters
  Score: Raw -30716233.952788 + Penalty 6031.189827 = -30710202.762961
  nChanged 26
		SP:Iteration 22Q (39135.530000 sec): 3 clusters
  Score: Raw -30716248.287158 + Penalty 6031.189827 = -30710217.097331
  nChanged 15
		SP:Iteration 23Q (39136.730000 sec): 3 clusters
  Score: Raw -30716255.917747 + Penalty 6031.189827 = -30710224.727919
  nChanged 10
		SP:Iteration 24Q (39137.920000 sec): 3 clusters
  Score: Raw -30716263.284168 + Penalty 6031.189827 = -30710232.094341
  nChanged 8
		SP:Iteration 25Q (39139.120000 sec): 3 clusters
  Score: Raw -30716269.535010 + Penalty 6031.189827 = -30710238.345183
  nChanged 12
		SP:Iteration 26Q (39140.360000 sec): 3 clusters
  Score: Raw -30716277.672316 + Penalty 6031.189827 = -30710246.482488
  nChanged 11
		SP:Iteration 27Q (39141.500000 sec): 3 clusters
  Score: Raw -30716283.468457 + Penalty 6031.189827 = -30710252.278630
  nChanged 8
		SP:Iteration 28Q (39142.640000 sec): 3 clusters
  Score: Raw -30716288.788166 + Penalty 6031.189827 = -30710257.598339
  nChanged 10
		SP:Iteration 29Q (39143.840000 sec): 3 clusters
  Score: Raw -30716293.332652 + Penalty 6031.189827 = -30710262.142825
  nChanged 7
		SP:Iteration 30Q (39145.040000 sec): 3 clusters
  Score: Raw -30716296.301779 + Penalty 6031.189827 = -30710265.111952
  nChanged 6
		SP:Iteration 31Q (39146.220000 sec): 3 clusters
  Score: Raw -30716299.629767 + Penalty 6031.189827 = -30710268.439939
  nChanged 6
		SP:Iteration 32Q (39147.440000 sec): 3 clusters
  Score: Raw -30716302.308559 + Penalty 6031.189827 = -30710271.118731
  nChanged 8
		SP:Iteration 33Q (39148.630000 sec): 3 clusters
  Score: Raw -30716305.259612 + Penalty 6031.189827 = -30710274.069784
  nChanged 7
		SP:Iteration 34Q (39149.900000 sec): 3 clusters
  Score: Raw -30716307.543344 + Penalty 6031.189827 = -30710276.353517
  nChanged 6
		SP:Iteration 35Q (39151.200000 sec): 3 clusters
  Score: Raw -30716310.803958 + Penalty 6031.189827 = -30710279.614131
  nChanged 9
		SP:Iteration 36Q (39152.420000 sec): 3 clusters
  Score: Raw -30716314.544577 + Penalty 6031.189827 = -30710283.354750
  nChanged 10
		SP:Iteration 37Q (39153.770000 sec): 3 clusters
  Score: Raw -30716319.439583 + Penalty 6031.189827 = -30710288.249755
  nChanged 8
		SP:Iteration 38Q (39155.120000 sec): 3 clusters
  Score: Raw -30716322.552623 + Penalty 6031.189827 = -30710291.362796
  nChanged 8
		SP:Iteration 39Q (39156.370000 sec): 3 clusters
  Score: Raw -30716326.428154 + Penalty 6031.189827 = -30710295.238326
  nChanged 7
		SP:Iteration 40F (39157.690000 sec): 3 clusters
  Score: Raw -30716328.652247 + Penalty 6031.189827 = -30710297.462419
  nChanged 5
		SP:Iteration 41Q (39158.930000 sec): 3 clusters
  Score: Raw -30716330.509312 + Penalty 6031.189827 = -30710299.319484
  nChanged 4
		SP:Iteration 42Q (39160.180000 sec): 3 clusters
  Score: Raw -30716333.257847 + Penalty 6031.189827 = -30710302.068019
  nChanged 5
		SP:Iteration 43Q (39161.420000 sec): 3 clusters
  Score: Raw -30716336.748474 + Penalty 6031.189827 = -30710305.558647
  nChanged 4
		SP:Iteration 44Q (39162.580000 sec): 3 clusters
  Score: Raw -30716338.021470 + Penalty 6031.189827 = -30710306.831643
  nChanged 6
		SP:Iteration 45Q (39163.810000 sec): 3 clusters
  Score: Raw -30716341.221127 + Penalty 6031.189827 = -30710310.031299
  nChanged 5
		SP:Iteration 46Q (39164.950000 sec): 3 clusters
  Score: Raw -30716343.128212 + Penalty 6031.189827 = -30710311.938385
  nChanged 5
		SP:Iteration 47Q (39166.050000 sec): 3 clusters
  Score: Raw -30716346.170791 + Penalty 6031.189827 = -30710314.980964
  nChanged 5
		SP:Iteration 48Q (39167.220000 sec): 3 clusters
  Score: Raw -30716348.065556 + Penalty 6031.189827 = -30710316.875728
  nChanged 3
		SP:Iteration 49Q (39168.300000 sec): 3 clusters
  Score: Raw -30716349.479808 + Penalty 6031.189827 = -30710318.289980
  nChanged 1
		SP:Iteration 50Q (39169.460000 sec): 3 clusters
  Score: Raw -30716350.211734 + Penalty 6031.189827 = -30710319.021906
  nChanged 1
		SP:Iteration 51Q (39170.630000 sec): 3 clusters
  Score: Raw -30716351.042921 + Penalty 6031.189827 = -30710319.853094
  nChanged 5
		SP:Iteration 52Q (39171.770000 sec): 3 clusters
  Score: Raw -30716354.072410 + Penalty 6031.189827 = -30710322.882583
  nChanged 2
		SP:Iteration 53Q (39173.040000 sec): 3 clusters
  Score: Raw -30716355.903338 + Penalty 6031.189827 = -30710324.713510
  nChanged 3
		SP:Iteration 54Q (39174.120000 sec): 3 clusters
  Score: Raw -30716357.575752 + Penalty 6031.189827 = -30710326.385924
  nChanged 2
		SP:Iteration 55Q (39175.240000 sec): 3 clusters
  Score: Raw -30716358.747868 + Penalty 6031.189827 = -30710327.558041
  nChanged 2
		SP:Iteration 56Q (39176.230000 sec): 3 clusters
  Score: Raw -30716359.359029 + Penalty 6031.189827 = -30710328.169202
  nChanged 0
		SP:Iteration 57F (39177.390000 sec): 3 clusters
  Score: Raw -30716359.359029 + Penalty 6031.189827 = -30710328.169202
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (9868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39177.620000 sec): 2 clusters
  Score: Raw -1510702.942309 + Penalty 2280.869014 = -1508422.073294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39177.810000 sec): 3 clusters
  Score: Raw -1505449.416949 + Penalty 4561.738029 = -1500887.678920
  nChanged 4114
		SP:Iteration 1F (39177.990000 sec): 3 clusters
  Score: Raw -1507649.454933 + Penalty 4561.738029 = -1503087.716904
  nChanged 717
		SP:Iteration 2F (39178.170000 sec): 3 clusters
  Score: Raw -1508030.037956 + Penalty 4561.738029 = -1503468.299927
  nChanged 558
		SP:Iteration 3F (39178.380000 sec): 3 clusters
  Score: Raw -1508334.116938 + Penalty 4561.738029 = -1503772.378909
  nChanged 495
		SP:Iteration 4F (39178.580000 sec): 3 clusters
  Score: Raw -1508670.040236 + Penalty 4561.738029 = -1504108.302207
  nChanged 511
		SP:Iteration 5F (39178.810000 sec): 3 clusters
  Score: Raw -1509004.431154 + Penalty 4561.738029 = -1504442.693125
  nChanged 476
		SP:Iteration 6Q (39179.060000 sec): 3 clusters
  Score: Raw -1509302.597654 + Penalty 4561.738029 = -1504740.859625
  nChanged 442
		SP:Iteration 7Q (39179.300000 sec): 3 clusters
  Score: Raw -1509572.130803 + Penalty 4561.738029 = -1505010.392774
  nChanged 390
		SP:Iteration 8Q (39179.500000 sec): 3 clusters
  Score: Raw -1509794.370356 + Penalty 4561.738029 = -1505232.632327
  nChanged 391
		SP:Iteration 9Q (39179.730000 sec): 3 clusters
  Score: Raw -1510040.266175 + Penalty 4561.738029 = -1505478.528146
  nChanged 385
		SP:Iteration 10Q (39179.960000 sec): 3 clusters
  Score: Raw -1510267.315011 + Penalty 4561.738029 = -1505705.576982
  nChanged 349
		SP:Iteration 11Q (39180.160000 sec): 3 clusters
  Score: Raw -1510476.897806 + Penalty 4561.738029 = -1505915.159778
  nChanged 314
		SP:Iteration 12Q (39180.410000 sec): 3 clusters
  Score: Raw -1510661.565409 + Penalty 4561.738029 = -1506099.827380
  nChanged 275
		SP:Iteration 13Q (39180.640000 sec): 3 clusters
  Score: Raw -1510813.536930 + Penalty 4561.738029 = -1506251.798902
  nChanged 217
		SP:Iteration 14Q (39180.850000 sec): 3 clusters
  Score: Raw -1510918.434447 + Penalty 4561.738029 = -1506356.696418
  nChanged 168
		SP:Iteration 15Q (39181.080000 sec): 3 clusters
  Score: Raw -1510999.155261 + Penalty 4561.738029 = -1506437.417232
  nChanged 168
		SP:Iteration 16Q (39181.350000 sec): 3 clusters
  Score: Raw -1511093.053523 + Penalty 4561.738029 = -1506531.315494
  nChanged 161
		SP:Iteration 17Q (39181.560000 sec): 3 clusters
  Score: Raw -1511175.996526 + Penalty 4561.738029 = -1506614.258498
  nChanged 159
		SP:Iteration 18Q (39181.840000 sec): 3 clusters
  Score: Raw -1511265.297702 + Penalty 4561.738029 = -1506703.559673
  nChanged 159
		SP:Iteration 19Q (39182.040000 sec): 3 clusters
  Score: Raw -1511361.885983 + Penalty 4561.738029 = -1506800.147954
  nChanged 141
		SP:Iteration 20F (39182.260000 sec): 3 clusters
  Score: Raw -1511444.604120 + Penalty 4561.738029 = -1506882.866092
  nChanged 123
		SP:Iteration 21Q (39182.480000 sec): 3 clusters
  Score: Raw -1511515.448580 + Penalty 4561.738029 = -1506953.710551
  nChanged 109
		SP:Iteration 22Q (39182.660000 sec): 3 clusters
  Score: Raw -1511578.870564 + Penalty 4561.738029 = -1507017.132535
  nChanged 97
		SP:Iteration 23Q (39182.890000 sec): 3 clusters
  Score: Raw -1511635.708211 + Penalty 4561.738029 = -1507073.970182
  nChanged 85
		SP:Iteration 24Q (39183.090000 sec): 3 clusters
  Score: Raw -1511686.409362 + Penalty 4561.738029 = -1507124.671333
  nChanged 59
		SP:Iteration 25Q (39183.320000 sec): 3 clusters
  Score: Raw -1511717.731665 + Penalty 4561.738029 = -1507155.993636
  nChanged 46
		SP:Iteration 26Q (39183.510000 sec): 3 clusters
  Score: Raw -1511743.435741 + Penalty 4561.738029 = -1507181.697713
  nChanged 35
		SP:Iteration 27Q (39183.700000 sec): 3 clusters
  Score: Raw -1511761.736625 + Penalty 4561.738029 = -1507199.998596
  nChanged 22
		SP:Iteration 28Q (39183.890000 sec): 3 clusters
  Score: Raw -1511773.885221 + Penalty 4561.738029 = -1507212.147192
  nChanged 24
		SP:Iteration 29Q (39184.080000 sec): 3 clusters
  Score: Raw -1511786.959113 + Penalty 4561.738029 = -1507225.221084
  nChanged 19
		SP:Iteration 30Q (39184.270000 sec): 3 clusters
  Score: Raw -1511798.359784 + Penalty 4561.738029 = -1507236.621755
  nChanged 14
		SP:Iteration 31Q (39184.460000 sec): 3 clusters
  Score: Raw -1511805.745452 + Penalty 4561.738029 = -1507244.007423
  nChanged 9
		SP:Iteration 32Q (39184.650000 sec): 3 clusters
  Score: Raw -1511810.226601 + Penalty 4561.738029 = -1507248.488572
  nChanged 9
		SP:Iteration 33Q (39184.850000 sec): 3 clusters
  Score: Raw -1511815.261522 + Penalty 4561.738029 = -1507253.523493
  nChanged 6
		SP:Iteration 34Q (39185.080000 sec): 3 clusters
  Score: Raw -1511817.640855 + Penalty 4561.738029 = -1507255.902826
  nChanged 6
		SP:Iteration 35Q (39185.290000 sec): 3 clusters
  Score: Raw -1511820.650993 + Penalty 4561.738029 = -1507258.912964
  nChanged 4
		SP:Iteration 36Q (39185.480000 sec): 3 clusters
  Score: Raw -1511822.524083 + Penalty 4561.738029 = -1507260.786054
  nChanged 3
		SP:Iteration 37Q (39185.670000 sec): 3 clusters
  Score: Raw -1511824.613992 + Penalty 4561.738029 = -1507262.875963
  nChanged 7
		SP:Iteration 38Q (39185.860000 sec): 3 clusters
  Score: Raw -1511827.836667 + Penalty 4561.738029 = -1507266.098638
  nChanged 3
		SP:Iteration 39Q (39186.050000 sec): 3 clusters
  Score: Raw -1511830.584285 + Penalty 4561.738029 = -1507268.846257
  nChanged 2
		SP:Iteration 40F (39186.240000 sec): 3 clusters
  Score: Raw -1511831.396728 + Penalty 4561.738029 = -1507269.658699
  nChanged 1
		SP:Iteration 41Q (39186.440000 sec): 3 clusters
  Score: Raw -1511831.776906 + Penalty 4561.738029 = -1507270.038877
  nChanged 1
		SP:Iteration 42Q (39186.630000 sec): 3 clusters
  Score: Raw -1511832.441755 + Penalty 4561.738029 = -1507270.703726
  nChanged 0
		SP:Iteration 43F (39186.820000 sec): 3 clusters
  Score: Raw -1511832.441755 + Penalty 4561.738029 = -1507270.703726
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (15952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39186.990000 sec): 2 clusters
  Score: Raw -2470776.980424 + Penalty 2399.980194 = -2468377.000230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39187.290000 sec): 3 clusters
  Score: Raw -2461717.555945 + Penalty 4799.960388 = -2456917.595557
  nChanged 6971
		SP:Iteration 1F (39187.580000 sec): 3 clusters
  Score: Raw -2465586.544975 + Penalty 4799.960388 = -2460786.584586
  nChanged 1048
		SP:Iteration 2F (39187.920000 sec): 3 clusters
  Score: Raw -2466105.236278 + Penalty 4799.960388 = -2461305.275890
  nChanged 895
		SP:Iteration 3F (39188.260000 sec): 3 clusters
  Score: Raw -2466567.248932 + Penalty 4799.960388 = -2461767.288544
  nChanged 831
		SP:Iteration 4F (39188.560000 sec): 3 clusters
  Score: Raw -2467022.522322 + Penalty 4799.960388 = -2462222.561934
  nChanged 764
		SP:Iteration 5Q (39188.860000 sec): 3 clusters
  Score: Raw -2467459.486353 + Penalty 4799.960388 = -2462659.525964
  nChanged 747
		SP:Iteration 6Q (39189.200000 sec): 3 clusters
  Score: Raw -2467909.613022 + Penalty 4799.960388 = -2463109.652634
  nChanged 733
		SP:Iteration 7Q (39189.540000 sec): 3 clusters
  Score: Raw -2468326.003282 + Penalty 4799.960388 = -2463526.042894
  nChanged 691
		SP:Iteration 8Q (39189.830000 sec): 3 clusters
  Score: Raw -2468705.656293 + Penalty 4799.960388 = -2463905.695905
  nChanged 668
		SP:Iteration 9Q (39190.180000 sec): 3 clusters
  Score: Raw -2469107.752030 + Penalty 4799.960388 = -2464307.791642
  nChanged 605
		SP:Iteration 10Q (39190.470000 sec): 3 clusters
  Score: Raw -2469491.835137 + Penalty 4799.960388 = -2464691.874749
  nChanged 573
		SP:Iteration 11Q (39190.770000 sec): 3 clusters
  Score: Raw -2469847.373177 + Penalty 4799.960388 = -2465047.412789
  nChanged 530
		SP:Iteration 12Q (39191.070000 sec): 3 clusters
  Score: Raw -2470205.235615 + Penalty 4799.960388 = -2465405.275227
  nChanged 465
		SP:Iteration 13Q (39191.380000 sec): 3 clusters
  Score: Raw -2470502.189553 + Penalty 4799.960388 = -2465702.229164
  nChanged 381
		SP:Iteration 14Q (39191.680000 sec): 3 clusters
  Score: Raw -2470724.642020 + Penalty 4799.960388 = -2465924.681632
  nChanged 298
		SP:Iteration 15Q (39192.020000 sec): 3 clusters
  Score: Raw -2470866.856711 + Penalty 4799.960388 = -2466066.896323
  nChanged 236
		SP:Iteration 16Q (39192.320000 sec): 3 clusters
  Score: Raw -2470960.081349 + Penalty 4799.960388 = -2466160.120961
  nChanged 193
		SP:Iteration 17Q (39192.620000 sec): 3 clusters
  Score: Raw -2471027.990462 + Penalty 4799.960388 = -2466228.030074
  nChanged 149
		SP:Iteration 18Q (39192.930000 sec): 3 clusters
  Score: Raw -2471075.633956 + Penalty 4799.960388 = -2466275.673568
  nChanged 117
		SP:Iteration 19Q (39193.230000 sec): 3 clusters
  Score: Raw -2471113.368744 + Penalty 4799.960388 = -2466313.408356
  nChanged 126
		SP:Iteration 20F (39193.530000 sec): 3 clusters
  Score: Raw -2471150.480888 + Penalty 4799.960388 = -2466350.520500
  nChanged 109
		SP:Iteration 21Q (39193.830000 sec): 3 clusters
  Score: Raw -2471184.348217 + Penalty 4799.960388 = -2466384.387829
  nChanged 115
		SP:Iteration 22Q (39194.130000 sec): 3 clusters
  Score: Raw -2471215.219483 + Penalty 4799.960388 = -2466415.259095
  nChanged 94
		SP:Iteration 23Q (39194.430000 sec): 3 clusters
  Score: Raw -2471237.266512 + Penalty 4799.960388 = -2466437.306124
  nChanged 85
		SP:Iteration 24Q (39194.730000 sec): 3 clusters
  Score: Raw -2471257.963648 + Penalty 4799.960388 = -2466458.003260
  nChanged 74
		SP:Iteration 25Q (39195.030000 sec): 3 clusters
  Score: Raw -2471276.551857 + Penalty 4799.960388 = -2466476.591468
  nChanged 74
		SP:Iteration 26Q (39195.330000 sec): 3 clusters
  Score: Raw -2471294.158810 + Penalty 4799.960388 = -2466494.198422
  nChanged 64
		SP:Iteration 27Q (39195.630000 sec): 3 clusters
  Score: Raw -2471311.394831 + Penalty 4799.960388 = -2466511.434443
  nChanged 63
		SP:Iteration 28Q (39195.930000 sec): 3 clusters
  Score: Raw -2471326.375176 + Penalty 4799.960388 = -2466526.414787
  nChanged 55
		SP:Iteration 29Q (39196.230000 sec): 3 clusters
  Score: Raw -2471339.779522 + Penalty 4799.960388 = -2466539.819134
  nChanged 56
		SP:Iteration 30Q (39196.530000 sec): 3 clusters
  Score: Raw -2471353.681073 + Penalty 4799.960388 = -2466553.720685
  nChanged 47
		SP:Iteration 31Q (39196.830000 sec): 3 clusters
  Score: Raw -2471364.003497 + Penalty 4799.960388 = -2466564.043109
  nChanged 36
		SP:Iteration 32Q (39197.130000 sec): 3 clusters
  Score: Raw -2471370.935471 + Penalty 4799.960388 = -2466570.975083
  nChanged 38
		SP:Iteration 33Q (39197.430000 sec): 3 clusters
  Score: Raw -2471378.878564 + Penalty 4799.960388 = -2466578.918176
  nChanged 23
		SP:Iteration 34Q (39197.730000 sec): 3 clusters
  Score: Raw -2471383.544970 + Penalty 4799.960388 = -2466583.584582
  nChanged 18
		SP:Iteration 35Q (39198.030000 sec): 3 clusters
  Score: Raw -2471387.280587 + Penalty 4799.960388 = -2466587.320199
  nChanged 24
		SP:Iteration 36Q (39198.330000 sec): 3 clusters
  Score: Raw -2471391.869934 + Penalty 4799.960388 = -2466591.909546
  nChanged 22
		SP:Iteration 37Q (39198.630000 sec): 3 clusters
  Score: Raw -2471395.756856 + Penalty 4799.960388 = -2466595.796468
  nChanged 20
		SP:Iteration 38Q (39198.930000 sec): 3 clusters
  Score: Raw -2471399.104076 + Penalty 4799.960388 = -2466599.143687
  nChanged 13
		SP:Iteration 39Q (39199.230000 sec): 3 clusters
  Score: Raw -2471400.697138 + Penalty 4799.960388 = -2466600.736750
  nChanged 7
		SP:Iteration 40F (39199.530000 sec): 3 clusters
  Score: Raw -2471401.626987 + Penalty 4799.960388 = -2466601.666599
  nChanged 6
		SP:Iteration 41Q (39199.830000 sec): 3 clusters
  Score: Raw -2471402.700009 + Penalty 4799.960388 = -2466602.739621
  nChanged 5
		SP:Iteration 42Q (39200.130000 sec): 3 clusters
  Score: Raw -2471403.665621 + Penalty 4799.960388 = -2466603.705232
  nChanged 9
		SP:Iteration 43Q (39200.420000 sec): 3 clusters
  Score: Raw -2471405.075169 + Penalty 4799.960388 = -2466605.114781
  nChanged 9
		SP:Iteration 44Q (39200.720000 sec): 3 clusters
  Score: Raw -2471406.274585 + Penalty 4799.960388 = -2466606.314197
  nChanged 8
		SP:Iteration 45Q (39201.030000 sec): 3 clusters
  Score: Raw -2471407.919241 + Penalty 4799.960388 = -2466607.958853
  nChanged 9
		SP:Iteration 46Q (39201.330000 sec): 3 clusters
  Score: Raw -2471409.279271 + Penalty 4799.960388 = -2466609.318882
  nChanged 9
		SP:Iteration 47Q (39201.630000 sec): 3 clusters
  Score: Raw -2471411.315642 + Penalty 4799.960388 = -2466611.355254
  nChanged 9
		SP:Iteration 48Q (39201.970000 sec): 3 clusters
  Score: Raw -2471413.195572 + Penalty 4799.960388 = -2466613.235184
  nChanged 13
		SP:Iteration 49Q (39202.220000 sec): 3 clusters
  Score: Raw -2471415.294406 + Penalty 4799.960388 = -2466615.334018
  nChanged 14
		SP:Iteration 50Q (39202.540000 sec): 3 clusters
  Score: Raw -2471417.764375 + Penalty 4799.960388 = -2466617.803987
  nChanged 16
		SP:Iteration 51Q (39202.810000 sec): 3 clusters
  Score: Raw -2471421.214038 + Penalty 4799.960388 = -2466621.253650
  nChanged 19
		SP:Iteration 52Q (39203.150000 sec): 3 clusters
  Score: Raw -2471425.278461 + Penalty 4799.960388 = -2466625.318073
  nChanged 19
		SP:Iteration 53Q (39203.430000 sec): 3 clusters
  Score: Raw -2471430.042277 + Penalty 4799.960388 = -2466630.081889
  nChanged 19
		SP:Iteration 54Q (39203.690000 sec): 3 clusters
  Score: Raw -2471433.515044 + Penalty 4799.960388 = -2466633.554656
  nChanged 19
		SP:Iteration 55Q (39203.930000 sec): 3 clusters
  Score: Raw -2471437.698195 + Penalty 4799.960388 = -2466637.737807
  nChanged 18
		SP:Iteration 56Q (39204.220000 sec): 3 clusters
  Score: Raw -2471441.435021 + Penalty 4799.960388 = -2466641.474633
  nChanged 19
		SP:Iteration 57Q (39204.490000 sec): 3 clusters
  Score: Raw -2471445.401028 + Penalty 4799.960388 = -2466645.440640
  nChanged 16
		SP:Iteration 58Q (39204.830000 sec): 3 clusters
  Score: Raw -2471449.375926 + Penalty 4799.960388 = -2466649.415538
  nChanged 18
		SP:Iteration 59Q (39205.150000 sec): 3 clusters
  Score: Raw -2471453.037778 + Penalty 4799.960388 = -2466653.077389
  nChanged 16
		SP:Iteration 60F (39205.490000 sec): 3 clusters
  Score: Raw -2471455.974587 + Penalty 4799.960388 = -2466656.014199
  nChanged 21
		SP:Iteration 61Q (39205.750000 sec): 3 clusters
  Score: Raw -2471459.780974 + Penalty 4799.960388 = -2466659.820585
  nChanged 17
		SP:Iteration 62Q (39206.050000 sec): 3 clusters
  Score: Raw -2471462.344744 + Penalty 4799.960388 = -2466662.384356
  nChanged 17
		SP:Iteration 63Q (39206.390000 sec): 3 clusters
  Score: Raw -2471465.197102 + Penalty 4799.960388 = -2466665.236714
  nChanged 14
		SP:Iteration 64Q (39206.680000 sec): 3 clusters
  Score: Raw -2471468.605122 + Penalty 4799.960388 = -2466668.644733
  nChanged 15
		SP:Iteration 65Q (39206.970000 sec): 3 clusters
  Score: Raw -2471472.269457 + Penalty 4799.960388 = -2466672.309069
  nChanged 11
		SP:Iteration 66Q (39207.250000 sec): 3 clusters
  Score: Raw -2471474.646225 + Penalty 4799.960388 = -2466674.685837
  nChanged 15
		SP:Iteration 67Q (39207.570000 sec): 3 clusters
  Score: Raw -2471479.510939 + Penalty 4799.960388 = -2466679.550551
  nChanged 14
		SP:Iteration 68Q (39207.840000 sec): 3 clusters
  Score: Raw -2471483.600114 + Penalty 4799.960388 = -2466683.639725
  nChanged 17
		SP:Iteration 69Q (39208.110000 sec): 3 clusters
  Score: Raw -2471487.903656 + Penalty 4799.960388 = -2466687.943268
  nChanged 18
		SP:Iteration 70Q (39208.440000 sec): 3 clusters
  Score: Raw -2471493.736320 + Penalty 4799.960388 = -2466693.775932
  nChanged 20
		SP:Iteration 71Q (39208.720000 sec): 3 clusters
  Score: Raw -2471501.684546 + Penalty 4799.960388 = -2466701.724158
  nChanged 29
		SP:Iteration 72Q (39209.050000 sec): 3 clusters
  Score: Raw -2471511.948110 + Penalty 4799.960388 = -2466711.987722
  nChanged 29
		SP:Iteration 73Q (39209.320000 sec): 3 clusters
  Score: Raw -2471521.393101 + Penalty 4799.960388 = -2466721.432713
  nChanged 30
		SP:Iteration 74Q (39209.610000 sec): 3 clusters
  Score: Raw -2471528.304029 + Penalty 4799.960388 = -2466728.343641
  nChanged 19
		SP:Iteration 75Q (39209.900000 sec): 3 clusters
  Score: Raw -2471533.031120 + Penalty 4799.960388 = -2466733.070731
  nChanged 16
		SP:Iteration 76Q (39210.200000 sec): 3 clusters
  Score: Raw -2471537.001276 + Penalty 4799.960388 = -2466737.040888
  nChanged 16
		SP:Iteration 77Q (39210.440000 sec): 3 clusters
  Score: Raw -2471540.547537 + Penalty 4799.960388 = -2466740.587149
  nChanged 22
		SP:Iteration 78Q (39210.730000 sec): 3 clusters
  Score: Raw -2471546.750794 + Penalty 4799.960388 = -2466746.790406
  nChanged 25
		SP:Iteration 79Q (39211.010000 sec): 3 clusters
  Score: Raw -2471555.819869 + Penalty 4799.960388 = -2466755.859481
  nChanged 32
		SP:Iteration 80F (39211.260000 sec): 3 clusters
  Score: Raw -2471564.261695 + Penalty 4799.960388 = -2466764.301307
  nChanged 17
		SP:Iteration 81Q (39211.550000 sec): 3 clusters
  Score: Raw -2471569.380509 + Penalty 4799.960388 = -2466769.420121
  nChanged 19
		SP:Iteration 82Q (39211.850000 sec): 3 clusters
  Score: Raw -2471572.711162 + Penalty 4799.960388 = -2466772.750774
  nChanged 16
		SP:Iteration 83Q (39212.110000 sec): 3 clusters
  Score: Raw -2471576.799726 + Penalty 4799.960388 = -2466776.839338
  nChanged 19
		SP:Iteration 84Q (39212.380000 sec): 3 clusters
  Score: Raw -2471582.739686 + Penalty 4799.960388 = -2466782.779298
  nChanged 22
		SP:Iteration 85Q (39212.640000 sec): 3 clusters
  Score: Raw -2471589.044003 + Penalty 4799.960388 = -2466789.083615
  nChanged 26
		SP:Iteration 86Q (39212.910000 sec): 3 clusters
  Score: Raw -2471596.584905 + Penalty 4799.960388 = -2466796.624517
  nChanged 17
		SP:Iteration 87Q (39213.130000 sec): 3 clusters
  Score: Raw -2471601.065717 + Penalty 4799.960388 = -2466801.105329
  nChanged 20
		SP:Iteration 88Q (39213.410000 sec): 3 clusters
  Score: Raw -2471605.512962 + Penalty 4799.960388 = -2466805.552574
  nChanged 23
		SP:Iteration 89Q (39213.670000 sec): 3 clusters
  Score: Raw -2471613.305649 + Penalty 4799.960388 = -2466813.345261
  nChanged 32
		SP:Iteration 90Q (39213.870000 sec): 3 clusters
  Score: Raw -2471621.977885 + Penalty 4799.960388 = -2466822.017497
  nChanged 15
		SP:Iteration 91Q (39214.110000 sec): 3 clusters
  Score: Raw -2471627.484842 + Penalty 4799.960388 = -2466827.524454
  nChanged 28
		SP:Iteration 92Q (39214.350000 sec): 3 clusters
  Score: Raw -2471636.391034 + Penalty 4799.960388 = -2466836.430645
  nChanged 26
		SP:Iteration 93Q (39214.610000 sec): 3 clusters
  Score: Raw -2471643.975598 + Penalty 4799.960388 = -2466844.015210
  nChanged 24
		SP:Iteration 94Q (39214.940000 sec): 3 clusters
  Score: Raw -2471650.552948 + Penalty 4799.960388 = -2466850.592560
  nChanged 17
		SP:Iteration 95Q (39215.150000 sec): 3 clusters
  Score: Raw -2471654.963951 + Penalty 4799.960388 = -2466855.003563
  nChanged 15
		SP:Iteration 96Q (39215.420000 sec): 3 clusters
  Score: Raw -2471658.859451 + Penalty 4799.960388 = -2466858.899063
  nChanged 12
		SP:Iteration 97Q (39215.630000 sec): 3 clusters
  Score: Raw -2471662.758030 + Penalty 4799.960388 = -2466862.797642
  nChanged 13
		SP:Iteration 98Q (39215.860000 sec): 3 clusters
  Score: Raw -2471666.472238 + Penalty 4799.960388 = -2466866.511850
  nChanged 12
		SP:Iteration 99Q (39216.100000 sec): 3 clusters
  Score: Raw -2471669.108101 + Penalty 4799.960388 = -2466869.147713
  nChanged 6
		SP:Iteration 100F (39216.370000 sec): 3 clusters
  Score: Raw -2471671.258972 + Penalty 4799.960388 = -2466871.298584
  nChanged 4
		SP:Iteration 101Q (39216.560000 sec): 3 clusters
  Score: Raw -2471672.186111 + Penalty 4799.960388 = -2466872.225723
  nChanged 3
		SP:Iteration 102Q (39216.830000 sec): 3 clusters
  Score: Raw -2471672.841002 + Penalty 4799.960388 = -2466872.880614
  nChanged 1
		SP:Iteration 103Q (39217.140000 sec): 3 clusters
  Score: Raw -2471672.910378 + Penalty 4799.960388 = -2466872.949990
  nChanged 1
		SP:Iteration 104Q (39217.410000 sec): 3 clusters
  Score: Raw -2471673.196447 + Penalty 4799.960388 = -2466873.236059
  nChanged 0
		SP:Iteration 105F (39217.690000 sec): 3 clusters
  Score: Raw -2471673.196447 + Penalty 4799.960388 = -2466873.236059
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (5864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39217.780000 sec): 2 clusters
  Score: Raw -909478.781241 + Penalty 2151.793636 = -907326.987604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39217.950000 sec): 3 clusters
  Score: Raw -906616.786108 + Penalty 4303.587273 = -902313.198835
  nChanged 2244
		SP:Iteration 1F (39218.100000 sec): 3 clusters
  Score: Raw -907887.660442 + Penalty 4303.587273 = -903584.073170
  nChanged 455
		SP:Iteration 2F (39218.320000 sec): 3 clusters
  Score: Raw -908175.292223 + Penalty 4303.587273 = -903871.704950
  nChanged 324
		SP:Iteration 3F (39218.510000 sec): 3 clusters
  Score: Raw -908413.378824 + Penalty 4303.587273 = -904109.791551
  nChanged 326
		SP:Iteration 4F (39218.640000 sec): 3 clusters
  Score: Raw -908667.012099 + Penalty 4303.587273 = -904363.424827
  nChanged 313
		SP:Iteration 5F (39218.880000 sec): 3 clusters
  Score: Raw -908937.833478 + Penalty 4303.587273 = -904634.246205
  nChanged 310
		SP:Iteration 6F (39219.100000 sec): 3 clusters
  Score: Raw -909222.194956 + Penalty 4303.587273 = -904918.607683
  nChanged 311
		SP:Iteration 7F (39219.220000 sec): 3 clusters
  Score: Raw -909524.485154 + Penalty 4303.587273 = -905220.897881
  nChanged 254
		SP:Iteration 8Q (39219.450000 sec): 3 clusters
  Score: Raw -909795.911233 + Penalty 4303.587273 = -905492.323960
  nChanged 216
		SP:Iteration 9Q (39219.630000 sec): 3 clusters
  Score: Raw -910039.803914 + Penalty 4303.587273 = -905736.216641
  nChanged 203
		SP:Iteration 10Q (39219.820000 sec): 3 clusters
  Score: Raw -910370.743985 + Penalty 4303.587273 = -906067.156712
  nChanged 242
		SP:Iteration 11Q (39220.020000 sec): 3 clusters
  Score: Raw -910677.913501 + Penalty 4303.587273 = -906374.326228
  nChanged 243
		SP:Iteration 12Q (39220.230000 sec): 3 clusters
  Score: Raw -910934.687444 + Penalty 4303.587273 = -906631.100172
  nChanged 259
		SP:Iteration 13Q (39220.430000 sec): 3 clusters
  Score: Raw -911211.149527 + Penalty 4303.587273 = -906907.562255
  nChanged 242
		SP:Iteration 14Q (39220.630000 sec): 3 clusters
  Score: Raw -911449.052331 + Penalty 4303.587273 = -907145.465059
  nChanged 195
		SP:Iteration 15Q (39220.770000 sec): 3 clusters
  Score: Raw -911592.248258 + Penalty 4303.587273 = -907288.660985
  nChanged 137
		SP:Iteration 16Q (39220.990000 sec): 3 clusters
  Score: Raw -911669.562512 + Penalty 4303.587273 = -907365.975239
  nChanged 96
		SP:Iteration 17Q (39221.220000 sec): 3 clusters
  Score: Raw -911724.664655 + Penalty 4303.587273 = -907421.077382
  nChanged 60
		SP:Iteration 18Q (39221.390000 sec): 3 clusters
  Score: Raw -911752.108073 + Penalty 4303.587273 = -907448.520801
  nChanged 61
		SP:Iteration 19Q (39221.620000 sec): 3 clusters
  Score: Raw -911782.780651 + Penalty 4303.587273 = -907479.193378
  nChanged 62
		SP:Iteration 20F (39221.820000 sec): 3 clusters
  Score: Raw -911809.329783 + Penalty 4303.587273 = -907505.742510
  nChanged 51
		SP:Iteration 21Q (39221.990000 sec): 3 clusters
  Score: Raw -911829.626162 + Penalty 4303.587273 = -907526.038889
  nChanged 44
		SP:Iteration 22Q (39222.180000 sec): 3 clusters
  Score: Raw -911849.905012 + Penalty 4303.587273 = -907546.317740
  nChanged 44
		SP:Iteration 23Q (39222.360000 sec): 3 clusters
  Score: Raw -911869.611171 + Penalty 4303.587273 = -907566.023899
  nChanged 41
		SP:Iteration 24Q (39222.600000 sec): 3 clusters
  Score: Raw -911885.896993 + Penalty 4303.587273 = -907582.309721
  nChanged 33
		SP:Iteration 25Q (39222.770000 sec): 3 clusters
  Score: Raw -911898.766496 + Penalty 4303.587273 = -907595.179223
  nChanged 29
		SP:Iteration 26Q (39223.000000 sec): 3 clusters
  Score: Raw -911909.177407 + Penalty 4303.587273 = -907605.590134
  nChanged 26
		SP:Iteration 27Q (39223.210000 sec): 3 clusters
  Score: Raw -911917.702488 + Penalty 4303.587273 = -907614.115215
  nChanged 27
		SP:Iteration 28Q (39223.410000 sec): 3 clusters
  Score: Raw -911926.684344 + Penalty 4303.587273 = -907623.097072
  nChanged 24
		SP:Iteration 29Q (39223.630000 sec): 3 clusters
  Score: Raw -911936.592333 + Penalty 4303.587273 = -907633.005061
  nChanged 32
		SP:Iteration 30Q (39223.800000 sec): 3 clusters
  Score: Raw -911950.155467 + Penalty 4303.587273 = -907646.568194
  nChanged 36
		SP:Iteration 31Q (39223.970000 sec): 3 clusters
  Score: Raw -911962.559495 + Penalty 4303.587273 = -907658.972222
  nChanged 36
		SP:Iteration 32Q (39224.130000 sec): 3 clusters
  Score: Raw -911977.737888 + Penalty 4303.587273 = -907674.150615
  nChanged 38
		SP:Iteration 33Q (39224.300000 sec): 3 clusters
  Score: Raw -911994.132061 + Penalty 4303.587273 = -907690.544788
  nChanged 31
		SP:Iteration 34Q (39224.490000 sec): 3 clusters
  Score: Raw -912006.335272 + Penalty 4303.587273 = -907702.748000
  nChanged 30
		SP:Iteration 35Q (39224.720000 sec): 3 clusters
  Score: Raw -912018.087111 + Penalty 4303.587273 = -907714.499838
  nChanged 35
		SP:Iteration 36Q (39224.970000 sec): 3 clusters
  Score: Raw -912033.080734 + Penalty 4303.587273 = -907729.493461
  nChanged 26
		SP:Iteration 37Q (39225.220000 sec): 3 clusters
  Score: Raw -912046.640444 + Penalty 4303.587273 = -907743.053171
  nChanged 35
		SP:Iteration 38Q (39225.450000 sec): 3 clusters
  Score: Raw -912060.925565 + Penalty 4303.587273 = -907757.338292
  nChanged 31
		SP:Iteration 39Q (39225.650000 sec): 3 clusters
  Score: Raw -912078.426084 + Penalty 4303.587273 = -907774.838812
  nChanged 44
		SP:Iteration 40F (39225.880000 sec): 3 clusters
  Score: Raw -912102.392102 + Penalty 4303.587273 = -907798.804829
  nChanged 47
		SP:Iteration 41Q (39226.100000 sec): 3 clusters
  Score: Raw -912126.305798 + Penalty 4303.587273 = -907822.718525
  nChanged 45
		SP:Iteration 42Q (39226.330000 sec): 3 clusters
  Score: Raw -912145.296132 + Penalty 4303.587273 = -907841.708859
  nChanged 37
		SP:Iteration 43Q (39226.550000 sec): 3 clusters
  Score: Raw -912164.506894 + Penalty 4303.587273 = -907860.919622
  nChanged 27
		SP:Iteration 44Q (39226.800000 sec): 3 clusters
  Score: Raw -912179.700132 + Penalty 4303.587273 = -907876.112859
  nChanged 25
		SP:Iteration 45Q (39227.030000 sec): 3 clusters
  Score: Raw -912191.772039 + Penalty 4303.587273 = -907888.184766
  nChanged 20
		SP:Iteration 46Q (39227.250000 sec): 3 clusters
  Score: Raw -912202.824584 + Penalty 4303.587273 = -907899.237311
  nChanged 27
		SP:Iteration 47Q (39227.460000 sec): 3 clusters
  Score: Raw -912221.076543 + Penalty 4303.587273 = -907917.489270
  nChanged 30
		SP:Iteration 48Q (39227.660000 sec): 3 clusters
  Score: Raw -912234.843843 + Penalty 4303.587273 = -907931.256570
  nChanged 22
		SP:Iteration 49Q (39227.890000 sec): 3 clusters
  Score: Raw -912246.288712 + Penalty 4303.587273 = -907942.701439
  nChanged 29
		SP:Iteration 50Q (39228.100000 sec): 3 clusters
  Score: Raw -912263.397015 + Penalty 4303.587273 = -907959.809742
  nChanged 23
		SP:Iteration 51Q (39228.300000 sec): 3 clusters
  Score: Raw -912275.165531 + Penalty 4303.587273 = -907971.578258
  nChanged 18
		SP:Iteration 52Q (39228.550000 sec): 3 clusters
  Score: Raw -912282.801765 + Penalty 4303.587273 = -907979.214492
  nChanged 17
		SP:Iteration 53Q (39228.740000 sec): 3 clusters
  Score: Raw -912290.907959 + Penalty 4303.587273 = -907987.320686
  nChanged 12
		SP:Iteration 54Q (39229.000000 sec): 3 clusters
  Score: Raw -912294.681878 + Penalty 4303.587273 = -907991.094605
  nChanged 8
		SP:Iteration 55Q (39229.280000 sec): 3 clusters
  Score: Raw -912296.916463 + Penalty 4303.587273 = -907993.329190
  nChanged 8
		SP:Iteration 56Q (39229.480000 sec): 3 clusters
  Score: Raw -912299.329140 + Penalty 4303.587273 = -907995.741867
  nChanged 1
		SP:Iteration 57Q (39229.760000 sec): 3 clusters
  Score: Raw -912299.435091 + Penalty 4303.587273 = -907995.847819
  nChanged 0
		SP:Iteration 58F (39229.990000 sec): 3 clusters
  Score: Raw -912299.435091 + Penalty 4303.587273 = -907995.847819
  nChanged 0

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

 Trying to split cluster 25 (4706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39230.150000 sec): 2 clusters
  Score: Raw -681093.738126 + Penalty 2097.235205 = -678996.502920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39230.370000 sec): 3 clusters
  Score: Raw -678800.552516 + Penalty 4194.470410 = -674606.082106
  nChanged 1840
		SP:Iteration 1F (39230.670000 sec): 3 clusters
  Score: Raw -679901.871958 + Penalty 4194.470410 = -675707.401548
  nChanged 362
		SP:Iteration 2F (39230.850000 sec): 3 clusters
  Score: Raw -680123.415597 + Penalty 4194.470410 = -675928.945186
  nChanged 249
		SP:Iteration 3F (39231.070000 sec): 3 clusters
  Score: Raw -680275.759963 + Penalty 4194.470410 = -676081.289552
  nChanged 191
		SP:Iteration 4Q (39231.250000 sec): 3 clusters
  Score: Raw -680394.082133 + Penalty 4194.470410 = -676199.611723
  nChanged 151
		SP:Iteration 5Q (39231.410000 sec): 3 clusters
  Score: Raw -680488.294700 + Penalty 4194.470410 = -676293.824289
  nChanged 161
		SP:Iteration 6Q (39231.590000 sec): 3 clusters
  Score: Raw -680587.917498 + Penalty 4194.470410 = -676393.447087
  nChanged 167
		SP:Iteration 7Q (39231.730000 sec): 3 clusters
  Score: Raw -680710.418620 + Penalty 4194.470410 = -676515.948210
  nChanged 161
		SP:Iteration 8Q (39231.930000 sec): 3 clusters
  Score: Raw -680829.650261 + Penalty 4194.470410 = -676635.179851
  nChanged 153
		SP:Iteration 9Q (39232.050000 sec): 3 clusters
  Score: Raw -680944.204410 + Penalty 4194.470410 = -676749.734000
  nChanged 152
		SP:Iteration 10Q (39232.210000 sec): 3 clusters
  Score: Raw -681055.571679 + Penalty 4194.470410 = -676861.101269
  nChanged 141
		SP:Iteration 11Q (39232.420000 sec): 3 clusters
  Score: Raw -681148.627552 + Penalty 4194.470410 = -676954.157142
  nChanged 138
		SP:Iteration 12Q (39232.600000 sec): 3 clusters
  Score: Raw -681236.108725 + Penalty 4194.470410 = -677041.638314
  nChanged 108
		SP:Iteration 13Q (39232.800000 sec): 3 clusters
  Score: Raw -681317.319513 + Penalty 4194.470410 = -677122.849103
  nChanged 105
		SP:Iteration 14Q (39232.980000 sec): 3 clusters
  Score: Raw -681392.440577 + Penalty 4194.470410 = -677197.970166
  nChanged 102
		SP:Iteration 15Q (39233.170000 sec): 3 clusters
  Score: Raw -681463.047475 + Penalty 4194.470410 = -677268.577064
  nChanged 89
		SP:Iteration 16Q (39233.360000 sec): 3 clusters
  Score: Raw -681526.865178 + Penalty 4194.470410 = -677332.394768
  nChanged 85
		SP:Iteration 17Q (39233.490000 sec): 3 clusters
  Score: Raw -681585.877494 + Penalty 4194.470410 = -677391.407083
  nChanged 65
		SP:Iteration 18Q (39233.700000 sec): 3 clusters
  Score: Raw -681625.910315 + Penalty 4194.470410 = -677431.439905
  nChanged 57
		SP:Iteration 19Q (39233.910000 sec): 3 clusters
  Score: Raw -681659.936414 + Penalty 4194.470410 = -677465.466004
  nChanged 54
		SP:Iteration 20F (39234.030000 sec): 3 clusters
  Score: Raw -681694.508067 + Penalty 4194.470410 = -677500.037657
  nChanged 50
		SP:Iteration 21Q (39234.230000 sec): 3 clusters
  Score: Raw -681731.612420 + Penalty 4194.470410 = -677537.142010
  nChanged 49
		SP:Iteration 22Q (39234.350000 sec): 3 clusters
  Score: Raw -681761.912904 + Penalty 4194.470410 = -677567.442493
  nChanged 39
		SP:Iteration 23Q (39234.500000 sec): 3 clusters
  Score: Raw -681780.399127 + Penalty 4194.470410 = -677585.928717
  nChanged 34
		SP:Iteration 24Q (39234.660000 sec): 3 clusters
  Score: Raw -681799.077210 + Penalty 4194.470410 = -677604.606800
  nChanged 32
		SP:Iteration 25Q (39234.860000 sec): 3 clusters
  Score: Raw -681817.048328 + Penalty 4194.470410 = -677622.577918
  nChanged 33
		SP:Iteration 26Q (39235.070000 sec): 3 clusters
  Score: Raw -681830.912434 + Penalty 4194.470410 = -677636.442023
  nChanged 27
		SP:Iteration 27Q (39235.250000 sec): 3 clusters
  Score: Raw -681842.174760 + Penalty 4194.470410 = -677647.704350
  nChanged 29
		SP:Iteration 28Q (39235.430000 sec): 3 clusters
  Score: Raw -681854.992742 + Penalty 4194.470410 = -677660.522331
  nChanged 27
		SP:Iteration 29Q (39235.600000 sec): 3 clusters
  Score: Raw -681868.329091 + Penalty 4194.470410 = -677673.858681
  nChanged 22
		SP:Iteration 30Q (39235.830000 sec): 3 clusters
  Score: Raw -681878.813999 + Penalty 4194.470410 = -677684.343589
  nChanged 21
		SP:Iteration 31Q (39236.070000 sec): 3 clusters
  Score: Raw -681887.636626 + Penalty 4194.470410 = -677693.166216
  nChanged 17
		SP:Iteration 32Q (39236.310000 sec): 3 clusters
  Score: Raw -681896.785714 + Penalty 4194.470410 = -677702.315304
  nChanged 19
		SP:Iteration 33Q (39236.430000 sec): 3 clusters
  Score: Raw -681909.037338 + Penalty 4194.470410 = -677714.566928
  nChanged 21
		SP:Iteration 34Q (39236.630000 sec): 3 clusters
  Score: Raw -681919.599949 + Penalty 4194.470410 = -677725.129539
  nChanged 11
		SP:Iteration 35Q (39236.780000 sec): 3 clusters
  Score: Raw -681925.712418 + Penalty 4194.470410 = -677731.242007
  nChanged 15
		SP:Iteration 36Q (39236.910000 sec): 3 clusters
  Score: Raw -681932.301498 + Penalty 4194.470410 = -677737.831088
  nChanged 18
		SP:Iteration 37Q (39237.050000 sec): 3 clusters
  Score: Raw -681939.917180 + Penalty 4194.470410 = -677745.446769
  nChanged 22
		SP:Iteration 38Q (39237.240000 sec): 3 clusters
  Score: Raw -681950.116491 + Penalty 4194.470410 = -677755.646080
  nChanged 23
		SP:Iteration 39Q (39237.420000 sec): 3 clusters
  Score: Raw -681959.227986 + Penalty 4194.470410 = -677764.757575
  nChanged 12
		SP:Iteration 40F (39237.600000 sec): 3 clusters
  Score: Raw -681964.552216 + Penalty 4194.470410 = -677770.081806
  nChanged 10
		SP:Iteration 41Q (39237.800000 sec): 3 clusters
  Score: Raw -681969.093165 + Penalty 4194.470410 = -677774.622755
  nChanged 15
		SP:Iteration 42Q (39237.960000 sec): 3 clusters
  Score: Raw -681975.708032 + Penalty 4194.470410 = -677781.237621
  nChanged 17
		SP:Iteration 43Q (39238.170000 sec): 3 clusters
  Score: Raw -681982.690596 + Penalty 4194.470410 = -677788.220186
  nChanged 19
		SP:Iteration 44Q (39238.320000 sec): 3 clusters
  Score: Raw -681992.011073 + Penalty 4194.470410 = -677797.540662
  nChanged 28
		SP:Iteration 45Q (39238.520000 sec): 3 clusters
  Score: Raw -682006.467244 + Penalty 4194.470410 = -677811.996834
  nChanged 28
		SP:Iteration 46Q (39238.690000 sec): 3 clusters
  Score: Raw -682022.454393 + Penalty 4194.470410 = -677827.983982
  nChanged 27
		SP:Iteration 47Q (39238.870000 sec): 3 clusters
  Score: Raw -682038.638377 + Penalty 4194.470410 = -677844.167967
  nChanged 27
		SP:Iteration 48Q (39239.030000 sec): 3 clusters
  Score: Raw -682052.788585 + Penalty 4194.470410 = -677858.318175
  nChanged 19
		SP:Iteration 49Q (39239.200000 sec): 3 clusters
  Score: Raw -682060.347897 + Penalty 4194.470410 = -677865.877486
  nChanged 13
		SP:Iteration 50Q (39239.410000 sec): 3 clusters
  Score: Raw -682064.692625 + Penalty 4194.470410 = -677870.222215
  nChanged 10
		SP:Iteration 51Q (39239.590000 sec): 3 clusters
  Score: Raw -682067.972339 + Penalty 4194.470410 = -677873.501929
  nChanged 7
		SP:Iteration 52Q (39239.820000 sec): 3 clusters
  Score: Raw -682070.045283 + Penalty 4194.470410 = -677875.574873
  nChanged 8
		SP:Iteration 53Q (39240.020000 sec): 3 clusters
  Score: Raw -682072.071278 + Penalty 4194.470410 = -677877.600867
  nChanged 8
		SP:Iteration 54Q (39240.230000 sec): 3 clusters
  Score: Raw -682073.950343 + Penalty 4194.470410 = -677879.479932
  nChanged 4
		SP:Iteration 55Q (39240.400000 sec): 3 clusters
  Score: Raw -682075.174350 + Penalty 4194.470410 = -677880.703939
  nChanged 4
		SP:Iteration 56Q (39240.590000 sec): 3 clusters
  Score: Raw -682076.386757 + Penalty 4194.470410 = -677881.916346
  nChanged 6
		SP:Iteration 57Q (39240.740000 sec): 3 clusters
  Score: Raw -682078.904546 + Penalty 4194.470410 = -677884.434135
  nChanged 12
		SP:Iteration 58Q (39240.950000 sec): 3 clusters
  Score: Raw -682085.548418 + Penalty 4194.470410 = -677891.078008
  nChanged 22
		SP:Iteration 59Q (39241.140000 sec): 3 clusters
  Score: Raw -682099.981770 + Penalty 4194.470410 = -677905.511359
  nChanged 19
		SP:Iteration 60F (39241.320000 sec): 3 clusters
  Score: Raw -682108.884917 + Penalty 4194.470410 = -677914.414507
  nChanged 20
		SP:Iteration 61Q (39241.490000 sec): 3 clusters
  Score: Raw -682116.078516 + Penalty 4194.470410 = -677921.608106
  nChanged 18
		SP:Iteration 62Q (39241.630000 sec): 3 clusters
  Score: Raw -682122.308272 + Penalty 4194.470410 = -677927.837862
  nChanged 16
		SP:Iteration 63Q (39241.830000 sec): 3 clusters
  Score: Raw -682128.996096 + Penalty 4194.470410 = -677934.525686
  nChanged 11
		SP:Iteration 64Q (39241.950000 sec): 3 clusters
  Score: Raw -682132.661890 + Penalty 4194.470410 = -677938.191479
  nChanged 12
		SP:Iteration 65Q (39242.150000 sec): 3 clusters
  Score: Raw -682137.239929 + Penalty 4194.470410 = -677942.769519
  nChanged 16
		SP:Iteration 66Q (39242.330000 sec): 3 clusters
  Score: Raw -682144.509143 + Penalty 4194.470410 = -677950.038733
  nChanged 20
		SP:Iteration 67Q (39242.530000 sec): 3 clusters
  Score: Raw -682154.105971 + Penalty 4194.470410 = -677959.635561
  nChanged 19
		SP:Iteration 68Q (39242.680000 sec): 3 clusters
  Score: Raw -682161.089877 + Penalty 4194.470410 = -677966.619467
  nChanged 20
		SP:Iteration 69Q (39242.820000 sec): 3 clusters
  Score: Raw -682168.237298 + Penalty 4194.470410 = -677973.766887
  nChanged 12
		SP:Iteration 70Q (39242.980000 sec): 3 clusters
  Score: Raw -682171.941522 + Penalty 4194.470410 = -677977.471112
  nChanged 9
		SP:Iteration 71Q (39243.250000 sec): 3 clusters
  Score: Raw -682174.803466 + Penalty 4194.470410 = -677980.333056
  nChanged 7
		SP:Iteration 72Q (39243.400000 sec): 3 clusters
  Score: Raw -682177.001897 + Penalty 4194.470410 = -677982.531487
  nChanged 9
		SP:Iteration 73Q (39243.560000 sec): 3 clusters
  Score: Raw -682180.251383 + Penalty 4194.470410 = -677985.780972
  nChanged 10
		SP:Iteration 74Q (39243.750000 sec): 3 clusters
  Score: Raw -682183.913386 + Penalty 4194.470410 = -677989.442976
  nChanged 8
		SP:Iteration 75Q (39243.950000 sec): 3 clusters
  Score: Raw -682186.587199 + Penalty 4194.470410 = -677992.116788
  nChanged 4
		SP:Iteration 76Q (39244.150000 sec): 3 clusters
  Score: Raw -682187.956477 + Penalty 4194.470410 = -677993.486067
  nChanged 6
		SP:Iteration 77Q (39244.360000 sec): 3 clusters
  Score: Raw -682189.681250 + Penalty 4194.470410 = -677995.210839
  nChanged 6
		SP:Iteration 78Q (39244.550000 sec): 3 clusters
  Score: Raw -682190.964706 + Penalty 4194.470410 = -677996.494296
  nChanged 1
		SP:Iteration 79Q (39244.800000 sec): 3 clusters
  Score: Raw -682191.447983 + Penalty 4194.470410 = -677996.977573
  nChanged 1
		SP:Iteration 80F (39245.000000 sec): 3 clusters
  Score: Raw -682191.881553 + Penalty 4194.470410 = -677997.411143
  nChanged 1
		SP:Iteration 81Q (39245.230000 sec): 3 clusters
  Score: Raw -682192.294441 + Penalty 4194.470410 = -677997.824031
  nChanged 1
		SP:Iteration 82Q (39245.410000 sec): 3 clusters
  Score: Raw -682192.465691 + Penalty 4194.470410 = -677997.995280
  nChanged 2
		SP:Iteration 83Q (39245.610000 sec): 3 clusters
  Score: Raw -682192.746749 + Penalty 4194.470410 = -677998.276338
  nChanged 1
		SP:Iteration 84Q (39245.800000 sec): 3 clusters
  Score: Raw -682192.955264 + Penalty 4194.470410 = -677998.484854
  nChanged 0
		SP:Iteration 85F (39245.980000 sec): 3 clusters
  Score: Raw -682192.955264 + Penalty 4194.470410 = -677998.484854
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (24155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39246.290000 sec): 2 clusters
  Score: Raw -3778106.014699 + Penalty 2502.877176 = -3775603.137523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39246.670000 sec): 3 clusters
  Score: Raw -3763853.904539 + Penalty 5005.754352 = -3758848.150187
  nChanged 10786
		SP:Iteration 1F (39247.000000 sec): 3 clusters
  Score: Raw -3769684.510481 + Penalty 5005.754352 = -3764678.756129
  nChanged 1358
		SP:Iteration 2F (39247.310000 sec): 3 clusters
  Score: Raw -3770253.914952 + Penalty 5005.754352 = -3765248.160600
  nChanged 1331
		SP:Iteration 3F (39247.700000 sec): 3 clusters
  Score: Raw -3770890.530200 + Penalty 5005.754352 = -3765884.775848
  nChanged 1400
		SP:Iteration 4F (39248.070000 sec): 3 clusters
  Score: Raw -3771674.562120 + Penalty 5005.754352 = -3766668.807768
  nChanged 1515
		SP:Iteration 5F (39248.430000 sec): 3 clusters
  Score: Raw -3772686.542771 + Penalty 5005.754352 = -3767680.788420
  nChanged 1727
		SP:Iteration 6F (39248.730000 sec): 3 clusters
  Score: Raw -3774078.218397 + Penalty 5005.754352 = -3769072.464045
  nChanged 1733
		SP:Iteration 7F (39249.060000 sec): 3 clusters
  Score: Raw -3775669.257267 + Penalty 5005.754352 = -3770663.502915
  nChanged 1460
		SP:Iteration 8F (39249.330000 sec): 3 clusters
  Score: Raw -3777004.746419 + Penalty 5005.754352 = -3771998.992067
  nChanged 1040
		SP:Iteration 9Q (39249.670000 sec): 3 clusters
  Score: Raw -3777842.112993 + Penalty 5005.754352 = -3772836.358641
  nChanged 635
		SP:Iteration 10Q (39250.050000 sec): 3 clusters
  Score: Raw -3778279.678890 + Penalty 5005.754352 = -3773273.924538
  nChanged 360
		SP:Iteration 11Q (39250.410000 sec): 3 clusters
  Score: Raw -3778492.857290 + Penalty 5005.754352 = -3773487.102939
  nChanged 225
		SP:Iteration 12Q (39250.770000 sec): 3 clusters
  Score: Raw -3778610.855420 + Penalty 5005.754352 = -3773605.101068
  nChanged 125
		SP:Iteration 13Q (39251.080000 sec): 3 clusters
  Score: Raw -3778668.012410 + Penalty 5005.754352 = -3773662.258058
  nChanged 79
		SP:Iteration 14Q (39251.430000 sec): 3 clusters
  Score: Raw -3778704.289524 + Penalty 5005.754352 = -3773698.535173
  nChanged 67
		SP:Iteration 15Q (39251.760000 sec): 3 clusters
  Score: Raw -3778734.228980 + Penalty 5005.754352 = -3773728.474628
  nChanged 44
		SP:Iteration 16Q (39252.110000 sec): 3 clusters
  Score: Raw -3778755.012306 + Penalty 5005.754352 = -3773749.257954
  nChanged 46
		SP:Iteration 17Q (39252.500000 sec): 3 clusters
  Score: Raw -3778774.349235 + Penalty 5005.754352 = -3773768.594883
  nChanged 28
		SP:Iteration 18Q (39252.820000 sec): 3 clusters
  Score: Raw -3778788.634086 + Penalty 5005.754352 = -3773782.879734
  nChanged 24
		SP:Iteration 19Q (39253.170000 sec): 3 clusters
  Score: Raw -3778800.331735 + Penalty 5005.754352 = -3773794.577384
  nChanged 19
		SP:Iteration 20F (39253.500000 sec): 3 clusters
  Score: Raw -3778808.137363 + Penalty 5005.754352 = -3773802.383011
  nChanged 16
		SP:Iteration 21Q (39253.880000 sec): 3 clusters
  Score: Raw -3778813.790203 + Penalty 5005.754352 = -3773808.035852
  nChanged 8
		SP:Iteration 22Q (39254.220000 sec): 3 clusters
  Score: Raw -3778816.095025 + Penalty 5005.754352 = -3773810.340673
  nChanged 6
		SP:Iteration 23Q (39254.580000 sec): 3 clusters
  Score: Raw -3778818.465781 + Penalty 5005.754352 = -3773812.711429
  nChanged 5
		SP:Iteration 24Q (39255.020000 sec): 3 clusters
  Score: Raw -3778820.180114 + Penalty 5005.754352 = -3773814.425763
  nChanged 3
		SP:Iteration 25Q (39255.320000 sec): 3 clusters
  Score: Raw -3778821.580016 + Penalty 5005.754352 = -3773815.825664
  nChanged 4
		SP:Iteration 26Q (39255.620000 sec): 3 clusters
  Score: Raw -3778822.668273 + Penalty 5005.754352 = -3773816.913921
  nChanged 2
		SP:Iteration 27Q (39256.020000 sec): 3 clusters
  Score: Raw -3778823.213605 + Penalty 5005.754352 = -3773817.459254
  nChanged 0
		SP:Iteration 28F (39256.360000 sec): 3 clusters
  Score: Raw -3778823.213605 + Penalty 5005.754352 = -3773817.459254
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (4198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39256.490000 sec): 2 clusters
  Score: Raw -658187.835344 + Penalty 2068.906148 = -656118.929196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39256.710000 sec): 3 clusters
  Score: Raw -656269.515326 + Penalty 4137.812296 = -652131.703030
  nChanged 1564
		SP:Iteration 1F (39256.900000 sec): 3 clusters
  Score: Raw -657302.080467 + Penalty 4137.812296 = -653164.268171
  nChanged 377
		SP:Iteration 2F (39257.080000 sec): 3 clusters
  Score: Raw -657738.834114 + Penalty 4137.812296 = -653601.021818
  nChanged 348
		SP:Iteration 3F (39257.200000 sec): 3 clusters
  Score: Raw -658206.134314 + Penalty 4137.812296 = -654068.322018
  nChanged 338
		SP:Iteration 4F (39257.340000 sec): 3 clusters
  Score: Raw -658676.740616 + Penalty 4137.812296 = -654538.928320
  nChanged 297
		SP:Iteration 5F (39257.540000 sec): 3 clusters
  Score: Raw -659021.021858 + Penalty 4137.812296 = -654883.209562
  nChanged 226
		SP:Iteration 6F (39257.810000 sec): 3 clusters
  Score: Raw -659217.776407 + Penalty 4137.812296 = -655079.964111
  nChanged 131
		SP:Iteration 7Q (39257.960000 sec): 3 clusters
  Score: Raw -659324.071775 + Penalty 4137.812296 = -655186.259479
  nChanged 99
		SP:Iteration 8Q (39258.100000 sec): 3 clusters
  Score: Raw -659387.888178 + Penalty 4137.812296 = -655250.075882
  nChanged 66
		SP:Iteration 9Q (39258.240000 sec): 3 clusters
  Score: Raw -659426.217850 + Penalty 4137.812296 = -655288.405554
  nChanged 44
		SP:Iteration 10Q (39258.460000 sec): 3 clusters
  Score: Raw -659450.901440 + Penalty 4137.812296 = -655313.089144
  nChanged 26
		SP:Iteration 11Q (39258.600000 sec): 3 clusters
  Score: Raw -659462.668896 + Penalty 4137.812296 = -655324.856600
  nChanged 19
		SP:Iteration 12Q (39258.800000 sec): 3 clusters
  Score: Raw -659470.731533 + Penalty 4137.812296 = -655332.919236
  nChanged 14
		SP:Iteration 13Q (39258.970000 sec): 3 clusters
  Score: Raw -659477.105127 + Penalty 4137.812296 = -655339.292831
  nChanged 15
		SP:Iteration 14Q (39259.170000 sec): 3 clusters
  Score: Raw -659482.534088 + Penalty 4137.812296 = -655344.721792
  nChanged 8
		SP:Iteration 15Q (39259.310000 sec): 3 clusters
  Score: Raw -659484.922670 + Penalty 4137.812296 = -655347.110374
  nChanged 8
		SP:Iteration 16Q (39259.510000 sec): 3 clusters
  Score: Raw -659488.692172 + Penalty 4137.812296 = -655350.879876
  nChanged 7
		SP:Iteration 17Q (39259.680000 sec): 3 clusters
  Score: Raw -659491.828369 + Penalty 4137.812296 = -655354.016073
  nChanged 9
		SP:Iteration 18Q (39259.860000 sec): 3 clusters
  Score: Raw -659494.748515 + Penalty 4137.812296 = -655356.936219
  nChanged 6
		SP:Iteration 19Q (39260.060000 sec): 3 clusters
  Score: Raw -659496.599595 + Penalty 4137.812296 = -655358.787298
  nChanged 4
		SP:Iteration 20F (39260.230000 sec): 3 clusters
  Score: Raw -659497.884754 + Penalty 4137.812296 = -655360.072458
  nChanged 2
		SP:Iteration 21Q (39260.420000 sec): 3 clusters
  Score: Raw -659498.443173 + Penalty 4137.812296 = -655360.630877
  nChanged 3
		SP:Iteration 22Q (39260.590000 sec): 3 clusters
  Score: Raw -659499.917793 + Penalty 4137.812296 = -655362.105497
  nChanged 1
		SP:Iteration 23Q (39260.730000 sec): 3 clusters
  Score: Raw -659500.153863 + Penalty 4137.812296 = -655362.341567
  nChanged 0
		SP:Iteration 24F (39260.920000 sec): 3 clusters
  Score: Raw -659500.153863 + Penalty 4137.812296 = -655362.341567
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (14138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39261.140000 sec): 2 clusters
  Score: Raw -2261973.249249 + Penalty 2370.042129 = -2259603.207121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39261.430000 sec): 3 clusters
  Score: Raw -2254183.811443 + Penalty 4740.084257 = -2249443.727186
  nChanged 5999
		SP:Iteration 1F (39261.650000 sec): 3 clusters
  Score: Raw -2257309.841181 + Penalty 4740.084257 = -2252569.756924
  nChanged 810
		SP:Iteration 2F (39261.970000 sec): 3 clusters
  Score: Raw -2257631.833090 + Penalty 4740.084257 = -2252891.748832
  nChanged 647
		SP:Iteration 3Q (39262.260000 sec): 3 clusters
  Score: Raw -2257893.206826 + Penalty 4740.084257 = -2253153.122568
  nChanged 575
		SP:Iteration 4Q (39262.550000 sec): 3 clusters
  Score: Raw -2258110.898532 + Penalty 4740.084257 = -2253370.814274
  nChanged 529
		SP:Iteration 5Q (39262.850000 sec): 3 clusters
  Score: Raw -2258308.837480 + Penalty 4740.084257 = -2253568.753223
  nChanged 460
		SP:Iteration 6Q (39263.120000 sec): 3 clusters
  Score: Raw -2258484.601841 + Penalty 4740.084257 = -2253744.517584
  nChanged 431
		SP:Iteration 7Q (39263.460000 sec): 3 clusters
  Score: Raw -2258658.848189 + Penalty 4740.084257 = -2253918.763932
  nChanged 454
		SP:Iteration 8Q (39263.700000 sec): 3 clusters
  Score: Raw -2258862.671729 + Penalty 4740.084257 = -2254122.587472
  nChanged 477
		SP:Iteration 9Q (39263.980000 sec): 3 clusters
  Score: Raw -2259085.999183 + Penalty 4740.084257 = -2254345.914925
  nChanged 511
		SP:Iteration 10Q (39264.320000 sec): 3 clusters
  Score: Raw -2259362.259131 + Penalty 4740.084257 = -2254622.174874
  nChanged 549
		SP:Iteration 11Q (39264.610000 sec): 3 clusters
  Score: Raw -2259701.220943 + Penalty 4740.084257 = -2254961.136685
  nChanged 561
		SP:Iteration 12Q (39264.890000 sec): 3 clusters
  Score: Raw -2260061.150182 + Penalty 4740.084257 = -2255321.065924
  nChanged 537
		SP:Iteration 13Q (39265.180000 sec): 3 clusters
  Score: Raw -2260433.393985 + Penalty 4740.084257 = -2255693.309727
  nChanged 498
		SP:Iteration 14Q (39265.440000 sec): 3 clusters
  Score: Raw -2260785.076359 + Penalty 4740.084257 = -2256044.992101
  nChanged 443
		SP:Iteration 15Q (39265.740000 sec): 3 clusters
  Score: Raw -2261128.839734 + Penalty 4740.084257 = -2256388.755477
  nChanged 368
		SP:Iteration 16Q (39266.050000 sec): 3 clusters
  Score: Raw -2261404.644270 + Penalty 4740.084257 = -2256664.560013
  nChanged 287
		SP:Iteration 17Q (39266.320000 sec): 3 clusters
  Score: Raw -2261618.377112 + Penalty 4740.084257 = -2256878.292854
  nChanged 231
		SP:Iteration 18Q (39266.630000 sec): 3 clusters
  Score: Raw -2261797.264441 + Penalty 4740.084257 = -2257057.180183
  nChanged 187
		SP:Iteration 19Q (39266.930000 sec): 3 clusters
  Score: Raw -2261953.089848 + Penalty 4740.084257 = -2257213.005591
  nChanged 119
		SP:Iteration 20F (39267.230000 sec): 3 clusters
  Score: Raw -2262047.732733 + Penalty 4740.084257 = -2257307.648476
  nChanged 75
		SP:Iteration 21Q (39267.520000 sec): 3 clusters
  Score: Raw -2262108.806045 + Penalty 4740.084257 = -2257368.721787
  nChanged 54
		SP:Iteration 22Q (39267.810000 sec): 3 clusters
  Score: Raw -2262154.300937 + Penalty 4740.084257 = -2257414.216680
  nChanged 46
		SP:Iteration 23Q (39268.090000 sec): 3 clusters
  Score: Raw -2262195.540066 + Penalty 4740.084257 = -2257455.455809
  nChanged 26
		SP:Iteration 24Q (39268.390000 sec): 3 clusters
  Score: Raw -2262217.347476 + Penalty 4740.084257 = -2257477.263218
  nChanged 18
		SP:Iteration 25Q (39268.670000 sec): 3 clusters
  Score: Raw -2262232.171602 + Penalty 4740.084257 = -2257492.087344
  nChanged 19
		SP:Iteration 26Q (39268.960000 sec): 3 clusters
  Score: Raw -2262248.732805 + Penalty 4740.084257 = -2257508.648548
  nChanged 13
		SP:Iteration 27Q (39269.200000 sec): 3 clusters
  Score: Raw -2262259.957702 + Penalty 4740.084257 = -2257519.873444
  nChanged 10
		SP:Iteration 28Q (39269.490000 sec): 3 clusters
  Score: Raw -2262268.437762 + Penalty 4740.084257 = -2257528.353505
  nChanged 7
		SP:Iteration 29Q (39269.850000 sec): 3 clusters
  Score: Raw -2262273.897215 + Penalty 4740.084257 = -2257533.812957
  nChanged 4
		SP:Iteration 30Q (39270.170000 sec): 3 clusters
  Score: Raw -2262276.588667 + Penalty 4740.084257 = -2257536.504410
  nChanged 1
		SP:Iteration 31Q (39270.450000 sec): 3 clusters
  Score: Raw -2262276.956752 + Penalty 4740.084257 = -2257536.872494
  nChanged 1
		SP:Iteration 32Q (39270.720000 sec): 3 clusters
  Score: Raw -2262277.435531 + Penalty 4740.084257 = -2257537.351273
  nChanged 1
		SP:Iteration 33Q (39271.010000 sec): 3 clusters
  Score: Raw -2262277.917386 + Penalty 4740.084257 = -2257537.833129
  nChanged 0
		SP:Iteration 34F (39271.330000 sec): 3 clusters
  Score: Raw -2262277.917386 + Penalty 4740.084257 = -2257537.833129
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (25264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39271.580000 sec): 2 clusters
  Score: Raw -4066414.196586 + Penalty 2514.009663 = -4063900.186923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39271.960000 sec): 3 clusters
  Score: Raw -4051338.820824 + Penalty 5028.019325 = -4046310.801499
  nChanged 11356
		SP:Iteration 1F (39272.290000 sec): 3 clusters
  Score: Raw -4057548.345933 + Penalty 5028.019325 = -4052520.326607
  nChanged 1359
		SP:Iteration 2F (39272.720000 sec): 3 clusters
  Score: Raw -4058082.590340 + Penalty 5028.019325 = -4053054.571015
  nChanged 1247
		SP:Iteration 3Q (39273.100000 sec): 3 clusters
  Score: Raw -4058576.664431 + Penalty 5028.019325 = -4053548.645106
  nChanged 1157
		SP:Iteration 4Q (39273.470000 sec): 3 clusters
  Score: Raw -4059121.154585 + Penalty 5028.019325 = -4054093.135259
  nChanged 1171
		SP:Iteration 5Q (39273.890000 sec): 3 clusters
  Score: Raw -4059817.174932 + Penalty 5028.019325 = -4054789.155607
  nChanged 1289
		SP:Iteration 6F (39274.230000 sec): 3 clusters
  Score: Raw -4060711.874718 + Penalty 5028.019325 = -4055683.855393
  nChanged 1354
		SP:Iteration 7F (39274.590000 sec): 3 clusters
  Score: Raw -4061675.980057 + Penalty 5028.019325 = -4056647.960732
  nChanged 1360
		SP:Iteration 8F (39274.930000 sec): 3 clusters
  Score: Raw -4062685.360967 + Penalty 5028.019325 = -4057657.341641
  nChanged 1261
		SP:Iteration 9Q (39275.320000 sec): 3 clusters
  Score: Raw -4063647.801666 + Penalty 5028.019325 = -4058619.782341
  nChanged 1127
		SP:Iteration 10Q (39275.660000 sec): 3 clusters
  Score: Raw -4064480.459945 + Penalty 5028.019325 = -4059452.440619
  nChanged 943
		SP:Iteration 11Q (39276.010000 sec): 3 clusters
  Score: Raw -4065219.727121 + Penalty 5028.019325 = -4060191.707796
  nChanged 770
		SP:Iteration 12Q (39276.420000 sec): 3 clusters
  Score: Raw -4065813.922472 + Penalty 5028.019325 = -4060785.903147
  nChanged 573
		SP:Iteration 13Q (39276.730000 sec): 3 clusters
  Score: Raw -4066213.967263 + Penalty 5028.019325 = -4061185.947938
  nChanged 431
		SP:Iteration 14Q (39277.070000 sec): 3 clusters
  Score: Raw -4066490.904921 + Penalty 5028.019325 = -4061462.885596
  nChanged 330
		SP:Iteration 15Q (39277.400000 sec): 3 clusters
  Score: Raw -4066701.764086 + Penalty 5028.019325 = -4061673.744761
  nChanged 260
		SP:Iteration 16Q (39277.710000 sec): 3 clusters
  Score: Raw -4066850.397672 + Penalty 5028.019325 = -4061822.378347
  nChanged 203
		SP:Iteration 17Q (39278.060000 sec): 3 clusters
  Score: Raw -4066947.480692 + Penalty 5028.019325 = -4061919.461367
  nChanged 132
		SP:Iteration 18Q (39278.400000 sec): 3 clusters
  Score: Raw -4067004.850379 + Penalty 5028.019325 = -4061976.831054
  nChanged 94
		SP:Iteration 19Q (39278.690000 sec): 3 clusters
  Score: Raw -4067044.895131 + Penalty 5028.019325 = -4062016.875806
  nChanged 68
		SP:Iteration 20F (39279.020000 sec): 3 clusters
  Score: Raw -4067066.893834 + Penalty 5028.019325 = -4062038.874509
  nChanged 56
		SP:Iteration 21Q (39279.360000 sec): 3 clusters
  Score: Raw -4067085.424166 + Penalty 5028.019325 = -4062057.404841
  nChanged 33
		SP:Iteration 22Q (39279.700000 sec): 3 clusters
  Score: Raw -4067096.319842 + Penalty 5028.019325 = -4062068.300517
  nChanged 18
		SP:Iteration 23Q (39280.000000 sec): 3 clusters
  Score: Raw -4067102.414935 + Penalty 5028.019325 = -4062074.395610
  nChanged 22
		SP:Iteration 24Q (39280.330000 sec): 3 clusters
  Score: Raw -4067109.155443 + Penalty 5028.019325 = -4062081.136118
  nChanged 23
		SP:Iteration 25Q (39280.630000 sec): 3 clusters
  Score: Raw -4067115.960019 + Penalty 5028.019325 = -4062087.940693
  nChanged 21
		SP:Iteration 26Q (39280.910000 sec): 3 clusters
  Score: Raw -4067122.291930 + Penalty 5028.019325 = -4062094.272604
  nChanged 18
		SP:Iteration 27Q (39281.270000 sec): 3 clusters
  Score: Raw -4067127.488557 + Penalty 5028.019325 = -4062099.469232
  nChanged 18
		SP:Iteration 28Q (39281.600000 sec): 3 clusters
  Score: Raw -4067133.286666 + Penalty 5028.019325 = -4062105.267341
  nChanged 18
		SP:Iteration 29Q (39281.920000 sec): 3 clusters
  Score: Raw -4067138.839598 + Penalty 5028.019325 = -4062110.820272
  nChanged 17
		SP:Iteration 30Q (39282.230000 sec): 3 clusters
  Score: Raw -4067144.954762 + Penalty 5028.019325 = -4062116.935437
  nChanged 23
		SP:Iteration 31Q (39282.550000 sec): 3 clusters
  Score: Raw -4067152.644639 + Penalty 5028.019325 = -4062124.625313
  nChanged 18
		SP:Iteration 32Q (39282.850000 sec): 3 clusters
  Score: Raw -4067158.225876 + Penalty 5028.019325 = -4062130.206551
  nChanged 14
		SP:Iteration 33Q (39283.170000 sec): 3 clusters
  Score: Raw -4067162.220478 + Penalty 5028.019325 = -4062134.201152
  nChanged 8
		SP:Iteration 34Q (39283.480000 sec): 3 clusters
  Score: Raw -4067164.558770 + Penalty 5028.019325 = -4062136.539445
  nChanged 14
		SP:Iteration 35Q (39283.870000 sec): 3 clusters
  Score: Raw -4067168.603060 + Penalty 5028.019325 = -4062140.583735
  nChanged 9
		SP:Iteration 36Q (39284.220000 sec): 3 clusters
  Score: Raw -4067171.485409 + Penalty 5028.019325 = -4062143.466084
  nChanged 15
		SP:Iteration 37Q (39284.580000 sec): 3 clusters
  Score: Raw -4067175.999184 + Penalty 5028.019325 = -4062147.979859
  nChanged 10
		SP:Iteration 38Q (39284.880000 sec): 3 clusters
  Score: Raw -4067179.405775 + Penalty 5028.019325 = -4062151.386450
  nChanged 11
		SP:Iteration 39Q (39285.180000 sec): 3 clusters
  Score: Raw -4067182.918590 + Penalty 5028.019325 = -4062154.899265
  nChanged 8
		SP:Iteration 40F (39285.540000 sec): 3 clusters
  Score: Raw -4067185.666109 + Penalty 5028.019325 = -4062157.646784
  nChanged 9
		SP:Iteration 41Q (39285.890000 sec): 3 clusters
  Score: Raw -4067188.567941 + Penalty 5028.019325 = -4062160.548616
  nChanged 10
		SP:Iteration 42Q (39286.190000 sec): 3 clusters
  Score: Raw -4067191.621222 + Penalty 5028.019325 = -4062163.601896
  nChanged 7
		SP:Iteration 43Q (39286.520000 sec): 3 clusters
  Score: Raw -4067193.575364 + Penalty 5028.019325 = -4062165.556039
  nChanged 6
		SP:Iteration 44Q (39286.770000 sec): 3 clusters
  Score: Raw -4067195.228492 + Penalty 5028.019325 = -4062167.209167
  nChanged 6
		SP:Iteration 45Q (39287.130000 sec): 3 clusters
  Score: Raw -4067197.568840 + Penalty 5028.019325 = -4062169.549515
  nChanged 7
		SP:Iteration 46Q (39287.430000 sec): 3 clusters
  Score: Raw -4067199.562344 + Penalty 5028.019325 = -4062171.543019
  nChanged 7
		SP:Iteration 47Q (39287.730000 sec): 3 clusters
  Score: Raw -4067201.701455 + Penalty 5028.019325 = -4062173.682130
  nChanged 6
		SP:Iteration 48Q (39288.080000 sec): 3 clusters
  Score: Raw -4067203.301233 + Penalty 5028.019325 = -4062175.281908
  nChanged 2
		SP:Iteration 49Q (39288.400000 sec): 3 clusters
  Score: Raw -4067203.824559 + Penalty 5028.019325 = -4062175.805234
  nChanged 3
		SP:Iteration 50Q (39288.790000 sec): 3 clusters
  Score: Raw -4067204.522079 + Penalty 5028.019325 = -4062176.502754
  nChanged 3
		SP:Iteration 51Q (39289.150000 sec): 3 clusters
  Score: Raw -4067205.609373 + Penalty 5028.019325 = -4062177.590047
  nChanged 3
		SP:Iteration 52Q (39289.490000 sec): 3 clusters
  Score: Raw -4067206.445376 + Penalty 5028.019325 = -4062178.426050
  nChanged 1
		SP:Iteration 53Q (39289.820000 sec): 3 clusters
  Score: Raw -4067206.732295 + Penalty 5028.019325 = -4062178.712970
  nChanged 0
		SP:Iteration 54F (39290.160000 sec): 3 clusters
  Score: Raw -4067206.732295 + Penalty 5028.019325 = -4062178.712970
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (9255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39290.330000 sec): 2 clusters
  Score: Raw -1473266.734155 + Penalty 2264.963968 = -1471001.770187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39290.560000 sec): 3 clusters
  Score: Raw -1468315.156914 + Penalty 4529.927936 = -1463785.228979
  nChanged 3868
		SP:Iteration 1F (39290.720000 sec): 3 clusters
  Score: Raw -1470450.819031 + Penalty 4529.927936 = -1465920.891096
  nChanged 700
		SP:Iteration 2F (39290.960000 sec): 3 clusters
  Score: Raw -1470996.565811 + Penalty 4529.927936 = -1466466.637875
  nChanged 731
		SP:Iteration 3F (39291.220000 sec): 3 clusters
  Score: Raw -1471674.282674 + Penalty 4529.927936 = -1467144.354738
  nChanged 777
		SP:Iteration 4F (39291.450000 sec): 3 clusters
  Score: Raw -1472466.604314 + Penalty 4529.927936 = -1467936.676378
  nChanged 754
		SP:Iteration 5F (39291.700000 sec): 3 clusters
  Score: Raw -1473193.699475 + Penalty 4529.927936 = -1468663.771540
  nChanged 584
		SP:Iteration 6F (39291.950000 sec): 3 clusters
  Score: Raw -1473630.552005 + Penalty 4529.927936 = -1469100.624069
  nChanged 405
		SP:Iteration 7Q (39292.220000 sec): 3 clusters
  Score: Raw -1473861.993188 + Penalty 4529.927936 = -1469332.065252
  nChanged 272
		SP:Iteration 8Q (39292.420000 sec): 3 clusters
  Score: Raw -1473987.798861 + Penalty 4529.927936 = -1469457.870925
  nChanged 194
		SP:Iteration 9Q (39292.640000 sec): 3 clusters
  Score: Raw -1474059.048285 + Penalty 4529.927936 = -1469529.120350
  nChanged 116
		SP:Iteration 10Q (39292.860000 sec): 3 clusters
  Score: Raw -1474100.110323 + Penalty 4529.927936 = -1469570.182387
  nChanged 89
		SP:Iteration 11Q (39293.140000 sec): 3 clusters
  Score: Raw -1474132.696961 + Penalty 4529.927936 = -1469602.769026
  nChanged 93
		SP:Iteration 12Q (39293.390000 sec): 3 clusters
  Score: Raw -1474161.794043 + Penalty 4529.927936 = -1469631.866107
  nChanged 75
		SP:Iteration 13Q (39293.680000 sec): 3 clusters
  Score: Raw -1474184.156887 + Penalty 4529.927936 = -1469654.228952
  nChanged 65
		SP:Iteration 14Q (39293.860000 sec): 3 clusters
  Score: Raw -1474202.705880 + Penalty 4529.927936 = -1469672.777944
  nChanged 66
		SP:Iteration 15Q (39294.100000 sec): 3 clusters
  Score: Raw -1474221.054718 + Penalty 4529.927936 = -1469691.126783
  nChanged 51
		SP:Iteration 16Q (39294.320000 sec): 3 clusters
  Score: Raw -1474234.987313 + Penalty 4529.927936 = -1469705.059377
  nChanged 43
		SP:Iteration 17Q (39294.570000 sec): 3 clusters
  Score: Raw -1474246.832542 + Penalty 4529.927936 = -1469716.904606
  nChanged 39
		SP:Iteration 18Q (39294.920000 sec): 3 clusters
  Score: Raw -1474256.281930 + Penalty 4529.927936 = -1469726.353994
  nChanged 35
		SP:Iteration 19Q (39295.120000 sec): 3 clusters
  Score: Raw -1474265.451466 + Penalty 4529.927936 = -1469735.523531
  nChanged 44
		SP:Iteration 20F (39295.350000 sec): 3 clusters
  Score: Raw -1474276.453556 + Penalty 4529.927936 = -1469746.525620
  nChanged 41
		SP:Iteration 21Q (39295.600000 sec): 3 clusters
  Score: Raw -1474285.238191 + Penalty 4529.927936 = -1469755.310255
  nChanged 35
		SP:Iteration 22Q (39295.860000 sec): 3 clusters
  Score: Raw -1474292.419551 + Penalty 4529.927936 = -1469762.491616
  nChanged 27
		SP:Iteration 23Q (39296.090000 sec): 3 clusters
  Score: Raw -1474298.401360 + Penalty 4529.927936 = -1469768.473425
  nChanged 34
		SP:Iteration 24Q (39296.320000 sec): 3 clusters
  Score: Raw -1474306.197552 + Penalty 4529.927936 = -1469776.269617
  nChanged 47
		SP:Iteration 25Q (39296.580000 sec): 3 clusters
  Score: Raw -1474317.954200 + Penalty 4529.927936 = -1469788.026264
  nChanged 46
		SP:Iteration 26Q (39296.800000 sec): 3 clusters
  Score: Raw -1474328.968410 + Penalty 4529.927936 = -1469799.040474
  nChanged 42
		SP:Iteration 27Q (39297.160000 sec): 3 clusters
  Score: Raw -1474340.704792 + Penalty 4529.927936 = -1469810.776857
  nChanged 48
		SP:Iteration 28Q (39297.400000 sec): 3 clusters
  Score: Raw -1474351.962720 + Penalty 4529.927936 = -1469822.034784
  nChanged 49
		SP:Iteration 29Q (39297.560000 sec): 3 clusters
  Score: Raw -1474363.822362 + Penalty 4529.927936 = -1469833.894426
  nChanged 55
		SP:Iteration 30Q (39297.780000 sec): 3 clusters
  Score: Raw -1474379.094294 + Penalty 4529.927936 = -1469849.166358
  nChanged 62
		SP:Iteration 31Q (39298.060000 sec): 3 clusters
  Score: Raw -1474394.797039 + Penalty 4529.927936 = -1469864.869103
  nChanged 53
		SP:Iteration 32Q (39298.300000 sec): 3 clusters
  Score: Raw -1474406.670849 + Penalty 4529.927936 = -1469876.742913
  nChanged 47
		SP:Iteration 33Q (39298.520000 sec): 3 clusters
  Score: Raw -1474418.175664 + Penalty 4529.927936 = -1469888.247728
  nChanged 46
		SP:Iteration 34Q (39298.770000 sec): 3 clusters
  Score: Raw -1474428.073998 + Penalty 4529.927936 = -1469898.146062
  nChanged 44
		SP:Iteration 35Q (39299.040000 sec): 3 clusters
  Score: Raw -1474441.965099 + Penalty 4529.927936 = -1469912.037163
  nChanged 50
		SP:Iteration 36Q (39299.230000 sec): 3 clusters
  Score: Raw -1474455.589296 + Penalty 4529.927936 = -1469925.661361
  nChanged 51
		SP:Iteration 37Q (39299.480000 sec): 3 clusters
  Score: Raw -1474469.429765 + Penalty 4529.927936 = -1469939.501830
  nChanged 56
		SP:Iteration 38Q (39299.710000 sec): 3 clusters
  Score: Raw -1474483.739745 + Penalty 4529.927936 = -1469953.811809
  nChanged 44
		SP:Iteration 39Q (39299.920000 sec): 3 clusters
  Score: Raw -1474492.567688 + Penalty 4529.927936 = -1469962.639753
  nChanged 39
		SP:Iteration 40F (39300.180000 sec): 3 clusters
  Score: Raw -1474501.682724 + Penalty 4529.927936 = -1469971.754788
  nChanged 47
		SP:Iteration 41Q (39300.430000 sec): 3 clusters
  Score: Raw -1474514.933904 + Penalty 4529.927936 = -1469985.005968
  nChanged 52
		SP:Iteration 42Q (39300.610000 sec): 3 clusters
  Score: Raw -1474530.994340 + Penalty 4529.927936 = -1470001.066405
  nChanged 56
		SP:Iteration 43Q (39300.870000 sec): 3 clusters
  Score: Raw -1474548.751283 + Penalty 4529.927936 = -1470018.823347
  nChanged 56
		SP:Iteration 44Q (39301.110000 sec): 3 clusters
  Score: Raw -1474568.597138 + Penalty 4529.927936 = -1470038.669202
  nChanged 65
		SP:Iteration 45Q (39301.380000 sec): 3 clusters
  Score: Raw -1474597.725346 + Penalty 4529.927936 = -1470067.797410
  nChanged 73
		SP:Iteration 46Q (39301.640000 sec): 3 clusters
  Score: Raw -1474628.768997 + Penalty 4529.927936 = -1470098.841061
  nChanged 76
		SP:Iteration 47Q (39301.890000 sec): 3 clusters
  Score: Raw -1474662.519452 + Penalty 4529.927936 = -1470132.591517
  nChanged 78
		SP:Iteration 48Q (39302.190000 sec): 3 clusters
  Score: Raw -1474698.758742 + Penalty 4529.927936 = -1470168.830806
  nChanged 75
		SP:Iteration 49Q (39302.410000 sec): 3 clusters
  Score: Raw -1474735.707055 + Penalty 4529.927936 = -1470205.779119
  nChanged 77
		SP:Iteration 50Q (39302.650000 sec): 3 clusters
  Score: Raw -1474771.167527 + Penalty 4529.927936 = -1470241.239591
  nChanged 64
		SP:Iteration 51Q (39302.880000 sec): 3 clusters
  Score: Raw -1474797.215544 + Penalty 4529.927936 = -1470267.287608
  nChanged 57
		SP:Iteration 52Q (39303.110000 sec): 3 clusters
  Score: Raw -1474815.511993 + Penalty 4529.927936 = -1470285.584057
  nChanged 59
		SP:Iteration 53Q (39303.350000 sec): 3 clusters
  Score: Raw -1474831.573091 + Penalty 4529.927936 = -1470301.645156
  nChanged 49
		SP:Iteration 54Q (39303.590000 sec): 3 clusters
  Score: Raw -1474843.588324 + Penalty 4529.927936 = -1470313.660388
  nChanged 47
		SP:Iteration 55Q (39303.800000 sec): 3 clusters
  Score: Raw -1474855.732858 + Penalty 4529.927936 = -1470325.804922
  nChanged 51
		SP:Iteration 56Q (39304.040000 sec): 3 clusters
  Score: Raw -1474868.252966 + Penalty 4529.927936 = -1470338.325030
  nChanged 30
		SP:Iteration 57Q (39304.280000 sec): 3 clusters
  Score: Raw -1474875.398935 + Penalty 4529.927936 = -1470345.471000
  nChanged 34
		SP:Iteration 58Q (39304.520000 sec): 3 clusters
  Score: Raw -1474883.944956 + Penalty 4529.927936 = -1470354.017020
  nChanged 43
		SP:Iteration 59Q (39304.760000 sec): 3 clusters
  Score: Raw -1474893.358297 + Penalty 4529.927936 = -1470363.430362
  nChanged 31
		SP:Iteration 60F (39305.030000 sec): 3 clusters
  Score: Raw -1474901.167170 + Penalty 4529.927936 = -1470371.239234
  nChanged 38
		SP:Iteration 61Q (39305.250000 sec): 3 clusters
  Score: Raw -1474909.783418 + Penalty 4529.927936 = -1470379.855483
  nChanged 29
		SP:Iteration 62Q (39305.500000 sec): 3 clusters
  Score: Raw -1474915.162708 + Penalty 4529.927936 = -1470385.234772
  nChanged 19
		SP:Iteration 63Q (39305.720000 sec): 3 clusters
  Score: Raw -1474918.771462 + Penalty 4529.927936 = -1470388.843527
  nChanged 15
		SP:Iteration 64Q (39306.020000 sec): 3 clusters
  Score: Raw -1474922.249000 + Penalty 4529.927936 = -1470392.321065
  nChanged 13
		SP:Iteration 65Q (39306.240000 sec): 3 clusters
  Score: Raw -1474924.682598 + Penalty 4529.927936 = -1470394.754662
  nChanged 10
		SP:Iteration 66Q (39306.420000 sec): 3 clusters
  Score: Raw -1474926.652506 + Penalty 4529.927936 = -1470396.724571
  nChanged 11
		SP:Iteration 67Q (39306.660000 sec): 3 clusters
  Score: Raw -1474928.747683 + Penalty 4529.927936 = -1470398.819747
  nChanged 7
		SP:Iteration 68Q (39306.890000 sec): 3 clusters
  Score: Raw -1474930.171272 + Penalty 4529.927936 = -1470400.243336
  nChanged 8
		SP:Iteration 69Q (39307.130000 sec): 3 clusters
  Score: Raw -1474931.757116 + Penalty 4529.927936 = -1470401.829181
  nChanged 8
		SP:Iteration 70Q (39307.380000 sec): 3 clusters
  Score: Raw -1474933.338782 + Penalty 4529.927936 = -1470403.410847
  nChanged 13
		SP:Iteration 71Q (39307.580000 sec): 3 clusters
  Score: Raw -1474935.924962 + Penalty 4529.927936 = -1470405.997027
  nChanged 15
		SP:Iteration 72Q (39307.830000 sec): 3 clusters
  Score: Raw -1474938.876199 + Penalty 4529.927936 = -1470408.948264
  nChanged 12
		SP:Iteration 73Q (39308.040000 sec): 3 clusters
  Score: Raw -1474941.149150 + Penalty 4529.927936 = -1470411.221214
  nChanged 8
		SP:Iteration 74Q (39308.200000 sec): 3 clusters
  Score: Raw -1474942.440251 + Penalty 4529.927936 = -1470412.512316
  nChanged 5
		SP:Iteration 75Q (39308.440000 sec): 3 clusters
  Score: Raw -1474943.336532 + Penalty 4529.927936 = -1470413.408596
  nChanged 5
		SP:Iteration 76Q (39308.660000 sec): 3 clusters
  Score: Raw -1474944.362532 + Penalty 4529.927936 = -1470414.434597
  nChanged 3
		SP:Iteration 77Q (39308.860000 sec): 3 clusters
  Score: Raw -1474945.087368 + Penalty 4529.927936 = -1470415.159433
  nChanged 5
		SP:Iteration 78Q (39309.060000 sec): 3 clusters
  Score: Raw -1474946.330417 + Penalty 4529.927936 = -1470416.402481
  nChanged 8
		SP:Iteration 79Q (39309.270000 sec): 3 clusters
  Score: Raw -1474947.904322 + Penalty 4529.927936 = -1470417.976386
  nChanged 9
		SP:Iteration 80F (39309.530000 sec): 3 clusters
  Score: Raw -1474949.567168 + Penalty 4529.927936 = -1470419.639232
  nChanged 16
		SP:Iteration 81Q (39309.790000 sec): 3 clusters
  Score: Raw -1474953.059092 + Penalty 4529.927936 = -1470423.131157
  nChanged 11
		SP:Iteration 82Q (39309.980000 sec): 3 clusters
  Score: Raw -1474955.066408 + Penalty 4529.927936 = -1470425.138473
  nChanged 3
		SP:Iteration 83Q (39310.190000 sec): 3 clusters
  Score: Raw -1474955.431635 + Penalty 4529.927936 = -1470425.503700
  nChanged 0
		SP:Iteration 84F (39310.410000 sec): 3 clusters
  Score: Raw -1474955.431635 + Penalty 4529.927936 = -1470425.503700
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (24750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39310.620000 sec): 2 clusters
  Score: Raw -3779221.772485 + Penalty 2508.912030 = -3776712.860454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39310.940000 sec): 3 clusters
  Score: Raw -3764553.326106 + Penalty 5017.824061 = -3759535.502045
  nChanged 11006
		SP:Iteration 1F (39311.280000 sec): 3 clusters
  Score: Raw -3770866.077749 + Penalty 5017.824061 = -3765848.253688
  nChanged 1415
		SP:Iteration 2F (39311.690000 sec): 3 clusters
  Score: Raw -3771480.238579 + Penalty 5017.824061 = -3766462.414518
  nChanged 1298
		SP:Iteration 3F (39312.060000 sec): 3 clusters
  Score: Raw -3772119.938958 + Penalty 5017.824061 = -3767102.114898
  nChanged 1300
		SP:Iteration 4F (39312.410000 sec): 3 clusters
  Score: Raw -3772841.172368 + Penalty 5017.824061 = -3767823.348307
  nChanged 1377
		SP:Iteration 5F (39312.780000 sec): 3 clusters
  Score: Raw -3773657.214798 + Penalty 5017.824061 = -3768639.390737
  nChanged 1404
		SP:Iteration 6F (39313.150000 sec): 3 clusters
  Score: Raw -3774575.183449 + Penalty 5017.824061 = -3769557.359388
  nChanged 1423
		SP:Iteration 7F (39313.530000 sec): 3 clusters
  Score: Raw -3775692.412530 + Penalty 5017.824061 = -3770674.588469
  nChanged 1394
		SP:Iteration 8F (39313.860000 sec): 3 clusters
  Score: Raw -3776872.689359 + Penalty 5017.824061 = -3771854.865298
  nChanged 1198
		SP:Iteration 9Q (39314.300000 sec): 3 clusters
  Score: Raw -3777884.390841 + Penalty 5017.824061 = -3772866.566780
  nChanged 960
		SP:Iteration 10Q (39314.660000 sec): 3 clusters
  Score: Raw -3778707.050636 + Penalty 5017.824061 = -3773689.226575
  nChanged 781
		SP:Iteration 11Q (39314.980000 sec): 3 clusters
  Score: Raw -3779240.823476 + Penalty 5017.824061 = -3774222.999415
  nChanged 555
		SP:Iteration 12Q (39315.300000 sec): 3 clusters
  Score: Raw -3779558.512852 + Penalty 5017.824061 = -3774540.688791
  nChanged 406
		SP:Iteration 13Q (39315.640000 sec): 3 clusters
  Score: Raw -3779752.169525 + Penalty 5017.824061 = -3774734.345464
  nChanged 310
		SP:Iteration 14Q (39315.910000 sec): 3 clusters
  Score: Raw -3779893.762015 + Penalty 5017.824061 = -3774875.937954
  nChanged 257
		SP:Iteration 15Q (39316.250000 sec): 3 clusters
  Score: Raw -3780008.812499 + Penalty 5017.824061 = -3774990.988438
  nChanged 240
		SP:Iteration 16Q (39316.590000 sec): 3 clusters
  Score: Raw -3780123.781822 + Penalty 5017.824061 = -3775105.957761
  nChanged 232
		SP:Iteration 17Q (39316.940000 sec): 3 clusters
  Score: Raw -3780234.035066 + Penalty 5017.824061 = -3775216.211005
  nChanged 205
		SP:Iteration 18Q (39317.300000 sec): 3 clusters
  Score: Raw -3780326.850618 + Penalty 5017.824061 = -3775309.026557
  nChanged 196
		SP:Iteration 19Q (39317.650000 sec): 3 clusters
  Score: Raw -3780420.703737 + Penalty 5017.824061 = -3775402.879676
  nChanged 190
		SP:Iteration 20F (39318.050000 sec): 3 clusters
  Score: Raw -3780524.809879 + Penalty 5017.824061 = -3775506.985818
  nChanged 191
		SP:Iteration 21Q (39318.430000 sec): 3 clusters
  Score: Raw -3780617.683202 + Penalty 5017.824061 = -3775599.859141
  nChanged 190
		SP:Iteration 22Q (39318.800000 sec): 3 clusters
  Score: Raw -3780719.676615 + Penalty 5017.824061 = -3775701.852554
  nChanged 157
		SP:Iteration 23Q (39319.170000 sec): 3 clusters
  Score: Raw -3780796.741524 + Penalty 5017.824061 = -3775778.917463
  nChanged 134
		SP:Iteration 24Q (39319.540000 sec): 3 clusters
  Score: Raw -3780861.221257 + Penalty 5017.824061 = -3775843.397197
  nChanged 129
		SP:Iteration 25Q (39319.920000 sec): 3 clusters
  Score: Raw -3780920.654272 + Penalty 5017.824061 = -3775902.830211
  nChanged 132
		SP:Iteration 26Q (39320.320000 sec): 3 clusters
  Score: Raw -3780982.379282 + Penalty 5017.824061 = -3775964.555221
  nChanged 125
		SP:Iteration 27Q (39320.700000 sec): 3 clusters
  Score: Raw -3781042.919396 + Penalty 5017.824061 = -3776025.095335
  nChanged 116
		SP:Iteration 28Q (39321.070000 sec): 3 clusters
  Score: Raw -3781091.875414 + Penalty 5017.824061 = -3776074.051353
  nChanged 86
		SP:Iteration 29Q (39321.460000 sec): 3 clusters
  Score: Raw -3781118.304348 + Penalty 5017.824061 = -3776100.480287
  nChanged 78
		SP:Iteration 30Q (39321.840000 sec): 3 clusters
  Score: Raw -3781143.095129 + Penalty 5017.824061 = -3776125.271068
  nChanged 59
		SP:Iteration 31Q (39322.210000 sec): 3 clusters
  Score: Raw -3781162.142535 + Penalty 5017.824061 = -3776144.318474
  nChanged 42
		SP:Iteration 32Q (39322.590000 sec): 3 clusters
  Score: Raw -3781173.519994 + Penalty 5017.824061 = -3776155.695933
  nChanged 44
		SP:Iteration 33Q (39322.970000 sec): 3 clusters
  Score: Raw -3781184.733999 + Penalty 5017.824061 = -3776166.909938
  nChanged 26
		SP:Iteration 34Q (39323.350000 sec): 3 clusters
  Score: Raw -3781190.226318 + Penalty 5017.824061 = -3776172.402257
  nChanged 18
		SP:Iteration 35Q (39323.730000 sec): 3 clusters
  Score: Raw -3781194.569048 + Penalty 5017.824061 = -3776176.744987
  nChanged 23
		SP:Iteration 36Q (39324.110000 sec): 3 clusters
  Score: Raw -3781199.681632 + Penalty 5017.824061 = -3776181.857572
  nChanged 21
		SP:Iteration 37Q (39324.500000 sec): 3 clusters
  Score: Raw -3781203.861303 + Penalty 5017.824061 = -3776186.037242
  nChanged 15
		SP:Iteration 38Q (39324.870000 sec): 3 clusters
  Score: Raw -3781207.174739 + Penalty 5017.824061 = -3776189.350678
  nChanged 11
		SP:Iteration 39Q (39325.250000 sec): 3 clusters
  Score: Raw -3781209.837652 + Penalty 5017.824061 = -3776192.013591
  nChanged 11
		SP:Iteration 40F (39325.630000 sec): 3 clusters
  Score: Raw -3781212.006803 + Penalty 5017.824061 = -3776194.182742
  nChanged 13
		SP:Iteration 41Q (39326.020000 sec): 3 clusters
  Score: Raw -3781214.814273 + Penalty 5017.824061 = -3776196.990212
  nChanged 9
		SP:Iteration 42Q (39326.400000 sec): 3 clusters
  Score: Raw -3781216.576170 + Penalty 5017.824061 = -3776198.752109
  nChanged 8
		SP:Iteration 43Q (39326.780000 sec): 3 clusters
  Score: Raw -3781218.371204 + Penalty 5017.824061 = -3776200.547143
  nChanged 7
		SP:Iteration 44Q (39327.170000 sec): 3 clusters
  Score: Raw -3781220.129209 + Penalty 5017.824061 = -3776202.305149
  nChanged 6
		SP:Iteration 45Q (39327.560000 sec): 3 clusters
  Score: Raw -3781221.813628 + Penalty 5017.824061 = -3776203.989567
  nChanged 7
		SP:Iteration 46Q (39327.960000 sec): 3 clusters
  Score: Raw -3781223.741990 + Penalty 5017.824061 = -3776205.917929
  nChanged 8
		SP:Iteration 47Q (39328.340000 sec): 3 clusters
  Score: Raw -3781225.623414 + Penalty 5017.824061 = -3776207.799353
  nChanged 4
		SP:Iteration 48Q (39328.730000 sec): 3 clusters
  Score: Raw -3781226.643005 + Penalty 5017.824061 = -3776208.818944
  nChanged 4
		SP:Iteration 49Q (39329.110000 sec): 3 clusters
  Score: Raw -3781227.186700 + Penalty 5017.824061 = -3776209.362639
  nChanged 2
		SP:Iteration 50Q (39329.500000 sec): 3 clusters
  Score: Raw -3781227.519862 + Penalty 5017.824061 = -3776209.695801
  nChanged 3
		SP:Iteration 51Q (39329.880000 sec): 3 clusters
  Score: Raw -3781228.114619 + Penalty 5017.824061 = -3776210.290558
  nChanged 6
		SP:Iteration 52Q (39330.270000 sec): 3 clusters
  Score: Raw -3781229.131932 + Penalty 5017.824061 = -3776211.307871
  nChanged 4
		SP:Iteration 53Q (39330.660000 sec): 3 clusters
  Score: Raw -3781229.578177 + Penalty 5017.824061 = -3776211.754116
  nChanged 1
		SP:Iteration 54Q (39331.040000 sec): 3 clusters
  Score: Raw -3781229.747330 + Penalty 5017.824061 = -3776211.923269
  nChanged 2
		SP:Iteration 55Q (39331.420000 sec): 3 clusters
  Score: Raw -3781230.025981 + Penalty 5017.824061 = -3776212.201920
  nChanged 0
		SP:Iteration 56F (39331.800000 sec): 3 clusters
  Score: Raw -3781230.025981 + Penalty 5017.824061 = -3776212.201920
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39331.900000 sec): 2 clusters
  Score: Raw -169629.522974 + Penalty 1747.784271 = -167881.738703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39332.070000 sec): 3 clusters
  Score: Raw -169397.706871 + Penalty 3495.568542 = -165902.138330
  nChanged 305
		SP:Iteration 1F (39332.250000 sec): 3 clusters
  Score: Raw -169818.719854 + Penalty 3495.568542 = -166323.151313
  nChanged 105
		SP:Iteration 2F (39332.420000 sec): 3 clusters
  Score: Raw -169998.335243 + Penalty 3495.568542 = -166502.766701
  nChanged 56
		SP:Iteration 3Q (39332.600000 sec): 3 clusters
  Score: Raw -170090.437759 + Penalty 3495.568542 = -166594.869217
  nChanged 53
		SP:Iteration 4Q (39332.780000 sec): 3 clusters
  Score: Raw -170169.543824 + Penalty 3495.568542 = -166673.975282
  nChanged 46
		SP:Iteration 5Q (39332.950000 sec): 3 clusters
  Score: Raw -170268.509068 + Penalty 3495.568542 = -166772.940526
  nChanged 52
		SP:Iteration 6Q (39333.130000 sec): 3 clusters
  Score: Raw -170368.569956 + Penalty 3495.568542 = -166873.001414
  nChanged 38
		SP:Iteration 7Q (39333.300000 sec): 3 clusters
  Score: Raw -170423.943865 + Penalty 3495.568542 = -166928.375324
  nChanged 27
		SP:Iteration 8Q (39333.480000 sec): 3 clusters
  Score: Raw -170463.523478 + Penalty 3495.568542 = -166967.954936
  nChanged 20
		SP:Iteration 9Q (39333.660000 sec): 3 clusters
  Score: Raw -170517.356902 + Penalty 3495.568542 = -167021.788360
  nChanged 20
		SP:Iteration 10Q (39333.830000 sec): 3 clusters
  Score: Raw -170569.038356 + Penalty 3495.568542 = -167073.469814
  nChanged 22
		SP:Iteration 11Q (39334.010000 sec): 3 clusters
  Score: Raw -170622.225923 + Penalty 3495.568542 = -167126.657381
  nChanged 19
		SP:Iteration 12Q (39334.180000 sec): 3 clusters
  Score: Raw -170663.483123 + Penalty 3495.568542 = -167167.914582
  nChanged 21
		SP:Iteration 13Q (39334.360000 sec): 3 clusters
  Score: Raw -170728.852388 + Penalty 3495.568542 = -167233.283846
  nChanged 18
		SP:Iteration 14Q (39334.530000 sec): 3 clusters
  Score: Raw -170756.758302 + Penalty 3495.568542 = -167261.189760
  nChanged 11
		SP:Iteration 15Q (39334.710000 sec): 3 clusters
  Score: Raw -170771.274623 + Penalty 3495.568542 = -167275.706081
  nChanged 11
		SP:Iteration 16Q (39334.880000 sec): 3 clusters
  Score: Raw -170785.768991 + Penalty 3495.568542 = -167290.200450
  nChanged 9
		SP:Iteration 17Q (39335.060000 sec): 3 clusters
  Score: Raw -170798.837274 + Penalty 3495.568542 = -167303.268732
  nChanged 9
		SP:Iteration 18Q (39335.240000 sec): 3 clusters
  Score: Raw -170812.683911 + Penalty 3495.568542 = -167317.115370
  nChanged 7
		SP:Iteration 19Q (39335.410000 sec): 3 clusters
  Score: Raw -170824.942983 + Penalty 3495.568542 = -167329.374441
  nChanged 7
		SP:Iteration 20F (39335.590000 sec): 3 clusters
  Score: Raw -170838.103932 + Penalty 3495.568542 = -167342.535390
  nChanged 8
		SP:Iteration 21Q (39335.760000 sec): 3 clusters
  Score: Raw -170847.475006 + Penalty 3495.568542 = -167351.906464
  nChanged 2
		SP:Iteration 22Q (39335.940000 sec): 3 clusters
  Score: Raw -170850.103072 + Penalty 3495.568542 = -167354.534530
  nChanged 2
		SP:Iteration 23Q (39336.150000 sec): 3 clusters
  Score: Raw -170852.993193 + Penalty 3495.568542 = -167357.424651
  nChanged 2
		SP:Iteration 24Q (39336.330000 sec): 3 clusters
  Score: Raw -170855.848536 + Penalty 3495.568542 = -167360.279994
  nChanged 1
		SP:Iteration 25Q (39336.450000 sec): 3 clusters
  Score: Raw -170856.941844 + Penalty 3495.568542 = -167361.373302
  nChanged 1
		SP:Iteration 26Q (39336.640000 sec): 3 clusters
  Score: Raw -170857.360283 + Penalty 3495.568542 = -167361.791741
  nChanged 1
		SP:Iteration 27Q (39336.820000 sec): 3 clusters
  Score: Raw -170857.976294 + Penalty 3495.568542 = -167362.407752
  nChanged 0
		SP:Iteration 28F (39337.010000 sec): 3 clusters
  Score: Raw -170857.976294 + Penalty 3495.568542 = -167362.407752
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (288113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39338.800000 sec): 2 clusters
  Score: Raw -46001773.800602 + Penalty 3117.634795 = -45998656.165807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39340.930000 sec): 3 clusters
  Score: Raw -45810775.566978 + Penalty 6235.269589 = -45804540.297388
  nChanged 139599
		SP:Iteration 1F (39343.110000 sec): 3 clusters
  Score: Raw -45894420.763119 + Penalty 6235.269589 = -45888185.493529
  nChanged 7495
		SP:Iteration 2Q (39345.470000 sec): 3 clusters
  Score: Raw -45895865.891774 + Penalty 6235.269589 = -45889630.622185
  nChanged 7966
		SP:Iteration 3Q (39347.920000 sec): 3 clusters
  Score: Raw -45897576.305162 + Penalty 6235.269589 = -45891341.035572
  nChanged 8742
		SP:Iteration 4Q (39350.210000 sec): 3 clusters
  Score: Raw -45899748.518038 + Penalty 6235.269589 = -45893513.248449
  nChanged 9836
		SP:Iteration 5Q (39352.650000 sec): 3 clusters
  Score: Raw -45902504.638418 + Penalty 6235.269589 = -45896269.368828
  nChanged 10768
		SP:Iteration 6Q (39355.070000 sec): 3 clusters
  Score: Raw -45906069.422926 + Penalty 6235.269589 = -45899834.153336
  nChanged 12001
		SP:Iteration 7Q (39357.410000 sec): 3 clusters
  Score: Raw -45910686.554820 + Penalty 6235.269589 = -45904451.285231
  nChanged 13043
		SP:Iteration 8Q (39359.740000 sec): 3 clusters
  Score: Raw -45916240.285120 + Penalty 6235.269589 = -45910005.015531
  nChanged 13639
		SP:Iteration 9Q (39362.340000 sec): 3 clusters
  Score: Raw -45922637.350800 + Penalty 6235.269589 = -45916402.081210
  nChanged 13795
		SP:Iteration 10Q (39364.730000 sec): 3 clusters
  Score: Raw -45929438.627942 + Penalty 6235.269589 = -45923203.358352
  nChanged 13351
		SP:Iteration 11Q (39367.010000 sec): 3 clusters
  Score: Raw -45935753.315116 + Penalty 6235.269589 = -45929518.045527
  nChanged 12306
		SP:Iteration 12Q (39369.400000 sec): 3 clusters
  Score: Raw -45941010.245812 + Penalty 6235.269589 = -45934774.976223
  nChanged 10883
		SP:Iteration 13Q (39371.540000 sec): 3 clusters
  Score: Raw -45945266.514071 + Penalty 6235.269589 = -45939031.244481
  nChanged 10055
		SP:Iteration 14Q (39373.880000 sec): 3 clusters
  Score: Raw -45949072.795191 + Penalty 6235.269589 = -45942837.525602
  nChanged 10188
		SP:Iteration 15Q (39376.290000 sec): 3 clusters
  Score: Raw -45953032.474704 + Penalty 6235.269589 = -45946797.205114
  nChanged 10821
		SP:Iteration 16Q (39378.600000 sec): 3 clusters
  Score: Raw -45957510.135138 + Penalty 6235.269589 = -45951274.865549
  nChanged 11906
		SP:Iteration 17Q (39380.880000 sec): 3 clusters
  Score: Raw -45962941.394749 + Penalty 6235.269589 = -45956706.125160
  nChanged 12675
		SP:Iteration 18Q (39383.220000 sec): 3 clusters
  Score: Raw -45969238.556410 + Penalty 6235.269589 = -45963003.286820
  nChanged 12686
		SP:Iteration 19Q (39385.500000 sec): 3 clusters
  Score: Raw -45976014.243687 + Penalty 6235.269589 = -45969778.974098
  nChanged 12006
		SP:Iteration 20F (39387.630000 sec): 3 clusters
  Score: Raw -45982778.591276 + Penalty 6235.269589 = -45976543.321687
  nChanged 10219
		SP:Iteration 21Q (39389.880000 sec): 3 clusters
  Score: Raw -45988666.608740 + Penalty 6235.269589 = -45982431.339151
  nChanged 8140
		SP:Iteration 22Q (39392.130000 sec): 3 clusters
  Score: Raw -45993358.011601 + Penalty 6235.269589 = -45987122.742012
  nChanged 5766
		SP:Iteration 23Q (39394.260000 sec): 3 clusters
  Score: Raw -45996599.549852 + Penalty 6235.269589 = -45990364.280263
  nChanged 3818
		SP:Iteration 24Q (39396.240000 sec): 3 clusters
  Score: Raw -45998727.072755 + Penalty 6235.269589 = -45992491.803165
  nChanged 2357
		SP:Iteration 25Q (39398.090000 sec): 3 clusters
  Score: Raw -46000018.053272 + Penalty 6235.269589 = -45993782.783683
  nChanged 1446
		SP:Iteration 26Q (39399.810000 sec): 3 clusters
  Score: Raw -46000805.785978 + Penalty 6235.269589 = -45994570.516389
  nChanged 884
		SP:Iteration 27Q (39401.850000 sec): 3 clusters
  Score: Raw -46001273.967734 + Penalty 6235.269589 = -45995038.698145
  nChanged 517
		SP:Iteration 28Q (39404.000000 sec): 3 clusters
  Score: Raw -46001553.113317 + Penalty 6235.269589 = -45995317.843728
  nChanged 361
		SP:Iteration 29Q (39406.120000 sec): 3 clusters
  Score: Raw -46001755.682566 + Penalty 6235.269589 = -45995520.412976
  nChanged 235
		SP:Iteration 30Q (39408.290000 sec): 3 clusters
  Score: Raw -46001891.247222 + Penalty 6235.269589 = -45995655.977632
  nChanged 160
		SP:Iteration 31Q (39411.060000 sec): 3 clusters
  Score: Raw -46001976.944335 + Penalty 6235.269589 = -45995741.674745
  nChanged 117
		SP:Iteration 32Q (39413.700000 sec): 3 clusters
  Score: Raw -46002040.328891 + Penalty 6235.269589 = -45995805.059302
  nChanged 76
		SP:Iteration 33Q (39416.330000 sec): 3 clusters
  Score: Raw -46002078.888181 + Penalty 6235.269589 = -45995843.618591
  nChanged 62
		SP:Iteration 34Q (39418.900000 sec): 3 clusters
  Score: Raw -46002109.250677 + Penalty 6235.269589 = -45995873.981088
  nChanged 32
		SP:Iteration 35Q (39421.510000 sec): 3 clusters
  Score: Raw -46002127.956879 + Penalty 6235.269589 = -45995892.687290
  nChanged 30
		SP:Iteration 36Q (39423.610000 sec): 3 clusters
  Score: Raw -46002143.655385 + Penalty 6235.269589 = -45995908.385795
  nChanged 33
		SP:Iteration 37Q (39425.770000 sec): 3 clusters
  Score: Raw -46002159.286439 + Penalty 6235.269589 = -45995924.016849
  nChanged 16
		SP:Iteration 38Q (39427.740000 sec): 3 clusters
  Score: Raw -46002165.393332 + Penalty 6235.269589 = -45995930.123743
  nChanged 14
		SP:Iteration 39Q (39429.870000 sec): 3 clusters
  Score: Raw -46002170.864402 + Penalty 6235.269589 = -45995935.594812
  nChanged 9
		SP:Iteration 40F (39431.990000 sec): 3 clusters
  Score: Raw -46002174.768303 + Penalty 6235.269589 = -45995939.498713
  nChanged 15
		SP:Iteration 41Q (39434.130000 sec): 3 clusters
  Score: Raw -46002180.841867 + Penalty 6235.269589 = -45995945.572277
  nChanged 8
		SP:Iteration 42Q (39436.360000 sec): 3 clusters
  Score: Raw -46002183.203656 + Penalty 6235.269589 = -45995947.934066
  nChanged 4
		SP:Iteration 43Q (39438.390000 sec): 3 clusters
  Score: Raw -46002185.334190 + Penalty 6235.269589 = -45995950.064601
  nChanged 6
		SP:Iteration 44Q (39440.550000 sec): 3 clusters
  Score: Raw -46002187.641550 + Penalty 6235.269589 = -45995952.371961
  nChanged 3
		SP:Iteration 45Q (39442.590000 sec): 3 clusters
  Score: Raw -46002189.047456 + Penalty 6235.269589 = -45995953.777866
  nChanged 3
		SP:Iteration 46Q (39444.610000 sec): 3 clusters
  Score: Raw -46002190.218960 + Penalty 6235.269589 = -45995954.949371
  nChanged 4
		SP:Iteration 47Q (39446.900000 sec): 3 clusters
  Score: Raw -46002192.139347 + Penalty 6235.269589 = -45995956.869757
  nChanged 2
		SP:Iteration 48Q (39449.100000 sec): 3 clusters
  Score: Raw -46002193.388889 + Penalty 6235.269589 = -45995958.119300
  nChanged 3
		SP:Iteration 49Q (39451.080000 sec): 3 clusters
  Score: Raw -46002194.849818 + Penalty 6235.269589 = -45995959.580229
  nChanged 5
		SP:Iteration 50Q (39453.100000 sec): 3 clusters
  Score: Raw -46002197.099224 + Penalty 6235.269589 = -45995961.829634
  nChanged 5
		SP:Iteration 51Q (39455.030000 sec): 3 clusters
  Score: Raw -46002198.594369 + Penalty 6235.269589 = -45995963.324780
  nChanged 3
		SP:Iteration 52Q (39457.120000 sec): 3 clusters
  Score: Raw -46002199.579308 + Penalty 6235.269589 = -45995964.309718
  nChanged 2
		SP:Iteration 53Q (39459.160000 sec): 3 clusters
  Score: Raw -46002200.061221 + Penalty 6235.269589 = -45995964.791632
  nChanged 0
		SP:Iteration 54F (39461.300000 sec): 3 clusters
  Score: Raw -46002200.061221 + Penalty 6235.269589 = -45995964.791632
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (17324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39461.680000 sec): 2 clusters
  Score: Raw -2695770.272805 + Penalty 2420.442329 = -2693349.830475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39462.080000 sec): 3 clusters
  Score: Raw -2685823.465331 + Penalty 4840.884659 = -2680982.580673
  nChanged 7582
		SP:Iteration 1F (39462.400000 sec): 3 clusters
  Score: Raw -2690392.858118 + Penalty 4840.884659 = -2685551.973459
  nChanged 1369
		SP:Iteration 2F (39462.760000 sec): 3 clusters
  Score: Raw -2691477.207164 + Penalty 4840.884659 = -2686636.322506
  nChanged 1482
		SP:Iteration 3F (39463.090000 sec): 3 clusters
  Score: Raw -2692938.775761 + Penalty 4840.884659 = -2688097.891102
  nChanged 1515
		SP:Iteration 4F (39463.380000 sec): 3 clusters
  Score: Raw -2694470.920082 + Penalty 4840.884659 = -2689630.035424
  nChanged 1259
		SP:Iteration 5F (39463.690000 sec): 3 clusters
  Score: Raw -2695612.989426 + Penalty 4840.884659 = -2690772.104767
  nChanged 918
		SP:Iteration 6F (39464.020000 sec): 3 clusters
  Score: Raw -2696481.324637 + Penalty 4840.884659 = -2691640.439979
  nChanged 651
		SP:Iteration 7Q (39464.310000 sec): 3 clusters
  Score: Raw -2697187.638351 + Penalty 4840.884659 = -2692346.753692
  nChanged 529
		SP:Iteration 8Q (39464.630000 sec): 3 clusters
  Score: Raw -2697814.415954 + Penalty 4840.884659 = -2692973.531295
  nChanged 388
		SP:Iteration 9Q (39464.930000 sec): 3 clusters
  Score: Raw -2698245.915338 + Penalty 4840.884659 = -2693405.030679
  nChanged 283
		SP:Iteration 10Q (39465.240000 sec): 3 clusters
  Score: Raw -2698521.331807 + Penalty 4840.884659 = -2693680.447148
  nChanged 221
		SP:Iteration 11Q (39465.600000 sec): 3 clusters
  Score: Raw -2698749.846753 + Penalty 4840.884659 = -2693908.962094
  nChanged 189
		SP:Iteration 12Q (39465.860000 sec): 3 clusters
  Score: Raw -2698961.213936 + Penalty 4840.884659 = -2694120.329277
  nChanged 152
		SP:Iteration 13Q (39466.140000 sec): 3 clusters
  Score: Raw -2699174.475946 + Penalty 4840.884659 = -2694333.591287
  nChanged 137
		SP:Iteration 14Q (39466.420000 sec): 3 clusters
  Score: Raw -2699397.041610 + Penalty 4840.884659 = -2694556.156951
  nChanged 106
		SP:Iteration 15Q (39466.720000 sec): 3 clusters
  Score: Raw -2699495.199163 + Penalty 4840.884659 = -2694654.314505
  nChanged 68
		SP:Iteration 16Q (39467.000000 sec): 3 clusters
  Score: Raw -2699526.840124 + Penalty 4840.884659 = -2694685.955465
  nChanged 33
		SP:Iteration 17Q (39467.350000 sec): 3 clusters
  Score: Raw -2699538.970149 + Penalty 4840.884659 = -2694698.085490
  nChanged 20
		SP:Iteration 18Q (39467.700000 sec): 3 clusters
  Score: Raw -2699545.192593 + Penalty 4840.884659 = -2694704.307935
  nChanged 12
		SP:Iteration 19Q (39467.990000 sec): 3 clusters
  Score: Raw -2699549.133657 + Penalty 4840.884659 = -2694708.248999
  nChanged 18
		SP:Iteration 20F (39468.330000 sec): 3 clusters
  Score: Raw -2699553.972198 + Penalty 4840.884659 = -2694713.087539
  nChanged 16
		SP:Iteration 21Q (39468.650000 sec): 3 clusters
  Score: Raw -2699557.725202 + Penalty 4840.884659 = -2694716.840543
  nChanged 13
		SP:Iteration 22Q (39468.900000 sec): 3 clusters
  Score: Raw -2699560.686697 + Penalty 4840.884659 = -2694719.802038
  nChanged 11
		SP:Iteration 23Q (39469.190000 sec): 3 clusters
  Score: Raw -2699563.533594 + Penalty 4840.884659 = -2694722.648935
  nChanged 7
		SP:Iteration 24Q (39469.500000 sec): 3 clusters
  Score: Raw -2699565.149181 + Penalty 4840.884659 = -2694724.264522
  nChanged 6
		SP:Iteration 25Q (39469.860000 sec): 3 clusters
  Score: Raw -2699566.880273 + Penalty 4840.884659 = -2694725.995614
  nChanged 6
		SP:Iteration 26Q (39470.170000 sec): 3 clusters
  Score: Raw -2699568.645508 + Penalty 4840.884659 = -2694727.760849
  nChanged 7
		SP:Iteration 27Q (39470.490000 sec): 3 clusters
  Score: Raw -2699570.192081 + Penalty 4840.884659 = -2694729.307422
  nChanged 7
		SP:Iteration 28Q (39470.790000 sec): 3 clusters
  Score: Raw -2699571.712367 + Penalty 4840.884659 = -2694730.827708
  nChanged 7
		SP:Iteration 29Q (39471.050000 sec): 3 clusters
  Score: Raw -2699573.386134 + Penalty 4840.884659 = -2694732.501476
  nChanged 5
		SP:Iteration 30Q (39471.320000 sec): 3 clusters
  Score: Raw -2699575.032549 + Penalty 4840.884659 = -2694734.147890
  nChanged 8
		SP:Iteration 31Q (39471.610000 sec): 3 clusters
  Score: Raw -2699577.372727 + Penalty 4840.884659 = -2694736.488068
  nChanged 9
		SP:Iteration 32Q (39471.910000 sec): 3 clusters
  Score: Raw -2699579.221712 + Penalty 4840.884659 = -2694738.337053
  nChanged 9
		SP:Iteration 33Q (39472.170000 sec): 3 clusters
  Score: Raw -2699581.599840 + Penalty 4840.884659 = -2694740.715181
  nChanged 8
		SP:Iteration 34Q (39472.490000 sec): 3 clusters
  Score: Raw -2699583.095301 + Penalty 4840.884659 = -2694742.210643
  nChanged 9
		SP:Iteration 35Q (39472.780000 sec): 3 clusters
  Score: Raw -2699585.220380 + Penalty 4840.884659 = -2694744.335721
  nChanged 7
		SP:Iteration 36Q (39473.070000 sec): 3 clusters
  Score: Raw -2699586.807616 + Penalty 4840.884659 = -2694745.922958
  nChanged 4
		SP:Iteration 37Q (39473.440000 sec): 3 clusters
  Score: Raw -2699587.888481 + Penalty 4840.884659 = -2694747.003822
  nChanged 1
		SP:Iteration 38Q (39473.760000 sec): 3 clusters
  Score: Raw -2699588.015663 + Penalty 4840.884659 = -2694747.131004
  nChanged 0
		SP:Iteration 39F (39474.140000 sec): 3 clusters
  Score: Raw -2699588.015663 + Penalty 4840.884659 = -2694747.131004
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (37383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39474.500000 sec): 2 clusters
  Score: Raw -5934943.240314 + Penalty 2611.184891 = -5932332.055423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39474.920000 sec): 3 clusters
  Score: Raw -5912233.492117 + Penalty 5222.369782 = -5907011.122335
  nChanged 17026
		SP:Iteration 1F (39475.360000 sec): 3 clusters
  Score: Raw -5921635.113359 + Penalty 5222.369782 = -5916412.743577
  nChanged 1865
		SP:Iteration 2Q (39475.770000 sec): 3 clusters
  Score: Raw -5922313.222735 + Penalty 5222.369782 = -5917090.852953
  nChanged 1787
		SP:Iteration 3Q (39476.240000 sec): 3 clusters
  Score: Raw -5923047.796787 + Penalty 5222.369782 = -5917825.427005
  nChanged 1882
		SP:Iteration 4F (39476.660000 sec): 3 clusters
  Score: Raw -5923971.214749 + Penalty 5222.369782 = -5918748.844967
  nChanged 2052
		SP:Iteration 5F (39477.110000 sec): 3 clusters
  Score: Raw -5925101.085575 + Penalty 5222.369782 = -5919878.715793
  nChanged 2234
		SP:Iteration 6F (39477.460000 sec): 3 clusters
  Score: Raw -5926570.031925 + Penalty 5222.369782 = -5921347.662143
  nChanged 2331
		SP:Iteration 7F (39477.900000 sec): 3 clusters
  Score: Raw -5928279.170289 + Penalty 5222.369782 = -5923056.800507
  nChanged 2293
		SP:Iteration 8F (39478.350000 sec): 3 clusters
  Score: Raw -5930038.329943 + Penalty 5222.369782 = -5924815.960161
  nChanged 2000
		SP:Iteration 9F (39478.810000 sec): 3 clusters
  Score: Raw -5931395.090808 + Penalty 5222.369782 = -5926172.721026
  nChanged 1529
		SP:Iteration 10Q (39479.280000 sec): 3 clusters
  Score: Raw -5932226.198069 + Penalty 5222.369782 = -5927003.828287
  nChanged 1094
		SP:Iteration 11Q (39479.690000 sec): 3 clusters
  Score: Raw -5932725.991412 + Penalty 5222.369782 = -5927503.621630
  nChanged 796
		SP:Iteration 12Q (39480.190000 sec): 3 clusters
  Score: Raw -5933069.820916 + Penalty 5222.369782 = -5927847.451134
  nChanged 661
		SP:Iteration 13Q (39480.640000 sec): 3 clusters
  Score: Raw -5933348.428458 + Penalty 5222.369782 = -5928126.058676
  nChanged 630
		SP:Iteration 14Q (39481.100000 sec): 3 clusters
  Score: Raw -5933631.813250 + Penalty 5222.369782 = -5928409.443468
  nChanged 591
		SP:Iteration 15Q (39481.590000 sec): 3 clusters
  Score: Raw -5933881.939715 + Penalty 5222.369782 = -5928659.569933
  nChanged 532
		SP:Iteration 16Q (39481.980000 sec): 3 clusters
  Score: Raw -5934082.346960 + Penalty 5222.369782 = -5928859.977178
  nChanged 440
		SP:Iteration 17Q (39482.490000 sec): 3 clusters
  Score: Raw -5934240.736653 + Penalty 5222.369782 = -5929018.366871
  nChanged 433
		SP:Iteration 18Q (39482.890000 sec): 3 clusters
  Score: Raw -5934371.415443 + Penalty 5222.369782 = -5929149.045661
  nChanged 357
		SP:Iteration 19Q (39483.340000 sec): 3 clusters
  Score: Raw -5934465.682291 + Penalty 5222.369782 = -5929243.312509
  nChanged 289
		SP:Iteration 20F (39483.760000 sec): 3 clusters
  Score: Raw -5934531.802828 + Penalty 5222.369782 = -5929309.433046
  nChanged 249
		SP:Iteration 21Q (39484.200000 sec): 3 clusters
  Score: Raw -5934585.531981 + Penalty 5222.369782 = -5929363.162199
  nChanged 211
		SP:Iteration 22Q (39484.630000 sec): 3 clusters
  Score: Raw -5934624.024504 + Penalty 5222.369782 = -5929401.654722
  nChanged 192
		SP:Iteration 23Q (39485.120000 sec): 3 clusters
  Score: Raw -5934651.598485 + Penalty 5222.369782 = -5929429.228703
  nChanged 138
		SP:Iteration 24Q (39485.520000 sec): 3 clusters
  Score: Raw -5934670.692502 + Penalty 5222.369782 = -5929448.322720
  nChanged 132
		SP:Iteration 25Q (39486.000000 sec): 3 clusters
  Score: Raw -5934691.870020 + Penalty 5222.369782 = -5929469.500238
  nChanged 137
		SP:Iteration 26Q (39486.480000 sec): 3 clusters
  Score: Raw -5934714.049402 + Penalty 5222.369782 = -5929491.679620
  nChanged 134
		SP:Iteration 27Q (39486.900000 sec): 3 clusters
  Score: Raw -5934733.442559 + Penalty 5222.369782 = -5929511.072777
  nChanged 110
		SP:Iteration 28Q (39487.300000 sec): 3 clusters
  Score: Raw -5934748.052119 + Penalty 5222.369782 = -5929525.682337
  nChanged 93
		SP:Iteration 29Q (39487.760000 sec): 3 clusters
  Score: Raw -5934758.430737 + Penalty 5222.369782 = -5929536.060955
  nChanged 72
		SP:Iteration 30Q (39488.240000 sec): 3 clusters
  Score: Raw -5934765.814502 + Penalty 5222.369782 = -5929543.444720
  nChanged 75
		SP:Iteration 31Q (39488.710000 sec): 3 clusters
  Score: Raw -5934773.699802 + Penalty 5222.369782 = -5929551.330020
  nChanged 78
		SP:Iteration 32Q (39489.120000 sec): 3 clusters
  Score: Raw -5934783.347765 + Penalty 5222.369782 = -5929560.977983
  nChanged 76
		SP:Iteration 33Q (39489.540000 sec): 3 clusters
  Score: Raw -5934791.354374 + Penalty 5222.369782 = -5929568.984592
  nChanged 64
		SP:Iteration 34Q (39490.010000 sec): 3 clusters
  Score: Raw -5934796.477199 + Penalty 5222.369782 = -5929574.107417
  nChanged 48
		SP:Iteration 35Q (39490.440000 sec): 3 clusters
  Score: Raw -5934800.823539 + Penalty 5222.369782 = -5929578.453757
  nChanged 52
		SP:Iteration 36Q (39490.880000 sec): 3 clusters
  Score: Raw -5934805.002480 + Penalty 5222.369782 = -5929582.632698
  nChanged 40
		SP:Iteration 37Q (39491.340000 sec): 3 clusters
  Score: Raw -5934808.190692 + Penalty 5222.369782 = -5929585.820910
  nChanged 42
		SP:Iteration 38Q (39491.750000 sec): 3 clusters
  Score: Raw -5934811.140463 + Penalty 5222.369782 = -5929588.770681
  nChanged 38
		SP:Iteration 39Q (39492.160000 sec): 3 clusters
  Score: Raw -5934813.962100 + Penalty 5222.369782 = -5929591.592318
  nChanged 30
		SP:Iteration 40F (39492.650000 sec): 3 clusters
  Score: Raw -5934815.575862 + Penalty 5222.369782 = -5929593.206080
  nChanged 17
		SP:Iteration 41Q (39493.070000 sec): 3 clusters
  Score: Raw -5934816.391345 + Penalty 5222.369782 = -5929594.021563
  nChanged 13
		SP:Iteration 42Q (39493.530000 sec): 3 clusters
  Score: Raw -5934816.940343 + Penalty 5222.369782 = -5929594.570561
  nChanged 11
		SP:Iteration 43Q (39493.950000 sec): 3 clusters
  Score: Raw -5934817.376355 + Penalty 5222.369782 = -5929595.006573
  nChanged 12
		SP:Iteration 44Q (39494.380000 sec): 3 clusters
  Score: Raw -5934818.002863 + Penalty 5222.369782 = -5929595.633081
  nChanged 7
		SP:Iteration 45Q (39494.810000 sec): 3 clusters
  Score: Raw -5934818.295935 + Penalty 5222.369782 = -5929595.926153
  nChanged 13
		SP:Iteration 46Q (39495.270000 sec): 3 clusters
  Score: Raw -5934818.972291 + Penalty 5222.369782 = -5929596.602509
  nChanged 10
		SP:Iteration 47Q (39495.690000 sec): 3 clusters
  Score: Raw -5934819.364131 + Penalty 5222.369782 = -5929596.994349
  nChanged 6
		SP:Iteration 48Q (39496.070000 sec): 3 clusters
  Score: Raw -5934819.584779 + Penalty 5222.369782 = -5929597.214997
  nChanged 0
		SP:Iteration 49F (39496.490000 sec): 3 clusters
  Score: Raw -5934819.584779 + Penalty 5222.369782 = -5929597.214997
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (18267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39496.690000 sec): 2 clusters
  Score: Raw -2871396.403963 + Penalty 2433.587155 = -2868962.816807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39496.990000 sec): 3 clusters
  Score: Raw -2860865.565061 + Penalty 4867.174310 = -2855998.390750
  nChanged 7980
		SP:Iteration 1F (39497.350000 sec): 3 clusters
  Score: Raw -2865206.185069 + Penalty 4867.174310 = -2860339.010759
  nChanged 1027
		SP:Iteration 2F (39497.680000 sec): 3 clusters
  Score: Raw -2865637.357842 + Penalty 4867.174310 = -2860770.183531
  nChanged 894
		SP:Iteration 3Q (39497.970000 sec): 3 clusters
  Score: Raw -2866064.358910 + Penalty 4867.174310 = -2861197.184599
  nChanged 884
		SP:Iteration 4Q (39498.290000 sec): 3 clusters
  Score: Raw -2866523.804128 + Penalty 4867.174310 = -2861656.629817
  nChanged 859
		SP:Iteration 5Q (39498.590000 sec): 3 clusters
  Score: Raw -2866962.370015 + Penalty 4867.174310 = -2862095.195704
  nChanged 805
		SP:Iteration 6Q (39498.880000 sec): 3 clusters
  Score: Raw -2867409.169616 + Penalty 4867.174310 = -2862541.995305
  nChanged 778
		SP:Iteration 7Q (39499.230000 sec): 3 clusters
  Score: Raw -2867883.756714 + Penalty 4867.174310 = -2863016.582403
  nChanged 797
		SP:Iteration 8Q (39499.510000 sec): 3 clusters
  Score: Raw -2868458.266688 + Penalty 4867.174310 = -2863591.092377
  nChanged 825
		SP:Iteration 9Q (39499.890000 sec): 3 clusters
  Score: Raw -2869140.854698 + Penalty 4867.174310 = -2864273.680388
  nChanged 756
		SP:Iteration 10Q (39500.210000 sec): 3 clusters
  Score: Raw -2869791.436240 + Penalty 4867.174310 = -2864924.261929
  nChanged 670
		SP:Iteration 11Q (39500.530000 sec): 3 clusters
  Score: Raw -2870331.613282 + Penalty 4867.174310 = -2865464.438972
  nChanged 480
		SP:Iteration 12Q (39500.880000 sec): 3 clusters
  Score: Raw -2870648.213347 + Penalty 4867.174310 = -2865781.039036
  nChanged 380
		SP:Iteration 13Q (39501.180000 sec): 3 clusters
  Score: Raw -2870881.737349 + Penalty 4867.174310 = -2866014.563038
  nChanged 319
		SP:Iteration 14Q (39501.560000 sec): 3 clusters
  Score: Raw -2871066.453053 + Penalty 4867.174310 = -2866199.278742
  nChanged 259
		SP:Iteration 15Q (39501.890000 sec): 3 clusters
  Score: Raw -2871216.899090 + Penalty 4867.174310 = -2866349.724780
  nChanged 240
		SP:Iteration 16Q (39502.220000 sec): 3 clusters
  Score: Raw -2871353.333643 + Penalty 4867.174310 = -2866486.159332
  nChanged 193
		SP:Iteration 17Q (39502.530000 sec): 3 clusters
  Score: Raw -2871459.607021 + Penalty 4867.174310 = -2866592.432710
  nChanged 149
		SP:Iteration 18Q (39502.880000 sec): 3 clusters
  Score: Raw -2871545.572370 + Penalty 4867.174310 = -2866678.398060
  nChanged 125
		SP:Iteration 19Q (39503.200000 sec): 3 clusters
  Score: Raw -2871616.207906 + Penalty 4867.174310 = -2866749.033595
  nChanged 97
		SP:Iteration 20F (39503.470000 sec): 3 clusters
  Score: Raw -2871663.818845 + Penalty 4867.174310 = -2866796.644535
  nChanged 80
		SP:Iteration 21Q (39503.800000 sec): 3 clusters
  Score: Raw -2871706.054085 + Penalty 4867.174310 = -2866838.879774
  nChanged 53
		SP:Iteration 22Q (39504.110000 sec): 3 clusters
  Score: Raw -2871731.368077 + Penalty 4867.174310 = -2866864.193767
  nChanged 48
		SP:Iteration 23Q (39504.410000 sec): 3 clusters
  Score: Raw -2871754.116514 + Penalty 4867.174310 = -2866886.942204
  nChanged 31
		SP:Iteration 24Q (39504.760000 sec): 3 clusters
  Score: Raw -2871767.244388 + Penalty 4867.174310 = -2866900.070077
  nChanged 24
		SP:Iteration 25Q (39505.070000 sec): 3 clusters
  Score: Raw -2871776.884246 + Penalty 4867.174310 = -2866909.709936
  nChanged 17
		SP:Iteration 26Q (39505.300000 sec): 3 clusters
  Score: Raw -2871783.863141 + Penalty 4867.174310 = -2866916.688831
  nChanged 15
		SP:Iteration 27Q (39505.600000 sec): 3 clusters
  Score: Raw -2871790.439837 + Penalty 4867.174310 = -2866923.265527
  nChanged 20
		SP:Iteration 28Q (39505.910000 sec): 3 clusters
  Score: Raw -2871799.569945 + Penalty 4867.174310 = -2866932.395635
  nChanged 25
		SP:Iteration 29Q (39506.230000 sec): 3 clusters
  Score: Raw -2871813.239622 + Penalty 4867.174310 = -2866946.065312
  nChanged 20
		SP:Iteration 30Q (39506.550000 sec): 3 clusters
  Score: Raw -2871822.089964 + Penalty 4867.174310 = -2866954.915653
  nChanged 18
		SP:Iteration 31Q (39506.870000 sec): 3 clusters
  Score: Raw -2871832.095010 + Penalty 4867.174310 = -2866964.920700
  nChanged 20
		SP:Iteration 32Q (39507.190000 sec): 3 clusters
  Score: Raw -2871843.456703 + Penalty 4867.174310 = -2866976.282393
  nChanged 17
		SP:Iteration 33Q (39507.480000 sec): 3 clusters
  Score: Raw -2871851.981240 + Penalty 4867.174310 = -2866984.806930
  nChanged 14
		SP:Iteration 34Q (39507.730000 sec): 3 clusters
  Score: Raw -2871857.830991 + Penalty 4867.174310 = -2866990.656680
  nChanged 8
		SP:Iteration 35Q (39508.050000 sec): 3 clusters
  Score: Raw -2871860.972171 + Penalty 4867.174310 = -2866993.797861
  nChanged 10
		SP:Iteration 36Q (39508.340000 sec): 3 clusters
  Score: Raw -2871866.059811 + Penalty 4867.174310 = -2866998.885501
  nChanged 10
		SP:Iteration 37Q (39508.660000 sec): 3 clusters
  Score: Raw -2871869.645334 + Penalty 4867.174310 = -2867002.471023
  nChanged 9
		SP:Iteration 38Q (39508.950000 sec): 3 clusters
  Score: Raw -2871873.107012 + Penalty 4867.174310 = -2867005.932701
  nChanged 8
		SP:Iteration 39Q (39509.270000 sec): 3 clusters
  Score: Raw -2871876.317258 + Penalty 4867.174310 = -2867009.142948
  nChanged 8
		SP:Iteration 40F (39509.600000 sec): 3 clusters
  Score: Raw -2871879.777707 + Penalty 4867.174310 = -2867012.603396
  nChanged 10
		SP:Iteration 41Q (39509.880000 sec): 3 clusters
  Score: Raw -2871884.601212 + Penalty 4867.174310 = -2867017.426902
  nChanged 11
		SP:Iteration 42Q (39510.160000 sec): 3 clusters
  Score: Raw -2871889.734423 + Penalty 4867.174310 = -2867022.560112
  nChanged 14
		SP:Iteration 43Q (39510.490000 sec): 3 clusters
  Score: Raw -2871895.930861 + Penalty 4867.174310 = -2867028.756551
  nChanged 6
		SP:Iteration 44Q (39510.770000 sec): 3 clusters
  Score: Raw -2871898.044533 + Penalty 4867.174310 = -2867030.870223
  nChanged 7
		SP:Iteration 45Q (39511.100000 sec): 3 clusters
  Score: Raw -2871901.697535 + Penalty 4867.174310 = -2867034.523224
  nChanged 9
		SP:Iteration 46Q (39511.380000 sec): 3 clusters
  Score: Raw -2871906.771372 + Penalty 4867.174310 = -2867039.597062
  nChanged 13
		SP:Iteration 47Q (39511.710000 sec): 3 clusters
  Score: Raw -2871912.249080 + Penalty 4867.174310 = -2867045.074770
  nChanged 6
		SP:Iteration 48Q (39511.990000 sec): 3 clusters
  Score: Raw -2871915.038549 + Penalty 4867.174310 = -2867047.864239
  nChanged 6
		SP:Iteration 49Q (39512.320000 sec): 3 clusters
  Score: Raw -2871918.020574 + Penalty 4867.174310 = -2867050.846264
  nChanged 4
		SP:Iteration 50Q (39512.600000 sec): 3 clusters
  Score: Raw -2871920.633804 + Penalty 4867.174310 = -2867053.459494
  nChanged 5
		SP:Iteration 51Q (39512.880000 sec): 3 clusters
  Score: Raw -2871922.118154 + Penalty 4867.174310 = -2867054.943843
  nChanged 6
		SP:Iteration 52Q (39513.160000 sec): 3 clusters
  Score: Raw -2871924.587523 + Penalty 4867.174310 = -2867057.413213
  nChanged 8
		SP:Iteration 53Q (39513.450000 sec): 3 clusters
  Score: Raw -2871927.815689 + Penalty 4867.174310 = -2867060.641379
  nChanged 4
		SP:Iteration 54Q (39513.770000 sec): 3 clusters
  Score: Raw -2871929.762364 + Penalty 4867.174310 = -2867062.588054
  nChanged 2
		SP:Iteration 55Q (39514.060000 sec): 3 clusters
  Score: Raw -2871930.371508 + Penalty 4867.174310 = -2867063.197198
  nChanged 1
		SP:Iteration 56Q (39514.380000 sec): 3 clusters
  Score: Raw -2871931.095347 + Penalty 4867.174310 = -2867063.921036
  nChanged 1
		SP:Iteration 57Q (39514.660000 sec): 3 clusters
  Score: Raw -2871931.320499 + Penalty 4867.174310 = -2867064.146189
  nChanged 0
		SP:Iteration 58F (39514.950000 sec): 3 clusters
  Score: Raw -2871931.320499 + Penalty 4867.174310 = -2867064.146189
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (14724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39515.100000 sec): 2 clusters
  Score: Raw -2202209.518940 + Penalty 2380.114055 = -2199829.404885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39515.430000 sec): 3 clusters
  Score: Raw -2193808.441824 + Penalty 4760.228111 = -2189048.213713
  nChanged 6384
		SP:Iteration 1F (39515.700000 sec): 3 clusters
  Score: Raw -2197419.865761 + Penalty 4760.228111 = -2192659.637651
  nChanged 1164
		SP:Iteration 2F (39515.980000 sec): 3 clusters
  Score: Raw -2198215.138808 + Penalty 4760.228111 = -2193454.910697
  nChanged 1094
		SP:Iteration 3F (39516.250000 sec): 3 clusters
  Score: Raw -2199023.962317 + Penalty 4760.228111 = -2194263.734207
  nChanged 1039
		SP:Iteration 4F (39516.520000 sec): 3 clusters
  Score: Raw -2199773.785833 + Penalty 4760.228111 = -2195013.557722
  nChanged 927
		SP:Iteration 5F (39516.800000 sec): 3 clusters
  Score: Raw -2200345.373236 + Penalty 4760.228111 = -2195585.145126
  nChanged 792
		SP:Iteration 6F (39517.070000 sec): 3 clusters
  Score: Raw -2200744.845877 + Penalty 4760.228111 = -2195984.617766
  nChanged 584
		SP:Iteration 7Q (39517.340000 sec): 3 clusters
  Score: Raw -2200974.973658 + Penalty 4760.228111 = -2196214.745547
  nChanged 432
		SP:Iteration 8Q (39517.620000 sec): 3 clusters
  Score: Raw -2201116.089880 + Penalty 4760.228111 = -2196355.861769
  nChanged 307
		SP:Iteration 9Q (39517.890000 sec): 3 clusters
  Score: Raw -2201203.961079 + Penalty 4760.228111 = -2196443.732968
  nChanged 233
		SP:Iteration 10Q (39518.160000 sec): 3 clusters
  Score: Raw -2201256.100498 + Penalty 4760.228111 = -2196495.872388
  nChanged 154
		SP:Iteration 11Q (39518.450000 sec): 3 clusters
  Score: Raw -2201289.280700 + Penalty 4760.228111 = -2196529.052589
  nChanged 163
		SP:Iteration 12Q (39518.760000 sec): 3 clusters
  Score: Raw -2201325.789505 + Penalty 4760.228111 = -2196565.561394
  nChanged 132
		SP:Iteration 13Q (39519.030000 sec): 3 clusters
  Score: Raw -2201350.472095 + Penalty 4760.228111 = -2196590.243984
  nChanged 105
		SP:Iteration 14Q (39519.300000 sec): 3 clusters
  Score: Raw -2201368.705458 + Penalty 4760.228111 = -2196608.477347
  nChanged 96
		SP:Iteration 15Q (39519.580000 sec): 3 clusters
  Score: Raw -2201383.103483 + Penalty 4760.228111 = -2196622.875372
  nChanged 82
		SP:Iteration 16Q (39519.850000 sec): 3 clusters
  Score: Raw -2201397.082241 + Penalty 4760.228111 = -2196636.854131
  nChanged 71
		SP:Iteration 17Q (39520.120000 sec): 3 clusters
  Score: Raw -2201409.110077 + Penalty 4760.228111 = -2196648.881966
  nChanged 76
		SP:Iteration 18Q (39520.390000 sec): 3 clusters
  Score: Raw -2201421.632494 + Penalty 4760.228111 = -2196661.404383
  nChanged 81
		SP:Iteration 19Q (39520.660000 sec): 3 clusters
  Score: Raw -2201436.374713 + Penalty 4760.228111 = -2196676.146602
  nChanged 95
		SP:Iteration 20F (39520.940000 sec): 3 clusters
  Score: Raw -2201455.735504 + Penalty 4760.228111 = -2196695.507393
  nChanged 100
		SP:Iteration 21Q (39521.210000 sec): 3 clusters
  Score: Raw -2201476.861119 + Penalty 4760.228111 = -2196716.633008
  nChanged 109
		SP:Iteration 22Q (39521.480000 sec): 3 clusters
  Score: Raw -2201502.997182 + Penalty 4760.228111 = -2196742.769071
  nChanged 124
		SP:Iteration 23Q (39521.760000 sec): 3 clusters
  Score: Raw -2201529.348646 + Penalty 4760.228111 = -2196769.120535
  nChanged 129
		SP:Iteration 24Q (39522.030000 sec): 3 clusters
  Score: Raw -2201557.938880 + Penalty 4760.228111 = -2196797.710769
  nChanged 135
		SP:Iteration 25Q (39522.300000 sec): 3 clusters
  Score: Raw -2201591.494339 + Penalty 4760.228111 = -2196831.266228
  nChanged 129
		SP:Iteration 26Q (39522.580000 sec): 3 clusters
  Score: Raw -2201623.428432 + Penalty 4760.228111 = -2196863.200321
  nChanged 135
		SP:Iteration 27Q (39522.850000 sec): 3 clusters
  Score: Raw -2201655.577268 + Penalty 4760.228111 = -2196895.349157
  nChanged 120
		SP:Iteration 28Q (39523.120000 sec): 3 clusters
  Score: Raw -2201686.844507 + Penalty 4760.228111 = -2196926.616396
  nChanged 138
		SP:Iteration 29Q (39523.400000 sec): 3 clusters
  Score: Raw -2201721.530721 + Penalty 4760.228111 = -2196961.302610
  nChanged 153
		SP:Iteration 30Q (39523.670000 sec): 3 clusters
  Score: Raw -2201761.367844 + Penalty 4760.228111 = -2197001.139733
  nChanged 155
		SP:Iteration 31Q (39523.940000 sec): 3 clusters
  Score: Raw -2201802.826984 + Penalty 4760.228111 = -2197042.598873
  nChanged 169
		SP:Iteration 32Q (39524.220000 sec): 3 clusters
  Score: Raw -2201848.344429 + Penalty 4760.228111 = -2197088.116318
  nChanged 167
		SP:Iteration 33Q (39524.550000 sec): 3 clusters
  Score: Raw -2201892.081064 + Penalty 4760.228111 = -2197131.852953
  nChanged 164
		SP:Iteration 34Q (39524.840000 sec): 3 clusters
  Score: Raw -2201940.258856 + Penalty 4760.228111 = -2197180.030745
  nChanged 154
		SP:Iteration 35Q (39525.090000 sec): 3 clusters
  Score: Raw -2201988.379650 + Penalty 4760.228111 = -2197228.151539
  nChanged 168
		SP:Iteration 36Q (39525.400000 sec): 3 clusters
  Score: Raw -2202045.152130 + Penalty 4760.228111 = -2197284.924019
  nChanged 178
		SP:Iteration 37Q (39525.700000 sec): 3 clusters
  Score: Raw -2202110.316900 + Penalty 4760.228111 = -2197350.088789
  nChanged 178
		SP:Iteration 38Q (39526.030000 sec): 3 clusters
  Score: Raw -2202174.899258 + Penalty 4760.228111 = -2197414.671147
  nChanged 193
		SP:Iteration 39Q (39526.330000 sec): 3 clusters
  Score: Raw -2202240.487582 + Penalty 4760.228111 = -2197480.259471
  nChanged 179
		SP:Iteration 40F (39526.570000 sec): 3 clusters
  Score: Raw -2202305.036859 + Penalty 4760.228111 = -2197544.808749
  nChanged 176
		SP:Iteration 41Q (39526.850000 sec): 3 clusters
  Score: Raw -2202371.411787 + Penalty 4760.228111 = -2197611.183677
  nChanged 166
		SP:Iteration 42Q (39527.160000 sec): 3 clusters
  Score: Raw -2202435.143421 + Penalty 4760.228111 = -2197674.915310
  nChanged 179
		SP:Iteration 43Q (39527.430000 sec): 3 clusters
  Score: Raw -2202509.758723 + Penalty 4760.228111 = -2197749.530612
  nChanged 167
		SP:Iteration 44Q (39527.700000 sec): 3 clusters
  Score: Raw -2202579.738949 + Penalty 4760.228111 = -2197819.510839
  nChanged 161
		SP:Iteration 45Q (39528.040000 sec): 3 clusters
  Score: Raw -2202640.298800 + Penalty 4760.228111 = -2197880.070689
  nChanged 145
		SP:Iteration 46Q (39528.300000 sec): 3 clusters
  Score: Raw -2202691.888486 + Penalty 4760.228111 = -2197931.660375
  nChanged 124
		SP:Iteration 47Q (39528.620000 sec): 3 clusters
  Score: Raw -2202739.189665 + Penalty 4760.228111 = -2197978.961554
  nChanged 116
		SP:Iteration 48Q (39528.930000 sec): 3 clusters
  Score: Raw -2202788.256713 + Penalty 4760.228111 = -2198028.028603
  nChanged 94
		SP:Iteration 49Q (39529.220000 sec): 3 clusters
  Score: Raw -2202830.108473 + Penalty 4760.228111 = -2198069.880362
  nChanged 96
		SP:Iteration 50Q (39529.450000 sec): 3 clusters
  Score: Raw -2202870.438171 + Penalty 4760.228111 = -2198110.210060
  nChanged 96
		SP:Iteration 51Q (39529.660000 sec): 3 clusters
  Score: Raw -2202909.816048 + Penalty 4760.228111 = -2198149.587937
  nChanged 75
		SP:Iteration 52Q (39529.940000 sec): 3 clusters
  Score: Raw -2202937.682912 + Penalty 4760.228111 = -2198177.454801
  nChanged 75
		SP:Iteration 53Q (39530.170000 sec): 3 clusters
  Score: Raw -2202967.888445 + Penalty 4760.228111 = -2198207.660334
  nChanged 70
		SP:Iteration 54Q (39530.400000 sec): 3 clusters
  Score: Raw -2202996.769425 + Penalty 4760.228111 = -2198236.541314
  nChanged 68
		SP:Iteration 55Q (39530.670000 sec): 3 clusters
  Score: Raw -2203021.675700 + Penalty 4760.228111 = -2198261.447590
  nChanged 54
		SP:Iteration 56Q (39530.910000 sec): 3 clusters
  Score: Raw -2203038.426561 + Penalty 4760.228111 = -2198278.198450
  nChanged 31
		SP:Iteration 57Q (39531.160000 sec): 3 clusters
  Score: Raw -2203046.506164 + Penalty 4760.228111 = -2198286.278054
  nChanged 26
		SP:Iteration 58Q (39531.440000 sec): 3 clusters
  Score: Raw -2203055.110544 + Penalty 4760.228111 = -2198294.882433
  nChanged 28
		SP:Iteration 59Q (39531.720000 sec): 3 clusters
  Score: Raw -2203063.988843 + Penalty 4760.228111 = -2198303.760732
  nChanged 17
		SP:Iteration 60F (39531.960000 sec): 3 clusters
  Score: Raw -2203069.565100 + Penalty 4760.228111 = -2198309.336989
  nChanged 15
		SP:Iteration 61Q (39532.210000 sec): 3 clusters
  Score: Raw -2203075.260267 + Penalty 4760.228111 = -2198315.032156
  nChanged 14
		SP:Iteration 62Q (39532.480000 sec): 3 clusters
  Score: Raw -2203081.179357 + Penalty 4760.228111 = -2198320.951246
  nChanged 16
		SP:Iteration 63Q (39532.700000 sec): 3 clusters
  Score: Raw -2203087.798462 + Penalty 4760.228111 = -2198327.570351
  nChanged 18
		SP:Iteration 64Q (39532.970000 sec): 3 clusters
  Score: Raw -2203094.827536 + Penalty 4760.228111 = -2198334.599425
  nChanged 10
		SP:Iteration 65Q (39533.250000 sec): 3 clusters
  Score: Raw -2203100.031518 + Penalty 4760.228111 = -2198339.803407
  nChanged 22
		SP:Iteration 66Q (39533.530000 sec): 3 clusters
  Score: Raw -2203107.511277 + Penalty 4760.228111 = -2198347.283166
  nChanged 17
		SP:Iteration 67Q (39533.760000 sec): 3 clusters
  Score: Raw -2203114.042014 + Penalty 4760.228111 = -2198353.813903
  nChanged 16
		SP:Iteration 68Q (39534.040000 sec): 3 clusters
  Score: Raw -2203119.942424 + Penalty 4760.228111 = -2198359.714314
  nChanged 12
		SP:Iteration 69Q (39534.340000 sec): 3 clusters
  Score: Raw -2203123.084212 + Penalty 4760.228111 = -2198362.856101
  nChanged 9
		SP:Iteration 70Q (39534.620000 sec): 3 clusters
  Score: Raw -2203124.423020 + Penalty 4760.228111 = -2198364.194909
  nChanged 5
		SP:Iteration 71Q (39534.940000 sec): 3 clusters
  Score: Raw -2203125.766022 + Penalty 4760.228111 = -2198365.537911
  nChanged 7
		SP:Iteration 72Q (39535.190000 sec): 3 clusters
  Score: Raw -2203128.074849 + Penalty 4760.228111 = -2198367.846738
  nChanged 7
		SP:Iteration 73Q (39535.470000 sec): 3 clusters
  Score: Raw -2203130.515801 + Penalty 4760.228111 = -2198370.287690
  nChanged 4
		SP:Iteration 74Q (39535.790000 sec): 3 clusters
  Score: Raw -2203131.960110 + Penalty 4760.228111 = -2198371.732000
  nChanged 2
		SP:Iteration 75Q (39536.040000 sec): 3 clusters
  Score: Raw -2203132.452144 + Penalty 4760.228111 = -2198372.224033
  nChanged 3
		SP:Iteration 76Q (39536.290000 sec): 3 clusters
  Score: Raw -2203133.043857 + Penalty 4760.228111 = -2198372.815746
  nChanged 4
		SP:Iteration 77Q (39536.530000 sec): 3 clusters
  Score: Raw -2203133.676980 + Penalty 4760.228111 = -2198373.448869
  nChanged 6
		SP:Iteration 78Q (39536.760000 sec): 3 clusters
  Score: Raw -2203136.255034 + Penalty 4760.228111 = -2198376.026923
  nChanged 6
		SP:Iteration 79Q (39537.000000 sec): 3 clusters
  Score: Raw -2203137.866455 + Penalty 4760.228111 = -2198377.638344
  nChanged 9
		SP:Iteration 80F (39537.230000 sec): 3 clusters
  Score: Raw -2203140.552587 + Penalty 4760.228111 = -2198380.324476
  nChanged 6
		SP:Iteration 81Q (39537.460000 sec): 3 clusters
  Score: Raw -2203142.471747 + Penalty 4760.228111 = -2198382.243636
  nChanged 7
		SP:Iteration 82Q (39537.680000 sec): 3 clusters
  Score: Raw -2203144.494464 + Penalty 4760.228111 = -2198384.266353
  nChanged 7
		SP:Iteration 83Q (39537.970000 sec): 3 clusters
  Score: Raw -2203147.028688 + Penalty 4760.228111 = -2198386.800577
  nChanged 7
		SP:Iteration 84Q (39538.200000 sec): 3 clusters
  Score: Raw -2203148.909435 + Penalty 4760.228111 = -2198388.681324
  nChanged 8
		SP:Iteration 85Q (39538.440000 sec): 3 clusters
  Score: Raw -2203151.361091 + Penalty 4760.228111 = -2198391.132981
  nChanged 5
		SP:Iteration 86Q (39538.760000 sec): 3 clusters
  Score: Raw -2203152.530592 + Penalty 4760.228111 = -2198392.302481
  nChanged 3
		SP:Iteration 87Q (39539.060000 sec): 3 clusters
  Score: Raw -2203153.361642 + Penalty 4760.228111 = -2198393.133531
  nChanged 2
		SP:Iteration 88Q (39539.380000 sec): 3 clusters
  Score: Raw -2203153.932511 + Penalty 4760.228111 = -2198393.704400
  nChanged 3
		SP:Iteration 89Q (39539.700000 sec): 3 clusters
  Score: Raw -2203155.258549 + Penalty 4760.228111 = -2198395.030438
  nChanged 4
		SP:Iteration 90Q (39539.910000 sec): 3 clusters
  Score: Raw -2203155.915065 + Penalty 4760.228111 = -2198395.686954
  nChanged 1
		SP:Iteration 91Q (39540.200000 sec): 3 clusters
  Score: Raw -2203156.067669 + Penalty 4760.228111 = -2198395.839558
  nChanged 1
		SP:Iteration 92Q (39540.430000 sec): 3 clusters
  Score: Raw -2203156.545369 + Penalty 4760.228111 = -2198396.317258
  nChanged 1
		SP:Iteration 93Q (39540.720000 sec): 3 clusters
  Score: Raw -2203156.714809 + Penalty 4760.228111 = -2198396.486698
  nChanged 2
		SP:Iteration 94Q (39541.070000 sec): 3 clusters
  Score: Raw -2203157.220167 + Penalty 4760.228111 = -2198396.992056
  nChanged 0
		SP:Iteration 95F (39541.320000 sec): 3 clusters
  Score: Raw -2203157.220167 + Penalty 4760.228111 = -2198396.992056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (10438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39541.460000 sec): 2 clusters
  Score: Raw -1611686.408085 + Penalty 2294.795652 = -1609391.612433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39541.730000 sec): 3 clusters
  Score: Raw -1606061.152379 + Penalty 4589.591303 = -1601471.561076
  nChanged 4271
		SP:Iteration 1F (39541.910000 sec): 3 clusters
  Score: Raw -1608300.630563 + Penalty 4589.591303 = -1603711.039260
  nChanged 709
		SP:Iteration 2F (39542.170000 sec): 3 clusters
  Score: Raw -1608635.974408 + Penalty 4589.591303 = -1604046.383105
  nChanged 539
		SP:Iteration 3F (39542.390000 sec): 3 clusters
  Score: Raw -1608894.112703 + Penalty 4589.591303 = -1604304.521400
  nChanged 444
		SP:Iteration 4Q (39542.610000 sec): 3 clusters
  Score: Raw -1609083.090383 + Penalty 4589.591303 = -1604493.499080
  nChanged 404
		SP:Iteration 5Q (39542.810000 sec): 3 clusters
  Score: Raw -1609270.728717 + Penalty 4589.591303 = -1604681.137414
  nChanged 390
		SP:Iteration 6Q (39543.030000 sec): 3 clusters
  Score: Raw -1609459.907349 + Penalty 4589.591303 = -1604870.316046
  nChanged 377
		SP:Iteration 7Q (39543.150000 sec): 3 clusters
  Score: Raw -1609662.026117 + Penalty 4589.591303 = -1605072.434814
  nChanged 405
		SP:Iteration 8Q (39543.400000 sec): 3 clusters
  Score: Raw -1609873.259687 + Penalty 4589.591303 = -1605283.668384
  nChanged 387
		SP:Iteration 9Q (39543.610000 sec): 3 clusters
  Score: Raw -1610089.355588 + Penalty 4589.591303 = -1605499.764285
  nChanged 386
		SP:Iteration 10Q (39543.770000 sec): 3 clusters
  Score: Raw -1610300.468652 + Penalty 4589.591303 = -1605710.877349
  nChanged 376
		SP:Iteration 11Q (39543.890000 sec): 3 clusters
  Score: Raw -1610497.742001 + Penalty 4589.591303 = -1605908.150698
  nChanged 337
		SP:Iteration 12Q (39544.140000 sec): 3 clusters
  Score: Raw -1610661.298180 + Penalty 4589.591303 = -1606071.706877
  nChanged 291
		SP:Iteration 13Q (39544.320000 sec): 3 clusters
  Score: Raw -1610805.387573 + Penalty 4589.591303 = -1606215.796270
  nChanged 267
		SP:Iteration 14Q (39544.490000 sec): 3 clusters
  Score: Raw -1610922.627367 + Penalty 4589.591303 = -1606333.036064
  nChanged 247
		SP:Iteration 15Q (39544.630000 sec): 3 clusters
  Score: Raw -1611025.194953 + Penalty 4589.591303 = -1606435.603650
  nChanged 188
		SP:Iteration 16Q (39544.800000 sec): 3 clusters
  Score: Raw -1611105.042438 + Penalty 4589.591303 = -1606515.451135
  nChanged 171
		SP:Iteration 17Q (39544.950000 sec): 3 clusters
  Score: Raw -1611177.968265 + Penalty 4589.591303 = -1606588.376962
  nChanged 153
		SP:Iteration 18Q (39545.090000 sec): 3 clusters
  Score: Raw -1611238.297508 + Penalty 4589.591303 = -1606648.706205
  nChanged 127
		SP:Iteration 19Q (39545.240000 sec): 3 clusters
  Score: Raw -1611281.895477 + Penalty 4589.591303 = -1606692.304174
  nChanged 112
		SP:Iteration 20F (39545.440000 sec): 3 clusters
  Score: Raw -1611324.888522 + Penalty 4589.591303 = -1606735.297219
  nChanged 123
		SP:Iteration 21Q (39545.620000 sec): 3 clusters
  Score: Raw -1611375.392321 + Penalty 4589.591303 = -1606785.801018
  nChanged 131
		SP:Iteration 22Q (39545.860000 sec): 3 clusters
  Score: Raw -1611427.302285 + Penalty 4589.591303 = -1606837.710982
  nChanged 128
		SP:Iteration 23Q (39545.990000 sec): 3 clusters
  Score: Raw -1611477.129767 + Penalty 4589.591303 = -1606887.538464
  nChanged 121
		SP:Iteration 24Q (39546.130000 sec): 3 clusters
  Score: Raw -1611520.843637 + Penalty 4589.591303 = -1606931.252334
  nChanged 105
		SP:Iteration 25Q (39546.280000 sec): 3 clusters
  Score: Raw -1611555.314366 + Penalty 4589.591303 = -1606965.723063
  nChanged 92
		SP:Iteration 26Q (39546.430000 sec): 3 clusters
  Score: Raw -1611584.684592 + Penalty 4589.591303 = -1606995.093289
  nChanged 70
		SP:Iteration 27Q (39546.590000 sec): 3 clusters
  Score: Raw -1611604.843976 + Penalty 4589.591303 = -1607015.252673
  nChanged 73
		SP:Iteration 28Q (39546.770000 sec): 3 clusters
  Score: Raw -1611629.814453 + Penalty 4589.591303 = -1607040.223150
  nChanged 76
		SP:Iteration 29Q (39546.910000 sec): 3 clusters
  Score: Raw -1611653.555864 + Penalty 4589.591303 = -1607063.964561
  nChanged 71
		SP:Iteration 30Q (39547.070000 sec): 3 clusters
  Score: Raw -1611673.012827 + Penalty 4589.591303 = -1607083.421524
  nChanged 64
		SP:Iteration 31Q (39547.230000 sec): 3 clusters
  Score: Raw -1611690.061998 + Penalty 4589.591303 = -1607100.470695
  nChanged 63
		SP:Iteration 32Q (39547.380000 sec): 3 clusters
  Score: Raw -1611707.799325 + Penalty 4589.591303 = -1607118.208022
  nChanged 51
		SP:Iteration 33Q (39547.530000 sec): 3 clusters
  Score: Raw -1611719.048454 + Penalty 4589.591303 = -1607129.457151
  nChanged 43
		SP:Iteration 34Q (39547.680000 sec): 3 clusters
  Score: Raw -1611728.243742 + Penalty 4589.591303 = -1607138.652439
  nChanged 42
		SP:Iteration 35Q (39547.850000 sec): 3 clusters
  Score: Raw -1611737.706978 + Penalty 4589.591303 = -1607148.115675
  nChanged 35
		SP:Iteration 36Q (39548.020000 sec): 3 clusters
  Score: Raw -1611746.375005 + Penalty 4589.591303 = -1607156.783702
  nChanged 36
		SP:Iteration 37Q (39548.180000 sec): 3 clusters
  Score: Raw -1611755.102546 + Penalty 4589.591303 = -1607165.511243
  nChanged 32
		SP:Iteration 38Q (39548.390000 sec): 3 clusters
  Score: Raw -1611762.680442 + Penalty 4589.591303 = -1607173.089139
  nChanged 29
		SP:Iteration 39Q (39548.630000 sec): 3 clusters
  Score: Raw -1611769.668009 + Penalty 4589.591303 = -1607180.076706
  nChanged 33
		SP:Iteration 40F (39548.870000 sec): 3 clusters
  Score: Raw -1611778.878779 + Penalty 4589.591303 = -1607189.287476
  nChanged 37
		SP:Iteration 41Q (39549.090000 sec): 3 clusters
  Score: Raw -1611788.489338 + Penalty 4589.591303 = -1607198.898035
  nChanged 33
		SP:Iteration 42Q (39549.320000 sec): 3 clusters
  Score: Raw -1611795.726470 + Penalty 4589.591303 = -1607206.135167
  nChanged 26
		SP:Iteration 43Q (39549.570000 sec): 3 clusters
  Score: Raw -1611801.421210 + Penalty 4589.591303 = -1607211.829907
  nChanged 27
		SP:Iteration 44Q (39549.770000 sec): 3 clusters
  Score: Raw -1611806.904312 + Penalty 4589.591303 = -1607217.313009
  nChanged 28
		SP:Iteration 45Q (39549.970000 sec): 3 clusters
  Score: Raw -1611812.210308 + Penalty 4589.591303 = -1607222.619005
  nChanged 33
		SP:Iteration 46Q (39550.140000 sec): 3 clusters
  Score: Raw -1611819.750025 + Penalty 4589.591303 = -1607230.158722
  nChanged 34
		SP:Iteration 47Q (39550.360000 sec): 3 clusters
  Score: Raw -1611826.319272 + Penalty 4589.591303 = -1607236.727969
  nChanged 27
		SP:Iteration 48Q (39550.520000 sec): 3 clusters
  Score: Raw -1611831.737765 + Penalty 4589.591303 = -1607242.146462
  nChanged 26
		SP:Iteration 49Q (39550.690000 sec): 3 clusters
  Score: Raw -1611837.193286 + Penalty 4589.591303 = -1607247.601983
  nChanged 27
		SP:Iteration 50Q (39550.920000 sec): 3 clusters
  Score: Raw -1611844.412961 + Penalty 4589.591303 = -1607254.821658
  nChanged 30
		SP:Iteration 51Q (39551.170000 sec): 3 clusters
  Score: Raw -1611852.924072 + Penalty 4589.591303 = -1607263.332769
  nChanged 27
		SP:Iteration 52Q (39551.370000 sec): 3 clusters
  Score: Raw -1611859.523320 + Penalty 4589.591303 = -1607269.932017
  nChanged 23
		SP:Iteration 53Q (39551.590000 sec): 3 clusters
  Score: Raw -1611865.358269 + Penalty 4589.591303 = -1607275.766966
  nChanged 23
		SP:Iteration 54Q (39551.740000 sec): 3 clusters
  Score: Raw -1611870.646707 + Penalty 4589.591303 = -1607281.055404
  nChanged 17
		SP:Iteration 55Q (39551.990000 sec): 3 clusters
  Score: Raw -1611874.309153 + Penalty 4589.591303 = -1607284.717850
  nChanged 21
		SP:Iteration 56Q (39552.130000 sec): 3 clusters
  Score: Raw -1611879.406687 + Penalty 4589.591303 = -1607289.815384
  nChanged 18
		SP:Iteration 57Q (39552.370000 sec): 3 clusters
  Score: Raw -1611883.099888 + Penalty 4589.591303 = -1607293.508585
  nChanged 11
		SP:Iteration 58Q (39552.600000 sec): 3 clusters
  Score: Raw -1611885.006404 + Penalty 4589.591303 = -1607295.415101
  nChanged 7
		SP:Iteration 59Q (39552.790000 sec): 3 clusters
  Score: Raw -1611886.040002 + Penalty 4589.591303 = -1607296.448699
  nChanged 4
		SP:Iteration 60F (39552.990000 sec): 3 clusters
  Score: Raw -1611886.754316 + Penalty 4589.591303 = -1607297.163013
  nChanged 4
		SP:Iteration 61Q (39553.200000 sec): 3 clusters
  Score: Raw -1611887.250105 + Penalty 4589.591303 = -1607297.658802
  nChanged 3
		SP:Iteration 62Q (39553.330000 sec): 3 clusters
  Score: Raw -1611887.578145 + Penalty 4589.591303 = -1607297.986842
  nChanged 2
		SP:Iteration 63Q (39553.520000 sec): 3 clusters
  Score: Raw -1611887.823206 + Penalty 4589.591303 = -1607298.231903
  nChanged 3
		SP:Iteration 64Q (39553.690000 sec): 3 clusters
  Score: Raw -1611888.218173 + Penalty 4589.591303 = -1607298.626870
  nChanged 4
		SP:Iteration 65Q (39553.860000 sec): 3 clusters
  Score: Raw -1611888.803815 + Penalty 4589.591303 = -1607299.212512
  nChanged 5
		SP:Iteration 66Q (39554.020000 sec): 3 clusters
  Score: Raw -1611889.943923 + Penalty 4589.591303 = -1607300.352620
  nChanged 4
		SP:Iteration 67Q (39554.240000 sec): 3 clusters
  Score: Raw -1611890.853282 + Penalty 4589.591303 = -1607301.261979
  nChanged 5
		SP:Iteration 68Q (39554.400000 sec): 3 clusters
  Score: Raw -1611891.668925 + Penalty 4589.591303 = -1607302.077622
  nChanged 4
		SP:Iteration 69Q (39554.650000 sec): 3 clusters
  Score: Raw -1611892.242807 + Penalty 4589.591303 = -1607302.651504
  nChanged 3
		SP:Iteration 70Q (39554.830000 sec): 3 clusters
  Score: Raw -1611892.875250 + Penalty 4589.591303 = -1607303.283947
  nChanged 6
		SP:Iteration 71Q (39555.100000 sec): 3 clusters
  Score: Raw -1611893.674289 + Penalty 4589.591303 = -1607304.082986
  nChanged 6
		SP:Iteration 72Q (39555.300000 sec): 3 clusters
  Score: Raw -1611894.477749 + Penalty 4589.591303 = -1607304.886446
  nChanged 6
		SP:Iteration 73Q (39555.440000 sec): 3 clusters
  Score: Raw -1611895.490843 + Penalty 4589.591303 = -1607305.899540
  nChanged 5
		SP:Iteration 74Q (39555.610000 sec): 3 clusters
  Score: Raw -1611896.366432 + Penalty 4589.591303 = -1607306.775129
  nChanged 2
		SP:Iteration 75Q (39555.850000 sec): 3 clusters
  Score: Raw -1611896.805198 + Penalty 4589.591303 = -1607307.213895
  nChanged 2
		SP:Iteration 76Q (39556.100000 sec): 3 clusters
  Score: Raw -1611897.517367 + Penalty 4589.591303 = -1607307.926064
  nChanged 3
		SP:Iteration 77Q (39556.380000 sec): 3 clusters
  Score: Raw -1611898.125948 + Penalty 4589.591303 = -1607308.534645
  nChanged 3
		SP:Iteration 78Q (39556.590000 sec): 3 clusters
  Score: Raw -1611898.799472 + Penalty 4589.591303 = -1607309.208169
  nChanged 6
		SP:Iteration 79Q (39556.820000 sec): 3 clusters
  Score: Raw -1611899.775074 + Penalty 4589.591303 = -1607310.183771
  nChanged 5
		SP:Iteration 80F (39557.030000 sec): 3 clusters
  Score: Raw -1611900.630452 + Penalty 4589.591303 = -1607311.039149
  nChanged 5
		SP:Iteration 81Q (39557.210000 sec): 3 clusters
  Score: Raw -1611901.295071 + Penalty 4589.591303 = -1607311.703768
  nChanged 1
		SP:Iteration 82Q (39557.340000 sec): 3 clusters
  Score: Raw -1611901.466884 + Penalty 4589.591303 = -1607311.875581
  nChanged 3
		SP:Iteration 83Q (39557.490000 sec): 3 clusters
  Score: Raw -1611901.956049 + Penalty 4589.591303 = -1607312.364746
  nChanged 4
		SP:Iteration 84Q (39557.680000 sec): 3 clusters
  Score: Raw -1611902.647325 + Penalty 4589.591303 = -1607313.056022
  nChanged 4
		SP:Iteration 85Q (39557.870000 sec): 3 clusters
  Score: Raw -1611903.293826 + Penalty 4589.591303 = -1607313.702523
  nChanged 3
		SP:Iteration 86Q (39558.050000 sec): 3 clusters
  Score: Raw -1611903.757396 + Penalty 4589.591303 = -1607314.166093
  nChanged 0
		SP:Iteration 87F (39558.320000 sec): 3 clusters
  Score: Raw -1611903.757396 + Penalty 4589.591303 = -1607314.166093
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (3852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39558.390000 sec): 2 clusters
  Score: Raw -564574.928648 + Penalty 2047.574248 = -562527.354401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39558.470000 sec): 3 clusters
  Score: Raw -562954.461285 + Penalty 4095.148495 = -558859.312789
  nChanged 1413
		SP:Iteration 1F (39558.630000 sec): 3 clusters
  Score: Raw -563954.696995 + Penalty 4095.148495 = -559859.548500
  nChanged 322
		SP:Iteration 2F (39558.800000 sec): 3 clusters
  Score: Raw -564235.514950 + Penalty 4095.148495 = -560140.366454
  nChanged 231
		SP:Iteration 3F (39558.940000 sec): 3 clusters
  Score: Raw -564421.478119 + Penalty 4095.148495 = -560326.329624
  nChanged 174
		SP:Iteration 4Q (39559.120000 sec): 3 clusters
  Score: Raw -564559.797969 + Penalty 4095.148495 = -560464.649474
  nChanged 156
		SP:Iteration 5Q (39559.270000 sec): 3 clusters
  Score: Raw -564693.312956 + Penalty 4095.148495 = -560598.164461
  nChanged 152
		SP:Iteration 6Q (39559.390000 sec): 3 clusters
  Score: Raw -564844.416448 + Penalty 4095.148495 = -560749.267952
  nChanged 152
		SP:Iteration 7Q (39559.540000 sec): 3 clusters
  Score: Raw -564986.896778 + Penalty 4095.148495 = -560891.748282
  nChanged 129
		SP:Iteration 8Q (39559.730000 sec): 3 clusters
  Score: Raw -565123.404789 + Penalty 4095.148495 = -561028.256294
  nChanged 134
		SP:Iteration 9Q (39559.900000 sec): 3 clusters
  Score: Raw -565244.459280 + Penalty 4095.148495 = -561149.310784
  nChanged 112
		SP:Iteration 10Q (39560.050000 sec): 3 clusters
  Score: Raw -565335.537976 + Penalty 4095.148495 = -561240.389480
  nChanged 90
		SP:Iteration 11Q (39560.170000 sec): 3 clusters
  Score: Raw -565405.547099 + Penalty 4095.148495 = -561310.398604
  nChanged 85
		SP:Iteration 12Q (39560.360000 sec): 3 clusters
  Score: Raw -565477.555538 + Penalty 4095.148495 = -561382.407043
  nChanged 91
		SP:Iteration 13Q (39560.550000 sec): 3 clusters
  Score: Raw -565547.578124 + Penalty 4095.148495 = -561452.429629
  nChanged 68
		SP:Iteration 14Q (39560.690000 sec): 3 clusters
  Score: Raw -565599.484001 + Penalty 4095.148495 = -561504.335506
  nChanged 65
		SP:Iteration 15Q (39560.820000 sec): 3 clusters
  Score: Raw -565651.488192 + Penalty 4095.148495 = -561556.339697
  nChanged 57
		SP:Iteration 16Q (39561.010000 sec): 3 clusters
  Score: Raw -565692.929216 + Penalty 4095.148495 = -561597.780721
  nChanged 51
		SP:Iteration 17Q (39561.180000 sec): 3 clusters
  Score: Raw -565726.241742 + Penalty 4095.148495 = -561631.093246
  nChanged 48
		SP:Iteration 18Q (39561.320000 sec): 3 clusters
  Score: Raw -565761.893285 + Penalty 4095.148495 = -561666.744790
  nChanged 38
		SP:Iteration 19Q (39561.450000 sec): 3 clusters
  Score: Raw -565788.550790 + Penalty 4095.148495 = -561693.402295
  nChanged 40
		SP:Iteration 20F (39561.640000 sec): 3 clusters
  Score: Raw -565812.178553 + Penalty 4095.148495 = -561717.030058
  nChanged 25
		SP:Iteration 21Q (39561.800000 sec): 3 clusters
  Score: Raw -565826.203039 + Penalty 4095.148495 = -561731.054544
  nChanged 17
		SP:Iteration 22Q (39561.970000 sec): 3 clusters
  Score: Raw -565834.035892 + Penalty 4095.148495 = -561738.887397
  nChanged 12
		SP:Iteration 23Q (39562.130000 sec): 3 clusters
  Score: Raw -565840.691876 + Penalty 4095.148495 = -561745.543381
  nChanged 16
		SP:Iteration 24Q (39562.250000 sec): 3 clusters
  Score: Raw -565848.514330 + Penalty 4095.148495 = -561753.365834
  nChanged 15
		SP:Iteration 25Q (39562.430000 sec): 3 clusters
  Score: Raw -565855.125544 + Penalty 4095.148495 = -561759.977049
  nChanged 18
		SP:Iteration 26Q (39562.580000 sec): 3 clusters
  Score: Raw -565863.002776 + Penalty 4095.148495 = -561767.854281
  nChanged 12
		SP:Iteration 27Q (39562.720000 sec): 3 clusters
  Score: Raw -565870.965786 + Penalty 4095.148495 = -561775.817290
  nChanged 15
		SP:Iteration 28Q (39562.890000 sec): 3 clusters
  Score: Raw -565880.183455 + Penalty 4095.148495 = -561785.034960
  nChanged 19
		SP:Iteration 29Q (39563.080000 sec): 3 clusters
  Score: Raw -565888.565107 + Penalty 4095.148495 = -561793.416612
  nChanged 13
		SP:Iteration 30Q (39563.230000 sec): 3 clusters
  Score: Raw -565893.187663 + Penalty 4095.148495 = -561798.039167
  nChanged 11
		SP:Iteration 31Q (39563.430000 sec): 3 clusters
  Score: Raw -565899.622663 + Penalty 4095.148495 = -561804.474168
  nChanged 11
		SP:Iteration 32Q (39563.600000 sec): 3 clusters
  Score: Raw -565906.767334 + Penalty 4095.148495 = -561811.618839
  nChanged 5
		SP:Iteration 33Q (39563.730000 sec): 3 clusters
  Score: Raw -565909.133830 + Penalty 4095.148495 = -561813.985335
  nChanged 4
		SP:Iteration 34Q (39563.930000 sec): 3 clusters
  Score: Raw -565910.560455 + Penalty 4095.148495 = -561815.411960
  nChanged 2
		SP:Iteration 35Q (39564.050000 sec): 3 clusters
  Score: Raw -565911.263519 + Penalty 4095.148495 = -561816.115024
  nChanged 1
		SP:Iteration 36Q (39564.180000 sec): 3 clusters
  Score: Raw -565912.181383 + Penalty 4095.148495 = -561817.032888
  nChanged 0
		SP:Iteration 37F (39564.370000 sec): 3 clusters
  Score: Raw -565912.181383 + Penalty 4095.148495 = -561817.032888
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (84501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39565.050000 sec): 2 clusters
  Score: Raw -13668589.725709 + Penalty 2813.440625 = -13665776.285085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39565.820000 sec): 3 clusters
  Score: Raw -13614685.325010 + Penalty 5626.881249 = -13609058.443761
  nChanged 39857
		SP:Iteration 1F (39566.610000 sec): 3 clusters
  Score: Raw -13637289.479030 + Penalty 5626.881249 = -13631662.597781
  nChanged 2822
		SP:Iteration 2Q (39567.480000 sec): 3 clusters
  Score: Raw -13637935.125582 + Penalty 5626.881249 = -13632308.244332
  nChanged 2777
		SP:Iteration 3Q (39568.360000 sec): 3 clusters
  Score: Raw -13638619.275955 + Penalty 5626.881249 = -13632992.394706
  nChanged 2825
		SP:Iteration 4Q (39569.280000 sec): 3 clusters
  Score: Raw -13639383.896673 + Penalty 5626.881249 = -13633757.015424
  nChanged 2974
		SP:Iteration 5Q (39570.170000 sec): 3 clusters
  Score: Raw -13640328.813392 + Penalty 5626.881249 = -13634701.932143
  nChanged 3235
		SP:Iteration 6Q (39571.030000 sec): 3 clusters
  Score: Raw -13641444.535101 + Penalty 5626.881249 = -13635817.653851
  nChanged 3384
		SP:Iteration 7Q (39571.860000 sec): 3 clusters
  Score: Raw -13642745.784531 + Penalty 5626.881249 = -13637118.903282
  nChanged 3743
		SP:Iteration 8Q (39572.720000 sec): 3 clusters
  Score: Raw -13644389.322034 + Penalty 5626.881249 = -13638762.440785
  nChanged 3891
		SP:Iteration 9Q (39573.560000 sec): 3 clusters
  Score: Raw -13646377.952974 + Penalty 5626.881249 = -13640751.071725
  nChanged 4243
		SP:Iteration 10F (39574.360000 sec): 3 clusters
  Score: Raw -13648838.548163 + Penalty 5626.881249 = -13643211.666914
  nChanged 4450
		SP:Iteration 11F (39575.120000 sec): 3 clusters
  Score: Raw -13651776.569791 + Penalty 5626.881249 = -13646149.688541
  nChanged 4634
		SP:Iteration 12F (39575.930000 sec): 3 clusters
  Score: Raw -13655124.155526 + Penalty 5626.881249 = -13649497.274277
  nChanged 4552
		SP:Iteration 13F (39576.740000 sec): 3 clusters
  Score: Raw -13658410.140279 + Penalty 5626.881249 = -13652783.259030
  nChanged 4131
		SP:Iteration 14Q (39577.570000 sec): 3 clusters
  Score: Raw -13661352.889629 + Penalty 5626.881249 = -13655726.008380
  nChanged 3581
		SP:Iteration 15Q (39578.390000 sec): 3 clusters
  Score: Raw -13663795.919107 + Penalty 5626.881249 = -13658169.037858
  nChanged 2880
		SP:Iteration 16Q (39579.200000 sec): 3 clusters
  Score: Raw -13665626.895924 + Penalty 5626.881249 = -13660000.014675
  nChanged 2151
		SP:Iteration 17Q (39579.990000 sec): 3 clusters
  Score: Raw -13666895.620362 + Penalty 5626.881249 = -13661268.739113
  nChanged 1605
		SP:Iteration 18Q (39580.770000 sec): 3 clusters
  Score: Raw -13667767.887803 + Penalty 5626.881249 = -13662141.006554
  nChanged 1160
		SP:Iteration 19Q (39581.530000 sec): 3 clusters
  Score: Raw -13668376.850807 + Penalty 5626.881249 = -13662749.969558
  nChanged 821
		SP:Iteration 20F (39582.300000 sec): 3 clusters
  Score: Raw -13668786.992154 + Penalty 5626.881249 = -13663160.110904
  nChanged 595
		SP:Iteration 21Q (39583.070000 sec): 3 clusters
  Score: Raw -13669055.540037 + Penalty 5626.881249 = -13663428.658788
  nChanged 422
		SP:Iteration 22Q (39583.880000 sec): 3 clusters
  Score: Raw -13669234.739225 + Penalty 5626.881249 = -13663607.857976
  nChanged 307
		SP:Iteration 23Q (39584.690000 sec): 3 clusters
  Score: Raw -13669347.341200 + Penalty 5626.881249 = -13663720.459950
  nChanged 227
		SP:Iteration 24Q (39585.420000 sec): 3 clusters
  Score: Raw -13669424.993814 + Penalty 5626.881249 = -13663798.112565
  nChanged 164
		SP:Iteration 25Q (39586.150000 sec): 3 clusters
  Score: Raw -13669480.582559 + Penalty 5626.881249 = -13663853.701310
  nChanged 142
		SP:Iteration 26Q (39586.900000 sec): 3 clusters
  Score: Raw -13669524.634303 + Penalty 5626.881249 = -13663897.753054
  nChanged 92
		SP:Iteration 27Q (39587.670000 sec): 3 clusters
  Score: Raw -13669552.303676 + Penalty 5626.881249 = -13663925.422427
  nChanged 83
		SP:Iteration 28Q (39588.390000 sec): 3 clusters
  Score: Raw -13669577.266854 + Penalty 5626.881249 = -13663950.385604
  nChanged 60
		SP:Iteration 29Q (39589.070000 sec): 3 clusters
  Score: Raw -13669595.548890 + Penalty 5626.881249 = -13663968.667641
  nChanged 46
		SP:Iteration 30Q (39589.790000 sec): 3 clusters
  Score: Raw -13669608.186503 + Penalty 5626.881249 = -13663981.305254
  nChanged 46
		SP:Iteration 31Q (39590.440000 sec): 3 clusters
  Score: Raw -13669618.879343 + Penalty 5626.881249 = -13663991.998094
  nChanged 34
		SP:Iteration 32Q (39591.190000 sec): 3 clusters
  Score: Raw -13669626.544345 + Penalty 5626.881249 = -13663999.663096
  nChanged 30
		SP:Iteration 33Q (39591.960000 sec): 3 clusters
  Score: Raw -13669634.533452 + Penalty 5626.881249 = -13664007.652203
  nChanged 17
		SP:Iteration 34Q (39592.580000 sec): 3 clusters
  Score: Raw -13669638.976184 + Penalty 5626.881249 = -13664012.094935
  nChanged 13
		SP:Iteration 35Q (39593.290000 sec): 3 clusters
  Score: Raw -13669642.084932 + Penalty 5626.881249 = -13664015.203683
  nChanged 12
		SP:Iteration 36Q (39593.950000 sec): 3 clusters
  Score: Raw -13669645.148042 + Penalty 5626.881249 = -13664018.266793
  nChanged 10
		SP:Iteration 37Q (39594.670000 sec): 3 clusters
  Score: Raw -13669647.704361 + Penalty 5626.881249 = -13664020.823112
  nChanged 9
		SP:Iteration 38Q (39595.400000 sec): 3 clusters
  Score: Raw -13669649.452142 + Penalty 5626.881249 = -13664022.570893
  nChanged 8
		SP:Iteration 39Q (39596.060000 sec): 3 clusters
  Score: Raw -13669650.891943 + Penalty 5626.881249 = -13664024.010694
  nChanged 10
		SP:Iteration 40F (39596.750000 sec): 3 clusters
  Score: Raw -13669653.394948 + Penalty 5626.881249 = -13664026.513699
  nChanged 12
		SP:Iteration 41Q (39597.510000 sec): 3 clusters
  Score: Raw -13669656.208647 + Penalty 5626.881249 = -13664029.327397
  nChanged 10
		SP:Iteration 42Q (39598.190000 sec): 3 clusters
  Score: Raw -13669658.061448 + Penalty 5626.881249 = -13664031.180198
  nChanged 3
		SP:Iteration 43Q (39598.830000 sec): 3 clusters
  Score: Raw -13669658.555511 + Penalty 5626.881249 = -13664031.674261
  nChanged 2
		SP:Iteration 44Q (39599.620000 sec): 3 clusters
  Score: Raw -13669659.038829 + Penalty 5626.881249 = -13664032.157580
  nChanged 4
		SP:Iteration 45Q (39600.300000 sec): 3 clusters
  Score: Raw -13669659.723879 + Penalty 5626.881249 = -13664032.842630
  nChanged 5
		SP:Iteration 46Q (39600.970000 sec): 3 clusters
  Score: Raw -13669661.043692 + Penalty 5626.881249 = -13664034.162443
  nChanged 5
		SP:Iteration 47Q (39601.740000 sec): 3 clusters
  Score: Raw -13669661.978064 + Penalty 5626.881249 = -13664035.096815
  nChanged 5
		SP:Iteration 48Q (39602.500000 sec): 3 clusters
  Score: Raw -13669662.795244 + Penalty 5626.881249 = -13664035.913995
  nChanged 4
		SP:Iteration 49Q (39603.230000 sec): 3 clusters
  Score: Raw -13669663.763006 + Penalty 5626.881249 = -13664036.881757
  nChanged 8
		SP:Iteration 50Q (39603.950000 sec): 3 clusters
  Score: Raw -13669665.547365 + Penalty 5626.881249 = -13664038.666116
  nChanged 4
		SP:Iteration 51Q (39604.680000 sec): 3 clusters
  Score: Raw -13669666.375550 + Penalty 5626.881249 = -13664039.494301
  nChanged 5
		SP:Iteration 52Q (39605.470000 sec): 3 clusters
  Score: Raw -13669667.347162 + Penalty 5626.881249 = -13664040.465913
  nChanged 5
		SP:Iteration 53Q (39606.170000 sec): 3 clusters
  Score: Raw -13669668.281503 + Penalty 5626.881249 = -13664041.400254
  nChanged 4
		SP:Iteration 54Q (39606.860000 sec): 3 clusters
  Score: Raw -13669668.861267 + Penalty 5626.881249 = -13664041.980018
  nChanged 2
		SP:Iteration 55Q (39607.700000 sec): 3 clusters
  Score: Raw -13669669.292914 + Penalty 5626.881249 = -13664042.411664
  nChanged 1
		SP:Iteration 56Q (39608.360000 sec): 3 clusters
  Score: Raw -13669669.446046 + Penalty 5626.881249 = -13664042.564797
  nChanged 1
		SP:Iteration 57Q (39609.040000 sec): 3 clusters
  Score: Raw -13669669.593697 + Penalty 5626.881249 = -13664042.712448
  nChanged 0
		SP:Iteration 58F (39609.800000 sec): 3 clusters
  Score: Raw -13669669.593697 + Penalty 5626.881249 = -13664042.712448
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (4495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39609.940000 sec): 2 clusters
  Score: Raw -695216.834225 + Penalty 2085.858795 = -693130.975430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39610.150000 sec): 3 clusters
  Score: Raw -693119.536534 + Penalty 4171.717590 = -688947.818944
  nChanged 1667
		SP:Iteration 1F (39610.260000 sec): 3 clusters
  Score: Raw -694124.406657 + Penalty 4171.717590 = -689952.689068
  nChanged 369
		SP:Iteration 2F (39610.520000 sec): 3 clusters
  Score: Raw -694399.974350 + Penalty 4171.717590 = -690228.256761
  nChanged 299
		SP:Iteration 3F (39610.630000 sec): 3 clusters
  Score: Raw -694605.394305 + Penalty 4171.717590 = -690433.676716
  nChanged 221
		SP:Iteration 4Q (39610.780000 sec): 3 clusters
  Score: Raw -694755.635593 + Penalty 4171.717590 = -690583.918003
  nChanged 181
		SP:Iteration 5Q (39610.980000 sec): 3 clusters
  Score: Raw -694876.194813 + Penalty 4171.717590 = -690704.477223
  nChanged 164
		SP:Iteration 6Q (39611.160000 sec): 3 clusters
  Score: Raw -694983.274506 + Penalty 4171.717590 = -690811.556916
  nChanged 139
		SP:Iteration 7Q (39611.340000 sec): 3 clusters
  Score: Raw -695074.021600 + Penalty 4171.717590 = -690902.304010
  nChanged 129
		SP:Iteration 8Q (39611.580000 sec): 3 clusters
  Score: Raw -695169.744513 + Penalty 4171.717590 = -690998.026923
  nChanged 115
		SP:Iteration 9Q (39611.710000 sec): 3 clusters
  Score: Raw -695249.132380 + Penalty 4171.717590 = -691077.414790
  nChanged 113
		SP:Iteration 10Q (39611.910000 sec): 3 clusters
  Score: Raw -695329.888203 + Penalty 4171.717590 = -691158.170613
  nChanged 93
		SP:Iteration 11Q (39612.010000 sec): 3 clusters
  Score: Raw -695390.596227 + Penalty 4171.717590 = -691218.878637
  nChanged 79
		SP:Iteration 12Q (39612.140000 sec): 3 clusters
  Score: Raw -695437.276303 + Penalty 4171.717590 = -691265.558713
  nChanged 62
		SP:Iteration 13Q (39612.330000 sec): 3 clusters
  Score: Raw -695475.241328 + Penalty 4171.717590 = -691303.523739
  nChanged 58
		SP:Iteration 14Q (39612.460000 sec): 3 clusters
  Score: Raw -695506.796933 + Penalty 4171.717590 = -691335.079343
  nChanged 52
		SP:Iteration 15Q (39612.680000 sec): 3 clusters
  Score: Raw -695533.370154 + Penalty 4171.717590 = -691361.652564
  nChanged 43
		SP:Iteration 16Q (39612.790000 sec): 3 clusters
  Score: Raw -695555.393325 + Penalty 4171.717590 = -691383.675736
  nChanged 44
		SP:Iteration 17Q (39612.950000 sec): 3 clusters
  Score: Raw -695574.378430 + Penalty 4171.717590 = -691402.660840
  nChanged 24
		SP:Iteration 18Q (39613.140000 sec): 3 clusters
  Score: Raw -695582.715566 + Penalty 4171.717590 = -691410.997976
  nChanged 18
		SP:Iteration 19Q (39613.380000 sec): 3 clusters
  Score: Raw -695590.476252 + Penalty 4171.717590 = -691418.758662
  nChanged 15
		SP:Iteration 20F (39613.560000 sec): 3 clusters
  Score: Raw -695597.301425 + Penalty 4171.717590 = -691425.583835
  nChanged 17
		SP:Iteration 21Q (39613.730000 sec): 3 clusters
  Score: Raw -695606.539989 + Penalty 4171.717590 = -691434.822399
  nChanged 20
		SP:Iteration 22Q (39613.910000 sec): 3 clusters
  Score: Raw -695616.795607 + Penalty 4171.717590 = -691445.078017
  nChanged 21
		SP:Iteration 23Q (39614.120000 sec): 3 clusters
  Score: Raw -695626.051519 + Penalty 4171.717590 = -691454.333930
  nChanged 15
		SP:Iteration 24Q (39614.290000 sec): 3 clusters
  Score: Raw -695633.304575 + Penalty 4171.717590 = -691461.586985
  nChanged 12
		SP:Iteration 25Q (39614.430000 sec): 3 clusters
  Score: Raw -695640.841020 + Penalty 4171.717590 = -691469.123430
  nChanged 20
		SP:Iteration 26Q (39614.640000 sec): 3 clusters
  Score: Raw -695648.823265 + Penalty 4171.717590 = -691477.105676
  nChanged 8
		SP:Iteration 27Q (39614.780000 sec): 3 clusters
  Score: Raw -695652.181872 + Penalty 4171.717590 = -691480.464282
  nChanged 11
		SP:Iteration 28Q (39614.970000 sec): 3 clusters
  Score: Raw -695657.909794 + Penalty 4171.717590 = -691486.192204
  nChanged 9
		SP:Iteration 29Q (39615.110000 sec): 3 clusters
  Score: Raw -695662.325412 + Penalty 4171.717590 = -691490.607822
  nChanged 6
		SP:Iteration 30Q (39615.300000 sec): 3 clusters
  Score: Raw -695664.547326 + Penalty 4171.717590 = -691492.829737
  nChanged 3
		SP:Iteration 31Q (39615.490000 sec): 3 clusters
  Score: Raw -695665.950310 + Penalty 4171.717590 = -691494.232721
  nChanged 3
		SP:Iteration 32Q (39615.710000 sec): 3 clusters
  Score: Raw -695666.506234 + Penalty 4171.717590 = -691494.788644
  nChanged 0
		SP:Iteration 33F (39615.890000 sec): 3 clusters
  Score: Raw -695666.506234 + Penalty 4171.717590 = -691494.788644
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (5468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39616.000000 sec): 2 clusters
  Score: Raw -885360.386781 + Penalty 2134.453713 = -883225.933068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39616.200000 sec): 3 clusters
  Score: Raw -882638.489917 + Penalty 4268.907426 = -878369.582491
  nChanged 2138
		SP:Iteration 1F (39616.350000 sec): 3 clusters
  Score: Raw -883867.661556 + Penalty 4268.907426 = -879598.754130
  nChanged 372
		SP:Iteration 2F (39616.560000 sec): 3 clusters
  Score: Raw -884073.150510 + Penalty 4268.907426 = -879804.243084
  nChanged 230
		SP:Iteration 3Q (39616.730000 sec): 3 clusters
  Score: Raw -884206.147570 + Penalty 4268.907426 = -879937.240144
  nChanged 194
		SP:Iteration 4Q (39616.970000 sec): 3 clusters
  Score: Raw -884305.259163 + Penalty 4268.907426 = -880036.351737
  nChanged 175
		SP:Iteration 5Q (39617.190000 sec): 3 clusters
  Score: Raw -884398.207013 + Penalty 4268.907426 = -880129.299587
  nChanged 159
		SP:Iteration 6Q (39617.440000 sec): 3 clusters
  Score: Raw -884502.680462 + Penalty 4268.907426 = -880233.773035
  nChanged 150
		SP:Iteration 7Q (39617.690000 sec): 3 clusters
  Score: Raw -884618.527708 + Penalty 4268.907426 = -880349.620282
  nChanged 149
		SP:Iteration 8Q (39617.910000 sec): 3 clusters
  Score: Raw -884729.627926 + Penalty 4268.907426 = -880460.720500
  nChanged 156
		SP:Iteration 9Q (39618.100000 sec): 3 clusters
  Score: Raw -884829.363140 + Penalty 4268.907426 = -880560.455714
  nChanged 160
		SP:Iteration 10Q (39618.230000 sec): 3 clusters
  Score: Raw -884925.055178 + Penalty 4268.907426 = -880656.147752
  nChanged 139
		SP:Iteration 11Q (39618.460000 sec): 3 clusters
  Score: Raw -885000.333490 + Penalty 4268.907426 = -880731.426064
  nChanged 105
		SP:Iteration 12Q (39618.640000 sec): 3 clusters
  Score: Raw -885047.859470 + Penalty 4268.907426 = -880778.952044
  nChanged 85
		SP:Iteration 13Q (39618.900000 sec): 3 clusters
  Score: Raw -885079.276379 + Penalty 4268.907426 = -880810.368953
  nChanged 86
		SP:Iteration 14Q (39619.090000 sec): 3 clusters
  Score: Raw -885109.175670 + Penalty 4268.907426 = -880840.268243
  nChanged 68
		SP:Iteration 15Q (39619.240000 sec): 3 clusters
  Score: Raw -885136.050849 + Penalty 4268.907426 = -880867.143423
  nChanged 59
		SP:Iteration 16Q (39619.440000 sec): 3 clusters
  Score: Raw -885159.315446 + Penalty 4268.907426 = -880890.408020
  nChanged 47
		SP:Iteration 17Q (39619.710000 sec): 3 clusters
  Score: Raw -885176.919268 + Penalty 4268.907426 = -880908.011842
  nChanged 43
		SP:Iteration 18Q (39619.870000 sec): 3 clusters
  Score: Raw -885192.378788 + Penalty 4268.907426 = -880923.471362
  nChanged 39
		SP:Iteration 19Q (39620.070000 sec): 3 clusters
  Score: Raw -885204.385750 + Penalty 4268.907426 = -880935.478324
  nChanged 38
		SP:Iteration 20F (39620.260000 sec): 3 clusters
  Score: Raw -885216.624662 + Penalty 4268.907426 = -880947.717235
  nChanged 41
		SP:Iteration 21Q (39620.410000 sec): 3 clusters
  Score: Raw -885230.133049 + Penalty 4268.907426 = -880961.225623
  nChanged 40
		SP:Iteration 22Q (39620.610000 sec): 3 clusters
  Score: Raw -885244.750646 + Penalty 4268.907426 = -880975.843220
  nChanged 33
		SP:Iteration 23Q (39620.790000 sec): 3 clusters
  Score: Raw -885255.536207 + Penalty 4268.907426 = -880986.628780
  nChanged 29
		SP:Iteration 24Q (39621.000000 sec): 3 clusters
  Score: Raw -885264.073049 + Penalty 4268.907426 = -880995.165623
  nChanged 19
		SP:Iteration 25Q (39621.230000 sec): 3 clusters
  Score: Raw -885270.003028 + Penalty 4268.907426 = -881001.095602
  nChanged 19
		SP:Iteration 26Q (39621.420000 sec): 3 clusters
  Score: Raw -885275.964307 + Penalty 4268.907426 = -881007.056881
  nChanged 16
		SP:Iteration 27Q (39621.570000 sec): 3 clusters
  Score: Raw -885281.385883 + Penalty 4268.907426 = -881012.478457
  nChanged 19
		SP:Iteration 28Q (39621.750000 sec): 3 clusters
  Score: Raw -885287.146636 + Penalty 4268.907426 = -881018.239210
  nChanged 23
		SP:Iteration 29Q (39621.980000 sec): 3 clusters
  Score: Raw -885294.012081 + Penalty 4268.907426 = -881025.104655
  nChanged 27
		SP:Iteration 30Q (39622.170000 sec): 3 clusters
  Score: Raw -885301.139087 + Penalty 4268.907426 = -881032.231661
  nChanged 26
		SP:Iteration 31Q (39622.400000 sec): 3 clusters
  Score: Raw -885306.954525 + Penalty 4268.907426 = -881038.047099
  nChanged 12
		SP:Iteration 32Q (39622.630000 sec): 3 clusters
  Score: Raw -885310.306977 + Penalty 4268.907426 = -881041.399551
  nChanged 8
		SP:Iteration 33Q (39622.790000 sec): 3 clusters
  Score: Raw -885312.275594 + Penalty 4268.907426 = -881043.368168
  nChanged 6
		SP:Iteration 34Q (39623.020000 sec): 3 clusters
  Score: Raw -885313.610155 + Penalty 4268.907426 = -881044.702729
  nChanged 5
		SP:Iteration 35Q (39623.210000 sec): 3 clusters
  Score: Raw -885315.070740 + Penalty 4268.907426 = -881046.163314
  nChanged 5
		SP:Iteration 36Q (39623.460000 sec): 3 clusters
  Score: Raw -885316.020652 + Penalty 4268.907426 = -881047.113226
  nChanged 5
		SP:Iteration 37Q (39623.690000 sec): 3 clusters
  Score: Raw -885317.101671 + Penalty 4268.907426 = -881048.194245
  nChanged 4
		SP:Iteration 38Q (39623.890000 sec): 3 clusters
  Score: Raw -885318.456861 + Penalty 4268.907426 = -881049.549435
  nChanged 3
		SP:Iteration 39Q (39624.120000 sec): 3 clusters
  Score: Raw -885319.188756 + Penalty 4268.907426 = -881050.281330
  nChanged 3
		SP:Iteration 40F (39624.290000 sec): 3 clusters
  Score: Raw -885319.821718 + Penalty 4268.907426 = -881050.914292
  nChanged 3
		SP:Iteration 41Q (39624.430000 sec): 3 clusters
  Score: Raw -885320.497776 + Penalty 4268.907426 = -881051.590349
  nChanged 0
		SP:Iteration 42F (39624.610000 sec): 3 clusters
  Score: Raw -885320.497776 + Penalty 4268.907426 = -881051.590349
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (3609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39624.730000 sec): 2 clusters
  Score: Raw -525217.757400 + Penalty 2031.414129 = -523186.343270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39624.930000 sec): 3 clusters
  Score: Raw -523639.967976 + Penalty 4062.828258 = -519577.139718
  nChanged 1325
		SP:Iteration 1F (39625.110000 sec): 3 clusters
  Score: Raw -524551.850726 + Penalty 4062.828258 = -520489.022468
  nChanged 327
		SP:Iteration 2F (39625.290000 sec): 3 clusters
  Score: Raw -524829.331410 + Penalty 4062.828258 = -520766.503151
  nChanged 240
		SP:Iteration 3F (39625.480000 sec): 3 clusters
  Score: Raw -525023.951883 + Penalty 4062.828258 = -520961.123625
  nChanged 187
		SP:Iteration 4F (39625.670000 sec): 3 clusters
  Score: Raw -525167.247599 + Penalty 4062.828258 = -521104.419341
  nChanged 115
		SP:Iteration 5Q (39625.840000 sec): 3 clusters
  Score: Raw -525253.532822 + Penalty 4062.828258 = -521190.704563
  nChanged 95
		SP:Iteration 6Q (39626.030000 sec): 3 clusters
  Score: Raw -525326.741938 + Penalty 4062.828258 = -521263.913680
  nChanged 83
		SP:Iteration 7Q (39626.180000 sec): 3 clusters
  Score: Raw -525377.847395 + Penalty 4062.828258 = -521315.019136
  nChanged 57
		SP:Iteration 8Q (39626.380000 sec): 3 clusters
  Score: Raw -525410.609189 + Penalty 4062.828258 = -521347.780931
  nChanged 54
		SP:Iteration 9Q (39626.580000 sec): 3 clusters
  Score: Raw -525452.935191 + Penalty 4062.828258 = -521390.106932
  nChanged 57
		SP:Iteration 10Q (39626.740000 sec): 3 clusters
  Score: Raw -525489.337962 + Penalty 4062.828258 = -521426.509704
  nChanged 51
		SP:Iteration 11Q (39626.920000 sec): 3 clusters
  Score: Raw -525524.425997 + Penalty 4062.828258 = -521461.597739
  nChanged 52
		SP:Iteration 12Q (39627.090000 sec): 3 clusters
  Score: Raw -525561.650210 + Penalty 4062.828258 = -521498.821952
  nChanged 60
		SP:Iteration 13Q (39627.270000 sec): 3 clusters
  Score: Raw -525596.454646 + Penalty 4062.828258 = -521533.626387
  nChanged 43
		SP:Iteration 14Q (39627.530000 sec): 3 clusters
  Score: Raw -525615.052894 + Penalty 4062.828258 = -521552.224636
  nChanged 29
		SP:Iteration 15Q (39627.660000 sec): 3 clusters
  Score: Raw -525629.961790 + Penalty 4062.828258 = -521567.133531
  nChanged 18
		SP:Iteration 16Q (39627.810000 sec): 3 clusters
  Score: Raw -525636.468473 + Penalty 4062.828258 = -521573.640215
  nChanged 17
		SP:Iteration 17Q (39627.950000 sec): 3 clusters
  Score: Raw -525641.839781 + Penalty 4062.828258 = -521579.011522
  nChanged 17
		SP:Iteration 18Q (39628.110000 sec): 3 clusters
  Score: Raw -525648.201286 + Penalty 4062.828258 = -521585.373027
  nChanged 17
		SP:Iteration 19Q (39628.290000 sec): 3 clusters
  Score: Raw -525654.866917 + Penalty 4062.828258 = -521592.038658
  nChanged 8
		SP:Iteration 20F (39628.420000 sec): 3 clusters
  Score: Raw -525657.965898 + Penalty 4062.828258 = -521595.137639
  nChanged 7
		SP:Iteration 21Q (39628.590000 sec): 3 clusters
  Score: Raw -525660.790259 + Penalty 4062.828258 = -521597.962000
  nChanged 6
		SP:Iteration 22Q (39628.720000 sec): 3 clusters
  Score: Raw -525663.273288 + Penalty 4062.828258 = -521600.445030
  nChanged 5
		SP:Iteration 23Q (39628.890000 sec): 3 clusters
  Score: Raw -525664.974802 + Penalty 4062.828258 = -521602.146544
  nChanged 4
		SP:Iteration 24Q (39629.040000 sec): 3 clusters
  Score: Raw -525666.549996 + Penalty 4062.828258 = -521603.721738
  nChanged 5
		SP:Iteration 25Q (39629.160000 sec): 3 clusters
  Score: Raw -525669.012264 + Penalty 4062.828258 = -521606.184006
  nChanged 8
		SP:Iteration 26Q (39629.310000 sec): 3 clusters
  Score: Raw -525671.913092 + Penalty 4062.828258 = -521609.084834
  nChanged 12
		SP:Iteration 27Q (39629.480000 sec): 3 clusters
  Score: Raw -525676.535929 + Penalty 4062.828258 = -521613.707670
  nChanged 9
		SP:Iteration 28Q (39629.660000 sec): 3 clusters
  Score: Raw -525681.289301 + Penalty 4062.828258 = -521618.461042
  nChanged 9
		SP:Iteration 29Q (39629.830000 sec): 3 clusters
  Score: Raw -525684.568820 + Penalty 4062.828258 = -521621.740562
  nChanged 8
		SP:Iteration 30Q (39630.010000 sec): 3 clusters
  Score: Raw -525689.005126 + Penalty 4062.828258 = -521626.176868
  nChanged 13
		SP:Iteration 31Q (39630.150000 sec): 3 clusters
  Score: Raw -525694.743985 + Penalty 4062.828258 = -521631.915727
  nChanged 12
		SP:Iteration 32Q (39630.320000 sec): 3 clusters
  Score: Raw -525701.335978 + Penalty 4062.828258 = -521638.507720
  nChanged 12
		SP:Iteration 33Q (39630.480000 sec): 3 clusters
  Score: Raw -525706.522692 + Penalty 4062.828258 = -521643.694434
  nChanged 12
		SP:Iteration 34Q (39630.650000 sec): 3 clusters
  Score: Raw -525709.487253 + Penalty 4062.828258 = -521646.658995
  nChanged 4
		SP:Iteration 35Q (39630.830000 sec): 3 clusters
  Score: Raw -525711.659907 + Penalty 4062.828258 = -521648.831649
  nChanged 3
		SP:Iteration 36Q (39631.000000 sec): 3 clusters
  Score: Raw -525712.702574 + Penalty 4062.828258 = -521649.874316
  nChanged 5
		SP:Iteration 37Q (39631.200000 sec): 3 clusters
  Score: Raw -525714.695441 + Penalty 4062.828258 = -521651.867182
  nChanged 6
		SP:Iteration 38Q (39631.390000 sec): 3 clusters
  Score: Raw -525716.393419 + Penalty 4062.828258 = -521653.565161
  nChanged 2
		SP:Iteration 39Q (39631.560000 sec): 3 clusters
  Score: Raw -525717.130572 + Penalty 4062.828258 = -521654.302313
  nChanged 3
		SP:Iteration 40F (39631.740000 sec): 3 clusters
  Score: Raw -525718.194885 + Penalty 4062.828258 = -521655.366627
  nChanged 2
		SP:Iteration 41Q (39631.910000 sec): 3 clusters
  Score: Raw -525719.554472 + Penalty 4062.828258 = -521656.726214
  nChanged 4
		SP:Iteration 42Q (39632.080000 sec): 3 clusters
  Score: Raw -525721.143887 + Penalty 4062.828258 = -521658.315629
  nChanged 5
		SP:Iteration 43Q (39632.260000 sec): 3 clusters
  Score: Raw -525723.513718 + Penalty 4062.828258 = -521660.685460
  nChanged 5
		SP:Iteration 44Q (39632.430000 sec): 3 clusters
  Score: Raw -525725.013556 + Penalty 4062.828258 = -521662.185297
  nChanged 2
		SP:Iteration 45Q (39632.600000 sec): 3 clusters
  Score: Raw -525725.400094 + Penalty 4062.828258 = -521662.571835
  nChanged 1
		SP:Iteration 46Q (39632.780000 sec): 3 clusters
  Score: Raw -525725.915042 + Penalty 4062.828258 = -521663.086784
  nChanged 3
		SP:Iteration 47Q (39632.950000 sec): 3 clusters
  Score: Raw -525727.817208 + Penalty 4062.828258 = -521664.988949
  nChanged 3
		SP:Iteration 48Q (39633.120000 sec): 3 clusters
  Score: Raw -525728.314596 + Penalty 4062.828258 = -521665.486338
  nChanged 0
		SP:Iteration 49F (39633.300000 sec): 3 clusters
  Score: Raw -525728.314596 + Penalty 4062.828258 = -521665.486338
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (57521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39633.760000 sec): 2 clusters
  Score: Raw -8828471.788027 + Penalty 2718.056534 = -8825753.731493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39634.420000 sec): 3 clusters
  Score: Raw -8792569.079329 + Penalty 5436.113067 = -8787132.966261
  nChanged 26730
		SP:Iteration 1F (39635.030000 sec): 3 clusters
  Score: Raw -8807708.892417 + Penalty 5436.113067 = -8802272.779350
  nChanged 2609
		SP:Iteration 2Q (39635.740000 sec): 3 clusters
  Score: Raw -8808613.478038 + Penalty 5436.113067 = -8803177.364971
  nChanged 2649
		SP:Iteration 3Q (39636.440000 sec): 3 clusters
  Score: Raw -8809720.608714 + Penalty 5436.113067 = -8804284.495646
  nChanged 2992
		SP:Iteration 4F (39637.100000 sec): 3 clusters
  Score: Raw -8811334.881115 + Penalty 5436.113067 = -8805898.768048
  nChanged 3557
		SP:Iteration 5F (39637.720000 sec): 3 clusters
  Score: Raw -8813669.028155 + Penalty 5436.113067 = -8808232.915088
  nChanged 4045
		SP:Iteration 6F (39638.380000 sec): 3 clusters
  Score: Raw -8816758.195656 + Penalty 5436.113067 = -8811322.082588
  nChanged 4166
		SP:Iteration 7F (39639.050000 sec): 3 clusters
  Score: Raw -8820234.937411 + Penalty 5436.113067 = -8814798.824343
  nChanged 3589
		SP:Iteration 8F (39639.660000 sec): 3 clusters
  Score: Raw -8823365.763776 + Penalty 5436.113067 = -8817929.650709
  nChanged 2680
		SP:Iteration 9Q (39640.300000 sec): 3 clusters
  Score: Raw -8825682.073225 + Penalty 5436.113067 = -8820245.960158
  nChanged 1729
		SP:Iteration 10Q (39640.930000 sec): 3 clusters
  Score: Raw -8827080.174071 + Penalty 5436.113067 = -8821644.061004
  nChanged 1001
		SP:Iteration 11Q (39641.580000 sec): 3 clusters
  Score: Raw -8827781.684026 + Penalty 5436.113067 = -8822345.570959
  nChanged 666
		SP:Iteration 12Q (39642.220000 sec): 3 clusters
  Score: Raw -8828222.513058 + Penalty 5436.113067 = -8822786.399991
  nChanged 460
		SP:Iteration 13Q (39642.860000 sec): 3 clusters
  Score: Raw -8828524.455984 + Penalty 5436.113067 = -8823088.342916
  nChanged 299
		SP:Iteration 14Q (39643.500000 sec): 3 clusters
  Score: Raw -8828707.811026 + Penalty 5436.113067 = -8823271.697958
  nChanged 190
		SP:Iteration 15Q (39644.190000 sec): 3 clusters
  Score: Raw -8828823.923510 + Penalty 5436.113067 = -8823387.810442
  nChanged 152
		SP:Iteration 16Q (39644.740000 sec): 3 clusters
  Score: Raw -8828924.554203 + Penalty 5436.113067 = -8823488.441136
  nChanged 117
		SP:Iteration 17Q (39645.300000 sec): 3 clusters
  Score: Raw -8829003.122804 + Penalty 5436.113067 = -8823567.009737
  nChanged 80
		SP:Iteration 18Q (39645.810000 sec): 3 clusters
  Score: Raw -8829044.742834 + Penalty 5436.113067 = -8823608.629767
  nChanged 69
		SP:Iteration 19Q (39646.410000 sec): 3 clusters
  Score: Raw -8829074.475085 + Penalty 5436.113067 = -8823638.362017
  nChanged 50
		SP:Iteration 20F (39647.010000 sec): 3 clusters
  Score: Raw -8829094.623204 + Penalty 5436.113067 = -8823658.510137
  nChanged 33
		SP:Iteration 21Q (39647.600000 sec): 3 clusters
  Score: Raw -8829110.238553 + Penalty 5436.113067 = -8823674.125486
  nChanged 24
		SP:Iteration 22Q (39648.260000 sec): 3 clusters
  Score: Raw -8829120.466543 + Penalty 5436.113067 = -8823684.353475
  nChanged 22
		SP:Iteration 23Q (39648.830000 sec): 3 clusters
  Score: Raw -8829127.039503 + Penalty 5436.113067 = -8823690.926435
  nChanged 12
		SP:Iteration 24Q (39649.310000 sec): 3 clusters
  Score: Raw -8829130.587266 + Penalty 5436.113067 = -8823694.474199
  nChanged 16
		SP:Iteration 25Q (39649.890000 sec): 3 clusters
  Score: Raw -8829134.989848 + Penalty 5436.113067 = -8823698.876781
  nChanged 18
		SP:Iteration 26Q (39650.490000 sec): 3 clusters
  Score: Raw -8829139.897894 + Penalty 5436.113067 = -8823703.784827
  nChanged 11
		SP:Iteration 27Q (39651.050000 sec): 3 clusters
  Score: Raw -8829142.686187 + Penalty 5436.113067 = -8823706.573119
  nChanged 9
		SP:Iteration 28Q (39651.590000 sec): 3 clusters
  Score: Raw -8829145.793387 + Penalty 5436.113067 = -8823709.680319
  nChanged 5
		SP:Iteration 29Q (39652.110000 sec): 3 clusters
  Score: Raw -8829147.760949 + Penalty 5436.113067 = -8823711.647882
  nChanged 5
		SP:Iteration 30Q (39652.730000 sec): 3 clusters
  Score: Raw -8829148.936964 + Penalty 5436.113067 = -8823712.823896
  nChanged 3
		SP:Iteration 31Q (39653.370000 sec): 3 clusters
  Score: Raw -8829150.252662 + Penalty 5436.113067 = -8823714.139595
  nChanged 4
		SP:Iteration 32Q (39653.950000 sec): 3 clusters
  Score: Raw -8829150.964224 + Penalty 5436.113067 = -8823714.851156
  nChanged 1
		SP:Iteration 33Q (39654.540000 sec): 3 clusters
  Score: Raw -8829151.330113 + Penalty 5436.113067 = -8823715.217046
  nChanged 0
		SP:Iteration 34F (39655.060000 sec): 3 clusters
  Score: Raw -8829151.330113 + Penalty 5436.113067 = -8823715.217046
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (6825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39655.190000 sec): 2 clusters
  Score: Raw -1062192.392529 + Penalty 2189.430210 = -1060002.962319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39655.450000 sec): 3 clusters
  Score: Raw -1058682.672157 + Penalty 4378.860420 = -1054303.811738
  nChanged 2706
		SP:Iteration 1F (39655.600000 sec): 3 clusters
  Score: Raw -1060209.818154 + Penalty 4378.860420 = -1055830.957735
  nChanged 569
		SP:Iteration 2F (39655.760000 sec): 3 clusters
  Score: Raw -1060577.510375 + Penalty 4378.860420 = -1056198.649956
  nChanged 488
		SP:Iteration 3F (39655.970000 sec): 3 clusters
  Score: Raw -1060984.659113 + Penalty 4378.860420 = -1056605.798694
  nChanged 516
		SP:Iteration 4F (39656.180000 sec): 3 clusters
  Score: Raw -1061545.366134 + Penalty 4378.860420 = -1057166.505715
  nChanged 535
		SP:Iteration 5F (39656.370000 sec): 3 clusters
  Score: Raw -1062165.261882 + Penalty 4378.860420 = -1057786.401463
  nChanged 486
		SP:Iteration 6F (39656.610000 sec): 3 clusters
  Score: Raw -1062682.473792 + Penalty 4378.860420 = -1058303.613373
  nChanged 364
		SP:Iteration 7F (39656.790000 sec): 3 clusters
  Score: Raw -1063001.818332 + Penalty 4378.860420 = -1058622.957912
  nChanged 287
		SP:Iteration 8Q (39657.090000 sec): 3 clusters
  Score: Raw -1063218.861206 + Penalty 4378.860420 = -1058840.000787
  nChanged 229
		SP:Iteration 9Q (39657.280000 sec): 3 clusters
  Score: Raw -1063386.831430 + Penalty 4378.860420 = -1059007.971010
  nChanged 177
		SP:Iteration 10Q (39657.550000 sec): 3 clusters
  Score: Raw -1063498.731178 + Penalty 4378.860420 = -1059119.870758
  nChanged 141
		SP:Iteration 11Q (39657.750000 sec): 3 clusters
  Score: Raw -1063568.083073 + Penalty 4378.860420 = -1059189.222653
  nChanged 100
		SP:Iteration 12Q (39657.970000 sec): 3 clusters
  Score: Raw -1063612.950241 + Penalty 4378.860420 = -1059234.089821
  nChanged 74
		SP:Iteration 13Q (39658.200000 sec): 3 clusters
  Score: Raw -1063639.710553 + Penalty 4378.860420 = -1059260.850134
  nChanged 63
		SP:Iteration 14Q (39658.410000 sec): 3 clusters
  Score: Raw -1063664.504866 + Penalty 4378.860420 = -1059285.644446
  nChanged 60
		SP:Iteration 15Q (39658.590000 sec): 3 clusters
  Score: Raw -1063690.463444 + Penalty 4378.860420 = -1059311.603025
  nChanged 57
		SP:Iteration 16Q (39658.860000 sec): 3 clusters
  Score: Raw -1063716.202505 + Penalty 4378.860420 = -1059337.342085
  nChanged 58
		SP:Iteration 17Q (39659.110000 sec): 3 clusters
  Score: Raw -1063739.490436 + Penalty 4378.860420 = -1059360.630016
  nChanged 60
		SP:Iteration 18Q (39659.350000 sec): 3 clusters
  Score: Raw -1063761.411720 + Penalty 4378.860420 = -1059382.551301
  nChanged 58
		SP:Iteration 19Q (39659.560000 sec): 3 clusters
  Score: Raw -1063779.945142 + Penalty 4378.860420 = -1059401.084722
  nChanged 43
		SP:Iteration 20F (39659.780000 sec): 3 clusters
  Score: Raw -1063793.977298 + Penalty 4378.860420 = -1059415.116878
  nChanged 38
		SP:Iteration 21Q (39659.970000 sec): 3 clusters
  Score: Raw -1063805.915024 + Penalty 4378.860420 = -1059427.054605
  nChanged 37
		SP:Iteration 22Q (39660.190000 sec): 3 clusters
  Score: Raw -1063815.800324 + Penalty 4378.860420 = -1059436.939904
  nChanged 29
		SP:Iteration 23Q (39660.350000 sec): 3 clusters
  Score: Raw -1063823.061638 + Penalty 4378.860420 = -1059444.201218
  nChanged 23
		SP:Iteration 24Q (39660.560000 sec): 3 clusters
  Score: Raw -1063829.119214 + Penalty 4378.860420 = -1059450.258794
  nChanged 16
		SP:Iteration 25Q (39660.750000 sec): 3 clusters
  Score: Raw -1063833.097778 + Penalty 4378.860420 = -1059454.237358
  nChanged 15
		SP:Iteration 26Q (39660.960000 sec): 3 clusters
  Score: Raw -1063837.265551 + Penalty 4378.860420 = -1059458.405131
  nChanged 12
		SP:Iteration 27Q (39661.150000 sec): 3 clusters
  Score: Raw -1063840.780172 + Penalty 4378.860420 = -1059461.919752
  nChanged 12
		SP:Iteration 28Q (39661.360000 sec): 3 clusters
  Score: Raw -1063843.476060 + Penalty 4378.860420 = -1059464.615640
  nChanged 14
		SP:Iteration 29Q (39661.590000 sec): 3 clusters
  Score: Raw -1063846.608836 + Penalty 4378.860420 = -1059467.748417
  nChanged 9
		SP:Iteration 30Q (39661.810000 sec): 3 clusters
  Score: Raw -1063848.413318 + Penalty 4378.860420 = -1059469.552899
  nChanged 7
		SP:Iteration 31Q (39661.990000 sec): 3 clusters
  Score: Raw -1063849.489437 + Penalty 4378.860420 = -1059470.629017
  nChanged 4
		SP:Iteration 32Q (39662.230000 sec): 3 clusters
  Score: Raw -1063850.379125 + Penalty 4378.860420 = -1059471.518705
  nChanged 3
		SP:Iteration 33Q (39662.410000 sec): 3 clusters
  Score: Raw -1063851.110937 + Penalty 4378.860420 = -1059472.250517
  nChanged 4
		SP:Iteration 34Q (39662.700000 sec): 3 clusters
  Score: Raw -1063851.636135 + Penalty 4378.860420 = -1059472.775715
  nChanged 2
		SP:Iteration 35Q (39662.950000 sec): 3 clusters
  Score: Raw -1063852.084290 + Penalty 4378.860420 = -1059473.223870
  nChanged 1
		SP:Iteration 36Q (39663.190000 sec): 3 clusters
  Score: Raw -1063852.270475 + Penalty 4378.860420 = -1059473.410056
  nChanged 1
		SP:Iteration 37Q (39663.370000 sec): 3 clusters
  Score: Raw -1063852.554448 + Penalty 4378.860420 = -1059473.694028
  nChanged 0
		SP:Iteration 38F (39663.580000 sec): 3 clusters
  Score: Raw -1063852.554448 + Penalty 4378.860420 = -1059473.694028
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39663.750000 sec): 2 clusters
  Score: Raw -384077.117818 + Penalty 1937.971109 = -382139.146709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39663.860000 sec): 3 clusters
  Score: Raw -383079.243857 + Penalty 3875.942218 = -379203.301639
  nChanged 816
		SP:Iteration 1F (39664.080000 sec): 3 clusters
  Score: Raw -383671.785199 + Penalty 3875.942218 = -379795.842981
  nChanged 185
		SP:Iteration 2F (39664.250000 sec): 3 clusters
  Score: Raw -383817.172844 + Penalty 3875.942218 = -379941.230625
  nChanged 117
		SP:Iteration 3Q (39664.420000 sec): 3 clusters
  Score: Raw -383902.177435 + Penalty 3875.942218 = -380026.235216
  nChanged 76
		SP:Iteration 4Q (39664.550000 sec): 3 clusters
  Score: Raw -383964.185716 + Penalty 3875.942218 = -380088.243498
  nChanged 65
		SP:Iteration 5Q (39664.700000 sec): 3 clusters
  Score: Raw -384011.082566 + Penalty 3875.942218 = -380135.140348
  nChanged 53
		SP:Iteration 6Q (39664.840000 sec): 3 clusters
  Score: Raw -384047.038026 + Penalty 3875.942218 = -380171.095807
  nChanged 37
		SP:Iteration 7Q (39664.980000 sec): 3 clusters
  Score: Raw -384067.185938 + Penalty 3875.942218 = -380191.243720
  nChanged 32
		SP:Iteration 8Q (39665.130000 sec): 3 clusters
  Score: Raw -384084.929513 + Penalty 3875.942218 = -380208.987294
  nChanged 33
		SP:Iteration 9Q (39665.290000 sec): 3 clusters
  Score: Raw -384110.130310 + Penalty 3875.942218 = -380234.188092
  nChanged 32
		SP:Iteration 10Q (39665.460000 sec): 3 clusters
  Score: Raw -384136.789156 + Penalty 3875.942218 = -380260.846937
  nChanged 38
		SP:Iteration 11Q (39665.640000 sec): 3 clusters
  Score: Raw -384160.017219 + Penalty 3875.942218 = -380284.075001
  nChanged 25
		SP:Iteration 12Q (39665.810000 sec): 3 clusters
  Score: Raw -384176.312201 + Penalty 3875.942218 = -380300.369983
  nChanged 30
		SP:Iteration 13Q (39665.990000 sec): 3 clusters
  Score: Raw -384193.852755 + Penalty 3875.942218 = -380317.910537
  nChanged 29
		SP:Iteration 14Q (39666.170000 sec): 3 clusters
  Score: Raw -384214.323873 + Penalty 3875.942218 = -380338.381654
  nChanged 33
		SP:Iteration 15Q (39666.380000 sec): 3 clusters
  Score: Raw -384236.304444 + Penalty 3875.942218 = -380360.362226
  nChanged 25
		SP:Iteration 16Q (39666.590000 sec): 3 clusters
  Score: Raw -384252.013977 + Penalty 3875.942218 = -380376.071759
  nChanged 11
		SP:Iteration 17Q (39666.820000 sec): 3 clusters
  Score: Raw -384258.659333 + Penalty 3875.942218 = -380382.717114
  nChanged 16
		SP:Iteration 18Q (39666.990000 sec): 3 clusters
  Score: Raw -384266.605249 + Penalty 3875.942218 = -380390.663030
  nChanged 11
		SP:Iteration 19Q (39667.160000 sec): 3 clusters
  Score: Raw -384271.778259 + Penalty 3875.942218 = -380395.836041
  nChanged 8
		SP:Iteration 20F (39667.350000 sec): 3 clusters
  Score: Raw -384275.088155 + Penalty 3875.942218 = -380399.145937
  nChanged 10
		SP:Iteration 21Q (39667.630000 sec): 3 clusters
  Score: Raw -384279.980324 + Penalty 3875.942218 = -380404.038106
  nChanged 6
		SP:Iteration 22Q (39667.810000 sec): 3 clusters
  Score: Raw -384283.161929 + Penalty 3875.942218 = -380407.219711
  nChanged 8
		SP:Iteration 23Q (39668.020000 sec): 3 clusters
  Score: Raw -384288.047986 + Penalty 3875.942218 = -380412.105767
  nChanged 6
		SP:Iteration 24Q (39668.200000 sec): 3 clusters
  Score: Raw -384290.195582 + Penalty 3875.942218 = -380414.253364
  nChanged 3
		SP:Iteration 25Q (39668.360000 sec): 3 clusters
  Score: Raw -384292.322552 + Penalty 3875.942218 = -380416.380333
  nChanged 3
		SP:Iteration 26Q (39668.520000 sec): 3 clusters
  Score: Raw -384295.196396 + Penalty 3875.942218 = -380419.254178
  nChanged 2
		SP:Iteration 27Q (39668.700000 sec): 3 clusters
  Score: Raw -384296.195930 + Penalty 3875.942218 = -380420.253711
  nChanged 1
		SP:Iteration 28Q (39668.880000 sec): 3 clusters
  Score: Raw -384296.846942 + Penalty 3875.942218 = -380420.904724
  nChanged 3
		SP:Iteration 29Q (39669.020000 sec): 3 clusters
  Score: Raw -384299.354548 + Penalty 3875.942218 = -380423.412330
  nChanged 8
		SP:Iteration 30Q (39669.300000 sec): 3 clusters
  Score: Raw -384303.386759 + Penalty 3875.942218 = -380427.444541
  nChanged 7
		SP:Iteration 31Q (39669.520000 sec): 3 clusters
  Score: Raw -384306.538186 + Penalty 3875.942218 = -380430.595967
  nChanged 8
		SP:Iteration 32Q (39669.720000 sec): 3 clusters
  Score: Raw -384309.853594 + Penalty 3875.942218 = -380433.911376
  nChanged 9
		SP:Iteration 33Q (39669.930000 sec): 3 clusters
  Score: Raw -384316.686340 + Penalty 3875.942218 = -380440.744122
  nChanged 9
		SP:Iteration 34Q (39670.130000 sec): 3 clusters
  Score: Raw -384321.157414 + Penalty 3875.942218 = -380445.215196
  nChanged 8
		SP:Iteration 35Q (39670.370000 sec): 3 clusters
  Score: Raw -384325.720324 + Penalty 3875.942218 = -380449.778106
  nChanged 10
		SP:Iteration 36Q (39670.600000 sec): 3 clusters
  Score: Raw -384330.973035 + Penalty 3875.942218 = -380455.030816
  nChanged 13
		SP:Iteration 37Q (39670.800000 sec): 3 clusters
  Score: Raw -384336.744798 + Penalty 3875.942218 = -380460.802580
  nChanged 6
		SP:Iteration 38Q (39671.010000 sec): 3 clusters
  Score: Raw -384339.382586 + Penalty 3875.942218 = -380463.440368
  nChanged 4
		SP:Iteration 39Q (39671.230000 sec): 3 clusters
  Score: Raw -384341.616112 + Penalty 3875.942218 = -380465.673894
  nChanged 5
		SP:Iteration 40F (39671.390000 sec): 3 clusters
  Score: Raw -384343.785484 + Penalty 3875.942218 = -380467.843266
  nChanged 3
		SP:Iteration 41Q (39671.580000 sec): 3 clusters
  Score: Raw -384346.634847 + Penalty 3875.942218 = -380470.692628
  nChanged 2
		SP:Iteration 42Q (39671.740000 sec): 3 clusters
  Score: Raw -384348.399065 + Penalty 3875.942218 = -380472.456847
  nChanged 3
		SP:Iteration 43Q (39671.910000 sec): 3 clusters
  Score: Raw -384350.362698 + Penalty 3875.942218 = -380474.420480
  nChanged 3
		SP:Iteration 44Q (39672.120000 sec): 3 clusters
  Score: Raw -384352.185518 + Penalty 3875.942218 = -380476.243300
  nChanged 4
		SP:Iteration 45Q (39672.290000 sec): 3 clusters
  Score: Raw -384353.917185 + Penalty 3875.942218 = -380477.974967
  nChanged 3
		SP:Iteration 46Q (39672.490000 sec): 3 clusters
  Score: Raw -384355.069275 + Penalty 3875.942218 = -380479.127057
  nChanged 3
		SP:Iteration 47Q (39672.690000 sec): 3 clusters
  Score: Raw -384356.263247 + Penalty 3875.942218 = -380480.321028
  nChanged 2
		SP:Iteration 48Q (39672.890000 sec): 3 clusters
  Score: Raw -384357.510740 + Penalty 3875.942218 = -380481.568522
  nChanged 2
		SP:Iteration 49Q (39673.090000 sec): 3 clusters
  Score: Raw -384358.217753 + Penalty 3875.942218 = -380482.275535
  nChanged 1
		SP:Iteration 50Q (39673.310000 sec): 3 clusters
  Score: Raw -384358.505448 + Penalty 3875.942218 = -380482.563229
  nChanged 2
		SP:Iteration 51Q (39673.450000 sec): 3 clusters
  Score: Raw -384359.814194 + Penalty 3875.942218 = -380483.871976
  nChanged 3
		SP:Iteration 52Q (39673.600000 sec): 3 clusters
  Score: Raw -384360.880527 + Penalty 3875.942218 = -380484.938309
  nChanged 4
		SP:Iteration 53Q (39673.740000 sec): 3 clusters
  Score: Raw -384362.201217 + Penalty 3875.942218 = -380486.258999
  nChanged 0
		SP:Iteration 54F (39673.880000 sec): 3 clusters
  Score: Raw -384362.201217 + Penalty 3875.942218 = -380486.258999
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (3702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39674.030000 sec): 2 clusters
  Score: Raw -543924.004321 + Penalty 2037.723866 = -541886.280455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39674.230000 sec): 3 clusters
  Score: Raw -542374.193213 + Penalty 4075.447733 = -538298.745480
  nChanged 1336
		SP:Iteration 1F (39674.480000 sec): 3 clusters
  Score: Raw -543227.539351 + Penalty 4075.447733 = -539152.091619
  nChanged 293
		SP:Iteration 2F (39674.700000 sec): 3 clusters
  Score: Raw -543437.757083 + Penalty 4075.447733 = -539362.309350
  nChanged 204
		SP:Iteration 3F (39674.880000 sec): 3 clusters
  Score: Raw -543599.123985 + Penalty 4075.447733 = -539523.676252
  nChanged 167
		SP:Iteration 4Q (39675.070000 sec): 3 clusters
  Score: Raw -543725.946291 + Penalty 4075.447733 = -539650.498558
  nChanged 135
		SP:Iteration 5Q (39675.260000 sec): 3 clusters
  Score: Raw -543822.920679 + Penalty 4075.447733 = -539747.472947
  nChanged 128
		SP:Iteration 6Q (39675.460000 sec): 3 clusters
  Score: Raw -543937.051057 + Penalty 4075.447733 = -539861.603324
  nChanged 129
		SP:Iteration 7Q (39675.680000 sec): 3 clusters
  Score: Raw -544054.286982 + Penalty 4075.447733 = -539978.839250
  nChanged 143
		SP:Iteration 8Q (39675.830000 sec): 3 clusters
  Score: Raw -544174.614685 + Penalty 4075.447733 = -540099.166953
  nChanged 117
		SP:Iteration 9Q (39676.020000 sec): 3 clusters
  Score: Raw -544281.174876 + Penalty 4075.447733 = -540205.727143
  nChanged 126
		SP:Iteration 10Q (39676.240000 sec): 3 clusters
  Score: Raw -544418.431628 + Penalty 4075.447733 = -540342.983895
  nChanged 133
		SP:Iteration 11Q (39676.440000 sec): 3 clusters
  Score: Raw -544596.674614 + Penalty 4075.447733 = -540521.226882
  nChanged 154
		SP:Iteration 12Q (39676.640000 sec): 3 clusters
  Score: Raw -544826.954434 + Penalty 4075.447733 = -540751.506702
  nChanged 177
		SP:Iteration 13Q (39676.820000 sec): 3 clusters
  Score: Raw -545066.266382 + Penalty 4075.447733 = -540990.818649
  nChanged 146
		SP:Iteration 14Q (39677.000000 sec): 3 clusters
  Score: Raw -545280.018823 + Penalty 4075.447733 = -541204.571091
  nChanged 126
		SP:Iteration 15Q (39677.180000 sec): 3 clusters
  Score: Raw -545443.999333 + Penalty 4075.447733 = -541368.551600
  nChanged 89
		SP:Iteration 16Q (39677.360000 sec): 3 clusters
  Score: Raw -545551.749762 + Penalty 4075.447733 = -541476.302030
  nChanged 57
		SP:Iteration 17Q (39677.570000 sec): 3 clusters
  Score: Raw -545598.425864 + Penalty 4075.447733 = -541522.978132
  nChanged 36
		SP:Iteration 18Q (39677.780000 sec): 3 clusters
  Score: Raw -545626.174246 + Penalty 4075.447733 = -541550.726513
  nChanged 24
		SP:Iteration 19Q (39677.970000 sec): 3 clusters
  Score: Raw -545639.526427 + Penalty 4075.447733 = -541564.078694
  nChanged 12
		SP:Iteration 20F (39678.180000 sec): 3 clusters
  Score: Raw -545648.054924 + Penalty 4075.447733 = -541572.607191
  nChanged 8
		SP:Iteration 21Q (39678.330000 sec): 3 clusters
  Score: Raw -545653.815274 + Penalty 4075.447733 = -541578.367542
  nChanged 7
		SP:Iteration 22Q (39678.510000 sec): 3 clusters
  Score: Raw -545659.330918 + Penalty 4075.447733 = -541583.883186
  nChanged 9
		SP:Iteration 23Q (39678.720000 sec): 3 clusters
  Score: Raw -545666.939460 + Penalty 4075.447733 = -541591.491727
  nChanged 7
		SP:Iteration 24Q (39678.900000 sec): 3 clusters
  Score: Raw -545671.052856 + Penalty 4075.447733 = -541595.605124
  nChanged 6
		SP:Iteration 25Q (39679.100000 sec): 3 clusters
  Score: Raw -545673.332047 + Penalty 4075.447733 = -541597.884315
  nChanged 2
		SP:Iteration 26Q (39679.340000 sec): 3 clusters
  Score: Raw -545673.973685 + Penalty 4075.447733 = -541598.525952
  nChanged 1
		SP:Iteration 27Q (39679.540000 sec): 3 clusters
  Score: Raw -545674.313574 + Penalty 4075.447733 = -541598.865842
  nChanged 2
		SP:Iteration 28Q (39679.710000 sec): 3 clusters
  Score: Raw -545675.002686 + Penalty 4075.447733 = -541599.554953
  nChanged 4
		SP:Iteration 29Q (39679.910000 sec): 3 clusters
  Score: Raw -545676.296555 + Penalty 4075.447733 = -541600.848822
  nChanged 1
		SP:Iteration 30Q (39680.090000 sec): 3 clusters
  Score: Raw -545676.527711 + Penalty 4075.447733 = -541601.079978
  nChanged 1
		SP:Iteration 31Q (39680.290000 sec): 3 clusters
  Score: Raw -545676.733256 + Penalty 4075.447733 = -541601.285524
  nChanged 0
		SP:Iteration 32F (39680.490000 sec): 3 clusters
  Score: Raw -545676.733256 + Penalty 4075.447733 = -541601.285524
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (17965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39680.780000 sec): 2 clusters
  Score: Raw -2876319.043369 + Penalty 2429.452813 = -2873889.590556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39681.060000 sec): 3 clusters
  Score: Raw -2865931.999353 + Penalty 4858.905627 = -2861073.093727
  nChanged 7834
		SP:Iteration 1F (39681.380000 sec): 3 clusters
  Score: Raw -2870348.164818 + Penalty 4858.905627 = -2865489.259191
  nChanged 1184
		SP:Iteration 2F (39681.620000 sec): 3 clusters
  Score: Raw -2871112.143796 + Penalty 4858.905627 = -2866253.238169
  nChanged 1228
		SP:Iteration 3F (39681.880000 sec): 3 clusters
  Score: Raw -2871960.539182 + Penalty 4858.905627 = -2867101.633555
  nChanged 1285
		SP:Iteration 4F (39682.200000 sec): 3 clusters
  Score: Raw -2872898.152720 + Penalty 4858.905627 = -2868039.247093
  nChanged 1295
		SP:Iteration 5F (39682.470000 sec): 3 clusters
  Score: Raw -2873921.077370 + Penalty 4858.905627 = -2869062.171743
  nChanged 1204
		SP:Iteration 6F (39682.820000 sec): 3 clusters
  Score: Raw -2874889.120314 + Penalty 4858.905627 = -2870030.214687
  nChanged 997
		SP:Iteration 7F (39683.170000 sec): 3 clusters
  Score: Raw -2875705.753938 + Penalty 4858.905627 = -2870846.848311
  nChanged 840
		SP:Iteration 8Q (39683.480000 sec): 3 clusters
  Score: Raw -2876481.617139 + Penalty 4858.905627 = -2871622.711512
  nChanged 648
		SP:Iteration 9Q (39683.780000 sec): 3 clusters
  Score: Raw -2877052.495176 + Penalty 4858.905627 = -2872193.589549
  nChanged 409
		SP:Iteration 10Q (39684.160000 sec): 3 clusters
  Score: Raw -2877299.789953 + Penalty 4858.905627 = -2872440.884326
  nChanged 231
		SP:Iteration 11Q (39684.450000 sec): 3 clusters
  Score: Raw -2877382.028849 + Penalty 4858.905627 = -2872523.123222
  nChanged 144
		SP:Iteration 12Q (39684.750000 sec): 3 clusters
  Score: Raw -2877423.490051 + Penalty 4858.905627 = -2872564.584424
  nChanged 101
		SP:Iteration 13Q (39685.060000 sec): 3 clusters
  Score: Raw -2877451.079360 + Penalty 4858.905627 = -2872592.173733
  nChanged 84
		SP:Iteration 14Q (39685.320000 sec): 3 clusters
  Score: Raw -2877468.594803 + Penalty 4858.905627 = -2872609.689176
  nChanged 52
		SP:Iteration 15Q (39685.610000 sec): 3 clusters
  Score: Raw -2877478.213356 + Penalty 4858.905627 = -2872619.307729
  nChanged 41
		SP:Iteration 16Q (39685.940000 sec): 3 clusters
  Score: Raw -2877484.908073 + Penalty 4858.905627 = -2872626.002446
  nChanged 40
		SP:Iteration 17Q (39686.230000 sec): 3 clusters
  Score: Raw -2877492.979740 + Penalty 4858.905627 = -2872634.074113
  nChanged 32
		SP:Iteration 18Q (39686.540000 sec): 3 clusters
  Score: Raw -2877498.514219 + Penalty 4858.905627 = -2872639.608592
  nChanged 36
		SP:Iteration 19Q (39686.820000 sec): 3 clusters
  Score: Raw -2877503.624626 + Penalty 4858.905627 = -2872644.718999
  nChanged 27
		SP:Iteration 20F (39687.100000 sec): 3 clusters
  Score: Raw -2877507.453068 + Penalty 4858.905627 = -2872648.547441
  nChanged 24
		SP:Iteration 21Q (39687.350000 sec): 3 clusters
  Score: Raw -2877510.745383 + Penalty 4858.905627 = -2872651.839756
  nChanged 15
		SP:Iteration 22Q (39687.610000 sec): 3 clusters
  Score: Raw -2877512.280442 + Penalty 4858.905627 = -2872653.374815
  nChanged 7
		SP:Iteration 23Q (39687.880000 sec): 3 clusters
  Score: Raw -2877512.877565 + Penalty 4858.905627 = -2872653.971938
  nChanged 5
		SP:Iteration 24Q (39688.140000 sec): 3 clusters
  Score: Raw -2877513.611449 + Penalty 4858.905627 = -2872654.705822
  nChanged 6
		SP:Iteration 25Q (39688.410000 sec): 3 clusters
  Score: Raw -2877514.523852 + Penalty 4858.905627 = -2872655.618225
  nChanged 6
		SP:Iteration 26Q (39688.740000 sec): 3 clusters
  Score: Raw -2877515.378181 + Penalty 4858.905627 = -2872656.472554
  nChanged 5
		SP:Iteration 27Q (39689.010000 sec): 3 clusters
  Score: Raw -2877515.802101 + Penalty 4858.905627 = -2872656.896474
  nChanged 4
		SP:Iteration 28Q (39689.270000 sec): 3 clusters
  Score: Raw -2877516.336279 + Penalty 4858.905627 = -2872657.430652
  nChanged 6
		SP:Iteration 29Q (39689.540000 sec): 3 clusters
  Score: Raw -2877516.831485 + Penalty 4858.905627 = -2872657.925858
  nChanged 3
		SP:Iteration 30Q (39689.800000 sec): 3 clusters
  Score: Raw -2877517.094253 + Penalty 4858.905627 = -2872658.188626
  nChanged 4
		SP:Iteration 31Q (39690.090000 sec): 3 clusters
  Score: Raw -2877517.505046 + Penalty 4858.905627 = -2872658.599419
  nChanged 4
		SP:Iteration 32Q (39690.410000 sec): 3 clusters
  Score: Raw -2877517.981888 + Penalty 4858.905627 = -2872659.076261
  nChanged 7
		SP:Iteration 33Q (39690.680000 sec): 3 clusters
  Score: Raw -2877518.780841 + Penalty 4858.905627 = -2872659.875214
  nChanged 6
		SP:Iteration 34Q (39690.980000 sec): 3 clusters
  Score: Raw -2877519.704458 + Penalty 4858.905627 = -2872660.798831
  nChanged 6
		SP:Iteration 35Q (39691.290000 sec): 3 clusters
  Score: Raw -2877520.293477 + Penalty 4858.905627 = -2872661.387850
  nChanged 5
		SP:Iteration 36Q (39691.520000 sec): 3 clusters
  Score: Raw -2877520.758341 + Penalty 4858.905627 = -2872661.852714
  nChanged 7
		SP:Iteration 37Q (39691.810000 sec): 3 clusters
  Score: Raw -2877521.652202 + Penalty 4858.905627 = -2872662.746575
  nChanged 6
		SP:Iteration 38Q (39692.050000 sec): 3 clusters
  Score: Raw -2877522.419439 + Penalty 4858.905627 = -2872663.513812
  nChanged 4
		SP:Iteration 39Q (39692.350000 sec): 3 clusters
  Score: Raw -2877522.959871 + Penalty 4858.905627 = -2872664.054244
  nChanged 3
		SP:Iteration 40F (39692.710000 sec): 3 clusters
  Score: Raw -2877523.445917 + Penalty 4858.905627 = -2872664.540290
  nChanged 5
		SP:Iteration 41Q (39693.030000 sec): 3 clusters
  Score: Raw -2877523.846233 + Penalty 4858.905627 = -2872664.940606
  nChanged 4
		SP:Iteration 42Q (39693.320000 sec): 3 clusters
  Score: Raw -2877524.077596 + Penalty 4858.905627 = -2872665.171969
  nChanged 4
		SP:Iteration 43Q (39693.630000 sec): 3 clusters
  Score: Raw -2877524.341660 + Penalty 4858.905627 = -2872665.436033
  nChanged 1
		SP:Iteration 44Q (39693.920000 sec): 3 clusters
  Score: Raw -2877524.524122 + Penalty 4858.905627 = -2872665.618495
  nChanged 1
		SP:Iteration 45Q (39694.220000 sec): 3 clusters
  Score: Raw -2877524.730588 + Penalty 4858.905627 = -2872665.824961
  nChanged 1
		SP:Iteration 46Q (39694.530000 sec): 3 clusters
  Score: Raw -2877524.773298 + Penalty 4858.905627 = -2872665.867671
  nChanged 0
		SP:Iteration 47F (39694.850000 sec): 3 clusters
  Score: Raw -2877524.773298 + Penalty 4858.905627 = -2872665.867671
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (11411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39695.010000 sec): 2 clusters
  Score: Raw -1718883.875064 + Penalty 2316.898604 = -1716566.976459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39695.270000 sec): 3 clusters
  Score: Raw -1712687.219983 + Penalty 4633.797208 = -1708053.422774
  nChanged 4790
		SP:Iteration 1F (39695.570000 sec): 3 clusters
  Score: Raw -1715277.968186 + Penalty 4633.797208 = -1710644.170978
  nChanged 758
		SP:Iteration 2F (39695.730000 sec): 3 clusters
  Score: Raw -1715677.524989 + Penalty 4633.797208 = -1711043.727780
  nChanged 638
		SP:Iteration 3F (39695.950000 sec): 3 clusters
  Score: Raw -1716015.023135 + Penalty 4633.797208 = -1711381.225926
  nChanged 577
		SP:Iteration 4F (39696.190000 sec): 3 clusters
  Score: Raw -1716409.734711 + Penalty 4633.797208 = -1711775.937502
  nChanged 668
		SP:Iteration 5F (39696.420000 sec): 3 clusters
  Score: Raw -1716939.670034 + Penalty 4633.797208 = -1712305.872825
  nChanged 742
		SP:Iteration 6F (39696.680000 sec): 3 clusters
  Score: Raw -1717643.226167 + Penalty 4633.797208 = -1713009.428959
  nChanged 752
		SP:Iteration 7F (39696.980000 sec): 3 clusters
  Score: Raw -1718284.692402 + Penalty 4633.797208 = -1713650.895194
  nChanged 642
		SP:Iteration 8F (39697.240000 sec): 3 clusters
  Score: Raw -1718792.290638 + Penalty 4633.797208 = -1714158.493430
  nChanged 498
		SP:Iteration 9Q (39697.450000 sec): 3 clusters
  Score: Raw -1719123.678934 + Penalty 4633.797208 = -1714489.881726
  nChanged 378
		SP:Iteration 10Q (39697.690000 sec): 3 clusters
  Score: Raw -1719341.996079 + Penalty 4633.797208 = -1714708.198870
  nChanged 264
		SP:Iteration 11Q (39697.910000 sec): 3 clusters
  Score: Raw -1719495.106544 + Penalty 4633.797208 = -1714861.309336
  nChanged 227
		SP:Iteration 12Q (39698.220000 sec): 3 clusters
  Score: Raw -1719630.829612 + Penalty 4633.797208 = -1714997.032403
  nChanged 218
		SP:Iteration 13Q (39698.420000 sec): 3 clusters
  Score: Raw -1719753.237244 + Penalty 4633.797208 = -1715119.440036
  nChanged 183
		SP:Iteration 14Q (39698.610000 sec): 3 clusters
  Score: Raw -1719847.008729 + Penalty 4633.797208 = -1715213.211520
  nChanged 150
		SP:Iteration 15Q (39698.850000 sec): 3 clusters
  Score: Raw -1719926.613194 + Penalty 4633.797208 = -1715292.815985
  nChanged 138
		SP:Iteration 16Q (39699.040000 sec): 3 clusters
  Score: Raw -1719990.272617 + Penalty 4633.797208 = -1715356.475408
  nChanged 128
		SP:Iteration 17Q (39699.250000 sec): 3 clusters
  Score: Raw -1720044.775425 + Penalty 4633.797208 = -1715410.978217
  nChanged 106
		SP:Iteration 18Q (39699.540000 sec): 3 clusters
  Score: Raw -1720086.288018 + Penalty 4633.797208 = -1715452.490809
  nChanged 104
		SP:Iteration 19Q (39699.730000 sec): 3 clusters
  Score: Raw -1720123.045568 + Penalty 4633.797208 = -1715489.248360
  nChanged 73
		SP:Iteration 20F (39700.000000 sec): 3 clusters
  Score: Raw -1720152.555197 + Penalty 4633.797208 = -1715518.757989
  nChanged 76
		SP:Iteration 21Q (39700.290000 sec): 3 clusters
  Score: Raw -1720183.155010 + Penalty 4633.797208 = -1715549.357801
  nChanged 87
		SP:Iteration 22Q (39700.490000 sec): 3 clusters
  Score: Raw -1720220.049023 + Penalty 4633.797208 = -1715586.251815
  nChanged 81
		SP:Iteration 23Q (39700.740000 sec): 3 clusters
  Score: Raw -1720247.432878 + Penalty 4633.797208 = -1715613.635669
  nChanged 69
		SP:Iteration 24Q (39701.010000 sec): 3 clusters
  Score: Raw -1720273.651589 + Penalty 4633.797208 = -1715639.854381
  nChanged 62
		SP:Iteration 25Q (39701.220000 sec): 3 clusters
  Score: Raw -1720300.360505 + Penalty 4633.797208 = -1715666.563297
  nChanged 58
		SP:Iteration 26Q (39701.430000 sec): 3 clusters
  Score: Raw -1720325.696907 + Penalty 4633.797208 = -1715691.899698
  nChanged 57
		SP:Iteration 27Q (39701.710000 sec): 3 clusters
  Score: Raw -1720348.332767 + Penalty 4633.797208 = -1715714.535559
  nChanged 51
		SP:Iteration 28Q (39701.980000 sec): 3 clusters
  Score: Raw -1720366.029414 + Penalty 4633.797208 = -1715732.232206
  nChanged 55
		SP:Iteration 29Q (39702.270000 sec): 3 clusters
  Score: Raw -1720384.789007 + Penalty 4633.797208 = -1715750.991798
  nChanged 44
		SP:Iteration 30Q (39702.510000 sec): 3 clusters
  Score: Raw -1720400.651953 + Penalty 4633.797208 = -1715766.854744
  nChanged 36
		SP:Iteration 31Q (39702.800000 sec): 3 clusters
  Score: Raw -1720415.072919 + Penalty 4633.797208 = -1715781.275711
  nChanged 41
		SP:Iteration 32Q (39703.020000 sec): 3 clusters
  Score: Raw -1720432.504984 + Penalty 4633.797208 = -1715798.707776
  nChanged 41
		SP:Iteration 33Q (39703.260000 sec): 3 clusters
  Score: Raw -1720450.203841 + Penalty 4633.797208 = -1715816.406632
  nChanged 38
		SP:Iteration 34Q (39703.540000 sec): 3 clusters
  Score: Raw -1720464.433129 + Penalty 4633.797208 = -1715830.635920
  nChanged 34
		SP:Iteration 35Q (39703.810000 sec): 3 clusters
  Score: Raw -1720477.453089 + Penalty 4633.797208 = -1715843.655881
  nChanged 24
		SP:Iteration 36Q (39704.060000 sec): 3 clusters
  Score: Raw -1720487.924620 + Penalty 4633.797208 = -1715854.127412
  nChanged 25
		SP:Iteration 37Q (39704.300000 sec): 3 clusters
  Score: Raw -1720497.356488 + Penalty 4633.797208 = -1715863.559279
  nChanged 19
		SP:Iteration 38Q (39704.570000 sec): 3 clusters
  Score: Raw -1720503.199951 + Penalty 4633.797208 = -1715869.402743
  nChanged 12
		SP:Iteration 39Q (39704.790000 sec): 3 clusters
  Score: Raw -1720508.824104 + Penalty 4633.797208 = -1715875.026896
  nChanged 10
		SP:Iteration 40F (39705.030000 sec): 3 clusters
  Score: Raw -1720511.897763 + Penalty 4633.797208 = -1715878.100554
  nChanged 9
		SP:Iteration 41Q (39705.320000 sec): 3 clusters
  Score: Raw -1720515.004690 + Penalty 4633.797208 = -1715881.207482
  nChanged 7
		SP:Iteration 42Q (39705.530000 sec): 3 clusters
  Score: Raw -1720517.513225 + Penalty 4633.797208 = -1715883.716016
  nChanged 8
		SP:Iteration 43Q (39705.800000 sec): 3 clusters
  Score: Raw -1720519.688925 + Penalty 4633.797208 = -1715885.891717
  nChanged 14
		SP:Iteration 44Q (39706.020000 sec): 3 clusters
  Score: Raw -1720523.718902 + Penalty 4633.797208 = -1715889.921693
  nChanged 7
		SP:Iteration 45Q (39706.240000 sec): 3 clusters
  Score: Raw -1720525.587131 + Penalty 4633.797208 = -1715891.789922
  nChanged 7
		SP:Iteration 46Q (39706.540000 sec): 3 clusters
  Score: Raw -1720528.397825 + Penalty 4633.797208 = -1715894.600616
  nChanged 10
		SP:Iteration 47Q (39706.760000 sec): 3 clusters
  Score: Raw -1720531.641020 + Penalty 4633.797208 = -1715897.843812
  nChanged 11
		SP:Iteration 48Q (39706.970000 sec): 3 clusters
  Score: Raw -1720534.410386 + Penalty 4633.797208 = -1715900.613177
  nChanged 4
		SP:Iteration 49Q (39707.200000 sec): 3 clusters
  Score: Raw -1720535.237945 + Penalty 4633.797208 = -1715901.440737
  nChanged 7
		SP:Iteration 50Q (39707.460000 sec): 3 clusters
  Score: Raw -1720538.361638 + Penalty 4633.797208 = -1715904.564429
  nChanged 10
		SP:Iteration 51Q (39707.740000 sec): 3 clusters
  Score: Raw -1720543.210813 + Penalty 4633.797208 = -1715909.413605
  nChanged 16
		SP:Iteration 52Q (39707.950000 sec): 3 clusters
  Score: Raw -1720551.684403 + Penalty 4633.797208 = -1715917.887195
  nChanged 19
		SP:Iteration 53Q (39708.230000 sec): 3 clusters
  Score: Raw -1720563.161152 + Penalty 4633.797208 = -1715929.363943
  nChanged 19
		SP:Iteration 54Q (39708.540000 sec): 3 clusters
  Score: Raw -1720572.927033 + Penalty 4633.797208 = -1715939.129824
  nChanged 21
		SP:Iteration 55Q (39708.770000 sec): 3 clusters
  Score: Raw -1720581.889753 + Penalty 4633.797208 = -1715948.092545
  nChanged 26
		SP:Iteration 56Q (39708.990000 sec): 3 clusters
  Score: Raw -1720599.178087 + Penalty 4633.797208 = -1715965.380878
  nChanged 29
		SP:Iteration 57Q (39709.300000 sec): 3 clusters
  Score: Raw -1720622.471982 + Penalty 4633.797208 = -1715988.674774
  nChanged 44
		SP:Iteration 58Q (39709.560000 sec): 3 clusters
  Score: Raw -1720657.323623 + Penalty 4633.797208 = -1716023.526414
  nChanged 40
		SP:Iteration 59Q (39709.760000 sec): 3 clusters
  Score: Raw -1720681.268917 + Penalty 4633.797208 = -1716047.471708
  nChanged 35
		SP:Iteration 60F (39709.980000 sec): 3 clusters
  Score: Raw -1720712.650625 + Penalty 4633.797208 = -1716078.853416
  nChanged 35
		SP:Iteration 61Q (39710.250000 sec): 3 clusters
  Score: Raw -1720740.013459 + Penalty 4633.797208 = -1716106.216251
  nChanged 35
		SP:Iteration 62Q (39710.470000 sec): 3 clusters
  Score: Raw -1720764.146819 + Penalty 4633.797208 = -1716130.349611
  nChanged 27
		SP:Iteration 63Q (39710.680000 sec): 3 clusters
  Score: Raw -1720780.207384 + Penalty 4633.797208 = -1716146.410175
  nChanged 19
		SP:Iteration 64Q (39710.970000 sec): 3 clusters
  Score: Raw -1720792.576268 + Penalty 4633.797208 = -1716158.779060
  nChanged 26
		SP:Iteration 65Q (39711.180000 sec): 3 clusters
  Score: Raw -1720812.596939 + Penalty 4633.797208 = -1716178.799730
  nChanged 25
		SP:Iteration 66Q (39711.430000 sec): 3 clusters
  Score: Raw -1720829.665450 + Penalty 4633.797208 = -1716195.868241
  nChanged 25
		SP:Iteration 67Q (39711.670000 sec): 3 clusters
  Score: Raw -1720846.136990 + Penalty 4633.797208 = -1716212.339782
  nChanged 20
		SP:Iteration 68Q (39711.950000 sec): 3 clusters
  Score: Raw -1720856.481512 + Penalty 4633.797208 = -1716222.684304
  nChanged 20
		SP:Iteration 69Q (39712.200000 sec): 3 clusters
  Score: Raw -1720867.762002 + Penalty 4633.797208 = -1716233.964793
  nChanged 21
		SP:Iteration 70Q (39712.370000 sec): 3 clusters
  Score: Raw -1720881.983966 + Penalty 4633.797208 = -1716248.186758
  nChanged 15
		SP:Iteration 71Q (39712.600000 sec): 3 clusters
  Score: Raw -1720893.229525 + Penalty 4633.797208 = -1716259.432317
  nChanged 14
		SP:Iteration 72Q (39712.860000 sec): 3 clusters
  Score: Raw -1720904.235348 + Penalty 4633.797208 = -1716270.438139
  nChanged 14
		SP:Iteration 73Q (39713.040000 sec): 3 clusters
  Score: Raw -1720916.024156 + Penalty 4633.797208 = -1716282.226947
  nChanged 9
		SP:Iteration 74Q (39713.270000 sec): 3 clusters
  Score: Raw -1720923.248229 + Penalty 4633.797208 = -1716289.451021
  nChanged 10
		SP:Iteration 75Q (39713.500000 sec): 3 clusters
  Score: Raw -1720930.434301 + Penalty 4633.797208 = -1716296.637093
  nChanged 11
		SP:Iteration 76Q (39713.730000 sec): 3 clusters
  Score: Raw -1720937.515007 + Penalty 4633.797208 = -1716303.717799
  nChanged 7
		SP:Iteration 77Q (39713.950000 sec): 3 clusters
  Score: Raw -1720941.002731 + Penalty 4633.797208 = -1716307.205522
  nChanged 6
		SP:Iteration 78Q (39714.180000 sec): 3 clusters
  Score: Raw -1720944.205144 + Penalty 4633.797208 = -1716310.407935
  nChanged 6
		SP:Iteration 79Q (39714.400000 sec): 3 clusters
  Score: Raw -1720946.954908 + Penalty 4633.797208 = -1716313.157700
  nChanged 3
		SP:Iteration 80F (39714.620000 sec): 3 clusters
  Score: Raw -1720948.077893 + Penalty 4633.797208 = -1716314.280684
  nChanged 3
		SP:Iteration 81Q (39714.850000 sec): 3 clusters
  Score: Raw -1720949.598933 + Penalty 4633.797208 = -1716315.801724
  nChanged 2
		SP:Iteration 82Q (39715.080000 sec): 3 clusters
  Score: Raw -1720952.133116 + Penalty 4633.797208 = -1716318.335908
  nChanged 5
		SP:Iteration 83Q (39715.270000 sec): 3 clusters
  Score: Raw -1720955.836342 + Penalty 4633.797208 = -1716322.039134
  nChanged 3
		SP:Iteration 84Q (39715.490000 sec): 3 clusters
  Score: Raw -1720958.569916 + Penalty 4633.797208 = -1716324.772707
  nChanged 3
		SP:Iteration 85Q (39715.750000 sec): 3 clusters
  Score: Raw -1720960.264594 + Penalty 4633.797208 = -1716326.467385
  nChanged 3
		SP:Iteration 86Q (39715.960000 sec): 3 clusters
  Score: Raw -1720961.207693 + Penalty 4633.797208 = -1716327.410485
  nChanged 2
		SP:Iteration 87Q (39716.230000 sec): 3 clusters
  Score: Raw -1720961.826667 + Penalty 4633.797208 = -1716328.029459
  nChanged 1
		SP:Iteration 88Q (39716.500000 sec): 3 clusters
  Score: Raw -1720962.219850 + Penalty 4633.797208 = -1716328.422642
  nChanged 1
		SP:Iteration 89Q (39716.700000 sec): 3 clusters
  Score: Raw -1720962.392170 + Penalty 4633.797208 = -1716328.594961
  nChanged 0
		SP:Iteration 90F (39716.990000 sec): 3 clusters
  Score: Raw -1720962.392170 + Penalty 4633.797208 = -1716328.594961
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (2805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39717.100000 sec): 2 clusters
  Score: Raw -421894.952943 + Penalty 1968.911387 = -419926.041556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39717.230000 sec): 3 clusters
  Score: Raw -420719.794131 + Penalty 3937.822774 = -416781.971357
  nChanged 989
		SP:Iteration 1F (39717.380000 sec): 3 clusters
  Score: Raw -421366.655854 + Penalty 3937.822774 = -417428.833080
  nChanged 262
		SP:Iteration 2F (39717.570000 sec): 3 clusters
  Score: Raw -421612.553101 + Penalty 3937.822774 = -417674.730327
  nChanged 177
		SP:Iteration 3F (39717.820000 sec): 3 clusters
  Score: Raw -421800.479713 + Penalty 3937.822774 = -417862.656940
  nChanged 163
		SP:Iteration 4F (39718.060000 sec): 3 clusters
  Score: Raw -421976.929159 + Penalty 3937.822774 = -418039.106386
  nChanged 148
		SP:Iteration 5F (39718.260000 sec): 3 clusters
  Score: Raw -422124.732767 + Penalty 3937.822774 = -418186.909993
  nChanged 141
		SP:Iteration 6F (39718.400000 sec): 3 clusters
  Score: Raw -422251.737789 + Penalty 3937.822774 = -418313.915015
  nChanged 101
		SP:Iteration 7Q (39718.580000 sec): 3 clusters
  Score: Raw -422336.699362 + Penalty 3937.822774 = -418398.876589
  nChanged 75
		SP:Iteration 8Q (39718.740000 sec): 3 clusters
  Score: Raw -422393.886163 + Penalty 3937.822774 = -418456.063389
  nChanged 59
		SP:Iteration 9Q (39718.900000 sec): 3 clusters
  Score: Raw -422435.685156 + Penalty 3937.822774 = -418497.862382
  nChanged 37
		SP:Iteration 10Q (39719.070000 sec): 3 clusters
  Score: Raw -422461.770520 + Penalty 3937.822774 = -418523.947746
  nChanged 39
		SP:Iteration 11Q (39719.210000 sec): 3 clusters
  Score: Raw -422489.198066 + Penalty 3937.822774 = -418551.375292
  nChanged 43
		SP:Iteration 12Q (39719.350000 sec): 3 clusters
  Score: Raw -422518.382851 + Penalty 3937.822774 = -418580.560077
  nChanged 25
		SP:Iteration 13Q (39719.530000 sec): 3 clusters
  Score: Raw -422532.214250 + Penalty 3937.822774 = -418594.391477
  nChanged 19
		SP:Iteration 14Q (39719.660000 sec): 3 clusters
  Score: Raw -422543.364224 + Penalty 3937.822774 = -418605.541450
  nChanged 15
		SP:Iteration 15Q (39719.840000 sec): 3 clusters
  Score: Raw -422551.687782 + Penalty 3937.822774 = -418613.865009
  nChanged 14
		SP:Iteration 16Q (39719.980000 sec): 3 clusters
  Score: Raw -422561.124892 + Penalty 3937.822774 = -418623.302118
  nChanged 10
		SP:Iteration 17Q (39720.120000 sec): 3 clusters
  Score: Raw -422566.199133 + Penalty 3937.822774 = -418628.376359
  nChanged 10
		SP:Iteration 18Q (39720.260000 sec): 3 clusters
  Score: Raw -422571.425704 + Penalty 3937.822774 = -418633.602930
  nChanged 7
		SP:Iteration 19Q (39720.420000 sec): 3 clusters
  Score: Raw -422576.740941 + Penalty 3937.822774 = -418638.918167
  nChanged 10
		SP:Iteration 20F (39720.590000 sec): 3 clusters
  Score: Raw -422582.483194 + Penalty 3937.822774 = -418644.660420
  nChanged 7
		SP:Iteration 21Q (39720.730000 sec): 3 clusters
  Score: Raw -422587.197146 + Penalty 3937.822774 = -418649.374372
  nChanged 4
		SP:Iteration 22Q (39720.910000 sec): 3 clusters
  Score: Raw -422589.846224 + Penalty 3937.822774 = -418652.023450
  nChanged 6
		SP:Iteration 23Q (39721.080000 sec): 3 clusters
  Score: Raw -422592.657802 + Penalty 3937.822774 = -418654.835028
  nChanged 3
		SP:Iteration 24Q (39721.260000 sec): 3 clusters
  Score: Raw -422594.043138 + Penalty 3937.822774 = -418656.220364
  nChanged 2
		SP:Iteration 25Q (39721.440000 sec): 3 clusters
  Score: Raw -422595.322463 + Penalty 3937.822774 = -418657.499689
  nChanged 1
		SP:Iteration 26Q (39721.620000 sec): 3 clusters
  Score: Raw -422595.639645 + Penalty 3937.822774 = -418657.816871
  nChanged 2
		SP:Iteration 27Q (39721.760000 sec): 3 clusters
  Score: Raw -422597.043662 + Penalty 3937.822774 = -418659.220889
  nChanged 2
		SP:Iteration 28Q (39721.910000 sec): 3 clusters
  Score: Raw -422598.815786 + Penalty 3937.822774 = -418660.993012
  nChanged 1
		SP:Iteration 29Q (39722.030000 sec): 3 clusters
  Score: Raw -422599.020656 + Penalty 3937.822774 = -418661.197882
  nChanged 0
		SP:Iteration 30F (39722.200000 sec): 3 clusters
  Score: Raw -422599.020656 + Penalty 3937.822774 = -418661.197882
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (3095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39722.330000 sec): 2 clusters
  Score: Raw -458650.180670 + Penalty 1993.310710 = -456656.869960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39722.520000 sec): 3 clusters
  Score: Raw -457307.163183 + Penalty 3986.621420 = -453320.541763
  nChanged 1118
		SP:Iteration 1F (39722.690000 sec): 3 clusters
  Score: Raw -458131.971039 + Penalty 3986.621420 = -454145.349620
  nChanged 306
		SP:Iteration 2F (39722.890000 sec): 3 clusters
  Score: Raw -458485.646949 + Penalty 3986.621420 = -454499.025529
  nChanged 276
		SP:Iteration 3F (39723.060000 sec): 3 clusters
  Score: Raw -458894.569785 + Penalty 3986.621420 = -454907.948365
  nChanged 257
		SP:Iteration 4F (39723.290000 sec): 3 clusters
  Score: Raw -459260.405015 + Penalty 3986.621420 = -455273.783596
  nChanged 180
		SP:Iteration 5F (39723.440000 sec): 3 clusters
  Score: Raw -459518.743584 + Penalty 3986.621420 = -455532.122164
  nChanged 137
		SP:Iteration 6Q (39723.580000 sec): 3 clusters
  Score: Raw -459684.512514 + Penalty 3986.621420 = -455697.891094
  nChanged 92
		SP:Iteration 7Q (39723.770000 sec): 3 clusters
  Score: Raw -459767.460036 + Penalty 3986.621420 = -455780.838616
  nChanged 61
		SP:Iteration 8Q (39723.890000 sec): 3 clusters
  Score: Raw -459816.528131 + Penalty 3986.621420 = -455829.906711
  nChanged 38
		SP:Iteration 9Q (39724.030000 sec): 3 clusters
  Score: Raw -459841.171649 + Penalty 3986.621420 = -455854.550229
  nChanged 32
		SP:Iteration 10Q (39724.180000 sec): 3 clusters
  Score: Raw -459863.588339 + Penalty 3986.621420 = -455876.966919
  nChanged 28
		SP:Iteration 11Q (39724.320000 sec): 3 clusters
  Score: Raw -459884.087380 + Penalty 3986.621420 = -455897.465960
  nChanged 25
		SP:Iteration 12Q (39724.460000 sec): 3 clusters
  Score: Raw -459902.133353 + Penalty 3986.621420 = -455915.511934
  nChanged 17
		SP:Iteration 13Q (39724.610000 sec): 3 clusters
  Score: Raw -459915.488582 + Penalty 3986.621420 = -455928.867162
  nChanged 17
		SP:Iteration 14Q (39724.740000 sec): 3 clusters
  Score: Raw -459924.636161 + Penalty 3986.621420 = -455938.014741
  nChanged 8
		SP:Iteration 15Q (39724.880000 sec): 3 clusters
  Score: Raw -459927.852004 + Penalty 3986.621420 = -455941.230584
  nChanged 6
		SP:Iteration 16Q (39725.060000 sec): 3 clusters
  Score: Raw -459929.672326 + Penalty 3986.621420 = -455943.050907
  nChanged 3
		SP:Iteration 17Q (39725.260000 sec): 3 clusters
  Score: Raw -459931.539331 + Penalty 3986.621420 = -455944.917912
  nChanged 2
		SP:Iteration 18Q (39725.400000 sec): 3 clusters
  Score: Raw -459932.354050 + Penalty 3986.621420 = -455945.732630
  nChanged 1
		SP:Iteration 19Q (39725.590000 sec): 3 clusters
  Score: Raw -459932.597724 + Penalty 3986.621420 = -455945.976304
  nChanged 0
		SP:Iteration 20F (39725.790000 sec): 3 clusters
  Score: Raw -459932.597724 + Penalty 3986.621420 = -455945.976304
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (18889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39726.000000 sec): 2 clusters
  Score: Raw -3040816.796854 + Penalty 2441.891085 = -3038374.905769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39726.370000 sec): 3 clusters
  Score: Raw -3029838.904046 + Penalty 4883.782170 = -3024955.121876
  nChanged 8312
		SP:Iteration 1F (39726.640000 sec): 3 clusters
  Score: Raw -3034267.622716 + Penalty 4883.782170 = -3029383.840546
  nChanged 994
		SP:Iteration 2F (39726.940000 sec): 3 clusters
  Score: Raw -3034619.133501 + Penalty 4883.782170 = -3029735.351331
  nChanged 803
		SP:Iteration 3Q (39727.350000 sec): 3 clusters
  Score: Raw -3034909.743886 + Penalty 4883.782170 = -3030025.961716
  nChanged 776
		SP:Iteration 4Q (39727.660000 sec): 3 clusters
  Score: Raw -3035234.347846 + Penalty 4883.782170 = -3030350.565676
  nChanged 791
		SP:Iteration 5Q (39727.990000 sec): 3 clusters
  Score: Raw -3035593.592245 + Penalty 4883.782170 = -3030709.810074
  nChanged 824
		SP:Iteration 6Q (39728.240000 sec): 3 clusters
  Score: Raw -3035964.982541 + Penalty 4883.782170 = -3031081.200371
  nChanged 818
		SP:Iteration 7Q (39728.560000 sec): 3 clusters
  Score: Raw -3036342.528530 + Penalty 4883.782170 = -3031458.746360
  nChanged 800
		SP:Iteration 8Q (39728.790000 sec): 3 clusters
  Score: Raw -3036742.551544 + Penalty 4883.782170 = -3031858.769374
  nChanged 857
		SP:Iteration 9Q (39729.120000 sec): 3 clusters
  Score: Raw -3037190.088664 + Penalty 4883.782170 = -3032306.306493
  nChanged 868
		SP:Iteration 10Q (39729.370000 sec): 3 clusters
  Score: Raw -3037620.078318 + Penalty 4883.782170 = -3032736.296147
  nChanged 822
		SP:Iteration 11Q (39729.670000 sec): 3 clusters
  Score: Raw -3038011.360970 + Penalty 4883.782170 = -3033127.578800
  nChanged 697
		SP:Iteration 12Q (39729.980000 sec): 3 clusters
  Score: Raw -3038338.707822 + Penalty 4883.782170 = -3033454.925652
  nChanged 636
		SP:Iteration 13Q (39730.320000 sec): 3 clusters
  Score: Raw -3038626.063827 + Penalty 4883.782170 = -3033742.281656
  nChanged 577
		SP:Iteration 14Q (39730.640000 sec): 3 clusters
  Score: Raw -3038876.521606 + Penalty 4883.782170 = -3033992.739436
  nChanged 466
		SP:Iteration 15Q (39730.990000 sec): 3 clusters
  Score: Raw -3039077.014741 + Penalty 4883.782170 = -3034193.232571
  nChanged 425
		SP:Iteration 16Q (39731.310000 sec): 3 clusters
  Score: Raw -3039259.173898 + Penalty 4883.782170 = -3034375.391728
  nChanged 410
		SP:Iteration 17Q (39731.680000 sec): 3 clusters
  Score: Raw -3039428.676770 + Penalty 4883.782170 = -3034544.894600
  nChanged 365
		SP:Iteration 18Q (39732.030000 sec): 3 clusters
  Score: Raw -3039576.696129 + Penalty 4883.782170 = -3034692.913959
  nChanged 301
		SP:Iteration 19Q (39732.370000 sec): 3 clusters
  Score: Raw -3039694.178381 + Penalty 4883.782170 = -3034810.396211
  nChanged 283
		SP:Iteration 20F (39732.730000 sec): 3 clusters
  Score: Raw -3039825.430674 + Penalty 4883.782170 = -3034941.648503
  nChanged 286
		SP:Iteration 21Q (39733.080000 sec): 3 clusters
  Score: Raw -3039967.379591 + Penalty 4883.782170 = -3035083.597421
  nChanged 306
		SP:Iteration 22Q (39733.390000 sec): 3 clusters
  Score: Raw -3040137.023448 + Penalty 4883.782170 = -3035253.241278
  nChanged 293
		SP:Iteration 23Q (39733.720000 sec): 3 clusters
  Score: Raw -3040310.488335 + Penalty 4883.782170 = -3035426.706165
  nChanged 274
		SP:Iteration 24Q (39733.980000 sec): 3 clusters
  Score: Raw -3040469.773607 + Penalty 4883.782170 = -3035585.991436
  nChanged 234
		SP:Iteration 25Q (39734.280000 sec): 3 clusters
  Score: Raw -3040608.820556 + Penalty 4883.782170 = -3035725.038385
  nChanged 172
		SP:Iteration 26Q (39734.600000 sec): 3 clusters
  Score: Raw -3040705.998596 + Penalty 4883.782170 = -3035822.216426
  nChanged 132
		SP:Iteration 27Q (39734.850000 sec): 3 clusters
  Score: Raw -3040783.328549 + Penalty 4883.782170 = -3035899.546378
  nChanged 111
		SP:Iteration 28Q (39735.180000 sec): 3 clusters
  Score: Raw -3040843.517406 + Penalty 4883.782170 = -3035959.735235
  nChanged 95
		SP:Iteration 29Q (39735.470000 sec): 3 clusters
  Score: Raw -3040894.581702 + Penalty 4883.782170 = -3036010.799532
  nChanged 81
		SP:Iteration 30Q (39735.790000 sec): 3 clusters
  Score: Raw -3040944.972087 + Penalty 4883.782170 = -3036061.189917
  nChanged 72
		SP:Iteration 31Q (39736.080000 sec): 3 clusters
  Score: Raw -3040989.620616 + Penalty 4883.782170 = -3036105.838446
  nChanged 50
		SP:Iteration 32Q (39736.330000 sec): 3 clusters
  Score: Raw -3041018.961182 + Penalty 4883.782170 = -3036135.179012
  nChanged 47
		SP:Iteration 33Q (39736.590000 sec): 3 clusters
  Score: Raw -3041048.816530 + Penalty 4883.782170 = -3036165.034360
  nChanged 44
		SP:Iteration 34Q (39736.890000 sec): 3 clusters
  Score: Raw -3041078.450903 + Penalty 4883.782170 = -3036194.668732
  nChanged 31
		SP:Iteration 35Q (39737.190000 sec): 3 clusters
  Score: Raw -3041100.080256 + Penalty 4883.782170 = -3036216.298086
  nChanged 32
		SP:Iteration 36Q (39737.520000 sec): 3 clusters
  Score: Raw -3041119.504383 + Penalty 4883.782170 = -3036235.722213
  nChanged 23
		SP:Iteration 37Q (39737.800000 sec): 3 clusters
  Score: Raw -3041134.497658 + Penalty 4883.782170 = -3036250.715487
  nChanged 25
		SP:Iteration 38Q (39738.110000 sec): 3 clusters
  Score: Raw -3041150.617075 + Penalty 4883.782170 = -3036266.834905
  nChanged 19
		SP:Iteration 39Q (39738.420000 sec): 3 clusters
  Score: Raw -3041161.163789 + Penalty 4883.782170 = -3036277.381619
  nChanged 15
		SP:Iteration 40F (39738.750000 sec): 3 clusters
  Score: Raw -3041167.921030 + Penalty 4883.782170 = -3036284.138860
  nChanged 10
		SP:Iteration 41Q (39739.100000 sec): 3 clusters
  Score: Raw -3041174.560348 + Penalty 4883.782170 = -3036290.778177
  nChanged 9
		SP:Iteration 42Q (39739.440000 sec): 3 clusters
  Score: Raw -3041180.578355 + Penalty 4883.782170 = -3036296.796185
  nChanged 7
		SP:Iteration 43Q (39739.800000 sec): 3 clusters
  Score: Raw -3041184.458531 + Penalty 4883.782170 = -3036300.676361
  nChanged 13
		SP:Iteration 44Q (39740.140000 sec): 3 clusters
  Score: Raw -3041191.655351 + Penalty 4883.782170 = -3036307.873180
  nChanged 12
		SP:Iteration 45Q (39740.440000 sec): 3 clusters
  Score: Raw -3041198.664265 + Penalty 4883.782170 = -3036314.882094
  nChanged 6
		SP:Iteration 46Q (39740.740000 sec): 3 clusters
  Score: Raw -3041203.059253 + Penalty 4883.782170 = -3036319.277083
  nChanged 6
		SP:Iteration 47Q (39740.990000 sec): 3 clusters
  Score: Raw -3041207.021745 + Penalty 4883.782170 = -3036323.239575
  nChanged 2
		SP:Iteration 48Q (39741.310000 sec): 3 clusters
  Score: Raw -3041207.605830 + Penalty 4883.782170 = -3036323.823659
  nChanged 2
		SP:Iteration 49Q (39741.660000 sec): 3 clusters
  Score: Raw -3041208.316990 + Penalty 4883.782170 = -3036324.534819
  nChanged 0
		SP:Iteration 50F (39741.960000 sec): 3 clusters
  Score: Raw -3041208.316990 + Penalty 4883.782170 = -3036324.534819
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (8454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39742.110000 sec): 2 clusters
  Score: Raw -1348715.114021 + Penalty 2242.513955 = -1346472.600066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39742.380000 sec): 3 clusters
  Score: Raw -1344381.110990 + Penalty 4485.027911 = -1339896.083079
  nChanged 3400
		SP:Iteration 1F (39742.530000 sec): 3 clusters
  Score: Raw -1346214.986500 + Penalty 4485.027911 = -1341729.958589
  nChanged 569
		SP:Iteration 2F (39742.750000 sec): 3 clusters
  Score: Raw -1346481.283079 + Penalty 4485.027911 = -1341996.255168
  nChanged 392
		SP:Iteration 3Q (39742.980000 sec): 3 clusters
  Score: Raw -1346658.567303 + Penalty 4485.027911 = -1342173.539392
  nChanged 293
		SP:Iteration 4Q (39743.180000 sec): 3 clusters
  Score: Raw -1346769.211674 + Penalty 4485.027911 = -1342284.183763
  nChanged 239
		SP:Iteration 5Q (39743.420000 sec): 3 clusters
  Score: Raw -1346852.578901 + Penalty 4485.027911 = -1342367.550991
  nChanged 201
		SP:Iteration 6Q (39743.560000 sec): 3 clusters
  Score: Raw -1346921.661386 + Penalty 4485.027911 = -1342436.633476
  nChanged 177
		SP:Iteration 7Q (39743.800000 sec): 3 clusters
  Score: Raw -1346986.696283 + Penalty 4485.027911 = -1342501.668373
  nChanged 179
		SP:Iteration 8Q (39744.030000 sec): 3 clusters
  Score: Raw -1347056.954581 + Penalty 4485.027911 = -1342571.926671
  nChanged 187
		SP:Iteration 9Q (39744.280000 sec): 3 clusters
  Score: Raw -1347133.020531 + Penalty 4485.027911 = -1342647.992621
  nChanged 194
		SP:Iteration 10Q (39744.490000 sec): 3 clusters
  Score: Raw -1347213.148639 + Penalty 4485.027911 = -1342728.120728
  nChanged 213
		SP:Iteration 11Q (39744.750000 sec): 3 clusters
  Score: Raw -1347316.064697 + Penalty 4485.027911 = -1342831.036786
  nChanged 216
		SP:Iteration 12Q (39744.980000 sec): 3 clusters
  Score: Raw -1347420.412907 + Penalty 4485.027911 = -1342935.384996
  nChanged 233
		SP:Iteration 13Q (39745.210000 sec): 3 clusters
  Score: Raw -1347550.707343 + Penalty 4485.027911 = -1343065.679432
  nChanged 224
		SP:Iteration 14Q (39745.500000 sec): 3 clusters
  Score: Raw -1347684.368459 + Penalty 4485.027911 = -1343199.340548
  nChanged 250
		SP:Iteration 15Q (39745.740000 sec): 3 clusters
  Score: Raw -1347849.760432 + Penalty 4485.027911 = -1343364.732521
  nChanged 238
		SP:Iteration 16Q (39745.970000 sec): 3 clusters
  Score: Raw -1348011.242440 + Penalty 4485.027911 = -1343526.214529
  nChanged 225
		SP:Iteration 17Q (39746.190000 sec): 3 clusters
  Score: Raw -1348152.716338 + Penalty 4485.027911 = -1343667.688427
  nChanged 185
		SP:Iteration 18Q (39746.410000 sec): 3 clusters
  Score: Raw -1348274.631481 + Penalty 4485.027911 = -1343789.603571
  nChanged 160
		SP:Iteration 19Q (39746.630000 sec): 3 clusters
  Score: Raw -1348373.073243 + Penalty 4485.027911 = -1343888.045332
  nChanged 110
		SP:Iteration 20F (39746.870000 sec): 3 clusters
  Score: Raw -1348437.761039 + Penalty 4485.027911 = -1343952.733128
  nChanged 94
		SP:Iteration 21Q (39747.140000 sec): 3 clusters
  Score: Raw -1348495.456349 + Penalty 4485.027911 = -1344010.428438
  nChanged 80
		SP:Iteration 22Q (39747.370000 sec): 3 clusters
  Score: Raw -1348559.730931 + Penalty 4485.027911 = -1344074.703020
  nChanged 95
		SP:Iteration 23Q (39747.610000 sec): 3 clusters
  Score: Raw -1348631.401997 + Penalty 4485.027911 = -1344146.374087
  nChanged 86
		SP:Iteration 24Q (39747.870000 sec): 3 clusters
  Score: Raw -1348687.695570 + Penalty 4485.027911 = -1344202.667659
  nChanged 60
		SP:Iteration 25Q (39748.110000 sec): 3 clusters
  Score: Raw -1348729.184122 + Penalty 4485.027911 = -1344244.156212
  nChanged 58
		SP:Iteration 26Q (39748.330000 sec): 3 clusters
  Score: Raw -1348759.581183 + Penalty 4485.027911 = -1344274.553272
  nChanged 35
		SP:Iteration 27Q (39748.550000 sec): 3 clusters
  Score: Raw -1348783.657005 + Penalty 4485.027911 = -1344298.629094
  nChanged 39
		SP:Iteration 28Q (39748.860000 sec): 3 clusters
  Score: Raw -1348813.257379 + Penalty 4485.027911 = -1344328.229469
  nChanged 42
		SP:Iteration 29Q (39749.080000 sec): 3 clusters
  Score: Raw -1348843.751480 + Penalty 4485.027911 = -1344358.723570
  nChanged 35
		SP:Iteration 30Q (39749.370000 sec): 3 clusters
  Score: Raw -1348870.648913 + Penalty 4485.027911 = -1344385.621003
  nChanged 44
		SP:Iteration 31Q (39749.550000 sec): 3 clusters
  Score: Raw -1348903.601287 + Penalty 4485.027911 = -1344418.573377
  nChanged 45
		SP:Iteration 32Q (39749.790000 sec): 3 clusters
  Score: Raw -1348943.448216 + Penalty 4485.027911 = -1344458.420306
  nChanged 34
		SP:Iteration 33Q (39750.030000 sec): 3 clusters
  Score: Raw -1348973.077082 + Penalty 4485.027911 = -1344488.049171
  nChanged 37
		SP:Iteration 34Q (39750.230000 sec): 3 clusters
  Score: Raw -1349005.261778 + Penalty 4485.027911 = -1344520.233867
  nChanged 34
		SP:Iteration 35Q (39750.380000 sec): 3 clusters
  Score: Raw -1349032.091572 + Penalty 4485.027911 = -1344547.063661
  nChanged 32
		SP:Iteration 36Q (39750.510000 sec): 3 clusters
  Score: Raw -1349052.865502 + Penalty 4485.027911 = -1344567.837591
  nChanged 22
		SP:Iteration 37Q (39750.670000 sec): 3 clusters
  Score: Raw -1349068.670349 + Penalty 4485.027911 = -1344583.642438
  nChanged 28
		SP:Iteration 38Q (39750.830000 sec): 3 clusters
  Score: Raw -1349094.690023 + Penalty 4485.027911 = -1344609.662112
  nChanged 36
		SP:Iteration 39Q (39751.000000 sec): 3 clusters
  Score: Raw -1349120.787543 + Penalty 4485.027911 = -1344635.759633
  nChanged 28
		SP:Iteration 40F (39751.190000 sec): 3 clusters
  Score: Raw -1349139.776440 + Penalty 4485.027911 = -1344654.748530
  nChanged 26
		SP:Iteration 41Q (39751.430000 sec): 3 clusters
  Score: Raw -1349154.260074 + Penalty 4485.027911 = -1344669.232164
  nChanged 23
		SP:Iteration 42Q (39751.600000 sec): 3 clusters
  Score: Raw -1349170.812557 + Penalty 4485.027911 = -1344685.784647
  nChanged 21
		SP:Iteration 43Q (39751.800000 sec): 3 clusters
  Score: Raw -1349186.665173 + Penalty 4485.027911 = -1344701.637263
  nChanged 23
		SP:Iteration 44Q (39751.970000 sec): 3 clusters
  Score: Raw -1349199.114754 + Penalty 4485.027911 = -1344714.086843
  nChanged 19
		SP:Iteration 45Q (39752.210000 sec): 3 clusters
  Score: Raw -1349209.797002 + Penalty 4485.027911 = -1344724.769092
  nChanged 13
		SP:Iteration 46Q (39752.430000 sec): 3 clusters
  Score: Raw -1349218.777071 + Penalty 4485.027911 = -1344733.749160
  nChanged 14
		SP:Iteration 47Q (39752.620000 sec): 3 clusters
  Score: Raw -1349227.962725 + Penalty 4485.027911 = -1344742.934814
  nChanged 12
		SP:Iteration 48Q (39752.870000 sec): 3 clusters
  Score: Raw -1349234.756094 + Penalty 4485.027911 = -1344749.728184
  nChanged 11
		SP:Iteration 49Q (39753.090000 sec): 3 clusters
  Score: Raw -1349242.442977 + Penalty 4485.027911 = -1344757.415066
  nChanged 8
		SP:Iteration 50Q (39753.300000 sec): 3 clusters
  Score: Raw -1349246.829170 + Penalty 4485.027911 = -1344761.801260
  nChanged 7
		SP:Iteration 51Q (39753.480000 sec): 3 clusters
  Score: Raw -1349251.160409 + Penalty 4485.027911 = -1344766.132498
  nChanged 7
		SP:Iteration 52Q (39753.680000 sec): 3 clusters
  Score: Raw -1349255.405901 + Penalty 4485.027911 = -1344770.377990
  nChanged 8
		SP:Iteration 53Q (39753.880000 sec): 3 clusters
  Score: Raw -1349260.474678 + Penalty 4485.027911 = -1344775.446767
  nChanged 8
		SP:Iteration 54Q (39754.130000 sec): 3 clusters
  Score: Raw -1349266.825086 + Penalty 4485.027911 = -1344781.797175
  nChanged 7
		SP:Iteration 55Q (39754.300000 sec): 3 clusters
  Score: Raw -1349269.543939 + Penalty 4485.027911 = -1344784.516028
  nChanged 7
		SP:Iteration 56Q (39754.490000 sec): 3 clusters
  Score: Raw -1349273.710595 + Penalty 4485.027911 = -1344788.682684
  nChanged 7
		SP:Iteration 57Q (39754.680000 sec): 3 clusters
  Score: Raw -1349276.312771 + Penalty 4485.027911 = -1344791.284860
  nChanged 6
		SP:Iteration 58Q (39754.900000 sec): 3 clusters
  Score: Raw -1349281.285098 + Penalty 4485.027911 = -1344796.257187
  nChanged 5
		SP:Iteration 59Q (39755.130000 sec): 3 clusters
  Score: Raw -1349285.581747 + Penalty 4485.027911 = -1344800.553837
  nChanged 6
		SP:Iteration 60F (39755.310000 sec): 3 clusters
  Score: Raw -1349289.254495 + Penalty 4485.027911 = -1344804.226584
  nChanged 6
		SP:Iteration 61Q (39755.530000 sec): 3 clusters
  Score: Raw -1349293.055269 + Penalty 4485.027911 = -1344808.027358
  nChanged 8
		SP:Iteration 62Q (39755.720000 sec): 3 clusters
  Score: Raw -1349297.692108 + Penalty 4485.027911 = -1344812.664197
  nChanged 6
		SP:Iteration 63Q (39755.950000 sec): 3 clusters
  Score: Raw -1349301.209580 + Penalty 4485.027911 = -1344816.181669
  nChanged 3
		SP:Iteration 64Q (39756.220000 sec): 3 clusters
  Score: Raw -1349302.853497 + Penalty 4485.027911 = -1344817.825586
  nChanged 1
		SP:Iteration 65Q (39756.410000 sec): 3 clusters
  Score: Raw -1349303.190858 + Penalty 4485.027911 = -1344818.162947
  nChanged 3
		SP:Iteration 66Q (39756.640000 sec): 3 clusters
  Score: Raw -1349304.759238 + Penalty 4485.027911 = -1344819.731327
  nChanged 2
		SP:Iteration 67Q (39756.840000 sec): 3 clusters
  Score: Raw -1349305.867368 + Penalty 4485.027911 = -1344820.839457
  nChanged 2
		SP:Iteration 68Q (39757.060000 sec): 3 clusters
  Score: Raw -1349306.963117 + Penalty 4485.027911 = -1344821.935207
  nChanged 2
		SP:Iteration 69Q (39757.250000 sec): 3 clusters
  Score: Raw -1349308.225008 + Penalty 4485.027911 = -1344823.197098
  nChanged 5
		SP:Iteration 70Q (39757.480000 sec): 3 clusters
  Score: Raw -1349311.194233 + Penalty 4485.027911 = -1344826.166323
  nChanged 4
		SP:Iteration 71Q (39757.710000 sec): 3 clusters
  Score: Raw -1349313.455025 + Penalty 4485.027911 = -1344828.427115
  nChanged 2
		SP:Iteration 72Q (39757.930000 sec): 3 clusters
  Score: Raw -1349315.737822 + Penalty 4485.027911 = -1344830.709911
  nChanged 4
		SP:Iteration 73Q (39758.130000 sec): 3 clusters
  Score: Raw -1349318.107064 + Penalty 4485.027911 = -1344833.079153
  nChanged 1
		SP:Iteration 74Q (39758.320000 sec): 3 clusters
  Score: Raw -1349318.755731 + Penalty 4485.027911 = -1344833.727820
  nChanged 1
		SP:Iteration 75Q (39758.550000 sec): 3 clusters
  Score: Raw -1349319.589521 + Penalty 4485.027911 = -1344834.561610
  nChanged 0
		SP:Iteration 76F (39758.760000 sec): 3 clusters
  Score: Raw -1349319.589521 + Penalty 4485.027911 = -1344834.561610
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39758.880000 sec): 2 clusters
  Score: Raw -47024.704775 + Penalty 1464.529738 = -45560.175037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39759.030000 sec): 3 clusters
  Score: Raw -47220.693581 + Penalty 2929.059477 = -44291.634105
  nChanged 86
		SP:Iteration 1F (39759.170000 sec): 3 clusters
  Score: Raw -47570.438770 + Penalty 2929.059477 = -44641.379293
  nChanged 34
		SP:Iteration 2F (39759.330000 sec): 3 clusters
  Score: Raw -47763.296750 + Penalty 2929.059477 = -44834.237274
  nChanged 16
		SP:Iteration 3Q (39759.430000 sec): 3 clusters
  Score: Raw -47842.516185 + Penalty 2929.059477 = -44913.456709
  nChanged 13
		SP:Iteration 4Q (39759.600000 sec): 3 clusters
  Score: Raw -47901.347108 + Penalty 2929.059477 = -44972.287631
  nChanged 6
		SP:Iteration 5Q (39759.770000 sec): 3 clusters
  Score: Raw -47928.265025 + Penalty 2929.059477 = -44999.205549
  nChanged 3
		SP:Iteration 6Q (39759.950000 sec): 3 clusters
  Score: Raw -47933.709095 + Penalty 2929.059477 = -45004.649618
  nChanged 3
		SP:Iteration 7Q (39760.130000 sec): 3 clusters
  Score: Raw -47939.843186 + Penalty 2929.059477 = -45010.783710
  nChanged 4
		SP:Iteration 8Q (39760.290000 sec): 3 clusters
  Score: Raw -47949.359884 + Penalty 2929.059477 = -45020.300408
  nChanged 3
		SP:Iteration 9Q (39760.470000 sec): 3 clusters
  Score: Raw -47953.829074 + Penalty 2929.059477 = -45024.769598
  nChanged 1
		SP:Iteration 10Q (39760.650000 sec): 3 clusters
  Score: Raw -47960.132066 + Penalty 2929.059477 = -45031.072589
  nChanged 0
		SP:Iteration 11F (39760.830000 sec): 3 clusters
  Score: Raw -47960.132066 + Penalty 2929.059477 = -45031.072589
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (11043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39760.950000 sec): 2 clusters
  Score: Raw -1710083.544653 + Penalty 2308.768901 = -1707774.775751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39761.260000 sec): 3 clusters
  Score: Raw -1704032.369355 + Penalty 4617.537803 = -1699414.831552
  nChanged 4685
		SP:Iteration 1F (39761.530000 sec): 3 clusters
  Score: Raw -1706653.424666 + Penalty 4617.537803 = -1702035.886863
  nChanged 832
		SP:Iteration 2F (39761.750000 sec): 3 clusters
  Score: Raw -1707160.175285 + Penalty 4617.537803 = -1702542.637482
  nChanged 741
		SP:Iteration 3F (39762.010000 sec): 3 clusters
  Score: Raw -1707688.987240 + Penalty 4617.537803 = -1703071.449438
  nChanged 751
		SP:Iteration 4F (39762.230000 sec): 3 clusters
  Score: Raw -1708310.463590 + Penalty 4617.537803 = -1703692.925787
  nChanged 783
		SP:Iteration 5F (39762.500000 sec): 3 clusters
  Score: Raw -1708996.314183 + Penalty 4617.537803 = -1704378.776380
  nChanged 728
		SP:Iteration 6F (39762.720000 sec): 3 clusters
  Score: Raw -1709615.369989 + Penalty 4617.537803 = -1704997.832186
  nChanged 605
		SP:Iteration 7F (39762.990000 sec): 3 clusters
  Score: Raw -1710073.958753 + Penalty 4617.537803 = -1705456.420950
  nChanged 502
		SP:Iteration 8Q (39763.210000 sec): 3 clusters
  Score: Raw -1710401.004984 + Penalty 4617.537803 = -1705783.467181
  nChanged 368
		SP:Iteration 9Q (39763.480000 sec): 3 clusters
  Score: Raw -1710632.220508 + Penalty 4617.537803 = -1706014.682705
  nChanged 294
		SP:Iteration 10Q (39763.710000 sec): 3 clusters
  Score: Raw -1710792.618145 + Penalty 4617.537803 = -1706175.080342
  nChanged 226
		SP:Iteration 11Q (39763.970000 sec): 3 clusters
  Score: Raw -1710899.022190 + Penalty 4617.537803 = -1706281.484388
  nChanged 182
		SP:Iteration 12Q (39764.190000 sec): 3 clusters
  Score: Raw -1710974.590650 + Penalty 4617.537803 = -1706357.052847
  nChanged 148
		SP:Iteration 13Q (39764.460000 sec): 3 clusters
  Score: Raw -1711047.980450 + Penalty 4617.537803 = -1706430.442647
  nChanged 147
		SP:Iteration 14Q (39764.690000 sec): 3 clusters
  Score: Raw -1711119.693345 + Penalty 4617.537803 = -1706502.155542
  nChanged 163
		SP:Iteration 15Q (39764.950000 sec): 3 clusters
  Score: Raw -1711192.744641 + Penalty 4617.537803 = -1706575.206838
  nChanged 161
		SP:Iteration 16Q (39765.170000 sec): 3 clusters
  Score: Raw -1711275.200050 + Penalty 4617.537803 = -1706657.662247
  nChanged 178
		SP:Iteration 17Q (39765.440000 sec): 3 clusters
  Score: Raw -1711376.753457 + Penalty 4617.537803 = -1706759.215654
  nChanged 184
		SP:Iteration 18Q (39765.660000 sec): 3 clusters
  Score: Raw -1711491.643909 + Penalty 4617.537803 = -1706874.106106
  nChanged 166
		SP:Iteration 19Q (39765.930000 sec): 3 clusters
  Score: Raw -1711593.516077 + Penalty 4617.537803 = -1706975.978274
  nChanged 179
		SP:Iteration 20F (39766.160000 sec): 3 clusters
  Score: Raw -1711712.363617 + Penalty 4617.537803 = -1707094.825814
  nChanged 185
		SP:Iteration 21Q (39766.420000 sec): 3 clusters
  Score: Raw -1711832.399087 + Penalty 4617.537803 = -1707214.861285
  nChanged 182
		SP:Iteration 22Q (39766.640000 sec): 3 clusters
  Score: Raw -1711956.634901 + Penalty 4617.537803 = -1707339.097098
  nChanged 191
		SP:Iteration 23Q (39766.910000 sec): 3 clusters
  Score: Raw -1712108.947751 + Penalty 4617.537803 = -1707491.409948
  nChanged 216
		SP:Iteration 24Q (39767.130000 sec): 3 clusters
  Score: Raw -1712281.094709 + Penalty 4617.537803 = -1707663.556906
  nChanged 218
		SP:Iteration 25Q (39767.400000 sec): 3 clusters
  Score: Raw -1712454.521327 + Penalty 4617.537803 = -1707836.983524
  nChanged 189
		SP:Iteration 26Q (39767.620000 sec): 3 clusters
  Score: Raw -1712610.534921 + Penalty 4617.537803 = -1707992.997118
  nChanged 172
		SP:Iteration 27Q (39767.890000 sec): 3 clusters
  Score: Raw -1712747.987837 + Penalty 4617.537803 = -1708130.450034
  nChanged 144
		SP:Iteration 28Q (39768.150000 sec): 3 clusters
  Score: Raw -1712862.197509 + Penalty 4617.537803 = -1708244.659706
  nChanged 131
		SP:Iteration 29Q (39768.380000 sec): 3 clusters
  Score: Raw -1712925.740491 + Penalty 4617.537803 = -1708308.202688
  nChanged 68
		SP:Iteration 30Q (39768.680000 sec): 3 clusters
  Score: Raw -1712947.352640 + Penalty 4617.537803 = -1708329.814837
  nChanged 45
		SP:Iteration 31Q (39768.830000 sec): 3 clusters
  Score: Raw -1712958.923589 + Penalty 4617.537803 = -1708341.385786
  nChanged 26
		SP:Iteration 32Q (39769.100000 sec): 3 clusters
  Score: Raw -1712963.045406 + Penalty 4617.537803 = -1708345.507603
  nChanged 10
		SP:Iteration 33Q (39769.320000 sec): 3 clusters
  Score: Raw -1712964.644242 + Penalty 4617.537803 = -1708347.106439
  nChanged 5
		SP:Iteration 34Q (39769.580000 sec): 3 clusters
  Score: Raw -1712965.409133 + Penalty 4617.537803 = -1708347.871330
  nChanged 7
		SP:Iteration 35Q (39769.800000 sec): 3 clusters
  Score: Raw -1712966.461972 + Penalty 4617.537803 = -1708348.924169
  nChanged 4
		SP:Iteration 36Q (39770.070000 sec): 3 clusters
  Score: Raw -1712966.696791 + Penalty 4617.537803 = -1708349.158988
  nChanged 3
		SP:Iteration 37Q (39770.290000 sec): 3 clusters
  Score: Raw -1712967.015284 + Penalty 4617.537803 = -1708349.477481
  nChanged 4
		SP:Iteration 38Q (39770.560000 sec): 3 clusters
  Score: Raw -1712967.368655 + Penalty 4617.537803 = -1708349.830852
  nChanged 3
		SP:Iteration 39Q (39770.780000 sec): 3 clusters
  Score: Raw -1712967.634877 + Penalty 4617.537803 = -1708350.097074
  nChanged 1
		SP:Iteration 40F (39771.000000 sec): 3 clusters
  Score: Raw -1712967.739842 + Penalty 4617.537803 = -1708350.202039
  nChanged 1
		SP:Iteration 41Q (39771.270000 sec): 3 clusters
  Score: Raw -1712968.002872 + Penalty 4617.537803 = -1708350.465069
  nChanged 1
		SP:Iteration 42Q (39771.500000 sec): 3 clusters
  Score: Raw -1712968.152962 + Penalty 4617.537803 = -1708350.615159
  nChanged 3
		SP:Iteration 43Q (39771.770000 sec): 3 clusters
  Score: Raw -1712968.521797 + Penalty 4617.537803 = -1708350.983994
  nChanged 1
		SP:Iteration 44Q (39771.990000 sec): 3 clusters
  Score: Raw -1712968.563892 + Penalty 4617.537803 = -1708351.026089
  nChanged 0
		SP:Iteration 45F (39772.260000 sec): 3 clusters
  Score: Raw -1712968.563892 + Penalty 4617.537803 = -1708351.026089
  nChanged 0

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

 Trying to split cluster 56 (84207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39772.870000 sec): 2 clusters
  Score: Raw -13551112.816094 + Penalty 2812.576266 = -13548300.239827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39773.750000 sec): 3 clusters
  Score: Raw -13497630.621930 + Penalty 5625.152533 = -13492005.469398
  nChanged 39470
		SP:Iteration 1F (39774.660000 sec): 3 clusters
  Score: Raw -13520229.644675 + Penalty 5625.152533 = -13514604.492143
  nChanged 3044
		SP:Iteration 2Q (39775.580000 sec): 3 clusters
  Score: Raw -13521056.111990 + Penalty 5625.152533 = -13515430.959458
  nChanged 3038
		SP:Iteration 3Q (39776.530000 sec): 3 clusters
  Score: Raw -13521996.916531 + Penalty 5625.152533 = -13516371.763998
  nChanged 3450
		SP:Iteration 4Q (39777.340000 sec): 3 clusters
  Score: Raw -13523302.304744 + Penalty 5625.152533 = -13517677.152211
  nChanged 3965
		SP:Iteration 5Q (39778.220000 sec): 3 clusters
  Score: Raw -13525136.294336 + Penalty 5625.152533 = -13519511.141803
  nChanged 4822
		SP:Iteration 6F (39779.080000 sec): 3 clusters
  Score: Raw -13527910.365706 + Penalty 5625.152533 = -13522285.213174
  nChanged 5708
		SP:Iteration 7F (39779.900000 sec): 3 clusters
  Score: Raw -13531939.156994 + Penalty 5625.152533 = -13526314.004462
  nChanged 6217
		SP:Iteration 8F (39780.700000 sec): 3 clusters
  Score: Raw -13537008.826610 + Penalty 5625.152533 = -13531383.674077
  nChanged 5837
		SP:Iteration 9F (39781.450000 sec): 3 clusters
  Score: Raw -13542191.559463 + Penalty 5625.152533 = -13536566.406931
  nChanged 4516
		SP:Iteration 10F (39782.160000 sec): 3 clusters
  Score: Raw -13546377.808596 + Penalty 5625.152533 = -13540752.656063
  nChanged 2844
		SP:Iteration 11Q (39782.980000 sec): 3 clusters
  Score: Raw -13548963.015155 + Penalty 5625.152533 = -13543337.862622
  nChanged 1454
		SP:Iteration 12Q (39783.660000 sec): 3 clusters
  Score: Raw -13550205.788993 + Penalty 5625.152533 = -13544580.636460
  nChanged 700
		SP:Iteration 13Q (39784.340000 sec): 3 clusters
  Score: Raw -13550803.112144 + Penalty 5625.152533 = -13545177.959612
  nChanged 351
		SP:Iteration 14Q (39785.100000 sec): 3 clusters
  Score: Raw -13551087.565677 + Penalty 5625.152533 = -13545462.413144
  nChanged 165
		SP:Iteration 15Q (39785.780000 sec): 3 clusters
  Score: Raw -13551222.432554 + Penalty 5625.152533 = -13545597.280021
  nChanged 108
		SP:Iteration 16Q (39786.420000 sec): 3 clusters
  Score: Raw -13551318.924255 + Penalty 5625.152533 = -13545693.771723
  nChanged 63
		SP:Iteration 17Q (39787.220000 sec): 3 clusters
  Score: Raw -13551377.082383 + Penalty 5625.152533 = -13545751.929850
  nChanged 38
		SP:Iteration 18Q (39787.890000 sec): 3 clusters
  Score: Raw -13551409.178354 + Penalty 5625.152533 = -13545784.025821
  nChanged 25
		SP:Iteration 19Q (39788.530000 sec): 3 clusters
  Score: Raw -13551429.363089 + Penalty 5625.152533 = -13545804.210557
  nChanged 23
		SP:Iteration 20F (39789.380000 sec): 3 clusters
  Score: Raw -13551447.196931 + Penalty 5625.152533 = -13545822.044398
  nChanged 14
		SP:Iteration 21Q (39790.060000 sec): 3 clusters
  Score: Raw -13551461.020643 + Penalty 5625.152533 = -13545835.868110
  nChanged 14
		SP:Iteration 22Q (39790.790000 sec): 3 clusters
  Score: Raw -13551473.145564 + Penalty 5625.152533 = -13545847.993032
  nChanged 11
		SP:Iteration 23Q (39791.530000 sec): 3 clusters
  Score: Raw -13551482.144940 + Penalty 5625.152533 = -13545856.992407
  nChanged 11
		SP:Iteration 24Q (39792.230000 sec): 3 clusters
  Score: Raw -13551490.279250 + Penalty 5625.152533 = -13545865.126717
  nChanged 7
		SP:Iteration 25Q (39793.010000 sec): 3 clusters
  Score: Raw -13551496.747327 + Penalty 5625.152533 = -13545871.594795
  nChanged 3
		SP:Iteration 26Q (39793.680000 sec): 3 clusters
  Score: Raw -13551499.235838 + Penalty 5625.152533 = -13545874.083305
  nChanged 3
		SP:Iteration 27Q (39794.330000 sec): 3 clusters
  Score: Raw -13551502.760699 + Penalty 5625.152533 = -13545877.608166
  nChanged 2
		SP:Iteration 28Q (39795.060000 sec): 3 clusters
  Score: Raw -13551504.433679 + Penalty 5625.152533 = -13545879.281146
  nChanged 2
		SP:Iteration 29Q (39795.710000 sec): 3 clusters
  Score: Raw -13551505.136312 + Penalty 5625.152533 = -13545879.983779
  nChanged 0
		SP:Iteration 30F (39796.470000 sec): 3 clusters
  Score: Raw -13551505.136312 + Penalty 5625.152533 = -13545879.983779
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (23934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39796.770000 sec): 2 clusters
  Score: Raw -3605035.864627 + Penalty 2500.597720 = -3602535.266908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39797.070000 sec): 3 clusters
  Score: Raw -3590813.549834 + Penalty 5001.195439 = -3585812.354394
  nChanged 10721
		SP:Iteration 1F (39797.380000 sec): 3 clusters
  Score: Raw -3596853.446744 + Penalty 5001.195439 = -3591852.251305
  nChanged 1285
		SP:Iteration 2F (39797.750000 sec): 3 clusters
  Score: Raw -3597376.907337 + Penalty 5001.195439 = -3592375.711898
  nChanged 1198
		SP:Iteration 3F (39798.130000 sec): 3 clusters
  Score: Raw -3597880.126323 + Penalty 5001.195439 = -3592878.930884
  nChanged 1187
		SP:Iteration 4Q (39798.510000 sec): 3 clusters
  Score: Raw -3598407.320845 + Penalty 5001.195439 = -3593406.125406
  nChanged 1121
		SP:Iteration 5Q (39798.840000 sec): 3 clusters
  Score: Raw -3598948.260735 + Penalty 5001.195439 = -3593947.065296
  nChanged 1144
		SP:Iteration 6Q (39799.180000 sec): 3 clusters
  Score: Raw -3599523.433560 + Penalty 5001.195439 = -3594522.238121
  nChanged 1084
		SP:Iteration 7Q (39799.540000 sec): 3 clusters
  Score: Raw -3600084.241011 + Penalty 5001.195439 = -3595083.045572
  nChanged 1038
		SP:Iteration 8Q (39799.890000 sec): 3 clusters
  Score: Raw -3600680.476397 + Penalty 5001.195439 = -3595679.280958
  nChanged 994
		SP:Iteration 9Q (39800.240000 sec): 3 clusters
  Score: Raw -3601277.170565 + Penalty 5001.195439 = -3596275.975126
  nChanged 977
		SP:Iteration 10Q (39800.590000 sec): 3 clusters
  Score: Raw -3601868.561393 + Penalty 5001.195439 = -3596867.365954
  nChanged 858
		SP:Iteration 11Q (39800.970000 sec): 3 clusters
  Score: Raw -3602396.146493 + Penalty 5001.195439 = -3597394.951054
  nChanged 783
		SP:Iteration 12Q (39801.330000 sec): 3 clusters
  Score: Raw -3602886.734942 + Penalty 5001.195439 = -3597885.539503
  nChanged 711
		SP:Iteration 13Q (39801.760000 sec): 3 clusters
  Score: Raw -3603328.778287 + Penalty 5001.195439 = -3598327.582848
  nChanged 600
		SP:Iteration 14Q (39802.090000 sec): 3 clusters
  Score: Raw -3603666.196673 + Penalty 5001.195439 = -3598665.001234
  nChanged 503
		SP:Iteration 15Q (39802.400000 sec): 3 clusters
  Score: Raw -3603935.443344 + Penalty 5001.195439 = -3598934.247905
  nChanged 421
		SP:Iteration 16Q (39802.700000 sec): 3 clusters
  Score: Raw -3604159.289110 + Penalty 5001.195439 = -3599158.093671
  nChanged 398
		SP:Iteration 17Q (39802.980000 sec): 3 clusters
  Score: Raw -3604373.369268 + Penalty 5001.195439 = -3599372.173828
  nChanged 371
		SP:Iteration 18Q (39803.270000 sec): 3 clusters
  Score: Raw -3604573.820695 + Penalty 5001.195439 = -3599572.625256
  nChanged 339
		SP:Iteration 19Q (39803.560000 sec): 3 clusters
  Score: Raw -3604753.389536 + Penalty 5001.195439 = -3599752.194096
  nChanged 282
		SP:Iteration 20F (39803.890000 sec): 3 clusters
  Score: Raw -3604911.222196 + Penalty 5001.195439 = -3599910.026757
  nChanged 288
		SP:Iteration 21Q (39804.170000 sec): 3 clusters
  Score: Raw -3605078.017607 + Penalty 5001.195439 = -3600076.822168
  nChanged 264
		SP:Iteration 22Q (39804.460000 sec): 3 clusters
  Score: Raw -3605222.834680 + Penalty 5001.195439 = -3600221.639240
  nChanged 214
		SP:Iteration 23Q (39804.820000 sec): 3 clusters
  Score: Raw -3605328.378988 + Penalty 5001.195439 = -3600327.183548
  nChanged 162
		SP:Iteration 24Q (39805.150000 sec): 3 clusters
  Score: Raw -3605409.341172 + Penalty 5001.195439 = -3600408.145733
  nChanged 138
		SP:Iteration 25Q (39805.500000 sec): 3 clusters
  Score: Raw -3605485.193083 + Penalty 5001.195439 = -3600483.997644
  nChanged 110
		SP:Iteration 26Q (39805.840000 sec): 3 clusters
  Score: Raw -3605548.195779 + Penalty 5001.195439 = -3600547.000339
  nChanged 93
		SP:Iteration 27Q (39806.230000 sec): 3 clusters
  Score: Raw -3605603.790884 + Penalty 5001.195439 = -3600602.595444
  nChanged 85
		SP:Iteration 28Q (39806.580000 sec): 3 clusters
  Score: Raw -3605656.923301 + Penalty 5001.195439 = -3600655.727861
  nChanged 71
		SP:Iteration 29Q (39806.920000 sec): 3 clusters
  Score: Raw -3605709.108804 + Penalty 5001.195439 = -3600707.913365
  nChanged 77
		SP:Iteration 30Q (39807.320000 sec): 3 clusters
  Score: Raw -3605759.353638 + Penalty 5001.195439 = -3600758.158199
  nChanged 78
		SP:Iteration 31Q (39807.640000 sec): 3 clusters
  Score: Raw -3605816.658033 + Penalty 5001.195439 = -3600815.462594
  nChanged 72
		SP:Iteration 32Q (39807.960000 sec): 3 clusters
  Score: Raw -3605855.024254 + Penalty 5001.195439 = -3600853.828814
  nChanged 54
		SP:Iteration 33Q (39808.300000 sec): 3 clusters
  Score: Raw -3605882.891503 + Penalty 5001.195439 = -3600881.696064
  nChanged 39
		SP:Iteration 34Q (39808.640000 sec): 3 clusters
  Score: Raw -3605900.898386 + Penalty 5001.195439 = -3600899.702946
  nChanged 27
		SP:Iteration 35Q (39808.970000 sec): 3 clusters
  Score: Raw -3605910.688533 + Penalty 5001.195439 = -3600909.493093
  nChanged 19
		SP:Iteration 36Q (39809.340000 sec): 3 clusters
  Score: Raw -3605919.289794 + Penalty 5001.195439 = -3600918.094355
  nChanged 18
		SP:Iteration 37Q (39809.700000 sec): 3 clusters
  Score: Raw -3605930.493688 + Penalty 5001.195439 = -3600929.298249
  nChanged 21
		SP:Iteration 38Q (39810.080000 sec): 3 clusters
  Score: Raw -3605940.982657 + Penalty 5001.195439 = -3600939.787218
  nChanged 14
		SP:Iteration 39Q (39810.380000 sec): 3 clusters
  Score: Raw -3605948.317719 + Penalty 5001.195439 = -3600947.122280
  nChanged 18
		SP:Iteration 40F (39810.730000 sec): 3 clusters
  Score: Raw -3605955.936102 + Penalty 5001.195439 = -3600954.740663
  nChanged 10
		SP:Iteration 41Q (39811.060000 sec): 3 clusters
  Score: Raw -3605959.752403 + Penalty 5001.195439 = -3600958.556963
  nChanged 12
		SP:Iteration 42Q (39811.490000 sec): 3 clusters
  Score: Raw -3605964.238654 + Penalty 5001.195439 = -3600963.043215
  nChanged 12
		SP:Iteration 43Q (39811.840000 sec): 3 clusters
  Score: Raw -3605970.166670 + Penalty 5001.195439 = -3600968.971230
  nChanged 12
		SP:Iteration 44Q (39812.230000 sec): 3 clusters
  Score: Raw -3605975.611699 + Penalty 5001.195439 = -3600974.416260
  nChanged 10
		SP:Iteration 45Q (39812.590000 sec): 3 clusters
  Score: Raw -3605979.521799 + Penalty 5001.195439 = -3600978.326359
  nChanged 10
		SP:Iteration 46Q (39812.900000 sec): 3 clusters
  Score: Raw -3605983.537705 + Penalty 5001.195439 = -3600982.342266
  nChanged 8
		SP:Iteration 47Q (39813.220000 sec): 3 clusters
  Score: Raw -3605987.001841 + Penalty 5001.195439 = -3600985.806402
  nChanged 4
		SP:Iteration 48Q (39813.560000 sec): 3 clusters
  Score: Raw -3605989.040995 + Penalty 5001.195439 = -3600987.845556
  nChanged 4
		SP:Iteration 49Q (39813.940000 sec): 3 clusters
  Score: Raw -3605990.765783 + Penalty 5001.195439 = -3600989.570344
  nChanged 4
		SP:Iteration 50Q (39814.260000 sec): 3 clusters
  Score: Raw -3605992.528333 + Penalty 5001.195439 = -3600991.332894
  nChanged 6
		SP:Iteration 51Q (39814.620000 sec): 3 clusters
  Score: Raw -3605994.629808 + Penalty 5001.195439 = -3600993.434369
  nChanged 4
		SP:Iteration 52Q (39814.970000 sec): 3 clusters
  Score: Raw -3605995.692495 + Penalty 5001.195439 = -3600994.497056
  nChanged 2
		SP:Iteration 53Q (39815.280000 sec): 3 clusters
  Score: Raw -3605996.483138 + Penalty 5001.195439 = -3600995.287699
  nChanged 3
		SP:Iteration 54Q (39815.590000 sec): 3 clusters
  Score: Raw -3605997.186227 + Penalty 5001.195439 = -3600995.990787
  nChanged 0
		SP:Iteration 55F (39815.940000 sec): 3 clusters
  Score: Raw -3605997.186227 + Penalty 5001.195439 = -3600995.990787
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (7379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39816.040000 sec): 2 clusters
  Score: Raw -1122843.182537 + Penalty 2208.785565 = -1120634.396972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39816.250000 sec): 3 clusters
  Score: Raw -1118974.736267 + Penalty 4417.571130 = -1114557.165137
  nChanged 3006
		SP:Iteration 1F (39816.520000 sec): 3 clusters
  Score: Raw -1120658.332752 + Penalty 4417.571130 = -1116240.761622
  nChanged 514
		SP:Iteration 2F (39816.760000 sec): 3 clusters
  Score: Raw -1120940.793511 + Penalty 4417.571130 = -1116523.222381
  nChanged 439
		SP:Iteration 3F (39817.020000 sec): 3 clusters
  Score: Raw -1121200.121088 + Penalty 4417.571130 = -1116782.549958
  nChanged 369
		SP:Iteration 4F (39817.220000 sec): 3 clusters
  Score: Raw -1121408.284658 + Penalty 4417.571130 = -1116990.713528
  nChanged 316
		SP:Iteration 5Q (39817.400000 sec): 3 clusters
  Score: Raw -1121582.470760 + Penalty 4417.571130 = -1117164.899630
  nChanged 294
		SP:Iteration 6Q (39817.620000 sec): 3 clusters
  Score: Raw -1121756.407875 + Penalty 4417.571130 = -1117338.836745
  nChanged 308
		SP:Iteration 7Q (39817.790000 sec): 3 clusters
  Score: Raw -1121946.679838 + Penalty 4417.571130 = -1117529.108708
  nChanged 297
		SP:Iteration 8Q (39817.990000 sec): 3 clusters
  Score: Raw -1122152.911607 + Penalty 4417.571130 = -1117735.340477
  nChanged 292
		SP:Iteration 9Q (39818.210000 sec): 3 clusters
  Score: Raw -1122360.109064 + Penalty 4417.571130 = -1117942.537934
  nChanged 262
		SP:Iteration 10Q (39818.410000 sec): 3 clusters
  Score: Raw -1122563.773982 + Penalty 4417.571130 = -1118146.202852
  nChanged 236
		SP:Iteration 11Q (39818.610000 sec): 3 clusters
  Score: Raw -1122746.109652 + Penalty 4417.571130 = -1118328.538522
  nChanged 219
		SP:Iteration 12Q (39818.760000 sec): 3 clusters
  Score: Raw -1122912.521949 + Penalty 4417.571130 = -1118494.950819
  nChanged 185
		SP:Iteration 13Q (39818.970000 sec): 3 clusters
  Score: Raw -1123050.823852 + Penalty 4417.571130 = -1118633.252722
  nChanged 139
		SP:Iteration 14Q (39819.190000 sec): 3 clusters
  Score: Raw -1123157.721506 + Penalty 4417.571130 = -1118740.150376
  nChanged 99
		SP:Iteration 15Q (39819.440000 sec): 3 clusters
  Score: Raw -1123232.835206 + Penalty 4417.571130 = -1118815.264076
  nChanged 77
		SP:Iteration 16Q (39819.630000 sec): 3 clusters
  Score: Raw -1123285.064773 + Penalty 4417.571130 = -1118867.493643
  nChanged 63
		SP:Iteration 17Q (39819.820000 sec): 3 clusters
  Score: Raw -1123332.738865 + Penalty 4417.571130 = -1118915.167735
  nChanged 42
		SP:Iteration 18Q (39819.980000 sec): 3 clusters
  Score: Raw -1123357.122709 + Penalty 4417.571130 = -1118939.551579
  nChanged 28
		SP:Iteration 19Q (39820.150000 sec): 3 clusters
  Score: Raw -1123373.477747 + Penalty 4417.571130 = -1118955.906617
  nChanged 17
		SP:Iteration 20F (39820.340000 sec): 3 clusters
  Score: Raw -1123381.587792 + Penalty 4417.571130 = -1118964.016662
  nChanged 12
		SP:Iteration 21Q (39820.550000 sec): 3 clusters
  Score: Raw -1123388.890120 + Penalty 4417.571130 = -1118971.318990
  nChanged 9
		SP:Iteration 22Q (39820.750000 sec): 3 clusters
  Score: Raw -1123393.677470 + Penalty 4417.571130 = -1118976.106340
  nChanged 5
		SP:Iteration 23Q (39821.020000 sec): 3 clusters
  Score: Raw -1123396.702314 + Penalty 4417.571130 = -1118979.131184
  nChanged 3
		SP:Iteration 24Q (39821.190000 sec): 3 clusters
  Score: Raw -1123398.609001 + Penalty 4417.571130 = -1118981.037871
  nChanged 6
		SP:Iteration 25Q (39821.420000 sec): 3 clusters
  Score: Raw -1123401.805682 + Penalty 4417.571130 = -1118984.234553
  nChanged 4
		SP:Iteration 26Q (39821.570000 sec): 3 clusters
  Score: Raw -1123403.982681 + Penalty 4417.571130 = -1118986.411551
  nChanged 5
		SP:Iteration 27Q (39821.760000 sec): 3 clusters
  Score: Raw -1123406.656581 + Penalty 4417.571130 = -1118989.085452
  nChanged 3
		SP:Iteration 28Q (39821.970000 sec): 3 clusters
  Score: Raw -1123409.079332 + Penalty 4417.571130 = -1118991.508202
  nChanged 5
		SP:Iteration 29Q (39822.190000 sec): 3 clusters
  Score: Raw -1123412.064541 + Penalty 4417.571130 = -1118994.493411
  nChanged 4
		SP:Iteration 30Q (39822.380000 sec): 3 clusters
  Score: Raw -1123414.844672 + Penalty 4417.571130 = -1118997.273543
  nChanged 8
		SP:Iteration 31Q (39822.610000 sec): 3 clusters
  Score: Raw -1123421.195800 + Penalty 4417.571130 = -1119003.624670
  nChanged 7
		SP:Iteration 32Q (39822.850000 sec): 3 clusters
  Score: Raw -1123425.593723 + Penalty 4417.571130 = -1119008.022593
  nChanged 3
		SP:Iteration 33Q (39823.070000 sec): 3 clusters
  Score: Raw -1123428.686559 + Penalty 4417.571130 = -1119011.115429
  nChanged 2
		SP:Iteration 34Q (39823.300000 sec): 3 clusters
  Score: Raw -1123429.686327 + Penalty 4417.571130 = -1119012.115197
  nChanged 2
		SP:Iteration 35Q (39823.490000 sec): 3 clusters
  Score: Raw -1123430.716291 + Penalty 4417.571130 = -1119013.145161
  nChanged 2
		SP:Iteration 36Q (39823.800000 sec): 3 clusters
  Score: Raw -1123431.796012 + Penalty 4417.571130 = -1119014.224882
  nChanged 7
		SP:Iteration 37Q (39824.030000 sec): 3 clusters
  Score: Raw -1123435.513271 + Penalty 4417.571130 = -1119017.942141
  nChanged 4
		SP:Iteration 38Q (39824.170000 sec): 3 clusters
  Score: Raw -1123437.273240 + Penalty 4417.571130 = -1119019.702110
  nChanged 5
		SP:Iteration 39Q (39824.390000 sec): 3 clusters
  Score: Raw -1123439.869258 + Penalty 4417.571130 = -1119022.298128
  nChanged 3
		SP:Iteration 40F (39824.570000 sec): 3 clusters
  Score: Raw -1123442.214844 + Penalty 4417.571130 = -1119024.643714
  nChanged 2
		SP:Iteration 41Q (39824.790000 sec): 3 clusters
  Score: Raw -1123443.032616 + Penalty 4417.571130 = -1119025.461486
  nChanged 1
		SP:Iteration 42Q (39825.010000 sec): 3 clusters
  Score: Raw -1123443.554897 + Penalty 4417.571130 = -1119025.983767
  nChanged 0
		SP:Iteration 43F (39825.290000 sec): 3 clusters
  Score: Raw -1123443.554897 + Penalty 4417.571130 = -1119025.983767
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (2515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39825.380000 sec): 2 clusters
  Score: Raw -377418.622021 + Penalty 1941.846964 = -375476.775057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39825.590000 sec): 3 clusters
  Score: Raw -376383.049102 + Penalty 3883.693929 = -372499.355174
  nChanged 881
		SP:Iteration 1F (39825.740000 sec): 3 clusters
  Score: Raw -376984.250632 + Penalty 3883.693929 = -373100.556704
  nChanged 244
		SP:Iteration 2F (39825.880000 sec): 3 clusters
  Score: Raw -377220.303579 + Penalty 3883.693929 = -373336.609650
  nChanged 173
		SP:Iteration 3F (39825.990000 sec): 3 clusters
  Score: Raw -377409.236754 + Penalty 3883.693929 = -373525.542825
  nChanged 122
		SP:Iteration 4Q (39826.140000 sec): 3 clusters
  Score: Raw -377515.344271 + Penalty 3883.693929 = -373631.650342
  nChanged 91
		SP:Iteration 5Q (39826.290000 sec): 3 clusters
  Score: Raw -377583.743305 + Penalty 3883.693929 = -373700.049376
  nChanged 86
		SP:Iteration 6Q (39826.440000 sec): 3 clusters
  Score: Raw -377654.603874 + Penalty 3883.693929 = -373770.909945
  nChanged 71
		SP:Iteration 7Q (39826.540000 sec): 3 clusters
  Score: Raw -377709.445305 + Penalty 3883.693929 = -373825.751376
  nChanged 46
		SP:Iteration 8Q (39826.700000 sec): 3 clusters
  Score: Raw -377742.894865 + Penalty 3883.693929 = -373859.200936
  nChanged 42
		SP:Iteration 9Q (39826.810000 sec): 3 clusters
  Score: Raw -377773.898358 + Penalty 3883.693929 = -373890.204429
  nChanged 40
		SP:Iteration 10Q (39826.960000 sec): 3 clusters
  Score: Raw -377806.676920 + Penalty 3883.693929 = -373922.982992
  nChanged 36
		SP:Iteration 11Q (39827.100000 sec): 3 clusters
  Score: Raw -377829.589511 + Penalty 3883.693929 = -373945.895582
  nChanged 37
		SP:Iteration 12Q (39827.240000 sec): 3 clusters
  Score: Raw -377856.841140 + Penalty 3883.693929 = -373973.147211
  nChanged 28
		SP:Iteration 13Q (39827.390000 sec): 3 clusters
  Score: Raw -377879.073248 + Penalty 3883.693929 = -373995.379319
  nChanged 31
		SP:Iteration 14Q (39827.490000 sec): 3 clusters
  Score: Raw -377903.397298 + Penalty 3883.693929 = -374019.703369
  nChanged 28
		SP:Iteration 15Q (39827.670000 sec): 3 clusters
  Score: Raw -377919.947670 + Penalty 3883.693929 = -374036.253741
  nChanged 23
		SP:Iteration 16Q (39827.780000 sec): 3 clusters
  Score: Raw -377936.549461 + Penalty 3883.693929 = -374052.855532
  nChanged 15
		SP:Iteration 17Q (39827.970000 sec): 3 clusters
  Score: Raw -377946.951928 + Penalty 3883.693929 = -374063.257999
  nChanged 15
		SP:Iteration 18Q (39828.120000 sec): 3 clusters
  Score: Raw -377958.470849 + Penalty 3883.693929 = -374074.776920
  nChanged 10
		SP:Iteration 19Q (39828.280000 sec): 3 clusters
  Score: Raw -377965.132563 + Penalty 3883.693929 = -374081.438634
  nChanged 6
		SP:Iteration 20F (39828.420000 sec): 3 clusters
  Score: Raw -377969.908685 + Penalty 3883.693929 = -374086.214756
  nChanged 4
		SP:Iteration 21Q (39828.580000 sec): 3 clusters
  Score: Raw -377971.968008 + Penalty 3883.693929 = -374088.274079
  nChanged 2
		SP:Iteration 22Q (39828.740000 sec): 3 clusters
  Score: Raw -377973.058442 + Penalty 3883.693929 = -374089.364513
  nChanged 4
		SP:Iteration 23Q (39828.870000 sec): 3 clusters
  Score: Raw -377975.344082 + Penalty 3883.693929 = -374091.650153
  nChanged 5
		SP:Iteration 24Q (39829.020000 sec): 3 clusters
  Score: Raw -377978.441178 + Penalty 3883.693929 = -374094.747249
  nChanged 4
		SP:Iteration 25Q (39829.230000 sec): 3 clusters
  Score: Raw -377981.016831 + Penalty 3883.693929 = -374097.322902
  nChanged 3
		SP:Iteration 26Q (39829.390000 sec): 3 clusters
  Score: Raw -377982.557102 + Penalty 3883.693929 = -374098.863173
  nChanged 3
		SP:Iteration 27Q (39829.550000 sec): 3 clusters
  Score: Raw -377984.400540 + Penalty 3883.693929 = -374100.706612
  nChanged 5
		SP:Iteration 28Q (39829.670000 sec): 3 clusters
  Score: Raw -377987.039452 + Penalty 3883.693929 = -374103.345523
  nChanged 3
		SP:Iteration 29Q (39829.810000 sec): 3 clusters
  Score: Raw -377990.270011 + Penalty 3883.693929 = -374106.576082
  nChanged 3
		SP:Iteration 30Q (39829.920000 sec): 3 clusters
  Score: Raw -377991.981731 + Penalty 3883.693929 = -374108.287802
  nChanged 4
		SP:Iteration 31Q (39830.100000 sec): 3 clusters
  Score: Raw -377994.057860 + Penalty 3883.693929 = -374110.363931
  nChanged 8
		SP:Iteration 32Q (39830.240000 sec): 3 clusters
  Score: Raw -377997.118043 + Penalty 3883.693929 = -374113.424114
  nChanged 1
		SP:Iteration 33Q (39830.380000 sec): 3 clusters
  Score: Raw -377998.987429 + Penalty 3883.693929 = -374115.293500
  nChanged 4
		SP:Iteration 34Q (39830.520000 sec): 3 clusters
  Score: Raw -378000.748207 + Penalty 3883.693929 = -374117.054278
  nChanged 2
		SP:Iteration 35Q (39830.650000 sec): 3 clusters
  Score: Raw -378001.420290 + Penalty 3883.693929 = -374117.726361
  nChanged 1
		SP:Iteration 36Q (39830.820000 sec): 3 clusters
  Score: Raw -378002.296752 + Penalty 3883.693929 = -374118.602823
  nChanged 0
		SP:Iteration 37F (39831.010000 sec): 3 clusters
  Score: Raw -378002.296752 + Penalty 3883.693929 = -374118.602823
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (4840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39831.130000 sec): 2 clusters
  Score: Raw -747161.307632 + Penalty 2104.198160 = -745057.109472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39831.300000 sec): 3 clusters
  Score: Raw -744896.903686 + Penalty 4208.396320 = -740688.507366
  nChanged 1757
		SP:Iteration 1F (39831.530000 sec): 3 clusters
  Score: Raw -745928.113460 + Penalty 4208.396320 = -741719.717140
  nChanged 375
		SP:Iteration 2F (39831.740000 sec): 3 clusters
  Score: Raw -746155.831558 + Penalty 4208.396320 = -741947.435238
  nChanged 240
		SP:Iteration 3Q (39831.980000 sec): 3 clusters
  Score: Raw -746305.329629 + Penalty 4208.396320 = -742096.933309
  nChanged 197
		SP:Iteration 4Q (39832.160000 sec): 3 clusters
  Score: Raw -746424.997516 + Penalty 4208.396320 = -742216.601196
  nChanged 181
		SP:Iteration 5Q (39832.440000 sec): 3 clusters
  Score: Raw -746537.781815 + Penalty 4208.396320 = -742329.385495
  nChanged 146
		SP:Iteration 6Q (39832.660000 sec): 3 clusters
  Score: Raw -746619.468098 + Penalty 4208.396320 = -742411.071778
  nChanged 131
		SP:Iteration 7Q (39832.850000 sec): 3 clusters
  Score: Raw -746693.747956 + Penalty 4208.396320 = -742485.351636
  nChanged 128
		SP:Iteration 8Q (39833.090000 sec): 3 clusters
  Score: Raw -746767.991096 + Penalty 4208.396320 = -742559.594776
  nChanged 144
		SP:Iteration 9Q (39833.300000 sec): 3 clusters
  Score: Raw -746849.855233 + Penalty 4208.396320 = -742641.458913
  nChanged 148
		SP:Iteration 10Q (39833.550000 sec): 3 clusters
  Score: Raw -746934.689060 + Penalty 4208.396320 = -742726.292740
  nChanged 139
		SP:Iteration 11Q (39833.740000 sec): 3 clusters
  Score: Raw -747034.848593 + Penalty 4208.396320 = -742826.452273
  nChanged 149
		SP:Iteration 12Q (39833.940000 sec): 3 clusters
  Score: Raw -747129.632435 + Penalty 4208.396320 = -742921.236115
  nChanged 134
		SP:Iteration 13Q (39834.160000 sec): 3 clusters
  Score: Raw -747213.533059 + Penalty 4208.396320 = -743005.136739
  nChanged 127
		SP:Iteration 14Q (39834.340000 sec): 3 clusters
  Score: Raw -747292.523943 + Penalty 4208.396320 = -743084.127623
  nChanged 118
		SP:Iteration 15Q (39834.560000 sec): 3 clusters
  Score: Raw -747366.795976 + Penalty 4208.396320 = -743158.399656
  nChanged 81
		SP:Iteration 16Q (39834.810000 sec): 3 clusters
  Score: Raw -747428.350424 + Penalty 4208.396320 = -743219.954104
  nChanged 79
		SP:Iteration 17Q (39835.040000 sec): 3 clusters
  Score: Raw -747481.390098 + Penalty 4208.396320 = -743272.993778
  nChanged 59
		SP:Iteration 18Q (39835.250000 sec): 3 clusters
  Score: Raw -747517.187324 + Penalty 4208.396320 = -743308.791004
  nChanged 51
		SP:Iteration 19Q (39835.500000 sec): 3 clusters
  Score: Raw -747544.025620 + Penalty 4208.396320 = -743335.629301
  nChanged 43
		SP:Iteration 20F (39835.670000 sec): 3 clusters
  Score: Raw -747571.247455 + Penalty 4208.396320 = -743362.851135
  nChanged 32
		SP:Iteration 21Q (39835.830000 sec): 3 clusters
  Score: Raw -747589.254750 + Penalty 4208.396320 = -743380.858430
  nChanged 32
		SP:Iteration 22Q (39836.030000 sec): 3 clusters
  Score: Raw -747607.380197 + Penalty 4208.396320 = -743398.983877
  nChanged 28
		SP:Iteration 23Q (39836.200000 sec): 3 clusters
  Score: Raw -747630.749765 + Penalty 4208.396320 = -743422.353445
  nChanged 32
		SP:Iteration 24Q (39836.380000 sec): 3 clusters
  Score: Raw -747656.541483 + Penalty 4208.396320 = -743448.145163
  nChanged 29
		SP:Iteration 25Q (39836.570000 sec): 3 clusters
  Score: Raw -747674.124110 + Penalty 4208.396320 = -743465.727790
  nChanged 19
		SP:Iteration 26Q (39836.750000 sec): 3 clusters
  Score: Raw -747688.911819 + Penalty 4208.396320 = -743480.515499
  nChanged 23
		SP:Iteration 27Q (39836.950000 sec): 3 clusters
  Score: Raw -747705.858735 + Penalty 4208.396320 = -743497.462415
  nChanged 16
		SP:Iteration 28Q (39837.090000 sec): 3 clusters
  Score: Raw -747719.287056 + Penalty 4208.396320 = -743510.890736
  nChanged 16
		SP:Iteration 29Q (39837.190000 sec): 3 clusters
  Score: Raw -747731.952760 + Penalty 4208.396320 = -743523.556440
  nChanged 10
		SP:Iteration 30Q (39837.380000 sec): 3 clusters
  Score: Raw -747739.685232 + Penalty 4208.396320 = -743531.288912
  nChanged 11
		SP:Iteration 31Q (39837.570000 sec): 3 clusters
  Score: Raw -747746.728145 + Penalty 4208.396320 = -743538.331825
  nChanged 11
		SP:Iteration 32Q (39837.750000 sec): 3 clusters
  Score: Raw -747752.306864 + Penalty 4208.396320 = -743543.910544
  nChanged 7
		SP:Iteration 33Q (39837.900000 sec): 3 clusters
  Score: Raw -747755.156131 + Penalty 4208.396320 = -743546.759811
  nChanged 3
		SP:Iteration 34Q (39838.100000 sec): 3 clusters
  Score: Raw -747756.063225 + Penalty 4208.396320 = -743547.666905
  nChanged 2
		SP:Iteration 35Q (39838.280000 sec): 3 clusters
  Score: Raw -747757.339304 + Penalty 4208.396320 = -743548.942984
  nChanged 5
		SP:Iteration 36Q (39838.460000 sec): 3 clusters
  Score: Raw -747761.197402 + Penalty 4208.396320 = -743552.801083
  nChanged 4
		SP:Iteration 37Q (39838.660000 sec): 3 clusters
  Score: Raw -747764.117411 + Penalty 4208.396320 = -743555.721091
  nChanged 5
		SP:Iteration 38Q (39838.850000 sec): 3 clusters
  Score: Raw -747767.894240 + Penalty 4208.396320 = -743559.497920
  nChanged 5
		SP:Iteration 39Q (39838.970000 sec): 3 clusters
  Score: Raw -747775.832636 + Penalty 4208.396320 = -743567.436316
  nChanged 14
		SP:Iteration 40F (39839.140000 sec): 3 clusters
  Score: Raw -747788.149950 + Penalty 4208.396320 = -743579.753630
  nChanged 14
		SP:Iteration 41Q (39839.310000 sec): 3 clusters
  Score: Raw -747797.402517 + Penalty 4208.396320 = -743589.006197
  nChanged 11
		SP:Iteration 42Q (39839.540000 sec): 3 clusters
  Score: Raw -747806.112043 + Penalty 4208.396320 = -743597.715723
  nChanged 16
		SP:Iteration 43Q (39839.660000 sec): 3 clusters
  Score: Raw -747818.430361 + Penalty 4208.396320 = -743610.034041
  nChanged 16
		SP:Iteration 44Q (39839.880000 sec): 3 clusters
  Score: Raw -747832.519346 + Penalty 4208.396320 = -743624.123027
  nChanged 11
		SP:Iteration 45Q (39840.090000 sec): 3 clusters
  Score: Raw -747841.017135 + Penalty 4208.396320 = -743632.620815
  nChanged 10
		SP:Iteration 46Q (39840.270000 sec): 3 clusters
  Score: Raw -747850.534180 + Penalty 4208.396320 = -743642.137860
  nChanged 10
		SP:Iteration 47Q (39840.440000 sec): 3 clusters
  Score: Raw -747856.286642 + Penalty 4208.396320 = -743647.890322
  nChanged 13
		SP:Iteration 48Q (39840.610000 sec): 3 clusters
  Score: Raw -747863.654534 + Penalty 4208.396320 = -743655.258214
  nChanged 6
		SP:Iteration 49Q (39840.820000 sec): 3 clusters
  Score: Raw -747867.036383 + Penalty 4208.396320 = -743658.640064
  nChanged 3
		SP:Iteration 50Q (39841.010000 sec): 3 clusters
  Score: Raw -747869.432509 + Penalty 4208.396320 = -743661.036189
  nChanged 1
		SP:Iteration 51Q (39841.220000 sec): 3 clusters
  Score: Raw -747869.834962 + Penalty 4208.396320 = -743661.438642
  nChanged 0
		SP:Iteration 52F (39841.430000 sec): 3 clusters
  Score: Raw -747869.834962 + Penalty 4208.396320 = -743661.438642
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (2069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39841.530000 sec): 2 clusters
  Score: Raw -321487.002801 + Penalty 1893.435528 = -319593.567273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39841.720000 sec): 3 clusters
  Score: Raw -320687.984974 + Penalty 3786.871056 = -316901.113918
  nChanged 691
		SP:Iteration 1F (39841.940000 sec): 3 clusters
  Score: Raw -321165.718178 + Penalty 3786.871056 = -317378.847122
  nChanged 171
		SP:Iteration 2F (39842.100000 sec): 3 clusters
  Score: Raw -321311.791773 + Penalty 3786.871056 = -317524.920717
  nChanged 101
		SP:Iteration 3Q (39842.200000 sec): 3 clusters
  Score: Raw -321406.304450 + Penalty 3786.871056 = -317619.433394
  nChanged 70
		SP:Iteration 4Q (39842.340000 sec): 3 clusters
  Score: Raw -321458.670165 + Penalty 3786.871056 = -317671.799109
  nChanged 42
		SP:Iteration 5Q (39842.540000 sec): 3 clusters
  Score: Raw -321492.974707 + Penalty 3786.871056 = -317706.103650
  nChanged 38
		SP:Iteration 6Q (39842.670000 sec): 3 clusters
  Score: Raw -321524.145501 + Penalty 3786.871056 = -317737.274445
  nChanged 36
		SP:Iteration 7Q (39842.780000 sec): 3 clusters
  Score: Raw -321548.301766 + Penalty 3786.871056 = -317761.430710
  nChanged 23
		SP:Iteration 8Q (39842.950000 sec): 3 clusters
  Score: Raw -321563.630668 + Penalty 3786.871056 = -317776.759612
  nChanged 27
		SP:Iteration 9Q (39843.080000 sec): 3 clusters
  Score: Raw -321583.484690 + Penalty 3786.871056 = -317796.613634
  nChanged 37
		SP:Iteration 10Q (39843.200000 sec): 3 clusters
  Score: Raw -321622.585257 + Penalty 3786.871056 = -317835.714201
  nChanged 56
		SP:Iteration 11Q (39843.360000 sec): 3 clusters
  Score: Raw -321677.130562 + Penalty 3786.871056 = -317890.259506
  nChanged 56
		SP:Iteration 12Q (39843.490000 sec): 3 clusters
  Score: Raw -321736.863560 + Penalty 3786.871056 = -317949.992504
  nChanged 64
		SP:Iteration 13Q (39843.640000 sec): 3 clusters
  Score: Raw -321804.593610 + Penalty 3786.871056 = -318017.722554
  nChanged 68
		SP:Iteration 14Q (39843.780000 sec): 3 clusters
  Score: Raw -321880.262898 + Penalty 3786.871056 = -318093.391842
  nChanged 65
		SP:Iteration 15Q (39843.930000 sec): 3 clusters
  Score: Raw -321949.264555 + Penalty 3786.871056 = -318162.393499
  nChanged 61
		SP:Iteration 16Q (39844.140000 sec): 3 clusters
  Score: Raw -322015.674583 + Penalty 3786.871056 = -318228.803527
  nChanged 60
		SP:Iteration 17Q (39844.250000 sec): 3 clusters
  Score: Raw -322087.550167 + Penalty 3786.871056 = -318300.679111
  nChanged 50
		SP:Iteration 18Q (39844.440000 sec): 3 clusters
  Score: Raw -322149.090031 + Penalty 3786.871056 = -318362.218975
  nChanged 38
		SP:Iteration 19Q (39844.640000 sec): 3 clusters
  Score: Raw -322188.357980 + Penalty 3786.871056 = -318401.486924
  nChanged 26
		SP:Iteration 20F (39844.820000 sec): 3 clusters
  Score: Raw -322242.859797 + Penalty 3786.871056 = -318455.988741
  nChanged 41
		SP:Iteration 21Q (39844.960000 sec): 3 clusters
  Score: Raw -322307.797617 + Penalty 3786.871056 = -318520.926561
  nChanged 42
		SP:Iteration 22Q (39845.100000 sec): 3 clusters
  Score: Raw -322369.846091 + Penalty 3786.871056 = -318582.975035
  nChanged 37
		SP:Iteration 23Q (39845.280000 sec): 3 clusters
  Score: Raw -322430.250496 + Penalty 3786.871056 = -318643.379440
  nChanged 35
		SP:Iteration 24Q (39845.430000 sec): 3 clusters
  Score: Raw -322482.139680 + Penalty 3786.871056 = -318695.268624
  nChanged 34
		SP:Iteration 25Q (39845.600000 sec): 3 clusters
  Score: Raw -322527.776973 + Penalty 3786.871056 = -318740.905917
  nChanged 23
		SP:Iteration 26Q (39845.700000 sec): 3 clusters
  Score: Raw -322554.549859 + Penalty 3786.871056 = -318767.678802
  nChanged 18
		SP:Iteration 27Q (39845.800000 sec): 3 clusters
  Score: Raw -322575.967258 + Penalty 3786.871056 = -318789.096202
  nChanged 10
		SP:Iteration 28Q (39845.900000 sec): 3 clusters
  Score: Raw -322583.712379 + Penalty 3786.871056 = -318796.841323
  nChanged 7
		SP:Iteration 29Q (39845.990000 sec): 3 clusters
  Score: Raw -322587.957232 + Penalty 3786.871056 = -318801.086175
  nChanged 4
		SP:Iteration 30Q (39846.090000 sec): 3 clusters
  Score: Raw -322590.882551 + Penalty 3786.871056 = -318804.011495
  nChanged 0
		SP:Iteration 31F (39846.280000 sec): 3 clusters
  Score: Raw -322590.882551 + Penalty 3786.871056 = -318804.011495
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (9543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39846.420000 sec): 2 clusters
  Score: Raw -1479084.918013 + Penalty 2272.563669 = -1476812.354345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39846.620000 sec): 3 clusters
  Score: Raw -1473987.367537 + Penalty 4545.127337 = -1469442.240200
  nChanged 3990
		SP:Iteration 1F (39846.810000 sec): 3 clusters
  Score: Raw -1476450.822829 + Penalty 4545.127337 = -1471905.695491
  nChanged 868
		SP:Iteration 2F (39847.090000 sec): 3 clusters
  Score: Raw -1477259.836942 + Penalty 4545.127337 = -1472714.709604
  nChanged 820
		SP:Iteration 3F (39847.310000 sec): 3 clusters
  Score: Raw -1478271.719849 + Penalty 4545.127337 = -1473726.592511
  nChanged 812
		SP:Iteration 4F (39847.600000 sec): 3 clusters
  Score: Raw -1479262.354119 + Penalty 4545.127337 = -1474717.226781
  nChanged 698
		SP:Iteration 5F (39847.830000 sec): 3 clusters
  Score: Raw -1480123.884192 + Penalty 4545.127337 = -1475578.756855
  nChanged 563
		SP:Iteration 6F (39848.040000 sec): 3 clusters
  Score: Raw -1480820.209884 + Penalty 4545.127337 = -1476275.082546
  nChanged 457
		SP:Iteration 7Q (39848.260000 sec): 3 clusters
  Score: Raw -1481355.718402 + Penalty 4545.127337 = -1476810.591065
  nChanged 342
		SP:Iteration 8Q (39848.460000 sec): 3 clusters
  Score: Raw -1481753.578149 + Penalty 4545.127337 = -1477208.450812
  nChanged 313
		SP:Iteration 9Q (39848.720000 sec): 3 clusters
  Score: Raw -1482133.696754 + Penalty 4545.127337 = -1477588.569416
  nChanged 232
		SP:Iteration 10Q (39848.960000 sec): 3 clusters
  Score: Raw -1482427.725517 + Penalty 4545.127337 = -1477882.598179
  nChanged 173
		SP:Iteration 11Q (39849.100000 sec): 3 clusters
  Score: Raw -1482629.058783 + Penalty 4545.127337 = -1478083.931446
  nChanged 128
		SP:Iteration 12Q (39849.390000 sec): 3 clusters
  Score: Raw -1482733.430843 + Penalty 4545.127337 = -1478188.303505
  nChanged 84
		SP:Iteration 13Q (39849.570000 sec): 3 clusters
  Score: Raw -1482794.263484 + Penalty 4545.127337 = -1478249.136146
  nChanged 49
		SP:Iteration 14Q (39849.750000 sec): 3 clusters
  Score: Raw -1482834.928883 + Penalty 4545.127337 = -1478289.801545
  nChanged 50
		SP:Iteration 15Q (39849.900000 sec): 3 clusters
  Score: Raw -1482873.183800 + Penalty 4545.127337 = -1478328.056463
  nChanged 50
		SP:Iteration 16Q (39850.130000 sec): 3 clusters
  Score: Raw -1482905.186495 + Penalty 4545.127337 = -1478360.059157
  nChanged 37
		SP:Iteration 17Q (39850.290000 sec): 3 clusters
  Score: Raw -1482922.374853 + Penalty 4545.127337 = -1478377.247515
  nChanged 22
		SP:Iteration 18Q (39850.500000 sec): 3 clusters
  Score: Raw -1482932.799361 + Penalty 4545.127337 = -1478387.672023
  nChanged 18
		SP:Iteration 19Q (39850.700000 sec): 3 clusters
  Score: Raw -1482940.311279 + Penalty 4545.127337 = -1478395.183942
  nChanged 8
		SP:Iteration 20F (39850.910000 sec): 3 clusters
  Score: Raw -1482942.826979 + Penalty 4545.127337 = -1478397.699641
  nChanged 7
		SP:Iteration 21Q (39851.160000 sec): 3 clusters
  Score: Raw -1482944.883555 + Penalty 4545.127337 = -1478399.756217
  nChanged 4
		SP:Iteration 22Q (39851.360000 sec): 3 clusters
  Score: Raw -1482945.763776 + Penalty 4545.127337 = -1478400.636439
  nChanged 4
		SP:Iteration 23Q (39851.580000 sec): 3 clusters
  Score: Raw -1482946.676523 + Penalty 4545.127337 = -1478401.549185
  nChanged 4
		SP:Iteration 24Q (39851.740000 sec): 3 clusters
  Score: Raw -1482947.589167 + Penalty 4545.127337 = -1478402.461829
  nChanged 0
		SP:Iteration 25F (39851.910000 sec): 3 clusters
  Score: Raw -1482947.589167 + Penalty 4545.127337 = -1478402.461829
  nChanged 0

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

 Trying to split cluster 63 (690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39852.030000 sec): 2 clusters
  Score: Raw -100092.437164 + Penalty 1621.099516 = -98471.337648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39852.190000 sec): 3 clusters
  Score: Raw -100168.064444 + Penalty 3242.199032 = -96925.865412
  nChanged 169
		SP:Iteration 1F (39852.300000 sec): 3 clusters
  Score: Raw -100515.403162 + Penalty 3242.199032 = -97273.204130
  nChanged 40
		SP:Iteration 2F (39852.460000 sec): 3 clusters
  Score: Raw -100593.162723 + Penalty 3242.199032 = -97350.963690
  nChanged 19
		SP:Iteration 3Q (39852.550000 sec): 3 clusters
  Score: Raw -100626.663258 + Penalty 3242.199032 = -97384.464226
  nChanged 14
		SP:Iteration 4Q (39852.690000 sec): 3 clusters
  Score: Raw -100659.575997 + Penalty 3242.199032 = -97417.376965
  nChanged 13
		SP:Iteration 5Q (39852.840000 sec): 3 clusters
  Score: Raw -100679.222580 + Penalty 3242.199032 = -97437.023547
  nChanged 17
		SP:Iteration 6Q (39852.930000 sec): 3 clusters
  Score: Raw -100712.508816 + Penalty 3242.199032 = -97470.309783
  nChanged 19
		SP:Iteration 7Q (39853.100000 sec): 3 clusters
  Score: Raw -100734.169130 + Penalty 3242.199032 = -97491.970098
  nChanged 16
		SP:Iteration 8Q (39853.240000 sec): 3 clusters
  Score: Raw -100764.801442 + Penalty 3242.199032 = -97522.602410
  nChanged 16
		SP:Iteration 9Q (39853.340000 sec): 3 clusters
  Score: Raw -100784.203610 + Penalty 3242.199032 = -97542.004578
  nChanged 16
		SP:Iteration 10Q (39853.490000 sec): 3 clusters
  Score: Raw -100811.993774 + Penalty 3242.199032 = -97569.794741
  nChanged 13
		SP:Iteration 11Q (39853.580000 sec): 3 clusters
  Score: Raw -100826.381596 + Penalty 3242.199032 = -97584.182563
  nChanged 6
		SP:Iteration 12Q (39853.730000 sec): 3 clusters
  Score: Raw -100830.737427 + Penalty 3242.199032 = -97588.538395
  nChanged 0
		SP:Iteration 13F (39853.820000 sec): 3 clusters
  Score: Raw -100830.737427 + Penalty 3242.199032 = -97588.538395
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (4486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39853.990000 sec): 2 clusters
  Score: Raw -598691.460974 + Penalty 2085.361745 = -596606.099228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39854.170000 sec): 3 clusters
  Score: Raw -596650.281367 + Penalty 4170.723491 = -592479.557876
  nChanged 1666
		SP:Iteration 1F (39854.330000 sec): 3 clusters
  Score: Raw -597963.437313 + Penalty 4170.723491 = -593792.713822
  nChanged 510
		SP:Iteration 2F (39854.590000 sec): 3 clusters
  Score: Raw -598539.935389 + Penalty 4170.723491 = -594369.211898
  nChanged 369
		SP:Iteration 3F (39854.760000 sec): 3 clusters
  Score: Raw -598918.426407 + Penalty 4170.723491 = -594747.702916
  nChanged 258
		SP:Iteration 4F (39854.960000 sec): 3 clusters
  Score: Raw -599207.585362 + Penalty 4170.723491 = -595036.861872
  nChanged 252
		SP:Iteration 5F (39855.160000 sec): 3 clusters
  Score: Raw -599477.885883 + Penalty 4170.723491 = -595307.162392
  nChanged 231
		SP:Iteration 6F (39855.360000 sec): 3 clusters
  Score: Raw -599706.803649 + Penalty 4170.723491 = -595536.080158
  nChanged 180
		SP:Iteration 7Q (39855.510000 sec): 3 clusters
  Score: Raw -599862.449191 + Penalty 4170.723491 = -595691.725700
  nChanged 132
		SP:Iteration 8Q (39855.710000 sec): 3 clusters
  Score: Raw -599959.191863 + Penalty 4170.723491 = -595788.468372
  nChanged 95
		SP:Iteration 9Q (39855.910000 sec): 3 clusters
  Score: Raw -600034.030172 + Penalty 4170.723491 = -595863.306682
  nChanged 77
		SP:Iteration 10Q (39856.080000 sec): 3 clusters
  Score: Raw -600097.246101 + Penalty 4170.723491 = -595926.522611
  nChanged 55
		SP:Iteration 11Q (39856.280000 sec): 3 clusters
  Score: Raw -600131.714659 + Penalty 4170.723491 = -595960.991168
  nChanged 44
		SP:Iteration 12Q (39856.470000 sec): 3 clusters
  Score: Raw -600155.034369 + Penalty 4170.723491 = -595984.310878
  nChanged 38
		SP:Iteration 13Q (39856.680000 sec): 3 clusters
  Score: Raw -600173.004394 + Penalty 4170.723491 = -596002.280904
  nChanged 24
		SP:Iteration 14Q (39856.840000 sec): 3 clusters
  Score: Raw -600187.953886 + Penalty 4170.723491 = -596017.230395
  nChanged 29
		SP:Iteration 15Q (39857.050000 sec): 3 clusters
  Score: Raw -600207.403171 + Penalty 4170.723491 = -596036.679680
  nChanged 24
		SP:Iteration 16Q (39857.220000 sec): 3 clusters
  Score: Raw -600216.448977 + Penalty 4170.723491 = -596045.725487
  nChanged 21
		SP:Iteration 17Q (39857.460000 sec): 3 clusters
  Score: Raw -600227.262381 + Penalty 4170.723491 = -596056.538890
  nChanged 22
		SP:Iteration 18Q (39857.680000 sec): 3 clusters
  Score: Raw -600240.661563 + Penalty 4170.723491 = -596069.938072
  nChanged 17
		SP:Iteration 19Q (39857.850000 sec): 3 clusters
  Score: Raw -600247.201580 + Penalty 4170.723491 = -596076.478090
  nChanged 11
		SP:Iteration 20F (39858.090000 sec): 3 clusters
  Score: Raw -600254.496117 + Penalty 4170.723491 = -596083.772626
  nChanged 10
		SP:Iteration 21Q (39858.250000 sec): 3 clusters
  Score: Raw -600264.188517 + Penalty 4170.723491 = -596093.465026
  nChanged 10
		SP:Iteration 22Q (39858.440000 sec): 3 clusters
  Score: Raw -600267.615841 + Penalty 4170.723491 = -596096.892351
  nChanged 6
		SP:Iteration 23Q (39858.550000 sec): 3 clusters
  Score: Raw -600270.288485 + Penalty 4170.723491 = -596099.564994
  nChanged 5
		SP:Iteration 24Q (39858.750000 sec): 3 clusters
  Score: Raw -600271.349911 + Penalty 4170.723491 = -596100.626421
  nChanged 2
		SP:Iteration 25Q (39858.900000 sec): 3 clusters
  Score: Raw -600271.648247 + Penalty 4170.723491 = -596100.924756
  nChanged 0
		SP:Iteration 26F (39859.080000 sec): 3 clusters
  Score: Raw -600271.648247 + Penalty 4170.723491 = -596100.924756
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (3472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39859.210000 sec): 2 clusters
  Score: Raw -547390.922628 + Penalty 2021.816547 = -545369.106081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39859.410000 sec): 3 clusters
  Score: Raw -545849.352642 + Penalty 4043.633094 = -541805.719549
  nChanged 1259
		SP:Iteration 1F (39859.680000 sec): 3 clusters
  Score: Raw -546628.506804 + Penalty 4043.633094 = -542584.873710
  nChanged 267
		SP:Iteration 2F (39859.870000 sec): 3 clusters
  Score: Raw -546811.156040 + Penalty 4043.633094 = -542767.522947
  nChanged 177
		SP:Iteration 3F (39860.090000 sec): 3 clusters
  Score: Raw -546922.140268 + Penalty 4043.633094 = -542878.507174
  nChanged 109
		SP:Iteration 4Q (39860.310000 sec): 3 clusters
  Score: Raw -546993.824819 + Penalty 4043.633094 = -542950.191726
  nChanged 103
		SP:Iteration 5Q (39860.490000 sec): 3 clusters
  Score: Raw -547052.324720 + Penalty 4043.633094 = -543008.691626
  nChanged 95
		SP:Iteration 6Q (39860.670000 sec): 3 clusters
  Score: Raw -547112.159222 + Penalty 4043.633094 = -543068.526128
  nChanged 91
		SP:Iteration 7Q (39860.910000 sec): 3 clusters
  Score: Raw -547170.053925 + Penalty 4043.633094 = -543126.420832
  nChanged 80
		SP:Iteration 8Q (39861.070000 sec): 3 clusters
  Score: Raw -547224.519148 + Penalty 4043.633094 = -543180.886055
  nChanged 97
		SP:Iteration 9Q (39861.290000 sec): 3 clusters
  Score: Raw -547295.816133 + Penalty 4043.633094 = -543252.183039
  nChanged 98
		SP:Iteration 10Q (39861.460000 sec): 3 clusters
  Score: Raw -547355.960854 + Penalty 4043.633094 = -543312.327761
  nChanged 72
		SP:Iteration 11Q (39861.680000 sec): 3 clusters
  Score: Raw -547402.836455 + Penalty 4043.633094 = -543359.203362
  nChanged 73
		SP:Iteration 12Q (39861.860000 sec): 3 clusters
  Score: Raw -547458.489065 + Penalty 4043.633094 = -543414.855971
  nChanged 83
		SP:Iteration 13Q (39862.050000 sec): 3 clusters
  Score: Raw -547514.559128 + Penalty 4043.633094 = -543470.926034
  nChanged 73
		SP:Iteration 14Q (39862.190000 sec): 3 clusters
  Score: Raw -547566.994833 + Penalty 4043.633094 = -543523.361740
  nChanged 79
		SP:Iteration 15Q (39862.340000 sec): 3 clusters
  Score: Raw -547617.539720 + Penalty 4043.633094 = -543573.906627
  nChanged 58
		SP:Iteration 16Q (39862.490000 sec): 3 clusters
  Score: Raw -547655.141084 + Penalty 4043.633094 = -543611.507990
  nChanged 43
		SP:Iteration 17Q (39862.630000 sec): 3 clusters
  Score: Raw -547682.883890 + Penalty 4043.633094 = -543639.250796
  nChanged 41
		SP:Iteration 18Q (39862.780000 sec): 3 clusters
  Score: Raw -547711.900000 + Penalty 4043.633094 = -543668.266907
  nChanged 28
		SP:Iteration 19Q (39862.920000 sec): 3 clusters
  Score: Raw -547732.687396 + Penalty 4043.633094 = -543689.054302
  nChanged 34
		SP:Iteration 20F (39863.060000 sec): 3 clusters
  Score: Raw -547753.086800 + Penalty 4043.633094 = -543709.453706
  nChanged 27
		SP:Iteration 21Q (39863.210000 sec): 3 clusters
  Score: Raw -547768.235842 + Penalty 4043.633094 = -543724.602748
  nChanged 18
		SP:Iteration 22Q (39863.420000 sec): 3 clusters
  Score: Raw -547779.195618 + Penalty 4043.633094 = -543735.562525
  nChanged 17
		SP:Iteration 23Q (39863.560000 sec): 3 clusters
  Score: Raw -547788.525327 + Penalty 4043.633094 = -543744.892234
  nChanged 11
		SP:Iteration 24Q (39863.700000 sec): 3 clusters
  Score: Raw -547793.418047 + Penalty 4043.633094 = -543749.784954
  nChanged 7
		SP:Iteration 25Q (39863.850000 sec): 3 clusters
  Score: Raw -547796.731201 + Penalty 4043.633094 = -543753.098108
  nChanged 4
		SP:Iteration 26Q (39863.990000 sec): 3 clusters
  Score: Raw -547798.898442 + Penalty 4043.633094 = -543755.265349
  nChanged 4
		SP:Iteration 27Q (39864.180000 sec): 3 clusters
  Score: Raw -547801.763307 + Penalty 4043.633094 = -543758.130213
  nChanged 5
		SP:Iteration 28Q (39864.370000 sec): 3 clusters
  Score: Raw -547804.774782 + Penalty 4043.633094 = -543761.141688
  nChanged 5
		SP:Iteration 29Q (39864.560000 sec): 3 clusters
  Score: Raw -547808.696007 + Penalty 4043.633094 = -543765.062914
  nChanged 5
		SP:Iteration 30Q (39864.740000 sec): 3 clusters
  Score: Raw -547812.173431 + Penalty 4043.633094 = -543768.540337
  nChanged 12
		SP:Iteration 31Q (39864.880000 sec): 3 clusters
  Score: Raw -547821.080453 + Penalty 4043.633094 = -543777.447360
  nChanged 12
		SP:Iteration 32Q (39865.110000 sec): 3 clusters
  Score: Raw -547828.744828 + Penalty 4043.633094 = -543785.111735
  nChanged 11
		SP:Iteration 33Q (39865.290000 sec): 3 clusters
  Score: Raw -547836.241286 + Penalty 4043.633094 = -543792.608192
  nChanged 9
		SP:Iteration 34Q (39865.470000 sec): 3 clusters
  Score: Raw -547842.490388 + Penalty 4043.633094 = -543798.857294
  nChanged 5
		SP:Iteration 35Q (39865.650000 sec): 3 clusters
  Score: Raw -547845.928207 + Penalty 4043.633094 = -543802.295113
  nChanged 7
		SP:Iteration 36Q (39865.840000 sec): 3 clusters
  Score: Raw -547849.340582 + Penalty 4043.633094 = -543805.707488
  nChanged 10
		SP:Iteration 37Q (39866.080000 sec): 3 clusters
  Score: Raw -547853.343059 + Penalty 4043.633094 = -543809.709965
  nChanged 6
		SP:Iteration 38Q (39866.300000 sec): 3 clusters
  Score: Raw -547856.545046 + Penalty 4043.633094 = -543812.911953
  nChanged 3
		SP:Iteration 39Q (39866.500000 sec): 3 clusters
  Score: Raw -547857.935818 + Penalty 4043.633094 = -543814.302725
  nChanged 4
		SP:Iteration 40F (39866.660000 sec): 3 clusters
  Score: Raw -547859.882677 + Penalty 4043.633094 = -543816.249583
  nChanged 2
		SP:Iteration 41Q (39866.820000 sec): 3 clusters
  Score: Raw -547860.666563 + Penalty 4043.633094 = -543817.033470
  nChanged 6
		SP:Iteration 42Q (39866.940000 sec): 3 clusters
  Score: Raw -547863.205824 + Penalty 4043.633094 = -543819.572731
  nChanged 4
		SP:Iteration 43Q (39867.050000 sec): 3 clusters
  Score: Raw -547865.633641 + Penalty 4043.633094 = -543822.000547
  nChanged 5
		SP:Iteration 44Q (39867.200000 sec): 3 clusters
  Score: Raw -547868.793903 + Penalty 4043.633094 = -543825.160810
  nChanged 6
		SP:Iteration 45Q (39867.350000 sec): 3 clusters
  Score: Raw -547872.155623 + Penalty 4043.633094 = -543828.522530
  nChanged 3
		SP:Iteration 46Q (39867.490000 sec): 3 clusters
  Score: Raw -547874.303804 + Penalty 4043.633094 = -543830.670711
  nChanged 2
		SP:Iteration 47Q (39867.690000 sec): 3 clusters
  Score: Raw -547875.908876 + Penalty 4043.633094 = -543832.275782
  nChanged 3
		SP:Iteration 48Q (39867.800000 sec): 3 clusters
  Score: Raw -547877.584303 + Penalty 4043.633094 = -543833.951209
  nChanged 1
		SP:Iteration 49Q (39867.990000 sec): 3 clusters
  Score: Raw -547878.161741 + Penalty 4043.633094 = -543834.528648
  nChanged 0
		SP:Iteration 50F (39868.110000 sec): 3 clusters
  Score: Raw -547878.161741 + Penalty 4043.633094 = -543834.528648
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (10082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39868.260000 sec): 2 clusters
  Score: Raw -1629246.516174 + Penalty 2286.189720 = -1626960.326454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39868.500000 sec): 3 clusters
  Score: Raw -1623722.638283 + Penalty 4572.379440 = -1619150.258843
  nChanged 4182
		SP:Iteration 1F (39868.790000 sec): 3 clusters
  Score: Raw -1625971.567963 + Penalty 4572.379440 = -1621399.188523
  nChanged 650
		SP:Iteration 2F (39869.010000 sec): 3 clusters
  Score: Raw -1626270.239851 + Penalty 4572.379440 = -1621697.860411
  nChanged 487
		SP:Iteration 3Q (39869.240000 sec): 3 clusters
  Score: Raw -1626469.685889 + Penalty 4572.379440 = -1621897.306450
  nChanged 407
		SP:Iteration 4Q (39869.440000 sec): 3 clusters
  Score: Raw -1626628.989862 + Penalty 4572.379440 = -1622056.610423
  nChanged 324
		SP:Iteration 5Q (39869.720000 sec): 3 clusters
  Score: Raw -1626757.930149 + Penalty 4572.379440 = -1622185.550709
  nChanged 298
		SP:Iteration 6Q (39869.980000 sec): 3 clusters
  Score: Raw -1626862.195276 + Penalty 4572.379440 = -1622289.815837
  nChanged 261
		SP:Iteration 7Q (39870.250000 sec): 3 clusters
  Score: Raw -1626953.353932 + Penalty 4572.379440 = -1622380.974492
  nChanged 267
		SP:Iteration 8Q (39870.480000 sec): 3 clusters
  Score: Raw -1627043.156103 + Penalty 4572.379440 = -1622470.776663
  nChanged 248
		SP:Iteration 9Q (39870.700000 sec): 3 clusters
  Score: Raw -1627133.286372 + Penalty 4572.379440 = -1622560.906932
  nChanged 222
		SP:Iteration 10Q (39870.930000 sec): 3 clusters
  Score: Raw -1627213.603544 + Penalty 4572.379440 = -1622641.224104
  nChanged 223
		SP:Iteration 11Q (39871.160000 sec): 3 clusters
  Score: Raw -1627318.643133 + Penalty 4572.379440 = -1622746.263693
  nChanged 238
		SP:Iteration 12Q (39871.390000 sec): 3 clusters
  Score: Raw -1627431.622660 + Penalty 4572.379440 = -1622859.243220
  nChanged 242
		SP:Iteration 13Q (39871.710000 sec): 3 clusters
  Score: Raw -1627550.550396 + Penalty 4572.379440 = -1622978.170956
  nChanged 272
		SP:Iteration 14Q (39871.940000 sec): 3 clusters
  Score: Raw -1627685.652396 + Penalty 4572.379440 = -1623113.272956
  nChanged 292
		SP:Iteration 15Q (39872.170000 sec): 3 clusters
  Score: Raw -1627836.799330 + Penalty 4572.379440 = -1623264.419890
  nChanged 304
		SP:Iteration 16Q (39872.360000 sec): 3 clusters
  Score: Raw -1627993.951126 + Penalty 4572.379440 = -1623421.571686
  nChanged 292
		SP:Iteration 17Q (39872.620000 sec): 3 clusters
  Score: Raw -1628152.555716 + Penalty 4572.379440 = -1623580.176277
  nChanged 281
		SP:Iteration 18Q (39872.820000 sec): 3 clusters
  Score: Raw -1628304.183613 + Penalty 4572.379440 = -1623731.804174
  nChanged 266
		SP:Iteration 19Q (39873.110000 sec): 3 clusters
  Score: Raw -1628448.570980 + Penalty 4572.379440 = -1623876.191541
  nChanged 235
		SP:Iteration 20F (39873.390000 sec): 3 clusters
  Score: Raw -1628581.956015 + Penalty 4572.379440 = -1624009.576575
  nChanged 211
		SP:Iteration 21Q (39873.660000 sec): 3 clusters
  Score: Raw -1628712.776030 + Penalty 4572.379440 = -1624140.396590
  nChanged 199
		SP:Iteration 22Q (39873.860000 sec): 3 clusters
  Score: Raw -1628832.844038 + Penalty 4572.379440 = -1624260.464598
  nChanged 166
		SP:Iteration 23Q (39874.040000 sec): 3 clusters
  Score: Raw -1628933.521259 + Penalty 4572.379440 = -1624361.141820
  nChanged 153
		SP:Iteration 24Q (39874.320000 sec): 3 clusters
  Score: Raw -1629021.345197 + Penalty 4572.379440 = -1624448.965757
  nChanged 127
		SP:Iteration 25Q (39874.580000 sec): 3 clusters
  Score: Raw -1629103.191943 + Penalty 4572.379440 = -1624530.812504
  nChanged 125
		SP:Iteration 26Q (39874.830000 sec): 3 clusters
  Score: Raw -1629186.640761 + Penalty 4572.379440 = -1624614.261322
  nChanged 94
		SP:Iteration 27Q (39875.040000 sec): 3 clusters
  Score: Raw -1629247.126144 + Penalty 4572.379440 = -1624674.746705
  nChanged 93
		SP:Iteration 28Q (39875.190000 sec): 3 clusters
  Score: Raw -1629309.180410 + Penalty 4572.379440 = -1624736.800971
  nChanged 65
		SP:Iteration 29Q (39875.440000 sec): 3 clusters
  Score: Raw -1629343.615004 + Penalty 4572.379440 = -1624771.235565
  nChanged 47
		SP:Iteration 30Q (39875.610000 sec): 3 clusters
  Score: Raw -1629370.333719 + Penalty 4572.379440 = -1624797.954280
  nChanged 40
		SP:Iteration 31Q (39875.860000 sec): 3 clusters
  Score: Raw -1629389.833530 + Penalty 4572.379440 = -1624817.454091
  nChanged 33
		SP:Iteration 32Q (39876.100000 sec): 3 clusters
  Score: Raw -1629407.721215 + Penalty 4572.379440 = -1624835.341776
  nChanged 32
		SP:Iteration 33Q (39876.290000 sec): 3 clusters
  Score: Raw -1629426.467641 + Penalty 4572.379440 = -1624854.088202
  nChanged 26
		SP:Iteration 34Q (39876.530000 sec): 3 clusters
  Score: Raw -1629440.766608 + Penalty 4572.379440 = -1624868.387169
  nChanged 31
		SP:Iteration 35Q (39876.730000 sec): 3 clusters
  Score: Raw -1629454.597250 + Penalty 4572.379440 = -1624882.217811
  nChanged 25
		SP:Iteration 36Q (39876.930000 sec): 3 clusters
  Score: Raw -1629465.957626 + Penalty 4572.379440 = -1624893.578187
  nChanged 20
		SP:Iteration 37Q (39877.170000 sec): 3 clusters
  Score: Raw -1629476.023871 + Penalty 4572.379440 = -1624903.644431
  nChanged 13
		SP:Iteration 38Q (39877.410000 sec): 3 clusters
  Score: Raw -1629480.796627 + Penalty 4572.379440 = -1624908.417187
  nChanged 5
		SP:Iteration 39Q (39877.680000 sec): 3 clusters
  Score: Raw -1629483.057569 + Penalty 4572.379440 = -1624910.678129
  nChanged 2
		SP:Iteration 40F (39877.950000 sec): 3 clusters
  Score: Raw -1629483.338938 + Penalty 4572.379440 = -1624910.959498
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (9969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39878.120000 sec): 2 clusters
  Score: Raw -1594464.700317 + Penalty 2283.394418 = -1592181.305899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39878.350000 sec): 3 clusters
  Score: Raw -1589234.167726 + Penalty 4566.788836 = -1584667.378890
  nChanged 4140
		SP:Iteration 1F (39878.700000 sec): 3 clusters
  Score: Raw -1591473.437395 + Penalty 4566.788836 = -1586906.648559
  nChanged 658
		SP:Iteration 2F (39878.920000 sec): 3 clusters
  Score: Raw -1591796.232335 + Penalty 4566.788836 = -1587229.443498
  nChanged 527
		SP:Iteration 3F (39879.140000 sec): 3 clusters
  Score: Raw -1592026.720322 + Penalty 4566.788836 = -1587459.931486
  nChanged 434
		SP:Iteration 4Q (39879.420000 sec): 3 clusters
  Score: Raw -1592231.411387 + Penalty 4566.788836 = -1587664.622551
  nChanged 382
		SP:Iteration 5Q (39879.660000 sec): 3 clusters
  Score: Raw -1592394.886206 + Penalty 4566.788836 = -1587828.097369
  nChanged 343
		SP:Iteration 6Q (39879.940000 sec): 3 clusters
  Score: Raw -1592559.735025 + Penalty 4566.788836 = -1587992.946189
  nChanged 345
		SP:Iteration 7Q (39880.120000 sec): 3 clusters
  Score: Raw -1592727.505610 + Penalty 4566.788836 = -1588160.716773
  nChanged 335
		SP:Iteration 8Q (39880.370000 sec): 3 clusters
  Score: Raw -1592902.405345 + Penalty 4566.788836 = -1588335.616509
  nChanged 348
		SP:Iteration 9Q (39880.650000 sec): 3 clusters
  Score: Raw -1593083.126930 + Penalty 4566.788836 = -1588516.338094
  nChanged 373
		SP:Iteration 10Q (39880.930000 sec): 3 clusters
  Score: Raw -1593295.589082 + Penalty 4566.788836 = -1588728.800246
  nChanged 392
		SP:Iteration 11Q (39881.120000 sec): 3 clusters
  Score: Raw -1593540.780202 + Penalty 4566.788836 = -1588973.991366
  nChanged 387
		SP:Iteration 12Q (39881.410000 sec): 3 clusters
  Score: Raw -1593789.008030 + Penalty 4566.788836 = -1589222.219194
  nChanged 343
		SP:Iteration 13Q (39881.620000 sec): 3 clusters
  Score: Raw -1593994.821558 + Penalty 4566.788836 = -1589428.032722
  nChanged 284
		SP:Iteration 14Q (39881.900000 sec): 3 clusters
  Score: Raw -1594162.452111 + Penalty 4566.788836 = -1589595.663275
  nChanged 243
		SP:Iteration 15Q (39882.060000 sec): 3 clusters
  Score: Raw -1594287.386182 + Penalty 4566.788836 = -1589720.597345
  nChanged 187
		SP:Iteration 16Q (39882.380000 sec): 3 clusters
  Score: Raw -1594366.802734 + Penalty 4566.788836 = -1589800.013898
  nChanged 153
		SP:Iteration 17Q (39882.640000 sec): 3 clusters
  Score: Raw -1594423.122729 + Penalty 4566.788836 = -1589856.333892
  nChanged 118
		SP:Iteration 18Q (39882.860000 sec): 3 clusters
  Score: Raw -1594465.977474 + Penalty 4566.788836 = -1589899.188638
  nChanged 105
		SP:Iteration 19Q (39883.120000 sec): 3 clusters
  Score: Raw -1594500.524510 + Penalty 4566.788836 = -1589933.735674
  nChanged 85
		SP:Iteration 20F (39883.410000 sec): 3 clusters
  Score: Raw -1594527.410395 + Penalty 4566.788836 = -1589960.621558
  nChanged 80
		SP:Iteration 21Q (39883.640000 sec): 3 clusters
  Score: Raw -1594553.118746 + Penalty 4566.788836 = -1589986.329910
  nChanged 77
		SP:Iteration 22Q (39883.850000 sec): 3 clusters
  Score: Raw -1594575.357918 + Penalty 4566.788836 = -1590008.569082
  nChanged 77
		SP:Iteration 23Q (39884.100000 sec): 3 clusters
  Score: Raw -1594594.611326 + Penalty 4566.788836 = -1590027.822490
  nChanged 60
		SP:Iteration 24Q (39884.310000 sec): 3 clusters
  Score: Raw -1594608.311915 + Penalty 4566.788836 = -1590041.523079
  nChanged 56
		SP:Iteration 25Q (39884.510000 sec): 3 clusters
  Score: Raw -1594622.170833 + Penalty 4566.788836 = -1590055.381997
  nChanged 56
		SP:Iteration 26Q (39884.680000 sec): 3 clusters
  Score: Raw -1594635.050700 + Penalty 4566.788836 = -1590068.261864
  nChanged 58
		SP:Iteration 27Q (39884.880000 sec): 3 clusters
  Score: Raw -1594647.324961 + Penalty 4566.788836 = -1590080.536124
  nChanged 57
		SP:Iteration 28Q (39885.150000 sec): 3 clusters
  Score: Raw -1594661.067976 + Penalty 4566.788836 = -1590094.279140
  nChanged 49
		SP:Iteration 29Q (39885.390000 sec): 3 clusters
  Score: Raw -1594672.982478 + Penalty 4566.788836 = -1590106.193642
  nChanged 56
		SP:Iteration 30Q (39885.570000 sec): 3 clusters
  Score: Raw -1594687.281746 + Penalty 4566.788836 = -1590120.492910
  nChanged 55
		SP:Iteration 31Q (39885.770000 sec): 3 clusters
  Score: Raw -1594701.425788 + Penalty 4566.788836 = -1590134.636952
  nChanged 59
		SP:Iteration 32Q (39885.980000 sec): 3 clusters
  Score: Raw -1594714.243722 + Penalty 4566.788836 = -1590147.454886
  nChanged 44
		SP:Iteration 33Q (39886.240000 sec): 3 clusters
  Score: Raw -1594724.777553 + Penalty 4566.788836 = -1590157.988716
  nChanged 54
		SP:Iteration 34Q (39886.500000 sec): 3 clusters
  Score: Raw -1594737.062295 + Penalty 4566.788836 = -1590170.273458
  nChanged 59
		SP:Iteration 35Q (39886.780000 sec): 3 clusters
  Score: Raw -1594753.270678 + Penalty 4566.788836 = -1590186.481841
  nChanged 70
		SP:Iteration 36Q (39887.020000 sec): 3 clusters
  Score: Raw -1594769.153374 + Penalty 4566.788836 = -1590202.364538
  nChanged 71
		SP:Iteration 37Q (39887.240000 sec): 3 clusters
  Score: Raw -1594787.649857 + Penalty 4566.788836 = -1590220.861020
  nChanged 64
		SP:Iteration 38Q (39887.450000 sec): 3 clusters
  Score: Raw -1594803.073361 + Penalty 4566.788836 = -1590236.284525
  nChanged 79
		SP:Iteration 39Q (39887.700000 sec): 3 clusters
  Score: Raw -1594823.256510 + Penalty 4566.788836 = -1590256.467674
  nChanged 74
		SP:Iteration 40F (39887.940000 sec): 3 clusters
  Score: Raw -1594842.247799 + Penalty 4566.788836 = -1590275.458963
  nChanged 69
		SP:Iteration 41Q (39888.220000 sec): 3 clusters
  Score: Raw -1594861.532324 + Penalty 4566.788836 = -1590294.743487
  nChanged 80
		SP:Iteration 42Q (39888.470000 sec): 3 clusters
  Score: Raw -1594882.689089 + Penalty 4566.788836 = -1590315.900253
  nChanged 88
		SP:Iteration 43Q (39888.730000 sec): 3 clusters
  Score: Raw -1594903.445559 + Penalty 4566.788836 = -1590336.656723
  nChanged 85
		SP:Iteration 44Q (39889.020000 sec): 3 clusters
  Score: Raw -1594923.277484 + Penalty 4566.788836 = -1590356.488648
  nChanged 71
		SP:Iteration 45Q (39889.310000 sec): 3 clusters
  Score: Raw -1594943.688161 + Penalty 4566.788836 = -1590376.899325
  nChanged 87
		SP:Iteration 46Q (39889.600000 sec): 3 clusters
  Score: Raw -1594968.817480 + Penalty 4566.788836 = -1590402.028644
  nChanged 82
		SP:Iteration 47Q (39889.860000 sec): 3 clusters
  Score: Raw -1594990.897989 + Penalty 4566.788836 = -1590424.109153
  nChanged 70
		SP:Iteration 48Q (39890.050000 sec): 3 clusters
  Score: Raw -1595007.902512 + Penalty 4566.788836 = -1590441.113675
  nChanged 68
		SP:Iteration 49Q (39890.250000 sec): 3 clusters
  Score: Raw -1595025.640426 + Penalty 4566.788836 = -1590458.851590
  nChanged 78
		SP:Iteration 50Q (39890.450000 sec): 3 clusters
  Score: Raw -1595045.900729 + Penalty 4566.788836 = -1590479.111893
  nChanged 68
		SP:Iteration 51Q (39890.630000 sec): 3 clusters
  Score: Raw -1595062.287282 + Penalty 4566.788836 = -1590495.498446
  nChanged 63
		SP:Iteration 52Q (39890.820000 sec): 3 clusters
  Score: Raw -1595075.853354 + Penalty 4566.788836 = -1590509.064518
  nChanged 68
		SP:Iteration 53Q (39891.010000 sec): 3 clusters
  Score: Raw -1595090.559879 + Penalty 4566.788836 = -1590523.771042
  nChanged 59
		SP:Iteration 54Q (39891.200000 sec): 3 clusters
  Score: Raw -1595103.296947 + Penalty 4566.788836 = -1590536.508110
  nChanged 55
		SP:Iteration 55Q (39891.390000 sec): 3 clusters
  Score: Raw -1595116.521633 + Penalty 4566.788836 = -1590549.732797
  nChanged 51
		SP:Iteration 56Q (39891.590000 sec): 3 clusters
  Score: Raw -1595126.567708 + Penalty 4566.788836 = -1590559.778872
  nChanged 45
		SP:Iteration 57Q (39891.780000 sec): 3 clusters
  Score: Raw -1595135.844965 + Penalty 4566.788836 = -1590569.056129
  nChanged 46
		SP:Iteration 58Q (39891.980000 sec): 3 clusters
  Score: Raw -1595145.148155 + Penalty 4566.788836 = -1590578.359319
  nChanged 42
		SP:Iteration 59Q (39892.170000 sec): 3 clusters
  Score: Raw -1595154.893572 + Penalty 4566.788836 = -1590588.104736
  nChanged 41
		SP:Iteration 60F (39892.360000 sec): 3 clusters
  Score: Raw -1595163.714992 + Penalty 4566.788836 = -1590596.926156
  nChanged 34
		SP:Iteration 61Q (39892.550000 sec): 3 clusters
  Score: Raw -1595170.417853 + Penalty 4566.788836 = -1590603.629016
  nChanged 28
		SP:Iteration 62Q (39892.750000 sec): 3 clusters
  Score: Raw -1595176.495913 + Penalty 4566.788836 = -1590609.707077
  nChanged 32
		SP:Iteration 63Q (39892.940000 sec): 3 clusters
  Score: Raw -1595182.204412 + Penalty 4566.788836 = -1590615.415576
  nChanged 29
		SP:Iteration 64Q (39893.130000 sec): 3 clusters
  Score: Raw -1595188.575014 + Penalty 4566.788836 = -1590621.786178
  nChanged 40
		SP:Iteration 65Q (39893.320000 sec): 3 clusters
  Score: Raw -1595196.200869 + Penalty 4566.788836 = -1590629.412033
  nChanged 34
		SP:Iteration 66Q (39893.510000 sec): 3 clusters
  Score: Raw -1595202.944771 + Penalty 4566.788836 = -1590636.155934
  nChanged 28
		SP:Iteration 67Q (39893.710000 sec): 3 clusters
  Score: Raw -1595208.126918 + Penalty 4566.788836 = -1590641.338082
  nChanged 17
		SP:Iteration 68Q (39893.940000 sec): 3 clusters
  Score: Raw -1595210.984087 + Penalty 4566.788836 = -1590644.195250
  nChanged 19
		SP:Iteration 69Q (39894.170000 sec): 3 clusters
  Score: Raw -1595214.181608 + Penalty 4566.788836 = -1590647.392772
  nChanged 21
		SP:Iteration 70Q (39894.370000 sec): 3 clusters
  Score: Raw -1595218.310948 + Penalty 4566.788836 = -1590651.522112
  nChanged 30
		SP:Iteration 71Q (39894.630000 sec): 3 clusters
  Score: Raw -1595224.317667 + Penalty 4566.788836 = -1590657.528831
  nChanged 23
		SP:Iteration 72Q (39894.780000 sec): 3 clusters
  Score: Raw -1595229.171947 + Penalty 4566.788836 = -1590662.383111
  nChanged 21
		SP:Iteration 73Q (39895.020000 sec): 3 clusters
  Score: Raw -1595232.777437 + Penalty 4566.788836 = -1590665.988601
  nChanged 17
		SP:Iteration 74Q (39895.210000 sec): 3 clusters
  Score: Raw -1595236.101618 + Penalty 4566.788836 = -1590669.312781
  nChanged 13
		SP:Iteration 75Q (39895.400000 sec): 3 clusters
  Score: Raw -1595239.177258 + Penalty 4566.788836 = -1590672.388422
  nChanged 16
		SP:Iteration 76Q (39895.590000 sec): 3 clusters
  Score: Raw -1595241.895092 + Penalty 4566.788836 = -1590675.106256
  nChanged 13
		SP:Iteration 77Q (39895.780000 sec): 3 clusters
  Score: Raw -1595243.854427 + Penalty 4566.788836 = -1590677.065591
  nChanged 13
		SP:Iteration 78Q (39895.970000 sec): 3 clusters
  Score: Raw -1595246.327027 + Penalty 4566.788836 = -1590679.538190
  nChanged 9
		SP:Iteration 79Q (39896.160000 sec): 3 clusters
  Score: Raw -1595248.191934 + Penalty 4566.788836 = -1590681.403097
  nChanged 9
		SP:Iteration 80F (39896.400000 sec): 3 clusters
  Score: Raw -1595250.068845 + Penalty 4566.788836 = -1590683.280008
  nChanged 6
		SP:Iteration 81Q (39896.600000 sec): 3 clusters
  Score: Raw -1595251.098784 + Penalty 4566.788836 = -1590684.309947
  nChanged 9
		SP:Iteration 82Q (39896.790000 sec): 3 clusters
  Score: Raw -1595252.726162 + Penalty 4566.788836 = -1590685.937325
  nChanged 7
		SP:Iteration 83Q (39897.020000 sec): 3 clusters
  Score: Raw -1595254.100508 + Penalty 4566.788836 = -1590687.311671
  nChanged 7
		SP:Iteration 84Q (39897.220000 sec): 3 clusters
  Score: Raw -1595255.301885 + Penalty 4566.788836 = -1590688.513048
  nChanged 6
		SP:Iteration 85Q (39897.450000 sec): 3 clusters
  Score: Raw -1595256.352019 + Penalty 4566.788836 = -1590689.563183
  nChanged 6
		SP:Iteration 86Q (39897.690000 sec): 3 clusters
  Score: Raw -1595257.387035 + Penalty 4566.788836 = -1590690.598199
  nChanged 6
		SP:Iteration 87Q (39897.890000 sec): 3 clusters
  Score: Raw -1595258.401406 + Penalty 4566.788836 = -1590691.612570
  nChanged 6
		SP:Iteration 88Q (39898.130000 sec): 3 clusters
  Score: Raw -1595259.534787 + Penalty 4566.788836 = -1590692.745951
  nChanged 5
		SP:Iteration 89Q (39898.370000 sec): 3 clusters
  Score: Raw -1595260.291170 + Penalty 4566.788836 = -1590693.502334
  nChanged 5
		SP:Iteration 90Q (39898.640000 sec): 3 clusters
  Score: Raw -1595261.092271 + Penalty 4566.788836 = -1590694.303435
  nChanged 4
		SP:Iteration 91Q (39898.890000 sec): 3 clusters
  Score: Raw -1595261.711360 + Penalty 4566.788836 = -1590694.922524
  nChanged 4
		SP:Iteration 92Q (39899.090000 sec): 3 clusters
  Score: Raw -1595262.413669 + Penalty 4566.788836 = -1590695.624833
  nChanged 4
		SP:Iteration 93Q (39899.280000 sec): 3 clusters
  Score: Raw -1595262.981639 + Penalty 4566.788836 = -1590696.192803
  nChanged 3
		SP:Iteration 94Q (39899.560000 sec): 3 clusters
  Score: Raw -1595263.364359 + Penalty 4566.788836 = -1590696.575523
  nChanged 2
		SP:Iteration 95Q (39899.800000 sec): 3 clusters
  Score: Raw -1595263.642957 + Penalty 4566.788836 = -1590696.854121
  nChanged 2
		SP:Iteration 96Q (39900.000000 sec): 3 clusters
  Score: Raw -1595263.906056 + Penalty 4566.788836 = -1590697.117219
  nChanged 1
		SP:Iteration 97Q (39900.200000 sec): 3 clusters
  Score: Raw -1595264.072089 + Penalty 4566.788836 = -1590697.283253
  nChanged 0
		SP:Iteration 98F (39900.390000 sec): 3 clusters
  Score: Raw -1595264.072089 + Penalty 4566.788836 = -1590697.283253
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39900.500000 sec): 2 clusters
  Score: Raw -17492.368782 + Penalty 1257.088242 = -16235.280540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39900.650000 sec): 3 clusters
  Score: Raw -17978.810998 + Penalty 2514.176484 = -15464.634514
  nChanged 29
		SP:Iteration 1F (39900.820000 sec): 3 clusters
  Score: Raw -18143.816901 + Penalty 2514.176484 = -15629.640417
  nChanged 2
		SP:Iteration 2Q (39901.000000 sec): 3 clusters
  Score: Raw -18162.275377 + Penalty 2514.176484 = -15648.098892
  nChanged 0
		SP:Iteration 3F (39901.180000 sec): 3 clusters
  Score: Raw -18162.275377 + Penalty 2514.176484 = -15648.098892
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (17739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39901.390000 sec): 2 clusters
  Score: Raw -2554714.957029 + Penalty 2426.313179 = -2552288.643850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39901.710000 sec): 3 clusters
  Score: Raw -2544576.918306 + Penalty 4852.626359 = -2539724.291947
  nChanged 7756
		SP:Iteration 1F (39902.030000 sec): 3 clusters
  Score: Raw -2549012.504759 + Penalty 4852.626359 = -2544159.878401
  nChanged 1335
		SP:Iteration 2F (39902.360000 sec): 3 clusters
  Score: Raw -2549937.484077 + Penalty 4852.626359 = -2545084.857718
  nChanged 1327
		SP:Iteration 3F (39902.680000 sec): 3 clusters
  Score: Raw -2550944.014525 + Penalty 4852.626359 = -2546091.388166
  nChanged 1266
		SP:Iteration 4F (39902.960000 sec): 3 clusters
  Score: Raw -2551893.909523 + Penalty 4852.626359 = -2547041.283164
  nChanged 1120
		SP:Iteration 5F (39903.250000 sec): 3 clusters
  Score: Raw -2552599.673240 + Penalty 4852.626359 = -2547747.046881
  nChanged 936
		SP:Iteration 6F (39903.530000 sec): 3 clusters
  Score: Raw -2553076.964358 + Penalty 4852.626359 = -2548224.337999
  nChanged 732
		SP:Iteration 7Q (39903.860000 sec): 3 clusters
  Score: Raw -2553403.253762 + Penalty 4852.626359 = -2548550.627404
  nChanged 602
		SP:Iteration 8Q (39904.140000 sec): 3 clusters
  Score: Raw -2553634.328057 + Penalty 4852.626359 = -2548781.701699
  nChanged 463
		SP:Iteration 9Q (39904.470000 sec): 3 clusters
  Score: Raw -2553786.932088 + Penalty 4852.626359 = -2548934.305729
  nChanged 378
		SP:Iteration 10Q (39904.750000 sec): 3 clusters
  Score: Raw -2553899.662345 + Penalty 4852.626359 = -2549047.035986
  nChanged 313
		SP:Iteration 11Q (39905.080000 sec): 3 clusters
  Score: Raw -2553990.399518 + Penalty 4852.626359 = -2549137.773159
  nChanged 257
		SP:Iteration 12Q (39905.360000 sec): 3 clusters
  Score: Raw -2554055.138364 + Penalty 4852.626359 = -2549202.512005
  nChanged 224
		SP:Iteration 13Q (39905.640000 sec): 3 clusters
  Score: Raw -2554104.843312 + Penalty 4852.626359 = -2549252.216953
  nChanged 192
		SP:Iteration 14Q (39905.930000 sec): 3 clusters
  Score: Raw -2554141.838868 + Penalty 4852.626359 = -2549289.212509
  nChanged 155
		SP:Iteration 15Q (39906.210000 sec): 3 clusters
  Score: Raw -2554173.679419 + Penalty 4852.626359 = -2549321.053060
  nChanged 154
		SP:Iteration 16Q (39906.500000 sec): 3 clusters
  Score: Raw -2554208.012038 + Penalty 4852.626359 = -2549355.385679
  nChanged 151
		SP:Iteration 17Q (39906.780000 sec): 3 clusters
  Score: Raw -2554242.991331 + Penalty 4852.626359 = -2549390.364972
  nChanged 148
		SP:Iteration 18Q (39907.060000 sec): 3 clusters
  Score: Raw -2554272.478655 + Penalty 4852.626359 = -2549419.852296
  nChanged 134
		SP:Iteration 19Q (39907.350000 sec): 3 clusters
  Score: Raw -2554304.179035 + Penalty 4852.626359 = -2549451.552676
  nChanged 126
		SP:Iteration 20F (39907.630000 sec): 3 clusters
  Score: Raw -2554331.671814 + Penalty 4852.626359 = -2549479.045455
  nChanged 111
		SP:Iteration 21Q (39907.920000 sec): 3 clusters
  Score: Raw -2554355.610318 + Penalty 4852.626359 = -2549502.983960
  nChanged 107
		SP:Iteration 22Q (39908.200000 sec): 3 clusters
  Score: Raw -2554373.825655 + Penalty 4852.626359 = -2549521.199296
  nChanged 94
		SP:Iteration 23Q (39908.480000 sec): 3 clusters
  Score: Raw -2554389.452936 + Penalty 4852.626359 = -2549536.826577
  nChanged 87
		SP:Iteration 24Q (39908.760000 sec): 3 clusters
  Score: Raw -2554402.498745 + Penalty 4852.626359 = -2549549.872386
  nChanged 69
		SP:Iteration 25Q (39909.050000 sec): 3 clusters
  Score: Raw -2554411.967746 + Penalty 4852.626359 = -2549559.341387
  nChanged 69
		SP:Iteration 26Q (39909.330000 sec): 3 clusters
  Score: Raw -2554423.508627 + Penalty 4852.626359 = -2549570.882268
  nChanged 82
		SP:Iteration 27Q (39909.610000 sec): 3 clusters
  Score: Raw -2554437.059490 + Penalty 4852.626359 = -2549584.433132
  nChanged 73
		SP:Iteration 28Q (39909.920000 sec): 3 clusters
  Score: Raw -2554448.185102 + Penalty 4852.626359 = -2549595.558744
  nChanged 60
		SP:Iteration 29Q (39910.190000 sec): 3 clusters
  Score: Raw -2554457.231799 + Penalty 4852.626359 = -2549604.605440
  nChanged 52
		SP:Iteration 30Q (39910.490000 sec): 3 clusters
  Score: Raw -2554463.789865 + Penalty 4852.626359 = -2549611.163506
  nChanged 37
		SP:Iteration 31Q (39910.850000 sec): 3 clusters
  Score: Raw -2554468.567041 + Penalty 4852.626359 = -2549615.940682
  nChanged 41
		SP:Iteration 32Q (39911.090000 sec): 3 clusters
  Score: Raw -2554472.998308 + Penalty 4852.626359 = -2549620.371950
  nChanged 38
		SP:Iteration 33Q (39911.390000 sec): 3 clusters
  Score: Raw -2554477.524855 + Penalty 4852.626359 = -2549624.898496
  nChanged 30
		SP:Iteration 34Q (39911.670000 sec): 3 clusters
  Score: Raw -2554480.696527 + Penalty 4852.626359 = -2549628.070168
  nChanged 28
		SP:Iteration 35Q (39911.950000 sec): 3 clusters
  Score: Raw -2554484.602144 + Penalty 4852.626359 = -2549631.975785
  nChanged 37
		SP:Iteration 36Q (39912.240000 sec): 3 clusters
  Score: Raw -2554488.874691 + Penalty 4852.626359 = -2549636.248332
  nChanged 39
		SP:Iteration 37Q (39912.560000 sec): 3 clusters
  Score: Raw -2554494.212542 + Penalty 4852.626359 = -2549641.586184
  nChanged 32
		SP:Iteration 38Q (39912.830000 sec): 3 clusters
  Score: Raw -2554498.694718 + Penalty 4852.626359 = -2549646.068359
  nChanged 37
		SP:Iteration 39Q (39913.120000 sec): 3 clusters
  Score: Raw -2554503.028681 + Penalty 4852.626359 = -2549650.402323
  nChanged 35
		SP:Iteration 40F (39913.430000 sec): 3 clusters
  Score: Raw -2554506.524828 + Penalty 4852.626359 = -2549653.898469
  nChanged 25
		SP:Iteration 41Q (39913.740000 sec): 3 clusters
  Score: Raw -2554508.978171 + Penalty 4852.626359 = -2549656.351812
  nChanged 23
		SP:Iteration 42Q (39914.070000 sec): 3 clusters
  Score: Raw -2554510.804718 + Penalty 4852.626359 = -2549658.178360
  nChanged 9
		SP:Iteration 43Q (39914.310000 sec): 3 clusters
  Score: Raw -2554511.640388 + Penalty 4852.626359 = -2549659.014029
  nChanged 10
		SP:Iteration 44Q (39914.680000 sec): 3 clusters
  Score: Raw -2554512.637148 + Penalty 4852.626359 = -2549660.010790
  nChanged 13
		SP:Iteration 45Q (39915.030000 sec): 3 clusters
  Score: Raw -2554513.897464 + Penalty 4852.626359 = -2549661.271106
  nChanged 21
		SP:Iteration 46Q (39915.410000 sec): 3 clusters
  Score: Raw -2554516.960658 + Penalty 4852.626359 = -2549664.334300
  nChanged 26
		SP:Iteration 47Q (39915.700000 sec): 3 clusters
  Score: Raw -2554520.304313 + Penalty 4852.626359 = -2549667.677954
  nChanged 30
		SP:Iteration 48Q (39916.030000 sec): 3 clusters
  Score: Raw -2554524.317308 + Penalty 4852.626359 = -2549671.690949
  nChanged 33
		SP:Iteration 49Q (39916.350000 sec): 3 clusters
  Score: Raw -2554528.419818 + Penalty 4852.626359 = -2549675.793459
  nChanged 31
		SP:Iteration 50Q (39916.660000 sec): 3 clusters
  Score: Raw -2554532.221346 + Penalty 4852.626359 = -2549679.594987
  nChanged 24
		SP:Iteration 51Q (39916.960000 sec): 3 clusters
  Score: Raw -2554534.669138 + Penalty 4852.626359 = -2549682.042779
  nChanged 26
		SP:Iteration 52Q (39917.290000 sec): 3 clusters
  Score: Raw -2554537.577856 + Penalty 4852.626359 = -2549684.951497
  nChanged 26
		SP:Iteration 53Q (39917.630000 sec): 3 clusters
  Score: Raw -2554540.328221 + Penalty 4852.626359 = -2549687.701862
  nChanged 19
		SP:Iteration 54Q (39917.960000 sec): 3 clusters
  Score: Raw -2554542.065616 + Penalty 4852.626359 = -2549689.439257
  nChanged 21
		SP:Iteration 55Q (39918.280000 sec): 3 clusters
  Score: Raw -2554543.834925 + Penalty 4852.626359 = -2549691.208566
  nChanged 17
		SP:Iteration 56Q (39918.540000 sec): 3 clusters
  Score: Raw -2554546.512684 + Penalty 4852.626359 = -2549693.886325
  nChanged 20
		SP:Iteration 57Q (39918.770000 sec): 3 clusters
  Score: Raw -2554549.346626 + Penalty 4852.626359 = -2549696.720267
  nChanged 30
		SP:Iteration 58Q (39919.100000 sec): 3 clusters
  Score: Raw -2554554.046194 + Penalty 4852.626359 = -2549701.419835
  nChanged 32
		SP:Iteration 59Q (39919.430000 sec): 3 clusters
  Score: Raw -2554558.728817 + Penalty 4852.626359 = -2549706.102458
  nChanged 31
		SP:Iteration 60F (39919.740000 sec): 3 clusters
  Score: Raw -2554563.726027 + Penalty 4852.626359 = -2549711.099669
  nChanged 35
		SP:Iteration 61Q (39920.000000 sec): 3 clusters
  Score: Raw -2554568.421086 + Penalty 4852.626359 = -2549715.794727
  nChanged 31
		SP:Iteration 62Q (39920.390000 sec): 3 clusters
  Score: Raw -2554572.770895 + Penalty 4852.626359 = -2549720.144536
  nChanged 32
		SP:Iteration 63Q (39920.640000 sec): 3 clusters
  Score: Raw -2554578.414795 + Penalty 4852.626359 = -2549725.788437
  nChanged 26
		SP:Iteration 64Q (39920.980000 sec): 3 clusters
  Score: Raw -2554582.181290 + Penalty 4852.626359 = -2549729.554931
  nChanged 28
		SP:Iteration 65Q (39921.300000 sec): 3 clusters
  Score: Raw -2554586.066936 + Penalty 4852.626359 = -2549733.440578
  nChanged 27
		SP:Iteration 66Q (39921.580000 sec): 3 clusters
  Score: Raw -2554589.447259 + Penalty 4852.626359 = -2549736.820900
  nChanged 27
		SP:Iteration 67Q (39921.920000 sec): 3 clusters
  Score: Raw -2554593.263708 + Penalty 4852.626359 = -2549740.637349
  nChanged 35
		SP:Iteration 68Q (39922.280000 sec): 3 clusters
  Score: Raw -2554597.591738 + Penalty 4852.626359 = -2549744.965379
  nChanged 35
		SP:Iteration 69Q (39922.550000 sec): 3 clusters
  Score: Raw -2554602.446952 + Penalty 4852.626359 = -2549749.820593
  nChanged 37
		SP:Iteration 70Q (39922.900000 sec): 3 clusters
  Score: Raw -2554608.564754 + Penalty 4852.626359 = -2549755.938395
  nChanged 34
		SP:Iteration 71Q (39923.230000 sec): 3 clusters
  Score: Raw -2554613.359221 + Penalty 4852.626359 = -2549760.732862
  nChanged 36
		SP:Iteration 72Q (39923.500000 sec): 3 clusters
  Score: Raw -2554618.204046 + Penalty 4852.626359 = -2549765.577687
  nChanged 45
		SP:Iteration 73Q (39923.870000 sec): 3 clusters
  Score: Raw -2554625.148788 + Penalty 4852.626359 = -2549772.522429
  nChanged 39
		SP:Iteration 74Q (39924.170000 sec): 3 clusters
  Score: Raw -2554632.035516 + Penalty 4852.626359 = -2549779.409157
  nChanged 52
		SP:Iteration 75Q (39924.470000 sec): 3 clusters
  Score: Raw -2554642.818603 + Penalty 4852.626359 = -2549790.192244
  nChanged 54
		SP:Iteration 76Q (39924.830000 sec): 3 clusters
  Score: Raw -2554654.574018 + Penalty 4852.626359 = -2549801.947660
  nChanged 50
		SP:Iteration 77Q (39925.120000 sec): 3 clusters
  Score: Raw -2554663.221663 + Penalty 4852.626359 = -2549810.595304
  nChanged 48
		SP:Iteration 78Q (39925.460000 sec): 3 clusters
  Score: Raw -2554672.532627 + Penalty 4852.626359 = -2549819.906269
  nChanged 61
		SP:Iteration 79Q (39925.770000 sec): 3 clusters
  Score: Raw -2554686.608042 + Penalty 4852.626359 = -2549833.981684
  nChanged 54
		SP:Iteration 80F (39926.110000 sec): 3 clusters
  Score: Raw -2554697.356067 + Penalty 4852.626359 = -2549844.729709
  nChanged 53
		SP:Iteration 81Q (39926.370000 sec): 3 clusters
  Score: Raw -2554706.293749 + Penalty 4852.626359 = -2549853.667391
  nChanged 46
		SP:Iteration 82Q (39926.700000 sec): 3 clusters
  Score: Raw -2554713.428175 + Penalty 4852.626359 = -2549860.801816
  nChanged 40
		SP:Iteration 83Q (39927.050000 sec): 3 clusters
  Score: Raw -2554721.643439 + Penalty 4852.626359 = -2549869.017080
  nChanged 50
		SP:Iteration 84Q (39927.380000 sec): 3 clusters
  Score: Raw -2554732.236355 + Penalty 4852.626359 = -2549879.609997
  nChanged 48
		SP:Iteration 85Q (39927.660000 sec): 3 clusters
  Score: Raw -2554741.593279 + Penalty 4852.626359 = -2549888.966921
  nChanged 54
		SP:Iteration 86Q (39927.960000 sec): 3 clusters
  Score: Raw -2554752.341827 + Penalty 4852.626359 = -2549899.715468
  nChanged 51
		SP:Iteration 87Q (39928.200000 sec): 3 clusters
  Score: Raw -2554763.369788 + Penalty 4852.626359 = -2549910.743429
  nChanged 61
		SP:Iteration 88Q (39928.550000 sec): 3 clusters
  Score: Raw -2554775.591692 + Penalty 4852.626359 = -2549922.965334
  nChanged 69
		SP:Iteration 89Q (39928.840000 sec): 3 clusters
  Score: Raw -2554789.769273 + Penalty 4852.626359 = -2549937.142915
  nChanged 55
		SP:Iteration 90Q (39929.130000 sec): 3 clusters
  Score: Raw -2554800.903130 + Penalty 4852.626359 = -2549948.276771
  nChanged 62
		SP:Iteration 91Q (39929.350000 sec): 3 clusters
  Score: Raw -2554812.273925 + Penalty 4852.626359 = -2549959.647566
  nChanged 59
		SP:Iteration 92Q (39929.610000 sec): 3 clusters
  Score: Raw -2554824.475933 + Penalty 4852.626359 = -2549971.849575
  nChanged 56
		SP:Iteration 93Q (39929.940000 sec): 3 clusters
  Score: Raw -2554833.999981 + Penalty 4852.626359 = -2549981.373622
  nChanged 65
		SP:Iteration 94Q (39930.200000 sec): 3 clusters
  Score: Raw -2554844.735625 + Penalty 4852.626359 = -2549992.109266
  nChanged 56
		SP:Iteration 95Q (39930.500000 sec): 3 clusters
  Score: Raw -2554852.957599 + Penalty 4852.626359 = -2550000.331240
  nChanged 40
		SP:Iteration 96Q (39930.870000 sec): 3 clusters
  Score: Raw -2554858.912586 + Penalty 4852.626359 = -2550006.286228
  nChanged 41
		SP:Iteration 97Q (39931.200000 sec): 3 clusters
  Score: Raw -2554864.464201 + Penalty 4852.626359 = -2550011.837842
  nChanged 43
		SP:Iteration 98Q (39931.500000 sec): 3 clusters
  Score: Raw -2554870.431469 + Penalty 4852.626359 = -2550017.805110
  nChanged 35
		SP:Iteration 99Q (39931.860000 sec): 3 clusters
  Score: Raw -2554875.755183 + Penalty 4852.626359 = -2550023.128824
  nChanged 43
		SP:Iteration 100F (39932.200000 sec): 3 clusters
  Score: Raw -2554881.946391 + Penalty 4852.626359 = -2550029.320032
  nChanged 47
		SP:Iteration 101Q (39932.570000 sec): 3 clusters
  Score: Raw -2554888.989703 + Penalty 4852.626359 = -2550036.363344
  nChanged 52
		SP:Iteration 102Q (39932.820000 sec): 3 clusters
  Score: Raw -2554897.065263 + Penalty 4852.626359 = -2550044.438904
  nChanged 51
		SP:Iteration 103Q (39933.100000 sec): 3 clusters
  Score: Raw -2554904.756961 + Penalty 4852.626359 = -2550052.130602
  nChanged 48
		SP:Iteration 104Q (39933.430000 sec): 3 clusters
  Score: Raw -2554912.732862 + Penalty 4852.626359 = -2550060.106504
  nChanged 48
		SP:Iteration 105Q (39933.700000 sec): 3 clusters
  Score: Raw -2554923.354090 + Penalty 4852.626359 = -2550070.727731
  nChanged 42
		SP:Iteration 106Q (39933.970000 sec): 3 clusters
  Score: Raw -2554930.590504 + Penalty 4852.626359 = -2550077.964145
  nChanged 44
		SP:Iteration 107Q (39934.230000 sec): 3 clusters
  Score: Raw -2554939.237237 + Penalty 4852.626359 = -2550086.610878
  nChanged 59
		SP:Iteration 108Q (39934.550000 sec): 3 clusters
  Score: Raw -2554950.984457 + Penalty 4852.626359 = -2550098.358099
  nChanged 53
		SP:Iteration 109Q (39934.900000 sec): 3 clusters
  Score: Raw -2554963.825559 + Penalty 4852.626359 = -2550111.199201
  nChanged 58
		SP:Iteration 110Q (39935.130000 sec): 3 clusters
  Score: Raw -2554978.193524 + Penalty 4852.626359 = -2550125.567166
  nChanged 71
		SP:Iteration 111Q (39935.420000 sec): 3 clusters
  Score: Raw -2554994.143555 + Penalty 4852.626359 = -2550141.517196
  nChanged 67
		SP:Iteration 112Q (39935.700000 sec): 3 clusters
  Score: Raw -2555012.074536 + Penalty 4852.626359 = -2550159.448177
  nChanged 69
		SP:Iteration 113Q (39936.010000 sec): 3 clusters
  Score: Raw -2555031.251745 + Penalty 4852.626359 = -2550178.625386
  nChanged 72
		SP:Iteration 114Q (39936.260000 sec): 3 clusters
  Score: Raw -2555050.217900 + Penalty 4852.626359 = -2550197.591541
  nChanged 79
		SP:Iteration 115Q (39936.520000 sec): 3 clusters
  Score: Raw -2555069.025932 + Penalty 4852.626359 = -2550216.399574
  nChanged 68
		SP:Iteration 116Q (39936.780000 sec): 3 clusters
  Score: Raw -2555089.052711 + Penalty 4852.626359 = -2550236.426352
  nChanged 86
		SP:Iteration 117Q (39937.110000 sec): 3 clusters
  Score: Raw -2555113.353229 + Penalty 4852.626359 = -2550260.726871
  nChanged 92
		SP:Iteration 118Q (39937.330000 sec): 3 clusters
  Score: Raw -2555140.062245 + Penalty 4852.626359 = -2550287.435886
  nChanged 104
		SP:Iteration 119Q (39937.650000 sec): 3 clusters
  Score: Raw -2555168.915531 + Penalty 4852.626359 = -2550316.289172
  nChanged 103
		SP:Iteration 120F (39937.920000 sec): 3 clusters
  Score: Raw -2555198.846670 + Penalty 4852.626359 = -2550346.220312
  nChanged 107
		SP:Iteration 121Q (39938.230000 sec): 3 clusters
  Score: Raw -2555230.238664 + Penalty 4852.626359 = -2550377.612306
  nChanged 97
		SP:Iteration 122Q (39938.490000 sec): 3 clusters
  Score: Raw -2555257.848270 + Penalty 4852.626359 = -2550405.221911
  nChanged 90
		SP:Iteration 123Q (39938.770000 sec): 3 clusters
  Score: Raw -2555284.015207 + Penalty 4852.626359 = -2550431.388848
  nChanged 84
		SP:Iteration 124Q (39939.020000 sec): 3 clusters
  Score: Raw -2555307.318629 + Penalty 4852.626359 = -2550454.692270
  nChanged 74
		SP:Iteration 125Q (39939.340000 sec): 3 clusters
  Score: Raw -2555328.329152 + Penalty 4852.626359 = -2550475.702793
  nChanged 59
		SP:Iteration 126Q (39939.620000 sec): 3 clusters
  Score: Raw -2555344.669880 + Penalty 4852.626359 = -2550492.043521
  nChanged 60
		SP:Iteration 127Q (39939.910000 sec): 3 clusters
  Score: Raw -2555361.166066 + Penalty 4852.626359 = -2550508.539707
  nChanged 69
		SP:Iteration 128Q (39940.180000 sec): 3 clusters
  Score: Raw -2555386.385444 + Penalty 4852.626359 = -2550533.759085
  nChanged 80
		SP:Iteration 129Q (39940.580000 sec): 3 clusters
  Score: Raw -2555410.320418 + Penalty 4852.626359 = -2550557.694060
  nChanged 72
		SP:Iteration 130Q (39940.850000 sec): 3 clusters
  Score: Raw -2555431.748920 + Penalty 4852.626359 = -2550579.122561
  nChanged 73
		SP:Iteration 131Q (39941.130000 sec): 3 clusters
  Score: Raw -2555454.510252 + Penalty 4852.626359 = -2550601.883894
  nChanged 68
		SP:Iteration 132Q (39941.440000 sec): 3 clusters
  Score: Raw -2555475.777236 + Penalty 4852.626359 = -2550623.150877
  nChanged 77
		SP:Iteration 133Q (39941.680000 sec): 3 clusters
  Score: Raw -2555500.116063 + Penalty 4852.626359 = -2550647.489704
  nChanged 77
		SP:Iteration 134Q (39942.000000 sec): 3 clusters
  Score: Raw -2555524.271444 + Penalty 4852.626359 = -2550671.645085
  nChanged 79
		SP:Iteration 135Q (39942.320000 sec): 3 clusters
  Score: Raw -2555554.954027 + Penalty 4852.626359 = -2550702.327669
  nChanged 76
		SP:Iteration 136Q (39942.630000 sec): 3 clusters
  Score: Raw -2555582.855261 + Penalty 4852.626359 = -2550730.228902
  nChanged 56
		SP:Iteration 137Q (39942.930000 sec): 3 clusters
  Score: Raw -2555601.686445 + Penalty 4852.626359 = -2550749.060086
  nChanged 45
		SP:Iteration 138Q (39943.250000 sec): 3 clusters
  Score: Raw -2555618.728455 + Penalty 4852.626359 = -2550766.102096
  nChanged 58
		SP:Iteration 139Q (39943.540000 sec): 3 clusters
  Score: Raw -2555637.621741 + Penalty 4852.626359 = -2550784.995383
  nChanged 48
		SP:Iteration 140F (39943.890000 sec): 3 clusters
  Score: Raw -2555656.036441 + Penalty 4852.626359 = -2550803.410082
  nChanged 38
		SP:Iteration 141Q (39944.170000 sec): 3 clusters
  Score: Raw -2555666.345134 + Penalty 4852.626359 = -2550813.718775
  nChanged 32
		SP:Iteration 142Q (39944.450000 sec): 3 clusters
  Score: Raw -2555674.732782 + Penalty 4852.626359 = -2550822.106423
  nChanged 25
		SP:Iteration 143Q (39944.770000 sec): 3 clusters
  Score: Raw -2555681.967608 + Penalty 4852.626359 = -2550829.341249
  nChanged 23
		SP:Iteration 144Q (39945.040000 sec): 3 clusters
  Score: Raw -2555687.313657 + Penalty 4852.626359 = -2550834.687299
  nChanged 19
		SP:Iteration 145Q (39945.310000 sec): 3 clusters
  Score: Raw -2555694.080702 + Penalty 4852.626359 = -2550841.454343
  nChanged 25
		SP:Iteration 146Q (39945.630000 sec): 3 clusters
  Score: Raw -2555705.314024 + Penalty 4852.626359 = -2550852.687665
  nChanged 24
		SP:Iteration 147Q (39945.900000 sec): 3 clusters
  Score: Raw -2555714.504576 + Penalty 4852.626359 = -2550861.878218
  nChanged 18
		SP:Iteration 148Q (39946.160000 sec): 3 clusters
  Score: Raw -2555721.063098 + Penalty 4852.626359 = -2550868.436739
  nChanged 20
		SP:Iteration 149Q (39946.500000 sec): 3 clusters
  Score: Raw -2555725.884131 + Penalty 4852.626359 = -2550873.257772
  nChanged 11
		SP:Iteration 150Q (39946.760000 sec): 3 clusters
  Score: Raw -2555729.037163 + Penalty 4852.626359 = -2550876.410805
  nChanged 7
		SP:Iteration 151Q (39947.030000 sec): 3 clusters
  Score: Raw -2555731.764046 + Penalty 4852.626359 = -2550879.137687
  nChanged 9
		SP:Iteration 152Q (39947.330000 sec): 3 clusters
  Score: Raw -2555734.348896 + Penalty 4852.626359 = -2550881.722537
  nChanged 7
		SP:Iteration 153Q (39947.610000 sec): 3 clusters
  Score: Raw -2555736.183953 + Penalty 4852.626359 = -2550883.557595
  nChanged 9
		SP:Iteration 154Q (39947.860000 sec): 3 clusters
  Score: Raw -2555738.454696 + Penalty 4852.626359 = -2550885.828337
  nChanged 5
		SP:Iteration 155Q (39948.200000 sec): 3 clusters
  Score: Raw -2555740.504145 + Penalty 4852.626359 = -2550887.877787
  nChanged 9
		SP:Iteration 156Q (39948.440000 sec): 3 clusters
  Score: Raw -2555743.264713 + Penalty 4852.626359 = -2550890.638354
  nChanged 7
		SP:Iteration 157Q (39948.780000 sec): 3 clusters
  Score: Raw -2555744.651127 + Penalty 4852.626359 = -2550892.024768
  nChanged 6
		SP:Iteration 158Q (39949.060000 sec): 3 clusters
  Score: Raw -2555745.948911 + Penalty 4852.626359 = -2550893.322552
  nChanged 5
		SP:Iteration 159Q (39949.290000 sec): 3 clusters
  Score: Raw -2555747.035011 + Penalty 4852.626359 = -2550894.408652
  nChanged 2
		SP:Iteration 160F (39949.570000 sec): 3 clusters
  Score: Raw -2555747.638606 + Penalty 4852.626359 = -2550895.012247
  nChanged 1
		SP:Iteration 161Q (39949.820000 sec): 3 clusters
  Score: Raw -2555748.210378 + Penalty 4852.626359 = -2550895.584020
  nChanged 3
		SP:Iteration 162Q (39950.130000 sec): 3 clusters
  Score: Raw -2555748.795150 + Penalty 4852.626359 = -2550896.168791
  nChanged 1
		SP:Iteration 163Q (39950.410000 sec): 3 clusters
  Score: Raw -2555748.954622 + Penalty 4852.626359 = -2550896.328263
  nChanged 0
		SP:Iteration 164F (39950.650000 sec): 3 clusters
  Score: Raw -2555748.954622 + Penalty 4852.626359 = -2550896.328263
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (168920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39951.750000 sec): 2 clusters
  Score: Raw -25764741.212369 + Penalty 2985.220766 = -25761755.991602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39953.140000 sec): 3 clusters
  Score: Raw -25654281.650605 + Penalty 5970.441532 = -25648311.209072
  nChanged 80943
		SP:Iteration 1F (39954.430000 sec): 3 clusters
  Score: Raw -25702514.689493 + Penalty 5970.441532 = -25696544.247961
  nChanged 6543
		SP:Iteration 2Q (39955.930000 sec): 3 clusters
  Score: Raw -25704660.098507 + Penalty 5970.441532 = -25698689.656974
  nChanged 7646
		SP:Iteration 3Q (39957.350000 sec): 3 clusters
  Score: Raw -25707774.581128 + Penalty 5970.441532 = -25701804.139596
  nChanged 9090
		SP:Iteration 4F (39958.630000 sec): 3 clusters
  Score: Raw -25712371.790229 + Penalty 5970.441532 = -25706401.348696
  nChanged 10548
		SP:Iteration 5F (39960.020000 sec): 3 clusters
  Score: Raw -25718977.075196 + Penalty 5970.441532 = -25713006.633664
  nChanged 11536
		SP:Iteration 6F (39961.300000 sec): 3 clusters
  Score: Raw -25727599.111770 + Penalty 5970.441532 = -25721628.670237
  nChanged 11372
		SP:Iteration 7F (39962.570000 sec): 3 clusters
  Score: Raw -25736999.117820 + Penalty 5970.441532 = -25731028.676287
  nChanged 9955
		SP:Iteration 8F (39963.920000 sec): 3 clusters
  Score: Raw -25745512.170623 + Penalty 5970.441532 = -25739541.729090
  nChanged 7585
		SP:Iteration 9Q (39965.350000 sec): 3 clusters
  Score: Raw -25751780.294274 + Penalty 5970.441532 = -25745809.852742
  nChanged 5508
		SP:Iteration 10Q (39966.710000 sec): 3 clusters
  Score: Raw -25756017.230790 + Penalty 5970.441532 = -25750046.789258
  nChanged 3967
		SP:Iteration 11Q (39967.990000 sec): 3 clusters
  Score: Raw -25758863.153269 + Penalty 5970.441532 = -25752892.711737
  nChanged 2948
		SP:Iteration 12Q (39969.290000 sec): 3 clusters
  Score: Raw -25760977.526327 + Penalty 5970.441532 = -25755007.084794
  nChanged 2149
		SP:Iteration 13Q (39970.660000 sec): 3 clusters
  Score: Raw -25762453.453428 + Penalty 5970.441532 = -25756483.011895
  nChanged 1523
		SP:Iteration 14Q (39971.910000 sec): 3 clusters
  Score: Raw -25763449.311642 + Penalty 5970.441532 = -25757478.870110
  nChanged 1030
		SP:Iteration 15Q (39973.200000 sec): 3 clusters
  Score: Raw -25764079.774714 + Penalty 5970.441532 = -25758109.333181
  nChanged 705
		SP:Iteration 16Q (39974.470000 sec): 3 clusters
  Score: Raw -25764506.036263 + Penalty 5970.441532 = -25758535.594730
  nChanged 532
		SP:Iteration 17Q (39975.790000 sec): 3 clusters
  Score: Raw -25764825.403972 + Penalty 5970.441532 = -25758854.962440
  nChanged 362
		SP:Iteration 18Q (39977.060000 sec): 3 clusters
  Score: Raw -25765015.845439 + Penalty 5970.441532 = -25759045.403906
  nChanged 261
		SP:Iteration 19Q (39978.310000 sec): 3 clusters
  Score: Raw -25765150.511278 + Penalty 5970.441532 = -25759180.069745
  nChanged 189
		SP:Iteration 20F (39979.630000 sec): 3 clusters
  Score: Raw -25765247.100248 + Penalty 5970.441532 = -25759276.658715
  nChanged 139
		SP:Iteration 21Q (39980.900000 sec): 3 clusters
  Score: Raw -25765315.729881 + Penalty 5970.441532 = -25759345.288348
  nChanged 101
		SP:Iteration 22Q (39982.240000 sec): 3 clusters
  Score: Raw -25765363.937176 + Penalty 5970.441532 = -25759393.495643
  nChanged 61
		SP:Iteration 23Q (39983.620000 sec): 3 clusters
  Score: Raw -25765387.146307 + Penalty 5970.441532 = -25759416.704774
  nChanged 43
		SP:Iteration 24Q (39984.830000 sec): 3 clusters
  Score: Raw -25765404.949184 + Penalty 5970.441532 = -25759434.507652
  nChanged 43
		SP:Iteration 25Q (39986.160000 sec): 3 clusters
  Score: Raw -25765417.720081 + Penalty 5970.441532 = -25759447.278549
  nChanged 35
		SP:Iteration 26Q (39987.470000 sec): 3 clusters
  Score: Raw -25765430.380751 + Penalty 5970.441532 = -25759459.939219
  nChanged 26
		SP:Iteration 27Q (39988.770000 sec): 3 clusters
  Score: Raw -25765441.557680 + Penalty 5970.441532 = -25759471.116147
  nChanged 27
		SP:Iteration 28Q (39989.980000 sec): 3 clusters
  Score: Raw -25765454.240817 + Penalty 5970.441532 = -25759483.799285
  nChanged 20
		SP:Iteration 29Q (39991.470000 sec): 3 clusters
  Score: Raw -25765462.048503 + Penalty 5970.441532 = -25759491.606970
  nChanged 27
		SP:Iteration 30Q (39992.620000 sec): 3 clusters
  Score: Raw -25765471.504754 + Penalty 5970.441532 = -25759501.063222
  nChanged 12
		SP:Iteration 31Q (39993.900000 sec): 3 clusters
  Score: Raw -25765475.442381 + Penalty 5970.441532 = -25759505.000849
  nChanged 11
		SP:Iteration 32Q (39995.270000 sec): 3 clusters
  Score: Raw -25765479.123465 + Penalty 5970.441532 = -25759508.681932
  nChanged 14
		SP:Iteration 33Q (39996.660000 sec): 3 clusters
  Score: Raw -25765484.019328 + Penalty 5970.441532 = -25759513.577796
  nChanged 18
		SP:Iteration 34Q (39998.330000 sec): 3 clusters
  Score: Raw -25765489.582364 + Penalty 5970.441532 = -25759519.140831
  nChanged 12
		SP:Iteration 35Q (39999.920000 sec): 3 clusters
  Score: Raw -25765493.448301 + Penalty 5970.441532 = -25759523.006769
  nChanged 9
		SP:Iteration 36Q (40001.530000 sec): 3 clusters
  Score: Raw -25765497.638713 + Penalty 5970.441532 = -25759527.197180
  nChanged 6
		SP:Iteration 37Q (40003.140000 sec): 3 clusters
  Score: Raw -25765499.498810 + Penalty 5970.441532 = -25759529.057278
  nChanged 9
		SP:Iteration 38Q (40004.750000 sec): 3 clusters
  Score: Raw -25765502.796805 + Penalty 5970.441532 = -25759532.355272
  nChanged 8
		SP:Iteration 39Q (40006.360000 sec): 3 clusters
  Score: Raw -25765505.156277 + Penalty 5970.441532 = -25759534.714745
  nChanged 9
		SP:Iteration 40F (40007.890000 sec): 3 clusters
  Score: Raw -25765507.680493 + Penalty 5970.441532 = -25759537.238961
  nChanged 8
		SP:Iteration 41Q (40009.480000 sec): 3 clusters
  Score: Raw -25765510.238225 + Penalty 5970.441532 = -25759539.796693
  nChanged 8
		SP:Iteration 42Q (40010.680000 sec): 3 clusters
  Score: Raw -25765514.785052 + Penalty 5970.441532 = -25759544.343520
  nChanged 13
		SP:Iteration 43Q (40011.990000 sec): 3 clusters
  Score: Raw -25765519.838290 + Penalty 5970.441532 = -25759549.396758
  nChanged 11
		SP:Iteration 44Q (40013.240000 sec): 3 clusters
  Score: Raw -25765522.629146 + Penalty 5970.441532 = -25759552.187614
  nChanged 2
		SP:Iteration 45Q (40014.520000 sec): 3 clusters
  Score: Raw -25765523.038921 + Penalty 5970.441532 = -25759552.597389
  nChanged 1
		SP:Iteration 46Q (40015.790000 sec): 3 clusters
  Score: Raw -25765523.410280 + Penalty 5970.441532 = -25759552.968748
  nChanged 2
		SP:Iteration 47Q (40017.170000 sec): 3 clusters
  Score: Raw -25765523.858655 + Penalty 5970.441532 = -25759553.417122
  nChanged 2
		SP:Iteration 48Q (40018.350000 sec): 3 clusters
  Score: Raw -25765524.487000 + Penalty 5970.441532 = -25759554.045468
  nChanged 3
		SP:Iteration 49Q (40019.790000 sec): 3 clusters
  Score: Raw -25765525.419806 + Penalty 5970.441532 = -25759554.978274
  nChanged 3
		SP:Iteration 50Q (40021.110000 sec): 3 clusters
  Score: Raw -25765526.618876 + Penalty 5970.441532 = -25759556.177343
  nChanged 1
		SP:Iteration 51Q (40022.380000 sec): 3 clusters
  Score: Raw -25765526.811584 + Penalty 5970.441532 = -25759556.370051
  nChanged 0
		SP:Iteration 52F (40023.710000 sec): 3 clusters
  Score: Raw -25765526.811584 + Penalty 5970.441532 = -25759556.370051
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (6387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40023.950000 sec): 2 clusters
  Score: Raw -911618.755338 + Penalty 2172.980948 = -909445.774389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40024.120000 sec): 3 clusters
  Score: Raw -908449.460343 + Penalty 4345.961897 = -904103.498446
  nChanged 2491
		SP:Iteration 1F (40024.330000 sec): 3 clusters
  Score: Raw -910021.015908 + Penalty 4345.961897 = -905675.054011
  nChanged 518
		SP:Iteration 2F (40024.510000 sec): 3 clusters
  Score: Raw -910369.002130 + Penalty 4345.961897 = -906023.040233
  nChanged 381
		SP:Iteration 3F (40024.750000 sec): 3 clusters
  Score: Raw -910633.399762 + Penalty 4345.961897 = -906287.437865
  nChanged 319
		SP:Iteration 4Q (40024.950000 sec): 3 clusters
  Score: Raw -910852.980439 + Penalty 4345.961897 = -906507.018542
  nChanged 311
		SP:Iteration 5Q (40025.130000 sec): 3 clusters
  Score: Raw -911070.240691 + Penalty 4345.961897 = -906724.278794
  nChanged 252
		SP:Iteration 6Q (40025.350000 sec): 3 clusters
  Score: Raw -911236.682643 + Penalty 4345.961897 = -906890.720746
  nChanged 240
		SP:Iteration 7Q (40025.540000 sec): 3 clusters
  Score: Raw -911401.933442 + Penalty 4345.961897 = -907055.971545
  nChanged 220
		SP:Iteration 8Q (40025.760000 sec): 3 clusters
  Score: Raw -911553.759001 + Penalty 4345.961897 = -907207.797104
  nChanged 196
		SP:Iteration 9Q (40025.940000 sec): 3 clusters
  Score: Raw -911664.470059 + Penalty 4345.961897 = -907318.508162
  nChanged 172
		SP:Iteration 10Q (40026.140000 sec): 3 clusters
  Score: Raw -911757.423976 + Penalty 4345.961897 = -907411.462079
  nChanged 135
		SP:Iteration 11Q (40026.320000 sec): 3 clusters
  Score: Raw -911824.271145 + Penalty 4345.961897 = -907478.309248
  nChanged 102
		SP:Iteration 12Q (40026.470000 sec): 3 clusters
  Score: Raw -911873.070090 + Penalty 4345.961897 = -907527.108194
  nChanged 84
		SP:Iteration 13Q (40026.730000 sec): 3 clusters
  Score: Raw -911905.947890 + Penalty 4345.961897 = -907559.985993
  nChanged 63
		SP:Iteration 14Q (40026.910000 sec): 3 clusters
  Score: Raw -911926.139699 + Penalty 4345.961897 = -907580.177802
  nChanged 48
		SP:Iteration 15Q (40027.130000 sec): 3 clusters
  Score: Raw -911946.754664 + Penalty 4345.961897 = -907600.792767
  nChanged 40
		SP:Iteration 16Q (40027.300000 sec): 3 clusters
  Score: Raw -911962.281062 + Penalty 4345.961897 = -907616.319165
  nChanged 36
		SP:Iteration 17Q (40027.470000 sec): 3 clusters
  Score: Raw -911979.081769 + Penalty 4345.961897 = -907633.119872
  nChanged 44
		SP:Iteration 18Q (40027.660000 sec): 3 clusters
  Score: Raw -911997.318182 + Penalty 4345.961897 = -907651.356285
  nChanged 42
		SP:Iteration 19Q (40027.870000 sec): 3 clusters
  Score: Raw -912012.204354 + Penalty 4345.961897 = -907666.242457
  nChanged 36
		SP:Iteration 20F (40028.070000 sec): 3 clusters
  Score: Raw -912026.854942 + Penalty 4345.961897 = -907680.893045
  nChanged 44
		SP:Iteration 21Q (40028.270000 sec): 3 clusters
  Score: Raw -912042.793962 + Penalty 4345.961897 = -907696.832065
  nChanged 34
		SP:Iteration 22Q (40028.470000 sec): 3 clusters
  Score: Raw -912058.661225 + Penalty 4345.961897 = -907712.699328
  nChanged 49
		SP:Iteration 23Q (40028.680000 sec): 3 clusters
  Score: Raw -912083.131359 + Penalty 4345.961897 = -907737.169462
  nChanged 48
		SP:Iteration 24Q (40028.790000 sec): 3 clusters
  Score: Raw -912116.305756 + Penalty 4345.961897 = -907770.343859
  nChanged 57
		SP:Iteration 25Q (40028.980000 sec): 3 clusters
  Score: Raw -912141.128433 + Penalty 4345.961897 = -907795.166536
  nChanged 44
		SP:Iteration 26Q (40029.150000 sec): 3 clusters
  Score: Raw -912161.967116 + Penalty 4345.961897 = -907816.005219
  nChanged 53
		SP:Iteration 27Q (40029.350000 sec): 3 clusters
  Score: Raw -912185.694637 + Penalty 4345.961897 = -907839.732740
  nChanged 43
		SP:Iteration 28Q (40029.560000 sec): 3 clusters
  Score: Raw -912207.339129 + Penalty 4345.961897 = -907861.377232
  nChanged 50
		SP:Iteration 29Q (40029.760000 sec): 3 clusters
  Score: Raw -912236.173098 + Penalty 4345.961897 = -907890.211201
  nChanged 54
		SP:Iteration 30Q (40029.890000 sec): 3 clusters
  Score: Raw -912272.619630 + Penalty 4345.961897 = -907926.657733
  nChanged 72
		SP:Iteration 31Q (40030.100000 sec): 3 clusters
  Score: Raw -912327.953212 + Penalty 4345.961897 = -907981.991315
  nChanged 91
		SP:Iteration 32Q (40030.330000 sec): 3 clusters
  Score: Raw -912392.325864 + Penalty 4345.961897 = -908046.363967
  nChanged 83
		SP:Iteration 33Q (40030.540000 sec): 3 clusters
  Score: Raw -912444.706814 + Penalty 4345.961897 = -908098.744917
  nChanged 84
		SP:Iteration 34Q (40030.780000 sec): 3 clusters
  Score: Raw -912496.798340 + Penalty 4345.961897 = -908150.836443
  nChanged 72
		SP:Iteration 35Q (40030.900000 sec): 3 clusters
  Score: Raw -912533.769750 + Penalty 4345.961897 = -908187.807853
  nChanged 64
		SP:Iteration 36Q (40031.110000 sec): 3 clusters
  Score: Raw -912569.607964 + Penalty 4345.961897 = -908223.646067
  nChanged 55
		SP:Iteration 37Q (40031.250000 sec): 3 clusters
  Score: Raw -912601.521419 + Penalty 4345.961897 = -908255.559522
  nChanged 56
		SP:Iteration 38Q (40031.470000 sec): 3 clusters
  Score: Raw -912625.615147 + Penalty 4345.961897 = -908279.653250
  nChanged 34
		SP:Iteration 39Q (40031.620000 sec): 3 clusters
  Score: Raw -912639.503902 + Penalty 4345.961897 = -908293.542005
  nChanged 22
		SP:Iteration 40F (40031.830000 sec): 3 clusters
  Score: Raw -912648.965019 + Penalty 4345.961897 = -908303.003122
  nChanged 15
		SP:Iteration 41Q (40032.050000 sec): 3 clusters
  Score: Raw -912654.790167 + Penalty 4345.961897 = -908308.828270
  nChanged 18
		SP:Iteration 42Q (40032.250000 sec): 3 clusters
  Score: Raw -912659.834741 + Penalty 4345.961897 = -908313.872844
  nChanged 14
		SP:Iteration 43Q (40032.460000 sec): 3 clusters
  Score: Raw -912665.013819 + Penalty 4345.961897 = -908319.051922
  nChanged 12
		SP:Iteration 44Q (40032.590000 sec): 3 clusters
  Score: Raw -912668.869269 + Penalty 4345.961897 = -908322.907372
  nChanged 11
		SP:Iteration 45Q (40032.790000 sec): 3 clusters
  Score: Raw -912672.857705 + Penalty 4345.961897 = -908326.895808
  nChanged 8
		SP:Iteration 46Q (40032.970000 sec): 3 clusters
  Score: Raw -912674.757013 + Penalty 4345.961897 = -908328.795116
  nChanged 7
		SP:Iteration 47Q (40033.130000 sec): 3 clusters
  Score: Raw -912677.124753 + Penalty 4345.961897 = -908331.162856
  nChanged 10
		SP:Iteration 48Q (40033.350000 sec): 3 clusters
  Score: Raw -912680.689171 + Penalty 4345.961897 = -908334.727274
  nChanged 16
		SP:Iteration 49Q (40033.510000 sec): 3 clusters
  Score: Raw -912684.778658 + Penalty 4345.961897 = -908338.816761
  nChanged 11
		SP:Iteration 50Q (40033.700000 sec): 3 clusters
  Score: Raw -912688.824562 + Penalty 4345.961897 = -908342.862665
  nChanged 13
		SP:Iteration 51Q (40033.910000 sec): 3 clusters
  Score: Raw -912696.401252 + Penalty 4345.961897 = -908350.439356
  nChanged 19
		SP:Iteration 52Q (40034.120000 sec): 3 clusters
  Score: Raw -912702.274968 + Penalty 4345.961897 = -908356.313071
  nChanged 15
		SP:Iteration 53Q (40034.230000 sec): 3 clusters
  Score: Raw -912706.849328 + Penalty 4345.961897 = -908360.887431
  nChanged 9
		SP:Iteration 54Q (40034.440000 sec): 3 clusters
  Score: Raw -912709.869893 + Penalty 4345.961897 = -908363.907996
  nChanged 13
		SP:Iteration 55Q (40034.640000 sec): 3 clusters
  Score: Raw -912714.718906 + Penalty 4345.961897 = -908368.757009
  nChanged 10
		SP:Iteration 56Q (40034.840000 sec): 3 clusters
  Score: Raw -912718.847224 + Penalty 4345.961897 = -908372.885327
  nChanged 10
		SP:Iteration 57Q (40035.060000 sec): 3 clusters
  Score: Raw -912721.558072 + Penalty 4345.961897 = -908375.596175
  nChanged 6
		SP:Iteration 58Q (40035.290000 sec): 3 clusters
  Score: Raw -912723.433896 + Penalty 4345.961897 = -908377.471999
  nChanged 6
		SP:Iteration 59Q (40035.490000 sec): 3 clusters
  Score: Raw -912725.315568 + Penalty 4345.961897 = -908379.353671
  nChanged 7
		SP:Iteration 60F (40035.700000 sec): 3 clusters
  Score: Raw -912727.674449 + Penalty 4345.961897 = -908381.712552
  nChanged 3
		SP:Iteration 61Q (40035.820000 sec): 3 clusters
  Score: Raw -912728.448947 + Penalty 4345.961897 = -908382.487050
  nChanged 4
		SP:Iteration 62Q (40036.050000 sec): 3 clusters
  Score: Raw -912729.505390 + Penalty 4345.961897 = -908383.543493
  nChanged 2
		SP:Iteration 63Q (40036.200000 sec): 3 clusters
  Score: Raw -912730.054676 + Penalty 4345.961897 = -908384.092779
  nChanged 0
		SP:Iteration 64F (40036.430000 sec): 3 clusters
  Score: Raw -912730.054676 + Penalty 4345.961897 = -908384.092779
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (39050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40036.820000 sec): 2 clusters
  Score: Raw -5952814.921472 + Penalty 2622.004343 = -5950192.917130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40037.300000 sec): 3 clusters
  Score: Raw -5929102.406409 + Penalty 5244.008685 = -5923858.397724
  nChanged 17770
		SP:Iteration 1F (40037.770000 sec): 3 clusters
  Score: Raw -5938783.402441 + Penalty 5244.008685 = -5933539.393756
  nChanged 2031
		SP:Iteration 2F (40038.190000 sec): 3 clusters
  Score: Raw -5939545.827936 + Penalty 5244.008685 = -5934301.819251
  nChanged 1923
		SP:Iteration 3Q (40038.670000 sec): 3 clusters
  Score: Raw -5940362.659878 + Penalty 5244.008685 = -5935118.651193
  nChanged 1975
		SP:Iteration 4F (40039.110000 sec): 3 clusters
  Score: Raw -5941319.099590 + Penalty 5244.008685 = -5936075.090905
  nChanged 2021
		SP:Iteration 5F (40039.570000 sec): 3 clusters
  Score: Raw -5942321.962931 + Penalty 5244.008685 = -5937077.954246
  nChanged 2057
		SP:Iteration 6F (40040.090000 sec): 3 clusters
  Score: Raw -5943398.713392 + Penalty 5244.008685 = -5938154.704707
  nChanged 2013
		SP:Iteration 7F (40040.510000 sec): 3 clusters
  Score: Raw -5944514.406692 + Penalty 5244.008685 = -5939270.398007
  nChanged 1950
		SP:Iteration 8Q (40040.990000 sec): 3 clusters
  Score: Raw -5945587.469809 + Penalty 5244.008685 = -5940343.461124
  nChanged 1794
		SP:Iteration 9Q (40041.570000 sec): 3 clusters
  Score: Raw -5946521.919706 + Penalty 5244.008685 = -5941277.911021
  nChanged 1622
		SP:Iteration 10Q (40042.070000 sec): 3 clusters
  Score: Raw -5947386.007136 + Penalty 5244.008685 = -5942141.998451
  nChanged 1455
		SP:Iteration 11Q (40042.540000 sec): 3 clusters
  Score: Raw -5948154.623294 + Penalty 5244.008685 = -5942910.614609
  nChanged 1272
		SP:Iteration 12Q (40043.040000 sec): 3 clusters
  Score: Raw -5948738.349675 + Penalty 5244.008685 = -5943494.340990
  nChanged 973
		SP:Iteration 13Q (40043.550000 sec): 3 clusters
  Score: Raw -5949159.464746 + Penalty 5244.008685 = -5943915.456061
  nChanged 804
		SP:Iteration 14Q (40044.080000 sec): 3 clusters
  Score: Raw -5949500.966695 + Penalty 5244.008685 = -5944256.958010
  nChanged 714
		SP:Iteration 15Q (40044.490000 sec): 3 clusters
  Score: Raw -5949825.001732 + Penalty 5244.008685 = -5944580.993047
  nChanged 663
		SP:Iteration 16Q (40045.030000 sec): 3 clusters
  Score: Raw -5950101.413209 + Penalty 5244.008685 = -5944857.404524
  nChanged 619
		SP:Iteration 17Q (40045.470000 sec): 3 clusters
  Score: Raw -5950363.762763 + Penalty 5244.008685 = -5945119.754078
  nChanged 616
		SP:Iteration 18Q (40045.970000 sec): 3 clusters
  Score: Raw -5950634.319909 + Penalty 5244.008685 = -5945390.311224
  nChanged 586
		SP:Iteration 19Q (40046.490000 sec): 3 clusters
  Score: Raw -5950879.221286 + Penalty 5244.008685 = -5945635.212601
  nChanged 569
		SP:Iteration 20F (40046.960000 sec): 3 clusters
  Score: Raw -5951118.512680 + Penalty 5244.008685 = -5945874.503995
  nChanged 553
		SP:Iteration 21Q (40047.350000 sec): 3 clusters
  Score: Raw -5951359.840431 + Penalty 5244.008685 = -5946115.831746
  nChanged 539
		SP:Iteration 22Q (40047.860000 sec): 3 clusters
  Score: Raw -5951575.983405 + Penalty 5244.008685 = -5946331.974720
  nChanged 513
		SP:Iteration 23Q (40048.400000 sec): 3 clusters
  Score: Raw -5951759.372015 + Penalty 5244.008685 = -5946515.363330
  nChanged 442
		SP:Iteration 24Q (40048.850000 sec): 3 clusters
  Score: Raw -5951924.866762 + Penalty 5244.008685 = -5946680.858077
  nChanged 445
		SP:Iteration 25Q (40049.250000 sec): 3 clusters
  Score: Raw -5952083.071704 + Penalty 5244.008685 = -5946839.063019
  nChanged 421
		SP:Iteration 26Q (40049.670000 sec): 3 clusters
  Score: Raw -5952221.973662 + Penalty 5244.008685 = -5946977.964977
  nChanged 364
		SP:Iteration 27Q (40050.170000 sec): 3 clusters
  Score: Raw -5952344.620263 + Penalty 5244.008685 = -5947100.611578
  nChanged 381
		SP:Iteration 28Q (40050.610000 sec): 3 clusters
  Score: Raw -5952476.015206 + Penalty 5244.008685 = -5947232.006521
  nChanged 369
		SP:Iteration 29Q (40051.090000 sec): 3 clusters
  Score: Raw -5952604.102415 + Penalty 5244.008685 = -5947360.093730
  nChanged 362
		SP:Iteration 30Q (40051.500000 sec): 3 clusters
  Score: Raw -5952732.976209 + Penalty 5244.008685 = -5947488.967524
  nChanged 363
		SP:Iteration 31Q (40051.900000 sec): 3 clusters
  Score: Raw -5952861.888216 + Penalty 5244.008685 = -5947617.879531
  nChanged 339
		SP:Iteration 32Q (40052.320000 sec): 3 clusters
  Score: Raw -5952975.191126 + Penalty 5244.008685 = -5947731.182441
  nChanged 308
		SP:Iteration 33Q (40052.780000 sec): 3 clusters
  Score: Raw -5953076.297857 + Penalty 5244.008685 = -5947832.289172
  nChanged 305
		SP:Iteration 34Q (40053.250000 sec): 3 clusters
  Score: Raw -5953176.500024 + Penalty 5244.008685 = -5947932.491339
  nChanged 283
		SP:Iteration 35Q (40053.700000 sec): 3 clusters
  Score: Raw -5953265.767766 + Penalty 5244.008685 = -5948021.759081
  nChanged 263
		SP:Iteration 36Q (40054.120000 sec): 3 clusters
  Score: Raw -5953341.753362 + Penalty 5244.008685 = -5948097.744677
  nChanged 241
		SP:Iteration 37Q (40054.520000 sec): 3 clusters
  Score: Raw -5953413.203228 + Penalty 5244.008685 = -5948169.194543
  nChanged 236
		SP:Iteration 38Q (40054.880000 sec): 3 clusters
  Score: Raw -5953496.657124 + Penalty 5244.008685 = -5948252.648439
  nChanged 228
		SP:Iteration 39Q (40055.280000 sec): 3 clusters
  Score: Raw -5953580.325579 + Penalty 5244.008685 = -5948336.316894
  nChanged 214
		SP:Iteration 40F (40055.770000 sec): 3 clusters
  Score: Raw -5953658.451234 + Penalty 5244.008685 = -5948414.442549
  nChanged 199
		SP:Iteration 41Q (40056.190000 sec): 3 clusters
  Score: Raw -5953717.346857 + Penalty 5244.008685 = -5948473.338172
  nChanged 163
		SP:Iteration 42Q (40056.580000 sec): 3 clusters
  Score: Raw -5953766.623290 + Penalty 5244.008685 = -5948522.614605
  nChanged 156
		SP:Iteration 43Q (40057.020000 sec): 3 clusters
  Score: Raw -5953816.683073 + Penalty 5244.008685 = -5948572.674388
  nChanged 131
		SP:Iteration 44Q (40057.450000 sec): 3 clusters
  Score: Raw -5953855.950489 + Penalty 5244.008685 = -5948611.941804
  nChanged 127
		SP:Iteration 45Q (40057.890000 sec): 3 clusters
  Score: Raw -5953895.341510 + Penalty 5244.008685 = -5948651.332825
  nChanged 143
		SP:Iteration 46Q (40058.310000 sec): 3 clusters
  Score: Raw -5953942.072401 + Penalty 5244.008685 = -5948698.063716
  nChanged 111
		SP:Iteration 47Q (40058.790000 sec): 3 clusters
  Score: Raw -5953982.263468 + Penalty 5244.008685 = -5948738.254783
  nChanged 140
		SP:Iteration 48Q (40059.140000 sec): 3 clusters
  Score: Raw -5954033.332067 + Penalty 5244.008685 = -5948789.323382
  nChanged 124
		SP:Iteration 49Q (40059.590000 sec): 3 clusters
  Score: Raw -5954077.749912 + Penalty 5244.008685 = -5948833.741227
  nChanged 118
		SP:Iteration 50Q (40060.050000 sec): 3 clusters
  Score: Raw -5954127.768756 + Penalty 5244.008685 = -5948883.760071
  nChanged 112
		SP:Iteration 51Q (40060.470000 sec): 3 clusters
  Score: Raw -5954175.969207 + Penalty 5244.008685 = -5948931.960522
  nChanged 99
		SP:Iteration 52Q (40060.850000 sec): 3 clusters
  Score: Raw -5954226.465259 + Penalty 5244.008685 = -5948982.456574
  nChanged 85
		SP:Iteration 53Q (40061.290000 sec): 3 clusters
  Score: Raw -5954267.964509 + Penalty 5244.008685 = -5949023.955824
  nChanged 82
		SP:Iteration 54Q (40061.750000 sec): 3 clusters
  Score: Raw -5954310.434521 + Penalty 5244.008685 = -5949066.425836
  nChanged 93
		SP:Iteration 55Q (40062.230000 sec): 3 clusters
  Score: Raw -5954351.797757 + Penalty 5244.008685 = -5949107.789072
  nChanged 83
		SP:Iteration 56Q (40062.620000 sec): 3 clusters
  Score: Raw -5954387.192077 + Penalty 5244.008685 = -5949143.183392
  nChanged 73
		SP:Iteration 57Q (40063.060000 sec): 3 clusters
  Score: Raw -5954419.687914 + Penalty 5244.008685 = -5949175.679229
  nChanged 72
		SP:Iteration 58Q (40063.500000 sec): 3 clusters
  Score: Raw -5954454.582488 + Penalty 5244.008685 = -5949210.573803
  nChanged 50
		SP:Iteration 59Q (40063.980000 sec): 3 clusters
  Score: Raw -5954471.390123 + Penalty 5244.008685 = -5949227.381438
  nChanged 43
		SP:Iteration 60F (40064.490000 sec): 3 clusters
  Score: Raw -5954484.680744 + Penalty 5244.008685 = -5949240.672059
  nChanged 30
		SP:Iteration 61Q (40064.890000 sec): 3 clusters
  Score: Raw -5954494.429230 + Penalty 5244.008685 = -5949250.420545
  nChanged 23
		SP:Iteration 62Q (40065.330000 sec): 3 clusters
  Score: Raw -5954500.067862 + Penalty 5244.008685 = -5949256.059177
  nChanged 23
		SP:Iteration 63Q (40065.850000 sec): 3 clusters
  Score: Raw -5954505.499314 + Penalty 5244.008685 = -5949261.490629
  nChanged 16
		SP:Iteration 64Q (40066.290000 sec): 3 clusters
  Score: Raw -5954508.881173 + Penalty 5244.008685 = -5949264.872488
  nChanged 13
		SP:Iteration 65Q (40066.810000 sec): 3 clusters
  Score: Raw -5954512.008326 + Penalty 5244.008685 = -5949267.999641
  nChanged 12
		SP:Iteration 66Q (40067.270000 sec): 3 clusters
  Score: Raw -5954514.709006 + Penalty 5244.008685 = -5949270.700321
  nChanged 8
		SP:Iteration 67Q (40067.650000 sec): 3 clusters
  Score: Raw -5954516.356118 + Penalty 5244.008685 = -5949272.347433
  nChanged 4
		SP:Iteration 68Q (40068.090000 sec): 3 clusters
  Score: Raw -5954517.057948 + Penalty 5244.008685 = -5949273.049263
  nChanged 1
		SP:Iteration 69Q (40068.530000 sec): 3 clusters
  Score: Raw -5954517.294947 + Penalty 5244.008685 = -5949273.286262
  nChanged 1
		SP:Iteration 70Q (40068.970000 sec): 3 clusters
  Score: Raw -5954517.415973 + Penalty 5244.008685 = -5949273.407288
  nChanged 1
		SP:Iteration 71Q (40069.380000 sec): 3 clusters
  Score: Raw -5954517.624362 + Penalty 5244.008685 = -5949273.615677
  nChanged 2
		SP:Iteration 72Q (40069.840000 sec): 3 clusters
  Score: Raw -5954517.903796 + Penalty 5244.008685 = -5949273.895111
  nChanged 1
		SP:Iteration 73Q (40070.220000 sec): 3 clusters
  Score: Raw -5954517.997105 + Penalty 5244.008685 = -5949273.988420
  nChanged 0
		SP:Iteration 74F (40070.640000 sec): 3 clusters
  Score: Raw -5954517.997105 + Penalty 5244.008685 = -5949273.988420
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (4244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40070.790000 sec): 2 clusters
  Score: Raw -654031.367515 + Penalty 2071.608852 = -651959.758663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40070.990000 sec): 3 clusters
  Score: Raw -652056.872977 + Penalty 4143.217704 = -647913.655273
  nChanged 1588
		SP:Iteration 1F (40071.170000 sec): 3 clusters
  Score: Raw -653149.884329 + Penalty 4143.217704 = -649006.666625
  nChanged 391
		SP:Iteration 2F (40071.370000 sec): 3 clusters
  Score: Raw -653528.284817 + Penalty 4143.217704 = -649385.067114
  nChanged 292
		SP:Iteration 3F (40071.530000 sec): 3 clusters
  Score: Raw -653825.132157 + Penalty 4143.217704 = -649681.914453
  nChanged 254
		SP:Iteration 4F (40071.730000 sec): 3 clusters
  Score: Raw -654040.810368 + Penalty 4143.217704 = -649897.592664
  nChanged 184
		SP:Iteration 5Q (40071.930000 sec): 3 clusters
  Score: Raw -654162.699758 + Penalty 4143.217704 = -650019.482054
  nChanged 118
		SP:Iteration 6Q (40072.120000 sec): 3 clusters
  Score: Raw -654220.188111 + Penalty 4143.217704 = -650076.970407
  nChanged 82
		SP:Iteration 7Q (40072.310000 sec): 3 clusters
  Score: Raw -654260.285506 + Penalty 4143.217704 = -650117.067802
  nChanged 66
		SP:Iteration 8Q (40072.480000 sec): 3 clusters
  Score: Raw -654290.519833 + Penalty 4143.217704 = -650147.302129
  nChanged 44
		SP:Iteration 9Q (40072.650000 sec): 3 clusters
  Score: Raw -654309.632736 + Penalty 4143.217704 = -650166.415032
  nChanged 41
		SP:Iteration 10Q (40072.860000 sec): 3 clusters
  Score: Raw -654327.347821 + Penalty 4143.217704 = -650184.130117
  nChanged 31
		SP:Iteration 11Q (40073.110000 sec): 3 clusters
  Score: Raw -654342.577130 + Penalty 4143.217704 = -650199.359426
  nChanged 31
		SP:Iteration 12Q (40073.290000 sec): 3 clusters
  Score: Raw -654358.936859 + Penalty 4143.217704 = -650215.719155
  nChanged 34
		SP:Iteration 13Q (40073.460000 sec): 3 clusters
  Score: Raw -654374.134676 + Penalty 4143.217704 = -650230.916972
  nChanged 28
		SP:Iteration 14Q (40073.610000 sec): 3 clusters
  Score: Raw -654385.208815 + Penalty 4143.217704 = -650241.991111
  nChanged 19
		SP:Iteration 15Q (40073.800000 sec): 3 clusters
  Score: Raw -654392.020487 + Penalty 4143.217704 = -650248.802783
  nChanged 17
		SP:Iteration 16Q (40074.010000 sec): 3 clusters
  Score: Raw -654397.785281 + Penalty 4143.217704 = -650254.567577
  nChanged 13
		SP:Iteration 17Q (40074.200000 sec): 3 clusters
  Score: Raw -654401.786000 + Penalty 4143.217704 = -650258.568296
  nChanged 6
		SP:Iteration 18Q (40074.370000 sec): 3 clusters
  Score: Raw -654403.942985 + Penalty 4143.217704 = -650260.725281
  nChanged 7
		SP:Iteration 19Q (40074.550000 sec): 3 clusters
  Score: Raw -654407.131361 + Penalty 4143.217704 = -650263.913657
  nChanged 7
		SP:Iteration 20F (40074.790000 sec): 3 clusters
  Score: Raw -654410.187758 + Penalty 4143.217704 = -650266.970054
  nChanged 8
		SP:Iteration 21Q (40075.010000 sec): 3 clusters
  Score: Raw -654412.404163 + Penalty 4143.217704 = -650269.186459
  nChanged 6
		SP:Iteration 22Q (40075.230000 sec): 3 clusters
  Score: Raw -654414.145822 + Penalty 4143.217704 = -650270.928118
  nChanged 6
		SP:Iteration 23Q (40075.450000 sec): 3 clusters
  Score: Raw -654416.945627 + Penalty 4143.217704 = -650273.727923
  nChanged 6
		SP:Iteration 24Q (40075.710000 sec): 3 clusters
  Score: Raw -654418.356318 + Penalty 4143.217704 = -650275.138614
  nChanged 3
		SP:Iteration 25Q (40075.970000 sec): 3 clusters
  Score: Raw -654419.205765 + Penalty 4143.217704 = -650275.988062
  nChanged 3
		SP:Iteration 26Q (40076.150000 sec): 3 clusters
  Score: Raw -654420.195651 + Penalty 4143.217704 = -650276.977947
  nChanged 1
		SP:Iteration 27Q (40076.340000 sec): 3 clusters
  Score: Raw -654420.482132 + Penalty 4143.217704 = -650277.264428
  nChanged 1
		SP:Iteration 28Q (40076.580000 sec): 3 clusters
  Score: Raw -654420.824780 + Penalty 4143.217704 = -650277.607076
  nChanged 1
		SP:Iteration 29Q (40076.770000 sec): 3 clusters
  Score: Raw -654421.095138 + Penalty 4143.217704 = -650277.877434
  nChanged 0
		SP:Iteration 30F (40076.970000 sec): 3 clusters
  Score: Raw -654421.095138 + Penalty 4143.217704 = -650277.877434
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (3820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40077.090000 sec): 2 clusters
  Score: Raw -600207.024527 + Penalty 2045.505414 = -598161.519113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40077.330000 sec): 3 clusters
  Score: Raw -598433.328156 + Penalty 4091.010828 = -594342.317328
  nChanged 1405
		SP:Iteration 1F (40077.550000 sec): 3 clusters
  Score: Raw -599333.328316 + Penalty 4091.010828 = -595242.317488
  nChanged 304
		SP:Iteration 2F (40077.710000 sec): 3 clusters
  Score: Raw -599560.229157 + Penalty 4091.010828 = -595469.218329
  nChanged 194
		SP:Iteration 3F (40077.870000 sec): 3 clusters
  Score: Raw -599687.824019 + Penalty 4091.010828 = -595596.813191
  nChanged 157
		SP:Iteration 4Q (40078.040000 sec): 3 clusters
  Score: Raw -599782.784307 + Penalty 4091.010828 = -595691.773479
  nChanged 115
		SP:Iteration 5Q (40078.210000 sec): 3 clusters
  Score: Raw -599858.344324 + Penalty 4091.010828 = -595767.333496
  nChanged 113
		SP:Iteration 6Q (40078.320000 sec): 3 clusters
  Score: Raw -599940.968731 + Penalty 4091.010828 = -595849.957903
  nChanged 105
		SP:Iteration 7Q (40078.510000 sec): 3 clusters
  Score: Raw -600004.593003 + Penalty 4091.010828 = -595913.582175
  nChanged 94
		SP:Iteration 8Q (40078.690000 sec): 3 clusters
  Score: Raw -600073.962514 + Penalty 4091.010828 = -595982.951686
  nChanged 97
		SP:Iteration 9Q (40078.900000 sec): 3 clusters
  Score: Raw -600146.023118 + Penalty 4091.010828 = -596055.012290
  nChanged 97
		SP:Iteration 10Q (40079.090000 sec): 3 clusters
  Score: Raw -600211.628461 + Penalty 4091.010828 = -596120.617633
  nChanged 109
		SP:Iteration 11Q (40079.310000 sec): 3 clusters
  Score: Raw -600277.179935 + Penalty 4091.010828 = -596186.169107
  nChanged 77
		SP:Iteration 12Q (40079.540000 sec): 3 clusters
  Score: Raw -600316.762315 + Penalty 4091.010828 = -596225.751487
  nChanged 66
		SP:Iteration 13Q (40079.770000 sec): 3 clusters
  Score: Raw -600353.995740 + Penalty 4091.010828 = -596262.984912
  nChanged 57
		SP:Iteration 14Q (40079.980000 sec): 3 clusters
  Score: Raw -600388.765091 + Penalty 4091.010828 = -596297.754263
  nChanged 57
		SP:Iteration 15Q (40080.180000 sec): 3 clusters
  Score: Raw -600428.550264 + Penalty 4091.010828 = -596337.539436
  nChanged 59
		SP:Iteration 16Q (40080.360000 sec): 3 clusters
  Score: Raw -600473.297516 + Penalty 4091.010828 = -596382.286688
  nChanged 52
		SP:Iteration 17Q (40080.600000 sec): 3 clusters
  Score: Raw -600505.336871 + Penalty 4091.010828 = -596414.326043
  nChanged 54
		SP:Iteration 18Q (40080.800000 sec): 3 clusters
  Score: Raw -600537.382210 + Penalty 4091.010828 = -596446.371382
  nChanged 40
		SP:Iteration 19Q (40080.990000 sec): 3 clusters
  Score: Raw -600559.468163 + Penalty 4091.010828 = -596468.457335
  nChanged 46
		SP:Iteration 20F (40081.220000 sec): 3 clusters
  Score: Raw -600590.093711 + Penalty 4091.010828 = -596499.082883
  nChanged 47
		SP:Iteration 21Q (40081.420000 sec): 3 clusters
  Score: Raw -600620.565272 + Penalty 4091.010828 = -596529.554444
  nChanged 53
		SP:Iteration 22Q (40081.620000 sec): 3 clusters
  Score: Raw -600657.878712 + Penalty 4091.010828 = -596566.867884
  nChanged 47
		SP:Iteration 23Q (40081.850000 sec): 3 clusters
  Score: Raw -600679.883579 + Penalty 4091.010828 = -596588.872751
  nChanged 28
		SP:Iteration 24Q (40082.040000 sec): 3 clusters
  Score: Raw -600693.589454 + Penalty 4091.010828 = -596602.578626
  nChanged 22
		SP:Iteration 25Q (40082.230000 sec): 3 clusters
  Score: Raw -600707.189507 + Penalty 4091.010828 = -596616.178679
  nChanged 27
		SP:Iteration 26Q (40082.400000 sec): 3 clusters
  Score: Raw -600721.605474 + Penalty 4091.010828 = -596630.594646
  nChanged 17
		SP:Iteration 27Q (40082.600000 sec): 3 clusters
  Score: Raw -600729.312886 + Penalty 4091.010828 = -596638.302058
  nChanged 20
		SP:Iteration 28Q (40082.820000 sec): 3 clusters
  Score: Raw -600739.739693 + Penalty 4091.010828 = -596648.728865
  nChanged 18
		SP:Iteration 29Q (40083.030000 sec): 3 clusters
  Score: Raw -600748.608096 + Penalty 4091.010828 = -596657.597268
  nChanged 18
		SP:Iteration 30Q (40083.250000 sec): 3 clusters
  Score: Raw -600759.584448 + Penalty 4091.010828 = -596668.573620
  nChanged 25
		SP:Iteration 31Q (40083.440000 sec): 3 clusters
  Score: Raw -600773.913470 + Penalty 4091.010828 = -596682.902642
  nChanged 12
		SP:Iteration 32Q (40083.600000 sec): 3 clusters
  Score: Raw -600779.226849 + Penalty 4091.010828 = -596688.216021
  nChanged 7
		SP:Iteration 33Q (40083.790000 sec): 3 clusters
  Score: Raw -600782.343309 + Penalty 4091.010828 = -596691.332481
  nChanged 6
		SP:Iteration 34Q (40083.960000 sec): 3 clusters
  Score: Raw -600786.839262 + Penalty 4091.010828 = -596695.828434
  nChanged 12
		SP:Iteration 35Q (40084.140000 sec): 3 clusters
  Score: Raw -600791.795396 + Penalty 4091.010828 = -596700.784568
  nChanged 5
		SP:Iteration 36Q (40084.340000 sec): 3 clusters
  Score: Raw -600794.130587 + Penalty 4091.010828 = -596703.119759
  nChanged 8
		SP:Iteration 37Q (40084.510000 sec): 3 clusters
  Score: Raw -600797.275916 + Penalty 4091.010828 = -596706.265088
  nChanged 8
		SP:Iteration 38Q (40084.690000 sec): 3 clusters
  Score: Raw -600801.599306 + Penalty 4091.010828 = -596710.588478
  nChanged 6
		SP:Iteration 39Q (40084.880000 sec): 3 clusters
  Score: Raw -600803.409841 + Penalty 4091.010828 = -596712.399013
  nChanged 4
		SP:Iteration 40F (40085.000000 sec): 3 clusters
  Score: Raw -600805.169600 + Penalty 4091.010828 = -596714.158772
  nChanged 4
		SP:Iteration 41Q (40085.160000 sec): 3 clusters
  Score: Raw -600807.295779 + Penalty 4091.010828 = -596716.284951
  nChanged 3
		SP:Iteration 42Q (40085.310000 sec): 3 clusters
  Score: Raw -600808.924700 + Penalty 4091.010828 = -596717.913872
  nChanged 5
		SP:Iteration 43Q (40085.480000 sec): 3 clusters
  Score: Raw -600811.541119 + Penalty 4091.010828 = -596720.530291
  nChanged 3
		SP:Iteration 44Q (40085.610000 sec): 3 clusters
  Score: Raw -600814.457167 + Penalty 4091.010828 = -596723.446339
  nChanged 9
		SP:Iteration 45Q (40085.810000 sec): 3 clusters
  Score: Raw -600817.963069 + Penalty 4091.010828 = -596726.952241
  nChanged 11
		SP:Iteration 46Q (40085.990000 sec): 3 clusters
  Score: Raw -600821.312087 + Penalty 4091.010828 = -596730.301259
  nChanged 3
		SP:Iteration 47Q (40086.170000 sec): 3 clusters
  Score: Raw -600822.077589 + Penalty 4091.010828 = -596731.066761
  nChanged 3
		SP:Iteration 48Q (40086.310000 sec): 3 clusters
  Score: Raw -600822.916893 + Penalty 4091.010828 = -596731.906065
  nChanged 4
		SP:Iteration 49Q (40086.490000 sec): 3 clusters
  Score: Raw -600824.743640 + Penalty 4091.010828 = -596733.732812
  nChanged 4
		SP:Iteration 50Q (40086.610000 sec): 3 clusters
  Score: Raw -600826.514556 + Penalty 4091.010828 = -596735.503728
  nChanged 6
		SP:Iteration 51Q (40086.760000 sec): 3 clusters
  Score: Raw -600828.874421 + Penalty 4091.010828 = -596737.863593
  nChanged 5
		SP:Iteration 52Q (40086.950000 sec): 3 clusters
  Score: Raw -600832.632072 + Penalty 4091.010828 = -596741.621244
  nChanged 6
		SP:Iteration 53Q (40087.080000 sec): 3 clusters
  Score: Raw -600835.583749 + Penalty 4091.010828 = -596744.572921
  nChanged 8
		SP:Iteration 54Q (40087.230000 sec): 3 clusters
  Score: Raw -600838.227683 + Penalty 4091.010828 = -596747.216855
  nChanged 4
		SP:Iteration 55Q (40087.380000 sec): 3 clusters
  Score: Raw -600838.963639 + Penalty 4091.010828 = -596747.952811
  nChanged 3
		SP:Iteration 56Q (40087.570000 sec): 3 clusters
  Score: Raw -600839.415571 + Penalty 4091.010828 = -596748.404743
  nChanged 1
		SP:Iteration 57Q (40087.750000 sec): 3 clusters
  Score: Raw -600839.682994 + Penalty 4091.010828 = -596748.672166
  nChanged 0
		SP:Iteration 58F (40087.950000 sec): 3 clusters
  Score: Raw -600839.682994 + Penalty 4091.010828 = -596748.672166
  nChanged 0
Iteration 179Q (40357.110000 sec): 80 clusters
  Score: Raw -289218336.846844 + Penalty 282963.326109 = -288935373.520734
  nChanged 5650
Iteration 180F (40779.680000 sec): 80 clusters
  Score: Raw -289220797.639201 + Penalty 282963.326109 = -288937834.313092
  nChanged 5584
Iteration 181Q (41034.250000 sec): 80 clusters
  Score: Raw -289221801.312833 + Penalty 282963.326109 = -288938837.986724
  nChanged 4194
Iteration 182Q (41285.180000 sec): 80 clusters
  Score: Raw -289222325.621713 + Penalty 282963.326109 = -288939362.295604
  nChanged 3709
Iteration 183Q (41526.050000 sec): 80 clusters
  Score: Raw -289222695.200010 + Penalty 282963.326109 = -288939731.873901
  nChanged 3422
Iteration 184Q (41774.510000 sec): 80 clusters
  Score: Raw -289222991.615102 + Penalty 282963.326109 = -288940028.288992
  nChanged 3262
Iteration 185Q (42030.720000 sec): 80 clusters
  Score: Raw -289223245.632854 + Penalty 282963.326109 = -288940282.306745
  nChanged 3082
Iteration 186Q (42296.140000 sec): 80 clusters
  Score: Raw -289223470.871673 + Penalty 282963.326109 = -288940507.545564
  nChanged 2952
Iteration 187Q (42504.670000 sec): 80 clusters
  Score: Raw -289223667.822200 + Penalty 282963.326109 = -288940704.496091
  nChanged 2793
Iteration 188Q (42760.980000 sec): 80 clusters
  Score: Raw -289223846.932274 + Penalty 282963.326109 = -288940883.606164
  nChanged 2730
Iteration 189Q (43014.310000 sec): 80 clusters
  Score: Raw -289224021.334086 + Penalty 282963.326109 = -288941058.007977
  nChanged 2606
Iteration 190Q (43265.410000 sec): 80 clusters
  Score: Raw -289224180.196493 + Penalty 282963.326109 = -288941216.870384
  nChanged 2583
Iteration 191Q (43520.060000 sec): 80 clusters
  Score: Raw -289224329.377273 + Penalty 282963.326109 = -288941366.051164
  nChanged 2474
Iteration 192Q (43768.840000 sec): 80 clusters
  Score: Raw -289224475.213598 + Penalty 282963.326109 = -288941511.887489
  nChanged 2469
Iteration 193Q (44024.180000 sec): 80 clusters
  Score: Raw -289224614.727749 + Penalty 282963.326109 = -288941651.401639
  nChanged 2370
Iteration 194Q (44272.320000 sec): 80 clusters
  Score: Raw -289224748.833543 + Penalty 282963.326109 = -288941785.507434
  nChanged 2366
Iteration 195Q (44533.100000 sec): 80 clusters
  Score: Raw -289224884.676556 + Penalty 282963.326109 = -288941921.350447
  nChanged 2349
Iteration 196Q (44783.890000 sec): 80 clusters
  Score: Raw -289225014.633718 + Penalty 282963.326109 = -288942051.307609
  nChanged 2284
Iteration 197Q (45035.810000 sec): 80 clusters
  Score: Raw -289225135.100558 + Penalty 282963.326109 = -288942171.774449
  nChanged 2240
Iteration 198Q (45295.460000 sec): 80 clusters
  Score: Raw -289225253.251211 + Penalty 282963.326109 = -288942289.925101
  nChanged 2209
Iteration 199Q (45546.820000 sec): 80 clusters
  Score: Raw -289225369.373347 + Penalty 282963.326109 = -288942406.047237
  nChanged 2271
Iteration 200F (45967.110000 sec): 80 clusters
  Score: Raw -289225488.815744 + Penalty 282963.326109 = -288942525.489635
  nChanged 2260
Iteration 201Q (46257.480000 sec): 80 clusters
  Score: Raw -289225601.560500 + Penalty 282963.326109 = -288942638.234391
  nChanged 2153
Iteration 202Q (46543.850000 sec): 80 clusters
  Score: Raw -289225710.523686 + Penalty 282963.326109 = -288942747.197576
  nChanged 2111
Iteration 203Q (46807.960000 sec): 80 clusters
  Score: Raw -289225816.144329 + Penalty 282963.326109 = -288942852.818220
  nChanged 2044
Iteration 204Q (47072.370000 sec): 80 clusters
  Score: Raw -289225916.777082 + Penalty 282963.326109 = -288942953.450973
  nChanged 2077
Iteration 205Q (47340.190000 sec): 80 clusters
  Score: Raw -289226023.179047 + Penalty 282963.326109 = -288943059.852937
  nChanged 2023
Iteration 206Q (47597.600000 sec): 80 clusters
  Score: Raw -289226120.932162 + Penalty 282963.326109 = -288943157.606053
  nChanged 1984
Iteration 207Q (47863.970000 sec): 80 clusters
  Score: Raw -289226219.675933 + Penalty 282963.326109 = -288943256.349824
  nChanged 1950
Iteration 208Q (48106.130000 sec): 80 clusters
  Score: Raw -289226317.114414 + Penalty 282963.326109 = -288943353.788304
  nChanged 1948
Iteration 209Q (48344.020000 sec): 80 clusters
  Score: Raw -289226412.659862 + Penalty 282963.326109 = -288943449.333753
  nChanged 1931
Iteration 210Q (48576.550000 sec): 80 clusters
  Score: Raw -289226504.379569 + Penalty 282963.326109 = -288943541.053460
  nChanged 1902
Iteration 211Q (48822.410000 sec): 80 clusters
  Score: Raw -289226595.688487 + Penalty 282963.326109 = -288943632.362378
  nChanged 1861
Iteration 212Q (49066.010000 sec): 80 clusters
  Score: Raw -289226679.887660 + Penalty 282963.326109 = -288943716.561550
  nChanged 1794
Iteration 213Q (49319.840000 sec): 80 clusters
  Score: Raw -289226762.030100 + Penalty 282963.326109 = -288943798.703991
  nChanged 1781
Iteration 214Q (49569.480000 sec): 80 clusters
  Score: Raw -289226843.147534 + Penalty 282963.326109 = -288943879.821425
  nChanged 1791
Iteration 215Q (49824.480000 sec): 80 clusters
  Score: Raw -289226926.627591 + Penalty 282963.326109 = -288943963.301481
  nChanged 1707
Iteration 216Q (50074.920000 sec): 80 clusters
  Score: Raw -289227007.734343 + Penalty 282963.326109 = -288944044.408234
  nChanged 1690
Iteration 217Q (50324.120000 sec): 80 clusters
  Score: Raw -289227083.445666 + Penalty 282963.326109 = -288944120.119557
  nChanged 1667
Iteration 218Q (50579.190000 sec): 80 clusters
  Score: Raw -289227160.034868 + Penalty 282963.326109 = -288944196.708759
  nChanged 1633
Writing temp clu file 
Because OldScore, -288944120.119557, is greater than current (better) Score,-288944196.708759 
 Compute initial score before splitting:   Score: Raw -289227160.034868 + Penalty 282963.326109 = -288944196.708759
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (5054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50580.310000 sec): 2 clusters
  Score: Raw -801757.149836 + Penalty 2114.927951 = -799642.221885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50580.500000 sec): 3 clusters
  Score: Raw -799398.432193 + Penalty 4229.855903 = -795168.576290
  nChanged 1909
		SP:Iteration 1F (50580.690000 sec): 3 clusters
  Score: Raw -800581.400854 + Penalty 4229.855903 = -796351.544951
  nChanged 395
		SP:Iteration 2F (50580.840000 sec): 3 clusters
  Score: Raw -800867.291175 + Penalty 4229.855903 = -796637.435272
  nChanged 285
		SP:Iteration 3F (50581.000000 sec): 3 clusters
  Score: Raw -801077.285638 + Penalty 4229.855903 = -796847.429735
  nChanged 238
		SP:Iteration 4Q (50581.210000 sec): 3 clusters
  Score: Raw -801233.360801 + Penalty 4229.855903 = -797003.504898
  nChanged 201
		SP:Iteration 5Q (50581.410000 sec): 3 clusters
  Score: Raw -801361.636284 + Penalty 4229.855903 = -797131.780381
  nChanged 177
		SP:Iteration 6Q (50581.570000 sec): 3 clusters
  Score: Raw -801473.405164 + Penalty 4229.855903 = -797243.549261
  nChanged 151
		SP:Iteration 7Q (50581.730000 sec): 3 clusters
  Score: Raw -801564.830611 + Penalty 4229.855903 = -797334.974708
  nChanged 139
		SP:Iteration 8Q (50581.890000 sec): 3 clusters
  Score: Raw -801639.938724 + Penalty 4229.855903 = -797410.082821
  nChanged 119
		SP:Iteration 9Q (50582.050000 sec): 3 clusters
  Score: Raw -801697.370627 + Penalty 4229.855903 = -797467.514725
  nChanged 85
		SP:Iteration 10Q (50582.210000 sec): 3 clusters
  Score: Raw -801740.322988 + Penalty 4229.855903 = -797510.467085
  nChanged 84
		SP:Iteration 11Q (50582.370000 sec): 3 clusters
  Score: Raw -801786.147786 + Penalty 4229.855903 = -797556.291883
  nChanged 68
		SP:Iteration 12Q (50582.530000 sec): 3 clusters
  Score: Raw -801817.179955 + Penalty 4229.855903 = -797587.324052
  nChanged 48
		SP:Iteration 13Q (50582.690000 sec): 3 clusters
  Score: Raw -801834.980333 + Penalty 4229.855903 = -797605.124430
  nChanged 35
		SP:Iteration 14Q (50582.850000 sec): 3 clusters
  Score: Raw -801847.007136 + Penalty 4229.855903 = -797617.151233
  nChanged 22
		SP:Iteration 15Q (50583.010000 sec): 3 clusters
  Score: Raw -801855.563862 + Penalty 4229.855903 = -797625.707959
  nChanged 20
		SP:Iteration 16Q (50583.170000 sec): 3 clusters
  Score: Raw -801861.811791 + Penalty 4229.855903 = -797631.955889
  nChanged 12
		SP:Iteration 17Q (50583.330000 sec): 3 clusters
  Score: Raw -801865.858590 + Penalty 4229.855903 = -797636.002687
  nChanged 12
		SP:Iteration 18Q (50583.490000 sec): 3 clusters
  Score: Raw -801869.560079 + Penalty 4229.855903 = -797639.704177
  nChanged 12
		SP:Iteration 19Q (50583.650000 sec): 3 clusters
  Score: Raw -801873.171005 + Penalty 4229.855903 = -797643.315102
  nChanged 9
		SP:Iteration 20F (50583.810000 sec): 3 clusters
  Score: Raw -801876.711117 + Penalty 4229.855903 = -797646.855214
  nChanged 13
		SP:Iteration 21Q (50583.970000 sec): 3 clusters
  Score: Raw -801880.044960 + Penalty 4229.855903 = -797650.189057
  nChanged 10
		SP:Iteration 22Q (50584.130000 sec): 3 clusters
  Score: Raw -801884.228634 + Penalty 4229.855903 = -797654.372731
  nChanged 9
		SP:Iteration 23Q (50584.290000 sec): 3 clusters
  Score: Raw -801886.683871 + Penalty 4229.855903 = -797656.827968
  nChanged 10
		SP:Iteration 24Q (50584.450000 sec): 3 clusters
  Score: Raw -801889.321128 + Penalty 4229.855903 = -797659.465226
  nChanged 7
		SP:Iteration 25Q (50584.610000 sec): 3 clusters
  Score: Raw -801890.818667 + Penalty 4229.855903 = -797660.962764
  nChanged 5
		SP:Iteration 26Q (50584.810000 sec): 3 clusters
  Score: Raw -801891.849634 + Penalty 4229.855903 = -797661.993731
  nChanged 2
		SP:Iteration 27Q (50585.020000 sec): 3 clusters
  Score: Raw -801892.259749 + Penalty 4229.855903 = -797662.403846
  nChanged 5
		SP:Iteration 28Q (50585.180000 sec): 3 clusters
  Score: Raw -801893.702341 + Penalty 4229.855903 = -797663.846438
  nChanged 5
		SP:Iteration 29Q (50585.340000 sec): 3 clusters
  Score: Raw -801894.741479 + Penalty 4229.855903 = -797664.885576
  nChanged 1
		SP:Iteration 30Q (50585.500000 sec): 3 clusters
  Score: Raw -801894.978882 + Penalty 4229.855903 = -797665.122980
  nChanged 0
		SP:Iteration 31F (50585.660000 sec): 3 clusters
  Score: Raw -801894.978882 + Penalty 4229.855903 = -797665.122980
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (130813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50586.500000 sec): 2 clusters
  Score: Raw -21207211.561667 + Penalty 2921.817977 = -21204289.743690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50587.770000 sec): 3 clusters
  Score: Raw -21122658.413275 + Penalty 5843.635954 = -21116814.777320
  nChanged 62181
		SP:Iteration 1F (50588.980000 sec): 3 clusters
  Score: Raw -21158767.429813 + Penalty 5843.635954 = -21152923.793859
  nChanged 4656
		SP:Iteration 2Q (50590.360000 sec): 3 clusters
  Score: Raw -21160082.427631 + Penalty 5843.635954 = -21154238.791677
  nChanged 5554
		SP:Iteration 3Q (50591.690000 sec): 3 clusters
  Score: Raw -21162122.147911 + Penalty 5843.635954 = -21156278.511957
  nChanged 7005
		SP:Iteration 4F (50592.800000 sec): 3 clusters
  Score: Raw -21165335.387240 + Penalty 5843.635954 = -21159491.751285
  nChanged 8409
		SP:Iteration 5F (50593.720000 sec): 3 clusters
  Score: Raw -21170040.046368 + Penalty 5843.635954 = -21164196.410414
  nChanged 9212
		SP:Iteration 6F (50594.840000 sec): 3 clusters
  Score: Raw -21175882.353987 + Penalty 5843.635954 = -21170038.718032
  nChanged 9217
		SP:Iteration 7F (50595.920000 sec): 3 clusters
  Score: Raw -21182436.550259 + Penalty 5843.635954 = -21176592.914305
  nChanged 8879
		SP:Iteration 8F (50597.020000 sec): 3 clusters
  Score: Raw -21189792.675138 + Penalty 5843.635954 = -21183949.039184
  nChanged 7903
		SP:Iteration 9F (50598.040000 sec): 3 clusters
  Score: Raw -21197411.854587 + Penalty 5843.635954 = -21191568.218632
  nChanged 5720
		SP:Iteration 10Q (50599.100000 sec): 3 clusters
  Score: Raw -21203220.818778 + Penalty 5843.635954 = -21197377.182823
  nChanged 2838
		SP:Iteration 11Q (50600.250000 sec): 3 clusters
  Score: Raw -21206036.101074 + Penalty 5843.635954 = -21200192.465120
  nChanged 936
		SP:Iteration 12Q (50601.260000 sec): 3 clusters
  Score: Raw -21206948.893160 + Penalty 5843.635954 = -21201105.257205
  nChanged 279
		SP:Iteration 13Q (50602.370000 sec): 3 clusters
  Score: Raw -21207262.049078 + Penalty 5843.635954 = -21201418.413124
  nChanged 98
		SP:Iteration 14Q (50603.320000 sec): 3 clusters
  Score: Raw -21207380.852877 + Penalty 5843.635954 = -21201537.216923
  nChanged 45
		SP:Iteration 15Q (50604.380000 sec): 3 clusters
  Score: Raw -21207443.948978 + Penalty 5843.635954 = -21201600.313024
  nChanged 28
		SP:Iteration 16Q (50605.600000 sec): 3 clusters
  Score: Raw -21207487.498300 + Penalty 5843.635954 = -21201643.862345
  nChanged 20
		SP:Iteration 17Q (50606.720000 sec): 3 clusters
  Score: Raw -21207521.886138 + Penalty 5843.635954 = -21201678.250184
  nChanged 17
		SP:Iteration 18Q (50607.820000 sec): 3 clusters
  Score: Raw -21207546.902331 + Penalty 5843.635954 = -21201703.266377
  nChanged 18
		SP:Iteration 19Q (50608.840000 sec): 3 clusters
  Score: Raw -21207572.609262 + Penalty 5843.635954 = -21201728.973308
  nChanged 13
		SP:Iteration 20F (50609.880000 sec): 3 clusters
  Score: Raw -21207591.566052 + Penalty 5843.635954 = -21201747.930098
  nChanged 5
		SP:Iteration 21Q (50611.020000 sec): 3 clusters
  Score: Raw -21207598.685011 + Penalty 5843.635954 = -21201755.049057
  nChanged 4
		SP:Iteration 22Q (50612.070000 sec): 3 clusters
  Score: Raw -21207603.526285 + Penalty 5843.635954 = -21201759.890330
  nChanged 2
		SP:Iteration 23Q (50613.140000 sec): 3 clusters
  Score: Raw -21207608.257731 + Penalty 5843.635954 = -21201764.621777
  nChanged 2
		SP:Iteration 24Q (50614.220000 sec): 3 clusters
  Score: Raw -21207611.535235 + Penalty 5843.635954 = -21201767.899280
  nChanged 2
		SP:Iteration 25Q (50615.340000 sec): 3 clusters
  Score: Raw -21207613.727701 + Penalty 5843.635954 = -21201770.091746
  nChanged 2
		SP:Iteration 26Q (50616.370000 sec): 3 clusters
  Score: Raw -21207616.546200 + Penalty 5843.635954 = -21201772.910245
  nChanged 1
		SP:Iteration 27Q (50617.500000 sec): 3 clusters
  Score: Raw -21207617.955355 + Penalty 5843.635954 = -21201774.319401
  nChanged 2
		SP:Iteration 28Q (50618.500000 sec): 3 clusters
  Score: Raw -21207621.778709 + Penalty 5843.635954 = -21201778.142754
  nChanged 1
		SP:Iteration 29Q (50619.620000 sec): 3 clusters
  Score: Raw -21207623.655022 + Penalty 5843.635954 = -21201780.019068
  nChanged 2
		SP:Iteration 30Q (50620.610000 sec): 3 clusters
  Score: Raw -21207625.862807 + Penalty 5843.635954 = -21201782.226853
  nChanged 2
		SP:Iteration 31Q (50621.640000 sec): 3 clusters
  Score: Raw -21207628.115286 + Penalty 5843.635954 = -21201784.479331
  nChanged 2
		SP:Iteration 32Q (50622.720000 sec): 3 clusters
  Score: Raw -21207630.191026 + Penalty 5843.635954 = -21201786.555072
  nChanged 3
		SP:Iteration 33Q (50623.760000 sec): 3 clusters
  Score: Raw -21207632.926891 + Penalty 5843.635954 = -21201789.290936
  nChanged 0
		SP:Iteration 34F (50624.830000 sec): 3 clusters
  Score: Raw -21207632.926891 + Penalty 5843.635954 = -21201789.290936
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50625.070000 sec): 2 clusters
  Score: Raw -1334524.421828 + Penalty 2254.817782 = -1332269.604046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50625.290000 sec): 3 clusters
  Score: Raw -1329881.897684 + Penalty 4509.635564 = -1325372.262120
  nChanged 3610
		SP:Iteration 1F (50625.520000 sec): 3 clusters
  Score: Raw -1331951.097121 + Penalty 4509.635564 = -1327441.461557
  nChanged 670
		SP:Iteration 2F (50625.770000 sec): 3 clusters
  Score: Raw -1332363.560978 + Penalty 4509.635564 = -1327853.925414
  nChanged 587
		SP:Iteration 3F (50625.960000 sec): 3 clusters
  Score: Raw -1332725.069723 + Penalty 4509.635564 = -1328215.434159
  nChanged 469
		SP:Iteration 4F (50626.210000 sec): 3 clusters
  Score: Raw -1333023.624870 + Penalty 4509.635564 = -1328513.989306
  nChanged 455
		SP:Iteration 5F (50626.510000 sec): 3 clusters
  Score: Raw -1333354.840941 + Penalty 4509.635564 = -1328845.205377
  nChanged 417
		SP:Iteration 6Q (50626.760000 sec): 3 clusters
  Score: Raw -1333692.254331 + Penalty 4509.635564 = -1329182.618768
  nChanged 444
		SP:Iteration 7Q (50626.950000 sec): 3 clusters
  Score: Raw -1334000.564010 + Penalty 4509.635564 = -1329490.928446
  nChanged 358
		SP:Iteration 8Q (50627.140000 sec): 3 clusters
  Score: Raw -1334216.826898 + Penalty 4509.635564 = -1329707.191335
  nChanged 301
		SP:Iteration 9Q (50627.400000 sec): 3 clusters
  Score: Raw -1334403.241933 + Penalty 4509.635564 = -1329893.606370
  nChanged 271
		SP:Iteration 10Q (50627.640000 sec): 3 clusters
  Score: Raw -1334559.231417 + Penalty 4509.635564 = -1330049.595853
  nChanged 215
		SP:Iteration 11Q (50627.890000 sec): 3 clusters
  Score: Raw -1334657.415876 + Penalty 4509.635564 = -1330147.780313
  nChanged 155
		SP:Iteration 12Q (50628.080000 sec): 3 clusters
  Score: Raw -1334717.989908 + Penalty 4509.635564 = -1330208.354344
  nChanged 137
		SP:Iteration 13Q (50628.340000 sec): 3 clusters
  Score: Raw -1334773.326294 + Penalty 4509.635564 = -1330263.690730
  nChanged 114
		SP:Iteration 14Q (50628.580000 sec): 3 clusters
  Score: Raw -1334818.911444 + Penalty 4509.635564 = -1330309.275881
  nChanged 98
		SP:Iteration 15Q (50628.780000 sec): 3 clusters
  Score: Raw -1334859.031524 + Penalty 4509.635564 = -1330349.395960
  nChanged 104
		SP:Iteration 16Q (50629.040000 sec): 3 clusters
  Score: Raw -1334904.643322 + Penalty 4509.635564 = -1330395.007758
  nChanged 118
		SP:Iteration 17Q (50629.240000 sec): 3 clusters
  Score: Raw -1334959.730023 + Penalty 4509.635564 = -1330450.094459
  nChanged 101
		SP:Iteration 18Q (50629.470000 sec): 3 clusters
  Score: Raw -1335013.812192 + Penalty 4509.635564 = -1330504.176628
  nChanged 101
		SP:Iteration 19Q (50629.720000 sec): 3 clusters
  Score: Raw -1335071.820311 + Penalty 4509.635564 = -1330562.184747
  nChanged 106
		SP:Iteration 20F (50629.880000 sec): 3 clusters
  Score: Raw -1335137.789540 + Penalty 4509.635564 = -1330628.153976
  nChanged 101
		SP:Iteration 21Q (50630.100000 sec): 3 clusters
  Score: Raw -1335194.936217 + Penalty 4509.635564 = -1330685.300654
  nChanged 79
		SP:Iteration 22Q (50630.320000 sec): 3 clusters
  Score: Raw -1335239.293758 + Penalty 4509.635564 = -1330729.658195
  nChanged 75
		SP:Iteration 23Q (50630.590000 sec): 3 clusters
  Score: Raw -1335273.927089 + Penalty 4509.635564 = -1330764.291525
  nChanged 61
		SP:Iteration 24Q (50630.820000 sec): 3 clusters
  Score: Raw -1335302.936734 + Penalty 4509.635564 = -1330793.301170
  nChanged 45
		SP:Iteration 25Q (50631.050000 sec): 3 clusters
  Score: Raw -1335324.135554 + Penalty 4509.635564 = -1330814.499990
  nChanged 41
		SP:Iteration 26Q (50631.240000 sec): 3 clusters
  Score: Raw -1335344.629699 + Penalty 4509.635564 = -1330834.994135
  nChanged 35
		SP:Iteration 27Q (50631.460000 sec): 3 clusters
  Score: Raw -1335358.961920 + Penalty 4509.635564 = -1330849.326356
  nChanged 32
		SP:Iteration 28Q (50631.720000 sec): 3 clusters
  Score: Raw -1335369.523184 + Penalty 4509.635564 = -1330859.887620
  nChanged 20
		SP:Iteration 29Q (50631.980000 sec): 3 clusters
  Score: Raw -1335374.224883 + Penalty 4509.635564 = -1330864.589319
  nChanged 17
		SP:Iteration 30Q (50632.170000 sec): 3 clusters
  Score: Raw -1335378.979629 + Penalty 4509.635564 = -1330869.344065
  nChanged 12
		SP:Iteration 31Q (50632.430000 sec): 3 clusters
  Score: Raw -1335384.015639 + Penalty 4509.635564 = -1330874.380076
  nChanged 9
		SP:Iteration 32Q (50632.720000 sec): 3 clusters
  Score: Raw -1335386.584604 + Penalty 4509.635564 = -1330876.949041
  nChanged 7
		SP:Iteration 33Q (50632.950000 sec): 3 clusters
  Score: Raw -1335388.298404 + Penalty 4509.635564 = -1330878.662840
  nChanged 9
		SP:Iteration 34Q (50633.200000 sec): 3 clusters
  Score: Raw -1335390.888450 + Penalty 4509.635564 = -1330881.252886
  nChanged 6
		SP:Iteration 35Q (50633.480000 sec): 3 clusters
  Score: Raw -1335392.230968 + Penalty 4509.635564 = -1330882.595404
  nChanged 5
		SP:Iteration 36Q (50633.660000 sec): 3 clusters
  Score: Raw -1335393.208224 + Penalty 4509.635564 = -1330883.572660
  nChanged 2
		SP:Iteration 37Q (50633.900000 sec): 3 clusters
  Score: Raw -1335393.589486 + Penalty 4509.635564 = -1330883.953922
  nChanged 1
		SP:Iteration 38Q (50634.170000 sec): 3 clusters
  Score: Raw -1335393.831415 + Penalty 4509.635564 = -1330884.195851
  nChanged 2
		SP:Iteration 39Q (50634.400000 sec): 3 clusters
  Score: Raw -1335394.138285 + Penalty 4509.635564 = -1330884.502721
  nChanged 1
		SP:Iteration 40F (50634.650000 sec): 3 clusters
  Score: Raw -1335394.422059 + Penalty 4509.635564 = -1330884.786495
  nChanged 3
		SP:Iteration 41Q (50634.840000 sec): 3 clusters
  Score: Raw -1335394.950095 + Penalty 4509.635564 = -1330885.314532
  nChanged 2
		SP:Iteration 42Q (50635.050000 sec): 3 clusters
  Score: Raw -1335395.217516 + Penalty 4509.635564 = -1330885.581952
  nChanged 2
		SP:Iteration 43Q (50635.220000 sec): 3 clusters
  Score: Raw -1335395.598560 + Penalty 4509.635564 = -1330885.962996
  nChanged 1
		SP:Iteration 44Q (50635.500000 sec): 3 clusters
  Score: Raw -1335395.736237 + Penalty 4509.635564 = -1330886.100673
  nChanged 0
		SP:Iteration 45F (50635.770000 sec): 3 clusters
  Score: Raw -1335395.736237 + Penalty 4509.635564 = -1330886.100673
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (137697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50636.750000 sec): 2 clusters
  Score: Raw -22455883.568117 + Penalty 2934.537103 = -22452949.031014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50637.900000 sec): 3 clusters
  Score: Raw -22366448.980697 + Penalty 5869.074205 = -22360579.906492
  nChanged 65712
		SP:Iteration 1F (50639.070000 sec): 3 clusters
  Score: Raw -22404388.567935 + Penalty 5869.074205 = -22398519.493729
  nChanged 4221
		SP:Iteration 2Q (50640.300000 sec): 3 clusters
  Score: Raw -22405337.571346 + Penalty 5869.074205 = -22399468.497140
  nChanged 4416
		SP:Iteration 3Q (50641.520000 sec): 3 clusters
  Score: Raw -22406494.631489 + Penalty 5869.074205 = -22400625.557284
  nChanged 4904
		SP:Iteration 4Q (50642.810000 sec): 3 clusters
  Score: Raw -22408195.720733 + Penalty 5869.074205 = -22402326.646528
  nChanged 6220
		SP:Iteration 5Q (50644.140000 sec): 3 clusters
  Score: Raw -22411049.227798 + Penalty 5869.074205 = -22405180.153593
  nChanged 8350
		SP:Iteration 6F (50645.290000 sec): 3 clusters
  Score: Raw -22416171.209327 + Penalty 5869.074205 = -22410302.135122
  nChanged 11084
		SP:Iteration 7F (50646.490000 sec): 3 clusters
  Score: Raw -22424866.716349 + Penalty 5869.074205 = -22418997.642143
  nChanged 12545
		SP:Iteration 8F (50647.680000 sec): 3 clusters
  Score: Raw -22436480.043973 + Penalty 5869.074205 = -22430610.969768
  nChanged 10793
		SP:Iteration 9F (50648.910000 sec): 3 clusters
  Score: Raw -22447085.419784 + Penalty 5869.074205 = -22441216.345579
  nChanged 6155
		SP:Iteration 10Q (50650.100000 sec): 3 clusters
  Score: Raw -22453026.691757 + Penalty 5869.074205 = -22447157.617551
  nChanged 2387
		SP:Iteration 11Q (50651.260000 sec): 3 clusters
  Score: Raw -22455271.833048 + Penalty 5869.074205 = -22449402.758842
  nChanged 639
		SP:Iteration 12Q (50652.280000 sec): 3 clusters
  Score: Raw -22455909.518306 + Penalty 5869.074205 = -22450040.444101
  nChanged 176
		SP:Iteration 13Q (50653.400000 sec): 3 clusters
  Score: Raw -22456102.882708 + Penalty 5869.074205 = -22450233.808502
  nChanged 69
		SP:Iteration 14Q (50654.500000 sec): 3 clusters
  Score: Raw -22456187.125346 + Penalty 5869.074205 = -22450318.051140
  nChanged 43
		SP:Iteration 15Q (50655.660000 sec): 3 clusters
  Score: Raw -22456237.855804 + Penalty 5869.074205 = -22450368.781598
  nChanged 25
		SP:Iteration 16Q (50656.850000 sec): 3 clusters
  Score: Raw -22456263.949041 + Penalty 5869.074205 = -22450394.874836
  nChanged 16
		SP:Iteration 17Q (50657.900000 sec): 3 clusters
  Score: Raw -22456282.419127 + Penalty 5869.074205 = -22450413.344921
  nChanged 12
		SP:Iteration 18Q (50659.000000 sec): 3 clusters
  Score: Raw -22456294.562402 + Penalty 5869.074205 = -22450425.488196
  nChanged 8
		SP:Iteration 19Q (50660.120000 sec): 3 clusters
  Score: Raw -22456302.810438 + Penalty 5869.074205 = -22450433.736233
  nChanged 8
		SP:Iteration 20F (50661.220000 sec): 3 clusters
  Score: Raw -22456309.747218 + Penalty 5869.074205 = -22450440.673012
  nChanged 4
		SP:Iteration 21Q (50662.390000 sec): 3 clusters
  Score: Raw -22456313.586330 + Penalty 5869.074205 = -22450444.512125
  nChanged 2
		SP:Iteration 22Q (50663.420000 sec): 3 clusters
  Score: Raw -22456315.262493 + Penalty 5869.074205 = -22450446.188288
  nChanged 2
		SP:Iteration 23Q (50664.450000 sec): 3 clusters
  Score: Raw -22456317.024753 + Penalty 5869.074205 = -22450447.950548
  nChanged 1
		SP:Iteration 24Q (50665.540000 sec): 3 clusters
  Score: Raw -22456318.268242 + Penalty 5869.074205 = -22450449.194037
  nChanged 2
		SP:Iteration 25Q (50666.540000 sec): 3 clusters
  Score: Raw -22456319.687573 + Penalty 5869.074205 = -22450450.613367
  nChanged 3
		SP:Iteration 26Q (50667.640000 sec): 3 clusters
  Score: Raw -22456323.436032 + Penalty 5869.074205 = -22450454.361827
  nChanged 5
		SP:Iteration 27Q (50668.720000 sec): 3 clusters
  Score: Raw -22456331.973385 + Penalty 5869.074205 = -22450462.899179
  nChanged 5
		SP:Iteration 28Q (50669.760000 sec): 3 clusters
  Score: Raw -22456336.497329 + Penalty 5869.074205 = -22450467.423123
  nChanged 3
		SP:Iteration 29Q (50670.810000 sec): 3 clusters
  Score: Raw -22456340.040842 + Penalty 5869.074205 = -22450470.966636
  nChanged 4
		SP:Iteration 30Q (50671.830000 sec): 3 clusters
  Score: Raw -22456343.794133 + Penalty 5869.074205 = -22450474.719928
  nChanged 2
		SP:Iteration 31Q (50672.950000 sec): 3 clusters
  Score: Raw -22456345.271046 + Penalty 5869.074205 = -22450476.196841
  nChanged 3
		SP:Iteration 32Q (50674.180000 sec): 3 clusters
  Score: Raw -22456349.111744 + Penalty 5869.074205 = -22450480.037538
  nChanged 1
		SP:Iteration 33Q (50675.400000 sec): 3 clusters
  Score: Raw -22456350.065677 + Penalty 5869.074205 = -22450480.991472
  nChanged 0
		SP:Iteration 34F (50676.730000 sec): 3 clusters
  Score: Raw -22456350.065677 + Penalty 5869.074205 = -22450480.991472
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (7695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50676.840000 sec): 2 clusters
  Score: Raw -1163301.576427 + Penalty 2219.184859 = -1161082.391567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50677.100000 sec): 3 clusters
  Score: Raw -1159289.291654 + Penalty 4438.369719 = -1154850.921935
  nChanged 3100
		SP:Iteration 1F (50677.280000 sec): 3 clusters
  Score: Raw -1161190.201735 + Penalty 4438.369719 = -1156751.832016
  nChanged 698
		SP:Iteration 2F (50677.460000 sec): 3 clusters
  Score: Raw -1161706.096625 + Penalty 4438.369719 = -1157267.726907
  nChanged 548
		SP:Iteration 3F (50677.680000 sec): 3 clusters
  Score: Raw -1162140.404535 + Penalty 4438.369719 = -1157702.034816
  nChanged 503
		SP:Iteration 4F (50677.880000 sec): 3 clusters
  Score: Raw -1162535.539070 + Penalty 4438.369719 = -1158097.169351
  nChanged 450
		SP:Iteration 5F (50678.070000 sec): 3 clusters
  Score: Raw -1162892.927716 + Penalty 4438.369719 = -1158454.557997
  nChanged 376
		SP:Iteration 6Q (50678.300000 sec): 3 clusters
  Score: Raw -1163157.231057 + Penalty 4438.369719 = -1158718.861338
  nChanged 318
		SP:Iteration 7Q (50678.470000 sec): 3 clusters
  Score: Raw -1163369.246424 + Penalty 4438.369719 = -1158930.876706
  nChanged 251
		SP:Iteration 8Q (50678.700000 sec): 3 clusters
  Score: Raw -1163529.748357 + Penalty 4438.369719 = -1159091.378639
  nChanged 189
		SP:Iteration 9Q (50678.920000 sec): 3 clusters
  Score: Raw -1163624.620397 + Penalty 4438.369719 = -1159186.250678
  nChanged 155
		SP:Iteration 10Q (50679.140000 sec): 3 clusters
  Score: Raw -1163695.828560 + Penalty 4438.369719 = -1159257.458841
  nChanged 123
		SP:Iteration 11Q (50679.370000 sec): 3 clusters
  Score: Raw -1163746.344001 + Penalty 4438.369719 = -1159307.974282
  nChanged 97
		SP:Iteration 12Q (50679.590000 sec): 3 clusters
  Score: Raw -1163789.895750 + Penalty 4438.369719 = -1159351.526031
  nChanged 86
		SP:Iteration 13Q (50679.810000 sec): 3 clusters
  Score: Raw -1163824.893355 + Penalty 4438.369719 = -1159386.523636
  nChanged 68
		SP:Iteration 14Q (50680.040000 sec): 3 clusters
  Score: Raw -1163852.522860 + Penalty 4438.369719 = -1159414.153141
  nChanged 56
		SP:Iteration 15Q (50680.260000 sec): 3 clusters
  Score: Raw -1163875.655367 + Penalty 4438.369719 = -1159437.285648
  nChanged 65
		SP:Iteration 16Q (50680.490000 sec): 3 clusters
  Score: Raw -1163899.136524 + Penalty 4438.369719 = -1159460.766805
  nChanged 62
		SP:Iteration 17Q (50680.750000 sec): 3 clusters
  Score: Raw -1163923.240667 + Penalty 4438.369719 = -1159484.870948
  nChanged 54
		SP:Iteration 18Q (50680.930000 sec): 3 clusters
  Score: Raw -1163941.981263 + Penalty 4438.369719 = -1159503.611544
  nChanged 39
		SP:Iteration 19Q (50681.160000 sec): 3 clusters
  Score: Raw -1163954.856410 + Penalty 4438.369719 = -1159516.486691
  nChanged 45
		SP:Iteration 20F (50681.390000 sec): 3 clusters
  Score: Raw -1163968.590486 + Penalty 4438.369719 = -1159530.220767
  nChanged 39
		SP:Iteration 21Q (50681.610000 sec): 3 clusters
  Score: Raw -1163982.021982 + Penalty 4438.369719 = -1159543.652263
  nChanged 40
		SP:Iteration 22Q (50681.840000 sec): 3 clusters
  Score: Raw -1163999.376428 + Penalty 4438.369719 = -1159561.006709
  nChanged 41
		SP:Iteration 23Q (50682.060000 sec): 3 clusters
  Score: Raw -1164014.328208 + Penalty 4438.369719 = -1159575.958489
  nChanged 37
		SP:Iteration 24Q (50682.290000 sec): 3 clusters
  Score: Raw -1164026.072494 + Penalty 4438.369719 = -1159587.702775
  nChanged 33
		SP:Iteration 25Q (50682.510000 sec): 3 clusters
  Score: Raw -1164036.659689 + Penalty 4438.369719 = -1159598.289970
  nChanged 29
		SP:Iteration 26Q (50682.740000 sec): 3 clusters
  Score: Raw -1164045.951116 + Penalty 4438.369719 = -1159607.581397
  nChanged 21
		SP:Iteration 27Q (50682.960000 sec): 3 clusters
  Score: Raw -1164051.943575 + Penalty 4438.369719 = -1159613.573856
  nChanged 12
		SP:Iteration 28Q (50683.180000 sec): 3 clusters
  Score: Raw -1164054.476951 + Penalty 4438.369719 = -1159616.107232
  nChanged 17
		SP:Iteration 29Q (50683.400000 sec): 3 clusters
  Score: Raw -1164058.438182 + Penalty 4438.369719 = -1159620.068463
  nChanged 16
		SP:Iteration 30Q (50683.630000 sec): 3 clusters
  Score: Raw -1164062.921957 + Penalty 4438.369719 = -1159624.552238
  nChanged 19
		SP:Iteration 31Q (50683.850000 sec): 3 clusters
  Score: Raw -1164068.191051 + Penalty 4438.369719 = -1159629.821332
  nChanged 16
		SP:Iteration 32Q (50684.080000 sec): 3 clusters
  Score: Raw -1164072.108932 + Penalty 4438.369719 = -1159633.739213
  nChanged 21
		SP:Iteration 33Q (50684.310000 sec): 3 clusters
  Score: Raw -1164079.297583 + Penalty 4438.369719 = -1159640.927864
  nChanged 18
		SP:Iteration 34Q (50684.530000 sec): 3 clusters
  Score: Raw -1164084.186636 + Penalty 4438.369719 = -1159645.816917
  nChanged 11
		SP:Iteration 35Q (50684.760000 sec): 3 clusters
  Score: Raw -1164087.317121 + Penalty 4438.369719 = -1159648.947402
  nChanged 13
		SP:Iteration 36Q (50684.980000 sec): 3 clusters
  Score: Raw -1164091.351974 + Penalty 4438.369719 = -1159652.982255
  nChanged 17
		SP:Iteration 37Q (50685.210000 sec): 3 clusters
  Score: Raw -1164098.837563 + Penalty 4438.369719 = -1159660.467844
  nChanged 16
		SP:Iteration 38Q (50685.470000 sec): 3 clusters
  Score: Raw -1164104.585993 + Penalty 4438.369719 = -1159666.216274
  nChanged 16
		SP:Iteration 39Q (50685.660000 sec): 3 clusters
  Score: Raw -1164109.577727 + Penalty 4438.369719 = -1159671.208008
  nChanged 14
		SP:Iteration 40F (50685.920000 sec): 3 clusters
  Score: Raw -1164113.564001 + Penalty 4438.369719 = -1159675.194282
  nChanged 13
		SP:Iteration 41Q (50686.110000 sec): 3 clusters
  Score: Raw -1164116.224878 + Penalty 4438.369719 = -1159677.855159
  nChanged 7
		SP:Iteration 42Q (50686.330000 sec): 3 clusters
  Score: Raw -1164117.610023 + Penalty 4438.369719 = -1159679.240304
  nChanged 6
		SP:Iteration 43Q (50686.560000 sec): 3 clusters
  Score: Raw -1164119.577823 + Penalty 4438.369719 = -1159681.208105
  nChanged 8
		SP:Iteration 44Q (50686.790000 sec): 3 clusters
  Score: Raw -1164122.645934 + Penalty 4438.369719 = -1159684.276215
  nChanged 9
		SP:Iteration 45Q (50687.010000 sec): 3 clusters
  Score: Raw -1164126.563171 + Penalty 4438.369719 = -1159688.193452
  nChanged 12
		SP:Iteration 46Q (50687.240000 sec): 3 clusters
  Score: Raw -1164131.146194 + Penalty 4438.369719 = -1159692.776475
  nChanged 12
		SP:Iteration 47Q (50687.460000 sec): 3 clusters
  Score: Raw -1164134.045697 + Penalty 4438.369719 = -1159695.675978
  nChanged 7
		SP:Iteration 48Q (50687.690000 sec): 3 clusters
  Score: Raw -1164136.303105 + Penalty 4438.369719 = -1159697.933386
  nChanged 5
		SP:Iteration 49Q (50687.910000 sec): 3 clusters
  Score: Raw -1164137.383880 + Penalty 4438.369719 = -1159699.014161
  nChanged 7
		SP:Iteration 50Q (50688.140000 sec): 3 clusters
  Score: Raw -1164139.567326 + Penalty 4438.369719 = -1159701.197607
  nChanged 9
		SP:Iteration 51Q (50688.370000 sec): 3 clusters
  Score: Raw -1164142.200962 + Penalty 4438.369719 = -1159703.831243
  nChanged 14
		SP:Iteration 52Q (50688.590000 sec): 3 clusters
  Score: Raw -1164147.555491 + Penalty 4438.369719 = -1159709.185772
  nChanged 19
		SP:Iteration 53Q (50688.810000 sec): 3 clusters
  Score: Raw -1164154.481681 + Penalty 4438.369719 = -1159716.111962
  nChanged 20
		SP:Iteration 54Q (50689.040000 sec): 3 clusters
  Score: Raw -1164159.476368 + Penalty 4438.369719 = -1159721.106649
  nChanged 13
		SP:Iteration 55Q (50689.270000 sec): 3 clusters
  Score: Raw -1164163.742791 + Penalty 4438.369719 = -1159725.373072
  nChanged 11
		SP:Iteration 56Q (50689.490000 sec): 3 clusters
  Score: Raw -1164167.511639 + Penalty 4438.369719 = -1159729.141920
  nChanged 11
		SP:Iteration 57Q (50689.720000 sec): 3 clusters
  Score: Raw -1164170.478029 + Penalty 4438.369719 = -1159732.108310
  nChanged 5
		SP:Iteration 58Q (50689.950000 sec): 3 clusters
  Score: Raw -1164171.276106 + Penalty 4438.369719 = -1159732.906387
  nChanged 5
		SP:Iteration 59Q (50690.170000 sec): 3 clusters
  Score: Raw -1164172.333274 + Penalty 4438.369719 = -1159733.963555
  nChanged 7
		SP:Iteration 60F (50690.400000 sec): 3 clusters
  Score: Raw -1164175.487637 + Penalty 4438.369719 = -1159737.117918
  nChanged 12
		SP:Iteration 61Q (50690.620000 sec): 3 clusters
  Score: Raw -1164179.172839 + Penalty 4438.369719 = -1159740.803120
  nChanged 11
		SP:Iteration 62Q (50690.840000 sec): 3 clusters
  Score: Raw -1164184.284753 + Penalty 4438.369719 = -1159745.915034
  nChanged 19
		SP:Iteration 63Q (50691.070000 sec): 3 clusters
  Score: Raw -1164190.767966 + Penalty 4438.369719 = -1159752.398247
  nChanged 18
		SP:Iteration 64Q (50691.290000 sec): 3 clusters
  Score: Raw -1164195.698194 + Penalty 4438.369719 = -1159757.328475
  nChanged 11
		SP:Iteration 65Q (50691.470000 sec): 3 clusters
  Score: Raw -1164198.546596 + Penalty 4438.369719 = -1159760.176877
  nChanged 10
		SP:Iteration 66Q (50691.690000 sec): 3 clusters
  Score: Raw -1164202.352368 + Penalty 4438.369719 = -1159763.982649
  nChanged 15
		SP:Iteration 67Q (50691.910000 sec): 3 clusters
  Score: Raw -1164207.543088 + Penalty 4438.369719 = -1159769.173369
  nChanged 14
		SP:Iteration 68Q (50692.130000 sec): 3 clusters
  Score: Raw -1164212.573372 + Penalty 4438.369719 = -1159774.203653
  nChanged 13
		SP:Iteration 69Q (50692.350000 sec): 3 clusters
  Score: Raw -1164220.045573 + Penalty 4438.369719 = -1159781.675854
  nChanged 14
		SP:Iteration 70Q (50692.570000 sec): 3 clusters
  Score: Raw -1164224.439291 + Penalty 4438.369719 = -1159786.069572
  nChanged 9
		SP:Iteration 71Q (50692.790000 sec): 3 clusters
  Score: Raw -1164226.763589 + Penalty 4438.369719 = -1159788.393870
  nChanged 7
		SP:Iteration 72Q (50693.020000 sec): 3 clusters
  Score: Raw -1164229.034160 + Penalty 4438.369719 = -1159790.664441
  nChanged 5
		SP:Iteration 73Q (50693.240000 sec): 3 clusters
  Score: Raw -1164229.847077 + Penalty 4438.369719 = -1159791.477358
  nChanged 6
		SP:Iteration 74Q (50693.460000 sec): 3 clusters
  Score: Raw -1164232.145490 + Penalty 4438.369719 = -1159793.775771
  nChanged 6
		SP:Iteration 75Q (50693.680000 sec): 3 clusters
  Score: Raw -1164233.997481 + Penalty 4438.369719 = -1159795.627762
  nChanged 8
		SP:Iteration 76Q (50693.930000 sec): 3 clusters
  Score: Raw -1164236.462058 + Penalty 4438.369719 = -1159798.092339
  nChanged 7
		SP:Iteration 77Q (50694.110000 sec): 3 clusters
  Score: Raw -1164237.964616 + Penalty 4438.369719 = -1159799.594897
  nChanged 6
		SP:Iteration 78Q (50694.310000 sec): 3 clusters
  Score: Raw -1164239.339924 + Penalty 4438.369719 = -1159800.970205
  nChanged 6
		SP:Iteration 79Q (50694.510000 sec): 3 clusters
  Score: Raw -1164241.120558 + Penalty 4438.369719 = -1159802.750839
  nChanged 6
		SP:Iteration 80F (50694.780000 sec): 3 clusters
  Score: Raw -1164243.207684 + Penalty 4438.369719 = -1159804.837965
  nChanged 6
		SP:Iteration 81Q (50695.040000 sec): 3 clusters
  Score: Raw -1164245.621372 + Penalty 4438.369719 = -1159807.251653
  nChanged 7
		SP:Iteration 82Q (50695.240000 sec): 3 clusters
  Score: Raw -1164248.572438 + Penalty 4438.369719 = -1159810.202719
  nChanged 8
		SP:Iteration 83Q (50695.460000 sec): 3 clusters
  Score: Raw -1164251.668500 + Penalty 4438.369719 = -1159813.298782
  nChanged 9
		SP:Iteration 84Q (50695.750000 sec): 3 clusters
  Score: Raw -1164256.188861 + Penalty 4438.369719 = -1159817.819142
  nChanged 11
		SP:Iteration 85Q (50695.990000 sec): 3 clusters
  Score: Raw -1164260.757988 + Penalty 4438.369719 = -1159822.388269
  nChanged 9
		SP:Iteration 86Q (50696.210000 sec): 3 clusters
  Score: Raw -1164265.082274 + Penalty 4438.369719 = -1159826.712555
  nChanged 15
		SP:Iteration 87Q (50696.440000 sec): 3 clusters
  Score: Raw -1164272.241743 + Penalty 4438.369719 = -1159833.872024
  nChanged 11
		SP:Iteration 88Q (50696.630000 sec): 3 clusters
  Score: Raw -1164278.699950 + Penalty 4438.369719 = -1159840.330231
  nChanged 17
		SP:Iteration 89Q (50696.840000 sec): 3 clusters
  Score: Raw -1164284.995202 + Penalty 4438.369719 = -1159846.625483
  nChanged 18
		SP:Iteration 90Q (50697.060000 sec): 3 clusters
  Score: Raw -1164291.250259 + Penalty 4438.369719 = -1159852.880540
  nChanged 12
		SP:Iteration 91Q (50697.240000 sec): 3 clusters
  Score: Raw -1164295.914623 + Penalty 4438.369719 = -1159857.544904
  nChanged 14
		SP:Iteration 92Q (50697.410000 sec): 3 clusters
  Score: Raw -1164303.030983 + Penalty 4438.369719 = -1159864.661264
  nChanged 13
		SP:Iteration 93Q (50697.630000 sec): 3 clusters
  Score: Raw -1164307.838311 + Penalty 4438.369719 = -1159869.468592
  nChanged 11
		SP:Iteration 94Q (50697.830000 sec): 3 clusters
  Score: Raw -1164311.982608 + Penalty 4438.369719 = -1159873.612889
  nChanged 5
		SP:Iteration 95Q (50698.020000 sec): 3 clusters
  Score: Raw -1164312.820462 + Penalty 4438.369719 = -1159874.450743
  nChanged 1
		SP:Iteration 96Q (50698.230000 sec): 3 clusters
  Score: Raw -1164312.955191 + Penalty 4438.369719 = -1159874.585472
  nChanged 1
		SP:Iteration 97Q (50698.410000 sec): 3 clusters
  Score: Raw -1164313.028295 + Penalty 4438.369719 = -1159874.658576
  nChanged 1
		SP:Iteration 98Q (50698.630000 sec): 3 clusters
  Score: Raw -1164313.299091 + Penalty 4438.369719 = -1159874.929372
  nChanged 1
		SP:Iteration 99Q (50698.790000 sec): 3 clusters
  Score: Raw -1164313.527825 + Penalty 4438.369719 = -1159875.158106
  nChanged 2
		SP:Iteration 100F (50699.000000 sec): 3 clusters
  Score: Raw -1164314.691617 + Penalty 4438.369719 = -1159876.321898
  nChanged 3
		SP:Iteration 101Q (50699.190000 sec): 3 clusters
  Score: Raw -1164315.215896 + Penalty 4438.369719 = -1159876.846177
  nChanged 3
		SP:Iteration 102Q (50699.370000 sec): 3 clusters
  Score: Raw -1164315.785561 + Penalty 4438.369719 = -1159877.415842
  nChanged 2
		SP:Iteration 103Q (50699.580000 sec): 3 clusters
  Score: Raw -1164316.454355 + Penalty 4438.369719 = -1159878.084636
  nChanged 2
		SP:Iteration 104Q (50699.810000 sec): 3 clusters
  Score: Raw -1164317.608515 + Penalty 4438.369719 = -1159879.238796
  nChanged 1
		SP:Iteration 105Q (50700.060000 sec): 3 clusters
  Score: Raw -1164317.868747 + Penalty 4438.369719 = -1159879.499028
  nChanged 1
		SP:Iteration 106Q (50700.290000 sec): 3 clusters
  Score: Raw -1164318.063243 + Penalty 4438.369719 = -1159879.693524
  nChanged 1
		SP:Iteration 107Q (50700.550000 sec): 3 clusters
  Score: Raw -1164318.244510 + Penalty 4438.369719 = -1159879.874791
  nChanged 2
		SP:Iteration 108Q (50700.770000 sec): 3 clusters
  Score: Raw -1164318.692856 + Penalty 4438.369719 = -1159880.323137
  nChanged 0
		SP:Iteration 109F (50701.020000 sec): 3 clusters
  Score: Raw -1164318.692856 + Penalty 4438.369719 = -1159880.323137
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (18973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50701.250000 sec): 2 clusters
  Score: Raw -3121692.560216 + Penalty 2442.991504 = -3119249.568712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50701.580000 sec): 3 clusters
  Score: Raw -3110697.191523 + Penalty 4885.983009 = -3105811.208514
  nChanged 8303
		SP:Iteration 1F (50701.890000 sec): 3 clusters
  Score: Raw -3115052.495528 + Penalty 4885.983009 = -3110166.512520
  nChanged 1011
		SP:Iteration 2F (50702.160000 sec): 3 clusters
  Score: Raw -3115402.408533 + Penalty 4885.983009 = -3110516.425524
  nChanged 846
		SP:Iteration 3Q (50702.500000 sec): 3 clusters
  Score: Raw -3115686.222814 + Penalty 4885.983009 = -3110800.239805
  nChanged 721
		SP:Iteration 4Q (50702.790000 sec): 3 clusters
  Score: Raw -3115906.348434 + Penalty 4885.983009 = -3111020.365425
  nChanged 643
		SP:Iteration 5Q (50703.130000 sec): 3 clusters
  Score: Raw -3116089.655297 + Penalty 4885.983009 = -3111203.672288
  nChanged 564
		SP:Iteration 6Q (50703.470000 sec): 3 clusters
  Score: Raw -3116255.736994 + Penalty 4885.983009 = -3111369.753986
  nChanged 512
		SP:Iteration 7Q (50703.710000 sec): 3 clusters
  Score: Raw -3116431.571582 + Penalty 4885.983009 = -3111545.588574
  nChanged 531
		SP:Iteration 8Q (50704.040000 sec): 3 clusters
  Score: Raw -3116611.554209 + Penalty 4885.983009 = -3111725.571200
  nChanged 551
		SP:Iteration 9Q (50704.360000 sec): 3 clusters
  Score: Raw -3116823.402219 + Penalty 4885.983009 = -3111937.419211
  nChanged 636
		SP:Iteration 10Q (50704.700000 sec): 3 clusters
  Score: Raw -3117109.065156 + Penalty 4885.983009 = -3112223.082148
  nChanged 757
		SP:Iteration 11Q (50704.990000 sec): 3 clusters
  Score: Raw -3117505.833119 + Penalty 4885.983009 = -3112619.850110
  nChanged 883
		SP:Iteration 12Q (50705.290000 sec): 3 clusters
  Score: Raw -3118040.063646 + Penalty 4885.983009 = -3113154.080637
  nChanged 1005
		SP:Iteration 13F (50705.650000 sec): 3 clusters
  Score: Raw -3118755.437883 + Penalty 4885.983009 = -3113869.454875
  nChanged 1032
		SP:Iteration 14F (50706.000000 sec): 3 clusters
  Score: Raw -3119562.664836 + Penalty 4885.983009 = -3114676.681827
  nChanged 928
		SP:Iteration 15Q (50706.390000 sec): 3 clusters
  Score: Raw -3120303.245081 + Penalty 4885.983009 = -3115417.262072
  nChanged 716
		SP:Iteration 16Q (50706.700000 sec): 3 clusters
  Score: Raw -3120912.102684 + Penalty 4885.983009 = -3116026.119676
  nChanged 483
		SP:Iteration 17Q (50707.000000 sec): 3 clusters
  Score: Raw -3121350.413299 + Penalty 4885.983009 = -3116464.430290
  nChanged 291
		SP:Iteration 18Q (50707.330000 sec): 3 clusters
  Score: Raw -3121623.892109 + Penalty 4885.983009 = -3116737.909100
  nChanged 152
		SP:Iteration 19Q (50707.580000 sec): 3 clusters
  Score: Raw -3121764.963154 + Penalty 4885.983009 = -3116878.980145
  nChanged 80
		SP:Iteration 20F (50707.880000 sec): 3 clusters
  Score: Raw -3121838.302538 + Penalty 4885.983009 = -3116952.319529
  nChanged 46
		SP:Iteration 21Q (50708.180000 sec): 3 clusters
  Score: Raw -3121888.554701 + Penalty 4885.983009 = -3117002.571693
  nChanged 32
		SP:Iteration 22Q (50708.540000 sec): 3 clusters
  Score: Raw -3121924.664262 + Penalty 4885.983009 = -3117038.681254
  nChanged 27
		SP:Iteration 23Q (50708.910000 sec): 3 clusters
  Score: Raw -3121954.564848 + Penalty 4885.983009 = -3117068.581839
  nChanged 21
		SP:Iteration 24Q (50709.280000 sec): 3 clusters
  Score: Raw -3121981.866785 + Penalty 4885.983009 = -3117095.883777
  nChanged 18
		SP:Iteration 25Q (50709.550000 sec): 3 clusters
  Score: Raw -3122003.016795 + Penalty 4885.983009 = -3117117.033786
  nChanged 10
		SP:Iteration 26Q (50709.870000 sec): 3 clusters
  Score: Raw -3122011.182174 + Penalty 4885.983009 = -3117125.199166
  nChanged 6
		SP:Iteration 27Q (50710.120000 sec): 3 clusters
  Score: Raw -3122016.657183 + Penalty 4885.983009 = -3117130.674175
  nChanged 1
		SP:Iteration 28Q (50710.420000 sec): 3 clusters
  Score: Raw -3122017.413798 + Penalty 4885.983009 = -3117131.430789
  nChanged 0
		SP:Iteration 29F (50710.680000 sec): 3 clusters
  Score: Raw -3122017.413798 + Penalty 4885.983009 = -3117131.430789
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (3372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50710.840000 sec): 2 clusters
  Score: Raw -536737.043863 + Penalty 2014.568807 = -534722.475056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50711.100000 sec): 3 clusters
  Score: Raw -535259.374916 + Penalty 4029.137614 = -531230.237302
  nChanged 1208
		SP:Iteration 1F (50711.330000 sec): 3 clusters
  Score: Raw -535962.962621 + Penalty 4029.137614 = -531933.825007
  nChanged 230
		SP:Iteration 2F (50711.510000 sec): 3 clusters
  Score: Raw -536093.503752 + Penalty 4029.137614 = -532064.366138
  nChanged 136
		SP:Iteration 3Q (50711.710000 sec): 3 clusters
  Score: Raw -536174.756181 + Penalty 4029.137614 = -532145.618567
  nChanged 110
		SP:Iteration 4Q (50711.880000 sec): 3 clusters
  Score: Raw -536240.823772 + Penalty 4029.137614 = -532211.686158
  nChanged 88
		SP:Iteration 5Q (50712.040000 sec): 3 clusters
  Score: Raw -536289.048512 + Penalty 4029.137614 = -532259.910898
  nChanged 69
		SP:Iteration 6Q (50712.210000 sec): 3 clusters
  Score: Raw -536326.902339 + Penalty 4029.137614 = -532297.764724
  nChanged 48
		SP:Iteration 7Q (50712.370000 sec): 3 clusters
  Score: Raw -536352.732744 + Penalty 4029.137614 = -532323.595130
  nChanged 51
		SP:Iteration 8Q (50712.520000 sec): 3 clusters
  Score: Raw -536382.749443 + Penalty 4029.137614 = -532353.611829
  nChanged 53
		SP:Iteration 9Q (50712.710000 sec): 3 clusters
  Score: Raw -536413.422054 + Penalty 4029.137614 = -532384.284440
  nChanged 58
		SP:Iteration 10Q (50712.850000 sec): 3 clusters
  Score: Raw -536443.353704 + Penalty 4029.137614 = -532414.216090
  nChanged 57
		SP:Iteration 11Q (50713.040000 sec): 3 clusters
  Score: Raw -536474.840956 + Penalty 4029.137614 = -532445.703342
  nChanged 60
		SP:Iteration 12Q (50713.180000 sec): 3 clusters
  Score: Raw -536506.451087 + Penalty 4029.137614 = -532477.313473
  nChanged 54
		SP:Iteration 13Q (50713.330000 sec): 3 clusters
  Score: Raw -536538.580878 + Penalty 4029.137614 = -532509.443264
  nChanged 66
		SP:Iteration 14Q (50713.530000 sec): 3 clusters
  Score: Raw -536577.527651 + Penalty 4029.137614 = -532548.390037
  nChanged 74
		SP:Iteration 15Q (50713.720000 sec): 3 clusters
  Score: Raw -536624.190691 + Penalty 4029.137614 = -532595.053077
  nChanged 84
		SP:Iteration 16Q (50713.900000 sec): 3 clusters
  Score: Raw -536684.027019 + Penalty 4029.137614 = -532654.889405
  nChanged 88
		SP:Iteration 17Q (50714.080000 sec): 3 clusters
  Score: Raw -536754.225099 + Penalty 4029.137614 = -532725.087485
  nChanged 114
		SP:Iteration 18Q (50714.270000 sec): 3 clusters
  Score: Raw -536854.283315 + Penalty 4029.137614 = -532825.145700
  nChanged 114
		SP:Iteration 19Q (50714.470000 sec): 3 clusters
  Score: Raw -536954.780364 + Penalty 4029.137614 = -532925.642750
  nChanged 92
		SP:Iteration 20F (50714.670000 sec): 3 clusters
  Score: Raw -537046.223892 + Penalty 4029.137614 = -533017.086277
  nChanged 90
		SP:Iteration 21Q (50714.870000 sec): 3 clusters
  Score: Raw -537124.101228 + Penalty 4029.137614 = -533094.963614
  nChanged 93
		SP:Iteration 22Q (50715.060000 sec): 3 clusters
  Score: Raw -537197.892395 + Penalty 4029.137614 = -533168.754781
  nChanged 70
		SP:Iteration 23Q (50715.220000 sec): 3 clusters
  Score: Raw -537256.973377 + Penalty 4029.137614 = -533227.835762
  nChanged 63
		SP:Iteration 24Q (50715.380000 sec): 3 clusters
  Score: Raw -537307.095342 + Penalty 4029.137614 = -533277.957728
  nChanged 45
		SP:Iteration 25Q (50715.590000 sec): 3 clusters
  Score: Raw -537334.494802 + Penalty 4029.137614 = -533305.357188
  nChanged 31
		SP:Iteration 26Q (50715.790000 sec): 3 clusters
  Score: Raw -537354.922132 + Penalty 4029.137614 = -533325.784518
  nChanged 25
		SP:Iteration 27Q (50716.000000 sec): 3 clusters
  Score: Raw -537370.496664 + Penalty 4029.137614 = -533341.359050
  nChanged 21
		SP:Iteration 28Q (50716.190000 sec): 3 clusters
  Score: Raw -537386.519281 + Penalty 4029.137614 = -533357.381667
  nChanged 18
		SP:Iteration 29Q (50716.410000 sec): 3 clusters
  Score: Raw -537394.855407 + Penalty 4029.137614 = -533365.717793
  nChanged 10
		SP:Iteration 30Q (50716.590000 sec): 3 clusters
  Score: Raw -537398.678603 + Penalty 4029.137614 = -533369.540988
  nChanged 3
		SP:Iteration 31Q (50716.770000 sec): 3 clusters
  Score: Raw -537399.868061 + Penalty 4029.137614 = -533370.730446
  nChanged 1
		SP:Iteration 32Q (50716.940000 sec): 3 clusters
  Score: Raw -537400.330757 + Penalty 4029.137614 = -533371.193142
  nChanged 1
		SP:Iteration 33Q (50717.080000 sec): 3 clusters
  Score: Raw -537401.069933 + Penalty 4029.137614 = -533371.932319
  nChanged 1
		SP:Iteration 34Q (50717.230000 sec): 3 clusters
  Score: Raw -537401.651540 + Penalty 4029.137614 = -533372.513926
  nChanged 2
		SP:Iteration 35Q (50717.370000 sec): 3 clusters
  Score: Raw -537402.680104 + Penalty 4029.137614 = -533373.542490
  nChanged 3
		SP:Iteration 36Q (50717.570000 sec): 3 clusters
  Score: Raw -537404.040211 + Penalty 4029.137614 = -533374.902597
  nChanged 1
		SP:Iteration 37Q (50717.690000 sec): 3 clusters
  Score: Raw -537404.416599 + Penalty 4029.137614 = -533375.278985
  nChanged 0
		SP:Iteration 38F (50717.820000 sec): 3 clusters
  Score: Raw -537404.416599 + Penalty 4029.137614 = -533375.278985
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (7345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50717.960000 sec): 2 clusters
  Score: Raw -1039872.985573 + Penalty 2207.640222 = -1037665.345351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50718.190000 sec): 3 clusters
  Score: Raw -1036151.066709 + Penalty 4415.280444 = -1031735.786265
  nChanged 2971
		SP:Iteration 1F (50718.420000 sec): 3 clusters
  Score: Raw -1038172.200240 + Penalty 4415.280444 = -1033756.919796
  nChanged 696
		SP:Iteration 2F (50718.640000 sec): 3 clusters
  Score: Raw -1038880.398068 + Penalty 4415.280444 = -1034465.117624
  nChanged 611
		SP:Iteration 3F (50718.850000 sec): 3 clusters
  Score: Raw -1039510.235846 + Penalty 4415.280444 = -1035094.955402
  nChanged 513
		SP:Iteration 4F (50719.110000 sec): 3 clusters
  Score: Raw -1039960.569150 + Penalty 4415.280444 = -1035545.288706
  nChanged 388
		SP:Iteration 5F (50719.350000 sec): 3 clusters
  Score: Raw -1040254.923807 + Penalty 4415.280444 = -1035839.643363
  nChanged 301
		SP:Iteration 6Q (50719.590000 sec): 3 clusters
  Score: Raw -1040445.134941 + Penalty 4415.280444 = -1036029.854497
  nChanged 230
		SP:Iteration 7Q (50719.870000 sec): 3 clusters
  Score: Raw -1040583.643682 + Penalty 4415.280444 = -1036168.363238
  nChanged 178
		SP:Iteration 8Q (50720.100000 sec): 3 clusters
  Score: Raw -1040686.139822 + Penalty 4415.280444 = -1036270.859378
  nChanged 143
		SP:Iteration 9Q (50720.330000 sec): 3 clusters
  Score: Raw -1040755.411218 + Penalty 4415.280444 = -1036340.130774
  nChanged 123
		SP:Iteration 10Q (50720.540000 sec): 3 clusters
  Score: Raw -1040809.042341 + Penalty 4415.280444 = -1036393.761897
  nChanged 99
		SP:Iteration 11Q (50720.830000 sec): 3 clusters
  Score: Raw -1040866.098655 + Penalty 4415.280444 = -1036450.818211
  nChanged 88
		SP:Iteration 12Q (50721.090000 sec): 3 clusters
  Score: Raw -1040917.709884 + Penalty 4415.280444 = -1036502.429440
  nChanged 82
		SP:Iteration 13Q (50721.290000 sec): 3 clusters
  Score: Raw -1040963.921952 + Penalty 4415.280444 = -1036548.641508
  nChanged 70
		SP:Iteration 14Q (50721.460000 sec): 3 clusters
  Score: Raw -1040996.116169 + Penalty 4415.280444 = -1036580.835725
  nChanged 62
		SP:Iteration 15Q (50721.690000 sec): 3 clusters
  Score: Raw -1041025.765390 + Penalty 4415.280444 = -1036610.484946
  nChanged 62
		SP:Iteration 16Q (50721.940000 sec): 3 clusters
  Score: Raw -1041047.981942 + Penalty 4415.280444 = -1036632.701498
  nChanged 47
		SP:Iteration 17Q (50722.220000 sec): 3 clusters
  Score: Raw -1041064.061648 + Penalty 4415.280444 = -1036648.781204
  nChanged 42
		SP:Iteration 18Q (50722.420000 sec): 3 clusters
  Score: Raw -1041076.143537 + Penalty 4415.280444 = -1036660.863093
  nChanged 32
		SP:Iteration 19Q (50722.610000 sec): 3 clusters
  Score: Raw -1041086.796067 + Penalty 4415.280444 = -1036671.515623
  nChanged 31
		SP:Iteration 20F (50722.820000 sec): 3 clusters
  Score: Raw -1041096.077334 + Penalty 4415.280444 = -1036680.796890
  nChanged 29
		SP:Iteration 21Q (50723.020000 sec): 3 clusters
  Score: Raw -1041103.395227 + Penalty 4415.280444 = -1036688.114783
  nChanged 19
		SP:Iteration 22Q (50723.300000 sec): 3 clusters
  Score: Raw -1041107.939122 + Penalty 4415.280444 = -1036692.658678
  nChanged 22
		SP:Iteration 23Q (50723.570000 sec): 3 clusters
  Score: Raw -1041112.075823 + Penalty 4415.280444 = -1036696.795379
  nChanged 19
		SP:Iteration 24Q (50723.750000 sec): 3 clusters
  Score: Raw -1041116.963969 + Penalty 4415.280444 = -1036701.683525
  nChanged 16
		SP:Iteration 25Q (50723.920000 sec): 3 clusters
  Score: Raw -1041119.717607 + Penalty 4415.280444 = -1036704.437163
  nChanged 10
		SP:Iteration 26Q (50724.130000 sec): 3 clusters
  Score: Raw -1041123.021220 + Penalty 4415.280444 = -1036707.740776
  nChanged 11
		SP:Iteration 27Q (50724.370000 sec): 3 clusters
  Score: Raw -1041126.298786 + Penalty 4415.280444 = -1036711.018342
  nChanged 15
		SP:Iteration 28Q (50724.620000 sec): 3 clusters
  Score: Raw -1041129.351612 + Penalty 4415.280444 = -1036714.071168
  nChanged 9
		SP:Iteration 29Q (50724.860000 sec): 3 clusters
  Score: Raw -1041131.115860 + Penalty 4415.280444 = -1036715.835417
  nChanged 6
		SP:Iteration 30Q (50725.070000 sec): 3 clusters
  Score: Raw -1041131.959541 + Penalty 4415.280444 = -1036716.679097
  nChanged 5
		SP:Iteration 31Q (50725.340000 sec): 3 clusters
  Score: Raw -1041133.242906 + Penalty 4415.280444 = -1036717.962462
  nChanged 8
		SP:Iteration 32Q (50725.610000 sec): 3 clusters
  Score: Raw -1041135.149629 + Penalty 4415.280444 = -1036719.869186
  nChanged 8
		SP:Iteration 33Q (50725.830000 sec): 3 clusters
  Score: Raw -1041137.177011 + Penalty 4415.280444 = -1036721.896567
  nChanged 6
		SP:Iteration 34Q (50726.060000 sec): 3 clusters
  Score: Raw -1041138.244917 + Penalty 4415.280444 = -1036722.964473
  nChanged 6
		SP:Iteration 35Q (50726.300000 sec): 3 clusters
  Score: Raw -1041139.163727 + Penalty 4415.280444 = -1036723.883283
  nChanged 4
		SP:Iteration 36Q (50726.600000 sec): 3 clusters
  Score: Raw -1041139.941635 + Penalty 4415.280444 = -1036724.661191
  nChanged 2
		SP:Iteration 37Q (50726.810000 sec): 3 clusters
  Score: Raw -1041140.184000 + Penalty 4415.280444 = -1036724.903556
  nChanged 5
		SP:Iteration 38Q (50727.080000 sec): 3 clusters
  Score: Raw -1041140.819531 + Penalty 4415.280444 = -1036725.539087
  nChanged 2
		SP:Iteration 39Q (50727.270000 sec): 3 clusters
  Score: Raw -1041141.235468 + Penalty 4415.280444 = -1036725.955024
  nChanged 4
		SP:Iteration 40F (50727.460000 sec): 3 clusters
  Score: Raw -1041142.051364 + Penalty 4415.280444 = -1036726.770920
  nChanged 5
		SP:Iteration 41Q (50727.610000 sec): 3 clusters
  Score: Raw -1041142.977963 + Penalty 4415.280444 = -1036727.697519
  nChanged 3
		SP:Iteration 42Q (50727.810000 sec): 3 clusters
  Score: Raw -1041143.826930 + Penalty 4415.280444 = -1036728.546486
  nChanged 4
		SP:Iteration 43Q (50727.970000 sec): 3 clusters
  Score: Raw -1041145.851139 + Penalty 4415.280444 = -1036730.570695
  nChanged 5
		SP:Iteration 44Q (50728.190000 sec): 3 clusters
  Score: Raw -1041146.628618 + Penalty 4415.280444 = -1036731.348174
  nChanged 3
		SP:Iteration 45Q (50728.360000 sec): 3 clusters
  Score: Raw -1041147.078049 + Penalty 4415.280444 = -1036731.797605
  nChanged 2
		SP:Iteration 46Q (50728.550000 sec): 3 clusters
  Score: Raw -1041147.287423 + Penalty 4415.280444 = -1036732.006979
  nChanged 1
		SP:Iteration 47Q (50728.750000 sec): 3 clusters
  Score: Raw -1041147.354324 + Penalty 4415.280444 = -1036732.073880
  nChanged 1
		SP:Iteration 48Q (50728.950000 sec): 3 clusters
  Score: Raw -1041147.464397 + Penalty 4415.280444 = -1036732.183954
  nChanged 2
		SP:Iteration 49Q (50729.110000 sec): 3 clusters
  Score: Raw -1041147.719131 + Penalty 4415.280444 = -1036732.438687
  nChanged 2
		SP:Iteration 50Q (50729.350000 sec): 3 clusters
  Score: Raw -1041148.193940 + Penalty 4415.280444 = -1036732.913496
  nChanged 2
		SP:Iteration 51Q (50729.470000 sec): 3 clusters
  Score: Raw -1041148.689216 + Penalty 4415.280444 = -1036733.408772
  nChanged 2
		SP:Iteration 52Q (50729.700000 sec): 3 clusters
  Score: Raw -1041149.150750 + Penalty 4415.280444 = -1036733.870306
  nChanged 3
		SP:Iteration 53Q (50729.890000 sec): 3 clusters
  Score: Raw -1041149.882983 + Penalty 4415.280444 = -1036734.602539
  nChanged 5
		SP:Iteration 54Q (50730.090000 sec): 3 clusters
  Score: Raw -1041151.106799 + Penalty 4415.280444 = -1036735.826355
  nChanged 5
		SP:Iteration 55Q (50730.280000 sec): 3 clusters
  Score: Raw -1041153.366333 + Penalty 4415.280444 = -1036738.085889
  nChanged 6
		SP:Iteration 56Q (50730.460000 sec): 3 clusters
  Score: Raw -1041154.521537 + Penalty 4415.280444 = -1036739.241093
  nChanged 6
		SP:Iteration 57Q (50730.690000 sec): 3 clusters
  Score: Raw -1041156.067146 + Penalty 4415.280444 = -1036740.786702
  nChanged 5
		SP:Iteration 58Q (50730.930000 sec): 3 clusters
  Score: Raw -1041157.624138 + Penalty 4415.280444 = -1036742.343694
  nChanged 8
		SP:Iteration 59Q (50731.150000 sec): 3 clusters
  Score: Raw -1041159.876221 + Penalty 4415.280444 = -1036744.595777
  nChanged 6
		SP:Iteration 60F (50731.410000 sec): 3 clusters
  Score: Raw -1041161.137676 + Penalty 4415.280444 = -1036745.857232
  nChanged 4
		SP:Iteration 61Q (50731.690000 sec): 3 clusters
  Score: Raw -1041162.057722 + Penalty 4415.280444 = -1036746.777278
  nChanged 4
		SP:Iteration 62Q (50731.940000 sec): 3 clusters
  Score: Raw -1041162.467708 + Penalty 4415.280444 = -1036747.187264
  nChanged 4
		SP:Iteration 63Q (50732.060000 sec): 3 clusters
  Score: Raw -1041163.235126 + Penalty 4415.280444 = -1036747.954682
  nChanged 3
		SP:Iteration 64Q (50732.250000 sec): 3 clusters
  Score: Raw -1041163.927018 + Penalty 4415.280444 = -1036748.646574
  nChanged 4
		SP:Iteration 65Q (50732.510000 sec): 3 clusters
  Score: Raw -1041164.682289 + Penalty 4415.280444 = -1036749.401845
  nChanged 6
		SP:Iteration 66Q (50732.710000 sec): 3 clusters
  Score: Raw -1041166.368557 + Penalty 4415.280444 = -1036751.088113
  nChanged 6
		SP:Iteration 67Q (50732.970000 sec): 3 clusters
  Score: Raw -1041167.892193 + Penalty 4415.280444 = -1036752.611749
  nChanged 4
		SP:Iteration 68Q (50733.250000 sec): 3 clusters
  Score: Raw -1041168.895021 + Penalty 4415.280444 = -1036753.614577
  nChanged 6
		SP:Iteration 69Q (50733.470000 sec): 3 clusters
  Score: Raw -1041170.445150 + Penalty 4415.280444 = -1036755.164706
  nChanged 8
		SP:Iteration 70Q (50733.750000 sec): 3 clusters
  Score: Raw -1041171.529484 + Penalty 4415.280444 = -1036756.249040
  nChanged 3
		SP:Iteration 71Q (50733.920000 sec): 3 clusters
  Score: Raw -1041171.851725 + Penalty 4415.280444 = -1036756.571281
  nChanged 4
		SP:Iteration 72Q (50734.070000 sec): 3 clusters
  Score: Raw -1041172.884795 + Penalty 4415.280444 = -1036757.604351
  nChanged 6
		SP:Iteration 73Q (50734.310000 sec): 3 clusters
  Score: Raw -1041173.770932 + Penalty 4415.280444 = -1036758.490488
  nChanged 3
		SP:Iteration 74Q (50734.500000 sec): 3 clusters
  Score: Raw -1041174.204932 + Penalty 4415.280444 = -1036758.924488
  nChanged 2
		SP:Iteration 75Q (50734.700000 sec): 3 clusters
  Score: Raw -1041174.737361 + Penalty 4415.280444 = -1036759.456917
  nChanged 3
		SP:Iteration 76Q (50734.890000 sec): 3 clusters
  Score: Raw -1041175.164058 + Penalty 4415.280444 = -1036759.883614
  nChanged 3
		SP:Iteration 77Q (50735.090000 sec): 3 clusters
  Score: Raw -1041175.487546 + Penalty 4415.280444 = -1036760.207102
  nChanged 3
		SP:Iteration 78Q (50735.270000 sec): 3 clusters
  Score: Raw -1041175.835174 + Penalty 4415.280444 = -1036760.554730
  nChanged 2
		SP:Iteration 79Q (50735.470000 sec): 3 clusters
  Score: Raw -1041176.296225 + Penalty 4415.280444 = -1036761.015781
  nChanged 6
		SP:Iteration 80F (50735.730000 sec): 3 clusters
  Score: Raw -1041177.531715 + Penalty 4415.280444 = -1036762.251271
  nChanged 2
		SP:Iteration 81Q (50735.920000 sec): 3 clusters
  Score: Raw -1041178.056093 + Penalty 4415.280444 = -1036762.775649
  nChanged 2
		SP:Iteration 82Q (50736.130000 sec): 3 clusters
  Score: Raw -1041178.523811 + Penalty 4415.280444 = -1036763.243367
  nChanged 5
		SP:Iteration 83Q (50736.350000 sec): 3 clusters
  Score: Raw -1041179.576949 + Penalty 4415.280444 = -1036764.296505
  nChanged 7
		SP:Iteration 84Q (50736.590000 sec): 3 clusters
  Score: Raw -1041181.149568 + Penalty 4415.280444 = -1036765.869124
  nChanged 7
		SP:Iteration 85Q (50736.830000 sec): 3 clusters
  Score: Raw -1041182.923096 + Penalty 4415.280444 = -1036767.642652
  nChanged 7
		SP:Iteration 86Q (50737.060000 sec): 3 clusters
  Score: Raw -1041185.688833 + Penalty 4415.280444 = -1036770.408389
  nChanged 9
		SP:Iteration 87Q (50737.290000 sec): 3 clusters
  Score: Raw -1041187.410441 + Penalty 4415.280444 = -1036772.129997
  nChanged 4
		SP:Iteration 88Q (50737.540000 sec): 3 clusters
  Score: Raw -1041188.493907 + Penalty 4415.280444 = -1036773.213463
  nChanged 1
		SP:Iteration 89Q (50737.800000 sec): 3 clusters
  Score: Raw -1041188.727890 + Penalty 4415.280444 = -1036773.447446
  nChanged 0
		SP:Iteration 90F (50738.010000 sec): 3 clusters
  Score: Raw -1041188.727890 + Penalty 4415.280444 = -1036773.447446
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (6175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50738.160000 sec): 2 clusters
  Score: Raw -993677.903037 + Penalty 2164.609512 = -991513.293525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50738.400000 sec): 3 clusters
  Score: Raw -990549.511798 + Penalty 4329.219024 = -986220.292774
  nChanged 2447
		SP:Iteration 1F (50738.710000 sec): 3 clusters
  Score: Raw -991877.231859 + Penalty 4329.219024 = -987548.012835
  nChanged 482
		SP:Iteration 2F (50738.920000 sec): 3 clusters
  Score: Raw -992181.465021 + Penalty 4329.219024 = -987852.245996
  nChanged 357
		SP:Iteration 3F (50739.150000 sec): 3 clusters
  Score: Raw -992394.654664 + Penalty 4329.219024 = -988065.435640
  nChanged 284
		SP:Iteration 4Q (50739.340000 sec): 3 clusters
  Score: Raw -992572.205501 + Penalty 4329.219024 = -988242.986477
  nChanged 270
		SP:Iteration 5Q (50739.540000 sec): 3 clusters
  Score: Raw -992768.301223 + Penalty 4329.219024 = -988439.082199
  nChanged 266
		SP:Iteration 6Q (50739.770000 sec): 3 clusters
  Score: Raw -992983.235280 + Penalty 4329.219024 = -988654.016256
  nChanged 282
		SP:Iteration 7Q (50739.900000 sec): 3 clusters
  Score: Raw -993309.196074 + Penalty 4329.219024 = -988979.977049
  nChanged 281
		SP:Iteration 8Q (50740.110000 sec): 3 clusters
  Score: Raw -993701.160457 + Penalty 4329.219024 = -989371.941433
  nChanged 287
		SP:Iteration 9Q (50740.340000 sec): 3 clusters
  Score: Raw -994012.676695 + Penalty 4329.219024 = -989683.457671
  nChanged 222
		SP:Iteration 10Q (50740.550000 sec): 3 clusters
  Score: Raw -994161.973905 + Penalty 4329.219024 = -989832.754881
  nChanged 175
		SP:Iteration 11Q (50740.720000 sec): 3 clusters
  Score: Raw -994260.088219 + Penalty 4329.219024 = -989930.869194
  nChanged 138
		SP:Iteration 12Q (50740.920000 sec): 3 clusters
  Score: Raw -994339.247618 + Penalty 4329.219024 = -990010.028594
  nChanged 103
		SP:Iteration 13Q (50741.120000 sec): 3 clusters
  Score: Raw -994392.031640 + Penalty 4329.219024 = -990062.812616
  nChanged 90
		SP:Iteration 14Q (50741.380000 sec): 3 clusters
  Score: Raw -994434.048602 + Penalty 4329.219024 = -990104.829578
  nChanged 70
		SP:Iteration 15Q (50741.550000 sec): 3 clusters
  Score: Raw -994465.819116 + Penalty 4329.219024 = -990136.600092
  nChanged 65
		SP:Iteration 16Q (50741.800000 sec): 3 clusters
  Score: Raw -994495.051464 + Penalty 4329.219024 = -990165.832440
  nChanged 62
		SP:Iteration 17Q (50742.050000 sec): 3 clusters
  Score: Raw -994524.502739 + Penalty 4329.219024 = -990195.283715
  nChanged 56
		SP:Iteration 18Q (50742.310000 sec): 3 clusters
  Score: Raw -994551.737286 + Penalty 4329.219024 = -990222.518262
  nChanged 49
		SP:Iteration 19Q (50742.540000 sec): 3 clusters
  Score: Raw -994577.705404 + Penalty 4329.219024 = -990248.486380
  nChanged 48
		SP:Iteration 20F (50742.770000 sec): 3 clusters
  Score: Raw -994602.509799 + Penalty 4329.219024 = -990273.290775
  nChanged 63
		SP:Iteration 21Q (50743.020000 sec): 3 clusters
  Score: Raw -994636.692162 + Penalty 4329.219024 = -990307.473138
  nChanged 58
		SP:Iteration 22Q (50743.300000 sec): 3 clusters
  Score: Raw -994668.040671 + Penalty 4329.219024 = -990338.821647
  nChanged 62
		SP:Iteration 23Q (50743.520000 sec): 3 clusters
  Score: Raw -994694.999732 + Penalty 4329.219024 = -990365.780708
  nChanged 50
		SP:Iteration 24Q (50743.730000 sec): 3 clusters
  Score: Raw -994718.340543 + Penalty 4329.219024 = -990389.121519
  nChanged 58
		SP:Iteration 25Q (50743.940000 sec): 3 clusters
  Score: Raw -994743.678241 + Penalty 4329.219024 = -990414.459217
  nChanged 41
		SP:Iteration 26Q (50744.190000 sec): 3 clusters
  Score: Raw -994762.083982 + Penalty 4329.219024 = -990432.864958
  nChanged 40
		SP:Iteration 27Q (50744.380000 sec): 3 clusters
  Score: Raw -994779.746576 + Penalty 4329.219024 = -990450.527551
  nChanged 49
		SP:Iteration 28Q (50744.580000 sec): 3 clusters
  Score: Raw -994797.648942 + Penalty 4329.219024 = -990468.429918
  nChanged 37
		SP:Iteration 29Q (50744.780000 sec): 3 clusters
  Score: Raw -994810.165559 + Penalty 4329.219024 = -990480.946535
  nChanged 34
		SP:Iteration 30Q (50744.980000 sec): 3 clusters
  Score: Raw -994824.596555 + Penalty 4329.219024 = -990495.377531
  nChanged 43
		SP:Iteration 31Q (50745.160000 sec): 3 clusters
  Score: Raw -994848.411708 + Penalty 4329.219024 = -990519.192684
  nChanged 55
		SP:Iteration 32Q (50745.290000 sec): 3 clusters
  Score: Raw -994885.364749 + Penalty 4329.219024 = -990556.145725
  nChanged 72
		SP:Iteration 33Q (50745.460000 sec): 3 clusters
  Score: Raw -994930.135650 + Penalty 4329.219024 = -990600.916626
  nChanged 72
		SP:Iteration 34Q (50745.650000 sec): 3 clusters
  Score: Raw -994985.503579 + Penalty 4329.219024 = -990656.284555
  nChanged 83
		SP:Iteration 35Q (50745.890000 sec): 3 clusters
  Score: Raw -995055.958110 + Penalty 4329.219024 = -990726.739086
  nChanged 78
		SP:Iteration 36Q (50746.060000 sec): 3 clusters
  Score: Raw -995121.632300 + Penalty 4329.219024 = -990792.413276
  nChanged 83
		SP:Iteration 37Q (50746.230000 sec): 3 clusters
  Score: Raw -995190.969187 + Penalty 4329.219024 = -990861.750163
  nChanged 77
		SP:Iteration 38Q (50746.510000 sec): 3 clusters
  Score: Raw -995251.756320 + Penalty 4329.219024 = -990922.537296
  nChanged 52
		SP:Iteration 39Q (50746.710000 sec): 3 clusters
  Score: Raw -995280.219422 + Penalty 4329.219024 = -990951.000398
  nChanged 35
		SP:Iteration 40F (50746.940000 sec): 3 clusters
  Score: Raw -995296.698640 + Penalty 4329.219024 = -990967.479616
  nChanged 35
		SP:Iteration 41Q (50747.090000 sec): 3 clusters
  Score: Raw -995314.463777 + Penalty 4329.219024 = -990985.244753
  nChanged 32
		SP:Iteration 42Q (50747.350000 sec): 3 clusters
  Score: Raw -995328.235650 + Penalty 4329.219024 = -990999.016626
  nChanged 19
		SP:Iteration 43Q (50747.550000 sec): 3 clusters
  Score: Raw -995336.496247 + Penalty 4329.219024 = -991007.277223
  nChanged 20
		SP:Iteration 44Q (50747.780000 sec): 3 clusters
  Score: Raw -995345.085032 + Penalty 4329.219024 = -991015.866008
  nChanged 19
		SP:Iteration 45Q (50747.990000 sec): 3 clusters
  Score: Raw -995353.789018 + Penalty 4329.219024 = -991024.569994
  nChanged 17
		SP:Iteration 46Q (50748.230000 sec): 3 clusters
  Score: Raw -995359.670777 + Penalty 4329.219024 = -991030.451753
  nChanged 11
		SP:Iteration 47Q (50748.450000 sec): 3 clusters
  Score: Raw -995362.884463 + Penalty 4329.219024 = -991033.665439
  nChanged 4
		SP:Iteration 48Q (50748.630000 sec): 3 clusters
  Score: Raw -995364.325013 + Penalty 4329.219024 = -991035.105989
  nChanged 4
		SP:Iteration 49Q (50748.830000 sec): 3 clusters
  Score: Raw -995365.629009 + Penalty 4329.219024 = -991036.409985
  nChanged 6
		SP:Iteration 50Q (50749.060000 sec): 3 clusters
  Score: Raw -995367.010687 + Penalty 4329.219024 = -991037.791663
  nChanged 2
		SP:Iteration 51Q (50749.330000 sec): 3 clusters
  Score: Raw -995367.414779 + Penalty 4329.219024 = -991038.195755
  nChanged 0
		SP:Iteration 52F (50749.530000 sec): 3 clusters
  Score: Raw -995367.414779 + Penalty 4329.219024 = -991038.195755
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (4114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50749.660000 sec): 2 clusters
  Score: Raw -620373.547606 + Penalty 2063.893465 = -618309.654140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50749.810000 sec): 3 clusters
  Score: Raw -618505.523230 + Penalty 4127.786931 = -614377.736300
  nChanged 1504
		SP:Iteration 1F (50750.020000 sec): 3 clusters
  Score: Raw -619465.403279 + Penalty 4127.786931 = -615337.616348
  nChanged 343
		SP:Iteration 2F (50750.230000 sec): 3 clusters
  Score: Raw -619715.932190 + Penalty 4127.786931 = -615588.145259
  nChanged 248
		SP:Iteration 3F (50750.370000 sec): 3 clusters
  Score: Raw -619921.202253 + Penalty 4127.786931 = -615793.415323
  nChanged 208
		SP:Iteration 4F (50750.570000 sec): 3 clusters
  Score: Raw -620096.031431 + Penalty 4127.786931 = -615968.244501
  nChanged 178
		SP:Iteration 5Q (50750.710000 sec): 3 clusters
  Score: Raw -620301.182345 + Penalty 4127.786931 = -616173.395414
  nChanged 185
		SP:Iteration 6Q (50750.850000 sec): 3 clusters
  Score: Raw -620481.601717 + Penalty 4127.786931 = -616353.814787
  nChanged 147
		SP:Iteration 7Q (50750.990000 sec): 3 clusters
  Score: Raw -620592.204572 + Penalty 4127.786931 = -616464.417641
  nChanged 130
		SP:Iteration 8Q (50751.130000 sec): 3 clusters
  Score: Raw -620673.377338 + Penalty 4127.786931 = -616545.590407
  nChanged 85
		SP:Iteration 9Q (50751.330000 sec): 3 clusters
  Score: Raw -620735.114025 + Penalty 4127.786931 = -616607.327094
  nChanged 85
		SP:Iteration 10Q (50751.500000 sec): 3 clusters
  Score: Raw -620786.581165 + Penalty 4127.786931 = -616658.794235
  nChanged 71
		SP:Iteration 11Q (50751.740000 sec): 3 clusters
  Score: Raw -620829.970312 + Penalty 4127.786931 = -616702.183381
  nChanged 62
		SP:Iteration 12Q (50751.970000 sec): 3 clusters
  Score: Raw -620866.648086 + Penalty 4127.786931 = -616738.861155
  nChanged 47
		SP:Iteration 13Q (50752.190000 sec): 3 clusters
  Score: Raw -620897.174140 + Penalty 4127.786931 = -616769.387209
  nChanged 45
		SP:Iteration 14Q (50752.360000 sec): 3 clusters
  Score: Raw -620932.907548 + Penalty 4127.786931 = -616805.120617
  nChanged 43
		SP:Iteration 15Q (50752.520000 sec): 3 clusters
  Score: Raw -620977.363017 + Penalty 4127.786931 = -616849.576086
  nChanged 44
		SP:Iteration 16Q (50752.720000 sec): 3 clusters
  Score: Raw -621002.154892 + Penalty 4127.786931 = -616874.367962
  nChanged 25
		SP:Iteration 17Q (50752.870000 sec): 3 clusters
  Score: Raw -621018.355615 + Penalty 4127.786931 = -616890.568684
  nChanged 27
		SP:Iteration 18Q (50753.030000 sec): 3 clusters
  Score: Raw -621035.102457 + Penalty 4127.786931 = -616907.315527
  nChanged 23
		SP:Iteration 19Q (50753.200000 sec): 3 clusters
  Score: Raw -621046.228242 + Penalty 4127.786931 = -616918.441311
  nChanged 22
		SP:Iteration 20F (50753.330000 sec): 3 clusters
  Score: Raw -621056.166320 + Penalty 4127.786931 = -616928.379389
  nChanged 13
		SP:Iteration 21Q (50753.470000 sec): 3 clusters
  Score: Raw -621065.230703 + Penalty 4127.786931 = -616937.443772
  nChanged 17
		SP:Iteration 22Q (50753.650000 sec): 3 clusters
  Score: Raw -621075.786100 + Penalty 4127.786931 = -616947.999170
  nChanged 20
		SP:Iteration 23Q (50753.810000 sec): 3 clusters
  Score: Raw -621089.046789 + Penalty 4127.786931 = -616961.259858
  nChanged 16
		SP:Iteration 24Q (50754.010000 sec): 3 clusters
  Score: Raw -621094.765477 + Penalty 4127.786931 = -616966.978546
  nChanged 10
		SP:Iteration 25Q (50754.230000 sec): 3 clusters
  Score: Raw -621099.889367 + Penalty 4127.786931 = -616972.102436
  nChanged 6
		SP:Iteration 26Q (50754.410000 sec): 3 clusters
  Score: Raw -621106.602758 + Penalty 4127.786931 = -616978.815827
  nChanged 8
		SP:Iteration 27Q (50754.550000 sec): 3 clusters
  Score: Raw -621110.743490 + Penalty 4127.786931 = -616982.956559
  nChanged 6
		SP:Iteration 28Q (50754.700000 sec): 3 clusters
  Score: Raw -621114.858225 + Penalty 4127.786931 = -616987.071295
  nChanged 4
		SP:Iteration 29Q (50754.880000 sec): 3 clusters
  Score: Raw -621117.127532 + Penalty 4127.786931 = -616989.340601
  nChanged 3
		SP:Iteration 30Q (50755.070000 sec): 3 clusters
  Score: Raw -621118.550666 + Penalty 4127.786931 = -616990.763735
  nChanged 2
		SP:Iteration 31Q (50755.230000 sec): 3 clusters
  Score: Raw -621119.259991 + Penalty 4127.786931 = -616991.473060
  nChanged 2
		SP:Iteration 32Q (50755.400000 sec): 3 clusters
  Score: Raw -621120.497816 + Penalty 4127.786931 = -616992.710885
  nChanged 2
		SP:Iteration 33Q (50755.630000 sec): 3 clusters
  Score: Raw -621122.555009 + Penalty 4127.786931 = -616994.768078
  nChanged 3
		SP:Iteration 34Q (50755.810000 sec): 3 clusters
  Score: Raw -621123.904513 + Penalty 4127.786931 = -616996.117582
  nChanged 3
		SP:Iteration 35Q (50756.010000 sec): 3 clusters
  Score: Raw -621125.681033 + Penalty 4127.786931 = -616997.894102
  nChanged 3
		SP:Iteration 36Q (50756.240000 sec): 3 clusters
  Score: Raw -621128.125501 + Penalty 4127.786931 = -617000.338570
  nChanged 4
		SP:Iteration 37Q (50756.430000 sec): 3 clusters
  Score: Raw -621129.468901 + Penalty 4127.786931 = -617001.681971
  nChanged 0
		SP:Iteration 38F (50756.640000 sec): 3 clusters
  Score: Raw -621129.468901 + Penalty 4127.786931 = -617001.681971
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (10514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50756.820000 sec): 2 clusters
  Score: Raw -1614154.017715 + Penalty 2296.594819 = -1611857.422896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50757.200000 sec): 3 clusters
  Score: Raw -1608535.924352 + Penalty 4593.189639 = -1603942.734713
  nChanged 4340
		SP:Iteration 1F (50757.450000 sec): 3 clusters
  Score: Raw -1610795.682962 + Penalty 4593.189639 = -1606202.493323
  nChanged 677
		SP:Iteration 2F (50757.630000 sec): 3 clusters
  Score: Raw -1611120.570672 + Penalty 4593.189639 = -1606527.381033
  nChanged 531
		SP:Iteration 3F (50757.870000 sec): 3 clusters
  Score: Raw -1611391.031829 + Penalty 4593.189639 = -1606797.842191
  nChanged 469
		SP:Iteration 4Q (50758.170000 sec): 3 clusters
  Score: Raw -1611627.253974 + Penalty 4593.189639 = -1607034.064335
  nChanged 443
		SP:Iteration 5Q (50758.430000 sec): 3 clusters
  Score: Raw -1611853.232695 + Penalty 4593.189639 = -1607260.043056
  nChanged 431
		SP:Iteration 6Q (50758.700000 sec): 3 clusters
  Score: Raw -1612079.558468 + Penalty 4593.189639 = -1607486.368829
  nChanged 413
		SP:Iteration 7Q (50758.940000 sec): 3 clusters
  Score: Raw -1612278.703088 + Penalty 4593.189639 = -1607685.513449
  nChanged 388
		SP:Iteration 8Q (50759.110000 sec): 3 clusters
  Score: Raw -1612467.488100 + Penalty 4593.189639 = -1607874.298461
  nChanged 382
		SP:Iteration 9Q (50759.360000 sec): 3 clusters
  Score: Raw -1612662.981774 + Penalty 4593.189639 = -1608069.792135
  nChanged 379
		SP:Iteration 10Q (50759.570000 sec): 3 clusters
  Score: Raw -1612844.531590 + Penalty 4593.189639 = -1608251.341952
  nChanged 366
		SP:Iteration 11Q (50759.800000 sec): 3 clusters
  Score: Raw -1613015.011332 + Penalty 4593.189639 = -1608421.821694
  nChanged 371
		SP:Iteration 12Q (50760.080000 sec): 3 clusters
  Score: Raw -1613183.713137 + Penalty 4593.189639 = -1608590.523498
  nChanged 319
		SP:Iteration 13Q (50760.360000 sec): 3 clusters
  Score: Raw -1613320.022965 + Penalty 4593.189639 = -1608726.833326
  nChanged 268
		SP:Iteration 14Q (50760.580000 sec): 3 clusters
  Score: Raw -1613429.061911 + Penalty 4593.189639 = -1608835.872272
  nChanged 241
		SP:Iteration 15Q (50760.890000 sec): 3 clusters
  Score: Raw -1613517.880071 + Penalty 4593.189639 = -1608924.690432
  nChanged 209
		SP:Iteration 16Q (50761.190000 sec): 3 clusters
  Score: Raw -1613591.476448 + Penalty 4593.189639 = -1608998.286809
  nChanged 176
		SP:Iteration 17Q (50761.460000 sec): 3 clusters
  Score: Raw -1613650.367599 + Penalty 4593.189639 = -1609057.177960
  nChanged 144
		SP:Iteration 18Q (50761.750000 sec): 3 clusters
  Score: Raw -1613690.238457 + Penalty 4593.189639 = -1609097.048818
  nChanged 120
		SP:Iteration 19Q (50761.960000 sec): 3 clusters
  Score: Raw -1613722.956491 + Penalty 4593.189639 = -1609129.766852
  nChanged 110
		SP:Iteration 20F (50762.220000 sec): 3 clusters
  Score: Raw -1613753.589478 + Penalty 4593.189639 = -1609160.399840
  nChanged 111
		SP:Iteration 21Q (50762.470000 sec): 3 clusters
  Score: Raw -1613784.563016 + Penalty 4593.189639 = -1609191.373377
  nChanged 100
		SP:Iteration 22Q (50762.840000 sec): 3 clusters
  Score: Raw -1613809.779444 + Penalty 4593.189639 = -1609216.589805
  nChanged 86
		SP:Iteration 23Q (50763.090000 sec): 3 clusters
  Score: Raw -1613833.026250 + Penalty 4593.189639 = -1609239.836611
  nChanged 75
		SP:Iteration 24Q (50763.340000 sec): 3 clusters
  Score: Raw -1613852.342817 + Penalty 4593.189639 = -1609259.153179
  nChanged 65
		SP:Iteration 25Q (50763.640000 sec): 3 clusters
  Score: Raw -1613867.886380 + Penalty 4593.189639 = -1609274.696742
  nChanged 57
		SP:Iteration 26Q (50763.870000 sec): 3 clusters
  Score: Raw -1613881.648160 + Penalty 4593.189639 = -1609288.458522
  nChanged 70
		SP:Iteration 27Q (50764.080000 sec): 3 clusters
  Score: Raw -1613899.964815 + Penalty 4593.189639 = -1609306.775177
  nChanged 68
		SP:Iteration 28Q (50764.280000 sec): 3 clusters
  Score: Raw -1613920.056391 + Penalty 4593.189639 = -1609326.866752
  nChanged 73
		SP:Iteration 29Q (50764.560000 sec): 3 clusters
  Score: Raw -1613939.139631 + Penalty 4593.189639 = -1609345.949992
  nChanged 59
		SP:Iteration 30Q (50764.750000 sec): 3 clusters
  Score: Raw -1613955.336693 + Penalty 4593.189639 = -1609362.147054
  nChanged 74
		SP:Iteration 31Q (50765.010000 sec): 3 clusters
  Score: Raw -1613973.758433 + Penalty 4593.189639 = -1609380.568794
  nChanged 70
		SP:Iteration 32Q (50765.250000 sec): 3 clusters
  Score: Raw -1613992.343527 + Penalty 4593.189639 = -1609399.153888
  nChanged 62
		SP:Iteration 33Q (50765.500000 sec): 3 clusters
  Score: Raw -1614010.527161 + Penalty 4593.189639 = -1609417.337522
  nChanged 61
		SP:Iteration 34Q (50765.690000 sec): 3 clusters
  Score: Raw -1614027.941342 + Penalty 4593.189639 = -1609434.751703
  nChanged 51
		SP:Iteration 35Q (50765.900000 sec): 3 clusters
  Score: Raw -1614044.941251 + Penalty 4593.189639 = -1609451.751612
  nChanged 67
		SP:Iteration 36Q (50766.120000 sec): 3 clusters
  Score: Raw -1614065.832112 + Penalty 4593.189639 = -1609472.642473
  nChanged 64
		SP:Iteration 37Q (50766.320000 sec): 3 clusters
  Score: Raw -1614084.476807 + Penalty 4593.189639 = -1609491.287168
  nChanged 67
		SP:Iteration 38Q (50766.530000 sec): 3 clusters
  Score: Raw -1614105.883334 + Penalty 4593.189639 = -1609512.693695
  nChanged 73
		SP:Iteration 39Q (50766.790000 sec): 3 clusters
  Score: Raw -1614125.475700 + Penalty 4593.189639 = -1609532.286062
  nChanged 59
		SP:Iteration 40F (50767.070000 sec): 3 clusters
  Score: Raw -1614142.685994 + Penalty 4593.189639 = -1609549.496355
  nChanged 59
		SP:Iteration 41Q (50767.290000 sec): 3 clusters
  Score: Raw -1614160.484588 + Penalty 4593.189639 = -1609567.294950
  nChanged 69
		SP:Iteration 42Q (50767.470000 sec): 3 clusters
  Score: Raw -1614179.891246 + Penalty 4593.189639 = -1609586.701608
  nChanged 64
		SP:Iteration 43Q (50767.770000 sec): 3 clusters
  Score: Raw -1614196.918394 + Penalty 4593.189639 = -1609603.728755
  nChanged 65
		SP:Iteration 44Q (50767.960000 sec): 3 clusters
  Score: Raw -1614213.515779 + Penalty 4593.189639 = -1609620.326140
  nChanged 60
		SP:Iteration 45Q (50768.200000 sec): 3 clusters
  Score: Raw -1614232.898641 + Penalty 4593.189639 = -1609639.709002
  nChanged 74
		SP:Iteration 46Q (50768.470000 sec): 3 clusters
  Score: Raw -1614256.971595 + Penalty 4593.189639 = -1609663.781956
  nChanged 75
		SP:Iteration 47Q (50768.720000 sec): 3 clusters
  Score: Raw -1614277.687724 + Penalty 4593.189639 = -1609684.498085
  nChanged 78
		SP:Iteration 48Q (50768.900000 sec): 3 clusters
  Score: Raw -1614300.668856 + Penalty 4593.189639 = -1609707.479218
  nChanged 64
		SP:Iteration 49Q (50769.160000 sec): 3 clusters
  Score: Raw -1614316.234592 + Penalty 4593.189639 = -1609723.044953
  nChanged 53
		SP:Iteration 50Q (50769.450000 sec): 3 clusters
  Score: Raw -1614328.522457 + Penalty 4593.189639 = -1609735.332818
  nChanged 54
		SP:Iteration 51Q (50769.740000 sec): 3 clusters
  Score: Raw -1614339.809183 + Penalty 4593.189639 = -1609746.619544
  nChanged 44
		SP:Iteration 52Q (50769.970000 sec): 3 clusters
  Score: Raw -1614351.307303 + Penalty 4593.189639 = -1609758.117665
  nChanged 39
		SP:Iteration 53Q (50770.220000 sec): 3 clusters
  Score: Raw -1614360.170595 + Penalty 4593.189639 = -1609766.980956
  nChanged 39
		SP:Iteration 54Q (50770.570000 sec): 3 clusters
  Score: Raw -1614368.673645 + Penalty 4593.189639 = -1609775.484006
  nChanged 29
		SP:Iteration 55Q (50770.880000 sec): 3 clusters
  Score: Raw -1614374.404560 + Penalty 4593.189639 = -1609781.214921
  nChanged 34
		SP:Iteration 56Q (50771.180000 sec): 3 clusters
  Score: Raw -1614382.777640 + Penalty 4593.189639 = -1609789.588001
  nChanged 46
		SP:Iteration 57Q (50771.380000 sec): 3 clusters
  Score: Raw -1614393.187606 + Penalty 4593.189639 = -1609799.997967
  nChanged 38
		SP:Iteration 58Q (50771.640000 sec): 3 clusters
  Score: Raw -1614400.108820 + Penalty 4593.189639 = -1609806.919181
  nChanged 30
		SP:Iteration 59Q (50771.880000 sec): 3 clusters
  Score: Raw -1614405.598825 + Penalty 4593.189639 = -1609812.409187
  nChanged 20
		SP:Iteration 60F (50772.110000 sec): 3 clusters
  Score: Raw -1614408.569361 + Penalty 4593.189639 = -1609815.379722
  nChanged 15
		SP:Iteration 61Q (50772.350000 sec): 3 clusters
  Score: Raw -1614411.197737 + Penalty 4593.189639 = -1609818.008099
  nChanged 14
		SP:Iteration 62Q (50772.540000 sec): 3 clusters
  Score: Raw -1614413.038256 + Penalty 4593.189639 = -1609819.848617
  nChanged 11
		SP:Iteration 63Q (50772.760000 sec): 3 clusters
  Score: Raw -1614414.420011 + Penalty 4593.189639 = -1609821.230373
  nChanged 15
		SP:Iteration 64Q (50773.050000 sec): 3 clusters
  Score: Raw -1614416.530079 + Penalty 4593.189639 = -1609823.340441
  nChanged 10
		SP:Iteration 65Q (50773.280000 sec): 3 clusters
  Score: Raw -1614418.553798 + Penalty 4593.189639 = -1609825.364159
  nChanged 8
		SP:Iteration 66Q (50773.520000 sec): 3 clusters
  Score: Raw -1614419.946882 + Penalty 4593.189639 = -1609826.757243
  nChanged 8
		SP:Iteration 67Q (50773.760000 sec): 3 clusters
  Score: Raw -1614420.971299 + Penalty 4593.189639 = -1609827.781660
  nChanged 6
		SP:Iteration 68Q (50773.990000 sec): 3 clusters
  Score: Raw -1614421.758561 + Penalty 4593.189639 = -1609828.568922
  nChanged 2
		SP:Iteration 69Q (50774.260000 sec): 3 clusters
  Score: Raw -1614421.955473 + Penalty 4593.189639 = -1609828.765834
  nChanged 6
		SP:Iteration 70Q (50774.500000 sec): 3 clusters
  Score: Raw -1614422.616582 + Penalty 4593.189639 = -1609829.426943
  nChanged 4
		SP:Iteration 71Q (50774.750000 sec): 3 clusters
  Score: Raw -1614422.902702 + Penalty 4593.189639 = -1609829.713063
  nChanged 4
		SP:Iteration 72Q (50775.000000 sec): 3 clusters
  Score: Raw -1614423.275324 + Penalty 4593.189639 = -1609830.085686
  nChanged 8
		SP:Iteration 73Q (50775.240000 sec): 3 clusters
  Score: Raw -1614424.176743 + Penalty 4593.189639 = -1609830.987104
  nChanged 6
		SP:Iteration 74Q (50775.510000 sec): 3 clusters
  Score: Raw -1614424.947461 + Penalty 4593.189639 = -1609831.757822
  nChanged 5
		SP:Iteration 75Q (50775.710000 sec): 3 clusters
  Score: Raw -1614425.669835 + Penalty 4593.189639 = -1609832.480196
  nChanged 3
		SP:Iteration 76Q (50775.960000 sec): 3 clusters
  Score: Raw -1614425.981696 + Penalty 4593.189639 = -1609832.792057
  nChanged 1
		SP:Iteration 77Q (50776.170000 sec): 3 clusters
  Score: Raw -1614426.086678 + Penalty 4593.189639 = -1609832.897039
  nChanged 1
		SP:Iteration 78Q (50776.370000 sec): 3 clusters
  Score: Raw -1614426.215578 + Penalty 4593.189639 = -1609833.025939
  nChanged 1
		SP:Iteration 79Q (50776.520000 sec): 3 clusters
  Score: Raw -1614426.274357 + Penalty 4593.189639 = -1609833.084718
  nChanged 0
		SP:Iteration 80F (50776.690000 sec): 3 clusters
  Score: Raw -1614426.274357 + Penalty 4593.189639 = -1609833.084718
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (8454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50776.830000 sec): 2 clusters
  Score: Raw -1289648.964813 + Penalty 2242.513955 = -1287406.450858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50777.060000 sec): 3 clusters
  Score: Raw -1285182.925494 + Penalty 4485.027911 = -1280697.897583
  nChanged 3493
		SP:Iteration 1F (50777.310000 sec): 3 clusters
  Score: Raw -1287116.700525 + Penalty 4485.027911 = -1282631.672615
  nChanged 655
		SP:Iteration 2F (50777.530000 sec): 3 clusters
  Score: Raw -1287479.678554 + Penalty 4485.027911 = -1282994.650643
  nChanged 468
		SP:Iteration 3F (50777.790000 sec): 3 clusters
  Score: Raw -1287760.789717 + Penalty 4485.027911 = -1283275.761806
  nChanged 417
		SP:Iteration 4Q (50778.070000 sec): 3 clusters
  Score: Raw -1288020.001446 + Penalty 4485.027911 = -1283534.973535
  nChanged 389
		SP:Iteration 5Q (50778.250000 sec): 3 clusters
  Score: Raw -1288231.994348 + Penalty 4485.027911 = -1283746.966438
  nChanged 307
		SP:Iteration 6Q (50778.430000 sec): 3 clusters
  Score: Raw -1288387.794447 + Penalty 4485.027911 = -1283902.766536
  nChanged 280
		SP:Iteration 7Q (50778.670000 sec): 3 clusters
  Score: Raw -1288528.035956 + Penalty 4485.027911 = -1284043.008046
  nChanged 273
		SP:Iteration 8Q (50778.920000 sec): 3 clusters
  Score: Raw -1288677.259116 + Penalty 4485.027911 = -1284192.231205
  nChanged 279
		SP:Iteration 9Q (50779.240000 sec): 3 clusters
  Score: Raw -1288822.156606 + Penalty 4485.027911 = -1284337.128695
  nChanged 256
		SP:Iteration 10Q (50779.450000 sec): 3 clusters
  Score: Raw -1288940.511889 + Penalty 4485.027911 = -1284455.483979
  nChanged 246
		SP:Iteration 11Q (50779.690000 sec): 3 clusters
  Score: Raw -1289059.334683 + Penalty 4485.027911 = -1284574.306773
  nChanged 239
		SP:Iteration 12Q (50779.930000 sec): 3 clusters
  Score: Raw -1289175.397148 + Penalty 4485.027911 = -1284690.369237
  nChanged 220
		SP:Iteration 13Q (50780.150000 sec): 3 clusters
  Score: Raw -1289269.011592 + Penalty 4485.027911 = -1284783.983682
  nChanged 202
		SP:Iteration 14Q (50780.370000 sec): 3 clusters
  Score: Raw -1289347.939993 + Penalty 4485.027911 = -1284862.912083
  nChanged 173
		SP:Iteration 15Q (50780.630000 sec): 3 clusters
  Score: Raw -1289408.925325 + Penalty 4485.027911 = -1284923.897414
  nChanged 154
		SP:Iteration 16Q (50780.850000 sec): 3 clusters
  Score: Raw -1289460.444113 + Penalty 4485.027911 = -1284975.416202
  nChanged 141
		SP:Iteration 17Q (50781.060000 sec): 3 clusters
  Score: Raw -1289508.550769 + Penalty 4485.027911 = -1285023.522858
  nChanged 122
		SP:Iteration 18Q (50781.240000 sec): 3 clusters
  Score: Raw -1289543.417212 + Penalty 4485.027911 = -1285058.389302
  nChanged 114
		SP:Iteration 19Q (50781.420000 sec): 3 clusters
  Score: Raw -1289582.021817 + Penalty 4485.027911 = -1285096.993906
  nChanged 101
		SP:Iteration 20F (50781.630000 sec): 3 clusters
  Score: Raw -1289609.117205 + Penalty 4485.027911 = -1285124.089295
  nChanged 76
		SP:Iteration 21Q (50781.870000 sec): 3 clusters
  Score: Raw -1289628.927146 + Penalty 4485.027911 = -1285143.899235
  nChanged 75
		SP:Iteration 22Q (50782.080000 sec): 3 clusters
  Score: Raw -1289648.240897 + Penalty 4485.027911 = -1285163.212986
  nChanged 80
		SP:Iteration 23Q (50782.270000 sec): 3 clusters
  Score: Raw -1289668.064679 + Penalty 4485.027911 = -1285183.036769
  nChanged 68
		SP:Iteration 24Q (50782.440000 sec): 3 clusters
  Score: Raw -1289684.436418 + Penalty 4485.027911 = -1285199.408507
  nChanged 55
		SP:Iteration 25Q (50782.670000 sec): 3 clusters
  Score: Raw -1289699.073571 + Penalty 4485.027911 = -1285214.045660
  nChanged 53
		SP:Iteration 26Q (50782.860000 sec): 3 clusters
  Score: Raw -1289712.027904 + Penalty 4485.027911 = -1285226.999993
  nChanged 55
		SP:Iteration 27Q (50783.080000 sec): 3 clusters
  Score: Raw -1289724.968719 + Penalty 4485.027911 = -1285239.940809
  nChanged 54
		SP:Iteration 28Q (50783.300000 sec): 3 clusters
  Score: Raw -1289738.410642 + Penalty 4485.027911 = -1285253.382731
  nChanged 49
		SP:Iteration 29Q (50783.560000 sec): 3 clusters
  Score: Raw -1289750.371920 + Penalty 4485.027911 = -1285265.344010
  nChanged 48
		SP:Iteration 30Q (50783.820000 sec): 3 clusters
  Score: Raw -1289761.104098 + Penalty 4485.027911 = -1285276.076188
  nChanged 49
		SP:Iteration 31Q (50784.050000 sec): 3 clusters
  Score: Raw -1289773.531526 + Penalty 4485.027911 = -1285288.503615
  nChanged 44
		SP:Iteration 32Q (50784.280000 sec): 3 clusters
  Score: Raw -1289783.693096 + Penalty 4485.027911 = -1285298.665185
  nChanged 43
		SP:Iteration 33Q (50784.520000 sec): 3 clusters
  Score: Raw -1289793.066863 + Penalty 4485.027911 = -1285308.038952
  nChanged 39
		SP:Iteration 34Q (50784.730000 sec): 3 clusters
  Score: Raw -1289802.709954 + Penalty 4485.027911 = -1285317.682043
  nChanged 39
		SP:Iteration 35Q (50784.960000 sec): 3 clusters
  Score: Raw -1289812.712668 + Penalty 4485.027911 = -1285327.684757
  nChanged 34
		SP:Iteration 36Q (50785.260000 sec): 3 clusters
  Score: Raw -1289820.801173 + Penalty 4485.027911 = -1285335.773262
  nChanged 36
		SP:Iteration 37Q (50785.430000 sec): 3 clusters
  Score: Raw -1289829.704864 + Penalty 4485.027911 = -1285344.676953
  nChanged 46
		SP:Iteration 38Q (50785.660000 sec): 3 clusters
  Score: Raw -1289842.408108 + Penalty 4485.027911 = -1285357.380197
  nChanged 42
		SP:Iteration 39Q (50785.910000 sec): 3 clusters
  Score: Raw -1289853.252951 + Penalty 4485.027911 = -1285368.225041
  nChanged 38
		SP:Iteration 40F (50786.120000 sec): 3 clusters
  Score: Raw -1289860.893365 + Penalty 4485.027911 = -1285375.865455
  nChanged 29
		SP:Iteration 41Q (50786.340000 sec): 3 clusters
  Score: Raw -1289868.024493 + Penalty 4485.027911 = -1285382.996582
  nChanged 41
		SP:Iteration 42Q (50786.570000 sec): 3 clusters
  Score: Raw -1289878.122261 + Penalty 4485.027911 = -1285393.094350
  nChanged 38
		SP:Iteration 43Q (50786.740000 sec): 3 clusters
  Score: Raw -1289887.692184 + Penalty 4485.027911 = -1285402.664274
  nChanged 31
		SP:Iteration 44Q (50787.000000 sec): 3 clusters
  Score: Raw -1289897.776093 + Penalty 4485.027911 = -1285412.748183
  nChanged 36
		SP:Iteration 45Q (50787.230000 sec): 3 clusters
  Score: Raw -1289906.979934 + Penalty 4485.027911 = -1285421.952023
  nChanged 31
		SP:Iteration 46Q (50787.460000 sec): 3 clusters
  Score: Raw -1289913.320127 + Penalty 4485.027911 = -1285428.292216
  nChanged 20
		SP:Iteration 47Q (50787.650000 sec): 3 clusters
  Score: Raw -1289918.470258 + Penalty 4485.027911 = -1285433.442348
  nChanged 24
		SP:Iteration 48Q (50787.880000 sec): 3 clusters
  Score: Raw -1289926.856644 + Penalty 4485.027911 = -1285441.828733
  nChanged 24
		SP:Iteration 49Q (50788.080000 sec): 3 clusters
  Score: Raw -1289933.670614 + Penalty 4485.027911 = -1285448.642703
  nChanged 21
		SP:Iteration 50Q (50788.270000 sec): 3 clusters
  Score: Raw -1289939.409015 + Penalty 4485.027911 = -1285454.381104
  nChanged 23
		SP:Iteration 51Q (50788.460000 sec): 3 clusters
  Score: Raw -1289944.558561 + Penalty 4485.027911 = -1285459.530650
  nChanged 23
		SP:Iteration 52Q (50788.660000 sec): 3 clusters
  Score: Raw -1289951.350851 + Penalty 4485.027911 = -1285466.322940
  nChanged 27
		SP:Iteration 53Q (50788.810000 sec): 3 clusters
  Score: Raw -1289958.757864 + Penalty 4485.027911 = -1285473.729953
  nChanged 28
		SP:Iteration 54Q (50789.060000 sec): 3 clusters
  Score: Raw -1289967.235396 + Penalty 4485.027911 = -1285482.207486
  nChanged 33
		SP:Iteration 55Q (50789.180000 sec): 3 clusters
  Score: Raw -1289975.365431 + Penalty 4485.027911 = -1285490.337520
  nChanged 25
		SP:Iteration 56Q (50789.440000 sec): 3 clusters
  Score: Raw -1289980.767199 + Penalty 4485.027911 = -1285495.739288
  nChanged 20
		SP:Iteration 57Q (50789.560000 sec): 3 clusters
  Score: Raw -1289986.350981 + Penalty 4485.027911 = -1285501.323071
  nChanged 17
		SP:Iteration 58Q (50789.770000 sec): 3 clusters
  Score: Raw -1289991.174450 + Penalty 4485.027911 = -1285506.146539
  nChanged 20
		SP:Iteration 59Q (50789.930000 sec): 3 clusters
  Score: Raw -1289996.022549 + Penalty 4485.027911 = -1285510.994638
  nChanged 20
		SP:Iteration 60F (50790.180000 sec): 3 clusters
  Score: Raw -1290000.717086 + Penalty 4485.027911 = -1285515.689175
  nChanged 20
		SP:Iteration 61Q (50790.340000 sec): 3 clusters
  Score: Raw -1290005.156195 + Penalty 4485.027911 = -1285520.128284
  nChanged 17
		SP:Iteration 62Q (50790.560000 sec): 3 clusters
  Score: Raw -1290009.796776 + Penalty 4485.027911 = -1285524.768865
  nChanged 24
		SP:Iteration 63Q (50790.760000 sec): 3 clusters
  Score: Raw -1290016.547946 + Penalty 4485.027911 = -1285531.520035
  nChanged 25
		SP:Iteration 64Q (50790.950000 sec): 3 clusters
  Score: Raw -1290024.250852 + Penalty 4485.027911 = -1285539.222941
  nChanged 26
		SP:Iteration 65Q (50791.160000 sec): 3 clusters
  Score: Raw -1290031.511855 + Penalty 4485.027911 = -1285546.483945
  nChanged 25
		SP:Iteration 66Q (50791.410000 sec): 3 clusters
  Score: Raw -1290039.324629 + Penalty 4485.027911 = -1285554.296718
  nChanged 30
		SP:Iteration 67Q (50791.660000 sec): 3 clusters
  Score: Raw -1290045.953678 + Penalty 4485.027911 = -1285560.925768
  nChanged 23
		SP:Iteration 68Q (50791.870000 sec): 3 clusters
  Score: Raw -1290052.365118 + Penalty 4485.027911 = -1285567.337208
  nChanged 23
		SP:Iteration 69Q (50792.070000 sec): 3 clusters
  Score: Raw -1290057.175867 + Penalty 4485.027911 = -1285572.147956
  nChanged 12
		SP:Iteration 70Q (50792.260000 sec): 3 clusters
  Score: Raw -1290060.388324 + Penalty 4485.027911 = -1285575.360413
  nChanged 19
		SP:Iteration 71Q (50792.460000 sec): 3 clusters
  Score: Raw -1290063.993243 + Penalty 4485.027911 = -1285578.965333
  nChanged 11
		SP:Iteration 72Q (50792.660000 sec): 3 clusters
  Score: Raw -1290066.972089 + Penalty 4485.027911 = -1285581.944178
  nChanged 13
		SP:Iteration 73Q (50792.910000 sec): 3 clusters
  Score: Raw -1290070.375877 + Penalty 4485.027911 = -1285585.347966
  nChanged 19
		SP:Iteration 74Q (50793.180000 sec): 3 clusters
  Score: Raw -1290076.685163 + Penalty 4485.027911 = -1285591.657253
  nChanged 19
		SP:Iteration 75Q (50793.400000 sec): 3 clusters
  Score: Raw -1290081.144693 + Penalty 4485.027911 = -1285596.116782
  nChanged 14
		SP:Iteration 76Q (50793.650000 sec): 3 clusters
  Score: Raw -1290084.049661 + Penalty 4485.027911 = -1285599.021750
  nChanged 9
		SP:Iteration 77Q (50793.820000 sec): 3 clusters
  Score: Raw -1290085.964036 + Penalty 4485.027911 = -1285600.936125
  nChanged 10
		SP:Iteration 78Q (50794.050000 sec): 3 clusters
  Score: Raw -1290087.913468 + Penalty 4485.027911 = -1285602.885558
  nChanged 5
		SP:Iteration 79Q (50794.260000 sec): 3 clusters
  Score: Raw -1290089.231869 + Penalty 4485.027911 = -1285604.203959
  nChanged 7
		SP:Iteration 80F (50794.480000 sec): 3 clusters
  Score: Raw -1290090.991190 + Penalty 4485.027911 = -1285605.963279
  nChanged 12
		SP:Iteration 81Q (50794.700000 sec): 3 clusters
  Score: Raw -1290093.907350 + Penalty 4485.027911 = -1285608.879440
  nChanged 14
		SP:Iteration 82Q (50794.950000 sec): 3 clusters
  Score: Raw -1290097.553585 + Penalty 4485.027911 = -1285612.525674
  nChanged 8
		SP:Iteration 83Q (50795.160000 sec): 3 clusters
  Score: Raw -1290099.962729 + Penalty 4485.027911 = -1285614.934819
  nChanged 13
		SP:Iteration 84Q (50795.420000 sec): 3 clusters
  Score: Raw -1290104.222807 + Penalty 4485.027911 = -1285619.194896
  nChanged 14
		SP:Iteration 85Q (50795.650000 sec): 3 clusters
  Score: Raw -1290108.479660 + Penalty 4485.027911 = -1285623.451749
  nChanged 9
		SP:Iteration 86Q (50795.910000 sec): 3 clusters
  Score: Raw -1290110.813454 + Penalty 4485.027911 = -1285625.785543
  nChanged 11
		SP:Iteration 87Q (50796.090000 sec): 3 clusters
  Score: Raw -1290113.594088 + Penalty 4485.027911 = -1285628.566177
  nChanged 10
		SP:Iteration 88Q (50796.310000 sec): 3 clusters
  Score: Raw -1290115.418152 + Penalty 4485.027911 = -1285630.390241
  nChanged 8
		SP:Iteration 89Q (50796.560000 sec): 3 clusters
  Score: Raw -1290117.172820 + Penalty 4485.027911 = -1285632.144909
  nChanged 6
		SP:Iteration 90Q (50796.780000 sec): 3 clusters
  Score: Raw -1290118.741027 + Penalty 4485.027911 = -1285633.713116
  nChanged 4
		SP:Iteration 91Q (50797.000000 sec): 3 clusters
  Score: Raw -1290119.835991 + Penalty 4485.027911 = -1285634.808080
  nChanged 5
		SP:Iteration 92Q (50797.250000 sec): 3 clusters
  Score: Raw -1290121.663667 + Penalty 4485.027911 = -1285636.635757
  nChanged 5
		SP:Iteration 93Q (50797.450000 sec): 3 clusters
  Score: Raw -1290122.553584 + Penalty 4485.027911 = -1285637.525673
  nChanged 4
		SP:Iteration 94Q (50797.700000 sec): 3 clusters
  Score: Raw -1290123.748573 + Penalty 4485.027911 = -1285638.720663
  nChanged 5
		SP:Iteration 95Q (50797.940000 sec): 3 clusters
  Score: Raw -1290124.977672 + Penalty 4485.027911 = -1285639.949762
  nChanged 5
		SP:Iteration 96Q (50798.120000 sec): 3 clusters
  Score: Raw -1290125.909192 + Penalty 4485.027911 = -1285640.881281
  nChanged 9
		SP:Iteration 97Q (50798.360000 sec): 3 clusters
  Score: Raw -1290127.637264 + Penalty 4485.027911 = -1285642.609354
  nChanged 3
		SP:Iteration 98Q (50798.570000 sec): 3 clusters
  Score: Raw -1290128.270152 + Penalty 4485.027911 = -1285643.242241
  nChanged 1
		SP:Iteration 99Q (50798.720000 sec): 3 clusters
  Score: Raw -1290128.392964 + Penalty 4485.027911 = -1285643.365053
  nChanged 0
		SP:Iteration 100F (50798.920000 sec): 3 clusters
  Score: Raw -1290128.392964 + Penalty 4485.027911 = -1285643.365053
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (27901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50799.240000 sec): 2 clusters
  Score: Raw -4373522.808221 + Penalty 2538.631617 = -4370984.176604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50799.580000 sec): 3 clusters
  Score: Raw -4356625.021183 + Penalty 5077.263233 = -4351547.757949
  nChanged 12679
		SP:Iteration 1F (50799.980000 sec): 3 clusters
  Score: Raw -4363490.415874 + Penalty 5077.263233 = -4358413.152641
  nChanged 1265
		SP:Iteration 2Q (50800.360000 sec): 3 clusters
  Score: Raw -4363885.995656 + Penalty 5077.263233 = -4358808.732423
  nChanged 1112
		SP:Iteration 3Q (50800.720000 sec): 3 clusters
  Score: Raw -4364242.461563 + Penalty 5077.263233 = -4359165.198330
  nChanged 1008
		SP:Iteration 4Q (50801.180000 sec): 3 clusters
  Score: Raw -4364565.400985 + Penalty 5077.263233 = -4359488.137752
  nChanged 989
		SP:Iteration 5Q (50801.540000 sec): 3 clusters
  Score: Raw -4364893.536731 + Penalty 5077.263233 = -4359816.273498
  nChanged 1021
		SP:Iteration 6Q (50801.930000 sec): 3 clusters
  Score: Raw -4365267.726326 + Penalty 5077.263233 = -4360190.463092
  nChanged 1102
		SP:Iteration 7Q (50802.320000 sec): 3 clusters
  Score: Raw -4365720.639221 + Penalty 5077.263233 = -4360643.375988
  nChanged 1250
		SP:Iteration 8Q (50802.740000 sec): 3 clusters
  Score: Raw -4366357.090287 + Penalty 5077.263233 = -4361279.827053
  nChanged 1535
		SP:Iteration 9F (50803.160000 sec): 3 clusters
  Score: Raw -4367285.706264 + Penalty 5077.263233 = -4362208.443031
  nChanged 1742
		SP:Iteration 10F (50803.570000 sec): 3 clusters
  Score: Raw -4368552.236297 + Penalty 5077.263233 = -4363474.973063
  nChanged 1891
		SP:Iteration 11F (50803.990000 sec): 3 clusters
  Score: Raw -4370142.234306 + Penalty 5077.263233 = -4365064.971072
  nChanged 1674
		SP:Iteration 12F (50804.380000 sec): 3 clusters
  Score: Raw -4371647.222359 + Penalty 5077.263233 = -4366569.959126
  nChanged 1171
		SP:Iteration 13Q (50804.820000 sec): 3 clusters
  Score: Raw -4372712.262620 + Penalty 5077.263233 = -4367634.999386
  nChanged 638
		SP:Iteration 14Q (50805.200000 sec): 3 clusters
  Score: Raw -4373298.240127 + Penalty 5077.263233 = -4368220.976894
  nChanged 285
		SP:Iteration 15Q (50805.600000 sec): 3 clusters
  Score: Raw -4373560.774871 + Penalty 5077.263233 = -4368483.511638
  nChanged 124
		SP:Iteration 16Q (50806.060000 sec): 3 clusters
  Score: Raw -4373690.072709 + Penalty 5077.263233 = -4368612.809476
  nChanged 58
		SP:Iteration 17Q (50806.460000 sec): 3 clusters
  Score: Raw -4373751.700564 + Penalty 5077.263233 = -4368674.437331
  nChanged 32
		SP:Iteration 18Q (50806.800000 sec): 3 clusters
  Score: Raw -4373788.876542 + Penalty 5077.263233 = -4368711.613309
  nChanged 24
		SP:Iteration 19Q (50807.180000 sec): 3 clusters
  Score: Raw -4373819.261274 + Penalty 5077.263233 = -4368741.998041
  nChanged 17
		SP:Iteration 20F (50807.600000 sec): 3 clusters
  Score: Raw -4373839.329492 + Penalty 5077.263233 = -4368762.066259
  nChanged 7
		SP:Iteration 21Q (50808.010000 sec): 3 clusters
  Score: Raw -4373848.918441 + Penalty 5077.263233 = -4368771.655208
  nChanged 12
		SP:Iteration 22Q (50808.420000 sec): 3 clusters
  Score: Raw -4373863.526276 + Penalty 5077.263233 = -4368786.263043
  nChanged 6
		SP:Iteration 23Q (50808.780000 sec): 3 clusters
  Score: Raw -4373868.862817 + Penalty 5077.263233 = -4368791.599584
  nChanged 3
		SP:Iteration 24Q (50809.170000 sec): 3 clusters
  Score: Raw -4373871.635983 + Penalty 5077.263233 = -4368794.372750
  nChanged 2
		SP:Iteration 25Q (50809.610000 sec): 3 clusters
  Score: Raw -4373872.499060 + Penalty 5077.263233 = -4368795.235827
  nChanged 0
		SP:Iteration 26F (50809.980000 sec): 3 clusters
  Score: Raw -4373872.499060 + Penalty 5077.263233 = -4368795.235827
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (22120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50810.200000 sec): 2 clusters
  Score: Raw -3524968.688440 + Penalty 2481.050889 = -3522487.637551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50810.620000 sec): 3 clusters
  Score: Raw -3512047.147033 + Penalty 4962.101778 = -3507085.045255
  nChanged 9780
		SP:Iteration 1F (50810.910000 sec): 3 clusters
  Score: Raw -3517294.107150 + Penalty 4962.101778 = -3512332.005372
  nChanged 1215
		SP:Iteration 2F (50811.250000 sec): 3 clusters
  Score: Raw -3517789.570632 + Penalty 4962.101778 = -3512827.468854
  nChanged 1089
		SP:Iteration 3Q (50811.610000 sec): 3 clusters
  Score: Raw -3518253.390698 + Penalty 4962.101778 = -3513291.288920
  nChanged 1075
		SP:Iteration 4Q (50811.960000 sec): 3 clusters
  Score: Raw -3518745.071177 + Penalty 4962.101778 = -3513782.969399
  nChanged 1063
		SP:Iteration 5Q (50812.320000 sec): 3 clusters
  Score: Raw -3519272.250544 + Penalty 4962.101778 = -3514310.148767
  nChanged 1062
		SP:Iteration 6Q (50812.670000 sec): 3 clusters
  Score: Raw -3519827.264070 + Penalty 4962.101778 = -3514865.162292
  nChanged 1045
		SP:Iteration 7Q (50813.030000 sec): 3 clusters
  Score: Raw -3520358.914087 + Penalty 4962.101778 = -3515396.812309
  nChanged 1002
		SP:Iteration 8Q (50813.390000 sec): 3 clusters
  Score: Raw -3520906.822458 + Penalty 4962.101778 = -3515944.720680
  nChanged 1014
		SP:Iteration 9Q (50813.740000 sec): 3 clusters
  Score: Raw -3521469.039783 + Penalty 4962.101778 = -3516506.938005
  nChanged 957
		SP:Iteration 10Q (50814.100000 sec): 3 clusters
  Score: Raw -3522003.905717 + Penalty 4962.101778 = -3517041.803939
  nChanged 889
		SP:Iteration 11Q (50814.450000 sec): 3 clusters
  Score: Raw -3522595.514567 + Penalty 4962.101778 = -3517633.412789
  nChanged 837
		SP:Iteration 12Q (50814.810000 sec): 3 clusters
  Score: Raw -3523114.004326 + Penalty 4962.101778 = -3518151.902548
  nChanged 709
		SP:Iteration 13Q (50815.160000 sec): 3 clusters
  Score: Raw -3523469.826054 + Penalty 4962.101778 = -3518507.724276
  nChanged 521
		SP:Iteration 14Q (50815.520000 sec): 3 clusters
  Score: Raw -3523684.538676 + Penalty 4962.101778 = -3518722.436898
  nChanged 397
		SP:Iteration 15Q (50815.880000 sec): 3 clusters
  Score: Raw -3523821.446773 + Penalty 4962.101778 = -3518859.344995
  nChanged 305
		SP:Iteration 16Q (50816.280000 sec): 3 clusters
  Score: Raw -3523922.732440 + Penalty 4962.101778 = -3518960.630662
  nChanged 286
		SP:Iteration 17Q (50816.640000 sec): 3 clusters
  Score: Raw -3524004.154471 + Penalty 4962.101778 = -3519042.052693
  nChanged 231
		SP:Iteration 18Q (50816.990000 sec): 3 clusters
  Score: Raw -3524060.854658 + Penalty 4962.101778 = -3519098.752880
  nChanged 184
		SP:Iteration 19Q (50817.350000 sec): 3 clusters
  Score: Raw -3524102.813871 + Penalty 4962.101778 = -3519140.712093
  nChanged 154
		SP:Iteration 20F (50817.710000 sec): 3 clusters
  Score: Raw -3524135.532850 + Penalty 4962.101778 = -3519173.431072
  nChanged 135
		SP:Iteration 21Q (50818.090000 sec): 3 clusters
  Score: Raw -3524161.704294 + Penalty 4962.101778 = -3519199.602516
  nChanged 121
		SP:Iteration 22Q (50818.430000 sec): 3 clusters
  Score: Raw -3524182.517057 + Penalty 4962.101778 = -3519220.415279
  nChanged 95
		SP:Iteration 23Q (50818.800000 sec): 3 clusters
  Score: Raw -3524200.226737 + Penalty 4962.101778 = -3519238.124959
  nChanged 95
		SP:Iteration 24Q (50819.170000 sec): 3 clusters
  Score: Raw -3524218.556047 + Penalty 4962.101778 = -3519256.454269
  nChanged 99
		SP:Iteration 25Q (50819.530000 sec): 3 clusters
  Score: Raw -3524235.622184 + Penalty 4962.101778 = -3519273.520406
  nChanged 102
		SP:Iteration 26Q (50819.850000 sec): 3 clusters
  Score: Raw -3524252.794854 + Penalty 4962.101778 = -3519290.693076
  nChanged 106
		SP:Iteration 27Q (50820.170000 sec): 3 clusters
  Score: Raw -3524271.831832 + Penalty 4962.101778 = -3519309.730054
  nChanged 106
		SP:Iteration 28Q (50820.490000 sec): 3 clusters
  Score: Raw -3524291.489965 + Penalty 4962.101778 = -3519329.388187
  nChanged 93
		SP:Iteration 29Q (50820.810000 sec): 3 clusters
  Score: Raw -3524308.969876 + Penalty 4962.101778 = -3519346.868098
  nChanged 98
		SP:Iteration 30Q (50821.130000 sec): 3 clusters
  Score: Raw -3524327.365574 + Penalty 4962.101778 = -3519365.263796
  nChanged 105
		SP:Iteration 31Q (50821.450000 sec): 3 clusters
  Score: Raw -3524348.534216 + Penalty 4962.101778 = -3519386.432438
  nChanged 106
		SP:Iteration 32Q (50821.770000 sec): 3 clusters
  Score: Raw -3524369.094102 + Penalty 4962.101778 = -3519406.992324
  nChanged 101
		SP:Iteration 33Q (50822.090000 sec): 3 clusters
  Score: Raw -3524390.225713 + Penalty 4962.101778 = -3519428.123935
  nChanged 103
		SP:Iteration 34Q (50822.410000 sec): 3 clusters
  Score: Raw -3524412.561130 + Penalty 4962.101778 = -3519450.459352
  nChanged 102
		SP:Iteration 35Q (50822.730000 sec): 3 clusters
  Score: Raw -3524431.636067 + Penalty 4962.101778 = -3519469.534289
  nChanged 85
		SP:Iteration 36Q (50823.050000 sec): 3 clusters
  Score: Raw -3524451.025192 + Penalty 4962.101778 = -3519488.923414
  nChanged 98
		SP:Iteration 37Q (50823.370000 sec): 3 clusters
  Score: Raw -3524476.024707 + Penalty 4962.101778 = -3519513.922929
  nChanged 111
		SP:Iteration 38Q (50823.690000 sec): 3 clusters
  Score: Raw -3524503.321431 + Penalty 4962.101778 = -3519541.219653
  nChanged 113
		SP:Iteration 39Q (50824.010000 sec): 3 clusters
  Score: Raw -3524533.360284 + Penalty 4962.101778 = -3519571.258506
  nChanged 131
		SP:Iteration 40F (50824.330000 sec): 3 clusters
  Score: Raw -3524566.074206 + Penalty 4962.101778 = -3519603.972428
  nChanged 114
		SP:Iteration 41Q (50824.660000 sec): 3 clusters
  Score: Raw -3524590.669187 + Penalty 4962.101778 = -3519628.567409
  nChanged 97
		SP:Iteration 42Q (50824.980000 sec): 3 clusters
  Score: Raw -3524610.287535 + Penalty 4962.101778 = -3519648.185757
  nChanged 105
		SP:Iteration 43Q (50825.310000 sec): 3 clusters
  Score: Raw -3524633.307373 + Penalty 4962.101778 = -3519671.205595
  nChanged 96
		SP:Iteration 44Q (50825.630000 sec): 3 clusters
  Score: Raw -3524653.544219 + Penalty 4962.101778 = -3519691.442441
  nChanged 78
		SP:Iteration 45Q (50825.950000 sec): 3 clusters
  Score: Raw -3524668.189182 + Penalty 4962.101778 = -3519706.087404
  nChanged 104
		SP:Iteration 46Q (50826.280000 sec): 3 clusters
  Score: Raw -3524691.165927 + Penalty 4962.101778 = -3519729.064149
  nChanged 105
		SP:Iteration 47Q (50826.600000 sec): 3 clusters
  Score: Raw -3524717.778584 + Penalty 4962.101778 = -3519755.676806
  nChanged 107
		SP:Iteration 48Q (50826.930000 sec): 3 clusters
  Score: Raw -3524742.296130 + Penalty 4962.101778 = -3519780.194352
  nChanged 99
		SP:Iteration 49Q (50827.250000 sec): 3 clusters
  Score: Raw -3524761.902646 + Penalty 4962.101778 = -3519799.800868
  nChanged 98
		SP:Iteration 50Q (50827.570000 sec): 3 clusters
  Score: Raw -3524780.915514 + Penalty 4962.101778 = -3519818.813736
  nChanged 86
		SP:Iteration 51Q (50827.900000 sec): 3 clusters
  Score: Raw -3524796.929232 + Penalty 4962.101778 = -3519834.827454
  nChanged 75
		SP:Iteration 52Q (50828.290000 sec): 3 clusters
  Score: Raw -3524809.554965 + Penalty 4962.101778 = -3519847.453187
  nChanged 82
		SP:Iteration 53Q (50828.570000 sec): 3 clusters
  Score: Raw -3524822.888694 + Penalty 4962.101778 = -3519860.786916
  nChanged 72
		SP:Iteration 54Q (50828.970000 sec): 3 clusters
  Score: Raw -3524836.879905 + Penalty 4962.101778 = -3519874.778127
  nChanged 55
		SP:Iteration 55Q (50829.280000 sec): 3 clusters
  Score: Raw -3524844.848518 + Penalty 4962.101778 = -3519882.746740
  nChanged 34
		SP:Iteration 56Q (50829.640000 sec): 3 clusters
  Score: Raw -3524849.804190 + Penalty 4962.101778 = -3519887.702412
  nChanged 39
		SP:Iteration 57Q (50829.970000 sec): 3 clusters
  Score: Raw -3524855.207494 + Penalty 4962.101778 = -3519893.105716
  nChanged 35
		SP:Iteration 58Q (50830.320000 sec): 3 clusters
  Score: Raw -3524858.965194 + Penalty 4962.101778 = -3519896.863416
  nChanged 30
		SP:Iteration 59Q (50830.690000 sec): 3 clusters
  Score: Raw -3524862.893641 + Penalty 4962.101778 = -3519900.791863
  nChanged 25
		SP:Iteration 60F (50831.010000 sec): 3 clusters
  Score: Raw -3524866.428832 + Penalty 4962.101778 = -3519904.327054
  nChanged 28
		SP:Iteration 61Q (50831.310000 sec): 3 clusters
  Score: Raw -3524869.585495 + Penalty 4962.101778 = -3519907.483717
  nChanged 30
		SP:Iteration 62Q (50831.670000 sec): 3 clusters
  Score: Raw -3524873.808141 + Penalty 4962.101778 = -3519911.706363
  nChanged 39
		SP:Iteration 63Q (50832.030000 sec): 3 clusters
  Score: Raw -3524878.985171 + Penalty 4962.101778 = -3519916.883393
  nChanged 34
		SP:Iteration 64Q (50832.390000 sec): 3 clusters
  Score: Raw -3524882.944945 + Penalty 4962.101778 = -3519920.843167
  nChanged 29
		SP:Iteration 65Q (50832.760000 sec): 3 clusters
  Score: Raw -3524886.546980 + Penalty 4962.101778 = -3519924.445202
  nChanged 31
		SP:Iteration 66Q (50833.060000 sec): 3 clusters
  Score: Raw -3524890.361312 + Penalty 4962.101778 = -3519928.259534
  nChanged 20
		SP:Iteration 67Q (50833.360000 sec): 3 clusters
  Score: Raw -3524892.578416 + Penalty 4962.101778 = -3519930.476638
  nChanged 15
		SP:Iteration 68Q (50833.710000 sec): 3 clusters
  Score: Raw -3524894.080158 + Penalty 4962.101778 = -3519931.978380
  nChanged 11
		SP:Iteration 69Q (50834.070000 sec): 3 clusters
  Score: Raw -3524895.048714 + Penalty 4962.101778 = -3519932.946936
  nChanged 5
		SP:Iteration 70Q (50834.340000 sec): 3 clusters
  Score: Raw -3524895.346150 + Penalty 4962.101778 = -3519933.244372
  nChanged 3
		SP:Iteration 71Q (50834.650000 sec): 3 clusters
  Score: Raw -3524895.647134 + Penalty 4962.101778 = -3519933.545356
  nChanged 1
		SP:Iteration 72Q (50834.990000 sec): 3 clusters
  Score: Raw -3524895.722789 + Penalty 4962.101778 = -3519933.621011
  nChanged 2
		SP:Iteration 73Q (50835.290000 sec): 3 clusters
  Score: Raw -3524895.895967 + Penalty 4962.101778 = -3519933.794189
  nChanged 5
		SP:Iteration 74Q (50835.670000 sec): 3 clusters
  Score: Raw -3524896.297024 + Penalty 4962.101778 = -3519934.195246
  nChanged 6
		SP:Iteration 75Q (50835.960000 sec): 3 clusters
  Score: Raw -3524896.750081 + Penalty 4962.101778 = -3519934.648303
  nChanged 4
		SP:Iteration 76Q (50836.320000 sec): 3 clusters
  Score: Raw -3524896.977714 + Penalty 4962.101778 = -3519934.875936
  nChanged 2
		SP:Iteration 77Q (50836.630000 sec): 3 clusters
  Score: Raw -3524897.199703 + Penalty 4962.101778 = -3519935.097925
  nChanged 0
		SP:Iteration 78F (50836.960000 sec): 3 clusters
  Score: Raw -3524897.199703 + Penalty 4962.101778 = -3519935.097925
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (6774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50837.060000 sec): 2 clusters
  Score: Raw -1083944.663658 + Penalty 2187.570064 = -1081757.093594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50837.280000 sec): 3 clusters
  Score: Raw -1080531.234833 + Penalty 4375.140129 = -1076156.094705
  nChanged 2687
		SP:Iteration 1F (50837.520000 sec): 3 clusters
  Score: Raw -1082047.701381 + Penalty 4375.140129 = -1077672.561252
  nChanged 505
		SP:Iteration 2F (50837.680000 sec): 3 clusters
  Score: Raw -1082344.456154 + Penalty 4375.140129 = -1077969.316025
  nChanged 377
		SP:Iteration 3F (50837.880000 sec): 3 clusters
  Score: Raw -1082535.827205 + Penalty 4375.140129 = -1078160.687076
  nChanged 271
		SP:Iteration 4Q (50838.090000 sec): 3 clusters
  Score: Raw -1082670.661938 + Penalty 4375.140129 = -1078295.521810
  nChanged 225
		SP:Iteration 5Q (50838.290000 sec): 3 clusters
  Score: Raw -1082799.751592 + Penalty 4375.140129 = -1078424.611463
  nChanged 238
		SP:Iteration 6Q (50838.500000 sec): 3 clusters
  Score: Raw -1082945.186008 + Penalty 4375.140129 = -1078570.045879
  nChanged 281
		SP:Iteration 7Q (50838.660000 sec): 3 clusters
  Score: Raw -1083139.149530 + Penalty 4375.140129 = -1078764.009402
  nChanged 323
		SP:Iteration 8Q (50838.870000 sec): 3 clusters
  Score: Raw -1083386.909518 + Penalty 4375.140129 = -1079011.769390
  nChanged 320
		SP:Iteration 9Q (50839.070000 sec): 3 clusters
  Score: Raw -1083653.847123 + Penalty 4375.140129 = -1079278.706994
  nChanged 331
		SP:Iteration 10Q (50839.350000 sec): 3 clusters
  Score: Raw -1083942.276793 + Penalty 4375.140129 = -1079567.136664
  nChanged 318
		SP:Iteration 11Q (50839.500000 sec): 3 clusters
  Score: Raw -1084247.212973 + Penalty 4375.140129 = -1079872.072845
  nChanged 298
		SP:Iteration 12Q (50839.760000 sec): 3 clusters
  Score: Raw -1084504.401391 + Penalty 4375.140129 = -1080129.261262
  nChanged 247
		SP:Iteration 13Q (50839.910000 sec): 3 clusters
  Score: Raw -1084690.376585 + Penalty 4375.140129 = -1080315.236456
  nChanged 155
		SP:Iteration 14Q (50840.110000 sec): 3 clusters
  Score: Raw -1084772.940506 + Penalty 4375.140129 = -1080397.800377
  nChanged 94
		SP:Iteration 15Q (50840.290000 sec): 3 clusters
  Score: Raw -1084820.192615 + Penalty 4375.140129 = -1080445.052486
  nChanged 82
		SP:Iteration 16Q (50840.460000 sec): 3 clusters
  Score: Raw -1084857.117315 + Penalty 4375.140129 = -1080481.977186
  nChanged 62
		SP:Iteration 17Q (50840.680000 sec): 3 clusters
  Score: Raw -1084880.312984 + Penalty 4375.140129 = -1080505.172855
  nChanged 56
		SP:Iteration 18Q (50840.890000 sec): 3 clusters
  Score: Raw -1084903.004117 + Penalty 4375.140129 = -1080527.863989
  nChanged 46
		SP:Iteration 19Q (50841.020000 sec): 3 clusters
  Score: Raw -1084923.448958 + Penalty 4375.140129 = -1080548.308830
  nChanged 54
		SP:Iteration 20F (50841.180000 sec): 3 clusters
  Score: Raw -1084948.716005 + Penalty 4375.140129 = -1080573.575877
  nChanged 54
		SP:Iteration 21Q (50841.360000 sec): 3 clusters
  Score: Raw -1084970.609461 + Penalty 4375.140129 = -1080595.469333
  nChanged 42
		SP:Iteration 22Q (50841.540000 sec): 3 clusters
  Score: Raw -1084985.178898 + Penalty 4375.140129 = -1080610.038769
  nChanged 29
		SP:Iteration 23Q (50841.680000 sec): 3 clusters
  Score: Raw -1084994.708173 + Penalty 4375.140129 = -1080619.568045
  nChanged 27
		SP:Iteration 24Q (50841.850000 sec): 3 clusters
  Score: Raw -1085002.565758 + Penalty 4375.140129 = -1080627.425630
  nChanged 17
		SP:Iteration 25Q (50842.060000 sec): 3 clusters
  Score: Raw -1085006.986854 + Penalty 4375.140129 = -1080631.846726
  nChanged 21
		SP:Iteration 26Q (50842.300000 sec): 3 clusters
  Score: Raw -1085012.573332 + Penalty 4375.140129 = -1080637.433203
  nChanged 15
		SP:Iteration 27Q (50842.500000 sec): 3 clusters
  Score: Raw -1085016.114636 + Penalty 4375.140129 = -1080640.974508
  nChanged 20
		SP:Iteration 28Q (50842.690000 sec): 3 clusters
  Score: Raw -1085022.090658 + Penalty 4375.140129 = -1080646.950529
  nChanged 14
		SP:Iteration 29Q (50842.890000 sec): 3 clusters
  Score: Raw -1085025.480344 + Penalty 4375.140129 = -1080650.340215
  nChanged 12
		SP:Iteration 30Q (50843.020000 sec): 3 clusters
  Score: Raw -1085028.373025 + Penalty 4375.140129 = -1080653.232896
  nChanged 11
		SP:Iteration 31Q (50843.200000 sec): 3 clusters
  Score: Raw -1085031.098976 + Penalty 4375.140129 = -1080655.958847
  nChanged 12
		SP:Iteration 32Q (50843.370000 sec): 3 clusters
  Score: Raw -1085034.022360 + Penalty 4375.140129 = -1080658.882232
  nChanged 8
		SP:Iteration 33Q (50843.610000 sec): 3 clusters
  Score: Raw -1085036.208710 + Penalty 4375.140129 = -1080661.068582
  nChanged 4
		SP:Iteration 34Q (50843.760000 sec): 3 clusters
  Score: Raw -1085036.911171 + Penalty 4375.140129 = -1080661.771043
  nChanged 3
		SP:Iteration 35Q (50843.990000 sec): 3 clusters
  Score: Raw -1085037.415555 + Penalty 4375.140129 = -1080662.275427
  nChanged 1
		SP:Iteration 36Q (50844.150000 sec): 3 clusters
  Score: Raw -1085037.578919 + Penalty 4375.140129 = -1080662.438791
  nChanged 0
		SP:Iteration 37F (50844.320000 sec): 3 clusters
  Score: Raw -1085037.578919 + Penalty 4375.140129 = -1080662.438791
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50844.450000 sec): 2 clusters
  Score: Raw -945655.317063 + Penalty 2157.851379 = -943497.465684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50844.550000 sec): 3 clusters
  Score: Raw -942715.379633 + Penalty 4315.702758 = -938399.676876
  nChanged 2312
		SP:Iteration 1F (50844.720000 sec): 3 clusters
  Score: Raw -944007.018855 + Penalty 4315.702758 = -939691.316098
  nChanged 411
		SP:Iteration 2F (50844.990000 sec): 3 clusters
  Score: Raw -944248.309049 + Penalty 4315.702758 = -939932.606292
  nChanged 307
		SP:Iteration 3F (50845.140000 sec): 3 clusters
  Score: Raw -944413.133992 + Penalty 4315.702758 = -940097.431234
  nChanged 259
		SP:Iteration 4Q (50845.350000 sec): 3 clusters
  Score: Raw -944543.328990 + Penalty 4315.702758 = -940227.626232
  nChanged 224
		SP:Iteration 5Q (50845.600000 sec): 3 clusters
  Score: Raw -944661.503645 + Penalty 4315.702758 = -940345.800888
  nChanged 185
		SP:Iteration 6Q (50845.790000 sec): 3 clusters
  Score: Raw -944752.369240 + Penalty 4315.702758 = -940436.666482
  nChanged 169
		SP:Iteration 7Q (50846.030000 sec): 3 clusters
  Score: Raw -944843.503502 + Penalty 4315.702758 = -940527.800744
  nChanged 176
		SP:Iteration 8Q (50846.220000 sec): 3 clusters
  Score: Raw -944927.643817 + Penalty 4315.702758 = -940611.941060
  nChanged 173
		SP:Iteration 9Q (50846.430000 sec): 3 clusters
  Score: Raw -945014.484470 + Penalty 4315.702758 = -940698.781713
  nChanged 160
		SP:Iteration 10Q (50846.600000 sec): 3 clusters
  Score: Raw -945096.380196 + Penalty 4315.702758 = -940780.677439
  nChanged 146
		SP:Iteration 11Q (50846.810000 sec): 3 clusters
  Score: Raw -945168.890644 + Penalty 4315.702758 = -940853.187886
  nChanged 144
		SP:Iteration 12Q (50846.990000 sec): 3 clusters
  Score: Raw -945239.257057 + Penalty 4315.702758 = -940923.554300
  nChanged 123
		SP:Iteration 13Q (50847.180000 sec): 3 clusters
  Score: Raw -945298.860953 + Penalty 4315.702758 = -940983.158195
  nChanged 140
		SP:Iteration 14Q (50847.380000 sec): 3 clusters
  Score: Raw -945362.844527 + Penalty 4315.702758 = -941047.141769
  nChanged 110
		SP:Iteration 15Q (50847.590000 sec): 3 clusters
  Score: Raw -945421.905283 + Penalty 4315.702758 = -941106.202525
  nChanged 120
		SP:Iteration 16Q (50847.800000 sec): 3 clusters
  Score: Raw -945486.523093 + Penalty 4315.702758 = -941170.820335
  nChanged 100
		SP:Iteration 17Q (50847.990000 sec): 3 clusters
  Score: Raw -945535.113511 + Penalty 4315.702758 = -941219.410753
  nChanged 91
		SP:Iteration 18Q (50848.200000 sec): 3 clusters
  Score: Raw -945577.977360 + Penalty 4315.702758 = -941262.274602
  nChanged 71
		SP:Iteration 19Q (50848.350000 sec): 3 clusters
  Score: Raw -945613.052654 + Penalty 4315.702758 = -941297.349896
  nChanged 60
		SP:Iteration 20F (50848.480000 sec): 3 clusters
  Score: Raw -945645.522896 + Penalty 4315.702758 = -941329.820139
  nChanged 65
		SP:Iteration 21Q (50848.730000 sec): 3 clusters
  Score: Raw -945682.727535 + Penalty 4315.702758 = -941367.024777
  nChanged 74
		SP:Iteration 22Q (50848.860000 sec): 3 clusters
  Score: Raw -945727.534799 + Penalty 4315.702758 = -941411.832041
  nChanged 72
		SP:Iteration 23Q (50849.020000 sec): 3 clusters
  Score: Raw -945772.072533 + Penalty 4315.702758 = -941456.369776
  nChanged 68
		SP:Iteration 24Q (50849.270000 sec): 3 clusters
  Score: Raw -945812.700742 + Penalty 4315.702758 = -941496.997984
  nChanged 56
		SP:Iteration 25Q (50849.470000 sec): 3 clusters
  Score: Raw -945843.836266 + Penalty 4315.702758 = -941528.133508
  nChanged 53
		SP:Iteration 26Q (50849.630000 sec): 3 clusters
  Score: Raw -945873.944344 + Penalty 4315.702758 = -941558.241587
  nChanged 52
		SP:Iteration 27Q (50849.800000 sec): 3 clusters
  Score: Raw -945905.495420 + Penalty 4315.702758 = -941589.792662
  nChanged 39
		SP:Iteration 28Q (50850.040000 sec): 3 clusters
  Score: Raw -945927.554759 + Penalty 4315.702758 = -941611.852002
  nChanged 30
		SP:Iteration 29Q (50850.250000 sec): 3 clusters
  Score: Raw -945940.461105 + Penalty 4315.702758 = -941624.758348
  nChanged 24
		SP:Iteration 30Q (50850.460000 sec): 3 clusters
  Score: Raw -945952.357398 + Penalty 4315.702758 = -941636.654640
  nChanged 20
		SP:Iteration 31Q (50850.660000 sec): 3 clusters
  Score: Raw -945961.706749 + Penalty 4315.702758 = -941646.003992
  nChanged 12
		SP:Iteration 32Q (50850.860000 sec): 3 clusters
  Score: Raw -945967.362485 + Penalty 4315.702758 = -941651.659727
  nChanged 12
		SP:Iteration 33Q (50851.060000 sec): 3 clusters
  Score: Raw -945972.409451 + Penalty 4315.702758 = -941656.706693
  nChanged 10
		SP:Iteration 34Q (50851.190000 sec): 3 clusters
  Score: Raw -945976.474762 + Penalty 4315.702758 = -941660.772005
  nChanged 4
		SP:Iteration 35Q (50851.380000 sec): 3 clusters
  Score: Raw -945979.088498 + Penalty 4315.702758 = -941663.385741
  nChanged 8
		SP:Iteration 36Q (50851.540000 sec): 3 clusters
  Score: Raw -945983.057594 + Penalty 4315.702758 = -941667.354837
  nChanged 6
		SP:Iteration 37Q (50851.770000 sec): 3 clusters
  Score: Raw -945986.752490 + Penalty 4315.702758 = -941671.049733
  nChanged 7
		SP:Iteration 38Q (50851.940000 sec): 3 clusters
  Score: Raw -945991.314461 + Penalty 4315.702758 = -941675.611703
  nChanged 9
		SP:Iteration 39Q (50852.120000 sec): 3 clusters
  Score: Raw -945995.471792 + Penalty 4315.702758 = -941679.769035
  nChanged 5
		SP:Iteration 40F (50852.320000 sec): 3 clusters
  Score: Raw -945999.061627 + Penalty 4315.702758 = -941683.358869
  nChanged 12
		SP:Iteration 41Q (50852.510000 sec): 3 clusters
  Score: Raw -946004.699703 + Penalty 4315.702758 = -941688.996945
  nChanged 8
		SP:Iteration 42Q (50852.790000 sec): 3 clusters
  Score: Raw -946007.949946 + Penalty 4315.702758 = -941692.247188
  nChanged 6
		SP:Iteration 43Q (50852.970000 sec): 3 clusters
  Score: Raw -946010.624148 + Penalty 4315.702758 = -941694.921390
  nChanged 4
		SP:Iteration 44Q (50853.180000 sec): 3 clusters
  Score: Raw -946013.147808 + Penalty 4315.702758 = -941697.445050
  nChanged 6
		SP:Iteration 45Q (50853.390000 sec): 3 clusters
  Score: Raw -946015.853433 + Penalty 4315.702758 = -941700.150675
  nChanged 1
		SP:Iteration 46Q (50853.640000 sec): 3 clusters
  Score: Raw -946016.087821 + Penalty 4315.702758 = -941700.385064
  nChanged 1
		SP:Iteration 47Q (50853.830000 sec): 3 clusters
  Score: Raw -946016.417959 + Penalty 4315.702758 = -941700.715202
  nChanged 2
		SP:Iteration 48Q (50854.020000 sec): 3 clusters
  Score: Raw -946017.431309 + Penalty 4315.702758 = -941701.728551
  nChanged 4
		SP:Iteration 49Q (50854.200000 sec): 3 clusters
  Score: Raw -946018.642306 + Penalty 4315.702758 = -941702.939548
  nChanged 1
		SP:Iteration 50Q (50854.390000 sec): 3 clusters
  Score: Raw -946019.146277 + Penalty 4315.702758 = -941703.443520
  nChanged 2
		SP:Iteration 51Q (50854.660000 sec): 3 clusters
  Score: Raw -946020.200557 + Penalty 4315.702758 = -941704.497800
  nChanged 5
		SP:Iteration 52Q (50854.900000 sec): 3 clusters
  Score: Raw -946022.661015 + Penalty 4315.702758 = -941706.958258
  nChanged 8
		SP:Iteration 53Q (50855.120000 sec): 3 clusters
  Score: Raw -946026.467401 + Penalty 4315.702758 = -941710.764643
  nChanged 2
		SP:Iteration 54Q (50855.300000 sec): 3 clusters
  Score: Raw -946027.211132 + Penalty 4315.702758 = -941711.508374
  nChanged 5
		SP:Iteration 55Q (50855.480000 sec): 3 clusters
  Score: Raw -946029.037703 + Penalty 4315.702758 = -941713.334946
  nChanged 1
		SP:Iteration 56Q (50855.620000 sec): 3 clusters
  Score: Raw -946029.192340 + Penalty 4315.702758 = -941713.489583
  nChanged 1
		SP:Iteration 57Q (50855.800000 sec): 3 clusters
  Score: Raw -946029.565000 + Penalty 4315.702758 = -941713.862242
  nChanged 2
		SP:Iteration 58Q (50855.960000 sec): 3 clusters
  Score: Raw -946030.844229 + Penalty 4315.702758 = -941715.141471
  nChanged 2
		SP:Iteration 59Q (50856.160000 sec): 3 clusters
  Score: Raw -946031.640690 + Penalty 4315.702758 = -941715.937932
  nChanged 2
		SP:Iteration 60F (50856.370000 sec): 3 clusters
  Score: Raw -946032.458652 + Penalty 4315.702758 = -941716.755894
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (15039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50856.580000 sec): 2 clusters
  Score: Raw -2194413.722688 + Penalty 2385.363722 = -2192028.358965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50856.820000 sec): 3 clusters
  Score: Raw -2185989.102681 + Penalty 4770.727445 = -2181218.375237
  nChanged 6473
		SP:Iteration 1F (50857.160000 sec): 3 clusters
  Score: Raw -2189853.980890 + Penalty 4770.727445 = -2185083.253446
  nChanged 1144
		SP:Iteration 2F (50857.390000 sec): 3 clusters
  Score: Raw -2190595.702018 + Penalty 4770.727445 = -2185824.974573
  nChanged 1029
		SP:Iteration 3F (50857.710000 sec): 3 clusters
  Score: Raw -2191300.687481 + Penalty 4770.727445 = -2186529.960036
  nChanged 950
		SP:Iteration 4F (50858.020000 sec): 3 clusters
  Score: Raw -2191973.859310 + Penalty 4770.727445 = -2187203.131866
  nChanged 876
		SP:Iteration 5F (50858.280000 sec): 3 clusters
  Score: Raw -2192688.159985 + Penalty 4770.727445 = -2187917.432540
  nChanged 876
		SP:Iteration 6F (50858.600000 sec): 3 clusters
  Score: Raw -2193389.521192 + Penalty 4770.727445 = -2188618.793747
  nChanged 822
		SP:Iteration 7F (50858.830000 sec): 3 clusters
  Score: Raw -2193980.197059 + Penalty 4770.727445 = -2189209.469614
  nChanged 686
		SP:Iteration 8Q (50859.060000 sec): 3 clusters
  Score: Raw -2194468.777621 + Penalty 4770.727445 = -2189698.050176
  nChanged 569
		SP:Iteration 9Q (50859.270000 sec): 3 clusters
  Score: Raw -2194875.407149 + Penalty 4770.727445 = -2190104.679705
  nChanged 501
		SP:Iteration 10Q (50859.540000 sec): 3 clusters
  Score: Raw -2195229.983614 + Penalty 4770.727445 = -2190459.256170
  nChanged 380
		SP:Iteration 11Q (50859.740000 sec): 3 clusters
  Score: Raw -2195469.500090 + Penalty 4770.727445 = -2190698.772645
  nChanged 310
		SP:Iteration 12Q (50859.940000 sec): 3 clusters
  Score: Raw -2195637.206724 + Penalty 4770.727445 = -2190866.479279
  nChanged 261
		SP:Iteration 13Q (50860.190000 sec): 3 clusters
  Score: Raw -2195755.393002 + Penalty 4770.727445 = -2190984.665558
  nChanged 230
		SP:Iteration 14Q (50860.410000 sec): 3 clusters
  Score: Raw -2195852.392911 + Penalty 4770.727445 = -2191081.665467
  nChanged 201
		SP:Iteration 15Q (50860.670000 sec): 3 clusters
  Score: Raw -2195938.363433 + Penalty 4770.727445 = -2191167.635989
  nChanged 183
		SP:Iteration 16Q (50860.930000 sec): 3 clusters
  Score: Raw -2196006.240961 + Penalty 4770.727445 = -2191235.513516
  nChanged 162
		SP:Iteration 17Q (50861.170000 sec): 3 clusters
  Score: Raw -2196059.853459 + Penalty 4770.727445 = -2191289.126015
  nChanged 138
		SP:Iteration 18Q (50861.390000 sec): 3 clusters
  Score: Raw -2196102.306539 + Penalty 4770.727445 = -2191331.579095
  nChanged 119
		SP:Iteration 19Q (50861.660000 sec): 3 clusters
  Score: Raw -2196141.628062 + Penalty 4770.727445 = -2191370.900617
  nChanged 117
		SP:Iteration 20F (50861.970000 sec): 3 clusters
  Score: Raw -2196182.105461 + Penalty 4770.727445 = -2191411.378016
  nChanged 117
		SP:Iteration 21Q (50862.240000 sec): 3 clusters
  Score: Raw -2196218.331546 + Penalty 4770.727445 = -2191447.604101
  nChanged 106
		SP:Iteration 22Q (50862.490000 sec): 3 clusters
  Score: Raw -2196256.883079 + Penalty 4770.727445 = -2191486.155634
  nChanged 113
		SP:Iteration 23Q (50862.710000 sec): 3 clusters
  Score: Raw -2196302.972847 + Penalty 4770.727445 = -2191532.245402
  nChanged 120
		SP:Iteration 24Q (50862.940000 sec): 3 clusters
  Score: Raw -2196349.419100 + Penalty 4770.727445 = -2191578.691656
  nChanged 115
		SP:Iteration 25Q (50863.150000 sec): 3 clusters
  Score: Raw -2196393.046946 + Penalty 4770.727445 = -2191622.319502
  nChanged 99
		SP:Iteration 26Q (50863.410000 sec): 3 clusters
  Score: Raw -2196430.258572 + Penalty 4770.727445 = -2191659.531127
  nChanged 99
		SP:Iteration 27Q (50863.630000 sec): 3 clusters
  Score: Raw -2196465.502465 + Penalty 4770.727445 = -2191694.775020
  nChanged 85
		SP:Iteration 28Q (50863.840000 sec): 3 clusters
  Score: Raw -2196493.207570 + Penalty 4770.727445 = -2191722.480126
  nChanged 78
		SP:Iteration 29Q (50864.090000 sec): 3 clusters
  Score: Raw -2196517.062937 + Penalty 4770.727445 = -2191746.335492
  nChanged 63
		SP:Iteration 30Q (50864.320000 sec): 3 clusters
  Score: Raw -2196537.128043 + Penalty 4770.727445 = -2191766.400598
  nChanged 58
		SP:Iteration 31Q (50864.530000 sec): 3 clusters
  Score: Raw -2196557.654147 + Penalty 4770.727445 = -2191786.926703
  nChanged 61
		SP:Iteration 32Q (50864.870000 sec): 3 clusters
  Score: Raw -2196574.483712 + Penalty 4770.727445 = -2191803.756268
  nChanged 39
		SP:Iteration 33Q (50865.190000 sec): 3 clusters
  Score: Raw -2196581.967479 + Penalty 4770.727445 = -2191811.240034
  nChanged 29
		SP:Iteration 34Q (50865.480000 sec): 3 clusters
  Score: Raw -2196587.798467 + Penalty 4770.727445 = -2191817.071022
  nChanged 27
		SP:Iteration 35Q (50865.760000 sec): 3 clusters
  Score: Raw -2196593.745579 + Penalty 4770.727445 = -2191823.018134
  nChanged 16
		SP:Iteration 36Q (50866.020000 sec): 3 clusters
  Score: Raw -2196596.949371 + Penalty 4770.727445 = -2191826.221927
  nChanged 10
		SP:Iteration 37Q (50866.290000 sec): 3 clusters
  Score: Raw -2196599.271134 + Penalty 4770.727445 = -2191828.543689
  nChanged 12
		SP:Iteration 38Q (50866.580000 sec): 3 clusters
  Score: Raw -2196601.377248 + Penalty 4770.727445 = -2191830.649804
  nChanged 8
		SP:Iteration 39Q (50866.850000 sec): 3 clusters
  Score: Raw -2196602.586463 + Penalty 4770.727445 = -2191831.859018
  nChanged 8
		SP:Iteration 40F (50867.210000 sec): 3 clusters
  Score: Raw -2196604.500767 + Penalty 4770.727445 = -2191833.773322
  nChanged 6
		SP:Iteration 41Q (50867.510000 sec): 3 clusters
  Score: Raw -2196605.274335 + Penalty 4770.727445 = -2191834.546890
  nChanged 6
		SP:Iteration 42Q (50867.750000 sec): 3 clusters
  Score: Raw -2196605.870074 + Penalty 4770.727445 = -2191835.142629
  nChanged 4
		SP:Iteration 43Q (50867.980000 sec): 3 clusters
  Score: Raw -2196606.397211 + Penalty 4770.727445 = -2191835.669766
  nChanged 3
		SP:Iteration 44Q (50868.250000 sec): 3 clusters
  Score: Raw -2196606.797698 + Penalty 4770.727445 = -2191836.070254
  nChanged 4
		SP:Iteration 45Q (50868.550000 sec): 3 clusters
  Score: Raw -2196607.315303 + Penalty 4770.727445 = -2191836.587858
  nChanged 3
		SP:Iteration 46Q (50868.850000 sec): 3 clusters
  Score: Raw -2196607.518895 + Penalty 4770.727445 = -2191836.791450
  nChanged 1
		SP:Iteration 47Q (50869.170000 sec): 3 clusters
  Score: Raw -2196607.578348 + Penalty 4770.727445 = -2191836.850904
  nChanged 1
		SP:Iteration 48Q (50869.460000 sec): 3 clusters
  Score: Raw -2196607.702170 + Penalty 4770.727445 = -2191836.974725
  nChanged 1
		SP:Iteration 49Q (50869.700000 sec): 3 clusters
  Score: Raw -2196607.729027 + Penalty 4770.727445 = -2191837.001582
  nChanged 0
		SP:Iteration 50F (50869.950000 sec): 3 clusters
  Score: Raw -2196607.729027 + Penalty 4770.727445 = -2191837.001582
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (31322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50870.250000 sec): 2 clusters
  Score: Raw -4962995.352631 + Penalty 2567.314849 = -4960428.037782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50870.680000 sec): 3 clusters
  Score: Raw -4944110.596568 + Penalty 5134.629698 = -4938975.966870
  nChanged 14252
		SP:Iteration 1F (50871.030000 sec): 3 clusters
  Score: Raw -4952101.986189 + Penalty 5134.629698 = -4946967.356490
  nChanged 1548
		SP:Iteration 2Q (50871.530000 sec): 3 clusters
  Score: Raw -4952723.030842 + Penalty 5134.629698 = -4947588.401144
  nChanged 1517
		SP:Iteration 3Q (50871.880000 sec): 3 clusters
  Score: Raw -4953429.687564 + Penalty 5134.629698 = -4948295.057865
  nChanged 1579
		SP:Iteration 4F (50872.340000 sec): 3 clusters
  Score: Raw -4954282.193908 + Penalty 5134.629698 = -4949147.564209
  nChanged 1702
		SP:Iteration 5F (50872.740000 sec): 3 clusters
  Score: Raw -4955319.221361 + Penalty 5134.629698 = -4950184.591663
  nChanged 1812
		SP:Iteration 6F (50873.100000 sec): 3 clusters
  Score: Raw -4956521.572462 + Penalty 5134.629698 = -4951386.942764
  nChanged 1869
		SP:Iteration 7F (50873.500000 sec): 3 clusters
  Score: Raw -4957714.167022 + Penalty 5134.629698 = -4952579.537324
  nChanged 1666
		SP:Iteration 8F (50873.920000 sec): 3 clusters
  Score: Raw -4958636.946418 + Penalty 5134.629698 = -4953502.316719
  nChanged 1299
		SP:Iteration 9Q (50874.390000 sec): 3 clusters
  Score: Raw -4959203.490749 + Penalty 5134.629698 = -4954068.861051
  nChanged 984
		SP:Iteration 10Q (50874.810000 sec): 3 clusters
  Score: Raw -4959525.859355 + Penalty 5134.629698 = -4954391.229657
  nChanged 685
		SP:Iteration 11Q (50875.240000 sec): 3 clusters
  Score: Raw -4959693.220591 + Penalty 5134.629698 = -4954558.590892
  nChanged 487
		SP:Iteration 12Q (50875.670000 sec): 3 clusters
  Score: Raw -4959785.700367 + Penalty 5134.629698 = -4954651.070669
  nChanged 361
		SP:Iteration 13Q (50876.040000 sec): 3 clusters
  Score: Raw -4959855.741888 + Penalty 5134.629698 = -4954721.112189
  nChanged 314
		SP:Iteration 14Q (50876.410000 sec): 3 clusters
  Score: Raw -4959912.799829 + Penalty 5134.629698 = -4954778.170131
  nChanged 280
		SP:Iteration 15Q (50876.890000 sec): 3 clusters
  Score: Raw -4959961.257735 + Penalty 5134.629698 = -4954826.628037
  nChanged 272
		SP:Iteration 16Q (50877.270000 sec): 3 clusters
  Score: Raw -4960004.117272 + Penalty 5134.629698 = -4954869.487574
  nChanged 250
		SP:Iteration 17Q (50877.650000 sec): 3 clusters
  Score: Raw -4960042.298050 + Penalty 5134.629698 = -4954907.668351
  nChanged 245
		SP:Iteration 18Q (50878.040000 sec): 3 clusters
  Score: Raw -4960080.638672 + Penalty 5134.629698 = -4954946.008974
  nChanged 226
		SP:Iteration 19Q (50878.400000 sec): 3 clusters
  Score: Raw -4960112.310056 + Penalty 5134.629698 = -4954977.680357
  nChanged 204
		SP:Iteration 20F (50878.800000 sec): 3 clusters
  Score: Raw -4960138.932828 + Penalty 5134.629698 = -4955004.303130
  nChanged 195
		SP:Iteration 21Q (50879.220000 sec): 3 clusters
  Score: Raw -4960164.068933 + Penalty 5134.629698 = -4955029.439235
  nChanged 175
		SP:Iteration 22Q (50879.650000 sec): 3 clusters
  Score: Raw -4960183.693426 + Penalty 5134.629698 = -4955049.063728
  nChanged 143
		SP:Iteration 23Q (50879.980000 sec): 3 clusters
  Score: Raw -4960198.745681 + Penalty 5134.629698 = -4955064.115982
  nChanged 131
		SP:Iteration 24Q (50880.430000 sec): 3 clusters
  Score: Raw -4960213.520609 + Penalty 5134.629698 = -4955078.890910
  nChanged 131
		SP:Iteration 25Q (50880.850000 sec): 3 clusters
  Score: Raw -4960227.141033 + Penalty 5134.629698 = -4955092.511334
  nChanged 119
		SP:Iteration 26Q (50881.250000 sec): 3 clusters
  Score: Raw -4960238.048198 + Penalty 5134.629698 = -4955103.418499
  nChanged 102
		SP:Iteration 27Q (50881.640000 sec): 3 clusters
  Score: Raw -4960247.643436 + Penalty 5134.629698 = -4955113.013738
  nChanged 95
		SP:Iteration 28Q (50882.070000 sec): 3 clusters
  Score: Raw -4960256.639933 + Penalty 5134.629698 = -4955122.010234
  nChanged 100
		SP:Iteration 29Q (50882.460000 sec): 3 clusters
  Score: Raw -4960265.367606 + Penalty 5134.629698 = -4955130.737908
  nChanged 90
		SP:Iteration 30Q (50882.910000 sec): 3 clusters
  Score: Raw -4960274.152164 + Penalty 5134.629698 = -4955139.522466
  nChanged 93
		SP:Iteration 31Q (50883.290000 sec): 3 clusters
  Score: Raw -4960283.654581 + Penalty 5134.629698 = -4955149.024882
  nChanged 88
		SP:Iteration 32Q (50883.700000 sec): 3 clusters
  Score: Raw -4960292.504904 + Penalty 5134.629698 = -4955157.875205
  nChanged 84
		SP:Iteration 33Q (50884.120000 sec): 3 clusters
  Score: Raw -4960300.705470 + Penalty 5134.629698 = -4955166.075772
  nChanged 95
		SP:Iteration 34Q (50884.530000 sec): 3 clusters
  Score: Raw -4960308.736851 + Penalty 5134.629698 = -4955174.107152
  nChanged 86
		SP:Iteration 35Q (50884.870000 sec): 3 clusters
  Score: Raw -4960316.435923 + Penalty 5134.629698 = -4955181.806224
  nChanged 90
		SP:Iteration 36Q (50885.290000 sec): 3 clusters
  Score: Raw -4960325.763724 + Penalty 5134.629698 = -4955191.134025
  nChanged 96
		SP:Iteration 37Q (50885.690000 sec): 3 clusters
  Score: Raw -4960334.933003 + Penalty 5134.629698 = -4955200.303305
  nChanged 88
		SP:Iteration 38Q (50886.100000 sec): 3 clusters
  Score: Raw -4960343.134475 + Penalty 5134.629698 = -4955208.504776
  nChanged 88
		SP:Iteration 39Q (50886.510000 sec): 3 clusters
  Score: Raw -4960350.595651 + Penalty 5134.629698 = -4955215.965953
  nChanged 68
		SP:Iteration 40F (50886.900000 sec): 3 clusters
  Score: Raw -4960355.637010 + Penalty 5134.629698 = -4955221.007311
  nChanged 66
		SP:Iteration 41Q (50887.290000 sec): 3 clusters
  Score: Raw -4960361.417009 + Penalty 5134.629698 = -4955226.787311
  nChanged 62
		SP:Iteration 42Q (50887.710000 sec): 3 clusters
  Score: Raw -4960366.578598 + Penalty 5134.629698 = -4955231.948899
  nChanged 70
		SP:Iteration 43Q (50888.090000 sec): 3 clusters
  Score: Raw -4960372.560575 + Penalty 5134.629698 = -4955237.930877
  nChanged 74
		SP:Iteration 44Q (50888.500000 sec): 3 clusters
  Score: Raw -4960379.490156 + Penalty 5134.629698 = -4955244.860457
  nChanged 77
		SP:Iteration 45Q (50888.910000 sec): 3 clusters
  Score: Raw -4960385.564089 + Penalty 5134.629698 = -4955250.934391
  nChanged 70
		SP:Iteration 46Q (50889.310000 sec): 3 clusters
  Score: Raw -4960390.811541 + Penalty 5134.629698 = -4955256.181843
  nChanged 66
		SP:Iteration 47Q (50889.730000 sec): 3 clusters
  Score: Raw -4960396.167841 + Penalty 5134.629698 = -4955261.538142
  nChanged 69
		SP:Iteration 48Q (50890.110000 sec): 3 clusters
  Score: Raw -4960401.369512 + Penalty 5134.629698 = -4955266.739814
  nChanged 61
		SP:Iteration 49Q (50890.570000 sec): 3 clusters
  Score: Raw -4960406.575644 + Penalty 5134.629698 = -4955271.945945
  nChanged 72
		SP:Iteration 50Q (50891.070000 sec): 3 clusters
  Score: Raw -4960412.634888 + Penalty 5134.629698 = -4955278.005190
  nChanged 85
		SP:Iteration 51Q (50891.490000 sec): 3 clusters
  Score: Raw -4960420.355199 + Penalty 5134.629698 = -4955285.725501
  nChanged 89
		SP:Iteration 52Q (50891.880000 sec): 3 clusters
  Score: Raw -4960427.648456 + Penalty 5134.629698 = -4955293.018757
  nChanged 74
		SP:Iteration 53Q (50892.330000 sec): 3 clusters
  Score: Raw -4960433.112754 + Penalty 5134.629698 = -4955298.483055
  nChanged 73
		SP:Iteration 54Q (50892.670000 sec): 3 clusters
  Score: Raw -4960439.092849 + Penalty 5134.629698 = -4955304.463150
  nChanged 73
		SP:Iteration 55Q (50893.100000 sec): 3 clusters
  Score: Raw -4960445.188297 + Penalty 5134.629698 = -4955310.558599
  nChanged 82
		SP:Iteration 56Q (50893.530000 sec): 3 clusters
  Score: Raw -4960452.273399 + Penalty 5134.629698 = -4955317.643701
  nChanged 85
		SP:Iteration 57Q (50893.950000 sec): 3 clusters
  Score: Raw -4960461.599633 + Penalty 5134.629698 = -4955326.969935
  nChanged 98
		SP:Iteration 58Q (50894.350000 sec): 3 clusters
  Score: Raw -4960471.638608 + Penalty 5134.629698 = -4955337.008909
  nChanged 103
		SP:Iteration 59Q (50894.680000 sec): 3 clusters
  Score: Raw -4960481.656563 + Penalty 5134.629698 = -4955347.026864
  nChanged 112
		SP:Iteration 60F (50895.070000 sec): 3 clusters
  Score: Raw -4960494.290429 + Penalty 5134.629698 = -4955359.660731
  nChanged 112
		SP:Iteration 61Q (50895.460000 sec): 3 clusters
  Score: Raw -4960507.391548 + Penalty 5134.629698 = -4955372.761849
  nChanged 133
		SP:Iteration 62Q (50895.860000 sec): 3 clusters
  Score: Raw -4960523.300004 + Penalty 5134.629698 = -4955388.670305
  nChanged 127
		SP:Iteration 63Q (50896.230000 sec): 3 clusters
  Score: Raw -4960538.291521 + Penalty 5134.629698 = -4955403.661822
  nChanged 131
		SP:Iteration 64Q (50896.590000 sec): 3 clusters
  Score: Raw -4960553.402002 + Penalty 5134.629698 = -4955418.772304
  nChanged 126
		SP:Iteration 65Q (50896.950000 sec): 3 clusters
  Score: Raw -4960567.473625 + Penalty 5134.629698 = -4955432.843927
  nChanged 133
		SP:Iteration 66Q (50897.330000 sec): 3 clusters
  Score: Raw -4960583.887556 + Penalty 5134.629698 = -4955449.257858
  nChanged 144
		SP:Iteration 67Q (50897.790000 sec): 3 clusters
  Score: Raw -4960601.847830 + Penalty 5134.629698 = -4955467.218131
  nChanged 146
		SP:Iteration 68Q (50898.130000 sec): 3 clusters
  Score: Raw -4960619.336620 + Penalty 5134.629698 = -4955484.706921
  nChanged 153
		SP:Iteration 69Q (50898.550000 sec): 3 clusters
  Score: Raw -4960640.035285 + Penalty 5134.629698 = -4955505.405586
  nChanged 176
		SP:Iteration 70Q (50899.000000 sec): 3 clusters
  Score: Raw -4960667.284964 + Penalty 5134.629698 = -4955532.655265
  nChanged 205
		SP:Iteration 71Q (50899.390000 sec): 3 clusters
  Score: Raw -4960699.179627 + Penalty 5134.629698 = -4955564.549928
  nChanged 195
		SP:Iteration 72Q (50899.750000 sec): 3 clusters
  Score: Raw -4960727.525999 + Penalty 5134.629698 = -4955592.896300
  nChanged 205
		SP:Iteration 73Q (50900.250000 sec): 3 clusters
  Score: Raw -4960761.287786 + Penalty 5134.629698 = -4955626.658088
  nChanged 216
		SP:Iteration 74Q (50900.650000 sec): 3 clusters
  Score: Raw -4960799.934627 + Penalty 5134.629698 = -4955665.304928
  nChanged 217
		SP:Iteration 75Q (50901.120000 sec): 3 clusters
  Score: Raw -4960839.970186 + Penalty 5134.629698 = -4955705.340487
  nChanged 217
		SP:Iteration 76Q (50901.490000 sec): 3 clusters
  Score: Raw -4960882.146336 + Penalty 5134.629698 = -4955747.516638
  nChanged 240
		SP:Iteration 77Q (50901.820000 sec): 3 clusters
  Score: Raw -4960927.829122 + Penalty 5134.629698 = -4955793.199423
  nChanged 240
		SP:Iteration 78Q (50902.250000 sec): 3 clusters
  Score: Raw -4960974.412471 + Penalty 5134.629698 = -4955839.782772
  nChanged 244
		SP:Iteration 79Q (50902.630000 sec): 3 clusters
  Score: Raw -4961026.289121 + Penalty 5134.629698 = -4955891.659423
  nChanged 262
		SP:Iteration 80F (50903.090000 sec): 3 clusters
  Score: Raw -4961081.993123 + Penalty 5134.629698 = -4955947.363425
  nChanged 263
		SP:Iteration 81Q (50903.440000 sec): 3 clusters
  Score: Raw -4961139.145141 + Penalty 5134.629698 = -4956004.515443
  nChanged 280
		SP:Iteration 82Q (50903.810000 sec): 3 clusters
  Score: Raw -4961206.051407 + Penalty 5134.629698 = -4956071.421709
  nChanged 275
		SP:Iteration 83Q (50904.250000 sec): 3 clusters
  Score: Raw -4961271.808125 + Penalty 5134.629698 = -4956137.178427
  nChanged 281
		SP:Iteration 84Q (50904.700000 sec): 3 clusters
  Score: Raw -4961346.391426 + Penalty 5134.629698 = -4956211.761727
  nChanged 310
		SP:Iteration 85Q (50905.060000 sec): 3 clusters
  Score: Raw -4961436.441168 + Penalty 5134.629698 = -4956301.811469
  nChanged 320
		SP:Iteration 86Q (50905.410000 sec): 3 clusters
  Score: Raw -4961530.138262 + Penalty 5134.629698 = -4956395.508563
  nChanged 300
		SP:Iteration 87Q (50905.760000 sec): 3 clusters
  Score: Raw -4961616.293630 + Penalty 5134.629698 = -4956481.663931
  nChanged 314
		SP:Iteration 88Q (50906.200000 sec): 3 clusters
  Score: Raw -4961709.000402 + Penalty 5134.629698 = -4956574.370704
  nChanged 327
		SP:Iteration 89Q (50906.650000 sec): 3 clusters
  Score: Raw -4961814.369183 + Penalty 5134.629698 = -4956679.739485
  nChanged 325
		SP:Iteration 90Q (50907.030000 sec): 3 clusters
  Score: Raw -4961917.900991 + Penalty 5134.629698 = -4956783.271292
  nChanged 306
		SP:Iteration 91Q (50907.420000 sec): 3 clusters
  Score: Raw -4962007.995654 + Penalty 5134.629698 = -4956873.365955
  nChanged 287
		SP:Iteration 92Q (50907.820000 sec): 3 clusters
  Score: Raw -4962108.251609 + Penalty 5134.629698 = -4956973.621910
  nChanged 304
		SP:Iteration 93Q (50908.260000 sec): 3 clusters
  Score: Raw -4962212.322890 + Penalty 5134.629698 = -4957077.693191
  nChanged 277
		SP:Iteration 94Q (50908.690000 sec): 3 clusters
  Score: Raw -4962312.754335 + Penalty 5134.629698 = -4957178.124636
  nChanged 266
		SP:Iteration 95Q (50909.080000 sec): 3 clusters
  Score: Raw -4962406.772242 + Penalty 5134.629698 = -4957272.142543
  nChanged 244
		SP:Iteration 96Q (50909.510000 sec): 3 clusters
  Score: Raw -4962492.645709 + Penalty 5134.629698 = -4957358.016011
  nChanged 223
		SP:Iteration 97Q (50909.880000 sec): 3 clusters
  Score: Raw -4962584.196553 + Penalty 5134.629698 = -4957449.566854
  nChanged 223
		SP:Iteration 98Q (50910.310000 sec): 3 clusters
  Score: Raw -4962674.735034 + Penalty 5134.629698 = -4957540.105336
  nChanged 214
		SP:Iteration 99Q (50910.720000 sec): 3 clusters
  Score: Raw -4962758.597834 + Penalty 5134.629698 = -4957623.968136
  nChanged 203
		SP:Iteration 100F (50911.130000 sec): 3 clusters
  Score: Raw -4962835.483663 + Penalty 5134.629698 = -4957700.853965
  nChanged 160
		SP:Iteration 101Q (50911.500000 sec): 3 clusters
  Score: Raw -4962904.409869 + Penalty 5134.629698 = -4957769.780171
  nChanged 155
		SP:Iteration 102Q (50911.900000 sec): 3 clusters
  Score: Raw -4962977.140706 + Penalty 5134.629698 = -4957842.511008
  nChanged 143
		SP:Iteration 103Q (50912.340000 sec): 3 clusters
  Score: Raw -4963045.019356 + Penalty 5134.629698 = -4957910.389657
  nChanged 126
		SP:Iteration 104Q (50912.760000 sec): 3 clusters
  Score: Raw -4963109.330310 + Penalty 5134.629698 = -4957974.700611
  nChanged 108
		SP:Iteration 105Q (50913.110000 sec): 3 clusters
  Score: Raw -4963167.588690 + Penalty 5134.629698 = -4958032.958992
  nChanged 91
		SP:Iteration 106Q (50913.480000 sec): 3 clusters
  Score: Raw -4963213.347735 + Penalty 5134.629698 = -4958078.718036
  nChanged 93
		SP:Iteration 107Q (50913.880000 sec): 3 clusters
  Score: Raw -4963263.662615 + Penalty 5134.629698 = -4958129.032916
  nChanged 69
		SP:Iteration 108Q (50914.290000 sec): 3 clusters
  Score: Raw -4963304.010007 + Penalty 5134.629698 = -4958169.380308
  nChanged 58
		SP:Iteration 109Q (50914.640000 sec): 3 clusters
  Score: Raw -4963333.193586 + Penalty 5134.629698 = -4958198.563888
  nChanged 40
		SP:Iteration 110Q (50915.080000 sec): 3 clusters
  Score: Raw -4963352.023710 + Penalty 5134.629698 = -4958217.394011
  nChanged 29
		SP:Iteration 111Q (50915.450000 sec): 3 clusters
  Score: Raw -4963367.083039 + Penalty 5134.629698 = -4958232.453340
  nChanged 35
		SP:Iteration 112Q (50915.820000 sec): 3 clusters
  Score: Raw -4963381.763093 + Penalty 5134.629698 = -4958247.133395
  nChanged 28
		SP:Iteration 113Q (50916.230000 sec): 3 clusters
  Score: Raw -4963391.363135 + Penalty 5134.629698 = -4958256.733437
  nChanged 21
		SP:Iteration 114Q (50916.590000 sec): 3 clusters
  Score: Raw -4963399.056333 + Penalty 5134.629698 = -4958264.426634
  nChanged 16
		SP:Iteration 115Q (50916.990000 sec): 3 clusters
  Score: Raw -4963408.304707 + Penalty 5134.629698 = -4958273.675009
  nChanged 16
		SP:Iteration 116Q (50917.430000 sec): 3 clusters
  Score: Raw -4963417.412419 + Penalty 5134.629698 = -4958282.782721
  nChanged 19
		SP:Iteration 117Q (50917.830000 sec): 3 clusters
  Score: Raw -4963425.081889 + Penalty 5134.629698 = -4958290.452191
  nChanged 18
		SP:Iteration 118Q (50918.220000 sec): 3 clusters
  Score: Raw -4963432.451772 + Penalty 5134.629698 = -4958297.822074
  nChanged 9
		SP:Iteration 119Q (50918.560000 sec): 3 clusters
  Score: Raw -4963436.412953 + Penalty 5134.629698 = -4958301.783255
  nChanged 9
		SP:Iteration 120F (50918.970000 sec): 3 clusters
  Score: Raw -4963440.394863 + Penalty 5134.629698 = -4958305.765165
  nChanged 12
		SP:Iteration 121Q (50919.390000 sec): 3 clusters
  Score: Raw -4963446.249704 + Penalty 5134.629698 = -4958311.620005
  nChanged 8
		SP:Iteration 122Q (50919.760000 sec): 3 clusters
  Score: Raw -4963450.703830 + Penalty 5134.629698 = -4958316.074131
  nChanged 10
		SP:Iteration 123Q (50920.140000 sec): 3 clusters
  Score: Raw -4963454.482520 + Penalty 5134.629698 = -4958319.852822
  nChanged 6
		SP:Iteration 124Q (50920.510000 sec): 3 clusters
  Score: Raw -4963456.342433 + Penalty 5134.629698 = -4958321.712734
  nChanged 4
		SP:Iteration 125Q (50920.830000 sec): 3 clusters
  Score: Raw -4963457.862367 + Penalty 5134.629698 = -4958323.232669
  nChanged 6
		SP:Iteration 126Q (50921.270000 sec): 3 clusters
  Score: Raw -4963460.675490 + Penalty 5134.629698 = -4958326.045792
  nChanged 6
		SP:Iteration 127Q (50921.710000 sec): 3 clusters
  Score: Raw -4963464.730566 + Penalty 5134.629698 = -4958330.100867
  nChanged 6
		SP:Iteration 128Q (50922.170000 sec): 3 clusters
  Score: Raw -4963469.286076 + Penalty 5134.629698 = -4958334.656377
  nChanged 2
		SP:Iteration 129Q (50922.570000 sec): 3 clusters
  Score: Raw -4963470.089632 + Penalty 5134.629698 = -4958335.459934
  nChanged 3
		SP:Iteration 130Q (50922.960000 sec): 3 clusters
  Score: Raw -4963471.538298 + Penalty 5134.629698 = -4958336.908600
  nChanged 3
		SP:Iteration 131Q (50923.330000 sec): 3 clusters
  Score: Raw -4963473.144950 + Penalty 5134.629698 = -4958338.515252
  nChanged 3
		SP:Iteration 132Q (50923.710000 sec): 3 clusters
  Score: Raw -4963474.361568 + Penalty 5134.629698 = -4958339.731869
  nChanged 1
		SP:Iteration 133Q (50924.100000 sec): 3 clusters
  Score: Raw -4963474.853604 + Penalty 5134.629698 = -4958340.223905
  nChanged 0
		SP:Iteration 134F (50924.530000 sec): 3 clusters
  Score: Raw -4963474.853604 + Penalty 5134.629698 = -4958340.223905
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (21481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50924.780000 sec): 2 clusters
  Score: Raw -3428308.117529 + Penalty 2473.781177 = -3425834.336351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50925.100000 sec): 3 clusters
  Score: Raw -3415787.903637 + Penalty 4947.562355 = -3410840.341282
  nChanged 9448
		SP:Iteration 1F (50925.500000 sec): 3 clusters
  Score: Raw -3420933.884477 + Penalty 4947.562355 = -3415986.322122
  nChanged 1272
		SP:Iteration 2F (50925.850000 sec): 3 clusters
  Score: Raw -3421540.298457 + Penalty 4947.562355 = -3416592.736102
  nChanged 1209
		SP:Iteration 3F (50926.150000 sec): 3 clusters
  Score: Raw -3422172.732468 + Penalty 4947.562355 = -3417225.170113
  nChanged 1239
		SP:Iteration 4F (50926.550000 sec): 3 clusters
  Score: Raw -3422870.736970 + Penalty 4947.562355 = -3417923.174615
  nChanged 1244
		SP:Iteration 5F (50926.900000 sec): 3 clusters
  Score: Raw -3423639.866351 + Penalty 4947.562355 = -3418692.303996
  nChanged 1297
		SP:Iteration 6F (50927.310000 sec): 3 clusters
  Score: Raw -3424442.881228 + Penalty 4947.562355 = -3419495.318873
  nChanged 1229
		SP:Iteration 7F (50927.590000 sec): 3 clusters
  Score: Raw -3425225.559665 + Penalty 4947.562355 = -3420277.997310
  nChanged 1056
		SP:Iteration 8Q (50927.980000 sec): 3 clusters
  Score: Raw -3425848.374270 + Penalty 4947.562355 = -3420900.811916
  nChanged 869
		SP:Iteration 9Q (50928.370000 sec): 3 clusters
  Score: Raw -3426334.917383 + Penalty 4947.562355 = -3421387.355029
  nChanged 683
		SP:Iteration 10Q (50928.770000 sec): 3 clusters
  Score: Raw -3426682.559861 + Penalty 4947.562355 = -3421734.997506
  nChanged 550
		SP:Iteration 11Q (50929.060000 sec): 3 clusters
  Score: Raw -3426937.098785 + Penalty 4947.562355 = -3421989.536430
  nChanged 439
		SP:Iteration 12Q (50929.380000 sec): 3 clusters
  Score: Raw -3427135.484266 + Penalty 4947.562355 = -3422187.921911
  nChanged 416
		SP:Iteration 13Q (50929.640000 sec): 3 clusters
  Score: Raw -3427320.678711 + Penalty 4947.562355 = -3422373.116357
  nChanged 376
		SP:Iteration 14Q (50929.990000 sec): 3 clusters
  Score: Raw -3427497.636851 + Penalty 4947.562355 = -3422550.074496
  nChanged 363
		SP:Iteration 15Q (50930.360000 sec): 3 clusters
  Score: Raw -3427668.968969 + Penalty 4947.562355 = -3422721.406615
  nChanged 291
		SP:Iteration 16Q (50930.670000 sec): 3 clusters
  Score: Raw -3427808.366173 + Penalty 4947.562355 = -3422860.803818
  nChanged 277
		SP:Iteration 17Q (50930.990000 sec): 3 clusters
  Score: Raw -3427949.390159 + Penalty 4947.562355 = -3423001.827804
  nChanged 230
		SP:Iteration 18Q (50931.280000 sec): 3 clusters
  Score: Raw -3428061.078634 + Penalty 4947.562355 = -3423113.516279
  nChanged 213
		SP:Iteration 19Q (50931.630000 sec): 3 clusters
  Score: Raw -3428158.055353 + Penalty 4947.562355 = -3423210.492998
  nChanged 166
		SP:Iteration 20F (50931.950000 sec): 3 clusters
  Score: Raw -3428233.721226 + Penalty 4947.562355 = -3423286.158872
  nChanged 148
		SP:Iteration 21Q (50932.250000 sec): 3 clusters
  Score: Raw -3428310.266460 + Penalty 4947.562355 = -3423362.704105
  nChanged 118
		SP:Iteration 22Q (50932.530000 sec): 3 clusters
  Score: Raw -3428370.682618 + Penalty 4947.562355 = -3423423.120263
  nChanged 114
		SP:Iteration 23Q (50932.870000 sec): 3 clusters
  Score: Raw -3428420.906641 + Penalty 4947.562355 = -3423473.344286
  nChanged 94
		SP:Iteration 24Q (50933.200000 sec): 3 clusters
  Score: Raw -3428459.903612 + Penalty 4947.562355 = -3423512.341257
  nChanged 72
		SP:Iteration 25Q (50933.530000 sec): 3 clusters
  Score: Raw -3428489.845102 + Penalty 4947.562355 = -3423542.282747
  nChanged 56
		SP:Iteration 26Q (50933.870000 sec): 3 clusters
  Score: Raw -3428517.938413 + Penalty 4947.562355 = -3423570.376058
  nChanged 59
		SP:Iteration 27Q (50934.210000 sec): 3 clusters
  Score: Raw -3428539.058812 + Penalty 4947.562355 = -3423591.496457
  nChanged 48
		SP:Iteration 28Q (50934.540000 sec): 3 clusters
  Score: Raw -3428558.976046 + Penalty 4947.562355 = -3423611.413691
  nChanged 41
		SP:Iteration 29Q (50934.880000 sec): 3 clusters
  Score: Raw -3428574.205067 + Penalty 4947.562355 = -3423626.642712
  nChanged 41
		SP:Iteration 30Q (50935.210000 sec): 3 clusters
  Score: Raw -3428587.697285 + Penalty 4947.562355 = -3423640.134930
  nChanged 34
		SP:Iteration 31Q (50935.540000 sec): 3 clusters
  Score: Raw -3428598.723031 + Penalty 4947.562355 = -3423651.160676
  nChanged 29
		SP:Iteration 32Q (50935.880000 sec): 3 clusters
  Score: Raw -3428608.639416 + Penalty 4947.562355 = -3423661.077061
  nChanged 28
		SP:Iteration 33Q (50936.210000 sec): 3 clusters
  Score: Raw -3428619.332549 + Penalty 4947.562355 = -3423671.770194
  nChanged 37
		SP:Iteration 34Q (50936.550000 sec): 3 clusters
  Score: Raw -3428632.760707 + Penalty 4947.562355 = -3423685.198352
  nChanged 33
		SP:Iteration 35Q (50936.880000 sec): 3 clusters
  Score: Raw -3428642.835743 + Penalty 4947.562355 = -3423695.273388
  nChanged 19
		SP:Iteration 36Q (50937.230000 sec): 3 clusters
  Score: Raw -3428650.187841 + Penalty 4947.562355 = -3423702.625487
  nChanged 23
		SP:Iteration 37Q (50937.560000 sec): 3 clusters
  Score: Raw -3428657.490634 + Penalty 4947.562355 = -3423709.928279
  nChanged 16
		SP:Iteration 38Q (50937.890000 sec): 3 clusters
  Score: Raw -3428661.769862 + Penalty 4947.562355 = -3423714.207507
  nChanged 12
		SP:Iteration 39Q (50938.270000 sec): 3 clusters
  Score: Raw -3428664.376019 + Penalty 4947.562355 = -3423716.813664
  nChanged 6
		SP:Iteration 40F (50938.610000 sec): 3 clusters
  Score: Raw -3428665.423637 + Penalty 4947.562355 = -3423717.861282
  nChanged 7
		SP:Iteration 41Q (50938.890000 sec): 3 clusters
  Score: Raw -3428666.743306 + Penalty 4947.562355 = -3423719.180951
  nChanged 4
		SP:Iteration 42Q (50939.220000 sec): 3 clusters
  Score: Raw -3428667.366754 + Penalty 4947.562355 = -3423719.804399
  nChanged 5
		SP:Iteration 43Q (50939.550000 sec): 3 clusters
  Score: Raw -3428668.321555 + Penalty 4947.562355 = -3423720.759200
  nChanged 5
		SP:Iteration 44Q (50939.880000 sec): 3 clusters
  Score: Raw -3428670.256815 + Penalty 4947.562355 = -3423722.694460
  nChanged 8
		SP:Iteration 45Q (50940.220000 sec): 3 clusters
  Score: Raw -3428673.026209 + Penalty 4947.562355 = -3423725.463854
  nChanged 10
		SP:Iteration 46Q (50940.550000 sec): 3 clusters
  Score: Raw -3428675.749025 + Penalty 4947.562355 = -3423728.186670
  nChanged 11
		SP:Iteration 47Q (50940.880000 sec): 3 clusters
  Score: Raw -3428679.118000 + Penalty 4947.562355 = -3423731.555645
  nChanged 9
		SP:Iteration 48Q (50941.210000 sec): 3 clusters
  Score: Raw -3428681.268772 + Penalty 4947.562355 = -3423733.706417
  nChanged 5
		SP:Iteration 49Q (50941.540000 sec): 3 clusters
  Score: Raw -3428682.669788 + Penalty 4947.562355 = -3423735.107433
  nChanged 8
		SP:Iteration 50Q (50941.870000 sec): 3 clusters
  Score: Raw -3428685.021833 + Penalty 4947.562355 = -3423737.459478
  nChanged 7
		SP:Iteration 51Q (50942.160000 sec): 3 clusters
  Score: Raw -3428686.812012 + Penalty 4947.562355 = -3423739.249657
  nChanged 5
		SP:Iteration 52Q (50942.450000 sec): 3 clusters
  Score: Raw -3428688.976068 + Penalty 4947.562355 = -3423741.413713
  nChanged 3
		SP:Iteration 53Q (50942.780000 sec): 3 clusters
  Score: Raw -3428689.556707 + Penalty 4947.562355 = -3423741.994352
  nChanged 1
		SP:Iteration 54Q (50943.120000 sec): 3 clusters
  Score: Raw -3428689.834181 + Penalty 4947.562355 = -3423742.271827
  nChanged 2
		SP:Iteration 55Q (50943.450000 sec): 3 clusters
  Score: Raw -3428691.066110 + Penalty 4947.562355 = -3423743.503756
  nChanged 5
		SP:Iteration 56Q (50943.790000 sec): 3 clusters
  Score: Raw -3428692.839707 + Penalty 4947.562355 = -3423745.277352
  nChanged 9
		SP:Iteration 57Q (50944.120000 sec): 3 clusters
  Score: Raw -3428695.784474 + Penalty 4947.562355 = -3423748.222119
  nChanged 8
		SP:Iteration 58Q (50944.460000 sec): 3 clusters
  Score: Raw -3428698.007257 + Penalty 4947.562355 = -3423750.444903
  nChanged 5
		SP:Iteration 59Q (50944.800000 sec): 3 clusters
  Score: Raw -3428699.145041 + Penalty 4947.562355 = -3423751.582686
  nChanged 8
		SP:Iteration 60F (50945.140000 sec): 3 clusters
  Score: Raw -3428701.848661 + Penalty 4947.562355 = -3423754.286306
  nChanged 5
		SP:Iteration 61Q (50945.470000 sec): 3 clusters
  Score: Raw -3428703.817758 + Penalty 4947.562355 = -3423756.255403
  nChanged 6
		SP:Iteration 62Q (50945.810000 sec): 3 clusters
  Score: Raw -3428705.688909 + Penalty 4947.562355 = -3423758.126554
  nChanged 3
		SP:Iteration 63Q (50946.150000 sec): 3 clusters
  Score: Raw -3428706.301384 + Penalty 4947.562355 = -3423758.739029
  nChanged 1
		SP:Iteration 64Q (50946.480000 sec): 3 clusters
  Score: Raw -3428706.771513 + Penalty 4947.562355 = -3423759.209158
  nChanged 1
		SP:Iteration 65Q (50946.770000 sec): 3 clusters
  Score: Raw -3428707.206776 + Penalty 4947.562355 = -3423759.644421
  nChanged 0
		SP:Iteration 66F (50947.110000 sec): 3 clusters
  Score: Raw -3428707.206776 + Penalty 4947.562355 = -3423759.644421
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (3028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50947.220000 sec): 2 clusters
  Score: Raw -455507.997943 + Penalty 1987.883088 = -453520.114854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50947.400000 sec): 3 clusters
  Score: Raw -454226.489268 + Penalty 3975.766177 = -450250.723091
  nChanged 1071
		SP:Iteration 1F (50947.580000 sec): 3 clusters
  Score: Raw -454962.336939 + Penalty 3975.766177 = -450986.570762
  nChanged 243
		SP:Iteration 2F (50947.750000 sec): 3 clusters
  Score: Raw -455121.627945 + Penalty 3975.766177 = -451145.861768
  nChanged 129
		SP:Iteration 3Q (50947.930000 sec): 3 clusters
  Score: Raw -455209.330790 + Penalty 3975.766177 = -451233.564613
  nChanged 91
		SP:Iteration 4Q (50948.110000 sec): 3 clusters
  Score: Raw -455274.734577 + Penalty 3975.766177 = -451298.968400
  nChanged 83
		SP:Iteration 5Q (50948.280000 sec): 3 clusters
  Score: Raw -455323.080319 + Penalty 3975.766177 = -451347.314142
  nChanged 59
		SP:Iteration 6Q (50948.460000 sec): 3 clusters
  Score: Raw -455357.393936 + Penalty 3975.766177 = -451381.627759
  nChanged 66
		SP:Iteration 7Q (50948.630000 sec): 3 clusters
  Score: Raw -455400.391126 + Penalty 3975.766177 = -451424.624949
  nChanged 68
		SP:Iteration 8Q (50948.810000 sec): 3 clusters
  Score: Raw -455439.593848 + Penalty 3975.766177 = -451463.827671
  nChanged 55
		SP:Iteration 9Q (50948.990000 sec): 3 clusters
  Score: Raw -455473.006152 + Penalty 3975.766177 = -451497.239975
  nChanged 50
		SP:Iteration 10Q (50949.160000 sec): 3 clusters
  Score: Raw -455509.537648 + Penalty 3975.766177 = -451533.771471
  nChanged 62
		SP:Iteration 11Q (50949.340000 sec): 3 clusters
  Score: Raw -455552.298684 + Penalty 3975.766177 = -451576.532507
  nChanged 48
		SP:Iteration 12Q (50949.510000 sec): 3 clusters
  Score: Raw -455583.505926 + Penalty 3975.766177 = -451607.739750
  nChanged 42
		SP:Iteration 13Q (50949.690000 sec): 3 clusters
  Score: Raw -455609.140069 + Penalty 3975.766177 = -451633.373892
  nChanged 39
		SP:Iteration 14Q (50949.870000 sec): 3 clusters
  Score: Raw -455628.443848 + Penalty 3975.766177 = -451652.677671
  nChanged 34
		SP:Iteration 15Q (50950.080000 sec): 3 clusters
  Score: Raw -455647.190451 + Penalty 3975.766177 = -451671.424274
  nChanged 26
		SP:Iteration 16Q (50950.290000 sec): 3 clusters
  Score: Raw -455658.962077 + Penalty 3975.766177 = -451683.195900
  nChanged 21
		SP:Iteration 17Q (50950.570000 sec): 3 clusters
  Score: Raw -455669.931443 + Penalty 3975.766177 = -451694.165266
  nChanged 19
		SP:Iteration 18Q (50950.790000 sec): 3 clusters
  Score: Raw -455678.776864 + Penalty 3975.766177 = -451703.010688
  nChanged 16
		SP:Iteration 19Q (50950.950000 sec): 3 clusters
  Score: Raw -455687.645459 + Penalty 3975.766177 = -451711.879282
  nChanged 21
		SP:Iteration 20F (50951.140000 sec): 3 clusters
  Score: Raw -455695.362871 + Penalty 3975.766177 = -451719.596695
  nChanged 16
		SP:Iteration 21Q (50951.270000 sec): 3 clusters
  Score: Raw -455701.609492 + Penalty 3975.766177 = -451725.843316
  nChanged 13
		SP:Iteration 22Q (50951.440000 sec): 3 clusters
  Score: Raw -455708.032099 + Penalty 3975.766177 = -451732.265922
  nChanged 10
		SP:Iteration 23Q (50951.680000 sec): 3 clusters
  Score: Raw -455713.853856 + Penalty 3975.766177 = -451738.087679
  nChanged 14
		SP:Iteration 24Q (50951.820000 sec): 3 clusters
  Score: Raw -455719.741923 + Penalty 3975.766177 = -451743.975746
  nChanged 7
		SP:Iteration 25Q (50952.010000 sec): 3 clusters
  Score: Raw -455722.298013 + Penalty 3975.766177 = -451746.531836
  nChanged 5
		SP:Iteration 26Q (50952.240000 sec): 3 clusters
  Score: Raw -455724.279054 + Penalty 3975.766177 = -451748.512877
  nChanged 10
		SP:Iteration 27Q (50952.380000 sec): 3 clusters
  Score: Raw -455730.668130 + Penalty 3975.766177 = -451754.901953
  nChanged 10
		SP:Iteration 28Q (50952.560000 sec): 3 clusters
  Score: Raw -455737.253372 + Penalty 3975.766177 = -451761.487195
  nChanged 12
		SP:Iteration 29Q (50952.750000 sec): 3 clusters
  Score: Raw -455742.997816 + Penalty 3975.766177 = -451767.231639
  nChanged 7
		SP:Iteration 30Q (50952.910000 sec): 3 clusters
  Score: Raw -455746.298654 + Penalty 3975.766177 = -451770.532477
  nChanged 7
		SP:Iteration 31Q (50953.050000 sec): 3 clusters
  Score: Raw -455748.813406 + Penalty 3975.766177 = -451773.047229
  nChanged 7
		SP:Iteration 32Q (50953.190000 sec): 3 clusters
  Score: Raw -455753.945932 + Penalty 3975.766177 = -451778.179755
  nChanged 7
		SP:Iteration 33Q (50953.350000 sec): 3 clusters
  Score: Raw -455757.635082 + Penalty 3975.766177 = -451781.868906
  nChanged 5
		SP:Iteration 34Q (50953.470000 sec): 3 clusters
  Score: Raw -455759.874977 + Penalty 3975.766177 = -451784.108800
  nChanged 5
		SP:Iteration 35Q (50953.660000 sec): 3 clusters
  Score: Raw -455762.421999 + Penalty 3975.766177 = -451786.655822
  nChanged 4
		SP:Iteration 36Q (50953.830000 sec): 3 clusters
  Score: Raw -455766.556832 + Penalty 3975.766177 = -451790.790655
  nChanged 4
		SP:Iteration 37Q (50954.000000 sec): 3 clusters
  Score: Raw -455769.115078 + Penalty 3975.766177 = -451793.348901
  nChanged 3
		SP:Iteration 38Q (50954.160000 sec): 3 clusters
  Score: Raw -455770.778890 + Penalty 3975.766177 = -451795.012713
  nChanged 3
		SP:Iteration 39Q (50954.310000 sec): 3 clusters
  Score: Raw -455772.219188 + Penalty 3975.766177 = -451796.453012
  nChanged 4
		SP:Iteration 40F (50954.510000 sec): 3 clusters
  Score: Raw -455775.333801 + Penalty 3975.766177 = -451799.567624
  nChanged 3
		SP:Iteration 41Q (50954.630000 sec): 3 clusters
  Score: Raw -455776.688786 + Penalty 3975.766177 = -451800.922609
  nChanged 2
		SP:Iteration 42Q (50954.770000 sec): 3 clusters
  Score: Raw -455777.199481 + Penalty 3975.766177 = -451801.433305
  nChanged 1
		SP:Iteration 43Q (50954.920000 sec): 3 clusters
  Score: Raw -455777.549840 + Penalty 3975.766177 = -451801.783663
  nChanged 2
		SP:Iteration 44Q (50955.070000 sec): 3 clusters
  Score: Raw -455777.963610 + Penalty 3975.766177 = -451802.197433
  nChanged 0
		SP:Iteration 45F (50955.260000 sec): 3 clusters
  Score: Raw -455777.963610 + Penalty 3975.766177 = -451802.197433
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (219363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50956.730000 sec): 2 clusters
  Score: Raw -35131705.563406 + Penalty 3050.023826 = -35128655.539580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50958.530000 sec): 3 clusters
  Score: Raw -34987600.107973 + Penalty 6100.047653 = -34981500.060320
  nChanged 105369
		SP:Iteration 1F (50960.400000 sec): 3 clusters
  Score: Raw -35050032.669458 + Penalty 6100.047653 = -35043932.621806
  nChanged 6842
		SP:Iteration 2Q (50962.350000 sec): 3 clusters
  Score: Raw -35051857.974916 + Penalty 6100.047653 = -35045757.927263
  nChanged 7757
		SP:Iteration 3Q (50964.280000 sec): 3 clusters
  Score: Raw -35054431.868951 + Penalty 6100.047653 = -35048331.821298
  nChanged 9180
		SP:Iteration 4Q (50966.030000 sec): 3 clusters
  Score: Raw -35058407.118329 + Penalty 6100.047653 = -35052307.070676
  nChanged 11214
		SP:Iteration 5F (50967.650000 sec): 3 clusters
  Score: Raw -35064510.135235 + Penalty 6100.047653 = -35058410.087582
  nChanged 13138
		SP:Iteration 6F (50969.190000 sec): 3 clusters
  Score: Raw -35073588.003719 + Penalty 6100.047653 = -35067487.956067
  nChanged 14528
		SP:Iteration 7F (50970.890000 sec): 3 clusters
  Score: Raw -35085580.682074 + Penalty 6100.047653 = -35079480.634421
  nChanged 14097
		SP:Iteration 8F (50972.610000 sec): 3 clusters
  Score: Raw -35097898.472880 + Penalty 6100.047653 = -35091798.425227
  nChanged 11993
		SP:Iteration 9F (50974.200000 sec): 3 clusters
  Score: Raw -35107211.754097 + Penalty 6100.047653 = -35101111.706444
  nChanged 9184
		SP:Iteration 10Q (50975.980000 sec): 3 clusters
  Score: Raw -35113144.827186 + Penalty 6100.047653 = -35107044.779533
  nChanged 6742
		SP:Iteration 11Q (50977.780000 sec): 3 clusters
  Score: Raw -35116963.601801 + Penalty 6100.047653 = -35110863.554148
  nChanged 5405
		SP:Iteration 12Q (50979.660000 sec): 3 clusters
  Score: Raw -35119834.985085 + Penalty 6100.047653 = -35113734.937432
  nChanged 4457
		SP:Iteration 13Q (50981.440000 sec): 3 clusters
  Score: Raw -35122149.684072 + Penalty 6100.047653 = -35116049.636419
  nChanged 3812
		SP:Iteration 14Q (50983.110000 sec): 3 clusters
  Score: Raw -35124165.813450 + Penalty 6100.047653 = -35118065.765797
  nChanged 3223
		SP:Iteration 15Q (50984.810000 sec): 3 clusters
  Score: Raw -35125957.044913 + Penalty 6100.047653 = -35119856.997260
  nChanged 2684
		SP:Iteration 16Q (50986.490000 sec): 3 clusters
  Score: Raw -35127568.471244 + Penalty 6100.047653 = -35121468.423591
  nChanged 2216
		SP:Iteration 17Q (50988.240000 sec): 3 clusters
  Score: Raw -35128919.142082 + Penalty 6100.047653 = -35122819.094430
  nChanged 1774
		SP:Iteration 18Q (50989.850000 sec): 3 clusters
  Score: Raw -35129930.793543 + Penalty 6100.047653 = -35123830.745890
  nChanged 1452
		SP:Iteration 19Q (50991.560000 sec): 3 clusters
  Score: Raw -35130634.731223 + Penalty 6100.047653 = -35124534.683570
  nChanged 1103
		SP:Iteration 20F (50993.310000 sec): 3 clusters
  Score: Raw -35131092.599446 + Penalty 6100.047653 = -35124992.551794
  nChanged 919
		SP:Iteration 21Q (50994.930000 sec): 3 clusters
  Score: Raw -35131413.974291 + Penalty 6100.047653 = -35125313.926638
  nChanged 711
		SP:Iteration 22Q (50996.560000 sec): 3 clusters
  Score: Raw -35131621.625978 + Penalty 6100.047653 = -35125521.578325
  nChanged 602
		SP:Iteration 23Q (50998.200000 sec): 3 clusters
  Score: Raw -35131768.140680 + Penalty 6100.047653 = -35125668.093027
  nChanged 485
		SP:Iteration 24Q (50999.820000 sec): 3 clusters
  Score: Raw -35131875.711808 + Penalty 6100.047653 = -35125775.664155
  nChanged 396
		SP:Iteration 25Q (51001.470000 sec): 3 clusters
  Score: Raw -35131960.233713 + Penalty 6100.047653 = -35125860.186060
  nChanged 362
		SP:Iteration 26Q (51003.210000 sec): 3 clusters
  Score: Raw -35132036.451228 + Penalty 6100.047653 = -35125936.403575
  nChanged 309
		SP:Iteration 27Q (51004.940000 sec): 3 clusters
  Score: Raw -35132097.040156 + Penalty 6100.047653 = -35125996.992504
  nChanged 270
		SP:Iteration 28Q (51006.470000 sec): 3 clusters
  Score: Raw -35132148.120149 + Penalty 6100.047653 = -35126048.072496
  nChanged 251
		SP:Iteration 29Q (51008.090000 sec): 3 clusters
  Score: Raw -35132192.531695 + Penalty 6100.047653 = -35126092.484042
  nChanged 215
		SP:Iteration 30Q (51009.600000 sec): 3 clusters
  Score: Raw -35132230.175371 + Penalty 6100.047653 = -35126130.127718
  nChanged 196
		SP:Iteration 31Q (51011.310000 sec): 3 clusters
  Score: Raw -35132264.409331 + Penalty 6100.047653 = -35126164.361679
  nChanged 164
		SP:Iteration 32Q (51013.050000 sec): 3 clusters
  Score: Raw -35132292.840671 + Penalty 6100.047653 = -35126192.793018
  nChanged 151
		SP:Iteration 33Q (51014.770000 sec): 3 clusters
  Score: Raw -35132317.701918 + Penalty 6100.047653 = -35126217.654265
  nChanged 142
		SP:Iteration 34Q (51016.440000 sec): 3 clusters
  Score: Raw -35132344.034955 + Penalty 6100.047653 = -35126243.987303
  nChanged 145
		SP:Iteration 35Q (51018.240000 sec): 3 clusters
  Score: Raw -35132372.576955 + Penalty 6100.047653 = -35126272.529303
  nChanged 140
		SP:Iteration 36Q (51019.950000 sec): 3 clusters
  Score: Raw -35132395.067825 + Penalty 6100.047653 = -35126295.020172
  nChanged 109
		SP:Iteration 37Q (51021.490000 sec): 3 clusters
  Score: Raw -35132411.546133 + Penalty 6100.047653 = -35126311.498480
  nChanged 101
		SP:Iteration 38Q (51023.120000 sec): 3 clusters
  Score: Raw -35132427.876649 + Penalty 6100.047653 = -35126327.828996
  nChanged 85
		SP:Iteration 39Q (51024.910000 sec): 3 clusters
  Score: Raw -35132440.558119 + Penalty 6100.047653 = -35126340.510467
  nChanged 86
		SP:Iteration 40F (51026.960000 sec): 3 clusters
  Score: Raw -35132455.419689 + Penalty 6100.047653 = -35126355.372036
  nChanged 89
		SP:Iteration 41Q (51029.030000 sec): 3 clusters
  Score: Raw -35132473.166320 + Penalty 6100.047653 = -35126373.118667
  nChanged 81
		SP:Iteration 42Q (51031.100000 sec): 3 clusters
  Score: Raw -35132488.091444 + Penalty 6100.047653 = -35126388.043792
  nChanged 80
		SP:Iteration 43Q (51033.150000 sec): 3 clusters
  Score: Raw -35132502.532466 + Penalty 6100.047653 = -35126402.484813
  nChanged 79
		SP:Iteration 44Q (51035.200000 sec): 3 clusters
  Score: Raw -35132518.691017 + Penalty 6100.047653 = -35126418.643364
  nChanged 86
		SP:Iteration 45Q (51037.250000 sec): 3 clusters
  Score: Raw -35132536.172495 + Penalty 6100.047653 = -35126436.124842
  nChanged 99
		SP:Iteration 46Q (51038.740000 sec): 3 clusters
  Score: Raw -35132556.695505 + Penalty 6100.047653 = -35126456.647852
  nChanged 92
		SP:Iteration 47Q (51040.410000 sec): 3 clusters
  Score: Raw -35132575.001025 + Penalty 6100.047653 = -35126474.953372
  nChanged 80
		SP:Iteration 48Q (51041.960000 sec): 3 clusters
  Score: Raw -35132588.010373 + Penalty 6100.047653 = -35126487.962721
  nChanged 57
		SP:Iteration 49Q (51043.810000 sec): 3 clusters
  Score: Raw -35132597.140615 + Penalty 6100.047653 = -35126497.092962
  nChanged 54
		SP:Iteration 50Q (51045.530000 sec): 3 clusters
  Score: Raw -35132606.232672 + Penalty 6100.047653 = -35126506.185019
  nChanged 63
		SP:Iteration 51Q (51047.170000 sec): 3 clusters
  Score: Raw -35132619.281132 + Penalty 6100.047653 = -35126519.233479
  nChanged 65
		SP:Iteration 52Q (51048.870000 sec): 3 clusters
  Score: Raw -35132633.501161 + Penalty 6100.047653 = -35126533.453508
  nChanged 72
		SP:Iteration 53Q (51050.540000 sec): 3 clusters
  Score: Raw -35132647.981495 + Penalty 6100.047653 = -35126547.933843
  nChanged 61
		SP:Iteration 54Q (51052.160000 sec): 3 clusters
  Score: Raw -35132659.214506 + Penalty 6100.047653 = -35126559.166853
  nChanged 56
		SP:Iteration 55Q (51053.810000 sec): 3 clusters
  Score: Raw -35132668.469530 + Penalty 6100.047653 = -35126568.421878
  nChanged 50
		SP:Iteration 56Q (51055.300000 sec): 3 clusters
  Score: Raw -35132676.805354 + Penalty 6100.047653 = -35126576.757702
  nChanged 51
		SP:Iteration 57Q (51056.670000 sec): 3 clusters
  Score: Raw -35132684.285389 + Penalty 6100.047653 = -35126584.237737
  nChanged 44
		SP:Iteration 58Q (51058.180000 sec): 3 clusters
  Score: Raw -35132691.179621 + Penalty 6100.047653 = -35126591.131969
  nChanged 41
		SP:Iteration 59Q (51059.680000 sec): 3 clusters
  Score: Raw -35132698.058805 + Penalty 6100.047653 = -35126598.011152
  nChanged 28
		SP:Iteration 60F (51061.260000 sec): 3 clusters
  Score: Raw -35132704.585717 + Penalty 6100.047653 = -35126604.538065
  nChanged 37
		SP:Iteration 61Q (51062.720000 sec): 3 clusters
  Score: Raw -35132710.224183 + Penalty 6100.047653 = -35126610.176530
  nChanged 27
		SP:Iteration 62Q (51064.360000 sec): 3 clusters
  Score: Raw -35132714.743169 + Penalty 6100.047653 = -35126614.695517
  nChanged 24
		SP:Iteration 63Q (51065.920000 sec): 3 clusters
  Score: Raw -35132718.114881 + Penalty 6100.047653 = -35126618.067228
  nChanged 24
		SP:Iteration 64Q (51067.590000 sec): 3 clusters
  Score: Raw -35132721.766104 + Penalty 6100.047653 = -35126621.718451
  nChanged 17
		SP:Iteration 65Q (51069.270000 sec): 3 clusters
  Score: Raw -35132723.811065 + Penalty 6100.047653 = -35126623.763413
  nChanged 8
		SP:Iteration 66Q (51071.000000 sec): 3 clusters
  Score: Raw -35132724.673945 + Penalty 6100.047653 = -35126624.626292
  nChanged 5
		SP:Iteration 67Q (51072.690000 sec): 3 clusters
  Score: Raw -35132725.431735 + Penalty 6100.047653 = -35126625.384082
  nChanged 6
		SP:Iteration 68Q (51074.480000 sec): 3 clusters
  Score: Raw -35132726.026877 + Penalty 6100.047653 = -35126625.979224
  nChanged 6
		SP:Iteration 69Q (51076.280000 sec): 3 clusters
  Score: Raw -35132726.681349 + Penalty 6100.047653 = -35126626.633696
  nChanged 6
		SP:Iteration 70Q (51077.980000 sec): 3 clusters
  Score: Raw -35132727.483340 + Penalty 6100.047653 = -35126627.435687
  nChanged 6
		SP:Iteration 71Q (51079.820000 sec): 3 clusters
  Score: Raw -35132728.203376 + Penalty 6100.047653 = -35126628.155723
  nChanged 5
		SP:Iteration 72Q (51081.530000 sec): 3 clusters
  Score: Raw -35132728.836822 + Penalty 6100.047653 = -35126628.789170
  nChanged 1
		SP:Iteration 73Q (51083.310000 sec): 3 clusters
  Score: Raw -35132728.903565 + Penalty 6100.047653 = -35126628.855912
  nChanged 0
		SP:Iteration 74F (51085.060000 sec): 3 clusters
  Score: Raw -35132728.903565 + Penalty 6100.047653 = -35126628.855912
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (9941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51085.310000 sec): 2 clusters
  Score: Raw -1522321.817596 + Penalty 2282.696879 = -1520039.120717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51085.560000 sec): 3 clusters
  Score: Raw -1517015.409829 + Penalty 4565.393758 = -1512450.016072
  nChanged 4150
		SP:Iteration 1F (51085.800000 sec): 3 clusters
  Score: Raw -1519204.146631 + Penalty 4565.393758 = -1514638.752873
  nChanged 622
		SP:Iteration 2F (51086.040000 sec): 3 clusters
  Score: Raw -1519479.898861 + Penalty 4565.393758 = -1514914.505104
  nChanged 476
		SP:Iteration 3Q (51086.270000 sec): 3 clusters
  Score: Raw -1519697.180918 + Penalty 4565.393758 = -1515131.787161
  nChanged 450
		SP:Iteration 4Q (51086.420000 sec): 3 clusters
  Score: Raw -1519915.994355 + Penalty 4565.393758 = -1515350.600597
  nChanged 460
		SP:Iteration 5Q (51086.680000 sec): 3 clusters
  Score: Raw -1520148.637688 + Penalty 4565.393758 = -1515583.243931
  nChanged 454
		SP:Iteration 6Q (51086.830000 sec): 3 clusters
  Score: Raw -1520411.956639 + Penalty 4565.393758 = -1515846.562882
  nChanged 453
		SP:Iteration 7Q (51087.010000 sec): 3 clusters
  Score: Raw -1520686.815740 + Penalty 4565.393758 = -1516121.421982
  nChanged 482
		SP:Iteration 8Q (51087.300000 sec): 3 clusters
  Score: Raw -1520995.233000 + Penalty 4565.393758 = -1516429.839243
  nChanged 478
		SP:Iteration 9Q (51087.450000 sec): 3 clusters
  Score: Raw -1521291.699311 + Penalty 4565.393758 = -1516726.305553
  nChanged 431
		SP:Iteration 10Q (51087.660000 sec): 3 clusters
  Score: Raw -1521565.003916 + Penalty 4565.393758 = -1516999.610159
  nChanged 411
		SP:Iteration 11Q (51087.890000 sec): 3 clusters
  Score: Raw -1521807.937865 + Penalty 4565.393758 = -1517242.544108
  nChanged 367
		SP:Iteration 12Q (51088.180000 sec): 3 clusters
  Score: Raw -1522035.561114 + Penalty 4565.393758 = -1517470.167356
  nChanged 353
		SP:Iteration 13Q (51088.450000 sec): 3 clusters
  Score: Raw -1522258.352172 + Penalty 4565.393758 = -1517692.958415
  nChanged 365
		SP:Iteration 14Q (51088.700000 sec): 3 clusters
  Score: Raw -1522492.427521 + Penalty 4565.393758 = -1517927.033763
  nChanged 308
		SP:Iteration 15Q (51088.940000 sec): 3 clusters
  Score: Raw -1522684.333442 + Penalty 4565.393758 = -1518118.939685
  nChanged 268
		SP:Iteration 16Q (51089.200000 sec): 3 clusters
  Score: Raw -1522849.051228 + Penalty 4565.393758 = -1518283.657470
  nChanged 227
		SP:Iteration 17Q (51089.460000 sec): 3 clusters
  Score: Raw -1522987.251856 + Penalty 4565.393758 = -1518421.858099
  nChanged 194
		SP:Iteration 18Q (51089.690000 sec): 3 clusters
  Score: Raw -1523105.280623 + Penalty 4565.393758 = -1518539.886865
  nChanged 147
		SP:Iteration 19Q (51089.970000 sec): 3 clusters
  Score: Raw -1523190.117791 + Penalty 4565.393758 = -1518624.724034
  nChanged 118
		SP:Iteration 20F (51090.190000 sec): 3 clusters
  Score: Raw -1523254.498330 + Penalty 4565.393758 = -1518689.104573
  nChanged 82
		SP:Iteration 21Q (51090.450000 sec): 3 clusters
  Score: Raw -1523294.575175 + Penalty 4565.393758 = -1518729.181417
  nChanged 54
		SP:Iteration 22Q (51090.700000 sec): 3 clusters
  Score: Raw -1523319.861505 + Penalty 4565.393758 = -1518754.467747
  nChanged 54
		SP:Iteration 23Q (51090.950000 sec): 3 clusters
  Score: Raw -1523350.676913 + Penalty 4565.393758 = -1518785.283156
  nChanged 52
		SP:Iteration 24Q (51091.180000 sec): 3 clusters
  Score: Raw -1523376.314789 + Penalty 4565.393758 = -1518810.921031
  nChanged 33
		SP:Iteration 25Q (51091.430000 sec): 3 clusters
  Score: Raw -1523393.997951 + Penalty 4565.393758 = -1518828.604194
  nChanged 26
		SP:Iteration 26Q (51091.770000 sec): 3 clusters
  Score: Raw -1523407.241458 + Penalty 4565.393758 = -1518841.847701
  nChanged 18
		SP:Iteration 27Q (51092.040000 sec): 3 clusters
  Score: Raw -1523414.549917 + Penalty 4565.393758 = -1518849.156159
  nChanged 16
		SP:Iteration 28Q (51092.290000 sec): 3 clusters
  Score: Raw -1523422.185699 + Penalty 4565.393758 = -1518856.791941
  nChanged 13
		SP:Iteration 29Q (51092.520000 sec): 3 clusters
  Score: Raw -1523431.073084 + Penalty 4565.393758 = -1518865.679326
  nChanged 22
		SP:Iteration 30Q (51092.790000 sec): 3 clusters
  Score: Raw -1523443.206434 + Penalty 4565.393758 = -1518877.812677
  nChanged 14
		SP:Iteration 31Q (51093.070000 sec): 3 clusters
  Score: Raw -1523450.808076 + Penalty 4565.393758 = -1518885.414318
  nChanged 8
		SP:Iteration 32Q (51093.310000 sec): 3 clusters
  Score: Raw -1523454.594418 + Penalty 4565.393758 = -1518889.200660
  nChanged 9
		SP:Iteration 33Q (51093.500000 sec): 3 clusters
  Score: Raw -1523458.936763 + Penalty 4565.393758 = -1518893.543006
  nChanged 6
		SP:Iteration 34Q (51093.700000 sec): 3 clusters
  Score: Raw -1523461.823271 + Penalty 4565.393758 = -1518896.429513
  nChanged 6
		SP:Iteration 35Q (51093.900000 sec): 3 clusters
  Score: Raw -1523464.302075 + Penalty 4565.393758 = -1518898.908318
  nChanged 3
		SP:Iteration 36Q (51094.160000 sec): 3 clusters
  Score: Raw -1523465.988119 + Penalty 4565.393758 = -1518900.594361
  nChanged 1
		SP:Iteration 37Q (51094.450000 sec): 3 clusters
  Score: Raw -1523466.184034 + Penalty 4565.393758 = -1518900.790276
  nChanged 1
		SP:Iteration 38Q (51094.710000 sec): 3 clusters
  Score: Raw -1523466.735991 + Penalty 4565.393758 = -1518901.342234
  nChanged 0
		SP:Iteration 39F (51094.970000 sec): 3 clusters
  Score: Raw -1523466.735991 + Penalty 4565.393758 = -1518901.342234
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (16411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51095.180000 sec): 2 clusters
  Score: Raw -2554956.493328 + Penalty 2407.015366 = -2552549.477962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51095.500000 sec): 3 clusters
  Score: Raw -2545565.559786 + Penalty 4814.030732 = -2540751.529054
  nChanged 7141
		SP:Iteration 1F (51095.740000 sec): 3 clusters
  Score: Raw -2549483.794302 + Penalty 4814.030732 = -2544669.763570
  nChanged 990
		SP:Iteration 2F (51096.040000 sec): 3 clusters
  Score: Raw -2549962.873764 + Penalty 4814.030732 = -2545148.843032
  nChanged 901
		SP:Iteration 3F (51096.330000 sec): 3 clusters
  Score: Raw -2550505.707964 + Penalty 4814.030732 = -2545691.677232
  nChanged 949
		SP:Iteration 4F (51096.580000 sec): 3 clusters
  Score: Raw -2551182.115869 + Penalty 4814.030732 = -2546368.085137
  nChanged 1081
		SP:Iteration 5F (51096.860000 sec): 3 clusters
  Score: Raw -2552106.766466 + Penalty 4814.030732 = -2547292.735734
  nChanged 1170
		SP:Iteration 6F (51097.190000 sec): 3 clusters
  Score: Raw -2553097.093475 + Penalty 4814.030732 = -2548283.062744
  nChanged 1125
		SP:Iteration 7F (51097.460000 sec): 3 clusters
  Score: Raw -2553959.565781 + Penalty 4814.030732 = -2549145.535049
  nChanged 964
		SP:Iteration 8F (51097.780000 sec): 3 clusters
  Score: Raw -2554603.916155 + Penalty 4814.030732 = -2549789.885423
  nChanged 721
		SP:Iteration 9Q (51098.050000 sec): 3 clusters
  Score: Raw -2555012.810220 + Penalty 4814.030732 = -2550198.779488
  nChanged 539
		SP:Iteration 10Q (51098.330000 sec): 3 clusters
  Score: Raw -2555226.517797 + Penalty 4814.030732 = -2550412.487065
  nChanged 341
		SP:Iteration 11Q (51098.700000 sec): 3 clusters
  Score: Raw -2555331.856579 + Penalty 4814.030732 = -2550517.825847
  nChanged 239
		SP:Iteration 12Q (51098.950000 sec): 3 clusters
  Score: Raw -2555384.156007 + Penalty 4814.030732 = -2550570.125275
  nChanged 161
		SP:Iteration 13Q (51099.250000 sec): 3 clusters
  Score: Raw -2555418.516654 + Penalty 4814.030732 = -2550604.485922
  nChanged 133
		SP:Iteration 14Q (51099.550000 sec): 3 clusters
  Score: Raw -2555441.181485 + Penalty 4814.030732 = -2550627.150753
  nChanged 86
		SP:Iteration 15Q (51099.860000 sec): 3 clusters
  Score: Raw -2555456.005989 + Penalty 4814.030732 = -2550641.975257
  nChanged 79
		SP:Iteration 16Q (51100.180000 sec): 3 clusters
  Score: Raw -2555468.442415 + Penalty 4814.030732 = -2550654.411683
  nChanged 70
		SP:Iteration 17Q (51100.500000 sec): 3 clusters
  Score: Raw -2555478.359956 + Penalty 4814.030732 = -2550664.329225
  nChanged 57
		SP:Iteration 18Q (51100.780000 sec): 3 clusters
  Score: Raw -2555486.481308 + Penalty 4814.030732 = -2550672.450576
  nChanged 49
		SP:Iteration 19Q (51101.060000 sec): 3 clusters
  Score: Raw -2555492.677595 + Penalty 4814.030732 = -2550678.646863
  nChanged 44
		SP:Iteration 20F (51101.350000 sec): 3 clusters
  Score: Raw -2555498.655481 + Penalty 4814.030732 = -2550684.624749
  nChanged 32
		SP:Iteration 21Q (51101.640000 sec): 3 clusters
  Score: Raw -2555502.815994 + Penalty 4814.030732 = -2550688.785262
  nChanged 37
		SP:Iteration 22Q (51101.930000 sec): 3 clusters
  Score: Raw -2555507.361657 + Penalty 4814.030732 = -2550693.330926
  nChanged 25
		SP:Iteration 23Q (51102.260000 sec): 3 clusters
  Score: Raw -2555510.021159 + Penalty 4814.030732 = -2550695.990427
  nChanged 27
		SP:Iteration 24Q (51102.560000 sec): 3 clusters
  Score: Raw -2555512.817828 + Penalty 4814.030732 = -2550698.787097
  nChanged 20
		SP:Iteration 25Q (51102.920000 sec): 3 clusters
  Score: Raw -2555515.225427 + Penalty 4814.030732 = -2550701.194695
  nChanged 17
		SP:Iteration 26Q (51103.250000 sec): 3 clusters
  Score: Raw -2555516.976364 + Penalty 4814.030732 = -2550702.945632
  nChanged 16
		SP:Iteration 27Q (51103.520000 sec): 3 clusters
  Score: Raw -2555518.540617 + Penalty 4814.030732 = -2550704.509886
  nChanged 11
		SP:Iteration 28Q (51103.820000 sec): 3 clusters
  Score: Raw -2555519.436969 + Penalty 4814.030732 = -2550705.406237
  nChanged 12
		SP:Iteration 29Q (51104.150000 sec): 3 clusters
  Score: Raw -2555520.524248 + Penalty 4814.030732 = -2550706.493516
  nChanged 13
		SP:Iteration 30Q (51104.450000 sec): 3 clusters
  Score: Raw -2555521.992370 + Penalty 4814.030732 = -2550707.961639
  nChanged 13
		SP:Iteration 31Q (51104.790000 sec): 3 clusters
  Score: Raw -2555523.319490 + Penalty 4814.030732 = -2550709.288758
  nChanged 13
		SP:Iteration 32Q (51105.120000 sec): 3 clusters
  Score: Raw -2555524.617046 + Penalty 4814.030732 = -2550710.586314
  nChanged 12
		SP:Iteration 33Q (51105.390000 sec): 3 clusters
  Score: Raw -2555526.108170 + Penalty 4814.030732 = -2550712.077438
  nChanged 16
		SP:Iteration 34Q (51105.710000 sec): 3 clusters
  Score: Raw -2555528.055700 + Penalty 4814.030732 = -2550714.024968
  nChanged 19
		SP:Iteration 35Q (51106.000000 sec): 3 clusters
  Score: Raw -2555530.779390 + Penalty 4814.030732 = -2550716.748658
  nChanged 17
		SP:Iteration 36Q (51106.280000 sec): 3 clusters
  Score: Raw -2555532.955773 + Penalty 4814.030732 = -2550718.925041
  nChanged 22
		SP:Iteration 37Q (51106.560000 sec): 3 clusters
  Score: Raw -2555535.559273 + Penalty 4814.030732 = -2550721.528541
  nChanged 14
		SP:Iteration 38Q (51106.840000 sec): 3 clusters
  Score: Raw -2555537.011225 + Penalty 4814.030732 = -2550722.980493
  nChanged 10
		SP:Iteration 39Q (51107.150000 sec): 3 clusters
  Score: Raw -2555538.229759 + Penalty 4814.030732 = -2550724.199027
  nChanged 9
		SP:Iteration 40F (51107.410000 sec): 3 clusters
  Score: Raw -2555539.531597 + Penalty 4814.030732 = -2550725.500865
  nChanged 13
		SP:Iteration 41Q (51107.730000 sec): 3 clusters
  Score: Raw -2555540.425340 + Penalty 4814.030732 = -2550726.394608
  nChanged 5
		SP:Iteration 42Q (51108.080000 sec): 3 clusters
  Score: Raw -2555540.726465 + Penalty 4814.030732 = -2550726.695733
  nChanged 6
		SP:Iteration 43Q (51108.440000 sec): 3 clusters
  Score: Raw -2555541.262122 + Penalty 4814.030732 = -2550727.231390
  nChanged 6
		SP:Iteration 44Q (51108.810000 sec): 3 clusters
  Score: Raw -2555541.850158 + Penalty 4814.030732 = -2550727.819426
  nChanged 5
		SP:Iteration 45Q (51109.080000 sec): 3 clusters
  Score: Raw -2555542.301286 + Penalty 4814.030732 = -2550728.270554
  nChanged 4
		SP:Iteration 46Q (51109.330000 sec): 3 clusters
  Score: Raw -2555542.569736 + Penalty 4814.030732 = -2550728.539004
  nChanged 3
		SP:Iteration 47Q (51109.700000 sec): 3 clusters
  Score: Raw -2555542.680345 + Penalty 4814.030732 = -2550728.649613
  nChanged 1
		SP:Iteration 48Q (51110.050000 sec): 3 clusters
  Score: Raw -2555542.787601 + Penalty 4814.030732 = -2550728.756869
  nChanged 1
		SP:Iteration 49Q (51110.420000 sec): 3 clusters
  Score: Raw -2555542.939895 + Penalty 4814.030732 = -2550728.909163
  nChanged 1
		SP:Iteration 50Q (51110.680000 sec): 3 clusters
  Score: Raw -2555543.012708 + Penalty 4814.030732 = -2550728.981977
  nChanged 1
		SP:Iteration 51Q (51110.960000 sec): 3 clusters
  Score: Raw -2555543.093192 + Penalty 4814.030732 = -2550729.062460
  nChanged 3
		SP:Iteration 52Q (51111.250000 sec): 3 clusters
  Score: Raw -2555543.529474 + Penalty 4814.030732 = -2550729.498742
  nChanged 3
		SP:Iteration 53Q (51111.540000 sec): 3 clusters
  Score: Raw -2555543.836595 + Penalty 4814.030732 = -2550729.805863
  nChanged 3
		SP:Iteration 54Q (51111.840000 sec): 3 clusters
  Score: Raw -2555544.087070 + Penalty 4814.030732 = -2550730.056339
  nChanged 2
		SP:Iteration 55Q (51112.140000 sec): 3 clusters
  Score: Raw -2555544.184668 + Penalty 4814.030732 = -2550730.153936
  nChanged 1
		SP:Iteration 56Q (51112.540000 sec): 3 clusters
  Score: Raw -2555544.341083 + Penalty 4814.030732 = -2550730.310351
  nChanged 1
		SP:Iteration 57Q (51112.820000 sec): 3 clusters
  Score: Raw -2555544.388603 + Penalty 4814.030732 = -2550730.357871
  nChanged 0
		SP:Iteration 58F (51113.080000 sec): 3 clusters
  Score: Raw -2555544.388603 + Penalty 4814.030732 = -2550730.357871
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (3958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51113.210000 sec): 2 clusters
  Score: Raw -618500.664594 + Penalty 2054.306543 = -616446.358050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51113.400000 sec): 3 clusters
  Score: Raw -616739.546477 + Penalty 4108.613087 = -612630.933390
  nChanged 1467
		SP:Iteration 1F (51113.550000 sec): 3 clusters
  Score: Raw -617699.977197 + Penalty 4108.613087 = -613591.364111
  nChanged 308
		SP:Iteration 2F (51113.730000 sec): 3 clusters
  Score: Raw -617932.094168 + Penalty 4108.613087 = -613823.481082
  nChanged 203
		SP:Iteration 3F (51113.950000 sec): 3 clusters
  Score: Raw -618094.974225 + Penalty 4108.613087 = -613986.361139
  nChanged 180
		SP:Iteration 4Q (51114.130000 sec): 3 clusters
  Score: Raw -618221.875726 + Penalty 4108.613087 = -614113.262640
  nChanged 149
		SP:Iteration 5Q (51114.320000 sec): 3 clusters
  Score: Raw -618325.933696 + Penalty 4108.613087 = -614217.320610
  nChanged 124
		SP:Iteration 6Q (51114.480000 sec): 3 clusters
  Score: Raw -618417.967039 + Penalty 4108.613087 = -614309.353952
  nChanged 104
		SP:Iteration 7Q (51114.660000 sec): 3 clusters
  Score: Raw -618482.901003 + Penalty 4108.613087 = -614374.287917
  nChanged 88
		SP:Iteration 8Q (51114.830000 sec): 3 clusters
  Score: Raw -618533.964975 + Penalty 4108.613087 = -614425.351888
  nChanged 82
		SP:Iteration 9Q (51115.070000 sec): 3 clusters
  Score: Raw -618582.578239 + Penalty 4108.613087 = -614473.965152
  nChanged 72
		SP:Iteration 10Q (51115.270000 sec): 3 clusters
  Score: Raw -618633.752003 + Penalty 4108.613087 = -614525.138916
  nChanged 71
		SP:Iteration 11Q (51115.460000 sec): 3 clusters
  Score: Raw -618684.597345 + Penalty 4108.613087 = -614575.984259
  nChanged 67
		SP:Iteration 12Q (51115.650000 sec): 3 clusters
  Score: Raw -618729.753930 + Penalty 4108.613087 = -614621.140843
  nChanged 56
		SP:Iteration 13Q (51115.820000 sec): 3 clusters
  Score: Raw -618779.793655 + Penalty 4108.613087 = -614671.180569
  nChanged 59
		SP:Iteration 14Q (51115.950000 sec): 3 clusters
  Score: Raw -618823.330870 + Penalty 4108.613087 = -614714.717784
  nChanged 43
		SP:Iteration 15Q (51116.110000 sec): 3 clusters
  Score: Raw -618851.376046 + Penalty 4108.613087 = -614742.762960
  nChanged 40
		SP:Iteration 16Q (51116.280000 sec): 3 clusters
  Score: Raw -618874.941833 + Penalty 4108.613087 = -614766.328747
  nChanged 34
		SP:Iteration 17Q (51116.420000 sec): 3 clusters
  Score: Raw -618897.043601 + Penalty 4108.613087 = -614788.430514
  nChanged 28
		SP:Iteration 18Q (51116.620000 sec): 3 clusters
  Score: Raw -618914.316195 + Penalty 4108.613087 = -614805.703108
  nChanged 26
		SP:Iteration 19Q (51116.780000 sec): 3 clusters
  Score: Raw -618929.611027 + Penalty 4108.613087 = -614820.997940
  nChanged 21
		SP:Iteration 20F (51116.950000 sec): 3 clusters
  Score: Raw -618946.070731 + Penalty 4108.613087 = -614837.457644
  nChanged 31
		SP:Iteration 21Q (51117.130000 sec): 3 clusters
  Score: Raw -618971.019743 + Penalty 4108.613087 = -614862.406656
  nChanged 30
		SP:Iteration 22Q (51117.300000 sec): 3 clusters
  Score: Raw -618997.171049 + Penalty 4108.613087 = -614888.557962
  nChanged 30
		SP:Iteration 23Q (51117.500000 sec): 3 clusters
  Score: Raw -619018.414082 + Penalty 4108.613087 = -614909.800995
  nChanged 19
		SP:Iteration 24Q (51117.630000 sec): 3 clusters
  Score: Raw -619033.330061 + Penalty 4108.613087 = -614924.716975
  nChanged 22
		SP:Iteration 25Q (51117.770000 sec): 3 clusters
  Score: Raw -619053.181064 + Penalty 4108.613087 = -614944.567978
  nChanged 17
		SP:Iteration 26Q (51117.920000 sec): 3 clusters
  Score: Raw -619063.082879 + Penalty 4108.613087 = -614954.469793
  nChanged 14
		SP:Iteration 27Q (51118.100000 sec): 3 clusters
  Score: Raw -619072.190029 + Penalty 4108.613087 = -614963.576942
  nChanged 13
		SP:Iteration 28Q (51118.290000 sec): 3 clusters
  Score: Raw -619080.455685 + Penalty 4108.613087 = -614971.842598
  nChanged 15
		SP:Iteration 29Q (51118.420000 sec): 3 clusters
  Score: Raw -619088.654721 + Penalty 4108.613087 = -614980.041634
  nChanged 9
		SP:Iteration 30Q (51118.630000 sec): 3 clusters
  Score: Raw -619093.538538 + Penalty 4108.613087 = -614984.925452
  nChanged 8
		SP:Iteration 31Q (51118.840000 sec): 3 clusters
  Score: Raw -619098.300944 + Penalty 4108.613087 = -614989.687858
  nChanged 5
		SP:Iteration 32Q (51119.010000 sec): 3 clusters
  Score: Raw -619102.307664 + Penalty 4108.613087 = -614993.694578
  nChanged 5
		SP:Iteration 33Q (51119.180000 sec): 3 clusters
  Score: Raw -619105.549897 + Penalty 4108.613087 = -614996.936811
  nChanged 5
		SP:Iteration 34Q (51119.360000 sec): 3 clusters
  Score: Raw -619109.426000 + Penalty 4108.613087 = -615000.812913
  nChanged 6
		SP:Iteration 35Q (51119.480000 sec): 3 clusters
  Score: Raw -619112.366100 + Penalty 4108.613087 = -615003.753014
  nChanged 2
		SP:Iteration 36Q (51119.680000 sec): 3 clusters
  Score: Raw -619113.815203 + Penalty 4108.613087 = -615005.202116
  nChanged 1
		SP:Iteration 37Q (51119.860000 sec): 3 clusters
  Score: Raw -619114.743693 + Penalty 4108.613087 = -615006.130607
  nChanged 0
		SP:Iteration 38F (51120.020000 sec): 3 clusters
  Score: Raw -619114.743693 + Penalty 4108.613087 = -615006.130607
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (4745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51120.150000 sec): 2 clusters
  Score: Raw -681790.183981 + Penalty 2099.281984 = -679690.901996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51120.350000 sec): 3 clusters
  Score: Raw -679515.008849 + Penalty 4198.563969 = -675316.444881
  nChanged 1772
		SP:Iteration 1F (51120.560000 sec): 3 clusters
  Score: Raw -680606.066071 + Penalty 4198.563969 = -676407.502102
  nChanged 396
		SP:Iteration 2F (51120.690000 sec): 3 clusters
  Score: Raw -680892.825376 + Penalty 4198.563969 = -676694.261408
  nChanged 286
		SP:Iteration 3F (51120.890000 sec): 3 clusters
  Score: Raw -681103.824447 + Penalty 4198.563969 = -676905.260478
  nChanged 234
		SP:Iteration 4Q (51121.060000 sec): 3 clusters
  Score: Raw -681268.948641 + Penalty 4198.563969 = -677070.384673
  nChanged 191
		SP:Iteration 5Q (51121.260000 sec): 3 clusters
  Score: Raw -681413.411689 + Penalty 4198.563969 = -677214.847721
  nChanged 153
		SP:Iteration 6Q (51121.470000 sec): 3 clusters
  Score: Raw -681518.007140 + Penalty 4198.563969 = -677319.443171
  nChanged 141
		SP:Iteration 7Q (51121.610000 sec): 3 clusters
  Score: Raw -681606.615716 + Penalty 4198.563969 = -677408.051748
  nChanged 121
		SP:Iteration 8Q (51121.760000 sec): 3 clusters
  Score: Raw -681691.093182 + Penalty 4198.563969 = -677492.529213
  nChanged 127
		SP:Iteration 9Q (51121.970000 sec): 3 clusters
  Score: Raw -681782.014706 + Penalty 4198.563969 = -677583.450738
  nChanged 113
		SP:Iteration 10Q (51122.140000 sec): 3 clusters
  Score: Raw -681857.307277 + Penalty 4198.563969 = -677658.743308
  nChanged 101
		SP:Iteration 11Q (51122.320000 sec): 3 clusters
  Score: Raw -681923.545676 + Penalty 4198.563969 = -677724.981708
  nChanged 94
		SP:Iteration 12Q (51122.520000 sec): 3 clusters
  Score: Raw -681992.584036 + Penalty 4198.563969 = -677794.020067
  nChanged 94
		SP:Iteration 13Q (51122.720000 sec): 3 clusters
  Score: Raw -682067.342346 + Penalty 4198.563969 = -677868.778377
  nChanged 113
		SP:Iteration 14Q (51122.940000 sec): 3 clusters
  Score: Raw -682141.913284 + Penalty 4198.563969 = -677943.349316
  nChanged 87
		SP:Iteration 15Q (51123.130000 sec): 3 clusters
  Score: Raw -682195.196318 + Penalty 4198.563969 = -677996.632349
  nChanged 64
		SP:Iteration 16Q (51123.260000 sec): 3 clusters
  Score: Raw -682229.905984 + Penalty 4198.563969 = -678031.342015
  nChanged 50
		SP:Iteration 17Q (51123.400000 sec): 3 clusters
  Score: Raw -682262.758216 + Penalty 4198.563969 = -678064.194247
  nChanged 55
		SP:Iteration 18Q (51123.600000 sec): 3 clusters
  Score: Raw -682295.147283 + Penalty 4198.563969 = -678096.583314
  nChanged 45
		SP:Iteration 19Q (51123.770000 sec): 3 clusters
  Score: Raw -682325.813005 + Penalty 4198.563969 = -678127.249037
  nChanged 45
		SP:Iteration 20F (51123.910000 sec): 3 clusters
  Score: Raw -682356.638300 + Penalty 4198.563969 = -678158.074332
  nChanged 36
		SP:Iteration 21Q (51124.120000 sec): 3 clusters
  Score: Raw -682382.289534 + Penalty 4198.563969 = -678183.725566
  nChanged 40
		SP:Iteration 22Q (51124.260000 sec): 3 clusters
  Score: Raw -682414.143594 + Penalty 4198.563969 = -678215.579626
  nChanged 44
		SP:Iteration 23Q (51124.470000 sec): 3 clusters
  Score: Raw -682446.285460 + Penalty 4198.563969 = -678247.721491
  nChanged 46
		SP:Iteration 24Q (51124.650000 sec): 3 clusters
  Score: Raw -682486.955260 + Penalty 4198.563969 = -678288.391291
  nChanged 46
		SP:Iteration 25Q (51124.850000 sec): 3 clusters
  Score: Raw -682533.344545 + Penalty 4198.563969 = -678334.780576
  nChanged 55
		SP:Iteration 26Q (51124.970000 sec): 3 clusters
  Score: Raw -682609.560448 + Penalty 4198.563969 = -678410.996479
  nChanged 52
		SP:Iteration 27Q (51125.140000 sec): 3 clusters
  Score: Raw -682688.140508 + Penalty 4198.563969 = -678489.576539
  nChanged 56
		SP:Iteration 28Q (51125.320000 sec): 3 clusters
  Score: Raw -682773.620832 + Penalty 4198.563969 = -678575.056863
  nChanged 58
		SP:Iteration 29Q (51125.490000 sec): 3 clusters
  Score: Raw -682834.296531 + Penalty 4198.563969 = -678635.732562
  nChanged 48
		SP:Iteration 30Q (51125.620000 sec): 3 clusters
  Score: Raw -682869.272687 + Penalty 4198.563969 = -678670.708718
  nChanged 38
		SP:Iteration 31Q (51125.800000 sec): 3 clusters
  Score: Raw -682892.867712 + Penalty 4198.563969 = -678694.303743
  nChanged 23
		SP:Iteration 32Q (51125.980000 sec): 3 clusters
  Score: Raw -682906.238542 + Penalty 4198.563969 = -678707.674573
  nChanged 19
		SP:Iteration 33Q (51126.170000 sec): 3 clusters
  Score: Raw -682915.014595 + Penalty 4198.563969 = -678716.450627
  nChanged 10
		SP:Iteration 34Q (51126.300000 sec): 3 clusters
  Score: Raw -682920.120059 + Penalty 4198.563969 = -678721.556090
  nChanged 10
		SP:Iteration 35Q (51126.500000 sec): 3 clusters
  Score: Raw -682925.964847 + Penalty 4198.563969 = -678727.400878
  nChanged 14
		SP:Iteration 36Q (51126.710000 sec): 3 clusters
  Score: Raw -682935.136532 + Penalty 4198.563969 = -678736.572563
  nChanged 8
		SP:Iteration 37Q (51126.870000 sec): 3 clusters
  Score: Raw -682939.018064 + Penalty 4198.563969 = -678740.454095
  nChanged 8
		SP:Iteration 38Q (51127.010000 sec): 3 clusters
  Score: Raw -682943.409237 + Penalty 4198.563969 = -678744.845268
  nChanged 8
		SP:Iteration 39Q (51127.180000 sec): 3 clusters
  Score: Raw -682949.333335 + Penalty 4198.563969 = -678750.769367
  nChanged 9
		SP:Iteration 40F (51127.340000 sec): 3 clusters
  Score: Raw -682955.287121 + Penalty 4198.563969 = -678756.723153
  nChanged 9
		SP:Iteration 41Q (51127.550000 sec): 3 clusters
  Score: Raw -682959.828292 + Penalty 4198.563969 = -678761.264323
  nChanged 9
		SP:Iteration 42Q (51127.710000 sec): 3 clusters
  Score: Raw -682963.558029 + Penalty 4198.563969 = -678764.994060
  nChanged 4
		SP:Iteration 43Q (51127.870000 sec): 3 clusters
  Score: Raw -682966.364734 + Penalty 4198.563969 = -678767.800766
  nChanged 6
		SP:Iteration 44Q (51128.030000 sec): 3 clusters
  Score: Raw -682968.431249 + Penalty 4198.563969 = -678769.867281
  nChanged 4
		SP:Iteration 45Q (51128.200000 sec): 3 clusters
  Score: Raw -682969.949257 + Penalty 4198.563969 = -678771.385289
  nChanged 4
		SP:Iteration 46Q (51128.360000 sec): 3 clusters
  Score: Raw -682972.130503 + Penalty 4198.563969 = -678773.566534
  nChanged 3
		SP:Iteration 47Q (51128.520000 sec): 3 clusters
  Score: Raw -682973.297024 + Penalty 4198.563969 = -678774.733055
  nChanged 3
		SP:Iteration 48Q (51128.690000 sec): 3 clusters
  Score: Raw -682974.637192 + Penalty 4198.563969 = -678776.073223
  nChanged 2
		SP:Iteration 49Q (51128.870000 sec): 3 clusters
  Score: Raw -682975.536496 + Penalty 4198.563969 = -678776.972528
  nChanged 1
		SP:Iteration 50Q (51129.050000 sec): 3 clusters
  Score: Raw -682975.724558 + Penalty 4198.563969 = -678777.160589
  nChanged 0
		SP:Iteration 51F (51129.220000 sec): 3 clusters
  Score: Raw -682975.724558 + Penalty 4198.563969 = -678777.160589
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (24311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51129.520000 sec): 2 clusters
  Score: Raw -3802464.755990 + Penalty 2504.473682 = -3799960.282308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51129.890000 sec): 3 clusters
  Score: Raw -3788207.007884 + Penalty 5008.947364 = -3783198.060520
  nChanged 10794
		SP:Iteration 1F (51130.230000 sec): 3 clusters
  Score: Raw -3793840.872287 + Penalty 5008.947364 = -3788831.924923
  nChanged 1149
		SP:Iteration 2Q (51130.660000 sec): 3 clusters
  Score: Raw -3794214.125826 + Penalty 5008.947364 = -3789205.178462
  nChanged 1094
		SP:Iteration 3Q (51131.040000 sec): 3 clusters
  Score: Raw -3794606.229271 + Penalty 5008.947364 = -3789597.281907
  nChanged 1013
		SP:Iteration 4Q (51131.420000 sec): 3 clusters
  Score: Raw -3794961.145558 + Penalty 5008.947364 = -3789952.198194
  nChanged 996
		SP:Iteration 5Q (51131.840000 sec): 3 clusters
  Score: Raw -3795324.374268 + Penalty 5008.947364 = -3790315.426904
  nChanged 1022
		SP:Iteration 6Q (51132.270000 sec): 3 clusters
  Score: Raw -3795747.254126 + Penalty 5008.947364 = -3790738.306761
  nChanged 1093
		SP:Iteration 7Q (51132.690000 sec): 3 clusters
  Score: Raw -3796255.716702 + Penalty 5008.947364 = -3791246.769338
  nChanged 1201
		SP:Iteration 8Q (51133.120000 sec): 3 clusters
  Score: Raw -3796851.291402 + Penalty 5008.947364 = -3791842.344038
  nChanged 1318
		SP:Iteration 9F (51133.460000 sec): 3 clusters
  Score: Raw -3797595.163842 + Penalty 5008.947364 = -3792586.216477
  nChanged 1364
		SP:Iteration 10F (51133.800000 sec): 3 clusters
  Score: Raw -3798473.248269 + Penalty 5008.947364 = -3793464.300905
  nChanged 1474
		SP:Iteration 11F (51134.140000 sec): 3 clusters
  Score: Raw -3799534.730582 + Penalty 5008.947364 = -3794525.783218
  nChanged 1401
		SP:Iteration 12F (51134.530000 sec): 3 clusters
  Score: Raw -3800599.846706 + Penalty 5008.947364 = -3795590.899341
  nChanged 1189
		SP:Iteration 13Q (51134.920000 sec): 3 clusters
  Score: Raw -3801473.674859 + Penalty 5008.947364 = -3796464.727495
  nChanged 910
		SP:Iteration 14Q (51135.310000 sec): 3 clusters
  Score: Raw -3802086.513385 + Penalty 5008.947364 = -3797077.566021
  nChanged 632
		SP:Iteration 15Q (51135.740000 sec): 3 clusters
  Score: Raw -3802452.852113 + Penalty 5008.947364 = -3797443.904749
  nChanged 429
		SP:Iteration 16Q (51136.170000 sec): 3 clusters
  Score: Raw -3802680.483809 + Penalty 5008.947364 = -3797671.536445
  nChanged 277
		SP:Iteration 17Q (51136.610000 sec): 3 clusters
  Score: Raw -3802816.631460 + Penalty 5008.947364 = -3797807.684096
  nChanged 185
		SP:Iteration 18Q (51137.040000 sec): 3 clusters
  Score: Raw -3802909.658605 + Penalty 5008.947364 = -3797900.711241
  nChanged 148
		SP:Iteration 19Q (51137.480000 sec): 3 clusters
  Score: Raw -3802986.550506 + Penalty 5008.947364 = -3797977.603142
  nChanged 112
		SP:Iteration 20F (51137.870000 sec): 3 clusters
  Score: Raw -3803037.887209 + Penalty 5008.947364 = -3798028.939845
  nChanged 82
		SP:Iteration 21Q (51138.260000 sec): 3 clusters
  Score: Raw -3803078.365460 + Penalty 5008.947364 = -3798069.418096
  nChanged 58
		SP:Iteration 22Q (51138.650000 sec): 3 clusters
  Score: Raw -3803101.958419 + Penalty 5008.947364 = -3798093.011055
  nChanged 28
		SP:Iteration 23Q (51139.050000 sec): 3 clusters
  Score: Raw -3803111.991920 + Penalty 5008.947364 = -3798103.044556
  nChanged 24
		SP:Iteration 24Q (51139.440000 sec): 3 clusters
  Score: Raw -3803121.236970 + Penalty 5008.947364 = -3798112.289606
  nChanged 20
		SP:Iteration 25Q (51139.830000 sec): 3 clusters
  Score: Raw -3803131.122954 + Penalty 5008.947364 = -3798122.175590
  nChanged 17
		SP:Iteration 26Q (51140.220000 sec): 3 clusters
  Score: Raw -3803138.946027 + Penalty 5008.947364 = -3798129.998663
  nChanged 24
		SP:Iteration 27Q (51140.570000 sec): 3 clusters
  Score: Raw -3803148.323601 + Penalty 5008.947364 = -3798139.376237
  nChanged 17
		SP:Iteration 28Q (51140.960000 sec): 3 clusters
  Score: Raw -3803155.002947 + Penalty 5008.947364 = -3798146.055583
  nChanged 16
		SP:Iteration 29Q (51141.310000 sec): 3 clusters
  Score: Raw -3803160.180494 + Penalty 5008.947364 = -3798151.233130
  nChanged 9
		SP:Iteration 30Q (51141.700000 sec): 3 clusters
  Score: Raw -3803163.184818 + Penalty 5008.947364 = -3798154.237454
  nChanged 6
		SP:Iteration 31Q (51142.050000 sec): 3 clusters
  Score: Raw -3803165.049789 + Penalty 5008.947364 = -3798156.102425
  nChanged 5
		SP:Iteration 32Q (51142.440000 sec): 3 clusters
  Score: Raw -3803166.527499 + Penalty 5008.947364 = -3798157.580135
  nChanged 2
		SP:Iteration 33Q (51142.790000 sec): 3 clusters
  Score: Raw -3803167.126300 + Penalty 5008.947364 = -3798158.178936
  nChanged 2
		SP:Iteration 34Q (51143.180000 sec): 3 clusters
  Score: Raw -3803167.392502 + Penalty 5008.947364 = -3798158.445138
  nChanged 1
		SP:Iteration 35Q (51143.530000 sec): 3 clusters
  Score: Raw -3803167.531508 + Penalty 5008.947364 = -3798158.584144
  nChanged 0
		SP:Iteration 36F (51143.920000 sec): 3 clusters
  Score: Raw -3803167.531508 + Penalty 5008.947364 = -3798158.584144
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (4304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51144.010000 sec): 2 clusters
  Score: Raw -675047.444409 + Penalty 2075.090425 = -672972.353984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51144.200000 sec): 3 clusters
  Score: Raw -673006.480876 + Penalty 4150.180851 = -668856.300025
  nChanged 1632
		SP:Iteration 1F (51144.390000 sec): 3 clusters
  Score: Raw -673960.092029 + Penalty 4150.180851 = -669809.911178
  nChanged 351
		SP:Iteration 2F (51144.560000 sec): 3 clusters
  Score: Raw -674175.013051 + Penalty 4150.180851 = -670024.832200
  nChanged 219
		SP:Iteration 3F (51144.730000 sec): 3 clusters
  Score: Raw -674335.916542 + Penalty 4150.180851 = -670185.735691
  nChanged 179
		SP:Iteration 4Q (51144.900000 sec): 3 clusters
  Score: Raw -674477.024383 + Penalty 4150.180851 = -670326.843533
  nChanged 177
		SP:Iteration 5Q (51145.070000 sec): 3 clusters
  Score: Raw -674644.906116 + Penalty 4150.180851 = -670494.725266
  nChanged 209
		SP:Iteration 6Q (51145.240000 sec): 3 clusters
  Score: Raw -674868.746247 + Penalty 4150.180851 = -670718.565396
  nChanged 251
		SP:Iteration 7F (51145.400000 sec): 3 clusters
  Score: Raw -675147.378555 + Penalty 4150.180851 = -670997.197705
  nChanged 267
		SP:Iteration 8F (51145.570000 sec): 3 clusters
  Score: Raw -675436.190777 + Penalty 4150.180851 = -671286.009926
  nChanged 249
		SP:Iteration 9F (51145.710000 sec): 3 clusters
  Score: Raw -675694.650038 + Penalty 4150.180851 = -671544.469188
  nChanged 211
		SP:Iteration 10Q (51145.910000 sec): 3 clusters
  Score: Raw -675897.333387 + Penalty 4150.180851 = -671747.152537
  nChanged 149
		SP:Iteration 11Q (51146.150000 sec): 3 clusters
  Score: Raw -676019.366234 + Penalty 4150.180851 = -671869.185384
  nChanged 103
		SP:Iteration 12Q (51146.310000 sec): 3 clusters
  Score: Raw -676086.746020 + Penalty 4150.180851 = -671936.565170
  nChanged 84
		SP:Iteration 13Q (51146.500000 sec): 3 clusters
  Score: Raw -676137.550068 + Penalty 4150.180851 = -671987.369217
  nChanged 57
		SP:Iteration 14Q (51146.640000 sec): 3 clusters
  Score: Raw -676170.769811 + Penalty 4150.180851 = -672020.588960
  nChanged 46
		SP:Iteration 15Q (51146.840000 sec): 3 clusters
  Score: Raw -676195.354604 + Penalty 4150.180851 = -672045.173754
  nChanged 36
		SP:Iteration 16Q (51147.040000 sec): 3 clusters
  Score: Raw -676210.037295 + Penalty 4150.180851 = -672059.856444
  nChanged 19
		SP:Iteration 17Q (51147.240000 sec): 3 clusters
  Score: Raw -676218.811809 + Penalty 4150.180851 = -672068.630959
  nChanged 15
		SP:Iteration 18Q (51147.400000 sec): 3 clusters
  Score: Raw -676225.797482 + Penalty 4150.180851 = -672075.616632
  nChanged 13
		SP:Iteration 19Q (51147.630000 sec): 3 clusters
  Score: Raw -676230.607728 + Penalty 4150.180851 = -672080.426877
  nChanged 8
		SP:Iteration 20F (51147.780000 sec): 3 clusters
  Score: Raw -676234.092234 + Penalty 4150.180851 = -672083.911384
  nChanged 6
		SP:Iteration 21Q (51148.030000 sec): 3 clusters
  Score: Raw -676237.183726 + Penalty 4150.180851 = -672087.002876
  nChanged 5
		SP:Iteration 22Q (51148.180000 sec): 3 clusters
  Score: Raw -676239.042517 + Penalty 4150.180851 = -672088.861666
  nChanged 4
		SP:Iteration 23Q (51148.440000 sec): 3 clusters
  Score: Raw -676240.087593 + Penalty 4150.180851 = -672089.906743
  nChanged 3
		SP:Iteration 24Q (51148.640000 sec): 3 clusters
  Score: Raw -676240.667801 + Penalty 4150.180851 = -672090.486951
  nChanged 0
		SP:Iteration 25F (51148.820000 sec): 3 clusters
  Score: Raw -676240.667801 + Penalty 4150.180851 = -672090.486951
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (18149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51149.060000 sec): 2 clusters
  Score: Raw -2892955.444596 + Penalty 2431.979944 = -2890523.464652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51149.360000 sec): 3 clusters
  Score: Raw -2882435.780425 + Penalty 4863.959888 = -2877571.820538
  nChanged 7885
		SP:Iteration 1F (51149.730000 sec): 3 clusters
  Score: Raw -2886772.670345 + Penalty 4863.959888 = -2881908.710457
  nChanged 1045
		SP:Iteration 2F (51150.070000 sec): 3 clusters
  Score: Raw -2887218.355190 + Penalty 4863.959888 = -2882354.395302
  nChanged 931
		SP:Iteration 3F (51150.390000 sec): 3 clusters
  Score: Raw -2887626.338347 + Penalty 4863.959888 = -2882762.378459
  nChanged 845
		SP:Iteration 4Q (51150.660000 sec): 3 clusters
  Score: Raw -2888082.140186 + Penalty 4863.959888 = -2883218.180298
  nChanged 904
		SP:Iteration 5Q (51151.010000 sec): 3 clusters
  Score: Raw -2888644.087508 + Penalty 4863.959888 = -2883780.127620
  nChanged 956
		SP:Iteration 6F (51151.310000 sec): 3 clusters
  Score: Raw -2889351.647870 + Penalty 4863.959888 = -2884487.687982
  nChanged 1008
		SP:Iteration 7F (51151.580000 sec): 3 clusters
  Score: Raw -2890234.545129 + Penalty 4863.959888 = -2885370.585241
  nChanged 961
		SP:Iteration 8F (51151.840000 sec): 3 clusters
  Score: Raw -2891124.147617 + Penalty 4863.959888 = -2886260.187729
  nChanged 829
		SP:Iteration 9Q (51152.110000 sec): 3 clusters
  Score: Raw -2891999.166283 + Penalty 4863.959888 = -2887135.206395
  nChanged 721
		SP:Iteration 10Q (51152.400000 sec): 3 clusters
  Score: Raw -2892776.643629 + Penalty 4863.959888 = -2887912.683741
  nChanged 582
		SP:Iteration 11Q (51152.640000 sec): 3 clusters
  Score: Raw -2893326.721838 + Penalty 4863.959888 = -2888462.761950
  nChanged 414
		SP:Iteration 12Q (51152.910000 sec): 3 clusters
  Score: Raw -2893647.751966 + Penalty 4863.959888 = -2888783.792079
  nChanged 311
		SP:Iteration 13Q (51153.180000 sec): 3 clusters
  Score: Raw -2893835.498979 + Penalty 4863.959888 = -2888971.539091
  nChanged 232
		SP:Iteration 14Q (51153.490000 sec): 3 clusters
  Score: Raw -2893961.349528 + Penalty 4863.959888 = -2889097.389640
  nChanged 167
		SP:Iteration 15Q (51153.800000 sec): 3 clusters
  Score: Raw -2894029.211084 + Penalty 4863.959888 = -2889165.251196
  nChanged 121
		SP:Iteration 16Q (51154.120000 sec): 3 clusters
  Score: Raw -2894073.439005 + Penalty 4863.959888 = -2889209.479117
  nChanged 99
		SP:Iteration 17Q (51154.340000 sec): 3 clusters
  Score: Raw -2894108.325385 + Penalty 4863.959888 = -2889244.365498
  nChanged 90
		SP:Iteration 18Q (51154.640000 sec): 3 clusters
  Score: Raw -2894139.949680 + Penalty 4863.959888 = -2889275.989792
  nChanged 73
		SP:Iteration 19Q (51154.870000 sec): 3 clusters
  Score: Raw -2894163.199770 + Penalty 4863.959888 = -2889299.239883
  nChanged 60
		SP:Iteration 20F (51155.180000 sec): 3 clusters
  Score: Raw -2894178.238630 + Penalty 4863.959888 = -2889314.278743
  nChanged 45
		SP:Iteration 21Q (51155.420000 sec): 3 clusters
  Score: Raw -2894189.714184 + Penalty 4863.959888 = -2889325.754296
  nChanged 48
		SP:Iteration 22Q (51155.690000 sec): 3 clusters
  Score: Raw -2894204.799493 + Penalty 4863.959888 = -2889340.839605
  nChanged 51
		SP:Iteration 23Q (51155.980000 sec): 3 clusters
  Score: Raw -2894223.197152 + Penalty 4863.959888 = -2889359.237264
  nChanged 53
		SP:Iteration 24Q (51156.310000 sec): 3 clusters
  Score: Raw -2894238.443539 + Penalty 4863.959888 = -2889374.483651
  nChanged 51
		SP:Iteration 25Q (51156.600000 sec): 3 clusters
  Score: Raw -2894253.365876 + Penalty 4863.959888 = -2889389.405988
  nChanged 51
		SP:Iteration 26Q (51156.950000 sec): 3 clusters
  Score: Raw -2894269.192280 + Penalty 4863.959888 = -2889405.232393
  nChanged 53
		SP:Iteration 27Q (51157.230000 sec): 3 clusters
  Score: Raw -2894286.114472 + Penalty 4863.959888 = -2889422.154584
  nChanged 65
		SP:Iteration 28Q (51157.520000 sec): 3 clusters
  Score: Raw -2894307.641279 + Penalty 4863.959888 = -2889443.681391
  nChanged 63
		SP:Iteration 29Q (51157.840000 sec): 3 clusters
  Score: Raw -2894329.822555 + Penalty 4863.959888 = -2889465.862668
  nChanged 61
		SP:Iteration 30Q (51158.190000 sec): 3 clusters
  Score: Raw -2894348.844963 + Penalty 4863.959888 = -2889484.885075
  nChanged 49
		SP:Iteration 31Q (51158.430000 sec): 3 clusters
  Score: Raw -2894363.991572 + Penalty 4863.959888 = -2889500.031684
  nChanged 49
		SP:Iteration 32Q (51158.720000 sec): 3 clusters
  Score: Raw -2894378.326615 + Penalty 4863.959888 = -2889514.366727
  nChanged 52
		SP:Iteration 33Q (51159.010000 sec): 3 clusters
  Score: Raw -2894393.462897 + Penalty 4863.959888 = -2889529.503009
  nChanged 46
		SP:Iteration 34Q (51159.300000 sec): 3 clusters
  Score: Raw -2894403.942919 + Penalty 4863.959888 = -2889539.983031
  nChanged 28
		SP:Iteration 35Q (51159.550000 sec): 3 clusters
  Score: Raw -2894410.333238 + Penalty 4863.959888 = -2889546.373350
  nChanged 25
		SP:Iteration 36Q (51159.800000 sec): 3 clusters
  Score: Raw -2894416.338760 + Penalty 4863.959888 = -2889552.378873
  nChanged 26
		SP:Iteration 37Q (51160.060000 sec): 3 clusters
  Score: Raw -2894422.017895 + Penalty 4863.959888 = -2889558.058007
  nChanged 22
		SP:Iteration 38Q (51160.350000 sec): 3 clusters
  Score: Raw -2894426.304009 + Penalty 4863.959888 = -2889562.344121
  nChanged 20
		SP:Iteration 39Q (51160.590000 sec): 3 clusters
  Score: Raw -2894430.805665 + Penalty 4863.959888 = -2889566.845777
  nChanged 22
		SP:Iteration 40F (51160.880000 sec): 3 clusters
  Score: Raw -2894436.017532 + Penalty 4863.959888 = -2889572.057644
  nChanged 22
		SP:Iteration 41Q (51161.210000 sec): 3 clusters
  Score: Raw -2894441.734735 + Penalty 4863.959888 = -2889577.774847
  nChanged 20
		SP:Iteration 42Q (51161.510000 sec): 3 clusters
  Score: Raw -2894446.086096 + Penalty 4863.959888 = -2889582.126208
  nChanged 18
		SP:Iteration 43Q (51161.760000 sec): 3 clusters
  Score: Raw -2894449.757268 + Penalty 4863.959888 = -2889585.797380
  nChanged 14
		SP:Iteration 44Q (51162.130000 sec): 3 clusters
  Score: Raw -2894452.962424 + Penalty 4863.959888 = -2889589.002536
  nChanged 21
		SP:Iteration 45Q (51162.420000 sec): 3 clusters
  Score: Raw -2894456.906928 + Penalty 4863.959888 = -2889592.947040
  nChanged 13
		SP:Iteration 46Q (51162.730000 sec): 3 clusters
  Score: Raw -2894458.913534 + Penalty 4863.959888 = -2889594.953646
  nChanged 11
		SP:Iteration 47Q (51163.020000 sec): 3 clusters
  Score: Raw -2894460.819485 + Penalty 4863.959888 = -2889596.859597
  nChanged 8
		SP:Iteration 48Q (51163.350000 sec): 3 clusters
  Score: Raw -2894462.035591 + Penalty 4863.959888 = -2889598.075703
  nChanged 10
		SP:Iteration 49Q (51163.630000 sec): 3 clusters
  Score: Raw -2894464.052044 + Penalty 4863.959888 = -2889600.092156
  nChanged 18
		SP:Iteration 50Q (51163.920000 sec): 3 clusters
  Score: Raw -2894467.390094 + Penalty 4863.959888 = -2889603.430207
  nChanged 20
		SP:Iteration 51Q (51164.130000 sec): 3 clusters
  Score: Raw -2894471.555038 + Penalty 4863.959888 = -2889607.595150
  nChanged 16
		SP:Iteration 52Q (51164.430000 sec): 3 clusters
  Score: Raw -2894474.623702 + Penalty 4863.959888 = -2889610.663814
  nChanged 15
		SP:Iteration 53Q (51164.650000 sec): 3 clusters
  Score: Raw -2894477.651966 + Penalty 4863.959888 = -2889613.692078
  nChanged 24
		SP:Iteration 54Q (51164.950000 sec): 3 clusters
  Score: Raw -2894482.147099 + Penalty 4863.959888 = -2889618.187211
  nChanged 13
		SP:Iteration 55Q (51165.200000 sec): 3 clusters
  Score: Raw -2894484.545307 + Penalty 4863.959888 = -2889620.585419
  nChanged 14
		SP:Iteration 56Q (51165.430000 sec): 3 clusters
  Score: Raw -2894486.691294 + Penalty 4863.959888 = -2889622.731406
  nChanged 11
		SP:Iteration 57Q (51165.730000 sec): 3 clusters
  Score: Raw -2894488.887172 + Penalty 4863.959888 = -2889624.927284
  nChanged 13
		SP:Iteration 58Q (51166.010000 sec): 3 clusters
  Score: Raw -2894491.292878 + Penalty 4863.959888 = -2889627.332990
  nChanged 9
		SP:Iteration 59Q (51166.300000 sec): 3 clusters
  Score: Raw -2894492.834856 + Penalty 4863.959888 = -2889628.874968
  nChanged 12
		SP:Iteration 60F (51166.570000 sec): 3 clusters
  Score: Raw -2894495.346308 + Penalty 4863.959888 = -2889631.386421
  nChanged 17
		SP:Iteration 61Q (51166.890000 sec): 3 clusters
  Score: Raw -2894498.505361 + Penalty 4863.959888 = -2889634.545473
  nChanged 19
		SP:Iteration 62Q (51167.190000 sec): 3 clusters
  Score: Raw -2894502.141655 + Penalty 4863.959888 = -2889638.181767
  nChanged 25
		SP:Iteration 63Q (51167.440000 sec): 3 clusters
  Score: Raw -2894507.450443 + Penalty 4863.959888 = -2889643.490555
  nChanged 23
		SP:Iteration 64Q (51167.730000 sec): 3 clusters
  Score: Raw -2894511.499382 + Penalty 4863.959888 = -2889647.539494
  nChanged 23
		SP:Iteration 65Q (51167.970000 sec): 3 clusters
  Score: Raw -2894516.842280 + Penalty 4863.959888 = -2889652.882392
  nChanged 22
		SP:Iteration 66Q (51168.280000 sec): 3 clusters
  Score: Raw -2894521.434198 + Penalty 4863.959888 = -2889657.474310
  nChanged 21
		SP:Iteration 67Q (51168.570000 sec): 3 clusters
  Score: Raw -2894525.554181 + Penalty 4863.959888 = -2889661.594293
  nChanged 13
		SP:Iteration 68Q (51168.870000 sec): 3 clusters
  Score: Raw -2894528.049918 + Penalty 4863.959888 = -2889664.090030
  nChanged 12
		SP:Iteration 69Q (51169.150000 sec): 3 clusters
  Score: Raw -2894530.085985 + Penalty 4863.959888 = -2889666.126097
  nChanged 11
		SP:Iteration 70Q (51169.450000 sec): 3 clusters
  Score: Raw -2894532.128098 + Penalty 4863.959888 = -2889668.168210
  nChanged 10
		SP:Iteration 71Q (51169.710000 sec): 3 clusters
  Score: Raw -2894534.417310 + Penalty 4863.959888 = -2889670.457422
  nChanged 21
		SP:Iteration 72Q (51170.050000 sec): 3 clusters
  Score: Raw -2894537.894611 + Penalty 4863.959888 = -2889673.934723
  nChanged 20
		SP:Iteration 73Q (51170.390000 sec): 3 clusters
  Score: Raw -2894542.306413 + Penalty 4863.959888 = -2889678.346526
  nChanged 18
		SP:Iteration 74Q (51170.700000 sec): 3 clusters
  Score: Raw -2894544.557535 + Penalty 4863.959888 = -2889680.597647
  nChanged 9
		SP:Iteration 75Q (51171.050000 sec): 3 clusters
  Score: Raw -2894545.604630 + Penalty 4863.959888 = -2889681.644742
  nChanged 6
		SP:Iteration 76Q (51171.390000 sec): 3 clusters
  Score: Raw -2894546.494190 + Penalty 4863.959888 = -2889682.534302
  nChanged 5
		SP:Iteration 77Q (51171.690000 sec): 3 clusters
  Score: Raw -2894547.151377 + Penalty 4863.959888 = -2889683.191489
  nChanged 5
		SP:Iteration 78Q (51171.970000 sec): 3 clusters
  Score: Raw -2894547.934083 + Penalty 4863.959888 = -2889683.974195
  nChanged 4
		SP:Iteration 79Q (51172.240000 sec): 3 clusters
  Score: Raw -2894548.951532 + Penalty 4863.959888 = -2889684.991644
  nChanged 7
		SP:Iteration 80F (51172.560000 sec): 3 clusters
  Score: Raw -2894550.160876 + Penalty 4863.959888 = -2889686.200988
  nChanged 5
		SP:Iteration 81Q (51172.860000 sec): 3 clusters
  Score: Raw -2894550.984723 + Penalty 4863.959888 = -2889687.024835
  nChanged 8
		SP:Iteration 82Q (51173.250000 sec): 3 clusters
  Score: Raw -2894551.959453 + Penalty 4863.959888 = -2889687.999565
  nChanged 5
		SP:Iteration 83Q (51173.540000 sec): 3 clusters
  Score: Raw -2894552.740465 + Penalty 4863.959888 = -2889688.780577
  nChanged 4
		SP:Iteration 84Q (51173.840000 sec): 3 clusters
  Score: Raw -2894553.214822 + Penalty 4863.959888 = -2889689.254934
  nChanged 1
		SP:Iteration 85Q (51174.180000 sec): 3 clusters
  Score: Raw -2894553.472212 + Penalty 4863.959888 = -2889689.512324
  nChanged 3
		SP:Iteration 86Q (51174.480000 sec): 3 clusters
  Score: Raw -2894553.694194 + Penalty 4863.959888 = -2889689.734306
  nChanged 2
		SP:Iteration 87Q (51174.760000 sec): 3 clusters
  Score: Raw -2894553.822241 + Penalty 4863.959888 = -2889689.862353
  nChanged 1
		SP:Iteration 88Q (51175.080000 sec): 3 clusters
  Score: Raw -2894553.932789 + Penalty 4863.959888 = -2889689.972901
  nChanged 2
		SP:Iteration 89Q (51175.430000 sec): 3 clusters
  Score: Raw -2894554.124514 + Penalty 4863.959888 = -2889690.164627
  nChanged 1
		SP:Iteration 90Q (51175.740000 sec): 3 clusters
  Score: Raw -2894554.276039 + Penalty 4863.959888 = -2889690.316151
  nChanged 2
		SP:Iteration 91Q (51176.060000 sec): 3 clusters
  Score: Raw -2894554.548130 + Penalty 4863.959888 = -2889690.588242
  nChanged 2
		SP:Iteration 92Q (51176.430000 sec): 3 clusters
  Score: Raw -2894554.767430 + Penalty 4863.959888 = -2889690.807542
  nChanged 3
		SP:Iteration 93Q (51176.750000 sec): 3 clusters
  Score: Raw -2894555.091197 + Penalty 4863.959888 = -2889691.131309
  nChanged 3
		SP:Iteration 94Q (51177.020000 sec): 3 clusters
  Score: Raw -2894555.482247 + Penalty 4863.959888 = -2889691.522359
  nChanged 3
		SP:Iteration 95Q (51177.330000 sec): 3 clusters
  Score: Raw -2894555.855155 + Penalty 4863.959888 = -2889691.895268
  nChanged 4
		SP:Iteration 96Q (51177.550000 sec): 3 clusters
  Score: Raw -2894556.350740 + Penalty 4863.959888 = -2889692.390852
  nChanged 2
		SP:Iteration 97Q (51177.820000 sec): 3 clusters
  Score: Raw -2894556.524306 + Penalty 4863.959888 = -2889692.564419
  nChanged 1
		SP:Iteration 98Q (51178.120000 sec): 3 clusters
  Score: Raw -2894556.610918 + Penalty 4863.959888 = -2889692.651030
  nChanged 0
		SP:Iteration 99F (51178.440000 sec): 3 clusters
  Score: Raw -2894556.610918 + Penalty 4863.959888 = -2889692.651030
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (24405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51178.700000 sec): 2 clusters
  Score: Raw -3931158.626824 + Penalty 2505.430740 = -3928653.196084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51179.110000 sec): 3 clusters
  Score: Raw -3916746.634065 + Penalty 5010.861481 = -3911735.772584
  nChanged 10906
		SP:Iteration 1F (51179.450000 sec): 3 clusters
  Score: Raw -3922682.409029 + Penalty 5010.861481 = -3917671.547548
  nChanged 1215
		SP:Iteration 2Q (51179.830000 sec): 3 clusters
  Score: Raw -3923155.218172 + Penalty 5010.861481 = -3918144.356691
  nChanged 1077
		SP:Iteration 3Q (51180.220000 sec): 3 clusters
  Score: Raw -3923618.896344 + Penalty 5010.861481 = -3918608.034863
  nChanged 988
		SP:Iteration 4Q (51180.630000 sec): 3 clusters
  Score: Raw -3924017.814840 + Penalty 5010.861481 = -3919006.953359
  nChanged 922
		SP:Iteration 5Q (51180.940000 sec): 3 clusters
  Score: Raw -3924403.362920 + Penalty 5010.861481 = -3919392.501439
  nChanged 921
		SP:Iteration 6Q (51181.330000 sec): 3 clusters
  Score: Raw -3924763.781365 + Penalty 5010.861481 = -3919752.919884
  nChanged 884
		SP:Iteration 7Q (51181.770000 sec): 3 clusters
  Score: Raw -3925105.918293 + Penalty 5010.861481 = -3920095.056812
  nChanged 859
		SP:Iteration 8Q (51182.100000 sec): 3 clusters
  Score: Raw -3925477.158836 + Penalty 5010.861481 = -3920466.297355
  nChanged 885
		SP:Iteration 9Q (51182.480000 sec): 3 clusters
  Score: Raw -3925883.437621 + Penalty 5010.861481 = -3920872.576140
  nChanged 907
		SP:Iteration 10Q (51182.880000 sec): 3 clusters
  Score: Raw -3926310.623257 + Penalty 5010.861481 = -3921299.761776
  nChanged 928
		SP:Iteration 11Q (51183.270000 sec): 3 clusters
  Score: Raw -3926835.878266 + Penalty 5010.861481 = -3921825.016785
  nChanged 986
		SP:Iteration 12Q (51183.630000 sec): 3 clusters
  Score: Raw -3927476.655203 + Penalty 5010.861481 = -3922465.793722
  nChanged 1025
		SP:Iteration 13Q (51184.040000 sec): 3 clusters
  Score: Raw -3928237.013702 + Penalty 5010.861481 = -3923226.152221
  nChanged 1048
		SP:Iteration 14Q (51184.410000 sec): 3 clusters
  Score: Raw -3929002.654315 + Penalty 5010.861481 = -3923991.792835
  nChanged 899
		SP:Iteration 15Q (51184.780000 sec): 3 clusters
  Score: Raw -3929665.210232 + Penalty 5010.861481 = -3924654.348751
  nChanged 785
		SP:Iteration 16Q (51185.140000 sec): 3 clusters
  Score: Raw -3930224.980247 + Penalty 5010.861481 = -3925214.118766
  nChanged 635
		SP:Iteration 17Q (51185.500000 sec): 3 clusters
  Score: Raw -3930650.978225 + Penalty 5010.861481 = -3925640.116744
  nChanged 489
		SP:Iteration 18Q (51185.900000 sec): 3 clusters
  Score: Raw -3930967.698968 + Penalty 5010.861481 = -3925956.837487
  nChanged 386
		SP:Iteration 19Q (51186.240000 sec): 3 clusters
  Score: Raw -3931215.662140 + Penalty 5010.861481 = -3926204.800659
  nChanged 314
		SP:Iteration 20F (51186.640000 sec): 3 clusters
  Score: Raw -3931401.373029 + Penalty 5010.861481 = -3926390.511548
  nChanged 262
		SP:Iteration 21Q (51187.000000 sec): 3 clusters
  Score: Raw -3931536.844955 + Penalty 5010.861481 = -3926525.983474
  nChanged 174
		SP:Iteration 22Q (51187.330000 sec): 3 clusters
  Score: Raw -3931613.138822 + Penalty 5010.861481 = -3926602.277341
  nChanged 139
		SP:Iteration 23Q (51187.680000 sec): 3 clusters
  Score: Raw -3931678.244465 + Penalty 5010.861481 = -3926667.382984
  nChanged 105
		SP:Iteration 24Q (51187.990000 sec): 3 clusters
  Score: Raw -3931721.802158 + Penalty 5010.861481 = -3926710.940677
  nChanged 94
		SP:Iteration 25Q (51188.330000 sec): 3 clusters
  Score: Raw -3931755.429782 + Penalty 5010.861481 = -3926744.568301
  nChanged 66
		SP:Iteration 26Q (51188.720000 sec): 3 clusters
  Score: Raw -3931779.350178 + Penalty 5010.861481 = -3926768.488697
  nChanged 56
		SP:Iteration 27Q (51189.080000 sec): 3 clusters
  Score: Raw -3931799.160891 + Penalty 5010.861481 = -3926788.299410
  nChanged 40
		SP:Iteration 28Q (51189.430000 sec): 3 clusters
  Score: Raw -3931814.154089 + Penalty 5010.861481 = -3926803.292608
  nChanged 36
		SP:Iteration 29Q (51189.790000 sec): 3 clusters
  Score: Raw -3931825.870134 + Penalty 5010.861481 = -3926815.008653
  nChanged 38
		SP:Iteration 30Q (51190.080000 sec): 3 clusters
  Score: Raw -3931838.648542 + Penalty 5010.861481 = -3926827.787061
  nChanged 24
		SP:Iteration 31Q (51190.430000 sec): 3 clusters
  Score: Raw -3931846.314916 + Penalty 5010.861481 = -3926835.453435
  nChanged 18
		SP:Iteration 32Q (51190.750000 sec): 3 clusters
  Score: Raw -3931853.269453 + Penalty 5010.861481 = -3926842.407972
  nChanged 15
		SP:Iteration 33Q (51191.030000 sec): 3 clusters
  Score: Raw -3931858.023662 + Penalty 5010.861481 = -3926847.162181
  nChanged 12
		SP:Iteration 34Q (51191.440000 sec): 3 clusters
  Score: Raw -3931861.980191 + Penalty 5010.861481 = -3926851.118710
  nChanged 13
		SP:Iteration 35Q (51191.790000 sec): 3 clusters
  Score: Raw -3931865.523775 + Penalty 5010.861481 = -3926854.662294
  nChanged 8
		SP:Iteration 36Q (51192.210000 sec): 3 clusters
  Score: Raw -3931867.390993 + Penalty 5010.861481 = -3926856.529512
  nChanged 7
		SP:Iteration 37Q (51192.570000 sec): 3 clusters
  Score: Raw -3931869.408230 + Penalty 5010.861481 = -3926858.546749
  nChanged 7
		SP:Iteration 38Q (51192.970000 sec): 3 clusters
  Score: Raw -3931871.631055 + Penalty 5010.861481 = -3926860.769574
  nChanged 6
		SP:Iteration 39Q (51193.310000 sec): 3 clusters
  Score: Raw -3931873.552411 + Penalty 5010.861481 = -3926862.690930
  nChanged 4
		SP:Iteration 40F (51193.670000 sec): 3 clusters
  Score: Raw -3931874.421789 + Penalty 5010.861481 = -3926863.560308
  nChanged 3
		SP:Iteration 41Q (51194.060000 sec): 3 clusters
  Score: Raw -3931874.927833 + Penalty 5010.861481 = -3926864.066352
  nChanged 2
		SP:Iteration 42Q (51194.410000 sec): 3 clusters
  Score: Raw -3931875.399565 + Penalty 5010.861481 = -3926864.538084
  nChanged 1
		SP:Iteration 43Q (51194.750000 sec): 3 clusters
  Score: Raw -3931875.578404 + Penalty 5010.861481 = -3926864.716923
  nChanged 0
		SP:Iteration 44F (51195.070000 sec): 3 clusters
  Score: Raw -3931875.578404 + Penalty 5010.861481 = -3926864.716923
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (9150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51195.210000 sec): 2 clusters
  Score: Raw -1457344.783937 + Penalty 2262.134271 = -1455082.649665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51195.430000 sec): 3 clusters
  Score: Raw -1452500.155108 + Penalty 4524.268543 = -1447975.886566
  nChanged 3774
		SP:Iteration 1F (51195.680000 sec): 3 clusters
  Score: Raw -1454475.689873 + Penalty 4524.268543 = -1449951.421330
  nChanged 561
		SP:Iteration 2F (51195.890000 sec): 3 clusters
  Score: Raw -1454724.791541 + Penalty 4524.268543 = -1450200.522998
  nChanged 422
		SP:Iteration 3Q (51196.120000 sec): 3 clusters
  Score: Raw -1454895.574143 + Penalty 4524.268543 = -1450371.305601
  nChanged 353
		SP:Iteration 4Q (51196.320000 sec): 3 clusters
  Score: Raw -1455038.903273 + Penalty 4524.268543 = -1450514.634731
  nChanged 322
		SP:Iteration 5Q (51196.520000 sec): 3 clusters
  Score: Raw -1455169.295540 + Penalty 4524.268543 = -1450645.026997
  nChanged 262
		SP:Iteration 6Q (51196.710000 sec): 3 clusters
  Score: Raw -1455290.969481 + Penalty 4524.268543 = -1450766.700938
  nChanged 269
		SP:Iteration 7Q (51196.910000 sec): 3 clusters
  Score: Raw -1455432.256311 + Penalty 4524.268543 = -1450907.987769
  nChanged 292
		SP:Iteration 8Q (51197.110000 sec): 3 clusters
  Score: Raw -1455611.304369 + Penalty 4524.268543 = -1451087.035826
  nChanged 362
		SP:Iteration 9Q (51197.290000 sec): 3 clusters
  Score: Raw -1455853.453524 + Penalty 4524.268543 = -1451329.184981
  nChanged 424
		SP:Iteration 10Q (51197.520000 sec): 3 clusters
  Score: Raw -1456154.136046 + Penalty 4524.268543 = -1451629.867504
  nChanged 472
		SP:Iteration 11F (51197.730000 sec): 3 clusters
  Score: Raw -1456502.775253 + Penalty 4524.268543 = -1451978.506711
  nChanged 503
		SP:Iteration 12F (51197.910000 sec): 3 clusters
  Score: Raw -1456932.266399 + Penalty 4524.268543 = -1452407.997857
  nChanged 512
		SP:Iteration 13F (51198.100000 sec): 3 clusters
  Score: Raw -1457333.353779 + Penalty 4524.268543 = -1452809.085237
  nChanged 427
		SP:Iteration 14Q (51198.360000 sec): 3 clusters
  Score: Raw -1457630.173720 + Penalty 4524.268543 = -1453105.905178
  nChanged 309
		SP:Iteration 15Q (51198.620000 sec): 3 clusters
  Score: Raw -1457819.168858 + Penalty 4524.268543 = -1453294.900316
  nChanged 228
		SP:Iteration 16Q (51198.930000 sec): 3 clusters
  Score: Raw -1457951.504296 + Penalty 4524.268543 = -1453427.235754
  nChanged 177
		SP:Iteration 17Q (51199.190000 sec): 3 clusters
  Score: Raw -1458040.793963 + Penalty 4524.268543 = -1453516.525421
  nChanged 141
		SP:Iteration 18Q (51199.440000 sec): 3 clusters
  Score: Raw -1458096.529345 + Penalty 4524.268543 = -1453572.260803
  nChanged 99
		SP:Iteration 19Q (51199.690000 sec): 3 clusters
  Score: Raw -1458134.057460 + Penalty 4524.268543 = -1453609.788918
  nChanged 84
		SP:Iteration 20F (51199.950000 sec): 3 clusters
  Score: Raw -1458170.822427 + Penalty 4524.268543 = -1453646.553884
  nChanged 88
		SP:Iteration 21Q (51200.140000 sec): 3 clusters
  Score: Raw -1458207.080994 + Penalty 4524.268543 = -1453682.812451
  nChanged 88
		SP:Iteration 22Q (51200.380000 sec): 3 clusters
  Score: Raw -1458242.927298 + Penalty 4524.268543 = -1453718.658755
  nChanged 91
		SP:Iteration 23Q (51200.640000 sec): 3 clusters
  Score: Raw -1458282.187207 + Penalty 4524.268543 = -1453757.918665
  nChanged 96
		SP:Iteration 24Q (51200.860000 sec): 3 clusters
  Score: Raw -1458324.744092 + Penalty 4524.268543 = -1453800.475549
  nChanged 85
		SP:Iteration 25Q (51201.090000 sec): 3 clusters
  Score: Raw -1458354.799540 + Penalty 4524.268543 = -1453830.530998
  nChanged 67
		SP:Iteration 26Q (51201.310000 sec): 3 clusters
  Score: Raw -1458377.757650 + Penalty 4524.268543 = -1453853.489108
  nChanged 73
		SP:Iteration 27Q (51201.620000 sec): 3 clusters
  Score: Raw -1458406.823900 + Penalty 4524.268543 = -1453882.555358
  nChanged 83
		SP:Iteration 28Q (51201.890000 sec): 3 clusters
  Score: Raw -1458433.886780 + Penalty 4524.268543 = -1453909.618238
  nChanged 72
		SP:Iteration 29Q (51202.090000 sec): 3 clusters
  Score: Raw -1458458.715134 + Penalty 4524.268543 = -1453934.446592
  nChanged 65
		SP:Iteration 30Q (51202.240000 sec): 3 clusters
  Score: Raw -1458480.909068 + Penalty 4524.268543 = -1453956.640525
  nChanged 71
		SP:Iteration 31Q (51202.580000 sec): 3 clusters
  Score: Raw -1458501.821605 + Penalty 4524.268543 = -1453977.553063
  nChanged 58
		SP:Iteration 32Q (51202.820000 sec): 3 clusters
  Score: Raw -1458515.813078 + Penalty 4524.268543 = -1453991.544536
  nChanged 49
		SP:Iteration 33Q (51203.080000 sec): 3 clusters
  Score: Raw -1458528.952886 + Penalty 4524.268543 = -1454004.684343
  nChanged 50
		SP:Iteration 34Q (51203.350000 sec): 3 clusters
  Score: Raw -1458545.348074 + Penalty 4524.268543 = -1454021.079531
  nChanged 68
		SP:Iteration 35Q (51203.570000 sec): 3 clusters
  Score: Raw -1458568.680676 + Penalty 4524.268543 = -1454044.412133
  nChanged 62
		SP:Iteration 36Q (51203.840000 sec): 3 clusters
  Score: Raw -1458590.240908 + Penalty 4524.268543 = -1454065.972366
  nChanged 65
		SP:Iteration 37Q (51204.140000 sec): 3 clusters
  Score: Raw -1458611.340638 + Penalty 4524.268543 = -1454087.072095
  nChanged 61
		SP:Iteration 38Q (51204.390000 sec): 3 clusters
  Score: Raw -1458628.541272 + Penalty 4524.268543 = -1454104.272729
  nChanged 49
		SP:Iteration 39Q (51204.680000 sec): 3 clusters
  Score: Raw -1458641.776127 + Penalty 4524.268543 = -1454117.507585
  nChanged 45
		SP:Iteration 40F (51204.880000 sec): 3 clusters
  Score: Raw -1458654.638254 + Penalty 4524.268543 = -1454130.369712
  nChanged 44
		SP:Iteration 41Q (51205.200000 sec): 3 clusters
  Score: Raw -1458664.805445 + Penalty 4524.268543 = -1454140.536902
  nChanged 37
		SP:Iteration 42Q (51205.460000 sec): 3 clusters
  Score: Raw -1458673.886506 + Penalty 4524.268543 = -1454149.617963
  nChanged 27
		SP:Iteration 43Q (51205.690000 sec): 3 clusters
  Score: Raw -1458679.885996 + Penalty 4524.268543 = -1454155.617454
  nChanged 20
		SP:Iteration 44Q (51206.020000 sec): 3 clusters
  Score: Raw -1458684.689092 + Penalty 4524.268543 = -1454160.420549
  nChanged 17
		SP:Iteration 45Q (51206.240000 sec): 3 clusters
  Score: Raw -1458688.753520 + Penalty 4524.268543 = -1454164.484978
  nChanged 17
		SP:Iteration 46Q (51206.470000 sec): 3 clusters
  Score: Raw -1458692.062037 + Penalty 4524.268543 = -1454167.793495
  nChanged 15
		SP:Iteration 47Q (51206.600000 sec): 3 clusters
  Score: Raw -1458694.875855 + Penalty 4524.268543 = -1454170.607312
  nChanged 11
		SP:Iteration 48Q (51206.910000 sec): 3 clusters
  Score: Raw -1458697.643525 + Penalty 4524.268543 = -1454173.374983
  nChanged 21
		SP:Iteration 49Q (51207.180000 sec): 3 clusters
  Score: Raw -1458702.377247 + Penalty 4524.268543 = -1454178.108704
  nChanged 18
		SP:Iteration 50Q (51207.460000 sec): 3 clusters
  Score: Raw -1458706.519777 + Penalty 4524.268543 = -1454182.251235
  nChanged 16
		SP:Iteration 51Q (51207.720000 sec): 3 clusters
  Score: Raw -1458709.821633 + Penalty 4524.268543 = -1454185.553090
  nChanged 19
		SP:Iteration 52Q (51207.990000 sec): 3 clusters
  Score: Raw -1458713.885690 + Penalty 4524.268543 = -1454189.617148
  nChanged 16
		SP:Iteration 53Q (51208.200000 sec): 3 clusters
  Score: Raw -1458716.785776 + Penalty 4524.268543 = -1454192.517234
  nChanged 14
		SP:Iteration 54Q (51208.450000 sec): 3 clusters
  Score: Raw -1458719.434478 + Penalty 4524.268543 = -1454195.165936
  nChanged 16
		SP:Iteration 55Q (51208.650000 sec): 3 clusters
  Score: Raw -1458722.632290 + Penalty 4524.268543 = -1454198.363748
  nChanged 18
		SP:Iteration 56Q (51208.960000 sec): 3 clusters
  Score: Raw -1458727.431726 + Penalty 4524.268543 = -1454203.163184
  nChanged 20
		SP:Iteration 57Q (51209.120000 sec): 3 clusters
  Score: Raw -1458730.812639 + Penalty 4524.268543 = -1454206.544097
  nChanged 16
		SP:Iteration 58Q (51209.320000 sec): 3 clusters
  Score: Raw -1458734.263549 + Penalty 4524.268543 = -1454209.995006
  nChanged 15
		SP:Iteration 59Q (51209.540000 sec): 3 clusters
  Score: Raw -1458737.644662 + Penalty 4524.268543 = -1454213.376119
  nChanged 21
		SP:Iteration 60F (51209.780000 sec): 3 clusters
  Score: Raw -1458743.086573 + Penalty 4524.268543 = -1454218.818031
  nChanged 19
		SP:Iteration 61Q (51210.060000 sec): 3 clusters
  Score: Raw -1458746.630437 + Penalty 4524.268543 = -1454222.361894
  nChanged 10
		SP:Iteration 62Q (51210.280000 sec): 3 clusters
  Score: Raw -1458748.520312 + Penalty 4524.268543 = -1454224.251769
  nChanged 16
		SP:Iteration 63Q (51210.480000 sec): 3 clusters
  Score: Raw -1458751.686473 + Penalty 4524.268543 = -1454227.417930
  nChanged 10
		SP:Iteration 64Q (51210.690000 sec): 3 clusters
  Score: Raw -1458753.765430 + Penalty 4524.268543 = -1454229.496888
  nChanged 15
		SP:Iteration 65Q (51210.990000 sec): 3 clusters
  Score: Raw -1458758.114246 + Penalty 4524.268543 = -1454233.845704
  nChanged 25
		SP:Iteration 66Q (51211.180000 sec): 3 clusters
  Score: Raw -1458764.091494 + Penalty 4524.268543 = -1454239.822951
  nChanged 21
		SP:Iteration 67Q (51211.400000 sec): 3 clusters
  Score: Raw -1458768.877060 + Penalty 4524.268543 = -1454244.608517
  nChanged 30
		SP:Iteration 68Q (51211.600000 sec): 3 clusters
  Score: Raw -1458776.754545 + Penalty 4524.268543 = -1454252.486002
  nChanged 28
		SP:Iteration 69Q (51211.850000 sec): 3 clusters
  Score: Raw -1458782.809878 + Penalty 4524.268543 = -1454258.541335
  nChanged 26
		SP:Iteration 70Q (51212.050000 sec): 3 clusters
  Score: Raw -1458788.485561 + Penalty 4524.268543 = -1454264.217019
  nChanged 28
		SP:Iteration 71Q (51212.260000 sec): 3 clusters
  Score: Raw -1458796.469248 + Penalty 4524.268543 = -1454272.200706
  nChanged 28
		SP:Iteration 72Q (51212.460000 sec): 3 clusters
  Score: Raw -1458803.193210 + Penalty 4524.268543 = -1454278.924667
  nChanged 25
		SP:Iteration 73Q (51212.760000 sec): 3 clusters
  Score: Raw -1458808.740611 + Penalty 4524.268543 = -1454284.472068
  nChanged 19
		SP:Iteration 74Q (51213.040000 sec): 3 clusters
  Score: Raw -1458812.720578 + Penalty 4524.268543 = -1454288.452036
  nChanged 15
		SP:Iteration 75Q (51213.290000 sec): 3 clusters
  Score: Raw -1458816.708396 + Penalty 4524.268543 = -1454292.439854
  nChanged 17
		SP:Iteration 76Q (51213.520000 sec): 3 clusters
  Score: Raw -1458820.497319 + Penalty 4524.268543 = -1454296.228776
  nChanged 10
		SP:Iteration 77Q (51213.810000 sec): 3 clusters
  Score: Raw -1458822.807790 + Penalty 4524.268543 = -1454298.539247
  nChanged 10
		SP:Iteration 78Q (51214.030000 sec): 3 clusters
  Score: Raw -1458824.962787 + Penalty 4524.268543 = -1454300.694244
  nChanged 7
		SP:Iteration 79Q (51214.240000 sec): 3 clusters
  Score: Raw -1458826.668729 + Penalty 4524.268543 = -1454302.400186
  nChanged 9
		SP:Iteration 80F (51214.500000 sec): 3 clusters
  Score: Raw -1458828.702046 + Penalty 4524.268543 = -1454304.433504
  nChanged 5
		SP:Iteration 81Q (51214.730000 sec): 3 clusters
  Score: Raw -1458829.717089 + Penalty 4524.268543 = -1454305.448546
  nChanged 6
		SP:Iteration 82Q (51214.950000 sec): 3 clusters
  Score: Raw -1458831.207964 + Penalty 4524.268543 = -1454306.939421
  nChanged 7
		SP:Iteration 83Q (51215.210000 sec): 3 clusters
  Score: Raw -1458832.747349 + Penalty 4524.268543 = -1454308.478807
  nChanged 7
		SP:Iteration 84Q (51215.430000 sec): 3 clusters
  Score: Raw -1458834.353507 + Penalty 4524.268543 = -1454310.084964
  nChanged 10
		SP:Iteration 85Q (51215.660000 sec): 3 clusters
  Score: Raw -1458836.585134 + Penalty 4524.268543 = -1454312.316592
  nChanged 11
		SP:Iteration 86Q (51215.810000 sec): 3 clusters
  Score: Raw -1458838.893807 + Penalty 4524.268543 = -1454314.625265
  nChanged 14
		SP:Iteration 87Q (51216.020000 sec): 3 clusters
  Score: Raw -1458843.786123 + Penalty 4524.268543 = -1454319.517580
  nChanged 12
		SP:Iteration 88Q (51216.250000 sec): 3 clusters
  Score: Raw -1458846.713899 + Penalty 4524.268543 = -1454322.445357
  nChanged 14
		SP:Iteration 89Q (51216.510000 sec): 3 clusters
  Score: Raw -1458849.179891 + Penalty 4524.268543 = -1454324.911348
  nChanged 10
		SP:Iteration 90Q (51216.730000 sec): 3 clusters
  Score: Raw -1458850.987147 + Penalty 4524.268543 = -1454326.718604
  nChanged 9
		SP:Iteration 91Q (51216.980000 sec): 3 clusters
  Score: Raw -1458852.714677 + Penalty 4524.268543 = -1454328.446135
  nChanged 14
		SP:Iteration 92Q (51217.170000 sec): 3 clusters
  Score: Raw -1458855.013993 + Penalty 4524.268543 = -1454330.745450
  nChanged 8
		SP:Iteration 93Q (51217.390000 sec): 3 clusters
  Score: Raw -1458856.812489 + Penalty 4524.268543 = -1454332.543947
  nChanged 8
		SP:Iteration 94Q (51217.580000 sec): 3 clusters
  Score: Raw -1458859.100296 + Penalty 4524.268543 = -1454334.831753
  nChanged 10
		SP:Iteration 95Q (51217.800000 sec): 3 clusters
  Score: Raw -1458860.876692 + Penalty 4524.268543 = -1454336.608150
  nChanged 8
		SP:Iteration 96Q (51218.090000 sec): 3 clusters
  Score: Raw -1458862.567526 + Penalty 4524.268543 = -1454338.298983
  nChanged 6
		SP:Iteration 97Q (51218.330000 sec): 3 clusters
  Score: Raw -1458863.906256 + Penalty 4524.268543 = -1454339.637714
  nChanged 11
		SP:Iteration 98Q (51218.510000 sec): 3 clusters
  Score: Raw -1458866.409548 + Penalty 4524.268543 = -1454342.141006
  nChanged 9
		SP:Iteration 99Q (51218.750000 sec): 3 clusters
  Score: Raw -1458868.683222 + Penalty 4524.268543 = -1454344.414680
  nChanged 9
		SP:Iteration 100F (51219.020000 sec): 3 clusters
  Score: Raw -1458870.320873 + Penalty 4524.268543 = -1454346.052331
  nChanged 4
		SP:Iteration 101Q (51219.310000 sec): 3 clusters
  Score: Raw -1458871.366212 + Penalty 4524.268543 = -1454347.097669
  nChanged 5
		SP:Iteration 102Q (51219.570000 sec): 3 clusters
  Score: Raw -1458872.476243 + Penalty 4524.268543 = -1454348.207700
  nChanged 7
		SP:Iteration 103Q (51219.830000 sec): 3 clusters
  Score: Raw -1458874.145618 + Penalty 4524.268543 = -1454349.877075
  nChanged 7
		SP:Iteration 104Q (51220.010000 sec): 3 clusters
  Score: Raw -1458875.388521 + Penalty 4524.268543 = -1454351.119978
  nChanged 6
		SP:Iteration 105Q (51220.220000 sec): 3 clusters
  Score: Raw -1458876.622995 + Penalty 4524.268543 = -1454352.354453
  nChanged 9
		SP:Iteration 106Q (51220.440000 sec): 3 clusters
  Score: Raw -1458878.776295 + Penalty 4524.268543 = -1454354.507752
  nChanged 17
		SP:Iteration 107Q (51220.720000 sec): 3 clusters
  Score: Raw -1458883.664555 + Penalty 4524.268543 = -1454359.396013
  nChanged 18
		SP:Iteration 108Q (51220.980000 sec): 3 clusters
  Score: Raw -1458888.089790 + Penalty 4524.268543 = -1454363.821247
  nChanged 21
		SP:Iteration 109Q (51221.200000 sec): 3 clusters
  Score: Raw -1458892.144502 + Penalty 4524.268543 = -1454367.875960
  nChanged 12
		SP:Iteration 110Q (51221.450000 sec): 3 clusters
  Score: Raw -1458894.163516 + Penalty 4524.268543 = -1454369.894973
  nChanged 12
		SP:Iteration 111Q (51221.600000 sec): 3 clusters
  Score: Raw -1458896.459876 + Penalty 4524.268543 = -1454372.191333
  nChanged 10
		SP:Iteration 112Q (51221.860000 sec): 3 clusters
  Score: Raw -1458898.341859 + Penalty 4524.268543 = -1454374.073317
  nChanged 8
		SP:Iteration 113Q (51222.110000 sec): 3 clusters
  Score: Raw -1458899.866946 + Penalty 4524.268543 = -1454375.598404
  nChanged 9
		SP:Iteration 114Q (51222.320000 sec): 3 clusters
  Score: Raw -1458901.170221 + Penalty 4524.268543 = -1454376.901678
  nChanged 4
		SP:Iteration 115Q (51222.530000 sec): 3 clusters
  Score: Raw -1458901.696228 + Penalty 4524.268543 = -1454377.427686
  nChanged 2
		SP:Iteration 116Q (51222.780000 sec): 3 clusters
  Score: Raw -1458901.961432 + Penalty 4524.268543 = -1454377.692890
  nChanged 3
		SP:Iteration 117Q (51222.990000 sec): 3 clusters
  Score: Raw -1458902.545480 + Penalty 4524.268543 = -1454378.276938
  nChanged 3
		SP:Iteration 118Q (51223.160000 sec): 3 clusters
  Score: Raw -1458903.066477 + Penalty 4524.268543 = -1454378.797935
  nChanged 5
		SP:Iteration 119Q (51223.360000 sec): 3 clusters
  Score: Raw -1458903.903715 + Penalty 4524.268543 = -1454379.635173
  nChanged 3
		SP:Iteration 120F (51223.600000 sec): 3 clusters
  Score: Raw -1458904.556604 + Penalty 4524.268543 = -1454380.288062
  nChanged 4
		SP:Iteration 121Q (51223.840000 sec): 3 clusters
  Score: Raw -1458905.359585 + Penalty 4524.268543 = -1454381.091042
  nChanged 5
		SP:Iteration 122Q (51224.110000 sec): 3 clusters
  Score: Raw -1458906.096806 + Penalty 4524.268543 = -1454381.828264
  nChanged 2
		SP:Iteration 123Q (51224.330000 sec): 3 clusters
  Score: Raw -1458906.449364 + Penalty 4524.268543 = -1454382.180821
  nChanged 5
		SP:Iteration 124Q (51224.570000 sec): 3 clusters
  Score: Raw -1458907.629690 + Penalty 4524.268543 = -1454383.361147
  nChanged 3
		SP:Iteration 125Q (51224.770000 sec): 3 clusters
  Score: Raw -1458908.424462 + Penalty 4524.268543 = -1454384.155919
  nChanged 3
		SP:Iteration 126Q (51224.970000 sec): 3 clusters
  Score: Raw -1458908.914521 + Penalty 4524.268543 = -1454384.645979
  nChanged 1
		SP:Iteration 127Q (51225.130000 sec): 3 clusters
  Score: Raw -1458909.223390 + Penalty 4524.268543 = -1454384.954848
  nChanged 2
		SP:Iteration 128Q (51225.310000 sec): 3 clusters
  Score: Raw -1458909.485679 + Penalty 4524.268543 = -1454385.217136
  nChanged 1
		SP:Iteration 129Q (51225.590000 sec): 3 clusters
  Score: Raw -1458909.675053 + Penalty 4524.268543 = -1454385.406510
  nChanged 3
		SP:Iteration 130Q (51225.870000 sec): 3 clusters
  Score: Raw -1458910.307873 + Penalty 4524.268543 = -1454386.039331
  nChanged 2
		SP:Iteration 131Q (51226.070000 sec): 3 clusters
  Score: Raw -1458910.722739 + Penalty 4524.268543 = -1454386.454196
  nChanged 2
		SP:Iteration 132Q (51226.200000 sec): 3 clusters
  Score: Raw -1458911.056900 + Penalty 4524.268543 = -1454386.788357
  nChanged 2
		SP:Iteration 133Q (51226.440000 sec): 3 clusters
  Score: Raw -1458911.376294 + Penalty 4524.268543 = -1454387.107751
  nChanged 2
		SP:Iteration 134Q (51226.630000 sec): 3 clusters
  Score: Raw -1458911.702461 + Penalty 4524.268543 = -1454387.433919
  nChanged 2
		SP:Iteration 135Q (51226.880000 sec): 3 clusters
  Score: Raw -1458911.941783 + Penalty 4524.268543 = -1454387.673240
  nChanged 2
		SP:Iteration 136Q (51227.060000 sec): 3 clusters
  Score: Raw -1458912.194664 + Penalty 4524.268543 = -1454387.926122
  nChanged 2
		SP:Iteration 137Q (51227.300000 sec): 3 clusters
  Score: Raw -1458912.398909 + Penalty 4524.268543 = -1454388.130367
  nChanged 0
		SP:Iteration 138F (51227.540000 sec): 3 clusters
  Score: Raw -1458912.398909 + Penalty 4524.268543 = -1454388.130367
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (30275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51227.840000 sec): 2 clusters
  Score: Raw -4623554.374371 + Penalty 2558.883237 = -4620995.491134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51228.210000 sec): 3 clusters
  Score: Raw -4605500.744669 + Penalty 5117.766474 = -4600382.978195
  nChanged 13663
		SP:Iteration 1F (51228.630000 sec): 3 clusters
  Score: Raw -4613081.228960 + Penalty 5117.766474 = -4607963.462486
  nChanged 1620
		SP:Iteration 2F (51228.950000 sec): 3 clusters
  Score: Raw -4613775.025179 + Penalty 5117.766474 = -4608657.258705
  nChanged 1615
		SP:Iteration 3F (51229.350000 sec): 3 clusters
  Score: Raw -4614511.826992 + Penalty 5117.766474 = -4609394.060518
  nChanged 1628
		SP:Iteration 4F (51229.790000 sec): 3 clusters
  Score: Raw -4615344.519520 + Penalty 5117.766474 = -4610226.753047
  nChanged 1610
		SP:Iteration 5F (51230.180000 sec): 3 clusters
  Score: Raw -4616257.595233 + Penalty 5117.766474 = -4611139.828760
  nChanged 1660
		SP:Iteration 6F (51230.550000 sec): 3 clusters
  Score: Raw -4617337.672581 + Penalty 5117.766474 = -4612219.906107
  nChanged 1675
		SP:Iteration 7F (51230.950000 sec): 3 clusters
  Score: Raw -4618554.705420 + Penalty 5117.766474 = -4613436.938946
  nChanged 1628
		SP:Iteration 8F (51231.360000 sec): 3 clusters
  Score: Raw -4619784.188483 + Penalty 5117.766474 = -4614666.422009
  nChanged 1421
		SP:Iteration 9Q (51231.850000 sec): 3 clusters
  Score: Raw -4620838.170211 + Penalty 5117.766474 = -4615720.403737
  nChanged 1096
		SP:Iteration 10Q (51232.260000 sec): 3 clusters
  Score: Raw -4621615.199746 + Penalty 5117.766474 = -4616497.433272
  nChanged 868
		SP:Iteration 11Q (51232.710000 sec): 3 clusters
  Score: Raw -4622210.236535 + Penalty 5117.766474 = -4617092.470061
  nChanged 689
		SP:Iteration 12Q (51233.170000 sec): 3 clusters
  Score: Raw -4622687.497594 + Penalty 5117.766474 = -4617569.731120
  nChanged 521
		SP:Iteration 13Q (51233.530000 sec): 3 clusters
  Score: Raw -4623025.391897 + Penalty 5117.766474 = -4617907.625423
  nChanged 403
		SP:Iteration 14Q (51233.950000 sec): 3 clusters
  Score: Raw -4623270.965636 + Penalty 5117.766474 = -4618153.199162
  nChanged 303
		SP:Iteration 15Q (51234.290000 sec): 3 clusters
  Score: Raw -4623449.124406 + Penalty 5117.766474 = -4618331.357932
  nChanged 261
		SP:Iteration 16Q (51234.630000 sec): 3 clusters
  Score: Raw -4623587.819707 + Penalty 5117.766474 = -4618470.053233
  nChanged 190
		SP:Iteration 17Q (51235.020000 sec): 3 clusters
  Score: Raw -4623683.374828 + Penalty 5117.766474 = -4618565.608354
  nChanged 168
		SP:Iteration 18Q (51235.450000 sec): 3 clusters
  Score: Raw -4623760.573487 + Penalty 5117.766474 = -4618642.807013
  nChanged 137
		SP:Iteration 19Q (51235.820000 sec): 3 clusters
  Score: Raw -4623825.107355 + Penalty 5117.766474 = -4618707.340881
  nChanged 118
		SP:Iteration 20F (51236.190000 sec): 3 clusters
  Score: Raw -4623880.332688 + Penalty 5117.766474 = -4618762.566214
  nChanged 88
		SP:Iteration 21Q (51236.510000 sec): 3 clusters
  Score: Raw -4623921.450273 + Penalty 5117.766474 = -4618803.683799
  nChanged 66
		SP:Iteration 22Q (51236.850000 sec): 3 clusters
  Score: Raw -4623956.878514 + Penalty 5117.766474 = -4618839.112040
  nChanged 63
		SP:Iteration 23Q (51237.210000 sec): 3 clusters
  Score: Raw -4623986.305622 + Penalty 5117.766474 = -4618868.539148
  nChanged 51
		SP:Iteration 24Q (51237.530000 sec): 3 clusters
  Score: Raw -4624011.179801 + Penalty 5117.766474 = -4618893.413327
  nChanged 51
		SP:Iteration 25Q (51237.910000 sec): 3 clusters
  Score: Raw -4624033.712142 + Penalty 5117.766474 = -4618915.945668
  nChanged 38
		SP:Iteration 26Q (51238.380000 sec): 3 clusters
  Score: Raw -4624050.620653 + Penalty 5117.766474 = -4618932.854179
  nChanged 36
		SP:Iteration 27Q (51238.740000 sec): 3 clusters
  Score: Raw -4624064.843729 + Penalty 5117.766474 = -4618947.077255
  nChanged 21
		SP:Iteration 28Q (51239.140000 sec): 3 clusters
  Score: Raw -4624073.587030 + Penalty 5117.766474 = -4618955.820557
  nChanged 25
		SP:Iteration 29Q (51239.520000 sec): 3 clusters
  Score: Raw -4624084.730573 + Penalty 5117.766474 = -4618966.964099
  nChanged 22
		SP:Iteration 30Q (51239.920000 sec): 3 clusters
  Score: Raw -4624094.584051 + Penalty 5117.766474 = -4618976.817577
  nChanged 16
		SP:Iteration 31Q (51240.300000 sec): 3 clusters
  Score: Raw -4624101.897119 + Penalty 5117.766474 = -4618984.130645
  nChanged 13
		SP:Iteration 32Q (51240.710000 sec): 3 clusters
  Score: Raw -4624107.195420 + Penalty 5117.766474 = -4618989.428946
  nChanged 10
		SP:Iteration 33Q (51241.110000 sec): 3 clusters
  Score: Raw -4624110.120067 + Penalty 5117.766474 = -4618992.353593
  nChanged 5
		SP:Iteration 34Q (51241.450000 sec): 3 clusters
  Score: Raw -4624111.243202 + Penalty 5117.766474 = -4618993.476728
  nChanged 3
		SP:Iteration 35Q (51241.750000 sec): 3 clusters
  Score: Raw -4624112.242389 + Penalty 5117.766474 = -4618994.475915
  nChanged 5
		SP:Iteration 36Q (51242.160000 sec): 3 clusters
  Score: Raw -4624113.930831 + Penalty 5117.766474 = -4618996.164357
  nChanged 3
		SP:Iteration 37Q (51242.440000 sec): 3 clusters
  Score: Raw -4624115.119455 + Penalty 5117.766474 = -4618997.352981
  nChanged 1
		SP:Iteration 38Q (51242.800000 sec): 3 clusters
  Score: Raw -4624115.375680 + Penalty 5117.766474 = -4618997.609206
  nChanged 0
		SP:Iteration 39F (51243.200000 sec): 3 clusters
  Score: Raw -4624115.375680 + Penalty 5117.766474 = -4618997.609206
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (1176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51243.300000 sec): 2 clusters
  Score: Raw -173534.458403 + Penalty 1753.328784 = -171781.129619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51243.420000 sec): 3 clusters
  Score: Raw -173259.371095 + Penalty 3506.657568 = -169752.713527
  nChanged 338
		SP:Iteration 1F (51243.580000 sec): 3 clusters
  Score: Raw -173736.805618 + Penalty 3506.657568 = -170230.148050
  nChanged 115
		SP:Iteration 2F (51243.680000 sec): 3 clusters
  Score: Raw -173964.201120 + Penalty 3506.657568 = -170457.543552
  nChanged 65
		SP:Iteration 3F (51243.830000 sec): 3 clusters
  Score: Raw -174071.461977 + Penalty 3506.657568 = -170564.804409
  nChanged 50
		SP:Iteration 4Q (51243.930000 sec): 3 clusters
  Score: Raw -174172.196530 + Penalty 3506.657568 = -170665.538962
  nChanged 54
		SP:Iteration 5Q (51244.060000 sec): 3 clusters
  Score: Raw -174270.731489 + Penalty 3506.657568 = -170764.073922
  nChanged 41
		SP:Iteration 6Q (51244.200000 sec): 3 clusters
  Score: Raw -174328.417878 + Penalty 3506.657568 = -170821.760310
  nChanged 30
		SP:Iteration 7Q (51244.340000 sec): 3 clusters
  Score: Raw -174385.465544 + Penalty 3506.657568 = -170878.807976
  nChanged 20
		SP:Iteration 8Q (51244.480000 sec): 3 clusters
  Score: Raw -174421.041884 + Penalty 3506.657568 = -170914.384317
  nChanged 17
		SP:Iteration 9Q (51244.620000 sec): 3 clusters
  Score: Raw -174465.003842 + Penalty 3506.657568 = -170958.346274
  nChanged 21
		SP:Iteration 10Q (51244.760000 sec): 3 clusters
  Score: Raw -174504.283462 + Penalty 3506.657568 = -170997.625894
  nChanged 18
		SP:Iteration 11Q (51244.910000 sec): 3 clusters
  Score: Raw -174543.472620 + Penalty 3506.657568 = -171036.815052
  nChanged 16
		SP:Iteration 12Q (51245.010000 sec): 3 clusters
  Score: Raw -174579.582887 + Penalty 3506.657568 = -171072.925319
  nChanged 12
		SP:Iteration 13Q (51245.140000 sec): 3 clusters
  Score: Raw -174605.752731 + Penalty 3506.657568 = -171099.095163
  nChanged 10
		SP:Iteration 14Q (51245.280000 sec): 3 clusters
  Score: Raw -174620.080128 + Penalty 3506.657568 = -171113.422560
  nChanged 9
		SP:Iteration 15Q (51245.390000 sec): 3 clusters
  Score: Raw -174632.306976 + Penalty 3506.657568 = -171125.649408
  nChanged 4
		SP:Iteration 16Q (51245.530000 sec): 3 clusters
  Score: Raw -174638.079347 + Penalty 3506.657568 = -171131.421780
  nChanged 3
		SP:Iteration 17Q (51245.670000 sec): 3 clusters
  Score: Raw -174641.814471 + Penalty 3506.657568 = -171135.156903
  nChanged 4
		SP:Iteration 18Q (51245.770000 sec): 3 clusters
  Score: Raw -174646.321511 + Penalty 3506.657568 = -171139.663944
  nChanged 5
		SP:Iteration 19Q (51245.920000 sec): 3 clusters
  Score: Raw -174654.597606 + Penalty 3506.657568 = -171147.940038
  nChanged 7
		SP:Iteration 20F (51246.000000 sec): 3 clusters
  Score: Raw -174663.750207 + Penalty 3506.657568 = -171157.092640
  nChanged 5
		SP:Iteration 21Q (51246.110000 sec): 3 clusters
  Score: Raw -174673.115335 + Penalty 3506.657568 = -171166.457768
  nChanged 3
		SP:Iteration 22Q (51246.210000 sec): 3 clusters
  Score: Raw -174675.581873 + Penalty 3506.657568 = -171168.924305
  nChanged 1
		SP:Iteration 23Q (51246.350000 sec): 3 clusters
  Score: Raw -174679.154704 + Penalty 3506.657568 = -171172.497136
  nChanged 0
		SP:Iteration 24F (51246.500000 sec): 3 clusters
  Score: Raw -174679.154704 + Penalty 3506.657568 = -171172.497136
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (289982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51248.340000 sec): 2 clusters
  Score: Raw -46283148.600436 + Penalty 3119.238385 = -46280029.362051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51250.680000 sec): 3 clusters
  Score: Raw -46091258.212956 + Penalty 6238.476769 = -46085019.736187
  nChanged 140514
		SP:Iteration 1F (51253.250000 sec): 3 clusters
  Score: Raw -46174967.339189 + Penalty 6238.476769 = -46168728.862420
  nChanged 7560
		SP:Iteration 2Q (51256.060000 sec): 3 clusters
  Score: Raw -46176553.378768 + Penalty 6238.476769 = -46170314.901999
  nChanged 8136
		SP:Iteration 3Q (51258.870000 sec): 3 clusters
  Score: Raw -46178515.319611 + Penalty 6238.476769 = -46172276.842842
  nChanged 8976
		SP:Iteration 4Q (51261.680000 sec): 3 clusters
  Score: Raw -46180941.874893 + Penalty 6238.476769 = -46174703.398123
  nChanged 9908
		SP:Iteration 5Q (51263.720000 sec): 3 clusters
  Score: Raw -46184007.501232 + Penalty 6238.476769 = -46177769.024463
  nChanged 11261
		SP:Iteration 6Q (51266.230000 sec): 3 clusters
  Score: Raw -46188031.519861 + Penalty 6238.476769 = -46181793.043092
  nChanged 12558
		SP:Iteration 7Q (51268.630000 sec): 3 clusters
  Score: Raw -46192980.276441 + Penalty 6238.476769 = -46186741.799672
  nChanged 13498
		SP:Iteration 8Q (51270.990000 sec): 3 clusters
  Score: Raw -46198601.814193 + Penalty 6238.476769 = -46192363.337424
  nChanged 13899
		SP:Iteration 9Q (51273.430000 sec): 3 clusters
  Score: Raw -46204669.049813 + Penalty 6238.476769 = -46198430.573044
  nChanged 13469
		SP:Iteration 10Q (51275.740000 sec): 3 clusters
  Score: Raw -46210692.390335 + Penalty 6238.476769 = -46204453.913566
  nChanged 12778
		SP:Iteration 11Q (51278.140000 sec): 3 clusters
  Score: Raw -46216303.251959 + Penalty 6238.476769 = -46210064.775190
  nChanged 11962
		SP:Iteration 12Q (51280.410000 sec): 3 clusters
  Score: Raw -46221573.831151 + Penalty 6238.476769 = -46215335.354382
  nChanged 11445
		SP:Iteration 13Q (51282.580000 sec): 3 clusters
  Score: Raw -46226759.357030 + Penalty 6238.476769 = -46220520.880261
  nChanged 11312
		SP:Iteration 14Q (51284.890000 sec): 3 clusters
  Score: Raw -46232067.096156 + Penalty 6238.476769 = -46225828.619387
  nChanged 11449
		SP:Iteration 15Q (51287.030000 sec): 3 clusters
  Score: Raw -46237610.596677 + Penalty 6238.476769 = -46231372.119908
  nChanged 11808
		SP:Iteration 16Q (51289.340000 sec): 3 clusters
  Score: Raw -46243523.039136 + Penalty 6238.476769 = -46237284.562367
  nChanged 11989
		SP:Iteration 17Q (51291.650000 sec): 3 clusters
  Score: Raw -46249894.674631 + Penalty 6238.476769 = -46243656.197862
  nChanged 11755
		SP:Iteration 18Q (51293.820000 sec): 3 clusters
  Score: Raw -46256673.835830 + Penalty 6238.476769 = -46250435.359061
  nChanged 10997
		SP:Iteration 19Q (51296.070000 sec): 3 clusters
  Score: Raw -46263485.114748 + Penalty 6238.476769 = -46257246.637979
  nChanged 9585
		SP:Iteration 20F (51298.410000 sec): 3 clusters
  Score: Raw -46269715.617191 + Penalty 6238.476769 = -46263477.140422
  nChanged 7516
		SP:Iteration 21Q (51300.520000 sec): 3 clusters
  Score: Raw -46274620.655452 + Penalty 6238.476769 = -46268382.178683
  nChanged 5411
		SP:Iteration 22Q (51302.680000 sec): 3 clusters
  Score: Raw -46278113.470020 + Penalty 6238.476769 = -46271874.993251
  nChanged 3565
		SP:Iteration 23Q (51304.700000 sec): 3 clusters
  Score: Raw -46280361.411379 + Penalty 6238.476769 = -46274122.934610
  nChanged 2137
		SP:Iteration 24Q (51306.870000 sec): 3 clusters
  Score: Raw -46281675.140471 + Penalty 6238.476769 = -46275436.663702
  nChanged 1289
		SP:Iteration 25Q (51309.020000 sec): 3 clusters
  Score: Raw -46282459.090079 + Penalty 6238.476769 = -46276220.613310
  nChanged 716
		SP:Iteration 26Q (51311.080000 sec): 3 clusters
  Score: Raw -46282887.024115 + Penalty 6238.476769 = -46276648.547346
  nChanged 430
		SP:Iteration 27Q (51313.230000 sec): 3 clusters
  Score: Raw -46283134.659815 + Penalty 6238.476769 = -46276896.183046
  nChanged 275
		SP:Iteration 28Q (51315.260000 sec): 3 clusters
  Score: Raw -46283299.852062 + Penalty 6238.476769 = -46277061.375293
  nChanged 176
		SP:Iteration 29Q (51317.480000 sec): 3 clusters
  Score: Raw -46283395.536640 + Penalty 6238.476769 = -46277157.059871
  nChanged 99
		SP:Iteration 30Q (51319.820000 sec): 3 clusters
  Score: Raw -46283444.558357 + Penalty 6238.476769 = -46277206.081587
  nChanged 77
		SP:Iteration 31Q (51321.780000 sec): 3 clusters
  Score: Raw -46283484.622036 + Penalty 6238.476769 = -46277246.145267
  nChanged 54
		SP:Iteration 32Q (51323.820000 sec): 3 clusters
  Score: Raw -46283512.850609 + Penalty 6238.476769 = -46277274.373840
  nChanged 50
		SP:Iteration 33Q (51325.820000 sec): 3 clusters
  Score: Raw -46283543.604066 + Penalty 6238.476769 = -46277305.127297
  nChanged 52
		SP:Iteration 34Q (51328.130000 sec): 3 clusters
  Score: Raw -46283573.871394 + Penalty 6238.476769 = -46277335.394625
  nChanged 32
		SP:Iteration 35Q (51330.300000 sec): 3 clusters
  Score: Raw -46283592.530098 + Penalty 6238.476769 = -46277354.053329
  nChanged 33
		SP:Iteration 36Q (51332.460000 sec): 3 clusters
  Score: Raw -46283609.814089 + Penalty 6238.476769 = -46277371.337320
  nChanged 24
		SP:Iteration 37Q (51334.490000 sec): 3 clusters
  Score: Raw -46283623.419621 + Penalty 6238.476769 = -46277384.942852
  nChanged 21
		SP:Iteration 38Q (51336.690000 sec): 3 clusters
  Score: Raw -46283634.640874 + Penalty 6238.476769 = -46277396.164105
  nChanged 20
		SP:Iteration 39Q (51339.360000 sec): 3 clusters
  Score: Raw -46283645.365383 + Penalty 6238.476769 = -46277406.888614
  nChanged 15
		SP:Iteration 40F (51341.900000 sec): 3 clusters
  Score: Raw -46283653.886695 + Penalty 6238.476769 = -46277415.409926
  nChanged 6
		SP:Iteration 41Q (51344.510000 sec): 3 clusters
  Score: Raw -46283656.493482 + Penalty 6238.476769 = -46277418.016713
  nChanged 7
		SP:Iteration 42Q (51347.090000 sec): 3 clusters
  Score: Raw -46283659.698667 + Penalty 6238.476769 = -46277421.221898
  nChanged 6
		SP:Iteration 43Q (51349.720000 sec): 3 clusters
  Score: Raw -46283663.026258 + Penalty 6238.476769 = -46277424.549489
  nChanged 6
		SP:Iteration 44Q (51351.800000 sec): 3 clusters
  Score: Raw -46283667.194616 + Penalty 6238.476769 = -46277428.717846
  nChanged 2
		SP:Iteration 45Q (51353.900000 sec): 3 clusters
  Score: Raw -46283668.695117 + Penalty 6238.476769 = -46277430.218348
  nChanged 2
		SP:Iteration 46Q (51355.690000 sec): 3 clusters
  Score: Raw -46283669.583811 + Penalty 6238.476769 = -46277431.107042
  nChanged 4
		SP:Iteration 47Q (51357.690000 sec): 3 clusters
  Score: Raw -46283671.577231 + Penalty 6238.476769 = -46277433.100462
  nChanged 3
		SP:Iteration 48Q (51359.880000 sec): 3 clusters
  Score: Raw -46283673.180861 + Penalty 6238.476769 = -46277434.704092
  nChanged 2
		SP:Iteration 49Q (51362.230000 sec): 3 clusters
  Score: Raw -46283674.202268 + Penalty 6238.476769 = -46277435.725499
  nChanged 5
		SP:Iteration 50Q (51364.390000 sec): 3 clusters
  Score: Raw -46283676.655816 + Penalty 6238.476769 = -46277438.179047
  nChanged 5
		SP:Iteration 51Q (51366.320000 sec): 3 clusters
  Score: Raw -46283678.885770 + Penalty 6238.476769 = -46277440.409001
  nChanged 4
		SP:Iteration 52Q (51368.460000 sec): 3 clusters
  Score: Raw -46283680.950807 + Penalty 6238.476769 = -46277442.474038
  nChanged 2
		SP:Iteration 53Q (51370.750000 sec): 3 clusters
  Score: Raw -46283681.635593 + Penalty 6238.476769 = -46277443.158824
  nChanged 2
		SP:Iteration 54Q (51373.110000 sec): 3 clusters
  Score: Raw -46283682.740796 + Penalty 6238.476769 = -46277444.264027
  nChanged 2
		SP:Iteration 55Q (51375.130000 sec): 3 clusters
  Score: Raw -46283684.012189 + Penalty 6238.476769 = -46277445.535420
  nChanged 3
		SP:Iteration 56Q (51377.360000 sec): 3 clusters
  Score: Raw -46283685.580537 + Penalty 6238.476769 = -46277447.103768
  nChanged 0
		SP:Iteration 57F (51379.250000 sec): 3 clusters
  Score: Raw -46283685.580537 + Penalty 6238.476769 = -46277447.103768
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (3512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51379.530000 sec): 2 clusters
  Score: Raw -549177.435854 + Penalty 2024.657357 = -547152.778497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51379.750000 sec): 3 clusters
  Score: Raw -547672.754895 + Penalty 4049.314714 = -543623.440182
  nChanged 1256
		SP:Iteration 1F (51379.930000 sec): 3 clusters
  Score: Raw -548511.855863 + Penalty 4049.314714 = -544462.541149
  nChanged 312
		SP:Iteration 2F (51380.090000 sec): 3 clusters
  Score: Raw -548790.659714 + Penalty 4049.314714 = -544741.345000
  nChanged 222
		SP:Iteration 3F (51380.300000 sec): 3 clusters
  Score: Raw -549012.138598 + Penalty 4049.314714 = -544962.823885
  nChanged 183
		SP:Iteration 4F (51380.500000 sec): 3 clusters
  Score: Raw -549267.500786 + Penalty 4049.314714 = -545218.186072
  nChanged 191
		SP:Iteration 5F (51380.650000 sec): 3 clusters
  Score: Raw -549540.771663 + Penalty 4049.314714 = -545491.456950
  nChanged 168
		SP:Iteration 6Q (51380.840000 sec): 3 clusters
  Score: Raw -549767.528863 + Penalty 4049.314714 = -545718.214149
  nChanged 140
		SP:Iteration 7Q (51381.010000 sec): 3 clusters
  Score: Raw -549896.356138 + Penalty 4049.314714 = -545847.041424
  nChanged 116
		SP:Iteration 8Q (51381.170000 sec): 3 clusters
  Score: Raw -549969.591267 + Penalty 4049.314714 = -545920.276553
  nChanged 96
		SP:Iteration 9Q (51381.340000 sec): 3 clusters
  Score: Raw -550029.818912 + Penalty 4049.314714 = -545980.504198
  nChanged 84
		SP:Iteration 10Q (51381.510000 sec): 3 clusters
  Score: Raw -550077.789024 + Penalty 4049.314714 = -546028.474310
  nChanged 71
		SP:Iteration 11Q (51381.670000 sec): 3 clusters
  Score: Raw -550114.673896 + Penalty 4049.314714 = -546065.359182
  nChanged 75
		SP:Iteration 12Q (51381.850000 sec): 3 clusters
  Score: Raw -550160.880311 + Penalty 4049.314714 = -546111.565598
  nChanged 75
		SP:Iteration 13Q (51381.960000 sec): 3 clusters
  Score: Raw -550207.331003 + Penalty 4049.314714 = -546158.016290
  nChanged 65
		SP:Iteration 14Q (51382.150000 sec): 3 clusters
  Score: Raw -550245.565488 + Penalty 4049.314714 = -546196.250774
  nChanged 55
		SP:Iteration 15Q (51382.260000 sec): 3 clusters
  Score: Raw -550272.400130 + Penalty 4049.314714 = -546223.085417
  nChanged 47
		SP:Iteration 16Q (51382.410000 sec): 3 clusters
  Score: Raw -550294.714062 + Penalty 4049.314714 = -546245.399349
  nChanged 38
		SP:Iteration 17Q (51382.550000 sec): 3 clusters
  Score: Raw -550312.395579 + Penalty 4049.314714 = -546263.080866
  nChanged 38
		SP:Iteration 18Q (51382.740000 sec): 3 clusters
  Score: Raw -550329.500534 + Penalty 4049.314714 = -546280.185821
  nChanged 27
		SP:Iteration 19Q (51382.850000 sec): 3 clusters
  Score: Raw -550342.926604 + Penalty 4049.314714 = -546293.611890
  nChanged 26
		SP:Iteration 20F (51382.970000 sec): 3 clusters
  Score: Raw -550357.153647 + Penalty 4049.314714 = -546307.838933
  nChanged 30
		SP:Iteration 21Q (51383.150000 sec): 3 clusters
  Score: Raw -550376.316193 + Penalty 4049.314714 = -546327.001479
  nChanged 30
		SP:Iteration 22Q (51383.280000 sec): 3 clusters
  Score: Raw -550395.262720 + Penalty 4049.314714 = -546345.948007
  nChanged 31
		SP:Iteration 23Q (51383.480000 sec): 3 clusters
  Score: Raw -550412.100114 + Penalty 4049.314714 = -546362.785400
  nChanged 22
		SP:Iteration 24Q (51383.590000 sec): 3 clusters
  Score: Raw -550424.965328 + Penalty 4049.314714 = -546375.650615
  nChanged 17
		SP:Iteration 25Q (51383.790000 sec): 3 clusters
  Score: Raw -550435.494093 + Penalty 4049.314714 = -546386.179379
  nChanged 15
		SP:Iteration 26Q (51383.890000 sec): 3 clusters
  Score: Raw -550444.097138 + Penalty 4049.314714 = -546394.782424
  nChanged 15
		SP:Iteration 27Q (51384.090000 sec): 3 clusters
  Score: Raw -550450.747638 + Penalty 4049.314714 = -546401.432924
  nChanged 10
		SP:Iteration 28Q (51384.210000 sec): 3 clusters
  Score: Raw -550454.526534 + Penalty 4049.314714 = -546405.211821
  nChanged 5
		SP:Iteration 29Q (51384.360000 sec): 3 clusters
  Score: Raw -550456.341424 + Penalty 4049.314714 = -546407.026710
  nChanged 4
		SP:Iteration 30Q (51384.550000 sec): 3 clusters
  Score: Raw -550457.821833 + Penalty 4049.314714 = -546408.507119
  nChanged 3
		SP:Iteration 31Q (51384.660000 sec): 3 clusters
  Score: Raw -550458.811225 + Penalty 4049.314714 = -546409.496511
  nChanged 3
		SP:Iteration 32Q (51384.850000 sec): 3 clusters
  Score: Raw -550460.551052 + Penalty 4049.314714 = -546411.236338
  nChanged 1
		SP:Iteration 33Q (51384.960000 sec): 3 clusters
  Score: Raw -550460.788823 + Penalty 4049.314714 = -546411.474109
  nChanged 3
		SP:Iteration 34Q (51385.150000 sec): 3 clusters
  Score: Raw -550462.207275 + Penalty 4049.314714 = -546412.892561
  nChanged 2
		SP:Iteration 35Q (51385.320000 sec): 3 clusters
  Score: Raw -550463.007023 + Penalty 4049.314714 = -546413.692310
  nChanged 1
		SP:Iteration 36Q (51385.480000 sec): 3 clusters
  Score: Raw -550463.550705 + Penalty 4049.314714 = -546414.235991
  nChanged 1
		SP:Iteration 37Q (51385.620000 sec): 3 clusters
  Score: Raw -550464.023547 + Penalty 4049.314714 = -546414.708833
  nChanged 1
		SP:Iteration 38Q (51385.800000 sec): 3 clusters
  Score: Raw -550464.430367 + Penalty 4049.314714 = -546415.115653
  nChanged 2
		SP:Iteration 39Q (51385.970000 sec): 3 clusters
  Score: Raw -550465.099809 + Penalty 4049.314714 = -546415.785095
  nChanged 1
		SP:Iteration 40F (51386.080000 sec): 3 clusters
  Score: Raw -550465.745920 + Penalty 4049.314714 = -546416.431206
  nChanged 3
		SP:Iteration 41Q (51386.280000 sec): 3 clusters
  Score: Raw -550466.923054 + Penalty 4049.314714 = -546417.608340
  nChanged 2
		SP:Iteration 42Q (51386.400000 sec): 3 clusters
  Score: Raw -550468.364544 + Penalty 4049.314714 = -546419.049830
  nChanged 2
		SP:Iteration 43Q (51386.590000 sec): 3 clusters
  Score: Raw -550469.535644 + Penalty 4049.314714 = -546420.220930
  nChanged 2
		SP:Iteration 44Q (51386.770000 sec): 3 clusters
  Score: Raw -550470.268954 + Penalty 4049.314714 = -546420.954241
  nChanged 3
		SP:Iteration 45Q (51386.880000 sec): 3 clusters
  Score: Raw -550471.438666 + Penalty 4049.314714 = -546422.123953
  nChanged 2
		SP:Iteration 46Q (51387.070000 sec): 3 clusters
  Score: Raw -550472.085136 + Penalty 4049.314714 = -546422.770423
  nChanged 1
		SP:Iteration 47Q (51387.230000 sec): 3 clusters
  Score: Raw -550472.342657 + Penalty 4049.314714 = -546423.027943
  nChanged 2
		SP:Iteration 48Q (51387.350000 sec): 3 clusters
  Score: Raw -550473.570495 + Penalty 4049.314714 = -546424.255782
  nChanged 3
		SP:Iteration 49Q (51387.500000 sec): 3 clusters
  Score: Raw -550474.782040 + Penalty 4049.314714 = -546425.467327
  nChanged 0
		SP:Iteration 50F (51387.670000 sec): 3 clusters
  Score: Raw -550474.782040 + Penalty 4049.314714 = -546425.467327
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (38235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51387.950000 sec): 2 clusters
  Score: Raw -6071380.946745 + Penalty 2616.773638 = -6068764.173107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51388.380000 sec): 3 clusters
  Score: Raw -6047935.273964 + Penalty 5233.547276 = -6042701.726688
  nChanged 17549
		SP:Iteration 1F (51388.880000 sec): 3 clusters
  Score: Raw -6057418.384234 + Penalty 5233.547276 = -6052184.836958
  nChanged 1838
		SP:Iteration 2Q (51389.390000 sec): 3 clusters
  Score: Raw -6058035.919919 + Penalty 5233.547276 = -6052802.372643
  nChanged 1759
		SP:Iteration 3Q (51389.860000 sec): 3 clusters
  Score: Raw -6058682.905065 + Penalty 5233.547276 = -6053449.357789
  nChanged 1845
		SP:Iteration 4Q (51390.290000 sec): 3 clusters
  Score: Raw -6059456.112823 + Penalty 5233.547276 = -6054222.565547
  nChanged 2014
		SP:Iteration 5F (51390.740000 sec): 3 clusters
  Score: Raw -6060451.184116 + Penalty 5233.547276 = -6055217.636840
  nChanged 2183
		SP:Iteration 6F (51391.250000 sec): 3 clusters
  Score: Raw -6061652.714712 + Penalty 5233.547276 = -6056419.167436
  nChanged 2296
		SP:Iteration 7F (51391.710000 sec): 3 clusters
  Score: Raw -6062986.340387 + Penalty 5233.547276 = -6057752.793110
  nChanged 2239
		SP:Iteration 8F (51392.130000 sec): 3 clusters
  Score: Raw -6064330.203759 + Penalty 5233.547276 = -6059096.656483
  nChanged 2064
		SP:Iteration 9F (51392.610000 sec): 3 clusters
  Score: Raw -6065617.844229 + Penalty 5233.547276 = -6060384.296952
  nChanged 1841
		SP:Iteration 10Q (51393.050000 sec): 3 clusters
  Score: Raw -6066834.186809 + Penalty 5233.547276 = -6061600.639533
  nChanged 1610
		SP:Iteration 11Q (51393.470000 sec): 3 clusters
  Score: Raw -6067957.683564 + Penalty 5233.547276 = -6062724.136288
  nChanged 1414
		SP:Iteration 12Q (51393.950000 sec): 3 clusters
  Score: Raw -6068982.429659 + Penalty 5233.547276 = -6063748.882383
  nChanged 1119
		SP:Iteration 13Q (51394.410000 sec): 3 clusters
  Score: Raw -6069835.673030 + Penalty 5233.547276 = -6064602.125754
  nChanged 852
		SP:Iteration 14Q (51394.860000 sec): 3 clusters
  Score: Raw -6070457.172722 + Penalty 5233.547276 = -6065223.625446
  nChanged 589
		SP:Iteration 15Q (51395.360000 sec): 3 clusters
  Score: Raw -6070884.952473 + Penalty 5233.547276 = -6065651.405197
  nChanged 422
		SP:Iteration 16Q (51395.810000 sec): 3 clusters
  Score: Raw -6071169.815964 + Penalty 5233.547276 = -6065936.268688
  nChanged 268
		SP:Iteration 17Q (51396.330000 sec): 3 clusters
  Score: Raw -6071353.427097 + Penalty 5233.547276 = -6066119.879821
  nChanged 188
		SP:Iteration 18Q (51396.710000 sec): 3 clusters
  Score: Raw -6071483.007506 + Penalty 5233.547276 = -6066249.460230
  nChanged 154
		SP:Iteration 19Q (51397.250000 sec): 3 clusters
  Score: Raw -6071590.762806 + Penalty 5233.547276 = -6066357.215530
  nChanged 113
		SP:Iteration 20F (51397.710000 sec): 3 clusters
  Score: Raw -6071670.914680 + Penalty 5233.547276 = -6066437.367404
  nChanged 92
		SP:Iteration 21Q (51398.120000 sec): 3 clusters
  Score: Raw -6071725.862287 + Penalty 5233.547276 = -6066492.315011
  nChanged 79
		SP:Iteration 22Q (51398.510000 sec): 3 clusters
  Score: Raw -6071776.385341 + Penalty 5233.547276 = -6066542.838064
  nChanged 54
		SP:Iteration 23Q (51398.960000 sec): 3 clusters
  Score: Raw -6071810.399143 + Penalty 5233.547276 = -6066576.851867
  nChanged 40
		SP:Iteration 24Q (51399.410000 sec): 3 clusters
  Score: Raw -6071833.355963 + Penalty 5233.547276 = -6066599.808687
  nChanged 32
		SP:Iteration 25Q (51399.840000 sec): 3 clusters
  Score: Raw -6071848.459554 + Penalty 5233.547276 = -6066614.912278
  nChanged 33
		SP:Iteration 26Q (51400.280000 sec): 3 clusters
  Score: Raw -6071867.088246 + Penalty 5233.547276 = -6066633.540969
  nChanged 30
		SP:Iteration 27Q (51400.770000 sec): 3 clusters
  Score: Raw -6071883.054792 + Penalty 5233.547276 = -6066649.507516
  nChanged 30
		SP:Iteration 28Q (51401.180000 sec): 3 clusters
  Score: Raw -6071896.865247 + Penalty 5233.547276 = -6066663.317971
  nChanged 17
		SP:Iteration 29Q (51401.590000 sec): 3 clusters
  Score: Raw -6071904.082844 + Penalty 5233.547276 = -6066670.535568
  nChanged 13
		SP:Iteration 30Q (51402.040000 sec): 3 clusters
  Score: Raw -6071910.426297 + Penalty 5233.547276 = -6066676.879020
  nChanged 13
		SP:Iteration 31Q (51402.520000 sec): 3 clusters
  Score: Raw -6071916.568288 + Penalty 5233.547276 = -6066683.021011
  nChanged 15
		SP:Iteration 32Q (51402.910000 sec): 3 clusters
  Score: Raw -6071923.822790 + Penalty 5233.547276 = -6066690.275514
  nChanged 10
		SP:Iteration 33Q (51403.350000 sec): 3 clusters
  Score: Raw -6071931.154761 + Penalty 5233.547276 = -6066697.607485
  nChanged 16
		SP:Iteration 34Q (51403.740000 sec): 3 clusters
  Score: Raw -6071938.270440 + Penalty 5233.547276 = -6066704.723163
  nChanged 10
		SP:Iteration 35Q (51404.160000 sec): 3 clusters
  Score: Raw -6071943.957958 + Penalty 5233.547276 = -6066710.410682
  nChanged 2
		SP:Iteration 36Q (51404.670000 sec): 3 clusters
  Score: Raw -6071945.584804 + Penalty 5233.547276 = -6066712.037528
  nChanged 2
		SP:Iteration 37Q (51405.020000 sec): 3 clusters
  Score: Raw -6071947.479295 + Penalty 5233.547276 = -6066713.932019
  nChanged 2
		SP:Iteration 38Q (51405.480000 sec): 3 clusters
  Score: Raw -6071948.231605 + Penalty 5233.547276 = -6066714.684329
  nChanged 1
		SP:Iteration 39Q (51405.880000 sec): 3 clusters
  Score: Raw -6071949.047267 + Penalty 5233.547276 = -6066715.499991
  nChanged 1
		SP:Iteration 40F (51406.310000 sec): 3 clusters
  Score: Raw -6071949.529507 + Penalty 5233.547276 = -6066715.982230
  nChanged 2
		SP:Iteration 41Q (51406.670000 sec): 3 clusters
  Score: Raw -6071950.162326 + Penalty 5233.547276 = -6066716.615050
  nChanged 0
		SP:Iteration 42F (51407.100000 sec): 3 clusters
  Score: Raw -6071950.162326 + Penalty 5233.547276 = -6066716.615050
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (20049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51407.320000 sec): 2 clusters
  Score: Raw -3151268.300082 + Penalty 2456.671770 = -3148811.628312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51407.600000 sec): 3 clusters
  Score: Raw -3139629.794136 + Penalty 4913.343540 = -3134716.450596
  nChanged 8749
		SP:Iteration 1F (51407.880000 sec): 3 clusters
  Score: Raw -3144266.994744 + Penalty 4913.343540 = -3139353.651204
  nChanged 1071
		SP:Iteration 2F (51408.200000 sec): 3 clusters
  Score: Raw -3144692.923023 + Penalty 4913.343540 = -3139779.579483
  nChanged 956
		SP:Iteration 3Q (51408.480000 sec): 3 clusters
  Score: Raw -3145053.993160 + Penalty 4913.343540 = -3140140.649620
  nChanged 886
		SP:Iteration 4Q (51408.880000 sec): 3 clusters
  Score: Raw -3145456.051902 + Penalty 4913.343540 = -3140542.708363
  nChanged 975
		SP:Iteration 5Q (51409.160000 sec): 3 clusters
  Score: Raw -3145996.668667 + Penalty 4913.343540 = -3141083.325127
  nChanged 1129
		SP:Iteration 6F (51409.550000 sec): 3 clusters
  Score: Raw -3146728.567766 + Penalty 4913.343540 = -3141815.224226
  nChanged 1292
		SP:Iteration 7F (51409.950000 sec): 3 clusters
  Score: Raw -3147699.146974 + Penalty 4913.343540 = -3142785.803434
  nChanged 1309
		SP:Iteration 8F (51410.250000 sec): 3 clusters
  Score: Raw -3148811.211930 + Penalty 4913.343540 = -3143897.868390
  nChanged 1137
		SP:Iteration 9F (51410.580000 sec): 3 clusters
  Score: Raw -3149840.801112 + Penalty 4913.343540 = -3144927.457572
  nChanged 794
		SP:Iteration 10Q (51410.850000 sec): 3 clusters
  Score: Raw -3150591.091534 + Penalty 4913.343540 = -3145677.747994
  nChanged 473
		SP:Iteration 11Q (51411.190000 sec): 3 clusters
  Score: Raw -3151041.502137 + Penalty 4913.343540 = -3146128.158597
  nChanged 251
		SP:Iteration 12Q (51411.540000 sec): 3 clusters
  Score: Raw -3151284.699000 + Penalty 4913.343540 = -3146371.355460
  nChanged 126
		SP:Iteration 13Q (51411.770000 sec): 3 clusters
  Score: Raw -3151416.165464 + Penalty 4913.343540 = -3146502.821924
  nChanged 69
		SP:Iteration 14Q (51412.090000 sec): 3 clusters
  Score: Raw -3151496.676866 + Penalty 4913.343540 = -3146583.333326
  nChanged 51
		SP:Iteration 15Q (51412.360000 sec): 3 clusters
  Score: Raw -3151555.694175 + Penalty 4913.343540 = -3146642.350635
  nChanged 28
		SP:Iteration 16Q (51412.610000 sec): 3 clusters
  Score: Raw -3151594.740266 + Penalty 4913.343540 = -3146681.396726
  nChanged 13
		SP:Iteration 17Q (51412.920000 sec): 3 clusters
  Score: Raw -3151609.628285 + Penalty 4913.343540 = -3146696.284745
  nChanged 6
		SP:Iteration 18Q (51413.220000 sec): 3 clusters
  Score: Raw -3151619.959922 + Penalty 4913.343540 = -3146706.616382
  nChanged 10
		SP:Iteration 19Q (51413.460000 sec): 3 clusters
  Score: Raw -3151635.260118 + Penalty 4913.343540 = -3146721.916578
  nChanged 4
		SP:Iteration 20F (51413.800000 sec): 3 clusters
  Score: Raw -3151640.571815 + Penalty 4913.343540 = -3146727.228275
  nChanged 3
		SP:Iteration 21Q (51414.080000 sec): 3 clusters
  Score: Raw -3151643.435092 + Penalty 4913.343540 = -3146730.091552
  nChanged 1
		SP:Iteration 22Q (51414.380000 sec): 3 clusters
  Score: Raw -3151644.274811 + Penalty 4913.343540 = -3146730.931271
  nChanged 1
		SP:Iteration 23Q (51414.740000 sec): 3 clusters
  Score: Raw -3151645.233144 + Penalty 4913.343540 = -3146731.889604
  nChanged 1
		SP:Iteration 24Q (51415.000000 sec): 3 clusters
  Score: Raw -3151645.959455 + Penalty 4913.343540 = -3146732.615915
  nChanged 0
		SP:Iteration 25F (51415.350000 sec): 3 clusters
  Score: Raw -3151645.959455 + Penalty 4913.343540 = -3146732.615915
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (14630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51415.560000 sec): 2 clusters
  Score: Raw -2188859.833441 + Penalty 2378.525715 = -2186481.307726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51415.890000 sec): 3 clusters
  Score: Raw -2180555.277839 + Penalty 4757.051429 = -2175798.226410
  nChanged 6282
		SP:Iteration 1F (51416.200000 sec): 3 clusters
  Score: Raw -2184219.058348 + Penalty 4757.051429 = -2179462.006919
  nChanged 1113
		SP:Iteration 2F (51416.530000 sec): 3 clusters
  Score: Raw -2184884.514573 + Penalty 4757.051429 = -2180127.463144
  nChanged 981
		SP:Iteration 3F (51416.850000 sec): 3 clusters
  Score: Raw -2185498.013117 + Penalty 4757.051429 = -2180740.961688
  nChanged 910
		SP:Iteration 4F (51417.150000 sec): 3 clusters
  Score: Raw -2186107.752770 + Penalty 4757.051429 = -2181350.701341
  nChanged 883
		SP:Iteration 5F (51417.420000 sec): 3 clusters
  Score: Raw -2186697.392372 + Penalty 4757.051429 = -2181940.340943
  nChanged 797
		SP:Iteration 6F (51417.710000 sec): 3 clusters
  Score: Raw -2187181.744872 + Penalty 4757.051429 = -2182424.693443
  nChanged 639
		SP:Iteration 7Q (51418.020000 sec): 3 clusters
  Score: Raw -2187527.804318 + Penalty 4757.051429 = -2182770.752888
  nChanged 550
		SP:Iteration 8Q (51418.360000 sec): 3 clusters
  Score: Raw -2187809.706089 + Penalty 4757.051429 = -2183052.654660
  nChanged 431
		SP:Iteration 9Q (51418.680000 sec): 3 clusters
  Score: Raw -2188015.996202 + Penalty 4757.051429 = -2183258.944773
  nChanged 382
		SP:Iteration 10Q (51418.930000 sec): 3 clusters
  Score: Raw -2188187.208715 + Penalty 4757.051429 = -2183430.157286
  nChanged 317
		SP:Iteration 11Q (51419.250000 sec): 3 clusters
  Score: Raw -2188315.661404 + Penalty 4757.051429 = -2183558.609975
  nChanged 257
		SP:Iteration 12Q (51419.570000 sec): 3 clusters
  Score: Raw -2188419.482129 + Penalty 4757.051429 = -2183662.430699
  nChanged 250
		SP:Iteration 13Q (51419.880000 sec): 3 clusters
  Score: Raw -2188523.895267 + Penalty 4757.051429 = -2183766.843838
  nChanged 242
		SP:Iteration 14Q (51420.120000 sec): 3 clusters
  Score: Raw -2188630.419044 + Penalty 4757.051429 = -2183873.367615
  nChanged 242
		SP:Iteration 15Q (51420.430000 sec): 3 clusters
  Score: Raw -2188734.703762 + Penalty 4757.051429 = -2183977.652333
  nChanged 216
		SP:Iteration 16Q (51420.750000 sec): 3 clusters
  Score: Raw -2188815.738324 + Penalty 4757.051429 = -2184058.686895
  nChanged 192
		SP:Iteration 17Q (51421.040000 sec): 3 clusters
  Score: Raw -2188888.736856 + Penalty 4757.051429 = -2184131.685427
  nChanged 197
		SP:Iteration 18Q (51421.310000 sec): 3 clusters
  Score: Raw -2188969.735538 + Penalty 4757.051429 = -2184212.684109
  nChanged 152
		SP:Iteration 19Q (51421.610000 sec): 3 clusters
  Score: Raw -2189038.434343 + Penalty 4757.051429 = -2184281.382914
  nChanged 148
		SP:Iteration 20F (51421.950000 sec): 3 clusters
  Score: Raw -2189103.661355 + Penalty 4757.051429 = -2184346.609926
  nChanged 136
		SP:Iteration 21Q (51422.220000 sec): 3 clusters
  Score: Raw -2189163.875443 + Penalty 4757.051429 = -2184406.824014
  nChanged 132
		SP:Iteration 22Q (51422.560000 sec): 3 clusters
  Score: Raw -2189212.239339 + Penalty 4757.051429 = -2184455.187910
  nChanged 102
		SP:Iteration 23Q (51422.820000 sec): 3 clusters
  Score: Raw -2189250.374659 + Penalty 4757.051429 = -2184493.323230
  nChanged 90
		SP:Iteration 24Q (51423.110000 sec): 3 clusters
  Score: Raw -2189290.246464 + Penalty 4757.051429 = -2184533.195035
  nChanged 95
		SP:Iteration 25Q (51423.410000 sec): 3 clusters
  Score: Raw -2189326.457821 + Penalty 4757.051429 = -2184569.406392
  nChanged 88
		SP:Iteration 26Q (51423.700000 sec): 3 clusters
  Score: Raw -2189360.412205 + Penalty 4757.051429 = -2184603.360776
  nChanged 78
		SP:Iteration 27Q (51423.960000 sec): 3 clusters
  Score: Raw -2189388.820091 + Penalty 4757.051429 = -2184631.768662
  nChanged 64
		SP:Iteration 28Q (51424.220000 sec): 3 clusters
  Score: Raw -2189415.729415 + Penalty 4757.051429 = -2184658.677986
  nChanged 63
		SP:Iteration 29Q (51424.480000 sec): 3 clusters
  Score: Raw -2189440.429471 + Penalty 4757.051429 = -2184683.378042
  nChanged 65
		SP:Iteration 30Q (51424.750000 sec): 3 clusters
  Score: Raw -2189463.694982 + Penalty 4757.051429 = -2184706.643553
  nChanged 47
		SP:Iteration 31Q (51425.030000 sec): 3 clusters
  Score: Raw -2189478.065218 + Penalty 4757.051429 = -2184721.013789
  nChanged 46
		SP:Iteration 32Q (51425.280000 sec): 3 clusters
  Score: Raw -2189492.653890 + Penalty 4757.051429 = -2184735.602461
  nChanged 48
		SP:Iteration 33Q (51425.540000 sec): 3 clusters
  Score: Raw -2189508.914684 + Penalty 4757.051429 = -2184751.863255
  nChanged 37
		SP:Iteration 34Q (51425.760000 sec): 3 clusters
  Score: Raw -2189519.040221 + Penalty 4757.051429 = -2184761.988792
  nChanged 20
		SP:Iteration 35Q (51426.000000 sec): 3 clusters
  Score: Raw -2189525.132959 + Penalty 4757.051429 = -2184768.081530
  nChanged 20
		SP:Iteration 36Q (51426.270000 sec): 3 clusters
  Score: Raw -2189530.924706 + Penalty 4757.051429 = -2184773.873277
  nChanged 18
		SP:Iteration 37Q (51426.540000 sec): 3 clusters
  Score: Raw -2189535.885014 + Penalty 4757.051429 = -2184778.833585
  nChanged 12
		SP:Iteration 38Q (51426.740000 sec): 3 clusters
  Score: Raw -2189539.767626 + Penalty 4757.051429 = -2184782.716197
  nChanged 10
		SP:Iteration 39Q (51426.990000 sec): 3 clusters
  Score: Raw -2189542.860305 + Penalty 4757.051429 = -2184785.808876
  nChanged 9
		SP:Iteration 40F (51427.290000 sec): 3 clusters
  Score: Raw -2189545.372188 + Penalty 4757.051429 = -2184788.320759
  nChanged 6
		SP:Iteration 41Q (51427.500000 sec): 3 clusters
  Score: Raw -2189547.329019 + Penalty 4757.051429 = -2184790.277590
  nChanged 11
		SP:Iteration 42Q (51427.760000 sec): 3 clusters
  Score: Raw -2189550.490997 + Penalty 4757.051429 = -2184793.439568
  nChanged 10
		SP:Iteration 43Q (51428.020000 sec): 3 clusters
  Score: Raw -2189552.744927 + Penalty 4757.051429 = -2184795.693498
  nChanged 7
		SP:Iteration 44Q (51428.230000 sec): 3 clusters
  Score: Raw -2189554.862435 + Penalty 4757.051429 = -2184797.811006
  nChanged 10
		SP:Iteration 45Q (51428.530000 sec): 3 clusters
  Score: Raw -2189557.863494 + Penalty 4757.051429 = -2184800.812065
  nChanged 9
		SP:Iteration 46Q (51428.880000 sec): 3 clusters
  Score: Raw -2189560.230982 + Penalty 4757.051429 = -2184803.179553
  nChanged 6
		SP:Iteration 47Q (51429.150000 sec): 3 clusters
  Score: Raw -2189561.674302 + Penalty 4757.051429 = -2184804.622873
  nChanged 2
		SP:Iteration 48Q (51429.490000 sec): 3 clusters
  Score: Raw -2189561.947659 + Penalty 4757.051429 = -2184804.896230
  nChanged 1
		SP:Iteration 49Q (51429.790000 sec): 3 clusters
  Score: Raw -2189562.203618 + Penalty 4757.051429 = -2184805.152189
  nChanged 0
		SP:Iteration 50F (51430.120000 sec): 3 clusters
  Score: Raw -2189562.203618 + Penalty 4757.051429 = -2184805.152189
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (10495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51430.280000 sec): 2 clusters
  Score: Raw -1619390.829021 + Penalty 2296.146250 = -1617094.682771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51430.480000 sec): 3 clusters
  Score: Raw -1613732.520819 + Penalty 4592.292499 = -1609140.228320
  nChanged 4377
		SP:Iteration 1F (51430.750000 sec): 3 clusters
  Score: Raw -1616245.833850 + Penalty 4592.292499 = -1611653.541351
  nChanged 780
		SP:Iteration 2F (51431.020000 sec): 3 clusters
  Score: Raw -1616727.458004 + Penalty 4592.292499 = -1612135.165505
  nChanged 706
		SP:Iteration 3F (51431.270000 sec): 3 clusters
  Score: Raw -1617187.173256 + Penalty 4592.292499 = -1612594.880757
  nChanged 622
		SP:Iteration 4F (51431.420000 sec): 3 clusters
  Score: Raw -1617565.299812 + Penalty 4592.292499 = -1612973.007313
  nChanged 538
		SP:Iteration 5F (51431.670000 sec): 3 clusters
  Score: Raw -1617902.819881 + Penalty 4592.292499 = -1613310.527382
  nChanged 513
		SP:Iteration 6Q (51431.880000 sec): 3 clusters
  Score: Raw -1618232.053060 + Penalty 4592.292499 = -1613639.760561
  nChanged 448
		SP:Iteration 7Q (51432.100000 sec): 3 clusters
  Score: Raw -1618531.714466 + Penalty 4592.292499 = -1613939.421967
  nChanged 401
		SP:Iteration 8Q (51432.400000 sec): 3 clusters
  Score: Raw -1618795.508837 + Penalty 4592.292499 = -1614203.216338
  nChanged 317
		SP:Iteration 9Q (51432.590000 sec): 3 clusters
  Score: Raw -1619027.147999 + Penalty 4592.292499 = -1614434.855500
  nChanged 284
		SP:Iteration 10Q (51432.820000 sec): 3 clusters
  Score: Raw -1619235.195402 + Penalty 4592.292499 = -1614642.902903
  nChanged 211
		SP:Iteration 11Q (51433.040000 sec): 3 clusters
  Score: Raw -1619385.584559 + Penalty 4592.292499 = -1614793.292060
  nChanged 169
		SP:Iteration 12Q (51433.260000 sec): 3 clusters
  Score: Raw -1619499.006097 + Penalty 4592.292499 = -1614906.713598
  nChanged 141
		SP:Iteration 13Q (51433.460000 sec): 3 clusters
  Score: Raw -1619606.409883 + Penalty 4592.292499 = -1615014.117384
  nChanged 121
		SP:Iteration 14Q (51433.710000 sec): 3 clusters
  Score: Raw -1619686.850328 + Penalty 4592.292499 = -1615094.557828
  nChanged 85
		SP:Iteration 15Q (51433.930000 sec): 3 clusters
  Score: Raw -1619739.661829 + Penalty 4592.292499 = -1615147.369330
  nChanged 59
		SP:Iteration 16Q (51434.100000 sec): 3 clusters
  Score: Raw -1619772.032811 + Penalty 4592.292499 = -1615179.740312
  nChanged 35
		SP:Iteration 17Q (51434.320000 sec): 3 clusters
  Score: Raw -1619789.379660 + Penalty 4592.292499 = -1615197.087161
  nChanged 28
		SP:Iteration 18Q (51434.550000 sec): 3 clusters
  Score: Raw -1619802.530849 + Penalty 4592.292499 = -1615210.238350
  nChanged 21
		SP:Iteration 19Q (51434.760000 sec): 3 clusters
  Score: Raw -1619812.105985 + Penalty 4592.292499 = -1615219.813486
  nChanged 23
		SP:Iteration 20F (51435.040000 sec): 3 clusters
  Score: Raw -1619822.466639 + Penalty 4592.292499 = -1615230.174140
  nChanged 16
		SP:Iteration 21Q (51435.180000 sec): 3 clusters
  Score: Raw -1619827.959864 + Penalty 4592.292499 = -1615235.667365
  nChanged 8
		SP:Iteration 22Q (51435.400000 sec): 3 clusters
  Score: Raw -1619831.246981 + Penalty 4592.292499 = -1615238.954482
  nChanged 7
		SP:Iteration 23Q (51435.630000 sec): 3 clusters
  Score: Raw -1619834.927755 + Penalty 4592.292499 = -1615242.635256
  nChanged 7
		SP:Iteration 24Q (51435.800000 sec): 3 clusters
  Score: Raw -1619837.648319 + Penalty 4592.292499 = -1615245.355820
  nChanged 4
		SP:Iteration 25Q (51436.000000 sec): 3 clusters
  Score: Raw -1619839.707585 + Penalty 4592.292499 = -1615247.415085
  nChanged 8
		SP:Iteration 26Q (51436.190000 sec): 3 clusters
  Score: Raw -1619843.940311 + Penalty 4592.292499 = -1615251.647812
  nChanged 5
		SP:Iteration 27Q (51436.400000 sec): 3 clusters
  Score: Raw -1619846.838717 + Penalty 4592.292499 = -1615254.546218
  nChanged 4
		SP:Iteration 28Q (51436.680000 sec): 3 clusters
  Score: Raw -1619848.319775 + Penalty 4592.292499 = -1615256.027276
  nChanged 2
		SP:Iteration 29Q (51436.940000 sec): 3 clusters
  Score: Raw -1619848.876792 + Penalty 4592.292499 = -1615256.584293
  nChanged 3
		SP:Iteration 30Q (51437.180000 sec): 3 clusters
  Score: Raw -1619850.215678 + Penalty 4592.292499 = -1615257.923178
  nChanged 4
		SP:Iteration 31Q (51437.370000 sec): 3 clusters
  Score: Raw -1619851.707130 + Penalty 4592.292499 = -1615259.414630
  nChanged 2
		SP:Iteration 32Q (51437.570000 sec): 3 clusters
  Score: Raw -1619852.407325 + Penalty 4592.292499 = -1615260.114826
  nChanged 1
		SP:Iteration 33Q (51437.730000 sec): 3 clusters
  Score: Raw -1619852.784899 + Penalty 4592.292499 = -1615260.492400
  nChanged 0
		SP:Iteration 34F (51437.970000 sec): 3 clusters
  Score: Raw -1619852.784899 + Penalty 4592.292499 = -1615260.492400
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (3922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51438.100000 sec): 2 clusters
  Score: Raw -575066.093568 + Penalty 2052.040538 = -573014.053030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51438.260000 sec): 3 clusters
  Score: Raw -573394.847162 + Penalty 4104.081075 = -569290.766087
  nChanged 1403
		SP:Iteration 1F (51438.460000 sec): 3 clusters
  Score: Raw -574535.045642 + Penalty 4104.081075 = -570430.964566
  nChanged 417
		SP:Iteration 2F (51438.640000 sec): 3 clusters
  Score: Raw -575039.760920 + Penalty 4104.081075 = -570935.679845
  nChanged 300
		SP:Iteration 3F (51438.870000 sec): 3 clusters
  Score: Raw -575359.554538 + Penalty 4104.081075 = -571255.473462
  nChanged 236
		SP:Iteration 4F (51439.000000 sec): 3 clusters
  Score: Raw -575587.020046 + Penalty 4104.081075 = -571482.938971
  nChanged 179
		SP:Iteration 5Q (51439.140000 sec): 3 clusters
  Score: Raw -575738.128543 + Penalty 4104.081075 = -571634.047468
  nChanged 125
		SP:Iteration 6Q (51439.270000 sec): 3 clusters
  Score: Raw -575833.329456 + Penalty 4104.081075 = -571729.248381
  nChanged 91
		SP:Iteration 7Q (51439.430000 sec): 3 clusters
  Score: Raw -575893.750781 + Penalty 4104.081075 = -571789.669706
  nChanged 70
		SP:Iteration 8Q (51439.560000 sec): 3 clusters
  Score: Raw -575935.458912 + Penalty 4104.081075 = -571831.377837
  nChanged 47
		SP:Iteration 9Q (51439.740000 sec): 3 clusters
  Score: Raw -575958.886540 + Penalty 4104.081075 = -571854.805465
  nChanged 34
		SP:Iteration 10Q (51439.860000 sec): 3 clusters
  Score: Raw -575981.126041 + Penalty 4104.081075 = -571877.044966
  nChanged 34
		SP:Iteration 11Q (51439.980000 sec): 3 clusters
  Score: Raw -575998.122682 + Penalty 4104.081075 = -571894.041607
  nChanged 27
		SP:Iteration 12Q (51440.120000 sec): 3 clusters
  Score: Raw -576010.258121 + Penalty 4104.081075 = -571906.177045
  nChanged 21
		SP:Iteration 13Q (51440.230000 sec): 3 clusters
  Score: Raw -576017.293457 + Penalty 4104.081075 = -571913.212382
  nChanged 15
		SP:Iteration 14Q (51440.470000 sec): 3 clusters
  Score: Raw -576023.130848 + Penalty 4104.081075 = -571919.049773
  nChanged 10
		SP:Iteration 15Q (51440.620000 sec): 3 clusters
  Score: Raw -576027.861842 + Penalty 4104.081075 = -571923.780767
  nChanged 9
		SP:Iteration 16Q (51440.780000 sec): 3 clusters
  Score: Raw -576032.567291 + Penalty 4104.081075 = -571928.486216
  nChanged 10
		SP:Iteration 17Q (51440.900000 sec): 3 clusters
  Score: Raw -576036.856584 + Penalty 4104.081075 = -571932.775509
  nChanged 11
		SP:Iteration 18Q (51441.090000 sec): 3 clusters
  Score: Raw -576040.999113 + Penalty 4104.081075 = -571936.918037
  nChanged 5
		SP:Iteration 19Q (51441.280000 sec): 3 clusters
  Score: Raw -576043.515549 + Penalty 4104.081075 = -571939.434473
  nChanged 11
		SP:Iteration 20F (51441.410000 sec): 3 clusters
  Score: Raw -576048.733124 + Penalty 4104.081075 = -571944.652049
  nChanged 11
		SP:Iteration 21Q (51441.620000 sec): 3 clusters
  Score: Raw -576051.882712 + Penalty 4104.081075 = -571947.801636
  nChanged 13
		SP:Iteration 22Q (51441.770000 sec): 3 clusters
  Score: Raw -576056.411143 + Penalty 4104.081075 = -571952.330068
  nChanged 10
		SP:Iteration 23Q (51441.940000 sec): 3 clusters
  Score: Raw -576060.291760 + Penalty 4104.081075 = -571956.210684
  nChanged 2
		SP:Iteration 24Q (51442.100000 sec): 3 clusters
  Score: Raw -576060.880527 + Penalty 4104.081075 = -571956.799451
  nChanged 0
		SP:Iteration 25F (51442.220000 sec): 3 clusters
  Score: Raw -576060.880527 + Penalty 4104.081075 = -571956.799451
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (78598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51442.870000 sec): 2 clusters
  Score: Raw -12738991.543318 + Penalty 2795.481180 = -12736196.062138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51443.690000 sec): 3 clusters
  Score: Raw -12689107.353487 + Penalty 5590.962360 = -12683516.391127
  nChanged 37015
		SP:Iteration 1F (51444.490000 sec): 3 clusters
  Score: Raw -12710071.782895 + Penalty 5590.962360 = -12704480.820534
  nChanged 2910
		SP:Iteration 2Q (51445.310000 sec): 3 clusters
  Score: Raw -12710908.893857 + Penalty 5590.962360 = -12705317.931496
  nChanged 3031
		SP:Iteration 3Q (51446.160000 sec): 3 clusters
  Score: Raw -12711922.829043 + Penalty 5590.962360 = -12706331.866683
  nChanged 3407
		SP:Iteration 4Q (51447.030000 sec): 3 clusters
  Score: Raw -12713268.808130 + Penalty 5590.962360 = -12707677.845770
  nChanged 3698
		SP:Iteration 5Q (51447.930000 sec): 3 clusters
  Score: Raw -12715077.177417 + Penalty 5590.962360 = -12709486.215057
  nChanged 4268
		SP:Iteration 6F (51448.740000 sec): 3 clusters
  Score: Raw -12717735.826211 + Penalty 5590.962360 = -12712144.863850
  nChanged 5115
		SP:Iteration 7F (51449.560000 sec): 3 clusters
  Score: Raw -12721567.675338 + Penalty 5590.962360 = -12715976.712978
  nChanged 5302
		SP:Iteration 8F (51450.390000 sec): 3 clusters
  Score: Raw -12726072.192538 + Penalty 5590.962360 = -12720481.230178
  nChanged 4700
		SP:Iteration 9F (51451.170000 sec): 3 clusters
  Score: Raw -12730298.116105 + Penalty 5590.962360 = -12724707.153745
  nChanged 3582
		SP:Iteration 10Q (51452.050000 sec): 3 clusters
  Score: Raw -12733688.242051 + Penalty 5590.962360 = -12728097.279691
  nChanged 2413
		SP:Iteration 11Q (51452.880000 sec): 3 clusters
  Score: Raw -12735846.834033 + Penalty 5590.962360 = -12730255.871673
  nChanged 1539
		SP:Iteration 12Q (51453.630000 sec): 3 clusters
  Score: Raw -12736852.246583 + Penalty 5590.962360 = -12731261.284222
  nChanged 1098
		SP:Iteration 13Q (51454.380000 sec): 3 clusters
  Score: Raw -12737383.891981 + Penalty 5590.962360 = -12731792.929621
  nChanged 849
		SP:Iteration 14Q (51455.130000 sec): 3 clusters
  Score: Raw -12737744.818913 + Penalty 5590.962360 = -12732153.856553
  nChanged 714
		SP:Iteration 15Q (51455.880000 sec): 3 clusters
  Score: Raw -12738035.676072 + Penalty 5590.962360 = -12732444.713712
  nChanged 593
		SP:Iteration 16Q (51456.480000 sec): 3 clusters
  Score: Raw -12738252.838567 + Penalty 5590.962360 = -12732661.876207
  nChanged 513
		SP:Iteration 17Q (51457.100000 sec): 3 clusters
  Score: Raw -12738448.254239 + Penalty 5590.962360 = -12732857.291879
  nChanged 465
		SP:Iteration 18Q (51457.760000 sec): 3 clusters
  Score: Raw -12738631.191289 + Penalty 5590.962360 = -12733040.228929
  nChanged 400
		SP:Iteration 19Q (51458.380000 sec): 3 clusters
  Score: Raw -12738784.478463 + Penalty 5590.962360 = -12733193.516103
  nChanged 326
		SP:Iteration 20F (51459.030000 sec): 3 clusters
  Score: Raw -12738905.921306 + Penalty 5590.962360 = -12733314.958945
  nChanged 272
		SP:Iteration 21Q (51459.670000 sec): 3 clusters
  Score: Raw -12739004.282349 + Penalty 5590.962360 = -12733413.319989
  nChanged 231
		SP:Iteration 22Q (51460.310000 sec): 3 clusters
  Score: Raw -12739087.672566 + Penalty 5590.962360 = -12733496.710206
  nChanged 210
		SP:Iteration 23Q (51460.930000 sec): 3 clusters
  Score: Raw -12739168.214824 + Penalty 5590.962360 = -12733577.252463
  nChanged 199
		SP:Iteration 24Q (51461.560000 sec): 3 clusters
  Score: Raw -12739246.169513 + Penalty 5590.962360 = -12733655.207153
  nChanged 171
		SP:Iteration 25Q (51462.200000 sec): 3 clusters
  Score: Raw -12739305.382231 + Penalty 5590.962360 = -12733714.419871
  nChanged 138
		SP:Iteration 26Q (51462.800000 sec): 3 clusters
  Score: Raw -12739352.894530 + Penalty 5590.962360 = -12733761.932170
  nChanged 117
		SP:Iteration 27Q (51463.410000 sec): 3 clusters
  Score: Raw -12739389.689013 + Penalty 5590.962360 = -12733798.726653
  nChanged 105
		SP:Iteration 28Q (51464.030000 sec): 3 clusters
  Score: Raw -12739422.134472 + Penalty 5590.962360 = -12733831.172111
  nChanged 74
		SP:Iteration 29Q (51464.670000 sec): 3 clusters
  Score: Raw -12739445.198063 + Penalty 5590.962360 = -12733854.235703
  nChanged 65
		SP:Iteration 30Q (51465.300000 sec): 3 clusters
  Score: Raw -12739468.114680 + Penalty 5590.962360 = -12733877.152320
  nChanged 68
		SP:Iteration 31Q (51465.980000 sec): 3 clusters
  Score: Raw -12739493.533510 + Penalty 5590.962360 = -12733902.571149
  nChanged 62
		SP:Iteration 32Q (51466.600000 sec): 3 clusters
  Score: Raw -12739513.088317 + Penalty 5590.962360 = -12733922.125956
  nChanged 44
		SP:Iteration 33Q (51467.260000 sec): 3 clusters
  Score: Raw -12739525.450417 + Penalty 5590.962360 = -12733934.488057
  nChanged 45
		SP:Iteration 34Q (51467.920000 sec): 3 clusters
  Score: Raw -12739537.940479 + Penalty 5590.962360 = -12733946.978119
  nChanged 39
		SP:Iteration 35Q (51468.570000 sec): 3 clusters
  Score: Raw -12739548.329846 + Penalty 5590.962360 = -12733957.367486
  nChanged 42
		SP:Iteration 36Q (51469.190000 sec): 3 clusters
  Score: Raw -12739563.312749 + Penalty 5590.962360 = -12733972.350389
  nChanged 46
		SP:Iteration 37Q (51469.780000 sec): 3 clusters
  Score: Raw -12739578.276654 + Penalty 5590.962360 = -12733987.314293
  nChanged 34
		SP:Iteration 38Q (51470.410000 sec): 3 clusters
  Score: Raw -12739588.156184 + Penalty 5590.962360 = -12733997.193823
  nChanged 34
		SP:Iteration 39Q (51471.080000 sec): 3 clusters
  Score: Raw -12739597.150254 + Penalty 5590.962360 = -12734006.187894
  nChanged 24
		SP:Iteration 40F (51471.820000 sec): 3 clusters
  Score: Raw -12739603.728429 + Penalty 5590.962360 = -12734012.766068
  nChanged 21
		SP:Iteration 41Q (51472.460000 sec): 3 clusters
  Score: Raw -12739608.349019 + Penalty 5590.962360 = -12734017.386659
  nChanged 16
		SP:Iteration 42Q (51473.090000 sec): 3 clusters
  Score: Raw -12739612.956355 + Penalty 5590.962360 = -12734021.993995
  nChanged 18
		SP:Iteration 43Q (51473.730000 sec): 3 clusters
  Score: Raw -12739617.646592 + Penalty 5590.962360 = -12734026.684232
  nChanged 13
		SP:Iteration 44Q (51474.320000 sec): 3 clusters
  Score: Raw -12739621.054738 + Penalty 5590.962360 = -12734030.092378
  nChanged 13
		SP:Iteration 45Q (51474.900000 sec): 3 clusters
  Score: Raw -12739624.821819 + Penalty 5590.962360 = -12734033.859459
  nChanged 15
		SP:Iteration 46Q (51475.440000 sec): 3 clusters
  Score: Raw -12739628.832137 + Penalty 5590.962360 = -12734037.869776
  nChanged 13
		SP:Iteration 47Q (51476.010000 sec): 3 clusters
  Score: Raw -12739632.290929 + Penalty 5590.962360 = -12734041.328569
  nChanged 12
		SP:Iteration 48Q (51476.590000 sec): 3 clusters
  Score: Raw -12739635.666214 + Penalty 5590.962360 = -12734044.703853
  nChanged 11
		SP:Iteration 49Q (51477.140000 sec): 3 clusters
  Score: Raw -12739638.502730 + Penalty 5590.962360 = -12734047.540370
  nChanged 5
		SP:Iteration 50Q (51477.750000 sec): 3 clusters
  Score: Raw -12739639.655048 + Penalty 5590.962360 = -12734048.692688
  nChanged 11
		SP:Iteration 51Q (51478.340000 sec): 3 clusters
  Score: Raw -12739642.574509 + Penalty 5590.962360 = -12734051.612149
  nChanged 12
		SP:Iteration 52Q (51478.910000 sec): 3 clusters
  Score: Raw -12739645.456345 + Penalty 5590.962360 = -12734054.493985
  nChanged 5
		SP:Iteration 53Q (51479.510000 sec): 3 clusters
  Score: Raw -12739646.462082 + Penalty 5590.962360 = -12734055.499721
  nChanged 10
		SP:Iteration 54Q (51480.080000 sec): 3 clusters
  Score: Raw -12739648.808969 + Penalty 5590.962360 = -12734057.846608
  nChanged 8
		SP:Iteration 55Q (51480.700000 sec): 3 clusters
  Score: Raw -12739651.145567 + Penalty 5590.962360 = -12734060.183207
  nChanged 13
		SP:Iteration 56Q (51481.290000 sec): 3 clusters
  Score: Raw -12739655.138012 + Penalty 5590.962360 = -12734064.175652
  nChanged 18
		SP:Iteration 57Q (51481.870000 sec): 3 clusters
  Score: Raw -12739660.717907 + Penalty 5590.962360 = -12734069.755547
  nChanged 12
		SP:Iteration 58Q (51482.430000 sec): 3 clusters
  Score: Raw -12739664.332565 + Penalty 5590.962360 = -12734073.370205
  nChanged 7
		SP:Iteration 59Q (51483.010000 sec): 3 clusters
  Score: Raw -12739666.109020 + Penalty 5590.962360 = -12734075.146659
  nChanged 6
		SP:Iteration 60F (51483.660000 sec): 3 clusters
  Score: Raw -12739667.842225 + Penalty 5590.962360 = -12734076.879865
  nChanged 4
		SP:Iteration 61Q (51484.220000 sec): 3 clusters
  Score: Raw -12739668.510975 + Penalty 5590.962360 = -12734077.548615
  nChanged 3
		SP:Iteration 62Q (51484.770000 sec): 3 clusters
  Score: Raw -12739669.234641 + Penalty 5590.962360 = -12734078.272281
  nChanged 4
		SP:Iteration 63Q (51485.310000 sec): 3 clusters
  Score: Raw -12739670.198355 + Penalty 5590.962360 = -12734079.235995
  nChanged 6
		SP:Iteration 64Q (51485.870000 sec): 3 clusters
  Score: Raw -12739672.476010 + Penalty 5590.962360 = -12734081.513650
  nChanged 12
		SP:Iteration 65Q (51486.470000 sec): 3 clusters
  Score: Raw -12739675.463987 + Penalty 5590.962360 = -12734084.501627
  nChanged 7
		SP:Iteration 66Q (51487.030000 sec): 3 clusters
  Score: Raw -12739677.169930 + Penalty 5590.962360 = -12734086.207570
  nChanged 3
		SP:Iteration 67Q (51487.610000 sec): 3 clusters
  Score: Raw -12739678.023722 + Penalty 5590.962360 = -12734087.061362
  nChanged 3
		SP:Iteration 68Q (51488.170000 sec): 3 clusters
  Score: Raw -12739678.829118 + Penalty 5590.962360 = -12734087.866758
  nChanged 1
		SP:Iteration 69Q (51488.760000 sec): 3 clusters
  Score: Raw -12739679.373197 + Penalty 5590.962360 = -12734088.410837
  nChanged 1
		SP:Iteration 70Q (51489.370000 sec): 3 clusters
  Score: Raw -12739679.671185 + Penalty 5590.962360 = -12734088.708825
  nChanged 3
		SP:Iteration 71Q (51490.000000 sec): 3 clusters
  Score: Raw -12739680.249620 + Penalty 5590.962360 = -12734089.287260
  nChanged 3
		SP:Iteration 72Q (51490.600000 sec): 3 clusters
  Score: Raw -12739680.838192 + Penalty 5590.962360 = -12734089.875831
  nChanged 2
		SP:Iteration 73Q (51491.180000 sec): 3 clusters
  Score: Raw -12739681.157126 + Penalty 5590.962360 = -12734090.194766
  nChanged 0
		SP:Iteration 74F (51491.810000 sec): 3 clusters
  Score: Raw -12739681.157126 + Penalty 5590.962360 = -12734090.194766
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (4499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51491.900000 sec): 2 clusters
  Score: Raw -695832.897555 + Penalty 2086.079386 = -693746.818169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51492.070000 sec): 3 clusters
  Score: Raw -693736.344817 + Penalty 4172.158773 = -689564.186044
  nChanged 1692
		SP:Iteration 1F (51492.210000 sec): 3 clusters
  Score: Raw -694751.776206 + Penalty 4172.158773 = -690579.617433
  nChanged 344
		SP:Iteration 2F (51492.410000 sec): 3 clusters
  Score: Raw -694979.823269 + Penalty 4172.158773 = -690807.664497
  nChanged 270
		SP:Iteration 3F (51492.610000 sec): 3 clusters
  Score: Raw -695179.977084 + Penalty 4172.158773 = -691007.818311
  nChanged 214
		SP:Iteration 4Q (51492.830000 sec): 3 clusters
  Score: Raw -695329.322295 + Penalty 4172.158773 = -691157.163522
  nChanged 190
		SP:Iteration 5Q (51493.020000 sec): 3 clusters
  Score: Raw -695468.931865 + Penalty 4172.158773 = -691296.773092
  nChanged 178
		SP:Iteration 6Q (51493.200000 sec): 3 clusters
  Score: Raw -695604.453331 + Penalty 4172.158773 = -691432.294559
  nChanged 145
		SP:Iteration 7Q (51493.330000 sec): 3 clusters
  Score: Raw -695712.082421 + Penalty 4172.158773 = -691539.923649
  nChanged 132
		SP:Iteration 8Q (51493.480000 sec): 3 clusters
  Score: Raw -695797.581650 + Penalty 4172.158773 = -691625.422877
  nChanged 120
		SP:Iteration 9Q (51493.640000 sec): 3 clusters
  Score: Raw -695873.909874 + Penalty 4172.158773 = -691701.751101
  nChanged 109
		SP:Iteration 10Q (51493.840000 sec): 3 clusters
  Score: Raw -695935.292312 + Penalty 4172.158773 = -691763.133539
  nChanged 99
		SP:Iteration 11Q (51494.000000 sec): 3 clusters
  Score: Raw -696003.232079 + Penalty 4172.158773 = -691831.073306
  nChanged 90
		SP:Iteration 12Q (51494.170000 sec): 3 clusters
  Score: Raw -696066.713289 + Penalty 4172.158773 = -691894.554516
  nChanged 95
		SP:Iteration 13Q (51494.370000 sec): 3 clusters
  Score: Raw -696142.261705 + Penalty 4172.158773 = -691970.102933
  nChanged 107
		SP:Iteration 14Q (51494.520000 sec): 3 clusters
  Score: Raw -696216.022539 + Penalty 4172.158773 = -692043.863766
  nChanged 81
		SP:Iteration 15Q (51494.720000 sec): 3 clusters
  Score: Raw -696275.922745 + Penalty 4172.158773 = -692103.763972
  nChanged 84
		SP:Iteration 16Q (51494.890000 sec): 3 clusters
  Score: Raw -696336.554645 + Penalty 4172.158773 = -692164.395872
  nChanged 81
		SP:Iteration 17Q (51495.060000 sec): 3 clusters
  Score: Raw -696389.836532 + Penalty 4172.158773 = -692217.677760
  nChanged 63
		SP:Iteration 18Q (51495.250000 sec): 3 clusters
  Score: Raw -696423.827919 + Penalty 4172.158773 = -692251.669147
  nChanged 60
		SP:Iteration 19Q (51495.400000 sec): 3 clusters
  Score: Raw -696458.875066 + Penalty 4172.158773 = -692286.716293
  nChanged 57
		SP:Iteration 20F (51495.590000 sec): 3 clusters
  Score: Raw -696489.939223 + Penalty 4172.158773 = -692317.780451
  nChanged 40
		SP:Iteration 21Q (51495.800000 sec): 3 clusters
  Score: Raw -696512.740252 + Penalty 4172.158773 = -692340.581479
  nChanged 41
		SP:Iteration 22Q (51495.960000 sec): 3 clusters
  Score: Raw -696535.177564 + Penalty 4172.158773 = -692363.018791
  nChanged 47
		SP:Iteration 23Q (51496.090000 sec): 3 clusters
  Score: Raw -696566.865848 + Penalty 4172.158773 = -692394.707076
  nChanged 42
		SP:Iteration 24Q (51496.200000 sec): 3 clusters
  Score: Raw -696596.836903 + Penalty 4172.158773 = -692424.678130
  nChanged 56
		SP:Iteration 25Q (51496.350000 sec): 3 clusters
  Score: Raw -696644.130019 + Penalty 4172.158773 = -692471.971246
  nChanged 71
		SP:Iteration 26Q (51496.500000 sec): 3 clusters
  Score: Raw -696700.063679 + Penalty 4172.158773 = -692527.904906
  nChanged 67
		SP:Iteration 27Q (51496.680000 sec): 3 clusters
  Score: Raw -696749.978232 + Penalty 4172.158773 = -692577.819459
  nChanged 52
		SP:Iteration 28Q (51496.870000 sec): 3 clusters
  Score: Raw -696791.248406 + Penalty 4172.158773 = -692619.089633
  nChanged 53
		SP:Iteration 29Q (51497.030000 sec): 3 clusters
  Score: Raw -696832.776309 + Penalty 4172.158773 = -692660.617536
  nChanged 45
		SP:Iteration 30Q (51497.190000 sec): 3 clusters
  Score: Raw -696859.371489 + Penalty 4172.158773 = -692687.212716
  nChanged 42
		SP:Iteration 31Q (51497.410000 sec): 3 clusters
  Score: Raw -696882.357309 + Penalty 4172.158773 = -692710.198536
  nChanged 35
		SP:Iteration 32Q (51497.510000 sec): 3 clusters
  Score: Raw -696899.163494 + Penalty 4172.158773 = -692727.004721
  nChanged 22
		SP:Iteration 33Q (51497.700000 sec): 3 clusters
  Score: Raw -696914.382960 + Penalty 4172.158773 = -692742.224187
  nChanged 29
		SP:Iteration 34Q (51497.890000 sec): 3 clusters
  Score: Raw -696929.634579 + Penalty 4172.158773 = -692757.475807
  nChanged 26
		SP:Iteration 35Q (51498.080000 sec): 3 clusters
  Score: Raw -696945.651992 + Penalty 4172.158773 = -692773.493219
  nChanged 22
		SP:Iteration 36Q (51498.270000 sec): 3 clusters
  Score: Raw -696955.303745 + Penalty 4172.158773 = -692783.144972
  nChanged 17
		SP:Iteration 37Q (51498.420000 sec): 3 clusters
  Score: Raw -696963.395466 + Penalty 4172.158773 = -692791.236693
  nChanged 15
		SP:Iteration 38Q (51498.610000 sec): 3 clusters
  Score: Raw -696971.943240 + Penalty 4172.158773 = -692799.784467
  nChanged 15
		SP:Iteration 39Q (51498.790000 sec): 3 clusters
  Score: Raw -696980.381868 + Penalty 4172.158773 = -692808.223096
  nChanged 14
		SP:Iteration 40F (51498.940000 sec): 3 clusters
  Score: Raw -696986.562030 + Penalty 4172.158773 = -692814.403257
  nChanged 13
		SP:Iteration 41Q (51499.100000 sec): 3 clusters
  Score: Raw -696991.423385 + Penalty 4172.158773 = -692819.264612
  nChanged 8
		SP:Iteration 42Q (51499.320000 sec): 3 clusters
  Score: Raw -696993.428244 + Penalty 4172.158773 = -692821.269471
  nChanged 6
		SP:Iteration 43Q (51499.550000 sec): 3 clusters
  Score: Raw -696995.943993 + Penalty 4172.158773 = -692823.785220
  nChanged 6
		SP:Iteration 44Q (51499.720000 sec): 3 clusters
  Score: Raw -696998.039153 + Penalty 4172.158773 = -692825.880380
  nChanged 7
		SP:Iteration 45Q (51499.880000 sec): 3 clusters
  Score: Raw -697000.544471 + Penalty 4172.158773 = -692828.385698
  nChanged 6
		SP:Iteration 46Q (51500.030000 sec): 3 clusters
  Score: Raw -697002.430270 + Penalty 4172.158773 = -692830.271498
  nChanged 6
		SP:Iteration 47Q (51500.190000 sec): 3 clusters
  Score: Raw -697004.530055 + Penalty 4172.158773 = -692832.371282
  nChanged 6
		SP:Iteration 48Q (51500.340000 sec): 3 clusters
  Score: Raw -697007.592962 + Penalty 4172.158773 = -692835.434189
  nChanged 7
		SP:Iteration 49Q (51500.580000 sec): 3 clusters
  Score: Raw -697010.371180 + Penalty 4172.158773 = -692838.212407
  nChanged 7
		SP:Iteration 50Q (51500.780000 sec): 3 clusters
  Score: Raw -697013.495036 + Penalty 4172.158773 = -692841.336264
  nChanged 5
		SP:Iteration 51Q (51500.920000 sec): 3 clusters
  Score: Raw -697015.027520 + Penalty 4172.158773 = -692842.868748
  nChanged 7
		SP:Iteration 52Q (51501.030000 sec): 3 clusters
  Score: Raw -697016.658956 + Penalty 4172.158773 = -692844.500183
  nChanged 4
		SP:Iteration 53Q (51501.220000 sec): 3 clusters
  Score: Raw -697018.993764 + Penalty 4172.158773 = -692846.834992
  nChanged 3
		SP:Iteration 54Q (51501.330000 sec): 3 clusters
  Score: Raw -697019.702539 + Penalty 4172.158773 = -692847.543766
  nChanged 1
		SP:Iteration 55Q (51501.510000 sec): 3 clusters
  Score: Raw -697019.888634 + Penalty 4172.158773 = -692847.729861
  nChanged 1
		SP:Iteration 56Q (51501.750000 sec): 3 clusters
  Score: Raw -697020.321780 + Penalty 4172.158773 = -692848.163007
  nChanged 0
		SP:Iteration 57F (51501.900000 sec): 3 clusters
  Score: Raw -697020.321780 + Penalty 4172.158773 = -692848.163007
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (5574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51502.010000 sec): 2 clusters
  Score: Raw -902328.670343 + Penalty 2139.215316 = -900189.455027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51502.210000 sec): 3 clusters
  Score: Raw -899615.570570 + Penalty 4278.430631 = -895337.139938
  nChanged 2083
		SP:Iteration 1F (51502.340000 sec): 3 clusters
  Score: Raw -900765.390408 + Penalty 4278.430631 = -896486.959777
  nChanged 386
		SP:Iteration 2F (51502.520000 sec): 3 clusters
  Score: Raw -901012.590890 + Penalty 4278.430631 = -896734.160259
  nChanged 314
		SP:Iteration 3F (51502.710000 sec): 3 clusters
  Score: Raw -901209.370173 + Penalty 4278.430631 = -896930.939542
  nChanged 272
		SP:Iteration 4Q (51502.950000 sec): 3 clusters
  Score: Raw -901388.219072 + Penalty 4278.430631 = -897109.788441
  nChanged 268
		SP:Iteration 5Q (51503.120000 sec): 3 clusters
  Score: Raw -901569.157771 + Penalty 4278.430631 = -897290.727140
  nChanged 247
		SP:Iteration 6Q (51503.300000 sec): 3 clusters
  Score: Raw -901734.596251 + Penalty 4278.430631 = -897456.165619
  nChanged 215
		SP:Iteration 7Q (51503.520000 sec): 3 clusters
  Score: Raw -901885.133258 + Penalty 4278.430631 = -897606.702627
  nChanged 224
		SP:Iteration 8Q (51503.750000 sec): 3 clusters
  Score: Raw -902029.803882 + Penalty 4278.430631 = -897751.373251
  nChanged 206
		SP:Iteration 9Q (51503.890000 sec): 3 clusters
  Score: Raw -902163.358718 + Penalty 4278.430631 = -897884.928087
  nChanged 173
		SP:Iteration 10Q (51504.090000 sec): 3 clusters
  Score: Raw -902267.236076 + Penalty 4278.430631 = -897988.805445
  nChanged 144
		SP:Iteration 11Q (51504.300000 sec): 3 clusters
  Score: Raw -902357.826696 + Penalty 4278.430631 = -898079.396065
  nChanged 133
		SP:Iteration 12Q (51504.500000 sec): 3 clusters
  Score: Raw -902439.071951 + Penalty 4278.430631 = -898160.641319
  nChanged 119
		SP:Iteration 13Q (51504.640000 sec): 3 clusters
  Score: Raw -902518.068360 + Penalty 4278.430631 = -898239.637729
  nChanged 124
		SP:Iteration 14Q (51504.820000 sec): 3 clusters
  Score: Raw -902591.625363 + Penalty 4278.430631 = -898313.194731
  nChanged 113
		SP:Iteration 15Q (51505.010000 sec): 3 clusters
  Score: Raw -902656.770783 + Penalty 4278.430631 = -898378.340152
  nChanged 95
		SP:Iteration 16Q (51505.250000 sec): 3 clusters
  Score: Raw -902719.296423 + Penalty 4278.430631 = -898440.865792
  nChanged 81
		SP:Iteration 17Q (51505.420000 sec): 3 clusters
  Score: Raw -902776.532341 + Penalty 4278.430631 = -898498.101710
  nChanged 68
		SP:Iteration 18Q (51505.600000 sec): 3 clusters
  Score: Raw -902831.859253 + Penalty 4278.430631 = -898553.428622
  nChanged 79
		SP:Iteration 19Q (51505.800000 sec): 3 clusters
  Score: Raw -902895.044544 + Penalty 4278.430631 = -898616.613912
  nChanged 68
		SP:Iteration 20F (51505.970000 sec): 3 clusters
  Score: Raw -902961.507097 + Penalty 4278.430631 = -898683.076466
  nChanged 63
		SP:Iteration 21Q (51506.180000 sec): 3 clusters
  Score: Raw -903007.390552 + Penalty 4278.430631 = -898728.959920
  nChanged 57
		SP:Iteration 22Q (51506.370000 sec): 3 clusters
  Score: Raw -903046.168118 + Penalty 4278.430631 = -898767.737487
  nChanged 41
		SP:Iteration 23Q (51506.560000 sec): 3 clusters
  Score: Raw -903071.327602 + Penalty 4278.430631 = -898792.896971
  nChanged 31
		SP:Iteration 24Q (51506.710000 sec): 3 clusters
  Score: Raw -903093.035728 + Penalty 4278.430631 = -898814.605097
  nChanged 24
		SP:Iteration 25Q (51506.900000 sec): 3 clusters
  Score: Raw -903106.312794 + Penalty 4278.430631 = -898827.882162
  nChanged 12
		SP:Iteration 26Q (51507.120000 sec): 3 clusters
  Score: Raw -903110.998498 + Penalty 4278.430631 = -898832.567866
  nChanged 8
		SP:Iteration 27Q (51507.300000 sec): 3 clusters
  Score: Raw -903114.651694 + Penalty 4278.430631 = -898836.221063
  nChanged 4
		SP:Iteration 28Q (51507.480000 sec): 3 clusters
  Score: Raw -903116.442143 + Penalty 4278.430631 = -898838.011512
  nChanged 3
		SP:Iteration 29Q (51507.690000 sec): 3 clusters
  Score: Raw -903117.692399 + Penalty 4278.430631 = -898839.261768
  nChanged 2
		SP:Iteration 30Q (51507.840000 sec): 3 clusters
  Score: Raw -903118.643776 + Penalty 4278.430631 = -898840.213145
  nChanged 3
		SP:Iteration 31Q (51508.030000 sec): 3 clusters
  Score: Raw -903119.994425 + Penalty 4278.430631 = -898841.563794
  nChanged 3
		SP:Iteration 32Q (51508.230000 sec): 3 clusters
  Score: Raw -903121.036250 + Penalty 4278.430631 = -898842.605618
  nChanged 3
		SP:Iteration 33Q (51508.450000 sec): 3 clusters
  Score: Raw -903122.251247 + Penalty 4278.430631 = -898843.820616
  nChanged 4
		SP:Iteration 34Q (51508.560000 sec): 3 clusters
  Score: Raw -903123.251844 + Penalty 4278.430631 = -898844.821212
  nChanged 2
		SP:Iteration 35Q (51508.730000 sec): 3 clusters
  Score: Raw -903124.027843 + Penalty 4278.430631 = -898845.597211
  nChanged 2
		SP:Iteration 36Q (51508.910000 sec): 3 clusters
  Score: Raw -903124.945156 + Penalty 4278.430631 = -898846.514525
  nChanged 3
		SP:Iteration 37Q (51509.090000 sec): 3 clusters
  Score: Raw -903125.933419 + Penalty 4278.430631 = -898847.502788
  nChanged 1
		SP:Iteration 38Q (51509.250000 sec): 3 clusters
  Score: Raw -903126.238662 + Penalty 4278.430631 = -898847.808031
  nChanged 0
		SP:Iteration 39F (51509.440000 sec): 3 clusters
  Score: Raw -903126.238662 + Penalty 4278.430631 = -898847.808031
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (4064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51509.540000 sec): 2 clusters
  Score: Raw -592803.594117 + Penalty 2060.860901 = -590742.733215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51509.690000 sec): 3 clusters
  Score: Raw -590957.119736 + Penalty 4121.721803 = -586835.397933
  nChanged 1480
		SP:Iteration 1F (51509.900000 sec): 3 clusters
  Score: Raw -591967.799255 + Penalty 4121.721803 = -587846.077453
  nChanged 376
		SP:Iteration 2F (51510.010000 sec): 3 clusters
  Score: Raw -592285.597899 + Penalty 4121.721803 = -588163.876096
  nChanged 274
		SP:Iteration 3F (51510.160000 sec): 3 clusters
  Score: Raw -592505.287739 + Penalty 4121.721803 = -588383.565937
  nChanged 245
		SP:Iteration 4F (51510.340000 sec): 3 clusters
  Score: Raw -592722.914859 + Penalty 4121.721803 = -588601.193057
  nChanged 210
		SP:Iteration 5F (51510.510000 sec): 3 clusters
  Score: Raw -592903.614794 + Penalty 4121.721803 = -588781.892992
  nChanged 181
		SP:Iteration 6Q (51510.680000 sec): 3 clusters
  Score: Raw -593045.537961 + Penalty 4121.721803 = -588923.816158
  nChanged 155
		SP:Iteration 7Q (51510.820000 sec): 3 clusters
  Score: Raw -593168.023626 + Penalty 4121.721803 = -589046.301823
  nChanged 133
		SP:Iteration 8Q (51510.990000 sec): 3 clusters
  Score: Raw -593270.945578 + Penalty 4121.721803 = -589149.223775
  nChanged 111
		SP:Iteration 9Q (51511.170000 sec): 3 clusters
  Score: Raw -593352.859368 + Penalty 4121.721803 = -589231.137565
  nChanged 85
		SP:Iteration 10Q (51511.280000 sec): 3 clusters
  Score: Raw -593408.066072 + Penalty 4121.721803 = -589286.344270
  nChanged 60
		SP:Iteration 11Q (51511.460000 sec): 3 clusters
  Score: Raw -593441.762319 + Penalty 4121.721803 = -589320.040516
  nChanged 35
		SP:Iteration 12Q (51511.640000 sec): 3 clusters
  Score: Raw -593459.386670 + Penalty 4121.721803 = -589337.664868
  nChanged 28
		SP:Iteration 13Q (51511.790000 sec): 3 clusters
  Score: Raw -593473.035340 + Penalty 4121.721803 = -589351.313537
  nChanged 23
		SP:Iteration 14Q (51511.900000 sec): 3 clusters
  Score: Raw -593484.571297 + Penalty 4121.721803 = -589362.849494
  nChanged 17
		SP:Iteration 15Q (51512.100000 sec): 3 clusters
  Score: Raw -593492.279719 + Penalty 4121.721803 = -589370.557916
  nChanged 12
		SP:Iteration 16Q (51512.270000 sec): 3 clusters
  Score: Raw -593497.529980 + Penalty 4121.721803 = -589375.808178
  nChanged 10
		SP:Iteration 17Q (51512.430000 sec): 3 clusters
  Score: Raw -593501.002680 + Penalty 4121.721803 = -589379.280878
  nChanged 8
		SP:Iteration 18Q (51512.580000 sec): 3 clusters
  Score: Raw -593505.269600 + Penalty 4121.721803 = -589383.547798
  nChanged 5
		SP:Iteration 19Q (51512.750000 sec): 3 clusters
  Score: Raw -593507.288274 + Penalty 4121.721803 = -589385.566471
  nChanged 6
		SP:Iteration 20F (51512.900000 sec): 3 clusters
  Score: Raw -593510.239457 + Penalty 4121.721803 = -589388.517655
  nChanged 9
		SP:Iteration 21Q (51513.060000 sec): 3 clusters
  Score: Raw -593513.133348 + Penalty 4121.721803 = -589391.411546
  nChanged 4
		SP:Iteration 22Q (51513.230000 sec): 3 clusters
  Score: Raw -593514.406514 + Penalty 4121.721803 = -589392.684711
  nChanged 3
		SP:Iteration 23Q (51513.380000 sec): 3 clusters
  Score: Raw -593516.144865 + Penalty 4121.721803 = -589394.423062
  nChanged 3
		SP:Iteration 24Q (51513.580000 sec): 3 clusters
  Score: Raw -593517.125592 + Penalty 4121.721803 = -589395.403789
  nChanged 3
		SP:Iteration 25Q (51513.730000 sec): 3 clusters
  Score: Raw -593518.054772 + Penalty 4121.721803 = -589396.332970
  nChanged 3
		SP:Iteration 26Q (51513.900000 sec): 3 clusters
  Score: Raw -593520.545027 + Penalty 4121.721803 = -589398.823225
  nChanged 5
		SP:Iteration 27Q (51514.080000 sec): 3 clusters
  Score: Raw -593524.410870 + Penalty 4121.721803 = -589402.689068
  nChanged 4
		SP:Iteration 28Q (51514.250000 sec): 3 clusters
  Score: Raw -593526.082250 + Penalty 4121.721803 = -589404.360447
  nChanged 4
		SP:Iteration 29Q (51514.470000 sec): 3 clusters
  Score: Raw -593527.328654 + Penalty 4121.721803 = -589405.606851
  nChanged 1
		SP:Iteration 30Q (51514.620000 sec): 3 clusters
  Score: Raw -593527.521303 + Penalty 4121.721803 = -589405.799500
  nChanged 1
		SP:Iteration 31Q (51514.840000 sec): 3 clusters
  Score: Raw -593527.656265 + Penalty 4121.721803 = -589405.934462
  nChanged 1
		SP:Iteration 32Q (51515.040000 sec): 3 clusters
  Score: Raw -593527.811937 + Penalty 4121.721803 = -589406.090134
  nChanged 0
		SP:Iteration 33F (51515.240000 sec): 3 clusters
  Score: Raw -593527.811937 + Penalty 4121.721803 = -589406.090134
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (60812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51515.630000 sec): 2 clusters
  Score: Raw -9344362.759745 + Penalty 2731.854519 = -9341630.905226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51516.220000 sec): 3 clusters
  Score: Raw -9306203.371155 + Penalty 5463.709039 = -9300739.662116
  nChanged 28359
		SP:Iteration 1F (51516.800000 sec): 3 clusters
  Score: Raw -9322434.691096 + Penalty 5463.709039 = -9316970.982058
  nChanged 2704
		SP:Iteration 2Q (51517.340000 sec): 3 clusters
  Score: Raw -9323262.691881 + Penalty 5463.709039 = -9317798.982842
  nChanged 2477
		SP:Iteration 3Q (51517.910000 sec): 3 clusters
  Score: Raw -9323987.635869 + Penalty 5463.709039 = -9318523.926830
  nChanged 2319
		SP:Iteration 4Q (51518.490000 sec): 3 clusters
  Score: Raw -9324688.457802 + Penalty 5463.709039 = -9319224.748763
  nChanged 2345
		SP:Iteration 5Q (51518.990000 sec): 3 clusters
  Score: Raw -9325472.872523 + Penalty 5463.709039 = -9320009.163484
  nChanged 2450
		SP:Iteration 6Q (51519.490000 sec): 3 clusters
  Score: Raw -9326343.464453 + Penalty 5463.709039 = -9320879.755414
  nChanged 2529
		SP:Iteration 7Q (51520.010000 sec): 3 clusters
  Score: Raw -9327391.559461 + Penalty 5463.709039 = -9321927.850422
  nChanged 2769
		SP:Iteration 8Q (51520.630000 sec): 3 clusters
  Score: Raw -9328686.055050 + Penalty 5463.709039 = -9323222.346011
  nChanged 2916
		SP:Iteration 9Q (51521.240000 sec): 3 clusters
  Score: Raw -9330286.868381 + Penalty 5463.709039 = -9324823.159342
  nChanged 3104
		SP:Iteration 10F (51521.760000 sec): 3 clusters
  Score: Raw -9332151.438810 + Penalty 5463.709039 = -9326687.729771
  nChanged 3097
		SP:Iteration 11F (51522.340000 sec): 3 clusters
  Score: Raw -9334010.168000 + Penalty 5463.709039 = -9328546.458961
  nChanged 2769
		SP:Iteration 12Q (51522.920000 sec): 3 clusters
  Score: Raw -9335469.058136 + Penalty 5463.709039 = -9330005.349097
  nChanged 2263
		SP:Iteration 13Q (51523.570000 sec): 3 clusters
  Score: Raw -9336416.289685 + Penalty 5463.709039 = -9330952.580646
  nChanged 1651
		SP:Iteration 14Q (51524.210000 sec): 3 clusters
  Score: Raw -9336926.484515 + Penalty 5463.709039 = -9331462.775476
  nChanged 1148
		SP:Iteration 15Q (51524.830000 sec): 3 clusters
  Score: Raw -9337197.889739 + Penalty 5463.709039 = -9331734.180700
  nChanged 842
		SP:Iteration 16Q (51525.380000 sec): 3 clusters
  Score: Raw -9337357.293022 + Penalty 5463.709039 = -9331893.583983
  nChanged 613
		SP:Iteration 17Q (51525.890000 sec): 3 clusters
  Score: Raw -9337457.599143 + Penalty 5463.709039 = -9331993.890104
  nChanged 506
		SP:Iteration 18Q (51526.460000 sec): 3 clusters
  Score: Raw -9337543.682737 + Penalty 5463.709039 = -9332079.973699
  nChanged 461
		SP:Iteration 19Q (51527.060000 sec): 3 clusters
  Score: Raw -9337620.992688 + Penalty 5463.709039 = -9332157.283649
  nChanged 448
		SP:Iteration 20F (51527.620000 sec): 3 clusters
  Score: Raw -9337695.377900 + Penalty 5463.709039 = -9332231.668861
  nChanged 431
		SP:Iteration 21Q (51528.220000 sec): 3 clusters
  Score: Raw -9337768.338376 + Penalty 5463.709039 = -9332304.629337
  nChanged 447
		SP:Iteration 22Q (51528.800000 sec): 3 clusters
  Score: Raw -9337845.177600 + Penalty 5463.709039 = -9332381.468561
  nChanged 458
		SP:Iteration 23Q (51529.370000 sec): 3 clusters
  Score: Raw -9337923.741603 + Penalty 5463.709039 = -9332460.032564
  nChanged 470
		SP:Iteration 24Q (51530.010000 sec): 3 clusters
  Score: Raw -9338010.021496 + Penalty 5463.709039 = -9332546.312457
  nChanged 466
		SP:Iteration 25Q (51530.570000 sec): 3 clusters
  Score: Raw -9338098.164727 + Penalty 5463.709039 = -9332634.455689
  nChanged 492
		SP:Iteration 26Q (51531.150000 sec): 3 clusters
  Score: Raw -9338194.634383 + Penalty 5463.709039 = -9332730.925345
  nChanged 513
		SP:Iteration 27Q (51531.760000 sec): 3 clusters
  Score: Raw -9338306.504051 + Penalty 5463.709039 = -9332842.795012
  nChanged 541
		SP:Iteration 28Q (51532.380000 sec): 3 clusters
  Score: Raw -9338427.783238 + Penalty 5463.709039 = -9332964.074199
  nChanged 540
		SP:Iteration 29Q (51533.010000 sec): 3 clusters
  Score: Raw -9338541.489972 + Penalty 5463.709039 = -9333077.780934
  nChanged 560
		SP:Iteration 30Q (51533.580000 sec): 3 clusters
  Score: Raw -9338662.134693 + Penalty 5463.709039 = -9333198.425654
  nChanged 540
		SP:Iteration 31Q (51534.180000 sec): 3 clusters
  Score: Raw -9338775.823906 + Penalty 5463.709039 = -9333312.114867
  nChanged 555
		SP:Iteration 32Q (51534.740000 sec): 3 clusters
  Score: Raw -9338893.405518 + Penalty 5463.709039 = -9333429.696479
  nChanged 583
		SP:Iteration 33Q (51535.320000 sec): 3 clusters
  Score: Raw -9339016.048684 + Penalty 5463.709039 = -9333552.339645
  nChanged 597
		SP:Iteration 34Q (51535.840000 sec): 3 clusters
  Score: Raw -9339147.364888 + Penalty 5463.709039 = -9333683.655849
  nChanged 643
		SP:Iteration 35Q (51536.340000 sec): 3 clusters
  Score: Raw -9339288.200125 + Penalty 5463.709039 = -9333824.491087
  nChanged 673
		SP:Iteration 36Q (51536.860000 sec): 3 clusters
  Score: Raw -9339443.357991 + Penalty 5463.709039 = -9333979.648953
  nChanged 645
		SP:Iteration 37Q (51537.460000 sec): 3 clusters
  Score: Raw -9339595.532564 + Penalty 5463.709039 = -9334131.823525
  nChanged 681
		SP:Iteration 38Q (51538.000000 sec): 3 clusters
  Score: Raw -9339754.520318 + Penalty 5463.709039 = -9334290.811279
  nChanged 685
		SP:Iteration 39Q (51538.540000 sec): 3 clusters
  Score: Raw -9339915.255985 + Penalty 5463.709039 = -9334451.546946
  nChanged 710
		SP:Iteration 40F (51539.160000 sec): 3 clusters
  Score: Raw -9340094.607894 + Penalty 5463.709039 = -9334630.898856
  nChanged 729
		SP:Iteration 41Q (51539.740000 sec): 3 clusters
  Score: Raw -9340288.113408 + Penalty 5463.709039 = -9334824.404369
  nChanged 775
		SP:Iteration 42Q (51540.320000 sec): 3 clusters
  Score: Raw -9340507.453105 + Penalty 5463.709039 = -9335043.744066
  nChanged 791
		SP:Iteration 43Q (51540.860000 sec): 3 clusters
  Score: Raw -9340730.380453 + Penalty 5463.709039 = -9335266.671414
  nChanged 747
		SP:Iteration 44Q (51541.410000 sec): 3 clusters
  Score: Raw -9340952.966378 + Penalty 5463.709039 = -9335489.257339
  nChanged 770
		SP:Iteration 45Q (51541.930000 sec): 3 clusters
  Score: Raw -9341195.205912 + Penalty 5463.709039 = -9335731.496873
  nChanged 724
		SP:Iteration 46Q (51542.520000 sec): 3 clusters
  Score: Raw -9341418.949052 + Penalty 5463.709039 = -9335955.240013
  nChanged 700
		SP:Iteration 47Q (51543.120000 sec): 3 clusters
  Score: Raw -9341633.829461 + Penalty 5463.709039 = -9336170.120422
  nChanged 679
		SP:Iteration 48Q (51543.620000 sec): 3 clusters
  Score: Raw -9341856.580626 + Penalty 5463.709039 = -9336392.871587
  nChanged 679
		SP:Iteration 49Q (51544.180000 sec): 3 clusters
  Score: Raw -9342083.672241 + Penalty 5463.709039 = -9336619.963202
  nChanged 668
		SP:Iteration 50Q (51544.720000 sec): 3 clusters
  Score: Raw -9342313.729261 + Penalty 5463.709039 = -9336850.020223
  nChanged 642
		SP:Iteration 51Q (51545.270000 sec): 3 clusters
  Score: Raw -9342543.307273 + Penalty 5463.709039 = -9337079.598234
  nChanged 627
		SP:Iteration 52Q (51545.810000 sec): 3 clusters
  Score: Raw -9342772.253324 + Penalty 5463.709039 = -9337308.544285
  nChanged 598
		SP:Iteration 53Q (51546.360000 sec): 3 clusters
  Score: Raw -9342996.414157 + Penalty 5463.709039 = -9337532.705119
  nChanged 583
		SP:Iteration 54Q (51546.930000 sec): 3 clusters
  Score: Raw -9343207.951770 + Penalty 5463.709039 = -9337744.242731
  nChanged 520
		SP:Iteration 55Q (51547.470000 sec): 3 clusters
  Score: Raw -9343404.136485 + Penalty 5463.709039 = -9337940.427447
  nChanged 492
		SP:Iteration 56Q (51548.070000 sec): 3 clusters
  Score: Raw -9343598.989141 + Penalty 5463.709039 = -9338135.280102
  nChanged 448
		SP:Iteration 57Q (51548.630000 sec): 3 clusters
  Score: Raw -9343776.005888 + Penalty 5463.709039 = -9338312.296849
  nChanged 368
		SP:Iteration 58Q (51549.170000 sec): 3 clusters
  Score: Raw -9343920.843074 + Penalty 5463.709039 = -9338457.134035
  nChanged 340
		SP:Iteration 59Q (51549.690000 sec): 3 clusters
  Score: Raw -9344066.921083 + Penalty 5463.709039 = -9338603.212045
  nChanged 299
		SP:Iteration 60F (51550.280000 sec): 3 clusters
  Score: Raw -9344194.843261 + Penalty 5463.709039 = -9338731.134222
  nChanged 252
		SP:Iteration 61Q (51550.790000 sec): 3 clusters
  Score: Raw -9344301.043704 + Penalty 5463.709039 = -9338837.334665
  nChanged 230
		SP:Iteration 62Q (51551.330000 sec): 3 clusters
  Score: Raw -9344399.467160 + Penalty 5463.709039 = -9338935.758121
  nChanged 199
		SP:Iteration 63Q (51551.830000 sec): 3 clusters
  Score: Raw -9344490.656112 + Penalty 5463.709039 = -9339026.947074
  nChanged 170
		SP:Iteration 64Q (51552.390000 sec): 3 clusters
  Score: Raw -9344567.777800 + Penalty 5463.709039 = -9339104.068761
  nChanged 144
		SP:Iteration 65Q (51552.900000 sec): 3 clusters
  Score: Raw -9344627.459201 + Penalty 5463.709039 = -9339163.750162
  nChanged 105
		SP:Iteration 66Q (51553.350000 sec): 3 clusters
  Score: Raw -9344671.415511 + Penalty 5463.709039 = -9339207.706472
  nChanged 106
		SP:Iteration 67Q (51553.900000 sec): 3 clusters
  Score: Raw -9344712.994701 + Penalty 5463.709039 = -9339249.285662
  nChanged 74
		SP:Iteration 68Q (51554.450000 sec): 3 clusters
  Score: Raw -9344739.975608 + Penalty 5463.709039 = -9339276.266570
  nChanged 54
		SP:Iteration 69Q (51554.960000 sec): 3 clusters
  Score: Raw -9344759.280546 + Penalty 5463.709039 = -9339295.571507
  nChanged 40
		SP:Iteration 70Q (51555.400000 sec): 3 clusters
  Score: Raw -9344778.537221 + Penalty 5463.709039 = -9339314.828183
  nChanged 45
		SP:Iteration 71Q (51555.920000 sec): 3 clusters
  Score: Raw -9344797.284548 + Penalty 5463.709039 = -9339333.575510
  nChanged 47
		SP:Iteration 72Q (51556.470000 sec): 3 clusters
  Score: Raw -9344814.612062 + Penalty 5463.709039 = -9339350.903023
  nChanged 37
		SP:Iteration 73Q (51557.010000 sec): 3 clusters
  Score: Raw -9344831.610243 + Penalty 5463.709039 = -9339367.901204
  nChanged 32
		SP:Iteration 74Q (51557.500000 sec): 3 clusters
  Score: Raw -9344845.348415 + Penalty 5463.709039 = -9339381.639376
  nChanged 34
		SP:Iteration 75Q (51557.970000 sec): 3 clusters
  Score: Raw -9344857.771832 + Penalty 5463.709039 = -9339394.062793
  nChanged 27
		SP:Iteration 76Q (51558.480000 sec): 3 clusters
  Score: Raw -9344869.386038 + Penalty 5463.709039 = -9339405.676999
  nChanged 28
		SP:Iteration 77Q (51558.990000 sec): 3 clusters
  Score: Raw -9344882.346613 + Penalty 5463.709039 = -9339418.637574
  nChanged 20
		SP:Iteration 78Q (51559.490000 sec): 3 clusters
  Score: Raw -9344891.116517 + Penalty 5463.709039 = -9339427.407478
  nChanged 24
		SP:Iteration 79Q (51560.010000 sec): 3 clusters
  Score: Raw -9344900.415644 + Penalty 5463.709039 = -9339436.706605
  nChanged 16
		SP:Iteration 80F (51560.550000 sec): 3 clusters
  Score: Raw -9344906.144264 + Penalty 5463.709039 = -9339442.435225
  nChanged 17
		SP:Iteration 81Q (51561.070000 sec): 3 clusters
  Score: Raw -9344913.123253 + Penalty 5463.709039 = -9339449.414214
  nChanged 13
		SP:Iteration 82Q (51561.540000 sec): 3 clusters
  Score: Raw -9344917.677610 + Penalty 5463.709039 = -9339453.968571
  nChanged 17
		SP:Iteration 83Q (51562.100000 sec): 3 clusters
  Score: Raw -9344924.080043 + Penalty 5463.709039 = -9339460.371004
  nChanged 13
		SP:Iteration 84Q (51562.620000 sec): 3 clusters
  Score: Raw -9344929.574390 + Penalty 5463.709039 = -9339465.865351
  nChanged 16
		SP:Iteration 85Q (51563.110000 sec): 3 clusters
  Score: Raw -9344935.291651 + Penalty 5463.709039 = -9339471.582612
  nChanged 10
		SP:Iteration 86Q (51563.590000 sec): 3 clusters
  Score: Raw -9344938.706152 + Penalty 5463.709039 = -9339474.997113
  nChanged 10
		SP:Iteration 87Q (51564.110000 sec): 3 clusters
  Score: Raw -9344942.576875 + Penalty 5463.709039 = -9339478.867836
  nChanged 9
		SP:Iteration 88Q (51564.660000 sec): 3 clusters
  Score: Raw -9344944.662725 + Penalty 5463.709039 = -9339480.953686
  nChanged 2
		SP:Iteration 89Q (51565.180000 sec): 3 clusters
  Score: Raw -9344945.303700 + Penalty 5463.709039 = -9339481.594662
  nChanged 3
		SP:Iteration 90Q (51565.700000 sec): 3 clusters
  Score: Raw -9344946.705289 + Penalty 5463.709039 = -9339482.996250
  nChanged 5
		SP:Iteration 91Q (51566.210000 sec): 3 clusters
  Score: Raw -9344948.256005 + Penalty 5463.709039 = -9339484.546966
  nChanged 5
		SP:Iteration 92Q (51566.750000 sec): 3 clusters
  Score: Raw -9344949.822162 + Penalty 5463.709039 = -9339486.113123
  nChanged 1
		SP:Iteration 93Q (51567.230000 sec): 3 clusters
  Score: Raw -9344950.224738 + Penalty 5463.709039 = -9339486.515699
  nChanged 0
		SP:Iteration 94F (51567.780000 sec): 3 clusters
  Score: Raw -9344950.224738 + Penalty 5463.709039 = -9339486.515699
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (6828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51567.960000 sec): 2 clusters
  Score: Raw -1063436.755985 + Penalty 2189.539197 = -1061247.216788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51568.170000 sec): 3 clusters
  Score: Raw -1059945.529749 + Penalty 4379.078394 = -1055566.451355
  nChanged 2730
		SP:Iteration 1F (51568.370000 sec): 3 clusters
  Score: Raw -1061485.080868 + Penalty 4379.078394 = -1057106.002475
  nChanged 540
		SP:Iteration 2F (51568.550000 sec): 3 clusters
  Score: Raw -1061877.219070 + Penalty 4379.078394 = -1057498.140676
  nChanged 498
		SP:Iteration 3F (51568.740000 sec): 3 clusters
  Score: Raw -1062352.142558 + Penalty 4379.078394 = -1057973.064164
  nChanged 508
		SP:Iteration 4F (51568.890000 sec): 3 clusters
  Score: Raw -1062947.442947 + Penalty 4379.078394 = -1058568.364554
  nChanged 547
		SP:Iteration 5F (51569.110000 sec): 3 clusters
  Score: Raw -1063569.106595 + Penalty 4379.078394 = -1059190.028202
  nChanged 464
		SP:Iteration 6F (51569.280000 sec): 3 clusters
  Score: Raw -1064048.880227 + Penalty 4379.078394 = -1059669.801833
  nChanged 375
		SP:Iteration 7F (51569.470000 sec): 3 clusters
  Score: Raw -1064381.592012 + Penalty 4379.078394 = -1060002.513618
  nChanged 280
		SP:Iteration 8Q (51569.670000 sec): 3 clusters
  Score: Raw -1064613.919874 + Penalty 4379.078394 = -1060234.841480
  nChanged 208
		SP:Iteration 9Q (51569.930000 sec): 3 clusters
  Score: Raw -1064758.463606 + Penalty 4379.078394 = -1060379.385212
  nChanged 162
		SP:Iteration 10Q (51570.100000 sec): 3 clusters
  Score: Raw -1064856.966825 + Penalty 4379.078394 = -1060477.888432
  nChanged 127
		SP:Iteration 11Q (51570.320000 sec): 3 clusters
  Score: Raw -1064923.693267 + Penalty 4379.078394 = -1060544.614873
  nChanged 99
		SP:Iteration 12Q (51570.540000 sec): 3 clusters
  Score: Raw -1064962.074761 + Penalty 4379.078394 = -1060582.996368
  nChanged 82
		SP:Iteration 13Q (51570.730000 sec): 3 clusters
  Score: Raw -1064992.068189 + Penalty 4379.078394 = -1060612.989795
  nChanged 61
		SP:Iteration 14Q (51570.920000 sec): 3 clusters
  Score: Raw -1065011.336398 + Penalty 4379.078394 = -1060632.258004
  nChanged 44
		SP:Iteration 15Q (51571.120000 sec): 3 clusters
  Score: Raw -1065024.888712 + Penalty 4379.078394 = -1060645.810319
  nChanged 36
		SP:Iteration 16Q (51571.290000 sec): 3 clusters
  Score: Raw -1065033.862100 + Penalty 4379.078394 = -1060654.783707
  nChanged 26
		SP:Iteration 17Q (51571.490000 sec): 3 clusters
  Score: Raw -1065041.089283 + Penalty 4379.078394 = -1060662.010890
  nChanged 19
		SP:Iteration 18Q (51571.680000 sec): 3 clusters
  Score: Raw -1065045.635571 + Penalty 4379.078394 = -1060666.557177
  nChanged 17
		SP:Iteration 19Q (51571.870000 sec): 3 clusters
  Score: Raw -1065049.433370 + Penalty 4379.078394 = -1060670.354977
  nChanged 15
		SP:Iteration 20F (51572.060000 sec): 3 clusters
  Score: Raw -1065053.057896 + Penalty 4379.078394 = -1060673.979503
  nChanged 14
		SP:Iteration 21Q (51572.220000 sec): 3 clusters
  Score: Raw -1065056.415029 + Penalty 4379.078394 = -1060677.336636
  nChanged 10
		SP:Iteration 22Q (51572.450000 sec): 3 clusters
  Score: Raw -1065058.975167 + Penalty 4379.078394 = -1060679.896773
  nChanged 7
		SP:Iteration 23Q (51572.620000 sec): 3 clusters
  Score: Raw -1065060.715149 + Penalty 4379.078394 = -1060681.636755
  nChanged 9
		SP:Iteration 24Q (51572.860000 sec): 3 clusters
  Score: Raw -1065062.781477 + Penalty 4379.078394 = -1060683.703083
  nChanged 10
		SP:Iteration 25Q (51573.080000 sec): 3 clusters
  Score: Raw -1065065.559015 + Penalty 4379.078394 = -1060686.480622
  nChanged 14
		SP:Iteration 26Q (51573.290000 sec): 3 clusters
  Score: Raw -1065069.725584 + Penalty 4379.078394 = -1060690.647190
  nChanged 20
		SP:Iteration 27Q (51573.520000 sec): 3 clusters
  Score: Raw -1065074.953985 + Penalty 4379.078394 = -1060695.875592
  nChanged 14
		SP:Iteration 28Q (51573.690000 sec): 3 clusters
  Score: Raw -1065079.751571 + Penalty 4379.078394 = -1060700.673177
  nChanged 18
		SP:Iteration 29Q (51573.930000 sec): 3 clusters
  Score: Raw -1065084.710740 + Penalty 4379.078394 = -1060705.632347
  nChanged 12
		SP:Iteration 30Q (51574.080000 sec): 3 clusters
  Score: Raw -1065087.913377 + Penalty 4379.078394 = -1060708.834983
  nChanged 12
		SP:Iteration 31Q (51574.290000 sec): 3 clusters
  Score: Raw -1065091.159716 + Penalty 4379.078394 = -1060712.081322
  nChanged 18
		SP:Iteration 32Q (51574.510000 sec): 3 clusters
  Score: Raw -1065095.289233 + Penalty 4379.078394 = -1060716.210840
  nChanged 14
		SP:Iteration 33Q (51574.720000 sec): 3 clusters
  Score: Raw -1065098.771008 + Penalty 4379.078394 = -1060719.692614
  nChanged 8
		SP:Iteration 34Q (51574.930000 sec): 3 clusters
  Score: Raw -1065100.374473 + Penalty 4379.078394 = -1060721.296079
  nChanged 8
		SP:Iteration 35Q (51575.140000 sec): 3 clusters
  Score: Raw -1065101.878187 + Penalty 4379.078394 = -1060722.799794
  nChanged 4
		SP:Iteration 36Q (51575.290000 sec): 3 clusters
  Score: Raw -1065102.757145 + Penalty 4379.078394 = -1060723.678751
  nChanged 4
		SP:Iteration 37Q (51575.510000 sec): 3 clusters
  Score: Raw -1065103.503971 + Penalty 4379.078394 = -1060724.425577
  nChanged 7
		SP:Iteration 38Q (51575.650000 sec): 3 clusters
  Score: Raw -1065104.996790 + Penalty 4379.078394 = -1060725.918396
  nChanged 4
		SP:Iteration 39Q (51575.870000 sec): 3 clusters
  Score: Raw -1065105.854332 + Penalty 4379.078394 = -1060726.775938
  nChanged 6
		SP:Iteration 40F (51576.110000 sec): 3 clusters
  Score: Raw -1065107.098417 + Penalty 4379.078394 = -1060728.020024
  nChanged 5
		SP:Iteration 41Q (51576.260000 sec): 3 clusters
  Score: Raw -1065108.122874 + Penalty 4379.078394 = -1060729.044480
  nChanged 6
		SP:Iteration 42Q (51576.480000 sec): 3 clusters
  Score: Raw -1065109.275519 + Penalty 4379.078394 = -1060730.197125
  nChanged 5
		SP:Iteration 43Q (51576.640000 sec): 3 clusters
  Score: Raw -1065110.399668 + Penalty 4379.078394 = -1060731.321274
  nChanged 7
		SP:Iteration 44Q (51576.850000 sec): 3 clusters
  Score: Raw -1065111.863255 + Penalty 4379.078394 = -1060732.784861
  nChanged 5
		SP:Iteration 45Q (51577.050000 sec): 3 clusters
  Score: Raw -1065112.943662 + Penalty 4379.078394 = -1060733.865268
  nChanged 3
		SP:Iteration 46Q (51577.210000 sec): 3 clusters
  Score: Raw -1065114.008882 + Penalty 4379.078394 = -1060734.930489
  nChanged 5
		SP:Iteration 47Q (51577.410000 sec): 3 clusters
  Score: Raw -1065115.263364 + Penalty 4379.078394 = -1060736.184970
  nChanged 9
		SP:Iteration 48Q (51577.610000 sec): 3 clusters
  Score: Raw -1065117.412751 + Penalty 4379.078394 = -1060738.334358
  nChanged 7
		SP:Iteration 49Q (51577.820000 sec): 3 clusters
  Score: Raw -1065118.640437 + Penalty 4379.078394 = -1060739.562044
  nChanged 5
		SP:Iteration 50Q (51578.040000 sec): 3 clusters
  Score: Raw -1065119.533146 + Penalty 4379.078394 = -1060740.454752
  nChanged 4
		SP:Iteration 51Q (51578.220000 sec): 3 clusters
  Score: Raw -1065120.256662 + Penalty 4379.078394 = -1060741.178269
  nChanged 3
		SP:Iteration 52Q (51578.370000 sec): 3 clusters
  Score: Raw -1065120.997884 + Penalty 4379.078394 = -1060741.919491
  nChanged 3
		SP:Iteration 53Q (51578.560000 sec): 3 clusters
  Score: Raw -1065121.425485 + Penalty 4379.078394 = -1060742.347091
  nChanged 2
		SP:Iteration 54Q (51578.740000 sec): 3 clusters
  Score: Raw -1065121.907204 + Penalty 4379.078394 = -1060742.828810
  nChanged 4
		SP:Iteration 55Q (51578.900000 sec): 3 clusters
  Score: Raw -1065122.787006 + Penalty 4379.078394 = -1060743.708612
  nChanged 4
		SP:Iteration 56Q (51579.090000 sec): 3 clusters
  Score: Raw -1065123.867488 + Penalty 4379.078394 = -1060744.789095
  nChanged 3
		SP:Iteration 57Q (51579.270000 sec): 3 clusters
  Score: Raw -1065124.433977 + Penalty 4379.078394 = -1060745.355584
  nChanged 3
		SP:Iteration 58Q (51579.470000 sec): 3 clusters
  Score: Raw -1065125.000303 + Penalty 4379.078394 = -1060745.921909
  nChanged 1
		SP:Iteration 59Q (51579.670000 sec): 3 clusters
  Score: Raw -1065125.103058 + Penalty 4379.078394 = -1060746.024665
  nChanged 0
		SP:Iteration 60F (51579.900000 sec): 3 clusters
  Score: Raw -1065125.103058 + Penalty 4379.078394 = -1060746.024665
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51579.960000 sec): 2 clusters
  Score: Raw -388972.333144 + Penalty 1941.155744 = -387031.177401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51580.180000 sec): 3 clusters
  Score: Raw -387953.379178 + Penalty 3882.311487 = -384071.067691
  nChanged 849
		SP:Iteration 1F (51580.340000 sec): 3 clusters
  Score: Raw -388532.223862 + Penalty 3882.311487 = -384649.912375
  nChanged 194
		SP:Iteration 2F (51580.530000 sec): 3 clusters
  Score: Raw -388688.830865 + Penalty 3882.311487 = -384806.519377
  nChanged 126
		SP:Iteration 3F (51580.730000 sec): 3 clusters
  Score: Raw -388786.320450 + Penalty 3882.311487 = -384904.008962
  nChanged 81
		SP:Iteration 4Q (51580.900000 sec): 3 clusters
  Score: Raw -388849.281450 + Penalty 3882.311487 = -384966.969963
  nChanged 68
		SP:Iteration 5Q (51581.110000 sec): 3 clusters
  Score: Raw -388903.683218 + Penalty 3882.311487 = -385021.371731
  nChanged 62
		SP:Iteration 6Q (51581.280000 sec): 3 clusters
  Score: Raw -388957.493304 + Penalty 3882.311487 = -385075.181817
  nChanged 51
		SP:Iteration 7Q (51581.440000 sec): 3 clusters
  Score: Raw -388999.058283 + Penalty 3882.311487 = -385116.746795
  nChanged 31
		SP:Iteration 8Q (51581.610000 sec): 3 clusters
  Score: Raw -389017.646855 + Penalty 3882.311487 = -385135.335368
  nChanged 25
		SP:Iteration 9Q (51581.840000 sec): 3 clusters
  Score: Raw -389032.035856 + Penalty 3882.311487 = -385149.724369
  nChanged 22
		SP:Iteration 10Q (51582.020000 sec): 3 clusters
  Score: Raw -389044.437848 + Penalty 3882.311487 = -385162.126361
  nChanged 17
		SP:Iteration 11Q (51582.170000 sec): 3 clusters
  Score: Raw -389057.276742 + Penalty 3882.311487 = -385174.965255
  nChanged 22
		SP:Iteration 12Q (51582.370000 sec): 3 clusters
  Score: Raw -389075.438825 + Penalty 3882.311487 = -385193.127338
  nChanged 23
		SP:Iteration 13Q (51582.510000 sec): 3 clusters
  Score: Raw -389093.910011 + Penalty 3882.311487 = -385211.598524
  nChanged 22
		SP:Iteration 14Q (51582.660000 sec): 3 clusters
  Score: Raw -389111.199866 + Penalty 3882.311487 = -385228.888379
  nChanged 23
		SP:Iteration 15Q (51582.840000 sec): 3 clusters
  Score: Raw -389124.432983 + Penalty 3882.311487 = -385242.121496
  nChanged 14
		SP:Iteration 16Q (51583.010000 sec): 3 clusters
  Score: Raw -389138.739719 + Penalty 3882.311487 = -385256.428231
  nChanged 23
		SP:Iteration 17Q (51583.160000 sec): 3 clusters
  Score: Raw -389153.856156 + Penalty 3882.311487 = -385271.544669
  nChanged 20
		SP:Iteration 18Q (51583.320000 sec): 3 clusters
  Score: Raw -389164.946771 + Penalty 3882.311487 = -385282.635284
  nChanged 17
		SP:Iteration 19Q (51583.490000 sec): 3 clusters
  Score: Raw -389175.618375 + Penalty 3882.311487 = -385293.306888
  nChanged 21
		SP:Iteration 20F (51583.660000 sec): 3 clusters
  Score: Raw -389188.222280 + Penalty 3882.311487 = -385305.910793
  nChanged 15
		SP:Iteration 21Q (51583.820000 sec): 3 clusters
  Score: Raw -389194.877075 + Penalty 3882.311487 = -385312.565588
  nChanged 12
		SP:Iteration 22Q (51584.020000 sec): 3 clusters
  Score: Raw -389200.602412 + Penalty 3882.311487 = -385318.290925
  nChanged 12
		SP:Iteration 23Q (51584.200000 sec): 3 clusters
  Score: Raw -389206.825375 + Penalty 3882.311487 = -385324.513888
  nChanged 12
		SP:Iteration 24Q (51584.370000 sec): 3 clusters
  Score: Raw -389213.120044 + Penalty 3882.311487 = -385330.808557
  nChanged 9
		SP:Iteration 25Q (51584.540000 sec): 3 clusters
  Score: Raw -389217.023893 + Penalty 3882.311487 = -385334.712406
  nChanged 5
		SP:Iteration 26Q (51584.700000 sec): 3 clusters
  Score: Raw -389218.730456 + Penalty 3882.311487 = -385336.418968
  nChanged 0
		SP:Iteration 27F (51584.820000 sec): 3 clusters
  Score: Raw -389218.730456 + Penalty 3882.311487 = -385336.418968
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (3453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51584.930000 sec): 2 clusters
  Score: Raw -506519.483409 + Penalty 2020.455677 = -504499.027733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51585.130000 sec): 3 clusters
  Score: Raw -505047.508965 + Penalty 4040.911354 = -501006.597611
  nChanged 1219
		SP:Iteration 1F (51585.280000 sec): 3 clusters
  Score: Raw -505886.851801 + Penalty 4040.911354 = -501845.940447
  nChanged 319
		SP:Iteration 2F (51585.470000 sec): 3 clusters
  Score: Raw -506212.506939 + Penalty 4040.911354 = -502171.595585
  nChanged 246
		SP:Iteration 3F (51585.610000 sec): 3 clusters
  Score: Raw -506456.167483 + Penalty 4040.911354 = -502415.256130
  nChanged 206
		SP:Iteration 4F (51585.780000 sec): 3 clusters
  Score: Raw -506678.798962 + Penalty 4040.911354 = -502637.887608
  nChanged 175
		SP:Iteration 5F (51585.960000 sec): 3 clusters
  Score: Raw -506852.418495 + Penalty 4040.911354 = -502811.507141
  nChanged 153
		SP:Iteration 6Q (51586.080000 sec): 3 clusters
  Score: Raw -506996.879938 + Penalty 4040.911354 = -502955.968584
  nChanged 111
		SP:Iteration 7Q (51586.260000 sec): 3 clusters
  Score: Raw -507104.220338 + Penalty 4040.911354 = -503063.308985
  nChanged 88
		SP:Iteration 8Q (51586.410000 sec): 3 clusters
  Score: Raw -507174.640672 + Penalty 4040.911354 = -503133.729318
  nChanged 69
		SP:Iteration 9Q (51586.620000 sec): 3 clusters
  Score: Raw -507224.246399 + Penalty 4040.911354 = -503183.335045
  nChanged 46
		SP:Iteration 10Q (51586.810000 sec): 3 clusters
  Score: Raw -507263.514037 + Penalty 4040.911354 = -503222.602683
  nChanged 52
		SP:Iteration 11Q (51586.990000 sec): 3 clusters
  Score: Raw -507294.365078 + Penalty 4040.911354 = -503253.453724
  nChanged 45
		SP:Iteration 12Q (51587.140000 sec): 3 clusters
  Score: Raw -507323.557586 + Penalty 4040.911354 = -503282.646232
  nChanged 40
		SP:Iteration 13Q (51587.290000 sec): 3 clusters
  Score: Raw -507349.793587 + Penalty 4040.911354 = -503308.882233
  nChanged 30
		SP:Iteration 14Q (51587.470000 sec): 3 clusters
  Score: Raw -507371.065969 + Penalty 4040.911354 = -503330.154615
  nChanged 31
		SP:Iteration 15Q (51587.620000 sec): 3 clusters
  Score: Raw -507397.288309 + Penalty 4040.911354 = -503356.376956
  nChanged 28
		SP:Iteration 16Q (51587.800000 sec): 3 clusters
  Score: Raw -507429.367723 + Penalty 4040.911354 = -503388.456369
  nChanged 38
		SP:Iteration 17Q (51587.900000 sec): 3 clusters
  Score: Raw -507455.303072 + Penalty 4040.911354 = -503414.391719
  nChanged 37
		SP:Iteration 18Q (51588.090000 sec): 3 clusters
  Score: Raw -507480.830461 + Penalty 4040.911354 = -503439.919107
  nChanged 33
		SP:Iteration 19Q (51588.250000 sec): 3 clusters
  Score: Raw -507508.700088 + Penalty 4040.911354 = -503467.788734
  nChanged 24
		SP:Iteration 20F (51588.450000 sec): 3 clusters
  Score: Raw -507528.622854 + Penalty 4040.911354 = -503487.711500
  nChanged 26
		SP:Iteration 21Q (51588.610000 sec): 3 clusters
  Score: Raw -507553.918672 + Penalty 4040.911354 = -503513.007318
  nChanged 31
		SP:Iteration 22Q (51588.750000 sec): 3 clusters
  Score: Raw -507580.679787 + Penalty 4040.911354 = -503539.768433
  nChanged 31
		SP:Iteration 23Q (51588.890000 sec): 3 clusters
  Score: Raw -507639.548892 + Penalty 4040.911354 = -503598.637538
  nChanged 39
		SP:Iteration 24Q (51589.030000 sec): 3 clusters
  Score: Raw -507691.095996 + Penalty 4040.911354 = -503650.184642
  nChanged 53
		SP:Iteration 25Q (51589.160000 sec): 3 clusters
  Score: Raw -507773.336167 + Penalty 4040.911354 = -503732.424813
  nChanged 61
		SP:Iteration 26Q (51589.320000 sec): 3 clusters
  Score: Raw -507877.862103 + Penalty 4040.911354 = -503836.950749
  nChanged 63
		SP:Iteration 27Q (51589.430000 sec): 3 clusters
  Score: Raw -507977.422426 + Penalty 4040.911354 = -503936.511072
  nChanged 60
		SP:Iteration 28Q (51589.580000 sec): 3 clusters
  Score: Raw -508052.825269 + Penalty 4040.911354 = -504011.913915
  nChanged 42
		SP:Iteration 29Q (51589.720000 sec): 3 clusters
  Score: Raw -508092.669763 + Penalty 4040.911354 = -504051.758409
  nChanged 27
		SP:Iteration 30Q (51589.840000 sec): 3 clusters
  Score: Raw -508116.005555 + Penalty 4040.911354 = -504075.094201
  nChanged 26
		SP:Iteration 31Q (51590.030000 sec): 3 clusters
  Score: Raw -508134.458891 + Penalty 4040.911354 = -504093.547537
  nChanged 18
		SP:Iteration 32Q (51590.210000 sec): 3 clusters
  Score: Raw -508149.335725 + Penalty 4040.911354 = -504108.424371
  nChanged 22
		SP:Iteration 33Q (51590.320000 sec): 3 clusters
  Score: Raw -508170.545826 + Penalty 4040.911354 = -504129.634472
  nChanged 23
		SP:Iteration 34Q (51590.500000 sec): 3 clusters
  Score: Raw -508190.518570 + Penalty 4040.911354 = -504149.607216
  nChanged 30
		SP:Iteration 35Q (51590.660000 sec): 3 clusters
  Score: Raw -508221.429021 + Penalty 4040.911354 = -504180.517667
  nChanged 31
		SP:Iteration 36Q (51590.770000 sec): 3 clusters
  Score: Raw -508263.521048 + Penalty 4040.911354 = -504222.609694
  nChanged 26
		SP:Iteration 37Q (51590.920000 sec): 3 clusters
  Score: Raw -508296.947724 + Penalty 4040.911354 = -504256.036370
  nChanged 26
		SP:Iteration 38Q (51591.090000 sec): 3 clusters
  Score: Raw -508315.390177 + Penalty 4040.911354 = -504274.478823
  nChanged 13
		SP:Iteration 39Q (51591.200000 sec): 3 clusters
  Score: Raw -508326.285978 + Penalty 4040.911354 = -504285.374624
  nChanged 10
		SP:Iteration 40F (51591.370000 sec): 3 clusters
  Score: Raw -508332.465279 + Penalty 4040.911354 = -504291.553926
  nChanged 5
		SP:Iteration 41Q (51591.590000 sec): 3 clusters
  Score: Raw -508336.434627 + Penalty 4040.911354 = -504295.523273
  nChanged 7
		SP:Iteration 42Q (51591.770000 sec): 3 clusters
  Score: Raw -508343.720338 + Penalty 4040.911354 = -504302.808985
  nChanged 12
		SP:Iteration 43Q (51591.910000 sec): 3 clusters
  Score: Raw -508348.463330 + Penalty 4040.911354 = -504307.551976
  nChanged 2
		SP:Iteration 44Q (51592.070000 sec): 3 clusters
  Score: Raw -508349.038119 + Penalty 4040.911354 = -504308.126766
  nChanged 0
		SP:Iteration 45F (51592.250000 sec): 3 clusters
  Score: Raw -508349.038119 + Penalty 4040.911354 = -504308.126766
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (16641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51592.470000 sec): 2 clusters
  Score: Raw -2669517.796062 + Penalty 2410.466953 = -2667107.329109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51592.680000 sec): 3 clusters
  Score: Raw -2660133.425391 + Penalty 4820.933905 = -2655312.491486
  nChanged 7172
		SP:Iteration 1F (51592.960000 sec): 3 clusters
  Score: Raw -2664078.333792 + Penalty 4820.933905 = -2659257.399887
  nChanged 1061
		SP:Iteration 2F (51593.230000 sec): 3 clusters
  Score: Raw -2664661.080558 + Penalty 4820.933905 = -2659840.146653
  nChanged 1081
		SP:Iteration 3F (51593.470000 sec): 3 clusters
  Score: Raw -2665337.921642 + Penalty 4820.933905 = -2660516.987737
  nChanged 1129
		SP:Iteration 4F (51593.730000 sec): 3 clusters
  Score: Raw -2666091.043745 + Penalty 4820.933905 = -2661270.109839
  nChanged 1082
		SP:Iteration 5F (51594.000000 sec): 3 clusters
  Score: Raw -2666824.150206 + Penalty 4820.933905 = -2662003.216301
  nChanged 979
		SP:Iteration 6F (51594.250000 sec): 3 clusters
  Score: Raw -2667485.659912 + Penalty 4820.933905 = -2662664.726007
  nChanged 819
		SP:Iteration 7Q (51594.510000 sec): 3 clusters
  Score: Raw -2668014.814193 + Penalty 4820.933905 = -2663193.880288
  nChanged 726
		SP:Iteration 8Q (51594.780000 sec): 3 clusters
  Score: Raw -2668464.821101 + Penalty 4820.933905 = -2663643.887196
  nChanged 590
		SP:Iteration 9Q (51595.020000 sec): 3 clusters
  Score: Raw -2668865.120766 + Penalty 4820.933905 = -2664044.186861
  nChanged 501
		SP:Iteration 10Q (51595.320000 sec): 3 clusters
  Score: Raw -2669267.992839 + Penalty 4820.933905 = -2664447.058934
  nChanged 379
		SP:Iteration 11Q (51595.570000 sec): 3 clusters
  Score: Raw -2669550.275076 + Penalty 4820.933905 = -2664729.341170
  nChanged 274
		SP:Iteration 12Q (51595.830000 sec): 3 clusters
  Score: Raw -2669694.072250 + Penalty 4820.933905 = -2664873.138345
  nChanged 210
		SP:Iteration 13Q (51596.090000 sec): 3 clusters
  Score: Raw -2669782.165301 + Penalty 4820.933905 = -2664961.231396
  nChanged 153
		SP:Iteration 14Q (51596.370000 sec): 3 clusters
  Score: Raw -2669835.529735 + Penalty 4820.933905 = -2665014.595830
  nChanged 133
		SP:Iteration 15Q (51596.620000 sec): 3 clusters
  Score: Raw -2669875.199891 + Penalty 4820.933905 = -2665054.265986
  nChanged 103
		SP:Iteration 16Q (51596.890000 sec): 3 clusters
  Score: Raw -2669897.814895 + Penalty 4820.933905 = -2665076.880990
  nChanged 76
		SP:Iteration 17Q (51597.190000 sec): 3 clusters
  Score: Raw -2669917.642726 + Penalty 4820.933905 = -2665096.708821
  nChanged 82
		SP:Iteration 18Q (51597.420000 sec): 3 clusters
  Score: Raw -2669942.241711 + Penalty 4820.933905 = -2665121.307806
  nChanged 89
		SP:Iteration 19Q (51597.700000 sec): 3 clusters
  Score: Raw -2669965.999445 + Penalty 4820.933905 = -2665145.065540
  nChanged 77
		SP:Iteration 20F (51597.960000 sec): 3 clusters
  Score: Raw -2669986.804812 + Penalty 4820.933905 = -2665165.870907
  nChanged 67
		SP:Iteration 21Q (51598.260000 sec): 3 clusters
  Score: Raw -2670002.417627 + Penalty 4820.933905 = -2665181.483721
  nChanged 54
		SP:Iteration 22Q (51598.550000 sec): 3 clusters
  Score: Raw -2670014.341623 + Penalty 4820.933905 = -2665193.407718
  nChanged 43
		SP:Iteration 23Q (51598.840000 sec): 3 clusters
  Score: Raw -2670024.092365 + Penalty 4820.933905 = -2665203.158459
  nChanged 26
		SP:Iteration 24Q (51599.090000 sec): 3 clusters
  Score: Raw -2670028.557009 + Penalty 4820.933905 = -2665207.623104
  nChanged 23
		SP:Iteration 25Q (51599.350000 sec): 3 clusters
  Score: Raw -2670033.871898 + Penalty 4820.933905 = -2665212.937993
  nChanged 31
		SP:Iteration 26Q (51599.610000 sec): 3 clusters
  Score: Raw -2670040.479426 + Penalty 4820.933905 = -2665219.545521
  nChanged 28
		SP:Iteration 27Q (51599.880000 sec): 3 clusters
  Score: Raw -2670047.424539 + Penalty 4820.933905 = -2665226.490634
  nChanged 33
		SP:Iteration 28Q (51600.150000 sec): 3 clusters
  Score: Raw -2670057.330488 + Penalty 4820.933905 = -2665236.396583
  nChanged 35
		SP:Iteration 29Q (51600.430000 sec): 3 clusters
  Score: Raw -2670067.921357 + Penalty 4820.933905 = -2665246.987452
  nChanged 31
		SP:Iteration 30Q (51600.730000 sec): 3 clusters
  Score: Raw -2670076.970162 + Penalty 4820.933905 = -2665256.036257
  nChanged 31
		SP:Iteration 31Q (51600.990000 sec): 3 clusters
  Score: Raw -2670084.222579 + Penalty 4820.933905 = -2665263.288674
  nChanged 28
		SP:Iteration 32Q (51601.250000 sec): 3 clusters
  Score: Raw -2670094.175225 + Penalty 4820.933905 = -2665273.241320
  nChanged 29
		SP:Iteration 33Q (51601.550000 sec): 3 clusters
  Score: Raw -2670105.551838 + Penalty 4820.933905 = -2665284.617933
  nChanged 40
		SP:Iteration 34Q (51601.800000 sec): 3 clusters
  Score: Raw -2670120.800013 + Penalty 4820.933905 = -2665299.866108
  nChanged 44
		SP:Iteration 35Q (51602.070000 sec): 3 clusters
  Score: Raw -2670136.522051 + Penalty 4820.933905 = -2665315.588146
  nChanged 44
		SP:Iteration 36Q (51602.340000 sec): 3 clusters
  Score: Raw -2670157.813988 + Penalty 4820.933905 = -2665336.880083
  nChanged 60
		SP:Iteration 37Q (51602.600000 sec): 3 clusters
  Score: Raw -2670182.424711 + Penalty 4820.933905 = -2665361.490806
  nChanged 62
		SP:Iteration 38Q (51602.920000 sec): 3 clusters
  Score: Raw -2670204.836162 + Penalty 4820.933905 = -2665383.902257
  nChanged 67
		SP:Iteration 39Q (51603.220000 sec): 3 clusters
  Score: Raw -2670231.075688 + Penalty 4820.933905 = -2665410.141783
  nChanged 61
		SP:Iteration 40F (51603.460000 sec): 3 clusters
  Score: Raw -2670254.258427 + Penalty 4820.933905 = -2665433.324522
  nChanged 62
		SP:Iteration 41Q (51603.750000 sec): 3 clusters
  Score: Raw -2670274.111870 + Penalty 4820.933905 = -2665453.177965
  nChanged 42
		SP:Iteration 42Q (51604.030000 sec): 3 clusters
  Score: Raw -2670284.143343 + Penalty 4820.933905 = -2665463.209438
  nChanged 27
		SP:Iteration 43Q (51604.280000 sec): 3 clusters
  Score: Raw -2670291.173600 + Penalty 4820.933905 = -2665470.239695
  nChanged 27
		SP:Iteration 44Q (51604.600000 sec): 3 clusters
  Score: Raw -2670297.859693 + Penalty 4820.933905 = -2665476.925787
  nChanged 28
		SP:Iteration 45Q (51604.860000 sec): 3 clusters
  Score: Raw -2670303.218040 + Penalty 4820.933905 = -2665482.284135
  nChanged 24
		SP:Iteration 46Q (51605.160000 sec): 3 clusters
  Score: Raw -2670309.626060 + Penalty 4820.933905 = -2665488.692155
  nChanged 26
		SP:Iteration 47Q (51605.440000 sec): 3 clusters
  Score: Raw -2670314.204701 + Penalty 4820.933905 = -2665493.270796
  nChanged 27
		SP:Iteration 48Q (51605.690000 sec): 3 clusters
  Score: Raw -2670319.478107 + Penalty 4820.933905 = -2665498.544202
  nChanged 24
		SP:Iteration 49Q (51606.010000 sec): 3 clusters
  Score: Raw -2670323.890909 + Penalty 4820.933905 = -2665502.957004
  nChanged 19
		SP:Iteration 50Q (51606.270000 sec): 3 clusters
  Score: Raw -2670327.770874 + Penalty 4820.933905 = -2665506.836969
  nChanged 17
		SP:Iteration 51Q (51606.500000 sec): 3 clusters
  Score: Raw -2670330.514746 + Penalty 4820.933905 = -2665509.580841
  nChanged 11
		SP:Iteration 52Q (51606.820000 sec): 3 clusters
  Score: Raw -2670332.588959 + Penalty 4820.933905 = -2665511.655054
  nChanged 8
		SP:Iteration 53Q (51607.060000 sec): 3 clusters
  Score: Raw -2670333.678615 + Penalty 4820.933905 = -2665512.744710
  nChanged 4
		SP:Iteration 54Q (51607.310000 sec): 3 clusters
  Score: Raw -2670334.702869 + Penalty 4820.933905 = -2665513.768964
  nChanged 8
		SP:Iteration 55Q (51607.590000 sec): 3 clusters
  Score: Raw -2670336.271698 + Penalty 4820.933905 = -2665515.337793
  nChanged 7
		SP:Iteration 56Q (51607.850000 sec): 3 clusters
  Score: Raw -2670337.680525 + Penalty 4820.933905 = -2665516.746620
  nChanged 7
		SP:Iteration 57Q (51608.090000 sec): 3 clusters
  Score: Raw -2670338.626058 + Penalty 4820.933905 = -2665517.692152
  nChanged 8
		SP:Iteration 58Q (51608.370000 sec): 3 clusters
  Score: Raw -2670339.710334 + Penalty 4820.933905 = -2665518.776429
  nChanged 4
		SP:Iteration 59Q (51608.650000 sec): 3 clusters
  Score: Raw -2670340.330445 + Penalty 4820.933905 = -2665519.396540
  nChanged 6
		SP:Iteration 60F (51608.950000 sec): 3 clusters
  Score: Raw -2670341.142898 + Penalty 4820.933905 = -2665520.208993
  nChanged 4
		SP:Iteration 61Q (51609.200000 sec): 3 clusters
  Score: Raw -2670341.588626 + Penalty 4820.933905 = -2665520.654721
  nChanged 0
		SP:Iteration 62F (51609.540000 sec): 3 clusters
  Score: Raw -2670341.588626 + Penalty 4820.933905 = -2665520.654721
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (11276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51609.690000 sec): 2 clusters
  Score: Raw -1700197.816430 + Penalty 2313.947099 = -1697883.869331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51609.910000 sec): 3 clusters
  Score: Raw -1694086.075049 + Penalty 4627.894199 = -1689458.180850
  nChanged 4734
		SP:Iteration 1F (51610.140000 sec): 3 clusters
  Score: Raw -1696624.226932 + Penalty 4627.894199 = -1691996.332733
  nChanged 775
		SP:Iteration 2F (51610.410000 sec): 3 clusters
  Score: Raw -1696995.304225 + Penalty 4627.894199 = -1692367.410026
  nChanged 623
		SP:Iteration 3F (51610.630000 sec): 3 clusters
  Score: Raw -1697323.826968 + Penalty 4627.894199 = -1692695.932769
  nChanged 555
		SP:Iteration 4Q (51610.900000 sec): 3 clusters
  Score: Raw -1697618.949904 + Penalty 4627.894199 = -1692991.055706
  nChanged 538
		SP:Iteration 5Q (51611.120000 sec): 3 clusters
  Score: Raw -1697915.639166 + Penalty 4627.894199 = -1693287.744967
  nChanged 497
		SP:Iteration 6Q (51611.390000 sec): 3 clusters
  Score: Raw -1698183.874286 + Penalty 4627.894199 = -1693555.980087
  nChanged 475
		SP:Iteration 7Q (51611.650000 sec): 3 clusters
  Score: Raw -1698440.050663 + Penalty 4627.894199 = -1693812.156464
  nChanged 449
		SP:Iteration 8Q (51611.920000 sec): 3 clusters
  Score: Raw -1698680.156151 + Penalty 4627.894199 = -1694052.261952
  nChanged 398
		SP:Iteration 9Q (51612.190000 sec): 3 clusters
  Score: Raw -1698883.217409 + Penalty 4627.894199 = -1694255.323210
  nChanged 357
		SP:Iteration 10Q (51612.460000 sec): 3 clusters
  Score: Raw -1699048.701477 + Penalty 4627.894199 = -1694420.807278
  nChanged 314
		SP:Iteration 11Q (51612.680000 sec): 3 clusters
  Score: Raw -1699209.574872 + Penalty 4627.894199 = -1694581.680673
  nChanged 304
		SP:Iteration 12Q (51612.950000 sec): 3 clusters
  Score: Raw -1699356.396071 + Penalty 4627.894199 = -1694728.501872
  nChanged 279
		SP:Iteration 13Q (51613.180000 sec): 3 clusters
  Score: Raw -1699498.272705 + Penalty 4627.894199 = -1694870.378506
  nChanged 264
		SP:Iteration 14Q (51613.450000 sec): 3 clusters
  Score: Raw -1699634.870123 + Penalty 4627.894199 = -1695006.975924
  nChanged 245
		SP:Iteration 15Q (51613.670000 sec): 3 clusters
  Score: Raw -1699753.063423 + Penalty 4627.894199 = -1695125.169224
  nChanged 215
		SP:Iteration 16Q (51613.940000 sec): 3 clusters
  Score: Raw -1699867.443836 + Penalty 4627.894199 = -1695239.549637
  nChanged 212
		SP:Iteration 17Q (51614.160000 sec): 3 clusters
  Score: Raw -1699979.420074 + Penalty 4627.894199 = -1695351.525875
  nChanged 196
		SP:Iteration 18Q (51614.430000 sec): 3 clusters
  Score: Raw -1700080.470316 + Penalty 4627.894199 = -1695452.576117
  nChanged 177
		SP:Iteration 19Q (51614.660000 sec): 3 clusters
  Score: Raw -1700173.920769 + Penalty 4627.894199 = -1695546.026570
  nChanged 169
		SP:Iteration 20F (51614.880000 sec): 3 clusters
  Score: Raw -1700272.981606 + Penalty 4627.894199 = -1695645.087407
  nChanged 158
		SP:Iteration 21Q (51615.150000 sec): 3 clusters
  Score: Raw -1700362.725792 + Penalty 4627.894199 = -1695734.831594
  nChanged 128
		SP:Iteration 22Q (51615.420000 sec): 3 clusters
  Score: Raw -1700441.692616 + Penalty 4627.894199 = -1695813.798417
  nChanged 106
		SP:Iteration 23Q (51615.650000 sec): 3 clusters
  Score: Raw -1700500.873107 + Penalty 4627.894199 = -1695872.978908
  nChanged 84
		SP:Iteration 24Q (51615.920000 sec): 3 clusters
  Score: Raw -1700545.391320 + Penalty 4627.894199 = -1695917.497122
  nChanged 62
		SP:Iteration 25Q (51616.140000 sec): 3 clusters
  Score: Raw -1700576.727580 + Penalty 4627.894199 = -1695948.833381
  nChanged 46
		SP:Iteration 26Q (51616.360000 sec): 3 clusters
  Score: Raw -1700599.594557 + Penalty 4627.894199 = -1695971.700359
  nChanged 33
		SP:Iteration 27Q (51616.640000 sec): 3 clusters
  Score: Raw -1700615.579090 + Penalty 4627.894199 = -1695987.684891
  nChanged 32
		SP:Iteration 28Q (51616.860000 sec): 3 clusters
  Score: Raw -1700634.256524 + Penalty 4627.894199 = -1696006.362325
  nChanged 39
		SP:Iteration 29Q (51617.130000 sec): 3 clusters
  Score: Raw -1700652.020019 + Penalty 4627.894199 = -1696024.125820
  nChanged 27
		SP:Iteration 30Q (51617.360000 sec): 3 clusters
  Score: Raw -1700663.505378 + Penalty 4627.894199 = -1696035.611179
  nChanged 19
		SP:Iteration 31Q (51617.630000 sec): 3 clusters
  Score: Raw -1700671.546629 + Penalty 4627.894199 = -1696043.652430
  nChanged 18
		SP:Iteration 32Q (51617.810000 sec): 3 clusters
  Score: Raw -1700680.702541 + Penalty 4627.894199 = -1696052.808343
  nChanged 19
		SP:Iteration 33Q (51618.000000 sec): 3 clusters
  Score: Raw -1700694.380867 + Penalty 4627.894199 = -1696066.486668
  nChanged 17
		SP:Iteration 34Q (51618.180000 sec): 3 clusters
  Score: Raw -1700703.103434 + Penalty 4627.894199 = -1696075.209235
  nChanged 17
		SP:Iteration 35Q (51618.360000 sec): 3 clusters
  Score: Raw -1700711.348412 + Penalty 4627.894199 = -1696083.454213
  nChanged 8
		SP:Iteration 36Q (51618.540000 sec): 3 clusters
  Score: Raw -1700715.668266 + Penalty 4627.894199 = -1696087.774068
  nChanged 7
		SP:Iteration 37Q (51618.720000 sec): 3 clusters
  Score: Raw -1700719.137326 + Penalty 4627.894199 = -1696091.243127
  nChanged 4
		SP:Iteration 38Q (51618.910000 sec): 3 clusters
  Score: Raw -1700720.319527 + Penalty 4627.894199 = -1696092.425328
  nChanged 1
		SP:Iteration 39Q (51619.090000 sec): 3 clusters
  Score: Raw -1700720.672774 + Penalty 4627.894199 = -1696092.778576
  nChanged 1
		SP:Iteration 40F (51619.320000 sec): 3 clusters
  Score: Raw -1700721.454949 + Penalty 4627.894199 = -1696093.560750
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51619.430000 sec): 2 clusters
  Score: Raw -387924.262467 + Penalty 1948.078937 = -385976.183530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51619.620000 sec): 3 clusters
  Score: Raw -386900.971167 + Penalty 3896.157875 = -383004.813293
  nChanged 836
		SP:Iteration 1F (51619.800000 sec): 3 clusters
  Score: Raw -387513.582370 + Penalty 3896.157875 = -383617.424495
  nChanged 230
		SP:Iteration 2F (51619.980000 sec): 3 clusters
  Score: Raw -387712.378397 + Penalty 3896.157875 = -383816.220523
  nChanged 153
		SP:Iteration 3F (51620.150000 sec): 3 clusters
  Score: Raw -387853.244513 + Penalty 3896.157875 = -383957.086639
  nChanged 116
		SP:Iteration 4Q (51620.300000 sec): 3 clusters
  Score: Raw -387951.568241 + Penalty 3896.157875 = -384055.410366
  nChanged 80
		SP:Iteration 5Q (51620.460000 sec): 3 clusters
  Score: Raw -388024.838390 + Penalty 3896.157875 = -384128.680515
  nChanged 77
		SP:Iteration 6Q (51620.640000 sec): 3 clusters
  Score: Raw -388079.625358 + Penalty 3896.157875 = -384183.467483
  nChanged 55
		SP:Iteration 7Q (51620.810000 sec): 3 clusters
  Score: Raw -388118.280495 + Penalty 3896.157875 = -384222.122621
  nChanged 55
		SP:Iteration 8Q (51620.980000 sec): 3 clusters
  Score: Raw -388161.034791 + Penalty 3896.157875 = -384264.876917
  nChanged 52
		SP:Iteration 9Q (51621.160000 sec): 3 clusters
  Score: Raw -388200.404656 + Penalty 3896.157875 = -384304.246781
  nChanged 42
		SP:Iteration 10Q (51621.340000 sec): 3 clusters
  Score: Raw -388228.704139 + Penalty 3896.157875 = -384332.546264
  nChanged 31
		SP:Iteration 11Q (51621.510000 sec): 3 clusters
  Score: Raw -388246.563446 + Penalty 3896.157875 = -384350.405571
  nChanged 24
		SP:Iteration 12Q (51621.690000 sec): 3 clusters
  Score: Raw -388260.879840 + Penalty 3896.157875 = -384364.721965
  nChanged 23
		SP:Iteration 13Q (51621.860000 sec): 3 clusters
  Score: Raw -388272.650449 + Penalty 3896.157875 = -384376.492574
  nChanged 23
		SP:Iteration 14Q (51622.040000 sec): 3 clusters
  Score: Raw -388283.575636 + Penalty 3896.157875 = -384387.417761
  nChanged 15
		SP:Iteration 15Q (51622.210000 sec): 3 clusters
  Score: Raw -388293.704349 + Penalty 3896.157875 = -384397.546474
  nChanged 15
		SP:Iteration 16Q (51622.380000 sec): 3 clusters
  Score: Raw -388302.324294 + Penalty 3896.157875 = -384406.166419
  nChanged 14
		SP:Iteration 17Q (51622.560000 sec): 3 clusters
  Score: Raw -388315.997521 + Penalty 3896.157875 = -384419.839646
  nChanged 18
		SP:Iteration 18Q (51622.740000 sec): 3 clusters
  Score: Raw -388328.654042 + Penalty 3896.157875 = -384432.496167
  nChanged 25
		SP:Iteration 19Q (51622.910000 sec): 3 clusters
  Score: Raw -388343.808824 + Penalty 3896.157875 = -384447.650949
  nChanged 23
		SP:Iteration 20F (51623.090000 sec): 3 clusters
  Score: Raw -388358.313174 + Penalty 3896.157875 = -384462.155299
  nChanged 17
		SP:Iteration 21Q (51623.260000 sec): 3 clusters
  Score: Raw -388369.220435 + Penalty 3896.157875 = -384473.062560
  nChanged 16
		SP:Iteration 22Q (51623.440000 sec): 3 clusters
  Score: Raw -388381.122712 + Penalty 3896.157875 = -384484.964837
  nChanged 15
		SP:Iteration 23Q (51623.650000 sec): 3 clusters
  Score: Raw -388390.377532 + Penalty 3896.157875 = -384494.219657
  nChanged 12
		SP:Iteration 24Q (51623.790000 sec): 3 clusters
  Score: Raw -388400.816844 + Penalty 3896.157875 = -384504.658969
  nChanged 21
		SP:Iteration 25Q (51623.950000 sec): 3 clusters
  Score: Raw -388420.096933 + Penalty 3896.157875 = -384523.939058
  nChanged 18
		SP:Iteration 26Q (51624.130000 sec): 3 clusters
  Score: Raw -388433.193229 + Penalty 3896.157875 = -384537.035354
  nChanged 15
		SP:Iteration 27Q (51624.300000 sec): 3 clusters
  Score: Raw -388441.903041 + Penalty 3896.157875 = -384545.745166
  nChanged 8
		SP:Iteration 28Q (51624.480000 sec): 3 clusters
  Score: Raw -388445.419842 + Penalty 3896.157875 = -384549.261967
  nChanged 8
		SP:Iteration 29Q (51624.660000 sec): 3 clusters
  Score: Raw -388449.344494 + Penalty 3896.157875 = -384553.186619
  nChanged 8
		SP:Iteration 30Q (51624.830000 sec): 3 clusters
  Score: Raw -388455.304635 + Penalty 3896.157875 = -384559.146760
  nChanged 11
		SP:Iteration 31Q (51625.010000 sec): 3 clusters
  Score: Raw -388463.128940 + Penalty 3896.157875 = -384566.971065
  nChanged 9
		SP:Iteration 32Q (51625.180000 sec): 3 clusters
  Score: Raw -388471.331772 + Penalty 3896.157875 = -384575.173897
  nChanged 6
		SP:Iteration 33Q (51625.360000 sec): 3 clusters
  Score: Raw -388474.884905 + Penalty 3896.157875 = -384578.727030
  nChanged 8
		SP:Iteration 34Q (51625.540000 sec): 3 clusters
  Score: Raw -388483.868215 + Penalty 3896.157875 = -384587.710340
  nChanged 9
		SP:Iteration 35Q (51625.710000 sec): 3 clusters
  Score: Raw -388490.908750 + Penalty 3896.157875 = -384594.750875
  nChanged 12
		SP:Iteration 36Q (51625.890000 sec): 3 clusters
  Score: Raw -388502.346407 + Penalty 3896.157875 = -384606.188532
  nChanged 19
		SP:Iteration 37Q (51626.060000 sec): 3 clusters
  Score: Raw -388516.049039 + Penalty 3896.157875 = -384619.891164
  nChanged 16
		SP:Iteration 38Q (51626.240000 sec): 3 clusters
  Score: Raw -388529.840664 + Penalty 3896.157875 = -384633.682789
  nChanged 12
		SP:Iteration 39Q (51626.420000 sec): 3 clusters
  Score: Raw -388537.185066 + Penalty 3896.157875 = -384641.027192
  nChanged 8
		SP:Iteration 40F (51626.590000 sec): 3 clusters
  Score: Raw -388543.709385 + Penalty 3896.157875 = -384647.551510
  nChanged 11
		SP:Iteration 41Q (51626.770000 sec): 3 clusters
  Score: Raw -388549.186679 + Penalty 3896.157875 = -384653.028804
  nChanged 4
		SP:Iteration 42Q (51626.940000 sec): 3 clusters
  Score: Raw -388552.188212 + Penalty 3896.157875 = -384656.030337
  nChanged 3
		SP:Iteration 43Q (51627.120000 sec): 3 clusters
  Score: Raw -388554.030991 + Penalty 3896.157875 = -384657.873116
  nChanged 7
		SP:Iteration 44Q (51627.310000 sec): 3 clusters
  Score: Raw -388558.279971 + Penalty 3896.157875 = -384662.122096
  nChanged 6
		SP:Iteration 45Q (51627.450000 sec): 3 clusters
  Score: Raw -388560.829100 + Penalty 3896.157875 = -384664.671225
  nChanged 3
		SP:Iteration 46Q (51627.590000 sec): 3 clusters
  Score: Raw -388561.843446 + Penalty 3896.157875 = -384665.685571
  nChanged 3
		SP:Iteration 47Q (51627.730000 sec): 3 clusters
  Score: Raw -388563.835585 + Penalty 3896.157875 = -384667.677710
  nChanged 3
		SP:Iteration 48Q (51627.830000 sec): 3 clusters
  Score: Raw -388565.634565 + Penalty 3896.157875 = -384669.476690
  nChanged 3
		SP:Iteration 49Q (51627.990000 sec): 3 clusters
  Score: Raw -388567.588052 + Penalty 3896.157875 = -384671.430177
  nChanged 3
		SP:Iteration 50Q (51628.150000 sec): 3 clusters
  Score: Raw -388569.433650 + Penalty 3896.157875 = -384673.275775
  nChanged 3
		SP:Iteration 51Q (51628.310000 sec): 3 clusters
  Score: Raw -388570.856485 + Penalty 3896.157875 = -384674.698610
  nChanged 2
		SP:Iteration 52Q (51628.490000 sec): 3 clusters
  Score: Raw -388573.188370 + Penalty 3896.157875 = -384677.030495
  nChanged 2
		SP:Iteration 53Q (51628.660000 sec): 3 clusters
  Score: Raw -388574.345748 + Penalty 3896.157875 = -384678.187873
  nChanged 3
		SP:Iteration 54Q (51628.840000 sec): 3 clusters
  Score: Raw -388576.799889 + Penalty 3896.157875 = -384680.642014
  nChanged 5
		SP:Iteration 55Q (51629.020000 sec): 3 clusters
  Score: Raw -388582.248855 + Penalty 3896.157875 = -384686.090980
  nChanged 6
		SP:Iteration 56Q (51629.190000 sec): 3 clusters
  Score: Raw -388585.435461 + Penalty 3896.157875 = -384689.277586
  nChanged 1
		SP:Iteration 57Q (51629.370000 sec): 3 clusters
  Score: Raw -388586.142336 + Penalty 3896.157875 = -384689.984461
  nChanged 2
		SP:Iteration 58Q (51629.540000 sec): 3 clusters
  Score: Raw -388587.093760 + Penalty 3896.157875 = -384690.935885
  nChanged 1
		SP:Iteration 59Q (51629.720000 sec): 3 clusters
  Score: Raw -388587.351248 + Penalty 3896.157875 = -384691.193373
  nChanged 0
		SP:Iteration 60F (51629.900000 sec): 3 clusters
  Score: Raw -388587.351248 + Penalty 3896.157875 = -384691.193373
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (3051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51630.010000 sec): 2 clusters
  Score: Raw -452414.526259 + Penalty 1989.759722 = -450424.766537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51630.200000 sec): 3 clusters
  Score: Raw -451172.632445 + Penalty 3979.519444 = -447193.113002
  nChanged 1053
		SP:Iteration 1F (51630.370000 sec): 3 clusters
  Score: Raw -451899.172929 + Penalty 3979.519444 = -447919.653485
  nChanged 268
		SP:Iteration 2F (51630.550000 sec): 3 clusters
  Score: Raw -452114.355688 + Penalty 3979.519444 = -448134.836244
  nChanged 166
		SP:Iteration 3F (51630.730000 sec): 3 clusters
  Score: Raw -452272.956340 + Penalty 3979.519444 = -448293.436896
  nChanged 149
		SP:Iteration 4Q (51630.900000 sec): 3 clusters
  Score: Raw -452424.558170 + Penalty 3979.519444 = -448445.038726
  nChanged 119
		SP:Iteration 5Q (51631.080000 sec): 3 clusters
  Score: Raw -452549.707841 + Penalty 3979.519444 = -448570.188398
  nChanged 122
		SP:Iteration 6Q (51631.250000 sec): 3 clusters
  Score: Raw -452664.994270 + Penalty 3979.519444 = -448685.474827
  nChanged 102
		SP:Iteration 7Q (51631.430000 sec): 3 clusters
  Score: Raw -452758.235232 + Penalty 3979.519444 = -448778.715789
  nChanged 102
		SP:Iteration 8Q (51631.610000 sec): 3 clusters
  Score: Raw -452858.083605 + Penalty 3979.519444 = -448878.564162
  nChanged 78
		SP:Iteration 9Q (51631.780000 sec): 3 clusters
  Score: Raw -452917.532905 + Penalty 3979.519444 = -448938.013462
  nChanged 53
		SP:Iteration 10Q (51631.960000 sec): 3 clusters
  Score: Raw -452970.810191 + Penalty 3979.519444 = -448991.290748
  nChanged 55
		SP:Iteration 11Q (51632.130000 sec): 3 clusters
  Score: Raw -453020.333151 + Penalty 3979.519444 = -449040.813707
  nChanged 52
		SP:Iteration 12Q (51632.310000 sec): 3 clusters
  Score: Raw -453075.732423 + Penalty 3979.519444 = -449096.212980
  nChanged 69
		SP:Iteration 13Q (51632.550000 sec): 3 clusters
  Score: Raw -453141.411807 + Penalty 3979.519444 = -449161.892364
  nChanged 51
		SP:Iteration 14Q (51632.740000 sec): 3 clusters
  Score: Raw -453186.251681 + Penalty 3979.519444 = -449206.732238
  nChanged 46
		SP:Iteration 15Q (51632.970000 sec): 3 clusters
  Score: Raw -453222.725517 + Penalty 3979.519444 = -449243.206073
  nChanged 47
		SP:Iteration 16Q (51633.140000 sec): 3 clusters
  Score: Raw -453254.842992 + Penalty 3979.519444 = -449275.323549
  nChanged 30
		SP:Iteration 17Q (51633.360000 sec): 3 clusters
  Score: Raw -453276.293814 + Penalty 3979.519444 = -449296.774370
  nChanged 31
		SP:Iteration 18Q (51633.550000 sec): 3 clusters
  Score: Raw -453306.019307 + Penalty 3979.519444 = -449326.499863
  nChanged 26
		SP:Iteration 19Q (51633.730000 sec): 3 clusters
  Score: Raw -453324.864707 + Penalty 3979.519444 = -449345.345263
  nChanged 24
		SP:Iteration 20F (51633.970000 sec): 3 clusters
  Score: Raw -453357.601956 + Penalty 3979.519444 = -449378.082513
  nChanged 23
		SP:Iteration 21Q (51634.190000 sec): 3 clusters
  Score: Raw -453382.647961 + Penalty 3979.519444 = -449403.128517
  nChanged 30
		SP:Iteration 22Q (51634.380000 sec): 3 clusters
  Score: Raw -453408.560214 + Penalty 3979.519444 = -449429.040770
  nChanged 31
		SP:Iteration 23Q (51634.620000 sec): 3 clusters
  Score: Raw -453437.488191 + Penalty 3979.519444 = -449457.968747
  nChanged 40
		SP:Iteration 24Q (51634.790000 sec): 3 clusters
  Score: Raw -453476.028829 + Penalty 3979.519444 = -449496.509386
  nChanged 47
		SP:Iteration 25Q (51634.990000 sec): 3 clusters
  Score: Raw -453519.403492 + Penalty 3979.519444 = -449539.884048
  nChanged 47
		SP:Iteration 26Q (51635.130000 sec): 3 clusters
  Score: Raw -453547.782999 + Penalty 3979.519444 = -449568.263555
  nChanged 40
		SP:Iteration 27Q (51635.310000 sec): 3 clusters
  Score: Raw -453571.743754 + Penalty 3979.519444 = -449592.224310
  nChanged 22
		SP:Iteration 28Q (51635.530000 sec): 3 clusters
  Score: Raw -453582.448837 + Penalty 3979.519444 = -449602.929393
  nChanged 17
		SP:Iteration 29Q (51635.680000 sec): 3 clusters
  Score: Raw -453592.659208 + Penalty 3979.519444 = -449613.139764
  nChanged 16
		SP:Iteration 30Q (51635.870000 sec): 3 clusters
  Score: Raw -453602.671533 + Penalty 3979.519444 = -449623.152089
  nChanged 15
		SP:Iteration 31Q (51636.070000 sec): 3 clusters
  Score: Raw -453611.520779 + Penalty 3979.519444 = -449632.001335
  nChanged 12
		SP:Iteration 32Q (51636.290000 sec): 3 clusters
  Score: Raw -453617.040604 + Penalty 3979.519444 = -449637.521160
  nChanged 8
		SP:Iteration 33Q (51636.480000 sec): 3 clusters
  Score: Raw -453620.600745 + Penalty 3979.519444 = -449641.081301
  nChanged 7
		SP:Iteration 34Q (51636.690000 sec): 3 clusters
  Score: Raw -453623.775947 + Penalty 3979.519444 = -449644.256503
  nChanged 7
		SP:Iteration 35Q (51636.880000 sec): 3 clusters
  Score: Raw -453626.215909 + Penalty 3979.519444 = -449646.696465
  nChanged 3
		SP:Iteration 36Q (51637.120000 sec): 3 clusters
  Score: Raw -453627.870147 + Penalty 3979.519444 = -449648.350703
  nChanged 5
		SP:Iteration 37Q (51637.300000 sec): 3 clusters
  Score: Raw -453631.243536 + Penalty 3979.519444 = -449651.724093
  nChanged 7
		SP:Iteration 38Q (51637.460000 sec): 3 clusters
  Score: Raw -453633.659348 + Penalty 3979.519444 = -449654.139904
  nChanged 9
		SP:Iteration 39Q (51637.570000 sec): 3 clusters
  Score: Raw -453637.109529 + Penalty 3979.519444 = -449657.590086
  nChanged 10
		SP:Iteration 40F (51637.800000 sec): 3 clusters
  Score: Raw -453640.676061 + Penalty 3979.519444 = -449661.156617
  nChanged 10
		SP:Iteration 41Q (51637.960000 sec): 3 clusters
  Score: Raw -453644.176875 + Penalty 3979.519444 = -449664.657431
  nChanged 7
		SP:Iteration 42Q (51638.190000 sec): 3 clusters
  Score: Raw -453647.541783 + Penalty 3979.519444 = -449668.022339
  nChanged 10
		SP:Iteration 43Q (51638.360000 sec): 3 clusters
  Score: Raw -453651.992568 + Penalty 3979.519444 = -449672.473124
  nChanged 9
		SP:Iteration 44Q (51638.550000 sec): 3 clusters
  Score: Raw -453655.516161 + Penalty 3979.519444 = -449675.996717
  nChanged 6
		SP:Iteration 45Q (51638.720000 sec): 3 clusters
  Score: Raw -453659.900417 + Penalty 3979.519444 = -449680.380974
  nChanged 5
		SP:Iteration 46Q (51638.950000 sec): 3 clusters
  Score: Raw -453661.918328 + Penalty 3979.519444 = -449682.398885
  nChanged 3
		SP:Iteration 47Q (51639.120000 sec): 3 clusters
  Score: Raw -453663.247477 + Penalty 3979.519444 = -449683.728033
  nChanged 3
		SP:Iteration 48Q (51639.310000 sec): 3 clusters
  Score: Raw -453663.552781 + Penalty 3979.519444 = -449684.033337
  nChanged 2
		SP:Iteration 49Q (51639.450000 sec): 3 clusters
  Score: Raw -453663.917567 + Penalty 3979.519444 = -449684.398123
  nChanged 1
		SP:Iteration 50Q (51639.630000 sec): 3 clusters
  Score: Raw -453664.142107 + Penalty 3979.519444 = -449684.622663
  nChanged 1
		SP:Iteration 51Q (51639.840000 sec): 3 clusters
  Score: Raw -453664.581746 + Penalty 3979.519444 = -449685.062302
  nChanged 1
		SP:Iteration 52Q (51639.990000 sec): 3 clusters
  Score: Raw -453665.018712 + Penalty 3979.519444 = -449685.499268
  nChanged 0
		SP:Iteration 53F (51640.140000 sec): 3 clusters
  Score: Raw -453665.018712 + Penalty 3979.519444 = -449685.499268
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (18839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51640.430000 sec): 2 clusters
  Score: Raw -3033047.561303 + Penalty 2441.233748 = -3030606.327555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51640.660000 sec): 3 clusters
  Score: Raw -3022189.568756 + Penalty 4882.467496 = -3017307.101260
  nChanged 8210
		SP:Iteration 1F (51640.990000 sec): 3 clusters
  Score: Raw -3026602.218909 + Penalty 4882.467496 = -3021719.751413
  nChanged 1125
		SP:Iteration 2F (51641.260000 sec): 3 clusters
  Score: Raw -3027107.226730 + Penalty 4882.467496 = -3022224.759233
  nChanged 1018
		SP:Iteration 3F (51641.570000 sec): 3 clusters
  Score: Raw -3027614.558930 + Penalty 4882.467496 = -3022732.091434
  nChanged 1052
		SP:Iteration 4F (51641.860000 sec): 3 clusters
  Score: Raw -3028213.211428 + Penalty 4882.467496 = -3023330.743932
  nChanged 1099
		SP:Iteration 5F (51642.200000 sec): 3 clusters
  Score: Raw -3028897.581272 + Penalty 4882.467496 = -3024015.113776
  nChanged 1125
		SP:Iteration 6F (51642.550000 sec): 3 clusters
  Score: Raw -3029650.674905 + Penalty 4882.467496 = -3024768.207408
  nChanged 1081
		SP:Iteration 7F (51642.930000 sec): 3 clusters
  Score: Raw -3030320.326341 + Penalty 4882.467496 = -3025437.858845
  nChanged 915
		SP:Iteration 8Q (51643.330000 sec): 3 clusters
  Score: Raw -3030796.772195 + Penalty 4882.467496 = -3025914.304699
  nChanged 686
		SP:Iteration 9Q (51643.600000 sec): 3 clusters
  Score: Raw -3031075.987104 + Penalty 4882.467496 = -3026193.519607
  nChanged 503
		SP:Iteration 10Q (51643.970000 sec): 3 clusters
  Score: Raw -3031255.293795 + Penalty 4882.467496 = -3026372.826298
  nChanged 420
		SP:Iteration 11Q (51644.250000 sec): 3 clusters
  Score: Raw -3031400.616815 + Penalty 4882.467496 = -3026518.149319
  nChanged 376
		SP:Iteration 12Q (51644.540000 sec): 3 clusters
  Score: Raw -3031533.735739 + Penalty 4882.467496 = -3026651.268243
  nChanged 357
		SP:Iteration 13Q (51644.800000 sec): 3 clusters
  Score: Raw -3031655.833126 + Penalty 4882.467496 = -3026773.365630
  nChanged 321
		SP:Iteration 14Q (51645.170000 sec): 3 clusters
  Score: Raw -3031767.202084 + Penalty 4882.467496 = -3026884.734588
  nChanged 322
		SP:Iteration 15Q (51645.500000 sec): 3 clusters
  Score: Raw -3031876.171808 + Penalty 4882.467496 = -3026993.704312
  nChanged 304
		SP:Iteration 16Q (51645.780000 sec): 3 clusters
  Score: Raw -3031979.000524 + Penalty 4882.467496 = -3027096.533028
  nChanged 328
		SP:Iteration 17Q (51646.060000 sec): 3 clusters
  Score: Raw -3032089.865199 + Penalty 4882.467496 = -3027207.397703
  nChanged 351
		SP:Iteration 18Q (51646.320000 sec): 3 clusters
  Score: Raw -3032228.822452 + Penalty 4882.467496 = -3027346.354956
  nChanged 371
		SP:Iteration 19Q (51646.630000 sec): 3 clusters
  Score: Raw -3032378.733303 + Penalty 4882.467496 = -3027496.265807
  nChanged 389
		SP:Iteration 20F (51646.860000 sec): 3 clusters
  Score: Raw -3032528.837157 + Penalty 4882.467496 = -3027646.369661
  nChanged 387
		SP:Iteration 21Q (51647.130000 sec): 3 clusters
  Score: Raw -3032675.641181 + Penalty 4882.467496 = -3027793.173685
  nChanged 369
		SP:Iteration 22Q (51647.430000 sec): 3 clusters
  Score: Raw -3032827.760469 + Penalty 4882.467496 = -3027945.292973
  nChanged 389
		SP:Iteration 23Q (51647.760000 sec): 3 clusters
  Score: Raw -3032996.359082 + Penalty 4882.467496 = -3028113.891585
  nChanged 356
		SP:Iteration 24Q (51648.050000 sec): 3 clusters
  Score: Raw -3033149.064804 + Penalty 4882.467496 = -3028266.597308
  nChanged 304
		SP:Iteration 25Q (51648.370000 sec): 3 clusters
  Score: Raw -3033263.983729 + Penalty 4882.467496 = -3028381.516232
  nChanged 260
		SP:Iteration 26Q (51648.680000 sec): 3 clusters
  Score: Raw -3033349.711510 + Penalty 4882.467496 = -3028467.244014
  nChanged 225
		SP:Iteration 27Q (51649.080000 sec): 3 clusters
  Score: Raw -3033429.231722 + Penalty 4882.467496 = -3028546.764226
  nChanged 206
		SP:Iteration 28Q (51649.350000 sec): 3 clusters
  Score: Raw -3033499.022118 + Penalty 4882.467496 = -3028616.554622
  nChanged 184
		SP:Iteration 29Q (51649.720000 sec): 3 clusters
  Score: Raw -3033553.211687 + Penalty 4882.467496 = -3028670.744190
  nChanged 170
		SP:Iteration 30Q (51650.070000 sec): 3 clusters
  Score: Raw -3033603.377202 + Penalty 4882.467496 = -3028720.909706
  nChanged 153
		SP:Iteration 31Q (51650.420000 sec): 3 clusters
  Score: Raw -3033645.653175 + Penalty 4882.467496 = -3028763.185679
  nChanged 122
		SP:Iteration 32Q (51650.770000 sec): 3 clusters
  Score: Raw -3033676.690255 + Penalty 4882.467496 = -3028794.222759
  nChanged 113
		SP:Iteration 33Q (51651.120000 sec): 3 clusters
  Score: Raw -3033705.508811 + Penalty 4882.467496 = -3028823.041315
  nChanged 98
		SP:Iteration 34Q (51651.420000 sec): 3 clusters
  Score: Raw -3033728.699995 + Penalty 4882.467496 = -3028846.232499
  nChanged 87
		SP:Iteration 35Q (51651.770000 sec): 3 clusters
  Score: Raw -3033746.997031 + Penalty 4882.467496 = -3028864.529535
  nChanged 58
		SP:Iteration 36Q (51652.060000 sec): 3 clusters
  Score: Raw -3033758.386853 + Penalty 4882.467496 = -3028875.919357
  nChanged 49
		SP:Iteration 37Q (51652.280000 sec): 3 clusters
  Score: Raw -3033768.106543 + Penalty 4882.467496 = -3028885.639047
  nChanged 38
		SP:Iteration 38Q (51652.620000 sec): 3 clusters
  Score: Raw -3033775.081543 + Penalty 4882.467496 = -3028892.614047
  nChanged 33
		SP:Iteration 39Q (51652.910000 sec): 3 clusters
  Score: Raw -3033779.989724 + Penalty 4882.467496 = -3028897.522228
  nChanged 23
		SP:Iteration 40F (51653.230000 sec): 3 clusters
  Score: Raw -3033783.395854 + Penalty 4882.467496 = -3028900.928358
  nChanged 17
		SP:Iteration 41Q (51653.580000 sec): 3 clusters
  Score: Raw -3033786.836027 + Penalty 4882.467496 = -3028904.368531
  nChanged 21
		SP:Iteration 42Q (51653.880000 sec): 3 clusters
  Score: Raw -3033790.341639 + Penalty 4882.467496 = -3028907.874142
  nChanged 28
		SP:Iteration 43Q (51654.230000 sec): 3 clusters
  Score: Raw -3033795.642624 + Penalty 4882.467496 = -3028913.175128
  nChanged 24
		SP:Iteration 44Q (51654.550000 sec): 3 clusters
  Score: Raw -3033801.812132 + Penalty 4882.467496 = -3028919.344636
  nChanged 26
		SP:Iteration 45Q (51654.870000 sec): 3 clusters
  Score: Raw -3033807.353237 + Penalty 4882.467496 = -3028924.885741
  nChanged 21
		SP:Iteration 46Q (51655.170000 sec): 3 clusters
  Score: Raw -3033810.783733 + Penalty 4882.467496 = -3028928.316237
  nChanged 17
		SP:Iteration 47Q (51655.540000 sec): 3 clusters
  Score: Raw -3033813.262773 + Penalty 4882.467496 = -3028930.795277
  nChanged 17
		SP:Iteration 48Q (51655.870000 sec): 3 clusters
  Score: Raw -3033816.153158 + Penalty 4882.467496 = -3028933.685662
  nChanged 17
		SP:Iteration 49Q (51656.160000 sec): 3 clusters
  Score: Raw -3033819.569264 + Penalty 4882.467496 = -3028937.101767
  nChanged 13
		SP:Iteration 50Q (51656.460000 sec): 3 clusters
  Score: Raw -3033821.881566 + Penalty 4882.467496 = -3028939.414070
  nChanged 18
		SP:Iteration 51Q (51656.770000 sec): 3 clusters
  Score: Raw -3033825.490709 + Penalty 4882.467496 = -3028943.023213
  nChanged 18
		SP:Iteration 52Q (51657.110000 sec): 3 clusters
  Score: Raw -3033829.269282 + Penalty 4882.467496 = -3028946.801786
  nChanged 25
		SP:Iteration 53Q (51657.380000 sec): 3 clusters
  Score: Raw -3033834.382699 + Penalty 4882.467496 = -3028951.915203
  nChanged 23
		SP:Iteration 54Q (51657.750000 sec): 3 clusters
  Score: Raw -3033838.917335 + Penalty 4882.467496 = -3028956.449839
  nChanged 16
		SP:Iteration 55Q (51657.990000 sec): 3 clusters
  Score: Raw -3033841.861158 + Penalty 4882.467496 = -3028959.393662
  nChanged 14
		SP:Iteration 56Q (51658.280000 sec): 3 clusters
  Score: Raw -3033844.521084 + Penalty 4882.467496 = -3028962.053588
  nChanged 13
		SP:Iteration 57Q (51658.570000 sec): 3 clusters
  Score: Raw -3033846.528489 + Penalty 4882.467496 = -3028964.060993
  nChanged 8
		SP:Iteration 58Q (51658.860000 sec): 3 clusters
  Score: Raw -3033848.100032 + Penalty 4882.467496 = -3028965.632536
  nChanged 6
		SP:Iteration 59Q (51659.090000 sec): 3 clusters
  Score: Raw -3033849.049567 + Penalty 4882.467496 = -3028966.582071
  nChanged 4
		SP:Iteration 60F (51659.430000 sec): 3 clusters
  Score: Raw -3033849.918066 + Penalty 4882.467496 = -3028967.450569
  nChanged 7
		SP:Iteration 61Q (51659.780000 sec): 3 clusters
  Score: Raw -3033850.986626 + Penalty 4882.467496 = -3028968.519130
  nChanged 4
		SP:Iteration 62Q (51660.130000 sec): 3 clusters
  Score: Raw -3033851.605682 + Penalty 4882.467496 = -3028969.138186
  nChanged 4
		SP:Iteration 63Q (51660.390000 sec): 3 clusters
  Score: Raw -3033852.095353 + Penalty 4882.467496 = -3028969.627857
  nChanged 2
		SP:Iteration 64Q (51660.730000 sec): 3 clusters
  Score: Raw -3033852.420296 + Penalty 4882.467496 = -3028969.952799
  nChanged 3
		SP:Iteration 65Q (51661.030000 sec): 3 clusters
  Score: Raw -3033852.617074 + Penalty 4882.467496 = -3028970.149578
  nChanged 0
		SP:Iteration 66F (51661.390000 sec): 3 clusters
  Score: Raw -3033852.617074 + Penalty 4882.467496 = -3028970.149578
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (8393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51661.550000 sec): 2 clusters
  Score: Raw -1338759.594169 + Penalty 2240.718019 = -1336518.876150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51661.740000 sec): 3 clusters
  Score: Raw -1334338.901797 + Penalty 4481.436039 = -1329857.465759
  nChanged 3407
		SP:Iteration 1F (51662.030000 sec): 3 clusters
  Score: Raw -1336215.502678 + Penalty 4481.436039 = -1331734.066640
  nChanged 602
		SP:Iteration 2F (51662.280000 sec): 3 clusters
  Score: Raw -1336503.202226 + Penalty 4481.436039 = -1332021.766187
  nChanged 406
		SP:Iteration 3Q (51662.530000 sec): 3 clusters
  Score: Raw -1336675.122119 + Penalty 4481.436039 = -1332193.686080
  nChanged 305
		SP:Iteration 4Q (51662.750000 sec): 3 clusters
  Score: Raw -1336805.220645 + Penalty 4481.436039 = -1332323.784606
  nChanged 271
		SP:Iteration 5Q (51662.960000 sec): 3 clusters
  Score: Raw -1336920.858424 + Penalty 4481.436039 = -1332439.422385
  nChanged 260
		SP:Iteration 6Q (51663.220000 sec): 3 clusters
  Score: Raw -1337034.508446 + Penalty 4481.436039 = -1332553.072407
  nChanged 251
		SP:Iteration 7Q (51663.410000 sec): 3 clusters
  Score: Raw -1337136.633942 + Penalty 4481.436039 = -1332655.197903
  nChanged 244
		SP:Iteration 8Q (51663.580000 sec): 3 clusters
  Score: Raw -1337237.398348 + Penalty 4481.436039 = -1332755.962310
  nChanged 231
		SP:Iteration 9Q (51663.820000 sec): 3 clusters
  Score: Raw -1337335.675602 + Penalty 4481.436039 = -1332854.239563
  nChanged 232
		SP:Iteration 10Q (51663.960000 sec): 3 clusters
  Score: Raw -1337432.571420 + Penalty 4481.436039 = -1332951.135381
  nChanged 226
		SP:Iteration 11Q (51664.180000 sec): 3 clusters
  Score: Raw -1337531.109804 + Penalty 4481.436039 = -1333049.673765
  nChanged 212
		SP:Iteration 12Q (51664.370000 sec): 3 clusters
  Score: Raw -1337619.333293 + Penalty 4481.436039 = -1333137.897254
  nChanged 198
		SP:Iteration 13Q (51664.550000 sec): 3 clusters
  Score: Raw -1337703.324144 + Penalty 4481.436039 = -1333221.888105
  nChanged 202
		SP:Iteration 14Q (51664.740000 sec): 3 clusters
  Score: Raw -1337787.924966 + Penalty 4481.436039 = -1333306.488927
  nChanged 201
		SP:Iteration 15Q (51664.940000 sec): 3 clusters
  Score: Raw -1337870.535435 + Penalty 4481.436039 = -1333389.099396
  nChanged 165
		SP:Iteration 16Q (51665.130000 sec): 3 clusters
  Score: Raw -1337937.008401 + Penalty 4481.436039 = -1333455.572362
  nChanged 150
		SP:Iteration 17Q (51665.320000 sec): 3 clusters
  Score: Raw -1337992.769624 + Penalty 4481.436039 = -1333511.333586
  nChanged 123
		SP:Iteration 18Q (51665.460000 sec): 3 clusters
  Score: Raw -1338041.595970 + Penalty 4481.436039 = -1333560.159932
  nChanged 125
		SP:Iteration 19Q (51665.650000 sec): 3 clusters
  Score: Raw -1338096.103401 + Penalty 4481.436039 = -1333614.667362
  nChanged 130
		SP:Iteration 20F (51665.860000 sec): 3 clusters
  Score: Raw -1338143.646034 + Penalty 4481.436039 = -1333662.209995
  nChanged 96
		SP:Iteration 21Q (51666.090000 sec): 3 clusters
  Score: Raw -1338173.817317 + Penalty 4481.436039 = -1333692.381278
  nChanged 71
		SP:Iteration 22Q (51666.330000 sec): 3 clusters
  Score: Raw -1338198.346863 + Penalty 4481.436039 = -1333716.910824
  nChanged 83
		SP:Iteration 23Q (51666.540000 sec): 3 clusters
  Score: Raw -1338223.921622 + Penalty 4481.436039 = -1333742.485583
  nChanged 72
		SP:Iteration 24Q (51666.710000 sec): 3 clusters
  Score: Raw -1338248.765672 + Penalty 4481.436039 = -1333767.329633
  nChanged 69
		SP:Iteration 25Q (51666.870000 sec): 3 clusters
  Score: Raw -1338272.892438 + Penalty 4481.436039 = -1333791.456399
  nChanged 63
		SP:Iteration 26Q (51667.130000 sec): 3 clusters
  Score: Raw -1338292.381993 + Penalty 4481.436039 = -1333810.945954
  nChanged 56
		SP:Iteration 27Q (51667.300000 sec): 3 clusters
  Score: Raw -1338308.124031 + Penalty 4481.436039 = -1333826.687992
  nChanged 48
		SP:Iteration 28Q (51667.560000 sec): 3 clusters
  Score: Raw -1338324.349138 + Penalty 4481.436039 = -1333842.913099
  nChanged 46
		SP:Iteration 29Q (51667.800000 sec): 3 clusters
  Score: Raw -1338337.092678 + Penalty 4481.436039 = -1333855.656639
  nChanged 57
		SP:Iteration 30Q (51667.990000 sec): 3 clusters
  Score: Raw -1338358.027102 + Penalty 4481.436039 = -1333876.591064
  nChanged 61
		SP:Iteration 31Q (51668.200000 sec): 3 clusters
  Score: Raw -1338382.253382 + Penalty 4481.436039 = -1333900.817344
  nChanged 60
		SP:Iteration 32Q (51668.370000 sec): 3 clusters
  Score: Raw -1338405.034372 + Penalty 4481.436039 = -1333923.598333
  nChanged 56
		SP:Iteration 33Q (51668.640000 sec): 3 clusters
  Score: Raw -1338427.702945 + Penalty 4481.436039 = -1333946.266906
  nChanged 65
		SP:Iteration 34Q (51668.860000 sec): 3 clusters
  Score: Raw -1338453.348248 + Penalty 4481.436039 = -1333971.912209
  nChanged 58
		SP:Iteration 35Q (51669.130000 sec): 3 clusters
  Score: Raw -1338478.462748 + Penalty 4481.436039 = -1333997.026709
  nChanged 71
		SP:Iteration 36Q (51669.370000 sec): 3 clusters
  Score: Raw -1338512.871988 + Penalty 4481.436039 = -1334031.435949
  nChanged 74
		SP:Iteration 37Q (51669.600000 sec): 3 clusters
  Score: Raw -1338544.829246 + Penalty 4481.436039 = -1334063.393207
  nChanged 70
		SP:Iteration 38Q (51669.830000 sec): 3 clusters
  Score: Raw -1338580.641165 + Penalty 4481.436039 = -1334099.205126
  nChanged 79
		SP:Iteration 39Q (51670.000000 sec): 3 clusters
  Score: Raw -1338622.420388 + Penalty 4481.436039 = -1334140.984349
  nChanged 65
		SP:Iteration 40F (51670.220000 sec): 3 clusters
  Score: Raw -1338657.979503 + Penalty 4481.436039 = -1334176.543464
  nChanged 66
		SP:Iteration 41Q (51670.420000 sec): 3 clusters
  Score: Raw -1338691.947684 + Penalty 4481.436039 = -1334210.511645
  nChanged 56
		SP:Iteration 42Q (51670.650000 sec): 3 clusters
  Score: Raw -1338719.102883 + Penalty 4481.436039 = -1334237.666844
  nChanged 51
		SP:Iteration 43Q (51670.830000 sec): 3 clusters
  Score: Raw -1338744.405338 + Penalty 4481.436039 = -1334262.969299
  nChanged 44
		SP:Iteration 44Q (51671.020000 sec): 3 clusters
  Score: Raw -1338766.164510 + Penalty 4481.436039 = -1334284.728471
  nChanged 40
		SP:Iteration 45Q (51671.230000 sec): 3 clusters
  Score: Raw -1338787.949267 + Penalty 4481.436039 = -1334306.513228
  nChanged 42
		SP:Iteration 46Q (51671.460000 sec): 3 clusters
  Score: Raw -1338809.369235 + Penalty 4481.436039 = -1334327.933197
  nChanged 29
		SP:Iteration 47Q (51671.670000 sec): 3 clusters
  Score: Raw -1338829.326622 + Penalty 4481.436039 = -1334347.890583
  nChanged 27
		SP:Iteration 48Q (51671.900000 sec): 3 clusters
  Score: Raw -1338846.336155 + Penalty 4481.436039 = -1334364.900116
  nChanged 30
		SP:Iteration 49Q (51672.050000 sec): 3 clusters
  Score: Raw -1338863.180985 + Penalty 4481.436039 = -1334381.744946
  nChanged 20
		SP:Iteration 50Q (51672.290000 sec): 3 clusters
  Score: Raw -1338873.236296 + Penalty 4481.436039 = -1334391.800257
  nChanged 16
		SP:Iteration 51Q (51672.460000 sec): 3 clusters
  Score: Raw -1338881.804707 + Penalty 4481.436039 = -1334400.368668
  nChanged 16
		SP:Iteration 52Q (51672.670000 sec): 3 clusters
  Score: Raw -1338889.684655 + Penalty 4481.436039 = -1334408.248616
  nChanged 18
		SP:Iteration 53Q (51672.880000 sec): 3 clusters
  Score: Raw -1338903.513823 + Penalty 4481.436039 = -1334422.077784
  nChanged 23
		SP:Iteration 54Q (51673.000000 sec): 3 clusters
  Score: Raw -1338920.263802 + Penalty 4481.436039 = -1334438.827763
  nChanged 17
		SP:Iteration 55Q (51673.230000 sec): 3 clusters
  Score: Raw -1338930.655678 + Penalty 4481.436039 = -1334449.219639
  nChanged 11
		SP:Iteration 56Q (51673.380000 sec): 3 clusters
  Score: Raw -1338937.142924 + Penalty 4481.436039 = -1334455.706885
  nChanged 9
		SP:Iteration 57Q (51673.610000 sec): 3 clusters
  Score: Raw -1338942.992993 + Penalty 4481.436039 = -1334461.556954
  nChanged 10
		SP:Iteration 58Q (51673.800000 sec): 3 clusters
  Score: Raw -1338951.406318 + Penalty 4481.436039 = -1334469.970279
  nChanged 13
		SP:Iteration 59Q (51673.990000 sec): 3 clusters
  Score: Raw -1338962.028714 + Penalty 4481.436039 = -1334480.592675
  nChanged 12
		SP:Iteration 60F (51674.190000 sec): 3 clusters
  Score: Raw -1338969.455668 + Penalty 4481.436039 = -1334488.019630
  nChanged 9
		SP:Iteration 61Q (51674.380000 sec): 3 clusters
  Score: Raw -1338974.924458 + Penalty 4481.436039 = -1334493.488419
  nChanged 9
		SP:Iteration 62Q (51674.580000 sec): 3 clusters
  Score: Raw -1338979.090100 + Penalty 4481.436039 = -1334497.654062
  nChanged 2
		SP:Iteration 63Q (51674.760000 sec): 3 clusters
  Score: Raw -1338979.840192 + Penalty 4481.436039 = -1334498.404154
  nChanged 2
		SP:Iteration 64Q (51674.910000 sec): 3 clusters
  Score: Raw -1338980.663715 + Penalty 4481.436039 = -1334499.227676
  nChanged 1
		SP:Iteration 65Q (51675.120000 sec): 3 clusters
  Score: Raw -1338981.146448 + Penalty 4481.436039 = -1334499.710409
  nChanged 1
		SP:Iteration 66Q (51675.360000 sec): 3 clusters
  Score: Raw -1338981.340649 + Penalty 4481.436039 = -1334499.904610
  nChanged 0
		SP:Iteration 67F (51675.570000 sec): 3 clusters
  Score: Raw -1338981.340649 + Penalty 4481.436039 = -1334499.904610
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51675.680000 sec): 2 clusters
  Score: Raw -47153.074213 + Penalty 1465.204569 = -45687.869644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51675.800000 sec): 3 clusters
  Score: Raw -47317.623016 + Penalty 2930.409137 = -44387.213878
  nChanged 69
		SP:Iteration 1F (51675.920000 sec): 3 clusters
  Score: Raw -47530.052134 + Penalty 2930.409137 = -44599.642997
  nChanged 33
		SP:Iteration 2F (51676.060000 sec): 3 clusters
  Score: Raw -47693.655699 + Penalty 2930.409137 = -44763.246562
  nChanged 18
		SP:Iteration 3Q (51676.210000 sec): 3 clusters
  Score: Raw -47816.678965 + Penalty 2930.409137 = -44886.269827
  nChanged 16
		SP:Iteration 4Q (51676.350000 sec): 3 clusters
  Score: Raw -47891.439984 + Penalty 2930.409137 = -44961.030847
  nChanged 11
		SP:Iteration 5Q (51676.500000 sec): 3 clusters
  Score: Raw -47967.571252 + Penalty 2930.409137 = -45037.162114
  nChanged 5
		SP:Iteration 6Q (51676.640000 sec): 3 clusters
  Score: Raw -47997.441776 + Penalty 2930.409137 = -45067.032638
  nChanged 5
		SP:Iteration 7Q (51676.780000 sec): 3 clusters
  Score: Raw -48060.561734 + Penalty 2930.409137 = -45130.152597
  nChanged 6
		SP:Iteration 8Q (51676.920000 sec): 3 clusters
  Score: Raw -48084.756486 + Penalty 2930.409137 = -45154.347348
  nChanged 6
		SP:Iteration 9Q (51677.060000 sec): 3 clusters
  Score: Raw -48148.737979 + Penalty 2930.409137 = -45218.328842
  nChanged 7
		SP:Iteration 10Q (51677.210000 sec): 3 clusters
  Score: Raw -48174.118087 + Penalty 2930.409137 = -45243.708949
  nChanged 3
		SP:Iteration 11Q (51677.350000 sec): 3 clusters
  Score: Raw -48186.884021 + Penalty 2930.409137 = -45256.474884
  nChanged 1
		SP:Iteration 12Q (51677.500000 sec): 3 clusters
  Score: Raw -48193.439366 + Penalty 2930.409137 = -45263.030229
  nChanged 0
		SP:Iteration 13F (51677.630000 sec): 3 clusters
  Score: Raw -48194.123012 + Penalty 2930.409137 = -45263.713875
  nChanged 1
		SP:Iteration 14Q (51677.780000 sec): 3 clusters
  Score: Raw -48201.860208 + Penalty 2930.409137 = -45271.451071
  nChanged 2
		SP:Iteration 15Q (51677.920000 sec): 3 clusters
  Score: Raw -48213.376162 + Penalty 2930.409137 = -45282.967024
  nChanged 0
		SP:Iteration 16F (51678.090000 sec): 3 clusters
  Score: Raw -48213.376162 + Penalty 2930.409137 = -45282.967024
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (4799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51678.240000 sec): 2 clusters
  Score: Raw -748043.826837 + Penalty 2102.088385 = -745941.738453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51678.470000 sec): 3 clusters
  Score: Raw -745784.076172 + Penalty 4204.176770 = -741579.899403
  nChanged 1858
		SP:Iteration 1F (51678.660000 sec): 3 clusters
  Score: Raw -746871.346158 + Penalty 4204.176770 = -742667.169388
  nChanged 380
		SP:Iteration 2F (51678.840000 sec): 3 clusters
  Score: Raw -747142.206746 + Penalty 4204.176770 = -742938.029976
  nChanged 274
		SP:Iteration 3F (51679.050000 sec): 3 clusters
  Score: Raw -747350.613861 + Penalty 4204.176770 = -743146.437092
  nChanged 247
		SP:Iteration 4F (51679.240000 sec): 3 clusters
  Score: Raw -747530.949152 + Penalty 4204.176770 = -743326.772383
  nChanged 209
		SP:Iteration 5Q (51679.480000 sec): 3 clusters
  Score: Raw -747701.606420 + Penalty 4204.176770 = -743497.429650
  nChanged 228
		SP:Iteration 6Q (51679.670000 sec): 3 clusters
  Score: Raw -747849.990468 + Penalty 4204.176770 = -743645.813698
  nChanged 202
		SP:Iteration 7Q (51679.890000 sec): 3 clusters
  Score: Raw -748009.944153 + Penalty 4204.176770 = -743805.767384
  nChanged 205
		SP:Iteration 8Q (51680.070000 sec): 3 clusters
  Score: Raw -748178.113229 + Penalty 4204.176770 = -743973.936459
  nChanged 188
		SP:Iteration 9Q (51680.290000 sec): 3 clusters
  Score: Raw -748340.171619 + Penalty 4204.176770 = -744135.994850
  nChanged 179
		SP:Iteration 10Q (51680.470000 sec): 3 clusters
  Score: Raw -748478.113391 + Penalty 4204.176770 = -744273.936621
  nChanged 165
		SP:Iteration 11Q (51680.700000 sec): 3 clusters
  Score: Raw -748598.570901 + Penalty 4204.176770 = -744394.394132
  nChanged 111
		SP:Iteration 12Q (51680.840000 sec): 3 clusters
  Score: Raw -748664.793154 + Penalty 4204.176770 = -744460.616384
  nChanged 85
		SP:Iteration 13Q (51681.030000 sec): 3 clusters
  Score: Raw -748730.698008 + Penalty 4204.176770 = -744526.521239
  nChanged 95
		SP:Iteration 14Q (51681.190000 sec): 3 clusters
  Score: Raw -748791.554628 + Penalty 4204.176770 = -744587.377859
  nChanged 65
		SP:Iteration 15Q (51681.310000 sec): 3 clusters
  Score: Raw -748833.355024 + Penalty 4204.176770 = -744629.178255
  nChanged 54
		SP:Iteration 16Q (51681.510000 sec): 3 clusters
  Score: Raw -748861.250515 + Penalty 4204.176770 = -744657.073745
  nChanged 37
		SP:Iteration 17Q (51681.680000 sec): 3 clusters
  Score: Raw -748881.273876 + Penalty 4204.176770 = -744677.097107
  nChanged 41
		SP:Iteration 18Q (51681.820000 sec): 3 clusters
  Score: Raw -748901.071933 + Penalty 4204.176770 = -744696.895164
  nChanged 26
		SP:Iteration 19Q (51682.010000 sec): 3 clusters
  Score: Raw -748913.702863 + Penalty 4204.176770 = -744709.526093
  nChanged 26
		SP:Iteration 20F (51682.190000 sec): 3 clusters
  Score: Raw -748924.154551 + Penalty 4204.176770 = -744719.977781
  nChanged 13
		SP:Iteration 21Q (51682.320000 sec): 3 clusters
  Score: Raw -748928.754058 + Penalty 4204.176770 = -744724.577289
  nChanged 13
		SP:Iteration 22Q (51682.520000 sec): 3 clusters
  Score: Raw -748935.271754 + Penalty 4204.176770 = -744731.094984
  nChanged 12
		SP:Iteration 23Q (51682.650000 sec): 3 clusters
  Score: Raw -748940.536348 + Penalty 4204.176770 = -744736.359578
  nChanged 14
		SP:Iteration 24Q (51682.810000 sec): 3 clusters
  Score: Raw -748946.378339 + Penalty 4204.176770 = -744742.201570
  nChanged 11
		SP:Iteration 25Q (51682.950000 sec): 3 clusters
  Score: Raw -748950.295253 + Penalty 4204.176770 = -744746.118483
  nChanged 8
		SP:Iteration 26Q (51683.100000 sec): 3 clusters
  Score: Raw -748953.620514 + Penalty 4204.176770 = -744749.443745
  nChanged 7
		SP:Iteration 27Q (51683.300000 sec): 3 clusters
  Score: Raw -748957.104021 + Penalty 4204.176770 = -744752.927251
  nChanged 11
		SP:Iteration 28Q (51683.420000 sec): 3 clusters
  Score: Raw -748961.892781 + Penalty 4204.176770 = -744757.716012
  nChanged 7
		SP:Iteration 29Q (51683.570000 sec): 3 clusters
  Score: Raw -748964.016704 + Penalty 4204.176770 = -744759.839935
  nChanged 6
		SP:Iteration 30Q (51683.720000 sec): 3 clusters
  Score: Raw -748966.541039 + Penalty 4204.176770 = -744762.364270
  nChanged 7
		SP:Iteration 31Q (51683.920000 sec): 3 clusters
  Score: Raw -748969.150537 + Penalty 4204.176770 = -744764.973768
  nChanged 5
		SP:Iteration 32Q (51684.090000 sec): 3 clusters
  Score: Raw -748971.093900 + Penalty 4204.176770 = -744766.917130
  nChanged 6
		SP:Iteration 33Q (51684.230000 sec): 3 clusters
  Score: Raw -748972.654885 + Penalty 4204.176770 = -744768.478116
  nChanged 3
		SP:Iteration 34Q (51684.370000 sec): 3 clusters
  Score: Raw -748973.907877 + Penalty 4204.176770 = -744769.731107
  nChanged 6
		SP:Iteration 35Q (51684.530000 sec): 3 clusters
  Score: Raw -748975.389813 + Penalty 4204.176770 = -744771.213043
  nChanged 3
		SP:Iteration 36Q (51684.670000 sec): 3 clusters
  Score: Raw -748976.500777 + Penalty 4204.176770 = -744772.324008
  nChanged 3
		SP:Iteration 37Q (51684.890000 sec): 3 clusters
  Score: Raw -748977.017244 + Penalty 4204.176770 = -744772.840474
  nChanged 0
		SP:Iteration 38F (51685.060000 sec): 3 clusters
  Score: Raw -748977.017244 + Penalty 4204.176770 = -744772.840474
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (91699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51685.780000 sec): 2 clusters
  Score: Raw -14711130.310757 + Penalty 2833.714155 = -14708296.596602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51686.670000 sec): 3 clusters
  Score: Raw -14652490.050143 + Penalty 5667.428310 = -14646822.621834
  nChanged 43346
		SP:Iteration 1F (51687.530000 sec): 3 clusters
  Score: Raw -14677477.250199 + Penalty 5667.428310 = -14671809.821889
  nChanged 3694
		SP:Iteration 2Q (51688.430000 sec): 3 clusters
  Score: Raw -14678625.648590 + Penalty 5667.428310 = -14672958.220281
  nChanged 3898
		SP:Iteration 3Q (51689.360000 sec): 3 clusters
  Score: Raw -14679958.227532 + Penalty 5667.428310 = -14674290.799223
  nChanged 4266
		SP:Iteration 4Q (51690.240000 sec): 3 clusters
  Score: Raw -14681514.696875 + Penalty 5667.428310 = -14675847.268566
  nChanged 4296
		SP:Iteration 5Q (51691.150000 sec): 3 clusters
  Score: Raw -14683230.000361 + Penalty 5667.428310 = -14677562.572052
  nChanged 4564
		SP:Iteration 6Q (51691.990000 sec): 3 clusters
  Score: Raw -14685238.389806 + Penalty 5667.428310 = -14679570.961497
  nChanged 4651
		SP:Iteration 7F (51692.790000 sec): 3 clusters
  Score: Raw -14687397.073853 + Penalty 5667.428310 = -14681729.645543
  nChanged 4613
		SP:Iteration 8F (51693.610000 sec): 3 clusters
  Score: Raw -14689829.732686 + Penalty 5667.428310 = -14684162.304377
  nChanged 4702
		SP:Iteration 9F (51694.480000 sec): 3 clusters
  Score: Raw -14692758.990922 + Penalty 5667.428310 = -14687091.562612
  nChanged 4936
		SP:Iteration 10F (51695.240000 sec): 3 clusters
  Score: Raw -14696378.036242 + Penalty 5667.428310 = -14690710.607933
  nChanged 4882
		SP:Iteration 11F (51696.060000 sec): 3 clusters
  Score: Raw -14700341.433092 + Penalty 5667.428310 = -14694674.004783
  nChanged 4220
		SP:Iteration 12Q (51696.960000 sec): 3 clusters
  Score: Raw -14704049.712831 + Penalty 5667.428310 = -14698382.284522
  nChanged 3242
		SP:Iteration 13Q (51697.890000 sec): 3 clusters
  Score: Raw -14706899.325802 + Penalty 5667.428310 = -14701231.897493
  nChanged 2176
		SP:Iteration 14Q (51698.720000 sec): 3 clusters
  Score: Raw -14708745.982027 + Penalty 5667.428310 = -14703078.553718
  nChanged 1360
		SP:Iteration 15Q (51699.550000 sec): 3 clusters
  Score: Raw -14709821.891677 + Penalty 5667.428310 = -14704154.463368
  nChanged 823
		SP:Iteration 16Q (51700.350000 sec): 3 clusters
  Score: Raw -14710407.117420 + Penalty 5667.428310 = -14704739.689110
  nChanged 510
		SP:Iteration 17Q (51701.120000 sec): 3 clusters
  Score: Raw -14710750.814992 + Penalty 5667.428310 = -14705083.386683
  nChanged 328
		SP:Iteration 18Q (51701.910000 sec): 3 clusters
  Score: Raw -14710967.619356 + Penalty 5667.428310 = -14705300.191047
  nChanged 216
		SP:Iteration 19Q (51702.750000 sec): 3 clusters
  Score: Raw -14711115.579360 + Penalty 5667.428310 = -14705448.151050
  nChanged 145
		SP:Iteration 20F (51703.520000 sec): 3 clusters
  Score: Raw -14711220.447364 + Penalty 5667.428310 = -14705553.019054
  nChanged 113
		SP:Iteration 21Q (51704.340000 sec): 3 clusters
  Score: Raw -14711301.143124 + Penalty 5667.428310 = -14705633.714814
  nChanged 75
		SP:Iteration 22Q (51705.230000 sec): 3 clusters
  Score: Raw -14711353.096623 + Penalty 5667.428310 = -14705685.668314
  nChanged 48
		SP:Iteration 23Q (51706.020000 sec): 3 clusters
  Score: Raw -14711380.832128 + Penalty 5667.428310 = -14705713.403819
  nChanged 37
		SP:Iteration 24Q (51706.910000 sec): 3 clusters
  Score: Raw -14711406.374016 + Penalty 5667.428310 = -14705738.945707
  nChanged 37
		SP:Iteration 25Q (51707.650000 sec): 3 clusters
  Score: Raw -14711429.069773 + Penalty 5667.428310 = -14705761.641463
  nChanged 22
		SP:Iteration 26Q (51708.440000 sec): 3 clusters
  Score: Raw -14711443.973790 + Penalty 5667.428310 = -14705776.545481
  nChanged 14
		SP:Iteration 27Q (51709.400000 sec): 3 clusters
  Score: Raw -14711452.559170 + Penalty 5667.428310 = -14705785.130861
  nChanged 12
		SP:Iteration 28Q (51710.170000 sec): 3 clusters
  Score: Raw -14711458.948775 + Penalty 5667.428310 = -14705791.520465
  nChanged 12
		SP:Iteration 29Q (51711.030000 sec): 3 clusters
  Score: Raw -14711469.902742 + Penalty 5667.428310 = -14705802.474432
  nChanged 15
		SP:Iteration 30Q (51711.800000 sec): 3 clusters
  Score: Raw -14711482.544433 + Penalty 5667.428310 = -14705815.116123
  nChanged 16
		SP:Iteration 31Q (51712.680000 sec): 3 clusters
  Score: Raw -14711494.268538 + Penalty 5667.428310 = -14705826.840228
  nChanged 17
		SP:Iteration 32Q (51713.480000 sec): 3 clusters
  Score: Raw -14711504.762622 + Penalty 5667.428310 = -14705837.334312
  nChanged 11
		SP:Iteration 33Q (51714.340000 sec): 3 clusters
  Score: Raw -14711510.098445 + Penalty 5667.428310 = -14705842.670135
  nChanged 3
		SP:Iteration 34Q (51715.170000 sec): 3 clusters
  Score: Raw -14711512.589773 + Penalty 5667.428310 = -14705845.161464
  nChanged 3
		SP:Iteration 35Q (51715.960000 sec): 3 clusters
  Score: Raw -14711514.327819 + Penalty 5667.428310 = -14705846.899510
  nChanged 2
		SP:Iteration 36Q (51716.880000 sec): 3 clusters
  Score: Raw -14711515.409585 + Penalty 5667.428310 = -14705847.981276
  nChanged 2
		SP:Iteration 37Q (51717.610000 sec): 3 clusters
  Score: Raw -14711516.744443 + Penalty 5667.428310 = -14705849.316133
  nChanged 2
		SP:Iteration 38Q (51718.510000 sec): 3 clusters
  Score: Raw -14711517.957118 + Penalty 5667.428310 = -14705850.528808
  nChanged 1
		SP:Iteration 39Q (51719.280000 sec): 3 clusters
  Score: Raw -14711518.604139 + Penalty 5667.428310 = -14705851.175829
  nChanged 0
		SP:Iteration 40F (51720.120000 sec): 3 clusters
  Score: Raw -14711518.604139 + Penalty 5667.428310 = -14705851.175829
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (21326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51720.350000 sec): 2 clusters
  Score: Raw -3214759.396067 + Penalty 2471.985202 = -3212287.410866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51720.690000 sec): 3 clusters
  Score: Raw -3202315.089113 + Penalty 4943.970403 = -3197371.118710
  nChanged 9383
		SP:Iteration 1F (51720.950000 sec): 3 clusters
  Score: Raw -3207532.008138 + Penalty 4943.970403 = -3202588.037735
  nChanged 1270
		SP:Iteration 2F (51721.240000 sec): 3 clusters
  Score: Raw -3208104.457013 + Penalty 4943.970403 = -3203160.486610
  nChanged 1137
		SP:Iteration 3F (51721.620000 sec): 3 clusters
  Score: Raw -3208621.725193 + Penalty 4943.970403 = -3203677.754790
  nChanged 1062
		SP:Iteration 4Q (51722.000000 sec): 3 clusters
  Score: Raw -3209089.145131 + Penalty 4943.970403 = -3204145.174728
  nChanged 956
		SP:Iteration 5Q (51722.360000 sec): 3 clusters
  Score: Raw -3209490.243895 + Penalty 4943.970403 = -3204546.273491
  nChanged 888
		SP:Iteration 6Q (51722.790000 sec): 3 clusters
  Score: Raw -3209860.554659 + Penalty 4943.970403 = -3204916.584255
  nChanged 822
		SP:Iteration 7Q (51723.140000 sec): 3 clusters
  Score: Raw -3210195.502091 + Penalty 4943.970403 = -3205251.531688
  nChanged 759
		SP:Iteration 8Q (51723.510000 sec): 3 clusters
  Score: Raw -3210483.048186 + Penalty 4943.970403 = -3205539.077783
  nChanged 665
		SP:Iteration 9Q (51723.800000 sec): 3 clusters
  Score: Raw -3210732.723733 + Penalty 4943.970403 = -3205788.753329
  nChanged 618
		SP:Iteration 10Q (51724.180000 sec): 3 clusters
  Score: Raw -3210998.798735 + Penalty 4943.970403 = -3206054.828331
  nChanged 673
		SP:Iteration 11Q (51724.520000 sec): 3 clusters
  Score: Raw -3211288.512726 + Penalty 4943.970403 = -3206344.542323
  nChanged 670
		SP:Iteration 12Q (51725.020000 sec): 3 clusters
  Score: Raw -3211573.932450 + Penalty 4943.970403 = -3206629.962047
  nChanged 612
		SP:Iteration 13Q (51725.300000 sec): 3 clusters
  Score: Raw -3211840.015259 + Penalty 4943.970403 = -3206896.044856
  nChanged 643
		SP:Iteration 14Q (51725.640000 sec): 3 clusters
  Score: Raw -3212152.319477 + Penalty 4943.970403 = -3207208.349074
  nChanged 665
		SP:Iteration 15Q (51726.020000 sec): 3 clusters
  Score: Raw -3212521.912683 + Penalty 4943.970403 = -3207577.942280
  nChanged 715
		SP:Iteration 16Q (51726.340000 sec): 3 clusters
  Score: Raw -3212948.053426 + Penalty 4943.970403 = -3208004.083023
  nChanged 697
		SP:Iteration 17Q (51726.690000 sec): 3 clusters
  Score: Raw -3213379.598823 + Penalty 4943.970403 = -3208435.628419
  nChanged 647
		SP:Iteration 18Q (51727.110000 sec): 3 clusters
  Score: Raw -3213792.887063 + Penalty 4943.970403 = -3208848.916660
  nChanged 578
		SP:Iteration 19Q (51727.500000 sec): 3 clusters
  Score: Raw -3214140.901836 + Penalty 4943.970403 = -3209196.931433
  nChanged 504
		SP:Iteration 20F (51727.790000 sec): 3 clusters
  Score: Raw -3214462.228303 + Penalty 4943.970403 = -3209518.257900
  nChanged 416
		SP:Iteration 21Q (51728.130000 sec): 3 clusters
  Score: Raw -3214748.792994 + Penalty 4943.970403 = -3209804.822591
  nChanged 346
		SP:Iteration 22Q (51728.470000 sec): 3 clusters
  Score: Raw -3214989.177538 + Penalty 4943.970403 = -3210045.207135
  nChanged 261
		SP:Iteration 23Q (51728.830000 sec): 3 clusters
  Score: Raw -3215170.400239 + Penalty 4943.970403 = -3210226.429836
  nChanged 189
		SP:Iteration 24Q (51729.170000 sec): 3 clusters
  Score: Raw -3215302.654898 + Penalty 4943.970403 = -3210358.684494
  nChanged 134
		SP:Iteration 25Q (51729.470000 sec): 3 clusters
  Score: Raw -3215384.581692 + Penalty 4943.970403 = -3210440.611289
  nChanged 109
		SP:Iteration 26Q (51729.870000 sec): 3 clusters
  Score: Raw -3215451.273765 + Penalty 4943.970403 = -3210507.303362
  nChanged 94
		SP:Iteration 27Q (51730.150000 sec): 3 clusters
  Score: Raw -3215505.410922 + Penalty 4943.970403 = -3210561.440519
  nChanged 64
		SP:Iteration 28Q (51730.480000 sec): 3 clusters
  Score: Raw -3215535.791559 + Penalty 4943.970403 = -3210591.821156
  nChanged 49
		SP:Iteration 29Q (51730.810000 sec): 3 clusters
  Score: Raw -3215556.861203 + Penalty 4943.970403 = -3210612.890800
  nChanged 37
		SP:Iteration 30Q (51731.090000 sec): 3 clusters
  Score: Raw -3215573.227722 + Penalty 4943.970403 = -3210629.257319
  nChanged 27
		SP:Iteration 31Q (51731.450000 sec): 3 clusters
  Score: Raw -3215582.206955 + Penalty 4943.970403 = -3210638.236552
  nChanged 16
		SP:Iteration 32Q (51731.830000 sec): 3 clusters
  Score: Raw -3215589.008512 + Penalty 4943.970403 = -3210645.038108
  nChanged 11
		SP:Iteration 33Q (51732.170000 sec): 3 clusters
  Score: Raw -3215592.956570 + Penalty 4943.970403 = -3210648.986167
  nChanged 7
		SP:Iteration 34Q (51732.450000 sec): 3 clusters
  Score: Raw -3215595.980800 + Penalty 4943.970403 = -3210652.010397
  nChanged 10
		SP:Iteration 35Q (51732.770000 sec): 3 clusters
  Score: Raw -3215599.214747 + Penalty 4943.970403 = -3210655.244343
  nChanged 7
		SP:Iteration 36Q (51733.100000 sec): 3 clusters
  Score: Raw -3215601.315347 + Penalty 4943.970403 = -3210657.344944
  nChanged 2
		SP:Iteration 37Q (51733.430000 sec): 3 clusters
  Score: Raw -3215601.752114 + Penalty 4943.970403 = -3210657.781710
  nChanged 2
		SP:Iteration 38Q (51733.770000 sec): 3 clusters
  Score: Raw -3215602.174839 + Penalty 4943.970403 = -3210658.204436
  nChanged 0
		SP:Iteration 39F (51734.100000 sec): 3 clusters
  Score: Raw -3215602.174839 + Penalty 4943.970403 = -3210658.204436
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (7164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51734.200000 sec): 2 clusters
  Score: Raw -1089649.514320 + Penalty 2201.452293 = -1087448.062027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51734.460000 sec): 3 clusters
  Score: Raw -1085983.153629 + Penalty 4402.904587 = -1081580.249042
  nChanged 2936
		SP:Iteration 1F (51734.670000 sec): 3 clusters
  Score: Raw -1087630.290122 + Penalty 4402.904587 = -1083227.385536
  nChanged 502
		SP:Iteration 2F (51734.860000 sec): 3 clusters
  Score: Raw -1087886.283105 + Penalty 4402.904587 = -1083483.378518
  nChanged 370
		SP:Iteration 3F (51735.050000 sec): 3 clusters
  Score: Raw -1088053.039214 + Penalty 4402.904587 = -1083650.134628
  nChanged 264
		SP:Iteration 4Q (51735.230000 sec): 3 clusters
  Score: Raw -1088165.719769 + Penalty 4402.904587 = -1083762.815183
  nChanged 213
		SP:Iteration 5Q (51735.410000 sec): 3 clusters
  Score: Raw -1088265.423377 + Penalty 4402.904587 = -1083862.518791
  nChanged 196
		SP:Iteration 6Q (51735.590000 sec): 3 clusters
  Score: Raw -1088346.770857 + Penalty 4402.904587 = -1083943.866271
  nChanged 181
		SP:Iteration 7Q (51735.780000 sec): 3 clusters
  Score: Raw -1088426.849415 + Penalty 4402.904587 = -1084023.944829
  nChanged 175
		SP:Iteration 8Q (51735.960000 sec): 3 clusters
  Score: Raw -1088519.720505 + Penalty 4402.904587 = -1084116.815918
  nChanged 214
		SP:Iteration 9Q (51736.140000 sec): 3 clusters
  Score: Raw -1088630.157482 + Penalty 4402.904587 = -1084227.252895
  nChanged 223
		SP:Iteration 10Q (51736.330000 sec): 3 clusters
  Score: Raw -1088754.827765 + Penalty 4402.904587 = -1084351.923178
  nChanged 235
		SP:Iteration 11Q (51736.510000 sec): 3 clusters
  Score: Raw -1088882.849717 + Penalty 4402.904587 = -1084479.945130
  nChanged 229
		SP:Iteration 12Q (51736.690000 sec): 3 clusters
  Score: Raw -1089002.966983 + Penalty 4402.904587 = -1084600.062396
  nChanged 241
		SP:Iteration 13Q (51736.880000 sec): 3 clusters
  Score: Raw -1089118.417359 + Penalty 4402.904587 = -1084715.512772
  nChanged 206
		SP:Iteration 14Q (51737.060000 sec): 3 clusters
  Score: Raw -1089212.545259 + Penalty 4402.904587 = -1084809.640673
  nChanged 197
		SP:Iteration 15Q (51737.240000 sec): 3 clusters
  Score: Raw -1089312.178369 + Penalty 4402.904587 = -1084909.273782
  nChanged 172
		SP:Iteration 16Q (51737.430000 sec): 3 clusters
  Score: Raw -1089397.751466 + Penalty 4402.904587 = -1084994.846880
  nChanged 176
		SP:Iteration 17Q (51737.610000 sec): 3 clusters
  Score: Raw -1089484.153964 + Penalty 4402.904587 = -1085081.249377
  nChanged 176
		SP:Iteration 18Q (51737.790000 sec): 3 clusters
  Score: Raw -1089561.143034 + Penalty 4402.904587 = -1085158.238447
  nChanged 154
		SP:Iteration 19Q (51737.980000 sec): 3 clusters
  Score: Raw -1089627.669484 + Penalty 4402.904587 = -1085224.764897
  nChanged 123
		SP:Iteration 20F (51738.160000 sec): 3 clusters
  Score: Raw -1089680.495808 + Penalty 4402.904587 = -1085277.591222
  nChanged 104
		SP:Iteration 21Q (51738.340000 sec): 3 clusters
  Score: Raw -1089724.553887 + Penalty 4402.904587 = -1085321.649301
  nChanged 101
		SP:Iteration 22Q (51738.520000 sec): 3 clusters
  Score: Raw -1089770.377333 + Penalty 4402.904587 = -1085367.472746
  nChanged 89
		SP:Iteration 23Q (51738.710000 sec): 3 clusters
  Score: Raw -1089804.529285 + Penalty 4402.904587 = -1085401.624699
  nChanged 83
		SP:Iteration 24Q (51738.890000 sec): 3 clusters
  Score: Raw -1089837.275748 + Penalty 4402.904587 = -1085434.371162
  nChanged 68
		SP:Iteration 25Q (51739.080000 sec): 3 clusters
  Score: Raw -1089863.436029 + Penalty 4402.904587 = -1085460.531443
  nChanged 74
		SP:Iteration 26Q (51739.260000 sec): 3 clusters
  Score: Raw -1089889.184417 + Penalty 4402.904587 = -1085486.279830
  nChanged 56
		SP:Iteration 27Q (51739.440000 sec): 3 clusters
  Score: Raw -1089906.578236 + Penalty 4402.904587 = -1085503.673649
  nChanged 44
		SP:Iteration 28Q (51739.630000 sec): 3 clusters
  Score: Raw -1089922.957517 + Penalty 4402.904587 = -1085520.052931
  nChanged 54
		SP:Iteration 29Q (51739.820000 sec): 3 clusters
  Score: Raw -1089941.489471 + Penalty 4402.904587 = -1085538.584885
  nChanged 32
		SP:Iteration 30Q (51740.000000 sec): 3 clusters
  Score: Raw -1089953.079323 + Penalty 4402.904587 = -1085550.174736
  nChanged 36
		SP:Iteration 31Q (51740.190000 sec): 3 clusters
  Score: Raw -1089965.218805 + Penalty 4402.904587 = -1085562.314218
  nChanged 44
		SP:Iteration 32Q (51740.370000 sec): 3 clusters
  Score: Raw -1089981.179748 + Penalty 4402.904587 = -1085578.275162
  nChanged 47
		SP:Iteration 33Q (51740.560000 sec): 3 clusters
  Score: Raw -1090002.340197 + Penalty 4402.904587 = -1085599.435610
  nChanged 42
		SP:Iteration 34Q (51740.750000 sec): 3 clusters
  Score: Raw -1090018.358593 + Penalty 4402.904587 = -1085615.454006
  nChanged 26
		SP:Iteration 35Q (51740.930000 sec): 3 clusters
  Score: Raw -1090029.542965 + Penalty 4402.904587 = -1085626.638378
  nChanged 30
		SP:Iteration 36Q (51741.110000 sec): 3 clusters
  Score: Raw -1090042.573659 + Penalty 4402.904587 = -1085639.669072
  nChanged 28
		SP:Iteration 37Q (51741.300000 sec): 3 clusters
  Score: Raw -1090051.931567 + Penalty 4402.904587 = -1085649.026980
  nChanged 21
		SP:Iteration 38Q (51741.480000 sec): 3 clusters
  Score: Raw -1090059.570458 + Penalty 4402.904587 = -1085656.665872
  nChanged 14
		SP:Iteration 39Q (51741.660000 sec): 3 clusters
  Score: Raw -1090064.552983 + Penalty 4402.904587 = -1085661.648396
  nChanged 17
		SP:Iteration 40F (51741.850000 sec): 3 clusters
  Score: Raw -1090070.211395 + Penalty 4402.904587 = -1085667.306809
  nChanged 13
		SP:Iteration 41Q (51742.030000 sec): 3 clusters
  Score: Raw -1090074.665708 + Penalty 4402.904587 = -1085671.761122
  nChanged 12
		SP:Iteration 42Q (51742.220000 sec): 3 clusters
  Score: Raw -1090079.389298 + Penalty 4402.904587 = -1085676.484711
  nChanged 9
		SP:Iteration 43Q (51742.440000 sec): 3 clusters
  Score: Raw -1090083.316805 + Penalty 4402.904587 = -1085680.412219
  nChanged 15
		SP:Iteration 44Q (51742.630000 sec): 3 clusters
  Score: Raw -1090089.996599 + Penalty 4402.904587 = -1085687.092013
  nChanged 16
		SP:Iteration 45Q (51742.810000 sec): 3 clusters
  Score: Raw -1090096.083123 + Penalty 4402.904587 = -1085693.178536
  nChanged 19
		SP:Iteration 46Q (51743.000000 sec): 3 clusters
  Score: Raw -1090102.066427 + Penalty 4402.904587 = -1085699.161840
  nChanged 12
		SP:Iteration 47Q (51743.180000 sec): 3 clusters
  Score: Raw -1090105.625345 + Penalty 4402.904587 = -1085702.720758
  nChanged 8
		SP:Iteration 48Q (51743.360000 sec): 3 clusters
  Score: Raw -1090108.901267 + Penalty 4402.904587 = -1085705.996681
  nChanged 8
		SP:Iteration 49Q (51743.550000 sec): 3 clusters
  Score: Raw -1090112.093098 + Penalty 4402.904587 = -1085709.188512
  nChanged 8
		SP:Iteration 50Q (51743.730000 sec): 3 clusters
  Score: Raw -1090115.565583 + Penalty 4402.904587 = -1085712.660997
  nChanged 5
		SP:Iteration 51Q (51743.920000 sec): 3 clusters
  Score: Raw -1090117.079623 + Penalty 4402.904587 = -1085714.175037
  nChanged 6
		SP:Iteration 52Q (51744.100000 sec): 3 clusters
  Score: Raw -1090119.774429 + Penalty 4402.904587 = -1085716.869843
  nChanged 3
		SP:Iteration 53Q (51744.280000 sec): 3 clusters
  Score: Raw -1090121.298622 + Penalty 4402.904587 = -1085718.394036
  nChanged 3
		SP:Iteration 54Q (51744.470000 sec): 3 clusters
  Score: Raw -1090123.094026 + Penalty 4402.904587 = -1085720.189440
  nChanged 9
		SP:Iteration 55Q (51744.660000 sec): 3 clusters
  Score: Raw -1090126.690836 + Penalty 4402.904587 = -1085723.786250
  nChanged 6
		SP:Iteration 56Q (51744.840000 sec): 3 clusters
  Score: Raw -1090128.984879 + Penalty 4402.904587 = -1085726.080293
  nChanged 5
		SP:Iteration 57Q (51745.020000 sec): 3 clusters
  Score: Raw -1090131.476841 + Penalty 4402.904587 = -1085728.572255
  nChanged 5
		SP:Iteration 58Q (51745.210000 sec): 3 clusters
  Score: Raw -1090133.287057 + Penalty 4402.904587 = -1085730.382471
  nChanged 4
		SP:Iteration 59Q (51745.390000 sec): 3 clusters
  Score: Raw -1090134.656767 + Penalty 4402.904587 = -1085731.752180
  nChanged 3
		SP:Iteration 60F (51745.580000 sec): 3 clusters
  Score: Raw -1090135.871498 + Penalty 4402.904587 = -1085732.966911
  nChanged 5
		SP:Iteration 61Q (51745.760000 sec): 3 clusters
  Score: Raw -1090137.345268 + Penalty 4402.904587 = -1085734.440681
  nChanged 4
		SP:Iteration 62Q (51745.940000 sec): 3 clusters
  Score: Raw -1090138.703517 + Penalty 4402.904587 = -1085735.798931
  nChanged 3
		SP:Iteration 63Q (51746.130000 sec): 3 clusters
  Score: Raw -1090139.700488 + Penalty 4402.904587 = -1085736.795902
  nChanged 2
		SP:Iteration 64Q (51746.310000 sec): 3 clusters
  Score: Raw -1090140.243569 + Penalty 4402.904587 = -1085737.338983
  nChanged 4
		SP:Iteration 65Q (51746.500000 sec): 3 clusters
  Score: Raw -1090141.102906 + Penalty 4402.904587 = -1085738.198319
  nChanged 4
		SP:Iteration 66Q (51746.640000 sec): 3 clusters
  Score: Raw -1090142.697943 + Penalty 4402.904587 = -1085739.793356
  nChanged 7
		SP:Iteration 67Q (51746.820000 sec): 3 clusters
  Score: Raw -1090145.801889 + Penalty 4402.904587 = -1085742.897302
  nChanged 7
		SP:Iteration 68Q (51747.010000 sec): 3 clusters
  Score: Raw -1090147.689171 + Penalty 4402.904587 = -1085744.784585
  nChanged 3
		SP:Iteration 69Q (51747.240000 sec): 3 clusters
  Score: Raw -1090149.041307 + Penalty 4402.904587 = -1085746.136721
  nChanged 2
		SP:Iteration 70Q (51747.420000 sec): 3 clusters
  Score: Raw -1090150.107523 + Penalty 4402.904587 = -1085747.202936
  nChanged 1
		SP:Iteration 71Q (51747.610000 sec): 3 clusters
  Score: Raw -1090150.351336 + Penalty 4402.904587 = -1085747.446750
  nChanged 2
		SP:Iteration 72Q (51747.800000 sec): 3 clusters
  Score: Raw -1090150.611872 + Penalty 4402.904587 = -1085747.707285
  nChanged 3
		SP:Iteration 73Q (51747.980000 sec): 3 clusters
  Score: Raw -1090151.638048 + Penalty 4402.904587 = -1085748.733461
  nChanged 5
		SP:Iteration 74Q (51748.170000 sec): 3 clusters
  Score: Raw -1090153.330989 + Penalty 4402.904587 = -1085750.426402
  nChanged 3
		SP:Iteration 75Q (51748.360000 sec): 3 clusters
  Score: Raw -1090154.294345 + Penalty 4402.904587 = -1085751.389759
  nChanged 2
		SP:Iteration 76Q (51748.540000 sec): 3 clusters
  Score: Raw -1090155.051794 + Penalty 4402.904587 = -1085752.147207
  nChanged 4
		SP:Iteration 77Q (51748.730000 sec): 3 clusters
  Score: Raw -1090156.541155 + Penalty 4402.904587 = -1085753.636568
  nChanged 4
		SP:Iteration 78Q (51748.920000 sec): 3 clusters
  Score: Raw -1090159.041123 + Penalty 4402.904587 = -1085756.136537
  nChanged 3
		SP:Iteration 79Q (51749.100000 sec): 3 clusters
  Score: Raw -1090160.127286 + Penalty 4402.904587 = -1085757.222699
  nChanged 2
		SP:Iteration 80F (51749.290000 sec): 3 clusters
  Score: Raw -1090161.085630 + Penalty 4402.904587 = -1085758.181044
  nChanged 2
		SP:Iteration 81Q (51749.430000 sec): 3 clusters
  Score: Raw -1090162.084915 + Penalty 4402.904587 = -1085759.180329
  nChanged 3
		SP:Iteration 82Q (51749.620000 sec): 3 clusters
  Score: Raw -1090163.398622 + Penalty 4402.904587 = -1085760.494035
  nChanged 4
		SP:Iteration 83Q (51749.810000 sec): 3 clusters
  Score: Raw -1090164.909068 + Penalty 4402.904587 = -1085762.004481
  nChanged 5
		SP:Iteration 84Q (51750.000000 sec): 3 clusters
  Score: Raw -1090169.417727 + Penalty 4402.904587 = -1085766.513140
  nChanged 10
		SP:Iteration 85Q (51750.180000 sec): 3 clusters
  Score: Raw -1090175.655048 + Penalty 4402.904587 = -1085772.750462
  nChanged 10
		SP:Iteration 86Q (51750.370000 sec): 3 clusters
  Score: Raw -1090180.782370 + Penalty 4402.904587 = -1085777.877783
  nChanged 8
		SP:Iteration 87Q (51750.560000 sec): 3 clusters
  Score: Raw -1090183.510218 + Penalty 4402.904587 = -1085780.605631
  nChanged 3
		SP:Iteration 88Q (51750.740000 sec): 3 clusters
  Score: Raw -1090184.615015 + Penalty 4402.904587 = -1085781.710428
  nChanged 2
		SP:Iteration 89Q (51750.930000 sec): 3 clusters
  Score: Raw -1090185.680182 + Penalty 4402.904587 = -1085782.775595
  nChanged 2
		SP:Iteration 90Q (51751.120000 sec): 3 clusters
  Score: Raw -1090186.117428 + Penalty 4402.904587 = -1085783.212841
  nChanged 1
		SP:Iteration 91Q (51751.300000 sec): 3 clusters
  Score: Raw -1090186.352320 + Penalty 4402.904587 = -1085783.447734
  nChanged 1
		SP:Iteration 92Q (51751.480000 sec): 3 clusters
  Score: Raw -1090186.714919 + Penalty 4402.904587 = -1085783.810333
  nChanged 1
		SP:Iteration 93Q (51751.670000 sec): 3 clusters
  Score: Raw -1090186.979207 + Penalty 4402.904587 = -1085784.074620
  nChanged 0
		SP:Iteration 94F (51751.860000 sec): 3 clusters
  Score: Raw -1090186.979207 + Penalty 4402.904587 = -1085784.074620
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (2609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51751.960000 sec): 2 clusters
  Score: Raw -391275.036288 + Penalty 1950.947127 = -389324.089161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51752.140000 sec): 3 clusters
  Score: Raw -390182.384026 + Penalty 3901.894253 = -386280.489772
  nChanged 915
		SP:Iteration 1F (51752.310000 sec): 3 clusters
  Score: Raw -390892.464203 + Penalty 3901.894253 = -386990.569950
  nChanged 238
		SP:Iteration 2F (51752.490000 sec): 3 clusters
  Score: Raw -391103.684048 + Penalty 3901.894253 = -387201.789795
  nChanged 144
		SP:Iteration 3F (51752.660000 sec): 3 clusters
  Score: Raw -391222.894194 + Penalty 3901.894253 = -387320.999940
  nChanged 104
		SP:Iteration 4Q (51752.840000 sec): 3 clusters
  Score: Raw -391307.578743 + Penalty 3901.894253 = -387405.684489
  nChanged 88
		SP:Iteration 5Q (51753.020000 sec): 3 clusters
  Score: Raw -391389.406561 + Penalty 3901.894253 = -387487.512307
  nChanged 76
		SP:Iteration 6Q (51753.190000 sec): 3 clusters
  Score: Raw -391441.873434 + Penalty 3901.894253 = -387539.979180
  nChanged 58
		SP:Iteration 7Q (51753.370000 sec): 3 clusters
  Score: Raw -391485.472777 + Penalty 3901.894253 = -387583.578524
  nChanged 55
		SP:Iteration 8Q (51753.540000 sec): 3 clusters
  Score: Raw -391519.269393 + Penalty 3901.894253 = -387617.375140
  nChanged 44
		SP:Iteration 9Q (51753.720000 sec): 3 clusters
  Score: Raw -391550.011059 + Penalty 3901.894253 = -387648.116806
  nChanged 39
		SP:Iteration 10Q (51753.900000 sec): 3 clusters
  Score: Raw -391578.969496 + Penalty 3901.894253 = -387677.075243
  nChanged 42
		SP:Iteration 11Q (51754.070000 sec): 3 clusters
  Score: Raw -391607.880484 + Penalty 3901.894253 = -387705.986231
  nChanged 28
		SP:Iteration 12Q (51754.250000 sec): 3 clusters
  Score: Raw -391623.683554 + Penalty 3901.894253 = -387721.789300
  nChanged 20
		SP:Iteration 13Q (51754.420000 sec): 3 clusters
  Score: Raw -391635.054586 + Penalty 3901.894253 = -387733.160333
  nChanged 13
		SP:Iteration 14Q (51754.600000 sec): 3 clusters
  Score: Raw -391643.274253 + Penalty 3901.894253 = -387741.380000
  nChanged 12
		SP:Iteration 15Q (51754.740000 sec): 3 clusters
  Score: Raw -391649.244240 + Penalty 3901.894253 = -387747.349987
  nChanged 12
		SP:Iteration 16Q (51754.960000 sec): 3 clusters
  Score: Raw -391656.038913 + Penalty 3901.894253 = -387754.144659
  nChanged 10
		SP:Iteration 17Q (51755.190000 sec): 3 clusters
  Score: Raw -391660.108017 + Penalty 3901.894253 = -387758.213764
  nChanged 6
		SP:Iteration 18Q (51755.390000 sec): 3 clusters
  Score: Raw -391662.943751 + Penalty 3901.894253 = -387761.049498
  nChanged 6
		SP:Iteration 19Q (51755.510000 sec): 3 clusters
  Score: Raw -391665.869271 + Penalty 3901.894253 = -387763.975018
  nChanged 9
		SP:Iteration 20F (51755.700000 sec): 3 clusters
  Score: Raw -391669.318400 + Penalty 3901.894253 = -387767.424146
  nChanged 4
		SP:Iteration 21Q (51755.880000 sec): 3 clusters
  Score: Raw -391671.170120 + Penalty 3901.894253 = -387769.275867
  nChanged 8
		SP:Iteration 22Q (51756.070000 sec): 3 clusters
  Score: Raw -391674.715428 + Penalty 3901.894253 = -387772.821174
  nChanged 4
		SP:Iteration 23Q (51756.220000 sec): 3 clusters
  Score: Raw -391676.443455 + Penalty 3901.894253 = -387774.549202
  nChanged 1
		SP:Iteration 24Q (51756.330000 sec): 3 clusters
  Score: Raw -391676.594347 + Penalty 3901.894253 = -387774.700093
  nChanged 0
		SP:Iteration 25F (51756.500000 sec): 3 clusters
  Score: Raw -391676.594347 + Penalty 3901.894253 = -387774.700093
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (4541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51756.590000 sec): 2 clusters
  Score: Raw -700521.850520 + Penalty 2088.383828 = -698433.466692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51756.790000 sec): 3 clusters
  Score: Raw -698423.268747 + Penalty 4176.767655 = -694246.501091
  nChanged 1725
		SP:Iteration 1F (51757.010000 sec): 3 clusters
  Score: Raw -699460.228105 + Penalty 4176.767655 = -695283.460450
  nChanged 360
		SP:Iteration 2F (51757.200000 sec): 3 clusters
  Score: Raw -699674.130582 + Penalty 4176.767655 = -695497.362927
  nChanged 234
		SP:Iteration 3F (51757.420000 sec): 3 clusters
  Score: Raw -699818.869724 + Penalty 4176.767655 = -695642.102069
  nChanged 166
		SP:Iteration 4Q (51757.610000 sec): 3 clusters
  Score: Raw -699911.247787 + Penalty 4176.767655 = -695734.480132
  nChanged 130
		SP:Iteration 5Q (51757.790000 sec): 3 clusters
  Score: Raw -699972.598070 + Penalty 4176.767655 = -695795.830415
  nChanged 104
		SP:Iteration 6Q (51758.000000 sec): 3 clusters
  Score: Raw -700025.593353 + Penalty 4176.767655 = -695848.825698
  nChanged 107
		SP:Iteration 7Q (51758.170000 sec): 3 clusters
  Score: Raw -700083.269677 + Penalty 4176.767655 = -695906.502022
  nChanged 100
		SP:Iteration 8Q (51758.380000 sec): 3 clusters
  Score: Raw -700138.468156 + Penalty 4176.767655 = -695961.700500
  nChanged 94
		SP:Iteration 9Q (51758.580000 sec): 3 clusters
  Score: Raw -700178.746078 + Penalty 4176.767655 = -696001.978423
  nChanged 73
		SP:Iteration 10Q (51758.810000 sec): 3 clusters
  Score: Raw -700207.406950 + Penalty 4176.767655 = -696030.639294
  nChanged 51
		SP:Iteration 11Q (51759.050000 sec): 3 clusters
  Score: Raw -700229.032484 + Penalty 4176.767655 = -696052.264828
  nChanged 57
		SP:Iteration 12Q (51759.200000 sec): 3 clusters
  Score: Raw -700257.241818 + Penalty 4176.767655 = -696080.474163
  nChanged 60
		SP:Iteration 13Q (51759.330000 sec): 3 clusters
  Score: Raw -700288.684382 + Penalty 4176.767655 = -696111.916727
  nChanged 55
		SP:Iteration 14Q (51759.590000 sec): 3 clusters
  Score: Raw -700311.573192 + Penalty 4176.767655 = -696134.805536
  nChanged 52
		SP:Iteration 15Q (51759.800000 sec): 3 clusters
  Score: Raw -700330.951493 + Penalty 4176.767655 = -696154.183838
  nChanged 40
		SP:Iteration 16Q (51760.000000 sec): 3 clusters
  Score: Raw -700345.650647 + Penalty 4176.767655 = -696168.882992
  nChanged 33
		SP:Iteration 17Q (51760.250000 sec): 3 clusters
  Score: Raw -700355.899856 + Penalty 4176.767655 = -696179.132201
  nChanged 25
		SP:Iteration 18Q (51760.500000 sec): 3 clusters
  Score: Raw -700364.976285 + Penalty 4176.767655 = -696188.208630
  nChanged 31
		SP:Iteration 19Q (51760.710000 sec): 3 clusters
  Score: Raw -700377.311743 + Penalty 4176.767655 = -696200.544088
  nChanged 27
		SP:Iteration 20F (51760.870000 sec): 3 clusters
  Score: Raw -700388.412322 + Penalty 4176.767655 = -696211.644667
  nChanged 29
		SP:Iteration 21Q (51761.100000 sec): 3 clusters
  Score: Raw -700400.089958 + Penalty 4176.767655 = -696223.322303
  nChanged 29
		SP:Iteration 22Q (51761.290000 sec): 3 clusters
  Score: Raw -700411.674513 + Penalty 4176.767655 = -696234.906857
  nChanged 32
		SP:Iteration 23Q (51761.500000 sec): 3 clusters
  Score: Raw -700423.191882 + Penalty 4176.767655 = -696246.424226
  nChanged 19
		SP:Iteration 24Q (51761.700000 sec): 3 clusters
  Score: Raw -700430.405261 + Penalty 4176.767655 = -696253.637605
  nChanged 19
		SP:Iteration 25Q (51761.910000 sec): 3 clusters
  Score: Raw -700436.898647 + Penalty 4176.767655 = -696260.130991
  nChanged 17
		SP:Iteration 26Q (51762.130000 sec): 3 clusters
  Score: Raw -700443.012091 + Penalty 4176.767655 = -696266.244435
  nChanged 11
		SP:Iteration 27Q (51762.360000 sec): 3 clusters
  Score: Raw -700445.971778 + Penalty 4176.767655 = -696269.204123
  nChanged 7
		SP:Iteration 28Q (51762.540000 sec): 3 clusters
  Score: Raw -700448.529139 + Penalty 4176.767655 = -696271.761484
  nChanged 8
		SP:Iteration 29Q (51762.750000 sec): 3 clusters
  Score: Raw -700450.184024 + Penalty 4176.767655 = -696273.416369
  nChanged 8
		SP:Iteration 30Q (51763.000000 sec): 3 clusters
  Score: Raw -700453.120906 + Penalty 4176.767655 = -696276.353251
  nChanged 7
		SP:Iteration 31Q (51763.250000 sec): 3 clusters
  Score: Raw -700455.194539 + Penalty 4176.767655 = -696278.426883
  nChanged 8
		SP:Iteration 32Q (51763.490000 sec): 3 clusters
  Score: Raw -700457.106195 + Penalty 4176.767655 = -696280.338540
  nChanged 9
		SP:Iteration 33Q (51763.650000 sec): 3 clusters
  Score: Raw -700460.239891 + Penalty 4176.767655 = -696283.472236
  nChanged 13
		SP:Iteration 34Q (51763.830000 sec): 3 clusters
  Score: Raw -700464.280915 + Penalty 4176.767655 = -696287.513260
  nChanged 10
		SP:Iteration 35Q (51764.070000 sec): 3 clusters
  Score: Raw -700467.782687 + Penalty 4176.767655 = -696291.015031
  nChanged 10
		SP:Iteration 36Q (51764.270000 sec): 3 clusters
  Score: Raw -700470.100566 + Penalty 4176.767655 = -696293.332910
  nChanged 4
		SP:Iteration 37Q (51764.520000 sec): 3 clusters
  Score: Raw -700471.128978 + Penalty 4176.767655 = -696294.361322
  nChanged 3
		SP:Iteration 38Q (51764.750000 sec): 3 clusters
  Score: Raw -700472.353742 + Penalty 4176.767655 = -696295.586086
  nChanged 3
		SP:Iteration 39Q (51764.940000 sec): 3 clusters
  Score: Raw -700473.610398 + Penalty 4176.767655 = -696296.842742
  nChanged 5
		SP:Iteration 40F (51765.170000 sec): 3 clusters
  Score: Raw -700474.903244 + Penalty 4176.767655 = -696298.135588
  nChanged 4
		SP:Iteration 41Q (51765.360000 sec): 3 clusters
  Score: Raw -700475.721878 + Penalty 4176.767655 = -696298.954223
  nChanged 3
		SP:Iteration 42Q (51765.500000 sec): 3 clusters
  Score: Raw -700476.328545 + Penalty 4176.767655 = -696299.560890
  nChanged 2
		SP:Iteration 43Q (51765.690000 sec): 3 clusters
  Score: Raw -700476.662340 + Penalty 4176.767655 = -696299.894685
  nChanged 2
		SP:Iteration 44Q (51765.800000 sec): 3 clusters
  Score: Raw -700476.812584 + Penalty 4176.767655 = -696300.044928
  nChanged 1
		SP:Iteration 45Q (51765.990000 sec): 3 clusters
  Score: Raw -700477.014235 + Penalty 4176.767655 = -696300.246579
  nChanged 1
		SP:Iteration 46Q (51766.170000 sec): 3 clusters
  Score: Raw -700477.310465 + Penalty 4176.767655 = -696300.542809
  nChanged 0
		SP:Iteration 47F (51766.360000 sec): 3 clusters
  Score: Raw -700477.310465 + Penalty 4176.767655 = -696300.542809
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (2217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51766.460000 sec): 2 clusters
  Score: Raw -343640.462759 + Penalty 1910.569732 = -341729.893027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51766.570000 sec): 3 clusters
  Score: Raw -342784.428780 + Penalty 3821.139464 = -338963.289316
  nChanged 715
		SP:Iteration 1F (51766.750000 sec): 3 clusters
  Score: Raw -343307.131557 + Penalty 3821.139464 = -339485.992093
  nChanged 197
		SP:Iteration 2F (51766.930000 sec): 3 clusters
  Score: Raw -343500.157465 + Penalty 3821.139464 = -339679.018001
  nChanged 114
		SP:Iteration 3F (51767.070000 sec): 3 clusters
  Score: Raw -343606.773104 + Penalty 3821.139464 = -339785.633640
  nChanged 81
		SP:Iteration 4Q (51767.210000 sec): 3 clusters
  Score: Raw -343686.687829 + Penalty 3821.139464 = -339865.548365
  nChanged 71
		SP:Iteration 5Q (51767.350000 sec): 3 clusters
  Score: Raw -343751.896337 + Penalty 3821.139464 = -339930.756873
  nChanged 48
		SP:Iteration 6Q (51767.490000 sec): 3 clusters
  Score: Raw -343802.793500 + Penalty 3821.139464 = -339981.654036
  nChanged 50
		SP:Iteration 7Q (51767.650000 sec): 3 clusters
  Score: Raw -343858.221649 + Penalty 3821.139464 = -340037.082186
  nChanged 49
		SP:Iteration 8Q (51767.800000 sec): 3 clusters
  Score: Raw -343894.315501 + Penalty 3821.139464 = -340073.176037
  nChanged 26
		SP:Iteration 9Q (51767.950000 sec): 3 clusters
  Score: Raw -343911.502023 + Penalty 3821.139464 = -340090.362559
  nChanged 24
		SP:Iteration 10Q (51768.090000 sec): 3 clusters
  Score: Raw -343926.599563 + Penalty 3821.139464 = -340105.460099
  nChanged 16
		SP:Iteration 11Q (51768.240000 sec): 3 clusters
  Score: Raw -343937.816924 + Penalty 3821.139464 = -340116.677460
  nChanged 11
		SP:Iteration 12Q (51768.370000 sec): 3 clusters
  Score: Raw -343946.086124 + Penalty 3821.139464 = -340124.946660
  nChanged 20
		SP:Iteration 13Q (51768.510000 sec): 3 clusters
  Score: Raw -343961.190582 + Penalty 3821.139464 = -340140.051118
  nChanged 20
		SP:Iteration 14Q (51768.660000 sec): 3 clusters
  Score: Raw -343974.396440 + Penalty 3821.139464 = -340153.256976
  nChanged 17
		SP:Iteration 15Q (51768.850000 sec): 3 clusters
  Score: Raw -343987.283397 + Penalty 3821.139464 = -340166.143933
  nChanged 12
		SP:Iteration 16Q (51768.950000 sec): 3 clusters
  Score: Raw -343997.743390 + Penalty 3821.139464 = -340176.603926
  nChanged 14
		SP:Iteration 17Q (51769.100000 sec): 3 clusters
  Score: Raw -344009.773474 + Penalty 3821.139464 = -340188.634010
  nChanged 15
		SP:Iteration 18Q (51769.220000 sec): 3 clusters
  Score: Raw -344020.161686 + Penalty 3821.139464 = -340199.022222
  nChanged 12
		SP:Iteration 19Q (51769.410000 sec): 3 clusters
  Score: Raw -344028.873021 + Penalty 3821.139464 = -340207.733557
  nChanged 11
		SP:Iteration 20F (51769.540000 sec): 3 clusters
  Score: Raw -344038.821080 + Penalty 3821.139464 = -340217.681616
  nChanged 14
		SP:Iteration 21Q (51769.720000 sec): 3 clusters
  Score: Raw -344050.979025 + Penalty 3821.139464 = -340229.839561
  nChanged 13
		SP:Iteration 22Q (51769.870000 sec): 3 clusters
  Score: Raw -344065.406822 + Penalty 3821.139464 = -340244.267358
  nChanged 12
		SP:Iteration 23Q (51770.030000 sec): 3 clusters
  Score: Raw -344072.553668 + Penalty 3821.139464 = -340251.414204
  nChanged 9
		SP:Iteration 24Q (51770.170000 sec): 3 clusters
  Score: Raw -344078.759179 + Penalty 3821.139464 = -340257.619715
  nChanged 13
		SP:Iteration 25Q (51770.340000 sec): 3 clusters
  Score: Raw -344089.444153 + Penalty 3821.139464 = -340268.304689
  nChanged 10
		SP:Iteration 26Q (51770.510000 sec): 3 clusters
  Score: Raw -344096.602128 + Penalty 3821.139464 = -340275.462664
  nChanged 10
		SP:Iteration 27Q (51770.640000 sec): 3 clusters
  Score: Raw -344102.564316 + Penalty 3821.139464 = -340281.424852
  nChanged 9
		SP:Iteration 28Q (51770.820000 sec): 3 clusters
  Score: Raw -344108.326835 + Penalty 3821.139464 = -340287.187371
  nChanged 12
		SP:Iteration 29Q (51770.990000 sec): 3 clusters
  Score: Raw -344115.004013 + Penalty 3821.139464 = -340293.864550
  nChanged 5
		SP:Iteration 30Q (51771.170000 sec): 3 clusters
  Score: Raw -344117.634692 + Penalty 3821.139464 = -340296.495228
  nChanged 6
		SP:Iteration 31Q (51771.350000 sec): 3 clusters
  Score: Raw -344120.973650 + Penalty 3821.139464 = -340299.834186
  nChanged 4
		SP:Iteration 32Q (51771.520000 sec): 3 clusters
  Score: Raw -344123.077561 + Penalty 3821.139464 = -340301.938097
  nChanged 4
		SP:Iteration 33Q (51771.700000 sec): 3 clusters
  Score: Raw -344124.403528 + Penalty 3821.139464 = -340303.264064
  nChanged 2
		SP:Iteration 34Q (51771.880000 sec): 3 clusters
  Score: Raw -344125.943842 + Penalty 3821.139464 = -340304.804378
  nChanged 3
		SP:Iteration 35Q (51772.050000 sec): 3 clusters
  Score: Raw -344126.565720 + Penalty 3821.139464 = -340305.426256
  nChanged 1
		SP:Iteration 36Q (51772.190000 sec): 3 clusters
  Score: Raw -344127.381565 + Penalty 3821.139464 = -340306.242101
  nChanged 2
		SP:Iteration 37Q (51772.330000 sec): 3 clusters
  Score: Raw -344128.854696 + Penalty 3821.139464 = -340307.715232
  nChanged 5
		SP:Iteration 38Q (51772.470000 sec): 3 clusters
  Score: Raw -344131.644962 + Penalty 3821.139464 = -340310.505498
  nChanged 4
		SP:Iteration 39Q (51772.620000 sec): 3 clusters
  Score: Raw -344134.122326 + Penalty 3821.139464 = -340312.982862
  nChanged 2
		SP:Iteration 40F (51772.760000 sec): 3 clusters
  Score: Raw -344135.624454 + Penalty 3821.139464 = -340314.484990
  nChanged 1
		SP:Iteration 41Q (51772.900000 sec): 3 clusters
  Score: Raw -344136.213033 + Penalty 3821.139464 = -340315.073569
  nChanged 2
		SP:Iteration 42Q (51773.080000 sec): 3 clusters
  Score: Raw -344137.644809 + Penalty 3821.139464 = -340316.505345
  nChanged 4
		SP:Iteration 43Q (51773.210000 sec): 3 clusters
  Score: Raw -344139.619700 + Penalty 3821.139464 = -340318.480236
  nChanged 3
		SP:Iteration 44Q (51773.360000 sec): 3 clusters
  Score: Raw -344141.338407 + Penalty 3821.139464 = -340320.198943
  nChanged 0
		SP:Iteration 45F (51773.510000 sec): 3 clusters
  Score: Raw -344141.338407 + Penalty 3821.139464 = -340320.198943
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (3223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51773.620000 sec): 2 clusters
  Score: Raw -503220.466548 + Penalty 2003.360835 = -501217.105713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51773.830000 sec): 3 clusters
  Score: Raw -501867.168551 + Penalty 4006.721669 = -497860.446882
  nChanged 1153
		SP:Iteration 1F (51774.000000 sec): 3 clusters
  Score: Raw -502549.761679 + Penalty 4006.721669 = -498543.040010
  nChanged 232
		SP:Iteration 2F (51774.170000 sec): 3 clusters
  Score: Raw -502711.575723 + Penalty 4006.721669 = -498704.854053
  nChanged 151
		SP:Iteration 3Q (51774.360000 sec): 3 clusters
  Score: Raw -502813.233363 + Penalty 4006.721669 = -498806.511693
  nChanged 109
		SP:Iteration 4Q (51774.640000 sec): 3 clusters
  Score: Raw -502878.005167 + Penalty 4006.721669 = -498871.283498
  nChanged 81
		SP:Iteration 5Q (51774.800000 sec): 3 clusters
  Score: Raw -502925.187609 + Penalty 4006.721669 = -498918.465939
  nChanged 78
		SP:Iteration 6Q (51774.990000 sec): 3 clusters
  Score: Raw -502980.687783 + Penalty 4006.721669 = -498973.966114
  nChanged 81
		SP:Iteration 7Q (51775.230000 sec): 3 clusters
  Score: Raw -503031.736414 + Penalty 4006.721669 = -499025.014745
  nChanged 66
		SP:Iteration 8Q (51775.400000 sec): 3 clusters
  Score: Raw -503070.285610 + Penalty 4006.721669 = -499063.563941
  nChanged 59
		SP:Iteration 9Q (51775.550000 sec): 3 clusters
  Score: Raw -503099.889669 + Penalty 4006.721669 = -499093.168000
  nChanged 45
		SP:Iteration 10Q (51775.680000 sec): 3 clusters
  Score: Raw -503126.367177 + Penalty 4006.721669 = -499119.645508
  nChanged 46
		SP:Iteration 11Q (51775.860000 sec): 3 clusters
  Score: Raw -503151.273527 + Penalty 4006.721669 = -499144.551858
  nChanged 41
		SP:Iteration 12Q (51776.040000 sec): 3 clusters
  Score: Raw -503172.293216 + Penalty 4006.721669 = -499165.571547
  nChanged 43
		SP:Iteration 13Q (51776.200000 sec): 3 clusters
  Score: Raw -503194.631458 + Penalty 4006.721669 = -499187.909788
  nChanged 39
		SP:Iteration 14Q (51776.360000 sec): 3 clusters
  Score: Raw -503215.338402 + Penalty 4006.721669 = -499208.616733
  nChanged 32
		SP:Iteration 15Q (51776.500000 sec): 3 clusters
  Score: Raw -503233.618609 + Penalty 4006.721669 = -499226.896940
  nChanged 32
		SP:Iteration 16Q (51776.650000 sec): 3 clusters
  Score: Raw -503251.169472 + Penalty 4006.721669 = -499244.447803
  nChanged 27
		SP:Iteration 17Q (51776.800000 sec): 3 clusters
  Score: Raw -503261.698638 + Penalty 4006.721669 = -499254.976969
  nChanged 23
		SP:Iteration 18Q (51776.920000 sec): 3 clusters
  Score: Raw -503272.179205 + Penalty 4006.721669 = -499265.457536
  nChanged 15
		SP:Iteration 19Q (51777.100000 sec): 3 clusters
  Score: Raw -503277.940943 + Penalty 4006.721669 = -499271.219273
  nChanged 10
		SP:Iteration 20F (51777.230000 sec): 3 clusters
  Score: Raw -503280.881435 + Penalty 4006.721669 = -499274.159766
  nChanged 8
		SP:Iteration 21Q (51777.380000 sec): 3 clusters
  Score: Raw -503285.044435 + Penalty 4006.721669 = -499278.322765
  nChanged 8
		SP:Iteration 22Q (51777.560000 sec): 3 clusters
  Score: Raw -503289.127950 + Penalty 4006.721669 = -499282.406281
  nChanged 10
		SP:Iteration 23Q (51777.750000 sec): 3 clusters
  Score: Raw -503294.243819 + Penalty 4006.721669 = -499287.522150
  nChanged 10
		SP:Iteration 24Q (51777.860000 sec): 3 clusters
  Score: Raw -503298.972089 + Penalty 4006.721669 = -499292.250420
  nChanged 10
		SP:Iteration 25Q (51778.010000 sec): 3 clusters
  Score: Raw -503305.515682 + Penalty 4006.721669 = -499298.794012
  nChanged 11
		SP:Iteration 26Q (51778.190000 sec): 3 clusters
  Score: Raw -503313.244731 + Penalty 4006.721669 = -499306.523062
  nChanged 14
		SP:Iteration 27Q (51778.380000 sec): 3 clusters
  Score: Raw -503323.349193 + Penalty 4006.721669 = -499316.627524
  nChanged 22
		SP:Iteration 28Q (51778.620000 sec): 3 clusters
  Score: Raw -503334.129295 + Penalty 4006.721669 = -499327.407626
  nChanged 26
		SP:Iteration 29Q (51778.800000 sec): 3 clusters
  Score: Raw -503348.392893 + Penalty 4006.721669 = -499341.671224
  nChanged 22
		SP:Iteration 30Q (51779.000000 sec): 3 clusters
  Score: Raw -503358.140757 + Penalty 4006.721669 = -499351.419088
  nChanged 17
		SP:Iteration 31Q (51779.230000 sec): 3 clusters
  Score: Raw -503368.739324 + Penalty 4006.721669 = -499362.017655
  nChanged 17
		SP:Iteration 32Q (51779.440000 sec): 3 clusters
  Score: Raw -503376.407753 + Penalty 4006.721669 = -499369.686084
  nChanged 10
		SP:Iteration 33Q (51779.590000 sec): 3 clusters
  Score: Raw -503381.126652 + Penalty 4006.721669 = -499374.404982
  nChanged 8
		SP:Iteration 34Q (51779.740000 sec): 3 clusters
  Score: Raw -503385.653338 + Penalty 4006.721669 = -499378.931669
  nChanged 13
		SP:Iteration 35Q (51779.920000 sec): 3 clusters
  Score: Raw -503391.553625 + Penalty 4006.721669 = -499384.831956
  nChanged 12
		SP:Iteration 36Q (51780.110000 sec): 3 clusters
  Score: Raw -503396.805130 + Penalty 4006.721669 = -499390.083461
  nChanged 13
		SP:Iteration 37Q (51780.260000 sec): 3 clusters
  Score: Raw -503404.227009 + Penalty 4006.721669 = -499397.505339
  nChanged 7
		SP:Iteration 38Q (51780.420000 sec): 3 clusters
  Score: Raw -503406.081394 + Penalty 4006.721669 = -499399.359725
  nChanged 1
		SP:Iteration 39Q (51780.580000 sec): 3 clusters
  Score: Raw -503406.594972 + Penalty 4006.721669 = -499399.873303
  nChanged 2
		SP:Iteration 40F (51780.740000 sec): 3 clusters
  Score: Raw -503407.501298 + Penalty 4006.721669 = -499400.779628
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51780.800000 sec): 2 clusters
  Score: Raw -99288.311565 + Penalty 1618.933564 = -97669.378002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51780.940000 sec): 3 clusters
  Score: Raw -99310.115359 + Penalty 3237.867127 = -96072.248232
  nChanged 160
		SP:Iteration 1F (51781.090000 sec): 3 clusters
  Score: Raw -99564.614998 + Penalty 3237.867127 = -96326.747871
  nChanged 60
		SP:Iteration 2F (51781.230000 sec): 3 clusters
  Score: Raw -99711.462010 + Penalty 3237.867127 = -96473.594883
  nChanged 41
		SP:Iteration 3F (51781.390000 sec): 3 clusters
  Score: Raw -99804.527126 + Penalty 3237.867127 = -96566.659999
  nChanged 34
		SP:Iteration 4Q (51781.490000 sec): 3 clusters
  Score: Raw -99891.673480 + Penalty 3237.867127 = -96653.806353
  nChanged 33
		SP:Iteration 5Q (51781.660000 sec): 3 clusters
  Score: Raw -99977.082667 + Penalty 3237.867127 = -96739.215540
  nChanged 27
		SP:Iteration 6Q (51781.840000 sec): 3 clusters
  Score: Raw -100058.167725 + Penalty 3237.867127 = -96820.300598
  nChanged 13
		SP:Iteration 7Q (51781.960000 sec): 3 clusters
  Score: Raw -100133.487870 + Penalty 3237.867127 = -96895.620743
  nChanged 14
		SP:Iteration 8Q (51782.090000 sec): 3 clusters
  Score: Raw -100176.945013 + Penalty 3237.867127 = -96939.077885
  nChanged 8
		SP:Iteration 9Q (51782.220000 sec): 3 clusters
  Score: Raw -100199.793283 + Penalty 3237.867127 = -96961.926156
  nChanged 8
		SP:Iteration 10Q (51782.360000 sec): 3 clusters
  Score: Raw -100224.501697 + Penalty 3237.867127 = -96986.634570
  nChanged 6
		SP:Iteration 11Q (51782.500000 sec): 3 clusters
  Score: Raw -100261.873872 + Penalty 3237.867127 = -97024.006745
  nChanged 5
		SP:Iteration 12Q (51782.600000 sec): 3 clusters
  Score: Raw -100276.836492 + Penalty 3237.867127 = -97038.969365
  nChanged 2
		SP:Iteration 13Q (51782.730000 sec): 3 clusters
  Score: Raw -100281.094668 + Penalty 3237.867127 = -97043.227541
  nChanged 0
		SP:Iteration 14F (51782.860000 sec): 3 clusters
  Score: Raw -100281.094668 + Penalty 3237.867127 = -97043.227541
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (4500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51782.970000 sec): 2 clusters
  Score: Raw -600537.215505 + Penalty 2086.134504 = -598451.081001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51783.150000 sec): 3 clusters
  Score: Raw -598496.879509 + Penalty 4172.269007 = -594324.610502
  nChanged 1716
		SP:Iteration 1F (51783.360000 sec): 3 clusters
  Score: Raw -599892.790358 + Penalty 4172.269007 = -595720.521350
  nChanged 481
		SP:Iteration 2F (51783.530000 sec): 3 clusters
  Score: Raw -600521.564605 + Penalty 4172.269007 = -596349.295598
  nChanged 417
		SP:Iteration 3F (51783.700000 sec): 3 clusters
  Score: Raw -601055.169733 + Penalty 4172.269007 = -596882.900725
  nChanged 317
		SP:Iteration 4F (51783.920000 sec): 3 clusters
  Score: Raw -601438.988847 + Penalty 4172.269007 = -597266.719840
  nChanged 252
		SP:Iteration 5F (51784.110000 sec): 3 clusters
  Score: Raw -601730.264272 + Penalty 4172.269007 = -597557.995265
  nChanged 167
		SP:Iteration 6Q (51784.310000 sec): 3 clusters
  Score: Raw -601891.241706 + Penalty 4172.269007 = -597718.972699
  nChanged 120
		SP:Iteration 7Q (51784.490000 sec): 3 clusters
  Score: Raw -601990.724397 + Penalty 4172.269007 = -597818.455390
  nChanged 93
		SP:Iteration 8Q (51784.690000 sec): 3 clusters
  Score: Raw -602060.599737 + Penalty 4172.269007 = -597888.330730
  nChanged 67
		SP:Iteration 9Q (51784.930000 sec): 3 clusters
  Score: Raw -602096.963000 + Penalty 4172.269007 = -597924.693993
  nChanged 46
		SP:Iteration 10Q (51785.130000 sec): 3 clusters
  Score: Raw -602118.812794 + Penalty 4172.269007 = -597946.543786
  nChanged 32
		SP:Iteration 11Q (51785.360000 sec): 3 clusters
  Score: Raw -602136.969419 + Penalty 4172.269007 = -597964.700412
  nChanged 30
		SP:Iteration 12Q (51785.580000 sec): 3 clusters
  Score: Raw -602155.812044 + Penalty 4172.269007 = -597983.543037
  nChanged 23
		SP:Iteration 13Q (51785.720000 sec): 3 clusters
  Score: Raw -602163.998414 + Penalty 4172.269007 = -597991.729407
  nChanged 16
		SP:Iteration 14Q (51785.920000 sec): 3 clusters
  Score: Raw -602171.145570 + Penalty 4172.269007 = -597998.876563
  nChanged 10
		SP:Iteration 15Q (51786.080000 sec): 3 clusters
  Score: Raw -602174.900386 + Penalty 4172.269007 = -598002.631379
  nChanged 8
		SP:Iteration 16Q (51786.240000 sec): 3 clusters
  Score: Raw -602178.356467 + Penalty 4172.269007 = -598006.087460
  nChanged 9
		SP:Iteration 17Q (51786.440000 sec): 3 clusters
  Score: Raw -602182.646875 + Penalty 4172.269007 = -598010.377867
  nChanged 9
		SP:Iteration 18Q (51786.620000 sec): 3 clusters
  Score: Raw -602187.718709 + Penalty 4172.269007 = -598015.449702
  nChanged 14
		SP:Iteration 19Q (51786.810000 sec): 3 clusters
  Score: Raw -602196.046572 + Penalty 4172.269007 = -598023.777565
  nChanged 17
		SP:Iteration 20F (51786.940000 sec): 3 clusters
  Score: Raw -602208.873391 + Penalty 4172.269007 = -598036.604383
  nChanged 20
		SP:Iteration 21Q (51787.130000 sec): 3 clusters
  Score: Raw -602222.153757 + Penalty 4172.269007 = -598049.884749
  nChanged 32
		SP:Iteration 22Q (51787.310000 sec): 3 clusters
  Score: Raw -602240.478237 + Penalty 4172.269007 = -598068.209229
  nChanged 29
		SP:Iteration 23Q (51787.430000 sec): 3 clusters
  Score: Raw -602250.934776 + Penalty 4172.269007 = -598078.665769
  nChanged 14
		SP:Iteration 24Q (51787.590000 sec): 3 clusters
  Score: Raw -602261.847109 + Penalty 4172.269007 = -598089.578102
  nChanged 17
		SP:Iteration 25Q (51787.820000 sec): 3 clusters
  Score: Raw -602271.201427 + Penalty 4172.269007 = -598098.932419
  nChanged 24
		SP:Iteration 26Q (51788.020000 sec): 3 clusters
  Score: Raw -602283.916601 + Penalty 4172.269007 = -598111.647594
  nChanged 17
		SP:Iteration 27Q (51788.220000 sec): 3 clusters
  Score: Raw -602292.145243 + Penalty 4172.269007 = -598119.876236
  nChanged 13
		SP:Iteration 28Q (51788.380000 sec): 3 clusters
  Score: Raw -602298.407653 + Penalty 4172.269007 = -598126.138646
  nChanged 16
		SP:Iteration 29Q (51788.540000 sec): 3 clusters
  Score: Raw -602306.412164 + Penalty 4172.269007 = -598134.143157
  nChanged 9
		SP:Iteration 30Q (51788.780000 sec): 3 clusters
  Score: Raw -602310.494804 + Penalty 4172.269007 = -598138.225797
  nChanged 7
		SP:Iteration 31Q (51788.980000 sec): 3 clusters
  Score: Raw -602311.916376 + Penalty 4172.269007 = -598139.647369
  nChanged 3
		SP:Iteration 32Q (51789.160000 sec): 3 clusters
  Score: Raw -602312.583770 + Penalty 4172.269007 = -598140.314763
  nChanged 4
		SP:Iteration 33Q (51789.300000 sec): 3 clusters
  Score: Raw -602313.832304 + Penalty 4172.269007 = -598141.563297
  nChanged 3
		SP:Iteration 34Q (51789.450000 sec): 3 clusters
  Score: Raw -602314.937300 + Penalty 4172.269007 = -598142.668293
  nChanged 3
		SP:Iteration 35Q (51789.600000 sec): 3 clusters
  Score: Raw -602316.492591 + Penalty 4172.269007 = -598144.223584
  nChanged 3
		SP:Iteration 36Q (51789.860000 sec): 3 clusters
  Score: Raw -602317.463347 + Penalty 4172.269007 = -598145.194340
  nChanged 5
		SP:Iteration 37Q (51789.990000 sec): 3 clusters
  Score: Raw -602318.643686 + Penalty 4172.269007 = -598146.374679
  nChanged 4
		SP:Iteration 38Q (51790.150000 sec): 3 clusters
  Score: Raw -602320.154072 + Penalty 4172.269007 = -598147.885065
  nChanged 1
		SP:Iteration 39Q (51790.410000 sec): 3 clusters
  Score: Raw -602320.636492 + Penalty 4172.269007 = -598148.367485
  nChanged 3
		SP:Iteration 40F (51790.610000 sec): 3 clusters
  Score: Raw -602321.359307 + Penalty 4172.269007 = -598149.090300
  nChanged 3
		SP:Iteration 41Q (51790.810000 sec): 3 clusters
  Score: Raw -602322.354985 + Penalty 4172.269007 = -598150.085978
  nChanged 3
		SP:Iteration 42Q (51790.970000 sec): 3 clusters
  Score: Raw -602323.050558 + Penalty 4172.269007 = -598150.781551
  nChanged 2
		SP:Iteration 43Q (51791.140000 sec): 3 clusters
  Score: Raw -602323.501103 + Penalty 4172.269007 = -598151.232095
  nChanged 3
		SP:Iteration 44Q (51791.300000 sec): 3 clusters
  Score: Raw -602324.580138 + Penalty 4172.269007 = -598152.311131
  nChanged 5
		SP:Iteration 45Q (51791.490000 sec): 3 clusters
  Score: Raw -602326.519046 + Penalty 4172.269007 = -598154.250039
  nChanged 6
		SP:Iteration 46Q (51791.680000 sec): 3 clusters
  Score: Raw -602329.558890 + Penalty 4172.269007 = -598157.289883
  nChanged 5
		SP:Iteration 47Q (51791.870000 sec): 3 clusters
  Score: Raw -602331.410737 + Penalty 4172.269007 = -598159.141730
  nChanged 6
		SP:Iteration 48Q (51792.070000 sec): 3 clusters
  Score: Raw -602334.007889 + Penalty 4172.269007 = -598161.738882
  nChanged 1
		SP:Iteration 49Q (51792.210000 sec): 3 clusters
  Score: Raw -602334.348559 + Penalty 4172.269007 = -598162.079552
  nChanged 0
		SP:Iteration 50F (51792.410000 sec): 3 clusters
  Score: Raw -602334.348559 + Penalty 4172.269007 = -598162.079552
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (3486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51792.500000 sec): 2 clusters
  Score: Raw -549556.855741 + Penalty 2022.814536 = -547534.041205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51792.660000 sec): 3 clusters
  Score: Raw -548070.767628 + Penalty 4045.629072 = -544025.138556
  nChanged 1251
		SP:Iteration 1F (51792.850000 sec): 3 clusters
  Score: Raw -548879.900226 + Penalty 4045.629072 = -544834.271154
  nChanged 300
		SP:Iteration 2F (51793.050000 sec): 3 clusters
  Score: Raw -549090.759428 + Penalty 4045.629072 = -545045.130356
  nChanged 162
		SP:Iteration 3Q (51793.240000 sec): 3 clusters
  Score: Raw -549193.773985 + Penalty 4045.629072 = -545148.144913
  nChanged 103
		SP:Iteration 4Q (51793.420000 sec): 3 clusters
  Score: Raw -549255.435928 + Penalty 4045.629072 = -545209.806856
  nChanged 88
		SP:Iteration 5Q (51793.590000 sec): 3 clusters
  Score: Raw -549303.608408 + Penalty 4045.629072 = -545257.979336
  nChanged 66
		SP:Iteration 6Q (51793.730000 sec): 3 clusters
  Score: Raw -549333.893317 + Penalty 4045.629072 = -545288.264245
  nChanged 30
		SP:Iteration 7Q (51793.910000 sec): 3 clusters
  Score: Raw -549345.339837 + Penalty 4045.629072 = -545299.710765
  nChanged 27
		SP:Iteration 8Q (51794.110000 sec): 3 clusters
  Score: Raw -549358.472217 + Penalty 4045.629072 = -545312.843144
  nChanged 33
		SP:Iteration 9Q (51794.240000 sec): 3 clusters
  Score: Raw -549374.552961 + Penalty 4045.629072 = -545328.923888
  nChanged 35
		SP:Iteration 10Q (51794.390000 sec): 3 clusters
  Score: Raw -549390.620672 + Penalty 4045.629072 = -545344.991600
  nChanged 29
		SP:Iteration 11Q (51794.580000 sec): 3 clusters
  Score: Raw -549407.577212 + Penalty 4045.629072 = -545361.948140
  nChanged 35
		SP:Iteration 12Q (51794.730000 sec): 3 clusters
  Score: Raw -549427.860538 + Penalty 4045.629072 = -545382.231466
  nChanged 32
		SP:Iteration 13Q (51794.840000 sec): 3 clusters
  Score: Raw -549444.388013 + Penalty 4045.629072 = -545398.758940
  nChanged 44
		SP:Iteration 14Q (51795.050000 sec): 3 clusters
  Score: Raw -549470.288628 + Penalty 4045.629072 = -545424.659556
  nChanged 45
		SP:Iteration 15Q (51795.240000 sec): 3 clusters
  Score: Raw -549490.009228 + Penalty 4045.629072 = -545444.380155
  nChanged 29
		SP:Iteration 16Q (51795.400000 sec): 3 clusters
  Score: Raw -549506.594178 + Penalty 4045.629072 = -545460.965106
  nChanged 29
		SP:Iteration 17Q (51795.530000 sec): 3 clusters
  Score: Raw -549522.239211 + Penalty 4045.629072 = -545476.610139
  nChanged 24
		SP:Iteration 18Q (51795.670000 sec): 3 clusters
  Score: Raw -549531.419364 + Penalty 4045.629072 = -545485.790292
  nChanged 25
		SP:Iteration 19Q (51795.860000 sec): 3 clusters
  Score: Raw -549542.767906 + Penalty 4045.629072 = -545497.138834
  nChanged 25
		SP:Iteration 20F (51795.990000 sec): 3 clusters
  Score: Raw -549554.738166 + Penalty 4045.629072 = -545509.109093
  nChanged 29
		SP:Iteration 21Q (51796.180000 sec): 3 clusters
  Score: Raw -549568.030128 + Penalty 4045.629072 = -545522.401056
  nChanged 32
		SP:Iteration 22Q (51796.310000 sec): 3 clusters
  Score: Raw -549584.355422 + Penalty 4045.629072 = -545538.726350
  nChanged 43
		SP:Iteration 23Q (51796.460000 sec): 3 clusters
  Score: Raw -549604.934255 + Penalty 4045.629072 = -545559.305183
  nChanged 38
		SP:Iteration 24Q (51796.610000 sec): 3 clusters
  Score: Raw -549625.063834 + Penalty 4045.629072 = -545579.434762
  nChanged 36
		SP:Iteration 25Q (51796.780000 sec): 3 clusters
  Score: Raw -549643.453331 + Penalty 4045.629072 = -545597.824258
  nChanged 40
		SP:Iteration 26Q (51796.940000 sec): 3 clusters
  Score: Raw -549666.136154 + Penalty 4045.629072 = -545620.507082
  nChanged 42
		SP:Iteration 27Q (51797.130000 sec): 3 clusters
  Score: Raw -549687.987403 + Penalty 4045.629072 = -545642.358331
  nChanged 34
		SP:Iteration 28Q (51797.240000 sec): 3 clusters
  Score: Raw -549705.085776 + Penalty 4045.629072 = -545659.456704
  nChanged 32
		SP:Iteration 29Q (51797.440000 sec): 3 clusters
  Score: Raw -549720.071032 + Penalty 4045.629072 = -545674.441959
  nChanged 31
		SP:Iteration 30Q (51797.550000 sec): 3 clusters
  Score: Raw -549736.376711 + Penalty 4045.629072 = -545690.747639
  nChanged 34
		SP:Iteration 31Q (51797.750000 sec): 3 clusters
  Score: Raw -549756.363461 + Penalty 4045.629072 = -545710.734389
  nChanged 34
		SP:Iteration 32Q (51797.910000 sec): 3 clusters
  Score: Raw -549774.254458 + Penalty 4045.629072 = -545728.625386
  nChanged 35
		SP:Iteration 33Q (51798.030000 sec): 3 clusters
  Score: Raw -549793.136676 + Penalty 4045.629072 = -545747.507604
  nChanged 28
		SP:Iteration 34Q (51798.230000 sec): 3 clusters
  Score: Raw -549811.124845 + Penalty 4045.629072 = -545765.495773
  nChanged 26
		SP:Iteration 35Q (51798.390000 sec): 3 clusters
  Score: Raw -549826.611755 + Penalty 4045.629072 = -545780.982682
  nChanged 29
		SP:Iteration 36Q (51798.550000 sec): 3 clusters
  Score: Raw -549844.228059 + Penalty 4045.629072 = -545798.598987
  nChanged 27
		SP:Iteration 37Q (51798.730000 sec): 3 clusters
  Score: Raw -549866.130535 + Penalty 4045.629072 = -545820.501463
  nChanged 22
		SP:Iteration 38Q (51798.890000 sec): 3 clusters
  Score: Raw -549879.508611 + Penalty 4045.629072 = -545833.879539
  nChanged 14
		SP:Iteration 39Q (51799.080000 sec): 3 clusters
  Score: Raw -549886.110590 + Penalty 4045.629072 = -545840.481517
  nChanged 16
		SP:Iteration 40F (51799.220000 sec): 3 clusters
  Score: Raw -549894.339489 + Penalty 4045.629072 = -545848.710416
  nChanged 13
		SP:Iteration 41Q (51799.350000 sec): 3 clusters
  Score: Raw -549903.548240 + Penalty 4045.629072 = -545857.919168
  nChanged 24
		SP:Iteration 42Q (51799.510000 sec): 3 clusters
  Score: Raw -549918.890535 + Penalty 4045.629072 = -545873.261463
  nChanged 32
		SP:Iteration 43Q (51799.660000 sec): 3 clusters
  Score: Raw -549944.700017 + Penalty 4045.629072 = -545899.070945
  nChanged 41
		SP:Iteration 44Q (51799.830000 sec): 3 clusters
  Score: Raw -549974.453655 + Penalty 4045.629072 = -545928.824583
  nChanged 34
		SP:Iteration 45Q (51800.000000 sec): 3 clusters
  Score: Raw -549997.148865 + Penalty 4045.629072 = -545951.519793
  nChanged 31
		SP:Iteration 46Q (51800.120000 sec): 3 clusters
  Score: Raw -550017.236551 + Penalty 4045.629072 = -545971.607478
  nChanged 21
		SP:Iteration 47Q (51800.310000 sec): 3 clusters
  Score: Raw -550030.120400 + Penalty 4045.629072 = -545984.491328
  nChanged 11
		SP:Iteration 48Q (51800.420000 sec): 3 clusters
  Score: Raw -550036.418911 + Penalty 4045.629072 = -545990.789839
  nChanged 9
		SP:Iteration 49Q (51800.610000 sec): 3 clusters
  Score: Raw -550040.034495 + Penalty 4045.629072 = -545994.405423
  nChanged 5
		SP:Iteration 50Q (51800.720000 sec): 3 clusters
  Score: Raw -550042.981189 + Penalty 4045.629072 = -545997.352117
  nChanged 6
		SP:Iteration 51Q (51800.910000 sec): 3 clusters
  Score: Raw -550046.186412 + Penalty 4045.629072 = -546000.557340
  nChanged 9
		SP:Iteration 52Q (51801.070000 sec): 3 clusters
  Score: Raw -550053.403019 + Penalty 4045.629072 = -546007.773947
  nChanged 10
		SP:Iteration 53Q (51801.260000 sec): 3 clusters
  Score: Raw -550060.218377 + Penalty 4045.629072 = -546014.589305
  nChanged 9
		SP:Iteration 54Q (51801.420000 sec): 3 clusters
  Score: Raw -550065.616300 + Penalty 4045.629072 = -546019.987228
  nChanged 10
		SP:Iteration 55Q (51801.540000 sec): 3 clusters
  Score: Raw -550071.864963 + Penalty 4045.629072 = -546026.235891
  nChanged 11
		SP:Iteration 56Q (51801.700000 sec): 3 clusters
  Score: Raw -550077.708134 + Penalty 4045.629072 = -546032.079062
  nChanged 7
		SP:Iteration 57Q (51801.830000 sec): 3 clusters
  Score: Raw -550082.177830 + Penalty 4045.629072 = -546036.548758
  nChanged 5
		SP:Iteration 58Q (51802.020000 sec): 3 clusters
  Score: Raw -550085.946176 + Penalty 4045.629072 = -546040.317104
  nChanged 4
		SP:Iteration 59Q (51802.170000 sec): 3 clusters
  Score: Raw -550088.907051 + Penalty 4045.629072 = -546043.277979
  nChanged 6
		SP:Iteration 60F (51802.310000 sec): 3 clusters
  Score: Raw -550092.278986 + Penalty 4045.629072 = -546046.649914
  nChanged 3
		SP:Iteration 61Q (51802.500000 sec): 3 clusters
  Score: Raw -550093.487287 + Penalty 4045.629072 = -546047.858215
  nChanged 3
		SP:Iteration 62Q (51802.690000 sec): 3 clusters
  Score: Raw -550094.683495 + Penalty 4045.629072 = -546049.054423
  nChanged 4
		SP:Iteration 63Q (51802.870000 sec): 3 clusters
  Score: Raw -550096.644955 + Penalty 4045.629072 = -546051.015883
  nChanged 5
		SP:Iteration 64Q (51803.040000 sec): 3 clusters
  Score: Raw -550099.115859 + Penalty 4045.629072 = -546053.486787
  nChanged 4
		SP:Iteration 65Q (51803.190000 sec): 3 clusters
  Score: Raw -550100.898385 + Penalty 4045.629072 = -546055.269313
  nChanged 2
		SP:Iteration 66Q (51803.330000 sec): 3 clusters
  Score: Raw -550101.849528 + Penalty 4045.629072 = -546056.220456
  nChanged 0
		SP:Iteration 67F (51803.520000 sec): 3 clusters
  Score: Raw -550101.849528 + Penalty 4045.629072 = -546056.220456
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (9933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51803.660000 sec): 2 clusters
  Score: Raw -1606354.743034 + Penalty 2282.497221 = -1604072.245813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51803.860000 sec): 3 clusters
  Score: Raw -1601020.329664 + Penalty 4564.994442 = -1596455.335222
  nChanged 4102
		SP:Iteration 1F (51804.060000 sec): 3 clusters
  Score: Raw -1603193.894374 + Penalty 4564.994442 = -1598628.899932
  nChanged 571
		SP:Iteration 2F (51804.310000 sec): 3 clusters
  Score: Raw -1603427.387649 + Penalty 4564.994442 = -1598862.393207
  nChanged 428
		SP:Iteration 3Q (51804.520000 sec): 3 clusters
  Score: Raw -1603613.268349 + Penalty 4564.994442 = -1599048.273907
  nChanged 384
		SP:Iteration 4Q (51804.740000 sec): 3 clusters
  Score: Raw -1603787.610592 + Penalty 4564.994442 = -1599222.616150
  nChanged 392
		SP:Iteration 5Q (51804.970000 sec): 3 clusters
  Score: Raw -1603990.925312 + Penalty 4564.994442 = -1599425.930870
  nChanged 380
		SP:Iteration 6Q (51805.140000 sec): 3 clusters
  Score: Raw -1604191.722163 + Penalty 4564.994442 = -1599626.727721
  nChanged 383
		SP:Iteration 7Q (51805.450000 sec): 3 clusters
  Score: Raw -1604386.352322 + Penalty 4564.994442 = -1599821.357880
  nChanged 367
		SP:Iteration 8Q (51805.710000 sec): 3 clusters
  Score: Raw -1604593.971211 + Penalty 4564.994442 = -1600028.976769
  nChanged 401
		SP:Iteration 9Q (51805.960000 sec): 3 clusters
  Score: Raw -1604859.695800 + Penalty 4564.994442 = -1600294.701358
  nChanged 428
		SP:Iteration 10Q (51806.160000 sec): 3 clusters
  Score: Raw -1605145.434609 + Penalty 4564.994442 = -1600580.440168
  nChanged 404
		SP:Iteration 11Q (51806.370000 sec): 3 clusters
  Score: Raw -1605464.860227 + Penalty 4564.994442 = -1600899.865785
  nChanged 414
		SP:Iteration 12Q (51806.550000 sec): 3 clusters
  Score: Raw -1605847.502323 + Penalty 4564.994442 = -1601282.507881
  nChanged 444
		SP:Iteration 13Q (51806.760000 sec): 3 clusters
  Score: Raw -1606233.719809 + Penalty 4564.994442 = -1601668.725367
  nChanged 404
		SP:Iteration 14Q (51806.980000 sec): 3 clusters
  Score: Raw -1606543.573456 + Penalty 4564.994442 = -1601978.579015
  nChanged 306
		SP:Iteration 15Q (51807.130000 sec): 3 clusters
  Score: Raw -1606730.590851 + Penalty 4564.994442 = -1602165.596409
  nChanged 226
		SP:Iteration 16Q (51807.390000 sec): 3 clusters
  Score: Raw -1606854.837917 + Penalty 4564.994442 = -1602289.843475
  nChanged 178
		SP:Iteration 17Q (51807.600000 sec): 3 clusters
  Score: Raw -1606934.559220 + Penalty 4564.994442 = -1602369.564778
  nChanged 125
		SP:Iteration 18Q (51807.820000 sec): 3 clusters
  Score: Raw -1606976.007069 + Penalty 4564.994442 = -1602411.012627
  nChanged 66
		SP:Iteration 19Q (51808.070000 sec): 3 clusters
  Score: Raw -1606995.250075 + Penalty 4564.994442 = -1602430.255633
  nChanged 49
		SP:Iteration 20F (51808.290000 sec): 3 clusters
  Score: Raw -1607005.508739 + Penalty 4564.994442 = -1602440.514297
  nChanged 27
		SP:Iteration 21Q (51808.560000 sec): 3 clusters
  Score: Raw -1607011.569015 + Penalty 4564.994442 = -1602446.574573
  nChanged 24
		SP:Iteration 22Q (51808.810000 sec): 3 clusters
  Score: Raw -1607016.037275 + Penalty 4564.994442 = -1602451.042833
  nChanged 19
		SP:Iteration 23Q (51809.060000 sec): 3 clusters
  Score: Raw -1607020.228021 + Penalty 4564.994442 = -1602455.233580
  nChanged 15
		SP:Iteration 24Q (51809.320000 sec): 3 clusters
  Score: Raw -1607022.802452 + Penalty 4564.994442 = -1602457.808010
  nChanged 14
		SP:Iteration 25Q (51809.590000 sec): 3 clusters
  Score: Raw -1607025.549556 + Penalty 4564.994442 = -1602460.555114
  nChanged 9
		SP:Iteration 26Q (51809.820000 sec): 3 clusters
  Score: Raw -1607026.805886 + Penalty 4564.994442 = -1602461.811444
  nChanged 6
		SP:Iteration 27Q (51810.130000 sec): 3 clusters
  Score: Raw -1607027.751301 + Penalty 4564.994442 = -1602462.756859
  nChanged 6
		SP:Iteration 28Q (51810.340000 sec): 3 clusters
  Score: Raw -1607028.543055 + Penalty 4564.994442 = -1602463.548613
  nChanged 5
		SP:Iteration 29Q (51810.590000 sec): 3 clusters
  Score: Raw -1607029.162849 + Penalty 4564.994442 = -1602464.168407
  nChanged 0
		SP:Iteration 30F (51810.770000 sec): 3 clusters
  Score: Raw -1607029.162849 + Penalty 4564.994442 = -1602464.168407
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (10124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51810.900000 sec): 2 clusters
  Score: Raw -1617862.891911 + Penalty 2287.220702 = -1615575.671209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51811.140000 sec): 3 clusters
  Score: Raw -1612277.562391 + Penalty 4574.441404 = -1607703.120987
  nChanged 4240
		SP:Iteration 1F (51811.370000 sec): 3 clusters
  Score: Raw -1614596.490116 + Penalty 4574.441404 = -1610022.048711
  nChanged 715
		SP:Iteration 2F (51811.600000 sec): 3 clusters
  Score: Raw -1614950.601133 + Penalty 4574.441404 = -1610376.159728
  nChanged 562
		SP:Iteration 3F (51811.850000 sec): 3 clusters
  Score: Raw -1615206.517412 + Penalty 4574.441404 = -1610632.076008
  nChanged 459
		SP:Iteration 4Q (51812.060000 sec): 3 clusters
  Score: Raw -1615412.650981 + Penalty 4574.441404 = -1610838.209577
  nChanged 429
		SP:Iteration 5Q (51812.320000 sec): 3 clusters
  Score: Raw -1615654.615031 + Penalty 4574.441404 = -1611080.173627
  nChanged 463
		SP:Iteration 6Q (51812.520000 sec): 3 clusters
  Score: Raw -1615979.601522 + Penalty 4574.441404 = -1611405.160118
  nChanged 516
		SP:Iteration 7F (51812.750000 sec): 3 clusters
  Score: Raw -1616396.914604 + Penalty 4574.441404 = -1611822.473200
  nChanged 579
		SP:Iteration 8F (51812.960000 sec): 3 clusters
  Score: Raw -1616861.572460 + Penalty 4574.441404 = -1612287.131056
  nChanged 570
		SP:Iteration 9F (51813.180000 sec): 3 clusters
  Score: Raw -1617264.169639 + Penalty 4574.441404 = -1612689.728234
  nChanged 472
		SP:Iteration 10Q (51813.380000 sec): 3 clusters
  Score: Raw -1617557.119270 + Penalty 4574.441404 = -1612982.677866
  nChanged 366
		SP:Iteration 11Q (51813.590000 sec): 3 clusters
  Score: Raw -1617755.630243 + Penalty 4574.441404 = -1613181.188839
  nChanged 268
		SP:Iteration 12Q (51813.860000 sec): 3 clusters
  Score: Raw -1617873.897101 + Penalty 4574.441404 = -1613299.455696
  nChanged 202
		SP:Iteration 13Q (51814.160000 sec): 3 clusters
  Score: Raw -1617959.544787 + Penalty 4574.441404 = -1613385.103383
  nChanged 175
		SP:Iteration 14Q (51814.400000 sec): 3 clusters
  Score: Raw -1618035.045943 + Penalty 4574.441404 = -1613460.604538
  nChanged 161
		SP:Iteration 15Q (51814.680000 sec): 3 clusters
  Score: Raw -1618100.218078 + Penalty 4574.441404 = -1613525.776674
  nChanged 126
		SP:Iteration 16Q (51814.860000 sec): 3 clusters
  Score: Raw -1618149.790000 + Penalty 4574.441404 = -1613575.348596
  nChanged 124
		SP:Iteration 17Q (51815.050000 sec): 3 clusters
  Score: Raw -1618190.896901 + Penalty 4574.441404 = -1613616.455497
  nChanged 102
		SP:Iteration 18Q (51815.290000 sec): 3 clusters
  Score: Raw -1618219.614412 + Penalty 4574.441404 = -1613645.173007
  nChanged 80
		SP:Iteration 19Q (51815.510000 sec): 3 clusters
  Score: Raw -1618238.559889 + Penalty 4574.441404 = -1613664.118485
  nChanged 72
		SP:Iteration 20F (51815.700000 sec): 3 clusters
  Score: Raw -1618255.912484 + Penalty 4574.441404 = -1613681.471080
  nChanged 66
		SP:Iteration 21Q (51815.930000 sec): 3 clusters
  Score: Raw -1618271.697456 + Penalty 4574.441404 = -1613697.256052
  nChanged 39
		SP:Iteration 22Q (51816.190000 sec): 3 clusters
  Score: Raw -1618281.713104 + Penalty 4574.441404 = -1613707.271699
  nChanged 40
		SP:Iteration 23Q (51816.400000 sec): 3 clusters
  Score: Raw -1618291.251079 + Penalty 4574.441404 = -1613716.809675
  nChanged 47
		SP:Iteration 24Q (51816.640000 sec): 3 clusters
  Score: Raw -1618303.228365 + Penalty 4574.441404 = -1613728.786961
  nChanged 56
		SP:Iteration 25Q (51816.900000 sec): 3 clusters
  Score: Raw -1618315.928615 + Penalty 4574.441404 = -1613741.487211
  nChanged 50
		SP:Iteration 26Q (51817.120000 sec): 3 clusters
  Score: Raw -1618329.100531 + Penalty 4574.441404 = -1613754.659126
  nChanged 65
		SP:Iteration 27Q (51817.390000 sec): 3 clusters
  Score: Raw -1618344.128991 + Penalty 4574.441404 = -1613769.687586
  nChanged 54
		SP:Iteration 28Q (51817.600000 sec): 3 clusters
  Score: Raw -1618358.015575 + Penalty 4574.441404 = -1613783.574171
  nChanged 62
		SP:Iteration 29Q (51817.830000 sec): 3 clusters
  Score: Raw -1618375.762758 + Penalty 4574.441404 = -1613801.321354
  nChanged 74
		SP:Iteration 30Q (51818.100000 sec): 3 clusters
  Score: Raw -1618394.328758 + Penalty 4574.441404 = -1613819.887354
  nChanged 66
		SP:Iteration 31Q (51818.320000 sec): 3 clusters
  Score: Raw -1618411.387383 + Penalty 4574.441404 = -1613836.945979
  nChanged 65
		SP:Iteration 32Q (51818.490000 sec): 3 clusters
  Score: Raw -1618428.338086 + Penalty 4574.441404 = -1613853.896681
  nChanged 73
		SP:Iteration 33Q (51818.720000 sec): 3 clusters
  Score: Raw -1618447.592138 + Penalty 4574.441404 = -1613873.150734
  nChanged 78
		SP:Iteration 34Q (51818.960000 sec): 3 clusters
  Score: Raw -1618467.811680 + Penalty 4574.441404 = -1613893.370275
  nChanged 82
		SP:Iteration 35Q (51819.170000 sec): 3 clusters
  Score: Raw -1618488.360095 + Penalty 4574.441404 = -1613913.918690
  nChanged 62
		SP:Iteration 36Q (51819.440000 sec): 3 clusters
  Score: Raw -1618504.198145 + Penalty 4574.441404 = -1613929.756740
  nChanged 75
		SP:Iteration 37Q (51819.710000 sec): 3 clusters
  Score: Raw -1618525.217447 + Penalty 4574.441404 = -1613950.776042
  nChanged 90
		SP:Iteration 38Q (51820.000000 sec): 3 clusters
  Score: Raw -1618548.152772 + Penalty 4574.441404 = -1613973.711367
  nChanged 75
		SP:Iteration 39Q (51820.190000 sec): 3 clusters
  Score: Raw -1618567.740913 + Penalty 4574.441404 = -1613993.299509
  nChanged 67
		SP:Iteration 40F (51820.400000 sec): 3 clusters
  Score: Raw -1618584.936140 + Penalty 4574.441404 = -1614010.494736
  nChanged 70
		SP:Iteration 41Q (51820.620000 sec): 3 clusters
  Score: Raw -1618602.143799 + Penalty 4574.441404 = -1614027.702395
  nChanged 62
		SP:Iteration 42Q (51820.850000 sec): 3 clusters
  Score: Raw -1618617.000831 + Penalty 4574.441404 = -1614042.559427
  nChanged 59
		SP:Iteration 43Q (51821.050000 sec): 3 clusters
  Score: Raw -1618630.672809 + Penalty 4574.441404 = -1614056.231404
  nChanged 68
		SP:Iteration 44Q (51821.320000 sec): 3 clusters
  Score: Raw -1618646.400847 + Penalty 4574.441404 = -1614071.959442
  nChanged 63
		SP:Iteration 45Q (51821.570000 sec): 3 clusters
  Score: Raw -1618660.551948 + Penalty 4574.441404 = -1614086.110544
  nChanged 48
		SP:Iteration 46Q (51821.850000 sec): 3 clusters
  Score: Raw -1618671.303943 + Penalty 4574.441404 = -1614096.862539
  nChanged 52
		SP:Iteration 47Q (51822.080000 sec): 3 clusters
  Score: Raw -1618682.539629 + Penalty 4574.441404 = -1614108.098225
  nChanged 42
		SP:Iteration 48Q (51822.310000 sec): 3 clusters
  Score: Raw -1618690.897344 + Penalty 4574.441404 = -1614116.455939
  nChanged 41
		SP:Iteration 49Q (51822.560000 sec): 3 clusters
  Score: Raw -1618700.449320 + Penalty 4574.441404 = -1614126.007916
  nChanged 29
		SP:Iteration 50Q (51822.850000 sec): 3 clusters
  Score: Raw -1618706.104977 + Penalty 4574.441404 = -1614131.663573
  nChanged 26
		SP:Iteration 51Q (51823.080000 sec): 3 clusters
  Score: Raw -1618710.745176 + Penalty 4574.441404 = -1614136.303771
  nChanged 30
		SP:Iteration 52Q (51823.320000 sec): 3 clusters
  Score: Raw -1618716.984217 + Penalty 4574.441404 = -1614142.542813
  nChanged 23
		SP:Iteration 53Q (51823.550000 sec): 3 clusters
  Score: Raw -1618721.771028 + Penalty 4574.441404 = -1614147.329623
  nChanged 19
		SP:Iteration 54Q (51823.760000 sec): 3 clusters
  Score: Raw -1618725.013744 + Penalty 4574.441404 = -1614150.572340
  nChanged 15
		SP:Iteration 55Q (51824.020000 sec): 3 clusters
  Score: Raw -1618727.680666 + Penalty 4574.441404 = -1614153.239262
  nChanged 14
		SP:Iteration 56Q (51824.240000 sec): 3 clusters
  Score: Raw -1618729.784559 + Penalty 4574.441404 = -1614155.343154
  nChanged 14
		SP:Iteration 57Q (51824.580000 sec): 3 clusters
  Score: Raw -1618731.961243 + Penalty 4574.441404 = -1614157.519839
  nChanged 10
		SP:Iteration 58Q (51824.810000 sec): 3 clusters
  Score: Raw -1618733.255158 + Penalty 4574.441404 = -1614158.813754
  nChanged 7
		SP:Iteration 59Q (51825.060000 sec): 3 clusters
  Score: Raw -1618734.466695 + Penalty 4574.441404 = -1614160.025291
  nChanged 11
		SP:Iteration 60F (51825.320000 sec): 3 clusters
  Score: Raw -1618736.778743 + Penalty 4574.441404 = -1614162.337339
  nChanged 11
		SP:Iteration 61Q (51825.580000 sec): 3 clusters
  Score: Raw -1618738.681912 + Penalty 4574.441404 = -1614164.240508
  nChanged 12
		SP:Iteration 62Q (51825.740000 sec): 3 clusters
  Score: Raw -1618740.490652 + Penalty 4574.441404 = -1614166.049248
  nChanged 12
		SP:Iteration 63Q (51826.030000 sec): 3 clusters
  Score: Raw -1618742.282416 + Penalty 4574.441404 = -1614167.841012
  nChanged 6
		SP:Iteration 64Q (51826.320000 sec): 3 clusters
  Score: Raw -1618743.217377 + Penalty 4574.441404 = -1614168.775973
  nChanged 10
		SP:Iteration 65Q (51826.600000 sec): 3 clusters
  Score: Raw -1618744.896862 + Penalty 4574.441404 = -1614170.455457
  nChanged 10
		SP:Iteration 66Q (51826.840000 sec): 3 clusters
  Score: Raw -1618746.993150 + Penalty 4574.441404 = -1614172.551745
  nChanged 12
		SP:Iteration 67Q (51827.110000 sec): 3 clusters
  Score: Raw -1618748.804486 + Penalty 4574.441404 = -1614174.363082
  nChanged 9
		SP:Iteration 68Q (51827.310000 sec): 3 clusters
  Score: Raw -1618750.275311 + Penalty 4574.441404 = -1614175.833907
  nChanged 7
		SP:Iteration 69Q (51827.570000 sec): 3 clusters
  Score: Raw -1618751.687426 + Penalty 4574.441404 = -1614177.246021
  nChanged 13
		SP:Iteration 70Q (51827.820000 sec): 3 clusters
  Score: Raw -1618754.477133 + Penalty 4574.441404 = -1614180.035729
  nChanged 16
		SP:Iteration 71Q (51828.080000 sec): 3 clusters
  Score: Raw -1618757.331220 + Penalty 4574.441404 = -1614182.889815
  nChanged 9
		SP:Iteration 72Q (51828.380000 sec): 3 clusters
  Score: Raw -1618758.665108 + Penalty 4574.441404 = -1614184.223704
  nChanged 10
		SP:Iteration 73Q (51828.660000 sec): 3 clusters
  Score: Raw -1618760.389174 + Penalty 4574.441404 = -1614185.947770
  nChanged 7
		SP:Iteration 74Q (51828.910000 sec): 3 clusters
  Score: Raw -1618761.193035 + Penalty 4574.441404 = -1614186.751630
  nChanged 2
		SP:Iteration 75Q (51829.150000 sec): 3 clusters
  Score: Raw -1618761.365490 + Penalty 4574.441404 = -1614186.924085
  nChanged 1
		SP:Iteration 76Q (51829.380000 sec): 3 clusters
  Score: Raw -1618761.455101 + Penalty 4574.441404 = -1614187.013696
  nChanged 0
		SP:Iteration 77F (51829.560000 sec): 3 clusters
  Score: Raw -1618761.455101 + Penalty 4574.441404 = -1614187.013696
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51829.740000 sec): 2 clusters
  Score: Raw -17616.062391 + Penalty 1258.643106 = -16357.419285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51829.890000 sec): 3 clusters
  Score: Raw -18098.115934 + Penalty 2517.286212 = -15580.829721
  nChanged 24
		SP:Iteration 1F (51829.990000 sec): 3 clusters
  Score: Raw -18263.077840 + Penalty 2517.286212 = -15745.791628
  nChanged 6
		SP:Iteration 2Q (51830.150000 sec): 3 clusters
  Score: Raw -18286.104443 + Penalty 2517.286212 = -15768.818230
  nChanged 4
		SP:Iteration 3Q (51830.300000 sec): 3 clusters
  Score: Raw -18299.036538 + Penalty 2517.286212 = -15781.750326
  nChanged 0
		SP:Iteration 4F (51830.450000 sec): 3 clusters
  Score: Raw -18299.036538 + Penalty 2517.286212 = -15781.750326
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (17914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51830.650000 sec): 2 clusters
  Score: Raw -2582299.449261 + Penalty 2428.747777 = -2579870.701484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51830.970000 sec): 3 clusters
  Score: Raw -2571973.303860 + Penalty 4857.495553 = -2567115.808307
  nChanged 7848
		SP:Iteration 1F (51831.290000 sec): 3 clusters
  Score: Raw -2576557.390205 + Penalty 4857.495553 = -2571699.894652
  nChanged 1307
		SP:Iteration 2F (51831.610000 sec): 3 clusters
  Score: Raw -2577420.315632 + Penalty 4857.495553 = -2572562.820079
  nChanged 1290
		SP:Iteration 3F (51831.910000 sec): 3 clusters
  Score: Raw -2578316.521048 + Penalty 4857.495553 = -2573459.025494
  nChanged 1202
		SP:Iteration 4F (51832.220000 sec): 3 clusters
  Score: Raw -2579098.921644 + Penalty 4857.495553 = -2574241.426091
  nChanged 1049
		SP:Iteration 5F (51832.490000 sec): 3 clusters
  Score: Raw -2579672.448428 + Penalty 4857.495553 = -2574814.952875
  nChanged 862
		SP:Iteration 6Q (51832.800000 sec): 3 clusters
  Score: Raw -2580084.626889 + Penalty 4857.495553 = -2575227.131336
  nChanged 703
		SP:Iteration 7Q (51833.110000 sec): 3 clusters
  Score: Raw -2580414.523129 + Penalty 4857.495553 = -2575557.027575
  nChanged 594
		SP:Iteration 8Q (51833.340000 sec): 3 clusters
  Score: Raw -2580678.487228 + Penalty 4857.495553 = -2575820.991675
  nChanged 517
		SP:Iteration 9Q (51833.690000 sec): 3 clusters
  Score: Raw -2580872.118773 + Penalty 4857.495553 = -2576014.623220
  nChanged 423
		SP:Iteration 10Q (51834.090000 sec): 3 clusters
  Score: Raw -2581002.101800 + Penalty 4857.495553 = -2576144.606247
  nChanged 363
		SP:Iteration 11Q (51834.410000 sec): 3 clusters
  Score: Raw -2581102.867389 + Penalty 4857.495553 = -2576245.371835
  nChanged 328
		SP:Iteration 12Q (51834.710000 sec): 3 clusters
  Score: Raw -2581199.124283 + Penalty 4857.495553 = -2576341.628730
  nChanged 328
		SP:Iteration 13Q (51835.020000 sec): 3 clusters
  Score: Raw -2581296.797409 + Penalty 4857.495553 = -2576439.301855
  nChanged 319
		SP:Iteration 14Q (51835.320000 sec): 3 clusters
  Score: Raw -2581389.872802 + Penalty 4857.495553 = -2576532.377249
  nChanged 318
		SP:Iteration 15Q (51835.640000 sec): 3 clusters
  Score: Raw -2581484.789321 + Penalty 4857.495553 = -2576627.293768
  nChanged 295
		SP:Iteration 16Q (51835.920000 sec): 3 clusters
  Score: Raw -2581572.312208 + Penalty 4857.495553 = -2576714.816655
  nChanged 281
		SP:Iteration 17Q (51836.280000 sec): 3 clusters
  Score: Raw -2581648.619342 + Penalty 4857.495553 = -2576791.123789
  nChanged 283
		SP:Iteration 18Q (51836.650000 sec): 3 clusters
  Score: Raw -2581730.689962 + Penalty 4857.495553 = -2576873.194409
  nChanged 307
		SP:Iteration 19Q (51837.000000 sec): 3 clusters
  Score: Raw -2581818.134349 + Penalty 4857.495553 = -2576960.638795
  nChanged 282
		SP:Iteration 20F (51837.280000 sec): 3 clusters
  Score: Raw -2581907.557997 + Penalty 4857.495553 = -2577050.062444
  nChanged 305
		SP:Iteration 21Q (51837.640000 sec): 3 clusters
  Score: Raw -2582006.550715 + Penalty 4857.495553 = -2577149.055161
  nChanged 293
		SP:Iteration 22Q (51837.890000 sec): 3 clusters
  Score: Raw -2582111.197985 + Penalty 4857.495553 = -2577253.702431
  nChanged 299
		SP:Iteration 23Q (51838.170000 sec): 3 clusters
  Score: Raw -2582220.807775 + Penalty 4857.495553 = -2577363.312222
  nChanged 285
		SP:Iteration 24Q (51838.560000 sec): 3 clusters
  Score: Raw -2582318.440594 + Penalty 4857.495553 = -2577460.945040
  nChanged 271
		SP:Iteration 25Q (51838.890000 sec): 3 clusters
  Score: Raw -2582419.819268 + Penalty 4857.495553 = -2577562.323715
  nChanged 271
		SP:Iteration 26Q (51839.180000 sec): 3 clusters
  Score: Raw -2582547.175765 + Penalty 4857.495553 = -2577689.680211
  nChanged 281
		SP:Iteration 27Q (51839.540000 sec): 3 clusters
  Score: Raw -2582665.502996 + Penalty 4857.495553 = -2577808.007442
  nChanged 251
		SP:Iteration 28Q (51839.860000 sec): 3 clusters
  Score: Raw -2582771.190438 + Penalty 4857.495553 = -2577913.694885
  nChanged 229
		SP:Iteration 29Q (51840.220000 sec): 3 clusters
  Score: Raw -2582859.490185 + Penalty 4857.495553 = -2578001.994631
  nChanged 177
		SP:Iteration 30Q (51840.550000 sec): 3 clusters
  Score: Raw -2582928.883574 + Penalty 4857.495553 = -2578071.388021
  nChanged 173
		SP:Iteration 31Q (51840.770000 sec): 3 clusters
  Score: Raw -2582990.230984 + Penalty 4857.495553 = -2578132.735431
  nChanged 137
		SP:Iteration 32Q (51841.060000 sec): 3 clusters
  Score: Raw -2583035.117681 + Penalty 4857.495553 = -2578177.622128
  nChanged 110
		SP:Iteration 33Q (51841.420000 sec): 3 clusters
  Score: Raw -2583070.088078 + Penalty 4857.495553 = -2578212.592524
  nChanged 89
		SP:Iteration 34Q (51841.710000 sec): 3 clusters
  Score: Raw -2583098.526445 + Penalty 4857.495553 = -2578241.030892
  nChanged 87
		SP:Iteration 35Q (51842.070000 sec): 3 clusters
  Score: Raw -2583125.365038 + Penalty 4857.495553 = -2578267.869484
  nChanged 69
		SP:Iteration 36Q (51842.360000 sec): 3 clusters
  Score: Raw -2583143.788168 + Penalty 4857.495553 = -2578286.292615
  nChanged 53
		SP:Iteration 37Q (51842.700000 sec): 3 clusters
  Score: Raw -2583158.295766 + Penalty 4857.495553 = -2578300.800213
  nChanged 43
		SP:Iteration 38Q (51842.980000 sec): 3 clusters
  Score: Raw -2583170.894424 + Penalty 4857.495553 = -2578313.398870
  nChanged 38
		SP:Iteration 39Q (51843.290000 sec): 3 clusters
  Score: Raw -2583181.030669 + Penalty 4857.495553 = -2578323.535115
  nChanged 38
		SP:Iteration 40F (51843.550000 sec): 3 clusters
  Score: Raw -2583193.385711 + Penalty 4857.495553 = -2578335.890158
  nChanged 47
		SP:Iteration 41Q (51843.890000 sec): 3 clusters
  Score: Raw -2583206.994512 + Penalty 4857.495553 = -2578349.498959
  nChanged 37
		SP:Iteration 42Q (51844.170000 sec): 3 clusters
  Score: Raw -2583217.606346 + Penalty 4857.495553 = -2578360.110792
  nChanged 34
		SP:Iteration 43Q (51844.480000 sec): 3 clusters
  Score: Raw -2583227.761472 + Penalty 4857.495553 = -2578370.265919
  nChanged 30
		SP:Iteration 44Q (51844.770000 sec): 3 clusters
  Score: Raw -2583237.436042 + Penalty 4857.495553 = -2578379.940489
  nChanged 35
		SP:Iteration 45Q (51845.080000 sec): 3 clusters
  Score: Raw -2583246.609269 + Penalty 4857.495553 = -2578389.113715
  nChanged 31
		SP:Iteration 46Q (51845.380000 sec): 3 clusters
  Score: Raw -2583254.867637 + Penalty 4857.495553 = -2578397.372084
  nChanged 27
		SP:Iteration 47Q (51845.640000 sec): 3 clusters
  Score: Raw -2583260.916799 + Penalty 4857.495553 = -2578403.421246
  nChanged 22
		SP:Iteration 48Q (51845.970000 sec): 3 clusters
  Score: Raw -2583266.219570 + Penalty 4857.495553 = -2578408.724017
  nChanged 16
		SP:Iteration 49Q (51846.190000 sec): 3 clusters
  Score: Raw -2583269.898308 + Penalty 4857.495553 = -2578412.402755
  nChanged 14
		SP:Iteration 50Q (51846.490000 sec): 3 clusters
  Score: Raw -2583272.811629 + Penalty 4857.495553 = -2578415.316075
  nChanged 11
		SP:Iteration 51Q (51846.730000 sec): 3 clusters
  Score: Raw -2583274.757976 + Penalty 4857.495553 = -2578417.262423
  nChanged 13
		SP:Iteration 52Q (51847.000000 sec): 3 clusters
  Score: Raw -2583277.125298 + Penalty 4857.495553 = -2578419.629745
  nChanged 9
		SP:Iteration 53Q (51847.260000 sec): 3 clusters
  Score: Raw -2583279.032089 + Penalty 4857.495553 = -2578421.536536
  nChanged 7
		SP:Iteration 54Q (51847.540000 sec): 3 clusters
  Score: Raw -2583280.392799 + Penalty 4857.495553 = -2578422.897246
  nChanged 13
		SP:Iteration 55Q (51847.810000 sec): 3 clusters
  Score: Raw -2583282.616194 + Penalty 4857.495553 = -2578425.120641
  nChanged 12
		SP:Iteration 56Q (51848.020000 sec): 3 clusters
  Score: Raw -2583284.831884 + Penalty 4857.495553 = -2578427.336330
  nChanged 11
		SP:Iteration 57Q (51848.320000 sec): 3 clusters
  Score: Raw -2583287.118445 + Penalty 4857.495553 = -2578429.622892
  nChanged 8
		SP:Iteration 58Q (51848.570000 sec): 3 clusters
  Score: Raw -2583289.337378 + Penalty 4857.495553 = -2578431.841825
  nChanged 13
		SP:Iteration 59Q (51848.820000 sec): 3 clusters
  Score: Raw -2583292.663969 + Penalty 4857.495553 = -2578435.168416
  nChanged 10
		SP:Iteration 60F (51849.060000 sec): 3 clusters
  Score: Raw -2583294.597162 + Penalty 4857.495553 = -2578437.101609
  nChanged 7
		SP:Iteration 61Q (51849.330000 sec): 3 clusters
  Score: Raw -2583296.071260 + Penalty 4857.495553 = -2578438.575707
  nChanged 4
		SP:Iteration 62Q (51849.590000 sec): 3 clusters
  Score: Raw -2583296.805098 + Penalty 4857.495553 = -2578439.309545
  nChanged 5
		SP:Iteration 63Q (51849.860000 sec): 3 clusters
  Score: Raw -2583298.003384 + Penalty 4857.495553 = -2578440.507831
  nChanged 4
		SP:Iteration 64Q (51850.130000 sec): 3 clusters
  Score: Raw -2583298.804827 + Penalty 4857.495553 = -2578441.309274
  nChanged 6
		SP:Iteration 65Q (51850.340000 sec): 3 clusters
  Score: Raw -2583299.936795 + Penalty 4857.495553 = -2578442.441242
  nChanged 5
		SP:Iteration 66Q (51850.540000 sec): 3 clusters
  Score: Raw -2583300.687721 + Penalty 4857.495553 = -2578443.192168
  nChanged 3
		SP:Iteration 67Q (51850.820000 sec): 3 clusters
  Score: Raw -2583300.993322 + Penalty 4857.495553 = -2578443.497769
  nChanged 3
		SP:Iteration 68Q (51851.130000 sec): 3 clusters
  Score: Raw -2583301.586628 + Penalty 4857.495553 = -2578444.091074
  nChanged 3
		SP:Iteration 69Q (51851.460000 sec): 3 clusters
  Score: Raw -2583302.073832 + Penalty 4857.495553 = -2578444.578279
  nChanged 1
		SP:Iteration 70Q (51851.690000 sec): 3 clusters
  Score: Raw -2583302.271083 + Penalty 4857.495553 = -2578444.775530
  nChanged 0
		SP:Iteration 71F (51851.950000 sec): 3 clusters
  Score: Raw -2583302.271083 + Penalty 4857.495553 = -2578444.775530
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (130961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51852.980000 sec): 2 clusters
  Score: Raw -19864412.380471 + Penalty 2922.098402 = -19861490.282069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51854.140000 sec): 3 clusters
  Score: Raw -19779622.869010 + Penalty 5844.196805 = -19773778.672205
  nChanged 62379
		SP:Iteration 1F (51855.330000 sec): 3 clusters
  Score: Raw -19816074.733732 + Penalty 5844.196805 = -19810230.536928
  nChanged 4338
		SP:Iteration 2Q (51856.510000 sec): 3 clusters
  Score: Raw -19817117.077388 + Penalty 5844.196805 = -19811272.880583
  nChanged 4440
		SP:Iteration 3Q (51857.760000 sec): 3 clusters
  Score: Raw -19818288.512803 + Penalty 5844.196805 = -19812444.315999
  nChanged 4650
		SP:Iteration 4Q (51858.930000 sec): 3 clusters
  Score: Raw -19819633.657067 + Penalty 5844.196805 = -19813789.460262
  nChanged 4921
		SP:Iteration 5Q (51860.140000 sec): 3 clusters
  Score: Raw -19821188.702158 + Penalty 5844.196805 = -19815344.505354
  nChanged 5341
		SP:Iteration 6Q (51861.320000 sec): 3 clusters
  Score: Raw -19823037.950549 + Penalty 5844.196805 = -19817193.753745
  nChanged 5628
		SP:Iteration 7Q (51862.510000 sec): 3 clusters
  Score: Raw -19825142.262268 + Penalty 5844.196805 = -19819298.065463
  nChanged 5759
		SP:Iteration 8Q (51863.740000 sec): 3 clusters
  Score: Raw -19827458.486835 + Penalty 5844.196805 = -19821614.290031
  nChanged 5886
		SP:Iteration 9Q (51864.990000 sec): 3 clusters
  Score: Raw -19829947.105436 + Penalty 5844.196805 = -19824102.908631
  nChanged 5899
		SP:Iteration 10Q (51866.130000 sec): 3 clusters
  Score: Raw -19832772.627025 + Penalty 5844.196805 = -19826928.430220
  nChanged 6140
		SP:Iteration 11Q (51867.360000 sec): 3 clusters
  Score: Raw -19835973.890765 + Penalty 5844.196805 = -19830129.693961
  nChanged 6314
		SP:Iteration 12Q (51868.550000 sec): 3 clusters
  Score: Raw -19839594.220043 + Penalty 5844.196805 = -19833750.023238
  nChanged 6550
		SP:Iteration 13F (51869.840000 sec): 3 clusters
  Score: Raw -19843740.427049 + Penalty 5844.196805 = -19837896.230244
  nChanged 6408
		SP:Iteration 14Q (51871.200000 sec): 3 clusters
  Score: Raw -19848064.184979 + Penalty 5844.196805 = -19842219.988174
  nChanged 6052
		SP:Iteration 15Q (51872.520000 sec): 3 clusters
  Score: Raw -19852196.853057 + Penalty 5844.196805 = -19846352.656252
  nChanged 5208
		SP:Iteration 16Q (51873.800000 sec): 3 clusters
  Score: Raw -19855754.896264 + Penalty 5844.196805 = -19849910.699459
  nChanged 4182
		SP:Iteration 17Q (51875.010000 sec): 3 clusters
  Score: Raw -19858534.738843 + Penalty 5844.196805 = -19852690.542038
  nChanged 3220
		SP:Iteration 18Q (51876.200000 sec): 3 clusters
  Score: Raw -19860557.814395 + Penalty 5844.196805 = -19854713.617591
  nChanged 2386
		SP:Iteration 19Q (51877.390000 sec): 3 clusters
  Score: Raw -19861959.429719 + Penalty 5844.196805 = -19856115.232914
  nChanged 1659
		SP:Iteration 20F (51878.710000 sec): 3 clusters
  Score: Raw -19862873.334111 + Penalty 5844.196805 = -19857029.137306
  nChanged 1221
		SP:Iteration 21Q (51879.850000 sec): 3 clusters
  Score: Raw -19863531.394963 + Penalty 5844.196805 = -19857687.198159
  nChanged 854
		SP:Iteration 22Q (51881.020000 sec): 3 clusters
  Score: Raw -19863973.310232 + Penalty 5844.196805 = -19858129.113428
  nChanged 622
		SP:Iteration 23Q (51881.970000 sec): 3 clusters
  Score: Raw -19864282.979130 + Penalty 5844.196805 = -19858438.782325
  nChanged 439
		SP:Iteration 24Q (51882.980000 sec): 3 clusters
  Score: Raw -19864494.053648 + Penalty 5844.196805 = -19858649.856843
  nChanged 330
		SP:Iteration 25Q (51883.950000 sec): 3 clusters
  Score: Raw -19864643.603455 + Penalty 5844.196805 = -19858799.406650
  nChanged 230
		SP:Iteration 26Q (51885.040000 sec): 3 clusters
  Score: Raw -19864753.604326 + Penalty 5844.196805 = -19858909.407521
  nChanged 168
		SP:Iteration 27Q (51886.050000 sec): 3 clusters
  Score: Raw -19864838.646159 + Penalty 5844.196805 = -19858994.449355
  nChanged 148
		SP:Iteration 28Q (51887.120000 sec): 3 clusters
  Score: Raw -19864905.938410 + Penalty 5844.196805 = -19859061.741605
  nChanged 106
		SP:Iteration 29Q (51888.140000 sec): 3 clusters
  Score: Raw -19864949.274346 + Penalty 5844.196805 = -19859105.077542
  nChanged 96
		SP:Iteration 30Q (51889.190000 sec): 3 clusters
  Score: Raw -19864991.891537 + Penalty 5844.196805 = -19859147.694732
  nChanged 79
		SP:Iteration 31Q (51890.220000 sec): 3 clusters
  Score: Raw -19865023.465398 + Penalty 5844.196805 = -19859179.268593
  nChanged 64
		SP:Iteration 32Q (51891.200000 sec): 3 clusters
  Score: Raw -19865049.748781 + Penalty 5844.196805 = -19859205.551977
  nChanged 53
		SP:Iteration 33Q (51892.230000 sec): 3 clusters
  Score: Raw -19865072.794035 + Penalty 5844.196805 = -19859228.597230
  nChanged 46
		SP:Iteration 34Q (51893.290000 sec): 3 clusters
  Score: Raw -19865088.635587 + Penalty 5844.196805 = -19859244.438782
  nChanged 37
		SP:Iteration 35Q (51894.380000 sec): 3 clusters
  Score: Raw -19865098.765255 + Penalty 5844.196805 = -19859254.568451
  nChanged 20
		SP:Iteration 36Q (51895.360000 sec): 3 clusters
  Score: Raw -19865106.119882 + Penalty 5844.196805 = -19859261.923078
  nChanged 23
		SP:Iteration 37Q (51896.400000 sec): 3 clusters
  Score: Raw -19865112.752570 + Penalty 5844.196805 = -19859268.555765
  nChanged 22
		SP:Iteration 38Q (51897.370000 sec): 3 clusters
  Score: Raw -19865119.539011 + Penalty 5844.196805 = -19859275.342207
  nChanged 17
		SP:Iteration 39Q (51898.380000 sec): 3 clusters
  Score: Raw -19865125.260913 + Penalty 5844.196805 = -19859281.064109
  nChanged 17
		SP:Iteration 40F (51899.550000 sec): 3 clusters
  Score: Raw -19865129.983245 + Penalty 5844.196805 = -19859285.786441
  nChanged 9
		SP:Iteration 41Q (51900.480000 sec): 3 clusters
  Score: Raw -19865132.660877 + Penalty 5844.196805 = -19859288.464073
  nChanged 13
		SP:Iteration 42Q (51901.480000 sec): 3 clusters
  Score: Raw -19865136.729095 + Penalty 5844.196805 = -19859292.532291
  nChanged 15
		SP:Iteration 43Q (51902.430000 sec): 3 clusters
  Score: Raw -19865140.461246 + Penalty 5844.196805 = -19859296.264442
  nChanged 9
		SP:Iteration 44Q (51903.460000 sec): 3 clusters
  Score: Raw -19865143.752802 + Penalty 5844.196805 = -19859299.555997
  nChanged 15
		SP:Iteration 45Q (51904.330000 sec): 3 clusters
  Score: Raw -19865147.806448 + Penalty 5844.196805 = -19859303.609643
  nChanged 8
		SP:Iteration 46Q (51905.350000 sec): 3 clusters
  Score: Raw -19865150.269970 + Penalty 5844.196805 = -19859306.073165
  nChanged 5
		SP:Iteration 47Q (51906.260000 sec): 3 clusters
  Score: Raw -19865151.654048 + Penalty 5844.196805 = -19859307.457244
  nChanged 6
		SP:Iteration 48Q (51907.290000 sec): 3 clusters
  Score: Raw -19865153.242227 + Penalty 5844.196805 = -19859309.045423
  nChanged 6
		SP:Iteration 49Q (51908.340000 sec): 3 clusters
  Score: Raw -19865155.193798 + Penalty 5844.196805 = -19859310.996994
  nChanged 2
		SP:Iteration 50Q (51909.330000 sec): 3 clusters
  Score: Raw -19865155.568011 + Penalty 5844.196805 = -19859311.371207
  nChanged 0
		SP:Iteration 51F (51910.430000 sec): 3 clusters
  Score: Raw -19865155.568011 + Penalty 5844.196805 = -19859311.371207
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (6050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51910.610000 sec): 2 clusters
  Score: Raw -861028.282384 + Penalty 2159.537761 = -858868.744624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51910.830000 sec): 3 clusters
  Score: Raw -858102.189362 + Penalty 4319.075521 = -853783.113841
  nChanged 2343
		SP:Iteration 1F (51911.030000 sec): 3 clusters
  Score: Raw -859636.139785 + Penalty 4319.075521 = -855317.064264
  nChanged 536
		SP:Iteration 2F (51911.200000 sec): 3 clusters
  Score: Raw -860114.653876 + Penalty 4319.075521 = -855795.578355
  nChanged 453
		SP:Iteration 3F (51911.420000 sec): 3 clusters
  Score: Raw -860588.494764 + Penalty 4319.075521 = -856269.419242
  nChanged 430
		SP:Iteration 4F (51911.640000 sec): 3 clusters
  Score: Raw -861068.381837 + Penalty 4319.075521 = -856749.306316
  nChanged 395
		SP:Iteration 5F (51911.840000 sec): 3 clusters
  Score: Raw -861547.418731 + Penalty 4319.075521 = -857228.343210
  nChanged 334
		SP:Iteration 6F (51912.030000 sec): 3 clusters
  Score: Raw -861883.780404 + Penalty 4319.075521 = -857564.704882
  nChanged 268
		SP:Iteration 7Q (51912.230000 sec): 3 clusters
  Score: Raw -862076.474466 + Penalty 4319.075521 = -857757.398945
  nChanged 173
		SP:Iteration 8Q (51912.450000 sec): 3 clusters
  Score: Raw -862173.746386 + Penalty 4319.075521 = -857854.670865
  nChanged 125
		SP:Iteration 9Q (51912.680000 sec): 3 clusters
  Score: Raw -862231.551469 + Penalty 4319.075521 = -857912.475948
  nChanged 95
		SP:Iteration 10Q (51912.910000 sec): 3 clusters
  Score: Raw -862273.121880 + Penalty 4319.075521 = -857954.046358
  nChanged 67
		SP:Iteration 11Q (51913.110000 sec): 3 clusters
  Score: Raw -862294.804159 + Penalty 4319.075521 = -857975.728637
  nChanged 52
		SP:Iteration 12Q (51913.270000 sec): 3 clusters
  Score: Raw -862316.991550 + Penalty 4319.075521 = -857997.916029
  nChanged 46
		SP:Iteration 13Q (51913.500000 sec): 3 clusters
  Score: Raw -862333.881629 + Penalty 4319.075521 = -858014.806107
  nChanged 32
		SP:Iteration 14Q (51913.630000 sec): 3 clusters
  Score: Raw -862345.530247 + Penalty 4319.075521 = -858026.454726
  nChanged 32
		SP:Iteration 15Q (51913.820000 sec): 3 clusters
  Score: Raw -862354.461551 + Penalty 4319.075521 = -858035.386030
  nChanged 28
		SP:Iteration 16Q (51913.950000 sec): 3 clusters
  Score: Raw -862366.001305 + Penalty 4319.075521 = -858046.925784
  nChanged 32
		SP:Iteration 17Q (51914.180000 sec): 3 clusters
  Score: Raw -862373.744429 + Penalty 4319.075521 = -858054.668907
  nChanged 14
		SP:Iteration 18Q (51914.360000 sec): 3 clusters
  Score: Raw -862377.868801 + Penalty 4319.075521 = -858058.793279
  nChanged 18
		SP:Iteration 19Q (51914.530000 sec): 3 clusters
  Score: Raw -862382.423894 + Penalty 4319.075521 = -858063.348373
  nChanged 14
		SP:Iteration 20F (51914.720000 sec): 3 clusters
  Score: Raw -862385.700896 + Penalty 4319.075521 = -858066.625374
  nChanged 13
		SP:Iteration 21Q (51914.960000 sec): 3 clusters
  Score: Raw -862389.774075 + Penalty 4319.075521 = -858070.698554
  nChanged 19
		SP:Iteration 22Q (51915.130000 sec): 3 clusters
  Score: Raw -862394.604056 + Penalty 4319.075521 = -858075.528535
  nChanged 17
		SP:Iteration 23Q (51915.330000 sec): 3 clusters
  Score: Raw -862398.457064 + Penalty 4319.075521 = -858079.381543
  nChanged 13
		SP:Iteration 24Q (51915.490000 sec): 3 clusters
  Score: Raw -862401.481462 + Penalty 4319.075521 = -858082.405941
  nChanged 8
		SP:Iteration 25Q (51915.660000 sec): 3 clusters
  Score: Raw -862403.509146 + Penalty 4319.075521 = -858084.433625
  nChanged 11
		SP:Iteration 26Q (51915.870000 sec): 3 clusters
  Score: Raw -862406.710836 + Penalty 4319.075521 = -858087.635315
  nChanged 11
		SP:Iteration 27Q (51916.140000 sec): 3 clusters
  Score: Raw -862409.277644 + Penalty 4319.075521 = -858090.202123
  nChanged 3
		SP:Iteration 28Q (51916.300000 sec): 3 clusters
  Score: Raw -862409.932284 + Penalty 4319.075521 = -858090.856762
  nChanged 2
		SP:Iteration 29Q (51916.480000 sec): 3 clusters
  Score: Raw -862410.224327 + Penalty 4319.075521 = -858091.148806
  nChanged 1
		SP:Iteration 30Q (51916.680000 sec): 3 clusters
  Score: Raw -862410.286881 + Penalty 4319.075521 = -858091.211360
  nChanged 0
		SP:Iteration 31F (51916.840000 sec): 3 clusters
  Score: Raw -862410.286881 + Penalty 4319.075521 = -858091.211360
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (39115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51917.180000 sec): 2 clusters
  Score: Raw -5962747.383594 + Penalty 2622.416803 = -5960124.966790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51917.610000 sec): 3 clusters
  Score: Raw -5938908.946348 + Penalty 5244.833607 = -5933664.112741
  nChanged 17834
		SP:Iteration 1F (51918.080000 sec): 3 clusters
  Score: Raw -5949156.782451 + Penalty 5244.833607 = -5943911.948844
  nChanged 2287
		SP:Iteration 2F (51918.540000 sec): 3 clusters
  Score: Raw -5950245.472654 + Penalty 5244.833607 = -5945000.639047
  nChanged 2218
		SP:Iteration 3F (51919.040000 sec): 3 clusters
  Score: Raw -5951264.698863 + Penalty 5244.833607 = -5946019.865257
  nChanged 2082
		SP:Iteration 4F (51919.460000 sec): 3 clusters
  Score: Raw -5952175.968290 + Penalty 5244.833607 = -5946931.134683
  nChanged 1915
		SP:Iteration 5Q (51919.910000 sec): 3 clusters
  Score: Raw -5953024.060232 + Penalty 5244.833607 = -5947779.226625
  nChanged 1838
		SP:Iteration 6Q (51920.370000 sec): 3 clusters
  Score: Raw -5953828.435936 + Penalty 5244.833607 = -5948583.602329
  nChanged 1734
		SP:Iteration 7Q (51920.880000 sec): 3 clusters
  Score: Raw -5954630.002772 + Penalty 5244.833607 = -5949385.169165
  nChanged 1668
		SP:Iteration 8Q (51921.360000 sec): 3 clusters
  Score: Raw -5955447.333013 + Penalty 5244.833607 = -5950202.499406
  nChanged 1617
		SP:Iteration 9Q (51921.830000 sec): 3 clusters
  Score: Raw -5956269.811085 + Penalty 5244.833607 = -5951024.977478
  nChanged 1509
		SP:Iteration 10Q (51922.300000 sec): 3 clusters
  Score: Raw -5957165.447182 + Penalty 5244.833607 = -5951920.613575
  nChanged 1478
		SP:Iteration 11Q (51922.740000 sec): 3 clusters
  Score: Raw -5958036.848240 + Penalty 5244.833607 = -5952792.014633
  nChanged 1382
		SP:Iteration 12Q (51923.200000 sec): 3 clusters
  Score: Raw -5958833.610222 + Penalty 5244.833607 = -5953588.776615
  nChanged 1207
		SP:Iteration 13Q (51923.670000 sec): 3 clusters
  Score: Raw -5959502.297619 + Penalty 5244.833607 = -5954257.464012
  nChanged 1008
		SP:Iteration 14Q (51924.170000 sec): 3 clusters
  Score: Raw -5960024.289981 + Penalty 5244.833607 = -5954779.456375
  nChanged 949
		SP:Iteration 15Q (51924.670000 sec): 3 clusters
  Score: Raw -5960514.314338 + Penalty 5244.833607 = -5955269.480731
  nChanged 885
		SP:Iteration 16Q (51925.130000 sec): 3 clusters
  Score: Raw -5961033.691387 + Penalty 5244.833607 = -5955788.857780
  nChanged 845
		SP:Iteration 17Q (51925.550000 sec): 3 clusters
  Score: Raw -5961526.124253 + Penalty 5244.833607 = -5956281.290646
  nChanged 716
		SP:Iteration 18Q (51926.040000 sec): 3 clusters
  Score: Raw -5961955.253549 + Penalty 5244.833607 = -5956710.419942
  nChanged 656
		SP:Iteration 19Q (51926.520000 sec): 3 clusters
  Score: Raw -5962346.972081 + Penalty 5244.833607 = -5957102.138474
  nChanged 603
		SP:Iteration 20F (51926.960000 sec): 3 clusters
  Score: Raw -5962691.466535 + Penalty 5244.833607 = -5957446.632928
  nChanged 578
		SP:Iteration 21Q (51927.410000 sec): 3 clusters
  Score: Raw -5963038.013391 + Penalty 5244.833607 = -5957793.179784
  nChanged 477
		SP:Iteration 22Q (51927.950000 sec): 3 clusters
  Score: Raw -5963301.573896 + Penalty 5244.833607 = -5958056.740289
  nChanged 410
		SP:Iteration 23Q (51928.410000 sec): 3 clusters
  Score: Raw -5963496.085735 + Penalty 5244.833607 = -5958251.252128
  nChanged 334
		SP:Iteration 24Q (51928.870000 sec): 3 clusters
  Score: Raw -5963644.728338 + Penalty 5244.833607 = -5958399.894731
  nChanged 298
		SP:Iteration 25Q (51929.310000 sec): 3 clusters
  Score: Raw -5963776.640977 + Penalty 5244.833607 = -5958531.807370
  nChanged 255
		SP:Iteration 26Q (51929.730000 sec): 3 clusters
  Score: Raw -5963884.044715 + Penalty 5244.833607 = -5958639.211108
  nChanged 219
		SP:Iteration 27Q (51930.170000 sec): 3 clusters
  Score: Raw -5963986.700971 + Penalty 5244.833607 = -5958741.867364
  nChanged 187
		SP:Iteration 28Q (51930.650000 sec): 3 clusters
  Score: Raw -5964075.058059 + Penalty 5244.833607 = -5958830.224452
  nChanged 158
		SP:Iteration 29Q (51931.120000 sec): 3 clusters
  Score: Raw -5964143.539904 + Penalty 5244.833607 = -5958898.706297
  nChanged 154
		SP:Iteration 30Q (51931.540000 sec): 3 clusters
  Score: Raw -5964210.932328 + Penalty 5244.833607 = -5958966.098722
  nChanged 133
		SP:Iteration 31Q (51932.000000 sec): 3 clusters
  Score: Raw -5964263.405850 + Penalty 5244.833607 = -5959018.572243
  nChanged 115
		SP:Iteration 32Q (51932.490000 sec): 3 clusters
  Score: Raw -5964302.671398 + Penalty 5244.833607 = -5959057.837792
  nChanged 81
		SP:Iteration 33Q (51932.900000 sec): 3 clusters
  Score: Raw -5964329.355927 + Penalty 5244.833607 = -5959084.522320
  nChanged 62
		SP:Iteration 34Q (51933.340000 sec): 3 clusters
  Score: Raw -5964349.431351 + Penalty 5244.833607 = -5959104.597744
  nChanged 69
		SP:Iteration 35Q (51933.720000 sec): 3 clusters
  Score: Raw -5964371.494455 + Penalty 5244.833607 = -5959126.660848
  nChanged 51
		SP:Iteration 36Q (51934.130000 sec): 3 clusters
  Score: Raw -5964385.695329 + Penalty 5244.833607 = -5959140.861722
  nChanged 37
		SP:Iteration 37Q (51934.550000 sec): 3 clusters
  Score: Raw -5964396.815250 + Penalty 5244.833607 = -5959151.981643
  nChanged 31
		SP:Iteration 38Q (51935.020000 sec): 3 clusters
  Score: Raw -5964404.068665 + Penalty 5244.833607 = -5959159.235058
  nChanged 27
		SP:Iteration 39Q (51935.480000 sec): 3 clusters
  Score: Raw -5964410.350584 + Penalty 5244.833607 = -5959165.516977
  nChanged 20
		SP:Iteration 40F (51935.910000 sec): 3 clusters
  Score: Raw -5964417.497185 + Penalty 5244.833607 = -5959172.663578
  nChanged 23
		SP:Iteration 41Q (51936.320000 sec): 3 clusters
  Score: Raw -5964423.666603 + Penalty 5244.833607 = -5959178.832997
  nChanged 21
		SP:Iteration 42Q (51936.730000 sec): 3 clusters
  Score: Raw -5964429.561380 + Penalty 5244.833607 = -5959184.727773
  nChanged 15
		SP:Iteration 43Q (51937.220000 sec): 3 clusters
  Score: Raw -5964433.570128 + Penalty 5244.833607 = -5959188.736521
  nChanged 12
		SP:Iteration 44Q (51937.690000 sec): 3 clusters
  Score: Raw -5964436.343270 + Penalty 5244.833607 = -5959191.509663
  nChanged 8
		SP:Iteration 45Q (51938.180000 sec): 3 clusters
  Score: Raw -5964438.197762 + Penalty 5244.833607 = -5959193.364155
  nChanged 6
		SP:Iteration 46Q (51938.630000 sec): 3 clusters
  Score: Raw -5964439.306254 + Penalty 5244.833607 = -5959194.472647
  nChanged 6
		SP:Iteration 47Q (51938.980000 sec): 3 clusters
  Score: Raw -5964440.361855 + Penalty 5244.833607 = -5959195.528248
  nChanged 6
		SP:Iteration 48Q (51939.440000 sec): 3 clusters
  Score: Raw -5964442.081709 + Penalty 5244.833607 = -5959197.248102
  nChanged 8
		SP:Iteration 49Q (51939.880000 sec): 3 clusters
  Score: Raw -5964443.428753 + Penalty 5244.833607 = -5959198.595146
  nChanged 4
		SP:Iteration 50Q (51940.300000 sec): 3 clusters
  Score: Raw -5964443.971256 + Penalty 5244.833607 = -5959199.137650
  nChanged 4
		SP:Iteration 51Q (51940.770000 sec): 3 clusters
  Score: Raw -5964445.014138 + Penalty 5244.833607 = -5959200.180531
  nChanged 2
		SP:Iteration 52Q (51941.180000 sec): 3 clusters
  Score: Raw -5964445.871865 + Penalty 5244.833607 = -5959201.038259
  nChanged 1
		SP:Iteration 53Q (51941.600000 sec): 3 clusters
  Score: Raw -5964446.276072 + Penalty 5244.833607 = -5959201.442465
  nChanged 0
		SP:Iteration 54F (51942.010000 sec): 3 clusters
  Score: Raw -5964446.276072 + Penalty 5244.833607 = -5959201.442465
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (4395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51942.150000 sec): 2 clusters
  Score: Raw -678710.650336 + Penalty 2080.279257 = -676630.371079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51942.440000 sec): 3 clusters
  Score: Raw -676641.675307 + Penalty 4160.558514 = -672481.116793
  nChanged 1652
		SP:Iteration 1F (51942.600000 sec): 3 clusters
  Score: Raw -677619.158420 + Penalty 4160.558514 = -673458.599907
  nChanged 323
		SP:Iteration 2F (51942.770000 sec): 3 clusters
  Score: Raw -677842.522256 + Penalty 4160.558514 = -673681.963742
  nChanged 215
		SP:Iteration 3Q (51942.930000 sec): 3 clusters
  Score: Raw -677987.041951 + Penalty 4160.558514 = -673826.483437
  nChanged 175
		SP:Iteration 4Q (51943.090000 sec): 3 clusters
  Score: Raw -678106.469741 + Penalty 4160.558514 = -673945.911228
  nChanged 169
		SP:Iteration 5Q (51943.240000 sec): 3 clusters
  Score: Raw -678226.422972 + Penalty 4160.558514 = -674065.864458
  nChanged 149
		SP:Iteration 6Q (51943.430000 sec): 3 clusters
  Score: Raw -678337.517934 + Penalty 4160.558514 = -674176.959421
  nChanged 152
		SP:Iteration 7Q (51943.580000 sec): 3 clusters
  Score: Raw -678450.806140 + Penalty 4160.558514 = -674290.247626
  nChanged 156
		SP:Iteration 8Q (51943.750000 sec): 3 clusters
  Score: Raw -678561.831236 + Penalty 4160.558514 = -674401.272722
  nChanged 142
		SP:Iteration 9Q (51943.940000 sec): 3 clusters
  Score: Raw -678654.840092 + Penalty 4160.558514 = -674494.281578
  nChanged 131
		SP:Iteration 10Q (51944.080000 sec): 3 clusters
  Score: Raw -678738.110042 + Penalty 4160.558514 = -674577.551528
  nChanged 106
		SP:Iteration 11Q (51944.300000 sec): 3 clusters
  Score: Raw -678797.452941 + Penalty 4160.558514 = -674636.894428
  nChanged 89
		SP:Iteration 12Q (51944.490000 sec): 3 clusters
  Score: Raw -678849.147818 + Penalty 4160.558514 = -674688.589305
  nChanged 70
		SP:Iteration 13Q (51944.720000 sec): 3 clusters
  Score: Raw -678898.301374 + Penalty 4160.558514 = -674737.742861
  nChanged 73
		SP:Iteration 14Q (51944.920000 sec): 3 clusters
  Score: Raw -678938.256166 + Penalty 4160.558514 = -674777.697653
  nChanged 71
		SP:Iteration 15Q (51945.080000 sec): 3 clusters
  Score: Raw -678973.751287 + Penalty 4160.558514 = -674813.192774
  nChanged 62
		SP:Iteration 16Q (51945.270000 sec): 3 clusters
  Score: Raw -679005.530731 + Penalty 4160.558514 = -674844.972218
  nChanged 63
		SP:Iteration 17Q (51945.430000 sec): 3 clusters
  Score: Raw -679033.112845 + Penalty 4160.558514 = -674872.554331
  nChanged 55
		SP:Iteration 18Q (51945.630000 sec): 3 clusters
  Score: Raw -679056.173044 + Penalty 4160.558514 = -674895.614530
  nChanged 37
		SP:Iteration 19Q (51945.800000 sec): 3 clusters
  Score: Raw -679068.852127 + Penalty 4160.558514 = -674908.293613
  nChanged 21
		SP:Iteration 20F (51945.990000 sec): 3 clusters
  Score: Raw -679076.193653 + Penalty 4160.558514 = -674915.635139
  nChanged 20
		SP:Iteration 21Q (51946.190000 sec): 3 clusters
  Score: Raw -679084.309089 + Penalty 4160.558514 = -674923.750575
  nChanged 20
		SP:Iteration 22Q (51946.350000 sec): 3 clusters
  Score: Raw -679093.703818 + Penalty 4160.558514 = -674933.145305
  nChanged 21
		SP:Iteration 23Q (51946.560000 sec): 3 clusters
  Score: Raw -679101.172539 + Penalty 4160.558514 = -674940.614025
  nChanged 13
		SP:Iteration 24Q (51946.700000 sec): 3 clusters
  Score: Raw -679105.660096 + Penalty 4160.558514 = -674945.101582
  nChanged 13
		SP:Iteration 25Q (51946.840000 sec): 3 clusters
  Score: Raw -679110.575563 + Penalty 4160.558514 = -674950.017049
  nChanged 8
		SP:Iteration 26Q (51947.030000 sec): 3 clusters
  Score: Raw -679114.205517 + Penalty 4160.558514 = -674953.647003
  nChanged 12
		SP:Iteration 27Q (51947.180000 sec): 3 clusters
  Score: Raw -679118.443641 + Penalty 4160.558514 = -674957.885127
  nChanged 16
		SP:Iteration 28Q (51947.360000 sec): 3 clusters
  Score: Raw -679122.922711 + Penalty 4160.558514 = -674962.364197
  nChanged 7
		SP:Iteration 29Q (51947.540000 sec): 3 clusters
  Score: Raw -679126.137360 + Penalty 4160.558514 = -674965.578846
  nChanged 6
		SP:Iteration 30Q (51947.700000 sec): 3 clusters
  Score: Raw -679127.878063 + Penalty 4160.558514 = -674967.319549
  nChanged 7
		SP:Iteration 31Q (51947.900000 sec): 3 clusters
  Score: Raw -679129.259102 + Penalty 4160.558514 = -674968.700589
  nChanged 6
		SP:Iteration 32Q (51948.090000 sec): 3 clusters
  Score: Raw -679130.945996 + Penalty 4160.558514 = -674970.387482
  nChanged 6
		SP:Iteration 33Q (51948.260000 sec): 3 clusters
  Score: Raw -679132.261819 + Penalty 4160.558514 = -674971.703305
  nChanged 2
		SP:Iteration 34Q (51948.400000 sec): 3 clusters
  Score: Raw -679132.798938 + Penalty 4160.558514 = -674972.240424
  nChanged 1
		SP:Iteration 35Q (51948.590000 sec): 3 clusters
  Score: Raw -679133.037253 + Penalty 4160.558514 = -674972.478739
  nChanged 3
		SP:Iteration 36Q (51948.720000 sec): 3 clusters
  Score: Raw -679134.025502 + Penalty 4160.558514 = -674973.466988
  nChanged 3
		SP:Iteration 37Q (51948.910000 sec): 3 clusters
  Score: Raw -679135.321104 + Penalty 4160.558514 = -674974.762590
  nChanged 3
		SP:Iteration 38Q (51949.100000 sec): 3 clusters
  Score: Raw -679136.374910 + Penalty 4160.558514 = -674975.816396
  nChanged 2
		SP:Iteration 39Q (51949.350000 sec): 3 clusters
  Score: Raw -679137.008577 + Penalty 4160.558514 = -674976.450064
  nChanged 3
		SP:Iteration 40F (51949.540000 sec): 3 clusters
  Score: Raw -679137.636793 + Penalty 4160.558514 = -674977.078279
  nChanged 3
		SP:Iteration 41Q (51949.780000 sec): 3 clusters
  Score: Raw -679138.322936 + Penalty 4160.558514 = -674977.764422
  nChanged 5
		SP:Iteration 42Q (51949.970000 sec): 3 clusters
  Score: Raw -679139.563496 + Penalty 4160.558514 = -674979.004983
  nChanged 4
		SP:Iteration 43Q (51950.170000 sec): 3 clusters
  Score: Raw -679140.189788 + Penalty 4160.558514 = -674979.631274
  nChanged 3
		SP:Iteration 44Q (51950.390000 sec): 3 clusters
  Score: Raw -679141.549623 + Penalty 4160.558514 = -674980.991109
  nChanged 1
		SP:Iteration 45Q (51950.640000 sec): 3 clusters
  Score: Raw -679142.098790 + Penalty 4160.558514 = -674981.540276
  nChanged 2
		SP:Iteration 46Q (51950.840000 sec): 3 clusters
  Score: Raw -679143.278076 + Penalty 4160.558514 = -674982.719562
  nChanged 2
		SP:Iteration 47Q (51951.050000 sec): 3 clusters
  Score: Raw -679143.761384 + Penalty 4160.558514 = -674983.202870
  nChanged 1
		SP:Iteration 48Q (51951.340000 sec): 3 clusters
  Score: Raw -679143.916414 + Penalty 4160.558514 = -674983.357900
  nChanged 0
		SP:Iteration 49F (51951.520000 sec): 3 clusters
  Score: Raw -679143.916414 + Penalty 4160.558514 = -674983.357900
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (3850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51951.640000 sec): 2 clusters
  Score: Raw -604924.680862 + Penalty 2047.445450 = -602877.235412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51951.910000 sec): 3 clusters
  Score: Raw -603181.891604 + Penalty 4094.890900 = -599087.000704
  nChanged 1430
		SP:Iteration 1F (51952.120000 sec): 3 clusters
  Score: Raw -604021.549794 + Penalty 4094.890900 = -599926.658894
  nChanged 299
		SP:Iteration 2F (51952.320000 sec): 3 clusters
  Score: Raw -604212.981095 + Penalty 4094.890900 = -600118.090195
  nChanged 173
		SP:Iteration 3Q (51952.520000 sec): 3 clusters
  Score: Raw -604325.931116 + Penalty 4094.890900 = -600231.040216
  nChanged 126
		SP:Iteration 4Q (51952.710000 sec): 3 clusters
  Score: Raw -604413.283403 + Penalty 4094.890900 = -600318.392503
  nChanged 108
		SP:Iteration 5Q (51952.900000 sec): 3 clusters
  Score: Raw -604487.612167 + Penalty 4094.890900 = -600392.721267
  nChanged 90
		SP:Iteration 6Q (51953.020000 sec): 3 clusters
  Score: Raw -604544.580668 + Penalty 4094.890900 = -600449.689768
  nChanged 80
		SP:Iteration 7Q (51953.170000 sec): 3 clusters
  Score: Raw -604594.836367 + Penalty 4094.890900 = -600499.945467
  nChanged 88
		SP:Iteration 8Q (51953.300000 sec): 3 clusters
  Score: Raw -604647.840612 + Penalty 4094.890900 = -600552.949712
  nChanged 77
		SP:Iteration 9Q (51953.500000 sec): 3 clusters
  Score: Raw -604693.406161 + Penalty 4094.890900 = -600598.515261
  nChanged 81
		SP:Iteration 10Q (51953.610000 sec): 3 clusters
  Score: Raw -604750.909726 + Penalty 4094.890900 = -600656.018826
  nChanged 92
		SP:Iteration 11Q (51953.800000 sec): 3 clusters
  Score: Raw -604818.638863 + Penalty 4094.890900 = -600723.747963
  nChanged 97
		SP:Iteration 12Q (51953.940000 sec): 3 clusters
  Score: Raw -604887.456713 + Penalty 4094.890900 = -600792.565813
  nChanged 98
		SP:Iteration 13Q (51954.080000 sec): 3 clusters
  Score: Raw -604944.895853 + Penalty 4094.890900 = -600850.004953
  nChanged 78
		SP:Iteration 14Q (51954.220000 sec): 3 clusters
  Score: Raw -604989.938711 + Penalty 4094.890900 = -600895.047811
  nChanged 54
		SP:Iteration 15Q (51954.370000 sec): 3 clusters
  Score: Raw -605023.980505 + Penalty 4094.890900 = -600929.089605
  nChanged 54
		SP:Iteration 16Q (51954.510000 sec): 3 clusters
  Score: Raw -605051.699877 + Penalty 4094.890900 = -600956.808978
  nChanged 51
		SP:Iteration 17Q (51954.640000 sec): 3 clusters
  Score: Raw -605078.181211 + Penalty 4094.890900 = -600983.290311
  nChanged 61
		SP:Iteration 18Q (51954.770000 sec): 3 clusters
  Score: Raw -605114.720228 + Penalty 4094.890900 = -601019.829328
  nChanged 58
		SP:Iteration 19Q (51954.930000 sec): 3 clusters
  Score: Raw -605155.478085 + Penalty 4094.890900 = -601060.587185
  nChanged 56
		SP:Iteration 20F (51955.070000 sec): 3 clusters
  Score: Raw -605195.270364 + Penalty 4094.890900 = -601100.379464
  nChanged 67
		SP:Iteration 21Q (51955.190000 sec): 3 clusters
  Score: Raw -605242.606200 + Penalty 4094.890900 = -601147.715300
  nChanged 63
		SP:Iteration 22Q (51955.390000 sec): 3 clusters
  Score: Raw -605285.125281 + Penalty 4094.890900 = -601190.234381
  nChanged 67
		SP:Iteration 23Q (51955.530000 sec): 3 clusters
  Score: Raw -605333.692909 + Penalty 4094.890900 = -601238.802009
  nChanged 51
		SP:Iteration 24Q (51955.720000 sec): 3 clusters
  Score: Raw -605368.636011 + Penalty 4094.890900 = -601273.745111
  nChanged 40
		SP:Iteration 25Q (51955.910000 sec): 3 clusters
  Score: Raw -605398.514461 + Penalty 4094.890900 = -601303.623561
  nChanged 42
		SP:Iteration 26Q (51956.040000 sec): 3 clusters
  Score: Raw -605426.209486 + Penalty 4094.890900 = -601331.318586
  nChanged 34
		SP:Iteration 27Q (51956.200000 sec): 3 clusters
  Score: Raw -605448.594914 + Penalty 4094.890900 = -601353.704014
  nChanged 23
		SP:Iteration 28Q (51956.330000 sec): 3 clusters
  Score: Raw -605461.331819 + Penalty 4094.890900 = -601366.440919
  nChanged 18
		SP:Iteration 29Q (51956.460000 sec): 3 clusters
  Score: Raw -605473.202031 + Penalty 4094.890900 = -601378.311132
  nChanged 24
		SP:Iteration 30Q (51956.650000 sec): 3 clusters
  Score: Raw -605494.016023 + Penalty 4094.890900 = -601399.125123
  nChanged 40
		SP:Iteration 31Q (51956.830000 sec): 3 clusters
  Score: Raw -605538.987780 + Penalty 4094.890900 = -601444.096880
  nChanged 48
		SP:Iteration 32Q (51957.000000 sec): 3 clusters
  Score: Raw -605602.234814 + Penalty 4094.890900 = -601507.343914
  nChanged 59
		SP:Iteration 33Q (51957.170000 sec): 3 clusters
  Score: Raw -605693.606308 + Penalty 4094.890900 = -601598.715408
  nChanged 59
		SP:Iteration 34Q (51957.350000 sec): 3 clusters
  Score: Raw -605784.697044 + Penalty 4094.890900 = -601689.806144
  nChanged 52
		SP:Iteration 35Q (51957.540000 sec): 3 clusters
  Score: Raw -605850.636127 + Penalty 4094.890900 = -601755.745228
  nChanged 49
		SP:Iteration 36Q (51957.720000 sec): 3 clusters
  Score: Raw -605905.585625 + Penalty 4094.890900 = -601810.694725
  nChanged 35
		SP:Iteration 37Q (51957.880000 sec): 3 clusters
  Score: Raw -605931.892386 + Penalty 4094.890900 = -601837.001486
  nChanged 23
		SP:Iteration 38Q (51958.060000 sec): 3 clusters
  Score: Raw -605949.966570 + Penalty 4094.890900 = -601855.075670
  nChanged 18
		SP:Iteration 39Q (51958.220000 sec): 3 clusters
  Score: Raw -605962.787967 + Penalty 4094.890900 = -601867.897067
  nChanged 15
		SP:Iteration 40F (51958.430000 sec): 3 clusters
  Score: Raw -605971.625759 + Penalty 4094.890900 = -601876.734859
  nChanged 9
		SP:Iteration 41Q (51958.620000 sec): 3 clusters
  Score: Raw -605976.102156 + Penalty 4094.890900 = -601881.211256
  nChanged 11
		SP:Iteration 42Q (51958.760000 sec): 3 clusters
  Score: Raw -605982.203543 + Penalty 4094.890900 = -601887.312643
  nChanged 9
		SP:Iteration 43Q (51958.960000 sec): 3 clusters
  Score: Raw -605986.197835 + Penalty 4094.890900 = -601891.306935
  nChanged 10
		SP:Iteration 44Q (51959.120000 sec): 3 clusters
  Score: Raw -605991.976413 + Penalty 4094.890900 = -601897.085513
  nChanged 7
		SP:Iteration 45Q (51959.260000 sec): 3 clusters
  Score: Raw -605996.565502 + Penalty 4094.890900 = -601901.674602
  nChanged 11
		SP:Iteration 46Q (51959.390000 sec): 3 clusters
  Score: Raw -606003.581781 + Penalty 4094.890900 = -601908.690881
  nChanged 14
		SP:Iteration 47Q (51959.530000 sec): 3 clusters
  Score: Raw -606010.946399 + Penalty 4094.890900 = -601916.055499
  nChanged 12
		SP:Iteration 48Q (51959.680000 sec): 3 clusters
  Score: Raw -606019.301996 + Penalty 4094.890900 = -601924.411096
  nChanged 10
		SP:Iteration 49Q (51959.830000 sec): 3 clusters
  Score: Raw -606025.015611 + Penalty 4094.890900 = -601930.124711
  nChanged 7
		SP:Iteration 50Q (51960.070000 sec): 3 clusters
  Score: Raw -606029.280374 + Penalty 4094.890900 = -601934.389474
  nChanged 13
		SP:Iteration 51Q (51960.270000 sec): 3 clusters
  Score: Raw -606035.798837 + Penalty 4094.890900 = -601940.907937
  nChanged 13
		SP:Iteration 52Q (51960.480000 sec): 3 clusters
  Score: Raw -606045.702463 + Penalty 4094.890900 = -601950.811563
  nChanged 13
		SP:Iteration 53Q (51960.650000 sec): 3 clusters
  Score: Raw -606051.991660 + Penalty 4094.890900 = -601957.100760
  nChanged 13
		SP:Iteration 54Q (51960.800000 sec): 3 clusters
  Score: Raw -606060.815727 + Penalty 4094.890900 = -601965.924827
  nChanged 17
		SP:Iteration 55Q (51960.940000 sec): 3 clusters
  Score: Raw -606073.765893 + Penalty 4094.890900 = -601978.874993
  nChanged 20
		SP:Iteration 56Q (51961.110000 sec): 3 clusters
  Score: Raw -606091.756359 + Penalty 4094.890900 = -601996.865459
  nChanged 33
		SP:Iteration 57Q (51961.330000 sec): 3 clusters
  Score: Raw -606126.245820 + Penalty 4094.890900 = -602031.354920
  nChanged 39
		SP:Iteration 58Q (51961.500000 sec): 3 clusters
  Score: Raw -606187.118994 + Penalty 4094.890900 = -602092.228094
  nChanged 59
		SP:Iteration 59Q (51961.680000 sec): 3 clusters
  Score: Raw -606288.931635 + Penalty 4094.890900 = -602194.040735
  nChanged 57
		SP:Iteration 60F (51961.880000 sec): 3 clusters
  Score: Raw -606392.079743 + Penalty 4094.890900 = -602297.188843
  nChanged 55
		SP:Iteration 61Q (51962.080000 sec): 3 clusters
  Score: Raw -606465.926865 + Penalty 4094.890900 = -602371.035965
  nChanged 41
		SP:Iteration 62Q (51962.300000 sec): 3 clusters
  Score: Raw -606510.357616 + Penalty 4094.890900 = -602415.466716
  nChanged 29
		SP:Iteration 63Q (51962.500000 sec): 3 clusters
  Score: Raw -606545.557604 + Penalty 4094.890900 = -602450.666704
  nChanged 32
		SP:Iteration 64Q (51962.690000 sec): 3 clusters
  Score: Raw -606595.212456 + Penalty 4094.890900 = -602500.321556
  nChanged 41
		SP:Iteration 65Q (51962.840000 sec): 3 clusters
  Score: Raw -606661.359450 + Penalty 4094.890900 = -602566.468550
  nChanged 38
		SP:Iteration 66Q (51962.990000 sec): 3 clusters
  Score: Raw -606734.516863 + Penalty 4094.890900 = -602639.625963
  nChanged 49
		SP:Iteration 67Q (51963.150000 sec): 3 clusters
  Score: Raw -606851.024632 + Penalty 4094.890900 = -602756.133732
  nChanged 48
		SP:Iteration 68Q (51963.330000 sec): 3 clusters
  Score: Raw -606949.810936 + Penalty 4094.890900 = -602854.920036
  nChanged 25
		SP:Iteration 69Q (51963.510000 sec): 3 clusters
  Score: Raw -606970.968472 + Penalty 4094.890900 = -602876.077572
  nChanged 9
		SP:Iteration 70Q (51963.720000 sec): 3 clusters
  Score: Raw -606975.421957 + Penalty 4094.890900 = -602880.531057
  nChanged 1
		SP:Iteration 71Q (51963.910000 sec): 3 clusters
  Score: Raw -606975.670724 + Penalty 4094.890900 = -602880.779824
  nChanged 0
		SP:Iteration 72F (51964.070000 sec): 3 clusters
  Score: Raw -606979.413013 + Penalty 4094.890900 = -602884.522113
  nChanged 2
		SP:Iteration 73Q (51964.250000 sec): 3 clusters
  Score: Raw -606980.981468 + Penalty 4094.890900 = -602886.090568
  nChanged 1
		SP:Iteration 74Q (51964.430000 sec): 3 clusters
  Score: Raw -606981.474073 + Penalty 4094.890900 = -602886.583173
  nChanged 2
		SP:Iteration 75Q (51964.590000 sec): 3 clusters
  Score: Raw -606982.309904 + Penalty 4094.890900 = -602887.419004
  nChanged 2
		SP:Iteration 76Q (51964.750000 sec): 3 clusters
  Score: Raw -606983.220636 + Penalty 4094.890900 = -602888.329736
  nChanged 2
		SP:Iteration 77Q (51964.910000 sec): 3 clusters
  Score: Raw -606984.023190 + Penalty 4094.890900 = -602889.132290
  nChanged 0
		SP:Iteration 78F (51965.080000 sec): 3 clusters
  Score: Raw -606984.023190 + Penalty 4094.890900 = -602889.132290
  nChanged 0

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

 Trying to split cluster 75 (16955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51965.320000 sec): 2 clusters
  Score: Raw -2712770.741698 + Penalty 2415.102878 = -2710355.638820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51965.650000 sec): 3 clusters
  Score: Raw -2703100.601955 + Penalty 4830.205755 = -2698270.396200
  nChanged 7398
		SP:Iteration 1F (51965.930000 sec): 3 clusters
  Score: Raw -2707224.973882 + Penalty 4830.205755 = -2702394.768127
  nChanged 1068
		SP:Iteration 2F (51966.260000 sec): 3 clusters
  Score: Raw -2707706.228602 + Penalty 4830.205755 = -2702876.022847
  nChanged 908
		SP:Iteration 3F (51966.600000 sec): 3 clusters
  Score: Raw -2708103.378929 + Penalty 4830.205755 = -2703273.173174
  nChanged 792
		SP:Iteration 4Q (51966.900000 sec): 3 clusters
  Score: Raw -2708460.186064 + Penalty 4830.205755 = -2703629.980308
  nChanged 751
		SP:Iteration 5Q (51967.270000 sec): 3 clusters
  Score: Raw -2708802.124437 + Penalty 4830.205755 = -2703971.918682
  nChanged 700
		SP:Iteration 6Q (51967.620000 sec): 3 clusters
  Score: Raw -2709129.822478 + Penalty 4830.205755 = -2704299.616723
  nChanged 711
		SP:Iteration 7Q (51968.010000 sec): 3 clusters
  Score: Raw -2709458.063789 + Penalty 4830.205755 = -2704627.858034
  nChanged 618
		SP:Iteration 8Q (51968.280000 sec): 3 clusters
  Score: Raw -2709757.022141 + Penalty 4830.205755 = -2704926.816386
  nChanged 569
		SP:Iteration 9Q (51968.650000 sec): 3 clusters
  Score: Raw -2710018.811831 + Penalty 4830.205755 = -2705188.606076
  nChanged 581
		SP:Iteration 10Q (51968.950000 sec): 3 clusters
  Score: Raw -2710316.958656 + Penalty 4830.205755 = -2705486.752901
  nChanged 573
		SP:Iteration 11Q (51969.300000 sec): 3 clusters
  Score: Raw -2710628.278387 + Penalty 4830.205755 = -2705798.072632
  nChanged 548
		SP:Iteration 12Q (51969.630000 sec): 3 clusters
  Score: Raw -2710943.653785 + Penalty 4830.205755 = -2706113.448030
  nChanged 530
		SP:Iteration 13Q (51969.970000 sec): 3 clusters
  Score: Raw -2711262.123409 + Penalty 4830.205755 = -2706431.917654
  nChanged 471
		SP:Iteration 14Q (51970.310000 sec): 3 clusters
  Score: Raw -2711522.880394 + Penalty 4830.205755 = -2706692.674639
  nChanged 415
		SP:Iteration 15Q (51970.650000 sec): 3 clusters
  Score: Raw -2711758.125352 + Penalty 4830.205755 = -2706927.919596
  nChanged 373
		SP:Iteration 16Q (51970.920000 sec): 3 clusters
  Score: Raw -2711982.103924 + Penalty 4830.205755 = -2707151.898169
  nChanged 345
		SP:Iteration 17Q (51971.240000 sec): 3 clusters
  Score: Raw -2712177.958763 + Penalty 4830.205755 = -2707347.753008
  nChanged 295
		SP:Iteration 18Q (51971.610000 sec): 3 clusters
  Score: Raw -2712335.161769 + Penalty 4830.205755 = -2707504.956014
  nChanged 226
		SP:Iteration 19Q (51971.900000 sec): 3 clusters
  Score: Raw -2712451.188928 + Penalty 4830.205755 = -2707620.983173
  nChanged 194
		SP:Iteration 20F (51972.180000 sec): 3 clusters
  Score: Raw -2712556.197050 + Penalty 4830.205755 = -2707725.991295
  nChanged 195
		SP:Iteration 21Q (51972.460000 sec): 3 clusters
  Score: Raw -2712677.185674 + Penalty 4830.205755 = -2707846.979919
  nChanged 181
		SP:Iteration 22Q (51972.810000 sec): 3 clusters
  Score: Raw -2712779.132947 + Penalty 4830.205755 = -2707948.927192
  nChanged 156
		SP:Iteration 23Q (51973.090000 sec): 3 clusters
  Score: Raw -2712869.961446 + Penalty 4830.205755 = -2708039.755691
  nChanged 104
		SP:Iteration 24Q (51973.430000 sec): 3 clusters
  Score: Raw -2712930.384093 + Penalty 4830.205755 = -2708100.178338
  nChanged 90
		SP:Iteration 25Q (51973.700000 sec): 3 clusters
  Score: Raw -2712977.243598 + Penalty 4830.205755 = -2708147.037842
  nChanged 67
		SP:Iteration 26Q (51973.980000 sec): 3 clusters
  Score: Raw -2713020.507372 + Penalty 4830.205755 = -2708190.301617
  nChanged 58
		SP:Iteration 27Q (51974.310000 sec): 3 clusters
  Score: Raw -2713053.551979 + Penalty 4830.205755 = -2708223.346224
  nChanged 53
		SP:Iteration 28Q (51974.610000 sec): 3 clusters
  Score: Raw -2713086.402902 + Penalty 4830.205755 = -2708256.197147
  nChanged 47
		SP:Iteration 29Q (51974.950000 sec): 3 clusters
  Score: Raw -2713113.857740 + Penalty 4830.205755 = -2708283.651985
  nChanged 36
		SP:Iteration 30Q (51975.290000 sec): 3 clusters
  Score: Raw -2713136.782560 + Penalty 4830.205755 = -2708306.576805
  nChanged 34
		SP:Iteration 31Q (51975.650000 sec): 3 clusters
  Score: Raw -2713158.116991 + Penalty 4830.205755 = -2708327.911236
  nChanged 28
		SP:Iteration 32Q (51975.960000 sec): 3 clusters
  Score: Raw -2713175.705952 + Penalty 4830.205755 = -2708345.500197
  nChanged 27
		SP:Iteration 33Q (51976.340000 sec): 3 clusters
  Score: Raw -2713190.682200 + Penalty 4830.205755 = -2708360.476445
  nChanged 17
		SP:Iteration 34Q (51976.650000 sec): 3 clusters
  Score: Raw -2713200.950275 + Penalty 4830.205755 = -2708370.744520
  nChanged 17
		SP:Iteration 35Q (51976.940000 sec): 3 clusters
  Score: Raw -2713209.340972 + Penalty 4830.205755 = -2708379.135217
  nChanged 13
		SP:Iteration 36Q (51977.250000 sec): 3 clusters
  Score: Raw -2713217.065445 + Penalty 4830.205755 = -2708386.859690
  nChanged 12
		SP:Iteration 37Q (51977.550000 sec): 3 clusters
  Score: Raw -2713225.786898 + Penalty 4830.205755 = -2708395.581143
  nChanged 12
		SP:Iteration 38Q (51977.840000 sec): 3 clusters
  Score: Raw -2713233.100558 + Penalty 4830.205755 = -2708402.894802
  nChanged 11
		SP:Iteration 39Q (51978.110000 sec): 3 clusters
  Score: Raw -2713239.919185 + Penalty 4830.205755 = -2708409.713430
  nChanged 7
		SP:Iteration 40F (51978.480000 sec): 3 clusters
  Score: Raw -2713244.830582 + Penalty 4830.205755 = -2708414.624827
  nChanged 8
		SP:Iteration 41Q (51978.750000 sec): 3 clusters
  Score: Raw -2713251.306992 + Penalty 4830.205755 = -2708421.101237
  nChanged 13
		SP:Iteration 42Q (51979.070000 sec): 3 clusters
  Score: Raw -2713259.743306 + Penalty 4830.205755 = -2708429.537551
  nChanged 6
		SP:Iteration 43Q (51979.380000 sec): 3 clusters
  Score: Raw -2713263.527290 + Penalty 4830.205755 = -2708433.321535
  nChanged 2
		SP:Iteration 44Q (51979.700000 sec): 3 clusters
  Score: Raw -2713264.915655 + Penalty 4830.205755 = -2708434.709900
  nChanged 1
		SP:Iteration 45Q (51980.010000 sec): 3 clusters
  Score: Raw -2713265.557752 + Penalty 4830.205755 = -2708435.351997
  nChanged 1
		SP:Iteration 46Q (51980.320000 sec): 3 clusters
  Score: Raw -2713266.176740 + Penalty 4830.205755 = -2708435.970985
  nChanged 0
		SP:Iteration 47F (51980.700000 sec): 3 clusters
  Score: Raw -2713266.176740 + Penalty 4830.205755 = -2708435.970985
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (2067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51980.760000 sec): 2 clusters
  Score: Raw -321924.869960 + Penalty 1893.195683 = -320031.674278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51980.940000 sec): 3 clusters
  Score: Raw -321168.652492 + Penalty 3786.391366 = -317382.261127
  nChanged 645
		SP:Iteration 1F (51981.110000 sec): 3 clusters
  Score: Raw -321626.342365 + Penalty 3786.391366 = -317839.951000
  nChanged 162
		SP:Iteration 2F (51981.290000 sec): 3 clusters
  Score: Raw -321761.678801 + Penalty 3786.391366 = -317975.287435
  nChanged 91
		SP:Iteration 3Q (51981.470000 sec): 3 clusters
  Score: Raw -321841.579512 + Penalty 3786.391366 = -318055.188147
  nChanged 75
		SP:Iteration 4Q (51981.640000 sec): 3 clusters
  Score: Raw -321913.025949 + Penalty 3786.391366 = -318126.634584
  nChanged 67
		SP:Iteration 5Q (51981.820000 sec): 3 clusters
  Score: Raw -321970.687412 + Penalty 3786.391366 = -318184.296046
  nChanged 52
		SP:Iteration 6Q (51981.990000 sec): 3 clusters
  Score: Raw -322017.275178 + Penalty 3786.391366 = -318230.883812
  nChanged 44
		SP:Iteration 7Q (51982.170000 sec): 3 clusters
  Score: Raw -322050.424888 + Penalty 3786.391366 = -318264.033522
  nChanged 33
		SP:Iteration 8Q (51982.350000 sec): 3 clusters
  Score: Raw -322078.044904 + Penalty 3786.391366 = -318291.653539
  nChanged 36
		SP:Iteration 9Q (51982.520000 sec): 3 clusters
  Score: Raw -322102.768311 + Penalty 3786.391366 = -318316.376945
  nChanged 27
		SP:Iteration 10Q (51982.700000 sec): 3 clusters
  Score: Raw -322120.417268 + Penalty 3786.391366 = -318334.025902
  nChanged 21
		SP:Iteration 11Q (51982.870000 sec): 3 clusters
  Score: Raw -322139.398057 + Penalty 3786.391366 = -318353.006692
  nChanged 15
		SP:Iteration 12Q (51983.050000 sec): 3 clusters
  Score: Raw -322151.389481 + Penalty 3786.391366 = -318364.998115
  nChanged 14
		SP:Iteration 13Q (51983.230000 sec): 3 clusters
  Score: Raw -322163.667937 + Penalty 3786.391366 = -318377.276572
  nChanged 19
		SP:Iteration 14Q (51983.400000 sec): 3 clusters
  Score: Raw -322177.651215 + Penalty 3786.391366 = -318391.259849
  nChanged 15
		SP:Iteration 15Q (51983.580000 sec): 3 clusters
  Score: Raw -322188.966032 + Penalty 3786.391366 = -318402.574667
  nChanged 9
		SP:Iteration 16Q (51983.750000 sec): 3 clusters
  Score: Raw -322198.781071 + Penalty 3786.391366 = -318412.389705
  nChanged 14
		SP:Iteration 17Q (51983.930000 sec): 3 clusters
  Score: Raw -322209.349890 + Penalty 3786.391366 = -318422.958524
  nChanged 16
		SP:Iteration 18Q (51984.100000 sec): 3 clusters
  Score: Raw -322221.621475 + Penalty 3786.391366 = -318435.230110
  nChanged 17
		SP:Iteration 19Q (51984.280000 sec): 3 clusters
  Score: Raw -322236.323023 + Penalty 3786.391366 = -318449.931657
  nChanged 14
		SP:Iteration 20F (51984.450000 sec): 3 clusters
  Score: Raw -322247.555921 + Penalty 3786.391366 = -318461.164555
  nChanged 13
		SP:Iteration 21Q (51984.630000 sec): 3 clusters
  Score: Raw -322257.468745 + Penalty 3786.391366 = -318471.077379
  nChanged 12
		SP:Iteration 22Q (51984.810000 sec): 3 clusters
  Score: Raw -322268.040388 + Penalty 3786.391366 = -318481.649022
  nChanged 15
		SP:Iteration 23Q (51984.980000 sec): 3 clusters
  Score: Raw -322282.930575 + Penalty 3786.391366 = -318496.539209
  nChanged 18
		SP:Iteration 24Q (51985.160000 sec): 3 clusters
  Score: Raw -322304.104022 + Penalty 3786.391366 = -318517.712656
  nChanged 19
		SP:Iteration 25Q (51985.330000 sec): 3 clusters
  Score: Raw -322322.489495 + Penalty 3786.391366 = -318536.098130
  nChanged 22
		SP:Iteration 26Q (51985.510000 sec): 3 clusters
  Score: Raw -322343.090779 + Penalty 3786.391366 = -318556.699413
  nChanged 24
		SP:Iteration 27Q (51985.700000 sec): 3 clusters
  Score: Raw -322365.882208 + Penalty 3786.391366 = -318579.490843
  nChanged 28
		SP:Iteration 28Q (51985.920000 sec): 3 clusters
  Score: Raw -322385.736766 + Penalty 3786.391366 = -318599.345400
  nChanged 17
		SP:Iteration 29Q (51986.030000 sec): 3 clusters
  Score: Raw -322396.004070 + Penalty 3786.391366 = -318609.612704
  nChanged 10
		SP:Iteration 30Q (51986.200000 sec): 3 clusters
  Score: Raw -322405.053862 + Penalty 3786.391366 = -318618.662497
  nChanged 12
		SP:Iteration 31Q (51986.340000 sec): 3 clusters
  Score: Raw -322413.530716 + Penalty 3786.391366 = -318627.139351
  nChanged 10
		SP:Iteration 32Q (51986.520000 sec): 3 clusters
  Score: Raw -322420.119615 + Penalty 3786.391366 = -318633.728249
  nChanged 9
		SP:Iteration 33Q (51986.690000 sec): 3 clusters
  Score: Raw -322425.133299 + Penalty 3786.391366 = -318638.741934
  nChanged 7
		SP:Iteration 34Q (51986.870000 sec): 3 clusters
  Score: Raw -322428.781348 + Penalty 3786.391366 = -318642.389982
  nChanged 9
		SP:Iteration 35Q (51987.050000 sec): 3 clusters
  Score: Raw -322432.890727 + Penalty 3786.391366 = -318646.499361
  nChanged 11
		SP:Iteration 36Q (51987.270000 sec): 3 clusters
  Score: Raw -322439.625765 + Penalty 3786.391366 = -318653.234400
  nChanged 9
		SP:Iteration 37Q (51987.420000 sec): 3 clusters
  Score: Raw -322444.022308 + Penalty 3786.391366 = -318657.630943
  nChanged 6
		SP:Iteration 38Q (51987.580000 sec): 3 clusters
  Score: Raw -322449.831074 + Penalty 3786.391366 = -318663.439708
  nChanged 3
		SP:Iteration 39Q (51987.730000 sec): 3 clusters
  Score: Raw -322452.944191 + Penalty 3786.391366 = -318666.552825
  nChanged 1
		SP:Iteration 40F (51987.890000 sec): 3 clusters
  Score: Raw -322453.968408 + Penalty 3786.391366 = -318667.577042
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (13977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51988.000000 sec): 2 clusters
  Score: Raw -2185859.730358 + Penalty 2367.201763 = -2183492.528595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51988.300000 sec): 3 clusters
  Score: Raw -2177942.749144 + Penalty 4734.403527 = -2173208.345617
  nChanged 6002
		SP:Iteration 1F (51988.580000 sec): 3 clusters
  Score: Raw -2181283.760018 + Penalty 4734.403527 = -2176549.356491
  nChanged 918
		SP:Iteration 2F (51988.860000 sec): 3 clusters
  Score: Raw -2181749.743423 + Penalty 4734.403527 = -2177015.339896
  nChanged 826
		SP:Iteration 3F (51989.140000 sec): 3 clusters
  Score: Raw -2182179.728373 + Penalty 4734.403527 = -2177445.324846
  nChanged 834
		SP:Iteration 4F (51989.420000 sec): 3 clusters
  Score: Raw -2182724.162708 + Penalty 4734.403527 = -2177989.759181
  nChanged 881
		SP:Iteration 5F (51989.700000 sec): 3 clusters
  Score: Raw -2183345.765857 + Penalty 4734.403527 = -2178611.362330
  nChanged 884
		SP:Iteration 6F (51989.980000 sec): 3 clusters
  Score: Raw -2183960.643588 + Penalty 4734.403527 = -2179226.240062
  nChanged 767
		SP:Iteration 7F (51990.270000 sec): 3 clusters
  Score: Raw -2184453.944018 + Penalty 4734.403527 = -2179719.540492
  nChanged 638
		SP:Iteration 8Q (51990.550000 sec): 3 clusters
  Score: Raw -2184824.559861 + Penalty 4734.403527 = -2180090.156334
  nChanged 493
		SP:Iteration 9Q (51990.830000 sec): 3 clusters
  Score: Raw -2185059.274506 + Penalty 4734.403527 = -2180324.870979
  nChanged 410
		SP:Iteration 10Q (51991.110000 sec): 3 clusters
  Score: Raw -2185225.616885 + Penalty 4734.403527 = -2180491.213359
  nChanged 311
		SP:Iteration 11Q (51991.390000 sec): 3 clusters
  Score: Raw -2185353.774606 + Penalty 4734.403527 = -2180619.371079
  nChanged 303
		SP:Iteration 12Q (51991.670000 sec): 3 clusters
  Score: Raw -2185474.744702 + Penalty 4734.403527 = -2180740.341176
  nChanged 295
		SP:Iteration 13Q (51991.950000 sec): 3 clusters
  Score: Raw -2185583.215114 + Penalty 4734.403527 = -2180848.811587
  nChanged 282
		SP:Iteration 14Q (51992.230000 sec): 3 clusters
  Score: Raw -2185696.299792 + Penalty 4734.403527 = -2180961.896265
  nChanged 307
		SP:Iteration 15Q (51992.510000 sec): 3 clusters
  Score: Raw -2185837.171144 + Penalty 4734.403527 = -2181102.767618
  nChanged 331
		SP:Iteration 16Q (51992.800000 sec): 3 clusters
  Score: Raw -2185986.153945 + Penalty 4734.403527 = -2181251.750418
  nChanged 313
		SP:Iteration 17Q (51993.080000 sec): 3 clusters
  Score: Raw -2186139.076360 + Penalty 4734.403527 = -2181404.672833
  nChanged 314
		SP:Iteration 18Q (51993.360000 sec): 3 clusters
  Score: Raw -2186293.691136 + Penalty 4734.403527 = -2181559.287610
  nChanged 290
		SP:Iteration 19Q (51993.640000 sec): 3 clusters
  Score: Raw -2186421.060580 + Penalty 4734.403527 = -2181686.657053
  nChanged 256
		SP:Iteration 20F (51993.920000 sec): 3 clusters
  Score: Raw -2186524.701318 + Penalty 4734.403527 = -2181790.297792
  nChanged 216
		SP:Iteration 21Q (51994.190000 sec): 3 clusters
  Score: Raw -2186602.051028 + Penalty 4734.403527 = -2181867.647502
  nChanged 184
		SP:Iteration 22Q (51994.470000 sec): 3 clusters
  Score: Raw -2186662.009491 + Penalty 4734.403527 = -2181927.605964
  nChanged 154
		SP:Iteration 23Q (51994.750000 sec): 3 clusters
  Score: Raw -2186715.404497 + Penalty 4734.403527 = -2181981.000971
  nChanged 151
		SP:Iteration 24Q (51995.030000 sec): 3 clusters
  Score: Raw -2186769.715955 + Penalty 4734.403527 = -2182035.312428
  nChanged 153
		SP:Iteration 25Q (51995.310000 sec): 3 clusters
  Score: Raw -2186818.086252 + Penalty 4734.403527 = -2182083.682725
  nChanged 125
		SP:Iteration 26Q (51995.630000 sec): 3 clusters
  Score: Raw -2186854.944977 + Penalty 4734.403527 = -2182120.541450
  nChanged 109
		SP:Iteration 27Q (51995.880000 sec): 3 clusters
  Score: Raw -2186886.608915 + Penalty 4734.403527 = -2182152.205389
  nChanged 104
		SP:Iteration 28Q (51996.160000 sec): 3 clusters
  Score: Raw -2186918.943507 + Penalty 4734.403527 = -2182184.539981
  nChanged 93
		SP:Iteration 29Q (51996.440000 sec): 3 clusters
  Score: Raw -2186950.960303 + Penalty 4734.403527 = -2182216.556777
  nChanged 93
		SP:Iteration 30Q (51996.720000 sec): 3 clusters
  Score: Raw -2186979.287247 + Penalty 4734.403527 = -2182244.883721
  nChanged 75
		SP:Iteration 31Q (51997.010000 sec): 3 clusters
  Score: Raw -2187001.588761 + Penalty 4734.403527 = -2182267.185235
  nChanged 79
		SP:Iteration 32Q (51997.300000 sec): 3 clusters
  Score: Raw -2187023.033467 + Penalty 4734.403527 = -2182288.629940
  nChanged 65
		SP:Iteration 33Q (51997.580000 sec): 3 clusters
  Score: Raw -2187041.116394 + Penalty 4734.403527 = -2182306.712868
  nChanged 53
		SP:Iteration 34Q (51997.860000 sec): 3 clusters
  Score: Raw -2187055.446772 + Penalty 4734.403527 = -2182321.043245
  nChanged 53
		SP:Iteration 35Q (51998.150000 sec): 3 clusters
  Score: Raw -2187069.993343 + Penalty 4734.403527 = -2182335.589816
  nChanged 47
		SP:Iteration 36Q (51998.430000 sec): 3 clusters
  Score: Raw -2187081.494065 + Penalty 4734.403527 = -2182347.090538
  nChanged 36
		SP:Iteration 37Q (51998.710000 sec): 3 clusters
  Score: Raw -2187089.808559 + Penalty 4734.403527 = -2182355.405032
  nChanged 33
		SP:Iteration 38Q (51998.990000 sec): 3 clusters
  Score: Raw -2187098.897135 + Penalty 4734.403527 = -2182364.493608
  nChanged 33
		SP:Iteration 39Q (51999.280000 sec): 3 clusters
  Score: Raw -2187106.898037 + Penalty 4734.403527 = -2182372.494510
  nChanged 24
		SP:Iteration 40F (51999.560000 sec): 3 clusters
  Score: Raw -2187112.976900 + Penalty 4734.403527 = -2182378.573374
  nChanged 24
		SP:Iteration 41Q (51999.890000 sec): 3 clusters
  Score: Raw -2187118.823221 + Penalty 4734.403527 = -2182384.419694
  nChanged 25
		SP:Iteration 42Q (52000.140000 sec): 3 clusters
  Score: Raw -2187124.012067 + Penalty 4734.403527 = -2182389.608540
  nChanged 23
		SP:Iteration 43Q (52000.420000 sec): 3 clusters
  Score: Raw -2187129.753575 + Penalty 4734.403527 = -2182395.350048
  nChanged 24
		SP:Iteration 44Q (52000.690000 sec): 3 clusters
  Score: Raw -2187135.856465 + Penalty 4734.403527 = -2182401.452938
  nChanged 18
		SP:Iteration 45Q (52000.970000 sec): 3 clusters
  Score: Raw -2187140.061432 + Penalty 4734.403527 = -2182405.657906
  nChanged 16
		SP:Iteration 46Q (52001.280000 sec): 3 clusters
  Score: Raw -2187144.299394 + Penalty 4734.403527 = -2182409.895868
  nChanged 12
		SP:Iteration 47Q (52001.530000 sec): 3 clusters
  Score: Raw -2187147.060882 + Penalty 4734.403527 = -2182412.657355
  nChanged 6
		SP:Iteration 48Q (52001.840000 sec): 3 clusters
  Score: Raw -2187147.995634 + Penalty 4734.403527 = -2182413.592107
  nChanged 5
		SP:Iteration 49Q (52002.110000 sec): 3 clusters
  Score: Raw -2187149.437422 + Penalty 4734.403527 = -2182415.033895
  nChanged 10
		SP:Iteration 50Q (52002.360000 sec): 3 clusters
  Score: Raw -2187151.700035 + Penalty 4734.403527 = -2182417.296508
  nChanged 8
		SP:Iteration 51Q (52002.670000 sec): 3 clusters
  Score: Raw -2187154.139133 + Penalty 4734.403527 = -2182419.735606
  nChanged 11
		SP:Iteration 52Q (52002.940000 sec): 3 clusters
  Score: Raw -2187156.630028 + Penalty 4734.403527 = -2182422.226501
  nChanged 10
		SP:Iteration 53Q (52003.240000 sec): 3 clusters
  Score: Raw -2187158.693952 + Penalty 4734.403527 = -2182424.290425
  nChanged 2
		SP:Iteration 54Q (52003.510000 sec): 3 clusters
  Score: Raw -2187159.098212 + Penalty 4734.403527 = -2182424.694685
  nChanged 3
		SP:Iteration 55Q (52003.810000 sec): 3 clusters
  Score: Raw -2187159.735532 + Penalty 4734.403527 = -2182425.332005
  nChanged 2
		SP:Iteration 56Q (52004.080000 sec): 3 clusters
  Score: Raw -2187160.028178 + Penalty 4734.403527 = -2182425.624651
  nChanged 2
		SP:Iteration 57Q (52004.370000 sec): 3 clusters
  Score: Raw -2187160.209875 + Penalty 4734.403527 = -2182425.806349
  nChanged 1
		SP:Iteration 58Q (52004.710000 sec): 3 clusters
  Score: Raw -2187160.410483 + Penalty 4734.403527 = -2182426.006957
  nChanged 0
		SP:Iteration 59F (52004.920000 sec): 3 clusters
  Score: Raw -2187160.410483 + Penalty 4734.403527 = -2182426.006957
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (6528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52005.040000 sec): 2 clusters
  Score: Raw -1019478.409215 + Penalty 2178.396262 = -1017300.012953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52005.280000 sec): 3 clusters
  Score: Raw -1016194.915698 + Penalty 4356.792525 = -1011838.123173
  nChanged 2607
		SP:Iteration 1F (52005.460000 sec): 3 clusters
  Score: Raw -1017674.309271 + Penalty 4356.792525 = -1013317.516746
  nChanged 492
		SP:Iteration 2F (52005.700000 sec): 3 clusters
  Score: Raw -1017943.375029 + Penalty 4356.792525 = -1013586.582505
  nChanged 341
		SP:Iteration 3F (52005.880000 sec): 3 clusters
  Score: Raw -1018133.863549 + Penalty 4356.792525 = -1013777.071024
  nChanged 311
		SP:Iteration 4Q (52006.060000 sec): 3 clusters
  Score: Raw -1018347.623980 + Penalty 4356.792525 = -1013990.831455
  nChanged 336
		SP:Iteration 5F (52006.260000 sec): 3 clusters
  Score: Raw -1018592.778948 + Penalty 4356.792525 = -1014235.986424
  nChanged 315
		SP:Iteration 6Q (52006.460000 sec): 3 clusters
  Score: Raw -1018835.336392 + Penalty 4356.792525 = -1014478.543867
  nChanged 323
		SP:Iteration 7Q (52006.660000 sec): 3 clusters
  Score: Raw -1019090.977495 + Penalty 4356.792525 = -1014734.184970
  nChanged 283
		SP:Iteration 8Q (52006.840000 sec): 3 clusters
  Score: Raw -1019317.354361 + Penalty 4356.792525 = -1014960.561836
  nChanged 259
		SP:Iteration 9Q (52007.020000 sec): 3 clusters
  Score: Raw -1019503.735084 + Penalty 4356.792525 = -1015146.942559
  nChanged 222
		SP:Iteration 10Q (52007.140000 sec): 3 clusters
  Score: Raw -1019640.491858 + Penalty 4356.792525 = -1015283.699333
  nChanged 171
		SP:Iteration 11Q (52007.340000 sec): 3 clusters
  Score: Raw -1019727.532438 + Penalty 4356.792525 = -1015370.739913
  nChanged 116
		SP:Iteration 12Q (52007.550000 sec): 3 clusters
  Score: Raw -1019787.927190 + Penalty 4356.792525 = -1015431.134665
  nChanged 109
		SP:Iteration 13Q (52007.720000 sec): 3 clusters
  Score: Raw -1019843.672632 + Penalty 4356.792525 = -1015486.880108
  nChanged 88
		SP:Iteration 14Q (52007.880000 sec): 3 clusters
  Score: Raw -1019883.651583 + Penalty 4356.792525 = -1015526.859058
  nChanged 86
		SP:Iteration 15Q (52008.060000 sec): 3 clusters
  Score: Raw -1019928.578934 + Penalty 4356.792525 = -1015571.786410
  nChanged 83
		SP:Iteration 16Q (52008.250000 sec): 3 clusters
  Score: Raw -1019971.579014 + Penalty 4356.792525 = -1015614.786489
  nChanged 90
		SP:Iteration 17Q (52008.460000 sec): 3 clusters
  Score: Raw -1020027.086392 + Penalty 4356.792525 = -1015670.293867
  nChanged 105
		SP:Iteration 18Q (52008.610000 sec): 3 clusters
  Score: Raw -1020102.310197 + Penalty 4356.792525 = -1015745.517672
  nChanged 102
		SP:Iteration 19Q (52008.810000 sec): 3 clusters
  Score: Raw -1020173.427475 + Penalty 4356.792525 = -1015816.634950
  nChanged 95
		SP:Iteration 20F (52009.100000 sec): 3 clusters
  Score: Raw -1020223.167874 + Penalty 4356.792525 = -1015866.375349
  nChanged 88
		SP:Iteration 21Q (52009.270000 sec): 3 clusters
  Score: Raw -1020264.779909 + Penalty 4356.792525 = -1015907.987385
  nChanged 71
		SP:Iteration 22Q (52009.450000 sec): 3 clusters
  Score: Raw -1020300.440275 + Penalty 4356.792525 = -1015943.647750
  nChanged 68
		SP:Iteration 23Q (52009.750000 sec): 3 clusters
  Score: Raw -1020333.445735 + Penalty 4356.792525 = -1015976.653210
  nChanged 60
		SP:Iteration 24Q (52009.970000 sec): 3 clusters
  Score: Raw -1020359.907400 + Penalty 4356.792525 = -1016003.114875
  nChanged 67
		SP:Iteration 25Q (52010.140000 sec): 3 clusters
  Score: Raw -1020387.236235 + Penalty 4356.792525 = -1016030.443710
  nChanged 52
		SP:Iteration 26Q (52010.410000 sec): 3 clusters
  Score: Raw -1020409.791024 + Penalty 4356.792525 = -1016052.998499
  nChanged 37
		SP:Iteration 27Q (52010.640000 sec): 3 clusters
  Score: Raw -1020424.138679 + Penalty 4356.792525 = -1016067.346155
  nChanged 27
		SP:Iteration 28Q (52010.810000 sec): 3 clusters
  Score: Raw -1020433.617414 + Penalty 4356.792525 = -1016076.824889
  nChanged 28
		SP:Iteration 29Q (52011.050000 sec): 3 clusters
  Score: Raw -1020441.666874 + Penalty 4356.792525 = -1016084.874350
  nChanged 14
		SP:Iteration 30Q (52011.290000 sec): 3 clusters
  Score: Raw -1020445.515583 + Penalty 4356.792525 = -1016088.723059
  nChanged 15
		SP:Iteration 31Q (52011.480000 sec): 3 clusters
  Score: Raw -1020448.833060 + Penalty 4356.792525 = -1016092.040535
  nChanged 10
		SP:Iteration 32Q (52011.660000 sec): 3 clusters
  Score: Raw -1020451.645782 + Penalty 4356.792525 = -1016094.853258
  nChanged 11
		SP:Iteration 33Q (52011.870000 sec): 3 clusters
  Score: Raw -1020454.167619 + Penalty 4356.792525 = -1016097.375094
  nChanged 5
		SP:Iteration 34Q (52012.040000 sec): 3 clusters
  Score: Raw -1020455.156508 + Penalty 4356.792525 = -1016098.363983
  nChanged 3
		SP:Iteration 35Q (52012.280000 sec): 3 clusters
  Score: Raw -1020455.901817 + Penalty 4356.792525 = -1016099.109292
  nChanged 1
		SP:Iteration 36Q (52012.460000 sec): 3 clusters
  Score: Raw -1020456.352139 + Penalty 4356.792525 = -1016099.559614
  nChanged 1
		SP:Iteration 37Q (52012.660000 sec): 3 clusters
  Score: Raw -1020456.496021 + Penalty 4356.792525 = -1016099.703496
  nChanged 2
		SP:Iteration 38Q (52012.840000 sec): 3 clusters
  Score: Raw -1020456.866221 + Penalty 4356.792525 = -1016100.073696
  nChanged 1
		SP:Iteration 39Q (52013.010000 sec): 3 clusters
  Score: Raw -1020456.981876 + Penalty 4356.792525 = -1016100.189351
  nChanged 0
		SP:Iteration 40F (52013.260000 sec): 3 clusters
  Score: Raw -1020456.981876 + Penalty 4356.792525 = -1016100.189351
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (6960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52013.400000 sec): 2 clusters
  Score: Raw -1090715.467039 + Penalty 2194.287819 = -1088521.179220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52013.660000 sec): 3 clusters
  Score: Raw -1087151.760912 + Penalty 4388.575638 = -1082763.185274
  nChanged 2819
		SP:Iteration 1F (52013.880000 sec): 3 clusters
  Score: Raw -1088853.177696 + Penalty 4388.575638 = -1084464.602059
  nChanged 595
		SP:Iteration 2F (52014.030000 sec): 3 clusters
  Score: Raw -1089346.445970 + Penalty 4388.575638 = -1084957.870332
  nChanged 529
		SP:Iteration 3F (52014.200000 sec): 3 clusters
  Score: Raw -1089848.559695 + Penalty 4388.575638 = -1085459.984058
  nChanged 534
		SP:Iteration 4F (52014.430000 sec): 3 clusters
  Score: Raw -1090374.929696 + Penalty 4388.575638 = -1085986.354059
  nChanged 449
		SP:Iteration 5F (52014.560000 sec): 3 clusters
  Score: Raw -1090776.492032 + Penalty 4388.575638 = -1086387.916395
  nChanged 352
		SP:Iteration 6F (52014.730000 sec): 3 clusters
  Score: Raw -1091048.321580 + Penalty 4388.575638 = -1086659.745942
  nChanged 279
		SP:Iteration 7Q (52014.960000 sec): 3 clusters
  Score: Raw -1091258.709338 + Penalty 4388.575638 = -1086870.133700
  nChanged 214
		SP:Iteration 8Q (52015.140000 sec): 3 clusters
  Score: Raw -1091399.349893 + Penalty 4388.575638 = -1087010.774255
  nChanged 164
		SP:Iteration 9Q (52015.370000 sec): 3 clusters
  Score: Raw -1091488.545461 + Penalty 4388.575638 = -1087099.969823
  nChanged 119
		SP:Iteration 10Q (52015.610000 sec): 3 clusters
  Score: Raw -1091543.792073 + Penalty 4388.575638 = -1087155.216435
  nChanged 99
		SP:Iteration 11Q (52015.880000 sec): 3 clusters
  Score: Raw -1091578.526626 + Penalty 4388.575638 = -1087189.950988
  nChanged 62
		SP:Iteration 12Q (52016.050000 sec): 3 clusters
  Score: Raw -1091596.161259 + Penalty 4388.575638 = -1087207.585621
  nChanged 48
		SP:Iteration 13Q (52016.290000 sec): 3 clusters
  Score: Raw -1091611.135442 + Penalty 4388.575638 = -1087222.559804
  nChanged 43
		SP:Iteration 14Q (52016.530000 sec): 3 clusters
  Score: Raw -1091628.065664 + Penalty 4388.575638 = -1087239.490026
  nChanged 52
		SP:Iteration 15Q (52016.740000 sec): 3 clusters
  Score: Raw -1091647.786052 + Penalty 4388.575638 = -1087259.210414
  nChanged 55
		SP:Iteration 16Q (52016.870000 sec): 3 clusters
  Score: Raw -1091667.605793 + Penalty 4388.575638 = -1087279.030155
  nChanged 53
		SP:Iteration 17Q (52017.070000 sec): 3 clusters
  Score: Raw -1091684.743732 + Penalty 4388.575638 = -1087296.168094
  nChanged 47
		SP:Iteration 18Q (52017.280000 sec): 3 clusters
  Score: Raw -1091697.308776 + Penalty 4388.575638 = -1087308.733138
  nChanged 26
		SP:Iteration 19Q (52017.500000 sec): 3 clusters
  Score: Raw -1091705.193484 + Penalty 4388.575638 = -1087316.617847
  nChanged 25
		SP:Iteration 20F (52017.680000 sec): 3 clusters
  Score: Raw -1091711.625060 + Penalty 4388.575638 = -1087323.049422
  nChanged 22
		SP:Iteration 21Q (52017.910000 sec): 3 clusters
  Score: Raw -1091717.840267 + Penalty 4388.575638 = -1087329.264629
  nChanged 30
		SP:Iteration 22Q (52018.150000 sec): 3 clusters
  Score: Raw -1091724.963202 + Penalty 4388.575638 = -1087336.387565
  nChanged 17
		SP:Iteration 23Q (52018.360000 sec): 3 clusters
  Score: Raw -1091730.174534 + Penalty 4388.575638 = -1087341.598896
  nChanged 21
		SP:Iteration 24Q (52018.710000 sec): 3 clusters
  Score: Raw -1091735.035299 + Penalty 4388.575638 = -1087346.459661
  nChanged 25
		SP:Iteration 25Q (52018.920000 sec): 3 clusters
  Score: Raw -1091741.141772 + Penalty 4388.575638 = -1087352.566135
  nChanged 24
		SP:Iteration 26Q (52019.100000 sec): 3 clusters
  Score: Raw -1091747.822954 + Penalty 4388.575638 = -1087359.247317
  nChanged 22
		SP:Iteration 27Q (52019.260000 sec): 3 clusters
  Score: Raw -1091753.083247 + Penalty 4388.575638 = -1087364.507609
  nChanged 25
		SP:Iteration 28Q (52019.460000 sec): 3 clusters
  Score: Raw -1091758.148218 + Penalty 4388.575638 = -1087369.572580
  nChanged 26
		SP:Iteration 29Q (52019.690000 sec): 3 clusters
  Score: Raw -1091763.717417 + Penalty 4388.575638 = -1087375.141780
  nChanged 22
		SP:Iteration 30Q (52019.940000 sec): 3 clusters
  Score: Raw -1091769.022717 + Penalty 4388.575638 = -1087380.447080
  nChanged 19
		SP:Iteration 31Q (52020.120000 sec): 3 clusters
  Score: Raw -1091773.533223 + Penalty 4388.575638 = -1087384.957586
  nChanged 25
		SP:Iteration 32Q (52020.300000 sec): 3 clusters
  Score: Raw -1091779.667299 + Penalty 4388.575638 = -1087391.091661
  nChanged 26
		SP:Iteration 33Q (52020.520000 sec): 3 clusters
  Score: Raw -1091786.151188 + Penalty 4388.575638 = -1087397.575551
  nChanged 27
		SP:Iteration 34Q (52020.760000 sec): 3 clusters
  Score: Raw -1091791.777408 + Penalty 4388.575638 = -1087403.201770
  nChanged 17
		SP:Iteration 35Q (52020.980000 sec): 3 clusters
  Score: Raw -1091795.714814 + Penalty 4388.575638 = -1087407.139177
  nChanged 15
		SP:Iteration 36Q (52021.160000 sec): 3 clusters
  Score: Raw -1091798.386144 + Penalty 4388.575638 = -1087409.810506
  nChanged 14
		SP:Iteration 37Q (52021.360000 sec): 3 clusters
  Score: Raw -1091800.739627 + Penalty 4388.575638 = -1087412.163989
  nChanged 10
		SP:Iteration 38Q (52021.570000 sec): 3 clusters
  Score: Raw -1091802.261663 + Penalty 4388.575638 = -1087413.686025
  nChanged 13
		SP:Iteration 39Q (52021.770000 sec): 3 clusters
  Score: Raw -1091804.267665 + Penalty 4388.575638 = -1087415.692027
  nChanged 7
		SP:Iteration 40F (52021.960000 sec): 3 clusters
  Score: Raw -1091805.602214 + Penalty 4388.575638 = -1087417.026577
  nChanged 4
		SP:Iteration 41Q (52022.200000 sec): 3 clusters
  Score: Raw -1091806.137791 + Penalty 4388.575638 = -1087417.562154
  nChanged 2
		SP:Iteration 42Q (52022.440000 sec): 3 clusters
  Score: Raw -1091806.275748 + Penalty 4388.575638 = -1087417.700111
  nChanged 1
		SP:Iteration 43Q (52022.600000 sec): 3 clusters
  Score: Raw -1091806.565778 + Penalty 4388.575638 = -1087417.990141
  nChanged 4
		SP:Iteration 44Q (52022.760000 sec): 3 clusters
  Score: Raw -1091807.118547 + Penalty 4388.575638 = -1087418.542909
  nChanged 3
		SP:Iteration 45Q (52022.930000 sec): 3 clusters
  Score: Raw -1091807.520601 + Penalty 4388.575638 = -1087418.944964
  nChanged 2
		SP:Iteration 46Q (52023.090000 sec): 3 clusters
  Score: Raw -1091807.810715 + Penalty 4388.575638 = -1087419.235078
  nChanged 3
		SP:Iteration 47Q (52023.260000 sec): 3 clusters
  Score: Raw -1091808.279067 + Penalty 4388.575638 = -1087419.703430
  nChanged 4
		SP:Iteration 48Q (52023.490000 sec): 3 clusters
  Score: Raw -1091808.963668 + Penalty 4388.575638 = -1087420.388031
  nChanged 4
		SP:Iteration 49Q (52023.700000 sec): 3 clusters
  Score: Raw -1091809.580225 + Penalty 4388.575638 = -1087421.004588
  nChanged 5
		SP:Iteration 50Q (52023.840000 sec): 3 clusters
  Score: Raw -1091810.185548 + Penalty 4388.575638 = -1087421.609910
  nChanged 6
		SP:Iteration 51Q (52024.110000 sec): 3 clusters
  Score: Raw -1091810.926189 + Penalty 4388.575638 = -1087422.350552
  nChanged 4
		SP:Iteration 52Q (52024.310000 sec): 3 clusters
  Score: Raw -1091811.479138 + Penalty 4388.575638 = -1087422.903501
  nChanged 5
		SP:Iteration 53Q (52024.490000 sec): 3 clusters
  Score: Raw -1091812.271713 + Penalty 4388.575638 = -1087423.696075
  nChanged 4
		SP:Iteration 54Q (52024.690000 sec): 3 clusters
  Score: Raw -1091813.462394 + Penalty 4388.575638 = -1087424.886757
  nChanged 7
		SP:Iteration 55Q (52024.920000 sec): 3 clusters
  Score: Raw -1091814.438343 + Penalty 4388.575638 = -1087425.862705
  nChanged 5
		SP:Iteration 56Q (52025.150000 sec): 3 clusters
  Score: Raw -1091815.220648 + Penalty 4388.575638 = -1087426.645010
  nChanged 2
		SP:Iteration 57Q (52025.380000 sec): 3 clusters
  Score: Raw -1091815.390984 + Penalty 4388.575638 = -1087426.815347
  nChanged 0
		SP:Iteration 58F (52025.660000 sec): 3 clusters
  Score: Raw -1091815.390984 + Penalty 4388.575638 = -1087426.815347
  nChanged 0
Iteration 219Q (52283.140000 sec): 81 clusters
  Score: Raw -289229620.730995 + Penalty 286545.140364 = -288943075.590632
  nChanged 2051
Iteration 220F (52718.000000 sec): 81 clusters
  Score: Raw -289230082.947485 + Penalty 286545.140364 = -288943537.807121
  nChanged 1962
Iteration 221Q (52984.940000 sec): 81 clusters
  Score: Raw -289230379.080825 + Penalty 286545.140364 = -288943833.940461
  nChanged 1900
Iteration 222Q (53235.150000 sec): 81 clusters
  Score: Raw -289230583.505848 + Penalty 286545.140364 = -288944038.365484
  nChanged 1795
Iteration 223Q (53487.560000 sec): 81 clusters
  Score: Raw -289230741.665350 + Penalty 286545.140364 = -288944196.524986
  nChanged 1755
Iteration 224Q (53755.120000 sec): 81 clusters
  Score: Raw -289230886.208085 + Penalty 286545.140364 = -288944341.067721
  nChanged 1631
Iteration 225Q (54015.180000 sec): 81 clusters
  Score: Raw -289231005.018164 + Penalty 286545.140364 = -288944459.877800
  nChanged 1570
Iteration 226Q (54272.210000 sec): 81 clusters
  Score: Raw -289231099.957317 + Penalty 286545.140364 = -288944554.816953
  nChanged 1520
Iteration 227Q (54537.660000 sec): 81 clusters
  Score: Raw -289231186.072226 + Penalty 286545.140364 = -288944640.931862
  nChanged 1386
Iteration 228Q (54788.120000 sec): 81 clusters
  Score: Raw -289231260.564679 + Penalty 286545.140364 = -288944715.424315
  nChanged 1314
Iteration 229Q (55072.240000 sec): 81 clusters
  Score: Raw -289231330.394143 + Penalty 286545.140364 = -288944785.253779
  nChanged 1233
Iteration 230Q (55377.910000 sec): 81 clusters
  Score: Raw -289231385.528839 + Penalty 286545.140364 = -288944840.388475
  nChanged 1153
Iteration 231Q (55656.470000 sec): 81 clusters
  Score: Raw -289231438.631887 + Penalty 286545.140364 = -288944893.491523
  nChanged 1146
Iteration 232Q (55957.360000 sec): 81 clusters
  Score: Raw -289231491.558079 + Penalty 286545.140364 = -288944946.417715
  nChanged 1160
Iteration 233Q (56227.860000 sec): 81 clusters
  Score: Raw -289231546.232299 + Penalty 286545.140364 = -288945001.091935
  nChanged 1125
Iteration 234Q (56492.130000 sec): 81 clusters
  Score: Raw -289231599.132992 + Penalty 286545.140364 = -288945053.992628
  nChanged 1094
Iteration 235Q (56748.750000 sec): 81 clusters
  Score: Raw -289231648.462448 + Penalty 286545.140364 = -288945103.322085
  nChanged 1045
Iteration 236Q (57043.400000 sec): 81 clusters
  Score: Raw -289231695.815098 + Penalty 286545.140364 = -288945150.674734
  nChanged 974
Iteration 237Q (57287.590000 sec): 81 clusters
  Score: Raw -289231737.469392 + Penalty 286545.140364 = -288945192.329029
  nChanged 912
Iteration 238Q (57502.510000 sec): 81 clusters
  Score: Raw -289231776.401192 + Penalty 286545.140364 = -288945231.260828
  nChanged 894
Iteration 239Q (57739.040000 sec): 81 clusters
  Score: Raw -289231813.693627 + Penalty 286545.140364 = -288945268.553263
  nChanged 843
Iteration 240F (58144.820000 sec): 81 clusters
  Score: Raw -289231850.933898 + Penalty 286545.140364 = -288945305.793534
  nChanged 827
Iteration 241Q (58401.380000 sec): 81 clusters
  Score: Raw -289231886.235365 + Penalty 286545.140364 = -288945341.095001
  nChanged 779
Iteration 242Q (58652.680000 sec): 81 clusters
  Score: Raw -289231919.411610 + Penalty 286545.140364 = -288945374.271247
  nChanged 775
Iteration 243Q (58907.470000 sec): 81 clusters
  Score: Raw -289231955.521184 + Penalty 286545.140364 = -288945410.380820
  nChanged 746
Iteration 244Q (59171.850000 sec): 81 clusters
  Score: Raw -289231989.853341 + Penalty 286545.140364 = -288945444.712977
  nChanged 731
Iteration 245Q (59432.260000 sec): 81 clusters
  Score: Raw -289232021.692243 + Penalty 286545.140364 = -288945476.551879
  nChanged 740
Iteration 246Q (59689.380000 sec): 81 clusters
  Score: Raw -289232054.753678 + Penalty 286545.140364 = -288945509.613314
  nChanged 723
Iteration 247Q (59962.230000 sec): 81 clusters
  Score: Raw -289232085.221466 + Penalty 286545.140364 = -288945540.081102
  nChanged 637
Iteration 248Q (60216.380000 sec): 81 clusters
  Score: Raw -289232114.515611 + Penalty 286545.140364 = -288945569.375248
  nChanged 660
Iteration 249Q (60466.020000 sec): 81 clusters
  Score: Raw -289232144.906770 + Penalty 286545.140364 = -288945599.766406
  nChanged 648
Iteration 250Q (60727.920000 sec): 81 clusters
  Score: Raw -289232171.368714 + Penalty 286545.140364 = -288945626.228350
  nChanged 622
Iteration 251Q (60988.490000 sec): 81 clusters
  Score: Raw -289232197.971889 + Penalty 286545.140364 = -288945652.831526
  nChanged 604
Iteration 252Q (61241.170000 sec): 81 clusters
  Score: Raw -289232225.780096 + Penalty 286545.140364 = -288945680.639732
  nChanged 553
Iteration 253Q (61470.250000 sec): 81 clusters
  Score: Raw -289232251.309300 + Penalty 286545.140364 = -288945706.168937
  nChanged 543
Iteration 254Q (61706.170000 sec): 81 clusters
  Score: Raw -289232279.896183 + Penalty 286545.140364 = -288945734.755819
  nChanged 547
Iteration 255Q (61965.940000 sec): 81 clusters
  Score: Raw -289232308.545567 + Penalty 286545.140364 = -288945763.405203
  nChanged 567
Iteration 256Q (62226.050000 sec): 81 clusters
  Score: Raw -289232335.364537 + Penalty 286545.140364 = -288945790.224173
  nChanged 504
Iteration 257Q (62485.990000 sec): 81 clusters
  Score: Raw -289232359.270238 + Penalty 286545.140364 = -288945814.129874
  nChanged 448
Iteration 258Q (62742.340000 sec): 81 clusters
  Score: Raw -289232382.786001 + Penalty 286545.140364 = -288945837.645637
  nChanged 428
Writing temp clu file 
Because OldScore, -288945814.129874, is greater than current (better) Score,-288945837.645637 
 Compute initial score before splitting:   Score: Raw -289232382.786001 + Penalty 286545.140364 = -288945837.645637
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (5010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62742.740000 sec): 2 clusters
  Score: Raw -794644.322227 + Penalty 2112.759416 = -792531.562810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62742.940000 sec): 3 clusters
  Score: Raw -792169.711272 + Penalty 4225.518832 = -787944.192440
  nChanged 1917
		SP:Iteration 1F (62743.080000 sec): 3 clusters
  Score: Raw -793233.992592 + Penalty 4225.518832 = -789008.473760
  nChanged 413
		SP:Iteration 2F (62743.230000 sec): 3 clusters
  Score: Raw -793499.305690 + Penalty 4225.518832 = -789273.786858
  nChanged 275
		SP:Iteration 3F (62743.420000 sec): 3 clusters
  Score: Raw -793672.739601 + Penalty 4225.518832 = -789447.220769
  nChanged 211
		SP:Iteration 4Q (62743.600000 sec): 3 clusters
  Score: Raw -793778.680430 + Penalty 4225.518832 = -789553.161597
  nChanged 179
		SP:Iteration 5Q (62743.790000 sec): 3 clusters
  Score: Raw -793872.638650 + Penalty 4225.518832 = -789647.119818
  nChanged 159
		SP:Iteration 6Q (62743.990000 sec): 3 clusters
  Score: Raw -793952.848787 + Penalty 4225.518832 = -789727.329954
  nChanged 136
		SP:Iteration 7Q (62744.200000 sec): 3 clusters
  Score: Raw -794022.991433 + Penalty 4225.518832 = -789797.472601
  nChanged 136
		SP:Iteration 8Q (62744.360000 sec): 3 clusters
  Score: Raw -794101.598239 + Penalty 4225.518832 = -789876.079406
  nChanged 137
		SP:Iteration 9Q (62744.520000 sec): 3 clusters
  Score: Raw -794182.695236 + Penalty 4225.518832 = -789957.176404
  nChanged 133
		SP:Iteration 10Q (62744.680000 sec): 3 clusters
  Score: Raw -794260.433080 + Penalty 4225.518832 = -790034.914247
  nChanged 138
		SP:Iteration 11Q (62744.840000 sec): 3 clusters
  Score: Raw -794350.125338 + Penalty 4225.518832 = -790124.606506
  nChanged 123
		SP:Iteration 12Q (62745.000000 sec): 3 clusters
  Score: Raw -794419.240466 + Penalty 4225.518832 = -790193.721634
  nChanged 104
		SP:Iteration 13Q (62745.190000 sec): 3 clusters
  Score: Raw -794474.647522 + Penalty 4225.518832 = -790249.128690
  nChanged 98
		SP:Iteration 14Q (62745.360000 sec): 3 clusters
  Score: Raw -794525.616967 + Penalty 4225.518832 = -790300.098134
  nChanged 88
		SP:Iteration 15Q (62745.520000 sec): 3 clusters
  Score: Raw -794572.172037 + Penalty 4225.518832 = -790346.653205
  nChanged 74
		SP:Iteration 16Q (62745.770000 sec): 3 clusters
  Score: Raw -794614.693202 + Penalty 4225.518832 = -790389.174369
  nChanged 67
		SP:Iteration 17Q (62745.980000 sec): 3 clusters
  Score: Raw -794644.666235 + Penalty 4225.518832 = -790419.147403
  nChanged 58
		SP:Iteration 18Q (62746.190000 sec): 3 clusters
  Score: Raw -794676.443378 + Penalty 4225.518832 = -790450.924546
  nChanged 48
		SP:Iteration 19Q (62746.370000 sec): 3 clusters
  Score: Raw -794703.394995 + Penalty 4225.518832 = -790477.876162
  nChanged 42
		SP:Iteration 20F (62746.540000 sec): 3 clusters
  Score: Raw -794727.365328 + Penalty 4225.518832 = -790501.846496
  nChanged 37
		SP:Iteration 21Q (62746.720000 sec): 3 clusters
  Score: Raw -794747.890019 + Penalty 4225.518832 = -790522.371186
  nChanged 35
		SP:Iteration 22Q (62746.940000 sec): 3 clusters
  Score: Raw -794767.576768 + Penalty 4225.518832 = -790542.057936
  nChanged 35
		SP:Iteration 23Q (62747.100000 sec): 3 clusters
  Score: Raw -794784.183259 + Penalty 4225.518832 = -790558.664426
  nChanged 38
		SP:Iteration 24Q (62747.310000 sec): 3 clusters
  Score: Raw -794800.666721 + Penalty 4225.518832 = -790575.147888
  nChanged 27
		SP:Iteration 25Q (62747.470000 sec): 3 clusters
  Score: Raw -794810.971580 + Penalty 4225.518832 = -790585.452748
  nChanged 15
		SP:Iteration 26Q (62747.660000 sec): 3 clusters
  Score: Raw -794820.126240 + Penalty 4225.518832 = -790594.607408
  nChanged 21
		SP:Iteration 27Q (62747.920000 sec): 3 clusters
  Score: Raw -794830.130969 + Penalty 4225.518832 = -790604.612137
  nChanged 12
		SP:Iteration 28Q (62748.120000 sec): 3 clusters
  Score: Raw -794834.982795 + Penalty 4225.518832 = -790609.463963
  nChanged 3
		SP:Iteration 29Q (62748.380000 sec): 3 clusters
  Score: Raw -794836.054647 + Penalty 4225.518832 = -790610.535815
  nChanged 0
		SP:Iteration 30F (62748.540000 sec): 3 clusters
  Score: Raw -794836.054647 + Penalty 4225.518832 = -790610.535815
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (130730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62749.470000 sec): 2 clusters
  Score: Raw -21194387.002201 + Penalty 2921.660573 = -21191465.341628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62750.480000 sec): 3 clusters
  Score: Raw -21109701.989396 + Penalty 5843.321146 = -21103858.668250
  nChanged 62457
		SP:Iteration 1F (62751.600000 sec): 3 clusters
  Score: Raw -21145533.106788 + Penalty 5843.321146 = -21139689.785642
  nChanged 3750
		SP:Iteration 2Q (62752.800000 sec): 3 clusters
  Score: Raw -21146285.854942 + Penalty 5843.321146 = -21140442.533796
  nChanged 3653
		SP:Iteration 3Q (62754.000000 sec): 3 clusters
  Score: Raw -21147037.826521 + Penalty 5843.321146 = -21141194.505375
  nChanged 3696
		SP:Iteration 4Q (62755.270000 sec): 3 clusters
  Score: Raw -21147910.472299 + Penalty 5843.321146 = -21142067.151153
  nChanged 3982
		SP:Iteration 5Q (62756.460000 sec): 3 clusters
  Score: Raw -21149030.388042 + Penalty 5843.321146 = -21143187.066896
  nChanged 4602
		SP:Iteration 6Q (62757.700000 sec): 3 clusters
  Score: Raw -21150690.209409 + Penalty 5843.321146 = -21144846.888264
  nChanged 5833
		SP:Iteration 7Q (62758.780000 sec): 3 clusters
  Score: Raw -21153432.103608 + Penalty 5843.321146 = -21147588.782462
  nChanged 7444
		SP:Iteration 8F (62759.850000 sec): 3 clusters
  Score: Raw -21157936.387119 + Penalty 5843.321146 = -21152093.065973
  nChanged 9495
		SP:Iteration 9F (62761.020000 sec): 3 clusters
  Score: Raw -21165114.560747 + Penalty 5843.321146 = -21159271.239601
  nChanged 10730
		SP:Iteration 10F (62762.080000 sec): 3 clusters
  Score: Raw -21174594.332122 + Penalty 5843.321146 = -21168751.010977
  nChanged 9705
		SP:Iteration 11F (62763.110000 sec): 3 clusters
  Score: Raw -21183826.898534 + Penalty 5843.321146 = -21177983.577389
  nChanged 6637
		SP:Iteration 12F (62764.300000 sec): 3 clusters
  Score: Raw -21190154.404631 + Penalty 5843.321146 = -21184311.083486
  nChanged 3247
		SP:Iteration 13Q (62765.440000 sec): 3 clusters
  Score: Raw -21193108.724727 + Penalty 5843.321146 = -21187265.403581
  nChanged 1132
		SP:Iteration 14Q (62766.450000 sec): 3 clusters
  Score: Raw -21194091.253067 + Penalty 5843.321146 = -21188247.931921
  nChanged 386
		SP:Iteration 15Q (62767.540000 sec): 3 clusters
  Score: Raw -21194414.558068 + Penalty 5843.321146 = -21188571.236922
  nChanged 136
		SP:Iteration 16Q (62768.480000 sec): 3 clusters
  Score: Raw -21194540.975355 + Penalty 5843.321146 = -21188697.654209
  nChanged 68
		SP:Iteration 17Q (62769.470000 sec): 3 clusters
  Score: Raw -21194609.506179 + Penalty 5843.321146 = -21188766.185033
  nChanged 47
		SP:Iteration 18Q (62770.440000 sec): 3 clusters
  Score: Raw -21194656.338212 + Penalty 5843.321146 = -21188813.017066
  nChanged 30
		SP:Iteration 19Q (62771.500000 sec): 3 clusters
  Score: Raw -21194687.778171 + Penalty 5843.321146 = -21188844.457025
  nChanged 23
		SP:Iteration 20F (62772.580000 sec): 3 clusters
  Score: Raw -21194710.202733 + Penalty 5843.321146 = -21188866.881587
  nChanged 14
		SP:Iteration 21Q (62773.600000 sec): 3 clusters
  Score: Raw -21194723.928753 + Penalty 5843.321146 = -21188880.607608
  nChanged 9
		SP:Iteration 22Q (62774.660000 sec): 3 clusters
  Score: Raw -21194736.429474 + Penalty 5843.321146 = -21188893.108329
  nChanged 9
		SP:Iteration 23Q (62775.560000 sec): 3 clusters
  Score: Raw -21194750.909892 + Penalty 5843.321146 = -21188907.588746
  nChanged 14
		SP:Iteration 24Q (62776.550000 sec): 3 clusters
  Score: Raw -21194763.543366 + Penalty 5843.321146 = -21188920.222220
  nChanged 9
		SP:Iteration 25Q (62777.480000 sec): 3 clusters
  Score: Raw -21194771.607377 + Penalty 5843.321146 = -21188928.286232
  nChanged 7
		SP:Iteration 26Q (62778.550000 sec): 3 clusters
  Score: Raw -21194779.171992 + Penalty 5843.321146 = -21188935.850846
  nChanged 5
		SP:Iteration 27Q (62779.620000 sec): 3 clusters
  Score: Raw -21194786.717607 + Penalty 5843.321146 = -21188943.396462
  nChanged 5
		SP:Iteration 28Q (62780.540000 sec): 3 clusters
  Score: Raw -21194791.273123 + Penalty 5843.321146 = -21188947.951977
  nChanged 5
		SP:Iteration 29Q (62781.570000 sec): 3 clusters
  Score: Raw -21194795.028418 + Penalty 5843.321146 = -21188951.707273
  nChanged 0
		SP:Iteration 30F (62782.570000 sec): 3 clusters
  Score: Raw -21194795.028418 + Penalty 5843.321146 = -21188951.707273
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62782.780000 sec): 2 clusters
  Score: Raw -1302280.705616 + Penalty 2248.684941 = -1300032.020675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62783.000000 sec): 3 clusters
  Score: Raw -1297738.864595 + Penalty 4497.369883 = -1293241.494713
  nChanged 3497
		SP:Iteration 1F (62783.280000 sec): 3 clusters
  Score: Raw -1299643.486612 + Penalty 4497.369883 = -1295146.116730
  nChanged 591
		SP:Iteration 2F (62783.510000 sec): 3 clusters
  Score: Raw -1299969.760544 + Penalty 4497.369883 = -1295472.390661
  nChanged 470
		SP:Iteration 3F (62783.750000 sec): 3 clusters
  Score: Raw -1300223.267984 + Penalty 4497.369883 = -1295725.898101
  nChanged 416
		SP:Iteration 4Q (62783.930000 sec): 3 clusters
  Score: Raw -1300456.241632 + Penalty 4497.369883 = -1295958.871750
  nChanged 366
		SP:Iteration 5Q (62784.160000 sec): 3 clusters
  Score: Raw -1300667.727521 + Penalty 4497.369883 = -1296170.357638
  nChanged 357
		SP:Iteration 6Q (62784.370000 sec): 3 clusters
  Score: Raw -1300885.061593 + Penalty 4497.369883 = -1296387.691710
  nChanged 351
		SP:Iteration 7Q (62784.650000 sec): 3 clusters
  Score: Raw -1301105.843149 + Penalty 4497.369883 = -1296608.473266
  nChanged 366
		SP:Iteration 8Q (62784.900000 sec): 3 clusters
  Score: Raw -1301345.446326 + Penalty 4497.369883 = -1296848.076444
  nChanged 371
		SP:Iteration 9Q (62785.090000 sec): 3 clusters
  Score: Raw -1301593.971060 + Penalty 4497.369883 = -1297096.601178
  nChanged 355
		SP:Iteration 10Q (62785.290000 sec): 3 clusters
  Score: Raw -1301841.184207 + Penalty 4497.369883 = -1297343.814325
  nChanged 321
		SP:Iteration 11Q (62785.510000 sec): 3 clusters
  Score: Raw -1302018.676003 + Penalty 4497.369883 = -1297521.306121
  nChanged 257
		SP:Iteration 12Q (62785.730000 sec): 3 clusters
  Score: Raw -1302139.463343 + Penalty 4497.369883 = -1297642.093461
  nChanged 212
		SP:Iteration 13Q (62785.920000 sec): 3 clusters
  Score: Raw -1302246.250828 + Penalty 4497.369883 = -1297748.880946
  nChanged 183
		SP:Iteration 14Q (62786.090000 sec): 3 clusters
  Score: Raw -1302328.612815 + Penalty 4497.369883 = -1297831.242933
  nChanged 150
		SP:Iteration 15Q (62786.350000 sec): 3 clusters
  Score: Raw -1302389.932347 + Penalty 4497.369883 = -1297892.562464
  nChanged 135
		SP:Iteration 16Q (62786.530000 sec): 3 clusters
  Score: Raw -1302438.688820 + Penalty 4497.369883 = -1297941.318937
  nChanged 98
		SP:Iteration 17Q (62786.740000 sec): 3 clusters
  Score: Raw -1302477.616565 + Penalty 4497.369883 = -1297980.246682
  nChanged 105
		SP:Iteration 18Q (62786.960000 sec): 3 clusters
  Score: Raw -1302513.253435 + Penalty 4497.369883 = -1298015.883552
  nChanged 77
		SP:Iteration 19Q (62787.180000 sec): 3 clusters
  Score: Raw -1302539.110213 + Penalty 4497.369883 = -1298041.740330
  nChanged 77
		SP:Iteration 20F (62787.390000 sec): 3 clusters
  Score: Raw -1302562.446904 + Penalty 4497.369883 = -1298065.077021
  nChanged 62
		SP:Iteration 21Q (62787.660000 sec): 3 clusters
  Score: Raw -1302582.831289 + Penalty 4497.369883 = -1298085.461406
  nChanged 66
		SP:Iteration 22Q (62787.940000 sec): 3 clusters
  Score: Raw -1302608.106131 + Penalty 4497.369883 = -1298110.736248
  nChanged 76
		SP:Iteration 23Q (62788.190000 sec): 3 clusters
  Score: Raw -1302636.689847 + Penalty 4497.369883 = -1298139.319964
  nChanged 72
		SP:Iteration 24Q (62788.440000 sec): 3 clusters
  Score: Raw -1302663.875449 + Penalty 4497.369883 = -1298166.505566
  nChanged 66
		SP:Iteration 25Q (62788.690000 sec): 3 clusters
  Score: Raw -1302688.172146 + Penalty 4497.369883 = -1298190.802263
  nChanged 69
		SP:Iteration 26Q (62788.970000 sec): 3 clusters
  Score: Raw -1302715.484053 + Penalty 4497.369883 = -1298218.114171
  nChanged 71
		SP:Iteration 27Q (62789.120000 sec): 3 clusters
  Score: Raw -1302744.091844 + Penalty 4497.369883 = -1298246.721961
  nChanged 61
		SP:Iteration 28Q (62789.320000 sec): 3 clusters
  Score: Raw -1302770.619634 + Penalty 4497.369883 = -1298273.249752
  nChanged 77
		SP:Iteration 29Q (62789.490000 sec): 3 clusters
  Score: Raw -1302804.253978 + Penalty 4497.369883 = -1298306.884096
  nChanged 67
		SP:Iteration 30Q (62789.750000 sec): 3 clusters
  Score: Raw -1302836.481741 + Penalty 4497.369883 = -1298339.111859
  nChanged 59
		SP:Iteration 31Q (62789.980000 sec): 3 clusters
  Score: Raw -1302864.022757 + Penalty 4497.369883 = -1298366.652875
  nChanged 69
		SP:Iteration 32Q (62790.230000 sec): 3 clusters
  Score: Raw -1302891.976523 + Penalty 4497.369883 = -1298394.606641
  nChanged 53
		SP:Iteration 33Q (62790.500000 sec): 3 clusters
  Score: Raw -1302908.655636 + Penalty 4497.369883 = -1298411.285753
  nChanged 36
		SP:Iteration 34Q (62790.720000 sec): 3 clusters
  Score: Raw -1302922.174992 + Penalty 4497.369883 = -1298424.805109
  nChanged 36
		SP:Iteration 35Q (62790.930000 sec): 3 clusters
  Score: Raw -1302935.456919 + Penalty 4497.369883 = -1298438.087037
  nChanged 36
		SP:Iteration 36Q (62791.200000 sec): 3 clusters
  Score: Raw -1302951.928650 + Penalty 4497.369883 = -1298454.558768
  nChanged 36
		SP:Iteration 37Q (62791.430000 sec): 3 clusters
  Score: Raw -1302971.497684 + Penalty 4497.369883 = -1298474.127802
  nChanged 45
		SP:Iteration 38Q (62791.660000 sec): 3 clusters
  Score: Raw -1302994.933234 + Penalty 4497.369883 = -1298497.563352
  nChanged 51
		SP:Iteration 39Q (62791.800000 sec): 3 clusters
  Score: Raw -1303024.910771 + Penalty 4497.369883 = -1298527.540889
  nChanged 39
		SP:Iteration 40F (62792.020000 sec): 3 clusters
  Score: Raw -1303044.853867 + Penalty 4497.369883 = -1298547.483984
  nChanged 31
		SP:Iteration 41Q (62792.200000 sec): 3 clusters
  Score: Raw -1303063.770089 + Penalty 4497.369883 = -1298566.400207
  nChanged 36
		SP:Iteration 42Q (62792.420000 sec): 3 clusters
  Score: Raw -1303082.031352 + Penalty 4497.369883 = -1298584.661470
  nChanged 33
		SP:Iteration 43Q (62792.590000 sec): 3 clusters
  Score: Raw -1303097.083747 + Penalty 4497.369883 = -1298599.713865
  nChanged 29
		SP:Iteration 44Q (62792.760000 sec): 3 clusters
  Score: Raw -1303113.329359 + Penalty 4497.369883 = -1298615.959476
  nChanged 29
		SP:Iteration 45Q (62792.990000 sec): 3 clusters
  Score: Raw -1303122.735945 + Penalty 4497.369883 = -1298625.366062
  nChanged 21
		SP:Iteration 46Q (62793.210000 sec): 3 clusters
  Score: Raw -1303128.628944 + Penalty 4497.369883 = -1298631.259061
  nChanged 9
		SP:Iteration 47Q (62793.430000 sec): 3 clusters
  Score: Raw -1303131.090943 + Penalty 4497.369883 = -1298633.721060
  nChanged 8
		SP:Iteration 48Q (62793.650000 sec): 3 clusters
  Score: Raw -1303134.607653 + Penalty 4497.369883 = -1298637.237771
  nChanged 7
		SP:Iteration 49Q (62793.910000 sec): 3 clusters
  Score: Raw -1303137.899541 + Penalty 4497.369883 = -1298640.529658
  nChanged 7
		SP:Iteration 50Q (62794.200000 sec): 3 clusters
  Score: Raw -1303140.388703 + Penalty 4497.369883 = -1298643.018821
  nChanged 2
		SP:Iteration 51Q (62794.450000 sec): 3 clusters
  Score: Raw -1303141.497791 + Penalty 4497.369883 = -1298644.127908
  nChanged 2
		SP:Iteration 52Q (62794.670000 sec): 3 clusters
  Score: Raw -1303141.940775 + Penalty 4497.369883 = -1298644.570892
  nChanged 5
		SP:Iteration 53Q (62794.900000 sec): 3 clusters
  Score: Raw -1303144.527785 + Penalty 4497.369883 = -1298647.157902
  nChanged 9
		SP:Iteration 54Q (62795.140000 sec): 3 clusters
  Score: Raw -1303148.020687 + Penalty 4497.369883 = -1298650.650805
  nChanged 8
		SP:Iteration 55Q (62795.330000 sec): 3 clusters
  Score: Raw -1303150.917935 + Penalty 4497.369883 = -1298653.548053
  nChanged 4
		SP:Iteration 56Q (62795.540000 sec): 3 clusters
  Score: Raw -1303152.095470 + Penalty 4497.369883 = -1298654.725587
  nChanged 4
		SP:Iteration 57Q (62795.720000 sec): 3 clusters
  Score: Raw -1303153.060152 + Penalty 4497.369883 = -1298655.690269
  nChanged 7
		SP:Iteration 58Q (62795.880000 sec): 3 clusters
  Score: Raw -1303155.184862 + Penalty 4497.369883 = -1298657.814979
  nChanged 4
		SP:Iteration 59Q (62796.100000 sec): 3 clusters
  Score: Raw -1303156.301180 + Penalty 4497.369883 = -1298658.931298
  nChanged 5
		SP:Iteration 60F (62796.360000 sec): 3 clusters
  Score: Raw -1303158.054092 + Penalty 4497.369883 = -1298660.684209
  nChanged 3
		SP:Iteration 61Q (62796.500000 sec): 3 clusters
  Score: Raw -1303158.623613 + Penalty 4497.369883 = -1298661.253730
  nChanged 3
		SP:Iteration 62Q (62796.750000 sec): 3 clusters
  Score: Raw -1303159.526262 + Penalty 4497.369883 = -1298662.156380
  nChanged 4
		SP:Iteration 63Q (62796.900000 sec): 3 clusters
  Score: Raw -1303160.411590 + Penalty 4497.369883 = -1298663.041707
  nChanged 3
		SP:Iteration 64Q (62797.120000 sec): 3 clusters
  Score: Raw -1303161.031735 + Penalty 4497.369883 = -1298663.661853
  nChanged 2
		SP:Iteration 65Q (62797.310000 sec): 3 clusters
  Score: Raw -1303161.929611 + Penalty 4497.369883 = -1298664.559729
  nChanged 2
		SP:Iteration 66Q (62797.540000 sec): 3 clusters
  Score: Raw -1303162.202700 + Penalty 4497.369883 = -1298664.832818
  nChanged 3
		SP:Iteration 67Q (62797.750000 sec): 3 clusters
  Score: Raw -1303163.443337 + Penalty 4497.369883 = -1298666.073454
  nChanged 4
		SP:Iteration 68Q (62797.930000 sec): 3 clusters
  Score: Raw -1303164.513560 + Penalty 4497.369883 = -1298667.143677
  nChanged 2
		SP:Iteration 69Q (62798.160000 sec): 3 clusters
  Score: Raw -1303164.936389 + Penalty 4497.369883 = -1298667.566506
  nChanged 0
		SP:Iteration 70F (62798.400000 sec): 3 clusters
  Score: Raw -1303164.936389 + Penalty 4497.369883 = -1298667.566506
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (137217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62799.400000 sec): 2 clusters
  Score: Raw -22381978.257775 + Penalty 2933.671086 = -22379044.586689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62800.540000 sec): 3 clusters
  Score: Raw -22292942.193784 + Penalty 5867.342171 = -22287074.851613
  nChanged 65728
		SP:Iteration 1F (62801.700000 sec): 3 clusters
  Score: Raw -22331507.829201 + Penalty 5867.342171 = -22325640.487030
  nChanged 5225
		SP:Iteration 2Q (62802.940000 sec): 3 clusters
  Score: Raw -22333299.521288 + Penalty 5867.342171 = -22327432.179117
  nChanged 6747
		SP:Iteration 3Q (62804.100000 sec): 3 clusters
  Score: Raw -22336448.581693 + Penalty 5867.342171 = -22330581.239522
  nChanged 9089
		SP:Iteration 4F (62805.240000 sec): 3 clusters
  Score: Raw -22342105.431367 + Penalty 5867.342171 = -22336238.089196
  nChanged 11595
		SP:Iteration 5F (62806.460000 sec): 3 clusters
  Score: Raw -22351492.466434 + Penalty 5867.342171 = -22345625.124263
  nChanged 12388
		SP:Iteration 6F (62807.620000 sec): 3 clusters
  Score: Raw -22363185.089871 + Penalty 5867.342171 = -22357317.747700
  nChanged 10139
		SP:Iteration 7F (62808.810000 sec): 3 clusters
  Score: Raw -22373342.620460 + Penalty 5867.342171 = -22367475.278289
  nChanged 5721
		SP:Iteration 8Q (62809.940000 sec): 3 clusters
  Score: Raw -22378957.843530 + Penalty 5867.342171 = -22373090.501359
  nChanged 2321
		SP:Iteration 9Q (62811.040000 sec): 3 clusters
  Score: Raw -22381159.130703 + Penalty 5867.342171 = -22375291.788532
  nChanged 702
		SP:Iteration 10Q (62812.030000 sec): 3 clusters
  Score: Raw -22381819.998534 + Penalty 5867.342171 = -22375952.656363
  nChanged 229
		SP:Iteration 11Q (62813.150000 sec): 3 clusters
  Score: Raw -22382063.537400 + Penalty 5867.342171 = -22376196.195229
  nChanged 95
		SP:Iteration 12Q (62814.170000 sec): 3 clusters
  Score: Raw -22382167.459116 + Penalty 5867.342171 = -22376300.116945
  nChanged 49
		SP:Iteration 13Q (62815.210000 sec): 3 clusters
  Score: Raw -22382222.461111 + Penalty 5867.342171 = -22376355.118940
  nChanged 27
		SP:Iteration 14Q (62816.370000 sec): 3 clusters
  Score: Raw -22382250.391432 + Penalty 5867.342171 = -22376383.049260
  nChanged 15
		SP:Iteration 15Q (62817.450000 sec): 3 clusters
  Score: Raw -22382270.879589 + Penalty 5867.342171 = -22376403.537418
  nChanged 10
		SP:Iteration 16Q (62818.660000 sec): 3 clusters
  Score: Raw -22382285.199609 + Penalty 5867.342171 = -22376417.857438
  nChanged 7
		SP:Iteration 17Q (62819.780000 sec): 3 clusters
  Score: Raw -22382295.151847 + Penalty 5867.342171 = -22376427.809676
  nChanged 8
		SP:Iteration 18Q (62820.840000 sec): 3 clusters
  Score: Raw -22382306.315909 + Penalty 5867.342171 = -22376438.973738
  nChanged 5
		SP:Iteration 19Q (62821.970000 sec): 3 clusters
  Score: Raw -22382313.306403 + Penalty 5867.342171 = -22376445.964232
  nChanged 10
		SP:Iteration 20F (62823.050000 sec): 3 clusters
  Score: Raw -22382323.730628 + Penalty 5867.342171 = -22376456.388456
  nChanged 1
		SP:Iteration 21Q (62824.160000 sec): 3 clusters
  Score: Raw -22382324.114891 + Penalty 5867.342171 = -22376456.772720
  nChanged 0
		SP:Iteration 22F (62825.200000 sec): 3 clusters
  Score: Raw -22382324.114891 + Penalty 5867.342171 = -22376456.772720
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (7800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62825.400000 sec): 2 clusters
  Score: Raw -1180379.996049 + Penalty 2222.545995 = -1178157.450054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62825.590000 sec): 3 clusters
  Score: Raw -1176352.598042 + Penalty 4445.091990 = -1171907.506052
  nChanged 3153
		SP:Iteration 1F (62825.840000 sec): 3 clusters
  Score: Raw -1178218.287928 + Penalty 4445.091990 = -1173773.195937
  nChanged 629
		SP:Iteration 2F (62826.010000 sec): 3 clusters
  Score: Raw -1178667.411852 + Penalty 4445.091990 = -1174222.319861
  nChanged 565
		SP:Iteration 3F (62826.210000 sec): 3 clusters
  Score: Raw -1179081.923662 + Penalty 4445.091990 = -1174636.831672
  nChanged 518
		SP:Iteration 4F (62826.480000 sec): 3 clusters
  Score: Raw -1179474.755211 + Penalty 4445.091990 = -1175029.663221
  nChanged 471
		SP:Iteration 5F (62826.670000 sec): 3 clusters
  Score: Raw -1179871.535762 + Penalty 4445.091990 = -1175426.443772
  nChanged 432
		SP:Iteration 6F (62826.920000 sec): 3 clusters
  Score: Raw -1180218.902748 + Penalty 4445.091990 = -1175773.810758
  nChanged 368
		SP:Iteration 7Q (62827.160000 sec): 3 clusters
  Score: Raw -1180487.332371 + Penalty 4445.091990 = -1176042.240381
  nChanged 295
		SP:Iteration 8Q (62827.450000 sec): 3 clusters
  Score: Raw -1180682.791614 + Penalty 4445.091990 = -1176237.699623
  nChanged 239
		SP:Iteration 9Q (62827.750000 sec): 3 clusters
  Score: Raw -1180844.513174 + Penalty 4445.091990 = -1176399.421184
  nChanged 190
		SP:Iteration 10Q (62827.960000 sec): 3 clusters
  Score: Raw -1180969.168443 + Penalty 4445.091990 = -1176524.076453
  nChanged 139
		SP:Iteration 11Q (62828.200000 sec): 3 clusters
  Score: Raw -1181048.285103 + Penalty 4445.091990 = -1176603.193112
  nChanged 102
		SP:Iteration 12Q (62828.450000 sec): 3 clusters
  Score: Raw -1181104.970963 + Penalty 4445.091990 = -1176659.878972
  nChanged 97
		SP:Iteration 13Q (62828.700000 sec): 3 clusters
  Score: Raw -1181157.102765 + Penalty 4445.091990 = -1176712.010775
  nChanged 100
		SP:Iteration 14Q (62828.950000 sec): 3 clusters
  Score: Raw -1181224.347145 + Penalty 4445.091990 = -1176779.255154
  nChanged 87
		SP:Iteration 15Q (62829.150000 sec): 3 clusters
  Score: Raw -1181276.879581 + Penalty 4445.091990 = -1176831.787591
  nChanged 81
		SP:Iteration 16Q (62829.370000 sec): 3 clusters
  Score: Raw -1181322.022779 + Penalty 4445.091990 = -1176876.930789
  nChanged 72
		SP:Iteration 17Q (62829.580000 sec): 3 clusters
  Score: Raw -1181362.444616 + Penalty 4445.091990 = -1176917.352626
  nChanged 52
		SP:Iteration 18Q (62829.800000 sec): 3 clusters
  Score: Raw -1181389.103874 + Penalty 4445.091990 = -1176944.011884
  nChanged 45
		SP:Iteration 19Q (62830.010000 sec): 3 clusters
  Score: Raw -1181409.993720 + Penalty 4445.091990 = -1176964.901729
  nChanged 27
		SP:Iteration 20F (62830.230000 sec): 3 clusters
  Score: Raw -1181423.058066 + Penalty 4445.091990 = -1176977.966075
  nChanged 25
		SP:Iteration 21Q (62830.440000 sec): 3 clusters
  Score: Raw -1181434.094024 + Penalty 4445.091990 = -1176989.002034
  nChanged 23
		SP:Iteration 22Q (62830.660000 sec): 3 clusters
  Score: Raw -1181441.592357 + Penalty 4445.091990 = -1176996.500367
  nChanged 12
		SP:Iteration 23Q (62830.880000 sec): 3 clusters
  Score: Raw -1181444.640640 + Penalty 4445.091990 = -1176999.548650
  nChanged 13
		SP:Iteration 24Q (62831.100000 sec): 3 clusters
  Score: Raw -1181448.050655 + Penalty 4445.091990 = -1177002.958665
  nChanged 7
		SP:Iteration 25Q (62831.310000 sec): 3 clusters
  Score: Raw -1181450.762144 + Penalty 4445.091990 = -1177005.670154
  nChanged 7
		SP:Iteration 26Q (62831.530000 sec): 3 clusters
  Score: Raw -1181451.938478 + Penalty 4445.091990 = -1177006.846488
  nChanged 5
		SP:Iteration 27Q (62831.740000 sec): 3 clusters
  Score: Raw -1181453.727484 + Penalty 4445.091990 = -1177008.635494
  nChanged 4
		SP:Iteration 28Q (62831.960000 sec): 3 clusters
  Score: Raw -1181455.596809 + Penalty 4445.091990 = -1177010.504818
  nChanged 7
		SP:Iteration 29Q (62832.180000 sec): 3 clusters
  Score: Raw -1181457.148419 + Penalty 4445.091990 = -1177012.056429
  nChanged 2
		SP:Iteration 30Q (62832.390000 sec): 3 clusters
  Score: Raw -1181457.587581 + Penalty 4445.091990 = -1177012.495590
  nChanged 1
		SP:Iteration 31Q (62832.610000 sec): 3 clusters
  Score: Raw -1181457.728919 + Penalty 4445.091990 = -1177012.636928
  nChanged 1
		SP:Iteration 32Q (62832.780000 sec): 3 clusters
  Score: Raw -1181458.033176 + Penalty 4445.091990 = -1177012.941185
  nChanged 0
		SP:Iteration 33F (62833.030000 sec): 3 clusters
  Score: Raw -1181458.033176 + Penalty 4445.091990 = -1177012.941185
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (18298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62833.210000 sec): 2 clusters
  Score: Raw -3014407.498578 + Penalty 2434.007667 = -3011973.490911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62833.540000 sec): 3 clusters
  Score: Raw -3003869.114800 + Penalty 4868.015333 = -2999001.099467
  nChanged 8027
		SP:Iteration 1F (62833.850000 sec): 3 clusters
  Score: Raw -3008031.318892 + Penalty 4868.015333 = -3003163.303559
  nChanged 909
		SP:Iteration 2Q (62834.210000 sec): 3 clusters
  Score: Raw -3008347.951283 + Penalty 4868.015333 = -3003479.935949
  nChanged 789
		SP:Iteration 3Q (62834.560000 sec): 3 clusters
  Score: Raw -3008593.807740 + Penalty 4868.015333 = -3003725.792406
  nChanged 649
		SP:Iteration 4Q (62834.920000 sec): 3 clusters
  Score: Raw -3008778.913338 + Penalty 4868.015333 = -3003910.898004
  nChanged 526
		SP:Iteration 5Q (62835.280000 sec): 3 clusters
  Score: Raw -3008915.419701 + Penalty 4868.015333 = -3004047.404367
  nChanged 476
		SP:Iteration 6Q (62835.640000 sec): 3 clusters
  Score: Raw -3009034.187849 + Penalty 4868.015333 = -3004166.172515
  nChanged 399
		SP:Iteration 7Q (62836.000000 sec): 3 clusters
  Score: Raw -3009128.269299 + Penalty 4868.015333 = -3004260.253965
  nChanged 376
		SP:Iteration 8Q (62836.360000 sec): 3 clusters
  Score: Raw -3009213.813142 + Penalty 4868.015333 = -3004345.797808
  nChanged 334
		SP:Iteration 9Q (62836.720000 sec): 3 clusters
  Score: Raw -3009286.069157 + Penalty 4868.015333 = -3004418.053823
  nChanged 311
		SP:Iteration 10Q (62837.080000 sec): 3 clusters
  Score: Raw -3009350.623510 + Penalty 4868.015333 = -3004482.608176
  nChanged 292
		SP:Iteration 11Q (62837.440000 sec): 3 clusters
  Score: Raw -3009408.398733 + Penalty 4868.015333 = -3004540.383400
  nChanged 266
		SP:Iteration 12Q (62837.750000 sec): 3 clusters
  Score: Raw -3009469.962061 + Penalty 4868.015333 = -3004601.946727
  nChanged 325
		SP:Iteration 13Q (62838.070000 sec): 3 clusters
  Score: Raw -3009542.541576 + Penalty 4868.015333 = -3004674.526242
  nChanged 296
		SP:Iteration 14Q (62838.430000 sec): 3 clusters
  Score: Raw -3009606.634002 + Penalty 4868.015333 = -3004738.618668
  nChanged 268
		SP:Iteration 15Q (62838.820000 sec): 3 clusters
  Score: Raw -3009673.611437 + Penalty 4868.015333 = -3004805.596104
  nChanged 310
		SP:Iteration 16Q (62839.110000 sec): 3 clusters
  Score: Raw -3009756.240841 + Penalty 4868.015333 = -3004888.225507
  nChanged 347
		SP:Iteration 17Q (62839.470000 sec): 3 clusters
  Score: Raw -3009862.147301 + Penalty 4868.015333 = -3004994.131967
  nChanged 378
		SP:Iteration 18Q (62839.790000 sec): 3 clusters
  Score: Raw -3009992.517437 + Penalty 4868.015333 = -3005124.502104
  nChanged 398
		SP:Iteration 19Q (62840.070000 sec): 3 clusters
  Score: Raw -3010136.420025 + Penalty 4868.015333 = -3005268.404692
  nChanged 451
		SP:Iteration 20F (62840.390000 sec): 3 clusters
  Score: Raw -3010323.143244 + Penalty 4868.015333 = -3005455.127911
  nChanged 521
		SP:Iteration 21Q (62840.710000 sec): 3 clusters
  Score: Raw -3010574.613396 + Penalty 4868.015333 = -3005706.598062
  nChanged 579
		SP:Iteration 22Q (62841.030000 sec): 3 clusters
  Score: Raw -3010907.594359 + Penalty 4868.015333 = -3006039.579026
  nChanged 647
		SP:Iteration 23Q (62841.350000 sec): 3 clusters
  Score: Raw -3011261.233092 + Penalty 4868.015333 = -3006393.217759
  nChanged 629
		SP:Iteration 24Q (62841.670000 sec): 3 clusters
  Score: Raw -3011562.555171 + Penalty 4868.015333 = -3006694.539838
  nChanged 506
		SP:Iteration 25Q (62841.990000 sec): 3 clusters
  Score: Raw -3011760.030036 + Penalty 4868.015333 = -3006892.014702
  nChanged 392
		SP:Iteration 26Q (62842.310000 sec): 3 clusters
  Score: Raw -3011873.903495 + Penalty 4868.015333 = -3007005.888162
  nChanged 265
		SP:Iteration 27Q (62842.620000 sec): 3 clusters
  Score: Raw -3011936.279435 + Penalty 4868.015333 = -3007068.264101
  nChanged 200
		SP:Iteration 28Q (62842.940000 sec): 3 clusters
  Score: Raw -3011974.146904 + Penalty 4868.015333 = -3007106.131571
  nChanged 120
		SP:Iteration 29Q (62843.260000 sec): 3 clusters
  Score: Raw -3011992.152834 + Penalty 4868.015333 = -3007124.137501
  nChanged 94
		SP:Iteration 30Q (62843.580000 sec): 3 clusters
  Score: Raw -3012004.643017 + Penalty 4868.015333 = -3007136.627684
  nChanged 69
		SP:Iteration 31Q (62843.900000 sec): 3 clusters
  Score: Raw -3012014.080681 + Penalty 4868.015333 = -3007146.065347
  nChanged 62
		SP:Iteration 32Q (62844.220000 sec): 3 clusters
  Score: Raw -3012022.230690 + Penalty 4868.015333 = -3007154.215357
  nChanged 65
		SP:Iteration 33Q (62844.540000 sec): 3 clusters
  Score: Raw -3012030.972254 + Penalty 4868.015333 = -3007162.956921
  nChanged 53
		SP:Iteration 34Q (62844.850000 sec): 3 clusters
  Score: Raw -3012037.752169 + Penalty 4868.015333 = -3007169.736836
  nChanged 46
		SP:Iteration 35Q (62845.170000 sec): 3 clusters
  Score: Raw -3012043.123250 + Penalty 4868.015333 = -3007175.107916
  nChanged 50
		SP:Iteration 36Q (62845.490000 sec): 3 clusters
  Score: Raw -3012049.249971 + Penalty 4868.015333 = -3007181.234637
  nChanged 55
		SP:Iteration 37Q (62845.810000 sec): 3 clusters
  Score: Raw -3012056.787826 + Penalty 4868.015333 = -3007188.772493
  nChanged 54
		SP:Iteration 38Q (62846.130000 sec): 3 clusters
  Score: Raw -3012063.488869 + Penalty 4868.015333 = -3007195.473536
  nChanged 54
		SP:Iteration 39Q (62846.440000 sec): 3 clusters
  Score: Raw -3012069.938190 + Penalty 4868.015333 = -3007201.922857
  nChanged 34
		SP:Iteration 40F (62846.760000 sec): 3 clusters
  Score: Raw -3012073.418359 + Penalty 4868.015333 = -3007205.403026
  nChanged 24
		SP:Iteration 41Q (62847.080000 sec): 3 clusters
  Score: Raw -3012075.919531 + Penalty 4868.015333 = -3007207.904198
  nChanged 20
		SP:Iteration 42Q (62847.360000 sec): 3 clusters
  Score: Raw -3012077.426463 + Penalty 4868.015333 = -3007209.411129
  nChanged 14
		SP:Iteration 43Q (62847.680000 sec): 3 clusters
  Score: Raw -3012078.320449 + Penalty 4868.015333 = -3007210.305115
  nChanged 10
		SP:Iteration 44Q (62848.000000 sec): 3 clusters
  Score: Raw -3012079.080398 + Penalty 4868.015333 = -3007211.065064
  nChanged 5
		SP:Iteration 45Q (62848.300000 sec): 3 clusters
  Score: Raw -3012079.624685 + Penalty 4868.015333 = -3007211.609351
  nChanged 10
		SP:Iteration 46Q (62848.630000 sec): 3 clusters
  Score: Raw -3012080.490022 + Penalty 4868.015333 = -3007212.474689
  nChanged 9
		SP:Iteration 47Q (62848.920000 sec): 3 clusters
  Score: Raw -3012081.276072 + Penalty 4868.015333 = -3007213.260738
  nChanged 12
		SP:Iteration 48Q (62849.210000 sec): 3 clusters
  Score: Raw -3012082.174255 + Penalty 4868.015333 = -3007214.158921
  nChanged 11
		SP:Iteration 49Q (62849.540000 sec): 3 clusters
  Score: Raw -3012082.977073 + Penalty 4868.015333 = -3007214.961739
  nChanged 9
		SP:Iteration 50Q (62849.920000 sec): 3 clusters
  Score: Raw -3012083.951648 + Penalty 4868.015333 = -3007215.936315
  nChanged 12
		SP:Iteration 51Q (62850.220000 sec): 3 clusters
  Score: Raw -3012084.769827 + Penalty 4868.015333 = -3007216.754494
  nChanged 9
		SP:Iteration 52Q (62850.560000 sec): 3 clusters
  Score: Raw -3012085.546725 + Penalty 4868.015333 = -3007217.531391
  nChanged 15
		SP:Iteration 53Q (62850.840000 sec): 3 clusters
  Score: Raw -3012086.621526 + Penalty 4868.015333 = -3007218.606193
  nChanged 12
		SP:Iteration 54Q (62851.220000 sec): 3 clusters
  Score: Raw -3012087.461421 + Penalty 4868.015333 = -3007219.446088
  nChanged 12
		SP:Iteration 55Q (62851.530000 sec): 3 clusters
  Score: Raw -3012088.639435 + Penalty 4868.015333 = -3007220.624101
  nChanged 12
		SP:Iteration 56Q (62851.820000 sec): 3 clusters
  Score: Raw -3012089.656632 + Penalty 4868.015333 = -3007221.641299
  nChanged 12
		SP:Iteration 57Q (62852.100000 sec): 3 clusters
  Score: Raw -3012090.272900 + Penalty 4868.015333 = -3007222.257566
  nChanged 6
		SP:Iteration 58Q (62852.450000 sec): 3 clusters
  Score: Raw -3012090.577417 + Penalty 4868.015333 = -3007222.562083
  nChanged 2
		SP:Iteration 59Q (62852.740000 sec): 3 clusters
  Score: Raw -3012090.656861 + Penalty 4868.015333 = -3007222.641528
  nChanged 1
		SP:Iteration 60F (62853.040000 sec): 3 clusters
  Score: Raw -3012090.695706 + Penalty 4868.015333 = -3007222.680372
  nChanged 1
		SP:Iteration 61Q (62853.370000 sec): 3 clusters
  Score: Raw -3012090.732954 + Penalty 4868.015333 = -3007222.717620
  nChanged 1
		SP:Iteration 62Q (62853.660000 sec): 3 clusters
  Score: Raw -3012090.848114 + Penalty 4868.015333 = -3007222.832781
  nChanged 2
		SP:Iteration 63Q (62853.930000 sec): 3 clusters
  Score: Raw -3012090.994308 + Penalty 4868.015333 = -3007222.978974
  nChanged 0
		SP:Iteration 64F (62854.190000 sec): 3 clusters
  Score: Raw -3012090.994308 + Penalty 4868.015333 = -3007222.978974
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62854.320000 sec): 2 clusters
  Score: Raw -538050.670115 + Penalty 2015.156485 = -536035.513629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62854.470000 sec): 3 clusters
  Score: Raw -536562.224377 + Penalty 4030.312970 = -532531.911407
  nChanged 1229
		SP:Iteration 1F (62854.620000 sec): 3 clusters
  Score: Raw -537282.417017 + Penalty 4030.312970 = -533252.104047
  nChanged 272
		SP:Iteration 2F (62854.800000 sec): 3 clusters
  Score: Raw -537485.924965 + Penalty 4030.312970 = -533455.611994
  nChanged 184
		SP:Iteration 3F (62854.970000 sec): 3 clusters
  Score: Raw -537596.996643 + Penalty 4030.312970 = -533566.683673
  nChanged 126
		SP:Iteration 4Q (62855.100000 sec): 3 clusters
  Score: Raw -537679.856844 + Penalty 4030.312970 = -533649.543874
  nChanged 98
		SP:Iteration 5Q (62855.250000 sec): 3 clusters
  Score: Raw -537739.412667 + Penalty 4030.312970 = -533709.099697
  nChanged 87
		SP:Iteration 6Q (62855.400000 sec): 3 clusters
  Score: Raw -537791.320376 + Penalty 4030.312970 = -533761.007405
  nChanged 81
		SP:Iteration 7Q (62855.550000 sec): 3 clusters
  Score: Raw -537842.435304 + Penalty 4030.312970 = -533812.122333
  nChanged 88
		SP:Iteration 8Q (62855.740000 sec): 3 clusters
  Score: Raw -537890.575841 + Penalty 4030.312970 = -533860.262871
  nChanged 70
		SP:Iteration 9Q (62855.950000 sec): 3 clusters
  Score: Raw -537931.195077 + Penalty 4030.312970 = -533900.882107
  nChanged 69
		SP:Iteration 10Q (62856.130000 sec): 3 clusters
  Score: Raw -537981.995492 + Penalty 4030.312970 = -533951.682521
  nChanged 82
		SP:Iteration 11Q (62856.320000 sec): 3 clusters
  Score: Raw -538044.721532 + Penalty 4030.312970 = -534014.408561
  nChanged 86
		SP:Iteration 12Q (62856.500000 sec): 3 clusters
  Score: Raw -538111.883544 + Penalty 4030.312970 = -534081.570573
  nChanged 90
		SP:Iteration 13Q (62856.710000 sec): 3 clusters
  Score: Raw -538190.119735 + Penalty 4030.312970 = -534159.806764
  nChanged 95
		SP:Iteration 14Q (62856.930000 sec): 3 clusters
  Score: Raw -538286.152913 + Penalty 4030.312970 = -534255.839942
  nChanged 86
		SP:Iteration 15Q (62857.120000 sec): 3 clusters
  Score: Raw -538359.181960 + Penalty 4030.312970 = -534328.868989
  nChanged 55
		SP:Iteration 16Q (62857.360000 sec): 3 clusters
  Score: Raw -538398.351102 + Penalty 4030.312970 = -534368.038132
  nChanged 44
		SP:Iteration 17Q (62857.520000 sec): 3 clusters
  Score: Raw -538436.292182 + Penalty 4030.312970 = -534405.979212
  nChanged 42
		SP:Iteration 18Q (62857.660000 sec): 3 clusters
  Score: Raw -538479.214512 + Penalty 4030.312970 = -534448.901541
  nChanged 48
		SP:Iteration 19Q (62857.800000 sec): 3 clusters
  Score: Raw -538522.614099 + Penalty 4030.312970 = -534492.301129
  nChanged 40
		SP:Iteration 20F (62858.000000 sec): 3 clusters
  Score: Raw -538563.063921 + Penalty 4030.312970 = -534532.750951
  nChanged 39
		SP:Iteration 21Q (62858.250000 sec): 3 clusters
  Score: Raw -538592.859746 + Penalty 4030.312970 = -534562.546775
  nChanged 20
		SP:Iteration 22Q (62858.400000 sec): 3 clusters
  Score: Raw -538612.185981 + Penalty 4030.312970 = -534581.873010
  nChanged 19
		SP:Iteration 23Q (62858.570000 sec): 3 clusters
  Score: Raw -538627.225858 + Penalty 4030.312970 = -534596.912888
  nChanged 13
		SP:Iteration 24Q (62858.730000 sec): 3 clusters
  Score: Raw -538636.217514 + Penalty 4030.312970 = -534605.904544
  nChanged 9
		SP:Iteration 25Q (62858.960000 sec): 3 clusters
  Score: Raw -538642.431773 + Penalty 4030.312970 = -534612.118802
  nChanged 7
		SP:Iteration 26Q (62859.180000 sec): 3 clusters
  Score: Raw -538649.179744 + Penalty 4030.312970 = -534618.866774
  nChanged 8
		SP:Iteration 27Q (62859.340000 sec): 3 clusters
  Score: Raw -538653.536150 + Penalty 4030.312970 = -534623.223180
  nChanged 3
		SP:Iteration 28Q (62859.530000 sec): 3 clusters
  Score: Raw -538655.652770 + Penalty 4030.312970 = -534625.339799
  nChanged 2
		SP:Iteration 29Q (62859.710000 sec): 3 clusters
  Score: Raw -538656.922560 + Penalty 4030.312970 = -534626.609590
  nChanged 4
		SP:Iteration 30Q (62859.850000 sec): 3 clusters
  Score: Raw -538659.806089 + Penalty 4030.312970 = -534629.493118
  nChanged 1
		SP:Iteration 31Q (62860.040000 sec): 3 clusters
  Score: Raw -538660.680638 + Penalty 4030.312970 = -534630.367668
  nChanged 2
		SP:Iteration 32Q (62860.190000 sec): 3 clusters
  Score: Raw -538661.939409 + Penalty 4030.312970 = -534631.626439
  nChanged 0
		SP:Iteration 33F (62860.340000 sec): 3 clusters
  Score: Raw -538661.939409 + Penalty 4030.312970 = -534631.626439
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (7391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62860.480000 sec): 2 clusters
  Score: Raw -1046366.006685 + Penalty 2209.188544 = -1044156.818141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62860.680000 sec): 3 clusters
  Score: Raw -1042554.888153 + Penalty 4418.377088 = -1038136.511065
  nChanged 3006
		SP:Iteration 1F (62860.860000 sec): 3 clusters
  Score: Raw -1044419.759808 + Penalty 4418.377088 = -1040001.382720
  nChanged 725
		SP:Iteration 2F (62861.100000 sec): 3 clusters
  Score: Raw -1045319.860771 + Penalty 4418.377088 = -1040901.483683
  nChanged 715
		SP:Iteration 3F (62861.280000 sec): 3 clusters
  Score: Raw -1046141.363192 + Penalty 4418.377088 = -1041722.986103
  nChanged 622
		SP:Iteration 4F (62861.470000 sec): 3 clusters
  Score: Raw -1046803.236166 + Penalty 4418.377088 = -1042384.859078
  nChanged 463
		SP:Iteration 5F (62861.700000 sec): 3 clusters
  Score: Raw -1047180.923412 + Penalty 4418.377088 = -1042762.546324
  nChanged 342
		SP:Iteration 6Q (62861.850000 sec): 3 clusters
  Score: Raw -1047409.218361 + Penalty 4418.377088 = -1042990.841273
  nChanged 215
		SP:Iteration 7Q (62862.050000 sec): 3 clusters
  Score: Raw -1047513.764888 + Penalty 4418.377088 = -1043095.387800
  nChanged 161
		SP:Iteration 8Q (62862.220000 sec): 3 clusters
  Score: Raw -1047581.357020 + Penalty 4418.377088 = -1043162.979932
  nChanged 104
		SP:Iteration 9Q (62862.380000 sec): 3 clusters
  Score: Raw -1047619.195980 + Penalty 4418.377088 = -1043200.818891
  nChanged 82
		SP:Iteration 10Q (62862.610000 sec): 3 clusters
  Score: Raw -1047643.210132 + Penalty 4418.377088 = -1043224.833044
  nChanged 52
		SP:Iteration 11Q (62862.860000 sec): 3 clusters
  Score: Raw -1047657.441384 + Penalty 4418.377088 = -1043239.064296
  nChanged 40
		SP:Iteration 12Q (62862.980000 sec): 3 clusters
  Score: Raw -1047670.302196 + Penalty 4418.377088 = -1043251.925108
  nChanged 41
		SP:Iteration 13Q (62863.160000 sec): 3 clusters
  Score: Raw -1047680.743979 + Penalty 4418.377088 = -1043262.366891
  nChanged 27
		SP:Iteration 14Q (62863.390000 sec): 3 clusters
  Score: Raw -1047687.542105 + Penalty 4418.377088 = -1043269.165017
  nChanged 31
		SP:Iteration 15Q (62863.600000 sec): 3 clusters
  Score: Raw -1047694.055547 + Penalty 4418.377088 = -1043275.678459
  nChanged 26
		SP:Iteration 16Q (62863.800000 sec): 3 clusters
  Score: Raw -1047700.229966 + Penalty 4418.377088 = -1043281.852878
  nChanged 19
		SP:Iteration 17Q (62864.000000 sec): 3 clusters
  Score: Raw -1047705.319880 + Penalty 4418.377088 = -1043286.942791
  nChanged 18
		SP:Iteration 18Q (62864.170000 sec): 3 clusters
  Score: Raw -1047709.058291 + Penalty 4418.377088 = -1043290.681203
  nChanged 17
		SP:Iteration 19Q (62864.320000 sec): 3 clusters
  Score: Raw -1047712.545725 + Penalty 4418.377088 = -1043294.168637
  nChanged 16
		SP:Iteration 20F (62864.540000 sec): 3 clusters
  Score: Raw -1047714.799844 + Penalty 4418.377088 = -1043296.422756
  nChanged 13
		SP:Iteration 21Q (62864.720000 sec): 3 clusters
  Score: Raw -1047716.871597 + Penalty 4418.377088 = -1043298.494509
  nChanged 15
		SP:Iteration 22Q (62864.880000 sec): 3 clusters
  Score: Raw -1047720.524691 + Penalty 4418.377088 = -1043302.147603
  nChanged 15
		SP:Iteration 23Q (62865.060000 sec): 3 clusters
  Score: Raw -1047723.636337 + Penalty 4418.377088 = -1043305.259249
  nChanged 8
		SP:Iteration 24Q (62865.220000 sec): 3 clusters
  Score: Raw -1047724.834709 + Penalty 4418.377088 = -1043306.457621
  nChanged 8
		SP:Iteration 25Q (62865.450000 sec): 3 clusters
  Score: Raw -1047727.817144 + Penalty 4418.377088 = -1043309.440056
  nChanged 15
		SP:Iteration 26Q (62865.720000 sec): 3 clusters
  Score: Raw -1047732.435066 + Penalty 4418.377088 = -1043314.057978
  nChanged 13
		SP:Iteration 27Q (62865.910000 sec): 3 clusters
  Score: Raw -1047735.637817 + Penalty 4418.377088 = -1043317.260729
  nChanged 14
		SP:Iteration 28Q (62866.120000 sec): 3 clusters
  Score: Raw -1047740.133965 + Penalty 4418.377088 = -1043321.756877
  nChanged 23
		SP:Iteration 29Q (62866.310000 sec): 3 clusters
  Score: Raw -1047744.690721 + Penalty 4418.377088 = -1043326.313633
  nChanged 15
		SP:Iteration 30Q (62866.480000 sec): 3 clusters
  Score: Raw -1047747.487739 + Penalty 4418.377088 = -1043329.110651
  nChanged 16
		SP:Iteration 31Q (62866.750000 sec): 3 clusters
  Score: Raw -1047751.508132 + Penalty 4418.377088 = -1043333.131044
  nChanged 14
		SP:Iteration 32Q (62866.910000 sec): 3 clusters
  Score: Raw -1047753.913958 + Penalty 4418.377088 = -1043335.536870
  nChanged 15
		SP:Iteration 33Q (62867.170000 sec): 3 clusters
  Score: Raw -1047758.265680 + Penalty 4418.377088 = -1043339.888592
  nChanged 17
		SP:Iteration 34Q (62867.470000 sec): 3 clusters
  Score: Raw -1047762.981720 + Penalty 4418.377088 = -1043344.604632
  nChanged 17
		SP:Iteration 35Q (62867.670000 sec): 3 clusters
  Score: Raw -1047766.120454 + Penalty 4418.377088 = -1043347.743365
  nChanged 14
		SP:Iteration 36Q (62867.850000 sec): 3 clusters
  Score: Raw -1047768.677540 + Penalty 4418.377088 = -1043350.300452
  nChanged 12
		SP:Iteration 37Q (62868.030000 sec): 3 clusters
  Score: Raw -1047771.699589 + Penalty 4418.377088 = -1043353.322501
  nChanged 11
		SP:Iteration 38Q (62868.310000 sec): 3 clusters
  Score: Raw -1047773.502820 + Penalty 4418.377088 = -1043355.125732
  nChanged 18
		SP:Iteration 39Q (62868.580000 sec): 3 clusters
  Score: Raw -1047776.950714 + Penalty 4418.377088 = -1043358.573626
  nChanged 16
		SP:Iteration 40F (62868.790000 sec): 3 clusters
  Score: Raw -1047780.724526 + Penalty 4418.377088 = -1043362.347438
  nChanged 15
		SP:Iteration 41Q (62868.970000 sec): 3 clusters
  Score: Raw -1047783.714547 + Penalty 4418.377088 = -1043365.337459
  nChanged 9
		SP:Iteration 42Q (62869.140000 sec): 3 clusters
  Score: Raw -1047785.493614 + Penalty 4418.377088 = -1043367.116526
  nChanged 11
		SP:Iteration 43Q (62869.280000 sec): 3 clusters
  Score: Raw -1047787.629846 + Penalty 4418.377088 = -1043369.252757
  nChanged 15
		SP:Iteration 44Q (62869.500000 sec): 3 clusters
  Score: Raw -1047790.657927 + Penalty 4418.377088 = -1043372.280839
  nChanged 11
		SP:Iteration 45Q (62869.700000 sec): 3 clusters
  Score: Raw -1047792.449734 + Penalty 4418.377088 = -1043374.072646
  nChanged 14
		SP:Iteration 46Q (62869.870000 sec): 3 clusters
  Score: Raw -1047795.698675 + Penalty 4418.377088 = -1043377.321587
  nChanged 14
		SP:Iteration 47Q (62870.100000 sec): 3 clusters
  Score: Raw -1047799.473813 + Penalty 4418.377088 = -1043381.096725
  nChanged 9
		SP:Iteration 48Q (62870.320000 sec): 3 clusters
  Score: Raw -1047801.398580 + Penalty 4418.377088 = -1043383.021492
  nChanged 7
		SP:Iteration 49Q (62870.530000 sec): 3 clusters
  Score: Raw -1047802.918664 + Penalty 4418.377088 = -1043384.541576
  nChanged 4
		SP:Iteration 50Q (62870.740000 sec): 3 clusters
  Score: Raw -1047803.744799 + Penalty 4418.377088 = -1043385.367711
  nChanged 6
		SP:Iteration 51Q (62870.920000 sec): 3 clusters
  Score: Raw -1047805.907060 + Penalty 4418.377088 = -1043387.529972
  nChanged 9
		SP:Iteration 52Q (62871.110000 sec): 3 clusters
  Score: Raw -1047808.159854 + Penalty 4418.377088 = -1043389.782766
  nChanged 11
		SP:Iteration 53Q (62871.320000 sec): 3 clusters
  Score: Raw -1047810.708120 + Penalty 4418.377088 = -1043392.331032
  nChanged 10
		SP:Iteration 54Q (62871.550000 sec): 3 clusters
  Score: Raw -1047812.267445 + Penalty 4418.377088 = -1043393.890357
  nChanged 5
		SP:Iteration 55Q (62871.710000 sec): 3 clusters
  Score: Raw -1047813.333196 + Penalty 4418.377088 = -1043394.956107
  nChanged 4
		SP:Iteration 56Q (62871.940000 sec): 3 clusters
  Score: Raw -1047813.850614 + Penalty 4418.377088 = -1043395.473525
  nChanged 4
		SP:Iteration 57Q (62872.200000 sec): 3 clusters
  Score: Raw -1047815.005342 + Penalty 4418.377088 = -1043396.628253
  nChanged 6
		SP:Iteration 58Q (62872.350000 sec): 3 clusters
  Score: Raw -1047816.306620 + Penalty 4418.377088 = -1043397.929532
  nChanged 4
		SP:Iteration 59Q (62872.630000 sec): 3 clusters
  Score: Raw -1047817.165443 + Penalty 4418.377088 = -1043398.788355
  nChanged 3
		SP:Iteration 60F (62872.750000 sec): 3 clusters
  Score: Raw -1047817.713504 + Penalty 4418.377088 = -1043399.336416
  nChanged 3
		SP:Iteration 61Q (62873.000000 sec): 3 clusters
  Score: Raw -1047818.539637 + Penalty 4418.377088 = -1043400.162549
  nChanged 2
		SP:Iteration 62Q (62873.180000 sec): 3 clusters
  Score: Raw -1047819.163042 + Penalty 4418.377088 = -1043400.785954
  nChanged 3
		SP:Iteration 63Q (62873.370000 sec): 3 clusters
  Score: Raw -1047820.274594 + Penalty 4418.377088 = -1043401.897506
  nChanged 4
		SP:Iteration 64Q (62873.570000 sec): 3 clusters
  Score: Raw -1047820.889852 + Penalty 4418.377088 = -1043402.512763
  nChanged 2
		SP:Iteration 65Q (62873.760000 sec): 3 clusters
  Score: Raw -1047821.104979 + Penalty 4418.377088 = -1043402.727891
  nChanged 0
		SP:Iteration 66F (62874.020000 sec): 3 clusters
  Score: Raw -1047821.104979 + Penalty 4418.377088 = -1043402.727891
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (6214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62874.110000 sec): 2 clusters
  Score: Raw -999688.783716 + Penalty 2166.170902 = -997522.612814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62874.350000 sec): 3 clusters
  Score: Raw -996583.686734 + Penalty 4332.341805 = -992251.344930
  nChanged 2458
		SP:Iteration 1F (62874.610000 sec): 3 clusters
  Score: Raw -998061.930033 + Penalty 4332.341805 = -993729.588228
  nChanged 454
		SP:Iteration 2F (62874.840000 sec): 3 clusters
  Score: Raw -998334.246486 + Penalty 4332.341805 = -994001.904682
  nChanged 319
		SP:Iteration 3F (62875.090000 sec): 3 clusters
  Score: Raw -998518.184792 + Penalty 4332.341805 = -994185.842987
  nChanged 266
		SP:Iteration 4Q (62875.340000 sec): 3 clusters
  Score: Raw -998674.995263 + Penalty 4332.341805 = -994342.653459
  nChanged 235
		SP:Iteration 5Q (62875.500000 sec): 3 clusters
  Score: Raw -998816.056792 + Penalty 4332.341805 = -994483.714987
  nChanged 230
		SP:Iteration 6Q (62875.710000 sec): 3 clusters
  Score: Raw -998956.857095 + Penalty 4332.341805 = -994624.515290
  nChanged 235
		SP:Iteration 7Q (62875.850000 sec): 3 clusters
  Score: Raw -999112.655490 + Penalty 4332.341805 = -994780.313685
  nChanged 219
		SP:Iteration 8Q (62876.080000 sec): 3 clusters
  Score: Raw -999256.616397 + Penalty 4332.341805 = -994924.274593
  nChanged 203
		SP:Iteration 9Q (62876.210000 sec): 3 clusters
  Score: Raw -999411.409412 + Penalty 4332.341805 = -995079.067607
  nChanged 208
		SP:Iteration 10Q (62876.420000 sec): 3 clusters
  Score: Raw -999601.550977 + Penalty 4332.341805 = -995269.209172
  nChanged 197
		SP:Iteration 11Q (62876.600000 sec): 3 clusters
  Score: Raw -999828.958514 + Penalty 4332.341805 = -995496.616709
  nChanged 191
		SP:Iteration 12Q (62876.720000 sec): 3 clusters
  Score: Raw -1000064.992194 + Penalty 4332.341805 = -995732.650390
  nChanged 150
		SP:Iteration 13Q (62876.950000 sec): 3 clusters
  Score: Raw -1000218.684935 + Penalty 4332.341805 = -995886.343130
  nChanged 143
		SP:Iteration 14Q (62877.150000 sec): 3 clusters
  Score: Raw -1000306.807307 + Penalty 4332.341805 = -995974.465503
  nChanged 101
		SP:Iteration 15Q (62877.360000 sec): 3 clusters
  Score: Raw -1000351.797411 + Penalty 4332.341805 = -996019.455607
  nChanged 57
		SP:Iteration 16Q (62877.560000 sec): 3 clusters
  Score: Raw -1000372.209786 + Penalty 4332.341805 = -996039.867982
  nChanged 32
		SP:Iteration 17Q (62877.730000 sec): 3 clusters
  Score: Raw -1000382.773953 + Penalty 4332.341805 = -996050.432149
  nChanged 24
		SP:Iteration 18Q (62877.970000 sec): 3 clusters
  Score: Raw -1000392.027997 + Penalty 4332.341805 = -996059.686193
  nChanged 27
		SP:Iteration 19Q (62878.170000 sec): 3 clusters
  Score: Raw -1000400.930211 + Penalty 4332.341805 = -996068.588407
  nChanged 26
		SP:Iteration 20F (62878.340000 sec): 3 clusters
  Score: Raw -1000410.609501 + Penalty 4332.341805 = -996078.267696
  nChanged 28
		SP:Iteration 21Q (62878.550000 sec): 3 clusters
  Score: Raw -1000420.419798 + Penalty 4332.341805 = -996088.077993
  nChanged 21
		SP:Iteration 22Q (62878.680000 sec): 3 clusters
  Score: Raw -1000427.713927 + Penalty 4332.341805 = -996095.372122
  nChanged 20
		SP:Iteration 23Q (62878.830000 sec): 3 clusters
  Score: Raw -1000434.633669 + Penalty 4332.341805 = -996102.291865
  nChanged 15
		SP:Iteration 24Q (62879.060000 sec): 3 clusters
  Score: Raw -1000438.357449 + Penalty 4332.341805 = -996106.015644
  nChanged 8
		SP:Iteration 25Q (62879.270000 sec): 3 clusters
  Score: Raw -1000440.434112 + Penalty 4332.341805 = -996108.092308
  nChanged 8
		SP:Iteration 26Q (62879.440000 sec): 3 clusters
  Score: Raw -1000442.945958 + Penalty 4332.341805 = -996110.604153
  nChanged 9
		SP:Iteration 27Q (62879.700000 sec): 3 clusters
  Score: Raw -1000444.652097 + Penalty 4332.341805 = -996112.310292
  nChanged 2
		SP:Iteration 28Q (62879.860000 sec): 3 clusters
  Score: Raw -1000445.299987 + Penalty 4332.341805 = -996112.958183
  nChanged 1
		SP:Iteration 29Q (62880.130000 sec): 3 clusters
  Score: Raw -1000445.404834 + Penalty 4332.341805 = -996113.063030
  nChanged 0
		SP:Iteration 30F (62880.340000 sec): 3 clusters
  Score: Raw -1000445.404834 + Penalty 4332.341805 = -996113.063030
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (4158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62880.440000 sec): 2 clusters
  Score: Raw -627183.232756 + Penalty 2066.531788 = -625116.700967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62880.600000 sec): 3 clusters
  Score: Raw -625209.450730 + Penalty 4133.063576 = -621076.387153
  nChanged 1565
		SP:Iteration 1F (62880.780000 sec): 3 clusters
  Score: Raw -626090.336480 + Penalty 4133.063576 = -621957.272904
  nChanged 300
		SP:Iteration 2F (62881.010000 sec): 3 clusters
  Score: Raw -626295.320329 + Penalty 4133.063576 = -622162.256752
  nChanged 221
		SP:Iteration 3F (62881.200000 sec): 3 clusters
  Score: Raw -626469.219592 + Penalty 4133.063576 = -622336.156015
  nChanged 215
		SP:Iteration 4F (62881.370000 sec): 3 clusters
  Score: Raw -626635.141298 + Penalty 4133.063576 = -622502.077721
  nChanged 195
		SP:Iteration 5Q (62881.600000 sec): 3 clusters
  Score: Raw -626793.375646 + Penalty 4133.063576 = -622660.312070
  nChanged 170
		SP:Iteration 6Q (62881.790000 sec): 3 clusters
  Score: Raw -626942.305576 + Penalty 4133.063576 = -622809.242000
  nChanged 146
		SP:Iteration 7Q (62882.010000 sec): 3 clusters
  Score: Raw -627071.116205 + Penalty 4133.063576 = -622938.052629
  nChanged 147
		SP:Iteration 8Q (62882.240000 sec): 3 clusters
  Score: Raw -627176.523513 + Penalty 4133.063576 = -623043.459937
  nChanged 113
		SP:Iteration 9Q (62882.450000 sec): 3 clusters
  Score: Raw -627249.395953 + Penalty 4133.063576 = -623116.332376
  nChanged 89
		SP:Iteration 10Q (62882.690000 sec): 3 clusters
  Score: Raw -627300.540256 + Penalty 4133.063576 = -623167.476680
  nChanged 84
		SP:Iteration 11Q (62882.880000 sec): 3 clusters
  Score: Raw -627335.259250 + Penalty 4133.063576 = -623202.195674
  nChanged 51
		SP:Iteration 12Q (62883.110000 sec): 3 clusters
  Score: Raw -627355.034972 + Penalty 4133.063576 = -623221.971396
  nChanged 33
		SP:Iteration 13Q (62883.280000 sec): 3 clusters
  Score: Raw -627369.603991 + Penalty 4133.063576 = -623236.540414
  nChanged 24
		SP:Iteration 14Q (62883.470000 sec): 3 clusters
  Score: Raw -627379.437258 + Penalty 4133.063576 = -623246.373682
  nChanged 20
		SP:Iteration 15Q (62883.650000 sec): 3 clusters
  Score: Raw -627388.188939 + Penalty 4133.063576 = -623255.125362
  nChanged 17
		SP:Iteration 16Q (62883.840000 sec): 3 clusters
  Score: Raw -627395.368866 + Penalty 4133.063576 = -623262.305290
  nChanged 19
		SP:Iteration 17Q (62884.010000 sec): 3 clusters
  Score: Raw -627404.834877 + Penalty 4133.063576 = -623271.771301
  nChanged 20
		SP:Iteration 18Q (62884.220000 sec): 3 clusters
  Score: Raw -627411.054971 + Penalty 4133.063576 = -623277.991395
  nChanged 20
		SP:Iteration 19Q (62884.400000 sec): 3 clusters
  Score: Raw -627419.577168 + Penalty 4133.063576 = -623286.513592
  nChanged 16
		SP:Iteration 20F (62884.540000 sec): 3 clusters
  Score: Raw -627425.671706 + Penalty 4133.063576 = -623292.608130
  nChanged 14
		SP:Iteration 21Q (62884.690000 sec): 3 clusters
  Score: Raw -627431.231540 + Penalty 4133.063576 = -623298.167964
  nChanged 16
		SP:Iteration 22Q (62884.860000 sec): 3 clusters
  Score: Raw -627437.278145 + Penalty 4133.063576 = -623304.214569
  nChanged 20
		SP:Iteration 23Q (62885.020000 sec): 3 clusters
  Score: Raw -627444.135644 + Penalty 4133.063576 = -623311.072067
  nChanged 29
		SP:Iteration 24Q (62885.200000 sec): 3 clusters
  Score: Raw -627455.282332 + Penalty 4133.063576 = -623322.218756
  nChanged 31
		SP:Iteration 25Q (62885.330000 sec): 3 clusters
  Score: Raw -627466.420830 + Penalty 4133.063576 = -623333.357253
  nChanged 35
		SP:Iteration 26Q (62885.540000 sec): 3 clusters
  Score: Raw -627479.295280 + Penalty 4133.063576 = -623346.231704
  nChanged 36
		SP:Iteration 27Q (62885.760000 sec): 3 clusters
  Score: Raw -627493.676259 + Penalty 4133.063576 = -623360.612683
  nChanged 35
		SP:Iteration 28Q (62885.950000 sec): 3 clusters
  Score: Raw -627505.232237 + Penalty 4133.063576 = -623372.168660
  nChanged 18
		SP:Iteration 29Q (62886.130000 sec): 3 clusters
  Score: Raw -627509.955832 + Penalty 4133.063576 = -623376.892256
  nChanged 14
		SP:Iteration 30Q (62886.360000 sec): 3 clusters
  Score: Raw -627513.704679 + Penalty 4133.063576 = -623380.641103
  nChanged 10
		SP:Iteration 31Q (62886.550000 sec): 3 clusters
  Score: Raw -627516.961858 + Penalty 4133.063576 = -623383.898281
  nChanged 15
		SP:Iteration 32Q (62886.700000 sec): 3 clusters
  Score: Raw -627521.759992 + Penalty 4133.063576 = -623388.696416
  nChanged 21
		SP:Iteration 33Q (62886.850000 sec): 3 clusters
  Score: Raw -627527.581862 + Penalty 4133.063576 = -623394.518286
  nChanged 22
		SP:Iteration 34Q (62886.990000 sec): 3 clusters
  Score: Raw -627537.475659 + Penalty 4133.063576 = -623404.412082
  nChanged 29
		SP:Iteration 35Q (62887.180000 sec): 3 clusters
  Score: Raw -627548.240747 + Penalty 4133.063576 = -623415.177171
  nChanged 28
		SP:Iteration 36Q (62887.360000 sec): 3 clusters
  Score: Raw -627560.113139 + Penalty 4133.063576 = -623427.049563
  nChanged 26
		SP:Iteration 37Q (62887.530000 sec): 3 clusters
  Score: Raw -627568.931974 + Penalty 4133.063576 = -623435.868398
  nChanged 27
		SP:Iteration 38Q (62887.780000 sec): 3 clusters
  Score: Raw -627578.365631 + Penalty 4133.063576 = -623445.302055
  nChanged 34
		SP:Iteration 39Q (62887.970000 sec): 3 clusters
  Score: Raw -627590.605219 + Penalty 4133.063576 = -623457.541642
  nChanged 42
		SP:Iteration 40F (62888.190000 sec): 3 clusters
  Score: Raw -627607.179666 + Penalty 4133.063576 = -623474.116090
  nChanged 56
		SP:Iteration 41Q (62888.410000 sec): 3 clusters
  Score: Raw -627632.140534 + Penalty 4133.063576 = -623499.076958
  nChanged 54
		SP:Iteration 42Q (62888.630000 sec): 3 clusters
  Score: Raw -627652.119298 + Penalty 4133.063576 = -623519.055722
  nChanged 49
		SP:Iteration 43Q (62888.800000 sec): 3 clusters
  Score: Raw -627678.055940 + Penalty 4133.063576 = -623544.992363
  nChanged 60
		SP:Iteration 44Q (62889.000000 sec): 3 clusters
  Score: Raw -627707.163987 + Penalty 4133.063576 = -623574.100411
  nChanged 54
		SP:Iteration 45Q (62889.160000 sec): 3 clusters
  Score: Raw -627729.696207 + Penalty 4133.063576 = -623596.632631
  nChanged 54
		SP:Iteration 46Q (62889.330000 sec): 3 clusters
  Score: Raw -627755.503687 + Penalty 4133.063576 = -623622.440111
  nChanged 68
		SP:Iteration 47Q (62889.520000 sec): 3 clusters
  Score: Raw -627795.052278 + Penalty 4133.063576 = -623661.988702
  nChanged 67
		SP:Iteration 48Q (62889.700000 sec): 3 clusters
  Score: Raw -627830.041462 + Penalty 4133.063576 = -623696.977886
  nChanged 62
		SP:Iteration 49Q (62889.910000 sec): 3 clusters
  Score: Raw -627865.497261 + Penalty 4133.063576 = -623732.433685
  nChanged 57
		SP:Iteration 50Q (62890.140000 sec): 3 clusters
  Score: Raw -627895.673518 + Penalty 4133.063576 = -623762.609941
  nChanged 58
		SP:Iteration 51Q (62890.380000 sec): 3 clusters
  Score: Raw -627925.862020 + Penalty 4133.063576 = -623792.798444
  nChanged 55
		SP:Iteration 52Q (62890.560000 sec): 3 clusters
  Score: Raw -627956.120060 + Penalty 4133.063576 = -623823.056483
  nChanged 56
		SP:Iteration 53Q (62890.740000 sec): 3 clusters
  Score: Raw -627985.649597 + Penalty 4133.063576 = -623852.586021
  nChanged 39
		SP:Iteration 54Q (62890.990000 sec): 3 clusters
  Score: Raw -628006.946575 + Penalty 4133.063576 = -623873.882999
  nChanged 31
		SP:Iteration 55Q (62891.220000 sec): 3 clusters
  Score: Raw -628022.493142 + Penalty 4133.063576 = -623889.429566
  nChanged 20
		SP:Iteration 56Q (62891.430000 sec): 3 clusters
  Score: Raw -628032.720219 + Penalty 4133.063576 = -623899.656642
  nChanged 22
		SP:Iteration 57Q (62891.620000 sec): 3 clusters
  Score: Raw -628044.415358 + Penalty 4133.063576 = -623911.351782
  nChanged 25
		SP:Iteration 58Q (62891.870000 sec): 3 clusters
  Score: Raw -628055.641982 + Penalty 4133.063576 = -623922.578406
  nChanged 18
		SP:Iteration 59Q (62892.070000 sec): 3 clusters
  Score: Raw -628065.370011 + Penalty 4133.063576 = -623932.306435
  nChanged 18
		SP:Iteration 60F (62892.220000 sec): 3 clusters
  Score: Raw -628075.510136 + Penalty 4133.063576 = -623942.446559
  nChanged 27
		SP:Iteration 61Q (62892.390000 sec): 3 clusters
  Score: Raw -628086.900041 + Penalty 4133.063576 = -623953.836464
  nChanged 9
		SP:Iteration 62Q (62892.580000 sec): 3 clusters
  Score: Raw -628091.720311 + Penalty 4133.063576 = -623958.656734
  nChanged 9
		SP:Iteration 63Q (62892.760000 sec): 3 clusters
  Score: Raw -628094.563298 + Penalty 4133.063576 = -623961.499722
  nChanged 9
		SP:Iteration 64Q (62892.960000 sec): 3 clusters
  Score: Raw -628097.375520 + Penalty 4133.063576 = -623964.311944
  nChanged 7
		SP:Iteration 65Q (62893.180000 sec): 3 clusters
  Score: Raw -628100.030318 + Penalty 4133.063576 = -623966.966742
  nChanged 8
		SP:Iteration 66Q (62893.350000 sec): 3 clusters
  Score: Raw -628105.284159 + Penalty 4133.063576 = -623972.220583
  nChanged 7
		SP:Iteration 67Q (62893.550000 sec): 3 clusters
  Score: Raw -628110.955775 + Penalty 4133.063576 = -623977.892198
  nChanged 10
		SP:Iteration 68Q (62893.710000 sec): 3 clusters
  Score: Raw -628116.091449 + Penalty 4133.063576 = -623983.027872
  nChanged 9
		SP:Iteration 69Q (62893.930000 sec): 3 clusters
  Score: Raw -628120.470281 + Penalty 4133.063576 = -623987.406704
  nChanged 3
		SP:Iteration 70Q (62894.090000 sec): 3 clusters
  Score: Raw -628121.773303 + Penalty 4133.063576 = -623988.709726
  nChanged 3
		SP:Iteration 71Q (62894.310000 sec): 3 clusters
  Score: Raw -628123.317915 + Penalty 4133.063576 = -623990.254339
  nChanged 1
		SP:Iteration 72Q (62894.570000 sec): 3 clusters
  Score: Raw -628123.803462 + Penalty 4133.063576 = -623990.739885
  nChanged 3
		SP:Iteration 73Q (62894.830000 sec): 3 clusters
  Score: Raw -628125.327167 + Penalty 4133.063576 = -623992.263591
  nChanged 4
		SP:Iteration 74Q (62895.020000 sec): 3 clusters
  Score: Raw -628126.333971 + Penalty 4133.063576 = -623993.270395
  nChanged 1
		SP:Iteration 75Q (62895.260000 sec): 3 clusters
  Score: Raw -628127.246469 + Penalty 4133.063576 = -623994.182893
  nChanged 2
		SP:Iteration 76Q (62895.480000 sec): 3 clusters
  Score: Raw -628128.300271 + Penalty 4133.063576 = -623995.236695
  nChanged 0
		SP:Iteration 77F (62895.710000 sec): 3 clusters
  Score: Raw -628128.300271 + Penalty 4133.063576 = -623995.236695
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (10469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62895.890000 sec): 2 clusters
  Score: Raw -1602531.167256 + Penalty 2295.531100 = -1600235.636156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62896.180000 sec): 3 clusters
  Score: Raw -1596804.549015 + Penalty 4591.062199 = -1592213.486816
  nChanged 4417
		SP:Iteration 1F (62896.440000 sec): 3 clusters
  Score: Raw -1599307.423842 + Penalty 4591.062199 = -1594716.361643
  nChanged 819
		SP:Iteration 2F (62896.680000 sec): 3 clusters
  Score: Raw -1599849.954126 + Penalty 4591.062199 = -1595258.891927
  nChanged 717
		SP:Iteration 3F (62896.930000 sec): 3 clusters
  Score: Raw -1600336.939224 + Penalty 4591.062199 = -1595745.877025
  nChanged 675
		SP:Iteration 4F (62897.230000 sec): 3 clusters
  Score: Raw -1600817.844058 + Penalty 4591.062199 = -1596226.781859
  nChanged 626
		SP:Iteration 5F (62897.460000 sec): 3 clusters
  Score: Raw -1601292.564503 + Penalty 4591.062199 = -1596701.502304
  nChanged 590
		SP:Iteration 6F (62897.730000 sec): 3 clusters
  Score: Raw -1601733.589425 + Penalty 4591.062199 = -1597142.527226
  nChanged 564
		SP:Iteration 7F (62898.020000 sec): 3 clusters
  Score: Raw -1602090.313584 + Penalty 4591.062199 = -1597499.251385
  nChanged 465
		SP:Iteration 8Q (62898.290000 sec): 3 clusters
  Score: Raw -1602348.562696 + Penalty 4591.062199 = -1597757.500497
  nChanged 368
		SP:Iteration 9Q (62898.540000 sec): 3 clusters
  Score: Raw -1602517.649832 + Penalty 4591.062199 = -1597926.587633
  nChanged 277
		SP:Iteration 10Q (62898.830000 sec): 3 clusters
  Score: Raw -1602633.734445 + Penalty 4591.062199 = -1598042.672245
  nChanged 204
		SP:Iteration 11Q (62898.970000 sec): 3 clusters
  Score: Raw -1602705.536158 + Penalty 4591.062199 = -1598114.473959
  nChanged 173
		SP:Iteration 12Q (62899.200000 sec): 3 clusters
  Score: Raw -1602762.490405 + Penalty 4591.062199 = -1598171.428206
  nChanged 124
		SP:Iteration 13Q (62899.440000 sec): 3 clusters
  Score: Raw -1602794.537767 + Penalty 4591.062199 = -1598203.475568
  nChanged 99
		SP:Iteration 14Q (62899.650000 sec): 3 clusters
  Score: Raw -1602819.008208 + Penalty 4591.062199 = -1598227.946009
  nChanged 86
		SP:Iteration 15Q (62899.860000 sec): 3 clusters
  Score: Raw -1602838.277413 + Penalty 4591.062199 = -1598247.215214
  nChanged 78
		SP:Iteration 16Q (62900.060000 sec): 3 clusters
  Score: Raw -1602855.777941 + Penalty 4591.062199 = -1598264.715742
  nChanged 66
		SP:Iteration 17Q (62900.330000 sec): 3 clusters
  Score: Raw -1602871.627880 + Penalty 4591.062199 = -1598280.565681
  nChanged 59
		SP:Iteration 18Q (62900.480000 sec): 3 clusters
  Score: Raw -1602886.995233 + Penalty 4591.062199 = -1598295.933034
  nChanged 57
		SP:Iteration 19Q (62900.660000 sec): 3 clusters
  Score: Raw -1602903.330731 + Penalty 4591.062199 = -1598312.268532
  nChanged 58
		SP:Iteration 20F (62900.900000 sec): 3 clusters
  Score: Raw -1602919.421021 + Penalty 4591.062199 = -1598328.358822
  nChanged 70
		SP:Iteration 21Q (62901.220000 sec): 3 clusters
  Score: Raw -1602938.571869 + Penalty 4591.062199 = -1598347.509670
  nChanged 73
		SP:Iteration 22Q (62901.480000 sec): 3 clusters
  Score: Raw -1602958.526555 + Penalty 4591.062199 = -1598367.464356
  nChanged 73
		SP:Iteration 23Q (62901.770000 sec): 3 clusters
  Score: Raw -1602978.983426 + Penalty 4591.062199 = -1598387.921227
  nChanged 69
		SP:Iteration 24Q (62902.070000 sec): 3 clusters
  Score: Raw -1602997.350183 + Penalty 4591.062199 = -1598406.287984
  nChanged 69
		SP:Iteration 25Q (62902.300000 sec): 3 clusters
  Score: Raw -1603014.578626 + Penalty 4591.062199 = -1598423.516427
  nChanged 70
		SP:Iteration 26Q (62902.530000 sec): 3 clusters
  Score: Raw -1603032.462844 + Penalty 4591.062199 = -1598441.400645
  nChanged 77
		SP:Iteration 27Q (62902.750000 sec): 3 clusters
  Score: Raw -1603050.389603 + Penalty 4591.062199 = -1598459.327404
  nChanged 68
		SP:Iteration 28Q (62902.950000 sec): 3 clusters
  Score: Raw -1603066.610711 + Penalty 4591.062199 = -1598475.548512
  nChanged 50
		SP:Iteration 29Q (62903.210000 sec): 3 clusters
  Score: Raw -1603078.043747 + Penalty 4591.062199 = -1598486.981548
  nChanged 55
		SP:Iteration 30Q (62903.400000 sec): 3 clusters
  Score: Raw -1603089.175432 + Penalty 4591.062199 = -1598498.113233
  nChanged 51
		SP:Iteration 31Q (62903.620000 sec): 3 clusters
  Score: Raw -1603099.300752 + Penalty 4591.062199 = -1598508.238553
  nChanged 35
		SP:Iteration 32Q (62903.840000 sec): 3 clusters
  Score: Raw -1603104.626999 + Penalty 4591.062199 = -1598513.564800
  nChanged 38
		SP:Iteration 33Q (62904.010000 sec): 3 clusters
  Score: Raw -1603111.201654 + Penalty 4591.062199 = -1598520.139455
  nChanged 45
		SP:Iteration 34Q (62904.270000 sec): 3 clusters
  Score: Raw -1603120.725226 + Penalty 4591.062199 = -1598529.663027
  nChanged 51
		SP:Iteration 35Q (62904.490000 sec): 3 clusters
  Score: Raw -1603130.800783 + Penalty 4591.062199 = -1598539.738584
  nChanged 48
		SP:Iteration 36Q (62904.750000 sec): 3 clusters
  Score: Raw -1603140.108529 + Penalty 4591.062199 = -1598549.046330
  nChanged 36
		SP:Iteration 37Q (62904.930000 sec): 3 clusters
  Score: Raw -1603146.700689 + Penalty 4591.062199 = -1598555.638490
  nChanged 34
		SP:Iteration 38Q (62905.180000 sec): 3 clusters
  Score: Raw -1603152.827889 + Penalty 4591.062199 = -1598561.765690
  nChanged 31
		SP:Iteration 39Q (62905.350000 sec): 3 clusters
  Score: Raw -1603159.018950 + Penalty 4591.062199 = -1598567.956751
  nChanged 21
		SP:Iteration 40F (62905.580000 sec): 3 clusters
  Score: Raw -1603163.151448 + Penalty 4591.062199 = -1598572.089249
  nChanged 27
		SP:Iteration 41Q (62905.720000 sec): 3 clusters
  Score: Raw -1603168.052594 + Penalty 4591.062199 = -1598576.990395
  nChanged 24
		SP:Iteration 42Q (62905.970000 sec): 3 clusters
  Score: Raw -1603174.443449 + Penalty 4591.062199 = -1598583.381250
  nChanged 31
		SP:Iteration 43Q (62906.220000 sec): 3 clusters
  Score: Raw -1603180.039618 + Penalty 4591.062199 = -1598588.977419
  nChanged 22
		SP:Iteration 44Q (62906.390000 sec): 3 clusters
  Score: Raw -1603184.356645 + Penalty 4591.062199 = -1598593.294446
  nChanged 23
		SP:Iteration 45Q (62906.560000 sec): 3 clusters
  Score: Raw -1603187.598270 + Penalty 4591.062199 = -1598596.536071
  nChanged 17
		SP:Iteration 46Q (62906.730000 sec): 3 clusters
  Score: Raw -1603190.100831 + Penalty 4591.062199 = -1598599.038632
  nChanged 15
		SP:Iteration 47Q (62906.890000 sec): 3 clusters
  Score: Raw -1603192.915843 + Penalty 4591.062199 = -1598601.853644
  nChanged 19
		SP:Iteration 48Q (62907.190000 sec): 3 clusters
  Score: Raw -1603198.211550 + Penalty 4591.062199 = -1598607.149351
  nChanged 25
		SP:Iteration 49Q (62907.450000 sec): 3 clusters
  Score: Raw -1603203.341802 + Penalty 4591.062199 = -1598612.279603
  nChanged 25
		SP:Iteration 50Q (62907.740000 sec): 3 clusters
  Score: Raw -1603207.811935 + Penalty 4591.062199 = -1598616.749736
  nChanged 25
		SP:Iteration 51Q (62907.940000 sec): 3 clusters
  Score: Raw -1603212.728263 + Penalty 4591.062199 = -1598621.666064
  nChanged 29
		SP:Iteration 52Q (62908.130000 sec): 3 clusters
  Score: Raw -1603218.850091 + Penalty 4591.062199 = -1598627.787892
  nChanged 34
		SP:Iteration 53Q (62908.290000 sec): 3 clusters
  Score: Raw -1603226.507007 + Penalty 4591.062199 = -1598635.444808
  nChanged 36
		SP:Iteration 54Q (62908.450000 sec): 3 clusters
  Score: Raw -1603234.736110 + Penalty 4591.062199 = -1598643.673911
  nChanged 37
		SP:Iteration 55Q (62908.610000 sec): 3 clusters
  Score: Raw -1603241.932557 + Penalty 4591.062199 = -1598650.870358
  nChanged 32
		SP:Iteration 56Q (62908.770000 sec): 3 clusters
  Score: Raw -1603249.060707 + Penalty 4591.062199 = -1598657.998508
  nChanged 34
		SP:Iteration 57Q (62908.930000 sec): 3 clusters
  Score: Raw -1603255.744045 + Penalty 4591.062199 = -1598664.681846
  nChanged 36
		SP:Iteration 58Q (62909.090000 sec): 3 clusters
  Score: Raw -1603260.836242 + Penalty 4591.062199 = -1598669.774043
  nChanged 20
		SP:Iteration 59Q (62909.270000 sec): 3 clusters
  Score: Raw -1603263.475306 + Penalty 4591.062199 = -1598672.413107
  nChanged 22
		SP:Iteration 60F (62909.420000 sec): 3 clusters
  Score: Raw -1603267.139430 + Penalty 4591.062199 = -1598676.077231
  nChanged 28
		SP:Iteration 61Q (62909.580000 sec): 3 clusters
  Score: Raw -1603271.993841 + Penalty 4591.062199 = -1598680.931642
  nChanged 27
		SP:Iteration 62Q (62909.750000 sec): 3 clusters
  Score: Raw -1603276.733087 + Penalty 4591.062199 = -1598685.670888
  nChanged 30
		SP:Iteration 63Q (62909.960000 sec): 3 clusters
  Score: Raw -1603281.187276 + Penalty 4591.062199 = -1598690.125077
  nChanged 23
		SP:Iteration 64Q (62910.160000 sec): 3 clusters
  Score: Raw -1603285.094270 + Penalty 4591.062199 = -1598694.032071
  nChanged 26
		SP:Iteration 65Q (62910.380000 sec): 3 clusters
  Score: Raw -1603290.111166 + Penalty 4591.062199 = -1598699.048967
  nChanged 34
		SP:Iteration 66Q (62910.600000 sec): 3 clusters
  Score: Raw -1603296.323365 + Penalty 4591.062199 = -1598705.261166
  nChanged 26
		SP:Iteration 67Q (62910.880000 sec): 3 clusters
  Score: Raw -1603300.201808 + Penalty 4591.062199 = -1598709.139609
  nChanged 25
		SP:Iteration 68Q (62911.130000 sec): 3 clusters
  Score: Raw -1603304.215606 + Penalty 4591.062199 = -1598713.153407
  nChanged 31
		SP:Iteration 69Q (62911.460000 sec): 3 clusters
  Score: Raw -1603309.576658 + Penalty 4591.062199 = -1598718.514459
  nChanged 32
		SP:Iteration 70Q (62911.680000 sec): 3 clusters
  Score: Raw -1603314.930690 + Penalty 4591.062199 = -1598723.868491
  nChanged 30
		SP:Iteration 71Q (62911.930000 sec): 3 clusters
  Score: Raw -1603320.230304 + Penalty 4591.062199 = -1598729.168105
  nChanged 33
		SP:Iteration 72Q (62912.120000 sec): 3 clusters
  Score: Raw -1603325.674144 + Penalty 4591.062199 = -1598734.611945
  nChanged 24
		SP:Iteration 73Q (62912.350000 sec): 3 clusters
  Score: Raw -1603329.365863 + Penalty 4591.062199 = -1598738.303664
  nChanged 22
		SP:Iteration 74Q (62912.560000 sec): 3 clusters
  Score: Raw -1603332.177345 + Penalty 4591.062199 = -1598741.115146
  nChanged 15
		SP:Iteration 75Q (62912.810000 sec): 3 clusters
  Score: Raw -1603335.407968 + Penalty 4591.062199 = -1598744.345769
  nChanged 16
		SP:Iteration 76Q (62913.100000 sec): 3 clusters
  Score: Raw -1603338.818113 + Penalty 4591.062199 = -1598747.755914
  nChanged 20
		SP:Iteration 77Q (62913.300000 sec): 3 clusters
  Score: Raw -1603342.320248 + Penalty 4591.062199 = -1598751.258049
  nChanged 27
		SP:Iteration 78Q (62913.550000 sec): 3 clusters
  Score: Raw -1603347.492214 + Penalty 4591.062199 = -1598756.430015
  nChanged 26
		SP:Iteration 79Q (62913.810000 sec): 3 clusters
  Score: Raw -1603350.893703 + Penalty 4591.062199 = -1598759.831504
  nChanged 17
		SP:Iteration 80F (62914.130000 sec): 3 clusters
  Score: Raw -1603354.614632 + Penalty 4591.062199 = -1598763.552433
  nChanged 25
		SP:Iteration 81Q (62914.350000 sec): 3 clusters
  Score: Raw -1603358.988850 + Penalty 4591.062199 = -1598767.926651
  nChanged 21
		SP:Iteration 82Q (62914.630000 sec): 3 clusters
  Score: Raw -1603362.314319 + Penalty 4591.062199 = -1598771.252120
  nChanged 21
		SP:Iteration 83Q (62914.930000 sec): 3 clusters
  Score: Raw -1603366.284077 + Penalty 4591.062199 = -1598775.221878
  nChanged 25
		SP:Iteration 84Q (62915.160000 sec): 3 clusters
  Score: Raw -1603371.270881 + Penalty 4591.062199 = -1598780.208682
  nChanged 32
		SP:Iteration 85Q (62915.410000 sec): 3 clusters
  Score: Raw -1603376.609853 + Penalty 4591.062199 = -1598785.547654
  nChanged 32
		SP:Iteration 86Q (62915.690000 sec): 3 clusters
  Score: Raw -1603382.933895 + Penalty 4591.062199 = -1598791.871696
  nChanged 38
		SP:Iteration 87Q (62915.940000 sec): 3 clusters
  Score: Raw -1603390.738872 + Penalty 4591.062199 = -1598799.676673
  nChanged 26
		SP:Iteration 88Q (62916.200000 sec): 3 clusters
  Score: Raw -1603395.616654 + Penalty 4591.062199 = -1598804.554455
  nChanged 30
		SP:Iteration 89Q (62916.410000 sec): 3 clusters
  Score: Raw -1603400.703994 + Penalty 4591.062199 = -1598809.641795
  nChanged 36
		SP:Iteration 90Q (62916.610000 sec): 3 clusters
  Score: Raw -1603408.267372 + Penalty 4591.062199 = -1598817.205173
  nChanged 46
		SP:Iteration 91Q (62916.870000 sec): 3 clusters
  Score: Raw -1603417.783710 + Penalty 4591.062199 = -1598826.721511
  nChanged 36
		SP:Iteration 92Q (62917.160000 sec): 3 clusters
  Score: Raw -1603424.890400 + Penalty 4591.062199 = -1598833.828201
  nChanged 31
		SP:Iteration 93Q (62917.410000 sec): 3 clusters
  Score: Raw -1603431.723939 + Penalty 4591.062199 = -1598840.661740
  nChanged 37
		SP:Iteration 94Q (62917.650000 sec): 3 clusters
  Score: Raw -1603439.134909 + Penalty 4591.062199 = -1598848.072710
  nChanged 25
		SP:Iteration 95Q (62917.850000 sec): 3 clusters
  Score: Raw -1603443.270458 + Penalty 4591.062199 = -1598852.208259
  nChanged 20
		SP:Iteration 96Q (62918.050000 sec): 3 clusters
  Score: Raw -1603446.616918 + Penalty 4591.062199 = -1598855.554719
  nChanged 34
		SP:Iteration 97Q (62918.280000 sec): 3 clusters
  Score: Raw -1603453.631589 + Penalty 4591.062199 = -1598862.569390
  nChanged 33
		SP:Iteration 98Q (62918.450000 sec): 3 clusters
  Score: Raw -1603461.574178 + Penalty 4591.062199 = -1598870.511979
  nChanged 38
		SP:Iteration 99Q (62918.730000 sec): 3 clusters
  Score: Raw -1603469.841997 + Penalty 4591.062199 = -1598878.779798
  nChanged 31
		SP:Iteration 100F (62918.910000 sec): 3 clusters
  Score: Raw -1603477.130257 + Penalty 4591.062199 = -1598886.068058
  nChanged 30
		SP:Iteration 101Q (62919.250000 sec): 3 clusters
  Score: Raw -1603483.517892 + Penalty 4591.062199 = -1598892.455693
  nChanged 23
		SP:Iteration 102Q (62919.520000 sec): 3 clusters
  Score: Raw -1603488.511879 + Penalty 4591.062199 = -1598897.449680
  nChanged 24
		SP:Iteration 103Q (62919.780000 sec): 3 clusters
  Score: Raw -1603493.417426 + Penalty 4591.062199 = -1598902.355227
  nChanged 20
		SP:Iteration 104Q (62920.090000 sec): 3 clusters
  Score: Raw -1603496.744963 + Penalty 4591.062199 = -1598905.682764
  nChanged 12
		SP:Iteration 105Q (62920.400000 sec): 3 clusters
  Score: Raw -1603499.234843 + Penalty 4591.062199 = -1598908.172644
  nChanged 16
		SP:Iteration 106Q (62920.630000 sec): 3 clusters
  Score: Raw -1603502.728134 + Penalty 4591.062199 = -1598911.665935
  nChanged 22
		SP:Iteration 107Q (62920.830000 sec): 3 clusters
  Score: Raw -1603507.483718 + Penalty 4591.062199 = -1598916.421519
  nChanged 22
		SP:Iteration 108Q (62921.000000 sec): 3 clusters
  Score: Raw -1603512.591411 + Penalty 4591.062199 = -1598921.529212
  nChanged 23
		SP:Iteration 109Q (62921.260000 sec): 3 clusters
  Score: Raw -1603516.890151 + Penalty 4591.062199 = -1598925.827952
  nChanged 20
		SP:Iteration 110Q (62921.570000 sec): 3 clusters
  Score: Raw -1603520.628183 + Penalty 4591.062199 = -1598929.565984
  nChanged 21
		SP:Iteration 111Q (62921.740000 sec): 3 clusters
  Score: Raw -1603523.855987 + Penalty 4591.062199 = -1598932.793788
  nChanged 19
		SP:Iteration 112Q (62922.010000 sec): 3 clusters
  Score: Raw -1603527.866668 + Penalty 4591.062199 = -1598936.804469
  nChanged 15
		SP:Iteration 113Q (62922.170000 sec): 3 clusters
  Score: Raw -1603531.828796 + Penalty 4591.062199 = -1598940.766597
  nChanged 24
		SP:Iteration 114Q (62922.350000 sec): 3 clusters
  Score: Raw -1603537.472399 + Penalty 4591.062199 = -1598946.410200
  nChanged 20
		SP:Iteration 115Q (62922.600000 sec): 3 clusters
  Score: Raw -1603542.782908 + Penalty 4591.062199 = -1598951.720709
  nChanged 24
		SP:Iteration 116Q (62922.770000 sec): 3 clusters
  Score: Raw -1603549.400281 + Penalty 4591.062199 = -1598958.338082
  nChanged 24
		SP:Iteration 117Q (62923.000000 sec): 3 clusters
  Score: Raw -1603554.898346 + Penalty 4591.062199 = -1598963.836147
  nChanged 25
		SP:Iteration 118Q (62923.220000 sec): 3 clusters
  Score: Raw -1603560.084709 + Penalty 4591.062199 = -1598969.022510
  nChanged 20
		SP:Iteration 119Q (62923.450000 sec): 3 clusters
  Score: Raw -1603563.874938 + Penalty 4591.062199 = -1598972.812739
  nChanged 12
		SP:Iteration 120F (62923.680000 sec): 3 clusters
  Score: Raw -1603567.008692 + Penalty 4591.062199 = -1598975.946493
  nChanged 12
		SP:Iteration 121Q (62923.890000 sec): 3 clusters
  Score: Raw -1603569.501569 + Penalty 4591.062199 = -1598978.439370
  nChanged 18
		SP:Iteration 122Q (62924.110000 sec): 3 clusters
  Score: Raw -1603574.172608 + Penalty 4591.062199 = -1598983.110409
  nChanged 19
		SP:Iteration 123Q (62924.360000 sec): 3 clusters
  Score: Raw -1603578.483168 + Penalty 4591.062199 = -1598987.420969
  nChanged 19
		SP:Iteration 124Q (62924.570000 sec): 3 clusters
  Score: Raw -1603581.549014 + Penalty 4591.062199 = -1598990.486815
  nChanged 8
		SP:Iteration 125Q (62924.890000 sec): 3 clusters
  Score: Raw -1603583.697571 + Penalty 4591.062199 = -1598992.635372
  nChanged 11
		SP:Iteration 126Q (62925.100000 sec): 3 clusters
  Score: Raw -1603586.070248 + Penalty 4591.062199 = -1598995.008049
  nChanged 17
		SP:Iteration 127Q (62925.290000 sec): 3 clusters
  Score: Raw -1603588.752006 + Penalty 4591.062199 = -1598997.689807
  nChanged 14
		SP:Iteration 128Q (62925.550000 sec): 3 clusters
  Score: Raw -1603590.667767 + Penalty 4591.062199 = -1598999.605568
  nChanged 13
		SP:Iteration 129Q (62925.810000 sec): 3 clusters
  Score: Raw -1603592.765153 + Penalty 4591.062199 = -1599001.702954
  nChanged 10
		SP:Iteration 130Q (62926.050000 sec): 3 clusters
  Score: Raw -1603593.908750 + Penalty 4591.062199 = -1599002.846551
  nChanged 7
		SP:Iteration 131Q (62926.340000 sec): 3 clusters
  Score: Raw -1603595.472050 + Penalty 4591.062199 = -1599004.409851
  nChanged 11
		SP:Iteration 132Q (62926.530000 sec): 3 clusters
  Score: Raw -1603597.376663 + Penalty 4591.062199 = -1599006.314464
  nChanged 5
		SP:Iteration 133Q (62926.770000 sec): 3 clusters
  Score: Raw -1603598.005769 + Penalty 4591.062199 = -1599006.943570
  nChanged 3
		SP:Iteration 134Q (62926.960000 sec): 3 clusters
  Score: Raw -1603598.427112 + Penalty 4591.062199 = -1599007.364913
  nChanged 3
		SP:Iteration 135Q (62927.210000 sec): 3 clusters
  Score: Raw -1603598.802770 + Penalty 4591.062199 = -1599007.740571
  nChanged 3
		SP:Iteration 136Q (62927.470000 sec): 3 clusters
  Score: Raw -1603599.082218 + Penalty 4591.062199 = -1599008.020019
  nChanged 1
		SP:Iteration 137Q (62927.640000 sec): 3 clusters
  Score: Raw -1603599.190243 + Penalty 4591.062199 = -1599008.128044
  nChanged 2
		SP:Iteration 138Q (62927.910000 sec): 3 clusters
  Score: Raw -1603599.396400 + Penalty 4591.062199 = -1599008.334201
  nChanged 0
		SP:Iteration 139F (62928.180000 sec): 3 clusters
  Score: Raw -1603599.396400 + Penalty 4591.062199 = -1599008.334201
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (8488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62928.350000 sec): 2 clusters
  Score: Raw -1294834.010938 + Penalty 2243.509353 = -1292590.501585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62928.540000 sec): 3 clusters
  Score: Raw -1290329.846469 + Penalty 4487.018705 = -1285842.827763
  nChanged 3510
		SP:Iteration 1F (62928.770000 sec): 3 clusters
  Score: Raw -1292290.036186 + Penalty 4487.018705 = -1287803.017481
  nChanged 666
		SP:Iteration 2F (62928.980000 sec): 3 clusters
  Score: Raw -1292718.294195 + Penalty 4487.018705 = -1288231.275490
  nChanged 554
		SP:Iteration 3F (62929.190000 sec): 3 clusters
  Score: Raw -1293049.374986 + Penalty 4487.018705 = -1288562.356280
  nChanged 430
		SP:Iteration 4F (62929.390000 sec): 3 clusters
  Score: Raw -1293325.152876 + Penalty 4487.018705 = -1288838.134171
  nChanged 424
		SP:Iteration 5Q (62929.670000 sec): 3 clusters
  Score: Raw -1293604.544066 + Penalty 4487.018705 = -1289117.525361
  nChanged 416
		SP:Iteration 6Q (62929.910000 sec): 3 clusters
  Score: Raw -1293866.130851 + Penalty 4487.018705 = -1289379.112145
  nChanged 372
		SP:Iteration 7Q (62930.190000 sec): 3 clusters
  Score: Raw -1294107.318247 + Penalty 4487.018705 = -1289620.299542
  nChanged 330
		SP:Iteration 8Q (62930.460000 sec): 3 clusters
  Score: Raw -1294299.359214 + Penalty 4487.018705 = -1289812.340509
  nChanged 275
		SP:Iteration 9Q (62930.660000 sec): 3 clusters
  Score: Raw -1294445.257518 + Penalty 4487.018705 = -1289958.238813
  nChanged 235
		SP:Iteration 10Q (62930.840000 sec): 3 clusters
  Score: Raw -1294586.237153 + Penalty 4487.018705 = -1290099.218447
  nChanged 224
		SP:Iteration 11Q (62931.110000 sec): 3 clusters
  Score: Raw -1294709.630181 + Penalty 4487.018705 = -1290222.611475
  nChanged 179
		SP:Iteration 12Q (62931.370000 sec): 3 clusters
  Score: Raw -1294806.315020 + Penalty 4487.018705 = -1290319.296315
  nChanged 165
		SP:Iteration 13Q (62931.590000 sec): 3 clusters
  Score: Raw -1294894.645637 + Penalty 4487.018705 = -1290407.626931
  nChanged 137
		SP:Iteration 14Q (62931.810000 sec): 3 clusters
  Score: Raw -1294964.780139 + Penalty 4487.018705 = -1290477.761433
  nChanged 116
		SP:Iteration 15Q (62932.010000 sec): 3 clusters
  Score: Raw -1295024.424666 + Penalty 4487.018705 = -1290537.405961
  nChanged 113
		SP:Iteration 16Q (62932.210000 sec): 3 clusters
  Score: Raw -1295073.240453 + Penalty 4487.018705 = -1290586.221748
  nChanged 86
		SP:Iteration 17Q (62932.410000 sec): 3 clusters
  Score: Raw -1295109.926985 + Penalty 4487.018705 = -1290622.908280
  nChanged 84
		SP:Iteration 18Q (62932.600000 sec): 3 clusters
  Score: Raw -1295152.920303 + Penalty 4487.018705 = -1290665.901598
  nChanged 78
		SP:Iteration 19Q (62932.890000 sec): 3 clusters
  Score: Raw -1295193.440077 + Penalty 4487.018705 = -1290706.421372
  nChanged 68
		SP:Iteration 20F (62933.160000 sec): 3 clusters
  Score: Raw -1295221.606712 + Penalty 4487.018705 = -1290734.588006
  nChanged 64
		SP:Iteration 21Q (62933.400000 sec): 3 clusters
  Score: Raw -1295248.633076 + Penalty 4487.018705 = -1290761.614370
  nChanged 54
		SP:Iteration 22Q (62933.630000 sec): 3 clusters
  Score: Raw -1295270.089947 + Penalty 4487.018705 = -1290783.071241
  nChanged 36
		SP:Iteration 23Q (62933.870000 sec): 3 clusters
  Score: Raw -1295285.487922 + Penalty 4487.018705 = -1290798.469216
  nChanged 23
		SP:Iteration 24Q (62934.130000 sec): 3 clusters
  Score: Raw -1295294.794709 + Penalty 4487.018705 = -1290807.776004
  nChanged 27
		SP:Iteration 25Q (62934.400000 sec): 3 clusters
  Score: Raw -1295303.971834 + Penalty 4487.018705 = -1290816.953129
  nChanged 27
		SP:Iteration 26Q (62934.630000 sec): 3 clusters
  Score: Raw -1295314.487631 + Penalty 4487.018705 = -1290827.468925
  nChanged 30
		SP:Iteration 27Q (62934.830000 sec): 3 clusters
  Score: Raw -1295328.635281 + Penalty 4487.018705 = -1290841.616576
  nChanged 28
		SP:Iteration 28Q (62935.050000 sec): 3 clusters
  Score: Raw -1295338.941567 + Penalty 4487.018705 = -1290851.922862
  nChanged 23
		SP:Iteration 29Q (62935.370000 sec): 3 clusters
  Score: Raw -1295347.067687 + Penalty 4487.018705 = -1290860.048982
  nChanged 17
		SP:Iteration 30Q (62935.550000 sec): 3 clusters
  Score: Raw -1295353.681785 + Penalty 4487.018705 = -1290866.663080
  nChanged 16
		SP:Iteration 31Q (62935.770000 sec): 3 clusters
  Score: Raw -1295359.629255 + Penalty 4487.018705 = -1290872.610549
  nChanged 11
		SP:Iteration 32Q (62936.010000 sec): 3 clusters
  Score: Raw -1295364.622463 + Penalty 4487.018705 = -1290877.603758
  nChanged 11
		SP:Iteration 33Q (62936.210000 sec): 3 clusters
  Score: Raw -1295367.970387 + Penalty 4487.018705 = -1290880.951681
  nChanged 6
		SP:Iteration 34Q (62936.420000 sec): 3 clusters
  Score: Raw -1295370.143144 + Penalty 4487.018705 = -1290883.124438
  nChanged 8
		SP:Iteration 35Q (62936.670000 sec): 3 clusters
  Score: Raw -1295372.561177 + Penalty 4487.018705 = -1290885.542471
  nChanged 6
		SP:Iteration 36Q (62936.860000 sec): 3 clusters
  Score: Raw -1295374.422641 + Penalty 4487.018705 = -1290887.403935
  nChanged 3
		SP:Iteration 37Q (62937.090000 sec): 3 clusters
  Score: Raw -1295375.488195 + Penalty 4487.018705 = -1290888.469489
  nChanged 3
		SP:Iteration 38Q (62937.330000 sec): 3 clusters
  Score: Raw -1295376.036000 + Penalty 4487.018705 = -1290889.017295
  nChanged 2
		SP:Iteration 39Q (62937.510000 sec): 3 clusters
  Score: Raw -1295376.443309 + Penalty 4487.018705 = -1290889.424604
  nChanged 2
		SP:Iteration 40F (62937.720000 sec): 3 clusters
  Score: Raw -1295378.045424 + Penalty 4487.018705 = -1290891.026718
  nChanged 3
		SP:Iteration 41Q (62937.900000 sec): 3 clusters
  Score: Raw -1295379.047286 + Penalty 4487.018705 = -1290892.028580
  nChanged 1
		SP:Iteration 42Q (62938.110000 sec): 3 clusters
  Score: Raw -1295379.585650 + Penalty 4487.018705 = -1290892.566944
  nChanged 4
		SP:Iteration 43Q (62938.330000 sec): 3 clusters
  Score: Raw -1295380.899299 + Penalty 4487.018705 = -1290893.880593
  nChanged 6
		SP:Iteration 44Q (62938.630000 sec): 3 clusters
  Score: Raw -1295382.397872 + Penalty 4487.018705 = -1290895.379167
  nChanged 3
		SP:Iteration 45Q (62938.830000 sec): 3 clusters
  Score: Raw -1295383.416692 + Penalty 4487.018705 = -1290896.397986
  nChanged 5
		SP:Iteration 46Q (62939.020000 sec): 3 clusters
  Score: Raw -1295384.493746 + Penalty 4487.018705 = -1290897.475040
  nChanged 3
		SP:Iteration 47Q (62939.250000 sec): 3 clusters
  Score: Raw -1295385.648398 + Penalty 4487.018705 = -1290898.629693
  nChanged 4
		SP:Iteration 48Q (62939.450000 sec): 3 clusters
  Score: Raw -1295386.686361 + Penalty 4487.018705 = -1290899.667655
  nChanged 5
		SP:Iteration 49Q (62939.670000 sec): 3 clusters
  Score: Raw -1295388.450103 + Penalty 4487.018705 = -1290901.431397
  nChanged 5
		SP:Iteration 50Q (62939.890000 sec): 3 clusters
  Score: Raw -1295389.623126 + Penalty 4487.018705 = -1290902.604421
  nChanged 5
		SP:Iteration 51Q (62940.100000 sec): 3 clusters
  Score: Raw -1295391.371031 + Penalty 4487.018705 = -1290904.352326
  nChanged 3
		SP:Iteration 52Q (62940.320000 sec): 3 clusters
  Score: Raw -1295391.994614 + Penalty 4487.018705 = -1290904.975908
  nChanged 2
		SP:Iteration 53Q (62940.530000 sec): 3 clusters
  Score: Raw -1295392.660692 + Penalty 4487.018705 = -1290905.641987
  nChanged 5
		SP:Iteration 54Q (62940.790000 sec): 3 clusters
  Score: Raw -1295394.218868 + Penalty 4487.018705 = -1290907.200163
  nChanged 6
		SP:Iteration 55Q (62941.100000 sec): 3 clusters
  Score: Raw -1295396.416084 + Penalty 4487.018705 = -1290909.397378
  nChanged 4
		SP:Iteration 56Q (62941.320000 sec): 3 clusters
  Score: Raw -1295397.835169 + Penalty 4487.018705 = -1290910.816463
  nChanged 6
		SP:Iteration 57Q (62941.580000 sec): 3 clusters
  Score: Raw -1295399.361025 + Penalty 4487.018705 = -1290912.342320
  nChanged 2
		SP:Iteration 58Q (62941.890000 sec): 3 clusters
  Score: Raw -1295399.789815 + Penalty 4487.018705 = -1290912.771109
  nChanged 1
		SP:Iteration 59Q (62942.130000 sec): 3 clusters
  Score: Raw -1295400.194723 + Penalty 4487.018705 = -1290913.176017
  nChanged 1
		SP:Iteration 60F (62942.380000 sec): 3 clusters
  Score: Raw -1295400.351934 + Penalty 4487.018705 = -1290913.333229
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (27486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62942.660000 sec): 2 clusters
  Score: Raw -4309417.644198 + Penalty 2534.915152 = -4306882.729047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62943.030000 sec): 3 clusters
  Score: Raw -4293213.928605 + Penalty 5069.830303 = -4288144.098302
  nChanged 12201
		SP:Iteration 1F (62943.430000 sec): 3 clusters
  Score: Raw -4299969.638725 + Penalty 5069.830303 = -4294899.808421
  nChanged 1519
		SP:Iteration 2F (62943.830000 sec): 3 clusters
  Score: Raw -4300565.738911 + Penalty 5069.830303 = -4295495.908608
  nChanged 1389
		SP:Iteration 3F (62944.200000 sec): 3 clusters
  Score: Raw -4301118.870117 + Penalty 5069.830303 = -4296049.039814
  nChanged 1369
		SP:Iteration 4Q (62944.580000 sec): 3 clusters
  Score: Raw -4301735.693687 + Penalty 5069.830303 = -4296665.863384
  nChanged 1450
		SP:Iteration 5F (62944.890000 sec): 3 clusters
  Score: Raw -4302548.406457 + Penalty 5069.830303 = -4297478.576153
  nChanged 1668
		SP:Iteration 6F (62945.290000 sec): 3 clusters
  Score: Raw -4303656.148667 + Penalty 5069.830303 = -4298586.318364
  nChanged 1747
		SP:Iteration 7F (62945.600000 sec): 3 clusters
  Score: Raw -4305003.226916 + Penalty 5069.830303 = -4299933.396612
  nChanged 1754
		SP:Iteration 8F (62945.970000 sec): 3 clusters
  Score: Raw -4306492.131229 + Penalty 5069.830303 = -4301422.300926
  nChanged 1483
		SP:Iteration 9F (62946.370000 sec): 3 clusters
  Score: Raw -4307841.635083 + Penalty 5069.830303 = -4302771.804779
  nChanged 1025
		SP:Iteration 10Q (62946.760000 sec): 3 clusters
  Score: Raw -4308759.001467 + Penalty 5069.830303 = -4303689.171164
  nChanged 636
		SP:Iteration 11Q (62947.100000 sec): 3 clusters
  Score: Raw -4309273.783420 + Penalty 5069.830303 = -4304203.953117
  nChanged 364
		SP:Iteration 12Q (62947.420000 sec): 3 clusters
  Score: Raw -4309549.806469 + Penalty 5069.830303 = -4304479.976166
  nChanged 188
		SP:Iteration 13Q (62947.790000 sec): 3 clusters
  Score: Raw -4309676.740690 + Penalty 5069.830303 = -4304606.910387
  nChanged 102
		SP:Iteration 14Q (62948.080000 sec): 3 clusters
  Score: Raw -4309742.624070 + Penalty 5069.830303 = -4304672.793767
  nChanged 71
		SP:Iteration 15Q (62948.460000 sec): 3 clusters
  Score: Raw -4309800.078610 + Penalty 5069.830303 = -4304730.248307
  nChanged 64
		SP:Iteration 16Q (62948.780000 sec): 3 clusters
  Score: Raw -4309850.225069 + Penalty 5069.830303 = -4304780.394766
  nChanged 45
		SP:Iteration 17Q (62949.150000 sec): 3 clusters
  Score: Raw -4309877.120183 + Penalty 5069.830303 = -4304807.289880
  nChanged 26
		SP:Iteration 18Q (62949.490000 sec): 3 clusters
  Score: Raw -4309890.507837 + Penalty 5069.830303 = -4304820.677534
  nChanged 13
		SP:Iteration 19Q (62949.830000 sec): 3 clusters
  Score: Raw -4309898.832463 + Penalty 5069.830303 = -4304829.002160
  nChanged 15
		SP:Iteration 20F (62950.160000 sec): 3 clusters
  Score: Raw -4309911.787695 + Penalty 5069.830303 = -4304841.957392
  nChanged 18
		SP:Iteration 21Q (62950.530000 sec): 3 clusters
  Score: Raw -4309924.851140 + Penalty 5069.830303 = -4304855.020837
  nChanged 15
		SP:Iteration 22Q (62950.890000 sec): 3 clusters
  Score: Raw -4309935.201727 + Penalty 5069.830303 = -4304865.371424
  nChanged 9
		SP:Iteration 23Q (62951.260000 sec): 3 clusters
  Score: Raw -4309941.915571 + Penalty 5069.830303 = -4304872.085268
  nChanged 14
		SP:Iteration 24Q (62951.640000 sec): 3 clusters
  Score: Raw -4309951.278481 + Penalty 5069.830303 = -4304881.448178
  nChanged 13
		SP:Iteration 25Q (62951.960000 sec): 3 clusters
  Score: Raw -4309958.544901 + Penalty 5069.830303 = -4304888.714598
  nChanged 6
		SP:Iteration 26Q (62952.300000 sec): 3 clusters
  Score: Raw -4309961.635049 + Penalty 5069.830303 = -4304891.804745
  nChanged 6
		SP:Iteration 27Q (62952.670000 sec): 3 clusters
  Score: Raw -4309964.502675 + Penalty 5069.830303 = -4304894.672372
  nChanged 6
		SP:Iteration 28Q (62953.020000 sec): 3 clusters
  Score: Raw -4309968.413251 + Penalty 5069.830303 = -4304898.582948
  nChanged 4
		SP:Iteration 29Q (62953.400000 sec): 3 clusters
  Score: Raw -4309970.614819 + Penalty 5069.830303 = -4304900.784516
  nChanged 5
		SP:Iteration 30Q (62953.810000 sec): 3 clusters
  Score: Raw -4309972.863611 + Penalty 5069.830303 = -4304903.033307
  nChanged 3
		SP:Iteration 31Q (62954.240000 sec): 3 clusters
  Score: Raw -4309974.466160 + Penalty 5069.830303 = -4304904.635857
  nChanged 1
		SP:Iteration 32Q (62954.620000 sec): 3 clusters
  Score: Raw -4309974.997839 + Penalty 5069.830303 = -4304905.167536
  nChanged 1
		SP:Iteration 33Q (62954.990000 sec): 3 clusters
  Score: Raw -4309975.465376 + Penalty 5069.830303 = -4304905.635072
  nChanged 0
		SP:Iteration 34F (62955.410000 sec): 3 clusters
  Score: Raw -4309975.465376 + Penalty 5069.830303 = -4304905.635072
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (21967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62955.650000 sec): 2 clusters
  Score: Raw -3501340.016219 + Penalty 2479.329558 = -3498860.686661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62956.020000 sec): 3 clusters
  Score: Raw -3488470.337066 + Penalty 4958.659117 = -3483511.677949
  nChanged 9704
		SP:Iteration 1F (62956.350000 sec): 3 clusters
  Score: Raw -3493724.109640 + Penalty 4958.659117 = -3488765.450523
  nChanged 1215
		SP:Iteration 2F (62956.670000 sec): 3 clusters
  Score: Raw -3494215.774168 + Penalty 4958.659117 = -3489257.115051
  nChanged 1146
		SP:Iteration 3F (62956.980000 sec): 3 clusters
  Score: Raw -3494771.397890 + Penalty 4958.659117 = -3489812.738773
  nChanged 1300
		SP:Iteration 4F (62957.310000 sec): 3 clusters
  Score: Raw -3495534.567211 + Penalty 4958.659117 = -3490575.908094
  nChanged 1409
		SP:Iteration 5F (62957.620000 sec): 3 clusters
  Score: Raw -3496463.346872 + Penalty 4958.659117 = -3491504.687755
  nChanged 1480
		SP:Iteration 6F (62958.040000 sec): 3 clusters
  Score: Raw -3497555.426388 + Penalty 4958.659117 = -3492596.767272
  nChanged 1385
		SP:Iteration 7F (62958.320000 sec): 3 clusters
  Score: Raw -3498684.966500 + Penalty 4958.659117 = -3493726.307383
  nChanged 1153
		SP:Iteration 8F (62958.690000 sec): 3 clusters
  Score: Raw -3499683.384019 + Penalty 4958.659117 = -3494724.724902
  nChanged 838
		SP:Iteration 9Q (62959.000000 sec): 3 clusters
  Score: Raw -3500418.838638 + Penalty 4958.659117 = -3495460.179521
  nChanged 582
		SP:Iteration 10Q (62959.320000 sec): 3 clusters
  Score: Raw -3500941.925631 + Penalty 4958.659117 = -3495983.266514
  nChanged 319
		SP:Iteration 11Q (62959.630000 sec): 3 clusters
  Score: Raw -3501220.251487 + Penalty 4958.659117 = -3496261.592370
  nChanged 186
		SP:Iteration 12Q (62959.940000 sec): 3 clusters
  Score: Raw -3501407.844697 + Penalty 4958.659117 = -3496449.185580
  nChanged 123
		SP:Iteration 13Q (62960.300000 sec): 3 clusters
  Score: Raw -3501534.783473 + Penalty 4958.659117 = -3496576.124356
  nChanged 91
		SP:Iteration 14Q (62960.600000 sec): 3 clusters
  Score: Raw -3501630.584299 + Penalty 4958.659117 = -3496671.925182
  nChanged 82
		SP:Iteration 15Q (62960.920000 sec): 3 clusters
  Score: Raw -3501698.255993 + Penalty 4958.659117 = -3496739.596876
  nChanged 48
		SP:Iteration 16Q (62961.200000 sec): 3 clusters
  Score: Raw -3501740.699481 + Penalty 4958.659117 = -3496782.040364
  nChanged 30
		SP:Iteration 17Q (62961.530000 sec): 3 clusters
  Score: Raw -3501771.484418 + Penalty 4958.659117 = -3496812.825301
  nChanged 37
		SP:Iteration 18Q (62961.810000 sec): 3 clusters
  Score: Raw -3501811.077199 + Penalty 4958.659117 = -3496852.418083
  nChanged 30
		SP:Iteration 19Q (62962.180000 sec): 3 clusters
  Score: Raw -3501836.967140 + Penalty 4958.659117 = -3496878.308023
  nChanged 21
		SP:Iteration 20F (62962.520000 sec): 3 clusters
  Score: Raw -3501864.319367 + Penalty 4958.659117 = -3496905.660250
  nChanged 14
		SP:Iteration 21Q (62962.850000 sec): 3 clusters
  Score: Raw -3501875.884804 + Penalty 4958.659117 = -3496917.225687
  nChanged 10
		SP:Iteration 22Q (62963.140000 sec): 3 clusters
  Score: Raw -3501884.627547 + Penalty 4958.659117 = -3496925.968430
  nChanged 7
		SP:Iteration 23Q (62963.430000 sec): 3 clusters
  Score: Raw -3501888.767663 + Penalty 4958.659117 = -3496930.108546
  nChanged 5
		SP:Iteration 24Q (62963.820000 sec): 3 clusters
  Score: Raw -3501892.860857 + Penalty 4958.659117 = -3496934.201740
  nChanged 8
		SP:Iteration 25Q (62964.040000 sec): 3 clusters
  Score: Raw -3501899.414802 + Penalty 4958.659117 = -3496940.755686
  nChanged 6
		SP:Iteration 26Q (62964.280000 sec): 3 clusters
  Score: Raw -3501906.666462 + Penalty 4958.659117 = -3496948.007345
  nChanged 9
		SP:Iteration 27Q (62964.690000 sec): 3 clusters
  Score: Raw -3501913.278773 + Penalty 4958.659117 = -3496954.619656
  nChanged 8
		SP:Iteration 28Q (62965.070000 sec): 3 clusters
  Score: Raw -3501922.981503 + Penalty 4958.659117 = -3496964.322386
  nChanged 8
		SP:Iteration 29Q (62965.330000 sec): 3 clusters
  Score: Raw -3501929.252403 + Penalty 4958.659117 = -3496970.593286
  nChanged 6
		SP:Iteration 30Q (62965.660000 sec): 3 clusters
  Score: Raw -3501933.677507 + Penalty 4958.659117 = -3496975.018390
  nChanged 11
		SP:Iteration 31Q (62965.980000 sec): 3 clusters
  Score: Raw -3501942.508295 + Penalty 4958.659117 = -3496983.849178
  nChanged 6
		SP:Iteration 32Q (62966.300000 sec): 3 clusters
  Score: Raw -3501946.956221 + Penalty 4958.659117 = -3496988.297105
  nChanged 8
		SP:Iteration 33Q (62966.620000 sec): 3 clusters
  Score: Raw -3501951.945111 + Penalty 4958.659117 = -3496993.285994
  nChanged 4
		SP:Iteration 34Q (62966.940000 sec): 3 clusters
  Score: Raw -3501956.066442 + Penalty 4958.659117 = -3496997.407325
  nChanged 6
		SP:Iteration 35Q (62967.260000 sec): 3 clusters
  Score: Raw -3501961.239908 + Penalty 4958.659117 = -3497002.580792
  nChanged 6
		SP:Iteration 36Q (62967.580000 sec): 3 clusters
  Score: Raw -3501965.519782 + Penalty 4958.659117 = -3497006.860666
  nChanged 5
		SP:Iteration 37Q (62967.900000 sec): 3 clusters
  Score: Raw -3501969.574107 + Penalty 4958.659117 = -3497010.914991
  nChanged 5
		SP:Iteration 38Q (62968.220000 sec): 3 clusters
  Score: Raw -3501973.151333 + Penalty 4958.659117 = -3497014.492216
  nChanged 4
		SP:Iteration 39Q (62968.540000 sec): 3 clusters
  Score: Raw -3501977.369992 + Penalty 4958.659117 = -3497018.710875
  nChanged 5
		SP:Iteration 40F (62968.860000 sec): 3 clusters
  Score: Raw -3501981.934580 + Penalty 4958.659117 = -3497023.275464
  nChanged 6
		SP:Iteration 41Q (62969.190000 sec): 3 clusters
  Score: Raw -3501986.147162 + Penalty 4958.659117 = -3497027.488045
  nChanged 2
		SP:Iteration 42Q (62969.470000 sec): 3 clusters
  Score: Raw -3501987.072790 + Penalty 4958.659117 = -3497028.413673
  nChanged 0
		SP:Iteration 43F (62969.840000 sec): 3 clusters
  Score: Raw -3501987.072790 + Penalty 4958.659117 = -3497028.413673
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (6792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62969.970000 sec): 2 clusters
  Score: Raw -1086793.304098 + Penalty 2188.228181 = -1084605.075918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62970.160000 sec): 3 clusters
  Score: Raw -1083377.360329 + Penalty 4376.456361 = -1079000.903968
  nChanged 2711
		SP:Iteration 1F (62970.350000 sec): 3 clusters
  Score: Raw -1084937.549650 + Penalty 4376.456361 = -1080561.093289
  nChanged 537
		SP:Iteration 2F (62970.530000 sec): 3 clusters
  Score: Raw -1085325.421169 + Penalty 4376.456361 = -1080948.964808
  nChanged 450
		SP:Iteration 3F (62970.710000 sec): 3 clusters
  Score: Raw -1085697.675391 + Penalty 4376.456361 = -1081321.219030
  nChanged 451
		SP:Iteration 4F (62970.900000 sec): 3 clusters
  Score: Raw -1086128.197423 + Penalty 4376.456361 = -1081751.741062
  nChanged 473
		SP:Iteration 5F (62971.120000 sec): 3 clusters
  Score: Raw -1086606.220373 + Penalty 4376.456361 = -1082229.764012
  nChanged 470
		SP:Iteration 6F (62971.310000 sec): 3 clusters
  Score: Raw -1087087.684009 + Penalty 4376.456361 = -1082711.227648
  nChanged 406
		SP:Iteration 7F (62971.490000 sec): 3 clusters
  Score: Raw -1087423.060167 + Penalty 4376.456361 = -1083046.603806
  nChanged 292
		SP:Iteration 8Q (62971.690000 sec): 3 clusters
  Score: Raw -1087630.000341 + Penalty 4376.456361 = -1083253.543980
  nChanged 208
		SP:Iteration 9Q (62971.870000 sec): 3 clusters
  Score: Raw -1087755.725676 + Penalty 4376.456361 = -1083379.269315
  nChanged 153
		SP:Iteration 10Q (62972.050000 sec): 3 clusters
  Score: Raw -1087821.020065 + Penalty 4376.456361 = -1083444.563704
  nChanged 96
		SP:Iteration 11Q (62972.240000 sec): 3 clusters
  Score: Raw -1087863.249077 + Penalty 4376.456361 = -1083486.792716
  nChanged 71
		SP:Iteration 12Q (62972.430000 sec): 3 clusters
  Score: Raw -1087891.893934 + Penalty 4376.456361 = -1083515.437573
  nChanged 49
		SP:Iteration 13Q (62972.610000 sec): 3 clusters
  Score: Raw -1087910.466271 + Penalty 4376.456361 = -1083534.009910
  nChanged 36
		SP:Iteration 14Q (62972.850000 sec): 3 clusters
  Score: Raw -1087921.317614 + Penalty 4376.456361 = -1083544.861253
  nChanged 33
		SP:Iteration 15Q (62973.030000 sec): 3 clusters
  Score: Raw -1087930.704354 + Penalty 4376.456361 = -1083554.247993
  nChanged 20
		SP:Iteration 16Q (62973.210000 sec): 3 clusters
  Score: Raw -1087936.656760 + Penalty 4376.456361 = -1083560.200399
  nChanged 16
		SP:Iteration 17Q (62973.410000 sec): 3 clusters
  Score: Raw -1087940.918996 + Penalty 4376.456361 = -1083564.462635
  nChanged 14
		SP:Iteration 18Q (62973.590000 sec): 3 clusters
  Score: Raw -1087945.826388 + Penalty 4376.456361 = -1083569.370027
  nChanged 12
		SP:Iteration 19Q (62973.770000 sec): 3 clusters
  Score: Raw -1087949.197730 + Penalty 4376.456361 = -1083572.741369
  nChanged 13
		SP:Iteration 20F (62973.940000 sec): 3 clusters
  Score: Raw -1087951.729474 + Penalty 4376.456361 = -1083575.273113
  nChanged 8
		SP:Iteration 21Q (62974.120000 sec): 3 clusters
  Score: Raw -1087953.323671 + Penalty 4376.456361 = -1083576.867310
  nChanged 6
		SP:Iteration 22Q (62974.290000 sec): 3 clusters
  Score: Raw -1087954.573749 + Penalty 4376.456361 = -1083578.117388
  nChanged 10
		SP:Iteration 23Q (62974.470000 sec): 3 clusters
  Score: Raw -1087956.288755 + Penalty 4376.456361 = -1083579.832394
  nChanged 5
		SP:Iteration 24Q (62974.650000 sec): 3 clusters
  Score: Raw -1087957.157280 + Penalty 4376.456361 = -1083580.700919
  nChanged 5
		SP:Iteration 25Q (62974.910000 sec): 3 clusters
  Score: Raw -1087958.005288 + Penalty 4376.456361 = -1083581.548927
  nChanged 3
		SP:Iteration 26Q (62975.110000 sec): 3 clusters
  Score: Raw -1087958.929615 + Penalty 4376.456361 = -1083582.473254
  nChanged 5
		SP:Iteration 27Q (62975.330000 sec): 3 clusters
  Score: Raw -1087960.192794 + Penalty 4376.456361 = -1083583.736433
  nChanged 8
		SP:Iteration 28Q (62975.560000 sec): 3 clusters
  Score: Raw -1087961.906776 + Penalty 4376.456361 = -1083585.450415
  nChanged 5
		SP:Iteration 29Q (62975.740000 sec): 3 clusters
  Score: Raw -1087962.768140 + Penalty 4376.456361 = -1083586.311779
  nChanged 3
		SP:Iteration 30Q (62975.930000 sec): 3 clusters
  Score: Raw -1087963.192760 + Penalty 4376.456361 = -1083586.736399
  nChanged 2
		SP:Iteration 31Q (62976.130000 sec): 3 clusters
  Score: Raw -1087963.587657 + Penalty 4376.456361 = -1083587.131296
  nChanged 2
		SP:Iteration 32Q (62976.310000 sec): 3 clusters
  Score: Raw -1087963.845163 + Penalty 4376.456361 = -1083587.388802
  nChanged 1
		SP:Iteration 33Q (62976.500000 sec): 3 clusters
  Score: Raw -1087964.023630 + Penalty 4376.456361 = -1083587.567269
  nChanged 2
		SP:Iteration 34Q (62976.690000 sec): 3 clusters
  Score: Raw -1087964.387414 + Penalty 4376.456361 = -1083587.931053
  nChanged 2
		SP:Iteration 35Q (62976.870000 sec): 3 clusters
  Score: Raw -1087964.736207 + Penalty 4376.456361 = -1083588.279845
  nChanged 1
		SP:Iteration 36Q (62977.060000 sec): 3 clusters
  Score: Raw -1087964.858795 + Penalty 4376.456361 = -1083588.402434
  nChanged 1
		SP:Iteration 37Q (62977.250000 sec): 3 clusters
  Score: Raw -1087965.007105 + Penalty 4376.456361 = -1083588.550744
  nChanged 2
		SP:Iteration 38Q (62977.430000 sec): 3 clusters
  Score: Raw -1087965.537769 + Penalty 4376.456361 = -1083589.081408
  nChanged 5
		SP:Iteration 39Q (62977.630000 sec): 3 clusters
  Score: Raw -1087966.523822 + Penalty 4376.456361 = -1083590.067461
  nChanged 3
		SP:Iteration 40F (62977.810000 sec): 3 clusters
  Score: Raw -1087967.182869 + Penalty 4376.456361 = -1083590.726508
  nChanged 4
		SP:Iteration 41Q (62978.000000 sec): 3 clusters
  Score: Raw -1087967.947767 + Penalty 4376.456361 = -1083591.491406
  nChanged 5
		SP:Iteration 42Q (62978.190000 sec): 3 clusters
  Score: Raw -1087968.660204 + Penalty 4376.456361 = -1083592.203842
  nChanged 1
		SP:Iteration 43Q (62978.380000 sec): 3 clusters
  Score: Raw -1087968.818944 + Penalty 4376.456361 = -1083592.362583
  nChanged 0
		SP:Iteration 44F (62978.560000 sec): 3 clusters
  Score: Raw -1087968.818944 + Penalty 4376.456361 = -1083592.362583
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (5995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62978.670000 sec): 2 clusters
  Score: Raw -943468.413711 + Penalty 2157.272905 = -941311.140806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62978.880000 sec): 3 clusters
  Score: Raw -940475.587467 + Penalty 4314.545809 = -936161.041657
  nChanged 2339
		SP:Iteration 1F (62979.070000 sec): 3 clusters
  Score: Raw -941883.202849 + Penalty 4314.545809 = -937568.657039
  nChanged 417
		SP:Iteration 2F (62979.270000 sec): 3 clusters
  Score: Raw -942097.885559 + Penalty 4314.545809 = -937783.339749
  nChanged 266
		SP:Iteration 3Q (62979.470000 sec): 3 clusters
  Score: Raw -942226.215385 + Penalty 4314.545809 = -937911.669575
  nChanged 201
		SP:Iteration 4Q (62979.660000 sec): 3 clusters
  Score: Raw -942332.589455 + Penalty 4314.545809 = -938018.043646
  nChanged 182
		SP:Iteration 5Q (62979.850000 sec): 3 clusters
  Score: Raw -942414.475628 + Penalty 4314.545809 = -938099.929818
  nChanged 141
		SP:Iteration 6Q (62980.050000 sec): 3 clusters
  Score: Raw -942480.455182 + Penalty 4314.545809 = -938165.909373
  nChanged 126
		SP:Iteration 7Q (62980.240000 sec): 3 clusters
  Score: Raw -942529.668039 + Penalty 4314.545809 = -938215.122230
  nChanged 115
		SP:Iteration 8Q (62980.430000 sec): 3 clusters
  Score: Raw -942574.194508 + Penalty 4314.545809 = -938259.648698
  nChanged 102
		SP:Iteration 9Q (62980.630000 sec): 3 clusters
  Score: Raw -942612.492078 + Penalty 4314.545809 = -938297.946268
  nChanged 73
		SP:Iteration 10Q (62980.820000 sec): 3 clusters
  Score: Raw -942643.753914 + Penalty 4314.545809 = -938329.208105
  nChanged 85
		SP:Iteration 11Q (62981.020000 sec): 3 clusters
  Score: Raw -942677.648933 + Penalty 4314.545809 = -938363.103124
  nChanged 84
		SP:Iteration 12Q (62981.210000 sec): 3 clusters
  Score: Raw -942707.822862 + Penalty 4314.545809 = -938393.277053
  nChanged 67
		SP:Iteration 13Q (62981.400000 sec): 3 clusters
  Score: Raw -942732.858371 + Penalty 4314.545809 = -938418.312561
  nChanged 63
		SP:Iteration 14Q (62981.600000 sec): 3 clusters
  Score: Raw -942759.811695 + Penalty 4314.545809 = -938445.265886
  nChanged 73
		SP:Iteration 15Q (62981.790000 sec): 3 clusters
  Score: Raw -942794.790396 + Penalty 4314.545809 = -938480.244586
  nChanged 79
		SP:Iteration 16Q (62981.990000 sec): 3 clusters
  Score: Raw -942826.998580 + Penalty 4314.545809 = -938512.452770
  nChanged 79
		SP:Iteration 17Q (62982.180000 sec): 3 clusters
  Score: Raw -942859.722006 + Penalty 4314.545809 = -938545.176196
  nChanged 72
		SP:Iteration 18Q (62982.370000 sec): 3 clusters
  Score: Raw -942887.789588 + Penalty 4314.545809 = -938573.243778
  nChanged 82
		SP:Iteration 19Q (62982.570000 sec): 3 clusters
  Score: Raw -942920.353803 + Penalty 4314.545809 = -938605.807993
  nChanged 75
		SP:Iteration 20F (62982.770000 sec): 3 clusters
  Score: Raw -942953.784721 + Penalty 4314.545809 = -938639.238912
  nChanged 70
		SP:Iteration 21Q (62982.960000 sec): 3 clusters
  Score: Raw -942982.562767 + Penalty 4314.545809 = -938668.016958
  nChanged 79
		SP:Iteration 22Q (62983.150000 sec): 3 clusters
  Score: Raw -943014.484689 + Penalty 4314.545809 = -938699.938880
  nChanged 71
		SP:Iteration 23Q (62983.350000 sec): 3 clusters
  Score: Raw -943047.550302 + Penalty 4314.545809 = -938733.004493
  nChanged 59
		SP:Iteration 24Q (62983.540000 sec): 3 clusters
  Score: Raw -943078.202150 + Penalty 4314.545809 = -938763.656341
  nChanged 59
		SP:Iteration 25Q (62983.730000 sec): 3 clusters
  Score: Raw -943102.837820 + Penalty 4314.545809 = -938788.292011
  nChanged 57
		SP:Iteration 26Q (62983.930000 sec): 3 clusters
  Score: Raw -943127.040501 + Penalty 4314.545809 = -938812.494692
  nChanged 64
		SP:Iteration 27Q (62984.130000 sec): 3 clusters
  Score: Raw -943154.955027 + Penalty 4314.545809 = -938840.409218
  nChanged 57
		SP:Iteration 28Q (62984.320000 sec): 3 clusters
  Score: Raw -943181.129602 + Penalty 4314.545809 = -938866.583793
  nChanged 54
		SP:Iteration 29Q (62984.510000 sec): 3 clusters
  Score: Raw -943204.032201 + Penalty 4314.545809 = -938889.486391
  nChanged 54
		SP:Iteration 30Q (62984.710000 sec): 3 clusters
  Score: Raw -943225.430269 + Penalty 4314.545809 = -938910.884459
  nChanged 49
		SP:Iteration 31Q (62984.900000 sec): 3 clusters
  Score: Raw -943245.826034 + Penalty 4314.545809 = -938931.280225
  nChanged 47
		SP:Iteration 32Q (62985.100000 sec): 3 clusters
  Score: Raw -943264.600523 + Penalty 4314.545809 = -938950.054713
  nChanged 48
		SP:Iteration 33Q (62985.290000 sec): 3 clusters
  Score: Raw -943287.599250 + Penalty 4314.545809 = -938973.053440
  nChanged 50
		SP:Iteration 34Q (62985.490000 sec): 3 clusters
  Score: Raw -943313.623422 + Penalty 4314.545809 = -938999.077613
  nChanged 46
		SP:Iteration 35Q (62985.680000 sec): 3 clusters
  Score: Raw -943337.587994 + Penalty 4314.545809 = -939023.042184
  nChanged 44
		SP:Iteration 36Q (62985.870000 sec): 3 clusters
  Score: Raw -943358.414460 + Penalty 4314.545809 = -939043.868651
  nChanged 46
		SP:Iteration 37Q (62986.050000 sec): 3 clusters
  Score: Raw -943379.100007 + Penalty 4314.545809 = -939064.554198
  nChanged 35
		SP:Iteration 38Q (62986.230000 sec): 3 clusters
  Score: Raw -943393.535179 + Penalty 4314.545809 = -939078.989370
  nChanged 31
		SP:Iteration 39Q (62986.410000 sec): 3 clusters
  Score: Raw -943408.011905 + Penalty 4314.545809 = -939093.466096
  nChanged 24
		SP:Iteration 40F (62986.590000 sec): 3 clusters
  Score: Raw -943418.378269 + Penalty 4314.545809 = -939103.832459
  nChanged 28
		SP:Iteration 41Q (62986.770000 sec): 3 clusters
  Score: Raw -943430.584043 + Penalty 4314.545809 = -939116.038233
  nChanged 35
		SP:Iteration 42Q (62986.950000 sec): 3 clusters
  Score: Raw -943444.860658 + Penalty 4314.545809 = -939130.314848
  nChanged 24
		SP:Iteration 43Q (62987.130000 sec): 3 clusters
  Score: Raw -943454.892563 + Penalty 4314.545809 = -939140.346754
  nChanged 27
		SP:Iteration 44Q (62987.310000 sec): 3 clusters
  Score: Raw -943465.859991 + Penalty 4314.545809 = -939151.314181
  nChanged 22
		SP:Iteration 45Q (62987.570000 sec): 3 clusters
  Score: Raw -943475.949892 + Penalty 4314.545809 = -939161.404083
  nChanged 22
		SP:Iteration 46Q (62987.790000 sec): 3 clusters
  Score: Raw -943488.277786 + Penalty 4314.545809 = -939173.731977
  nChanged 34
		SP:Iteration 47Q (62988.050000 sec): 3 clusters
  Score: Raw -943505.124217 + Penalty 4314.545809 = -939190.578407
  nChanged 39
		SP:Iteration 48Q (62988.270000 sec): 3 clusters
  Score: Raw -943523.940958 + Penalty 4314.545809 = -939209.395148
  nChanged 37
		SP:Iteration 49Q (62988.480000 sec): 3 clusters
  Score: Raw -943543.791418 + Penalty 4314.545809 = -939229.245608
  nChanged 33
		SP:Iteration 50Q (62988.670000 sec): 3 clusters
  Score: Raw -943560.670527 + Penalty 4314.545809 = -939246.124718
  nChanged 26
		SP:Iteration 51Q (62988.890000 sec): 3 clusters
  Score: Raw -943572.840072 + Penalty 4314.545809 = -939258.294263
  nChanged 19
		SP:Iteration 52Q (62989.110000 sec): 3 clusters
  Score: Raw -943582.819112 + Penalty 4314.545809 = -939268.273302
  nChanged 20
		SP:Iteration 53Q (62989.300000 sec): 3 clusters
  Score: Raw -943592.279877 + Penalty 4314.545809 = -939277.734067
  nChanged 17
		SP:Iteration 54Q (62989.510000 sec): 3 clusters
  Score: Raw -943600.908683 + Penalty 4314.545809 = -939286.362874
  nChanged 13
		SP:Iteration 55Q (62989.700000 sec): 3 clusters
  Score: Raw -943607.996190 + Penalty 4314.545809 = -939293.450381
  nChanged 17
		SP:Iteration 56Q (62989.970000 sec): 3 clusters
  Score: Raw -943617.011994 + Penalty 4314.545809 = -939302.466184
  nChanged 21
		SP:Iteration 57Q (62990.160000 sec): 3 clusters
  Score: Raw -943627.037244 + Penalty 4314.545809 = -939312.491435
  nChanged 18
		SP:Iteration 58Q (62990.420000 sec): 3 clusters
  Score: Raw -943635.615193 + Penalty 4314.545809 = -939321.069383
  nChanged 16
		SP:Iteration 59Q (62990.660000 sec): 3 clusters
  Score: Raw -943643.645753 + Penalty 4314.545809 = -939329.099944
  nChanged 15
		SP:Iteration 60F (62990.870000 sec): 3 clusters
  Score: Raw -943651.084343 + Penalty 4314.545809 = -939336.538534
  nChanged 11
		SP:Iteration 61Q (62991.110000 sec): 3 clusters
  Score: Raw -943656.079698 + Penalty 4314.545809 = -939341.533889
  nChanged 10
		SP:Iteration 62Q (62991.340000 sec): 3 clusters
  Score: Raw -943660.702091 + Penalty 4314.545809 = -939346.156282
  nChanged 13
		SP:Iteration 63Q (62991.520000 sec): 3 clusters
  Score: Raw -943666.857192 + Penalty 4314.545809 = -939352.311383
  nChanged 10
		SP:Iteration 64Q (62991.710000 sec): 3 clusters
  Score: Raw -943671.009192 + Penalty 4314.545809 = -939356.463383
  nChanged 10
		SP:Iteration 65Q (62991.830000 sec): 3 clusters
  Score: Raw -943675.605447 + Penalty 4314.545809 = -939361.059638
  nChanged 8
		SP:Iteration 66Q (62992.000000 sec): 3 clusters
  Score: Raw -943680.484435 + Penalty 4314.545809 = -939365.938626
  nChanged 12
		SP:Iteration 67Q (62992.230000 sec): 3 clusters
  Score: Raw -943686.589606 + Penalty 4314.545809 = -939372.043797
  nChanged 7
		SP:Iteration 68Q (62992.410000 sec): 3 clusters
  Score: Raw -943690.192759 + Penalty 4314.545809 = -939375.646950
  nChanged 5
		SP:Iteration 69Q (62992.590000 sec): 3 clusters
  Score: Raw -943692.028510 + Penalty 4314.545809 = -939377.482701
  nChanged 3
		SP:Iteration 70Q (62992.730000 sec): 3 clusters
  Score: Raw -943693.683603 + Penalty 4314.545809 = -939379.137793
  nChanged 6
		SP:Iteration 71Q (62992.930000 sec): 3 clusters
  Score: Raw -943697.109169 + Penalty 4314.545809 = -939382.563359
  nChanged 7
		SP:Iteration 72Q (62993.150000 sec): 3 clusters
  Score: Raw -943700.241901 + Penalty 4314.545809 = -939385.696092
  nChanged 10
		SP:Iteration 73Q (62993.310000 sec): 3 clusters
  Score: Raw -943705.707024 + Penalty 4314.545809 = -939391.161214
  nChanged 14
		SP:Iteration 74Q (62993.530000 sec): 3 clusters
  Score: Raw -943714.354250 + Penalty 4314.545809 = -939399.808440
  nChanged 13
		SP:Iteration 75Q (62993.730000 sec): 3 clusters
  Score: Raw -943720.848316 + Penalty 4314.545809 = -939406.302507
  nChanged 12
		SP:Iteration 76Q (62993.920000 sec): 3 clusters
  Score: Raw -943726.860639 + Penalty 4314.545809 = -939412.314830
  nChanged 6
		SP:Iteration 77Q (62994.170000 sec): 3 clusters
  Score: Raw -943732.602492 + Penalty 4314.545809 = -939418.056683
  nChanged 12
		SP:Iteration 78Q (62994.350000 sec): 3 clusters
  Score: Raw -943741.107333 + Penalty 4314.545809 = -939426.561524
  nChanged 14
		SP:Iteration 79Q (62994.570000 sec): 3 clusters
  Score: Raw -943748.508252 + Penalty 4314.545809 = -939433.962442
  nChanged 8
		SP:Iteration 80F (62994.770000 sec): 3 clusters
  Score: Raw -943752.610985 + Penalty 4314.545809 = -939438.065175
  nChanged 7
		SP:Iteration 81Q (62994.970000 sec): 3 clusters
  Score: Raw -943756.912161 + Penalty 4314.545809 = -939442.366352
  nChanged 7
		SP:Iteration 82Q (62995.160000 sec): 3 clusters
  Score: Raw -943760.563645 + Penalty 4314.545809 = -939446.017836
  nChanged 5
		SP:Iteration 83Q (62995.420000 sec): 3 clusters
  Score: Raw -943763.248124 + Penalty 4314.545809 = -939448.702315
  nChanged 2
		SP:Iteration 84Q (62995.640000 sec): 3 clusters
  Score: Raw -943764.586617 + Penalty 4314.545809 = -939450.040807
  nChanged 4
		SP:Iteration 85Q (62995.820000 sec): 3 clusters
  Score: Raw -943767.570607 + Penalty 4314.545809 = -939453.024797
  nChanged 2
		SP:Iteration 86Q (62996.030000 sec): 3 clusters
  Score: Raw -943768.846034 + Penalty 4314.545809 = -939454.300224
  nChanged 6
		SP:Iteration 87Q (62996.220000 sec): 3 clusters
  Score: Raw -943773.371935 + Penalty 4314.545809 = -939458.826126
  nChanged 9
		SP:Iteration 88Q (62996.430000 sec): 3 clusters
  Score: Raw -943780.274458 + Penalty 4314.545809 = -939465.728649
  nChanged 12
		SP:Iteration 89Q (62996.610000 sec): 3 clusters
  Score: Raw -943787.152396 + Penalty 4314.545809 = -939472.606586
  nChanged 8
		SP:Iteration 90Q (62996.800000 sec): 3 clusters
  Score: Raw -943791.398816 + Penalty 4314.545809 = -939476.853007
  nChanged 7
		SP:Iteration 91Q (62997.070000 sec): 3 clusters
  Score: Raw -943795.947810 + Penalty 4314.545809 = -939481.402001
  nChanged 6
		SP:Iteration 92Q (62997.280000 sec): 3 clusters
  Score: Raw -943799.316589 + Penalty 4314.545809 = -939484.770780
  nChanged 7
		SP:Iteration 93Q (62997.440000 sec): 3 clusters
  Score: Raw -943802.929146 + Penalty 4314.545809 = -939488.383337
  nChanged 4
		SP:Iteration 94Q (62997.650000 sec): 3 clusters
  Score: Raw -943806.168786 + Penalty 4314.545809 = -939491.622977
  nChanged 5
		SP:Iteration 95Q (62997.860000 sec): 3 clusters
  Score: Raw -943809.057683 + Penalty 4314.545809 = -939494.511874
  nChanged 6
		SP:Iteration 96Q (62998.090000 sec): 3 clusters
  Score: Raw -943812.040726 + Penalty 4314.545809 = -939497.494916
  nChanged 3
		SP:Iteration 97Q (62998.330000 sec): 3 clusters
  Score: Raw -943813.937332 + Penalty 4314.545809 = -939499.391523
  nChanged 3
		SP:Iteration 98Q (62998.550000 sec): 3 clusters
  Score: Raw -943815.641116 + Penalty 4314.545809 = -939501.095306
  nChanged 1
		SP:Iteration 99Q (62998.740000 sec): 3 clusters
  Score: Raw -943815.802449 + Penalty 4314.545809 = -939501.256640
  nChanged 0
		SP:Iteration 100F (62998.930000 sec): 3 clusters
  Score: Raw -943815.802449 + Penalty 4314.545809 = -939501.256640
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (14808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62999.140000 sec): 2 clusters
  Score: Raw -2162116.153690 + Penalty 2381.524868 = -2159734.628822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62999.460000 sec): 3 clusters
  Score: Raw -2153728.676395 + Penalty 4763.049736 = -2148965.626659
  nChanged 6284
		SP:Iteration 1F (62999.740000 sec): 3 clusters
  Score: Raw -2157247.552145 + Penalty 4763.049736 = -2152484.502409
  nChanged 1024
		SP:Iteration 2F (63000.020000 sec): 3 clusters
  Score: Raw -2157834.959216 + Penalty 4763.049736 = -2153071.909481
  nChanged 967
		SP:Iteration 3F (63000.340000 sec): 3 clusters
  Score: Raw -2158493.642822 + Penalty 4763.049736 = -2153730.593086
  nChanged 991
		SP:Iteration 4F (63000.600000 sec): 3 clusters
  Score: Raw -2159251.795135 + Penalty 4763.049736 = -2154488.745400
  nChanged 949
		SP:Iteration 5F (63000.910000 sec): 3 clusters
  Score: Raw -2159993.088109 + Penalty 4763.049736 = -2155230.038373
  nChanged 942
		SP:Iteration 6F (63001.140000 sec): 3 clusters
  Score: Raw -2160706.482869 + Penalty 4763.049736 = -2155943.433134
  nChanged 862
		SP:Iteration 7F (63001.430000 sec): 3 clusters
  Score: Raw -2161279.631855 + Penalty 4763.049736 = -2156516.582119
  nChanged 700
		SP:Iteration 8Q (63001.740000 sec): 3 clusters
  Score: Raw -2161737.860206 + Penalty 4763.049736 = -2156974.810470
  nChanged 580
		SP:Iteration 9Q (63001.990000 sec): 3 clusters
  Score: Raw -2162082.885262 + Penalty 4763.049736 = -2157319.835526
  nChanged 470
		SP:Iteration 10Q (63002.370000 sec): 3 clusters
  Score: Raw -2162329.038079 + Penalty 4763.049736 = -2157565.988344
  nChanged 371
		SP:Iteration 11Q (63002.650000 sec): 3 clusters
  Score: Raw -2162509.242902 + Penalty 4763.049736 = -2157746.193166
  nChanged 299
		SP:Iteration 12Q (63002.900000 sec): 3 clusters
  Score: Raw -2162644.469092 + Penalty 4763.049736 = -2157881.419357
  nChanged 255
		SP:Iteration 13Q (63003.190000 sec): 3 clusters
  Score: Raw -2162766.299490 + Penalty 4763.049736 = -2158003.249754
  nChanged 231
		SP:Iteration 14Q (63003.490000 sec): 3 clusters
  Score: Raw -2162880.458037 + Penalty 4763.049736 = -2158117.408301
  nChanged 222
		SP:Iteration 15Q (63003.800000 sec): 3 clusters
  Score: Raw -2162983.932724 + Penalty 4763.049736 = -2158220.882988
  nChanged 190
		SP:Iteration 16Q (63004.070000 sec): 3 clusters
  Score: Raw -2163092.131152 + Penalty 4763.049736 = -2158329.081416
  nChanged 193
		SP:Iteration 17Q (63004.400000 sec): 3 clusters
  Score: Raw -2163202.947281 + Penalty 4763.049736 = -2158439.897545
  nChanged 191
		SP:Iteration 18Q (63004.680000 sec): 3 clusters
  Score: Raw -2163321.123758 + Penalty 4763.049736 = -2158558.074023
  nChanged 185
		SP:Iteration 19Q (63004.950000 sec): 3 clusters
  Score: Raw -2163457.126554 + Penalty 4763.049736 = -2158694.076819
  nChanged 185
		SP:Iteration 20F (63005.230000 sec): 3 clusters
  Score: Raw -2163596.916616 + Penalty 4763.049736 = -2158833.866881
  nChanged 196
		SP:Iteration 21Q (63005.520000 sec): 3 clusters
  Score: Raw -2163727.997451 + Penalty 4763.049736 = -2158964.947715
  nChanged 202
		SP:Iteration 22Q (63005.780000 sec): 3 clusters
  Score: Raw -2163852.103171 + Penalty 4763.049736 = -2159089.053436
  nChanged 178
		SP:Iteration 23Q (63006.090000 sec): 3 clusters
  Score: Raw -2163946.313175 + Penalty 4763.049736 = -2159183.263439
  nChanged 147
		SP:Iteration 24Q (63006.370000 sec): 3 clusters
  Score: Raw -2164020.244823 + Penalty 4763.049736 = -2159257.195087
  nChanged 149
		SP:Iteration 25Q (63006.650000 sec): 3 clusters
  Score: Raw -2164093.494820 + Penalty 4763.049736 = -2159330.445085
  nChanged 115
		SP:Iteration 26Q (63006.880000 sec): 3 clusters
  Score: Raw -2164140.432220 + Penalty 4763.049736 = -2159377.382485
  nChanged 88
		SP:Iteration 27Q (63007.190000 sec): 3 clusters
  Score: Raw -2164170.170664 + Penalty 4763.049736 = -2159407.120928
  nChanged 66
		SP:Iteration 28Q (63007.550000 sec): 3 clusters
  Score: Raw -2164192.043381 + Penalty 4763.049736 = -2159428.993645
  nChanged 51
		SP:Iteration 29Q (63007.860000 sec): 3 clusters
  Score: Raw -2164208.963960 + Penalty 4763.049736 = -2159445.914224
  nChanged 45
		SP:Iteration 30Q (63008.210000 sec): 3 clusters
  Score: Raw -2164221.071963 + Penalty 4763.049736 = -2159458.022227
  nChanged 32
		SP:Iteration 31Q (63008.480000 sec): 3 clusters
  Score: Raw -2164227.759023 + Penalty 4763.049736 = -2159464.709287
  nChanged 23
		SP:Iteration 32Q (63008.780000 sec): 3 clusters
  Score: Raw -2164231.735038 + Penalty 4763.049736 = -2159468.685302
  nChanged 14
		SP:Iteration 33Q (63009.060000 sec): 3 clusters
  Score: Raw -2164234.536278 + Penalty 4763.049736 = -2159471.486542
  nChanged 13
		SP:Iteration 34Q (63009.390000 sec): 3 clusters
  Score: Raw -2164236.832754 + Penalty 4763.049736 = -2159473.783019
  nChanged 16
		SP:Iteration 35Q (63009.710000 sec): 3 clusters
  Score: Raw -2164239.015872 + Penalty 4763.049736 = -2159475.966137
  nChanged 9
		SP:Iteration 36Q (63010.010000 sec): 3 clusters
  Score: Raw -2164240.927336 + Penalty 4763.049736 = -2159477.877601
  nChanged 9
		SP:Iteration 37Q (63010.230000 sec): 3 clusters
  Score: Raw -2164242.888394 + Penalty 4763.049736 = -2159479.838659
  nChanged 7
		SP:Iteration 38Q (63010.500000 sec): 3 clusters
  Score: Raw -2164243.869920 + Penalty 4763.049736 = -2159480.820184
  nChanged 7
		SP:Iteration 39Q (63010.810000 sec): 3 clusters
  Score: Raw -2164244.974697 + Penalty 4763.049736 = -2159481.924961
  nChanged 5
		SP:Iteration 40F (63011.150000 sec): 3 clusters
  Score: Raw -2164245.769227 + Penalty 4763.049736 = -2159482.719492
  nChanged 5
		SP:Iteration 41Q (63011.410000 sec): 3 clusters
  Score: Raw -2164246.257257 + Penalty 4763.049736 = -2159483.207522
  nChanged 1
		SP:Iteration 42Q (63011.660000 sec): 3 clusters
  Score: Raw -2164246.319327 + Penalty 4763.049736 = -2159483.269591
  nChanged 1
		SP:Iteration 43Q (63011.910000 sec): 3 clusters
  Score: Raw -2164246.446808 + Penalty 4763.049736 = -2159483.397072
  nChanged 0
		SP:Iteration 44F (63012.130000 sec): 3 clusters
  Score: Raw -2164246.446808 + Penalty 4763.049736 = -2159483.397072
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (31178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63012.410000 sec): 2 clusters
  Score: Raw -4941068.970222 + Penalty 2566.172063 = -4938502.798158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63012.910000 sec): 3 clusters
  Score: Raw -4922349.214411 + Penalty 5132.344126 = -4917216.870285
  nChanged 13984
		SP:Iteration 1F (63013.250000 sec): 3 clusters
  Score: Raw -4929881.715855 + Penalty 5132.344126 = -4924749.371729
  nChanged 1513
		SP:Iteration 2Q (63013.650000 sec): 3 clusters
  Score: Raw -4930435.475021 + Penalty 5132.344126 = -4925303.130895
  nChanged 1529
		SP:Iteration 3Q (63014.040000 sec): 3 clusters
  Score: Raw -4931081.523109 + Penalty 5132.344126 = -4925949.178983
  nChanged 1658
		SP:Iteration 4F (63014.480000 sec): 3 clusters
  Score: Raw -4931909.349569 + Penalty 5132.344126 = -4926777.005443
  nChanged 1880
		SP:Iteration 5F (63014.870000 sec): 3 clusters
  Score: Raw -4933067.316011 + Penalty 5132.344126 = -4927934.971885
  nChanged 2043
		SP:Iteration 6F (63015.270000 sec): 3 clusters
  Score: Raw -4934483.777920 + Penalty 5132.344126 = -4929351.433794
  nChanged 2046
		SP:Iteration 7F (63015.670000 sec): 3 clusters
  Score: Raw -4935989.090700 + Penalty 5132.344126 = -4930856.746573
  nChanged 1828
		SP:Iteration 8F (63016.040000 sec): 3 clusters
  Score: Raw -4937199.931644 + Penalty 5132.344126 = -4932067.587517
  nChanged 1414
		SP:Iteration 9Q (63016.440000 sec): 3 clusters
  Score: Raw -4937970.732141 + Penalty 5132.344126 = -4932838.388014
  nChanged 990
		SP:Iteration 10Q (63016.850000 sec): 3 clusters
  Score: Raw -4938398.318701 + Penalty 5132.344126 = -4933265.974575
  nChanged 710
		SP:Iteration 11Q (63017.330000 sec): 3 clusters
  Score: Raw -4938664.884354 + Penalty 5132.344126 = -4933532.540228
  nChanged 521
		SP:Iteration 12Q (63017.700000 sec): 3 clusters
  Score: Raw -4938856.205523 + Penalty 5132.344126 = -4933723.861396
  nChanged 446
		SP:Iteration 13Q (63018.070000 sec): 3 clusters
  Score: Raw -4939026.668827 + Penalty 5132.344126 = -4933894.324700
  nChanged 408
		SP:Iteration 14Q (63018.420000 sec): 3 clusters
  Score: Raw -4939214.710998 + Penalty 5132.344126 = -4934082.366871
  nChanged 403
		SP:Iteration 15Q (63018.820000 sec): 3 clusters
  Score: Raw -4939479.310627 + Penalty 5132.344126 = -4934346.966501
  nChanged 424
		SP:Iteration 16Q (63019.290000 sec): 3 clusters
  Score: Raw -4939851.015274 + Penalty 5132.344126 = -4934718.671148
  nChanged 425
		SP:Iteration 17Q (63019.730000 sec): 3 clusters
  Score: Raw -4940290.319027 + Penalty 5132.344126 = -4935157.974901
  nChanged 403
		SP:Iteration 18Q (63020.130000 sec): 3 clusters
  Score: Raw -4940668.419423 + Penalty 5132.344126 = -4935536.075296
  nChanged 359
		SP:Iteration 19Q (63020.490000 sec): 3 clusters
  Score: Raw -4940906.069872 + Penalty 5132.344126 = -4935773.725745
  nChanged 297
		SP:Iteration 20F (63020.840000 sec): 3 clusters
  Score: Raw -4941049.129393 + Penalty 5132.344126 = -4935916.785267
  nChanged 239
		SP:Iteration 21Q (63021.240000 sec): 3 clusters
  Score: Raw -4941156.226792 + Penalty 5132.344126 = -4936023.882665
  nChanged 224
		SP:Iteration 22Q (63021.660000 sec): 3 clusters
  Score: Raw -4941244.882623 + Penalty 5132.344126 = -4936112.538496
  nChanged 196
		SP:Iteration 23Q (63022.100000 sec): 3 clusters
  Score: Raw -4941312.322036 + Penalty 5132.344126 = -4936179.977910
  nChanged 136
		SP:Iteration 24Q (63022.470000 sec): 3 clusters
  Score: Raw -4941350.811717 + Penalty 5132.344126 = -4936218.467591
  nChanged 118
		SP:Iteration 25Q (63022.880000 sec): 3 clusters
  Score: Raw -4941385.163342 + Penalty 5132.344126 = -4936252.819215
  nChanged 97
		SP:Iteration 26Q (63023.240000 sec): 3 clusters
  Score: Raw -4941407.900173 + Penalty 5132.344126 = -4936275.556046
  nChanged 85
		SP:Iteration 27Q (63023.640000 sec): 3 clusters
  Score: Raw -4941425.734764 + Penalty 5132.344126 = -4936293.390638
  nChanged 79
		SP:Iteration 28Q (63024.090000 sec): 3 clusters
  Score: Raw -4941444.614830 + Penalty 5132.344126 = -4936312.270704
  nChanged 71
		SP:Iteration 29Q (63024.500000 sec): 3 clusters
  Score: Raw -4941462.641586 + Penalty 5132.344126 = -4936330.297459
  nChanged 61
		SP:Iteration 30Q (63024.860000 sec): 3 clusters
  Score: Raw -4941476.931052 + Penalty 5132.344126 = -4936344.586926
  nChanged 49
		SP:Iteration 31Q (63025.200000 sec): 3 clusters
  Score: Raw -4941487.727665 + Penalty 5132.344126 = -4936355.383539
  nChanged 51
		SP:Iteration 32Q (63025.610000 sec): 3 clusters
  Score: Raw -4941499.506280 + Penalty 5132.344126 = -4936367.162153
  nChanged 48
		SP:Iteration 33Q (63025.900000 sec): 3 clusters
  Score: Raw -4941512.705757 + Penalty 5132.344126 = -4936380.361631
  nChanged 56
		SP:Iteration 34Q (63026.260000 sec): 3 clusters
  Score: Raw -4941525.636902 + Penalty 5132.344126 = -4936393.292775
  nChanged 52
		SP:Iteration 35Q (63026.620000 sec): 3 clusters
  Score: Raw -4941535.914735 + Penalty 5132.344126 = -4936403.570609
  nChanged 41
		SP:Iteration 36Q (63026.980000 sec): 3 clusters
  Score: Raw -4941546.250215 + Penalty 5132.344126 = -4936413.906089
  nChanged 45
		SP:Iteration 37Q (63027.330000 sec): 3 clusters
  Score: Raw -4941555.231280 + Penalty 5132.344126 = -4936422.887154
  nChanged 37
		SP:Iteration 38Q (63027.730000 sec): 3 clusters
  Score: Raw -4941562.572627 + Penalty 5132.344126 = -4936430.228501
  nChanged 29
		SP:Iteration 39Q (63028.110000 sec): 3 clusters
  Score: Raw -4941568.501122 + Penalty 5132.344126 = -4936436.156996
  nChanged 21
		SP:Iteration 40F (63028.440000 sec): 3 clusters
  Score: Raw -4941571.459822 + Penalty 5132.344126 = -4936439.115695
  nChanged 22
		SP:Iteration 41Q (63028.840000 sec): 3 clusters
  Score: Raw -4941574.934083 + Penalty 5132.344126 = -4936442.589957
  nChanged 21
		SP:Iteration 42Q (63029.220000 sec): 3 clusters
  Score: Raw -4941578.286255 + Penalty 5132.344126 = -4936445.942128
  nChanged 22
		SP:Iteration 43Q (63029.570000 sec): 3 clusters
  Score: Raw -4941582.229610 + Penalty 5132.344126 = -4936449.885483
  nChanged 27
		SP:Iteration 44Q (63029.940000 sec): 3 clusters
  Score: Raw -4941587.141881 + Penalty 5132.344126 = -4936454.797754
  nChanged 22
		SP:Iteration 45Q (63030.340000 sec): 3 clusters
  Score: Raw -4941591.149905 + Penalty 5132.344126 = -4936458.805779
  nChanged 18
		SP:Iteration 46Q (63030.730000 sec): 3 clusters
  Score: Raw -4941593.836358 + Penalty 5132.344126 = -4936461.492232
  nChanged 12
		SP:Iteration 47Q (63031.120000 sec): 3 clusters
  Score: Raw -4941596.508397 + Penalty 5132.344126 = -4936464.164270
  nChanged 21
		SP:Iteration 48Q (63031.560000 sec): 3 clusters
  Score: Raw -4941600.984298 + Penalty 5132.344126 = -4936468.640171
  nChanged 30
		SP:Iteration 49Q (63031.880000 sec): 3 clusters
  Score: Raw -4941607.509573 + Penalty 5132.344126 = -4936475.165447
  nChanged 35
		SP:Iteration 50Q (63032.270000 sec): 3 clusters
  Score: Raw -4941614.766781 + Penalty 5132.344126 = -4936482.422655
  nChanged 28
		SP:Iteration 51Q (63032.670000 sec): 3 clusters
  Score: Raw -4941621.600165 + Penalty 5132.344126 = -4936489.256039
  nChanged 30
		SP:Iteration 52Q (63033.000000 sec): 3 clusters
  Score: Raw -4941628.941979 + Penalty 5132.344126 = -4936496.597853
  nChanged 25
		SP:Iteration 53Q (63033.440000 sec): 3 clusters
  Score: Raw -4941635.040774 + Penalty 5132.344126 = -4936502.696648
  nChanged 24
		SP:Iteration 54Q (63033.840000 sec): 3 clusters
  Score: Raw -4941640.165751 + Penalty 5132.344126 = -4936507.821625
  nChanged 18
		SP:Iteration 55Q (63034.200000 sec): 3 clusters
  Score: Raw -4941643.616726 + Penalty 5132.344126 = -4936511.272600
  nChanged 14
		SP:Iteration 56Q (63034.560000 sec): 3 clusters
  Score: Raw -4941647.449519 + Penalty 5132.344126 = -4936515.105392
  nChanged 16
		SP:Iteration 57Q (63034.960000 sec): 3 clusters
  Score: Raw -4941651.186300 + Penalty 5132.344126 = -4936518.842173
  nChanged 18
		SP:Iteration 58Q (63035.290000 sec): 3 clusters
  Score: Raw -4941654.913983 + Penalty 5132.344126 = -4936522.569857
  nChanged 17
		SP:Iteration 59Q (63035.660000 sec): 3 clusters
  Score: Raw -4941658.223042 + Penalty 5132.344126 = -4936525.878915
  nChanged 17
		SP:Iteration 60F (63036.090000 sec): 3 clusters
  Score: Raw -4941661.893869 + Penalty 5132.344126 = -4936529.549742
  nChanged 21
		SP:Iteration 61Q (63036.490000 sec): 3 clusters
  Score: Raw -4941666.176462 + Penalty 5132.344126 = -4936533.832335
  nChanged 11
		SP:Iteration 62Q (63036.890000 sec): 3 clusters
  Score: Raw -4941668.273161 + Penalty 5132.344126 = -4936535.929035
  nChanged 13
		SP:Iteration 63Q (63037.250000 sec): 3 clusters
  Score: Raw -4941670.649979 + Penalty 5132.344126 = -4936538.305853
  nChanged 19
		SP:Iteration 64Q (63037.720000 sec): 3 clusters
  Score: Raw -4941674.204701 + Penalty 5132.344126 = -4936541.860575
  nChanged 12
		SP:Iteration 65Q (63038.120000 sec): 3 clusters
  Score: Raw -4941676.720236 + Penalty 5132.344126 = -4936544.376110
  nChanged 13
		SP:Iteration 66Q (63038.550000 sec): 3 clusters
  Score: Raw -4941679.312265 + Penalty 5132.344126 = -4936546.968139
  nChanged 14
		SP:Iteration 67Q (63038.940000 sec): 3 clusters
  Score: Raw -4941681.374406 + Penalty 5132.344126 = -4936549.030280
  nChanged 11
		SP:Iteration 68Q (63039.320000 sec): 3 clusters
  Score: Raw -4941683.052962 + Penalty 5132.344126 = -4936550.708835
  nChanged 12
		SP:Iteration 69Q (63039.710000 sec): 3 clusters
  Score: Raw -4941685.202592 + Penalty 5132.344126 = -4936552.858465
  nChanged 13
		SP:Iteration 70Q (63040.110000 sec): 3 clusters
  Score: Raw -4941687.431327 + Penalty 5132.344126 = -4936555.087201
  nChanged 11
		SP:Iteration 71Q (63040.510000 sec): 3 clusters
  Score: Raw -4941689.153175 + Penalty 5132.344126 = -4936556.809048
  nChanged 2
		SP:Iteration 72Q (63040.850000 sec): 3 clusters
  Score: Raw -4941689.560476 + Penalty 5132.344126 = -4936557.216349
  nChanged 6
		SP:Iteration 73Q (63041.220000 sec): 3 clusters
  Score: Raw -4941690.500557 + Penalty 5132.344126 = -4936558.156431
  nChanged 4
		SP:Iteration 74Q (63041.600000 sec): 3 clusters
  Score: Raw -4941691.258393 + Penalty 5132.344126 = -4936558.914266
  nChanged 4
		SP:Iteration 75Q (63041.970000 sec): 3 clusters
  Score: Raw -4941691.635873 + Penalty 5132.344126 = -4936559.291747
  nChanged 3
		SP:Iteration 76Q (63042.350000 sec): 3 clusters
  Score: Raw -4941691.941690 + Penalty 5132.344126 = -4936559.597564
  nChanged 2
		SP:Iteration 77Q (63042.720000 sec): 3 clusters
  Score: Raw -4941692.117339 + Penalty 5132.344126 = -4936559.773212
  nChanged 1
		SP:Iteration 78Q (63043.160000 sec): 3 clusters
  Score: Raw -4941692.253546 + Penalty 5132.344126 = -4936559.909419
  nChanged 1
		SP:Iteration 79Q (63043.510000 sec): 3 clusters
  Score: Raw -4941692.536807 + Penalty 5132.344126 = -4936560.192680
  nChanged 3
		SP:Iteration 80F (63043.920000 sec): 3 clusters
  Score: Raw -4941692.873003 + Penalty 5132.344126 = -4936560.528877
  nChanged 3
		SP:Iteration 81Q (63044.310000 sec): 3 clusters
  Score: Raw -4941693.191662 + Penalty 5132.344126 = -4936560.847535
  nChanged 2
		SP:Iteration 82Q (63044.700000 sec): 3 clusters
  Score: Raw -4941693.529512 + Penalty 5132.344126 = -4936561.185386
  nChanged 4
		SP:Iteration 83Q (63045.070000 sec): 3 clusters
  Score: Raw -4941694.143633 + Penalty 5132.344126 = -4936561.799506
  nChanged 2
		SP:Iteration 84Q (63045.490000 sec): 3 clusters
  Score: Raw -4941694.552071 + Penalty 5132.344126 = -4936562.207944
  nChanged 2
		SP:Iteration 85Q (63045.880000 sec): 3 clusters
  Score: Raw -4941694.826133 + Penalty 5132.344126 = -4936562.482006
  nChanged 3
		SP:Iteration 86Q (63046.300000 sec): 3 clusters
  Score: Raw -4941695.413643 + Penalty 5132.344126 = -4936563.069516
  nChanged 4
		SP:Iteration 87Q (63046.750000 sec): 3 clusters
  Score: Raw -4941696.032598 + Penalty 5132.344126 = -4936563.688472
  nChanged 2
		SP:Iteration 88Q (63047.140000 sec): 3 clusters
  Score: Raw -4941696.313104 + Penalty 5132.344126 = -4936563.968978
  nChanged 0
		SP:Iteration 89F (63047.590000 sec): 3 clusters
  Score: Raw -4941696.313104 + Penalty 5132.344126 = -4936563.968978
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (21487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63047.820000 sec): 2 clusters
  Score: Raw -3429641.048961 + Penalty 2473.850438 = -3427167.198523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63048.320000 sec): 3 clusters
  Score: Raw -3417111.377126 + Penalty 4947.700877 = -3412163.676250
  nChanged 9497
		SP:Iteration 1F (63048.600000 sec): 3 clusters
  Score: Raw -3422463.044327 + Penalty 4947.700877 = -3417515.343451
  nChanged 1455
		SP:Iteration 2F (63048.960000 sec): 3 clusters
  Score: Raw -3423296.046237 + Penalty 4947.700877 = -3418348.345361
  nChanged 1492
		SP:Iteration 3F (63049.330000 sec): 3 clusters
  Score: Raw -3424272.144311 + Penalty 4947.700877 = -3419324.443435
  nChanged 1566
		SP:Iteration 4F (63049.730000 sec): 3 clusters
  Score: Raw -3425349.099024 + Penalty 4947.700877 = -3420401.398147
  nChanged 1442
		SP:Iteration 5F (63050.090000 sec): 3 clusters
  Score: Raw -3426221.839449 + Penalty 4947.700877 = -3421274.138572
  nChanged 1210
		SP:Iteration 6F (63050.490000 sec): 3 clusters
  Score: Raw -3426851.614904 + Penalty 4947.700877 = -3421903.914027
  nChanged 913
		SP:Iteration 7Q (63050.880000 sec): 3 clusters
  Score: Raw -3427247.325773 + Penalty 4947.700877 = -3422299.624896
  nChanged 687
		SP:Iteration 8Q (63051.170000 sec): 3 clusters
  Score: Raw -3427497.213003 + Penalty 4947.700877 = -3422549.512126
  nChanged 550
		SP:Iteration 9Q (63051.490000 sec): 3 clusters
  Score: Raw -3427684.247096 + Penalty 4947.700877 = -3422736.546220
  nChanged 443
		SP:Iteration 10Q (63051.790000 sec): 3 clusters
  Score: Raw -3427831.408627 + Penalty 4947.700877 = -3422883.707751
  nChanged 418
		SP:Iteration 11Q (63052.140000 sec): 3 clusters
  Score: Raw -3427972.996374 + Penalty 4947.700877 = -3423025.295498
  nChanged 362
		SP:Iteration 12Q (63052.480000 sec): 3 clusters
  Score: Raw -3428108.245091 + Penalty 4947.700877 = -3423160.544215
  nChanged 393
		SP:Iteration 13Q (63052.880000 sec): 3 clusters
  Score: Raw -3428267.933614 + Penalty 4947.700877 = -3423320.232738
  nChanged 422
		SP:Iteration 14Q (63053.230000 sec): 3 clusters
  Score: Raw -3428447.296624 + Penalty 4947.700877 = -3423499.595747
  nChanged 402
		SP:Iteration 15Q (63053.570000 sec): 3 clusters
  Score: Raw -3428628.307296 + Penalty 4947.700877 = -3423680.606419
  nChanged 417
		SP:Iteration 16Q (63053.940000 sec): 3 clusters
  Score: Raw -3428815.088424 + Penalty 4947.700877 = -3423867.387547
  nChanged 387
		SP:Iteration 17Q (63054.290000 sec): 3 clusters
  Score: Raw -3428987.350752 + Penalty 4947.700877 = -3424039.649875
  nChanged 366
		SP:Iteration 18Q (63054.620000 sec): 3 clusters
  Score: Raw -3429150.366466 + Penalty 4947.700877 = -3424202.665589
  nChanged 320
		SP:Iteration 19Q (63054.960000 sec): 3 clusters
  Score: Raw -3429297.001036 + Penalty 4947.700877 = -3424349.300159
  nChanged 290
		SP:Iteration 20F (63055.320000 sec): 3 clusters
  Score: Raw -3429427.907422 + Penalty 4947.700877 = -3424480.206546
  nChanged 252
		SP:Iteration 21Q (63055.590000 sec): 3 clusters
  Score: Raw -3429544.979284 + Penalty 4947.700877 = -3424597.278407
  nChanged 229
		SP:Iteration 22Q (63055.940000 sec): 3 clusters
  Score: Raw -3429647.219095 + Penalty 4947.700877 = -3424699.518218
  nChanged 179
		SP:Iteration 23Q (63056.300000 sec): 3 clusters
  Score: Raw -3429723.444805 + Penalty 4947.700877 = -3424775.743928
  nChanged 140
		SP:Iteration 24Q (63056.630000 sec): 3 clusters
  Score: Raw -3429778.218906 + Penalty 4947.700877 = -3424830.518029
  nChanged 106
		SP:Iteration 25Q (63057.010000 sec): 3 clusters
  Score: Raw -3429825.712877 + Penalty 4947.700877 = -3424878.012000
  nChanged 97
		SP:Iteration 26Q (63057.410000 sec): 3 clusters
  Score: Raw -3429865.330302 + Penalty 4947.700877 = -3424917.629425
  nChanged 83
		SP:Iteration 27Q (63057.740000 sec): 3 clusters
  Score: Raw -3429894.679009 + Penalty 4947.700877 = -3424946.978132
  nChanged 62
		SP:Iteration 28Q (63058.150000 sec): 3 clusters
  Score: Raw -3429916.590494 + Penalty 4947.700877 = -3424968.889617
  nChanged 48
		SP:Iteration 29Q (63058.520000 sec): 3 clusters
  Score: Raw -3429933.071478 + Penalty 4947.700877 = -3424985.370602
  nChanged 45
		SP:Iteration 30Q (63058.860000 sec): 3 clusters
  Score: Raw -3429950.440496 + Penalty 4947.700877 = -3425002.739620
  nChanged 35
		SP:Iteration 31Q (63059.200000 sec): 3 clusters
  Score: Raw -3429962.960326 + Penalty 4947.700877 = -3425015.259449
  nChanged 38
		SP:Iteration 32Q (63059.590000 sec): 3 clusters
  Score: Raw -3429977.627442 + Penalty 4947.700877 = -3425029.926566
  nChanged 28
		SP:Iteration 33Q (63059.950000 sec): 3 clusters
  Score: Raw -3429988.699631 + Penalty 4947.700877 = -3425040.998755
  nChanged 31
		SP:Iteration 34Q (63060.230000 sec): 3 clusters
  Score: Raw -3429998.641596 + Penalty 4947.700877 = -3425050.940719
  nChanged 24
		SP:Iteration 35Q (63060.590000 sec): 3 clusters
  Score: Raw -3430008.106601 + Penalty 4947.700877 = -3425060.405725
  nChanged 24
		SP:Iteration 36Q (63060.910000 sec): 3 clusters
  Score: Raw -3430015.281166 + Penalty 4947.700877 = -3425067.580289
  nChanged 14
		SP:Iteration 37Q (63061.310000 sec): 3 clusters
  Score: Raw -3430019.891945 + Penalty 4947.700877 = -3425072.191068
  nChanged 14
		SP:Iteration 38Q (63061.590000 sec): 3 clusters
  Score: Raw -3430025.435087 + Penalty 4947.700877 = -3425077.734211
  nChanged 17
		SP:Iteration 39Q (63061.980000 sec): 3 clusters
  Score: Raw -3430032.319508 + Penalty 4947.700877 = -3425084.618632
  nChanged 14
		SP:Iteration 40F (63062.290000 sec): 3 clusters
  Score: Raw -3430038.898162 + Penalty 4947.700877 = -3425091.197286
  nChanged 18
		SP:Iteration 41Q (63062.620000 sec): 3 clusters
  Score: Raw -3430045.785459 + Penalty 4947.700877 = -3425098.084582
  nChanged 8
		SP:Iteration 42Q (63062.920000 sec): 3 clusters
  Score: Raw -3430048.692488 + Penalty 4947.700877 = -3425100.991612
  nChanged 6
		SP:Iteration 43Q (63063.260000 sec): 3 clusters
  Score: Raw -3430050.568423 + Penalty 4947.700877 = -3425102.867546
  nChanged 5
		SP:Iteration 44Q (63063.640000 sec): 3 clusters
  Score: Raw -3430052.092055 + Penalty 4947.700877 = -3425104.391178
  nChanged 5
		SP:Iteration 45Q (63063.980000 sec): 3 clusters
  Score: Raw -3430053.846219 + Penalty 4947.700877 = -3425106.145343
  nChanged 5
		SP:Iteration 46Q (63064.310000 sec): 3 clusters
  Score: Raw -3430055.836195 + Penalty 4947.700877 = -3425108.135319
  nChanged 11
		SP:Iteration 47Q (63064.590000 sec): 3 clusters
  Score: Raw -3430059.701429 + Penalty 4947.700877 = -3425112.000553
  nChanged 9
		SP:Iteration 48Q (63064.970000 sec): 3 clusters
  Score: Raw -3430064.015059 + Penalty 4947.700877 = -3425116.314183
  nChanged 11
		SP:Iteration 49Q (63065.350000 sec): 3 clusters
  Score: Raw -3430069.048686 + Penalty 4947.700877 = -3425121.347809
  nChanged 14
		SP:Iteration 50Q (63065.690000 sec): 3 clusters
  Score: Raw -3430074.680619 + Penalty 4947.700877 = -3425126.979742
  nChanged 12
		SP:Iteration 51Q (63066.040000 sec): 3 clusters
  Score: Raw -3430080.230032 + Penalty 4947.700877 = -3425132.529156
  nChanged 9
		SP:Iteration 52Q (63066.380000 sec): 3 clusters
  Score: Raw -3430083.553458 + Penalty 4947.700877 = -3425135.852581
  nChanged 8
		SP:Iteration 53Q (63066.760000 sec): 3 clusters
  Score: Raw -3430086.715463 + Penalty 4947.700877 = -3425139.014587
  nChanged 6
		SP:Iteration 54Q (63067.090000 sec): 3 clusters
  Score: Raw -3430089.040811 + Penalty 4947.700877 = -3425141.339934
  nChanged 5
		SP:Iteration 55Q (63067.460000 sec): 3 clusters
  Score: Raw -3430090.998756 + Penalty 4947.700877 = -3425143.297880
  nChanged 4
		SP:Iteration 56Q (63067.800000 sec): 3 clusters
  Score: Raw -3430091.981468 + Penalty 4947.700877 = -3425144.280591
  nChanged 3
		SP:Iteration 57Q (63068.090000 sec): 3 clusters
  Score: Raw -3430092.586185 + Penalty 4947.700877 = -3425144.885309
  nChanged 1
		SP:Iteration 58Q (63068.400000 sec): 3 clusters
  Score: Raw -3430093.026866 + Penalty 4947.700877 = -3425145.325989
  nChanged 0
		SP:Iteration 59F (63068.660000 sec): 3 clusters
  Score: Raw -3430093.026866 + Penalty 4947.700877 = -3425145.325989
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (2974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63068.750000 sec): 2 clusters
  Score: Raw -447786.815695 + Penalty 1983.420456 = -445803.395239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63068.820000 sec): 3 clusters
  Score: Raw -446498.874370 + Penalty 3966.840911 = -442532.033459
  nChanged 1059
		SP:Iteration 1F (63068.980000 sec): 3 clusters
  Score: Raw -447263.875786 + Penalty 3966.840911 = -443297.034875
  nChanged 240
		SP:Iteration 2F (63069.060000 sec): 3 clusters
  Score: Raw -447452.640778 + Penalty 3966.840911 = -443485.799867
  nChanged 152
		SP:Iteration 3F (63069.250000 sec): 3 clusters
  Score: Raw -447583.810957 + Penalty 3966.840911 = -443616.970046
  nChanged 119
		SP:Iteration 4Q (63069.490000 sec): 3 clusters
  Score: Raw -447669.428217 + Penalty 3966.840911 = -443702.587306
  nChanged 89
		SP:Iteration 5Q (63069.650000 sec): 3 clusters
  Score: Raw -447741.074721 + Penalty 3966.840911 = -443774.233810
  nChanged 79
		SP:Iteration 6Q (63069.800000 sec): 3 clusters
  Score: Raw -447804.839240 + Penalty 3966.840911 = -443837.998329
  nChanged 70
		SP:Iteration 7Q (63069.930000 sec): 3 clusters
  Score: Raw -447850.013848 + Penalty 3966.840911 = -443883.172937
  nChanged 56
		SP:Iteration 8Q (63070.060000 sec): 3 clusters
  Score: Raw -447888.714323 + Penalty 3966.840911 = -443921.873412
  nChanged 44
		SP:Iteration 9Q (63070.260000 sec): 3 clusters
  Score: Raw -447918.977379 + Penalty 3966.840911 = -443952.136468
  nChanged 40
		SP:Iteration 10Q (63070.420000 sec): 3 clusters
  Score: Raw -447956.469130 + Penalty 3966.840911 = -443989.628219
  nChanged 49
		SP:Iteration 11Q (63070.580000 sec): 3 clusters
  Score: Raw -447993.312560 + Penalty 3966.840911 = -444026.471649
  nChanged 61
		SP:Iteration 12Q (63070.740000 sec): 3 clusters
  Score: Raw -448038.834646 + Penalty 3966.840911 = -444071.993735
  nChanged 50
		SP:Iteration 13Q (63070.930000 sec): 3 clusters
  Score: Raw -448066.384737 + Penalty 3966.840911 = -444099.543826
  nChanged 37
		SP:Iteration 14Q (63071.090000 sec): 3 clusters
  Score: Raw -448094.518166 + Penalty 3966.840911 = -444127.677255
  nChanged 37
		SP:Iteration 15Q (63071.230000 sec): 3 clusters
  Score: Raw -448119.148498 + Penalty 3966.840911 = -444152.307587
  nChanged 32
		SP:Iteration 16Q (63071.430000 sec): 3 clusters
  Score: Raw -448146.729011 + Penalty 3966.840911 = -444179.888100
  nChanged 34
		SP:Iteration 17Q (63071.560000 sec): 3 clusters
  Score: Raw -448164.869912 + Penalty 3966.840911 = -444198.029001
  nChanged 29
		SP:Iteration 18Q (63071.660000 sec): 3 clusters
  Score: Raw -448181.664306 + Penalty 3966.840911 = -444214.823395
  nChanged 23
		SP:Iteration 19Q (63071.820000 sec): 3 clusters
  Score: Raw -448195.246922 + Penalty 3966.840911 = -444228.406011
  nChanged 21
		SP:Iteration 20F (63071.980000 sec): 3 clusters
  Score: Raw -448205.321443 + Penalty 3966.840911 = -444238.480532
  nChanged 15
		SP:Iteration 21Q (63072.140000 sec): 3 clusters
  Score: Raw -448213.668868 + Penalty 3966.840911 = -444246.827957
  nChanged 16
		SP:Iteration 22Q (63072.310000 sec): 3 clusters
  Score: Raw -448221.817518 + Penalty 3966.840911 = -444254.976607
  nChanged 11
		SP:Iteration 23Q (63072.420000 sec): 3 clusters
  Score: Raw -448229.862872 + Penalty 3966.840911 = -444263.021961
  nChanged 15
		SP:Iteration 24Q (63072.600000 sec): 3 clusters
  Score: Raw -448237.524192 + Penalty 3966.840911 = -444270.683281
  nChanged 12
		SP:Iteration 25Q (63072.780000 sec): 3 clusters
  Score: Raw -448241.313090 + Penalty 3966.840911 = -444274.472179
  nChanged 11
		SP:Iteration 26Q (63072.950000 sec): 3 clusters
  Score: Raw -448245.220531 + Penalty 3966.840911 = -444278.379620
  nChanged 13
		SP:Iteration 27Q (63073.150000 sec): 3 clusters
  Score: Raw -448252.894213 + Penalty 3966.840911 = -444286.053302
  nChanged 14
		SP:Iteration 28Q (63073.350000 sec): 3 clusters
  Score: Raw -448260.256404 + Penalty 3966.840911 = -444293.415493
  nChanged 14
		SP:Iteration 29Q (63073.560000 sec): 3 clusters
  Score: Raw -448267.472796 + Penalty 3966.840911 = -444300.631885
  nChanged 8
		SP:Iteration 30Q (63073.760000 sec): 3 clusters
  Score: Raw -448270.588421 + Penalty 3966.840911 = -444303.747510
  nChanged 3
		SP:Iteration 31Q (63073.910000 sec): 3 clusters
  Score: Raw -448271.988200 + Penalty 3966.840911 = -444305.147289
  nChanged 5
		SP:Iteration 32Q (63074.060000 sec): 3 clusters
  Score: Raw -448274.132975 + Penalty 3966.840911 = -444307.292064
  nChanged 7
		SP:Iteration 33Q (63074.260000 sec): 3 clusters
  Score: Raw -448278.636925 + Penalty 3966.840911 = -444311.796014
  nChanged 9
		SP:Iteration 34Q (63074.450000 sec): 3 clusters
  Score: Raw -448282.381094 + Penalty 3966.840911 = -444315.540183
  nChanged 7
		SP:Iteration 35Q (63074.630000 sec): 3 clusters
  Score: Raw -448286.440961 + Penalty 3966.840911 = -444319.600050
  nChanged 7
		SP:Iteration 36Q (63074.850000 sec): 3 clusters
  Score: Raw -448292.028634 + Penalty 3966.840911 = -444325.187723
  nChanged 12
		SP:Iteration 37Q (63074.950000 sec): 3 clusters
  Score: Raw -448298.184393 + Penalty 3966.840911 = -444331.343482
  nChanged 13
		SP:Iteration 38Q (63075.170000 sec): 3 clusters
  Score: Raw -448304.621769 + Penalty 3966.840911 = -444337.780858
  nChanged 11
		SP:Iteration 39Q (63075.380000 sec): 3 clusters
  Score: Raw -448308.852155 + Penalty 3966.840911 = -444342.011244
  nChanged 7
		SP:Iteration 40F (63075.590000 sec): 3 clusters
  Score: Raw -448311.920952 + Penalty 3966.840911 = -444345.080041
  nChanged 7
		SP:Iteration 41Q (63075.770000 sec): 3 clusters
  Score: Raw -448315.899724 + Penalty 3966.840911 = -444349.058813
  nChanged 5
		SP:Iteration 42Q (63075.990000 sec): 3 clusters
  Score: Raw -448317.427813 + Penalty 3966.840911 = -444350.586902
  nChanged 3
		SP:Iteration 43Q (63076.190000 sec): 3 clusters
  Score: Raw -448318.546552 + Penalty 3966.840911 = -444351.705641
  nChanged 4
		SP:Iteration 44Q (63076.390000 sec): 3 clusters
  Score: Raw -448321.313607 + Penalty 3966.840911 = -444354.472696
  nChanged 11
		SP:Iteration 45Q (63076.590000 sec): 3 clusters
  Score: Raw -448326.724431 + Penalty 3966.840911 = -444359.883520
  nChanged 10
		SP:Iteration 46Q (63076.770000 sec): 3 clusters
  Score: Raw -448332.343857 + Penalty 3966.840911 = -444365.502946
  nChanged 9
		SP:Iteration 47Q (63076.960000 sec): 3 clusters
  Score: Raw -448335.752707 + Penalty 3966.840911 = -444368.911796
  nChanged 7
		SP:Iteration 48Q (63077.110000 sec): 3 clusters
  Score: Raw -448337.958361 + Penalty 3966.840911 = -444371.117450
  nChanged 3
		SP:Iteration 49Q (63077.290000 sec): 3 clusters
  Score: Raw -448338.963996 + Penalty 3966.840911 = -444372.123085
  nChanged 1
		SP:Iteration 50Q (63077.490000 sec): 3 clusters
  Score: Raw -448339.512179 + Penalty 3966.840911 = -444372.671268
  nChanged 2
		SP:Iteration 51Q (63077.650000 sec): 3 clusters
  Score: Raw -448340.061072 + Penalty 3966.840911 = -444373.220161
  nChanged 1
		SP:Iteration 52Q (63077.820000 sec): 3 clusters
  Score: Raw -448340.578397 + Penalty 3966.840911 = -444373.737486
  nChanged 2
		SP:Iteration 53Q (63077.970000 sec): 3 clusters
  Score: Raw -448341.343447 + Penalty 3966.840911 = -444374.502536
  nChanged 0
		SP:Iteration 54F (63078.140000 sec): 3 clusters
  Score: Raw -448341.343447 + Penalty 3966.840911 = -444374.502536
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (230088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63079.680000 sec): 2 clusters
  Score: Raw -36790250.186218 + Penalty 3061.861847 = -36787188.324372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63081.640000 sec): 3 clusters
  Score: Raw -36638828.111173 + Penalty 6123.723693 = -36632704.387480
  nChanged 110993
		SP:Iteration 1F (63083.400000 sec): 3 clusters
  Score: Raw -36704976.492852 + Penalty 6123.723693 = -36698852.769159
  nChanged 7717
		SP:Iteration 2Q (63085.450000 sec): 3 clusters
  Score: Raw -36707229.380249 + Penalty 6123.723693 = -36701105.656555
  nChanged 9033
		SP:Iteration 3Q (63087.870000 sec): 3 clusters
  Score: Raw -36710577.620129 + Penalty 6123.723693 = -36704453.896436
  nChanged 11097
		SP:Iteration 4Q (63090.100000 sec): 3 clusters
  Score: Raw -36716046.815918 + Penalty 6123.723693 = -36709923.092225
  nChanged 13793
		SP:Iteration 5F (63092.050000 sec): 3 clusters
  Score: Raw -36724446.137164 + Penalty 6123.723693 = -36718322.413471
  nChanged 16194
		SP:Iteration 6F (63094.100000 sec): 3 clusters
  Score: Raw -36736231.091312 + Penalty 6123.723693 = -36730107.367618
  nChanged 17177
		SP:Iteration 7F (63096.150000 sec): 3 clusters
  Score: Raw -36750366.993485 + Penalty 6123.723693 = -36744243.269792
  nChanged 16115
		SP:Iteration 8F (63098.230000 sec): 3 clusters
  Score: Raw -36764609.950378 + Penalty 6123.723693 = -36758486.226685
  nChanged 12775
		SP:Iteration 9F (63099.920000 sec): 3 clusters
  Score: Raw -36776127.092743 + Penalty 6123.723693 = -36770003.369050
  nChanged 8441
		SP:Iteration 10Q (63101.650000 sec): 3 clusters
  Score: Raw -36783589.737824 + Penalty 6123.723693 = -36777466.014131
  nChanged 4542
		SP:Iteration 11Q (63103.300000 sec): 3 clusters
  Score: Raw -36787513.845965 + Penalty 6123.723693 = -36781390.122272
  nChanged 2253
		SP:Iteration 12Q (63105.120000 sec): 3 clusters
  Score: Raw -36789425.226408 + Penalty 6123.723693 = -36783301.502714
  nChanged 1158
		SP:Iteration 13Q (63106.780000 sec): 3 clusters
  Score: Raw -36790395.184392 + Penalty 6123.723693 = -36784271.460699
  nChanged 700
		SP:Iteration 14Q (63108.550000 sec): 3 clusters
  Score: Raw -36790977.620540 + Penalty 6123.723693 = -36784853.896847
  nChanged 482
		SP:Iteration 15Q (63110.200000 sec): 3 clusters
  Score: Raw -36791331.040613 + Penalty 6123.723693 = -36785207.316919
  nChanged 370
		SP:Iteration 16Q (63111.950000 sec): 3 clusters
  Score: Raw -36791594.680899 + Penalty 6123.723693 = -36785470.957206
  nChanged 296
		SP:Iteration 17Q (63113.820000 sec): 3 clusters
  Score: Raw -36791777.969086 + Penalty 6123.723693 = -36785654.245393
  nChanged 203
		SP:Iteration 18Q (63115.480000 sec): 3 clusters
  Score: Raw -36791887.844922 + Penalty 6123.723693 = -36785764.121228
  nChanged 164
		SP:Iteration 19Q (63117.270000 sec): 3 clusters
  Score: Raw -36791968.805659 + Penalty 6123.723693 = -36785845.081966
  nChanged 143
		SP:Iteration 20F (63118.990000 sec): 3 clusters
  Score: Raw -36792040.604524 + Penalty 6123.723693 = -36785916.880831
  nChanged 110
		SP:Iteration 21Q (63120.630000 sec): 3 clusters
  Score: Raw -36792089.815985 + Penalty 6123.723693 = -36785966.092291
  nChanged 102
		SP:Iteration 22Q (63122.360000 sec): 3 clusters
  Score: Raw -36792135.783196 + Penalty 6123.723693 = -36786012.059503
  nChanged 105
		SP:Iteration 23Q (63124.110000 sec): 3 clusters
  Score: Raw -36792176.831514 + Penalty 6123.723693 = -36786053.107821
  nChanged 76
		SP:Iteration 24Q (63126.110000 sec): 3 clusters
  Score: Raw -36792207.468577 + Penalty 6123.723693 = -36786083.744884
  nChanged 58
		SP:Iteration 25Q (63127.970000 sec): 3 clusters
  Score: Raw -36792227.601920 + Penalty 6123.723693 = -36786103.878227
  nChanged 44
		SP:Iteration 26Q (63129.680000 sec): 3 clusters
  Score: Raw -36792240.261376 + Penalty 6123.723693 = -36786116.537682
  nChanged 47
		SP:Iteration 27Q (63131.360000 sec): 3 clusters
  Score: Raw -36792252.139946 + Penalty 6123.723693 = -36786128.416253
  nChanged 31
		SP:Iteration 28Q (63133.000000 sec): 3 clusters
  Score: Raw -36792258.345809 + Penalty 6123.723693 = -36786134.622116
  nChanged 21
		SP:Iteration 29Q (63134.760000 sec): 3 clusters
  Score: Raw -36792262.689890 + Penalty 6123.723693 = -36786138.966197
  nChanged 22
		SP:Iteration 30Q (63136.460000 sec): 3 clusters
  Score: Raw -36792266.427844 + Penalty 6123.723693 = -36786142.704150
  nChanged 13
		SP:Iteration 31Q (63138.100000 sec): 3 clusters
  Score: Raw -36792268.628818 + Penalty 6123.723693 = -36786144.905124
  nChanged 6
		SP:Iteration 32Q (63139.800000 sec): 3 clusters
  Score: Raw -36792269.723245 + Penalty 6123.723693 = -36786145.999552
  nChanged 3
		SP:Iteration 33Q (63141.550000 sec): 3 clusters
  Score: Raw -36792270.239368 + Penalty 6123.723693 = -36786146.515675
  nChanged 3
		SP:Iteration 34Q (63143.240000 sec): 3 clusters
  Score: Raw -36792270.765585 + Penalty 6123.723693 = -36786147.041891
  nChanged 4
		SP:Iteration 35Q (63144.920000 sec): 3 clusters
  Score: Raw -36792271.527889 + Penalty 6123.723693 = -36786147.804196
  nChanged 5
		SP:Iteration 36Q (63146.530000 sec): 3 clusters
  Score: Raw -36792272.523348 + Penalty 6123.723693 = -36786148.799654
  nChanged 6
		SP:Iteration 37Q (63148.110000 sec): 3 clusters
  Score: Raw -36792273.202081 + Penalty 6123.723693 = -36786149.478388
  nChanged 4
		SP:Iteration 38Q (63149.860000 sec): 3 clusters
  Score: Raw -36792273.876387 + Penalty 6123.723693 = -36786150.152694
  nChanged 3
		SP:Iteration 39Q (63151.490000 sec): 3 clusters
  Score: Raw -36792274.335731 + Penalty 6123.723693 = -36786150.612038
  nChanged 3
		SP:Iteration 40F (63153.130000 sec): 3 clusters
  Score: Raw -36792274.760207 + Penalty 6123.723693 = -36786151.036514
  nChanged 2
		SP:Iteration 41Q (63154.820000 sec): 3 clusters
  Score: Raw -36792275.008636 + Penalty 6123.723693 = -36786151.284943
  nChanged 3
		SP:Iteration 42Q (63156.510000 sec): 3 clusters
  Score: Raw -36792275.419929 + Penalty 6123.723693 = -36786151.696236
  nChanged 3
		SP:Iteration 43Q (63158.240000 sec): 3 clusters
  Score: Raw -36792276.012488 + Penalty 6123.723693 = -36786152.288795
  nChanged 4
		SP:Iteration 44Q (63159.770000 sec): 3 clusters
  Score: Raw -36792276.512236 + Penalty 6123.723693 = -36786152.788543
  nChanged 6
		SP:Iteration 45Q (63161.420000 sec): 3 clusters
  Score: Raw -36792277.258031 + Penalty 6123.723693 = -36786153.534338
  nChanged 5
		SP:Iteration 46Q (63163.050000 sec): 3 clusters
  Score: Raw -36792278.055056 + Penalty 6123.723693 = -36786154.331363
  nChanged 1
		SP:Iteration 47Q (63164.720000 sec): 3 clusters
  Score: Raw -36792278.145043 + Penalty 6123.723693 = -36786154.421349
  nChanged 0
		SP:Iteration 48F (63166.410000 sec): 3 clusters
  Score: Raw -36792278.145043 + Penalty 6123.723693 = -36786154.421349
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (9908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63166.710000 sec): 2 clusters
  Score: Raw -1517418.610115 + Penalty 2281.872252 = -1515136.737863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63166.950000 sec): 3 clusters
  Score: Raw -1512048.897683 + Penalty 4563.744504 = -1507485.153179
  nChanged 4181
		SP:Iteration 1F (63167.210000 sec): 3 clusters
  Score: Raw -1514272.088787 + Penalty 4563.744504 = -1509708.344283
  nChanged 697
		SP:Iteration 2F (63167.450000 sec): 3 clusters
  Score: Raw -1514628.784798 + Penalty 4563.744504 = -1510065.040294
  nChanged 596
		SP:Iteration 3F (63167.710000 sec): 3 clusters
  Score: Raw -1514958.340476 + Penalty 4563.744504 = -1510394.595972
  nChanged 548
		SP:Iteration 4F (63167.980000 sec): 3 clusters
  Score: Raw -1515301.288976 + Penalty 4563.744504 = -1510737.544471
  nChanged 557
		SP:Iteration 5F (63168.180000 sec): 3 clusters
  Score: Raw -1515665.710586 + Penalty 4563.744504 = -1511101.966082
  nChanged 547
		SP:Iteration 6F (63168.340000 sec): 3 clusters
  Score: Raw -1516068.557990 + Penalty 4563.744504 = -1511504.813486
  nChanged 533
		SP:Iteration 7F (63168.520000 sec): 3 clusters
  Score: Raw -1516473.927314 + Penalty 4563.744504 = -1511910.182810
  nChanged 527
		SP:Iteration 8F (63168.780000 sec): 3 clusters
  Score: Raw -1516866.672140 + Penalty 4563.744504 = -1512302.927636
  nChanged 434
		SP:Iteration 9Q (63168.990000 sec): 3 clusters
  Score: Raw -1517169.708330 + Penalty 4563.744504 = -1512605.963826
  nChanged 356
		SP:Iteration 10Q (63169.220000 sec): 3 clusters
  Score: Raw -1517408.866056 + Penalty 4563.744504 = -1512845.121552
  nChanged 290
		SP:Iteration 11Q (63169.470000 sec): 3 clusters
  Score: Raw -1517584.500337 + Penalty 4563.744504 = -1513020.755833
  nChanged 273
		SP:Iteration 12Q (63169.650000 sec): 3 clusters
  Score: Raw -1517763.475553 + Penalty 4563.744504 = -1513199.731049
  nChanged 264
		SP:Iteration 13Q (63169.840000 sec): 3 clusters
  Score: Raw -1517947.321053 + Penalty 4563.744504 = -1513383.576549
  nChanged 228
		SP:Iteration 14Q (63170.040000 sec): 3 clusters
  Score: Raw -1518111.777204 + Penalty 4563.744504 = -1513548.032700
  nChanged 195
		SP:Iteration 15Q (63170.280000 sec): 3 clusters
  Score: Raw -1518242.047265 + Penalty 4563.744504 = -1513678.302761
  nChanged 143
		SP:Iteration 16Q (63170.420000 sec): 3 clusters
  Score: Raw -1518331.279531 + Penalty 4563.744504 = -1513767.535027
  nChanged 101
		SP:Iteration 17Q (63170.590000 sec): 3 clusters
  Score: Raw -1518381.128664 + Penalty 4563.744504 = -1513817.384160
  nChanged 70
		SP:Iteration 18Q (63170.790000 sec): 3 clusters
  Score: Raw -1518415.521974 + Penalty 4563.744504 = -1513851.777470
  nChanged 62
		SP:Iteration 19Q (63171.000000 sec): 3 clusters
  Score: Raw -1518446.350369 + Penalty 4563.744504 = -1513882.605865
  nChanged 46
		SP:Iteration 20F (63171.200000 sec): 3 clusters
  Score: Raw -1518469.783918 + Penalty 4563.744504 = -1513906.039414
  nChanged 30
		SP:Iteration 21Q (63171.450000 sec): 3 clusters
  Score: Raw -1518483.847053 + Penalty 4563.744504 = -1513920.102549
  nChanged 26
		SP:Iteration 22Q (63171.760000 sec): 3 clusters
  Score: Raw -1518497.438101 + Penalty 4563.744504 = -1513933.693597
  nChanged 17
		SP:Iteration 23Q (63171.970000 sec): 3 clusters
  Score: Raw -1518506.068692 + Penalty 4563.744504 = -1513942.324188
  nChanged 12
		SP:Iteration 24Q (63172.200000 sec): 3 clusters
  Score: Raw -1518511.718546 + Penalty 4563.744504 = -1513947.974042
  nChanged 18
		SP:Iteration 25Q (63172.430000 sec): 3 clusters
  Score: Raw -1518518.407565 + Penalty 4563.744504 = -1513954.663060
  nChanged 9
		SP:Iteration 26Q (63172.650000 sec): 3 clusters
  Score: Raw -1518521.945093 + Penalty 4563.744504 = -1513958.200589
  nChanged 6
		SP:Iteration 27Q (63172.870000 sec): 3 clusters
  Score: Raw -1518524.515630 + Penalty 4563.744504 = -1513960.771126
  nChanged 7
		SP:Iteration 28Q (63173.080000 sec): 3 clusters
  Score: Raw -1518527.028424 + Penalty 4563.744504 = -1513963.283920
  nChanged 3
		SP:Iteration 29Q (63173.250000 sec): 3 clusters
  Score: Raw -1518528.282911 + Penalty 4563.744504 = -1513964.538407
  nChanged 1
		SP:Iteration 30Q (63173.500000 sec): 3 clusters
  Score: Raw -1518528.628440 + Penalty 4563.744504 = -1513964.883936
  nChanged 1
		SP:Iteration 31Q (63173.670000 sec): 3 clusters
  Score: Raw -1518528.950391 + Penalty 4563.744504 = -1513965.205887
  nChanged 1
		SP:Iteration 32Q (63173.980000 sec): 3 clusters
  Score: Raw -1518529.201425 + Penalty 4563.744504 = -1513965.456921
  nChanged 0
		SP:Iteration 33F (63174.160000 sec): 3 clusters
  Score: Raw -1518529.201425 + Penalty 4563.744504 = -1513965.456921
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (16795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63174.390000 sec): 2 clusters
  Score: Raw -2618529.996009 + Penalty 2412.751453 = -2616117.244556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63174.700000 sec): 3 clusters
  Score: Raw -2608949.035715 + Penalty 4825.502905 = -2604123.532810
  nChanged 7139
		SP:Iteration 1F (63175.010000 sec): 3 clusters
  Score: Raw -2612825.601384 + Penalty 4825.502905 = -2608000.098479
  nChanged 1111
		SP:Iteration 2F (63175.300000 sec): 3 clusters
  Score: Raw -2613362.041340 + Penalty 4825.502905 = -2608536.538435
  nChanged 979
		SP:Iteration 3F (63175.630000 sec): 3 clusters
  Score: Raw -2613871.478797 + Penalty 4825.502905 = -2609045.975892
  nChanged 930
		SP:Iteration 4F (63175.920000 sec): 3 clusters
  Score: Raw -2614364.385115 + Penalty 4825.502905 = -2609538.882210
  nChanged 866
		SP:Iteration 5F (63176.250000 sec): 3 clusters
  Score: Raw -2614834.825045 + Penalty 4825.502905 = -2610009.322140
  nChanged 832
		SP:Iteration 6Q (63176.590000 sec): 3 clusters
  Score: Raw -2615318.390770 + Penalty 4825.502905 = -2610492.887865
  nChanged 804
		SP:Iteration 7Q (63176.920000 sec): 3 clusters
  Score: Raw -2615801.219858 + Penalty 4825.502905 = -2610975.716953
  nChanged 782
		SP:Iteration 8Q (63177.260000 sec): 3 clusters
  Score: Raw -2616293.130870 + Penalty 4825.502905 = -2611467.627965
  nChanged 696
		SP:Iteration 9Q (63177.590000 sec): 3 clusters
  Score: Raw -2616783.169867 + Penalty 4825.502905 = -2611957.666962
  nChanged 645
		SP:Iteration 10Q (63177.890000 sec): 3 clusters
  Score: Raw -2617234.007505 + Penalty 4825.502905 = -2612408.504600
  nChanged 559
		SP:Iteration 11Q (63178.210000 sec): 3 clusters
  Score: Raw -2617606.939982 + Penalty 4825.502905 = -2612781.437076
  nChanged 446
		SP:Iteration 12Q (63178.530000 sec): 3 clusters
  Score: Raw -2617878.631663 + Penalty 4825.502905 = -2613053.128758
  nChanged 390
		SP:Iteration 13Q (63178.870000 sec): 3 clusters
  Score: Raw -2618110.356867 + Penalty 4825.502905 = -2613284.853962
  nChanged 316
		SP:Iteration 14Q (63179.170000 sec): 3 clusters
  Score: Raw -2618300.812557 + Penalty 4825.502905 = -2613475.309652
  nChanged 272
		SP:Iteration 15Q (63179.510000 sec): 3 clusters
  Score: Raw -2618468.558700 + Penalty 4825.502905 = -2613643.055795
  nChanged 224
		SP:Iteration 16Q (63179.800000 sec): 3 clusters
  Score: Raw -2618603.925629 + Penalty 4825.502905 = -2613778.422724
  nChanged 165
		SP:Iteration 17Q (63180.140000 sec): 3 clusters
  Score: Raw -2618705.412036 + Penalty 4825.502905 = -2613879.909131
  nChanged 140
		SP:Iteration 18Q (63180.440000 sec): 3 clusters
  Score: Raw -2618784.621738 + Penalty 4825.502905 = -2613959.118833
  nChanged 111
		SP:Iteration 19Q (63180.780000 sec): 3 clusters
  Score: Raw -2618846.405014 + Penalty 4825.502905 = -2614020.902109
  nChanged 87
		SP:Iteration 20F (63181.070000 sec): 3 clusters
  Score: Raw -2618891.012335 + Penalty 4825.502905 = -2614065.509430
  nChanged 69
		SP:Iteration 21Q (63181.420000 sec): 3 clusters
  Score: Raw -2618925.497765 + Penalty 4825.502905 = -2614099.994860
  nChanged 60
		SP:Iteration 22Q (63181.710000 sec): 3 clusters
  Score: Raw -2618967.178822 + Penalty 4825.502905 = -2614141.675917
  nChanged 47
		SP:Iteration 23Q (63182.050000 sec): 3 clusters
  Score: Raw -2618996.648761 + Penalty 4825.502905 = -2614171.145856
  nChanged 41
		SP:Iteration 24Q (63182.350000 sec): 3 clusters
  Score: Raw -2619026.212277 + Penalty 4825.502905 = -2614200.709372
  nChanged 29
		SP:Iteration 25Q (63182.690000 sec): 3 clusters
  Score: Raw -2619048.573943 + Penalty 4825.502905 = -2614223.071038
  nChanged 34
		SP:Iteration 26Q (63182.940000 sec): 3 clusters
  Score: Raw -2619069.333679 + Penalty 4825.502905 = -2614243.830774
  nChanged 24
		SP:Iteration 27Q (63183.240000 sec): 3 clusters
  Score: Raw -2619089.303435 + Penalty 4825.502905 = -2614263.800530
  nChanged 22
		SP:Iteration 28Q (63183.580000 sec): 3 clusters
  Score: Raw -2619103.662538 + Penalty 4825.502905 = -2614278.159633
  nChanged 17
		SP:Iteration 29Q (63183.880000 sec): 3 clusters
  Score: Raw -2619112.406503 + Penalty 4825.502905 = -2614286.903598
  nChanged 19
		SP:Iteration 30Q (63184.180000 sec): 3 clusters
  Score: Raw -2619119.897975 + Penalty 4825.502905 = -2614294.395070
  nChanged 12
		SP:Iteration 31Q (63184.470000 sec): 3 clusters
  Score: Raw -2619124.532991 + Penalty 4825.502905 = -2614299.030086
  nChanged 10
		SP:Iteration 32Q (63184.730000 sec): 3 clusters
  Score: Raw -2619127.939055 + Penalty 4825.502905 = -2614302.436150
  nChanged 4
		SP:Iteration 33Q (63184.980000 sec): 3 clusters
  Score: Raw -2619129.150758 + Penalty 4825.502905 = -2614303.647853
  nChanged 4
		SP:Iteration 34Q (63185.230000 sec): 3 clusters
  Score: Raw -2619130.537554 + Penalty 4825.502905 = -2614305.034649
  nChanged 2
		SP:Iteration 35Q (63185.490000 sec): 3 clusters
  Score: Raw -2619131.508367 + Penalty 4825.502905 = -2614306.005462
  nChanged 2
		SP:Iteration 36Q (63185.780000 sec): 3 clusters
  Score: Raw -2619132.337538 + Penalty 4825.502905 = -2614306.834633
  nChanged 2
		SP:Iteration 37Q (63186.120000 sec): 3 clusters
  Score: Raw -2619133.228112 + Penalty 4825.502905 = -2614307.725207
  nChanged 2
		SP:Iteration 38Q (63186.390000 sec): 3 clusters
  Score: Raw -2619134.032417 + Penalty 4825.502905 = -2614308.529512
  nChanged 2
		SP:Iteration 39Q (63186.690000 sec): 3 clusters
  Score: Raw -2619134.451361 + Penalty 4825.502905 = -2614308.948456
  nChanged 2
		SP:Iteration 40F (63187.030000 sec): 3 clusters
  Score: Raw -2619135.223176 + Penalty 4825.502905 = -2614309.720271
  nChanged 1
		SP:Iteration 41Q (63187.330000 sec): 3 clusters
  Score: Raw -2619135.795254 + Penalty 4825.502905 = -2614310.292349
  nChanged 1
		SP:Iteration 42Q (63187.670000 sec): 3 clusters
  Score: Raw -2619136.048222 + Penalty 4825.502905 = -2614310.545317
  nChanged 0
		SP:Iteration 43F (63187.970000 sec): 3 clusters
  Score: Raw -2619136.048222 + Penalty 4825.502905 = -2614310.545317
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (3959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63188.090000 sec): 2 clusters
  Score: Raw -618635.834312 + Penalty 2054.369193 = -616581.465119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63188.270000 sec): 3 clusters
  Score: Raw -616881.719176 + Penalty 4108.738387 = -612772.980789
  nChanged 1457
		SP:Iteration 1F (63188.450000 sec): 3 clusters
  Score: Raw -617784.068986 + Penalty 4108.738387 = -613675.330599
  nChanged 319
		SP:Iteration 2F (63188.620000 sec): 3 clusters
  Score: Raw -618014.164232 + Penalty 4108.738387 = -613905.425845
  nChanged 196
		SP:Iteration 3Q (63188.790000 sec): 3 clusters
  Score: Raw -618188.703270 + Penalty 4108.738387 = -614079.964883
  nChanged 199
		SP:Iteration 4F (63188.960000 sec): 3 clusters
  Score: Raw -618335.989091 + Penalty 4108.738387 = -614227.250705
  nChanged 145
		SP:Iteration 5Q (63189.130000 sec): 3 clusters
  Score: Raw -618453.236060 + Penalty 4108.738387 = -614344.497674
  nChanged 136
		SP:Iteration 6Q (63189.310000 sec): 3 clusters
  Score: Raw -618566.883015 + Penalty 4108.738387 = -614458.144629
  nChanged 127
		SP:Iteration 7Q (63189.480000 sec): 3 clusters
  Score: Raw -618661.267815 + Penalty 4108.738387 = -614552.529428
  nChanged 115
		SP:Iteration 8Q (63189.650000 sec): 3 clusters
  Score: Raw -618749.312190 + Penalty 4108.738387 = -614640.573804
  nChanged 114
		SP:Iteration 9Q (63189.830000 sec): 3 clusters
  Score: Raw -618822.734119 + Penalty 4108.738387 = -614713.995732
  nChanged 101
		SP:Iteration 10Q (63190.000000 sec): 3 clusters
  Score: Raw -618895.936838 + Penalty 4108.738387 = -614787.198451
  nChanged 84
		SP:Iteration 11Q (63190.170000 sec): 3 clusters
  Score: Raw -618965.355348 + Penalty 4108.738387 = -614856.616962
  nChanged 83
		SP:Iteration 12Q (63190.340000 sec): 3 clusters
  Score: Raw -619023.316023 + Penalty 4108.738387 = -614914.577637
  nChanged 71
		SP:Iteration 13Q (63190.510000 sec): 3 clusters
  Score: Raw -619080.671015 + Penalty 4108.738387 = -614971.932628
  nChanged 81
		SP:Iteration 14Q (63190.690000 sec): 3 clusters
  Score: Raw -619144.849258 + Penalty 4108.738387 = -615036.110871
  nChanged 88
		SP:Iteration 15Q (63190.900000 sec): 3 clusters
  Score: Raw -619214.742630 + Penalty 4108.738387 = -615106.004243
  nChanged 75
		SP:Iteration 16Q (63191.070000 sec): 3 clusters
  Score: Raw -619280.612354 + Penalty 4108.738387 = -615171.873968
  nChanged 83
		SP:Iteration 17Q (63191.250000 sec): 3 clusters
  Score: Raw -619351.719772 + Penalty 4108.738387 = -615242.981385
  nChanged 77
		SP:Iteration 18Q (63191.420000 sec): 3 clusters
  Score: Raw -619411.864420 + Penalty 4108.738387 = -615303.126033
  nChanged 57
		SP:Iteration 19Q (63191.590000 sec): 3 clusters
  Score: Raw -619459.522192 + Penalty 4108.738387 = -615350.783805
  nChanged 48
		SP:Iteration 20F (63191.760000 sec): 3 clusters
  Score: Raw -619487.938006 + Penalty 4108.738387 = -615379.199620
  nChanged 39
		SP:Iteration 21Q (63191.930000 sec): 3 clusters
  Score: Raw -619509.055454 + Penalty 4108.738387 = -615400.317068
  nChanged 19
		SP:Iteration 22Q (63192.110000 sec): 3 clusters
  Score: Raw -619520.199107 + Penalty 4108.738387 = -615411.460720
  nChanged 16
		SP:Iteration 23Q (63192.280000 sec): 3 clusters
  Score: Raw -619529.107402 + Penalty 4108.738387 = -615420.369015
  nChanged 18
		SP:Iteration 24Q (63192.450000 sec): 3 clusters
  Score: Raw -619536.423573 + Penalty 4108.738387 = -615427.685186
  nChanged 12
		SP:Iteration 25Q (63192.620000 sec): 3 clusters
  Score: Raw -619541.373126 + Penalty 4108.738387 = -615432.634739
  nChanged 12
		SP:Iteration 26Q (63192.800000 sec): 3 clusters
  Score: Raw -619546.104207 + Penalty 4108.738387 = -615437.365820
  nChanged 8
		SP:Iteration 27Q (63192.970000 sec): 3 clusters
  Score: Raw -619549.057573 + Penalty 4108.738387 = -615440.319187
  nChanged 4
		SP:Iteration 28Q (63193.140000 sec): 3 clusters
  Score: Raw -619550.543729 + Penalty 4108.738387 = -615441.805342
  nChanged 1
		SP:Iteration 29Q (63193.310000 sec): 3 clusters
  Score: Raw -619550.969550 + Penalty 4108.738387 = -615442.231163
  nChanged 1
		SP:Iteration 30Q (63193.490000 sec): 3 clusters
  Score: Raw -619551.195272 + Penalty 4108.738387 = -615442.456885
  nChanged 1
		SP:Iteration 31Q (63193.650000 sec): 3 clusters
  Score: Raw -619551.809417 + Penalty 4108.738387 = -615443.071031
  nChanged 2
		SP:Iteration 32Q (63193.810000 sec): 3 clusters
  Score: Raw -619552.469071 + Penalty 4108.738387 = -615443.730684
  nChanged 0
		SP:Iteration 33F (63193.960000 sec): 3 clusters
  Score: Raw -619552.469071 + Penalty 4108.738387 = -615443.730684
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (4960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63194.080000 sec): 2 clusters
  Score: Raw -710137.216741 + Penalty 2110.271933 = -708026.944809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63194.280000 sec): 3 clusters
  Score: Raw -707698.496587 + Penalty 4220.543866 = -703477.952721
  nChanged 1946
		SP:Iteration 1F (63194.440000 sec): 3 clusters
  Score: Raw -708921.733432 + Penalty 4220.543866 = -704701.189566
  nChanged 407
		SP:Iteration 2F (63194.610000 sec): 3 clusters
  Score: Raw -709231.355865 + Penalty 4220.543866 = -705010.811999
  nChanged 334
		SP:Iteration 3F (63194.770000 sec): 3 clusters
  Score: Raw -709486.891330 + Penalty 4220.543866 = -705266.347464
  nChanged 259
		SP:Iteration 4F (63194.930000 sec): 3 clusters
  Score: Raw -709680.269488 + Penalty 4220.543866 = -705459.725622
  nChanged 221
		SP:Iteration 5Q (63195.090000 sec): 3 clusters
  Score: Raw -709864.708094 + Penalty 4220.543866 = -705644.164229
  nChanged 195
		SP:Iteration 6Q (63195.250000 sec): 3 clusters
  Score: Raw -710026.429164 + Penalty 4220.543866 = -705805.885298
  nChanged 188
		SP:Iteration 7Q (63195.410000 sec): 3 clusters
  Score: Raw -710182.095509 + Penalty 4220.543866 = -705961.551643
  nChanged 176
		SP:Iteration 8Q (63195.570000 sec): 3 clusters
  Score: Raw -710317.119324 + Penalty 4220.543866 = -706096.575458
  nChanged 161
		SP:Iteration 9Q (63195.730000 sec): 3 clusters
  Score: Raw -710445.478499 + Penalty 4220.543866 = -706224.934633
  nChanged 134
		SP:Iteration 10Q (63195.890000 sec): 3 clusters
  Score: Raw -710546.705544 + Penalty 4220.543866 = -706326.161678
  nChanged 120
		SP:Iteration 11Q (63196.100000 sec): 3 clusters
  Score: Raw -710632.977795 + Penalty 4220.543866 = -706412.433929
  nChanged 116
		SP:Iteration 12Q (63196.300000 sec): 3 clusters
  Score: Raw -710721.191389 + Penalty 4220.543866 = -706500.647523
  nChanged 95
		SP:Iteration 13Q (63196.460000 sec): 3 clusters
  Score: Raw -710797.634379 + Penalty 4220.543866 = -706577.090513
  nChanged 94
		SP:Iteration 14Q (63196.620000 sec): 3 clusters
  Score: Raw -710869.598730 + Penalty 4220.543866 = -706649.054865
  nChanged 76
		SP:Iteration 15Q (63196.860000 sec): 3 clusters
  Score: Raw -710929.527716 + Penalty 4220.543866 = -706708.983850
  nChanged 77
		SP:Iteration 16Q (63197.040000 sec): 3 clusters
  Score: Raw -710982.448242 + Penalty 4220.543866 = -706761.904376
  nChanged 57
		SP:Iteration 17Q (63197.200000 sec): 3 clusters
  Score: Raw -711014.076748 + Penalty 4220.543866 = -706793.532883
  nChanged 40
		SP:Iteration 18Q (63197.400000 sec): 3 clusters
  Score: Raw -711033.428670 + Penalty 4220.543866 = -706812.884805
  nChanged 25
		SP:Iteration 19Q (63197.580000 sec): 3 clusters
  Score: Raw -711042.983715 + Penalty 4220.543866 = -706822.439849
  nChanged 22
		SP:Iteration 20F (63197.800000 sec): 3 clusters
  Score: Raw -711053.776978 + Penalty 4220.543866 = -706833.233112
  nChanged 21
		SP:Iteration 21Q (63198.030000 sec): 3 clusters
  Score: Raw -711065.941907 + Penalty 4220.543866 = -706845.398041
  nChanged 18
		SP:Iteration 22Q (63198.210000 sec): 3 clusters
  Score: Raw -711073.044180 + Penalty 4220.543866 = -706852.500314
  nChanged 18
		SP:Iteration 23Q (63198.440000 sec): 3 clusters
  Score: Raw -711078.358151 + Penalty 4220.543866 = -706857.814285
  nChanged 6
		SP:Iteration 24Q (63198.610000 sec): 3 clusters
  Score: Raw -711080.541051 + Penalty 4220.543866 = -706859.997185
  nChanged 8
		SP:Iteration 25Q (63198.790000 sec): 3 clusters
  Score: Raw -711083.652259 + Penalty 4220.543866 = -706863.108393
  nChanged 11
		SP:Iteration 26Q (63198.990000 sec): 3 clusters
  Score: Raw -711087.577335 + Penalty 4220.543866 = -706867.033469
  nChanged 6
		SP:Iteration 27Q (63199.220000 sec): 3 clusters
  Score: Raw -711089.129102 + Penalty 4220.543866 = -706868.585236
  nChanged 5
		SP:Iteration 28Q (63199.430000 sec): 3 clusters
  Score: Raw -711090.361290 + Penalty 4220.543866 = -706869.817424
  nChanged 3
		SP:Iteration 29Q (63199.620000 sec): 3 clusters
  Score: Raw -711091.525758 + Penalty 4220.543866 = -706870.981892
  nChanged 4
		SP:Iteration 30Q (63199.820000 sec): 3 clusters
  Score: Raw -711092.996297 + Penalty 4220.543866 = -706872.452431
  nChanged 3
		SP:Iteration 31Q (63199.950000 sec): 3 clusters
  Score: Raw -711093.618219 + Penalty 4220.543866 = -706873.074353
  nChanged 1
		SP:Iteration 32Q (63200.100000 sec): 3 clusters
  Score: Raw -711093.905156 + Penalty 4220.543866 = -706873.361291
  nChanged 0
		SP:Iteration 33F (63200.330000 sec): 3 clusters
  Score: Raw -711093.905156 + Penalty 4220.543866 = -706873.361291
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (24342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63200.530000 sec): 2 clusters
  Score: Raw -3807288.259569 + Penalty 2504.789716 = -3804783.469853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63200.870000 sec): 3 clusters
  Score: Raw -3792881.686373 + Penalty 5009.579432 = -3787872.106941
  nChanged 10841
		SP:Iteration 1F (63201.160000 sec): 3 clusters
  Score: Raw -3798792.458055 + Penalty 5009.579432 = -3793782.878623
  nChanged 1130
		SP:Iteration 2Q (63201.520000 sec): 3 clusters
  Score: Raw -3799177.693107 + Penalty 5009.579432 = -3794168.113675
  nChanged 1044
		SP:Iteration 3Q (63201.860000 sec): 3 clusters
  Score: Raw -3799508.066852 + Penalty 5009.579432 = -3794498.487420
  nChanged 872
		SP:Iteration 4Q (63202.200000 sec): 3 clusters
  Score: Raw -3799773.420762 + Penalty 5009.579432 = -3794763.841330
  nChanged 834
		SP:Iteration 5Q (63202.570000 sec): 3 clusters
  Score: Raw -3800011.677168 + Penalty 5009.579432 = -3795002.097736
  nChanged 778
		SP:Iteration 6Q (63202.930000 sec): 3 clusters
  Score: Raw -3800242.424937 + Penalty 5009.579432 = -3795232.845505
  nChanged 740
		SP:Iteration 7Q (63203.280000 sec): 3 clusters
  Score: Raw -3800481.485867 + Penalty 5009.579432 = -3795471.906435
  nChanged 758
		SP:Iteration 8Q (63203.570000 sec): 3 clusters
  Score: Raw -3800717.687969 + Penalty 5009.579432 = -3795708.108537
  nChanged 727
		SP:Iteration 9Q (63203.920000 sec): 3 clusters
  Score: Raw -3800955.791653 + Penalty 5009.579432 = -3795946.212221
  nChanged 738
		SP:Iteration 10Q (63204.290000 sec): 3 clusters
  Score: Raw -3801210.943460 + Penalty 5009.579432 = -3796201.364028
  nChanged 791
		SP:Iteration 11Q (63204.630000 sec): 3 clusters
  Score: Raw -3801502.929144 + Penalty 5009.579432 = -3796493.349711
  nChanged 826
		SP:Iteration 12Q (63204.990000 sec): 3 clusters
  Score: Raw -3801795.209605 + Penalty 5009.579432 = -3796785.630173
  nChanged 836
		SP:Iteration 13Q (63205.350000 sec): 3 clusters
  Score: Raw -3802097.735110 + Penalty 5009.579432 = -3797088.155678
  nChanged 822
		SP:Iteration 14Q (63205.690000 sec): 3 clusters
  Score: Raw -3802411.860142 + Penalty 5009.579432 = -3797402.280710
  nChanged 916
		SP:Iteration 15Q (63206.060000 sec): 3 clusters
  Score: Raw -3802816.928809 + Penalty 5009.579432 = -3797807.349377
  nChanged 987
		SP:Iteration 16Q (63206.370000 sec): 3 clusters
  Score: Raw -3803289.397320 + Penalty 5009.579432 = -3798279.817888
  nChanged 1050
		SP:Iteration 17Q (63206.720000 sec): 3 clusters
  Score: Raw -3803879.328291 + Penalty 5009.579432 = -3798869.748859
  nChanged 1183
		SP:Iteration 18Q (63207.020000 sec): 3 clusters
  Score: Raw -3804598.511956 + Penalty 5009.579432 = -3799588.932524
  nChanged 1193
		SP:Iteration 19Q (63207.340000 sec): 3 clusters
  Score: Raw -3805388.557393 + Penalty 5009.579432 = -3800378.977961
  nChanged 1104
		SP:Iteration 20F (63207.660000 sec): 3 clusters
  Score: Raw -3806132.063841 + Penalty 5009.579432 = -3801122.484409
  nChanged 919
		SP:Iteration 21Q (63208.050000 sec): 3 clusters
  Score: Raw -3806714.197326 + Penalty 5009.579432 = -3801704.617894
  nChanged 690
		SP:Iteration 22Q (63208.360000 sec): 3 clusters
  Score: Raw -3807113.220016 + Penalty 5009.579432 = -3802103.640584
  nChanged 497
		SP:Iteration 23Q (63208.780000 sec): 3 clusters
  Score: Raw -3807384.251451 + Penalty 5009.579432 = -3802374.672019
  nChanged 346
		SP:Iteration 24Q (63209.140000 sec): 3 clusters
  Score: Raw -3807562.204120 + Penalty 5009.579432 = -3802552.624687
  nChanged 241
		SP:Iteration 25Q (63209.500000 sec): 3 clusters
  Score: Raw -3807677.110681 + Penalty 5009.579432 = -3802667.531249
  nChanged 164
		SP:Iteration 26Q (63209.820000 sec): 3 clusters
  Score: Raw -3807755.498278 + Penalty 5009.579432 = -3802745.918846
  nChanged 114
		SP:Iteration 27Q (63210.210000 sec): 3 clusters
  Score: Raw -3807805.916123 + Penalty 5009.579432 = -3802796.336691
  nChanged 83
		SP:Iteration 28Q (63210.590000 sec): 3 clusters
  Score: Raw -3807848.379457 + Penalty 5009.579432 = -3802838.800025
  nChanged 77
		SP:Iteration 29Q (63210.990000 sec): 3 clusters
  Score: Raw -3807885.667394 + Penalty 5009.579432 = -3802876.087962
  nChanged 60
		SP:Iteration 30Q (63211.360000 sec): 3 clusters
  Score: Raw -3807914.105949 + Penalty 5009.579432 = -3802904.526517
  nChanged 46
		SP:Iteration 31Q (63211.810000 sec): 3 clusters
  Score: Raw -3807937.083303 + Penalty 5009.579432 = -3802927.503871
  nChanged 33
		SP:Iteration 32Q (63212.210000 sec): 3 clusters
  Score: Raw -3807951.177934 + Penalty 5009.579432 = -3802941.598502
  nChanged 28
		SP:Iteration 33Q (63212.590000 sec): 3 clusters
  Score: Raw -3807963.462442 + Penalty 5009.579432 = -3802953.883010
  nChanged 21
		SP:Iteration 34Q (63212.920000 sec): 3 clusters
  Score: Raw -3807972.827888 + Penalty 5009.579432 = -3802963.248456
  nChanged 26
		SP:Iteration 35Q (63213.320000 sec): 3 clusters
  Score: Raw -3807982.532043 + Penalty 5009.579432 = -3802972.952611
  nChanged 21
		SP:Iteration 36Q (63213.720000 sec): 3 clusters
  Score: Raw -3807989.976129 + Penalty 5009.579432 = -3802980.396697
  nChanged 12
		SP:Iteration 37Q (63214.080000 sec): 3 clusters
  Score: Raw -3807994.526237 + Penalty 5009.579432 = -3802984.946805
  nChanged 9
		SP:Iteration 38Q (63214.400000 sec): 3 clusters
  Score: Raw -3807998.304221 + Penalty 5009.579432 = -3802988.724789
  nChanged 8
		SP:Iteration 39Q (63214.740000 sec): 3 clusters
  Score: Raw -3808000.802928 + Penalty 5009.579432 = -3802991.223496
  nChanged 5
		SP:Iteration 40F (63215.060000 sec): 3 clusters
  Score: Raw -3808002.600432 + Penalty 5009.579432 = -3802993.021000
  nChanged 6
		SP:Iteration 41Q (63215.490000 sec): 3 clusters
  Score: Raw -3808004.845806 + Penalty 5009.579432 = -3802995.266374
  nChanged 2
		SP:Iteration 42Q (63215.810000 sec): 3 clusters
  Score: Raw -3808005.279911 + Penalty 5009.579432 = -3802995.700479
  nChanged 2
		SP:Iteration 43Q (63216.220000 sec): 3 clusters
  Score: Raw -3808005.721282 + Penalty 5009.579432 = -3802996.141849
  nChanged 3
		SP:Iteration 44Q (63216.570000 sec): 3 clusters
  Score: Raw -3808006.751086 + Penalty 5009.579432 = -3802997.171654
  nChanged 5
		SP:Iteration 45Q (63216.950000 sec): 3 clusters
  Score: Raw -3808008.484380 + Penalty 5009.579432 = -3802998.904948
  nChanged 0
		SP:Iteration 46F (63217.340000 sec): 3 clusters
  Score: Raw -3808008.484380 + Penalty 5009.579432 = -3802998.904948
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63217.450000 sec): 2 clusters
  Score: Raw -674433.068446 + Penalty 2074.859835 = -672358.208611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63217.640000 sec): 3 clusters
  Score: Raw -672425.782256 + Penalty 4149.719670 = -668276.062587
  nChanged 1622
		SP:Iteration 1F (63217.900000 sec): 3 clusters
  Score: Raw -673461.469523 + Penalty 4149.719670 = -669311.749854
  nChanged 386
		SP:Iteration 2F (63218.080000 sec): 3 clusters
  Score: Raw -673825.906347 + Penalty 4149.719670 = -669676.186677
  nChanged 331
		SP:Iteration 3F (63218.280000 sec): 3 clusters
  Score: Raw -674233.449448 + Penalty 4149.719670 = -670083.729778
  nChanged 320
		SP:Iteration 4F (63218.450000 sec): 3 clusters
  Score: Raw -674674.452957 + Penalty 4149.719670 = -670524.733287
  nChanged 298
		SP:Iteration 5F (63218.650000 sec): 3 clusters
  Score: Raw -675049.696951 + Penalty 4149.719670 = -670899.977282
  nChanged 252
		SP:Iteration 6F (63218.830000 sec): 3 clusters
  Score: Raw -675274.627466 + Penalty 4149.719670 = -671124.907796
  nChanged 171
		SP:Iteration 7Q (63219.020000 sec): 3 clusters
  Score: Raw -675387.421391 + Penalty 4149.719670 = -671237.701721
  nChanged 89
		SP:Iteration 8Q (63219.180000 sec): 3 clusters
  Score: Raw -675439.191070 + Penalty 4149.719670 = -671289.471400
  nChanged 65
		SP:Iteration 9Q (63219.320000 sec): 3 clusters
  Score: Raw -675475.753255 + Penalty 4149.719670 = -671326.033585
  nChanged 55
		SP:Iteration 10Q (63219.510000 sec): 3 clusters
  Score: Raw -675508.645923 + Penalty 4149.719670 = -671358.926253
  nChanged 52
		SP:Iteration 11Q (63219.700000 sec): 3 clusters
  Score: Raw -675535.532373 + Penalty 4149.719670 = -671385.812703
  nChanged 39
		SP:Iteration 12Q (63219.850000 sec): 3 clusters
  Score: Raw -675550.648591 + Penalty 4149.719670 = -671400.928922
  nChanged 29
		SP:Iteration 13Q (63220.010000 sec): 3 clusters
  Score: Raw -675563.674549 + Penalty 4149.719670 = -671413.954880
  nChanged 22
		SP:Iteration 14Q (63220.160000 sec): 3 clusters
  Score: Raw -675574.536557 + Penalty 4149.719670 = -671424.816887
  nChanged 25
		SP:Iteration 15Q (63220.350000 sec): 3 clusters
  Score: Raw -675584.254555 + Penalty 4149.719670 = -671434.534885
  nChanged 21
		SP:Iteration 16Q (63220.480000 sec): 3 clusters
  Score: Raw -675593.566916 + Penalty 4149.719670 = -671443.847246
  nChanged 19
		SP:Iteration 17Q (63220.690000 sec): 3 clusters
  Score: Raw -675600.198905 + Penalty 4149.719670 = -671450.479236
  nChanged 21
		SP:Iteration 18Q (63220.820000 sec): 3 clusters
  Score: Raw -675609.292138 + Penalty 4149.719670 = -671459.572469
  nChanged 15
		SP:Iteration 19Q (63220.960000 sec): 3 clusters
  Score: Raw -675614.630155 + Penalty 4149.719670 = -671464.910486
  nChanged 8
		SP:Iteration 20F (63221.100000 sec): 3 clusters
  Score: Raw -675617.450714 + Penalty 4149.719670 = -671467.731044
  nChanged 3
		SP:Iteration 21Q (63221.320000 sec): 3 clusters
  Score: Raw -675618.358701 + Penalty 4149.719670 = -671468.639031
  nChanged 2
		SP:Iteration 22Q (63221.440000 sec): 3 clusters
  Score: Raw -675618.723498 + Penalty 4149.719670 = -671469.003829
  nChanged 0
		SP:Iteration 23F (63221.600000 sec): 3 clusters
  Score: Raw -675618.723498 + Penalty 4149.719670 = -671469.003829
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (19722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63221.840000 sec): 2 clusters
  Score: Raw -3137654.025444 + Penalty 2452.593531 = -3135201.431913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63222.160000 sec): 3 clusters
  Score: Raw -3126152.848072 + Penalty 4905.187061 = -3121247.661011
  nChanged 8656
		SP:Iteration 1F (63222.580000 sec): 3 clusters
  Score: Raw -3130804.280122 + Penalty 4905.187061 = -3125899.093060
  nChanged 1076
		SP:Iteration 2F (63223.010000 sec): 3 clusters
  Score: Raw -3131223.457122 + Penalty 4905.187061 = -3126318.270061
  nChanged 953
		SP:Iteration 3Q (63223.340000 sec): 3 clusters
  Score: Raw -3131606.352855 + Penalty 4905.187061 = -3126701.165794
  nChanged 950
		SP:Iteration 4Q (63223.750000 sec): 3 clusters
  Score: Raw -3132000.655537 + Penalty 4905.187061 = -3127095.468476
  nChanged 898
		SP:Iteration 5Q (63224.160000 sec): 3 clusters
  Score: Raw -3132445.637667 + Penalty 4905.187061 = -3127540.450606
  nChanged 974
		SP:Iteration 6Q (63224.440000 sec): 3 clusters
  Score: Raw -3132961.779959 + Penalty 4905.187061 = -3128056.592898
  nChanged 1059
		SP:Iteration 7F (63224.730000 sec): 3 clusters
  Score: Raw -3133646.446784 + Penalty 4905.187061 = -3128741.259723
  nChanged 1136
		SP:Iteration 8F (63225.040000 sec): 3 clusters
  Score: Raw -3134503.827086 + Penalty 4905.187061 = -3129598.640025
  nChanged 1103
		SP:Iteration 9F (63225.340000 sec): 3 clusters
  Score: Raw -3135409.975641 + Penalty 4905.187061 = -3130504.788580
  nChanged 1019
		SP:Iteration 10F (63225.690000 sec): 3 clusters
  Score: Raw -3136261.841158 + Penalty 4905.187061 = -3131356.654097
  nChanged 747
		SP:Iteration 11Q (63226.070000 sec): 3 clusters
  Score: Raw -3136888.541707 + Penalty 4905.187061 = -3131983.354646
  nChanged 515
		SP:Iteration 12Q (63226.430000 sec): 3 clusters
  Score: Raw -3137352.208218 + Penalty 4905.187061 = -3132447.021157
  nChanged 342
		SP:Iteration 13Q (63226.820000 sec): 3 clusters
  Score: Raw -3137646.184006 + Penalty 4905.187061 = -3132740.996945
  nChanged 213
		SP:Iteration 14Q (63227.150000 sec): 3 clusters
  Score: Raw -3137842.213357 + Penalty 4905.187061 = -3132937.026296
  nChanged 161
		SP:Iteration 15Q (63227.430000 sec): 3 clusters
  Score: Raw -3138008.935855 + Penalty 4905.187061 = -3133103.748794
  nChanged 127
		SP:Iteration 16Q (63227.720000 sec): 3 clusters
  Score: Raw -3138128.951902 + Penalty 4905.187061 = -3133223.764841
  nChanged 112
		SP:Iteration 17Q (63228.060000 sec): 3 clusters
  Score: Raw -3138203.967780 + Penalty 4905.187061 = -3133298.780719
  nChanged 82
		SP:Iteration 18Q (63228.320000 sec): 3 clusters
  Score: Raw -3138249.779104 + Penalty 4905.187061 = -3133344.592043
  nChanged 72
		SP:Iteration 19Q (63228.590000 sec): 3 clusters
  Score: Raw -3138288.115311 + Penalty 4905.187061 = -3133382.928249
  nChanged 45
		SP:Iteration 20F (63228.970000 sec): 3 clusters
  Score: Raw -3138306.650391 + Penalty 4905.187061 = -3133401.463330
  nChanged 30
		SP:Iteration 21Q (63229.230000 sec): 3 clusters
  Score: Raw -3138319.624120 + Penalty 4905.187061 = -3133414.437059
  nChanged 19
		SP:Iteration 22Q (63229.450000 sec): 3 clusters
  Score: Raw -3138326.602839 + Penalty 4905.187061 = -3133421.415777
  nChanged 15
		SP:Iteration 23Q (63229.750000 sec): 3 clusters
  Score: Raw -3138332.747692 + Penalty 4905.187061 = -3133427.560631
  nChanged 17
		SP:Iteration 24Q (63230.040000 sec): 3 clusters
  Score: Raw -3138339.570117 + Penalty 4905.187061 = -3133434.383056
  nChanged 11
		SP:Iteration 25Q (63230.380000 sec): 3 clusters
  Score: Raw -3138343.081209 + Penalty 4905.187061 = -3133437.894147
  nChanged 6
		SP:Iteration 26Q (63230.630000 sec): 3 clusters
  Score: Raw -3138345.729603 + Penalty 4905.187061 = -3133440.542542
  nChanged 11
		SP:Iteration 27Q (63230.850000 sec): 3 clusters
  Score: Raw -3138350.866150 + Penalty 4905.187061 = -3133445.679089
  nChanged 11
		SP:Iteration 28Q (63231.170000 sec): 3 clusters
  Score: Raw -3138354.263197 + Penalty 4905.187061 = -3133449.076136
  nChanged 4
		SP:Iteration 29Q (63231.470000 sec): 3 clusters
  Score: Raw -3138355.980017 + Penalty 4905.187061 = -3133450.792956
  nChanged 6
		SP:Iteration 30Q (63231.820000 sec): 3 clusters
  Score: Raw -3138357.371046 + Penalty 4905.187061 = -3133452.183984
  nChanged 2
		SP:Iteration 31Q (63232.040000 sec): 3 clusters
  Score: Raw -3138357.774875 + Penalty 4905.187061 = -3133452.587814
  nChanged 2
		SP:Iteration 32Q (63232.260000 sec): 3 clusters
  Score: Raw -3138358.609534 + Penalty 4905.187061 = -3133453.422473
  nChanged 4
		SP:Iteration 33Q (63232.470000 sec): 3 clusters
  Score: Raw -3138359.664376 + Penalty 4905.187061 = -3133454.477315
  nChanged 3
		SP:Iteration 34Q (63232.700000 sec): 3 clusters
  Score: Raw -3138360.352341 + Penalty 4905.187061 = -3133455.165280
  nChanged 0
		SP:Iteration 35F (63233.030000 sec): 3 clusters
  Score: Raw -3138360.352341 + Penalty 4905.187061 = -3133455.165280
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (24323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63233.290000 sec): 2 clusters
  Score: Raw -3918473.062471 + Penalty 2504.596066 = -3915968.466405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63233.590000 sec): 3 clusters
  Score: Raw -3904197.013956 + Penalty 5009.192131 = -3899187.821825
  nChanged 10731
		SP:Iteration 1F (63233.950000 sec): 3 clusters
  Score: Raw -3909799.777651 + Penalty 5009.192131 = -3904790.585520
  nChanged 1248
		SP:Iteration 2F (63234.290000 sec): 3 clusters
  Score: Raw -3910280.963217 + Penalty 5009.192131 = -3905271.771086
  nChanged 1122
		SP:Iteration 3Q (63234.630000 sec): 3 clusters
  Score: Raw -3910745.857147 + Penalty 5009.192131 = -3905736.665016
  nChanged 1105
		SP:Iteration 4Q (63234.980000 sec): 3 clusters
  Score: Raw -3911183.264589 + Penalty 5009.192131 = -3906174.072458
  nChanged 1066
		SP:Iteration 5Q (63235.300000 sec): 3 clusters
  Score: Raw -3911551.032395 + Penalty 5009.192131 = -3906541.840264
  nChanged 906
		SP:Iteration 6Q (63235.630000 sec): 3 clusters
  Score: Raw -3911864.552717 + Penalty 5009.192131 = -3906855.360586
  nChanged 870
		SP:Iteration 7Q (63236.010000 sec): 3 clusters
  Score: Raw -3912167.994075 + Penalty 5009.192131 = -3907158.801944
  nChanged 793
		SP:Iteration 8Q (63236.410000 sec): 3 clusters
  Score: Raw -3912436.193724 + Penalty 5009.192131 = -3907427.001593
  nChanged 777
		SP:Iteration 9Q (63236.740000 sec): 3 clusters
  Score: Raw -3912713.024190 + Penalty 5009.192131 = -3907703.832059
  nChanged 761
		SP:Iteration 10Q (63237.040000 sec): 3 clusters
  Score: Raw -3912980.158177 + Penalty 5009.192131 = -3907970.966046
  nChanged 723
		SP:Iteration 11Q (63237.410000 sec): 3 clusters
  Score: Raw -3913227.244930 + Penalty 5009.192131 = -3908218.052799
  nChanged 708
		SP:Iteration 12Q (63237.770000 sec): 3 clusters
  Score: Raw -3913479.888172 + Penalty 5009.192131 = -3908470.696041
  nChanged 677
		SP:Iteration 13Q (63238.170000 sec): 3 clusters
  Score: Raw -3913724.942273 + Penalty 5009.192131 = -3908715.750142
  nChanged 706
		SP:Iteration 14Q (63238.560000 sec): 3 clusters
  Score: Raw -3913955.512629 + Penalty 5009.192131 = -3908946.320498
  nChanged 616
		SP:Iteration 15Q (63238.900000 sec): 3 clusters
  Score: Raw -3914172.163731 + Penalty 5009.192131 = -3909162.971600
  nChanged 626
		SP:Iteration 16Q (63239.280000 sec): 3 clusters
  Score: Raw -3914398.110735 + Penalty 5009.192131 = -3909388.918604
  nChanged 596
		SP:Iteration 17Q (63239.650000 sec): 3 clusters
  Score: Raw -3914593.625970 + Penalty 5009.192131 = -3909584.433839
  nChanged 553
		SP:Iteration 18Q (63239.940000 sec): 3 clusters
  Score: Raw -3914773.612012 + Penalty 5009.192131 = -3909764.419881
  nChanged 532
		SP:Iteration 19Q (63240.290000 sec): 3 clusters
  Score: Raw -3914955.613619 + Penalty 5009.192131 = -3909946.421488
  nChanged 554
		SP:Iteration 20F (63240.610000 sec): 3 clusters
  Score: Raw -3915146.952119 + Penalty 5009.192131 = -3910137.759987
  nChanged 554
		SP:Iteration 21Q (63240.940000 sec): 3 clusters
  Score: Raw -3915352.039977 + Penalty 5009.192131 = -3910342.847846
  nChanged 567
		SP:Iteration 22Q (63241.260000 sec): 3 clusters
  Score: Raw -3915564.211852 + Penalty 5009.192131 = -3910555.019721
  nChanged 530
		SP:Iteration 23Q (63241.580000 sec): 3 clusters
  Score: Raw -3915766.785296 + Penalty 5009.192131 = -3910757.593165
  nChanged 526
		SP:Iteration 24Q (63241.930000 sec): 3 clusters
  Score: Raw -3915968.107218 + Penalty 5009.192131 = -3910958.915087
  nChanged 514
		SP:Iteration 25Q (63242.270000 sec): 3 clusters
  Score: Raw -3916178.276715 + Penalty 5009.192131 = -3911169.084584
  nChanged 534
		SP:Iteration 26Q (63242.570000 sec): 3 clusters
  Score: Raw -3916407.084616 + Penalty 5009.192131 = -3911397.892485
  nChanged 528
		SP:Iteration 27Q (63242.910000 sec): 3 clusters
  Score: Raw -3916651.672179 + Penalty 5009.192131 = -3911642.480048
  nChanged 574
		SP:Iteration 28Q (63243.210000 sec): 3 clusters
  Score: Raw -3916944.302632 + Penalty 5009.192131 = -3911935.110501
  nChanged 535
		SP:Iteration 29Q (63243.540000 sec): 3 clusters
  Score: Raw -3917232.825754 + Penalty 5009.192131 = -3912223.633623
  nChanged 569
		SP:Iteration 30Q (63243.890000 sec): 3 clusters
  Score: Raw -3917589.953075 + Penalty 5009.192131 = -3912580.760944
  nChanged 536
		SP:Iteration 31Q (63244.250000 sec): 3 clusters
  Score: Raw -3917928.416805 + Penalty 5009.192131 = -3912919.224674
  nChanged 478
		SP:Iteration 32Q (63244.620000 sec): 3 clusters
  Score: Raw -3918243.432209 + Penalty 5009.192131 = -3913234.240078
  nChanged 432
		SP:Iteration 33Q (63244.960000 sec): 3 clusters
  Score: Raw -3918548.722231 + Penalty 5009.192131 = -3913539.530100
  nChanged 376
		SP:Iteration 34Q (63245.290000 sec): 3 clusters
  Score: Raw -3918838.277667 + Penalty 5009.192131 = -3913829.085536
  nChanged 286
		SP:Iteration 35Q (63245.620000 sec): 3 clusters
  Score: Raw -3919055.750092 + Penalty 5009.192131 = -3914046.557961
  nChanged 198
		SP:Iteration 36Q (63245.910000 sec): 3 clusters
  Score: Raw -3919208.496214 + Penalty 5009.192131 = -3914199.304083
  nChanged 161
		SP:Iteration 37Q (63246.250000 sec): 3 clusters
  Score: Raw -3919335.745147 + Penalty 5009.192131 = -3914326.553015
  nChanged 123
		SP:Iteration 38Q (63246.590000 sec): 3 clusters
  Score: Raw -3919436.391224 + Penalty 5009.192131 = -3914427.199092
  nChanged 97
		SP:Iteration 39Q (63246.880000 sec): 3 clusters
  Score: Raw -3919529.201863 + Penalty 5009.192131 = -3914520.009732
  nChanged 83
		SP:Iteration 40F (63247.220000 sec): 3 clusters
  Score: Raw -3919622.738941 + Penalty 5009.192131 = -3914613.546810
  nChanged 60
		SP:Iteration 41Q (63247.560000 sec): 3 clusters
  Score: Raw -3919693.462843 + Penalty 5009.192131 = -3914684.270712
  nChanged 44
		SP:Iteration 42Q (63248.000000 sec): 3 clusters
  Score: Raw -3919730.206173 + Penalty 5009.192131 = -3914721.014042
  nChanged 28
		SP:Iteration 43Q (63248.330000 sec): 3 clusters
  Score: Raw -3919760.719396 + Penalty 5009.192131 = -3914751.527265
  nChanged 26
		SP:Iteration 44Q (63248.710000 sec): 3 clusters
  Score: Raw -3919783.052469 + Penalty 5009.192131 = -3914773.860338
  nChanged 18
		SP:Iteration 45Q (63249.060000 sec): 3 clusters
  Score: Raw -3919795.799688 + Penalty 5009.192131 = -3914786.607557
  nChanged 13
		SP:Iteration 46Q (63249.460000 sec): 3 clusters
  Score: Raw -3919804.056708 + Penalty 5009.192131 = -3914794.864577
  nChanged 8
		SP:Iteration 47Q (63249.770000 sec): 3 clusters
  Score: Raw -3919807.719331 + Penalty 5009.192131 = -3914798.527200
  nChanged 3
		SP:Iteration 48Q (63250.080000 sec): 3 clusters
  Score: Raw -3919809.152866 + Penalty 5009.192131 = -3914799.960735
  nChanged 0
		SP:Iteration 49F (63250.400000 sec): 3 clusters
  Score: Raw -3919809.152866 + Penalty 5009.192131 = -3914799.960735
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (9069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63250.580000 sec): 2 clusters
  Score: Raw -1445037.738735 + Penalty 2259.929086 = -1442777.809649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63250.830000 sec): 3 clusters
  Score: Raw -1440228.493516 + Penalty 4519.858173 = -1435708.635344
  nChanged 3713
		SP:Iteration 1F (63251.100000 sec): 3 clusters
  Score: Raw -1442261.776023 + Penalty 4519.858173 = -1437741.917851
  nChanged 638
		SP:Iteration 2F (63251.270000 sec): 3 clusters
  Score: Raw -1442615.771711 + Penalty 4519.858173 = -1438095.913538
  nChanged 518
		SP:Iteration 3F (63251.510000 sec): 3 clusters
  Score: Raw -1442963.612824 + Penalty 4519.858173 = -1438443.754652
  nChanged 538
		SP:Iteration 4F (63251.730000 sec): 3 clusters
  Score: Raw -1443393.243405 + Penalty 4519.858173 = -1438873.385232
  nChanged 625
		SP:Iteration 5F (63252.020000 sec): 3 clusters
  Score: Raw -1443968.938705 + Penalty 4519.858173 = -1439449.080533
  nChanged 637
		SP:Iteration 6F (63252.280000 sec): 3 clusters
  Score: Raw -1444587.626242 + Penalty 4519.858173 = -1440067.768069
  nChanged 588
		SP:Iteration 7F (63252.570000 sec): 3 clusters
  Score: Raw -1445141.248622 + Penalty 4519.858173 = -1440621.390450
  nChanged 493
		SP:Iteration 8F (63252.710000 sec): 3 clusters
  Score: Raw -1445530.007167 + Penalty 4519.858173 = -1441010.148994
  nChanged 352
		SP:Iteration 9Q (63252.880000 sec): 3 clusters
  Score: Raw -1445772.369246 + Penalty 4519.858173 = -1441252.511073
  nChanged 261
		SP:Iteration 10Q (63253.120000 sec): 3 clusters
  Score: Raw -1445912.488855 + Penalty 4519.858173 = -1441392.630682
  nChanged 171
		SP:Iteration 11Q (63253.250000 sec): 3 clusters
  Score: Raw -1445990.198518 + Penalty 4519.858173 = -1441470.340345
  nChanged 143
		SP:Iteration 12Q (63253.480000 sec): 3 clusters
  Score: Raw -1446046.803781 + Penalty 4519.858173 = -1441526.945608
  nChanged 121
		SP:Iteration 13Q (63253.630000 sec): 3 clusters
  Score: Raw -1446091.932487 + Penalty 4519.858173 = -1441572.074315
  nChanged 103
		SP:Iteration 14Q (63253.850000 sec): 3 clusters
  Score: Raw -1446128.494541 + Penalty 4519.858173 = -1441608.636369
  nChanged 96
		SP:Iteration 15Q (63254.050000 sec): 3 clusters
  Score: Raw -1446165.821943 + Penalty 4519.858173 = -1441645.963770
  nChanged 100
		SP:Iteration 16Q (63254.290000 sec): 3 clusters
  Score: Raw -1446200.464536 + Penalty 4519.858173 = -1441680.606364
  nChanged 92
		SP:Iteration 17Q (63254.510000 sec): 3 clusters
  Score: Raw -1446228.285552 + Penalty 4519.858173 = -1441708.427380
  nChanged 92
		SP:Iteration 18Q (63254.730000 sec): 3 clusters
  Score: Raw -1446257.222961 + Penalty 4519.858173 = -1441737.364788
  nChanged 88
		SP:Iteration 19Q (63254.980000 sec): 3 clusters
  Score: Raw -1446282.789746 + Penalty 4519.858173 = -1441762.931574
  nChanged 77
		SP:Iteration 20F (63255.190000 sec): 3 clusters
  Score: Raw -1446303.721952 + Penalty 4519.858173 = -1441783.863779
  nChanged 53
		SP:Iteration 21Q (63255.380000 sec): 3 clusters
  Score: Raw -1446318.426501 + Penalty 4519.858173 = -1441798.568329
  nChanged 56
		SP:Iteration 22Q (63255.590000 sec): 3 clusters
  Score: Raw -1446335.270743 + Penalty 4519.858173 = -1441815.412571
  nChanged 60
		SP:Iteration 23Q (63255.800000 sec): 3 clusters
  Score: Raw -1446352.209174 + Penalty 4519.858173 = -1441832.351001
  nChanged 50
		SP:Iteration 24Q (63256.010000 sec): 3 clusters
  Score: Raw -1446366.322075 + Penalty 4519.858173 = -1441846.463902
  nChanged 48
		SP:Iteration 25Q (63256.230000 sec): 3 clusters
  Score: Raw -1446378.455915 + Penalty 4519.858173 = -1441858.597743
  nChanged 38
		SP:Iteration 26Q (63256.450000 sec): 3 clusters
  Score: Raw -1446387.834098 + Penalty 4519.858173 = -1441867.975925
  nChanged 33
		SP:Iteration 27Q (63256.700000 sec): 3 clusters
  Score: Raw -1446395.804868 + Penalty 4519.858173 = -1441875.946696
  nChanged 24
		SP:Iteration 28Q (63256.970000 sec): 3 clusters
  Score: Raw -1446402.213188 + Penalty 4519.858173 = -1441882.355016
  nChanged 25
		SP:Iteration 29Q (63257.170000 sec): 3 clusters
  Score: Raw -1446407.543189 + Penalty 4519.858173 = -1441887.685017
  nChanged 26
		SP:Iteration 30Q (63257.350000 sec): 3 clusters
  Score: Raw -1446414.107566 + Penalty 4519.858173 = -1441894.249394
  nChanged 28
		SP:Iteration 31Q (63257.550000 sec): 3 clusters
  Score: Raw -1446420.231836 + Penalty 4519.858173 = -1441900.373664
  nChanged 26
		SP:Iteration 32Q (63257.730000 sec): 3 clusters
  Score: Raw -1446426.162276 + Penalty 4519.858173 = -1441906.304104
  nChanged 29
		SP:Iteration 33Q (63257.920000 sec): 3 clusters
  Score: Raw -1446433.554685 + Penalty 4519.858173 = -1441913.696512
  nChanged 34
		SP:Iteration 34Q (63258.110000 sec): 3 clusters
  Score: Raw -1446440.678964 + Penalty 4519.858173 = -1441920.820791
  nChanged 29
		SP:Iteration 35Q (63258.380000 sec): 3 clusters
  Score: Raw -1446447.210533 + Penalty 4519.858173 = -1441927.352361
  nChanged 22
		SP:Iteration 36Q (63258.610000 sec): 3 clusters
  Score: Raw -1446452.746400 + Penalty 4519.858173 = -1441932.888227
  nChanged 27
		SP:Iteration 37Q (63258.860000 sec): 3 clusters
  Score: Raw -1446458.185838 + Penalty 4519.858173 = -1441938.327666
  nChanged 20
		SP:Iteration 38Q (63259.120000 sec): 3 clusters
  Score: Raw -1446461.914197 + Penalty 4519.858173 = -1441942.056025
  nChanged 18
		SP:Iteration 39Q (63259.360000 sec): 3 clusters
  Score: Raw -1446466.809036 + Penalty 4519.858173 = -1441946.950864
  nChanged 23
		SP:Iteration 40F (63259.540000 sec): 3 clusters
  Score: Raw -1446472.042564 + Penalty 4519.858173 = -1441952.184391
  nChanged 21
		SP:Iteration 41Q (63259.800000 sec): 3 clusters
  Score: Raw -1446476.423633 + Penalty 4519.858173 = -1441956.565461
  nChanged 16
		SP:Iteration 42Q (63260.050000 sec): 3 clusters
  Score: Raw -1446479.490259 + Penalty 4519.858173 = -1441959.632086
  nChanged 10
		SP:Iteration 43Q (63260.240000 sec): 3 clusters
  Score: Raw -1446481.698340 + Penalty 4519.858173 = -1441961.840167
  nChanged 15
		SP:Iteration 44Q (63260.400000 sec): 3 clusters
  Score: Raw -1446485.137736 + Penalty 4519.858173 = -1441965.279564
  nChanged 21
		SP:Iteration 45Q (63260.660000 sec): 3 clusters
  Score: Raw -1446490.738856 + Penalty 4519.858173 = -1441970.880683
  nChanged 28
		SP:Iteration 46Q (63260.910000 sec): 3 clusters
  Score: Raw -1446497.911303 + Penalty 4519.858173 = -1441978.053131
  nChanged 17
		SP:Iteration 47Q (63261.160000 sec): 3 clusters
  Score: Raw -1446501.790890 + Penalty 4519.858173 = -1441981.932717
  nChanged 16
		SP:Iteration 48Q (63261.390000 sec): 3 clusters
  Score: Raw -1446506.127576 + Penalty 4519.858173 = -1441986.269403
  nChanged 18
		SP:Iteration 49Q (63261.640000 sec): 3 clusters
  Score: Raw -1446510.414715 + Penalty 4519.858173 = -1441990.556543
  nChanged 16
		SP:Iteration 50Q (63261.880000 sec): 3 clusters
  Score: Raw -1446513.991477 + Penalty 4519.858173 = -1441994.133304
  nChanged 17
		SP:Iteration 51Q (63262.150000 sec): 3 clusters
  Score: Raw -1446517.634249 + Penalty 4519.858173 = -1441997.776077
  nChanged 14
		SP:Iteration 52Q (63262.370000 sec): 3 clusters
  Score: Raw -1446520.848655 + Penalty 4519.858173 = -1442000.990483
  nChanged 19
		SP:Iteration 53Q (63262.570000 sec): 3 clusters
  Score: Raw -1446525.546310 + Penalty 4519.858173 = -1442005.688137
  nChanged 13
		SP:Iteration 54Q (63262.820000 sec): 3 clusters
  Score: Raw -1446528.810504 + Penalty 4519.858173 = -1442008.952331
  nChanged 12
		SP:Iteration 55Q (63262.960000 sec): 3 clusters
  Score: Raw -1446531.331245 + Penalty 4519.858173 = -1442011.473072
  nChanged 14
		SP:Iteration 56Q (63263.120000 sec): 3 clusters
  Score: Raw -1446534.364901 + Penalty 4519.858173 = -1442014.506728
  nChanged 13
		SP:Iteration 57Q (63263.260000 sec): 3 clusters
  Score: Raw -1446537.918715 + Penalty 4519.858173 = -1442018.060542
  nChanged 20
		SP:Iteration 58Q (63263.400000 sec): 3 clusters
  Score: Raw -1446543.047564 + Penalty 4519.858173 = -1442023.189391
  nChanged 22
		SP:Iteration 59Q (63263.560000 sec): 3 clusters
  Score: Raw -1446548.400161 + Penalty 4519.858173 = -1442028.541989
  nChanged 17
		SP:Iteration 60F (63263.710000 sec): 3 clusters
  Score: Raw -1446551.870853 + Penalty 4519.858173 = -1442032.012681
  nChanged 10
		SP:Iteration 61Q (63263.900000 sec): 3 clusters
  Score: Raw -1446553.723090 + Penalty 4519.858173 = -1442033.864917
  nChanged 8
		SP:Iteration 62Q (63264.090000 sec): 3 clusters
  Score: Raw -1446554.961901 + Penalty 4519.858173 = -1442035.103728
  nChanged 5
		SP:Iteration 63Q (63264.340000 sec): 3 clusters
  Score: Raw -1446555.574714 + Penalty 4519.858173 = -1442035.716541
  nChanged 4
		SP:Iteration 64Q (63264.500000 sec): 3 clusters
  Score: Raw -1446556.096724 + Penalty 4519.858173 = -1442036.238552
  nChanged 3
		SP:Iteration 65Q (63264.710000 sec): 3 clusters
  Score: Raw -1446556.745056 + Penalty 4519.858173 = -1442036.886884
  nChanged 7
		SP:Iteration 66Q (63264.930000 sec): 3 clusters
  Score: Raw -1446558.097269 + Penalty 4519.858173 = -1442038.239097
  nChanged 5
		SP:Iteration 67Q (63265.150000 sec): 3 clusters
  Score: Raw -1446558.982080 + Penalty 4519.858173 = -1442039.123907
  nChanged 6
		SP:Iteration 68Q (63265.390000 sec): 3 clusters
  Score: Raw -1446560.093617 + Penalty 4519.858173 = -1442040.235445
  nChanged 9
		SP:Iteration 69Q (63265.640000 sec): 3 clusters
  Score: Raw -1446561.905263 + Penalty 4519.858173 = -1442042.047090
  nChanged 9
		SP:Iteration 70Q (63265.790000 sec): 3 clusters
  Score: Raw -1446563.870330 + Penalty 4519.858173 = -1442044.012157
  nChanged 10
		SP:Iteration 71Q (63266.020000 sec): 3 clusters
  Score: Raw -1446566.063134 + Penalty 4519.858173 = -1442046.204961
  nChanged 12
		SP:Iteration 72Q (63266.280000 sec): 3 clusters
  Score: Raw -1446568.699185 + Penalty 4519.858173 = -1442048.841012
  nChanged 5
		SP:Iteration 73Q (63266.490000 sec): 3 clusters
  Score: Raw -1446569.490886 + Penalty 4519.858173 = -1442049.632713
  nChanged 3
		SP:Iteration 74Q (63266.710000 sec): 3 clusters
  Score: Raw -1446570.172349 + Penalty 4519.858173 = -1442050.314176
  nChanged 2
		SP:Iteration 75Q (63267.000000 sec): 3 clusters
  Score: Raw -1446570.440355 + Penalty 4519.858173 = -1442050.582182
  nChanged 0
		SP:Iteration 76F (63267.270000 sec): 3 clusters
  Score: Raw -1446570.440355 + Penalty 4519.858173 = -1442050.582182
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (34252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63267.610000 sec): 2 clusters
  Score: Raw -5227342.761520 + Penalty 2589.492059 = -5224753.269462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63268.000000 sec): 3 clusters
  Score: Raw -5206652.103831 + Penalty 5178.984117 = -5201473.119714
  nChanged 15561
		SP:Iteration 1F (63268.410000 sec): 3 clusters
  Score: Raw -5215383.299101 + Penalty 5178.984117 = -5210204.314984
  nChanged 1751
		SP:Iteration 2F (63268.780000 sec): 3 clusters
  Score: Raw -5216036.913925 + Penalty 5178.984117 = -5210857.929808
  nChanged 1648
		SP:Iteration 3Q (63269.260000 sec): 3 clusters
  Score: Raw -5216709.987999 + Penalty 5178.984117 = -5211531.003882
  nChanged 1684
		SP:Iteration 4Q (63269.700000 sec): 3 clusters
  Score: Raw -5217514.267763 + Penalty 5178.984117 = -5212335.283646
  nChanged 1802
		SP:Iteration 5F (63270.140000 sec): 3 clusters
  Score: Raw -5218583.912998 + Penalty 5178.984117 = -5213404.928881
  nChanged 1960
		SP:Iteration 6F (63270.520000 sec): 3 clusters
  Score: Raw -5219901.351936 + Penalty 5178.984117 = -5214722.367819
  nChanged 1932
		SP:Iteration 7F (63270.990000 sec): 3 clusters
  Score: Raw -5221255.289307 + Penalty 5178.984117 = -5216076.305190
  nChanged 1782
		SP:Iteration 8F (63271.400000 sec): 3 clusters
  Score: Raw -5222478.177200 + Penalty 5178.984117 = -5217299.193083
  nChanged 1549
		SP:Iteration 9Q (63271.890000 sec): 3 clusters
  Score: Raw -5223567.774861 + Penalty 5178.984117 = -5218388.790744
  nChanged 1354
		SP:Iteration 10Q (63272.360000 sec): 3 clusters
  Score: Raw -5224530.239556 + Penalty 5178.984117 = -5219351.255439
  nChanged 1150
		SP:Iteration 11Q (63272.720000 sec): 3 clusters
  Score: Raw -5225311.205664 + Penalty 5178.984117 = -5220132.221547
  nChanged 952
		SP:Iteration 12Q (63273.080000 sec): 3 clusters
  Score: Raw -5225966.348508 + Penalty 5178.984117 = -5220787.364391
  nChanged 754
		SP:Iteration 13Q (63273.570000 sec): 3 clusters
  Score: Raw -5226443.074216 + Penalty 5178.984117 = -5221264.090099
  nChanged 579
		SP:Iteration 14Q (63274.080000 sec): 3 clusters
  Score: Raw -5226760.990982 + Penalty 5178.984117 = -5221582.006865
  nChanged 456
		SP:Iteration 15Q (63274.490000 sec): 3 clusters
  Score: Raw -5226987.091407 + Penalty 5178.984117 = -5221808.107290
  nChanged 350
		SP:Iteration 16Q (63274.910000 sec): 3 clusters
  Score: Raw -5227148.071164 + Penalty 5178.984117 = -5221969.087047
  nChanged 291
		SP:Iteration 17Q (63275.330000 sec): 3 clusters
  Score: Raw -5227275.487782 + Penalty 5178.984117 = -5222096.503665
  nChanged 224
		SP:Iteration 18Q (63275.770000 sec): 3 clusters
  Score: Raw -5227371.617286 + Penalty 5178.984117 = -5222192.633168
  nChanged 168
		SP:Iteration 19Q (63276.170000 sec): 3 clusters
  Score: Raw -5227446.494597 + Penalty 5178.984117 = -5222267.510479
  nChanged 153
		SP:Iteration 20F (63276.610000 sec): 3 clusters
  Score: Raw -5227511.795388 + Penalty 5178.984117 = -5222332.811271
  nChanged 118
		SP:Iteration 21Q (63276.990000 sec): 3 clusters
  Score: Raw -5227570.375919 + Penalty 5178.984117 = -5222391.391802
  nChanged 103
		SP:Iteration 22Q (63277.390000 sec): 3 clusters
  Score: Raw -5227616.057369 + Penalty 5178.984117 = -5222437.073252
  nChanged 101
		SP:Iteration 23Q (63277.890000 sec): 3 clusters
  Score: Raw -5227656.877204 + Penalty 5178.984117 = -5222477.893087
  nChanged 71
		SP:Iteration 24Q (63278.300000 sec): 3 clusters
  Score: Raw -5227687.647404 + Penalty 5178.984117 = -5222508.663287
  nChanged 55
		SP:Iteration 25Q (63278.790000 sec): 3 clusters
  Score: Raw -5227711.608952 + Penalty 5178.984117 = -5222532.624835
  nChanged 52
		SP:Iteration 26Q (63279.210000 sec): 3 clusters
  Score: Raw -5227731.424604 + Penalty 5178.984117 = -5222552.440486
  nChanged 47
		SP:Iteration 27Q (63279.600000 sec): 3 clusters
  Score: Raw -5227748.401857 + Penalty 5178.984117 = -5222569.417740
  nChanged 36
		SP:Iteration 28Q (63280.000000 sec): 3 clusters
  Score: Raw -5227763.002400 + Penalty 5178.984117 = -5222584.018283
  nChanged 33
		SP:Iteration 29Q (63280.420000 sec): 3 clusters
  Score: Raw -5227775.939801 + Penalty 5178.984117 = -5222596.955684
  nChanged 26
		SP:Iteration 30Q (63280.820000 sec): 3 clusters
  Score: Raw -5227787.770142 + Penalty 5178.984117 = -5222608.786025
  nChanged 23
		SP:Iteration 31Q (63281.230000 sec): 3 clusters
  Score: Raw -5227797.089851 + Penalty 5178.984117 = -5222618.105734
  nChanged 31
		SP:Iteration 32Q (63281.620000 sec): 3 clusters
  Score: Raw -5227808.646279 + Penalty 5178.984117 = -5222629.662162
  nChanged 21
		SP:Iteration 33Q (63282.110000 sec): 3 clusters
  Score: Raw -5227816.093122 + Penalty 5178.984117 = -5222637.109004
  nChanged 16
		SP:Iteration 34Q (63282.500000 sec): 3 clusters
  Score: Raw -5227822.459447 + Penalty 5178.984117 = -5222643.475330
  nChanged 19
		SP:Iteration 35Q (63282.920000 sec): 3 clusters
  Score: Raw -5227829.611622 + Penalty 5178.984117 = -5222650.627505
  nChanged 15
		SP:Iteration 36Q (63283.360000 sec): 3 clusters
  Score: Raw -5227836.131757 + Penalty 5178.984117 = -5222657.147640
  nChanged 19
		SP:Iteration 37Q (63283.800000 sec): 3 clusters
  Score: Raw -5227847.111899 + Penalty 5178.984117 = -5222668.127782
  nChanged 20
		SP:Iteration 38Q (63284.160000 sec): 3 clusters
  Score: Raw -5227854.354572 + Penalty 5178.984117 = -5222675.370455
  nChanged 7
		SP:Iteration 39Q (63284.580000 sec): 3 clusters
  Score: Raw -5227856.235572 + Penalty 5178.984117 = -5222677.251455
  nChanged 0
		SP:Iteration 40F (63285.030000 sec): 3 clusters
  Score: Raw -5227856.235572 + Penalty 5178.984117 = -5222677.251455
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (1174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63285.190000 sec): 2 clusters
  Score: Raw -173282.945488 + Penalty 1752.906656 = -171530.038832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63285.340000 sec): 3 clusters
  Score: Raw -173017.393111 + Penalty 3505.813312 = -169511.579798
  nChanged 322
		SP:Iteration 1F (63285.490000 sec): 3 clusters
  Score: Raw -173434.589072 + Penalty 3505.813312 = -169928.775760
  nChanged 109
		SP:Iteration 2F (63285.580000 sec): 3 clusters
  Score: Raw -173666.056052 + Penalty 3505.813312 = -170160.242740
  nChanged 87
		SP:Iteration 3F (63285.730000 sec): 3 clusters
  Score: Raw -173874.322653 + Penalty 3505.813312 = -170368.509341
  nChanged 78
		SP:Iteration 4F (63285.870000 sec): 3 clusters
  Score: Raw -174065.822717 + Penalty 3505.813312 = -170560.009405
  nChanged 54
		SP:Iteration 5Q (63285.950000 sec): 3 clusters
  Score: Raw -174179.391419 + Penalty 3505.813312 = -170673.578107
  nChanged 37
		SP:Iteration 6Q (63286.060000 sec): 3 clusters
  Score: Raw -174238.520360 + Penalty 3505.813312 = -170732.707048
  nChanged 21
		SP:Iteration 7Q (63286.200000 sec): 3 clusters
  Score: Raw -174274.102035 + Penalty 3505.813312 = -170768.288723
  nChanged 13
		SP:Iteration 8Q (63286.300000 sec): 3 clusters
  Score: Raw -174293.581841 + Penalty 3505.813312 = -170787.768529
  nChanged 10
		SP:Iteration 9Q (63286.440000 sec): 3 clusters
  Score: Raw -174308.200168 + Penalty 3505.813312 = -170802.386856
  nChanged 9
		SP:Iteration 10Q (63286.580000 sec): 3 clusters
  Score: Raw -174320.826551 + Penalty 3505.813312 = -170815.013238
  nChanged 5
		SP:Iteration 11Q (63286.730000 sec): 3 clusters
  Score: Raw -174330.106180 + Penalty 3505.813312 = -170824.292867
  nChanged 3
		SP:Iteration 12Q (63286.870000 sec): 3 clusters
  Score: Raw -174336.965361 + Penalty 3505.813312 = -170831.152049
  nChanged 1
		SP:Iteration 13Q (63286.960000 sec): 3 clusters
  Score: Raw -174338.138357 + Penalty 3505.813312 = -170832.325045
  nChanged 0
		SP:Iteration 14F (63287.110000 sec): 3 clusters
  Score: Raw -174338.138357 + Penalty 3505.813312 = -170832.325045
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (290174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63288.780000 sec): 2 clusters
  Score: Raw -46309772.793924 + Penalty 3119.402533 = -46306653.391390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63290.920000 sec): 3 clusters
  Score: Raw -46117560.255254 + Penalty 6238.805067 = -46111321.450187
  nChanged 140375
		SP:Iteration 1F (63293.120000 sec): 3 clusters
  Score: Raw -46200691.599529 + Penalty 6238.805067 = -46194452.794462
  nChanged 6981
		SP:Iteration 2Q (63295.690000 sec): 3 clusters
  Score: Raw -46201910.789618 + Penalty 6238.805067 = -46195671.984551
  nChanged 7373
		SP:Iteration 3Q (63297.950000 sec): 3 clusters
  Score: Raw -46203320.506628 + Penalty 6238.805067 = -46197081.701561
  nChanged 7649
		SP:Iteration 4Q (63300.830000 sec): 3 clusters
  Score: Raw -46204900.387798 + Penalty 6238.805067 = -46198661.582731
  nChanged 8271
		SP:Iteration 5Q (63303.700000 sec): 3 clusters
  Score: Raw -46206818.744514 + Penalty 6238.805067 = -46200579.939447
  nChanged 8976
		SP:Iteration 6Q (63306.540000 sec): 3 clusters
  Score: Raw -46209164.323883 + Penalty 6238.805067 = -46202925.518816
  nChanged 10074
		SP:Iteration 7Q (63309.460000 sec): 3 clusters
  Score: Raw -46212298.829745 + Penalty 6238.805067 = -46206060.024678
  nChanged 11516
		SP:Iteration 8Q (63311.750000 sec): 3 clusters
  Score: Raw -46216748.335349 + Penalty 6238.805067 = -46210509.530282
  nChanged 13450
		SP:Iteration 9Q (63314.200000 sec): 3 clusters
  Score: Raw -46223270.729354 + Penalty 6238.805067 = -46217031.924287
  nChanged 15229
		SP:Iteration 10F (63316.270000 sec): 3 clusters
  Score: Raw -46232523.220504 + Penalty 6238.805067 = -46226284.415437
  nChanged 16753
		SP:Iteration 11F (63318.290000 sec): 3 clusters
  Score: Raw -46243858.862132 + Penalty 6238.805067 = -46237620.057065
  nChanged 16048
		SP:Iteration 12F (63320.480000 sec): 3 clusters
  Score: Raw -46253120.857938 + Penalty 6238.805067 = -46246882.052871
  nChanged 12075
		SP:Iteration 13Q (63322.830000 sec): 3 clusters
  Score: Raw -46257343.012196 + Penalty 6238.805067 = -46251104.207129
  nChanged 7002
		SP:Iteration 14Q (63325.070000 sec): 3 clusters
  Score: Raw -46258562.012937 + Penalty 6238.805067 = -46252323.207870
  nChanged 3554
		SP:Iteration 15Q (63327.470000 sec): 3 clusters
  Score: Raw -46258926.527130 + Penalty 6238.805067 = -46252687.722063
  nChanged 2044
		SP:Iteration 16Q (63329.700000 sec): 3 clusters
  Score: Raw -46259097.076029 + Penalty 6238.805067 = -46252858.270962
  nChanged 1521
		SP:Iteration 17Q (63331.770000 sec): 3 clusters
  Score: Raw -46259232.207356 + Penalty 6238.805067 = -46252993.402289
  nChanged 1453
		SP:Iteration 18Q (63333.920000 sec): 3 clusters
  Score: Raw -46259368.177311 + Penalty 6238.805067 = -46253129.372245
  nChanged 1442
		SP:Iteration 19Q (63336.240000 sec): 3 clusters
  Score: Raw -46259502.748621 + Penalty 6238.805067 = -46253263.943554
  nChanged 1470
		SP:Iteration 20F (63338.430000 sec): 3 clusters
  Score: Raw -46259636.146675 + Penalty 6238.805067 = -46253397.341608
  nChanged 1451
		SP:Iteration 21Q (63340.620000 sec): 3 clusters
  Score: Raw -46259767.607792 + Penalty 6238.805067 = -46253528.802725
  nChanged 1440
		SP:Iteration 22Q (63342.760000 sec): 3 clusters
  Score: Raw -46259900.429065 + Penalty 6238.805067 = -46253661.623998
  nChanged 1419
		SP:Iteration 23Q (63345.070000 sec): 3 clusters
  Score: Raw -46260028.844186 + Penalty 6238.805067 = -46253790.039120
  nChanged 1413
		SP:Iteration 24Q (63347.470000 sec): 3 clusters
  Score: Raw -46260156.933995 + Penalty 6238.805067 = -46253918.128928
  nChanged 1406
		SP:Iteration 25Q (63349.740000 sec): 3 clusters
  Score: Raw -46260285.792056 + Penalty 6238.805067 = -46254046.986989
  nChanged 1402
		SP:Iteration 26Q (63352.100000 sec): 3 clusters
  Score: Raw -46260413.571573 + Penalty 6238.805067 = -46254174.766506
  nChanged 1387
		SP:Iteration 27Q (63354.480000 sec): 3 clusters
  Score: Raw -46260544.452419 + Penalty 6238.805067 = -46254305.647352
  nChanged 1505
		SP:Iteration 28Q (63356.930000 sec): 3 clusters
  Score: Raw -46260691.859701 + Penalty 6238.805067 = -46254453.054634
  nChanged 1536
		SP:Iteration 29Q (63359.240000 sec): 3 clusters
  Score: Raw -46260846.206058 + Penalty 6238.805067 = -46254607.400992
  nChanged 1606
		SP:Iteration 30Q (63361.530000 sec): 3 clusters
  Score: Raw -46261010.908342 + Penalty 6238.805067 = -46254772.103275
  nChanged 1663
		SP:Iteration 31Q (63363.960000 sec): 3 clusters
  Score: Raw -46261185.983622 + Penalty 6238.805067 = -46254947.178555
  nChanged 1742
		SP:Iteration 32Q (63366.370000 sec): 3 clusters
  Score: Raw -46261372.261716 + Penalty 6238.805067 = -46255133.456649
  nChanged 1861
		SP:Iteration 33Q (63368.670000 sec): 3 clusters
  Score: Raw -46261581.555486 + Penalty 6238.805067 = -46255342.750419
  nChanged 1975
		SP:Iteration 34Q (63371.070000 sec): 3 clusters
  Score: Raw -46261813.989516 + Penalty 6238.805067 = -46255575.184449
  nChanged 2136
		SP:Iteration 35Q (63373.320000 sec): 3 clusters
  Score: Raw -46262078.540082 + Penalty 6238.805067 = -46255839.735015
  nChanged 2327
		SP:Iteration 36Q (63375.680000 sec): 3 clusters
  Score: Raw -46262399.389752 + Penalty 6238.805067 = -46256160.584685
  nChanged 2569
		SP:Iteration 37Q (63378.140000 sec): 3 clusters
  Score: Raw -46262786.361601 + Penalty 6238.805067 = -46256547.556534
  nChanged 2833
		SP:Iteration 38Q (63380.390000 sec): 3 clusters
  Score: Raw -46263247.632642 + Penalty 6238.805067 = -46257008.827575
  nChanged 3102
		SP:Iteration 39Q (63382.800000 sec): 3 clusters
  Score: Raw -46263789.250505 + Penalty 6238.805067 = -46257550.445438
  nChanged 3440
		SP:Iteration 40F (63385.330000 sec): 3 clusters
  Score: Raw -46264431.654566 + Penalty 6238.805067 = -46258192.849499
  nChanged 3659
		SP:Iteration 41Q (63387.990000 sec): 3 clusters
  Score: Raw -46265160.259373 + Penalty 6238.805067 = -46258921.454307
  nChanged 4023
		SP:Iteration 42Q (63390.660000 sec): 3 clusters
  Score: Raw -46266039.936256 + Penalty 6238.805067 = -46259801.131189
  nChanged 4267
		SP:Iteration 43Q (63393.290000 sec): 3 clusters
  Score: Raw -46267037.872864 + Penalty 6238.805067 = -46260799.067797
  nChanged 4588
		SP:Iteration 44Q (63395.260000 sec): 3 clusters
  Score: Raw -46268209.257110 + Penalty 6238.805067 = -46261970.452043
  nChanged 4838
		SP:Iteration 45Q (63397.530000 sec): 3 clusters
  Score: Raw -46269547.265696 + Penalty 6238.805067 = -46263308.460629
  nChanged 5143
		SP:Iteration 46Q (63399.720000 sec): 3 clusters
  Score: Raw -46271085.360140 + Penalty 6238.805067 = -46264846.555073
  nChanged 5370
		SP:Iteration 47Q (63402.010000 sec): 3 clusters
  Score: Raw -46272832.413666 + Penalty 6238.805067 = -46266593.608600
  nChanged 5591
		SP:Iteration 48Q (63404.080000 sec): 3 clusters
  Score: Raw -46274782.703696 + Penalty 6238.805067 = -46268543.898629
  nChanged 5735
		SP:Iteration 49Q (63406.360000 sec): 3 clusters
  Score: Raw -46276930.425351 + Penalty 6238.805067 = -46270691.620284
  nChanged 5956
		SP:Iteration 50Q (63408.620000 sec): 3 clusters
  Score: Raw -46279364.588668 + Penalty 6238.805067 = -46273125.783601
  nChanged 5988
		SP:Iteration 51Q (63410.750000 sec): 3 clusters
  Score: Raw -46282062.484531 + Penalty 6238.805067 = -46275823.679464
  nChanged 6099
		SP:Iteration 52Q (63413.070000 sec): 3 clusters
  Score: Raw -46285047.041106 + Penalty 6238.805067 = -46278808.236039
  nChanged 6019
		SP:Iteration 53Q (63415.230000 sec): 3 clusters
  Score: Raw -46288237.576907 + Penalty 6238.805067 = -46281998.771840
  nChanged 5750
		SP:Iteration 54Q (63417.240000 sec): 3 clusters
  Score: Raw -46291528.199876 + Penalty 6238.805067 = -46285289.394809
  nChanged 5404
		SP:Iteration 55Q (63419.070000 sec): 3 clusters
  Score: Raw -46294843.874555 + Penalty 6238.805067 = -46288605.069488
  nChanged 4927
		SP:Iteration 56Q (63421.230000 sec): 3 clusters
  Score: Raw -46298133.069607 + Penalty 6238.805067 = -46291894.264540
  nChanged 4339
		SP:Iteration 57Q (63423.280000 sec): 3 clusters
  Score: Raw -46301170.903766 + Penalty 6238.805067 = -46294932.098699
  nChanged 3625
		SP:Iteration 58Q (63425.400000 sec): 3 clusters
  Score: Raw -46303801.336214 + Penalty 6238.805067 = -46297562.531147
  nChanged 2871
		SP:Iteration 59Q (63427.270000 sec): 3 clusters
  Score: Raw -46305995.360165 + Penalty 6238.805067 = -46299756.555098
  nChanged 2146
		SP:Iteration 60F (63429.550000 sec): 3 clusters
  Score: Raw -46307694.502570 + Penalty 6238.805067 = -46301455.697503
  nChanged 1410
		SP:Iteration 61Q (63431.650000 sec): 3 clusters
  Score: Raw -46308778.390848 + Penalty 6238.805067 = -46302539.585782
  nChanged 759
		SP:Iteration 62Q (63433.680000 sec): 3 clusters
  Score: Raw -46309364.838968 + Penalty 6238.805067 = -46303126.033901
  nChanged 415
		SP:Iteration 63Q (63435.630000 sec): 3 clusters
  Score: Raw -46309689.197613 + Penalty 6238.805067 = -46303450.392546
  nChanged 249
		SP:Iteration 64Q (63437.770000 sec): 3 clusters
  Score: Raw -46309879.330547 + Penalty 6238.805067 = -46303640.525480
  nChanged 154
		SP:Iteration 65Q (63439.730000 sec): 3 clusters
  Score: Raw -46310007.870497 + Penalty 6238.805067 = -46303769.065430
  nChanged 103
		SP:Iteration 66Q (63441.830000 sec): 3 clusters
  Score: Raw -46310083.677470 + Penalty 6238.805067 = -46303844.872404
  nChanged 76
		SP:Iteration 67Q (63443.820000 sec): 3 clusters
  Score: Raw -46310136.583641 + Penalty 6238.805067 = -46303897.778574
  nChanged 55
		SP:Iteration 68Q (63445.720000 sec): 3 clusters
  Score: Raw -46310173.113287 + Penalty 6238.805067 = -46303934.308220
  nChanged 43
		SP:Iteration 69Q (63447.590000 sec): 3 clusters
  Score: Raw -46310200.489612 + Penalty 6238.805067 = -46303961.684545
  nChanged 29
		SP:Iteration 70Q (63449.430000 sec): 3 clusters
  Score: Raw -46310218.781067 + Penalty 6238.805067 = -46303979.976001
  nChanged 23
		SP:Iteration 71Q (63451.320000 sec): 3 clusters
  Score: Raw -46310234.743552 + Penalty 6238.805067 = -46303995.938485
  nChanged 20
		SP:Iteration 72Q (63453.460000 sec): 3 clusters
  Score: Raw -46310246.673549 + Penalty 6238.805067 = -46304007.868482
  nChanged 15
		SP:Iteration 73Q (63455.370000 sec): 3 clusters
  Score: Raw -46310256.893130 + Penalty 6238.805067 = -46304018.088063
  nChanged 12
		SP:Iteration 74Q (63457.320000 sec): 3 clusters
  Score: Raw -46310264.332949 + Penalty 6238.805067 = -46304025.527882
  nChanged 13
		SP:Iteration 75Q (63459.130000 sec): 3 clusters
  Score: Raw -46310271.652825 + Penalty 6238.805067 = -46304032.847758
  nChanged 10
		SP:Iteration 76Q (63461.020000 sec): 3 clusters
  Score: Raw -46310280.127068 + Penalty 6238.805067 = -46304041.322001
  nChanged 11
		SP:Iteration 77Q (63463.270000 sec): 3 clusters
  Score: Raw -46310287.521459 + Penalty 6238.805067 = -46304048.716392
  nChanged 8
		SP:Iteration 78Q (63465.590000 sec): 3 clusters
  Score: Raw -46310293.256800 + Penalty 6238.805067 = -46304054.451733
  nChanged 9
		SP:Iteration 79Q (63467.880000 sec): 3 clusters
  Score: Raw -46310298.171178 + Penalty 6238.805067 = -46304059.366111
  nChanged 4
		SP:Iteration 80F (63470.460000 sec): 3 clusters
  Score: Raw -46310300.465269 + Penalty 6238.805067 = -46304061.660203
  nChanged 3
		SP:Iteration 81Q (63472.770000 sec): 3 clusters
  Score: Raw -46310301.675931 + Penalty 6238.805067 = -46304062.870864
  nChanged 2
		SP:Iteration 82Q (63475.070000 sec): 3 clusters
  Score: Raw -46310303.139414 + Penalty 6238.805067 = -46304064.334347
  nChanged 1
		SP:Iteration 83Q (63477.000000 sec): 3 clusters
  Score: Raw -46310303.478864 + Penalty 6238.805067 = -46304064.673797
  nChanged 1
		SP:Iteration 84Q (63478.940000 sec): 3 clusters
  Score: Raw -46310303.933836 + Penalty 6238.805067 = -46304065.128769
  nChanged 0
		SP:Iteration 85F (63481.050000 sec): 3 clusters
  Score: Raw -46310303.933836 + Penalty 6238.805067 = -46304065.128769
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (3564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63481.330000 sec): 2 clusters
  Score: Raw -557000.503097 + Penalty 2028.302420 = -554972.200678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63481.550000 sec): 3 clusters
  Score: Raw -555488.227598 + Penalty 4056.604839 = -551431.622759
  nChanged 1296
		SP:Iteration 1F (63481.780000 sec): 3 clusters
  Score: Raw -556351.150924 + Penalty 4056.604839 = -552294.546085
  nChanged 256
		SP:Iteration 2F (63481.940000 sec): 3 clusters
  Score: Raw -556529.633888 + Penalty 4056.604839 = -552473.029048
  nChanged 147
		SP:Iteration 3Q (63482.120000 sec): 3 clusters
  Score: Raw -556630.617242 + Penalty 4056.604839 = -552574.012403
  nChanged 133
		SP:Iteration 4Q (63482.340000 sec): 3 clusters
  Score: Raw -556741.628502 + Penalty 4056.604839 = -552685.023662
  nChanged 136
		SP:Iteration 5Q (63482.480000 sec): 3 clusters
  Score: Raw -556849.986065 + Penalty 4056.604839 = -552793.381226
  nChanged 118
		SP:Iteration 6Q (63482.630000 sec): 3 clusters
  Score: Raw -556961.286641 + Penalty 4056.604839 = -552904.681802
  nChanged 133
		SP:Iteration 7Q (63482.820000 sec): 3 clusters
  Score: Raw -557090.357632 + Penalty 4056.604839 = -553033.752793
  nChanged 145
		SP:Iteration 8Q (63482.940000 sec): 3 clusters
  Score: Raw -557260.202384 + Penalty 4056.604839 = -553203.597545
  nChanged 162
		SP:Iteration 9Q (63483.100000 sec): 3 clusters
  Score: Raw -557475.932805 + Penalty 4056.604839 = -553419.327966
  nChanged 207
		SP:Iteration 10F (63483.270000 sec): 3 clusters
  Score: Raw -557816.913188 + Penalty 4056.604839 = -553760.308349
  nChanged 247
		SP:Iteration 11F (63483.470000 sec): 3 clusters
  Score: Raw -558213.318295 + Penalty 4056.604839 = -554156.713456
  nChanged 198
		SP:Iteration 12F (63483.630000 sec): 3 clusters
  Score: Raw -558512.678686 + Penalty 4056.604839 = -554456.073847
  nChanged 130
		SP:Iteration 13Q (63483.830000 sec): 3 clusters
  Score: Raw -558687.018066 + Penalty 4056.604839 = -554630.413227
  nChanged 69
		SP:Iteration 14Q (63484.020000 sec): 3 clusters
  Score: Raw -558776.856755 + Penalty 4056.604839 = -554720.251916
  nChanged 51
		SP:Iteration 15Q (63484.180000 sec): 3 clusters
  Score: Raw -558829.943734 + Penalty 4056.604839 = -554773.338895
  nChanged 27
		SP:Iteration 16Q (63484.360000 sec): 3 clusters
  Score: Raw -558854.317106 + Penalty 4056.604839 = -554797.712267
  nChanged 22
		SP:Iteration 17Q (63484.520000 sec): 3 clusters
  Score: Raw -558872.065696 + Penalty 4056.604839 = -554815.460857
  nChanged 13
		SP:Iteration 18Q (63484.700000 sec): 3 clusters
  Score: Raw -558880.108530 + Penalty 4056.604839 = -554823.503691
  nChanged 8
		SP:Iteration 19Q (63484.820000 sec): 3 clusters
  Score: Raw -558883.544830 + Penalty 4056.604839 = -554826.939991
  nChanged 2
		SP:Iteration 20F (63484.960000 sec): 3 clusters
  Score: Raw -558884.639362 + Penalty 4056.604839 = -554828.034523
  nChanged 4
		SP:Iteration 21Q (63485.110000 sec): 3 clusters
  Score: Raw -558885.815106 + Penalty 4056.604839 = -554829.210267
  nChanged 0
		SP:Iteration 22F (63485.260000 sec): 3 clusters
  Score: Raw -558885.815106 + Penalty 4056.604839 = -554829.210267
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (37872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63485.590000 sec): 2 clusters
  Score: Raw -6015967.596740 + Penalty 2614.407898 = -6013353.188842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63486.070000 sec): 3 clusters
  Score: Raw -5992896.224745 + Penalty 5228.815797 = -5987667.408949
  nChanged 17243
		SP:Iteration 1F (63486.550000 sec): 3 clusters
  Score: Raw -6002191.934590 + Penalty 5228.815797 = -5996963.118794
  nChanged 1606
		SP:Iteration 2Q (63487.070000 sec): 3 clusters
  Score: Raw -6002658.479069 + Penalty 5228.815797 = -5997429.663273
  nChanged 1537
		SP:Iteration 3Q (63487.480000 sec): 3 clusters
  Score: Raw -6003079.164503 + Penalty 5228.815797 = -5997850.348706
  nChanged 1384
		SP:Iteration 4Q (63487.950000 sec): 3 clusters
  Score: Raw -6003467.306549 + Penalty 5228.815797 = -5998238.490753
  nChanged 1335
		SP:Iteration 5Q (63488.420000 sec): 3 clusters
  Score: Raw -6003840.264078 + Penalty 5228.815797 = -5998611.448282
  nChanged 1298
		SP:Iteration 6Q (63488.860000 sec): 3 clusters
  Score: Raw -6004238.482937 + Penalty 5228.815797 = -5999009.667140
  nChanged 1417
		SP:Iteration 7Q (63489.370000 sec): 3 clusters
  Score: Raw -6004731.922419 + Penalty 5228.815797 = -5999503.106623
  nChanged 1567
		SP:Iteration 8Q (63489.840000 sec): 3 clusters
  Score: Raw -6005351.459704 + Penalty 5228.815797 = -6000122.643907
  nChanged 1776
		SP:Iteration 9Q (63490.280000 sec): 3 clusters
  Score: Raw -6006201.520852 + Penalty 5228.815797 = -6000972.705055
  nChanged 2009
		SP:Iteration 10F (63490.720000 sec): 3 clusters
  Score: Raw -6007245.715400 + Penalty 5228.815797 = -6002016.899604
  nChanged 2076
		SP:Iteration 11F (63491.190000 sec): 3 clusters
  Score: Raw -6008437.315774 + Penalty 5228.815797 = -6003208.499977
  nChanged 2044
		SP:Iteration 12F (63491.670000 sec): 3 clusters
  Score: Raw -6009666.966759 + Penalty 5228.815797 = -6004438.150963
  nChanged 1888
		SP:Iteration 13Q (63492.090000 sec): 3 clusters
  Score: Raw -6010826.277079 + Penalty 5228.815797 = -6005597.461282
  nChanged 1628
		SP:Iteration 14Q (63492.590000 sec): 3 clusters
  Score: Raw -6011920.195903 + Penalty 5228.815797 = -6006691.380106
  nChanged 1408
		SP:Iteration 15Q (63493.050000 sec): 3 clusters
  Score: Raw -6012924.092451 + Penalty 5228.815797 = -6007695.276654
  nChanged 1208
		SP:Iteration 16Q (63493.530000 sec): 3 clusters
  Score: Raw -6013827.852268 + Penalty 5228.815797 = -6008599.036471
  nChanged 947
		SP:Iteration 17Q (63494.030000 sec): 3 clusters
  Score: Raw -6014546.113665 + Penalty 5228.815797 = -6009317.297868
  nChanged 707
		SP:Iteration 18Q (63494.420000 sec): 3 clusters
  Score: Raw -6015078.476291 + Penalty 5228.815797 = -6009849.660494
  nChanged 500
		SP:Iteration 19Q (63494.900000 sec): 3 clusters
  Score: Raw -6015463.803291 + Penalty 5228.815797 = -6010234.987495
  nChanged 344
		SP:Iteration 20F (63495.310000 sec): 3 clusters
  Score: Raw -6015712.018988 + Penalty 5228.815797 = -6010483.203191
  nChanged 233
		SP:Iteration 21Q (63495.790000 sec): 3 clusters
  Score: Raw -6015869.064969 + Penalty 5228.815797 = -6010640.249172
  nChanged 136
		SP:Iteration 22Q (63496.170000 sec): 3 clusters
  Score: Raw -6015966.720395 + Penalty 5228.815797 = -6010737.904599
  nChanged 126
		SP:Iteration 23Q (63496.590000 sec): 3 clusters
  Score: Raw -6016042.765201 + Penalty 5228.815797 = -6010813.949405
  nChanged 101
		SP:Iteration 24Q (63497.030000 sec): 3 clusters
  Score: Raw -6016106.161536 + Penalty 5228.815797 = -6010877.345739
  nChanged 92
		SP:Iteration 25Q (63497.420000 sec): 3 clusters
  Score: Raw -6016162.033685 + Penalty 5228.815797 = -6010933.217889
  nChanged 77
		SP:Iteration 26Q (63497.870000 sec): 3 clusters
  Score: Raw -6016207.484116 + Penalty 5228.815797 = -6010978.668319
  nChanged 65
		SP:Iteration 27Q (63498.310000 sec): 3 clusters
  Score: Raw -6016246.508699 + Penalty 5228.815797 = -6011017.692903
  nChanged 60
		SP:Iteration 28Q (63498.770000 sec): 3 clusters
  Score: Raw -6016280.667035 + Penalty 5228.815797 = -6011051.851238
  nChanged 47
		SP:Iteration 29Q (63499.180000 sec): 3 clusters
  Score: Raw -6016306.305720 + Penalty 5228.815797 = -6011077.489923
  nChanged 30
		SP:Iteration 30Q (63499.590000 sec): 3 clusters
  Score: Raw -6016319.937881 + Penalty 5228.815797 = -6011091.122085
  nChanged 22
		SP:Iteration 31Q (63500.010000 sec): 3 clusters
  Score: Raw -6016330.575211 + Penalty 5228.815797 = -6011101.759415
  nChanged 23
		SP:Iteration 32Q (63500.400000 sec): 3 clusters
  Score: Raw -6016341.121068 + Penalty 5228.815797 = -6011112.305271
  nChanged 15
		SP:Iteration 33Q (63500.800000 sec): 3 clusters
  Score: Raw -6016347.668116 + Penalty 5228.815797 = -6011118.852320
  nChanged 11
		SP:Iteration 34Q (63501.310000 sec): 3 clusters
  Score: Raw -6016353.849956 + Penalty 5228.815797 = -6011125.034159
  nChanged 14
		SP:Iteration 35Q (63501.730000 sec): 3 clusters
  Score: Raw -6016361.154251 + Penalty 5228.815797 = -6011132.338454
  nChanged 11
		SP:Iteration 36Q (63502.120000 sec): 3 clusters
  Score: Raw -6016367.064446 + Penalty 5228.815797 = -6011138.248650
  nChanged 10
		SP:Iteration 37Q (63502.560000 sec): 3 clusters
  Score: Raw -6016372.017133 + Penalty 5228.815797 = -6011143.201336
  nChanged 15
		SP:Iteration 38Q (63502.940000 sec): 3 clusters
  Score: Raw -6016381.475967 + Penalty 5228.815797 = -6011152.660170
  nChanged 16
		SP:Iteration 39Q (63503.320000 sec): 3 clusters
  Score: Raw -6016388.999897 + Penalty 5228.815797 = -6011160.184101
  nChanged 7
		SP:Iteration 40F (63503.740000 sec): 3 clusters
  Score: Raw -6016391.047290 + Penalty 5228.815797 = -6011162.231494
  nChanged 6
		SP:Iteration 41Q (63504.130000 sec): 3 clusters
  Score: Raw -6016393.595080 + Penalty 5228.815797 = -6011164.779284
  nChanged 2
		SP:Iteration 42Q (63504.570000 sec): 3 clusters
  Score: Raw -6016394.855719 + Penalty 5228.815797 = -6011166.039922
  nChanged 6
		SP:Iteration 43Q (63505.020000 sec): 3 clusters
  Score: Raw -6016396.908596 + Penalty 5228.815797 = -6011168.092800
  nChanged 1
		SP:Iteration 44Q (63505.480000 sec): 3 clusters
  Score: Raw -6016397.069621 + Penalty 5228.815797 = -6011168.253824
  nChanged 0
		SP:Iteration 45F (63505.920000 sec): 3 clusters
  Score: Raw -6016397.069621 + Penalty 5228.815797 = -6011168.253824
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (20913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63506.150000 sec): 2 clusters
  Score: Raw -3285769.322001 + Penalty 2467.135311 = -3283302.186690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63506.490000 sec): 3 clusters
  Score: Raw -3273630.407241 + Penalty 4934.270622 = -3268696.136618
  nChanged 9130
		SP:Iteration 1F (63506.820000 sec): 3 clusters
  Score: Raw -3278451.361082 + Penalty 4934.270622 = -3273517.090460
  nChanged 1058
		SP:Iteration 2F (63507.130000 sec): 3 clusters
  Score: Raw -3278837.009438 + Penalty 4934.270622 = -3273902.738816
  nChanged 925
		SP:Iteration 3Q (63507.500000 sec): 3 clusters
  Score: Raw -3279174.774271 + Penalty 4934.270622 = -3274240.503649
  nChanged 874
		SP:Iteration 4Q (63507.840000 sec): 3 clusters
  Score: Raw -3279527.363992 + Penalty 4934.270622 = -3274593.093370
  nChanged 852
		SP:Iteration 5Q (63508.180000 sec): 3 clusters
  Score: Raw -3279904.049344 + Penalty 4934.270622 = -3274969.778722
  nChanged 901
		SP:Iteration 6Q (63508.560000 sec): 3 clusters
  Score: Raw -3280412.533943 + Penalty 4934.270622 = -3275478.263320
  nChanged 1042
		SP:Iteration 7Q (63508.900000 sec): 3 clusters
  Score: Raw -3281075.873540 + Penalty 4934.270622 = -3276141.602918
  nChanged 1058
		SP:Iteration 8F (63509.190000 sec): 3 clusters
  Score: Raw -3281790.293243 + Penalty 4934.270622 = -3276856.022621
  nChanged 1066
		SP:Iteration 9F (63509.520000 sec): 3 clusters
  Score: Raw -3282538.820408 + Penalty 4934.270622 = -3277604.549786
  nChanged 984
		SP:Iteration 10Q (63509.820000 sec): 3 clusters
  Score: Raw -3283279.281853 + Penalty 4934.270622 = -3278345.011231
  nChanged 910
		SP:Iteration 11Q (63510.170000 sec): 3 clusters
  Score: Raw -3283941.572890 + Penalty 4934.270622 = -3279007.302267
  nChanged 737
		SP:Iteration 12Q (63510.470000 sec): 3 clusters
  Score: Raw -3284464.168171 + Penalty 4934.270622 = -3279529.897549
  nChanged 583
		SP:Iteration 13Q (63510.810000 sec): 3 clusters
  Score: Raw -3284890.357570 + Penalty 4934.270622 = -3279956.086947
  nChanged 468
		SP:Iteration 14Q (63511.100000 sec): 3 clusters
  Score: Raw -3285229.077198 + Penalty 4934.270622 = -3280294.806576
  nChanged 327
		SP:Iteration 15Q (63511.410000 sec): 3 clusters
  Score: Raw -3285442.076186 + Penalty 4934.270622 = -3280507.805564
  nChanged 240
		SP:Iteration 16Q (63511.730000 sec): 3 clusters
  Score: Raw -3285588.039871 + Penalty 4934.270622 = -3280653.769249
  nChanged 185
		SP:Iteration 17Q (63512.040000 sec): 3 clusters
  Score: Raw -3285715.300684 + Penalty 4934.270622 = -3280781.030062
  nChanged 133
		SP:Iteration 18Q (63512.390000 sec): 3 clusters
  Score: Raw -3285801.925840 + Penalty 4934.270622 = -3280867.655218
  nChanged 99
		SP:Iteration 19Q (63512.700000 sec): 3 clusters
  Score: Raw -3285873.064947 + Penalty 4934.270622 = -3280938.794325
  nChanged 73
		SP:Iteration 20F (63513.020000 sec): 3 clusters
  Score: Raw -3285940.812029 + Penalty 4934.270622 = -3281006.541407
  nChanged 72
		SP:Iteration 21Q (63513.290000 sec): 3 clusters
  Score: Raw -3285996.285973 + Penalty 4934.270622 = -3281062.015351
  nChanged 56
		SP:Iteration 22Q (63513.600000 sec): 3 clusters
  Score: Raw -3286038.150280 + Penalty 4934.270622 = -3281103.879658
  nChanged 40
		SP:Iteration 23Q (63513.910000 sec): 3 clusters
  Score: Raw -3286069.115804 + Penalty 4934.270622 = -3281134.845182
  nChanged 28
		SP:Iteration 24Q (63514.240000 sec): 3 clusters
  Score: Raw -3286087.911776 + Penalty 4934.270622 = -3281153.641153
  nChanged 24
		SP:Iteration 25Q (63514.560000 sec): 3 clusters
  Score: Raw -3286101.817352 + Penalty 4934.270622 = -3281167.546730
  nChanged 17
		SP:Iteration 26Q (63514.880000 sec): 3 clusters
  Score: Raw -3286116.588428 + Penalty 4934.270622 = -3281182.317806
  nChanged 21
		SP:Iteration 27Q (63515.210000 sec): 3 clusters
  Score: Raw -3286135.941647 + Penalty 4934.270622 = -3281201.671025
  nChanged 20
		SP:Iteration 28Q (63515.580000 sec): 3 clusters
  Score: Raw -3286151.190712 + Penalty 4934.270622 = -3281216.920090
  nChanged 17
		SP:Iteration 29Q (63515.880000 sec): 3 clusters
  Score: Raw -3286162.966983 + Penalty 4934.270622 = -3281228.696361
  nChanged 12
		SP:Iteration 30Q (63516.250000 sec): 3 clusters
  Score: Raw -3286169.522946 + Penalty 4934.270622 = -3281235.252324
  nChanged 5
		SP:Iteration 31Q (63516.550000 sec): 3 clusters
  Score: Raw -3286173.100491 + Penalty 4934.270622 = -3281238.829869
  nChanged 7
		SP:Iteration 32Q (63516.840000 sec): 3 clusters
  Score: Raw -3286179.760863 + Penalty 4934.270622 = -3281245.490241
  nChanged 5
		SP:Iteration 33Q (63517.160000 sec): 3 clusters
  Score: Raw -3286182.837652 + Penalty 4934.270622 = -3281248.567030
  nChanged 3
		SP:Iteration 34Q (63517.500000 sec): 3 clusters
  Score: Raw -3286183.818374 + Penalty 4934.270622 = -3281249.547752
  nChanged 2
		SP:Iteration 35Q (63517.810000 sec): 3 clusters
  Score: Raw -3286184.691140 + Penalty 4934.270622 = -3281250.420518
  nChanged 2
		SP:Iteration 36Q (63518.110000 sec): 3 clusters
  Score: Raw -3286185.473185 + Penalty 4934.270622 = -3281251.202563
  nChanged 1
		SP:Iteration 37Q (63518.400000 sec): 3 clusters
  Score: Raw -3286185.947013 + Penalty 4934.270622 = -3281251.676391
  nChanged 2
		SP:Iteration 38Q (63518.710000 sec): 3 clusters
  Score: Raw -3286187.248524 + Penalty 4934.270622 = -3281252.977902
  nChanged 2
		SP:Iteration 39Q (63519.030000 sec): 3 clusters
  Score: Raw -3286187.967454 + Penalty 4934.270622 = -3281253.696832
  nChanged 0
		SP:Iteration 40F (63519.360000 sec): 3 clusters
  Score: Raw -3286187.967454 + Penalty 4934.270622 = -3281253.696832
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (14574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63519.610000 sec): 2 clusters
  Score: Raw -2180988.506095 + Penalty 2377.574611 = -2178610.931484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63519.880000 sec): 3 clusters
  Score: Raw -2172849.333306 + Penalty 4755.149222 = -2168094.184085
  nChanged 6277
		SP:Iteration 1F (63520.140000 sec): 3 clusters
  Score: Raw -2176609.377110 + Penalty 4755.149222 = -2171854.227889
  nChanged 1155
		SP:Iteration 2F (63520.410000 sec): 3 clusters
  Score: Raw -2177328.621995 + Penalty 4755.149222 = -2172573.472774
  nChanged 967
		SP:Iteration 3F (63520.670000 sec): 3 clusters
  Score: Raw -2177995.359589 + Penalty 4755.149222 = -2173240.210367
  nChanged 921
		SP:Iteration 4F (63520.940000 sec): 3 clusters
  Score: Raw -2178583.048970 + Penalty 4755.149222 = -2173827.899748
  nChanged 813
		SP:Iteration 5F (63521.200000 sec): 3 clusters
  Score: Raw -2179103.642506 + Penalty 4755.149222 = -2174348.493285
  nChanged 702
		SP:Iteration 6Q (63521.490000 sec): 3 clusters
  Score: Raw -2179486.496663 + Penalty 4755.149222 = -2174731.347441
  nChanged 586
		SP:Iteration 7Q (63521.760000 sec): 3 clusters
  Score: Raw -2179776.987950 + Penalty 4755.149222 = -2175021.838729
  nChanged 523
		SP:Iteration 8Q (63522.010000 sec): 3 clusters
  Score: Raw -2180033.540327 + Penalty 4755.149222 = -2175278.391105
  nChanged 432
		SP:Iteration 9Q (63522.300000 sec): 3 clusters
  Score: Raw -2180226.918084 + Penalty 4755.149222 = -2175471.768862
  nChanged 364
		SP:Iteration 10Q (63522.590000 sec): 3 clusters
  Score: Raw -2180385.803777 + Penalty 4755.149222 = -2175630.654555
  nChanged 347
		SP:Iteration 11Q (63522.840000 sec): 3 clusters
  Score: Raw -2180548.010784 + Penalty 4755.149222 = -2175792.861563
  nChanged 347
		SP:Iteration 12Q (63523.160000 sec): 3 clusters
  Score: Raw -2180705.432427 + Penalty 4755.149222 = -2175950.283205
  nChanged 330
		SP:Iteration 13Q (63523.470000 sec): 3 clusters
  Score: Raw -2180857.715221 + Penalty 4755.149222 = -2176102.566000
  nChanged 299
		SP:Iteration 14Q (63523.750000 sec): 3 clusters
  Score: Raw -2180989.118416 + Penalty 4755.149222 = -2176233.969195
  nChanged 259
		SP:Iteration 15Q (63524.050000 sec): 3 clusters
  Score: Raw -2181105.457411 + Penalty 4755.149222 = -2176350.308189
  nChanged 224
		SP:Iteration 16Q (63524.310000 sec): 3 clusters
  Score: Raw -2181206.561332 + Penalty 4755.149222 = -2176451.412111
  nChanged 192
		SP:Iteration 17Q (63524.610000 sec): 3 clusters
  Score: Raw -2181291.088337 + Penalty 4755.149222 = -2176535.939116
  nChanged 171
		SP:Iteration 18Q (63524.940000 sec): 3 clusters
  Score: Raw -2181366.429136 + Penalty 4755.149222 = -2176611.279915
  nChanged 147
		SP:Iteration 19Q (63525.250000 sec): 3 clusters
  Score: Raw -2181434.511585 + Penalty 4755.149222 = -2176679.362364
  nChanged 123
		SP:Iteration 20F (63525.570000 sec): 3 clusters
  Score: Raw -2181499.535656 + Penalty 4755.149222 = -2176744.386435
  nChanged 115
		SP:Iteration 21Q (63525.880000 sec): 3 clusters
  Score: Raw -2181553.832714 + Penalty 4755.149222 = -2176798.683493
  nChanged 97
		SP:Iteration 22Q (63526.200000 sec): 3 clusters
  Score: Raw -2181603.274201 + Penalty 4755.149222 = -2176848.124980
  nChanged 92
		SP:Iteration 23Q (63526.420000 sec): 3 clusters
  Score: Raw -2181644.870934 + Penalty 4755.149222 = -2176889.721712
  nChanged 84
		SP:Iteration 24Q (63526.700000 sec): 3 clusters
  Score: Raw -2181680.460231 + Penalty 4755.149222 = -2176925.311010
  nChanged 65
		SP:Iteration 25Q (63527.000000 sec): 3 clusters
  Score: Raw -2181710.520322 + Penalty 4755.149222 = -2176955.371101
  nChanged 49
		SP:Iteration 26Q (63527.290000 sec): 3 clusters
  Score: Raw -2181731.773176 + Penalty 4755.149222 = -2176976.623955
  nChanged 43
		SP:Iteration 27Q (63527.570000 sec): 3 clusters
  Score: Raw -2181748.550333 + Penalty 4755.149222 = -2176993.401112
  nChanged 38
		SP:Iteration 28Q (63527.780000 sec): 3 clusters
  Score: Raw -2181767.537854 + Penalty 4755.149222 = -2177012.388633
  nChanged 32
		SP:Iteration 29Q (63528.030000 sec): 3 clusters
  Score: Raw -2181781.029206 + Penalty 4755.149222 = -2177025.879984
  nChanged 31
		SP:Iteration 30Q (63528.350000 sec): 3 clusters
  Score: Raw -2181794.175132 + Penalty 4755.149222 = -2177039.025910
  nChanged 27
		SP:Iteration 31Q (63528.710000 sec): 3 clusters
  Score: Raw -2181809.569595 + Penalty 4755.149222 = -2177054.420373
  nChanged 37
		SP:Iteration 32Q (63529.050000 sec): 3 clusters
  Score: Raw -2181827.352236 + Penalty 4755.149222 = -2177072.203015
  nChanged 24
		SP:Iteration 33Q (63529.270000 sec): 3 clusters
  Score: Raw -2181837.898953 + Penalty 4755.149222 = -2177082.749731
  nChanged 14
		SP:Iteration 34Q (63529.540000 sec): 3 clusters
  Score: Raw -2181845.631433 + Penalty 4755.149222 = -2177090.482211
  nChanged 18
		SP:Iteration 35Q (63529.840000 sec): 3 clusters
  Score: Raw -2181852.949968 + Penalty 4755.149222 = -2177097.800746
  nChanged 10
		SP:Iteration 36Q (63530.100000 sec): 3 clusters
  Score: Raw -2181855.892930 + Penalty 4755.149222 = -2177100.743708
  nChanged 10
		SP:Iteration 37Q (63530.400000 sec): 3 clusters
  Score: Raw -2181860.738254 + Penalty 4755.149222 = -2177105.589033
  nChanged 13
		SP:Iteration 38Q (63530.650000 sec): 3 clusters
  Score: Raw -2181866.806795 + Penalty 4755.149222 = -2177111.657573
  nChanged 13
		SP:Iteration 39Q (63530.900000 sec): 3 clusters
  Score: Raw -2181873.083285 + Penalty 4755.149222 = -2177117.934063
  nChanged 8
		SP:Iteration 40F (63531.200000 sec): 3 clusters
  Score: Raw -2181876.300267 + Penalty 4755.149222 = -2177121.151045
  nChanged 8
		SP:Iteration 41Q (63531.460000 sec): 3 clusters
  Score: Raw -2181879.202368 + Penalty 4755.149222 = -2177124.053146
  nChanged 3
		SP:Iteration 42Q (63531.770000 sec): 3 clusters
  Score: Raw -2181879.912235 + Penalty 4755.149222 = -2177124.763013
  nChanged 2
		SP:Iteration 43Q (63531.980000 sec): 3 clusters
  Score: Raw -2181880.335197 + Penalty 4755.149222 = -2177125.185975
  nChanged 0
		SP:Iteration 44F (63532.300000 sec): 3 clusters
  Score: Raw -2181880.335197 + Penalty 4755.149222 = -2177125.185975
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (10406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63532.460000 sec): 2 clusters
  Score: Raw -1604540.769932 + Penalty 2294.034185 = -1602246.735748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63532.730000 sec): 3 clusters
  Score: Raw -1598970.622179 + Penalty 4588.068370 = -1594382.553809
  nChanged 4275
		SP:Iteration 1F (63532.970000 sec): 3 clusters
  Score: Raw -1601354.363227 + Penalty 4588.068370 = -1596766.294858
  nChanged 765
		SP:Iteration 2F (63533.240000 sec): 3 clusters
  Score: Raw -1601801.168163 + Penalty 4588.068370 = -1597213.099793
  nChanged 653
		SP:Iteration 3F (63533.410000 sec): 3 clusters
  Score: Raw -1602190.291297 + Penalty 4588.068370 = -1597602.222927
  nChanged 594
		SP:Iteration 4F (63533.660000 sec): 3 clusters
  Score: Raw -1602532.787366 + Penalty 4588.068370 = -1597944.718996
  nChanged 517
		SP:Iteration 5Q (63533.880000 sec): 3 clusters
  Score: Raw -1602821.491787 + Penalty 4588.068370 = -1598233.423417
  nChanged 465
		SP:Iteration 6Q (63534.090000 sec): 3 clusters
  Score: Raw -1603082.703801 + Penalty 4588.068370 = -1598494.635432
  nChanged 412
		SP:Iteration 7Q (63534.310000 sec): 3 clusters
  Score: Raw -1603305.574762 + Penalty 4588.068370 = -1598717.506392
  nChanged 362
		SP:Iteration 8Q (63534.580000 sec): 3 clusters
  Score: Raw -1603498.862176 + Penalty 4588.068370 = -1598910.793807
  nChanged 332
		SP:Iteration 9Q (63534.800000 sec): 3 clusters
  Score: Raw -1603667.302069 + Penalty 4588.068370 = -1599079.233700
  nChanged 304
		SP:Iteration 10Q (63535.060000 sec): 3 clusters
  Score: Raw -1603838.956594 + Penalty 4588.068370 = -1599250.888224
  nChanged 267
		SP:Iteration 11Q (63535.270000 sec): 3 clusters
  Score: Raw -1603977.243754 + Penalty 4588.068370 = -1599389.175384
  nChanged 226
		SP:Iteration 12Q (63535.530000 sec): 3 clusters
  Score: Raw -1604089.167031 + Penalty 4588.068370 = -1599501.098661
  nChanged 198
		SP:Iteration 13Q (63535.730000 sec): 3 clusters
  Score: Raw -1604178.496053 + Penalty 4588.068370 = -1599590.427683
  nChanged 164
		SP:Iteration 14Q (63535.940000 sec): 3 clusters
  Score: Raw -1604261.189977 + Penalty 4588.068370 = -1599673.121607
  nChanged 167
		SP:Iteration 15Q (63536.160000 sec): 3 clusters
  Score: Raw -1604351.140125 + Penalty 4588.068370 = -1599763.071756
  nChanged 147
		SP:Iteration 16Q (63536.330000 sec): 3 clusters
  Score: Raw -1604429.563388 + Penalty 4588.068370 = -1599841.495019
  nChanged 123
		SP:Iteration 17Q (63536.500000 sec): 3 clusters
  Score: Raw -1604491.959435 + Penalty 4588.068370 = -1599903.891065
  nChanged 108
		SP:Iteration 18Q (63536.680000 sec): 3 clusters
  Score: Raw -1604547.049697 + Penalty 4588.068370 = -1599958.981328
  nChanged 106
		SP:Iteration 19Q (63536.900000 sec): 3 clusters
  Score: Raw -1604599.456197 + Penalty 4588.068370 = -1600011.387827
  nChanged 97
		SP:Iteration 20F (63537.120000 sec): 3 clusters
  Score: Raw -1604647.518185 + Penalty 4588.068370 = -1600059.449815
  nChanged 62
		SP:Iteration 21Q (63537.350000 sec): 3 clusters
  Score: Raw -1604677.529254 + Penalty 4588.068370 = -1600089.460884
  nChanged 59
		SP:Iteration 22Q (63537.530000 sec): 3 clusters
  Score: Raw -1604709.123346 + Penalty 4588.068370 = -1600121.054977
  nChanged 62
		SP:Iteration 23Q (63537.770000 sec): 3 clusters
  Score: Raw -1604734.889625 + Penalty 4588.068370 = -1600146.821256
  nChanged 45
		SP:Iteration 24Q (63537.910000 sec): 3 clusters
  Score: Raw -1604752.285172 + Penalty 4588.068370 = -1600164.216803
  nChanged 42
		SP:Iteration 25Q (63538.180000 sec): 3 clusters
  Score: Raw -1604773.021316 + Penalty 4588.068370 = -1600184.952947
  nChanged 45
		SP:Iteration 26Q (63538.370000 sec): 3 clusters
  Score: Raw -1604792.805101 + Penalty 4588.068370 = -1600204.736731
  nChanged 42
		SP:Iteration 27Q (63538.600000 sec): 3 clusters
  Score: Raw -1604812.272710 + Penalty 4588.068370 = -1600224.204340
  nChanged 27
		SP:Iteration 28Q (63538.770000 sec): 3 clusters
  Score: Raw -1604823.000667 + Penalty 4588.068370 = -1600234.932298
  nChanged 21
		SP:Iteration 29Q (63539.000000 sec): 3 clusters
  Score: Raw -1604832.324297 + Penalty 4588.068370 = -1600244.255927
  nChanged 25
		SP:Iteration 30Q (63539.200000 sec): 3 clusters
  Score: Raw -1604843.728263 + Penalty 4588.068370 = -1600255.659893
  nChanged 17
		SP:Iteration 31Q (63539.380000 sec): 3 clusters
  Score: Raw -1604850.343702 + Penalty 4588.068370 = -1600262.275332
  nChanged 21
		SP:Iteration 32Q (63539.660000 sec): 3 clusters
  Score: Raw -1604860.300892 + Penalty 4588.068370 = -1600272.232522
  nChanged 29
		SP:Iteration 33Q (63539.900000 sec): 3 clusters
  Score: Raw -1604874.993817 + Penalty 4588.068370 = -1600286.925447
  nChanged 26
		SP:Iteration 34Q (63540.120000 sec): 3 clusters
  Score: Raw -1604890.888453 + Penalty 4588.068370 = -1600302.820083
  nChanged 31
		SP:Iteration 35Q (63540.340000 sec): 3 clusters
  Score: Raw -1604909.464382 + Penalty 4588.068370 = -1600321.396012
  nChanged 35
		SP:Iteration 36Q (63540.530000 sec): 3 clusters
  Score: Raw -1604929.611321 + Penalty 4588.068370 = -1600341.542951
  nChanged 23
		SP:Iteration 37Q (63540.770000 sec): 3 clusters
  Score: Raw -1604941.069476 + Penalty 4588.068370 = -1600353.001107
  nChanged 17
		SP:Iteration 38Q (63541.020000 sec): 3 clusters
  Score: Raw -1604949.968979 + Penalty 4588.068370 = -1600361.900609
  nChanged 19
		SP:Iteration 39Q (63541.330000 sec): 3 clusters
  Score: Raw -1604960.575801 + Penalty 4588.068370 = -1600372.507432
  nChanged 16
		SP:Iteration 40F (63541.580000 sec): 3 clusters
  Score: Raw -1604968.805271 + Penalty 4588.068370 = -1600380.736902
  nChanged 14
		SP:Iteration 41Q (63541.850000 sec): 3 clusters
  Score: Raw -1604977.210467 + Penalty 4588.068370 = -1600389.142098
  nChanged 9
		SP:Iteration 42Q (63542.100000 sec): 3 clusters
  Score: Raw -1604981.181725 + Penalty 4588.068370 = -1600393.113355
  nChanged 5
		SP:Iteration 43Q (63542.400000 sec): 3 clusters
  Score: Raw -1604982.625449 + Penalty 4588.068370 = -1600394.557079
  nChanged 4
		SP:Iteration 44Q (63542.630000 sec): 3 clusters
  Score: Raw -1604984.877843 + Penalty 4588.068370 = -1600396.809473
  nChanged 5
		SP:Iteration 45Q (63542.860000 sec): 3 clusters
  Score: Raw -1604986.832568 + Penalty 4588.068370 = -1600398.764198
  nChanged 5
		SP:Iteration 46Q (63543.050000 sec): 3 clusters
  Score: Raw -1604988.765383 + Penalty 4588.068370 = -1600400.697014
  nChanged 3
		SP:Iteration 47Q (63543.260000 sec): 3 clusters
  Score: Raw -1604990.188123 + Penalty 4588.068370 = -1600402.119754
  nChanged 3
		SP:Iteration 48Q (63543.500000 sec): 3 clusters
  Score: Raw -1604991.161403 + Penalty 4588.068370 = -1600403.093033
  nChanged 1
		SP:Iteration 49Q (63543.700000 sec): 3 clusters
  Score: Raw -1604991.292127 + Penalty 4588.068370 = -1600403.223757
  nChanged 2
		SP:Iteration 50Q (63543.920000 sec): 3 clusters
  Score: Raw -1604992.017650 + Penalty 4588.068370 = -1600403.949280
  nChanged 5
		SP:Iteration 51Q (63544.100000 sec): 3 clusters
  Score: Raw -1604993.666345 + Penalty 4588.068370 = -1600405.597976
  nChanged 1
		SP:Iteration 52Q (63544.380000 sec): 3 clusters
  Score: Raw -1604994.009447 + Penalty 4588.068370 = -1600405.941078
  nChanged 1
		SP:Iteration 53Q (63544.580000 sec): 3 clusters
  Score: Raw -1604994.391317 + Penalty 4588.068370 = -1600406.322948
  nChanged 0
		SP:Iteration 54F (63544.800000 sec): 3 clusters
  Score: Raw -1604994.391317 + Penalty 4588.068370 = -1600406.322948
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (3905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63544.920000 sec): 2 clusters
  Score: Raw -572418.027732 + Penalty 2050.963239 = -570367.064493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63545.090000 sec): 3 clusters
  Score: Raw -570741.902031 + Penalty 4101.926479 = -566639.975553
  nChanged 1392
		SP:Iteration 1F (63545.280000 sec): 3 clusters
  Score: Raw -571641.686257 + Penalty 4101.926479 = -567539.759778
  nChanged 339
		SP:Iteration 2F (63545.500000 sec): 3 clusters
  Score: Raw -571898.964510 + Penalty 4101.926479 = -567797.038031
  nChanged 228
		SP:Iteration 3F (63545.660000 sec): 3 clusters
  Score: Raw -572089.290866 + Penalty 4101.926479 = -567987.364387
  nChanged 200
		SP:Iteration 4F (63545.840000 sec): 3 clusters
  Score: Raw -572260.844880 + Penalty 4101.926479 = -568158.918401
  nChanged 165
		SP:Iteration 5Q (63546.010000 sec): 3 clusters
  Score: Raw -572400.858600 + Penalty 4101.926479 = -568298.932121
  nChanged 142
		SP:Iteration 6Q (63546.200000 sec): 3 clusters
  Score: Raw -572545.224185 + Penalty 4101.926479 = -568443.297706
  nChanged 154
		SP:Iteration 7Q (63546.390000 sec): 3 clusters
  Score: Raw -572682.879422 + Penalty 4101.926479 = -568580.952943
  nChanged 132
		SP:Iteration 8Q (63546.520000 sec): 3 clusters
  Score: Raw -572796.233389 + Penalty 4101.926479 = -568694.306910
  nChanged 99
		SP:Iteration 9Q (63546.660000 sec): 3 clusters
  Score: Raw -572858.972804 + Penalty 4101.926479 = -568757.046325
  nChanged 77
		SP:Iteration 10Q (63546.890000 sec): 3 clusters
  Score: Raw -572917.377940 + Penalty 4101.926479 = -568815.451461
  nChanged 87
		SP:Iteration 11Q (63547.110000 sec): 3 clusters
  Score: Raw -572985.532380 + Penalty 4101.926479 = -568883.605902
  nChanged 85
		SP:Iteration 12Q (63547.260000 sec): 3 clusters
  Score: Raw -573045.402333 + Penalty 4101.926479 = -568943.475854
  nChanged 70
		SP:Iteration 13Q (63547.470000 sec): 3 clusters
  Score: Raw -573098.232263 + Penalty 4101.926479 = -568996.305784
  nChanged 71
		SP:Iteration 14Q (63547.670000 sec): 3 clusters
  Score: Raw -573148.010096 + Penalty 4101.926479 = -569046.083617
  nChanged 55
		SP:Iteration 15Q (63547.870000 sec): 3 clusters
  Score: Raw -573183.527321 + Penalty 4101.926479 = -569081.600842
  nChanged 41
		SP:Iteration 16Q (63548.080000 sec): 3 clusters
  Score: Raw -573203.023571 + Penalty 4101.926479 = -569101.097092
  nChanged 34
		SP:Iteration 17Q (63548.310000 sec): 3 clusters
  Score: Raw -573222.395023 + Penalty 4101.926479 = -569120.468544
  nChanged 33
		SP:Iteration 18Q (63548.480000 sec): 3 clusters
  Score: Raw -573241.455988 + Penalty 4101.926479 = -569139.529509
  nChanged 27
		SP:Iteration 19Q (63548.680000 sec): 3 clusters
  Score: Raw -573256.417228 + Penalty 4101.926479 = -569154.490749
  nChanged 22
		SP:Iteration 20F (63548.900000 sec): 3 clusters
  Score: Raw -573266.011053 + Penalty 4101.926479 = -569164.084574
  nChanged 14
		SP:Iteration 21Q (63549.120000 sec): 3 clusters
  Score: Raw -573270.980922 + Penalty 4101.926479 = -569169.054443
  nChanged 5
		SP:Iteration 22Q (63549.250000 sec): 3 clusters
  Score: Raw -573272.552353 + Penalty 4101.926479 = -569170.625874
  nChanged 4
		SP:Iteration 23Q (63549.460000 sec): 3 clusters
  Score: Raw -573273.909924 + Penalty 4101.926479 = -569171.983445
  nChanged 2
		SP:Iteration 24Q (63549.710000 sec): 3 clusters
  Score: Raw -573274.216024 + Penalty 4101.926479 = -569172.289546
  nChanged 2
		SP:Iteration 25Q (63549.900000 sec): 3 clusters
  Score: Raw -573274.626458 + Penalty 4101.926479 = -569172.699979
  nChanged 1
		SP:Iteration 26Q (63550.130000 sec): 3 clusters
  Score: Raw -573275.313878 + Penalty 4101.926479 = -569173.387399
  nChanged 0
		SP:Iteration 27F (63550.330000 sec): 3 clusters
  Score: Raw -573275.313878 + Penalty 4101.926479 = -569173.387399
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (76286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63550.910000 sec): 2 clusters
  Score: Raw -12376524.625599 + Penalty 2788.076689 = -12373736.548909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63551.630000 sec): 3 clusters
  Score: Raw -12328120.810330 + Penalty 5576.153378 = -12322544.656952
  nChanged 35810
		SP:Iteration 1F (63552.330000 sec): 3 clusters
  Score: Raw -12348270.814298 + Penalty 5576.153378 = -12342694.660920
  nChanged 3089
		SP:Iteration 2Q (63553.070000 sec): 3 clusters
  Score: Raw -12349252.363240 + Penalty 5576.153378 = -12343676.209861
  nChanged 3443
		SP:Iteration 3Q (63553.830000 sec): 3 clusters
  Score: Raw -12350594.053428 + Penalty 5576.153378 = -12345017.900050
  nChanged 4096
		SP:Iteration 4F (63554.560000 sec): 3 clusters
  Score: Raw -12352716.184502 + Penalty 5576.153378 = -12347140.031124
  nChanged 5196
		SP:Iteration 5F (63555.370000 sec): 3 clusters
  Score: Raw -12356274.610684 + Penalty 5576.153378 = -12350698.457306
  nChanged 6123
		SP:Iteration 6F (63556.070000 sec): 3 clusters
  Score: Raw -12361252.100474 + Penalty 5576.153378 = -12355675.947096
  nChanged 5938
		SP:Iteration 7F (63556.790000 sec): 3 clusters
  Score: Raw -12366625.925513 + Penalty 5576.153378 = -12361049.772134
  nChanged 4613
		SP:Iteration 8F (63557.490000 sec): 3 clusters
  Score: Raw -12371085.198292 + Penalty 5576.153378 = -12365509.044914
  nChanged 2860
		SP:Iteration 9Q (63558.190000 sec): 3 clusters
  Score: Raw -12373951.589753 + Penalty 5576.153378 = -12368375.436374
  nChanged 1520
		SP:Iteration 10Q (63558.900000 sec): 3 clusters
  Score: Raw -12375363.338026 + Penalty 5576.153378 = -12369787.184648
  nChanged 766
		SP:Iteration 11Q (63559.600000 sec): 3 clusters
  Score: Raw -12375960.051234 + Penalty 5576.153378 = -12370383.897856
  nChanged 459
		SP:Iteration 12Q (63560.300000 sec): 3 clusters
  Score: Raw -12376286.237100 + Penalty 5576.153378 = -12370710.083722
  nChanged 307
		SP:Iteration 13Q (63561.040000 sec): 3 clusters
  Score: Raw -12376496.359790 + Penalty 5576.153378 = -12370920.206412
  nChanged 217
		SP:Iteration 14Q (63561.730000 sec): 3 clusters
  Score: Raw -12376648.089130 + Penalty 5576.153378 = -12371071.935751
  nChanged 147
		SP:Iteration 15Q (63562.440000 sec): 3 clusters
  Score: Raw -12376737.810530 + Penalty 5576.153378 = -12371161.657152
  nChanged 103
		SP:Iteration 16Q (63563.210000 sec): 3 clusters
  Score: Raw -12376809.821263 + Penalty 5576.153378 = -12371233.667884
  nChanged 79
		SP:Iteration 17Q (63563.910000 sec): 3 clusters
  Score: Raw -12376859.488250 + Penalty 5576.153378 = -12371283.334871
  nChanged 59
		SP:Iteration 18Q (63564.600000 sec): 3 clusters
  Score: Raw -12376896.474618 + Penalty 5576.153378 = -12371320.321240
  nChanged 49
		SP:Iteration 19Q (63565.350000 sec): 3 clusters
  Score: Raw -12376933.647037 + Penalty 5576.153378 = -12371357.493659
  nChanged 51
		SP:Iteration 20F (63566.070000 sec): 3 clusters
  Score: Raw -12376968.398165 + Penalty 5576.153378 = -12371392.244787
  nChanged 38
		SP:Iteration 21Q (63566.890000 sec): 3 clusters
  Score: Raw -12376995.459454 + Penalty 5576.153378 = -12371419.306076
  nChanged 42
		SP:Iteration 22Q (63567.530000 sec): 3 clusters
  Score: Raw -12377023.222294 + Penalty 5576.153378 = -12371447.068916
  nChanged 24
		SP:Iteration 23Q (63568.290000 sec): 3 clusters
  Score: Raw -12377042.221035 + Penalty 5576.153378 = -12371466.067657
  nChanged 24
		SP:Iteration 24Q (63569.070000 sec): 3 clusters
  Score: Raw -12377054.321316 + Penalty 5576.153378 = -12371478.167938
  nChanged 15
		SP:Iteration 25Q (63569.780000 sec): 3 clusters
  Score: Raw -12377062.852487 + Penalty 5576.153378 = -12371486.699109
  nChanged 15
		SP:Iteration 26Q (63570.490000 sec): 3 clusters
  Score: Raw -12377070.820625 + Penalty 5576.153378 = -12371494.667247
  nChanged 7
		SP:Iteration 27Q (63571.250000 sec): 3 clusters
  Score: Raw -12377075.743058 + Penalty 5576.153378 = -12371499.589680
  nChanged 8
		SP:Iteration 28Q (63571.950000 sec): 3 clusters
  Score: Raw -12377079.395439 + Penalty 5576.153378 = -12371503.242061
  nChanged 6
		SP:Iteration 29Q (63572.660000 sec): 3 clusters
  Score: Raw -12377083.572191 + Penalty 5576.153378 = -12371507.418813
  nChanged 8
		SP:Iteration 30Q (63573.380000 sec): 3 clusters
  Score: Raw -12377088.545930 + Penalty 5576.153378 = -12371512.392552
  nChanged 5
		SP:Iteration 31Q (63574.090000 sec): 3 clusters
  Score: Raw -12377091.341967 + Penalty 5576.153378 = -12371515.188589
  nChanged 5
		SP:Iteration 32Q (63574.900000 sec): 3 clusters
  Score: Raw -12377094.032037 + Penalty 5576.153378 = -12371517.878658
  nChanged 3
		SP:Iteration 33Q (63575.740000 sec): 3 clusters
  Score: Raw -12377095.901186 + Penalty 5576.153378 = -12371519.747808
  nChanged 2
		SP:Iteration 34Q (63576.520000 sec): 3 clusters
  Score: Raw -12377096.946258 + Penalty 5576.153378 = -12371520.792880
  nChanged 2
		SP:Iteration 35Q (63577.280000 sec): 3 clusters
  Score: Raw -12377097.862468 + Penalty 5576.153378 = -12371521.709090
  nChanged 4
		SP:Iteration 36Q (63578.110000 sec): 3 clusters
  Score: Raw -12377100.032868 + Penalty 5576.153378 = -12371523.879490
  nChanged 6
		SP:Iteration 37Q (63578.940000 sec): 3 clusters
  Score: Raw -12377102.300375 + Penalty 5576.153378 = -12371526.146996
  nChanged 2
		SP:Iteration 38Q (63579.710000 sec): 3 clusters
  Score: Raw -12377103.506420 + Penalty 5576.153378 = -12371527.353042
  nChanged 1
		SP:Iteration 39Q (63580.490000 sec): 3 clusters
  Score: Raw -12377103.838533 + Penalty 5576.153378 = -12371527.685155
  nChanged 1
		SP:Iteration 40F (63581.320000 sec): 3 clusters
  Score: Raw -12377104.388326 + Penalty 5576.153378 = -12371528.234947
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (4533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63581.400000 sec): 2 clusters
  Score: Raw -701011.346315 + Penalty 2087.946534 = -698923.399781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63581.620000 sec): 3 clusters
  Score: Raw -698897.691937 + Penalty 4175.893068 = -694721.798868
  nChanged 1702
		SP:Iteration 1F (63581.780000 sec): 3 clusters
  Score: Raw -699887.757105 + Penalty 4175.893068 = -695711.864036
  nChanged 358
		SP:Iteration 2F (63582.000000 sec): 3 clusters
  Score: Raw -700122.539237 + Penalty 4175.893068 = -695946.646168
  nChanged 258
		SP:Iteration 3F (63582.160000 sec): 3 clusters
  Score: Raw -700309.597961 + Penalty 4175.893068 = -696133.704893
  nChanged 230
		SP:Iteration 4F (63582.350000 sec): 3 clusters
  Score: Raw -700503.794487 + Penalty 4175.893068 = -696327.901418
  nChanged 224
		SP:Iteration 5Q (63582.520000 sec): 3 clusters
  Score: Raw -700680.384757 + Penalty 4175.893068 = -696504.491688
  nChanged 186
		SP:Iteration 6Q (63582.650000 sec): 3 clusters
  Score: Raw -700810.840732 + Penalty 4175.893068 = -696634.947664
  nChanged 169
		SP:Iteration 7Q (63582.820000 sec): 3 clusters
  Score: Raw -700927.982197 + Penalty 4175.893068 = -696752.089129
  nChanged 153
		SP:Iteration 8Q (63582.990000 sec): 3 clusters
  Score: Raw -701033.189376 + Penalty 4175.893068 = -696857.296308
  nChanged 122
		SP:Iteration 9Q (63583.150000 sec): 3 clusters
  Score: Raw -701112.740841 + Penalty 4175.893068 = -696936.847773
  nChanged 107
		SP:Iteration 10Q (63583.320000 sec): 3 clusters
  Score: Raw -701186.470191 + Penalty 4175.893068 = -697010.577122
  nChanged 82
		SP:Iteration 11Q (63583.480000 sec): 3 clusters
  Score: Raw -701240.414093 + Penalty 4175.893068 = -697064.521025
  nChanged 75
		SP:Iteration 12Q (63583.650000 sec): 3 clusters
  Score: Raw -701284.623154 + Penalty 4175.893068 = -697108.730086
  nChanged 66
		SP:Iteration 13Q (63583.810000 sec): 3 clusters
  Score: Raw -701332.240259 + Penalty 4175.893068 = -697156.347191
  nChanged 69
		SP:Iteration 14Q (63584.020000 sec): 3 clusters
  Score: Raw -701375.946065 + Penalty 4175.893068 = -697200.052997
  nChanged 60
		SP:Iteration 15Q (63584.180000 sec): 3 clusters
  Score: Raw -701413.666783 + Penalty 4175.893068 = -697237.773715
  nChanged 54
		SP:Iteration 16Q (63584.350000 sec): 3 clusters
  Score: Raw -701452.523432 + Penalty 4175.893068 = -697276.630363
  nChanged 54
		SP:Iteration 17Q (63584.510000 sec): 3 clusters
  Score: Raw -701492.007068 + Penalty 4175.893068 = -697316.113999
  nChanged 47
		SP:Iteration 18Q (63584.680000 sec): 3 clusters
  Score: Raw -701525.505361 + Penalty 4175.893068 = -697349.612292
  nChanged 50
		SP:Iteration 19Q (63584.840000 sec): 3 clusters
  Score: Raw -701562.182112 + Penalty 4175.893068 = -697386.289043
  nChanged 50
		SP:Iteration 20F (63585.000000 sec): 3 clusters
  Score: Raw -701592.667726 + Penalty 4175.893068 = -697416.774657
  nChanged 27
		SP:Iteration 21Q (63585.170000 sec): 3 clusters
  Score: Raw -701612.692243 + Penalty 4175.893068 = -697436.799175
  nChanged 35
		SP:Iteration 22Q (63585.340000 sec): 3 clusters
  Score: Raw -701634.541995 + Penalty 4175.893068 = -697458.648926
  nChanged 28
		SP:Iteration 23Q (63585.500000 sec): 3 clusters
  Score: Raw -701650.872676 + Penalty 4175.893068 = -697474.979608
  nChanged 26
		SP:Iteration 24Q (63585.660000 sec): 3 clusters
  Score: Raw -701668.343215 + Penalty 4175.893068 = -697492.450147
  nChanged 20
		SP:Iteration 25Q (63585.880000 sec): 3 clusters
  Score: Raw -701677.414368 + Penalty 4175.893068 = -697501.521300
  nChanged 18
		SP:Iteration 26Q (63586.050000 sec): 3 clusters
  Score: Raw -701685.426819 + Penalty 4175.893068 = -697509.533750
  nChanged 16
		SP:Iteration 27Q (63586.190000 sec): 3 clusters
  Score: Raw -701696.430961 + Penalty 4175.893068 = -697520.537893
  nChanged 12
		SP:Iteration 28Q (63586.350000 sec): 3 clusters
  Score: Raw -701702.626935 + Penalty 4175.893068 = -697526.733866
  nChanged 15
		SP:Iteration 29Q (63586.520000 sec): 3 clusters
  Score: Raw -701708.094912 + Penalty 4175.893068 = -697532.201843
  nChanged 11
		SP:Iteration 30Q (63586.680000 sec): 3 clusters
  Score: Raw -701713.557729 + Penalty 4175.893068 = -697537.664661
  nChanged 12
		SP:Iteration 31Q (63586.850000 sec): 3 clusters
  Score: Raw -701719.457620 + Penalty 4175.893068 = -697543.564552
  nChanged 10
		SP:Iteration 32Q (63587.010000 sec): 3 clusters
  Score: Raw -701724.060451 + Penalty 4175.893068 = -697548.167382
  nChanged 5
		SP:Iteration 33Q (63587.180000 sec): 3 clusters
  Score: Raw -701726.376820 + Penalty 4175.893068 = -697550.483752
  nChanged 4
		SP:Iteration 34Q (63587.340000 sec): 3 clusters
  Score: Raw -701727.908699 + Penalty 4175.893068 = -697552.015631
  nChanged 1
		SP:Iteration 35Q (63587.510000 sec): 3 clusters
  Score: Raw -701728.190809 + Penalty 4175.893068 = -697552.297740
  nChanged 1
		SP:Iteration 36Q (63587.670000 sec): 3 clusters
  Score: Raw -701728.448806 + Penalty 4175.893068 = -697552.555737
  nChanged 0
		SP:Iteration 37F (63587.840000 sec): 3 clusters
  Score: Raw -701728.448806 + Penalty 4175.893068 = -697552.555737
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (5940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63587.950000 sec): 2 clusters
  Score: Raw -960657.503414 + Penalty 2154.987174 = -958502.516240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63588.160000 sec): 3 clusters
  Score: Raw -957688.064381 + Penalty 4309.974349 = -953378.090033
  nChanged 2324
		SP:Iteration 1F (63588.360000 sec): 3 clusters
  Score: Raw -958933.450037 + Penalty 4309.974349 = -954623.475688
  nChanged 411
		SP:Iteration 2F (63588.560000 sec): 3 clusters
  Score: Raw -959159.012499 + Penalty 4309.974349 = -954849.038151
  nChanged 303
		SP:Iteration 3F (63588.750000 sec): 3 clusters
  Score: Raw -959305.581061 + Penalty 4309.974349 = -954995.606712
  nChanged 203
		SP:Iteration 4Q (63588.950000 sec): 3 clusters
  Score: Raw -959406.459941 + Penalty 4309.974349 = -955096.485593
  nChanged 175
		SP:Iteration 5Q (63589.140000 sec): 3 clusters
  Score: Raw -959493.094486 + Penalty 4309.974349 = -955183.120138
  nChanged 167
		SP:Iteration 6Q (63589.340000 sec): 3 clusters
  Score: Raw -959584.492717 + Penalty 4309.974349 = -955274.518369
  nChanged 163
		SP:Iteration 7Q (63589.540000 sec): 3 clusters
  Score: Raw -959674.443154 + Penalty 4309.974349 = -955364.468805
  nChanged 141
		SP:Iteration 8Q (63589.730000 sec): 3 clusters
  Score: Raw -959765.894638 + Penalty 4309.974349 = -955455.920289
  nChanged 135
		SP:Iteration 9Q (63589.930000 sec): 3 clusters
  Score: Raw -959847.458576 + Penalty 4309.974349 = -955537.484227
  nChanged 135
		SP:Iteration 10Q (63590.130000 sec): 3 clusters
  Score: Raw -959929.718599 + Penalty 4309.974349 = -955619.744250
  nChanged 130
		SP:Iteration 11Q (63590.320000 sec): 3 clusters
  Score: Raw -960008.827664 + Penalty 4309.974349 = -955698.853315
  nChanged 133
		SP:Iteration 12Q (63590.520000 sec): 3 clusters
  Score: Raw -960066.242198 + Penalty 4309.974349 = -955756.267849
  nChanged 116
		SP:Iteration 13Q (63590.720000 sec): 3 clusters
  Score: Raw -960120.088638 + Penalty 4309.974349 = -955810.114289
  nChanged 92
		SP:Iteration 14Q (63590.910000 sec): 3 clusters
  Score: Raw -960162.368434 + Penalty 4309.974349 = -955852.394086
  nChanged 102
		SP:Iteration 15Q (63591.110000 sec): 3 clusters
  Score: Raw -960214.647853 + Penalty 4309.974349 = -955904.673505
  nChanged 119
		SP:Iteration 16Q (63591.310000 sec): 3 clusters
  Score: Raw -960272.543867 + Penalty 4309.974349 = -955962.569519
  nChanged 106
		SP:Iteration 17Q (63591.500000 sec): 3 clusters
  Score: Raw -960317.022759 + Penalty 4309.974349 = -956007.048411
  nChanged 104
		SP:Iteration 18Q (63591.700000 sec): 3 clusters
  Score: Raw -960360.761319 + Penalty 4309.974349 = -956050.786971
  nChanged 85
		SP:Iteration 19Q (63591.900000 sec): 3 clusters
  Score: Raw -960392.911224 + Penalty 4309.974349 = -956082.936876
  nChanged 85
		SP:Iteration 20F (63592.090000 sec): 3 clusters
  Score: Raw -960423.954741 + Penalty 4309.974349 = -956113.980393
  nChanged 56
		SP:Iteration 21Q (63592.320000 sec): 3 clusters
  Score: Raw -960442.049791 + Penalty 4309.974349 = -956132.075443
  nChanged 50
		SP:Iteration 22Q (63592.520000 sec): 3 clusters
  Score: Raw -960457.409846 + Penalty 4309.974349 = -956147.435497
  nChanged 44
		SP:Iteration 23Q (63592.720000 sec): 3 clusters
  Score: Raw -960470.059491 + Penalty 4309.974349 = -956160.085142
  nChanged 30
		SP:Iteration 24Q (63592.920000 sec): 3 clusters
  Score: Raw -960478.858151 + Penalty 4309.974349 = -956168.883803
  nChanged 28
		SP:Iteration 25Q (63593.110000 sec): 3 clusters
  Score: Raw -960487.074222 + Penalty 4309.974349 = -956177.099874
  nChanged 26
		SP:Iteration 26Q (63593.310000 sec): 3 clusters
  Score: Raw -960495.297350 + Penalty 4309.974349 = -956185.323002
  nChanged 24
		SP:Iteration 27Q (63593.500000 sec): 3 clusters
  Score: Raw -960501.880830 + Penalty 4309.974349 = -956191.906482
  nChanged 32
		SP:Iteration 28Q (63593.700000 sec): 3 clusters
  Score: Raw -960509.657847 + Penalty 4309.974349 = -956199.683499
  nChanged 30
		SP:Iteration 29Q (63593.890000 sec): 3 clusters
  Score: Raw -960518.473303 + Penalty 4309.974349 = -956208.498955
  nChanged 25
		SP:Iteration 30Q (63594.090000 sec): 3 clusters
  Score: Raw -960524.948097 + Penalty 4309.974349 = -956214.973748
  nChanged 20
		SP:Iteration 31Q (63594.280000 sec): 3 clusters
  Score: Raw -960531.489210 + Penalty 4309.974349 = -956221.514862
  nChanged 19
		SP:Iteration 32Q (63594.520000 sec): 3 clusters
  Score: Raw -960536.679823 + Penalty 4309.974349 = -956226.705474
  nChanged 15
		SP:Iteration 33Q (63594.730000 sec): 3 clusters
  Score: Raw -960540.024530 + Penalty 4309.974349 = -956230.050181
  nChanged 19
		SP:Iteration 34Q (63594.970000 sec): 3 clusters
  Score: Raw -960545.061246 + Penalty 4309.974349 = -956235.086897
  nChanged 16
		SP:Iteration 35Q (63595.170000 sec): 3 clusters
  Score: Raw -960549.380773 + Penalty 4309.974349 = -956239.406425
  nChanged 13
		SP:Iteration 36Q (63595.400000 sec): 3 clusters
  Score: Raw -960553.161909 + Penalty 4309.974349 = -956243.187560
  nChanged 18
		SP:Iteration 37Q (63595.590000 sec): 3 clusters
  Score: Raw -960557.656029 + Penalty 4309.974349 = -956247.681680
  nChanged 12
		SP:Iteration 38Q (63595.840000 sec): 3 clusters
  Score: Raw -960560.661861 + Penalty 4309.974349 = -956250.687512
  nChanged 14
		SP:Iteration 39Q (63596.050000 sec): 3 clusters
  Score: Raw -960563.476799 + Penalty 4309.974349 = -956253.502450
  nChanged 9
		SP:Iteration 40F (63596.280000 sec): 3 clusters
  Score: Raw -960565.485547 + Penalty 4309.974349 = -956255.511198
  nChanged 10
		SP:Iteration 41Q (63596.520000 sec): 3 clusters
  Score: Raw -960567.804264 + Penalty 4309.974349 = -956257.829915
  nChanged 5
		SP:Iteration 42Q (63596.750000 sec): 3 clusters
  Score: Raw -960569.342673 + Penalty 4309.974349 = -956259.368325
  nChanged 8
		SP:Iteration 43Q (63596.940000 sec): 3 clusters
  Score: Raw -960571.073548 + Penalty 4309.974349 = -956261.099200
  nChanged 8
		SP:Iteration 44Q (63597.200000 sec): 3 clusters
  Score: Raw -960572.830190 + Penalty 4309.974349 = -956262.855841
  nChanged 8
		SP:Iteration 45Q (63597.380000 sec): 3 clusters
  Score: Raw -960574.756937 + Penalty 4309.974349 = -956264.782589
  nChanged 6
		SP:Iteration 46Q (63597.590000 sec): 3 clusters
  Score: Raw -960575.790397 + Penalty 4309.974349 = -956265.816048
  nChanged 3
		SP:Iteration 47Q (63597.790000 sec): 3 clusters
  Score: Raw -960576.313678 + Penalty 4309.974349 = -956266.339330
  nChanged 4
		SP:Iteration 48Q (63597.970000 sec): 3 clusters
  Score: Raw -960576.799183 + Penalty 4309.974349 = -956266.824835
  nChanged 1
		SP:Iteration 49Q (63598.150000 sec): 3 clusters
  Score: Raw -960576.997890 + Penalty 4309.974349 = -956267.023542
  nChanged 1
		SP:Iteration 50Q (63598.390000 sec): 3 clusters
  Score: Raw -960577.307715 + Penalty 4309.974349 = -956267.333366
  nChanged 0
		SP:Iteration 51F (63598.600000 sec): 3 clusters
  Score: Raw -960577.307715 + Penalty 4309.974349 = -956267.333366
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (4129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63598.720000 sec): 2 clusters
  Score: Raw -602629.405784 + Penalty 2064.796050 = -600564.609733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63598.890000 sec): 3 clusters
  Score: Raw -600773.419352 + Penalty 4129.592101 = -596643.827252
  nChanged 1533
		SP:Iteration 1F (63599.120000 sec): 3 clusters
  Score: Raw -601743.393769 + Penalty 4129.592101 = -597613.801668
  nChanged 369
		SP:Iteration 2F (63599.330000 sec): 3 clusters
  Score: Raw -602056.319172 + Penalty 4129.592101 = -597926.727071
  nChanged 294
		SP:Iteration 3F (63599.520000 sec): 3 clusters
  Score: Raw -602321.279892 + Penalty 4129.592101 = -598191.687791
  nChanged 242
		SP:Iteration 4F (63599.720000 sec): 3 clusters
  Score: Raw -602547.400603 + Penalty 4129.592101 = -598417.808502
  nChanged 208
		SP:Iteration 5F (63599.960000 sec): 3 clusters
  Score: Raw -602759.420834 + Penalty 4129.592101 = -598629.828733
  nChanged 217
		SP:Iteration 6F (63600.160000 sec): 3 clusters
  Score: Raw -602959.183894 + Penalty 4129.592101 = -598829.591793
  nChanged 162
		SP:Iteration 7Q (63600.360000 sec): 3 clusters
  Score: Raw -603082.744893 + Penalty 4129.592101 = -598953.152792
  nChanged 130
		SP:Iteration 8Q (63600.540000 sec): 3 clusters
  Score: Raw -603177.514659 + Penalty 4129.592101 = -599047.922558
  nChanged 107
		SP:Iteration 9Q (63600.700000 sec): 3 clusters
  Score: Raw -603250.355218 + Penalty 4129.592101 = -599120.763117
  nChanged 88
		SP:Iteration 10Q (63600.890000 sec): 3 clusters
  Score: Raw -603312.585167 + Penalty 4129.592101 = -599182.993066
  nChanged 68
		SP:Iteration 11Q (63601.090000 sec): 3 clusters
  Score: Raw -603352.182035 + Penalty 4129.592101 = -599222.589934
  nChanged 60
		SP:Iteration 12Q (63601.300000 sec): 3 clusters
  Score: Raw -603389.542876 + Penalty 4129.592101 = -599259.950775
  nChanged 61
		SP:Iteration 13Q (63601.440000 sec): 3 clusters
  Score: Raw -603429.831087 + Penalty 4129.592101 = -599300.238986
  nChanged 48
		SP:Iteration 14Q (63601.690000 sec): 3 clusters
  Score: Raw -603459.833849 + Penalty 4129.592101 = -599330.241748
  nChanged 42
		SP:Iteration 15Q (63601.840000 sec): 3 clusters
  Score: Raw -603480.991626 + Penalty 4129.592101 = -599351.399525
  nChanged 36
		SP:Iteration 16Q (63602.000000 sec): 3 clusters
  Score: Raw -603500.519171 + Penalty 4129.592101 = -599370.927070
  nChanged 38
		SP:Iteration 17Q (63602.260000 sec): 3 clusters
  Score: Raw -603520.211273 + Penalty 4129.592101 = -599390.619172
  nChanged 38
		SP:Iteration 18Q (63602.430000 sec): 3 clusters
  Score: Raw -603539.137232 + Penalty 4129.592101 = -599409.545131
  nChanged 38
		SP:Iteration 19Q (63602.600000 sec): 3 clusters
  Score: Raw -603558.823832 + Penalty 4129.592101 = -599429.231731
  nChanged 41
		SP:Iteration 20F (63602.740000 sec): 3 clusters
  Score: Raw -603576.926405 + Penalty 4129.592101 = -599447.334305
  nChanged 25
		SP:Iteration 21Q (63602.920000 sec): 3 clusters
  Score: Raw -603589.372287 + Penalty 4129.592101 = -599459.780186
  nChanged 22
		SP:Iteration 22Q (63603.150000 sec): 3 clusters
  Score: Raw -603602.124775 + Penalty 4129.592101 = -599472.532674
  nChanged 20
		SP:Iteration 23Q (63603.370000 sec): 3 clusters
  Score: Raw -603610.641926 + Penalty 4129.592101 = -599481.049825
  nChanged 15
		SP:Iteration 24Q (63603.570000 sec): 3 clusters
  Score: Raw -603617.471098 + Penalty 4129.592101 = -599487.878997
  nChanged 13
		SP:Iteration 25Q (63603.760000 sec): 3 clusters
  Score: Raw -603623.978561 + Penalty 4129.592101 = -599494.386460
  nChanged 12
		SP:Iteration 26Q (63603.940000 sec): 3 clusters
  Score: Raw -603627.740887 + Penalty 4129.592101 = -599498.148786
  nChanged 8
		SP:Iteration 27Q (63604.110000 sec): 3 clusters
  Score: Raw -603630.321016 + Penalty 4129.592101 = -599500.728915
  nChanged 3
		SP:Iteration 28Q (63604.350000 sec): 3 clusters
  Score: Raw -603631.048979 + Penalty 4129.592101 = -599501.456878
  nChanged 1
		SP:Iteration 29Q (63604.520000 sec): 3 clusters
  Score: Raw -603631.693163 + Penalty 4129.592101 = -599502.101062
  nChanged 2
		SP:Iteration 30Q (63604.720000 sec): 3 clusters
  Score: Raw -603632.239015 + Penalty 4129.592101 = -599502.646914
  nChanged 2
		SP:Iteration 31Q (63604.930000 sec): 3 clusters
  Score: Raw -603632.788483 + Penalty 4129.592101 = -599503.196382
  nChanged 0
		SP:Iteration 32F (63605.100000 sec): 3 clusters
  Score: Raw -603632.788483 + Penalty 4129.592101 = -599503.196382
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (61936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63605.660000 sec): 2 clusters
  Score: Raw -9518243.865939 + Penalty 2736.396504 = -9515507.469435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63606.300000 sec): 3 clusters
  Score: Raw -9479319.232110 + Penalty 5472.793009 = -9473846.439101
  nChanged 28845
		SP:Iteration 1F (63606.930000 sec): 3 clusters
  Score: Raw -9495800.542031 + Penalty 5472.793009 = -9490327.749022
  nChanged 2628
		SP:Iteration 2Q (63607.590000 sec): 3 clusters
  Score: Raw -9496568.737478 + Penalty 5472.793009 = -9491095.944470
  nChanged 2487
		SP:Iteration 3Q (63608.290000 sec): 3 clusters
  Score: Raw -9497340.353564 + Penalty 5472.793009 = -9491867.560555
  nChanged 2415
		SP:Iteration 4Q (63608.970000 sec): 3 clusters
  Score: Raw -9498136.749403 + Penalty 5472.793009 = -9492663.956394
  nChanged 2542
		SP:Iteration 5Q (63609.630000 sec): 3 clusters
  Score: Raw -9499049.370555 + Penalty 5472.793009 = -9493576.577546
  nChanged 2668
		SP:Iteration 6Q (63610.300000 sec): 3 clusters
  Score: Raw -9500123.208666 + Penalty 5472.793009 = -9494650.415657
  nChanged 2850
		SP:Iteration 7Q (63610.950000 sec): 3 clusters
  Score: Raw -9501531.840789 + Penalty 5472.793009 = -9496059.047780
  nChanged 3292
		SP:Iteration 8F (63611.610000 sec): 3 clusters
  Score: Raw -9503479.442157 + Penalty 5472.793009 = -9498006.649148
  nChanged 3614
		SP:Iteration 9F (63612.230000 sec): 3 clusters
  Score: Raw -9505939.797278 + Penalty 5472.793009 = -9500467.004269
  nChanged 3789
		SP:Iteration 10F (63612.870000 sec): 3 clusters
  Score: Raw -9508799.546240 + Penalty 5472.793009 = -9503326.753231
  nChanged 3742
		SP:Iteration 11F (63613.440000 sec): 3 clusters
  Score: Raw -9511823.383898 + Penalty 5472.793009 = -9506350.590889
  nChanged 3165
		SP:Iteration 12F (63614.060000 sec): 3 clusters
  Score: Raw -9514450.141456 + Penalty 5472.793009 = -9508977.348447
  nChanged 2236
		SP:Iteration 13Q (63614.750000 sec): 3 clusters
  Score: Raw -9516207.664267 + Penalty 5472.793009 = -9510734.871258
  nChanged 1495
		SP:Iteration 14Q (63615.290000 sec): 3 clusters
  Score: Raw -9517384.511585 + Penalty 5472.793009 = -9511911.718576
  nChanged 925
		SP:Iteration 15Q (63615.910000 sec): 3 clusters
  Score: Raw -9518095.840046 + Penalty 5472.793009 = -9512623.047037
  nChanged 529
		SP:Iteration 16Q (63616.510000 sec): 3 clusters
  Score: Raw -9518500.448281 + Penalty 5472.793009 = -9513027.655272
  nChanged 309
		SP:Iteration 17Q (63617.010000 sec): 3 clusters
  Score: Raw -9518743.504247 + Penalty 5472.793009 = -9513270.711238
  nChanged 170
		SP:Iteration 18Q (63617.610000 sec): 3 clusters
  Score: Raw -9518868.844399 + Penalty 5472.793009 = -9513396.051390
  nChanged 111
		SP:Iteration 19Q (63618.240000 sec): 3 clusters
  Score: Raw -9518950.547297 + Penalty 5472.793009 = -9513477.754288
  nChanged 74
		SP:Iteration 20F (63618.810000 sec): 3 clusters
  Score: Raw -9518995.555050 + Penalty 5472.793009 = -9513522.762041
  nChanged 60
		SP:Iteration 21Q (63619.380000 sec): 3 clusters
  Score: Raw -9519024.021586 + Penalty 5472.793009 = -9513551.228577
  nChanged 32
		SP:Iteration 22Q (63619.930000 sec): 3 clusters
  Score: Raw -9519041.808834 + Penalty 5472.793009 = -9513569.015825
  nChanged 28
		SP:Iteration 23Q (63620.460000 sec): 3 clusters
  Score: Raw -9519052.906038 + Penalty 5472.793009 = -9513580.113029
  nChanged 20
		SP:Iteration 24Q (63621.000000 sec): 3 clusters
  Score: Raw -9519060.743669 + Penalty 5472.793009 = -9513587.950660
  nChanged 11
		SP:Iteration 25Q (63621.540000 sec): 3 clusters
  Score: Raw -9519064.551235 + Penalty 5472.793009 = -9513591.758226
  nChanged 10
		SP:Iteration 26Q (63622.110000 sec): 3 clusters
  Score: Raw -9519069.162245 + Penalty 5472.793009 = -9513596.369236
  nChanged 7
		SP:Iteration 27Q (63622.720000 sec): 3 clusters
  Score: Raw -9519071.636367 + Penalty 5472.793009 = -9513598.843358
  nChanged 4
		SP:Iteration 28Q (63623.210000 sec): 3 clusters
  Score: Raw -9519072.627480 + Penalty 5472.793009 = -9513599.834471
  nChanged 3
		SP:Iteration 29Q (63623.810000 sec): 3 clusters
  Score: Raw -9519073.976374 + Penalty 5472.793009 = -9513601.183365
  nChanged 2
		SP:Iteration 30Q (63624.400000 sec): 3 clusters
  Score: Raw -9519074.604337 + Penalty 5472.793009 = -9513601.811328
  nChanged 1
		SP:Iteration 31Q (63624.990000 sec): 3 clusters
  Score: Raw -9519075.019341 + Penalty 5472.793009 = -9513602.226332
  nChanged 0
		SP:Iteration 32F (63625.590000 sec): 3 clusters
  Score: Raw -9519075.019341 + Penalty 5472.793009 = -9513602.226332
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (6798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63625.750000 sec): 2 clusters
  Score: Raw -1059266.881438 + Penalty 2188.447165 = -1057078.434273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63625.950000 sec): 3 clusters
  Score: Raw -1055788.621393 + Penalty 4376.894330 = -1051411.727063
  nChanged 2775
		SP:Iteration 1F (63626.150000 sec): 3 clusters
  Score: Raw -1057329.869533 + Penalty 4376.894330 = -1052952.975203
  nChanged 509
		SP:Iteration 2F (63626.400000 sec): 3 clusters
  Score: Raw -1057623.189967 + Penalty 4376.894330 = -1053246.295637
  nChanged 374
		SP:Iteration 3F (63626.660000 sec): 3 clusters
  Score: Raw -1057896.769208 + Penalty 4376.894330 = -1053519.874878
  nChanged 333
		SP:Iteration 4Q (63626.840000 sec): 3 clusters
  Score: Raw -1058121.464270 + Penalty 4376.894330 = -1053744.569940
  nChanged 282
		SP:Iteration 5Q (63627.060000 sec): 3 clusters
  Score: Raw -1058284.577847 + Penalty 4376.894330 = -1053907.683517
  nChanged 240
		SP:Iteration 6Q (63627.280000 sec): 3 clusters
  Score: Raw -1058429.833478 + Penalty 4376.894330 = -1054052.939148
  nChanged 207
		SP:Iteration 7Q (63627.530000 sec): 3 clusters
  Score: Raw -1058525.242364 + Penalty 4376.894330 = -1054148.348034
  nChanged 181
		SP:Iteration 8Q (63627.690000 sec): 3 clusters
  Score: Raw -1058596.109345 + Penalty 4376.894330 = -1054219.215014
  nChanged 172
		SP:Iteration 9Q (63627.890000 sec): 3 clusters
  Score: Raw -1058671.207200 + Penalty 4376.894330 = -1054294.312870
  nChanged 166
		SP:Iteration 10Q (63628.070000 sec): 3 clusters
  Score: Raw -1058747.111917 + Penalty 4376.894330 = -1054370.217587
  nChanged 168
		SP:Iteration 11Q (63628.330000 sec): 3 clusters
  Score: Raw -1058832.322631 + Penalty 4376.894330 = -1054455.428301
  nChanged 196
		SP:Iteration 12Q (63628.520000 sec): 3 clusters
  Score: Raw -1058953.453548 + Penalty 4376.894330 = -1054576.559218
  nChanged 233
		SP:Iteration 13Q (63628.750000 sec): 3 clusters
  Score: Raw -1059092.051119 + Penalty 4376.894330 = -1054715.156789
  nChanged 217
		SP:Iteration 14Q (63628.950000 sec): 3 clusters
  Score: Raw -1059218.989701 + Penalty 4376.894330 = -1054842.095371
  nChanged 212
		SP:Iteration 15Q (63629.170000 sec): 3 clusters
  Score: Raw -1059345.890149 + Penalty 4376.894330 = -1054968.995819
  nChanged 205
		SP:Iteration 16Q (63629.360000 sec): 3 clusters
  Score: Raw -1059446.669112 + Penalty 4376.894330 = -1055069.774781
  nChanged 153
		SP:Iteration 17Q (63629.630000 sec): 3 clusters
  Score: Raw -1059529.567260 + Penalty 4376.894330 = -1055152.672929
  nChanged 175
		SP:Iteration 18Q (63629.860000 sec): 3 clusters
  Score: Raw -1059621.890829 + Penalty 4376.894330 = -1055244.996499
  nChanged 152
		SP:Iteration 19Q (63630.140000 sec): 3 clusters
  Score: Raw -1059692.342903 + Penalty 4376.894330 = -1055315.448573
  nChanged 127
		SP:Iteration 20F (63630.370000 sec): 3 clusters
  Score: Raw -1059752.049824 + Penalty 4376.894330 = -1055375.155494
  nChanged 120
		SP:Iteration 21Q (63630.520000 sec): 3 clusters
  Score: Raw -1059805.427245 + Penalty 4376.894330 = -1055428.532915
  nChanged 102
		SP:Iteration 22Q (63630.740000 sec): 3 clusters
  Score: Raw -1059844.195285 + Penalty 4376.894330 = -1055467.300955
  nChanged 77
		SP:Iteration 23Q (63630.960000 sec): 3 clusters
  Score: Raw -1059869.222859 + Penalty 4376.894330 = -1055492.328529
  nChanged 66
		SP:Iteration 24Q (63631.160000 sec): 3 clusters
  Score: Raw -1059893.802505 + Penalty 4376.894330 = -1055516.908175
  nChanged 59
		SP:Iteration 25Q (63631.390000 sec): 3 clusters
  Score: Raw -1059917.601089 + Penalty 4376.894330 = -1055540.706759
  nChanged 58
		SP:Iteration 26Q (63631.620000 sec): 3 clusters
  Score: Raw -1059937.299913 + Penalty 4376.894330 = -1055560.405583
  nChanged 63
		SP:Iteration 27Q (63631.800000 sec): 3 clusters
  Score: Raw -1059960.275818 + Penalty 4376.894330 = -1055583.381487
  nChanged 53
		SP:Iteration 28Q (63632.010000 sec): 3 clusters
  Score: Raw -1059978.838352 + Penalty 4376.894330 = -1055601.944022
  nChanged 44
		SP:Iteration 29Q (63632.180000 sec): 3 clusters
  Score: Raw -1059994.066294 + Penalty 4376.894330 = -1055617.171964
  nChanged 36
		SP:Iteration 30Q (63632.400000 sec): 3 clusters
  Score: Raw -1060006.090029 + Penalty 4376.894330 = -1055629.195699
  nChanged 26
		SP:Iteration 31Q (63632.630000 sec): 3 clusters
  Score: Raw -1060014.168116 + Penalty 4376.894330 = -1055637.273786
  nChanged 23
		SP:Iteration 32Q (63632.900000 sec): 3 clusters
  Score: Raw -1060020.591391 + Penalty 4376.894330 = -1055643.697060
  nChanged 18
		SP:Iteration 33Q (63633.180000 sec): 3 clusters
  Score: Raw -1060026.308605 + Penalty 4376.894330 = -1055649.414275
  nChanged 21
		SP:Iteration 34Q (63633.370000 sec): 3 clusters
  Score: Raw -1060031.692156 + Penalty 4376.894330 = -1055654.797826
  nChanged 15
		SP:Iteration 35Q (63633.560000 sec): 3 clusters
  Score: Raw -1060035.819015 + Penalty 4376.894330 = -1055658.924685
  nChanged 15
		SP:Iteration 36Q (63633.780000 sec): 3 clusters
  Score: Raw -1060039.530361 + Penalty 4376.894330 = -1055662.636031
  nChanged 13
		SP:Iteration 37Q (63634.010000 sec): 3 clusters
  Score: Raw -1060043.380490 + Penalty 4376.894330 = -1055666.486160
  nChanged 9
		SP:Iteration 38Q (63634.190000 sec): 3 clusters
  Score: Raw -1060046.012118 + Penalty 4376.894330 = -1055669.117788
  nChanged 11
		SP:Iteration 39Q (63634.300000 sec): 3 clusters
  Score: Raw -1060048.945926 + Penalty 4376.894330 = -1055672.051596
  nChanged 6
		SP:Iteration 40F (63634.410000 sec): 3 clusters
  Score: Raw -1060050.863129 + Penalty 4376.894330 = -1055673.968799
  nChanged 9
		SP:Iteration 41Q (63634.560000 sec): 3 clusters
  Score: Raw -1060054.266302 + Penalty 4376.894330 = -1055677.371971
  nChanged 12
		SP:Iteration 42Q (63634.710000 sec): 3 clusters
  Score: Raw -1060058.305371 + Penalty 4376.894330 = -1055681.411041
  nChanged 10
		SP:Iteration 43Q (63634.880000 sec): 3 clusters
  Score: Raw -1060060.879793 + Penalty 4376.894330 = -1055683.985463
  nChanged 10
		SP:Iteration 44Q (63635.100000 sec): 3 clusters
  Score: Raw -1060064.019070 + Penalty 4376.894330 = -1055687.124740
  nChanged 10
		SP:Iteration 45Q (63635.320000 sec): 3 clusters
  Score: Raw -1060066.593014 + Penalty 4376.894330 = -1055689.698684
  nChanged 7
		SP:Iteration 46Q (63635.500000 sec): 3 clusters
  Score: Raw -1060068.234515 + Penalty 4376.894330 = -1055691.340185
  nChanged 6
		SP:Iteration 47Q (63635.700000 sec): 3 clusters
  Score: Raw -1060069.092085 + Penalty 4376.894330 = -1055692.197755
  nChanged 5
		SP:Iteration 48Q (63635.910000 sec): 3 clusters
  Score: Raw -1060070.362515 + Penalty 4376.894330 = -1055693.468185
  nChanged 7
		SP:Iteration 49Q (63636.110000 sec): 3 clusters
  Score: Raw -1060072.109838 + Penalty 4376.894330 = -1055695.215508
  nChanged 4
		SP:Iteration 50Q (63636.330000 sec): 3 clusters
  Score: Raw -1060073.343279 + Penalty 4376.894330 = -1055696.448949
  nChanged 4
		SP:Iteration 51Q (63636.500000 sec): 3 clusters
  Score: Raw -1060074.200931 + Penalty 4376.894330 = -1055697.306601
  nChanged 1
		SP:Iteration 52Q (63636.730000 sec): 3 clusters
  Score: Raw -1060074.400766 + Penalty 4376.894330 = -1055697.506436
  nChanged 1
		SP:Iteration 53Q (63636.970000 sec): 3 clusters
  Score: Raw -1060074.581093 + Penalty 4376.894330 = -1055697.686763
  nChanged 0
		SP:Iteration 54F (63637.160000 sec): 3 clusters
  Score: Raw -1060074.581093 + Penalty 4376.894330 = -1055697.686763
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63637.280000 sec): 2 clusters
  Score: Raw -389868.357016 + Penalty 1941.748337 = -387926.608679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63637.450000 sec): 3 clusters
  Score: Raw -388822.357519 + Penalty 3883.496673 = -384938.860846
  nChanged 893
		SP:Iteration 1F (63637.630000 sec): 3 clusters
  Score: Raw -389414.573181 + Penalty 3883.496673 = -385531.076508
  nChanged 205
		SP:Iteration 2F (63637.810000 sec): 3 clusters
  Score: Raw -389580.881360 + Penalty 3883.496673 = -385697.384687
  nChanged 125
		SP:Iteration 3Q (63638.030000 sec): 3 clusters
  Score: Raw -389689.848311 + Penalty 3883.496673 = -385806.351638
  nChanged 96
		SP:Iteration 4Q (63638.180000 sec): 3 clusters
  Score: Raw -389767.837546 + Penalty 3883.496673 = -385884.340873
  nChanged 71
		SP:Iteration 5Q (63638.340000 sec): 3 clusters
  Score: Raw -389815.404028 + Penalty 3883.496673 = -385931.907355
  nChanged 45
		SP:Iteration 6Q (63638.490000 sec): 3 clusters
  Score: Raw -389850.466408 + Penalty 3883.496673 = -385966.969735
  nChanged 43
		SP:Iteration 7Q (63638.670000 sec): 3 clusters
  Score: Raw -389875.472598 + Penalty 3883.496673 = -385991.975925
  nChanged 29
		SP:Iteration 8Q (63638.860000 sec): 3 clusters
  Score: Raw -389896.108018 + Penalty 3883.496673 = -386012.611345
  nChanged 24
		SP:Iteration 9Q (63639.060000 sec): 3 clusters
  Score: Raw -389909.480326 + Penalty 3883.496673 = -386025.983653
  nChanged 23
		SP:Iteration 10Q (63639.250000 sec): 3 clusters
  Score: Raw -389923.007719 + Penalty 3883.496673 = -386039.511046
  nChanged 20
		SP:Iteration 11Q (63639.440000 sec): 3 clusters
  Score: Raw -389931.681612 + Penalty 3883.496673 = -386048.184939
  nChanged 12
		SP:Iteration 12Q (63639.570000 sec): 3 clusters
  Score: Raw -389938.534038 + Penalty 3883.496673 = -386055.037365
  nChanged 10
		SP:Iteration 13Q (63639.720000 sec): 3 clusters
  Score: Raw -389943.771693 + Penalty 3883.496673 = -386060.275020
  nChanged 10
		SP:Iteration 14Q (63639.910000 sec): 3 clusters
  Score: Raw -389946.896505 + Penalty 3883.496673 = -386063.399832
  nChanged 8
		SP:Iteration 15Q (63640.080000 sec): 3 clusters
  Score: Raw -389950.961520 + Penalty 3883.496673 = -386067.464847
  nChanged 14
		SP:Iteration 16Q (63640.250000 sec): 3 clusters
  Score: Raw -389959.053021 + Penalty 3883.496673 = -386075.556348
  nChanged 5
		SP:Iteration 17Q (63640.390000 sec): 3 clusters
  Score: Raw -389960.964381 + Penalty 3883.496673 = -386077.467708
  nChanged 1
		SP:Iteration 18Q (63640.550000 sec): 3 clusters
  Score: Raw -389961.181995 + Penalty 3883.496673 = -386077.685322
  nChanged 1
		SP:Iteration 19Q (63640.710000 sec): 3 clusters
  Score: Raw -389961.540531 + Penalty 3883.496673 = -386078.043858
  nChanged 1
		SP:Iteration 20F (63640.850000 sec): 3 clusters
  Score: Raw -389962.037202 + Penalty 3883.496673 = -386078.540529
  nChanged 1
		SP:Iteration 21Q (63641.040000 sec): 3 clusters
  Score: Raw -389962.393133 + Penalty 3883.496673 = -386078.896460
  nChanged 2
		SP:Iteration 22Q (63641.210000 sec): 3 clusters
  Score: Raw -389963.528949 + Penalty 3883.496673 = -386080.032276
  nChanged 3
		SP:Iteration 23Q (63641.330000 sec): 3 clusters
  Score: Raw -389964.667093 + Penalty 3883.496673 = -386081.170420
  nChanged 3
		SP:Iteration 24Q (63641.500000 sec): 3 clusters
  Score: Raw -389965.886642 + Penalty 3883.496673 = -386082.389969
  nChanged 2
		SP:Iteration 25Q (63641.660000 sec): 3 clusters
  Score: Raw -389967.243397 + Penalty 3883.496673 = -386083.746724
  nChanged 2
		SP:Iteration 26Q (63641.800000 sec): 3 clusters
  Score: Raw -389967.860283 + Penalty 3883.496673 = -386084.363610
  nChanged 4
		SP:Iteration 27Q (63641.950000 sec): 3 clusters
  Score: Raw -389969.470590 + Penalty 3883.496673 = -386085.973917
  nChanged 3
		SP:Iteration 28Q (63642.080000 sec): 3 clusters
  Score: Raw -389970.572241 + Penalty 3883.496673 = -386087.075568
  nChanged 2
		SP:Iteration 29Q (63642.230000 sec): 3 clusters
  Score: Raw -389971.534179 + Penalty 3883.496673 = -386088.037506
  nChanged 0
		SP:Iteration 30F (63642.420000 sec): 3 clusters
  Score: Raw -389971.534179 + Penalty 3883.496673 = -386088.037506
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (3374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63642.550000 sec): 2 clusters
  Score: Raw -495297.302122 + Penalty 2014.715857 = -493282.586265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63642.740000 sec): 3 clusters
  Score: Raw -493815.963097 + Penalty 4029.431715 = -489786.531383
  nChanged 1210
		SP:Iteration 1F (63642.890000 sec): 3 clusters
  Score: Raw -494617.022611 + Penalty 4029.431715 = -490587.590896
  nChanged 281
		SP:Iteration 2F (63643.090000 sec): 3 clusters
  Score: Raw -494839.399039 + Penalty 4029.431715 = -490809.967324
  nChanged 181
		SP:Iteration 3F (63643.220000 sec): 3 clusters
  Score: Raw -494995.808430 + Penalty 4029.431715 = -490966.376716
  nChanged 165
		SP:Iteration 4Q (63643.450000 sec): 3 clusters
  Score: Raw -495139.414615 + Penalty 4029.431715 = -491109.982901
  nChanged 153
		SP:Iteration 5Q (63643.660000 sec): 3 clusters
  Score: Raw -495267.381417 + Penalty 4029.431715 = -491237.949703
  nChanged 127
		SP:Iteration 6Q (63643.780000 sec): 3 clusters
  Score: Raw -495370.088048 + Penalty 4029.431715 = -491340.656334
  nChanged 98
		SP:Iteration 7Q (63643.980000 sec): 3 clusters
  Score: Raw -495440.551690 + Penalty 4029.431715 = -491411.119976
  nChanged 74
		SP:Iteration 8Q (63644.110000 sec): 3 clusters
  Score: Raw -495492.920677 + Penalty 4029.431715 = -491463.488962
  nChanged 66
		SP:Iteration 9Q (63644.340000 sec): 3 clusters
  Score: Raw -495542.293269 + Penalty 4029.431715 = -491512.861554
  nChanged 72
		SP:Iteration 10Q (63644.490000 sec): 3 clusters
  Score: Raw -495603.404555 + Penalty 4029.431715 = -491573.972841
  nChanged 83
		SP:Iteration 11Q (63644.690000 sec): 3 clusters
  Score: Raw -495673.088668 + Penalty 4029.431715 = -491643.656953
  nChanged 72
		SP:Iteration 12Q (63644.870000 sec): 3 clusters
  Score: Raw -495737.545370 + Penalty 4029.431715 = -491708.113656
  nChanged 59
		SP:Iteration 13Q (63645.100000 sec): 3 clusters
  Score: Raw -495793.256547 + Penalty 4029.431715 = -491763.824833
  nChanged 54
		SP:Iteration 14Q (63645.290000 sec): 3 clusters
  Score: Raw -495826.681359 + Penalty 4029.431715 = -491797.249644
  nChanged 38
		SP:Iteration 15Q (63645.480000 sec): 3 clusters
  Score: Raw -495857.370711 + Penalty 4029.431715 = -491827.938996
  nChanged 43
		SP:Iteration 16Q (63645.680000 sec): 3 clusters
  Score: Raw -495887.612928 + Penalty 4029.431715 = -491858.181214
  nChanged 31
		SP:Iteration 17Q (63645.900000 sec): 3 clusters
  Score: Raw -495900.789647 + Penalty 4029.431715 = -491871.357933
  nChanged 20
		SP:Iteration 18Q (63646.140000 sec): 3 clusters
  Score: Raw -495909.236680 + Penalty 4029.431715 = -491879.804965
  nChanged 9
		SP:Iteration 19Q (63646.300000 sec): 3 clusters
  Score: Raw -495914.252683 + Penalty 4029.431715 = -491884.820969
  nChanged 11
		SP:Iteration 20F (63646.460000 sec): 3 clusters
  Score: Raw -495920.342075 + Penalty 4029.431715 = -491890.910360
  nChanged 8
		SP:Iteration 21Q (63646.660000 sec): 3 clusters
  Score: Raw -495926.928872 + Penalty 4029.431715 = -491897.497158
  nChanged 7
		SP:Iteration 22Q (63646.800000 sec): 3 clusters
  Score: Raw -495931.436055 + Penalty 4029.431715 = -491902.004341
  nChanged 5
		SP:Iteration 23Q (63647.000000 sec): 3 clusters
  Score: Raw -495933.619310 + Penalty 4029.431715 = -491904.187596
  nChanged 5
		SP:Iteration 24Q (63647.180000 sec): 3 clusters
  Score: Raw -495936.310031 + Penalty 4029.431715 = -491906.878316
  nChanged 3
		SP:Iteration 25Q (63647.300000 sec): 3 clusters
  Score: Raw -495937.038301 + Penalty 4029.431715 = -491907.606586
  nChanged 1
		SP:Iteration 26Q (63647.490000 sec): 3 clusters
  Score: Raw -495937.434345 + Penalty 4029.431715 = -491908.002631
  nChanged 0
		SP:Iteration 27F (63647.660000 sec): 3 clusters
  Score: Raw -495937.434345 + Penalty 4029.431715 = -491908.002631
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (16537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63647.840000 sec): 2 clusters
  Score: Raw -2653510.662612 + Penalty 2408.912182 = -2651101.750430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63648.150000 sec): 3 clusters
  Score: Raw -2644078.953844 + Penalty 4817.824365 = -2639261.129479
  nChanged 7154
		SP:Iteration 1F (63648.460000 sec): 3 clusters
  Score: Raw -2647972.972767 + Penalty 4817.824365 = -2643155.148402
  nChanged 1045
		SP:Iteration 2F (63648.740000 sec): 3 clusters
  Score: Raw -2648405.971681 + Penalty 4817.824365 = -2643588.147316
  nChanged 816
		SP:Iteration 3Q (63649.080000 sec): 3 clusters
  Score: Raw -2648735.760887 + Penalty 4817.824365 = -2643917.936523
  nChanged 759
		SP:Iteration 4Q (63649.360000 sec): 3 clusters
  Score: Raw -2649122.789769 + Penalty 4817.824365 = -2644304.965404
  nChanged 876
		SP:Iteration 5F (63649.680000 sec): 3 clusters
  Score: Raw -2649613.871179 + Penalty 4817.824365 = -2644796.046814
  nChanged 932
		SP:Iteration 6F (63649.970000 sec): 3 clusters
  Score: Raw -2650202.814931 + Penalty 4817.824365 = -2645384.990567
  nChanged 973
		SP:Iteration 7F (63650.330000 sec): 3 clusters
  Score: Raw -2650895.911279 + Penalty 4817.824365 = -2646078.086915
  nChanged 970
		SP:Iteration 8F (63650.620000 sec): 3 clusters
  Score: Raw -2651664.524978 + Penalty 4817.824365 = -2646846.700613
  nChanged 906
		SP:Iteration 9F (63650.920000 sec): 3 clusters
  Score: Raw -2652353.374905 + Penalty 4817.824365 = -2647535.550541
  nChanged 682
		SP:Iteration 10Q (63651.280000 sec): 3 clusters
  Score: Raw -2652882.776087 + Penalty 4817.824365 = -2648064.951722
  nChanged 559
		SP:Iteration 11Q (63651.610000 sec): 3 clusters
  Score: Raw -2653369.399628 + Penalty 4817.824365 = -2648551.575264
  nChanged 419
		SP:Iteration 12Q (63651.950000 sec): 3 clusters
  Score: Raw -2653701.688334 + Penalty 4817.824365 = -2648883.863969
  nChanged 282
		SP:Iteration 13Q (63652.190000 sec): 3 clusters
  Score: Raw -2653862.342884 + Penalty 4817.824365 = -2649044.518520
  nChanged 181
		SP:Iteration 14Q (63652.450000 sec): 3 clusters
  Score: Raw -2653938.449804 + Penalty 4817.824365 = -2649120.625439
  nChanged 129
		SP:Iteration 15Q (63652.720000 sec): 3 clusters
  Score: Raw -2653983.806016 + Penalty 4817.824365 = -2649165.981651
  nChanged 110
		SP:Iteration 16Q (63653.040000 sec): 3 clusters
  Score: Raw -2654016.079272 + Penalty 4817.824365 = -2649198.254907
  nChanged 81
		SP:Iteration 17Q (63653.340000 sec): 3 clusters
  Score: Raw -2654035.853004 + Penalty 4817.824365 = -2649218.028639
  nChanged 61
		SP:Iteration 18Q (63653.600000 sec): 3 clusters
  Score: Raw -2654050.060772 + Penalty 4817.824365 = -2649232.236407
  nChanged 56
		SP:Iteration 19Q (63653.870000 sec): 3 clusters
  Score: Raw -2654064.581126 + Penalty 4817.824365 = -2649246.756762
  nChanged 41
		SP:Iteration 20F (63654.180000 sec): 3 clusters
  Score: Raw -2654073.421984 + Penalty 4817.824365 = -2649255.597619
  nChanged 38
		SP:Iteration 21Q (63654.420000 sec): 3 clusters
  Score: Raw -2654081.903343 + Penalty 4817.824365 = -2649264.078978
  nChanged 26
		SP:Iteration 22Q (63654.730000 sec): 3 clusters
  Score: Raw -2654086.332755 + Penalty 4817.824365 = -2649268.508391
  nChanged 22
		SP:Iteration 23Q (63654.980000 sec): 3 clusters
  Score: Raw -2654090.956773 + Penalty 4817.824365 = -2649273.132409
  nChanged 19
		SP:Iteration 24Q (63655.270000 sec): 3 clusters
  Score: Raw -2654095.145371 + Penalty 4817.824365 = -2649277.321007
  nChanged 22
		SP:Iteration 25Q (63655.570000 sec): 3 clusters
  Score: Raw -2654100.853324 + Penalty 4817.824365 = -2649283.028960
  nChanged 22
		SP:Iteration 26Q (63655.880000 sec): 3 clusters
  Score: Raw -2654108.073418 + Penalty 4817.824365 = -2649290.249054
  nChanged 29
		SP:Iteration 27Q (63656.180000 sec): 3 clusters
  Score: Raw -2654116.586550 + Penalty 4817.824365 = -2649298.762185
  nChanged 29
		SP:Iteration 28Q (63656.410000 sec): 3 clusters
  Score: Raw -2654124.058265 + Penalty 4817.824365 = -2649306.233901
  nChanged 33
		SP:Iteration 29Q (63656.670000 sec): 3 clusters
  Score: Raw -2654134.994854 + Penalty 4817.824365 = -2649317.170489
  nChanged 42
		SP:Iteration 30Q (63656.960000 sec): 3 clusters
  Score: Raw -2654151.298707 + Penalty 4817.824365 = -2649333.474342
  nChanged 40
		SP:Iteration 31Q (63657.240000 sec): 3 clusters
  Score: Raw -2654164.116423 + Penalty 4817.824365 = -2649346.292059
  nChanged 34
		SP:Iteration 32Q (63657.550000 sec): 3 clusters
  Score: Raw -2654176.726549 + Penalty 4817.824365 = -2649358.902185
  nChanged 38
		SP:Iteration 33Q (63657.820000 sec): 3 clusters
  Score: Raw -2654192.534693 + Penalty 4817.824365 = -2649374.710329
  nChanged 53
		SP:Iteration 34Q (63658.090000 sec): 3 clusters
  Score: Raw -2654213.241343 + Penalty 4817.824365 = -2649395.416978
  nChanged 56
		SP:Iteration 35Q (63658.390000 sec): 3 clusters
  Score: Raw -2654238.781389 + Penalty 4817.824365 = -2649420.957024
  nChanged 61
		SP:Iteration 36Q (63658.690000 sec): 3 clusters
  Score: Raw -2654265.127329 + Penalty 4817.824365 = -2649447.302964
  nChanged 67
		SP:Iteration 37Q (63658.950000 sec): 3 clusters
  Score: Raw -2654292.513965 + Penalty 4817.824365 = -2649474.689601
  nChanged 56
		SP:Iteration 38Q (63659.270000 sec): 3 clusters
  Score: Raw -2654307.803060 + Penalty 4817.824365 = -2649489.978696
  nChanged 38
		SP:Iteration 39Q (63659.580000 sec): 3 clusters
  Score: Raw -2654318.357851 + Penalty 4817.824365 = -2649500.533487
  nChanged 33
		SP:Iteration 40F (63659.920000 sec): 3 clusters
  Score: Raw -2654327.659648 + Penalty 4817.824365 = -2649509.835284
  nChanged 33
		SP:Iteration 41Q (63660.250000 sec): 3 clusters
  Score: Raw -2654335.401335 + Penalty 4817.824365 = -2649517.576971
  nChanged 29
		SP:Iteration 42Q (63660.510000 sec): 3 clusters
  Score: Raw -2654343.103729 + Penalty 4817.824365 = -2649525.279364
  nChanged 30
		SP:Iteration 43Q (63660.860000 sec): 3 clusters
  Score: Raw -2654351.535956 + Penalty 4817.824365 = -2649533.711592
  nChanged 32
		SP:Iteration 44Q (63661.160000 sec): 3 clusters
  Score: Raw -2654359.549427 + Penalty 4817.824365 = -2649541.725062
  nChanged 29
		SP:Iteration 45Q (63661.430000 sec): 3 clusters
  Score: Raw -2654364.607790 + Penalty 4817.824365 = -2649546.783425
  nChanged 20
		SP:Iteration 46Q (63661.740000 sec): 3 clusters
  Score: Raw -2654369.567191 + Penalty 4817.824365 = -2649551.742826
  nChanged 17
		SP:Iteration 47Q (63662.020000 sec): 3 clusters
  Score: Raw -2654372.991856 + Penalty 4817.824365 = -2649555.167491
  nChanged 15
		SP:Iteration 48Q (63662.370000 sec): 3 clusters
  Score: Raw -2654375.422055 + Penalty 4817.824365 = -2649557.597690
  nChanged 13
		SP:Iteration 49Q (63662.600000 sec): 3 clusters
  Score: Raw -2654377.805962 + Penalty 4817.824365 = -2649559.981597
  nChanged 5
		SP:Iteration 50Q (63662.930000 sec): 3 clusters
  Score: Raw -2654378.759632 + Penalty 4817.824365 = -2649560.935267
  nChanged 4
		SP:Iteration 51Q (63663.190000 sec): 3 clusters
  Score: Raw -2654379.272211 + Penalty 4817.824365 = -2649561.447846
  nChanged 4
		SP:Iteration 52Q (63663.520000 sec): 3 clusters
  Score: Raw -2654379.763477 + Penalty 4817.824365 = -2649561.939112
  nChanged 3
		SP:Iteration 53Q (63663.820000 sec): 3 clusters
  Score: Raw -2654380.328226 + Penalty 4817.824365 = -2649562.503862
  nChanged 3
		SP:Iteration 54Q (63664.120000 sec): 3 clusters
  Score: Raw -2654380.741282 + Penalty 4817.824365 = -2649562.916917
  nChanged 1
		SP:Iteration 55Q (63664.430000 sec): 3 clusters
  Score: Raw -2654381.119534 + Penalty 4817.824365 = -2649563.295170
  nChanged 4
		SP:Iteration 56Q (63664.710000 sec): 3 clusters
  Score: Raw -2654381.646326 + Penalty 4817.824365 = -2649563.821961
  nChanged 2
		SP:Iteration 57Q (63664.990000 sec): 3 clusters
  Score: Raw -2654381.816805 + Penalty 4817.824365 = -2649563.992440
  nChanged 0
		SP:Iteration 58F (63665.340000 sec): 3 clusters
  Score: Raw -2654381.816805 + Penalty 4817.824365 = -2649563.992440
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (11260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63665.460000 sec): 2 clusters
  Score: Raw -1698966.357865 + Penalty 2313.594952 = -1696652.762914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63665.700000 sec): 3 clusters
  Score: Raw -1692932.176862 + Penalty 4627.189903 = -1688304.986959
  nChanged 4734
		SP:Iteration 1F (63665.870000 sec): 3 clusters
  Score: Raw -1695975.948429 + Penalty 4627.189903 = -1691348.758525
  nChanged 983
		SP:Iteration 2F (63666.130000 sec): 3 clusters
  Score: Raw -1696778.665119 + Penalty 4627.189903 = -1692151.475215
  nChanged 908
		SP:Iteration 3F (63666.330000 sec): 3 clusters
  Score: Raw -1697586.403998 + Penalty 4627.189903 = -1692959.214095
  nChanged 797
		SP:Iteration 4F (63666.530000 sec): 3 clusters
  Score: Raw -1698295.463546 + Penalty 4627.189903 = -1693668.273642
  nChanged 713
		SP:Iteration 5F (63666.760000 sec): 3 clusters
  Score: Raw -1698904.764559 + Penalty 4627.189903 = -1694277.574655
  nChanged 583
		SP:Iteration 6F (63666.960000 sec): 3 clusters
  Score: Raw -1699328.681640 + Penalty 4627.189903 = -1694701.491737
  nChanged 437
		SP:Iteration 7Q (63667.190000 sec): 3 clusters
  Score: Raw -1699602.594292 + Penalty 4627.189903 = -1694975.404389
  nChanged 322
		SP:Iteration 8Q (63667.530000 sec): 3 clusters
  Score: Raw -1699794.594992 + Penalty 4627.189903 = -1695167.405089
  nChanged 258
		SP:Iteration 9Q (63667.800000 sec): 3 clusters
  Score: Raw -1699933.215365 + Penalty 4627.189903 = -1695306.025462
  nChanged 193
		SP:Iteration 10Q (63668.050000 sec): 3 clusters
  Score: Raw -1700025.715857 + Penalty 4627.189903 = -1695398.525954
  nChanged 154
		SP:Iteration 11Q (63668.300000 sec): 3 clusters
  Score: Raw -1700097.747613 + Penalty 4627.189903 = -1695470.557710
  nChanged 131
		SP:Iteration 12Q (63668.540000 sec): 3 clusters
  Score: Raw -1700156.234950 + Penalty 4627.189903 = -1695529.045047
  nChanged 111
		SP:Iteration 13Q (63668.740000 sec): 3 clusters
  Score: Raw -1700205.316051 + Penalty 4627.189903 = -1695578.126148
  nChanged 93
		SP:Iteration 14Q (63668.990000 sec): 3 clusters
  Score: Raw -1700245.592942 + Penalty 4627.189903 = -1695618.403039
  nChanged 95
		SP:Iteration 15Q (63669.220000 sec): 3 clusters
  Score: Raw -1700283.285373 + Penalty 4627.189903 = -1695656.095470
  nChanged 81
		SP:Iteration 16Q (63669.440000 sec): 3 clusters
  Score: Raw -1700316.631870 + Penalty 4627.189903 = -1695689.441967
  nChanged 65
		SP:Iteration 17Q (63669.750000 sec): 3 clusters
  Score: Raw -1700344.599113 + Penalty 4627.189903 = -1695717.409210
  nChanged 64
		SP:Iteration 18Q (63669.980000 sec): 3 clusters
  Score: Raw -1700376.279119 + Penalty 4627.189903 = -1695749.089215
  nChanged 66
		SP:Iteration 19Q (63670.210000 sec): 3 clusters
  Score: Raw -1700407.013059 + Penalty 4627.189903 = -1695779.823156
  nChanged 63
		SP:Iteration 20F (63670.450000 sec): 3 clusters
  Score: Raw -1700430.209647 + Penalty 4627.189903 = -1695803.019744
  nChanged 39
		SP:Iteration 21Q (63670.720000 sec): 3 clusters
  Score: Raw -1700441.585365 + Penalty 4627.189903 = -1695814.395461
  nChanged 30
		SP:Iteration 22Q (63671.030000 sec): 3 clusters
  Score: Raw -1700454.850315 + Penalty 4627.189903 = -1695827.660412
  nChanged 38
		SP:Iteration 23Q (63671.360000 sec): 3 clusters
  Score: Raw -1700469.309451 + Penalty 4627.189903 = -1695842.119548
  nChanged 36
		SP:Iteration 24Q (63671.600000 sec): 3 clusters
  Score: Raw -1700481.392248 + Penalty 4627.189903 = -1695854.202345
  nChanged 25
		SP:Iteration 25Q (63671.820000 sec): 3 clusters
  Score: Raw -1700489.260736 + Penalty 4627.189903 = -1695862.070833
  nChanged 28
		SP:Iteration 26Q (63672.050000 sec): 3 clusters
  Score: Raw -1700498.028115 + Penalty 4627.189903 = -1695870.838212
  nChanged 29
		SP:Iteration 27Q (63672.280000 sec): 3 clusters
  Score: Raw -1700508.443462 + Penalty 4627.189903 = -1695881.253559
  nChanged 30
		SP:Iteration 28Q (63672.550000 sec): 3 clusters
  Score: Raw -1700517.695951 + Penalty 4627.189903 = -1695890.506048
  nChanged 25
		SP:Iteration 29Q (63672.870000 sec): 3 clusters
  Score: Raw -1700526.715344 + Penalty 4627.189903 = -1695899.525441
  nChanged 29
		SP:Iteration 30Q (63673.060000 sec): 3 clusters
  Score: Raw -1700538.911172 + Penalty 4627.189903 = -1695911.721269
  nChanged 29
		SP:Iteration 31Q (63673.320000 sec): 3 clusters
  Score: Raw -1700551.995055 + Penalty 4627.189903 = -1695924.805152
  nChanged 23
		SP:Iteration 32Q (63673.600000 sec): 3 clusters
  Score: Raw -1700558.587979 + Penalty 4627.189903 = -1695931.398076
  nChanged 16
		SP:Iteration 33Q (63673.800000 sec): 3 clusters
  Score: Raw -1700565.753660 + Penalty 4627.189903 = -1695938.563757
  nChanged 22
		SP:Iteration 34Q (63674.020000 sec): 3 clusters
  Score: Raw -1700574.076473 + Penalty 4627.189903 = -1695946.886569
  nChanged 23
		SP:Iteration 35Q (63674.170000 sec): 3 clusters
  Score: Raw -1700583.752440 + Penalty 4627.189903 = -1695956.562537
  nChanged 20
		SP:Iteration 36Q (63674.420000 sec): 3 clusters
  Score: Raw -1700592.665594 + Penalty 4627.189903 = -1695965.475690
  nChanged 20
		SP:Iteration 37Q (63674.630000 sec): 3 clusters
  Score: Raw -1700601.420859 + Penalty 4627.189903 = -1695974.230956
  nChanged 16
		SP:Iteration 38Q (63674.890000 sec): 3 clusters
  Score: Raw -1700606.559003 + Penalty 4627.189903 = -1695979.369100
  nChanged 14
		SP:Iteration 39Q (63675.080000 sec): 3 clusters
  Score: Raw -1700610.220334 + Penalty 4627.189903 = -1695983.030431
  nChanged 10
		SP:Iteration 40F (63675.310000 sec): 3 clusters
  Score: Raw -1700613.844550 + Penalty 4627.189903 = -1695986.654647
  nChanged 12
		SP:Iteration 41Q (63675.530000 sec): 3 clusters
  Score: Raw -1700618.530726 + Penalty 4627.189903 = -1695991.340823
  nChanged 10
		SP:Iteration 42Q (63675.780000 sec): 3 clusters
  Score: Raw -1700622.158452 + Penalty 4627.189903 = -1695994.968548
  nChanged 7
		SP:Iteration 43Q (63675.990000 sec): 3 clusters
  Score: Raw -1700624.380202 + Penalty 4627.189903 = -1695997.190299
  nChanged 4
		SP:Iteration 44Q (63676.190000 sec): 3 clusters
  Score: Raw -1700625.593671 + Penalty 4627.189903 = -1695998.403768
  nChanged 5
		SP:Iteration 45Q (63676.330000 sec): 3 clusters
  Score: Raw -1700627.512032 + Penalty 4627.189903 = -1696000.322129
  nChanged 9
		SP:Iteration 46Q (63676.580000 sec): 3 clusters
  Score: Raw -1700632.818856 + Penalty 4627.189903 = -1696005.628953
  nChanged 15
		SP:Iteration 47Q (63676.790000 sec): 3 clusters
  Score: Raw -1700640.212556 + Penalty 4627.189903 = -1696013.022653
  nChanged 15
		SP:Iteration 48Q (63677.010000 sec): 3 clusters
  Score: Raw -1700645.498604 + Penalty 4627.189903 = -1696018.308701
  nChanged 10
		SP:Iteration 49Q (63677.210000 sec): 3 clusters
  Score: Raw -1700648.205556 + Penalty 4627.189903 = -1696021.015652
  nChanged 8
		SP:Iteration 50Q (63677.400000 sec): 3 clusters
  Score: Raw -1700650.152703 + Penalty 4627.189903 = -1696022.962800
  nChanged 3
		SP:Iteration 51Q (63677.670000 sec): 3 clusters
  Score: Raw -1700651.120341 + Penalty 4627.189903 = -1696023.930437
  nChanged 2
		SP:Iteration 52Q (63677.880000 sec): 3 clusters
  Score: Raw -1700652.144192 + Penalty 4627.189903 = -1696024.954289
  nChanged 0
		SP:Iteration 53F (63678.150000 sec): 3 clusters
  Score: Raw -1700652.144192 + Penalty 4627.189903 = -1696024.954289
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (2538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63678.290000 sec): 2 clusters
  Score: Raw -381695.839143 + Penalty 1944.104649 = -379751.734494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63678.410000 sec): 3 clusters
  Score: Raw -380698.208976 + Penalty 3888.209298 = -376809.999679
  nChanged 852
		SP:Iteration 1F (63678.540000 sec): 3 clusters
  Score: Raw -381262.604530 + Penalty 3888.209298 = -377374.395232
  nChanged 195
		SP:Iteration 2F (63678.670000 sec): 3 clusters
  Score: Raw -381408.526815 + Penalty 3888.209298 = -377520.317518
  nChanged 102
		SP:Iteration 3Q (63678.800000 sec): 3 clusters
  Score: Raw -381478.621944 + Penalty 3888.209298 = -377590.412647
  nChanged 74
		SP:Iteration 4Q (63678.970000 sec): 3 clusters
  Score: Raw -381528.603815 + Penalty 3888.209298 = -377640.394518
  nChanged 53
		SP:Iteration 5Q (63679.110000 sec): 3 clusters
  Score: Raw -381561.636563 + Penalty 3888.209298 = -377673.427266
  nChanged 37
		SP:Iteration 6Q (63679.270000 sec): 3 clusters
  Score: Raw -381583.674391 + Penalty 3888.209298 = -377695.465093
  nChanged 34
		SP:Iteration 7Q (63679.410000 sec): 3 clusters
  Score: Raw -381605.612947 + Penalty 3888.209298 = -377717.403650
  nChanged 25
		SP:Iteration 8Q (63679.550000 sec): 3 clusters
  Score: Raw -381627.247302 + Penalty 3888.209298 = -377739.038004
  nChanged 25
		SP:Iteration 9Q (63679.740000 sec): 3 clusters
  Score: Raw -381639.709027 + Penalty 3888.209298 = -377751.499729
  nChanged 16
		SP:Iteration 10Q (63679.870000 sec): 3 clusters
  Score: Raw -381645.599255 + Penalty 3888.209298 = -377757.389957
  nChanged 8
		SP:Iteration 11Q (63679.990000 sec): 3 clusters
  Score: Raw -381650.124800 + Penalty 3888.209298 = -377761.915502
  nChanged 11
		SP:Iteration 12Q (63680.170000 sec): 3 clusters
  Score: Raw -381655.231393 + Penalty 3888.209298 = -377767.022095
  nChanged 14
		SP:Iteration 13Q (63680.330000 sec): 3 clusters
  Score: Raw -381662.791026 + Penalty 3888.209298 = -377774.581728
  nChanged 17
		SP:Iteration 14Q (63680.460000 sec): 3 clusters
  Score: Raw -381671.245260 + Penalty 3888.209298 = -377783.035962
  nChanged 8
		SP:Iteration 15Q (63680.630000 sec): 3 clusters
  Score: Raw -381674.483197 + Penalty 3888.209298 = -377786.273899
  nChanged 4
		SP:Iteration 16Q (63680.830000 sec): 3 clusters
  Score: Raw -381677.190882 + Penalty 3888.209298 = -377788.981585
  nChanged 7
		SP:Iteration 17Q (63680.980000 sec): 3 clusters
  Score: Raw -381681.128018 + Penalty 3888.209298 = -377792.918721
  nChanged 5
		SP:Iteration 18Q (63681.120000 sec): 3 clusters
  Score: Raw -381683.770074 + Penalty 3888.209298 = -377795.560777
  nChanged 6
		SP:Iteration 19Q (63681.270000 sec): 3 clusters
  Score: Raw -381685.574271 + Penalty 3888.209298 = -377797.364973
  nChanged 1
		SP:Iteration 20F (63681.420000 sec): 3 clusters
  Score: Raw -381685.852938 + Penalty 3888.209298 = -377797.643640
  nChanged 1
		SP:Iteration 21Q (63681.550000 sec): 3 clusters
  Score: Raw -381686.165211 + Penalty 3888.209298 = -377797.955913
  nChanged 2
		SP:Iteration 22Q (63681.700000 sec): 3 clusters
  Score: Raw -381687.183733 + Penalty 3888.209298 = -377798.974436
  nChanged 2
		SP:Iteration 23Q (63681.850000 sec): 3 clusters
  Score: Raw -381687.969399 + Penalty 3888.209298 = -377799.760101
  nChanged 1
		SP:Iteration 24Q (63681.950000 sec): 3 clusters
  Score: Raw -381688.164821 + Penalty 3888.209298 = -377799.955523
  nChanged 1
		SP:Iteration 25Q (63682.090000 sec): 3 clusters
  Score: Raw -381688.408232 + Penalty 3888.209298 = -377800.198934
  nChanged 0
		SP:Iteration 26F (63682.240000 sec): 3 clusters
  Score: Raw -381688.408232 + Penalty 3888.209298 = -377800.198934
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (2520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63682.350000 sec): 2 clusters
  Score: Raw -372560.918025 + Penalty 1942.339517 = -370618.578508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63682.470000 sec): 3 clusters
  Score: Raw -371561.595759 + Penalty 3884.679034 = -367676.916725
  nChanged 863
		SP:Iteration 1F (63682.590000 sec): 3 clusters
  Score: Raw -372287.852894 + Penalty 3884.679034 = -368403.173860
  nChanged 268
		SP:Iteration 2F (63682.730000 sec): 3 clusters
  Score: Raw -372616.842110 + Penalty 3884.679034 = -368732.163077
  nChanged 206
		SP:Iteration 3F (63682.870000 sec): 3 clusters
  Score: Raw -372957.413587 + Penalty 3884.679034 = -369072.734553
  nChanged 184
		SP:Iteration 4F (63683.020000 sec): 3 clusters
  Score: Raw -373216.164837 + Penalty 3884.679034 = -369331.485803
  nChanged 149
		SP:Iteration 5F (63683.190000 sec): 3 clusters
  Score: Raw -373412.299253 + Penalty 3884.679034 = -369527.620219
  nChanged 98
		SP:Iteration 6Q (63683.330000 sec): 3 clusters
  Score: Raw -373512.413788 + Penalty 3884.679034 = -369627.734755
  nChanged 64
		SP:Iteration 7Q (63683.470000 sec): 3 clusters
  Score: Raw -373572.407152 + Penalty 3884.679034 = -369687.728119
  nChanged 44
		SP:Iteration 8Q (63683.600000 sec): 3 clusters
  Score: Raw -373612.809684 + Penalty 3884.679034 = -369728.130650
  nChanged 30
		SP:Iteration 9Q (63683.770000 sec): 3 clusters
  Score: Raw -373631.200730 + Penalty 3884.679034 = -369746.521696
  nChanged 19
		SP:Iteration 10Q (63683.910000 sec): 3 clusters
  Score: Raw -373644.142153 + Penalty 3884.679034 = -369759.463120
  nChanged 14
		SP:Iteration 11Q (63684.050000 sec): 3 clusters
  Score: Raw -373653.324268 + Penalty 3884.679034 = -369768.645235
  nChanged 11
		SP:Iteration 12Q (63684.200000 sec): 3 clusters
  Score: Raw -373658.110575 + Penalty 3884.679034 = -369773.431541
  nChanged 2
		SP:Iteration 13Q (63684.340000 sec): 3 clusters
  Score: Raw -373659.236047 + Penalty 3884.679034 = -369774.557014
  nChanged 1
		SP:Iteration 14Q (63684.490000 sec): 3 clusters
  Score: Raw -373659.611860 + Penalty 3884.679034 = -369774.932826
  nChanged 1
		SP:Iteration 15Q (63684.630000 sec): 3 clusters
  Score: Raw -373660.190511 + Penalty 3884.679034 = -369775.511477
  nChanged 2
		SP:Iteration 16Q (63684.770000 sec): 3 clusters
  Score: Raw -373662.386676 + Penalty 3884.679034 = -369777.707642
  nChanged 3
		SP:Iteration 17Q (63684.920000 sec): 3 clusters
  Score: Raw -373664.650930 + Penalty 3884.679034 = -369779.971896
  nChanged 1
		SP:Iteration 18Q (63685.060000 sec): 3 clusters
  Score: Raw -373666.713656 + Penalty 3884.679034 = -369782.034622
  nChanged 4
		SP:Iteration 19Q (63685.200000 sec): 3 clusters
  Score: Raw -373669.766814 + Penalty 3884.679034 = -369785.087780
  nChanged 2
		SP:Iteration 20F (63685.350000 sec): 3 clusters
  Score: Raw -373671.049654 + Penalty 3884.679034 = -369786.370621
  nChanged 1
		SP:Iteration 21Q (63685.470000 sec): 3 clusters
  Score: Raw -373671.755679 + Penalty 3884.679034 = -369787.076646
  nChanged 1
		SP:Iteration 22Q (63685.620000 sec): 3 clusters
  Score: Raw -373672.202896 + Penalty 3884.679034 = -369787.523863
  nChanged 0
		SP:Iteration 23F (63685.790000 sec): 3 clusters
  Score: Raw -373672.202896 + Penalty 3884.679034 = -369787.523863
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (18826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63686.020000 sec): 2 clusters
  Score: Raw -3031081.873640 + Penalty 2441.062555 = -3028640.811085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63686.270000 sec): 3 clusters
  Score: Raw -3020193.269861 + Penalty 4882.125109 = -3015311.144751
  nChanged 8217
		SP:Iteration 1F (63686.530000 sec): 3 clusters
  Score: Raw -3024647.301623 + Penalty 4882.125109 = -3019765.176514
  nChanged 1137
		SP:Iteration 2F (63686.800000 sec): 3 clusters
  Score: Raw -3025198.562004 + Penalty 4882.125109 = -3020316.436895
  nChanged 1184
		SP:Iteration 3F (63687.070000 sec): 3 clusters
  Score: Raw -3025875.951521 + Penalty 4882.125109 = -3020993.826412
  nChanged 1249
		SP:Iteration 4F (63687.390000 sec): 3 clusters
  Score: Raw -3026668.926536 + Penalty 4882.125109 = -3021786.801427
  nChanged 1253
		SP:Iteration 5F (63687.680000 sec): 3 clusters
  Score: Raw -3027504.752447 + Penalty 4882.125109 = -3022622.627337
  nChanged 1161
		SP:Iteration 6F (63687.930000 sec): 3 clusters
  Score: Raw -3028305.290545 + Penalty 4882.125109 = -3023423.165435
  nChanged 968
		SP:Iteration 7F (63688.210000 sec): 3 clusters
  Score: Raw -3028927.662689 + Penalty 4882.125109 = -3024045.537580
  nChanged 743
		SP:Iteration 8Q (63688.530000 sec): 3 clusters
  Score: Raw -3029382.388472 + Penalty 4882.125109 = -3024500.263362
  nChanged 552
		SP:Iteration 9Q (63688.870000 sec): 3 clusters
  Score: Raw -3029735.815235 + Penalty 4882.125109 = -3024853.690126
  nChanged 442
		SP:Iteration 10Q (63689.140000 sec): 3 clusters
  Score: Raw -3030028.415032 + Penalty 4882.125109 = -3025146.289923
  nChanged 374
		SP:Iteration 11Q (63689.440000 sec): 3 clusters
  Score: Raw -3030282.464657 + Penalty 4882.125109 = -3025400.339548
  nChanged 327
		SP:Iteration 12Q (63689.720000 sec): 3 clusters
  Score: Raw -3030515.744733 + Penalty 4882.125109 = -3025633.619623
  nChanged 295
		SP:Iteration 13Q (63690.000000 sec): 3 clusters
  Score: Raw -3030721.955119 + Penalty 4882.125109 = -3025839.830009
  nChanged 225
		SP:Iteration 14Q (63690.290000 sec): 3 clusters
  Score: Raw -3030882.183012 + Penalty 4882.125109 = -3026000.057903
  nChanged 161
		SP:Iteration 15Q (63690.580000 sec): 3 clusters
  Score: Raw -3031005.921992 + Penalty 4882.125109 = -3026123.796883
  nChanged 123
		SP:Iteration 16Q (63690.870000 sec): 3 clusters
  Score: Raw -3031090.687107 + Penalty 4882.125109 = -3026208.561998
  nChanged 98
		SP:Iteration 17Q (63691.110000 sec): 3 clusters
  Score: Raw -3031162.533275 + Penalty 4882.125109 = -3026280.408165
  nChanged 70
		SP:Iteration 18Q (63691.340000 sec): 3 clusters
  Score: Raw -3031226.139106 + Penalty 4882.125109 = -3026344.013997
  nChanged 72
		SP:Iteration 19Q (63691.580000 sec): 3 clusters
  Score: Raw -3031288.573373 + Penalty 4882.125109 = -3026406.448263
  nChanged 51
		SP:Iteration 20F (63691.810000 sec): 3 clusters
  Score: Raw -3031328.495363 + Penalty 4882.125109 = -3026446.370253
  nChanged 36
		SP:Iteration 21Q (63692.100000 sec): 3 clusters
  Score: Raw -3031358.114778 + Penalty 4882.125109 = -3026475.989669
  nChanged 27
		SP:Iteration 22Q (63692.320000 sec): 3 clusters
  Score: Raw -3031375.627897 + Penalty 4882.125109 = -3026493.502788
  nChanged 16
		SP:Iteration 23Q (63692.630000 sec): 3 clusters
  Score: Raw -3031389.082405 + Penalty 4882.125109 = -3026506.957296
  nChanged 17
		SP:Iteration 24Q (63692.850000 sec): 3 clusters
  Score: Raw -3031400.174245 + Penalty 4882.125109 = -3026518.049136
  nChanged 14
		SP:Iteration 25Q (63693.150000 sec): 3 clusters
  Score: Raw -3031411.657935 + Penalty 4882.125109 = -3026529.532826
  nChanged 10
		SP:Iteration 26Q (63693.480000 sec): 3 clusters
  Score: Raw -3031419.686640 + Penalty 4882.125109 = -3026537.561530
  nChanged 5
		SP:Iteration 27Q (63693.770000 sec): 3 clusters
  Score: Raw -3031422.836938 + Penalty 4882.125109 = -3026540.711828
  nChanged 9
		SP:Iteration 28Q (63693.970000 sec): 3 clusters
  Score: Raw -3031429.937531 + Penalty 4882.125109 = -3026547.812422
  nChanged 10
		SP:Iteration 29Q (63694.180000 sec): 3 clusters
  Score: Raw -3031438.225237 + Penalty 4882.125109 = -3026556.100128
  nChanged 7
		SP:Iteration 30Q (63694.500000 sec): 3 clusters
  Score: Raw -3031443.821943 + Penalty 4882.125109 = -3026561.696833
  nChanged 5
		SP:Iteration 31Q (63694.770000 sec): 3 clusters
  Score: Raw -3031447.033019 + Penalty 4882.125109 = -3026564.907909
  nChanged 5
		SP:Iteration 32Q (63695.080000 sec): 3 clusters
  Score: Raw -3031451.787064 + Penalty 4882.125109 = -3026569.661954
  nChanged 3
		SP:Iteration 33Q (63695.330000 sec): 3 clusters
  Score: Raw -3031453.963094 + Penalty 4882.125109 = -3026571.837985
  nChanged 3
		SP:Iteration 34Q (63695.610000 sec): 3 clusters
  Score: Raw -3031456.162911 + Penalty 4882.125109 = -3026574.037801
  nChanged 3
		SP:Iteration 35Q (63695.900000 sec): 3 clusters
  Score: Raw -3031458.845189 + Penalty 4882.125109 = -3026576.720079
  nChanged 2
		SP:Iteration 36Q (63696.190000 sec): 3 clusters
  Score: Raw -3031459.702198 + Penalty 4882.125109 = -3026577.577089
  nChanged 0
		SP:Iteration 37F (63696.500000 sec): 3 clusters
  Score: Raw -3031459.702198 + Penalty 4882.125109 = -3026577.577089
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (8386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63696.600000 sec): 2 clusters
  Score: Raw -1338495.165115 + Penalty 2240.511094 = -1336254.654021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63696.830000 sec): 3 clusters
  Score: Raw -1334081.329484 + Penalty 4481.022188 = -1329600.307296
  nChanged 3421
		SP:Iteration 1F (63697.050000 sec): 3 clusters
  Score: Raw -1335975.947232 + Penalty 4481.022188 = -1331494.925044
  nChanged 603
		SP:Iteration 2F (63697.260000 sec): 3 clusters
  Score: Raw -1336270.883397 + Penalty 4481.022188 = -1331789.861209
  nChanged 444
		SP:Iteration 3F (63697.530000 sec): 3 clusters
  Score: Raw -1336487.065096 + Penalty 4481.022188 = -1332006.042908
  nChanged 363
		SP:Iteration 4Q (63697.770000 sec): 3 clusters
  Score: Raw -1336667.997388 + Penalty 4481.022188 = -1332186.975200
  nChanged 344
		SP:Iteration 5Q (63698.000000 sec): 3 clusters
  Score: Raw -1336857.218772 + Penalty 4481.022188 = -1332376.196584
  nChanged 344
		SP:Iteration 6Q (63698.220000 sec): 3 clusters
  Score: Raw -1337042.538872 + Penalty 4481.022188 = -1332561.516684
  nChanged 315
		SP:Iteration 7Q (63698.440000 sec): 3 clusters
  Score: Raw -1337199.663423 + Penalty 4481.022188 = -1332718.641235
  nChanged 295
		SP:Iteration 8Q (63698.660000 sec): 3 clusters
  Score: Raw -1337362.735472 + Penalty 4481.022188 = -1332881.713284
  nChanged 292
		SP:Iteration 9Q (63698.900000 sec): 3 clusters
  Score: Raw -1337532.516144 + Penalty 4481.022188 = -1333051.493956
  nChanged 249
		SP:Iteration 10Q (63699.120000 sec): 3 clusters
  Score: Raw -1337664.845067 + Penalty 4481.022188 = -1333183.822879
  nChanged 204
		SP:Iteration 11Q (63699.380000 sec): 3 clusters
  Score: Raw -1337771.970314 + Penalty 4481.022188 = -1333290.948126
  nChanged 181
		SP:Iteration 12Q (63699.560000 sec): 3 clusters
  Score: Raw -1337881.049152 + Penalty 4481.022188 = -1333400.026964
  nChanged 184
		SP:Iteration 13Q (63699.840000 sec): 3 clusters
  Score: Raw -1337982.821330 + Penalty 4481.022188 = -1333501.799141
  nChanged 167
		SP:Iteration 14Q (63700.050000 sec): 3 clusters
  Score: Raw -1338079.536493 + Penalty 4481.022188 = -1333598.514305
  nChanged 142
		SP:Iteration 15Q (63700.250000 sec): 3 clusters
  Score: Raw -1338160.815329 + Penalty 4481.022188 = -1333679.793140
  nChanged 110
		SP:Iteration 16Q (63700.490000 sec): 3 clusters
  Score: Raw -1338226.342413 + Penalty 4481.022188 = -1333745.320224
  nChanged 94
		SP:Iteration 17Q (63700.690000 sec): 3 clusters
  Score: Raw -1338281.119811 + Penalty 4481.022188 = -1333800.097623
  nChanged 88
		SP:Iteration 18Q (63700.950000 sec): 3 clusters
  Score: Raw -1338333.807802 + Penalty 4481.022188 = -1333852.785614
  nChanged 75
		SP:Iteration 19Q (63701.090000 sec): 3 clusters
  Score: Raw -1338377.143136 + Penalty 4481.022188 = -1333896.120948
  nChanged 61
		SP:Iteration 20F (63701.330000 sec): 3 clusters
  Score: Raw -1338413.173287 + Penalty 4481.022188 = -1333932.151098
  nChanged 60
		SP:Iteration 21Q (63701.500000 sec): 3 clusters
  Score: Raw -1338449.026289 + Penalty 4481.022188 = -1333968.004101
  nChanged 53
		SP:Iteration 22Q (63701.740000 sec): 3 clusters
  Score: Raw -1338483.077989 + Penalty 4481.022188 = -1334002.055801
  nChanged 44
		SP:Iteration 23Q (63701.960000 sec): 3 clusters
  Score: Raw -1338511.976755 + Penalty 4481.022188 = -1334030.954566
  nChanged 35
		SP:Iteration 24Q (63702.190000 sec): 3 clusters
  Score: Raw -1338540.908974 + Penalty 4481.022188 = -1334059.886786
  nChanged 40
		SP:Iteration 25Q (63702.430000 sec): 3 clusters
  Score: Raw -1338565.564926 + Penalty 4481.022188 = -1334084.542738
  nChanged 31
		SP:Iteration 26Q (63702.670000 sec): 3 clusters
  Score: Raw -1338585.304484 + Penalty 4481.022188 = -1334104.282296
  nChanged 30
		SP:Iteration 27Q (63702.890000 sec): 3 clusters
  Score: Raw -1338605.093371 + Penalty 4481.022188 = -1334124.071183
  nChanged 24
		SP:Iteration 28Q (63703.170000 sec): 3 clusters
  Score: Raw -1338620.419263 + Penalty 4481.022188 = -1334139.397075
  nChanged 24
		SP:Iteration 29Q (63703.410000 sec): 3 clusters
  Score: Raw -1338640.947589 + Penalty 4481.022188 = -1334159.925401
  nChanged 22
		SP:Iteration 30Q (63703.580000 sec): 3 clusters
  Score: Raw -1338657.055173 + Penalty 4481.022188 = -1334176.032985
  nChanged 23
		SP:Iteration 31Q (63703.770000 sec): 3 clusters
  Score: Raw -1338674.850340 + Penalty 4481.022188 = -1334193.828152
  nChanged 19
		SP:Iteration 32Q (63704.000000 sec): 3 clusters
  Score: Raw -1338688.588823 + Penalty 4481.022188 = -1334207.566635
  nChanged 12
		SP:Iteration 33Q (63704.210000 sec): 3 clusters
  Score: Raw -1338695.519292 + Penalty 4481.022188 = -1334214.497103
  nChanged 8
		SP:Iteration 34Q (63704.380000 sec): 3 clusters
  Score: Raw -1338699.731476 + Penalty 4481.022188 = -1334218.709288
  nChanged 10
		SP:Iteration 35Q (63704.570000 sec): 3 clusters
  Score: Raw -1338704.410828 + Penalty 4481.022188 = -1334223.388640
  nChanged 2
		SP:Iteration 36Q (63704.750000 sec): 3 clusters
  Score: Raw -1338705.340866 + Penalty 4481.022188 = -1334224.318678
  nChanged 4
		SP:Iteration 37Q (63704.930000 sec): 3 clusters
  Score: Raw -1338709.447282 + Penalty 4481.022188 = -1334228.425093
  nChanged 8
		SP:Iteration 38Q (63705.160000 sec): 3 clusters
  Score: Raw -1338713.703785 + Penalty 4481.022188 = -1334232.681596
  nChanged 7
		SP:Iteration 39Q (63705.380000 sec): 3 clusters
  Score: Raw -1338717.969048 + Penalty 4481.022188 = -1334236.946860
  nChanged 7
		SP:Iteration 40F (63705.660000 sec): 3 clusters
  Score: Raw -1338722.116520 + Penalty 4481.022188 = -1334241.094332
  nChanged 5
		SP:Iteration 41Q (63705.900000 sec): 3 clusters
  Score: Raw -1338725.233294 + Penalty 4481.022188 = -1334244.211106
  nChanged 3
		SP:Iteration 42Q (63706.190000 sec): 3 clusters
  Score: Raw -1338727.268278 + Penalty 4481.022188 = -1334246.246090
  nChanged 4
		SP:Iteration 43Q (63706.420000 sec): 3 clusters
  Score: Raw -1338730.677851 + Penalty 4481.022188 = -1334249.655662
  nChanged 5
		SP:Iteration 44Q (63706.640000 sec): 3 clusters
  Score: Raw -1338734.345953 + Penalty 4481.022188 = -1334253.323764
  nChanged 6
		SP:Iteration 45Q (63706.880000 sec): 3 clusters
  Score: Raw -1338738.417999 + Penalty 4481.022188 = -1334257.395811
  nChanged 5
		SP:Iteration 46Q (63707.130000 sec): 3 clusters
  Score: Raw -1338741.423569 + Penalty 4481.022188 = -1334260.401381
  nChanged 3
		SP:Iteration 47Q (63707.500000 sec): 3 clusters
  Score: Raw -1338743.070218 + Penalty 4481.022188 = -1334262.048030
  nChanged 3
		SP:Iteration 48Q (63707.700000 sec): 3 clusters
  Score: Raw -1338745.392125 + Penalty 4481.022188 = -1334264.369936
  nChanged 2
		SP:Iteration 49Q (63707.860000 sec): 3 clusters
  Score: Raw -1338746.392629 + Penalty 4481.022188 = -1334265.370440
  nChanged 0
		SP:Iteration 50F (63708.080000 sec): 3 clusters
  Score: Raw -1338746.392629 + Penalty 4481.022188 = -1334265.370440
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63708.190000 sec): 2 clusters
  Score: Raw -47153.074213 + Penalty 1465.204569 = -45687.869644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63708.350000 sec): 3 clusters
  Score: Raw -47417.152724 + Penalty 2930.409137 = -44486.743587
  nChanged 95
		SP:Iteration 1F (63708.520000 sec): 3 clusters
  Score: Raw -47744.708091 + Penalty 2930.409137 = -44814.298954
  nChanged 28
		SP:Iteration 2F (63708.700000 sec): 3 clusters
  Score: Raw -47862.784357 + Penalty 2930.409137 = -44932.375220
  nChanged 11
		SP:Iteration 3Q (63708.870000 sec): 3 clusters
  Score: Raw -47906.676542 + Penalty 2930.409137 = -44976.267405
  nChanged 6
		SP:Iteration 4Q (63709.050000 sec): 3 clusters
  Score: Raw -47942.105208 + Penalty 2930.409137 = -45011.696071
  nChanged 3
		SP:Iteration 5Q (63709.270000 sec): 3 clusters
  Score: Raw -47950.515849 + Penalty 2930.409137 = -45020.106712
  nChanged 0
		SP:Iteration 6F (63709.440000 sec): 3 clusters
  Score: Raw -47950.515849 + Penalty 2930.409137 = -45020.106712
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (4808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63709.520000 sec): 2 clusters
  Score: Raw -749563.780077 + Penalty 2102.553046 = -747461.227031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63709.730000 sec): 3 clusters
  Score: Raw -747338.985007 + Penalty 4205.106092 = -743133.878914
  nChanged 1784
		SP:Iteration 1F (63709.910000 sec): 3 clusters
  Score: Raw -748357.277473 + Penalty 4205.106092 = -744152.171381
  nChanged 356
		SP:Iteration 2F (63710.070000 sec): 3 clusters
  Score: Raw -748605.125129 + Penalty 4205.106092 = -744400.019036
  nChanged 284
		SP:Iteration 3F (63710.230000 sec): 3 clusters
  Score: Raw -748822.828352 + Penalty 4205.106092 = -744617.722260
  nChanged 269
		SP:Iteration 4F (63710.390000 sec): 3 clusters
  Score: Raw -749041.875634 + Penalty 4205.106092 = -744836.769542
  nChanged 265
		SP:Iteration 5F (63710.550000 sec): 3 clusters
  Score: Raw -749303.998080 + Penalty 4205.106092 = -745098.891988
  nChanged 269
		SP:Iteration 6F (63710.710000 sec): 3 clusters
  Score: Raw -749590.768289 + Penalty 4205.106092 = -745385.662196
  nChanged 250
		SP:Iteration 7F (63710.880000 sec): 3 clusters
  Score: Raw -749862.620768 + Penalty 4205.106092 = -745657.514676
  nChanged 199
		SP:Iteration 8Q (63711.040000 sec): 3 clusters
  Score: Raw -750050.758018 + Penalty 4205.106092 = -745845.651926
  nChanged 131
		SP:Iteration 9Q (63711.200000 sec): 3 clusters
  Score: Raw -750166.014794 + Penalty 4205.106092 = -745960.908701
  nChanged 114
		SP:Iteration 10Q (63711.360000 sec): 3 clusters
  Score: Raw -750256.431110 + Penalty 4205.106092 = -746051.325017
  nChanged 83
		SP:Iteration 11Q (63711.520000 sec): 3 clusters
  Score: Raw -750310.493225 + Penalty 4205.106092 = -746105.387133
  nChanged 52
		SP:Iteration 12Q (63711.690000 sec): 3 clusters
  Score: Raw -750341.066744 + Penalty 4205.106092 = -746135.960652
  nChanged 42
		SP:Iteration 13Q (63711.850000 sec): 3 clusters
  Score: Raw -750368.398231 + Penalty 4205.106092 = -746163.292139
  nChanged 40
		SP:Iteration 14Q (63712.010000 sec): 3 clusters
  Score: Raw -750392.698422 + Penalty 4205.106092 = -746187.592330
  nChanged 25
		SP:Iteration 15Q (63712.240000 sec): 3 clusters
  Score: Raw -750405.309579 + Penalty 4205.106092 = -746200.203487
  nChanged 17
		SP:Iteration 16Q (63712.370000 sec): 3 clusters
  Score: Raw -750412.439990 + Penalty 4205.106092 = -746207.333898
  nChanged 13
		SP:Iteration 17Q (63712.540000 sec): 3 clusters
  Score: Raw -750419.393291 + Penalty 4205.106092 = -746214.287199
  nChanged 16
		SP:Iteration 18Q (63712.700000 sec): 3 clusters
  Score: Raw -750425.937783 + Penalty 4205.106092 = -746220.831691
  nChanged 7
		SP:Iteration 19Q (63712.860000 sec): 3 clusters
  Score: Raw -750428.373175 + Penalty 4205.106092 = -746223.267082
  nChanged 4
		SP:Iteration 20F (63713.030000 sec): 3 clusters
  Score: Raw -750429.525167 + Penalty 4205.106092 = -746224.419075
  nChanged 3
		SP:Iteration 21Q (63713.190000 sec): 3 clusters
  Score: Raw -750430.738075 + Penalty 4205.106092 = -746225.631983
  nChanged 2
		SP:Iteration 22Q (63713.350000 sec): 3 clusters
  Score: Raw -750431.384832 + Penalty 4205.106092 = -746226.278739
  nChanged 1
		SP:Iteration 23Q (63713.510000 sec): 3 clusters
  Score: Raw -750431.731797 + Penalty 4205.106092 = -746226.625705
  nChanged 2
		SP:Iteration 24Q (63713.680000 sec): 3 clusters
  Score: Raw -750432.407194 + Penalty 4205.106092 = -746227.301101
  nChanged 1
		SP:Iteration 25Q (63713.840000 sec): 3 clusters
  Score: Raw -750433.050973 + Penalty 4205.106092 = -746227.944881
  nChanged 0
		SP:Iteration 26F (63714.000000 sec): 3 clusters
  Score: Raw -750433.050973 + Penalty 4205.106092 = -746227.944881
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (92912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63714.690000 sec): 2 clusters
  Score: Raw -14892543.141822 + Penalty 2836.973206 = -14889706.168616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63715.620000 sec): 3 clusters
  Score: Raw -14833059.444275 + Penalty 5673.946411 = -14827385.497863
  nChanged 43909
		SP:Iteration 1F (63716.570000 sec): 3 clusters
  Score: Raw -14857954.016806 + Penalty 5673.946411 = -14852280.070394
  nChanged 2984
		SP:Iteration 2Q (63717.590000 sec): 3 clusters
  Score: Raw -14858654.617391 + Penalty 5673.946411 = -14852980.670980
  nChanged 3042
		SP:Iteration 3Q (63718.630000 sec): 3 clusters
  Score: Raw -14859426.624454 + Penalty 5673.946411 = -14853752.678043
  nChanged 3211
		SP:Iteration 4Q (63719.660000 sec): 3 clusters
  Score: Raw -14860313.879466 + Penalty 5673.946411 = -14854639.933055
  nChanged 3437
		SP:Iteration 5Q (63720.650000 sec): 3 clusters
  Score: Raw -14861366.261753 + Penalty 5673.946411 = -14855692.315341
  nChanged 3919
		SP:Iteration 6Q (63721.680000 sec): 3 clusters
  Score: Raw -14862921.248460 + Penalty 5673.946411 = -14857247.302049
  nChanged 4865
		SP:Iteration 7F (63722.620000 sec): 3 clusters
  Score: Raw -14865469.489483 + Penalty 5673.946411 = -14859795.543071
  nChanged 6086
		SP:Iteration 8F (63723.520000 sec): 3 clusters
  Score: Raw -14869628.956293 + Penalty 5673.946411 = -14863955.009881
  nChanged 7007
		SP:Iteration 9F (63724.340000 sec): 3 clusters
  Score: Raw -14875271.881027 + Penalty 5673.946411 = -14869597.934615
  nChanged 6860
		SP:Iteration 10F (63725.150000 sec): 3 clusters
  Score: Raw -14881335.588970 + Penalty 5673.946411 = -14875661.642559
  nChanged 5461
		SP:Iteration 11F (63725.930000 sec): 3 clusters
  Score: Raw -14886318.800926 + Penalty 5673.946411 = -14880644.854515
  nChanged 3575
		SP:Iteration 12Q (63726.810000 sec): 3 clusters
  Score: Raw -14889505.595097 + Penalty 5673.946411 = -14883831.648686
  nChanged 1969
		SP:Iteration 13Q (63727.590000 sec): 3 clusters
  Score: Raw -14891188.760727 + Penalty 5673.946411 = -14885514.814315
  nChanged 996
		SP:Iteration 14Q (63728.340000 sec): 3 clusters
  Score: Raw -14892040.355532 + Penalty 5673.946411 = -14886366.409120
  nChanged 521
		SP:Iteration 15Q (63729.270000 sec): 3 clusters
  Score: Raw -14892482.614266 + Penalty 5673.946411 = -14886808.667855
  nChanged 243
		SP:Iteration 16Q (63730.080000 sec): 3 clusters
  Score: Raw -14892692.150646 + Penalty 5673.946411 = -14887018.204235
  nChanged 126
		SP:Iteration 17Q (63730.960000 sec): 3 clusters
  Score: Raw -14892790.660722 + Penalty 5673.946411 = -14887116.714311
  nChanged 70
		SP:Iteration 18Q (63731.810000 sec): 3 clusters
  Score: Raw -14892847.005085 + Penalty 5673.946411 = -14887173.058674
  nChanged 54
		SP:Iteration 19Q (63732.730000 sec): 3 clusters
  Score: Raw -14892889.907365 + Penalty 5673.946411 = -14887215.960954
  nChanged 35
		SP:Iteration 20F (63733.580000 sec): 3 clusters
  Score: Raw -14892919.209884 + Penalty 5673.946411 = -14887245.263472
  nChanged 25
		SP:Iteration 21Q (63734.330000 sec): 3 clusters
  Score: Raw -14892939.780594 + Penalty 5673.946411 = -14887265.834182
  nChanged 22
		SP:Iteration 22Q (63735.220000 sec): 3 clusters
  Score: Raw -14892958.171622 + Penalty 5673.946411 = -14887284.225210
  nChanged 13
		SP:Iteration 23Q (63736.090000 sec): 3 clusters
  Score: Raw -14892969.952633 + Penalty 5673.946411 = -14887296.006222
  nChanged 6
		SP:Iteration 24Q (63736.920000 sec): 3 clusters
  Score: Raw -14892974.609507 + Penalty 5673.946411 = -14887300.663095
  nChanged 3
		SP:Iteration 25Q (63737.790000 sec): 3 clusters
  Score: Raw -14892976.923484 + Penalty 5673.946411 = -14887302.977072
  nChanged 3
		SP:Iteration 26Q (63738.600000 sec): 3 clusters
  Score: Raw -14892979.224469 + Penalty 5673.946411 = -14887305.278058
  nChanged 5
		SP:Iteration 27Q (63739.570000 sec): 3 clusters
  Score: Raw -14892983.110350 + Penalty 5673.946411 = -14887309.163938
  nChanged 6
		SP:Iteration 28Q (63740.310000 sec): 3 clusters
  Score: Raw -14892988.849812 + Penalty 5673.946411 = -14887314.903401
  nChanged 7
		SP:Iteration 29Q (63741.140000 sec): 3 clusters
  Score: Raw -14892994.116399 + Penalty 5673.946411 = -14887320.169987
  nChanged 6
		SP:Iteration 30Q (63741.980000 sec): 3 clusters
  Score: Raw -14892998.766697 + Penalty 5673.946411 = -14887324.820286
  nChanged 5
		SP:Iteration 31Q (63742.710000 sec): 3 clusters
  Score: Raw -14893002.591525 + Penalty 5673.946411 = -14887328.645113
  nChanged 4
		SP:Iteration 32Q (63743.550000 sec): 3 clusters
  Score: Raw -14893005.024118 + Penalty 5673.946411 = -14887331.077707
  nChanged 2
		SP:Iteration 33Q (63744.350000 sec): 3 clusters
  Score: Raw -14893007.276998 + Penalty 5673.946411 = -14887333.330587
  nChanged 5
		SP:Iteration 34Q (63745.180000 sec): 3 clusters
  Score: Raw -14893010.619006 + Penalty 5673.946411 = -14887336.672595
  nChanged 5
		SP:Iteration 35Q (63745.990000 sec): 3 clusters
  Score: Raw -14893014.503215 + Penalty 5673.946411 = -14887340.556804
  nChanged 3
		SP:Iteration 36Q (63746.800000 sec): 3 clusters
  Score: Raw -14893016.579308 + Penalty 5673.946411 = -14887342.632897
  nChanged 3
		SP:Iteration 37Q (63747.710000 sec): 3 clusters
  Score: Raw -14893019.312668 + Penalty 5673.946411 = -14887345.366256
  nChanged 5
		SP:Iteration 38Q (63748.470000 sec): 3 clusters
  Score: Raw -14893023.768949 + Penalty 5673.946411 = -14887349.822538
  nChanged 3
		SP:Iteration 39Q (63749.340000 sec): 3 clusters
  Score: Raw -14893026.630022 + Penalty 5673.946411 = -14887352.683610
  nChanged 0
		SP:Iteration 40F (63750.140000 sec): 3 clusters
  Score: Raw -14893026.630022 + Penalty 5673.946411 = -14887352.683610
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (19849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63750.390000 sec): 2 clusters
  Score: Raw -2993247.563274 + Penalty 2454.185409 = -2990793.377865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63750.670000 sec): 3 clusters
  Score: Raw -2981855.547293 + Penalty 4908.370818 = -2976947.176475
  nChanged 8662
		SP:Iteration 1F (63750.900000 sec): 3 clusters
  Score: Raw -2986783.314332 + Penalty 4908.370818 = -2981874.943514
  nChanged 1147
		SP:Iteration 2F (63751.190000 sec): 3 clusters
  Score: Raw -2987261.020984 + Penalty 4908.370818 = -2982352.650166
  nChanged 1025
		SP:Iteration 3F (63751.510000 sec): 3 clusters
  Score: Raw -2987703.847617 + Penalty 4908.370818 = -2982795.476799
  nChanged 907
		SP:Iteration 4Q (63751.840000 sec): 3 clusters
  Score: Raw -2988093.070092 + Penalty 4908.370818 = -2983184.699274
  nChanged 880
		SP:Iteration 5Q (63752.180000 sec): 3 clusters
  Score: Raw -2988469.950178 + Penalty 4908.370818 = -2983561.579361
  nChanged 776
		SP:Iteration 6Q (63752.530000 sec): 3 clusters
  Score: Raw -2988802.148106 + Penalty 4908.370818 = -2983893.777288
  nChanged 703
		SP:Iteration 7Q (63752.810000 sec): 3 clusters
  Score: Raw -2989100.225464 + Penalty 4908.370818 = -2984191.854647
  nChanged 700
		SP:Iteration 8Q (63753.190000 sec): 3 clusters
  Score: Raw -2989378.513072 + Penalty 4908.370818 = -2984470.142254
  nChanged 656
		SP:Iteration 9Q (63753.470000 sec): 3 clusters
  Score: Raw -2989629.354288 + Penalty 4908.370818 = -2984720.983470
  nChanged 604
		SP:Iteration 10Q (63753.810000 sec): 3 clusters
  Score: Raw -2989878.581531 + Penalty 4908.370818 = -2984970.210713
  nChanged 595
		SP:Iteration 11Q (63754.130000 sec): 3 clusters
  Score: Raw -2990132.859477 + Penalty 4908.370818 = -2985224.488659
  nChanged 582
		SP:Iteration 12Q (63754.460000 sec): 3 clusters
  Score: Raw -2990386.465163 + Penalty 4908.370818 = -2985478.094345
  nChanged 559
		SP:Iteration 13Q (63754.750000 sec): 3 clusters
  Score: Raw -2990621.695033 + Penalty 4908.370818 = -2985713.324215
  nChanged 494
		SP:Iteration 14Q (63755.090000 sec): 3 clusters
  Score: Raw -2990809.119505 + Penalty 4908.370818 = -2985900.748687
  nChanged 405
		SP:Iteration 15Q (63755.340000 sec): 3 clusters
  Score: Raw -2990945.744345 + Penalty 4908.370818 = -2986037.373527
  nChanged 353
		SP:Iteration 16Q (63755.660000 sec): 3 clusters
  Score: Raw -2991057.051405 + Penalty 4908.370818 = -2986148.680587
  nChanged 316
		SP:Iteration 17Q (63755.890000 sec): 3 clusters
  Score: Raw -2991142.886838 + Penalty 4908.370818 = -2986234.516020
  nChanged 247
		SP:Iteration 18Q (63756.170000 sec): 3 clusters
  Score: Raw -2991202.190249 + Penalty 4908.370818 = -2986293.819431
  nChanged 190
		SP:Iteration 19Q (63756.510000 sec): 3 clusters
  Score: Raw -2991238.287640 + Penalty 4908.370818 = -2986329.916822
  nChanged 148
		SP:Iteration 20F (63756.850000 sec): 3 clusters
  Score: Raw -2991264.427685 + Penalty 4908.370818 = -2986356.056867
  nChanged 147
		SP:Iteration 21Q (63757.120000 sec): 3 clusters
  Score: Raw -2991289.289455 + Penalty 4908.370818 = -2986380.918637
  nChanged 128
		SP:Iteration 22Q (63757.390000 sec): 3 clusters
  Score: Raw -2991310.086468 + Penalty 4908.370818 = -2986401.715650
  nChanged 98
		SP:Iteration 23Q (63757.690000 sec): 3 clusters
  Score: Raw -2991328.036137 + Penalty 4908.370818 = -2986419.665319
  nChanged 100
		SP:Iteration 24Q (63758.010000 sec): 3 clusters
  Score: Raw -2991343.742454 + Penalty 4908.370818 = -2986435.371636
  nChanged 87
		SP:Iteration 25Q (63758.340000 sec): 3 clusters
  Score: Raw -2991355.607700 + Penalty 4908.370818 = -2986447.236883
  nChanged 83
		SP:Iteration 26Q (63758.650000 sec): 3 clusters
  Score: Raw -2991370.408084 + Penalty 4908.370818 = -2986462.037266
  nChanged 102
		SP:Iteration 27Q (63758.960000 sec): 3 clusters
  Score: Raw -2991387.778192 + Penalty 4908.370818 = -2986479.407374
  nChanged 91
		SP:Iteration 28Q (63759.310000 sec): 3 clusters
  Score: Raw -2991404.147608 + Penalty 4908.370818 = -2986495.776790
  nChanged 92
		SP:Iteration 29Q (63759.670000 sec): 3 clusters
  Score: Raw -2991421.712021 + Penalty 4908.370818 = -2986513.341203
  nChanged 102
		SP:Iteration 30Q (63759.990000 sec): 3 clusters
  Score: Raw -2991441.772989 + Penalty 4908.370818 = -2986533.402171
  nChanged 102
		SP:Iteration 31Q (63760.330000 sec): 3 clusters
  Score: Raw -2991460.112761 + Penalty 4908.370818 = -2986551.741943
  nChanged 80
		SP:Iteration 32Q (63760.650000 sec): 3 clusters
  Score: Raw -2991475.055376 + Penalty 4908.370818 = -2986566.684558
  nChanged 87
		SP:Iteration 33Q (63760.960000 sec): 3 clusters
  Score: Raw -2991489.307569 + Penalty 4908.370818 = -2986580.936751
  nChanged 89
		SP:Iteration 34Q (63761.320000 sec): 3 clusters
  Score: Raw -2991506.844574 + Penalty 4908.370818 = -2986598.473756
  nChanged 128
		SP:Iteration 35Q (63761.670000 sec): 3 clusters
  Score: Raw -2991529.731846 + Penalty 4908.370818 = -2986621.361028
  nChanged 124
		SP:Iteration 36Q (63762.000000 sec): 3 clusters
  Score: Raw -2991556.090959 + Penalty 4908.370818 = -2986647.720141
  nChanged 118
		SP:Iteration 37Q (63762.360000 sec): 3 clusters
  Score: Raw -2991579.584375 + Penalty 4908.370818 = -2986671.213557
  nChanged 121
		SP:Iteration 38Q (63762.740000 sec): 3 clusters
  Score: Raw -2991600.797086 + Penalty 4908.370818 = -2986692.426268
  nChanged 99
		SP:Iteration 39Q (63763.110000 sec): 3 clusters
  Score: Raw -2991617.217148 + Penalty 4908.370818 = -2986708.846331
  nChanged 102
		SP:Iteration 40F (63763.410000 sec): 3 clusters
  Score: Raw -2991635.787705 + Penalty 4908.370818 = -2986727.416887
  nChanged 99
		SP:Iteration 41Q (63763.720000 sec): 3 clusters
  Score: Raw -2991650.955656 + Penalty 4908.370818 = -2986742.584839
  nChanged 85
		SP:Iteration 42Q (63764.000000 sec): 3 clusters
  Score: Raw -2991664.036324 + Penalty 4908.370818 = -2986755.665507
  nChanged 84
		SP:Iteration 43Q (63764.300000 sec): 3 clusters
  Score: Raw -2991677.105797 + Penalty 4908.370818 = -2986768.734979
  nChanged 78
		SP:Iteration 44Q (63764.740000 sec): 3 clusters
  Score: Raw -2991689.606878 + Penalty 4908.370818 = -2986781.236060
  nChanged 87
		SP:Iteration 45Q (63765.070000 sec): 3 clusters
  Score: Raw -2991703.003144 + Penalty 4908.370818 = -2986794.632326
  nChanged 91
		SP:Iteration 46Q (63765.400000 sec): 3 clusters
  Score: Raw -2991717.499950 + Penalty 4908.370818 = -2986809.129132
  nChanged 88
		SP:Iteration 47Q (63765.700000 sec): 3 clusters
  Score: Raw -2991734.008335 + Penalty 4908.370818 = -2986825.637517
  nChanged 102
		SP:Iteration 48Q (63765.990000 sec): 3 clusters
  Score: Raw -2991750.345324 + Penalty 4908.370818 = -2986841.974506
  nChanged 85
		SP:Iteration 49Q (63766.340000 sec): 3 clusters
  Score: Raw -2991764.161197 + Penalty 4908.370818 = -2986855.790379
  nChanged 77
		SP:Iteration 50Q (63766.640000 sec): 3 clusters
  Score: Raw -2991777.328596 + Penalty 4908.370818 = -2986868.957778
  nChanged 74
		SP:Iteration 51Q (63766.910000 sec): 3 clusters
  Score: Raw -2991791.154341 + Penalty 4908.370818 = -2986882.783523
  nChanged 74
		SP:Iteration 52Q (63767.320000 sec): 3 clusters
  Score: Raw -2991803.470679 + Penalty 4908.370818 = -2986895.099861
  nChanged 65
		SP:Iteration 53Q (63767.630000 sec): 3 clusters
  Score: Raw -2991814.979814 + Penalty 4908.370818 = -2986906.608996
  nChanged 68
		SP:Iteration 54Q (63767.960000 sec): 3 clusters
  Score: Raw -2991827.378804 + Penalty 4908.370818 = -2986919.007986
  nChanged 80
		SP:Iteration 55Q (63768.260000 sec): 3 clusters
  Score: Raw -2991840.745403 + Penalty 4908.370818 = -2986932.374585
  nChanged 75
		SP:Iteration 56Q (63768.490000 sec): 3 clusters
  Score: Raw -2991853.528545 + Penalty 4908.370818 = -2986945.157727
  nChanged 77
		SP:Iteration 57Q (63768.770000 sec): 3 clusters
  Score: Raw -2991865.938050 + Penalty 4908.370818 = -2986957.567232
  nChanged 83
		SP:Iteration 58Q (63769.110000 sec): 3 clusters
  Score: Raw -2991879.471215 + Penalty 4908.370818 = -2986971.100397
  nChanged 79
		SP:Iteration 59Q (63769.410000 sec): 3 clusters
  Score: Raw -2991891.868289 + Penalty 4908.370818 = -2986983.497471
  nChanged 80
		SP:Iteration 60F (63769.660000 sec): 3 clusters
  Score: Raw -2991904.737598 + Penalty 4908.370818 = -2986996.366780
  nChanged 88
		SP:Iteration 61Q (63769.980000 sec): 3 clusters
  Score: Raw -2991921.329296 + Penalty 4908.370818 = -2987012.958478
  nChanged 105
		SP:Iteration 62Q (63770.300000 sec): 3 clusters
  Score: Raw -2991943.470893 + Penalty 4908.370818 = -2987035.100075
  nChanged 110
		SP:Iteration 63Q (63770.590000 sec): 3 clusters
  Score: Raw -2991964.407017 + Penalty 4908.370818 = -2987056.036199
  nChanged 109
		SP:Iteration 64Q (63770.890000 sec): 3 clusters
  Score: Raw -2991982.074982 + Penalty 4908.370818 = -2987073.704164
  nChanged 91
		SP:Iteration 65Q (63771.210000 sec): 3 clusters
  Score: Raw -2991995.644239 + Penalty 4908.370818 = -2987087.273421
  nChanged 97
		SP:Iteration 66Q (63771.560000 sec): 3 clusters
  Score: Raw -2992012.240036 + Penalty 4908.370818 = -2987103.869218
  nChanged 89
		SP:Iteration 67Q (63771.790000 sec): 3 clusters
  Score: Raw -2992027.540457 + Penalty 4908.370818 = -2987119.169639
  nChanged 80
		SP:Iteration 68Q (63772.070000 sec): 3 clusters
  Score: Raw -2992041.480119 + Penalty 4908.370818 = -2987133.109301
  nChanged 88
		SP:Iteration 69Q (63772.330000 sec): 3 clusters
  Score: Raw -2992057.404718 + Penalty 4908.370818 = -2987149.033900
  nChanged 101
		SP:Iteration 70Q (63772.610000 sec): 3 clusters
  Score: Raw -2992076.157753 + Penalty 4908.370818 = -2987167.786936
  nChanged 113
		SP:Iteration 71Q (63772.920000 sec): 3 clusters
  Score: Raw -2992100.229383 + Penalty 4908.370818 = -2987191.858565
  nChanged 108
		SP:Iteration 72Q (63773.150000 sec): 3 clusters
  Score: Raw -2992125.629622 + Penalty 4908.370818 = -2987217.258804
  nChanged 120
		SP:Iteration 73Q (63773.390000 sec): 3 clusters
  Score: Raw -2992154.630165 + Penalty 4908.370818 = -2987246.259348
  nChanged 132
		SP:Iteration 74Q (63773.630000 sec): 3 clusters
  Score: Raw -2992187.338378 + Penalty 4908.370818 = -2987278.967561
  nChanged 111
		SP:Iteration 75Q (63773.910000 sec): 3 clusters
  Score: Raw -2992214.016961 + Penalty 4908.370818 = -2987305.646143
  nChanged 114
		SP:Iteration 76Q (63774.150000 sec): 3 clusters
  Score: Raw -2992241.310896 + Penalty 4908.370818 = -2987332.940078
  nChanged 127
		SP:Iteration 77Q (63774.410000 sec): 3 clusters
  Score: Raw -2992276.379810 + Penalty 4908.370818 = -2987368.008992
  nChanged 154
		SP:Iteration 78Q (63774.690000 sec): 3 clusters
  Score: Raw -2992321.954364 + Penalty 4908.370818 = -2987413.583547
  nChanged 152
		SP:Iteration 79Q (63774.900000 sec): 3 clusters
  Score: Raw -2992367.148034 + Penalty 4908.370818 = -2987458.777216
  nChanged 166
		SP:Iteration 80F (63775.110000 sec): 3 clusters
  Score: Raw -2992417.217975 + Penalty 4908.370818 = -2987508.847157
  nChanged 147
		SP:Iteration 81Q (63775.420000 sec): 3 clusters
  Score: Raw -2992463.426894 + Penalty 4908.370818 = -2987555.056076
  nChanged 165
		SP:Iteration 82Q (63775.660000 sec): 3 clusters
  Score: Raw -2992511.956192 + Penalty 4908.370818 = -2987603.585374
  nChanged 161
		SP:Iteration 83Q (63776.050000 sec): 3 clusters
  Score: Raw -2992565.984320 + Penalty 4908.370818 = -2987657.613503
  nChanged 181
		SP:Iteration 84Q (63776.300000 sec): 3 clusters
  Score: Raw -2992625.736861 + Penalty 4908.370818 = -2987717.366043
  nChanged 157
		SP:Iteration 85Q (63776.610000 sec): 3 clusters
  Score: Raw -2992678.613424 + Penalty 4908.370818 = -2987770.242606
  nChanged 150
		SP:Iteration 86Q (63776.940000 sec): 3 clusters
  Score: Raw -2992732.679907 + Penalty 4908.370818 = -2987824.309089
  nChanged 151
		SP:Iteration 87Q (63777.200000 sec): 3 clusters
  Score: Raw -2992788.039614 + Penalty 4908.370818 = -2987879.668796
  nChanged 168
		SP:Iteration 88Q (63777.450000 sec): 3 clusters
  Score: Raw -2992853.552349 + Penalty 4908.370818 = -2987945.181531
  nChanged 172
		SP:Iteration 89Q (63777.730000 sec): 3 clusters
  Score: Raw -2992920.200098 + Penalty 4908.370818 = -2988011.829280
  nChanged 154
		SP:Iteration 90Q (63778.010000 sec): 3 clusters
  Score: Raw -2992971.289345 + Penalty 4908.370818 = -2988062.918528
  nChanged 143
		SP:Iteration 91Q (63778.270000 sec): 3 clusters
  Score: Raw -2993018.000006 + Penalty 4908.370818 = -2988109.629188
  nChanged 143
		SP:Iteration 92Q (63778.560000 sec): 3 clusters
  Score: Raw -2993073.849638 + Penalty 4908.370818 = -2988165.478820
  nChanged 146
		SP:Iteration 93Q (63778.890000 sec): 3 clusters
  Score: Raw -2993133.666270 + Penalty 4908.370818 = -2988225.295452
  nChanged 168
		SP:Iteration 94Q (63779.210000 sec): 3 clusters
  Score: Raw -2993202.227718 + Penalty 4908.370818 = -2988293.856900
  nChanged 149
		SP:Iteration 95Q (63779.550000 sec): 3 clusters
  Score: Raw -2993266.126176 + Penalty 4908.370818 = -2988357.755358
  nChanged 140
		SP:Iteration 96Q (63779.820000 sec): 3 clusters
  Score: Raw -2993331.409369 + Penalty 4908.370818 = -2988423.038551
  nChanged 142
		SP:Iteration 97Q (63780.120000 sec): 3 clusters
  Score: Raw -2993399.220490 + Penalty 4908.370818 = -2988490.849672
  nChanged 124
		SP:Iteration 98Q (63780.370000 sec): 3 clusters
  Score: Raw -2993454.969300 + Penalty 4908.370818 = -2988546.598482
  nChanged 113
		SP:Iteration 99Q (63780.630000 sec): 3 clusters
  Score: Raw -2993511.895790 + Penalty 4908.370818 = -2988603.524972
  nChanged 106
		SP:Iteration 100F (63780.950000 sec): 3 clusters
  Score: Raw -2993565.979085 + Penalty 4908.370818 = -2988657.608267
  nChanged 94
		SP:Iteration 101Q (63781.240000 sec): 3 clusters
  Score: Raw -2993611.615246 + Penalty 4908.370818 = -2988703.244428
  nChanged 91
		SP:Iteration 102Q (63781.550000 sec): 3 clusters
  Score: Raw -2993659.914163 + Penalty 4908.370818 = -2988751.543346
  nChanged 73
		SP:Iteration 103Q (63781.810000 sec): 3 clusters
  Score: Raw -2993697.595597 + Penalty 4908.370818 = -2988789.224779
  nChanged 63
		SP:Iteration 104Q (63782.130000 sec): 3 clusters
  Score: Raw -2993731.839907 + Penalty 4908.370818 = -2988823.469089
  nChanged 66
		SP:Iteration 105Q (63782.440000 sec): 3 clusters
  Score: Raw -2993761.317819 + Penalty 4908.370818 = -2988852.947001
  nChanged 50
		SP:Iteration 106Q (63782.730000 sec): 3 clusters
  Score: Raw -2993780.887138 + Penalty 4908.370818 = -2988872.516320
  nChanged 38
		SP:Iteration 107Q (63783.110000 sec): 3 clusters
  Score: Raw -2993798.976030 + Penalty 4908.370818 = -2988890.605212
  nChanged 36
		SP:Iteration 108Q (63783.460000 sec): 3 clusters
  Score: Raw -2993813.990294 + Penalty 4908.370818 = -2988905.619476
  nChanged 32
		SP:Iteration 109Q (63783.790000 sec): 3 clusters
  Score: Raw -2993829.720158 + Penalty 4908.370818 = -2988921.349340
  nChanged 39
		SP:Iteration 110Q (63784.120000 sec): 3 clusters
  Score: Raw -2993850.932065 + Penalty 4908.370818 = -2988942.561247
  nChanged 38
		SP:Iteration 111Q (63784.410000 sec): 3 clusters
  Score: Raw -2993874.487769 + Penalty 4908.370818 = -2988966.116951
  nChanged 32
		SP:Iteration 112Q (63784.730000 sec): 3 clusters
  Score: Raw -2993895.187140 + Penalty 4908.370818 = -2988986.816322
  nChanged 41
		SP:Iteration 113Q (63785.080000 sec): 3 clusters
  Score: Raw -2993925.252139 + Penalty 4908.370818 = -2989016.881321
  nChanged 38
		SP:Iteration 114Q (63785.380000 sec): 3 clusters
  Score: Raw -2993957.214098 + Penalty 4908.370818 = -2989048.843280
  nChanged 36
		SP:Iteration 115Q (63785.650000 sec): 3 clusters
  Score: Raw -2993988.245691 + Penalty 4908.370818 = -2989079.874873
  nChanged 44
		SP:Iteration 116Q (63786.080000 sec): 3 clusters
  Score: Raw -2994018.949296 + Penalty 4908.370818 = -2989110.578479
  nChanged 44
		SP:Iteration 117Q (63786.370000 sec): 3 clusters
  Score: Raw -2994055.246804 + Penalty 4908.370818 = -2989146.875987
  nChanged 34
		SP:Iteration 118Q (63786.700000 sec): 3 clusters
  Score: Raw -2994075.063799 + Penalty 4908.370818 = -2989166.692981
  nChanged 26
		SP:Iteration 119Q (63787.060000 sec): 3 clusters
  Score: Raw -2994090.095484 + Penalty 4908.370818 = -2989181.724666
  nChanged 18
		SP:Iteration 120F (63787.400000 sec): 3 clusters
  Score: Raw -2994098.752987 + Penalty 4908.370818 = -2989190.382169
  nChanged 12
		SP:Iteration 121Q (63787.780000 sec): 3 clusters
  Score: Raw -2994104.300358 + Penalty 4908.370818 = -2989195.929540
  nChanged 6
		SP:Iteration 122Q (63788.110000 sec): 3 clusters
  Score: Raw -2994106.732313 + Penalty 4908.370818 = -2989198.361495
  nChanged 7
		SP:Iteration 123Q (63788.510000 sec): 3 clusters
  Score: Raw -2994109.829073 + Penalty 4908.370818 = -2989201.458255
  nChanged 6
		SP:Iteration 124Q (63788.740000 sec): 3 clusters
  Score: Raw -2994111.913043 + Penalty 4908.370818 = -2989203.542225
  nChanged 4
		SP:Iteration 125Q (63789.100000 sec): 3 clusters
  Score: Raw -2994112.915110 + Penalty 4908.370818 = -2989204.544292
  nChanged 2
		SP:Iteration 126Q (63789.440000 sec): 3 clusters
  Score: Raw -2994113.457455 + Penalty 4908.370818 = -2989205.086637
  nChanged 2
		SP:Iteration 127Q (63789.690000 sec): 3 clusters
  Score: Raw -2994114.968811 + Penalty 4908.370818 = -2989206.597994
  nChanged 4
		SP:Iteration 128Q (63790.020000 sec): 3 clusters
  Score: Raw -2994116.672342 + Penalty 4908.370818 = -2989208.301524
  nChanged 1
		SP:Iteration 129Q (63790.380000 sec): 3 clusters
  Score: Raw -2994117.296601 + Penalty 4908.370818 = -2989208.925784
  nChanged 4
		SP:Iteration 130Q (63790.700000 sec): 3 clusters
  Score: Raw -2994119.551642 + Penalty 4908.370818 = -2989211.180824
  nChanged 6
		SP:Iteration 131Q (63791.000000 sec): 3 clusters
  Score: Raw -2994122.151759 + Penalty 4908.370818 = -2989213.780941
  nChanged 5
		SP:Iteration 132Q (63791.260000 sec): 3 clusters
  Score: Raw -2994125.265386 + Penalty 4908.370818 = -2989216.894568
  nChanged 4
		SP:Iteration 133Q (63791.580000 sec): 3 clusters
  Score: Raw -2994127.626523 + Penalty 4908.370818 = -2989219.255705
  nChanged 5
		SP:Iteration 134Q (63791.920000 sec): 3 clusters
  Score: Raw -2994129.996957 + Penalty 4908.370818 = -2989221.626139
  nChanged 6
		SP:Iteration 135Q (63792.240000 sec): 3 clusters
  Score: Raw -2994132.047455 + Penalty 4908.370818 = -2989223.676637
  nChanged 3
		SP:Iteration 136Q (63792.620000 sec): 3 clusters
  Score: Raw -2994132.805106 + Penalty 4908.370818 = -2989224.434288
  nChanged 1
		SP:Iteration 137Q (63792.910000 sec): 3 clusters
  Score: Raw -2994133.077249 + Penalty 4908.370818 = -2989224.706432
  nChanged 2
		SP:Iteration 138Q (63793.250000 sec): 3 clusters
  Score: Raw -2994133.827280 + Penalty 4908.370818 = -2989225.456462
  nChanged 1
		SP:Iteration 139Q (63793.540000 sec): 3 clusters
  Score: Raw -2994134.098341 + Penalty 4908.370818 = -2989225.727523
  nChanged 1
		SP:Iteration 140F (63793.860000 sec): 3 clusters
  Score: Raw -2994135.038471 + Penalty 4908.370818 = -2989226.667653
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (7125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63794.000000 sec): 2 clusters
  Score: Raw -1083514.245311 + Penalty 2200.098521 = -1081314.146790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63794.220000 sec): 3 clusters
  Score: Raw -1079884.397296 + Penalty 4400.197043 = -1075484.200254
  nChanged 2886
		SP:Iteration 1F (63794.480000 sec): 3 clusters
  Score: Raw -1081556.156686 + Penalty 4400.197043 = -1077155.959643
  nChanged 539
		SP:Iteration 2F (63794.710000 sec): 3 clusters
  Score: Raw -1081855.200687 + Penalty 4400.197043 = -1077455.003644
  nChanged 376
		SP:Iteration 3F (63795.030000 sec): 3 clusters
  Score: Raw -1082071.360622 + Penalty 4400.197043 = -1077671.163579
  nChanged 322
		SP:Iteration 4Q (63795.260000 sec): 3 clusters
  Score: Raw -1082269.216714 + Penalty 4400.197043 = -1077869.019671
  nChanged 292
		SP:Iteration 5Q (63795.510000 sec): 3 clusters
  Score: Raw -1082469.039838 + Penalty 4400.197043 = -1078068.842795
  nChanged 289
		SP:Iteration 6Q (63795.780000 sec): 3 clusters
  Score: Raw -1082673.982408 + Penalty 4400.197043 = -1078273.785365
  nChanged 281
		SP:Iteration 7Q (63796.010000 sec): 3 clusters
  Score: Raw -1082863.972928 + Penalty 4400.197043 = -1078463.775885
  nChanged 292
		SP:Iteration 8Q (63796.280000 sec): 3 clusters
  Score: Raw -1083054.682022 + Penalty 4400.197043 = -1078654.484979
  nChanged 267
		SP:Iteration 9Q (63796.490000 sec): 3 clusters
  Score: Raw -1083205.228250 + Penalty 4400.197043 = -1078805.031207
  nChanged 214
		SP:Iteration 10Q (63796.730000 sec): 3 clusters
  Score: Raw -1083321.938890 + Penalty 4400.197043 = -1078921.741848
  nChanged 175
		SP:Iteration 11Q (63796.960000 sec): 3 clusters
  Score: Raw -1083402.095677 + Penalty 4400.197043 = -1079001.898635
  nChanged 139
		SP:Iteration 12Q (63797.170000 sec): 3 clusters
  Score: Raw -1083468.064091 + Penalty 4400.197043 = -1079067.867049
  nChanged 124
		SP:Iteration 13Q (63797.440000 sec): 3 clusters
  Score: Raw -1083524.245933 + Penalty 4400.197043 = -1079124.048890
  nChanged 110
		SP:Iteration 14Q (63797.660000 sec): 3 clusters
  Score: Raw -1083570.587173 + Penalty 4400.197043 = -1079170.390130
  nChanged 95
		SP:Iteration 15Q (63797.860000 sec): 3 clusters
  Score: Raw -1083615.281430 + Penalty 4400.197043 = -1079215.084387
  nChanged 92
		SP:Iteration 16Q (63798.040000 sec): 3 clusters
  Score: Raw -1083651.624780 + Penalty 4400.197043 = -1079251.427738
  nChanged 57
		SP:Iteration 17Q (63798.240000 sec): 3 clusters
  Score: Raw -1083673.320642 + Penalty 4400.197043 = -1079273.123599
  nChanged 57
		SP:Iteration 18Q (63798.480000 sec): 3 clusters
  Score: Raw -1083693.466299 + Penalty 4400.197043 = -1079293.269256
  nChanged 42
		SP:Iteration 19Q (63798.660000 sec): 3 clusters
  Score: Raw -1083705.547919 + Penalty 4400.197043 = -1079305.350876
  nChanged 36
		SP:Iteration 20F (63798.890000 sec): 3 clusters
  Score: Raw -1083716.811680 + Penalty 4400.197043 = -1079316.614638
  nChanged 34
		SP:Iteration 21Q (63799.070000 sec): 3 clusters
  Score: Raw -1083726.341004 + Penalty 4400.197043 = -1079326.143961
  nChanged 30
		SP:Iteration 22Q (63799.300000 sec): 3 clusters
  Score: Raw -1083737.053884 + Penalty 4400.197043 = -1079336.856841
  nChanged 33
		SP:Iteration 23Q (63799.490000 sec): 3 clusters
  Score: Raw -1083748.358111 + Penalty 4400.197043 = -1079348.161069
  nChanged 33
		SP:Iteration 24Q (63799.720000 sec): 3 clusters
  Score: Raw -1083759.409221 + Penalty 4400.197043 = -1079359.212178
  nChanged 32
		SP:Iteration 25Q (63799.980000 sec): 3 clusters
  Score: Raw -1083770.408725 + Penalty 4400.197043 = -1079370.211683
  nChanged 35
		SP:Iteration 26Q (63800.080000 sec): 3 clusters
  Score: Raw -1083781.543700 + Penalty 4400.197043 = -1079381.346657
  nChanged 39
		SP:Iteration 27Q (63800.290000 sec): 3 clusters
  Score: Raw -1083795.940240 + Penalty 4400.197043 = -1079395.743198
  nChanged 37
		SP:Iteration 28Q (63800.570000 sec): 3 clusters
  Score: Raw -1083815.800377 + Penalty 4400.197043 = -1079415.603334
  nChanged 37
		SP:Iteration 29Q (63800.810000 sec): 3 clusters
  Score: Raw -1083830.618183 + Penalty 4400.197043 = -1079430.421140
  nChanged 41
		SP:Iteration 30Q (63801.060000 sec): 3 clusters
  Score: Raw -1083845.586066 + Penalty 4400.197043 = -1079445.389024
  nChanged 35
		SP:Iteration 31Q (63801.300000 sec): 3 clusters
  Score: Raw -1083856.158664 + Penalty 4400.197043 = -1079455.961622
  nChanged 22
		SP:Iteration 32Q (63801.480000 sec): 3 clusters
  Score: Raw -1083864.199584 + Penalty 4400.197043 = -1079464.002541
  nChanged 22
		SP:Iteration 33Q (63801.680000 sec): 3 clusters
  Score: Raw -1083871.944977 + Penalty 4400.197043 = -1079471.747935
  nChanged 16
		SP:Iteration 34Q (63801.880000 sec): 3 clusters
  Score: Raw -1083876.846294 + Penalty 4400.197043 = -1079476.649252
  nChanged 14
		SP:Iteration 35Q (63802.180000 sec): 3 clusters
  Score: Raw -1083880.740233 + Penalty 4400.197043 = -1079480.543191
  nChanged 11
		SP:Iteration 36Q (63802.410000 sec): 3 clusters
  Score: Raw -1083883.772327 + Penalty 4400.197043 = -1079483.575284
  nChanged 7
		SP:Iteration 37Q (63802.650000 sec): 3 clusters
  Score: Raw -1083885.312035 + Penalty 4400.197043 = -1079485.114993
  nChanged 9
		SP:Iteration 38Q (63802.850000 sec): 3 clusters
  Score: Raw -1083887.314912 + Penalty 4400.197043 = -1079487.117869
  nChanged 4
		SP:Iteration 39Q (63803.030000 sec): 3 clusters
  Score: Raw -1083888.189676 + Penalty 4400.197043 = -1079487.992634
  nChanged 4
		SP:Iteration 40F (63803.200000 sec): 3 clusters
  Score: Raw -1083889.801122 + Penalty 4400.197043 = -1079489.604079
  nChanged 8
		SP:Iteration 41Q (63803.370000 sec): 3 clusters
  Score: Raw -1083892.794634 + Penalty 4400.197043 = -1079492.597591
  nChanged 11
		SP:Iteration 42Q (63803.600000 sec): 3 clusters
  Score: Raw -1083895.733867 + Penalty 4400.197043 = -1079495.536825
  nChanged 6
		SP:Iteration 43Q (63803.790000 sec): 3 clusters
  Score: Raw -1083896.957041 + Penalty 4400.197043 = -1079496.759999
  nChanged 2
		SP:Iteration 44Q (63804.030000 sec): 3 clusters
  Score: Raw -1083897.452691 + Penalty 4400.197043 = -1079497.255648
  nChanged 2
		SP:Iteration 45Q (63804.190000 sec): 3 clusters
  Score: Raw -1083897.781207 + Penalty 4400.197043 = -1079497.584164
  nChanged 2
		SP:Iteration 46Q (63804.380000 sec): 3 clusters
  Score: Raw -1083898.454715 + Penalty 4400.197043 = -1079498.257673
  nChanged 6
		SP:Iteration 47Q (63804.630000 sec): 3 clusters
  Score: Raw -1083900.107051 + Penalty 4400.197043 = -1079499.910009
  nChanged 6
		SP:Iteration 48Q (63804.800000 sec): 3 clusters
  Score: Raw -1083902.042999 + Penalty 4400.197043 = -1079501.845956
  nChanged 6
		SP:Iteration 49Q (63805.010000 sec): 3 clusters
  Score: Raw -1083903.986460 + Penalty 4400.197043 = -1079503.789417
  nChanged 2
		SP:Iteration 50Q (63805.230000 sec): 3 clusters
  Score: Raw -1083904.558864 + Penalty 4400.197043 = -1079504.361822
  nChanged 1
		SP:Iteration 51Q (63805.380000 sec): 3 clusters
  Score: Raw -1083905.189697 + Penalty 4400.197043 = -1079504.992654
  nChanged 0
		SP:Iteration 52F (63805.610000 sec): 3 clusters
  Score: Raw -1083905.189697 + Penalty 4400.197043 = -1079504.992654
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (2773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63805.700000 sec): 2 clusters
  Score: Raw -415173.589665 + Penalty 1966.065891 = -413207.523774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63805.840000 sec): 3 clusters
  Score: Raw -414061.330156 + Penalty 3932.131783 = -410129.198374
  nChanged 965
		SP:Iteration 1F (63806.000000 sec): 3 clusters
  Score: Raw -414814.503295 + Penalty 3932.131783 = -410882.371512
  nChanged 248
		SP:Iteration 2F (63806.160000 sec): 3 clusters
  Score: Raw -415047.529243 + Penalty 3932.131783 = -411115.397460
  nChanged 135
		SP:Iteration 3Q (63806.320000 sec): 3 clusters
  Score: Raw -415173.591817 + Penalty 3932.131783 = -411241.460035
  nChanged 115
		SP:Iteration 4Q (63806.470000 sec): 3 clusters
  Score: Raw -415268.236650 + Penalty 3932.131783 = -411336.104867
  nChanged 93
		SP:Iteration 5Q (63806.650000 sec): 3 clusters
  Score: Raw -415342.068965 + Penalty 3932.131783 = -411409.937182
  nChanged 81
		SP:Iteration 6Q (63806.790000 sec): 3 clusters
  Score: Raw -415411.098665 + Penalty 3932.131783 = -411478.966882
  nChanged 72
		SP:Iteration 7Q (63806.930000 sec): 3 clusters
  Score: Raw -415474.342535 + Penalty 3932.131783 = -411542.210753
  nChanged 60
		SP:Iteration 8Q (63807.130000 sec): 3 clusters
  Score: Raw -415521.753275 + Penalty 3932.131783 = -411589.621492
  nChanged 46
		SP:Iteration 9Q (63807.270000 sec): 3 clusters
  Score: Raw -415560.793595 + Penalty 3932.131783 = -411628.661812
  nChanged 42
		SP:Iteration 10Q (63807.420000 sec): 3 clusters
  Score: Raw -415591.277849 + Penalty 3932.131783 = -411659.146067
  nChanged 41
		SP:Iteration 11Q (63807.520000 sec): 3 clusters
  Score: Raw -415618.640056 + Penalty 3932.131783 = -411686.508273
  nChanged 28
		SP:Iteration 12Q (63807.660000 sec): 3 clusters
  Score: Raw -415634.227949 + Penalty 3932.131783 = -411702.096167
  nChanged 15
		SP:Iteration 13Q (63807.820000 sec): 3 clusters
  Score: Raw -415643.734962 + Penalty 3932.131783 = -411711.603180
  nChanged 21
		SP:Iteration 14Q (63807.940000 sec): 3 clusters
  Score: Raw -415658.539654 + Penalty 3932.131783 = -411726.407872
  nChanged 23
		SP:Iteration 15Q (63808.080000 sec): 3 clusters
  Score: Raw -415677.987441 + Penalty 3932.131783 = -411745.855658
  nChanged 25
		SP:Iteration 16Q (63808.250000 sec): 3 clusters
  Score: Raw -415696.201784 + Penalty 3932.131783 = -411764.070001
  nChanged 25
		SP:Iteration 17Q (63808.370000 sec): 3 clusters
  Score: Raw -415712.568153 + Penalty 3932.131783 = -411780.436371
  nChanged 25
		SP:Iteration 18Q (63808.510000 sec): 3 clusters
  Score: Raw -415731.229461 + Penalty 3932.131783 = -411799.097678
  nChanged 26
		SP:Iteration 19Q (63808.690000 sec): 3 clusters
  Score: Raw -415749.087498 + Penalty 3932.131783 = -411816.955715
  nChanged 28
		SP:Iteration 20F (63808.800000 sec): 3 clusters
  Score: Raw -415768.082381 + Penalty 3932.131783 = -411835.950598
  nChanged 26
		SP:Iteration 21Q (63808.960000 sec): 3 clusters
  Score: Raw -415780.837733 + Penalty 3932.131783 = -411848.705950
  nChanged 17
		SP:Iteration 22Q (63809.070000 sec): 3 clusters
  Score: Raw -415792.893169 + Penalty 3932.131783 = -411860.761386
  nChanged 19
		SP:Iteration 23Q (63809.220000 sec): 3 clusters
  Score: Raw -415802.612504 + Penalty 3932.131783 = -411870.480721
  nChanged 10
		SP:Iteration 24Q (63809.370000 sec): 3 clusters
  Score: Raw -415809.571282 + Penalty 3932.131783 = -411877.439499
  nChanged 5
		SP:Iteration 25Q (63809.470000 sec): 3 clusters
  Score: Raw -415812.518956 + Penalty 3932.131783 = -411880.387174
  nChanged 8
		SP:Iteration 26Q (63809.620000 sec): 3 clusters
  Score: Raw -415816.979361 + Penalty 3932.131783 = -411884.847578
  nChanged 4
		SP:Iteration 27Q (63809.740000 sec): 3 clusters
  Score: Raw -415819.670694 + Penalty 3932.131783 = -411887.538911
  nChanged 5
		SP:Iteration 28Q (63809.890000 sec): 3 clusters
  Score: Raw -415824.984680 + Penalty 3932.131783 = -411892.852897
  nChanged 11
		SP:Iteration 29Q (63810.030000 sec): 3 clusters
  Score: Raw -415830.010902 + Penalty 3932.131783 = -411897.879119
  nChanged 9
		SP:Iteration 30Q (63810.170000 sec): 3 clusters
  Score: Raw -415836.319655 + Penalty 3932.131783 = -411904.187873
  nChanged 5
		SP:Iteration 31Q (63810.320000 sec): 3 clusters
  Score: Raw -415840.953174 + Penalty 3932.131783 = -411908.821392
  nChanged 7
		SP:Iteration 32Q (63810.460000 sec): 3 clusters
  Score: Raw -415845.299414 + Penalty 3932.131783 = -411913.167631
  nChanged 6
		SP:Iteration 33Q (63810.620000 sec): 3 clusters
  Score: Raw -415849.417768 + Penalty 3932.131783 = -411917.285985
  nChanged 6
		SP:Iteration 34Q (63810.790000 sec): 3 clusters
  Score: Raw -415852.228761 + Penalty 3932.131783 = -411920.096978
  nChanged 4
		SP:Iteration 35Q (63810.920000 sec): 3 clusters
  Score: Raw -415852.967244 + Penalty 3932.131783 = -411920.835462
  nChanged 0
		SP:Iteration 36F (63811.050000 sec): 3 clusters
  Score: Raw -415852.967244 + Penalty 3932.131783 = -411920.835462
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (4513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63811.190000 sec): 2 clusters
  Score: Raw -695391.584629 + Penalty 2086.849915 = -693304.734714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63811.390000 sec): 3 clusters
  Score: Raw -693267.137810 + Penalty 4173.699830 = -689093.437980
  nChanged 1724
		SP:Iteration 1F (63811.580000 sec): 3 clusters
  Score: Raw -694283.481075 + Penalty 4173.699830 = -690109.781245
  nChanged 333
		SP:Iteration 2F (63811.780000 sec): 3 clusters
  Score: Raw -694481.117042 + Penalty 4173.699830 = -690307.417212
  nChanged 249
		SP:Iteration 3F (63811.910000 sec): 3 clusters
  Score: Raw -694643.023388 + Penalty 4173.699830 = -690469.323558
  nChanged 197
		SP:Iteration 4Q (63812.050000 sec): 3 clusters
  Score: Raw -694771.276357 + Penalty 4173.699830 = -690597.576527
  nChanged 175
		SP:Iteration 5Q (63812.200000 sec): 3 clusters
  Score: Raw -694885.788362 + Penalty 4173.699830 = -690712.088531
  nChanged 145
		SP:Iteration 6Q (63812.430000 sec): 3 clusters
  Score: Raw -694973.505572 + Penalty 4173.699830 = -690799.805742
  nChanged 126
		SP:Iteration 7Q (63812.580000 sec): 3 clusters
  Score: Raw -695039.780958 + Penalty 4173.699830 = -690866.081128
  nChanged 103
		SP:Iteration 8Q (63812.710000 sec): 3 clusters
  Score: Raw -695105.081135 + Penalty 4173.699830 = -690931.381305
  nChanged 127
		SP:Iteration 9Q (63812.850000 sec): 3 clusters
  Score: Raw -695194.116800 + Penalty 4173.699830 = -691020.416970
  nChanged 129
		SP:Iteration 10Q (63812.990000 sec): 3 clusters
  Score: Raw -695278.284045 + Penalty 4173.699830 = -691104.584215
  nChanged 111
		SP:Iteration 11Q (63813.130000 sec): 3 clusters
  Score: Raw -695352.707853 + Penalty 4173.699830 = -691179.008022
  nChanged 106
		SP:Iteration 12Q (63813.280000 sec): 3 clusters
  Score: Raw -695424.037374 + Penalty 4173.699830 = -691250.337543
  nChanged 118
		SP:Iteration 13Q (63813.470000 sec): 3 clusters
  Score: Raw -695506.085329 + Penalty 4173.699830 = -691332.385499
  nChanged 114
		SP:Iteration 14Q (63813.650000 sec): 3 clusters
  Score: Raw -695577.664776 + Penalty 4173.699830 = -691403.964945
  nChanged 102
		SP:Iteration 15Q (63813.850000 sec): 3 clusters
  Score: Raw -695635.918771 + Penalty 4173.699830 = -691462.218940
  nChanged 85
		SP:Iteration 16Q (63814.030000 sec): 3 clusters
  Score: Raw -695683.177971 + Penalty 4173.699830 = -691509.478141
  nChanged 69
		SP:Iteration 17Q (63814.220000 sec): 3 clusters
  Score: Raw -695723.264897 + Penalty 4173.699830 = -691549.565067
  nChanged 63
		SP:Iteration 18Q (63814.410000 sec): 3 clusters
  Score: Raw -695755.671733 + Penalty 4173.699830 = -691581.971902
  nChanged 52
		SP:Iteration 19Q (63814.600000 sec): 3 clusters
  Score: Raw -695775.593559 + Penalty 4173.699830 = -691601.893729
  nChanged 34
		SP:Iteration 20F (63814.790000 sec): 3 clusters
  Score: Raw -695790.253463 + Penalty 4173.699830 = -691616.553632
  nChanged 31
		SP:Iteration 21Q (63814.990000 sec): 3 clusters
  Score: Raw -695803.969722 + Penalty 4173.699830 = -691630.269891
  nChanged 31
		SP:Iteration 22Q (63815.140000 sec): 3 clusters
  Score: Raw -695816.922724 + Penalty 4173.699830 = -691643.222893
  nChanged 29
		SP:Iteration 23Q (63815.300000 sec): 3 clusters
  Score: Raw -695827.169341 + Penalty 4173.699830 = -691653.469511
  nChanged 23
		SP:Iteration 24Q (63815.500000 sec): 3 clusters
  Score: Raw -695835.927831 + Penalty 4173.699830 = -691662.228001
  nChanged 25
		SP:Iteration 25Q (63815.620000 sec): 3 clusters
  Score: Raw -695844.203513 + Penalty 4173.699830 = -691670.503683
  nChanged 22
		SP:Iteration 26Q (63815.820000 sec): 3 clusters
  Score: Raw -695850.623713 + Penalty 4173.699830 = -691676.923883
  nChanged 13
		SP:Iteration 27Q (63815.950000 sec): 3 clusters
  Score: Raw -695857.628631 + Penalty 4173.699830 = -691683.928801
  nChanged 17
		SP:Iteration 28Q (63816.100000 sec): 3 clusters
  Score: Raw -695864.424258 + Penalty 4173.699830 = -691690.724427
  nChanged 13
		SP:Iteration 29Q (63816.300000 sec): 3 clusters
  Score: Raw -695869.859565 + Penalty 4173.699830 = -691696.159735
  nChanged 13
		SP:Iteration 30Q (63816.480000 sec): 3 clusters
  Score: Raw -695875.516016 + Penalty 4173.699830 = -691701.816185
  nChanged 13
		SP:Iteration 31Q (63816.610000 sec): 3 clusters
  Score: Raw -695881.567050 + Penalty 4173.699830 = -691707.867219
  nChanged 13
		SP:Iteration 32Q (63816.810000 sec): 3 clusters
  Score: Raw -695886.391381 + Penalty 4173.699830 = -691712.691550
  nChanged 13
		SP:Iteration 33Q (63817.040000 sec): 3 clusters
  Score: Raw -695892.176765 + Penalty 4173.699830 = -691718.476935
  nChanged 16
		SP:Iteration 34Q (63817.220000 sec): 3 clusters
  Score: Raw -695896.702772 + Penalty 4173.699830 = -691723.002942
  nChanged 8
		SP:Iteration 35Q (63817.390000 sec): 3 clusters
  Score: Raw -695900.602805 + Penalty 4173.699830 = -691726.902975
  nChanged 13
		SP:Iteration 36Q (63817.600000 sec): 3 clusters
  Score: Raw -695905.033333 + Penalty 4173.699830 = -691731.333503
  nChanged 9
		SP:Iteration 37Q (63817.780000 sec): 3 clusters
  Score: Raw -695908.129470 + Penalty 4173.699830 = -691734.429639
  nChanged 9
		SP:Iteration 38Q (63817.960000 sec): 3 clusters
  Score: Raw -695911.979946 + Penalty 4173.699830 = -691738.280116
  nChanged 9
		SP:Iteration 39Q (63818.190000 sec): 3 clusters
  Score: Raw -695914.913248 + Penalty 4173.699830 = -691741.213418
  nChanged 7
		SP:Iteration 40F (63818.360000 sec): 3 clusters
  Score: Raw -695917.786076 + Penalty 4173.699830 = -691744.086246
  nChanged 8
		SP:Iteration 41Q (63818.540000 sec): 3 clusters
  Score: Raw -695919.822906 + Penalty 4173.699830 = -691746.123076
  nChanged 6
		SP:Iteration 42Q (63818.740000 sec): 3 clusters
  Score: Raw -695922.473876 + Penalty 4173.699830 = -691748.774046
  nChanged 12
		SP:Iteration 43Q (63818.900000 sec): 3 clusters
  Score: Raw -695927.607958 + Penalty 4173.699830 = -691753.908128
  nChanged 11
		SP:Iteration 44Q (63819.080000 sec): 3 clusters
  Score: Raw -695930.604897 + Penalty 4173.699830 = -691756.905066
  nChanged 4
		SP:Iteration 45Q (63819.270000 sec): 3 clusters
  Score: Raw -695931.839233 + Penalty 4173.699830 = -691758.139403
  nChanged 5
		SP:Iteration 46Q (63819.400000 sec): 3 clusters
  Score: Raw -695933.240411 + Penalty 4173.699830 = -691759.540580
  nChanged 3
		SP:Iteration 47Q (63819.560000 sec): 3 clusters
  Score: Raw -695934.205595 + Penalty 4173.699830 = -691760.505765
  nChanged 2
		SP:Iteration 48Q (63819.800000 sec): 3 clusters
  Score: Raw -695934.507486 + Penalty 4173.699830 = -691760.807656
  nChanged 3
		SP:Iteration 49Q (63820.020000 sec): 3 clusters
  Score: Raw -695935.061254 + Penalty 4173.699830 = -691761.361424
  nChanged 2
		SP:Iteration 50Q (63820.220000 sec): 3 clusters
  Score: Raw -695935.443203 + Penalty 4173.699830 = -691761.743373
  nChanged 1
		SP:Iteration 51Q (63820.370000 sec): 3 clusters
  Score: Raw -695935.713162 + Penalty 4173.699830 = -691762.013331
  nChanged 0
		SP:Iteration 52F (63820.580000 sec): 3 clusters
  Score: Raw -695935.713162 + Penalty 4173.699830 = -691762.013331
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (2276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63820.660000 sec): 2 clusters
  Score: Raw -352485.247494 + Penalty 1917.083349 = -350568.164145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63820.830000 sec): 3 clusters
  Score: Raw -351621.228857 + Penalty 3834.166698 = -347787.062158
  nChanged 758
		SP:Iteration 1F (63820.940000 sec): 3 clusters
  Score: Raw -352175.772068 + Penalty 3834.166698 = -348341.605370
  nChanged 192
		SP:Iteration 2F (63821.080000 sec): 3 clusters
  Score: Raw -352375.911745 + Penalty 3834.166698 = -348541.745046
  nChanged 139
		SP:Iteration 3F (63821.220000 sec): 3 clusters
  Score: Raw -352519.985002 + Penalty 3834.166698 = -348685.818304
  nChanged 109
		SP:Iteration 4Q (63821.360000 sec): 3 clusters
  Score: Raw -352635.681594 + Penalty 3834.166698 = -348801.514895
  nChanged 93
		SP:Iteration 5Q (63821.510000 sec): 3 clusters
  Score: Raw -352746.956432 + Penalty 3834.166698 = -348912.789733
  nChanged 98
		SP:Iteration 6Q (63821.740000 sec): 3 clusters
  Score: Raw -352880.122217 + Penalty 3834.166698 = -349045.955518
  nChanged 100
		SP:Iteration 7Q (63821.950000 sec): 3 clusters
  Score: Raw -353017.863589 + Penalty 3834.166698 = -349183.696891
  nChanged 81
		SP:Iteration 8Q (63822.100000 sec): 3 clusters
  Score: Raw -353143.020043 + Penalty 3834.166698 = -349308.853344
  nChanged 82
		SP:Iteration 9Q (63822.280000 sec): 3 clusters
  Score: Raw -353266.189838 + Penalty 3834.166698 = -349432.023140
  nChanged 66
		SP:Iteration 10Q (63822.450000 sec): 3 clusters
  Score: Raw -353361.178470 + Penalty 3834.166698 = -349527.011772
  nChanged 66
		SP:Iteration 11Q (63822.650000 sec): 3 clusters
  Score: Raw -353468.035276 + Penalty 3834.166698 = -349633.868578
  nChanged 51
		SP:Iteration 12Q (63822.770000 sec): 3 clusters
  Score: Raw -353535.474789 + Penalty 3834.166698 = -349701.308091
  nChanged 38
		SP:Iteration 13Q (63822.970000 sec): 3 clusters
  Score: Raw -353568.889799 + Penalty 3834.166698 = -349734.723101
  nChanged 16
		SP:Iteration 14Q (63823.080000 sec): 3 clusters
  Score: Raw -353584.298730 + Penalty 3834.166698 = -349750.132032
  nChanged 11
		SP:Iteration 15Q (63823.230000 sec): 3 clusters
  Score: Raw -353593.635055 + Penalty 3834.166698 = -349759.468356
  nChanged 3
		SP:Iteration 16Q (63823.380000 sec): 3 clusters
  Score: Raw -353595.673287 + Penalty 3834.166698 = -349761.506588
  nChanged 2
		SP:Iteration 17Q (63823.520000 sec): 3 clusters
  Score: Raw -353597.503282 + Penalty 3834.166698 = -349763.336584
  nChanged 1
		SP:Iteration 18Q (63823.660000 sec): 3 clusters
  Score: Raw -353598.067829 + Penalty 3834.166698 = -349763.901131
  nChanged 0
		SP:Iteration 19F (63823.800000 sec): 3 clusters
  Score: Raw -353598.067829 + Penalty 3834.166698 = -349763.901131
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (3218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63823.940000 sec): 2 clusters
  Score: Raw -502450.036577 + Penalty 2002.975801 = -500447.060776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63824.110000 sec): 3 clusters
  Score: Raw -501114.201270 + Penalty 4005.951602 = -497108.249667
  nChanged 1115
		SP:Iteration 1F (63824.310000 sec): 3 clusters
  Score: Raw -501791.907422 + Penalty 4005.951602 = -497785.955820
  nChanged 236
		SP:Iteration 2F (63824.430000 sec): 3 clusters
  Score: Raw -501958.505788 + Penalty 4005.951602 = -497952.554185
  nChanged 156
		SP:Iteration 3Q (63824.590000 sec): 3 clusters
  Score: Raw -502059.782357 + Penalty 4005.951602 = -498053.830754
  nChanged 110
		SP:Iteration 4Q (63824.760000 sec): 3 clusters
  Score: Raw -502134.192636 + Penalty 4005.951602 = -498128.241033
  nChanged 104
		SP:Iteration 5Q (63824.970000 sec): 3 clusters
  Score: Raw -502198.099552 + Penalty 4005.951602 = -498192.147950
  nChanged 79
		SP:Iteration 6Q (63825.080000 sec): 3 clusters
  Score: Raw -502247.424028 + Penalty 4005.951602 = -498241.472426
  nChanged 69
		SP:Iteration 7Q (63825.230000 sec): 3 clusters
  Score: Raw -502290.703820 + Penalty 4005.951602 = -498284.752217
  nChanged 72
		SP:Iteration 8Q (63825.420000 sec): 3 clusters
  Score: Raw -502336.471006 + Penalty 4005.951602 = -498330.519403
  nChanged 70
		SP:Iteration 9Q (63825.590000 sec): 3 clusters
  Score: Raw -502375.391458 + Penalty 4005.951602 = -498369.439855
  nChanged 62
		SP:Iteration 10Q (63825.760000 sec): 3 clusters
  Score: Raw -502408.429193 + Penalty 4005.951602 = -498402.477590
  nChanged 60
		SP:Iteration 11Q (63825.920000 sec): 3 clusters
  Score: Raw -502437.795974 + Penalty 4005.951602 = -498431.844371
  nChanged 35
		SP:Iteration 12Q (63826.040000 sec): 3 clusters
  Score: Raw -502453.239596 + Penalty 4005.951602 = -498447.287994
  nChanged 26
		SP:Iteration 13Q (63826.180000 sec): 3 clusters
  Score: Raw -502465.739121 + Penalty 4005.951602 = -498459.787519
  nChanged 19
		SP:Iteration 14Q (63826.320000 sec): 3 clusters
  Score: Raw -502474.571693 + Penalty 4005.951602 = -498468.620090
  nChanged 14
		SP:Iteration 15Q (63826.460000 sec): 3 clusters
  Score: Raw -502481.804597 + Penalty 4005.951602 = -498475.852995
  nChanged 14
		SP:Iteration 16Q (63826.630000 sec): 3 clusters
  Score: Raw -502488.030251 + Penalty 4005.951602 = -498482.078649
  nChanged 11
		SP:Iteration 17Q (63826.790000 sec): 3 clusters
  Score: Raw -502494.438386 + Penalty 4005.951602 = -498488.486783
  nChanged 17
		SP:Iteration 18Q (63826.960000 sec): 3 clusters
  Score: Raw -502504.034335 + Penalty 4005.951602 = -498498.082733
  nChanged 15
		SP:Iteration 19Q (63827.210000 sec): 3 clusters
  Score: Raw -502510.252658 + Penalty 4005.951602 = -498504.301055
  nChanged 11
		SP:Iteration 20F (63827.380000 sec): 3 clusters
  Score: Raw -502514.812346 + Penalty 4005.951602 = -498508.860744
  nChanged 6
		SP:Iteration 21Q (63827.520000 sec): 3 clusters
  Score: Raw -502517.384848 + Penalty 4005.951602 = -498511.433246
  nChanged 5
		SP:Iteration 22Q (63827.700000 sec): 3 clusters
  Score: Raw -502519.129282 + Penalty 4005.951602 = -498513.177680
  nChanged 6
		SP:Iteration 23Q (63827.840000 sec): 3 clusters
  Score: Raw -502521.716835 + Penalty 4005.951602 = -498515.765233
  nChanged 5
		SP:Iteration 24Q (63827.960000 sec): 3 clusters
  Score: Raw -502524.264773 + Penalty 4005.951602 = -498518.313171
  nChanged 7
		SP:Iteration 25Q (63828.150000 sec): 3 clusters
  Score: Raw -502528.203413 + Penalty 4005.951602 = -498522.251810
  nChanged 9
		SP:Iteration 26Q (63828.320000 sec): 3 clusters
  Score: Raw -502533.304488 + Penalty 4005.951602 = -498527.352886
  nChanged 9
		SP:Iteration 27Q (63828.430000 sec): 3 clusters
  Score: Raw -502538.113049 + Penalty 4005.951602 = -498532.161447
  nChanged 7
		SP:Iteration 28Q (63828.570000 sec): 3 clusters
  Score: Raw -502542.503396 + Penalty 4005.951602 = -498536.551794
  nChanged 8
		SP:Iteration 29Q (63828.710000 sec): 3 clusters
  Score: Raw -502546.668052 + Penalty 4005.951602 = -498540.716450
  nChanged 10
		SP:Iteration 30Q (63828.890000 sec): 3 clusters
  Score: Raw -502551.327167 + Penalty 4005.951602 = -498545.375565
  nChanged 7
		SP:Iteration 31Q (63829.050000 sec): 3 clusters
  Score: Raw -502554.014070 + Penalty 4005.951602 = -498548.062467
  nChanged 7
		SP:Iteration 32Q (63829.250000 sec): 3 clusters
  Score: Raw -502558.722731 + Penalty 4005.951602 = -498552.771128
  nChanged 9
		SP:Iteration 33Q (63829.400000 sec): 3 clusters
  Score: Raw -502563.010638 + Penalty 4005.951602 = -498557.059036
  nChanged 6
		SP:Iteration 34Q (63829.550000 sec): 3 clusters
  Score: Raw -502565.320149 + Penalty 4005.951602 = -498559.368546
  nChanged 4
		SP:Iteration 35Q (63829.690000 sec): 3 clusters
  Score: Raw -502567.493344 + Penalty 4005.951602 = -498561.541741
  nChanged 2
		SP:Iteration 36Q (63829.890000 sec): 3 clusters
  Score: Raw -502567.974976 + Penalty 4005.951602 = -498562.023373
  nChanged 2
		SP:Iteration 37Q (63830.050000 sec): 3 clusters
  Score: Raw -502568.963283 + Penalty 4005.951602 = -498563.011680
  nChanged 2
		SP:Iteration 38Q (63830.220000 sec): 3 clusters
  Score: Raw -502569.596398 + Penalty 4005.951602 = -498563.644795
  nChanged 4
		SP:Iteration 39Q (63830.360000 sec): 3 clusters
  Score: Raw -502570.680416 + Penalty 4005.951602 = -498564.728814
  nChanged 4
		SP:Iteration 40F (63830.550000 sec): 3 clusters
  Score: Raw -502571.950464 + Penalty 4005.951602 = -498565.998862
  nChanged 4
		SP:Iteration 41Q (63830.710000 sec): 3 clusters
  Score: Raw -502573.690721 + Penalty 4005.951602 = -498567.739119
  nChanged 6
		SP:Iteration 42Q (63830.910000 sec): 3 clusters
  Score: Raw -502576.152694 + Penalty 4005.951602 = -498570.201092
  nChanged 4
		SP:Iteration 43Q (63831.040000 sec): 3 clusters
  Score: Raw -502577.208260 + Penalty 4005.951602 = -498571.256657
  nChanged 6
		SP:Iteration 44Q (63831.200000 sec): 3 clusters
  Score: Raw -502579.955847 + Penalty 4005.951602 = -498574.004244
  nChanged 12
		SP:Iteration 45Q (63831.360000 sec): 3 clusters
  Score: Raw -502586.667271 + Penalty 4005.951602 = -498580.715668
  nChanged 10
		SP:Iteration 46Q (63831.520000 sec): 3 clusters
  Score: Raw -502592.426879 + Penalty 4005.951602 = -498586.475276
  nChanged 14
		SP:Iteration 47Q (63831.680000 sec): 3 clusters
  Score: Raw -502600.824307 + Penalty 4005.951602 = -498594.872705
  nChanged 14
		SP:Iteration 48Q (63831.840000 sec): 3 clusters
  Score: Raw -502610.689845 + Penalty 4005.951602 = -498604.738243
  nChanged 14
		SP:Iteration 49Q (63832.000000 sec): 3 clusters
  Score: Raw -502618.760104 + Penalty 4005.951602 = -498612.808501
  nChanged 10
		SP:Iteration 50Q (63832.160000 sec): 3 clusters
  Score: Raw -502625.389794 + Penalty 4005.951602 = -498619.438191
  nChanged 17
		SP:Iteration 51Q (63832.320000 sec): 3 clusters
  Score: Raw -502633.896005 + Penalty 4005.951602 = -498627.944402
  nChanged 17
		SP:Iteration 52Q (63832.480000 sec): 3 clusters
  Score: Raw -502641.687929 + Penalty 4005.951602 = -498635.736327
  nChanged 14
		SP:Iteration 53Q (63832.640000 sec): 3 clusters
  Score: Raw -502648.737026 + Penalty 4005.951602 = -498642.785423
  nChanged 7
		SP:Iteration 54Q (63832.800000 sec): 3 clusters
  Score: Raw -502652.800118 + Penalty 4005.951602 = -498646.848516
  nChanged 10
		SP:Iteration 55Q (63832.960000 sec): 3 clusters
  Score: Raw -502658.030414 + Penalty 4005.951602 = -498652.078811
  nChanged 11
		SP:Iteration 56Q (63833.120000 sec): 3 clusters
  Score: Raw -502663.089255 + Penalty 4005.951602 = -498657.137652
  nChanged 4
		SP:Iteration 57Q (63833.280000 sec): 3 clusters
  Score: Raw -502664.396673 + Penalty 4005.951602 = -498658.445071
  nChanged 3
		SP:Iteration 58Q (63833.440000 sec): 3 clusters
  Score: Raw -502665.570982 + Penalty 4005.951602 = -498659.619379
  nChanged 2
		SP:Iteration 59Q (63833.600000 sec): 3 clusters
  Score: Raw -502666.390070 + Penalty 4005.951602 = -498660.438468
  nChanged 1
		SP:Iteration 60F (63833.770000 sec): 3 clusters
  Score: Raw -502666.917266 + Penalty 4005.951602 = -498660.965663
  nChanged 1
		SP:Iteration 61Q (63833.940000 sec): 3 clusters
  Score: Raw -502667.350341 + Penalty 4005.951602 = -498661.398739
  nChanged 0
		SP:Iteration 62F (63834.120000 sec): 3 clusters
  Score: Raw -502667.350341 + Penalty 4005.951602 = -498661.398739
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63834.180000 sec): 2 clusters
  Score: Raw -98169.612759 + Penalty 1616.015883 = -96553.596876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63834.360000 sec): 3 clusters
  Score: Raw -98180.629825 + Penalty 3232.031766 = -94948.598059
  nChanged 168
		SP:Iteration 1F (63834.530000 sec): 3 clusters
  Score: Raw -98461.439786 + Penalty 3232.031766 = -95229.408021
  nChanged 46
		SP:Iteration 2F (63834.710000 sec): 3 clusters
  Score: Raw -98575.249653 + Penalty 3232.031766 = -95343.217887
  nChanged 38
		SP:Iteration 3F (63834.890000 sec): 3 clusters
  Score: Raw -98686.340677 + Penalty 3232.031766 = -95454.308911
  nChanged 35
		SP:Iteration 4F (63835.060000 sec): 3 clusters
  Score: Raw -98779.731477 + Penalty 3232.031766 = -95547.699711
  nChanged 28
		SP:Iteration 5Q (63835.240000 sec): 3 clusters
  Score: Raw -98840.378799 + Penalty 3232.031766 = -95608.347033
  nChanged 16
		SP:Iteration 6Q (63835.410000 sec): 3 clusters
  Score: Raw -98886.368293 + Penalty 3232.031766 = -95654.336527
  nChanged 11
		SP:Iteration 7Q (63835.590000 sec): 3 clusters
  Score: Raw -98916.386415 + Penalty 3232.031766 = -95684.354650
  nChanged 12
		SP:Iteration 8Q (63835.770000 sec): 3 clusters
  Score: Raw -98948.983683 + Penalty 3232.031766 = -95716.951917
  nChanged 4
		SP:Iteration 9Q (63835.940000 sec): 3 clusters
  Score: Raw -98955.691536 + Penalty 3232.031766 = -95723.659770
  nChanged 1
		SP:Iteration 10Q (63836.120000 sec): 3 clusters
  Score: Raw -98956.720170 + Penalty 3232.031766 = -95724.688405
  nChanged 1
		SP:Iteration 11Q (63836.290000 sec): 3 clusters
  Score: Raw -98958.536143 + Penalty 3232.031766 = -95726.504377
  nChanged 1
		SP:Iteration 12Q (63836.470000 sec): 3 clusters
  Score: Raw -98961.242944 + Penalty 3232.031766 = -95729.211178
  nChanged 0
		SP:Iteration 13F (63836.650000 sec): 3 clusters
  Score: Raw -98961.242944 + Penalty 3232.031766 = -95729.211178
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (4553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63836.770000 sec): 2 clusters
  Score: Raw -607898.936402 + Penalty 2089.038326 = -605809.898076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63836.930000 sec): 3 clusters
  Score: Raw -605865.914849 + Penalty 4178.076651 = -601687.838198
  nChanged 1741
		SP:Iteration 1F (63837.090000 sec): 3 clusters
  Score: Raw -606997.765838 + Penalty 4178.076651 = -602819.689187
  nChanged 428
		SP:Iteration 2F (63837.260000 sec): 3 clusters
  Score: Raw -607398.879773 + Penalty 4178.076651 = -603220.803122
  nChanged 354
		SP:Iteration 3F (63837.420000 sec): 3 clusters
  Score: Raw -607790.669210 + Penalty 4178.076651 = -603612.592559
  nChanged 312
		SP:Iteration 4F (63837.590000 sec): 3 clusters
  Score: Raw -608155.764489 + Penalty 4178.076651 = -603977.687838
  nChanged 278
		SP:Iteration 5F (63837.750000 sec): 3 clusters
  Score: Raw -608487.968024 + Penalty 4178.076651 = -604309.891373
  nChanged 249
		SP:Iteration 6F (63837.910000 sec): 3 clusters
  Score: Raw -608739.508299 + Penalty 4178.076651 = -604561.431648
  nChanged 185
		SP:Iteration 7Q (63838.070000 sec): 3 clusters
  Score: Raw -608871.941435 + Penalty 4178.076651 = -604693.864784
  nChanged 113
		SP:Iteration 8Q (63838.230000 sec): 3 clusters
  Score: Raw -608938.007836 + Penalty 4178.076651 = -604759.931184
  nChanged 84
		SP:Iteration 9Q (63838.400000 sec): 3 clusters
  Score: Raw -608987.506289 + Penalty 4178.076651 = -604809.429638
  nChanged 69
		SP:Iteration 10Q (63838.560000 sec): 3 clusters
  Score: Raw -609026.149146 + Penalty 4178.076651 = -604848.072495
  nChanged 65
		SP:Iteration 11Q (63838.730000 sec): 3 clusters
  Score: Raw -609058.889015 + Penalty 4178.076651 = -604880.812364
  nChanged 41
		SP:Iteration 12Q (63838.890000 sec): 3 clusters
  Score: Raw -609083.556306 + Penalty 4178.076651 = -604905.479655
  nChanged 41
		SP:Iteration 13Q (63839.050000 sec): 3 clusters
  Score: Raw -609109.431202 + Penalty 4178.076651 = -604931.354551
  nChanged 54
		SP:Iteration 14Q (63839.220000 sec): 3 clusters
  Score: Raw -609137.023262 + Penalty 4178.076651 = -604958.946611
  nChanged 41
		SP:Iteration 15Q (63839.420000 sec): 3 clusters
  Score: Raw -609156.671378 + Penalty 4178.076651 = -604978.594727
  nChanged 45
		SP:Iteration 16Q (63839.590000 sec): 3 clusters
  Score: Raw -609185.796456 + Penalty 4178.076651 = -605007.719805
  nChanged 33
		SP:Iteration 17Q (63839.750000 sec): 3 clusters
  Score: Raw -609200.009721 + Penalty 4178.076651 = -605021.933070
  nChanged 27
		SP:Iteration 18Q (63839.910000 sec): 3 clusters
  Score: Raw -609211.892086 + Penalty 4178.076651 = -605033.815435
  nChanged 19
		SP:Iteration 19Q (63840.070000 sec): 3 clusters
  Score: Raw -609219.948029 + Penalty 4178.076651 = -605041.871378
  nChanged 25
		SP:Iteration 20F (63840.230000 sec): 3 clusters
  Score: Raw -609231.297347 + Penalty 4178.076651 = -605053.220696
  nChanged 24
		SP:Iteration 21Q (63840.400000 sec): 3 clusters
  Score: Raw -609247.120443 + Penalty 4178.076651 = -605069.043792
  nChanged 33
		SP:Iteration 22Q (63840.590000 sec): 3 clusters
  Score: Raw -609270.016158 + Penalty 4178.076651 = -605091.939507
  nChanged 35
		SP:Iteration 23Q (63840.790000 sec): 3 clusters
  Score: Raw -609288.543679 + Penalty 4178.076651 = -605110.467028
  nChanged 32
		SP:Iteration 24Q (63841.000000 sec): 3 clusters
  Score: Raw -609304.502695 + Penalty 4178.076651 = -605126.426044
  nChanged 31
		SP:Iteration 25Q (63841.140000 sec): 3 clusters
  Score: Raw -609317.531692 + Penalty 4178.076651 = -605139.455041
  nChanged 18
		SP:Iteration 26Q (63841.310000 sec): 3 clusters
  Score: Raw -609324.480422 + Penalty 4178.076651 = -605146.403771
  nChanged 17
		SP:Iteration 27Q (63841.470000 sec): 3 clusters
  Score: Raw -609329.253625 + Penalty 4178.076651 = -605151.176974
  nChanged 17
		SP:Iteration 28Q (63841.630000 sec): 3 clusters
  Score: Raw -609336.250608 + Penalty 4178.076651 = -605158.173957
  nChanged 15
		SP:Iteration 29Q (63841.790000 sec): 3 clusters
  Score: Raw -609342.430950 + Penalty 4178.076651 = -605164.354299
  nChanged 15
		SP:Iteration 30Q (63841.960000 sec): 3 clusters
  Score: Raw -609347.502710 + Penalty 4178.076651 = -605169.426059
  nChanged 13
		SP:Iteration 31Q (63842.120000 sec): 3 clusters
  Score: Raw -609350.962981 + Penalty 4178.076651 = -605172.886330
  nChanged 9
		SP:Iteration 32Q (63842.290000 sec): 3 clusters
  Score: Raw -609352.773578 + Penalty 4178.076651 = -605174.696927
  nChanged 6
		SP:Iteration 33Q (63842.450000 sec): 3 clusters
  Score: Raw -609354.015986 + Penalty 4178.076651 = -605175.939335
  nChanged 11
		SP:Iteration 34Q (63842.660000 sec): 3 clusters
  Score: Raw -609356.746846 + Penalty 4178.076651 = -605178.670194
  nChanged 9
		SP:Iteration 35Q (63842.820000 sec): 3 clusters
  Score: Raw -609359.314145 + Penalty 4178.076651 = -605181.237494
  nChanged 7
		SP:Iteration 36Q (63843.060000 sec): 3 clusters
  Score: Raw -609361.364870 + Penalty 4178.076651 = -605183.288219
  nChanged 10
		SP:Iteration 37Q (63843.240000 sec): 3 clusters
  Score: Raw -609364.702032 + Penalty 4178.076651 = -605186.625381
  nChanged 14
		SP:Iteration 38Q (63843.500000 sec): 3 clusters
  Score: Raw -609369.928188 + Penalty 4178.076651 = -605191.851537
  nChanged 16
		SP:Iteration 39Q (63843.670000 sec): 3 clusters
  Score: Raw -609378.303090 + Penalty 4178.076651 = -605200.226438
  nChanged 18
		SP:Iteration 40F (63843.890000 sec): 3 clusters
  Score: Raw -609387.017000 + Penalty 4178.076651 = -605208.940349
  nChanged 24
		SP:Iteration 41Q (63844.110000 sec): 3 clusters
  Score: Raw -609394.741472 + Penalty 4178.076651 = -605216.664821
  nChanged 13
		SP:Iteration 42Q (63844.310000 sec): 3 clusters
  Score: Raw -609399.082599 + Penalty 4178.076651 = -605221.005948
  nChanged 19
		SP:Iteration 43Q (63844.470000 sec): 3 clusters
  Score: Raw -609406.409969 + Penalty 4178.076651 = -605228.333318
  nChanged 17
		SP:Iteration 44Q (63844.630000 sec): 3 clusters
  Score: Raw -609412.661585 + Penalty 4178.076651 = -605234.584934
  nChanged 20
		SP:Iteration 45Q (63844.800000 sec): 3 clusters
  Score: Raw -609421.547184 + Penalty 4178.076651 = -605243.470533
  nChanged 21
		SP:Iteration 46Q (63844.960000 sec): 3 clusters
  Score: Raw -609435.891070 + Penalty 4178.076651 = -605257.814418
  nChanged 19
		SP:Iteration 47Q (63845.120000 sec): 3 clusters
  Score: Raw -609445.206496 + Penalty 4178.076651 = -605267.129845
  nChanged 15
		SP:Iteration 48Q (63845.290000 sec): 3 clusters
  Score: Raw -609449.140967 + Penalty 4178.076651 = -605271.064316
  nChanged 14
		SP:Iteration 49Q (63845.450000 sec): 3 clusters
  Score: Raw -609453.281921 + Penalty 4178.076651 = -605275.205270
  nChanged 8
		SP:Iteration 50Q (63845.610000 sec): 3 clusters
  Score: Raw -609455.707926 + Penalty 4178.076651 = -605277.631275
  nChanged 7
		SP:Iteration 51Q (63845.780000 sec): 3 clusters
  Score: Raw -609458.191673 + Penalty 4178.076651 = -605280.115022
  nChanged 6
		SP:Iteration 52Q (63845.940000 sec): 3 clusters
  Score: Raw -609460.215538 + Penalty 4178.076651 = -605282.138887
  nChanged 8
		SP:Iteration 53Q (63846.150000 sec): 3 clusters
  Score: Raw -609462.411078 + Penalty 4178.076651 = -605284.334427
  nChanged 5
		SP:Iteration 54Q (63846.310000 sec): 3 clusters
  Score: Raw -609464.339976 + Penalty 4178.076651 = -605286.263325
  nChanged 3
		SP:Iteration 55Q (63846.470000 sec): 3 clusters
  Score: Raw -609465.179402 + Penalty 4178.076651 = -605287.102751
  nChanged 2
		SP:Iteration 56Q (63846.680000 sec): 3 clusters
  Score: Raw -609465.941336 + Penalty 4178.076651 = -605287.864685
  nChanged 2
		SP:Iteration 57Q (63846.840000 sec): 3 clusters
  Score: Raw -609466.425093 + Penalty 4178.076651 = -605288.348442
  nChanged 5
		SP:Iteration 58Q (63847.010000 sec): 3 clusters
  Score: Raw -609467.688788 + Penalty 4178.076651 = -605289.612137
  nChanged 2
		SP:Iteration 59Q (63847.170000 sec): 3 clusters
  Score: Raw -609468.208956 + Penalty 4178.076651 = -605290.132305
  nChanged 4
		SP:Iteration 60F (63847.330000 sec): 3 clusters
  Score: Raw -609469.625001 + Penalty 4178.076651 = -605291.548350
  nChanged 4
		SP:Iteration 61Q (63847.500000 sec): 3 clusters
  Score: Raw -609470.649486 + Penalty 4178.076651 = -605292.572835
  nChanged 5
		SP:Iteration 62Q (63847.660000 sec): 3 clusters
  Score: Raw -609472.196225 + Penalty 4178.076651 = -605294.119574
  nChanged 7
		SP:Iteration 63Q (63847.830000 sec): 3 clusters
  Score: Raw -609474.279522 + Penalty 4178.076651 = -605296.202871
  nChanged 7
		SP:Iteration 64Q (63848.030000 sec): 3 clusters
  Score: Raw -609477.356080 + Penalty 4178.076651 = -605299.279429
  nChanged 6
		SP:Iteration 65Q (63848.190000 sec): 3 clusters
  Score: Raw -609479.809764 + Penalty 4178.076651 = -605301.733113
  nChanged 7
		SP:Iteration 66Q (63848.360000 sec): 3 clusters
  Score: Raw -609482.180892 + Penalty 4178.076651 = -605304.104241
  nChanged 13
		SP:Iteration 67Q (63848.570000 sec): 3 clusters
  Score: Raw -609488.055147 + Penalty 4178.076651 = -605309.978496
  nChanged 14
		SP:Iteration 68Q (63848.730000 sec): 3 clusters
  Score: Raw -609495.449041 + Penalty 4178.076651 = -605317.372389
  nChanged 16
		SP:Iteration 69Q (63848.910000 sec): 3 clusters
  Score: Raw -609503.911288 + Penalty 4178.076651 = -605325.834637
  nChanged 17
		SP:Iteration 70Q (63849.070000 sec): 3 clusters
  Score: Raw -609511.184608 + Penalty 4178.076651 = -605333.107956
  nChanged 20
		SP:Iteration 71Q (63849.230000 sec): 3 clusters
  Score: Raw -609517.458147 + Penalty 4178.076651 = -605339.381496
  nChanged 13
		SP:Iteration 72Q (63849.400000 sec): 3 clusters
  Score: Raw -609523.369812 + Penalty 4178.076651 = -605345.293161
  nChanged 14
		SP:Iteration 73Q (63849.560000 sec): 3 clusters
  Score: Raw -609528.245940 + Penalty 4178.076651 = -605350.169289
  nChanged 7
		SP:Iteration 74Q (63849.730000 sec): 3 clusters
  Score: Raw -609530.955288 + Penalty 4178.076651 = -605352.878637
  nChanged 5
		SP:Iteration 75Q (63849.890000 sec): 3 clusters
  Score: Raw -609533.522621 + Penalty 4178.076651 = -605355.445970
  nChanged 5
		SP:Iteration 76Q (63850.050000 sec): 3 clusters
  Score: Raw -609535.337092 + Penalty 4178.076651 = -605357.260440
  nChanged 10
		SP:Iteration 77Q (63850.220000 sec): 3 clusters
  Score: Raw -609538.852757 + Penalty 4178.076651 = -605360.776106
  nChanged 12
		SP:Iteration 78Q (63850.380000 sec): 3 clusters
  Score: Raw -609542.995357 + Penalty 4178.076651 = -605364.918706
  nChanged 19
		SP:Iteration 79Q (63850.590000 sec): 3 clusters
  Score: Raw -609552.642529 + Penalty 4178.076651 = -605374.565878
  nChanged 22
		SP:Iteration 80F (63850.750000 sec): 3 clusters
  Score: Raw -609562.381722 + Penalty 4178.076651 = -605384.305071
  nChanged 23
		SP:Iteration 81Q (63850.910000 sec): 3 clusters
  Score: Raw -609575.894235 + Penalty 4178.076651 = -605397.817584
  nChanged 23
		SP:Iteration 82Q (63851.070000 sec): 3 clusters
  Score: Raw -609587.696059 + Penalty 4178.076651 = -605409.619408
  nChanged 21
		SP:Iteration 83Q (63851.240000 sec): 3 clusters
  Score: Raw -609602.085424 + Penalty 4178.076651 = -605424.008773
  nChanged 23
		SP:Iteration 84Q (63851.410000 sec): 3 clusters
  Score: Raw -609612.875871 + Penalty 4178.076651 = -605434.799220
  nChanged 22
		SP:Iteration 85Q (63851.570000 sec): 3 clusters
  Score: Raw -609620.824479 + Penalty 4178.076651 = -605442.747828
  nChanged 15
		SP:Iteration 86Q (63851.730000 sec): 3 clusters
  Score: Raw -609625.685496 + Penalty 4178.076651 = -605447.608845
  nChanged 10
		SP:Iteration 87Q (63851.900000 sec): 3 clusters
  Score: Raw -609629.207811 + Penalty 4178.076651 = -605451.131160
  nChanged 10
		SP:Iteration 88Q (63852.060000 sec): 3 clusters
  Score: Raw -609634.308877 + Penalty 4178.076651 = -605456.232225
  nChanged 15
		SP:Iteration 89Q (63852.230000 sec): 3 clusters
  Score: Raw -609638.077624 + Penalty 4178.076651 = -605460.000973
  nChanged 9
		SP:Iteration 90Q (63852.390000 sec): 3 clusters
  Score: Raw -609641.430622 + Penalty 4178.076651 = -605463.353971
  nChanged 12
		SP:Iteration 91Q (63852.560000 sec): 3 clusters
  Score: Raw -609646.775070 + Penalty 4178.076651 = -605468.698419
  nChanged 10
		SP:Iteration 92Q (63852.790000 sec): 3 clusters
  Score: Raw -609651.844939 + Penalty 4178.076651 = -605473.768288
  nChanged 7
		SP:Iteration 93Q (63852.970000 sec): 3 clusters
  Score: Raw -609653.598044 + Penalty 4178.076651 = -605475.521392
  nChanged 7
		SP:Iteration 94Q (63853.140000 sec): 3 clusters
  Score: Raw -609656.420165 + Penalty 4178.076651 = -605478.343514
  nChanged 3
		SP:Iteration 95Q (63853.300000 sec): 3 clusters
  Score: Raw -609657.483546 + Penalty 4178.076651 = -605479.406895
  nChanged 1
		SP:Iteration 96Q (63853.470000 sec): 3 clusters
  Score: Raw -609657.641285 + Penalty 4178.076651 = -605479.564634
  nChanged 1
		SP:Iteration 97Q (63853.630000 sec): 3 clusters
  Score: Raw -609658.694890 + Penalty 4178.076651 = -605480.618239
  nChanged 1
		SP:Iteration 98Q (63853.790000 sec): 3 clusters
  Score: Raw -609659.102154 + Penalty 4178.076651 = -605481.025503
  nChanged 1
		SP:Iteration 99Q (63854.000000 sec): 3 clusters
  Score: Raw -609659.350398 + Penalty 4178.076651 = -605481.273747
  nChanged 1
		SP:Iteration 100F (63854.170000 sec): 3 clusters
  Score: Raw -609659.467235 + Penalty 4178.076651 = -605481.390584
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (3478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63854.270000 sec): 2 clusters
  Score: Raw -548265.749731 + Penalty 2022.244748 = -546243.504982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63854.450000 sec): 3 clusters
  Score: Raw -546687.183915 + Penalty 4044.489497 = -542642.694418
  nChanged 1229
		SP:Iteration 1F (63854.670000 sec): 3 clusters
  Score: Raw -547411.268663 + Penalty 4044.489497 = -543366.779167
  nChanged 271
		SP:Iteration 2F (63854.810000 sec): 3 clusters
  Score: Raw -547639.946201 + Penalty 4044.489497 = -543595.456704
  nChanged 208
		SP:Iteration 3F (63855.040000 sec): 3 clusters
  Score: Raw -547785.946204 + Penalty 4044.489497 = -543741.456708
  nChanged 155
		SP:Iteration 4Q (63855.220000 sec): 3 clusters
  Score: Raw -547909.803778 + Penalty 4044.489497 = -543865.314282
  nChanged 147
		SP:Iteration 5Q (63855.370000 sec): 3 clusters
  Score: Raw -548014.329951 + Penalty 4044.489497 = -543969.840454
  nChanged 122
		SP:Iteration 6Q (63855.570000 sec): 3 clusters
  Score: Raw -548098.688074 + Penalty 4044.489497 = -544054.198577
  nChanged 104
		SP:Iteration 7Q (63855.770000 sec): 3 clusters
  Score: Raw -548168.393005 + Penalty 4044.489497 = -544123.903509
  nChanged 94
		SP:Iteration 8Q (63855.950000 sec): 3 clusters
  Score: Raw -548226.238002 + Penalty 4044.489497 = -544181.748505
  nChanged 70
		SP:Iteration 9Q (63856.120000 sec): 3 clusters
  Score: Raw -548266.824397 + Penalty 4044.489497 = -544222.334900
  nChanged 74
		SP:Iteration 10Q (63856.300000 sec): 3 clusters
  Score: Raw -548313.983196 + Penalty 4044.489497 = -544269.493699
  nChanged 74
		SP:Iteration 11Q (63856.490000 sec): 3 clusters
  Score: Raw -548371.651051 + Penalty 4044.489497 = -544327.161554
  nChanged 77
		SP:Iteration 12Q (63856.630000 sec): 3 clusters
  Score: Raw -548429.980882 + Penalty 4044.489497 = -544385.491386
  nChanged 78
		SP:Iteration 13Q (63856.810000 sec): 3 clusters
  Score: Raw -548487.716019 + Penalty 4044.489497 = -544443.226522
  nChanged 86
		SP:Iteration 14Q (63857.010000 sec): 3 clusters
  Score: Raw -548557.339541 + Penalty 4044.489497 = -544512.850044
  nChanged 78
		SP:Iteration 15Q (63857.180000 sec): 3 clusters
  Score: Raw -548622.587516 + Penalty 4044.489497 = -544578.098019
  nChanged 74
		SP:Iteration 16Q (63857.360000 sec): 3 clusters
  Score: Raw -548675.281568 + Penalty 4044.489497 = -544630.792071
  nChanged 63
		SP:Iteration 17Q (63857.610000 sec): 3 clusters
  Score: Raw -548718.588032 + Penalty 4044.489497 = -544674.098535
  nChanged 59
		SP:Iteration 18Q (63857.830000 sec): 3 clusters
  Score: Raw -548765.905961 + Penalty 4044.489497 = -544721.416465
  nChanged 48
		SP:Iteration 19Q (63857.990000 sec): 3 clusters
  Score: Raw -548806.195907 + Penalty 4044.489497 = -544761.706410
  nChanged 40
		SP:Iteration 20F (63858.140000 sec): 3 clusters
  Score: Raw -548833.353150 + Penalty 4044.489497 = -544788.863653
  nChanged 32
		SP:Iteration 21Q (63858.330000 sec): 3 clusters
  Score: Raw -548852.202900 + Penalty 4044.489497 = -544807.713403
  nChanged 21
		SP:Iteration 22Q (63858.480000 sec): 3 clusters
  Score: Raw -548862.320327 + Penalty 4044.489497 = -544817.830831
  nChanged 11
		SP:Iteration 23Q (63858.620000 sec): 3 clusters
  Score: Raw -548868.464168 + Penalty 4044.489497 = -544823.974671
  nChanged 8
		SP:Iteration 24Q (63858.820000 sec): 3 clusters
  Score: Raw -548871.735377 + Penalty 4044.489497 = -544827.245881
  nChanged 4
		SP:Iteration 25Q (63858.980000 sec): 3 clusters
  Score: Raw -548874.356629 + Penalty 4044.489497 = -544829.867132
  nChanged 3
		SP:Iteration 26Q (63859.180000 sec): 3 clusters
  Score: Raw -548875.874861 + Penalty 4044.489497 = -544831.385364
  nChanged 5
		SP:Iteration 27Q (63859.370000 sec): 3 clusters
  Score: Raw -548878.763277 + Penalty 4044.489497 = -544834.273781
  nChanged 3
		SP:Iteration 28Q (63859.570000 sec): 3 clusters
  Score: Raw -548880.249299 + Penalty 4044.489497 = -544835.759802
  nChanged 2
		SP:Iteration 29Q (63859.730000 sec): 3 clusters
  Score: Raw -548881.314282 + Penalty 4044.489497 = -544836.824785
  nChanged 1
		SP:Iteration 30Q (63859.920000 sec): 3 clusters
  Score: Raw -548881.556828 + Penalty 4044.489497 = -544837.067331
  nChanged 3
		SP:Iteration 31Q (63860.100000 sec): 3 clusters
  Score: Raw -548883.283307 + Penalty 4044.489497 = -544838.793811
  nChanged 2
		SP:Iteration 32Q (63860.330000 sec): 3 clusters
  Score: Raw -548884.516685 + Penalty 4044.489497 = -544840.027188
  nChanged 1
		SP:Iteration 33Q (63860.530000 sec): 3 clusters
  Score: Raw -548884.912417 + Penalty 4044.489497 = -544840.422920
  nChanged 0
		SP:Iteration 34F (63860.710000 sec): 3 clusters
  Score: Raw -548884.912417 + Penalty 4044.489497 = -544840.422920
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (9961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63860.870000 sec): 2 clusters
  Score: Raw -1610876.003329 + Penalty 2283.195321 = -1608592.808008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63861.090000 sec): 3 clusters
  Score: Raw -1605426.154559 + Penalty 4566.390643 = -1600859.763917
  nChanged 4199
		SP:Iteration 1F (63861.280000 sec): 3 clusters
  Score: Raw -1607665.680941 + Penalty 4566.390643 = -1603099.290298
  nChanged 707
		SP:Iteration 2F (63861.520000 sec): 3 clusters
  Score: Raw -1607991.669819 + Penalty 4566.390643 = -1603425.279176
  nChanged 470
		SP:Iteration 3Q (63861.770000 sec): 3 clusters
  Score: Raw -1608192.138524 + Penalty 4566.390643 = -1603625.747882
  nChanged 367
		SP:Iteration 4Q (63862.040000 sec): 3 clusters
  Score: Raw -1608338.343701 + Penalty 4566.390643 = -1603771.953058
  nChanged 329
		SP:Iteration 5Q (63862.350000 sec): 3 clusters
  Score: Raw -1608456.589148 + Penalty 4566.390643 = -1603890.198505
  nChanged 286
		SP:Iteration 6Q (63862.570000 sec): 3 clusters
  Score: Raw -1608563.098804 + Penalty 4566.390643 = -1603996.708161
  nChanged 273
		SP:Iteration 7Q (63862.830000 sec): 3 clusters
  Score: Raw -1608667.428539 + Penalty 4566.390643 = -1604101.037896
  nChanged 276
		SP:Iteration 8Q (63863.130000 sec): 3 clusters
  Score: Raw -1608772.778183 + Penalty 4566.390643 = -1604206.387541
  nChanged 265
		SP:Iteration 9Q (63863.340000 sec): 3 clusters
  Score: Raw -1608885.371208 + Penalty 4566.390643 = -1604318.980565
  nChanged 300
		SP:Iteration 10Q (63863.530000 sec): 3 clusters
  Score: Raw -1609032.047631 + Penalty 4566.390643 = -1604465.656989
  nChanged 305
		SP:Iteration 11Q (63863.720000 sec): 3 clusters
  Score: Raw -1609214.059099 + Penalty 4566.390643 = -1604647.668457
  nChanged 348
		SP:Iteration 12Q (63864.000000 sec): 3 clusters
  Score: Raw -1609444.715912 + Penalty 4566.390643 = -1604878.325270
  nChanged 371
		SP:Iteration 13Q (63864.210000 sec): 3 clusters
  Score: Raw -1609703.675475 + Penalty 4566.390643 = -1605137.284832
  nChanged 373
		SP:Iteration 14Q (63864.480000 sec): 3 clusters
  Score: Raw -1609990.214626 + Penalty 4566.390643 = -1605423.823983
  nChanged 361
		SP:Iteration 15Q (63864.800000 sec): 3 clusters
  Score: Raw -1610291.699363 + Penalty 4566.390643 = -1605725.308721
  nChanged 297
		SP:Iteration 16Q (63865.020000 sec): 3 clusters
  Score: Raw -1610520.720748 + Penalty 4566.390643 = -1605954.330106
  nChanged 255
		SP:Iteration 17Q (63865.270000 sec): 3 clusters
  Score: Raw -1610716.431688 + Penalty 4566.390643 = -1606150.041046
  nChanged 203
		SP:Iteration 18Q (63865.560000 sec): 3 clusters
  Score: Raw -1610852.792532 + Penalty 4566.390643 = -1606286.401889
  nChanged 180
		SP:Iteration 19Q (63865.770000 sec): 3 clusters
  Score: Raw -1610954.909707 + Penalty 4566.390643 = -1606388.519064
  nChanged 133
		SP:Iteration 20F (63866.040000 sec): 3 clusters
  Score: Raw -1611022.309984 + Penalty 4566.390643 = -1606455.919341
  nChanged 125
		SP:Iteration 21Q (63866.310000 sec): 3 clusters
  Score: Raw -1611093.595584 + Penalty 4566.390643 = -1606527.204942
  nChanged 123
		SP:Iteration 22Q (63866.540000 sec): 3 clusters
  Score: Raw -1611163.795371 + Penalty 4566.390643 = -1606597.404728
  nChanged 90
		SP:Iteration 23Q (63866.820000 sec): 3 clusters
  Score: Raw -1611213.430861 + Penalty 4566.390643 = -1606647.040219
  nChanged 91
		SP:Iteration 24Q (63867.120000 sec): 3 clusters
  Score: Raw -1611254.505165 + Penalty 4566.390643 = -1606688.114523
  nChanged 78
		SP:Iteration 25Q (63867.350000 sec): 3 clusters
  Score: Raw -1611289.574361 + Penalty 4566.390643 = -1606723.183719
  nChanged 63
		SP:Iteration 26Q (63867.550000 sec): 3 clusters
  Score: Raw -1611316.914087 + Penalty 4566.390643 = -1606750.523445
  nChanged 52
		SP:Iteration 27Q (63867.760000 sec): 3 clusters
  Score: Raw -1611339.764672 + Penalty 4566.390643 = -1606773.374030
  nChanged 50
		SP:Iteration 28Q (63868.010000 sec): 3 clusters
  Score: Raw -1611359.354401 + Penalty 4566.390643 = -1606792.963758
  nChanged 48
		SP:Iteration 29Q (63868.230000 sec): 3 clusters
  Score: Raw -1611379.171829 + Penalty 4566.390643 = -1606812.781187
  nChanged 33
		SP:Iteration 30Q (63868.490000 sec): 3 clusters
  Score: Raw -1611391.558376 + Penalty 4566.390643 = -1606825.167734
  nChanged 34
		SP:Iteration 31Q (63868.710000 sec): 3 clusters
  Score: Raw -1611406.558702 + Penalty 4566.390643 = -1606840.168059
  nChanged 34
		SP:Iteration 32Q (63868.930000 sec): 3 clusters
  Score: Raw -1611417.630174 + Penalty 4566.390643 = -1606851.239532
  nChanged 27
		SP:Iteration 33Q (63869.180000 sec): 3 clusters
  Score: Raw -1611427.817824 + Penalty 4566.390643 = -1606861.427181
  nChanged 26
		SP:Iteration 34Q (63869.390000 sec): 3 clusters
  Score: Raw -1611437.210000 + Penalty 4566.390643 = -1606870.819357
  nChanged 23
		SP:Iteration 35Q (63869.600000 sec): 3 clusters
  Score: Raw -1611444.132421 + Penalty 4566.390643 = -1606877.741779
  nChanged 19
		SP:Iteration 36Q (63869.780000 sec): 3 clusters
  Score: Raw -1611449.696699 + Penalty 4566.390643 = -1606883.306057
  nChanged 15
		SP:Iteration 37Q (63869.950000 sec): 3 clusters
  Score: Raw -1611453.932186 + Penalty 4566.390643 = -1606887.541544
  nChanged 13
		SP:Iteration 38Q (63870.160000 sec): 3 clusters
  Score: Raw -1611458.252095 + Penalty 4566.390643 = -1606891.861453
  nChanged 14
		SP:Iteration 39Q (63870.340000 sec): 3 clusters
  Score: Raw -1611463.862627 + Penalty 4566.390643 = -1606897.471985
  nChanged 13
		SP:Iteration 40F (63870.510000 sec): 3 clusters
  Score: Raw -1611468.376036 + Penalty 4566.390643 = -1606901.985393
  nChanged 16
		SP:Iteration 41Q (63870.680000 sec): 3 clusters
  Score: Raw -1611474.125404 + Penalty 4566.390643 = -1606907.734761
  nChanged 17
		SP:Iteration 42Q (63870.890000 sec): 3 clusters
  Score: Raw -1611478.283632 + Penalty 4566.390643 = -1606911.892989
  nChanged 14
		SP:Iteration 43Q (63871.110000 sec): 3 clusters
  Score: Raw -1611482.655216 + Penalty 4566.390643 = -1606916.264574
  nChanged 12
		SP:Iteration 44Q (63871.350000 sec): 3 clusters
  Score: Raw -1611486.033117 + Penalty 4566.390643 = -1606919.642474
  nChanged 10
		SP:Iteration 45Q (63871.550000 sec): 3 clusters
  Score: Raw -1611488.622595 + Penalty 4566.390643 = -1606922.231952
  nChanged 3
		SP:Iteration 46Q (63871.790000 sec): 3 clusters
  Score: Raw -1611489.237808 + Penalty 4566.390643 = -1606922.847166
  nChanged 3
		SP:Iteration 47Q (63871.950000 sec): 3 clusters
  Score: Raw -1611490.114413 + Penalty 4566.390643 = -1606923.723770
  nChanged 7
		SP:Iteration 48Q (63872.180000 sec): 3 clusters
  Score: Raw -1611491.918335 + Penalty 4566.390643 = -1606925.527693
  nChanged 4
		SP:Iteration 49Q (63872.380000 sec): 3 clusters
  Score: Raw -1611492.991538 + Penalty 4566.390643 = -1606926.600896
  nChanged 2
		SP:Iteration 50Q (63872.610000 sec): 3 clusters
  Score: Raw -1611493.570589 + Penalty 4566.390643 = -1606927.179947
  nChanged 2
		SP:Iteration 51Q (63872.790000 sec): 3 clusters
  Score: Raw -1611494.261177 + Penalty 4566.390643 = -1606927.870534
  nChanged 0
		SP:Iteration 52F (63872.970000 sec): 3 clusters
  Score: Raw -1611494.261177 + Penalty 4566.390643 = -1606927.870534
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (10222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63873.110000 sec): 2 clusters
  Score: Raw -1632527.135055 + Penalty 2289.609790 = -1630237.525265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63873.370000 sec): 3 clusters
  Score: Raw -1627092.568437 + Penalty 4579.219580 = -1622513.348858
  nChanged 4149
		SP:Iteration 1F (63873.530000 sec): 3 clusters
  Score: Raw -1629460.705985 + Penalty 4579.219580 = -1624881.486405
  nChanged 807
		SP:Iteration 2F (63873.710000 sec): 3 clusters
  Score: Raw -1630072.998414 + Penalty 4579.219580 = -1625493.778834
  nChanged 849
		SP:Iteration 3F (63873.890000 sec): 3 clusters
  Score: Raw -1630853.224149 + Penalty 4579.219580 = -1626274.004569
  nChanged 862
		SP:Iteration 4F (63874.120000 sec): 3 clusters
  Score: Raw -1631618.815802 + Penalty 4579.219580 = -1627039.596223
  nChanged 729
		SP:Iteration 5F (63874.320000 sec): 3 clusters
  Score: Raw -1632171.417020 + Penalty 4579.219580 = -1627592.197440
  nChanged 553
		SP:Iteration 6F (63874.550000 sec): 3 clusters
  Score: Raw -1632505.408708 + Penalty 4579.219580 = -1627926.189129
  nChanged 366
		SP:Iteration 7Q (63874.720000 sec): 3 clusters
  Score: Raw -1632685.554482 + Penalty 4579.219580 = -1628106.334903
  nChanged 226
		SP:Iteration 8Q (63874.960000 sec): 3 clusters
  Score: Raw -1632784.152656 + Penalty 4579.219580 = -1628204.933076
  nChanged 172
		SP:Iteration 9Q (63875.190000 sec): 3 clusters
  Score: Raw -1632849.950283 + Penalty 4579.219580 = -1628270.730703
  nChanged 139
		SP:Iteration 10Q (63875.480000 sec): 3 clusters
  Score: Raw -1632907.448022 + Penalty 4579.219580 = -1628328.228443
  nChanged 137
		SP:Iteration 11Q (63875.720000 sec): 3 clusters
  Score: Raw -1632956.255087 + Penalty 4579.219580 = -1628377.035507
  nChanged 115
		SP:Iteration 12Q (63875.970000 sec): 3 clusters
  Score: Raw -1632992.446959 + Penalty 4579.219580 = -1628413.227380
  nChanged 93
		SP:Iteration 13Q (63876.200000 sec): 3 clusters
  Score: Raw -1633017.626749 + Penalty 4579.219580 = -1628438.407169
  nChanged 81
		SP:Iteration 14Q (63876.440000 sec): 3 clusters
  Score: Raw -1633039.662067 + Penalty 4579.219580 = -1628460.442488
  nChanged 64
		SP:Iteration 15Q (63876.690000 sec): 3 clusters
  Score: Raw -1633056.168084 + Penalty 4579.219580 = -1628476.948505
  nChanged 63
		SP:Iteration 16Q (63876.900000 sec): 3 clusters
  Score: Raw -1633070.629275 + Penalty 4579.219580 = -1628491.409695
  nChanged 43
		SP:Iteration 17Q (63877.130000 sec): 3 clusters
  Score: Raw -1633079.767931 + Penalty 4579.219580 = -1628500.548351
  nChanged 49
		SP:Iteration 18Q (63877.350000 sec): 3 clusters
  Score: Raw -1633092.940624 + Penalty 4579.219580 = -1628513.721044
  nChanged 58
		SP:Iteration 19Q (63877.570000 sec): 3 clusters
  Score: Raw -1633110.034320 + Penalty 4579.219580 = -1628530.814741
  nChanged 51
		SP:Iteration 20F (63877.760000 sec): 3 clusters
  Score: Raw -1633121.521669 + Penalty 4579.219580 = -1628542.302090
  nChanged 42
		SP:Iteration 21Q (63877.970000 sec): 3 clusters
  Score: Raw -1633133.959859 + Penalty 4579.219580 = -1628554.740279
  nChanged 57
		SP:Iteration 22Q (63878.280000 sec): 3 clusters
  Score: Raw -1633146.669861 + Penalty 4579.219580 = -1628567.450281
  nChanged 48
		SP:Iteration 23Q (63878.500000 sec): 3 clusters
  Score: Raw -1633157.391874 + Penalty 4579.219580 = -1628578.172294
  nChanged 50
		SP:Iteration 24Q (63878.760000 sec): 3 clusters
  Score: Raw -1633166.867602 + Penalty 4579.219580 = -1628587.648022
  nChanged 45
		SP:Iteration 25Q (63879.000000 sec): 3 clusters
  Score: Raw -1633176.635862 + Penalty 4579.219580 = -1628597.416282
  nChanged 57
		SP:Iteration 26Q (63879.230000 sec): 3 clusters
  Score: Raw -1633190.766225 + Penalty 4579.219580 = -1628611.546645
  nChanged 62
		SP:Iteration 27Q (63879.430000 sec): 3 clusters
  Score: Raw -1633205.945873 + Penalty 4579.219580 = -1628626.726294
  nChanged 67
		SP:Iteration 28Q (63879.620000 sec): 3 clusters
  Score: Raw -1633222.418247 + Penalty 4579.219580 = -1628643.198668
  nChanged 79
		SP:Iteration 29Q (63879.860000 sec): 3 clusters
  Score: Raw -1633241.648805 + Penalty 4579.219580 = -1628662.429226
  nChanged 74
		SP:Iteration 30Q (63880.100000 sec): 3 clusters
  Score: Raw -1633258.570542 + Penalty 4579.219580 = -1628679.350962
  nChanged 74
		SP:Iteration 31Q (63880.340000 sec): 3 clusters
  Score: Raw -1633275.952870 + Penalty 4579.219580 = -1628696.733291
  nChanged 64
		SP:Iteration 32Q (63880.620000 sec): 3 clusters
  Score: Raw -1633294.215858 + Penalty 4579.219580 = -1628714.996279
  nChanged 71
		SP:Iteration 33Q (63880.900000 sec): 3 clusters
  Score: Raw -1633311.824019 + Penalty 4579.219580 = -1628732.604439
  nChanged 63
		SP:Iteration 34Q (63881.170000 sec): 3 clusters
  Score: Raw -1633327.568706 + Penalty 4579.219580 = -1628748.349127
  nChanged 64
		SP:Iteration 35Q (63881.440000 sec): 3 clusters
  Score: Raw -1633341.150213 + Penalty 4579.219580 = -1628761.930633
  nChanged 59
		SP:Iteration 36Q (63881.660000 sec): 3 clusters
  Score: Raw -1633354.621268 + Penalty 4579.219580 = -1628775.401689
  nChanged 56
		SP:Iteration 37Q (63881.930000 sec): 3 clusters
  Score: Raw -1633368.424063 + Penalty 4579.219580 = -1628789.204483
  nChanged 63
		SP:Iteration 38Q (63882.120000 sec): 3 clusters
  Score: Raw -1633382.153512 + Penalty 4579.219580 = -1628802.933932
  nChanged 54
		SP:Iteration 39Q (63882.320000 sec): 3 clusters
  Score: Raw -1633395.160412 + Penalty 4579.219580 = -1628815.940832
  nChanged 47
		SP:Iteration 40F (63882.560000 sec): 3 clusters
  Score: Raw -1633405.597597 + Penalty 4579.219580 = -1628826.378017
  nChanged 41
		SP:Iteration 41Q (63882.760000 sec): 3 clusters
  Score: Raw -1633413.233180 + Penalty 4579.219580 = -1628834.013600
  nChanged 40
		SP:Iteration 42Q (63882.950000 sec): 3 clusters
  Score: Raw -1633422.039051 + Penalty 4579.219580 = -1628842.819471
  nChanged 46
		SP:Iteration 43Q (63883.210000 sec): 3 clusters
  Score: Raw -1633430.640209 + Penalty 4579.219580 = -1628851.420629
  nChanged 38
		SP:Iteration 44Q (63883.360000 sec): 3 clusters
  Score: Raw -1633438.019051 + Penalty 4579.219580 = -1628858.799472
  nChanged 33
		SP:Iteration 45Q (63883.540000 sec): 3 clusters
  Score: Raw -1633444.425203 + Penalty 4579.219580 = -1628865.205624
  nChanged 29
		SP:Iteration 46Q (63883.710000 sec): 3 clusters
  Score: Raw -1633450.434067 + Penalty 4579.219580 = -1628871.214488
  nChanged 29
		SP:Iteration 47Q (63883.880000 sec): 3 clusters
  Score: Raw -1633455.618996 + Penalty 4579.219580 = -1628876.399416
  nChanged 27
		SP:Iteration 48Q (63884.040000 sec): 3 clusters
  Score: Raw -1633460.493721 + Penalty 4579.219580 = -1628881.274142
  nChanged 26
		SP:Iteration 49Q (63884.200000 sec): 3 clusters
  Score: Raw -1633465.673706 + Penalty 4579.219580 = -1628886.454127
  nChanged 23
		SP:Iteration 50Q (63884.430000 sec): 3 clusters
  Score: Raw -1633470.530835 + Penalty 4579.219580 = -1628891.311256
  nChanged 20
		SP:Iteration 51Q (63884.610000 sec): 3 clusters
  Score: Raw -1633474.458488 + Penalty 4579.219580 = -1628895.238908
  nChanged 27
		SP:Iteration 52Q (63884.850000 sec): 3 clusters
  Score: Raw -1633480.725954 + Penalty 4579.219580 = -1628901.506375
  nChanged 29
		SP:Iteration 53Q (63885.020000 sec): 3 clusters
  Score: Raw -1633486.170973 + Penalty 4579.219580 = -1628906.951394
  nChanged 26
		SP:Iteration 54Q (63885.260000 sec): 3 clusters
  Score: Raw -1633491.306090 + Penalty 4579.219580 = -1628912.086510
  nChanged 24
		SP:Iteration 55Q (63885.480000 sec): 3 clusters
  Score: Raw -1633495.648832 + Penalty 4579.219580 = -1628916.429253
  nChanged 19
		SP:Iteration 56Q (63885.700000 sec): 3 clusters
  Score: Raw -1633498.829346 + Penalty 4579.219580 = -1628919.609766
  nChanged 16
		SP:Iteration 57Q (63885.860000 sec): 3 clusters
  Score: Raw -1633501.326723 + Penalty 4579.219580 = -1628922.107143
  nChanged 15
		SP:Iteration 58Q (63886.120000 sec): 3 clusters
  Score: Raw -1633503.408601 + Penalty 4579.219580 = -1628924.189021
  nChanged 8
		SP:Iteration 59Q (63886.280000 sec): 3 clusters
  Score: Raw -1633504.319480 + Penalty 4579.219580 = -1628925.099901
  nChanged 8
		SP:Iteration 60F (63886.510000 sec): 3 clusters
  Score: Raw -1633505.261330 + Penalty 4579.219580 = -1628926.041750
  nChanged 5
		SP:Iteration 61Q (63886.760000 sec): 3 clusters
  Score: Raw -1633505.914467 + Penalty 4579.219580 = -1628926.694887
  nChanged 6
		SP:Iteration 62Q (63886.950000 sec): 3 clusters
  Score: Raw -1633506.946152 + Penalty 4579.219580 = -1628927.726573
  nChanged 6
		SP:Iteration 63Q (63887.190000 sec): 3 clusters
  Score: Raw -1633507.780172 + Penalty 4579.219580 = -1628928.560593
  nChanged 8
		SP:Iteration 64Q (63887.400000 sec): 3 clusters
  Score: Raw -1633508.997589 + Penalty 4579.219580 = -1628929.778010
  nChanged 4
		SP:Iteration 65Q (63887.630000 sec): 3 clusters
  Score: Raw -1633509.608805 + Penalty 4579.219580 = -1628930.389226
  nChanged 5
		SP:Iteration 66Q (63887.800000 sec): 3 clusters
  Score: Raw -1633510.305668 + Penalty 4579.219580 = -1628931.086088
  nChanged 4
		SP:Iteration 67Q (63887.990000 sec): 3 clusters
  Score: Raw -1633510.790853 + Penalty 4579.219580 = -1628931.571274
  nChanged 3
		SP:Iteration 68Q (63888.170000 sec): 3 clusters
  Score: Raw -1633511.189963 + Penalty 4579.219580 = -1628931.970384
  nChanged 2
		SP:Iteration 69Q (63888.410000 sec): 3 clusters
  Score: Raw -1633511.571322 + Penalty 4579.219580 = -1628932.351743
  nChanged 1
		SP:Iteration 70Q (63888.650000 sec): 3 clusters
  Score: Raw -1633511.710713 + Penalty 4579.219580 = -1628932.491134
  nChanged 1
		SP:Iteration 71Q (63888.810000 sec): 3 clusters
  Score: Raw -1633511.873725 + Penalty 4579.219580 = -1628932.654146
  nChanged 1
		SP:Iteration 72Q (63889.050000 sec): 3 clusters
  Score: Raw -1633512.033957 + Penalty 4579.219580 = -1628932.814377
  nChanged 2
		SP:Iteration 73Q (63889.260000 sec): 3 clusters
  Score: Raw -1633512.241283 + Penalty 4579.219580 = -1628933.021703
  nChanged 0
		SP:Iteration 74F (63889.420000 sec): 3 clusters
  Score: Raw -1633512.241283 + Penalty 4579.219580 = -1628933.021703
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63889.540000 sec): 2 clusters
  Score: Raw -17616.062391 + Penalty 1258.643106 = -16357.419285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63889.710000 sec): 3 clusters
  Score: Raw -18077.838653 + Penalty 2517.286212 = -15560.552441
  nChanged 27
		SP:Iteration 1F (63889.810000 sec): 3 clusters
  Score: Raw -18218.058583 + Penalty 2517.286212 = -15700.772370
  nChanged 5
		SP:Iteration 2Q (63889.940000 sec): 3 clusters
  Score: Raw -18245.345390 + Penalty 2517.286212 = -15728.059177
  nChanged 1
		SP:Iteration 3Q (63890.100000 sec): 3 clusters
  Score: Raw -18253.993432 + Penalty 2517.286212 = -15736.707220
  nChanged 1
		SP:Iteration 4Q (63890.250000 sec): 3 clusters
  Score: Raw -18263.925841 + Penalty 2517.286212 = -15746.639628
  nChanged 0
		SP:Iteration 5F (63890.440000 sec): 3 clusters
  Score: Raw -18263.925841 + Penalty 2517.286212 = -15746.639628
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (17374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63890.660000 sec): 2 clusters
  Score: Raw -2506140.646127 + Penalty 2421.157068 = -2503719.489058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63890.920000 sec): 3 clusters
  Score: Raw -2496284.972820 + Penalty 4842.314137 = -2491442.658683
  nChanged 7496
		SP:Iteration 1F (63891.190000 sec): 3 clusters
  Score: Raw -2500810.289636 + Penalty 4842.314137 = -2495967.975499
  nChanged 1220
		SP:Iteration 2F (63891.460000 sec): 3 clusters
  Score: Raw -2501487.349498 + Penalty 4842.314137 = -2496645.035361
  nChanged 1054
		SP:Iteration 3F (63891.740000 sec): 3 clusters
  Score: Raw -2502040.607636 + Penalty 4842.314137 = -2497198.293499
  nChanged 901
		SP:Iteration 4F (63891.960000 sec): 3 clusters
  Score: Raw -2502502.335191 + Penalty 4842.314137 = -2497660.021054
  nChanged 853
		SP:Iteration 5Q (63892.220000 sec): 3 clusters
  Score: Raw -2502929.332573 + Penalty 4842.314137 = -2498087.018436
  nChanged 810
		SP:Iteration 6Q (63892.480000 sec): 3 clusters
  Score: Raw -2503351.973339 + Penalty 4842.314137 = -2498509.659202
  nChanged 717
		SP:Iteration 7Q (63892.790000 sec): 3 clusters
  Score: Raw -2503729.602906 + Penalty 4842.314137 = -2498887.288769
  nChanged 636
		SP:Iteration 8Q (63893.060000 sec): 3 clusters
  Score: Raw -2504073.827806 + Penalty 4842.314137 = -2499231.513669
  nChanged 583
		SP:Iteration 9Q (63893.380000 sec): 3 clusters
  Score: Raw -2504395.457942 + Penalty 4842.314137 = -2499553.143805
  nChanged 542
		SP:Iteration 10Q (63893.720000 sec): 3 clusters
  Score: Raw -2504665.224921 + Penalty 4842.314137 = -2499822.910784
  nChanged 447
		SP:Iteration 11Q (63894.040000 sec): 3 clusters
  Score: Raw -2504864.659406 + Penalty 4842.314137 = -2500022.345270
  nChanged 389
		SP:Iteration 12Q (63894.400000 sec): 3 clusters
  Score: Raw -2505011.014626 + Penalty 4842.314137 = -2500168.700489
  nChanged 329
		SP:Iteration 13Q (63894.680000 sec): 3 clusters
  Score: Raw -2505132.780104 + Penalty 4842.314137 = -2500290.465967
  nChanged 300
		SP:Iteration 14Q (63895.050000 sec): 3 clusters
  Score: Raw -2505239.432216 + Penalty 4842.314137 = -2500397.118079
  nChanged 269
		SP:Iteration 15Q (63895.380000 sec): 3 clusters
  Score: Raw -2505337.932501 + Penalty 4842.314137 = -2500495.618364
  nChanged 275
		SP:Iteration 16Q (63895.700000 sec): 3 clusters
  Score: Raw -2505435.440313 + Penalty 4842.314137 = -2500593.126176
  nChanged 247
		SP:Iteration 17Q (63896.020000 sec): 3 clusters
  Score: Raw -2505523.528941 + Penalty 4842.314137 = -2500681.214804
  nChanged 218
		SP:Iteration 18Q (63896.310000 sec): 3 clusters
  Score: Raw -2505586.214952 + Penalty 4842.314137 = -2500743.900816
  nChanged 201
		SP:Iteration 19Q (63896.660000 sec): 3 clusters
  Score: Raw -2505643.137428 + Penalty 4842.314137 = -2500800.823291
  nChanged 196
		SP:Iteration 20F (63897.000000 sec): 3 clusters
  Score: Raw -2505700.047483 + Penalty 4842.314137 = -2500857.733346
  nChanged 211
		SP:Iteration 21Q (63897.280000 sec): 3 clusters
  Score: Raw -2505766.154930 + Penalty 4842.314137 = -2500923.840793
  nChanged 214
		SP:Iteration 22Q (63897.540000 sec): 3 clusters
  Score: Raw -2505837.947404 + Penalty 4842.314137 = -2500995.633267
  nChanged 233
		SP:Iteration 23Q (63897.800000 sec): 3 clusters
  Score: Raw -2505919.088617 + Penalty 4842.314137 = -2501076.774480
  nChanged 245
		SP:Iteration 24Q (63898.070000 sec): 3 clusters
  Score: Raw -2506016.439365 + Penalty 4842.314137 = -2501174.125228
  nChanged 247
		SP:Iteration 25Q (63898.460000 sec): 3 clusters
  Score: Raw -2506115.001534 + Penalty 4842.314137 = -2501272.687397
  nChanged 227
		SP:Iteration 26Q (63898.730000 sec): 3 clusters
  Score: Raw -2506199.751015 + Penalty 4842.314137 = -2501357.436878
  nChanged 221
		SP:Iteration 27Q (63899.090000 sec): 3 clusters
  Score: Raw -2506296.400423 + Penalty 4842.314137 = -2501454.086286
  nChanged 228
		SP:Iteration 28Q (63899.360000 sec): 3 clusters
  Score: Raw -2506393.650575 + Penalty 4842.314137 = -2501551.336438
  nChanged 205
		SP:Iteration 29Q (63899.690000 sec): 3 clusters
  Score: Raw -2506474.458835 + Penalty 4842.314137 = -2501632.144699
  nChanged 166
		SP:Iteration 30Q (63900.040000 sec): 3 clusters
  Score: Raw -2506541.914573 + Penalty 4842.314137 = -2501699.600436
  nChanged 166
		SP:Iteration 31Q (63900.360000 sec): 3 clusters
  Score: Raw -2506600.895080 + Penalty 4842.314137 = -2501758.580943
  nChanged 134
		SP:Iteration 32Q (63900.640000 sec): 3 clusters
  Score: Raw -2506654.555729 + Penalty 4842.314137 = -2501812.241592
  nChanged 118
		SP:Iteration 33Q (63900.900000 sec): 3 clusters
  Score: Raw -2506700.232824 + Penalty 4842.314137 = -2501857.918687
  nChanged 136
		SP:Iteration 34Q (63901.210000 sec): 3 clusters
  Score: Raw -2506756.072881 + Penalty 4842.314137 = -2501913.758744
  nChanged 104
		SP:Iteration 35Q (63901.510000 sec): 3 clusters
  Score: Raw -2506795.862948 + Penalty 4842.314137 = -2501953.548812
  nChanged 85
		SP:Iteration 36Q (63901.830000 sec): 3 clusters
  Score: Raw -2506828.291266 + Penalty 4842.314137 = -2501985.977129
  nChanged 83
		SP:Iteration 37Q (63902.070000 sec): 3 clusters
  Score: Raw -2506859.508145 + Penalty 4842.314137 = -2502017.194008
  nChanged 80
		SP:Iteration 38Q (63902.340000 sec): 3 clusters
  Score: Raw -2506888.370128 + Penalty 4842.314137 = -2502046.055991
  nChanged 60
		SP:Iteration 39Q (63902.600000 sec): 3 clusters
  Score: Raw -2506910.124919 + Penalty 4842.314137 = -2502067.810782
  nChanged 41
		SP:Iteration 40F (63902.820000 sec): 3 clusters
  Score: Raw -2506923.729111 + Penalty 4842.314137 = -2502081.414974
  nChanged 37
		SP:Iteration 41Q (63903.120000 sec): 3 clusters
  Score: Raw -2506933.886216 + Penalty 4842.314137 = -2502091.572079
  nChanged 29
		SP:Iteration 42Q (63903.340000 sec): 3 clusters
  Score: Raw -2506941.097911 + Penalty 4842.314137 = -2502098.783774
  nChanged 17
		SP:Iteration 43Q (63903.620000 sec): 3 clusters
  Score: Raw -2506946.059573 + Penalty 4842.314137 = -2502103.745436
  nChanged 18
		SP:Iteration 44Q (63903.940000 sec): 3 clusters
  Score: Raw -2506950.881579 + Penalty 4842.314137 = -2502108.567442
  nChanged 16
		SP:Iteration 45Q (63904.290000 sec): 3 clusters
  Score: Raw -2506955.949949 + Penalty 4842.314137 = -2502113.635812
  nChanged 20
		SP:Iteration 46Q (63904.590000 sec): 3 clusters
  Score: Raw -2506961.447972 + Penalty 4842.314137 = -2502119.133835
  nChanged 15
		SP:Iteration 47Q (63904.930000 sec): 3 clusters
  Score: Raw -2506966.108615 + Penalty 4842.314137 = -2502123.794479
  nChanged 12
		SP:Iteration 48Q (63905.170000 sec): 3 clusters
  Score: Raw -2506969.192943 + Penalty 4842.314137 = -2502126.878806
  nChanged 16
		SP:Iteration 49Q (63905.500000 sec): 3 clusters
  Score: Raw -2506974.821346 + Penalty 4842.314137 = -2502132.507209
  nChanged 14
		SP:Iteration 50Q (63905.790000 sec): 3 clusters
  Score: Raw -2506977.785853 + Penalty 4842.314137 = -2502135.471716
  nChanged 9
		SP:Iteration 51Q (63906.130000 sec): 3 clusters
  Score: Raw -2506980.054534 + Penalty 4842.314137 = -2502137.740397
  nChanged 4
		SP:Iteration 52Q (63906.430000 sec): 3 clusters
  Score: Raw -2506980.774771 + Penalty 4842.314137 = -2502138.460634
  nChanged 3
		SP:Iteration 53Q (63906.760000 sec): 3 clusters
  Score: Raw -2506981.315442 + Penalty 4842.314137 = -2502139.001305
  nChanged 4
		SP:Iteration 54Q (63907.090000 sec): 3 clusters
  Score: Raw -2506983.411906 + Penalty 4842.314137 = -2502141.097769
  nChanged 7
		SP:Iteration 55Q (63907.330000 sec): 3 clusters
  Score: Raw -2506987.054108 + Penalty 4842.314137 = -2502144.739971
  nChanged 11
		SP:Iteration 56Q (63907.660000 sec): 3 clusters
  Score: Raw -2506992.512635 + Penalty 4842.314137 = -2502150.198498
  nChanged 16
		SP:Iteration 57Q (63907.920000 sec): 3 clusters
  Score: Raw -2506998.600177 + Penalty 4842.314137 = -2502156.286040
  nChanged 11
		SP:Iteration 58Q (63908.170000 sec): 3 clusters
  Score: Raw -2507003.332570 + Penalty 4842.314137 = -2502161.018433
  nChanged 15
		SP:Iteration 59Q (63908.420000 sec): 3 clusters
  Score: Raw -2507006.909055 + Penalty 4842.314137 = -2502164.594918
  nChanged 13
		SP:Iteration 60F (63908.720000 sec): 3 clusters
  Score: Raw -2507009.850695 + Penalty 4842.314137 = -2502167.536558
  nChanged 4
		SP:Iteration 61Q (63909.050000 sec): 3 clusters
  Score: Raw -2507010.712115 + Penalty 4842.314137 = -2502168.397978
  nChanged 4
		SP:Iteration 62Q (63909.360000 sec): 3 clusters
  Score: Raw -2507011.658115 + Penalty 4842.314137 = -2502169.343978
  nChanged 6
		SP:Iteration 63Q (63909.680000 sec): 3 clusters
  Score: Raw -2507013.066575 + Penalty 4842.314137 = -2502170.752438
  nChanged 10
		SP:Iteration 64Q (63909.940000 sec): 3 clusters
  Score: Raw -2507016.714157 + Penalty 4842.314137 = -2502174.400020
  nChanged 8
		SP:Iteration 65Q (63910.270000 sec): 3 clusters
  Score: Raw -2507019.338089 + Penalty 4842.314137 = -2502177.023952
  nChanged 5
		SP:Iteration 66Q (63910.530000 sec): 3 clusters
  Score: Raw -2507022.630362 + Penalty 4842.314137 = -2502180.316225
  nChanged 5
		SP:Iteration 67Q (63910.840000 sec): 3 clusters
  Score: Raw -2507023.831509 + Penalty 4842.314137 = -2502181.517372
  nChanged 4
		SP:Iteration 68Q (63911.070000 sec): 3 clusters
  Score: Raw -2507025.099336 + Penalty 4842.314137 = -2502182.785199
  nChanged 6
		SP:Iteration 69Q (63911.360000 sec): 3 clusters
  Score: Raw -2507028.096065 + Penalty 4842.314137 = -2502185.781928
  nChanged 4
		SP:Iteration 70Q (63911.620000 sec): 3 clusters
  Score: Raw -2507029.579410 + Penalty 4842.314137 = -2502187.265273
  nChanged 3
		SP:Iteration 71Q (63911.880000 sec): 3 clusters
  Score: Raw -2507031.005941 + Penalty 4842.314137 = -2502188.691804
  nChanged 2
		SP:Iteration 72Q (63912.100000 sec): 3 clusters
  Score: Raw -2507031.441425 + Penalty 4842.314137 = -2502189.127288
  nChanged 0
		SP:Iteration 73F (63912.410000 sec): 3 clusters
  Score: Raw -2507031.441425 + Penalty 4842.314137 = -2502189.127288
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (116930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63913.310000 sec): 2 clusters
  Score: Raw -17701904.773649 + Penalty 2893.994025 = -17699010.779624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63914.330000 sec): 3 clusters
  Score: Raw -17626521.335927 + Penalty 5787.988049 = -17620733.347878
  nChanged 55729
		SP:Iteration 1F (63915.350000 sec): 3 clusters
  Score: Raw -17659119.886156 + Penalty 5787.988049 = -17653331.898107
  nChanged 4714
		SP:Iteration 2Q (63916.460000 sec): 3 clusters
  Score: Raw -17660526.305800 + Penalty 5787.988049 = -17654738.317751
  nChanged 4805
		SP:Iteration 3Q (63917.540000 sec): 3 clusters
  Score: Raw -17662124.850718 + Penalty 5787.988049 = -17656336.862669
  nChanged 5005
		SP:Iteration 4Q (63918.600000 sec): 3 clusters
  Score: Raw -17663929.511853 + Penalty 5787.988049 = -17658141.523804
  nChanged 5258
		SP:Iteration 5Q (63919.680000 sec): 3 clusters
  Score: Raw -17666008.129473 + Penalty 5787.988049 = -17660220.141424
  nChanged 5487
		SP:Iteration 6Q (63920.700000 sec): 3 clusters
  Score: Raw -17668384.735975 + Penalty 5787.988049 = -17662596.747926
  nChanged 5609
		SP:Iteration 7Q (63921.800000 sec): 3 clusters
  Score: Raw -17670991.036892 + Penalty 5787.988049 = -17665203.048843
  nChanged 5615
		SP:Iteration 8Q (63922.960000 sec): 3 clusters
  Score: Raw -17673722.367280 + Penalty 5787.988049 = -17667934.379231
  nChanged 5399
		SP:Iteration 9Q (63924.030000 sec): 3 clusters
  Score: Raw -17676437.449673 + Penalty 5787.988049 = -17670649.461624
  nChanged 5229
		SP:Iteration 10Q (63925.110000 sec): 3 clusters
  Score: Raw -17679111.356709 + Penalty 5787.988049 = -17673323.368660
  nChanged 4682
		SP:Iteration 11Q (63926.140000 sec): 3 clusters
  Score: Raw -17681398.818088 + Penalty 5787.988049 = -17675610.830039
  nChanged 3887
		SP:Iteration 12Q (63927.200000 sec): 3 clusters
  Score: Raw -17682951.005220 + Penalty 5787.988049 = -17677163.017171
  nChanged 3025
		SP:Iteration 13Q (63928.240000 sec): 3 clusters
  Score: Raw -17683827.919951 + Penalty 5787.988049 = -17678039.931902
  nChanged 2124
		SP:Iteration 14Q (63929.260000 sec): 3 clusters
  Score: Raw -17684323.248929 + Penalty 5787.988049 = -17678535.260880
  nChanged 1605
		SP:Iteration 15Q (63930.310000 sec): 3 clusters
  Score: Raw -17684674.512520 + Penalty 5787.988049 = -17678886.524471
  nChanged 1420
		SP:Iteration 16Q (63931.310000 sec): 3 clusters
  Score: Raw -17684983.930240 + Penalty 5787.988049 = -17679195.942191
  nChanged 1385
		SP:Iteration 17Q (63932.410000 sec): 3 clusters
  Score: Raw -17685291.488119 + Penalty 5787.988049 = -17679503.500070
  nChanged 1444
		SP:Iteration 18Q (63933.420000 sec): 3 clusters
  Score: Raw -17685635.739817 + Penalty 5787.988049 = -17679847.751768
  nChanged 1576
		SP:Iteration 19Q (63934.490000 sec): 3 clusters
  Score: Raw -17686024.170631 + Penalty 5787.988049 = -17680236.182582
  nChanged 1626
		SP:Iteration 20F (63935.430000 sec): 3 clusters
  Score: Raw -17686433.161297 + Penalty 5787.988049 = -17680645.173248
  nChanged 1679
		SP:Iteration 21Q (63936.370000 sec): 3 clusters
  Score: Raw -17686879.718505 + Penalty 5787.988049 = -17681091.730456
  nChanged 1772
		SP:Iteration 22Q (63937.390000 sec): 3 clusters
  Score: Raw -17687384.306997 + Penalty 5787.988049 = -17681596.318948
  nChanged 1837
		SP:Iteration 23Q (63938.380000 sec): 3 clusters
  Score: Raw -17687914.630330 + Penalty 5787.988049 = -17682126.642281
  nChanged 1828
		SP:Iteration 24Q (63939.420000 sec): 3 clusters
  Score: Raw -17688455.303729 + Penalty 5787.988049 = -17682667.315680
  nChanged 1890
		SP:Iteration 25Q (63940.270000 sec): 3 clusters
  Score: Raw -17689058.900337 + Penalty 5787.988049 = -17683270.912288
  nChanged 2009
		SP:Iteration 26Q (63941.230000 sec): 3 clusters
  Score: Raw -17689728.314006 + Penalty 5787.988049 = -17683940.325957
  nChanged 1966
		SP:Iteration 27Q (63942.170000 sec): 3 clusters
  Score: Raw -17690404.053612 + Penalty 5787.988049 = -17684616.065563
  nChanged 2001
		SP:Iteration 28Q (63943.190000 sec): 3 clusters
  Score: Raw -17691127.475121 + Penalty 5787.988049 = -17685339.487072
  nChanged 1998
		SP:Iteration 29Q (63944.110000 sec): 3 clusters
  Score: Raw -17691880.366342 + Penalty 5787.988049 = -17686092.378293
  nChanged 2021
		SP:Iteration 30Q (63945.080000 sec): 3 clusters
  Score: Raw -17692682.479044 + Penalty 5787.988049 = -17686894.490995
  nChanged 2016
		SP:Iteration 31Q (63946.090000 sec): 3 clusters
  Score: Raw -17693535.832345 + Penalty 5787.988049 = -17687747.844296
  nChanged 2062
		SP:Iteration 32Q (63947.130000 sec): 3 clusters
  Score: Raw -17694479.383700 + Penalty 5787.988049 = -17688691.395651
  nChanged 2048
		SP:Iteration 33Q (63948.110000 sec): 3 clusters
  Score: Raw -17695491.525407 + Penalty 5787.988049 = -17689703.537358
  nChanged 1966
		SP:Iteration 34Q (63949.110000 sec): 3 clusters
  Score: Raw -17696494.694908 + Penalty 5787.988049 = -17690706.706859
  nChanged 1816
		SP:Iteration 35Q (63950.090000 sec): 3 clusters
  Score: Raw -17697486.352467 + Penalty 5787.988049 = -17691698.364418
  nChanged 1709
		SP:Iteration 36Q (63951.160000 sec): 3 clusters
  Score: Raw -17698482.550931 + Penalty 5787.988049 = -17692694.562882
  nChanged 1574
		SP:Iteration 37Q (63952.130000 sec): 3 clusters
  Score: Raw -17699469.646016 + Penalty 5787.988049 = -17693681.657967
  nChanged 1325
		SP:Iteration 38Q (63953.240000 sec): 3 clusters
  Score: Raw -17700328.538498 + Penalty 5787.988049 = -17694540.550449
  nChanged 1067
		SP:Iteration 39Q (63954.360000 sec): 3 clusters
  Score: Raw -17701045.177315 + Penalty 5787.988049 = -17695257.189266
  nChanged 704
		SP:Iteration 40F (63955.450000 sec): 3 clusters
  Score: Raw -17701541.027324 + Penalty 5787.988049 = -17695753.039275
  nChanged 523
		SP:Iteration 41Q (63956.600000 sec): 3 clusters
  Score: Raw -17701899.086788 + Penalty 5787.988049 = -17696111.098739
  nChanged 360
		SP:Iteration 42Q (63957.810000 sec): 3 clusters
  Score: Raw -17702160.107782 + Penalty 5787.988049 = -17696372.119733
  nChanged 231
		SP:Iteration 43Q (63959.010000 sec): 3 clusters
  Score: Raw -17702319.401183 + Penalty 5787.988049 = -17696531.413134
  nChanged 137
		SP:Iteration 44Q (63960.190000 sec): 3 clusters
  Score: Raw -17702404.339989 + Penalty 5787.988049 = -17696616.351940
  nChanged 84
		SP:Iteration 45Q (63961.410000 sec): 3 clusters
  Score: Raw -17702456.350932 + Penalty 5787.988049 = -17696668.362882
  nChanged 63
		SP:Iteration 46Q (63962.590000 sec): 3 clusters
  Score: Raw -17702502.913870 + Penalty 5787.988049 = -17696714.925821
  nChanged 54
		SP:Iteration 47Q (63963.810000 sec): 3 clusters
  Score: Raw -17702541.361886 + Penalty 5787.988049 = -17696753.373837
  nChanged 47
		SP:Iteration 48Q (63964.980000 sec): 3 clusters
  Score: Raw -17702567.850649 + Penalty 5787.988049 = -17696779.862600
  nChanged 35
		SP:Iteration 49Q (63966.200000 sec): 3 clusters
  Score: Raw -17702596.379576 + Penalty 5787.988049 = -17696808.391526
  nChanged 32
		SP:Iteration 50Q (63967.090000 sec): 3 clusters
  Score: Raw -17702617.006174 + Penalty 5787.988049 = -17696829.018125
  nChanged 36
		SP:Iteration 51Q (63968.020000 sec): 3 clusters
  Score: Raw -17702642.052178 + Penalty 5787.988049 = -17696854.064129
  nChanged 43
		SP:Iteration 52Q (63969.020000 sec): 3 clusters
  Score: Raw -17702669.339389 + Penalty 5787.988049 = -17696881.351340
  nChanged 17
		SP:Iteration 53Q (63969.980000 sec): 3 clusters
  Score: Raw -17702680.267413 + Penalty 5787.988049 = -17696892.279364
  nChanged 23
		SP:Iteration 54Q (63970.880000 sec): 3 clusters
  Score: Raw -17702698.605827 + Penalty 5787.988049 = -17696910.617778
  nChanged 21
		SP:Iteration 55Q (63971.740000 sec): 3 clusters
  Score: Raw -17702711.402733 + Penalty 5787.988049 = -17696923.414684
  nChanged 16
		SP:Iteration 56Q (63972.690000 sec): 3 clusters
  Score: Raw -17702720.757692 + Penalty 5787.988049 = -17696932.769643
  nChanged 12
		SP:Iteration 57Q (63973.550000 sec): 3 clusters
  Score: Raw -17702730.498110 + Penalty 5787.988049 = -17696942.510061
  nChanged 9
		SP:Iteration 58Q (63974.560000 sec): 3 clusters
  Score: Raw -17702736.235986 + Penalty 5787.988049 = -17696948.247937
  nChanged 9
		SP:Iteration 59Q (63975.460000 sec): 3 clusters
  Score: Raw -17702742.433621 + Penalty 5787.988049 = -17696954.445572
  nChanged 13
		SP:Iteration 60F (63976.460000 sec): 3 clusters
  Score: Raw -17702748.326885 + Penalty 5787.988049 = -17696960.338836
  nChanged 8
		SP:Iteration 61Q (63977.360000 sec): 3 clusters
  Score: Raw -17702752.947822 + Penalty 5787.988049 = -17696964.959773
  nChanged 5
		SP:Iteration 62Q (63978.380000 sec): 3 clusters
  Score: Raw -17702755.707050 + Penalty 5787.988049 = -17696967.719001
  nChanged 5
		SP:Iteration 63Q (63979.240000 sec): 3 clusters
  Score: Raw -17702758.188094 + Penalty 5787.988049 = -17696970.200045
  nChanged 3
		SP:Iteration 64Q (63980.300000 sec): 3 clusters
  Score: Raw -17702759.709178 + Penalty 5787.988049 = -17696971.721129
  nChanged 4
		SP:Iteration 65Q (63981.190000 sec): 3 clusters
  Score: Raw -17702762.457547 + Penalty 5787.988049 = -17696974.469498
  nChanged 2
		SP:Iteration 66Q (63982.240000 sec): 3 clusters
  Score: Raw -17702763.531425 + Penalty 5787.988049 = -17696975.543376
  nChanged 3
		SP:Iteration 67Q (63983.160000 sec): 3 clusters
  Score: Raw -17702764.619784 + Penalty 5787.988049 = -17696976.631735
  nChanged 2
		SP:Iteration 68Q (63984.120000 sec): 3 clusters
  Score: Raw -17702766.086532 + Penalty 5787.988049 = -17696978.098483
  nChanged 9
		SP:Iteration 69Q (63985.090000 sec): 3 clusters
  Score: Raw -17702772.182556 + Penalty 5787.988049 = -17696984.194507
  nChanged 10
		SP:Iteration 70Q (63986.060000 sec): 3 clusters
  Score: Raw -17702778.261956 + Penalty 5787.988049 = -17696990.273907
  nChanged 9
		SP:Iteration 71Q (63986.990000 sec): 3 clusters
  Score: Raw -17702783.454313 + Penalty 5787.988049 = -17696995.466264
  nChanged 6
		SP:Iteration 72Q (63988.000000 sec): 3 clusters
  Score: Raw -17702787.211914 + Penalty 5787.988049 = -17696999.223865
  nChanged 4
		SP:Iteration 73Q (63988.910000 sec): 3 clusters
  Score: Raw -17702789.446456 + Penalty 5787.988049 = -17697001.458407
  nChanged 2
		SP:Iteration 74Q (63989.860000 sec): 3 clusters
  Score: Raw -17702790.302787 + Penalty 5787.988049 = -17697002.314738
  nChanged 0
		SP:Iteration 75F (63990.770000 sec): 3 clusters
  Score: Raw -17702790.302787 + Penalty 5787.988049 = -17697002.314738
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (5987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63990.920000 sec): 2 clusters
  Score: Raw -851573.604240 + Penalty 2156.941741 = -849416.662499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63991.170000 sec): 3 clusters
  Score: Raw -848607.149383 + Penalty 4313.883483 = -844293.265900
  nChanged 2390
		SP:Iteration 1F (63991.360000 sec): 3 clusters
  Score: Raw -850243.431291 + Penalty 4313.883483 = -845929.547808
  nChanged 575
		SP:Iteration 2F (63991.570000 sec): 3 clusters
  Score: Raw -850762.365983 + Penalty 4313.883483 = -846448.482500
  nChanged 452
		SP:Iteration 3F (63991.720000 sec): 3 clusters
  Score: Raw -851206.359291 + Penalty 4313.883483 = -846892.475809
  nChanged 389
		SP:Iteration 4F (63991.900000 sec): 3 clusters
  Score: Raw -851577.394371 + Penalty 4313.883483 = -847263.510888
  nChanged 334
		SP:Iteration 5F (63992.140000 sec): 3 clusters
  Score: Raw -851876.531445 + Penalty 4313.883483 = -847562.647963
  nChanged 255
		SP:Iteration 6Q (63992.340000 sec): 3 clusters
  Score: Raw -852062.476473 + Penalty 4313.883483 = -847748.592991
  nChanged 198
		SP:Iteration 7Q (63992.470000 sec): 3 clusters
  Score: Raw -852218.143814 + Penalty 4313.883483 = -847904.260332
  nChanged 151
		SP:Iteration 8Q (63992.700000 sec): 3 clusters
  Score: Raw -852319.977754 + Penalty 4313.883483 = -848006.094271
  nChanged 142
		SP:Iteration 9Q (63992.870000 sec): 3 clusters
  Score: Raw -852417.885048 + Penalty 4313.883483 = -848104.001565
  nChanged 127
		SP:Iteration 10Q (63993.050000 sec): 3 clusters
  Score: Raw -852498.823176 + Penalty 4313.883483 = -848184.939694
  nChanged 94
		SP:Iteration 11Q (63993.270000 sec): 3 clusters
  Score: Raw -852556.392204 + Penalty 4313.883483 = -848242.508721
  nChanged 93
		SP:Iteration 12Q (63993.410000 sec): 3 clusters
  Score: Raw -852613.155870 + Penalty 4313.883483 = -848299.272388
  nChanged 81
		SP:Iteration 13Q (63993.630000 sec): 3 clusters
  Score: Raw -852654.320033 + Penalty 4313.883483 = -848340.436550
  nChanged 56
		SP:Iteration 14Q (63993.770000 sec): 3 clusters
  Score: Raw -852682.263803 + Penalty 4313.883483 = -848368.380320
  nChanged 49
		SP:Iteration 15Q (63993.980000 sec): 3 clusters
  Score: Raw -852705.998043 + Penalty 4313.883483 = -848392.114560
  nChanged 53
		SP:Iteration 16Q (63994.120000 sec): 3 clusters
  Score: Raw -852731.439298 + Penalty 4313.883483 = -848417.555816
  nChanged 35
		SP:Iteration 17Q (63994.280000 sec): 3 clusters
  Score: Raw -852745.244198 + Penalty 4313.883483 = -848431.360716
  nChanged 26
		SP:Iteration 18Q (63994.460000 sec): 3 clusters
  Score: Raw -852755.088737 + Penalty 4313.883483 = -848441.205255
  nChanged 18
		SP:Iteration 19Q (63994.630000 sec): 3 clusters
  Score: Raw -852761.834939 + Penalty 4313.883483 = -848447.951457
  nChanged 14
		SP:Iteration 20F (63994.870000 sec): 3 clusters
  Score: Raw -852767.945250 + Penalty 4313.883483 = -848454.061768
  nChanged 17
		SP:Iteration 21Q (63995.070000 sec): 3 clusters
  Score: Raw -852778.873486 + Penalty 4313.883483 = -848464.990004
  nChanged 21
		SP:Iteration 22Q (63995.270000 sec): 3 clusters
  Score: Raw -852789.454635 + Penalty 4313.883483 = -848475.571152
  nChanged 22
		SP:Iteration 23Q (63995.470000 sec): 3 clusters
  Score: Raw -852800.878699 + Penalty 4313.883483 = -848486.995216
  nChanged 18
		SP:Iteration 24Q (63995.690000 sec): 3 clusters
  Score: Raw -852814.051650 + Penalty 4313.883483 = -848500.168167
  nChanged 36
		SP:Iteration 25Q (63995.930000 sec): 3 clusters
  Score: Raw -852833.687219 + Penalty 4313.883483 = -848519.803736
  nChanged 28
		SP:Iteration 26Q (63996.150000 sec): 3 clusters
  Score: Raw -852851.273530 + Penalty 4313.883483 = -848537.390048
  nChanged 22
		SP:Iteration 27Q (63996.310000 sec): 3 clusters
  Score: Raw -852861.627521 + Penalty 4313.883483 = -848547.744038
  nChanged 29
		SP:Iteration 28Q (63996.470000 sec): 3 clusters
  Score: Raw -852872.707813 + Penalty 4313.883483 = -848558.824331
  nChanged 22
		SP:Iteration 29Q (63996.650000 sec): 3 clusters
  Score: Raw -852880.380681 + Penalty 4313.883483 = -848566.497198
  nChanged 20
		SP:Iteration 30Q (63996.840000 sec): 3 clusters
  Score: Raw -852888.599107 + Penalty 4313.883483 = -848574.715624
  nChanged 19
		SP:Iteration 31Q (63996.990000 sec): 3 clusters
  Score: Raw -852893.050104 + Penalty 4313.883483 = -848579.166621
  nChanged 13
		SP:Iteration 32Q (63997.170000 sec): 3 clusters
  Score: Raw -852897.200524 + Penalty 4313.883483 = -848583.317041
  nChanged 11
		SP:Iteration 33Q (63997.340000 sec): 3 clusters
  Score: Raw -852900.770721 + Penalty 4313.883483 = -848586.887238
  nChanged 12
		SP:Iteration 34Q (63997.540000 sec): 3 clusters
  Score: Raw -852903.802377 + Penalty 4313.883483 = -848589.918895
  nChanged 3
		SP:Iteration 35Q (63997.730000 sec): 3 clusters
  Score: Raw -852904.247289 + Penalty 4313.883483 = -848590.363806
  nChanged 0
		SP:Iteration 36F (63997.950000 sec): 3 clusters
  Score: Raw -852904.247289 + Penalty 4313.883483 = -848590.363806
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (39108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63998.320000 sec): 2 clusters
  Score: Raw -5961612.870298 + Penalty 2622.372417 = -5958990.497880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63998.810000 sec): 3 clusters
  Score: Raw -5937600.882999 + Penalty 5244.744835 = -5932356.138164
  nChanged 17851
		SP:Iteration 1F (63999.220000 sec): 3 clusters
  Score: Raw -5947292.505999 + Penalty 5244.744835 = -5942047.761164
  nChanged 1761
		SP:Iteration 2Q (63999.670000 sec): 3 clusters
  Score: Raw -5947849.939512 + Penalty 5244.744835 = -5942605.194677
  nChanged 1693
		SP:Iteration 3Q (64000.220000 sec): 3 clusters
  Score: Raw -5948374.487274 + Penalty 5244.744835 = -5943129.742439
  nChanged 1505
		SP:Iteration 4Q (64000.700000 sec): 3 clusters
  Score: Raw -5948855.893101 + Penalty 5244.744835 = -5943611.148266
  nChanged 1517
		SP:Iteration 5Q (64001.210000 sec): 3 clusters
  Score: Raw -5949380.126488 + Penalty 5244.744835 = -5944135.381653
  nChanged 1495
		SP:Iteration 6Q (64001.690000 sec): 3 clusters
  Score: Raw -5949968.449830 + Penalty 5244.744835 = -5944723.704995
  nChanged 1632
		SP:Iteration 7Q (64002.140000 sec): 3 clusters
  Score: Raw -5950678.010053 + Penalty 5244.744835 = -5945433.265218
  nChanged 1754
		SP:Iteration 8Q (64002.670000 sec): 3 clusters
  Score: Raw -5951515.419782 + Penalty 5244.744835 = -5946270.674947
  nChanged 1821
		SP:Iteration 9Q (64003.200000 sec): 3 clusters
  Score: Raw -5952346.022990 + Penalty 5244.744835 = -5947101.278155
  nChanged 1788
		SP:Iteration 10Q (64003.660000 sec): 3 clusters
  Score: Raw -5953124.201055 + Penalty 5244.744835 = -5947879.456220
  nChanged 1614
		SP:Iteration 11Q (64004.110000 sec): 3 clusters
  Score: Raw -5953767.119218 + Penalty 5244.744835 = -5948522.374383
  nChanged 1376
		SP:Iteration 12Q (64004.630000 sec): 3 clusters
  Score: Raw -5954225.909404 + Penalty 5244.744835 = -5948981.164569
  nChanged 1169
		SP:Iteration 13Q (64005.060000 sec): 3 clusters
  Score: Raw -5954573.924336 + Penalty 5244.744835 = -5949329.179501
  nChanged 1020
		SP:Iteration 14Q (64005.600000 sec): 3 clusters
  Score: Raw -5954858.783582 + Penalty 5244.744835 = -5949614.038747
  nChanged 899
		SP:Iteration 15Q (64006.110000 sec): 3 clusters
  Score: Raw -5955107.127941 + Penalty 5244.744835 = -5949862.383106
  nChanged 849
		SP:Iteration 16Q (64006.610000 sec): 3 clusters
  Score: Raw -5955339.239580 + Penalty 5244.744835 = -5950094.494745
  nChanged 805
		SP:Iteration 17Q (64007.120000 sec): 3 clusters
  Score: Raw -5955569.562321 + Penalty 5244.744835 = -5950324.817486
  nChanged 822
		SP:Iteration 18Q (64007.510000 sec): 3 clusters
  Score: Raw -5955822.778563 + Penalty 5244.744835 = -5950578.033728
  nChanged 865
		SP:Iteration 19Q (64007.960000 sec): 3 clusters
  Score: Raw -5956125.323217 + Penalty 5244.744835 = -5950880.578382
  nChanged 923
		SP:Iteration 20F (64008.320000 sec): 3 clusters
  Score: Raw -5956478.575344 + Penalty 5244.744835 = -5951233.830509
  nChanged 999
		SP:Iteration 21Q (64008.790000 sec): 3 clusters
  Score: Raw -5956908.245011 + Penalty 5244.744835 = -5951663.500176
  nChanged 1017
		SP:Iteration 22Q (64009.320000 sec): 3 clusters
  Score: Raw -5957403.595100 + Penalty 5244.744835 = -5952158.850265
  nChanged 1091
		SP:Iteration 23Q (64009.800000 sec): 3 clusters
  Score: Raw -5957978.049998 + Penalty 5244.744835 = -5952733.305163
  nChanged 1034
		SP:Iteration 24Q (64010.310000 sec): 3 clusters
  Score: Raw -5958532.000768 + Penalty 5244.744835 = -5953287.255933
  nChanged 975
		SP:Iteration 25Q (64010.750000 sec): 3 clusters
  Score: Raw -5959049.063090 + Penalty 5244.744835 = -5953804.318255
  nChanged 897
		SP:Iteration 26Q (64011.220000 sec): 3 clusters
  Score: Raw -5959520.470642 + Penalty 5244.744835 = -5954275.725807
  nChanged 831
		SP:Iteration 27Q (64011.690000 sec): 3 clusters
  Score: Raw -5959947.438861 + Penalty 5244.744835 = -5954702.694026
  nChanged 717
		SP:Iteration 28Q (64012.120000 sec): 3 clusters
  Score: Raw -5960276.479056 + Penalty 5244.744835 = -5955031.734221
  nChanged 663
		SP:Iteration 29Q (64012.570000 sec): 3 clusters
  Score: Raw -5960604.384197 + Penalty 5244.744835 = -5955359.639362
  nChanged 620
		SP:Iteration 30Q (64013.030000 sec): 3 clusters
  Score: Raw -5960945.004172 + Penalty 5244.744835 = -5955700.259337
  nChanged 609
		SP:Iteration 31Q (64013.450000 sec): 3 clusters
  Score: Raw -5961264.180315 + Penalty 5244.744835 = -5956019.435480
  nChanged 533
		SP:Iteration 32Q (64013.940000 sec): 3 clusters
  Score: Raw -5961544.950131 + Penalty 5244.744835 = -5956300.205296
  nChanged 476
		SP:Iteration 33Q (64014.370000 sec): 3 clusters
  Score: Raw -5961801.047565 + Penalty 5244.744835 = -5956556.302730
  nChanged 439
		SP:Iteration 34Q (64014.850000 sec): 3 clusters
  Score: Raw -5962070.209319 + Penalty 5244.744835 = -5956825.464484
  nChanged 396
		SP:Iteration 35Q (64015.330000 sec): 3 clusters
  Score: Raw -5962327.088750 + Penalty 5244.744835 = -5957082.343915
  nChanged 335
		SP:Iteration 36Q (64015.750000 sec): 3 clusters
  Score: Raw -5962519.992363 + Penalty 5244.744835 = -5957275.247528
  nChanged 252
		SP:Iteration 37Q (64016.220000 sec): 3 clusters
  Score: Raw -5962642.154429 + Penalty 5244.744835 = -5957397.409594
  nChanged 195
		SP:Iteration 38Q (64016.680000 sec): 3 clusters
  Score: Raw -5962725.210794 + Penalty 5244.744835 = -5957480.465959
  nChanged 167
		SP:Iteration 39Q (64017.180000 sec): 3 clusters
  Score: Raw -5962798.111417 + Penalty 5244.744835 = -5957553.366582
  nChanged 142
		SP:Iteration 40F (64017.700000 sec): 3 clusters
  Score: Raw -5962851.767526 + Penalty 5244.744835 = -5957607.022691
  nChanged 104
		SP:Iteration 41Q (64018.200000 sec): 3 clusters
  Score: Raw -5962888.711305 + Penalty 5244.744835 = -5957643.966470
  nChanged 67
		SP:Iteration 42Q (64018.650000 sec): 3 clusters
  Score: Raw -5962911.563183 + Penalty 5244.744835 = -5957666.818348
  nChanged 48
		SP:Iteration 43Q (64019.110000 sec): 3 clusters
  Score: Raw -5962925.081707 + Penalty 5244.744835 = -5957680.336872
  nChanged 39
		SP:Iteration 44Q (64019.580000 sec): 3 clusters
  Score: Raw -5962936.799876 + Penalty 5244.744835 = -5957692.055041
  nChanged 29
		SP:Iteration 45Q (64020.090000 sec): 3 clusters
  Score: Raw -5962944.027098 + Penalty 5244.744835 = -5957699.282263
  nChanged 23
		SP:Iteration 46Q (64020.490000 sec): 3 clusters
  Score: Raw -5962949.425219 + Penalty 5244.744835 = -5957704.680384
  nChanged 21
		SP:Iteration 47Q (64020.900000 sec): 3 clusters
  Score: Raw -5962955.622836 + Penalty 5244.744835 = -5957710.878001
  nChanged 24
		SP:Iteration 48Q (64021.330000 sec): 3 clusters
  Score: Raw -5962961.160931 + Penalty 5244.744835 = -5957716.416096
  nChanged 17
		SP:Iteration 49Q (64021.720000 sec): 3 clusters
  Score: Raw -5962965.129862 + Penalty 5244.744835 = -5957720.385027
  nChanged 12
		SP:Iteration 50Q (64022.160000 sec): 3 clusters
  Score: Raw -5962968.202782 + Penalty 5244.744835 = -5957723.457947
  nChanged 17
		SP:Iteration 51Q (64022.690000 sec): 3 clusters
  Score: Raw -5962971.216700 + Penalty 5244.744835 = -5957726.471865
  nChanged 10
		SP:Iteration 52Q (64023.190000 sec): 3 clusters
  Score: Raw -5962973.270432 + Penalty 5244.744835 = -5957728.525597
  nChanged 9
		SP:Iteration 53Q (64023.590000 sec): 3 clusters
  Score: Raw -5962975.023707 + Penalty 5244.744835 = -5957730.278872
  nChanged 6
		SP:Iteration 54Q (64024.000000 sec): 3 clusters
  Score: Raw -5962976.103490 + Penalty 5244.744835 = -5957731.358655
  nChanged 3
		SP:Iteration 55Q (64024.480000 sec): 3 clusters
  Score: Raw -5962976.704404 + Penalty 5244.744835 = -5957731.959569
  nChanged 1
		SP:Iteration 56Q (64024.970000 sec): 3 clusters
  Score: Raw -5962977.033292 + Penalty 5244.744835 = -5957732.288457
  nChanged 1
		SP:Iteration 57Q (64025.430000 sec): 3 clusters
  Score: Raw -5962977.446110 + Penalty 5244.744835 = -5957732.701275
  nChanged 3
		SP:Iteration 58Q (64025.900000 sec): 3 clusters
  Score: Raw -5962978.170497 + Penalty 5244.744835 = -5957733.425662
  nChanged 5
		SP:Iteration 59Q (64026.380000 sec): 3 clusters
  Score: Raw -5962979.238844 + Penalty 5244.744835 = -5957734.494009
  nChanged 6
		SP:Iteration 60F (64026.810000 sec): 3 clusters
  Score: Raw -5962980.483514 + Penalty 5244.744835 = -5957735.738679
  nChanged 2
		SP:Iteration 61Q (64027.250000 sec): 3 clusters
  Score: Raw -5962980.980795 + Penalty 5244.744835 = -5957736.235960
  nChanged 0
		SP:Iteration 62F (64027.740000 sec): 3 clusters
  Score: Raw -5962980.980795 + Penalty 5244.744835 = -5957736.235960
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (4411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64027.900000 sec): 2 clusters
  Score: Raw -681390.754636 + Penalty 2081.180462 = -679309.574175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64028.010000 sec): 3 clusters
  Score: Raw -679321.687165 + Penalty 4162.360923 = -675159.326242
  nChanged 1623
		SP:Iteration 1F (64028.160000 sec): 3 clusters
  Score: Raw -680319.151462 + Penalty 4162.360923 = -676156.790539
  nChanged 374
		SP:Iteration 2F (64028.330000 sec): 3 clusters
  Score: Raw -680561.891489 + Penalty 4162.360923 = -676399.530565
  nChanged 237
		SP:Iteration 3F (64028.520000 sec): 3 clusters
  Score: Raw -680713.003414 + Penalty 4162.360923 = -676550.642490
  nChanged 169
		SP:Iteration 4Q (64028.670000 sec): 3 clusters
  Score: Raw -680812.768220 + Penalty 4162.360923 = -676650.407297
  nChanged 140
		SP:Iteration 5Q (64028.880000 sec): 3 clusters
  Score: Raw -680888.968727 + Penalty 4162.360923 = -676726.607804
  nChanged 123
		SP:Iteration 6Q (64029.010000 sec): 3 clusters
  Score: Raw -680966.723792 + Penalty 4162.360923 = -676804.362869
  nChanged 133
		SP:Iteration 7Q (64029.220000 sec): 3 clusters
  Score: Raw -681058.391695 + Penalty 4162.360923 = -676896.030772
  nChanged 135
		SP:Iteration 8Q (64029.420000 sec): 3 clusters
  Score: Raw -681161.720470 + Penalty 4162.360923 = -676999.359547
  nChanged 126
		SP:Iteration 9Q (64029.530000 sec): 3 clusters
  Score: Raw -681269.797677 + Penalty 4162.360923 = -677107.436754
  nChanged 122
		SP:Iteration 10Q (64029.730000 sec): 3 clusters
  Score: Raw -681360.665506 + Penalty 4162.360923 = -677198.304582
  nChanged 112
		SP:Iteration 11Q (64029.880000 sec): 3 clusters
  Score: Raw -681438.431204 + Penalty 4162.360923 = -677276.070280
  nChanged 99
		SP:Iteration 12Q (64030.060000 sec): 3 clusters
  Score: Raw -681507.722219 + Penalty 4162.360923 = -677345.361296
  nChanged 83
		SP:Iteration 13Q (64030.260000 sec): 3 clusters
  Score: Raw -681569.858854 + Penalty 4162.360923 = -677407.497931
  nChanged 82
		SP:Iteration 14Q (64030.460000 sec): 3 clusters
  Score: Raw -681625.325670 + Penalty 4162.360923 = -677462.964747
  nChanged 54
		SP:Iteration 15Q (64030.610000 sec): 3 clusters
  Score: Raw -681667.294146 + Penalty 4162.360923 = -677504.933222
  nChanged 41
		SP:Iteration 16Q (64030.880000 sec): 3 clusters
  Score: Raw -681694.133404 + Penalty 4162.360923 = -677531.772480
  nChanged 34
		SP:Iteration 17Q (64031.060000 sec): 3 clusters
  Score: Raw -681717.224519 + Penalty 4162.360923 = -677554.863596
  nChanged 29
		SP:Iteration 18Q (64031.220000 sec): 3 clusters
  Score: Raw -681738.867215 + Penalty 4162.360923 = -677576.506292
  nChanged 29
		SP:Iteration 19Q (64031.450000 sec): 3 clusters
  Score: Raw -681759.534577 + Penalty 4162.360923 = -677597.173654
  nChanged 27
		SP:Iteration 20F (64031.670000 sec): 3 clusters
  Score: Raw -681775.195795 + Penalty 4162.360923 = -677612.834872
  nChanged 19
		SP:Iteration 21Q (64031.910000 sec): 3 clusters
  Score: Raw -681786.959501 + Penalty 4162.360923 = -677624.598577
  nChanged 17
		SP:Iteration 22Q (64032.140000 sec): 3 clusters
  Score: Raw -681796.437168 + Penalty 4162.360923 = -677634.076244
  nChanged 10
		SP:Iteration 23Q (64032.320000 sec): 3 clusters
  Score: Raw -681801.429830 + Penalty 4162.360923 = -677639.068907
  nChanged 10
		SP:Iteration 24Q (64032.500000 sec): 3 clusters
  Score: Raw -681807.040446 + Penalty 4162.360923 = -677644.679522
  nChanged 9
		SP:Iteration 25Q (64032.760000 sec): 3 clusters
  Score: Raw -681812.226430 + Penalty 4162.360923 = -677649.865507
  nChanged 6
		SP:Iteration 26Q (64032.940000 sec): 3 clusters
  Score: Raw -681815.945190 + Penalty 4162.360923 = -677653.584267
  nChanged 4
		SP:Iteration 27Q (64033.210000 sec): 3 clusters
  Score: Raw -681817.155826 + Penalty 4162.360923 = -677654.794903
  nChanged 4
		SP:Iteration 28Q (64033.390000 sec): 3 clusters
  Score: Raw -681819.235448 + Penalty 4162.360923 = -677656.874525
  nChanged 5
		SP:Iteration 29Q (64033.620000 sec): 3 clusters
  Score: Raw -681821.592616 + Penalty 4162.360923 = -677659.231693
  nChanged 4
		SP:Iteration 30Q (64033.800000 sec): 3 clusters
  Score: Raw -681823.683187 + Penalty 4162.360923 = -677661.322264
  nChanged 4
		SP:Iteration 31Q (64034.050000 sec): 3 clusters
  Score: Raw -681826.045678 + Penalty 4162.360923 = -677663.684755
  nChanged 4
		SP:Iteration 32Q (64034.290000 sec): 3 clusters
  Score: Raw -681828.192606 + Penalty 4162.360923 = -677665.831683
  nChanged 6
		SP:Iteration 33Q (64034.470000 sec): 3 clusters
  Score: Raw -681831.573025 + Penalty 4162.360923 = -677669.212102
  nChanged 5
		SP:Iteration 34Q (64034.630000 sec): 3 clusters
  Score: Raw -681834.357796 + Penalty 4162.360923 = -677671.996873
  nChanged 3
		SP:Iteration 35Q (64034.820000 sec): 3 clusters
  Score: Raw -681835.249549 + Penalty 4162.360923 = -677672.888626
  nChanged 0
		SP:Iteration 36F (64034.960000 sec): 3 clusters
  Score: Raw -681835.249549 + Penalty 4162.360923 = -677672.888626
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (2662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64035.080000 sec): 2 clusters
  Score: Raw -423722.999025 + Penalty 1955.934584 = -421767.064441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64035.230000 sec): 3 clusters
  Score: Raw -422652.894962 + Penalty 3911.869167 = -418741.025794
  nChanged 893
		SP:Iteration 1F (64035.440000 sec): 3 clusters
  Score: Raw -423229.673086 + Penalty 3911.869167 = -419317.803919
  nChanged 186
		SP:Iteration 2F (64035.610000 sec): 3 clusters
  Score: Raw -423358.362813 + Penalty 3911.869167 = -419446.493645
  nChanged 104
		SP:Iteration 3Q (64035.770000 sec): 3 clusters
  Score: Raw -423431.471038 + Penalty 3911.869167 = -419519.601870
  nChanged 72
		SP:Iteration 4Q (64035.940000 sec): 3 clusters
  Score: Raw -423480.278778 + Penalty 3911.869167 = -419568.409611
  nChanged 47
		SP:Iteration 5Q (64036.100000 sec): 3 clusters
  Score: Raw -423513.170306 + Penalty 3911.869167 = -419601.301139
  nChanged 47
		SP:Iteration 6Q (64036.230000 sec): 3 clusters
  Score: Raw -423542.972292 + Penalty 3911.869167 = -419631.103125
  nChanged 37
		SP:Iteration 7Q (64036.450000 sec): 3 clusters
  Score: Raw -423567.072032 + Penalty 3911.869167 = -419655.202865
  nChanged 40
		SP:Iteration 8Q (64036.640000 sec): 3 clusters
  Score: Raw -423589.077484 + Penalty 3911.869167 = -419677.208317
  nChanged 33
		SP:Iteration 9Q (64036.750000 sec): 3 clusters
  Score: Raw -423607.528064 + Penalty 3911.869167 = -419695.658897
  nChanged 28
		SP:Iteration 10Q (64036.900000 sec): 3 clusters
  Score: Raw -423624.010431 + Penalty 3911.869167 = -419712.141263
  nChanged 21
		SP:Iteration 11Q (64037.040000 sec): 3 clusters
  Score: Raw -423637.297569 + Penalty 3911.869167 = -419725.428402
  nChanged 18
		SP:Iteration 12Q (64037.180000 sec): 3 clusters
  Score: Raw -423646.829532 + Penalty 3911.869167 = -419734.960364
  nChanged 11
		SP:Iteration 13Q (64037.380000 sec): 3 clusters
  Score: Raw -423652.218010 + Penalty 3911.869167 = -419740.348842
  nChanged 11
		SP:Iteration 14Q (64037.520000 sec): 3 clusters
  Score: Raw -423657.734164 + Penalty 3911.869167 = -419745.864996
  nChanged 14
		SP:Iteration 15Q (64037.620000 sec): 3 clusters
  Score: Raw -423667.135193 + Penalty 3911.869167 = -419755.266025
  nChanged 19
		SP:Iteration 16Q (64037.760000 sec): 3 clusters
  Score: Raw -423679.506956 + Penalty 3911.869167 = -419767.637788
  nChanged 24
		SP:Iteration 17Q (64037.910000 sec): 3 clusters
  Score: Raw -423692.909680 + Penalty 3911.869167 = -419781.040512
  nChanged 15
		SP:Iteration 18Q (64038.050000 sec): 3 clusters
  Score: Raw -423702.208821 + Penalty 3911.869167 = -419790.339653
  nChanged 14
		SP:Iteration 19Q (64038.200000 sec): 3 clusters
  Score: Raw -423709.410202 + Penalty 3911.869167 = -419797.541035
  nChanged 11
		SP:Iteration 20F (64038.340000 sec): 3 clusters
  Score: Raw -423716.638034 + Penalty 3911.869167 = -419804.768867
  nChanged 13
		SP:Iteration 21Q (64038.480000 sec): 3 clusters
  Score: Raw -423722.844903 + Penalty 3911.869167 = -419810.975735
  nChanged 11
		SP:Iteration 22Q (64038.620000 sec): 3 clusters
  Score: Raw -423726.768062 + Penalty 3911.869167 = -419814.898894
  nChanged 7
		SP:Iteration 23Q (64038.770000 sec): 3 clusters
  Score: Raw -423730.845095 + Penalty 3911.869167 = -419818.975928
  nChanged 6
		SP:Iteration 24Q (64038.900000 sec): 3 clusters
  Score: Raw -423734.200736 + Penalty 3911.869167 = -419822.331568
  nChanged 7
		SP:Iteration 25Q (64039.090000 sec): 3 clusters
  Score: Raw -423737.837207 + Penalty 3911.869167 = -419825.968039
  nChanged 11
		SP:Iteration 26Q (64039.260000 sec): 3 clusters
  Score: Raw -423742.125405 + Penalty 3911.869167 = -419830.256238
  nChanged 8
		SP:Iteration 27Q (64039.420000 sec): 3 clusters
  Score: Raw -423747.275768 + Penalty 3911.869167 = -419835.406601
  nChanged 14
		SP:Iteration 28Q (64039.560000 sec): 3 clusters
  Score: Raw -423754.029965 + Penalty 3911.869167 = -419842.160798
  nChanged 10
		SP:Iteration 29Q (64039.740000 sec): 3 clusters
  Score: Raw -423759.054136 + Penalty 3911.869167 = -419847.184968
  nChanged 7
		SP:Iteration 30Q (64039.890000 sec): 3 clusters
  Score: Raw -423764.288225 + Penalty 3911.869167 = -419852.419058
  nChanged 13
		SP:Iteration 31Q (64040.040000 sec): 3 clusters
  Score: Raw -423773.013328 + Penalty 3911.869167 = -419861.144161
  nChanged 9
		SP:Iteration 32Q (64040.180000 sec): 3 clusters
  Score: Raw -423777.835552 + Penalty 3911.869167 = -419865.966384
  nChanged 5
		SP:Iteration 33Q (64040.320000 sec): 3 clusters
  Score: Raw -423780.550873 + Penalty 3911.869167 = -419868.681706
  nChanged 3
		SP:Iteration 34Q (64040.440000 sec): 3 clusters
  Score: Raw -423782.070987 + Penalty 3911.869167 = -419870.201820
  nChanged 2
		SP:Iteration 35Q (64040.580000 sec): 3 clusters
  Score: Raw -423782.759681 + Penalty 3911.869167 = -419870.890513
  nChanged 0
		SP:Iteration 36F (64040.720000 sec): 3 clusters
  Score: Raw -423782.759681 + Penalty 3911.869167 = -419870.890513
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (17005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64040.920000 sec): 2 clusters
  Score: Raw -2720227.758452 + Penalty 2415.833149 = -2717811.925303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64041.250000 sec): 3 clusters
  Score: Raw -2710518.775555 + Penalty 4831.666298 = -2705687.109257
  nChanged 7392
		SP:Iteration 1F (64041.580000 sec): 3 clusters
  Score: Raw -2714446.835411 + Penalty 4831.666298 = -2709615.169113
  nChanged 966
		SP:Iteration 2F (64041.850000 sec): 3 clusters
  Score: Raw -2714855.428359 + Penalty 4831.666298 = -2710023.762061
  nChanged 830
		SP:Iteration 3Q (64042.150000 sec): 3 clusters
  Score: Raw -2715245.767727 + Penalty 4831.666298 = -2710414.101429
  nChanged 880
		SP:Iteration 4F (64042.570000 sec): 3 clusters
  Score: Raw -2715755.391347 + Penalty 4831.666298 = -2710923.725049
  nChanged 977
		SP:Iteration 5F (64042.970000 sec): 3 clusters
  Score: Raw -2716442.665660 + Penalty 4831.666298 = -2711610.999362
  nChanged 1089
		SP:Iteration 6F (64043.240000 sec): 3 clusters
  Score: Raw -2717321.146164 + Penalty 4831.666298 = -2712489.479866
  nChanged 1231
		SP:Iteration 7F (64043.550000 sec): 3 clusters
  Score: Raw -2718425.148008 + Penalty 4831.666298 = -2713593.481710
  nChanged 1254
		SP:Iteration 8F (64043.830000 sec): 3 clusters
  Score: Raw -2719503.618086 + Penalty 4831.666298 = -2714671.951788
  nChanged 1091
		SP:Iteration 9F (64044.140000 sec): 3 clusters
  Score: Raw -2720341.321237 + Penalty 4831.666298 = -2715509.654939
  nChanged 814
		SP:Iteration 10Q (64044.460000 sec): 3 clusters
  Score: Raw -2720847.195837 + Penalty 4831.666298 = -2716015.529539
  nChanged 566
		SP:Iteration 11Q (64044.750000 sec): 3 clusters
  Score: Raw -2721123.691950 + Penalty 4831.666298 = -2716292.025652
  nChanged 400
		SP:Iteration 12Q (64045.120000 sec): 3 clusters
  Score: Raw -2721280.443009 + Penalty 4831.666298 = -2716448.776711
  nChanged 330
		SP:Iteration 13Q (64045.490000 sec): 3 clusters
  Score: Raw -2721404.203838 + Penalty 4831.666298 = -2716572.537540
  nChanged 275
		SP:Iteration 14Q (64045.820000 sec): 3 clusters
  Score: Raw -2721495.963508 + Penalty 4831.666298 = -2716664.297210
  nChanged 235
		SP:Iteration 15Q (64046.130000 sec): 3 clusters
  Score: Raw -2721565.683459 + Penalty 4831.666298 = -2716734.017161
  nChanged 215
		SP:Iteration 16Q (64046.430000 sec): 3 clusters
  Score: Raw -2721626.459176 + Penalty 4831.666298 = -2716794.792878
  nChanged 198
		SP:Iteration 17Q (64046.740000 sec): 3 clusters
  Score: Raw -2721676.318881 + Penalty 4831.666298 = -2716844.652583
  nChanged 206
		SP:Iteration 18Q (64047.040000 sec): 3 clusters
  Score: Raw -2721725.213725 + Penalty 4831.666298 = -2716893.547427
  nChanged 188
		SP:Iteration 19Q (64047.380000 sec): 3 clusters
  Score: Raw -2721772.207428 + Penalty 4831.666298 = -2716940.541130
  nChanged 173
		SP:Iteration 20F (64047.700000 sec): 3 clusters
  Score: Raw -2721809.130013 + Penalty 4831.666298 = -2716977.463715
  nChanged 148
		SP:Iteration 21Q (64048.030000 sec): 3 clusters
  Score: Raw -2721840.978195 + Penalty 4831.666298 = -2717009.311897
  nChanged 135
		SP:Iteration 22Q (64048.330000 sec): 3 clusters
  Score: Raw -2721871.336255 + Penalty 4831.666298 = -2717039.669957
  nChanged 125
		SP:Iteration 23Q (64048.610000 sec): 3 clusters
  Score: Raw -2721899.063577 + Penalty 4831.666298 = -2717067.397279
  nChanged 138
		SP:Iteration 24Q (64048.920000 sec): 3 clusters
  Score: Raw -2721929.764099 + Penalty 4831.666298 = -2717098.097801
  nChanged 138
		SP:Iteration 25Q (64049.190000 sec): 3 clusters
  Score: Raw -2721960.014419 + Penalty 4831.666298 = -2717128.348121
  nChanged 119
		SP:Iteration 26Q (64049.500000 sec): 3 clusters
  Score: Raw -2721983.138638 + Penalty 4831.666298 = -2717151.472340
  nChanged 107
		SP:Iteration 27Q (64049.780000 sec): 3 clusters
  Score: Raw -2722004.491892 + Penalty 4831.666298 = -2717172.825595
  nChanged 100
		SP:Iteration 28Q (64050.060000 sec): 3 clusters
  Score: Raw -2722023.336432 + Penalty 4831.666298 = -2717191.670134
  nChanged 95
		SP:Iteration 29Q (64050.400000 sec): 3 clusters
  Score: Raw -2722041.379441 + Penalty 4831.666298 = -2717209.713143
  nChanged 101
		SP:Iteration 30Q (64050.700000 sec): 3 clusters
  Score: Raw -2722060.763109 + Penalty 4831.666298 = -2717229.096811
  nChanged 85
		SP:Iteration 31Q (64051.000000 sec): 3 clusters
  Score: Raw -2722075.371450 + Penalty 4831.666298 = -2717243.705152
  nChanged 71
		SP:Iteration 32Q (64051.350000 sec): 3 clusters
  Score: Raw -2722087.679217 + Penalty 4831.666298 = -2717256.012919
  nChanged 66
		SP:Iteration 33Q (64051.660000 sec): 3 clusters
  Score: Raw -2722098.284398 + Penalty 4831.666298 = -2717266.618100
  nChanged 49
		SP:Iteration 34Q (64051.960000 sec): 3 clusters
  Score: Raw -2722105.625783 + Penalty 4831.666298 = -2717273.959485
  nChanged 47
		SP:Iteration 35Q (64052.310000 sec): 3 clusters
  Score: Raw -2722115.117705 + Penalty 4831.666298 = -2717283.451407
  nChanged 59
		SP:Iteration 36Q (64052.560000 sec): 3 clusters
  Score: Raw -2722124.661490 + Penalty 4831.666298 = -2717292.995192
  nChanged 43
		SP:Iteration 37Q (64052.830000 sec): 3 clusters
  Score: Raw -2722130.922707 + Penalty 4831.666298 = -2717299.256409
  nChanged 51
		SP:Iteration 38Q (64053.140000 sec): 3 clusters
  Score: Raw -2722137.669309 + Penalty 4831.666298 = -2717306.003011
  nChanged 35
		SP:Iteration 39Q (64053.440000 sec): 3 clusters
  Score: Raw -2722142.667263 + Penalty 4831.666298 = -2717311.000965
  nChanged 27
		SP:Iteration 40F (64053.750000 sec): 3 clusters
  Score: Raw -2722146.038397 + Penalty 4831.666298 = -2717314.372099
  nChanged 26
		SP:Iteration 41Q (64053.990000 sec): 3 clusters
  Score: Raw -2722149.840062 + Penalty 4831.666298 = -2717318.173764
  nChanged 23
		SP:Iteration 42Q (64054.300000 sec): 3 clusters
  Score: Raw -2722153.313644 + Penalty 4831.666298 = -2717321.647346
  nChanged 28
		SP:Iteration 43Q (64054.560000 sec): 3 clusters
  Score: Raw -2722157.763525 + Penalty 4831.666298 = -2717326.097227
  nChanged 26
		SP:Iteration 44Q (64054.840000 sec): 3 clusters
  Score: Raw -2722161.937027 + Penalty 4831.666298 = -2717330.270729
  nChanged 23
		SP:Iteration 45Q (64055.110000 sec): 3 clusters
  Score: Raw -2722165.131844 + Penalty 4831.666298 = -2717333.465547
  nChanged 14
		SP:Iteration 46Q (64055.360000 sec): 3 clusters
  Score: Raw -2722167.252676 + Penalty 4831.666298 = -2717335.586378
  nChanged 19
		SP:Iteration 47Q (64055.680000 sec): 3 clusters
  Score: Raw -2722169.708898 + Penalty 4831.666298 = -2717338.042600
  nChanged 20
		SP:Iteration 48Q (64055.990000 sec): 3 clusters
  Score: Raw -2722172.801679 + Penalty 4831.666298 = -2717341.135381
  nChanged 20
		SP:Iteration 49Q (64056.260000 sec): 3 clusters
  Score: Raw -2722175.323537 + Penalty 4831.666298 = -2717343.657239
  nChanged 19
		SP:Iteration 50Q (64056.540000 sec): 3 clusters
  Score: Raw -2722178.029091 + Penalty 4831.666298 = -2717346.362793
  nChanged 19
		SP:Iteration 51Q (64056.870000 sec): 3 clusters
  Score: Raw -2722180.227225 + Penalty 4831.666298 = -2717348.560927
  nChanged 18
		SP:Iteration 52Q (64057.190000 sec): 3 clusters
  Score: Raw -2722182.169268 + Penalty 4831.666298 = -2717350.502970
  nChanged 11
		SP:Iteration 53Q (64057.510000 sec): 3 clusters
  Score: Raw -2722183.259437 + Penalty 4831.666298 = -2717351.593139
  nChanged 12
		SP:Iteration 54Q (64057.790000 sec): 3 clusters
  Score: Raw -2722184.747009 + Penalty 4831.666298 = -2717353.080711
  nChanged 12
		SP:Iteration 55Q (64058.050000 sec): 3 clusters
  Score: Raw -2722186.267240 + Penalty 4831.666298 = -2717354.600942
  nChanged 10
		SP:Iteration 56Q (64058.390000 sec): 3 clusters
  Score: Raw -2722187.707557 + Penalty 4831.666298 = -2717356.041259
  nChanged 10
		SP:Iteration 57Q (64058.720000 sec): 3 clusters
  Score: Raw -2722189.041550 + Penalty 4831.666298 = -2717357.375252
  nChanged 8
		SP:Iteration 58Q (64059.120000 sec): 3 clusters
  Score: Raw -2722190.075042 + Penalty 4831.666298 = -2717358.408744
  nChanged 9
		SP:Iteration 59Q (64059.400000 sec): 3 clusters
  Score: Raw -2722191.024972 + Penalty 4831.666298 = -2717359.358674
  nChanged 8
		SP:Iteration 60F (64059.740000 sec): 3 clusters
  Score: Raw -2722192.026051 + Penalty 4831.666298 = -2717360.359753
  nChanged 9
		SP:Iteration 61Q (64059.980000 sec): 3 clusters
  Score: Raw -2722193.121490 + Penalty 4831.666298 = -2717361.455193
  nChanged 11
		SP:Iteration 62Q (64060.370000 sec): 3 clusters
  Score: Raw -2722194.301577 + Penalty 4831.666298 = -2717362.635279
  nChanged 4
		SP:Iteration 63Q (64060.690000 sec): 3 clusters
  Score: Raw -2722194.993857 + Penalty 4831.666298 = -2717363.327559
  nChanged 6
		SP:Iteration 64Q (64061.040000 sec): 3 clusters
  Score: Raw -2722195.819528 + Penalty 4831.666298 = -2717364.153230
  nChanged 10
		SP:Iteration 65Q (64061.360000 sec): 3 clusters
  Score: Raw -2722196.930849 + Penalty 4831.666298 = -2717365.264551
  nChanged 9
		SP:Iteration 66Q (64061.680000 sec): 3 clusters
  Score: Raw -2722198.003619 + Penalty 4831.666298 = -2717366.337322
  nChanged 10
		SP:Iteration 67Q (64062.040000 sec): 3 clusters
  Score: Raw -2722199.502126 + Penalty 4831.666298 = -2717367.835828
  nChanged 12
		SP:Iteration 68Q (64062.310000 sec): 3 clusters
  Score: Raw -2722200.902111 + Penalty 4831.666298 = -2717369.235813
  nChanged 11
		SP:Iteration 69Q (64062.630000 sec): 3 clusters
  Score: Raw -2722202.279281 + Penalty 4831.666298 = -2717370.612983
  nChanged 9
		SP:Iteration 70Q (64062.980000 sec): 3 clusters
  Score: Raw -2722203.334695 + Penalty 4831.666298 = -2717371.668397
  nChanged 8
		SP:Iteration 71Q (64063.270000 sec): 3 clusters
  Score: Raw -2722204.921679 + Penalty 4831.666298 = -2717373.255381
  nChanged 11
		SP:Iteration 72Q (64063.580000 sec): 3 clusters
  Score: Raw -2722206.061846 + Penalty 4831.666298 = -2717374.395548
  nChanged 7
		SP:Iteration 73Q (64063.870000 sec): 3 clusters
  Score: Raw -2722206.706145 + Penalty 4831.666298 = -2717375.039847
  nChanged 8
		SP:Iteration 74Q (64064.130000 sec): 3 clusters
  Score: Raw -2722207.739270 + Penalty 4831.666298 = -2717376.072972
  nChanged 6
		SP:Iteration 75Q (64064.420000 sec): 3 clusters
  Score: Raw -2722208.745563 + Penalty 4831.666298 = -2717377.079265
  nChanged 9
		SP:Iteration 76Q (64064.670000 sec): 3 clusters
  Score: Raw -2722209.864646 + Penalty 4831.666298 = -2717378.198348
  nChanged 7
		SP:Iteration 77Q (64064.960000 sec): 3 clusters
  Score: Raw -2722210.665821 + Penalty 4831.666298 = -2717378.999523
  nChanged 6
		SP:Iteration 78Q (64065.250000 sec): 3 clusters
  Score: Raw -2722211.315904 + Penalty 4831.666298 = -2717379.649606
  nChanged 9
		SP:Iteration 79Q (64065.570000 sec): 3 clusters
  Score: Raw -2722212.278040 + Penalty 4831.666298 = -2717380.611742
  nChanged 8
		SP:Iteration 80F (64065.900000 sec): 3 clusters
  Score: Raw -2722213.191591 + Penalty 4831.666298 = -2717381.525293
  nChanged 6
		SP:Iteration 81Q (64066.240000 sec): 3 clusters
  Score: Raw -2722213.903073 + Penalty 4831.666298 = -2717382.236775
  nChanged 5
		SP:Iteration 82Q (64066.540000 sec): 3 clusters
  Score: Raw -2722214.421271 + Penalty 4831.666298 = -2717382.754973
  nChanged 4
		SP:Iteration 83Q (64066.820000 sec): 3 clusters
  Score: Raw -2722214.819718 + Penalty 4831.666298 = -2717383.153420
  nChanged 5
		SP:Iteration 84Q (64067.110000 sec): 3 clusters
  Score: Raw -2722215.280743 + Penalty 4831.666298 = -2717383.614445
  nChanged 6
		SP:Iteration 85Q (64067.450000 sec): 3 clusters
  Score: Raw -2722215.835316 + Penalty 4831.666298 = -2717384.169018
  nChanged 2
		SP:Iteration 86Q (64067.740000 sec): 3 clusters
  Score: Raw -2722216.121942 + Penalty 4831.666298 = -2717384.455644
  nChanged 4
		SP:Iteration 87Q (64068.070000 sec): 3 clusters
  Score: Raw -2722216.671919 + Penalty 4831.666298 = -2717385.005621
  nChanged 6
		SP:Iteration 88Q (64068.360000 sec): 3 clusters
  Score: Raw -2722217.333593 + Penalty 4831.666298 = -2717385.667295
  nChanged 3
		SP:Iteration 89Q (64068.740000 sec): 3 clusters
  Score: Raw -2722217.609903 + Penalty 4831.666298 = -2717385.943605
  nChanged 4
		SP:Iteration 90Q (64069.080000 sec): 3 clusters
  Score: Raw -2722218.240405 + Penalty 4831.666298 = -2717386.574107
  nChanged 1
		SP:Iteration 91Q (64069.380000 sec): 3 clusters
  Score: Raw -2722218.317723 + Penalty 4831.666298 = -2717386.651425
  nChanged 1
		SP:Iteration 92Q (64069.720000 sec): 3 clusters
  Score: Raw -2722218.385460 + Penalty 4831.666298 = -2717386.719162
  nChanged 1
		SP:Iteration 93Q (64070.020000 sec): 3 clusters
  Score: Raw -2722218.483340 + Penalty 4831.666298 = -2717386.817042
  nChanged 1
		SP:Iteration 94Q (64070.360000 sec): 3 clusters
  Score: Raw -2722218.552553 + Penalty 4831.666298 = -2717386.886255
  nChanged 0
		SP:Iteration 95F (64070.650000 sec): 3 clusters
  Score: Raw -2722218.552553 + Penalty 4831.666298 = -2717386.886255
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (2071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64070.760000 sec): 2 clusters
  Score: Raw -322525.876366 + Penalty 1893.675142 = -320632.201224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64070.930000 sec): 3 clusters
  Score: Raw -321787.288055 + Penalty 3787.350283 = -317999.937772
  nChanged 647
		SP:Iteration 1F (64071.110000 sec): 3 clusters
  Score: Raw -322297.957889 + Penalty 3787.350283 = -318510.607606
  nChanged 157
		SP:Iteration 2F (64071.290000 sec): 3 clusters
  Score: Raw -322460.347445 + Penalty 3787.350283 = -318672.997161
  nChanged 111
		SP:Iteration 3F (64071.460000 sec): 3 clusters
  Score: Raw -322601.120699 + Penalty 3787.350283 = -318813.770416
  nChanged 89
		SP:Iteration 4Q (64071.640000 sec): 3 clusters
  Score: Raw -322699.855717 + Penalty 3787.350283 = -318912.505434
  nChanged 63
		SP:Iteration 5Q (64071.810000 sec): 3 clusters
  Score: Raw -322769.969714 + Penalty 3787.350283 = -318982.619431
  nChanged 49
		SP:Iteration 6Q (64071.990000 sec): 3 clusters
  Score: Raw -322810.887548 + Penalty 3787.350283 = -319023.537264
  nChanged 36
		SP:Iteration 7Q (64072.170000 sec): 3 clusters
  Score: Raw -322834.372259 + Penalty 3787.350283 = -319047.021976
  nChanged 27
		SP:Iteration 8Q (64072.340000 sec): 3 clusters
  Score: Raw -322851.365043 + Penalty 3787.350283 = -319064.014760
  nChanged 25
		SP:Iteration 9Q (64072.520000 sec): 3 clusters
  Score: Raw -322867.121943 + Penalty 3787.350283 = -319079.771660
  nChanged 26
		SP:Iteration 10Q (64072.690000 sec): 3 clusters
  Score: Raw -322888.778880 + Penalty 3787.350283 = -319101.428597
  nChanged 28
		SP:Iteration 11Q (64072.870000 sec): 3 clusters
  Score: Raw -322912.207207 + Penalty 3787.350283 = -319124.856924
  nChanged 24
		SP:Iteration 12Q (64073.050000 sec): 3 clusters
  Score: Raw -322930.824389 + Penalty 3787.350283 = -319143.474106
  nChanged 23
		SP:Iteration 13Q (64073.220000 sec): 3 clusters
  Score: Raw -322952.339986 + Penalty 3787.350283 = -319164.989703
  nChanged 23
		SP:Iteration 14Q (64073.400000 sec): 3 clusters
  Score: Raw -322973.128521 + Penalty 3787.350283 = -319185.778238
  nChanged 22
		SP:Iteration 15Q (64073.570000 sec): 3 clusters
  Score: Raw -322991.294501 + Penalty 3787.350283 = -319203.944218
  nChanged 13
		SP:Iteration 16Q (64073.750000 sec): 3 clusters
  Score: Raw -323002.413652 + Penalty 3787.350283 = -319215.063369
  nChanged 15
		SP:Iteration 17Q (64073.920000 sec): 3 clusters
  Score: Raw -323012.132375 + Penalty 3787.350283 = -319224.782092
  nChanged 14
		SP:Iteration 18Q (64074.100000 sec): 3 clusters
  Score: Raw -323023.086147 + Penalty 3787.350283 = -319235.735863
  nChanged 14
		SP:Iteration 19Q (64074.270000 sec): 3 clusters
  Score: Raw -323030.999097 + Penalty 3787.350283 = -319243.648814
  nChanged 10
		SP:Iteration 20F (64074.450000 sec): 3 clusters
  Score: Raw -323036.628831 + Penalty 3787.350283 = -319249.278547
  nChanged 6
		SP:Iteration 21Q (64074.620000 sec): 3 clusters
  Score: Raw -323041.021786 + Penalty 3787.350283 = -319253.671503
  nChanged 5
		SP:Iteration 22Q (64074.800000 sec): 3 clusters
  Score: Raw -323045.515871 + Penalty 3787.350283 = -319258.165588
  nChanged 5
		SP:Iteration 23Q (64075.010000 sec): 3 clusters
  Score: Raw -323048.102591 + Penalty 3787.350283 = -319260.752308
  nChanged 3
		SP:Iteration 24Q (64075.190000 sec): 3 clusters
  Score: Raw -323050.047757 + Penalty 3787.350283 = -319262.697474
  nChanged 3
		SP:Iteration 25Q (64075.360000 sec): 3 clusters
  Score: Raw -323051.589743 + Penalty 3787.350283 = -319264.239459
  nChanged 3
		SP:Iteration 26Q (64075.530000 sec): 3 clusters
  Score: Raw -323053.530906 + Penalty 3787.350283 = -319266.180623
  nChanged 4
		SP:Iteration 27Q (64075.620000 sec): 3 clusters
  Score: Raw -323055.168342 + Penalty 3787.350283 = -319267.818059
  nChanged 3
		SP:Iteration 28Q (64075.770000 sec): 3 clusters
  Score: Raw -323056.858979 + Penalty 3787.350283 = -319269.508696
  nChanged 4
		SP:Iteration 29Q (64075.870000 sec): 3 clusters
  Score: Raw -323058.246780 + Penalty 3787.350283 = -319270.896497
  nChanged 3
		SP:Iteration 30Q (64075.980000 sec): 3 clusters
  Score: Raw -323059.593340 + Penalty 3787.350283 = -319272.243057
  nChanged 1
		SP:Iteration 31Q (64076.140000 sec): 3 clusters
  Score: Raw -323059.835081 + Penalty 3787.350283 = -319272.484798
  nChanged 0
		SP:Iteration 32F (64076.280000 sec): 3 clusters
  Score: Raw -323059.835081 + Penalty 3787.350283 = -319272.484798
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (13940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64076.390000 sec): 2 clusters
  Score: Raw -2180652.272757 + Penalty 2366.544386 = -2178285.728371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64076.610000 sec): 3 clusters
  Score: Raw -2172779.899653 + Penalty 4733.088771 = -2168046.810882
  nChanged 6025
		SP:Iteration 1F (64076.900000 sec): 3 clusters
  Score: Raw -2176167.945527 + Penalty 4733.088771 = -2171434.856756
  nChanged 1015
		SP:Iteration 2F (64077.080000 sec): 3 clusters
  Score: Raw -2176773.810844 + Penalty 4733.088771 = -2172040.722072
  nChanged 963
		SP:Iteration 3F (64077.330000 sec): 3 clusters
  Score: Raw -2177409.872587 + Penalty 4733.088771 = -2172676.783815
  nChanged 939
		SP:Iteration 4F (64077.570000 sec): 3 clusters
  Score: Raw -2178093.933325 + Penalty 4733.088771 = -2173360.844554
  nChanged 954
		SP:Iteration 5F (64077.870000 sec): 3 clusters
  Score: Raw -2178811.135703 + Penalty 4733.088771 = -2174078.046931
  nChanged 905
		SP:Iteration 6F (64078.070000 sec): 3 clusters
  Score: Raw -2179461.216063 + Penalty 4733.088771 = -2174728.127291
  nChanged 750
		SP:Iteration 7F (64078.330000 sec): 3 clusters
  Score: Raw -2179947.981186 + Penalty 4733.088771 = -2175214.892414
  nChanged 559
		SP:Iteration 8Q (64078.570000 sec): 3 clusters
  Score: Raw -2180242.956239 + Penalty 4733.088771 = -2175509.867468
  nChanged 400
		SP:Iteration 9Q (64078.780000 sec): 3 clusters
  Score: Raw -2180424.250448 + Penalty 4733.088771 = -2175691.161677
  nChanged 286
		SP:Iteration 10Q (64079.010000 sec): 3 clusters
  Score: Raw -2180536.862140 + Penalty 4733.088771 = -2175803.773368
  nChanged 208
		SP:Iteration 11Q (64079.260000 sec): 3 clusters
  Score: Raw -2180608.010769 + Penalty 4733.088771 = -2175874.921997
  nChanged 152
		SP:Iteration 12Q (64079.510000 sec): 3 clusters
  Score: Raw -2180659.142814 + Penalty 4733.088771 = -2175926.054042
  nChanged 132
		SP:Iteration 13Q (64079.730000 sec): 3 clusters
  Score: Raw -2180698.355977 + Penalty 4733.088771 = -2175965.267205
  nChanged 104
		SP:Iteration 14Q (64079.970000 sec): 3 clusters
  Score: Raw -2180730.595076 + Penalty 4733.088771 = -2175997.506304
  nChanged 103
		SP:Iteration 15Q (64080.210000 sec): 3 clusters
  Score: Raw -2180767.884628 + Penalty 4733.088771 = -2176034.795856
  nChanged 111
		SP:Iteration 16Q (64080.440000 sec): 3 clusters
  Score: Raw -2180809.197658 + Penalty 4733.088771 = -2176076.108886
  nChanged 118
		SP:Iteration 17Q (64080.670000 sec): 3 clusters
  Score: Raw -2180858.207974 + Penalty 4733.088771 = -2176125.119203
  nChanged 116
		SP:Iteration 18Q (64080.910000 sec): 3 clusters
  Score: Raw -2180906.241760 + Penalty 4733.088771 = -2176173.152989
  nChanged 116
		SP:Iteration 19Q (64081.190000 sec): 3 clusters
  Score: Raw -2180953.180459 + Penalty 4733.088771 = -2176220.091687
  nChanged 114
		SP:Iteration 20F (64081.540000 sec): 3 clusters
  Score: Raw -2181003.357994 + Penalty 4733.088771 = -2176270.269222
  nChanged 107
		SP:Iteration 21Q (64081.790000 sec): 3 clusters
  Score: Raw -2181046.422322 + Penalty 4733.088771 = -2176313.333550
  nChanged 103
		SP:Iteration 22Q (64082.070000 sec): 3 clusters
  Score: Raw -2181087.327793 + Penalty 4733.088771 = -2176354.239021
  nChanged 84
		SP:Iteration 23Q (64082.270000 sec): 3 clusters
  Score: Raw -2181120.731810 + Penalty 4733.088771 = -2176387.643038
  nChanged 74
		SP:Iteration 24Q (64082.550000 sec): 3 clusters
  Score: Raw -2181153.096713 + Penalty 4733.088771 = -2176420.007942
  nChanged 71
		SP:Iteration 25Q (64082.770000 sec): 3 clusters
  Score: Raw -2181186.026548 + Penalty 4733.088771 = -2176452.937777
  nChanged 69
		SP:Iteration 26Q (64082.950000 sec): 3 clusters
  Score: Raw -2181230.084828 + Penalty 4733.088771 = -2176496.996056
  nChanged 96
		SP:Iteration 27Q (64083.230000 sec): 3 clusters
  Score: Raw -2181291.559970 + Penalty 4733.088771 = -2176558.471198
  nChanged 106
		SP:Iteration 28Q (64083.510000 sec): 3 clusters
  Score: Raw -2181370.211575 + Penalty 4733.088771 = -2176637.122804
  nChanged 125
		SP:Iteration 29Q (64083.750000 sec): 3 clusters
  Score: Raw -2181481.461131 + Penalty 4733.088771 = -2176748.372359
  nChanged 153
		SP:Iteration 30Q (64084.030000 sec): 3 clusters
  Score: Raw -2181637.334936 + Penalty 4733.088771 = -2176904.246165
  nChanged 175
		SP:Iteration 31Q (64084.320000 sec): 3 clusters
  Score: Raw -2181790.902579 + Penalty 4733.088771 = -2177057.813807
  nChanged 213
		SP:Iteration 32Q (64084.600000 sec): 3 clusters
  Score: Raw -2181961.197556 + Penalty 4733.088771 = -2177228.108785
  nChanged 232
		SP:Iteration 33Q (64084.830000 sec): 3 clusters
  Score: Raw -2182167.820827 + Penalty 4733.088771 = -2177434.732055
  nChanged 279
		SP:Iteration 34Q (64085.100000 sec): 3 clusters
  Score: Raw -2182405.804076 + Penalty 4733.088771 = -2177672.715304
  nChanged 291
		SP:Iteration 35Q (64085.380000 sec): 3 clusters
  Score: Raw -2182597.211443 + Penalty 4733.088771 = -2177864.122672
  nChanged 211
		SP:Iteration 36Q (64085.640000 sec): 3 clusters
  Score: Raw -2182703.191703 + Penalty 4733.088771 = -2177970.102932
  nChanged 152
		SP:Iteration 37Q (64085.940000 sec): 3 clusters
  Score: Raw -2182770.300028 + Penalty 4733.088771 = -2178037.211257
  nChanged 112
		SP:Iteration 38Q (64086.190000 sec): 3 clusters
  Score: Raw -2182804.220828 + Penalty 4733.088771 = -2178071.132057
  nChanged 79
		SP:Iteration 39Q (64086.420000 sec): 3 clusters
  Score: Raw -2182828.447298 + Penalty 4733.088771 = -2178095.358526
  nChanged 71
		SP:Iteration 40F (64086.710000 sec): 3 clusters
  Score: Raw -2182847.427995 + Penalty 4733.088771 = -2178114.339223
  nChanged 49
		SP:Iteration 41Q (64086.970000 sec): 3 clusters
  Score: Raw -2182858.989273 + Penalty 4733.088771 = -2178125.900502
  nChanged 35
		SP:Iteration 42Q (64087.220000 sec): 3 clusters
  Score: Raw -2182865.668675 + Penalty 4733.088771 = -2178132.579903
  nChanged 30
		SP:Iteration 43Q (64087.510000 sec): 3 clusters
  Score: Raw -2182871.379299 + Penalty 4733.088771 = -2178138.290528
  nChanged 23
		SP:Iteration 44Q (64087.790000 sec): 3 clusters
  Score: Raw -2182876.791775 + Penalty 4733.088771 = -2178143.703003
  nChanged 14
		SP:Iteration 45Q (64088.040000 sec): 3 clusters
  Score: Raw -2182879.504254 + Penalty 4733.088771 = -2178146.415482
  nChanged 12
		SP:Iteration 46Q (64088.310000 sec): 3 clusters
  Score: Raw -2182882.207195 + Penalty 4733.088771 = -2178149.118424
  nChanged 10
		SP:Iteration 47Q (64088.590000 sec): 3 clusters
  Score: Raw -2182884.203843 + Penalty 4733.088771 = -2178151.115072
  nChanged 15
		SP:Iteration 48Q (64088.800000 sec): 3 clusters
  Score: Raw -2182887.010517 + Penalty 4733.088771 = -2178153.921746
  nChanged 19
		SP:Iteration 49Q (64089.080000 sec): 3 clusters
  Score: Raw -2182890.524921 + Penalty 4733.088771 = -2178157.436149
  nChanged 18
		SP:Iteration 50Q (64089.360000 sec): 3 clusters
  Score: Raw -2182894.880333 + Penalty 4733.088771 = -2178161.791561
  nChanged 14
		SP:Iteration 51Q (64089.590000 sec): 3 clusters
  Score: Raw -2182897.379459 + Penalty 4733.088771 = -2178164.290687
  nChanged 6
		SP:Iteration 52Q (64089.850000 sec): 3 clusters
  Score: Raw -2182898.346805 + Penalty 4733.088771 = -2178165.258033
  nChanged 0
		SP:Iteration 53F (64090.110000 sec): 3 clusters
  Score: Raw -2182898.346805 + Penalty 4733.088771 = -2178165.258033
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (6496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64090.230000 sec): 2 clusters
  Score: Raw -1014668.126970 + Penalty 2177.177587 = -1012490.949383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64090.440000 sec): 3 clusters
  Score: Raw -1011410.582079 + Penalty 4354.355173 = -1007056.226906
  nChanged 2613
		SP:Iteration 1F (64090.610000 sec): 3 clusters
  Score: Raw -1013084.378127 + Penalty 4354.355173 = -1008730.022954
  nChanged 596
		SP:Iteration 2F (64090.810000 sec): 3 clusters
  Score: Raw -1013595.545094 + Penalty 4354.355173 = -1009241.189920
  nChanged 491
		SP:Iteration 3F (64091.000000 sec): 3 clusters
  Score: Raw -1014034.627657 + Penalty 4354.355173 = -1009680.272484
  nChanged 401
		SP:Iteration 4F (64091.190000 sec): 3 clusters
  Score: Raw -1014368.434445 + Penalty 4354.355173 = -1010014.079272
  nChanged 336
		SP:Iteration 5F (64091.380000 sec): 3 clusters
  Score: Raw -1014622.064796 + Penalty 4354.355173 = -1010267.709622
  nChanged 249
		SP:Iteration 6Q (64091.580000 sec): 3 clusters
  Score: Raw -1014787.050969 + Penalty 4354.355173 = -1010432.695795
  nChanged 191
		SP:Iteration 7Q (64091.750000 sec): 3 clusters
  Score: Raw -1014892.706241 + Penalty 4354.355173 = -1010538.351067
  nChanged 128
		SP:Iteration 8Q (64092.010000 sec): 3 clusters
  Score: Raw -1014954.010364 + Penalty 4354.355173 = -1010599.655190
  nChanged 83
		SP:Iteration 9Q (64092.160000 sec): 3 clusters
  Score: Raw -1014988.123400 + Penalty 4354.355173 = -1010633.768227
  nChanged 61
		SP:Iteration 10Q (64092.310000 sec): 3 clusters
  Score: Raw -1015013.958012 + Penalty 4354.355173 = -1010659.602838
  nChanged 50
		SP:Iteration 11Q (64092.490000 sec): 3 clusters
  Score: Raw -1015033.573306 + Penalty 4354.355173 = -1010679.218133
  nChanged 53
		SP:Iteration 12Q (64092.710000 sec): 3 clusters
  Score: Raw -1015050.092043 + Penalty 4354.355173 = -1010695.736869
  nChanged 40
		SP:Iteration 13Q (64092.890000 sec): 3 clusters
  Score: Raw -1015066.897958 + Penalty 4354.355173 = -1010712.542784
  nChanged 42
		SP:Iteration 14Q (64093.090000 sec): 3 clusters
  Score: Raw -1015086.086496 + Penalty 4354.355173 = -1010731.731322
  nChanged 37
		SP:Iteration 15Q (64093.350000 sec): 3 clusters
  Score: Raw -1015103.005817 + Penalty 4354.355173 = -1010748.650644
  nChanged 34
		SP:Iteration 16Q (64093.560000 sec): 3 clusters
  Score: Raw -1015116.247230 + Penalty 4354.355173 = -1010761.892057
  nChanged 27
		SP:Iteration 17Q (64093.740000 sec): 3 clusters
  Score: Raw -1015126.712103 + Penalty 4354.355173 = -1010772.356930
  nChanged 25
		SP:Iteration 18Q (64093.870000 sec): 3 clusters
  Score: Raw -1015135.988713 + Penalty 4354.355173 = -1010781.633539
  nChanged 14
		SP:Iteration 19Q (64094.060000 sec): 3 clusters
  Score: Raw -1015141.549184 + Penalty 4354.355173 = -1010787.194010
  nChanged 21
		SP:Iteration 20F (64094.260000 sec): 3 clusters
  Score: Raw -1015149.165954 + Penalty 4354.355173 = -1010794.810780
  nChanged 16
		SP:Iteration 21Q (64094.440000 sec): 3 clusters
  Score: Raw -1015155.053832 + Penalty 4354.355173 = -1010800.698659
  nChanged 11
		SP:Iteration 22Q (64094.610000 sec): 3 clusters
  Score: Raw -1015158.288999 + Penalty 4354.355173 = -1010803.933826
  nChanged 12
		SP:Iteration 23Q (64094.790000 sec): 3 clusters
  Score: Raw -1015161.243623 + Penalty 4354.355173 = -1010806.888449
  nChanged 8
		SP:Iteration 24Q (64094.960000 sec): 3 clusters
  Score: Raw -1015163.859484 + Penalty 4354.355173 = -1010809.504311
  nChanged 7
		SP:Iteration 25Q (64095.170000 sec): 3 clusters
  Score: Raw -1015166.717803 + Penalty 4354.355173 = -1010812.362630
  nChanged 11
		SP:Iteration 26Q (64095.360000 sec): 3 clusters
  Score: Raw -1015170.923642 + Penalty 4354.355173 = -1010816.568468
  nChanged 9
		SP:Iteration 27Q (64095.550000 sec): 3 clusters
  Score: Raw -1015173.940743 + Penalty 4354.355173 = -1010819.585569
  nChanged 9
		SP:Iteration 28Q (64095.730000 sec): 3 clusters
  Score: Raw -1015176.501126 + Penalty 4354.355173 = -1010822.145953
  nChanged 6
		SP:Iteration 29Q (64095.940000 sec): 3 clusters
  Score: Raw -1015179.376327 + Penalty 4354.355173 = -1010825.021153
  nChanged 12
		SP:Iteration 30Q (64096.170000 sec): 3 clusters
  Score: Raw -1015184.415871 + Penalty 4354.355173 = -1010830.060697
  nChanged 13
		SP:Iteration 31Q (64096.300000 sec): 3 clusters
  Score: Raw -1015191.461535 + Penalty 4354.355173 = -1010837.106362
  nChanged 23
		SP:Iteration 32Q (64096.480000 sec): 3 clusters
  Score: Raw -1015202.934828 + Penalty 4354.355173 = -1010848.579655
  nChanged 29
		SP:Iteration 33Q (64096.650000 sec): 3 clusters
  Score: Raw -1015214.034643 + Penalty 4354.355173 = -1010859.679469
  nChanged 21
		SP:Iteration 34Q (64096.850000 sec): 3 clusters
  Score: Raw -1015223.671786 + Penalty 4354.355173 = -1010869.316613
  nChanged 21
		SP:Iteration 35Q (64097.040000 sec): 3 clusters
  Score: Raw -1015234.536106 + Penalty 4354.355173 = -1010880.180932
  nChanged 27
		SP:Iteration 36Q (64097.170000 sec): 3 clusters
  Score: Raw -1015246.400723 + Penalty 4354.355173 = -1010892.045549
  nChanged 26
		SP:Iteration 37Q (64097.340000 sec): 3 clusters
  Score: Raw -1015261.090103 + Penalty 4354.355173 = -1010906.734930
  nChanged 37
		SP:Iteration 38Q (64097.510000 sec): 3 clusters
  Score: Raw -1015285.383001 + Penalty 4354.355173 = -1010931.027828
  nChanged 40
		SP:Iteration 39Q (64097.690000 sec): 3 clusters
  Score: Raw -1015309.494063 + Penalty 4354.355173 = -1010955.138890
  nChanged 34
		SP:Iteration 40F (64097.870000 sec): 3 clusters
  Score: Raw -1015323.595013 + Penalty 4354.355173 = -1010969.239840
  nChanged 18
		SP:Iteration 41Q (64098.050000 sec): 3 clusters
  Score: Raw -1015333.542857 + Penalty 4354.355173 = -1010979.187684
  nChanged 22
		SP:Iteration 42Q (64098.280000 sec): 3 clusters
  Score: Raw -1015341.309451 + Penalty 4354.355173 = -1010986.954278
  nChanged 13
		SP:Iteration 43Q (64098.490000 sec): 3 clusters
  Score: Raw -1015345.133999 + Penalty 4354.355173 = -1010990.778826
  nChanged 5
		SP:Iteration 44Q (64098.680000 sec): 3 clusters
  Score: Raw -1015346.247762 + Penalty 4354.355173 = -1010991.892588
  nChanged 5
		SP:Iteration 45Q (64098.910000 sec): 3 clusters
  Score: Raw -1015347.202666 + Penalty 4354.355173 = -1010992.847492
  nChanged 1
		SP:Iteration 46Q (64099.070000 sec): 3 clusters
  Score: Raw -1015347.625320 + Penalty 4354.355173 = -1010993.270147
  nChanged 0
		SP:Iteration 47F (64099.210000 sec): 3 clusters
  Score: Raw -1015347.625320 + Penalty 4354.355173 = -1010993.270147
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (6955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64099.330000 sec): 2 clusters
  Score: Raw -1090253.914977 + Penalty 2194.109594 = -1088059.805383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64099.490000 sec): 3 clusters
  Score: Raw -1086684.239121 + Penalty 4388.219188 = -1082296.019933
  nChanged 2769
		SP:Iteration 1F (64099.650000 sec): 3 clusters
  Score: Raw -1088230.079369 + Penalty 4388.219188 = -1083841.860181
  nChanged 523
		SP:Iteration 2F (64099.870000 sec): 3 clusters
  Score: Raw -1088539.949142 + Penalty 4388.219188 = -1084151.729954
  nChanged 386
		SP:Iteration 3F (64100.020000 sec): 3 clusters
  Score: Raw -1088757.332989 + Penalty 4388.219188 = -1084369.113801
  nChanged 318
		SP:Iteration 4Q (64100.190000 sec): 3 clusters
  Score: Raw -1088919.744121 + Penalty 4388.219188 = -1084531.524933
  nChanged 264
		SP:Iteration 5Q (64100.360000 sec): 3 clusters
  Score: Raw -1089050.954168 + Penalty 4388.219188 = -1084662.734980
  nChanged 233
		SP:Iteration 6Q (64100.530000 sec): 3 clusters
  Score: Raw -1089163.893251 + Penalty 4388.219188 = -1084775.674064
  nChanged 211
		SP:Iteration 7Q (64100.710000 sec): 3 clusters
  Score: Raw -1089271.906874 + Penalty 4388.219188 = -1084883.687687
  nChanged 220
		SP:Iteration 8Q (64100.900000 sec): 3 clusters
  Score: Raw -1089399.627810 + Penalty 4388.219188 = -1085011.408622
  nChanged 254
		SP:Iteration 9Q (64101.120000 sec): 3 clusters
  Score: Raw -1089565.314109 + Penalty 4388.219188 = -1085177.094921
  nChanged 279
		SP:Iteration 10Q (64101.300000 sec): 3 clusters
  Score: Raw -1089762.793188 + Penalty 4388.219188 = -1085374.574001
  nChanged 286
		SP:Iteration 11Q (64101.490000 sec): 3 clusters
  Score: Raw -1089959.909495 + Penalty 4388.219188 = -1085571.690308
  nChanged 293
		SP:Iteration 12Q (64101.710000 sec): 3 clusters
  Score: Raw -1090183.793184 + Penalty 4388.219188 = -1085795.573996
  nChanged 272
		SP:Iteration 13Q (64101.890000 sec): 3 clusters
  Score: Raw -1090405.312457 + Penalty 4388.219188 = -1086017.093269
  nChanged 269
		SP:Iteration 14Q (64102.100000 sec): 3 clusters
  Score: Raw -1090646.172562 + Penalty 4388.219188 = -1086257.953375
  nChanged 227
		SP:Iteration 15Q (64102.280000 sec): 3 clusters
  Score: Raw -1090817.431602 + Penalty 4388.219188 = -1086429.212414
  nChanged 168
		SP:Iteration 16Q (64102.490000 sec): 3 clusters
  Score: Raw -1090919.619079 + Penalty 4388.219188 = -1086531.399891
  nChanged 143
		SP:Iteration 17Q (64102.640000 sec): 3 clusters
  Score: Raw -1091001.137971 + Penalty 4388.219188 = -1086612.918784
  nChanged 121
		SP:Iteration 18Q (64102.840000 sec): 3 clusters
  Score: Raw -1091056.565936 + Penalty 4388.219188 = -1086668.346749
  nChanged 90
		SP:Iteration 19Q (64103.020000 sec): 3 clusters
  Score: Raw -1091099.041953 + Penalty 4388.219188 = -1086710.822765
  nChanged 68
		SP:Iteration 20F (64103.230000 sec): 3 clusters
  Score: Raw -1091123.979442 + Penalty 4388.219188 = -1086735.760254
  nChanged 56
		SP:Iteration 21Q (64103.470000 sec): 3 clusters
  Score: Raw -1091140.334209 + Penalty 4388.219188 = -1086752.115021
  nChanged 42
		SP:Iteration 22Q (64103.660000 sec): 3 clusters
  Score: Raw -1091152.371081 + Penalty 4388.219188 = -1086764.151894
  nChanged 34
		SP:Iteration 23Q (64103.870000 sec): 3 clusters
  Score: Raw -1091163.176830 + Penalty 4388.219188 = -1086774.957642
  nChanged 37
		SP:Iteration 24Q (64104.050000 sec): 3 clusters
  Score: Raw -1091174.483077 + Penalty 4388.219188 = -1086786.263889
  nChanged 32
		SP:Iteration 25Q (64104.240000 sec): 3 clusters
  Score: Raw -1091184.725401 + Penalty 4388.219188 = -1086796.506213
  nChanged 34
		SP:Iteration 26Q (64104.420000 sec): 3 clusters
  Score: Raw -1091193.470036 + Penalty 4388.219188 = -1086805.250848
  nChanged 33
		SP:Iteration 27Q (64104.600000 sec): 3 clusters
  Score: Raw -1091202.331375 + Penalty 4388.219188 = -1086814.112187
  nChanged 39
		SP:Iteration 28Q (64104.790000 sec): 3 clusters
  Score: Raw -1091213.609814 + Penalty 4388.219188 = -1086825.390626
  nChanged 35
		SP:Iteration 29Q (64104.950000 sec): 3 clusters
  Score: Raw -1091223.672497 + Penalty 4388.219188 = -1086835.453309
  nChanged 31
		SP:Iteration 30Q (64105.180000 sec): 3 clusters
  Score: Raw -1091231.956362 + Penalty 4388.219188 = -1086843.737174
  nChanged 30
		SP:Iteration 31Q (64105.330000 sec): 3 clusters
  Score: Raw -1091240.175585 + Penalty 4388.219188 = -1086851.956397
  nChanged 24
		SP:Iteration 32Q (64105.520000 sec): 3 clusters
  Score: Raw -1091248.287259 + Penalty 4388.219188 = -1086860.068072
  nChanged 25
		SP:Iteration 33Q (64105.710000 sec): 3 clusters
  Score: Raw -1091254.970073 + Penalty 4388.219188 = -1086866.750885
  nChanged 25
		SP:Iteration 34Q (64105.910000 sec): 3 clusters
  Score: Raw -1091261.572834 + Penalty 4388.219188 = -1086873.353647
  nChanged 24
		SP:Iteration 35Q (64106.050000 sec): 3 clusters
  Score: Raw -1091267.595234 + Penalty 4388.219188 = -1086879.376046
  nChanged 28
		SP:Iteration 36Q (64106.260000 sec): 3 clusters
  Score: Raw -1091273.919441 + Penalty 4388.219188 = -1086885.700253
  nChanged 26
		SP:Iteration 37Q (64106.490000 sec): 3 clusters
  Score: Raw -1091278.998212 + Penalty 4388.219188 = -1086890.779025
  nChanged 21
		SP:Iteration 38Q (64106.680000 sec): 3 clusters
  Score: Raw -1091282.991750 + Penalty 4388.219188 = -1086894.772562
  nChanged 27
		SP:Iteration 39Q (64106.870000 sec): 3 clusters
  Score: Raw -1091288.885255 + Penalty 4388.219188 = -1086900.666068
  nChanged 19
		SP:Iteration 40F (64107.060000 sec): 3 clusters
  Score: Raw -1091293.919505 + Penalty 4388.219188 = -1086905.700317
  nChanged 23
		SP:Iteration 41Q (64107.240000 sec): 3 clusters
  Score: Raw -1091299.294209 + Penalty 4388.219188 = -1086911.075021
  nChanged 23
		SP:Iteration 42Q (64107.430000 sec): 3 clusters
  Score: Raw -1091304.352066 + Penalty 4388.219188 = -1086916.132878
  nChanged 14
		SP:Iteration 43Q (64107.620000 sec): 3 clusters
  Score: Raw -1091306.816279 + Penalty 4388.219188 = -1086918.597091
  nChanged 15
		SP:Iteration 44Q (64107.800000 sec): 3 clusters
  Score: Raw -1091310.241537 + Penalty 4388.219188 = -1086922.022350
  nChanged 10
		SP:Iteration 45Q (64108.000000 sec): 3 clusters
  Score: Raw -1091312.763943 + Penalty 4388.219188 = -1086924.544756
  nChanged 9
		SP:Iteration 46Q (64108.180000 sec): 3 clusters
  Score: Raw -1091314.605594 + Penalty 4388.219188 = -1086926.386406
  nChanged 8
		SP:Iteration 47Q (64108.360000 sec): 3 clusters
  Score: Raw -1091316.663202 + Penalty 4388.219188 = -1086928.444014
  nChanged 6
		SP:Iteration 48Q (64108.550000 sec): 3 clusters
  Score: Raw -1091318.157376 + Penalty 4388.219188 = -1086929.938188
  nChanged 11
		SP:Iteration 49Q (64108.770000 sec): 3 clusters
  Score: Raw -1091320.434675 + Penalty 4388.219188 = -1086932.215487
  nChanged 11
		SP:Iteration 50Q (64108.950000 sec): 3 clusters
  Score: Raw -1091323.509617 + Penalty 4388.219188 = -1086935.290429
  nChanged 12
		SP:Iteration 51Q (64109.130000 sec): 3 clusters
  Score: Raw -1091325.978549 + Penalty 4388.219188 = -1086937.759361
  nChanged 8
		SP:Iteration 52Q (64109.320000 sec): 3 clusters
  Score: Raw -1091327.958552 + Penalty 4388.219188 = -1086939.739364
  nChanged 9
		SP:Iteration 53Q (64109.510000 sec): 3 clusters
  Score: Raw -1091329.987622 + Penalty 4388.219188 = -1086941.768434
  nChanged 8
		SP:Iteration 54Q (64109.720000 sec): 3 clusters
  Score: Raw -1091333.347620 + Penalty 4388.219188 = -1086945.128432
  nChanged 8
		SP:Iteration 55Q (64109.900000 sec): 3 clusters
  Score: Raw -1091335.120643 + Penalty 4388.219188 = -1086946.901455
  nChanged 6
		SP:Iteration 56Q (64110.070000 sec): 3 clusters
  Score: Raw -1091336.582500 + Penalty 4388.219188 = -1086948.363313
  nChanged 11
		SP:Iteration 57Q (64110.240000 sec): 3 clusters
  Score: Raw -1091339.400649 + Penalty 4388.219188 = -1086951.181461
  nChanged 13
		SP:Iteration 58Q (64110.470000 sec): 3 clusters
  Score: Raw -1091342.768221 + Penalty 4388.219188 = -1086954.549033
  nChanged 12
		SP:Iteration 59Q (64110.650000 sec): 3 clusters
  Score: Raw -1091346.030253 + Penalty 4388.219188 = -1086957.811065
  nChanged 6
		SP:Iteration 60F (64110.840000 sec): 3 clusters
  Score: Raw -1091347.147375 + Penalty 4388.219188 = -1086958.928187
  nChanged 3
		SP:Iteration 61Q (64111.030000 sec): 3 clusters
  Score: Raw -1091347.574335 + Penalty 4388.219188 = -1086959.355147
  nChanged 2
		SP:Iteration 62Q (64111.220000 sec): 3 clusters
  Score: Raw -1091348.007007 + Penalty 4388.219188 = -1086959.787819
  nChanged 4
		SP:Iteration 63Q (64111.420000 sec): 3 clusters
  Score: Raw -1091348.816207 + Penalty 4388.219188 = -1086960.597019
  nChanged 1
		SP:Iteration 64Q (64111.620000 sec): 3 clusters
  Score: Raw -1091348.966147 + Penalty 4388.219188 = -1086960.746960
  nChanged 0
		SP:Iteration 65F (64111.750000 sec): 3 clusters
  Score: Raw -1091348.966147 + Penalty 4388.219188 = -1086960.746960
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (2280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64111.860000 sec): 2 clusters
  Score: Raw -356573.765765 + Penalty 1917.518819 = -354656.246945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64112.030000 sec): 3 clusters
  Score: Raw -355728.882848 + Penalty 3835.037638 = -351893.845210
  nChanged 728
		SP:Iteration 1F (64112.200000 sec): 3 clusters
  Score: Raw -356203.467858 + Penalty 3835.037638 = -352368.430220
  nChanged 153
		SP:Iteration 2F (64112.400000 sec): 3 clusters
  Score: Raw -356322.508544 + Penalty 3835.037638 = -352487.470906
  nChanged 102
		SP:Iteration 3Q (64112.540000 sec): 3 clusters
  Score: Raw -356408.589211 + Penalty 3835.037638 = -352573.551573
  nChanged 81
		SP:Iteration 4Q (64112.680000 sec): 3 clusters
  Score: Raw -356472.671546 + Penalty 3835.037638 = -352637.633907
  nChanged 72
		SP:Iteration 5Q (64112.790000 sec): 3 clusters
  Score: Raw -356540.555773 + Penalty 3835.037638 = -352705.518135
  nChanged 67
		SP:Iteration 6Q (64112.960000 sec): 3 clusters
  Score: Raw -356591.638013 + Penalty 3835.037638 = -352756.600375
  nChanged 44
		SP:Iteration 7Q (64113.150000 sec): 3 clusters
  Score: Raw -356618.703268 + Penalty 3835.037638 = -352783.665630
  nChanged 26
		SP:Iteration 8Q (64113.350000 sec): 3 clusters
  Score: Raw -356641.560704 + Penalty 3835.037638 = -352806.523066
  nChanged 29
		SP:Iteration 9Q (64113.520000 sec): 3 clusters
  Score: Raw -356669.038717 + Penalty 3835.037638 = -352834.001078
  nChanged 32
		SP:Iteration 10Q (64113.700000 sec): 3 clusters
  Score: Raw -356696.418822 + Penalty 3835.037638 = -352861.381184
  nChanged 35
		SP:Iteration 11Q (64113.880000 sec): 3 clusters
  Score: Raw -356722.045032 + Penalty 3835.037638 = -352887.007394
  nChanged 29
		SP:Iteration 12Q (64114.020000 sec): 3 clusters
  Score: Raw -356745.912659 + Penalty 3835.037638 = -352910.875021
  nChanged 31
		SP:Iteration 13Q (64114.210000 sec): 3 clusters
  Score: Raw -356769.054623 + Penalty 3835.037638 = -352934.016985
  nChanged 29
		SP:Iteration 14Q (64114.340000 sec): 3 clusters
  Score: Raw -356790.337991 + Penalty 3835.037638 = -352955.300352
  nChanged 27
		SP:Iteration 15Q (64114.520000 sec): 3 clusters
  Score: Raw -356807.600539 + Penalty 3835.037638 = -352972.562900
  nChanged 18
		SP:Iteration 16Q (64114.690000 sec): 3 clusters
  Score: Raw -356819.663762 + Penalty 3835.037638 = -352984.626124
  nChanged 11
		SP:Iteration 17Q (64114.870000 sec): 3 clusters
  Score: Raw -356827.336678 + Penalty 3835.037638 = -352992.299040
  nChanged 5
		SP:Iteration 18Q (64115.040000 sec): 3 clusters
  Score: Raw -356829.467343 + Penalty 3835.037638 = -352994.429705
  nChanged 4
		SP:Iteration 19Q (64115.220000 sec): 3 clusters
  Score: Raw -356831.740148 + Penalty 3835.037638 = -352996.702510
  nChanged 5
		SP:Iteration 20F (64115.360000 sec): 3 clusters
  Score: Raw -356834.481702 + Penalty 3835.037638 = -352999.444064
  nChanged 5
		SP:Iteration 21Q (64115.540000 sec): 3 clusters
  Score: Raw -356838.954651 + Penalty 3835.037638 = -353003.917013
  nChanged 3
		SP:Iteration 22Q (64115.710000 sec): 3 clusters
  Score: Raw -356841.857110 + Penalty 3835.037638 = -353006.819472
  nChanged 4
		SP:Iteration 23Q (64115.890000 sec): 3 clusters
  Score: Raw -356845.221306 + Penalty 3835.037638 = -353010.183668
  nChanged 5
		SP:Iteration 24Q (64116.060000 sec): 3 clusters
  Score: Raw -356847.786403 + Penalty 3835.037638 = -353012.748765
  nChanged 3
		SP:Iteration 25Q (64116.250000 sec): 3 clusters
  Score: Raw -356849.482982 + Penalty 3835.037638 = -353014.445344
  nChanged 1
		SP:Iteration 26Q (64116.350000 sec): 3 clusters
  Score: Raw -356850.070360 + Penalty 3835.037638 = -353015.032722
  nChanged 3
		SP:Iteration 27Q (64116.450000 sec): 3 clusters
  Score: Raw -356851.465156 + Penalty 3835.037638 = -353016.427518
  nChanged 0
		SP:Iteration 28F (64116.550000 sec): 3 clusters
  Score: Raw -356851.465156 + Penalty 3835.037638 = -353016.427518
  nChanged 0
Iteration 259Q (64432.490000 sec): 81 clusters
  Score: Raw -289232406.425452 + Penalty 286545.140364 = -288945861.285088
  nChanged 427
Iteration 260F (64939.220000 sec): 81 clusters
  Score: Raw -289232430.643557 + Penalty 286545.140364 = -288945885.503193
  nChanged 436
Iteration 261Q (65216.740000 sec): 81 clusters
  Score: Raw -289232454.906646 + Penalty 286545.140364 = -288945909.766282
  nChanged 446
Iteration 262Q (65478.950000 sec): 81 clusters
  Score: Raw -289232482.178580 + Penalty 286545.140364 = -288945937.038216
  nChanged 470
Iteration 263Q (65750.030000 sec): 81 clusters
  Score: Raw -289232506.219166 + Penalty 286545.140364 = -288945961.078802
  nChanged 415
Iteration 264Q (66006.790000 sec): 81 clusters
  Score: Raw -289232528.238589 + Penalty 286545.140364 = -288945983.098226
  nChanged 379
Iteration 265Q (66309.680000 sec): 81 clusters
  Score: Raw -289232548.682738 + Penalty 286545.140364 = -288946003.542374
  nChanged 364
Iteration 266Q (66542.340000 sec): 81 clusters
  Score: Raw -289232571.151354 + Penalty 286545.140364 = -288946026.010990
  nChanged 335
Iteration 267Q (66774.570000 sec): 81 clusters
  Score: Raw -289232590.433734 + Penalty 286545.140364 = -288946045.293370
  nChanged 309
Iteration 268Q (67011.340000 sec): 81 clusters
  Score: Raw -289232609.454878 + Penalty 286545.140364 = -288946064.314514
  nChanged 322
Iteration 269Q (67271.200000 sec): 81 clusters
  Score: Raw -289232632.764273 + Penalty 286545.140364 = -288946087.623909
  nChanged 325
Iteration 270Q (67535.700000 sec): 81 clusters
  Score: Raw -289232659.779718 + Penalty 286545.140364 = -288946114.639355
  nChanged 335
Iteration 271Q (67793.780000 sec): 81 clusters
  Score: Raw -289232689.331742 + Penalty 286545.140364 = -288946144.191379
  nChanged 362
Iteration 272Q (68053.110000 sec): 81 clusters
  Score: Raw -289232716.080462 + Penalty 286545.140364 = -288946170.940099
  nChanged 360
Iteration 273Q (68310.210000 sec): 81 clusters
  Score: Raw -289232747.344773 + Penalty 286545.140364 = -288946202.204409
  nChanged 372
Iteration 274Q (68556.070000 sec): 81 clusters
  Score: Raw -289232782.792863 + Penalty 286545.140364 = -288946237.652499
  nChanged 386
Iteration 275Q (68811.850000 sec): 81 clusters
  Score: Raw -289232824.919786 + Penalty 286545.140364 = -288946279.779422
  nChanged 378
Iteration 276Q (69072.260000 sec): 81 clusters
  Score: Raw -289232869.919178 + Penalty 286545.140364 = -288946324.778815
  nChanged 371
Iteration 277Q (69328.710000 sec): 81 clusters
  Score: Raw -289232917.969601 + Penalty 286545.140364 = -288946372.829237
  nChanged 381
Iteration 278Q (69590.620000 sec): 81 clusters
  Score: Raw -289232962.022599 + Penalty 286545.140364 = -288946416.882236
  nChanged 397
Iteration 279Q (69850.830000 sec): 81 clusters
  Score: Raw -289233006.685029 + Penalty 286545.140364 = -288946461.544666
  nChanged 415
Iteration 280F (70282.430000 sec): 81 clusters
  Score: Raw -289233051.731888 + Penalty 286545.140364 = -288946506.591524
  nChanged 397
Iteration 281Q (70535.780000 sec): 81 clusters
  Score: Raw -289233092.893833 + Penalty 286545.140364 = -288946547.753469
  nChanged 384
Iteration 282Q (70770.610000 sec): 81 clusters
  Score: Raw -289233132.238625 + Penalty 286545.140364 = -288946587.098262
  nChanged 382
Iteration 283Q (71014.540000 sec): 81 clusters
  Score: Raw -289233165.335332 + Penalty 286545.140364 = -288946620.194969
  nChanged 356
Iteration 284Q (71266.660000 sec): 81 clusters
  Score: Raw -289233196.405883 + Penalty 286545.140364 = -288946651.265519
  nChanged 333
Iteration 285Q (71530.350000 sec): 81 clusters
  Score: Raw -289233223.199647 + Penalty 286545.140364 = -288946678.059283
  nChanged 307
Iteration 286Q (71784.240000 sec): 81 clusters
  Score: Raw -289233247.153316 + Penalty 286545.140364 = -288946702.012953
  nChanged 276
Iteration 287Q (72038.450000 sec): 81 clusters
  Score: Raw -289233267.931368 + Penalty 286545.140364 = -288946722.791005
  nChanged 267
Iteration 288Q (72310.620000 sec): 81 clusters
  Score: Raw -289233289.814301 + Penalty 286545.140364 = -288946744.673937
  nChanged 236
Iteration 289Q (72566.760000 sec): 81 clusters
  Score: Raw -289233306.720650 + Penalty 286545.140364 = -288946761.580287
  nChanged 224
Iteration 290Q (72826.430000 sec): 81 clusters
  Score: Raw -289233318.980054 + Penalty 286545.140364 = -288946773.839690
  nChanged 189
Iteration 291Q (73086.260000 sec): 81 clusters
  Score: Raw -289233328.403593 + Penalty 286545.140364 = -288946783.263229
  nChanged 179
Iteration 292Q (73343.770000 sec): 81 clusters
  Score: Raw -289233336.718245 + Penalty 286545.140364 = -288946791.577882
  nChanged 167
Iteration 293Q (73599.380000 sec): 81 clusters
  Score: Raw -289233345.115014 + Penalty 286545.140364 = -288946799.974650
  nChanged 174
Iteration 294Q (73838.050000 sec): 81 clusters
  Score: Raw -289233353.323100 + Penalty 286545.140364 = -288946808.182736
  nChanged 158
Iteration 295Q (74092.390000 sec): 81 clusters
  Score: Raw -289233360.645920 + Penalty 286545.140364 = -288946815.505557
  nChanged 147
Iteration 296Q (74350.830000 sec): 81 clusters
  Score: Raw -289233368.103905 + Penalty 286545.140364 = -288946822.963541
  nChanged 141
Iteration 297Q (74646.800000 sec): 81 clusters
  Score: Raw -289233375.481100 + Penalty 286545.140364 = -288946830.340737
  nChanged 140
Iteration 298Q (74920.590000 sec): 81 clusters
  Score: Raw -289233383.670864 + Penalty 286545.140364 = -288946838.530500
  nChanged 146
Writing temp clu file 
Because OldScore, -288946830.340737, is greater than current (better) Score,-288946838.530500 
 Compute initial score before splitting:   Score: Raw -289233383.670864 + Penalty 286545.140364 = -288946838.530500
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (5003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74921.060000 sec): 2 clusters
  Score: Raw -793331.451765 + Penalty 2112.412667 = -791219.039098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74921.210000 sec): 3 clusters
  Score: Raw -790878.026285 + Penalty 4224.825334 = -786653.200951
  nChanged 1931
		SP:Iteration 1F (74921.340000 sec): 3 clusters
  Score: Raw -792180.251208 + Penalty 4224.825334 = -787955.425875
  nChanged 463
		SP:Iteration 2F (74921.530000 sec): 3 clusters
  Score: Raw -792504.949851 + Penalty 4224.825334 = -788280.124517
  nChanged 300
		SP:Iteration 3F (74921.740000 sec): 3 clusters
  Score: Raw -792709.956055 + Penalty 4224.825334 = -788485.130721
  nChanged 217
		SP:Iteration 4Q (74921.880000 sec): 3 clusters
  Score: Raw -792848.474491 + Penalty 4224.825334 = -788623.649157
  nChanged 182
		SP:Iteration 5Q (74922.070000 sec): 3 clusters
  Score: Raw -792959.011945 + Penalty 4224.825334 = -788734.186611
  nChanged 154
		SP:Iteration 6Q (74922.260000 sec): 3 clusters
  Score: Raw -793054.647664 + Penalty 4224.825334 = -788829.822330
  nChanged 141
		SP:Iteration 7Q (74922.460000 sec): 3 clusters
  Score: Raw -793125.093166 + Penalty 4224.825334 = -788900.267833
  nChanged 123
		SP:Iteration 8Q (74922.680000 sec): 3 clusters
  Score: Raw -793189.291983 + Penalty 4224.825334 = -788964.466650
  nChanged 89
		SP:Iteration 9Q (74922.870000 sec): 3 clusters
  Score: Raw -793236.109437 + Penalty 4224.825334 = -789011.284103
  nChanged 100
		SP:Iteration 10Q (74923.060000 sec): 3 clusters
  Score: Raw -793279.123151 + Penalty 4224.825334 = -789054.297817
  nChanged 75
		SP:Iteration 11Q (74923.270000 sec): 3 clusters
  Score: Raw -793312.732041 + Penalty 4224.825334 = -789087.906707
  nChanged 64
		SP:Iteration 12Q (74923.430000 sec): 3 clusters
  Score: Raw -793339.812012 + Penalty 4224.825334 = -789114.986678
  nChanged 48
		SP:Iteration 13Q (74923.630000 sec): 3 clusters
  Score: Raw -793361.590307 + Penalty 4224.825334 = -789136.764974
  nChanged 53
		SP:Iteration 14Q (74923.830000 sec): 3 clusters
  Score: Raw -793380.943255 + Penalty 4224.825334 = -789156.117921
  nChanged 38
		SP:Iteration 15Q (74924.030000 sec): 3 clusters
  Score: Raw -793395.281435 + Penalty 4224.825334 = -789170.456102
  nChanged 27
		SP:Iteration 16Q (74924.220000 sec): 3 clusters
  Score: Raw -793405.998598 + Penalty 4224.825334 = -789181.173264
  nChanged 17
		SP:Iteration 17Q (74924.450000 sec): 3 clusters
  Score: Raw -793412.818432 + Penalty 4224.825334 = -789187.993098
  nChanged 22
		SP:Iteration 18Q (74924.610000 sec): 3 clusters
  Score: Raw -793421.599877 + Penalty 4224.825334 = -789196.774543
  nChanged 21
		SP:Iteration 19Q (74924.750000 sec): 3 clusters
  Score: Raw -793427.875752 + Penalty 4224.825334 = -789203.050418
  nChanged 12
		SP:Iteration 20F (74924.950000 sec): 3 clusters
  Score: Raw -793430.970924 + Penalty 4224.825334 = -789206.145590
  nChanged 9
		SP:Iteration 21Q (74925.150000 sec): 3 clusters
  Score: Raw -793433.868389 + Penalty 4224.825334 = -789209.043055
  nChanged 9
		SP:Iteration 22Q (74925.350000 sec): 3 clusters
  Score: Raw -793436.869212 + Penalty 4224.825334 = -789212.043878
  nChanged 7
		SP:Iteration 23Q (74925.540000 sec): 3 clusters
  Score: Raw -793439.519879 + Penalty 4224.825334 = -789214.694545
  nChanged 12
		SP:Iteration 24Q (74925.750000 sec): 3 clusters
  Score: Raw -793443.040120 + Penalty 4224.825334 = -789218.214786
  nChanged 9
		SP:Iteration 25Q (74925.930000 sec): 3 clusters
  Score: Raw -793445.600024 + Penalty 4224.825334 = -789220.774691
  nChanged 8
		SP:Iteration 26Q (74926.130000 sec): 3 clusters
  Score: Raw -793447.813490 + Penalty 4224.825334 = -789222.988157
  nChanged 3
		SP:Iteration 27Q (74926.330000 sec): 3 clusters
  Score: Raw -793448.950458 + Penalty 4224.825334 = -789224.125124
  nChanged 4
		SP:Iteration 28Q (74926.530000 sec): 3 clusters
  Score: Raw -793450.168959 + Penalty 4224.825334 = -789225.343626
  nChanged 3
		SP:Iteration 29Q (74926.730000 sec): 3 clusters
  Score: Raw -793450.803685 + Penalty 4224.825334 = -789225.978352
  nChanged 1
		SP:Iteration 30Q (74926.930000 sec): 3 clusters
  Score: Raw -793451.272139 + Penalty 4224.825334 = -789226.446805
  nChanged 3
		SP:Iteration 31Q (74927.100000 sec): 3 clusters
  Score: Raw -793451.886943 + Penalty 4224.825334 = -789227.061610
  nChanged 3
		SP:Iteration 32Q (74927.280000 sec): 3 clusters
  Score: Raw -793452.650669 + Penalty 4224.825334 = -789227.825335
  nChanged 5
		SP:Iteration 33Q (74927.480000 sec): 3 clusters
  Score: Raw -793453.845180 + Penalty 4224.825334 = -789229.019847
  nChanged 4
		SP:Iteration 34Q (74927.680000 sec): 3 clusters
  Score: Raw -793455.103221 + Penalty 4224.825334 = -789230.277888
  nChanged 4
		SP:Iteration 35Q (74927.880000 sec): 3 clusters
  Score: Raw -793456.861107 + Penalty 4224.825334 = -789232.035773
  nChanged 2
		SP:Iteration 36Q (74928.090000 sec): 3 clusters
  Score: Raw -793457.245623 + Penalty 4224.825334 = -789232.420289
  nChanged 0
		SP:Iteration 37F (74928.290000 sec): 3 clusters
  Score: Raw -793457.245623 + Penalty 4224.825334 = -789232.420289
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (130733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74929.140000 sec): 2 clusters
  Score: Raw -21194867.131296 + Penalty 2921.666264 = -21191945.465032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74930.330000 sec): 3 clusters
  Score: Raw -21110246.653299 + Penalty 5843.332528 = -21104403.320771
  nChanged 62274
		SP:Iteration 1F (74931.560000 sec): 3 clusters
  Score: Raw -21146724.153356 + Penalty 5843.332528 = -21140880.820828
  nChanged 5491
		SP:Iteration 2Q (74932.830000 sec): 3 clusters
  Score: Raw -21148645.687232 + Penalty 5843.332528 = -21142802.354704
  nChanged 7036
		SP:Iteration 3F (74934.030000 sec): 3 clusters
  Score: Raw -21152083.568222 + Penalty 5843.332528 = -21146240.235694
  nChanged 9252
		SP:Iteration 4F (74935.110000 sec): 3 clusters
  Score: Raw -21158085.210010 + Penalty 5843.332528 = -21152241.877482
  nChanged 10884
		SP:Iteration 5F (74936.330000 sec): 3 clusters
  Score: Raw -21166655.202126 + Penalty 5843.332528 = -21160811.869598
  nChanged 10925
		SP:Iteration 6F (74937.530000 sec): 3 clusters
  Score: Raw -21176513.354659 + Penalty 5843.332528 = -21170670.022131
  nChanged 9184
		SP:Iteration 7F (74938.730000 sec): 3 clusters
  Score: Raw -21185740.981516 + Penalty 5843.332528 = -21179897.648989
  nChanged 5821
		SP:Iteration 8Q (74940.080000 sec): 3 clusters
  Score: Raw -21191800.857327 + Penalty 5843.332528 = -21185957.524799
  nChanged 2328
		SP:Iteration 9Q (74941.170000 sec): 3 clusters
  Score: Raw -21194128.466044 + Penalty 5843.332528 = -21188285.133516
  nChanged 617
		SP:Iteration 10Q (74942.430000 sec): 3 clusters
  Score: Raw -21194778.602187 + Penalty 5843.332528 = -21188935.269659
  nChanged 141
		SP:Iteration 11Q (74943.690000 sec): 3 clusters
  Score: Raw -21194987.687220 + Penalty 5843.332528 = -21189144.354692
  nChanged 57
		SP:Iteration 12Q (74944.670000 sec): 3 clusters
  Score: Raw -21195071.193139 + Penalty 5843.332528 = -21189227.860611
  nChanged 20
		SP:Iteration 13Q (74945.750000 sec): 3 clusters
  Score: Raw -21195107.142913 + Penalty 5843.332528 = -21189263.810385
  nChanged 12
		SP:Iteration 14Q (74947.040000 sec): 3 clusters
  Score: Raw -21195125.039202 + Penalty 5843.332528 = -21189281.706674
  nChanged 11
		SP:Iteration 15Q (74948.050000 sec): 3 clusters
  Score: Raw -21195146.367000 + Penalty 5843.332528 = -21189303.034473
  nChanged 7
		SP:Iteration 16Q (74949.330000 sec): 3 clusters
  Score: Raw -21195164.366908 + Penalty 5843.332528 = -21189321.034381
  nChanged 10
		SP:Iteration 17Q (74950.470000 sec): 3 clusters
  Score: Raw -21195180.134579 + Penalty 5843.332528 = -21189336.802052
  nChanged 5
		SP:Iteration 18Q (74951.640000 sec): 3 clusters
  Score: Raw -21195186.881911 + Penalty 5843.332528 = -21189343.549383
  nChanged 2
		SP:Iteration 19Q (74952.910000 sec): 3 clusters
  Score: Raw -21195188.928764 + Penalty 5843.332528 = -21189345.596236
  nChanged 1
		SP:Iteration 20F (74954.080000 sec): 3 clusters
  Score: Raw -21195190.397948 + Penalty 5843.332528 = -21189347.065420
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74954.210000 sec): 2 clusters
  Score: Raw -1340560.522234 + Penalty 2256.043026 = -1338304.479208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74954.470000 sec): 3 clusters
  Score: Raw -1335879.118138 + Penalty 4512.086052 = -1331367.032086
  nChanged 3603
		SP:Iteration 1F (74954.620000 sec): 3 clusters
  Score: Raw -1337901.058214 + Penalty 4512.086052 = -1333388.972163
  nChanged 665
		SP:Iteration 2F (74954.790000 sec): 3 clusters
  Score: Raw -1338252.146117 + Penalty 4512.086052 = -1333740.060066
  nChanged 518
		SP:Iteration 3F (74954.960000 sec): 3 clusters
  Score: Raw -1338556.748587 + Penalty 4512.086052 = -1334044.662536
  nChanged 409
		SP:Iteration 4Q (74955.160000 sec): 3 clusters
  Score: Raw -1338799.647179 + Penalty 4512.086052 = -1334287.561127
  nChanged 382
		SP:Iteration 5Q (74955.370000 sec): 3 clusters
  Score: Raw -1339029.991175 + Penalty 4512.086052 = -1334517.905123
  nChanged 336
		SP:Iteration 6Q (74955.560000 sec): 3 clusters
  Score: Raw -1339269.823208 + Penalty 4512.086052 = -1334757.737157
  nChanged 369
		SP:Iteration 7Q (74955.760000 sec): 3 clusters
  Score: Raw -1339539.718422 + Penalty 4512.086052 = -1335027.632371
  nChanged 356
		SP:Iteration 8Q (74955.990000 sec): 3 clusters
  Score: Raw -1339792.495718 + Penalty 4512.086052 = -1335280.409667
  nChanged 365
		SP:Iteration 9Q (74956.170000 sec): 3 clusters
  Score: Raw -1340034.098235 + Penalty 4512.086052 = -1335522.012184
  nChanged 327
		SP:Iteration 10Q (74956.320000 sec): 3 clusters
  Score: Raw -1340215.886504 + Penalty 4512.086052 = -1335703.800453
  nChanged 297
		SP:Iteration 11Q (74956.530000 sec): 3 clusters
  Score: Raw -1340369.423973 + Penalty 4512.086052 = -1335857.337921
  nChanged 259
		SP:Iteration 12Q (74956.680000 sec): 3 clusters
  Score: Raw -1340513.847421 + Penalty 4512.086052 = -1336001.761370
  nChanged 243
		SP:Iteration 13Q (74956.910000 sec): 3 clusters
  Score: Raw -1340649.809815 + Penalty 4512.086052 = -1336137.723763
  nChanged 208
		SP:Iteration 14Q (74957.160000 sec): 3 clusters
  Score: Raw -1340738.512929 + Penalty 4512.086052 = -1336226.426878
  nChanged 127
		SP:Iteration 15Q (74957.310000 sec): 3 clusters
  Score: Raw -1340785.409877 + Penalty 4512.086052 = -1336273.323826
  nChanged 115
		SP:Iteration 16Q (74957.490000 sec): 3 clusters
  Score: Raw -1340828.131444 + Penalty 4512.086052 = -1336316.045393
  nChanged 115
		SP:Iteration 17Q (74957.690000 sec): 3 clusters
  Score: Raw -1340870.429132 + Penalty 4512.086052 = -1336358.343081
  nChanged 95
		SP:Iteration 18Q (74957.850000 sec): 3 clusters
  Score: Raw -1340905.214176 + Penalty 4512.086052 = -1336393.128125
  nChanged 93
		SP:Iteration 19Q (74958.060000 sec): 3 clusters
  Score: Raw -1340936.366459 + Penalty 4512.086052 = -1336424.280408
  nChanged 79
		SP:Iteration 20F (74958.220000 sec): 3 clusters
  Score: Raw -1340957.918530 + Penalty 4512.086052 = -1336445.832479
  nChanged 67
		SP:Iteration 21Q (74958.420000 sec): 3 clusters
  Score: Raw -1340981.398788 + Penalty 4512.086052 = -1336469.312736
  nChanged 69
		SP:Iteration 22Q (74958.550000 sec): 3 clusters
  Score: Raw -1341003.975805 + Penalty 4512.086052 = -1336491.889753
  nChanged 72
		SP:Iteration 23Q (74958.680000 sec): 3 clusters
  Score: Raw -1341030.797510 + Penalty 4512.086052 = -1336518.711458
  nChanged 67
		SP:Iteration 24Q (74958.870000 sec): 3 clusters
  Score: Raw -1341054.952433 + Penalty 4512.086052 = -1336542.866382
  nChanged 61
		SP:Iteration 25Q (74959.080000 sec): 3 clusters
  Score: Raw -1341070.059099 + Penalty 4512.086052 = -1336557.973048
  nChanged 46
		SP:Iteration 26Q (74959.240000 sec): 3 clusters
  Score: Raw -1341081.835302 + Penalty 4512.086052 = -1336569.749251
  nChanged 44
		SP:Iteration 27Q (74959.460000 sec): 3 clusters
  Score: Raw -1341094.305165 + Penalty 4512.086052 = -1336582.219113
  nChanged 39
		SP:Iteration 28Q (74959.610000 sec): 3 clusters
  Score: Raw -1341106.686446 + Penalty 4512.086052 = -1336594.600395
  nChanged 40
		SP:Iteration 29Q (74959.830000 sec): 3 clusters
  Score: Raw -1341119.018431 + Penalty 4512.086052 = -1336606.932379
  nChanged 32
		SP:Iteration 30Q (74960.020000 sec): 3 clusters
  Score: Raw -1341125.977413 + Penalty 4512.086052 = -1336613.891361
  nChanged 22
		SP:Iteration 31Q (74960.200000 sec): 3 clusters
  Score: Raw -1341130.932997 + Penalty 4512.086052 = -1336618.846946
  nChanged 25
		SP:Iteration 32Q (74960.380000 sec): 3 clusters
  Score: Raw -1341135.892926 + Penalty 4512.086052 = -1336623.806874
  nChanged 22
		SP:Iteration 33Q (74960.580000 sec): 3 clusters
  Score: Raw -1341139.808392 + Penalty 4512.086052 = -1336627.722340
  nChanged 13
		SP:Iteration 34Q (74960.760000 sec): 3 clusters
  Score: Raw -1341143.283430 + Penalty 4512.086052 = -1336631.197378
  nChanged 16
		SP:Iteration 35Q (74960.940000 sec): 3 clusters
  Score: Raw -1341147.843432 + Penalty 4512.086052 = -1336635.757380
  nChanged 18
		SP:Iteration 36Q (74961.130000 sec): 3 clusters
  Score: Raw -1341153.099701 + Penalty 4512.086052 = -1336641.013649
  nChanged 17
		SP:Iteration 37Q (74961.390000 sec): 3 clusters
  Score: Raw -1341156.450809 + Penalty 4512.086052 = -1336644.364758
  nChanged 12
		SP:Iteration 38Q (74961.550000 sec): 3 clusters
  Score: Raw -1341158.863159 + Penalty 4512.086052 = -1336646.777108
  nChanged 16
		SP:Iteration 39Q (74961.760000 sec): 3 clusters
  Score: Raw -1341163.156164 + Penalty 4512.086052 = -1336651.070112
  nChanged 17
		SP:Iteration 40F (74961.980000 sec): 3 clusters
  Score: Raw -1341166.979892 + Penalty 4512.086052 = -1336654.893840
  nChanged 13
		SP:Iteration 41Q (74962.170000 sec): 3 clusters
  Score: Raw -1341169.500942 + Penalty 4512.086052 = -1336657.414890
  nChanged 9
		SP:Iteration 42Q (74962.290000 sec): 3 clusters
  Score: Raw -1341171.009474 + Penalty 4512.086052 = -1336658.923423
  nChanged 8
		SP:Iteration 43Q (74962.490000 sec): 3 clusters
  Score: Raw -1341172.641843 + Penalty 4512.086052 = -1336660.555792
  nChanged 5
		SP:Iteration 44Q (74962.700000 sec): 3 clusters
  Score: Raw -1341173.873477 + Penalty 4512.086052 = -1336661.787426
  nChanged 3
		SP:Iteration 45Q (74962.880000 sec): 3 clusters
  Score: Raw -1341174.395383 + Penalty 4512.086052 = -1336662.309332
  nChanged 2
		SP:Iteration 46Q (74963.090000 sec): 3 clusters
  Score: Raw -1341174.844144 + Penalty 4512.086052 = -1336662.758092
  nChanged 4
		SP:Iteration 47Q (74963.260000 sec): 3 clusters
  Score: Raw -1341175.533359 + Penalty 4512.086052 = -1336663.447308
  nChanged 4
		SP:Iteration 48Q (74963.480000 sec): 3 clusters
  Score: Raw -1341176.153472 + Penalty 4512.086052 = -1336664.067420
  nChanged 4
		SP:Iteration 49Q (74963.720000 sec): 3 clusters
  Score: Raw -1341176.778775 + Penalty 4512.086052 = -1336664.692724
  nChanged 3
		SP:Iteration 50Q (74963.930000 sec): 3 clusters
  Score: Raw -1341177.427292 + Penalty 4512.086052 = -1336665.341240
  nChanged 6
		SP:Iteration 51Q (74964.140000 sec): 3 clusters
  Score: Raw -1341178.352036 + Penalty 4512.086052 = -1336666.265985
  nChanged 6
		SP:Iteration 52Q (74964.370000 sec): 3 clusters
  Score: Raw -1341179.202532 + Penalty 4512.086052 = -1336667.116481
  nChanged 2
		SP:Iteration 53Q (74964.550000 sec): 3 clusters
  Score: Raw -1341179.638337 + Penalty 4512.086052 = -1336667.552286
  nChanged 2
		SP:Iteration 54Q (74964.740000 sec): 3 clusters
  Score: Raw -1341179.862561 + Penalty 4512.086052 = -1336667.776509
  nChanged 2
		SP:Iteration 55Q (74964.890000 sec): 3 clusters
  Score: Raw -1341180.148153 + Penalty 4512.086052 = -1336668.062102
  nChanged 2
		SP:Iteration 56Q (74965.080000 sec): 3 clusters
  Score: Raw -1341180.640498 + Penalty 4512.086052 = -1336668.554447
  nChanged 3
		SP:Iteration 57Q (74965.270000 sec): 3 clusters
  Score: Raw -1341181.346522 + Penalty 4512.086052 = -1336669.260470
  nChanged 5
		SP:Iteration 58Q (74965.470000 sec): 3 clusters
  Score: Raw -1341181.978920 + Penalty 4512.086052 = -1336669.892868
  nChanged 8
		SP:Iteration 59Q (74965.720000 sec): 3 clusters
  Score: Raw -1341183.031114 + Penalty 4512.086052 = -1336670.945063
  nChanged 9
		SP:Iteration 60F (74965.950000 sec): 3 clusters
  Score: Raw -1341184.658934 + Penalty 4512.086052 = -1336672.572882
  nChanged 7
		SP:Iteration 61Q (74966.130000 sec): 3 clusters
  Score: Raw -1341186.515314 + Penalty 4512.086052 = -1336674.429262
  nChanged 9
		SP:Iteration 62Q (74966.370000 sec): 3 clusters
  Score: Raw -1341188.443105 + Penalty 4512.086052 = -1336676.357054
  nChanged 7
		SP:Iteration 63Q (74966.590000 sec): 3 clusters
  Score: Raw -1341190.042365 + Penalty 4512.086052 = -1336677.956313
  nChanged 9
		SP:Iteration 64Q (74966.720000 sec): 3 clusters
  Score: Raw -1341191.312648 + Penalty 4512.086052 = -1336679.226597
  nChanged 6
		SP:Iteration 65Q (74966.920000 sec): 3 clusters
  Score: Raw -1341192.692045 + Penalty 4512.086052 = -1336680.605993
  nChanged 5
		SP:Iteration 66Q (74967.120000 sec): 3 clusters
  Score: Raw -1341193.300530 + Penalty 4512.086052 = -1336681.214478
  nChanged 5
		SP:Iteration 67Q (74967.310000 sec): 3 clusters
  Score: Raw -1341194.179298 + Penalty 4512.086052 = -1336682.093247
  nChanged 9
		SP:Iteration 68Q (74967.560000 sec): 3 clusters
  Score: Raw -1341195.521026 + Penalty 4512.086052 = -1336683.434975
  nChanged 10
		SP:Iteration 69Q (74967.730000 sec): 3 clusters
  Score: Raw -1341196.863342 + Penalty 4512.086052 = -1336684.777291
  nChanged 5
		SP:Iteration 70Q (74967.930000 sec): 3 clusters
  Score: Raw -1341198.048220 + Penalty 4512.086052 = -1336685.962169
  nChanged 2
		SP:Iteration 71Q (74968.090000 sec): 3 clusters
  Score: Raw -1341198.468102 + Penalty 4512.086052 = -1336686.382051
  nChanged 3
		SP:Iteration 72Q (74968.280000 sec): 3 clusters
  Score: Raw -1341199.138095 + Penalty 4512.086052 = -1336687.052043
  nChanged 2
		SP:Iteration 73Q (74968.490000 sec): 3 clusters
  Score: Raw -1341199.377882 + Penalty 4512.086052 = -1336687.291830
  nChanged 1
		SP:Iteration 74Q (74968.680000 sec): 3 clusters
  Score: Raw -1341199.592765 + Penalty 4512.086052 = -1336687.506714
  nChanged 1
		SP:Iteration 75Q (74968.900000 sec): 3 clusters
  Score: Raw -1341199.712579 + Penalty 4512.086052 = -1336687.626527
  nChanged 1
		SP:Iteration 76Q (74969.080000 sec): 3 clusters
  Score: Raw -1341200.019431 + Penalty 4512.086052 = -1336687.933379
  nChanged 2
		SP:Iteration 77Q (74969.270000 sec): 3 clusters
  Score: Raw -1341200.265204 + Penalty 4512.086052 = -1336688.179152
  nChanged 2
		SP:Iteration 78Q (74969.540000 sec): 3 clusters
  Score: Raw -1341200.506567 + Penalty 4512.086052 = -1336688.420515
  nChanged 2
		SP:Iteration 79Q (74969.740000 sec): 3 clusters
  Score: Raw -1341200.962625 + Penalty 4512.086052 = -1336688.876573
  nChanged 1
		SP:Iteration 80F (74969.990000 sec): 3 clusters
  Score: Raw -1341201.050631 + Penalty 4512.086052 = -1336688.964580
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (137175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74970.740000 sec): 2 clusters
  Score: Raw -22375695.648505 + Penalty 2933.595165 = -22372762.053340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74971.780000 sec): 3 clusters
  Score: Raw -22286608.892153 + Penalty 5867.190330 = -22280741.701823
  nChanged 65497
		SP:Iteration 1F (74972.880000 sec): 3 clusters
  Score: Raw -22324772.169486 + Penalty 5867.190330 = -22318904.979156
  nChanged 3827
		SP:Iteration 2Q (74974.310000 sec): 3 clusters
  Score: Raw -22325498.148740 + Penalty 5867.190330 = -22319630.958410
  nChanged 3768
		SP:Iteration 3Q (74975.650000 sec): 3 clusters
  Score: Raw -22326301.255542 + Penalty 5867.190330 = -22320434.065212
  nChanged 4089
		SP:Iteration 4Q (74977.000000 sec): 3 clusters
  Score: Raw -22327317.101755 + Penalty 5867.190330 = -22321449.911425
  nChanged 4616
		SP:Iteration 5Q (74978.320000 sec): 3 clusters
  Score: Raw -22328746.378448 + Penalty 5867.190330 = -22322879.188118
  nChanged 5922
		SP:Iteration 6Q (74979.560000 sec): 3 clusters
  Score: Raw -22331263.584832 + Penalty 5867.190330 = -22325396.394502
  nChanged 8280
		SP:Iteration 7F (74980.810000 sec): 3 clusters
  Score: Raw -22336061.829290 + Penalty 5867.190330 = -22330194.638960
  nChanged 10991
		SP:Iteration 8F (74981.990000 sec): 3 clusters
  Score: Raw -22344410.331948 + Penalty 5867.190330 = -22338543.141618
  nChanged 12317
		SP:Iteration 9F (74983.230000 sec): 3 clusters
  Score: Raw -22355663.089747 + Penalty 5867.190330 = -22349795.899417
  nChanged 10467
		SP:Iteration 10F (74984.280000 sec): 3 clusters
  Score: Raw -22366030.717329 + Penalty 5867.190330 = -22360163.526999
  nChanged 6350
		SP:Iteration 11Q (74985.400000 sec): 3 clusters
  Score: Raw -22372317.973878 + Penalty 5867.190330 = -22366450.783548
  nChanged 2591
		SP:Iteration 12Q (74986.460000 sec): 3 clusters
  Score: Raw -22374774.938123 + Penalty 5867.190330 = -22368907.747793
  nChanged 785
		SP:Iteration 13Q (74987.480000 sec): 3 clusters
  Score: Raw -22375537.581269 + Penalty 5867.190330 = -22369670.390939
  nChanged 218
		SP:Iteration 14Q (74988.430000 sec): 3 clusters
  Score: Raw -22375788.324590 + Penalty 5867.190330 = -22369921.134260
  nChanged 75
		SP:Iteration 15Q (74989.400000 sec): 3 clusters
  Score: Raw -22375901.252231 + Penalty 5867.190330 = -22370034.061901
  nChanged 32
		SP:Iteration 16Q (74990.460000 sec): 3 clusters
  Score: Raw -22375950.063304 + Penalty 5867.190330 = -22370082.872974
  nChanged 17
		SP:Iteration 17Q (74991.420000 sec): 3 clusters
  Score: Raw -22375977.282523 + Penalty 5867.190330 = -22370110.092193
  nChanged 13
		SP:Iteration 18Q (74992.560000 sec): 3 clusters
  Score: Raw -22375997.852867 + Penalty 5867.190330 = -22370130.662537
  nChanged 3
		SP:Iteration 19Q (74993.580000 sec): 3 clusters
  Score: Raw -22376005.541464 + Penalty 5867.190330 = -22370138.351134
  nChanged 4
		SP:Iteration 20F (74994.670000 sec): 3 clusters
  Score: Raw -22376013.044304 + Penalty 5867.190330 = -22370145.853975
  nChanged 3
		SP:Iteration 21Q (74995.600000 sec): 3 clusters
  Score: Raw -22376018.496440 + Penalty 5867.190330 = -22370151.306110
  nChanged 1
		SP:Iteration 22Q (74996.620000 sec): 3 clusters
  Score: Raw -22376018.886359 + Penalty 5867.190330 = -22370151.696029
  nChanged 0
		SP:Iteration 23F (74997.730000 sec): 3 clusters
  Score: Raw -22376018.886359 + Penalty 5867.190330 = -22370151.696029
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (7817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74997.900000 sec): 2 clusters
  Score: Raw -1183655.872968 + Penalty 2223.085920 = -1181432.787048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74998.020000 sec): 3 clusters
  Score: Raw -1179689.966465 + Penalty 4446.171840 = -1175243.794625
  nChanged 3185
		SP:Iteration 1F (74998.160000 sec): 3 clusters
  Score: Raw -1181515.148222 + Penalty 4446.171840 = -1177068.976383
  nChanged 628
		SP:Iteration 2F (74998.370000 sec): 3 clusters
  Score: Raw -1181945.215652 + Penalty 4446.171840 = -1177499.043812
  nChanged 544
		SP:Iteration 3F (74998.520000 sec): 3 clusters
  Score: Raw -1182286.929119 + Penalty 4446.171840 = -1177840.757279
  nChanged 436
		SP:Iteration 4F (74998.720000 sec): 3 clusters
  Score: Raw -1182556.026806 + Penalty 4446.171840 = -1178109.854966
  nChanged 392
		SP:Iteration 5F (74998.880000 sec): 3 clusters
  Score: Raw -1182801.587231 + Penalty 4446.171840 = -1178355.415391
  nChanged 349
		SP:Iteration 6Q (74999.080000 sec): 3 clusters
  Score: Raw -1183037.519607 + Penalty 4446.171840 = -1178591.347767
  nChanged 315
		SP:Iteration 7Q (74999.290000 sec): 3 clusters
  Score: Raw -1183236.759085 + Penalty 4446.171840 = -1178790.587246
  nChanged 288
		SP:Iteration 8Q (74999.460000 sec): 3 clusters
  Score: Raw -1183413.535320 + Penalty 4446.171840 = -1178967.363480
  nChanged 249
		SP:Iteration 9Q (74999.650000 sec): 3 clusters
  Score: Raw -1183543.656011 + Penalty 4446.171840 = -1179097.484172
  nChanged 186
		SP:Iteration 10Q (74999.820000 sec): 3 clusters
  Score: Raw -1183625.822219 + Penalty 4446.171840 = -1179179.650380
  nChanged 135
		SP:Iteration 11Q (75000.040000 sec): 3 clusters
  Score: Raw -1183691.082551 + Penalty 4446.171840 = -1179244.910712
  nChanged 126
		SP:Iteration 12Q (75000.220000 sec): 3 clusters
  Score: Raw -1183744.479715 + Penalty 4446.171840 = -1179298.307875
  nChanged 106
		SP:Iteration 13Q (75000.440000 sec): 3 clusters
  Score: Raw -1183790.651130 + Penalty 4446.171840 = -1179344.479291
  nChanged 104
		SP:Iteration 14Q (75000.640000 sec): 3 clusters
  Score: Raw -1183833.666314 + Penalty 4446.171840 = -1179387.494475
  nChanged 89
		SP:Iteration 15Q (75000.820000 sec): 3 clusters
  Score: Raw -1183876.571705 + Penalty 4446.171840 = -1179430.399865
  nChanged 100
		SP:Iteration 16Q (75001.020000 sec): 3 clusters
  Score: Raw -1183919.500731 + Penalty 4446.171840 = -1179473.328892
  nChanged 100
		SP:Iteration 17Q (75001.130000 sec): 3 clusters
  Score: Raw -1183971.218393 + Penalty 4446.171840 = -1179525.046553
  nChanged 99
		SP:Iteration 18Q (75001.360000 sec): 3 clusters
  Score: Raw -1184019.657142 + Penalty 4446.171840 = -1179573.485302
  nChanged 87
		SP:Iteration 19Q (75001.540000 sec): 3 clusters
  Score: Raw -1184059.491588 + Penalty 4446.171840 = -1179613.319748
  nChanged 91
		SP:Iteration 20F (75001.760000 sec): 3 clusters
  Score: Raw -1184105.084794 + Penalty 4446.171840 = -1179658.912955
  nChanged 78
		SP:Iteration 21Q (75001.930000 sec): 3 clusters
  Score: Raw -1184149.411740 + Penalty 4446.171840 = -1179703.239901
  nChanged 88
		SP:Iteration 22Q (75002.120000 sec): 3 clusters
  Score: Raw -1184190.530046 + Penalty 4446.171840 = -1179744.358206
  nChanged 75
		SP:Iteration 23Q (75002.320000 sec): 3 clusters
  Score: Raw -1184226.466583 + Penalty 4446.171840 = -1179780.294743
  nChanged 69
		SP:Iteration 24Q (75002.500000 sec): 3 clusters
  Score: Raw -1184259.108089 + Penalty 4446.171840 = -1179812.936250
  nChanged 60
		SP:Iteration 25Q (75002.660000 sec): 3 clusters
  Score: Raw -1184285.921748 + Penalty 4446.171840 = -1179839.749909
  nChanged 56
		SP:Iteration 26Q (75002.800000 sec): 3 clusters
  Score: Raw -1184307.025951 + Penalty 4446.171840 = -1179860.854111
  nChanged 43
		SP:Iteration 27Q (75003.020000 sec): 3 clusters
  Score: Raw -1184324.868546 + Penalty 4446.171840 = -1179878.696707
  nChanged 52
		SP:Iteration 28Q (75003.200000 sec): 3 clusters
  Score: Raw -1184348.506862 + Penalty 4446.171840 = -1179902.335023
  nChanged 49
		SP:Iteration 29Q (75003.430000 sec): 3 clusters
  Score: Raw -1184369.295242 + Penalty 4446.171840 = -1179923.123402
  nChanged 48
		SP:Iteration 30Q (75003.610000 sec): 3 clusters
  Score: Raw -1184386.861571 + Penalty 4446.171840 = -1179940.689732
  nChanged 40
		SP:Iteration 31Q (75003.810000 sec): 3 clusters
  Score: Raw -1184405.560363 + Penalty 4446.171840 = -1179959.388523
  nChanged 45
		SP:Iteration 32Q (75003.990000 sec): 3 clusters
  Score: Raw -1184428.070044 + Penalty 4446.171840 = -1179981.898204
  nChanged 45
		SP:Iteration 33Q (75004.180000 sec): 3 clusters
  Score: Raw -1184443.663185 + Penalty 4446.171840 = -1179997.491345
  nChanged 38
		SP:Iteration 34Q (75004.370000 sec): 3 clusters
  Score: Raw -1184457.583340 + Penalty 4446.171840 = -1180011.411501
  nChanged 32
		SP:Iteration 35Q (75004.510000 sec): 3 clusters
  Score: Raw -1184469.679631 + Penalty 4446.171840 = -1180023.507792
  nChanged 42
		SP:Iteration 36Q (75004.710000 sec): 3 clusters
  Score: Raw -1184486.890304 + Penalty 4446.171840 = -1180040.718464
  nChanged 42
		SP:Iteration 37Q (75004.950000 sec): 3 clusters
  Score: Raw -1184502.448199 + Penalty 4446.171840 = -1180056.276359
  nChanged 38
		SP:Iteration 38Q (75005.060000 sec): 3 clusters
  Score: Raw -1184516.270746 + Penalty 4446.171840 = -1180070.098906
  nChanged 38
		SP:Iteration 39Q (75005.250000 sec): 3 clusters
  Score: Raw -1184531.320495 + Penalty 4446.171840 = -1180085.148656
  nChanged 38
		SP:Iteration 40F (75005.450000 sec): 3 clusters
  Score: Raw -1184548.629478 + Penalty 4446.171840 = -1180102.457639
  nChanged 36
		SP:Iteration 41Q (75005.630000 sec): 3 clusters
  Score: Raw -1184561.289351 + Penalty 4446.171840 = -1180115.117512
  nChanged 37
		SP:Iteration 42Q (75005.790000 sec): 3 clusters
  Score: Raw -1184575.489250 + Penalty 4446.171840 = -1180129.317410
  nChanged 29
		SP:Iteration 43Q (75005.990000 sec): 3 clusters
  Score: Raw -1184585.869572 + Penalty 4446.171840 = -1180139.697733
  nChanged 25
		SP:Iteration 44Q (75006.140000 sec): 3 clusters
  Score: Raw -1184593.123342 + Penalty 4446.171840 = -1180146.951502
  nChanged 22
		SP:Iteration 45Q (75006.350000 sec): 3 clusters
  Score: Raw -1184600.647533 + Penalty 4446.171840 = -1180154.475694
  nChanged 20
		SP:Iteration 46Q (75006.600000 sec): 3 clusters
  Score: Raw -1184606.753096 + Penalty 4446.171840 = -1180160.581257
  nChanged 13
		SP:Iteration 47Q (75006.770000 sec): 3 clusters
  Score: Raw -1184610.080780 + Penalty 4446.171840 = -1180163.908941
  nChanged 10
		SP:Iteration 48Q (75006.950000 sec): 3 clusters
  Score: Raw -1184612.475267 + Penalty 4446.171840 = -1180166.303427
  nChanged 10
		SP:Iteration 49Q (75007.090000 sec): 3 clusters
  Score: Raw -1184616.097965 + Penalty 4446.171840 = -1180169.926126
  nChanged 12
		SP:Iteration 50Q (75007.270000 sec): 3 clusters
  Score: Raw -1184620.684201 + Penalty 4446.171840 = -1180174.512361
  nChanged 12
		SP:Iteration 51Q (75007.490000 sec): 3 clusters
  Score: Raw -1184625.911197 + Penalty 4446.171840 = -1180179.739357
  nChanged 14
		SP:Iteration 52Q (75007.710000 sec): 3 clusters
  Score: Raw -1184633.430228 + Penalty 4446.171840 = -1180187.258388
  nChanged 15
		SP:Iteration 53Q (75007.850000 sec): 3 clusters
  Score: Raw -1184639.501378 + Penalty 4446.171840 = -1180193.329538
  nChanged 11
		SP:Iteration 54Q (75008.030000 sec): 3 clusters
  Score: Raw -1184642.917304 + Penalty 4446.171840 = -1180196.745464
  nChanged 11
		SP:Iteration 55Q (75008.230000 sec): 3 clusters
  Score: Raw -1184645.471227 + Penalty 4446.171840 = -1180199.299388
  nChanged 7
		SP:Iteration 56Q (75008.350000 sec): 3 clusters
  Score: Raw -1184648.466901 + Penalty 4446.171840 = -1180202.295061
  nChanged 8
		SP:Iteration 57Q (75008.530000 sec): 3 clusters
  Score: Raw -1184650.599390 + Penalty 4446.171840 = -1180204.427551
  nChanged 6
		SP:Iteration 58Q (75008.710000 sec): 3 clusters
  Score: Raw -1184652.426675 + Penalty 4446.171840 = -1180206.254835
  nChanged 5
		SP:Iteration 59Q (75008.870000 sec): 3 clusters
  Score: Raw -1184654.412084 + Penalty 4446.171840 = -1180208.240244
  nChanged 11
		SP:Iteration 60F (75009.050000 sec): 3 clusters
  Score: Raw -1184658.760378 + Penalty 4446.171840 = -1180212.588538
  nChanged 13
		SP:Iteration 61Q (75009.230000 sec): 3 clusters
  Score: Raw -1184662.897428 + Penalty 4446.171840 = -1180216.725588
  nChanged 10
		SP:Iteration 62Q (75009.410000 sec): 3 clusters
  Score: Raw -1184667.318982 + Penalty 4446.171840 = -1180221.147142
  nChanged 11
		SP:Iteration 63Q (75009.590000 sec): 3 clusters
  Score: Raw -1184670.814637 + Penalty 4446.171840 = -1180224.642798
  nChanged 11
		SP:Iteration 64Q (75009.810000 sec): 3 clusters
  Score: Raw -1184674.529283 + Penalty 4446.171840 = -1180228.357443
  nChanged 8
		SP:Iteration 65Q (75010.030000 sec): 3 clusters
  Score: Raw -1184678.021930 + Penalty 4446.171840 = -1180231.850091
  nChanged 10
		SP:Iteration 66Q (75010.170000 sec): 3 clusters
  Score: Raw -1184682.691389 + Penalty 4446.171840 = -1180236.519549
  nChanged 10
		SP:Iteration 67Q (75010.350000 sec): 3 clusters
  Score: Raw -1184688.245678 + Penalty 4446.171840 = -1180242.073838
  nChanged 12
		SP:Iteration 68Q (75010.630000 sec): 3 clusters
  Score: Raw -1184694.692031 + Penalty 4446.171840 = -1180248.520191
  nChanged 14
		SP:Iteration 69Q (75010.770000 sec): 3 clusters
  Score: Raw -1184704.960966 + Penalty 4446.171840 = -1180258.789126
  nChanged 15
		SP:Iteration 70Q (75010.990000 sec): 3 clusters
  Score: Raw -1184710.660990 + Penalty 4446.171840 = -1180264.489151
  nChanged 19
		SP:Iteration 71Q (75011.210000 sec): 3 clusters
  Score: Raw -1184716.851872 + Penalty 4446.171840 = -1180270.680032
  nChanged 13
		SP:Iteration 72Q (75011.430000 sec): 3 clusters
  Score: Raw -1184721.041580 + Penalty 4446.171840 = -1180274.869740
  nChanged 9
		SP:Iteration 73Q (75011.640000 sec): 3 clusters
  Score: Raw -1184724.177290 + Penalty 4446.171840 = -1180278.005451
  nChanged 5
		SP:Iteration 74Q (75011.830000 sec): 3 clusters
  Score: Raw -1184725.730001 + Penalty 4446.171840 = -1180279.558161
  nChanged 3
		SP:Iteration 75Q (75012.050000 sec): 3 clusters
  Score: Raw -1184726.633464 + Penalty 4446.171840 = -1180280.461625
  nChanged 3
		SP:Iteration 76Q (75012.310000 sec): 3 clusters
  Score: Raw -1184727.299636 + Penalty 4446.171840 = -1180281.127797
  nChanged 4
		SP:Iteration 77Q (75012.510000 sec): 3 clusters
  Score: Raw -1184728.076835 + Penalty 4446.171840 = -1180281.904995
  nChanged 4
		SP:Iteration 78Q (75012.710000 sec): 3 clusters
  Score: Raw -1184729.488372 + Penalty 4446.171840 = -1180283.316533
  nChanged 6
		SP:Iteration 79Q (75012.920000 sec): 3 clusters
  Score: Raw -1184731.040934 + Penalty 4446.171840 = -1180284.869094
  nChanged 4
		SP:Iteration 80F (75013.170000 sec): 3 clusters
  Score: Raw -1184731.566191 + Penalty 4446.171840 = -1180285.394351
  nChanged 2
		SP:Iteration 81Q (75013.380000 sec): 3 clusters
  Score: Raw -1184732.056835 + Penalty 4446.171840 = -1180285.884996
  nChanged 3
		SP:Iteration 82Q (75013.580000 sec): 3 clusters
  Score: Raw -1184732.692520 + Penalty 4446.171840 = -1180286.520681
  nChanged 2
		SP:Iteration 83Q (75013.790000 sec): 3 clusters
  Score: Raw -1184733.487439 + Penalty 4446.171840 = -1180287.315599
  nChanged 2
		SP:Iteration 84Q (75013.990000 sec): 3 clusters
  Score: Raw -1184733.976446 + Penalty 4446.171840 = -1180287.804607
  nChanged 2
		SP:Iteration 85Q (75014.230000 sec): 3 clusters
  Score: Raw -1184734.604433 + Penalty 4446.171840 = -1180288.432594
  nChanged 2
		SP:Iteration 86Q (75014.470000 sec): 3 clusters
  Score: Raw -1184735.123593 + Penalty 4446.171840 = -1180288.951753
  nChanged 1
		SP:Iteration 87Q (75014.670000 sec): 3 clusters
  Score: Raw -1184735.386235 + Penalty 4446.171840 = -1180289.214396
  nChanged 1
		SP:Iteration 88Q (75014.910000 sec): 3 clusters
  Score: Raw -1184735.634860 + Penalty 4446.171840 = -1180289.463021
  nChanged 1
		SP:Iteration 89Q (75015.070000 sec): 3 clusters
  Score: Raw -1184735.796487 + Penalty 4446.171840 = -1180289.624647
  nChanged 0
		SP:Iteration 90F (75015.290000 sec): 3 clusters
  Score: Raw -1184735.796487 + Penalty 4446.171840 = -1180289.624647
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (18150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75015.470000 sec): 2 clusters
  Score: Raw -2990787.152976 + Penalty 2431.993608 = -2988355.159367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75015.790000 sec): 3 clusters
  Score: Raw -2980350.967320 + Penalty 4863.987216 = -2975486.980103
  nChanged 7964
		SP:Iteration 1F (75016.190000 sec): 3 clusters
  Score: Raw -2984577.359479 + Penalty 4863.987216 = -2979713.372263
  nChanged 996
		SP:Iteration 2F (75016.500000 sec): 3 clusters
  Score: Raw -2984969.396803 + Penalty 4863.987216 = -2980105.409587
  nChanged 862
		SP:Iteration 3Q (75016.810000 sec): 3 clusters
  Score: Raw -2985317.311408 + Penalty 4863.987216 = -2980453.324191
  nChanged 824
		SP:Iteration 4Q (75017.130000 sec): 3 clusters
  Score: Raw -2985707.418273 + Penalty 4863.987216 = -2980843.431056
  nChanged 900
		SP:Iteration 5Q (75017.460000 sec): 3 clusters
  Score: Raw -2986176.716153 + Penalty 4863.987216 = -2981312.728936
  nChanged 938
		SP:Iteration 6F (75017.720000 sec): 3 clusters
  Score: Raw -2986745.218392 + Penalty 4863.987216 = -2981881.231176
  nChanged 1038
		SP:Iteration 7F (75018.040000 sec): 3 clusters
  Score: Raw -2987456.416299 + Penalty 4863.987216 = -2982592.429083
  nChanged 1094
		SP:Iteration 8F (75018.330000 sec): 3 clusters
  Score: Raw -2988295.838196 + Penalty 4863.987216 = -2983431.850979
  nChanged 1024
		SP:Iteration 9F (75018.580000 sec): 3 clusters
  Score: Raw -2989164.719110 + Penalty 4863.987216 = -2984300.731893
  nChanged 820
		SP:Iteration 10Q (75018.860000 sec): 3 clusters
  Score: Raw -2989935.534476 + Penalty 4863.987216 = -2985071.547260
  nChanged 505
		SP:Iteration 11Q (75019.160000 sec): 3 clusters
  Score: Raw -2990443.328436 + Penalty 4863.987216 = -2985579.341220
  nChanged 263
		SP:Iteration 12Q (75019.420000 sec): 3 clusters
  Score: Raw -2990711.704885 + Penalty 4863.987216 = -2985847.717668
  nChanged 126
		SP:Iteration 13Q (75019.720000 sec): 3 clusters
  Score: Raw -2990849.049186 + Penalty 4863.987216 = -2985985.061970
  nChanged 56
		SP:Iteration 14Q (75019.990000 sec): 3 clusters
  Score: Raw -2990919.247900 + Penalty 4863.987216 = -2986055.260683
  nChanged 36
		SP:Iteration 15Q (75020.250000 sec): 3 clusters
  Score: Raw -2990966.223727 + Penalty 4863.987216 = -2986102.236511
  nChanged 25
		SP:Iteration 16Q (75020.520000 sec): 3 clusters
  Score: Raw -2991005.062489 + Penalty 4863.987216 = -2986141.075273
  nChanged 15
		SP:Iteration 17Q (75020.820000 sec): 3 clusters
  Score: Raw -2991028.365566 + Penalty 4863.987216 = -2986164.378350
  nChanged 5
		SP:Iteration 18Q (75021.080000 sec): 3 clusters
  Score: Raw -2991036.024811 + Penalty 4863.987216 = -2986172.037594
  nChanged 4
		SP:Iteration 19Q (75021.360000 sec): 3 clusters
  Score: Raw -2991042.257335 + Penalty 4863.987216 = -2986178.270118
  nChanged 5
		SP:Iteration 20F (75021.640000 sec): 3 clusters
  Score: Raw -2991049.740922 + Penalty 4863.987216 = -2986185.753706
  nChanged 7
		SP:Iteration 21Q (75021.920000 sec): 3 clusters
  Score: Raw -2991063.543745 + Penalty 4863.987216 = -2986199.556528
  nChanged 5
		SP:Iteration 22Q (75022.200000 sec): 3 clusters
  Score: Raw -2991074.363033 + Penalty 4863.987216 = -2986210.375817
  nChanged 5
		SP:Iteration 23Q (75022.450000 sec): 3 clusters
  Score: Raw -2991084.255214 + Penalty 4863.987216 = -2986220.267998
  nChanged 4
		SP:Iteration 24Q (75022.710000 sec): 3 clusters
  Score: Raw -2991092.062408 + Penalty 4863.987216 = -2986228.075191
  nChanged 2
		SP:Iteration 25Q (75022.960000 sec): 3 clusters
  Score: Raw -2991095.999606 + Penalty 4863.987216 = -2986232.012390
  nChanged 1
		SP:Iteration 26Q (75023.200000 sec): 3 clusters
  Score: Raw -2991097.322874 + Penalty 4863.987216 = -2986233.335657
  nChanged 1
		SP:Iteration 27Q (75023.470000 sec): 3 clusters
  Score: Raw -2991098.196111 + Penalty 4863.987216 = -2986234.208895
  nChanged 1
		SP:Iteration 28Q (75023.690000 sec): 3 clusters
  Score: Raw -2991099.733669 + Penalty 4863.987216 = -2986235.746452
  nChanged 0
		SP:Iteration 29F (75024.030000 sec): 3 clusters
  Score: Raw -2991099.733669 + Penalty 4863.987216 = -2986235.746452
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (3388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75024.110000 sec): 2 clusters
  Score: Raw -539343.293290 + Penalty 2015.742774 = -537327.550516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75024.290000 sec): 3 clusters
  Score: Raw -537902.843923 + Penalty 4031.485548 = -533871.358375
  nChanged 1229
		SP:Iteration 1F (75024.430000 sec): 3 clusters
  Score: Raw -538635.430659 + Penalty 4031.485548 = -534603.945111
  nChanged 242
		SP:Iteration 2F (75024.550000 sec): 3 clusters
  Score: Raw -538784.740972 + Penalty 4031.485548 = -534753.255424
  nChanged 143
		SP:Iteration 3Q (75024.780000 sec): 3 clusters
  Score: Raw -538877.356427 + Penalty 4031.485548 = -534845.870879
  nChanged 106
		SP:Iteration 4Q (75024.960000 sec): 3 clusters
  Score: Raw -538950.464813 + Penalty 4031.485548 = -534918.979265
  nChanged 102
		SP:Iteration 5Q (75025.110000 sec): 3 clusters
  Score: Raw -539004.339058 + Penalty 4031.485548 = -534972.853510
  nChanged 65
		SP:Iteration 6Q (75025.270000 sec): 3 clusters
  Score: Raw -539037.940881 + Penalty 4031.485548 = -535006.455333
  nChanged 60
		SP:Iteration 7Q (75025.450000 sec): 3 clusters
  Score: Raw -539068.875885 + Penalty 4031.485548 = -535037.390337
  nChanged 53
		SP:Iteration 8Q (75025.630000 sec): 3 clusters
  Score: Raw -539098.749401 + Penalty 4031.485548 = -535067.263853
  nChanged 56
		SP:Iteration 9Q (75025.800000 sec): 3 clusters
  Score: Raw -539127.824910 + Penalty 4031.485548 = -535096.339363
  nChanged 53
		SP:Iteration 10Q (75025.970000 sec): 3 clusters
  Score: Raw -539156.795646 + Penalty 4031.485548 = -535125.310099
  nChanged 43
		SP:Iteration 11Q (75026.150000 sec): 3 clusters
  Score: Raw -539182.404613 + Penalty 4031.485548 = -535150.919065
  nChanged 46
		SP:Iteration 12Q (75026.330000 sec): 3 clusters
  Score: Raw -539205.572697 + Penalty 4031.485548 = -535174.087149
  nChanged 42
		SP:Iteration 13Q (75026.480000 sec): 3 clusters
  Score: Raw -539226.104774 + Penalty 4031.485548 = -535194.619226
  nChanged 25
		SP:Iteration 14Q (75026.640000 sec): 3 clusters
  Score: Raw -539237.426406 + Penalty 4031.485548 = -535205.940858
  nChanged 22
		SP:Iteration 15Q (75026.820000 sec): 3 clusters
  Score: Raw -539246.114120 + Penalty 4031.485548 = -535214.628573
  nChanged 16
		SP:Iteration 16Q (75026.990000 sec): 3 clusters
  Score: Raw -539254.452138 + Penalty 4031.485548 = -535222.966590
  nChanged 20
		SP:Iteration 17Q (75027.170000 sec): 3 clusters
  Score: Raw -539271.389762 + Penalty 4031.485548 = -535239.904215
  nChanged 26
		SP:Iteration 18Q (75027.390000 sec): 3 clusters
  Score: Raw -539292.643402 + Penalty 4031.485548 = -535261.157855
  nChanged 33
		SP:Iteration 19Q (75027.560000 sec): 3 clusters
  Score: Raw -539310.986648 + Penalty 4031.485548 = -535279.501101
  nChanged 32
		SP:Iteration 20F (75027.710000 sec): 3 clusters
  Score: Raw -539326.780700 + Penalty 4031.485548 = -535295.295153
  nChanged 33
		SP:Iteration 21Q (75027.890000 sec): 3 clusters
  Score: Raw -539344.052910 + Penalty 4031.485548 = -535312.567362
  nChanged 31
		SP:Iteration 22Q (75028.070000 sec): 3 clusters
  Score: Raw -539359.470333 + Penalty 4031.485548 = -535327.984786
  nChanged 29
		SP:Iteration 23Q (75028.230000 sec): 3 clusters
  Score: Raw -539374.742561 + Penalty 4031.485548 = -535343.257013
  nChanged 27
		SP:Iteration 24Q (75028.410000 sec): 3 clusters
  Score: Raw -539387.631790 + Penalty 4031.485548 = -535356.146242
  nChanged 30
		SP:Iteration 25Q (75028.440000 sec): 3 clusters
  Score: Raw -539399.904682 + Penalty 4031.485548 = -535368.419134
  nChanged 28
		SP:Iteration 26Q (75028.560000 sec): 3 clusters
  Score: Raw -539413.018901 + Penalty 4031.485548 = -535381.533354
  nChanged 26
		SP:Iteration 27Q (75028.770000 sec): 3 clusters
  Score: Raw -539426.908890 + Penalty 4031.485548 = -535395.423342
  nChanged 32
		SP:Iteration 28Q (75028.950000 sec): 3 clusters
  Score: Raw -539444.869295 + Penalty 4031.485548 = -535413.383748
  nChanged 46
		SP:Iteration 29Q (75029.120000 sec): 3 clusters
  Score: Raw -539474.155738 + Penalty 4031.485548 = -535442.670190
  nChanged 47
		SP:Iteration 30Q (75029.300000 sec): 3 clusters
  Score: Raw -539502.041894 + Penalty 4031.485548 = -535470.556347
  nChanged 48
		SP:Iteration 31Q (75029.510000 sec): 3 clusters
  Score: Raw -539533.939303 + Penalty 4031.485548 = -535502.453755
  nChanged 50
		SP:Iteration 32Q (75029.650000 sec): 3 clusters
  Score: Raw -539567.930199 + Penalty 4031.485548 = -535536.444652
  nChanged 55
		SP:Iteration 33Q (75029.870000 sec): 3 clusters
  Score: Raw -539601.556153 + Penalty 4031.485548 = -535570.070605
  nChanged 66
		SP:Iteration 34Q (75030.050000 sec): 3 clusters
  Score: Raw -539653.583074 + Penalty 4031.485548 = -535622.097527
  nChanged 59
		SP:Iteration 35Q (75030.200000 sec): 3 clusters
  Score: Raw -539702.192676 + Penalty 4031.485548 = -535670.707128
  nChanged 46
		SP:Iteration 36Q (75030.370000 sec): 3 clusters
  Score: Raw -539729.758009 + Penalty 4031.485548 = -535698.272462
  nChanged 41
		SP:Iteration 37Q (75030.520000 sec): 3 clusters
  Score: Raw -539747.517660 + Penalty 4031.485548 = -535716.032112
  nChanged 24
		SP:Iteration 38Q (75030.700000 sec): 3 clusters
  Score: Raw -539759.743955 + Penalty 4031.485548 = -535728.258407
  nChanged 20
		SP:Iteration 39Q (75030.830000 sec): 3 clusters
  Score: Raw -539770.447721 + Penalty 4031.485548 = -535738.962173
  nChanged 17
		SP:Iteration 40F (75030.990000 sec): 3 clusters
  Score: Raw -539782.406267 + Penalty 4031.485548 = -535750.920719
  nChanged 28
		SP:Iteration 41Q (75031.160000 sec): 3 clusters
  Score: Raw -539796.713093 + Penalty 4031.485548 = -535765.227546
  nChanged 16
		SP:Iteration 42Q (75031.330000 sec): 3 clusters
  Score: Raw -539803.534917 + Penalty 4031.485548 = -535772.049369
  nChanged 12
		SP:Iteration 43Q (75031.540000 sec): 3 clusters
  Score: Raw -539808.113286 + Penalty 4031.485548 = -535776.627739
  nChanged 14
		SP:Iteration 44Q (75031.730000 sec): 3 clusters
  Score: Raw -539814.135358 + Penalty 4031.485548 = -535782.649810
  nChanged 16
		SP:Iteration 45Q (75031.910000 sec): 3 clusters
  Score: Raw -539820.142285 + Penalty 4031.485548 = -535788.656737
  nChanged 12
		SP:Iteration 46Q (75032.070000 sec): 3 clusters
  Score: Raw -539824.144835 + Penalty 4031.485548 = -535792.659287
  nChanged 9
		SP:Iteration 47Q (75032.290000 sec): 3 clusters
  Score: Raw -539827.577791 + Penalty 4031.485548 = -535796.092243
  nChanged 6
		SP:Iteration 48Q (75032.470000 sec): 3 clusters
  Score: Raw -539829.566431 + Penalty 4031.485548 = -535798.080883
  nChanged 4
		SP:Iteration 49Q (75032.600000 sec): 3 clusters
  Score: Raw -539832.324711 + Penalty 4031.485548 = -535800.839164
  nChanged 4
		SP:Iteration 50Q (75032.760000 sec): 3 clusters
  Score: Raw -539835.030387 + Penalty 4031.485548 = -535803.544839
  nChanged 6
		SP:Iteration 51Q (75032.920000 sec): 3 clusters
  Score: Raw -539837.149743 + Penalty 4031.485548 = -535805.664196
  nChanged 6
		SP:Iteration 52Q (75033.080000 sec): 3 clusters
  Score: Raw -539839.292948 + Penalty 4031.485548 = -535807.807400
  nChanged 6
		SP:Iteration 53Q (75033.270000 sec): 3 clusters
  Score: Raw -539841.855185 + Penalty 4031.485548 = -535810.369637
  nChanged 7
		SP:Iteration 54Q (75033.490000 sec): 3 clusters
  Score: Raw -539843.908042 + Penalty 4031.485548 = -535812.422494
  nChanged 5
		SP:Iteration 55Q (75033.630000 sec): 3 clusters
  Score: Raw -539846.705842 + Penalty 4031.485548 = -535815.220294
  nChanged 7
		SP:Iteration 56Q (75033.850000 sec): 3 clusters
  Score: Raw -539850.484273 + Penalty 4031.485548 = -535818.998725
  nChanged 7
		SP:Iteration 57Q (75034.010000 sec): 3 clusters
  Score: Raw -539855.030428 + Penalty 4031.485548 = -535823.544880
  nChanged 10
		SP:Iteration 58Q (75034.170000 sec): 3 clusters
  Score: Raw -539861.377244 + Penalty 4031.485548 = -535829.891697
  nChanged 18
		SP:Iteration 59Q (75034.310000 sec): 3 clusters
  Score: Raw -539868.994580 + Penalty 4031.485548 = -535837.509032
  nChanged 17
		SP:Iteration 60F (75034.440000 sec): 3 clusters
  Score: Raw -539877.021758 + Penalty 4031.485548 = -535845.536211
  nChanged 12
		SP:Iteration 61Q (75034.600000 sec): 3 clusters
  Score: Raw -539881.798306 + Penalty 4031.485548 = -535850.312758
  nChanged 7
		SP:Iteration 62Q (75034.760000 sec): 3 clusters
  Score: Raw -539884.592154 + Penalty 4031.485548 = -535853.106607
  nChanged 12
		SP:Iteration 63Q (75034.930000 sec): 3 clusters
  Score: Raw -539890.465874 + Penalty 4031.485548 = -535858.980326
  nChanged 10
		SP:Iteration 64Q (75035.120000 sec): 3 clusters
  Score: Raw -539895.397240 + Penalty 4031.485548 = -535863.911693
  nChanged 9
		SP:Iteration 65Q (75035.280000 sec): 3 clusters
  Score: Raw -539899.376190 + Penalty 4031.485548 = -535867.890642
  nChanged 10
		SP:Iteration 66Q (75035.460000 sec): 3 clusters
  Score: Raw -539905.481995 + Penalty 4031.485548 = -535873.996447
  nChanged 21
		SP:Iteration 67Q (75035.630000 sec): 3 clusters
  Score: Raw -539914.677946 + Penalty 4031.485548 = -535883.192398
  nChanged 20
		SP:Iteration 68Q (75035.810000 sec): 3 clusters
  Score: Raw -539924.937302 + Penalty 4031.485548 = -535893.451754
  nChanged 11
		SP:Iteration 69Q (75035.960000 sec): 3 clusters
  Score: Raw -539930.514321 + Penalty 4031.485548 = -535899.028773
  nChanged 21
		SP:Iteration 70Q (75036.100000 sec): 3 clusters
  Score: Raw -539939.460215 + Penalty 4031.485548 = -535907.974668
  nChanged 13
		SP:Iteration 71Q (75036.240000 sec): 3 clusters
  Score: Raw -539946.478568 + Penalty 4031.485548 = -535914.993020
  nChanged 21
		SP:Iteration 72Q (75036.390000 sec): 3 clusters
  Score: Raw -539954.620599 + Penalty 4031.485548 = -535923.135051
  nChanged 9
		SP:Iteration 73Q (75036.590000 sec): 3 clusters
  Score: Raw -539958.311015 + Penalty 4031.485548 = -535926.825467
  nChanged 9
		SP:Iteration 74Q (75036.750000 sec): 3 clusters
  Score: Raw -539960.815273 + Penalty 4031.485548 = -535929.329725
  nChanged 9
		SP:Iteration 75Q (75036.900000 sec): 3 clusters
  Score: Raw -539964.569266 + Penalty 4031.485548 = -535933.083719
  nChanged 12
		SP:Iteration 76Q (75037.100000 sec): 3 clusters
  Score: Raw -539969.103997 + Penalty 4031.485548 = -535937.618449
  nChanged 7
		SP:Iteration 77Q (75037.270000 sec): 3 clusters
  Score: Raw -539971.710518 + Penalty 4031.485548 = -535940.224971
  nChanged 9
		SP:Iteration 78Q (75037.440000 sec): 3 clusters
  Score: Raw -539975.112964 + Penalty 4031.485548 = -535943.627416
  nChanged 10
		SP:Iteration 79Q (75037.670000 sec): 3 clusters
  Score: Raw -539978.048119 + Penalty 4031.485548 = -535946.562571
  nChanged 7
		SP:Iteration 80F (75037.800000 sec): 3 clusters
  Score: Raw -539981.256061 + Penalty 4031.485548 = -535949.770513
  nChanged 6
		SP:Iteration 81Q (75037.980000 sec): 3 clusters
  Score: Raw -539983.662636 + Penalty 4031.485548 = -535952.177089
  nChanged 9
		SP:Iteration 82Q (75038.160000 sec): 3 clusters
  Score: Raw -539986.624196 + Penalty 4031.485548 = -535955.138648
  nChanged 4
		SP:Iteration 83Q (75038.330000 sec): 3 clusters
  Score: Raw -539988.483712 + Penalty 4031.485548 = -535956.998165
  nChanged 3
		SP:Iteration 84Q (75038.540000 sec): 3 clusters
  Score: Raw -539989.756574 + Penalty 4031.485548 = -535958.271026
  nChanged 2
		SP:Iteration 85Q (75038.720000 sec): 3 clusters
  Score: Raw -539990.342886 + Penalty 4031.485548 = -535958.857339
  nChanged 3
		SP:Iteration 86Q (75038.920000 sec): 3 clusters
  Score: Raw -539991.849318 + Penalty 4031.485548 = -535960.363771
  nChanged 4
		SP:Iteration 87Q (75039.090000 sec): 3 clusters
  Score: Raw -539993.577842 + Penalty 4031.485548 = -535962.092295
  nChanged 4
		SP:Iteration 88Q (75039.250000 sec): 3 clusters
  Score: Raw -539994.879636 + Penalty 4031.485548 = -535963.394088
  nChanged 4
		SP:Iteration 89Q (75039.450000 sec): 3 clusters
  Score: Raw -539996.206195 + Penalty 4031.485548 = -535964.720648
  nChanged 2
		SP:Iteration 90Q (75039.620000 sec): 3 clusters
  Score: Raw -539996.940512 + Penalty 4031.485548 = -535965.454964
  nChanged 3
		SP:Iteration 91Q (75039.800000 sec): 3 clusters
  Score: Raw -539998.058129 + Penalty 4031.485548 = -535966.572582
  nChanged 3
		SP:Iteration 92Q (75039.980000 sec): 3 clusters
  Score: Raw -539999.789921 + Penalty 4031.485548 = -535968.304374
  nChanged 5
		SP:Iteration 93Q (75040.190000 sec): 3 clusters
  Score: Raw -540002.288997 + Penalty 4031.485548 = -535970.803450
  nChanged 2
		SP:Iteration 94Q (75040.360000 sec): 3 clusters
  Score: Raw -540003.110878 + Penalty 4031.485548 = -535971.625330
  nChanged 5
		SP:Iteration 95Q (75040.520000 sec): 3 clusters
  Score: Raw -540004.963702 + Penalty 4031.485548 = -535973.478154
  nChanged 0
		SP:Iteration 96F (75040.730000 sec): 3 clusters
  Score: Raw -540004.963702 + Penalty 4031.485548 = -535973.478154
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (7426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75040.840000 sec): 2 clusters
  Score: Raw -1051309.745672 + Penalty 2210.360173 = -1049099.385499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75041.060000 sec): 3 clusters
  Score: Raw -1047539.288186 + Penalty 4420.720347 = -1043118.567840
  nChanged 2951
		SP:Iteration 1F (75041.240000 sec): 3 clusters
  Score: Raw -1049395.921953 + Penalty 4420.720347 = -1044975.201607
  nChanged 641
		SP:Iteration 2F (75041.430000 sec): 3 clusters
  Score: Raw -1049872.934749 + Penalty 4420.720347 = -1045452.214402
  nChanged 519
		SP:Iteration 3F (75041.610000 sec): 3 clusters
  Score: Raw -1050291.378948 + Penalty 4420.720347 = -1045870.658601
  nChanged 445
		SP:Iteration 4F (75041.840000 sec): 3 clusters
  Score: Raw -1050619.341374 + Penalty 4420.720347 = -1046198.621027
  nChanged 407
		SP:Iteration 5F (75041.980000 sec): 3 clusters
  Score: Raw -1050987.910813 + Penalty 4420.720347 = -1046567.190466
  nChanged 387
		SP:Iteration 6F (75042.180000 sec): 3 clusters
  Score: Raw -1051300.390146 + Penalty 4420.720347 = -1046879.669799
  nChanged 330
		SP:Iteration 7Q (75042.360000 sec): 3 clusters
  Score: Raw -1051554.647616 + Penalty 4420.720347 = -1047133.927269
  nChanged 281
		SP:Iteration 8Q (75042.540000 sec): 3 clusters
  Score: Raw -1051765.887363 + Penalty 4420.720347 = -1047345.167017
  nChanged 245
		SP:Iteration 9Q (75042.720000 sec): 3 clusters
  Score: Raw -1051940.763893 + Penalty 4420.720347 = -1047520.043546
  nChanged 195
		SP:Iteration 10Q (75042.940000 sec): 3 clusters
  Score: Raw -1052100.485435 + Penalty 4420.720347 = -1047679.765088
  nChanged 210
		SP:Iteration 11Q (75043.150000 sec): 3 clusters
  Score: Raw -1052247.161194 + Penalty 4420.720347 = -1047826.440847
  nChanged 191
		SP:Iteration 12Q (75043.320000 sec): 3 clusters
  Score: Raw -1052368.225410 + Penalty 4420.720347 = -1047947.505063
  nChanged 146
		SP:Iteration 13Q (75043.540000 sec): 3 clusters
  Score: Raw -1052450.024190 + Penalty 4420.720347 = -1048029.303843
  nChanged 130
		SP:Iteration 14Q (75043.730000 sec): 3 clusters
  Score: Raw -1052530.825033 + Penalty 4420.720347 = -1048110.104686
  nChanged 122
		SP:Iteration 15Q (75043.900000 sec): 3 clusters
  Score: Raw -1052594.749432 + Penalty 4420.720347 = -1048174.029085
  nChanged 96
		SP:Iteration 16Q (75044.080000 sec): 3 clusters
  Score: Raw -1052640.103362 + Penalty 4420.720347 = -1048219.383015
  nChanged 77
		SP:Iteration 17Q (75044.330000 sec): 3 clusters
  Score: Raw -1052671.168288 + Penalty 4420.720347 = -1048250.447942
  nChanged 59
		SP:Iteration 18Q (75044.480000 sec): 3 clusters
  Score: Raw -1052696.973922 + Penalty 4420.720347 = -1048276.253575
  nChanged 55
		SP:Iteration 19Q (75044.670000 sec): 3 clusters
  Score: Raw -1052715.933756 + Penalty 4420.720347 = -1048295.213409
  nChanged 47
		SP:Iteration 20F (75044.890000 sec): 3 clusters
  Score: Raw -1052730.198493 + Penalty 4420.720347 = -1048309.478146
  nChanged 35
		SP:Iteration 21Q (75045.070000 sec): 3 clusters
  Score: Raw -1052742.184439 + Penalty 4420.720347 = -1048321.464092
  nChanged 25
		SP:Iteration 22Q (75045.270000 sec): 3 clusters
  Score: Raw -1052749.351336 + Penalty 4420.720347 = -1048328.630989
  nChanged 19
		SP:Iteration 23Q (75045.450000 sec): 3 clusters
  Score: Raw -1052755.034044 + Penalty 4420.720347 = -1048334.313697
  nChanged 21
		SP:Iteration 24Q (75045.650000 sec): 3 clusters
  Score: Raw -1052760.033904 + Penalty 4420.720347 = -1048339.313557
  nChanged 11
		SP:Iteration 25Q (75045.830000 sec): 3 clusters
  Score: Raw -1052762.946251 + Penalty 4420.720347 = -1048342.225904
  nChanged 9
		SP:Iteration 26Q (75046.010000 sec): 3 clusters
  Score: Raw -1052765.236511 + Penalty 4420.720347 = -1048344.516164
  nChanged 11
		SP:Iteration 27Q (75046.210000 sec): 3 clusters
  Score: Raw -1052767.752676 + Penalty 4420.720347 = -1048347.032330
  nChanged 10
		SP:Iteration 28Q (75046.410000 sec): 3 clusters
  Score: Raw -1052769.933452 + Penalty 4420.720347 = -1048349.213105
  nChanged 10
		SP:Iteration 29Q (75046.590000 sec): 3 clusters
  Score: Raw -1052771.486136 + Penalty 4420.720347 = -1048350.765789
  nChanged 4
		SP:Iteration 30Q (75046.810000 sec): 3 clusters
  Score: Raw -1052772.410193 + Penalty 4420.720347 = -1048351.689846
  nChanged 3
		SP:Iteration 31Q (75047.040000 sec): 3 clusters
  Score: Raw -1052773.090592 + Penalty 4420.720347 = -1048352.370245
  nChanged 3
		SP:Iteration 32Q (75047.260000 sec): 3 clusters
  Score: Raw -1052773.895194 + Penalty 4420.720347 = -1048353.174847
  nChanged 1
		SP:Iteration 33Q (75047.450000 sec): 3 clusters
  Score: Raw -1052773.956218 + Penalty 4420.720347 = -1048353.235871
  nChanged 0
		SP:Iteration 34F (75047.620000 sec): 3 clusters
  Score: Raw -1052773.956218 + Penalty 4420.720347 = -1048353.235871
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (6228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75047.720000 sec): 2 clusters
  Score: Raw -1001842.631963 + Penalty 2166.729012 = -999675.902950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75047.920000 sec): 3 clusters
  Score: Raw -998654.711089 + Penalty 4333.458024 = -994321.253065
  nChanged 2492
		SP:Iteration 1F (75048.120000 sec): 3 clusters
  Score: Raw -1000088.080529 + Penalty 4333.458024 = -995754.622504
  nChanged 487
		SP:Iteration 2F (75048.310000 sec): 3 clusters
  Score: Raw -1000365.709561 + Penalty 4333.458024 = -996032.251537
  nChanged 329
		SP:Iteration 3F (75048.500000 sec): 3 clusters
  Score: Raw -1000541.892714 + Penalty 4333.458024 = -996208.434690
  nChanged 275
		SP:Iteration 4Q (75048.690000 sec): 3 clusters
  Score: Raw -1000713.340297 + Penalty 4333.458024 = -996379.882273
  nChanged 259
		SP:Iteration 5Q (75048.850000 sec): 3 clusters
  Score: Raw -1000866.049283 + Penalty 4333.458024 = -996532.591258
  nChanged 257
		SP:Iteration 6Q (75049.030000 sec): 3 clusters
  Score: Raw -1001065.917702 + Penalty 4333.458024 = -996732.459678
  nChanged 282
		SP:Iteration 7Q (75049.220000 sec): 3 clusters
  Score: Raw -1001292.027346 + Penalty 4333.458024 = -996958.569321
  nChanged 283
		SP:Iteration 8Q (75049.410000 sec): 3 clusters
  Score: Raw -1001540.630262 + Penalty 4333.458024 = -997207.172238
  nChanged 285
		SP:Iteration 9Q (75049.610000 sec): 3 clusters
  Score: Raw -1001840.780102 + Penalty 4333.458024 = -997507.322077
  nChanged 305
		SP:Iteration 10Q (75049.770000 sec): 3 clusters
  Score: Raw -1002179.941720 + Penalty 4333.458024 = -997846.483695
  nChanged 263
		SP:Iteration 11Q (75049.930000 sec): 3 clusters
  Score: Raw -1002423.718315 + Penalty 4333.458024 = -998090.260291
  nChanged 208
		SP:Iteration 12Q (75050.120000 sec): 3 clusters
  Score: Raw -1002558.076361 + Penalty 4333.458024 = -998224.618337
  nChanged 160
		SP:Iteration 13Q (75050.350000 sec): 3 clusters
  Score: Raw -1002659.869339 + Penalty 4333.458024 = -998326.411315
  nChanged 147
		SP:Iteration 14Q (75050.490000 sec): 3 clusters
  Score: Raw -1002733.079744 + Penalty 4333.458024 = -998399.621720
  nChanged 121
		SP:Iteration 15Q (75050.710000 sec): 3 clusters
  Score: Raw -1002781.572714 + Penalty 4333.458024 = -998448.114690
  nChanged 82
		SP:Iteration 16Q (75050.880000 sec): 3 clusters
  Score: Raw -1002813.858476 + Penalty 4333.458024 = -998480.400452
  nChanged 74
		SP:Iteration 17Q (75051.060000 sec): 3 clusters
  Score: Raw -1002841.922035 + Penalty 4333.458024 = -998508.464011
  nChanged 79
		SP:Iteration 18Q (75051.240000 sec): 3 clusters
  Score: Raw -1002877.629075 + Penalty 4333.458024 = -998544.171051
  nChanged 95
		SP:Iteration 19Q (75051.440000 sec): 3 clusters
  Score: Raw -1002924.300614 + Penalty 4333.458024 = -998590.842589
  nChanged 91
		SP:Iteration 20F (75051.630000 sec): 3 clusters
  Score: Raw -1002970.226712 + Penalty 4333.458024 = -998636.768688
  nChanged 98
		SP:Iteration 21Q (75051.820000 sec): 3 clusters
  Score: Raw -1003030.287247 + Penalty 4333.458024 = -998696.829223
  nChanged 127
		SP:Iteration 22Q (75052.020000 sec): 3 clusters
  Score: Raw -1003116.335438 + Penalty 4333.458024 = -998782.877414
  nChanged 117
		SP:Iteration 23Q (75052.270000 sec): 3 clusters
  Score: Raw -1003212.841714 + Penalty 4333.458024 = -998879.383689
  nChanged 123
		SP:Iteration 24Q (75052.480000 sec): 3 clusters
  Score: Raw -1003306.863583 + Penalty 4333.458024 = -998973.405559
  nChanged 96
		SP:Iteration 25Q (75052.670000 sec): 3 clusters
  Score: Raw -1003373.891590 + Penalty 4333.458024 = -999040.433565
  nChanged 77
		SP:Iteration 26Q (75052.870000 sec): 3 clusters
  Score: Raw -1003415.911638 + Penalty 4333.458024 = -999082.453613
  nChanged 50
		SP:Iteration 27Q (75053.090000 sec): 3 clusters
  Score: Raw -1003443.179267 + Penalty 4333.458024 = -999109.721243
  nChanged 51
		SP:Iteration 28Q (75053.240000 sec): 3 clusters
  Score: Raw -1003469.385379 + Penalty 4333.458024 = -999135.927354
  nChanged 41
		SP:Iteration 29Q (75053.440000 sec): 3 clusters
  Score: Raw -1003487.025336 + Penalty 4333.458024 = -999153.567312
  nChanged 26
		SP:Iteration 30Q (75053.630000 sec): 3 clusters
  Score: Raw -1003498.902436 + Penalty 4333.458024 = -999165.444412
  nChanged 14
		SP:Iteration 31Q (75053.820000 sec): 3 clusters
  Score: Raw -1003504.774679 + Penalty 4333.458024 = -999171.316655
  nChanged 11
		SP:Iteration 32Q (75054.000000 sec): 3 clusters
  Score: Raw -1003508.570696 + Penalty 4333.458024 = -999175.112672
  nChanged 8
		SP:Iteration 33Q (75054.200000 sec): 3 clusters
  Score: Raw -1003510.645503 + Penalty 4333.458024 = -999177.187479
  nChanged 3
		SP:Iteration 34Q (75054.340000 sec): 3 clusters
  Score: Raw -1003511.430733 + Penalty 4333.458024 = -999177.972708
  nChanged 3
		SP:Iteration 35Q (75054.540000 sec): 3 clusters
  Score: Raw -1003512.027264 + Penalty 4333.458024 = -999178.569240
  nChanged 1
		SP:Iteration 36Q (75054.710000 sec): 3 clusters
  Score: Raw -1003512.292295 + Penalty 4333.458024 = -999178.834271
  nChanged 2
		SP:Iteration 37Q (75054.900000 sec): 3 clusters
  Score: Raw -1003512.505556 + Penalty 4333.458024 = -999179.047531
  nChanged 1
		SP:Iteration 38Q (75055.070000 sec): 3 clusters
  Score: Raw -1003512.807567 + Penalty 4333.458024 = -999179.349543
  nChanged 1
		SP:Iteration 39Q (75055.260000 sec): 3 clusters
  Score: Raw -1003513.077783 + Penalty 4333.458024 = -999179.619758
  nChanged 3
		SP:Iteration 40F (75055.450000 sec): 3 clusters
  Score: Raw -1003513.911114 + Penalty 4333.458024 = -999180.453090
  nChanged 2
		SP:Iteration 41Q (75055.630000 sec): 3 clusters
  Score: Raw -1003514.639176 + Penalty 4333.458024 = -999181.181152
  nChanged 2
		SP:Iteration 42Q (75055.820000 sec): 3 clusters
  Score: Raw -1003515.202910 + Penalty 4333.458024 = -999181.744886
  nChanged 3
		SP:Iteration 43Q (75056.040000 sec): 3 clusters
  Score: Raw -1003516.139950 + Penalty 4333.458024 = -999182.681926
  nChanged 3
		SP:Iteration 44Q (75056.240000 sec): 3 clusters
  Score: Raw -1003517.036892 + Penalty 4333.458024 = -999183.578868
  nChanged 3
		SP:Iteration 45Q (75056.440000 sec): 3 clusters
  Score: Raw -1003518.230420 + Penalty 4333.458024 = -999184.772396
  nChanged 2
		SP:Iteration 46Q (75056.620000 sec): 3 clusters
  Score: Raw -1003518.733861 + Penalty 4333.458024 = -999185.275837
  nChanged 1
		SP:Iteration 47Q (75056.820000 sec): 3 clusters
  Score: Raw -1003519.142636 + Penalty 4333.458024 = -999185.684612
  nChanged 3
		SP:Iteration 48Q (75057.020000 sec): 3 clusters
  Score: Raw -1003520.080151 + Penalty 4333.458024 = -999186.622126
  nChanged 2
		SP:Iteration 49Q (75057.220000 sec): 3 clusters
  Score: Raw -1003520.701801 + Penalty 4333.458024 = -999187.243776
  nChanged 2
		SP:Iteration 50Q (75057.430000 sec): 3 clusters
  Score: Raw -1003521.304746 + Penalty 4333.458024 = -999187.846722
  nChanged 0
		SP:Iteration 51F (75057.620000 sec): 3 clusters
  Score: Raw -1003521.304746 + Penalty 4333.458024 = -999187.846722
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (4165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75057.740000 sec): 2 clusters
  Score: Raw -628237.632530 + Penalty 2066.948946 = -626170.683585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75057.900000 sec): 3 clusters
  Score: Raw -626337.930805 + Penalty 4133.897891 = -622204.032914
  nChanged 1576
		SP:Iteration 1F (75058.050000 sec): 3 clusters
  Score: Raw -627259.888836 + Penalty 4133.897891 = -623125.990945
  nChanged 313
		SP:Iteration 2F (75058.210000 sec): 3 clusters
  Score: Raw -627447.336841 + Penalty 4133.897891 = -623313.438950
  nChanged 206
		SP:Iteration 3Q (75058.380000 sec): 3 clusters
  Score: Raw -627587.123818 + Penalty 4133.897891 = -623453.225927
  nChanged 159
		SP:Iteration 4Q (75058.550000 sec): 3 clusters
  Score: Raw -627692.608536 + Penalty 4133.897891 = -623558.710645
  nChanged 156
		SP:Iteration 5Q (75058.700000 sec): 3 clusters
  Score: Raw -627799.833482 + Penalty 4133.897891 = -623665.935591
  nChanged 147
		SP:Iteration 6Q (75058.870000 sec): 3 clusters
  Score: Raw -627909.770153 + Penalty 4133.897891 = -623775.872262
  nChanged 125
		SP:Iteration 7Q (75059.040000 sec): 3 clusters
  Score: Raw -627988.031845 + Penalty 4133.897891 = -623854.133954
  nChanged 96
		SP:Iteration 8Q (75059.210000 sec): 3 clusters
  Score: Raw -628044.843537 + Penalty 4133.897891 = -623910.945646
  nChanged 79
		SP:Iteration 9Q (75059.380000 sec): 3 clusters
  Score: Raw -628095.425115 + Penalty 4133.897891 = -623961.527224
  nChanged 89
		SP:Iteration 10Q (75059.550000 sec): 3 clusters
  Score: Raw -628165.302474 + Penalty 4133.897891 = -624031.404583
  nChanged 92
		SP:Iteration 11Q (75059.700000 sec): 3 clusters
  Score: Raw -628216.804825 + Penalty 4133.897891 = -624082.906934
  nChanged 84
		SP:Iteration 12Q (75059.850000 sec): 3 clusters
  Score: Raw -628268.890877 + Penalty 4133.897891 = -624134.992986
  nChanged 71
		SP:Iteration 13Q (75060.010000 sec): 3 clusters
  Score: Raw -628307.260517 + Penalty 4133.897891 = -624173.362626
  nChanged 73
		SP:Iteration 14Q (75060.160000 sec): 3 clusters
  Score: Raw -628346.337557 + Penalty 4133.897891 = -624212.439666
  nChanged 54
		SP:Iteration 15Q (75060.310000 sec): 3 clusters
  Score: Raw -628373.975609 + Penalty 4133.897891 = -624240.077718
  nChanged 54
		SP:Iteration 16Q (75060.530000 sec): 3 clusters
  Score: Raw -628402.491267 + Penalty 4133.897891 = -624268.593376
  nChanged 56
		SP:Iteration 17Q (75060.700000 sec): 3 clusters
  Score: Raw -628432.456924 + Penalty 4133.897891 = -624298.559033
  nChanged 53
		SP:Iteration 18Q (75060.870000 sec): 3 clusters
  Score: Raw -628457.482546 + Penalty 4133.897891 = -624323.584655
  nChanged 50
		SP:Iteration 19Q (75061.040000 sec): 3 clusters
  Score: Raw -628479.551416 + Penalty 4133.897891 = -624345.653525
  nChanged 32
		SP:Iteration 20F (75061.210000 sec): 3 clusters
  Score: Raw -628494.220752 + Penalty 4133.897891 = -624360.322861
  nChanged 29
		SP:Iteration 21Q (75061.390000 sec): 3 clusters
  Score: Raw -628518.423130 + Penalty 4133.897891 = -624384.525239
  nChanged 42
		SP:Iteration 22Q (75061.600000 sec): 3 clusters
  Score: Raw -628541.377300 + Penalty 4133.897891 = -624407.479409
  nChanged 27
		SP:Iteration 23Q (75061.790000 sec): 3 clusters
  Score: Raw -628556.568036 + Penalty 4133.897891 = -624422.670145
  nChanged 25
		SP:Iteration 24Q (75061.960000 sec): 3 clusters
  Score: Raw -628567.696855 + Penalty 4133.897891 = -624433.798964
  nChanged 15
		SP:Iteration 25Q (75062.130000 sec): 3 clusters
  Score: Raw -628574.610032 + Penalty 4133.897891 = -624440.712141
  nChanged 15
		SP:Iteration 26Q (75062.300000 sec): 3 clusters
  Score: Raw -628583.439595 + Penalty 4133.897891 = -624449.541704
  nChanged 18
		SP:Iteration 27Q (75062.490000 sec): 3 clusters
  Score: Raw -628592.323418 + Penalty 4133.897891 = -624458.425526
  nChanged 15
		SP:Iteration 28Q (75062.630000 sec): 3 clusters
  Score: Raw -628599.812824 + Penalty 4133.897891 = -624465.914933
  nChanged 25
		SP:Iteration 29Q (75062.780000 sec): 3 clusters
  Score: Raw -628612.842320 + Penalty 4133.897891 = -624478.944429
  nChanged 20
		SP:Iteration 30Q (75062.940000 sec): 3 clusters
  Score: Raw -628622.515767 + Penalty 4133.897891 = -624488.617876
  nChanged 15
		SP:Iteration 31Q (75063.090000 sec): 3 clusters
  Score: Raw -628629.694415 + Penalty 4133.897891 = -624495.796524
  nChanged 17
		SP:Iteration 32Q (75063.240000 sec): 3 clusters
  Score: Raw -628638.554124 + Penalty 4133.897891 = -624504.656233
  nChanged 17
		SP:Iteration 33Q (75063.450000 sec): 3 clusters
  Score: Raw -628646.816635 + Penalty 4133.897891 = -624512.918744
  nChanged 16
		SP:Iteration 34Q (75063.610000 sec): 3 clusters
  Score: Raw -628652.898188 + Penalty 4133.897891 = -624519.000297
  nChanged 15
		SP:Iteration 35Q (75063.810000 sec): 3 clusters
  Score: Raw -628658.788990 + Penalty 4133.897891 = -624524.891099
  nChanged 15
		SP:Iteration 36Q (75063.980000 sec): 3 clusters
  Score: Raw -628664.508662 + Penalty 4133.897891 = -624530.610771
  nChanged 14
		SP:Iteration 37Q (75064.160000 sec): 3 clusters
  Score: Raw -628670.570952 + Penalty 4133.897891 = -624536.673061
  nChanged 10
		SP:Iteration 38Q (75064.310000 sec): 3 clusters
  Score: Raw -628675.558330 + Penalty 4133.897891 = -624541.660439
  nChanged 13
		SP:Iteration 39Q (75064.470000 sec): 3 clusters
  Score: Raw -628683.270345 + Penalty 4133.897891 = -624549.372454
  nChanged 12
		SP:Iteration 40F (75064.630000 sec): 3 clusters
  Score: Raw -628687.694462 + Penalty 4133.897891 = -624553.796571
  nChanged 17
		SP:Iteration 41Q (75064.780000 sec): 3 clusters
  Score: Raw -628698.834276 + Penalty 4133.897891 = -624564.936385
  nChanged 22
		SP:Iteration 42Q (75064.940000 sec): 3 clusters
  Score: Raw -628711.078833 + Penalty 4133.897891 = -624577.180942
  nChanged 22
		SP:Iteration 43Q (75065.120000 sec): 3 clusters
  Score: Raw -628721.779496 + Penalty 4133.897891 = -624587.881605
  nChanged 25
		SP:Iteration 44Q (75065.250000 sec): 3 clusters
  Score: Raw -628737.670133 + Penalty 4133.897891 = -624603.772242
  nChanged 20
		SP:Iteration 45Q (75065.400000 sec): 3 clusters
  Score: Raw -628752.913702 + Penalty 4133.897891 = -624619.015811
  nChanged 24
		SP:Iteration 46Q (75065.550000 sec): 3 clusters
  Score: Raw -628770.268271 + Penalty 4133.897891 = -624636.370380
  nChanged 28
		SP:Iteration 47Q (75065.700000 sec): 3 clusters
  Score: Raw -628789.328993 + Penalty 4133.897891 = -624655.431102
  nChanged 15
		SP:Iteration 48Q (75065.860000 sec): 3 clusters
  Score: Raw -628804.537809 + Penalty 4133.897891 = -624670.639917
  nChanged 16
		SP:Iteration 49Q (75066.020000 sec): 3 clusters
  Score: Raw -628814.868990 + Penalty 4133.897891 = -624680.971099
  nChanged 13
		SP:Iteration 50Q (75066.120000 sec): 3 clusters
  Score: Raw -628825.543926 + Penalty 4133.897891 = -624691.646035
  nChanged 15
		SP:Iteration 51Q (75066.310000 sec): 3 clusters
  Score: Raw -628835.097996 + Penalty 4133.897891 = -624701.200105
  nChanged 11
		SP:Iteration 52Q (75066.500000 sec): 3 clusters
  Score: Raw -628846.071234 + Penalty 4133.897891 = -624712.173343
  nChanged 7
		SP:Iteration 53Q (75066.640000 sec): 3 clusters
  Score: Raw -628848.946214 + Penalty 4133.897891 = -624715.048323
  nChanged 4
		SP:Iteration 54Q (75066.820000 sec): 3 clusters
  Score: Raw -628850.450948 + Penalty 4133.897891 = -624716.553057
  nChanged 2
		SP:Iteration 55Q (75066.990000 sec): 3 clusters
  Score: Raw -628851.407532 + Penalty 4133.897891 = -624717.509641
  nChanged 1
		SP:Iteration 56Q (75067.180000 sec): 3 clusters
  Score: Raw -628851.912734 + Penalty 4133.897891 = -624718.014843
  nChanged 1
		SP:Iteration 57Q (75067.280000 sec): 3 clusters
  Score: Raw -628852.394862 + Penalty 4133.897891 = -624718.496971
  nChanged 2
		SP:Iteration 58Q (75067.460000 sec): 3 clusters
  Score: Raw -628853.625666 + Penalty 4133.897891 = -624719.727775
  nChanged 0
		SP:Iteration 59F (75067.650000 sec): 3 clusters
  Score: Raw -628853.625666 + Penalty 4133.897891 = -624719.727775
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (10222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75067.830000 sec): 2 clusters
  Score: Raw -1559716.933139 + Penalty 2289.609790 = -1557427.323349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75068.050000 sec): 3 clusters
  Score: Raw -1554276.787626 + Penalty 4579.219580 = -1549697.568047
  nChanged 4248
		SP:Iteration 1F (75068.280000 sec): 3 clusters
  Score: Raw -1556535.295974 + Penalty 4579.219580 = -1551956.076394
  nChanged 683
		SP:Iteration 2F (75068.540000 sec): 3 clusters
  Score: Raw -1556885.375462 + Penalty 4579.219580 = -1552306.155883
  nChanged 582
		SP:Iteration 3F (75068.760000 sec): 3 clusters
  Score: Raw -1557233.214695 + Penalty 4579.219580 = -1552653.995116
  nChanged 574
		SP:Iteration 4F (75069.010000 sec): 3 clusters
  Score: Raw -1557616.566659 + Penalty 4579.219580 = -1553037.347079
  nChanged 595
		SP:Iteration 5F (75069.250000 sec): 3 clusters
  Score: Raw -1558038.351775 + Penalty 4579.219580 = -1553459.132196
  nChanged 567
		SP:Iteration 6F (75069.480000 sec): 3 clusters
  Score: Raw -1558443.247866 + Penalty 4579.219580 = -1553864.028287
  nChanged 524
		SP:Iteration 7F (75069.650000 sec): 3 clusters
  Score: Raw -1558775.909915 + Penalty 4579.219580 = -1554196.690335
  nChanged 469
		SP:Iteration 8Q (75069.840000 sec): 3 clusters
  Score: Raw -1559045.667419 + Penalty 4579.219580 = -1554466.447840
  nChanged 418
		SP:Iteration 9Q (75070.040000 sec): 3 clusters
  Score: Raw -1559306.089696 + Penalty 4579.219580 = -1554726.870117
  nChanged 379
		SP:Iteration 10Q (75070.260000 sec): 3 clusters
  Score: Raw -1559510.577765 + Penalty 4579.219580 = -1554931.358185
  nChanged 270
		SP:Iteration 11Q (75070.530000 sec): 3 clusters
  Score: Raw -1559645.035109 + Penalty 4579.219580 = -1555065.815530
  nChanged 216
		SP:Iteration 12Q (75070.770000 sec): 3 clusters
  Score: Raw -1559737.305818 + Penalty 4579.219580 = -1555158.086238
  nChanged 174
		SP:Iteration 13Q (75071.040000 sec): 3 clusters
  Score: Raw -1559795.224789 + Penalty 4579.219580 = -1555216.005209
  nChanged 136
		SP:Iteration 14Q (75071.290000 sec): 3 clusters
  Score: Raw -1559837.927011 + Penalty 4579.219580 = -1555258.707432
  nChanged 123
		SP:Iteration 15Q (75071.440000 sec): 3 clusters
  Score: Raw -1559878.651741 + Penalty 4579.219580 = -1555299.432162
  nChanged 104
		SP:Iteration 16Q (75071.640000 sec): 3 clusters
  Score: Raw -1559910.663712 + Penalty 4579.219580 = -1555331.444132
  nChanged 82
		SP:Iteration 17Q (75071.860000 sec): 3 clusters
  Score: Raw -1559934.282824 + Penalty 4579.219580 = -1555355.063245
  nChanged 77
		SP:Iteration 18Q (75072.110000 sec): 3 clusters
  Score: Raw -1559958.478595 + Penalty 4579.219580 = -1555379.259016
  nChanged 84
		SP:Iteration 19Q (75072.290000 sec): 3 clusters
  Score: Raw -1559982.413857 + Penalty 4579.219580 = -1555403.194277
  nChanged 65
		SP:Iteration 20F (75072.520000 sec): 3 clusters
  Score: Raw -1559997.278515 + Penalty 4579.219580 = -1555418.058936
  nChanged 46
		SP:Iteration 21Q (75072.750000 sec): 3 clusters
  Score: Raw -1560005.688487 + Penalty 4579.219580 = -1555426.468908
  nChanged 31
		SP:Iteration 22Q (75072.980000 sec): 3 clusters
  Score: Raw -1560012.112707 + Penalty 4579.219580 = -1555432.893128
  nChanged 37
		SP:Iteration 23Q (75073.170000 sec): 3 clusters
  Score: Raw -1560019.262293 + Penalty 4579.219580 = -1555440.042713
  nChanged 34
		SP:Iteration 24Q (75073.430000 sec): 3 clusters
  Score: Raw -1560028.913850 + Penalty 4579.219580 = -1555449.694270
  nChanged 43
		SP:Iteration 25Q (75073.670000 sec): 3 clusters
  Score: Raw -1560039.924843 + Penalty 4579.219580 = -1555460.705263
  nChanged 51
		SP:Iteration 26Q (75073.900000 sec): 3 clusters
  Score: Raw -1560052.404195 + Penalty 4579.219580 = -1555473.184615
  nChanged 48
		SP:Iteration 27Q (75074.210000 sec): 3 clusters
  Score: Raw -1560064.009609 + Penalty 4579.219580 = -1555484.790029
  nChanged 41
		SP:Iteration 28Q (75074.460000 sec): 3 clusters
  Score: Raw -1560072.431730 + Penalty 4579.219580 = -1555493.212150
  nChanged 37
		SP:Iteration 29Q (75074.660000 sec): 3 clusters
  Score: Raw -1560078.440795 + Penalty 4579.219580 = -1555499.221216
  nChanged 29
		SP:Iteration 30Q (75074.960000 sec): 3 clusters
  Score: Raw -1560083.155418 + Penalty 4579.219580 = -1555503.935838
  nChanged 28
		SP:Iteration 31Q (75075.220000 sec): 3 clusters
  Score: Raw -1560088.109615 + Penalty 4579.219580 = -1555508.890036
  nChanged 30
		SP:Iteration 32Q (75075.430000 sec): 3 clusters
  Score: Raw -1560094.917273 + Penalty 4579.219580 = -1555515.697693
  nChanged 34
		SP:Iteration 33Q (75075.690000 sec): 3 clusters
  Score: Raw -1560103.074158 + Penalty 4579.219580 = -1555523.854579
  nChanged 34
		SP:Iteration 34Q (75075.890000 sec): 3 clusters
  Score: Raw -1560112.170832 + Penalty 4579.219580 = -1555532.951252
  nChanged 42
		SP:Iteration 35Q (75076.110000 sec): 3 clusters
  Score: Raw -1560121.005789 + Penalty 4579.219580 = -1555541.786209
  nChanged 46
		SP:Iteration 36Q (75076.370000 sec): 3 clusters
  Score: Raw -1560131.119353 + Penalty 4579.219580 = -1555551.899774
  nChanged 45
		SP:Iteration 37Q (75076.660000 sec): 3 clusters
  Score: Raw -1560141.827273 + Penalty 4579.219580 = -1555562.607693
  nChanged 52
		SP:Iteration 38Q (75076.830000 sec): 3 clusters
  Score: Raw -1560153.140429 + Penalty 4579.219580 = -1555573.920850
  nChanged 48
		SP:Iteration 39Q (75077.130000 sec): 3 clusters
  Score: Raw -1560164.245434 + Penalty 4579.219580 = -1555585.025854
  nChanged 47
		SP:Iteration 40F (75077.340000 sec): 3 clusters
  Score: Raw -1560175.312546 + Penalty 4579.219580 = -1555596.092966
  nChanged 59
		SP:Iteration 41Q (75077.540000 sec): 3 clusters
  Score: Raw -1560190.033420 + Penalty 4579.219580 = -1555610.813840
  nChanged 55
		SP:Iteration 42Q (75077.780000 sec): 3 clusters
  Score: Raw -1560201.272050 + Penalty 4579.219580 = -1555622.052470
  nChanged 56
		SP:Iteration 43Q (75078.000000 sec): 3 clusters
  Score: Raw -1560212.962856 + Penalty 4579.219580 = -1555633.743276
  nChanged 56
		SP:Iteration 44Q (75078.210000 sec): 3 clusters
  Score: Raw -1560226.156726 + Penalty 4579.219580 = -1555646.937146
  nChanged 65
		SP:Iteration 45Q (75078.420000 sec): 3 clusters
  Score: Raw -1560241.531331 + Penalty 4579.219580 = -1555662.311751
  nChanged 62
		SP:Iteration 46Q (75078.660000 sec): 3 clusters
  Score: Raw -1560254.841854 + Penalty 4579.219580 = -1555675.622274
  nChanged 56
		SP:Iteration 47Q (75078.940000 sec): 3 clusters
  Score: Raw -1560267.651794 + Penalty 4579.219580 = -1555688.432215
  nChanged 57
		SP:Iteration 48Q (75079.100000 sec): 3 clusters
  Score: Raw -1560278.891364 + Penalty 4579.219580 = -1555699.671784
  nChanged 43
		SP:Iteration 49Q (75079.320000 sec): 3 clusters
  Score: Raw -1560286.514155 + Penalty 4579.219580 = -1555707.294575
  nChanged 44
		SP:Iteration 50Q (75079.570000 sec): 3 clusters
  Score: Raw -1560294.074705 + Penalty 4579.219580 = -1555714.855126
  nChanged 34
		SP:Iteration 51Q (75079.830000 sec): 3 clusters
  Score: Raw -1560300.486383 + Penalty 4579.219580 = -1555721.266803
  nChanged 28
		SP:Iteration 52Q (75080.040000 sec): 3 clusters
  Score: Raw -1560305.107385 + Penalty 4579.219580 = -1555725.887805
  nChanged 29
		SP:Iteration 53Q (75080.230000 sec): 3 clusters
  Score: Raw -1560309.058885 + Penalty 4579.219580 = -1555729.839305
  nChanged 19
		SP:Iteration 54Q (75080.420000 sec): 3 clusters
  Score: Raw -1560311.554811 + Penalty 4579.219580 = -1555732.335231
  nChanged 22
		SP:Iteration 55Q (75080.600000 sec): 3 clusters
  Score: Raw -1560314.247964 + Penalty 4579.219580 = -1555735.028384
  nChanged 19
		SP:Iteration 56Q (75080.820000 sec): 3 clusters
  Score: Raw -1560316.697041 + Penalty 4579.219580 = -1555737.477461
  nChanged 11
		SP:Iteration 57Q (75081.040000 sec): 3 clusters
  Score: Raw -1560318.020479 + Penalty 4579.219580 = -1555738.800900
  nChanged 14
		SP:Iteration 58Q (75081.280000 sec): 3 clusters
  Score: Raw -1560320.318282 + Penalty 4579.219580 = -1555741.098702
  nChanged 20
		SP:Iteration 59Q (75081.520000 sec): 3 clusters
  Score: Raw -1560324.533838 + Penalty 4579.219580 = -1555745.314258
  nChanged 20
		SP:Iteration 60F (75081.710000 sec): 3 clusters
  Score: Raw -1560328.162090 + Penalty 4579.219580 = -1555748.942511
  nChanged 19
		SP:Iteration 61Q (75081.930000 sec): 3 clusters
  Score: Raw -1560331.188482 + Penalty 4579.219580 = -1555751.968902
  nChanged 20
		SP:Iteration 62Q (75082.190000 sec): 3 clusters
  Score: Raw -1560333.796204 + Penalty 4579.219580 = -1555754.576624
  nChanged 23
		SP:Iteration 63Q (75082.400000 sec): 3 clusters
  Score: Raw -1560336.891904 + Penalty 4579.219580 = -1555757.672325
  nChanged 16
		SP:Iteration 64Q (75082.640000 sec): 3 clusters
  Score: Raw -1560339.663628 + Penalty 4579.219580 = -1555760.444049
  nChanged 15
		SP:Iteration 65Q (75082.800000 sec): 3 clusters
  Score: Raw -1560341.992831 + Penalty 4579.219580 = -1555762.773252
  nChanged 14
		SP:Iteration 66Q (75083.030000 sec): 3 clusters
  Score: Raw -1560344.339092 + Penalty 4579.219580 = -1555765.119513
  nChanged 18
		SP:Iteration 67Q (75083.290000 sec): 3 clusters
  Score: Raw -1560347.478244 + Penalty 4579.219580 = -1555768.258665
  nChanged 19
		SP:Iteration 68Q (75083.520000 sec): 3 clusters
  Score: Raw -1560350.738459 + Penalty 4579.219580 = -1555771.518880
  nChanged 10
		SP:Iteration 69Q (75083.690000 sec): 3 clusters
  Score: Raw -1560352.211085 + Penalty 4579.219580 = -1555772.991505
  nChanged 11
		SP:Iteration 70Q (75083.920000 sec): 3 clusters
  Score: Raw -1560353.553010 + Penalty 4579.219580 = -1555774.333430
  nChanged 8
		SP:Iteration 71Q (75084.190000 sec): 3 clusters
  Score: Raw -1560354.410480 + Penalty 4579.219580 = -1555775.190901
  nChanged 11
		SP:Iteration 72Q (75084.400000 sec): 3 clusters
  Score: Raw -1560355.622909 + Penalty 4579.219580 = -1555776.403330
  nChanged 10
		SP:Iteration 73Q (75084.560000 sec): 3 clusters
  Score: Raw -1560356.759447 + Penalty 4579.219580 = -1555777.539868
  nChanged 6
		SP:Iteration 74Q (75084.740000 sec): 3 clusters
  Score: Raw -1560357.614160 + Penalty 4579.219580 = -1555778.394581
  nChanged 5
		SP:Iteration 75Q (75084.910000 sec): 3 clusters
  Score: Raw -1560358.212811 + Penalty 4579.219580 = -1555778.993232
  nChanged 2
		SP:Iteration 76Q (75085.130000 sec): 3 clusters
  Score: Raw -1560358.453762 + Penalty 4579.219580 = -1555779.234182
  nChanged 4
		SP:Iteration 77Q (75085.370000 sec): 3 clusters
  Score: Raw -1560358.936633 + Penalty 4579.219580 = -1555779.717053
  nChanged 3
		SP:Iteration 78Q (75085.530000 sec): 3 clusters
  Score: Raw -1560359.313693 + Penalty 4579.219580 = -1555780.094113
  nChanged 4
		SP:Iteration 79Q (75085.730000 sec): 3 clusters
  Score: Raw -1560359.785799 + Penalty 4579.219580 = -1555780.566219
  nChanged 4
		SP:Iteration 80F (75085.930000 sec): 3 clusters
  Score: Raw -1560360.159798 + Penalty 4579.219580 = -1555780.940218
  nChanged 4
		SP:Iteration 81Q (75086.170000 sec): 3 clusters
  Score: Raw -1560360.598371 + Penalty 4579.219580 = -1555781.378791
  nChanged 4
		SP:Iteration 82Q (75086.350000 sec): 3 clusters
  Score: Raw -1560361.089483 + Penalty 4579.219580 = -1555781.869904
  nChanged 7
		SP:Iteration 83Q (75086.600000 sec): 3 clusters
  Score: Raw -1560361.974522 + Penalty 4579.219580 = -1555782.754942
  nChanged 5
		SP:Iteration 84Q (75086.760000 sec): 3 clusters
  Score: Raw -1560362.593356 + Penalty 4579.219580 = -1555783.373777
  nChanged 5
		SP:Iteration 85Q (75087.010000 sec): 3 clusters
  Score: Raw -1560362.983875 + Penalty 4579.219580 = -1555783.764295
  nChanged 0
		SP:Iteration 86F (75087.230000 sec): 3 clusters
  Score: Raw -1560362.983875 + Penalty 4579.219580 = -1555783.764295
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (8490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75087.370000 sec): 2 clusters
  Score: Raw -1295251.300652 + Penalty 2243.567781 = -1293007.732871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75087.570000 sec): 3 clusters
  Score: Raw -1290803.169234 + Penalty 4487.135563 = -1286316.033672
  nChanged 3460
		SP:Iteration 1F (75087.790000 sec): 3 clusters
  Score: Raw -1292827.292221 + Penalty 4487.135563 = -1288340.156659
  nChanged 664
		SP:Iteration 2F (75088.050000 sec): 3 clusters
  Score: Raw -1293271.755215 + Penalty 4487.135563 = -1288784.619652
  nChanged 548
		SP:Iteration 3F (75088.250000 sec): 3 clusters
  Score: Raw -1293662.742207 + Penalty 4487.135563 = -1289175.606645
  nChanged 493
		SP:Iteration 4F (75088.460000 sec): 3 clusters
  Score: Raw -1294021.890101 + Penalty 4487.135563 = -1289534.754538
  nChanged 452
		SP:Iteration 5F (75088.670000 sec): 3 clusters
  Score: Raw -1294308.207180 + Penalty 4487.135563 = -1289821.071617
  nChanged 360
		SP:Iteration 6Q (75088.880000 sec): 3 clusters
  Score: Raw -1294496.627159 + Penalty 4487.135563 = -1290009.491597
  nChanged 292
		SP:Iteration 7Q (75089.070000 sec): 3 clusters
  Score: Raw -1294651.289915 + Penalty 4487.135563 = -1290164.154353
  nChanged 248
		SP:Iteration 8Q (75089.270000 sec): 3 clusters
  Score: Raw -1294760.994447 + Penalty 4487.135563 = -1290273.858884
  nChanged 207
		SP:Iteration 9Q (75089.480000 sec): 3 clusters
  Score: Raw -1294858.774084 + Penalty 4487.135563 = -1290371.638521
  nChanged 191
		SP:Iteration 10Q (75089.690000 sec): 3 clusters
  Score: Raw -1294946.309572 + Penalty 4487.135563 = -1290459.174009
  nChanged 173
		SP:Iteration 11Q (75089.870000 sec): 3 clusters
  Score: Raw -1295029.761401 + Penalty 4487.135563 = -1290542.625839
  nChanged 175
		SP:Iteration 12Q (75090.000000 sec): 3 clusters
  Score: Raw -1295113.261349 + Penalty 4487.135563 = -1290626.125786
  nChanged 168
		SP:Iteration 13Q (75090.260000 sec): 3 clusters
  Score: Raw -1295190.753828 + Penalty 4487.135563 = -1290703.618265
  nChanged 145
		SP:Iteration 14Q (75090.450000 sec): 3 clusters
  Score: Raw -1295264.649594 + Penalty 4487.135563 = -1290777.514031
  nChanged 132
		SP:Iteration 15Q (75090.670000 sec): 3 clusters
  Score: Raw -1295327.038989 + Penalty 4487.135563 = -1290839.903426
  nChanged 125
		SP:Iteration 16Q (75090.870000 sec): 3 clusters
  Score: Raw -1295398.552067 + Penalty 4487.135563 = -1290911.416504
  nChanged 134
		SP:Iteration 17Q (75091.140000 sec): 3 clusters
  Score: Raw -1295483.338642 + Penalty 4487.135563 = -1290996.203079
  nChanged 119
		SP:Iteration 18Q (75091.290000 sec): 3 clusters
  Score: Raw -1295542.168050 + Penalty 4487.135563 = -1291055.032487
  nChanged 105
		SP:Iteration 19Q (75091.480000 sec): 3 clusters
  Score: Raw -1295595.527607 + Penalty 4487.135563 = -1291108.392044
  nChanged 84
		SP:Iteration 20F (75091.680000 sec): 3 clusters
  Score: Raw -1295633.660893 + Penalty 4487.135563 = -1291146.525331
  nChanged 69
		SP:Iteration 21Q (75091.830000 sec): 3 clusters
  Score: Raw -1295671.524517 + Penalty 4487.135563 = -1291184.388954
  nChanged 67
		SP:Iteration 22Q (75092.070000 sec): 3 clusters
  Score: Raw -1295704.938414 + Penalty 4487.135563 = -1291217.802851
  nChanged 74
		SP:Iteration 23Q (75092.230000 sec): 3 clusters
  Score: Raw -1295747.003319 + Penalty 4487.135563 = -1291259.867757
  nChanged 47
		SP:Iteration 24Q (75092.390000 sec): 3 clusters
  Score: Raw -1295771.897410 + Penalty 4487.135563 = -1291284.761848
  nChanged 43
		SP:Iteration 25Q (75092.540000 sec): 3 clusters
  Score: Raw -1295792.142760 + Penalty 4487.135563 = -1291305.007197
  nChanged 41
		SP:Iteration 26Q (75092.730000 sec): 3 clusters
  Score: Raw -1295811.663409 + Penalty 4487.135563 = -1291324.527846
  nChanged 28
		SP:Iteration 27Q (75092.930000 sec): 3 clusters
  Score: Raw -1295826.734236 + Penalty 4487.135563 = -1291339.598673
  nChanged 32
		SP:Iteration 28Q (75093.040000 sec): 3 clusters
  Score: Raw -1295843.788222 + Penalty 4487.135563 = -1291356.652659
  nChanged 35
		SP:Iteration 29Q (75093.240000 sec): 3 clusters
  Score: Raw -1295861.497584 + Penalty 4487.135563 = -1291374.362021
  nChanged 31
		SP:Iteration 30Q (75093.390000 sec): 3 clusters
  Score: Raw -1295878.792846 + Penalty 4487.135563 = -1291391.657283
  nChanged 33
		SP:Iteration 31Q (75093.540000 sec): 3 clusters
  Score: Raw -1295891.707264 + Penalty 4487.135563 = -1291404.571701
  nChanged 20
		SP:Iteration 32Q (75093.730000 sec): 3 clusters
  Score: Raw -1295899.835607 + Penalty 4487.135563 = -1291412.700044
  nChanged 18
		SP:Iteration 33Q (75093.880000 sec): 3 clusters
  Score: Raw -1295906.115742 + Penalty 4487.135563 = -1291418.980180
  nChanged 12
		SP:Iteration 34Q (75094.070000 sec): 3 clusters
  Score: Raw -1295910.502479 + Penalty 4487.135563 = -1291423.366917
  nChanged 8
		SP:Iteration 35Q (75094.300000 sec): 3 clusters
  Score: Raw -1295914.050622 + Penalty 4487.135563 = -1291426.915060
  nChanged 4
		SP:Iteration 36Q (75094.490000 sec): 3 clusters
  Score: Raw -1295915.709836 + Penalty 4487.135563 = -1291428.574273
  nChanged 3
		SP:Iteration 37Q (75094.680000 sec): 3 clusters
  Score: Raw -1295916.744290 + Penalty 4487.135563 = -1291429.608728
  nChanged 3
		SP:Iteration 38Q (75094.860000 sec): 3 clusters
  Score: Raw -1295917.378384 + Penalty 4487.135563 = -1291430.242821
  nChanged 0
		SP:Iteration 39F (75095.020000 sec): 3 clusters
  Score: Raw -1295917.378384 + Penalty 4487.135563 = -1291430.242821
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (27368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75095.290000 sec): 2 clusters
  Score: Raw -4291275.130118 + Penalty 2533.848172 = -4288741.281946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75095.590000 sec): 3 clusters
  Score: Raw -4274988.083466 + Penalty 5067.696344 = -4269920.387121
  nChanged 12303
		SP:Iteration 1F (75095.950000 sec): 3 clusters
  Score: Raw -4281570.005828 + Penalty 5067.696344 = -4276502.309484
  nChanged 1318
		SP:Iteration 2Q (75096.230000 sec): 3 clusters
  Score: Raw -4281990.162885 + Penalty 5067.696344 = -4276922.466540
  nChanged 1118
		SP:Iteration 3Q (75096.560000 sec): 3 clusters
  Score: Raw -4282339.172564 + Penalty 5067.696344 = -4277271.476220
  nChanged 1023
		SP:Iteration 4Q (75096.860000 sec): 3 clusters
  Score: Raw -4282636.556625 + Penalty 5067.696344 = -4277568.860281
  nChanged 909
		SP:Iteration 5Q (75097.170000 sec): 3 clusters
  Score: Raw -4282895.003683 + Penalty 5067.696344 = -4277827.307339
  nChanged 875
		SP:Iteration 6Q (75097.520000 sec): 3 clusters
  Score: Raw -4283150.547521 + Penalty 5067.696344 = -4278082.851176
  nChanged 888
		SP:Iteration 7Q (75097.900000 sec): 3 clusters
  Score: Raw -4283428.819755 + Penalty 5067.696344 = -4278361.123410
  nChanged 899
		SP:Iteration 8Q (75098.240000 sec): 3 clusters
  Score: Raw -4283728.732954 + Penalty 5067.696344 = -4278661.036610
  nChanged 1010
		SP:Iteration 9Q (75098.610000 sec): 3 clusters
  Score: Raw -4284116.783836 + Penalty 5067.696344 = -4279049.087491
  nChanged 1121
		SP:Iteration 10Q (75098.950000 sec): 3 clusters
  Score: Raw -4284608.222437 + Penalty 5067.696344 = -4279540.526092
  nChanged 1295
		SP:Iteration 11Q (75099.250000 sec): 3 clusters
  Score: Raw -4285279.189188 + Penalty 5067.696344 = -4280211.492844
  nChanged 1430
		SP:Iteration 12F (75099.590000 sec): 3 clusters
  Score: Raw -4286147.705158 + Penalty 5067.696344 = -4281080.008814
  nChanged 1507
		SP:Iteration 13F (75099.990000 sec): 3 clusters
  Score: Raw -4287196.220013 + Penalty 5067.696344 = -4282128.523668
  nChanged 1488
		SP:Iteration 14F (75100.300000 sec): 3 clusters
  Score: Raw -4288342.739384 + Penalty 5067.696344 = -4283275.043040
  nChanged 1353
		SP:Iteration 15Q (75100.630000 sec): 3 clusters
  Score: Raw -4289446.103686 + Penalty 5067.696344 = -4284378.407342
  nChanged 1046
		SP:Iteration 16Q (75100.990000 sec): 3 clusters
  Score: Raw -4290254.618145 + Penalty 5067.696344 = -4285186.921800
  nChanged 719
		SP:Iteration 17Q (75101.380000 sec): 3 clusters
  Score: Raw -4290756.501191 + Penalty 5067.696344 = -4285688.804846
  nChanged 466
		SP:Iteration 18Q (75101.690000 sec): 3 clusters
  Score: Raw -4291066.027103 + Penalty 5067.696344 = -4285998.330759
  nChanged 317
		SP:Iteration 19Q (75102.050000 sec): 3 clusters
  Score: Raw -4291277.600149 + Penalty 5067.696344 = -4286209.903805
  nChanged 190
		SP:Iteration 20F (75102.340000 sec): 3 clusters
  Score: Raw -4291391.640549 + Penalty 5067.696344 = -4286323.944204
  nChanged 135
		SP:Iteration 21Q (75102.670000 sec): 3 clusters
  Score: Raw -4291474.776976 + Penalty 5067.696344 = -4286407.080632
  nChanged 95
		SP:Iteration 22Q (75102.990000 sec): 3 clusters
  Score: Raw -4291539.155909 + Penalty 5067.696344 = -4286471.459564
  nChanged 80
		SP:Iteration 23Q (75103.340000 sec): 3 clusters
  Score: Raw -4291590.398865 + Penalty 5067.696344 = -4286522.702521
  nChanged 50
		SP:Iteration 24Q (75103.670000 sec): 3 clusters
  Score: Raw -4291621.330915 + Penalty 5067.696344 = -4286553.634570
  nChanged 38
		SP:Iteration 25Q (75103.990000 sec): 3 clusters
  Score: Raw -4291646.574366 + Penalty 5067.696344 = -4286578.878021
  nChanged 30
		SP:Iteration 26Q (75104.350000 sec): 3 clusters
  Score: Raw -4291663.531398 + Penalty 5067.696344 = -4286595.835054
  nChanged 20
		SP:Iteration 27Q (75104.670000 sec): 3 clusters
  Score: Raw -4291676.599191 + Penalty 5067.696344 = -4286608.902847
  nChanged 20
		SP:Iteration 28Q (75105.000000 sec): 3 clusters
  Score: Raw -4291687.646598 + Penalty 5067.696344 = -4286619.950254
  nChanged 12
		SP:Iteration 29Q (75105.370000 sec): 3 clusters
  Score: Raw -4291693.429940 + Penalty 5067.696344 = -4286625.733596
  nChanged 6
		SP:Iteration 30Q (75105.760000 sec): 3 clusters
  Score: Raw -4291695.943268 + Penalty 5067.696344 = -4286628.246923
  nChanged 6
		SP:Iteration 31Q (75106.100000 sec): 3 clusters
  Score: Raw -4291698.730753 + Penalty 5067.696344 = -4286631.034409
  nChanged 8
		SP:Iteration 32Q (75106.380000 sec): 3 clusters
  Score: Raw -4291702.526378 + Penalty 5067.696344 = -4286634.830033
  nChanged 9
		SP:Iteration 33Q (75106.720000 sec): 3 clusters
  Score: Raw -4291707.267367 + Penalty 5067.696344 = -4286639.571022
  nChanged 8
		SP:Iteration 34Q (75107.040000 sec): 3 clusters
  Score: Raw -4291711.533642 + Penalty 5067.696344 = -4286643.837298
  nChanged 2
		SP:Iteration 35Q (75107.380000 sec): 3 clusters
  Score: Raw -4291712.340675 + Penalty 5067.696344 = -4286644.644330
  nChanged 2
		SP:Iteration 36Q (75107.780000 sec): 3 clusters
  Score: Raw -4291713.188069 + Penalty 5067.696344 = -4286645.491724
  nChanged 0
		SP:Iteration 37F (75108.080000 sec): 3 clusters
  Score: Raw -4291713.188069 + Penalty 5067.696344 = -4286645.491724
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (21877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75108.300000 sec): 2 clusters
  Score: Raw -3487372.789581 + Penalty 2478.311402 = -3484894.478180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75108.570000 sec): 3 clusters
  Score: Raw -3474624.508030 + Penalty 4956.622803 = -3469667.885227
  nChanged 9660
		SP:Iteration 1F (75108.900000 sec): 3 clusters
  Score: Raw -3479855.044769 + Penalty 4956.622803 = -3474898.421966
  nChanged 1212
		SP:Iteration 2F (75109.210000 sec): 3 clusters
  Score: Raw -3480356.410884 + Penalty 4956.622803 = -3475399.788081
  nChanged 1112
		SP:Iteration 3F (75109.440000 sec): 3 clusters
  Score: Raw -3480821.060297 + Penalty 4956.622803 = -3475864.437493
  nChanged 1057
		SP:Iteration 4Q (75109.800000 sec): 3 clusters
  Score: Raw -3481283.590140 + Penalty 4956.622803 = -3476326.967337
  nChanged 970
		SP:Iteration 5Q (75110.120000 sec): 3 clusters
  Score: Raw -3481732.002489 + Penalty 4956.622803 = -3476775.379686
  nChanged 941
		SP:Iteration 6Q (75110.430000 sec): 3 clusters
  Score: Raw -3482191.072265 + Penalty 4956.622803 = -3477234.449462
  nChanged 965
		SP:Iteration 7Q (75110.760000 sec): 3 clusters
  Score: Raw -3482661.093905 + Penalty 4956.622803 = -3477704.471102
  nChanged 896
		SP:Iteration 8Q (75111.060000 sec): 3 clusters
  Score: Raw -3483132.676329 + Penalty 4956.622803 = -3478176.053526
  nChanged 952
		SP:Iteration 9Q (75111.330000 sec): 3 clusters
  Score: Raw -3483694.217063 + Penalty 4956.622803 = -3478737.594259
  nChanged 972
		SP:Iteration 10Q (75111.660000 sec): 3 clusters
  Score: Raw -3484299.421884 + Penalty 4956.622803 = -3479342.799081
  nChanged 959
		SP:Iteration 11Q (75111.970000 sec): 3 clusters
  Score: Raw -3484911.971099 + Penalty 4956.622803 = -3479955.348296
  nChanged 868
		SP:Iteration 12Q (75112.320000 sec): 3 clusters
  Score: Raw -3485424.737257 + Penalty 4956.622803 = -3480468.114453
  nChanged 741
		SP:Iteration 13Q (75112.640000 sec): 3 clusters
  Score: Raw -3485850.419627 + Penalty 4956.622803 = -3480893.796824
  nChanged 611
		SP:Iteration 14Q (75113.010000 sec): 3 clusters
  Score: Raw -3486202.255061 + Penalty 4956.622803 = -3481245.632258
  nChanged 509
		SP:Iteration 15Q (75113.270000 sec): 3 clusters
  Score: Raw -3486497.655073 + Penalty 4956.622803 = -3481541.032270
  nChanged 459
		SP:Iteration 16Q (75113.580000 sec): 3 clusters
  Score: Raw -3486759.822240 + Penalty 4956.622803 = -3481803.199437
  nChanged 413
		SP:Iteration 17Q (75113.940000 sec): 3 clusters
  Score: Raw -3487010.346914 + Penalty 4956.622803 = -3482053.724111
  nChanged 347
		SP:Iteration 18Q (75114.250000 sec): 3 clusters
  Score: Raw -3487223.916320 + Penalty 4956.622803 = -3482267.293517
  nChanged 316
		SP:Iteration 19Q (75114.540000 sec): 3 clusters
  Score: Raw -3487424.295848 + Penalty 4956.622803 = -3482467.673045
  nChanged 262
		SP:Iteration 20F (75114.850000 sec): 3 clusters
  Score: Raw -3487567.659331 + Penalty 4956.622803 = -3482611.036527
  nChanged 232
		SP:Iteration 21Q (75115.160000 sec): 3 clusters
  Score: Raw -3487691.264915 + Penalty 4956.622803 = -3482734.642112
  nChanged 195
		SP:Iteration 22Q (75115.450000 sec): 3 clusters
  Score: Raw -3487775.389950 + Penalty 4956.622803 = -3482818.767147
  nChanged 151
		SP:Iteration 23Q (75115.670000 sec): 3 clusters
  Score: Raw -3487831.283810 + Penalty 4956.622803 = -3482874.661007
  nChanged 104
		SP:Iteration 24Q (75115.990000 sec): 3 clusters
  Score: Raw -3487865.926470 + Penalty 4956.622803 = -3482909.303666
  nChanged 91
		SP:Iteration 25Q (75116.330000 sec): 3 clusters
  Score: Raw -3487898.720853 + Penalty 4956.622803 = -3482942.098050
  nChanged 80
		SP:Iteration 26Q (75116.550000 sec): 3 clusters
  Score: Raw -3487927.702989 + Penalty 4956.622803 = -3482971.080186
  nChanged 71
		SP:Iteration 27Q (75116.870000 sec): 3 clusters
  Score: Raw -3487946.493841 + Penalty 4956.622803 = -3482989.871038
  nChanged 59
		SP:Iteration 28Q (75117.110000 sec): 3 clusters
  Score: Raw -3487961.304974 + Penalty 4956.622803 = -3483004.682171
  nChanged 47
		SP:Iteration 29Q (75117.420000 sec): 3 clusters
  Score: Raw -3487972.872180 + Penalty 4956.622803 = -3483016.249376
  nChanged 40
		SP:Iteration 30Q (75117.720000 sec): 3 clusters
  Score: Raw -3487982.987035 + Penalty 4956.622803 = -3483026.364231
  nChanged 41
		SP:Iteration 31Q (75118.050000 sec): 3 clusters
  Score: Raw -3487994.984678 + Penalty 4956.622803 = -3483038.361875
  nChanged 39
		SP:Iteration 32Q (75118.370000 sec): 3 clusters
  Score: Raw -3488004.127425 + Penalty 4956.622803 = -3483047.504622
  nChanged 41
		SP:Iteration 33Q (75118.690000 sec): 3 clusters
  Score: Raw -3488013.489472 + Penalty 4956.622803 = -3483056.866669
  nChanged 36
		SP:Iteration 34Q (75118.930000 sec): 3 clusters
  Score: Raw -3488022.894635 + Penalty 4956.622803 = -3483066.271832
  nChanged 35
		SP:Iteration 35Q (75119.240000 sec): 3 clusters
  Score: Raw -3488032.033690 + Penalty 4956.622803 = -3483075.410887
  nChanged 28
		SP:Iteration 36Q (75119.500000 sec): 3 clusters
  Score: Raw -3488038.112853 + Penalty 4956.622803 = -3483081.490050
  nChanged 32
		SP:Iteration 37Q (75119.810000 sec): 3 clusters
  Score: Raw -3488044.822347 + Penalty 4956.622803 = -3483088.199544
  nChanged 19
		SP:Iteration 38Q (75120.080000 sec): 3 clusters
  Score: Raw -3488048.824025 + Penalty 4956.622803 = -3483092.201221
  nChanged 15
		SP:Iteration 39Q (75120.410000 sec): 3 clusters
  Score: Raw -3488051.832523 + Penalty 4956.622803 = -3483095.209720
  nChanged 11
		SP:Iteration 40F (75120.710000 sec): 3 clusters
  Score: Raw -3488053.713127 + Penalty 4956.622803 = -3483097.090324
  nChanged 16
		SP:Iteration 41Q (75121.020000 sec): 3 clusters
  Score: Raw -3488057.535703 + Penalty 4956.622803 = -3483100.912900
  nChanged 13
		SP:Iteration 42Q (75121.320000 sec): 3 clusters
  Score: Raw -3488060.304877 + Penalty 4956.622803 = -3483103.682073
  nChanged 8
		SP:Iteration 43Q (75121.640000 sec): 3 clusters
  Score: Raw -3488062.268897 + Penalty 4956.622803 = -3483105.646094
  nChanged 10
		SP:Iteration 44Q (75121.960000 sec): 3 clusters
  Score: Raw -3488065.055699 + Penalty 4956.622803 = -3483108.432896
  nChanged 11
		SP:Iteration 45Q (75122.270000 sec): 3 clusters
  Score: Raw -3488067.757952 + Penalty 4956.622803 = -3483111.135149
  nChanged 12
		SP:Iteration 46Q (75122.590000 sec): 3 clusters
  Score: Raw -3488069.668955 + Penalty 4956.622803 = -3483113.046152
  nChanged 7
		SP:Iteration 47Q (75122.930000 sec): 3 clusters
  Score: Raw -3488070.977936 + Penalty 4956.622803 = -3483114.355132
  nChanged 8
		SP:Iteration 48Q (75123.230000 sec): 3 clusters
  Score: Raw -3488072.614686 + Penalty 4956.622803 = -3483115.991882
  nChanged 6
		SP:Iteration 49Q (75123.490000 sec): 3 clusters
  Score: Raw -3488073.619098 + Penalty 4956.622803 = -3483116.996295
  nChanged 2
		SP:Iteration 50Q (75123.820000 sec): 3 clusters
  Score: Raw -3488073.812228 + Penalty 4956.622803 = -3483117.189425
  nChanged 3
		SP:Iteration 51Q (75124.070000 sec): 3 clusters
  Score: Raw -3488074.241271 + Penalty 4956.622803 = -3483117.618468
  nChanged 3
		SP:Iteration 52Q (75124.360000 sec): 3 clusters
  Score: Raw -3488074.679860 + Penalty 4956.622803 = -3483118.057057
  nChanged 5
		SP:Iteration 53Q (75124.670000 sec): 3 clusters
  Score: Raw -3488075.568797 + Penalty 4956.622803 = -3483118.945993
  nChanged 3
		SP:Iteration 54Q (75124.990000 sec): 3 clusters
  Score: Raw -3488076.290452 + Penalty 4956.622803 = -3483119.667649
  nChanged 2
		SP:Iteration 55Q (75125.290000 sec): 3 clusters
  Score: Raw -3488076.601787 + Penalty 4956.622803 = -3483119.978984
  nChanged 1
		SP:Iteration 56Q (75125.570000 sec): 3 clusters
  Score: Raw -3488076.918727 + Penalty 4956.622803 = -3483120.295924
  nChanged 1
		SP:Iteration 57Q (75125.880000 sec): 3 clusters
  Score: Raw -3488077.022412 + Penalty 4956.622803 = -3483120.399609
  nChanged 1
		SP:Iteration 58Q (75126.190000 sec): 3 clusters
  Score: Raw -3488077.067406 + Penalty 4956.622803 = -3483120.444603
  nChanged 0
		SP:Iteration 59F (75126.500000 sec): 3 clusters
  Score: Raw -3488077.067406 + Penalty 4956.622803 = -3483120.444603
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (6802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75126.580000 sec): 2 clusters
  Score: Raw -1088428.333132 + Penalty 2188.593047 = -1086239.740084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75126.750000 sec): 3 clusters
  Score: Raw -1084980.417770 + Penalty 4377.186095 = -1080603.231675
  nChanged 2685
		SP:Iteration 1F (75126.960000 sec): 3 clusters
  Score: Raw -1086414.615673 + Penalty 4377.186095 = -1082037.429578
  nChanged 457
		SP:Iteration 2F (75127.130000 sec): 3 clusters
  Score: Raw -1086691.203714 + Penalty 4377.186095 = -1082314.017619
  nChanged 370
		SP:Iteration 3F (75127.310000 sec): 3 clusters
  Score: Raw -1086928.967554 + Penalty 4377.186095 = -1082551.781459
  nChanged 390
		SP:Iteration 4F (75127.470000 sec): 3 clusters
  Score: Raw -1087227.834888 + Penalty 4377.186095 = -1082850.648793
  nChanged 439
		SP:Iteration 5F (75127.640000 sec): 3 clusters
  Score: Raw -1087682.307351 + Penalty 4377.186095 = -1083305.121256
  nChanged 542
		SP:Iteration 6F (75127.820000 sec): 3 clusters
  Score: Raw -1088259.348694 + Penalty 4377.186095 = -1083882.162599
  nChanged 491
		SP:Iteration 7F (75128.020000 sec): 3 clusters
  Score: Raw -1088718.175441 + Penalty 4377.186095 = -1084340.989346
  nChanged 366
		SP:Iteration 8F (75128.190000 sec): 3 clusters
  Score: Raw -1089007.900363 + Penalty 4377.186095 = -1084630.714268
  nChanged 233
		SP:Iteration 9Q (75128.360000 sec): 3 clusters
  Score: Raw -1089156.030534 + Penalty 4377.186095 = -1084778.844439
  nChanged 148
		SP:Iteration 10Q (75128.530000 sec): 3 clusters
  Score: Raw -1089238.355593 + Penalty 4377.186095 = -1084861.169498
  nChanged 105
		SP:Iteration 11Q (75128.730000 sec): 3 clusters
  Score: Raw -1089291.895166 + Penalty 4377.186095 = -1084914.709072
  nChanged 81
		SP:Iteration 12Q (75128.940000 sec): 3 clusters
  Score: Raw -1089329.373858 + Penalty 4377.186095 = -1084952.187763
  nChanged 58
		SP:Iteration 13Q (75129.140000 sec): 3 clusters
  Score: Raw -1089354.561060 + Penalty 4377.186095 = -1084977.374966
  nChanged 41
		SP:Iteration 14Q (75129.350000 sec): 3 clusters
  Score: Raw -1089372.437043 + Penalty 4377.186095 = -1084995.250948
  nChanged 37
		SP:Iteration 15Q (75129.540000 sec): 3 clusters
  Score: Raw -1089389.160126 + Penalty 4377.186095 = -1085011.974031
  nChanged 38
		SP:Iteration 16Q (75129.670000 sec): 3 clusters
  Score: Raw -1089405.355179 + Penalty 4377.186095 = -1085028.169084
  nChanged 37
		SP:Iteration 17Q (75129.840000 sec): 3 clusters
  Score: Raw -1089417.433888 + Penalty 4377.186095 = -1085040.247793
  nChanged 34
		SP:Iteration 18Q (75130.030000 sec): 3 clusters
  Score: Raw -1089429.972878 + Penalty 4377.186095 = -1085052.786783
  nChanged 33
		SP:Iteration 19Q (75130.180000 sec): 3 clusters
  Score: Raw -1089443.197800 + Penalty 4377.186095 = -1085066.011705
  nChanged 37
		SP:Iteration 20F (75130.360000 sec): 3 clusters
  Score: Raw -1089454.760659 + Penalty 4377.186095 = -1085077.574564
  nChanged 26
		SP:Iteration 21Q (75130.530000 sec): 3 clusters
  Score: Raw -1089463.271695 + Penalty 4377.186095 = -1085086.085600
  nChanged 29
		SP:Iteration 22Q (75130.690000 sec): 3 clusters
  Score: Raw -1089470.687296 + Penalty 4377.186095 = -1085093.501201
  nChanged 21
		SP:Iteration 23Q (75130.810000 sec): 3 clusters
  Score: Raw -1089476.660524 + Penalty 4377.186095 = -1085099.474429
  nChanged 23
		SP:Iteration 24Q (75131.020000 sec): 3 clusters
  Score: Raw -1089482.691401 + Penalty 4377.186095 = -1085105.505306
  nChanged 21
		SP:Iteration 25Q (75131.230000 sec): 3 clusters
  Score: Raw -1089487.462819 + Penalty 4377.186095 = -1085110.276724
  nChanged 14
		SP:Iteration 26Q (75131.430000 sec): 3 clusters
  Score: Raw -1089491.390270 + Penalty 4377.186095 = -1085114.204175
  nChanged 19
		SP:Iteration 27Q (75131.650000 sec): 3 clusters
  Score: Raw -1089497.462340 + Penalty 4377.186095 = -1085120.276245
  nChanged 20
		SP:Iteration 28Q (75131.850000 sec): 3 clusters
  Score: Raw -1089504.145248 + Penalty 4377.186095 = -1085126.959153
  nChanged 19
		SP:Iteration 29Q (75132.040000 sec): 3 clusters
  Score: Raw -1089509.438479 + Penalty 4377.186095 = -1085132.252384
  nChanged 18
		SP:Iteration 30Q (75132.220000 sec): 3 clusters
  Score: Raw -1089513.218987 + Penalty 4377.186095 = -1085136.032892
  nChanged 10
		SP:Iteration 31Q (75132.410000 sec): 3 clusters
  Score: Raw -1089515.683360 + Penalty 4377.186095 = -1085138.497265
  nChanged 8
		SP:Iteration 32Q (75132.610000 sec): 3 clusters
  Score: Raw -1089517.618271 + Penalty 4377.186095 = -1085140.432176
  nChanged 9
		SP:Iteration 33Q (75132.820000 sec): 3 clusters
  Score: Raw -1089519.801851 + Penalty 4377.186095 = -1085142.615756
  nChanged 3
		SP:Iteration 34Q (75132.990000 sec): 3 clusters
  Score: Raw -1089520.410240 + Penalty 4377.186095 = -1085143.224145
  nChanged 2
		SP:Iteration 35Q (75133.180000 sec): 3 clusters
  Score: Raw -1089520.719440 + Penalty 4377.186095 = -1085143.533345
  nChanged 4
		SP:Iteration 36Q (75133.310000 sec): 3 clusters
  Score: Raw -1089521.349770 + Penalty 4377.186095 = -1085144.163676
  nChanged 3
		SP:Iteration 37Q (75133.520000 sec): 3 clusters
  Score: Raw -1089521.835679 + Penalty 4377.186095 = -1085144.649584
  nChanged 1
		SP:Iteration 38Q (75133.680000 sec): 3 clusters
  Score: Raw -1089521.965924 + Penalty 4377.186095 = -1085144.779829
  nChanged 2
		SP:Iteration 39Q (75133.890000 sec): 3 clusters
  Score: Raw -1089522.512593 + Penalty 4377.186095 = -1085145.326498
  nChanged 3
		SP:Iteration 40F (75134.070000 sec): 3 clusters
  Score: Raw -1089523.363919 + Penalty 4377.186095 = -1085146.177824
  nChanged 1
		SP:Iteration 41Q (75134.260000 sec): 3 clusters
  Score: Raw -1089523.637304 + Penalty 4377.186095 = -1085146.451209
  nChanged 3
		SP:Iteration 42Q (75134.490000 sec): 3 clusters
  Score: Raw -1089524.607213 + Penalty 4377.186095 = -1085147.421118
  nChanged 3
		SP:Iteration 43Q (75134.670000 sec): 3 clusters
  Score: Raw -1089525.390490 + Penalty 4377.186095 = -1085148.204395
  nChanged 1
		SP:Iteration 44Q (75134.870000 sec): 3 clusters
  Score: Raw -1089525.528334 + Penalty 4377.186095 = -1085148.342239
  nChanged 0
		SP:Iteration 45F (75135.040000 sec): 3 clusters
  Score: Raw -1089525.528334 + Penalty 4377.186095 = -1085148.342239
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (5995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75135.130000 sec): 2 clusters
  Score: Raw -943430.874330 + Penalty 2157.272905 = -941273.601425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75135.350000 sec): 3 clusters
  Score: Raw -940398.867240 + Penalty 4314.545809 = -936084.321430
  nChanged 2282
		SP:Iteration 1F (75135.530000 sec): 3 clusters
  Score: Raw -941673.163003 + Penalty 4314.545809 = -937358.617193
  nChanged 463
		SP:Iteration 2F (75135.710000 sec): 3 clusters
  Score: Raw -941934.933081 + Penalty 4314.545809 = -937620.387271
  nChanged 319
		SP:Iteration 3F (75135.890000 sec): 3 clusters
  Score: Raw -942122.688060 + Penalty 4314.545809 = -937808.142250
  nChanged 268
		SP:Iteration 4Q (75136.060000 sec): 3 clusters
  Score: Raw -942277.031095 + Penalty 4314.545809 = -937962.485285
  nChanged 208
		SP:Iteration 5Q (75136.230000 sec): 3 clusters
  Score: Raw -942404.648132 + Penalty 4314.545809 = -938090.102323
  nChanged 217
		SP:Iteration 6Q (75136.390000 sec): 3 clusters
  Score: Raw -942520.767268 + Penalty 4314.545809 = -938206.221458
  nChanged 183
		SP:Iteration 7Q (75136.550000 sec): 3 clusters
  Score: Raw -942607.504379 + Penalty 4314.545809 = -938292.958570
  nChanged 160
		SP:Iteration 8Q (75136.750000 sec): 3 clusters
  Score: Raw -942682.537579 + Penalty 4314.545809 = -938367.991769
  nChanged 126
		SP:Iteration 9Q (75136.910000 sec): 3 clusters
  Score: Raw -942754.860694 + Penalty 4314.545809 = -938440.314884
  nChanged 147
		SP:Iteration 10Q (75137.130000 sec): 3 clusters
  Score: Raw -942843.423590 + Penalty 4314.545809 = -938528.877781
  nChanged 151
		SP:Iteration 11Q (75137.300000 sec): 3 clusters
  Score: Raw -942933.402700 + Penalty 4314.545809 = -938618.856890
  nChanged 138
		SP:Iteration 12Q (75137.460000 sec): 3 clusters
  Score: Raw -943026.628047 + Penalty 4314.545809 = -938712.082238
  nChanged 137
		SP:Iteration 13Q (75137.670000 sec): 3 clusters
  Score: Raw -943125.027846 + Penalty 4314.545809 = -938810.482036
  nChanged 129
		SP:Iteration 14Q (75137.870000 sec): 3 clusters
  Score: Raw -943220.011421 + Penalty 4314.545809 = -938905.465612
  nChanged 156
		SP:Iteration 15Q (75138.060000 sec): 3 clusters
  Score: Raw -943356.162783 + Penalty 4314.545809 = -939041.616973
  nChanged 148
		SP:Iteration 16Q (75138.240000 sec): 3 clusters
  Score: Raw -943498.717939 + Penalty 4314.545809 = -939184.172130
  nChanged 173
		SP:Iteration 17Q (75138.390000 sec): 3 clusters
  Score: Raw -943693.453715 + Penalty 4314.545809 = -939378.907906
  nChanged 175
		SP:Iteration 18Q (75138.540000 sec): 3 clusters
  Score: Raw -943922.976943 + Penalty 4314.545809 = -939608.431134
  nChanged 186
		SP:Iteration 19Q (75138.750000 sec): 3 clusters
  Score: Raw -944158.493376 + Penalty 4314.545809 = -939843.947567
  nChanged 167
		SP:Iteration 20F (75138.940000 sec): 3 clusters
  Score: Raw -944322.242770 + Penalty 4314.545809 = -940007.696961
  nChanged 134
		SP:Iteration 21Q (75139.110000 sec): 3 clusters
  Score: Raw -944419.232896 + Penalty 4314.545809 = -940104.687087
  nChanged 110
		SP:Iteration 22Q (75139.290000 sec): 3 clusters
  Score: Raw -944489.987142 + Penalty 4314.545809 = -940175.441333
  nChanged 78
		SP:Iteration 23Q (75139.490000 sec): 3 clusters
  Score: Raw -944534.154901 + Penalty 4314.545809 = -940219.609092
  nChanged 55
		SP:Iteration 24Q (75139.680000 sec): 3 clusters
  Score: Raw -944560.270909 + Penalty 4314.545809 = -940245.725099
  nChanged 43
		SP:Iteration 25Q (75139.860000 sec): 3 clusters
  Score: Raw -944579.616438 + Penalty 4314.545809 = -940265.070629
  nChanged 24
		SP:Iteration 26Q (75140.070000 sec): 3 clusters
  Score: Raw -944588.310191 + Penalty 4314.545809 = -940273.764382
  nChanged 22
		SP:Iteration 27Q (75140.220000 sec): 3 clusters
  Score: Raw -944597.890572 + Penalty 4314.545809 = -940283.344763
  nChanged 13
		SP:Iteration 28Q (75140.370000 sec): 3 clusters
  Score: Raw -944602.613431 + Penalty 4314.545809 = -940288.067622
  nChanged 12
		SP:Iteration 29Q (75140.500000 sec): 3 clusters
  Score: Raw -944606.538173 + Penalty 4314.545809 = -940291.992364
  nChanged 13
		SP:Iteration 30Q (75140.680000 sec): 3 clusters
  Score: Raw -944610.409007 + Penalty 4314.545809 = -940295.863197
  nChanged 13
		SP:Iteration 31Q (75140.820000 sec): 3 clusters
  Score: Raw -944615.411075 + Penalty 4314.545809 = -940300.865265
  nChanged 15
		SP:Iteration 32Q (75141.010000 sec): 3 clusters
  Score: Raw -944620.525777 + Penalty 4314.545809 = -940305.979967
  nChanged 11
		SP:Iteration 33Q (75141.160000 sec): 3 clusters
  Score: Raw -944624.896020 + Penalty 4314.545809 = -940310.350210
  nChanged 10
		SP:Iteration 34Q (75141.380000 sec): 3 clusters
  Score: Raw -944627.923193 + Penalty 4314.545809 = -940313.377384
  nChanged 5
		SP:Iteration 35Q (75141.520000 sec): 3 clusters
  Score: Raw -944629.069697 + Penalty 4314.545809 = -940314.523888
  nChanged 2
		SP:Iteration 36Q (75141.720000 sec): 3 clusters
  Score: Raw -944629.450066 + Penalty 4314.545809 = -940314.904256
  nChanged 0
		SP:Iteration 37F (75141.900000 sec): 3 clusters
  Score: Raw -944629.450066 + Penalty 4314.545809 = -940314.904256
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (14874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75142.050000 sec): 2 clusters
  Score: Raw -2173676.881905 + Penalty 2382.627760 = -2171294.254145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75142.300000 sec): 3 clusters
  Score: Raw -2165228.320716 + Penalty 4765.255521 = -2160463.065196
  nChanged 6454
		SP:Iteration 1F (75142.580000 sec): 3 clusters
  Score: Raw -2168823.047727 + Penalty 4765.255521 = -2164057.792207
  nChanged 971
		SP:Iteration 2F (75142.790000 sec): 3 clusters
  Score: Raw -2169290.777079 + Penalty 4765.255521 = -2164525.521558
  nChanged 819
		SP:Iteration 3F (75143.050000 sec): 3 clusters
  Score: Raw -2169670.729411 + Penalty 4765.255521 = -2164905.473890
  nChanged 735
		SP:Iteration 4Q (75143.310000 sec): 3 clusters
  Score: Raw -2170060.356709 + Penalty 4765.255521 = -2165295.101188
  nChanged 741
		SP:Iteration 5Q (75143.540000 sec): 3 clusters
  Score: Raw -2170504.608149 + Penalty 4765.255521 = -2165739.352629
  nChanged 748
		SP:Iteration 6F (75143.770000 sec): 3 clusters
  Score: Raw -2171034.708280 + Penalty 4765.255521 = -2166269.452759
  nChanged 797
		SP:Iteration 7F (75144.020000 sec): 3 clusters
  Score: Raw -2171602.816532 + Penalty 4765.255521 = -2166837.561011
  nChanged 734
		SP:Iteration 8Q (75144.270000 sec): 3 clusters
  Score: Raw -2172093.891685 + Penalty 4765.255521 = -2167328.636165
  nChanged 709
		SP:Iteration 9Q (75144.510000 sec): 3 clusters
  Score: Raw -2172592.802734 + Penalty 4765.255521 = -2167827.547214
  nChanged 677
		SP:Iteration 10Q (75144.760000 sec): 3 clusters
  Score: Raw -2173015.845136 + Penalty 4765.255521 = -2168250.589615
  nChanged 562
		SP:Iteration 11Q (75145.070000 sec): 3 clusters
  Score: Raw -2173319.523233 + Penalty 4765.255521 = -2168554.267713
  nChanged 482
		SP:Iteration 12Q (75145.250000 sec): 3 clusters
  Score: Raw -2173578.396785 + Penalty 4765.255521 = -2168813.141264
  nChanged 429
		SP:Iteration 13Q (75145.490000 sec): 3 clusters
  Score: Raw -2173794.058557 + Penalty 4765.255521 = -2169028.803036
  nChanged 382
		SP:Iteration 14Q (75145.740000 sec): 3 clusters
  Score: Raw -2173994.270922 + Penalty 4765.255521 = -2169229.015401
  nChanged 356
		SP:Iteration 15Q (75145.920000 sec): 3 clusters
  Score: Raw -2174193.380793 + Penalty 4765.255521 = -2169428.125272
  nChanged 349
		SP:Iteration 16Q (75146.180000 sec): 3 clusters
  Score: Raw -2174406.083681 + Penalty 4765.255521 = -2169640.828160
  nChanged 337
		SP:Iteration 17Q (75146.430000 sec): 3 clusters
  Score: Raw -2174618.313161 + Penalty 4765.255521 = -2169853.057640
  nChanged 295
		SP:Iteration 18Q (75146.670000 sec): 3 clusters
  Score: Raw -2174792.982695 + Penalty 4765.255521 = -2170027.727174
  nChanged 249
		SP:Iteration 19Q (75146.950000 sec): 3 clusters
  Score: Raw -2174926.750434 + Penalty 4765.255521 = -2170161.494914
  nChanged 206
		SP:Iteration 20F (75147.170000 sec): 3 clusters
  Score: Raw -2175027.145703 + Penalty 4765.255521 = -2170261.890182
  nChanged 177
		SP:Iteration 21Q (75147.410000 sec): 3 clusters
  Score: Raw -2175109.042027 + Penalty 4765.255521 = -2170343.786507
  nChanged 167
		SP:Iteration 22Q (75147.660000 sec): 3 clusters
  Score: Raw -2175195.839799 + Penalty 4765.255521 = -2170430.584278
  nChanged 156
		SP:Iteration 23Q (75147.900000 sec): 3 clusters
  Score: Raw -2175284.709657 + Penalty 4765.255521 = -2170519.454136
  nChanged 155
		SP:Iteration 24Q (75148.170000 sec): 3 clusters
  Score: Raw -2175378.150465 + Penalty 4765.255521 = -2170612.894944
  nChanged 137
		SP:Iteration 25Q (75148.440000 sec): 3 clusters
  Score: Raw -2175470.493693 + Penalty 4765.255521 = -2170705.238173
  nChanged 128
		SP:Iteration 26Q (75148.670000 sec): 3 clusters
  Score: Raw -2175553.445764 + Penalty 4765.255521 = -2170788.190243
  nChanged 141
		SP:Iteration 27Q (75148.940000 sec): 3 clusters
  Score: Raw -2175634.028010 + Penalty 4765.255521 = -2170868.772489
  nChanged 134
		SP:Iteration 28Q (75149.150000 sec): 3 clusters
  Score: Raw -2175691.573546 + Penalty 4765.255521 = -2170926.318025
  nChanged 104
		SP:Iteration 29Q (75149.330000 sec): 3 clusters
  Score: Raw -2175723.584660 + Penalty 4765.255521 = -2170958.329139
  nChanged 62
		SP:Iteration 30Q (75149.540000 sec): 3 clusters
  Score: Raw -2175739.600757 + Penalty 4765.255521 = -2170974.345237
  nChanged 45
		SP:Iteration 31Q (75149.780000 sec): 3 clusters
  Score: Raw -2175750.874552 + Penalty 4765.255521 = -2170985.619031
  nChanged 32
		SP:Iteration 32Q (75149.980000 sec): 3 clusters
  Score: Raw -2175758.017688 + Penalty 4765.255521 = -2170992.762167
  nChanged 24
		SP:Iteration 33Q (75150.210000 sec): 3 clusters
  Score: Raw -2175762.166535 + Penalty 4765.255521 = -2170996.911014
  nChanged 22
		SP:Iteration 34Q (75150.470000 sec): 3 clusters
  Score: Raw -2175766.089307 + Penalty 4765.255521 = -2171000.833786
  nChanged 23
		SP:Iteration 35Q (75150.720000 sec): 3 clusters
  Score: Raw -2175770.114883 + Penalty 4765.255521 = -2171004.859362
  nChanged 25
		SP:Iteration 36Q (75150.980000 sec): 3 clusters
  Score: Raw -2175775.167579 + Penalty 4765.255521 = -2171009.912058
  nChanged 29
		SP:Iteration 37Q (75151.240000 sec): 3 clusters
  Score: Raw -2175781.744568 + Penalty 4765.255521 = -2171016.489047
  nChanged 32
		SP:Iteration 38Q (75151.470000 sec): 3 clusters
  Score: Raw -2175790.660853 + Penalty 4765.255521 = -2171025.405332
  nChanged 30
		SP:Iteration 39Q (75151.690000 sec): 3 clusters
  Score: Raw -2175796.435475 + Penalty 4765.255521 = -2171031.179954
  nChanged 11
		SP:Iteration 40F (75151.890000 sec): 3 clusters
  Score: Raw -2175798.202353 + Penalty 4765.255521 = -2171032.946833
  nChanged 13
		SP:Iteration 41Q (75152.100000 sec): 3 clusters
  Score: Raw -2175800.907188 + Penalty 4765.255521 = -2171035.651667
  nChanged 14
		SP:Iteration 42Q (75152.350000 sec): 3 clusters
  Score: Raw -2175803.029452 + Penalty 4765.255521 = -2171037.773931
  nChanged 5
		SP:Iteration 43Q (75152.580000 sec): 3 clusters
  Score: Raw -2175804.301932 + Penalty 4765.255521 = -2171039.046411
  nChanged 6
		SP:Iteration 44Q (75152.810000 sec): 3 clusters
  Score: Raw -2175805.173975 + Penalty 4765.255521 = -2171039.918454
  nChanged 4
		SP:Iteration 45Q (75153.060000 sec): 3 clusters
  Score: Raw -2175805.772673 + Penalty 4765.255521 = -2171040.517152
  nChanged 4
		SP:Iteration 46Q (75153.270000 sec): 3 clusters
  Score: Raw -2175806.315008 + Penalty 4765.255521 = -2171041.059487
  nChanged 7
		SP:Iteration 47Q (75153.420000 sec): 3 clusters
  Score: Raw -2175807.690641 + Penalty 4765.255521 = -2171042.435120
  nChanged 6
		SP:Iteration 48Q (75153.580000 sec): 3 clusters
  Score: Raw -2175808.709221 + Penalty 4765.255521 = -2171043.453700
  nChanged 7
		SP:Iteration 49Q (75153.780000 sec): 3 clusters
  Score: Raw -2175809.581164 + Penalty 4765.255521 = -2171044.325643
  nChanged 3
		SP:Iteration 50Q (75154.060000 sec): 3 clusters
  Score: Raw -2175810.012238 + Penalty 4765.255521 = -2171044.756717
  nChanged 4
		SP:Iteration 51Q (75154.260000 sec): 3 clusters
  Score: Raw -2175810.463364 + Penalty 4765.255521 = -2171045.207843
  nChanged 3
		SP:Iteration 52Q (75154.500000 sec): 3 clusters
  Score: Raw -2175810.969778 + Penalty 4765.255521 = -2171045.714257
  nChanged 5
		SP:Iteration 53Q (75154.740000 sec): 3 clusters
  Score: Raw -2175811.972255 + Penalty 4765.255521 = -2171046.716734
  nChanged 9
		SP:Iteration 54Q (75154.970000 sec): 3 clusters
  Score: Raw -2175813.187065 + Penalty 4765.255521 = -2171047.931544
  nChanged 9
		SP:Iteration 55Q (75155.240000 sec): 3 clusters
  Score: Raw -2175814.572207 + Penalty 4765.255521 = -2171049.316686
  nChanged 2
		SP:Iteration 56Q (75155.460000 sec): 3 clusters
  Score: Raw -2175814.934627 + Penalty 4765.255521 = -2171049.679107
  nChanged 4
		SP:Iteration 57Q (75155.720000 sec): 3 clusters
  Score: Raw -2175815.249590 + Penalty 4765.255521 = -2171049.994070
  nChanged 3
		SP:Iteration 58Q (75155.910000 sec): 3 clusters
  Score: Raw -2175815.554015 + Penalty 4765.255521 = -2171050.298494
  nChanged 1
		SP:Iteration 59Q (75156.160000 sec): 3 clusters
  Score: Raw -2175815.683097 + Penalty 4765.255521 = -2171050.427576
  nChanged 0
		SP:Iteration 60F (75156.410000 sec): 3 clusters
  Score: Raw -2175815.683097 + Penalty 4765.255521 = -2171050.427576
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (31136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75156.660000 sec): 2 clusters
  Score: Raw -4934600.006120 + Penalty 2565.837756 = -4932034.168363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75157.050000 sec): 3 clusters
  Score: Raw -4915842.513077 + Penalty 5131.675513 = -4910710.837564
  nChanged 14090
		SP:Iteration 1F (75157.410000 sec): 3 clusters
  Score: Raw -4923747.670169 + Penalty 5131.675513 = -4918615.994657
  nChanged 1612
		SP:Iteration 2F (75157.760000 sec): 3 clusters
  Score: Raw -4924387.865340 + Penalty 5131.675513 = -4919256.189828
  nChanged 1663
		SP:Iteration 3F (75158.160000 sec): 3 clusters
  Score: Raw -4925199.575639 + Penalty 5131.675513 = -4920067.900127
  nChanged 1873
		SP:Iteration 4F (75158.470000 sec): 3 clusters
  Score: Raw -4926334.927697 + Penalty 5131.675513 = -4921203.252185
  nChanged 2089
		SP:Iteration 5F (75158.820000 sec): 3 clusters
  Score: Raw -4927813.811436 + Penalty 5131.675513 = -4922682.135924
  nChanged 2211
		SP:Iteration 6F (75159.150000 sec): 3 clusters
  Score: Raw -4929556.757497 + Penalty 5131.675513 = -4924425.081984
  nChanged 1989
		SP:Iteration 7F (75159.540000 sec): 3 clusters
  Score: Raw -4931141.977965 + Penalty 5131.675513 = -4926010.302452
  nChanged 1455
		SP:Iteration 8Q (75159.900000 sec): 3 clusters
  Score: Raw -4932219.391220 + Penalty 5131.675513 = -4927087.715708
  nChanged 1031
		SP:Iteration 9Q (75160.260000 sec): 3 clusters
  Score: Raw -4932955.154891 + Penalty 5131.675513 = -4927823.479378
  nChanged 697
		SP:Iteration 10Q (75160.640000 sec): 3 clusters
  Score: Raw -4933469.909925 + Penalty 5131.675513 = -4928338.234413
  nChanged 531
		SP:Iteration 11Q (75161.030000 sec): 3 clusters
  Score: Raw -4933895.729682 + Penalty 5131.675513 = -4928764.054170
  nChanged 396
		SP:Iteration 12Q (75161.430000 sec): 3 clusters
  Score: Raw -4934221.021526 + Penalty 5131.675513 = -4929089.346013
  nChanged 278
		SP:Iteration 13Q (75161.820000 sec): 3 clusters
  Score: Raw -4934474.827885 + Penalty 5131.675513 = -4929343.152372
  nChanged 184
		SP:Iteration 14Q (75162.240000 sec): 3 clusters
  Score: Raw -4934654.446010 + Penalty 5131.675513 = -4929522.770497
  nChanged 112
		SP:Iteration 15Q (75162.560000 sec): 3 clusters
  Score: Raw -4934778.935668 + Penalty 5131.675513 = -4929647.260155
  nChanged 68
		SP:Iteration 16Q (75162.830000 sec): 3 clusters
  Score: Raw -4934855.775340 + Penalty 5131.675513 = -4929724.099827
  nChanged 42
		SP:Iteration 17Q (75163.110000 sec): 3 clusters
  Score: Raw -4934895.139750 + Penalty 5131.675513 = -4929763.464237
  nChanged 33
		SP:Iteration 18Q (75163.460000 sec): 3 clusters
  Score: Raw -4934926.138762 + Penalty 5131.675513 = -4929794.463249
  nChanged 30
		SP:Iteration 19Q (75163.770000 sec): 3 clusters
  Score: Raw -4934954.565336 + Penalty 5131.675513 = -4929822.889823
  nChanged 20
		SP:Iteration 20F (75164.160000 sec): 3 clusters
  Score: Raw -4934972.088123 + Penalty 5131.675513 = -4929840.412611
  nChanged 16
		SP:Iteration 21Q (75164.570000 sec): 3 clusters
  Score: Raw -4934983.627153 + Penalty 5131.675513 = -4929851.951641
  nChanged 12
		SP:Iteration 22Q (75164.850000 sec): 3 clusters
  Score: Raw -4934990.030960 + Penalty 5131.675513 = -4929858.355447
  nChanged 5
		SP:Iteration 23Q (75165.170000 sec): 3 clusters
  Score: Raw -4934993.849095 + Penalty 5131.675513 = -4929862.173582
  nChanged 6
		SP:Iteration 24Q (75165.500000 sec): 3 clusters
  Score: Raw -4934997.419453 + Penalty 5131.675513 = -4929865.743941
  nChanged 6
		SP:Iteration 25Q (75165.900000 sec): 3 clusters
  Score: Raw -4935001.497157 + Penalty 5131.675513 = -4929869.821644
  nChanged 8
		SP:Iteration 26Q (75166.250000 sec): 3 clusters
  Score: Raw -4935006.438604 + Penalty 5131.675513 = -4929874.763091
  nChanged 5
		SP:Iteration 27Q (75166.590000 sec): 3 clusters
  Score: Raw -4935008.929751 + Penalty 5131.675513 = -4929877.254239
  nChanged 5
		SP:Iteration 28Q (75166.940000 sec): 3 clusters
  Score: Raw -4935011.375923 + Penalty 5131.675513 = -4929879.700411
  nChanged 3
		SP:Iteration 29Q (75167.250000 sec): 3 clusters
  Score: Raw -4935013.202334 + Penalty 5131.675513 = -4929881.526822
  nChanged 3
		SP:Iteration 30Q (75167.580000 sec): 3 clusters
  Score: Raw -4935014.912184 + Penalty 5131.675513 = -4929883.236672
  nChanged 1
		SP:Iteration 31Q (75167.890000 sec): 3 clusters
  Score: Raw -4935015.548528 + Penalty 5131.675513 = -4929883.873015
  nChanged 1
		SP:Iteration 32Q (75168.230000 sec): 3 clusters
  Score: Raw -4935016.006732 + Penalty 5131.675513 = -4929884.331220
  nChanged 2
		SP:Iteration 33Q (75168.510000 sec): 3 clusters
  Score: Raw -4935017.092679 + Penalty 5131.675513 = -4929885.417167
  nChanged 0
		SP:Iteration 34F (75168.860000 sec): 3 clusters
  Score: Raw -4935017.092679 + Penalty 5131.675513 = -4929885.417167
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (21505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75169.000000 sec): 2 clusters
  Score: Raw -3432565.359576 + Penalty 2474.058105 = -3430091.301471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75169.280000 sec): 3 clusters
  Score: Raw -3420000.707614 + Penalty 4948.116210 = -3415052.591405
  nChanged 9499
		SP:Iteration 1F (75169.580000 sec): 3 clusters
  Score: Raw -3425103.087503 + Penalty 4948.116210 = -3420154.971293
  nChanged 1175
		SP:Iteration 2F (75169.860000 sec): 3 clusters
  Score: Raw -3425564.566354 + Penalty 4948.116210 = -3420616.450144
  nChanged 1093
		SP:Iteration 3F (75170.160000 sec): 3 clusters
  Score: Raw -3426035.426844 + Penalty 4948.116210 = -3421087.310634
  nChanged 1104
		SP:Iteration 4F (75170.470000 sec): 3 clusters
  Score: Raw -3426593.654808 + Penalty 4948.116210 = -3421645.538598
  nChanged 1173
		SP:Iteration 5F (75170.710000 sec): 3 clusters
  Score: Raw -3427246.689983 + Penalty 4948.116210 = -3422298.573773
  nChanged 1257
		SP:Iteration 6F (75170.940000 sec): 3 clusters
  Score: Raw -3427990.249117 + Penalty 4948.116210 = -3423042.132907
  nChanged 1264
		SP:Iteration 7F (75171.170000 sec): 3 clusters
  Score: Raw -3428770.997896 + Penalty 4948.116210 = -3423822.881687
  nChanged 1231
		SP:Iteration 8F (75171.480000 sec): 3 clusters
  Score: Raw -3429539.695568 + Penalty 4948.116210 = -3424591.579358
  nChanged 1138
		SP:Iteration 9F (75171.810000 sec): 3 clusters
  Score: Raw -3430203.943403 + Penalty 4948.116210 = -3425255.827193
  nChanged 918
		SP:Iteration 10Q (75172.050000 sec): 3 clusters
  Score: Raw -3430719.372053 + Penalty 4948.116210 = -3425771.255843
  nChanged 766
		SP:Iteration 11Q (75172.290000 sec): 3 clusters
  Score: Raw -3431122.609752 + Penalty 4948.116210 = -3426174.493543
  nChanged 636
		SP:Iteration 12Q (75172.580000 sec): 3 clusters
  Score: Raw -3431458.709897 + Penalty 4948.116210 = -3426510.593687
  nChanged 563
		SP:Iteration 13Q (75172.900000 sec): 3 clusters
  Score: Raw -3431747.434711 + Penalty 4948.116210 = -3426799.318501
  nChanged 481
		SP:Iteration 14Q (75173.260000 sec): 3 clusters
  Score: Raw -3431979.505383 + Penalty 4948.116210 = -3427031.389174
  nChanged 394
		SP:Iteration 15Q (75173.590000 sec): 3 clusters
  Score: Raw -3432173.254431 + Penalty 4948.116210 = -3427225.138222
  nChanged 357
		SP:Iteration 16Q (75173.890000 sec): 3 clusters
  Score: Raw -3432336.479688 + Penalty 4948.116210 = -3427388.363479
  nChanged 291
		SP:Iteration 17Q (75174.240000 sec): 3 clusters
  Score: Raw -3432470.096125 + Penalty 4948.116210 = -3427521.979915
  nChanged 234
		SP:Iteration 18Q (75174.460000 sec): 3 clusters
  Score: Raw -3432570.884676 + Penalty 4948.116210 = -3427622.768466
  nChanged 182
		SP:Iteration 19Q (75174.800000 sec): 3 clusters
  Score: Raw -3432644.622315 + Penalty 4948.116210 = -3427696.506105
  nChanged 139
		SP:Iteration 20F (75175.160000 sec): 3 clusters
  Score: Raw -3432703.076999 + Penalty 4948.116210 = -3427754.960790
  nChanged 115
		SP:Iteration 21Q (75175.500000 sec): 3 clusters
  Score: Raw -3432749.573149 + Penalty 4948.116210 = -3427801.456939
  nChanged 83
		SP:Iteration 22Q (75175.700000 sec): 3 clusters
  Score: Raw -3432780.492160 + Penalty 4948.116210 = -3427832.375950
  nChanged 70
		SP:Iteration 23Q (75176.060000 sec): 3 clusters
  Score: Raw -3432806.207427 + Penalty 4948.116210 = -3427858.091218
  nChanged 64
		SP:Iteration 24Q (75176.380000 sec): 3 clusters
  Score: Raw -3432828.169638 + Penalty 4948.116210 = -3427880.053429
  nChanged 52
		SP:Iteration 25Q (75176.680000 sec): 3 clusters
  Score: Raw -3432846.518292 + Penalty 4948.116210 = -3427898.402083
  nChanged 49
		SP:Iteration 26Q (75177.020000 sec): 3 clusters
  Score: Raw -3432861.391240 + Penalty 4948.116210 = -3427913.275031
  nChanged 40
		SP:Iteration 27Q (75177.250000 sec): 3 clusters
  Score: Raw -3432877.812744 + Penalty 4948.116210 = -3427929.696534
  nChanged 49
		SP:Iteration 28Q (75177.510000 sec): 3 clusters
  Score: Raw -3432895.474833 + Penalty 4948.116210 = -3427947.358624
  nChanged 39
		SP:Iteration 29Q (75177.860000 sec): 3 clusters
  Score: Raw -3432909.953364 + Penalty 4948.116210 = -3427961.837154
  nChanged 33
		SP:Iteration 30Q (75178.170000 sec): 3 clusters
  Score: Raw -3432921.107545 + Penalty 4948.116210 = -3427972.991336
  nChanged 25
		SP:Iteration 31Q (75178.380000 sec): 3 clusters
  Score: Raw -3432929.821975 + Penalty 4948.116210 = -3427981.705765
  nChanged 29
		SP:Iteration 32Q (75178.680000 sec): 3 clusters
  Score: Raw -3432939.436042 + Penalty 4948.116210 = -3427991.319832
  nChanged 20
		SP:Iteration 33Q (75178.950000 sec): 3 clusters
  Score: Raw -3432945.064502 + Penalty 4948.116210 = -3427996.948292
  nChanged 14
		SP:Iteration 34Q (75179.290000 sec): 3 clusters
  Score: Raw -3432948.878382 + Penalty 4948.116210 = -3428000.762172
  nChanged 14
		SP:Iteration 35Q (75179.590000 sec): 3 clusters
  Score: Raw -3432953.979469 + Penalty 4948.116210 = -3428005.863259
  nChanged 9
		SP:Iteration 36Q (75179.890000 sec): 3 clusters
  Score: Raw -3432957.219913 + Penalty 4948.116210 = -3428009.103704
  nChanged 15
		SP:Iteration 37Q (75180.170000 sec): 3 clusters
  Score: Raw -3432963.174230 + Penalty 4948.116210 = -3428015.058020
  nChanged 11
		SP:Iteration 38Q (75180.490000 sec): 3 clusters
  Score: Raw -3432968.187596 + Penalty 4948.116210 = -3428020.071386
  nChanged 8
		SP:Iteration 39Q (75180.800000 sec): 3 clusters
  Score: Raw -3432971.542842 + Penalty 4948.116210 = -3428023.426632
  nChanged 12
		SP:Iteration 40F (75181.090000 sec): 3 clusters
  Score: Raw -3432975.543489 + Penalty 4948.116210 = -3428027.427279
  nChanged 7
		SP:Iteration 41Q (75181.430000 sec): 3 clusters
  Score: Raw -3432977.569443 + Penalty 4948.116210 = -3428029.453234
  nChanged 7
		SP:Iteration 42Q (75181.810000 sec): 3 clusters
  Score: Raw -3432980.377672 + Penalty 4948.116210 = -3428032.261462
  nChanged 12
		SP:Iteration 43Q (75182.040000 sec): 3 clusters
  Score: Raw -3432984.102944 + Penalty 4948.116210 = -3428035.986734
  nChanged 6
		SP:Iteration 44Q (75182.340000 sec): 3 clusters
  Score: Raw -3432986.198882 + Penalty 4948.116210 = -3428038.082673
  nChanged 6
		SP:Iteration 45Q (75182.620000 sec): 3 clusters
  Score: Raw -3432988.761143 + Penalty 4948.116210 = -3428040.644933
  nChanged 8
		SP:Iteration 46Q (75182.920000 sec): 3 clusters
  Score: Raw -3432991.416777 + Penalty 4948.116210 = -3428043.300567
  nChanged 5
		SP:Iteration 47Q (75183.240000 sec): 3 clusters
  Score: Raw -3432993.349639 + Penalty 4948.116210 = -3428045.233429
  nChanged 8
		SP:Iteration 48Q (75183.550000 sec): 3 clusters
  Score: Raw -3432996.174767 + Penalty 4948.116210 = -3428048.058557
  nChanged 8
		SP:Iteration 49Q (75183.860000 sec): 3 clusters
  Score: Raw -3432999.709573 + Penalty 4948.116210 = -3428051.593363
  nChanged 7
		SP:Iteration 50Q (75184.100000 sec): 3 clusters
  Score: Raw -3433002.297922 + Penalty 4948.116210 = -3428054.181712
  nChanged 3
		SP:Iteration 51Q (75184.430000 sec): 3 clusters
  Score: Raw -3433003.562478 + Penalty 4948.116210 = -3428055.446268
  nChanged 4
		SP:Iteration 52Q (75184.800000 sec): 3 clusters
  Score: Raw -3433005.109167 + Penalty 4948.116210 = -3428056.992957
  nChanged 2
		SP:Iteration 53Q (75185.020000 sec): 3 clusters
  Score: Raw -3433005.660028 + Penalty 4948.116210 = -3428057.543818
  nChanged 1
		SP:Iteration 54Q (75185.340000 sec): 3 clusters
  Score: Raw -3433006.045706 + Penalty 4948.116210 = -3428057.929496
  nChanged 0
		SP:Iteration 55F (75185.620000 sec): 3 clusters
  Score: Raw -3433006.045706 + Penalty 4948.116210 = -3428057.929496
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (2973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75185.700000 sec): 2 clusters
  Score: Raw -447832.934298 + Penalty 1983.337052 = -445849.597245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75185.840000 sec): 3 clusters
  Score: Raw -446613.134471 + Penalty 3966.674104 = -442646.460366
  nChanged 1025
		SP:Iteration 1F (75185.990000 sec): 3 clusters
  Score: Raw -447267.424555 + Penalty 3966.674104 = -443300.750451
  nChanged 208
		SP:Iteration 2F (75186.150000 sec): 3 clusters
  Score: Raw -447412.361524 + Penalty 3966.674104 = -443445.687420
  nChanged 140
		SP:Iteration 3Q (75186.270000 sec): 3 clusters
  Score: Raw -447514.500983 + Penalty 3966.674104 = -443547.826879
  nChanged 91
		SP:Iteration 4Q (75186.400000 sec): 3 clusters
  Score: Raw -447587.681487 + Penalty 3966.674104 = -443621.007383
  nChanged 74
		SP:Iteration 5Q (75186.560000 sec): 3 clusters
  Score: Raw -447642.483859 + Penalty 3966.674104 = -443675.809755
  nChanged 63
		SP:Iteration 6Q (75186.760000 sec): 3 clusters
  Score: Raw -447683.797108 + Penalty 3966.674104 = -443717.123004
  nChanged 63
		SP:Iteration 7Q (75186.900000 sec): 3 clusters
  Score: Raw -447732.610218 + Penalty 3966.674104 = -443765.936114
  nChanged 50
		SP:Iteration 8Q (75187.020000 sec): 3 clusters
  Score: Raw -447765.878306 + Penalty 3966.674104 = -443799.204202
  nChanged 43
		SP:Iteration 9Q (75187.170000 sec): 3 clusters
  Score: Raw -447789.963479 + Penalty 3966.674104 = -443823.289375
  nChanged 40
		SP:Iteration 10Q (75187.370000 sec): 3 clusters
  Score: Raw -447813.236947 + Penalty 3966.674104 = -443846.562843
  nChanged 38
		SP:Iteration 11Q (75187.540000 sec): 3 clusters
  Score: Raw -447833.136901 + Penalty 3966.674104 = -443866.462796
  nChanged 32
		SP:Iteration 12Q (75187.690000 sec): 3 clusters
  Score: Raw -447849.730512 + Penalty 3966.674104 = -443883.056407
  nChanged 31
		SP:Iteration 13Q (75187.870000 sec): 3 clusters
  Score: Raw -447867.464040 + Penalty 3966.674104 = -443900.789936
  nChanged 33
		SP:Iteration 14Q (75188.040000 sec): 3 clusters
  Score: Raw -447882.328318 + Penalty 3966.674104 = -443915.654214
  nChanged 27
		SP:Iteration 15Q (75188.200000 sec): 3 clusters
  Score: Raw -447897.842797 + Penalty 3966.674104 = -443931.168693
  nChanged 25
		SP:Iteration 16Q (75188.370000 sec): 3 clusters
  Score: Raw -447910.033345 + Penalty 3966.674104 = -443943.359240
  nChanged 25
		SP:Iteration 17Q (75188.560000 sec): 3 clusters
  Score: Raw -447923.879743 + Penalty 3966.674104 = -443957.205639
  nChanged 22
		SP:Iteration 18Q (75188.730000 sec): 3 clusters
  Score: Raw -447935.787328 + Penalty 3966.674104 = -443969.113224
  nChanged 22
		SP:Iteration 19Q (75188.880000 sec): 3 clusters
  Score: Raw -447949.584615 + Penalty 3966.674104 = -443982.910510
  nChanged 20
		SP:Iteration 20F (75189.050000 sec): 3 clusters
  Score: Raw -447959.544675 + Penalty 3966.674104 = -443992.870571
  nChanged 17
		SP:Iteration 21Q (75189.150000 sec): 3 clusters
  Score: Raw -447968.316980 + Penalty 3966.674104 = -444001.642876
  nChanged 15
		SP:Iteration 22Q (75189.350000 sec): 3 clusters
  Score: Raw -447975.762093 + Penalty 3966.674104 = -444009.087989
  nChanged 15
		SP:Iteration 23Q (75189.500000 sec): 3 clusters
  Score: Raw -447983.792199 + Penalty 3966.674104 = -444017.118095
  nChanged 17
		SP:Iteration 24Q (75189.670000 sec): 3 clusters
  Score: Raw -447992.451748 + Penalty 3966.674104 = -444025.777644
  nChanged 11
		SP:Iteration 25Q (75189.820000 sec): 3 clusters
  Score: Raw -447995.955663 + Penalty 3966.674104 = -444029.281559
  nChanged 6
		SP:Iteration 26Q (75189.980000 sec): 3 clusters
  Score: Raw -447999.088325 + Penalty 3966.674104 = -444032.414220
  nChanged 5
		SP:Iteration 27Q (75190.120000 sec): 3 clusters
  Score: Raw -448001.638337 + Penalty 3966.674104 = -444034.964232
  nChanged 0
		SP:Iteration 28F (75190.310000 sec): 3 clusters
  Score: Raw -448001.638337 + Penalty 3966.674104 = -444034.964232
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (231998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75191.630000 sec): 2 clusters
  Score: Raw -37085956.143013 + Penalty 3063.912039 = -37082892.230974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75193.580000 sec): 3 clusters
  Score: Raw -36933062.694331 + Penalty 6127.824079 = -36926934.870252
  nChanged 111922
		SP:Iteration 1F (75195.240000 sec): 3 clusters
  Score: Raw -36998794.606337 + Penalty 6127.824079 = -36992666.782258
  nChanged 6098
		SP:Iteration 2Q (75197.210000 sec): 3 clusters
  Score: Raw -37000113.895934 + Penalty 6127.824079 = -36993986.071855
  nChanged 6837
		SP:Iteration 3Q (75199.290000 sec): 3 clusters
  Score: Raw -37001934.894485 + Penalty 6127.824079 = -36995807.070407
  nChanged 8073
		SP:Iteration 4Q (75201.280000 sec): 3 clusters
  Score: Raw -37004770.644968 + Penalty 6127.824079 = -36998642.820889
  nChanged 10150
		SP:Iteration 5Q (75203.220000 sec): 3 clusters
  Score: Raw -37009439.538667 + Penalty 6127.824079 = -37003311.714588
  nChanged 13142
		SP:Iteration 6F (75205.110000 sec): 3 clusters
  Score: Raw -37017453.114647 + Penalty 6127.824079 = -37011325.290568
  nChanged 16823
		SP:Iteration 7F (75206.850000 sec): 3 clusters
  Score: Raw -37030248.724318 + Penalty 6127.824079 = -37024120.900240
  nChanged 18876
		SP:Iteration 8F (75208.670000 sec): 3 clusters
  Score: Raw -37046773.786757 + Penalty 6127.824079 = -37040645.962678
  nChanged 17453
		SP:Iteration 9F (75210.520000 sec): 3 clusters
  Score: Raw -37062677.320199 + Penalty 6127.824079 = -37056549.496120
  nChanged 12712
		SP:Iteration 10F (75212.400000 sec): 3 clusters
  Score: Raw -37074028.972618 + Penalty 6127.824079 = -37067901.148539
  nChanged 7560
		SP:Iteration 11Q (75214.340000 sec): 3 clusters
  Score: Raw -37080398.917130 + Penalty 6127.824079 = -37074271.093051
  nChanged 4014
		SP:Iteration 12Q (75216.130000 sec): 3 clusters
  Score: Raw -37083587.803873 + Penalty 6127.824079 = -37077459.979794
  nChanged 1907
		SP:Iteration 13Q (75217.790000 sec): 3 clusters
  Score: Raw -37084985.013905 + Penalty 6127.824079 = -37078857.189826
  nChanged 886
		SP:Iteration 14Q (75219.660000 sec): 3 clusters
  Score: Raw -37085625.750723 + Penalty 6127.824079 = -37079497.926644
  nChanged 489
		SP:Iteration 15Q (75221.410000 sec): 3 clusters
  Score: Raw -37086003.559987 + Penalty 6127.824079 = -37079875.735908
  nChanged 308
		SP:Iteration 16Q (75223.220000 sec): 3 clusters
  Score: Raw -37086212.818438 + Penalty 6127.824079 = -37080084.994359
  nChanged 191
		SP:Iteration 17Q (75224.980000 sec): 3 clusters
  Score: Raw -37086336.511789 + Penalty 6127.824079 = -37080208.687710
  nChanged 118
		SP:Iteration 18Q (75226.790000 sec): 3 clusters
  Score: Raw -37086407.247037 + Penalty 6127.824079 = -37080279.422958
  nChanged 89
		SP:Iteration 19Q (75228.490000 sec): 3 clusters
  Score: Raw -37086452.887991 + Penalty 6127.824079 = -37080325.063913
  nChanged 58
		SP:Iteration 20F (75230.330000 sec): 3 clusters
  Score: Raw -37086477.831263 + Penalty 6127.824079 = -37080350.007184
  nChanged 32
		SP:Iteration 21Q (75232.170000 sec): 3 clusters
  Score: Raw -37086494.859847 + Penalty 6127.824079 = -37080367.035768
  nChanged 33
		SP:Iteration 22Q (75234.020000 sec): 3 clusters
  Score: Raw -37086513.030497 + Penalty 6127.824079 = -37080385.206418
  nChanged 26
		SP:Iteration 23Q (75235.780000 sec): 3 clusters
  Score: Raw -37086528.068696 + Penalty 6127.824079 = -37080400.244617
  nChanged 22
		SP:Iteration 24Q (75237.730000 sec): 3 clusters
  Score: Raw -37086537.632255 + Penalty 6127.824079 = -37080409.808176
  nChanged 14
		SP:Iteration 25Q (75239.460000 sec): 3 clusters
  Score: Raw -37086542.049654 + Penalty 6127.824079 = -37080414.225575
  nChanged 5
		SP:Iteration 26Q (75241.230000 sec): 3 clusters
  Score: Raw -37086543.874586 + Penalty 6127.824079 = -37080416.050508
  nChanged 1
		SP:Iteration 27Q (75242.940000 sec): 3 clusters
  Score: Raw -37086544.085176 + Penalty 6127.824079 = -37080416.261098
  nChanged 0
		SP:Iteration 28F (75244.720000 sec): 3 clusters
  Score: Raw -37086544.085176 + Penalty 6127.824079 = -37080416.261098
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (9899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75244.910000 sec): 2 clusters
  Score: Raw -1516169.115479 + Penalty 2281.646877 = -1513887.468601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75245.060000 sec): 3 clusters
  Score: Raw -1510944.335162 + Penalty 4563.293754 = -1506381.041407
  nChanged 4090
		SP:Iteration 1F (75245.260000 sec): 3 clusters
  Score: Raw -1513434.322711 + Penalty 4563.293754 = -1508871.028957
  nChanged 809
		SP:Iteration 2F (75245.470000 sec): 3 clusters
  Score: Raw -1514038.165240 + Penalty 4563.293754 = -1509474.871486
  nChanged 715
		SP:Iteration 3F (75245.640000 sec): 3 clusters
  Score: Raw -1514555.144384 + Penalty 4563.293754 = -1509991.850630
  nChanged 604
		SP:Iteration 4F (75245.850000 sec): 3 clusters
  Score: Raw -1514976.033684 + Penalty 4563.293754 = -1510412.739930
  nChanged 508
		SP:Iteration 5F (75246.070000 sec): 3 clusters
  Score: Raw -1515344.544326 + Penalty 4563.293754 = -1510781.250572
  nChanged 449
		SP:Iteration 6Q (75246.230000 sec): 3 clusters
  Score: Raw -1515654.836288 + Penalty 4563.293754 = -1511091.542533
  nChanged 408
		SP:Iteration 7Q (75246.450000 sec): 3 clusters
  Score: Raw -1515969.806431 + Penalty 4563.293754 = -1511406.512677
  nChanged 396
		SP:Iteration 8Q (75246.700000 sec): 3 clusters
  Score: Raw -1516295.934414 + Penalty 4563.293754 = -1511732.640660
  nChanged 381
		SP:Iteration 9Q (75246.880000 sec): 3 clusters
  Score: Raw -1516598.437998 + Penalty 4563.293754 = -1512035.144243
  nChanged 333
		SP:Iteration 10Q (75247.040000 sec): 3 clusters
  Score: Raw -1516840.382614 + Penalty 4563.293754 = -1512277.088860
  nChanged 222
		SP:Iteration 11Q (75247.250000 sec): 3 clusters
  Score: Raw -1516960.464523 + Penalty 4563.293754 = -1512397.170769
  nChanged 132
		SP:Iteration 12Q (75247.440000 sec): 3 clusters
  Score: Raw -1517010.692209 + Penalty 4563.293754 = -1512447.398454
  nChanged 105
		SP:Iteration 13Q (75247.640000 sec): 3 clusters
  Score: Raw -1517049.877073 + Penalty 4563.293754 = -1512486.583318
  nChanged 82
		SP:Iteration 14Q (75247.830000 sec): 3 clusters
  Score: Raw -1517081.809504 + Penalty 4563.293754 = -1512518.515750
  nChanged 72
		SP:Iteration 15Q (75248.030000 sec): 3 clusters
  Score: Raw -1517107.009479 + Penalty 4563.293754 = -1512543.715725
  nChanged 62
		SP:Iteration 16Q (75248.190000 sec): 3 clusters
  Score: Raw -1517129.499929 + Penalty 4563.293754 = -1512566.206175
  nChanged 63
		SP:Iteration 17Q (75248.410000 sec): 3 clusters
  Score: Raw -1517147.664418 + Penalty 4563.293754 = -1512584.370664
  nChanged 46
		SP:Iteration 18Q (75248.630000 sec): 3 clusters
  Score: Raw -1517162.301477 + Penalty 4563.293754 = -1512599.007723
  nChanged 34
		SP:Iteration 19Q (75248.840000 sec): 3 clusters
  Score: Raw -1517171.230081 + Penalty 4563.293754 = -1512607.936326
  nChanged 30
		SP:Iteration 20F (75249.050000 sec): 3 clusters
  Score: Raw -1517179.241083 + Penalty 4563.293754 = -1512615.947328
  nChanged 27
		SP:Iteration 21Q (75249.260000 sec): 3 clusters
  Score: Raw -1517186.114527 + Penalty 4563.293754 = -1512622.820772
  nChanged 27
		SP:Iteration 22Q (75249.500000 sec): 3 clusters
  Score: Raw -1517191.995290 + Penalty 4563.293754 = -1512628.701536
  nChanged 22
		SP:Iteration 23Q (75249.720000 sec): 3 clusters
  Score: Raw -1517197.187803 + Penalty 4563.293754 = -1512633.894048
  nChanged 21
		SP:Iteration 24Q (75249.920000 sec): 3 clusters
  Score: Raw -1517201.028664 + Penalty 4563.293754 = -1512637.734910
  nChanged 14
		SP:Iteration 25Q (75250.140000 sec): 3 clusters
  Score: Raw -1517204.439734 + Penalty 4563.293754 = -1512641.145979
  nChanged 7
		SP:Iteration 26Q (75250.350000 sec): 3 clusters
  Score: Raw -1517205.571058 + Penalty 4563.293754 = -1512642.277303
  nChanged 5
		SP:Iteration 27Q (75250.510000 sec): 3 clusters
  Score: Raw -1517206.247864 + Penalty 4563.293754 = -1512642.954110
  nChanged 7
		SP:Iteration 28Q (75250.700000 sec): 3 clusters
  Score: Raw -1517207.336531 + Penalty 4563.293754 = -1512644.042777
  nChanged 7
		SP:Iteration 29Q (75250.930000 sec): 3 clusters
  Score: Raw -1517208.207529 + Penalty 4563.293754 = -1512644.913774
  nChanged 9
		SP:Iteration 30Q (75251.130000 sec): 3 clusters
  Score: Raw -1517209.535854 + Penalty 4563.293754 = -1512646.242100
  nChanged 6
		SP:Iteration 31Q (75251.330000 sec): 3 clusters
  Score: Raw -1517210.350597 + Penalty 4563.293754 = -1512647.056843
  nChanged 6
		SP:Iteration 32Q (75251.510000 sec): 3 clusters
  Score: Raw -1517211.483299 + Penalty 4563.293754 = -1512648.189545
  nChanged 4
		SP:Iteration 33Q (75251.710000 sec): 3 clusters
  Score: Raw -1517212.161652 + Penalty 4563.293754 = -1512648.867898
  nChanged 8
		SP:Iteration 34Q (75251.870000 sec): 3 clusters
  Score: Raw -1517213.357880 + Penalty 4563.293754 = -1512650.064125
  nChanged 4
		SP:Iteration 35Q (75252.070000 sec): 3 clusters
  Score: Raw -1517214.034786 + Penalty 4563.293754 = -1512650.741032
  nChanged 6
		SP:Iteration 36Q (75252.250000 sec): 3 clusters
  Score: Raw -1517215.022502 + Penalty 4563.293754 = -1512651.728748
  nChanged 5
		SP:Iteration 37Q (75252.480000 sec): 3 clusters
  Score: Raw -1517215.495953 + Penalty 4563.293754 = -1512652.202199
  nChanged 4
		SP:Iteration 38Q (75252.710000 sec): 3 clusters
  Score: Raw -1517216.011798 + Penalty 4563.293754 = -1512652.718043
  nChanged 2
		SP:Iteration 39Q (75252.890000 sec): 3 clusters
  Score: Raw -1517216.533289 + Penalty 4563.293754 = -1512653.239535
  nChanged 6
		SP:Iteration 40F (75253.030000 sec): 3 clusters
  Score: Raw -1517217.195477 + Penalty 4563.293754 = -1512653.901723
  nChanged 4
		SP:Iteration 41Q (75253.260000 sec): 3 clusters
  Score: Raw -1517217.699813 + Penalty 4563.293754 = -1512654.406059
  nChanged 7
		SP:Iteration 42Q (75253.500000 sec): 3 clusters
  Score: Raw -1517218.592221 + Penalty 4563.293754 = -1512655.298467
  nChanged 8
		SP:Iteration 43Q (75253.680000 sec): 3 clusters
  Score: Raw -1517219.513376 + Penalty 4563.293754 = -1512656.219621
  nChanged 6
		SP:Iteration 44Q (75253.830000 sec): 3 clusters
  Score: Raw -1517220.594318 + Penalty 4563.293754 = -1512657.300564
  nChanged 9
		SP:Iteration 45Q (75254.030000 sec): 3 clusters
  Score: Raw -1517222.781931 + Penalty 4563.293754 = -1512659.488177
  nChanged 10
		SP:Iteration 46Q (75254.270000 sec): 3 clusters
  Score: Raw -1517225.163776 + Penalty 4563.293754 = -1512661.870022
  nChanged 10
		SP:Iteration 47Q (75254.430000 sec): 3 clusters
  Score: Raw -1517227.154834 + Penalty 4563.293754 = -1512663.861080
  nChanged 11
		SP:Iteration 48Q (75254.590000 sec): 3 clusters
  Score: Raw -1517229.001987 + Penalty 4563.293754 = -1512665.708233
  nChanged 8
		SP:Iteration 49Q (75254.810000 sec): 3 clusters
  Score: Raw -1517230.387790 + Penalty 4563.293754 = -1512667.094035
  nChanged 4
		SP:Iteration 50Q (75255.040000 sec): 3 clusters
  Score: Raw -1517231.304605 + Penalty 4563.293754 = -1512668.010850
  nChanged 5
		SP:Iteration 51Q (75255.290000 sec): 3 clusters
  Score: Raw -1517232.339678 + Penalty 4563.293754 = -1512669.045923
  nChanged 8
		SP:Iteration 52Q (75255.480000 sec): 3 clusters
  Score: Raw -1517234.007617 + Penalty 4563.293754 = -1512670.713862
  nChanged 5
		SP:Iteration 53Q (75255.660000 sec): 3 clusters
  Score: Raw -1517235.215703 + Penalty 4563.293754 = -1512671.921948
  nChanged 6
		SP:Iteration 54Q (75255.840000 sec): 3 clusters
  Score: Raw -1517236.103894 + Penalty 4563.293754 = -1512672.810140
  nChanged 6
		SP:Iteration 55Q (75256.090000 sec): 3 clusters
  Score: Raw -1517236.686452 + Penalty 4563.293754 = -1512673.392697
  nChanged 2
		SP:Iteration 56Q (75256.260000 sec): 3 clusters
  Score: Raw -1517236.975134 + Penalty 4563.293754 = -1512673.681379
  nChanged 1
		SP:Iteration 57Q (75256.450000 sec): 3 clusters
  Score: Raw -1517237.189914 + Penalty 4563.293754 = -1512673.896160
  nChanged 1
		SP:Iteration 58Q (75256.670000 sec): 3 clusters
  Score: Raw -1517237.304751 + Penalty 4563.293754 = -1512674.010997
  nChanged 1
		SP:Iteration 59Q (75256.850000 sec): 3 clusters
  Score: Raw -1517237.424585 + Penalty 4563.293754 = -1512674.130831
  nChanged 0
		SP:Iteration 60F (75257.090000 sec): 3 clusters
  Score: Raw -1517237.424585 + Penalty 4563.293754 = -1512674.130831
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (16954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75257.270000 sec): 2 clusters
  Score: Raw -2643750.598676 + Penalty 2415.088250 = -2641335.510426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75257.560000 sec): 3 clusters
  Score: Raw -2633929.285989 + Penalty 4830.176500 = -2629099.109489
  nChanged 7389
		SP:Iteration 1F (75257.830000 sec): 3 clusters
  Score: Raw -2638024.689784 + Penalty 4830.176500 = -2633194.513283
  nChanged 1196
		SP:Iteration 2F (75258.040000 sec): 3 clusters
  Score: Raw -2638672.739515 + Penalty 4830.176500 = -2633842.563015
  nChanged 1012
		SP:Iteration 3F (75258.300000 sec): 3 clusters
  Score: Raw -2639168.013083 + Penalty 4830.176500 = -2634337.836583
  nChanged 904
		SP:Iteration 4F (75258.520000 sec): 3 clusters
  Score: Raw -2639585.145880 + Penalty 4830.176500 = -2634754.969380
  nChanged 780
		SP:Iteration 5Q (75258.800000 sec): 3 clusters
  Score: Raw -2639921.308462 + Penalty 4830.176500 = -2635091.131961
  nChanged 711
		SP:Iteration 6Q (75259.070000 sec): 3 clusters
  Score: Raw -2640230.464780 + Penalty 4830.176500 = -2635400.288280
  nChanged 638
		SP:Iteration 7Q (75259.320000 sec): 3 clusters
  Score: Raw -2640487.613500 + Penalty 4830.176500 = -2635657.436999
  nChanged 535
		SP:Iteration 8Q (75259.580000 sec): 3 clusters
  Score: Raw -2640693.313771 + Penalty 4830.176500 = -2635863.137271
  nChanged 505
		SP:Iteration 9Q (75259.920000 sec): 3 clusters
  Score: Raw -2640880.754774 + Penalty 4830.176500 = -2636050.578273
  nChanged 484
		SP:Iteration 10Q (75260.190000 sec): 3 clusters
  Score: Raw -2641056.349185 + Penalty 4830.176500 = -2636226.172684
  nChanged 433
		SP:Iteration 11Q (75260.440000 sec): 3 clusters
  Score: Raw -2641212.871899 + Penalty 4830.176500 = -2636382.695399
  nChanged 408
		SP:Iteration 12Q (75260.720000 sec): 3 clusters
  Score: Raw -2641357.977693 + Penalty 4830.176500 = -2636527.801193
  nChanged 382
		SP:Iteration 13Q (75261.010000 sec): 3 clusters
  Score: Raw -2641496.682712 + Penalty 4830.176500 = -2636666.506212
  nChanged 377
		SP:Iteration 14Q (75261.310000 sec): 3 clusters
  Score: Raw -2641641.667809 + Penalty 4830.176500 = -2636811.491308
  nChanged 359
		SP:Iteration 15Q (75261.580000 sec): 3 clusters
  Score: Raw -2641787.818655 + Penalty 4830.176500 = -2636957.642155
  nChanged 358
		SP:Iteration 16Q (75261.850000 sec): 3 clusters
  Score: Raw -2641919.783867 + Penalty 4830.176500 = -2637089.607366
  nChanged 343
		SP:Iteration 17Q (75262.090000 sec): 3 clusters
  Score: Raw -2642046.232128 + Penalty 4830.176500 = -2637216.055627
  nChanged 302
		SP:Iteration 18Q (75262.330000 sec): 3 clusters
  Score: Raw -2642147.611995 + Penalty 4830.176500 = -2637317.435495
  nChanged 254
		SP:Iteration 19Q (75262.610000 sec): 3 clusters
  Score: Raw -2642231.047632 + Penalty 4830.176500 = -2637400.871131
  nChanged 246
		SP:Iteration 20F (75262.920000 sec): 3 clusters
  Score: Raw -2642302.280501 + Penalty 4830.176500 = -2637472.104001
  nChanged 216
		SP:Iteration 21Q (75263.210000 sec): 3 clusters
  Score: Raw -2642360.586412 + Penalty 4830.176500 = -2637530.409912
  nChanged 198
		SP:Iteration 22Q (75263.530000 sec): 3 clusters
  Score: Raw -2642416.534674 + Penalty 4830.176500 = -2637586.358174
  nChanged 193
		SP:Iteration 23Q (75263.800000 sec): 3 clusters
  Score: Raw -2642473.523712 + Penalty 4830.176500 = -2637643.347211
  nChanged 218
		SP:Iteration 24Q (75264.110000 sec): 3 clusters
  Score: Raw -2642544.643763 + Penalty 4830.176500 = -2637714.467263
  nChanged 234
		SP:Iteration 25Q (75264.350000 sec): 3 clusters
  Score: Raw -2642619.855747 + Penalty 4830.176500 = -2637789.679247
  nChanged 226
		SP:Iteration 26Q (75264.590000 sec): 3 clusters
  Score: Raw -2642690.192194 + Penalty 4830.176500 = -2637860.015693
  nChanged 224
		SP:Iteration 27Q (75264.900000 sec): 3 clusters
  Score: Raw -2642766.562885 + Penalty 4830.176500 = -2637936.386385
  nChanged 221
		SP:Iteration 28Q (75265.170000 sec): 3 clusters
  Score: Raw -2642848.771547 + Penalty 4830.176500 = -2638018.595047
  nChanged 242
		SP:Iteration 29Q (75265.470000 sec): 3 clusters
  Score: Raw -2642936.028169 + Penalty 4830.176500 = -2638105.851669
  nChanged 228
		SP:Iteration 30Q (75265.700000 sec): 3 clusters
  Score: Raw -2643020.429114 + Penalty 4830.176500 = -2638190.252614
  nChanged 211
		SP:Iteration 31Q (75266.000000 sec): 3 clusters
  Score: Raw -2643106.980941 + Penalty 4830.176500 = -2638276.804440
  nChanged 218
		SP:Iteration 32Q (75266.290000 sec): 3 clusters
  Score: Raw -2643199.871379 + Penalty 4830.176500 = -2638369.694878
  nChanged 207
		SP:Iteration 33Q (75266.570000 sec): 3 clusters
  Score: Raw -2643293.577340 + Penalty 4830.176500 = -2638463.400839
  nChanged 203
		SP:Iteration 34Q (75266.870000 sec): 3 clusters
  Score: Raw -2643389.300351 + Penalty 4830.176500 = -2638559.123851
  nChanged 195
		SP:Iteration 35Q (75267.160000 sec): 3 clusters
  Score: Raw -2643477.074315 + Penalty 4830.176500 = -2638646.897815
  nChanged 161
		SP:Iteration 36Q (75267.410000 sec): 3 clusters
  Score: Raw -2643548.124820 + Penalty 4830.176500 = -2638717.948320
  nChanged 149
		SP:Iteration 37Q (75267.690000 sec): 3 clusters
  Score: Raw -2643615.671248 + Penalty 4830.176500 = -2638785.494748
  nChanged 133
		SP:Iteration 38Q (75267.960000 sec): 3 clusters
  Score: Raw -2643671.651453 + Penalty 4830.176500 = -2638841.474952
  nChanged 121
		SP:Iteration 39Q (75268.260000 sec): 3 clusters
  Score: Raw -2643726.201505 + Penalty 4830.176500 = -2638896.025005
  nChanged 103
		SP:Iteration 40F (75268.550000 sec): 3 clusters
  Score: Raw -2643772.859964 + Penalty 4830.176500 = -2638942.683464
  nChanged 100
		SP:Iteration 41Q (75268.830000 sec): 3 clusters
  Score: Raw -2643817.007600 + Penalty 4830.176500 = -2638986.831099
  nChanged 93
		SP:Iteration 42Q (75269.050000 sec): 3 clusters
  Score: Raw -2643855.720988 + Penalty 4830.176500 = -2639025.544487
  nChanged 80
		SP:Iteration 43Q (75269.350000 sec): 3 clusters
  Score: Raw -2643896.059745 + Penalty 4830.176500 = -2639065.883245
  nChanged 87
		SP:Iteration 44Q (75269.600000 sec): 3 clusters
  Score: Raw -2643938.668062 + Penalty 4830.176500 = -2639108.491561
  nChanged 71
		SP:Iteration 45Q (75269.880000 sec): 3 clusters
  Score: Raw -2643968.962681 + Penalty 4830.176500 = -2639138.786181
  nChanged 58
		SP:Iteration 46Q (75270.140000 sec): 3 clusters
  Score: Raw -2643998.580972 + Penalty 4830.176500 = -2639168.404471
  nChanged 46
		SP:Iteration 47Q (75270.390000 sec): 3 clusters
  Score: Raw -2644019.885101 + Penalty 4830.176500 = -2639189.708601
  nChanged 33
		SP:Iteration 48Q (75270.630000 sec): 3 clusters
  Score: Raw -2644034.428992 + Penalty 4830.176500 = -2639204.252492
  nChanged 30
		SP:Iteration 49Q (75270.870000 sec): 3 clusters
  Score: Raw -2644048.843843 + Penalty 4830.176500 = -2639218.667342
  nChanged 24
		SP:Iteration 50Q (75271.150000 sec): 3 clusters
  Score: Raw -2644059.631794 + Penalty 4830.176500 = -2639229.455294
  nChanged 26
		SP:Iteration 51Q (75271.410000 sec): 3 clusters
  Score: Raw -2644070.104321 + Penalty 4830.176500 = -2639239.927820
  nChanged 19
		SP:Iteration 52Q (75271.630000 sec): 3 clusters
  Score: Raw -2644076.562823 + Penalty 4830.176500 = -2639246.386322
  nChanged 16
		SP:Iteration 53Q (75271.880000 sec): 3 clusters
  Score: Raw -2644083.772538 + Penalty 4830.176500 = -2639253.596038
  nChanged 18
		SP:Iteration 54Q (75272.080000 sec): 3 clusters
  Score: Raw -2644093.161629 + Penalty 4830.176500 = -2639262.985128
  nChanged 19
		SP:Iteration 55Q (75272.360000 sec): 3 clusters
  Score: Raw -2644100.914452 + Penalty 4830.176500 = -2639270.737952
  nChanged 19
		SP:Iteration 56Q (75272.600000 sec): 3 clusters
  Score: Raw -2644110.403596 + Penalty 4830.176500 = -2639280.227096
  nChanged 14
		SP:Iteration 57Q (75272.890000 sec): 3 clusters
  Score: Raw -2644116.262837 + Penalty 4830.176500 = -2639286.086337
  nChanged 7
		SP:Iteration 58Q (75273.040000 sec): 3 clusters
  Score: Raw -2644119.478100 + Penalty 4830.176500 = -2639289.301600
  nChanged 15
		SP:Iteration 59Q (75273.320000 sec): 3 clusters
  Score: Raw -2644128.534043 + Penalty 4830.176500 = -2639298.357543
  nChanged 15
		SP:Iteration 60F (75273.550000 sec): 3 clusters
  Score: Raw -2644137.794963 + Penalty 4830.176500 = -2639307.618463
  nChanged 13
		SP:Iteration 61Q (75273.780000 sec): 3 clusters
  Score: Raw -2644143.047806 + Penalty 4830.176500 = -2639312.871306
  nChanged 6
		SP:Iteration 62Q (75274.020000 sec): 3 clusters
  Score: Raw -2644146.280439 + Penalty 4830.176500 = -2639316.103938
  nChanged 5
		SP:Iteration 63Q (75274.290000 sec): 3 clusters
  Score: Raw -2644147.724064 + Penalty 4830.176500 = -2639317.547564
  nChanged 6
		SP:Iteration 64Q (75274.500000 sec): 3 clusters
  Score: Raw -2644150.625978 + Penalty 4830.176500 = -2639320.449478
  nChanged 3
		SP:Iteration 65Q (75274.730000 sec): 3 clusters
  Score: Raw -2644151.671019 + Penalty 4830.176500 = -2639321.494519
  nChanged 4
		SP:Iteration 66Q (75274.940000 sec): 3 clusters
  Score: Raw -2644153.866102 + Penalty 4830.176500 = -2639323.689601
  nChanged 5
		SP:Iteration 67Q (75275.150000 sec): 3 clusters
  Score: Raw -2644156.709707 + Penalty 4830.176500 = -2639326.533207
  nChanged 2
		SP:Iteration 68Q (75275.380000 sec): 3 clusters
  Score: Raw -2644157.271902 + Penalty 4830.176500 = -2639327.095401
  nChanged 0
		SP:Iteration 69F (75275.660000 sec): 3 clusters
  Score: Raw -2644157.271902 + Penalty 4830.176500 = -2639327.095401
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (3962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75275.730000 sec): 2 clusters
  Score: Raw -619058.112164 + Penalty 2054.557048 = -617003.555115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75275.980000 sec): 3 clusters
  Score: Raw -617261.574787 + Penalty 4109.114097 = -613152.460691
  nChanged 1443
		SP:Iteration 1F (75276.140000 sec): 3 clusters
  Score: Raw -618132.488501 + Penalty 4109.114097 = -614023.374404
  nChanged 322
		SP:Iteration 2F (75276.280000 sec): 3 clusters
  Score: Raw -618361.135777 + Penalty 4109.114097 = -614252.021680
  nChanged 238
		SP:Iteration 3F (75276.420000 sec): 3 clusters
  Score: Raw -618520.480395 + Penalty 4109.114097 = -614411.366298
  nChanged 177
		SP:Iteration 4Q (75276.620000 sec): 3 clusters
  Score: Raw -618671.367294 + Penalty 4109.114097 = -614562.253197
  nChanged 159
		SP:Iteration 5Q (75276.750000 sec): 3 clusters
  Score: Raw -618805.586246 + Penalty 4109.114097 = -614696.472150
  nChanged 133
		SP:Iteration 6Q (75276.890000 sec): 3 clusters
  Score: Raw -618913.312260 + Penalty 4109.114097 = -614804.198163
  nChanged 133
		SP:Iteration 7Q (75277.040000 sec): 3 clusters
  Score: Raw -619036.509396 + Penalty 4109.114097 = -614927.395299
  nChanged 158
		SP:Iteration 8Q (75277.210000 sec): 3 clusters
  Score: Raw -619165.329700 + Penalty 4109.114097 = -615056.215603
  nChanged 152
		SP:Iteration 9Q (75277.370000 sec): 3 clusters
  Score: Raw -619281.695323 + Penalty 4109.114097 = -615172.581226
  nChanged 129
		SP:Iteration 10Q (75277.530000 sec): 3 clusters
  Score: Raw -619373.398939 + Penalty 4109.114097 = -615264.284842
  nChanged 114
		SP:Iteration 11Q (75277.730000 sec): 3 clusters
  Score: Raw -619465.785152 + Penalty 4109.114097 = -615356.671055
  nChanged 105
		SP:Iteration 12Q (75277.920000 sec): 3 clusters
  Score: Raw -619563.741256 + Penalty 4109.114097 = -615454.627159
  nChanged 105
		SP:Iteration 13Q (75278.060000 sec): 3 clusters
  Score: Raw -619646.036808 + Penalty 4109.114097 = -615536.922711
  nChanged 91
		SP:Iteration 14Q (75278.200000 sec): 3 clusters
  Score: Raw -619705.913191 + Penalty 4109.114097 = -615596.799095
  nChanged 66
		SP:Iteration 15Q (75278.370000 sec): 3 clusters
  Score: Raw -619740.880901 + Penalty 4109.114097 = -615631.766804
  nChanged 37
		SP:Iteration 16Q (75278.490000 sec): 3 clusters
  Score: Raw -619759.521812 + Penalty 4109.114097 = -615650.407716
  nChanged 25
		SP:Iteration 17Q (75278.650000 sec): 3 clusters
  Score: Raw -619772.213883 + Penalty 4109.114097 = -615663.099786
  nChanged 18
		SP:Iteration 18Q (75278.750000 sec): 3 clusters
  Score: Raw -619783.473001 + Penalty 4109.114097 = -615674.358904
  nChanged 21
		SP:Iteration 19Q (75278.890000 sec): 3 clusters
  Score: Raw -619801.372300 + Penalty 4109.114097 = -615692.258203
  nChanged 24
		SP:Iteration 20F (75278.990000 sec): 3 clusters
  Score: Raw -619813.445407 + Penalty 4109.114097 = -615704.331310
  nChanged 16
		SP:Iteration 21Q (75279.210000 sec): 3 clusters
  Score: Raw -619820.552336 + Penalty 4109.114097 = -615711.438239
  nChanged 11
		SP:Iteration 22Q (75279.380000 sec): 3 clusters
  Score: Raw -619825.826003 + Penalty 4109.114097 = -615716.711906
  nChanged 11
		SP:Iteration 23Q (75279.530000 sec): 3 clusters
  Score: Raw -619831.439127 + Penalty 4109.114097 = -615722.325030
  nChanged 14
		SP:Iteration 24Q (75279.660000 sec): 3 clusters
  Score: Raw -619843.540777 + Penalty 4109.114097 = -615734.426680
  nChanged 13
		SP:Iteration 25Q (75279.830000 sec): 3 clusters
  Score: Raw -619849.900673 + Penalty 4109.114097 = -615740.786577
  nChanged 10
		SP:Iteration 26Q (75280.000000 sec): 3 clusters
  Score: Raw -619854.395759 + Penalty 4109.114097 = -615745.281662
  nChanged 5
		SP:Iteration 27Q (75280.190000 sec): 3 clusters
  Score: Raw -619855.548186 + Penalty 4109.114097 = -615746.434090
  nChanged 5
		SP:Iteration 28Q (75280.310000 sec): 3 clusters
  Score: Raw -619857.402180 + Penalty 4109.114097 = -615748.288083
  nChanged 6
		SP:Iteration 29Q (75280.490000 sec): 3 clusters
  Score: Raw -619861.002407 + Penalty 4109.114097 = -615751.888310
  nChanged 4
		SP:Iteration 30Q (75280.640000 sec): 3 clusters
  Score: Raw -619863.062573 + Penalty 4109.114097 = -615753.948476
  nChanged 2
		SP:Iteration 31Q (75280.810000 sec): 3 clusters
  Score: Raw -619863.558278 + Penalty 4109.114097 = -615754.444182
  nChanged 2
		SP:Iteration 32Q (75280.970000 sec): 3 clusters
  Score: Raw -619864.280654 + Penalty 4109.114097 = -615755.166557
  nChanged 3
		SP:Iteration 33Q (75281.090000 sec): 3 clusters
  Score: Raw -619866.271037 + Penalty 4109.114097 = -615757.156940
  nChanged 6
		SP:Iteration 34Q (75281.320000 sec): 3 clusters
  Score: Raw -619867.876347 + Penalty 4109.114097 = -615758.762251
  nChanged 2
		SP:Iteration 35Q (75281.440000 sec): 3 clusters
  Score: Raw -619868.894876 + Penalty 4109.114097 = -615759.780780
  nChanged 3
		SP:Iteration 36Q (75281.550000 sec): 3 clusters
  Score: Raw -619870.568360 + Penalty 4109.114097 = -615761.454263
  nChanged 5
		SP:Iteration 37Q (75281.710000 sec): 3 clusters
  Score: Raw -619872.105193 + Penalty 4109.114097 = -615762.991096
  nChanged 3
		SP:Iteration 38Q (75281.880000 sec): 3 clusters
  Score: Raw -619873.182429 + Penalty 4109.114097 = -615764.068332
  nChanged 4
		SP:Iteration 39Q (75282.030000 sec): 3 clusters
  Score: Raw -619874.355017 + Penalty 4109.114097 = -615765.240920
  nChanged 2
		SP:Iteration 40F (75282.170000 sec): 3 clusters
  Score: Raw -619874.828017 + Penalty 4109.114097 = -615765.713921
  nChanged 3
		SP:Iteration 41Q (75282.320000 sec): 3 clusters
  Score: Raw -619875.588166 + Penalty 4109.114097 = -615766.474069
  nChanged 1
		SP:Iteration 42Q (75282.440000 sec): 3 clusters
  Score: Raw -619875.897199 + Penalty 4109.114097 = -615766.783102
  nChanged 1
		SP:Iteration 43Q (75282.610000 sec): 3 clusters
  Score: Raw -619876.247576 + Penalty 4109.114097 = -615767.133480
  nChanged 0
		SP:Iteration 44F (75282.820000 sec): 3 clusters
  Score: Raw -619876.247576 + Penalty 4109.114097 = -615767.133480
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (5202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75282.900000 sec): 2 clusters
  Score: Raw -743627.418872 + Penalty 2122.086015 = -741505.332858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75283.060000 sec): 3 clusters
  Score: Raw -741137.803539 + Penalty 4244.172029 = -736893.631510
  nChanged 1974
		SP:Iteration 1F (75283.240000 sec): 3 clusters
  Score: Raw -742341.288341 + Penalty 4244.172029 = -738097.116312
  nChanged 431
		SP:Iteration 2F (75283.450000 sec): 3 clusters
  Score: Raw -742666.753417 + Penalty 4244.172029 = -738422.581387
  nChanged 319
		SP:Iteration 3F (75283.580000 sec): 3 clusters
  Score: Raw -742910.447522 + Penalty 4244.172029 = -738666.275493
  nChanged 278
		SP:Iteration 4F (75283.720000 sec): 3 clusters
  Score: Raw -743124.292840 + Penalty 4244.172029 = -738880.120811
  nChanged 245
		SP:Iteration 5Q (75283.860000 sec): 3 clusters
  Score: Raw -743303.252746 + Penalty 4244.172029 = -739059.080716
  nChanged 200
		SP:Iteration 6Q (75284.080000 sec): 3 clusters
  Score: Raw -743447.331492 + Penalty 4244.172029 = -739203.159462
  nChanged 161
		SP:Iteration 7Q (75284.230000 sec): 3 clusters
  Score: Raw -743558.032227 + Penalty 4244.172029 = -739313.860198
  nChanged 163
		SP:Iteration 8Q (75284.390000 sec): 3 clusters
  Score: Raw -743671.904844 + Penalty 4244.172029 = -739427.732814
  nChanged 153
		SP:Iteration 9Q (75284.620000 sec): 3 clusters
  Score: Raw -743789.780895 + Penalty 4244.172029 = -739545.608866
  nChanged 136
		SP:Iteration 10Q (75284.730000 sec): 3 clusters
  Score: Raw -743881.270980 + Penalty 4244.172029 = -739637.098951
  nChanged 103
		SP:Iteration 11Q (75284.890000 sec): 3 clusters
  Score: Raw -743949.205410 + Penalty 4244.172029 = -739705.033380
  nChanged 90
		SP:Iteration 12Q (75285.080000 sec): 3 clusters
  Score: Raw -744015.364897 + Penalty 4244.172029 = -739771.192868
  nChanged 85
		SP:Iteration 13Q (75285.260000 sec): 3 clusters
  Score: Raw -744067.967265 + Penalty 4244.172029 = -739823.795236
  nChanged 60
		SP:Iteration 14Q (75285.450000 sec): 3 clusters
  Score: Raw -744104.394952 + Penalty 4244.172029 = -739860.222923
  nChanged 44
		SP:Iteration 15Q (75285.560000 sec): 3 clusters
  Score: Raw -744132.137931 + Penalty 4244.172029 = -739887.965902
  nChanged 42
		SP:Iteration 16Q (75285.720000 sec): 3 clusters
  Score: Raw -744160.347047 + Penalty 4244.172029 = -739916.175018
  nChanged 40
		SP:Iteration 17Q (75285.940000 sec): 3 clusters
  Score: Raw -744190.307518 + Penalty 4244.172029 = -739946.135489
  nChanged 34
		SP:Iteration 18Q (75286.090000 sec): 3 clusters
  Score: Raw -744207.760012 + Penalty 4244.172029 = -739963.587983
  nChanged 18
		SP:Iteration 19Q (75286.250000 sec): 3 clusters
  Score: Raw -744214.672973 + Penalty 4244.172029 = -739970.500943
  nChanged 15
		SP:Iteration 20F (75286.390000 sec): 3 clusters
  Score: Raw -744219.897015 + Penalty 4244.172029 = -739975.724986
  nChanged 12
		SP:Iteration 21Q (75286.590000 sec): 3 clusters
  Score: Raw -744225.922269 + Penalty 4244.172029 = -739981.750240
  nChanged 11
		SP:Iteration 22Q (75286.700000 sec): 3 clusters
  Score: Raw -744229.874366 + Penalty 4244.172029 = -739985.702337
  nChanged 10
		SP:Iteration 23Q (75286.890000 sec): 3 clusters
  Score: Raw -744234.672290 + Penalty 4244.172029 = -739990.500261
  nChanged 10
		SP:Iteration 24Q (75286.990000 sec): 3 clusters
  Score: Raw -744238.792324 + Penalty 4244.172029 = -739994.620295
  nChanged 12
		SP:Iteration 25Q (75287.200000 sec): 3 clusters
  Score: Raw -744242.833976 + Penalty 4244.172029 = -739998.661947
  nChanged 8
		SP:Iteration 26Q (75287.330000 sec): 3 clusters
  Score: Raw -744245.512628 + Penalty 4244.172029 = -740001.340598
  nChanged 4
		SP:Iteration 27Q (75287.540000 sec): 3 clusters
  Score: Raw -744246.482703 + Penalty 4244.172029 = -740002.310674
  nChanged 0
		SP:Iteration 28F (75287.680000 sec): 3 clusters
  Score: Raw -744246.482703 + Penalty 4244.172029 = -740002.310674
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (24354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75287.870000 sec): 2 clusters
  Score: Raw -3809076.987691 + Penalty 2504.911944 = -3806572.075747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75288.210000 sec): 3 clusters
  Score: Raw -3794769.181676 + Penalty 5009.823887 = -3789759.357788
  nChanged 10850
		SP:Iteration 1F (75288.520000 sec): 3 clusters
  Score: Raw -3800625.906788 + Penalty 5009.823887 = -3795616.082901
  nChanged 1212
		SP:Iteration 2Q (75288.850000 sec): 3 clusters
  Score: Raw -3801010.906354 + Penalty 5009.823887 = -3796001.082467
  nChanged 1021
		SP:Iteration 3Q (75289.170000 sec): 3 clusters
  Score: Raw -3801339.591673 + Penalty 5009.823887 = -3796329.767786
  nChanged 932
		SP:Iteration 4Q (75289.510000 sec): 3 clusters
  Score: Raw -3801672.627453 + Penalty 5009.823887 = -3796662.803566
  nChanged 1017
		SP:Iteration 5Q (75289.810000 sec): 3 clusters
  Score: Raw -3802088.079864 + Penalty 5009.823887 = -3797078.255977
  nChanged 1123
		SP:Iteration 6Q (75290.160000 sec): 3 clusters
  Score: Raw -3802626.647076 + Penalty 5009.823887 = -3797616.823189
  nChanged 1367
		SP:Iteration 7F (75290.510000 sec): 3 clusters
  Score: Raw -3803472.755878 + Penalty 5009.823887 = -3798462.931990
  nChanged 1616
		SP:Iteration 8F (75290.860000 sec): 3 clusters
  Score: Raw -3804731.227085 + Penalty 5009.823887 = -3799721.403198
  nChanged 1731
		SP:Iteration 9F (75291.140000 sec): 3 clusters
  Score: Raw -3806218.212204 + Penalty 5009.823887 = -3801208.388316
  nChanged 1519
		SP:Iteration 10F (75291.480000 sec): 3 clusters
  Score: Raw -3807586.480354 + Penalty 5009.823887 = -3802576.656467
  nChanged 1121
		SP:Iteration 11Q (75291.770000 sec): 3 clusters
  Score: Raw -3808559.431714 + Penalty 5009.823887 = -3803549.607827
  nChanged 776
		SP:Iteration 12Q (75292.150000 sec): 3 clusters
  Score: Raw -3809148.361517 + Penalty 5009.823887 = -3804138.537630
  nChanged 395
		SP:Iteration 13Q (75292.560000 sec): 3 clusters
  Score: Raw -3809409.653585 + Penalty 5009.823887 = -3804399.829698
  nChanged 248
		SP:Iteration 14Q (75292.870000 sec): 3 clusters
  Score: Raw -3809552.743830 + Penalty 5009.823887 = -3804542.919942
  nChanged 149
		SP:Iteration 15Q (75293.210000 sec): 3 clusters
  Score: Raw -3809630.361773 + Penalty 5009.823887 = -3804620.537885
  nChanged 88
		SP:Iteration 16Q (75293.530000 sec): 3 clusters
  Score: Raw -3809672.858557 + Penalty 5009.823887 = -3804663.034669
  nChanged 61
		SP:Iteration 17Q (75293.830000 sec): 3 clusters
  Score: Raw -3809702.662664 + Penalty 5009.823887 = -3804692.838777
  nChanged 50
		SP:Iteration 18Q (75294.120000 sec): 3 clusters
  Score: Raw -3809726.934095 + Penalty 5009.823887 = -3804717.110208
  nChanged 43
		SP:Iteration 19Q (75294.400000 sec): 3 clusters
  Score: Raw -3809747.896008 + Penalty 5009.823887 = -3804738.072121
  nChanged 34
		SP:Iteration 20F (75294.690000 sec): 3 clusters
  Score: Raw -3809766.305829 + Penalty 5009.823887 = -3804756.481941
  nChanged 27
		SP:Iteration 21Q (75294.990000 sec): 3 clusters
  Score: Raw -3809778.331463 + Penalty 5009.823887 = -3804768.507576
  nChanged 17
		SP:Iteration 22Q (75295.310000 sec): 3 clusters
  Score: Raw -3809786.652705 + Penalty 5009.823887 = -3804776.828818
  nChanged 10
		SP:Iteration 23Q (75295.700000 sec): 3 clusters
  Score: Raw -3809791.219172 + Penalty 5009.823887 = -3804781.395285
  nChanged 12
		SP:Iteration 24Q (75296.100000 sec): 3 clusters
  Score: Raw -3809796.585906 + Penalty 5009.823887 = -3804786.762019
  nChanged 13
		SP:Iteration 25Q (75296.340000 sec): 3 clusters
  Score: Raw -3809803.961089 + Penalty 5009.823887 = -3804794.137201
  nChanged 12
		SP:Iteration 26Q (75296.710000 sec): 3 clusters
  Score: Raw -3809809.844003 + Penalty 5009.823887 = -3804800.020116
  nChanged 5
		SP:Iteration 27Q (75297.040000 sec): 3 clusters
  Score: Raw -3809812.727092 + Penalty 5009.823887 = -3804802.903204
  nChanged 7
		SP:Iteration 28Q (75297.300000 sec): 3 clusters
  Score: Raw -3809815.426874 + Penalty 5009.823887 = -3804805.602987
  nChanged 2
		SP:Iteration 29Q (75297.570000 sec): 3 clusters
  Score: Raw -3809816.387240 + Penalty 5009.823887 = -3804806.563353
  nChanged 1
		SP:Iteration 30Q (75297.880000 sec): 3 clusters
  Score: Raw -3809816.546203 + Penalty 5009.823887 = -3804806.722315
  nChanged 0
		SP:Iteration 31F (75298.210000 sec): 3 clusters
  Score: Raw -3809816.546203 + Penalty 5009.823887 = -3804806.722315
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (4294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75298.260000 sec): 2 clusters
  Score: Raw -673521.803175 + Penalty 2074.513547 = -671447.289629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75298.480000 sec): 3 clusters
  Score: Raw -671564.338673 + Penalty 4149.027093 = -667415.311580
  nChanged 1584
		SP:Iteration 1F (75298.600000 sec): 3 clusters
  Score: Raw -672523.420153 + Penalty 4149.027093 = -668374.393059
  nChanged 342
		SP:Iteration 2F (75298.780000 sec): 3 clusters
  Score: Raw -672773.276127 + Penalty 4149.027093 = -668624.249033
  nChanged 275
		SP:Iteration 3F (75298.950000 sec): 3 clusters
  Score: Raw -673017.114696 + Penalty 4149.027093 = -668868.087602
  nChanged 254
		SP:Iteration 4F (75299.110000 sec): 3 clusters
  Score: Raw -673316.942770 + Penalty 4149.027093 = -669167.915677
  nChanged 279
		SP:Iteration 5F (75299.270000 sec): 3 clusters
  Score: Raw -673660.339014 + Penalty 4149.027093 = -669511.311920
  nChanged 237
		SP:Iteration 6F (75299.440000 sec): 3 clusters
  Score: Raw -673941.373195 + Penalty 4149.027093 = -669792.346101
  nChanged 213
		SP:Iteration 7Q (75299.640000 sec): 3 clusters
  Score: Raw -674196.414680 + Penalty 4149.027093 = -670047.387586
  nChanged 185
		SP:Iteration 8Q (75299.790000 sec): 3 clusters
  Score: Raw -674369.400057 + Penalty 4149.027093 = -670220.372963
  nChanged 151
		SP:Iteration 9Q (75300.010000 sec): 3 clusters
  Score: Raw -674482.705477 + Penalty 4149.027093 = -670333.678384
  nChanged 105
		SP:Iteration 10Q (75300.190000 sec): 3 clusters
  Score: Raw -674558.937434 + Penalty 4149.027093 = -670409.910340
  nChanged 77
		SP:Iteration 11Q (75300.350000 sec): 3 clusters
  Score: Raw -674604.741096 + Penalty 4149.027093 = -670455.714003
  nChanged 43
		SP:Iteration 12Q (75300.500000 sec): 3 clusters
  Score: Raw -674622.361438 + Penalty 4149.027093 = -670473.334345
  nChanged 25
		SP:Iteration 13Q (75300.680000 sec): 3 clusters
  Score: Raw -674634.125428 + Penalty 4149.027093 = -670485.098334
  nChanged 26
		SP:Iteration 14Q (75300.880000 sec): 3 clusters
  Score: Raw -674645.335371 + Penalty 4149.027093 = -670496.308277
  nChanged 20
		SP:Iteration 15Q (75301.070000 sec): 3 clusters
  Score: Raw -674652.824717 + Penalty 4149.027093 = -670503.797624
  nChanged 11
		SP:Iteration 16Q (75301.240000 sec): 3 clusters
  Score: Raw -674657.637619 + Penalty 4149.027093 = -670508.610526
  nChanged 11
		SP:Iteration 17Q (75301.390000 sec): 3 clusters
  Score: Raw -674662.672214 + Penalty 4149.027093 = -670513.645121
  nChanged 16
		SP:Iteration 18Q (75301.550000 sec): 3 clusters
  Score: Raw -674669.859090 + Penalty 4149.027093 = -670520.831997
  nChanged 17
		SP:Iteration 19Q (75301.690000 sec): 3 clusters
  Score: Raw -674675.633771 + Penalty 4149.027093 = -670526.606678
  nChanged 13
		SP:Iteration 20F (75301.910000 sec): 3 clusters
  Score: Raw -674680.196744 + Penalty 4149.027093 = -670531.169651
  nChanged 8
		SP:Iteration 21Q (75302.050000 sec): 3 clusters
  Score: Raw -674682.441779 + Penalty 4149.027093 = -670533.414685
  nChanged 6
		SP:Iteration 22Q (75302.290000 sec): 3 clusters
  Score: Raw -674684.245838 + Penalty 4149.027093 = -670535.218745
  nChanged 8
		SP:Iteration 23Q (75302.480000 sec): 3 clusters
  Score: Raw -674686.532258 + Penalty 4149.027093 = -670537.505165
  nChanged 8
		SP:Iteration 24Q (75302.680000 sec): 3 clusters
  Score: Raw -674688.575202 + Penalty 4149.027093 = -670539.548109
  nChanged 10
		SP:Iteration 25Q (75302.860000 sec): 3 clusters
  Score: Raw -674692.332817 + Penalty 4149.027093 = -670543.305723
  nChanged 5
		SP:Iteration 26Q (75303.030000 sec): 3 clusters
  Score: Raw -674694.268313 + Penalty 4149.027093 = -670545.241219
  nChanged 3
		SP:Iteration 27Q (75303.230000 sec): 3 clusters
  Score: Raw -674694.956781 + Penalty 4149.027093 = -670545.929687
  nChanged 1
		SP:Iteration 28Q (75303.450000 sec): 3 clusters
  Score: Raw -674695.128320 + Penalty 4149.027093 = -670546.101226
  nChanged 1
		SP:Iteration 29Q (75303.590000 sec): 3 clusters
  Score: Raw -674695.328523 + Penalty 4149.027093 = -670546.301430
  nChanged 2
		SP:Iteration 30Q (75303.750000 sec): 3 clusters
  Score: Raw -674695.904143 + Penalty 4149.027093 = -670546.877049
  nChanged 2
		SP:Iteration 31Q (75303.910000 sec): 3 clusters
  Score: Raw -674696.391131 + Penalty 4149.027093 = -670547.364038
  nChanged 0
		SP:Iteration 32F (75304.090000 sec): 3 clusters
  Score: Raw -674696.391131 + Penalty 4149.027093 = -670547.364038
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (20164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75304.290000 sec): 2 clusters
  Score: Raw -3206308.287782 + Penalty 2458.090221 = -3203850.197562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75304.580000 sec): 3 clusters
  Score: Raw -3194492.581005 + Penalty 4916.180441 = -3189576.400563
  nChanged 8920
		SP:Iteration 1F (75304.850000 sec): 3 clusters
  Score: Raw -3199258.706413 + Penalty 4916.180441 = -3194342.525971
  nChanged 1128
		SP:Iteration 2F (75305.140000 sec): 3 clusters
  Score: Raw -3199682.481903 + Penalty 4916.180441 = -3194766.301462
  nChanged 992
		SP:Iteration 3Q (75305.430000 sec): 3 clusters
  Score: Raw -3200062.586983 + Penalty 4916.180441 = -3195146.406542
  nChanged 906
		SP:Iteration 4Q (75305.750000 sec): 3 clusters
  Score: Raw -3200463.681233 + Penalty 4916.180441 = -3195547.500792
  nChanged 956
		SP:Iteration 5Q (75306.020000 sec): 3 clusters
  Score: Raw -3200970.840283 + Penalty 4916.180441 = -3196054.659842
  nChanged 991
		SP:Iteration 6Q (75306.300000 sec): 3 clusters
  Score: Raw -3201598.234825 + Penalty 4916.180441 = -3196682.054384
  nChanged 1087
		SP:Iteration 7F (75306.640000 sec): 3 clusters
  Score: Raw -3202375.019330 + Penalty 4916.180441 = -3197458.838889
  nChanged 1136
		SP:Iteration 8F (75306.950000 sec): 3 clusters
  Score: Raw -3203228.822369 + Penalty 4916.180441 = -3198312.641928
  nChanged 1211
		SP:Iteration 9F (75307.250000 sec): 3 clusters
  Score: Raw -3204171.514095 + Penalty 4916.180441 = -3199255.333653
  nChanged 1121
		SP:Iteration 10F (75307.540000 sec): 3 clusters
  Score: Raw -3205008.702504 + Penalty 4916.180441 = -3200092.522063
  nChanged 954
		SP:Iteration 11Q (75307.830000 sec): 3 clusters
  Score: Raw -3205607.846141 + Penalty 4916.180441 = -3200691.665700
  nChanged 717
		SP:Iteration 12Q (75308.090000 sec): 3 clusters
  Score: Raw -3205974.113600 + Penalty 4916.180441 = -3201057.933159
  nChanged 529
		SP:Iteration 13Q (75308.410000 sec): 3 clusters
  Score: Raw -3206231.957033 + Penalty 4916.180441 = -3201315.776592
  nChanged 408
		SP:Iteration 14Q (75308.600000 sec): 3 clusters
  Score: Raw -3206408.512337 + Penalty 4916.180441 = -3201492.331895
  nChanged 343
		SP:Iteration 15Q (75308.850000 sec): 3 clusters
  Score: Raw -3206546.463008 + Penalty 4916.180441 = -3201630.282567
  nChanged 290
		SP:Iteration 16Q (75309.090000 sec): 3 clusters
  Score: Raw -3206673.934337 + Penalty 4916.180441 = -3201757.753896
  nChanged 265
		SP:Iteration 17Q (75309.350000 sec): 3 clusters
  Score: Raw -3206787.849555 + Penalty 4916.180441 = -3201871.669114
  nChanged 252
		SP:Iteration 18Q (75309.640000 sec): 3 clusters
  Score: Raw -3206880.921624 + Penalty 4916.180441 = -3201964.741183
  nChanged 238
		SP:Iteration 19Q (75309.940000 sec): 3 clusters
  Score: Raw -3206966.005606 + Penalty 4916.180441 = -3202049.825164
  nChanged 211
		SP:Iteration 20F (75310.260000 sec): 3 clusters
  Score: Raw -3207046.342461 + Penalty 4916.180441 = -3202130.162020
  nChanged 222
		SP:Iteration 21Q (75310.520000 sec): 3 clusters
  Score: Raw -3207124.994661 + Penalty 4916.180441 = -3202208.814220
  nChanged 222
		SP:Iteration 22Q (75310.810000 sec): 3 clusters
  Score: Raw -3207208.418083 + Penalty 4916.180441 = -3202292.237642
  nChanged 206
		SP:Iteration 23Q (75311.120000 sec): 3 clusters
  Score: Raw -3207279.448493 + Penalty 4916.180441 = -3202363.268052
  nChanged 174
		SP:Iteration 24Q (75311.410000 sec): 3 clusters
  Score: Raw -3207329.921035 + Penalty 4916.180441 = -3202413.740594
  nChanged 145
		SP:Iteration 25Q (75311.690000 sec): 3 clusters
  Score: Raw -3207366.944168 + Penalty 4916.180441 = -3202450.763727
  nChanged 140
		SP:Iteration 26Q (75311.920000 sec): 3 clusters
  Score: Raw -3207396.799968 + Penalty 4916.180441 = -3202480.619527
  nChanged 103
		SP:Iteration 27Q (75312.240000 sec): 3 clusters
  Score: Raw -3207416.696471 + Penalty 4916.180441 = -3202500.516030
  nChanged 100
		SP:Iteration 28Q (75312.500000 sec): 3 clusters
  Score: Raw -3207436.150873 + Penalty 4916.180441 = -3202519.970432
  nChanged 102
		SP:Iteration 29Q (75312.780000 sec): 3 clusters
  Score: Raw -3207454.630470 + Penalty 4916.180441 = -3202538.450029
  nChanged 83
		SP:Iteration 30Q (75313.100000 sec): 3 clusters
  Score: Raw -3207467.907802 + Penalty 4916.180441 = -3202551.727361
  nChanged 71
		SP:Iteration 31Q (75313.400000 sec): 3 clusters
  Score: Raw -3207480.465092 + Penalty 4916.180441 = -3202564.284651
  nChanged 76
		SP:Iteration 32Q (75313.670000 sec): 3 clusters
  Score: Raw -3207492.210769 + Penalty 4916.180441 = -3202576.030328
  nChanged 60
		SP:Iteration 33Q (75313.960000 sec): 3 clusters
  Score: Raw -3207501.265121 + Penalty 4916.180441 = -3202585.084679
  nChanged 68
		SP:Iteration 34Q (75314.260000 sec): 3 clusters
  Score: Raw -3207512.212331 + Penalty 4916.180441 = -3202596.031890
  nChanged 67
		SP:Iteration 35Q (75314.520000 sec): 3 clusters
  Score: Raw -3207523.066120 + Penalty 4916.180441 = -3202606.885679
  nChanged 63
		SP:Iteration 36Q (75314.750000 sec): 3 clusters
  Score: Raw -3207533.140978 + Penalty 4916.180441 = -3202616.960537
  nChanged 58
		SP:Iteration 37Q (75315.050000 sec): 3 clusters
  Score: Raw -3207542.581564 + Penalty 4916.180441 = -3202626.401123
  nChanged 62
		SP:Iteration 38Q (75315.380000 sec): 3 clusters
  Score: Raw -3207552.333862 + Penalty 4916.180441 = -3202636.153420
  nChanged 51
		SP:Iteration 39Q (75315.660000 sec): 3 clusters
  Score: Raw -3207558.787622 + Penalty 4916.180441 = -3202642.607181
  nChanged 32
		SP:Iteration 40F (75315.860000 sec): 3 clusters
  Score: Raw -3207563.032467 + Penalty 4916.180441 = -3202646.852026
  nChanged 32
		SP:Iteration 41Q (75316.160000 sec): 3 clusters
  Score: Raw -3207567.459664 + Penalty 4916.180441 = -3202651.279223
  nChanged 38
		SP:Iteration 42Q (75316.470000 sec): 3 clusters
  Score: Raw -3207572.491838 + Penalty 4916.180441 = -3202656.311397
  nChanged 31
		SP:Iteration 43Q (75316.780000 sec): 3 clusters
  Score: Raw -3207576.227723 + Penalty 4916.180441 = -3202660.047282
  nChanged 19
		SP:Iteration 44Q (75317.060000 sec): 3 clusters
  Score: Raw -3207578.603495 + Penalty 4916.180441 = -3202662.423054
  nChanged 26
		SP:Iteration 45Q (75317.300000 sec): 3 clusters
  Score: Raw -3207581.906626 + Penalty 4916.180441 = -3202665.726185
  nChanged 42
		SP:Iteration 46Q (75317.560000 sec): 3 clusters
  Score: Raw -3207588.127479 + Penalty 4916.180441 = -3202671.947038
  nChanged 50
		SP:Iteration 47Q (75317.840000 sec): 3 clusters
  Score: Raw -3207595.216120 + Penalty 4916.180441 = -3202679.035679
  nChanged 44
		SP:Iteration 48Q (75318.150000 sec): 3 clusters
  Score: Raw -3207601.657219 + Penalty 4916.180441 = -3202685.476778
  nChanged 43
		SP:Iteration 49Q (75318.420000 sec): 3 clusters
  Score: Raw -3207608.114942 + Penalty 4916.180441 = -3202691.934501
  nChanged 50
		SP:Iteration 50Q (75318.650000 sec): 3 clusters
  Score: Raw -3207616.099442 + Penalty 4916.180441 = -3202699.919001
  nChanged 53
		SP:Iteration 51Q (75318.950000 sec): 3 clusters
  Score: Raw -3207624.297180 + Penalty 4916.180441 = -3202708.116738
  nChanged 47
		SP:Iteration 52Q (75319.260000 sec): 3 clusters
  Score: Raw -3207631.654736 + Penalty 4916.180441 = -3202715.474295
  nChanged 40
		SP:Iteration 53Q (75319.540000 sec): 3 clusters
  Score: Raw -3207637.513412 + Penalty 4916.180441 = -3202721.332971
  nChanged 38
		SP:Iteration 54Q (75319.830000 sec): 3 clusters
  Score: Raw -3207642.041518 + Penalty 4916.180441 = -3202725.861076
  nChanged 31
		SP:Iteration 55Q (75320.100000 sec): 3 clusters
  Score: Raw -3207645.435322 + Penalty 4916.180441 = -3202729.254881
  nChanged 27
		SP:Iteration 56Q (75320.370000 sec): 3 clusters
  Score: Raw -3207647.952982 + Penalty 4916.180441 = -3202731.772541
  nChanged 14
		SP:Iteration 57Q (75320.610000 sec): 3 clusters
  Score: Raw -3207649.247535 + Penalty 4916.180441 = -3202733.067093
  nChanged 12
		SP:Iteration 58Q (75320.880000 sec): 3 clusters
  Score: Raw -3207650.538376 + Penalty 4916.180441 = -3202734.357935
  nChanged 13
		SP:Iteration 59Q (75321.140000 sec): 3 clusters
  Score: Raw -3207652.125067 + Penalty 4916.180441 = -3202735.944625
  nChanged 6
		SP:Iteration 60F (75321.480000 sec): 3 clusters
  Score: Raw -3207652.615103 + Penalty 4916.180441 = -3202736.434661
  nChanged 3
		SP:Iteration 61Q (75321.780000 sec): 3 clusters
  Score: Raw -3207652.772469 + Penalty 4916.180441 = -3202736.592028
  nChanged 5
		SP:Iteration 62Q (75322.050000 sec): 3 clusters
  Score: Raw -3207653.089308 + Penalty 4916.180441 = -3202736.908867
  nChanged 2
		SP:Iteration 63Q (75322.300000 sec): 3 clusters
  Score: Raw -3207653.367091 + Penalty 4916.180441 = -3202737.186650
  nChanged 3
		SP:Iteration 64Q (75322.640000 sec): 3 clusters
  Score: Raw -3207653.666582 + Penalty 4916.180441 = -3202737.486141
  nChanged 5
		SP:Iteration 65Q (75322.900000 sec): 3 clusters
  Score: Raw -3207654.242060 + Penalty 4916.180441 = -3202738.061619
  nChanged 8
		SP:Iteration 66Q (75323.220000 sec): 3 clusters
  Score: Raw -3207654.806140 + Penalty 4916.180441 = -3202738.625699
  nChanged 1
		SP:Iteration 67Q (75323.490000 sec): 3 clusters
  Score: Raw -3207654.860682 + Penalty 4916.180441 = -3202738.680241
  nChanged 0
		SP:Iteration 68F (75323.790000 sec): 3 clusters
  Score: Raw -3207654.860682 + Penalty 4916.180441 = -3202738.680241
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (24255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75324.030000 sec): 2 clusters
  Score: Raw -3907826.181019 + Penalty 2503.901759 = -3905322.279260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75324.400000 sec): 3 clusters
  Score: Raw -3893542.237274 + Penalty 5007.803518 = -3888534.433756
  nChanged 10710
		SP:Iteration 1F (75324.790000 sec): 3 clusters
  Score: Raw -3899381.530633 + Penalty 5007.803518 = -3894373.727115
  nChanged 1432
		SP:Iteration 2F (75325.130000 sec): 3 clusters
  Score: Raw -3900054.774993 + Penalty 5007.803518 = -3895046.971475
  nChanged 1270
		SP:Iteration 3F (75325.470000 sec): 3 clusters
  Score: Raw -3900651.735491 + Penalty 5007.803518 = -3895643.931973
  nChanged 1134
		SP:Iteration 4Q (75325.750000 sec): 3 clusters
  Score: Raw -3901164.989785 + Penalty 5007.803518 = -3896157.186267
  nChanged 1066
		SP:Iteration 5Q (75326.110000 sec): 3 clusters
  Score: Raw -3901654.714952 + Penalty 5007.803518 = -3896646.911434
  nChanged 1073
		SP:Iteration 6Q (75326.430000 sec): 3 clusters
  Score: Raw -3902158.018312 + Penalty 5007.803518 = -3897150.214793
  nChanged 1128
		SP:Iteration 7Q (75326.790000 sec): 3 clusters
  Score: Raw -3902720.166827 + Penalty 5007.803518 = -3897712.363309
  nChanged 1094
		SP:Iteration 8Q (75327.080000 sec): 3 clusters
  Score: Raw -3903342.368424 + Penalty 5007.803518 = -3898334.564906
  nChanged 1125
		SP:Iteration 9Q (75327.460000 sec): 3 clusters
  Score: Raw -3904023.473616 + Penalty 5007.803518 = -3899015.670098
  nChanged 1091
		SP:Iteration 10Q (75327.760000 sec): 3 clusters
  Score: Raw -3904752.839370 + Penalty 5007.803518 = -3899745.035852
  nChanged 1053
		SP:Iteration 11Q (75328.050000 sec): 3 clusters
  Score: Raw -3905486.292518 + Penalty 5007.803518 = -3900478.489000
  nChanged 926
		SP:Iteration 12Q (75328.400000 sec): 3 clusters
  Score: Raw -3906127.160237 + Penalty 5007.803518 = -3901119.356719
  nChanged 706
		SP:Iteration 13Q (75328.680000 sec): 3 clusters
  Score: Raw -3906638.798002 + Penalty 5007.803518 = -3901630.994484
  nChanged 565
		SP:Iteration 14Q (75329.020000 sec): 3 clusters
  Score: Raw -3907043.708970 + Penalty 5007.803518 = -3902035.905452
  nChanged 441
		SP:Iteration 15Q (75329.340000 sec): 3 clusters
  Score: Raw -3907357.738390 + Penalty 5007.803518 = -3902349.934872
  nChanged 336
		SP:Iteration 16Q (75329.610000 sec): 3 clusters
  Score: Raw -3907594.495936 + Penalty 5007.803518 = -3902586.692418
  nChanged 246
		SP:Iteration 17Q (75329.950000 sec): 3 clusters
  Score: Raw -3907756.035207 + Penalty 5007.803518 = -3902748.231689
  nChanged 159
		SP:Iteration 18Q (75330.280000 sec): 3 clusters
  Score: Raw -3907851.249139 + Penalty 5007.803518 = -3902843.445621
  nChanged 120
		SP:Iteration 19Q (75330.620000 sec): 3 clusters
  Score: Raw -3907926.945090 + Penalty 5007.803518 = -3902919.141572
  nChanged 82
		SP:Iteration 20F (75330.960000 sec): 3 clusters
  Score: Raw -3907981.266585 + Penalty 5007.803518 = -3902973.463067
  nChanged 78
		SP:Iteration 21Q (75331.270000 sec): 3 clusters
  Score: Raw -3908035.439094 + Penalty 5007.803518 = -3903027.635576
  nChanged 60
		SP:Iteration 22Q (75331.610000 sec): 3 clusters
  Score: Raw -3908080.258020 + Penalty 5007.803518 = -3903072.454502
  nChanged 42
		SP:Iteration 23Q (75331.890000 sec): 3 clusters
  Score: Raw -3908107.538740 + Penalty 5007.803518 = -3903099.735221
  nChanged 31
		SP:Iteration 24Q (75332.210000 sec): 3 clusters
  Score: Raw -3908126.426437 + Penalty 5007.803518 = -3903118.622919
  nChanged 25
		SP:Iteration 25Q (75332.500000 sec): 3 clusters
  Score: Raw -3908143.003878 + Penalty 5007.803518 = -3903135.200360
  nChanged 22
		SP:Iteration 26Q (75332.870000 sec): 3 clusters
  Score: Raw -3908158.542501 + Penalty 5007.803518 = -3903150.738983
  nChanged 19
		SP:Iteration 27Q (75333.180000 sec): 3 clusters
  Score: Raw -3908171.320478 + Penalty 5007.803518 = -3903163.516959
  nChanged 16
		SP:Iteration 28Q (75333.470000 sec): 3 clusters
  Score: Raw -3908180.489785 + Penalty 5007.803518 = -3903172.686267
  nChanged 11
		SP:Iteration 29Q (75333.800000 sec): 3 clusters
  Score: Raw -3908186.551135 + Penalty 5007.803518 = -3903178.747617
  nChanged 7
		SP:Iteration 30Q (75334.110000 sec): 3 clusters
  Score: Raw -3908190.849544 + Penalty 5007.803518 = -3903183.046026
  nChanged 9
		SP:Iteration 31Q (75334.440000 sec): 3 clusters
  Score: Raw -3908196.091272 + Penalty 5007.803518 = -3903188.287754
  nChanged 7
		SP:Iteration 32Q (75334.770000 sec): 3 clusters
  Score: Raw -3908199.588032 + Penalty 5007.803518 = -3903191.784514
  nChanged 0
		SP:Iteration 33F (75335.080000 sec): 3 clusters
  Score: Raw -3908199.588032 + Penalty 5007.803518 = -3903191.784514
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (8761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75335.170000 sec): 2 clusters
  Score: Raw -1398397.937910 + Penalty 2251.360203 = -1396146.577708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75335.370000 sec): 3 clusters
  Score: Raw -1393753.231047 + Penalty 4502.720405 = -1389250.510642
  nChanged 3544
		SP:Iteration 1F (75335.580000 sec): 3 clusters
  Score: Raw -1395607.418022 + Penalty 4502.720405 = -1391104.697617
  nChanged 647
		SP:Iteration 2F (75335.800000 sec): 3 clusters
  Score: Raw -1395960.758978 + Penalty 4502.720405 = -1391458.038573
  nChanged 518
		SP:Iteration 3F (75336.000000 sec): 3 clusters
  Score: Raw -1396226.683089 + Penalty 4502.720405 = -1391723.962684
  nChanged 417
		SP:Iteration 4Q (75336.150000 sec): 3 clusters
  Score: Raw -1396472.485006 + Penalty 4502.720405 = -1391969.764601
  nChanged 424
		SP:Iteration 5Q (75336.340000 sec): 3 clusters
  Score: Raw -1396757.217929 + Penalty 4502.720405 = -1392254.497524
  nChanged 471
		SP:Iteration 6F (75336.520000 sec): 3 clusters
  Score: Raw -1397183.150142 + Penalty 4502.720405 = -1392680.429737
  nChanged 547
		SP:Iteration 7F (75336.730000 sec): 3 clusters
  Score: Raw -1397776.613706 + Penalty 4502.720405 = -1393273.893301
  nChanged 587
		SP:Iteration 8F (75336.910000 sec): 3 clusters
  Score: Raw -1398381.611194 + Penalty 4502.720405 = -1393878.890789
  nChanged 516
		SP:Iteration 9F (75337.120000 sec): 3 clusters
  Score: Raw -1398822.680960 + Penalty 4502.720405 = -1394319.960555
  nChanged 391
		SP:Iteration 10Q (75337.270000 sec): 3 clusters
  Score: Raw -1399110.189190 + Penalty 4502.720405 = -1394607.468785
  nChanged 282
		SP:Iteration 11Q (75337.500000 sec): 3 clusters
  Score: Raw -1399270.137113 + Penalty 4502.720405 = -1394767.416708
  nChanged 184
		SP:Iteration 12Q (75337.710000 sec): 3 clusters
  Score: Raw -1399362.362370 + Penalty 4502.720405 = -1394859.641965
  nChanged 144
		SP:Iteration 13Q (75337.880000 sec): 3 clusters
  Score: Raw -1399417.103302 + Penalty 4502.720405 = -1394914.382897
  nChanged 104
		SP:Iteration 14Q (75338.070000 sec): 3 clusters
  Score: Raw -1399455.092495 + Penalty 4502.720405 = -1394952.372090
  nChanged 81
		SP:Iteration 15Q (75338.310000 sec): 3 clusters
  Score: Raw -1399482.369561 + Penalty 4502.720405 = -1394979.649156
  nChanged 66
		SP:Iteration 16Q (75338.440000 sec): 3 clusters
  Score: Raw -1399500.250347 + Penalty 4502.720405 = -1394997.529942
  nChanged 37
		SP:Iteration 17Q (75338.610000 sec): 3 clusters
  Score: Raw -1399508.064932 + Penalty 4502.720405 = -1395005.344527
  nChanged 28
		SP:Iteration 18Q (75338.760000 sec): 3 clusters
  Score: Raw -1399515.210470 + Penalty 4502.720405 = -1395012.490065
  nChanged 29
		SP:Iteration 19Q (75338.950000 sec): 3 clusters
  Score: Raw -1399521.874690 + Penalty 4502.720405 = -1395019.154285
  nChanged 30
		SP:Iteration 20F (75339.150000 sec): 3 clusters
  Score: Raw -1399530.321672 + Penalty 4502.720405 = -1395027.601267
  nChanged 48
		SP:Iteration 21Q (75339.360000 sec): 3 clusters
  Score: Raw -1399543.582195 + Penalty 4502.720405 = -1395040.861790
  nChanged 39
		SP:Iteration 22Q (75339.540000 sec): 3 clusters
  Score: Raw -1399552.685776 + Penalty 4502.720405 = -1395049.965371
  nChanged 37
		SP:Iteration 23Q (75339.770000 sec): 3 clusters
  Score: Raw -1399561.655477 + Penalty 4502.720405 = -1395058.935072
  nChanged 40
		SP:Iteration 24Q (75339.970000 sec): 3 clusters
  Score: Raw -1399570.542255 + Penalty 4502.720405 = -1395067.821850
  nChanged 27
		SP:Iteration 25Q (75340.190000 sec): 3 clusters
  Score: Raw -1399576.215335 + Penalty 4502.720405 = -1395073.494930
  nChanged 25
		SP:Iteration 26Q (75340.330000 sec): 3 clusters
  Score: Raw -1399582.078633 + Penalty 4502.720405 = -1395079.358228
  nChanged 26
		SP:Iteration 27Q (75340.530000 sec): 3 clusters
  Score: Raw -1399589.590870 + Penalty 4502.720405 = -1395086.870465
  nChanged 28
		SP:Iteration 28Q (75340.750000 sec): 3 clusters
  Score: Raw -1399596.395062 + Penalty 4502.720405 = -1395093.674657
  nChanged 25
		SP:Iteration 29Q (75340.930000 sec): 3 clusters
  Score: Raw -1399602.699086 + Penalty 4502.720405 = -1395099.978681
  nChanged 21
		SP:Iteration 30Q (75341.090000 sec): 3 clusters
  Score: Raw -1399607.928361 + Penalty 4502.720405 = -1395105.207956
  nChanged 27
		SP:Iteration 31Q (75341.260000 sec): 3 clusters
  Score: Raw -1399616.032981 + Penalty 4502.720405 = -1395113.312576
  nChanged 27
		SP:Iteration 32Q (75341.480000 sec): 3 clusters
  Score: Raw -1399624.231006 + Penalty 4502.720405 = -1395121.510601
  nChanged 27
		SP:Iteration 33Q (75341.650000 sec): 3 clusters
  Score: Raw -1399630.452278 + Penalty 4502.720405 = -1395127.731873
  nChanged 21
		SP:Iteration 34Q (75341.800000 sec): 3 clusters
  Score: Raw -1399635.362156 + Penalty 4502.720405 = -1395132.641751
  nChanged 13
		SP:Iteration 35Q (75342.000000 sec): 3 clusters
  Score: Raw -1399637.937949 + Penalty 4502.720405 = -1395135.217544
  nChanged 14
		SP:Iteration 36Q (75342.150000 sec): 3 clusters
  Score: Raw -1399641.328510 + Penalty 4502.720405 = -1395138.608104
  nChanged 20
		SP:Iteration 37Q (75342.340000 sec): 3 clusters
  Score: Raw -1399645.728324 + Penalty 4502.720405 = -1395143.007919
  nChanged 10
		SP:Iteration 38Q (75342.460000 sec): 3 clusters
  Score: Raw -1399647.563443 + Penalty 4502.720405 = -1395144.843038
  nChanged 12
		SP:Iteration 39Q (75342.690000 sec): 3 clusters
  Score: Raw -1399649.774395 + Penalty 4502.720405 = -1395147.053990
  nChanged 9
		SP:Iteration 40F (75342.870000 sec): 3 clusters
  Score: Raw -1399651.657748 + Penalty 4502.720405 = -1395148.937343
  nChanged 13
		SP:Iteration 41Q (75343.080000 sec): 3 clusters
  Score: Raw -1399654.129151 + Penalty 4502.720405 = -1395151.408746
  nChanged 12
		SP:Iteration 42Q (75343.280000 sec): 3 clusters
  Score: Raw -1399656.306395 + Penalty 4502.720405 = -1395153.585990
  nChanged 11
		SP:Iteration 43Q (75343.510000 sec): 3 clusters
  Score: Raw -1399658.681954 + Penalty 4502.720405 = -1395155.961549
  nChanged 10
		SP:Iteration 44Q (75343.650000 sec): 3 clusters
  Score: Raw -1399660.784153 + Penalty 4502.720405 = -1395158.063748
  nChanged 10
		SP:Iteration 45Q (75343.830000 sec): 3 clusters
  Score: Raw -1399663.027558 + Penalty 4502.720405 = -1395160.307153
  nChanged 10
		SP:Iteration 46Q (75343.990000 sec): 3 clusters
  Score: Raw -1399664.941895 + Penalty 4502.720405 = -1395162.221490
  nChanged 9
		SP:Iteration 47Q (75344.200000 sec): 3 clusters
  Score: Raw -1399667.095273 + Penalty 4502.720405 = -1395164.374868
  nChanged 9
		SP:Iteration 48Q (75344.390000 sec): 3 clusters
  Score: Raw -1399669.099552 + Penalty 4502.720405 = -1395166.379147
  nChanged 17
		SP:Iteration 49Q (75344.580000 sec): 3 clusters
  Score: Raw -1399672.482382 + Penalty 4502.720405 = -1395169.761977
  nChanged 15
		SP:Iteration 50Q (75344.720000 sec): 3 clusters
  Score: Raw -1399675.571270 + Penalty 4502.720405 = -1395172.850865
  nChanged 12
		SP:Iteration 51Q (75344.940000 sec): 3 clusters
  Score: Raw -1399678.490483 + Penalty 4502.720405 = -1395175.770078
  nChanged 10
		SP:Iteration 52Q (75345.100000 sec): 3 clusters
  Score: Raw -1399681.138325 + Penalty 4502.720405 = -1395178.417920
  nChanged 12
		SP:Iteration 53Q (75345.280000 sec): 3 clusters
  Score: Raw -1399683.930670 + Penalty 4502.720405 = -1395181.210265
  nChanged 11
		SP:Iteration 54Q (75345.510000 sec): 3 clusters
  Score: Raw -1399686.236336 + Penalty 4502.720405 = -1395183.515931
  nChanged 5
		SP:Iteration 55Q (75345.740000 sec): 3 clusters
  Score: Raw -1399687.428491 + Penalty 4502.720405 = -1395184.708086
  nChanged 6
		SP:Iteration 56Q (75345.910000 sec): 3 clusters
  Score: Raw -1399689.050001 + Penalty 4502.720405 = -1395186.329596
  nChanged 9
		SP:Iteration 57Q (75346.160000 sec): 3 clusters
  Score: Raw -1399691.430946 + Penalty 4502.720405 = -1395188.710541
  nChanged 11
		SP:Iteration 58Q (75346.310000 sec): 3 clusters
  Score: Raw -1399693.982788 + Penalty 4502.720405 = -1395191.262383
  nChanged 8
		SP:Iteration 59Q (75346.480000 sec): 3 clusters
  Score: Raw -1399695.804588 + Penalty 4502.720405 = -1395193.084183
  nChanged 6
		SP:Iteration 60F (75346.670000 sec): 3 clusters
  Score: Raw -1399697.382400 + Penalty 4502.720405 = -1395194.661995
  nChanged 6
		SP:Iteration 61Q (75346.880000 sec): 3 clusters
  Score: Raw -1399698.529873 + Penalty 4502.720405 = -1395195.809468
  nChanged 4
		SP:Iteration 62Q (75347.050000 sec): 3 clusters
  Score: Raw -1399699.503361 + Penalty 4502.720405 = -1395196.782956
  nChanged 3
		SP:Iteration 63Q (75347.280000 sec): 3 clusters
  Score: Raw -1399699.940998 + Penalty 4502.720405 = -1395197.220593
  nChanged 2
		SP:Iteration 64Q (75347.470000 sec): 3 clusters
  Score: Raw -1399700.159765 + Penalty 4502.720405 = -1395197.439360
  nChanged 0
		SP:Iteration 65F (75347.630000 sec): 3 clusters
  Score: Raw -1399700.159765 + Penalty 4502.720405 = -1395197.439360
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (34843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75347.900000 sec): 2 clusters
  Score: Raw -5315722.286035 + Penalty 2593.734669 = -5313128.551366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75348.260000 sec): 3 clusters
  Score: Raw -5294510.790507 + Penalty 5187.469337 = -5289323.321170
  nChanged 15912
		SP:Iteration 1F (75348.670000 sec): 3 clusters
  Score: Raw -5303542.905025 + Penalty 5187.469337 = -5298355.435688
  nChanged 1600
		SP:Iteration 2Q (75349.090000 sec): 3 clusters
  Score: Raw -5304083.079411 + Penalty 5187.469337 = -5298895.610073
  nChanged 1487
		SP:Iteration 3Q (75349.540000 sec): 3 clusters
  Score: Raw -5304686.686049 + Penalty 5187.469337 = -5299499.216711
  nChanged 1602
		SP:Iteration 4Q (75349.940000 sec): 3 clusters
  Score: Raw -5305437.079069 + Penalty 5187.469337 = -5300249.609732
  nChanged 1733
		SP:Iteration 5Q (75350.370000 sec): 3 clusters
  Score: Raw -5306358.609427 + Penalty 5187.469337 = -5301171.140089
  nChanged 1799
		SP:Iteration 6F (75350.790000 sec): 3 clusters
  Score: Raw -5307410.073511 + Penalty 5187.469337 = -5302222.604174
  nChanged 1807
		SP:Iteration 7F (75351.160000 sec): 3 clusters
  Score: Raw -5308510.623396 + Penalty 5187.469337 = -5303323.154059
  nChanged 1749
		SP:Iteration 8F (75351.530000 sec): 3 clusters
  Score: Raw -5309704.097478 + Penalty 5187.469337 = -5304516.628141
  nChanged 1719
		SP:Iteration 9Q (75351.930000 sec): 3 clusters
  Score: Raw -5310888.208661 + Penalty 5187.469337 = -5305700.739324
  nChanged 1627
		SP:Iteration 10Q (75352.290000 sec): 3 clusters
  Score: Raw -5311979.376158 + Penalty 5187.469337 = -5306791.906820
  nChanged 1331
		SP:Iteration 11Q (75352.700000 sec): 3 clusters
  Score: Raw -5312754.588436 + Penalty 5187.469337 = -5307567.119099
  nChanged 1013
		SP:Iteration 12Q (75353.130000 sec): 3 clusters
  Score: Raw -5313246.855581 + Penalty 5187.469337 = -5308059.386243
  nChanged 761
		SP:Iteration 13Q (75353.530000 sec): 3 clusters
  Score: Raw -5313571.295536 + Penalty 5187.469337 = -5308383.826198
  nChanged 591
		SP:Iteration 14Q (75353.950000 sec): 3 clusters
  Score: Raw -5313788.100751 + Penalty 5187.469337 = -5308600.631413
  nChanged 471
		SP:Iteration 15Q (75354.340000 sec): 3 clusters
  Score: Raw -5313937.687303 + Penalty 5187.469337 = -5308750.217965
  nChanged 414
		SP:Iteration 16Q (75354.760000 sec): 3 clusters
  Score: Raw -5314079.158576 + Penalty 5187.469337 = -5308891.689238
  nChanged 360
		SP:Iteration 17Q (75355.120000 sec): 3 clusters
  Score: Raw -5314206.273311 + Penalty 5187.469337 = -5309018.803974
  nChanged 345
		SP:Iteration 18Q (75355.510000 sec): 3 clusters
  Score: Raw -5314329.736202 + Penalty 5187.469337 = -5309142.266864
  nChanged 331
		SP:Iteration 19Q (75355.900000 sec): 3 clusters
  Score: Raw -5314446.705927 + Penalty 5187.469337 = -5309259.236590
  nChanged 313
		SP:Iteration 20F (75356.310000 sec): 3 clusters
  Score: Raw -5314552.019265 + Penalty 5187.469337 = -5309364.549927
  nChanged 323
		SP:Iteration 21Q (75356.690000 sec): 3 clusters
  Score: Raw -5314654.919739 + Penalty 5187.469337 = -5309467.450402
  nChanged 290
		SP:Iteration 22Q (75357.140000 sec): 3 clusters
  Score: Raw -5314742.819831 + Penalty 5187.469337 = -5309555.350494
  nChanged 258
		SP:Iteration 23Q (75357.510000 sec): 3 clusters
  Score: Raw -5314818.073078 + Penalty 5187.469337 = -5309630.603740
  nChanged 245
		SP:Iteration 24Q (75357.860000 sec): 3 clusters
  Score: Raw -5314892.860952 + Penalty 5187.469337 = -5309705.391614
  nChanged 224
		SP:Iteration 25Q (75358.270000 sec): 3 clusters
  Score: Raw -5314960.553794 + Penalty 5187.469337 = -5309773.084456
  nChanged 237
		SP:Iteration 26Q (75358.720000 sec): 3 clusters
  Score: Raw -5315027.073854 + Penalty 5187.469337 = -5309839.604516
  nChanged 231
		SP:Iteration 27Q (75359.080000 sec): 3 clusters
  Score: Raw -5315098.996871 + Penalty 5187.469337 = -5309911.527534
  nChanged 236
		SP:Iteration 28Q (75359.460000 sec): 3 clusters
  Score: Raw -5315176.481437 + Penalty 5187.469337 = -5309989.012100
  nChanged 250
		SP:Iteration 29Q (75359.910000 sec): 3 clusters
  Score: Raw -5315266.110002 + Penalty 5187.469337 = -5310078.640664
  nChanged 233
		SP:Iteration 30Q (75360.220000 sec): 3 clusters
  Score: Raw -5315353.125481 + Penalty 5187.469337 = -5310165.656144
  nChanged 232
		SP:Iteration 31Q (75360.550000 sec): 3 clusters
  Score: Raw -5315436.248955 + Penalty 5187.469337 = -5310248.779617
  nChanged 239
		SP:Iteration 32Q (75360.950000 sec): 3 clusters
  Score: Raw -5315523.008262 + Penalty 5187.469337 = -5310335.538925
  nChanged 226
		SP:Iteration 33Q (75361.340000 sec): 3 clusters
  Score: Raw -5315605.790502 + Penalty 5187.469337 = -5310418.321164
  nChanged 210
		SP:Iteration 34Q (75361.710000 sec): 3 clusters
  Score: Raw -5315678.852642 + Penalty 5187.469337 = -5310491.383304
  nChanged 173
		SP:Iteration 35Q (75362.080000 sec): 3 clusters
  Score: Raw -5315744.523735 + Penalty 5187.469337 = -5310557.054397
  nChanged 166
		SP:Iteration 36Q (75362.470000 sec): 3 clusters
  Score: Raw -5315808.584282 + Penalty 5187.469337 = -5310621.114945
  nChanged 170
		SP:Iteration 37Q (75362.840000 sec): 3 clusters
  Score: Raw -5315870.263602 + Penalty 5187.469337 = -5310682.794264
  nChanged 138
		SP:Iteration 38Q (75363.200000 sec): 3 clusters
  Score: Raw -5315925.242675 + Penalty 5187.469337 = -5310737.773338
  nChanged 140
		SP:Iteration 39Q (75363.600000 sec): 3 clusters
  Score: Raw -5315984.807867 + Penalty 5187.469337 = -5310797.338530
  nChanged 132
		SP:Iteration 40F (75364.000000 sec): 3 clusters
  Score: Raw -5316042.038414 + Penalty 5187.469337 = -5310854.569077
  nChanged 122
		SP:Iteration 41Q (75364.380000 sec): 3 clusters
  Score: Raw -5316099.520627 + Penalty 5187.469337 = -5310912.051290
  nChanged 108
		SP:Iteration 42Q (75364.740000 sec): 3 clusters
  Score: Raw -5316147.491578 + Penalty 5187.469337 = -5310960.022240
  nChanged 99
		SP:Iteration 43Q (75365.060000 sec): 3 clusters
  Score: Raw -5316198.638398 + Penalty 5187.469337 = -5311011.169061
  nChanged 97
		SP:Iteration 44Q (75365.410000 sec): 3 clusters
  Score: Raw -5316240.007671 + Penalty 5187.469337 = -5311052.538334
  nChanged 63
		SP:Iteration 45Q (75365.760000 sec): 3 clusters
  Score: Raw -5316264.826611 + Penalty 5187.469337 = -5311077.357273
  nChanged 56
		SP:Iteration 46Q (75366.080000 sec): 3 clusters
  Score: Raw -5316291.944855 + Penalty 5187.469337 = -5311104.475518
  nChanged 63
		SP:Iteration 47Q (75366.450000 sec): 3 clusters
  Score: Raw -5316316.401136 + Penalty 5187.469337 = -5311128.931798
  nChanged 58
		SP:Iteration 48Q (75366.780000 sec): 3 clusters
  Score: Raw -5316339.328572 + Penalty 5187.469337 = -5311151.859235
  nChanged 46
		SP:Iteration 49Q (75367.090000 sec): 3 clusters
  Score: Raw -5316361.312979 + Penalty 5187.469337 = -5311173.843642
  nChanged 45
		SP:Iteration 50Q (75367.420000 sec): 3 clusters
  Score: Raw -5316379.813708 + Penalty 5187.469337 = -5311192.344371
  nChanged 38
		SP:Iteration 51Q (75367.750000 sec): 3 clusters
  Score: Raw -5316394.098933 + Penalty 5187.469337 = -5311206.629595
  nChanged 35
		SP:Iteration 52Q (75368.060000 sec): 3 clusters
  Score: Raw -5316407.614143 + Penalty 5187.469337 = -5311220.144806
  nChanged 28
		SP:Iteration 53Q (75368.420000 sec): 3 clusters
  Score: Raw -5316418.001252 + Penalty 5187.469337 = -5311230.531914
  nChanged 20
		SP:Iteration 54Q (75368.770000 sec): 3 clusters
  Score: Raw -5316427.126039 + Penalty 5187.469337 = -5311239.656702
  nChanged 24
		SP:Iteration 55Q (75369.140000 sec): 3 clusters
  Score: Raw -5316436.746285 + Penalty 5187.469337 = -5311249.276948
  nChanged 25
		SP:Iteration 56Q (75369.520000 sec): 3 clusters
  Score: Raw -5316444.418340 + Penalty 5187.469337 = -5311256.949002
  nChanged 16
		SP:Iteration 57Q (75369.870000 sec): 3 clusters
  Score: Raw -5316450.448769 + Penalty 5187.469337 = -5311262.979431
  nChanged 10
		SP:Iteration 58Q (75370.220000 sec): 3 clusters
  Score: Raw -5316453.658140 + Penalty 5187.469337 = -5311266.188802
  nChanged 13
		SP:Iteration 59Q (75370.580000 sec): 3 clusters
  Score: Raw -5316458.385819 + Penalty 5187.469337 = -5311270.916482
  nChanged 11
		SP:Iteration 60F (75371.040000 sec): 3 clusters
  Score: Raw -5316462.696901 + Penalty 5187.469337 = -5311275.227563
  nChanged 9
		SP:Iteration 61Q (75371.410000 sec): 3 clusters
  Score: Raw -5316466.147578 + Penalty 5187.469337 = -5311278.678241
  nChanged 13
		SP:Iteration 62Q (75371.740000 sec): 3 clusters
  Score: Raw -5316470.466502 + Penalty 5187.469337 = -5311282.997164
  nChanged 8
		SP:Iteration 63Q (75372.100000 sec): 3 clusters
  Score: Raw -5316472.955958 + Penalty 5187.469337 = -5311285.486621
  nChanged 4
		SP:Iteration 64Q (75372.430000 sec): 3 clusters
  Score: Raw -5316474.499557 + Penalty 5187.469337 = -5311287.030220
  nChanged 2
		SP:Iteration 65Q (75372.870000 sec): 3 clusters
  Score: Raw -5316474.955345 + Penalty 5187.469337 = -5311287.486008
  nChanged 2
		SP:Iteration 66Q (75373.270000 sec): 3 clusters
  Score: Raw -5316475.302363 + Penalty 5187.469337 = -5311287.833026
  nChanged 1
		SP:Iteration 67Q (75373.670000 sec): 3 clusters
  Score: Raw -5316475.793691 + Penalty 5187.469337 = -5311288.324354
  nChanged 1
		SP:Iteration 68Q (75374.130000 sec): 3 clusters
  Score: Raw -5316475.890393 + Penalty 5187.469337 = -5311288.421056
  nChanged 0
		SP:Iteration 69F (75374.540000 sec): 3 clusters
  Score: Raw -5316475.890393 + Penalty 5187.469337 = -5311288.421056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (1173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75374.650000 sec): 2 clusters
  Score: Raw -173151.980682 + Penalty 1752.695322 = -171399.285360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75374.760000 sec): 3 clusters
  Score: Raw -172872.068164 + Penalty 3505.390645 = -169366.677519
  nChanged 363
		SP:Iteration 1F (75374.880000 sec): 3 clusters
  Score: Raw -173315.189729 + Penalty 3505.390645 = -169809.799084
  nChanged 116
		SP:Iteration 2F (75375.030000 sec): 3 clusters
  Score: Raw -173586.291067 + Penalty 3505.390645 = -170080.900422
  nChanged 80
		SP:Iteration 3F (75375.200000 sec): 3 clusters
  Score: Raw -173766.689214 + Penalty 3505.390645 = -170261.298569
  nChanged 72
		SP:Iteration 4F (75375.350000 sec): 3 clusters
  Score: Raw -173964.968922 + Penalty 3505.390645 = -170459.578277
  nChanged 63
		SP:Iteration 5F (75375.520000 sec): 3 clusters
  Score: Raw -174092.799059 + Penalty 3505.390645 = -170587.408414
  nChanged 48
		SP:Iteration 6Q (75375.700000 sec): 3 clusters
  Score: Raw -174181.837494 + Penalty 3505.390645 = -170676.446849
  nChanged 28
		SP:Iteration 7Q (75375.790000 sec): 3 clusters
  Score: Raw -174246.196815 + Penalty 3505.390645 = -170740.806170
  nChanged 17
		SP:Iteration 8Q (75375.940000 sec): 3 clusters
  Score: Raw -174280.952058 + Penalty 3505.390645 = -170775.561413
  nChanged 7
		SP:Iteration 9Q (75376.140000 sec): 3 clusters
  Score: Raw -174294.944215 + Penalty 3505.390645 = -170789.553570
  nChanged 8
		SP:Iteration 10Q (75376.260000 sec): 3 clusters
  Score: Raw -174313.325619 + Penalty 3505.390645 = -170807.934974
  nChanged 9
		SP:Iteration 11Q (75376.440000 sec): 3 clusters
  Score: Raw -174329.673124 + Penalty 3505.390645 = -170824.282479
  nChanged 9
		SP:Iteration 12Q (75376.640000 sec): 3 clusters
  Score: Raw -174342.950113 + Penalty 3505.390645 = -170837.559468
  nChanged 4
		SP:Iteration 13Q (75376.780000 sec): 3 clusters
  Score: Raw -174345.960980 + Penalty 3505.390645 = -170840.570336
  nChanged 0
		SP:Iteration 14F (75376.950000 sec): 3 clusters
  Score: Raw -174345.960980 + Penalty 3505.390645 = -170840.570336
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (290273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75378.490000 sec): 2 clusters
  Score: Raw -46324817.217787 + Penalty 3119.487130 = -46321697.730657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75380.880000 sec): 3 clusters
  Score: Raw -46132799.552085 + Penalty 6238.974261 = -46126560.577824
  nChanged 140613
		SP:Iteration 1F (75383.220000 sec): 3 clusters
  Score: Raw -46216147.830367 + Penalty 6238.974261 = -46209908.856107
  nChanged 6842
		SP:Iteration 2Q (75385.760000 sec): 3 clusters
  Score: Raw -46217433.598270 + Penalty 6238.974261 = -46211194.624010
  nChanged 7500
		SP:Iteration 3Q (75387.870000 sec): 3 clusters
  Score: Raw -46219118.881400 + Penalty 6238.974261 = -46212879.907139
  nChanged 8523
		SP:Iteration 4Q (75390.250000 sec): 3 clusters
  Score: Raw -46221461.599611 + Penalty 6238.974261 = -46215222.625351
  nChanged 10097
		SP:Iteration 5Q (75392.750000 sec): 3 clusters
  Score: Raw -46224736.149943 + Penalty 6238.974261 = -46218497.175683
  nChanged 11609
		SP:Iteration 6Q (75395.100000 sec): 3 clusters
  Score: Raw -46229240.516212 + Penalty 6238.974261 = -46223001.541952
  nChanged 13371
		SP:Iteration 7Q (75397.580000 sec): 3 clusters
  Score: Raw -46235230.589799 + Penalty 6238.974261 = -46228991.615538
  nChanged 14917
		SP:Iteration 8F (75399.760000 sec): 3 clusters
  Score: Raw -46242423.665176 + Penalty 6238.974261 = -46236184.690916
  nChanged 15683
		SP:Iteration 9F (75401.950000 sec): 3 clusters
  Score: Raw -46250193.767066 + Penalty 6238.974261 = -46243954.792805
  nChanged 15130
		SP:Iteration 10F (75404.270000 sec): 3 clusters
  Score: Raw -46257332.636507 + Penalty 6238.974261 = -46251093.662247
  nChanged 13632
		SP:Iteration 11Q (75406.550000 sec): 3 clusters
  Score: Raw -46263262.019843 + Penalty 6238.974261 = -46257023.045582
  nChanged 11601
		SP:Iteration 12Q (75409.110000 sec): 3 clusters
  Score: Raw -46267855.597373 + Penalty 6238.974261 = -46261616.623112
  nChanged 9921
		SP:Iteration 13Q (75411.590000 sec): 3 clusters
  Score: Raw -46271628.243386 + Penalty 6238.974261 = -46265389.269125
  nChanged 8958
		SP:Iteration 14Q (75414.070000 sec): 3 clusters
  Score: Raw -46275017.804469 + Penalty 6238.974261 = -46268778.830209
  nChanged 8133
		SP:Iteration 15Q (75416.570000 sec): 3 clusters
  Score: Raw -46277883.080310 + Penalty 6238.974261 = -46271644.106050
  nChanged 7254
		SP:Iteration 16Q (75419.010000 sec): 3 clusters
  Score: Raw -46280085.827271 + Penalty 6238.974261 = -46273846.853010
  nChanged 6264
		SP:Iteration 17Q (75421.450000 sec): 3 clusters
  Score: Raw -46281675.263673 + Penalty 6238.974261 = -46275436.289412
  nChanged 5028
		SP:Iteration 18Q (75423.800000 sec): 3 clusters
  Score: Raw -46282802.332470 + Penalty 6238.974261 = -46276563.358209
  nChanged 4323
		SP:Iteration 19Q (75426.140000 sec): 3 clusters
  Score: Raw -46283722.984504 + Penalty 6238.974261 = -46277484.010243
  nChanged 3999
		SP:Iteration 20F (75428.640000 sec): 3 clusters
  Score: Raw -46284605.362568 + Penalty 6238.974261 = -46278366.388307
  nChanged 3962
		SP:Iteration 21Q (75430.970000 sec): 3 clusters
  Score: Raw -46285565.889284 + Penalty 6238.974261 = -46279326.915023
  nChanged 4148
		SP:Iteration 22Q (75433.190000 sec): 3 clusters
  Score: Raw -46286644.768358 + Penalty 6238.974261 = -46280405.794097
  nChanged 4393
		SP:Iteration 23Q (75435.620000 sec): 3 clusters
  Score: Raw -46287894.480813 + Penalty 6238.974261 = -46281655.506552
  nChanged 4745
		SP:Iteration 24Q (75437.800000 sec): 3 clusters
  Score: Raw -46289380.702146 + Penalty 6238.974261 = -46283141.727885
  nChanged 5001
		SP:Iteration 25Q (75440.000000 sec): 3 clusters
  Score: Raw -46291109.732134 + Penalty 6238.974261 = -46284870.757874
  nChanged 5062
		SP:Iteration 26Q (75442.260000 sec): 3 clusters
  Score: Raw -46292994.842777 + Penalty 6238.974261 = -46286755.868517
  nChanged 5213
		SP:Iteration 27Q (75444.540000 sec): 3 clusters
  Score: Raw -46295156.958404 + Penalty 6238.974261 = -46288917.984143
  nChanged 5390
		SP:Iteration 28Q (75446.850000 sec): 3 clusters
  Score: Raw -46297616.663908 + Penalty 6238.974261 = -46291377.689648
  nChanged 5534
		SP:Iteration 29Q (75449.200000 sec): 3 clusters
  Score: Raw -46300409.070692 + Penalty 6238.974261 = -46294170.096431
  nChanged 5331
		SP:Iteration 30Q (75451.270000 sec): 3 clusters
  Score: Raw -46303250.089448 + Penalty 6238.974261 = -46297011.115187
  nChanged 5005
		SP:Iteration 31Q (75453.260000 sec): 3 clusters
  Score: Raw -46305949.874722 + Penalty 6238.974261 = -46299710.900461
  nChanged 4574
		SP:Iteration 32Q (75455.490000 sec): 3 clusters
  Score: Raw -46308363.485589 + Penalty 6238.974261 = -46302124.511328
  nChanged 4138
		SP:Iteration 33Q (75457.490000 sec): 3 clusters
  Score: Raw -46310505.107548 + Penalty 6238.974261 = -46304266.133288
  nChanged 3556
		SP:Iteration 34Q (75459.420000 sec): 3 clusters
  Score: Raw -46312250.936146 + Penalty 6238.974261 = -46306011.961885
  nChanged 3192
		SP:Iteration 35Q (75461.440000 sec): 3 clusters
  Score: Raw -46313750.297006 + Penalty 6238.974261 = -46307511.322746
  nChanged 2785
		SP:Iteration 36Q (75463.500000 sec): 3 clusters
  Score: Raw -46314967.706047 + Penalty 6238.974261 = -46308728.731786
  nChanged 2465
		SP:Iteration 37Q (75465.670000 sec): 3 clusters
  Score: Raw -46316000.080517 + Penalty 6238.974261 = -46309761.106256
  nChanged 2258
		SP:Iteration 38Q (75467.630000 sec): 3 clusters
  Score: Raw -46316910.685662 + Penalty 6238.974261 = -46310671.711401
  nChanged 1983
		SP:Iteration 39Q (75469.620000 sec): 3 clusters
  Score: Raw -46317666.300336 + Penalty 6238.974261 = -46311427.326076
  nChanged 1801
		SP:Iteration 40F (75471.850000 sec): 3 clusters
  Score: Raw -46318358.291797 + Penalty 6238.974261 = -46312119.317537
  nChanged 1706
		SP:Iteration 41Q (75473.870000 sec): 3 clusters
  Score: Raw -46318997.726953 + Penalty 6238.974261 = -46312758.752692
  nChanged 1517
		SP:Iteration 42Q (75475.740000 sec): 3 clusters
  Score: Raw -46319559.059277 + Penalty 6238.974261 = -46313320.085016
  nChanged 1403
		SP:Iteration 43Q (75477.740000 sec): 3 clusters
  Score: Raw -46320072.915140 + Penalty 6238.974261 = -46313833.940879
  nChanged 1270
		SP:Iteration 44Q (75480.110000 sec): 3 clusters
  Score: Raw -46320526.540586 + Penalty 6238.974261 = -46314287.566326
  nChanged 1206
		SP:Iteration 45Q (75482.120000 sec): 3 clusters
  Score: Raw -46320963.724286 + Penalty 6238.974261 = -46314724.750025
  nChanged 1098
		SP:Iteration 46Q (75484.520000 sec): 3 clusters
  Score: Raw -46321362.057546 + Penalty 6238.974261 = -46315123.083286
  nChanged 1028
		SP:Iteration 47Q (75486.380000 sec): 3 clusters
  Score: Raw -46321751.489996 + Penalty 6238.974261 = -46315512.515735
  nChanged 999
		SP:Iteration 48Q (75488.550000 sec): 3 clusters
  Score: Raw -46322136.389299 + Penalty 6238.974261 = -46315897.415038
  nChanged 901
		SP:Iteration 49Q (75490.920000 sec): 3 clusters
  Score: Raw -46322480.366764 + Penalty 6238.974261 = -46316241.392504
  nChanged 852
		SP:Iteration 50Q (75492.790000 sec): 3 clusters
  Score: Raw -46322800.055536 + Penalty 6238.974261 = -46316561.081276
  nChanged 757
		SP:Iteration 51Q (75494.840000 sec): 3 clusters
  Score: Raw -46323085.712247 + Penalty 6238.974261 = -46316846.737986
  nChanged 717
		SP:Iteration 52Q (75497.200000 sec): 3 clusters
  Score: Raw -46323353.554477 + Penalty 6238.974261 = -46317114.580216
  nChanged 637
		SP:Iteration 53Q (75499.010000 sec): 3 clusters
  Score: Raw -46323587.637262 + Penalty 6238.974261 = -46317348.663002
  nChanged 588
		SP:Iteration 54Q (75501.170000 sec): 3 clusters
  Score: Raw -46323817.237570 + Penalty 6238.974261 = -46317578.263310
  nChanged 546
		SP:Iteration 55Q (75503.550000 sec): 3 clusters
  Score: Raw -46324032.335407 + Penalty 6238.974261 = -46317793.361146
  nChanged 495
		SP:Iteration 56Q (75505.500000 sec): 3 clusters
  Score: Raw -46324234.524733 + Penalty 6238.974261 = -46317995.550472
  nChanged 410
		SP:Iteration 57Q (75507.640000 sec): 3 clusters
  Score: Raw -46324399.784414 + Penalty 6238.974261 = -46318160.810153
  nChanged 338
		SP:Iteration 58Q (75509.960000 sec): 3 clusters
  Score: Raw -46324545.548560 + Penalty 6238.974261 = -46318306.574299
  nChanged 318
		SP:Iteration 59Q (75511.840000 sec): 3 clusters
  Score: Raw -46324682.293034 + Penalty 6238.974261 = -46318443.318774
  nChanged 246
		SP:Iteration 60F (75514.070000 sec): 3 clusters
  Score: Raw -46324780.372744 + Penalty 6238.974261 = -46318541.398483
  nChanged 182
		SP:Iteration 61Q (75516.390000 sec): 3 clusters
  Score: Raw -46324849.614421 + Penalty 6238.974261 = -46318610.640160
  nChanged 135
		SP:Iteration 62Q (75518.440000 sec): 3 clusters
  Score: Raw -46324901.699419 + Penalty 6238.974261 = -46318662.725158
  nChanged 125
		SP:Iteration 63Q (75520.430000 sec): 3 clusters
  Score: Raw -46324951.959364 + Penalty 6238.974261 = -46318712.985103
  nChanged 105
		SP:Iteration 64Q (75522.640000 sec): 3 clusters
  Score: Raw -46324996.689602 + Penalty 6238.974261 = -46318757.715342
  nChanged 102
		SP:Iteration 65Q (75524.750000 sec): 3 clusters
  Score: Raw -46325038.026754 + Penalty 6238.974261 = -46318799.052494
  nChanged 75
		SP:Iteration 66Q (75526.450000 sec): 3 clusters
  Score: Raw -46325066.185789 + Penalty 6238.974261 = -46318827.211528
  nChanged 66
		SP:Iteration 67Q (75528.430000 sec): 3 clusters
  Score: Raw -46325091.719581 + Penalty 6238.974261 = -46318852.745320
  nChanged 51
		SP:Iteration 68Q (75530.630000 sec): 3 clusters
  Score: Raw -46325109.632634 + Penalty 6238.974261 = -46318870.658374
  nChanged 44
		SP:Iteration 69Q (75533.010000 sec): 3 clusters
  Score: Raw -46325125.915180 + Penalty 6238.974261 = -46318886.940919
  nChanged 42
		SP:Iteration 70Q (75534.910000 sec): 3 clusters
  Score: Raw -46325142.954951 + Penalty 6238.974261 = -46318903.980690
  nChanged 43
		SP:Iteration 71Q (75537.040000 sec): 3 clusters
  Score: Raw -46325160.119914 + Penalty 6238.974261 = -46318921.145654
  nChanged 35
		SP:Iteration 72Q (75539.400000 sec): 3 clusters
  Score: Raw -46325172.041493 + Penalty 6238.974261 = -46318933.067232
  nChanged 34
		SP:Iteration 73Q (75541.230000 sec): 3 clusters
  Score: Raw -46325183.764000 + Penalty 6238.974261 = -46318944.789740
  nChanged 26
		SP:Iteration 74Q (75543.480000 sec): 3 clusters
  Score: Raw -46325193.586316 + Penalty 6238.974261 = -46318954.612055
  nChanged 30
		SP:Iteration 75Q (75545.840000 sec): 3 clusters
  Score: Raw -46325207.941870 + Penalty 6238.974261 = -46318968.967610
  nChanged 25
		SP:Iteration 76Q (75547.730000 sec): 3 clusters
  Score: Raw -46325218.173304 + Penalty 6238.974261 = -46318979.199044
  nChanged 16
		SP:Iteration 77Q (75549.970000 sec): 3 clusters
  Score: Raw -46325223.233564 + Penalty 6238.974261 = -46318984.259303
  nChanged 17
		SP:Iteration 78Q (75552.360000 sec): 3 clusters
  Score: Raw -46325228.408225 + Penalty 6238.974261 = -46318989.433964
  nChanged 10
		SP:Iteration 79Q (75554.290000 sec): 3 clusters
  Score: Raw -46325231.811913 + Penalty 6238.974261 = -46318992.837653
  nChanged 6
		SP:Iteration 80F (75556.460000 sec): 3 clusters
  Score: Raw -46325234.221292 + Penalty 6238.974261 = -46318995.247031
  nChanged 9
		SP:Iteration 81Q (75558.670000 sec): 3 clusters
  Score: Raw -46325237.749054 + Penalty 6238.974261 = -46318998.774793
  nChanged 10
		SP:Iteration 82Q (75561.070000 sec): 3 clusters
  Score: Raw -46325241.821353 + Penalty 6238.974261 = -46319002.847092
  nChanged 7
		SP:Iteration 83Q (75563.120000 sec): 3 clusters
  Score: Raw -46325243.700394 + Penalty 6238.974261 = -46319004.726134
  nChanged 8
		SP:Iteration 84Q (75565.040000 sec): 3 clusters
  Score: Raw -46325247.192855 + Penalty 6238.974261 = -46319008.218595
  nChanged 13
		SP:Iteration 85Q (75567.160000 sec): 3 clusters
  Score: Raw -46325252.990981 + Penalty 6238.974261 = -46319014.016720
  nChanged 13
		SP:Iteration 86Q (75569.510000 sec): 3 clusters
  Score: Raw -46325257.813465 + Penalty 6238.974261 = -46319018.839204
  nChanged 11
		SP:Iteration 87Q (75571.650000 sec): 3 clusters
  Score: Raw -46325261.586008 + Penalty 6238.974261 = -46319022.611747
  nChanged 12
		SP:Iteration 88Q (75573.500000 sec): 3 clusters
  Score: Raw -46325266.834994 + Penalty 6238.974261 = -46319027.860733
  nChanged 11
		SP:Iteration 89Q (75575.410000 sec): 3 clusters
  Score: Raw -46325271.284934 + Penalty 6238.974261 = -46319032.310673
  nChanged 10
		SP:Iteration 90Q (75577.560000 sec): 3 clusters
  Score: Raw -46325274.559140 + Penalty 6238.974261 = -46319035.584880
  nChanged 5
		SP:Iteration 91Q (75579.540000 sec): 3 clusters
  Score: Raw -46325276.254713 + Penalty 6238.974261 = -46319037.280452
  nChanged 4
		SP:Iteration 92Q (75581.910000 sec): 3 clusters
  Score: Raw -46325277.932027 + Penalty 6238.974261 = -46319038.957766
  nChanged 2
		SP:Iteration 93Q (75584.050000 sec): 3 clusters
  Score: Raw -46325278.816192 + Penalty 6238.974261 = -46319039.841931
  nChanged 4
		SP:Iteration 94Q (75585.730000 sec): 3 clusters
  Score: Raw -46325280.677790 + Penalty 6238.974261 = -46319041.703529
  nChanged 1
		SP:Iteration 95Q (75587.790000 sec): 3 clusters
  Score: Raw -46325280.964310 + Penalty 6238.974261 = -46319041.990049
  nChanged 0
		SP:Iteration 96F (75590.330000 sec): 3 clusters
  Score: Raw -46325280.964310 + Penalty 6238.974261 = -46319041.990049
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (3625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75590.540000 sec): 2 clusters
  Score: Raw -566035.809903 + Penalty 2032.511173 = -564003.298730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75590.750000 sec): 3 clusters
  Score: Raw -564399.308559 + Penalty 4065.022345 = -560334.286214
  nChanged 1354
		SP:Iteration 1F (75590.890000 sec): 3 clusters
  Score: Raw -565270.309458 + Penalty 4065.022345 = -561205.287113
  nChanged 288
		SP:Iteration 2F (75591.060000 sec): 3 clusters
  Score: Raw -565549.184173 + Penalty 4065.022345 = -561484.161828
  nChanged 252
		SP:Iteration 3F (75591.240000 sec): 3 clusters
  Score: Raw -565997.432272 + Penalty 4065.022345 = -561932.409926
  nChanged 295
		SP:Iteration 4F (75591.410000 sec): 3 clusters
  Score: Raw -566536.944744 + Penalty 4065.022345 = -562471.922399
  nChanged 262
		SP:Iteration 5F (75591.660000 sec): 3 clusters
  Score: Raw -566876.752699 + Penalty 4065.022345 = -562811.730353
  nChanged 192
		SP:Iteration 6F (75591.860000 sec): 3 clusters
  Score: Raw -567062.520312 + Penalty 4065.022345 = -562997.497967
  nChanged 147
		SP:Iteration 7Q (75591.990000 sec): 3 clusters
  Score: Raw -567183.112451 + Penalty 4065.022345 = -563118.090105
  nChanged 103
		SP:Iteration 8Q (75592.170000 sec): 3 clusters
  Score: Raw -567251.656697 + Penalty 4065.022345 = -563186.634352
  nChanged 73
		SP:Iteration 9Q (75592.340000 sec): 3 clusters
  Score: Raw -567296.224792 + Penalty 4065.022345 = -563231.202446
  nChanged 52
		SP:Iteration 10Q (75592.520000 sec): 3 clusters
  Score: Raw -567330.641385 + Penalty 4065.022345 = -563265.619039
  nChanged 31
		SP:Iteration 11Q (75592.690000 sec): 3 clusters
  Score: Raw -567347.394076 + Penalty 4065.022345 = -563282.371731
  nChanged 29
		SP:Iteration 12Q (75592.870000 sec): 3 clusters
  Score: Raw -567362.233085 + Penalty 4065.022345 = -563297.210740
  nChanged 24
		SP:Iteration 13Q (75593.040000 sec): 3 clusters
  Score: Raw -567376.019943 + Penalty 4065.022345 = -563310.997597
  nChanged 24
		SP:Iteration 14Q (75593.220000 sec): 3 clusters
  Score: Raw -567388.437523 + Penalty 4065.022345 = -563323.415177
  nChanged 12
		SP:Iteration 15Q (75593.390000 sec): 3 clusters
  Score: Raw -567394.709217 + Penalty 4065.022345 = -563329.686871
  nChanged 15
		SP:Iteration 16Q (75593.570000 sec): 3 clusters
  Score: Raw -567401.892944 + Penalty 4065.022345 = -563336.870598
  nChanged 8
		SP:Iteration 17Q (75593.740000 sec): 3 clusters
  Score: Raw -567405.309847 + Penalty 4065.022345 = -563340.287502
  nChanged 3
		SP:Iteration 18Q (75593.920000 sec): 3 clusters
  Score: Raw -567406.865297 + Penalty 4065.022345 = -563341.842951
  nChanged 3
		SP:Iteration 19Q (75594.130000 sec): 3 clusters
  Score: Raw -567408.283851 + Penalty 4065.022345 = -563343.261505
  nChanged 5
		SP:Iteration 20F (75594.310000 sec): 3 clusters
  Score: Raw -567410.747997 + Penalty 4065.022345 = -563345.725652
  nChanged 6
		SP:Iteration 21Q (75594.470000 sec): 3 clusters
  Score: Raw -567413.331916 + Penalty 4065.022345 = -563348.309570
  nChanged 7
		SP:Iteration 22Q (75594.650000 sec): 3 clusters
  Score: Raw -567416.117166 + Penalty 4065.022345 = -563351.094821
  nChanged 7
		SP:Iteration 23Q (75594.820000 sec): 3 clusters
  Score: Raw -567419.491154 + Penalty 4065.022345 = -563354.468809
  nChanged 8
		SP:Iteration 24Q (75594.990000 sec): 3 clusters
  Score: Raw -567423.525419 + Penalty 4065.022345 = -563358.503073
  nChanged 5
		SP:Iteration 25Q (75595.170000 sec): 3 clusters
  Score: Raw -567425.106700 + Penalty 4065.022345 = -563360.084354
  nChanged 3
		SP:Iteration 26Q (75595.340000 sec): 3 clusters
  Score: Raw -567427.280613 + Penalty 4065.022345 = -563362.258267
  nChanged 3
		SP:Iteration 27Q (75595.500000 sec): 3 clusters
  Score: Raw -567428.838358 + Penalty 4065.022345 = -563363.816012
  nChanged 7
		SP:Iteration 28Q (75595.690000 sec): 3 clusters
  Score: Raw -567431.869601 + Penalty 4065.022345 = -563366.847256
  nChanged 3
		SP:Iteration 29Q (75595.870000 sec): 3 clusters
  Score: Raw -567432.775310 + Penalty 4065.022345 = -563367.752964
  nChanged 1
		SP:Iteration 30Q (75596.040000 sec): 3 clusters
  Score: Raw -567433.284037 + Penalty 4065.022345 = -563368.261691
  nChanged 5
		SP:Iteration 31Q (75596.220000 sec): 3 clusters
  Score: Raw -567435.206369 + Penalty 4065.022345 = -563370.184023
  nChanged 2
		SP:Iteration 32Q (75596.390000 sec): 3 clusters
  Score: Raw -567436.407388 + Penalty 4065.022345 = -563371.385043
  nChanged 3
		SP:Iteration 33Q (75596.570000 sec): 3 clusters
  Score: Raw -567437.996879 + Penalty 4065.022345 = -563372.974533
  nChanged 1
		SP:Iteration 34Q (75596.770000 sec): 3 clusters
  Score: Raw -567438.662369 + Penalty 4065.022345 = -563373.640024
  nChanged 0
		SP:Iteration 35F (75596.940000 sec): 3 clusters
  Score: Raw -567438.662369 + Penalty 4065.022345 = -563373.640024
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (37895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75597.350000 sec): 2 clusters
  Score: Raw -6019548.590141 + Penalty 2614.558465 = -6016934.031676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75597.850000 sec): 3 clusters
  Score: Raw -5996322.813358 + Penalty 5229.116930 = -5991093.696428
  nChanged 17278
		SP:Iteration 1F (75598.310000 sec): 3 clusters
  Score: Raw -6005921.191810 + Penalty 5229.116930 = -6000692.074880
  nChanged 1733
		SP:Iteration 2Q (75598.820000 sec): 3 clusters
  Score: Raw -6006556.500468 + Penalty 5229.116930 = -6001327.383537
  nChanged 1846
		SP:Iteration 3Q (75599.370000 sec): 3 clusters
  Score: Raw -6007281.084989 + Penalty 5229.116930 = -6002051.968058
  nChanged 1841
		SP:Iteration 4Q (75599.900000 sec): 3 clusters
  Score: Raw -6008124.653122 + Penalty 5229.116930 = -6002895.536192
  nChanged 1889
		SP:Iteration 5Q (75600.320000 sec): 3 clusters
  Score: Raw -6009185.930022 + Penalty 5229.116930 = -6003956.813091
  nChanged 2077
		SP:Iteration 6F (75600.810000 sec): 3 clusters
  Score: Raw -6010551.446597 + Penalty 5229.116930 = -6005322.329666
  nChanged 2189
		SP:Iteration 7F (75601.350000 sec): 3 clusters
  Score: Raw -6012193.989695 + Penalty 5229.116930 = -6006964.872765
  nChanged 2213
		SP:Iteration 8F (75601.790000 sec): 3 clusters
  Score: Raw -6014050.810861 + Penalty 5229.116930 = -6008821.693931
  nChanged 2009
		SP:Iteration 9F (75602.270000 sec): 3 clusters
  Score: Raw -6015686.110214 + Penalty 5229.116930 = -6010456.993284
  nChanged 1673
		SP:Iteration 10Q (75602.760000 sec): 3 clusters
  Score: Raw -6016957.517366 + Penalty 5229.116930 = -6011728.400435
  nChanged 1406
		SP:Iteration 11Q (75603.210000 sec): 3 clusters
  Score: Raw -6017914.446848 + Penalty 5229.116930 = -6012685.329918
  nChanged 1122
		SP:Iteration 12Q (75603.570000 sec): 3 clusters
  Score: Raw -6018623.284717 + Penalty 5229.116930 = -6013394.167786
  nChanged 939
		SP:Iteration 13Q (75604.040000 sec): 3 clusters
  Score: Raw -6019138.434303 + Penalty 5229.116930 = -6013909.317373
  nChanged 724
		SP:Iteration 14Q (75604.490000 sec): 3 clusters
  Score: Raw -6019501.077773 + Penalty 5229.116930 = -6014271.960842
  nChanged 577
		SP:Iteration 15Q (75604.820000 sec): 3 clusters
  Score: Raw -6019757.744533 + Penalty 5229.116930 = -6014528.627603
  nChanged 474
		SP:Iteration 16Q (75605.240000 sec): 3 clusters
  Score: Raw -6019949.388522 + Penalty 5229.116930 = -6014720.271592
  nChanged 372
		SP:Iteration 17Q (75605.660000 sec): 3 clusters
  Score: Raw -6020084.672849 + Penalty 5229.116930 = -6014855.555919
  nChanged 289
		SP:Iteration 18Q (75606.020000 sec): 3 clusters
  Score: Raw -6020187.900612 + Penalty 5229.116930 = -6014958.783682
  nChanged 244
		SP:Iteration 19Q (75606.480000 sec): 3 clusters
  Score: Raw -6020269.684029 + Penalty 5229.116930 = -6015040.567099
  nChanged 201
		SP:Iteration 20F (75607.020000 sec): 3 clusters
  Score: Raw -6020326.404821 + Penalty 5229.116930 = -6015097.287891
  nChanged 131
		SP:Iteration 21Q (75607.520000 sec): 3 clusters
  Score: Raw -6020362.789761 + Penalty 5229.116930 = -6015133.672831
  nChanged 119
		SP:Iteration 22Q (75607.910000 sec): 3 clusters
  Score: Raw -6020394.712456 + Penalty 5229.116930 = -6015165.595526
  nChanged 93
		SP:Iteration 23Q (75608.410000 sec): 3 clusters
  Score: Raw -6020420.045157 + Penalty 5229.116930 = -6015190.928227
  nChanged 71
		SP:Iteration 24Q (75608.870000 sec): 3 clusters
  Score: Raw -6020437.666296 + Penalty 5229.116930 = -6015208.549366
  nChanged 64
		SP:Iteration 25Q (75609.310000 sec): 3 clusters
  Score: Raw -6020454.262664 + Penalty 5229.116930 = -6015225.145734
  nChanged 63
		SP:Iteration 26Q (75609.690000 sec): 3 clusters
  Score: Raw -6020469.979647 + Penalty 5229.116930 = -6015240.862716
  nChanged 45
		SP:Iteration 27Q (75610.170000 sec): 3 clusters
  Score: Raw -6020479.269360 + Penalty 5229.116930 = -6015250.152430
  nChanged 30
		SP:Iteration 28Q (75610.670000 sec): 3 clusters
  Score: Raw -6020483.982859 + Penalty 5229.116930 = -6015254.865928
  nChanged 21
		SP:Iteration 29Q (75611.150000 sec): 3 clusters
  Score: Raw -6020487.817990 + Penalty 5229.116930 = -6015258.701059
  nChanged 19
		SP:Iteration 30Q (75611.580000 sec): 3 clusters
  Score: Raw -6020491.049502 + Penalty 5229.116930 = -6015261.932572
  nChanged 26
		SP:Iteration 31Q (75612.040000 sec): 3 clusters
  Score: Raw -6020495.288588 + Penalty 5229.116930 = -6015266.171658
  nChanged 13
		SP:Iteration 32Q (75612.560000 sec): 3 clusters
  Score: Raw -6020497.721416 + Penalty 5229.116930 = -6015268.604486
  nChanged 13
		SP:Iteration 33Q (75613.050000 sec): 3 clusters
  Score: Raw -6020500.453959 + Penalty 5229.116930 = -6015271.337029
  nChanged 22
		SP:Iteration 34Q (75613.510000 sec): 3 clusters
  Score: Raw -6020505.286315 + Penalty 5229.116930 = -6015276.169384
  nChanged 19
		SP:Iteration 35Q (75614.030000 sec): 3 clusters
  Score: Raw -6020509.531269 + Penalty 5229.116930 = -6015280.414339
  nChanged 21
		SP:Iteration 36Q (75614.340000 sec): 3 clusters
  Score: Raw -6020513.847906 + Penalty 5229.116930 = -6015284.730976
  nChanged 18
		SP:Iteration 37Q (75614.800000 sec): 3 clusters
  Score: Raw -6020518.481308 + Penalty 5229.116930 = -6015289.364378
  nChanged 18
		SP:Iteration 38Q (75615.260000 sec): 3 clusters
  Score: Raw -6020522.208129 + Penalty 5229.116930 = -6015293.091198
  nChanged 14
		SP:Iteration 39Q (75615.660000 sec): 3 clusters
  Score: Raw -6020524.554356 + Penalty 5229.116930 = -6015295.437426
  nChanged 12
		SP:Iteration 40F (75616.160000 sec): 3 clusters
  Score: Raw -6020526.708844 + Penalty 5229.116930 = -6015297.591913
  nChanged 15
		SP:Iteration 41Q (75616.670000 sec): 3 clusters
  Score: Raw -6020529.273970 + Penalty 5229.116930 = -6015300.157039
  nChanged 9
		SP:Iteration 42Q (75617.130000 sec): 3 clusters
  Score: Raw -6020531.023662 + Penalty 5229.116930 = -6015301.906732
  nChanged 12
		SP:Iteration 43Q (75617.620000 sec): 3 clusters
  Score: Raw -6020534.701870 + Penalty 5229.116930 = -6015305.584940
  nChanged 17
		SP:Iteration 44Q (75618.090000 sec): 3 clusters
  Score: Raw -6020538.684465 + Penalty 5229.116930 = -6015309.567535
  nChanged 14
		SP:Iteration 45Q (75618.500000 sec): 3 clusters
  Score: Raw -6020542.154402 + Penalty 5229.116930 = -6015313.037472
  nChanged 18
		SP:Iteration 46Q (75618.970000 sec): 3 clusters
  Score: Raw -6020546.592166 + Penalty 5229.116930 = -6015317.475236
  nChanged 27
		SP:Iteration 47Q (75619.470000 sec): 3 clusters
  Score: Raw -6020552.319525 + Penalty 5229.116930 = -6015323.202595
  nChanged 24
		SP:Iteration 48Q (75619.980000 sec): 3 clusters
  Score: Raw -6020556.946174 + Penalty 5229.116930 = -6015327.829243
  nChanged 21
		SP:Iteration 49Q (75620.420000 sec): 3 clusters
  Score: Raw -6020561.182502 + Penalty 5229.116930 = -6015332.065572
  nChanged 18
		SP:Iteration 50Q (75620.900000 sec): 3 clusters
  Score: Raw -6020564.904737 + Penalty 5229.116930 = -6015335.787807
  nChanged 13
		SP:Iteration 51Q (75621.410000 sec): 3 clusters
  Score: Raw -6020567.425766 + Penalty 5229.116930 = -6015338.308836
  nChanged 19
		SP:Iteration 52Q (75621.850000 sec): 3 clusters
  Score: Raw -6020571.965434 + Penalty 5229.116930 = -6015342.848504
  nChanged 24
		SP:Iteration 53Q (75622.350000 sec): 3 clusters
  Score: Raw -6020576.603618 + Penalty 5229.116930 = -6015347.486688
  nChanged 11
		SP:Iteration 54Q (75622.810000 sec): 3 clusters
  Score: Raw -6020578.777110 + Penalty 5229.116930 = -6015349.660180
  nChanged 10
		SP:Iteration 55Q (75623.280000 sec): 3 clusters
  Score: Raw -6020580.929312 + Penalty 5229.116930 = -6015351.812382
  nChanged 4
		SP:Iteration 56Q (75623.720000 sec): 3 clusters
  Score: Raw -6020582.064877 + Penalty 5229.116930 = -6015352.947946
  nChanged 5
		SP:Iteration 57Q (75624.160000 sec): 3 clusters
  Score: Raw -6020582.787697 + Penalty 5229.116930 = -6015353.670767
  nChanged 4
		SP:Iteration 58Q (75624.670000 sec): 3 clusters
  Score: Raw -6020583.553236 + Penalty 5229.116930 = -6015354.436306
  nChanged 4
		SP:Iteration 59Q (75625.110000 sec): 3 clusters
  Score: Raw -6020584.184326 + Penalty 5229.116930 = -6015355.067396
  nChanged 4
		SP:Iteration 60F (75625.580000 sec): 3 clusters
  Score: Raw -6020584.829060 + Penalty 5229.116930 = -6015355.712129
  nChanged 3
		SP:Iteration 61Q (75626.040000 sec): 3 clusters
  Score: Raw -6020585.428695 + Penalty 5229.116930 = -6015356.311765
  nChanged 1
		SP:Iteration 62Q (75626.510000 sec): 3 clusters
  Score: Raw -6020585.613137 + Penalty 5229.116930 = -6015356.496207
  nChanged 1
		SP:Iteration 63Q (75626.900000 sec): 3 clusters
  Score: Raw -6020585.750558 + Penalty 5229.116930 = -6015356.633628
  nChanged 0
		SP:Iteration 64F (75627.390000 sec): 3 clusters
  Score: Raw -6020585.750558 + Penalty 5229.116930 = -6015356.633628
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (21051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75627.630000 sec): 2 clusters
  Score: Raw -3307381.519033 + Penalty 2468.766429 = -3304912.752603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75627.970000 sec): 3 clusters
  Score: Raw -3295064.569793 + Penalty 4937.532859 = -3290127.036934
  nChanged 9299
		SP:Iteration 1F (75628.260000 sec): 3 clusters
  Score: Raw -3300256.405663 + Penalty 4937.532859 = -3295318.872805
  nChanged 1132
		SP:Iteration 2F (75628.550000 sec): 3 clusters
  Score: Raw -3300656.301480 + Penalty 4937.532859 = -3295718.768622
  nChanged 919
		SP:Iteration 3Q (75628.850000 sec): 3 clusters
  Score: Raw -3300994.235880 + Penalty 4937.532859 = -3296056.703021
  nChanged 924
		SP:Iteration 4Q (75629.180000 sec): 3 clusters
  Score: Raw -3301371.392185 + Penalty 4937.532859 = -3296433.859326
  nChanged 893
		SP:Iteration 5Q (75629.510000 sec): 3 clusters
  Score: Raw -3301745.702290 + Penalty 4937.532859 = -3296808.169432
  nChanged 906
		SP:Iteration 6Q (75629.850000 sec): 3 clusters
  Score: Raw -3302162.377669 + Penalty 4937.532859 = -3297224.844810
  nChanged 919
		SP:Iteration 7Q (75630.180000 sec): 3 clusters
  Score: Raw -3302640.732732 + Penalty 4937.532859 = -3297703.199873
  nChanged 945
		SP:Iteration 8Q (75630.450000 sec): 3 clusters
  Score: Raw -3303194.755407 + Penalty 4937.532859 = -3298257.222549
  nChanged 987
		SP:Iteration 9Q (75630.740000 sec): 3 clusters
  Score: Raw -3303855.720833 + Penalty 4937.532859 = -3298918.187975
  nChanged 945
		SP:Iteration 10Q (75631.050000 sec): 3 clusters
  Score: Raw -3304508.771027 + Penalty 4937.532859 = -3299571.238169
  nChanged 884
		SP:Iteration 11Q (75631.390000 sec): 3 clusters
  Score: Raw -3305139.754128 + Penalty 4937.532859 = -3300202.221269
  nChanged 793
		SP:Iteration 12Q (75631.710000 sec): 3 clusters
  Score: Raw -3305653.471083 + Penalty 4937.532859 = -3300715.938224
  nChanged 622
		SP:Iteration 13Q (75632.000000 sec): 3 clusters
  Score: Raw -3306030.581770 + Penalty 4937.532859 = -3301093.048911
  nChanged 465
		SP:Iteration 14Q (75632.340000 sec): 3 clusters
  Score: Raw -3306289.935431 + Penalty 4937.532859 = -3301352.402572
  nChanged 380
		SP:Iteration 15Q (75632.630000 sec): 3 clusters
  Score: Raw -3306479.482895 + Penalty 4937.532859 = -3301541.950037
  nChanged 279
		SP:Iteration 16Q (75632.940000 sec): 3 clusters
  Score: Raw -3306624.961556 + Penalty 4937.532859 = -3301687.428698
  nChanged 282
		SP:Iteration 17Q (75633.240000 sec): 3 clusters
  Score: Raw -3306780.598223 + Penalty 4937.532859 = -3301843.065364
  nChanged 245
		SP:Iteration 18Q (75633.600000 sec): 3 clusters
  Score: Raw -3306903.155578 + Penalty 4937.532859 = -3301965.622719
  nChanged 193
		SP:Iteration 19Q (75633.950000 sec): 3 clusters
  Score: Raw -3306984.855959 + Penalty 4937.532859 = -3302047.323101
  nChanged 191
		SP:Iteration 20F (75634.280000 sec): 3 clusters
  Score: Raw -3307048.906855 + Penalty 4937.532859 = -3302111.373997
  nChanged 142
		SP:Iteration 21Q (75634.620000 sec): 3 clusters
  Score: Raw -3307093.810177 + Penalty 4937.532859 = -3302156.277319
  nChanged 128
		SP:Iteration 22Q (75634.950000 sec): 3 clusters
  Score: Raw -3307134.189294 + Penalty 4937.532859 = -3302196.656435
  nChanged 122
		SP:Iteration 23Q (75635.230000 sec): 3 clusters
  Score: Raw -3307165.036025 + Penalty 4937.532859 = -3302227.503167
  nChanged 95
		SP:Iteration 24Q (75635.500000 sec): 3 clusters
  Score: Raw -3307186.734702 + Penalty 4937.532859 = -3302249.201843
  nChanged 87
		SP:Iteration 25Q (75635.850000 sec): 3 clusters
  Score: Raw -3307204.181354 + Penalty 4937.532859 = -3302266.648496
  nChanged 71
		SP:Iteration 26Q (75636.180000 sec): 3 clusters
  Score: Raw -3307215.902841 + Penalty 4937.532859 = -3302278.369983
  nChanged 53
		SP:Iteration 27Q (75636.520000 sec): 3 clusters
  Score: Raw -3307223.307762 + Penalty 4937.532859 = -3302285.774903
  nChanged 33
		SP:Iteration 28Q (75636.860000 sec): 3 clusters
  Score: Raw -3307228.929226 + Penalty 4937.532859 = -3302291.396367
  nChanged 41
		SP:Iteration 29Q (75637.150000 sec): 3 clusters
  Score: Raw -3307234.786240 + Penalty 4937.532859 = -3302297.253382
  nChanged 33
		SP:Iteration 30Q (75637.440000 sec): 3 clusters
  Score: Raw -3307238.679612 + Penalty 4937.532859 = -3302301.146753
  nChanged 26
		SP:Iteration 31Q (75637.790000 sec): 3 clusters
  Score: Raw -3307242.039242 + Penalty 4937.532859 = -3302304.506383
  nChanged 22
		SP:Iteration 32Q (75638.130000 sec): 3 clusters
  Score: Raw -3307245.091102 + Penalty 4937.532859 = -3302307.558244
  nChanged 14
		SP:Iteration 33Q (75638.460000 sec): 3 clusters
  Score: Raw -3307246.714283 + Penalty 4937.532859 = -3302309.181424
  nChanged 10
		SP:Iteration 34Q (75638.810000 sec): 3 clusters
  Score: Raw -3307248.022075 + Penalty 4937.532859 = -3302310.489216
  nChanged 14
		SP:Iteration 35Q (75639.080000 sec): 3 clusters
  Score: Raw -3307249.761731 + Penalty 4937.532859 = -3302312.228873
  nChanged 10
		SP:Iteration 36Q (75639.420000 sec): 3 clusters
  Score: Raw -3307250.759773 + Penalty 4937.532859 = -3302313.226914
  nChanged 7
		SP:Iteration 37Q (75639.730000 sec): 3 clusters
  Score: Raw -3307251.503204 + Penalty 4937.532859 = -3302313.970345
  nChanged 4
		SP:Iteration 38Q (75640.120000 sec): 3 clusters
  Score: Raw -3307251.801194 + Penalty 4937.532859 = -3302314.268335
  nChanged 1
		SP:Iteration 39Q (75640.450000 sec): 3 clusters
  Score: Raw -3307251.853250 + Penalty 4937.532859 = -3302314.320391
  nChanged 0
		SP:Iteration 40F (75640.740000 sec): 3 clusters
  Score: Raw -3307251.853250 + Penalty 4937.532859 = -3302314.320391
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (14588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75640.880000 sec): 2 clusters
  Score: Raw -2183350.843184 + Penalty 2377.812729 = -2180973.030455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75641.210000 sec): 3 clusters
  Score: Raw -2175271.473013 + Penalty 4755.625458 = -2170515.847556
  nChanged 6245
		SP:Iteration 1F (75641.480000 sec): 3 clusters
  Score: Raw -2178786.999613 + Penalty 4755.625458 = -2174031.374155
  nChanged 981
		SP:Iteration 2F (75641.750000 sec): 3 clusters
  Score: Raw -2179320.203654 + Penalty 4755.625458 = -2174564.578196
  nChanged 849
		SP:Iteration 3F (75642.030000 sec): 3 clusters
  Score: Raw -2179823.871540 + Penalty 4755.625458 = -2175068.246082
  nChanged 813
		SP:Iteration 4F (75642.320000 sec): 3 clusters
  Score: Raw -2180281.695237 + Penalty 4755.625458 = -2175526.069779
  nChanged 739
		SP:Iteration 5F (75642.590000 sec): 3 clusters
  Score: Raw -2180683.028940 + Penalty 4755.625458 = -2175927.403482
  nChanged 663
		SP:Iteration 6Q (75642.850000 sec): 3 clusters
  Score: Raw -2181027.718429 + Penalty 4755.625458 = -2176272.092971
  nChanged 603
		SP:Iteration 7Q (75643.130000 sec): 3 clusters
  Score: Raw -2181313.675700 + Penalty 4755.625458 = -2176558.050242
  nChanged 539
		SP:Iteration 8Q (75643.400000 sec): 3 clusters
  Score: Raw -2181543.005942 + Penalty 4755.625458 = -2176787.380485
  nChanged 491
		SP:Iteration 9Q (75643.670000 sec): 3 clusters
  Score: Raw -2181747.951605 + Penalty 4755.625458 = -2176992.326147
  nChanged 479
		SP:Iteration 10Q (75643.950000 sec): 3 clusters
  Score: Raw -2181961.452471 + Penalty 4755.625458 = -2177205.827013
  nChanged 456
		SP:Iteration 11Q (75644.210000 sec): 3 clusters
  Score: Raw -2182166.405944 + Penalty 4755.625458 = -2177410.780486
  nChanged 395
		SP:Iteration 12Q (75644.440000 sec): 3 clusters
  Score: Raw -2182321.801979 + Penalty 4755.625458 = -2177566.176521
  nChanged 333
		SP:Iteration 13Q (75644.690000 sec): 3 clusters
  Score: Raw -2182454.206196 + Penalty 4755.625458 = -2177698.580738
  nChanged 304
		SP:Iteration 14Q (75644.960000 sec): 3 clusters
  Score: Raw -2182568.878806 + Penalty 4755.625458 = -2177813.253348
  nChanged 288
		SP:Iteration 15Q (75645.240000 sec): 3 clusters
  Score: Raw -2182686.651737 + Penalty 4755.625458 = -2177931.026279
  nChanged 291
		SP:Iteration 16Q (75645.520000 sec): 3 clusters
  Score: Raw -2182814.726236 + Penalty 4755.625458 = -2178059.100778
  nChanged 292
		SP:Iteration 17Q (75645.790000 sec): 3 clusters
  Score: Raw -2182938.719699 + Penalty 4755.625458 = -2178183.094241
  nChanged 293
		SP:Iteration 18Q (75646.070000 sec): 3 clusters
  Score: Raw -2183058.446951 + Penalty 4755.625458 = -2178302.821494
  nChanged 260
		SP:Iteration 19Q (75646.350000 sec): 3 clusters
  Score: Raw -2183171.673265 + Penalty 4755.625458 = -2178416.047807
  nChanged 266
		SP:Iteration 20F (75646.590000 sec): 3 clusters
  Score: Raw -2183288.123157 + Penalty 4755.625458 = -2178532.497699
  nChanged 240
		SP:Iteration 21Q (75646.930000 sec): 3 clusters
  Score: Raw -2183401.094329 + Penalty 4755.625458 = -2178645.468871
  nChanged 238
		SP:Iteration 22Q (75647.260000 sec): 3 clusters
  Score: Raw -2183507.838528 + Penalty 4755.625458 = -2178752.213070
  nChanged 208
		SP:Iteration 23Q (75647.520000 sec): 3 clusters
  Score: Raw -2183594.621235 + Penalty 4755.625458 = -2178838.995777
  nChanged 173
		SP:Iteration 24Q (75647.800000 sec): 3 clusters
  Score: Raw -2183662.387754 + Penalty 4755.625458 = -2178906.762296
  nChanged 145
		SP:Iteration 25Q (75648.060000 sec): 3 clusters
  Score: Raw -2183722.729972 + Penalty 4755.625458 = -2178967.104514
  nChanged 136
		SP:Iteration 26Q (75648.320000 sec): 3 clusters
  Score: Raw -2183780.785867 + Penalty 4755.625458 = -2179025.160409
  nChanged 124
		SP:Iteration 27Q (75648.600000 sec): 3 clusters
  Score: Raw -2183829.293365 + Penalty 4755.625458 = -2179073.667907
  nChanged 109
		SP:Iteration 28Q (75648.880000 sec): 3 clusters
  Score: Raw -2183869.438932 + Penalty 4755.625458 = -2179113.813474
  nChanged 88
		SP:Iteration 29Q (75649.180000 sec): 3 clusters
  Score: Raw -2183905.623345 + Penalty 4755.625458 = -2179149.997887
  nChanged 74
		SP:Iteration 30Q (75649.460000 sec): 3 clusters
  Score: Raw -2183934.687418 + Penalty 4755.625458 = -2179179.061960
  nChanged 61
		SP:Iteration 31Q (75649.730000 sec): 3 clusters
  Score: Raw -2183967.043222 + Penalty 4755.625458 = -2179211.417764
  nChanged 56
		SP:Iteration 32Q (75650.040000 sec): 3 clusters
  Score: Raw -2183992.681043 + Penalty 4755.625458 = -2179237.055585
  nChanged 53
		SP:Iteration 33Q (75650.280000 sec): 3 clusters
  Score: Raw -2184019.621289 + Penalty 4755.625458 = -2179263.995832
  nChanged 42
		SP:Iteration 34Q (75650.540000 sec): 3 clusters
  Score: Raw -2184036.896638 + Penalty 4755.625458 = -2179281.271180
  nChanged 49
		SP:Iteration 35Q (75650.830000 sec): 3 clusters
  Score: Raw -2184061.972969 + Penalty 4755.625458 = -2179306.347511
  nChanged 40
		SP:Iteration 36Q (75651.100000 sec): 3 clusters
  Score: Raw -2184083.381776 + Penalty 4755.625458 = -2179327.756318
  nChanged 37
		SP:Iteration 37Q (75651.390000 sec): 3 clusters
  Score: Raw -2184104.965279 + Penalty 4755.625458 = -2179349.339821
  nChanged 38
		SP:Iteration 38Q (75651.680000 sec): 3 clusters
  Score: Raw -2184122.868805 + Penalty 4755.625458 = -2179367.243347
  nChanged 26
		SP:Iteration 39Q (75651.980000 sec): 3 clusters
  Score: Raw -2184133.654973 + Penalty 4755.625458 = -2179378.029515
  nChanged 18
		SP:Iteration 40F (75652.260000 sec): 3 clusters
  Score: Raw -2184140.153315 + Penalty 4755.625458 = -2179384.527857
  nChanged 12
		SP:Iteration 41Q (75652.530000 sec): 3 clusters
  Score: Raw -2184144.282711 + Penalty 4755.625458 = -2179388.657253
  nChanged 9
		SP:Iteration 42Q (75652.800000 sec): 3 clusters
  Score: Raw -2184147.923747 + Penalty 4755.625458 = -2179392.298290
  nChanged 7
		SP:Iteration 43Q (75653.070000 sec): 3 clusters
  Score: Raw -2184149.506557 + Penalty 4755.625458 = -2179393.881099
  nChanged 8
		SP:Iteration 44Q (75653.340000 sec): 3 clusters
  Score: Raw -2184152.314129 + Penalty 4755.625458 = -2179396.688672
  nChanged 10
		SP:Iteration 45Q (75653.620000 sec): 3 clusters
  Score: Raw -2184155.498706 + Penalty 4755.625458 = -2179399.873248
  nChanged 6
		SP:Iteration 46Q (75653.890000 sec): 3 clusters
  Score: Raw -2184156.828343 + Penalty 4755.625458 = -2179401.202885
  nChanged 4
		SP:Iteration 47Q (75654.180000 sec): 3 clusters
  Score: Raw -2184158.204088 + Penalty 4755.625458 = -2179402.578630
  nChanged 4
		SP:Iteration 48Q (75654.430000 sec): 3 clusters
  Score: Raw -2184159.809312 + Penalty 4755.625458 = -2179404.183854
  nChanged 3
		SP:Iteration 49Q (75654.700000 sec): 3 clusters
  Score: Raw -2184161.270045 + Penalty 4755.625458 = -2179405.644587
  nChanged 3
		SP:Iteration 50Q (75654.980000 sec): 3 clusters
  Score: Raw -2184162.226504 + Penalty 4755.625458 = -2179406.601046
  nChanged 4
		SP:Iteration 51Q (75655.250000 sec): 3 clusters
  Score: Raw -2184163.570878 + Penalty 4755.625458 = -2179407.945420
  nChanged 3
		SP:Iteration 52Q (75655.530000 sec): 3 clusters
  Score: Raw -2184164.879941 + Penalty 4755.625458 = -2179409.254483
  nChanged 2
		SP:Iteration 53Q (75655.820000 sec): 3 clusters
  Score: Raw -2184165.549914 + Penalty 4755.625458 = -2179409.924457
  nChanged 0
		SP:Iteration 54F (75656.080000 sec): 3 clusters
  Score: Raw -2184165.549914 + Penalty 4755.625458 = -2179409.924457
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (10303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75656.230000 sec): 2 clusters
  Score: Raw -1588682.312560 + Penalty 2291.567218 = -1586390.745342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75656.490000 sec): 3 clusters
  Score: Raw -1583177.541660 + Penalty 4583.134435 = -1578594.407224
  nChanged 4252
		SP:Iteration 1F (75656.720000 sec): 3 clusters
  Score: Raw -1585435.686898 + Penalty 4583.134435 = -1580852.552463
  nChanged 664
		SP:Iteration 2F (75656.940000 sec): 3 clusters
  Score: Raw -1585738.371422 + Penalty 4583.134435 = -1581155.236987
  nChanged 530
		SP:Iteration 3F (75657.220000 sec): 3 clusters
  Score: Raw -1585976.917626 + Penalty 4583.134435 = -1581393.783190
  nChanged 420
		SP:Iteration 4Q (75657.450000 sec): 3 clusters
  Score: Raw -1586145.564552 + Penalty 4583.134435 = -1581562.430117
  nChanged 372
		SP:Iteration 5Q (75657.700000 sec): 3 clusters
  Score: Raw -1586286.191278 + Penalty 4583.134435 = -1581703.056843
  nChanged 293
		SP:Iteration 6Q (75657.940000 sec): 3 clusters
  Score: Raw -1586384.956944 + Penalty 4583.134435 = -1581801.822508
  nChanged 259
		SP:Iteration 7Q (75658.140000 sec): 3 clusters
  Score: Raw -1586478.540090 + Penalty 4583.134435 = -1581895.405654
  nChanged 260
		SP:Iteration 8Q (75658.360000 sec): 3 clusters
  Score: Raw -1586586.356639 + Penalty 4583.134435 = -1582003.222204
  nChanged 286
		SP:Iteration 9Q (75658.640000 sec): 3 clusters
  Score: Raw -1586705.670808 + Penalty 4583.134435 = -1582122.536372
  nChanged 314
		SP:Iteration 10Q (75658.870000 sec): 3 clusters
  Score: Raw -1586857.850111 + Penalty 4583.134435 = -1582274.715675
  nChanged 307
		SP:Iteration 11Q (75659.150000 sec): 3 clusters
  Score: Raw -1587002.788517 + Penalty 4583.134435 = -1582419.654082
  nChanged 326
		SP:Iteration 12Q (75659.380000 sec): 3 clusters
  Score: Raw -1587164.991363 + Penalty 4583.134435 = -1582581.856927
  nChanged 321
		SP:Iteration 13Q (75659.660000 sec): 3 clusters
  Score: Raw -1587346.649390 + Penalty 4583.134435 = -1582763.514954
  nChanged 320
		SP:Iteration 14Q (75659.950000 sec): 3 clusters
  Score: Raw -1587511.866432 + Penalty 4583.134435 = -1582928.731997
  nChanged 315
		SP:Iteration 15Q (75660.240000 sec): 3 clusters
  Score: Raw -1587689.878038 + Penalty 4583.134435 = -1583106.743602
  nChanged 288
		SP:Iteration 16Q (75660.500000 sec): 3 clusters
  Score: Raw -1587862.762152 + Penalty 4583.134435 = -1583279.627717
  nChanged 280
		SP:Iteration 17Q (75660.670000 sec): 3 clusters
  Score: Raw -1588014.454655 + Penalty 4583.134435 = -1583431.320219
  nChanged 254
		SP:Iteration 18Q (75660.930000 sec): 3 clusters
  Score: Raw -1588148.882810 + Penalty 4583.134435 = -1583565.748375
  nChanged 223
		SP:Iteration 19Q (75661.190000 sec): 3 clusters
  Score: Raw -1588258.988764 + Penalty 4583.134435 = -1583675.854329
  nChanged 184
		SP:Iteration 20F (75661.410000 sec): 3 clusters
  Score: Raw -1588347.235635 + Penalty 4583.134435 = -1583764.101199
  nChanged 158
		SP:Iteration 21Q (75661.680000 sec): 3 clusters
  Score: Raw -1588427.989350 + Penalty 4583.134435 = -1583844.854914
  nChanged 149
		SP:Iteration 22Q (75661.920000 sec): 3 clusters
  Score: Raw -1588506.875217 + Penalty 4583.134435 = -1583923.740781
  nChanged 137
		SP:Iteration 23Q (75662.170000 sec): 3 clusters
  Score: Raw -1588574.096831 + Penalty 4583.134435 = -1583990.962396
  nChanged 110
		SP:Iteration 24Q (75662.350000 sec): 3 clusters
  Score: Raw -1588631.522658 + Penalty 4583.134435 = -1584048.388222
  nChanged 105
		SP:Iteration 25Q (75662.540000 sec): 3 clusters
  Score: Raw -1588689.355397 + Penalty 4583.134435 = -1584106.220961
  nChanged 108
		SP:Iteration 26Q (75662.730000 sec): 3 clusters
  Score: Raw -1588742.693373 + Penalty 4583.134435 = -1584159.558938
  nChanged 90
		SP:Iteration 27Q (75662.920000 sec): 3 clusters
  Score: Raw -1588788.262931 + Penalty 4583.134435 = -1584205.128496
  nChanged 83
		SP:Iteration 28Q (75663.110000 sec): 3 clusters
  Score: Raw -1588830.449774 + Penalty 4583.134435 = -1584247.315338
  nChanged 64
		SP:Iteration 29Q (75663.310000 sec): 3 clusters
  Score: Raw -1588863.044018 + Penalty 4583.134435 = -1584279.909583
  nChanged 53
		SP:Iteration 30Q (75663.500000 sec): 3 clusters
  Score: Raw -1588896.311949 + Penalty 4583.134435 = -1584313.177513
  nChanged 60
		SP:Iteration 31Q (75663.690000 sec): 3 clusters
  Score: Raw -1588934.289573 + Penalty 4583.134435 = -1584351.155138
  nChanged 57
		SP:Iteration 32Q (75663.950000 sec): 3 clusters
  Score: Raw -1588965.098629 + Penalty 4583.134435 = -1584381.964194
  nChanged 61
		SP:Iteration 33Q (75664.110000 sec): 3 clusters
  Score: Raw -1588995.800770 + Penalty 4583.134435 = -1584412.666335
  nChanged 46
		SP:Iteration 34Q (75664.300000 sec): 3 clusters
  Score: Raw -1589013.562104 + Penalty 4583.134435 = -1584430.427669
  nChanged 33
		SP:Iteration 35Q (75664.490000 sec): 3 clusters
  Score: Raw -1589027.980436 + Penalty 4583.134435 = -1584444.846001
  nChanged 27
		SP:Iteration 36Q (75664.680000 sec): 3 clusters
  Score: Raw -1589041.367114 + Penalty 4583.134435 = -1584458.232678
  nChanged 21
		SP:Iteration 37Q (75664.910000 sec): 3 clusters
  Score: Raw -1589050.347591 + Penalty 4583.134435 = -1584467.213156
  nChanged 21
		SP:Iteration 38Q (75665.090000 sec): 3 clusters
  Score: Raw -1589058.888327 + Penalty 4583.134435 = -1584475.753892
  nChanged 17
		SP:Iteration 39Q (75665.310000 sec): 3 clusters
  Score: Raw -1589064.871741 + Penalty 4583.134435 = -1584481.737306
  nChanged 11
		SP:Iteration 40F (75665.520000 sec): 3 clusters
  Score: Raw -1589069.418825 + Penalty 4583.134435 = -1584486.284390
  nChanged 11
		SP:Iteration 41Q (75665.650000 sec): 3 clusters
  Score: Raw -1589073.387869 + Penalty 4583.134435 = -1584490.253434
  nChanged 11
		SP:Iteration 42Q (75665.880000 sec): 3 clusters
  Score: Raw -1589077.736924 + Penalty 4583.134435 = -1584494.602488
  nChanged 13
		SP:Iteration 43Q (75666.070000 sec): 3 clusters
  Score: Raw -1589083.816541 + Penalty 4583.134435 = -1584500.682106
  nChanged 18
		SP:Iteration 44Q (75666.270000 sec): 3 clusters
  Score: Raw -1589094.648002 + Penalty 4583.134435 = -1584511.513566
  nChanged 20
		SP:Iteration 45Q (75666.480000 sec): 3 clusters
  Score: Raw -1589102.360585 + Penalty 4583.134435 = -1584519.226149
  nChanged 14
		SP:Iteration 46Q (75666.680000 sec): 3 clusters
  Score: Raw -1589108.662064 + Penalty 4583.134435 = -1584525.527628
  nChanged 8
		SP:Iteration 47Q (75666.910000 sec): 3 clusters
  Score: Raw -1589112.767856 + Penalty 4583.134435 = -1584529.633421
  nChanged 13
		SP:Iteration 48Q (75667.050000 sec): 3 clusters
  Score: Raw -1589118.451834 + Penalty 4583.134435 = -1584535.317399
  nChanged 6
		SP:Iteration 49Q (75667.270000 sec): 3 clusters
  Score: Raw -1589120.585136 + Penalty 4583.134435 = -1584537.450700
  nChanged 5
		SP:Iteration 50Q (75667.480000 sec): 3 clusters
  Score: Raw -1589122.750279 + Penalty 4583.134435 = -1584539.615843
  nChanged 2
		SP:Iteration 51Q (75667.700000 sec): 3 clusters
  Score: Raw -1589123.968685 + Penalty 4583.134435 = -1584540.834250
  nChanged 5
		SP:Iteration 52Q (75667.840000 sec): 3 clusters
  Score: Raw -1589125.459514 + Penalty 4583.134435 = -1584542.325078
  nChanged 5
		SP:Iteration 53Q (75668.060000 sec): 3 clusters
  Score: Raw -1589126.934317 + Penalty 4583.134435 = -1584543.799882
  nChanged 1
		SP:Iteration 54Q (75668.270000 sec): 3 clusters
  Score: Raw -1589127.502079 + Penalty 4583.134435 = -1584544.367644
  nChanged 2
		SP:Iteration 55Q (75668.490000 sec): 3 clusters
  Score: Raw -1589128.401288 + Penalty 4583.134435 = -1584545.266852
  nChanged 3
		SP:Iteration 56Q (75668.720000 sec): 3 clusters
  Score: Raw -1589129.465307 + Penalty 4583.134435 = -1584546.330872
  nChanged 2
		SP:Iteration 57Q (75668.920000 sec): 3 clusters
  Score: Raw -1589131.516720 + Penalty 4583.134435 = -1584548.382285
  nChanged 3
		SP:Iteration 58Q (75669.160000 sec): 3 clusters
  Score: Raw -1589132.343958 + Penalty 4583.134435 = -1584549.209523
  nChanged 1
		SP:Iteration 59Q (75669.340000 sec): 3 clusters
  Score: Raw -1589132.495855 + Penalty 4583.134435 = -1584549.361420
  nChanged 0
		SP:Iteration 60F (75669.590000 sec): 3 clusters
  Score: Raw -1589132.495855 + Penalty 4583.134435 = -1584549.361420
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (3914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75669.670000 sec): 2 clusters
  Score: Raw -573752.752507 + Penalty 2051.534157 = -571701.218350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75669.810000 sec): 3 clusters
  Score: Raw -572044.586063 + Penalty 4103.068313 = -567941.517749
  nChanged 1454
		SP:Iteration 1F (75669.970000 sec): 3 clusters
  Score: Raw -572989.566541 + Penalty 4103.068313 = -568886.498228
  nChanged 341
		SP:Iteration 2F (75670.140000 sec): 3 clusters
  Score: Raw -573252.847054 + Penalty 4103.068313 = -569149.778740
  nChanged 226
		SP:Iteration 3F (75670.290000 sec): 3 clusters
  Score: Raw -573418.011541 + Penalty 4103.068313 = -569314.943228
  nChanged 173
		SP:Iteration 4Q (75670.370000 sec): 3 clusters
  Score: Raw -573550.693717 + Penalty 4103.068313 = -569447.625403
  nChanged 157
		SP:Iteration 5Q (75670.480000 sec): 3 clusters
  Score: Raw -573661.148757 + Penalty 4103.068313 = -569558.080444
  nChanged 118
		SP:Iteration 6Q (75670.630000 sec): 3 clusters
  Score: Raw -573741.807355 + Penalty 4103.068313 = -569638.739042
  nChanged 110
		SP:Iteration 7Q (75670.720000 sec): 3 clusters
  Score: Raw -573822.681022 + Penalty 4103.068313 = -569719.612709
  nChanged 105
		SP:Iteration 8Q (75670.870000 sec): 3 clusters
  Score: Raw -573894.416119 + Penalty 4103.068313 = -569791.347805
  nChanged 102
		SP:Iteration 9Q (75671.010000 sec): 3 clusters
  Score: Raw -573972.234565 + Penalty 4103.068313 = -569869.166251
  nChanged 97
		SP:Iteration 10Q (75671.170000 sec): 3 clusters
  Score: Raw -574043.279148 + Penalty 4103.068313 = -569940.210834
  nChanged 84
		SP:Iteration 11Q (75671.370000 sec): 3 clusters
  Score: Raw -574103.810784 + Penalty 4103.068313 = -570000.742471
  nChanged 80
		SP:Iteration 12Q (75671.510000 sec): 3 clusters
  Score: Raw -574154.746124 + Penalty 4103.068313 = -570051.677810
  nChanged 63
		SP:Iteration 13Q (75671.680000 sec): 3 clusters
  Score: Raw -574186.303364 + Penalty 4103.068313 = -570083.235051
  nChanged 51
		SP:Iteration 14Q (75671.860000 sec): 3 clusters
  Score: Raw -574205.585269 + Penalty 4103.068313 = -570102.516955
  nChanged 33
		SP:Iteration 15Q (75672.030000 sec): 3 clusters
  Score: Raw -574223.272120 + Penalty 4103.068313 = -570120.203807
  nChanged 37
		SP:Iteration 16Q (75672.170000 sec): 3 clusters
  Score: Raw -574243.663359 + Penalty 4103.068313 = -570140.595045
  nChanged 40
		SP:Iteration 17Q (75672.330000 sec): 3 clusters
  Score: Raw -574268.481487 + Penalty 4103.068313 = -570165.413173
  nChanged 35
		SP:Iteration 18Q (75672.480000 sec): 3 clusters
  Score: Raw -574288.705594 + Penalty 4103.068313 = -570185.637281
  nChanged 41
		SP:Iteration 19Q (75672.640000 sec): 3 clusters
  Score: Raw -574309.618910 + Penalty 4103.068313 = -570206.550597
  nChanged 34
		SP:Iteration 20F (75672.810000 sec): 3 clusters
  Score: Raw -574325.697569 + Penalty 4103.068313 = -570222.629256
  nChanged 26
		SP:Iteration 21Q (75672.950000 sec): 3 clusters
  Score: Raw -574343.895258 + Penalty 4103.068313 = -570240.826945
  nChanged 28
		SP:Iteration 22Q (75673.060000 sec): 3 clusters
  Score: Raw -574363.639805 + Penalty 4103.068313 = -570260.571492
  nChanged 39
		SP:Iteration 23Q (75673.210000 sec): 3 clusters
  Score: Raw -574392.163931 + Penalty 4103.068313 = -570289.095618
  nChanged 37
		SP:Iteration 24Q (75673.340000 sec): 3 clusters
  Score: Raw -574420.847506 + Penalty 4103.068313 = -570317.779193
  nChanged 40
		SP:Iteration 25Q (75673.530000 sec): 3 clusters
  Score: Raw -574445.825394 + Penalty 4103.068313 = -570342.757081
  nChanged 36
		SP:Iteration 26Q (75673.700000 sec): 3 clusters
  Score: Raw -574467.940028 + Penalty 4103.068313 = -570364.871714
  nChanged 43
		SP:Iteration 27Q (75673.870000 sec): 3 clusters
  Score: Raw -574493.063877 + Penalty 4103.068313 = -570389.995564
  nChanged 37
		SP:Iteration 28Q (75674.020000 sec): 3 clusters
  Score: Raw -574513.261724 + Penalty 4103.068313 = -570410.193411
  nChanged 39
		SP:Iteration 29Q (75674.160000 sec): 3 clusters
  Score: Raw -574537.174524 + Penalty 4103.068313 = -570434.106210
  nChanged 45
		SP:Iteration 30Q (75674.340000 sec): 3 clusters
  Score: Raw -574568.456786 + Penalty 4103.068313 = -570465.388472
  nChanged 49
		SP:Iteration 31Q (75674.490000 sec): 3 clusters
  Score: Raw -574601.250435 + Penalty 4103.068313 = -570498.182121
  nChanged 49
		SP:Iteration 32Q (75674.660000 sec): 3 clusters
  Score: Raw -574631.203781 + Penalty 4103.068313 = -570528.135468
  nChanged 40
		SP:Iteration 33Q (75674.880000 sec): 3 clusters
  Score: Raw -574652.305539 + Penalty 4103.068313 = -570549.237226
  nChanged 35
		SP:Iteration 34Q (75674.990000 sec): 3 clusters
  Score: Raw -574670.513563 + Penalty 4103.068313 = -570567.445250
  nChanged 37
		SP:Iteration 35Q (75675.130000 sec): 3 clusters
  Score: Raw -574694.884215 + Penalty 4103.068313 = -570591.815902
  nChanged 43
		SP:Iteration 36Q (75675.290000 sec): 3 clusters
  Score: Raw -574720.805450 + Penalty 4103.068313 = -570617.737137
  nChanged 31
		SP:Iteration 37Q (75675.430000 sec): 3 clusters
  Score: Raw -574736.983126 + Penalty 4103.068313 = -570633.914812
  nChanged 25
		SP:Iteration 38Q (75675.580000 sec): 3 clusters
  Score: Raw -574748.788574 + Penalty 4103.068313 = -570645.720261
  nChanged 17
		SP:Iteration 39Q (75675.740000 sec): 3 clusters
  Score: Raw -574756.910103 + Penalty 4103.068313 = -570653.841790
  nChanged 18
		SP:Iteration 40F (75675.880000 sec): 3 clusters
  Score: Raw -574770.656545 + Penalty 4103.068313 = -570667.588232
  nChanged 14
		SP:Iteration 41Q (75676.060000 sec): 3 clusters
  Score: Raw -574778.048142 + Penalty 4103.068313 = -570674.979829
  nChanged 19
		SP:Iteration 42Q (75676.270000 sec): 3 clusters
  Score: Raw -574786.693853 + Penalty 4103.068313 = -570683.625540
  nChanged 15
		SP:Iteration 43Q (75676.410000 sec): 3 clusters
  Score: Raw -574791.786060 + Penalty 4103.068313 = -570688.717747
  nChanged 12
		SP:Iteration 44Q (75676.560000 sec): 3 clusters
  Score: Raw -574799.031743 + Penalty 4103.068313 = -570695.963430
  nChanged 16
		SP:Iteration 45Q (75676.710000 sec): 3 clusters
  Score: Raw -574809.125022 + Penalty 4103.068313 = -570706.056709
  nChanged 17
		SP:Iteration 46Q (75676.860000 sec): 3 clusters
  Score: Raw -574816.438962 + Penalty 4103.068313 = -570713.370648
  nChanged 15
		SP:Iteration 47Q (75677.030000 sec): 3 clusters
  Score: Raw -574821.952914 + Penalty 4103.068313 = -570718.884601
  nChanged 9
		SP:Iteration 48Q (75677.150000 sec): 3 clusters
  Score: Raw -574825.258138 + Penalty 4103.068313 = -570722.189825
  nChanged 10
		SP:Iteration 49Q (75677.300000 sec): 3 clusters
  Score: Raw -574829.679384 + Penalty 4103.068313 = -570726.611071
  nChanged 6
		SP:Iteration 50Q (75677.440000 sec): 3 clusters
  Score: Raw -574832.751093 + Penalty 4103.068313 = -570729.682779
  nChanged 8
		SP:Iteration 51Q (75677.560000 sec): 3 clusters
  Score: Raw -574835.948363 + Penalty 4103.068313 = -570732.880050
  nChanged 5
		SP:Iteration 52Q (75677.690000 sec): 3 clusters
  Score: Raw -574838.199606 + Penalty 4103.068313 = -570735.131293
  nChanged 6
		SP:Iteration 53Q (75677.870000 sec): 3 clusters
  Score: Raw -574841.032523 + Penalty 4103.068313 = -570737.964210
  nChanged 6
		SP:Iteration 54Q (75678.040000 sec): 3 clusters
  Score: Raw -574843.500961 + Penalty 4103.068313 = -570740.432647
  nChanged 5
		SP:Iteration 55Q (75678.190000 sec): 3 clusters
  Score: Raw -574845.272248 + Penalty 4103.068313 = -570742.203935
  nChanged 2
		SP:Iteration 56Q (75678.340000 sec): 3 clusters
  Score: Raw -574845.938487 + Penalty 4103.068313 = -570742.870174
  nChanged 2
		SP:Iteration 57Q (75678.510000 sec): 3 clusters
  Score: Raw -574846.186577 + Penalty 4103.068313 = -570743.118264
  nChanged 0
		SP:Iteration 58F (75678.670000 sec): 3 clusters
  Score: Raw -574846.186577 + Penalty 4103.068313 = -570743.118264
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (76023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75679.110000 sec): 2 clusters
  Score: Raw -12335118.145056 + Penalty 2787.220219 = -12332330.924837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75679.880000 sec): 3 clusters
  Score: Raw -12286976.631166 + Penalty 5574.440438 = -12281402.190728
  nChanged 35671
		SP:Iteration 1F (75680.560000 sec): 3 clusters
  Score: Raw -12307654.832229 + Penalty 5574.440438 = -12302080.391791
  nChanged 3230
		SP:Iteration 2Q (75681.310000 sec): 3 clusters
  Score: Raw -12308829.445551 + Penalty 5574.440438 = -12303255.005113
  nChanged 3567
		SP:Iteration 3Q (75682.060000 sec): 3 clusters
  Score: Raw -12310503.499506 + Penalty 5574.440438 = -12304929.059068
  nChanged 4057
		SP:Iteration 4F (75682.720000 sec): 3 clusters
  Score: Raw -12312803.094007 + Penalty 5574.440438 = -12307228.653570
  nChanged 4538
		SP:Iteration 5F (75683.440000 sec): 3 clusters
  Score: Raw -12315698.618579 + Penalty 5574.440438 = -12310124.178141
  nChanged 4719
		SP:Iteration 6F (75684.130000 sec): 3 clusters
  Score: Raw -12319041.733059 + Penalty 5574.440438 = -12313467.292621
  nChanged 4728
		SP:Iteration 7F (75684.830000 sec): 3 clusters
  Score: Raw -12322750.226160 + Penalty 5574.440438 = -12317175.785723
  nChanged 4243
		SP:Iteration 8F (75685.560000 sec): 3 clusters
  Score: Raw -12326146.303381 + Penalty 5574.440438 = -12320571.862943
  nChanged 3384
		SP:Iteration 9Q (75686.310000 sec): 3 clusters
  Score: Raw -12328814.997914 + Penalty 5574.440438 = -12323240.557476
  nChanged 2592
		SP:Iteration 10Q (75687.000000 sec): 3 clusters
  Score: Raw -12330805.474806 + Penalty 5574.440438 = -12325231.034368
  nChanged 1856
		SP:Iteration 11Q (75687.670000 sec): 3 clusters
  Score: Raw -12332177.924487 + Penalty 5574.440438 = -12326603.484049
  nChanged 1341
		SP:Iteration 12Q (75688.370000 sec): 3 clusters
  Score: Raw -12333161.013259 + Penalty 5574.440438 = -12327586.572821
  nChanged 1007
		SP:Iteration 13Q (75689.050000 sec): 3 clusters
  Score: Raw -12333889.898106 + Penalty 5574.440438 = -12328315.457668
  nChanged 752
		SP:Iteration 14Q (75689.730000 sec): 3 clusters
  Score: Raw -12334430.469111 + Penalty 5574.440438 = -12328856.028673
  nChanged 550
		SP:Iteration 15Q (75690.380000 sec): 3 clusters
  Score: Raw -12334794.145400 + Penalty 5574.440438 = -12329219.704962
  nChanged 422
		SP:Iteration 16Q (75691.040000 sec): 3 clusters
  Score: Raw -12335019.852594 + Penalty 5574.440438 = -12329445.412157
  nChanged 305
		SP:Iteration 17Q (75691.740000 sec): 3 clusters
  Score: Raw -12335156.190942 + Penalty 5574.440438 = -12329581.750505
  nChanged 227
		SP:Iteration 18Q (75692.350000 sec): 3 clusters
  Score: Raw -12335250.566198 + Penalty 5574.440438 = -12329676.125761
  nChanged 194
		SP:Iteration 19Q (75692.970000 sec): 3 clusters
  Score: Raw -12335329.213646 + Penalty 5574.440438 = -12329754.773208
  nChanged 161
		SP:Iteration 20F (75693.650000 sec): 3 clusters
  Score: Raw -12335400.926010 + Penalty 5574.440438 = -12329826.485573
  nChanged 132
		SP:Iteration 21Q (75694.280000 sec): 3 clusters
  Score: Raw -12335453.870655 + Penalty 5574.440438 = -12329879.430217
  nChanged 113
		SP:Iteration 22Q (75694.950000 sec): 3 clusters
  Score: Raw -12335498.534814 + Penalty 5574.440438 = -12329924.094377
  nChanged 86
		SP:Iteration 23Q (75695.640000 sec): 3 clusters
  Score: Raw -12335533.411257 + Penalty 5574.440438 = -12329958.970819
  nChanged 84
		SP:Iteration 24Q (75696.350000 sec): 3 clusters
  Score: Raw -12335565.875053 + Penalty 5574.440438 = -12329991.434615
  nChanged 64
		SP:Iteration 25Q (75697.010000 sec): 3 clusters
  Score: Raw -12335588.821202 + Penalty 5574.440438 = -12330014.380764
  nChanged 44
		SP:Iteration 26Q (75697.730000 sec): 3 clusters
  Score: Raw -12335604.150019 + Penalty 5574.440438 = -12330029.709581
  nChanged 42
		SP:Iteration 27Q (75698.410000 sec): 3 clusters
  Score: Raw -12335617.679784 + Penalty 5574.440438 = -12330043.239346
  nChanged 24
		SP:Iteration 28Q (75699.120000 sec): 3 clusters
  Score: Raw -12335624.873820 + Penalty 5574.440438 = -12330050.433383
  nChanged 14
		SP:Iteration 29Q (75699.780000 sec): 3 clusters
  Score: Raw -12335629.446950 + Penalty 5574.440438 = -12330055.006513
  nChanged 17
		SP:Iteration 30Q (75700.450000 sec): 3 clusters
  Score: Raw -12335635.388634 + Penalty 5574.440438 = -12330060.948196
  nChanged 15
		SP:Iteration 31Q (75701.120000 sec): 3 clusters
  Score: Raw -12335639.562174 + Penalty 5574.440438 = -12330065.121737
  nChanged 15
		SP:Iteration 32Q (75701.840000 sec): 3 clusters
  Score: Raw -12335643.889580 + Penalty 5574.440438 = -12330069.449143
  nChanged 11
		SP:Iteration 33Q (75702.600000 sec): 3 clusters
  Score: Raw -12335646.213416 + Penalty 5574.440438 = -12330071.772978
  nChanged 12
		SP:Iteration 34Q (75703.260000 sec): 3 clusters
  Score: Raw -12335649.746282 + Penalty 5574.440438 = -12330075.305845
  nChanged 14
		SP:Iteration 35Q (75703.880000 sec): 3 clusters
  Score: Raw -12335654.190117 + Penalty 5574.440438 = -12330079.749679
  nChanged 16
		SP:Iteration 36Q (75704.540000 sec): 3 clusters
  Score: Raw -12335658.417641 + Penalty 5574.440438 = -12330083.977203
  nChanged 14
		SP:Iteration 37Q (75705.140000 sec): 3 clusters
  Score: Raw -12335664.613871 + Penalty 5574.440438 = -12330090.173433
  nChanged 20
		SP:Iteration 38Q (75705.880000 sec): 3 clusters
  Score: Raw -12335670.958023 + Penalty 5574.440438 = -12330096.517585
  nChanged 15
		SP:Iteration 39Q (75706.490000 sec): 3 clusters
  Score: Raw -12335677.017777 + Penalty 5574.440438 = -12330102.577340
  nChanged 12
		SP:Iteration 40F (75707.180000 sec): 3 clusters
  Score: Raw -12335680.668367 + Penalty 5574.440438 = -12330106.227930
  nChanged 11
		SP:Iteration 41Q (75707.800000 sec): 3 clusters
  Score: Raw -12335683.236955 + Penalty 5574.440438 = -12330108.796518
  nChanged 8
		SP:Iteration 42Q (75708.480000 sec): 3 clusters
  Score: Raw -12335685.759545 + Penalty 5574.440438 = -12330111.319107
  nChanged 11
		SP:Iteration 43Q (75709.160000 sec): 3 clusters
  Score: Raw -12335689.171698 + Penalty 5574.440438 = -12330114.731260
  nChanged 10
		SP:Iteration 44Q (75709.880000 sec): 3 clusters
  Score: Raw -12335691.719544 + Penalty 5574.440438 = -12330117.279106
  nChanged 6
		SP:Iteration 45Q (75710.460000 sec): 3 clusters
  Score: Raw -12335694.311028 + Penalty 5574.440438 = -12330119.870590
  nChanged 12
		SP:Iteration 46Q (75711.110000 sec): 3 clusters
  Score: Raw -12335696.994609 + Penalty 5574.440438 = -12330122.554172
  nChanged 4
		SP:Iteration 47Q (75711.790000 sec): 3 clusters
  Score: Raw -12335698.224792 + Penalty 5574.440438 = -12330123.784354
  nChanged 6
		SP:Iteration 48Q (75712.390000 sec): 3 clusters
  Score: Raw -12335699.701433 + Penalty 5574.440438 = -12330125.260996
  nChanged 6
		SP:Iteration 49Q (75713.040000 sec): 3 clusters
  Score: Raw -12335701.306546 + Penalty 5574.440438 = -12330126.866109
  nChanged 4
		SP:Iteration 50Q (75713.720000 sec): 3 clusters
  Score: Raw -12335702.594554 + Penalty 5574.440438 = -12330128.154116
  nChanged 6
		SP:Iteration 51Q (75714.410000 sec): 3 clusters
  Score: Raw -12335704.281196 + Penalty 5574.440438 = -12330129.840758
  nChanged 4
		SP:Iteration 52Q (75715.090000 sec): 3 clusters
  Score: Raw -12335705.255823 + Penalty 5574.440438 = -12330130.815385
  nChanged 2
		SP:Iteration 53Q (75715.770000 sec): 3 clusters
  Score: Raw -12335705.683847 + Penalty 5574.440438 = -12330131.243409
  nChanged 1
		SP:Iteration 54Q (75716.470000 sec): 3 clusters
  Score: Raw -12335705.996288 + Penalty 5574.440438 = -12330131.555850
  nChanged 1
		SP:Iteration 55Q (75717.120000 sec): 3 clusters
  Score: Raw -12335706.464839 + Penalty 5574.440438 = -12330132.024402
  nChanged 1
		SP:Iteration 56Q (75717.820000 sec): 3 clusters
  Score: Raw -12335706.625300 + Penalty 5574.440438 = -12330132.184862
  nChanged 3
		SP:Iteration 57Q (75718.480000 sec): 3 clusters
  Score: Raw -12335707.936225 + Penalty 5574.440438 = -12330133.495787
  nChanged 4
		SP:Iteration 58Q (75719.140000 sec): 3 clusters
  Score: Raw -12335708.753137 + Penalty 5574.440438 = -12330134.312699
  nChanged 0
		SP:Iteration 59F (75719.860000 sec): 3 clusters
  Score: Raw -12335708.753137 + Penalty 5574.440438 = -12330134.312699
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (4527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75719.970000 sec): 2 clusters
  Score: Raw -700082.366100 + Penalty 2087.618057 = -697994.748042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75720.130000 sec): 3 clusters
  Score: Raw -697954.606419 + Penalty 4175.236115 = -693779.370305
  nChanged 1687
		SP:Iteration 1F (75720.260000 sec): 3 clusters
  Score: Raw -698889.913528 + Penalty 4175.236115 = -694714.677413
  nChanged 317
		SP:Iteration 2F (75720.450000 sec): 3 clusters
  Score: Raw -699097.937178 + Penalty 4175.236115 = -694922.701063
  nChanged 221
		SP:Iteration 3Q (75720.630000 sec): 3 clusters
  Score: Raw -699246.385700 + Penalty 4175.236115 = -695071.149585
  nChanged 197
		SP:Iteration 4Q (75720.790000 sec): 3 clusters
  Score: Raw -699370.389512 + Penalty 4175.236115 = -695195.153397
  nChanged 154
		SP:Iteration 5Q (75720.940000 sec): 3 clusters
  Score: Raw -699473.234558 + Penalty 4175.236115 = -695297.998443
  nChanged 134
		SP:Iteration 6Q (75721.120000 sec): 3 clusters
  Score: Raw -699580.217484 + Penalty 4175.236115 = -695404.981369
  nChanged 134
		SP:Iteration 7Q (75721.250000 sec): 3 clusters
  Score: Raw -699692.346269 + Penalty 4175.236115 = -695517.110155
  nChanged 133
		SP:Iteration 8Q (75721.470000 sec): 3 clusters
  Score: Raw -699808.613339 + Penalty 4175.236115 = -695633.377224
  nChanged 144
		SP:Iteration 9Q (75721.610000 sec): 3 clusters
  Score: Raw -699921.771543 + Penalty 4175.236115 = -695746.535428
  nChanged 140
		SP:Iteration 10Q (75721.780000 sec): 3 clusters
  Score: Raw -700023.774336 + Penalty 4175.236115 = -695848.538221
  nChanged 140
		SP:Iteration 11Q (75721.930000 sec): 3 clusters
  Score: Raw -700132.260832 + Penalty 4175.236115 = -695957.024718
  nChanged 141
		SP:Iteration 12Q (75722.120000 sec): 3 clusters
  Score: Raw -700242.827280 + Penalty 4175.236115 = -696067.591165
  nChanged 140
		SP:Iteration 13Q (75722.260000 sec): 3 clusters
  Score: Raw -700375.325518 + Penalty 4175.236115 = -696200.089403
  nChanged 145
		SP:Iteration 14Q (75722.430000 sec): 3 clusters
  Score: Raw -700493.387912 + Penalty 4175.236115 = -696318.151797
  nChanged 127
		SP:Iteration 15Q (75722.590000 sec): 3 clusters
  Score: Raw -700580.165036 + Penalty 4175.236115 = -696404.928921
  nChanged 106
		SP:Iteration 16Q (75722.780000 sec): 3 clusters
  Score: Raw -700643.503233 + Penalty 4175.236115 = -696468.267118
  nChanged 101
		SP:Iteration 17Q (75722.950000 sec): 3 clusters
  Score: Raw -700705.417398 + Penalty 4175.236115 = -696530.181283
  nChanged 84
		SP:Iteration 18Q (75723.140000 sec): 3 clusters
  Score: Raw -700774.706074 + Penalty 4175.236115 = -696599.469959
  nChanged 91
		SP:Iteration 19Q (75723.270000 sec): 3 clusters
  Score: Raw -700843.650947 + Penalty 4175.236115 = -696668.414833
  nChanged 70
		SP:Iteration 20F (75723.510000 sec): 3 clusters
  Score: Raw -700895.221414 + Penalty 4175.236115 = -696719.985299
  nChanged 74
		SP:Iteration 21Q (75723.670000 sec): 3 clusters
  Score: Raw -700952.225649 + Penalty 4175.236115 = -696776.989534
  nChanged 73
		SP:Iteration 22Q (75723.830000 sec): 3 clusters
  Score: Raw -700996.526829 + Penalty 4175.236115 = -696821.290714
  nChanged 61
		SP:Iteration 23Q (75724.010000 sec): 3 clusters
  Score: Raw -701034.236240 + Penalty 4175.236115 = -696859.000125
  nChanged 49
		SP:Iteration 24Q (75724.160000 sec): 3 clusters
  Score: Raw -701059.571275 + Penalty 4175.236115 = -696884.335160
  nChanged 40
		SP:Iteration 25Q (75724.320000 sec): 3 clusters
  Score: Raw -701080.673904 + Penalty 4175.236115 = -696905.437789
  nChanged 34
		SP:Iteration 26Q (75724.470000 sec): 3 clusters
  Score: Raw -701098.784058 + Penalty 4175.236115 = -696923.547943
  nChanged 28
		SP:Iteration 27Q (75724.670000 sec): 3 clusters
  Score: Raw -701112.497438 + Penalty 4175.236115 = -696937.261323
  nChanged 23
		SP:Iteration 28Q (75724.770000 sec): 3 clusters
  Score: Raw -701124.433280 + Penalty 4175.236115 = -696949.197166
  nChanged 23
		SP:Iteration 29Q (75724.950000 sec): 3 clusters
  Score: Raw -701136.853998 + Penalty 4175.236115 = -696961.617883
  nChanged 20
		SP:Iteration 30Q (75725.120000 sec): 3 clusters
  Score: Raw -701152.561730 + Penalty 4175.236115 = -696977.325616
  nChanged 22
		SP:Iteration 31Q (75725.310000 sec): 3 clusters
  Score: Raw -701164.568233 + Penalty 4175.236115 = -696989.332118
  nChanged 19
		SP:Iteration 32Q (75725.470000 sec): 3 clusters
  Score: Raw -701175.939350 + Penalty 4175.236115 = -697000.703235
  nChanged 27
		SP:Iteration 33Q (75725.630000 sec): 3 clusters
  Score: Raw -701194.580709 + Penalty 4175.236115 = -697019.344594
  nChanged 22
		SP:Iteration 34Q (75725.790000 sec): 3 clusters
  Score: Raw -701205.824506 + Penalty 4175.236115 = -697030.588391
  nChanged 23
		SP:Iteration 35Q (75725.930000 sec): 3 clusters
  Score: Raw -701215.880045 + Penalty 4175.236115 = -697040.643930
  nChanged 14
		SP:Iteration 36Q (75726.130000 sec): 3 clusters
  Score: Raw -701221.801433 + Penalty 4175.236115 = -697046.565319
  nChanged 9
		SP:Iteration 37Q (75726.290000 sec): 3 clusters
  Score: Raw -701224.888222 + Penalty 4175.236115 = -697049.652108
  nChanged 4
		SP:Iteration 38Q (75726.420000 sec): 3 clusters
  Score: Raw -701226.231310 + Penalty 4175.236115 = -697050.995195
  nChanged 1
		SP:Iteration 39Q (75726.580000 sec): 3 clusters
  Score: Raw -701226.663940 + Penalty 4175.236115 = -697051.427825
  nChanged 1
		SP:Iteration 40F (75726.710000 sec): 3 clusters
  Score: Raw -701226.802285 + Penalty 4175.236115 = -697051.566171
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (6510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75726.800000 sec): 2 clusters
  Score: Raw -1051021.681542 + Penalty 2177.711494 = -1048843.970048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75726.970000 sec): 3 clusters
  Score: Raw -1047737.219031 + Penalty 4355.422989 = -1043381.796042
  nChanged 2551
		SP:Iteration 1F (75727.100000 sec): 3 clusters
  Score: Raw -1049063.576010 + Penalty 4355.422989 = -1044708.153021
  nChanged 452
		SP:Iteration 2F (75727.240000 sec): 3 clusters
  Score: Raw -1049282.825233 + Penalty 4355.422989 = -1044927.402244
  nChanged 324
		SP:Iteration 3Q (75727.450000 sec): 3 clusters
  Score: Raw -1049429.153436 + Penalty 4355.422989 = -1045073.730447
  nChanged 224
		SP:Iteration 4Q (75727.620000 sec): 3 clusters
  Score: Raw -1049515.007821 + Penalty 4355.422989 = -1045159.584833
  nChanged 176
		SP:Iteration 5Q (75727.810000 sec): 3 clusters
  Score: Raw -1049588.657990 + Penalty 4355.422989 = -1045233.235002
  nChanged 167
		SP:Iteration 6Q (75727.970000 sec): 3 clusters
  Score: Raw -1049662.111510 + Penalty 4355.422989 = -1045306.688522
  nChanged 166
		SP:Iteration 7Q (75728.150000 sec): 3 clusters
  Score: Raw -1049740.486045 + Penalty 4355.422989 = -1045385.063056
  nChanged 151
		SP:Iteration 8Q (75728.340000 sec): 3 clusters
  Score: Raw -1049799.350758 + Penalty 4355.422989 = -1045443.927769
  nChanged 120
		SP:Iteration 9Q (75728.540000 sec): 3 clusters
  Score: Raw -1049847.212894 + Penalty 4355.422989 = -1045491.789906
  nChanged 112
		SP:Iteration 10Q (75728.680000 sec): 3 clusters
  Score: Raw -1049896.209689 + Penalty 4355.422989 = -1045540.786700
  nChanged 116
		SP:Iteration 11Q (75728.890000 sec): 3 clusters
  Score: Raw -1049946.280144 + Penalty 4355.422989 = -1045590.857155
  nChanged 127
		SP:Iteration 12Q (75729.020000 sec): 3 clusters
  Score: Raw -1050009.330278 + Penalty 4355.422989 = -1045653.907289
  nChanged 141
		SP:Iteration 13Q (75729.170000 sec): 3 clusters
  Score: Raw -1050072.746138 + Penalty 4355.422989 = -1045717.323150
  nChanged 137
		SP:Iteration 14Q (75729.320000 sec): 3 clusters
  Score: Raw -1050143.483759 + Penalty 4355.422989 = -1045788.060770
  nChanged 170
		SP:Iteration 15Q (75729.510000 sec): 3 clusters
  Score: Raw -1050237.347486 + Penalty 4355.422989 = -1045881.924498
  nChanged 160
		SP:Iteration 16Q (75729.750000 sec): 3 clusters
  Score: Raw -1050330.846086 + Penalty 4355.422989 = -1045975.423098
  nChanged 188
		SP:Iteration 17Q (75729.860000 sec): 3 clusters
  Score: Raw -1050469.849149 + Penalty 4355.422989 = -1046114.426160
  nChanged 227
		SP:Iteration 18Q (75730.080000 sec): 3 clusters
  Score: Raw -1050660.015167 + Penalty 4355.422989 = -1046304.592178
  nChanged 229
		SP:Iteration 19Q (75730.250000 sec): 3 clusters
  Score: Raw -1050837.464533 + Penalty 4355.422989 = -1046482.041544
  nChanged 237
		SP:Iteration 20F (75730.450000 sec): 3 clusters
  Score: Raw -1051044.632077 + Penalty 4355.422989 = -1046689.209088
  nChanged 244
		SP:Iteration 21Q (75730.570000 sec): 3 clusters
  Score: Raw -1051266.780573 + Penalty 4355.422989 = -1046911.357584
  nChanged 232
		SP:Iteration 22Q (75730.710000 sec): 3 clusters
  Score: Raw -1051467.427136 + Penalty 4355.422989 = -1047112.004147
  nChanged 182
		SP:Iteration 23Q (75730.890000 sec): 3 clusters
  Score: Raw -1051596.553403 + Penalty 4355.422989 = -1047241.130414
  nChanged 135
		SP:Iteration 24Q (75731.080000 sec): 3 clusters
  Score: Raw -1051675.515647 + Penalty 4355.422989 = -1047320.092659
  nChanged 94
		SP:Iteration 25Q (75731.230000 sec): 3 clusters
  Score: Raw -1051718.528078 + Penalty 4355.422989 = -1047363.105090
  nChanged 65
		SP:Iteration 26Q (75731.430000 sec): 3 clusters
  Score: Raw -1051745.472340 + Penalty 4355.422989 = -1047390.049352
  nChanged 35
		SP:Iteration 27Q (75731.630000 sec): 3 clusters
  Score: Raw -1051759.405329 + Penalty 4355.422989 = -1047403.982340
  nChanged 27
		SP:Iteration 28Q (75731.780000 sec): 3 clusters
  Score: Raw -1051767.596549 + Penalty 4355.422989 = -1047412.173560
  nChanged 21
		SP:Iteration 29Q (75731.940000 sec): 3 clusters
  Score: Raw -1051773.413874 + Penalty 4355.422989 = -1047417.990886
  nChanged 14
		SP:Iteration 30Q (75732.130000 sec): 3 clusters
  Score: Raw -1051776.897917 + Penalty 4355.422989 = -1047421.474928
  nChanged 11
		SP:Iteration 31Q (75732.330000 sec): 3 clusters
  Score: Raw -1051780.786848 + Penalty 4355.422989 = -1047425.363859
  nChanged 12
		SP:Iteration 32Q (75732.510000 sec): 3 clusters
  Score: Raw -1051783.643086 + Penalty 4355.422989 = -1047428.220097
  nChanged 12
		SP:Iteration 33Q (75732.700000 sec): 3 clusters
  Score: Raw -1051786.011807 + Penalty 4355.422989 = -1047430.588818
  nChanged 9
		SP:Iteration 34Q (75732.900000 sec): 3 clusters
  Score: Raw -1051788.633231 + Penalty 4355.422989 = -1047433.210242
  nChanged 10
		SP:Iteration 35Q (75733.040000 sec): 3 clusters
  Score: Raw -1051790.895167 + Penalty 4355.422989 = -1047435.472179
  nChanged 5
		SP:Iteration 36Q (75733.220000 sec): 3 clusters
  Score: Raw -1051791.473946 + Penalty 4355.422989 = -1047436.050957
  nChanged 3
		SP:Iteration 37Q (75733.380000 sec): 3 clusters
  Score: Raw -1051791.985527 + Penalty 4355.422989 = -1047436.562539
  nChanged 3
		SP:Iteration 38Q (75733.540000 sec): 3 clusters
  Score: Raw -1051792.503578 + Penalty 4355.422989 = -1047437.080589
  nChanged 0
		SP:Iteration 39F (75733.680000 sec): 3 clusters
  Score: Raw -1051792.503578 + Penalty 4355.422989 = -1047437.080589
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (4176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75733.750000 sec): 2 clusters
  Score: Raw -609962.903229 + Penalty 2067.603064 = -607895.300165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75733.950000 sec): 3 clusters
  Score: Raw -608069.319279 + Penalty 4135.206128 = -603934.113151
  nChanged 1555
		SP:Iteration 1F (75734.110000 sec): 3 clusters
  Score: Raw -609166.247477 + Penalty 4135.206128 = -605031.041349
  nChanged 388
		SP:Iteration 2F (75734.220000 sec): 3 clusters
  Score: Raw -609539.992411 + Penalty 4135.206128 = -605404.786283
  nChanged 302
		SP:Iteration 3F (75734.370000 sec): 3 clusters
  Score: Raw -609819.024364 + Penalty 4135.206128 = -605683.818236
  nChanged 214
		SP:Iteration 4F (75734.520000 sec): 3 clusters
  Score: Raw -609990.495358 + Penalty 4135.206128 = -605855.289230
  nChanged 181
		SP:Iteration 5Q (75734.660000 sec): 3 clusters
  Score: Raw -610115.600951 + Penalty 4135.206128 = -605980.394823
  nChanged 131
		SP:Iteration 6Q (75734.860000 sec): 3 clusters
  Score: Raw -610213.749976 + Penalty 4135.206128 = -606078.543848
  nChanged 118
		SP:Iteration 7Q (75735.030000 sec): 3 clusters
  Score: Raw -610290.806817 + Penalty 4135.206128 = -606155.600689
  nChanged 108
		SP:Iteration 8Q (75735.190000 sec): 3 clusters
  Score: Raw -610372.434276 + Penalty 4135.206128 = -606237.228147
  nChanged 98
		SP:Iteration 9Q (75735.290000 sec): 3 clusters
  Score: Raw -610440.607303 + Penalty 4135.206128 = -606305.401175
  nChanged 88
		SP:Iteration 10Q (75735.440000 sec): 3 clusters
  Score: Raw -610496.827512 + Penalty 4135.206128 = -606361.621383
  nChanged 71
		SP:Iteration 11Q (75735.630000 sec): 3 clusters
  Score: Raw -610540.360776 + Penalty 4135.206128 = -606405.154647
  nChanged 69
		SP:Iteration 12Q (75735.810000 sec): 3 clusters
  Score: Raw -610575.739518 + Penalty 4135.206128 = -606440.533390
  nChanged 41
		SP:Iteration 13Q (75735.990000 sec): 3 clusters
  Score: Raw -610595.237373 + Penalty 4135.206128 = -606460.031244
  nChanged 32
		SP:Iteration 14Q (75736.130000 sec): 3 clusters
  Score: Raw -610610.462240 + Penalty 4135.206128 = -606475.256111
  nChanged 24
		SP:Iteration 15Q (75736.290000 sec): 3 clusters
  Score: Raw -610622.628788 + Penalty 4135.206128 = -606487.422659
  nChanged 25
		SP:Iteration 16Q (75736.430000 sec): 3 clusters
  Score: Raw -610632.807774 + Penalty 4135.206128 = -606497.601646
  nChanged 18
		SP:Iteration 17Q (75736.580000 sec): 3 clusters
  Score: Raw -610641.063908 + Penalty 4135.206128 = -606505.857780
  nChanged 16
		SP:Iteration 18Q (75736.740000 sec): 3 clusters
  Score: Raw -610647.764299 + Penalty 4135.206128 = -606512.558171
  nChanged 14
		SP:Iteration 19Q (75736.850000 sec): 3 clusters
  Score: Raw -610653.340945 + Penalty 4135.206128 = -606518.134817
  nChanged 13
		SP:Iteration 20F (75736.990000 sec): 3 clusters
  Score: Raw -610658.082165 + Penalty 4135.206128 = -606522.876036
  nChanged 14
		SP:Iteration 21Q (75737.140000 sec): 3 clusters
  Score: Raw -610662.054423 + Penalty 4135.206128 = -606526.848294
  nChanged 10
		SP:Iteration 22Q (75737.280000 sec): 3 clusters
  Score: Raw -610666.725840 + Penalty 4135.206128 = -606531.519711
  nChanged 12
		SP:Iteration 23Q (75737.460000 sec): 3 clusters
  Score: Raw -610670.850418 + Penalty 4135.206128 = -606535.644290
  nChanged 6
		SP:Iteration 24Q (75737.610000 sec): 3 clusters
  Score: Raw -610672.609532 + Penalty 4135.206128 = -606537.403403
  nChanged 4
		SP:Iteration 25Q (75737.820000 sec): 3 clusters
  Score: Raw -610673.912624 + Penalty 4135.206128 = -606538.706496
  nChanged 2
		SP:Iteration 26Q (75738.000000 sec): 3 clusters
  Score: Raw -610674.362915 + Penalty 4135.206128 = -606539.156787
  nChanged 2
		SP:Iteration 27Q (75738.130000 sec): 3 clusters
  Score: Raw -610675.069005 + Penalty 4135.206128 = -606539.862876
  nChanged 1
		SP:Iteration 28Q (75738.310000 sec): 3 clusters
  Score: Raw -610675.216219 + Penalty 4135.206128 = -606540.010091
  nChanged 0
		SP:Iteration 29F (75738.480000 sec): 3 clusters
  Score: Raw -610675.216219 + Penalty 4135.206128 = -606540.010091
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (62048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75739.010000 sec): 2 clusters
  Score: Raw -9535569.389992 + Penalty 2736.844562 = -9532832.545429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75739.740000 sec): 3 clusters
  Score: Raw -9496548.387635 + Penalty 5473.689125 = -9491074.698510
  nChanged 29046
		SP:Iteration 1F (75740.480000 sec): 3 clusters
  Score: Raw -9512797.884598 + Penalty 5473.689125 = -9507324.195473
  nChanged 2605
		SP:Iteration 2Q (75741.260000 sec): 3 clusters
  Score: Raw -9513651.106611 + Penalty 5473.689125 = -9508177.417486
  nChanged 2669
		SP:Iteration 3Q (75741.970000 sec): 3 clusters
  Score: Raw -9514652.948224 + Penalty 5473.689125 = -9509179.259099
  nChanged 2897
		SP:Iteration 4Q (75742.650000 sec): 3 clusters
  Score: Raw -9515933.330102 + Penalty 5473.689125 = -9510459.640977
  nChanged 3220
		SP:Iteration 5F (75743.320000 sec): 3 clusters
  Score: Raw -9517601.299001 + Penalty 5473.689125 = -9512127.609876
  nChanged 3494
		SP:Iteration 6F (75743.960000 sec): 3 clusters
  Score: Raw -9519782.598061 + Penalty 5473.689125 = -9514308.908937
  nChanged 3822
		SP:Iteration 7F (75744.640000 sec): 3 clusters
  Score: Raw -9522476.319978 + Penalty 5473.689125 = -9517002.630853
  nChanged 3763
		SP:Iteration 8F (75745.280000 sec): 3 clusters
  Score: Raw -9525116.706010 + Penalty 5473.689125 = -9519643.016885
  nChanged 3313
		SP:Iteration 9F (75745.920000 sec): 3 clusters
  Score: Raw -9527304.135087 + Penalty 5473.689125 = -9521830.445962
  nChanged 2679
		SP:Iteration 10Q (75746.600000 sec): 3 clusters
  Score: Raw -9528988.717291 + Penalty 5473.689125 = -9523515.028167
  nChanged 2181
		SP:Iteration 11Q (75747.190000 sec): 3 clusters
  Score: Raw -9530230.239128 + Penalty 5473.689125 = -9524756.550003
  nChanged 1741
		SP:Iteration 12Q (75747.830000 sec): 3 clusters
  Score: Raw -9531153.906580 + Penalty 5473.689125 = -9525680.217455
  nChanged 1458
		SP:Iteration 13Q (75748.470000 sec): 3 clusters
  Score: Raw -9531907.902859 + Penalty 5473.689125 = -9526434.213734
  nChanged 1312
		SP:Iteration 14Q (75748.970000 sec): 3 clusters
  Score: Raw -9532596.568194 + Penalty 5473.689125 = -9527122.879070
  nChanged 1145
		SP:Iteration 15Q (75749.660000 sec): 3 clusters
  Score: Raw -9533184.029416 + Penalty 5473.689125 = -9527710.340291
  nChanged 1032
		SP:Iteration 16Q (75750.240000 sec): 3 clusters
  Score: Raw -9533735.514327 + Penalty 5473.689125 = -9528261.825202
  nChanged 897
		SP:Iteration 17Q (75750.850000 sec): 3 clusters
  Score: Raw -9534237.227753 + Penalty 5473.689125 = -9528763.538629
  nChanged 745
		SP:Iteration 18Q (75751.410000 sec): 3 clusters
  Score: Raw -9534621.146131 + Penalty 5473.689125 = -9529147.457006
  nChanged 636
		SP:Iteration 19Q (75752.010000 sec): 3 clusters
  Score: Raw -9534949.232243 + Penalty 5473.689125 = -9529475.543118
  nChanged 513
		SP:Iteration 20F (75752.640000 sec): 3 clusters
  Score: Raw -9535199.455383 + Penalty 5473.689125 = -9529725.766258
  nChanged 390
		SP:Iteration 21Q (75753.230000 sec): 3 clusters
  Score: Raw -9535386.152247 + Penalty 5473.689125 = -9529912.463122
  nChanged 298
		SP:Iteration 22Q (75753.860000 sec): 3 clusters
  Score: Raw -9535540.524924 + Penalty 5473.689125 = -9530066.835799
  nChanged 264
		SP:Iteration 23Q (75754.430000 sec): 3 clusters
  Score: Raw -9535686.399933 + Penalty 5473.689125 = -9530212.710808
  nChanged 233
		SP:Iteration 24Q (75755.100000 sec): 3 clusters
  Score: Raw -9535805.932497 + Penalty 5473.689125 = -9530332.243372
  nChanged 187
		SP:Iteration 25Q (75755.690000 sec): 3 clusters
  Score: Raw -9535899.680976 + Penalty 5473.689125 = -9530425.991851
  nChanged 158
		SP:Iteration 26Q (75756.250000 sec): 3 clusters
  Score: Raw -9535979.329402 + Penalty 5473.689125 = -9530505.640277
  nChanged 128
		SP:Iteration 27Q (75756.800000 sec): 3 clusters
  Score: Raw -9536040.130987 + Penalty 5473.689125 = -9530566.441862
  nChanged 97
		SP:Iteration 28Q (75757.470000 sec): 3 clusters
  Score: Raw -9536080.751118 + Penalty 5473.689125 = -9530607.061993
  nChanged 82
		SP:Iteration 29Q (75758.110000 sec): 3 clusters
  Score: Raw -9536120.484384 + Penalty 5473.689125 = -9530646.795259
  nChanged 78
		SP:Iteration 30Q (75758.710000 sec): 3 clusters
  Score: Raw -9536154.408145 + Penalty 5473.689125 = -9530680.719021
  nChanged 64
		SP:Iteration 31Q (75759.290000 sec): 3 clusters
  Score: Raw -9536176.905833 + Penalty 5473.689125 = -9530703.216709
  nChanged 37
		SP:Iteration 32Q (75759.890000 sec): 3 clusters
  Score: Raw -9536193.686013 + Penalty 5473.689125 = -9530719.996888
  nChanged 35
		SP:Iteration 33Q (75760.430000 sec): 3 clusters
  Score: Raw -9536206.862142 + Penalty 5473.689125 = -9530733.173018
  nChanged 40
		SP:Iteration 34Q (75760.930000 sec): 3 clusters
  Score: Raw -9536223.444524 + Penalty 5473.689125 = -9530749.755400
  nChanged 26
		SP:Iteration 35Q (75761.540000 sec): 3 clusters
  Score: Raw -9536230.994210 + Penalty 5473.689125 = -9530757.305085
  nChanged 16
		SP:Iteration 36Q (75762.110000 sec): 3 clusters
  Score: Raw -9536236.295440 + Penalty 5473.689125 = -9530762.606315
  nChanged 8
		SP:Iteration 37Q (75762.740000 sec): 3 clusters
  Score: Raw -9536239.053900 + Penalty 5473.689125 = -9530765.364775
  nChanged 12
		SP:Iteration 38Q (75763.390000 sec): 3 clusters
  Score: Raw -9536242.320092 + Penalty 5473.689125 = -9530768.630967
  nChanged 13
		SP:Iteration 39Q (75764.020000 sec): 3 clusters
  Score: Raw -9536247.384318 + Penalty 5473.689125 = -9530773.695193
  nChanged 13
		SP:Iteration 40F (75764.580000 sec): 3 clusters
  Score: Raw -9536252.279849 + Penalty 5473.689125 = -9530778.590724
  nChanged 9
		SP:Iteration 41Q (75765.040000 sec): 3 clusters
  Score: Raw -9536254.933235 + Penalty 5473.689125 = -9530781.244111
  nChanged 10
		SP:Iteration 42Q (75765.490000 sec): 3 clusters
  Score: Raw -9536258.032172 + Penalty 5473.689125 = -9530784.343047
  nChanged 5
		SP:Iteration 43Q (75766.060000 sec): 3 clusters
  Score: Raw -9536260.689207 + Penalty 5473.689125 = -9530787.000083
  nChanged 9
		SP:Iteration 44Q (75766.640000 sec): 3 clusters
  Score: Raw -9536263.187670 + Penalty 5473.689125 = -9530789.498545
  nChanged 3
		SP:Iteration 45Q (75767.180000 sec): 3 clusters
  Score: Raw -9536264.136165 + Penalty 5473.689125 = -9530790.447040
  nChanged 3
		SP:Iteration 46Q (75767.620000 sec): 3 clusters
  Score: Raw -9536264.863258 + Penalty 5473.689125 = -9530791.174133
  nChanged 3
		SP:Iteration 47Q (75768.120000 sec): 3 clusters
  Score: Raw -9536265.477311 + Penalty 5473.689125 = -9530791.788186
  nChanged 0
		SP:Iteration 48F (75768.670000 sec): 3 clusters
  Score: Raw -9536265.477311 + Penalty 5473.689125 = -9530791.788186
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (6704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75768.910000 sec): 2 clusters
  Score: Raw -1046219.348988 + Penalty 2184.993991 = -1044034.354996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75769.170000 sec): 3 clusters
  Score: Raw -1042763.995970 + Penalty 4369.987983 = -1038394.007988
  nChanged 2684
		SP:Iteration 1F (75769.420000 sec): 3 clusters
  Score: Raw -1044267.177599 + Penalty 4369.987983 = -1039897.189617
  nChanged 494
		SP:Iteration 2F (75769.590000 sec): 3 clusters
  Score: Raw -1044571.602246 + Penalty 4369.987983 = -1040201.614264
  nChanged 418
		SP:Iteration 3F (75769.830000 sec): 3 clusters
  Score: Raw -1044895.887833 + Penalty 4369.987983 = -1040525.899850
  nChanged 431
		SP:Iteration 4F (75770.140000 sec): 3 clusters
  Score: Raw -1045343.450548 + Penalty 4369.987983 = -1040973.462565
  nChanged 499
		SP:Iteration 5F (75770.360000 sec): 3 clusters
  Score: Raw -1045939.185577 + Penalty 4369.987983 = -1041569.197594
  nChanged 510
		SP:Iteration 6F (75770.620000 sec): 3 clusters
  Score: Raw -1046456.833198 + Penalty 4369.987983 = -1042086.845215
  nChanged 392
		SP:Iteration 7F (75770.850000 sec): 3 clusters
  Score: Raw -1046798.914886 + Penalty 4369.987983 = -1042428.926903
  nChanged 276
		SP:Iteration 8Q (75770.990000 sec): 3 clusters
  Score: Raw -1047011.704662 + Penalty 4369.987983 = -1042641.716680
  nChanged 208
		SP:Iteration 9Q (75771.190000 sec): 3 clusters
  Score: Raw -1047152.309771 + Penalty 4369.987983 = -1042782.321788
  nChanged 156
		SP:Iteration 10Q (75771.410000 sec): 3 clusters
  Score: Raw -1047261.887008 + Penalty 4369.987983 = -1042891.899025
  nChanged 142
		SP:Iteration 11Q (75771.660000 sec): 3 clusters
  Score: Raw -1047346.949289 + Penalty 4369.987983 = -1042976.961306
  nChanged 110
		SP:Iteration 12Q (75771.900000 sec): 3 clusters
  Score: Raw -1047403.446121 + Penalty 4369.987983 = -1043033.458138
  nChanged 93
		SP:Iteration 13Q (75772.110000 sec): 3 clusters
  Score: Raw -1047449.199484 + Penalty 4369.987983 = -1043079.211502
  nChanged 74
		SP:Iteration 14Q (75772.380000 sec): 3 clusters
  Score: Raw -1047480.498967 + Penalty 4369.987983 = -1043110.510984
  nChanged 58
		SP:Iteration 15Q (75772.590000 sec): 3 clusters
  Score: Raw -1047504.412320 + Penalty 4369.987983 = -1043134.424337
  nChanged 54
		SP:Iteration 16Q (75772.780000 sec): 3 clusters
  Score: Raw -1047523.787412 + Penalty 4369.987983 = -1043153.799429
  nChanged 39
		SP:Iteration 17Q (75773.030000 sec): 3 clusters
  Score: Raw -1047536.769790 + Penalty 4369.987983 = -1043166.781808
  nChanged 31
		SP:Iteration 18Q (75773.280000 sec): 3 clusters
  Score: Raw -1047547.331578 + Penalty 4369.987983 = -1043177.343595
  nChanged 27
		SP:Iteration 19Q (75773.510000 sec): 3 clusters
  Score: Raw -1047557.428525 + Penalty 4369.987983 = -1043187.440543
  nChanged 29
		SP:Iteration 20F (75773.730000 sec): 3 clusters
  Score: Raw -1047565.634665 + Penalty 4369.987983 = -1043195.646683
  nChanged 22
		SP:Iteration 21Q (75773.980000 sec): 3 clusters
  Score: Raw -1047571.921126 + Penalty 4369.987983 = -1043201.933143
  nChanged 20
		SP:Iteration 22Q (75774.150000 sec): 3 clusters
  Score: Raw -1047578.968352 + Penalty 4369.987983 = -1043208.980370
  nChanged 23
		SP:Iteration 23Q (75774.330000 sec): 3 clusters
  Score: Raw -1047584.587923 + Penalty 4369.987983 = -1043214.599941
  nChanged 15
		SP:Iteration 24Q (75774.510000 sec): 3 clusters
  Score: Raw -1047588.859621 + Penalty 4369.987983 = -1043218.871639
  nChanged 18
		SP:Iteration 25Q (75774.740000 sec): 3 clusters
  Score: Raw -1047594.448915 + Penalty 4369.987983 = -1043224.460933
  nChanged 13
		SP:Iteration 26Q (75774.960000 sec): 3 clusters
  Score: Raw -1047598.714399 + Penalty 4369.987983 = -1043228.726417
  nChanged 16
		SP:Iteration 27Q (75775.170000 sec): 3 clusters
  Score: Raw -1047603.501959 + Penalty 4369.987983 = -1043233.513977
  nChanged 11
		SP:Iteration 28Q (75775.390000 sec): 3 clusters
  Score: Raw -1047606.042918 + Penalty 4369.987983 = -1043236.054935
  nChanged 5
		SP:Iteration 29Q (75775.590000 sec): 3 clusters
  Score: Raw -1047607.191848 + Penalty 4369.987983 = -1043237.203865
  nChanged 12
		SP:Iteration 30Q (75775.830000 sec): 3 clusters
  Score: Raw -1047610.053566 + Penalty 4369.987983 = -1043240.065584
  nChanged 7
		SP:Iteration 31Q (75775.970000 sec): 3 clusters
  Score: Raw -1047612.563992 + Penalty 4369.987983 = -1043242.576009
  nChanged 9
		SP:Iteration 32Q (75776.190000 sec): 3 clusters
  Score: Raw -1047615.819372 + Penalty 4369.987983 = -1043245.831390
  nChanged 11
		SP:Iteration 33Q (75776.370000 sec): 3 clusters
  Score: Raw -1047619.732920 + Penalty 4369.987983 = -1043249.744938
  nChanged 9
		SP:Iteration 34Q (75776.640000 sec): 3 clusters
  Score: Raw -1047622.425317 + Penalty 4369.987983 = -1043252.437334
  nChanged 6
		SP:Iteration 35Q (75776.890000 sec): 3 clusters
  Score: Raw -1047623.992039 + Penalty 4369.987983 = -1043254.004057
  nChanged 8
		SP:Iteration 36Q (75777.090000 sec): 3 clusters
  Score: Raw -1047626.610573 + Penalty 4369.987983 = -1043256.622590
  nChanged 10
		SP:Iteration 37Q (75777.330000 sec): 3 clusters
  Score: Raw -1047630.447865 + Penalty 4369.987983 = -1043260.459882
  nChanged 11
		SP:Iteration 38Q (75777.490000 sec): 3 clusters
  Score: Raw -1047633.434827 + Penalty 4369.987983 = -1043263.446844
  nChanged 14
		SP:Iteration 39Q (75777.730000 sec): 3 clusters
  Score: Raw -1047637.300748 + Penalty 4369.987983 = -1043267.312765
  nChanged 14
		SP:Iteration 40F (75777.980000 sec): 3 clusters
  Score: Raw -1047641.624677 + Penalty 4369.987983 = -1043271.636694
  nChanged 17
		SP:Iteration 41Q (75778.230000 sec): 3 clusters
  Score: Raw -1047646.206881 + Penalty 4369.987983 = -1043276.218898
  nChanged 16
		SP:Iteration 42Q (75778.420000 sec): 3 clusters
  Score: Raw -1047650.077605 + Penalty 4369.987983 = -1043280.089622
  nChanged 13
		SP:Iteration 43Q (75778.610000 sec): 3 clusters
  Score: Raw -1047653.430116 + Penalty 4369.987983 = -1043283.442133
  nChanged 11
		SP:Iteration 44Q (75778.810000 sec): 3 clusters
  Score: Raw -1047657.260028 + Penalty 4369.987983 = -1043287.272045
  nChanged 14
		SP:Iteration 45Q (75779.050000 sec): 3 clusters
  Score: Raw -1047663.661836 + Penalty 4369.987983 = -1043293.673853
  nChanged 18
		SP:Iteration 46Q (75779.240000 sec): 3 clusters
  Score: Raw -1047668.711974 + Penalty 4369.987983 = -1043298.723991
  nChanged 18
		SP:Iteration 47Q (75779.440000 sec): 3 clusters
  Score: Raw -1047673.725938 + Penalty 4369.987983 = -1043303.737956
  nChanged 12
		SP:Iteration 48Q (75779.640000 sec): 3 clusters
  Score: Raw -1047677.038392 + Penalty 4369.987983 = -1043307.050410
  nChanged 8
		SP:Iteration 49Q (75779.820000 sec): 3 clusters
  Score: Raw -1047678.389190 + Penalty 4369.987983 = -1043308.401208
  nChanged 9
		SP:Iteration 50Q (75780.000000 sec): 3 clusters
  Score: Raw -1047680.574263 + Penalty 4369.987983 = -1043310.586280
  nChanged 8
		SP:Iteration 51Q (75780.300000 sec): 3 clusters
  Score: Raw -1047682.379330 + Penalty 4369.987983 = -1043312.391347
  nChanged 10
		SP:Iteration 52Q (75780.530000 sec): 3 clusters
  Score: Raw -1047685.457583 + Penalty 4369.987983 = -1043315.469601
  nChanged 12
		SP:Iteration 53Q (75780.710000 sec): 3 clusters
  Score: Raw -1047688.880150 + Penalty 4369.987983 = -1043318.892167
  nChanged 17
		SP:Iteration 54Q (75780.990000 sec): 3 clusters
  Score: Raw -1047694.996634 + Penalty 4369.987983 = -1043325.008651
  nChanged 23
		SP:Iteration 55Q (75781.250000 sec): 3 clusters
  Score: Raw -1047700.711324 + Penalty 4369.987983 = -1043330.723342
  nChanged 12
		SP:Iteration 56Q (75781.510000 sec): 3 clusters
  Score: Raw -1047704.196768 + Penalty 4369.987983 = -1043334.208786
  nChanged 17
		SP:Iteration 57Q (75781.730000 sec): 3 clusters
  Score: Raw -1047709.562808 + Penalty 4369.987983 = -1043339.574825
  nChanged 21
		SP:Iteration 58Q (75781.910000 sec): 3 clusters
  Score: Raw -1047716.896659 + Penalty 4369.987983 = -1043346.908677
  nChanged 14
		SP:Iteration 59Q (75782.210000 sec): 3 clusters
  Score: Raw -1047720.265706 + Penalty 4369.987983 = -1043350.277724
  nChanged 7
		SP:Iteration 60F (75782.450000 sec): 3 clusters
  Score: Raw -1047721.672471 + Penalty 4369.987983 = -1043351.684488
  nChanged 5
		SP:Iteration 61Q (75782.640000 sec): 3 clusters
  Score: Raw -1047722.568536 + Penalty 4369.987983 = -1043352.580553
  nChanged 2
		SP:Iteration 62Q (75782.850000 sec): 3 clusters
  Score: Raw -1047722.918838 + Penalty 4369.987983 = -1043352.930855
  nChanged 1
		SP:Iteration 63Q (75783.050000 sec): 3 clusters
  Score: Raw -1047723.170182 + Penalty 4369.987983 = -1043353.182200
  nChanged 0
		SP:Iteration 64F (75783.230000 sec): 3 clusters
  Score: Raw -1047723.170182 + Penalty 4369.987983 = -1043353.182200
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75783.370000 sec): 2 clusters
  Score: Raw -391430.940180 + Penalty 1942.732855 = -389488.207324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75783.550000 sec): 3 clusters
  Score: Raw -390412.698926 + Penalty 3885.465711 = -386527.233215
  nChanged 855
		SP:Iteration 1F (75783.730000 sec): 3 clusters
  Score: Raw -390961.579440 + Penalty 3885.465711 = -387076.113729
  nChanged 181
		SP:Iteration 2F (75783.920000 sec): 3 clusters
  Score: Raw -391102.298777 + Penalty 3885.465711 = -387216.833066
  nChanged 113
		SP:Iteration 3Q (75784.150000 sec): 3 clusters
  Score: Raw -391191.472459 + Penalty 3885.465711 = -387306.006748
  nChanged 87
		SP:Iteration 4Q (75784.390000 sec): 3 clusters
  Score: Raw -391249.200324 + Penalty 3885.465711 = -387363.734613
  nChanged 65
		SP:Iteration 5Q (75784.600000 sec): 3 clusters
  Score: Raw -391288.835585 + Penalty 3885.465711 = -387403.369874
  nChanged 44
		SP:Iteration 6Q (75784.770000 sec): 3 clusters
  Score: Raw -391314.932415 + Penalty 3885.465711 = -387429.466704
  nChanged 28
		SP:Iteration 7Q (75784.920000 sec): 3 clusters
  Score: Raw -391331.227522 + Penalty 3885.465711 = -387445.761811
  nChanged 24
		SP:Iteration 8Q (75785.090000 sec): 3 clusters
  Score: Raw -391343.933262 + Penalty 3885.465711 = -387458.467551
  nChanged 29
		SP:Iteration 9Q (75785.270000 sec): 3 clusters
  Score: Raw -391359.483202 + Penalty 3885.465711 = -387474.017491
  nChanged 27
		SP:Iteration 10Q (75785.410000 sec): 3 clusters
  Score: Raw -391377.577399 + Penalty 3885.465711 = -387492.111688
  nChanged 21
		SP:Iteration 11Q (75785.560000 sec): 3 clusters
  Score: Raw -391390.353253 + Penalty 3885.465711 = -387504.887542
  nChanged 25
		SP:Iteration 12Q (75785.650000 sec): 3 clusters
  Score: Raw -391406.815351 + Penalty 3885.465711 = -387521.349640
  nChanged 32
		SP:Iteration 13Q (75785.750000 sec): 3 clusters
  Score: Raw -391426.470907 + Penalty 3885.465711 = -387541.005196
  nChanged 30
		SP:Iteration 14Q (75785.890000 sec): 3 clusters
  Score: Raw -391446.511207 + Penalty 3885.465711 = -387561.045496
  nChanged 35
		SP:Iteration 15Q (75786.090000 sec): 3 clusters
  Score: Raw -391471.676192 + Penalty 3885.465711 = -387586.210481
  nChanged 32
		SP:Iteration 16Q (75786.230000 sec): 3 clusters
  Score: Raw -391492.515510 + Penalty 3885.465711 = -387607.049799
  nChanged 29
		SP:Iteration 17Q (75786.390000 sec): 3 clusters
  Score: Raw -391510.601031 + Penalty 3885.465711 = -387625.135320
  nChanged 23
		SP:Iteration 18Q (75786.520000 sec): 3 clusters
  Score: Raw -391528.305221 + Penalty 3885.465711 = -387642.839510
  nChanged 22
		SP:Iteration 19Q (75786.660000 sec): 3 clusters
  Score: Raw -391544.476365 + Penalty 3885.465711 = -387659.010654
  nChanged 21
		SP:Iteration 20F (75786.810000 sec): 3 clusters
  Score: Raw -391561.241260 + Penalty 3885.465711 = -387675.775549
  nChanged 21
		SP:Iteration 21Q (75786.950000 sec): 3 clusters
  Score: Raw -391573.976209 + Penalty 3885.465711 = -387688.510499
  nChanged 15
		SP:Iteration 22Q (75787.090000 sec): 3 clusters
  Score: Raw -391582.751838 + Penalty 3885.465711 = -387697.286127
  nChanged 18
		SP:Iteration 23Q (75787.240000 sec): 3 clusters
  Score: Raw -391593.043921 + Penalty 3885.465711 = -387707.578210
  nChanged 19
		SP:Iteration 24Q (75787.350000 sec): 3 clusters
  Score: Raw -391604.850132 + Penalty 3885.465711 = -387719.384421
  nChanged 16
		SP:Iteration 25Q (75787.500000 sec): 3 clusters
  Score: Raw -391612.768751 + Penalty 3885.465711 = -387727.303040
  nChanged 11
		SP:Iteration 26Q (75787.640000 sec): 3 clusters
  Score: Raw -391620.636965 + Penalty 3885.465711 = -387735.171254
  nChanged 12
		SP:Iteration 27Q (75787.770000 sec): 3 clusters
  Score: Raw -391628.339534 + Penalty 3885.465711 = -387742.873823
  nChanged 12
		SP:Iteration 28Q (75787.910000 sec): 3 clusters
  Score: Raw -391636.372013 + Penalty 3885.465711 = -387750.906302
  nChanged 14
		SP:Iteration 29Q (75788.060000 sec): 3 clusters
  Score: Raw -391646.014402 + Penalty 3885.465711 = -387760.548691
  nChanged 15
		SP:Iteration 30Q (75788.190000 sec): 3 clusters
  Score: Raw -391657.093772 + Penalty 3885.465711 = -387771.628061
  nChanged 18
		SP:Iteration 31Q (75788.370000 sec): 3 clusters
  Score: Raw -391667.776802 + Penalty 3885.465711 = -387782.311091
  nChanged 16
		SP:Iteration 32Q (75788.510000 sec): 3 clusters
  Score: Raw -391677.933043 + Penalty 3885.465711 = -387792.467332
  nChanged 17
		SP:Iteration 33Q (75788.690000 sec): 3 clusters
  Score: Raw -391693.576986 + Penalty 3885.465711 = -387808.111275
  nChanged 17
		SP:Iteration 34Q (75788.810000 sec): 3 clusters
  Score: Raw -391705.226768 + Penalty 3885.465711 = -387819.761057
  nChanged 16
		SP:Iteration 35Q (75788.910000 sec): 3 clusters
  Score: Raw -391716.988186 + Penalty 3885.465711 = -387831.522475
  nChanged 13
		SP:Iteration 36Q (75789.060000 sec): 3 clusters
  Score: Raw -391725.007324 + Penalty 3885.465711 = -387839.541613
  nChanged 5
		SP:Iteration 37Q (75789.200000 sec): 3 clusters
  Score: Raw -391727.560002 + Penalty 3885.465711 = -387842.094291
  nChanged 4
		SP:Iteration 38Q (75789.350000 sec): 3 clusters
  Score: Raw -391730.100778 + Penalty 3885.465711 = -387844.635067
  nChanged 3
		SP:Iteration 39Q (75789.490000 sec): 3 clusters
  Score: Raw -391731.279117 + Penalty 3885.465711 = -387845.813406
  nChanged 2
		SP:Iteration 40F (75789.630000 sec): 3 clusters
  Score: Raw -391733.273942 + Penalty 3885.465711 = -387847.808232
  nChanged 3
		SP:Iteration 41Q (75789.770000 sec): 3 clusters
  Score: Raw -391735.496564 + Penalty 3885.465711 = -387850.030853
  nChanged 2
		SP:Iteration 42Q (75789.920000 sec): 3 clusters
  Score: Raw -391736.738818 + Penalty 3885.465711 = -387851.273107
  nChanged 2
		SP:Iteration 43Q (75790.050000 sec): 3 clusters
  Score: Raw -391737.939143 + Penalty 3885.465711 = -387852.473433
  nChanged 3
		SP:Iteration 44Q (75790.150000 sec): 3 clusters
  Score: Raw -391739.804226 + Penalty 3885.465711 = -387854.338515
  nChanged 1
		SP:Iteration 45Q (75790.300000 sec): 3 clusters
  Score: Raw -391740.485164 + Penalty 3885.465711 = -387855.019453
  nChanged 1
		SP:Iteration 46Q (75790.440000 sec): 3 clusters
  Score: Raw -391741.200880 + Penalty 3885.465711 = -387855.735169
  nChanged 1
		SP:Iteration 47Q (75790.560000 sec): 3 clusters
  Score: Raw -391741.990529 + Penalty 3885.465711 = -387856.524818
  nChanged 0
		SP:Iteration 48F (75790.710000 sec): 3 clusters
  Score: Raw -391741.990529 + Penalty 3885.465711 = -387856.524818
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (2931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75790.810000 sec): 2 clusters
  Score: Raw -430511.480594 + Penalty 1979.808537 = -428531.672056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75790.990000 sec): 3 clusters
  Score: Raw -429256.592149 + Penalty 3959.617075 = -425296.975074
  nChanged 1061
		SP:Iteration 1F (75791.110000 sec): 3 clusters
  Score: Raw -429929.852295 + Penalty 3959.617075 = -425970.235220
  nChanged 227
		SP:Iteration 2F (75791.270000 sec): 3 clusters
  Score: Raw -430090.524776 + Penalty 3959.617075 = -426130.907702
  nChanged 150
		SP:Iteration 3F (75791.400000 sec): 3 clusters
  Score: Raw -430200.481962 + Penalty 3959.617075 = -426240.864888
  nChanged 105
		SP:Iteration 4Q (75791.530000 sec): 3 clusters
  Score: Raw -430281.318990 + Penalty 3959.617075 = -426321.701915
  nChanged 92
		SP:Iteration 5Q (75791.710000 sec): 3 clusters
  Score: Raw -430347.120683 + Penalty 3959.617075 = -426387.503608
  nChanged 79
		SP:Iteration 6Q (75791.870000 sec): 3 clusters
  Score: Raw -430409.578163 + Penalty 3959.617075 = -426449.961089
  nChanged 72
		SP:Iteration 7Q (75792.000000 sec): 3 clusters
  Score: Raw -430462.999185 + Penalty 3959.617075 = -426503.382111
  nChanged 73
		SP:Iteration 8Q (75792.160000 sec): 3 clusters
  Score: Raw -430510.398382 + Penalty 3959.617075 = -426550.781308
  nChanged 62
		SP:Iteration 9Q (75792.270000 sec): 3 clusters
  Score: Raw -430558.873910 + Penalty 3959.617075 = -426599.256836
  nChanged 60
		SP:Iteration 10Q (75792.420000 sec): 3 clusters
  Score: Raw -430615.047463 + Penalty 3959.617075 = -426655.430389
  nChanged 68
		SP:Iteration 11Q (75792.590000 sec): 3 clusters
  Score: Raw -430671.569444 + Penalty 3959.617075 = -426711.952369
  nChanged 71
		SP:Iteration 12Q (75792.750000 sec): 3 clusters
  Score: Raw -430721.579216 + Penalty 3959.617075 = -426761.962141
  nChanged 64
		SP:Iteration 13Q (75792.920000 sec): 3 clusters
  Score: Raw -430773.780556 + Penalty 3959.617075 = -426814.163481
  nChanged 57
		SP:Iteration 14Q (75793.090000 sec): 3 clusters
  Score: Raw -430832.917675 + Penalty 3959.617075 = -426873.300601
  nChanged 54
		SP:Iteration 15Q (75793.200000 sec): 3 clusters
  Score: Raw -430873.864648 + Penalty 3959.617075 = -426914.247573
  nChanged 54
		SP:Iteration 16Q (75793.350000 sec): 3 clusters
  Score: Raw -430909.686422 + Penalty 3959.617075 = -426950.069347
  nChanged 47
		SP:Iteration 17Q (75793.510000 sec): 3 clusters
  Score: Raw -430942.771508 + Penalty 3959.617075 = -426983.154434
  nChanged 39
		SP:Iteration 18Q (75793.630000 sec): 3 clusters
  Score: Raw -430965.771610 + Penalty 3959.617075 = -427006.154535
  nChanged 23
		SP:Iteration 19Q (75793.790000 sec): 3 clusters
  Score: Raw -430979.110055 + Penalty 3959.617075 = -427019.492981
  nChanged 19
		SP:Iteration 20F (75793.900000 sec): 3 clusters
  Score: Raw -430990.623758 + Penalty 3959.617075 = -427031.006683
  nChanged 16
		SP:Iteration 21Q (75794.040000 sec): 3 clusters
  Score: Raw -431001.485576 + Penalty 3959.617075 = -427041.868501
  nChanged 16
		SP:Iteration 22Q (75794.230000 sec): 3 clusters
  Score: Raw -431011.775853 + Penalty 3959.617075 = -427052.158779
  nChanged 22
		SP:Iteration 23Q (75794.350000 sec): 3 clusters
  Score: Raw -431029.139098 + Penalty 3959.617075 = -427069.522023
  nChanged 21
		SP:Iteration 24Q (75794.490000 sec): 3 clusters
  Score: Raw -431042.602970 + Penalty 3959.617075 = -427082.985896
  nChanged 14
		SP:Iteration 25Q (75794.630000 sec): 3 clusters
  Score: Raw -431048.366043 + Penalty 3959.617075 = -427088.748968
  nChanged 7
		SP:Iteration 26Q (75794.790000 sec): 3 clusters
  Score: Raw -431052.817072 + Penalty 3959.617075 = -427093.199997
  nChanged 7
		SP:Iteration 27Q (75794.970000 sec): 3 clusters
  Score: Raw -431056.947747 + Penalty 3959.617075 = -427097.330672
  nChanged 10
		SP:Iteration 28Q (75795.100000 sec): 3 clusters
  Score: Raw -431062.398159 + Penalty 3959.617075 = -427102.781084
  nChanged 10
		SP:Iteration 29Q (75795.250000 sec): 3 clusters
  Score: Raw -431066.777260 + Penalty 3959.617075 = -427107.160185
  nChanged 6
		SP:Iteration 30Q (75795.410000 sec): 3 clusters
  Score: Raw -431068.447898 + Penalty 3959.617075 = -427108.830823
  nChanged 3
		SP:Iteration 31Q (75795.550000 sec): 3 clusters
  Score: Raw -431069.707419 + Penalty 3959.617075 = -427110.090344
  nChanged 1
		SP:Iteration 32Q (75795.700000 sec): 3 clusters
  Score: Raw -431069.869616 + Penalty 3959.617075 = -427110.252542
  nChanged 2
		SP:Iteration 33Q (75795.840000 sec): 3 clusters
  Score: Raw -431071.019345 + Penalty 3959.617075 = -427111.402270
  nChanged 3
		SP:Iteration 34Q (75795.990000 sec): 3 clusters
  Score: Raw -431073.474328 + Penalty 3959.617075 = -427113.857253
  nChanged 3
		SP:Iteration 35Q (75796.170000 sec): 3 clusters
  Score: Raw -431074.427913 + Penalty 3959.617075 = -427114.810838
  nChanged 2
		SP:Iteration 36Q (75796.350000 sec): 3 clusters
  Score: Raw -431074.871996 + Penalty 3959.617075 = -427115.254921
  nChanged 4
		SP:Iteration 37Q (75796.520000 sec): 3 clusters
  Score: Raw -431076.961111 + Penalty 3959.617075 = -427117.344036
  nChanged 7
		SP:Iteration 38Q (75796.640000 sec): 3 clusters
  Score: Raw -431079.998337 + Penalty 3959.617075 = -427120.381262
  nChanged 7
		SP:Iteration 39Q (75796.730000 sec): 3 clusters
  Score: Raw -431084.094794 + Penalty 3959.617075 = -427124.477719
  nChanged 5
		SP:Iteration 40F (75796.880000 sec): 3 clusters
  Score: Raw -431085.494413 + Penalty 3959.617075 = -427125.877338
  nChanged 3
		SP:Iteration 41Q (75797.030000 sec): 3 clusters
  Score: Raw -431086.375496 + Penalty 3959.617075 = -427126.758421
  nChanged 1
		SP:Iteration 42Q (75797.170000 sec): 3 clusters
  Score: Raw -431086.515710 + Penalty 3959.617075 = -427126.898635
  nChanged 0
		SP:Iteration 43F (75797.320000 sec): 3 clusters
  Score: Raw -431086.515710 + Penalty 3959.617075 = -427126.898635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (16555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75797.530000 sec): 2 clusters
  Score: Raw -2656298.102026 + Penalty 2409.181976 = -2653888.920050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75797.770000 sec): 3 clusters
  Score: Raw -2646872.667454 + Penalty 4818.363951 = -2642054.303503
  nChanged 7128
		SP:Iteration 1F (75798.130000 sec): 3 clusters
  Score: Raw -2650554.766662 + Penalty 4818.363951 = -2645736.402711
  nChanged 914
		SP:Iteration 2F (75798.360000 sec): 3 clusters
  Score: Raw -2650918.254690 + Penalty 4818.363951 = -2646099.890739
  nChanged 768
		SP:Iteration 3Q (75798.620000 sec): 3 clusters
  Score: Raw -2651211.513604 + Penalty 4818.363951 = -2646393.149652
  nChanged 649
		SP:Iteration 4Q (75798.940000 sec): 3 clusters
  Score: Raw -2651460.657974 + Penalty 4818.363951 = -2646642.294023
  nChanged 617
		SP:Iteration 5Q (75799.220000 sec): 3 clusters
  Score: Raw -2651692.731392 + Penalty 4818.363951 = -2646874.367441
  nChanged 591
		SP:Iteration 6Q (75799.490000 sec): 3 clusters
  Score: Raw -2651935.475792 + Penalty 4818.363951 = -2647117.111841
  nChanged 605
		SP:Iteration 7Q (75799.800000 sec): 3 clusters
  Score: Raw -2652209.566155 + Penalty 4818.363951 = -2647391.202204
  nChanged 636
		SP:Iteration 8Q (75800.130000 sec): 3 clusters
  Score: Raw -2652557.939171 + Penalty 4818.363951 = -2647739.575220
  nChanged 680
		SP:Iteration 9Q (75800.380000 sec): 3 clusters
  Score: Raw -2652983.777252 + Penalty 4818.363951 = -2648165.413301
  nChanged 691
		SP:Iteration 10Q (75800.710000 sec): 3 clusters
  Score: Raw -2653444.217208 + Penalty 4818.363951 = -2648625.853257
  nChanged 647
		SP:Iteration 11Q (75800.970000 sec): 3 clusters
  Score: Raw -2653905.459362 + Penalty 4818.363951 = -2649087.095411
  nChanged 630
		SP:Iteration 12Q (75801.270000 sec): 3 clusters
  Score: Raw -2654390.386247 + Penalty 4818.363951 = -2649572.022296
  nChanged 626
		SP:Iteration 13Q (75801.590000 sec): 3 clusters
  Score: Raw -2654836.687809 + Penalty 4818.363951 = -2650018.323858
  nChanged 583
		SP:Iteration 14Q (75801.900000 sec): 3 clusters
  Score: Raw -2655221.574287 + Penalty 4818.363951 = -2650403.210336
  nChanged 487
		SP:Iteration 15Q (75802.270000 sec): 3 clusters
  Score: Raw -2655522.281195 + Penalty 4818.363951 = -2650703.917244
  nChanged 402
		SP:Iteration 16Q (75802.590000 sec): 3 clusters
  Score: Raw -2655789.694567 + Penalty 4818.363951 = -2650971.330616
  nChanged 345
		SP:Iteration 17Q (75802.910000 sec): 3 clusters
  Score: Raw -2656025.265121 + Penalty 4818.363951 = -2651206.901170
  nChanged 301
		SP:Iteration 18Q (75803.170000 sec): 3 clusters
  Score: Raw -2656233.934953 + Penalty 4818.363951 = -2651415.571002
  nChanged 227
		SP:Iteration 19Q (75803.460000 sec): 3 clusters
  Score: Raw -2656391.019663 + Penalty 4818.363951 = -2651572.655712
  nChanged 189
		SP:Iteration 20F (75803.780000 sec): 3 clusters
  Score: Raw -2656511.503636 + Penalty 4818.363951 = -2651693.139684
  nChanged 137
		SP:Iteration 21Q (75804.020000 sec): 3 clusters
  Score: Raw -2656597.404317 + Penalty 4818.363951 = -2651779.040366
  nChanged 131
		SP:Iteration 22Q (75804.280000 sec): 3 clusters
  Score: Raw -2656674.519484 + Penalty 4818.363951 = -2651856.155533
  nChanged 95
		SP:Iteration 23Q (75804.520000 sec): 3 clusters
  Score: Raw -2656720.651243 + Penalty 4818.363951 = -2651902.287292
  nChanged 65
		SP:Iteration 24Q (75804.760000 sec): 3 clusters
  Score: Raw -2656752.575042 + Penalty 4818.363951 = -2651934.211090
  nChanged 58
		SP:Iteration 25Q (75804.990000 sec): 3 clusters
  Score: Raw -2656780.599908 + Penalty 4818.363951 = -2651962.235957
  nChanged 50
		SP:Iteration 26Q (75805.270000 sec): 3 clusters
  Score: Raw -2656803.339295 + Penalty 4818.363951 = -2651984.975344
  nChanged 36
		SP:Iteration 27Q (75805.530000 sec): 3 clusters
  Score: Raw -2656819.981413 + Penalty 4818.363951 = -2652001.617462
  nChanged 31
		SP:Iteration 28Q (75805.900000 sec): 3 clusters
  Score: Raw -2656833.175820 + Penalty 4818.363951 = -2652014.811869
  nChanged 20
		SP:Iteration 29Q (75806.190000 sec): 3 clusters
  Score: Raw -2656842.073609 + Penalty 4818.363951 = -2652023.709658
  nChanged 16
		SP:Iteration 30Q (75806.470000 sec): 3 clusters
  Score: Raw -2656847.714171 + Penalty 4818.363951 = -2652029.350220
  nChanged 6
		SP:Iteration 31Q (75806.740000 sec): 3 clusters
  Score: Raw -2656849.197441 + Penalty 4818.363951 = -2652030.833490
  nChanged 7
		SP:Iteration 32Q (75807.010000 sec): 3 clusters
  Score: Raw -2656851.441430 + Penalty 4818.363951 = -2652033.077479
  nChanged 6
		SP:Iteration 33Q (75807.320000 sec): 3 clusters
  Score: Raw -2656853.846008 + Penalty 4818.363951 = -2652035.482057
  nChanged 4
		SP:Iteration 34Q (75807.600000 sec): 3 clusters
  Score: Raw -2656855.799165 + Penalty 4818.363951 = -2652037.435214
  nChanged 7
		SP:Iteration 35Q (75807.890000 sec): 3 clusters
  Score: Raw -2656858.924355 + Penalty 4818.363951 = -2652040.560403
  nChanged 5
		SP:Iteration 36Q (75808.250000 sec): 3 clusters
  Score: Raw -2656860.960520 + Penalty 4818.363951 = -2652042.596569
  nChanged 3
		SP:Iteration 37Q (75808.560000 sec): 3 clusters
  Score: Raw -2656863.331218 + Penalty 4818.363951 = -2652044.967266
  nChanged 7
		SP:Iteration 38Q (75808.860000 sec): 3 clusters
  Score: Raw -2656865.809558 + Penalty 4818.363951 = -2652047.445607
  nChanged 8
		SP:Iteration 39Q (75809.140000 sec): 3 clusters
  Score: Raw -2656868.365187 + Penalty 4818.363951 = -2652050.001236
  nChanged 14
		SP:Iteration 40F (75809.430000 sec): 3 clusters
  Score: Raw -2656874.110589 + Penalty 4818.363951 = -2652055.746638
  nChanged 8
		SP:Iteration 41Q (75809.730000 sec): 3 clusters
  Score: Raw -2656876.228865 + Penalty 4818.363951 = -2652057.864914
  nChanged 6
		SP:Iteration 42Q (75810.000000 sec): 3 clusters
  Score: Raw -2656877.956101 + Penalty 4818.363951 = -2652059.592150
  nChanged 6
		SP:Iteration 43Q (75810.220000 sec): 3 clusters
  Score: Raw -2656879.462524 + Penalty 4818.363951 = -2652061.098573
  nChanged 4
		SP:Iteration 44Q (75810.460000 sec): 3 clusters
  Score: Raw -2656880.995737 + Penalty 4818.363951 = -2652062.631786
  nChanged 4
		SP:Iteration 45Q (75810.720000 sec): 3 clusters
  Score: Raw -2656882.779835 + Penalty 4818.363951 = -2652064.415884
  nChanged 4
		SP:Iteration 46Q (75810.960000 sec): 3 clusters
  Score: Raw -2656883.942410 + Penalty 4818.363951 = -2652065.578459
  nChanged 3
		SP:Iteration 47Q (75811.210000 sec): 3 clusters
  Score: Raw -2656885.156898 + Penalty 4818.363951 = -2652066.792946
  nChanged 3
		SP:Iteration 48Q (75811.420000 sec): 3 clusters
  Score: Raw -2656886.087468 + Penalty 4818.363951 = -2652067.723517
  nChanged 4
		SP:Iteration 49Q (75811.630000 sec): 3 clusters
  Score: Raw -2656887.298245 + Penalty 4818.363951 = -2652068.934294
  nChanged 2
		SP:Iteration 50Q (75811.830000 sec): 3 clusters
  Score: Raw -2656887.882449 + Penalty 4818.363951 = -2652069.518498
  nChanged 5
		SP:Iteration 51Q (75812.040000 sec): 3 clusters
  Score: Raw -2656889.832300 + Penalty 4818.363951 = -2652071.468349
  nChanged 6
		SP:Iteration 52Q (75812.300000 sec): 3 clusters
  Score: Raw -2656891.146860 + Penalty 4818.363951 = -2652072.782909
  nChanged 2
		SP:Iteration 53Q (75812.560000 sec): 3 clusters
  Score: Raw -2656891.927313 + Penalty 4818.363951 = -2652073.563362
  nChanged 2
		SP:Iteration 54Q (75812.860000 sec): 3 clusters
  Score: Raw -2656892.839223 + Penalty 4818.363951 = -2652074.475272
  nChanged 1
		SP:Iteration 55Q (75813.180000 sec): 3 clusters
  Score: Raw -2656893.058261 + Penalty 4818.363951 = -2652074.694310
  nChanged 1
		SP:Iteration 56Q (75813.460000 sec): 3 clusters
  Score: Raw -2656893.566446 + Penalty 4818.363951 = -2652075.202495
  nChanged 2
		SP:Iteration 57Q (75813.740000 sec): 3 clusters
  Score: Raw -2656895.037982 + Penalty 4818.363951 = -2652076.674031
  nChanged 4
		SP:Iteration 58Q (75814.000000 sec): 3 clusters
  Score: Raw -2656897.650374 + Penalty 4818.363951 = -2652079.286423
  nChanged 3
		SP:Iteration 59Q (75814.270000 sec): 3 clusters
  Score: Raw -2656898.833330 + Penalty 4818.363951 = -2652080.469378
  nChanged 1
		SP:Iteration 60F (75814.600000 sec): 3 clusters
  Score: Raw -2656898.936109 + Penalty 4818.363951 = -2652080.572158
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (11113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75814.720000 sec): 2 clusters
  Score: Raw -1677748.483262 + Penalty 2310.335977 = -1675438.147285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75814.980000 sec): 3 clusters
  Score: Raw -1671743.027680 + Penalty 4620.671953 = -1667122.355726
  nChanged 4577
		SP:Iteration 1F (75815.160000 sec): 3 clusters
  Score: Raw -1674402.005209 + Penalty 4620.671953 = -1669781.333256
  nChanged 861
		SP:Iteration 2F (75815.400000 sec): 3 clusters
  Score: Raw -1675144.149958 + Penalty 4620.671953 = -1670523.478005
  nChanged 857
		SP:Iteration 3F (75815.660000 sec): 3 clusters
  Score: Raw -1675987.727113 + Penalty 4620.671953 = -1671367.055160
  nChanged 829
		SP:Iteration 4F (75815.880000 sec): 3 clusters
  Score: Raw -1676768.105312 + Penalty 4620.671953 = -1672147.433359
  nChanged 702
		SP:Iteration 5F (75816.140000 sec): 3 clusters
  Score: Raw -1677313.996433 + Penalty 4620.671953 = -1672693.324480
  nChanged 594
		SP:Iteration 6F (75816.410000 sec): 3 clusters
  Score: Raw -1677693.531078 + Penalty 4620.671953 = -1673072.859125
  nChanged 464
		SP:Iteration 7Q (75816.680000 sec): 3 clusters
  Score: Raw -1677941.778588 + Penalty 4620.671953 = -1673321.106635
  nChanged 360
		SP:Iteration 8Q (75816.890000 sec): 3 clusters
  Score: Raw -1678111.999431 + Penalty 4620.671953 = -1673491.327478
  nChanged 268
		SP:Iteration 9Q (75817.160000 sec): 3 clusters
  Score: Raw -1678215.458553 + Penalty 4620.671953 = -1673594.786599
  nChanged 199
		SP:Iteration 10Q (75817.370000 sec): 3 clusters
  Score: Raw -1678286.158990 + Penalty 4620.671953 = -1673665.487037
  nChanged 155
		SP:Iteration 11Q (75817.610000 sec): 3 clusters
  Score: Raw -1678323.137742 + Penalty 4620.671953 = -1673702.465789
  nChanged 98
		SP:Iteration 12Q (75817.940000 sec): 3 clusters
  Score: Raw -1678346.857458 + Penalty 4620.671953 = -1673726.185505
  nChanged 78
		SP:Iteration 13Q (75818.220000 sec): 3 clusters
  Score: Raw -1678368.429282 + Penalty 4620.671953 = -1673747.757329
  nChanged 88
		SP:Iteration 14Q (75818.400000 sec): 3 clusters
  Score: Raw -1678393.858126 + Penalty 4620.671953 = -1673773.186173
  nChanged 80
		SP:Iteration 15Q (75818.650000 sec): 3 clusters
  Score: Raw -1678413.121390 + Penalty 4620.671953 = -1673792.449437
  nChanged 58
		SP:Iteration 16Q (75818.860000 sec): 3 clusters
  Score: Raw -1678426.814395 + Penalty 4620.671953 = -1673806.142442
  nChanged 56
		SP:Iteration 17Q (75819.120000 sec): 3 clusters
  Score: Raw -1678439.051324 + Penalty 4620.671953 = -1673818.379371
  nChanged 34
		SP:Iteration 18Q (75819.380000 sec): 3 clusters
  Score: Raw -1678445.470857 + Penalty 4620.671953 = -1673824.798904
  nChanged 28
		SP:Iteration 19Q (75819.660000 sec): 3 clusters
  Score: Raw -1678451.616684 + Penalty 4620.671953 = -1673830.944731
  nChanged 29
		SP:Iteration 20F (75819.930000 sec): 3 clusters
  Score: Raw -1678457.993614 + Penalty 4620.671953 = -1673837.321661
  nChanged 32
		SP:Iteration 21Q (75820.240000 sec): 3 clusters
  Score: Raw -1678464.368722 + Penalty 4620.671953 = -1673843.696769
  nChanged 27
		SP:Iteration 22Q (75820.510000 sec): 3 clusters
  Score: Raw -1678470.544751 + Penalty 4620.671953 = -1673849.872798
  nChanged 25
		SP:Iteration 23Q (75820.860000 sec): 3 clusters
  Score: Raw -1678475.255389 + Penalty 4620.671953 = -1673854.583436
  nChanged 25
		SP:Iteration 24Q (75821.140000 sec): 3 clusters
  Score: Raw -1678479.878560 + Penalty 4620.671953 = -1673859.206606
  nChanged 29
		SP:Iteration 25Q (75821.380000 sec): 3 clusters
  Score: Raw -1678486.409159 + Penalty 4620.671953 = -1673865.737206
  nChanged 27
		SP:Iteration 26Q (75821.600000 sec): 3 clusters
  Score: Raw -1678491.745541 + Penalty 4620.671953 = -1673871.073588
  nChanged 29
		SP:Iteration 27Q (75821.870000 sec): 3 clusters
  Score: Raw -1678497.594072 + Penalty 4620.671953 = -1673876.922118
  nChanged 25
		SP:Iteration 28Q (75822.160000 sec): 3 clusters
  Score: Raw -1678502.916607 + Penalty 4620.671953 = -1673882.244654
  nChanged 29
		SP:Iteration 29Q (75822.430000 sec): 3 clusters
  Score: Raw -1678509.436752 + Penalty 4620.671953 = -1673888.764799
  nChanged 33
		SP:Iteration 30Q (75822.700000 sec): 3 clusters
  Score: Raw -1678516.421628 + Penalty 4620.671953 = -1673895.749675
  nChanged 26
		SP:Iteration 31Q (75822.970000 sec): 3 clusters
  Score: Raw -1678521.769333 + Penalty 4620.671953 = -1673901.097380
  nChanged 26
		SP:Iteration 32Q (75823.240000 sec): 3 clusters
  Score: Raw -1678529.810737 + Penalty 4620.671953 = -1673909.138784
  nChanged 33
		SP:Iteration 33Q (75823.460000 sec): 3 clusters
  Score: Raw -1678538.904156 + Penalty 4620.671953 = -1673918.232203
  nChanged 32
		SP:Iteration 34Q (75823.760000 sec): 3 clusters
  Score: Raw -1678548.310401 + Penalty 4620.671953 = -1673927.638448
  nChanged 38
		SP:Iteration 35Q (75824.100000 sec): 3 clusters
  Score: Raw -1678555.520752 + Penalty 4620.671953 = -1673934.848799
  nChanged 29
		SP:Iteration 36Q (75824.360000 sec): 3 clusters
  Score: Raw -1678560.541968 + Penalty 4620.671953 = -1673939.870015
  nChanged 20
		SP:Iteration 37Q (75824.650000 sec): 3 clusters
  Score: Raw -1678564.128827 + Penalty 4620.671953 = -1673943.456874
  nChanged 22
		SP:Iteration 38Q (75824.860000 sec): 3 clusters
  Score: Raw -1678569.116512 + Penalty 4620.671953 = -1673948.444559
  nChanged 22
		SP:Iteration 39Q (75825.100000 sec): 3 clusters
  Score: Raw -1678574.013530 + Penalty 4620.671953 = -1673953.341577
  nChanged 24
		SP:Iteration 40F (75825.380000 sec): 3 clusters
  Score: Raw -1678578.984031 + Penalty 4620.671953 = -1673958.312078
  nChanged 24
		SP:Iteration 41Q (75825.650000 sec): 3 clusters
  Score: Raw -1678583.602414 + Penalty 4620.671953 = -1673962.930461
  nChanged 14
		SP:Iteration 42Q (75825.850000 sec): 3 clusters
  Score: Raw -1678585.348703 + Penalty 4620.671953 = -1673964.676750
  nChanged 15
		SP:Iteration 43Q (75826.070000 sec): 3 clusters
  Score: Raw -1678588.224139 + Penalty 4620.671953 = -1673967.552186
  nChanged 13
		SP:Iteration 44Q (75826.350000 sec): 3 clusters
  Score: Raw -1678590.013233 + Penalty 4620.671953 = -1673969.341280
  nChanged 14
		SP:Iteration 45Q (75826.640000 sec): 3 clusters
  Score: Raw -1678591.889081 + Penalty 4620.671953 = -1673971.217128
  nChanged 13
		SP:Iteration 46Q (75826.920000 sec): 3 clusters
  Score: Raw -1678594.017866 + Penalty 4620.671953 = -1673973.345913
  nChanged 15
		SP:Iteration 47Q (75827.160000 sec): 3 clusters
  Score: Raw -1678596.693944 + Penalty 4620.671953 = -1673976.021991
  nChanged 15
		SP:Iteration 48Q (75827.390000 sec): 3 clusters
  Score: Raw -1678599.212596 + Penalty 4620.671953 = -1673978.540643
  nChanged 15
		SP:Iteration 49Q (75827.620000 sec): 3 clusters
  Score: Raw -1678602.214156 + Penalty 4620.671953 = -1673981.542203
  nChanged 8
		SP:Iteration 50Q (75827.840000 sec): 3 clusters
  Score: Raw -1678604.290784 + Penalty 4620.671953 = -1673983.618831
  nChanged 12
		SP:Iteration 51Q (75828.060000 sec): 3 clusters
  Score: Raw -1678606.129383 + Penalty 4620.671953 = -1673985.457430
  nChanged 8
		SP:Iteration 52Q (75828.210000 sec): 3 clusters
  Score: Raw -1678607.544863 + Penalty 4620.671953 = -1673986.872910
  nChanged 10
		SP:Iteration 53Q (75828.500000 sec): 3 clusters
  Score: Raw -1678609.280222 + Penalty 4620.671953 = -1673988.608269
  nChanged 14
		SP:Iteration 54Q (75828.780000 sec): 3 clusters
  Score: Raw -1678611.899352 + Penalty 4620.671953 = -1673991.227399
  nChanged 12
		SP:Iteration 55Q (75828.980000 sec): 3 clusters
  Score: Raw -1678613.707777 + Penalty 4620.671953 = -1673993.035824
  nChanged 9
		SP:Iteration 56Q (75829.220000 sec): 3 clusters
  Score: Raw -1678615.035487 + Penalty 4620.671953 = -1673994.363534
  nChanged 10
		SP:Iteration 57Q (75829.380000 sec): 3 clusters
  Score: Raw -1678616.506819 + Penalty 4620.671953 = -1673995.834866
  nChanged 9
		SP:Iteration 58Q (75829.630000 sec): 3 clusters
  Score: Raw -1678618.991570 + Penalty 4620.671953 = -1673998.319617
  nChanged 16
		SP:Iteration 59Q (75829.780000 sec): 3 clusters
  Score: Raw -1678622.174443 + Penalty 4620.671953 = -1674001.502490
  nChanged 12
		SP:Iteration 60F (75829.970000 sec): 3 clusters
  Score: Raw -1678625.286671 + Penalty 4620.671953 = -1674004.614718
  nChanged 11
		SP:Iteration 61Q (75830.220000 sec): 3 clusters
  Score: Raw -1678627.018238 + Penalty 4620.671953 = -1674006.346285
  nChanged 9
		SP:Iteration 62Q (75830.440000 sec): 3 clusters
  Score: Raw -1678628.590289 + Penalty 4620.671953 = -1674007.918336
  nChanged 9
		SP:Iteration 63Q (75830.620000 sec): 3 clusters
  Score: Raw -1678630.159492 + Penalty 4620.671953 = -1674009.487538
  nChanged 7
		SP:Iteration 64Q (75830.850000 sec): 3 clusters
  Score: Raw -1678631.117713 + Penalty 4620.671953 = -1674010.445760
  nChanged 3
		SP:Iteration 65Q (75831.040000 sec): 3 clusters
  Score: Raw -1678631.665162 + Penalty 4620.671953 = -1674010.993208
  nChanged 2
		SP:Iteration 66Q (75831.290000 sec): 3 clusters
  Score: Raw -1678632.129454 + Penalty 4620.671953 = -1674011.457501
  nChanged 1
		SP:Iteration 67Q (75831.510000 sec): 3 clusters
  Score: Raw -1678632.324171 + Penalty 4620.671953 = -1674011.652218
  nChanged 2
		SP:Iteration 68Q (75831.660000 sec): 3 clusters
  Score: Raw -1678632.761150 + Penalty 4620.671953 = -1674012.089197
  nChanged 1
		SP:Iteration 69Q (75831.920000 sec): 3 clusters
  Score: Raw -1678632.914562 + Penalty 4620.671953 = -1674012.242609
  nChanged 1
		SP:Iteration 70Q (75832.130000 sec): 3 clusters
  Score: Raw -1678633.076919 + Penalty 4620.671953 = -1674012.404966
  nChanged 2
		SP:Iteration 71Q (75832.350000 sec): 3 clusters
  Score: Raw -1678633.401675 + Penalty 4620.671953 = -1674012.729722
  nChanged 2
		SP:Iteration 72Q (75832.580000 sec): 3 clusters
  Score: Raw -1678633.555240 + Penalty 4620.671953 = -1674012.883287
  nChanged 1
		SP:Iteration 73Q (75832.710000 sec): 3 clusters
  Score: Raw -1678633.642293 + Penalty 4620.671953 = -1674012.970339
  nChanged 0
		SP:Iteration 74F (75832.960000 sec): 3 clusters
  Score: Raw -1678633.642293 + Penalty 4620.671953 = -1674012.970339
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (2538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75833.040000 sec): 2 clusters
  Score: Raw -381602.132989 + Penalty 1944.104649 = -379658.028340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75833.200000 sec): 3 clusters
  Score: Raw -380617.654682 + Penalty 3888.209298 = -376729.445385
  nChanged 838
		SP:Iteration 1F (75833.330000 sec): 3 clusters
  Score: Raw -381216.293754 + Penalty 3888.209298 = -377328.084457
  nChanged 196
		SP:Iteration 2F (75833.490000 sec): 3 clusters
  Score: Raw -381383.313896 + Penalty 3888.209298 = -377495.104598
  nChanged 137
		SP:Iteration 3F (75833.600000 sec): 3 clusters
  Score: Raw -381496.936576 + Penalty 3888.209298 = -377608.727278
  nChanged 92
		SP:Iteration 4Q (75833.800000 sec): 3 clusters
  Score: Raw -381563.483424 + Penalty 3888.209298 = -377675.274127
  nChanged 64
		SP:Iteration 5Q (75833.930000 sec): 3 clusters
  Score: Raw -381602.740361 + Penalty 3888.209298 = -377714.531064
  nChanged 42
		SP:Iteration 6Q (75834.100000 sec): 3 clusters
  Score: Raw -381625.869825 + Penalty 3888.209298 = -377737.660528
  nChanged 41
		SP:Iteration 7Q (75834.250000 sec): 3 clusters
  Score: Raw -381653.251973 + Penalty 3888.209298 = -377765.042675
  nChanged 50
		SP:Iteration 8Q (75834.440000 sec): 3 clusters
  Score: Raw -381688.361246 + Penalty 3888.209298 = -377800.151949
  nChanged 45
		SP:Iteration 9Q (75834.570000 sec): 3 clusters
  Score: Raw -381717.747245 + Penalty 3888.209298 = -377829.537947
  nChanged 43
		SP:Iteration 10Q (75834.750000 sec): 3 clusters
  Score: Raw -381751.262804 + Penalty 3888.209298 = -377863.053507
  nChanged 39
		SP:Iteration 11Q (75834.900000 sec): 3 clusters
  Score: Raw -381782.957539 + Penalty 3888.209298 = -377894.748241
  nChanged 50
		SP:Iteration 12Q (75835.040000 sec): 3 clusters
  Score: Raw -381820.793888 + Penalty 3888.209298 = -377932.584590
  nChanged 43
		SP:Iteration 13Q (75835.200000 sec): 3 clusters
  Score: Raw -381853.014635 + Penalty 3888.209298 = -377964.805338
  nChanged 38
		SP:Iteration 14Q (75835.340000 sec): 3 clusters
  Score: Raw -381887.727340 + Penalty 3888.209298 = -377999.518042
  nChanged 37
		SP:Iteration 15Q (75835.470000 sec): 3 clusters
  Score: Raw -381922.295791 + Penalty 3888.209298 = -378034.086494
  nChanged 40
		SP:Iteration 16Q (75835.630000 sec): 3 clusters
  Score: Raw -381958.761160 + Penalty 3888.209298 = -378070.551862
  nChanged 33
		SP:Iteration 17Q (75835.800000 sec): 3 clusters
  Score: Raw -381989.105897 + Penalty 3888.209298 = -378100.896599
  nChanged 31
		SP:Iteration 18Q (75835.970000 sec): 3 clusters
  Score: Raw -382016.066242 + Penalty 3888.209298 = -378127.856945
  nChanged 29
		SP:Iteration 19Q (75836.120000 sec): 3 clusters
  Score: Raw -382047.583780 + Penalty 3888.209298 = -378159.374482
  nChanged 36
		SP:Iteration 20F (75836.240000 sec): 3 clusters
  Score: Raw -382080.493616 + Penalty 3888.209298 = -378192.284318
  nChanged 39
		SP:Iteration 21Q (75836.440000 sec): 3 clusters
  Score: Raw -382115.885744 + Penalty 3888.209298 = -378227.676447
  nChanged 31
		SP:Iteration 22Q (75836.630000 sec): 3 clusters
  Score: Raw -382141.026595 + Penalty 3888.209298 = -378252.817297
  nChanged 21
		SP:Iteration 23Q (75836.800000 sec): 3 clusters
  Score: Raw -382161.285509 + Penalty 3888.209298 = -378273.076212
  nChanged 21
		SP:Iteration 24Q (75837.010000 sec): 3 clusters
  Score: Raw -382186.764153 + Penalty 3888.209298 = -378298.554856
  nChanged 28
		SP:Iteration 25Q (75837.180000 sec): 3 clusters
  Score: Raw -382223.327094 + Penalty 3888.209298 = -378335.117796
  nChanged 24
		SP:Iteration 26Q (75837.340000 sec): 3 clusters
  Score: Raw -382243.076773 + Penalty 3888.209298 = -378354.867475
  nChanged 25
		SP:Iteration 27Q (75837.530000 sec): 3 clusters
  Score: Raw -382265.646296 + Penalty 3888.209298 = -378377.436999
  nChanged 13
		SP:Iteration 28Q (75837.660000 sec): 3 clusters
  Score: Raw -382273.754827 + Penalty 3888.209298 = -378385.545529
  nChanged 9
		SP:Iteration 29Q (75837.780000 sec): 3 clusters
  Score: Raw -382279.218343 + Penalty 3888.209298 = -378391.009045
  nChanged 11
		SP:Iteration 30Q (75837.900000 sec): 3 clusters
  Score: Raw -382288.199511 + Penalty 3888.209298 = -378399.990213
  nChanged 10
		SP:Iteration 31Q (75838.110000 sec): 3 clusters
  Score: Raw -382297.211952 + Penalty 3888.209298 = -378409.002655
  nChanged 10
		SP:Iteration 32Q (75838.310000 sec): 3 clusters
  Score: Raw -382304.336139 + Penalty 3888.209298 = -378416.126842
  nChanged 8
		SP:Iteration 33Q (75838.520000 sec): 3 clusters
  Score: Raw -382310.160600 + Penalty 3888.209298 = -378421.951303
  nChanged 7
		SP:Iteration 34Q (75838.740000 sec): 3 clusters
  Score: Raw -382316.388406 + Penalty 3888.209298 = -378428.179108
  nChanged 4
		SP:Iteration 35Q (75838.890000 sec): 3 clusters
  Score: Raw -382318.901231 + Penalty 3888.209298 = -378430.691934
  nChanged 3
		SP:Iteration 36Q (75839.050000 sec): 3 clusters
  Score: Raw -382319.934782 + Penalty 3888.209298 = -378431.725485
  nChanged 2
		SP:Iteration 37Q (75839.250000 sec): 3 clusters
  Score: Raw -382321.616900 + Penalty 3888.209298 = -378433.407602
  nChanged 0
		SP:Iteration 38F (75839.430000 sec): 3 clusters
  Score: Raw -382321.616900 + Penalty 3888.209298 = -378433.407602
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (2479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75839.520000 sec): 2 clusters
  Score: Raw -366445.063669 + Penalty 1938.271412 = -364506.792257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75839.750000 sec): 3 clusters
  Score: Raw -365462.815004 + Penalty 3876.542824 = -361586.272180
  nChanged 849
		SP:Iteration 1F (75839.890000 sec): 3 clusters
  Score: Raw -366082.877874 + Penalty 3876.542824 = -362206.335050
  nChanged 226
		SP:Iteration 2F (75840.130000 sec): 3 clusters
  Score: Raw -366302.807012 + Penalty 3876.542824 = -362426.264188
  nChanged 153
		SP:Iteration 3F (75840.290000 sec): 3 clusters
  Score: Raw -366485.267385 + Penalty 3876.542824 = -362608.724561
  nChanged 153
		SP:Iteration 4F (75840.430000 sec): 3 clusters
  Score: Raw -366664.441544 + Penalty 3876.542824 = -362787.898720
  nChanged 116
		SP:Iteration 5Q (75840.630000 sec): 3 clusters
  Score: Raw -366803.190096 + Penalty 3876.542824 = -362926.647272
  nChanged 123
		SP:Iteration 6Q (75840.830000 sec): 3 clusters
  Score: Raw -366925.811351 + Penalty 3876.542824 = -363049.268527
  nChanged 89
		SP:Iteration 7Q (75841.020000 sec): 3 clusters
  Score: Raw -367020.293518 + Penalty 3876.542824 = -363143.750694
  nChanged 72
		SP:Iteration 8Q (75841.130000 sec): 3 clusters
  Score: Raw -367088.240597 + Penalty 3876.542824 = -363211.697773
  nChanged 56
		SP:Iteration 9Q (75841.270000 sec): 3 clusters
  Score: Raw -367144.533609 + Penalty 3876.542824 = -363267.990785
  nChanged 51
		SP:Iteration 10Q (75841.440000 sec): 3 clusters
  Score: Raw -367191.931921 + Penalty 3876.542824 = -363315.389097
  nChanged 31
		SP:Iteration 11Q (75841.590000 sec): 3 clusters
  Score: Raw -367220.832577 + Penalty 3876.542824 = -363344.289753
  nChanged 25
		SP:Iteration 12Q (75841.750000 sec): 3 clusters
  Score: Raw -367237.086462 + Penalty 3876.542824 = -363360.543638
  nChanged 10
		SP:Iteration 13Q (75841.950000 sec): 3 clusters
  Score: Raw -367242.678584 + Penalty 3876.542824 = -363366.135760
  nChanged 8
		SP:Iteration 14Q (75842.130000 sec): 3 clusters
  Score: Raw -367248.550019 + Penalty 3876.542824 = -363372.007195
  nChanged 6
		SP:Iteration 15Q (75842.300000 sec): 3 clusters
  Score: Raw -367253.303031 + Penalty 3876.542824 = -363376.760207
  nChanged 5
		SP:Iteration 16Q (75842.410000 sec): 3 clusters
  Score: Raw -367256.592024 + Penalty 3876.542824 = -363380.049201
  nChanged 4
		SP:Iteration 17Q (75842.590000 sec): 3 clusters
  Score: Raw -367258.434526 + Penalty 3876.542824 = -363381.891702
  nChanged 4
		SP:Iteration 18Q (75842.780000 sec): 3 clusters
  Score: Raw -367261.404952 + Penalty 3876.542824 = -363384.862129
  nChanged 6
		SP:Iteration 19Q (75842.950000 sec): 3 clusters
  Score: Raw -367264.916536 + Penalty 3876.542824 = -363388.373712
  nChanged 5
		SP:Iteration 20F (75843.130000 sec): 3 clusters
  Score: Raw -367268.889143 + Penalty 3876.542824 = -363392.346320
  nChanged 5
		SP:Iteration 21Q (75843.290000 sec): 3 clusters
  Score: Raw -367272.757903 + Penalty 3876.542824 = -363396.215079
  nChanged 6
		SP:Iteration 22Q (75843.450000 sec): 3 clusters
  Score: Raw -367275.731019 + Penalty 3876.542824 = -363399.188195
  nChanged 2
		SP:Iteration 23Q (75843.590000 sec): 3 clusters
  Score: Raw -367276.787975 + Penalty 3876.542824 = -363400.245151
  nChanged 3
		SP:Iteration 24Q (75843.770000 sec): 3 clusters
  Score: Raw -367279.034894 + Penalty 3876.542824 = -363402.492070
  nChanged 5
		SP:Iteration 25Q (75843.910000 sec): 3 clusters
  Score: Raw -367282.923874 + Penalty 3876.542824 = -363406.381050
  nChanged 6
		SP:Iteration 26Q (75844.050000 sec): 3 clusters
  Score: Raw -367288.251578 + Penalty 3876.542824 = -363411.708754
  nChanged 8
		SP:Iteration 27Q (75844.230000 sec): 3 clusters
  Score: Raw -367304.546695 + Penalty 3876.542824 = -363428.003871
  nChanged 17
		SP:Iteration 28Q (75844.390000 sec): 3 clusters
  Score: Raw -367318.195774 + Penalty 3876.542824 = -363441.652950
  nChanged 10
		SP:Iteration 29Q (75844.540000 sec): 3 clusters
  Score: Raw -367325.303972 + Penalty 3876.542824 = -363448.761148
  nChanged 11
		SP:Iteration 30Q (75844.710000 sec): 3 clusters
  Score: Raw -367331.923849 + Penalty 3876.542824 = -363455.381025
  nChanged 8
		SP:Iteration 31Q (75844.830000 sec): 3 clusters
  Score: Raw -367335.962888 + Penalty 3876.542824 = -363459.420064
  nChanged 7
		SP:Iteration 32Q (75844.990000 sec): 3 clusters
  Score: Raw -367340.728891 + Penalty 3876.542824 = -363464.186068
  nChanged 8
		SP:Iteration 33Q (75845.110000 sec): 3 clusters
  Score: Raw -367345.973141 + Penalty 3876.542824 = -363469.430317
  nChanged 8
		SP:Iteration 34Q (75845.290000 sec): 3 clusters
  Score: Raw -367352.347379 + Penalty 3876.542824 = -363475.804555
  nChanged 8
		SP:Iteration 35Q (75845.470000 sec): 3 clusters
  Score: Raw -367358.504522 + Penalty 3876.542824 = -363481.961698
  nChanged 7
		SP:Iteration 36Q (75845.650000 sec): 3 clusters
  Score: Raw -367363.518999 + Penalty 3876.542824 = -363486.976175
  nChanged 8
		SP:Iteration 37Q (75845.820000 sec): 3 clusters
  Score: Raw -367368.729883 + Penalty 3876.542824 = -363492.187059
  nChanged 7
		SP:Iteration 38Q (75845.980000 sec): 3 clusters
  Score: Raw -367374.857109 + Penalty 3876.542824 = -363498.314285
  nChanged 5
		SP:Iteration 39Q (75846.090000 sec): 3 clusters
  Score: Raw -367378.680128 + Penalty 3876.542824 = -363502.137304
  nChanged 2
		SP:Iteration 40F (75846.230000 sec): 3 clusters
  Score: Raw -367379.284497 + Penalty 3876.542824 = -363502.741673
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (18820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75846.460000 sec): 2 clusters
  Score: Raw -3030179.040434 + Penalty 2440.983502 = -3027738.056932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75846.770000 sec): 3 clusters
  Score: Raw -3019376.406954 + Penalty 4881.967005 = -3014494.439949
  nChanged 8193
		SP:Iteration 1F (75847.110000 sec): 3 clusters
  Score: Raw -3023670.402155 + Penalty 4881.967005 = -3018788.435150
  nChanged 1071
		SP:Iteration 2F (75847.360000 sec): 3 clusters
  Score: Raw -3024091.102694 + Penalty 4881.967005 = -3019209.135689
  nChanged 926
		SP:Iteration 3Q (75847.710000 sec): 3 clusters
  Score: Raw -3024425.771637 + Penalty 4881.967005 = -3019543.804632
  nChanged 816
		SP:Iteration 4Q (75848.030000 sec): 3 clusters
  Score: Raw -3024725.830990 + Penalty 4881.967005 = -3019843.863985
  nChanged 763
		SP:Iteration 5Q (75848.360000 sec): 3 clusters
  Score: Raw -3025009.790978 + Penalty 4881.967005 = -3020127.823973
  nChanged 763
		SP:Iteration 6Q (75848.660000 sec): 3 clusters
  Score: Raw -3025358.137798 + Penalty 4881.967005 = -3020476.170793
  nChanged 832
		SP:Iteration 7Q (75849.000000 sec): 3 clusters
  Score: Raw -3025790.761157 + Penalty 4881.967005 = -3020908.794153
  nChanged 971
		SP:Iteration 8F (75849.350000 sec): 3 clusters
  Score: Raw -3026372.080179 + Penalty 4881.967005 = -3021490.113174
  nChanged 1042
		SP:Iteration 9F (75849.660000 sec): 3 clusters
  Score: Raw -3027092.321792 + Penalty 4881.967005 = -3022210.354787
  nChanged 1054
		SP:Iteration 10F (75850.090000 sec): 3 clusters
  Score: Raw -3027909.203788 + Penalty 4881.967005 = -3023027.236784
  nChanged 908
		SP:Iteration 11Q (75850.420000 sec): 3 clusters
  Score: Raw -3028720.250499 + Penalty 4881.967005 = -3023838.283494
  nChanged 720
		SP:Iteration 12Q (75850.720000 sec): 3 clusters
  Score: Raw -3029419.304361 + Penalty 4881.967005 = -3024537.337356
  nChanged 559
		SP:Iteration 13Q (75851.030000 sec): 3 clusters
  Score: Raw -3029875.667591 + Penalty 4881.967005 = -3024993.700586
  nChanged 383
		SP:Iteration 14Q (75851.380000 sec): 3 clusters
  Score: Raw -3030100.070033 + Penalty 4881.967005 = -3025218.103028
  nChanged 243
		SP:Iteration 15Q (75851.650000 sec): 3 clusters
  Score: Raw -3030216.980137 + Penalty 4881.967005 = -3025335.013132
  nChanged 151
		SP:Iteration 16Q (75851.980000 sec): 3 clusters
  Score: Raw -3030281.049193 + Penalty 4881.967005 = -3025399.082189
  nChanged 114
		SP:Iteration 17Q (75852.240000 sec): 3 clusters
  Score: Raw -3030324.649847 + Penalty 4881.967005 = -3025442.682842
  nChanged 105
		SP:Iteration 18Q (75852.520000 sec): 3 clusters
  Score: Raw -3030360.246576 + Penalty 4881.967005 = -3025478.279571
  nChanged 86
		SP:Iteration 19Q (75852.840000 sec): 3 clusters
  Score: Raw -3030387.754907 + Penalty 4881.967005 = -3025505.787902
  nChanged 64
		SP:Iteration 20F (75853.120000 sec): 3 clusters
  Score: Raw -3030406.068570 + Penalty 4881.967005 = -3025524.101565
  nChanged 59
		SP:Iteration 21Q (75853.510000 sec): 3 clusters
  Score: Raw -3030423.498620 + Penalty 4881.967005 = -3025541.531615
  nChanged 59
		SP:Iteration 22Q (75853.840000 sec): 3 clusters
  Score: Raw -3030439.082903 + Penalty 4881.967005 = -3025557.115898
  nChanged 42
		SP:Iteration 23Q (75854.160000 sec): 3 clusters
  Score: Raw -3030450.106190 + Penalty 4881.967005 = -3025568.139185
  nChanged 33
		SP:Iteration 24Q (75854.410000 sec): 3 clusters
  Score: Raw -3030460.269000 + Penalty 4881.967005 = -3025578.301995
  nChanged 36
		SP:Iteration 25Q (75854.700000 sec): 3 clusters
  Score: Raw -3030467.962322 + Penalty 4881.967005 = -3025585.995317
  nChanged 22
		SP:Iteration 26Q (75855.110000 sec): 3 clusters
  Score: Raw -3030473.092690 + Penalty 4881.967005 = -3025591.125686
  nChanged 30
		SP:Iteration 27Q (75855.410000 sec): 3 clusters
  Score: Raw -3030480.528502 + Penalty 4881.967005 = -3025598.561497
  nChanged 31
		SP:Iteration 28Q (75855.790000 sec): 3 clusters
  Score: Raw -3030489.003034 + Penalty 4881.967005 = -3025607.036029
  nChanged 30
		SP:Iteration 29Q (75856.160000 sec): 3 clusters
  Score: Raw -3030498.022257 + Penalty 4881.967005 = -3025616.055253
  nChanged 32
		SP:Iteration 30Q (75856.570000 sec): 3 clusters
  Score: Raw -3030507.167961 + Penalty 4881.967005 = -3025625.200956
  nChanged 25
		SP:Iteration 31Q (75856.750000 sec): 3 clusters
  Score: Raw -3030512.915143 + Penalty 4881.967005 = -3025630.948138
  nChanged 20
		SP:Iteration 32Q (75857.040000 sec): 3 clusters
  Score: Raw -3030517.760454 + Penalty 4881.967005 = -3025635.793449
  nChanged 15
		SP:Iteration 33Q (75857.380000 sec): 3 clusters
  Score: Raw -3030520.939243 + Penalty 4881.967005 = -3025638.972238
  nChanged 24
		SP:Iteration 34Q (75857.660000 sec): 3 clusters
  Score: Raw -3030527.179366 + Penalty 4881.967005 = -3025645.212361
  nChanged 36
		SP:Iteration 35Q (75858.010000 sec): 3 clusters
  Score: Raw -3030537.302132 + Penalty 4881.967005 = -3025655.335127
  nChanged 37
		SP:Iteration 36Q (75858.320000 sec): 3 clusters
  Score: Raw -3030545.117474 + Penalty 4881.967005 = -3025663.150469
  nChanged 26
		SP:Iteration 37Q (75858.650000 sec): 3 clusters
  Score: Raw -3030551.556882 + Penalty 4881.967005 = -3025669.589877
  nChanged 20
		SP:Iteration 38Q (75858.980000 sec): 3 clusters
  Score: Raw -3030556.387196 + Penalty 4881.967005 = -3025674.420191
  nChanged 21
		SP:Iteration 39Q (75859.230000 sec): 3 clusters
  Score: Raw -3030560.844277 + Penalty 4881.967005 = -3025678.877272
  nChanged 18
		SP:Iteration 40F (75859.570000 sec): 3 clusters
  Score: Raw -3030565.983266 + Penalty 4881.967005 = -3025684.016261
  nChanged 24
		SP:Iteration 41Q (75859.850000 sec): 3 clusters
  Score: Raw -3030571.887114 + Penalty 4881.967005 = -3025689.920109
  nChanged 21
		SP:Iteration 42Q (75860.180000 sec): 3 clusters
  Score: Raw -3030577.514135 + Penalty 4881.967005 = -3025695.547130
  nChanged 15
		SP:Iteration 43Q (75860.410000 sec): 3 clusters
  Score: Raw -3030581.333338 + Penalty 4881.967005 = -3025699.366333
  nChanged 11
		SP:Iteration 44Q (75860.740000 sec): 3 clusters
  Score: Raw -3030583.648432 + Penalty 4881.967005 = -3025701.681427
  nChanged 7
		SP:Iteration 45Q (75860.990000 sec): 3 clusters
  Score: Raw -3030585.414327 + Penalty 4881.967005 = -3025703.447322
  nChanged 12
		SP:Iteration 46Q (75861.290000 sec): 3 clusters
  Score: Raw -3030588.952854 + Penalty 4881.967005 = -3025706.985849
  nChanged 20
		SP:Iteration 47Q (75861.640000 sec): 3 clusters
  Score: Raw -3030593.481427 + Penalty 4881.967005 = -3025711.514422
  nChanged 19
		SP:Iteration 48Q (75861.890000 sec): 3 clusters
  Score: Raw -3030598.490784 + Penalty 4881.967005 = -3025716.523779
  nChanged 15
		SP:Iteration 49Q (75862.230000 sec): 3 clusters
  Score: Raw -3030601.611762 + Penalty 4881.967005 = -3025719.644757
  nChanged 15
		SP:Iteration 50Q (75862.550000 sec): 3 clusters
  Score: Raw -3030604.888583 + Penalty 4881.967005 = -3025722.921578
  nChanged 15
		SP:Iteration 51Q (75862.890000 sec): 3 clusters
  Score: Raw -3030608.535877 + Penalty 4881.967005 = -3025726.568872
  nChanged 16
		SP:Iteration 52Q (75863.250000 sec): 3 clusters
  Score: Raw -3030612.857163 + Penalty 4881.967005 = -3025730.890158
  nChanged 12
		SP:Iteration 53Q (75863.610000 sec): 3 clusters
  Score: Raw -3030616.545870 + Penalty 4881.967005 = -3025734.578865
  nChanged 15
		SP:Iteration 54Q (75863.880000 sec): 3 clusters
  Score: Raw -3030621.119336 + Penalty 4881.967005 = -3025739.152331
  nChanged 17
		SP:Iteration 55Q (75864.150000 sec): 3 clusters
  Score: Raw -3030625.926199 + Penalty 4881.967005 = -3025743.959194
  nChanged 17
		SP:Iteration 56Q (75864.450000 sec): 3 clusters
  Score: Raw -3030630.779523 + Penalty 4881.967005 = -3025748.812519
  nChanged 14
		SP:Iteration 57Q (75864.790000 sec): 3 clusters
  Score: Raw -3030634.371710 + Penalty 4881.967005 = -3025752.404705
  nChanged 7
		SP:Iteration 58Q (75865.110000 sec): 3 clusters
  Score: Raw -3030636.235779 + Penalty 4881.967005 = -3025754.268775
  nChanged 10
		SP:Iteration 59Q (75865.360000 sec): 3 clusters
  Score: Raw -3030638.865487 + Penalty 4881.967005 = -3025756.898482
  nChanged 11
		SP:Iteration 60F (75865.750000 sec): 3 clusters
  Score: Raw -3030641.984540 + Penalty 4881.967005 = -3025760.017535
  nChanged 10
		SP:Iteration 61Q (75866.100000 sec): 3 clusters
  Score: Raw -3030644.422444 + Penalty 4881.967005 = -3025762.455439
  nChanged 10
		SP:Iteration 62Q (75866.450000 sec): 3 clusters
  Score: Raw -3030648.473470 + Penalty 4881.967005 = -3025766.506465
  nChanged 15
		SP:Iteration 63Q (75866.770000 sec): 3 clusters
  Score: Raw -3030652.505935 + Penalty 4881.967005 = -3025770.538930
  nChanged 10
		SP:Iteration 64Q (75867.100000 sec): 3 clusters
  Score: Raw -3030655.933060 + Penalty 4881.967005 = -3025773.966055
  nChanged 16
		SP:Iteration 65Q (75867.510000 sec): 3 clusters
  Score: Raw -3030661.465064 + Penalty 4881.967005 = -3025779.498059
  nChanged 20
		SP:Iteration 66Q (75867.760000 sec): 3 clusters
  Score: Raw -3030670.421882 + Penalty 4881.967005 = -3025788.454877
  nChanged 23
		SP:Iteration 67Q (75868.050000 sec): 3 clusters
  Score: Raw -3030679.943056 + Penalty 4881.967005 = -3025797.976051
  nChanged 20
		SP:Iteration 68Q (75868.450000 sec): 3 clusters
  Score: Raw -3030685.872174 + Penalty 4881.967005 = -3025803.905169
  nChanged 15
		SP:Iteration 69Q (75868.780000 sec): 3 clusters
  Score: Raw -3030689.216978 + Penalty 4881.967005 = -3025807.249973
  nChanged 11
		SP:Iteration 70Q (75869.150000 sec): 3 clusters
  Score: Raw -3030691.323164 + Penalty 4881.967005 = -3025809.356159
  nChanged 8
		SP:Iteration 71Q (75869.430000 sec): 3 clusters
  Score: Raw -3030692.910156 + Penalty 4881.967005 = -3025810.943151
  nChanged 4
		SP:Iteration 72Q (75869.810000 sec): 3 clusters
  Score: Raw -3030694.229279 + Penalty 4881.967005 = -3025812.262274
  nChanged 2
		SP:Iteration 73Q (75870.090000 sec): 3 clusters
  Score: Raw -3030694.559546 + Penalty 4881.967005 = -3025812.592541
  nChanged 2
		SP:Iteration 74Q (75870.430000 sec): 3 clusters
  Score: Raw -3030695.089485 + Penalty 4881.967005 = -3025813.122480
  nChanged 7
		SP:Iteration 75Q (75870.680000 sec): 3 clusters
  Score: Raw -3030696.539229 + Penalty 4881.967005 = -3025814.572224
  nChanged 5
		SP:Iteration 76Q (75871.010000 sec): 3 clusters
  Score: Raw -3030697.741454 + Penalty 4881.967005 = -3025815.774449
  nChanged 6
		SP:Iteration 77Q (75871.290000 sec): 3 clusters
  Score: Raw -3030699.119423 + Penalty 4881.967005 = -3025817.152418
  nChanged 6
		SP:Iteration 78Q (75871.580000 sec): 3 clusters
  Score: Raw -3030700.575768 + Penalty 4881.967005 = -3025818.608763
  nChanged 5
		SP:Iteration 79Q (75871.920000 sec): 3 clusters
  Score: Raw -3030701.631512 + Penalty 4881.967005 = -3025819.664507
  nChanged 7
		SP:Iteration 80F (75872.250000 sec): 3 clusters
  Score: Raw -3030703.077467 + Penalty 4881.967005 = -3025821.110462
  nChanged 5
		SP:Iteration 81Q (75872.530000 sec): 3 clusters
  Score: Raw -3030704.312186 + Penalty 4881.967005 = -3025822.345181
  nChanged 7
		SP:Iteration 82Q (75872.810000 sec): 3 clusters
  Score: Raw -3030705.668461 + Penalty 4881.967005 = -3025823.701456
  nChanged 4
		SP:Iteration 83Q (75873.090000 sec): 3 clusters
  Score: Raw -3030707.288313 + Penalty 4881.967005 = -3025825.321309
  nChanged 8
		SP:Iteration 84Q (75873.390000 sec): 3 clusters
  Score: Raw -3030710.520730 + Penalty 4881.967005 = -3025828.553725
  nChanged 7
		SP:Iteration 85Q (75873.680000 sec): 3 clusters
  Score: Raw -3030711.516722 + Penalty 4881.967005 = -3025829.549717
  nChanged 2
		SP:Iteration 86Q (75874.020000 sec): 3 clusters
  Score: Raw -3030711.932602 + Penalty 4881.967005 = -3025829.965597
  nChanged 2
		SP:Iteration 87Q (75874.320000 sec): 3 clusters
  Score: Raw -3030712.471424 + Penalty 4881.967005 = -3025830.504419
  nChanged 1
		SP:Iteration 88Q (75874.680000 sec): 3 clusters
  Score: Raw -3030712.595663 + Penalty 4881.967005 = -3025830.628658
  nChanged 2
		SP:Iteration 89Q (75875.020000 sec): 3 clusters
  Score: Raw -3030712.838518 + Penalty 4881.967005 = -3025830.871513
  nChanged 0
		SP:Iteration 90F (75875.340000 sec): 3 clusters
  Score: Raw -3030712.838518 + Penalty 4881.967005 = -3025830.871513
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (8383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75875.440000 sec): 2 clusters
  Score: Raw -1337827.081856 + Penalty 2240.422359 = -1335586.659497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75875.740000 sec): 3 clusters
  Score: Raw -1333458.617652 + Penalty 4480.844718 = -1328977.772934
  nChanged 3380
		SP:Iteration 1F (75875.930000 sec): 3 clusters
  Score: Raw -1335252.958768 + Penalty 4480.844718 = -1330772.114050
  nChanged 573
		SP:Iteration 2F (75876.110000 sec): 3 clusters
  Score: Raw -1335531.102255 + Penalty 4480.844718 = -1331050.257537
  nChanged 433
		SP:Iteration 3F (75876.330000 sec): 3 clusters
  Score: Raw -1335759.649369 + Penalty 4480.844718 = -1331278.804651
  nChanged 391
		SP:Iteration 4Q (75876.540000 sec): 3 clusters
  Score: Raw -1335956.817680 + Penalty 4480.844718 = -1331475.972962
  nChanged 352
		SP:Iteration 5Q (75876.750000 sec): 3 clusters
  Score: Raw -1336126.076609 + Penalty 4480.844718 = -1331645.231891
  nChanged 323
		SP:Iteration 6Q (75876.930000 sec): 3 clusters
  Score: Raw -1336295.013371 + Penalty 4480.844718 = -1331814.168654
  nChanged 310
		SP:Iteration 7Q (75877.090000 sec): 3 clusters
  Score: Raw -1336453.434176 + Penalty 4480.844718 = -1331972.589459
  nChanged 292
		SP:Iteration 8Q (75877.320000 sec): 3 clusters
  Score: Raw -1336588.185054 + Penalty 4480.844718 = -1332107.340337
  nChanged 239
		SP:Iteration 9Q (75877.580000 sec): 3 clusters
  Score: Raw -1336699.072101 + Penalty 4480.844718 = -1332218.227383
  nChanged 227
		SP:Iteration 10Q (75877.770000 sec): 3 clusters
  Score: Raw -1336799.270826 + Penalty 4480.844718 = -1332318.426108
  nChanged 193
		SP:Iteration 11Q (75878.070000 sec): 3 clusters
  Score: Raw -1336880.606686 + Penalty 4480.844718 = -1332399.761968
  nChanged 176
		SP:Iteration 12Q (75878.260000 sec): 3 clusters
  Score: Raw -1336959.250022 + Penalty 4480.844718 = -1332478.405304
  nChanged 157
		SP:Iteration 13Q (75878.490000 sec): 3 clusters
  Score: Raw -1337016.834062 + Penalty 4480.844718 = -1332535.989345
  nChanged 132
		SP:Iteration 14Q (75878.710000 sec): 3 clusters
  Score: Raw -1337066.455654 + Penalty 4480.844718 = -1332585.610936
  nChanged 114
		SP:Iteration 15Q (75878.930000 sec): 3 clusters
  Score: Raw -1337102.471094 + Penalty 4480.844718 = -1332621.626376
  nChanged 98
		SP:Iteration 16Q (75879.170000 sec): 3 clusters
  Score: Raw -1337131.524604 + Penalty 4480.844718 = -1332650.679886
  nChanged 71
		SP:Iteration 17Q (75879.410000 sec): 3 clusters
  Score: Raw -1337148.994885 + Penalty 4480.844718 = -1332668.150167
  nChanged 59
		SP:Iteration 18Q (75879.620000 sec): 3 clusters
  Score: Raw -1337164.090588 + Penalty 4480.844718 = -1332683.245870
  nChanged 52
		SP:Iteration 19Q (75879.790000 sec): 3 clusters
  Score: Raw -1337178.095391 + Penalty 4480.844718 = -1332697.250673
  nChanged 49
		SP:Iteration 20F (75880.050000 sec): 3 clusters
  Score: Raw -1337190.256852 + Penalty 4480.844718 = -1332709.412135
  nChanged 37
		SP:Iteration 21Q (75880.190000 sec): 3 clusters
  Score: Raw -1337196.490330 + Penalty 4480.844718 = -1332715.645612
  nChanged 23
		SP:Iteration 22Q (75880.460000 sec): 3 clusters
  Score: Raw -1337200.075507 + Penalty 4480.844718 = -1332719.230789
  nChanged 18
		SP:Iteration 23Q (75880.710000 sec): 3 clusters
  Score: Raw -1337203.449827 + Penalty 4480.844718 = -1332722.605109
  nChanged 18
		SP:Iteration 24Q (75880.970000 sec): 3 clusters
  Score: Raw -1337206.909238 + Penalty 4480.844718 = -1332726.064520
  nChanged 14
		SP:Iteration 25Q (75881.150000 sec): 3 clusters
  Score: Raw -1337210.236457 + Penalty 4480.844718 = -1332729.391739
  nChanged 11
		SP:Iteration 26Q (75881.340000 sec): 3 clusters
  Score: Raw -1337212.805378 + Penalty 4480.844718 = -1332731.960661
  nChanged 18
		SP:Iteration 27Q (75881.610000 sec): 3 clusters
  Score: Raw -1337215.346552 + Penalty 4480.844718 = -1332734.501834
  nChanged 9
		SP:Iteration 28Q (75881.850000 sec): 3 clusters
  Score: Raw -1337216.451660 + Penalty 4480.844718 = -1332735.606942
  nChanged 6
		SP:Iteration 29Q (75882.080000 sec): 3 clusters
  Score: Raw -1337217.362403 + Penalty 4480.844718 = -1332736.517686
  nChanged 6
		SP:Iteration 30Q (75882.280000 sec): 3 clusters
  Score: Raw -1337218.470793 + Penalty 4480.844718 = -1332737.626075
  nChanged 6
		SP:Iteration 31Q (75882.500000 sec): 3 clusters
  Score: Raw -1337219.498168 + Penalty 4480.844718 = -1332738.653450
  nChanged 4
		SP:Iteration 32Q (75882.660000 sec): 3 clusters
  Score: Raw -1337220.190602 + Penalty 4480.844718 = -1332739.345885
  nChanged 4
		SP:Iteration 33Q (75882.870000 sec): 3 clusters
  Score: Raw -1337220.846485 + Penalty 4480.844718 = -1332740.001767
  nChanged 4
		SP:Iteration 34Q (75883.080000 sec): 3 clusters
  Score: Raw -1337221.361110 + Penalty 4480.844718 = -1332740.516392
  nChanged 4
		SP:Iteration 35Q (75883.300000 sec): 3 clusters
  Score: Raw -1337222.027026 + Penalty 4480.844718 = -1332741.182308
  nChanged 5
		SP:Iteration 36Q (75883.510000 sec): 3 clusters
  Score: Raw -1337222.660918 + Penalty 4480.844718 = -1332741.816200
  nChanged 2
		SP:Iteration 37Q (75883.720000 sec): 3 clusters
  Score: Raw -1337223.082857 + Penalty 4480.844718 = -1332742.238139
  nChanged 4
		SP:Iteration 38Q (75883.940000 sec): 3 clusters
  Score: Raw -1337223.980188 + Penalty 4480.844718 = -1332743.135470
  nChanged 6
		SP:Iteration 39Q (75884.150000 sec): 3 clusters
  Score: Raw -1337225.007992 + Penalty 4480.844718 = -1332744.163274
  nChanged 7
		SP:Iteration 40F (75884.360000 sec): 3 clusters
  Score: Raw -1337226.363314 + Penalty 4480.844718 = -1332745.518596
  nChanged 7
		SP:Iteration 41Q (75884.570000 sec): 3 clusters
  Score: Raw -1337227.748171 + Penalty 4480.844718 = -1332746.903453
  nChanged 5
		SP:Iteration 42Q (75884.830000 sec): 3 clusters
  Score: Raw -1337228.708112 + Penalty 4480.844718 = -1332747.863394
  nChanged 5
		SP:Iteration 43Q (75885.040000 sec): 3 clusters
  Score: Raw -1337229.467971 + Penalty 4480.844718 = -1332748.623253
  nChanged 2
		SP:Iteration 44Q (75885.250000 sec): 3 clusters
  Score: Raw -1337229.798497 + Penalty 4480.844718 = -1332748.953780
  nChanged 3
		SP:Iteration 45Q (75885.470000 sec): 3 clusters
  Score: Raw -1337230.505211 + Penalty 4480.844718 = -1332749.660493
  nChanged 6
		SP:Iteration 46Q (75885.680000 sec): 3 clusters
  Score: Raw -1337231.658475 + Penalty 4480.844718 = -1332750.813757
  nChanged 8
		SP:Iteration 47Q (75885.890000 sec): 3 clusters
  Score: Raw -1337233.115068 + Penalty 4480.844718 = -1332752.270350
  nChanged 10
		SP:Iteration 48Q (75886.100000 sec): 3 clusters
  Score: Raw -1337234.838934 + Penalty 4480.844718 = -1332753.994216
  nChanged 7
		SP:Iteration 49Q (75886.310000 sec): 3 clusters
  Score: Raw -1337236.420219 + Penalty 4480.844718 = -1332755.575501
  nChanged 5
		SP:Iteration 50Q (75886.520000 sec): 3 clusters
  Score: Raw -1337237.862600 + Penalty 4480.844718 = -1332757.017883
  nChanged 7
		SP:Iteration 51Q (75886.730000 sec): 3 clusters
  Score: Raw -1337239.448952 + Penalty 4480.844718 = -1332758.604234
  nChanged 5
		SP:Iteration 52Q (75886.940000 sec): 3 clusters
  Score: Raw -1337240.386809 + Penalty 4480.844718 = -1332759.542091
  nChanged 7
		SP:Iteration 53Q (75887.150000 sec): 3 clusters
  Score: Raw -1337241.507257 + Penalty 4480.844718 = -1332760.662539
  nChanged 6
		SP:Iteration 54Q (75887.360000 sec): 3 clusters
  Score: Raw -1337242.692466 + Penalty 4480.844718 = -1332761.847748
  nChanged 9
		SP:Iteration 55Q (75887.570000 sec): 3 clusters
  Score: Raw -1337244.133976 + Penalty 4480.844718 = -1332763.289258
  nChanged 8
		SP:Iteration 56Q (75887.780000 sec): 3 clusters
  Score: Raw -1337245.548623 + Penalty 4480.844718 = -1332764.703905
  nChanged 4
		SP:Iteration 57Q (75887.990000 sec): 3 clusters
  Score: Raw -1337246.239589 + Penalty 4480.844718 = -1332765.394871
  nChanged 3
		SP:Iteration 58Q (75888.200000 sec): 3 clusters
  Score: Raw -1337246.589029 + Penalty 4480.844718 = -1332765.744311
  nChanged 2
		SP:Iteration 59Q (75888.410000 sec): 3 clusters
  Score: Raw -1337247.190934 + Penalty 4480.844718 = -1332766.346216
  nChanged 4
		SP:Iteration 60F (75888.620000 sec): 3 clusters
  Score: Raw -1337247.618306 + Penalty 4480.844718 = -1332766.773588
  nChanged 1
		SP:Iteration 61Q (75888.830000 sec): 3 clusters
  Score: Raw -1337247.680224 + Penalty 4480.844718 = -1332766.835506
  nChanged 1
		SP:Iteration 62Q (75889.050000 sec): 3 clusters
  Score: Raw -1337247.949435 + Penalty 4480.844718 = -1332767.104717
  nChanged 0
		SP:Iteration 63F (75889.260000 sec): 3 clusters
  Score: Raw -1337247.949435 + Penalty 4480.844718 = -1332767.104717
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75889.350000 sec): 2 clusters
  Score: Raw -47288.633143 + Penalty 1465.877568 = -45822.755575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75889.530000 sec): 3 clusters
  Score: Raw -47485.085836 + Penalty 2931.755135 = -44553.330701
  nChanged 80
		SP:Iteration 1F (75889.700000 sec): 3 clusters
  Score: Raw -47762.151893 + Penalty 2931.755135 = -44830.396757
  nChanged 22
		SP:Iteration 2F (75889.880000 sec): 3 clusters
  Score: Raw -47872.288659 + Penalty 2931.755135 = -44940.533524
  nChanged 22
		SP:Iteration 3F (75890.050000 sec): 3 clusters
  Score: Raw -47973.903621 + Penalty 2931.755135 = -45042.148485
  nChanged 11
		SP:Iteration 4Q (75890.230000 sec): 3 clusters
  Score: Raw -48051.732056 + Penalty 2931.755135 = -45119.976921
  nChanged 8
		SP:Iteration 5Q (75890.410000 sec): 3 clusters
  Score: Raw -48124.988592 + Penalty 2931.755135 = -45193.233456
  nChanged 11
		SP:Iteration 6Q (75890.580000 sec): 3 clusters
  Score: Raw -48195.798949 + Penalty 2931.755135 = -45264.043813
  nChanged 7
		SP:Iteration 7Q (75890.760000 sec): 3 clusters
  Score: Raw -48285.192707 + Penalty 2931.755135 = -45353.437572
  nChanged 3
		SP:Iteration 8Q (75890.930000 sec): 3 clusters
  Score: Raw -48292.250510 + Penalty 2931.755135 = -45360.495375
  nChanged 1
		SP:Iteration 9Q (75891.110000 sec): 3 clusters
  Score: Raw -48299.000540 + Penalty 2931.755135 = -45367.245404
  nChanged 1
		SP:Iteration 10Q (75891.290000 sec): 3 clusters
  Score: Raw -48302.962679 + Penalty 2931.755135 = -45371.207543
  nChanged 0
		SP:Iteration 11F (75891.460000 sec): 3 clusters
  Score: Raw -48302.962679 + Penalty 2931.755135 = -45371.207543
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (4808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75891.590000 sec): 2 clusters
  Score: Raw -749588.828474 + Penalty 2102.553046 = -747486.275428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75891.790000 sec): 3 clusters
  Score: Raw -747236.275332 + Penalty 4205.106092 = -743031.169240
  nChanged 1817
		SP:Iteration 1F (75891.950000 sec): 3 clusters
  Score: Raw -748290.967934 + Penalty 4205.106092 = -744085.861841
  nChanged 402
		SP:Iteration 2F (75892.110000 sec): 3 clusters
  Score: Raw -748558.657719 + Penalty 4205.106092 = -744353.551627
  nChanged 304
		SP:Iteration 3F (75892.270000 sec): 3 clusters
  Score: Raw -748792.861077 + Penalty 4205.106092 = -744587.754985
  nChanged 280
		SP:Iteration 4F (75892.440000 sec): 3 clusters
  Score: Raw -749039.808646 + Penalty 4205.106092 = -744834.702554
  nChanged 259
		SP:Iteration 5F (75892.650000 sec): 3 clusters
  Score: Raw -749300.404409 + Penalty 4205.106092 = -745095.298317
  nChanged 289
		SP:Iteration 6F (75892.820000 sec): 3 clusters
  Score: Raw -749608.283729 + Penalty 4205.106092 = -745403.177637
  nChanged 281
		SP:Iteration 7F (75892.990000 sec): 3 clusters
  Score: Raw -749912.610353 + Penalty 4205.106092 = -745707.504261
  nChanged 258
		SP:Iteration 8F (75893.150000 sec): 3 clusters
  Score: Raw -750149.164748 + Penalty 4205.106092 = -745944.058656
  nChanged 206
		SP:Iteration 9Q (75893.330000 sec): 3 clusters
  Score: Raw -750320.227956 + Penalty 4205.106092 = -746115.121864
  nChanged 142
		SP:Iteration 10Q (75893.460000 sec): 3 clusters
  Score: Raw -750414.516533 + Penalty 4205.106092 = -746209.410440
  nChanged 103
		SP:Iteration 11Q (75893.630000 sec): 3 clusters
  Score: Raw -750481.468389 + Penalty 4205.106092 = -746276.362297
  nChanged 75
		SP:Iteration 12Q (75893.790000 sec): 3 clusters
  Score: Raw -750518.246506 + Penalty 4205.106092 = -746313.140414
  nChanged 40
		SP:Iteration 13Q (75893.950000 sec): 3 clusters
  Score: Raw -750536.730619 + Penalty 4205.106092 = -746331.624527
  nChanged 32
		SP:Iteration 14Q (75894.110000 sec): 3 clusters
  Score: Raw -750545.603661 + Penalty 4205.106092 = -746340.497569
  nChanged 13
		SP:Iteration 15Q (75894.280000 sec): 3 clusters
  Score: Raw -750549.986127 + Penalty 4205.106092 = -746344.880035
  nChanged 10
		SP:Iteration 16Q (75894.440000 sec): 3 clusters
  Score: Raw -750552.971368 + Penalty 4205.106092 = -746347.865276
  nChanged 9
		SP:Iteration 17Q (75894.600000 sec): 3 clusters
  Score: Raw -750555.678424 + Penalty 4205.106092 = -746350.572332
  nChanged 3
		SP:Iteration 18Q (75894.770000 sec): 3 clusters
  Score: Raw -750556.919543 + Penalty 4205.106092 = -746351.813450
  nChanged 7
		SP:Iteration 19Q (75894.930000 sec): 3 clusters
  Score: Raw -750560.137013 + Penalty 4205.106092 = -746355.030921
  nChanged 9
		SP:Iteration 20F (75895.090000 sec): 3 clusters
  Score: Raw -750563.101022 + Penalty 4205.106092 = -746357.994930
  nChanged 7
		SP:Iteration 21Q (75895.250000 sec): 3 clusters
  Score: Raw -750565.502743 + Penalty 4205.106092 = -746360.396651
  nChanged 8
		SP:Iteration 22Q (75895.420000 sec): 3 clusters
  Score: Raw -750568.166010 + Penalty 4205.106092 = -746363.059918
  nChanged 9
		SP:Iteration 23Q (75895.620000 sec): 3 clusters
  Score: Raw -750571.051450 + Penalty 4205.106092 = -746365.945358
  nChanged 6
		SP:Iteration 24Q (75895.780000 sec): 3 clusters
  Score: Raw -750572.644186 + Penalty 4205.106092 = -746367.538094
  nChanged 3
		SP:Iteration 25Q (75895.950000 sec): 3 clusters
  Score: Raw -750573.243886 + Penalty 4205.106092 = -746368.137794
  nChanged 1
		SP:Iteration 26Q (75896.110000 sec): 3 clusters
  Score: Raw -750573.479199 + Penalty 4205.106092 = -746368.373106
  nChanged 1
		SP:Iteration 27Q (75896.270000 sec): 3 clusters
  Score: Raw -750573.741137 + Penalty 4205.106092 = -746368.635044
  nChanged 0
		SP:Iteration 28F (75896.430000 sec): 3 clusters
  Score: Raw -750573.741137 + Penalty 4205.106092 = -746368.635044
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (93027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75897.090000 sec): 2 clusters
  Score: Raw -14908158.992440 + Penalty 2837.279973 = -14905321.712467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75898.040000 sec): 3 clusters
  Score: Raw -14848557.698137 + Penalty 5674.559946 = -14842883.138191
  nChanged 44052
		SP:Iteration 1F (75898.980000 sec): 3 clusters
  Score: Raw -14874485.123233 + Penalty 5674.559946 = -14868810.563287
  nChanged 4125
		SP:Iteration 2Q (75899.910000 sec): 3 clusters
  Score: Raw -14876034.537459 + Penalty 5674.559946 = -14870359.977513
  nChanged 4869
		SP:Iteration 3F (75900.860000 sec): 3 clusters
  Score: Raw -14878219.215945 + Penalty 5674.559946 = -14872544.655999
  nChanged 5452
		SP:Iteration 4F (75901.660000 sec): 3 clusters
  Score: Raw -14881132.877638 + Penalty 5674.559946 = -14875458.317692
  nChanged 5879
		SP:Iteration 5F (75902.460000 sec): 3 clusters
  Score: Raw -14884826.400974 + Penalty 5674.559946 = -14879151.841028
  nChanged 6423
		SP:Iteration 6F (75903.300000 sec): 3 clusters
  Score: Raw -14889554.924224 + Penalty 5674.559946 = -14883880.364278
  nChanged 6514
		SP:Iteration 7F (75904.060000 sec): 3 clusters
  Score: Raw -14895150.428288 + Penalty 5674.559946 = -14889475.868342
  nChanged 5910
		SP:Iteration 8F (75904.830000 sec): 3 clusters
  Score: Raw -14900753.540192 + Penalty 5674.559946 = -14895078.980246
  nChanged 4206
		SP:Iteration 9Q (75905.600000 sec): 3 clusters
  Score: Raw -14904821.110256 + Penalty 5674.559946 = -14899146.550309
  nChanged 2282
		SP:Iteration 10Q (75906.290000 sec): 3 clusters
  Score: Raw -14906983.097985 + Penalty 5674.559946 = -14901308.538039
  nChanged 915
		SP:Iteration 11Q (75906.980000 sec): 3 clusters
  Score: Raw -14907878.006975 + Penalty 5674.559946 = -14902203.447029
  nChanged 301
		SP:Iteration 12Q (75907.770000 sec): 3 clusters
  Score: Raw -14908189.631336 + Penalty 5674.559946 = -14902515.071390
  nChanged 125
		SP:Iteration 13Q (75908.560000 sec): 3 clusters
  Score: Raw -14908329.350142 + Penalty 5674.559946 = -14902654.790196
  nChanged 64
		SP:Iteration 14Q (75909.330000 sec): 3 clusters
  Score: Raw -14908407.952024 + Penalty 5674.559946 = -14902733.392078
  nChanged 30
		SP:Iteration 15Q (75910.050000 sec): 3 clusters
  Score: Raw -14908439.354979 + Penalty 5674.559946 = -14902764.795033
  nChanged 18
		SP:Iteration 16Q (75910.840000 sec): 3 clusters
  Score: Raw -14908460.527665 + Penalty 5674.559946 = -14902785.967719
  nChanged 15
		SP:Iteration 17Q (75911.610000 sec): 3 clusters
  Score: Raw -14908475.592562 + Penalty 5674.559946 = -14902801.032616
  nChanged 8
		SP:Iteration 18Q (75912.330000 sec): 3 clusters
  Score: Raw -14908487.048515 + Penalty 5674.559946 = -14902812.488569
  nChanged 10
		SP:Iteration 19Q (75913.120000 sec): 3 clusters
  Score: Raw -14908494.898007 + Penalty 5674.559946 = -14902820.338061
  nChanged 7
		SP:Iteration 20F (75913.890000 sec): 3 clusters
  Score: Raw -14908501.106251 + Penalty 5674.559946 = -14902826.546305
  nChanged 6
		SP:Iteration 21Q (75914.560000 sec): 3 clusters
  Score: Raw -14908507.754629 + Penalty 5674.559946 = -14902833.194683
  nChanged 6
		SP:Iteration 22Q (75915.290000 sec): 3 clusters
  Score: Raw -14908514.328957 + Penalty 5674.559946 = -14902839.769011
  nChanged 5
		SP:Iteration 23Q (75916.070000 sec): 3 clusters
  Score: Raw -14908519.089324 + Penalty 5674.559946 = -14902844.529378
  nChanged 2
		SP:Iteration 24Q (75916.770000 sec): 3 clusters
  Score: Raw -14908521.309543 + Penalty 5674.559946 = -14902846.749597
  nChanged 3
		SP:Iteration 25Q (75917.480000 sec): 3 clusters
  Score: Raw -14908523.040110 + Penalty 5674.559946 = -14902848.480164
  nChanged 3
		SP:Iteration 26Q (75918.130000 sec): 3 clusters
  Score: Raw -14908525.745866 + Penalty 5674.559946 = -14902851.185920
  nChanged 2
		SP:Iteration 27Q (75918.870000 sec): 3 clusters
  Score: Raw -14908527.783807 + Penalty 5674.559946 = -14902853.223861
  nChanged 1
		SP:Iteration 28Q (75919.600000 sec): 3 clusters
  Score: Raw -14908528.474566 + Penalty 5674.559946 = -14902853.914620
  nChanged 1
		SP:Iteration 29Q (75920.310000 sec): 3 clusters
  Score: Raw -14908530.650429 + Penalty 5674.559946 = -14902856.090483
  nChanged 2
		SP:Iteration 30Q (75921.060000 sec): 3 clusters
  Score: Raw -14908532.702611 + Penalty 5674.559946 = -14902858.142665
  nChanged 3
		SP:Iteration 31Q (75921.810000 sec): 3 clusters
  Score: Raw -14908534.531218 + Penalty 5674.559946 = -14902859.971272
  nChanged 2
		SP:Iteration 32Q (75922.550000 sec): 3 clusters
  Score: Raw -14908535.605632 + Penalty 5674.559946 = -14902861.045685
  nChanged 0
		SP:Iteration 33F (75923.300000 sec): 3 clusters
  Score: Raw -14908535.605632 + Penalty 5674.559946 = -14902861.045685
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (19645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75923.520000 sec): 2 clusters
  Score: Raw -2962749.126789 + Penalty 2451.623377 = -2960297.503412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75923.790000 sec): 3 clusters
  Score: Raw -2951334.021765 + Penalty 4903.246753 = -2946430.775012
  nChanged 8619
		SP:Iteration 1F (75924.110000 sec): 3 clusters
  Score: Raw -2956053.479646 + Penalty 4903.246753 = -2951150.232892
  nChanged 1206
		SP:Iteration 2F (75924.380000 sec): 3 clusters
  Score: Raw -2956573.578051 + Penalty 4903.246753 = -2951670.331298
  nChanged 1028
		SP:Iteration 3F (75924.680000 sec): 3 clusters
  Score: Raw -2957019.689548 + Penalty 4903.246753 = -2952116.442794
  nChanged 988
		SP:Iteration 4F (75924.990000 sec): 3 clusters
  Score: Raw -2957499.972268 + Penalty 4903.246753 = -2952596.725515
  nChanged 958
		SP:Iteration 5Q (75925.270000 sec): 3 clusters
  Score: Raw -2957992.280511 + Penalty 4903.246753 = -2953089.033758
  nChanged 951
		SP:Iteration 6Q (75925.590000 sec): 3 clusters
  Score: Raw -2958462.871601 + Penalty 4903.246753 = -2953559.624847
  nChanged 913
		SP:Iteration 7Q (75925.890000 sec): 3 clusters
  Score: Raw -2958924.295832 + Penalty 4903.246753 = -2954021.049079
  nChanged 877
		SP:Iteration 8Q (75926.210000 sec): 3 clusters
  Score: Raw -2959334.876924 + Penalty 4903.246753 = -2954431.630170
  nChanged 792
		SP:Iteration 9Q (75926.520000 sec): 3 clusters
  Score: Raw -2959704.457696 + Penalty 4903.246753 = -2954801.210943
  nChanged 755
		SP:Iteration 10Q (75926.790000 sec): 3 clusters
  Score: Raw -2960063.148434 + Penalty 4903.246753 = -2955159.901680
  nChanged 696
		SP:Iteration 11Q (75927.070000 sec): 3 clusters
  Score: Raw -2960416.914580 + Penalty 4903.246753 = -2955513.667827
  nChanged 719
		SP:Iteration 12Q (75927.400000 sec): 3 clusters
  Score: Raw -2960789.816374 + Penalty 4903.246753 = -2955886.569620
  nChanged 702
		SP:Iteration 13Q (75927.700000 sec): 3 clusters
  Score: Raw -2961163.940593 + Penalty 4903.246753 = -2956260.693840
  nChanged 665
		SP:Iteration 14Q (75928.030000 sec): 3 clusters
  Score: Raw -2961542.455859 + Penalty 4903.246753 = -2956639.209105
  nChanged 623
		SP:Iteration 15Q (75928.320000 sec): 3 clusters
  Score: Raw -2961894.744433 + Penalty 4903.246753 = -2956991.497680
  nChanged 571
		SP:Iteration 16Q (75928.610000 sec): 3 clusters
  Score: Raw -2962241.272804 + Penalty 4903.246753 = -2957338.026050
  nChanged 473
		SP:Iteration 17Q (75928.900000 sec): 3 clusters
  Score: Raw -2962511.485057 + Penalty 4903.246753 = -2957608.238304
  nChanged 391
		SP:Iteration 18Q (75929.180000 sec): 3 clusters
  Score: Raw -2962743.106685 + Penalty 4903.246753 = -2957839.859931
  nChanged 309
		SP:Iteration 19Q (75929.510000 sec): 3 clusters
  Score: Raw -2962944.278103 + Penalty 4903.246753 = -2958041.031350
  nChanged 246
		SP:Iteration 20F (75929.770000 sec): 3 clusters
  Score: Raw -2963097.070103 + Penalty 4903.246753 = -2958193.823349
  nChanged 183
		SP:Iteration 21Q (75930.070000 sec): 3 clusters
  Score: Raw -2963207.800753 + Penalty 4903.246753 = -2958304.553999
  nChanged 147
		SP:Iteration 22Q (75930.360000 sec): 3 clusters
  Score: Raw -2963291.520975 + Penalty 4903.246753 = -2958388.274222
  nChanged 109
		SP:Iteration 23Q (75930.630000 sec): 3 clusters
  Score: Raw -2963349.365062 + Penalty 4903.246753 = -2958446.118308
  nChanged 79
		SP:Iteration 24Q (75930.910000 sec): 3 clusters
  Score: Raw -2963385.319585 + Penalty 4903.246753 = -2958482.072832
  nChanged 49
		SP:Iteration 25Q (75931.230000 sec): 3 clusters
  Score: Raw -2963414.247580 + Penalty 4903.246753 = -2958511.000827
  nChanged 51
		SP:Iteration 26Q (75931.550000 sec): 3 clusters
  Score: Raw -2963435.763953 + Penalty 4903.246753 = -2958532.517199
  nChanged 38
		SP:Iteration 27Q (75931.800000 sec): 3 clusters
  Score: Raw -2963452.460066 + Penalty 4903.246753 = -2958549.213312
  nChanged 36
		SP:Iteration 28Q (75932.070000 sec): 3 clusters
  Score: Raw -2963468.048300 + Penalty 4903.246753 = -2958564.801546
  nChanged 23
		SP:Iteration 29Q (75932.290000 sec): 3 clusters
  Score: Raw -2963476.060800 + Penalty 4903.246753 = -2958572.814047
  nChanged 20
		SP:Iteration 30Q (75932.590000 sec): 3 clusters
  Score: Raw -2963484.785024 + Penalty 4903.246753 = -2958581.538270
  nChanged 20
		SP:Iteration 31Q (75932.800000 sec): 3 clusters
  Score: Raw -2963494.927874 + Penalty 4903.246753 = -2958591.681120
  nChanged 17
		SP:Iteration 32Q (75933.110000 sec): 3 clusters
  Score: Raw -2963501.479252 + Penalty 4903.246753 = -2958598.232499
  nChanged 19
		SP:Iteration 33Q (75933.330000 sec): 3 clusters
  Score: Raw -2963506.704569 + Penalty 4903.246753 = -2958603.457816
  nChanged 11
		SP:Iteration 34Q (75933.580000 sec): 3 clusters
  Score: Raw -2963509.868842 + Penalty 4903.246753 = -2958606.622089
  nChanged 10
		SP:Iteration 35Q (75933.890000 sec): 3 clusters
  Score: Raw -2963512.966236 + Penalty 4903.246753 = -2958609.719482
  nChanged 6
		SP:Iteration 36Q (75934.170000 sec): 3 clusters
  Score: Raw -2963514.641711 + Penalty 4903.246753 = -2958611.394958
  nChanged 2
		SP:Iteration 37Q (75934.420000 sec): 3 clusters
  Score: Raw -2963515.348273 + Penalty 4903.246753 = -2958612.101520
  nChanged 2
		SP:Iteration 38Q (75934.700000 sec): 3 clusters
  Score: Raw -2963516.352111 + Penalty 4903.246753 = -2958613.105358
  nChanged 0
		SP:Iteration 39F (75934.930000 sec): 3 clusters
  Score: Raw -2963516.352111 + Penalty 4903.246753 = -2958613.105358
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (7125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75935.090000 sec): 2 clusters
  Score: Raw -1083334.612129 + Penalty 2200.098521 = -1081134.513607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75935.270000 sec): 3 clusters
  Score: Raw -1079764.414060 + Penalty 4400.197043 = -1075364.217017
  nChanged 2817
		SP:Iteration 1F (75935.440000 sec): 3 clusters
  Score: Raw -1081342.169251 + Penalty 4400.197043 = -1076941.972208
  nChanged 519
		SP:Iteration 2F (75935.640000 sec): 3 clusters
  Score: Raw -1081607.412142 + Penalty 4400.197043 = -1077207.215100
  nChanged 363
		SP:Iteration 3F (75935.770000 sec): 3 clusters
  Score: Raw -1081775.916376 + Penalty 4400.197043 = -1077375.719334
  nChanged 255
		SP:Iteration 4Q (75936.060000 sec): 3 clusters
  Score: Raw -1081887.686805 + Penalty 4400.197043 = -1077487.489763
  nChanged 205
		SP:Iteration 5Q (75936.260000 sec): 3 clusters
  Score: Raw -1081967.652302 + Penalty 4400.197043 = -1077567.455260
  nChanged 177
		SP:Iteration 6Q (75936.480000 sec): 3 clusters
  Score: Raw -1082026.177767 + Penalty 4400.197043 = -1077625.980724
  nChanged 121
		SP:Iteration 7Q (75936.690000 sec): 3 clusters
  Score: Raw -1082060.970358 + Penalty 4400.197043 = -1077660.773316
  nChanged 107
		SP:Iteration 8Q (75936.830000 sec): 3 clusters
  Score: Raw -1082095.857154 + Penalty 4400.197043 = -1077695.660111
  nChanged 96
		SP:Iteration 9Q (75937.040000 sec): 3 clusters
  Score: Raw -1082126.512690 + Penalty 4400.197043 = -1077726.315647
  nChanged 93
		SP:Iteration 10Q (75937.230000 sec): 3 clusters
  Score: Raw -1082154.748666 + Penalty 4400.197043 = -1077754.551623
  nChanged 87
		SP:Iteration 11Q (75937.520000 sec): 3 clusters
  Score: Raw -1082183.335689 + Penalty 4400.197043 = -1077783.138647
  nChanged 80
		SP:Iteration 12Q (75937.750000 sec): 3 clusters
  Score: Raw -1082207.119028 + Penalty 4400.197043 = -1077806.921986
  nChanged 77
		SP:Iteration 13Q (75937.980000 sec): 3 clusters
  Score: Raw -1082232.161319 + Penalty 4400.197043 = -1077831.964276
  nChanged 82
		SP:Iteration 14Q (75938.210000 sec): 3 clusters
  Score: Raw -1082258.130791 + Penalty 4400.197043 = -1077857.933749
  nChanged 74
		SP:Iteration 15Q (75938.400000 sec): 3 clusters
  Score: Raw -1082285.138069 + Penalty 4400.197043 = -1077884.941026
  nChanged 78
		SP:Iteration 16Q (75938.650000 sec): 3 clusters
  Score: Raw -1082310.877523 + Penalty 4400.197043 = -1077910.680481
  nChanged 79
		SP:Iteration 17Q (75938.860000 sec): 3 clusters
  Score: Raw -1082335.609781 + Penalty 4400.197043 = -1077935.412739
  nChanged 65
		SP:Iteration 18Q (75939.060000 sec): 3 clusters
  Score: Raw -1082355.459357 + Penalty 4400.197043 = -1077955.262314
  nChanged 63
		SP:Iteration 19Q (75939.250000 sec): 3 clusters
  Score: Raw -1082374.973235 + Penalty 4400.197043 = -1077974.776193
  nChanged 63
		SP:Iteration 20F (75939.450000 sec): 3 clusters
  Score: Raw -1082395.678458 + Penalty 4400.197043 = -1077995.481416
  nChanged 62
		SP:Iteration 21Q (75939.670000 sec): 3 clusters
  Score: Raw -1082411.275522 + Penalty 4400.197043 = -1078011.078480
  nChanged 55
		SP:Iteration 22Q (75939.890000 sec): 3 clusters
  Score: Raw -1082429.596269 + Penalty 4400.197043 = -1078029.399227
  nChanged 56
		SP:Iteration 23Q (75940.060000 sec): 3 clusters
  Score: Raw -1082443.307753 + Penalty 4400.197043 = -1078043.110710
  nChanged 44
		SP:Iteration 24Q (75940.300000 sec): 3 clusters
  Score: Raw -1082453.093839 + Penalty 4400.197043 = -1078052.896796
  nChanged 38
		SP:Iteration 25Q (75940.450000 sec): 3 clusters
  Score: Raw -1082462.322321 + Penalty 4400.197043 = -1078062.125278
  nChanged 35
		SP:Iteration 26Q (75940.690000 sec): 3 clusters
  Score: Raw -1082473.362429 + Penalty 4400.197043 = -1078073.165386
  nChanged 48
		SP:Iteration 27Q (75940.880000 sec): 3 clusters
  Score: Raw -1082486.271571 + Penalty 4400.197043 = -1078086.074528
  nChanged 39
		SP:Iteration 28Q (75941.090000 sec): 3 clusters
  Score: Raw -1082498.348578 + Penalty 4400.197043 = -1078098.151535
  nChanged 46
		SP:Iteration 29Q (75941.300000 sec): 3 clusters
  Score: Raw -1082512.241655 + Penalty 4400.197043 = -1078112.044612
  nChanged 48
		SP:Iteration 30Q (75941.500000 sec): 3 clusters
  Score: Raw -1082526.886382 + Penalty 4400.197043 = -1078126.689339
  nChanged 55
		SP:Iteration 31Q (75941.720000 sec): 3 clusters
  Score: Raw -1082544.389050 + Penalty 4400.197043 = -1078144.192008
  nChanged 62
		SP:Iteration 32Q (75941.930000 sec): 3 clusters
  Score: Raw -1082564.570054 + Penalty 4400.197043 = -1078164.373012
  nChanged 66
		SP:Iteration 33Q (75942.150000 sec): 3 clusters
  Score: Raw -1082587.906840 + Penalty 4400.197043 = -1078187.709797
  nChanged 75
		SP:Iteration 34Q (75942.310000 sec): 3 clusters
  Score: Raw -1082617.188954 + Penalty 4400.197043 = -1078216.991911
  nChanged 74
		SP:Iteration 35Q (75942.520000 sec): 3 clusters
  Score: Raw -1082645.797875 + Penalty 4400.197043 = -1078245.600833
  nChanged 92
		SP:Iteration 36Q (75942.720000 sec): 3 clusters
  Score: Raw -1082684.087179 + Penalty 4400.197043 = -1078283.890137
  nChanged 89
		SP:Iteration 37Q (75942.950000 sec): 3 clusters
  Score: Raw -1082720.512970 + Penalty 4400.197043 = -1078320.315927
  nChanged 88
		SP:Iteration 38Q (75943.150000 sec): 3 clusters
  Score: Raw -1082757.839979 + Penalty 4400.197043 = -1078357.642936
  nChanged 97
		SP:Iteration 39Q (75943.380000 sec): 3 clusters
  Score: Raw -1082800.004893 + Penalty 4400.197043 = -1078399.807850
  nChanged 102
		SP:Iteration 40F (75943.610000 sec): 3 clusters
  Score: Raw -1082842.789923 + Penalty 4400.197043 = -1078442.592880
  nChanged 91
		SP:Iteration 41Q (75943.820000 sec): 3 clusters
  Score: Raw -1082883.702116 + Penalty 4400.197043 = -1078483.505074
  nChanged 95
		SP:Iteration 42Q (75944.000000 sec): 3 clusters
  Score: Raw -1082926.823339 + Penalty 4400.197043 = -1078526.626296
  nChanged 88
		SP:Iteration 43Q (75944.180000 sec): 3 clusters
  Score: Raw -1082966.497729 + Penalty 4400.197043 = -1078566.300687
  nChanged 103
		SP:Iteration 44Q (75944.390000 sec): 3 clusters
  Score: Raw -1083021.186242 + Penalty 4400.197043 = -1078620.989199
  nChanged 92
		SP:Iteration 45Q (75944.640000 sec): 3 clusters
  Score: Raw -1083066.770786 + Penalty 4400.197043 = -1078666.573743
  nChanged 87
		SP:Iteration 46Q (75944.800000 sec): 3 clusters
  Score: Raw -1083113.180379 + Penalty 4400.197043 = -1078712.983337
  nChanged 89
		SP:Iteration 47Q (75944.990000 sec): 3 clusters
  Score: Raw -1083163.578514 + Penalty 4400.197043 = -1078763.381471
  nChanged 81
		SP:Iteration 48Q (75945.220000 sec): 3 clusters
  Score: Raw -1083212.483118 + Penalty 4400.197043 = -1078812.286076
  nChanged 73
		SP:Iteration 49Q (75945.380000 sec): 3 clusters
  Score: Raw -1083258.184010 + Penalty 4400.197043 = -1078857.986968
  nChanged 68
		SP:Iteration 50Q (75945.610000 sec): 3 clusters
  Score: Raw -1083307.862605 + Penalty 4400.197043 = -1078907.665562
  nChanged 76
		SP:Iteration 51Q (75945.780000 sec): 3 clusters
  Score: Raw -1083370.224858 + Penalty 4400.197043 = -1078970.027815
  nChanged 79
		SP:Iteration 52Q (75945.940000 sec): 3 clusters
  Score: Raw -1083435.234093 + Penalty 4400.197043 = -1079035.037051
  nChanged 57
		SP:Iteration 53Q (75946.180000 sec): 3 clusters
  Score: Raw -1083478.616445 + Penalty 4400.197043 = -1079078.419402
  nChanged 58
		SP:Iteration 54Q (75946.350000 sec): 3 clusters
  Score: Raw -1083516.299835 + Penalty 4400.197043 = -1079116.102793
  nChanged 52
		SP:Iteration 55Q (75946.560000 sec): 3 clusters
  Score: Raw -1083548.592299 + Penalty 4400.197043 = -1079148.395256
  nChanged 43
		SP:Iteration 56Q (75946.770000 sec): 3 clusters
  Score: Raw -1083578.741625 + Penalty 4400.197043 = -1079178.544582
  nChanged 29
		SP:Iteration 57Q (75946.970000 sec): 3 clusters
  Score: Raw -1083594.881312 + Penalty 4400.197043 = -1079194.684270
  nChanged 24
		SP:Iteration 58Q (75947.190000 sec): 3 clusters
  Score: Raw -1083605.990919 + Penalty 4400.197043 = -1079205.793877
  nChanged 20
		SP:Iteration 59Q (75947.420000 sec): 3 clusters
  Score: Raw -1083614.826552 + Penalty 4400.197043 = -1079214.629510
  nChanged 11
		SP:Iteration 60F (75947.580000 sec): 3 clusters
  Score: Raw -1083619.730641 + Penalty 4400.197043 = -1079219.533599
  nChanged 8
		SP:Iteration 61Q (75947.790000 sec): 3 clusters
  Score: Raw -1083623.467176 + Penalty 4400.197043 = -1079223.270133
  nChanged 9
		SP:Iteration 62Q (75947.950000 sec): 3 clusters
  Score: Raw -1083628.573593 + Penalty 4400.197043 = -1079228.376550
  nChanged 6
		SP:Iteration 63Q (75948.120000 sec): 3 clusters
  Score: Raw -1083633.440477 + Penalty 4400.197043 = -1079233.243435
  nChanged 8
		SP:Iteration 64Q (75948.330000 sec): 3 clusters
  Score: Raw -1083639.060660 + Penalty 4400.197043 = -1079238.863617
  nChanged 9
		SP:Iteration 65Q (75948.560000 sec): 3 clusters
  Score: Raw -1083643.721749 + Penalty 4400.197043 = -1079243.524707
  nChanged 10
		SP:Iteration 66Q (75948.720000 sec): 3 clusters
  Score: Raw -1083649.517150 + Penalty 4400.197043 = -1079249.320107
  nChanged 14
		SP:Iteration 67Q (75948.920000 sec): 3 clusters
  Score: Raw -1083658.562680 + Penalty 4400.197043 = -1079258.365637
  nChanged 17
		SP:Iteration 68Q (75949.110000 sec): 3 clusters
  Score: Raw -1083672.011218 + Penalty 4400.197043 = -1079271.814175
  nChanged 22
		SP:Iteration 69Q (75949.300000 sec): 3 clusters
  Score: Raw -1083687.428370 + Penalty 4400.197043 = -1079287.231328
  nChanged 19
		SP:Iteration 70Q (75949.510000 sec): 3 clusters
  Score: Raw -1083700.488018 + Penalty 4400.197043 = -1079300.290975
  nChanged 16
		SP:Iteration 71Q (75949.670000 sec): 3 clusters
  Score: Raw -1083710.057484 + Penalty 4400.197043 = -1079309.860442
  nChanged 12
		SP:Iteration 72Q (75949.860000 sec): 3 clusters
  Score: Raw -1083719.677394 + Penalty 4400.197043 = -1079319.480352
  nChanged 17
		SP:Iteration 73Q (75950.030000 sec): 3 clusters
  Score: Raw -1083730.792771 + Penalty 4400.197043 = -1079330.595728
  nChanged 13
		SP:Iteration 74Q (75950.200000 sec): 3 clusters
  Score: Raw -1083738.483884 + Penalty 4400.197043 = -1079338.286842
  nChanged 8
		SP:Iteration 75Q (75950.380000 sec): 3 clusters
  Score: Raw -1083743.274577 + Penalty 4400.197043 = -1079343.077534
  nChanged 9
		SP:Iteration 76Q (75950.560000 sec): 3 clusters
  Score: Raw -1083747.060842 + Penalty 4400.197043 = -1079346.863800
  nChanged 7
		SP:Iteration 77Q (75950.740000 sec): 3 clusters
  Score: Raw -1083751.490223 + Penalty 4400.197043 = -1079351.293180
  nChanged 7
		SP:Iteration 78Q (75950.960000 sec): 3 clusters
  Score: Raw -1083756.899336 + Penalty 4400.197043 = -1079356.702293
  nChanged 10
		SP:Iteration 79Q (75951.160000 sec): 3 clusters
  Score: Raw -1083763.293578 + Penalty 4400.197043 = -1079363.096535
  nChanged 6
		SP:Iteration 80F (75951.380000 sec): 3 clusters
  Score: Raw -1083767.223584 + Penalty 4400.197043 = -1079367.026542
  nChanged 3
		SP:Iteration 81Q (75951.560000 sec): 3 clusters
  Score: Raw -1083768.647229 + Penalty 4400.197043 = -1079368.450187
  nChanged 5
		SP:Iteration 82Q (75951.750000 sec): 3 clusters
  Score: Raw -1083772.510905 + Penalty 4400.197043 = -1079372.313863
  nChanged 11
		SP:Iteration 83Q (75951.970000 sec): 3 clusters
  Score: Raw -1083782.080473 + Penalty 4400.197043 = -1079381.883431
  nChanged 13
		SP:Iteration 84Q (75952.140000 sec): 3 clusters
  Score: Raw -1083788.363054 + Penalty 4400.197043 = -1079388.166011
  nChanged 5
		SP:Iteration 85Q (75952.380000 sec): 3 clusters
  Score: Raw -1083791.534844 + Penalty 4400.197043 = -1079391.337802
  nChanged 4
		SP:Iteration 86Q (75952.540000 sec): 3 clusters
  Score: Raw -1083795.541951 + Penalty 4400.197043 = -1079395.344909
  nChanged 8
		SP:Iteration 87Q (75952.760000 sec): 3 clusters
  Score: Raw -1083799.944704 + Penalty 4400.197043 = -1079399.747662
  nChanged 2
		SP:Iteration 88Q (75952.990000 sec): 3 clusters
  Score: Raw -1083800.611636 + Penalty 4400.197043 = -1079400.414593
  nChanged 2
		SP:Iteration 89Q (75953.150000 sec): 3 clusters
  Score: Raw -1083801.532099 + Penalty 4400.197043 = -1079401.335057
  nChanged 1
		SP:Iteration 90Q (75953.350000 sec): 3 clusters
  Score: Raw -1083802.245828 + Penalty 4400.197043 = -1079402.048785
  nChanged 2
		SP:Iteration 91Q (75953.510000 sec): 3 clusters
  Score: Raw -1083803.778316 + Penalty 4400.197043 = -1079403.581274
  nChanged 0
		SP:Iteration 92F (75953.640000 sec): 3 clusters
  Score: Raw -1083803.778316 + Penalty 4400.197043 = -1079403.581274
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (2812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75953.740000 sec): 2 clusters
  Score: Raw -420930.390901 + Penalty 1969.529511 = -418960.861390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75953.910000 sec): 3 clusters
  Score: Raw -419781.556922 + Penalty 3939.059021 = -415842.497900
  nChanged 973
		SP:Iteration 1F (75954.060000 sec): 3 clusters
  Score: Raw -420446.158091 + Penalty 3939.059021 = -416507.099069
  nChanged 245
		SP:Iteration 2F (75954.200000 sec): 3 clusters
  Score: Raw -420663.090365 + Penalty 3939.059021 = -416724.031343
  nChanged 155
		SP:Iteration 3F (75954.360000 sec): 3 clusters
  Score: Raw -420825.805317 + Penalty 3939.059021 = -416886.746295
  nChanged 134
		SP:Iteration 4Q (75954.460000 sec): 3 clusters
  Score: Raw -420963.844399 + Penalty 3939.059021 = -417024.785378
  nChanged 114
		SP:Iteration 5Q (75954.610000 sec): 3 clusters
  Score: Raw -421068.397878 + Penalty 3939.059021 = -417129.338856
  nChanged 91
		SP:Iteration 6Q (75954.760000 sec): 3 clusters
  Score: Raw -421142.816243 + Penalty 3939.059021 = -417203.757222
  nChanged 68
		SP:Iteration 7Q (75954.970000 sec): 3 clusters
  Score: Raw -421202.280518 + Penalty 3939.059021 = -417263.221497
  nChanged 60
		SP:Iteration 8Q (75955.110000 sec): 3 clusters
  Score: Raw -421245.364117 + Penalty 3939.059021 = -417306.305096
  nChanged 51
		SP:Iteration 9Q (75955.250000 sec): 3 clusters
  Score: Raw -421287.306871 + Penalty 3939.059021 = -417348.247850
  nChanged 50
		SP:Iteration 10Q (75955.420000 sec): 3 clusters
  Score: Raw -421333.283457 + Penalty 3939.059021 = -417394.224436
  nChanged 56
		SP:Iteration 11Q (75955.560000 sec): 3 clusters
  Score: Raw -421383.671697 + Penalty 3939.059021 = -417444.612676
  nChanged 58
		SP:Iteration 12Q (75955.740000 sec): 3 clusters
  Score: Raw -421435.478211 + Penalty 3939.059021 = -417496.419190
  nChanged 46
		SP:Iteration 13Q (75955.880000 sec): 3 clusters
  Score: Raw -421479.187329 + Penalty 3939.059021 = -417540.128308
  nChanged 43
		SP:Iteration 14Q (75956.020000 sec): 3 clusters
  Score: Raw -421513.507385 + Penalty 3939.059021 = -417574.448364
  nChanged 36
		SP:Iteration 15Q (75956.210000 sec): 3 clusters
  Score: Raw -421545.140098 + Penalty 3939.059021 = -417606.081077
  nChanged 31
		SP:Iteration 16Q (75956.350000 sec): 3 clusters
  Score: Raw -421574.424090 + Penalty 3939.059021 = -417635.365068
  nChanged 37
		SP:Iteration 17Q (75956.510000 sec): 3 clusters
  Score: Raw -421608.758684 + Penalty 3939.059021 = -417669.699663
  nChanged 42
		SP:Iteration 18Q (75956.640000 sec): 3 clusters
  Score: Raw -421652.208750 + Penalty 3939.059021 = -417713.149728
  nChanged 45
		SP:Iteration 19Q (75956.780000 sec): 3 clusters
  Score: Raw -421696.756905 + Penalty 3939.059021 = -417757.697883
  nChanged 38
		SP:Iteration 20F (75956.930000 sec): 3 clusters
  Score: Raw -421735.652759 + Penalty 3939.059021 = -417796.593738
  nChanged 33
		SP:Iteration 21Q (75957.060000 sec): 3 clusters
  Score: Raw -421773.236945 + Penalty 3939.059021 = -417834.177924
  nChanged 29
		SP:Iteration 22Q (75957.210000 sec): 3 clusters
  Score: Raw -421798.923547 + Penalty 3939.059021 = -417859.864525
  nChanged 25
		SP:Iteration 23Q (75957.350000 sec): 3 clusters
  Score: Raw -421819.979556 + Penalty 3939.059021 = -417880.920535
  nChanged 29
		SP:Iteration 24Q (75957.460000 sec): 3 clusters
  Score: Raw -421841.395427 + Penalty 3939.059021 = -417902.336405
  nChanged 19
		SP:Iteration 25Q (75957.650000 sec): 3 clusters
  Score: Raw -421853.885948 + Penalty 3939.059021 = -417914.826926
  nChanged 14
		SP:Iteration 26Q (75957.790000 sec): 3 clusters
  Score: Raw -421862.431941 + Penalty 3939.059021 = -417923.372920
  nChanged 13
		SP:Iteration 27Q (75957.930000 sec): 3 clusters
  Score: Raw -421869.029947 + Penalty 3939.059021 = -417929.970926
  nChanged 10
		SP:Iteration 28Q (75958.130000 sec): 3 clusters
  Score: Raw -421874.632236 + Penalty 3939.059021 = -417935.573215
  nChanged 10
		SP:Iteration 29Q (75958.290000 sec): 3 clusters
  Score: Raw -421881.680469 + Penalty 3939.059021 = -417942.621448
  nChanged 10
		SP:Iteration 30Q (75958.440000 sec): 3 clusters
  Score: Raw -421887.706874 + Penalty 3939.059021 = -417948.647853
  nChanged 3
		SP:Iteration 31Q (75958.580000 sec): 3 clusters
  Score: Raw -421888.484077 + Penalty 3939.059021 = -417949.425056
  nChanged 2
		SP:Iteration 32Q (75958.720000 sec): 3 clusters
  Score: Raw -421888.796420 + Penalty 3939.059021 = -417949.737398
  nChanged 3
		SP:Iteration 33Q (75958.870000 sec): 3 clusters
  Score: Raw -421890.266097 + Penalty 3939.059021 = -417951.207076
  nChanged 4
		SP:Iteration 34Q (75958.970000 sec): 3 clusters
  Score: Raw -421893.049779 + Penalty 3939.059021 = -417953.990757
  nChanged 6
		SP:Iteration 35Q (75959.110000 sec): 3 clusters
  Score: Raw -421896.688379 + Penalty 3939.059021 = -417957.629358
  nChanged 4
		SP:Iteration 36Q (75959.210000 sec): 3 clusters
  Score: Raw -421898.503659 + Penalty 3939.059021 = -417959.444637
  nChanged 1
		SP:Iteration 37Q (75959.350000 sec): 3 clusters
  Score: Raw -421899.358924 + Penalty 3939.059021 = -417960.299902
  nChanged 3
		SP:Iteration 38Q (75959.500000 sec): 3 clusters
  Score: Raw -421901.196679 + Penalty 3939.059021 = -417962.137658
  nChanged 1
		SP:Iteration 39Q (75959.640000 sec): 3 clusters
  Score: Raw -421901.823507 + Penalty 3939.059021 = -417962.764485
  nChanged 2
		SP:Iteration 40F (75959.780000 sec): 3 clusters
  Score: Raw -421902.691701 + Penalty 3939.059021 = -417963.632679
  nChanged 3
		SP:Iteration 41Q (75959.930000 sec): 3 clusters
  Score: Raw -421905.325359 + Penalty 3939.059021 = -417966.266337
  nChanged 3
		SP:Iteration 42Q (75960.070000 sec): 3 clusters
  Score: Raw -421906.721798 + Penalty 3939.059021 = -417967.662777
  nChanged 3
		SP:Iteration 43Q (75960.220000 sec): 3 clusters
  Score: Raw -421907.448975 + Penalty 3939.059021 = -417968.389954
  nChanged 2
		SP:Iteration 44Q (75960.360000 sec): 3 clusters
  Score: Raw -421907.769441 + Penalty 3939.059021 = -417968.710419
  nChanged 2
		SP:Iteration 45Q (75960.510000 sec): 3 clusters
  Score: Raw -421910.954418 + Penalty 3939.059021 = -417971.895396
  nChanged 5
		SP:Iteration 46Q (75960.650000 sec): 3 clusters
  Score: Raw -421914.505269 + Penalty 3939.059021 = -417975.446247
  nChanged 6
		SP:Iteration 47Q (75960.800000 sec): 3 clusters
  Score: Raw -421916.675461 + Penalty 3939.059021 = -417977.616439
  nChanged 4
		SP:Iteration 48Q (75960.940000 sec): 3 clusters
  Score: Raw -421919.309409 + Penalty 3939.059021 = -417980.250387
  nChanged 2
		SP:Iteration 49Q (75961.060000 sec): 3 clusters
  Score: Raw -421920.701415 + Penalty 3939.059021 = -417981.642393
  nChanged 3
		SP:Iteration 50Q (75961.200000 sec): 3 clusters
  Score: Raw -421922.312155 + Penalty 3939.059021 = -417983.253134
  nChanged 1
		SP:Iteration 51Q (75961.340000 sec): 3 clusters
  Score: Raw -421922.505344 + Penalty 3939.059021 = -417983.446323
  nChanged 0
		SP:Iteration 52F (75961.490000 sec): 3 clusters
  Score: Raw -421922.505344 + Penalty 3939.059021 = -417983.446323
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (4506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75961.570000 sec): 2 clusters
  Score: Raw -694271.930566 + Penalty 2086.464950 = -692185.465616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75961.790000 sec): 3 clusters
  Score: Raw -692150.827539 + Penalty 4172.929900 = -687977.897639
  nChanged 1742
		SP:Iteration 1F (75961.990000 sec): 3 clusters
  Score: Raw -693271.619237 + Penalty 4172.929900 = -689098.689337
  nChanged 380
		SP:Iteration 2F (75962.170000 sec): 3 clusters
  Score: Raw -693570.815981 + Penalty 4172.929900 = -689397.886081
  nChanged 287
		SP:Iteration 3F (75962.350000 sec): 3 clusters
  Score: Raw -693766.103477 + Penalty 4172.929900 = -689593.173577
  nChanged 191
		SP:Iteration 4Q (75962.560000 sec): 3 clusters
  Score: Raw -693893.455750 + Penalty 4172.929900 = -689720.525850
  nChanged 150
		SP:Iteration 5Q (75962.740000 sec): 3 clusters
  Score: Raw -693987.268713 + Penalty 4172.929900 = -689814.338813
  nChanged 119
		SP:Iteration 6Q (75962.950000 sec): 3 clusters
  Score: Raw -694069.150027 + Penalty 4172.929900 = -689896.220127
  nChanged 129
		SP:Iteration 7Q (75963.160000 sec): 3 clusters
  Score: Raw -694162.055585 + Penalty 4172.929900 = -689989.125685
  nChanged 113
		SP:Iteration 8Q (75963.340000 sec): 3 clusters
  Score: Raw -694241.501814 + Penalty 4172.929900 = -690068.571914
  nChanged 114
		SP:Iteration 9Q (75963.480000 sec): 3 clusters
  Score: Raw -694312.752001 + Penalty 4172.929900 = -690139.822101
  nChanged 88
		SP:Iteration 10Q (75963.720000 sec): 3 clusters
  Score: Raw -694370.210193 + Penalty 4172.929900 = -690197.280293
  nChanged 95
		SP:Iteration 11Q (75963.890000 sec): 3 clusters
  Score: Raw -694428.738473 + Penalty 4172.929900 = -690255.808573
  nChanged 90
		SP:Iteration 12Q (75964.130000 sec): 3 clusters
  Score: Raw -694482.595999 + Penalty 4172.929900 = -690309.666099
  nChanged 80
		SP:Iteration 13Q (75964.330000 sec): 3 clusters
  Score: Raw -694531.233502 + Penalty 4172.929900 = -690358.303602
  nChanged 75
		SP:Iteration 14Q (75964.510000 sec): 3 clusters
  Score: Raw -694572.783680 + Penalty 4172.929900 = -690399.853780
  nChanged 59
		SP:Iteration 15Q (75964.690000 sec): 3 clusters
  Score: Raw -694605.249783 + Penalty 4172.929900 = -690432.319883
  nChanged 54
		SP:Iteration 16Q (75964.860000 sec): 3 clusters
  Score: Raw -694639.112554 + Penalty 4172.929900 = -690466.182654
  nChanged 65
		SP:Iteration 17Q (75965.010000 sec): 3 clusters
  Score: Raw -694680.237549 + Penalty 4172.929900 = -690507.307649
  nChanged 45
		SP:Iteration 18Q (75965.220000 sec): 3 clusters
  Score: Raw -694700.394227 + Penalty 4172.929900 = -690527.464327
  nChanged 29
		SP:Iteration 19Q (75965.410000 sec): 3 clusters
  Score: Raw -694713.351120 + Penalty 4172.929900 = -690540.421220
  nChanged 20
		SP:Iteration 20F (75965.580000 sec): 3 clusters
  Score: Raw -694721.399185 + Penalty 4172.929900 = -690548.469285
  nChanged 20
		SP:Iteration 21Q (75965.780000 sec): 3 clusters
  Score: Raw -694730.377912 + Penalty 4172.929900 = -690557.448012
  nChanged 19
		SP:Iteration 22Q (75965.920000 sec): 3 clusters
  Score: Raw -694737.948669 + Penalty 4172.929900 = -690565.018769
  nChanged 18
		SP:Iteration 23Q (75966.100000 sec): 3 clusters
  Score: Raw -694744.125655 + Penalty 4172.929900 = -690571.195755
  nChanged 14
		SP:Iteration 24Q (75966.250000 sec): 3 clusters
  Score: Raw -694747.982099 + Penalty 4172.929900 = -690575.052199
  nChanged 10
		SP:Iteration 25Q (75966.380000 sec): 3 clusters
  Score: Raw -694751.352960 + Penalty 4172.929900 = -690578.423060
  nChanged 8
		SP:Iteration 26Q (75966.610000 sec): 3 clusters
  Score: Raw -694753.589103 + Penalty 4172.929900 = -690580.659203
  nChanged 4
		SP:Iteration 27Q (75966.790000 sec): 3 clusters
  Score: Raw -694754.937169 + Penalty 4172.929900 = -690582.007269
  nChanged 4
		SP:Iteration 28Q (75966.930000 sec): 3 clusters
  Score: Raw -694756.744965 + Penalty 4172.929900 = -690583.815065
  nChanged 4
		SP:Iteration 29Q (75967.150000 sec): 3 clusters
  Score: Raw -694758.467379 + Penalty 4172.929900 = -690585.537479
  nChanged 4
		SP:Iteration 30Q (75967.330000 sec): 3 clusters
  Score: Raw -694760.026810 + Penalty 4172.929900 = -690587.096910
  nChanged 5
		SP:Iteration 31Q (75967.490000 sec): 3 clusters
  Score: Raw -694761.407746 + Penalty 4172.929900 = -690588.477846
  nChanged 3
		SP:Iteration 32Q (75967.670000 sec): 3 clusters
  Score: Raw -694762.395236 + Penalty 4172.929900 = -690589.465336
  nChanged 1
		SP:Iteration 33Q (75967.860000 sec): 3 clusters
  Score: Raw -694762.696176 + Penalty 4172.929900 = -690589.766276
  nChanged 1
		SP:Iteration 34Q (75968.050000 sec): 3 clusters
  Score: Raw -694762.965515 + Penalty 4172.929900 = -690590.035615
  nChanged 1
		SP:Iteration 35Q (75968.230000 sec): 3 clusters
  Score: Raw -694763.128226 + Penalty 4172.929900 = -690590.198326
  nChanged 0
		SP:Iteration 36F (75968.430000 sec): 3 clusters
  Score: Raw -694763.128226 + Penalty 4172.929900 = -690590.198326
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (2284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75968.500000 sec): 2 clusters
  Score: Raw -353688.664238 + Penalty 1917.953526 = -351770.710713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75968.700000 sec): 3 clusters
  Score: Raw -352820.163031 + Penalty 3835.907051 = -348984.255980
  nChanged 754
		SP:Iteration 1F (75968.880000 sec): 3 clusters
  Score: Raw -353357.262766 + Penalty 3835.907051 = -349521.355715
  nChanged 174
		SP:Iteration 2F (75969.030000 sec): 3 clusters
  Score: Raw -353513.821497 + Penalty 3835.907051 = -349677.914446
  nChanged 109
		SP:Iteration 3Q (75969.170000 sec): 3 clusters
  Score: Raw -353611.457105 + Penalty 3835.907051 = -349775.550054
  nChanged 85
		SP:Iteration 4Q (75969.270000 sec): 3 clusters
  Score: Raw -353692.768500 + Penalty 3835.907051 = -349856.861449
  nChanged 71
		SP:Iteration 5Q (75969.360000 sec): 3 clusters
  Score: Raw -353760.335846 + Penalty 3835.907051 = -349924.428794
  nChanged 67
		SP:Iteration 6Q (75969.460000 sec): 3 clusters
  Score: Raw -353823.286075 + Penalty 3835.907051 = -349987.379023
  nChanged 51
		SP:Iteration 7Q (75969.550000 sec): 3 clusters
  Score: Raw -353879.108564 + Penalty 3835.907051 = -350043.201513
  nChanged 70
		SP:Iteration 8Q (75969.650000 sec): 3 clusters
  Score: Raw -353958.300295 + Penalty 3835.907051 = -350122.393244
  nChanged 54
		SP:Iteration 9Q (75969.740000 sec): 3 clusters
  Score: Raw -354022.037369 + Penalty 3835.907051 = -350186.130318
  nChanged 57
		SP:Iteration 10Q (75969.860000 sec): 3 clusters
  Score: Raw -354090.651599 + Penalty 3835.907051 = -350254.744548
  nChanged 64
		SP:Iteration 11Q (75969.960000 sec): 3 clusters
  Score: Raw -354163.872643 + Penalty 3835.907051 = -350327.965592
  nChanged 58
		SP:Iteration 12Q (75970.050000 sec): 3 clusters
  Score: Raw -354236.631267 + Penalty 3835.907051 = -350400.724216
  nChanged 48
		SP:Iteration 13Q (75970.150000 sec): 3 clusters
  Score: Raw -354296.136066 + Penalty 3835.907051 = -350460.229015
  nChanged 46
		SP:Iteration 14Q (75970.240000 sec): 3 clusters
  Score: Raw -354350.378396 + Penalty 3835.907051 = -350514.471345
  nChanged 42
		SP:Iteration 15Q (75970.340000 sec): 3 clusters
  Score: Raw -354406.824990 + Penalty 3835.907051 = -350570.917939
  nChanged 48
		SP:Iteration 16Q (75970.440000 sec): 3 clusters
  Score: Raw -354480.615440 + Penalty 3835.907051 = -350644.708389
  nChanged 47
		SP:Iteration 17Q (75970.530000 sec): 3 clusters
  Score: Raw -354552.213762 + Penalty 3835.907051 = -350716.306711
  nChanged 53
		SP:Iteration 18Q (75970.630000 sec): 3 clusters
  Score: Raw -354631.005904 + Penalty 3835.907051 = -350795.098853
  nChanged 58
		SP:Iteration 19Q (75970.720000 sec): 3 clusters
  Score: Raw -354708.690387 + Penalty 3835.907051 = -350872.783336
  nChanged 34
		SP:Iteration 20F (75970.820000 sec): 3 clusters
  Score: Raw -354748.530042 + Penalty 3835.907051 = -350912.622991
  nChanged 27
		SP:Iteration 21Q (75970.960000 sec): 3 clusters
  Score: Raw -354778.896884 + Penalty 3835.907051 = -350942.989833
  nChanged 16
		SP:Iteration 22Q (75971.060000 sec): 3 clusters
  Score: Raw -354795.534083 + Penalty 3835.907051 = -350959.627032
  nChanged 10
		SP:Iteration 23Q (75971.160000 sec): 3 clusters
  Score: Raw -354806.779434 + Penalty 3835.907051 = -350970.872383
  nChanged 6
		SP:Iteration 24Q (75971.250000 sec): 3 clusters
  Score: Raw -354812.119433 + Penalty 3835.907051 = -350976.212382
  nChanged 4
		SP:Iteration 25Q (75971.350000 sec): 3 clusters
  Score: Raw -354814.694212 + Penalty 3835.907051 = -350978.787161
  nChanged 3
		SP:Iteration 26Q (75971.440000 sec): 3 clusters
  Score: Raw -354816.280200 + Penalty 3835.907051 = -350980.373149
  nChanged 3
		SP:Iteration 27Q (75971.540000 sec): 3 clusters
  Score: Raw -354817.466985 + Penalty 3835.907051 = -350981.559933
  nChanged 1
		SP:Iteration 28Q (75971.640000 sec): 3 clusters
  Score: Raw -354817.785677 + Penalty 3835.907051 = -350981.878626
  nChanged 0
		SP:Iteration 29F (75971.730000 sec): 3 clusters
  Score: Raw -354817.785677 + Penalty 3835.907051 = -350981.878626
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (3224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75971.830000 sec): 2 clusters
  Score: Raw -503379.358523 + Penalty 2003.437770 = -501375.920753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75972.010000 sec): 3 clusters
  Score: Raw -502008.391441 + Penalty 4006.875539 = -498001.515901
  nChanged 1139
		SP:Iteration 1F (75972.120000 sec): 3 clusters
  Score: Raw -502697.179270 + Penalty 4006.875539 = -498690.303730
  nChanged 250
		SP:Iteration 2F (75972.300000 sec): 3 clusters
  Score: Raw -502863.712494 + Penalty 4006.875539 = -498856.836955
  nChanged 132
		SP:Iteration 3Q (75972.480000 sec): 3 clusters
  Score: Raw -502939.573978 + Penalty 4006.875539 = -498932.698439
  nChanged 99
		SP:Iteration 4Q (75972.590000 sec): 3 clusters
  Score: Raw -502995.368791 + Penalty 4006.875539 = -498988.493251
  nChanged 70
		SP:Iteration 5Q (75972.730000 sec): 3 clusters
  Score: Raw -503037.977123 + Penalty 4006.875539 = -499031.101583
  nChanged 62
		SP:Iteration 6Q (75972.890000 sec): 3 clusters
  Score: Raw -503069.939737 + Penalty 4006.875539 = -499063.064197
  nChanged 50
		SP:Iteration 7Q (75973.090000 sec): 3 clusters
  Score: Raw -503096.078754 + Penalty 4006.875539 = -499089.203215
  nChanged 49
		SP:Iteration 8Q (75973.260000 sec): 3 clusters
  Score: Raw -503124.459699 + Penalty 4006.875539 = -499117.584160
  nChanged 43
		SP:Iteration 9Q (75973.430000 sec): 3 clusters
  Score: Raw -503150.363587 + Penalty 4006.875539 = -499143.488048
  nChanged 49
		SP:Iteration 10Q (75973.560000 sec): 3 clusters
  Score: Raw -503180.179437 + Penalty 4006.875539 = -499173.303898
  nChanged 55
		SP:Iteration 11Q (75973.730000 sec): 3 clusters
  Score: Raw -503209.241420 + Penalty 4006.875539 = -499202.365881
  nChanged 50
		SP:Iteration 12Q (75973.850000 sec): 3 clusters
  Score: Raw -503235.060730 + Penalty 4006.875539 = -499228.185191
  nChanged 40
		SP:Iteration 13Q (75974.020000 sec): 3 clusters
  Score: Raw -503254.575921 + Penalty 4006.875539 = -499247.700382
  nChanged 38
		SP:Iteration 14Q (75974.170000 sec): 3 clusters
  Score: Raw -503271.959797 + Penalty 4006.875539 = -499265.084257
  nChanged 26
		SP:Iteration 15Q (75974.330000 sec): 3 clusters
  Score: Raw -503285.349098 + Penalty 4006.875539 = -499278.473559
  nChanged 27
		SP:Iteration 16Q (75974.560000 sec): 3 clusters
  Score: Raw -503298.365444 + Penalty 4006.875539 = -499291.489904
  nChanged 19
		SP:Iteration 17Q (75974.710000 sec): 3 clusters
  Score: Raw -503308.652160 + Penalty 4006.875539 = -499301.776621
  nChanged 20
		SP:Iteration 18Q (75974.860000 sec): 3 clusters
  Score: Raw -503321.354078 + Penalty 4006.875539 = -499314.478539
  nChanged 26
		SP:Iteration 19Q (75975.050000 sec): 3 clusters
  Score: Raw -503333.042651 + Penalty 4006.875539 = -499326.167112
  nChanged 21
		SP:Iteration 20F (75975.200000 sec): 3 clusters
  Score: Raw -503340.916234 + Penalty 4006.875539 = -499334.040695
  nChanged 18
		SP:Iteration 21Q (75975.420000 sec): 3 clusters
  Score: Raw -503348.110661 + Penalty 4006.875539 = -499341.235122
  nChanged 14
		SP:Iteration 22Q (75975.600000 sec): 3 clusters
  Score: Raw -503352.673550 + Penalty 4006.875539 = -499345.798010
  nChanged 13
		SP:Iteration 23Q (75975.800000 sec): 3 clusters
  Score: Raw -503358.457494 + Penalty 4006.875539 = -499351.581955
  nChanged 20
		SP:Iteration 24Q (75975.970000 sec): 3 clusters
  Score: Raw -503365.665392 + Penalty 4006.875539 = -499358.789852
  nChanged 18
		SP:Iteration 25Q (75976.150000 sec): 3 clusters
  Score: Raw -503374.850742 + Penalty 4006.875539 = -499367.975202
  nChanged 18
		SP:Iteration 26Q (75976.300000 sec): 3 clusters
  Score: Raw -503384.024566 + Penalty 4006.875539 = -499377.149027
  nChanged 21
		SP:Iteration 27Q (75976.510000 sec): 3 clusters
  Score: Raw -503395.467620 + Penalty 4006.875539 = -499388.592081
  nChanged 28
		SP:Iteration 28Q (75976.680000 sec): 3 clusters
  Score: Raw -503409.822316 + Penalty 4006.875539 = -499402.946776
  nChanged 30
		SP:Iteration 29Q (75976.840000 sec): 3 clusters
  Score: Raw -503424.225362 + Penalty 4006.875539 = -499417.349823
  nChanged 25
		SP:Iteration 30Q (75977.010000 sec): 3 clusters
  Score: Raw -503436.032588 + Penalty 4006.875539 = -499429.157048
  nChanged 17
		SP:Iteration 31Q (75977.140000 sec): 3 clusters
  Score: Raw -503443.996450 + Penalty 4006.875539 = -499437.120910
  nChanged 8
		SP:Iteration 32Q (75977.300000 sec): 3 clusters
  Score: Raw -503448.497272 + Penalty 4006.875539 = -499441.621733
  nChanged 13
		SP:Iteration 33Q (75977.460000 sec): 3 clusters
  Score: Raw -503454.781362 + Penalty 4006.875539 = -499447.905823
  nChanged 10
		SP:Iteration 34Q (75977.620000 sec): 3 clusters
  Score: Raw -503458.449771 + Penalty 4006.875539 = -499451.574231
  nChanged 8
		SP:Iteration 35Q (75977.770000 sec): 3 clusters
  Score: Raw -503463.408382 + Penalty 4006.875539 = -499456.532842
  nChanged 6
		SP:Iteration 36Q (75977.930000 sec): 3 clusters
  Score: Raw -503466.383165 + Penalty 4006.875539 = -499459.507626
  nChanged 6
		SP:Iteration 37Q (75978.080000 sec): 3 clusters
  Score: Raw -503468.269531 + Penalty 4006.875539 = -499461.393992
  nChanged 3
		SP:Iteration 38Q (75978.230000 sec): 3 clusters
  Score: Raw -503470.500883 + Penalty 4006.875539 = -499463.625343
  nChanged 8
		SP:Iteration 39Q (75978.390000 sec): 3 clusters
  Score: Raw -503476.991764 + Penalty 4006.875539 = -499470.116225
  nChanged 16
		SP:Iteration 40F (75978.560000 sec): 3 clusters
  Score: Raw -503488.002830 + Penalty 4006.875539 = -499481.127291
  nChanged 14
		SP:Iteration 41Q (75978.740000 sec): 3 clusters
  Score: Raw -503494.085034 + Penalty 4006.875539 = -499487.209495
  nChanged 9
		SP:Iteration 42Q (75978.910000 sec): 3 clusters
  Score: Raw -503498.217060 + Penalty 4006.875539 = -499491.341521
  nChanged 8
		SP:Iteration 43Q (75979.090000 sec): 3 clusters
  Score: Raw -503501.745664 + Penalty 4006.875539 = -499494.870125
  nChanged 5
		SP:Iteration 44Q (75979.270000 sec): 3 clusters
  Score: Raw -503504.037331 + Penalty 4006.875539 = -499497.161792
  nChanged 6
		SP:Iteration 45Q (75979.400000 sec): 3 clusters
  Score: Raw -503507.703333 + Penalty 4006.875539 = -499500.827793
  nChanged 5
		SP:Iteration 46Q (75979.600000 sec): 3 clusters
  Score: Raw -503509.701260 + Penalty 4006.875539 = -499502.825720
  nChanged 3
		SP:Iteration 47Q (75979.780000 sec): 3 clusters
  Score: Raw -503510.646558 + Penalty 4006.875539 = -499503.771018
  nChanged 1
		SP:Iteration 48Q (75979.920000 sec): 3 clusters
  Score: Raw -503511.061834 + Penalty 4006.875539 = -499504.186294
  nChanged 0
		SP:Iteration 49F (75980.100000 sec): 3 clusters
  Score: Raw -503511.061834 + Penalty 4006.875539 = -499504.186294
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75980.220000 sec): 2 clusters
  Score: Raw -98180.820548 + Penalty 1616.015883 = -96564.804665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75980.400000 sec): 3 clusters
  Score: Raw -98191.270055 + Penalty 3232.031766 = -94959.238289
  nChanged 168
		SP:Iteration 1F (75980.600000 sec): 3 clusters
  Score: Raw -98447.491702 + Penalty 3232.031766 = -95215.459936
  nChanged 41
		SP:Iteration 2F (75980.740000 sec): 3 clusters
  Score: Raw -98540.228188 + Penalty 3232.031766 = -95308.196423
  nChanged 30
		SP:Iteration 3Q (75980.920000 sec): 3 clusters
  Score: Raw -98584.672068 + Penalty 3232.031766 = -95352.640302
  nChanged 14
		SP:Iteration 4Q (75981.080000 sec): 3 clusters
  Score: Raw -98603.327238 + Penalty 3232.031766 = -95371.295472
  nChanged 16
		SP:Iteration 5Q (75981.280000 sec): 3 clusters
  Score: Raw -98625.709007 + Penalty 3232.031766 = -95393.677241
  nChanged 16
		SP:Iteration 6Q (75981.390000 sec): 3 clusters
  Score: Raw -98648.591018 + Penalty 3232.031766 = -95416.559252
  nChanged 10
		SP:Iteration 7Q (75981.560000 sec): 3 clusters
  Score: Raw -98660.732147 + Penalty 3232.031766 = -95428.700381
  nChanged 10
		SP:Iteration 8Q (75981.730000 sec): 3 clusters
  Score: Raw -98670.572408 + Penalty 3232.031766 = -95438.540642
  nChanged 11
		SP:Iteration 9Q (75981.860000 sec): 3 clusters
  Score: Raw -98699.930870 + Penalty 3232.031766 = -95467.899104
  nChanged 14
		SP:Iteration 10Q (75982.050000 sec): 3 clusters
  Score: Raw -98724.135259 + Penalty 3232.031766 = -95492.103494
  nChanged 8
		SP:Iteration 11Q (75982.210000 sec): 3 clusters
  Score: Raw -98736.344929 + Penalty 3232.031766 = -95504.313163
  nChanged 7
		SP:Iteration 12Q (75982.440000 sec): 3 clusters
  Score: Raw -98745.258308 + Penalty 3232.031766 = -95513.226543
  nChanged 4
		SP:Iteration 13Q (75982.610000 sec): 3 clusters
  Score: Raw -98750.627239 + Penalty 3232.031766 = -95518.595473
  nChanged 4
		SP:Iteration 14Q (75982.770000 sec): 3 clusters
  Score: Raw -98755.433417 + Penalty 3232.031766 = -95523.401651
  nChanged 3
		SP:Iteration 15Q (75982.940000 sec): 3 clusters
  Score: Raw -98761.001838 + Penalty 3232.031766 = -95528.970072
  nChanged 2
		SP:Iteration 16Q (75983.060000 sec): 3 clusters
  Score: Raw -98762.614849 + Penalty 3232.031766 = -95530.583083
  nChanged 1
		SP:Iteration 17Q (75983.180000 sec): 3 clusters
  Score: Raw -98763.147812 + Penalty 3232.031766 = -95531.116046
  nChanged 1
		SP:Iteration 18Q (75983.300000 sec): 3 clusters
  Score: Raw -98763.853978 + Penalty 3232.031766 = -95531.822212
  nChanged 1
		SP:Iteration 19Q (75983.480000 sec): 3 clusters
  Score: Raw -98764.658915 + Penalty 3232.031766 = -95532.627150
  nChanged 0
		SP:Iteration 20F (75983.610000 sec): 3 clusters
  Score: Raw -98768.929730 + Penalty 3232.031766 = -95536.897965
  nChanged 1
		SP:Iteration 21Q (75983.780000 sec): 3 clusters
  Score: Raw -98802.855037 + Penalty 3232.031766 = -95570.823271
  nChanged 6
		SP:Iteration 22Q (75983.950000 sec): 3 clusters
  Score: Raw -98860.028528 + Penalty 3232.031766 = -95627.996763
  nChanged 12
		SP:Iteration 23Q (75984.080000 sec): 3 clusters
  Score: Raw -98883.707869 + Penalty 3232.031766 = -95651.676103
  nChanged 8
		SP:Iteration 24Q (75984.220000 sec): 3 clusters
  Score: Raw -98897.101944 + Penalty 3232.031766 = -95665.070178
  nChanged 2
		SP:Iteration 25Q (75984.360000 sec): 3 clusters
  Score: Raw -98936.396517 + Penalty 3232.031766 = -95704.364751
  nChanged 7
		SP:Iteration 26Q (75984.500000 sec): 3 clusters
  Score: Raw -98956.076816 + Penalty 3232.031766 = -95724.045050
  nChanged 7
		SP:Iteration 27Q (75984.620000 sec): 3 clusters
  Score: Raw -98971.126624 + Penalty 3232.031766 = -95739.094858
  nChanged 4
		SP:Iteration 28Q (75984.760000 sec): 3 clusters
  Score: Raw -98975.835956 + Penalty 3232.031766 = -95743.804190
  nChanged 0
		SP:Iteration 29F (75984.900000 sec): 3 clusters
  Score: Raw -98975.835956 + Penalty 3232.031766 = -95743.804190
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (4644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75985.010000 sec): 2 clusters
  Score: Raw -620417.628941 + Penalty 2093.946173 = -618323.682768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75985.210000 sec): 3 clusters
  Score: Raw -618371.280659 + Penalty 4187.892346 = -614183.388313
  nChanged 1776
		SP:Iteration 1F (75985.400000 sec): 3 clusters
  Score: Raw -620068.792590 + Penalty 4187.892346 = -615880.900244
  nChanged 568
		SP:Iteration 2F (75985.590000 sec): 3 clusters
  Score: Raw -620815.571684 + Penalty 4187.892346 = -616627.679338
  nChanged 414
		SP:Iteration 3F (75985.740000 sec): 3 clusters
  Score: Raw -621262.116430 + Penalty 4187.892346 = -617074.224084
  nChanged 251
		SP:Iteration 4F (75985.930000 sec): 3 clusters
  Score: Raw -621489.058082 + Penalty 4187.892346 = -617301.165736
  nChanged 181
		SP:Iteration 5Q (75986.100000 sec): 3 clusters
  Score: Raw -621619.426846 + Penalty 4187.892346 = -617431.534500
  nChanged 121
		SP:Iteration 6Q (75986.280000 sec): 3 clusters
  Score: Raw -621709.294049 + Penalty 4187.892346 = -617521.401703
  nChanged 101
		SP:Iteration 7Q (75986.500000 sec): 3 clusters
  Score: Raw -621788.441919 + Penalty 4187.892346 = -617600.549573
  nChanged 86
		SP:Iteration 8Q (75986.680000 sec): 3 clusters
  Score: Raw -621857.210960 + Penalty 4187.892346 = -617669.318614
  nChanged 64
		SP:Iteration 9Q (75986.840000 sec): 3 clusters
  Score: Raw -621909.164711 + Penalty 4187.892346 = -617721.272365
  nChanged 69
		SP:Iteration 10Q (75987.040000 sec): 3 clusters
  Score: Raw -621956.704565 + Penalty 4187.892346 = -617768.812219
  nChanged 65
		SP:Iteration 11Q (75987.240000 sec): 3 clusters
  Score: Raw -621997.207631 + Penalty 4187.892346 = -617809.315285
  nChanged 52
		SP:Iteration 12Q (75987.400000 sec): 3 clusters
  Score: Raw -622036.167138 + Penalty 4187.892346 = -617848.274792
  nChanged 48
		SP:Iteration 13Q (75987.600000 sec): 3 clusters
  Score: Raw -622062.897627 + Penalty 4187.892346 = -617875.005281
  nChanged 40
		SP:Iteration 14Q (75987.770000 sec): 3 clusters
  Score: Raw -622085.449090 + Penalty 4187.892346 = -617897.556744
  nChanged 36
		SP:Iteration 15Q (75987.970000 sec): 3 clusters
  Score: Raw -622113.419881 + Penalty 4187.892346 = -617925.527535
  nChanged 33
		SP:Iteration 16Q (75988.200000 sec): 3 clusters
  Score: Raw -622126.242835 + Penalty 4187.892346 = -617938.350488
  nChanged 17
		SP:Iteration 17Q (75988.380000 sec): 3 clusters
  Score: Raw -622131.211002 + Penalty 4187.892346 = -617943.318656
  nChanged 6
		SP:Iteration 18Q (75988.560000 sec): 3 clusters
  Score: Raw -622132.686210 + Penalty 4187.892346 = -617944.793864
  nChanged 6
		SP:Iteration 19Q (75988.740000 sec): 3 clusters
  Score: Raw -622134.957986 + Penalty 4187.892346 = -617947.065640
  nChanged 3
		SP:Iteration 20F (75988.930000 sec): 3 clusters
  Score: Raw -622136.309542 + Penalty 4187.892346 = -617948.417196
  nChanged 2
		SP:Iteration 21Q (75989.100000 sec): 3 clusters
  Score: Raw -622136.928387 + Penalty 4187.892346 = -617949.036041
  nChanged 3
		SP:Iteration 22Q (75989.330000 sec): 3 clusters
  Score: Raw -622137.673997 + Penalty 4187.892346 = -617949.781651
  nChanged 4
		SP:Iteration 23Q (75989.530000 sec): 3 clusters
  Score: Raw -622140.509283 + Penalty 4187.892346 = -617952.616937
  nChanged 8
		SP:Iteration 24Q (75989.740000 sec): 3 clusters
  Score: Raw -622142.413993 + Penalty 4187.892346 = -617954.521647
  nChanged 4
		SP:Iteration 25Q (75989.900000 sec): 3 clusters
  Score: Raw -622143.563235 + Penalty 4187.892346 = -617955.670889
  nChanged 4
		SP:Iteration 26Q (75990.130000 sec): 3 clusters
  Score: Raw -622144.322452 + Penalty 4187.892346 = -617956.430106
  nChanged 1
		SP:Iteration 27Q (75990.330000 sec): 3 clusters
  Score: Raw -622144.566751 + Penalty 4187.892346 = -617956.674405
  nChanged 0
		SP:Iteration 28F (75990.490000 sec): 3 clusters
  Score: Raw -622144.566751 + Penalty 4187.892346 = -617956.674405
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (3481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75990.590000 sec): 2 clusters
  Score: Raw -548722.173903 + Penalty 2022.458572 = -546699.715330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75990.780000 sec): 3 clusters
  Score: Raw -547180.779864 + Penalty 4044.917144 = -543135.862720
  nChanged 1207
		SP:Iteration 1F (75990.970000 sec): 3 clusters
  Score: Raw -547897.443212 + Penalty 4044.917144 = -543852.526068
  nChanged 259
		SP:Iteration 2F (75991.140000 sec): 3 clusters
  Score: Raw -548105.239975 + Penalty 4044.917144 = -544060.322831
  nChanged 189
		SP:Iteration 3F (75991.280000 sec): 3 clusters
  Score: Raw -548238.853189 + Penalty 4044.917144 = -544193.936044
  nChanged 140
		SP:Iteration 4Q (75991.510000 sec): 3 clusters
  Score: Raw -548319.385262 + Penalty 4044.917144 = -544274.468118
  nChanged 95
		SP:Iteration 5Q (75991.660000 sec): 3 clusters
  Score: Raw -548368.606361 + Penalty 4044.917144 = -544323.689216
  nChanged 76
		SP:Iteration 6Q (75991.840000 sec): 3 clusters
  Score: Raw -548405.844894 + Penalty 4044.917144 = -544360.927750
  nChanged 59
		SP:Iteration 7Q (75992.020000 sec): 3 clusters
  Score: Raw -548439.924204 + Penalty 4044.917144 = -544395.007059
  nChanged 66
		SP:Iteration 8Q (75992.200000 sec): 3 clusters
  Score: Raw -548472.152397 + Penalty 4044.917144 = -544427.235252
  nChanged 67
		SP:Iteration 9Q (75992.380000 sec): 3 clusters
  Score: Raw -548508.477682 + Penalty 4044.917144 = -544463.560538
  nChanged 62
		SP:Iteration 10Q (75992.570000 sec): 3 clusters
  Score: Raw -548549.426076 + Penalty 4044.917144 = -544504.508931
  nChanged 66
		SP:Iteration 11Q (75992.740000 sec): 3 clusters
  Score: Raw -548586.745000 + Penalty 4044.917144 = -544541.827855
  nChanged 57
		SP:Iteration 12Q (75992.950000 sec): 3 clusters
  Score: Raw -548618.050039 + Penalty 4044.917144 = -544573.132895
  nChanged 56
		SP:Iteration 13Q (75993.140000 sec): 3 clusters
  Score: Raw -548647.427926 + Penalty 4044.917144 = -544602.510782
  nChanged 54
		SP:Iteration 14Q (75993.320000 sec): 3 clusters
  Score: Raw -548682.132463 + Penalty 4044.917144 = -544637.215319
  nChanged 54
		SP:Iteration 15Q (75993.530000 sec): 3 clusters
  Score: Raw -548718.913863 + Penalty 4044.917144 = -544673.996719
  nChanged 55
		SP:Iteration 16Q (75993.740000 sec): 3 clusters
  Score: Raw -548753.001864 + Penalty 4044.917144 = -544708.084719
  nChanged 45
		SP:Iteration 17Q (75993.880000 sec): 3 clusters
  Score: Raw -548784.383006 + Penalty 4044.917144 = -544739.465861
  nChanged 50
		SP:Iteration 18Q (75994.020000 sec): 3 clusters
  Score: Raw -548819.298318 + Penalty 4044.917144 = -544774.381173
  nChanged 60
		SP:Iteration 19Q (75994.150000 sec): 3 clusters
  Score: Raw -548865.463981 + Penalty 4044.917144 = -544820.546837
  nChanged 52
		SP:Iteration 20F (75994.320000 sec): 3 clusters
  Score: Raw -548905.514860 + Penalty 4044.917144 = -544860.597715
  nChanged 48
		SP:Iteration 21Q (75994.510000 sec): 3 clusters
  Score: Raw -548938.674744 + Penalty 4044.917144 = -544893.757600
  nChanged 33
		SP:Iteration 22Q (75994.680000 sec): 3 clusters
  Score: Raw -548959.816691 + Penalty 4044.917144 = -544914.899547
  nChanged 28
		SP:Iteration 23Q (75994.860000 sec): 3 clusters
  Score: Raw -548980.117490 + Penalty 4044.917144 = -544935.200346
  nChanged 28
		SP:Iteration 24Q (75995.000000 sec): 3 clusters
  Score: Raw -549003.882492 + Penalty 4044.917144 = -544958.965347
  nChanged 28
		SP:Iteration 25Q (75995.140000 sec): 3 clusters
  Score: Raw -549027.807425 + Penalty 4044.917144 = -544982.890281
  nChanged 27
		SP:Iteration 26Q (75995.280000 sec): 3 clusters
  Score: Raw -549047.118620 + Penalty 4044.917144 = -545002.201476
  nChanged 21
		SP:Iteration 27Q (75995.460000 sec): 3 clusters
  Score: Raw -549059.831009 + Penalty 4044.917144 = -545014.913864
  nChanged 11
		SP:Iteration 28Q (75995.600000 sec): 3 clusters
  Score: Raw -549068.640631 + Penalty 4044.917144 = -545023.723486
  nChanged 16
		SP:Iteration 29Q (75995.820000 sec): 3 clusters
  Score: Raw -549083.400568 + Penalty 4044.917144 = -545038.483424
  nChanged 18
		SP:Iteration 30Q (75996.020000 sec): 3 clusters
  Score: Raw -549095.927488 + Penalty 4044.917144 = -545051.010343
  nChanged 18
		SP:Iteration 31Q (75996.160000 sec): 3 clusters
  Score: Raw -549110.387146 + Penalty 4044.917144 = -545065.470002
  nChanged 17
		SP:Iteration 32Q (75996.390000 sec): 3 clusters
  Score: Raw -549121.197777 + Penalty 4044.917144 = -545076.280632
  nChanged 11
		SP:Iteration 33Q (75996.550000 sec): 3 clusters
  Score: Raw -549128.986178 + Penalty 4044.917144 = -545084.069033
  nChanged 11
		SP:Iteration 34Q (75996.750000 sec): 3 clusters
  Score: Raw -549136.195734 + Penalty 4044.917144 = -545091.278589
  nChanged 7
		SP:Iteration 35Q (75996.910000 sec): 3 clusters
  Score: Raw -549139.093331 + Penalty 4044.917144 = -545094.176186
  nChanged 4
		SP:Iteration 36Q (75997.090000 sec): 3 clusters
  Score: Raw -549141.788987 + Penalty 4044.917144 = -545096.871842
  nChanged 6
		SP:Iteration 37Q (75997.270000 sec): 3 clusters
  Score: Raw -549144.652957 + Penalty 4044.917144 = -545099.735813
  nChanged 5
		SP:Iteration 38Q (75997.470000 sec): 3 clusters
  Score: Raw -549147.040756 + Penalty 4044.917144 = -545102.123612
  nChanged 9
		SP:Iteration 39Q (75997.680000 sec): 3 clusters
  Score: Raw -549154.394081 + Penalty 4044.917144 = -545109.476937
  nChanged 9
		SP:Iteration 40F (75997.870000 sec): 3 clusters
  Score: Raw -549160.677005 + Penalty 4044.917144 = -545115.759861
  nChanged 9
		SP:Iteration 41Q (75998.030000 sec): 3 clusters
  Score: Raw -549169.358193 + Penalty 4044.917144 = -545124.441048
  nChanged 7
		SP:Iteration 42Q (75998.180000 sec): 3 clusters
  Score: Raw -549174.924933 + Penalty 4044.917144 = -545130.007788
  nChanged 2
		SP:Iteration 43Q (75998.280000 sec): 3 clusters
  Score: Raw -549176.143249 + Penalty 4044.917144 = -545131.226105
  nChanged 3
		SP:Iteration 44Q (75998.450000 sec): 3 clusters
  Score: Raw -549178.155234 + Penalty 4044.917144 = -545133.238089
  nChanged 4
		SP:Iteration 45Q (75998.560000 sec): 3 clusters
  Score: Raw -549181.696178 + Penalty 4044.917144 = -545136.779034
  nChanged 3
		SP:Iteration 46Q (75998.740000 sec): 3 clusters
  Score: Raw -549183.990391 + Penalty 4044.917144 = -545139.073247
  nChanged 2
		SP:Iteration 47Q (75998.900000 sec): 3 clusters
  Score: Raw -549185.205941 + Penalty 4044.917144 = -545140.288797
  nChanged 1
		SP:Iteration 48Q (75999.080000 sec): 3 clusters
  Score: Raw -549187.038067 + Penalty 4044.917144 = -545142.120922
  nChanged 3
		SP:Iteration 49Q (75999.230000 sec): 3 clusters
  Score: Raw -549188.419263 + Penalty 4044.917144 = -545143.502119
  nChanged 1
		SP:Iteration 50Q (75999.410000 sec): 3 clusters
  Score: Raw -549188.735266 + Penalty 4044.917144 = -545143.818122
  nChanged 0
		SP:Iteration 51F (75999.560000 sec): 3 clusters
  Score: Raw -549188.735266 + Penalty 4044.917144 = -545143.818122
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (9949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75999.700000 sec): 2 clusters
  Score: Raw -1609013.383609 + Penalty 2282.896376 = -1606730.487233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75999.900000 sec): 3 clusters
  Score: Raw -1603628.585082 + Penalty 4565.792752 = -1599062.792330
  nChanged 4158
		SP:Iteration 1F (76000.120000 sec): 3 clusters
  Score: Raw -1605795.600107 + Penalty 4565.792752 = -1601229.807355
  nChanged 666
		SP:Iteration 2F (76000.370000 sec): 3 clusters
  Score: Raw -1606095.121097 + Penalty 4565.792752 = -1601529.328345
  nChanged 484
		SP:Iteration 3Q (76000.600000 sec): 3 clusters
  Score: Raw -1606299.299474 + Penalty 4565.792752 = -1601733.506722
  nChanged 376
		SP:Iteration 4Q (76000.780000 sec): 3 clusters
  Score: Raw -1606449.343061 + Penalty 4565.792752 = -1601883.550309
  nChanged 337
		SP:Iteration 5Q (76001.000000 sec): 3 clusters
  Score: Raw -1606584.785192 + Penalty 4565.792752 = -1602018.992440
  nChanged 297
		SP:Iteration 6Q (76001.210000 sec): 3 clusters
  Score: Raw -1606698.588259 + Penalty 4565.792752 = -1602132.795507
  nChanged 263
		SP:Iteration 7Q (76001.390000 sec): 3 clusters
  Score: Raw -1606800.353502 + Penalty 4565.792752 = -1602234.560750
  nChanged 264
		SP:Iteration 8Q (76001.580000 sec): 3 clusters
  Score: Raw -1606901.185139 + Penalty 4565.792752 = -1602335.392387
  nChanged 257
		SP:Iteration 9Q (76001.790000 sec): 3 clusters
  Score: Raw -1607025.432211 + Penalty 4565.792752 = -1602459.639459
  nChanged 273
		SP:Iteration 10Q (76001.950000 sec): 3 clusters
  Score: Raw -1607166.244736 + Penalty 4565.792752 = -1602600.451984
  nChanged 296
		SP:Iteration 11Q (76002.150000 sec): 3 clusters
  Score: Raw -1607334.390690 + Penalty 4565.792752 = -1602768.597938
  nChanged 317
		SP:Iteration 12Q (76002.360000 sec): 3 clusters
  Score: Raw -1607534.517062 + Penalty 4565.792752 = -1602968.724310
  nChanged 328
		SP:Iteration 13Q (76002.530000 sec): 3 clusters
  Score: Raw -1607737.971201 + Penalty 4565.792752 = -1603172.178449
  nChanged 342
		SP:Iteration 14Q (76002.720000 sec): 3 clusters
  Score: Raw -1607944.661258 + Penalty 4565.792752 = -1603378.868506
  nChanged 304
		SP:Iteration 15Q (76002.960000 sec): 3 clusters
  Score: Raw -1608140.360675 + Penalty 4565.792752 = -1603574.567923
  nChanged 292
		SP:Iteration 16Q (76003.250000 sec): 3 clusters
  Score: Raw -1608332.598983 + Penalty 4565.792752 = -1603766.806231
  nChanged 263
		SP:Iteration 17Q (76003.460000 sec): 3 clusters
  Score: Raw -1608511.384163 + Penalty 4565.792752 = -1603945.591411
  nChanged 240
		SP:Iteration 18Q (76003.690000 sec): 3 clusters
  Score: Raw -1608702.525414 + Penalty 4565.792752 = -1604136.732662
  nChanged 199
		SP:Iteration 19Q (76003.920000 sec): 3 clusters
  Score: Raw -1608873.985631 + Penalty 4565.792752 = -1604308.192879
  nChanged 180
		SP:Iteration 20F (76004.160000 sec): 3 clusters
  Score: Raw -1609032.827188 + Penalty 4565.792752 = -1604467.034436
  nChanged 143
		SP:Iteration 21Q (76004.390000 sec): 3 clusters
  Score: Raw -1609161.352227 + Penalty 4565.792752 = -1604595.559475
  nChanged 133
		SP:Iteration 22Q (76004.570000 sec): 3 clusters
  Score: Raw -1609259.031888 + Penalty 4565.792752 = -1604693.239136
  nChanged 90
		SP:Iteration 23Q (76004.760000 sec): 3 clusters
  Score: Raw -1609332.614290 + Penalty 4565.792752 = -1604766.821538
  nChanged 94
		SP:Iteration 24Q (76004.960000 sec): 3 clusters
  Score: Raw -1609414.550884 + Penalty 4565.792752 = -1604848.758132
  nChanged 85
		SP:Iteration 25Q (76005.170000 sec): 3 clusters
  Score: Raw -1609476.026461 + Penalty 4565.792752 = -1604910.233709
  nChanged 67
		SP:Iteration 26Q (76005.380000 sec): 3 clusters
  Score: Raw -1609520.398183 + Penalty 4565.792752 = -1604954.605431
  nChanged 37
		SP:Iteration 27Q (76005.540000 sec): 3 clusters
  Score: Raw -1609537.365549 + Penalty 4565.792752 = -1604971.572797
  nChanged 24
		SP:Iteration 28Q (76005.740000 sec): 3 clusters
  Score: Raw -1609550.455129 + Penalty 4565.792752 = -1604984.662377
  nChanged 18
		SP:Iteration 29Q (76005.920000 sec): 3 clusters
  Score: Raw -1609557.983775 + Penalty 4565.792752 = -1604992.191023
  nChanged 10
		SP:Iteration 30Q (76006.090000 sec): 3 clusters
  Score: Raw -1609561.862781 + Penalty 4565.792752 = -1604996.070029
  nChanged 8
		SP:Iteration 31Q (76006.320000 sec): 3 clusters
  Score: Raw -1609563.898195 + Penalty 4565.792752 = -1604998.105443
  nChanged 4
		SP:Iteration 32Q (76006.520000 sec): 3 clusters
  Score: Raw -1609565.770664 + Penalty 4565.792752 = -1604999.977912
  nChanged 8
		SP:Iteration 33Q (76006.710000 sec): 3 clusters
  Score: Raw -1609567.875777 + Penalty 4565.792752 = -1605002.083025
  nChanged 4
		SP:Iteration 34Q (76006.920000 sec): 3 clusters
  Score: Raw -1609569.001345 + Penalty 4565.792752 = -1605003.208593
  nChanged 2
		SP:Iteration 35Q (76007.090000 sec): 3 clusters
  Score: Raw -1609569.556232 + Penalty 4565.792752 = -1605003.763480
  nChanged 1
		SP:Iteration 36Q (76007.300000 sec): 3 clusters
  Score: Raw -1609569.985272 + Penalty 4565.792752 = -1605004.192520
  nChanged 2
		SP:Iteration 37Q (76007.480000 sec): 3 clusters
  Score: Raw -1609570.554766 + Penalty 4565.792752 = -1605004.762014
  nChanged 2
		SP:Iteration 38Q (76007.650000 sec): 3 clusters
  Score: Raw -1609571.207005 + Penalty 4565.792752 = -1605005.414253
  nChanged 5
		SP:Iteration 39Q (76007.880000 sec): 3 clusters
  Score: Raw -1609573.560083 + Penalty 4565.792752 = -1605007.767331
  nChanged 4
		SP:Iteration 40F (76008.090000 sec): 3 clusters
  Score: Raw -1609574.391391 + Penalty 4565.792752 = -1605008.598639
  nChanged 1
		SP:Iteration 41Q (76008.320000 sec): 3 clusters
  Score: Raw -1609574.689280 + Penalty 4565.792752 = -1605008.896528
  nChanged 0
		SP:Iteration 42F (76008.510000 sec): 3 clusters
  Score: Raw -1609574.689280 + Penalty 4565.792752 = -1605008.896528
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (10370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76008.660000 sec): 2 clusters
  Score: Raw -1654456.742241 + Penalty 2293.174731 = -1652163.567510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76008.900000 sec): 3 clusters
  Score: Raw -1648851.042562 + Penalty 4586.349461 = -1644264.693100
  nChanged 4391
		SP:Iteration 1F (76009.200000 sec): 3 clusters
  Score: Raw -1651227.354111 + Penalty 4586.349461 = -1646641.004650
  nChanged 738
		SP:Iteration 2F (76009.450000 sec): 3 clusters
  Score: Raw -1651568.233216 + Penalty 4586.349461 = -1646981.883755
  nChanged 576
		SP:Iteration 3F (76009.650000 sec): 3 clusters
  Score: Raw -1651872.911511 + Penalty 4586.349461 = -1647286.562050
  nChanged 517
		SP:Iteration 4Q (76009.890000 sec): 3 clusters
  Score: Raw -1652166.310697 + Penalty 4586.349461 = -1647579.961236
  nChanged 497
		SP:Iteration 5Q (76010.090000 sec): 3 clusters
  Score: Raw -1652510.656170 + Penalty 4586.349461 = -1647924.306708
  nChanged 571
		SP:Iteration 6F (76010.310000 sec): 3 clusters
  Score: Raw -1652954.531293 + Penalty 4586.349461 = -1648368.181832
  nChanged 620
		SP:Iteration 7F (76010.530000 sec): 3 clusters
  Score: Raw -1653465.893458 + Penalty 4586.349461 = -1648879.543996
  nChanged 637
		SP:Iteration 8F (76010.770000 sec): 3 clusters
  Score: Raw -1653955.101125 + Penalty 4586.349461 = -1649368.751664
  nChanged 535
		SP:Iteration 9F (76011.010000 sec): 3 clusters
  Score: Raw -1654295.739296 + Penalty 4586.349461 = -1649709.389834
  nChanged 422
		SP:Iteration 10Q (76011.260000 sec): 3 clusters
  Score: Raw -1654501.236178 + Penalty 4586.349461 = -1649914.886716
  nChanged 271
		SP:Iteration 11Q (76011.470000 sec): 3 clusters
  Score: Raw -1654621.581760 + Penalty 4586.349461 = -1650035.232298
  nChanged 205
		SP:Iteration 12Q (76011.690000 sec): 3 clusters
  Score: Raw -1654711.616327 + Penalty 4586.349461 = -1650125.266866
  nChanged 168
		SP:Iteration 13Q (76011.930000 sec): 3 clusters
  Score: Raw -1654777.040815 + Penalty 4586.349461 = -1650190.691354
  nChanged 131
		SP:Iteration 14Q (76012.170000 sec): 3 clusters
  Score: Raw -1654821.553971 + Penalty 4586.349461 = -1650235.204510
  nChanged 100
		SP:Iteration 15Q (76012.380000 sec): 3 clusters
  Score: Raw -1654854.366317 + Penalty 4586.349461 = -1650268.016856
  nChanged 90
		SP:Iteration 16Q (76012.600000 sec): 3 clusters
  Score: Raw -1654877.818768 + Penalty 4586.349461 = -1650291.469307
  nChanged 71
		SP:Iteration 17Q (76012.840000 sec): 3 clusters
  Score: Raw -1654899.286848 + Penalty 4586.349461 = -1650312.937387
  nChanged 67
		SP:Iteration 18Q (76013.070000 sec): 3 clusters
  Score: Raw -1654921.265922 + Penalty 4586.349461 = -1650334.916460
  nChanged 51
		SP:Iteration 19Q (76013.300000 sec): 3 clusters
  Score: Raw -1654935.138550 + Penalty 4586.349461 = -1650348.789088
  nChanged 66
		SP:Iteration 20F (76013.560000 sec): 3 clusters
  Score: Raw -1654954.090548 + Penalty 4586.349461 = -1650367.741087
  nChanged 65
		SP:Iteration 21Q (76013.800000 sec): 3 clusters
  Score: Raw -1654970.688108 + Penalty 4586.349461 = -1650384.338646
  nChanged 64
		SP:Iteration 22Q (76014.060000 sec): 3 clusters
  Score: Raw -1654985.980072 + Penalty 4586.349461 = -1650399.630611
  nChanged 69
		SP:Iteration 23Q (76014.300000 sec): 3 clusters
  Score: Raw -1655007.130824 + Penalty 4586.349461 = -1650420.781362
  nChanged 85
		SP:Iteration 24Q (76014.510000 sec): 3 clusters
  Score: Raw -1655031.609353 + Penalty 4586.349461 = -1650445.259891
  nChanged 75
		SP:Iteration 25Q (76014.730000 sec): 3 clusters
  Score: Raw -1655057.804392 + Penalty 4586.349461 = -1650471.454930
  nChanged 80
		SP:Iteration 26Q (76014.970000 sec): 3 clusters
  Score: Raw -1655086.087421 + Penalty 4586.349461 = -1650499.737960
  nChanged 85
		SP:Iteration 27Q (76015.230000 sec): 3 clusters
  Score: Raw -1655112.538181 + Penalty 4586.349461 = -1650526.188719
  nChanged 76
		SP:Iteration 28Q (76015.430000 sec): 3 clusters
  Score: Raw -1655136.057901 + Penalty 4586.349461 = -1650549.708440
  nChanged 74
		SP:Iteration 29Q (76015.680000 sec): 3 clusters
  Score: Raw -1655160.684688 + Penalty 4586.349461 = -1650574.335227
  nChanged 77
		SP:Iteration 30Q (76015.920000 sec): 3 clusters
  Score: Raw -1655182.716181 + Penalty 4586.349461 = -1650596.366720
  nChanged 75
		SP:Iteration 31Q (76016.140000 sec): 3 clusters
  Score: Raw -1655204.137633 + Penalty 4586.349461 = -1650617.788172
  nChanged 68
		SP:Iteration 32Q (76016.370000 sec): 3 clusters
  Score: Raw -1655223.152937 + Penalty 4586.349461 = -1650636.803476
  nChanged 59
		SP:Iteration 33Q (76016.590000 sec): 3 clusters
  Score: Raw -1655238.139222 + Penalty 4586.349461 = -1650651.789760
  nChanged 57
		SP:Iteration 34Q (76016.840000 sec): 3 clusters
  Score: Raw -1655252.385800 + Penalty 4586.349461 = -1650666.036338
  nChanged 60
		SP:Iteration 35Q (76017.010000 sec): 3 clusters
  Score: Raw -1655267.589994 + Penalty 4586.349461 = -1650681.240532
  nChanged 58
		SP:Iteration 36Q (76017.270000 sec): 3 clusters
  Score: Raw -1655285.608706 + Penalty 4586.349461 = -1650699.259245
  nChanged 66
		SP:Iteration 37Q (76017.530000 sec): 3 clusters
  Score: Raw -1655304.817923 + Penalty 4586.349461 = -1650718.468462
  nChanged 67
		SP:Iteration 38Q (76017.770000 sec): 3 clusters
  Score: Raw -1655322.285970 + Penalty 4586.349461 = -1650735.936509
  nChanged 62
		SP:Iteration 39Q (76017.980000 sec): 3 clusters
  Score: Raw -1655338.191367 + Penalty 4586.349461 = -1650751.841905
  nChanged 62
		SP:Iteration 40F (76018.180000 sec): 3 clusters
  Score: Raw -1655356.487309 + Penalty 4586.349461 = -1650770.137847
  nChanged 68
		SP:Iteration 41Q (76018.440000 sec): 3 clusters
  Score: Raw -1655373.034861 + Penalty 4586.349461 = -1650786.685399
  nChanged 62
		SP:Iteration 42Q (76018.660000 sec): 3 clusters
  Score: Raw -1655389.670933 + Penalty 4586.349461 = -1650803.321472
  nChanged 67
		SP:Iteration 43Q (76018.910000 sec): 3 clusters
  Score: Raw -1655406.583769 + Penalty 4586.349461 = -1650820.234308
  nChanged 64
		SP:Iteration 44Q (76019.100000 sec): 3 clusters
  Score: Raw -1655421.809020 + Penalty 4586.349461 = -1650835.459559
  nChanged 59
		SP:Iteration 45Q (76019.330000 sec): 3 clusters
  Score: Raw -1655435.351067 + Penalty 4586.349461 = -1650849.001605
  nChanged 58
		SP:Iteration 46Q (76019.520000 sec): 3 clusters
  Score: Raw -1655448.384760 + Penalty 4586.349461 = -1650862.035298
  nChanged 63
		SP:Iteration 47Q (76019.780000 sec): 3 clusters
  Score: Raw -1655462.460444 + Penalty 4586.349461 = -1650876.110982
  nChanged 60
		SP:Iteration 48Q (76020.050000 sec): 3 clusters
  Score: Raw -1655477.537731 + Penalty 4586.349461 = -1650891.188270
  nChanged 60
		SP:Iteration 49Q (76020.310000 sec): 3 clusters
  Score: Raw -1655492.037181 + Penalty 4586.349461 = -1650905.687719
  nChanged 55
		SP:Iteration 50Q (76020.500000 sec): 3 clusters
  Score: Raw -1655503.270045 + Penalty 4586.349461 = -1650916.920583
  nChanged 48
		SP:Iteration 51Q (76020.780000 sec): 3 clusters
  Score: Raw -1655512.504005 + Penalty 4586.349461 = -1650926.154544
  nChanged 46
		SP:Iteration 52Q (76020.960000 sec): 3 clusters
  Score: Raw -1655520.747013 + Penalty 4586.349461 = -1650934.397551
  nChanged 42
		SP:Iteration 53Q (76021.140000 sec): 3 clusters
  Score: Raw -1655530.223881 + Penalty 4586.349461 = -1650943.874420
  nChanged 51
		SP:Iteration 54Q (76021.370000 sec): 3 clusters
  Score: Raw -1655541.014456 + Penalty 4586.349461 = -1650954.664995
  nChanged 43
		SP:Iteration 55Q (76021.660000 sec): 3 clusters
  Score: Raw -1655549.513382 + Penalty 4586.349461 = -1650963.163921
  nChanged 32
		SP:Iteration 56Q (76021.900000 sec): 3 clusters
  Score: Raw -1655555.337172 + Penalty 4586.349461 = -1650968.987711
  nChanged 28
		SP:Iteration 57Q (76022.150000 sec): 3 clusters
  Score: Raw -1655561.636764 + Penalty 4586.349461 = -1650975.287303
  nChanged 36
		SP:Iteration 58Q (76022.360000 sec): 3 clusters
  Score: Raw -1655570.540070 + Penalty 4586.349461 = -1650984.190609
  nChanged 42
		SP:Iteration 59Q (76022.640000 sec): 3 clusters
  Score: Raw -1655578.669466 + Penalty 4586.349461 = -1650992.320005
  nChanged 39
		SP:Iteration 60F (76022.900000 sec): 3 clusters
  Score: Raw -1655586.447676 + Penalty 4586.349461 = -1651000.098214
  nChanged 34
		SP:Iteration 61Q (76023.070000 sec): 3 clusters
  Score: Raw -1655593.466554 + Penalty 4586.349461 = -1651007.117092
  nChanged 31
		SP:Iteration 62Q (76023.300000 sec): 3 clusters
  Score: Raw -1655599.108879 + Penalty 4586.349461 = -1651012.759417
  nChanged 22
		SP:Iteration 63Q (76023.540000 sec): 3 clusters
  Score: Raw -1655603.175594 + Penalty 4586.349461 = -1651016.826132
  nChanged 18
		SP:Iteration 64Q (76023.790000 sec): 3 clusters
  Score: Raw -1655606.863587 + Penalty 4586.349461 = -1651020.514125
  nChanged 27
		SP:Iteration 65Q (76024.070000 sec): 3 clusters
  Score: Raw -1655612.934652 + Penalty 4586.349461 = -1651026.585191
  nChanged 26
		SP:Iteration 66Q (76024.290000 sec): 3 clusters
  Score: Raw -1655617.517692 + Penalty 4586.349461 = -1651031.168230
  nChanged 23
		SP:Iteration 67Q (76024.560000 sec): 3 clusters
  Score: Raw -1655621.303907 + Penalty 4586.349461 = -1651034.954445
  nChanged 19
		SP:Iteration 68Q (76024.760000 sec): 3 clusters
  Score: Raw -1655624.029802 + Penalty 4586.349461 = -1651037.680340
  nChanged 13
		SP:Iteration 69Q (76025.010000 sec): 3 clusters
  Score: Raw -1655626.003339 + Penalty 4586.349461 = -1651039.653878
  nChanged 14
		SP:Iteration 70Q (76025.280000 sec): 3 clusters
  Score: Raw -1655628.494633 + Penalty 4586.349461 = -1651042.145172
  nChanged 12
		SP:Iteration 71Q (76025.440000 sec): 3 clusters
  Score: Raw -1655631.003503 + Penalty 4586.349461 = -1651044.654042
  nChanged 17
		SP:Iteration 72Q (76025.680000 sec): 3 clusters
  Score: Raw -1655634.298247 + Penalty 4586.349461 = -1651047.948786
  nChanged 17
		SP:Iteration 73Q (76025.890000 sec): 3 clusters
  Score: Raw -1655636.947389 + Penalty 4586.349461 = -1651050.597927
  nChanged 15
		SP:Iteration 74Q (76026.170000 sec): 3 clusters
  Score: Raw -1655639.424073 + Penalty 4586.349461 = -1651053.074612
  nChanged 17
		SP:Iteration 75Q (76026.390000 sec): 3 clusters
  Score: Raw -1655642.645794 + Penalty 4586.349461 = -1651056.296333
  nChanged 16
		SP:Iteration 76Q (76026.650000 sec): 3 clusters
  Score: Raw -1655645.089292 + Penalty 4586.349461 = -1651058.739831
  nChanged 10
		SP:Iteration 77Q (76026.870000 sec): 3 clusters
  Score: Raw -1655646.818994 + Penalty 4586.349461 = -1651060.469532
  nChanged 9
		SP:Iteration 78Q (76027.090000 sec): 3 clusters
  Score: Raw -1655648.166992 + Penalty 4586.349461 = -1651061.817530
  nChanged 6
		SP:Iteration 79Q (76027.270000 sec): 3 clusters
  Score: Raw -1655648.983158 + Penalty 4586.349461 = -1651062.633696
  nChanged 4
		SP:Iteration 80F (76027.500000 sec): 3 clusters
  Score: Raw -1655649.557723 + Penalty 4586.349461 = -1651063.208262
  nChanged 5
		SP:Iteration 81Q (76027.670000 sec): 3 clusters
  Score: Raw -1655650.222423 + Penalty 4586.349461 = -1651063.872962
  nChanged 5
		SP:Iteration 82Q (76027.910000 sec): 3 clusters
  Score: Raw -1655650.951094 + Penalty 4586.349461 = -1651064.601633
  nChanged 4
		SP:Iteration 83Q (76028.110000 sec): 3 clusters
  Score: Raw -1655651.472985 + Penalty 4586.349461 = -1651065.123523
  nChanged 4
		SP:Iteration 84Q (76028.330000 sec): 3 clusters
  Score: Raw -1655651.963653 + Penalty 4586.349461 = -1651065.614192
  nChanged 1
		SP:Iteration 85Q (76028.520000 sec): 3 clusters
  Score: Raw -1655652.088888 + Penalty 4586.349461 = -1651065.739427
  nChanged 1
		SP:Iteration 86Q (76028.660000 sec): 3 clusters
  Score: Raw -1655652.211582 + Penalty 4586.349461 = -1651065.862120
  nChanged 1
		SP:Iteration 87Q (76028.830000 sec): 3 clusters
  Score: Raw -1655652.389780 + Penalty 4586.349461 = -1651066.040319
  nChanged 2
		SP:Iteration 88Q (76029.060000 sec): 3 clusters
  Score: Raw -1655652.634597 + Penalty 4586.349461 = -1651066.285135
  nChanged 1
		SP:Iteration 89Q (76029.280000 sec): 3 clusters
  Score: Raw -1655652.811183 + Penalty 4586.349461 = -1651066.461721
  nChanged 1
		SP:Iteration 90Q (76029.490000 sec): 3 clusters
  Score: Raw -1655652.918247 + Penalty 4586.349461 = -1651066.568785
  nChanged 2
		SP:Iteration 91Q (76029.720000 sec): 3 clusters
  Score: Raw -1655653.113564 + Penalty 4586.349461 = -1651066.764103
  nChanged 2
		SP:Iteration 92Q (76029.960000 sec): 3 clusters
  Score: Raw -1655653.288198 + Penalty 4586.349461 = -1651066.938737
  nChanged 1
		SP:Iteration 93Q (76030.250000 sec): 3 clusters
  Score: Raw -1655653.440452 + Penalty 4586.349461 = -1651067.090991
  nChanged 1
		SP:Iteration 94Q (76030.430000 sec): 3 clusters
  Score: Raw -1655653.627467 + Penalty 4586.349461 = -1651067.278005
  nChanged 1
		SP:Iteration 95Q (76030.670000 sec): 3 clusters
  Score: Raw -1655653.737862 + Penalty 4586.349461 = -1651067.388400
  nChanged 0
		SP:Iteration 96F (76030.930000 sec): 3 clusters
  Score: Raw -1655653.737862 + Penalty 4586.349461 = -1651067.388400
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76031.010000 sec): 2 clusters
  Score: Raw -17616.062391 + Penalty 1258.643106 = -16357.419285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76031.190000 sec): 3 clusters
  Score: Raw -18010.521508 + Penalty 2517.286212 = -15493.235296
  nChanged 18
		SP:Iteration 1F (76031.350000 sec): 3 clusters
  Score: Raw -18119.594420 + Penalty 2517.286212 = -15602.308208
  nChanged 6
		SP:Iteration 2Q (76031.490000 sec): 3 clusters
  Score: Raw -18138.863652 + Penalty 2517.286212 = -15621.577440
  nChanged 5
		SP:Iteration 3Q (76031.660000 sec): 3 clusters
  Score: Raw -18166.560395 + Penalty 2517.286212 = -15649.274183
  nChanged 2
		SP:Iteration 4Q (76031.790000 sec): 3 clusters
  Score: Raw -18173.562805 + Penalty 2517.286212 = -15656.276592
  nChanged 0
		SP:Iteration 5F (76031.920000 sec): 3 clusters
  Score: Raw -18173.562805 + Penalty 2517.286212 = -15656.276592
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (16986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76032.120000 sec): 2 clusters
  Score: Raw -2451386.817128 + Penalty 2415.555899 = -2448971.261229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76032.380000 sec): 3 clusters
  Score: Raw -2441728.863741 + Penalty 4831.111798 = -2436897.751943
  nChanged 7341
		SP:Iteration 1F (76032.620000 sec): 3 clusters
  Score: Raw -2446077.515178 + Penalty 4831.111798 = -2441246.403380
  nChanged 1249
		SP:Iteration 2F (76032.820000 sec): 3 clusters
  Score: Raw -2446943.600455 + Penalty 4831.111798 = -2442112.488657
  nChanged 1219
		SP:Iteration 3F (76033.090000 sec): 3 clusters
  Score: Raw -2447859.486281 + Penalty 4831.111798 = -2443028.374483
  nChanged 1193
		SP:Iteration 4F (76033.410000 sec): 3 clusters
  Score: Raw -2448742.410654 + Penalty 4831.111798 = -2443911.298856
  nChanged 1128
		SP:Iteration 5F (76033.650000 sec): 3 clusters
  Score: Raw -2449551.655817 + Penalty 4831.111798 = -2444720.544019
  nChanged 954
		SP:Iteration 6F (76033.930000 sec): 3 clusters
  Score: Raw -2450144.283549 + Penalty 4831.111798 = -2445313.171751
  nChanged 783
		SP:Iteration 7Q (76034.210000 sec): 3 clusters
  Score: Raw -2450603.746918 + Penalty 4831.111798 = -2445772.635120
  nChanged 598
		SP:Iteration 8Q (76034.430000 sec): 3 clusters
  Score: Raw -2450916.054684 + Penalty 4831.111798 = -2446084.942886
  nChanged 464
		SP:Iteration 9Q (76034.720000 sec): 3 clusters
  Score: Raw -2451140.120366 + Penalty 4831.111798 = -2446309.008568
  nChanged 383
		SP:Iteration 10Q (76035.000000 sec): 3 clusters
  Score: Raw -2451298.864827 + Penalty 4831.111798 = -2446467.753029
  nChanged 299
		SP:Iteration 11Q (76035.250000 sec): 3 clusters
  Score: Raw -2451407.478513 + Penalty 4831.111798 = -2446576.366715
  nChanged 241
		SP:Iteration 12Q (76035.510000 sec): 3 clusters
  Score: Raw -2451491.615424 + Penalty 4831.111798 = -2446660.503626
  nChanged 222
		SP:Iteration 13Q (76035.790000 sec): 3 clusters
  Score: Raw -2451576.451527 + Penalty 4831.111798 = -2446745.339729
  nChanged 196
		SP:Iteration 14Q (76036.060000 sec): 3 clusters
  Score: Raw -2451647.059317 + Penalty 4831.111798 = -2446815.947518
  nChanged 165
		SP:Iteration 15Q (76036.340000 sec): 3 clusters
  Score: Raw -2451702.600884 + Penalty 4831.111798 = -2446871.489086
  nChanged 174
		SP:Iteration 16Q (76036.650000 sec): 3 clusters
  Score: Raw -2451757.407193 + Penalty 4831.111798 = -2446926.295395
  nChanged 138
		SP:Iteration 17Q (76036.900000 sec): 3 clusters
  Score: Raw -2451798.486643 + Penalty 4831.111798 = -2446967.374845
  nChanged 117
		SP:Iteration 18Q (76037.160000 sec): 3 clusters
  Score: Raw -2451831.573973 + Penalty 4831.111798 = -2447000.462174
  nChanged 101
		SP:Iteration 19Q (76037.420000 sec): 3 clusters
  Score: Raw -2451860.563344 + Penalty 4831.111798 = -2447029.451546
  nChanged 111
		SP:Iteration 20F (76037.690000 sec): 3 clusters
  Score: Raw -2451892.463630 + Penalty 4831.111798 = -2447061.351832
  nChanged 95
		SP:Iteration 21Q (76037.980000 sec): 3 clusters
  Score: Raw -2451914.755363 + Penalty 4831.111798 = -2447083.643565
  nChanged 80
		SP:Iteration 22Q (76038.260000 sec): 3 clusters
  Score: Raw -2451937.782778 + Penalty 4831.111798 = -2447106.670980
  nChanged 75
		SP:Iteration 23Q (76038.560000 sec): 3 clusters
  Score: Raw -2451955.060919 + Penalty 4831.111798 = -2447123.949120
  nChanged 75
		SP:Iteration 24Q (76038.850000 sec): 3 clusters
  Score: Raw -2451972.797852 + Penalty 4831.111798 = -2447141.686054
  nChanged 75
		SP:Iteration 25Q (76039.180000 sec): 3 clusters
  Score: Raw -2451995.051039 + Penalty 4831.111798 = -2447163.939241
  nChanged 79
		SP:Iteration 26Q (76039.440000 sec): 3 clusters
  Score: Raw -2452020.989123 + Penalty 4831.111798 = -2447189.877325
  nChanged 85
		SP:Iteration 27Q (76039.730000 sec): 3 clusters
  Score: Raw -2452049.628888 + Penalty 4831.111798 = -2447218.517090
  nChanged 78
		SP:Iteration 28Q (76040.030000 sec): 3 clusters
  Score: Raw -2452072.354129 + Penalty 4831.111798 = -2447241.242331
  nChanged 68
		SP:Iteration 29Q (76040.320000 sec): 3 clusters
  Score: Raw -2452088.134337 + Penalty 4831.111798 = -2447257.022539
  nChanged 70
		SP:Iteration 30Q (76040.570000 sec): 3 clusters
  Score: Raw -2452106.873426 + Penalty 4831.111798 = -2447275.761627
  nChanged 67
		SP:Iteration 31Q (76040.870000 sec): 3 clusters
  Score: Raw -2452123.205642 + Penalty 4831.111798 = -2447292.093844
  nChanged 55
		SP:Iteration 32Q (76041.110000 sec): 3 clusters
  Score: Raw -2452138.966563 + Penalty 4831.111798 = -2447307.854765
  nChanged 56
		SP:Iteration 33Q (76041.400000 sec): 3 clusters
  Score: Raw -2452157.977039 + Penalty 4831.111798 = -2447326.865241
  nChanged 74
		SP:Iteration 34Q (76041.700000 sec): 3 clusters
  Score: Raw -2452178.149583 + Penalty 4831.111798 = -2447347.037785
  nChanged 51
		SP:Iteration 35Q (76041.970000 sec): 3 clusters
  Score: Raw -2452194.949164 + Penalty 4831.111798 = -2447363.837365
  nChanged 53
		SP:Iteration 36Q (76042.220000 sec): 3 clusters
  Score: Raw -2452208.930418 + Penalty 4831.111798 = -2447377.818619
  nChanged 47
		SP:Iteration 37Q (76042.530000 sec): 3 clusters
  Score: Raw -2452225.765152 + Penalty 4831.111798 = -2447394.653354
  nChanged 49
		SP:Iteration 38Q (76042.760000 sec): 3 clusters
  Score: Raw -2452241.626997 + Penalty 4831.111798 = -2447410.515199
  nChanged 54
		SP:Iteration 39Q (76043.010000 sec): 3 clusters
  Score: Raw -2452261.446831 + Penalty 4831.111798 = -2447430.335033
  nChanged 50
		SP:Iteration 40F (76043.270000 sec): 3 clusters
  Score: Raw -2452278.535406 + Penalty 4831.111798 = -2447447.423608
  nChanged 50
		SP:Iteration 41Q (76043.550000 sec): 3 clusters
  Score: Raw -2452297.508551 + Penalty 4831.111798 = -2447466.396753
  nChanged 59
		SP:Iteration 42Q (76043.830000 sec): 3 clusters
  Score: Raw -2452320.772967 + Penalty 4831.111798 = -2447489.661169
  nChanged 48
		SP:Iteration 43Q (76044.150000 sec): 3 clusters
  Score: Raw -2452337.911684 + Penalty 4831.111798 = -2447506.799885
  nChanged 50
		SP:Iteration 44Q (76044.380000 sec): 3 clusters
  Score: Raw -2452357.068785 + Penalty 4831.111798 = -2447525.956987
  nChanged 54
		SP:Iteration 45Q (76044.670000 sec): 3 clusters
  Score: Raw -2452376.021244 + Penalty 4831.111798 = -2447544.909446
  nChanged 51
		SP:Iteration 46Q (76044.930000 sec): 3 clusters
  Score: Raw -2452391.847859 + Penalty 4831.111798 = -2447560.736060
  nChanged 49
		SP:Iteration 47Q (76045.170000 sec): 3 clusters
  Score: Raw -2452410.202886 + Penalty 4831.111798 = -2447579.091088
  nChanged 48
		SP:Iteration 48Q (76045.460000 sec): 3 clusters
  Score: Raw -2452424.103131 + Penalty 4831.111798 = -2447592.991333
  nChanged 45
		SP:Iteration 49Q (76045.730000 sec): 3 clusters
  Score: Raw -2452436.539021 + Penalty 4831.111798 = -2447605.427223
  nChanged 42
		SP:Iteration 50Q (76046.010000 sec): 3 clusters
  Score: Raw -2452454.532736 + Penalty 4831.111798 = -2447623.420938
  nChanged 50
		SP:Iteration 51Q (76046.280000 sec): 3 clusters
  Score: Raw -2452475.263775 + Penalty 4831.111798 = -2447644.151977
  nChanged 48
		SP:Iteration 52Q (76046.520000 sec): 3 clusters
  Score: Raw -2452495.550470 + Penalty 4831.111798 = -2447664.438672
  nChanged 42
		SP:Iteration 53Q (76046.800000 sec): 3 clusters
  Score: Raw -2452513.046809 + Penalty 4831.111798 = -2447681.935011
  nChanged 34
		SP:Iteration 54Q (76047.090000 sec): 3 clusters
  Score: Raw -2452523.414988 + Penalty 4831.111798 = -2447692.303190
  nChanged 33
		SP:Iteration 55Q (76047.400000 sec): 3 clusters
  Score: Raw -2452536.462601 + Penalty 4831.111798 = -2447705.350803
  nChanged 35
		SP:Iteration 56Q (76047.640000 sec): 3 clusters
  Score: Raw -2452548.548455 + Penalty 4831.111798 = -2447717.436657
  nChanged 36
		SP:Iteration 57Q (76047.910000 sec): 3 clusters
  Score: Raw -2452560.502019 + Penalty 4831.111798 = -2447729.390221
  nChanged 19
		SP:Iteration 58Q (76048.200000 sec): 3 clusters
  Score: Raw -2452567.012173 + Penalty 4831.111798 = -2447735.900374
  nChanged 16
		SP:Iteration 59Q (76048.460000 sec): 3 clusters
  Score: Raw -2452572.726165 + Penalty 4831.111798 = -2447741.614367
  nChanged 17
		SP:Iteration 60F (76048.710000 sec): 3 clusters
  Score: Raw -2452578.940498 + Penalty 4831.111798 = -2447747.828700
  nChanged 15
		SP:Iteration 61Q (76048.950000 sec): 3 clusters
  Score: Raw -2452584.355604 + Penalty 4831.111798 = -2447753.243806
  nChanged 14
		SP:Iteration 62Q (76049.230000 sec): 3 clusters
  Score: Raw -2452588.623388 + Penalty 4831.111798 = -2447757.511590
  nChanged 15
		SP:Iteration 63Q (76049.450000 sec): 3 clusters
  Score: Raw -2452592.771098 + Penalty 4831.111798 = -2447761.659300
  nChanged 10
		SP:Iteration 64Q (76049.700000 sec): 3 clusters
  Score: Raw -2452596.563499 + Penalty 4831.111798 = -2447765.451701
  nChanged 13
		SP:Iteration 65Q (76049.990000 sec): 3 clusters
  Score: Raw -2452601.433538 + Penalty 4831.111798 = -2447770.321739
  nChanged 18
		SP:Iteration 66Q (76050.250000 sec): 3 clusters
  Score: Raw -2452606.898228 + Penalty 4831.111798 = -2447775.786430
  nChanged 16
		SP:Iteration 67Q (76050.500000 sec): 3 clusters
  Score: Raw -2452612.662753 + Penalty 4831.111798 = -2447781.550955
  nChanged 10
		SP:Iteration 68Q (76050.830000 sec): 3 clusters
  Score: Raw -2452616.734960 + Penalty 4831.111798 = -2447785.623162
  nChanged 9
		SP:Iteration 69Q (76051.110000 sec): 3 clusters
  Score: Raw -2452619.931564 + Penalty 4831.111798 = -2447788.819766
  nChanged 10
		SP:Iteration 70Q (76051.390000 sec): 3 clusters
  Score: Raw -2452622.704906 + Penalty 4831.111798 = -2447791.593107
  nChanged 5
		SP:Iteration 71Q (76051.650000 sec): 3 clusters
  Score: Raw -2452625.098193 + Penalty 4831.111798 = -2447793.986395
  nChanged 8
		SP:Iteration 72Q (76051.900000 sec): 3 clusters
  Score: Raw -2452626.763835 + Penalty 4831.111798 = -2447795.652037
  nChanged 2
		SP:Iteration 73Q (76052.140000 sec): 3 clusters
  Score: Raw -2452627.661411 + Penalty 4831.111798 = -2447796.549613
  nChanged 4
		SP:Iteration 74Q (76052.330000 sec): 3 clusters
  Score: Raw -2452628.846321 + Penalty 4831.111798 = -2447797.734522
  nChanged 4
		SP:Iteration 75Q (76052.590000 sec): 3 clusters
  Score: Raw -2452630.020542 + Penalty 4831.111798 = -2447798.908744
  nChanged 4
		SP:Iteration 76Q (76052.850000 sec): 3 clusters
  Score: Raw -2452631.089030 + Penalty 4831.111798 = -2447799.977232
  nChanged 2
		SP:Iteration 77Q (76053.110000 sec): 3 clusters
  Score: Raw -2452631.424580 + Penalty 4831.111798 = -2447800.312782
  nChanged 1
		SP:Iteration 78Q (76053.330000 sec): 3 clusters
  Score: Raw -2452631.908030 + Penalty 4831.111798 = -2447800.796232
  nChanged 4
		SP:Iteration 79Q (76053.590000 sec): 3 clusters
  Score: Raw -2452632.741854 + Penalty 4831.111798 = -2447801.630056
  nChanged 3
		SP:Iteration 80F (76053.870000 sec): 3 clusters
  Score: Raw -2452633.449308 + Penalty 4831.111798 = -2447802.337510
  nChanged 2
		SP:Iteration 81Q (76054.160000 sec): 3 clusters
  Score: Raw -2452633.816274 + Penalty 4831.111798 = -2447802.704476
  nChanged 2
		SP:Iteration 82Q (76054.410000 sec): 3 clusters
  Score: Raw -2452634.449541 + Penalty 4831.111798 = -2447803.337743
  nChanged 1
		SP:Iteration 83Q (76054.640000 sec): 3 clusters
  Score: Raw -2452634.595590 + Penalty 4831.111798 = -2447803.483792
  nChanged 0
		SP:Iteration 84F (76054.890000 sec): 3 clusters
  Score: Raw -2452634.595590 + Penalty 4831.111798 = -2447803.483792
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (114478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76055.600000 sec): 2 clusters
  Score: Raw -17323706.912396 + Penalty 2888.738210 = -17320818.174186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76056.550000 sec): 3 clusters
  Score: Raw -17250040.945971 + Penalty 5777.476420 = -17244263.469551
  nChanged 54092
		SP:Iteration 1F (76057.410000 sec): 3 clusters
  Score: Raw -17281564.706188 + Penalty 5777.476420 = -17275787.229768
  nChanged 4192
		SP:Iteration 2Q (76058.410000 sec): 3 clusters
  Score: Raw -17282900.798033 + Penalty 5777.476420 = -17277123.321612
  nChanged 4675
		SP:Iteration 3Q (76059.330000 sec): 3 clusters
  Score: Raw -17284696.874307 + Penalty 5777.476420 = -17278919.397887
  nChanged 5349
		SP:Iteration 4Q (76060.250000 sec): 3 clusters
  Score: Raw -17287176.582926 + Penalty 5777.476420 = -17281399.106505
  nChanged 6247
		SP:Iteration 5F (76061.090000 sec): 3 clusters
  Score: Raw -17290745.741346 + Penalty 5777.476420 = -17284968.264926
  nChanged 7223
		SP:Iteration 6F (76061.920000 sec): 3 clusters
  Score: Raw -17295588.722218 + Penalty 5777.476420 = -17289811.245798
  nChanged 7977
		SP:Iteration 7F (76062.860000 sec): 3 clusters
  Score: Raw -17301662.857474 + Penalty 5777.476420 = -17295885.381054
  nChanged 7784
		SP:Iteration 8F (76063.780000 sec): 3 clusters
  Score: Raw -17308023.210430 + Penalty 5777.476420 = -17302245.734009
  nChanged 6860
		SP:Iteration 9F (76064.700000 sec): 3 clusters
  Score: Raw -17313768.550273 + Penalty 5777.476420 = -17307991.073853
  nChanged 5245
		SP:Iteration 10Q (76065.660000 sec): 3 clusters
  Score: Raw -17318151.645621 + Penalty 5777.476420 = -17312374.169201
  nChanged 3454
		SP:Iteration 11Q (76066.550000 sec): 3 clusters
  Score: Raw -17320896.026667 + Penalty 5777.476420 = -17315118.550247
  nChanged 2067
		SP:Iteration 12Q (76067.320000 sec): 3 clusters
  Score: Raw -17322480.682171 + Penalty 5777.476420 = -17316703.205751
  nChanged 1116
		SP:Iteration 13Q (76068.100000 sec): 3 clusters
  Score: Raw -17323260.443016 + Penalty 5777.476420 = -17317482.966596
  nChanged 616
		SP:Iteration 14Q (76068.860000 sec): 3 clusters
  Score: Raw -17323695.383923 + Penalty 5777.476420 = -17317917.907503
  nChanged 366
		SP:Iteration 15Q (76069.620000 sec): 3 clusters
  Score: Raw -17323969.907106 + Penalty 5777.476420 = -17318192.430685
  nChanged 263
		SP:Iteration 16Q (76070.560000 sec): 3 clusters
  Score: Raw -17324174.972154 + Penalty 5777.476420 = -17318397.495734
  nChanged 180
		SP:Iteration 17Q (76071.530000 sec): 3 clusters
  Score: Raw -17324322.962504 + Penalty 5777.476420 = -17318545.486084
  nChanged 148
		SP:Iteration 18Q (76072.540000 sec): 3 clusters
  Score: Raw -17324432.121536 + Penalty 5777.476420 = -17318654.645116
  nChanged 101
		SP:Iteration 19Q (76073.540000 sec): 3 clusters
  Score: Raw -17324507.851290 + Penalty 5777.476420 = -17318730.374869
  nChanged 84
		SP:Iteration 20F (76074.640000 sec): 3 clusters
  Score: Raw -17324567.571253 + Penalty 5777.476420 = -17318790.094833
  nChanged 59
		SP:Iteration 21Q (76075.620000 sec): 3 clusters
  Score: Raw -17324608.369313 + Penalty 5777.476420 = -17318830.892893
  nChanged 60
		SP:Iteration 22Q (76076.600000 sec): 3 clusters
  Score: Raw -17324648.596070 + Penalty 5777.476420 = -17318871.119649
  nChanged 48
		SP:Iteration 23Q (76077.620000 sec): 3 clusters
  Score: Raw -17324683.977148 + Penalty 5777.476420 = -17318906.500728
  nChanged 47
		SP:Iteration 24Q (76078.650000 sec): 3 clusters
  Score: Raw -17324715.062595 + Penalty 5777.476420 = -17318937.586175
  nChanged 54
		SP:Iteration 25Q (76079.680000 sec): 3 clusters
  Score: Raw -17324757.638375 + Penalty 5777.476420 = -17318980.161955
  nChanged 43
		SP:Iteration 26Q (76080.700000 sec): 3 clusters
  Score: Raw -17324786.762228 + Penalty 5777.476420 = -17319009.285808
  nChanged 32
		SP:Iteration 27Q (76081.770000 sec): 3 clusters
  Score: Raw -17324810.635024 + Penalty 5777.476420 = -17319033.158604
  nChanged 31
		SP:Iteration 28Q (76082.700000 sec): 3 clusters
  Score: Raw -17324837.112665 + Penalty 5777.476420 = -17319059.636245
  nChanged 26
		SP:Iteration 29Q (76083.650000 sec): 3 clusters
  Score: Raw -17324856.814397 + Penalty 5777.476420 = -17319079.337977
  nChanged 27
		SP:Iteration 30Q (76084.560000 sec): 3 clusters
  Score: Raw -17324872.436033 + Penalty 5777.476420 = -17319094.959613
  nChanged 21
		SP:Iteration 31Q (76085.410000 sec): 3 clusters
  Score: Raw -17324881.882165 + Penalty 5777.476420 = -17319104.405745
  nChanged 13
		SP:Iteration 32Q (76086.260000 sec): 3 clusters
  Score: Raw -17324890.662147 + Penalty 5777.476420 = -17319113.185727
  nChanged 20
		SP:Iteration 33Q (76087.210000 sec): 3 clusters
  Score: Raw -17324903.818667 + Penalty 5777.476420 = -17319126.342247
  nChanged 18
		SP:Iteration 34Q (76088.150000 sec): 3 clusters
  Score: Raw -17324914.576751 + Penalty 5777.476420 = -17319137.100330
  nChanged 20
		SP:Iteration 35Q (76089.070000 sec): 3 clusters
  Score: Raw -17324924.131138 + Penalty 5777.476420 = -17319146.654718
  nChanged 11
		SP:Iteration 36Q (76090.110000 sec): 3 clusters
  Score: Raw -17324930.683240 + Penalty 5777.476420 = -17319153.206819
  nChanged 20
		SP:Iteration 37Q (76091.040000 sec): 3 clusters
  Score: Raw -17324942.790656 + Penalty 5777.476420 = -17319165.314236
  nChanged 17
		SP:Iteration 38Q (76091.950000 sec): 3 clusters
  Score: Raw -17324952.555173 + Penalty 5777.476420 = -17319175.078753
  nChanged 18
		SP:Iteration 39Q (76092.920000 sec): 3 clusters
  Score: Raw -17324962.438558 + Penalty 5777.476420 = -17319184.962138
  nChanged 21
		SP:Iteration 40F (76093.940000 sec): 3 clusters
  Score: Raw -17324974.524868 + Penalty 5777.476420 = -17319197.048448
  nChanged 21
		SP:Iteration 41Q (76094.890000 sec): 3 clusters
  Score: Raw -17324987.854452 + Penalty 5777.476420 = -17319210.378032
  nChanged 25
		SP:Iteration 42Q (76095.800000 sec): 3 clusters
  Score: Raw -17325002.966213 + Penalty 5777.476420 = -17319225.489793
  nChanged 26
		SP:Iteration 43Q (76096.690000 sec): 3 clusters
  Score: Raw -17325016.803476 + Penalty 5777.476420 = -17319239.327056
  nChanged 18
		SP:Iteration 44Q (76097.540000 sec): 3 clusters
  Score: Raw -17325025.931771 + Penalty 5777.476420 = -17319248.455351
  nChanged 14
		SP:Iteration 45Q (76098.480000 sec): 3 clusters
  Score: Raw -17325032.146210 + Penalty 5777.476420 = -17319254.669790
  nChanged 13
		SP:Iteration 46Q (76099.390000 sec): 3 clusters
  Score: Raw -17325036.913244 + Penalty 5777.476420 = -17319259.436824
  nChanged 6
		SP:Iteration 47Q (76100.300000 sec): 3 clusters
  Score: Raw -17325039.411781 + Penalty 5777.476420 = -17319261.935361
  nChanged 5
		SP:Iteration 48Q (76101.220000 sec): 3 clusters
  Score: Raw -17325041.817903 + Penalty 5777.476420 = -17319264.341483
  nChanged 5
		SP:Iteration 49Q (76102.190000 sec): 3 clusters
  Score: Raw -17325044.259124 + Penalty 5777.476420 = -17319266.782703
  nChanged 8
		SP:Iteration 50Q (76103.100000 sec): 3 clusters
  Score: Raw -17325048.680986 + Penalty 5777.476420 = -17319271.204566
  nChanged 9
		SP:Iteration 51Q (76103.920000 sec): 3 clusters
  Score: Raw -17325053.454479 + Penalty 5777.476420 = -17319275.978059
  nChanged 7
		SP:Iteration 52Q (76104.810000 sec): 3 clusters
  Score: Raw -17325056.922833 + Penalty 5777.476420 = -17319279.446413
  nChanged 6
		SP:Iteration 53Q (76105.760000 sec): 3 clusters
  Score: Raw -17325059.564942 + Penalty 5777.476420 = -17319282.088522
  nChanged 7
		SP:Iteration 54Q (76106.750000 sec): 3 clusters
  Score: Raw -17325064.107005 + Penalty 5777.476420 = -17319286.630585
  nChanged 16
		SP:Iteration 55Q (76107.740000 sec): 3 clusters
  Score: Raw -17325071.362877 + Penalty 5777.476420 = -17319293.886457
  nChanged 13
		SP:Iteration 56Q (76108.620000 sec): 3 clusters
  Score: Raw -17325076.386542 + Penalty 5777.476420 = -17319298.910122
  nChanged 10
		SP:Iteration 57Q (76109.560000 sec): 3 clusters
  Score: Raw -17325080.835201 + Penalty 5777.476420 = -17319303.358781
  nChanged 3
		SP:Iteration 58Q (76110.340000 sec): 3 clusters
  Score: Raw -17325082.113814 + Penalty 5777.476420 = -17319304.637394
  nChanged 5
		SP:Iteration 59Q (76111.280000 sec): 3 clusters
  Score: Raw -17325084.006131 + Penalty 5777.476420 = -17319306.529711
  nChanged 3
		SP:Iteration 60F (76112.170000 sec): 3 clusters
  Score: Raw -17325084.980815 + Penalty 5777.476420 = -17319307.504395
  nChanged 2
		SP:Iteration 61Q (76113.060000 sec): 3 clusters
  Score: Raw -17325085.788818 + Penalty 5777.476420 = -17319308.312398
  nChanged 4
		SP:Iteration 62Q (76113.920000 sec): 3 clusters
  Score: Raw -17325087.798991 + Penalty 5777.476420 = -17319310.322570
  nChanged 2
		SP:Iteration 63Q (76114.860000 sec): 3 clusters
  Score: Raw -17325088.760884 + Penalty 5777.476420 = -17319311.284464
  nChanged 5
		SP:Iteration 64Q (76115.670000 sec): 3 clusters
  Score: Raw -17325090.770580 + Penalty 5777.476420 = -17319313.294160
  nChanged 4
		SP:Iteration 65Q (76116.570000 sec): 3 clusters
  Score: Raw -17325092.433713 + Penalty 5777.476420 = -17319314.957293
  nChanged 0
		SP:Iteration 66F (76117.570000 sec): 3 clusters
  Score: Raw -17325092.433713 + Penalty 5777.476420 = -17319314.957293
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (5952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76117.740000 sec): 2 clusters
  Score: Raw -846058.797389 + Penalty 2155.487679 = -843903.309710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76117.980000 sec): 3 clusters
  Score: Raw -843060.203731 + Penalty 4310.975358 = -838749.228373
  nChanged 2371
		SP:Iteration 1F (76118.150000 sec): 3 clusters
  Score: Raw -844598.195175 + Penalty 4310.975358 = -840287.219817
  nChanged 565
		SP:Iteration 2F (76118.340000 sec): 3 clusters
  Score: Raw -845119.839472 + Penalty 4310.975358 = -840808.864115
  nChanged 466
		SP:Iteration 3F (76118.500000 sec): 3 clusters
  Score: Raw -845557.832778 + Penalty 4310.975358 = -841246.857420
  nChanged 377
		SP:Iteration 4F (76118.730000 sec): 3 clusters
  Score: Raw -845941.749491 + Penalty 4310.975358 = -841630.774133
  nChanged 350
		SP:Iteration 5F (76118.960000 sec): 3 clusters
  Score: Raw -846249.840893 + Penalty 4310.975358 = -841938.865535
  nChanged 262
		SP:Iteration 6Q (76119.160000 sec): 3 clusters
  Score: Raw -846453.512298 + Penalty 4310.975358 = -842142.536940
  nChanged 203
		SP:Iteration 7Q (76119.420000 sec): 3 clusters
  Score: Raw -846640.648830 + Penalty 4310.975358 = -842329.673472
  nChanged 157
		SP:Iteration 8Q (76119.570000 sec): 3 clusters
  Score: Raw -846774.438905 + Penalty 4310.975358 = -842463.463548
  nChanged 145
		SP:Iteration 9Q (76119.780000 sec): 3 clusters
  Score: Raw -846866.659545 + Penalty 4310.975358 = -842555.684187
  nChanged 120
		SP:Iteration 10Q (76119.970000 sec): 3 clusters
  Score: Raw -846928.472580 + Penalty 4310.975358 = -842617.497222
  nChanged 95
		SP:Iteration 11Q (76120.240000 sec): 3 clusters
  Score: Raw -846983.208412 + Penalty 4310.975358 = -842672.233054
  nChanged 86
		SP:Iteration 12Q (76120.440000 sec): 3 clusters
  Score: Raw -847027.508397 + Penalty 4310.975358 = -842716.533039
  nChanged 94
		SP:Iteration 13Q (76120.600000 sec): 3 clusters
  Score: Raw -847075.926066 + Penalty 4310.975358 = -842764.950708
  nChanged 83
		SP:Iteration 14Q (76120.810000 sec): 3 clusters
  Score: Raw -847111.487493 + Penalty 4310.975358 = -842800.512135
  nChanged 69
		SP:Iteration 15Q (76120.920000 sec): 3 clusters
  Score: Raw -847146.593043 + Penalty 4310.975358 = -842835.617685
  nChanged 74
		SP:Iteration 16Q (76121.160000 sec): 3 clusters
  Score: Raw -847177.239076 + Penalty 4310.975358 = -842866.263718
  nChanged 69
		SP:Iteration 17Q (76121.320000 sec): 3 clusters
  Score: Raw -847203.196257 + Penalty 4310.975358 = -842892.220899
  nChanged 47
		SP:Iteration 18Q (76121.580000 sec): 3 clusters
  Score: Raw -847220.498257 + Penalty 4310.975358 = -842909.522899
  nChanged 35
		SP:Iteration 19Q (76121.840000 sec): 3 clusters
  Score: Raw -847231.872727 + Penalty 4310.975358 = -842920.897369
  nChanged 25
		SP:Iteration 20F (76122.060000 sec): 3 clusters
  Score: Raw -847239.369088 + Penalty 4310.975358 = -842928.393730
  nChanged 28
		SP:Iteration 21Q (76122.240000 sec): 3 clusters
  Score: Raw -847248.872707 + Penalty 4310.975358 = -842937.897349
  nChanged 32
		SP:Iteration 22Q (76122.420000 sec): 3 clusters
  Score: Raw -847259.311310 + Penalty 4310.975358 = -842948.335952
  nChanged 29
		SP:Iteration 23Q (76122.670000 sec): 3 clusters
  Score: Raw -847271.022643 + Penalty 4310.975358 = -842960.047285
  nChanged 26
		SP:Iteration 24Q (76122.920000 sec): 3 clusters
  Score: Raw -847279.750087 + Penalty 4310.975358 = -842968.774729
  nChanged 26
		SP:Iteration 25Q (76123.160000 sec): 3 clusters
  Score: Raw -847286.387824 + Penalty 4310.975358 = -842975.412466
  nChanged 20
		SP:Iteration 26Q (76123.380000 sec): 3 clusters
  Score: Raw -847292.651117 + Penalty 4310.975358 = -842981.675759
  nChanged 16
		SP:Iteration 27Q (76123.610000 sec): 3 clusters
  Score: Raw -847297.112827 + Penalty 4310.975358 = -842986.137469
  nChanged 13
		SP:Iteration 28Q (76123.860000 sec): 3 clusters
  Score: Raw -847301.255310 + Penalty 4310.975358 = -842990.279952
  nChanged 15
		SP:Iteration 29Q (76124.060000 sec): 3 clusters
  Score: Raw -847305.513971 + Penalty 4310.975358 = -842994.538613
  nChanged 16
		SP:Iteration 30Q (76124.280000 sec): 3 clusters
  Score: Raw -847309.760972 + Penalty 4310.975358 = -842998.785614
  nChanged 14
		SP:Iteration 31Q (76124.490000 sec): 3 clusters
  Score: Raw -847313.668535 + Penalty 4310.975358 = -843002.693177
  nChanged 11
		SP:Iteration 32Q (76124.740000 sec): 3 clusters
  Score: Raw -847317.022580 + Penalty 4310.975358 = -843006.047223
  nChanged 13
		SP:Iteration 33Q (76124.930000 sec): 3 clusters
  Score: Raw -847321.072638 + Penalty 4310.975358 = -843010.097280
  nChanged 14
		SP:Iteration 34Q (76125.160000 sec): 3 clusters
  Score: Raw -847323.759080 + Penalty 4310.975358 = -843012.783722
  nChanged 7
		SP:Iteration 35Q (76125.420000 sec): 3 clusters
  Score: Raw -847325.233305 + Penalty 4310.975358 = -843014.257947
  nChanged 6
		SP:Iteration 36Q (76125.620000 sec): 3 clusters
  Score: Raw -847327.887977 + Penalty 4310.975358 = -843016.912619
  nChanged 7
		SP:Iteration 37Q (76125.900000 sec): 3 clusters
  Score: Raw -847329.446218 + Penalty 4310.975358 = -843018.470860
  nChanged 7
		SP:Iteration 38Q (76126.130000 sec): 3 clusters
  Score: Raw -847331.863532 + Penalty 4310.975358 = -843020.888175
  nChanged 13
		SP:Iteration 39Q (76126.350000 sec): 3 clusters
  Score: Raw -847335.726763 + Penalty 4310.975358 = -843024.751405
  nChanged 14
		SP:Iteration 40F (76126.520000 sec): 3 clusters
  Score: Raw -847338.675807 + Penalty 4310.975358 = -843027.700449
  nChanged 10
		SP:Iteration 41Q (76126.750000 sec): 3 clusters
  Score: Raw -847340.664049 + Penalty 4310.975358 = -843029.688691
  nChanged 5
		SP:Iteration 42Q (76126.950000 sec): 3 clusters
  Score: Raw -847341.568594 + Penalty 4310.975358 = -843030.593236
  nChanged 3
		SP:Iteration 43Q (76127.230000 sec): 3 clusters
  Score: Raw -847342.315390 + Penalty 4310.975358 = -843031.340032
  nChanged 4
		SP:Iteration 44Q (76127.460000 sec): 3 clusters
  Score: Raw -847342.956964 + Penalty 4310.975358 = -843031.981606
  nChanged 3
		SP:Iteration 45Q (76127.660000 sec): 3 clusters
  Score: Raw -847343.353844 + Penalty 4310.975358 = -843032.378486
  nChanged 0
		SP:Iteration 46F (76127.950000 sec): 3 clusters
  Score: Raw -847343.353844 + Penalty 4310.975358 = -843032.378486
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (39096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76128.240000 sec): 2 clusters
  Score: Raw -5959745.523150 + Penalty 2622.296309 = -5957123.226842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76128.670000 sec): 3 clusters
  Score: Raw -5935785.029633 + Penalty 5244.592618 = -5930540.437016
  nChanged 17918
		SP:Iteration 1F (76129.110000 sec): 3 clusters
  Score: Raw -5945962.251457 + Penalty 5244.592618 = -5940717.658840
  nChanged 2140
		SP:Iteration 2F (76129.580000 sec): 3 clusters
  Score: Raw -5946932.980272 + Penalty 5244.592618 = -5941688.387655
  nChanged 2181
		SP:Iteration 3F (76129.960000 sec): 3 clusters
  Score: Raw -5948040.898357 + Penalty 5244.592618 = -5942796.305739
  nChanged 2169
		SP:Iteration 4F (76130.400000 sec): 3 clusters
  Score: Raw -5949145.851945 + Penalty 5244.592618 = -5943901.259327
  nChanged 2127
		SP:Iteration 5F (76130.780000 sec): 3 clusters
  Score: Raw -5950205.158511 + Penalty 5244.592618 = -5944960.565893
  nChanged 2012
		SP:Iteration 6F (76131.200000 sec): 3 clusters
  Score: Raw -5951090.655375 + Penalty 5244.592618 = -5945846.062757
  nChanged 1748
		SP:Iteration 7Q (76131.640000 sec): 3 clusters
  Score: Raw -5951778.841953 + Penalty 5244.592618 = -5946534.249335
  nChanged 1490
		SP:Iteration 8Q (76132.080000 sec): 3 clusters
  Score: Raw -5952330.961349 + Penalty 5244.592618 = -5947086.368731
  nChanged 1296
		SP:Iteration 9Q (76132.520000 sec): 3 clusters
  Score: Raw -5952769.077084 + Penalty 5244.592618 = -5947524.484466
  nChanged 1120
		SP:Iteration 10Q (76133.000000 sec): 3 clusters
  Score: Raw -5953142.945175 + Penalty 5244.592618 = -5947898.352557
  nChanged 998
		SP:Iteration 11Q (76133.430000 sec): 3 clusters
  Score: Raw -5953505.589934 + Penalty 5244.592618 = -5948260.997316
  nChanged 1020
		SP:Iteration 12Q (76133.980000 sec): 3 clusters
  Score: Raw -5953893.973194 + Penalty 5244.592618 = -5948649.380576
  nChanged 970
		SP:Iteration 13Q (76134.480000 sec): 3 clusters
  Score: Raw -5954275.123129 + Penalty 5244.592618 = -5949030.530512
  nChanged 971
		SP:Iteration 14Q (76134.940000 sec): 3 clusters
  Score: Raw -5954687.399940 + Penalty 5244.592618 = -5949442.807322
  nChanged 966
		SP:Iteration 15Q (76135.360000 sec): 3 clusters
  Score: Raw -5955127.413542 + Penalty 5244.592618 = -5949882.820925
  nChanged 982
		SP:Iteration 16Q (76135.860000 sec): 3 clusters
  Score: Raw -5955600.502982 + Penalty 5244.592618 = -5950355.910364
  nChanged 932
		SP:Iteration 17Q (76136.270000 sec): 3 clusters
  Score: Raw -5956022.485467 + Penalty 5244.592618 = -5950777.892849
  nChanged 854
		SP:Iteration 18Q (76136.720000 sec): 3 clusters
  Score: Raw -5956384.995000 + Penalty 5244.592618 = -5951140.402382
  nChanged 809
		SP:Iteration 19Q (76137.250000 sec): 3 clusters
  Score: Raw -5956727.348530 + Penalty 5244.592618 = -5951482.755912
  nChanged 728
		SP:Iteration 20F (76137.660000 sec): 3 clusters
  Score: Raw -5957026.849533 + Penalty 5244.592618 = -5951782.256915
  nChanged 678
		SP:Iteration 21Q (76138.190000 sec): 3 clusters
  Score: Raw -5957308.586321 + Penalty 5244.592618 = -5952063.993704
  nChanged 670
		SP:Iteration 22Q (76138.590000 sec): 3 clusters
  Score: Raw -5957595.546014 + Penalty 5244.592618 = -5952350.953396
  nChanged 654
		SP:Iteration 23Q (76139.050000 sec): 3 clusters
  Score: Raw -5957898.293475 + Penalty 5244.592618 = -5952653.700857
  nChanged 629
		SP:Iteration 24Q (76139.480000 sec): 3 clusters
  Score: Raw -5958198.875511 + Penalty 5244.592618 = -5952954.282894
  nChanged 588
		SP:Iteration 25Q (76139.940000 sec): 3 clusters
  Score: Raw -5958484.823204 + Penalty 5244.592618 = -5953240.230587
  nChanged 566
		SP:Iteration 26Q (76140.390000 sec): 3 clusters
  Score: Raw -5958757.271849 + Penalty 5244.592618 = -5953512.679231
  nChanged 508
		SP:Iteration 27Q (76140.800000 sec): 3 clusters
  Score: Raw -5959022.269727 + Penalty 5244.592618 = -5953777.677109
  nChanged 462
		SP:Iteration 28Q (76141.300000 sec): 3 clusters
  Score: Raw -5959272.957965 + Penalty 5244.592618 = -5954028.365348
  nChanged 464
		SP:Iteration 29Q (76141.710000 sec): 3 clusters
  Score: Raw -5959529.333234 + Penalty 5244.592618 = -5954284.740616
  nChanged 394
		SP:Iteration 30Q (76142.240000 sec): 3 clusters
  Score: Raw -5959738.454064 + Penalty 5244.592618 = -5954493.861446
  nChanged 350
		SP:Iteration 31Q (76142.680000 sec): 3 clusters
  Score: Raw -5959919.504947 + Penalty 5244.592618 = -5954674.912329
  nChanged 297
		SP:Iteration 32Q (76143.120000 sec): 3 clusters
  Score: Raw -5960064.025000 + Penalty 5244.592618 = -5954819.432383
  nChanged 254
		SP:Iteration 33Q (76143.600000 sec): 3 clusters
  Score: Raw -5960181.967419 + Penalty 5244.592618 = -5954937.374801
  nChanged 234
		SP:Iteration 34Q (76143.990000 sec): 3 clusters
  Score: Raw -5960291.055701 + Penalty 5244.592618 = -5955046.463084
  nChanged 195
		SP:Iteration 35Q (76144.470000 sec): 3 clusters
  Score: Raw -5960387.108486 + Penalty 5244.592618 = -5955142.515868
  nChanged 185
		SP:Iteration 36Q (76144.860000 sec): 3 clusters
  Score: Raw -5960475.095856 + Penalty 5244.592618 = -5955230.503238
  nChanged 140
		SP:Iteration 37Q (76145.380000 sec): 3 clusters
  Score: Raw -5960532.221439 + Penalty 5244.592618 = -5955287.628821
  nChanged 102
		SP:Iteration 38Q (76145.830000 sec): 3 clusters
  Score: Raw -5960571.641424 + Penalty 5244.592618 = -5955327.048806
  nChanged 87
		SP:Iteration 39Q (76146.300000 sec): 3 clusters
  Score: Raw -5960611.380906 + Penalty 5244.592618 = -5955366.788288
  nChanged 75
		SP:Iteration 40F (76146.800000 sec): 3 clusters
  Score: Raw -5960639.237922 + Penalty 5244.592618 = -5955394.645305
  nChanged 62
		SP:Iteration 41Q (76147.270000 sec): 3 clusters
  Score: Raw -5960658.878255 + Penalty 5244.592618 = -5955414.285637
  nChanged 47
		SP:Iteration 42Q (76147.700000 sec): 3 clusters
  Score: Raw -5960677.038268 + Penalty 5244.592618 = -5955432.445650
  nChanged 46
		SP:Iteration 43Q (76148.120000 sec): 3 clusters
  Score: Raw -5960695.328458 + Penalty 5244.592618 = -5955450.735841
  nChanged 38
		SP:Iteration 44Q (76148.590000 sec): 3 clusters
  Score: Raw -5960710.230226 + Penalty 5244.592618 = -5955465.637609
  nChanged 35
		SP:Iteration 45Q (76149.030000 sec): 3 clusters
  Score: Raw -5960720.958748 + Penalty 5244.592618 = -5955476.366130
  nChanged 27
		SP:Iteration 46Q (76149.510000 sec): 3 clusters
  Score: Raw -5960730.341965 + Penalty 5244.592618 = -5955485.749347
  nChanged 26
		SP:Iteration 47Q (76149.930000 sec): 3 clusters
  Score: Raw -5960740.383121 + Penalty 5244.592618 = -5955495.790504
  nChanged 28
		SP:Iteration 48Q (76150.440000 sec): 3 clusters
  Score: Raw -5960750.108421 + Penalty 5244.592618 = -5955505.515803
  nChanged 18
		SP:Iteration 49Q (76150.920000 sec): 3 clusters
  Score: Raw -5960756.751040 + Penalty 5244.592618 = -5955512.158422
  nChanged 14
		SP:Iteration 50Q (76151.400000 sec): 3 clusters
  Score: Raw -5960760.551819 + Penalty 5244.592618 = -5955515.959202
  nChanged 11
		SP:Iteration 51Q (76151.790000 sec): 3 clusters
  Score: Raw -5960764.032502 + Penalty 5244.592618 = -5955519.439884
  nChanged 9
		SP:Iteration 52Q (76152.290000 sec): 3 clusters
  Score: Raw -5960765.693196 + Penalty 5244.592618 = -5955521.100578
  nChanged 6
		SP:Iteration 53Q (76152.700000 sec): 3 clusters
  Score: Raw -5960767.265849 + Penalty 5244.592618 = -5955522.673232
  nChanged 10
		SP:Iteration 54Q (76153.100000 sec): 3 clusters
  Score: Raw -5960769.682732 + Penalty 5244.592618 = -5955525.090114
  nChanged 9
		SP:Iteration 55Q (76153.510000 sec): 3 clusters
  Score: Raw -5960772.728279 + Penalty 5244.592618 = -5955528.135661
  nChanged 9
		SP:Iteration 56Q (76153.930000 sec): 3 clusters
  Score: Raw -5960775.871003 + Penalty 5244.592618 = -5955531.278385
  nChanged 11
		SP:Iteration 57Q (76154.390000 sec): 3 clusters
  Score: Raw -5960778.504074 + Penalty 5244.592618 = -5955533.911457
  nChanged 7
		SP:Iteration 58Q (76154.870000 sec): 3 clusters
  Score: Raw -5960780.839415 + Penalty 5244.592618 = -5955536.246798
  nChanged 9
		SP:Iteration 59Q (76155.290000 sec): 3 clusters
  Score: Raw -5960783.807162 + Penalty 5244.592618 = -5955539.214544
  nChanged 13
		SP:Iteration 60F (76155.710000 sec): 3 clusters
  Score: Raw -5960787.661914 + Penalty 5244.592618 = -5955543.069296
  nChanged 6
		SP:Iteration 61Q (76156.210000 sec): 3 clusters
  Score: Raw -5960789.260159 + Penalty 5244.592618 = -5955544.667542
  nChanged 6
		SP:Iteration 62Q (76156.630000 sec): 3 clusters
  Score: Raw -5960790.846886 + Penalty 5244.592618 = -5955546.254268
  nChanged 7
		SP:Iteration 63Q (76157.060000 sec): 3 clusters
  Score: Raw -5960793.046481 + Penalty 5244.592618 = -5955548.453863
  nChanged 11
		SP:Iteration 64Q (76157.500000 sec): 3 clusters
  Score: Raw -5960796.698315 + Penalty 5244.592618 = -5955552.105697
  nChanged 12
		SP:Iteration 65Q (76157.940000 sec): 3 clusters
  Score: Raw -5960801.279344 + Penalty 5244.592618 = -5955556.686726
  nChanged 15
		SP:Iteration 66Q (76158.370000 sec): 3 clusters
  Score: Raw -5960805.023478 + Penalty 5244.592618 = -5955560.430861
  nChanged 6
		SP:Iteration 67Q (76158.790000 sec): 3 clusters
  Score: Raw -5960806.641264 + Penalty 5244.592618 = -5955562.048646
  nChanged 7
		SP:Iteration 68Q (76159.230000 sec): 3 clusters
  Score: Raw -5960808.298983 + Penalty 5244.592618 = -5955563.706365
  nChanged 10
		SP:Iteration 69Q (76159.630000 sec): 3 clusters
  Score: Raw -5960811.367515 + Penalty 5244.592618 = -5955566.774898
  nChanged 10
		SP:Iteration 70Q (76160.090000 sec): 3 clusters
  Score: Raw -5960814.039914 + Penalty 5244.592618 = -5955569.447296
  nChanged 12
		SP:Iteration 71Q (76160.570000 sec): 3 clusters
  Score: Raw -5960817.655477 + Penalty 5244.592618 = -5955573.062859
  nChanged 18
		SP:Iteration 72Q (76161.030000 sec): 3 clusters
  Score: Raw -5960822.785832 + Penalty 5244.592618 = -5955578.193214
  nChanged 10
		SP:Iteration 73Q (76161.520000 sec): 3 clusters
  Score: Raw -5960826.051498 + Penalty 5244.592618 = -5955581.458880
  nChanged 12
		SP:Iteration 74Q (76161.880000 sec): 3 clusters
  Score: Raw -5960829.415536 + Penalty 5244.592618 = -5955584.822919
  nChanged 7
		SP:Iteration 75Q (76162.330000 sec): 3 clusters
  Score: Raw -5960831.614517 + Penalty 5244.592618 = -5955587.021899
  nChanged 8
		SP:Iteration 76Q (76162.670000 sec): 3 clusters
  Score: Raw -5960833.673253 + Penalty 5244.592618 = -5955589.080636
  nChanged 9
		SP:Iteration 77Q (76163.120000 sec): 3 clusters
  Score: Raw -5960836.798983 + Penalty 5244.592618 = -5955592.206366
  nChanged 9
		SP:Iteration 78Q (76163.610000 sec): 3 clusters
  Score: Raw -5960840.119086 + Penalty 5244.592618 = -5955595.526469
  nChanged 12
		SP:Iteration 79Q (76164.030000 sec): 3 clusters
  Score: Raw -5960843.463015 + Penalty 5244.592618 = -5955598.870397
  nChanged 9
		SP:Iteration 80F (76164.480000 sec): 3 clusters
  Score: Raw -5960846.406772 + Penalty 5244.592618 = -5955601.814155
  nChanged 7
		SP:Iteration 81Q (76164.920000 sec): 3 clusters
  Score: Raw -5960848.270100 + Penalty 5244.592618 = -5955603.677482
  nChanged 4
		SP:Iteration 82Q (76165.400000 sec): 3 clusters
  Score: Raw -5960849.371807 + Penalty 5244.592618 = -5955604.779189
  nChanged 3
		SP:Iteration 83Q (76165.820000 sec): 3 clusters
  Score: Raw -5960850.156294 + Penalty 5244.592618 = -5955605.563676
  nChanged 8
		SP:Iteration 84Q (76166.300000 sec): 3 clusters
  Score: Raw -5960852.263637 + Penalty 5244.592618 = -5955607.671019
  nChanged 8
		SP:Iteration 85Q (76166.750000 sec): 3 clusters
  Score: Raw -5960854.835331 + Penalty 5244.592618 = -5955610.242713
  nChanged 7
		SP:Iteration 86Q (76167.200000 sec): 3 clusters
  Score: Raw -5960857.101425 + Penalty 5244.592618 = -5955612.508808
  nChanged 8
		SP:Iteration 87Q (76167.620000 sec): 3 clusters
  Score: Raw -5960859.407357 + Penalty 5244.592618 = -5955614.814739
  nChanged 3
		SP:Iteration 88Q (76168.050000 sec): 3 clusters
  Score: Raw -5960860.087600 + Penalty 5244.592618 = -5955615.494983
  nChanged 4
		SP:Iteration 89Q (76168.530000 sec): 3 clusters
  Score: Raw -5960861.062482 + Penalty 5244.592618 = -5955616.469864
  nChanged 1
		SP:Iteration 90Q (76169.030000 sec): 3 clusters
  Score: Raw -5960861.675776 + Penalty 5244.592618 = -5955617.083159
  nChanged 1
		SP:Iteration 91Q (76169.520000 sec): 3 clusters
  Score: Raw -5960861.972168 + Penalty 5244.592618 = -5955617.379551
  nChanged 1
		SP:Iteration 92Q (76170.050000 sec): 3 clusters
  Score: Raw -5960862.551873 + Penalty 5244.592618 = -5955617.959255
  nChanged 3
		SP:Iteration 93Q (76170.540000 sec): 3 clusters
  Score: Raw -5960863.700164 + Penalty 5244.592618 = -5955619.107546
  nChanged 5
		SP:Iteration 94Q (76171.020000 sec): 3 clusters
  Score: Raw -5960865.424747 + Penalty 5244.592618 = -5955620.832130
  nChanged 6
		SP:Iteration 95Q (76171.510000 sec): 3 clusters
  Score: Raw -5960867.088376 + Penalty 5244.592618 = -5955622.495758
  nChanged 5
		SP:Iteration 96Q (76172.010000 sec): 3 clusters
  Score: Raw -5960868.434454 + Penalty 5244.592618 = -5955623.841836
  nChanged 4
		SP:Iteration 97Q (76172.540000 sec): 3 clusters
  Score: Raw -5960869.530823 + Penalty 5244.592618 = -5955624.938205
  nChanged 4
		SP:Iteration 98Q (76173.060000 sec): 3 clusters
  Score: Raw -5960870.767818 + Penalty 5244.592618 = -5955626.175200
  nChanged 10
		SP:Iteration 99Q (76173.560000 sec): 3 clusters
  Score: Raw -5960874.244483 + Penalty 5244.592618 = -5955629.651865
  nChanged 7
		SP:Iteration 100F (76174.090000 sec): 3 clusters
  Score: Raw -5960876.844745 + Penalty 5244.592618 = -5955632.252127
  nChanged 7
		SP:Iteration 101Q (76174.580000 sec): 3 clusters
  Score: Raw -5960879.079909 + Penalty 5244.592618 = -5955634.487292
  nChanged 2
		SP:Iteration 102Q (76175.070000 sec): 3 clusters
  Score: Raw -5960879.605876 + Penalty 5244.592618 = -5955635.013258
  nChanged 0
		SP:Iteration 103F (76175.560000 sec): 3 clusters
  Score: Raw -5960879.605876 + Penalty 5244.592618 = -5955635.013258
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (4406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76175.670000 sec): 2 clusters
  Score: Raw -680609.802294 + Penalty 2080.899187 = -678528.903107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76175.890000 sec): 3 clusters
  Score: Raw -678511.447751 + Penalty 4161.798374 = -674349.649377
  nChanged 1686
		SP:Iteration 1F (76176.060000 sec): 3 clusters
  Score: Raw -679478.378908 + Penalty 4161.798374 = -675316.580534
  nChanged 345
		SP:Iteration 2F (76176.220000 sec): 3 clusters
  Score: Raw -679730.780545 + Penalty 4161.798374 = -675568.982172
  nChanged 273
		SP:Iteration 3F (76176.390000 sec): 3 clusters
  Score: Raw -679967.518965 + Penalty 4161.798374 = -675805.720591
  nChanged 224
		SP:Iteration 4F (76176.560000 sec): 3 clusters
  Score: Raw -680188.108759 + Penalty 4161.798374 = -676026.310385
  nChanged 241
		SP:Iteration 5F (76176.720000 sec): 3 clusters
  Score: Raw -680400.447736 + Penalty 4161.798374 = -676238.649362
  nChanged 206
		SP:Iteration 6Q (76176.890000 sec): 3 clusters
  Score: Raw -680559.029821 + Penalty 4161.798374 = -676397.231447
  nChanged 170
		SP:Iteration 7Q (76177.060000 sec): 3 clusters
  Score: Raw -680672.966325 + Penalty 4161.798374 = -676511.167952
  nChanged 138
		SP:Iteration 8Q (76177.220000 sec): 3 clusters
  Score: Raw -680753.504070 + Penalty 4161.798374 = -676591.705697
  nChanged 108
		SP:Iteration 9Q (76177.390000 sec): 3 clusters
  Score: Raw -680816.098651 + Penalty 4161.798374 = -676654.300278
  nChanged 86
		SP:Iteration 10Q (76177.560000 sec): 3 clusters
  Score: Raw -680860.875135 + Penalty 4161.798374 = -676699.076761
  nChanged 68
		SP:Iteration 11Q (76177.720000 sec): 3 clusters
  Score: Raw -680895.465877 + Penalty 4161.798374 = -676733.667503
  nChanged 47
		SP:Iteration 12Q (76177.930000 sec): 3 clusters
  Score: Raw -680917.540049 + Penalty 4161.798374 = -676755.741675
  nChanged 39
		SP:Iteration 13Q (76178.100000 sec): 3 clusters
  Score: Raw -680933.842565 + Penalty 4161.798374 = -676772.044191
  nChanged 35
		SP:Iteration 14Q (76178.260000 sec): 3 clusters
  Score: Raw -680951.379312 + Penalty 4161.798374 = -676789.580939
  nChanged 29
		SP:Iteration 15Q (76178.430000 sec): 3 clusters
  Score: Raw -680962.801526 + Penalty 4161.798374 = -676801.003152
  nChanged 29
		SP:Iteration 16Q (76178.590000 sec): 3 clusters
  Score: Raw -680974.773266 + Penalty 4161.798374 = -676812.974893
  nChanged 25
		SP:Iteration 17Q (76178.760000 sec): 3 clusters
  Score: Raw -680986.356260 + Penalty 4161.798374 = -676824.557887
  nChanged 30
		SP:Iteration 18Q (76178.920000 sec): 3 clusters
  Score: Raw -680996.917749 + Penalty 4161.798374 = -676835.119376
  nChanged 18
		SP:Iteration 19Q (76179.090000 sec): 3 clusters
  Score: Raw -681002.501000 + Penalty 4161.798374 = -676840.702626
  nChanged 16
		SP:Iteration 20F (76179.260000 sec): 3 clusters
  Score: Raw -681008.032445 + Penalty 4161.798374 = -676846.234072
  nChanged 11
		SP:Iteration 21Q (76179.420000 sec): 3 clusters
  Score: Raw -681011.867051 + Penalty 4161.798374 = -676850.068677
  nChanged 11
		SP:Iteration 22Q (76179.590000 sec): 3 clusters
  Score: Raw -681015.840321 + Penalty 4161.798374 = -676854.041948
  nChanged 8
		SP:Iteration 23Q (76179.820000 sec): 3 clusters
  Score: Raw -681018.361870 + Penalty 4161.798374 = -676856.563496
  nChanged 9
		SP:Iteration 24Q (76180.000000 sec): 3 clusters
  Score: Raw -681020.757505 + Penalty 4161.798374 = -676858.959131
  nChanged 6
		SP:Iteration 25Q (76180.170000 sec): 3 clusters
  Score: Raw -681022.842919 + Penalty 4161.798374 = -676861.044545
  nChanged 7
		SP:Iteration 26Q (76180.340000 sec): 3 clusters
  Score: Raw -681025.703757 + Penalty 4161.798374 = -676863.905384
  nChanged 9
		SP:Iteration 27Q (76180.500000 sec): 3 clusters
  Score: Raw -681029.894231 + Penalty 4161.798374 = -676868.095857
  nChanged 11
		SP:Iteration 28Q (76180.670000 sec): 3 clusters
  Score: Raw -681032.364323 + Penalty 4161.798374 = -676870.565950
  nChanged 7
		SP:Iteration 29Q (76180.840000 sec): 3 clusters
  Score: Raw -681034.476173 + Penalty 4161.798374 = -676872.677800
  nChanged 9
		SP:Iteration 30Q (76181.000000 sec): 3 clusters
  Score: Raw -681036.696395 + Penalty 4161.798374 = -676874.898021
  nChanged 6
		SP:Iteration 31Q (76181.160000 sec): 3 clusters
  Score: Raw -681038.094946 + Penalty 4161.798374 = -676876.296573
  nChanged 2
		SP:Iteration 32Q (76181.330000 sec): 3 clusters
  Score: Raw -681038.462269 + Penalty 4161.798374 = -676876.663895
  nChanged 2
		SP:Iteration 33Q (76181.500000 sec): 3 clusters
  Score: Raw -681039.026062 + Penalty 4161.798374 = -676877.227688
  nChanged 1
		SP:Iteration 34Q (76181.660000 sec): 3 clusters
  Score: Raw -681039.270843 + Penalty 4161.798374 = -676877.472469
  nChanged 1
		SP:Iteration 35Q (76181.830000 sec): 3 clusters
  Score: Raw -681039.499020 + Penalty 4161.798374 = -676877.700646
  nChanged 1
		SP:Iteration 36Q (76182.000000 sec): 3 clusters
  Score: Raw -681039.798888 + Penalty 4161.798374 = -676878.000515
  nChanged 0
		SP:Iteration 37F (76182.160000 sec): 3 clusters
  Score: Raw -681039.798888 + Penalty 4161.798374 = -676878.000515
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (2716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76182.280000 sec): 2 clusters
  Score: Raw -432209.158293 + Penalty 1960.915041 = -430248.243252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76182.460000 sec): 3 clusters
  Score: Raw -431086.497929 + Penalty 3921.830082 = -427164.667846
  nChanged 927
		SP:Iteration 1F (76182.630000 sec): 3 clusters
  Score: Raw -431700.500786 + Penalty 3921.830082 = -427778.670703
  nChanged 194
		SP:Iteration 2F (76182.810000 sec): 3 clusters
  Score: Raw -431838.010882 + Penalty 3921.830082 = -427916.180799
  nChanged 108
		SP:Iteration 3Q (76182.980000 sec): 3 clusters
  Score: Raw -431905.327813 + Penalty 3921.830082 = -427983.497731
  nChanged 57
		SP:Iteration 4Q (76183.160000 sec): 3 clusters
  Score: Raw -431937.582968 + Penalty 3921.830082 = -428015.752885
  nChanged 41
		SP:Iteration 5Q (76183.340000 sec): 3 clusters
  Score: Raw -431957.298015 + Penalty 3921.830082 = -428035.467932
  nChanged 36
		SP:Iteration 6Q (76183.510000 sec): 3 clusters
  Score: Raw -431975.628101 + Penalty 3921.830082 = -428053.798018
  nChanged 24
		SP:Iteration 7Q (76183.690000 sec): 3 clusters
  Score: Raw -431990.519796 + Penalty 3921.830082 = -428068.689714
  nChanged 24
		SP:Iteration 8Q (76183.860000 sec): 3 clusters
  Score: Raw -432002.563143 + Penalty 3921.830082 = -428080.733061
  nChanged 26
		SP:Iteration 9Q (76184.040000 sec): 3 clusters
  Score: Raw -432013.934773 + Penalty 3921.830082 = -428092.104690
  nChanged 19
		SP:Iteration 10Q (76184.220000 sec): 3 clusters
  Score: Raw -432023.463689 + Penalty 3921.830082 = -428101.633607
  nChanged 13
		SP:Iteration 11Q (76184.390000 sec): 3 clusters
  Score: Raw -432028.675984 + Penalty 3921.830082 = -428106.845901
  nChanged 6
		SP:Iteration 12Q (76184.570000 sec): 3 clusters
  Score: Raw -432030.846526 + Penalty 3921.830082 = -428109.016443
  nChanged 5
		SP:Iteration 13Q (76184.740000 sec): 3 clusters
  Score: Raw -432033.390447 + Penalty 3921.830082 = -428111.560364
  nChanged 9
		SP:Iteration 14Q (76184.920000 sec): 3 clusters
  Score: Raw -432035.754285 + Penalty 3921.830082 = -428113.924202
  nChanged 4
		SP:Iteration 15Q (76185.100000 sec): 3 clusters
  Score: Raw -432037.442265 + Penalty 3921.830082 = -428115.612183
  nChanged 8
		SP:Iteration 16Q (76185.270000 sec): 3 clusters
  Score: Raw -432042.216080 + Penalty 3921.830082 = -428120.385998
  nChanged 8
		SP:Iteration 17Q (76185.450000 sec): 3 clusters
  Score: Raw -432046.404999 + Penalty 3921.830082 = -428124.574917
  nChanged 8
		SP:Iteration 18Q (76185.620000 sec): 3 clusters
  Score: Raw -432049.864415 + Penalty 3921.830082 = -428128.034332
  nChanged 13
		SP:Iteration 19Q (76185.800000 sec): 3 clusters
  Score: Raw -432055.919962 + Penalty 3921.830082 = -428134.089880
  nChanged 9
		SP:Iteration 20F (76185.970000 sec): 3 clusters
  Score: Raw -432059.883686 + Penalty 3921.830082 = -428138.053604
  nChanged 4
		SP:Iteration 21Q (76186.150000 sec): 3 clusters
  Score: Raw -432061.728907 + Penalty 3921.830082 = -428139.898825
  nChanged 4
		SP:Iteration 22Q (76186.320000 sec): 3 clusters
  Score: Raw -432063.284260 + Penalty 3921.830082 = -428141.454178
  nChanged 2
		SP:Iteration 23Q (76186.500000 sec): 3 clusters
  Score: Raw -432064.563056 + Penalty 3921.830082 = -428142.732974
  nChanged 5
		SP:Iteration 24Q (76186.680000 sec): 3 clusters
  Score: Raw -432065.707263 + Penalty 3921.830082 = -428143.877180
  nChanged 2
		SP:Iteration 25Q (76186.850000 sec): 3 clusters
  Score: Raw -432065.935710 + Penalty 3921.830082 = -428144.105628
  nChanged 0
		SP:Iteration 26F (76186.980000 sec): 3 clusters
  Score: Raw -432065.935710 + Penalty 3921.830082 = -428144.105628
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (16977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76187.170000 sec): 2 clusters
  Score: Raw -2715889.955149 + Penalty 2415.424462 = -2713474.530687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76187.480000 sec): 3 clusters
  Score: Raw -2706065.349163 + Penalty 4830.848924 = -2701234.500239
  nChanged 7518
		SP:Iteration 1F (76187.770000 sec): 3 clusters
  Score: Raw -2710293.830379 + Penalty 4830.848924 = -2705462.981456
  nChanged 1064
		SP:Iteration 2F (76188.120000 sec): 3 clusters
  Score: Raw -2710841.863616 + Penalty 4830.848924 = -2706011.014693
  nChanged 990
		SP:Iteration 3F (76188.440000 sec): 3 clusters
  Score: Raw -2711378.353593 + Penalty 4830.848924 = -2706547.504670
  nChanged 967
		SP:Iteration 4F (76188.770000 sec): 3 clusters
  Score: Raw -2711965.718145 + Penalty 4830.848924 = -2707134.869221
  nChanged 1016
		SP:Iteration 5F (76189.100000 sec): 3 clusters
  Score: Raw -2712642.621524 + Penalty 4830.848924 = -2707811.772600
  nChanged 1067
		SP:Iteration 6F (76189.380000 sec): 3 clusters
  Score: Raw -2713383.761956 + Penalty 4830.848924 = -2708552.913032
  nChanged 1007
		SP:Iteration 7F (76189.670000 sec): 3 clusters
  Score: Raw -2714054.864491 + Penalty 4830.848924 = -2709224.015567
  nChanged 923
		SP:Iteration 8F (76189.990000 sec): 3 clusters
  Score: Raw -2714596.973924 + Penalty 4830.848924 = -2709766.125000
  nChanged 717
		SP:Iteration 9Q (76190.330000 sec): 3 clusters
  Score: Raw -2714985.275948 + Penalty 4830.848924 = -2710154.427024
  nChanged 582
		SP:Iteration 10Q (76190.680000 sec): 3 clusters
  Score: Raw -2715282.162463 + Penalty 4830.848924 = -2710451.313539
  nChanged 538
		SP:Iteration 11Q (76191.060000 sec): 3 clusters
  Score: Raw -2715525.205735 + Penalty 4830.848924 = -2710694.356811
  nChanged 425
		SP:Iteration 12Q (76191.350000 sec): 3 clusters
  Score: Raw -2715698.577880 + Penalty 4830.848924 = -2710867.728956
  nChanged 337
		SP:Iteration 13Q (76191.670000 sec): 3 clusters
  Score: Raw -2715835.863879 + Penalty 4830.848924 = -2711005.014955
  nChanged 300
		SP:Iteration 14Q (76191.990000 sec): 3 clusters
  Score: Raw -2715946.795560 + Penalty 4830.848924 = -2711115.946637
  nChanged 266
		SP:Iteration 15Q (76192.280000 sec): 3 clusters
  Score: Raw -2716042.179025 + Penalty 4830.848924 = -2711211.330101
  nChanged 263
		SP:Iteration 16Q (76192.570000 sec): 3 clusters
  Score: Raw -2716137.086828 + Penalty 4830.848924 = -2711306.237904
  nChanged 248
		SP:Iteration 17Q (76192.880000 sec): 3 clusters
  Score: Raw -2716230.227765 + Penalty 4830.848924 = -2711399.378841
  nChanged 264
		SP:Iteration 18Q (76193.290000 sec): 3 clusters
  Score: Raw -2716330.213818 + Penalty 4830.848924 = -2711499.364894
  nChanged 247
		SP:Iteration 19Q (76193.550000 sec): 3 clusters
  Score: Raw -2716421.643437 + Penalty 4830.848924 = -2711590.794513
  nChanged 272
		SP:Iteration 20F (76193.770000 sec): 3 clusters
  Score: Raw -2716535.290300 + Penalty 4830.848924 = -2711704.441377
  nChanged 299
		SP:Iteration 21Q (76194.070000 sec): 3 clusters
  Score: Raw -2716656.896854 + Penalty 4830.848924 = -2711826.047930
  nChanged 320
		SP:Iteration 22Q (76194.340000 sec): 3 clusters
  Score: Raw -2716788.028006 + Penalty 4830.848924 = -2711957.179082
  nChanged 323
		SP:Iteration 23Q (76194.610000 sec): 3 clusters
  Score: Raw -2716901.536470 + Penalty 4830.848924 = -2712070.687546
  nChanged 288
		SP:Iteration 24Q (76194.910000 sec): 3 clusters
  Score: Raw -2716994.705386 + Penalty 4830.848924 = -2712163.856463
  nChanged 281
		SP:Iteration 25Q (76195.210000 sec): 3 clusters
  Score: Raw -2717076.792063 + Penalty 4830.848924 = -2712245.943139
  nChanged 266
		SP:Iteration 26Q (76195.500000 sec): 3 clusters
  Score: Raw -2717153.104245 + Penalty 4830.848924 = -2712322.255322
  nChanged 259
		SP:Iteration 27Q (76195.820000 sec): 3 clusters
  Score: Raw -2717223.874077 + Penalty 4830.848924 = -2712393.025154
  nChanged 217
		SP:Iteration 28Q (76196.160000 sec): 3 clusters
  Score: Raw -2717281.208931 + Penalty 4830.848924 = -2712450.360007
  nChanged 199
		SP:Iteration 29Q (76196.450000 sec): 3 clusters
  Score: Raw -2717332.139143 + Penalty 4830.848924 = -2712501.290219
  nChanged 193
		SP:Iteration 30Q (76196.770000 sec): 3 clusters
  Score: Raw -2717377.896298 + Penalty 4830.848924 = -2712547.047374
  nChanged 179
		SP:Iteration 31Q (76197.060000 sec): 3 clusters
  Score: Raw -2717419.347672 + Penalty 4830.848924 = -2712588.498748
  nChanged 156
		SP:Iteration 32Q (76197.370000 sec): 3 clusters
  Score: Raw -2717454.831145 + Penalty 4830.848924 = -2712623.982221
  nChanged 140
		SP:Iteration 33Q (76197.660000 sec): 3 clusters
  Score: Raw -2717482.493226 + Penalty 4830.848924 = -2712651.644302
  nChanged 130
		SP:Iteration 34Q (76197.960000 sec): 3 clusters
  Score: Raw -2717511.631577 + Penalty 4830.848924 = -2712680.782653
  nChanged 141
		SP:Iteration 35Q (76198.200000 sec): 3 clusters
  Score: Raw -2717545.105211 + Penalty 4830.848924 = -2712714.256288
  nChanged 140
		SP:Iteration 36Q (76198.490000 sec): 3 clusters
  Score: Raw -2717575.996320 + Penalty 4830.848924 = -2712745.147396
  nChanged 148
		SP:Iteration 37Q (76198.800000 sec): 3 clusters
  Score: Raw -2717607.887955 + Penalty 4830.848924 = -2712777.039031
  nChanged 124
		SP:Iteration 38Q (76199.080000 sec): 3 clusters
  Score: Raw -2717632.691697 + Penalty 4830.848924 = -2712801.842773
  nChanged 105
		SP:Iteration 39Q (76199.300000 sec): 3 clusters
  Score: Raw -2717652.510222 + Penalty 4830.848924 = -2712821.661298
  nChanged 99
		SP:Iteration 40F (76199.560000 sec): 3 clusters
  Score: Raw -2717670.767345 + Penalty 4830.848924 = -2712839.918421
  nChanged 90
		SP:Iteration 41Q (76199.830000 sec): 3 clusters
  Score: Raw -2717688.191536 + Penalty 4830.848924 = -2712857.342612
  nChanged 94
		SP:Iteration 42Q (76200.100000 sec): 3 clusters
  Score: Raw -2717707.373830 + Penalty 4830.848924 = -2712876.524906
  nChanged 78
		SP:Iteration 43Q (76200.340000 sec): 3 clusters
  Score: Raw -2717722.250007 + Penalty 4830.848924 = -2712891.401083
  nChanged 80
		SP:Iteration 44Q (76200.640000 sec): 3 clusters
  Score: Raw -2717735.932859 + Penalty 4830.848924 = -2712905.083935
  nChanged 68
		SP:Iteration 45Q (76200.970000 sec): 3 clusters
  Score: Raw -2717748.954387 + Penalty 4830.848924 = -2712918.105463
  nChanged 70
		SP:Iteration 46Q (76201.260000 sec): 3 clusters
  Score: Raw -2717761.495083 + Penalty 4830.848924 = -2712930.646159
  nChanged 71
		SP:Iteration 47Q (76201.580000 sec): 3 clusters
  Score: Raw -2717772.343028 + Penalty 4830.848924 = -2712941.494104
  nChanged 61
		SP:Iteration 48Q (76201.790000 sec): 3 clusters
  Score: Raw -2717782.526838 + Penalty 4830.848924 = -2712951.677915
  nChanged 57
		SP:Iteration 49Q (76202.020000 sec): 3 clusters
  Score: Raw -2717790.586402 + Penalty 4830.848924 = -2712959.737478
  nChanged 37
		SP:Iteration 50Q (76202.300000 sec): 3 clusters
  Score: Raw -2717796.058929 + Penalty 4830.848924 = -2712965.210005
  nChanged 29
		SP:Iteration 51Q (76202.600000 sec): 3 clusters
  Score: Raw -2717800.442416 + Penalty 4830.848924 = -2712969.593492
  nChanged 35
		SP:Iteration 52Q (76202.920000 sec): 3 clusters
  Score: Raw -2717805.421833 + Penalty 4830.848924 = -2712974.572909
  nChanged 32
		SP:Iteration 53Q (76203.200000 sec): 3 clusters
  Score: Raw -2717810.642027 + Penalty 4830.848924 = -2712979.793103
  nChanged 30
		SP:Iteration 54Q (76203.490000 sec): 3 clusters
  Score: Raw -2717814.909477 + Penalty 4830.848924 = -2712984.060553
  nChanged 33
		SP:Iteration 55Q (76203.890000 sec): 3 clusters
  Score: Raw -2717819.570361 + Penalty 4830.848924 = -2712988.721438
  nChanged 26
		SP:Iteration 56Q (76204.140000 sec): 3 clusters
  Score: Raw -2717823.515720 + Penalty 4830.848924 = -2712992.666796
  nChanged 20
		SP:Iteration 57Q (76204.450000 sec): 3 clusters
  Score: Raw -2717826.850706 + Penalty 4830.848924 = -2712996.001783
  nChanged 25
		SP:Iteration 58Q (76204.680000 sec): 3 clusters
  Score: Raw -2717830.566058 + Penalty 4830.848924 = -2712999.717134
  nChanged 21
		SP:Iteration 59Q (76204.940000 sec): 3 clusters
  Score: Raw -2717833.341514 + Penalty 4830.848924 = -2713002.492590
  nChanged 20
		SP:Iteration 60F (76205.230000 sec): 3 clusters
  Score: Raw -2717835.818560 + Penalty 4830.848924 = -2713004.969637
  nChanged 22
		SP:Iteration 61Q (76205.520000 sec): 3 clusters
  Score: Raw -2717838.949491 + Penalty 4830.848924 = -2713008.100567
  nChanged 24
		SP:Iteration 62Q (76205.820000 sec): 3 clusters
  Score: Raw -2717841.983838 + Penalty 4830.848924 = -2713011.134914
  nChanged 14
		SP:Iteration 63Q (76206.160000 sec): 3 clusters
  Score: Raw -2717843.668994 + Penalty 4830.848924 = -2713012.820070
  nChanged 19
		SP:Iteration 64Q (76206.460000 sec): 3 clusters
  Score: Raw -2717846.422504 + Penalty 4830.848924 = -2713015.573580
  nChanged 20
		SP:Iteration 65Q (76206.720000 sec): 3 clusters
  Score: Raw -2717849.309310 + Penalty 4830.848924 = -2713018.460387
  nChanged 18
		SP:Iteration 66Q (76207.010000 sec): 3 clusters
  Score: Raw -2717852.001795 + Penalty 4830.848924 = -2713021.152871
  nChanged 22
		SP:Iteration 67Q (76207.340000 sec): 3 clusters
  Score: Raw -2717855.177842 + Penalty 4830.848924 = -2713024.328918
  nChanged 18
		SP:Iteration 68Q (76207.640000 sec): 3 clusters
  Score: Raw -2717857.101301 + Penalty 4830.848924 = -2713026.252377
  nChanged 17
		SP:Iteration 69Q (76207.920000 sec): 3 clusters
  Score: Raw -2717858.822473 + Penalty 4830.848924 = -2713027.973550
  nChanged 9
		SP:Iteration 70Q (76208.260000 sec): 3 clusters
  Score: Raw -2717859.735504 + Penalty 4830.848924 = -2713028.886580
  nChanged 10
		SP:Iteration 71Q (76208.590000 sec): 3 clusters
  Score: Raw -2717861.175524 + Penalty 4830.848924 = -2713030.326600
  nChanged 10
		SP:Iteration 72Q (76208.940000 sec): 3 clusters
  Score: Raw -2717862.321436 + Penalty 4830.848924 = -2713031.472512
  nChanged 4
		SP:Iteration 73Q (76209.180000 sec): 3 clusters
  Score: Raw -2717862.764728 + Penalty 4830.848924 = -2713031.915804
  nChanged 5
		SP:Iteration 74Q (76209.470000 sec): 3 clusters
  Score: Raw -2717863.368030 + Penalty 4830.848924 = -2713032.519106
  nChanged 9
		SP:Iteration 75Q (76209.770000 sec): 3 clusters
  Score: Raw -2717864.279437 + Penalty 4830.848924 = -2713033.430513
  nChanged 6
		SP:Iteration 76Q (76210.060000 sec): 3 clusters
  Score: Raw -2717864.945958 + Penalty 4830.848924 = -2713034.097034
  nChanged 5
		SP:Iteration 77Q (76210.360000 sec): 3 clusters
  Score: Raw -2717865.552663 + Penalty 4830.848924 = -2713034.703739
  nChanged 5
		SP:Iteration 78Q (76210.660000 sec): 3 clusters
  Score: Raw -2717866.301531 + Penalty 4830.848924 = -2713035.452607
  nChanged 9
		SP:Iteration 79Q (76210.960000 sec): 3 clusters
  Score: Raw -2717867.271720 + Penalty 4830.848924 = -2713036.422796
  nChanged 9
		SP:Iteration 80F (76211.260000 sec): 3 clusters
  Score: Raw -2717868.376309 + Penalty 4830.848924 = -2713037.527385
  nChanged 7
		SP:Iteration 81Q (76211.550000 sec): 3 clusters
  Score: Raw -2717869.144151 + Penalty 4830.848924 = -2713038.295227
  nChanged 7
		SP:Iteration 82Q (76211.830000 sec): 3 clusters
  Score: Raw -2717869.998232 + Penalty 4830.848924 = -2713039.149308
  nChanged 8
		SP:Iteration 83Q (76212.230000 sec): 3 clusters
  Score: Raw -2717871.150709 + Penalty 4830.848924 = -2713040.301785
  nChanged 10
		SP:Iteration 84Q (76212.480000 sec): 3 clusters
  Score: Raw -2717872.252513 + Penalty 4830.848924 = -2713041.403589
  nChanged 7
		SP:Iteration 85Q (76212.800000 sec): 3 clusters
  Score: Raw -2717873.016015 + Penalty 4830.848924 = -2713042.167091
  nChanged 4
		SP:Iteration 86Q (76213.120000 sec): 3 clusters
  Score: Raw -2717873.426442 + Penalty 4830.848924 = -2713042.577518
  nChanged 5
		SP:Iteration 87Q (76213.410000 sec): 3 clusters
  Score: Raw -2717873.977633 + Penalty 4830.848924 = -2713043.128709
  nChanged 9
		SP:Iteration 88Q (76213.720000 sec): 3 clusters
  Score: Raw -2717875.041240 + Penalty 4830.848924 = -2713044.192316
  nChanged 8
		SP:Iteration 89Q (76214.040000 sec): 3 clusters
  Score: Raw -2717876.274390 + Penalty 4830.848924 = -2713045.425466
  nChanged 10
		SP:Iteration 90Q (76214.290000 sec): 3 clusters
  Score: Raw -2717877.439685 + Penalty 4830.848924 = -2713046.590761
  nChanged 6
		SP:Iteration 91Q (76214.580000 sec): 3 clusters
  Score: Raw -2717878.395867 + Penalty 4830.848924 = -2713047.546943
  nChanged 6
		SP:Iteration 92Q (76214.860000 sec): 3 clusters
  Score: Raw -2717879.145499 + Penalty 4830.848924 = -2713048.296575
  nChanged 6
		SP:Iteration 93Q (76215.130000 sec): 3 clusters
  Score: Raw -2717879.916546 + Penalty 4830.848924 = -2713049.067622
  nChanged 1
		SP:Iteration 94Q (76215.440000 sec): 3 clusters
  Score: Raw -2717880.014484 + Penalty 4830.848924 = -2713049.165560
  nChanged 1
		SP:Iteration 95Q (76215.690000 sec): 3 clusters
  Score: Raw -2717880.113431 + Penalty 4830.848924 = -2713049.264508
  nChanged 2
		SP:Iteration 96Q (76216.080000 sec): 3 clusters
  Score: Raw -2717880.351873 + Penalty 4830.848924 = -2713049.502949
  nChanged 2
		SP:Iteration 97Q (76216.340000 sec): 3 clusters
  Score: Raw -2717880.583712 + Penalty 4830.848924 = -2713049.734788
  nChanged 1
		SP:Iteration 98Q (76216.690000 sec): 3 clusters
  Score: Raw -2717880.672155 + Penalty 4830.848924 = -2713049.823231
  nChanged 0
		SP:Iteration 99F (76217.040000 sec): 3 clusters
  Score: Raw -2717880.672155 + Penalty 4830.848924 = -2713049.823231
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (2072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76217.130000 sec): 2 clusters
  Score: Raw -322664.111609 + Penalty 1893.794862 = -320770.316748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76217.290000 sec): 3 clusters
  Score: Raw -321912.290158 + Penalty 3787.589723 = -318124.700435
  nChanged 664
		SP:Iteration 1F (76217.440000 sec): 3 clusters
  Score: Raw -322399.589748 + Penalty 3787.589723 = -318612.000025
  nChanged 134
		SP:Iteration 2F (76217.550000 sec): 3 clusters
  Score: Raw -322512.601929 + Penalty 3787.589723 = -318725.012205
  nChanged 91
		SP:Iteration 3Q (76217.680000 sec): 3 clusters
  Score: Raw -322585.198071 + Penalty 3787.589723 = -318797.608348
  nChanged 61
		SP:Iteration 4Q (76217.820000 sec): 3 clusters
  Score: Raw -322629.675071 + Penalty 3787.589723 = -318842.085347
  nChanged 46
		SP:Iteration 5Q (76218.020000 sec): 3 clusters
  Score: Raw -322669.601229 + Penalty 3787.589723 = -318882.011506
  nChanged 43
		SP:Iteration 6Q (76218.120000 sec): 3 clusters
  Score: Raw -322709.262384 + Penalty 3787.589723 = -318921.672661
  nChanged 42
		SP:Iteration 7Q (76218.280000 sec): 3 clusters
  Score: Raw -322743.321789 + Penalty 3787.589723 = -318955.732066
  nChanged 33
		SP:Iteration 8Q (76218.400000 sec): 3 clusters
  Score: Raw -322773.789335 + Penalty 3787.589723 = -318986.199612
  nChanged 30
		SP:Iteration 9Q (76218.540000 sec): 3 clusters
  Score: Raw -322803.679607 + Penalty 3787.589723 = -319016.089884
  nChanged 33
		SP:Iteration 10Q (76218.690000 sec): 3 clusters
  Score: Raw -322826.283641 + Penalty 3787.589723 = -319038.693918
  nChanged 25
		SP:Iteration 11Q (76218.860000 sec): 3 clusters
  Score: Raw -322843.987728 + Penalty 3787.589723 = -319056.398005
  nChanged 21
		SP:Iteration 12Q (76219.000000 sec): 3 clusters
  Score: Raw -322863.860765 + Penalty 3787.589723 = -319076.271042
  nChanged 24
		SP:Iteration 13Q (76219.120000 sec): 3 clusters
  Score: Raw -322882.931924 + Penalty 3787.589723 = -319095.342201
  nChanged 16
		SP:Iteration 14Q (76219.270000 sec): 3 clusters
  Score: Raw -322894.200160 + Penalty 3787.589723 = -319106.610437
  nChanged 12
		SP:Iteration 15Q (76219.380000 sec): 3 clusters
  Score: Raw -322902.318733 + Penalty 3787.589723 = -319114.729010
  nChanged 12
		SP:Iteration 16Q (76219.460000 sec): 3 clusters
  Score: Raw -322909.793464 + Penalty 3787.589723 = -319122.203741
  nChanged 10
		SP:Iteration 17Q (76219.600000 sec): 3 clusters
  Score: Raw -322915.706826 + Penalty 3787.589723 = -319128.117103
  nChanged 5
		SP:Iteration 18Q (76219.740000 sec): 3 clusters
  Score: Raw -322918.621564 + Penalty 3787.589723 = -319131.031841
  nChanged 5
		SP:Iteration 19Q (76219.840000 sec): 3 clusters
  Score: Raw -322922.035564 + Penalty 3787.589723 = -319134.445841
  nChanged 7
		SP:Iteration 20F (76220.000000 sec): 3 clusters
  Score: Raw -322925.452305 + Penalty 3787.589723 = -319137.862582
  nChanged 5
		SP:Iteration 21Q (76220.110000 sec): 3 clusters
  Score: Raw -322930.225686 + Penalty 3787.589723 = -319142.635963
  nChanged 7
		SP:Iteration 22Q (76220.280000 sec): 3 clusters
  Score: Raw -322938.349442 + Penalty 3787.589723 = -319150.759719
  nChanged 11
		SP:Iteration 23Q (76220.420000 sec): 3 clusters
  Score: Raw -322949.606951 + Penalty 3787.589723 = -319162.017228
  nChanged 10
		SP:Iteration 24Q (76220.530000 sec): 3 clusters
  Score: Raw -322956.639983 + Penalty 3787.589723 = -319169.050259
  nChanged 5
		SP:Iteration 25Q (76220.660000 sec): 3 clusters
  Score: Raw -322959.286539 + Penalty 3787.589723 = -319171.696816
  nChanged 1
		SP:Iteration 26Q (76220.770000 sec): 3 clusters
  Score: Raw -322959.947130 + Penalty 3787.589723 = -319172.357406
  nChanged 0
		SP:Iteration 27F (76220.880000 sec): 3 clusters
  Score: Raw -322959.947130 + Penalty 3787.589723 = -319172.357406
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (13896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76221.050000 sec): 2 clusters
  Score: Raw -2174177.282722 + Penalty 2365.760364 = -2171811.522357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76221.350000 sec): 3 clusters
  Score: Raw -2166360.513060 + Penalty 4731.520729 = -2161628.992331
  nChanged 5974
		SP:Iteration 1F (76221.690000 sec): 3 clusters
  Score: Raw -2169687.996805 + Penalty 4731.520729 = -2164956.476076
  nChanged 923
		SP:Iteration 2F (76221.950000 sec): 3 clusters
  Score: Raw -2170154.678739 + Penalty 4731.520729 = -2165423.158010
  nChanged 801
		SP:Iteration 3F (76222.240000 sec): 3 clusters
  Score: Raw -2170573.907882 + Penalty 4731.520729 = -2165842.387153
  nChanged 767
		SP:Iteration 4F (76222.570000 sec): 3 clusters
  Score: Raw -2171020.189405 + Penalty 4731.520729 = -2166288.668676
  nChanged 792
		SP:Iteration 5F (76222.860000 sec): 3 clusters
  Score: Raw -2171505.816348 + Penalty 4731.520729 = -2166774.295619
  nChanged 787
		SP:Iteration 6F (76223.150000 sec): 3 clusters
  Score: Raw -2172045.764443 + Penalty 4731.520729 = -2167314.243714
  nChanged 778
		SP:Iteration 7F (76223.430000 sec): 3 clusters
  Score: Raw -2172614.268233 + Penalty 4731.520729 = -2167882.747505
  nChanged 712
		SP:Iteration 8F (76223.690000 sec): 3 clusters
  Score: Raw -2173140.897044 + Penalty 4731.520729 = -2168409.376315
  nChanged 579
		SP:Iteration 9Q (76224.000000 sec): 3 clusters
  Score: Raw -2173557.616239 + Penalty 4731.520729 = -2168826.095510
  nChanged 412
		SP:Iteration 10Q (76224.260000 sec): 3 clusters
  Score: Raw -2173833.615641 + Penalty 4731.520729 = -2169102.094913
  nChanged 345
		SP:Iteration 11Q (76224.530000 sec): 3 clusters
  Score: Raw -2174056.826832 + Penalty 4731.520729 = -2169325.306103
  nChanged 266
		SP:Iteration 12Q (76224.810000 sec): 3 clusters
  Score: Raw -2174245.199766 + Penalty 4731.520729 = -2169513.679037
  nChanged 221
		SP:Iteration 13Q (76225.170000 sec): 3 clusters
  Score: Raw -2174400.812930 + Penalty 4731.520729 = -2169669.292202
  nChanged 185
		SP:Iteration 14Q (76225.470000 sec): 3 clusters
  Score: Raw -2174512.192085 + Penalty 4731.520729 = -2169780.671356
  nChanged 135
		SP:Iteration 15Q (76225.750000 sec): 3 clusters
  Score: Raw -2174589.901412 + Penalty 4731.520729 = -2169858.380684
  nChanged 98
		SP:Iteration 16Q (76226.050000 sec): 3 clusters
  Score: Raw -2174642.585744 + Penalty 4731.520729 = -2169911.065015
  nChanged 86
		SP:Iteration 17Q (76226.270000 sec): 3 clusters
  Score: Raw -2174688.249029 + Penalty 4731.520729 = -2169956.728301
  nChanged 71
		SP:Iteration 18Q (76226.580000 sec): 3 clusters
  Score: Raw -2174730.565062 + Penalty 4731.520729 = -2169999.044333
  nChanged 72
		SP:Iteration 19Q (76226.880000 sec): 3 clusters
  Score: Raw -2174778.955102 + Penalty 4731.520729 = -2170047.434374
  nChanged 76
		SP:Iteration 20F (76227.230000 sec): 3 clusters
  Score: Raw -2174825.500101 + Penalty 4731.520729 = -2170093.979372
  nChanged 69
		SP:Iteration 21Q (76227.480000 sec): 3 clusters
  Score: Raw -2174873.286314 + Penalty 4731.520729 = -2170141.765585
  nChanged 86
		SP:Iteration 22Q (76227.800000 sec): 3 clusters
  Score: Raw -2174940.699738 + Penalty 4731.520729 = -2170209.179010
  nChanged 78
		SP:Iteration 23Q (76228.090000 sec): 3 clusters
  Score: Raw -2175009.720347 + Penalty 4731.520729 = -2170278.199618
  nChanged 100
		SP:Iteration 24Q (76228.320000 sec): 3 clusters
  Score: Raw -2175087.689203 + Penalty 4731.520729 = -2170356.168475
  nChanged 107
		SP:Iteration 25Q (76228.610000 sec): 3 clusters
  Score: Raw -2175167.101780 + Penalty 4731.520729 = -2170435.581051
  nChanged 122
		SP:Iteration 26Q (76228.900000 sec): 3 clusters
  Score: Raw -2175243.921016 + Penalty 4731.520729 = -2170512.400287
  nChanged 128
		SP:Iteration 27Q (76229.140000 sec): 3 clusters
  Score: Raw -2175346.503593 + Penalty 4731.520729 = -2170614.982864
  nChanged 160
		SP:Iteration 28Q (76229.420000 sec): 3 clusters
  Score: Raw -2175460.552360 + Penalty 4731.520729 = -2170729.031631
  nChanged 177
		SP:Iteration 29Q (76229.720000 sec): 3 clusters
  Score: Raw -2175590.718453 + Penalty 4731.520729 = -2170859.197725
  nChanged 199
		SP:Iteration 30Q (76230.010000 sec): 3 clusters
  Score: Raw -2175753.849216 + Penalty 4731.520729 = -2171022.328488
  nChanged 213
		SP:Iteration 31Q (76230.250000 sec): 3 clusters
  Score: Raw -2175907.355554 + Penalty 4731.520729 = -2171175.834825
  nChanged 202
		SP:Iteration 32Q (76230.580000 sec): 3 clusters
  Score: Raw -2176037.374479 + Penalty 4731.520729 = -2171305.853750
  nChanged 185
		SP:Iteration 33Q (76230.830000 sec): 3 clusters
  Score: Raw -2176141.059484 + Penalty 4731.520729 = -2171409.538755
  nChanged 148
		SP:Iteration 34Q (76231.120000 sec): 3 clusters
  Score: Raw -2176212.858748 + Penalty 4731.520729 = -2171481.338019
  nChanged 115
		SP:Iteration 35Q (76231.350000 sec): 3 clusters
  Score: Raw -2176258.298448 + Penalty 4731.520729 = -2171526.777719
  nChanged 87
		SP:Iteration 36Q (76231.570000 sec): 3 clusters
  Score: Raw -2176286.958742 + Penalty 4731.520729 = -2171555.438013
  nChanged 58
		SP:Iteration 37Q (76231.800000 sec): 3 clusters
  Score: Raw -2176303.275002 + Penalty 4731.520729 = -2171571.754273
  nChanged 47
		SP:Iteration 38Q (76232.030000 sec): 3 clusters
  Score: Raw -2176314.116164 + Penalty 4731.520729 = -2171582.595435
  nChanged 26
		SP:Iteration 39Q (76232.330000 sec): 3 clusters
  Score: Raw -2176319.066361 + Penalty 4731.520729 = -2171587.545632
  nChanged 23
		SP:Iteration 40F (76232.570000 sec): 3 clusters
  Score: Raw -2176324.376184 + Penalty 4731.520729 = -2171592.855455
  nChanged 18
		SP:Iteration 41Q (76232.890000 sec): 3 clusters
  Score: Raw -2176328.015024 + Penalty 4731.520729 = -2171596.494295
  nChanged 24
		SP:Iteration 42Q (76233.130000 sec): 3 clusters
  Score: Raw -2176333.800543 + Penalty 4731.520729 = -2171602.279814
  nChanged 21
		SP:Iteration 43Q (76233.350000 sec): 3 clusters
  Score: Raw -2176338.463604 + Penalty 4731.520729 = -2171606.942875
  nChanged 19
		SP:Iteration 44Q (76233.570000 sec): 3 clusters
  Score: Raw -2176342.230760 + Penalty 4731.520729 = -2171610.710032
  nChanged 15
		SP:Iteration 45Q (76233.830000 sec): 3 clusters
  Score: Raw -2176345.050410 + Penalty 4731.520729 = -2171613.529681
  nChanged 19
		SP:Iteration 46Q (76234.070000 sec): 3 clusters
  Score: Raw -2176348.875396 + Penalty 4731.520729 = -2171617.354667
  nChanged 13
		SP:Iteration 47Q (76234.350000 sec): 3 clusters
  Score: Raw -2176351.921637 + Penalty 4731.520729 = -2171620.400908
  nChanged 12
		SP:Iteration 48Q (76234.610000 sec): 3 clusters
  Score: Raw -2176353.927600 + Penalty 4731.520729 = -2171622.406871
  nChanged 12
		SP:Iteration 49Q (76234.940000 sec): 3 clusters
  Score: Raw -2176356.497625 + Penalty 4731.520729 = -2171624.976896
  nChanged 7
		SP:Iteration 50Q (76235.280000 sec): 3 clusters
  Score: Raw -2176357.947775 + Penalty 4731.520729 = -2171626.427046
  nChanged 7
		SP:Iteration 51Q (76235.610000 sec): 3 clusters
  Score: Raw -2176359.362794 + Penalty 4731.520729 = -2171627.842066
  nChanged 4
		SP:Iteration 52Q (76235.860000 sec): 3 clusters
  Score: Raw -2176360.155717 + Penalty 4731.520729 = -2171628.634989
  nChanged 7
		SP:Iteration 53Q (76236.100000 sec): 3 clusters
  Score: Raw -2176361.755546 + Penalty 4731.520729 = -2171630.234817
  nChanged 6
		SP:Iteration 54Q (76236.360000 sec): 3 clusters
  Score: Raw -2176362.937339 + Penalty 4731.520729 = -2171631.416610
  nChanged 6
		SP:Iteration 55Q (76236.640000 sec): 3 clusters
  Score: Raw -2176363.834809 + Penalty 4731.520729 = -2171632.314081
  nChanged 6
		SP:Iteration 56Q (76236.920000 sec): 3 clusters
  Score: Raw -2176365.227340 + Penalty 4731.520729 = -2171633.706612
  nChanged 7
		SP:Iteration 57Q (76237.200000 sec): 3 clusters
  Score: Raw -2176366.801855 + Penalty 4731.520729 = -2171635.281126
  nChanged 10
		SP:Iteration 58Q (76237.580000 sec): 3 clusters
  Score: Raw -2176368.506194 + Penalty 4731.520729 = -2171636.985465
  nChanged 6
		SP:Iteration 59Q (76237.890000 sec): 3 clusters
  Score: Raw -2176369.559112 + Penalty 4731.520729 = -2171638.038383
  nChanged 7
		SP:Iteration 60F (76238.300000 sec): 3 clusters
  Score: Raw -2176370.917434 + Penalty 4731.520729 = -2171639.396705
  nChanged 9
		SP:Iteration 61Q (76238.540000 sec): 3 clusters
  Score: Raw -2176372.730540 + Penalty 4731.520729 = -2171641.209812
  nChanged 14
		SP:Iteration 62Q (76238.840000 sec): 3 clusters
  Score: Raw -2176375.606143 + Penalty 4731.520729 = -2171644.085415
  nChanged 10
		SP:Iteration 63Q (76239.180000 sec): 3 clusters
  Score: Raw -2176377.650386 + Penalty 4731.520729 = -2171646.129657
  nChanged 12
		SP:Iteration 64Q (76239.430000 sec): 3 clusters
  Score: Raw -2176379.923166 + Penalty 4731.520729 = -2171648.402438
  nChanged 8
		SP:Iteration 65Q (76239.760000 sec): 3 clusters
  Score: Raw -2176381.332230 + Penalty 4731.520729 = -2171649.811501
  nChanged 6
		SP:Iteration 66Q (76240.050000 sec): 3 clusters
  Score: Raw -2176382.686356 + Penalty 4731.520729 = -2171651.165628
  nChanged 10
		SP:Iteration 67Q (76240.360000 sec): 3 clusters
  Score: Raw -2176384.446054 + Penalty 4731.520729 = -2171652.925325
  nChanged 16
		SP:Iteration 68Q (76240.640000 sec): 3 clusters
  Score: Raw -2176387.282654 + Penalty 4731.520729 = -2171655.761926
  nChanged 12
		SP:Iteration 69Q (76240.870000 sec): 3 clusters
  Score: Raw -2176389.861786 + Penalty 4731.520729 = -2171658.341058
  nChanged 7
		SP:Iteration 70Q (76241.150000 sec): 3 clusters
  Score: Raw -2176391.153241 + Penalty 4731.520729 = -2171659.632513
  nChanged 3
		SP:Iteration 71Q (76241.420000 sec): 3 clusters
  Score: Raw -2176391.663428 + Penalty 4731.520729 = -2171660.142699
  nChanged 3
		SP:Iteration 72Q (76241.720000 sec): 3 clusters
  Score: Raw -2176392.044365 + Penalty 4731.520729 = -2171660.523636
  nChanged 3
		SP:Iteration 73Q (76241.980000 sec): 3 clusters
  Score: Raw -2176392.345218 + Penalty 4731.520729 = -2171660.824489
  nChanged 3
		SP:Iteration 74Q (76242.260000 sec): 3 clusters
  Score: Raw -2176392.936232 + Penalty 4731.520729 = -2171661.415503
  nChanged 5
		SP:Iteration 75Q (76242.550000 sec): 3 clusters
  Score: Raw -2176393.745520 + Penalty 4731.520729 = -2171662.224791
  nChanged 6
		SP:Iteration 76Q (76242.820000 sec): 3 clusters
  Score: Raw -2176394.731565 + Penalty 4731.520729 = -2171663.210836
  nChanged 6
		SP:Iteration 77Q (76243.100000 sec): 3 clusters
  Score: Raw -2176395.626604 + Penalty 4731.520729 = -2171664.105875
  nChanged 4
		SP:Iteration 78Q (76243.370000 sec): 3 clusters
  Score: Raw -2176396.387804 + Penalty 4731.520729 = -2171664.867076
  nChanged 6
		SP:Iteration 79Q (76243.640000 sec): 3 clusters
  Score: Raw -2176397.512584 + Penalty 4731.520729 = -2171665.991855
  nChanged 6
		SP:Iteration 80F (76243.850000 sec): 3 clusters
  Score: Raw -2176398.483594 + Penalty 4731.520729 = -2171666.962865
  nChanged 5
		SP:Iteration 81Q (76244.110000 sec): 3 clusters
  Score: Raw -2176399.125750 + Penalty 4731.520729 = -2171667.605021
  nChanged 4
		SP:Iteration 82Q (76244.330000 sec): 3 clusters
  Score: Raw -2176399.809508 + Penalty 4731.520729 = -2171668.288780
  nChanged 2
		SP:Iteration 83Q (76244.560000 sec): 3 clusters
  Score: Raw -2176400.118611 + Penalty 4731.520729 = -2171668.597882
  nChanged 2
		SP:Iteration 84Q (76244.750000 sec): 3 clusters
  Score: Raw -2176400.496088 + Penalty 4731.520729 = -2171668.975359
  nChanged 2
		SP:Iteration 85Q (76245.040000 sec): 3 clusters
  Score: Raw -2176400.718015 + Penalty 4731.520729 = -2171669.197286
  nChanged 2
		SP:Iteration 86Q (76245.280000 sec): 3 clusters
  Score: Raw -2176401.087712 + Penalty 4731.520729 = -2171669.566984
  nChanged 5
		SP:Iteration 87Q (76245.530000 sec): 3 clusters
  Score: Raw -2176402.015314 + Penalty 4731.520729 = -2171670.494585
  nChanged 5
		SP:Iteration 88Q (76245.820000 sec): 3 clusters
  Score: Raw -2176402.839168 + Penalty 4731.520729 = -2171671.318439
  nChanged 3
		SP:Iteration 89Q (76246.100000 sec): 3 clusters
  Score: Raw -2176403.326510 + Penalty 4731.520729 = -2171671.805781
  nChanged 2
		SP:Iteration 90Q (76246.330000 sec): 3 clusters
  Score: Raw -2176403.577606 + Penalty 4731.520729 = -2171672.056877
  nChanged 0
		SP:Iteration 91F (76246.530000 sec): 3 clusters
  Score: Raw -2176403.577606 + Penalty 4731.520729 = -2171672.056877
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (6491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76246.670000 sec): 2 clusters
  Score: Raw -1013938.000902 + Penalty 2176.986626 = -1011761.014275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76246.920000 sec): 3 clusters
  Score: Raw -1010599.790329 + Penalty 4353.973253 = -1006245.817076
  nChanged 2600
		SP:Iteration 1F (76247.110000 sec): 3 clusters
  Score: Raw -1012060.778278 + Penalty 4353.973253 = -1007706.805025
  nChanged 531
		SP:Iteration 2F (76247.280000 sec): 3 clusters
  Score: Raw -1012373.334517 + Penalty 4353.973253 = -1008019.361264
  nChanged 387
		SP:Iteration 3F (76247.490000 sec): 3 clusters
  Score: Raw -1012600.061433 + Penalty 4353.973253 = -1008246.088180
  nChanged 323
		SP:Iteration 4Q (76247.690000 sec): 3 clusters
  Score: Raw -1012822.846598 + Penalty 4353.973253 = -1008468.873345
  nChanged 340
		SP:Iteration 5F (76247.890000 sec): 3 clusters
  Score: Raw -1013057.996138 + Penalty 4353.973253 = -1008704.022885
  nChanged 322
		SP:Iteration 6Q (76248.090000 sec): 3 clusters
  Score: Raw -1013285.888734 + Penalty 4353.973253 = -1008931.915481
  nChanged 301
		SP:Iteration 7Q (76248.330000 sec): 3 clusters
  Score: Raw -1013505.149907 + Penalty 4353.973253 = -1009151.176654
  nChanged 265
		SP:Iteration 8Q (76248.530000 sec): 3 clusters
  Score: Raw -1013682.922410 + Penalty 4353.973253 = -1009328.949157
  nChanged 245
		SP:Iteration 9Q (76248.760000 sec): 3 clusters
  Score: Raw -1013835.534776 + Penalty 4353.973253 = -1009481.561523
  nChanged 192
		SP:Iteration 10Q (76248.910000 sec): 3 clusters
  Score: Raw -1013945.949107 + Penalty 4353.973253 = -1009591.975854
  nChanged 152
		SP:Iteration 11Q (76249.090000 sec): 3 clusters
  Score: Raw -1014034.351283 + Penalty 4353.973253 = -1009680.378030
  nChanged 102
		SP:Iteration 12Q (76249.290000 sec): 3 clusters
  Score: Raw -1014088.388135 + Penalty 4353.973253 = -1009734.414882
  nChanged 89
		SP:Iteration 13Q (76249.460000 sec): 3 clusters
  Score: Raw -1014127.082158 + Penalty 4353.973253 = -1009773.108905
  nChanged 63
		SP:Iteration 14Q (76249.610000 sec): 3 clusters
  Score: Raw -1014152.293870 + Penalty 4353.973253 = -1009798.320617
  nChanged 50
		SP:Iteration 15Q (76249.850000 sec): 3 clusters
  Score: Raw -1014170.571176 + Penalty 4353.973253 = -1009816.597923
  nChanged 46
		SP:Iteration 16Q (76250.040000 sec): 3 clusters
  Score: Raw -1014189.653127 + Penalty 4353.973253 = -1009835.679874
  nChanged 48
		SP:Iteration 17Q (76250.190000 sec): 3 clusters
  Score: Raw -1014211.302970 + Penalty 4353.973253 = -1009857.329717
  nChanged 56
		SP:Iteration 18Q (76250.410000 sec): 3 clusters
  Score: Raw -1014238.506076 + Penalty 4353.973253 = -1009884.532823
  nChanged 54
		SP:Iteration 19Q (76250.620000 sec): 3 clusters
  Score: Raw -1014266.203869 + Penalty 4353.973253 = -1009912.230616
  nChanged 50
		SP:Iteration 20F (76250.910000 sec): 3 clusters
  Score: Raw -1014294.368482 + Penalty 4353.973253 = -1009940.395229
  nChanged 49
		SP:Iteration 21Q (76251.150000 sec): 3 clusters
  Score: Raw -1014318.625964 + Penalty 4353.973253 = -1009964.652711
  nChanged 27
		SP:Iteration 22Q (76251.410000 sec): 3 clusters
  Score: Raw -1014331.423757 + Penalty 4353.973253 = -1009977.450504
  nChanged 21
		SP:Iteration 23Q (76251.650000 sec): 3 clusters
  Score: Raw -1014339.859469 + Penalty 4353.973253 = -1009985.886216
  nChanged 13
		SP:Iteration 24Q (76251.870000 sec): 3 clusters
  Score: Raw -1014346.531283 + Penalty 4353.973253 = -1009992.558030
  nChanged 24
		SP:Iteration 25Q (76252.030000 sec): 3 clusters
  Score: Raw -1014362.718923 + Penalty 4353.973253 = -1010008.745670
  nChanged 39
		SP:Iteration 26Q (76252.190000 sec): 3 clusters
  Score: Raw -1014386.326287 + Penalty 4353.973253 = -1010032.353034
  nChanged 39
		SP:Iteration 27Q (76252.350000 sec): 3 clusters
  Score: Raw -1014406.010531 + Penalty 4353.973253 = -1010052.037278
  nChanged 29
		SP:Iteration 28Q (76252.570000 sec): 3 clusters
  Score: Raw -1014421.080854 + Penalty 4353.973253 = -1010067.107601
  nChanged 23
		SP:Iteration 29Q (76252.760000 sec): 3 clusters
  Score: Raw -1014433.195914 + Penalty 4353.973253 = -1010079.222661
  nChanged 24
		SP:Iteration 30Q (76252.960000 sec): 3 clusters
  Score: Raw -1014442.653760 + Penalty 4353.973253 = -1010088.680507
  nChanged 19
		SP:Iteration 31Q (76253.240000 sec): 3 clusters
  Score: Raw -1014450.856319 + Penalty 4353.973253 = -1010096.883066
  nChanged 20
		SP:Iteration 32Q (76253.420000 sec): 3 clusters
  Score: Raw -1014460.072314 + Penalty 4353.973253 = -1010106.099061
  nChanged 15
		SP:Iteration 33Q (76253.540000 sec): 3 clusters
  Score: Raw -1014467.483485 + Penalty 4353.973253 = -1010113.510232
  nChanged 10
		SP:Iteration 34Q (76253.740000 sec): 3 clusters
  Score: Raw -1014471.253597 + Penalty 4353.973253 = -1010117.280344
  nChanged 8
		SP:Iteration 35Q (76253.880000 sec): 3 clusters
  Score: Raw -1014474.262145 + Penalty 4353.973253 = -1010120.288892
  nChanged 9
		SP:Iteration 36Q (76254.090000 sec): 3 clusters
  Score: Raw -1014478.304540 + Penalty 4353.973253 = -1010124.331287
  nChanged 13
		SP:Iteration 37Q (76254.220000 sec): 3 clusters
  Score: Raw -1014483.591333 + Penalty 4353.973253 = -1010129.618080
  nChanged 9
		SP:Iteration 38Q (76254.460000 sec): 3 clusters
  Score: Raw -1014488.251540 + Penalty 4353.973253 = -1010134.278287
  nChanged 14
		SP:Iteration 39Q (76254.670000 sec): 3 clusters
  Score: Raw -1014495.286551 + Penalty 4353.973253 = -1010141.313298
  nChanged 19
		SP:Iteration 40F (76254.880000 sec): 3 clusters
  Score: Raw -1014505.988052 + Penalty 4353.973253 = -1010152.014799
  nChanged 24
		SP:Iteration 41Q (76255.060000 sec): 3 clusters
  Score: Raw -1014520.764588 + Penalty 4353.973253 = -1010166.791335
  nChanged 26
		SP:Iteration 42Q (76255.280000 sec): 3 clusters
  Score: Raw -1014535.630450 + Penalty 4353.973253 = -1010181.657197
  nChanged 33
		SP:Iteration 43Q (76255.490000 sec): 3 clusters
  Score: Raw -1014553.016863 + Penalty 4353.973253 = -1010199.043610
  nChanged 25
		SP:Iteration 44Q (76255.720000 sec): 3 clusters
  Score: Raw -1014567.008583 + Penalty 4353.973253 = -1010213.035330
  nChanged 20
		SP:Iteration 45Q (76255.870000 sec): 3 clusters
  Score: Raw -1014580.110798 + Penalty 4353.973253 = -1010226.137545
  nChanged 21
		SP:Iteration 46Q (76256.100000 sec): 3 clusters
  Score: Raw -1014592.690461 + Penalty 4353.973253 = -1010238.717208
  nChanged 24
		SP:Iteration 47Q (76256.230000 sec): 3 clusters
  Score: Raw -1014605.921534 + Penalty 4353.973253 = -1010251.948281
  nChanged 23
		SP:Iteration 48Q (76256.440000 sec): 3 clusters
  Score: Raw -1014616.568915 + Penalty 4353.973253 = -1010262.595662
  nChanged 15
		SP:Iteration 49Q (76256.620000 sec): 3 clusters
  Score: Raw -1014622.440601 + Penalty 4353.973253 = -1010268.467348
  nChanged 12
		SP:Iteration 50Q (76256.810000 sec): 3 clusters
  Score: Raw -1014626.373734 + Penalty 4353.973253 = -1010272.400481
  nChanged 1
		SP:Iteration 51Q (76256.990000 sec): 3 clusters
  Score: Raw -1014626.519209 + Penalty 4353.973253 = -1010272.545956
  nChanged 0
		SP:Iteration 52F (76257.160000 sec): 3 clusters
  Score: Raw -1014626.519209 + Penalty 4353.973253 = -1010272.545956
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (6923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76257.350000 sec): 2 clusters
  Score: Raw -1085669.637705 + Penalty 2192.965911 = -1083476.671794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76257.510000 sec): 3 clusters
  Score: Raw -1082142.665138 + Penalty 4385.931822 = -1077756.733315
  nChanged 2718
		SP:Iteration 1F (76257.670000 sec): 3 clusters
  Score: Raw -1083624.624157 + Penalty 4385.931822 = -1079238.692335
  nChanged 482
		SP:Iteration 2F (76257.900000 sec): 3 clusters
  Score: Raw -1083895.231369 + Penalty 4385.931822 = -1079509.299546
  nChanged 366
		SP:Iteration 3F (76258.110000 sec): 3 clusters
  Score: Raw -1084077.010713 + Penalty 4385.931822 = -1079691.078891
  nChanged 270
		SP:Iteration 4Q (76258.290000 sec): 3 clusters
  Score: Raw -1084213.406167 + Penalty 4385.931822 = -1079827.474344
  nChanged 232
		SP:Iteration 5Q (76258.420000 sec): 3 clusters
  Score: Raw -1084348.855381 + Penalty 4385.931822 = -1079962.923558
  nChanged 250
		SP:Iteration 6Q (76258.550000 sec): 3 clusters
  Score: Raw -1084508.213086 + Penalty 4385.931822 = -1080122.281264
  nChanged 244
		SP:Iteration 7Q (76258.720000 sec): 3 clusters
  Score: Raw -1084671.960075 + Penalty 4385.931822 = -1080286.028252
  nChanged 244
		SP:Iteration 8Q (76258.900000 sec): 3 clusters
  Score: Raw -1084860.842812 + Penalty 4385.931822 = -1080474.910990
  nChanged 270
		SP:Iteration 9Q (76259.090000 sec): 3 clusters
  Score: Raw -1085073.474119 + Penalty 4385.931822 = -1080687.542297
  nChanged 269
		SP:Iteration 10Q (76259.290000 sec): 3 clusters
  Score: Raw -1085282.784406 + Penalty 4385.931822 = -1080896.852584
  nChanged 251
		SP:Iteration 11Q (76259.490000 sec): 3 clusters
  Score: Raw -1085487.227075 + Penalty 4385.931822 = -1081101.295252
  nChanged 245
		SP:Iteration 12Q (76259.690000 sec): 3 clusters
  Score: Raw -1085679.312070 + Penalty 4385.931822 = -1081293.380248
  nChanged 226
		SP:Iteration 13Q (76259.820000 sec): 3 clusters
  Score: Raw -1085865.132018 + Penalty 4385.931822 = -1081479.200195
  nChanged 210
		SP:Iteration 14Q (76259.980000 sec): 3 clusters
  Score: Raw -1086014.787610 + Penalty 4385.931822 = -1081628.855787
  nChanged 184
		SP:Iteration 15Q (76260.220000 sec): 3 clusters
  Score: Raw -1086152.424387 + Penalty 4385.931822 = -1081766.492565
  nChanged 156
		SP:Iteration 16Q (76260.340000 sec): 3 clusters
  Score: Raw -1086272.539808 + Penalty 4385.931822 = -1081886.607985
  nChanged 147
		SP:Iteration 17Q (76260.500000 sec): 3 clusters
  Score: Raw -1086385.689679 + Penalty 4385.931822 = -1081999.757856
  nChanged 130
		SP:Iteration 18Q (76260.720000 sec): 3 clusters
  Score: Raw -1086479.467271 + Penalty 4385.931822 = -1082093.535448
  nChanged 104
		SP:Iteration 19Q (76260.930000 sec): 3 clusters
  Score: Raw -1086551.197607 + Penalty 4385.931822 = -1082165.265784
  nChanged 91
		SP:Iteration 20F (76261.070000 sec): 3 clusters
  Score: Raw -1086618.475440 + Penalty 4385.931822 = -1082232.543618
  nChanged 85
		SP:Iteration 21Q (76261.280000 sec): 3 clusters
  Score: Raw -1086674.022807 + Penalty 4385.931822 = -1082288.090985
  nChanged 73
		SP:Iteration 22Q (76261.530000 sec): 3 clusters
  Score: Raw -1086720.686529 + Penalty 4385.931822 = -1082334.754707
  nChanged 60
		SP:Iteration 23Q (76261.730000 sec): 3 clusters
  Score: Raw -1086760.940881 + Penalty 4385.931822 = -1082375.009059
  nChanged 48
		SP:Iteration 24Q (76261.940000 sec): 3 clusters
  Score: Raw -1086793.790401 + Penalty 4385.931822 = -1082407.858579
  nChanged 47
		SP:Iteration 25Q (76262.110000 sec): 3 clusters
  Score: Raw -1086821.404352 + Penalty 4385.931822 = -1082435.472530
  nChanged 47
		SP:Iteration 26Q (76262.340000 sec): 3 clusters
  Score: Raw -1086840.065479 + Penalty 4385.931822 = -1082454.133656
  nChanged 33
		SP:Iteration 27Q (76262.510000 sec): 3 clusters
  Score: Raw -1086853.106049 + Penalty 4385.931822 = -1082467.174227
  nChanged 29
		SP:Iteration 28Q (76262.710000 sec): 3 clusters
  Score: Raw -1086863.914779 + Penalty 4385.931822 = -1082477.982957
  nChanged 26
		SP:Iteration 29Q (76262.820000 sec): 3 clusters
  Score: Raw -1086874.592272 + Penalty 4385.931822 = -1082488.660449
  nChanged 29
		SP:Iteration 30Q (76262.970000 sec): 3 clusters
  Score: Raw -1086886.230134 + Penalty 4385.931822 = -1082500.298311
  nChanged 34
		SP:Iteration 31Q (76263.200000 sec): 3 clusters
  Score: Raw -1086900.610596 + Penalty 4385.931822 = -1082514.678773
  nChanged 25
		SP:Iteration 32Q (76263.320000 sec): 3 clusters
  Score: Raw -1086910.287656 + Penalty 4385.931822 = -1082524.355834
  nChanged 25
		SP:Iteration 33Q (76263.530000 sec): 3 clusters
  Score: Raw -1086918.924964 + Penalty 4385.931822 = -1082532.993141
  nChanged 15
		SP:Iteration 34Q (76263.720000 sec): 3 clusters
  Score: Raw -1086924.980652 + Penalty 4385.931822 = -1082539.048829
  nChanged 15
		SP:Iteration 35Q (76263.940000 sec): 3 clusters
  Score: Raw -1086929.599532 + Penalty 4385.931822 = -1082543.667709
  nChanged 11
		SP:Iteration 36Q (76264.120000 sec): 3 clusters
  Score: Raw -1086933.799319 + Penalty 4385.931822 = -1082547.867496
  nChanged 11
		SP:Iteration 37Q (76264.280000 sec): 3 clusters
  Score: Raw -1086937.232955 + Penalty 4385.931822 = -1082551.301133
  nChanged 8
		SP:Iteration 38Q (76264.470000 sec): 3 clusters
  Score: Raw -1086939.424674 + Penalty 4385.931822 = -1082553.492852
  nChanged 4
		SP:Iteration 39Q (76264.700000 sec): 3 clusters
  Score: Raw -1086940.221318 + Penalty 4385.931822 = -1082554.289496
  nChanged 5
		SP:Iteration 40F (76264.880000 sec): 3 clusters
  Score: Raw -1086941.330819 + Penalty 4385.931822 = -1082555.398996
  nChanged 5
		SP:Iteration 41Q (76265.060000 sec): 3 clusters
  Score: Raw -1086942.514607 + Penalty 4385.931822 = -1082556.582785
  nChanged 2
		SP:Iteration 42Q (76265.270000 sec): 3 clusters
  Score: Raw -1086942.902448 + Penalty 4385.931822 = -1082556.970625
  nChanged 1
		SP:Iteration 43Q (76265.470000 sec): 3 clusters
  Score: Raw -1086943.119197 + Penalty 4385.931822 = -1082557.187374
  nChanged 0
		SP:Iteration 44F (76265.710000 sec): 3 clusters
  Score: Raw -1086943.119197 + Penalty 4385.931822 = -1082557.187374
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (2330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76265.800000 sec): 2 clusters
  Score: Raw -364006.524963 + Penalty 1922.898640 = -362083.626323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76265.980000 sec): 3 clusters
  Score: Raw -363066.522692 + Penalty 3845.797279 = -359220.725413
  nChanged 750
		SP:Iteration 1F (76266.170000 sec): 3 clusters
  Score: Raw -363608.908642 + Penalty 3845.797279 = -359763.111363
  nChanged 191
		SP:Iteration 2F (76266.370000 sec): 3 clusters
  Score: Raw -363769.874487 + Penalty 3845.797279 = -359924.077208
  nChanged 109
		SP:Iteration 3Q (76266.560000 sec): 3 clusters
  Score: Raw -363866.908285 + Penalty 3845.797279 = -360021.111006
  nChanged 86
		SP:Iteration 4Q (76266.760000 sec): 3 clusters
  Score: Raw -363938.575789 + Penalty 3845.797279 = -360092.778510
  nChanged 62
		SP:Iteration 5Q (76266.940000 sec): 3 clusters
  Score: Raw -363991.249822 + Penalty 3845.797279 = -360145.452543
  nChanged 49
		SP:Iteration 6Q (76267.140000 sec): 3 clusters
  Score: Raw -364035.151867 + Penalty 3845.797279 = -360189.354588
  nChanged 53
		SP:Iteration 7Q (76267.300000 sec): 3 clusters
  Score: Raw -364079.370870 + Penalty 3845.797279 = -360233.573591
  nChanged 40
		SP:Iteration 8Q (76267.460000 sec): 3 clusters
  Score: Raw -364112.211839 + Penalty 3845.797279 = -360266.414560
  nChanged 44
		SP:Iteration 9Q (76267.640000 sec): 3 clusters
  Score: Raw -364147.179227 + Penalty 3845.797279 = -360301.381948
  nChanged 38
		SP:Iteration 10Q (76267.800000 sec): 3 clusters
  Score: Raw -364170.155319 + Penalty 3845.797279 = -360324.358040
  nChanged 20
		SP:Iteration 11Q (76267.980000 sec): 3 clusters
  Score: Raw -364180.980482 + Penalty 3845.797279 = -360335.183203
  nChanged 9
		SP:Iteration 12Q (76268.160000 sec): 3 clusters
  Score: Raw -364185.801290 + Penalty 3845.797279 = -360340.004011
  nChanged 12
		SP:Iteration 13Q (76268.330000 sec): 3 clusters
  Score: Raw -364191.502702 + Penalty 3845.797279 = -360345.705423
  nChanged 10
		SP:Iteration 14Q (76268.510000 sec): 3 clusters
  Score: Raw -364196.151547 + Penalty 3845.797279 = -360350.354268
  nChanged 7
		SP:Iteration 15Q (76268.680000 sec): 3 clusters
  Score: Raw -364199.931028 + Penalty 3845.797279 = -360354.133748
  nChanged 8
		SP:Iteration 16Q (76268.860000 sec): 3 clusters
  Score: Raw -364203.235495 + Penalty 3845.797279 = -360357.438216
  nChanged 2
		SP:Iteration 17Q (76269.040000 sec): 3 clusters
  Score: Raw -364203.679892 + Penalty 3845.797279 = -360357.882613
  nChanged 1
		SP:Iteration 18Q (76269.260000 sec): 3 clusters
  Score: Raw -364203.939267 + Penalty 3845.797279 = -360358.141988
  nChanged 1
		SP:Iteration 19Q (76269.430000 sec): 3 clusters
  Score: Raw -364204.163332 + Penalty 3845.797279 = -360358.366053
  nChanged 0
		SP:Iteration 20F (76269.620000 sec): 3 clusters
  Score: Raw -364204.163332 + Penalty 3845.797279 = -360358.366053
  nChanged 0
Iteration 299Q (76525.930000 sec): 81 clusters
  Score: Raw -289233392.792970 + Penalty 286545.140364 = -288946847.652607
  nChanged 157
Iteration 300F (76958.570000 sec): 81 clusters
  Score: Raw -289233402.948279 + Penalty 286545.140364 = -288946857.807915
  nChanged 173
Iteration 301Q (77213.510000 sec): 81 clusters
  Score: Raw -289233415.771653 + Penalty 286545.140364 = -288946870.631289
  nChanged 162
Iteration 302Q (77468.680000 sec): 81 clusters
  Score: Raw -289233430.428493 + Penalty 286545.140364 = -288946885.288129
  nChanged 183
Iteration 303Q (77735.460000 sec): 81 clusters
  Score: Raw -289233447.179648 + Penalty 286545.140364 = -288946902.039285
  nChanged 173
Iteration 304Q (77986.740000 sec): 81 clusters
  Score: Raw -289233461.515038 + Penalty 286545.140364 = -288946916.374674
  nChanged 161
Iteration 305Q (78242.410000 sec): 81 clusters
  Score: Raw -289233473.641985 + Penalty 286545.140364 = -288946928.501621
  nChanged 139
Iteration 306Q (78514.780000 sec): 81 clusters
  Score: Raw -289233485.191355 + Penalty 286545.140364 = -288946940.050991
  nChanged 136
Iteration 307Q (78770.100000 sec): 81 clusters
  Score: Raw -289233495.716606 + Penalty 286545.140364 = -288946950.576242
  nChanged 119
Iteration 308Q (79029.580000 sec): 81 clusters
  Score: Raw -289233505.130144 + Penalty 286545.140364 = -288946959.989780
  nChanged 110
Iteration 309Q (79293.500000 sec): 81 clusters
  Score: Raw -289233513.498715 + Penalty 286545.140364 = -288946968.358351
  nChanged 103
Iteration 310Q (79551.100000 sec): 81 clusters
  Score: Raw -289233521.012538 + Penalty 286545.140364 = -288946975.872174
  nChanged 95
Iteration 311Q (79786.900000 sec): 81 clusters
  Score: Raw -289233527.697616 + Penalty 286545.140364 = -288946982.557252
  nChanged 111
Iteration 312Q (80017.880000 sec): 81 clusters
  Score: Raw -289233535.462675 + Penalty 286545.140364 = -288946990.322311
  nChanged 111
Iteration 313Q (80264.940000 sec): 81 clusters
  Score: Raw -289233542.918222 + Penalty 286545.140364 = -288946997.777859
  nChanged 94
Iteration 314Q (80517.410000 sec): 81 clusters
  Score: Raw -289233550.264252 + Penalty 286545.140364 = -288947005.123888
  nChanged 119
Iteration 315Q (80789.370000 sec): 81 clusters
  Score: Raw -289233557.048733 + Penalty 286545.140364 = -288947011.908369
  nChanged 101
Iteration 316Q (81048.000000 sec): 81 clusters
  Score: Raw -289233562.865070 + Penalty 286545.140364 = -288947017.724706
  nChanged 82
Iteration 317Q (81291.260000 sec): 81 clusters
  Score: Raw -289233568.551423 + Penalty 286545.140364 = -288947023.411059
  nChanged 110
Iteration 318Q (81563.490000 sec): 81 clusters
  Score: Raw -289233576.037637 + Penalty 286545.140364 = -288947030.897273
  nChanged 118
Iteration 319Q (81818.880000 sec): 81 clusters
  Score: Raw -289233584.217743 + Penalty 286545.140364 = -288947039.077379
  nChanged 114
Iteration 320F (82236.050000 sec): 81 clusters
  Score: Raw -289233590.846960 + Penalty 286545.140364 = -288947045.706597
  nChanged 99
Iteration 321Q (82495.370000 sec): 81 clusters
  Score: Raw -289233596.574834 + Penalty 286545.140364 = -288947051.434470
  nChanged 84
Iteration 322Q (82757.850000 sec): 81 clusters
  Score: Raw -289233601.920028 + Penalty 286545.140364 = -288947056.779664
  nChanged 98
Iteration 323Q (83009.090000 sec): 81 clusters
  Score: Raw -289233608.248334 + Penalty 286545.140364 = -288947063.107970
  nChanged 102
Iteration 324Q (83267.210000 sec): 81 clusters
  Score: Raw -289233614.877559 + Penalty 286545.140364 = -288947069.737195
  nChanged 103
Iteration 325Q (83531.880000 sec): 81 clusters
  Score: Raw -289233621.485764 + Penalty 286545.140364 = -288947076.345400
  nChanged 95
Iteration 326Q (83838.350000 sec): 81 clusters
  Score: Raw -289233626.870041 + Penalty 286545.140364 = -288947081.729677
  nChanged 94
Iteration 327Q (84113.220000 sec): 81 clusters
  Score: Raw -289233632.465354 + Penalty 286545.140364 = -288947087.324991
  nChanged 84
Iteration 328Q (84401.980000 sec): 81 clusters
  Score: Raw -289233637.786799 + Penalty 286545.140364 = -288947092.646436
  nChanged 72
Iteration 329Q (84666.660000 sec): 81 clusters
  Score: Raw -289233642.519670 + Penalty 286545.140364 = -288947097.379306
  nChanged 76
Iteration 330Q (84926.960000 sec): 81 clusters
  Score: Raw -289233646.885524 + Penalty 286545.140364 = -288947101.745160
  nChanged 98
Iteration 331Q (85184.040000 sec): 81 clusters
  Score: Raw -289233652.516468 + Penalty 286545.140364 = -288947107.376105
  nChanged 99
Iteration 332Q (85468.260000 sec): 81 clusters
  Score: Raw -289233657.374101 + Penalty 286545.140364 = -288947112.233737
  nChanged 95
Iteration 333Q (85728.920000 sec): 81 clusters
  Score: Raw -289233661.878540 + Penalty 286545.140364 = -288947116.738177
  nChanged 87
Iteration 334Q (85933.660000 sec): 81 clusters
  Score: Raw -289233666.695266 + Penalty 286545.140364 = -288947121.554902
  nChanged 74
Iteration 335Q (86204.160000 sec): 81 clusters
  Score: Raw -289233670.175858 + Penalty 286545.140364 = -288947125.035494
  nChanged 68
Iteration 336Q (86461.830000 sec): 81 clusters
  Score: Raw -289233673.665186 + Penalty 286545.140364 = -288947128.524822
  nChanged 72
Iteration 337Q (86720.750000 sec): 81 clusters
  Score: Raw -289233677.016123 + Penalty 286545.140364 = -288947131.875760
  nChanged 67
Iteration 338Q (86979.350000 sec): 81 clusters
  Score: Raw -289233680.183369 + Penalty 286545.140364 = -288947135.043005
  nChanged 59
Writing temp clu file 
Because OldScore, -288947131.875760, is greater than current (better) Score,-288947135.043005 
 Compute initial score before splitting:   Score: Raw -289233680.183369 + Penalty 286545.140364 = -288947135.043005
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (4999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86979.710000 sec): 2 clusters
  Score: Raw -792693.581532 + Penalty 2112.214307 = -790581.367226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86979.850000 sec): 3 clusters
  Score: Raw -790370.311466 + Penalty 4224.428613 = -786145.882853
  nChanged 1826
		SP:Iteration 1F (86979.990000 sec): 3 clusters
  Score: Raw -791350.014517 + Penalty 4224.428613 = -787125.585904
  nChanged 365
		SP:Iteration 2F (86980.140000 sec): 3 clusters
  Score: Raw -791560.099212 + Penalty 4224.428613 = -787335.670599
  nChanged 243
		SP:Iteration 3Q (86980.290000 sec): 3 clusters
  Score: Raw -791678.791933 + Penalty 4224.428613 = -787454.363320
  nChanged 155
		SP:Iteration 4Q (86980.450000 sec): 3 clusters
  Score: Raw -791759.038847 + Penalty 4224.428613 = -787534.610234
  nChanged 138
		SP:Iteration 5Q (86980.650000 sec): 3 clusters
  Score: Raw -791829.700255 + Penalty 4224.428613 = -787605.271642
  nChanged 120
		SP:Iteration 6Q (86980.850000 sec): 3 clusters
  Score: Raw -791883.391876 + Penalty 4224.428613 = -787658.963263
  nChanged 104
		SP:Iteration 7Q (86981.010000 sec): 3 clusters
  Score: Raw -791929.075093 + Penalty 4224.428613 = -787704.646480
  nChanged 89
		SP:Iteration 8Q (86981.170000 sec): 3 clusters
  Score: Raw -791969.378060 + Penalty 4224.428613 = -787744.949447
  nChanged 91
		SP:Iteration 9Q (86981.330000 sec): 3 clusters
  Score: Raw -792014.340777 + Penalty 4224.428613 = -787789.912164
  nChanged 90
		SP:Iteration 10Q (86981.490000 sec): 3 clusters
  Score: Raw -792055.956543 + Penalty 4224.428613 = -787831.527930
  nChanged 90
		SP:Iteration 11Q (86981.700000 sec): 3 clusters
  Score: Raw -792095.603530 + Penalty 4224.428613 = -787871.174917
  nChanged 71
		SP:Iteration 12Q (86981.900000 sec): 3 clusters
  Score: Raw -792123.029807 + Penalty 4224.428613 = -787898.601194
  nChanged 61
		SP:Iteration 13Q (86982.060000 sec): 3 clusters
  Score: Raw -792147.663616 + Penalty 4224.428613 = -787923.235003
  nChanged 68
		SP:Iteration 14Q (86982.230000 sec): 3 clusters
  Score: Raw -792177.827761 + Penalty 4224.428613 = -787953.399148
  nChanged 62
		SP:Iteration 15Q (86982.390000 sec): 3 clusters
  Score: Raw -792201.424447 + Penalty 4224.428613 = -787976.995834
  nChanged 58
		SP:Iteration 16Q (86982.550000 sec): 3 clusters
  Score: Raw -792223.670582 + Penalty 4224.428613 = -787999.241969
  nChanged 50
		SP:Iteration 17Q (86982.690000 sec): 3 clusters
  Score: Raw -792246.230048 + Penalty 4224.428613 = -788021.801435
  nChanged 53
		SP:Iteration 18Q (86982.870000 sec): 3 clusters
  Score: Raw -792269.615387 + Penalty 4224.428613 = -788045.186774
  nChanged 54
		SP:Iteration 19Q (86983.030000 sec): 3 clusters
  Score: Raw -792291.481112 + Penalty 4224.428613 = -788067.052499
  nChanged 50
		SP:Iteration 20F (86983.190000 sec): 3 clusters
  Score: Raw -792311.567827 + Penalty 4224.428613 = -788087.139214
  nChanged 56
		SP:Iteration 21Q (86983.350000 sec): 3 clusters
  Score: Raw -792341.044258 + Penalty 4224.428613 = -788116.615645
  nChanged 67
		SP:Iteration 22Q (86983.510000 sec): 3 clusters
  Score: Raw -792373.980968 + Penalty 4224.428613 = -788149.552355
  nChanged 70
		SP:Iteration 23Q (86983.670000 sec): 3 clusters
  Score: Raw -792405.576488 + Penalty 4224.428613 = -788181.147875
  nChanged 70
		SP:Iteration 24Q (86983.830000 sec): 3 clusters
  Score: Raw -792441.786509 + Penalty 4224.428613 = -788217.357896
  nChanged 79
		SP:Iteration 25Q (86983.990000 sec): 3 clusters
  Score: Raw -792483.479184 + Penalty 4224.428613 = -788259.050571
  nChanged 74
		SP:Iteration 26Q (86984.150000 sec): 3 clusters
  Score: Raw -792524.178288 + Penalty 4224.428613 = -788299.749675
  nChanged 73
		SP:Iteration 27Q (86984.310000 sec): 3 clusters
  Score: Raw -792566.927778 + Penalty 4224.428613 = -788342.499165
  nChanged 70
		SP:Iteration 28Q (86984.470000 sec): 3 clusters
  Score: Raw -792609.066941 + Penalty 4224.428613 = -788384.638328
  nChanged 66
		SP:Iteration 29Q (86984.680000 sec): 3 clusters
  Score: Raw -792653.385957 + Penalty 4224.428613 = -788428.957344
  nChanged 61
		SP:Iteration 30Q (86984.840000 sec): 3 clusters
  Score: Raw -792689.006467 + Penalty 4224.428613 = -788464.577854
  nChanged 58
		SP:Iteration 31Q (86985.000000 sec): 3 clusters
  Score: Raw -792720.055668 + Penalty 4224.428613 = -788495.627055
  nChanged 50
		SP:Iteration 32Q (86985.160000 sec): 3 clusters
  Score: Raw -792752.910890 + Penalty 4224.428613 = -788528.482277
  nChanged 51
		SP:Iteration 33Q (86985.350000 sec): 3 clusters
  Score: Raw -792785.982283 + Penalty 4224.428613 = -788561.553670
  nChanged 52
		SP:Iteration 34Q (86985.520000 sec): 3 clusters
  Score: Raw -792824.036095 + Penalty 4224.428613 = -788599.607482
  nChanged 40
		SP:Iteration 35Q (86985.680000 sec): 3 clusters
  Score: Raw -792852.203387 + Penalty 4224.428613 = -788627.774774
  nChanged 25
		SP:Iteration 36Q (86985.840000 sec): 3 clusters
  Score: Raw -792865.085276 + Penalty 4224.428613 = -788640.656663
  nChanged 24
		SP:Iteration 37Q (86986.010000 sec): 3 clusters
  Score: Raw -792879.391368 + Penalty 4224.428613 = -788654.962755
  nChanged 27
		SP:Iteration 38Q (86986.170000 sec): 3 clusters
  Score: Raw -792895.244819 + Penalty 4224.428613 = -788670.816206
  nChanged 22
		SP:Iteration 39Q (86986.330000 sec): 3 clusters
  Score: Raw -792907.171415 + Penalty 4224.428613 = -788682.742802
  nChanged 17
		SP:Iteration 40F (86986.490000 sec): 3 clusters
  Score: Raw -792919.704910 + Penalty 4224.428613 = -788695.276297
  nChanged 19
		SP:Iteration 41Q (86986.650000 sec): 3 clusters
  Score: Raw -792933.561304 + Penalty 4224.428613 = -788709.132691
  nChanged 14
		SP:Iteration 42Q (86986.810000 sec): 3 clusters
  Score: Raw -792942.441302 + Penalty 4224.428613 = -788718.012689
  nChanged 12
		SP:Iteration 43Q (86987.010000 sec): 3 clusters
  Score: Raw -792947.970811 + Penalty 4224.428613 = -788723.542198
  nChanged 6
		SP:Iteration 44Q (86987.170000 sec): 3 clusters
  Score: Raw -792951.139345 + Penalty 4224.428613 = -788726.710732
  nChanged 7
		SP:Iteration 45Q (86987.330000 sec): 3 clusters
  Score: Raw -792955.600459 + Penalty 4224.428613 = -788731.171846
  nChanged 7
		SP:Iteration 46Q (86987.540000 sec): 3 clusters
  Score: Raw -792960.355484 + Penalty 4224.428613 = -788735.926871
  nChanged 8
		SP:Iteration 47Q (86987.740000 sec): 3 clusters
  Score: Raw -792964.325222 + Penalty 4224.428613 = -788739.896609
  nChanged 4
		SP:Iteration 48Q (86987.910000 sec): 3 clusters
  Score: Raw -792966.243743 + Penalty 4224.428613 = -788741.815130
  nChanged 7
		SP:Iteration 49Q (86988.070000 sec): 3 clusters
  Score: Raw -792970.545586 + Penalty 4224.428613 = -788746.116973
  nChanged 9
		SP:Iteration 50Q (86988.230000 sec): 3 clusters
  Score: Raw -792975.351099 + Penalty 4224.428613 = -788750.922486
  nChanged 7
		SP:Iteration 51Q (86988.390000 sec): 3 clusters
  Score: Raw -792980.037533 + Penalty 4224.428613 = -788755.608920
  nChanged 5
		SP:Iteration 52Q (86988.550000 sec): 3 clusters
  Score: Raw -792982.755872 + Penalty 4224.428613 = -788758.327259
  nChanged 0
		SP:Iteration 53F (86988.710000 sec): 3 clusters
  Score: Raw -792982.755872 + Penalty 4224.428613 = -788758.327259
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (130730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86989.580000 sec): 2 clusters
  Score: Raw -21194398.411387 + Penalty 2921.660573 = -21191476.750814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86990.810000 sec): 3 clusters
  Score: Raw -21110020.443380 + Penalty 5843.321146 = -21104177.122234
  nChanged 62116
		SP:Iteration 1F (86991.880000 sec): 3 clusters
  Score: Raw -21145790.383464 + Penalty 5843.321146 = -21139947.062318
  nChanged 4382
		SP:Iteration 2Q (86993.030000 sec): 3 clusters
  Score: Raw -21146965.866219 + Penalty 5843.321146 = -21141122.545073
  nChanged 5326
		SP:Iteration 3Q (86994.160000 sec): 3 clusters
  Score: Raw -21148777.414935 + Penalty 5843.321146 = -21142934.093790
  nChanged 6549
		SP:Iteration 4F (86995.330000 sec): 3 clusters
  Score: Raw -21151581.403177 + Penalty 5843.321146 = -21145738.082032
  nChanged 7762
		SP:Iteration 5F (86996.410000 sec): 3 clusters
  Score: Raw -21155486.538154 + Penalty 5843.321146 = -21149643.217009
  nChanged 8436
		SP:Iteration 6F (86997.400000 sec): 3 clusters
  Score: Raw -21160146.620563 + Penalty 5843.321146 = -21154303.299417
  nChanged 8295
		SP:Iteration 7F (86998.490000 sec): 3 clusters
  Score: Raw -21164900.804857 + Penalty 5843.321146 = -21159057.483711
  nChanged 7744
		SP:Iteration 8F (86999.500000 sec): 3 clusters
  Score: Raw -21169793.374172 + Penalty 5843.321146 = -21163950.053027
  nChanged 7535
		SP:Iteration 9F (87000.610000 sec): 3 clusters
  Score: Raw -21175451.682351 + Penalty 5843.321146 = -21169608.361206
  nChanged 7282
		SP:Iteration 10F (87001.780000 sec): 3 clusters
  Score: Raw -21182156.879423 + Penalty 5843.321146 = -21176313.558278
  nChanged 6168
		SP:Iteration 11Q (87003.050000 sec): 3 clusters
  Score: Raw -21188650.893471 + Penalty 5843.321146 = -21182807.572325
  nChanged 3771
		SP:Iteration 12Q (87004.170000 sec): 3 clusters
  Score: Raw -21192618.142779 + Penalty 5843.321146 = -21186774.821633
  nChanged 1358
		SP:Iteration 13Q (87005.210000 sec): 3 clusters
  Score: Raw -21193996.251322 + Penalty 5843.321146 = -21188152.930176
  nChanged 412
		SP:Iteration 14Q (87006.190000 sec): 3 clusters
  Score: Raw -21194449.799077 + Penalty 5843.321146 = -21188606.477931
  nChanged 114
		SP:Iteration 15Q (87007.220000 sec): 3 clusters
  Score: Raw -21194584.623504 + Penalty 5843.321146 = -21188741.302358
  nChanged 50
		SP:Iteration 16Q (87008.140000 sec): 3 clusters
  Score: Raw -21194652.847994 + Penalty 5843.321146 = -21188809.526848
  nChanged 27
		SP:Iteration 17Q (87009.160000 sec): 3 clusters
  Score: Raw -21194694.758236 + Penalty 5843.321146 = -21188851.437090
  nChanged 19
		SP:Iteration 18Q (87010.100000 sec): 3 clusters
  Score: Raw -21194722.378340 + Penalty 5843.321146 = -21188879.057194
  nChanged 13
		SP:Iteration 19Q (87011.130000 sec): 3 clusters
  Score: Raw -21194735.861892 + Penalty 5843.321146 = -21188892.540747
  nChanged 8
		SP:Iteration 20F (87012.170000 sec): 3 clusters
  Score: Raw -21194746.344557 + Penalty 5843.321146 = -21188903.023411
  nChanged 4
		SP:Iteration 21Q (87013.140000 sec): 3 clusters
  Score: Raw -21194751.160436 + Penalty 5843.321146 = -21188907.839290
  nChanged 2
		SP:Iteration 22Q (87014.090000 sec): 3 clusters
  Score: Raw -21194756.497774 + Penalty 5843.321146 = -21188913.176629
  nChanged 2
		SP:Iteration 23Q (87015.060000 sec): 3 clusters
  Score: Raw -21194758.793180 + Penalty 5843.321146 = -21188915.472035
  nChanged 0
		SP:Iteration 24F (87016.130000 sec): 3 clusters
  Score: Raw -21194758.793180 + Penalty 5843.321146 = -21188915.472035
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87016.370000 sec): 2 clusters
  Score: Raw -1338766.594604 + Penalty 2255.681652 = -1336510.912953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87016.570000 sec): 3 clusters
  Score: Raw -1334152.030862 + Penalty 4511.363303 = -1329640.667559
  nChanged 3597
		SP:Iteration 1F (87016.750000 sec): 3 clusters
  Score: Raw -1336255.304507 + Penalty 4511.363303 = -1331743.941204
  nChanged 649
		SP:Iteration 2F (87016.990000 sec): 3 clusters
  Score: Raw -1336644.905700 + Penalty 4511.363303 = -1332133.542397
  nChanged 494
		SP:Iteration 3F (87017.200000 sec): 3 clusters
  Score: Raw -1336951.460328 + Penalty 4511.363303 = -1332440.097025
  nChanged 444
		SP:Iteration 4Q (87017.410000 sec): 3 clusters
  Score: Raw -1337233.632454 + Penalty 4511.363303 = -1332722.269151
  nChanged 390
		SP:Iteration 5Q (87017.610000 sec): 3 clusters
  Score: Raw -1337518.739831 + Penalty 4511.363303 = -1333007.376528
  nChanged 387
		SP:Iteration 6Q (87017.820000 sec): 3 clusters
  Score: Raw -1337805.646786 + Penalty 4511.363303 = -1333294.283483
  nChanged 371
		SP:Iteration 7Q (87018.040000 sec): 3 clusters
  Score: Raw -1338046.593263 + Penalty 4511.363303 = -1333535.229960
  nChanged 347
		SP:Iteration 8Q (87018.390000 sec): 3 clusters
  Score: Raw -1338273.768185 + Penalty 4511.363303 = -1333762.404882
  nChanged 322
		SP:Iteration 9Q (87018.610000 sec): 3 clusters
  Score: Raw -1338464.322095 + Penalty 4511.363303 = -1333952.958792
  nChanged 308
		SP:Iteration 10Q (87018.940000 sec): 3 clusters
  Score: Raw -1338654.572352 + Penalty 4511.363303 = -1334143.209049
  nChanged 293
		SP:Iteration 11Q (87019.210000 sec): 3 clusters
  Score: Raw -1338873.127173 + Penalty 4511.363303 = -1334361.763870
  nChanged 295
		SP:Iteration 12Q (87019.490000 sec): 3 clusters
  Score: Raw -1339096.531686 + Penalty 4511.363303 = -1334585.168383
  nChanged 243
		SP:Iteration 13Q (87019.780000 sec): 3 clusters
  Score: Raw -1339268.639054 + Penalty 4511.363303 = -1334757.275751
  nChanged 234
		SP:Iteration 14Q (87020.030000 sec): 3 clusters
  Score: Raw -1339422.738827 + Penalty 4511.363303 = -1334911.375524
  nChanged 184
		SP:Iteration 15Q (87020.210000 sec): 3 clusters
  Score: Raw -1339516.723866 + Penalty 4511.363303 = -1335005.360563
  nChanged 134
		SP:Iteration 16Q (87020.410000 sec): 3 clusters
  Score: Raw -1339569.181836 + Penalty 4511.363303 = -1335057.818533
  nChanged 83
		SP:Iteration 17Q (87020.660000 sec): 3 clusters
  Score: Raw -1339592.541382 + Penalty 4511.363303 = -1335081.178079
  nChanged 55
		SP:Iteration 18Q (87020.900000 sec): 3 clusters
  Score: Raw -1339605.404893 + Penalty 4511.363303 = -1335094.041590
  nChanged 33
		SP:Iteration 19Q (87021.140000 sec): 3 clusters
  Score: Raw -1339612.585396 + Penalty 4511.363303 = -1335101.222093
  nChanged 22
		SP:Iteration 20F (87021.390000 sec): 3 clusters
  Score: Raw -1339616.782651 + Penalty 4511.363303 = -1335105.419348
  nChanged 22
		SP:Iteration 21Q (87021.610000 sec): 3 clusters
  Score: Raw -1339621.328703 + Penalty 4511.363303 = -1335109.965400
  nChanged 19
		SP:Iteration 22Q (87021.830000 sec): 3 clusters
  Score: Raw -1339625.074169 + Penalty 4511.363303 = -1335113.710866
  nChanged 11
		SP:Iteration 23Q (87022.050000 sec): 3 clusters
  Score: Raw -1339627.581651 + Penalty 4511.363303 = -1335116.218348
  nChanged 11
		SP:Iteration 24Q (87022.240000 sec): 3 clusters
  Score: Raw -1339630.328016 + Penalty 4511.363303 = -1335118.964713
  nChanged 14
		SP:Iteration 25Q (87022.470000 sec): 3 clusters
  Score: Raw -1339633.158909 + Penalty 4511.363303 = -1335121.795606
  nChanged 17
		SP:Iteration 26Q (87022.670000 sec): 3 clusters
  Score: Raw -1339635.733692 + Penalty 4511.363303 = -1335124.370389
  nChanged 11
		SP:Iteration 27Q (87022.910000 sec): 3 clusters
  Score: Raw -1339637.979942 + Penalty 4511.363303 = -1335126.616639
  nChanged 12
		SP:Iteration 28Q (87023.110000 sec): 3 clusters
  Score: Raw -1339639.892566 + Penalty 4511.363303 = -1335128.529263
  nChanged 9
		SP:Iteration 29Q (87023.390000 sec): 3 clusters
  Score: Raw -1339641.104443 + Penalty 4511.363303 = -1335129.741140
  nChanged 5
		SP:Iteration 30Q (87023.630000 sec): 3 clusters
  Score: Raw -1339641.766089 + Penalty 4511.363303 = -1335130.402786
  nChanged 2
		SP:Iteration 31Q (87023.870000 sec): 3 clusters
  Score: Raw -1339642.020251 + Penalty 4511.363303 = -1335130.656948
  nChanged 2
		SP:Iteration 32Q (87024.100000 sec): 3 clusters
  Score: Raw -1339642.645572 + Penalty 4511.363303 = -1335131.282269
  nChanged 2
		SP:Iteration 33Q (87024.320000 sec): 3 clusters
  Score: Raw -1339642.810328 + Penalty 4511.363303 = -1335131.447025
  nChanged 3
		SP:Iteration 34Q (87024.540000 sec): 3 clusters
  Score: Raw -1339643.260500 + Penalty 4511.363303 = -1335131.897197
  nChanged 1
		SP:Iteration 35Q (87024.840000 sec): 3 clusters
  Score: Raw -1339643.406281 + Penalty 4511.363303 = -1335132.042978
  nChanged 0
		SP:Iteration 36F (87025.050000 sec): 3 clusters
  Score: Raw -1339643.406281 + Penalty 4511.363303 = -1335132.042978
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (137168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87026.000000 sec): 2 clusters
  Score: Raw -22374648.759067 + Penalty 2933.582509 = -22371715.176557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87027.080000 sec): 3 clusters
  Score: Raw -22285484.916499 + Penalty 5867.165019 = -22279617.751481
  nChanged 65506
		SP:Iteration 1F (87028.240000 sec): 3 clusters
  Score: Raw -22322844.786871 + Penalty 5867.165019 = -22316977.621852
  nChanged 3570
		SP:Iteration 2Q (87029.410000 sec): 3 clusters
  Score: Raw -22323481.262144 + Penalty 5867.165019 = -22317614.097125
  nChanged 3489
		SP:Iteration 3Q (87030.570000 sec): 3 clusters
  Score: Raw -22324122.536006 + Penalty 5867.165019 = -22318255.370987
  nChanged 3518
		SP:Iteration 4Q (87031.830000 sec): 3 clusters
  Score: Raw -22324816.410556 + Penalty 5867.165019 = -22318949.245538
  nChanged 3687
		SP:Iteration 5Q (87033.050000 sec): 3 clusters
  Score: Raw -22325589.620257 + Penalty 5867.165019 = -22319722.455238
  nChanged 3801
		SP:Iteration 6Q (87034.320000 sec): 3 clusters
  Score: Raw -22326473.738987 + Penalty 5867.165019 = -22320606.573968
  nChanged 4061
		SP:Iteration 7Q (87035.660000 sec): 3 clusters
  Score: Raw -22327547.202312 + Penalty 5867.165019 = -22321680.037294
  nChanged 4503
		SP:Iteration 8Q (87036.960000 sec): 3 clusters
  Score: Raw -22328882.670816 + Penalty 5867.165019 = -22323015.505798
  nChanged 5101
		SP:Iteration 9Q (87038.360000 sec): 3 clusters
  Score: Raw -22330634.120123 + Penalty 5867.165019 = -22324766.955105
  nChanged 5791
		SP:Iteration 10Q (87039.650000 sec): 3 clusters
  Score: Raw -22333116.815482 + Penalty 5867.165019 = -22327249.650464
  nChanged 6801
		SP:Iteration 11Q (87040.960000 sec): 3 clusters
  Score: Raw -22336689.017251 + Penalty 5867.165019 = -22330821.852232
  nChanged 7933
		SP:Iteration 12F (87042.110000 sec): 3 clusters
  Score: Raw -22341724.466959 + Penalty 5867.165019 = -22335857.301940
  nChanged 8315
		SP:Iteration 13F (87043.320000 sec): 3 clusters
  Score: Raw -22347692.475120 + Penalty 5867.165019 = -22341825.310102
  nChanged 7845
		SP:Iteration 14F (87044.560000 sec): 3 clusters
  Score: Raw -22353720.816376 + Penalty 5867.165019 = -22347853.651357
  nChanged 6595
		SP:Iteration 15Q (87045.790000 sec): 3 clusters
  Score: Raw -22358881.008240 + Penalty 5867.165019 = -22353013.843221
  nChanged 5141
		SP:Iteration 16Q (87047.050000 sec): 3 clusters
  Score: Raw -22362743.945785 + Penalty 5867.165019 = -22356876.780766
  nChanged 3916
		SP:Iteration 17Q (87048.140000 sec): 3 clusters
  Score: Raw -22365538.759750 + Penalty 5867.165019 = -22359671.594732
  nChanged 3183
		SP:Iteration 18Q (87049.260000 sec): 3 clusters
  Score: Raw -22367740.943399 + Penalty 5867.165019 = -22361873.778381
  nChanged 2629
		SP:Iteration 19Q (87050.530000 sec): 3 clusters
  Score: Raw -22369537.578414 + Penalty 5867.165019 = -22363670.413395
  nChanged 2115
		SP:Iteration 20F (87051.620000 sec): 3 clusters
  Score: Raw -22370970.793535 + Penalty 5867.165019 = -22365103.628517
  nChanged 1614
		SP:Iteration 21Q (87052.800000 sec): 3 clusters
  Score: Raw -22372038.709323 + Penalty 5867.165019 = -22366171.544305
  nChanged 1278
		SP:Iteration 22Q (87053.910000 sec): 3 clusters
  Score: Raw -22372927.497490 + Penalty 5867.165019 = -22367060.332471
  nChanged 931
		SP:Iteration 23Q (87055.020000 sec): 3 clusters
  Score: Raw -22373566.857746 + Penalty 5867.165019 = -22367699.692728
  nChanged 682
		SP:Iteration 24Q (87056.260000 sec): 3 clusters
  Score: Raw -22374062.916474 + Penalty 5867.165019 = -22368195.751456
  nChanged 489
		SP:Iteration 25Q (87057.310000 sec): 3 clusters
  Score: Raw -22374398.536477 + Penalty 5867.165019 = -22368531.371459
  nChanged 312
		SP:Iteration 26Q (87058.480000 sec): 3 clusters
  Score: Raw -22374609.495976 + Penalty 5867.165019 = -22368742.330958
  nChanged 209
		SP:Iteration 27Q (87059.600000 sec): 3 clusters
  Score: Raw -22374763.522082 + Penalty 5867.165019 = -22368896.357064
  nChanged 134
		SP:Iteration 28Q (87060.690000 sec): 3 clusters
  Score: Raw -22374862.437777 + Penalty 5867.165019 = -22368995.272758
  nChanged 87
		SP:Iteration 29Q (87061.960000 sec): 3 clusters
  Score: Raw -22374919.964373 + Penalty 5867.165019 = -22369052.799354
  nChanged 65
		SP:Iteration 30Q (87063.010000 sec): 3 clusters
  Score: Raw -22374960.860354 + Penalty 5867.165019 = -22369093.695336
  nChanged 48
		SP:Iteration 31Q (87064.160000 sec): 3 clusters
  Score: Raw -22374991.215276 + Penalty 5867.165019 = -22369124.050258
  nChanged 47
		SP:Iteration 32Q (87065.290000 sec): 3 clusters
  Score: Raw -22375019.762725 + Penalty 5867.165019 = -22369152.597706
  nChanged 37
		SP:Iteration 33Q (87066.490000 sec): 3 clusters
  Score: Raw -22375040.686656 + Penalty 5867.165019 = -22369173.521637
  nChanged 26
		SP:Iteration 34Q (87067.710000 sec): 3 clusters
  Score: Raw -22375054.950333 + Penalty 5867.165019 = -22369187.785315
  nChanged 17
		SP:Iteration 35Q (87068.810000 sec): 3 clusters
  Score: Raw -22375065.538834 + Penalty 5867.165019 = -22369198.373815
  nChanged 15
		SP:Iteration 36Q (87069.970000 sec): 3 clusters
  Score: Raw -22375074.949142 + Penalty 5867.165019 = -22369207.784123
  nChanged 11
		SP:Iteration 37Q (87071.150000 sec): 3 clusters
  Score: Raw -22375081.444121 + Penalty 5867.165019 = -22369214.279103
  nChanged 10
		SP:Iteration 38Q (87072.570000 sec): 3 clusters
  Score: Raw -22375088.033408 + Penalty 5867.165019 = -22369220.868389
  nChanged 5
		SP:Iteration 39Q (87073.920000 sec): 3 clusters
  Score: Raw -22375090.683302 + Penalty 5867.165019 = -22369223.518283
  nChanged 5
		SP:Iteration 40F (87075.260000 sec): 3 clusters
  Score: Raw -22375093.829102 + Penalty 5867.165019 = -22369226.664084
  nChanged 4
		SP:Iteration 41Q (87076.620000 sec): 3 clusters
  Score: Raw -22375096.903074 + Penalty 5867.165019 = -22369229.738056
  nChanged 4
		SP:Iteration 42Q (87078.050000 sec): 3 clusters
  Score: Raw -22375099.272461 + Penalty 5867.165019 = -22369232.107442
  nChanged 7
		SP:Iteration 43Q (87079.400000 sec): 3 clusters
  Score: Raw -22375103.983617 + Penalty 5867.165019 = -22369236.818599
  nChanged 5
		SP:Iteration 44Q (87080.800000 sec): 3 clusters
  Score: Raw -22375106.435833 + Penalty 5867.165019 = -22369239.270814
  nChanged 5
		SP:Iteration 45Q (87082.150000 sec): 3 clusters
  Score: Raw -22375109.215711 + Penalty 5867.165019 = -22369242.050692
  nChanged 8
		SP:Iteration 46Q (87083.550000 sec): 3 clusters
  Score: Raw -22375114.227394 + Penalty 5867.165019 = -22369247.062376
  nChanged 6
		SP:Iteration 47Q (87084.900000 sec): 3 clusters
  Score: Raw -22375118.102458 + Penalty 5867.165019 = -22369250.937439
  nChanged 3
		SP:Iteration 48Q (87085.910000 sec): 3 clusters
  Score: Raw -22375119.817053 + Penalty 5867.165019 = -22369252.652034
  nChanged 3
		SP:Iteration 49Q (87087.080000 sec): 3 clusters
  Score: Raw -22375122.445198 + Penalty 5867.165019 = -22369255.280179
  nChanged 7
		SP:Iteration 50Q (87088.150000 sec): 3 clusters
  Score: Raw -22375127.017220 + Penalty 5867.165019 = -22369259.852201
  nChanged 4
		SP:Iteration 51Q (87089.280000 sec): 3 clusters
  Score: Raw -22375130.721081 + Penalty 5867.165019 = -22369263.556063
  nChanged 6
		SP:Iteration 52Q (87090.330000 sec): 3 clusters
  Score: Raw -22375135.540787 + Penalty 5867.165019 = -22369268.375768
  nChanged 5
		SP:Iteration 53Q (87091.460000 sec): 3 clusters
  Score: Raw -22375138.338854 + Penalty 5867.165019 = -22369271.173836
  nChanged 2
		SP:Iteration 54Q (87092.540000 sec): 3 clusters
  Score: Raw -22375139.580507 + Penalty 5867.165019 = -22369272.415488
  nChanged 3
		SP:Iteration 55Q (87093.710000 sec): 3 clusters
  Score: Raw -22375141.295579 + Penalty 5867.165019 = -22369274.130560
  nChanged 0
		SP:Iteration 56F (87094.830000 sec): 3 clusters
  Score: Raw -22375141.295579 + Penalty 5867.165019 = -22369274.130560
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (7815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87095.030000 sec): 2 clusters
  Score: Raw -1183672.106328 + Penalty 2223.022460 = -1181449.083868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87095.270000 sec): 3 clusters
  Score: Raw -1179656.289092 + Penalty 4446.044920 = -1175210.244171
  nChanged 3214
		SP:Iteration 1F (87095.460000 sec): 3 clusters
  Score: Raw -1181498.687428 + Penalty 4446.044920 = -1177052.642508
  nChanged 635
		SP:Iteration 2F (87095.640000 sec): 3 clusters
  Score: Raw -1181924.048330 + Penalty 4446.044920 = -1177478.003410
  nChanged 504
		SP:Iteration 3F (87095.880000 sec): 3 clusters
  Score: Raw -1182263.215091 + Penalty 4446.044920 = -1177817.170170
  nChanged 405
		SP:Iteration 4F (87096.060000 sec): 3 clusters
  Score: Raw -1182538.917188 + Penalty 4446.044920 = -1178092.872268
  nChanged 374
		SP:Iteration 5Q (87096.240000 sec): 3 clusters
  Score: Raw -1182796.892508 + Penalty 4446.044920 = -1178350.847588
  nChanged 371
		SP:Iteration 6Q (87096.460000 sec): 3 clusters
  Score: Raw -1183059.655274 + Penalty 4446.044920 = -1178613.610354
  nChanged 352
		SP:Iteration 7Q (87096.670000 sec): 3 clusters
  Score: Raw -1183328.286076 + Penalty 4446.044920 = -1178882.241155
  nChanged 365
		SP:Iteration 8Q (87096.860000 sec): 3 clusters
  Score: Raw -1183604.463938 + Penalty 4446.044920 = -1179158.419018
  nChanged 299
		SP:Iteration 9Q (87097.050000 sec): 3 clusters
  Score: Raw -1183805.317445 + Penalty 4446.044920 = -1179359.272525
  nChanged 243
		SP:Iteration 10Q (87097.250000 sec): 3 clusters
  Score: Raw -1183973.735230 + Penalty 4446.044920 = -1179527.690309
  nChanged 188
		SP:Iteration 11Q (87097.420000 sec): 3 clusters
  Score: Raw -1184102.094847 + Penalty 4446.044920 = -1179656.049926
  nChanged 166
		SP:Iteration 12Q (87097.650000 sec): 3 clusters
  Score: Raw -1184203.095880 + Penalty 4446.044920 = -1179757.050959
  nChanged 118
		SP:Iteration 13Q (87097.900000 sec): 3 clusters
  Score: Raw -1184267.670879 + Penalty 4446.044920 = -1179821.625959
  nChanged 96
		SP:Iteration 14Q (87098.100000 sec): 3 clusters
  Score: Raw -1184318.713143 + Penalty 4446.044920 = -1179872.668223
  nChanged 75
		SP:Iteration 15Q (87098.280000 sec): 3 clusters
  Score: Raw -1184357.360362 + Penalty 4446.044920 = -1179911.315442
  nChanged 63
		SP:Iteration 16Q (87098.440000 sec): 3 clusters
  Score: Raw -1184390.522566 + Penalty 4446.044920 = -1179944.477646
  nChanged 68
		SP:Iteration 17Q (87098.660000 sec): 3 clusters
  Score: Raw -1184423.549693 + Penalty 4446.044920 = -1179977.504772
  nChanged 63
		SP:Iteration 18Q (87098.890000 sec): 3 clusters
  Score: Raw -1184461.230245 + Penalty 4446.044920 = -1180015.185324
  nChanged 69
		SP:Iteration 19Q (87099.070000 sec): 3 clusters
  Score: Raw -1184500.600186 + Penalty 4446.044920 = -1180054.555266
  nChanged 68
		SP:Iteration 20F (87099.280000 sec): 3 clusters
  Score: Raw -1184531.814635 + Penalty 4446.044920 = -1180085.769714
  nChanged 44
		SP:Iteration 21Q (87099.490000 sec): 3 clusters
  Score: Raw -1184558.476874 + Penalty 4446.044920 = -1180112.431954
  nChanged 59
		SP:Iteration 22Q (87099.680000 sec): 3 clusters
  Score: Raw -1184588.265797 + Penalty 4446.044920 = -1180142.220877
  nChanged 38
		SP:Iteration 23Q (87099.910000 sec): 3 clusters
  Score: Raw -1184609.240634 + Penalty 4446.044920 = -1180163.195713
  nChanged 36
		SP:Iteration 24Q (87100.170000 sec): 3 clusters
  Score: Raw -1184624.811375 + Penalty 4446.044920 = -1180178.766454
  nChanged 32
		SP:Iteration 25Q (87100.360000 sec): 3 clusters
  Score: Raw -1184641.686359 + Penalty 4446.044920 = -1180195.641439
  nChanged 36
		SP:Iteration 26Q (87100.560000 sec): 3 clusters
  Score: Raw -1184663.153662 + Penalty 4446.044920 = -1180217.108741
  nChanged 41
		SP:Iteration 27Q (87100.750000 sec): 3 clusters
  Score: Raw -1184684.148301 + Penalty 4446.044920 = -1180238.103380
  nChanged 25
		SP:Iteration 28Q (87100.950000 sec): 3 clusters
  Score: Raw -1184695.345116 + Penalty 4446.044920 = -1180249.300195
  nChanged 23
		SP:Iteration 29Q (87101.140000 sec): 3 clusters
  Score: Raw -1184706.785960 + Penalty 4446.044920 = -1180260.741040
  nChanged 20
		SP:Iteration 30Q (87101.320000 sec): 3 clusters
  Score: Raw -1184714.954593 + Penalty 4446.044920 = -1180268.909673
  nChanged 17
		SP:Iteration 31Q (87101.560000 sec): 3 clusters
  Score: Raw -1184721.619095 + Penalty 4446.044920 = -1180275.574175
  nChanged 17
		SP:Iteration 32Q (87101.730000 sec): 3 clusters
  Score: Raw -1184727.759708 + Penalty 4446.044920 = -1180281.714788
  nChanged 16
		SP:Iteration 33Q (87101.920000 sec): 3 clusters
  Score: Raw -1184733.504138 + Penalty 4446.044920 = -1180287.459217
  nChanged 16
		SP:Iteration 34Q (87102.140000 sec): 3 clusters
  Score: Raw -1184740.842825 + Penalty 4446.044920 = -1180294.797904
  nChanged 8
		SP:Iteration 35Q (87102.310000 sec): 3 clusters
  Score: Raw -1184743.803593 + Penalty 4446.044920 = -1180297.758673
  nChanged 9
		SP:Iteration 36Q (87102.540000 sec): 3 clusters
  Score: Raw -1184747.721929 + Penalty 4446.044920 = -1180301.677008
  nChanged 6
		SP:Iteration 37Q (87102.720000 sec): 3 clusters
  Score: Raw -1184749.753583 + Penalty 4446.044920 = -1180303.708663
  nChanged 2
		SP:Iteration 38Q (87102.980000 sec): 3 clusters
  Score: Raw -1184750.399848 + Penalty 4446.044920 = -1180304.354927
  nChanged 2
		SP:Iteration 39Q (87103.120000 sec): 3 clusters
  Score: Raw -1184751.604099 + Penalty 4446.044920 = -1180305.559179
  nChanged 3
		SP:Iteration 40F (87103.260000 sec): 3 clusters
  Score: Raw -1184752.598995 + Penalty 4446.044920 = -1180306.554075
  nChanged 1
		SP:Iteration 41Q (87103.420000 sec): 3 clusters
  Score: Raw -1184752.742944 + Penalty 4446.044920 = -1180306.698024
  nChanged 1
		SP:Iteration 42Q (87103.630000 sec): 3 clusters
  Score: Raw -1184752.934414 + Penalty 4446.044920 = -1180306.889494
  nChanged 2
		SP:Iteration 43Q (87103.770000 sec): 3 clusters
  Score: Raw -1184753.784238 + Penalty 4446.044920 = -1180307.739317
  nChanged 2
		SP:Iteration 44Q (87103.900000 sec): 3 clusters
  Score: Raw -1184754.463468 + Penalty 4446.044920 = -1180308.418547
  nChanged 2
		SP:Iteration 45Q (87104.060000 sec): 3 clusters
  Score: Raw -1184755.055699 + Penalty 4446.044920 = -1180309.010778
  nChanged 2
		SP:Iteration 46Q (87104.240000 sec): 3 clusters
  Score: Raw -1184755.533522 + Penalty 4446.044920 = -1180309.488602
  nChanged 1
		SP:Iteration 47Q (87104.370000 sec): 3 clusters
  Score: Raw -1184756.159350 + Penalty 4446.044920 = -1180310.114429
  nChanged 2
		SP:Iteration 48Q (87104.550000 sec): 3 clusters
  Score: Raw -1184756.908076 + Penalty 4446.044920 = -1180310.863156
  nChanged 2
		SP:Iteration 49Q (87104.690000 sec): 3 clusters
  Score: Raw -1184757.305748 + Penalty 4446.044920 = -1180311.260827
  nChanged 1
		SP:Iteration 50Q (87104.810000 sec): 3 clusters
  Score: Raw -1184757.388623 + Penalty 4446.044920 = -1180311.343703
  nChanged 0
		SP:Iteration 51F (87104.960000 sec): 3 clusters
  Score: Raw -1184757.388623 + Penalty 4446.044920 = -1180311.343703
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (18141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87105.140000 sec): 2 clusters
  Score: Raw -2989345.110748 + Penalty 2431.870603 = -2986913.240145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87105.420000 sec): 3 clusters
  Score: Raw -2978829.034352 + Penalty 4863.741205 = -2973965.293147
  nChanged 7996
		SP:Iteration 1F (87105.660000 sec): 3 clusters
  Score: Raw -2983029.747658 + Penalty 4863.741205 = -2978166.006453
  nChanged 984
		SP:Iteration 2F (87105.960000 sec): 3 clusters
  Score: Raw -2983368.582512 + Penalty 4863.741205 = -2978504.841307
  nChanged 768
		SP:Iteration 3Q (87106.280000 sec): 3 clusters
  Score: Raw -2983605.464932 + Penalty 4863.741205 = -2978741.723727
  nChanged 634
		SP:Iteration 4Q (87106.550000 sec): 3 clusters
  Score: Raw -2983786.152643 + Penalty 4863.741205 = -2978922.411438
  nChanged 531
		SP:Iteration 5Q (87106.890000 sec): 3 clusters
  Score: Raw -2983929.006667 + Penalty 4863.741205 = -2979065.265462
  nChanged 496
		SP:Iteration 6Q (87107.170000 sec): 3 clusters
  Score: Raw -2984063.954318 + Penalty 4863.741205 = -2979200.213113
  nChanged 515
		SP:Iteration 7Q (87107.540000 sec): 3 clusters
  Score: Raw -2984216.907679 + Penalty 4863.741205 = -2979353.166474
  nChanged 568
		SP:Iteration 8Q (87107.870000 sec): 3 clusters
  Score: Raw -2984410.305639 + Penalty 4863.741205 = -2979546.564434
  nChanged 580
		SP:Iteration 9Q (87108.230000 sec): 3 clusters
  Score: Raw -2984629.049241 + Penalty 4863.741205 = -2979765.308036
  nChanged 663
		SP:Iteration 10Q (87108.570000 sec): 3 clusters
  Score: Raw -2984924.316057 + Penalty 4863.741205 = -2980060.574852
  nChanged 773
		SP:Iteration 11Q (87108.920000 sec): 3 clusters
  Score: Raw -2985337.873665 + Penalty 4863.741205 = -2980474.132460
  nChanged 913
		SP:Iteration 12F (87109.230000 sec): 3 clusters
  Score: Raw -2985915.431549 + Penalty 4863.741205 = -2981051.690344
  nChanged 952
		SP:Iteration 13F (87109.590000 sec): 3 clusters
  Score: Raw -2986604.797522 + Penalty 4863.741205 = -2981741.056317
  nChanged 974
		SP:Iteration 14F (87109.950000 sec): 3 clusters
  Score: Raw -2987389.708504 + Penalty 4863.741205 = -2982525.967299
  nChanged 843
		SP:Iteration 15Q (87110.310000 sec): 3 clusters
  Score: Raw -2988114.137281 + Penalty 4863.741205 = -2983250.396076
  nChanged 612
		SP:Iteration 16Q (87110.650000 sec): 3 clusters
  Score: Raw -2988680.665223 + Penalty 4863.741205 = -2983816.924017
  nChanged 387
		SP:Iteration 17Q (87110.990000 sec): 3 clusters
  Score: Raw -2989083.397238 + Penalty 4863.741205 = -2984219.656033
  nChanged 223
		SP:Iteration 18Q (87111.260000 sec): 3 clusters
  Score: Raw -2989314.713939 + Penalty 4863.741205 = -2984450.972734
  nChanged 104
		SP:Iteration 19Q (87111.520000 sec): 3 clusters
  Score: Raw -2989425.866592 + Penalty 4863.741205 = -2984562.125387
  nChanged 60
		SP:Iteration 20F (87111.840000 sec): 3 clusters
  Score: Raw -2989496.409492 + Penalty 4863.741205 = -2984632.668287
  nChanged 26
		SP:Iteration 21Q (87112.110000 sec): 3 clusters
  Score: Raw -2989521.098246 + Penalty 4863.741205 = -2984657.357041
  nChanged 12
		SP:Iteration 22Q (87112.400000 sec): 3 clusters
  Score: Raw -2989536.821012 + Penalty 4863.741205 = -2984673.079807
  nChanged 7
		SP:Iteration 23Q (87112.750000 sec): 3 clusters
  Score: Raw -2989548.052133 + Penalty 4863.741205 = -2984684.310928
  nChanged 14
		SP:Iteration 24Q (87113.000000 sec): 3 clusters
  Score: Raw -2989564.645927 + Penalty 4863.741205 = -2984700.904722
  nChanged 9
		SP:Iteration 25Q (87113.350000 sec): 3 clusters
  Score: Raw -2989575.583987 + Penalty 4863.741205 = -2984711.842782
  nChanged 6
		SP:Iteration 26Q (87113.660000 sec): 3 clusters
  Score: Raw -2989586.938094 + Penalty 4863.741205 = -2984723.196889
  nChanged 10
		SP:Iteration 27Q (87113.930000 sec): 3 clusters
  Score: Raw -2989602.474285 + Penalty 4863.741205 = -2984738.733080
  nChanged 8
		SP:Iteration 28Q (87114.180000 sec): 3 clusters
  Score: Raw -2989609.454344 + Penalty 4863.741205 = -2984745.713139
  nChanged 6
		SP:Iteration 29Q (87114.470000 sec): 3 clusters
  Score: Raw -2989617.901516 + Penalty 4863.741205 = -2984754.160311
  nChanged 5
		SP:Iteration 30Q (87114.730000 sec): 3 clusters
  Score: Raw -2989625.389789 + Penalty 4863.741205 = -2984761.648584
  nChanged 7
		SP:Iteration 31Q (87115.050000 sec): 3 clusters
  Score: Raw -2989633.489261 + Penalty 4863.741205 = -2984769.748056
  nChanged 5
		SP:Iteration 32Q (87115.300000 sec): 3 clusters
  Score: Raw -2989638.139809 + Penalty 4863.741205 = -2984774.398604
  nChanged 5
		SP:Iteration 33Q (87115.590000 sec): 3 clusters
  Score: Raw -2989644.055208 + Penalty 4863.741205 = -2984780.314003
  nChanged 4
		SP:Iteration 34Q (87115.860000 sec): 3 clusters
  Score: Raw -2989649.342156 + Penalty 4863.741205 = -2984785.600951
  nChanged 3
		SP:Iteration 35Q (87116.170000 sec): 3 clusters
  Score: Raw -2989651.257124 + Penalty 4863.741205 = -2984787.515919
  nChanged 1
		SP:Iteration 36Q (87116.400000 sec): 3 clusters
  Score: Raw -2989652.425637 + Penalty 4863.741205 = -2984788.684432
  nChanged 0
		SP:Iteration 37F (87116.650000 sec): 3 clusters
  Score: Raw -2989652.425637 + Penalty 4863.741205 = -2984788.684432
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (3389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87116.780000 sec): 2 clusters
  Score: Raw -539485.912880 + Penalty 2015.815963 = -537470.096918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87116.900000 sec): 3 clusters
  Score: Raw -538020.421333 + Penalty 4031.631925 = -533988.789407
  nChanged 1231
		SP:Iteration 1F (87117.090000 sec): 3 clusters
  Score: Raw -538841.832487 + Penalty 4031.631925 = -534810.200562
  nChanged 289
		SP:Iteration 2F (87117.180000 sec): 3 clusters
  Score: Raw -539093.594536 + Penalty 4031.631925 = -535061.962611
  nChanged 206
		SP:Iteration 3F (87117.330000 sec): 3 clusters
  Score: Raw -539306.550918 + Penalty 4031.631925 = -535274.918993
  nChanged 179
		SP:Iteration 4F (87117.480000 sec): 3 clusters
  Score: Raw -539508.110808 + Penalty 4031.631925 = -535476.478883
  nChanged 180
		SP:Iteration 5F (87117.550000 sec): 3 clusters
  Score: Raw -539723.787618 + Penalty 4031.631925 = -535692.155693
  nChanged 187
		SP:Iteration 6F (87117.630000 sec): 3 clusters
  Score: Raw -539915.435461 + Penalty 4031.631925 = -535883.803536
  nChanged 157
		SP:Iteration 7Q (87117.810000 sec): 3 clusters
  Score: Raw -540054.190587 + Penalty 4031.631925 = -536022.558662
  nChanged 98
		SP:Iteration 8Q (87117.980000 sec): 3 clusters
  Score: Raw -540137.568810 + Penalty 4031.631925 = -536105.936885
  nChanged 72
		SP:Iteration 9Q (87118.130000 sec): 3 clusters
  Score: Raw -540186.494327 + Penalty 4031.631925 = -536154.862401
  nChanged 50
		SP:Iteration 10Q (87118.280000 sec): 3 clusters
  Score: Raw -540221.265085 + Penalty 4031.631925 = -536189.633160
  nChanged 41
		SP:Iteration 11Q (87118.470000 sec): 3 clusters
  Score: Raw -540249.733856 + Penalty 4031.631925 = -536218.101931
  nChanged 25
		SP:Iteration 12Q (87118.640000 sec): 3 clusters
  Score: Raw -540266.693135 + Penalty 4031.631925 = -536235.061210
  nChanged 25
		SP:Iteration 13Q (87118.810000 sec): 3 clusters
  Score: Raw -540281.520694 + Penalty 4031.631925 = -536249.888769
  nChanged 26
		SP:Iteration 14Q (87118.970000 sec): 3 clusters
  Score: Raw -540301.011064 + Penalty 4031.631925 = -536269.379139
  nChanged 24
		SP:Iteration 15Q (87119.150000 sec): 3 clusters
  Score: Raw -540314.682948 + Penalty 4031.631925 = -536283.051023
  nChanged 17
		SP:Iteration 16Q (87119.330000 sec): 3 clusters
  Score: Raw -540326.862662 + Penalty 4031.631925 = -536295.230737
  nChanged 15
		SP:Iteration 17Q (87119.540000 sec): 3 clusters
  Score: Raw -540335.196866 + Penalty 4031.631925 = -536303.564941
  nChanged 15
		SP:Iteration 18Q (87119.720000 sec): 3 clusters
  Score: Raw -540342.369361 + Penalty 4031.631925 = -536310.737436
  nChanged 6
		SP:Iteration 19Q (87119.880000 sec): 3 clusters
  Score: Raw -540346.103523 + Penalty 4031.631925 = -536314.471598
  nChanged 6
		SP:Iteration 20F (87120.060000 sec): 3 clusters
  Score: Raw -540348.703517 + Penalty 4031.631925 = -536317.071592
  nChanged 5
		SP:Iteration 21Q (87120.170000 sec): 3 clusters
  Score: Raw -540350.617961 + Penalty 4031.631925 = -536318.986036
  nChanged 2
		SP:Iteration 22Q (87120.260000 sec): 3 clusters
  Score: Raw -540351.736823 + Penalty 4031.631925 = -536320.104897
  nChanged 1
		SP:Iteration 23Q (87120.400000 sec): 3 clusters
  Score: Raw -540352.631301 + Penalty 4031.631925 = -536320.999376
  nChanged 3
		SP:Iteration 24Q (87120.550000 sec): 3 clusters
  Score: Raw -540353.563343 + Penalty 4031.631925 = -536321.931418
  nChanged 3
		SP:Iteration 25Q (87120.690000 sec): 3 clusters
  Score: Raw -540354.529953 + Penalty 4031.631925 = -536322.898028
  nChanged 3
		SP:Iteration 26Q (87120.810000 sec): 3 clusters
  Score: Raw -540356.244150 + Penalty 4031.631925 = -536324.612225
  nChanged 1
		SP:Iteration 27Q (87121.010000 sec): 3 clusters
  Score: Raw -540356.547377 + Penalty 4031.631925 = -536324.915452
  nChanged 1
		SP:Iteration 28Q (87121.050000 sec): 3 clusters
  Score: Raw -540357.478396 + Penalty 4031.631925 = -536325.846471
  nChanged 1
		SP:Iteration 29Q (87121.210000 sec): 3 clusters
  Score: Raw -540358.203719 + Penalty 4031.631925 = -536326.571794
  nChanged 2
		SP:Iteration 30Q (87121.280000 sec): 3 clusters
  Score: Raw -540359.122780 + Penalty 4031.631925 = -536327.490854
  nChanged 1
		SP:Iteration 31Q (87121.450000 sec): 3 clusters
  Score: Raw -540359.863470 + Penalty 4031.631925 = -536328.231545
  nChanged 0
		SP:Iteration 32F (87121.600000 sec): 3 clusters
  Score: Raw -540359.863470 + Penalty 4031.631925 = -536328.231545
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (7420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87121.740000 sec): 2 clusters
  Score: Raw -1050465.851808 + Penalty 2210.159715 = -1048255.692093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87121.930000 sec): 3 clusters
  Score: Raw -1046714.821151 + Penalty 4420.319431 = -1042294.501721
  nChanged 2922
		SP:Iteration 1F (87122.190000 sec): 3 clusters
  Score: Raw -1048762.094531 + Penalty 4420.319431 = -1044341.775100
  nChanged 711
		SP:Iteration 2F (87122.410000 sec): 3 clusters
  Score: Raw -1049532.060639 + Penalty 4420.319431 = -1045111.741208
  nChanged 628
		SP:Iteration 3F (87122.590000 sec): 3 clusters
  Score: Raw -1050142.354740 + Penalty 4420.319431 = -1045722.035310
  nChanged 501
		SP:Iteration 4F (87122.830000 sec): 3 clusters
  Score: Raw -1050632.233031 + Penalty 4420.319431 = -1046211.913601
  nChanged 404
		SP:Iteration 5F (87122.990000 sec): 3 clusters
  Score: Raw -1050979.539381 + Penalty 4420.319431 = -1046559.219950
  nChanged 345
		SP:Iteration 6Q (87123.180000 sec): 3 clusters
  Score: Raw -1051211.619779 + Penalty 4420.319431 = -1046791.300349
  nChanged 231
		SP:Iteration 7Q (87123.310000 sec): 3 clusters
  Score: Raw -1051350.753349 + Penalty 4420.319431 = -1046930.433918
  nChanged 165
		SP:Iteration 8Q (87123.470000 sec): 3 clusters
  Score: Raw -1051441.547318 + Penalty 4420.319431 = -1047021.227887
  nChanged 134
		SP:Iteration 9Q (87123.680000 sec): 3 clusters
  Score: Raw -1051507.992015 + Penalty 4420.319431 = -1047087.672584
  nChanged 119
		SP:Iteration 10Q (87123.790000 sec): 3 clusters
  Score: Raw -1051559.549804 + Penalty 4420.319431 = -1047139.230374
  nChanged 102
		SP:Iteration 11Q (87123.950000 sec): 3 clusters
  Score: Raw -1051597.189632 + Penalty 4420.319431 = -1047176.870201
  nChanged 76
		SP:Iteration 12Q (87124.070000 sec): 3 clusters
  Score: Raw -1051631.577631 + Penalty 4420.319431 = -1047211.258200
  nChanged 59
		SP:Iteration 13Q (87124.220000 sec): 3 clusters
  Score: Raw -1051655.094310 + Penalty 4420.319431 = -1047234.774879
  nChanged 60
		SP:Iteration 14Q (87124.390000 sec): 3 clusters
  Score: Raw -1051675.271979 + Penalty 4420.319431 = -1047254.952548
  nChanged 48
		SP:Iteration 15Q (87124.590000 sec): 3 clusters
  Score: Raw -1051691.905558 + Penalty 4420.319431 = -1047271.586127
  nChanged 53
		SP:Iteration 16Q (87124.760000 sec): 3 clusters
  Score: Raw -1051707.140180 + Penalty 4420.319431 = -1047286.820749
  nChanged 46
		SP:Iteration 17Q (87124.900000 sec): 3 clusters
  Score: Raw -1051724.614832 + Penalty 4420.319431 = -1047304.295402
  nChanged 44
		SP:Iteration 18Q (87125.110000 sec): 3 clusters
  Score: Raw -1051740.402108 + Penalty 4420.319431 = -1047320.082677
  nChanged 40
		SP:Iteration 19Q (87125.230000 sec): 3 clusters
  Score: Raw -1051756.039350 + Penalty 4420.319431 = -1047335.719920
  nChanged 49
		SP:Iteration 20F (87125.440000 sec): 3 clusters
  Score: Raw -1051773.761177 + Penalty 4420.319431 = -1047353.441746
  nChanged 41
		SP:Iteration 21Q (87125.530000 sec): 3 clusters
  Score: Raw -1051789.738979 + Penalty 4420.319431 = -1047369.419548
  nChanged 41
		SP:Iteration 22Q (87125.650000 sec): 3 clusters
  Score: Raw -1051803.445345 + Penalty 4420.319431 = -1047383.125914
  nChanged 39
		SP:Iteration 23Q (87125.790000 sec): 3 clusters
  Score: Raw -1051817.247591 + Penalty 4420.319431 = -1047396.928160
  nChanged 35
		SP:Iteration 24Q (87125.910000 sec): 3 clusters
  Score: Raw -1051828.146485 + Penalty 4420.319431 = -1047407.827054
  nChanged 29
		SP:Iteration 25Q (87126.020000 sec): 3 clusters
  Score: Raw -1051835.148104 + Penalty 4420.319431 = -1047414.828674
  nChanged 22
		SP:Iteration 26Q (87126.210000 sec): 3 clusters
  Score: Raw -1051840.060757 + Penalty 4420.319431 = -1047419.741327
  nChanged 14
		SP:Iteration 27Q (87126.340000 sec): 3 clusters
  Score: Raw -1051843.935398 + Penalty 4420.319431 = -1047423.615967
  nChanged 16
		SP:Iteration 28Q (87126.530000 sec): 3 clusters
  Score: Raw -1051848.120685 + Penalty 4420.319431 = -1047427.801254
  nChanged 15
		SP:Iteration 29Q (87126.660000 sec): 3 clusters
  Score: Raw -1051852.610416 + Penalty 4420.319431 = -1047432.290986
  nChanged 16
		SP:Iteration 30Q (87126.800000 sec): 3 clusters
  Score: Raw -1051856.710202 + Penalty 4420.319431 = -1047436.390771
  nChanged 15
		SP:Iteration 31Q (87127.040000 sec): 3 clusters
  Score: Raw -1051861.636080 + Penalty 4420.319431 = -1047441.316649
  nChanged 17
		SP:Iteration 32Q (87127.150000 sec): 3 clusters
  Score: Raw -1051868.033118 + Penalty 4420.319431 = -1047447.713687
  nChanged 24
		SP:Iteration 33Q (87127.390000 sec): 3 clusters
  Score: Raw -1051878.136787 + Penalty 4420.319431 = -1047457.817357
  nChanged 29
		SP:Iteration 34Q (87127.530000 sec): 3 clusters
  Score: Raw -1051885.625093 + Penalty 4420.319431 = -1047465.305663
  nChanged 27
		SP:Iteration 35Q (87127.690000 sec): 3 clusters
  Score: Raw -1051892.932932 + Penalty 4420.319431 = -1047472.613501
  nChanged 21
		SP:Iteration 36Q (87127.810000 sec): 3 clusters
  Score: Raw -1051898.556608 + Penalty 4420.319431 = -1047478.237177
  nChanged 25
		SP:Iteration 37Q (87127.970000 sec): 3 clusters
  Score: Raw -1051904.166502 + Penalty 4420.319431 = -1047483.847071
  nChanged 14
		SP:Iteration 38Q (87128.150000 sec): 3 clusters
  Score: Raw -1051908.583765 + Penalty 4420.319431 = -1047488.264334
  nChanged 17
		SP:Iteration 39Q (87128.370000 sec): 3 clusters
  Score: Raw -1051911.583220 + Penalty 4420.319431 = -1047491.263789
  nChanged 9
		SP:Iteration 40F (87128.580000 sec): 3 clusters
  Score: Raw -1051913.794902 + Penalty 4420.319431 = -1047493.475471
  nChanged 7
		SP:Iteration 41Q (87128.820000 sec): 3 clusters
  Score: Raw -1051915.634236 + Penalty 4420.319431 = -1047495.314806
  nChanged 15
		SP:Iteration 42Q (87129.060000 sec): 3 clusters
  Score: Raw -1051918.428911 + Penalty 4420.319431 = -1047498.109480
  nChanged 6
		SP:Iteration 43Q (87129.250000 sec): 3 clusters
  Score: Raw -1051919.106495 + Penalty 4420.319431 = -1047498.787065
  nChanged 4
		SP:Iteration 44Q (87129.490000 sec): 3 clusters
  Score: Raw -1051919.796951 + Penalty 4420.319431 = -1047499.477520
  nChanged 4
		SP:Iteration 45Q (87129.690000 sec): 3 clusters
  Score: Raw -1051920.317600 + Penalty 4420.319431 = -1047499.998170
  nChanged 3
		SP:Iteration 46Q (87129.850000 sec): 3 clusters
  Score: Raw -1051921.159280 + Penalty 4420.319431 = -1047500.839849
  nChanged 4
		SP:Iteration 47Q (87130.060000 sec): 3 clusters
  Score: Raw -1051921.702947 + Penalty 4420.319431 = -1047501.383516
  nChanged 0
		SP:Iteration 48F (87130.300000 sec): 3 clusters
  Score: Raw -1051921.702947 + Penalty 4420.319431 = -1047501.383516
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (6236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87130.450000 sec): 2 clusters
  Score: Raw -1003093.658684 + Penalty 2167.047369 = -1000926.611315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87130.680000 sec): 3 clusters
  Score: Raw -1000018.879686 + Penalty 4334.094738 = -995684.784947
  nChanged 2438
		SP:Iteration 1F (87130.860000 sec): 3 clusters
  Score: Raw -1001311.064052 + Penalty 4334.094738 = -996976.969314
  nChanged 444
		SP:Iteration 2F (87131.070000 sec): 3 clusters
  Score: Raw -1001555.724022 + Penalty 4334.094738 = -997221.629284
  nChanged 336
		SP:Iteration 3F (87131.360000 sec): 3 clusters
  Score: Raw -1001724.174861 + Penalty 4334.094738 = -997390.080123
  nChanged 254
		SP:Iteration 4Q (87131.560000 sec): 3 clusters
  Score: Raw -1001850.666559 + Penalty 4334.094738 = -997516.571821
  nChanged 223
		SP:Iteration 5Q (87131.740000 sec): 3 clusters
  Score: Raw -1001990.557635 + Penalty 4334.094738 = -997656.462896
  nChanged 239
		SP:Iteration 6Q (87131.900000 sec): 3 clusters
  Score: Raw -1002156.029454 + Penalty 4334.094738 = -997821.934716
  nChanged 276
		SP:Iteration 7Q (87132.090000 sec): 3 clusters
  Score: Raw -1002352.813906 + Penalty 4334.094738 = -998018.719168
  nChanged 296
		SP:Iteration 8Q (87132.280000 sec): 3 clusters
  Score: Raw -1002603.844843 + Penalty 4334.094738 = -998269.750105
  nChanged 297
		SP:Iteration 9Q (87132.570000 sec): 3 clusters
  Score: Raw -1002843.329994 + Penalty 4334.094738 = -998509.235256
  nChanged 267
		SP:Iteration 10Q (87132.780000 sec): 3 clusters
  Score: Raw -1003055.063325 + Penalty 4334.094738 = -998720.968586
  nChanged 252
		SP:Iteration 11Q (87133.060000 sec): 3 clusters
  Score: Raw -1003269.461233 + Penalty 4334.094738 = -998935.366495
  nChanged 215
		SP:Iteration 12Q (87133.250000 sec): 3 clusters
  Score: Raw -1003464.570839 + Penalty 4334.094738 = -999130.476101
  nChanged 180
		SP:Iteration 13Q (87133.490000 sec): 3 clusters
  Score: Raw -1003634.932143 + Penalty 4334.094738 = -999300.837405
  nChanged 153
		SP:Iteration 14Q (87133.670000 sec): 3 clusters
  Score: Raw -1003730.225130 + Penalty 4334.094738 = -999396.130392
  nChanged 139
		SP:Iteration 15Q (87133.920000 sec): 3 clusters
  Score: Raw -1003811.193544 + Penalty 4334.094738 = -999477.098806
  nChanged 145
		SP:Iteration 16Q (87134.150000 sec): 3 clusters
  Score: Raw -1003883.832986 + Penalty 4334.094738 = -999549.738248
  nChanged 133
		SP:Iteration 17Q (87134.300000 sec): 3 clusters
  Score: Raw -1003954.882081 + Penalty 4334.094738 = -999620.787343
  nChanged 123
		SP:Iteration 18Q (87134.510000 sec): 3 clusters
  Score: Raw -1004015.298959 + Penalty 4334.094738 = -999681.204221
  nChanged 108
		SP:Iteration 19Q (87134.710000 sec): 3 clusters
  Score: Raw -1004065.611735 + Penalty 4334.094738 = -999731.516997
  nChanged 109
		SP:Iteration 20F (87134.890000 sec): 3 clusters
  Score: Raw -1004114.004921 + Penalty 4334.094738 = -999779.910183
  nChanged 104
		SP:Iteration 21Q (87135.080000 sec): 3 clusters
  Score: Raw -1004159.450850 + Penalty 4334.094738 = -999825.356112
  nChanged 98
		SP:Iteration 22Q (87135.200000 sec): 3 clusters
  Score: Raw -1004212.405186 + Penalty 4334.094738 = -999878.310448
  nChanged 117
		SP:Iteration 23Q (87135.410000 sec): 3 clusters
  Score: Raw -1004279.230925 + Penalty 4334.094738 = -999945.136186
  nChanged 118
		SP:Iteration 24Q (87135.670000 sec): 3 clusters
  Score: Raw -1004365.190457 + Penalty 4334.094738 = -1000031.095719
  nChanged 132
		SP:Iteration 25Q (87135.840000 sec): 3 clusters
  Score: Raw -1004469.822638 + Penalty 4334.094738 = -1000135.727900
  nChanged 108
		SP:Iteration 26Q (87136.140000 sec): 3 clusters
  Score: Raw -1004563.801348 + Penalty 4334.094738 = -1000229.706610
  nChanged 99
		SP:Iteration 27Q (87136.380000 sec): 3 clusters
  Score: Raw -1004634.869845 + Penalty 4334.094738 = -1000300.775107
  nChanged 72
		SP:Iteration 28Q (87136.580000 sec): 3 clusters
  Score: Raw -1004676.857616 + Penalty 4334.094738 = -1000342.762878
  nChanged 69
		SP:Iteration 29Q (87136.820000 sec): 3 clusters
  Score: Raw -1004711.606428 + Penalty 4334.094738 = -1000377.511690
  nChanged 48
		SP:Iteration 30Q (87137.070000 sec): 3 clusters
  Score: Raw -1004734.920579 + Penalty 4334.094738 = -1000400.825841
  nChanged 35
		SP:Iteration 31Q (87137.330000 sec): 3 clusters
  Score: Raw -1004751.267022 + Penalty 4334.094738 = -1000417.172284
  nChanged 18
		SP:Iteration 32Q (87137.590000 sec): 3 clusters
  Score: Raw -1004757.996781 + Penalty 4334.094738 = -1000423.902042
  nChanged 10
		SP:Iteration 33Q (87137.740000 sec): 3 clusters
  Score: Raw -1004761.447053 + Penalty 4334.094738 = -1000427.352315
  nChanged 5
		SP:Iteration 34Q (87137.970000 sec): 3 clusters
  Score: Raw -1004763.012844 + Penalty 4334.094738 = -1000428.918106
  nChanged 3
		SP:Iteration 35Q (87138.210000 sec): 3 clusters
  Score: Raw -1004763.900766 + Penalty 4334.094738 = -1000429.806028
  nChanged 3
		SP:Iteration 36Q (87138.390000 sec): 3 clusters
  Score: Raw -1004764.540520 + Penalty 4334.094738 = -1000430.445782
  nChanged 1
		SP:Iteration 37Q (87138.610000 sec): 3 clusters
  Score: Raw -1004764.911688 + Penalty 4334.094738 = -1000430.816949
  nChanged 1
		SP:Iteration 38Q (87138.850000 sec): 3 clusters
  Score: Raw -1004765.047096 + Penalty 4334.094738 = -1000430.952358
  nChanged 1
		SP:Iteration 39Q (87138.990000 sec): 3 clusters
  Score: Raw -1004765.115974 + Penalty 4334.094738 = -1000431.021236
  nChanged 0
		SP:Iteration 40F (87139.250000 sec): 3 clusters
  Score: Raw -1004765.115974 + Penalty 4334.094738 = -1000431.021236
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (4166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87139.430000 sec): 2 clusters
  Score: Raw -628396.822818 + Penalty 2067.008482 = -626329.814336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87139.640000 sec): 3 clusters
  Score: Raw -626524.334816 + Penalty 4134.016964 = -622390.317852
  nChanged 1537
		SP:Iteration 1F (87139.890000 sec): 3 clusters
  Score: Raw -627443.254406 + Penalty 4134.016964 = -623309.237441
  nChanged 300
		SP:Iteration 2F (87140.100000 sec): 3 clusters
  Score: Raw -627615.968638 + Penalty 4134.016964 = -623481.951674
  nChanged 201
		SP:Iteration 3Q (87140.370000 sec): 3 clusters
  Score: Raw -627743.614009 + Penalty 4134.016964 = -623609.597045
  nChanged 155
		SP:Iteration 4Q (87140.550000 sec): 3 clusters
  Score: Raw -627821.507072 + Penalty 4134.016964 = -623687.490108
  nChanged 123
		SP:Iteration 5Q (87140.740000 sec): 3 clusters
  Score: Raw -627878.562463 + Penalty 4134.016964 = -623744.545499
  nChanged 92
		SP:Iteration 6Q (87140.920000 sec): 3 clusters
  Score: Raw -627925.848639 + Penalty 4134.016964 = -623791.831675
  nChanged 87
		SP:Iteration 7Q (87141.070000 sec): 3 clusters
  Score: Raw -627969.833955 + Penalty 4134.016964 = -623835.816990
  nChanged 83
		SP:Iteration 8Q (87141.260000 sec): 3 clusters
  Score: Raw -628023.351264 + Penalty 4134.016964 = -623889.334300
  nChanged 82
		SP:Iteration 9Q (87141.430000 sec): 3 clusters
  Score: Raw -628081.332179 + Penalty 4134.016964 = -623947.315215
  nChanged 88
		SP:Iteration 10Q (87141.600000 sec): 3 clusters
  Score: Raw -628151.115475 + Penalty 4134.016964 = -624017.098510
  nChanged 95
		SP:Iteration 11Q (87141.720000 sec): 3 clusters
  Score: Raw -628232.072462 + Penalty 4134.016964 = -624098.055498
  nChanged 91
		SP:Iteration 12Q (87141.900000 sec): 3 clusters
  Score: Raw -628316.911746 + Penalty 4134.016964 = -624182.894782
  nChanged 106
		SP:Iteration 13Q (87142.080000 sec): 3 clusters
  Score: Raw -628400.898898 + Penalty 4134.016964 = -624266.881934
  nChanged 93
		SP:Iteration 14Q (87142.250000 sec): 3 clusters
  Score: Raw -628456.417616 + Penalty 4134.016964 = -624322.400651
  nChanged 79
		SP:Iteration 15Q (87142.430000 sec): 3 clusters
  Score: Raw -628502.033677 + Penalty 4134.016964 = -624368.016713
  nChanged 83
		SP:Iteration 16Q (87142.570000 sec): 3 clusters
  Score: Raw -628543.893097 + Penalty 4134.016964 = -624409.876132
  nChanged 79
		SP:Iteration 17Q (87142.720000 sec): 3 clusters
  Score: Raw -628578.499666 + Penalty 4134.016964 = -624444.482701
  nChanged 72
		SP:Iteration 18Q (87142.920000 sec): 3 clusters
  Score: Raw -628609.483027 + Penalty 4134.016964 = -624475.466062
  nChanged 76
		SP:Iteration 19Q (87143.130000 sec): 3 clusters
  Score: Raw -628642.513760 + Penalty 4134.016964 = -624508.496796
  nChanged 76
		SP:Iteration 20F (87143.340000 sec): 3 clusters
  Score: Raw -628683.881173 + Penalty 4134.016964 = -624549.864208
  nChanged 83
		SP:Iteration 21Q (87143.580000 sec): 3 clusters
  Score: Raw -628738.385517 + Penalty 4134.016964 = -624604.368552
  nChanged 93
		SP:Iteration 22Q (87143.740000 sec): 3 clusters
  Score: Raw -628792.111593 + Penalty 4134.016964 = -624658.094629
  nChanged 86
		SP:Iteration 23Q (87143.960000 sec): 3 clusters
  Score: Raw -628846.966077 + Penalty 4134.016964 = -624712.949113
  nChanged 79
		SP:Iteration 24Q (87144.120000 sec): 3 clusters
  Score: Raw -628902.403899 + Penalty 4134.016964 = -624768.386935
  nChanged 91
		SP:Iteration 25Q (87144.300000 sec): 3 clusters
  Score: Raw -628963.068524 + Penalty 4134.016964 = -624829.051560
  nChanged 82
		SP:Iteration 26Q (87144.510000 sec): 3 clusters
  Score: Raw -629013.866847 + Penalty 4134.016964 = -624879.849882
  nChanged 70
		SP:Iteration 27Q (87144.660000 sec): 3 clusters
  Score: Raw -629065.683514 + Penalty 4134.016964 = -624931.666549
  nChanged 57
		SP:Iteration 28Q (87144.870000 sec): 3 clusters
  Score: Raw -629097.030477 + Penalty 4134.016964 = -624963.013512
  nChanged 48
		SP:Iteration 29Q (87145.020000 sec): 3 clusters
  Score: Raw -629119.322126 + Penalty 4134.016964 = -624985.305162
  nChanged 31
		SP:Iteration 30Q (87145.250000 sec): 3 clusters
  Score: Raw -629132.800311 + Penalty 4134.016964 = -624998.783346
  nChanged 30
		SP:Iteration 31Q (87145.410000 sec): 3 clusters
  Score: Raw -629150.030048 + Penalty 4134.016964 = -625016.013084
  nChanged 31
		SP:Iteration 32Q (87145.680000 sec): 3 clusters
  Score: Raw -629166.105704 + Penalty 4134.016964 = -625032.088740
  nChanged 22
		SP:Iteration 33Q (87145.900000 sec): 3 clusters
  Score: Raw -629177.399182 + Penalty 4134.016964 = -625043.382218
  nChanged 18
		SP:Iteration 34Q (87146.100000 sec): 3 clusters
  Score: Raw -629188.296725 + Penalty 4134.016964 = -625054.279760
  nChanged 18
		SP:Iteration 35Q (87146.360000 sec): 3 clusters
  Score: Raw -629198.752950 + Penalty 4134.016964 = -625064.735986
  nChanged 13
		SP:Iteration 36Q (87146.560000 sec): 3 clusters
  Score: Raw -629206.498935 + Penalty 4134.016964 = -625072.481971
  nChanged 11
		SP:Iteration 37Q (87146.780000 sec): 3 clusters
  Score: Raw -629211.457358 + Penalty 4134.016964 = -625077.440393
  nChanged 9
		SP:Iteration 38Q (87146.960000 sec): 3 clusters
  Score: Raw -629215.539572 + Penalty 4134.016964 = -625081.522607
  nChanged 7
		SP:Iteration 39Q (87147.140000 sec): 3 clusters
  Score: Raw -629218.709177 + Penalty 4134.016964 = -625084.692213
  nChanged 9
		SP:Iteration 40F (87147.320000 sec): 3 clusters
  Score: Raw -629222.253759 + Penalty 4134.016964 = -625088.236795
  nChanged 6
		SP:Iteration 41Q (87147.500000 sec): 3 clusters
  Score: Raw -629226.085941 + Penalty 4134.016964 = -625092.068977
  nChanged 9
		SP:Iteration 42Q (87147.660000 sec): 3 clusters
  Score: Raw -629230.397351 + Penalty 4134.016964 = -625096.380387
  nChanged 6
		SP:Iteration 43Q (87147.830000 sec): 3 clusters
  Score: Raw -629232.579148 + Penalty 4134.016964 = -625098.562183
  nChanged 4
		SP:Iteration 44Q (87148.020000 sec): 3 clusters
  Score: Raw -629233.522091 + Penalty 4134.016964 = -625099.505127
  nChanged 2
		SP:Iteration 45Q (87148.200000 sec): 3 clusters
  Score: Raw -629234.089612 + Penalty 4134.016964 = -625100.072648
  nChanged 3
		SP:Iteration 46Q (87148.370000 sec): 3 clusters
  Score: Raw -629234.745494 + Penalty 4134.016964 = -625100.728530
  nChanged 0
		SP:Iteration 47F (87148.520000 sec): 3 clusters
  Score: Raw -629234.745494 + Penalty 4134.016964 = -625100.728530
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (9715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87148.660000 sec): 2 clusters
  Score: Raw -1477694.591887 + Penalty 2276.993738 = -1475417.598150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87148.940000 sec): 3 clusters
  Score: Raw -1472544.069219 + Penalty 4553.987475 = -1467990.081743
  nChanged 4030
		SP:Iteration 1F (87149.190000 sec): 3 clusters
  Score: Raw -1474711.690943 + Penalty 4553.987475 = -1470157.703467
  nChanged 688
		SP:Iteration 2F (87149.500000 sec): 3 clusters
  Score: Raw -1475050.385934 + Penalty 4553.987475 = -1470496.398458
  nChanged 490
		SP:Iteration 3F (87149.720000 sec): 3 clusters
  Score: Raw -1475312.546480 + Penalty 4553.987475 = -1470758.559004
  nChanged 470
		SP:Iteration 4Q (87149.950000 sec): 3 clusters
  Score: Raw -1475551.323910 + Penalty 4553.987475 = -1470997.336435
  nChanged 416
		SP:Iteration 5Q (87150.170000 sec): 3 clusters
  Score: Raw -1475761.496922 + Penalty 4553.987475 = -1471207.509447
  nChanged 390
		SP:Iteration 6Q (87150.390000 sec): 3 clusters
  Score: Raw -1475993.944795 + Penalty 4553.987475 = -1471439.957319
  nChanged 434
		SP:Iteration 7Q (87150.670000 sec): 3 clusters
  Score: Raw -1476294.907428 + Penalty 4553.987475 = -1471740.919953
  nChanged 472
		SP:Iteration 8Q (87150.870000 sec): 3 clusters
  Score: Raw -1476639.540415 + Penalty 4553.987475 = -1472085.552940
  nChanged 471
		SP:Iteration 9Q (87151.080000 sec): 3 clusters
  Score: Raw -1477001.381131 + Penalty 4553.987475 = -1472447.393656
  nChanged 458
		SP:Iteration 10Q (87151.290000 sec): 3 clusters
  Score: Raw -1477321.569582 + Penalty 4553.987475 = -1472767.582107
  nChanged 392
		SP:Iteration 11Q (87151.540000 sec): 3 clusters
  Score: Raw -1477565.549090 + Penalty 4553.987475 = -1473011.561615
  nChanged 315
		SP:Iteration 12Q (87151.760000 sec): 3 clusters
  Score: Raw -1477750.415512 + Penalty 4553.987475 = -1473196.428037
  nChanged 278
		SP:Iteration 13Q (87152.040000 sec): 3 clusters
  Score: Raw -1477881.090864 + Penalty 4553.987475 = -1473327.103389
  nChanged 218
		SP:Iteration 14Q (87152.380000 sec): 3 clusters
  Score: Raw -1477963.319027 + Penalty 4553.987475 = -1473409.331551
  nChanged 156
		SP:Iteration 15Q (87152.630000 sec): 3 clusters
  Score: Raw -1478010.734971 + Penalty 4553.987475 = -1473456.747495
  nChanged 110
		SP:Iteration 16Q (87152.820000 sec): 3 clusters
  Score: Raw -1478043.622324 + Penalty 4553.987475 = -1473489.634848
  nChanged 80
		SP:Iteration 17Q (87153.120000 sec): 3 clusters
  Score: Raw -1478066.604967 + Penalty 4553.987475 = -1473512.617492
  nChanged 63
		SP:Iteration 18Q (87153.340000 sec): 3 clusters
  Score: Raw -1478083.082262 + Penalty 4553.987475 = -1473529.094787
  nChanged 57
		SP:Iteration 19Q (87153.600000 sec): 3 clusters
  Score: Raw -1478098.349829 + Penalty 4553.987475 = -1473544.362353
  nChanged 51
		SP:Iteration 20F (87153.790000 sec): 3 clusters
  Score: Raw -1478108.704797 + Penalty 4553.987475 = -1473554.717321
  nChanged 41
		SP:Iteration 21Q (87154.020000 sec): 3 clusters
  Score: Raw -1478119.548157 + Penalty 4553.987475 = -1473565.560681
  nChanged 46
		SP:Iteration 22Q (87154.200000 sec): 3 clusters
  Score: Raw -1478132.200593 + Penalty 4553.987475 = -1473578.213118
  nChanged 39
		SP:Iteration 23Q (87154.510000 sec): 3 clusters
  Score: Raw -1478140.774304 + Penalty 4553.987475 = -1473586.786829
  nChanged 39
		SP:Iteration 24Q (87154.740000 sec): 3 clusters
  Score: Raw -1478147.413500 + Penalty 4553.987475 = -1473593.426025
  nChanged 38
		SP:Iteration 25Q (87155.020000 sec): 3 clusters
  Score: Raw -1478154.153868 + Penalty 4553.987475 = -1473600.166392
  nChanged 28
		SP:Iteration 26Q (87155.220000 sec): 3 clusters
  Score: Raw -1478159.520344 + Penalty 4553.987475 = -1473605.532868
  nChanged 36
		SP:Iteration 27Q (87155.440000 sec): 3 clusters
  Score: Raw -1478165.653454 + Penalty 4553.987475 = -1473611.665979
  nChanged 31
		SP:Iteration 28Q (87155.700000 sec): 3 clusters
  Score: Raw -1478169.984726 + Penalty 4553.987475 = -1473615.997251
  nChanged 16
		SP:Iteration 29Q (87155.910000 sec): 3 clusters
  Score: Raw -1478172.237301 + Penalty 4553.987475 = -1473618.249826
  nChanged 23
		SP:Iteration 30Q (87156.120000 sec): 3 clusters
  Score: Raw -1478177.820891 + Penalty 4553.987475 = -1473623.833416
  nChanged 33
		SP:Iteration 31Q (87156.360000 sec): 3 clusters
  Score: Raw -1478183.431770 + Penalty 4553.987475 = -1473629.444295
  nChanged 30
		SP:Iteration 32Q (87156.650000 sec): 3 clusters
  Score: Raw -1478188.682563 + Penalty 4553.987475 = -1473634.695088
  nChanged 26
		SP:Iteration 33Q (87156.850000 sec): 3 clusters
  Score: Raw -1478193.174574 + Penalty 4553.987475 = -1473639.187099
  nChanged 19
		SP:Iteration 34Q (87157.020000 sec): 3 clusters
  Score: Raw -1478197.260395 + Penalty 4553.987475 = -1473643.272919
  nChanged 32
		SP:Iteration 35Q (87157.190000 sec): 3 clusters
  Score: Raw -1478204.576162 + Penalty 4553.987475 = -1473650.588687
  nChanged 34
		SP:Iteration 36Q (87157.430000 sec): 3 clusters
  Score: Raw -1478212.094083 + Penalty 4553.987475 = -1473658.106608
  nChanged 37
		SP:Iteration 37Q (87157.620000 sec): 3 clusters
  Score: Raw -1478220.290728 + Penalty 4553.987475 = -1473666.303253
  nChanged 39
		SP:Iteration 38Q (87157.800000 sec): 3 clusters
  Score: Raw -1478229.234595 + Penalty 4553.987475 = -1473675.247120
  nChanged 38
		SP:Iteration 39Q (87157.960000 sec): 3 clusters
  Score: Raw -1478238.667172 + Penalty 4553.987475 = -1473684.679696
  nChanged 46
		SP:Iteration 40F (87158.140000 sec): 3 clusters
  Score: Raw -1478249.980367 + Penalty 4553.987475 = -1473695.992892
  nChanged 37
		SP:Iteration 41Q (87158.440000 sec): 3 clusters
  Score: Raw -1478258.435173 + Penalty 4553.987475 = -1473704.447698
  nChanged 34
		SP:Iteration 42Q (87158.680000 sec): 3 clusters
  Score: Raw -1478265.537280 + Penalty 4553.987475 = -1473711.549804
  nChanged 24
		SP:Iteration 43Q (87158.900000 sec): 3 clusters
  Score: Raw -1478270.613513 + Penalty 4553.987475 = -1473716.626038
  nChanged 26
		SP:Iteration 44Q (87159.120000 sec): 3 clusters
  Score: Raw -1478275.709778 + Penalty 4553.987475 = -1473721.722303
  nChanged 27
		SP:Iteration 45Q (87159.330000 sec): 3 clusters
  Score: Raw -1478282.441071 + Penalty 4553.987475 = -1473728.453595
  nChanged 38
		SP:Iteration 46Q (87159.570000 sec): 3 clusters
  Score: Raw -1478290.330441 + Penalty 4553.987475 = -1473736.342965
  nChanged 38
		SP:Iteration 47Q (87159.760000 sec): 3 clusters
  Score: Raw -1478299.473146 + Penalty 4553.987475 = -1473745.485671
  nChanged 36
		SP:Iteration 48Q (87160.000000 sec): 3 clusters
  Score: Raw -1478308.256319 + Penalty 4553.987475 = -1473754.268844
  nChanged 37
		SP:Iteration 49Q (87160.260000 sec): 3 clusters
  Score: Raw -1478315.794252 + Penalty 4553.987475 = -1473761.806776
  nChanged 30
		SP:Iteration 50Q (87160.440000 sec): 3 clusters
  Score: Raw -1478322.701502 + Penalty 4553.987475 = -1473768.714026
  nChanged 31
		SP:Iteration 51Q (87160.660000 sec): 3 clusters
  Score: Raw -1478328.642651 + Penalty 4553.987475 = -1473774.655176
  nChanged 30
		SP:Iteration 52Q (87160.960000 sec): 3 clusters
  Score: Raw -1478333.805104 + Penalty 4553.987475 = -1473779.817628
  nChanged 25
		SP:Iteration 53Q (87161.160000 sec): 3 clusters
  Score: Raw -1478338.061818 + Penalty 4553.987475 = -1473784.074343
  nChanged 20
		SP:Iteration 54Q (87161.350000 sec): 3 clusters
  Score: Raw -1478343.050882 + Penalty 4553.987475 = -1473789.063406
  nChanged 22
		SP:Iteration 55Q (87161.580000 sec): 3 clusters
  Score: Raw -1478346.965631 + Penalty 4553.987475 = -1473792.978156
  nChanged 13
		SP:Iteration 56Q (87161.790000 sec): 3 clusters
  Score: Raw -1478349.510169 + Penalty 4553.987475 = -1473795.522694
  nChanged 14
		SP:Iteration 57Q (87161.950000 sec): 3 clusters
  Score: Raw -1478352.039881 + Penalty 4553.987475 = -1473798.052405
  nChanged 14
		SP:Iteration 58Q (87162.170000 sec): 3 clusters
  Score: Raw -1478354.038185 + Penalty 4553.987475 = -1473800.050709
  nChanged 14
		SP:Iteration 59Q (87162.320000 sec): 3 clusters
  Score: Raw -1478356.174913 + Penalty 4553.987475 = -1473802.187438
  nChanged 11
		SP:Iteration 60F (87162.490000 sec): 3 clusters
  Score: Raw -1478358.233343 + Penalty 4553.987475 = -1473804.245867
  nChanged 8
		SP:Iteration 61Q (87162.710000 sec): 3 clusters
  Score: Raw -1478359.454894 + Penalty 4553.987475 = -1473805.467419
  nChanged 9
		SP:Iteration 62Q (87162.900000 sec): 3 clusters
  Score: Raw -1478360.877410 + Penalty 4553.987475 = -1473806.889935
  nChanged 8
		SP:Iteration 63Q (87163.090000 sec): 3 clusters
  Score: Raw -1478362.958265 + Penalty 4553.987475 = -1473808.970790
  nChanged 13
		SP:Iteration 64Q (87163.250000 sec): 3 clusters
  Score: Raw -1478365.878706 + Penalty 4553.987475 = -1473811.891231
  nChanged 12
		SP:Iteration 65Q (87163.450000 sec): 3 clusters
  Score: Raw -1478367.481967 + Penalty 4553.987475 = -1473813.494491
  nChanged 7
		SP:Iteration 66Q (87163.670000 sec): 3 clusters
  Score: Raw -1478368.286269 + Penalty 4553.987475 = -1473814.298793
  nChanged 4
		SP:Iteration 67Q (87163.900000 sec): 3 clusters
  Score: Raw -1478368.749052 + Penalty 4553.987475 = -1473814.761576
  nChanged 5
		SP:Iteration 68Q (87164.130000 sec): 3 clusters
  Score: Raw -1478369.601442 + Penalty 4553.987475 = -1473815.613966
  nChanged 5
		SP:Iteration 69Q (87164.280000 sec): 3 clusters
  Score: Raw -1478370.428745 + Penalty 4553.987475 = -1473816.441270
  nChanged 4
		SP:Iteration 70Q (87164.450000 sec): 3 clusters
  Score: Raw -1478370.961249 + Penalty 4553.987475 = -1473816.973773
  nChanged 4
		SP:Iteration 71Q (87164.670000 sec): 3 clusters
  Score: Raw -1478371.545015 + Penalty 4553.987475 = -1473817.557540
  nChanged 7
		SP:Iteration 72Q (87164.930000 sec): 3 clusters
  Score: Raw -1478372.439671 + Penalty 4553.987475 = -1473818.452195
  nChanged 8
		SP:Iteration 73Q (87165.150000 sec): 3 clusters
  Score: Raw -1478373.168709 + Penalty 4553.987475 = -1473819.181233
  nChanged 5
		SP:Iteration 74Q (87165.350000 sec): 3 clusters
  Score: Raw -1478373.603764 + Penalty 4553.987475 = -1473819.616289
  nChanged 3
		SP:Iteration 75Q (87165.540000 sec): 3 clusters
  Score: Raw -1478374.110308 + Penalty 4553.987475 = -1473820.122832
  nChanged 3
		SP:Iteration 76Q (87165.770000 sec): 3 clusters
  Score: Raw -1478374.495805 + Penalty 4553.987475 = -1473820.508330
  nChanged 0
		SP:Iteration 77F (87166.010000 sec): 3 clusters
  Score: Raw -1478374.495805 + Penalty 4553.987475 = -1473820.508330
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (8497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87166.110000 sec): 2 clusters
  Score: Raw -1296320.903267 + Penalty 2243.772173 = -1294077.131094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87166.320000 sec): 3 clusters
  Score: Raw -1291867.361321 + Penalty 4487.544346 = -1287379.816975
  nChanged 3470
		SP:Iteration 1F (87166.530000 sec): 3 clusters
  Score: Raw -1293859.893039 + Penalty 4487.544346 = -1289372.348694
  nChanged 586
		SP:Iteration 2F (87166.730000 sec): 3 clusters
  Score: Raw -1294141.760634 + Penalty 4487.544346 = -1289654.216288
  nChanged 434
		SP:Iteration 3F (87166.930000 sec): 3 clusters
  Score: Raw -1294406.658970 + Penalty 4487.544346 = -1289919.114624
  nChanged 415
		SP:Iteration 4Q (87167.160000 sec): 3 clusters
  Score: Raw -1294685.681754 + Penalty 4487.544346 = -1290198.137408
  nChanged 405
		SP:Iteration 5Q (87167.380000 sec): 3 clusters
  Score: Raw -1294980.480016 + Penalty 4487.544346 = -1290492.935670
  nChanged 400
		SP:Iteration 6Q (87167.590000 sec): 3 clusters
  Score: Raw -1295272.336311 + Penalty 4487.544346 = -1290784.791965
  nChanged 361
		SP:Iteration 7Q (87167.820000 sec): 3 clusters
  Score: Raw -1295464.826738 + Penalty 4487.544346 = -1290977.282392
  nChanged 306
		SP:Iteration 8Q (87168.020000 sec): 3 clusters
  Score: Raw -1295622.476697 + Penalty 4487.544346 = -1291134.932351
  nChanged 270
		SP:Iteration 9Q (87168.240000 sec): 3 clusters
  Score: Raw -1295747.110847 + Penalty 4487.544346 = -1291259.566502
  nChanged 230
		SP:Iteration 10Q (87168.450000 sec): 3 clusters
  Score: Raw -1295843.545343 + Penalty 4487.544346 = -1291356.000997
  nChanged 186
		SP:Iteration 11Q (87168.680000 sec): 3 clusters
  Score: Raw -1295912.036241 + Penalty 4487.544346 = -1291424.491895
  nChanged 166
		SP:Iteration 12Q (87168.820000 sec): 3 clusters
  Score: Raw -1295960.591227 + Penalty 4487.544346 = -1291473.046882
  nChanged 135
		SP:Iteration 13Q (87168.980000 sec): 3 clusters
  Score: Raw -1295996.448262 + Penalty 4487.544346 = -1291508.903916
  nChanged 103
		SP:Iteration 14Q (87169.210000 sec): 3 clusters
  Score: Raw -1296027.087446 + Penalty 4487.544346 = -1291539.543100
  nChanged 103
		SP:Iteration 15Q (87169.420000 sec): 3 clusters
  Score: Raw -1296059.124427 + Penalty 4487.544346 = -1291571.580081
  nChanged 108
		SP:Iteration 16Q (87169.660000 sec): 3 clusters
  Score: Raw -1296090.954857 + Penalty 4487.544346 = -1291603.410511
  nChanged 74
		SP:Iteration 17Q (87169.840000 sec): 3 clusters
  Score: Raw -1296107.869096 + Penalty 4487.544346 = -1291620.324750
  nChanged 45
		SP:Iteration 18Q (87170.160000 sec): 3 clusters
  Score: Raw -1296118.244821 + Penalty 4487.544346 = -1291630.700475
  nChanged 56
		SP:Iteration 19Q (87170.400000 sec): 3 clusters
  Score: Raw -1296132.091164 + Penalty 4487.544346 = -1291644.546818
  nChanged 58
		SP:Iteration 20F (87170.630000 sec): 3 clusters
  Score: Raw -1296144.213609 + Penalty 4487.544346 = -1291656.669264
  nChanged 46
		SP:Iteration 21Q (87170.890000 sec): 3 clusters
  Score: Raw -1296153.178269 + Penalty 4487.544346 = -1291665.633923
  nChanged 36
		SP:Iteration 22Q (87171.100000 sec): 3 clusters
  Score: Raw -1296161.080847 + Penalty 4487.544346 = -1291673.536502
  nChanged 38
		SP:Iteration 23Q (87171.320000 sec): 3 clusters
  Score: Raw -1296170.811065 + Penalty 4487.544346 = -1291683.266719
  nChanged 37
		SP:Iteration 24Q (87171.620000 sec): 3 clusters
  Score: Raw -1296178.389899 + Penalty 4487.544346 = -1291690.845553
  nChanged 24
		SP:Iteration 25Q (87171.780000 sec): 3 clusters
  Score: Raw -1296182.221438 + Penalty 4487.544346 = -1291694.677092
  nChanged 17
		SP:Iteration 26Q (87172.020000 sec): 3 clusters
  Score: Raw -1296184.887773 + Penalty 4487.544346 = -1291697.343427
  nChanged 14
		SP:Iteration 27Q (87172.270000 sec): 3 clusters
  Score: Raw -1296187.465885 + Penalty 4487.544346 = -1291699.921539
  nChanged 12
		SP:Iteration 28Q (87172.490000 sec): 3 clusters
  Score: Raw -1296189.995729 + Penalty 4487.544346 = -1291702.451384
  nChanged 19
		SP:Iteration 29Q (87172.700000 sec): 3 clusters
  Score: Raw -1296193.726530 + Penalty 4487.544346 = -1291706.182184
  nChanged 14
		SP:Iteration 30Q (87172.900000 sec): 3 clusters
  Score: Raw -1296197.926500 + Penalty 4487.544346 = -1291710.382155
  nChanged 16
		SP:Iteration 31Q (87173.080000 sec): 3 clusters
  Score: Raw -1296201.067401 + Penalty 4487.544346 = -1291713.523056
  nChanged 19
		SP:Iteration 32Q (87173.300000 sec): 3 clusters
  Score: Raw -1296204.968854 + Penalty 4487.544346 = -1291717.424508
  nChanged 15
		SP:Iteration 33Q (87173.500000 sec): 3 clusters
  Score: Raw -1296207.438272 + Penalty 4487.544346 = -1291719.893926
  nChanged 12
		SP:Iteration 34Q (87173.710000 sec): 3 clusters
  Score: Raw -1296209.097421 + Penalty 4487.544346 = -1291721.553075
  nChanged 5
		SP:Iteration 35Q (87174.000000 sec): 3 clusters
  Score: Raw -1296210.222827 + Penalty 4487.544346 = -1291722.678481
  nChanged 6
		SP:Iteration 36Q (87174.240000 sec): 3 clusters
  Score: Raw -1296211.074055 + Penalty 4487.544346 = -1291723.529709
  nChanged 5
		SP:Iteration 37Q (87174.470000 sec): 3 clusters
  Score: Raw -1296212.004037 + Penalty 4487.544346 = -1291724.459691
  nChanged 6
		SP:Iteration 38Q (87174.680000 sec): 3 clusters
  Score: Raw -1296213.166287 + Penalty 4487.544346 = -1291725.621941
  nChanged 8
		SP:Iteration 39Q (87174.920000 sec): 3 clusters
  Score: Raw -1296214.099231 + Penalty 4487.544346 = -1291726.554885
  nChanged 6
		SP:Iteration 40F (87175.140000 sec): 3 clusters
  Score: Raw -1296215.235456 + Penalty 4487.544346 = -1291727.691110
  nChanged 5
		SP:Iteration 41Q (87175.340000 sec): 3 clusters
  Score: Raw -1296215.674359 + Penalty 4487.544346 = -1291728.130013
  nChanged 1
		SP:Iteration 42Q (87175.550000 sec): 3 clusters
  Score: Raw -1296215.766030 + Penalty 4487.544346 = -1291728.221685
  nChanged 0
		SP:Iteration 43F (87175.740000 sec): 3 clusters
  Score: Raw -1296215.766030 + Penalty 4487.544346 = -1291728.221685
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (27356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87176.050000 sec): 2 clusters
  Score: Raw -4289444.039277 + Penalty 2533.739408 = -4286910.299868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87176.410000 sec): 3 clusters
  Score: Raw -4273320.619191 + Penalty 5067.478816 = -4268253.140374
  nChanged 12111
		SP:Iteration 1F (87176.780000 sec): 3 clusters
  Score: Raw -4279717.088708 + Penalty 5067.478816 = -4274649.609892
  nChanged 1167
		SP:Iteration 2Q (87177.120000 sec): 3 clusters
  Score: Raw -4280081.060484 + Penalty 5067.478816 = -4275013.581668
  nChanged 1025
		SP:Iteration 3Q (87177.550000 sec): 3 clusters
  Score: Raw -4280397.769946 + Penalty 5067.478816 = -4275330.291129
  nChanged 1007
		SP:Iteration 4Q (87177.970000 sec): 3 clusters
  Score: Raw -4280738.290298 + Penalty 5067.478816 = -4275670.811482
  nChanged 1038
		SP:Iteration 5Q (87178.350000 sec): 3 clusters
  Score: Raw -4281116.961753 + Penalty 5067.478816 = -4276049.482937
  nChanged 1114
		SP:Iteration 6Q (87178.710000 sec): 3 clusters
  Score: Raw -4281563.908979 + Penalty 5067.478816 = -4276496.430162
  nChanged 1222
		SP:Iteration 7Q (87179.150000 sec): 3 clusters
  Score: Raw -4282113.909610 + Penalty 5067.478816 = -4277046.430794
  nChanged 1363
		SP:Iteration 8Q (87179.500000 sec): 3 clusters
  Score: Raw -4282764.828161 + Penalty 5067.478816 = -4277697.349344
  nChanged 1413
		SP:Iteration 9F (87179.910000 sec): 3 clusters
  Score: Raw -4283505.256739 + Penalty 5067.478816 = -4278437.777922
  nChanged 1451
		SP:Iteration 10F (87180.310000 sec): 3 clusters
  Score: Raw -4284353.766563 + Penalty 5067.478816 = -4279286.287747
  nChanged 1507
		SP:Iteration 11F (87180.760000 sec): 3 clusters
  Score: Raw -4285275.285089 + Penalty 5067.478816 = -4280207.806273
  nChanged 1391
		SP:Iteration 12F (87181.150000 sec): 3 clusters
  Score: Raw -4286148.014632 + Penalty 5067.478816 = -4281080.535816
  nChanged 1281
		SP:Iteration 13Q (87181.570000 sec): 3 clusters
  Score: Raw -4286949.451288 + Penalty 5067.478816 = -4281881.972471
  nChanged 1072
		SP:Iteration 14Q (87181.910000 sec): 3 clusters
  Score: Raw -4287588.919261 + Penalty 5067.478816 = -4282521.440444
  nChanged 834
		SP:Iteration 15Q (87182.310000 sec): 3 clusters
  Score: Raw -4288043.170372 + Penalty 5067.478816 = -4282975.691555
  nChanged 676
		SP:Iteration 16Q (87182.740000 sec): 3 clusters
  Score: Raw -4288383.630485 + Penalty 5067.478816 = -4283316.151668
  nChanged 555
		SP:Iteration 17Q (87183.060000 sec): 3 clusters
  Score: Raw -4288646.744831 + Penalty 5067.478816 = -4283579.266014
  nChanged 424
		SP:Iteration 18Q (87183.390000 sec): 3 clusters
  Score: Raw -4288838.799942 + Penalty 5067.478816 = -4283771.321126
  nChanged 381
		SP:Iteration 19Q (87183.730000 sec): 3 clusters
  Score: Raw -4289022.265993 + Penalty 5067.478816 = -4283954.787176
  nChanged 323
		SP:Iteration 20F (87184.040000 sec): 3 clusters
  Score: Raw -4289188.579172 + Penalty 5067.478816 = -4284121.100355
  nChanged 284
		SP:Iteration 21Q (87184.410000 sec): 3 clusters
  Score: Raw -4289321.412450 + Penalty 5067.478816 = -4284253.933634
  nChanged 234
		SP:Iteration 22Q (87184.800000 sec): 3 clusters
  Score: Raw -4289425.369425 + Penalty 5067.478816 = -4284357.890608
  nChanged 170
		SP:Iteration 23Q (87185.210000 sec): 3 clusters
  Score: Raw -4289495.391136 + Penalty 5067.478816 = -4284427.912320
  nChanged 140
		SP:Iteration 24Q (87185.480000 sec): 3 clusters
  Score: Raw -4289553.562667 + Penalty 5067.478816 = -4284486.083851
  nChanged 131
		SP:Iteration 25Q (87185.830000 sec): 3 clusters
  Score: Raw -4289609.949857 + Penalty 5067.478816 = -4284542.471040
  nChanged 108
		SP:Iteration 26Q (87186.180000 sec): 3 clusters
  Score: Raw -4289664.799306 + Penalty 5067.478816 = -4284597.320490
  nChanged 102
		SP:Iteration 27Q (87186.540000 sec): 3 clusters
  Score: Raw -4289710.183479 + Penalty 5067.478816 = -4284642.704663
  nChanged 75
		SP:Iteration 28Q (87186.920000 sec): 3 clusters
  Score: Raw -4289742.904746 + Penalty 5067.478816 = -4284675.425929
  nChanged 56
		SP:Iteration 29Q (87187.320000 sec): 3 clusters
  Score: Raw -4289769.472044 + Penalty 5067.478816 = -4284701.993228
  nChanged 40
		SP:Iteration 30Q (87187.680000 sec): 3 clusters
  Score: Raw -4289788.617206 + Penalty 5067.478816 = -4284721.138390
  nChanged 35
		SP:Iteration 31Q (87188.040000 sec): 3 clusters
  Score: Raw -4289807.314561 + Penalty 5067.478816 = -4284739.835744
  nChanged 29
		SP:Iteration 32Q (87188.410000 sec): 3 clusters
  Score: Raw -4289818.118978 + Penalty 5067.478816 = -4284750.640162
  nChanged 19
		SP:Iteration 33Q (87188.760000 sec): 3 clusters
  Score: Raw -4289827.361352 + Penalty 5067.478816 = -4284759.882535
  nChanged 18
		SP:Iteration 34Q (87189.170000 sec): 3 clusters
  Score: Raw -4289837.312251 + Penalty 5067.478816 = -4284769.833435
  nChanged 21
		SP:Iteration 35Q (87189.550000 sec): 3 clusters
  Score: Raw -4289845.357981 + Penalty 5067.478816 = -4284777.879164
  nChanged 13
		SP:Iteration 36Q (87189.890000 sec): 3 clusters
  Score: Raw -4289850.099501 + Penalty 5067.478816 = -4284782.620684
  nChanged 13
		SP:Iteration 37Q (87190.200000 sec): 3 clusters
  Score: Raw -4289854.895996 + Penalty 5067.478816 = -4284787.417180
  nChanged 6
		SP:Iteration 38Q (87190.550000 sec): 3 clusters
  Score: Raw -4289857.408620 + Penalty 5067.478816 = -4284789.929803
  nChanged 5
		SP:Iteration 39Q (87190.930000 sec): 3 clusters
  Score: Raw -4289859.004283 + Penalty 5067.478816 = -4284791.525467
  nChanged 5
		SP:Iteration 40F (87191.240000 sec): 3 clusters
  Score: Raw -4289860.813600 + Penalty 5067.478816 = -4284793.334784
  nChanged 2
		SP:Iteration 41Q (87191.600000 sec): 3 clusters
  Score: Raw -4289861.166328 + Penalty 5067.478816 = -4284793.687511
  nChanged 2
		SP:Iteration 42Q (87192.030000 sec): 3 clusters
  Score: Raw -4289861.533702 + Penalty 5067.478816 = -4284794.054886
  nChanged 0
		SP:Iteration 43F (87192.440000 sec): 3 clusters
  Score: Raw -4289861.533702 + Penalty 5067.478816 = -4284794.054886
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (21784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87192.720000 sec): 2 clusters
  Score: Raw -3472949.026909 + Penalty 2477.254897 = -3470471.772012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87193.010000 sec): 3 clusters
  Score: Raw -3460302.160315 + Penalty 4954.509793 = -3455347.650522
  nChanged 9637
		SP:Iteration 1F (87193.340000 sec): 3 clusters
  Score: Raw -3465681.069559 + Penalty 4954.509793 = -3460726.559766
  nChanged 1370
		SP:Iteration 2F (87193.730000 sec): 3 clusters
  Score: Raw -3466422.915017 + Penalty 4954.509793 = -3461468.405224
  nChanged 1374
		SP:Iteration 3F (87194.110000 sec): 3 clusters
  Score: Raw -3467305.156097 + Penalty 4954.509793 = -3462350.646304
  nChanged 1530
		SP:Iteration 4F (87194.550000 sec): 3 clusters
  Score: Raw -3468485.056624 + Penalty 4954.509793 = -3463530.546831
  nChanged 1545
		SP:Iteration 5F (87194.850000 sec): 3 clusters
  Score: Raw -3469762.618440 + Penalty 4954.509793 = -3464808.108647
  nChanged 1402
		SP:Iteration 6F (87195.220000 sec): 3 clusters
  Score: Raw -3470849.877698 + Penalty 4954.509793 = -3465895.367905
  nChanged 1147
		SP:Iteration 7F (87195.500000 sec): 3 clusters
  Score: Raw -3471680.801517 + Penalty 4954.509793 = -3466726.291724
  nChanged 951
		SP:Iteration 8Q (87195.890000 sec): 3 clusters
  Score: Raw -3472329.868711 + Penalty 4954.509793 = -3467375.358918
  nChanged 779
		SP:Iteration 9Q (87196.290000 sec): 3 clusters
  Score: Raw -3472818.066218 + Penalty 4954.509793 = -3467863.556425
  nChanged 601
		SP:Iteration 10Q (87196.570000 sec): 3 clusters
  Score: Raw -3473097.801338 + Penalty 4954.509793 = -3468143.291545
  nChanged 373
		SP:Iteration 11Q (87196.820000 sec): 3 clusters
  Score: Raw -3473240.890549 + Penalty 4954.509793 = -3468286.380756
  nChanged 256
		SP:Iteration 12Q (87197.160000 sec): 3 clusters
  Score: Raw -3473320.122236 + Penalty 4954.509793 = -3468365.612443
  nChanged 166
		SP:Iteration 13Q (87197.440000 sec): 3 clusters
  Score: Raw -3473359.375108 + Penalty 4954.509793 = -3468404.865315
  nChanged 132
		SP:Iteration 14Q (87197.710000 sec): 3 clusters
  Score: Raw -3473386.559628 + Penalty 4954.509793 = -3468432.049835
  nChanged 117
		SP:Iteration 15Q (87198.010000 sec): 3 clusters
  Score: Raw -3473409.921589 + Penalty 4954.509793 = -3468455.411796
  nChanged 95
		SP:Iteration 16Q (87198.290000 sec): 3 clusters
  Score: Raw -3473426.479166 + Penalty 4954.509793 = -3468471.969373
  nChanged 70
		SP:Iteration 17Q (87198.620000 sec): 3 clusters
  Score: Raw -3473437.626497 + Penalty 4954.509793 = -3468483.116704
  nChanged 78
		SP:Iteration 18Q (87198.940000 sec): 3 clusters
  Score: Raw -3473450.935136 + Penalty 4954.509793 = -3468496.425343
  nChanged 70
		SP:Iteration 19Q (87199.300000 sec): 3 clusters
  Score: Raw -3473461.635912 + Penalty 4954.509793 = -3468507.126119
  nChanged 71
		SP:Iteration 20F (87199.600000 sec): 3 clusters
  Score: Raw -3473473.149930 + Penalty 4954.509793 = -3468518.640137
  nChanged 64
		SP:Iteration 21Q (87199.940000 sec): 3 clusters
  Score: Raw -3473482.904407 + Penalty 4954.509793 = -3468528.394614
  nChanged 68
		SP:Iteration 22Q (87200.270000 sec): 3 clusters
  Score: Raw -3473492.457294 + Penalty 4954.509793 = -3468537.947501
  nChanged 67
		SP:Iteration 23Q (87200.570000 sec): 3 clusters
  Score: Raw -3473501.939908 + Penalty 4954.509793 = -3468547.430115
  nChanged 50
		SP:Iteration 24Q (87200.940000 sec): 3 clusters
  Score: Raw -3473508.324968 + Penalty 4954.509793 = -3468553.815175
  nChanged 50
		SP:Iteration 25Q (87201.270000 sec): 3 clusters
  Score: Raw -3473515.452726 + Penalty 4954.509793 = -3468560.942933
  nChanged 48
		SP:Iteration 26Q (87201.580000 sec): 3 clusters
  Score: Raw -3473521.769307 + Penalty 4954.509793 = -3468567.259514
  nChanged 40
		SP:Iteration 27Q (87201.900000 sec): 3 clusters
  Score: Raw -3473527.606201 + Penalty 4954.509793 = -3468573.096408
  nChanged 44
		SP:Iteration 28Q (87202.220000 sec): 3 clusters
  Score: Raw -3473534.214253 + Penalty 4954.509793 = -3468579.704460
  nChanged 40
		SP:Iteration 29Q (87202.540000 sec): 3 clusters
  Score: Raw -3473540.108595 + Penalty 4954.509793 = -3468585.598802
  nChanged 35
		SP:Iteration 30Q (87202.860000 sec): 3 clusters
  Score: Raw -3473544.686353 + Penalty 4954.509793 = -3468590.176560
  nChanged 34
		SP:Iteration 31Q (87203.180000 sec): 3 clusters
  Score: Raw -3473549.385821 + Penalty 4954.509793 = -3468594.876027
  nChanged 37
		SP:Iteration 32Q (87203.490000 sec): 3 clusters
  Score: Raw -3473554.211919 + Penalty 4954.509793 = -3468599.702126
  nChanged 30
		SP:Iteration 33Q (87203.810000 sec): 3 clusters
  Score: Raw -3473558.228927 + Penalty 4954.509793 = -3468603.719134
  nChanged 28
		SP:Iteration 34Q (87204.130000 sec): 3 clusters
  Score: Raw -3473560.987540 + Penalty 4954.509793 = -3468606.477747
  nChanged 23
		SP:Iteration 35Q (87204.440000 sec): 3 clusters
  Score: Raw -3473563.188469 + Penalty 4954.509793 = -3468608.678676
  nChanged 21
		SP:Iteration 36Q (87204.760000 sec): 3 clusters
  Score: Raw -3473565.471258 + Penalty 4954.509793 = -3468610.961465
  nChanged 17
		SP:Iteration 37Q (87205.080000 sec): 3 clusters
  Score: Raw -3473567.619920 + Penalty 4954.509793 = -3468613.110127
  nChanged 23
		SP:Iteration 38Q (87205.400000 sec): 3 clusters
  Score: Raw -3473569.701519 + Penalty 4954.509793 = -3468615.191726
  nChanged 18
		SP:Iteration 39Q (87205.720000 sec): 3 clusters
  Score: Raw -3473571.662732 + Penalty 4954.509793 = -3468617.152939
  nChanged 25
		SP:Iteration 40F (87206.030000 sec): 3 clusters
  Score: Raw -3473574.263320 + Penalty 4954.509793 = -3468619.753527
  nChanged 19
		SP:Iteration 41Q (87206.360000 sec): 3 clusters
  Score: Raw -3473576.273124 + Penalty 4954.509793 = -3468621.763331
  nChanged 20
		SP:Iteration 42Q (87206.720000 sec): 3 clusters
  Score: Raw -3473579.204827 + Penalty 4954.509793 = -3468624.695034
  nChanged 18
		SP:Iteration 43Q (87207.080000 sec): 3 clusters
  Score: Raw -3473581.204792 + Penalty 4954.509793 = -3468626.694999
  nChanged 12
		SP:Iteration 44Q (87207.450000 sec): 3 clusters
  Score: Raw -3473582.387467 + Penalty 4954.509793 = -3468627.877674
  nChanged 10
		SP:Iteration 45Q (87207.770000 sec): 3 clusters
  Score: Raw -3473583.586586 + Penalty 4954.509793 = -3468629.076793
  nChanged 19
		SP:Iteration 46Q (87208.080000 sec): 3 clusters
  Score: Raw -3473586.381558 + Penalty 4954.509793 = -3468631.871765
  nChanged 19
		SP:Iteration 47Q (87208.450000 sec): 3 clusters
  Score: Raw -3473588.695484 + Penalty 4954.509793 = -3468634.185690
  nChanged 21
		SP:Iteration 48Q (87208.820000 sec): 3 clusters
  Score: Raw -3473591.707146 + Penalty 4954.509793 = -3468637.197353
  nChanged 27
		SP:Iteration 49Q (87209.180000 sec): 3 clusters
  Score: Raw -3473595.008939 + Penalty 4954.509793 = -3468640.499146
  nChanged 20
		SP:Iteration 50Q (87209.510000 sec): 3 clusters
  Score: Raw -3473597.298374 + Penalty 4954.509793 = -3468642.788581
  nChanged 16
		SP:Iteration 51Q (87209.830000 sec): 3 clusters
  Score: Raw -3473598.881426 + Penalty 4954.509793 = -3468644.371633
  nChanged 20
		SP:Iteration 52Q (87210.160000 sec): 3 clusters
  Score: Raw -3473600.973909 + Penalty 4954.509793 = -3468646.464116
  nChanged 24
		SP:Iteration 53Q (87210.480000 sec): 3 clusters
  Score: Raw -3473603.788901 + Penalty 4954.509793 = -3468649.279108
  nChanged 18
		SP:Iteration 54Q (87210.800000 sec): 3 clusters
  Score: Raw -3473605.957674 + Penalty 4954.509793 = -3468651.447880
  nChanged 19
		SP:Iteration 55Q (87211.120000 sec): 3 clusters
  Score: Raw -3473608.245345 + Penalty 4954.509793 = -3468653.735552
  nChanged 14
		SP:Iteration 56Q (87211.490000 sec): 3 clusters
  Score: Raw -3473609.734916 + Penalty 4954.509793 = -3468655.225123
  nChanged 17
		SP:Iteration 57Q (87211.860000 sec): 3 clusters
  Score: Raw -3473611.395892 + Penalty 4954.509793 = -3468656.886099
  nChanged 14
		SP:Iteration 58Q (87212.220000 sec): 3 clusters
  Score: Raw -3473612.680318 + Penalty 4954.509793 = -3468658.170525
  nChanged 14
		SP:Iteration 59Q (87212.550000 sec): 3 clusters
  Score: Raw -3473614.272480 + Penalty 4954.509793 = -3468659.762686
  nChanged 14
		SP:Iteration 60F (87212.890000 sec): 3 clusters
  Score: Raw -3473615.963893 + Penalty 4954.509793 = -3468661.454100
  nChanged 14
		SP:Iteration 61Q (87213.240000 sec): 3 clusters
  Score: Raw -3473617.463233 + Penalty 4954.509793 = -3468662.953440
  nChanged 10
		SP:Iteration 62Q (87213.610000 sec): 3 clusters
  Score: Raw -3473618.188410 + Penalty 4954.509793 = -3468663.678617
  nChanged 7
		SP:Iteration 63Q (87213.970000 sec): 3 clusters
  Score: Raw -3473618.800720 + Penalty 4954.509793 = -3468664.290927
  nChanged 5
		SP:Iteration 64Q (87214.300000 sec): 3 clusters
  Score: Raw -3473619.384043 + Penalty 4954.509793 = -3468664.874250
  nChanged 8
		SP:Iteration 65Q (87214.620000 sec): 3 clusters
  Score: Raw -3473620.078941 + Penalty 4954.509793 = -3468665.569148
  nChanged 7
		SP:Iteration 66Q (87214.980000 sec): 3 clusters
  Score: Raw -3473620.827237 + Penalty 4954.509793 = -3468666.317444
  nChanged 10
		SP:Iteration 67Q (87215.350000 sec): 3 clusters
  Score: Raw -3473622.508991 + Penalty 4954.509793 = -3468667.999198
  nChanged 8
		SP:Iteration 68Q (87215.720000 sec): 3 clusters
  Score: Raw -3473623.390846 + Penalty 4954.509793 = -3468668.881053
  nChanged 9
		SP:Iteration 69Q (87216.040000 sec): 3 clusters
  Score: Raw -3473624.756772 + Penalty 4954.509793 = -3468670.246979
  nChanged 12
		SP:Iteration 70Q (87216.370000 sec): 3 clusters
  Score: Raw -3473626.493357 + Penalty 4954.509793 = -3468671.983564
  nChanged 19
		SP:Iteration 71Q (87216.690000 sec): 3 clusters
  Score: Raw -3473629.930737 + Penalty 4954.509793 = -3468675.420944
  nChanged 24
		SP:Iteration 72Q (87217.010000 sec): 3 clusters
  Score: Raw -3473633.087543 + Penalty 4954.509793 = -3468678.577750
  nChanged 26
		SP:Iteration 73Q (87217.340000 sec): 3 clusters
  Score: Raw -3473636.238147 + Penalty 4954.509793 = -3468681.728354
  nChanged 13
		SP:Iteration 74Q (87217.660000 sec): 3 clusters
  Score: Raw -3473638.027915 + Penalty 4954.509793 = -3468683.518122
  nChanged 17
		SP:Iteration 75Q (87217.980000 sec): 3 clusters
  Score: Raw -3473640.483678 + Penalty 4954.509793 = -3468685.973885
  nChanged 20
		SP:Iteration 76Q (87218.300000 sec): 3 clusters
  Score: Raw -3473643.938946 + Penalty 4954.509793 = -3468689.429153
  nChanged 19
		SP:Iteration 77Q (87218.620000 sec): 3 clusters
  Score: Raw -3473647.488336 + Penalty 4954.509793 = -3468692.978543
  nChanged 30
		SP:Iteration 78Q (87218.950000 sec): 3 clusters
  Score: Raw -3473652.159004 + Penalty 4954.509793 = -3468697.649211
  nChanged 24
		SP:Iteration 79Q (87219.350000 sec): 3 clusters
  Score: Raw -3473655.574411 + Penalty 4954.509793 = -3468701.064618
  nChanged 28
		SP:Iteration 80F (87219.730000 sec): 3 clusters
  Score: Raw -3473659.990260 + Penalty 4954.509793 = -3468705.480467
  nChanged 39
		SP:Iteration 81Q (87220.070000 sec): 3 clusters
  Score: Raw -3473665.489138 + Penalty 4954.509793 = -3468710.979345
  nChanged 38
		SP:Iteration 82Q (87220.400000 sec): 3 clusters
  Score: Raw -3473670.513157 + Penalty 4954.509793 = -3468716.003364
  nChanged 34
		SP:Iteration 83Q (87220.720000 sec): 3 clusters
  Score: Raw -3473675.623337 + Penalty 4954.509793 = -3468721.113544
  nChanged 30
		SP:Iteration 84Q (87221.050000 sec): 3 clusters
  Score: Raw -3473680.185456 + Penalty 4954.509793 = -3468725.675663
  nChanged 30
		SP:Iteration 85Q (87221.370000 sec): 3 clusters
  Score: Raw -3473684.589801 + Penalty 4954.509793 = -3468730.080008
  nChanged 21
		SP:Iteration 86Q (87221.700000 sec): 3 clusters
  Score: Raw -3473687.304174 + Penalty 4954.509793 = -3468732.794381
  nChanged 17
		SP:Iteration 87Q (87222.090000 sec): 3 clusters
  Score: Raw -3473689.525080 + Penalty 4954.509793 = -3468735.015287
  nChanged 15
		SP:Iteration 88Q (87222.400000 sec): 3 clusters
  Score: Raw -3473691.566451 + Penalty 4954.509793 = -3468737.056658
  nChanged 14
		SP:Iteration 89Q (87222.730000 sec): 3 clusters
  Score: Raw -3473693.035786 + Penalty 4954.509793 = -3468738.525993
  nChanged 9
		SP:Iteration 90Q (87223.140000 sec): 3 clusters
  Score: Raw -3473693.957504 + Penalty 4954.509793 = -3468739.447711
  nChanged 9
		SP:Iteration 91Q (87223.420000 sec): 3 clusters
  Score: Raw -3473694.793226 + Penalty 4954.509793 = -3468740.283433
  nChanged 4
		SP:Iteration 92Q (87223.740000 sec): 3 clusters
  Score: Raw -3473695.202824 + Penalty 4954.509793 = -3468740.693030
  nChanged 4
		SP:Iteration 93Q (87223.960000 sec): 3 clusters
  Score: Raw -3473695.579843 + Penalty 4954.509793 = -3468741.070050
  nChanged 8
		SP:Iteration 94Q (87224.280000 sec): 3 clusters
  Score: Raw -3473696.116641 + Penalty 4954.509793 = -3468741.606847
  nChanged 6
		SP:Iteration 95Q (87224.560000 sec): 3 clusters
  Score: Raw -3473696.576716 + Penalty 4954.509793 = -3468742.066923
  nChanged 2
		SP:Iteration 96Q (87224.820000 sec): 3 clusters
  Score: Raw -3473696.725215 + Penalty 4954.509793 = -3468742.215422
  nChanged 3
		SP:Iteration 97Q (87225.110000 sec): 3 clusters
  Score: Raw -3473697.066694 + Penalty 4954.509793 = -3468742.556901
  nChanged 2
		SP:Iteration 98Q (87225.460000 sec): 3 clusters
  Score: Raw -3473697.178089 + Penalty 4954.509793 = -3468742.668296
  nChanged 2
		SP:Iteration 99Q (87225.850000 sec): 3 clusters
  Score: Raw -3473697.246933 + Penalty 4954.509793 = -3468742.737139
  nChanged 1
		SP:Iteration 100F (87226.220000 sec): 3 clusters
  Score: Raw -3473697.319554 + Penalty 4954.509793 = -3468742.809761
  nChanged 1
		SP:Iteration 101Q (87226.530000 sec): 3 clusters
  Score: Raw -3473697.374033 + Penalty 4954.509793 = -3468742.864240
  nChanged 1
		SP:Iteration 102Q (87226.930000 sec): 3 clusters
  Score: Raw -3473697.416151 + Penalty 4954.509793 = -3468742.906358
  nChanged 3
		SP:Iteration 103Q (87227.260000 sec): 3 clusters
  Score: Raw -3473697.768944 + Penalty 4954.509793 = -3468743.259151
  nChanged 6
		SP:Iteration 104Q (87227.610000 sec): 3 clusters
  Score: Raw -3473698.228246 + Penalty 4954.509793 = -3468743.718453
  nChanged 3
		SP:Iteration 105Q (87227.970000 sec): 3 clusters
  Score: Raw -3473698.572775 + Penalty 4954.509793 = -3468744.062982
  nChanged 3
		SP:Iteration 106Q (87228.280000 sec): 3 clusters
  Score: Raw -3473698.864926 + Penalty 4954.509793 = -3468744.355133
  nChanged 5
		SP:Iteration 107Q (87228.620000 sec): 3 clusters
  Score: Raw -3473699.453544 + Penalty 4954.509793 = -3468744.943751
  nChanged 3
		SP:Iteration 108Q (87228.940000 sec): 3 clusters
  Score: Raw -3473699.854553 + Penalty 4954.509793 = -3468745.344760
  nChanged 6
		SP:Iteration 109Q (87229.270000 sec): 3 clusters
  Score: Raw -3473700.380028 + Penalty 4954.509793 = -3468745.870235
  nChanged 7
		SP:Iteration 110Q (87229.560000 sec): 3 clusters
  Score: Raw -3473701.096541 + Penalty 4954.509793 = -3468746.586748
  nChanged 4
		SP:Iteration 111Q (87229.920000 sec): 3 clusters
  Score: Raw -3473701.379057 + Penalty 4954.509793 = -3468746.869264
  nChanged 3
		SP:Iteration 112Q (87230.280000 sec): 3 clusters
  Score: Raw -3473701.732485 + Penalty 4954.509793 = -3468747.222692
  nChanged 3
		SP:Iteration 113Q (87230.640000 sec): 3 clusters
  Score: Raw -3473701.955778 + Penalty 4954.509793 = -3468747.445985
  nChanged 0
		SP:Iteration 114F (87231.010000 sec): 3 clusters
  Score: Raw -3473701.955778 + Penalty 4954.509793 = -3468747.445985
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (6803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87231.140000 sec): 2 clusters
  Score: Raw -1088732.696854 + Penalty 2188.629505 = -1086544.067349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87231.360000 sec): 3 clusters
  Score: Raw -1085266.552841 + Penalty 4377.259009 = -1080889.293832
  nChanged 2710
		SP:Iteration 1F (87231.560000 sec): 3 clusters
  Score: Raw -1086701.520659 + Penalty 4377.259009 = -1082324.261649
  nChanged 496
		SP:Iteration 2F (87231.780000 sec): 3 clusters
  Score: Raw -1087014.318940 + Penalty 4377.259009 = -1082637.059930
  nChanged 411
		SP:Iteration 3F (87232.030000 sec): 3 clusters
  Score: Raw -1087313.210380 + Penalty 4377.259009 = -1082935.951371
  nChanged 378
		SP:Iteration 4F (87232.280000 sec): 3 clusters
  Score: Raw -1087646.709603 + Penalty 4377.259009 = -1083269.450594
  nChanged 431
		SP:Iteration 5F (87232.500000 sec): 3 clusters
  Score: Raw -1088054.827477 + Penalty 4377.259009 = -1083677.568468
  nChanged 488
		SP:Iteration 6F (87232.770000 sec): 3 clusters
  Score: Raw -1088535.119181 + Penalty 4377.259009 = -1084157.860172
  nChanged 475
		SP:Iteration 7F (87233.010000 sec): 3 clusters
  Score: Raw -1089003.594453 + Penalty 4377.259009 = -1084626.335444
  nChanged 400
		SP:Iteration 8F (87233.240000 sec): 3 clusters
  Score: Raw -1089338.819052 + Penalty 4377.259009 = -1084961.560043
  nChanged 302
		SP:Iteration 9Q (87233.470000 sec): 3 clusters
  Score: Raw -1089541.573348 + Penalty 4377.259009 = -1085164.314338
  nChanged 173
		SP:Iteration 10Q (87233.700000 sec): 3 clusters
  Score: Raw -1089635.783055 + Penalty 4377.259009 = -1085258.524046
  nChanged 124
		SP:Iteration 11Q (87233.860000 sec): 3 clusters
  Score: Raw -1089696.234806 + Penalty 4377.259009 = -1085318.975797
  nChanged 90
		SP:Iteration 12Q (87234.070000 sec): 3 clusters
  Score: Raw -1089741.487350 + Penalty 4377.259009 = -1085364.228341
  nChanged 79
		SP:Iteration 13Q (87234.260000 sec): 3 clusters
  Score: Raw -1089774.670837 + Penalty 4377.259009 = -1085397.411828
  nChanged 61
		SP:Iteration 14Q (87234.430000 sec): 3 clusters
  Score: Raw -1089796.382919 + Penalty 4377.259009 = -1085419.123910
  nChanged 36
		SP:Iteration 15Q (87234.650000 sec): 3 clusters
  Score: Raw -1089809.820992 + Penalty 4377.259009 = -1085432.561983
  nChanged 35
		SP:Iteration 16Q (87234.950000 sec): 3 clusters
  Score: Raw -1089820.664786 + Penalty 4377.259009 = -1085443.405777
  nChanged 33
		SP:Iteration 17Q (87235.200000 sec): 3 clusters
  Score: Raw -1089832.904449 + Penalty 4377.259009 = -1085455.645440
  nChanged 39
		SP:Iteration 18Q (87235.440000 sec): 3 clusters
  Score: Raw -1089844.094056 + Penalty 4377.259009 = -1085466.835046
  nChanged 36
		SP:Iteration 19Q (87235.700000 sec): 3 clusters
  Score: Raw -1089856.299157 + Penalty 4377.259009 = -1085479.040148
  nChanged 31
		SP:Iteration 20F (87235.930000 sec): 3 clusters
  Score: Raw -1089864.630204 + Penalty 4377.259009 = -1085487.371194
  nChanged 24
		SP:Iteration 21Q (87236.100000 sec): 3 clusters
  Score: Raw -1089871.225572 + Penalty 4377.259009 = -1085493.966563
  nChanged 20
		SP:Iteration 22Q (87236.330000 sec): 3 clusters
  Score: Raw -1089879.586649 + Penalty 4377.259009 = -1085502.327640
  nChanged 22
		SP:Iteration 23Q (87236.530000 sec): 3 clusters
  Score: Raw -1089886.645842 + Penalty 4377.259009 = -1085509.386832
  nChanged 18
		SP:Iteration 24Q (87236.780000 sec): 3 clusters
  Score: Raw -1089891.796189 + Penalty 4377.259009 = -1085514.537180
  nChanged 12
		SP:Iteration 25Q (87237.030000 sec): 3 clusters
  Score: Raw -1089894.672271 + Penalty 4377.259009 = -1085517.413262
  nChanged 9
		SP:Iteration 26Q (87237.250000 sec): 3 clusters
  Score: Raw -1089896.568803 + Penalty 4377.259009 = -1085519.309793
  nChanged 7
		SP:Iteration 27Q (87237.460000 sec): 3 clusters
  Score: Raw -1089897.625638 + Penalty 4377.259009 = -1085520.366629
  nChanged 4
		SP:Iteration 28Q (87237.640000 sec): 3 clusters
  Score: Raw -1089898.295423 + Penalty 4377.259009 = -1085521.036413
  nChanged 3
		SP:Iteration 29Q (87237.870000 sec): 3 clusters
  Score: Raw -1089898.825861 + Penalty 4377.259009 = -1085521.566852
  nChanged 3
		SP:Iteration 30Q (87238.130000 sec): 3 clusters
  Score: Raw -1089899.389260 + Penalty 4377.259009 = -1085522.130251
  nChanged 4
		SP:Iteration 31Q (87238.310000 sec): 3 clusters
  Score: Raw -1089900.009314 + Penalty 4377.259009 = -1085522.750305
  nChanged 3
		SP:Iteration 32Q (87238.500000 sec): 3 clusters
  Score: Raw -1089900.800486 + Penalty 4377.259009 = -1085523.541477
  nChanged 7
		SP:Iteration 33Q (87238.740000 sec): 3 clusters
  Score: Raw -1089902.325240 + Penalty 4377.259009 = -1085525.066231
  nChanged 5
		SP:Iteration 34Q (87238.960000 sec): 3 clusters
  Score: Raw -1089903.552736 + Penalty 4377.259009 = -1085526.293727
  nChanged 5
		SP:Iteration 35Q (87239.160000 sec): 3 clusters
  Score: Raw -1089904.820097 + Penalty 4377.259009 = -1085527.561088
  nChanged 7
		SP:Iteration 36Q (87239.400000 sec): 3 clusters
  Score: Raw -1089906.032243 + Penalty 4377.259009 = -1085528.773234
  nChanged 3
		SP:Iteration 37Q (87239.640000 sec): 3 clusters
  Score: Raw -1089906.607948 + Penalty 4377.259009 = -1085529.348939
  nChanged 2
		SP:Iteration 38Q (87239.860000 sec): 3 clusters
  Score: Raw -1089906.900653 + Penalty 4377.259009 = -1085529.641643
  nChanged 3
		SP:Iteration 39Q (87240.060000 sec): 3 clusters
  Score: Raw -1089907.415323 + Penalty 4377.259009 = -1085530.156313
  nChanged 2
		SP:Iteration 40F (87240.290000 sec): 3 clusters
  Score: Raw -1089907.713629 + Penalty 4377.259009 = -1085530.454619
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (5996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87240.410000 sec): 2 clusters
  Score: Raw -943595.980742 + Penalty 2157.314269 = -941438.666472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87240.680000 sec): 3 clusters
  Score: Raw -940579.608268 + Penalty 4314.628538 = -936264.979730
  nChanged 2379
		SP:Iteration 1F (87240.910000 sec): 3 clusters
  Score: Raw -941863.315869 + Penalty 4314.628538 = -937548.687330
  nChanged 479
		SP:Iteration 2F (87241.100000 sec): 3 clusters
  Score: Raw -942134.520542 + Penalty 4314.628538 = -937819.892003
  nChanged 326
		SP:Iteration 3F (87241.350000 sec): 3 clusters
  Score: Raw -942293.555968 + Penalty 4314.628538 = -937978.927429
  nChanged 235
		SP:Iteration 4Q (87241.550000 sec): 3 clusters
  Score: Raw -942408.127089 + Penalty 4314.628538 = -938093.498550
  nChanged 223
		SP:Iteration 5Q (87241.770000 sec): 3 clusters
  Score: Raw -942500.530761 + Penalty 4314.628538 = -938185.902223
  nChanged 157
		SP:Iteration 6Q (87241.980000 sec): 3 clusters
  Score: Raw -942574.047900 + Penalty 4314.628538 = -938259.419362
  nChanged 132
		SP:Iteration 7Q (87242.240000 sec): 3 clusters
  Score: Raw -942641.153472 + Penalty 4314.628538 = -938326.524934
  nChanged 144
		SP:Iteration 8Q (87242.430000 sec): 3 clusters
  Score: Raw -942714.110869 + Penalty 4314.628538 = -938399.482331
  nChanged 149
		SP:Iteration 9Q (87242.650000 sec): 3 clusters
  Score: Raw -942787.476491 + Penalty 4314.628538 = -938472.847953
  nChanged 135
		SP:Iteration 10Q (87242.880000 sec): 3 clusters
  Score: Raw -942853.664567 + Penalty 4314.628538 = -938539.036029
  nChanged 138
		SP:Iteration 11Q (87243.070000 sec): 3 clusters
  Score: Raw -942921.085341 + Penalty 4314.628538 = -938606.456803
  nChanged 136
		SP:Iteration 12Q (87243.320000 sec): 3 clusters
  Score: Raw -942987.742868 + Penalty 4314.628538 = -938673.114330
  nChanged 137
		SP:Iteration 13Q (87243.520000 sec): 3 clusters
  Score: Raw -943062.015564 + Penalty 4314.628538 = -938747.387025
  nChanged 130
		SP:Iteration 14Q (87243.770000 sec): 3 clusters
  Score: Raw -943132.544602 + Penalty 4314.628538 = -938817.916064
  nChanged 129
		SP:Iteration 15Q (87243.950000 sec): 3 clusters
  Score: Raw -943199.518533 + Penalty 4314.628538 = -938884.889995
  nChanged 121
		SP:Iteration 16Q (87244.120000 sec): 3 clusters
  Score: Raw -943259.462515 + Penalty 4314.628538 = -938944.833977
  nChanged 112
		SP:Iteration 17Q (87244.290000 sec): 3 clusters
  Score: Raw -943317.978828 + Penalty 4314.628538 = -939003.350289
  nChanged 111
		SP:Iteration 18Q (87244.470000 sec): 3 clusters
  Score: Raw -943381.640872 + Penalty 4314.628538 = -939067.012333
  nChanged 103
		SP:Iteration 19Q (87244.650000 sec): 3 clusters
  Score: Raw -943447.947719 + Penalty 4314.628538 = -939133.319180
  nChanged 105
		SP:Iteration 20F (87244.830000 sec): 3 clusters
  Score: Raw -943515.437349 + Penalty 4314.628538 = -939200.808811
  nChanged 110
		SP:Iteration 21Q (87245.010000 sec): 3 clusters
  Score: Raw -943575.698275 + Penalty 4314.628538 = -939261.069737
  nChanged 89
		SP:Iteration 22Q (87245.210000 sec): 3 clusters
  Score: Raw -943626.492346 + Penalty 4314.628538 = -939311.863807
  nChanged 94
		SP:Iteration 23Q (87245.380000 sec): 3 clusters
  Score: Raw -943685.057438 + Penalty 4314.628538 = -939370.428900
  nChanged 83
		SP:Iteration 24Q (87245.590000 sec): 3 clusters
  Score: Raw -943733.127788 + Penalty 4314.628538 = -939418.499250
  nChanged 71
		SP:Iteration 25Q (87245.780000 sec): 3 clusters
  Score: Raw -943770.276246 + Penalty 4314.628538 = -939455.647708
  nChanged 50
		SP:Iteration 26Q (87246.010000 sec): 3 clusters
  Score: Raw -943797.948181 + Penalty 4314.628538 = -939483.319643
  nChanged 44
		SP:Iteration 27Q (87246.150000 sec): 3 clusters
  Score: Raw -943822.954732 + Penalty 4314.628538 = -939508.326194
  nChanged 51
		SP:Iteration 28Q (87246.350000 sec): 3 clusters
  Score: Raw -943852.951480 + Penalty 4314.628538 = -939538.322942
  nChanged 41
		SP:Iteration 29Q (87246.570000 sec): 3 clusters
  Score: Raw -943875.128895 + Penalty 4314.628538 = -939560.500357
  nChanged 31
		SP:Iteration 30Q (87246.710000 sec): 3 clusters
  Score: Raw -943891.629197 + Penalty 4314.628538 = -939577.000659
  nChanged 26
		SP:Iteration 31Q (87246.930000 sec): 3 clusters
  Score: Raw -943905.508431 + Penalty 4314.628538 = -939590.879893
  nChanged 22
		SP:Iteration 32Q (87247.050000 sec): 3 clusters
  Score: Raw -943915.748936 + Penalty 4314.628538 = -939601.120398
  nChanged 16
		SP:Iteration 33Q (87247.240000 sec): 3 clusters
  Score: Raw -943922.798516 + Penalty 4314.628538 = -939608.169977
  nChanged 13
		SP:Iteration 34Q (87247.470000 sec): 3 clusters
  Score: Raw -943930.363043 + Penalty 4314.628538 = -939615.734505
  nChanged 6
		SP:Iteration 35Q (87247.680000 sec): 3 clusters
  Score: Raw -943933.614708 + Penalty 4314.628538 = -939618.986170
  nChanged 10
		SP:Iteration 36Q (87247.820000 sec): 3 clusters
  Score: Raw -943938.463720 + Penalty 4314.628538 = -939623.835182
  nChanged 10
		SP:Iteration 37Q (87248.030000 sec): 3 clusters
  Score: Raw -943944.444572 + Penalty 4314.628538 = -939629.816034
  nChanged 9
		SP:Iteration 38Q (87248.230000 sec): 3 clusters
  Score: Raw -943950.381329 + Penalty 4314.628538 = -939635.752791
  nChanged 13
		SP:Iteration 39Q (87248.470000 sec): 3 clusters
  Score: Raw -943957.481375 + Penalty 4314.628538 = -939642.852837
  nChanged 6
		SP:Iteration 40F (87248.650000 sec): 3 clusters
  Score: Raw -943960.856250 + Penalty 4314.628538 = -939646.227712
  nChanged 1
		SP:Iteration 41Q (87248.840000 sec): 3 clusters
  Score: Raw -943961.102065 + Penalty 4314.628538 = -939646.473527
  nChanged 1
		SP:Iteration 42Q (87249.100000 sec): 3 clusters
  Score: Raw -943961.579248 + Penalty 4314.628538 = -939646.950710
  nChanged 2
		SP:Iteration 43Q (87249.220000 sec): 3 clusters
  Score: Raw -943962.510748 + Penalty 4314.628538 = -939647.882210
  nChanged 2
		SP:Iteration 44Q (87249.470000 sec): 3 clusters
  Score: Raw -943962.891609 + Penalty 4314.628538 = -939648.263071
  nChanged 1
		SP:Iteration 45Q (87249.660000 sec): 3 clusters
  Score: Raw -943963.392234 + Penalty 4314.628538 = -939648.763696
  nChanged 1
		SP:Iteration 46Q (87249.820000 sec): 3 clusters
  Score: Raw -943964.912667 + Penalty 4314.628538 = -939650.284129
  nChanged 3
		SP:Iteration 47Q (87250.050000 sec): 3 clusters
  Score: Raw -943966.999480 + Penalty 4314.628538 = -939652.370942
  nChanged 6
		SP:Iteration 48Q (87250.190000 sec): 3 clusters
  Score: Raw -943970.499343 + Penalty 4314.628538 = -939655.870805
  nChanged 2
		SP:Iteration 49Q (87250.360000 sec): 3 clusters
  Score: Raw -943971.858987 + Penalty 4314.628538 = -939657.230449
  nChanged 4
		SP:Iteration 50Q (87250.580000 sec): 3 clusters
  Score: Raw -943973.676594 + Penalty 4314.628538 = -939659.048056
  nChanged 2
		SP:Iteration 51Q (87250.770000 sec): 3 clusters
  Score: Raw -943975.298588 + Penalty 4314.628538 = -939660.670050
  nChanged 1
		SP:Iteration 52Q (87250.970000 sec): 3 clusters
  Score: Raw -943975.460519 + Penalty 4314.628538 = -939660.831980
  nChanged 0
		SP:Iteration 53F (87251.170000 sec): 3 clusters
  Score: Raw -943975.460519 + Penalty 4314.628538 = -939660.831980
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (14867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87251.320000 sec): 2 clusters
  Score: Raw -2173693.290811 + Penalty 2382.511019 = -2171310.779792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87251.600000 sec): 3 clusters
  Score: Raw -2165381.800414 + Penalty 4765.022038 = -2160616.778376
  nChanged 6430
		SP:Iteration 1F (87251.860000 sec): 3 clusters
  Score: Raw -2168977.727743 + Penalty 4765.022038 = -2164212.705705
  nChanged 962
		SP:Iteration 2F (87252.150000 sec): 3 clusters
  Score: Raw -2169459.387789 + Penalty 4765.022038 = -2164694.365751
  nChanged 822
		SP:Iteration 3F (87252.410000 sec): 3 clusters
  Score: Raw -2169860.649881 + Penalty 4765.022038 = -2165095.627842
  nChanged 780
		SP:Iteration 4F (87252.670000 sec): 3 clusters
  Score: Raw -2170285.744206 + Penalty 4765.022038 = -2165520.722168
  nChanged 704
		SP:Iteration 5Q (87252.930000 sec): 3 clusters
  Score: Raw -2170681.826791 + Penalty 4765.022038 = -2165916.804753
  nChanged 705
		SP:Iteration 6Q (87253.180000 sec): 3 clusters
  Score: Raw -2171119.833664 + Penalty 4765.022038 = -2166354.811626
  nChanged 696
		SP:Iteration 7Q (87253.470000 sec): 3 clusters
  Score: Raw -2171576.085665 + Penalty 4765.022038 = -2166811.063627
  nChanged 669
		SP:Iteration 8Q (87253.830000 sec): 3 clusters
  Score: Raw -2172048.689692 + Penalty 4765.022038 = -2167283.667654
  nChanged 590
		SP:Iteration 9Q (87254.090000 sec): 3 clusters
  Score: Raw -2172516.795353 + Penalty 4765.022038 = -2167751.773315
  nChanged 477
		SP:Iteration 10Q (87254.410000 sec): 3 clusters
  Score: Raw -2172865.712937 + Penalty 4765.022038 = -2168100.690899
  nChanged 362
		SP:Iteration 11Q (87254.690000 sec): 3 clusters
  Score: Raw -2173117.829956 + Penalty 4765.022038 = -2168352.807918
  nChanged 308
		SP:Iteration 12Q (87254.940000 sec): 3 clusters
  Score: Raw -2173328.984141 + Penalty 4765.022038 = -2168563.962103
  nChanged 237
		SP:Iteration 13Q (87255.240000 sec): 3 clusters
  Score: Raw -2173490.794148 + Penalty 4765.022038 = -2168725.772110
  nChanged 179
		SP:Iteration 14Q (87255.470000 sec): 3 clusters
  Score: Raw -2173610.479722 + Penalty 4765.022038 = -2168845.457684
  nChanged 168
		SP:Iteration 15Q (87255.740000 sec): 3 clusters
  Score: Raw -2173728.388330 + Penalty 4765.022038 = -2168963.366292
  nChanged 119
		SP:Iteration 16Q (87256.040000 sec): 3 clusters
  Score: Raw -2173800.179810 + Penalty 4765.022038 = -2169035.157772
  nChanged 93
		SP:Iteration 17Q (87256.290000 sec): 3 clusters
  Score: Raw -2173856.940895 + Penalty 4765.022038 = -2169091.918856
  nChanged 68
		SP:Iteration 18Q (87256.550000 sec): 3 clusters
  Score: Raw -2173892.767805 + Penalty 4765.022038 = -2169127.745767
  nChanged 44
		SP:Iteration 19Q (87256.860000 sec): 3 clusters
  Score: Raw -2173916.946982 + Penalty 4765.022038 = -2169151.924943
  nChanged 43
		SP:Iteration 20F (87257.150000 sec): 3 clusters
  Score: Raw -2173941.594747 + Penalty 4765.022038 = -2169176.572708
  nChanged 34
		SP:Iteration 21Q (87257.370000 sec): 3 clusters
  Score: Raw -2173959.276085 + Penalty 4765.022038 = -2169194.254047
  nChanged 38
		SP:Iteration 22Q (87257.570000 sec): 3 clusters
  Score: Raw -2173975.946386 + Penalty 4765.022038 = -2169210.924348
  nChanged 26
		SP:Iteration 23Q (87257.920000 sec): 3 clusters
  Score: Raw -2173993.518741 + Penalty 4765.022038 = -2169228.496702
  nChanged 31
		SP:Iteration 24Q (87258.180000 sec): 3 clusters
  Score: Raw -2174015.341183 + Penalty 4765.022038 = -2169250.319144
  nChanged 32
		SP:Iteration 25Q (87258.480000 sec): 3 clusters
  Score: Raw -2174040.622849 + Penalty 4765.022038 = -2169275.600811
  nChanged 35
		SP:Iteration 26Q (87258.740000 sec): 3 clusters
  Score: Raw -2174065.625330 + Penalty 4765.022038 = -2169300.603292
  nChanged 32
		SP:Iteration 27Q (87258.980000 sec): 3 clusters
  Score: Raw -2174087.694325 + Penalty 4765.022038 = -2169322.672287
  nChanged 27
		SP:Iteration 28Q (87259.200000 sec): 3 clusters
  Score: Raw -2174109.623431 + Penalty 4765.022038 = -2169344.601392
  nChanged 26
		SP:Iteration 29Q (87259.470000 sec): 3 clusters
  Score: Raw -2174128.281979 + Penalty 4765.022038 = -2169363.259941
  nChanged 26
		SP:Iteration 30Q (87259.720000 sec): 3 clusters
  Score: Raw -2174141.626381 + Penalty 4765.022038 = -2169376.604343
  nChanged 21
		SP:Iteration 31Q (87259.970000 sec): 3 clusters
  Score: Raw -2174152.468338 + Penalty 4765.022038 = -2169387.446300
  nChanged 11
		SP:Iteration 32Q (87260.230000 sec): 3 clusters
  Score: Raw -2174159.475527 + Penalty 4765.022038 = -2169394.453489
  nChanged 16
		SP:Iteration 33Q (87260.430000 sec): 3 clusters
  Score: Raw -2174167.963964 + Penalty 4765.022038 = -2169402.941926
  nChanged 14
		SP:Iteration 34Q (87260.670000 sec): 3 clusters
  Score: Raw -2174176.534938 + Penalty 4765.022038 = -2169411.512900
  nChanged 10
		SP:Iteration 35Q (87260.950000 sec): 3 clusters
  Score: Raw -2174184.987981 + Penalty 4765.022038 = -2169419.965942
  nChanged 12
		SP:Iteration 36Q (87261.230000 sec): 3 clusters
  Score: Raw -2174194.727970 + Penalty 4765.022038 = -2169429.705932
  nChanged 9
		SP:Iteration 37Q (87261.510000 sec): 3 clusters
  Score: Raw -2174200.130317 + Penalty 4765.022038 = -2169435.108278
  nChanged 5
		SP:Iteration 38Q (87261.720000 sec): 3 clusters
  Score: Raw -2174202.556575 + Penalty 4765.022038 = -2169437.534537
  nChanged 6
		SP:Iteration 39Q (87261.940000 sec): 3 clusters
  Score: Raw -2174206.532473 + Penalty 4765.022038 = -2169441.510435
  nChanged 7
		SP:Iteration 40F (87262.150000 sec): 3 clusters
  Score: Raw -2174211.336382 + Penalty 4765.022038 = -2169446.314344
  nChanged 3
		SP:Iteration 41Q (87262.440000 sec): 3 clusters
  Score: Raw -2174213.098192 + Penalty 4765.022038 = -2169448.076154
  nChanged 5
		SP:Iteration 42Q (87262.660000 sec): 3 clusters
  Score: Raw -2174215.536071 + Penalty 4765.022038 = -2169450.514033
  nChanged 3
		SP:Iteration 43Q (87262.920000 sec): 3 clusters
  Score: Raw -2174217.718551 + Penalty 4765.022038 = -2169452.696512
  nChanged 3
		SP:Iteration 44Q (87263.230000 sec): 3 clusters
  Score: Raw -2174219.322341 + Penalty 4765.022038 = -2169454.300303
  nChanged 5
		SP:Iteration 45Q (87263.440000 sec): 3 clusters
  Score: Raw -2174221.032028 + Penalty 4765.022038 = -2169456.009990
  nChanged 3
		SP:Iteration 46Q (87263.670000 sec): 3 clusters
  Score: Raw -2174223.282713 + Penalty 4765.022038 = -2169458.260675
  nChanged 2
		SP:Iteration 47Q (87263.930000 sec): 3 clusters
  Score: Raw -2174224.913689 + Penalty 4765.022038 = -2169459.891651
  nChanged 2
		SP:Iteration 48Q (87264.200000 sec): 3 clusters
  Score: Raw -2174226.363400 + Penalty 4765.022038 = -2169461.341362
  nChanged 2
		SP:Iteration 49Q (87264.480000 sec): 3 clusters
  Score: Raw -2174227.276880 + Penalty 4765.022038 = -2169462.254842
  nChanged 1
		SP:Iteration 50Q (87264.690000 sec): 3 clusters
  Score: Raw -2174227.559679 + Penalty 4765.022038 = -2169462.537641
  nChanged 0
		SP:Iteration 51F (87264.970000 sec): 3 clusters
  Score: Raw -2174227.559679 + Penalty 4765.022038 = -2169462.537641
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (31123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87265.310000 sec): 2 clusters
  Score: Raw -4932567.731953 + Penalty 2565.734189 = -4930001.997764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87265.660000 sec): 3 clusters
  Score: Raw -4913867.666370 + Penalty 5131.468378 = -4908736.197992
  nChanged 14103
		SP:Iteration 1F (87266.040000 sec): 3 clusters
  Score: Raw -4921554.648220 + Penalty 5131.468378 = -4916423.179842
  nChanged 1439
		SP:Iteration 2Q (87266.440000 sec): 3 clusters
  Score: Raw -4922052.293820 + Penalty 5131.468378 = -4916920.825443
  nChanged 1370
		SP:Iteration 3Q (87266.860000 sec): 3 clusters
  Score: Raw -4922548.211270 + Penalty 5131.468378 = -4917416.742892
  nChanged 1295
		SP:Iteration 4Q (87267.300000 sec): 3 clusters
  Score: Raw -4923048.290663 + Penalty 5131.468378 = -4917916.822285
  nChanged 1323
		SP:Iteration 5Q (87267.710000 sec): 3 clusters
  Score: Raw -4923637.728194 + Penalty 5131.468378 = -4918506.259816
  nChanged 1499
		SP:Iteration 6Q (87268.120000 sec): 3 clusters
  Score: Raw -4924376.656115 + Penalty 5131.468378 = -4919245.187737
  nChanged 1610
		SP:Iteration 7F (87268.520000 sec): 3 clusters
  Score: Raw -4925337.962211 + Penalty 5131.468378 = -4920206.493834
  nChanged 1869
		SP:Iteration 8F (87268.930000 sec): 3 clusters
  Score: Raw -4926587.135178 + Penalty 5131.468378 = -4921455.666801
  nChanged 1834
		SP:Iteration 9F (87269.270000 sec): 3 clusters
  Score: Raw -4927871.884691 + Penalty 5131.468378 = -4922740.416313
  nChanged 1653
		SP:Iteration 10F (87269.700000 sec): 3 clusters
  Score: Raw -4928945.766521 + Penalty 5131.468378 = -4923814.298143
  nChanged 1334
		SP:Iteration 11Q (87270.100000 sec): 3 clusters
  Score: Raw -4929602.170325 + Penalty 5131.468378 = -4924470.701947
  nChanged 910
		SP:Iteration 12Q (87270.430000 sec): 3 clusters
  Score: Raw -4929958.404139 + Penalty 5131.468378 = -4924826.935761
  nChanged 661
		SP:Iteration 13Q (87270.850000 sec): 3 clusters
  Score: Raw -4930167.045431 + Penalty 5131.468378 = -4925035.577053
  nChanged 464
		SP:Iteration 14Q (87271.280000 sec): 3 clusters
  Score: Raw -4930297.556596 + Penalty 5131.468378 = -4925166.088218
  nChanged 393
		SP:Iteration 15Q (87271.670000 sec): 3 clusters
  Score: Raw -4930410.882060 + Penalty 5131.468378 = -4925279.413682
  nChanged 332
		SP:Iteration 16Q (87272.110000 sec): 3 clusters
  Score: Raw -4930516.674086 + Penalty 5131.468378 = -4925385.205708
  nChanged 345
		SP:Iteration 17Q (87272.570000 sec): 3 clusters
  Score: Raw -4930645.971333 + Penalty 5131.468378 = -4925514.502955
  nChanged 349
		SP:Iteration 18Q (87272.960000 sec): 3 clusters
  Score: Raw -4930806.623112 + Penalty 5131.468378 = -4925675.154734
  nChanged 385
		SP:Iteration 19Q (87273.370000 sec): 3 clusters
  Score: Raw -4931037.177521 + Penalty 5131.468378 = -4925905.709143
  nChanged 419
		SP:Iteration 20F (87273.740000 sec): 3 clusters
  Score: Raw -4931376.891356 + Penalty 5131.468378 = -4926245.422978
  nChanged 402
		SP:Iteration 21Q (87274.130000 sec): 3 clusters
  Score: Raw -4931801.423141 + Penalty 5131.468378 = -4926669.954763
  nChanged 386
		SP:Iteration 22Q (87274.550000 sec): 3 clusters
  Score: Raw -4932177.934891 + Penalty 5131.468378 = -4927046.466513
  nChanged 351
		SP:Iteration 23Q (87275.000000 sec): 3 clusters
  Score: Raw -4932434.670558 + Penalty 5131.468378 = -4927303.202180
  nChanged 297
		SP:Iteration 24Q (87275.360000 sec): 3 clusters
  Score: Raw -4932593.674938 + Penalty 5131.468378 = -4927462.206560
  nChanged 234
		SP:Iteration 25Q (87275.780000 sec): 3 clusters
  Score: Raw -4932697.211760 + Penalty 5131.468378 = -4927565.743382
  nChanged 199
		SP:Iteration 26Q (87276.160000 sec): 3 clusters
  Score: Raw -4932774.894936 + Penalty 5131.468378 = -4927643.426558
  nChanged 161
		SP:Iteration 27Q (87276.530000 sec): 3 clusters
  Score: Raw -4932833.717472 + Penalty 5131.468378 = -4927702.249094
  nChanged 138
		SP:Iteration 28Q (87276.940000 sec): 3 clusters
  Score: Raw -4932876.635018 + Penalty 5131.468378 = -4927745.166640
  nChanged 110
		SP:Iteration 29Q (87277.340000 sec): 3 clusters
  Score: Raw -4932907.479512 + Penalty 5131.468378 = -4927776.011134
  nChanged 94
		SP:Iteration 30Q (87277.730000 sec): 3 clusters
  Score: Raw -4932935.479652 + Penalty 5131.468378 = -4927804.011274
  nChanged 84
		SP:Iteration 31Q (87278.070000 sec): 3 clusters
  Score: Raw -4932959.911329 + Penalty 5131.468378 = -4927828.442952
  nChanged 76
		SP:Iteration 32Q (87278.440000 sec): 3 clusters
  Score: Raw -4932981.863586 + Penalty 5131.468378 = -4927850.395208
  nChanged 78
		SP:Iteration 33Q (87278.800000 sec): 3 clusters
  Score: Raw -4933002.242908 + Penalty 5131.468378 = -4927870.774531
  nChanged 73
		SP:Iteration 34Q (87279.220000 sec): 3 clusters
  Score: Raw -4933021.123513 + Penalty 5131.468378 = -4927889.655135
  nChanged 63
		SP:Iteration 35Q (87279.620000 sec): 3 clusters
  Score: Raw -4933035.152582 + Penalty 5131.468378 = -4927903.684204
  nChanged 50
		SP:Iteration 36Q (87280.010000 sec): 3 clusters
  Score: Raw -4933047.667940 + Penalty 5131.468378 = -4927916.199562
  nChanged 46
		SP:Iteration 37Q (87280.440000 sec): 3 clusters
  Score: Raw -4933057.211557 + Penalty 5131.468378 = -4927925.743179
  nChanged 44
		SP:Iteration 38Q (87280.820000 sec): 3 clusters
  Score: Raw -4933067.405345 + Penalty 5131.468378 = -4927935.936967
  nChanged 44
		SP:Iteration 39Q (87281.220000 sec): 3 clusters
  Score: Raw -4933078.683170 + Penalty 5131.468378 = -4927947.214792
  nChanged 45
		SP:Iteration 40F (87281.680000 sec): 3 clusters
  Score: Raw -4933090.131853 + Penalty 5131.468378 = -4927958.663475
  nChanged 35
		SP:Iteration 41Q (87282.120000 sec): 3 clusters
  Score: Raw -4933096.254959 + Penalty 5131.468378 = -4927964.786581
  nChanged 20
		SP:Iteration 42Q (87282.500000 sec): 3 clusters
  Score: Raw -4933099.266960 + Penalty 5131.468378 = -4927967.798582
  nChanged 20
		SP:Iteration 43Q (87282.870000 sec): 3 clusters
  Score: Raw -4933102.590855 + Penalty 5131.468378 = -4927971.122478
  nChanged 20
		SP:Iteration 44Q (87283.360000 sec): 3 clusters
  Score: Raw -4933106.481521 + Penalty 5131.468378 = -4927975.013144
  nChanged 20
		SP:Iteration 45Q (87283.840000 sec): 3 clusters
  Score: Raw -4933111.051023 + Penalty 5131.468378 = -4927979.582645
  nChanged 26
		SP:Iteration 46Q (87284.200000 sec): 3 clusters
  Score: Raw -4933117.781524 + Penalty 5131.468378 = -4927986.313146
  nChanged 32
		SP:Iteration 47Q (87284.610000 sec): 3 clusters
  Score: Raw -4933127.061519 + Penalty 5131.468378 = -4927995.593141
  nChanged 30
		SP:Iteration 48Q (87285.010000 sec): 3 clusters
  Score: Raw -4933133.337632 + Penalty 5131.468378 = -4928001.869254
  nChanged 26
		SP:Iteration 49Q (87285.390000 sec): 3 clusters
  Score: Raw -4933139.484152 + Penalty 5131.468378 = -4928008.015774
  nChanged 31
		SP:Iteration 50Q (87285.830000 sec): 3 clusters
  Score: Raw -4933146.621256 + Penalty 5131.468378 = -4928015.152878
  nChanged 29
		SP:Iteration 51Q (87286.200000 sec): 3 clusters
  Score: Raw -4933153.810537 + Penalty 5131.468378 = -4928022.342159
  nChanged 32
		SP:Iteration 52Q (87286.530000 sec): 3 clusters
  Score: Raw -4933160.651607 + Penalty 5131.468378 = -4928029.183230
  nChanged 28
		SP:Iteration 53Q (87286.910000 sec): 3 clusters
  Score: Raw -4933166.978450 + Penalty 5131.468378 = -4928035.510072
  nChanged 21
		SP:Iteration 54Q (87287.240000 sec): 3 clusters
  Score: Raw -4933171.976694 + Penalty 5131.468378 = -4928040.508316
  nChanged 20
		SP:Iteration 55Q (87287.640000 sec): 3 clusters
  Score: Raw -4933176.423827 + Penalty 5131.468378 = -4928044.955449
  nChanged 20
		SP:Iteration 56Q (87287.940000 sec): 3 clusters
  Score: Raw -4933180.435303 + Penalty 5131.468378 = -4928048.966925
  nChanged 10
		SP:Iteration 57Q (87288.300000 sec): 3 clusters
  Score: Raw -4933182.105498 + Penalty 5131.468378 = -4928050.637121
  nChanged 8
		SP:Iteration 58Q (87288.680000 sec): 3 clusters
  Score: Raw -4933183.459684 + Penalty 5131.468378 = -4928051.991306
  nChanged 10
		SP:Iteration 59Q (87289.010000 sec): 3 clusters
  Score: Raw -4933185.003292 + Penalty 5131.468378 = -4928053.534914
  nChanged 3
		SP:Iteration 60F (87289.390000 sec): 3 clusters
  Score: Raw -4933185.430521 + Penalty 5131.468378 = -4928053.962144
  nChanged 2
		SP:Iteration 61Q (87289.920000 sec): 3 clusters
  Score: Raw -4933185.742836 + Penalty 5131.468378 = -4928054.274458
  nChanged 3
		SP:Iteration 62Q (87290.280000 sec): 3 clusters
  Score: Raw -4933186.218849 + Penalty 5131.468378 = -4928054.750471
  nChanged 3
		SP:Iteration 63Q (87290.650000 sec): 3 clusters
  Score: Raw -4933186.692827 + Penalty 5131.468378 = -4928055.224450
  nChanged 2
		SP:Iteration 64Q (87291.010000 sec): 3 clusters
  Score: Raw -4933187.009685 + Penalty 5131.468378 = -4928055.541307
  nChanged 2
		SP:Iteration 65Q (87291.400000 sec): 3 clusters
  Score: Raw -4933187.227646 + Penalty 5131.468378 = -4928055.759268
  nChanged 4
		SP:Iteration 66Q (87291.820000 sec): 3 clusters
  Score: Raw -4933187.961888 + Penalty 5131.468378 = -4928056.493511
  nChanged 3
		SP:Iteration 67Q (87292.250000 sec): 3 clusters
  Score: Raw -4933188.468107 + Penalty 5131.468378 = -4928056.999729
  nChanged 3
		SP:Iteration 68Q (87292.650000 sec): 3 clusters
  Score: Raw -4933189.038863 + Penalty 5131.468378 = -4928057.570485
  nChanged 2
		SP:Iteration 69Q (87292.980000 sec): 3 clusters
  Score: Raw -4933189.448304 + Penalty 5131.468378 = -4928057.979926
  nChanged 5
		SP:Iteration 70Q (87293.390000 sec): 3 clusters
  Score: Raw -4933190.413321 + Penalty 5131.468378 = -4928058.944943
  nChanged 1
		SP:Iteration 71Q (87293.810000 sec): 3 clusters
  Score: Raw -4933190.587885 + Penalty 5131.468378 = -4928059.119507
  nChanged 2
		SP:Iteration 72Q (87294.170000 sec): 3 clusters
  Score: Raw -4933190.849720 + Penalty 5131.468378 = -4928059.381342
  nChanged 1
		SP:Iteration 73Q (87294.500000 sec): 3 clusters
  Score: Raw -4933191.139688 + Penalty 5131.468378 = -4928059.671310
  nChanged 2
		SP:Iteration 74Q (87294.880000 sec): 3 clusters
  Score: Raw -4933191.361431 + Penalty 5131.468378 = -4928059.893053
  nChanged 1
		SP:Iteration 75Q (87295.300000 sec): 3 clusters
  Score: Raw -4933191.551723 + Penalty 5131.468378 = -4928060.083346
  nChanged 1
		SP:Iteration 76Q (87295.660000 sec): 3 clusters
  Score: Raw -4933191.719874 + Penalty 5131.468378 = -4928060.251496
  nChanged 2
		SP:Iteration 77Q (87296.070000 sec): 3 clusters
  Score: Raw -4933192.003393 + Penalty 5131.468378 = -4928060.535016
  nChanged 3
		SP:Iteration 78Q (87296.420000 sec): 3 clusters
  Score: Raw -4933192.509640 + Penalty 5131.468378 = -4928061.041262
  nChanged 3
		SP:Iteration 79Q (87296.780000 sec): 3 clusters
  Score: Raw -4933192.951924 + Penalty 5131.468378 = -4928061.483546
  nChanged 4
		SP:Iteration 80F (87297.170000 sec): 3 clusters
  Score: Raw -4933193.815381 + Penalty 5131.468378 = -4928062.347004
  nChanged 6
		SP:Iteration 81Q (87297.570000 sec): 3 clusters
  Score: Raw -4933194.847438 + Penalty 5131.468378 = -4928063.379061
  nChanged 4
		SP:Iteration 82Q (87298.020000 sec): 3 clusters
  Score: Raw -4933195.523453 + Penalty 5131.468378 = -4928064.055075
  nChanged 2
		SP:Iteration 83Q (87298.370000 sec): 3 clusters
  Score: Raw -4933195.893849 + Penalty 5131.468378 = -4928064.425471
  nChanged 2
		SP:Iteration 84Q (87298.810000 sec): 3 clusters
  Score: Raw -4933196.273345 + Penalty 5131.468378 = -4928064.804967
  nChanged 5
		SP:Iteration 85Q (87299.170000 sec): 3 clusters
  Score: Raw -4933196.832923 + Penalty 5131.468378 = -4928065.364545
  nChanged 2
		SP:Iteration 86Q (87299.510000 sec): 3 clusters
  Score: Raw -4933197.148278 + Penalty 5131.468378 = -4928065.679900
  nChanged 2
		SP:Iteration 87Q (87299.860000 sec): 3 clusters
  Score: Raw -4933197.479834 + Penalty 5131.468378 = -4928066.011456
  nChanged 2
		SP:Iteration 88Q (87300.280000 sec): 3 clusters
  Score: Raw -4933197.722787 + Penalty 5131.468378 = -4928066.254409
  nChanged 2
		SP:Iteration 89Q (87300.620000 sec): 3 clusters
  Score: Raw -4933198.126741 + Penalty 5131.468378 = -4928066.658363
  nChanged 2
		SP:Iteration 90Q (87301.000000 sec): 3 clusters
  Score: Raw -4933198.535438 + Penalty 5131.468378 = -4928067.067060
  nChanged 2
		SP:Iteration 91Q (87301.430000 sec): 3 clusters
  Score: Raw -4933198.948611 + Penalty 5131.468378 = -4928067.480233
  nChanged 2
		SP:Iteration 92Q (87301.780000 sec): 3 clusters
  Score: Raw -4933199.121264 + Penalty 5131.468378 = -4928067.652886
  nChanged 0
		SP:Iteration 93F (87302.190000 sec): 3 clusters
  Score: Raw -4933199.121264 + Penalty 5131.468378 = -4928067.652886
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (21494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87302.430000 sec): 2 clusters
  Score: Raw -3430927.678835 + Penalty 2473.931218 = -3428453.747616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87302.820000 sec): 3 clusters
  Score: Raw -3418368.841905 + Penalty 4947.862436 = -3413420.979469
  nChanged 9508
		SP:Iteration 1F (87303.220000 sec): 3 clusters
  Score: Raw -3423605.987584 + Penalty 4947.862436 = -3418658.125148
  nChanged 1364
		SP:Iteration 2F (87303.570000 sec): 3 clusters
  Score: Raw -3424319.416917 + Penalty 4947.862436 = -3419371.554481
  nChanged 1415
		SP:Iteration 3F (87303.950000 sec): 3 clusters
  Score: Raw -3425144.345200 + Penalty 4947.862436 = -3420196.482764
  nChanged 1482
		SP:Iteration 4F (87304.220000 sec): 3 clusters
  Score: Raw -3426108.657645 + Penalty 4947.862436 = -3421160.795208
  nChanged 1473
		SP:Iteration 5F (87304.590000 sec): 3 clusters
  Score: Raw -3427105.196146 + Penalty 4947.862436 = -3422157.333710
  nChanged 1390
		SP:Iteration 6F (87304.940000 sec): 3 clusters
  Score: Raw -3428008.306901 + Penalty 4947.862436 = -3423060.444465
  nChanged 1203
		SP:Iteration 7F (87305.190000 sec): 3 clusters
  Score: Raw -3428695.545082 + Penalty 4947.862436 = -3423747.682646
  nChanged 911
		SP:Iteration 8Q (87305.540000 sec): 3 clusters
  Score: Raw -3429160.215589 + Penalty 4947.862436 = -3424212.353153
  nChanged 714
		SP:Iteration 9Q (87305.820000 sec): 3 clusters
  Score: Raw -3429504.131892 + Penalty 4947.862436 = -3424556.269456
  nChanged 553
		SP:Iteration 10Q (87306.120000 sec): 3 clusters
  Score: Raw -3429759.215671 + Penalty 4947.862436 = -3424811.353235
  nChanged 481
		SP:Iteration 11Q (87306.380000 sec): 3 clusters
  Score: Raw -3429976.548834 + Penalty 4947.862436 = -3425028.686398
  nChanged 412
		SP:Iteration 12Q (87306.710000 sec): 3 clusters
  Score: Raw -3430162.324498 + Penalty 4947.862436 = -3425214.462062
  nChanged 374
		SP:Iteration 13Q (87307.020000 sec): 3 clusters
  Score: Raw -3430323.414288 + Penalty 4947.862436 = -3425375.551852
  nChanged 336
		SP:Iteration 14Q (87307.360000 sec): 3 clusters
  Score: Raw -3430467.939653 + Penalty 4947.862436 = -3425520.077216
  nChanged 297
		SP:Iteration 15Q (87307.740000 sec): 3 clusters
  Score: Raw -3430595.435166 + Penalty 4947.862436 = -3425647.572729
  nChanged 254
		SP:Iteration 16Q (87308.050000 sec): 3 clusters
  Score: Raw -3430707.654529 + Penalty 4947.862436 = -3425759.792093
  nChanged 236
		SP:Iteration 17Q (87308.350000 sec): 3 clusters
  Score: Raw -3430809.224905 + Penalty 4947.862436 = -3425861.362469
  nChanged 210
		SP:Iteration 18Q (87308.740000 sec): 3 clusters
  Score: Raw -3430897.296811 + Penalty 4947.862436 = -3425949.434374
  nChanged 177
		SP:Iteration 19Q (87309.120000 sec): 3 clusters
  Score: Raw -3430978.891344 + Penalty 4947.862436 = -3426031.028908
  nChanged 148
		SP:Iteration 20F (87309.420000 sec): 3 clusters
  Score: Raw -3431044.078570 + Penalty 4947.862436 = -3426096.216133
  nChanged 117
		SP:Iteration 21Q (87309.790000 sec): 3 clusters
  Score: Raw -3431094.468648 + Penalty 4947.862436 = -3426146.606212
  nChanged 88
		SP:Iteration 22Q (87310.060000 sec): 3 clusters
  Score: Raw -3431134.308627 + Penalty 4947.862436 = -3426186.446191
  nChanged 67
		SP:Iteration 23Q (87310.380000 sec): 3 clusters
  Score: Raw -3431165.334548 + Penalty 4947.862436 = -3426217.472112
  nChanged 71
		SP:Iteration 24Q (87310.650000 sec): 3 clusters
  Score: Raw -3431193.663522 + Penalty 4947.862436 = -3426245.801086
  nChanged 53
		SP:Iteration 25Q (87310.980000 sec): 3 clusters
  Score: Raw -3431217.432704 + Penalty 4947.862436 = -3426269.570267
  nChanged 46
		SP:Iteration 26Q (87311.360000 sec): 3 clusters
  Score: Raw -3431234.376603 + Penalty 4947.862436 = -3426286.514167
  nChanged 44
		SP:Iteration 27Q (87311.690000 sec): 3 clusters
  Score: Raw -3431251.036201 + Penalty 4947.862436 = -3426303.173765
  nChanged 39
		SP:Iteration 28Q (87312.020000 sec): 3 clusters
  Score: Raw -3431269.391591 + Penalty 4947.862436 = -3426321.529154
  nChanged 38
		SP:Iteration 29Q (87312.420000 sec): 3 clusters
  Score: Raw -3431286.462242 + Penalty 4947.862436 = -3426338.599805
  nChanged 39
		SP:Iteration 30Q (87312.770000 sec): 3 clusters
  Score: Raw -3431302.433975 + Penalty 4947.862436 = -3426354.571539
  nChanged 26
		SP:Iteration 31Q (87313.100000 sec): 3 clusters
  Score: Raw -3431311.481352 + Penalty 4947.862436 = -3426363.618916
  nChanged 22
		SP:Iteration 32Q (87313.420000 sec): 3 clusters
  Score: Raw -3431319.537428 + Penalty 4947.862436 = -3426371.674992
  nChanged 14
		SP:Iteration 33Q (87313.800000 sec): 3 clusters
  Score: Raw -3431326.843815 + Penalty 4947.862436 = -3426378.981379
  nChanged 20
		SP:Iteration 34Q (87314.150000 sec): 3 clusters
  Score: Raw -3431335.623982 + Penalty 4947.862436 = -3426387.761545
  nChanged 15
		SP:Iteration 35Q (87314.510000 sec): 3 clusters
  Score: Raw -3431342.695017 + Penalty 4947.862436 = -3426394.832580
  nChanged 12
		SP:Iteration 36Q (87314.830000 sec): 3 clusters
  Score: Raw -3431346.957370 + Penalty 4947.862436 = -3426399.094934
  nChanged 12
		SP:Iteration 37Q (87315.140000 sec): 3 clusters
  Score: Raw -3431352.444830 + Penalty 4947.862436 = -3426404.582394
  nChanged 16
		SP:Iteration 38Q (87315.520000 sec): 3 clusters
  Score: Raw -3431358.780119 + Penalty 4947.862436 = -3426410.917683
  nChanged 11
		SP:Iteration 39Q (87315.840000 sec): 3 clusters
  Score: Raw -3431363.093847 + Penalty 4947.862436 = -3426415.231411
  nChanged 4
		SP:Iteration 40F (87316.190000 sec): 3 clusters
  Score: Raw -3431364.278861 + Penalty 4947.862436 = -3426416.416425
  nChanged 1
		SP:Iteration 41Q (87316.530000 sec): 3 clusters
  Score: Raw -3431364.440787 + Penalty 4947.862436 = -3426416.578351
  nChanged 0
		SP:Iteration 42F (87316.900000 sec): 3 clusters
  Score: Raw -3431364.440787 + Penalty 4947.862436 = -3426416.578351
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (2974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87316.990000 sec): 2 clusters
  Score: Raw -448030.797797 + Penalty 1983.420456 = -446047.377342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87317.140000 sec): 3 clusters
  Score: Raw -446793.556321 + Penalty 3966.840911 = -442826.715410
  nChanged 1059
		SP:Iteration 1F (87317.300000 sec): 3 clusters
  Score: Raw -447437.716182 + Penalty 3966.840911 = -443470.875271
  nChanged 211
		SP:Iteration 2F (87317.460000 sec): 3 clusters
  Score: Raw -447585.427538 + Penalty 3966.840911 = -443618.586627
  nChanged 138
		SP:Iteration 3Q (87317.620000 sec): 3 clusters
  Score: Raw -447677.652175 + Penalty 3966.840911 = -443710.811264
  nChanged 87
		SP:Iteration 4Q (87317.810000 sec): 3 clusters
  Score: Raw -447744.191629 + Penalty 3966.840911 = -443777.350718
  nChanged 62
		SP:Iteration 5Q (87317.980000 sec): 3 clusters
  Score: Raw -447775.803267 + Penalty 3966.840911 = -443808.962356
  nChanged 41
		SP:Iteration 6Q (87318.150000 sec): 3 clusters
  Score: Raw -447801.212769 + Penalty 3966.840911 = -443834.371858
  nChanged 39
		SP:Iteration 7Q (87318.280000 sec): 3 clusters
  Score: Raw -447829.686198 + Penalty 3966.840911 = -443862.845287
  nChanged 48
		SP:Iteration 8Q (87318.430000 sec): 3 clusters
  Score: Raw -447855.857378 + Penalty 3966.840911 = -443889.016467
  nChanged 29
		SP:Iteration 9Q (87318.660000 sec): 3 clusters
  Score: Raw -447871.445330 + Penalty 3966.840911 = -443904.604419
  nChanged 24
		SP:Iteration 10Q (87318.830000 sec): 3 clusters
  Score: Raw -447881.834487 + Penalty 3966.840911 = -443914.993576
  nChanged 15
		SP:Iteration 11Q (87318.980000 sec): 3 clusters
  Score: Raw -447887.626211 + Penalty 3966.840911 = -443920.785300
  nChanged 14
		SP:Iteration 12Q (87319.170000 sec): 3 clusters
  Score: Raw -447895.709280 + Penalty 3966.840911 = -443928.868369
  nChanged 11
		SP:Iteration 13Q (87319.300000 sec): 3 clusters
  Score: Raw -447901.856149 + Penalty 3966.840911 = -443935.015237
  nChanged 13
		SP:Iteration 14Q (87319.480000 sec): 3 clusters
  Score: Raw -447908.365827 + Penalty 3966.840911 = -443941.524916
  nChanged 12
		SP:Iteration 15Q (87319.650000 sec): 3 clusters
  Score: Raw -447913.021574 + Penalty 3966.840911 = -443946.180663
  nChanged 10
		SP:Iteration 16Q (87319.850000 sec): 3 clusters
  Score: Raw -447915.400311 + Penalty 3966.840911 = -443948.559400
  nChanged 6
		SP:Iteration 17Q (87320.030000 sec): 3 clusters
  Score: Raw -447916.960031 + Penalty 3966.840911 = -443950.119120
  nChanged 3
		SP:Iteration 18Q (87320.240000 sec): 3 clusters
  Score: Raw -447917.952768 + Penalty 3966.840911 = -443951.111857
  nChanged 3
		SP:Iteration 19Q (87320.490000 sec): 3 clusters
  Score: Raw -447918.811220 + Penalty 3966.840911 = -443951.970309
  nChanged 4
		SP:Iteration 20F (87320.650000 sec): 3 clusters
  Score: Raw -447920.600601 + Penalty 3966.840911 = -443953.759690
  nChanged 4
		SP:Iteration 21Q (87320.800000 sec): 3 clusters
  Score: Raw -447922.760646 + Penalty 3966.840911 = -443955.919735
  nChanged 8
		SP:Iteration 22Q (87320.960000 sec): 3 clusters
  Score: Raw -447926.804816 + Penalty 3966.840911 = -443959.963905
  nChanged 10
		SP:Iteration 23Q (87321.120000 sec): 3 clusters
  Score: Raw -447933.791359 + Penalty 3966.840911 = -443966.950448
  nChanged 13
		SP:Iteration 24Q (87321.250000 sec): 3 clusters
  Score: Raw -447939.450907 + Penalty 3966.840911 = -443972.609996
  nChanged 10
		SP:Iteration 25Q (87321.390000 sec): 3 clusters
  Score: Raw -447942.342050 + Penalty 3966.840911 = -443975.501139
  nChanged 7
		SP:Iteration 26Q (87321.540000 sec): 3 clusters
  Score: Raw -447945.667725 + Penalty 3966.840911 = -443978.826814
  nChanged 4
		SP:Iteration 27Q (87321.680000 sec): 3 clusters
  Score: Raw -447947.497818 + Penalty 3966.840911 = -443980.656907
  nChanged 6
		SP:Iteration 28Q (87321.820000 sec): 3 clusters
  Score: Raw -447949.288012 + Penalty 3966.840911 = -443982.447101
  nChanged 2
		SP:Iteration 29Q (87321.940000 sec): 3 clusters
  Score: Raw -447949.841209 + Penalty 3966.840911 = -443983.000298
  nChanged 3
		SP:Iteration 30Q (87322.080000 sec): 3 clusters
  Score: Raw -447951.175417 + Penalty 3966.840911 = -443984.334506
  nChanged 4
		SP:Iteration 31Q (87322.210000 sec): 3 clusters
  Score: Raw -447953.547796 + Penalty 3966.840911 = -443986.706885
  nChanged 3
		SP:Iteration 32Q (87322.360000 sec): 3 clusters
  Score: Raw -447954.975186 + Penalty 3966.840911 = -443988.134275
  nChanged 4
		SP:Iteration 33Q (87322.540000 sec): 3 clusters
  Score: Raw -447956.410426 + Penalty 3966.840911 = -443989.569515
  nChanged 3
		SP:Iteration 34Q (87322.710000 sec): 3 clusters
  Score: Raw -447958.525293 + Penalty 3966.840911 = -443991.684382
  nChanged 3
		SP:Iteration 35Q (87322.860000 sec): 3 clusters
  Score: Raw -447959.352293 + Penalty 3966.840911 = -443992.511382
  nChanged 1
		SP:Iteration 36Q (87323.000000 sec): 3 clusters
  Score: Raw -447959.676463 + Penalty 3966.840911 = -443992.835552
  nChanged 0
		SP:Iteration 37F (87323.150000 sec): 3 clusters
  Score: Raw -447959.676463 + Penalty 3966.840911 = -443992.835552
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (232673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87324.740000 sec): 2 clusters
  Score: Raw -37190253.864083 + Penalty 3064.632550 = -37187189.231533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87326.790000 sec): 3 clusters
  Score: Raw -37037048.637671 + Penalty 6129.265099 = -37030919.372571
  nChanged 112136
		SP:Iteration 1F (87329.010000 sec): 3 clusters
  Score: Raw -37104871.433607 + Penalty 6129.265099 = -37098742.168508
  nChanged 9080
		SP:Iteration 2Q (87331.290000 sec): 3 clusters
  Score: Raw -37108454.717584 + Penalty 6129.265099 = -37102325.452484
  nChanged 11192
		SP:Iteration 3Q (87333.640000 sec): 3 clusters
  Score: Raw -37114096.964005 + Penalty 6129.265099 = -37107967.698905
  nChanged 13347
		SP:Iteration 4F (87335.820000 sec): 3 clusters
  Score: Raw -37122442.805106 + Penalty 6129.265099 = -37116313.540007
  nChanged 15319
		SP:Iteration 5F (87337.420000 sec): 3 clusters
  Score: Raw -37133290.106681 + Penalty 6129.265099 = -37127160.841581
  nChanged 16142
		SP:Iteration 6F (87339.140000 sec): 3 clusters
  Score: Raw -37145189.280259 + Penalty 6129.265099 = -37139060.015160
  nChanged 14931
		SP:Iteration 7F (87340.870000 sec): 3 clusters
  Score: Raw -37156102.999637 + Penalty 6129.265099 = -37149973.734537
  nChanged 12243
		SP:Iteration 8F (87342.670000 sec): 3 clusters
  Score: Raw -37163979.851434 + Penalty 6129.265099 = -37157850.586335
  nChanged 8930
		SP:Iteration 9Q (87344.560000 sec): 3 clusters
  Score: Raw -37168829.386664 + Penalty 6129.265099 = -37162700.121564
  nChanged 6436
		SP:Iteration 10Q (87346.400000 sec): 3 clusters
  Score: Raw -37172129.634276 + Penalty 6129.265099 = -37166000.369176
  nChanged 5201
		SP:Iteration 11Q (87348.300000 sec): 3 clusters
  Score: Raw -37174989.102916 + Penalty 6129.265099 = -37168859.837817
  nChanged 4735
		SP:Iteration 12Q (87350.040000 sec): 3 clusters
  Score: Raw -37177582.853430 + Penalty 6129.265099 = -37171453.588330
  nChanged 4350
		SP:Iteration 13Q (87351.960000 sec): 3 clusters
  Score: Raw -37179948.382754 + Penalty 6129.265099 = -37173819.117655
  nChanged 3831
		SP:Iteration 14Q (87353.840000 sec): 3 clusters
  Score: Raw -37181801.833418 + Penalty 6129.265099 = -37175672.568319
  nChanged 3453
		SP:Iteration 15Q (87355.710000 sec): 3 clusters
  Score: Raw -37183341.342276 + Penalty 6129.265099 = -37177212.077177
  nChanged 3017
		SP:Iteration 16Q (87357.720000 sec): 3 clusters
  Score: Raw -37184578.667454 + Penalty 6129.265099 = -37178449.402355
  nChanged 2560
		SP:Iteration 17Q (87359.570000 sec): 3 clusters
  Score: Raw -37185509.625965 + Penalty 6129.265099 = -37179380.360866
  nChanged 2229
		SP:Iteration 18Q (87361.410000 sec): 3 clusters
  Score: Raw -37186202.190179 + Penalty 6129.265099 = -37180072.925079
  nChanged 1813
		SP:Iteration 19Q (87363.230000 sec): 3 clusters
  Score: Raw -37186661.363480 + Penalty 6129.265099 = -37180532.098380
  nChanged 1478
		SP:Iteration 20F (87364.930000 sec): 3 clusters
  Score: Raw -37186981.974601 + Penalty 6129.265099 = -37180852.709501
  nChanged 1253
		SP:Iteration 21Q (87366.760000 sec): 3 clusters
  Score: Raw -37187223.905922 + Penalty 6129.265099 = -37181094.640822
  nChanged 1155
		SP:Iteration 22Q (87368.530000 sec): 3 clusters
  Score: Raw -37187423.167928 + Penalty 6129.265099 = -37181293.902828
  nChanged 1038
		SP:Iteration 23Q (87370.310000 sec): 3 clusters
  Score: Raw -37187582.632597 + Penalty 6129.265099 = -37181453.367498
  nChanged 950
		SP:Iteration 24Q (87372.140000 sec): 3 clusters
  Score: Raw -37187719.182379 + Penalty 6129.265099 = -37181589.917280
  nChanged 888
		SP:Iteration 25Q (87373.930000 sec): 3 clusters
  Score: Raw -37187831.155463 + Penalty 6129.265099 = -37181701.890364
  nChanged 765
		SP:Iteration 26Q (87375.650000 sec): 3 clusters
  Score: Raw -37187919.521464 + Penalty 6129.265099 = -37181790.256364
  nChanged 709
		SP:Iteration 27Q (87377.520000 sec): 3 clusters
  Score: Raw -37187998.101035 + Penalty 6129.265099 = -37181868.835936
  nChanged 725
		SP:Iteration 28Q (87379.410000 sec): 3 clusters
  Score: Raw -37188077.885494 + Penalty 6129.265099 = -37181948.620394
  nChanged 701
		SP:Iteration 29Q (87381.340000 sec): 3 clusters
  Score: Raw -37188153.002313 + Penalty 6129.265099 = -37182023.737213
  nChanged 665
		SP:Iteration 30Q (87383.060000 sec): 3 clusters
  Score: Raw -37188222.725984 + Penalty 6129.265099 = -37182093.460884
  nChanged 645
		SP:Iteration 31Q (87384.950000 sec): 3 clusters
  Score: Raw -37188288.306527 + Penalty 6129.265099 = -37182159.041427
  nChanged 630
		SP:Iteration 32Q (87386.690000 sec): 3 clusters
  Score: Raw -37188351.567129 + Penalty 6129.265099 = -37182222.302030
  nChanged 608
		SP:Iteration 33Q (87388.540000 sec): 3 clusters
  Score: Raw -37188408.991420 + Penalty 6129.265099 = -37182279.726321
  nChanged 568
		SP:Iteration 34Q (87390.310000 sec): 3 clusters
  Score: Raw -37188463.260507 + Penalty 6129.265099 = -37182333.995408
  nChanged 543
		SP:Iteration 35Q (87392.050000 sec): 3 clusters
  Score: Raw -37188514.112737 + Penalty 6129.265099 = -37182384.847638
  nChanged 527
		SP:Iteration 36Q (87393.750000 sec): 3 clusters
  Score: Raw -37188561.983119 + Penalty 6129.265099 = -37182432.718020
  nChanged 544
		SP:Iteration 37Q (87395.530000 sec): 3 clusters
  Score: Raw -37188612.391271 + Penalty 6129.265099 = -37182483.126172
  nChanged 518
		SP:Iteration 38Q (87397.320000 sec): 3 clusters
  Score: Raw -37188660.090387 + Penalty 6129.265099 = -37182530.825288
  nChanged 508
		SP:Iteration 39Q (87399.110000 sec): 3 clusters
  Score: Raw -37188706.533659 + Penalty 6129.265099 = -37182577.268560
  nChanged 500
		SP:Iteration 40F (87401.050000 sec): 3 clusters
  Score: Raw -37188750.284685 + Penalty 6129.265099 = -37182621.019586
  nChanged 463
		SP:Iteration 41Q (87402.870000 sec): 3 clusters
  Score: Raw -37188789.218700 + Penalty 6129.265099 = -37182659.953601
  nChanged 471
		SP:Iteration 42Q (87404.750000 sec): 3 clusters
  Score: Raw -37188829.862236 + Penalty 6129.265099 = -37182700.597137
  nChanged 464
		SP:Iteration 43Q (87406.690000 sec): 3 clusters
  Score: Raw -37188874.520669 + Penalty 6129.265099 = -37182745.255570
  nChanged 511
		SP:Iteration 44Q (87408.490000 sec): 3 clusters
  Score: Raw -37188925.838871 + Penalty 6129.265099 = -37182796.573772
  nChanged 530
		SP:Iteration 45Q (87410.350000 sec): 3 clusters
  Score: Raw -37188979.917177 + Penalty 6129.265099 = -37182850.652077
  nChanged 501
		SP:Iteration 46Q (87412.150000 sec): 3 clusters
  Score: Raw -37189025.881737 + Penalty 6129.265099 = -37182896.616637
  nChanged 462
		SP:Iteration 47Q (87414.060000 sec): 3 clusters
  Score: Raw -37189066.159092 + Penalty 6129.265099 = -37182936.893993
  nChanged 458
		SP:Iteration 48Q (87416.080000 sec): 3 clusters
  Score: Raw -37189107.529928 + Penalty 6129.265099 = -37182978.264828
  nChanged 501
		SP:Iteration 49Q (87418.270000 sec): 3 clusters
  Score: Raw -37189153.784596 + Penalty 6129.265099 = -37183024.519497
  nChanged 488
		SP:Iteration 50Q (87420.400000 sec): 3 clusters
  Score: Raw -37189201.312234 + Penalty 6129.265099 = -37183072.047135
  nChanged 494
		SP:Iteration 51Q (87422.500000 sec): 3 clusters
  Score: Raw -37189248.722498 + Penalty 6129.265099 = -37183119.457399
  nChanged 489
		SP:Iteration 52Q (87424.700000 sec): 3 clusters
  Score: Raw -37189292.865051 + Penalty 6129.265099 = -37183163.599951
  nChanged 438
		SP:Iteration 53Q (87426.400000 sec): 3 clusters
  Score: Raw -37189332.782766 + Penalty 6129.265099 = -37183203.517667
  nChanged 464
		SP:Iteration 54Q (87428.190000 sec): 3 clusters
  Score: Raw -37189378.240321 + Penalty 6129.265099 = -37183248.975222
  nChanged 484
		SP:Iteration 55Q (87429.920000 sec): 3 clusters
  Score: Raw -37189424.401184 + Penalty 6129.265099 = -37183295.136084
  nChanged 490
		SP:Iteration 56Q (87431.730000 sec): 3 clusters
  Score: Raw -37189471.948193 + Penalty 6129.265099 = -37183342.683093
  nChanged 459
		SP:Iteration 57Q (87433.520000 sec): 3 clusters
  Score: Raw -37189514.170247 + Penalty 6129.265099 = -37183384.905147
  nChanged 438
		SP:Iteration 58Q (87435.100000 sec): 3 clusters
  Score: Raw -37189551.811155 + Penalty 6129.265099 = -37183422.546055
  nChanged 412
		SP:Iteration 59Q (87436.870000 sec): 3 clusters
  Score: Raw -37189588.025150 + Penalty 6129.265099 = -37183458.760050
  nChanged 420
		SP:Iteration 60F (87438.660000 sec): 3 clusters
  Score: Raw -37189626.771726 + Penalty 6129.265099 = -37183497.506626
  nChanged 418
		SP:Iteration 61Q (87440.450000 sec): 3 clusters
  Score: Raw -37189665.320595 + Penalty 6129.265099 = -37183536.055496
  nChanged 411
		SP:Iteration 62Q (87442.160000 sec): 3 clusters
  Score: Raw -37189698.733688 + Penalty 6129.265099 = -37183569.468589
  nChanged 377
		SP:Iteration 63Q (87443.850000 sec): 3 clusters
  Score: Raw -37189728.641494 + Penalty 6129.265099 = -37183599.376395
  nChanged 358
		SP:Iteration 64Q (87445.620000 sec): 3 clusters
  Score: Raw -37189757.232370 + Penalty 6129.265099 = -37183627.967270
  nChanged 376
		SP:Iteration 65Q (87447.180000 sec): 3 clusters
  Score: Raw -37189788.351244 + Penalty 6129.265099 = -37183659.086145
  nChanged 362
		SP:Iteration 66Q (87448.760000 sec): 3 clusters
  Score: Raw -37189818.035088 + Penalty 6129.265099 = -37183688.769988
  nChanged 344
		SP:Iteration 67Q (87450.520000 sec): 3 clusters
  Score: Raw -37189846.034265 + Penalty 6129.265099 = -37183716.769165
  nChanged 378
		SP:Iteration 68Q (87452.350000 sec): 3 clusters
  Score: Raw -37189878.316705 + Penalty 6129.265099 = -37183749.051605
  nChanged 369
		SP:Iteration 69Q (87454.250000 sec): 3 clusters
  Score: Raw -37189912.280731 + Penalty 6129.265099 = -37183783.015632
  nChanged 376
		SP:Iteration 70Q (87456.120000 sec): 3 clusters
  Score: Raw -37189946.906491 + Penalty 6129.265099 = -37183817.641392
  nChanged 370
		SP:Iteration 71Q (87457.870000 sec): 3 clusters
  Score: Raw -37189979.192597 + Penalty 6129.265099 = -37183849.927497
  nChanged 360
		SP:Iteration 72Q (87459.600000 sec): 3 clusters
  Score: Raw -37190010.571773 + Penalty 6129.265099 = -37183881.306673
  nChanged 358
		SP:Iteration 73Q (87461.300000 sec): 3 clusters
  Score: Raw -37190044.666731 + Penalty 6129.265099 = -37183915.401632
  nChanged 395
		SP:Iteration 74Q (87463.050000 sec): 3 clusters
  Score: Raw -37190080.070657 + Penalty 6129.265099 = -37183950.805557
  nChanged 376
		SP:Iteration 75Q (87464.810000 sec): 3 clusters
  Score: Raw -37190113.418770 + Penalty 6129.265099 = -37183984.153671
  nChanged 355
		SP:Iteration 76Q (87466.780000 sec): 3 clusters
  Score: Raw -37190143.946020 + Penalty 6129.265099 = -37184014.680920
  nChanged 333
		SP:Iteration 77Q (87468.620000 sec): 3 clusters
  Score: Raw -37190169.754351 + Penalty 6129.265099 = -37184040.489252
  nChanged 307
		SP:Iteration 78Q (87470.560000 sec): 3 clusters
  Score: Raw -37190194.009727 + Penalty 6129.265099 = -37184064.744628
  nChanged 293
		SP:Iteration 79Q (87472.420000 sec): 3 clusters
  Score: Raw -37190218.065816 + Penalty 6129.265099 = -37184088.800716
  nChanged 293
		SP:Iteration 80F (87474.270000 sec): 3 clusters
  Score: Raw -37190243.236337 + Penalty 6129.265099 = -37184113.971237
  nChanged 316
		SP:Iteration 81Q (87476.070000 sec): 3 clusters
  Score: Raw -37190269.965155 + Penalty 6129.265099 = -37184140.700056
  nChanged 312
		SP:Iteration 82Q (87477.860000 sec): 3 clusters
  Score: Raw -37190295.202266 + Penalty 6129.265099 = -37184165.937167
  nChanged 286
		SP:Iteration 83Q (87479.850000 sec): 3 clusters
  Score: Raw -37190317.454761 + Penalty 6129.265099 = -37184188.189661
  nChanged 287
		SP:Iteration 84Q (87481.750000 sec): 3 clusters
  Score: Raw -37190340.043257 + Penalty 6129.265099 = -37184210.778158
  nChanged 294
		SP:Iteration 85Q (87483.700000 sec): 3 clusters
  Score: Raw -37190363.330923 + Penalty 6129.265099 = -37184234.065823
  nChanged 281
		SP:Iteration 86Q (87485.240000 sec): 3 clusters
  Score: Raw -37190385.973715 + Penalty 6129.265099 = -37184256.708616
  nChanged 277
		SP:Iteration 87Q (87486.840000 sec): 3 clusters
  Score: Raw -37190409.702356 + Penalty 6129.265099 = -37184280.437257
  nChanged 271
		SP:Iteration 88Q (87488.550000 sec): 3 clusters
  Score: Raw -37190431.452737 + Penalty 6129.265099 = -37184302.187638
  nChanged 252
		SP:Iteration 89Q (87490.210000 sec): 3 clusters
  Score: Raw -37190449.958212 + Penalty 6129.265099 = -37184320.693113
  nChanged 219
		SP:Iteration 90Q (87491.900000 sec): 3 clusters
  Score: Raw -37190466.786307 + Penalty 6129.265099 = -37184337.521207
  nChanged 230
		SP:Iteration 91Q (87493.590000 sec): 3 clusters
  Score: Raw -37190485.340646 + Penalty 6129.265099 = -37184356.075547
  nChanged 222
		SP:Iteration 92Q (87495.300000 sec): 3 clusters
  Score: Raw -37190502.453730 + Penalty 6129.265099 = -37184373.188630
  nChanged 214
		SP:Iteration 93Q (87497.090000 sec): 3 clusters
  Score: Raw -37190519.800868 + Penalty 6129.265099 = -37184390.535768
  nChanged 203
		SP:Iteration 94Q (87498.870000 sec): 3 clusters
  Score: Raw -37190534.453948 + Penalty 6129.265099 = -37184405.188848
  nChanged 189
		SP:Iteration 95Q (87501.050000 sec): 3 clusters
  Score: Raw -37190547.715726 + Penalty 6129.265099 = -37184418.450626
  nChanged 200
		SP:Iteration 96Q (87503.210000 sec): 3 clusters
  Score: Raw -37190562.342050 + Penalty 6129.265099 = -37184433.076950
  nChanged 204
		SP:Iteration 97Q (87505.370000 sec): 3 clusters
  Score: Raw -37190578.964580 + Penalty 6129.265099 = -37184449.699481
  nChanged 224
		SP:Iteration 98Q (87507.530000 sec): 3 clusters
  Score: Raw -37190600.097444 + Penalty 6129.265099 = -37184470.832344
  nChanged 234
		SP:Iteration 99Q (87509.720000 sec): 3 clusters
  Score: Raw -37190621.103518 + Penalty 6129.265099 = -37184491.838419
  nChanged 253
		SP:Iteration 100F (87511.840000 sec): 3 clusters
  Score: Raw -37190643.980799 + Penalty 6129.265099 = -37184514.715699
  nChanged 225
		SP:Iteration 101Q (87513.570000 sec): 3 clusters
  Score: Raw -37190663.508159 + Penalty 6129.265099 = -37184534.243059
  nChanged 206
		SP:Iteration 102Q (87515.290000 sec): 3 clusters
  Score: Raw -37190680.158929 + Penalty 6129.265099 = -37184550.893829
  nChanged 195
		SP:Iteration 103Q (87517.040000 sec): 3 clusters
  Score: Raw -37190696.195917 + Penalty 6129.265099 = -37184566.930817
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		SP:Iteration 104Q (87518.920000 sec): 3 clusters
  Score: Raw -37190711.366383 + Penalty 6129.265099 = -37184582.101283
  nChanged 172
		SP:Iteration 105Q (87520.790000 sec): 3 clusters
  Score: Raw -37190725.352796 + Penalty 6129.265099 = -37184596.087696
  nChanged 178
		SP:Iteration 106Q (87522.750000 sec): 3 clusters
  Score: Raw -37190739.218918 + Penalty 6129.265099 = -37184609.953819
  nChanged 164
		SP:Iteration 107Q (87524.740000 sec): 3 clusters
  Score: Raw -37190752.564306 + Penalty 6129.265099 = -37184623.299206
  nChanged 178
		SP:Iteration 108Q (87526.610000 sec): 3 clusters
  Score: Raw -37190767.274066 + Penalty 6129.265099 = -37184638.008967
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		SP:Iteration 109Q (87528.460000 sec): 3 clusters
  Score: Raw -37190782.940607 + Penalty 6129.265099 = -37184653.675507
  nChanged 171
		SP:Iteration 110Q (87530.280000 sec): 3 clusters
  Score: Raw -37190797.840255 + Penalty 6129.265099 = -37184668.575155
  nChanged 169
		SP:Iteration 111Q (87531.930000 sec): 3 clusters
  Score: Raw -37190811.656501 + Penalty 6129.265099 = -37184682.391402
  nChanged 165
		SP:Iteration 112Q (87533.640000 sec): 3 clusters
  Score: Raw -37190825.828806 + Penalty 6129.265099 = -37184696.563706
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		SP:Iteration 113Q (87535.460000 sec): 3 clusters
  Score: Raw -37190840.058208 + Penalty 6129.265099 = -37184710.793108
  nChanged 155
		SP:Iteration 114Q (87537.280000 sec): 3 clusters
  Score: Raw -37190853.104301 + Penalty 6129.265099 = -37184723.839201
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		SP:Iteration 115Q (87539.080000 sec): 3 clusters
  Score: Raw -37190866.087947 + Penalty 6129.265099 = -37184736.822848
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		SP:Iteration 116Q (87540.950000 sec): 3 clusters
  Score: Raw -37190882.631498 + Penalty 6129.265099 = -37184753.366398
  nChanged 171
		SP:Iteration 117Q (87542.740000 sec): 3 clusters
  Score: Raw -37190897.255428 + Penalty 6129.265099 = -37184767.990329
  nChanged 153
		SP:Iteration 118Q (87544.500000 sec): 3 clusters
  Score: Raw -37190911.880064 + Penalty 6129.265099 = -37184782.614965
  nChanged 176
		SP:Iteration 119Q (87546.300000 sec): 3 clusters
  Score: Raw -37190929.149051 + Penalty 6129.265099 = -37184799.883952
  nChanged 172
		SP:Iteration 120F (87548.040000 sec): 3 clusters
  Score: Raw -37190945.654392 + Penalty 6129.265099 = -37184816.389292
  nChanged 174
		SP:Iteration 121Q (87549.800000 sec): 3 clusters
  Score: Raw -37190963.321380 + Penalty 6129.265099 = -37184834.056280
  nChanged 175
		SP:Iteration 122Q (87551.590000 sec): 3 clusters
  Score: Raw -37190981.652469 + Penalty 6129.265099 = -37184852.387370
  nChanged 180
		SP:Iteration 123Q (87553.270000 sec): 3 clusters
  Score: Raw -37191000.993386 + Penalty 6129.265099 = -37184871.728286
  nChanged 200
		SP:Iteration 124Q (87555.030000 sec): 3 clusters
  Score: Raw -37191023.634566 + Penalty 6129.265099 = -37184894.369467
  nChanged 211
		SP:Iteration 125Q (87556.690000 sec): 3 clusters
  Score: Raw -37191045.902032 + Penalty 6129.265099 = -37184916.636932
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		SP:Iteration 126Q (87558.530000 sec): 3 clusters
  Score: Raw -37191063.753318 + Penalty 6129.265099 = -37184934.488218
  nChanged 169
		SP:Iteration 127Q (87560.370000 sec): 3 clusters
  Score: Raw -37191083.186018 + Penalty 6129.265099 = -37184953.920918
  nChanged 181
		SP:Iteration 128Q (87562.240000 sec): 3 clusters
  Score: Raw -37191100.700617 + Penalty 6129.265099 = -37184971.435518
  nChanged 157
		SP:Iteration 129Q (87564.130000 sec): 3 clusters
  Score: Raw -37191116.805021 + Penalty 6129.265099 = -37184987.539921
  nChanged 147
		SP:Iteration 130Q (87565.990000 sec): 3 clusters
  Score: Raw -37191131.374561 + Penalty 6129.265099 = -37185002.109462
  nChanged 130
		SP:Iteration 131Q (87567.890000 sec): 3 clusters
  Score: Raw -37191143.944136 + Penalty 6129.265099 = -37185014.679037
  nChanged 122
		SP:Iteration 132Q (87569.840000 sec): 3 clusters
  Score: Raw -37191156.291659 + Penalty 6129.265099 = -37185027.026560
  nChanged 120
		SP:Iteration 133Q (87571.630000 sec): 3 clusters
  Score: Raw -37191167.116991 + Penalty 6129.265099 = -37185037.851891
  nChanged 93
		SP:Iteration 134Q (87573.580000 sec): 3 clusters
  Score: Raw -37191176.794276 + Penalty 6129.265099 = -37185047.529177
  nChanged 118
		SP:Iteration 135Q (87575.370000 sec): 3 clusters
  Score: Raw -37191187.824124 + Penalty 6129.265099 = -37185058.559024
  nChanged 115
		SP:Iteration 136Q (87577.270000 sec): 3 clusters
  Score: Raw -37191199.993361 + Penalty 6129.265099 = -37185070.728261
  nChanged 119
		SP:Iteration 137Q (87579.090000 sec): 3 clusters
  Score: Raw -37191211.969357 + Penalty 6129.265099 = -37185082.704257
  nChanged 112
		SP:Iteration 138Q (87581.030000 sec): 3 clusters
  Score: Raw -37191223.101988 + Penalty 6129.265099 = -37185093.836888
  nChanged 101
		SP:Iteration 139Q (87582.880000 sec): 3 clusters
  Score: Raw -37191233.176562 + Penalty 6129.265099 = -37185103.911463
  nChanged 108
		SP:Iteration 140F (87584.700000 sec): 3 clusters
  Score: Raw -37191244.474278 + Penalty 6129.265099 = -37185115.209178
  nChanged 110
		SP:Iteration 141Q (87586.440000 sec): 3 clusters
  Score: Raw -37191255.416657 + Penalty 6129.265099 = -37185126.151557
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		SP:Iteration 142Q (87588.210000 sec): 3 clusters
  Score: Raw -37191264.523554 + Penalty 6129.265099 = -37185135.258454
  nChanged 83
		SP:Iteration 143Q (87590.430000 sec): 3 clusters
  Score: Raw -37191271.969951 + Penalty 6129.265099 = -37185142.704852
  nChanged 78
		SP:Iteration 144Q (87592.660000 sec): 3 clusters
  Score: Raw -37191279.590698 + Penalty 6129.265099 = -37185150.325598
  nChanged 75
		SP:Iteration 145Q (87594.810000 sec): 3 clusters
  Score: Raw -37191285.912544 + Penalty 6129.265099 = -37185156.647445
  nChanged 70
		SP:Iteration 146Q (87596.860000 sec): 3 clusters
  Score: Raw -37191291.667788 + Penalty 6129.265099 = -37185162.402689
  nChanged 67
		SP:Iteration 147Q (87599.070000 sec): 3 clusters
  Score: Raw -37191297.463911 + Penalty 6129.265099 = -37185168.198811
  nChanged 63
		SP:Iteration 148Q (87601.320000 sec): 3 clusters
  Score: Raw -37191302.892340 + Penalty 6129.265099 = -37185173.627241
  nChanged 61
		SP:Iteration 149Q (87602.990000 sec): 3 clusters
  Score: Raw -37191307.637903 + Penalty 6129.265099 = -37185178.372804
  nChanged 48
		SP:Iteration 150Q (87604.810000 sec): 3 clusters
  Score: Raw -37191310.942176 + Penalty 6129.265099 = -37185181.677077
  nChanged 45
		SP:Iteration 151Q (87606.560000 sec): 3 clusters
  Score: Raw -37191313.914563 + Penalty 6129.265099 = -37185184.649463
  nChanged 43
		SP:Iteration 152Q (87608.280000 sec): 3 clusters
  Score: Raw -37191317.440158 + Penalty 6129.265099 = -37185188.175059
  nChanged 43
		SP:Iteration 153Q (87610.030000 sec): 3 clusters
  Score: Raw -37191320.855009 + Penalty 6129.265099 = -37185191.589910
  nChanged 48
		SP:Iteration 154Q (87611.830000 sec): 3 clusters
  Score: Raw -37191324.970425 + Penalty 6129.265099 = -37185195.705325
  nChanged 58
		SP:Iteration 155Q (87613.620000 sec): 3 clusters
  Score: Raw -37191330.282419 + Penalty 6129.265099 = -37185201.017319
  nChanged 56
		SP:Iteration 156Q (87615.350000 sec): 3 clusters
  Score: Raw -37191334.221949 + Penalty 6129.265099 = -37185204.956850
  nChanged 37
		SP:Iteration 157Q (87617.080000 sec): 3 clusters
  Score: Raw -37191336.939951 + Penalty 6129.265099 = -37185207.674852
  nChanged 45
		SP:Iteration 158Q (87618.760000 sec): 3 clusters
  Score: Raw -37191340.322140 + Penalty 6129.265099 = -37185211.057041
  nChanged 42
		SP:Iteration 159Q (87620.420000 sec): 3 clusters
  Score: Raw -37191343.458258 + Penalty 6129.265099 = -37185214.193159
  nChanged 37
		SP:Iteration 160F (87622.060000 sec): 3 clusters
  Score: Raw -37191345.900518 + Penalty 6129.265099 = -37185216.635419
  nChanged 25
		SP:Iteration 161Q (87623.680000 sec): 3 clusters
  Score: Raw -37191347.617801 + Penalty 6129.265099 = -37185218.352702
  nChanged 29
		SP:Iteration 162Q (87625.280000 sec): 3 clusters
  Score: Raw -37191349.592357 + Penalty 6129.265099 = -37185220.327258
  nChanged 27
		SP:Iteration 163Q (87627.030000 sec): 3 clusters
  Score: Raw -37191352.142272 + Penalty 6129.265099 = -37185222.877172
  nChanged 32
		SP:Iteration 164Q (87628.770000 sec): 3 clusters
  Score: Raw -37191355.054419 + Penalty 6129.265099 = -37185225.789320
  nChanged 43
		SP:Iteration 165Q (87630.550000 sec): 3 clusters
  Score: Raw -37191358.350761 + Penalty 6129.265099 = -37185229.085662
  nChanged 38
		SP:Iteration 166Q (87632.280000 sec): 3 clusters
  Score: Raw -37191362.007440 + Penalty 6129.265099 = -37185232.742340
  nChanged 44
		SP:Iteration 167Q (87634.120000 sec): 3 clusters
  Score: Raw -37191366.086936 + Penalty 6129.265099 = -37185236.821836
  nChanged 43
		SP:Iteration 168Q (87635.890000 sec): 3 clusters
  Score: Raw -37191369.739138 + Penalty 6129.265099 = -37185240.474038
  nChanged 44
		SP:Iteration 169Q (87637.730000 sec): 3 clusters
  Score: Raw -37191373.493552 + Penalty 6129.265099 = -37185244.228453
  nChanged 45
		SP:Iteration 170Q (87639.410000 sec): 3 clusters
  Score: Raw -37191377.607488 + Penalty 6129.265099 = -37185248.342389
  nChanged 43
		SP:Iteration 171Q (87641.190000 sec): 3 clusters
  Score: Raw -37191381.078455 + Penalty 6129.265099 = -37185251.813356
  nChanged 40
		SP:Iteration 172Q (87642.850000 sec): 3 clusters
  Score: Raw -37191384.626156 + Penalty 6129.265099 = -37185255.361057
  nChanged 33
		SP:Iteration 173Q (87644.590000 sec): 3 clusters
  Score: Raw -37191387.382586 + Penalty 6129.265099 = -37185258.117487
  nChanged 35
		SP:Iteration 174Q (87646.200000 sec): 3 clusters
  Score: Raw -37191390.343614 + Penalty 6129.265099 = -37185261.078515
  nChanged 38
		SP:Iteration 175Q (87648.070000 sec): 3 clusters
  Score: Raw -37191393.453022 + Penalty 6129.265099 = -37185264.187923
  nChanged 34
		SP:Iteration 176Q (87649.730000 sec): 3 clusters
  Score: Raw -37191396.765264 + Penalty 6129.265099 = -37185267.500165
  nChanged 42
		SP:Iteration 177Q (87651.470000 sec): 3 clusters
  Score: Raw -37191400.931602 + Penalty 6129.265099 = -37185271.666503
  nChanged 44
		SP:Iteration 178Q (87653.160000 sec): 3 clusters
  Score: Raw -37191406.203258 + Penalty 6129.265099 = -37185276.938159
  nChanged 55
		SP:Iteration 179Q (87654.780000 sec): 3 clusters
  Score: Raw -37191412.489919 + Penalty 6129.265099 = -37185283.224820
  nChanged 63
		SP:Iteration 180F (87656.380000 sec): 3 clusters
  Score: Raw -37191419.077067 + Penalty 6129.265099 = -37185289.811968
  nChanged 60
		SP:Iteration 181Q (87657.990000 sec): 3 clusters
  Score: Raw -37191426.402262 + Penalty 6129.265099 = -37185297.137162
  nChanged 71
		SP:Iteration 182Q (87659.600000 sec): 3 clusters
  Score: Raw -37191434.597238 + Penalty 6129.265099 = -37185305.332139
  nChanged 63
		SP:Iteration 183Q (87661.380000 sec): 3 clusters
  Score: Raw -37191440.892525 + Penalty 6129.265099 = -37185311.627426
  nChanged 59
		SP:Iteration 184Q (87662.990000 sec): 3 clusters
  Score: Raw -37191447.502226 + Penalty 6129.265099 = -37185318.237127
  nChanged 72
		SP:Iteration 185Q (87664.590000 sec): 3 clusters
  Score: Raw -37191454.672767 + Penalty 6129.265099 = -37185325.407667
  nChanged 58
		SP:Iteration 186Q (87666.170000 sec): 3 clusters
  Score: Raw -37191462.362115 + Penalty 6129.265099 = -37185333.097015
  nChanged 74
		SP:Iteration 187Q (87667.770000 sec): 3 clusters
  Score: Raw -37191472.403150 + Penalty 6129.265099 = -37185343.138050
  nChanged 82
		SP:Iteration 188Q (87669.460000 sec): 3 clusters
  Score: Raw -37191483.302121 + Penalty 6129.265099 = -37185354.037021
  nChanged 89
		SP:Iteration 189Q (87671.240000 sec): 3 clusters
  Score: Raw -37191493.233646 + Penalty 6129.265099 = -37185363.968547
  nChanged 65
		SP:Iteration 190Q (87673.120000 sec): 3 clusters
  Score: Raw -37191500.345117 + Penalty 6129.265099 = -37185371.080018
  nChanged 57
		SP:Iteration 191Q (87674.840000 sec): 3 clusters
  Score: Raw -37191507.288579 + Penalty 6129.265099 = -37185378.023480
  nChanged 52
		SP:Iteration 192Q (87677.020000 sec): 3 clusters
  Score: Raw -37191512.933561 + Penalty 6129.265099 = -37185383.668462
  nChanged 64
		SP:Iteration 193Q (87679.150000 sec): 3 clusters
  Score: Raw -37191520.496317 + Penalty 6129.265099 = -37185391.231217
  nChanged 77
		SP:Iteration 194Q (87681.260000 sec): 3 clusters
  Score: Raw -37191530.101799 + Penalty 6129.265099 = -37185400.836700
  nChanged 69
		SP:Iteration 195Q (87683.400000 sec): 3 clusters
  Score: Raw -37191537.568595 + Penalty 6129.265099 = -37185408.303496
  nChanged 61
		SP:Iteration 196Q (87685.490000 sec): 3 clusters
  Score: Raw -37191543.412319 + Penalty 6129.265099 = -37185414.147220
  nChanged 51
		SP:Iteration 197Q (87687.610000 sec): 3 clusters
  Score: Raw -37191549.782101 + Penalty 6129.265099 = -37185420.517002
  nChanged 62
		SP:Iteration 198Q (87689.360000 sec): 3 clusters
  Score: Raw -37191557.321337 + Penalty 6129.265099 = -37185428.056237
  nChanged 64
		SP:Iteration 199Q (87691.110000 sec): 3 clusters
  Score: Raw -37191568.533592 + Penalty 6129.265099 = -37185439.268492
  nChanged 67
		SP:Iteration 200F (87692.790000 sec): 3 clusters
  Score: Raw -37191578.070181 + Penalty 6129.265099 = -37185448.805081
  nChanged 69
		SP:Iteration 201Q (87694.430000 sec): 3 clusters
  Score: Raw -37191588.574821 + Penalty 6129.265099 = -37185459.309722
  nChanged 75
		SP:Iteration 202Q (87696.150000 sec): 3 clusters
  Score: Raw -37191600.868683 + Penalty 6129.265099 = -37185471.603584
  nChanged 75
		SP:Iteration 203Q (87697.880000 sec): 3 clusters
  Score: Raw -37191613.153024 + Penalty 6129.265099 = -37185483.887925
  nChanged 93
		SP:Iteration 204Q (87699.830000 sec): 3 clusters
  Score: Raw -37191629.473307 + Penalty 6129.265099 = -37185500.208208
  nChanged 99
		SP:Iteration 205Q (87701.660000 sec): 3 clusters
  Score: Raw -37191649.829506 + Penalty 6129.265099 = -37185520.564407
  nChanged 97
		SP:Iteration 206Q (87703.490000 sec): 3 clusters
  Score: Raw -37191665.791844 + Penalty 6129.265099 = -37185536.526745
  nChanged 93
		SP:Iteration 207Q (87705.360000 sec): 3 clusters
  Score: Raw -37191680.311511 + Penalty 6129.265099 = -37185551.046411
  nChanged 75
		SP:Iteration 208Q (87707.100000 sec): 3 clusters
  Score: Raw -37191692.724674 + Penalty 6129.265099 = -37185563.459574
  nChanged 74
		SP:Iteration 209Q (87708.890000 sec): 3 clusters
  Score: Raw -37191705.840706 + Penalty 6129.265099 = -37185576.575607
  nChanged 73
		SP:Iteration 210Q (87710.720000 sec): 3 clusters
  Score: Raw -37191717.735011 + Penalty 6129.265099 = -37185588.469912
  nChanged 79
		SP:Iteration 211Q (87712.470000 sec): 3 clusters
  Score: Raw -37191730.115978 + Penalty 6129.265099 = -37185600.850878
  nChanged 73
		SP:Iteration 212Q (87714.340000 sec): 3 clusters
  Score: Raw -37191743.213244 + Penalty 6129.265099 = -37185613.948144
  nChanged 77
		SP:Iteration 213Q (87716.010000 sec): 3 clusters
  Score: Raw -37191756.733280 + Penalty 6129.265099 = -37185627.468180
  nChanged 83
		SP:Iteration 214Q (87717.730000 sec): 3 clusters
  Score: Raw -37191771.697440 + Penalty 6129.265099 = -37185642.432341
  nChanged 89
		SP:Iteration 215Q (87719.400000 sec): 3 clusters
  Score: Raw -37191786.369844 + Penalty 6129.265099 = -37185657.104744
  nChanged 89
		SP:Iteration 216Q (87721.190000 sec): 3 clusters
  Score: Raw -37191800.246711 + Penalty 6129.265099 = -37185670.981611
  nChanged 82
		SP:Iteration 217Q (87723.170000 sec): 3 clusters
  Score: Raw -37191814.112371 + Penalty 6129.265099 = -37185684.847271
  nChanged 73
		SP:Iteration 218Q (87725.060000 sec): 3 clusters
  Score: Raw -37191826.286549 + Penalty 6129.265099 = -37185697.021450
  nChanged 71
		SP:Iteration 219Q (87726.800000 sec): 3 clusters
  Score: Raw -37191837.109974 + Penalty 6129.265099 = -37185707.844875
  nChanged 65
		SP:Iteration 220F (87728.570000 sec): 3 clusters
  Score: Raw -37191847.446207 + Penalty 6129.265099 = -37185718.181107
  nChanged 62
		SP:Iteration 221Q (87730.370000 sec): 3 clusters
  Score: Raw -37191857.333891 + Penalty 6129.265099 = -37185728.068792
  nChanged 73
		SP:Iteration 222Q (87732.140000 sec): 3 clusters
  Score: Raw -37191868.859154 + Penalty 6129.265099 = -37185739.594054
  nChanged 64
		SP:Iteration 223Q (87734.030000 sec): 3 clusters
  Score: Raw -37191878.101285 + Penalty 6129.265099 = -37185748.836186
  nChanged 64
		SP:Iteration 224Q (87735.890000 sec): 3 clusters
  Score: Raw -37191889.825921 + Penalty 6129.265099 = -37185760.560822
  nChanged 72
		SP:Iteration 225Q (87737.710000 sec): 3 clusters
  Score: Raw -37191900.865347 + Penalty 6129.265099 = -37185771.600248
  nChanged 61
		SP:Iteration 226Q (87739.580000 sec): 3 clusters
  Score: Raw -37191911.093236 + Penalty 6129.265099 = -37185781.828136
  nChanged 67
		SP:Iteration 227Q (87741.470000 sec): 3 clusters
  Score: Raw -37191920.478951 + Penalty 6129.265099 = -37185791.213851
  nChanged 59
		SP:Iteration 228Q (87743.190000 sec): 3 clusters
  Score: Raw -37191929.711979 + Penalty 6129.265099 = -37185800.446880
  nChanged 46
		SP:Iteration 229Q (87744.940000 sec): 3 clusters
  Score: Raw -37191935.724352 + Penalty 6129.265099 = -37185806.459253
  nChanged 37
		SP:Iteration 230Q (87746.650000 sec): 3 clusters
  Score: Raw -37191940.311667 + Penalty 6129.265099 = -37185811.046567
  nChanged 27
		SP:Iteration 231Q (87748.390000 sec): 3 clusters
  Score: Raw -37191943.130368 + Penalty 6129.265099 = -37185813.865268
  nChanged 20
		SP:Iteration 232Q (87750.170000 sec): 3 clusters
  Score: Raw -37191945.008363 + Penalty 6129.265099 = -37185815.743264
  nChanged 23
		SP:Iteration 233Q (87751.820000 sec): 3 clusters
  Score: Raw -37191948.832943 + Penalty 6129.265099 = -37185819.567843
  nChanged 33
		SP:Iteration 234Q (87753.430000 sec): 3 clusters
  Score: Raw -37191953.118610 + Penalty 6129.265099 = -37185823.853511
  nChanged 29
		SP:Iteration 235Q (87755.100000 sec): 3 clusters
  Score: Raw -37191956.761300 + Penalty 6129.265099 = -37185827.496200
  nChanged 28
		SP:Iteration 236Q (87756.690000 sec): 3 clusters
  Score: Raw -37191960.448798 + Penalty 6129.265099 = -37185831.183699
  nChanged 26
		SP:Iteration 237Q (87758.430000 sec): 3 clusters
  Score: Raw -37191963.792690 + Penalty 6129.265099 = -37185834.527590
  nChanged 23
		SP:Iteration 238Q (87760.070000 sec): 3 clusters
  Score: Raw -37191967.442217 + Penalty 6129.265099 = -37185838.177118
  nChanged 23
		SP:Iteration 239Q (87761.650000 sec): 3 clusters
  Score: Raw -37191970.194010 + Penalty 6129.265099 = -37185840.928910
  nChanged 28
		SP:Iteration 240F (87763.760000 sec): 3 clusters
  Score: Raw -37191974.024648 + Penalty 6129.265099 = -37185844.759549
  nChanged 24
		SP:Iteration 241Q (87765.910000 sec): 3 clusters
  Score: Raw -37191977.130042 + Penalty 6129.265099 = -37185847.864943
  nChanged 20
		SP:Iteration 242Q (87768.080000 sec): 3 clusters
  Score: Raw -37191979.703132 + Penalty 6129.265099 = -37185850.438033
  nChanged 20
		SP:Iteration 243Q (87770.210000 sec): 3 clusters
  Score: Raw -37191981.626200 + Penalty 6129.265099 = -37185852.361101
  nChanged 14
		SP:Iteration 244Q (87772.370000 sec): 3 clusters
  Score: Raw -37191983.011279 + Penalty 6129.265099 = -37185853.746179
  nChanged 12
		SP:Iteration 245Q (87774.530000 sec): 3 clusters
  Score: Raw -37191984.169519 + Penalty 6129.265099 = -37185854.904420
  nChanged 14
		SP:Iteration 246Q (87776.240000 sec): 3 clusters
  Score: Raw -37191985.792186 + Penalty 6129.265099 = -37185856.527086
  nChanged 14
		SP:Iteration 247Q (87778.020000 sec): 3 clusters
  Score: Raw -37191987.424514 + Penalty 6129.265099 = -37185858.159415
  nChanged 14
		SP:Iteration 248Q (87779.700000 sec): 3 clusters
  Score: Raw -37191989.072508 + Penalty 6129.265099 = -37185859.807409
  nChanged 15
		SP:Iteration 249Q (87781.490000 sec): 3 clusters
  Score: Raw -37191990.529803 + Penalty 6129.265099 = -37185861.264704
  nChanged 13
		SP:Iteration 250Q (87783.380000 sec): 3 clusters
  Score: Raw -37191992.258427 + Penalty 6129.265099 = -37185862.993328
  nChanged 18
		SP:Iteration 251Q (87785.190000 sec): 3 clusters
  Score: Raw -37191994.523132 + Penalty 6129.265099 = -37185865.258033
  nChanged 13
		SP:Iteration 252Q (87787.140000 sec): 3 clusters
  Score: Raw -37191995.974690 + Penalty 6129.265099 = -37185866.709591
  nChanged 12
		SP:Iteration 253Q (87788.980000 sec): 3 clusters
  Score: Raw -37191997.207792 + Penalty 6129.265099 = -37185867.942692
  nChanged 11
		SP:Iteration 254Q (87790.690000 sec): 3 clusters
  Score: Raw -37191998.327343 + Penalty 6129.265099 = -37185869.062244
  nChanged 12
		SP:Iteration 255Q (87792.270000 sec): 3 clusters
  Score: Raw -37191999.578708 + Penalty 6129.265099 = -37185870.313608
  nChanged 11
		SP:Iteration 256Q (87794.020000 sec): 3 clusters
  Score: Raw -37192000.794191 + Penalty 6129.265099 = -37185871.529091
  nChanged 14
		SP:Iteration 257Q (87795.900000 sec): 3 clusters
  Score: Raw -37192002.904849 + Penalty 6129.265099 = -37185873.639750
  nChanged 31
		SP:Iteration 258Q (87797.700000 sec): 3 clusters
  Score: Raw -37192007.039525 + Penalty 6129.265099 = -37185877.774425
  nChanged 26
		SP:Iteration 259Q (87799.510000 sec): 3 clusters
  Score: Raw -37192010.157414 + Penalty 6129.265099 = -37185880.892314
  nChanged 29
		SP:Iteration 260F (87801.400000 sec): 3 clusters
  Score: Raw -37192013.521624 + Penalty 6129.265099 = -37185884.256524
  nChanged 27
		SP:Iteration 261Q (87803.270000 sec): 3 clusters
  Score: Raw -37192016.727684 + Penalty 6129.265099 = -37185887.462585
  nChanged 20
		SP:Iteration 262Q (87805.050000 sec): 3 clusters
  Score: Raw -37192019.688380 + Penalty 6129.265099 = -37185890.423280
  nChanged 18
		SP:Iteration 263Q (87806.800000 sec): 3 clusters
  Score: Raw -37192021.887989 + Penalty 6129.265099 = -37185892.622890
  nChanged 11
		SP:Iteration 264Q (87808.570000 sec): 3 clusters
  Score: Raw -37192022.946080 + Penalty 6129.265099 = -37185893.680980
  nChanged 11
		SP:Iteration 265Q (87810.260000 sec): 3 clusters
  Score: Raw -37192023.852837 + Penalty 6129.265099 = -37185894.587737
  nChanged 10
		SP:Iteration 266Q (87812.040000 sec): 3 clusters
  Score: Raw -37192024.745471 + Penalty 6129.265099 = -37185895.480371
  nChanged 10
		SP:Iteration 267Q (87813.680000 sec): 3 clusters
  Score: Raw -37192025.921584 + Penalty 6129.265099 = -37185896.656484
  nChanged 16
		SP:Iteration 268Q (87815.520000 sec): 3 clusters
  Score: Raw -37192027.689710 + Penalty 6129.265099 = -37185898.424610
  nChanged 16
		SP:Iteration 269Q (87817.290000 sec): 3 clusters
  Score: Raw -37192029.328360 + Penalty 6129.265099 = -37185900.063260
  nChanged 16
		SP:Iteration 270Q (87818.960000 sec): 3 clusters
  Score: Raw -37192031.630111 + Penalty 6129.265099 = -37185902.365011
  nChanged 24
		SP:Iteration 271Q (87820.690000 sec): 3 clusters
  Score: Raw -37192034.082343 + Penalty 6129.265099 = -37185904.817243
  nChanged 23
		SP:Iteration 272Q (87822.500000 sec): 3 clusters
  Score: Raw -37192037.030092 + Penalty 6129.265099 = -37185907.764993
  nChanged 33
		SP:Iteration 273Q (87824.290000 sec): 3 clusters
  Score: Raw -37192042.659896 + Penalty 6129.265099 = -37185913.394797
  nChanged 26
		SP:Iteration 274Q (87826.010000 sec): 3 clusters
  Score: Raw -37192046.011785 + Penalty 6129.265099 = -37185916.746685
  nChanged 24
		SP:Iteration 275Q (87827.730000 sec): 3 clusters
  Score: Raw -37192048.711085 + Penalty 6129.265099 = -37185919.445985
  nChanged 21
		SP:Iteration 276Q (87829.590000 sec): 3 clusters
  Score: Raw -37192051.777156 + Penalty 6129.265099 = -37185922.512057
  nChanged 27
		SP:Iteration 277Q (87831.410000 sec): 3 clusters
  Score: Raw -37192054.942310 + Penalty 6129.265099 = -37185925.677210
  nChanged 19
		SP:Iteration 278Q (87833.150000 sec): 3 clusters
  Score: Raw -37192056.708466 + Penalty 6129.265099 = -37185927.443367
  nChanged 11
		SP:Iteration 279Q (87834.810000 sec): 3 clusters
  Score: Raw -37192058.035827 + Penalty 6129.265099 = -37185928.770728
  nChanged 11
		SP:Iteration 280F (87836.510000 sec): 3 clusters
  Score: Raw -37192059.250656 + Penalty 6129.265099 = -37185929.985557
  nChanged 12
		SP:Iteration 281Q (87838.350000 sec): 3 clusters
  Score: Raw -37192060.711439 + Penalty 6129.265099 = -37185931.446340
  nChanged 13
		SP:Iteration 282Q (87840.060000 sec): 3 clusters
  Score: Raw -37192062.905736 + Penalty 6129.265099 = -37185933.640637
  nChanged 25
		SP:Iteration 283Q (87841.840000 sec): 3 clusters
  Score: Raw -37192066.128916 + Penalty 6129.265099 = -37185936.863816
  nChanged 25
		SP:Iteration 284Q (87843.570000 sec): 3 clusters
  Score: Raw -37192069.228552 + Penalty 6129.265099 = -37185939.963452
  nChanged 21
		SP:Iteration 285Q (87845.190000 sec): 3 clusters
  Score: Raw -37192071.713730 + Penalty 6129.265099 = -37185942.448631
  nChanged 21
		SP:Iteration 286Q (87846.910000 sec): 3 clusters
  Score: Raw -37192073.678564 + Penalty 6129.265099 = -37185944.413465
  nChanged 11
		SP:Iteration 287Q (87848.690000 sec): 3 clusters
  Score: Raw -37192075.385801 + Penalty 6129.265099 = -37185946.120701
  nChanged 16
		SP:Iteration 288Q (87850.360000 sec): 3 clusters
  Score: Raw -37192077.241611 + Penalty 6129.265099 = -37185947.976511
  nChanged 16
		SP:Iteration 289Q (87852.580000 sec): 3 clusters
  Score: Raw -37192079.379103 + Penalty 6129.265099 = -37185950.114003
  nChanged 21
		SP:Iteration 290Q (87854.780000 sec): 3 clusters
  Score: Raw -37192082.188916 + Penalty 6129.265099 = -37185952.923816
  nChanged 23
		SP:Iteration 291Q (87856.900000 sec): 3 clusters
  Score: Raw -37192085.186420 + Penalty 6129.265099 = -37185955.921321
  nChanged 24
		SP:Iteration 292Q (87859.070000 sec): 3 clusters
  Score: Raw -37192087.578676 + Penalty 6129.265099 = -37185958.313576
  nChanged 15
		SP:Iteration 293Q (87861.190000 sec): 3 clusters
  Score: Raw -37192089.617289 + Penalty 6129.265099 = -37185960.352190
  nChanged 25
		SP:Iteration 294Q (87863.370000 sec): 3 clusters
  Score: Raw -37192092.552438 + Penalty 6129.265099 = -37185963.287339
  nChanged 24
		SP:Iteration 295Q (87864.980000 sec): 3 clusters
  Score: Raw -37192095.883142 + Penalty 6129.265099 = -37185966.618042
  nChanged 27
		SP:Iteration 296Q (87866.610000 sec): 3 clusters
  Score: Raw -37192099.152097 + Penalty 6129.265099 = -37185969.886997
  nChanged 23
		SP:Iteration 297Q (87868.210000 sec): 3 clusters
  Score: Raw -37192102.052004 + Penalty 6129.265099 = -37185972.786904
  nChanged 23
		SP:Iteration 298Q (87869.950000 sec): 3 clusters
  Score: Raw -37192104.797824 + Penalty 6129.265099 = -37185975.532724
  nChanged 34
		SP:Iteration 299Q (87871.690000 sec): 3 clusters
  Score: Raw -37192108.572962 + Penalty 6129.265099 = -37185979.307863
  nChanged 28
		SP:Iteration 300F (87873.410000 sec): 3 clusters
  Score: Raw -37192111.750105 + Penalty 6129.265099 = -37185982.485005
  nChanged 26
		SP:Iteration 301Q (87875.200000 sec): 3 clusters
  Score: Raw -37192114.582478 + Penalty 6129.265099 = -37185985.317378
  nChanged 26
		SP:Iteration 302Q (87876.910000 sec): 3 clusters
  Score: Raw -37192117.280796 + Penalty 6129.265099 = -37185988.015696
  nChanged 23
		SP:Iteration 303Q (87878.490000 sec): 3 clusters
  Score: Raw -37192119.743563 + Penalty 6129.265099 = -37185990.478464
  nChanged 25
		SP:Iteration 304Q (87880.130000 sec): 3 clusters
  Score: Raw -37192122.379479 + Penalty 6129.265099 = -37185993.114380
  nChanged 24
		SP:Iteration 305Q (87881.710000 sec): 3 clusters
  Score: Raw -37192125.376022 + Penalty 6129.265099 = -37185996.110922
  nChanged 28
		SP:Iteration 306Q (87883.380000 sec): 3 clusters
  Score: Raw -37192129.021594 + Penalty 6129.265099 = -37185999.756495
  nChanged 30
		SP:Iteration 307Q (87885.040000 sec): 3 clusters
  Score: Raw -37192132.833481 + Penalty 6129.265099 = -37186003.568382
  nChanged 30
		SP:Iteration 308Q (87886.650000 sec): 3 clusters
  Score: Raw -37192136.472198 + Penalty 6129.265099 = -37186007.207098
  nChanged 25
		SP:Iteration 309Q (87888.450000 sec): 3 clusters
  Score: Raw -37192139.008633 + Penalty 6129.265099 = -37186009.743534
  nChanged 21
		SP:Iteration 310Q (87890.150000 sec): 3 clusters
  Score: Raw -37192140.907315 + Penalty 6129.265099 = -37186011.642216
  nChanged 16
		SP:Iteration 311Q (87891.810000 sec): 3 clusters
  Score: Raw -37192142.629442 + Penalty 6129.265099 = -37186013.364343
  nChanged 14
		SP:Iteration 312Q (87893.530000 sec): 3 clusters
  Score: Raw -37192144.097833 + Penalty 6129.265099 = -37186014.832734
  nChanged 15
		SP:Iteration 313Q (87895.130000 sec): 3 clusters
  Score: Raw -37192145.910127 + Penalty 6129.265099 = -37186016.645028
  nChanged 20
		SP:Iteration 314Q (87896.860000 sec): 3 clusters
  Score: Raw -37192149.299554 + Penalty 6129.265099 = -37186020.034455
  nChanged 27
		SP:Iteration 315Q (87898.660000 sec): 3 clusters
  Score: Raw -37192153.181854 + Penalty 6129.265099 = -37186023.916755
  nChanged 29
		SP:Iteration 316Q (87900.260000 sec): 3 clusters
  Score: Raw -37192157.919747 + Penalty 6129.265099 = -37186028.654648
  nChanged 41
		SP:Iteration 317Q (87901.970000 sec): 3 clusters
  Score: Raw -37192163.723139 + Penalty 6129.265099 = -37186034.458039
  nChanged 39
		SP:Iteration 318Q (87903.710000 sec): 3 clusters
  Score: Raw -37192169.037664 + Penalty 6129.265099 = -37186039.772564
  nChanged 30
		SP:Iteration 319Q (87905.540000 sec): 3 clusters
  Score: Raw -37192173.230274 + Penalty 6129.265099 = -37186043.965174
  nChanged 32
		SP:Iteration 320F (87907.310000 sec): 3 clusters
  Score: Raw -37192177.960987 + Penalty 6129.265099 = -37186048.695888
  nChanged 28
		SP:Iteration 321Q (87909.000000 sec): 3 clusters
  Score: Raw -37192181.446165 + Penalty 6129.265099 = -37186052.181066
  nChanged 24
		SP:Iteration 322Q (87910.670000 sec): 3 clusters
  Score: Raw -37192184.442929 + Penalty 6129.265099 = -37186055.177830
  nChanged 30
		SP:Iteration 323Q (87912.430000 sec): 3 clusters
  Score: Raw -37192188.110062 + Penalty 6129.265099 = -37186058.844962
  nChanged 23
		SP:Iteration 324Q (87914.100000 sec): 3 clusters
  Score: Raw -37192191.219479 + Penalty 6129.265099 = -37186061.954379
  nChanged 16
		SP:Iteration 325Q (87915.840000 sec): 3 clusters
  Score: Raw -37192193.391501 + Penalty 6129.265099 = -37186064.126402
  nChanged 19
		SP:Iteration 326Q (87917.480000 sec): 3 clusters
  Score: Raw -37192195.796557 + Penalty 6129.265099 = -37186066.531458
  nChanged 18
		SP:Iteration 327Q (87919.160000 sec): 3 clusters
  Score: Raw -37192197.698475 + Penalty 6129.265099 = -37186068.433375
  nChanged 13
		SP:Iteration 328Q (87920.840000 sec): 3 clusters
  Score: Raw -37192199.304348 + Penalty 6129.265099 = -37186070.039248
  nChanged 15
		SP:Iteration 329Q (87922.360000 sec): 3 clusters
  Score: Raw -37192201.083419 + Penalty 6129.265099 = -37186071.818320
  nChanged 17
		SP:Iteration 330Q (87924.040000 sec): 3 clusters
  Score: Raw -37192202.841898 + Penalty 6129.265099 = -37186073.576798
  nChanged 13
		SP:Iteration 331Q (87925.760000 sec): 3 clusters
  Score: Raw -37192204.023338 + Penalty 6129.265099 = -37186074.758238
  nChanged 6
		SP:Iteration 332Q (87927.480000 sec): 3 clusters
  Score: Raw -37192204.690121 + Penalty 6129.265099 = -37186075.425021
  nChanged 6
		SP:Iteration 333Q (87929.200000 sec): 3 clusters
  Score: Raw -37192205.155252 + Penalty 6129.265099 = -37186075.890153
  nChanged 5
		SP:Iteration 334Q (87930.920000 sec): 3 clusters
  Score: Raw -37192205.704649 + Penalty 6129.265099 = -37186076.439550
  nChanged 7
		SP:Iteration 335Q (87932.760000 sec): 3 clusters
  Score: Raw -37192206.587065 + Penalty 6129.265099 = -37186077.321966
  nChanged 8
		SP:Iteration 336Q (87934.460000 sec): 3 clusters
  Score: Raw -37192207.354970 + Penalty 6129.265099 = -37186078.089871
  nChanged 5
		SP:Iteration 337Q (87936.210000 sec): 3 clusters
  Score: Raw -37192207.837979 + Penalty 6129.265099 = -37186078.572880
  nChanged 7
		SP:Iteration 338Q (87938.510000 sec): 3 clusters
  Score: Raw -37192208.454197 + Penalty 6129.265099 = -37186079.189098
  nChanged 7
		SP:Iteration 339Q (87940.710000 sec): 3 clusters
  Score: Raw -37192209.159737 + Penalty 6129.265099 = -37186079.894637
  nChanged 9
		SP:Iteration 340F (87942.790000 sec): 3 clusters
  Score: Raw -37192210.105967 + Penalty 6129.265099 = -37186080.840868
  nChanged 8
		SP:Iteration 341Q (87944.940000 sec): 3 clusters
  Score: Raw -37192211.012486 + Penalty 6129.265099 = -37186081.747387
  nChanged 11
		SP:Iteration 342Q (87947.070000 sec): 3 clusters
  Score: Raw -37192212.520129 + Penalty 6129.265099 = -37186083.255030
  nChanged 15
		SP:Iteration 343Q (87949.190000 sec): 3 clusters
  Score: Raw -37192214.208850 + Penalty 6129.265099 = -37186084.943751
  nChanged 13
		SP:Iteration 344Q (87950.820000 sec): 3 clusters
  Score: Raw -37192216.083901 + Penalty 6129.265099 = -37186086.818802
  nChanged 16
		SP:Iteration 345Q (87952.600000 sec): 3 clusters
  Score: Raw -37192218.196338 + Penalty 6129.265099 = -37186088.931239
  nChanged 13
		SP:Iteration 346Q (87954.270000 sec): 3 clusters
  Score: Raw -37192220.250706 + Penalty 6129.265099 = -37186090.985606
  nChanged 20
		SP:Iteration 347Q (87956.000000 sec): 3 clusters
  Score: Raw -37192222.795334 + Penalty 6129.265099 = -37186093.530235
  nChanged 22
		SP:Iteration 348Q (87957.790000 sec): 3 clusters
  Score: Raw -37192225.732190 + Penalty 6129.265099 = -37186096.467091
  nChanged 12
		SP:Iteration 349Q (87959.440000 sec): 3 clusters
  Score: Raw -37192227.309249 + Penalty 6129.265099 = -37186098.044150
  nChanged 11
		SP:Iteration 350Q (87961.110000 sec): 3 clusters
  Score: Raw -37192228.887371 + Penalty 6129.265099 = -37186099.622272
  nChanged 8
		SP:Iteration 351Q (87962.730000 sec): 3 clusters
  Score: Raw -37192229.680783 + Penalty 6129.265099 = -37186100.415683
  nChanged 9
		SP:Iteration 352Q (87964.420000 sec): 3 clusters
  Score: Raw -37192230.627272 + Penalty 6129.265099 = -37186101.362172
  nChanged 8
		SP:Iteration 353Q (87966.100000 sec): 3 clusters
  Score: Raw -37192231.392048 + Penalty 6129.265099 = -37186102.126949
  nChanged 11
		SP:Iteration 354Q (87967.890000 sec): 3 clusters
  Score: Raw -37192232.975380 + Penalty 6129.265099 = -37186103.710280
  nChanged 14
		SP:Iteration 355Q (87969.530000 sec): 3 clusters
  Score: Raw -37192234.978491 + Penalty 6129.265099 = -37186105.713392
  nChanged 17
		SP:Iteration 356Q (87971.260000 sec): 3 clusters
  Score: Raw -37192236.980742 + Penalty 6129.265099 = -37186107.715643
  nChanged 16
		SP:Iteration 357Q (87973.060000 sec): 3 clusters
  Score: Raw -37192239.185540 + Penalty 6129.265099 = -37186109.920440
  nChanged 15
		SP:Iteration 358Q (87974.750000 sec): 3 clusters
  Score: Raw -37192241.156630 + Penalty 6129.265099 = -37186111.891531
  nChanged 18
		SP:Iteration 359Q (87976.450000 sec): 3 clusters
  Score: Raw -37192243.504575 + Penalty 6129.265099 = -37186114.239475
  nChanged 15
		SP:Iteration 360F (87978.220000 sec): 3 clusters
  Score: Raw -37192245.519384 + Penalty 6129.265099 = -37186116.254284
  nChanged 15
		SP:Iteration 361Q (87979.910000 sec): 3 clusters
  Score: Raw -37192247.491465 + Penalty 6129.265099 = -37186118.226365
  nChanged 16
		SP:Iteration 362Q (87981.700000 sec): 3 clusters
  Score: Raw -37192248.874346 + Penalty 6129.265099 = -37186119.609246
  nChanged 8
		SP:Iteration 363Q (87983.530000 sec): 3 clusters
  Score: Raw -37192249.710399 + Penalty 6129.265099 = -37186120.445300
  nChanged 7
		SP:Iteration 364Q (87985.230000 sec): 3 clusters
  Score: Raw -37192250.377453 + Penalty 6129.265099 = -37186121.112354
  nChanged 6
		SP:Iteration 365Q (87987.080000 sec): 3 clusters
  Score: Raw -37192250.960365 + Penalty 6129.265099 = -37186121.695265
  nChanged 6
		SP:Iteration 366Q (87988.850000 sec): 3 clusters
  Score: Raw -37192251.505220 + Penalty 6129.265099 = -37186122.240120
  nChanged 6
		SP:Iteration 367Q (87990.580000 sec): 3 clusters
  Score: Raw -37192252.083842 + Penalty 6129.265099 = -37186122.818743
  nChanged 4
		SP:Iteration 368Q (87992.560000 sec): 3 clusters
  Score: Raw -37192252.331296 + Penalty 6129.265099 = -37186123.066196
  nChanged 2
		SP:Iteration 369Q (87994.360000 sec): 3 clusters
  Score: Raw -37192252.527186 + Penalty 6129.265099 = -37186123.262086
  nChanged 1
		SP:Iteration 370Q (87996.030000 sec): 3 clusters
  Score: Raw -37192252.598274 + Penalty 6129.265099 = -37186123.333175
  nChanged 0
		SP:Iteration 371F (87997.700000 sec): 3 clusters
  Score: Raw -37192252.598274 + Penalty 6129.265099 = -37186123.333175
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (9871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87997.950000 sec): 2 clusters
  Score: Raw -1511920.554499 + Penalty 2280.944398 = -1509639.610101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87998.180000 sec): 3 clusters
  Score: Raw -1506658.921194 + Penalty 4561.888796 = -1502097.032398
  nChanged 4084
		SP:Iteration 1F (87998.420000 sec): 3 clusters
  Score: Raw -1508868.643905 + Penalty 4561.888796 = -1504306.755109
  nChanged 630
		SP:Iteration 2F (87998.650000 sec): 3 clusters
  Score: Raw -1509184.814375 + Penalty 4561.888796 = -1504622.925579
  nChanged 514
		SP:Iteration 3F (87998.870000 sec): 3 clusters
  Score: Raw -1509436.473783 + Penalty 4561.888796 = -1504874.584987
  nChanged 445
		SP:Iteration 4Q (87999.130000 sec): 3 clusters
  Score: Raw -1509651.390110 + Penalty 4561.888796 = -1505089.501314
  nChanged 417
		SP:Iteration 5Q (87999.400000 sec): 3 clusters
  Score: Raw -1509865.742793 + Penalty 4561.888796 = -1505303.853997
  nChanged 401
		SP:Iteration 6Q (87999.580000 sec): 3 clusters
  Score: Raw -1510066.263955 + Penalty 4561.888796 = -1505504.375159
  nChanged 383
		SP:Iteration 7Q (87999.850000 sec): 3 clusters
  Score: Raw -1510266.252694 + Penalty 4561.888796 = -1505704.363897
  nChanged 366
		SP:Iteration 8Q (88000.050000 sec): 3 clusters
  Score: Raw -1510467.835099 + Penalty 4561.888796 = -1505905.946302
  nChanged 352
		SP:Iteration 9Q (88000.270000 sec): 3 clusters
  Score: Raw -1510673.726986 + Penalty 4561.888796 = -1506111.838189
  nChanged 367
		SP:Iteration 10Q (88000.420000 sec): 3 clusters
  Score: Raw -1510907.801515 + Penalty 4561.888796 = -1506345.912719
  nChanged 376
		SP:Iteration 11Q (88000.700000 sec): 3 clusters
  Score: Raw -1511164.943783 + Penalty 4561.888796 = -1506603.054987
  nChanged 383
		SP:Iteration 12Q (88000.930000 sec): 3 clusters
  Score: Raw -1511422.953769 + Penalty 4561.888796 = -1506861.064972
  nChanged 328
		SP:Iteration 13Q (88001.170000 sec): 3 clusters
  Score: Raw -1511663.806050 + Penalty 4561.888796 = -1507101.917253
  nChanged 294
		SP:Iteration 14Q (88001.360000 sec): 3 clusters
  Score: Raw -1511907.255801 + Penalty 4561.888796 = -1507345.367005
  nChanged 233
		SP:Iteration 15Q (88001.550000 sec): 3 clusters
  Score: Raw -1512175.320861 + Penalty 4561.888796 = -1507613.432064
  nChanged 210
		SP:Iteration 16Q (88001.770000 sec): 3 clusters
  Score: Raw -1512430.746161 + Penalty 4561.888796 = -1507868.857365
  nChanged 189
		SP:Iteration 17Q (88001.980000 sec): 3 clusters
  Score: Raw -1512703.923881 + Penalty 4561.888796 = -1508142.035085
  nChanged 148
		SP:Iteration 18Q (88002.270000 sec): 3 clusters
  Score: Raw -1512903.581754 + Penalty 4561.888796 = -1508341.692958
  nChanged 130
		SP:Iteration 19Q (88002.460000 sec): 3 clusters
  Score: Raw -1513069.298005 + Penalty 4561.888796 = -1508507.409209
  nChanged 100
		SP:Iteration 20F (88002.690000 sec): 3 clusters
  Score: Raw -1513153.165588 + Penalty 4561.888796 = -1508591.276791
  nChanged 90
		SP:Iteration 21Q (88002.930000 sec): 3 clusters
  Score: Raw -1513220.019672 + Penalty 4561.888796 = -1508658.130876
  nChanged 58
		SP:Iteration 22Q (88003.190000 sec): 3 clusters
  Score: Raw -1513267.515054 + Penalty 4561.888796 = -1508705.626257
  nChanged 44
		SP:Iteration 23Q (88003.380000 sec): 3 clusters
  Score: Raw -1513302.165042 + Penalty 4561.888796 = -1508740.276246
  nChanged 49
		SP:Iteration 24Q (88003.600000 sec): 3 clusters
  Score: Raw -1513364.786613 + Penalty 4561.888796 = -1508802.897816
  nChanged 51
		SP:Iteration 25Q (88003.870000 sec): 3 clusters
  Score: Raw -1513414.392381 + Penalty 4561.888796 = -1508852.503585
  nChanged 33
		SP:Iteration 26Q (88004.060000 sec): 3 clusters
  Score: Raw -1513437.172013 + Penalty 4561.888796 = -1508875.283216
  nChanged 18
		SP:Iteration 27Q (88004.300000 sec): 3 clusters
  Score: Raw -1513446.017447 + Penalty 4561.888796 = -1508884.128651
  nChanged 12
		SP:Iteration 28Q (88004.510000 sec): 3 clusters
  Score: Raw -1513449.665208 + Penalty 4561.888796 = -1508887.776412
  nChanged 10
		SP:Iteration 29Q (88004.720000 sec): 3 clusters
  Score: Raw -1513452.855464 + Penalty 4561.888796 = -1508890.966667
  nChanged 9
		SP:Iteration 30Q (88004.940000 sec): 3 clusters
  Score: Raw -1513454.620743 + Penalty 4561.888796 = -1508892.731946
  nChanged 2
		SP:Iteration 31Q (88005.190000 sec): 3 clusters
  Score: Raw -1513454.971493 + Penalty 4561.888796 = -1508893.082696
  nChanged 2
		SP:Iteration 32Q (88005.470000 sec): 3 clusters
  Score: Raw -1513455.704801 + Penalty 4561.888796 = -1508893.816005
  nChanged 1
		SP:Iteration 33Q (88005.670000 sec): 3 clusters
  Score: Raw -1513456.101563 + Penalty 4561.888796 = -1508894.212766
  nChanged 1
		SP:Iteration 34Q (88005.870000 sec): 3 clusters
  Score: Raw -1513456.166170 + Penalty 4561.888796 = -1508894.277374
  nChanged 1
		SP:Iteration 35Q (88006.130000 sec): 3 clusters
  Score: Raw -1513456.266613 + Penalty 4561.888796 = -1508894.377817
  nChanged 0
		SP:Iteration 36F (88006.440000 sec): 3 clusters
  Score: Raw -1513456.266613 + Penalty 4561.888796 = -1508894.377817
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (16971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88006.640000 sec): 2 clusters
  Score: Raw -2646305.536626 + Penalty 2415.336798 = -2643890.199828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88006.990000 sec): 3 clusters
  Score: Raw -2636682.531374 + Penalty 4830.673597 = -2631851.857777
  nChanged 7355
		SP:Iteration 1F (88007.250000 sec): 3 clusters
  Score: Raw -2640850.093772 + Penalty 4830.673597 = -2636019.420175
  nChanged 1254
		SP:Iteration 2F (88007.580000 sec): 3 clusters
  Score: Raw -2641685.995374 + Penalty 4830.673597 = -2636855.321778
  nChanged 1223
		SP:Iteration 3F (88007.910000 sec): 3 clusters
  Score: Raw -2642777.674671 + Penalty 4830.673597 = -2637947.001074
  nChanged 1356
		SP:Iteration 4F (88008.270000 sec): 3 clusters
  Score: Raw -2644000.720214 + Penalty 4830.673597 = -2639170.046617
  nChanged 1298
		SP:Iteration 5F (88008.550000 sec): 3 clusters
  Score: Raw -2645054.541826 + Penalty 4830.673597 = -2640223.868229
  nChanged 1073
		SP:Iteration 6F (88008.830000 sec): 3 clusters
  Score: Raw -2645809.163366 + Penalty 4830.673597 = -2640978.489769
  nChanged 861
		SP:Iteration 7F (88009.100000 sec): 3 clusters
  Score: Raw -2646274.669277 + Penalty 4830.673597 = -2641443.995681
  nChanged 605
		SP:Iteration 8Q (88009.420000 sec): 3 clusters
  Score: Raw -2646490.964465 + Penalty 4830.673597 = -2641660.290868
  nChanged 379
		SP:Iteration 9Q (88009.730000 sec): 3 clusters
  Score: Raw -2646596.253633 + Penalty 4830.673597 = -2641765.580036
  nChanged 274
		SP:Iteration 10Q (88010.070000 sec): 3 clusters
  Score: Raw -2646652.593910 + Penalty 4830.673597 = -2641821.920313
  nChanged 181
		SP:Iteration 11Q (88010.330000 sec): 3 clusters
  Score: Raw -2646690.497113 + Penalty 4830.673597 = -2641859.823517
  nChanged 149
		SP:Iteration 12Q (88010.640000 sec): 3 clusters
  Score: Raw -2646716.868917 + Penalty 4830.673597 = -2641886.195320
  nChanged 113
		SP:Iteration 13Q (88010.970000 sec): 3 clusters
  Score: Raw -2646734.989329 + Penalty 4830.673597 = -2641904.315733
  nChanged 82
		SP:Iteration 14Q (88011.270000 sec): 3 clusters
  Score: Raw -2646746.466552 + Penalty 4830.673597 = -2641915.792955
  nChanged 63
		SP:Iteration 15Q (88011.620000 sec): 3 clusters
  Score: Raw -2646755.464240 + Penalty 4830.673597 = -2641924.790643
  nChanged 54
		SP:Iteration 16Q (88012.010000 sec): 3 clusters
  Score: Raw -2646761.986864 + Penalty 4830.673597 = -2641931.313267
  nChanged 49
		SP:Iteration 17Q (88012.280000 sec): 3 clusters
  Score: Raw -2646767.352181 + Penalty 4830.673597 = -2641936.678584
  nChanged 46
		SP:Iteration 18Q (88012.650000 sec): 3 clusters
  Score: Raw -2646771.785724 + Penalty 4830.673597 = -2641941.112127
  nChanged 41
		SP:Iteration 19Q (88012.940000 sec): 3 clusters
  Score: Raw -2646774.963005 + Penalty 4830.673597 = -2641944.289408
  nChanged 27
		SP:Iteration 20F (88013.270000 sec): 3 clusters
  Score: Raw -2646777.525175 + Penalty 4830.673597 = -2641946.851578
  nChanged 22
		SP:Iteration 21Q (88013.530000 sec): 3 clusters
  Score: Raw -2646779.797844 + Penalty 4830.673597 = -2641949.124247
  nChanged 21
		SP:Iteration 22Q (88013.800000 sec): 3 clusters
  Score: Raw -2646782.209521 + Penalty 4830.673597 = -2641951.535924
  nChanged 28
		SP:Iteration 23Q (88014.130000 sec): 3 clusters
  Score: Raw -2646784.832172 + Penalty 4830.673597 = -2641954.158575
  nChanged 23
		SP:Iteration 24Q (88014.420000 sec): 3 clusters
  Score: Raw -2646786.816865 + Penalty 4830.673597 = -2641956.143268
  nChanged 19
		SP:Iteration 25Q (88014.690000 sec): 3 clusters
  Score: Raw -2646789.163686 + Penalty 4830.673597 = -2641958.490089
  nChanged 28
		SP:Iteration 26Q (88014.970000 sec): 3 clusters
  Score: Raw -2646792.142679 + Penalty 4830.673597 = -2641961.469082
  nChanged 29
		SP:Iteration 27Q (88015.250000 sec): 3 clusters
  Score: Raw -2646794.874617 + Penalty 4830.673597 = -2641964.201020
  nChanged 25
		SP:Iteration 28Q (88015.580000 sec): 3 clusters
  Score: Raw -2646797.009040 + Penalty 4830.673597 = -2641966.335443
  nChanged 27
		SP:Iteration 29Q (88015.810000 sec): 3 clusters
  Score: Raw -2646799.590436 + Penalty 4830.673597 = -2641968.916839
  nChanged 26
		SP:Iteration 30Q (88016.060000 sec): 3 clusters
  Score: Raw -2646802.129215 + Penalty 4830.673597 = -2641971.455618
  nChanged 23
		SP:Iteration 31Q (88016.340000 sec): 3 clusters
  Score: Raw -2646803.922181 + Penalty 4830.673597 = -2641973.248584
  nChanged 14
		SP:Iteration 32Q (88016.700000 sec): 3 clusters
  Score: Raw -2646804.851846 + Penalty 4830.673597 = -2641974.178249
  nChanged 8
		SP:Iteration 33Q (88016.960000 sec): 3 clusters
  Score: Raw -2646805.348184 + Penalty 4830.673597 = -2641974.674587
  nChanged 4
		SP:Iteration 34Q (88017.210000 sec): 3 clusters
  Score: Raw -2646805.645243 + Penalty 4830.673597 = -2641974.971646
  nChanged 3
		SP:Iteration 35Q (88017.490000 sec): 3 clusters
  Score: Raw -2646805.938532 + Penalty 4830.673597 = -2641975.264935
  nChanged 3
		SP:Iteration 36Q (88017.820000 sec): 3 clusters
  Score: Raw -2646806.198048 + Penalty 4830.673597 = -2641975.524451
  nChanged 4
		SP:Iteration 37Q (88018.050000 sec): 3 clusters
  Score: Raw -2646806.476608 + Penalty 4830.673597 = -2641975.803011
  nChanged 1
		SP:Iteration 38Q (88018.340000 sec): 3 clusters
  Score: Raw -2646806.524426 + Penalty 4830.673597 = -2641975.850829
  nChanged 1
		SP:Iteration 39Q (88018.610000 sec): 3 clusters
  Score: Raw -2646806.664900 + Penalty 4830.673597 = -2641975.991304
  nChanged 3
		SP:Iteration 40F (88018.930000 sec): 3 clusters
  Score: Raw -2646806.893031 + Penalty 4830.673597 = -2641976.219434
  nChanged 4
		SP:Iteration 41Q (88019.160000 sec): 3 clusters
  Score: Raw -2646807.141798 + Penalty 4830.673597 = -2641976.468201
  nChanged 2
		SP:Iteration 42Q (88019.470000 sec): 3 clusters
  Score: Raw -2646807.292007 + Penalty 4830.673597 = -2641976.618410
  nChanged 1
		SP:Iteration 43Q (88019.770000 sec): 3 clusters
  Score: Raw -2646807.370319 + Penalty 4830.673597 = -2641976.696722
  nChanged 1
		SP:Iteration 44Q (88020.030000 sec): 3 clusters
  Score: Raw -2646807.477599 + Penalty 4830.673597 = -2641976.804002
  nChanged 0
		SP:Iteration 45F (88020.340000 sec): 3 clusters
  Score: Raw -2646807.477599 + Penalty 4830.673597 = -2641976.804002
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (3961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88020.430000 sec): 2 clusters
  Score: Raw -618912.519555 + Penalty 2054.494446 = -616858.025109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88020.630000 sec): 3 clusters
  Score: Raw -617074.281071 + Penalty 4108.988892 = -612965.292179
  nChanged 1466
		SP:Iteration 1F (88020.780000 sec): 3 clusters
  Score: Raw -617975.740400 + Penalty 4108.988892 = -613866.751509
  nChanged 306
		SP:Iteration 2F (88020.970000 sec): 3 clusters
  Score: Raw -618182.986208 + Penalty 4108.988892 = -614073.997316
  nChanged 206
		SP:Iteration 3F (88021.130000 sec): 3 clusters
  Score: Raw -618322.413038 + Penalty 4108.988892 = -614213.424147
  nChanged 168
		SP:Iteration 4Q (88021.320000 sec): 3 clusters
  Score: Raw -618451.281860 + Penalty 4108.988892 = -614342.292968
  nChanged 175
		SP:Iteration 5Q (88021.490000 sec): 3 clusters
  Score: Raw -618579.736663 + Penalty 4108.988892 = -614470.747772
  nChanged 184
		SP:Iteration 6Q (88021.650000 sec): 3 clusters
  Score: Raw -618764.656795 + Penalty 4108.988892 = -614655.667903
  nChanged 197
		SP:Iteration 7Q (88021.850000 sec): 3 clusters
  Score: Raw -618946.712122 + Penalty 4108.988892 = -614837.723231
  nChanged 191
		SP:Iteration 8Q (88022.010000 sec): 3 clusters
  Score: Raw -619134.322345 + Penalty 4108.988892 = -615025.333453
  nChanged 174
		SP:Iteration 9Q (88022.200000 sec): 3 clusters
  Score: Raw -619300.013808 + Penalty 4108.988892 = -615191.024916
  nChanged 153
		SP:Iteration 10Q (88022.400000 sec): 3 clusters
  Score: Raw -619442.398018 + Penalty 4108.988892 = -615333.409126
  nChanged 147
		SP:Iteration 11Q (88022.560000 sec): 3 clusters
  Score: Raw -619562.348791 + Penalty 4108.988892 = -615453.359899
  nChanged 105
		SP:Iteration 12Q (88022.720000 sec): 3 clusters
  Score: Raw -619637.408707 + Penalty 4108.988892 = -615528.419816
  nChanged 73
		SP:Iteration 13Q (88022.830000 sec): 3 clusters
  Score: Raw -619685.755291 + Penalty 4108.988892 = -615576.766399
  nChanged 50
		SP:Iteration 14Q (88023.030000 sec): 3 clusters
  Score: Raw -619710.616179 + Penalty 4108.988892 = -615601.627288
  nChanged 36
		SP:Iteration 15Q (88023.140000 sec): 3 clusters
  Score: Raw -619724.231466 + Penalty 4108.988892 = -615615.242574
  nChanged 14
		SP:Iteration 16Q (88023.360000 sec): 3 clusters
  Score: Raw -619731.005464 + Penalty 4108.988892 = -615622.016573
  nChanged 18
		SP:Iteration 17Q (88023.490000 sec): 3 clusters
  Score: Raw -619739.542480 + Penalty 4108.988892 = -615630.553588
  nChanged 16
		SP:Iteration 18Q (88023.640000 sec): 3 clusters
  Score: Raw -619745.952121 + Penalty 4108.988892 = -615636.963230
  nChanged 14
		SP:Iteration 19Q (88023.820000 sec): 3 clusters
  Score: Raw -619751.979491 + Penalty 4108.988892 = -615642.990599
  nChanged 11
		SP:Iteration 20F (88023.990000 sec): 3 clusters
  Score: Raw -619755.944279 + Penalty 4108.988892 = -615646.955387
  nChanged 9
		SP:Iteration 21Q (88024.160000 sec): 3 clusters
  Score: Raw -619758.981859 + Penalty 4108.988892 = -615649.992967
  nChanged 5
		SP:Iteration 22Q (88024.340000 sec): 3 clusters
  Score: Raw -619760.784499 + Penalty 4108.988892 = -615651.795608
  nChanged 2
		SP:Iteration 23Q (88024.520000 sec): 3 clusters
  Score: Raw -619761.962083 + Penalty 4108.988892 = -615652.973191
  nChanged 1
		SP:Iteration 24Q (88024.720000 sec): 3 clusters
  Score: Raw -619762.488932 + Penalty 4108.988892 = -615653.500041
  nChanged 2
		SP:Iteration 25Q (88024.910000 sec): 3 clusters
  Score: Raw -619763.006729 + Penalty 4108.988892 = -615654.017837
  nChanged 1
		SP:Iteration 26Q (88025.090000 sec): 3 clusters
  Score: Raw -619763.367190 + Penalty 4108.988892 = -615654.378298
  nChanged 0
		SP:Iteration 27F (88025.280000 sec): 3 clusters
  Score: Raw -619763.367190 + Penalty 4108.988892 = -615654.378298
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (5303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88025.450000 sec): 2 clusters
  Score: Raw -757640.591118 + Penalty 2126.854938 = -755513.736179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88025.660000 sec): 3 clusters
  Score: Raw -755071.255350 + Penalty 4253.709877 = -750817.545473
  nChanged 2059
		SP:Iteration 1F (88025.920000 sec): 3 clusters
  Score: Raw -756298.704614 + Penalty 4253.709877 = -752044.994737
  nChanged 406
		SP:Iteration 2F (88026.120000 sec): 3 clusters
  Score: Raw -756581.031569 + Penalty 4253.709877 = -752327.321692
  nChanged 313
		SP:Iteration 3F (88026.350000 sec): 3 clusters
  Score: Raw -756786.084620 + Penalty 4253.709877 = -752532.374743
  nChanged 235
		SP:Iteration 4Q (88026.570000 sec): 3 clusters
  Score: Raw -756938.384782 + Penalty 4253.709877 = -752684.674906
  nChanged 198
		SP:Iteration 5Q (88026.750000 sec): 3 clusters
  Score: Raw -757067.972593 + Penalty 4253.709877 = -752814.262716
  nChanged 184
		SP:Iteration 6Q (88026.970000 sec): 3 clusters
  Score: Raw -757183.868381 + Penalty 4253.709877 = -752930.158505
  nChanged 171
		SP:Iteration 7Q (88027.170000 sec): 3 clusters
  Score: Raw -757300.479813 + Penalty 4253.709877 = -753046.769937
  nChanged 164
		SP:Iteration 8Q (88027.400000 sec): 3 clusters
  Score: Raw -757412.379080 + Penalty 4253.709877 = -753158.669203
  nChanged 160
		SP:Iteration 9Q (88027.620000 sec): 3 clusters
  Score: Raw -757523.657908 + Penalty 4253.709877 = -753269.948031
  nChanged 131
		SP:Iteration 10Q (88027.870000 sec): 3 clusters
  Score: Raw -757601.495562 + Penalty 4253.709877 = -753347.785685
  nChanged 117
		SP:Iteration 11Q (88028.070000 sec): 3 clusters
  Score: Raw -757680.881547 + Penalty 4253.709877 = -753427.171670
  nChanged 101
		SP:Iteration 12Q (88028.200000 sec): 3 clusters
  Score: Raw -757750.334455 + Penalty 4253.709877 = -753496.624578
  nChanged 80
		SP:Iteration 13Q (88028.380000 sec): 3 clusters
  Score: Raw -757802.862549 + Penalty 4253.709877 = -753549.152672
  nChanged 74
		SP:Iteration 14Q (88028.570000 sec): 3 clusters
  Score: Raw -757850.670398 + Penalty 4253.709877 = -753596.960522
  nChanged 59
		SP:Iteration 15Q (88028.770000 sec): 3 clusters
  Score: Raw -757891.701188 + Penalty 4253.709877 = -753637.991311
  nChanged 58
		SP:Iteration 16Q (88028.950000 sec): 3 clusters
  Score: Raw -757925.931715 + Penalty 4253.709877 = -753672.221838
  nChanged 60
		SP:Iteration 17Q (88029.180000 sec): 3 clusters
  Score: Raw -757956.003116 + Penalty 4253.709877 = -753702.293239
  nChanged 47
		SP:Iteration 18Q (88029.350000 sec): 3 clusters
  Score: Raw -757977.608112 + Penalty 4253.709877 = -753723.898235
  nChanged 42
		SP:Iteration 19Q (88029.590000 sec): 3 clusters
  Score: Raw -757996.745626 + Penalty 4253.709877 = -753743.035750
  nChanged 27
		SP:Iteration 20F (88029.800000 sec): 3 clusters
  Score: Raw -758007.115161 + Penalty 4253.709877 = -753753.405284
  nChanged 24
		SP:Iteration 21Q (88030.050000 sec): 3 clusters
  Score: Raw -758017.579682 + Penalty 4253.709877 = -753763.869805
  nChanged 26
		SP:Iteration 22Q (88030.230000 sec): 3 clusters
  Score: Raw -758028.336920 + Penalty 4253.709877 = -753774.627044
  nChanged 29
		SP:Iteration 23Q (88030.450000 sec): 3 clusters
  Score: Raw -758043.355652 + Penalty 4253.709877 = -753789.645775
  nChanged 22
		SP:Iteration 24Q (88030.680000 sec): 3 clusters
  Score: Raw -758054.149059 + Penalty 4253.709877 = -753800.439183
  nChanged 20
		SP:Iteration 25Q (88030.910000 sec): 3 clusters
  Score: Raw -758064.644450 + Penalty 4253.709877 = -753810.934574
  nChanged 26
		SP:Iteration 26Q (88031.140000 sec): 3 clusters
  Score: Raw -758076.276709 + Penalty 4253.709877 = -753822.566832
  nChanged 24
		SP:Iteration 27Q (88031.360000 sec): 3 clusters
  Score: Raw -758086.363453 + Penalty 4253.709877 = -753832.653577
  nChanged 13
		SP:Iteration 28Q (88031.590000 sec): 3 clusters
  Score: Raw -758092.480084 + Penalty 4253.709877 = -753838.770207
  nChanged 14
		SP:Iteration 29Q (88031.770000 sec): 3 clusters
  Score: Raw -758098.473114 + Penalty 4253.709877 = -753844.763237
  nChanged 10
		SP:Iteration 30Q (88031.980000 sec): 3 clusters
  Score: Raw -758101.170862 + Penalty 4253.709877 = -753847.460985
  nChanged 7
		SP:Iteration 31Q (88032.180000 sec): 3 clusters
  Score: Raw -758104.077299 + Penalty 4253.709877 = -753850.367422
  nChanged 5
		SP:Iteration 32Q (88032.390000 sec): 3 clusters
  Score: Raw -758106.010931 + Penalty 4253.709877 = -753852.301054
  nChanged 4
		SP:Iteration 33Q (88032.620000 sec): 3 clusters
  Score: Raw -758107.246344 + Penalty 4253.709877 = -753853.536468
  nChanged 1
		SP:Iteration 34Q (88032.840000 sec): 3 clusters
  Score: Raw -758107.456813 + Penalty 4253.709877 = -753853.746937
  nChanged 1
		SP:Iteration 35Q (88033.050000 sec): 3 clusters
  Score: Raw -758107.622717 + Penalty 4253.709877 = -753853.912840
  nChanged 0
		SP:Iteration 36F (88033.250000 sec): 3 clusters
  Score: Raw -758107.622717 + Penalty 4253.709877 = -753853.912840
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (24361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88033.520000 sec): 2 clusters
  Score: Raw -3810155.865741 + Penalty 2504.983215 = -3807650.882525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88033.870000 sec): 3 clusters
  Score: Raw -3795711.315828 + Penalty 5009.966431 = -3790701.349397
  nChanged 10903
		SP:Iteration 1F (88034.220000 sec): 3 clusters
  Score: Raw -3801614.918791 + Penalty 5009.966431 = -3796604.952360
  nChanged 1220
		SP:Iteration 2F (88034.520000 sec): 3 clusters
  Score: Raw -3802028.862308 + Penalty 5009.966431 = -3797018.895877
  nChanged 1052
		SP:Iteration 3Q (88034.880000 sec): 3 clusters
  Score: Raw -3802361.278094 + Penalty 5009.966431 = -3797351.311663
  nChanged 917
		SP:Iteration 4Q (88035.260000 sec): 3 clusters
  Score: Raw -3802616.197414 + Penalty 5009.966431 = -3797606.230983
  nChanged 747
		SP:Iteration 5Q (88035.630000 sec): 3 clusters
  Score: Raw -3802812.715699 + Penalty 5009.966431 = -3797802.749268
  nChanged 670
		SP:Iteration 6Q (88036.040000 sec): 3 clusters
  Score: Raw -3802997.848391 + Penalty 5009.966431 = -3797987.881960
  nChanged 684
		SP:Iteration 7Q (88036.380000 sec): 3 clusters
  Score: Raw -3803174.324092 + Penalty 5009.966431 = -3798164.357662
  nChanged 649
		SP:Iteration 8Q (88036.750000 sec): 3 clusters
  Score: Raw -3803329.816903 + Penalty 5009.966431 = -3798319.850472
  nChanged 586
		SP:Iteration 9Q (88037.160000 sec): 3 clusters
  Score: Raw -3803482.534347 + Penalty 5009.966431 = -3798472.567916
  nChanged 639
		SP:Iteration 10Q (88037.560000 sec): 3 clusters
  Score: Raw -3803655.133560 + Penalty 5009.966431 = -3798645.167129
  nChanged 666
		SP:Iteration 11Q (88037.880000 sec): 3 clusters
  Score: Raw -3803856.858701 + Penalty 5009.966431 = -3798846.892270
  nChanged 752
		SP:Iteration 12Q (88038.240000 sec): 3 clusters
  Score: Raw -3804131.897137 + Penalty 5009.966431 = -3799121.930706
  nChanged 909
		SP:Iteration 13Q (88038.650000 sec): 3 clusters
  Score: Raw -3804510.527823 + Penalty 5009.966431 = -3799500.561393
  nChanged 1055
		SP:Iteration 14Q (88039.010000 sec): 3 clusters
  Score: Raw -3805028.005588 + Penalty 5009.966431 = -3800018.039157
  nChanged 1135
		SP:Iteration 15Q (88039.340000 sec): 3 clusters
  Score: Raw -3805630.991183 + Penalty 5009.966431 = -3800621.024752
  nChanged 1181
		SP:Iteration 16Q (88039.700000 sec): 3 clusters
  Score: Raw -3806361.669343 + Penalty 5009.966431 = -3801351.702912
  nChanged 1237
		SP:Iteration 17F (88040.110000 sec): 3 clusters
  Score: Raw -3807230.561807 + Penalty 5009.966431 = -3802220.595376
  nChanged 1242
		SP:Iteration 18F (88040.460000 sec): 3 clusters
  Score: Raw -3808138.126784 + Penalty 5009.966431 = -3803128.160353
  nChanged 1094
		SP:Iteration 19Q (88040.850000 sec): 3 clusters
  Score: Raw -3808959.153016 + Penalty 5009.966431 = -3803949.186586
  nChanged 903
		SP:Iteration 20F (88041.170000 sec): 3 clusters
  Score: Raw -3809597.551834 + Penalty 5009.966431 = -3804587.585403
  nChanged 666
		SP:Iteration 21Q (88041.620000 sec): 3 clusters
  Score: Raw -3810052.803306 + Penalty 5009.966431 = -3805042.836875
  nChanged 448
		SP:Iteration 22Q (88042.000000 sec): 3 clusters
  Score: Raw -3810323.389480 + Penalty 5009.966431 = -3805313.423049
  nChanged 303
		SP:Iteration 23Q (88042.380000 sec): 3 clusters
  Score: Raw -3810491.945956 + Penalty 5009.966431 = -3805481.979525
  nChanged 205
		SP:Iteration 24Q (88042.770000 sec): 3 clusters
  Score: Raw -3810610.017234 + Penalty 5009.966431 = -3805600.050803
  nChanged 144
		SP:Iteration 25Q (88043.150000 sec): 3 clusters
  Score: Raw -3810687.990682 + Penalty 5009.966431 = -3805678.024252
  nChanged 88
		SP:Iteration 26Q (88043.570000 sec): 3 clusters
  Score: Raw -3810734.413290 + Penalty 5009.966431 = -3805724.446859
  nChanged 69
		SP:Iteration 27Q (88043.910000 sec): 3 clusters
  Score: Raw -3810772.134281 + Penalty 5009.966431 = -3805762.167850
  nChanged 48
		SP:Iteration 28Q (88044.290000 sec): 3 clusters
  Score: Raw -3810797.167903 + Penalty 5009.966431 = -3805787.201473
  nChanged 28
		SP:Iteration 29Q (88044.630000 sec): 3 clusters
  Score: Raw -3810809.954000 + Penalty 5009.966431 = -3805799.987569
  nChanged 23
		SP:Iteration 30Q (88045.010000 sec): 3 clusters
  Score: Raw -3810822.666488 + Penalty 5009.966431 = -3805812.700057
  nChanged 21
		SP:Iteration 31Q (88045.390000 sec): 3 clusters
  Score: Raw -3810833.052099 + Penalty 5009.966431 = -3805823.085668
  nChanged 24
		SP:Iteration 32Q (88045.770000 sec): 3 clusters
  Score: Raw -3810844.576236 + Penalty 5009.966431 = -3805834.609805
  nChanged 21
		SP:Iteration 33Q (88046.140000 sec): 3 clusters
  Score: Raw -3810852.096017 + Penalty 5009.966431 = -3805842.129586
  nChanged 10
		SP:Iteration 34Q (88046.520000 sec): 3 clusters
  Score: Raw -3810857.417558 + Penalty 5009.966431 = -3805847.451127
  nChanged 12
		SP:Iteration 35Q (88046.910000 sec): 3 clusters
  Score: Raw -3810862.136299 + Penalty 5009.966431 = -3805852.169869
  nChanged 13
		SP:Iteration 36Q (88047.290000 sec): 3 clusters
  Score: Raw -3810866.336534 + Penalty 5009.966431 = -3805856.370104
  nChanged 7
		SP:Iteration 37Q (88047.660000 sec): 3 clusters
  Score: Raw -3810869.422921 + Penalty 5009.966431 = -3805859.456490
  nChanged 4
		SP:Iteration 38Q (88048.040000 sec): 3 clusters
  Score: Raw -3810871.379846 + Penalty 5009.966431 = -3805861.413416
  nChanged 4
		SP:Iteration 39Q (88048.430000 sec): 3 clusters
  Score: Raw -3810872.801246 + Penalty 5009.966431 = -3805862.834815
  nChanged 0
		SP:Iteration 40F (88048.760000 sec): 3 clusters
  Score: Raw -3810872.801246 + Penalty 5009.966431 = -3805862.834815
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (4292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88048.850000 sec): 2 clusters
  Score: Raw -673234.188206 + Penalty 2074.398010 = -671159.790196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88049.070000 sec): 3 clusters
  Score: Raw -671256.690499 + Penalty 4148.796019 = -667107.894479
  nChanged 1599
		SP:Iteration 1F (88049.280000 sec): 3 clusters
  Score: Raw -672320.947810 + Penalty 4148.796019 = -668172.151790
  nChanged 404
		SP:Iteration 2F (88049.440000 sec): 3 clusters
  Score: Raw -672770.728722 + Penalty 4148.796019 = -668621.932703
  nChanged 377
		SP:Iteration 3F (88049.610000 sec): 3 clusters
  Score: Raw -673248.710423 + Penalty 4148.796019 = -669099.914404
  nChanged 338
		SP:Iteration 4F (88049.780000 sec): 3 clusters
  Score: Raw -673653.954856 + Penalty 4148.796019 = -669505.158837
  nChanged 261
		SP:Iteration 5F (88049.940000 sec): 3 clusters
  Score: Raw -673918.467650 + Penalty 4148.796019 = -669769.671631
  nChanged 207
		SP:Iteration 6Q (88050.110000 sec): 3 clusters
  Score: Raw -674103.712445 + Penalty 4148.796019 = -669954.916425
  nChanged 150
		SP:Iteration 7Q (88050.280000 sec): 3 clusters
  Score: Raw -674212.745417 + Penalty 4148.796019 = -670063.949397
  nChanged 94
		SP:Iteration 8Q (88050.440000 sec): 3 clusters
  Score: Raw -674284.151163 + Penalty 4148.796019 = -670135.355143
  nChanged 61
		SP:Iteration 9Q (88050.610000 sec): 3 clusters
  Score: Raw -674320.449126 + Penalty 4148.796019 = -670171.653107
  nChanged 46
		SP:Iteration 10Q (88050.780000 sec): 3 clusters
  Score: Raw -674342.231925 + Penalty 4148.796019 = -670193.435906
  nChanged 25
		SP:Iteration 11Q (88050.940000 sec): 3 clusters
  Score: Raw -674353.779259 + Penalty 4148.796019 = -670204.983240
  nChanged 23
		SP:Iteration 12Q (88051.110000 sec): 3 clusters
  Score: Raw -674363.924737 + Penalty 4148.796019 = -670215.128718
  nChanged 20
		SP:Iteration 13Q (88051.270000 sec): 3 clusters
  Score: Raw -674373.875877 + Penalty 4148.796019 = -670225.079857
  nChanged 26
		SP:Iteration 14Q (88051.440000 sec): 3 clusters
  Score: Raw -674383.272485 + Penalty 4148.796019 = -670234.476465
  nChanged 18
		SP:Iteration 15Q (88051.610000 sec): 3 clusters
  Score: Raw -674391.556750 + Penalty 4148.796019 = -670242.760731
  nChanged 17
		SP:Iteration 16Q (88051.770000 sec): 3 clusters
  Score: Raw -674399.057963 + Penalty 4148.796019 = -670250.261943
  nChanged 16
		SP:Iteration 17Q (88051.940000 sec): 3 clusters
  Score: Raw -674408.449134 + Penalty 4148.796019 = -670259.653115
  nChanged 22
		SP:Iteration 18Q (88052.100000 sec): 3 clusters
  Score: Raw -674417.456668 + Penalty 4148.796019 = -670268.660648
  nChanged 16
		SP:Iteration 19Q (88052.310000 sec): 3 clusters
  Score: Raw -674423.292153 + Penalty 4148.796019 = -670274.496134
  nChanged 11
		SP:Iteration 20F (88052.480000 sec): 3 clusters
  Score: Raw -674426.731084 + Penalty 4148.796019 = -670277.935064
  nChanged 4
		SP:Iteration 21Q (88052.650000 sec): 3 clusters
  Score: Raw -674428.116140 + Penalty 4148.796019 = -670279.320120
  nChanged 5
		SP:Iteration 22Q (88052.810000 sec): 3 clusters
  Score: Raw -674429.186004 + Penalty 4148.796019 = -670280.389985
  nChanged 3
		SP:Iteration 23Q (88052.980000 sec): 3 clusters
  Score: Raw -674429.807756 + Penalty 4148.796019 = -670281.011736
  nChanged 7
		SP:Iteration 24Q (88053.140000 sec): 3 clusters
  Score: Raw -674432.265096 + Penalty 4148.796019 = -670283.469076
  nChanged 1
		SP:Iteration 25Q (88053.310000 sec): 3 clusters
  Score: Raw -674432.490651 + Penalty 4148.796019 = -670283.694632
  nChanged 2
		SP:Iteration 26Q (88053.470000 sec): 3 clusters
  Score: Raw -674433.164577 + Penalty 4148.796019 = -670284.368557
  nChanged 2
		SP:Iteration 27Q (88053.640000 sec): 3 clusters
  Score: Raw -674433.680061 + Penalty 4148.796019 = -670284.884042
  nChanged 0
		SP:Iteration 28F (88053.810000 sec): 3 clusters
  Score: Raw -674433.680061 + Penalty 4148.796019 = -670284.884042
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (20248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88054.010000 sec): 2 clusters
  Score: Raw -3219400.895922 + Penalty 2459.121203 = -3216941.774719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88054.350000 sec): 3 clusters
  Score: Raw -3207557.124608 + Penalty 4918.242406 = -3202638.882202
  nChanged 8958
		SP:Iteration 1F (88054.720000 sec): 3 clusters
  Score: Raw -3212321.911578 + Penalty 4918.242406 = -3207403.669172
  nChanged 1147
		SP:Iteration 2F (88055.030000 sec): 3 clusters
  Score: Raw -3212791.668988 + Penalty 4918.242406 = -3207873.426582
  nChanged 998
		SP:Iteration 3Q (88055.360000 sec): 3 clusters
  Score: Raw -3213198.066651 + Penalty 4918.242406 = -3208279.824245
  nChanged 953
		SP:Iteration 4Q (88055.700000 sec): 3 clusters
  Score: Raw -3213632.790220 + Penalty 4918.242406 = -3208714.547814
  nChanged 1017
		SP:Iteration 5F (88056.040000 sec): 3 clusters
  Score: Raw -3214166.427421 + Penalty 4918.242406 = -3209248.185016
  nChanged 1054
		SP:Iteration 6F (88056.380000 sec): 3 clusters
  Score: Raw -3214811.092250 + Penalty 4918.242406 = -3209892.849844
  nChanged 1087
		SP:Iteration 7F (88056.720000 sec): 3 clusters
  Score: Raw -3215500.299214 + Penalty 4918.242406 = -3210582.056809
  nChanged 1108
		SP:Iteration 8F (88057.050000 sec): 3 clusters
  Score: Raw -3216234.250362 + Penalty 4918.242406 = -3211316.007956
  nChanged 1035
		SP:Iteration 9F (88057.390000 sec): 3 clusters
  Score: Raw -3216964.877135 + Penalty 4918.242406 = -3212046.634729
  nChanged 940
		SP:Iteration 10Q (88057.730000 sec): 3 clusters
  Score: Raw -3217630.898793 + Penalty 4918.242406 = -3212712.656387
  nChanged 763
		SP:Iteration 11Q (88058.070000 sec): 3 clusters
  Score: Raw -3218136.185817 + Penalty 4918.242406 = -3213217.943411
  nChanged 597
		SP:Iteration 12Q (88058.420000 sec): 3 clusters
  Score: Raw -3218488.957749 + Penalty 4918.242406 = -3213570.715343
  nChanged 484
		SP:Iteration 13Q (88058.710000 sec): 3 clusters
  Score: Raw -3218756.108932 + Penalty 4918.242406 = -3213837.866526
  nChanged 374
		SP:Iteration 14Q (88059.100000 sec): 3 clusters
  Score: Raw -3218952.988858 + Penalty 4918.242406 = -3214034.746452
  nChanged 328
		SP:Iteration 15Q (88059.460000 sec): 3 clusters
  Score: Raw -3219133.774932 + Penalty 4918.242406 = -3214215.532526
  nChanged 270
		SP:Iteration 16Q (88059.780000 sec): 3 clusters
  Score: Raw -3219287.085484 + Penalty 4918.242406 = -3214368.843078
  nChanged 251
		SP:Iteration 17Q (88060.120000 sec): 3 clusters
  Score: Raw -3219429.390710 + Penalty 4918.242406 = -3214511.148304
  nChanged 224
		SP:Iteration 18Q (88060.460000 sec): 3 clusters
  Score: Raw -3219560.872279 + Penalty 4918.242406 = -3214642.629873
  nChanged 212
		SP:Iteration 19Q (88060.730000 sec): 3 clusters
  Score: Raw -3219687.838144 + Penalty 4918.242406 = -3214769.595738
  nChanged 188
		SP:Iteration 20F (88061.070000 sec): 3 clusters
  Score: Raw -3219817.566269 + Penalty 4918.242406 = -3214899.323864
  nChanged 181
		SP:Iteration 21Q (88061.440000 sec): 3 clusters
  Score: Raw -3219930.268387 + Penalty 4918.242406 = -3215012.025981
  nChanged 159
		SP:Iteration 22Q (88061.710000 sec): 3 clusters
  Score: Raw -3220007.461304 + Penalty 4918.242406 = -3215089.218899
  nChanged 126
		SP:Iteration 23Q (88062.060000 sec): 3 clusters
  Score: Raw -3220067.755685 + Penalty 4918.242406 = -3215149.513279
  nChanged 115
		SP:Iteration 24Q (88062.360000 sec): 3 clusters
  Score: Raw -3220119.269255 + Penalty 4918.242406 = -3215201.026849
  nChanged 107
		SP:Iteration 25Q (88062.750000 sec): 3 clusters
  Score: Raw -3220161.480740 + Penalty 4918.242406 = -3215243.238335
  nChanged 93
		SP:Iteration 26Q (88063.020000 sec): 3 clusters
  Score: Raw -3220198.018780 + Penalty 4918.242406 = -3215279.776374
  nChanged 77
		SP:Iteration 27Q (88063.370000 sec): 3 clusters
  Score: Raw -3220227.304774 + Penalty 4918.242406 = -3215309.062368
  nChanged 54
		SP:Iteration 28Q (88063.760000 sec): 3 clusters
  Score: Raw -3220243.477710 + Penalty 4918.242406 = -3215325.235305
  nChanged 37
		SP:Iteration 29Q (88064.050000 sec): 3 clusters
  Score: Raw -3220255.232003 + Penalty 4918.242406 = -3215336.989597
  nChanged 43
		SP:Iteration 30Q (88064.380000 sec): 3 clusters
  Score: Raw -3220266.223075 + Penalty 4918.242406 = -3215347.980669
  nChanged 30
		SP:Iteration 31Q (88064.690000 sec): 3 clusters
  Score: Raw -3220274.494621 + Penalty 4918.242406 = -3215356.252215
  nChanged 30
		SP:Iteration 32Q (88065.000000 sec): 3 clusters
  Score: Raw -3220282.357214 + Penalty 4918.242406 = -3215364.114808
  nChanged 26
		SP:Iteration 33Q (88065.360000 sec): 3 clusters
  Score: Raw -3220289.200215 + Penalty 4918.242406 = -3215370.957809
  nChanged 25
		SP:Iteration 34Q (88065.650000 sec): 3 clusters
  Score: Raw -3220296.455212 + Penalty 4918.242406 = -3215378.212807
  nChanged 26
		SP:Iteration 35Q (88065.920000 sec): 3 clusters
  Score: Raw -3220303.977015 + Penalty 4918.242406 = -3215385.734610
  nChanged 16
		SP:Iteration 36Q (88066.180000 sec): 3 clusters
  Score: Raw -3220308.224869 + Penalty 4918.242406 = -3215389.982463
  nChanged 20
		SP:Iteration 37Q (88066.500000 sec): 3 clusters
  Score: Raw -3220312.619028 + Penalty 4918.242406 = -3215394.376622
  nChanged 20
		SP:Iteration 38Q (88066.770000 sec): 3 clusters
  Score: Raw -3220316.734477 + Penalty 4918.242406 = -3215398.492071
  nChanged 14
		SP:Iteration 39Q (88067.100000 sec): 3 clusters
  Score: Raw -3220319.581133 + Penalty 4918.242406 = -3215401.338727
  nChanged 13
		SP:Iteration 40F (88067.400000 sec): 3 clusters
  Score: Raw -3220322.148592 + Penalty 4918.242406 = -3215403.906186
  nChanged 10
		SP:Iteration 41Q (88067.770000 sec): 3 clusters
  Score: Raw -3220324.232791 + Penalty 4918.242406 = -3215405.990385
  nChanged 11
		SP:Iteration 42Q (88068.110000 sec): 3 clusters
  Score: Raw -3220326.530179 + Penalty 4918.242406 = -3215408.287773
  nChanged 10
		SP:Iteration 43Q (88068.470000 sec): 3 clusters
  Score: Raw -3220329.073222 + Penalty 4918.242406 = -3215410.830816
  nChanged 10
		SP:Iteration 44Q (88068.830000 sec): 3 clusters
  Score: Raw -3220331.451113 + Penalty 4918.242406 = -3215413.208708
  nChanged 9
		SP:Iteration 45Q (88069.120000 sec): 3 clusters
  Score: Raw -3220334.069647 + Penalty 4918.242406 = -3215415.827241
  nChanged 8
		SP:Iteration 46Q (88069.470000 sec): 3 clusters
  Score: Raw -3220335.210031 + Penalty 4918.242406 = -3215416.967625
  nChanged 6
		SP:Iteration 47Q (88069.820000 sec): 3 clusters
  Score: Raw -3220336.632169 + Penalty 4918.242406 = -3215418.389764
  nChanged 6
		SP:Iteration 48Q (88070.080000 sec): 3 clusters
  Score: Raw -3220337.586918 + Penalty 4918.242406 = -3215419.344512
  nChanged 5
		SP:Iteration 49Q (88070.420000 sec): 3 clusters
  Score: Raw -3220338.208320 + Penalty 4918.242406 = -3215419.965914
  nChanged 3
		SP:Iteration 50Q (88070.750000 sec): 3 clusters
  Score: Raw -3220338.739897 + Penalty 4918.242406 = -3215420.497492
  nChanged 3
		SP:Iteration 51Q (88071.080000 sec): 3 clusters
  Score: Raw -3220339.111579 + Penalty 4918.242406 = -3215420.869173
  nChanged 0
		SP:Iteration 52F (88071.380000 sec): 3 clusters
  Score: Raw -3220339.111579 + Penalty 4918.242406 = -3215420.869173
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (24248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88071.630000 sec): 2 clusters
  Score: Raw -3906746.972079 + Penalty 2503.830176 = -3904243.141903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88072.000000 sec): 3 clusters
  Score: Raw -3892469.615835 + Penalty 5007.660352 = -3887461.955483
  nChanged 10772
		SP:Iteration 1F (88072.320000 sec): 3 clusters
  Score: Raw -3898336.629735 + Penalty 5007.660352 = -3893328.969383
  nChanged 1289
		SP:Iteration 2F (88072.650000 sec): 3 clusters
  Score: Raw -3898862.673905 + Penalty 5007.660352 = -3893855.013553
  nChanged 1204
		SP:Iteration 3Q (88073.020000 sec): 3 clusters
  Score: Raw -3899413.054027 + Penalty 5007.660352 = -3894405.393676
  nChanged 1320
		SP:Iteration 4F (88073.340000 sec): 3 clusters
  Score: Raw -3900109.570796 + Penalty 5007.660352 = -3895101.910445
  nChanged 1429
		SP:Iteration 5F (88073.670000 sec): 3 clusters
  Score: Raw -3900997.234327 + Penalty 5007.660352 = -3895989.573975
  nChanged 1562
		SP:Iteration 6F (88074.000000 sec): 3 clusters
  Score: Raw -3902070.520256 + Penalty 5007.660352 = -3897062.859904
  nChanged 1545
		SP:Iteration 7F (88074.320000 sec): 3 clusters
  Score: Raw -3903202.089681 + Penalty 5007.660352 = -3898194.429329
  nChanged 1365
		SP:Iteration 8F (88074.640000 sec): 3 clusters
  Score: Raw -3904234.695899 + Penalty 5007.660352 = -3899227.035548
  nChanged 1109
		SP:Iteration 9Q (88074.940000 sec): 3 clusters
  Score: Raw -3905102.530939 + Penalty 5007.660352 = -3900094.870588
  nChanged 814
		SP:Iteration 10Q (88075.340000 sec): 3 clusters
  Score: Raw -3905795.920692 + Penalty 5007.660352 = -3900788.260340
  nChanged 556
		SP:Iteration 11Q (88075.740000 sec): 3 clusters
  Score: Raw -3906273.943766 + Penalty 5007.660352 = -3901266.283414
  nChanged 313
		SP:Iteration 12Q (88075.990000 sec): 3 clusters
  Score: Raw -3906568.929621 + Penalty 5007.660352 = -3901561.269269
  nChanged 181
		SP:Iteration 13Q (88076.290000 sec): 3 clusters
  Score: Raw -3906748.097034 + Penalty 5007.660352 = -3901740.436682
  nChanged 96
		SP:Iteration 14Q (88076.540000 sec): 3 clusters
  Score: Raw -3906849.258968 + Penalty 5007.660352 = -3901841.598616
  nChanged 61
		SP:Iteration 15Q (88076.810000 sec): 3 clusters
  Score: Raw -3906919.305318 + Penalty 5007.660352 = -3901911.644966
  nChanged 41
		SP:Iteration 16Q (88077.080000 sec): 3 clusters
  Score: Raw -3906974.277079 + Penalty 5007.660352 = -3901966.616727
  nChanged 26
		SP:Iteration 17Q (88077.400000 sec): 3 clusters
  Score: Raw -3907007.913646 + Penalty 5007.660352 = -3902000.253294
  nChanged 20
		SP:Iteration 18Q (88077.680000 sec): 3 clusters
  Score: Raw -3907030.033523 + Penalty 5007.660352 = -3902022.373171
  nChanged 12
		SP:Iteration 19Q (88077.940000 sec): 3 clusters
  Score: Raw -3907043.738663 + Penalty 5007.660352 = -3902036.078312
  nChanged 7
		SP:Iteration 20F (88078.310000 sec): 3 clusters
  Score: Raw -3907050.811343 + Penalty 5007.660352 = -3902043.150991
  nChanged 5
		SP:Iteration 21Q (88078.690000 sec): 3 clusters
  Score: Raw -3907059.289330 + Penalty 5007.660352 = -3902051.628978
  nChanged 8
		SP:Iteration 22Q (88078.980000 sec): 3 clusters
  Score: Raw -3907069.427076 + Penalty 5007.660352 = -3902061.766725
  nChanged 6
		SP:Iteration 23Q (88079.270000 sec): 3 clusters
  Score: Raw -3907078.297641 + Penalty 5007.660352 = -3902070.637289
  nChanged 3
		SP:Iteration 24Q (88079.610000 sec): 3 clusters
  Score: Raw -3907081.148853 + Penalty 5007.660352 = -3902073.488502
  nChanged 1
		SP:Iteration 25Q (88079.900000 sec): 3 clusters
  Score: Raw -3907082.836889 + Penalty 5007.660352 = -3902075.176537
  nChanged 3
		SP:Iteration 26Q (88080.210000 sec): 3 clusters
  Score: Raw -3907086.533743 + Penalty 5007.660352 = -3902078.873391
  nChanged 1
		SP:Iteration 27Q (88080.520000 sec): 3 clusters
  Score: Raw -3907087.247113 + Penalty 5007.660352 = -3902079.586761
  nChanged 1
		SP:Iteration 28Q (88080.830000 sec): 3 clusters
  Score: Raw -3907088.165681 + Penalty 5007.660352 = -3902080.505329
  nChanged 0
		SP:Iteration 29F (88081.190000 sec): 3 clusters
  Score: Raw -3907088.165681 + Penalty 5007.660352 = -3902080.505329
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (8724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88081.410000 sec): 2 clusters
  Score: Raw -1392812.277382 + Penalty 2250.310616 = -1390561.966766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88081.650000 sec): 3 clusters
  Score: Raw -1388266.778138 + Penalty 4500.621231 = -1383766.156906
  nChanged 3574
		SP:Iteration 1F (88081.820000 sec): 3 clusters
  Score: Raw -1390218.490751 + Penalty 4500.621231 = -1385717.869520
  nChanged 665
		SP:Iteration 2F (88082.070000 sec): 3 clusters
  Score: Raw -1390654.422340 + Penalty 4500.621231 = -1386153.801109
  nChanged 572
		SP:Iteration 3F (88082.280000 sec): 3 clusters
  Score: Raw -1391050.262883 + Penalty 4500.621231 = -1386549.641652
  nChanged 541
		SP:Iteration 4F (88082.460000 sec): 3 clusters
  Score: Raw -1391483.645805 + Penalty 4500.621231 = -1386983.024574
  nChanged 578
		SP:Iteration 5F (88082.650000 sec): 3 clusters
  Score: Raw -1391950.930946 + Penalty 4500.621231 = -1387450.309714
  nChanged 534
		SP:Iteration 6F (88082.870000 sec): 3 clusters
  Score: Raw -1392378.031696 + Penalty 4500.621231 = -1387877.410464
  nChanged 463
		SP:Iteration 7F (88083.090000 sec): 3 clusters
  Score: Raw -1392679.071878 + Penalty 4500.621231 = -1388178.450647
  nChanged 301
		SP:Iteration 8Q (88083.380000 sec): 3 clusters
  Score: Raw -1392839.884229 + Penalty 4500.621231 = -1388339.262998
  nChanged 249
		SP:Iteration 9Q (88083.590000 sec): 3 clusters
  Score: Raw -1392966.707690 + Penalty 4500.621231 = -1388466.086459
  nChanged 163
		SP:Iteration 10Q (88083.820000 sec): 3 clusters
  Score: Raw -1393029.835980 + Penalty 4500.621231 = -1388529.214749
  nChanged 104
		SP:Iteration 11Q (88084.060000 sec): 3 clusters
  Score: Raw -1393064.736133 + Penalty 4500.621231 = -1388564.114902
  nChanged 78
		SP:Iteration 12Q (88084.280000 sec): 3 clusters
  Score: Raw -1393090.033950 + Penalty 4500.621231 = -1388589.412718
  nChanged 65
		SP:Iteration 13Q (88084.500000 sec): 3 clusters
  Score: Raw -1393108.676846 + Penalty 4500.621231 = -1388608.055615
  nChanged 35
		SP:Iteration 14Q (88084.740000 sec): 3 clusters
  Score: Raw -1393117.247478 + Penalty 4500.621231 = -1388616.626247
  nChanged 29
		SP:Iteration 15Q (88084.990000 sec): 3 clusters
  Score: Raw -1393125.007561 + Penalty 4500.621231 = -1388624.386329
  nChanged 26
		SP:Iteration 16Q (88085.190000 sec): 3 clusters
  Score: Raw -1393131.570909 + Penalty 4500.621231 = -1388630.949678
  nChanged 26
		SP:Iteration 17Q (88085.440000 sec): 3 clusters
  Score: Raw -1393137.443260 + Penalty 4500.621231 = -1388636.822029
  nChanged 24
		SP:Iteration 18Q (88085.680000 sec): 3 clusters
  Score: Raw -1393142.799827 + Penalty 4500.621231 = -1388642.178596
  nChanged 14
		SP:Iteration 19Q (88085.940000 sec): 3 clusters
  Score: Raw -1393145.316139 + Penalty 4500.621231 = -1388644.694907
  nChanged 7
		SP:Iteration 20F (88086.210000 sec): 3 clusters
  Score: Raw -1393146.775453 + Penalty 4500.621231 = -1388646.154222
  nChanged 7
		SP:Iteration 21Q (88086.470000 sec): 3 clusters
  Score: Raw -1393148.004793 + Penalty 4500.621231 = -1388647.383562
  nChanged 5
		SP:Iteration 22Q (88086.740000 sec): 3 clusters
  Score: Raw -1393149.077979 + Penalty 4500.621231 = -1388648.456748
  nChanged 6
		SP:Iteration 23Q (88087.010000 sec): 3 clusters
  Score: Raw -1393149.963532 + Penalty 4500.621231 = -1388649.342301
  nChanged 4
		SP:Iteration 24Q (88087.230000 sec): 3 clusters
  Score: Raw -1393150.841430 + Penalty 4500.621231 = -1388650.220199
  nChanged 10
		SP:Iteration 25Q (88087.450000 sec): 3 clusters
  Score: Raw -1393152.423202 + Penalty 4500.621231 = -1388651.801971
  nChanged 7
		SP:Iteration 26Q (88087.680000 sec): 3 clusters
  Score: Raw -1393153.324075 + Penalty 4500.621231 = -1388652.702844
  nChanged 3
		SP:Iteration 27Q (88087.910000 sec): 3 clusters
  Score: Raw -1393153.793066 + Penalty 4500.621231 = -1388653.171835
  nChanged 4
		SP:Iteration 28Q (88088.150000 sec): 3 clusters
  Score: Raw -1393154.567569 + Penalty 4500.621231 = -1388653.946337
  nChanged 3
		SP:Iteration 29Q (88088.410000 sec): 3 clusters
  Score: Raw -1393155.008694 + Penalty 4500.621231 = -1388654.387463
  nChanged 5
		SP:Iteration 30Q (88088.610000 sec): 3 clusters
  Score: Raw -1393155.842292 + Penalty 4500.621231 = -1388655.221061
  nChanged 4
		SP:Iteration 31Q (88088.830000 sec): 3 clusters
  Score: Raw -1393156.438417 + Penalty 4500.621231 = -1388655.817185
  nChanged 3
		SP:Iteration 32Q (88089.010000 sec): 3 clusters
  Score: Raw -1393156.777753 + Penalty 4500.621231 = -1388656.156522
  nChanged 1
		SP:Iteration 33Q (88089.190000 sec): 3 clusters
  Score: Raw -1393156.977656 + Penalty 4500.621231 = -1388656.356425
  nChanged 2
		SP:Iteration 34Q (88089.490000 sec): 3 clusters
  Score: Raw -1393157.304546 + Penalty 4500.621231 = -1388656.683315
  nChanged 2
		SP:Iteration 35Q (88089.680000 sec): 3 clusters
  Score: Raw -1393157.824412 + Penalty 4500.621231 = -1388657.203181
  nChanged 4
		SP:Iteration 36Q (88089.950000 sec): 3 clusters
  Score: Raw -1393158.341041 + Penalty 4500.621231 = -1388657.719810
  nChanged 4
		SP:Iteration 37Q (88090.190000 sec): 3 clusters
  Score: Raw -1393158.764503 + Penalty 4500.621231 = -1388658.143272
  nChanged 1
		SP:Iteration 38Q (88090.420000 sec): 3 clusters
  Score: Raw -1393158.972946 + Penalty 4500.621231 = -1388658.351715
  nChanged 2
		SP:Iteration 39Q (88090.660000 sec): 3 clusters
  Score: Raw -1393159.391295 + Penalty 4500.621231 = -1388658.770064
  nChanged 1
		SP:Iteration 40F (88090.870000 sec): 3 clusters
  Score: Raw -1393159.986452 + Penalty 4500.621231 = -1388659.365221
  nChanged 3
		SP:Iteration 41Q (88091.160000 sec): 3 clusters
  Score: Raw -1393160.399746 + Penalty 4500.621231 = -1388659.778515
  nChanged 2
		SP:Iteration 42Q (88091.420000 sec): 3 clusters
  Score: Raw -1393160.564450 + Penalty 4500.621231 = -1388659.943219
  nChanged 0
		SP:Iteration 43F (88091.670000 sec): 3 clusters
  Score: Raw -1393160.564450 + Penalty 4500.621231 = -1388659.943219
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (35002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88092.050000 sec): 2 clusters
  Score: Raw -5339149.857654 + Penalty 2594.863799 = -5336554.993855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88092.480000 sec): 3 clusters
  Score: Raw -5317886.825731 + Penalty 5189.727599 = -5312697.098132
  nChanged 15759
		SP:Iteration 1F (88092.890000 sec): 3 clusters
  Score: Raw -5326686.393946 + Penalty 5189.727599 = -5321496.666348
  nChanged 1594
		SP:Iteration 2Q (88093.310000 sec): 3 clusters
  Score: Raw -5327192.430350 + Penalty 5189.727599 = -5322002.702751
  nChanged 1462
		SP:Iteration 3Q (88093.710000 sec): 3 clusters
  Score: Raw -5327700.612558 + Penalty 5189.727599 = -5322510.884959
  nChanged 1502
		SP:Iteration 4Q (88094.160000 sec): 3 clusters
  Score: Raw -5328323.308048 + Penalty 5189.727599 = -5323133.580449
  nChanged 1666
		SP:Iteration 5Q (88094.620000 sec): 3 clusters
  Score: Raw -5329163.335056 + Penalty 5189.727599 = -5323973.607457
  nChanged 1928
		SP:Iteration 6F (88095.120000 sec): 3 clusters
  Score: Raw -5330333.811522 + Penalty 5189.727599 = -5325144.083923
  nChanged 2152
		SP:Iteration 7F (88095.550000 sec): 3 clusters
  Score: Raw -5331880.121493 + Penalty 5189.727599 = -5326690.393894
  nChanged 2312
		SP:Iteration 8F (88095.980000 sec): 3 clusters
  Score: Raw -5333776.047924 + Penalty 5189.727599 = -5328586.320325
  nChanged 2113
		SP:Iteration 9F (88096.410000 sec): 3 clusters
  Score: Raw -5335615.446942 + Penalty 5189.727599 = -5330425.719343
  nChanged 1754
		SP:Iteration 10F (88096.810000 sec): 3 clusters
  Score: Raw -5337274.648298 + Penalty 5189.727599 = -5332084.920699
  nChanged 1227
		SP:Iteration 11Q (88097.230000 sec): 3 clusters
  Score: Raw -5338467.076893 + Penalty 5189.727599 = -5333277.349294
  nChanged 816
		SP:Iteration 12Q (88097.640000 sec): 3 clusters
  Score: Raw -5339206.538323 + Penalty 5189.727599 = -5334016.810725
  nChanged 536
		SP:Iteration 13Q (88098.010000 sec): 3 clusters
  Score: Raw -5339675.683308 + Penalty 5189.727599 = -5334485.955709
  nChanged 368
		SP:Iteration 14Q (88098.450000 sec): 3 clusters
  Score: Raw -5339995.358042 + Penalty 5189.727599 = -5334805.630443
  nChanged 304
		SP:Iteration 15Q (88098.920000 sec): 3 clusters
  Score: Raw -5340253.676001 + Penalty 5189.727599 = -5335063.948402
  nChanged 253
		SP:Iteration 16Q (88099.310000 sec): 3 clusters
  Score: Raw -5340471.424642 + Penalty 5189.727599 = -5335281.697044
  nChanged 206
		SP:Iteration 17Q (88099.770000 sec): 3 clusters
  Score: Raw -5340664.961806 + Penalty 5189.727599 = -5335475.234207
  nChanged 161
		SP:Iteration 18Q (88100.190000 sec): 3 clusters
  Score: Raw -5340809.438271 + Penalty 5189.727599 = -5335619.710672
  nChanged 117
		SP:Iteration 19Q (88100.640000 sec): 3 clusters
  Score: Raw -5340908.491353 + Penalty 5189.727599 = -5335718.763754
  nChanged 99
		SP:Iteration 20F (88101.070000 sec): 3 clusters
  Score: Raw -5340996.602449 + Penalty 5189.727599 = -5335806.874850
  nChanged 97
		SP:Iteration 21Q (88101.540000 sec): 3 clusters
  Score: Raw -5341079.371622 + Penalty 5189.727599 = -5335889.644023
  nChanged 105
		SP:Iteration 22Q (88101.970000 sec): 3 clusters
  Score: Raw -5341138.121353 + Penalty 5189.727599 = -5335948.393754
  nChanged 78
		SP:Iteration 23Q (88102.340000 sec): 3 clusters
  Score: Raw -5341168.679433 + Penalty 5189.727599 = -5335978.951834
  nChanged 53
		SP:Iteration 24Q (88102.740000 sec): 3 clusters
  Score: Raw -5341188.641065 + Penalty 5189.727599 = -5335998.913466
  nChanged 48
		SP:Iteration 25Q (88103.190000 sec): 3 clusters
  Score: Raw -5341205.702240 + Penalty 5189.727599 = -5336015.974641
  nChanged 43
		SP:Iteration 26Q (88103.630000 sec): 3 clusters
  Score: Raw -5341218.676633 + Penalty 5189.727599 = -5336028.949035
  nChanged 30
		SP:Iteration 27Q (88103.990000 sec): 3 clusters
  Score: Raw -5341227.713397 + Penalty 5189.727599 = -5336037.985798
  nChanged 25
		SP:Iteration 28Q (88104.370000 sec): 3 clusters
  Score: Raw -5341236.289240 + Penalty 5189.727599 = -5336046.561641
  nChanged 24
		SP:Iteration 29Q (88104.820000 sec): 3 clusters
  Score: Raw -5341242.809057 + Penalty 5189.727599 = -5336053.081458
  nChanged 17
		SP:Iteration 30Q (88105.170000 sec): 3 clusters
  Score: Raw -5341247.269394 + Penalty 5189.727599 = -5336057.541795
  nChanged 13
		SP:Iteration 31Q (88105.590000 sec): 3 clusters
  Score: Raw -5341251.148662 + Penalty 5189.727599 = -5336061.421063
  nChanged 10
		SP:Iteration 32Q (88105.990000 sec): 3 clusters
  Score: Raw -5341253.975414 + Penalty 5189.727599 = -5336064.247815
  nChanged 10
		SP:Iteration 33Q (88106.410000 sec): 3 clusters
  Score: Raw -5341256.658305 + Penalty 5189.727599 = -5336066.930706
  nChanged 9
		SP:Iteration 34Q (88106.770000 sec): 3 clusters
  Score: Raw -5341259.654118 + Penalty 5189.727599 = -5336069.926519
  nChanged 8
		SP:Iteration 35Q (88107.150000 sec): 3 clusters
  Score: Raw -5341262.107575 + Penalty 5189.727599 = -5336072.379976
  nChanged 11
		SP:Iteration 36Q (88107.570000 sec): 3 clusters
  Score: Raw -5341264.873045 + Penalty 5189.727599 = -5336075.145447
  nChanged 11
		SP:Iteration 37Q (88107.990000 sec): 3 clusters
  Score: Raw -5341268.261636 + Penalty 5189.727599 = -5336078.534037
  nChanged 7
		SP:Iteration 38Q (88108.430000 sec): 3 clusters
  Score: Raw -5341270.298426 + Penalty 5189.727599 = -5336080.570827
  nChanged 6
		SP:Iteration 39Q (88108.890000 sec): 3 clusters
  Score: Raw -5341271.438465 + Penalty 5189.727599 = -5336081.710866
  nChanged 4
		SP:Iteration 40F (88109.380000 sec): 3 clusters
  Score: Raw -5341272.573396 + Penalty 5189.727599 = -5336082.845797
  nChanged 5
		SP:Iteration 41Q (88109.760000 sec): 3 clusters
  Score: Raw -5341273.491896 + Penalty 5189.727599 = -5336083.764297
  nChanged 4
		SP:Iteration 42Q (88110.150000 sec): 3 clusters
  Score: Raw -5341274.211260 + Penalty 5189.727599 = -5336084.483661
  nChanged 1
		SP:Iteration 43Q (88110.650000 sec): 3 clusters
  Score: Raw -5341274.440338 + Penalty 5189.727599 = -5336084.712739
  nChanged 3
		SP:Iteration 44Q (88111.140000 sec): 3 clusters
  Score: Raw -5341275.031642 + Penalty 5189.727599 = -5336085.304043
  nChanged 3
		SP:Iteration 45Q (88111.540000 sec): 3 clusters
  Score: Raw -5341275.702389 + Penalty 5189.727599 = -5336085.974790
  nChanged 0
		SP:Iteration 46F (88111.960000 sec): 3 clusters
  Score: Raw -5341275.702389 + Penalty 5189.727599 = -5336085.974790
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (1173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88112.080000 sec): 2 clusters
  Score: Raw -173164.523629 + Penalty 1752.695322 = -171411.828307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88112.210000 sec): 3 clusters
  Score: Raw -172959.957225 + Penalty 3505.390645 = -169454.566580
  nChanged 347
		SP:Iteration 1F (88112.380000 sec): 3 clusters
  Score: Raw -173508.888247 + Penalty 3505.390645 = -170003.497602
  nChanged 110
		SP:Iteration 2F (88112.520000 sec): 3 clusters
  Score: Raw -173753.098698 + Penalty 3505.390645 = -170247.708053
  nChanged 75
		SP:Iteration 3F (88112.640000 sec): 3 clusters
  Score: Raw -173958.080170 + Penalty 3505.390645 = -170452.689525
  nChanged 59
		SP:Iteration 4F (88112.800000 sec): 3 clusters
  Score: Raw -174092.297551 + Penalty 3505.390645 = -170586.906906
  nChanged 32
		SP:Iteration 5Q (88112.940000 sec): 3 clusters
  Score: Raw -174141.378443 + Penalty 3505.390645 = -170635.987798
  nChanged 21
		SP:Iteration 6Q (88113.090000 sec): 3 clusters
  Score: Raw -174168.134875 + Penalty 3505.390645 = -170662.744231
  nChanged 11
		SP:Iteration 7Q (88113.190000 sec): 3 clusters
  Score: Raw -174185.021959 + Penalty 3505.390645 = -170679.631314
  nChanged 8
		SP:Iteration 8Q (88113.340000 sec): 3 clusters
  Score: Raw -174197.688670 + Penalty 3505.390645 = -170692.298025
  nChanged 9
		SP:Iteration 9Q (88113.490000 sec): 3 clusters
  Score: Raw -174216.584415 + Penalty 3505.390645 = -170711.193770
  nChanged 7
		SP:Iteration 10Q (88113.660000 sec): 3 clusters
  Score: Raw -174222.327997 + Penalty 3505.390645 = -170716.937352
  nChanged 5
		SP:Iteration 11Q (88113.850000 sec): 3 clusters
  Score: Raw -174225.643503 + Penalty 3505.390645 = -170720.252858
  nChanged 1
		SP:Iteration 12Q (88114.000000 sec): 3 clusters
  Score: Raw -174226.031996 + Penalty 3505.390645 = -170720.641351
  nChanged 0
		SP:Iteration 13F (88114.220000 sec): 3 clusters
  Score: Raw -174226.031996 + Penalty 3505.390645 = -170720.641351
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (290262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88116.050000 sec): 2 clusters
  Score: Raw -46323128.476198 + Penalty 3119.477732 = -46320008.998466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88118.210000 sec): 3 clusters
  Score: Raw -46130787.917319 + Penalty 6238.955464 = -46124548.961855
  nChanged 140885
		SP:Iteration 1F (88120.200000 sec): 3 clusters
  Score: Raw -46214643.268920 + Penalty 6238.955464 = -46208404.313456
  nChanged 7721
		SP:Iteration 2Q (88122.700000 sec): 3 clusters
  Score: Raw -46216159.206659 + Penalty 6238.955464 = -46209920.251195
  nChanged 8123
		SP:Iteration 3Q (88125.120000 sec): 3 clusters
  Score: Raw -46217985.063310 + Penalty 6238.955464 = -46211746.107846
  nChanged 8890
		SP:Iteration 4Q (88127.540000 sec): 3 clusters
  Score: Raw -46220306.051315 + Penalty 6238.955464 = -46214067.095851
  nChanged 10081
		SP:Iteration 5Q (88130.060000 sec): 3 clusters
  Score: Raw -46223420.588313 + Penalty 6238.955464 = -46217181.632849
  nChanged 11418
		SP:Iteration 6Q (88132.490000 sec): 3 clusters
  Score: Raw -46227607.158401 + Penalty 6238.955464 = -46221368.202937
  nChanged 12992
		SP:Iteration 7Q (88135.020000 sec): 3 clusters
  Score: Raw -46233356.074728 + Penalty 6238.955464 = -46227117.119264
  nChanged 14952
		SP:Iteration 8F (88137.190000 sec): 3 clusters
  Score: Raw -46241442.384750 + Penalty 6238.955464 = -46235203.429286
  nChanged 16748
		SP:Iteration 9F (88139.350000 sec): 3 clusters
  Score: Raw -46251831.147375 + Penalty 6238.955464 = -46245592.191911
  nChanged 16951
		SP:Iteration 10F (88141.480000 sec): 3 clusters
  Score: Raw -46262569.366146 + Penalty 6238.955464 = -46256330.410682
  nChanged 14876
		SP:Iteration 11F (88143.730000 sec): 3 clusters
  Score: Raw -46270162.669904 + Penalty 6238.955464 = -46263923.714439
  nChanged 10658
		SP:Iteration 12Q (88145.980000 sec): 3 clusters
  Score: Raw -46273612.248054 + Penalty 6238.955464 = -46267373.292590
  nChanged 6422
		SP:Iteration 13Q (88148.170000 sec): 3 clusters
  Score: Raw -46274820.738295 + Penalty 6238.955464 = -46268581.782830
  nChanged 3656
		SP:Iteration 14Q (88150.570000 sec): 3 clusters
  Score: Raw -46275338.143584 + Penalty 6238.955464 = -46269099.188120
  nChanged 2516
		SP:Iteration 15Q (88153.310000 sec): 3 clusters
  Score: Raw -46275681.687154 + Penalty 6238.955464 = -46269442.731690
  nChanged 2328
		SP:Iteration 16Q (88156.110000 sec): 3 clusters
  Score: Raw -46276024.316045 + Penalty 6238.955464 = -46269785.360581
  nChanged 2363
		SP:Iteration 17Q (88158.950000 sec): 3 clusters
  Score: Raw -46276386.760780 + Penalty 6238.955464 = -46270147.805316
  nChanged 2437
		SP:Iteration 18Q (88161.680000 sec): 3 clusters
  Score: Raw -46276759.271120 + Penalty 6238.955464 = -46270520.315656
  nChanged 2546
		SP:Iteration 19Q (88163.760000 sec): 3 clusters
  Score: Raw -46277163.724096 + Penalty 6238.955464 = -46270924.768632
  nChanged 2722
		SP:Iteration 20F (88165.910000 sec): 3 clusters
  Score: Raw -46277625.618590 + Penalty 6238.955464 = -46271386.663126
  nChanged 2896
		SP:Iteration 21Q (88168.280000 sec): 3 clusters
  Score: Raw -46278144.591455 + Penalty 6238.955464 = -46271905.635991
  nChanged 3006
		SP:Iteration 22Q (88170.590000 sec): 3 clusters
  Score: Raw -46278716.078743 + Penalty 6238.955464 = -46272477.123278
  nChanged 3214
		SP:Iteration 23Q (88172.930000 sec): 3 clusters
  Score: Raw -46279363.821466 + Penalty 6238.955464 = -46273124.866002
  nChanged 3433
		SP:Iteration 24Q (88175.360000 sec): 3 clusters
  Score: Raw -46280062.682456 + Penalty 6238.955464 = -46273823.726992
  nChanged 3535
		SP:Iteration 25Q (88177.630000 sec): 3 clusters
  Score: Raw -46280800.700923 + Penalty 6238.955464 = -46274561.745459
  nChanged 3720
		SP:Iteration 26Q (88179.980000 sec): 3 clusters
  Score: Raw -46281604.476751 + Penalty 6238.955464 = -46275365.521287
  nChanged 3785
		SP:Iteration 27Q (88182.150000 sec): 3 clusters
  Score: Raw -46282461.130788 + Penalty 6238.955464 = -46276222.175324
  nChanged 4022
		SP:Iteration 28Q (88184.500000 sec): 3 clusters
  Score: Raw -46283397.780991 + Penalty 6238.955464 = -46277158.825527
  nChanged 4195
		SP:Iteration 29Q (88186.760000 sec): 3 clusters
  Score: Raw -46284416.385599 + Penalty 6238.955464 = -46278177.430135
  nChanged 4310
		SP:Iteration 30Q (88188.990000 sec): 3 clusters
  Score: Raw -46285523.985765 + Penalty 6238.955464 = -46279285.030301
  nChanged 4617
		SP:Iteration 31Q (88191.190000 sec): 3 clusters
  Score: Raw -46286805.074520 + Penalty 6238.955464 = -46280566.119055
  nChanged 4794
		SP:Iteration 32Q (88193.550000 sec): 3 clusters
  Score: Raw -46288241.361470 + Penalty 6238.955464 = -46282002.406006
  nChanged 5066
		SP:Iteration 33Q (88195.880000 sec): 3 clusters
  Score: Raw -46289901.717183 + Penalty 6238.955464 = -46283662.761719
  nChanged 5160
		SP:Iteration 34Q (88198.130000 sec): 3 clusters
  Score: Raw -46291729.302187 + Penalty 6238.955464 = -46285490.346722
  nChanged 5289
		SP:Iteration 35Q (88200.290000 sec): 3 clusters
  Score: Raw -46293782.787256 + Penalty 6238.955464 = -46287543.831791
  nChanged 5471
		SP:Iteration 36Q (88202.610000 sec): 3 clusters
  Score: Raw -46296138.652452 + Penalty 6238.955464 = -46289899.696988
  nChanged 5510
		SP:Iteration 37Q (88204.740000 sec): 3 clusters
  Score: Raw -46298816.063307 + Penalty 6238.955464 = -46292577.107843
  nChanged 5594
		SP:Iteration 38Q (88206.910000 sec): 3 clusters
  Score: Raw -46301914.138327 + Penalty 6238.955464 = -46295675.182863
  nChanged 5502
		SP:Iteration 39Q (88209.000000 sec): 3 clusters
  Score: Raw -46305299.268640 + Penalty 6238.955464 = -46299060.313176
  nChanged 5017
		SP:Iteration 40F (88211.390000 sec): 3 clusters
  Score: Raw -46308619.595959 + Penalty 6238.955464 = -46302380.640494
  nChanged 4521
		SP:Iteration 41Q (88213.550000 sec): 3 clusters
  Score: Raw -46311662.396640 + Penalty 6238.955464 = -46305423.441176
  nChanged 3829
		SP:Iteration 42Q (88215.650000 sec): 3 clusters
  Score: Raw -46314227.259785 + Penalty 6238.955464 = -46307988.304321
  nChanged 3115
		SP:Iteration 43Q (88217.650000 sec): 3 clusters
  Score: Raw -46316261.117126 + Penalty 6238.955464 = -46310022.161662
  nChanged 2554
		SP:Iteration 44Q (88219.920000 sec): 3 clusters
  Score: Raw -46317837.337861 + Penalty 6238.955464 = -46311598.382397
  nChanged 2087
		SP:Iteration 45Q (88222.110000 sec): 3 clusters
  Score: Raw -46319035.292517 + Penalty 6238.955464 = -46312796.337052
  nChanged 1677
		SP:Iteration 46Q (88224.420000 sec): 3 clusters
  Score: Raw -46319920.653747 + Penalty 6238.955464 = -46313681.698282
  nChanged 1413
		SP:Iteration 47Q (88226.420000 sec): 3 clusters
  Score: Raw -46320627.720449 + Penalty 6238.955464 = -46314388.764985
  nChanged 1168
		SP:Iteration 48Q (88228.390000 sec): 3 clusters
  Score: Raw -46321168.657415 + Penalty 6238.955464 = -46314929.701951
  nChanged 965
		SP:Iteration 49Q (88230.440000 sec): 3 clusters
  Score: Raw -46321571.268447 + Penalty 6238.955464 = -46315332.312983
  nChanged 819
		SP:Iteration 50Q (88232.320000 sec): 3 clusters
  Score: Raw -46321895.281379 + Penalty 6238.955464 = -46315656.325915
  nChanged 716
		SP:Iteration 51Q (88234.440000 sec): 3 clusters
  Score: Raw -46322166.716330 + Penalty 6238.955464 = -46315927.760865
  nChanged 594
		SP:Iteration 52Q (88236.610000 sec): 3 clusters
  Score: Raw -46322385.615275 + Penalty 6238.955464 = -46316146.659811
  nChanged 505
		SP:Iteration 53Q (88238.800000 sec): 3 clusters
  Score: Raw -46322564.304518 + Penalty 6238.955464 = -46316325.349054
  nChanged 444
		SP:Iteration 54Q (88241.110000 sec): 3 clusters
  Score: Raw -46322715.144472 + Penalty 6238.955464 = -46316476.189008
  nChanged 392
		SP:Iteration 55Q (88243.700000 sec): 3 clusters
  Score: Raw -46322850.020945 + Penalty 6238.955464 = -46316611.065481
  nChanged 319
		SP:Iteration 56Q (88246.310000 sec): 3 clusters
  Score: Raw -46322955.870443 + Penalty 6238.955464 = -46316716.914979
  nChanged 265
		SP:Iteration 57Q (88248.930000 sec): 3 clusters
  Score: Raw -46323034.394916 + Penalty 6238.955464 = -46316795.439452
  nChanged 248
		SP:Iteration 58Q (88251.570000 sec): 3 clusters
  Score: Raw -46323106.001474 + Penalty 6238.955464 = -46316867.046010
  nChanged 206
		SP:Iteration 59Q (88253.500000 sec): 3 clusters
  Score: Raw -46323163.574675 + Penalty 6238.955464 = -46316924.619211
  nChanged 164
		SP:Iteration 60F (88255.720000 sec): 3 clusters
  Score: Raw -46323210.713021 + Penalty 6238.955464 = -46316971.757557
  nChanged 164
		SP:Iteration 61Q (88258.080000 sec): 3 clusters
  Score: Raw -46323260.539784 + Penalty 6238.955464 = -46317021.584319
  nChanged 156
		SP:Iteration 62Q (88260.100000 sec): 3 clusters
  Score: Raw -46323309.947422 + Penalty 6238.955464 = -46317070.991958
  nChanged 156
		SP:Iteration 63Q (88262.150000 sec): 3 clusters
  Score: Raw -46323357.845158 + Penalty 6238.955464 = -46317118.889694
  nChanged 121
		SP:Iteration 64Q (88264.090000 sec): 3 clusters
  Score: Raw -46323395.800245 + Penalty 6238.955464 = -46317156.844781
  nChanged 114
		SP:Iteration 65Q (88266.030000 sec): 3 clusters
  Score: Raw -46323427.270112 + Penalty 6238.955464 = -46317188.314647
  nChanged 95
		SP:Iteration 66Q (88268.010000 sec): 3 clusters
  Score: Raw -46323454.939243 + Penalty 6238.955464 = -46317215.983779
  nChanged 83
		SP:Iteration 67Q (88270.240000 sec): 3 clusters
  Score: Raw -46323477.292535 + Penalty 6238.955464 = -46317238.337071
  nChanged 73
		SP:Iteration 68Q (88272.400000 sec): 3 clusters
  Score: Raw -46323494.647011 + Penalty 6238.955464 = -46317255.691547
  nChanged 39
		SP:Iteration 69Q (88274.470000 sec): 3 clusters
  Score: Raw -46323503.508824 + Penalty 6238.955464 = -46317264.553360
  nChanged 32
		SP:Iteration 70Q (88276.660000 sec): 3 clusters
  Score: Raw -46323509.863082 + Penalty 6238.955464 = -46317270.907618
  nChanged 28
		SP:Iteration 71Q (88278.660000 sec): 3 clusters
  Score: Raw -46323516.625541 + Penalty 6238.955464 = -46317277.670076
  nChanged 25
		SP:Iteration 72Q (88280.640000 sec): 3 clusters
  Score: Raw -46323522.097630 + Penalty 6238.955464 = -46317283.142166
  nChanged 24
		SP:Iteration 73Q (88282.620000 sec): 3 clusters
  Score: Raw -46323526.978148 + Penalty 6238.955464 = -46317288.022684
  nChanged 23
		SP:Iteration 74Q (88284.730000 sec): 3 clusters
  Score: Raw -46323531.998791 + Penalty 6238.955464 = -46317293.043327
  nChanged 16
		SP:Iteration 75Q (88287.050000 sec): 3 clusters
  Score: Raw -46323535.285673 + Penalty 6238.955464 = -46317296.330209
  nChanged 15
		SP:Iteration 76Q (88289.140000 sec): 3 clusters
  Score: Raw -46323537.911502 + Penalty 6238.955464 = -46317298.956037
  nChanged 12
		SP:Iteration 77Q (88291.130000 sec): 3 clusters
  Score: Raw -46323540.356192 + Penalty 6238.955464 = -46317301.400728
  nChanged 11
		SP:Iteration 78Q (88293.200000 sec): 3 clusters
  Score: Raw -46323543.400668 + Penalty 6238.955464 = -46317304.445204
  nChanged 12
		SP:Iteration 79Q (88295.440000 sec): 3 clusters
  Score: Raw -46323546.238404 + Penalty 6238.955464 = -46317307.282940
  nChanged 17
		SP:Iteration 80F (88297.730000 sec): 3 clusters
  Score: Raw -46323550.030613 + Penalty 6238.955464 = -46317311.075149
  nChanged 18
		SP:Iteration 81Q (88299.800000 sec): 3 clusters
  Score: Raw -46323553.905574 + Penalty 6238.955464 = -46317314.950110
  nChanged 13
		SP:Iteration 82Q (88301.780000 sec): 3 clusters
  Score: Raw -46323556.064124 + Penalty 6238.955464 = -46317317.108659
  nChanged 9
		SP:Iteration 83Q (88303.870000 sec): 3 clusters
  Score: Raw -46323557.827438 + Penalty 6238.955464 = -46317318.871974
  nChanged 9
		SP:Iteration 84Q (88306.200000 sec): 3 clusters
  Score: Raw -46323559.757783 + Penalty 6238.955464 = -46317320.802319
  nChanged 8
		SP:Iteration 85Q (88308.370000 sec): 3 clusters
  Score: Raw -46323561.580885 + Penalty 6238.955464 = -46317322.625420
  nChanged 7
		SP:Iteration 86Q (88310.470000 sec): 3 clusters
  Score: Raw -46323563.103243 + Penalty 6238.955464 = -46317324.147779
  nChanged 5
		SP:Iteration 87Q (88312.370000 sec): 3 clusters
  Score: Raw -46323564.148265 + Penalty 6238.955464 = -46317325.192801
  nChanged 5
		SP:Iteration 88Q (88314.240000 sec): 3 clusters
  Score: Raw -46323564.938800 + Penalty 6238.955464 = -46317325.983336
  nChanged 7
		SP:Iteration 89Q (88316.440000 sec): 3 clusters
  Score: Raw -46323565.964722 + Penalty 6238.955464 = -46317327.009258
  nChanged 2
		SP:Iteration 90Q (88318.610000 sec): 3 clusters
  Score: Raw -46323566.416541 + Penalty 6238.955464 = -46317327.461076
  nChanged 3
		SP:Iteration 91Q (88320.560000 sec): 3 clusters
  Score: Raw -46323567.030822 + Penalty 6238.955464 = -46317328.075357
  nChanged 1
		SP:Iteration 92Q (88322.670000 sec): 3 clusters
  Score: Raw -46323567.162194 + Penalty 6238.955464 = -46317328.206729
  nChanged 1
		SP:Iteration 93Q (88324.750000 sec): 3 clusters
  Score: Raw -46323567.364629 + Penalty 6238.955464 = -46317328.409164
  nChanged 2
		SP:Iteration 94Q (88326.970000 sec): 3 clusters
  Score: Raw -46323567.678826 + Penalty 6238.955464 = -46317328.723362
  nChanged 2
		SP:Iteration 95Q (88329.330000 sec): 3 clusters
  Score: Raw -46323568.062478 + Penalty 6238.955464 = -46317329.107013
  nChanged 3
		SP:Iteration 96Q (88331.830000 sec): 3 clusters
  Score: Raw -46323568.726324 + Penalty 6238.955464 = -46317329.770860
  nChanged 3
		SP:Iteration 97Q (88334.430000 sec): 3 clusters
  Score: Raw -46323569.078546 + Penalty 6238.955464 = -46317330.123082
  nChanged 0
		SP:Iteration 98F (88336.930000 sec): 3 clusters
  Score: Raw -46323569.078546 + Penalty 6238.955464 = -46317330.123082
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (3627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88337.100000 sec): 2 clusters
  Score: Raw -566312.544162 + Penalty 2032.647963 = -564279.896200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88337.280000 sec): 3 clusters
  Score: Raw -564685.555508 + Penalty 4065.295925 = -560620.259583
  nChanged 1301
		SP:Iteration 1F (88337.450000 sec): 3 clusters
  Score: Raw -565639.385328 + Penalty 4065.295925 = -561574.089402
  nChanged 329
		SP:Iteration 2F (88337.630000 sec): 3 clusters
  Score: Raw -565923.188015 + Penalty 4065.295925 = -561857.892090
  nChanged 186
		SP:Iteration 3F (88337.800000 sec): 3 clusters
  Score: Raw -566084.142714 + Penalty 4065.295925 = -562018.846789
  nChanged 159
		SP:Iteration 4Q (88337.970000 sec): 3 clusters
  Score: Raw -566229.999370 + Penalty 4065.295925 = -562164.703445
  nChanged 137
		SP:Iteration 5Q (88338.150000 sec): 3 clusters
  Score: Raw -566358.235212 + Penalty 4065.295925 = -562292.939287
  nChanged 121
		SP:Iteration 6Q (88338.370000 sec): 3 clusters
  Score: Raw -566458.334356 + Penalty 4065.295925 = -562393.038431
  nChanged 98
		SP:Iteration 7Q (88338.550000 sec): 3 clusters
  Score: Raw -566559.670370 + Penalty 4065.295925 = -562494.374445
  nChanged 116
		SP:Iteration 8Q (88338.720000 sec): 3 clusters
  Score: Raw -566692.480630 + Penalty 4065.295925 = -562627.184705
  nChanged 137
		SP:Iteration 9Q (88338.890000 sec): 3 clusters
  Score: Raw -566864.559753 + Penalty 4065.295925 = -562799.263827
  nChanged 133
		SP:Iteration 10Q (88339.070000 sec): 3 clusters
  Score: Raw -567034.541060 + Penalty 4065.295925 = -562969.245135
  nChanged 179
		SP:Iteration 11Q (88339.250000 sec): 3 clusters
  Score: Raw -567219.230036 + Penalty 4065.295925 = -563153.934111
  nChanged 211
		SP:Iteration 12F (88339.420000 sec): 3 clusters
  Score: Raw -567479.530500 + Penalty 4065.295925 = -563414.234575
  nChanged 237
		SP:Iteration 13F (88339.600000 sec): 3 clusters
  Score: Raw -567767.707995 + Penalty 4065.295925 = -563702.412069
  nChanged 198
		SP:Iteration 14F (88339.770000 sec): 3 clusters
  Score: Raw -567989.778927 + Penalty 4065.295925 = -563924.483002
  nChanged 119
		SP:Iteration 15Q (88339.950000 sec): 3 clusters
  Score: Raw -568110.995699 + Penalty 4065.295925 = -564045.699774
  nChanged 64
		SP:Iteration 16Q (88340.120000 sec): 3 clusters
  Score: Raw -568167.996652 + Penalty 4065.295925 = -564102.700727
  nChanged 32
		SP:Iteration 17Q (88340.300000 sec): 3 clusters
  Score: Raw -568192.677959 + Penalty 4065.295925 = -564127.382034
  nChanged 13
		SP:Iteration 18Q (88340.470000 sec): 3 clusters
  Score: Raw -568199.169123 + Penalty 4065.295925 = -564133.873197
  nChanged 6
		SP:Iteration 19Q (88340.650000 sec): 3 clusters
  Score: Raw -568204.095940 + Penalty 4065.295925 = -564138.800015
  nChanged 10
		SP:Iteration 20F (88340.820000 sec): 3 clusters
  Score: Raw -568208.520135 + Penalty 4065.295925 = -564143.224210
  nChanged 5
		SP:Iteration 21Q (88341.000000 sec): 3 clusters
  Score: Raw -568210.369279 + Penalty 4065.295925 = -564145.073354
  nChanged 4
		SP:Iteration 22Q (88341.220000 sec): 3 clusters
  Score: Raw -568212.828591 + Penalty 4065.295925 = -564147.532666
  nChanged 3
		SP:Iteration 23Q (88341.350000 sec): 3 clusters
  Score: Raw -568214.324426 + Penalty 4065.295925 = -564149.028501
  nChanged 1
		SP:Iteration 24Q (88341.530000 sec): 3 clusters
  Score: Raw -568214.534139 + Penalty 4065.295925 = -564149.238214
  nChanged 0
		SP:Iteration 25F (88341.700000 sec): 3 clusters
  Score: Raw -568214.534139 + Penalty 4065.295925 = -564149.238214
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (37921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88342.040000 sec): 2 clusters
  Score: Raw -6023549.762272 + Penalty 2614.728561 = -6020935.033710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88342.510000 sec): 3 clusters
  Score: Raw -6000369.600524 + Penalty 5229.457122 = -5995140.143401
  nChanged 17377
		SP:Iteration 1F (88342.950000 sec): 3 clusters
  Score: Raw -6010190.317072 + Penalty 5229.457122 = -6004960.859950
  nChanged 1869
		SP:Iteration 2Q (88343.450000 sec): 3 clusters
  Score: Raw -6010913.767391 + Penalty 5229.457122 = -6005684.310269
  nChanged 1854
		SP:Iteration 3Q (88343.940000 sec): 3 clusters
  Score: Raw -6011683.848012 + Penalty 5229.457122 = -6006454.390889
  nChanged 1789
		SP:Iteration 4Q (88344.410000 sec): 3 clusters
  Score: Raw -6012501.227209 + Penalty 5229.457122 = -6007271.770087
  nChanged 1809
		SP:Iteration 5Q (88344.840000 sec): 3 clusters
  Score: Raw -6013413.727442 + Penalty 5229.457122 = -6008184.270320
  nChanged 1792
		SP:Iteration 6Q (88345.270000 sec): 3 clusters
  Score: Raw -6014264.916918 + Penalty 5229.457122 = -6009035.459796
  nChanged 1677
		SP:Iteration 7Q (88345.700000 sec): 3 clusters
  Score: Raw -6015083.769305 + Penalty 5229.457122 = -6009854.312183
  nChanged 1605
		SP:Iteration 8Q (88346.130000 sec): 3 clusters
  Score: Raw -6015825.401213 + Penalty 5229.457122 = -6010595.944091
  nChanged 1449
		SP:Iteration 9Q (88346.570000 sec): 3 clusters
  Score: Raw -6016470.272354 + Penalty 5229.457122 = -6011240.815231
  nChanged 1368
		SP:Iteration 10Q (88346.940000 sec): 3 clusters
  Score: Raw -6017018.748264 + Penalty 5229.457122 = -6011789.291141
  nChanged 1232
		SP:Iteration 11Q (88347.370000 sec): 3 clusters
  Score: Raw -6017514.318247 + Penalty 5229.457122 = -6012284.861124
  nChanged 1177
		SP:Iteration 12Q (88347.830000 sec): 3 clusters
  Score: Raw -6018016.208842 + Penalty 5229.457122 = -6012786.751719
  nChanged 1143
		SP:Iteration 13Q (88348.280000 sec): 3 clusters
  Score: Raw -6018534.735778 + Penalty 5229.457122 = -6013305.278656
  nChanged 1150
		SP:Iteration 14Q (88348.740000 sec): 3 clusters
  Score: Raw -6019125.383946 + Penalty 5229.457122 = -6013895.926823
  nChanged 1123
		SP:Iteration 15Q (88349.130000 sec): 3 clusters
  Score: Raw -6019709.525198 + Penalty 5229.457122 = -6014480.068076
  nChanged 1009
		SP:Iteration 16Q (88349.520000 sec): 3 clusters
  Score: Raw -6020250.229201 + Penalty 5229.457122 = -6015020.772079
  nChanged 940
		SP:Iteration 17Q (88349.930000 sec): 3 clusters
  Score: Raw -6020798.720450 + Penalty 5229.457122 = -6015569.263328
  nChanged 882
		SP:Iteration 18Q (88350.350000 sec): 3 clusters
  Score: Raw -6021300.101745 + Penalty 5229.457122 = -6016070.644622
  nChanged 781
		SP:Iteration 19Q (88350.750000 sec): 3 clusters
  Score: Raw -6021730.562721 + Penalty 5229.457122 = -6016501.105598
  nChanged 666
		SP:Iteration 20F (88351.160000 sec): 3 clusters
  Score: Raw -6022065.152876 + Penalty 5229.457122 = -6016835.695753
  nChanged 593
		SP:Iteration 21Q (88351.590000 sec): 3 clusters
  Score: Raw -6022348.635640 + Penalty 5229.457122 = -6017119.178517
  nChanged 545
		SP:Iteration 22Q (88352.000000 sec): 3 clusters
  Score: Raw -6022610.197081 + Penalty 5229.457122 = -6017380.739958
  nChanged 460
		SP:Iteration 23Q (88352.450000 sec): 3 clusters
  Score: Raw -6022847.131663 + Penalty 5229.457122 = -6017617.674541
  nChanged 432
		SP:Iteration 24Q (88352.810000 sec): 3 clusters
  Score: Raw -6023065.585455 + Penalty 5229.457122 = -6017836.128333
  nChanged 373
		SP:Iteration 25Q (88353.220000 sec): 3 clusters
  Score: Raw -6023247.064629 + Penalty 5229.457122 = -6018017.607507
  nChanged 281
		SP:Iteration 26Q (88353.600000 sec): 3 clusters
  Score: Raw -6023372.762660 + Penalty 5229.457122 = -6018143.305538
  nChanged 233
		SP:Iteration 27Q (88354.020000 sec): 3 clusters
  Score: Raw -6023478.147087 + Penalty 5229.457122 = -6018248.689965
  nChanged 207
		SP:Iteration 28Q (88354.410000 sec): 3 clusters
  Score: Raw -6023574.512980 + Penalty 5229.457122 = -6018345.055857
  nChanged 178
		SP:Iteration 29Q (88354.820000 sec): 3 clusters
  Score: Raw -6023669.464536 + Penalty 5229.457122 = -6018440.007414
  nChanged 167
		SP:Iteration 30Q (88355.200000 sec): 3 clusters
  Score: Raw -6023754.488450 + Penalty 5229.457122 = -6018525.031327
  nChanged 148
		SP:Iteration 31Q (88355.660000 sec): 3 clusters
  Score: Raw -6023822.725432 + Penalty 5229.457122 = -6018593.268310
  nChanged 128
		SP:Iteration 32Q (88356.060000 sec): 3 clusters
  Score: Raw -6023880.226784 + Penalty 5229.457122 = -6018650.769662
  nChanged 114
		SP:Iteration 33Q (88356.440000 sec): 3 clusters
  Score: Raw -6023937.429799 + Penalty 5229.457122 = -6018707.972677
  nChanged 106
		SP:Iteration 34Q (88356.850000 sec): 3 clusters
  Score: Raw -6023988.819315 + Penalty 5229.457122 = -6018759.362193
  nChanged 92
		SP:Iteration 35Q (88357.260000 sec): 3 clusters
  Score: Raw -6024035.330798 + Penalty 5229.457122 = -6018805.873675
  nChanged 86
		SP:Iteration 36Q (88357.650000 sec): 3 clusters
  Score: Raw -6024071.361711 + Penalty 5229.457122 = -6018841.904589
  nChanged 73
		SP:Iteration 37Q (88358.060000 sec): 3 clusters
  Score: Raw -6024100.995202 + Penalty 5229.457122 = -6018871.538080
  nChanged 51
		SP:Iteration 38Q (88358.440000 sec): 3 clusters
  Score: Raw -6024122.569084 + Penalty 5229.457122 = -6018893.111962
  nChanged 57
		SP:Iteration 39Q (88358.810000 sec): 3 clusters
  Score: Raw -6024150.899538 + Penalty 5229.457122 = -6018921.442416
  nChanged 54
		SP:Iteration 40F (88359.230000 sec): 3 clusters
  Score: Raw -6024175.282701 + Penalty 5229.457122 = -6018945.825579
  nChanged 49
		SP:Iteration 41Q (88359.600000 sec): 3 clusters
  Score: Raw -6024193.107712 + Penalty 5229.457122 = -6018963.650590
  nChanged 39
		SP:Iteration 42Q (88359.970000 sec): 3 clusters
  Score: Raw -6024209.068176 + Penalty 5229.457122 = -6018979.611054
  nChanged 38
		SP:Iteration 43Q (88360.360000 sec): 3 clusters
  Score: Raw -6024227.185388 + Penalty 5229.457122 = -6018997.728266
  nChanged 39
		SP:Iteration 44Q (88360.730000 sec): 3 clusters
  Score: Raw -6024243.130888 + Penalty 5229.457122 = -6019013.673766
  nChanged 31
		SP:Iteration 45Q (88361.130000 sec): 3 clusters
  Score: Raw -6024259.378043 + Penalty 5229.457122 = -6019029.920921
  nChanged 33
		SP:Iteration 46Q (88361.490000 sec): 3 clusters
  Score: Raw -6024277.299856 + Penalty 5229.457122 = -6019047.842734
  nChanged 33
		SP:Iteration 47Q (88361.890000 sec): 3 clusters
  Score: Raw -6024288.985733 + Penalty 5229.457122 = -6019059.528610
  nChanged 30
		SP:Iteration 48Q (88362.280000 sec): 3 clusters
  Score: Raw -6024300.343312 + Penalty 5229.457122 = -6019070.886190
  nChanged 17
		SP:Iteration 49Q (88362.660000 sec): 3 clusters
  Score: Raw -6024307.040189 + Penalty 5229.457122 = -6019077.583066
  nChanged 12
		SP:Iteration 50Q (88363.060000 sec): 3 clusters
  Score: Raw -6024311.688903 + Penalty 5229.457122 = -6019082.231781
  nChanged 12
		SP:Iteration 51Q (88363.450000 sec): 3 clusters
  Score: Raw -6024316.217362 + Penalty 5229.457122 = -6019086.760240
  nChanged 15
		SP:Iteration 52Q (88363.830000 sec): 3 clusters
  Score: Raw -6024321.839039 + Penalty 5229.457122 = -6019092.381916
  nChanged 13
		SP:Iteration 53Q (88364.220000 sec): 3 clusters
  Score: Raw -6024328.503156 + Penalty 5229.457122 = -6019099.046033
  nChanged 26
		SP:Iteration 54Q (88364.600000 sec): 3 clusters
  Score: Raw -6024339.263764 + Penalty 5229.457122 = -6019109.806641
  nChanged 21
		SP:Iteration 55Q (88364.970000 sec): 3 clusters
  Score: Raw -6024346.665290 + Penalty 5229.457122 = -6019117.208168
  nChanged 14
		SP:Iteration 56Q (88365.390000 sec): 3 clusters
  Score: Raw -6024352.740212 + Penalty 5229.457122 = -6019123.283090
  nChanged 13
		SP:Iteration 57Q (88365.790000 sec): 3 clusters
  Score: Raw -6024358.355520 + Penalty 5229.457122 = -6019128.898397
  nChanged 9
		SP:Iteration 58Q (88366.160000 sec): 3 clusters
  Score: Raw -6024361.816404 + Penalty 5229.457122 = -6019132.359281
  nChanged 7
		SP:Iteration 59Q (88366.600000 sec): 3 clusters
  Score: Raw -6024365.071089 + Penalty 5229.457122 = -6019135.613966
  nChanged 9
		SP:Iteration 60F (88367.000000 sec): 3 clusters
  Score: Raw -6024368.919741 + Penalty 5229.457122 = -6019139.462619
  nChanged 10
		SP:Iteration 61Q (88367.430000 sec): 3 clusters
  Score: Raw -6024372.945918 + Penalty 5229.457122 = -6019143.488795
  nChanged 11
		SP:Iteration 62Q (88367.830000 sec): 3 clusters
  Score: Raw -6024376.513522 + Penalty 5229.457122 = -6019147.056400
  nChanged 6
		SP:Iteration 63Q (88368.190000 sec): 3 clusters
  Score: Raw -6024377.756326 + Penalty 5229.457122 = -6019148.299203
  nChanged 0
		SP:Iteration 64F (88368.600000 sec): 3 clusters
  Score: Raw -6024377.756326 + Penalty 5229.457122 = -6019148.299203
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (21108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88368.810000 sec): 2 clusters
  Score: Raw -3316068.467241 + Penalty 2469.437034 = -3313599.030207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88369.080000 sec): 3 clusters
  Score: Raw -3303833.611655 + Penalty 4938.874068 = -3298894.737588
  nChanged 9217
		SP:Iteration 1F (88369.380000 sec): 3 clusters
  Score: Raw -3308725.917804 + Penalty 4938.874068 = -3303787.043737
  nChanged 1216
		SP:Iteration 2F (88369.700000 sec): 3 clusters
  Score: Raw -3309240.582588 + Penalty 4938.874068 = -3304301.708520
  nChanged 1108
		SP:Iteration 3F (88369.960000 sec): 3 clusters
  Score: Raw -3309734.340622 + Penalty 4938.874068 = -3304795.466555
  nChanged 1032
		SP:Iteration 4Q (88370.320000 sec): 3 clusters
  Score: Raw -3310257.356103 + Penalty 4938.874068 = -3305318.482036
  nChanged 1002
		SP:Iteration 5Q (88370.630000 sec): 3 clusters
  Score: Raw -3310823.792234 + Penalty 4938.874068 = -3305884.918167
  nChanged 1018
		SP:Iteration 6Q (88370.950000 sec): 3 clusters
  Score: Raw -3311451.904583 + Penalty 4938.874068 = -3306513.030516
  nChanged 1007
		SP:Iteration 7Q (88371.220000 sec): 3 clusters
  Score: Raw -3312113.053682 + Penalty 4938.874068 = -3307174.179614
  nChanged 938
		SP:Iteration 8Q (88371.560000 sec): 3 clusters
  Score: Raw -3312780.848999 + Penalty 4938.874068 = -3307841.974931
  nChanged 896
		SP:Iteration 9Q (88371.820000 sec): 3 clusters
  Score: Raw -3313489.760548 + Penalty 4938.874068 = -3308550.886481
  nChanged 849
		SP:Iteration 10Q (88372.140000 sec): 3 clusters
  Score: Raw -3314078.058515 + Penalty 4938.874068 = -3309139.184447
  nChanged 708
		SP:Iteration 11Q (88372.460000 sec): 3 clusters
  Score: Raw -3314490.377597 + Penalty 4938.874068 = -3309551.503529
  nChanged 573
		SP:Iteration 12Q (88372.740000 sec): 3 clusters
  Score: Raw -3314761.205330 + Penalty 4938.874068 = -3309822.331262
  nChanged 468
		SP:Iteration 13Q (88373.050000 sec): 3 clusters
  Score: Raw -3314967.253359 + Penalty 4938.874068 = -3310028.379292
  nChanged 365
		SP:Iteration 14Q (88373.330000 sec): 3 clusters
  Score: Raw -3315111.995292 + Penalty 4938.874068 = -3310173.121224
  nChanged 332
		SP:Iteration 15Q (88373.620000 sec): 3 clusters
  Score: Raw -3315249.602977 + Penalty 4938.874068 = -3310310.728909
  nChanged 293
		SP:Iteration 16Q (88373.900000 sec): 3 clusters
  Score: Raw -3315366.653897 + Penalty 4938.874068 = -3310427.779830
  nChanged 264
		SP:Iteration 17Q (88374.230000 sec): 3 clusters
  Score: Raw -3315479.842896 + Penalty 4938.874068 = -3310540.968828
  nChanged 254
		SP:Iteration 18Q (88374.500000 sec): 3 clusters
  Score: Raw -3315597.419233 + Penalty 4938.874068 = -3310658.545165
  nChanged 235
		SP:Iteration 19Q (88374.850000 sec): 3 clusters
  Score: Raw -3315700.155479 + Penalty 4938.874068 = -3310761.281411
  nChanged 202
		SP:Iteration 20F (88375.140000 sec): 3 clusters
  Score: Raw -3315788.763884 + Penalty 4938.874068 = -3310849.889816
  nChanged 191
		SP:Iteration 21Q (88375.470000 sec): 3 clusters
  Score: Raw -3315874.119630 + Penalty 4938.874068 = -3310935.245562
  nChanged 165
		SP:Iteration 22Q (88375.740000 sec): 3 clusters
  Score: Raw -3315942.603044 + Penalty 4938.874068 = -3311003.728976
  nChanged 136
		SP:Iteration 23Q (88376.020000 sec): 3 clusters
  Score: Raw -3315997.193336 + Penalty 4938.874068 = -3311058.319269
  nChanged 120
		SP:Iteration 24Q (88376.360000 sec): 3 clusters
  Score: Raw -3316050.653177 + Penalty 4938.874068 = -3311111.779110
  nChanged 107
		SP:Iteration 25Q (88376.620000 sec): 3 clusters
  Score: Raw -3316094.591225 + Penalty 4938.874068 = -3311155.717158
  nChanged 94
		SP:Iteration 26Q (88376.930000 sec): 3 clusters
  Score: Raw -3316133.065850 + Penalty 4938.874068 = -3311194.191782
  nChanged 89
		SP:Iteration 27Q (88377.260000 sec): 3 clusters
  Score: Raw -3316176.678755 + Penalty 4938.874068 = -3311237.804687
  nChanged 75
		SP:Iteration 28Q (88377.520000 sec): 3 clusters
  Score: Raw -3316207.849833 + Penalty 4938.874068 = -3311268.975766
  nChanged 67
		SP:Iteration 29Q (88377.820000 sec): 3 clusters
  Score: Raw -3316236.178722 + Penalty 4938.874068 = -3311297.304654
  nChanged 63
		SP:Iteration 30Q (88378.150000 sec): 3 clusters
  Score: Raw -3316265.403828 + Penalty 4938.874068 = -3311326.529760
  nChanged 52
		SP:Iteration 31Q (88378.440000 sec): 3 clusters
  Score: Raw -3316287.507791 + Penalty 4938.874068 = -3311348.633724
  nChanged 38
		SP:Iteration 32Q (88378.690000 sec): 3 clusters
  Score: Raw -3316300.305961 + Penalty 4938.874068 = -3311361.431893
  nChanged 26
		SP:Iteration 33Q (88378.960000 sec): 3 clusters
  Score: Raw -3316308.866106 + Penalty 4938.874068 = -3311369.992038
  nChanged 28
		SP:Iteration 34Q (88379.230000 sec): 3 clusters
  Score: Raw -3316321.374033 + Penalty 4938.874068 = -3311382.499966
  nChanged 36
		SP:Iteration 35Q (88379.550000 sec): 3 clusters
  Score: Raw -3316334.009508 + Penalty 4938.874068 = -3311395.135441
  nChanged 27
		SP:Iteration 36Q (88379.850000 sec): 3 clusters
  Score: Raw -3316344.196722 + Penalty 4938.874068 = -3311405.322654
  nChanged 27
		SP:Iteration 37Q (88380.170000 sec): 3 clusters
  Score: Raw -3316354.279422 + Penalty 4938.874068 = -3311415.405354
  nChanged 24
		SP:Iteration 38Q (88380.480000 sec): 3 clusters
  Score: Raw -3316363.885788 + Penalty 4938.874068 = -3311425.011721
  nChanged 23
		SP:Iteration 39Q (88380.770000 sec): 3 clusters
  Score: Raw -3316372.024628 + Penalty 4938.874068 = -3311433.150561
  nChanged 18
		SP:Iteration 40F (88381.080000 sec): 3 clusters
  Score: Raw -3316378.444573 + Penalty 4938.874068 = -3311439.570505
  nChanged 10
		SP:Iteration 41Q (88381.390000 sec): 3 clusters
  Score: Raw -3316383.275020 + Penalty 4938.874068 = -3311444.400952
  nChanged 15
		SP:Iteration 42Q (88381.630000 sec): 3 clusters
  Score: Raw -3316389.940420 + Penalty 4938.874068 = -3311451.066353
  nChanged 13
		SP:Iteration 43Q (88381.930000 sec): 3 clusters
  Score: Raw -3316394.430108 + Penalty 4938.874068 = -3311455.556040
  nChanged 13
		SP:Iteration 44Q (88382.210000 sec): 3 clusters
  Score: Raw -3316400.230962 + Penalty 4938.874068 = -3311461.356894
  nChanged 12
		SP:Iteration 45Q (88382.490000 sec): 3 clusters
  Score: Raw -3316404.917059 + Penalty 4938.874068 = -3311466.042992
  nChanged 11
		SP:Iteration 46Q (88382.790000 sec): 3 clusters
  Score: Raw -3316408.934006 + Penalty 4938.874068 = -3311470.059938
  nChanged 8
		SP:Iteration 47Q (88383.100000 sec): 3 clusters
  Score: Raw -3316411.938771 + Penalty 4938.874068 = -3311473.064704
  nChanged 12
		SP:Iteration 48Q (88383.350000 sec): 3 clusters
  Score: Raw -3316416.455154 + Penalty 4938.874068 = -3311477.581086
  nChanged 11
		SP:Iteration 49Q (88383.610000 sec): 3 clusters
  Score: Raw -3316419.861842 + Penalty 4938.874068 = -3311480.987774
  nChanged 11
		SP:Iteration 50Q (88383.850000 sec): 3 clusters
  Score: Raw -3316423.604656 + Penalty 4938.874068 = -3311484.730588
  nChanged 10
		SP:Iteration 51Q (88384.130000 sec): 3 clusters
  Score: Raw -3316428.168860 + Penalty 4938.874068 = -3311489.294792
  nChanged 9
		SP:Iteration 52Q (88384.430000 sec): 3 clusters
  Score: Raw -3316430.863425 + Penalty 4938.874068 = -3311491.989357
  nChanged 7
		SP:Iteration 53Q (88384.750000 sec): 3 clusters
  Score: Raw -3316433.333879 + Penalty 4938.874068 = -3311494.459812
  nChanged 2
		SP:Iteration 54Q (88385.030000 sec): 3 clusters
  Score: Raw -3316434.039528 + Penalty 4938.874068 = -3311495.165460
  nChanged 1
		SP:Iteration 55Q (88385.300000 sec): 3 clusters
  Score: Raw -3316434.376271 + Penalty 4938.874068 = -3311495.502204
  nChanged 3
		SP:Iteration 56Q (88385.570000 sec): 3 clusters
  Score: Raw -3316435.884326 + Penalty 4938.874068 = -3311497.010258
  nChanged 5
		SP:Iteration 57Q (88385.870000 sec): 3 clusters
  Score: Raw -3316437.314232 + Penalty 4938.874068 = -3311498.440164
  nChanged 6
		SP:Iteration 58Q (88386.180000 sec): 3 clusters
  Score: Raw -3316439.651691 + Penalty 4938.874068 = -3311500.777624
  nChanged 4
		SP:Iteration 59Q (88386.460000 sec): 3 clusters
  Score: Raw -3316441.103451 + Penalty 4938.874068 = -3311502.229383
  nChanged 1
		SP:Iteration 60F (88386.780000 sec): 3 clusters
  Score: Raw -3316441.318893 + Penalty 4938.874068 = -3311502.444825
  nChanged 1
		SP:Iteration 61Q (88387.020000 sec): 3 clusters
  Score: Raw -3316441.783778 + Penalty 4938.874068 = -3311502.909710
  nChanged 1
		SP:Iteration 62Q (88387.320000 sec): 3 clusters
  Score: Raw -3316442.272019 + Penalty 4938.874068 = -3311503.397952
  nChanged 3
		SP:Iteration 63Q (88387.650000 sec): 3 clusters
  Score: Raw -3316443.039710 + Penalty 4938.874068 = -3311504.165642
  nChanged 2
		SP:Iteration 64Q (88387.920000 sec): 3 clusters
  Score: Raw -3316443.769324 + Penalty 4938.874068 = -3311504.895256
  nChanged 2
		SP:Iteration 65Q (88388.210000 sec): 3 clusters
  Score: Raw -3316444.407233 + Penalty 4938.874068 = -3311505.533165
  nChanged 1
		SP:Iteration 66Q (88388.500000 sec): 3 clusters
  Score: Raw -3316444.777343 + Penalty 4938.874068 = -3311505.903276
  nChanged 4
		SP:Iteration 67Q (88388.810000 sec): 3 clusters
  Score: Raw -3316446.520820 + Penalty 4938.874068 = -3311507.646753
  nChanged 4
		SP:Iteration 68Q (88389.080000 sec): 3 clusters
  Score: Raw -3316447.607192 + Penalty 4938.874068 = -3311508.733124
  nChanged 1
		SP:Iteration 69Q (88389.370000 sec): 3 clusters
  Score: Raw -3316447.769099 + Penalty 4938.874068 = -3311508.895031
  nChanged 1
		SP:Iteration 70Q (88389.680000 sec): 3 clusters
  Score: Raw -3316448.082334 + Penalty 4938.874068 = -3311509.208267
  nChanged 0
		SP:Iteration 71F (88389.960000 sec): 3 clusters
  Score: Raw -3316448.082334 + Penalty 4938.874068 = -3311509.208267
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (14562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88390.120000 sec): 2 clusters
  Score: Raw -2179646.721776 + Penalty 2377.370327 = -2177269.351448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88390.390000 sec): 3 clusters
  Score: Raw -2171562.466048 + Penalty 4754.740655 = -2166807.725393
  nChanged 6214
		SP:Iteration 1F (88390.630000 sec): 3 clusters
  Score: Raw -2175241.528064 + Penalty 4754.740655 = -2170486.787409
  nChanged 1116
		SP:Iteration 2F (88390.880000 sec): 3 clusters
  Score: Raw -2175953.377213 + Penalty 4754.740655 = -2171198.636559
  nChanged 1041
		SP:Iteration 3F (88391.170000 sec): 3 clusters
  Score: Raw -2176645.095403 + Penalty 4754.740655 = -2171890.354748
  nChanged 949
		SP:Iteration 4F (88391.450000 sec): 3 clusters
  Score: Raw -2177236.508764 + Penalty 4754.740655 = -2172481.768109
  nChanged 797
		SP:Iteration 5F (88391.710000 sec): 3 clusters
  Score: Raw -2177685.589462 + Penalty 4754.740655 = -2172930.848808
  nChanged 665
		SP:Iteration 6Q (88391.940000 sec): 3 clusters
  Score: Raw -2178043.744994 + Penalty 4754.740655 = -2173289.004339
  nChanged 572
		SP:Iteration 7Q (88392.220000 sec): 3 clusters
  Score: Raw -2178343.047259 + Penalty 4754.740655 = -2173588.306605
  nChanged 461
		SP:Iteration 8Q (88392.520000 sec): 3 clusters
  Score: Raw -2178603.470215 + Penalty 4754.740655 = -2173848.729560
  nChanged 419
		SP:Iteration 9Q (88392.780000 sec): 3 clusters
  Score: Raw -2178826.930163 + Penalty 4754.740655 = -2174072.189509
  nChanged 372
		SP:Iteration 10Q (88392.990000 sec): 3 clusters
  Score: Raw -2179041.348617 + Penalty 4754.740655 = -2174286.607962
  nChanged 333
		SP:Iteration 11Q (88393.230000 sec): 3 clusters
  Score: Raw -2179236.613377 + Penalty 4754.740655 = -2174481.872722
  nChanged 303
		SP:Iteration 12Q (88393.520000 sec): 3 clusters
  Score: Raw -2179400.164454 + Penalty 4754.740655 = -2174645.423799
  nChanged 269
		SP:Iteration 13Q (88393.810000 sec): 3 clusters
  Score: Raw -2179559.432767 + Penalty 4754.740655 = -2174804.692112
  nChanged 272
		SP:Iteration 14Q (88394.060000 sec): 3 clusters
  Score: Raw -2179704.627896 + Penalty 4754.740655 = -2174949.887241
  nChanged 225
		SP:Iteration 15Q (88394.290000 sec): 3 clusters
  Score: Raw -2179825.523673 + Penalty 4754.740655 = -2175070.783018
  nChanged 194
		SP:Iteration 16Q (88394.530000 sec): 3 clusters
  Score: Raw -2179931.377164 + Penalty 4754.740655 = -2175176.636509
  nChanged 160
		SP:Iteration 17Q (88394.740000 sec): 3 clusters
  Score: Raw -2180024.973641 + Penalty 4754.740655 = -2175270.232987
  nChanged 143
		SP:Iteration 18Q (88394.930000 sec): 3 clusters
  Score: Raw -2180091.928103 + Penalty 4754.740655 = -2175337.187448
  nChanged 110
		SP:Iteration 19Q (88395.160000 sec): 3 clusters
  Score: Raw -2180145.493418 + Penalty 4754.740655 = -2175390.752763
  nChanged 88
		SP:Iteration 20F (88395.430000 sec): 3 clusters
  Score: Raw -2180198.671148 + Penalty 4754.740655 = -2175443.930494
  nChanged 80
		SP:Iteration 21Q (88395.680000 sec): 3 clusters
  Score: Raw -2180242.520617 + Penalty 4754.740655 = -2175487.779962
  nChanged 72
		SP:Iteration 22Q (88395.980000 sec): 3 clusters
  Score: Raw -2180278.814927 + Penalty 4754.740655 = -2175524.074273
  nChanged 66
		SP:Iteration 23Q (88396.250000 sec): 3 clusters
  Score: Raw -2180316.250153 + Penalty 4754.740655 = -2175561.509498
  nChanged 59
		SP:Iteration 24Q (88396.450000 sec): 3 clusters
  Score: Raw -2180346.189361 + Penalty 4754.740655 = -2175591.448706
  nChanged 51
		SP:Iteration 25Q (88396.700000 sec): 3 clusters
  Score: Raw -2180368.221354 + Penalty 4754.740655 = -2175613.480699
  nChanged 45
		SP:Iteration 26Q (88396.980000 sec): 3 clusters
  Score: Raw -2180391.035776 + Penalty 4754.740655 = -2175636.295121
  nChanged 44
		SP:Iteration 27Q (88397.210000 sec): 3 clusters
  Score: Raw -2180411.675093 + Penalty 4754.740655 = -2175656.934439
  nChanged 49
		SP:Iteration 28Q (88397.450000 sec): 3 clusters
  Score: Raw -2180433.544021 + Penalty 4754.740655 = -2175678.803366
  nChanged 45
		SP:Iteration 29Q (88397.670000 sec): 3 clusters
  Score: Raw -2180458.702873 + Penalty 4754.740655 = -2175703.962219
  nChanged 45
		SP:Iteration 30Q (88397.900000 sec): 3 clusters
  Score: Raw -2180480.489679 + Penalty 4754.740655 = -2175725.749024
  nChanged 38
		SP:Iteration 31Q (88398.090000 sec): 3 clusters
  Score: Raw -2180497.295469 + Penalty 4754.740655 = -2175742.554814
  nChanged 27
		SP:Iteration 32Q (88398.320000 sec): 3 clusters
  Score: Raw -2180511.076585 + Penalty 4754.740655 = -2175756.335930
  nChanged 28
		SP:Iteration 33Q (88398.530000 sec): 3 clusters
  Score: Raw -2180524.957234 + Penalty 4754.740655 = -2175770.216579
  nChanged 22
		SP:Iteration 34Q (88398.760000 sec): 3 clusters
  Score: Raw -2180532.019480 + Penalty 4754.740655 = -2175777.278826
  nChanged 15
		SP:Iteration 35Q (88398.970000 sec): 3 clusters
  Score: Raw -2180537.875578 + Penalty 4754.740655 = -2175783.134924
  nChanged 14
		SP:Iteration 36Q (88399.180000 sec): 3 clusters
  Score: Raw -2180544.526438 + Penalty 4754.740655 = -2175789.785783
  nChanged 14
		SP:Iteration 37Q (88399.410000 sec): 3 clusters
  Score: Raw -2180550.808553 + Penalty 4754.740655 = -2175796.067898
  nChanged 21
		SP:Iteration 38Q (88399.670000 sec): 3 clusters
  Score: Raw -2180559.233087 + Penalty 4754.740655 = -2175804.492432
  nChanged 8
		SP:Iteration 39Q (88399.880000 sec): 3 clusters
  Score: Raw -2180562.735273 + Penalty 4754.740655 = -2175807.994618
  nChanged 11
		SP:Iteration 40F (88400.120000 sec): 3 clusters
  Score: Raw -2180568.254360 + Penalty 4754.740655 = -2175813.513706
  nChanged 12
		SP:Iteration 41Q (88400.340000 sec): 3 clusters
  Score: Raw -2180573.102901 + Penalty 4754.740655 = -2175818.362246
  nChanged 11
		SP:Iteration 42Q (88400.560000 sec): 3 clusters
  Score: Raw -2180577.325163 + Penalty 4754.740655 = -2175822.584508
  nChanged 7
		SP:Iteration 43Q (88400.830000 sec): 3 clusters
  Score: Raw -2180580.792604 + Penalty 4754.740655 = -2175826.051949
  nChanged 9
		SP:Iteration 44Q (88401.060000 sec): 3 clusters
  Score: Raw -2180585.837977 + Penalty 4754.740655 = -2175831.097322
  nChanged 11
		SP:Iteration 45Q (88401.340000 sec): 3 clusters
  Score: Raw -2180591.244041 + Penalty 4754.740655 = -2175836.503386
  nChanged 9
		SP:Iteration 46Q (88401.550000 sec): 3 clusters
  Score: Raw -2180594.467053 + Penalty 4754.740655 = -2175839.726399
  nChanged 7
		SP:Iteration 47Q (88401.770000 sec): 3 clusters
  Score: Raw -2180596.647328 + Penalty 4754.740655 = -2175841.906674
  nChanged 1
		SP:Iteration 48Q (88402.000000 sec): 3 clusters
  Score: Raw -2180596.800369 + Penalty 4754.740655 = -2175842.059714
  nChanged 2
		SP:Iteration 49Q (88402.220000 sec): 3 clusters
  Score: Raw -2180598.106224 + Penalty 4754.740655 = -2175843.365569
  nChanged 2
		SP:Iteration 50Q (88402.440000 sec): 3 clusters
  Score: Raw -2180599.396298 + Penalty 4754.740655 = -2175844.655643
  nChanged 3
		SP:Iteration 51Q (88402.650000 sec): 3 clusters
  Score: Raw -2180600.219179 + Penalty 4754.740655 = -2175845.478524
  nChanged 4
		SP:Iteration 52Q (88402.860000 sec): 3 clusters
  Score: Raw -2180602.300061 + Penalty 4754.740655 = -2175847.559406
  nChanged 3
		SP:Iteration 53Q (88403.100000 sec): 3 clusters
  Score: Raw -2180602.958671 + Penalty 4754.740655 = -2175848.218016
  nChanged 1
		SP:Iteration 54Q (88403.310000 sec): 3 clusters
  Score: Raw -2180603.250593 + Penalty 4754.740655 = -2175848.509938
  nChanged 2
		SP:Iteration 55Q (88403.570000 sec): 3 clusters
  Score: Raw -2180603.756894 + Penalty 4754.740655 = -2175849.016239
  nChanged 2
		SP:Iteration 56Q (88403.770000 sec): 3 clusters
  Score: Raw -2180604.122128 + Penalty 4754.740655 = -2175849.381474
  nChanged 1
		SP:Iteration 57Q (88404.010000 sec): 3 clusters
  Score: Raw -2180604.661569 + Penalty 4754.740655 = -2175849.920914
  nChanged 1
		SP:Iteration 58Q (88404.230000 sec): 3 clusters
  Score: Raw -2180604.887053 + Penalty 4754.740655 = -2175850.146398
  nChanged 1
		SP:Iteration 59Q (88404.390000 sec): 3 clusters
  Score: Raw -2180605.113768 + Penalty 4754.740655 = -2175850.373113
  nChanged 0
		SP:Iteration 60F (88404.620000 sec): 3 clusters
  Score: Raw -2180605.113768 + Penalty 4754.740655 = -2175850.373113
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (10296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88404.750000 sec): 2 clusters
  Score: Raw -1587630.275692 + Penalty 2291.398666 = -1585338.877026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88404.910000 sec): 3 clusters
  Score: Raw -1582157.760624 + Penalty 4582.797332 = -1577574.963292
  nChanged 4179
		SP:Iteration 1F (88405.100000 sec): 3 clusters
  Score: Raw -1584442.581789 + Penalty 4582.797332 = -1579859.784458
  nChanged 717
		SP:Iteration 2F (88405.290000 sec): 3 clusters
  Score: Raw -1584839.278873 + Penalty 4582.797332 = -1580256.481541
  nChanged 563
		SP:Iteration 3F (88405.500000 sec): 3 clusters
  Score: Raw -1585106.874449 + Penalty 4582.797332 = -1580524.077118
  nChanged 458
		SP:Iteration 4Q (88405.670000 sec): 3 clusters
  Score: Raw -1585328.774574 + Penalty 4582.797332 = -1580745.977242
  nChanged 414
		SP:Iteration 5Q (88405.840000 sec): 3 clusters
  Score: Raw -1585525.889913 + Penalty 4582.797332 = -1580943.092582
  nChanged 382
		SP:Iteration 6Q (88405.980000 sec): 3 clusters
  Score: Raw -1585704.703522 + Penalty 4582.797332 = -1581121.906190
  nChanged 358
		SP:Iteration 7Q (88406.170000 sec): 3 clusters
  Score: Raw -1585856.022001 + Penalty 4582.797332 = -1581273.224669
  nChanged 310
		SP:Iteration 8Q (88406.300000 sec): 3 clusters
  Score: Raw -1585991.053683 + Penalty 4582.797332 = -1581408.256351
  nChanged 326
		SP:Iteration 9Q (88406.440000 sec): 3 clusters
  Score: Raw -1586148.041037 + Penalty 4582.797332 = -1581565.243705
  nChanged 309
		SP:Iteration 10Q (88406.590000 sec): 3 clusters
  Score: Raw -1586306.426278 + Penalty 4582.797332 = -1581723.628946
  nChanged 333
		SP:Iteration 11Q (88406.750000 sec): 3 clusters
  Score: Raw -1586483.783405 + Penalty 4582.797332 = -1581900.986074
  nChanged 288
		SP:Iteration 12Q (88406.940000 sec): 3 clusters
  Score: Raw -1586631.002511 + Penalty 4582.797332 = -1582048.205180
  nChanged 253
		SP:Iteration 13Q (88407.080000 sec): 3 clusters
  Score: Raw -1586770.408295 + Penalty 4582.797332 = -1582187.610963
  nChanged 252
		SP:Iteration 14Q (88407.230000 sec): 3 clusters
  Score: Raw -1586901.442578 + Penalty 4582.797332 = -1582318.645246
  nChanged 221
		SP:Iteration 15Q (88407.390000 sec): 3 clusters
  Score: Raw -1587011.111133 + Penalty 4582.797332 = -1582428.313802
  nChanged 219
		SP:Iteration 16Q (88407.530000 sec): 3 clusters
  Score: Raw -1587131.882498 + Penalty 4582.797332 = -1582549.085166
  nChanged 191
		SP:Iteration 17Q (88407.690000 sec): 3 clusters
  Score: Raw -1587231.875609 + Penalty 4582.797332 = -1582649.078277
  nChanged 179
		SP:Iteration 18Q (88407.820000 sec): 3 clusters
  Score: Raw -1587328.561100 + Penalty 4582.797332 = -1582745.763768
  nChanged 162
		SP:Iteration 19Q (88407.980000 sec): 3 clusters
  Score: Raw -1587417.201241 + Penalty 4582.797332 = -1582834.403910
  nChanged 132
		SP:Iteration 20F (88408.120000 sec): 3 clusters
  Score: Raw -1587483.553264 + Penalty 4582.797332 = -1582900.755932
  nChanged 129
		SP:Iteration 21Q (88408.260000 sec): 3 clusters
  Score: Raw -1587550.240936 + Penalty 4582.797332 = -1582967.443604
  nChanged 134
		SP:Iteration 22Q (88408.460000 sec): 3 clusters
  Score: Raw -1587614.625950 + Penalty 4582.797332 = -1583031.828619
  nChanged 102
		SP:Iteration 23Q (88408.590000 sec): 3 clusters
  Score: Raw -1587659.161291 + Penalty 4582.797332 = -1583076.363960
  nChanged 94
		SP:Iteration 24Q (88408.730000 sec): 3 clusters
  Score: Raw -1587704.634458 + Penalty 4582.797332 = -1583121.837126
  nChanged 91
		SP:Iteration 25Q (88408.860000 sec): 3 clusters
  Score: Raw -1587747.694707 + Penalty 4582.797332 = -1583164.897376
  nChanged 87
		SP:Iteration 26Q (88409.000000 sec): 3 clusters
  Score: Raw -1587780.856713 + Penalty 4582.797332 = -1583198.059381
  nChanged 73
		SP:Iteration 27Q (88409.130000 sec): 3 clusters
  Score: Raw -1587805.587506 + Penalty 4582.797332 = -1583222.790175
  nChanged 49
		SP:Iteration 28Q (88409.260000 sec): 3 clusters
  Score: Raw -1587821.240400 + Penalty 4582.797332 = -1583238.443068
  nChanged 45
		SP:Iteration 29Q (88409.400000 sec): 3 clusters
  Score: Raw -1587839.555957 + Penalty 4582.797332 = -1583256.758626
  nChanged 47
		SP:Iteration 30Q (88409.530000 sec): 3 clusters
  Score: Raw -1587855.351131 + Penalty 4582.797332 = -1583272.553799
  nChanged 47
		SP:Iteration 31Q (88409.660000 sec): 3 clusters
  Score: Raw -1587874.461351 + Penalty 4582.797332 = -1583291.664019
  nChanged 45
		SP:Iteration 32Q (88409.840000 sec): 3 clusters
  Score: Raw -1587893.375891 + Penalty 4582.797332 = -1583310.578559
  nChanged 50
		SP:Iteration 33Q (88409.980000 sec): 3 clusters
  Score: Raw -1587914.506204 + Penalty 4582.797332 = -1583331.708873
  nChanged 38
		SP:Iteration 34Q (88410.120000 sec): 3 clusters
  Score: Raw -1587929.240928 + Penalty 4582.797332 = -1583346.443596
  nChanged 43
		SP:Iteration 35Q (88410.280000 sec): 3 clusters
  Score: Raw -1587943.191833 + Penalty 4582.797332 = -1583360.394501
  nChanged 39
		SP:Iteration 36Q (88410.410000 sec): 3 clusters
  Score: Raw -1587956.230022 + Penalty 4582.797332 = -1583373.432690
  nChanged 34
		SP:Iteration 37Q (88410.580000 sec): 3 clusters
  Score: Raw -1587967.033056 + Penalty 4582.797332 = -1583384.235725
  nChanged 28
		SP:Iteration 38Q (88410.770000 sec): 3 clusters
  Score: Raw -1587974.114580 + Penalty 4582.797332 = -1583391.317248
  nChanged 17
		SP:Iteration 39Q (88410.980000 sec): 3 clusters
  Score: Raw -1587977.333705 + Penalty 4582.797332 = -1583394.536373
  nChanged 12
		SP:Iteration 40F (88411.200000 sec): 3 clusters
  Score: Raw -1587980.950252 + Penalty 4582.797332 = -1583398.152920
  nChanged 13
		SP:Iteration 41Q (88411.360000 sec): 3 clusters
  Score: Raw -1587984.683672 + Penalty 4582.797332 = -1583401.886340
  nChanged 21
		SP:Iteration 42Q (88411.540000 sec): 3 clusters
  Score: Raw -1587991.434218 + Penalty 4582.797332 = -1583408.636886
  nChanged 22
		SP:Iteration 43Q (88411.720000 sec): 3 clusters
  Score: Raw -1587996.962723 + Penalty 4582.797332 = -1583414.165391
  nChanged 23
		SP:Iteration 44Q (88411.900000 sec): 3 clusters
  Score: Raw -1588003.055151 + Penalty 4582.797332 = -1583420.257820
  nChanged 21
		SP:Iteration 45Q (88412.110000 sec): 3 clusters
  Score: Raw -1588011.706346 + Penalty 4582.797332 = -1583428.909014
  nChanged 24
		SP:Iteration 46Q (88412.280000 sec): 3 clusters
  Score: Raw -1588020.330980 + Penalty 4582.797332 = -1583437.533649
  nChanged 21
		SP:Iteration 47Q (88412.520000 sec): 3 clusters
  Score: Raw -1588025.643950 + Penalty 4582.797332 = -1583442.846618
  nChanged 14
		SP:Iteration 48Q (88412.710000 sec): 3 clusters
  Score: Raw -1588030.464165 + Penalty 4582.797332 = -1583447.666833
  nChanged 9
		SP:Iteration 49Q (88412.910000 sec): 3 clusters
  Score: Raw -1588033.418933 + Penalty 4582.797332 = -1583450.621601
  nChanged 13
		SP:Iteration 50Q (88413.150000 sec): 3 clusters
  Score: Raw -1588037.190908 + Penalty 4582.797332 = -1583454.393576
  nChanged 14
		SP:Iteration 51Q (88413.320000 sec): 3 clusters
  Score: Raw -1588040.657572 + Penalty 4582.797332 = -1583457.860241
  nChanged 14
		SP:Iteration 52Q (88413.560000 sec): 3 clusters
  Score: Raw -1588044.250817 + Penalty 4582.797332 = -1583461.453485
  nChanged 10
		SP:Iteration 53Q (88413.800000 sec): 3 clusters
  Score: Raw -1588046.135352 + Penalty 4582.797332 = -1583463.338020
  nChanged 10
		SP:Iteration 54Q (88414.030000 sec): 3 clusters
  Score: Raw -1588048.626166 + Penalty 4582.797332 = -1583465.828834
  nChanged 9
		SP:Iteration 55Q (88414.260000 sec): 3 clusters
  Score: Raw -1588050.696427 + Penalty 4582.797332 = -1583467.899096
  nChanged 7
		SP:Iteration 56Q (88414.500000 sec): 3 clusters
  Score: Raw -1588051.995483 + Penalty 4582.797332 = -1583469.198151
  nChanged 2
		SP:Iteration 57Q (88414.690000 sec): 3 clusters
  Score: Raw -1588052.335029 + Penalty 4582.797332 = -1583469.537697
  nChanged 3
		SP:Iteration 58Q (88414.940000 sec): 3 clusters
  Score: Raw -1588052.822464 + Penalty 4582.797332 = -1583470.025133
  nChanged 3
		SP:Iteration 59Q (88415.140000 sec): 3 clusters
  Score: Raw -1588053.285891 + Penalty 4582.797332 = -1583470.488560
  nChanged 5
		SP:Iteration 60F (88415.330000 sec): 3 clusters
  Score: Raw -1588054.764124 + Penalty 4582.797332 = -1583471.966792
  nChanged 3
		SP:Iteration 61Q (88415.550000 sec): 3 clusters
  Score: Raw -1588055.975853 + Penalty 4582.797332 = -1583473.178521
  nChanged 8
		SP:Iteration 62Q (88415.740000 sec): 3 clusters
  Score: Raw -1588058.446571 + Penalty 4582.797332 = -1583475.649239
  nChanged 7
		SP:Iteration 63Q (88415.930000 sec): 3 clusters
  Score: Raw -1588060.725639 + Penalty 4582.797332 = -1583477.928307
  nChanged 7
		SP:Iteration 64Q (88416.170000 sec): 3 clusters
  Score: Raw -1588062.597586 + Penalty 4582.797332 = -1583479.800254
  nChanged 9
		SP:Iteration 65Q (88416.390000 sec): 3 clusters
  Score: Raw -1588066.020152 + Penalty 4582.797332 = -1583483.222820
  nChanged 13
		SP:Iteration 66Q (88416.590000 sec): 3 clusters
  Score: Raw -1588071.377663 + Penalty 4582.797332 = -1583488.580331
  nChanged 18
		SP:Iteration 67Q (88416.820000 sec): 3 clusters
  Score: Raw -1588077.121562 + Penalty 4582.797332 = -1583494.324230
  nChanged 14
		SP:Iteration 68Q (88417.030000 sec): 3 clusters
  Score: Raw -1588081.589915 + Penalty 4582.797332 = -1583498.792584
  nChanged 9
		SP:Iteration 69Q (88417.260000 sec): 3 clusters
  Score: Raw -1588084.295908 + Penalty 4582.797332 = -1583501.498576
  nChanged 10
		SP:Iteration 70Q (88417.490000 sec): 3 clusters
  Score: Raw -1588088.768717 + Penalty 4582.797332 = -1583505.971386
  nChanged 15
		SP:Iteration 71Q (88417.740000 sec): 3 clusters
  Score: Raw -1588093.654932 + Penalty 4582.797332 = -1583510.857600
  nChanged 13
		SP:Iteration 72Q (88417.940000 sec): 3 clusters
  Score: Raw -1588097.750201 + Penalty 4582.797332 = -1583514.952870
  nChanged 12
		SP:Iteration 73Q (88418.180000 sec): 3 clusters
  Score: Raw -1588101.994630 + Penalty 4582.797332 = -1583519.197298
  nChanged 11
		SP:Iteration 74Q (88418.320000 sec): 3 clusters
  Score: Raw -1588105.389483 + Penalty 4582.797332 = -1583522.592151
  nChanged 16
		SP:Iteration 75Q (88418.580000 sec): 3 clusters
  Score: Raw -1588111.489475 + Penalty 4582.797332 = -1583528.692143
  nChanged 12
		SP:Iteration 76Q (88418.750000 sec): 3 clusters
  Score: Raw -1588115.934326 + Penalty 4582.797332 = -1583533.136994
  nChanged 15
		SP:Iteration 77Q (88419.000000 sec): 3 clusters
  Score: Raw -1588120.723739 + Penalty 4582.797332 = -1583537.926407
  nChanged 13
		SP:Iteration 78Q (88419.200000 sec): 3 clusters
  Score: Raw -1588125.988660 + Penalty 4582.797332 = -1583543.191328
  nChanged 11
		SP:Iteration 79Q (88419.390000 sec): 3 clusters
  Score: Raw -1588130.336414 + Penalty 4582.797332 = -1583547.539082
  nChanged 14
		SP:Iteration 80F (88419.570000 sec): 3 clusters
  Score: Raw -1588135.591885 + Penalty 4582.797332 = -1583552.794553
  nChanged 9
		SP:Iteration 81Q (88419.740000 sec): 3 clusters
  Score: Raw -1588138.576620 + Penalty 4582.797332 = -1583555.779289
  nChanged 9
		SP:Iteration 82Q (88419.930000 sec): 3 clusters
  Score: Raw -1588140.965823 + Penalty 4582.797332 = -1583558.168492
  nChanged 11
		SP:Iteration 83Q (88420.130000 sec): 3 clusters
  Score: Raw -1588145.470600 + Penalty 4582.797332 = -1583562.673268
  nChanged 16
		SP:Iteration 84Q (88420.350000 sec): 3 clusters
  Score: Raw -1588153.842945 + Penalty 4582.797332 = -1583571.045613
  nChanged 19
		SP:Iteration 85Q (88420.540000 sec): 3 clusters
  Score: Raw -1588162.292550 + Penalty 4582.797332 = -1583579.495218
  nChanged 11
		SP:Iteration 86Q (88420.800000 sec): 3 clusters
  Score: Raw -1588164.974896 + Penalty 4582.797332 = -1583582.177564
  nChanged 8
		SP:Iteration 87Q (88421.030000 sec): 3 clusters
  Score: Raw -1588167.150262 + Penalty 4582.797332 = -1583584.352931
  nChanged 6
		SP:Iteration 88Q (88421.230000 sec): 3 clusters
  Score: Raw -1588168.988694 + Penalty 4582.797332 = -1583586.191363
  nChanged 8
		SP:Iteration 89Q (88421.410000 sec): 3 clusters
  Score: Raw -1588171.174175 + Penalty 4582.797332 = -1583588.376843
  nChanged 7
		SP:Iteration 90Q (88421.650000 sec): 3 clusters
  Score: Raw -1588173.992634 + Penalty 4582.797332 = -1583591.195302
  nChanged 5
		SP:Iteration 91Q (88421.830000 sec): 3 clusters
  Score: Raw -1588175.325216 + Penalty 4582.797332 = -1583592.527885
  nChanged 5
		SP:Iteration 92Q (88422.010000 sec): 3 clusters
  Score: Raw -1588176.753004 + Penalty 4582.797332 = -1583593.955672
  nChanged 4
		SP:Iteration 93Q (88422.170000 sec): 3 clusters
  Score: Raw -1588178.578882 + Penalty 4582.797332 = -1583595.781550
  nChanged 4
		SP:Iteration 94Q (88422.350000 sec): 3 clusters
  Score: Raw -1588179.902847 + Penalty 4582.797332 = -1583597.105515
  nChanged 3
		SP:Iteration 95Q (88422.550000 sec): 3 clusters
  Score: Raw -1588180.757863 + Penalty 4582.797332 = -1583597.960532
  nChanged 3
		SP:Iteration 96Q (88422.730000 sec): 3 clusters
  Score: Raw -1588181.660974 + Penalty 4582.797332 = -1583598.863643
  nChanged 4
		SP:Iteration 97Q (88422.910000 sec): 3 clusters
  Score: Raw -1588182.733330 + Penalty 4582.797332 = -1583599.935999
  nChanged 4
		SP:Iteration 98Q (88423.150000 sec): 3 clusters
  Score: Raw -1588183.854147 + Penalty 4582.797332 = -1583601.056816
  nChanged 4
		SP:Iteration 99Q (88423.320000 sec): 3 clusters
  Score: Raw -1588185.527392 + Penalty 4582.797332 = -1583602.730061
  nChanged 4
		SP:Iteration 100F (88423.480000 sec): 3 clusters
  Score: Raw -1588186.636334 + Penalty 4582.797332 = -1583603.839002
  nChanged 4
		SP:Iteration 101Q (88423.710000 sec): 3 clusters
  Score: Raw -1588188.933608 + Penalty 4582.797332 = -1583606.136277
  nChanged 6
		SP:Iteration 102Q (88423.920000 sec): 3 clusters
  Score: Raw -1588192.139296 + Penalty 4582.797332 = -1583609.341964
  nChanged 6
		SP:Iteration 103Q (88424.120000 sec): 3 clusters
  Score: Raw -1588193.958084 + Penalty 4582.797332 = -1583611.160753
  nChanged 7
		SP:Iteration 104Q (88424.290000 sec): 3 clusters
  Score: Raw -1588196.642514 + Penalty 4582.797332 = -1583613.845183
  nChanged 5
		SP:Iteration 105Q (88424.440000 sec): 3 clusters
  Score: Raw -1588198.135076 + Penalty 4582.797332 = -1583615.337744
  nChanged 5
		SP:Iteration 106Q (88424.710000 sec): 3 clusters
  Score: Raw -1588199.223747 + Penalty 4582.797332 = -1583616.426416
  nChanged 3
		SP:Iteration 107Q (88424.960000 sec): 3 clusters
  Score: Raw -1588200.479624 + Penalty 4582.797332 = -1583617.682292
  nChanged 4
		SP:Iteration 108Q (88425.120000 sec): 3 clusters
  Score: Raw -1588201.701920 + Penalty 4582.797332 = -1583618.904588
  nChanged 3
		SP:Iteration 109Q (88425.350000 sec): 3 clusters
  Score: Raw -1588202.475199 + Penalty 4582.797332 = -1583619.677867
  nChanged 4
		SP:Iteration 110Q (88425.550000 sec): 3 clusters
  Score: Raw -1588203.653985 + Penalty 4582.797332 = -1583620.856653
  nChanged 5
		SP:Iteration 111Q (88425.710000 sec): 3 clusters
  Score: Raw -1588205.204815 + Penalty 4582.797332 = -1583622.407483
  nChanged 4
		SP:Iteration 112Q (88425.870000 sec): 3 clusters
  Score: Raw -1588206.822998 + Penalty 4582.797332 = -1583624.025666
  nChanged 9
		SP:Iteration 113Q (88426.050000 sec): 3 clusters
  Score: Raw -1588210.037717 + Penalty 4582.797332 = -1583627.240385
  nChanged 8
		SP:Iteration 114Q (88426.210000 sec): 3 clusters
  Score: Raw -1588213.218937 + Penalty 4582.797332 = -1583630.421605
  nChanged 7
		SP:Iteration 115Q (88426.370000 sec): 3 clusters
  Score: Raw -1588215.107182 + Penalty 4582.797332 = -1583632.309850
  nChanged 5
		SP:Iteration 116Q (88426.530000 sec): 3 clusters
  Score: Raw -1588216.811236 + Penalty 4582.797332 = -1583634.013905
  nChanged 8
		SP:Iteration 117Q (88426.730000 sec): 3 clusters
  Score: Raw -1588221.684149 + Penalty 4582.797332 = -1583638.886817
  nChanged 11
		SP:Iteration 118Q (88426.890000 sec): 3 clusters
  Score: Raw -1588228.082083 + Penalty 4582.797332 = -1583645.284751
  nChanged 12
		SP:Iteration 119Q (88427.100000 sec): 3 clusters
  Score: Raw -1588234.759251 + Penalty 4582.797332 = -1583651.961919
  nChanged 13
		SP:Iteration 120F (88427.230000 sec): 3 clusters
  Score: Raw -1588240.499963 + Penalty 4582.797332 = -1583657.702631
  nChanged 9
		SP:Iteration 121Q (88427.440000 sec): 3 clusters
  Score: Raw -1588243.802742 + Penalty 4582.797332 = -1583661.005410
  nChanged 7
		SP:Iteration 122Q (88427.650000 sec): 3 clusters
  Score: Raw -1588246.983177 + Penalty 4582.797332 = -1583664.185846
  nChanged 6
		SP:Iteration 123Q (88427.810000 sec): 3 clusters
  Score: Raw -1588249.037557 + Penalty 4582.797332 = -1583666.240226
  nChanged 2
		SP:Iteration 124Q (88428.000000 sec): 3 clusters
  Score: Raw -1588249.870673 + Penalty 4582.797332 = -1583667.073341
  nChanged 1
		SP:Iteration 125Q (88428.240000 sec): 3 clusters
  Score: Raw -1588250.268433 + Penalty 4582.797332 = -1583667.471101
  nChanged 1
		SP:Iteration 126Q (88428.410000 sec): 3 clusters
  Score: Raw -1588250.625446 + Penalty 4582.797332 = -1583667.828115
  nChanged 0
		SP:Iteration 127F (88428.570000 sec): 3 clusters
  Score: Raw -1588250.625446 + Penalty 4582.797332 = -1583667.828115
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (3899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88428.690000 sec): 2 clusters
  Score: Raw -571600.107495 + Penalty 2050.581896 = -569549.525598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88428.830000 sec): 3 clusters
  Score: Raw -569815.970356 + Penalty 4101.163793 = -565714.806563
  nChanged 1422
		SP:Iteration 1F (88429.030000 sec): 3 clusters
  Score: Raw -570812.044758 + Penalty 4101.163793 = -566710.880965
  nChanged 360
		SP:Iteration 2F (88429.180000 sec): 3 clusters
  Score: Raw -571109.254518 + Penalty 4101.163793 = -567008.090725
  nChanged 251
		SP:Iteration 3F (88429.370000 sec): 3 clusters
  Score: Raw -571338.357216 + Penalty 4101.163793 = -567237.193423
  nChanged 192
		SP:Iteration 4Q (88429.540000 sec): 3 clusters
  Score: Raw -571514.675487 + Penalty 4101.163793 = -567413.511694
  nChanged 189
		SP:Iteration 5Q (88429.720000 sec): 3 clusters
  Score: Raw -571698.207027 + Penalty 4101.163793 = -567597.043234
  nChanged 153
		SP:Iteration 6Q (88429.890000 sec): 3 clusters
  Score: Raw -571836.062315 + Penalty 4101.163793 = -567734.898522
  nChanged 114
		SP:Iteration 7Q (88430.050000 sec): 3 clusters
  Score: Raw -571928.443032 + Penalty 4101.163793 = -567827.279239
  nChanged 101
		SP:Iteration 8Q (88430.240000 sec): 3 clusters
  Score: Raw -572001.756433 + Penalty 4101.163793 = -567900.592640
  nChanged 75
		SP:Iteration 9Q (88430.380000 sec): 3 clusters
  Score: Raw -572052.923082 + Penalty 4101.163793 = -567951.759289
  nChanged 60
		SP:Iteration 10Q (88430.570000 sec): 3 clusters
  Score: Raw -572089.205416 + Penalty 4101.163793 = -567988.041623
  nChanged 53
		SP:Iteration 11Q (88430.710000 sec): 3 clusters
  Score: Raw -572127.683591 + Penalty 4101.163793 = -568026.519798
  nChanged 52
		SP:Iteration 12Q (88430.900000 sec): 3 clusters
  Score: Raw -572155.844012 + Penalty 4101.163793 = -568054.680219
  nChanged 46
		SP:Iteration 13Q (88431.090000 sec): 3 clusters
  Score: Raw -572182.759301 + Penalty 4101.163793 = -568081.595508
  nChanged 32
		SP:Iteration 14Q (88431.280000 sec): 3 clusters
  Score: Raw -572197.133432 + Penalty 4101.163793 = -568095.969639
  nChanged 25
		SP:Iteration 15Q (88431.430000 sec): 3 clusters
  Score: Raw -572208.364872 + Penalty 4101.163793 = -568107.201079
  nChanged 16
		SP:Iteration 16Q (88431.630000 sec): 3 clusters
  Score: Raw -572217.731804 + Penalty 4101.163793 = -568116.568011
  nChanged 20
		SP:Iteration 17Q (88431.790000 sec): 3 clusters
  Score: Raw -572227.239158 + Penalty 4101.163793 = -568126.075365
  nChanged 16
		SP:Iteration 18Q (88431.970000 sec): 3 clusters
  Score: Raw -572234.495781 + Penalty 4101.163793 = -568133.331988
  nChanged 14
		SP:Iteration 19Q (88432.140000 sec): 3 clusters
  Score: Raw -572241.140728 + Penalty 4101.163793 = -568139.976935
  nChanged 14
		SP:Iteration 20F (88432.300000 sec): 3 clusters
  Score: Raw -572249.936885 + Penalty 4101.163793 = -568148.773092
  nChanged 20
		SP:Iteration 21Q (88432.410000 sec): 3 clusters
  Score: Raw -572261.598077 + Penalty 4101.163793 = -568160.434284
  nChanged 17
		SP:Iteration 22Q (88432.590000 sec): 3 clusters
  Score: Raw -572269.281085 + Penalty 4101.163793 = -568168.117292
  nChanged 13
		SP:Iteration 23Q (88432.820000 sec): 3 clusters
  Score: Raw -572274.554115 + Penalty 4101.163793 = -568173.390322
  nChanged 13
		SP:Iteration 24Q (88432.980000 sec): 3 clusters
  Score: Raw -572278.730378 + Penalty 4101.163793 = -568177.566585
  nChanged 10
		SP:Iteration 25Q (88433.170000 sec): 3 clusters
  Score: Raw -572282.164427 + Penalty 4101.163793 = -568181.000634
  nChanged 8
		SP:Iteration 26Q (88433.360000 sec): 3 clusters
  Score: Raw -572286.171212 + Penalty 4101.163793 = -568185.007419
  nChanged 4
		SP:Iteration 27Q (88433.580000 sec): 3 clusters
  Score: Raw -572286.707170 + Penalty 4101.163793 = -568185.543377
  nChanged 5
		SP:Iteration 28Q (88433.780000 sec): 3 clusters
  Score: Raw -572288.803076 + Penalty 4101.163793 = -568187.639283
  nChanged 5
		SP:Iteration 29Q (88433.940000 sec): 3 clusters
  Score: Raw -572290.216783 + Penalty 4101.163793 = -568189.052990
  nChanged 3
		SP:Iteration 30Q (88434.160000 sec): 3 clusters
  Score: Raw -572291.921740 + Penalty 4101.163793 = -568190.757947
  nChanged 4
		SP:Iteration 31Q (88434.320000 sec): 3 clusters
  Score: Raw -572293.044908 + Penalty 4101.163793 = -568191.881115
  nChanged 2
		SP:Iteration 32Q (88434.480000 sec): 3 clusters
  Score: Raw -572294.061919 + Penalty 4101.163793 = -568192.898126
  nChanged 1
		SP:Iteration 33Q (88434.640000 sec): 3 clusters
  Score: Raw -572294.430663 + Penalty 4101.163793 = -568193.266870
  nChanged 1
		SP:Iteration 34Q (88434.830000 sec): 3 clusters
  Score: Raw -572295.065064 + Penalty 4101.163793 = -568193.901271
  nChanged 1
		SP:Iteration 35Q (88435.010000 sec): 3 clusters
  Score: Raw -572295.202125 + Penalty 4101.163793 = -568194.038332
  nChanged 0
		SP:Iteration 36F (88435.170000 sec): 3 clusters
  Score: Raw -572295.202125 + Penalty 4101.163793 = -568194.038332
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (75950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88435.710000 sec): 2 clusters
  Score: Raw -12323630.901428 + Penalty 2786.981966 = -12320843.919462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88436.380000 sec): 3 clusters
  Score: Raw -12275654.866996 + Penalty 5573.963932 = -12270080.903064
  nChanged 35558
		SP:Iteration 1F (88436.930000 sec): 3 clusters
  Score: Raw -12295678.503862 + Penalty 5573.963932 = -12290104.539930
  nChanged 2618
		SP:Iteration 2Q (88437.600000 sec): 3 clusters
  Score: Raw -12296267.498016 + Penalty 5573.963932 = -12290693.534084
  nChanged 2400
		SP:Iteration 3Q (88438.330000 sec): 3 clusters
  Score: Raw -12296798.964661 + Penalty 5573.963932 = -12291225.000729
  nChanged 2315
		SP:Iteration 4Q (88439.070000 sec): 3 clusters
  Score: Raw -12297356.797383 + Penalty 5573.963932 = -12291782.833451
  nChanged 2295
		SP:Iteration 5Q (88439.750000 sec): 3 clusters
  Score: Raw -12297979.817295 + Penalty 5573.963932 = -12292405.853363
  nChanged 2427
		SP:Iteration 6Q (88440.460000 sec): 3 clusters
  Score: Raw -12298705.350491 + Penalty 5573.963932 = -12293131.386559
  nChanged 2633
		SP:Iteration 7Q (88441.150000 sec): 3 clusters
  Score: Raw -12299597.647147 + Penalty 5573.963932 = -12294023.683215
  nChanged 2915
		SP:Iteration 8Q (88441.850000 sec): 3 clusters
  Score: Raw -12300796.248087 + Penalty 5573.963932 = -12295222.284155
  nChanged 3313
		SP:Iteration 9Q (88442.500000 sec): 3 clusters
  Score: Raw -12302478.054624 + Penalty 5573.963932 = -12296904.090692
  nChanged 3922
		SP:Iteration 10F (88443.100000 sec): 3 clusters
  Score: Raw -12304812.820090 + Penalty 5573.963932 = -12299238.856158
  nChanged 4362
		SP:Iteration 11F (88443.720000 sec): 3 clusters
  Score: Raw -12307887.597706 + Penalty 5573.963932 = -12302313.633774
  nChanged 4551
		SP:Iteration 12F (88444.380000 sec): 3 clusters
  Score: Raw -12311497.391726 + Penalty 5573.963932 = -12305923.427795
  nChanged 4294
		SP:Iteration 13F (88445.010000 sec): 3 clusters
  Score: Raw -12314611.601702 + Penalty 5573.963932 = -12309037.637770
  nChanged 3407
		SP:Iteration 14Q (88445.710000 sec): 3 clusters
  Score: Raw -12316637.838814 + Penalty 5573.963932 = -12311063.874882
  nChanged 2524
		SP:Iteration 15Q (88446.370000 sec): 3 clusters
  Score: Raw -12318117.191940 + Penalty 5573.963932 = -12312543.228008
  nChanged 2170
		SP:Iteration 16Q (88447.060000 sec): 3 clusters
  Score: Raw -12319469.816632 + Penalty 5573.963932 = -12313895.852700
  nChanged 2068
		SP:Iteration 17Q (88447.690000 sec): 3 clusters
  Score: Raw -12320791.752015 + Penalty 5573.963932 = -12315217.788083
  nChanged 1890
		SP:Iteration 18Q (88448.360000 sec): 3 clusters
  Score: Raw -12321958.228813 + Penalty 5573.963932 = -12316384.264881
  nChanged 1636
		SP:Iteration 19Q (88449.050000 sec): 3 clusters
  Score: Raw -12322785.394443 + Penalty 5573.963932 = -12317211.430511
  nChanged 1253
		SP:Iteration 20F (88449.700000 sec): 3 clusters
  Score: Raw -12323260.972274 + Penalty 5573.963932 = -12317687.008342
  nChanged 968
		SP:Iteration 21Q (88450.340000 sec): 3 clusters
  Score: Raw -12323516.010434 + Penalty 5573.963932 = -12317942.046502
  nChanged 645
		SP:Iteration 22Q (88450.950000 sec): 3 clusters
  Score: Raw -12323631.319404 + Penalty 5573.963932 = -12318057.355472
  nChanged 431
		SP:Iteration 23Q (88451.650000 sec): 3 clusters
  Score: Raw -12323686.416379 + Penalty 5573.963932 = -12318112.452447
  nChanged 301
		SP:Iteration 24Q (88452.310000 sec): 3 clusters
  Score: Raw -12323716.823610 + Penalty 5573.963932 = -12318142.859678
  nChanged 212
		SP:Iteration 25Q (88452.930000 sec): 3 clusters
  Score: Raw -12323733.944673 + Penalty 5573.963932 = -12318159.980741
  nChanged 165
		SP:Iteration 26Q (88453.570000 sec): 3 clusters
  Score: Raw -12323745.648287 + Penalty 5573.963932 = -12318171.684355
  nChanged 131
		SP:Iteration 27Q (88454.200000 sec): 3 clusters
  Score: Raw -12323753.836864 + Penalty 5573.963932 = -12318179.872932
  nChanged 99
		SP:Iteration 28Q (88454.850000 sec): 3 clusters
  Score: Raw -12323759.370117 + Penalty 5573.963932 = -12318185.406185
  nChanged 90
		SP:Iteration 29Q (88455.500000 sec): 3 clusters
  Score: Raw -12323764.035683 + Penalty 5573.963932 = -12318190.071751
  nChanged 78
		SP:Iteration 30Q (88456.190000 sec): 3 clusters
  Score: Raw -12323767.400678 + Penalty 5573.963932 = -12318193.436746
  nChanged 63
		SP:Iteration 31Q (88456.820000 sec): 3 clusters
  Score: Raw -12323770.030681 + Penalty 5573.963932 = -12318196.066749
  nChanged 60
		SP:Iteration 32Q (88457.480000 sec): 3 clusters
  Score: Raw -12323772.791714 + Penalty 5573.963932 = -12318198.827782
  nChanged 60
		SP:Iteration 33Q (88458.140000 sec): 3 clusters
  Score: Raw -12323775.483564 + Penalty 5573.963932 = -12318201.519632
  nChanged 52
		SP:Iteration 34Q (88458.870000 sec): 3 clusters
  Score: Raw -12323777.801495 + Penalty 5573.963932 = -12318203.837564
  nChanged 56
		SP:Iteration 35Q (88459.520000 sec): 3 clusters
  Score: Raw -12323780.434611 + Penalty 5573.963932 = -12318206.470679
  nChanged 47
		SP:Iteration 36Q (88460.230000 sec): 3 clusters
  Score: Raw -12323782.573000 + Penalty 5573.963932 = -12318208.609068
  nChanged 47
		SP:Iteration 37Q (88460.940000 sec): 3 clusters
  Score: Raw -12323784.253333 + Penalty 5573.963932 = -12318210.289401
  nChanged 40
		SP:Iteration 38Q (88461.620000 sec): 3 clusters
  Score: Raw -12323785.634949 + Penalty 5573.963932 = -12318211.671017
  nChanged 36
		SP:Iteration 39Q (88462.270000 sec): 3 clusters
  Score: Raw -12323786.872262 + Penalty 5573.963932 = -12318212.908330
  nChanged 31
		SP:Iteration 40F (88462.960000 sec): 3 clusters
  Score: Raw -12323787.851023 + Penalty 5573.963932 = -12318213.887091
  nChanged 25
		SP:Iteration 41Q (88463.630000 sec): 3 clusters
  Score: Raw -12323788.680278 + Penalty 5573.963932 = -12318214.716346
  nChanged 25
		SP:Iteration 42Q (88464.310000 sec): 3 clusters
  Score: Raw -12323789.428356 + Penalty 5573.963932 = -12318215.464424
  nChanged 21
		SP:Iteration 43Q (88464.930000 sec): 3 clusters
  Score: Raw -12323789.995530 + Penalty 5573.963932 = -12318216.031598
  nChanged 16
		SP:Iteration 44Q (88465.620000 sec): 3 clusters
  Score: Raw -12323790.308964 + Penalty 5573.963932 = -12318216.345032
  nChanged 11
		SP:Iteration 45Q (88466.270000 sec): 3 clusters
  Score: Raw -12323790.521065 + Penalty 5573.963932 = -12318216.557133
  nChanged 10
		SP:Iteration 46Q (88466.940000 sec): 3 clusters
  Score: Raw -12323790.774945 + Penalty 5573.963932 = -12318216.811013
  nChanged 13
		SP:Iteration 47Q (88467.610000 sec): 3 clusters
  Score: Raw -12323791.083726 + Penalty 5573.963932 = -12318217.119794
  nChanged 9
		SP:Iteration 48Q (88468.270000 sec): 3 clusters
  Score: Raw -12323791.292380 + Penalty 5573.963932 = -12318217.328448
  nChanged 12
		SP:Iteration 49Q (88468.940000 sec): 3 clusters
  Score: Raw -12323791.507077 + Penalty 5573.963932 = -12318217.543145
  nChanged 7
		SP:Iteration 50Q (88469.540000 sec): 3 clusters
  Score: Raw -12323791.644991 + Penalty 5573.963932 = -12318217.681059
  nChanged 9
		SP:Iteration 51Q (88470.160000 sec): 3 clusters
  Score: Raw -12323791.859401 + Penalty 5573.963932 = -12318217.895469
  nChanged 6
		SP:Iteration 52Q (88470.850000 sec): 3 clusters
  Score: Raw -12323792.084566 + Penalty 5573.963932 = -12318218.120634
  nChanged 7
		SP:Iteration 53Q (88471.490000 sec): 3 clusters
  Score: Raw -12323792.281534 + Penalty 5573.963932 = -12318218.317602
  nChanged 8
		SP:Iteration 54Q (88472.160000 sec): 3 clusters
  Score: Raw -12323792.457159 + Penalty 5573.963932 = -12318218.493227
  nChanged 6
		SP:Iteration 55Q (88472.860000 sec): 3 clusters
  Score: Raw -12323792.571210 + Penalty 5573.963932 = -12318218.607278
  nChanged 3
		SP:Iteration 56Q (88473.590000 sec): 3 clusters
  Score: Raw -12323792.641892 + Penalty 5573.963932 = -12318218.677960
  nChanged 6
		SP:Iteration 57Q (88474.300000 sec): 3 clusters
  Score: Raw -12323792.745333 + Penalty 5573.963932 = -12318218.781401
  nChanged 5
		SP:Iteration 58Q (88474.970000 sec): 3 clusters
  Score: Raw -12323792.821716 + Penalty 5573.963932 = -12318218.857784
  nChanged 3
		SP:Iteration 59Q (88475.650000 sec): 3 clusters
  Score: Raw -12323792.861553 + Penalty 5573.963932 = -12318218.897621
  nChanged 4
		SP:Iteration 60F (88476.290000 sec): 3 clusters
  Score: Raw -12323792.918273 + Penalty 5573.963932 = -12318218.954341
  nChanged 4
		SP:Iteration 61Q (88476.970000 sec): 3 clusters
  Score: Raw -12323792.973725 + Penalty 5573.963932 = -12318219.009793
  nChanged 3
		SP:Iteration 62Q (88477.640000 sec): 3 clusters
  Score: Raw -12323793.028411 + Penalty 5573.963932 = -12318219.064479
  nChanged 6
		SP:Iteration 63Q (88478.310000 sec): 3 clusters
  Score: Raw -12323793.117756 + Penalty 5573.963932 = -12318219.153824
  nChanged 3
		SP:Iteration 64Q (88479.040000 sec): 3 clusters
  Score: Raw -12323793.163258 + Penalty 5573.963932 = -12318219.199326
  nChanged 7
		SP:Iteration 65Q (88479.720000 sec): 3 clusters
  Score: Raw -12323793.308516 + Penalty 5573.963932 = -12318219.344584
  nChanged 7
		SP:Iteration 66Q (88480.410000 sec): 3 clusters
  Score: Raw -12323793.437394 + Penalty 5573.963932 = -12318219.473462
  nChanged 7
		SP:Iteration 67Q (88481.110000 sec): 3 clusters
  Score: Raw -12323793.557282 + Penalty 5573.963932 = -12318219.593350
  nChanged 2
		SP:Iteration 68Q (88481.790000 sec): 3 clusters
  Score: Raw -12323793.586301 + Penalty 5573.963932 = -12318219.622369
  nChanged 3
		SP:Iteration 69Q (88482.460000 sec): 3 clusters
  Score: Raw -12323793.648918 + Penalty 5573.963932 = -12318219.684986
  nChanged 4
		SP:Iteration 70Q (88483.150000 sec): 3 clusters
  Score: Raw -12323793.697531 + Penalty 5573.963932 = -12318219.733599
  nChanged 4
		SP:Iteration 71Q (88483.800000 sec): 3 clusters
  Score: Raw -12323793.759367 + Penalty 5573.963932 = -12318219.795435
  nChanged 4
		SP:Iteration 72Q (88484.430000 sec): 3 clusters
  Score: Raw -12323793.794439 + Penalty 5573.963932 = -12318219.830507
  nChanged 2
		SP:Iteration 73Q (88485.100000 sec): 3 clusters
  Score: Raw -12323793.816034 + Penalty 5573.963932 = -12318219.852102
  nChanged 1
		SP:Iteration 74Q (88485.740000 sec): 3 clusters
  Score: Raw -12323793.830074 + Penalty 5573.963932 = -12318219.866142
  nChanged 0
		SP:Iteration 75F (88486.400000 sec): 3 clusters
  Score: Raw -12323793.830074 + Penalty 5573.963932 = -12318219.866142
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (4528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88486.500000 sec): 2 clusters
  Score: Raw -700233.111174 + Penalty 2087.672834 = -698145.438340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88486.660000 sec): 3 clusters
  Score: Raw -698112.792616 + Penalty 4175.345667 = -693937.446948
  nChanged 1691
		SP:Iteration 1F (88486.800000 sec): 3 clusters
  Score: Raw -699149.418267 + Penalty 4175.345667 = -694974.072600
  nChanged 355
		SP:Iteration 2F (88486.990000 sec): 3 clusters
  Score: Raw -699395.808186 + Penalty 4175.345667 = -695220.462518
  nChanged 299
		SP:Iteration 3F (88487.140000 sec): 3 clusters
  Score: Raw -699636.037765 + Penalty 4175.345667 = -695460.692098
  nChanged 257
		SP:Iteration 4F (88487.320000 sec): 3 clusters
  Score: Raw -699840.578826 + Penalty 4175.345667 = -695665.233159
  nChanged 206
		SP:Iteration 5Q (88487.500000 sec): 3 clusters
  Score: Raw -699994.341199 + Penalty 4175.345667 = -695818.995532
  nChanged 182
		SP:Iteration 6Q (88487.640000 sec): 3 clusters
  Score: Raw -700120.550542 + Penalty 4175.345667 = -695945.204875
  nChanged 143
		SP:Iteration 7Q (88487.760000 sec): 3 clusters
  Score: Raw -700216.578769 + Penalty 4175.345667 = -696041.233102
  nChanged 112
		SP:Iteration 8Q (88487.950000 sec): 3 clusters
  Score: Raw -700288.755063 + Penalty 4175.345667 = -696113.409396
  nChanged 105
		SP:Iteration 9Q (88488.130000 sec): 3 clusters
  Score: Raw -700349.833068 + Penalty 4175.345667 = -696174.487401
  nChanged 88
		SP:Iteration 10Q (88488.280000 sec): 3 clusters
  Score: Raw -700398.523838 + Penalty 4175.345667 = -696223.178170
  nChanged 78
		SP:Iteration 11Q (88488.400000 sec): 3 clusters
  Score: Raw -700436.561286 + Penalty 4175.345667 = -696261.215618
  nChanged 42
		SP:Iteration 12Q (88488.590000 sec): 3 clusters
  Score: Raw -700459.244344 + Penalty 4175.345667 = -696283.898676
  nChanged 45
		SP:Iteration 13Q (88488.760000 sec): 3 clusters
  Score: Raw -700480.758301 + Penalty 4175.345667 = -696305.412633
  nChanged 35
		SP:Iteration 14Q (88488.910000 sec): 3 clusters
  Score: Raw -700498.684981 + Penalty 4175.345667 = -696323.339313
  nChanged 40
		SP:Iteration 15Q (88489.040000 sec): 3 clusters
  Score: Raw -700519.508756 + Penalty 4175.345667 = -696344.163089
  nChanged 30
		SP:Iteration 16Q (88489.250000 sec): 3 clusters
  Score: Raw -700533.552880 + Penalty 4175.345667 = -696358.207213
  nChanged 27
		SP:Iteration 17Q (88489.460000 sec): 3 clusters
  Score: Raw -700544.710346 + Penalty 4175.345667 = -696369.364678
  nChanged 22
		SP:Iteration 18Q (88489.570000 sec): 3 clusters
  Score: Raw -700553.042569 + Penalty 4175.345667 = -696377.696901
  nChanged 17
		SP:Iteration 19Q (88489.710000 sec): 3 clusters
  Score: Raw -700560.537855 + Penalty 4175.345667 = -696385.192188
  nChanged 13
		SP:Iteration 20F (88489.860000 sec): 3 clusters
  Score: Raw -700567.762353 + Penalty 4175.345667 = -696392.416685
  nChanged 16
		SP:Iteration 21Q (88490.050000 sec): 3 clusters
  Score: Raw -700574.841278 + Penalty 4175.345667 = -696399.495611
  nChanged 6
		SP:Iteration 22Q (88490.160000 sec): 3 clusters
  Score: Raw -700577.791525 + Penalty 4175.345667 = -696402.445858
  nChanged 11
		SP:Iteration 23Q (88490.310000 sec): 3 clusters
  Score: Raw -700583.257424 + Penalty 4175.345667 = -696407.911757
  nChanged 11
		SP:Iteration 24Q (88490.500000 sec): 3 clusters
  Score: Raw -700590.760142 + Penalty 4175.345667 = -696415.414474
  nChanged 13
		SP:Iteration 25Q (88490.620000 sec): 3 clusters
  Score: Raw -700597.728736 + Penalty 4175.345667 = -696422.383069
  nChanged 14
		SP:Iteration 26Q (88490.820000 sec): 3 clusters
  Score: Raw -700604.749031 + Penalty 4175.345667 = -696429.403363
  nChanged 14
		SP:Iteration 27Q (88490.960000 sec): 3 clusters
  Score: Raw -700612.499783 + Penalty 4175.345667 = -696437.154116
  nChanged 17
		SP:Iteration 28Q (88491.090000 sec): 3 clusters
  Score: Raw -700620.757828 + Penalty 4175.345667 = -696445.412160
  nChanged 21
		SP:Iteration 29Q (88491.280000 sec): 3 clusters
  Score: Raw -700631.021303 + Penalty 4175.345667 = -696455.675635
  nChanged 15
		SP:Iteration 30Q (88491.420000 sec): 3 clusters
  Score: Raw -700638.618589 + Penalty 4175.345667 = -696463.272921
  nChanged 8
		SP:Iteration 31Q (88491.560000 sec): 3 clusters
  Score: Raw -700641.067245 + Penalty 4175.345667 = -696465.721577
  nChanged 5
		SP:Iteration 32Q (88491.700000 sec): 3 clusters
  Score: Raw -700643.207253 + Penalty 4175.345667 = -696467.861586
  nChanged 6
		SP:Iteration 33Q (88491.900000 sec): 3 clusters
  Score: Raw -700645.793676 + Penalty 4175.345667 = -696470.448009
  nChanged 6
		SP:Iteration 34Q (88492.020000 sec): 3 clusters
  Score: Raw -700648.878256 + Penalty 4175.345667 = -696473.532588
  nChanged 13
		SP:Iteration 35Q (88492.200000 sec): 3 clusters
  Score: Raw -700655.105344 + Penalty 4175.345667 = -696479.759676
  nChanged 9
		SP:Iteration 36Q (88492.380000 sec): 3 clusters
  Score: Raw -700658.517021 + Penalty 4175.345667 = -696483.171353
  nChanged 9
		SP:Iteration 37Q (88492.490000 sec): 3 clusters
  Score: Raw -700661.830784 + Penalty 4175.345667 = -696486.485117
  nChanged 5
		SP:Iteration 38Q (88492.680000 sec): 3 clusters
  Score: Raw -700663.754841 + Penalty 4175.345667 = -696488.409174
  nChanged 4
		SP:Iteration 39Q (88492.870000 sec): 3 clusters
  Score: Raw -700665.095388 + Penalty 4175.345667 = -696489.749721
  nChanged 5
		SP:Iteration 40F (88493.020000 sec): 3 clusters
  Score: Raw -700667.033703 + Penalty 4175.345667 = -696491.688036
  nChanged 5
		SP:Iteration 41Q (88493.170000 sec): 3 clusters
  Score: Raw -700668.412575 + Penalty 4175.345667 = -696493.066907
  nChanged 1
		SP:Iteration 42Q (88493.340000 sec): 3 clusters
  Score: Raw -700668.629720 + Penalty 4175.345667 = -696493.284053
  nChanged 1
		SP:Iteration 43Q (88493.520000 sec): 3 clusters
  Score: Raw -700668.781528 + Penalty 4175.345667 = -696493.435861
  nChanged 1
		SP:Iteration 44Q (88493.660000 sec): 3 clusters
  Score: Raw -700669.276294 + Penalty 4175.345667 = -696493.930627
  nChanged 0
		SP:Iteration 45F (88493.890000 sec): 3 clusters
  Score: Raw -700669.276294 + Penalty 4175.345667 = -696493.930627
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (7227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88493.970000 sec): 2 clusters
  Score: Raw -1164023.300287 + Penalty 2203.623664 = -1161819.676623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88494.170000 sec): 3 clusters
  Score: Raw -1160352.442899 + Penalty 4407.247328 = -1155945.195571
  nChanged 2873
		SP:Iteration 1F (88494.350000 sec): 3 clusters
  Score: Raw -1161947.441589 + Penalty 4407.247328 = -1157540.194261
  nChanged 499
		SP:Iteration 2F (88494.520000 sec): 3 clusters
  Score: Raw -1162195.070238 + Penalty 4407.247328 = -1157787.822910
  nChanged 330
		SP:Iteration 3Q (88494.690000 sec): 3 clusters
  Score: Raw -1162346.740535 + Penalty 4407.247328 = -1157939.493206
  nChanged 278
		SP:Iteration 4Q (88494.880000 sec): 3 clusters
  Score: Raw -1162500.994054 + Penalty 4407.247328 = -1158093.746725
  nChanged 264
		SP:Iteration 5Q (88495.050000 sec): 3 clusters
  Score: Raw -1162679.919059 + Penalty 4407.247328 = -1158272.671730
  nChanged 300
		SP:Iteration 6Q (88495.210000 sec): 3 clusters
  Score: Raw -1162922.808656 + Penalty 4407.247328 = -1158515.561328
  nChanged 345
		SP:Iteration 7Q (88495.420000 sec): 3 clusters
  Score: Raw -1163164.509544 + Penalty 4407.247328 = -1158757.262216
  nChanged 312
		SP:Iteration 8Q (88495.620000 sec): 3 clusters
  Score: Raw -1163377.791786 + Penalty 4407.247328 = -1158970.544457
  nChanged 281
		SP:Iteration 9Q (88495.790000 sec): 3 clusters
  Score: Raw -1163573.128745 + Penalty 4407.247328 = -1159165.881416
  nChanged 283
		SP:Iteration 10Q (88495.960000 sec): 3 clusters
  Score: Raw -1163754.830472 + Penalty 4407.247328 = -1159347.583144
  nChanged 250
		SP:Iteration 11Q (88496.160000 sec): 3 clusters
  Score: Raw -1163922.257366 + Penalty 4407.247328 = -1159515.010038
  nChanged 235
		SP:Iteration 12Q (88496.370000 sec): 3 clusters
  Score: Raw -1164105.816563 + Penalty 4407.247328 = -1159698.569234
  nChanged 239
		SP:Iteration 13Q (88496.600000 sec): 3 clusters
  Score: Raw -1164290.785063 + Penalty 4407.247328 = -1159883.537734
  nChanged 176
		SP:Iteration 14Q (88496.830000 sec): 3 clusters
  Score: Raw -1164413.115054 + Penalty 4407.247328 = -1160005.867725
  nChanged 174
		SP:Iteration 15Q (88497.020000 sec): 3 clusters
  Score: Raw -1164526.505082 + Penalty 4407.247328 = -1160119.257753
  nChanged 123
		SP:Iteration 16Q (88497.190000 sec): 3 clusters
  Score: Raw -1164607.013872 + Penalty 4407.247328 = -1160199.766544
  nChanged 117
		SP:Iteration 17Q (88497.450000 sec): 3 clusters
  Score: Raw -1164673.178445 + Penalty 4407.247328 = -1160265.931117
  nChanged 103
		SP:Iteration 18Q (88497.630000 sec): 3 clusters
  Score: Raw -1164722.195026 + Penalty 4407.247328 = -1160314.947698
  nChanged 82
		SP:Iteration 19Q (88497.870000 sec): 3 clusters
  Score: Raw -1164762.802913 + Penalty 4407.247328 = -1160355.555585
  nChanged 65
		SP:Iteration 20F (88498.080000 sec): 3 clusters
  Score: Raw -1164789.440587 + Penalty 4407.247328 = -1160382.193258
  nChanged 46
		SP:Iteration 21Q (88498.240000 sec): 3 clusters
  Score: Raw -1164805.304222 + Penalty 4407.247328 = -1160398.056894
  nChanged 35
		SP:Iteration 22Q (88498.480000 sec): 3 clusters
  Score: Raw -1164816.399940 + Penalty 4407.247328 = -1160409.152612
  nChanged 32
		SP:Iteration 23Q (88498.660000 sec): 3 clusters
  Score: Raw -1164825.743982 + Penalty 4407.247328 = -1160418.496654
  nChanged 26
		SP:Iteration 24Q (88498.880000 sec): 3 clusters
  Score: Raw -1164832.107540 + Penalty 4407.247328 = -1160424.860212
  nChanged 20
		SP:Iteration 25Q (88499.080000 sec): 3 clusters
  Score: Raw -1164837.683328 + Penalty 4407.247328 = -1160430.435999
  nChanged 24
		SP:Iteration 26Q (88499.270000 sec): 3 clusters
  Score: Raw -1164843.445605 + Penalty 4407.247328 = -1160436.198277
  nChanged 12
		SP:Iteration 27Q (88499.450000 sec): 3 clusters
  Score: Raw -1164846.004280 + Penalty 4407.247328 = -1160438.756952
  nChanged 13
		SP:Iteration 28Q (88499.650000 sec): 3 clusters
  Score: Raw -1164848.620335 + Penalty 4407.247328 = -1160441.373006
  nChanged 7
		SP:Iteration 29Q (88499.880000 sec): 3 clusters
  Score: Raw -1164850.011600 + Penalty 4407.247328 = -1160442.764272
  nChanged 2
		SP:Iteration 30Q (88500.110000 sec): 3 clusters
  Score: Raw -1164850.456545 + Penalty 4407.247328 = -1160443.209217
  nChanged 3
		SP:Iteration 31Q (88500.320000 sec): 3 clusters
  Score: Raw -1164850.951757 + Penalty 4407.247328 = -1160443.704429
  nChanged 1
		SP:Iteration 32Q (88500.510000 sec): 3 clusters
  Score: Raw -1164851.589347 + Penalty 4407.247328 = -1160444.342019
  nChanged 5
		SP:Iteration 33Q (88500.690000 sec): 3 clusters
  Score: Raw -1164852.812149 + Penalty 4407.247328 = -1160445.564821
  nChanged 4
		SP:Iteration 34Q (88500.900000 sec): 3 clusters
  Score: Raw -1164853.529619 + Penalty 4407.247328 = -1160446.282291
  nChanged 2
		SP:Iteration 35Q (88501.130000 sec): 3 clusters
  Score: Raw -1164853.936562 + Penalty 4407.247328 = -1160446.689233
  nChanged 1
		SP:Iteration 36Q (88501.300000 sec): 3 clusters
  Score: Raw -1164854.012145 + Penalty 4407.247328 = -1160446.764816
  nChanged 0
		SP:Iteration 37F (88501.530000 sec): 3 clusters
  Score: Raw -1164854.012145 + Penalty 4407.247328 = -1160446.764816
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (4178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88501.650000 sec): 2 clusters
  Score: Raw -610275.243949 + Penalty 2067.721810 = -608207.522139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88501.910000 sec): 3 clusters
  Score: Raw -608377.876041 + Penalty 4135.443619 = -604242.432421
  nChanged 1553
		SP:Iteration 1F (88502.110000 sec): 3 clusters
  Score: Raw -609383.390463 + Penalty 4135.443619 = -605247.946843
  nChanged 320
		SP:Iteration 2F (88502.280000 sec): 3 clusters
  Score: Raw -609598.405966 + Penalty 4135.443619 = -605462.962347
  nChanged 212
		SP:Iteration 3F (88502.480000 sec): 3 clusters
  Score: Raw -609737.936595 + Penalty 4135.443619 = -605602.492976
  nChanged 185
		SP:Iteration 4Q (88502.650000 sec): 3 clusters
  Score: Raw -609865.410370 + Penalty 4135.443619 = -605729.966750
  nChanged 172
		SP:Iteration 5Q (88502.850000 sec): 3 clusters
  Score: Raw -609999.044388 + Penalty 4135.443619 = -605863.600769
  nChanged 168
		SP:Iteration 6Q (88503.050000 sec): 3 clusters
  Score: Raw -610167.250911 + Penalty 4135.443619 = -606031.807292
  nChanged 174
		SP:Iteration 7Q (88503.200000 sec): 3 clusters
  Score: Raw -610366.849966 + Penalty 4135.443619 = -606231.406347
  nChanged 175
		SP:Iteration 8Q (88503.410000 sec): 3 clusters
  Score: Raw -610535.822925 + Penalty 4135.443619 = -606400.379305
  nChanged 139
		SP:Iteration 9Q (88503.600000 sec): 3 clusters
  Score: Raw -610656.249951 + Penalty 4135.443619 = -606520.806332
  nChanged 120
		SP:Iteration 10Q (88503.830000 sec): 3 clusters
  Score: Raw -610754.800827 + Penalty 4135.443619 = -606619.357208
  nChanged 108
		SP:Iteration 11Q (88504.030000 sec): 3 clusters
  Score: Raw -610835.161140 + Penalty 4135.443619 = -606699.717521
  nChanged 91
		SP:Iteration 12Q (88504.150000 sec): 3 clusters
  Score: Raw -610898.243363 + Penalty 4135.443619 = -606762.799743
  nChanged 83
		SP:Iteration 13Q (88504.330000 sec): 3 clusters
  Score: Raw -610943.554402 + Penalty 4135.443619 = -606808.110783
  nChanged 52
		SP:Iteration 14Q (88504.520000 sec): 3 clusters
  Score: Raw -610974.392637 + Penalty 4135.443619 = -606838.949018
  nChanged 50
		SP:Iteration 15Q (88504.720000 sec): 3 clusters
  Score: Raw -610998.833802 + Penalty 4135.443619 = -606863.390183
  nChanged 41
		SP:Iteration 16Q (88504.910000 sec): 3 clusters
  Score: Raw -611018.031570 + Penalty 4135.443619 = -606882.587950
  nChanged 29
		SP:Iteration 17Q (88505.070000 sec): 3 clusters
  Score: Raw -611033.091940 + Penalty 4135.443619 = -606897.648321
  nChanged 30
		SP:Iteration 18Q (88505.230000 sec): 3 clusters
  Score: Raw -611050.084221 + Penalty 4135.443619 = -606914.640601
  nChanged 28
		SP:Iteration 19Q (88505.450000 sec): 3 clusters
  Score: Raw -611061.991165 + Penalty 4135.443619 = -606926.547546
  nChanged 19
		SP:Iteration 20F (88505.610000 sec): 3 clusters
  Score: Raw -611072.829397 + Penalty 4135.443619 = -606937.385778
  nChanged 23
		SP:Iteration 21Q (88505.810000 sec): 3 clusters
  Score: Raw -611085.977174 + Penalty 4135.443619 = -606950.533554
  nChanged 27
		SP:Iteration 22Q (88505.990000 sec): 3 clusters
  Score: Raw -611098.550333 + Penalty 4135.443619 = -606963.106714
  nChanged 24
		SP:Iteration 23Q (88506.180000 sec): 3 clusters
  Score: Raw -611109.043066 + Penalty 4135.443619 = -606973.599447
  nChanged 14
		SP:Iteration 24Q (88506.390000 sec): 3 clusters
  Score: Raw -611114.847100 + Penalty 4135.443619 = -606979.403481
  nChanged 10
		SP:Iteration 25Q (88506.500000 sec): 3 clusters
  Score: Raw -611118.271316 + Penalty 4135.443619 = -606982.827697
  nChanged 12
		SP:Iteration 26Q (88506.680000 sec): 3 clusters
  Score: Raw -611122.040136 + Penalty 4135.443619 = -606986.596517
  nChanged 5
		SP:Iteration 27Q (88506.800000 sec): 3 clusters
  Score: Raw -611124.305256 + Penalty 4135.443619 = -606988.861637
  nChanged 4
		SP:Iteration 28Q (88506.980000 sec): 3 clusters
  Score: Raw -611126.368348 + Penalty 4135.443619 = -606990.924729
  nChanged 2
		SP:Iteration 29Q (88507.100000 sec): 3 clusters
  Score: Raw -611126.958590 + Penalty 4135.443619 = -606991.514970
  nChanged 0
		SP:Iteration 30F (88507.290000 sec): 3 clusters
  Score: Raw -611126.958590 + Penalty 4135.443619 = -606991.514970
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (62078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88507.690000 sec): 2 clusters
  Score: Raw -9540209.463283 + Penalty 2736.964441 = -9537472.498842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88508.240000 sec): 3 clusters
  Score: Raw -9501140.393507 + Penalty 5473.928881 = -9495666.464626
  nChanged 28956
		SP:Iteration 1F (88508.770000 sec): 3 clusters
  Score: Raw -9517638.600442 + Penalty 5473.928881 = -9512164.671560
  nChanged 2923
		SP:Iteration 2Q (88509.380000 sec): 3 clusters
  Score: Raw -9518692.620237 + Penalty 5473.928881 = -9513218.691356
  nChanged 2982
		SP:Iteration 3Q (88510.140000 sec): 3 clusters
  Score: Raw -9519936.039627 + Penalty 5473.928881 = -9514462.110746
  nChanged 3246
		SP:Iteration 4F (88510.870000 sec): 3 clusters
  Score: Raw -9521534.698476 + Penalty 5473.928881 = -9516060.769595
  nChanged 3628
		SP:Iteration 5F (88511.560000 sec): 3 clusters
  Score: Raw -9523628.314692 + Penalty 5473.928881 = -9518154.385811
  nChanged 3855
		SP:Iteration 6F (88512.250000 sec): 3 clusters
  Score: Raw -9526253.231883 + Penalty 5473.928881 = -9520779.303001
  nChanged 3987
		SP:Iteration 7F (88512.990000 sec): 3 clusters
  Score: Raw -9529236.121515 + Penalty 5473.928881 = -9523762.192633
  nChanged 3808
		SP:Iteration 8F (88513.690000 sec): 3 clusters
  Score: Raw -9532301.619044 + Penalty 5473.928881 = -9526827.690163
  nChanged 3286
		SP:Iteration 9F (88514.400000 sec): 3 clusters
  Score: Raw -9535014.859072 + Penalty 5473.928881 = -9529540.930191
  nChanged 2543
		SP:Iteration 10Q (88515.110000 sec): 3 clusters
  Score: Raw -9537083.794805 + Penalty 5473.928881 = -9531609.865924
  nChanged 1796
		SP:Iteration 11Q (88515.780000 sec): 3 clusters
  Score: Raw -9538503.437860 + Penalty 5473.928881 = -9533029.508979
  nChanged 1172
		SP:Iteration 12Q (88516.410000 sec): 3 clusters
  Score: Raw -9539390.646826 + Penalty 5473.928881 = -9533916.717945
  nChanged 730
		SP:Iteration 13Q (88517.080000 sec): 3 clusters
  Score: Raw -9539924.118691 + Penalty 5473.928881 = -9534450.189810
  nChanged 458
		SP:Iteration 14Q (88517.760000 sec): 3 clusters
  Score: Raw -9540275.961917 + Penalty 5473.928881 = -9534802.033036
  nChanged 306
		SP:Iteration 15Q (88518.440000 sec): 3 clusters
  Score: Raw -9540495.287765 + Penalty 5473.928881 = -9535021.358884
  nChanged 187
		SP:Iteration 16Q (88519.120000 sec): 3 clusters
  Score: Raw -9540634.598744 + Penalty 5473.928881 = -9535160.669863
  nChanged 146
		SP:Iteration 17Q (88519.800000 sec): 3 clusters
  Score: Raw -9540726.511352 + Penalty 5473.928881 = -9535252.582471
  nChanged 105
		SP:Iteration 18Q (88520.460000 sec): 3 clusters
  Score: Raw -9540791.908441 + Penalty 5473.928881 = -9535317.979560
  nChanged 82
		SP:Iteration 19Q (88521.140000 sec): 3 clusters
  Score: Raw -9540844.821546 + Penalty 5473.928881 = -9535370.892665
  nChanged 53
		SP:Iteration 20F (88521.820000 sec): 3 clusters
  Score: Raw -9540877.534130 + Penalty 5473.928881 = -9535403.605249
  nChanged 38
		SP:Iteration 21Q (88522.500000 sec): 3 clusters
  Score: Raw -9540903.168825 + Penalty 5473.928881 = -9535429.239944
  nChanged 29
		SP:Iteration 22Q (88523.170000 sec): 3 clusters
  Score: Raw -9540922.699007 + Penalty 5473.928881 = -9535448.770126
  nChanged 27
		SP:Iteration 23Q (88523.840000 sec): 3 clusters
  Score: Raw -9540937.915787 + Penalty 5473.928881 = -9535463.986906
  nChanged 21
		SP:Iteration 24Q (88524.450000 sec): 3 clusters
  Score: Raw -9540950.799044 + Penalty 5473.928881 = -9535476.870163
  nChanged 13
		SP:Iteration 25Q (88525.110000 sec): 3 clusters
  Score: Raw -9540956.786950 + Penalty 5473.928881 = -9535482.858069
  nChanged 9
		SP:Iteration 26Q (88525.690000 sec): 3 clusters
  Score: Raw -9540962.317457 + Penalty 5473.928881 = -9535488.388576
  nChanged 6
		SP:Iteration 27Q (88526.250000 sec): 3 clusters
  Score: Raw -9540965.731360 + Penalty 5473.928881 = -9535491.802479
  nChanged 8
		SP:Iteration 28Q (88526.860000 sec): 3 clusters
  Score: Raw -9540968.542034 + Penalty 5473.928881 = -9535494.613153
  nChanged 2
		SP:Iteration 29Q (88527.460000 sec): 3 clusters
  Score: Raw -9540969.218153 + Penalty 5473.928881 = -9535495.289271
  nChanged 1
		SP:Iteration 30Q (88528.020000 sec): 3 clusters
  Score: Raw -9540970.073507 + Penalty 5473.928881 = -9535496.144625
  nChanged 2
		SP:Iteration 31Q (88528.600000 sec): 3 clusters
  Score: Raw -9540971.815147 + Penalty 5473.928881 = -9535497.886266
  nChanged 3
		SP:Iteration 32Q (88529.180000 sec): 3 clusters
  Score: Raw -9540974.188600 + Penalty 5473.928881 = -9535500.259719
  nChanged 5
		SP:Iteration 33Q (88529.740000 sec): 3 clusters
  Score: Raw -9540975.912438 + Penalty 5473.928881 = -9535501.983557
  nChanged 2
		SP:Iteration 34Q (88530.300000 sec): 3 clusters
  Score: Raw -9540976.296751 + Penalty 5473.928881 = -9535502.367870
  nChanged 0
		SP:Iteration 35F (88530.910000 sec): 3 clusters
  Score: Raw -9540976.296751 + Penalty 5473.928881 = -9535502.367870
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (6684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88531.090000 sec): 2 clusters
  Score: Raw -1043377.312939 + Penalty 2184.253029 = -1041193.059911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88531.350000 sec): 3 clusters
  Score: Raw -1040000.124455 + Penalty 4368.506057 = -1035631.618398
  nChanged 2642
		SP:Iteration 1F (88531.570000 sec): 3 clusters
  Score: Raw -1041650.418516 + Penalty 4368.506057 = -1037281.912459
  nChanged 577
		SP:Iteration 2F (88531.750000 sec): 3 clusters
  Score: Raw -1042159.050819 + Penalty 4368.506057 = -1037790.544761
  nChanged 534
		SP:Iteration 3F (88531.990000 sec): 3 clusters
  Score: Raw -1042655.596317 + Penalty 4368.506057 = -1038287.090260
  nChanged 483
		SP:Iteration 4F (88532.160000 sec): 3 clusters
  Score: Raw -1043123.388531 + Penalty 4368.506057 = -1038754.882473
  nChanged 447
		SP:Iteration 5F (88532.330000 sec): 3 clusters
  Score: Raw -1043529.591260 + Penalty 4368.506057 = -1039161.085203
  nChanged 371
		SP:Iteration 6F (88532.530000 sec): 3 clusters
  Score: Raw -1043858.196546 + Penalty 4368.506057 = -1039489.690489
  nChanged 328
		SP:Iteration 7Q (88532.710000 sec): 3 clusters
  Score: Raw -1044134.500867 + Penalty 4368.506057 = -1039765.994810
  nChanged 253
		SP:Iteration 8Q (88532.920000 sec): 3 clusters
  Score: Raw -1044318.019821 + Penalty 4368.506057 = -1039949.513764
  nChanged 197
		SP:Iteration 9Q (88533.150000 sec): 3 clusters
  Score: Raw -1044454.174051 + Penalty 4368.506057 = -1040085.667993
  nChanged 162
		SP:Iteration 10Q (88533.320000 sec): 3 clusters
  Score: Raw -1044554.314341 + Penalty 4368.506057 = -1040185.808284
  nChanged 136
		SP:Iteration 11Q (88533.530000 sec): 3 clusters
  Score: Raw -1044620.047229 + Penalty 4368.506057 = -1040251.541172
  nChanged 100
		SP:Iteration 12Q (88533.740000 sec): 3 clusters
  Score: Raw -1044665.961882 + Penalty 4368.506057 = -1040297.455824
  nChanged 89
		SP:Iteration 13Q (88533.930000 sec): 3 clusters
  Score: Raw -1044707.176660 + Penalty 4368.506057 = -1040338.670603
  nChanged 71
		SP:Iteration 14Q (88534.150000 sec): 3 clusters
  Score: Raw -1044734.169635 + Penalty 4368.506057 = -1040365.663577
  nChanged 65
		SP:Iteration 15Q (88534.350000 sec): 3 clusters
  Score: Raw -1044759.686816 + Penalty 4368.506057 = -1040391.180758
  nChanged 49
		SP:Iteration 16Q (88534.520000 sec): 3 clusters
  Score: Raw -1044777.407101 + Penalty 4368.506057 = -1040408.901044
  nChanged 46
		SP:Iteration 17Q (88534.750000 sec): 3 clusters
  Score: Raw -1044794.268735 + Penalty 4368.506057 = -1040425.762678
  nChanged 48
		SP:Iteration 18Q (88534.910000 sec): 3 clusters
  Score: Raw -1044810.724960 + Penalty 4368.506057 = -1040442.218902
  nChanged 52
		SP:Iteration 19Q (88535.090000 sec): 3 clusters
  Score: Raw -1044829.579192 + Penalty 4368.506057 = -1040461.073134
  nChanged 41
		SP:Iteration 20F (88535.290000 sec): 3 clusters
  Score: Raw -1044841.154538 + Penalty 4368.506057 = -1040472.648481
  nChanged 27
		SP:Iteration 21Q (88535.450000 sec): 3 clusters
  Score: Raw -1044849.738725 + Penalty 4368.506057 = -1040481.232668
  nChanged 28
		SP:Iteration 22Q (88535.630000 sec): 3 clusters
  Score: Raw -1044856.721150 + Penalty 4368.506057 = -1040488.215093
  nChanged 14
		SP:Iteration 23Q (88535.790000 sec): 3 clusters
  Score: Raw -1044859.871165 + Penalty 4368.506057 = -1040491.365107
  nChanged 15
		SP:Iteration 24Q (88535.960000 sec): 3 clusters
  Score: Raw -1044862.891052 + Penalty 4368.506057 = -1040494.384995
  nChanged 13
		SP:Iteration 25Q (88536.130000 sec): 3 clusters
  Score: Raw -1044867.594066 + Penalty 4368.506057 = -1040499.088008
  nChanged 16
		SP:Iteration 26Q (88536.360000 sec): 3 clusters
  Score: Raw -1044872.575877 + Penalty 4368.506057 = -1040504.069820
  nChanged 23
		SP:Iteration 27Q (88536.530000 sec): 3 clusters
  Score: Raw -1044882.267839 + Penalty 4368.506057 = -1040513.761782
  nChanged 29
		SP:Iteration 28Q (88536.690000 sec): 3 clusters
  Score: Raw -1044892.220652 + Penalty 4368.506057 = -1040523.714595
  nChanged 31
		SP:Iteration 29Q (88536.870000 sec): 3 clusters
  Score: Raw -1044901.147552 + Penalty 4368.506057 = -1040532.641495
  nChanged 27
		SP:Iteration 30Q (88537.110000 sec): 3 clusters
  Score: Raw -1044908.899542 + Penalty 4368.506057 = -1040540.393485
  nChanged 22
		SP:Iteration 31Q (88537.230000 sec): 3 clusters
  Score: Raw -1044915.911592 + Penalty 4368.506057 = -1040547.405535
  nChanged 23
		SP:Iteration 32Q (88537.460000 sec): 3 clusters
  Score: Raw -1044922.072494 + Penalty 4368.506057 = -1040553.566437
  nChanged 14
		SP:Iteration 33Q (88537.630000 sec): 3 clusters
  Score: Raw -1044925.217988 + Penalty 4368.506057 = -1040556.711930
  nChanged 10
		SP:Iteration 34Q (88537.810000 sec): 3 clusters
  Score: Raw -1044928.225786 + Penalty 4368.506057 = -1040559.719729
  nChanged 5
		SP:Iteration 35Q (88538.030000 sec): 3 clusters
  Score: Raw -1044929.204952 + Penalty 4368.506057 = -1040560.698895
  nChanged 5
		SP:Iteration 36Q (88538.240000 sec): 3 clusters
  Score: Raw -1044930.621776 + Penalty 4368.506057 = -1040562.115719
  nChanged 3
		SP:Iteration 37Q (88538.440000 sec): 3 clusters
  Score: Raw -1044931.234253 + Penalty 4368.506057 = -1040562.728195
  nChanged 3
		SP:Iteration 38Q (88538.630000 sec): 3 clusters
  Score: Raw -1044931.708017 + Penalty 4368.506057 = -1040563.201960
  nChanged 3
		SP:Iteration 39Q (88538.750000 sec): 3 clusters
  Score: Raw -1044932.047727 + Penalty 4368.506057 = -1040563.541669
  nChanged 2
		SP:Iteration 40F (88538.960000 sec): 3 clusters
  Score: Raw -1044932.268993 + Penalty 4368.506057 = -1040563.762936
  nChanged 1
		SP:Iteration 41Q (88539.130000 sec): 3 clusters
  Score: Raw -1044932.374750 + Penalty 4368.506057 = -1040563.868693
  nChanged 0
		SP:Iteration 42F (88539.360000 sec): 3 clusters
  Score: Raw -1044932.374750 + Penalty 4368.506057 = -1040563.868693
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88539.450000 sec): 2 clusters
  Score: Raw -391583.119789 + Penalty 1942.831093 = -389640.288696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88539.610000 sec): 3 clusters
  Score: Raw -390595.450699 + Penalty 3885.662185 = -386709.788514
  nChanged 854
		SP:Iteration 1F (88539.770000 sec): 3 clusters
  Score: Raw -391181.383725 + Penalty 3885.662185 = -387295.721539
  nChanged 204
		SP:Iteration 2F (88539.940000 sec): 3 clusters
  Score: Raw -391339.338716 + Penalty 3885.662185 = -387453.676530
  nChanged 115
		SP:Iteration 3Q (88540.040000 sec): 3 clusters
  Score: Raw -391421.347142 + Penalty 3885.662185 = -387535.684957
  nChanged 77
		SP:Iteration 4Q (88540.210000 sec): 3 clusters
  Score: Raw -391475.894991 + Penalty 3885.662185 = -387590.232805
  nChanged 61
		SP:Iteration 5Q (88540.360000 sec): 3 clusters
  Score: Raw -391522.881679 + Penalty 3885.662185 = -387637.219493
  nChanged 50
		SP:Iteration 6Q (88540.470000 sec): 3 clusters
  Score: Raw -391555.958380 + Penalty 3885.662185 = -387670.296194
  nChanged 40
		SP:Iteration 7Q (88540.620000 sec): 3 clusters
  Score: Raw -391581.183487 + Penalty 3885.662185 = -387695.521302
  nChanged 36
		SP:Iteration 8Q (88540.760000 sec): 3 clusters
  Score: Raw -391604.097337 + Penalty 3885.662185 = -387718.435151
  nChanged 27
		SP:Iteration 9Q (88540.920000 sec): 3 clusters
  Score: Raw -391621.799336 + Penalty 3885.662185 = -387736.137150
  nChanged 20
		SP:Iteration 10Q (88541.080000 sec): 3 clusters
  Score: Raw -391632.008253 + Penalty 3885.662185 = -387746.346068
  nChanged 22
		SP:Iteration 11Q (88541.210000 sec): 3 clusters
  Score: Raw -391645.487592 + Penalty 3885.662185 = -387759.825407
  nChanged 22
		SP:Iteration 12Q (88541.410000 sec): 3 clusters
  Score: Raw -391659.177684 + Penalty 3885.662185 = -387773.515498
  nChanged 23
		SP:Iteration 13Q (88541.510000 sec): 3 clusters
  Score: Raw -391670.637947 + Penalty 3885.662185 = -387784.975762
  nChanged 22
		SP:Iteration 14Q (88541.650000 sec): 3 clusters
  Score: Raw -391682.143935 + Penalty 3885.662185 = -387796.481750
  nChanged 25
		SP:Iteration 15Q (88541.790000 sec): 3 clusters
  Score: Raw -391701.079090 + Penalty 3885.662185 = -387815.416904
  nChanged 24
		SP:Iteration 16Q (88541.940000 sec): 3 clusters
  Score: Raw -391715.088857 + Penalty 3885.662185 = -387829.426672
  nChanged 21
		SP:Iteration 17Q (88542.030000 sec): 3 clusters
  Score: Raw -391727.644351 + Penalty 3885.662185 = -387841.982165
  nChanged 21
		SP:Iteration 18Q (88542.180000 sec): 3 clusters
  Score: Raw -391739.806007 + Penalty 3885.662185 = -387854.143822
  nChanged 21
		SP:Iteration 19Q (88542.330000 sec): 3 clusters
  Score: Raw -391749.357156 + Penalty 3885.662185 = -387863.694971
  nChanged 13
		SP:Iteration 20F (88542.460000 sec): 3 clusters
  Score: Raw -391757.021292 + Penalty 3885.662185 = -387871.359106
  nChanged 26
		SP:Iteration 21Q (88542.560000 sec): 3 clusters
  Score: Raw -391779.337925 + Penalty 3885.662185 = -387893.675739
  nChanged 32
		SP:Iteration 22Q (88542.710000 sec): 3 clusters
  Score: Raw -391808.209130 + Penalty 3885.662185 = -387922.546944
  nChanged 24
		SP:Iteration 23Q (88542.860000 sec): 3 clusters
  Score: Raw -391822.918656 + Penalty 3885.662185 = -387937.256470
  nChanged 13
		SP:Iteration 24Q (88543.000000 sec): 3 clusters
  Score: Raw -391833.567180 + Penalty 3885.662185 = -387947.904995
  nChanged 14
		SP:Iteration 25Q (88543.140000 sec): 3 clusters
  Score: Raw -391841.722956 + Penalty 3885.662185 = -387956.060770
  nChanged 17
		SP:Iteration 26Q (88543.290000 sec): 3 clusters
  Score: Raw -391853.409096 + Penalty 3885.662185 = -387967.746910
  nChanged 17
		SP:Iteration 27Q (88543.440000 sec): 3 clusters
  Score: Raw -391864.233465 + Penalty 3885.662185 = -387978.571279
  nChanged 19
		SP:Iteration 28Q (88543.520000 sec): 3 clusters
  Score: Raw -391876.388786 + Penalty 3885.662185 = -387990.726601
  nChanged 18
		SP:Iteration 29Q (88543.660000 sec): 3 clusters
  Score: Raw -391895.729105 + Penalty 3885.662185 = -388010.066919
  nChanged 28
		SP:Iteration 30Q (88543.810000 sec): 3 clusters
  Score: Raw -391921.187831 + Penalty 3885.662185 = -388035.525646
  nChanged 24
		SP:Iteration 31Q (88543.960000 sec): 3 clusters
  Score: Raw -391937.039512 + Penalty 3885.662185 = -388051.377327
  nChanged 20
		SP:Iteration 32Q (88544.100000 sec): 3 clusters
  Score: Raw -391950.170114 + Penalty 3885.662185 = -388064.507929
  nChanged 19
		SP:Iteration 33Q (88544.250000 sec): 3 clusters
  Score: Raw -391962.956734 + Penalty 3885.662185 = -388077.294549
  nChanged 19
		SP:Iteration 34Q (88544.390000 sec): 3 clusters
  Score: Raw -391980.141707 + Penalty 3885.662185 = -388094.479521
  nChanged 22
		SP:Iteration 35Q (88544.540000 sec): 3 clusters
  Score: Raw -392000.337792 + Penalty 3885.662185 = -388114.675606
  nChanged 20
		SP:Iteration 36Q (88544.710000 sec): 3 clusters
  Score: Raw -392014.803622 + Penalty 3885.662185 = -388129.141436
  nChanged 20
		SP:Iteration 37Q (88544.850000 sec): 3 clusters
  Score: Raw -392029.233111 + Penalty 3885.662185 = -388143.570926
  nChanged 13
		SP:Iteration 38Q (88545.000000 sec): 3 clusters
  Score: Raw -392039.760677 + Penalty 3885.662185 = -388154.098492
  nChanged 17
		SP:Iteration 39Q (88545.140000 sec): 3 clusters
  Score: Raw -392057.057233 + Penalty 3885.662185 = -388171.395047
  nChanged 21
		SP:Iteration 40F (88545.280000 sec): 3 clusters
  Score: Raw -392082.371493 + Penalty 3885.662185 = -388196.709307
  nChanged 24
		SP:Iteration 41Q (88545.420000 sec): 3 clusters
  Score: Raw -392110.567203 + Penalty 3885.662185 = -388224.905017
  nChanged 22
		SP:Iteration 42Q (88545.570000 sec): 3 clusters
  Score: Raw -392126.747064 + Penalty 3885.662185 = -388241.084878
  nChanged 18
		SP:Iteration 43Q (88545.710000 sec): 3 clusters
  Score: Raw -392142.026784 + Penalty 3885.662185 = -388256.364599
  nChanged 14
		SP:Iteration 44Q (88545.860000 sec): 3 clusters
  Score: Raw -392154.185939 + Penalty 3885.662185 = -388268.523754
  nChanged 17
		SP:Iteration 45Q (88546.000000 sec): 3 clusters
  Score: Raw -392168.671476 + Penalty 3885.662185 = -388283.009291
  nChanged 18
		SP:Iteration 46Q (88546.150000 sec): 3 clusters
  Score: Raw -392187.200996 + Penalty 3885.662185 = -388301.538811
  nChanged 24
		SP:Iteration 47Q (88546.290000 sec): 3 clusters
  Score: Raw -392206.572597 + Penalty 3885.662185 = -388320.910411
  nChanged 19
		SP:Iteration 48Q (88546.430000 sec): 3 clusters
  Score: Raw -392221.126175 + Penalty 3885.662185 = -388335.463990
  nChanged 14
		SP:Iteration 49Q (88546.620000 sec): 3 clusters
  Score: Raw -392234.457778 + Penalty 3885.662185 = -388348.795592
  nChanged 15
		SP:Iteration 50Q (88546.770000 sec): 3 clusters
  Score: Raw -392246.576049 + Penalty 3885.662185 = -388360.913863
  nChanged 24
		SP:Iteration 51Q (88546.910000 sec): 3 clusters
  Score: Raw -392267.544636 + Penalty 3885.662185 = -388381.882451
  nChanged 16
		SP:Iteration 52Q (88547.050000 sec): 3 clusters
  Score: Raw -392278.265787 + Penalty 3885.662185 = -388392.603602
  nChanged 15
		SP:Iteration 53Q (88547.200000 sec): 3 clusters
  Score: Raw -392289.355054 + Penalty 3885.662185 = -388403.692869
  nChanged 13
		SP:Iteration 54Q (88547.350000 sec): 3 clusters
  Score: Raw -392308.753749 + Penalty 3885.662185 = -388423.091564
  nChanged 25
		SP:Iteration 55Q (88547.460000 sec): 3 clusters
  Score: Raw -392333.840821 + Penalty 3885.662185 = -388448.178635
  nChanged 21
		SP:Iteration 56Q (88547.600000 sec): 3 clusters
  Score: Raw -392360.423012 + Penalty 3885.662185 = -388474.760827
  nChanged 21
		SP:Iteration 57Q (88547.730000 sec): 3 clusters
  Score: Raw -392381.135949 + Penalty 3885.662185 = -388495.473764
  nChanged 19
		SP:Iteration 58Q (88547.980000 sec): 3 clusters
  Score: Raw -392395.626857 + Penalty 3885.662185 = -388509.964672
  nChanged 12
		SP:Iteration 59Q (88548.100000 sec): 3 clusters
  Score: Raw -392405.355229 + Penalty 3885.662185 = -388519.693043
  nChanged 14
		SP:Iteration 60F (88548.280000 sec): 3 clusters
  Score: Raw -392416.277095 + Penalty 3885.662185 = -388530.614909
  nChanged 11
		SP:Iteration 61Q (88548.440000 sec): 3 clusters
  Score: Raw -392426.459436 + Penalty 3885.662185 = -388540.797251
  nChanged 12
		SP:Iteration 62Q (88548.580000 sec): 3 clusters
  Score: Raw -392438.263598 + Penalty 3885.662185 = -388552.601412
  nChanged 19
		SP:Iteration 63Q (88548.730000 sec): 3 clusters
  Score: Raw -392456.148987 + Penalty 3885.662185 = -388570.486801
  nChanged 23
		SP:Iteration 64Q (88548.830000 sec): 3 clusters
  Score: Raw -392480.117617 + Penalty 3885.662185 = -388594.455431
  nChanged 16
		SP:Iteration 65Q (88548.980000 sec): 3 clusters
  Score: Raw -392498.384205 + Penalty 3885.662185 = -388612.722020
  nChanged 26
		SP:Iteration 66Q (88549.120000 sec): 3 clusters
  Score: Raw -392529.548369 + Penalty 3885.662185 = -388643.886183
  nChanged 25
		SP:Iteration 67Q (88549.320000 sec): 3 clusters
  Score: Raw -392555.012147 + Penalty 3885.662185 = -388669.349961
  nChanged 17
		SP:Iteration 68Q (88549.450000 sec): 3 clusters
  Score: Raw -392568.133967 + Penalty 3885.662185 = -388682.471782
  nChanged 14
		SP:Iteration 69Q (88549.610000 sec): 3 clusters
  Score: Raw -392579.687266 + Penalty 3885.662185 = -388694.025081
  nChanged 8
		SP:Iteration 70Q (88549.750000 sec): 3 clusters
  Score: Raw -392584.734866 + Penalty 3885.662185 = -388699.072680
  nChanged 7
		SP:Iteration 71Q (88549.890000 sec): 3 clusters
  Score: Raw -392589.499215 + Penalty 3885.662185 = -388703.837029
  nChanged 8
		SP:Iteration 72Q (88550.050000 sec): 3 clusters
  Score: Raw -392594.007580 + Penalty 3885.662185 = -388708.345395
  nChanged 5
		SP:Iteration 73Q (88550.170000 sec): 3 clusters
  Score: Raw -392598.780852 + Penalty 3885.662185 = -388713.118666
  nChanged 2
		SP:Iteration 74Q (88550.330000 sec): 3 clusters
  Score: Raw -392599.622568 + Penalty 3885.662185 = -388713.960383
  nChanged 2
		SP:Iteration 75Q (88550.470000 sec): 3 clusters
  Score: Raw -392602.696140 + Penalty 3885.662185 = -388717.033955
  nChanged 6
		SP:Iteration 76Q (88550.610000 sec): 3 clusters
  Score: Raw -392606.810912 + Penalty 3885.662185 = -388721.148727
  nChanged 1
		SP:Iteration 77Q (88550.750000 sec): 3 clusters
  Score: Raw -392607.356266 + Penalty 3885.662185 = -388721.694081
  nChanged 2
		SP:Iteration 78Q (88550.890000 sec): 3 clusters
  Score: Raw -392608.003124 + Penalty 3885.662185 = -388722.340938
  nChanged 0
		SP:Iteration 79F (88551.040000 sec): 3 clusters
  Score: Raw -392608.003124 + Penalty 3885.662185 = -388722.340938
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (2849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88551.190000 sec): 2 clusters
  Score: Raw -418567.872157 + Penalty 1972.771387 = -416595.100770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88551.390000 sec): 3 clusters
  Score: Raw -417405.751102 + Penalty 3945.542774 = -413460.208328
  nChanged 974
		SP:Iteration 1F (88551.570000 sec): 3 clusters
  Score: Raw -418032.548445 + Penalty 3945.542774 = -414087.005671
  nChanged 215
		SP:Iteration 2F (88551.770000 sec): 3 clusters
  Score: Raw -418223.821938 + Penalty 3945.542774 = -414278.279164
  nChanged 152
		SP:Iteration 3F (88551.910000 sec): 3 clusters
  Score: Raw -418347.019917 + Penalty 3945.542774 = -414401.477143
  nChanged 132
		SP:Iteration 4Q (88552.080000 sec): 3 clusters
  Score: Raw -418473.161587 + Penalty 3945.542774 = -414527.618813
  nChanged 117
		SP:Iteration 5Q (88552.250000 sec): 3 clusters
  Score: Raw -418558.876654 + Penalty 3945.542774 = -414613.333880
  nChanged 100
		SP:Iteration 6Q (88552.400000 sec): 3 clusters
  Score: Raw -418629.143609 + Penalty 3945.542774 = -414683.600835
  nChanged 73
		SP:Iteration 7Q (88552.570000 sec): 3 clusters
  Score: Raw -418675.799835 + Penalty 3945.542774 = -414730.257061
  nChanged 50
		SP:Iteration 8Q (88552.710000 sec): 3 clusters
  Score: Raw -418704.366292 + Penalty 3945.542774 = -414758.823518
  nChanged 36
		SP:Iteration 9Q (88552.830000 sec): 3 clusters
  Score: Raw -418731.344840 + Penalty 3945.542774 = -414785.802066
  nChanged 38
		SP:Iteration 10Q (88553.040000 sec): 3 clusters
  Score: Raw -418751.254009 + Penalty 3945.542774 = -414805.711235
  nChanged 30
		SP:Iteration 11Q (88553.170000 sec): 3 clusters
  Score: Raw -418767.667902 + Penalty 3945.542774 = -414822.125128
  nChanged 26
		SP:Iteration 12Q (88553.300000 sec): 3 clusters
  Score: Raw -418787.145999 + Penalty 3945.542774 = -414841.603225
  nChanged 26
		SP:Iteration 13Q (88553.470000 sec): 3 clusters
  Score: Raw -418799.481723 + Penalty 3945.542774 = -414853.938949
  nChanged 25
		SP:Iteration 14Q (88553.600000 sec): 3 clusters
  Score: Raw -418811.482953 + Penalty 3945.542774 = -414865.940179
  nChanged 24
		SP:Iteration 15Q (88553.730000 sec): 3 clusters
  Score: Raw -418823.143843 + Penalty 3945.542774 = -414877.601069
  nChanged 25
		SP:Iteration 16Q (88553.890000 sec): 3 clusters
  Score: Raw -418842.491345 + Penalty 3945.542774 = -414896.948571
  nChanged 27
		SP:Iteration 17Q (88554.030000 sec): 3 clusters
  Score: Raw -418856.577583 + Penalty 3945.542774 = -414911.034810
  nChanged 24
		SP:Iteration 18Q (88554.170000 sec): 3 clusters
  Score: Raw -418869.704688 + Penalty 3945.542774 = -414924.161914
  nChanged 22
		SP:Iteration 19Q (88554.270000 sec): 3 clusters
  Score: Raw -418883.394410 + Penalty 3945.542774 = -414937.851636
  nChanged 21
		SP:Iteration 20F (88554.420000 sec): 3 clusters
  Score: Raw -418893.795820 + Penalty 3945.542774 = -414948.253046
  nChanged 21
		SP:Iteration 21Q (88554.590000 sec): 3 clusters
  Score: Raw -418908.013703 + Penalty 3945.542774 = -414962.470929
  nChanged 26
		SP:Iteration 22Q (88554.720000 sec): 3 clusters
  Score: Raw -418925.748822 + Penalty 3945.542774 = -414980.206048
  nChanged 24
		SP:Iteration 23Q (88554.860000 sec): 3 clusters
  Score: Raw -418940.016186 + Penalty 3945.542774 = -414994.473412
  nChanged 24
		SP:Iteration 24Q (88555.050000 sec): 3 clusters
  Score: Raw -418952.323470 + Penalty 3945.542774 = -415006.780696
  nChanged 20
		SP:Iteration 25Q (88555.230000 sec): 3 clusters
  Score: Raw -418964.614134 + Penalty 3945.542774 = -415019.071360
  nChanged 21
		SP:Iteration 26Q (88555.380000 sec): 3 clusters
  Score: Raw -418976.492523 + Penalty 3945.542774 = -415030.949749
  nChanged 13
		SP:Iteration 27Q (88555.460000 sec): 3 clusters
  Score: Raw -418985.350562 + Penalty 3945.542774 = -415039.807788
  nChanged 9
		SP:Iteration 28Q (88555.610000 sec): 3 clusters
  Score: Raw -418990.151764 + Penalty 3945.542774 = -415044.608990
  nChanged 6
		SP:Iteration 29Q (88555.750000 sec): 3 clusters
  Score: Raw -418994.157742 + Penalty 3945.542774 = -415048.614968
  nChanged 12
		SP:Iteration 30Q (88555.900000 sec): 3 clusters
  Score: Raw -419002.618509 + Penalty 3945.542774 = -415057.075735
  nChanged 9
		SP:Iteration 31Q (88556.040000 sec): 3 clusters
  Score: Raw -419011.664305 + Penalty 3945.542774 = -415066.121531
  nChanged 11
		SP:Iteration 32Q (88556.190000 sec): 3 clusters
  Score: Raw -419016.142410 + Penalty 3945.542774 = -415070.599636
  nChanged 4
		SP:Iteration 33Q (88556.330000 sec): 3 clusters
  Score: Raw -419017.540575 + Penalty 3945.542774 = -415071.997801
  nChanged 1
		SP:Iteration 34Q (88556.480000 sec): 3 clusters
  Score: Raw -419018.121866 + Penalty 3945.542774 = -415072.579092
  nChanged 1
		SP:Iteration 35Q (88556.620000 sec): 3 clusters
  Score: Raw -419018.842598 + Penalty 3945.542774 = -415073.299824
  nChanged 5
		SP:Iteration 36Q (88556.770000 sec): 3 clusters
  Score: Raw -419022.177951 + Penalty 3945.542774 = -415076.635177
  nChanged 5
		SP:Iteration 37Q (88556.910000 sec): 3 clusters
  Score: Raw -419024.234259 + Penalty 3945.542774 = -415078.691485
  nChanged 5
		SP:Iteration 38Q (88557.060000 sec): 3 clusters
  Score: Raw -419026.337782 + Penalty 3945.542774 = -415080.795009
  nChanged 3
		SP:Iteration 39Q (88557.170000 sec): 3 clusters
  Score: Raw -419027.596833 + Penalty 3945.542774 = -415082.054059
  nChanged 5
		SP:Iteration 40F (88557.330000 sec): 3 clusters
  Score: Raw -419029.839350 + Penalty 3945.542774 = -415084.296576
  nChanged 5
		SP:Iteration 41Q (88557.470000 sec): 3 clusters
  Score: Raw -419031.708705 + Penalty 3945.542774 = -415086.165931
  nChanged 5
		SP:Iteration 42Q (88557.610000 sec): 3 clusters
  Score: Raw -419033.257458 + Penalty 3945.542774 = -415087.714684
  nChanged 3
		SP:Iteration 43Q (88557.750000 sec): 3 clusters
  Score: Raw -419034.194720 + Penalty 3945.542774 = -415088.651946
  nChanged 3
		SP:Iteration 44Q (88557.900000 sec): 3 clusters
  Score: Raw -419036.159220 + Penalty 3945.542774 = -415090.616446
  nChanged 3
		SP:Iteration 45Q (88558.040000 sec): 3 clusters
  Score: Raw -419037.740559 + Penalty 3945.542774 = -415092.197785
  nChanged 1
		SP:Iteration 46Q (88558.180000 sec): 3 clusters
  Score: Raw -419038.005541 + Penalty 3945.542774 = -415092.462767
  nChanged 0
		SP:Iteration 47F (88558.330000 sec): 3 clusters
  Score: Raw -419038.005541 + Penalty 3945.542774 = -415092.462767
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (16563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88558.570000 sec): 2 clusters
  Score: Raw -2657542.965368 + Penalty 2409.301790 = -2655133.663579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88558.880000 sec): 3 clusters
  Score: Raw -2648170.579890 + Penalty 4818.603579 = -2643351.976311
  nChanged 7190
		SP:Iteration 1F (88559.150000 sec): 3 clusters
  Score: Raw -2651905.821862 + Penalty 4818.603579 = -2647087.218283
  nChanged 975
		SP:Iteration 2F (88559.430000 sec): 3 clusters
  Score: Raw -2652286.438115 + Penalty 4818.603579 = -2647467.834535
  nChanged 808
		SP:Iteration 3Q (88559.740000 sec): 3 clusters
  Score: Raw -2652589.272436 + Penalty 4818.603579 = -2647770.668857
  nChanged 680
		SP:Iteration 4Q (88560.010000 sec): 3 clusters
  Score: Raw -2652833.931483 + Penalty 4818.603579 = -2648015.327904
  nChanged 597
		SP:Iteration 5Q (88560.300000 sec): 3 clusters
  Score: Raw -2653054.462607 + Penalty 4818.603579 = -2648235.859028
  nChanged 603
		SP:Iteration 6Q (88560.590000 sec): 3 clusters
  Score: Raw -2653285.816172 + Penalty 4818.603579 = -2648467.212593
  nChanged 595
		SP:Iteration 7Q (88560.870000 sec): 3 clusters
  Score: Raw -2653539.816315 + Penalty 4818.603579 = -2648721.212736
  nChanged 666
		SP:Iteration 8Q (88561.190000 sec): 3 clusters
  Score: Raw -2653892.840995 + Penalty 4818.603579 = -2649074.237415
  nChanged 751
		SP:Iteration 9Q (88561.530000 sec): 3 clusters
  Score: Raw -2654312.914810 + Penalty 4818.603579 = -2649494.311231
  nChanged 770
		SP:Iteration 10Q (88561.930000 sec): 3 clusters
  Score: Raw -2654797.191234 + Penalty 4818.603579 = -2649978.587655
  nChanged 825
		SP:Iteration 11Q (88562.190000 sec): 3 clusters
  Score: Raw -2655365.056998 + Penalty 4818.603579 = -2650546.453419
  nChanged 752
		SP:Iteration 12Q (88562.480000 sec): 3 clusters
  Score: Raw -2655910.488471 + Penalty 4818.603579 = -2651091.884892
  nChanged 610
		SP:Iteration 13Q (88562.730000 sec): 3 clusters
  Score: Raw -2656335.745893 + Penalty 4818.603579 = -2651517.142314
  nChanged 499
		SP:Iteration 14Q (88563.020000 sec): 3 clusters
  Score: Raw -2656753.410125 + Penalty 4818.603579 = -2651934.806546
  nChanged 434
		SP:Iteration 15Q (88563.290000 sec): 3 clusters
  Score: Raw -2657126.304096 + Penalty 4818.603579 = -2652307.700517
  nChanged 352
		SP:Iteration 16Q (88563.590000 sec): 3 clusters
  Score: Raw -2657451.089705 + Penalty 4818.603579 = -2652632.486126
  nChanged 294
		SP:Iteration 17Q (88563.960000 sec): 3 clusters
  Score: Raw -2657743.109303 + Penalty 4818.603579 = -2652924.505724
  nChanged 242
		SP:Iteration 18Q (88564.260000 sec): 3 clusters
  Score: Raw -2657981.022857 + Penalty 4818.603579 = -2653162.419278
  nChanged 195
		SP:Iteration 19Q (88564.560000 sec): 3 clusters
  Score: Raw -2658129.719323 + Penalty 4818.603579 = -2653311.115744
  nChanged 135
		SP:Iteration 20F (88564.850000 sec): 3 clusters
  Score: Raw -2658201.346952 + Penalty 4818.603579 = -2653382.743373
  nChanged 93
		SP:Iteration 21Q (88565.150000 sec): 3 clusters
  Score: Raw -2658241.701693 + Penalty 4818.603579 = -2653423.098114
  nChanged 73
		SP:Iteration 22Q (88565.430000 sec): 3 clusters
  Score: Raw -2658271.662403 + Penalty 4818.603579 = -2653453.058824
  nChanged 56
		SP:Iteration 23Q (88565.690000 sec): 3 clusters
  Score: Raw -2658289.974571 + Penalty 4818.603579 = -2653471.370991
  nChanged 39
		SP:Iteration 24Q (88565.990000 sec): 3 clusters
  Score: Raw -2658300.660595 + Penalty 4818.603579 = -2653482.057015
  nChanged 22
		SP:Iteration 25Q (88566.230000 sec): 3 clusters
  Score: Raw -2658306.144427 + Penalty 4818.603579 = -2653487.540847
  nChanged 22
		SP:Iteration 26Q (88566.530000 sec): 3 clusters
  Score: Raw -2658311.278712 + Penalty 4818.603579 = -2653492.675133
  nChanged 11
		SP:Iteration 27Q (88566.830000 sec): 3 clusters
  Score: Raw -2658313.571017 + Penalty 4818.603579 = -2653494.967438
  nChanged 13
		SP:Iteration 28Q (88567.160000 sec): 3 clusters
  Score: Raw -2658315.935379 + Penalty 4818.603579 = -2653497.331800
  nChanged 8
		SP:Iteration 29Q (88567.470000 sec): 3 clusters
  Score: Raw -2658317.232438 + Penalty 4818.603579 = -2653498.628859
  nChanged 5
		SP:Iteration 30Q (88567.790000 sec): 3 clusters
  Score: Raw -2658318.952785 + Penalty 4818.603579 = -2653500.349206
  nChanged 9
		SP:Iteration 31Q (88568.070000 sec): 3 clusters
  Score: Raw -2658320.766300 + Penalty 4818.603579 = -2653502.162720
  nChanged 8
		SP:Iteration 32Q (88568.350000 sec): 3 clusters
  Score: Raw -2658322.958550 + Penalty 4818.603579 = -2653504.354970
  nChanged 8
		SP:Iteration 33Q (88568.690000 sec): 3 clusters
  Score: Raw -2658324.757250 + Penalty 4818.603579 = -2653506.153671
  nChanged 11
		SP:Iteration 34Q (88568.970000 sec): 3 clusters
  Score: Raw -2658326.689441 + Penalty 4818.603579 = -2653508.085862
  nChanged 8
		SP:Iteration 35Q (88569.320000 sec): 3 clusters
  Score: Raw -2658328.542085 + Penalty 4818.603579 = -2653509.938505
  nChanged 8
		SP:Iteration 36Q (88569.610000 sec): 3 clusters
  Score: Raw -2658330.210280 + Penalty 4818.603579 = -2653511.606701
  nChanged 6
		SP:Iteration 37Q (88569.910000 sec): 3 clusters
  Score: Raw -2658330.953490 + Penalty 4818.603579 = -2653512.349911
  nChanged 3
		SP:Iteration 38Q (88570.170000 sec): 3 clusters
  Score: Raw -2658331.591974 + Penalty 4818.603579 = -2653512.988395
  nChanged 3
		SP:Iteration 39Q (88570.470000 sec): 3 clusters
  Score: Raw -2658332.238781 + Penalty 4818.603579 = -2653513.635202
  nChanged 5
		SP:Iteration 40F (88570.710000 sec): 3 clusters
  Score: Raw -2658333.140648 + Penalty 4818.603579 = -2653514.537069
  nChanged 2
		SP:Iteration 41Q (88570.980000 sec): 3 clusters
  Score: Raw -2658333.481570 + Penalty 4818.603579 = -2653514.877991
  nChanged 3
		SP:Iteration 42Q (88571.250000 sec): 3 clusters
  Score: Raw -2658334.075977 + Penalty 4818.603579 = -2653515.472398
  nChanged 6
		SP:Iteration 43Q (88571.530000 sec): 3 clusters
  Score: Raw -2658335.441812 + Penalty 4818.603579 = -2653516.838232
  nChanged 4
		SP:Iteration 44Q (88571.790000 sec): 3 clusters
  Score: Raw -2658336.250018 + Penalty 4818.603579 = -2653517.646439
  nChanged 4
		SP:Iteration 45Q (88572.110000 sec): 3 clusters
  Score: Raw -2658336.876698 + Penalty 4818.603579 = -2653518.273119
  nChanged 5
		SP:Iteration 46Q (88572.340000 sec): 3 clusters
  Score: Raw -2658337.573126 + Penalty 4818.603579 = -2653518.969547
  nChanged 3
		SP:Iteration 47Q (88572.650000 sec): 3 clusters
  Score: Raw -2658337.895032 + Penalty 4818.603579 = -2653519.291453
  nChanged 1
		SP:Iteration 48Q (88572.890000 sec): 3 clusters
  Score: Raw -2658338.068628 + Penalty 4818.603579 = -2653519.465049
  nChanged 2
		SP:Iteration 49Q (88573.230000 sec): 3 clusters
  Score: Raw -2658338.321390 + Penalty 4818.603579 = -2653519.717811
  nChanged 1
		SP:Iteration 50Q (88573.420000 sec): 3 clusters
  Score: Raw -2658338.414868 + Penalty 4818.603579 = -2653519.811288
  nChanged 0
		SP:Iteration 51F (88573.760000 sec): 3 clusters
  Score: Raw -2658338.414868 + Penalty 4818.603579 = -2653519.811288
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (11104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88573.870000 sec): 2 clusters
  Score: Raw -1676586.929987 + Penalty 2310.135049 = -1674276.794938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88574.080000 sec): 3 clusters
  Score: Raw -1670557.451297 + Penalty 4620.270099 = -1665937.181198
  nChanged 4685
		SP:Iteration 1F (88574.300000 sec): 3 clusters
  Score: Raw -1673236.195325 + Penalty 4620.270099 = -1668615.925226
  nChanged 807
		SP:Iteration 2F (88574.530000 sec): 3 clusters
  Score: Raw -1673792.238620 + Penalty 4620.270099 = -1669171.968521
  nChanged 722
		SP:Iteration 3F (88574.710000 sec): 3 clusters
  Score: Raw -1674364.503097 + Penalty 4620.270099 = -1669744.232998
  nChanged 679
		SP:Iteration 4F (88574.970000 sec): 3 clusters
  Score: Raw -1674915.388716 + Penalty 4620.270099 = -1670295.118617
  nChanged 679
		SP:Iteration 5F (88575.180000 sec): 3 clusters
  Score: Raw -1675412.493563 + Penalty 4620.270099 = -1670792.223465
  nChanged 606
		SP:Iteration 6F (88575.360000 sec): 3 clusters
  Score: Raw -1675885.766735 + Penalty 4620.270099 = -1671265.496636
  nChanged 569
		SP:Iteration 7F (88575.670000 sec): 3 clusters
  Score: Raw -1676298.561773 + Penalty 4620.270099 = -1671678.291674
  nChanged 528
		SP:Iteration 8Q (88575.960000 sec): 3 clusters
  Score: Raw -1676622.770038 + Penalty 4620.270099 = -1672002.499940
  nChanged 399
		SP:Iteration 9Q (88576.270000 sec): 3 clusters
  Score: Raw -1676849.893212 + Penalty 4620.270099 = -1672229.623113
  nChanged 320
		SP:Iteration 10Q (88576.520000 sec): 3 clusters
  Score: Raw -1677003.770071 + Penalty 4620.270099 = -1672383.499972
  nChanged 274
		SP:Iteration 11Q (88576.830000 sec): 3 clusters
  Score: Raw -1677125.958066 + Penalty 4620.270099 = -1672505.687968
  nChanged 213
		SP:Iteration 12Q (88577.120000 sec): 3 clusters
  Score: Raw -1677212.838787 + Penalty 4620.270099 = -1672592.568689
  nChanged 171
		SP:Iteration 13Q (88577.350000 sec): 3 clusters
  Score: Raw -1677273.142804 + Penalty 4620.270099 = -1672652.872705
  nChanged 147
		SP:Iteration 14Q (88577.550000 sec): 3 clusters
  Score: Raw -1677322.361762 + Penalty 4620.270099 = -1672702.091663
  nChanged 121
		SP:Iteration 15Q (88577.820000 sec): 3 clusters
  Score: Raw -1677368.276768 + Penalty 4620.270099 = -1672748.006669
  nChanged 128
		SP:Iteration 16Q (88578.030000 sec): 3 clusters
  Score: Raw -1677413.785942 + Penalty 4620.270099 = -1672793.515844
  nChanged 110
		SP:Iteration 17Q (88578.310000 sec): 3 clusters
  Score: Raw -1677453.295614 + Penalty 4620.270099 = -1672833.025515
  nChanged 96
		SP:Iteration 18Q (88578.550000 sec): 3 clusters
  Score: Raw -1677485.409004 + Penalty 4620.270099 = -1672865.138905
  nChanged 97
		SP:Iteration 19Q (88578.790000 sec): 3 clusters
  Score: Raw -1677522.580987 + Penalty 4620.270099 = -1672902.310889
  nChanged 101
		SP:Iteration 20F (88579.010000 sec): 3 clusters
  Score: Raw -1677561.828800 + Penalty 4620.270099 = -1672941.558702
  nChanged 84
		SP:Iteration 21Q (88579.300000 sec): 3 clusters
  Score: Raw -1677588.762905 + Penalty 4620.270099 = -1672968.492806
  nChanged 86
		SP:Iteration 22Q (88579.560000 sec): 3 clusters
  Score: Raw -1677616.797875 + Penalty 4620.270099 = -1672996.527777
  nChanged 82
		SP:Iteration 23Q (88579.820000 sec): 3 clusters
  Score: Raw -1677648.087667 + Penalty 4620.270099 = -1673027.817568
  nChanged 83
		SP:Iteration 24Q (88580.080000 sec): 3 clusters
  Score: Raw -1677677.590314 + Penalty 4620.270099 = -1673057.320216
  nChanged 63
		SP:Iteration 25Q (88580.300000 sec): 3 clusters
  Score: Raw -1677700.590893 + Penalty 4620.270099 = -1673080.320794
  nChanged 67
		SP:Iteration 26Q (88580.580000 sec): 3 clusters
  Score: Raw -1677727.891617 + Penalty 4620.270099 = -1673107.621518
  nChanged 76
		SP:Iteration 27Q (88580.810000 sec): 3 clusters
  Score: Raw -1677755.575955 + Penalty 4620.270099 = -1673135.305856
  nChanged 72
		SP:Iteration 28Q (88581.050000 sec): 3 clusters
  Score: Raw -1677780.635643 + Penalty 4620.270099 = -1673160.365544
  nChanged 71
		SP:Iteration 29Q (88581.230000 sec): 3 clusters
  Score: Raw -1677805.941023 + Penalty 4620.270099 = -1673185.670925
  nChanged 74
		SP:Iteration 30Q (88581.420000 sec): 3 clusters
  Score: Raw -1677836.600276 + Penalty 4620.270099 = -1673216.330177
  nChanged 75
		SP:Iteration 31Q (88581.660000 sec): 3 clusters
  Score: Raw -1677864.257515 + Penalty 4620.270099 = -1673243.987416
  nChanged 59
		SP:Iteration 32Q (88581.800000 sec): 3 clusters
  Score: Raw -1677887.355309 + Penalty 4620.270099 = -1673267.085210
  nChanged 59
		SP:Iteration 33Q (88582.050000 sec): 3 clusters
  Score: Raw -1677911.320726 + Penalty 4620.270099 = -1673291.050627
  nChanged 59
		SP:Iteration 34Q (88582.200000 sec): 3 clusters
  Score: Raw -1677937.421084 + Penalty 4620.270099 = -1673317.150986
  nChanged 67
		SP:Iteration 35Q (88582.450000 sec): 3 clusters
  Score: Raw -1677965.770094 + Penalty 4620.270099 = -1673345.499995
  nChanged 61
		SP:Iteration 36Q (88582.670000 sec): 3 clusters
  Score: Raw -1677986.829481 + Penalty 4620.270099 = -1673366.559382
  nChanged 54
		SP:Iteration 37Q (88582.810000 sec): 3 clusters
  Score: Raw -1678008.592348 + Penalty 4620.270099 = -1673388.322249
  nChanged 59
		SP:Iteration 38Q (88583.060000 sec): 3 clusters
  Score: Raw -1678035.729899 + Penalty 4620.270099 = -1673415.459801
  nChanged 57
		SP:Iteration 39Q (88583.270000 sec): 3 clusters
  Score: Raw -1678061.343860 + Penalty 4620.270099 = -1673441.073761
  nChanged 56
		SP:Iteration 40F (88583.460000 sec): 3 clusters
  Score: Raw -1678085.890702 + Penalty 4620.270099 = -1673465.620604
  nChanged 52
		SP:Iteration 41Q (88583.710000 sec): 3 clusters
  Score: Raw -1678106.895362 + Penalty 4620.270099 = -1673486.625263
  nChanged 49
		SP:Iteration 42Q (88584.000000 sec): 3 clusters
  Score: Raw -1678125.713721 + Penalty 4620.270099 = -1673505.443622
  nChanged 30
		SP:Iteration 43Q (88584.210000 sec): 3 clusters
  Score: Raw -1678141.201473 + Penalty 4620.270099 = -1673520.931375
  nChanged 34
		SP:Iteration 44Q (88584.450000 sec): 3 clusters
  Score: Raw -1678155.820027 + Penalty 4620.270099 = -1673535.549928
  nChanged 36
		SP:Iteration 45Q (88584.660000 sec): 3 clusters
  Score: Raw -1678170.015678 + Penalty 4620.270099 = -1673549.745580
  nChanged 24
		SP:Iteration 46Q (88584.920000 sec): 3 clusters
  Score: Raw -1678178.296419 + Penalty 4620.270099 = -1673558.026320
  nChanged 21
		SP:Iteration 47Q (88585.120000 sec): 3 clusters
  Score: Raw -1678185.436508 + Penalty 4620.270099 = -1673565.166409
  nChanged 19
		SP:Iteration 48Q (88585.390000 sec): 3 clusters
  Score: Raw -1678191.299967 + Penalty 4620.270099 = -1673571.029869
  nChanged 16
		SP:Iteration 49Q (88585.570000 sec): 3 clusters
  Score: Raw -1678197.391955 + Penalty 4620.270099 = -1673577.121856
  nChanged 14
		SP:Iteration 50Q (88585.800000 sec): 3 clusters
  Score: Raw -1678205.083458 + Penalty 4620.270099 = -1673584.813359
  nChanged 14
		SP:Iteration 51Q (88586.030000 sec): 3 clusters
  Score: Raw -1678210.155824 + Penalty 4620.270099 = -1673589.885726
  nChanged 14
		SP:Iteration 52Q (88586.310000 sec): 3 clusters
  Score: Raw -1678214.008650 + Penalty 4620.270099 = -1673593.738551
  nChanged 8
		SP:Iteration 53Q (88586.520000 sec): 3 clusters
  Score: Raw -1678217.220664 + Penalty 4620.270099 = -1673596.950565
  nChanged 12
		SP:Iteration 54Q (88586.700000 sec): 3 clusters
  Score: Raw -1678223.260837 + Penalty 4620.270099 = -1673602.990739
  nChanged 13
		SP:Iteration 55Q (88586.950000 sec): 3 clusters
  Score: Raw -1678227.596159 + Penalty 4620.270099 = -1673607.326061
  nChanged 15
		SP:Iteration 56Q (88587.100000 sec): 3 clusters
  Score: Raw -1678232.866953 + Penalty 4620.270099 = -1673612.596855
  nChanged 12
		SP:Iteration 57Q (88587.360000 sec): 3 clusters
  Score: Raw -1678237.632975 + Penalty 4620.270099 = -1673617.362877
  nChanged 10
		SP:Iteration 58Q (88587.630000 sec): 3 clusters
  Score: Raw -1678242.922905 + Penalty 4620.270099 = -1673622.652806
  nChanged 13
		SP:Iteration 59Q (88587.830000 sec): 3 clusters
  Score: Raw -1678248.165857 + Penalty 4620.270099 = -1673627.895758
  nChanged 10
		SP:Iteration 60F (88588.050000 sec): 3 clusters
  Score: Raw -1678251.147659 + Penalty 4620.270099 = -1673630.877561
  nChanged 7
		SP:Iteration 61Q (88588.300000 sec): 3 clusters
  Score: Raw -1678253.091914 + Penalty 4620.270099 = -1673632.821815
  nChanged 6
		SP:Iteration 62Q (88588.530000 sec): 3 clusters
  Score: Raw -1678254.285803 + Penalty 4620.270099 = -1673634.015704
  nChanged 7
		SP:Iteration 63Q (88588.720000 sec): 3 clusters
  Score: Raw -1678255.961627 + Penalty 4620.270099 = -1673635.691528
  nChanged 6
		SP:Iteration 64Q (88588.970000 sec): 3 clusters
  Score: Raw -1678257.688394 + Penalty 4620.270099 = -1673637.418296
  nChanged 4
		SP:Iteration 65Q (88589.170000 sec): 3 clusters
  Score: Raw -1678258.795042 + Penalty 4620.270099 = -1673638.524943
  nChanged 5
		SP:Iteration 66Q (88589.330000 sec): 3 clusters
  Score: Raw -1678259.921654 + Penalty 4620.270099 = -1673639.651555
  nChanged 2
		SP:Iteration 67Q (88589.590000 sec): 3 clusters
  Score: Raw -1678260.575254 + Penalty 4620.270099 = -1673640.305155
  nChanged 6
		SP:Iteration 68Q (88589.790000 sec): 3 clusters
  Score: Raw -1678262.762209 + Penalty 4620.270099 = -1673642.492110
  nChanged 6
		SP:Iteration 69Q (88590.040000 sec): 3 clusters
  Score: Raw -1678264.442469 + Penalty 4620.270099 = -1673644.172370
  nChanged 6
		SP:Iteration 70Q (88590.310000 sec): 3 clusters
  Score: Raw -1678265.860060 + Penalty 4620.270099 = -1673645.589962
  nChanged 4
		SP:Iteration 71Q (88590.510000 sec): 3 clusters
  Score: Raw -1678268.867244 + Penalty 4620.270099 = -1673648.597145
  nChanged 8
		SP:Iteration 72Q (88590.750000 sec): 3 clusters
  Score: Raw -1678272.368576 + Penalty 4620.270099 = -1673652.098477
  nChanged 10
		SP:Iteration 73Q (88590.970000 sec): 3 clusters
  Score: Raw -1678278.404390 + Penalty 4620.270099 = -1673658.134291
  nChanged 13
		SP:Iteration 74Q (88591.190000 sec): 3 clusters
  Score: Raw -1678286.816758 + Penalty 4620.270099 = -1673666.546660
  nChanged 15
		SP:Iteration 75Q (88591.440000 sec): 3 clusters
  Score: Raw -1678297.635948 + Penalty 4620.270099 = -1673677.365850
  nChanged 30
		SP:Iteration 76Q (88591.720000 sec): 3 clusters
  Score: Raw -1678322.304395 + Penalty 4620.270099 = -1673702.034296
  nChanged 33
		SP:Iteration 77Q (88592.030000 sec): 3 clusters
  Score: Raw -1678360.757618 + Penalty 4620.270099 = -1673740.487519
  nChanged 38
		SP:Iteration 78Q (88592.230000 sec): 3 clusters
  Score: Raw -1678397.009444 + Penalty 4620.270099 = -1673776.739346
  nChanged 43
		SP:Iteration 79Q (88592.470000 sec): 3 clusters
  Score: Raw -1678443.991336 + Penalty 4620.270099 = -1673823.721237
  nChanged 35
		SP:Iteration 80F (88592.680000 sec): 3 clusters
  Score: Raw -1678491.862278 + Penalty 4620.270099 = -1673871.592179
  nChanged 46
		SP:Iteration 81Q (88592.930000 sec): 3 clusters
  Score: Raw -1678523.633225 + Penalty 4620.270099 = -1673903.363127
  nChanged 41
		SP:Iteration 82Q (88593.150000 sec): 3 clusters
  Score: Raw -1678548.441335 + Penalty 4620.270099 = -1673928.171237
  nChanged 37
		SP:Iteration 83Q (88593.400000 sec): 3 clusters
  Score: Raw -1678571.614051 + Penalty 4620.270099 = -1673951.343953
  nChanged 28
		SP:Iteration 84Q (88593.650000 sec): 3 clusters
  Score: Raw -1678588.802491 + Penalty 4620.270099 = -1673968.532392
  nChanged 23
		SP:Iteration 85Q (88593.860000 sec): 3 clusters
  Score: Raw -1678599.856301 + Penalty 4620.270099 = -1673979.586202
  nChanged 17
		SP:Iteration 86Q (88594.090000 sec): 3 clusters
  Score: Raw -1678608.691960 + Penalty 4620.270099 = -1673988.421862
  nChanged 11
		SP:Iteration 87Q (88594.330000 sec): 3 clusters
  Score: Raw -1678613.240702 + Penalty 4620.270099 = -1673992.970604
  nChanged 9
		SP:Iteration 88Q (88594.520000 sec): 3 clusters
  Score: Raw -1678616.722096 + Penalty 4620.270099 = -1673996.451998
  nChanged 6
		SP:Iteration 89Q (88594.730000 sec): 3 clusters
  Score: Raw -1678618.407903 + Penalty 4620.270099 = -1673998.137804
  nChanged 3
		SP:Iteration 90Q (88595.000000 sec): 3 clusters
  Score: Raw -1678619.355791 + Penalty 4620.270099 = -1673999.085692
  nChanged 0
		SP:Iteration 91F (88595.180000 sec): 3 clusters
  Score: Raw -1678619.355791 + Penalty 4620.270099 = -1673999.085692
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (2539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88595.290000 sec): 2 clusters
  Score: Raw -381734.201504 + Penalty 1944.202344 = -379789.999160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88595.470000 sec): 3 clusters
  Score: Raw -380699.772851 + Penalty 3888.404689 = -376811.368162
  nChanged 875
		SP:Iteration 1F (88595.620000 sec): 3 clusters
  Score: Raw -381268.163750 + Penalty 3888.404689 = -377379.759062
  nChanged 197
		SP:Iteration 2F (88595.760000 sec): 3 clusters
  Score: Raw -381403.986807 + Penalty 3888.404689 = -377515.582118
  nChanged 112
		SP:Iteration 3Q (88595.870000 sec): 3 clusters
  Score: Raw -381483.046783 + Penalty 3888.404689 = -377594.642094
  nChanged 65
		SP:Iteration 4Q (88596.030000 sec): 3 clusters
  Score: Raw -381533.429878 + Penalty 3888.404689 = -377645.025189
  nChanged 57
		SP:Iteration 5Q (88596.180000 sec): 3 clusters
  Score: Raw -381576.355835 + Penalty 3888.404689 = -377687.951147
  nChanged 44
		SP:Iteration 6Q (88596.330000 sec): 3 clusters
  Score: Raw -381602.610905 + Penalty 3888.404689 = -377714.206217
  nChanged 37
		SP:Iteration 7Q (88596.470000 sec): 3 clusters
  Score: Raw -381627.496200 + Penalty 3888.404689 = -377739.091511
  nChanged 25
		SP:Iteration 8Q (88596.610000 sec): 3 clusters
  Score: Raw -381641.599344 + Penalty 3888.404689 = -377753.194656
  nChanged 21
		SP:Iteration 9Q (88596.750000 sec): 3 clusters
  Score: Raw -381653.132508 + Penalty 3888.404689 = -377764.727820
  nChanged 17
		SP:Iteration 10Q (88596.900000 sec): 3 clusters
  Score: Raw -381663.354698 + Penalty 3888.404689 = -377774.950010
  nChanged 20
		SP:Iteration 11Q (88597.090000 sec): 3 clusters
  Score: Raw -381676.919693 + Penalty 3888.404689 = -377788.515004
  nChanged 21
		SP:Iteration 12Q (88597.230000 sec): 3 clusters
  Score: Raw -381689.699044 + Penalty 3888.404689 = -377801.294356
  nChanged 19
		SP:Iteration 13Q (88597.380000 sec): 3 clusters
  Score: Raw -381704.424141 + Penalty 3888.404689 = -377816.019452
  nChanged 29
		SP:Iteration 14Q (88597.570000 sec): 3 clusters
  Score: Raw -381722.471131 + Penalty 3888.404689 = -377834.066442
  nChanged 23
		SP:Iteration 15Q (88597.690000 sec): 3 clusters
  Score: Raw -381739.759165 + Penalty 3888.404689 = -377851.354476
  nChanged 30
		SP:Iteration 16Q (88597.830000 sec): 3 clusters
  Score: Raw -381762.860608 + Penalty 3888.404689 = -377874.455919
  nChanged 33
		SP:Iteration 17Q (88597.970000 sec): 3 clusters
  Score: Raw -381783.054060 + Penalty 3888.404689 = -377894.649372
  nChanged 36
		SP:Iteration 18Q (88598.120000 sec): 3 clusters
  Score: Raw -381812.590974 + Penalty 3888.404689 = -377924.186285
  nChanged 47
		SP:Iteration 19Q (88598.260000 sec): 3 clusters
  Score: Raw -381851.164843 + Penalty 3888.404689 = -377962.760154
  nChanged 56
		SP:Iteration 20F (88598.410000 sec): 3 clusters
  Score: Raw -381902.436941 + Penalty 3888.404689 = -378014.032253
  nChanged 75
		SP:Iteration 21Q (88598.550000 sec): 3 clusters
  Score: Raw -381971.643008 + Penalty 3888.404689 = -378083.238320
  nChanged 68
		SP:Iteration 22Q (88598.690000 sec): 3 clusters
  Score: Raw -382027.497803 + Penalty 3888.404689 = -378139.093115
  nChanged 64
		SP:Iteration 23Q (88598.840000 sec): 3 clusters
  Score: Raw -382086.525746 + Penalty 3888.404689 = -378198.121057
  nChanged 62
		SP:Iteration 24Q (88599.010000 sec): 3 clusters
  Score: Raw -382135.409547 + Penalty 3888.404689 = -378247.004858
  nChanged 52
		SP:Iteration 25Q (88599.130000 sec): 3 clusters
  Score: Raw -382169.624091 + Penalty 3888.404689 = -378281.219402
  nChanged 43
		SP:Iteration 26Q (88599.310000 sec): 3 clusters
  Score: Raw -382195.657234 + Penalty 3888.404689 = -378307.252545
  nChanged 30
		SP:Iteration 27Q (88599.410000 sec): 3 clusters
  Score: Raw -382218.562523 + Penalty 3888.404689 = -378330.157834
  nChanged 34
		SP:Iteration 28Q (88599.560000 sec): 3 clusters
  Score: Raw -382241.879878 + Penalty 3888.404689 = -378353.475190
  nChanged 29
		SP:Iteration 29Q (88599.710000 sec): 3 clusters
  Score: Raw -382262.593983 + Penalty 3888.404689 = -378374.189295
  nChanged 26
		SP:Iteration 30Q (88599.850000 sec): 3 clusters
  Score: Raw -382280.991886 + Penalty 3888.404689 = -378392.587197
  nChanged 18
		SP:Iteration 31Q (88599.940000 sec): 3 clusters
  Score: Raw -382291.803837 + Penalty 3888.404689 = -378403.399148
  nChanged 17
		SP:Iteration 32Q (88600.080000 sec): 3 clusters
  Score: Raw -382305.227933 + Penalty 3888.404689 = -378416.823244
  nChanged 16
		SP:Iteration 33Q (88600.230000 sec): 3 clusters
  Score: Raw -382319.997434 + Penalty 3888.404689 = -378431.592745
  nChanged 17
		SP:Iteration 34Q (88600.370000 sec): 3 clusters
  Score: Raw -382329.937106 + Penalty 3888.404689 = -378441.532417
  nChanged 22
		SP:Iteration 35Q (88600.510000 sec): 3 clusters
  Score: Raw -382342.747152 + Penalty 3888.404689 = -378454.342464
  nChanged 16
		SP:Iteration 36Q (88600.660000 sec): 3 clusters
  Score: Raw -382352.838586 + Penalty 3888.404689 = -378464.433898
  nChanged 12
		SP:Iteration 37Q (88600.800000 sec): 3 clusters
  Score: Raw -382361.272937 + Penalty 3888.404689 = -378472.868248
  nChanged 10
		SP:Iteration 38Q (88600.950000 sec): 3 clusters
  Score: Raw -382371.620144 + Penalty 3888.404689 = -378483.215455
  nChanged 8
		SP:Iteration 39Q (88601.090000 sec): 3 clusters
  Score: Raw -382376.627902 + Penalty 3888.404689 = -378488.223213
  nChanged 7
		SP:Iteration 40F (88601.230000 sec): 3 clusters
  Score: Raw -382378.944716 + Penalty 3888.404689 = -378490.540027
  nChanged 3
		SP:Iteration 41Q (88601.380000 sec): 3 clusters
  Score: Raw -382380.078404 + Penalty 3888.404689 = -378491.673715
  nChanged 1
		SP:Iteration 42Q (88601.520000 sec): 3 clusters
  Score: Raw -382380.265027 + Penalty 3888.404689 = -378491.860338
  nChanged 1
		SP:Iteration 43Q (88601.670000 sec): 3 clusters
  Score: Raw -382380.618988 + Penalty 3888.404689 = -378492.214299
  nChanged 2
		SP:Iteration 44Q (88601.810000 sec): 3 clusters
  Score: Raw -382381.541151 + Penalty 3888.404689 = -378493.136463
  nChanged 2
		SP:Iteration 45Q (88601.950000 sec): 3 clusters
  Score: Raw -382382.464769 + Penalty 3888.404689 = -378494.060081
  nChanged 1
		SP:Iteration 46Q (88602.100000 sec): 3 clusters
  Score: Raw -382382.898044 + Penalty 3888.404689 = -378494.493356
  nChanged 0
		SP:Iteration 47F (88602.240000 sec): 3 clusters
  Score: Raw -382382.898044 + Penalty 3888.404689 = -378494.493356
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (2468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88602.400000 sec): 2 clusters
  Score: Raw -364858.641151 + Penalty 1937.168519 = -362921.472631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88602.610000 sec): 3 clusters
  Score: Raw -363904.966545 + Penalty 3874.337039 = -360030.629506
  nChanged 820
		SP:Iteration 1F (88602.780000 sec): 3 clusters
  Score: Raw -364513.149061 + Penalty 3874.337039 = -360638.812022
  nChanged 213
		SP:Iteration 2F (88602.920000 sec): 3 clusters
  Score: Raw -364725.556479 + Penalty 3874.337039 = -360851.219440
  nChanged 158
		SP:Iteration 3F (88603.070000 sec): 3 clusters
  Score: Raw -364911.835787 + Penalty 3874.337039 = -361037.498748
  nChanged 137
		SP:Iteration 4F (88603.230000 sec): 3 clusters
  Score: Raw -365104.065145 + Penalty 3874.337039 = -361229.728106
  nChanged 127
		SP:Iteration 5F (88603.390000 sec): 3 clusters
  Score: Raw -365282.297266 + Penalty 3874.337039 = -361407.960227
  nChanged 116
		SP:Iteration 6Q (88603.610000 sec): 3 clusters
  Score: Raw -365423.483509 + Penalty 3874.337039 = -361549.146470
  nChanged 86
		SP:Iteration 7Q (88603.800000 sec): 3 clusters
  Score: Raw -365537.179355 + Penalty 3874.337039 = -361662.842316
  nChanged 84
		SP:Iteration 8Q (88603.970000 sec): 3 clusters
  Score: Raw -365627.056869 + Penalty 3874.337039 = -361752.719830
  nChanged 65
		SP:Iteration 9Q (88604.140000 sec): 3 clusters
  Score: Raw -365687.914875 + Penalty 3874.337039 = -361813.577836
  nChanged 44
		SP:Iteration 10Q (88604.320000 sec): 3 clusters
  Score: Raw -365722.769353 + Penalty 3874.337039 = -361848.432314
  nChanged 30
		SP:Iteration 11Q (88604.480000 sec): 3 clusters
  Score: Raw -365746.470783 + Penalty 3874.337039 = -361872.133744
  nChanged 24
		SP:Iteration 12Q (88604.650000 sec): 3 clusters
  Score: Raw -365770.058707 + Penalty 3874.337039 = -361895.721668
  nChanged 23
		SP:Iteration 13Q (88604.830000 sec): 3 clusters
  Score: Raw -365787.426604 + Penalty 3874.337039 = -361913.089565
  nChanged 23
		SP:Iteration 14Q (88605.050000 sec): 3 clusters
  Score: Raw -365802.139764 + Penalty 3874.337039 = -361927.802725
  nChanged 22
		SP:Iteration 15Q (88605.230000 sec): 3 clusters
  Score: Raw -365816.843369 + Penalty 3874.337039 = -361942.506330
  nChanged 17
		SP:Iteration 16Q (88605.440000 sec): 3 clusters
  Score: Raw -365829.609553 + Penalty 3874.337039 = -361955.272514
  nChanged 16
		SP:Iteration 17Q (88605.590000 sec): 3 clusters
  Score: Raw -365838.815748 + Penalty 3874.337039 = -361964.478709
  nChanged 13
		SP:Iteration 18Q (88605.790000 sec): 3 clusters
  Score: Raw -365845.496110 + Penalty 3874.337039 = -361971.159071
  nChanged 10
		SP:Iteration 19Q (88605.920000 sec): 3 clusters
  Score: Raw -365850.373974 + Penalty 3874.337039 = -361976.036935
  nChanged 7
		SP:Iteration 20F (88606.100000 sec): 3 clusters
  Score: Raw -365854.474541 + Penalty 3874.337039 = -361980.137502
  nChanged 8
		SP:Iteration 21Q (88606.290000 sec): 3 clusters
  Score: Raw -365861.024698 + Penalty 3874.337039 = -361986.687659
  nChanged 11
		SP:Iteration 22Q (88606.460000 sec): 3 clusters
  Score: Raw -365868.455764 + Penalty 3874.337039 = -361994.118725
  nChanged 10
		SP:Iteration 23Q (88606.570000 sec): 3 clusters
  Score: Raw -365878.403147 + Penalty 3874.337039 = -362004.066108
  nChanged 10
		SP:Iteration 24Q (88606.710000 sec): 3 clusters
  Score: Raw -365884.142288 + Penalty 3874.337039 = -362009.805249
  nChanged 6
		SP:Iteration 25Q (88606.810000 sec): 3 clusters
  Score: Raw -365886.774215 + Penalty 3874.337039 = -362012.437176
  nChanged 3
		SP:Iteration 26Q (88606.980000 sec): 3 clusters
  Score: Raw -365889.076610 + Penalty 3874.337039 = -362014.739571
  nChanged 2
		SP:Iteration 27Q (88607.090000 sec): 3 clusters
  Score: Raw -365890.441634 + Penalty 3874.337039 = -362016.104595
  nChanged 1
		SP:Iteration 28Q (88607.270000 sec): 3 clusters
  Score: Raw -365891.175131 + Penalty 3874.337039 = -362016.838092
  nChanged 1
		SP:Iteration 29Q (88607.440000 sec): 3 clusters
  Score: Raw -365892.330782 + Penalty 3874.337039 = -362017.993743
  nChanged 1
		SP:Iteration 30Q (88607.560000 sec): 3 clusters
  Score: Raw -365892.538217 + Penalty 3874.337039 = -362018.201178
  nChanged 0
		SP:Iteration 31F (88607.710000 sec): 3 clusters
  Score: Raw -365892.538217 + Penalty 3874.337039 = -362018.201178
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (18817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88607.890000 sec): 2 clusters
  Score: Raw -3029721.369421 + Penalty 2440.943967 = -3027280.425454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88608.220000 sec): 3 clusters
  Score: Raw -3018813.301453 + Penalty 4881.887934 = -3013931.413519
  nChanged 8380
		SP:Iteration 1F (88608.500000 sec): 3 clusters
  Score: Raw -3023305.433564 + Penalty 4881.887934 = -3018423.545630
  nChanged 1109
		SP:Iteration 2F (88608.780000 sec): 3 clusters
  Score: Raw -3023795.400183 + Penalty 4881.887934 = -3018913.512250
  nChanged 1027
		SP:Iteration 3F (88609.080000 sec): 3 clusters
  Score: Raw -3024309.198582 + Penalty 4881.887934 = -3019427.310648
  nChanged 1095
		SP:Iteration 4F (88609.360000 sec): 3 clusters
  Score: Raw -3024924.003537 + Penalty 4881.887934 = -3020042.115603
  nChanged 1135
		SP:Iteration 5F (88609.670000 sec): 3 clusters
  Score: Raw -3025604.938068 + Penalty 4881.887934 = -3020723.050135
  nChanged 1099
		SP:Iteration 6F (88609.980000 sec): 3 clusters
  Score: Raw -3026234.683023 + Penalty 4881.887934 = -3021352.795089
  nChanged 945
		SP:Iteration 7F (88610.270000 sec): 3 clusters
  Score: Raw -3026767.101659 + Penalty 4881.887934 = -3021885.213726
  nChanged 832
		SP:Iteration 8Q (88610.550000 sec): 3 clusters
  Score: Raw -3027222.998223 + Penalty 4881.887934 = -3022341.110289
  nChanged 682
		SP:Iteration 9Q (88610.900000 sec): 3 clusters
  Score: Raw -3027604.077917 + Penalty 4881.887934 = -3022722.189983
  nChanged 595
		SP:Iteration 10Q (88611.220000 sec): 3 clusters
  Score: Raw -3027948.250063 + Penalty 4881.887934 = -3023066.362129
  nChanged 510
		SP:Iteration 11Q (88611.480000 sec): 3 clusters
  Score: Raw -3028254.235152 + Penalty 4881.887934 = -3023372.347218
  nChanged 473
		SP:Iteration 12Q (88611.860000 sec): 3 clusters
  Score: Raw -3028546.532495 + Penalty 4881.887934 = -3023664.644561
  nChanged 431
		SP:Iteration 13Q (88612.120000 sec): 3 clusters
  Score: Raw -3028836.893525 + Penalty 4881.887934 = -3023955.005591
  nChanged 345
		SP:Iteration 14Q (88612.460000 sec): 3 clusters
  Score: Raw -3029080.909258 + Penalty 4881.887934 = -3024199.021324
  nChanged 301
		SP:Iteration 15Q (88612.780000 sec): 3 clusters
  Score: Raw -3029317.757034 + Penalty 4881.887934 = -3024435.869101
  nChanged 268
		SP:Iteration 16Q (88613.100000 sec): 3 clusters
  Score: Raw -3029542.761402 + Penalty 4881.887934 = -3024660.873468
  nChanged 198
		SP:Iteration 17Q (88613.440000 sec): 3 clusters
  Score: Raw -3029705.584996 + Penalty 4881.887934 = -3024823.697062
  nChanged 133
		SP:Iteration 18Q (88613.780000 sec): 3 clusters
  Score: Raw -3029815.630442 + Penalty 4881.887934 = -3024933.742508
  nChanged 97
		SP:Iteration 19Q (88614.080000 sec): 3 clusters
  Score: Raw -3029900.051580 + Penalty 4881.887934 = -3025018.163646
  nChanged 69
		SP:Iteration 20F (88614.360000 sec): 3 clusters
  Score: Raw -3029962.320119 + Penalty 4881.887934 = -3025080.432185
  nChanged 51
		SP:Iteration 21Q (88614.720000 sec): 3 clusters
  Score: Raw -3030010.822999 + Penalty 4881.887934 = -3025128.935065
  nChanged 36
		SP:Iteration 22Q (88615.030000 sec): 3 clusters
  Score: Raw -3030038.581499 + Penalty 4881.887934 = -3025156.693565
  nChanged 28
		SP:Iteration 23Q (88615.260000 sec): 3 clusters
  Score: Raw -3030056.788142 + Penalty 4881.887934 = -3025174.900209
  nChanged 24
		SP:Iteration 24Q (88615.530000 sec): 3 clusters
  Score: Raw -3030073.812982 + Penalty 4881.887934 = -3025191.925048
  nChanged 25
		SP:Iteration 25Q (88615.830000 sec): 3 clusters
  Score: Raw -3030096.481468 + Penalty 4881.887934 = -3025214.593535
  nChanged 28
		SP:Iteration 26Q (88616.100000 sec): 3 clusters
  Score: Raw -3030120.708080 + Penalty 4881.887934 = -3025238.820146
  nChanged 26
		SP:Iteration 27Q (88616.420000 sec): 3 clusters
  Score: Raw -3030146.147653 + Penalty 4881.887934 = -3025264.259719
  nChanged 25
		SP:Iteration 28Q (88616.750000 sec): 3 clusters
  Score: Raw -3030166.155875 + Penalty 4881.887934 = -3025284.267941
  nChanged 24
		SP:Iteration 29Q (88617.070000 sec): 3 clusters
  Score: Raw -3030188.885999 + Penalty 4881.887934 = -3025306.998066
  nChanged 30
		SP:Iteration 30Q (88617.340000 sec): 3 clusters
  Score: Raw -3030215.146324 + Penalty 4881.887934 = -3025333.258390
  nChanged 13
		SP:Iteration 31Q (88617.700000 sec): 3 clusters
  Score: Raw -3030227.928873 + Penalty 4881.887934 = -3025346.040939
  nChanged 8
		SP:Iteration 32Q (88617.970000 sec): 3 clusters
  Score: Raw -3030235.838409 + Penalty 4881.887934 = -3025353.950475
  nChanged 8
		SP:Iteration 33Q (88618.230000 sec): 3 clusters
  Score: Raw -3030242.958189 + Penalty 4881.887934 = -3025361.070256
  nChanged 8
		SP:Iteration 34Q (88618.530000 sec): 3 clusters
  Score: Raw -3030249.592232 + Penalty 4881.887934 = -3025367.704298
  nChanged 4
		SP:Iteration 35Q (88618.850000 sec): 3 clusters
  Score: Raw -3030252.512672 + Penalty 4881.887934 = -3025370.624738
  nChanged 2
		SP:Iteration 36Q (88619.080000 sec): 3 clusters
  Score: Raw -3030253.599542 + Penalty 4881.887934 = -3025371.711608
  nChanged 2
		SP:Iteration 37Q (88619.390000 sec): 3 clusters
  Score: Raw -3030254.771704 + Penalty 4881.887934 = -3025372.883770
  nChanged 1
		SP:Iteration 38Q (88619.680000 sec): 3 clusters
  Score: Raw -3030255.428266 + Penalty 4881.887934 = -3025373.540332
  nChanged 1
		SP:Iteration 39Q (88620.010000 sec): 3 clusters
  Score: Raw -3030255.938182 + Penalty 4881.887934 = -3025374.050248
  nChanged 3
		SP:Iteration 40F (88620.370000 sec): 3 clusters
  Score: Raw -3030258.854612 + Penalty 4881.887934 = -3025376.966678
  nChanged 4
		SP:Iteration 41Q (88620.680000 sec): 3 clusters
  Score: Raw -3030261.868462 + Penalty 4881.887934 = -3025379.980528
  nChanged 3
		SP:Iteration 42Q (88620.920000 sec): 3 clusters
  Score: Raw -3030264.348201 + Penalty 4881.887934 = -3025382.460268
  nChanged 4
		SP:Iteration 43Q (88621.210000 sec): 3 clusters
  Score: Raw -3030266.360181 + Penalty 4881.887934 = -3025384.472247
  nChanged 2
		SP:Iteration 44Q (88621.490000 sec): 3 clusters
  Score: Raw -3030267.780131 + Penalty 4881.887934 = -3025385.892197
  nChanged 0
		SP:Iteration 45F (88621.770000 sec): 3 clusters
  Score: Raw -3030267.780131 + Penalty 4881.887934 = -3025385.892197
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (8364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88621.900000 sec): 2 clusters
  Score: Raw -1334914.303057 + Penalty 2239.859631 = -1332674.443426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88622.090000 sec): 3 clusters
  Score: Raw -1330541.354997 + Penalty 4479.719262 = -1326061.635735
  nChanged 3350
		SP:Iteration 1F (88622.290000 sec): 3 clusters
  Score: Raw -1332403.819136 + Penalty 4479.719262 = -1327924.099874
  nChanged 563
		SP:Iteration 2F (88622.490000 sec): 3 clusters
  Score: Raw -1332685.528018 + Penalty 4479.719262 = -1328205.808756
  nChanged 416
		SP:Iteration 3Q (88622.720000 sec): 3 clusters
  Score: Raw -1332863.571876 + Penalty 4479.719262 = -1328383.852614
  nChanged 309
		SP:Iteration 4Q (88622.900000 sec): 3 clusters
  Score: Raw -1333002.841387 + Penalty 4479.719262 = -1328523.122125
  nChanged 277
		SP:Iteration 5Q (88623.090000 sec): 3 clusters
  Score: Raw -1333122.481112 + Penalty 4479.719262 = -1328642.761850
  nChanged 260
		SP:Iteration 6Q (88623.210000 sec): 3 clusters
  Score: Raw -1333226.337704 + Penalty 4479.719262 = -1328746.618442
  nChanged 238
		SP:Iteration 7Q (88623.430000 sec): 3 clusters
  Score: Raw -1333326.669621 + Penalty 4479.719262 = -1328846.950359
  nChanged 228
		SP:Iteration 8Q (88623.640000 sec): 3 clusters
  Score: Raw -1333427.291941 + Penalty 4479.719262 = -1328947.572679
  nChanged 230
		SP:Iteration 9Q (88623.870000 sec): 3 clusters
  Score: Raw -1333536.848495 + Penalty 4479.719262 = -1329057.129233
  nChanged 226
		SP:Iteration 10Q (88624.070000 sec): 3 clusters
  Score: Raw -1333648.387935 + Penalty 4479.719262 = -1329168.668673
  nChanged 220
		SP:Iteration 11Q (88624.270000 sec): 3 clusters
  Score: Raw -1333746.716096 + Penalty 4479.719262 = -1329266.996834
  nChanged 209
		SP:Iteration 12Q (88624.510000 sec): 3 clusters
  Score: Raw -1333854.940626 + Penalty 4479.719262 = -1329375.221364
  nChanged 208
		SP:Iteration 13Q (88624.730000 sec): 3 clusters
  Score: Raw -1333962.414414 + Penalty 4479.719262 = -1329482.695152
  nChanged 178
		SP:Iteration 14Q (88624.850000 sec): 3 clusters
  Score: Raw -1334043.132471 + Penalty 4479.719262 = -1329563.413209
  nChanged 156
		SP:Iteration 15Q (88625.000000 sec): 3 clusters
  Score: Raw -1334118.900863 + Penalty 4479.719262 = -1329639.181601
  nChanged 137
		SP:Iteration 16Q (88625.150000 sec): 3 clusters
  Score: Raw -1334193.849610 + Penalty 4479.719262 = -1329714.130348
  nChanged 134
		SP:Iteration 17Q (88625.280000 sec): 3 clusters
  Score: Raw -1334271.794747 + Penalty 4479.719262 = -1329792.075485
  nChanged 141
		SP:Iteration 18Q (88625.520000 sec): 3 clusters
  Score: Raw -1334339.089369 + Penalty 4479.719262 = -1329859.370107
  nChanged 118
		SP:Iteration 19Q (88625.710000 sec): 3 clusters
  Score: Raw -1334390.767694 + Penalty 4479.719262 = -1329911.048432
  nChanged 105
		SP:Iteration 20F (88625.950000 sec): 3 clusters
  Score: Raw -1334438.818657 + Penalty 4479.719262 = -1329959.099395
  nChanged 92
		SP:Iteration 21Q (88626.190000 sec): 3 clusters
  Score: Raw -1334477.360891 + Penalty 4479.719262 = -1329997.641629
  nChanged 101
		SP:Iteration 22Q (88626.430000 sec): 3 clusters
  Score: Raw -1334523.359612 + Penalty 4479.719262 = -1330043.640350
  nChanged 91
		SP:Iteration 23Q (88626.650000 sec): 3 clusters
  Score: Raw -1334559.970044 + Penalty 4479.719262 = -1330080.250782
  nChanged 84
		SP:Iteration 24Q (88626.960000 sec): 3 clusters
  Score: Raw -1334588.941702 + Penalty 4479.719262 = -1330109.222440
  nChanged 74
		SP:Iteration 25Q (88627.150000 sec): 3 clusters
  Score: Raw -1334621.159884 + Penalty 4479.719262 = -1330141.440622
  nChanged 80
		SP:Iteration 26Q (88627.370000 sec): 3 clusters
  Score: Raw -1334654.436992 + Penalty 4479.719262 = -1330174.717730
  nChanged 79
		SP:Iteration 27Q (88627.610000 sec): 3 clusters
  Score: Raw -1334679.364310 + Penalty 4479.719262 = -1330199.645048
  nChanged 53
		SP:Iteration 28Q (88627.830000 sec): 3 clusters
  Score: Raw -1334695.924526 + Penalty 4479.719262 = -1330216.205264
  nChanged 50
		SP:Iteration 29Q (88628.010000 sec): 3 clusters
  Score: Raw -1334711.290611 + Penalty 4479.719262 = -1330231.571349
  nChanged 49
		SP:Iteration 30Q (88628.290000 sec): 3 clusters
  Score: Raw -1334728.416073 + Penalty 4479.719262 = -1330248.696811
  nChanged 48
		SP:Iteration 31Q (88628.580000 sec): 3 clusters
  Score: Raw -1334747.114275 + Penalty 4479.719262 = -1330267.395013
  nChanged 45
		SP:Iteration 32Q (88628.840000 sec): 3 clusters
  Score: Raw -1334762.936004 + Penalty 4479.719262 = -1330283.216742
  nChanged 49
		SP:Iteration 33Q (88629.070000 sec): 3 clusters
  Score: Raw -1334775.860737 + Penalty 4479.719262 = -1330296.141475
  nChanged 39
		SP:Iteration 34Q (88629.260000 sec): 3 clusters
  Score: Raw -1334788.761980 + Penalty 4479.719262 = -1330309.042718
  nChanged 44
		SP:Iteration 35Q (88629.450000 sec): 3 clusters
  Score: Raw -1334801.082146 + Penalty 4479.719262 = -1330321.362884
  nChanged 35
		SP:Iteration 36Q (88629.650000 sec): 3 clusters
  Score: Raw -1334810.170773 + Penalty 4479.719262 = -1330330.451510
  nChanged 27
		SP:Iteration 37Q (88629.900000 sec): 3 clusters
  Score: Raw -1334816.433976 + Penalty 4479.719262 = -1330336.714714
  nChanged 23
		SP:Iteration 38Q (88630.060000 sec): 3 clusters
  Score: Raw -1334821.726986 + Penalty 4479.719262 = -1330342.007724
  nChanged 15
		SP:Iteration 39Q (88630.230000 sec): 3 clusters
  Score: Raw -1334824.643684 + Penalty 4479.719262 = -1330344.924422
  nChanged 15
		SP:Iteration 40F (88630.470000 sec): 3 clusters
  Score: Raw -1334828.385266 + Penalty 4479.719262 = -1330348.666004
  nChanged 16
		SP:Iteration 41Q (88630.650000 sec): 3 clusters
  Score: Raw -1334832.074890 + Penalty 4479.719262 = -1330352.355628
  nChanged 7
		SP:Iteration 42Q (88630.870000 sec): 3 clusters
  Score: Raw -1334833.351543 + Penalty 4479.719262 = -1330353.632281
  nChanged 8
		SP:Iteration 43Q (88631.100000 sec): 3 clusters
  Score: Raw -1334835.384732 + Penalty 4479.719262 = -1330355.665470
  nChanged 9
		SP:Iteration 44Q (88631.310000 sec): 3 clusters
  Score: Raw -1334837.334542 + Penalty 4479.719262 = -1330357.615280
  nChanged 9
		SP:Iteration 45Q (88631.600000 sec): 3 clusters
  Score: Raw -1334839.509751 + Penalty 4479.719262 = -1330359.790489
  nChanged 11
		SP:Iteration 46Q (88631.850000 sec): 3 clusters
  Score: Raw -1334842.901090 + Penalty 4479.719262 = -1330363.181828
  nChanged 12
		SP:Iteration 47Q (88632.110000 sec): 3 clusters
  Score: Raw -1334845.107571 + Penalty 4479.719262 = -1330365.388309
  nChanged 14
		SP:Iteration 48Q (88632.360000 sec): 3 clusters
  Score: Raw -1334847.745042 + Penalty 4479.719262 = -1330368.025780
  nChanged 12
		SP:Iteration 49Q (88632.560000 sec): 3 clusters
  Score: Raw -1334849.837587 + Penalty 4479.719262 = -1330370.118325
  nChanged 8
		SP:Iteration 50Q (88632.870000 sec): 3 clusters
  Score: Raw -1334851.546136 + Penalty 4479.719262 = -1330371.826874
  nChanged 4
		SP:Iteration 51Q (88633.130000 sec): 3 clusters
  Score: Raw -1334852.049737 + Penalty 4479.719262 = -1330372.330475
  nChanged 0
		SP:Iteration 52F (88633.280000 sec): 3 clusters
  Score: Raw -1334852.049737 + Penalty 4479.719262 = -1330372.330475
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88633.410000 sec): 2 clusters
  Score: Raw -47288.633143 + Penalty 1465.877568 = -45822.755575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88633.650000 sec): 3 clusters
  Score: Raw -47559.182103 + Penalty 2931.755135 = -44627.426968
  nChanged 90
		SP:Iteration 1F (88633.770000 sec): 3 clusters
  Score: Raw -47865.404381 + Penalty 2931.755135 = -44933.649246
  nChanged 26
		SP:Iteration 2F (88633.970000 sec): 3 clusters
  Score: Raw -47937.460934 + Penalty 2931.755135 = -45005.705798
  nChanged 9
		SP:Iteration 3Q (88634.150000 sec): 3 clusters
  Score: Raw -47960.882519 + Penalty 2931.755135 = -45029.127383
  nChanged 6
		SP:Iteration 4Q (88634.330000 sec): 3 clusters
  Score: Raw -47985.791096 + Penalty 2931.755135 = -45054.035960
  nChanged 4
		SP:Iteration 5Q (88634.460000 sec): 3 clusters
  Score: Raw -47994.744503 + Penalty 2931.755135 = -45062.989367
  nChanged 3
		SP:Iteration 6Q (88634.640000 sec): 3 clusters
  Score: Raw -48021.355139 + Penalty 2931.755135 = -45089.600004
  nChanged 5
		SP:Iteration 7Q (88634.840000 sec): 3 clusters
  Score: Raw -48048.714451 + Penalty 2931.755135 = -45116.959316
  nChanged 1
		SP:Iteration 8Q (88635.000000 sec): 3 clusters
  Score: Raw -48049.622732 + Penalty 2931.755135 = -45117.867596
  nChanged 0
		SP:Iteration 9F (88635.160000 sec): 3 clusters
  Score: Raw -48049.622732 + Penalty 2931.755135 = -45117.867596
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (4807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88635.320000 sec): 2 clusters
  Score: Raw -749443.381728 + Penalty 2102.501460 = -747340.880268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88635.570000 sec): 3 clusters
  Score: Raw -747204.939661 + Penalty 4205.002920 = -742999.936741
  nChanged 1795
		SP:Iteration 1F (88635.770000 sec): 3 clusters
  Score: Raw -748198.354726 + Penalty 4205.002920 = -743993.351806
  nChanged 376
		SP:Iteration 2F (88635.990000 sec): 3 clusters
  Score: Raw -748470.703258 + Penalty 4205.002920 = -744265.700338
  nChanged 288
		SP:Iteration 3F (88636.210000 sec): 3 clusters
  Score: Raw -748711.242761 + Penalty 4205.002920 = -744506.239841
  nChanged 275
		SP:Iteration 4F (88636.420000 sec): 3 clusters
  Score: Raw -748950.710726 + Penalty 4205.002920 = -744745.707806
  nChanged 279
		SP:Iteration 5F (88636.640000 sec): 3 clusters
  Score: Raw -749262.660141 + Penalty 4205.002920 = -745057.657221
  nChanged 322
		SP:Iteration 6F (88636.910000 sec): 3 clusters
  Score: Raw -749602.153577 + Penalty 4205.002920 = -745397.150657
  nChanged 275
		SP:Iteration 7F (88637.140000 sec): 3 clusters
  Score: Raw -749859.958190 + Penalty 4205.002920 = -745654.955270
  nChanged 237
		SP:Iteration 8Q (88637.260000 sec): 3 clusters
  Score: Raw -750041.903471 + Penalty 4205.002920 = -745836.900551
  nChanged 154
		SP:Iteration 9Q (88637.400000 sec): 3 clusters
  Score: Raw -750152.703269 + Penalty 4205.002920 = -745947.700349
  nChanged 117
		SP:Iteration 10Q (88637.530000 sec): 3 clusters
  Score: Raw -750230.592466 + Penalty 4205.002920 = -746025.589546
  nChanged 93
		SP:Iteration 11Q (88637.690000 sec): 3 clusters
  Score: Raw -750288.502509 + Penalty 4205.002920 = -746083.499589
  nChanged 68
		SP:Iteration 12Q (88637.890000 sec): 3 clusters
  Score: Raw -750326.177664 + Penalty 4205.002920 = -746121.174744
  nChanged 47
		SP:Iteration 13Q (88638.080000 sec): 3 clusters
  Score: Raw -750347.928095 + Penalty 4205.002920 = -746142.925175
  nChanged 37
		SP:Iteration 14Q (88638.310000 sec): 3 clusters
  Score: Raw -750363.087826 + Penalty 4205.002920 = -746158.084906
  nChanged 24
		SP:Iteration 15Q (88638.480000 sec): 3 clusters
  Score: Raw -750372.092845 + Penalty 4205.002920 = -746167.089925
  nChanged 11
		SP:Iteration 16Q (88638.730000 sec): 3 clusters
  Score: Raw -750376.364957 + Penalty 4205.002920 = -746171.362037
  nChanged 17
		SP:Iteration 17Q (88638.960000 sec): 3 clusters
  Score: Raw -750381.603051 + Penalty 4205.002920 = -746176.600131
  nChanged 10
		SP:Iteration 18Q (88639.160000 sec): 3 clusters
  Score: Raw -750386.784546 + Penalty 4205.002920 = -746181.781626
  nChanged 9
		SP:Iteration 19Q (88639.350000 sec): 3 clusters
  Score: Raw -750390.127616 + Penalty 4205.002920 = -746185.124696
  nChanged 7
		SP:Iteration 20F (88639.560000 sec): 3 clusters
  Score: Raw -750392.943203 + Penalty 4205.002920 = -746187.940283
  nChanged 6
		SP:Iteration 21Q (88639.780000 sec): 3 clusters
  Score: Raw -750395.065740 + Penalty 4205.002920 = -746190.062820
  nChanged 7
		SP:Iteration 22Q (88639.950000 sec): 3 clusters
  Score: Raw -750397.615380 + Penalty 4205.002920 = -746192.612460
  nChanged 7
		SP:Iteration 23Q (88640.140000 sec): 3 clusters
  Score: Raw -750399.266349 + Penalty 4205.002920 = -746194.263429
  nChanged 5
		SP:Iteration 24Q (88640.350000 sec): 3 clusters
  Score: Raw -750400.761235 + Penalty 4205.002920 = -746195.758315
  nChanged 5
		SP:Iteration 25Q (88640.530000 sec): 3 clusters
  Score: Raw -750402.128163 + Penalty 4205.002920 = -746197.125243
  nChanged 3
		SP:Iteration 26Q (88640.700000 sec): 3 clusters
  Score: Raw -750403.383440 + Penalty 4205.002920 = -746198.380520
  nChanged 5
		SP:Iteration 27Q (88640.900000 sec): 3 clusters
  Score: Raw -750404.558378 + Penalty 4205.002920 = -746199.555458
  nChanged 1
		SP:Iteration 28Q (88641.070000 sec): 3 clusters
  Score: Raw -750404.816283 + Penalty 4205.002920 = -746199.813363
  nChanged 1
		SP:Iteration 29Q (88641.320000 sec): 3 clusters
  Score: Raw -750405.303288 + Penalty 4205.002920 = -746200.300367
  nChanged 1
		SP:Iteration 30Q (88641.490000 sec): 3 clusters
  Score: Raw -750405.506412 + Penalty 4205.002920 = -746200.503492
  nChanged 3
		SP:Iteration 31Q (88641.690000 sec): 3 clusters
  Score: Raw -750406.607664 + Penalty 4205.002920 = -746201.604744
  nChanged 3
		SP:Iteration 32Q (88641.910000 sec): 3 clusters
  Score: Raw -750407.281803 + Penalty 4205.002920 = -746202.278883
  nChanged 2
		SP:Iteration 33Q (88642.150000 sec): 3 clusters
  Score: Raw -750407.673704 + Penalty 4205.002920 = -746202.670784
  nChanged 1
		SP:Iteration 34Q (88642.350000 sec): 3 clusters
  Score: Raw -750407.846398 + Penalty 4205.002920 = -746202.843478
  nChanged 1
		SP:Iteration 35Q (88642.640000 sec): 3 clusters
  Score: Raw -750408.246616 + Penalty 4205.002920 = -746203.243696
  nChanged 0
		SP:Iteration 36F (88642.830000 sec): 3 clusters
  Score: Raw -750408.246616 + Penalty 4205.002920 = -746203.243696
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (92958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88643.480000 sec): 2 clusters
  Score: Raw -14896804.950487 + Penalty 2837.095958 = -14893967.854529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88644.330000 sec): 3 clusters
  Score: Raw -14837552.290313 + Penalty 5674.191916 = -14831878.098397
  nChanged 43914
		SP:Iteration 1F (88645.130000 sec): 3 clusters
  Score: Raw -14862346.087136 + Penalty 5674.191916 = -14856671.895220
  nChanged 3425
		SP:Iteration 2Q (88646.020000 sec): 3 clusters
  Score: Raw -14863355.825479 + Penalty 5674.191916 = -14857681.633562
  nChanged 4025
		SP:Iteration 3Q (88647.030000 sec): 3 clusters
  Score: Raw -14864889.519871 + Penalty 5674.191916 = -14859215.327955
  nChanged 5053
		SP:Iteration 4F (88648.020000 sec): 3 clusters
  Score: Raw -14867409.739084 + Penalty 5674.191916 = -14861735.547168
  nChanged 6313
		SP:Iteration 5F (88648.970000 sec): 3 clusters
  Score: Raw -14871433.335228 + Penalty 5674.191916 = -14865759.143312
  nChanged 7672
		SP:Iteration 6F (88649.960000 sec): 3 clusters
  Score: Raw -14877522.552623 + Penalty 5674.191916 = -14871848.360706
  nChanged 7993
		SP:Iteration 7F (88650.900000 sec): 3 clusters
  Score: Raw -14885007.997215 + Penalty 5674.191916 = -14879333.805298
  nChanged 6448
		SP:Iteration 8F (88651.880000 sec): 3 clusters
  Score: Raw -14891526.472412 + Penalty 5674.191916 = -14885852.280496
  nChanged 3579
		SP:Iteration 9Q (88652.870000 sec): 3 clusters
  Score: Raw -14895061.352220 + Penalty 5674.191916 = -14889387.160303
  nChanged 1342
		SP:Iteration 10Q (88653.750000 sec): 3 clusters
  Score: Raw -14896340.247117 + Penalty 5674.191916 = -14890666.055201
  nChanged 401
		SP:Iteration 11Q (88654.620000 sec): 3 clusters
  Score: Raw -14896773.770590 + Penalty 5674.191916 = -14891099.578674
  nChanged 130
		SP:Iteration 12Q (88655.500000 sec): 3 clusters
  Score: Raw -14896941.626846 + Penalty 5674.191916 = -14891267.434929
  nChanged 41
		SP:Iteration 13Q (88656.380000 sec): 3 clusters
  Score: Raw -14897001.479395 + Penalty 5674.191916 = -14891327.287479
  nChanged 20
		SP:Iteration 14Q (88657.290000 sec): 3 clusters
  Score: Raw -14897034.340548 + Penalty 5674.191916 = -14891360.148632
  nChanged 22
		SP:Iteration 15Q (88658.160000 sec): 3 clusters
  Score: Raw -14897066.184563 + Penalty 5674.191916 = -14891391.992647
  nChanged 6
		SP:Iteration 16Q (88659.030000 sec): 3 clusters
  Score: Raw -14897077.800512 + Penalty 5674.191916 = -14891403.608596
  nChanged 4
		SP:Iteration 17Q (88659.780000 sec): 3 clusters
  Score: Raw -14897085.346215 + Penalty 5674.191916 = -14891411.154298
  nChanged 3
		SP:Iteration 18Q (88660.540000 sec): 3 clusters
  Score: Raw -14897090.149987 + Penalty 5674.191916 = -14891415.958071
  nChanged 2
		SP:Iteration 19Q (88661.300000 sec): 3 clusters
  Score: Raw -14897094.483104 + Penalty 5674.191916 = -14891420.291188
  nChanged 2
		SP:Iteration 20F (88662.080000 sec): 3 clusters
  Score: Raw -14897097.110782 + Penalty 5674.191916 = -14891422.918866
  nChanged 1
		SP:Iteration 21Q (88662.910000 sec): 3 clusters
  Score: Raw -14897098.502019 + Penalty 5674.191916 = -14891424.310102
  nChanged 1
		SP:Iteration 22Q (88663.650000 sec): 3 clusters
  Score: Raw -14897099.305372 + Penalty 5674.191916 = -14891425.113456
  nChanged 0
		SP:Iteration 23F (88664.410000 sec): 3 clusters
  Score: Raw -14897099.305372 + Penalty 5674.191916 = -14891425.113456
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (19609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88664.640000 sec): 2 clusters
  Score: Raw -2957405.654521 + Penalty 2451.168493 = -2954954.486028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88664.990000 sec): 3 clusters
  Score: Raw -2946075.172111 + Penalty 4902.336986 = -2941172.835125
  nChanged 8623
		SP:Iteration 1F (88665.400000 sec): 3 clusters
  Score: Raw -2950822.496245 + Penalty 4902.336986 = -2945920.159259
  nChanged 1165
		SP:Iteration 2F (88665.760000 sec): 3 clusters
  Score: Raw -2951312.657995 + Penalty 4902.336986 = -2946410.321009
  nChanged 990
		SP:Iteration 3F (88666.070000 sec): 3 clusters
  Score: Raw -2951717.685057 + Penalty 4902.336986 = -2946815.348071
  nChanged 899
		SP:Iteration 4Q (88666.410000 sec): 3 clusters
  Score: Raw -2952077.258663 + Penalty 4902.336986 = -2947174.921677
  nChanged 776
		SP:Iteration 5Q (88666.750000 sec): 3 clusters
  Score: Raw -2952373.015570 + Penalty 4902.336986 = -2947470.678584
  nChanged 733
		SP:Iteration 6Q (88667.050000 sec): 3 clusters
  Score: Raw -2952657.526837 + Penalty 4902.336986 = -2947755.189851
  nChanged 716
		SP:Iteration 7Q (88667.390000 sec): 3 clusters
  Score: Raw -2952923.915224 + Penalty 4902.336986 = -2948021.578237
  nChanged 666
		SP:Iteration 8Q (88667.720000 sec): 3 clusters
  Score: Raw -2953173.858648 + Penalty 4902.336986 = -2948271.521662
  nChanged 622
		SP:Iteration 9Q (88668.000000 sec): 3 clusters
  Score: Raw -2953394.100565 + Penalty 4902.336986 = -2948491.763579
  nChanged 624
		SP:Iteration 10Q (88668.330000 sec): 3 clusters
  Score: Raw -2953627.648246 + Penalty 4902.336986 = -2948725.311260
  nChanged 607
		SP:Iteration 11Q (88668.610000 sec): 3 clusters
  Score: Raw -2953848.948330 + Penalty 4902.336986 = -2948946.611344
  nChanged 581
		SP:Iteration 12Q (88668.940000 sec): 3 clusters
  Score: Raw -2954097.733169 + Penalty 4902.336986 = -2949195.396183
  nChanged 619
		SP:Iteration 13Q (88669.230000 sec): 3 clusters
  Score: Raw -2954369.194753 + Penalty 4902.336986 = -2949466.857767
  nChanged 624
		SP:Iteration 14Q (88669.600000 sec): 3 clusters
  Score: Raw -2954674.379865 + Penalty 4902.336986 = -2949772.042879
  nChanged 674
		SP:Iteration 15Q (88669.970000 sec): 3 clusters
  Score: Raw -2955001.043862 + Penalty 4902.336986 = -2950098.706876
  nChanged 676
		SP:Iteration 16Q (88670.300000 sec): 3 clusters
  Score: Raw -2955362.081517 + Penalty 4902.336986 = -2950459.744531
  nChanged 707
		SP:Iteration 17Q (88670.620000 sec): 3 clusters
  Score: Raw -2955792.648519 + Penalty 4902.336986 = -2950890.311532
  nChanged 686
		SP:Iteration 18Q (88670.890000 sec): 3 clusters
  Score: Raw -2956249.500517 + Penalty 4902.336986 = -2951347.163531
  nChanged 634
		SP:Iteration 19Q (88671.270000 sec): 3 clusters
  Score: Raw -2956690.398221 + Penalty 4902.336986 = -2951788.061235
  nChanged 525
		SP:Iteration 20F (88671.570000 sec): 3 clusters
  Score: Raw -2957051.978821 + Penalty 4902.336986 = -2952149.641835
  nChanged 380
		SP:Iteration 21Q (88671.920000 sec): 3 clusters
  Score: Raw -2957333.222795 + Penalty 4902.336986 = -2952430.885809
  nChanged 299
		SP:Iteration 22Q (88672.210000 sec): 3 clusters
  Score: Raw -2957561.513734 + Penalty 4902.336986 = -2952659.176748
  nChanged 211
		SP:Iteration 23Q (88672.510000 sec): 3 clusters
  Score: Raw -2957730.978628 + Penalty 4902.336986 = -2952828.641642
  nChanged 169
		SP:Iteration 24Q (88672.740000 sec): 3 clusters
  Score: Raw -2957870.039920 + Penalty 4902.336986 = -2952967.702934
  nChanged 107
		SP:Iteration 25Q (88673.070000 sec): 3 clusters
  Score: Raw -2957948.911015 + Penalty 4902.336986 = -2953046.574029
  nChanged 64
		SP:Iteration 26Q (88673.340000 sec): 3 clusters
  Score: Raw -2957987.297343 + Penalty 4902.336986 = -2953084.960357
  nChanged 41
		SP:Iteration 27Q (88673.600000 sec): 3 clusters
  Score: Raw -2958010.494273 + Penalty 4902.336986 = -2953108.157287
  nChanged 24
		SP:Iteration 28Q (88673.950000 sec): 3 clusters
  Score: Raw -2958026.827091 + Penalty 4902.336986 = -2953124.490105
  nChanged 30
		SP:Iteration 29Q (88674.250000 sec): 3 clusters
  Score: Raw -2958046.084054 + Penalty 4902.336986 = -2953143.747068
  nChanged 23
		SP:Iteration 30Q (88674.510000 sec): 3 clusters
  Score: Raw -2958058.889647 + Penalty 4902.336986 = -2953156.552661
  nChanged 14
		SP:Iteration 31Q (88674.750000 sec): 3 clusters
  Score: Raw -2958066.535161 + Penalty 4902.336986 = -2953164.198175
  nChanged 5
		SP:Iteration 32Q (88675.010000 sec): 3 clusters
  Score: Raw -2958070.009707 + Penalty 4902.336986 = -2953167.672721
  nChanged 7
		SP:Iteration 33Q (88675.330000 sec): 3 clusters
  Score: Raw -2958073.281352 + Penalty 4902.336986 = -2953170.944366
  nChanged 2
		SP:Iteration 34Q (88675.680000 sec): 3 clusters
  Score: Raw -2958074.155747 + Penalty 4902.336986 = -2953171.818761
  nChanged 2
		SP:Iteration 35Q (88675.920000 sec): 3 clusters
  Score: Raw -2958076.352172 + Penalty 4902.336986 = -2953174.015186
  nChanged 5
		SP:Iteration 36Q (88676.250000 sec): 3 clusters
  Score: Raw -2958079.634242 + Penalty 4902.336986 = -2953177.297256
  nChanged 4
		SP:Iteration 37Q (88676.550000 sec): 3 clusters
  Score: Raw -2958082.007045 + Penalty 4902.336986 = -2953179.670059
  nChanged 6
		SP:Iteration 38Q (88676.880000 sec): 3 clusters
  Score: Raw -2958085.002704 + Penalty 4902.336986 = -2953182.665718
  nChanged 3
		SP:Iteration 39Q (88677.140000 sec): 3 clusters
  Score: Raw -2958085.975495 + Penalty 4902.336986 = -2953183.638509
  nChanged 2
		SP:Iteration 40F (88677.520000 sec): 3 clusters
  Score: Raw -2958086.805025 + Penalty 4902.336986 = -2953184.468039
  nChanged 1
		SP:Iteration 41Q (88677.780000 sec): 3 clusters
  Score: Raw -2958088.088587 + Penalty 4902.336986 = -2953185.751601
  nChanged 3
		SP:Iteration 42Q (88678.010000 sec): 3 clusters
  Score: Raw -2958089.383305 + Penalty 4902.336986 = -2953187.046319
  nChanged 4
		SP:Iteration 43Q (88678.280000 sec): 3 clusters
  Score: Raw -2958091.443325 + Penalty 4902.336986 = -2953189.106339
  nChanged 5
		SP:Iteration 44Q (88678.620000 sec): 3 clusters
  Score: Raw -2958093.925934 + Penalty 4902.336986 = -2953191.588947
  nChanged 4
		SP:Iteration 45Q (88678.880000 sec): 3 clusters
  Score: Raw -2958095.391346 + Penalty 4902.336986 = -2953193.054360
  nChanged 2
		SP:Iteration 46Q (88679.150000 sec): 3 clusters
  Score: Raw -2958096.463049 + Penalty 4902.336986 = -2953194.126063
  nChanged 4
		SP:Iteration 47Q (88679.460000 sec): 3 clusters
  Score: Raw -2958099.828858 + Penalty 4902.336986 = -2953197.491872
  nChanged 6
		SP:Iteration 48Q (88679.810000 sec): 3 clusters
  Score: Raw -2958103.157837 + Penalty 4902.336986 = -2953200.820851
  nChanged 4
		SP:Iteration 49Q (88680.160000 sec): 3 clusters
  Score: Raw -2958106.040982 + Penalty 4902.336986 = -2953203.703996
  nChanged 2
		SP:Iteration 50Q (88680.480000 sec): 3 clusters
  Score: Raw -2958106.908573 + Penalty 4902.336986 = -2953204.571587
  nChanged 2
		SP:Iteration 51Q (88680.820000 sec): 3 clusters
  Score: Raw -2958107.540169 + Penalty 4902.336986 = -2953205.203183
  nChanged 0
		SP:Iteration 52F (88681.110000 sec): 3 clusters
  Score: Raw -2958107.540169 + Penalty 4902.336986 = -2953205.203183
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (7116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88681.260000 sec): 2 clusters
  Score: Raw -1081928.123369 + Penalty 2199.785060 = -1079728.338309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88681.480000 sec): 3 clusters
  Score: Raw -1078296.946621 + Penalty 4399.570120 = -1073897.376501
  nChanged 2827
		SP:Iteration 1F (88681.700000 sec): 3 clusters
  Score: Raw -1079854.223122 + Penalty 4399.570120 = -1075454.653002
  nChanged 522
		SP:Iteration 2F (88681.880000 sec): 3 clusters
  Score: Raw -1080116.986645 + Penalty 4399.570120 = -1075717.416525
  nChanged 349
		SP:Iteration 3Q (88682.100000 sec): 3 clusters
  Score: Raw -1080275.625250 + Penalty 4399.570120 = -1075876.055130
  nChanged 272
		SP:Iteration 4Q (88682.340000 sec): 3 clusters
  Score: Raw -1080381.639544 + Penalty 4399.570120 = -1075982.069423
  nChanged 223
		SP:Iteration 5Q (88682.520000 sec): 3 clusters
  Score: Raw -1080470.766514 + Penalty 4399.570120 = -1076071.196394
  nChanged 199
		SP:Iteration 6Q (88682.680000 sec): 3 clusters
  Score: Raw -1080548.474592 + Penalty 4399.570120 = -1076148.904472
  nChanged 169
		SP:Iteration 7Q (88682.900000 sec): 3 clusters
  Score: Raw -1080624.848448 + Penalty 4399.570120 = -1076225.278328
  nChanged 190
		SP:Iteration 8Q (88683.150000 sec): 3 clusters
  Score: Raw -1080710.703305 + Penalty 4399.570120 = -1076311.133184
  nChanged 196
		SP:Iteration 9Q (88683.340000 sec): 3 clusters
  Score: Raw -1080798.220827 + Penalty 4399.570120 = -1076398.650707
  nChanged 189
		SP:Iteration 10Q (88683.540000 sec): 3 clusters
  Score: Raw -1080884.031648 + Penalty 4399.570120 = -1076484.461527
  nChanged 191
		SP:Iteration 11Q (88683.740000 sec): 3 clusters
  Score: Raw -1080986.131624 + Penalty 4399.570120 = -1076586.561504
  nChanged 203
		SP:Iteration 12Q (88683.950000 sec): 3 clusters
  Score: Raw -1081089.525157 + Penalty 4399.570120 = -1076689.955037
  nChanged 189
		SP:Iteration 13Q (88684.130000 sec): 3 clusters
  Score: Raw -1081188.916729 + Penalty 4399.570120 = -1076789.346609
  nChanged 186
		SP:Iteration 14Q (88684.300000 sec): 3 clusters
  Score: Raw -1081304.008417 + Penalty 4399.570120 = -1076904.438297
  nChanged 202
		SP:Iteration 15Q (88684.440000 sec): 3 clusters
  Score: Raw -1081435.384709 + Penalty 4399.570120 = -1077035.814589
  nChanged 228
		SP:Iteration 16Q (88684.650000 sec): 3 clusters
  Score: Raw -1081581.450739 + Penalty 4399.570120 = -1077181.880619
  nChanged 201
		SP:Iteration 17Q (88684.830000 sec): 3 clusters
  Score: Raw -1081719.950521 + Penalty 4399.570120 = -1077320.380401
  nChanged 155
		SP:Iteration 18Q (88685.050000 sec): 3 clusters
  Score: Raw -1081838.428865 + Penalty 4399.570120 = -1077438.858745
  nChanged 154
		SP:Iteration 19Q (88685.290000 sec): 3 clusters
  Score: Raw -1081951.123444 + Penalty 4399.570120 = -1077551.553323
  nChanged 139
		SP:Iteration 20F (88685.460000 sec): 3 clusters
  Score: Raw -1082071.117805 + Penalty 4399.570120 = -1077671.547685
  nChanged 141
		SP:Iteration 21Q (88685.710000 sec): 3 clusters
  Score: Raw -1082187.232329 + Penalty 4399.570120 = -1077787.662208
  nChanged 119
		SP:Iteration 22Q (88685.940000 sec): 3 clusters
  Score: Raw -1082261.299596 + Penalty 4399.570120 = -1077861.729476
  nChanged 88
		SP:Iteration 23Q (88686.140000 sec): 3 clusters
  Score: Raw -1082322.867026 + Penalty 4399.570120 = -1077923.296906
  nChanged 70
		SP:Iteration 24Q (88686.350000 sec): 3 clusters
  Score: Raw -1082367.970639 + Penalty 4399.570120 = -1077968.400519
  nChanged 54
		SP:Iteration 25Q (88686.550000 sec): 3 clusters
  Score: Raw -1082397.836006 + Penalty 4399.570120 = -1077998.265885
  nChanged 36
		SP:Iteration 26Q (88686.760000 sec): 3 clusters
  Score: Raw -1082414.441030 + Penalty 4399.570120 = -1078014.870909
  nChanged 31
		SP:Iteration 27Q (88686.970000 sec): 3 clusters
  Score: Raw -1082436.351431 + Penalty 4399.570120 = -1078036.781311
  nChanged 32
		SP:Iteration 28Q (88687.140000 sec): 3 clusters
  Score: Raw -1082455.048345 + Penalty 4399.570120 = -1078055.478224
  nChanged 19
		SP:Iteration 29Q (88687.350000 sec): 3 clusters
  Score: Raw -1082466.327171 + Penalty 4399.570120 = -1078066.757051
  nChanged 19
		SP:Iteration 30Q (88687.560000 sec): 3 clusters
  Score: Raw -1082478.156516 + Penalty 4399.570120 = -1078078.586395
  nChanged 22
		SP:Iteration 31Q (88687.740000 sec): 3 clusters
  Score: Raw -1082492.297322 + Penalty 4399.570120 = -1078092.727202
  nChanged 26
		SP:Iteration 32Q (88687.960000 sec): 3 clusters
  Score: Raw -1082513.781029 + Penalty 4399.570120 = -1078114.210909
  nChanged 29
		SP:Iteration 33Q (88688.150000 sec): 3 clusters
  Score: Raw -1082532.704133 + Penalty 4399.570120 = -1078133.134013
  nChanged 12
		SP:Iteration 34Q (88688.400000 sec): 3 clusters
  Score: Raw -1082540.501914 + Penalty 4399.570120 = -1078140.931794
  nChanged 7
		SP:Iteration 35Q (88688.630000 sec): 3 clusters
  Score: Raw -1082544.005496 + Penalty 4399.570120 = -1078144.435376
  nChanged 3
		SP:Iteration 36Q (88688.780000 sec): 3 clusters
  Score: Raw -1082545.580410 + Penalty 4399.570120 = -1078146.010290
  nChanged 3
		SP:Iteration 37Q (88688.920000 sec): 3 clusters
  Score: Raw -1082549.220064 + Penalty 4399.570120 = -1078149.649944
  nChanged 8
		SP:Iteration 38Q (88689.150000 sec): 3 clusters
  Score: Raw -1082554.189864 + Penalty 4399.570120 = -1078154.619744
  nChanged 5
		SP:Iteration 39Q (88689.370000 sec): 3 clusters
  Score: Raw -1082557.458947 + Penalty 4399.570120 = -1078157.888827
  nChanged 2
		SP:Iteration 40F (88689.570000 sec): 3 clusters
  Score: Raw -1082558.473841 + Penalty 4399.570120 = -1078158.903721
  nChanged 2
		SP:Iteration 41Q (88689.800000 sec): 3 clusters
  Score: Raw -1082560.192122 + Penalty 4399.570120 = -1078160.622001
  nChanged 6
		SP:Iteration 42Q (88689.990000 sec): 3 clusters
  Score: Raw -1082563.508086 + Penalty 4399.570120 = -1078163.937966
  nChanged 5
		SP:Iteration 43Q (88690.200000 sec): 3 clusters
  Score: Raw -1082566.313054 + Penalty 4399.570120 = -1078166.742934
  nChanged 2
		SP:Iteration 44Q (88690.400000 sec): 3 clusters
  Score: Raw -1082567.338270 + Penalty 4399.570120 = -1078167.768150
  nChanged 1
		SP:Iteration 45Q (88690.510000 sec): 3 clusters
  Score: Raw -1082567.724611 + Penalty 4399.570120 = -1078168.154490
  nChanged 1
		SP:Iteration 46Q (88690.700000 sec): 3 clusters
  Score: Raw -1082567.969728 + Penalty 4399.570120 = -1078168.399608
  nChanged 0
		SP:Iteration 47F (88690.850000 sec): 3 clusters
  Score: Raw -1082567.969728 + Penalty 4399.570120 = -1078168.399608
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (2821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88690.960000 sec): 2 clusters
  Score: Raw -422244.085773 + Penalty 1970.321984 = -420273.763789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88691.110000 sec): 3 clusters
  Score: Raw -421091.735739 + Penalty 3940.643969 = -417151.091770
  nChanged 954
		SP:Iteration 1F (88691.260000 sec): 3 clusters
  Score: Raw -421810.103040 + Penalty 3940.643969 = -417869.459071
  nChanged 260
		SP:Iteration 2F (88691.410000 sec): 3 clusters
  Score: Raw -422062.841380 + Penalty 3940.643969 = -418122.197411
  nChanged 166
		SP:Iteration 3F (88691.560000 sec): 3 clusters
  Score: Raw -422241.349009 + Penalty 3940.643969 = -418300.705040
  nChanged 137
		SP:Iteration 4Q (88691.710000 sec): 3 clusters
  Score: Raw -422379.806040 + Penalty 3940.643969 = -418439.162071
  nChanged 125
		SP:Iteration 5Q (88691.850000 sec): 3 clusters
  Score: Raw -422495.552841 + Penalty 3940.643969 = -418554.908872
  nChanged 112
		SP:Iteration 6Q (88692.020000 sec): 3 clusters
  Score: Raw -422621.426715 + Penalty 3940.643969 = -418680.782747
  nChanged 119
		SP:Iteration 7Q (88692.130000 sec): 3 clusters
  Score: Raw -422751.572084 + Penalty 3940.643969 = -418810.928116
  nChanged 84
		SP:Iteration 8Q (88692.280000 sec): 3 clusters
  Score: Raw -422815.512983 + Penalty 3940.643969 = -418874.869014
  nChanged 55
		SP:Iteration 9Q (88692.440000 sec): 3 clusters
  Score: Raw -422854.254147 + Penalty 3940.643969 = -418913.610178
  nChanged 49
		SP:Iteration 10Q (88692.620000 sec): 3 clusters
  Score: Raw -422891.715146 + Penalty 3940.643969 = -418951.071178
  nChanged 40
		SP:Iteration 11Q (88692.790000 sec): 3 clusters
  Score: Raw -422925.252271 + Penalty 3940.643969 = -418984.608302
  nChanged 36
		SP:Iteration 12Q (88692.940000 sec): 3 clusters
  Score: Raw -422944.875797 + Penalty 3940.643969 = -419004.231829
  nChanged 24
		SP:Iteration 13Q (88693.050000 sec): 3 clusters
  Score: Raw -422962.446999 + Penalty 3940.643969 = -419021.803030
  nChanged 32
		SP:Iteration 14Q (88693.190000 sec): 3 clusters
  Score: Raw -422983.715352 + Penalty 3940.643969 = -419043.071383
  nChanged 27
		SP:Iteration 15Q (88693.340000 sec): 3 clusters
  Score: Raw -423003.768831 + Penalty 3940.643969 = -419063.124863
  nChanged 28
		SP:Iteration 16Q (88693.480000 sec): 3 clusters
  Score: Raw -423024.444631 + Penalty 3940.643969 = -419083.800662
  nChanged 31
		SP:Iteration 17Q (88693.640000 sec): 3 clusters
  Score: Raw -423047.210932 + Penalty 3940.643969 = -419106.566963
  nChanged 26
		SP:Iteration 18Q (88693.780000 sec): 3 clusters
  Score: Raw -423065.108178 + Penalty 3940.643969 = -419124.464210
  nChanged 25
		SP:Iteration 19Q (88693.980000 sec): 3 clusters
  Score: Raw -423081.850501 + Penalty 3940.643969 = -419141.206533
  nChanged 33
		SP:Iteration 20F (88694.090000 sec): 3 clusters
  Score: Raw -423104.449542 + Penalty 3940.643969 = -419163.805573
  nChanged 36
		SP:Iteration 21Q (88694.240000 sec): 3 clusters
  Score: Raw -423134.268707 + Penalty 3940.643969 = -419193.624739
  nChanged 36
		SP:Iteration 22Q (88694.380000 sec): 3 clusters
  Score: Raw -423168.592033 + Penalty 3940.643969 = -419227.948065
  nChanged 43
		SP:Iteration 23Q (88694.520000 sec): 3 clusters
  Score: Raw -423205.475783 + Penalty 3940.643969 = -419264.831814
  nChanged 40
		SP:Iteration 24Q (88694.670000 sec): 3 clusters
  Score: Raw -423238.739982 + Penalty 3940.643969 = -419298.096014
  nChanged 40
		SP:Iteration 25Q (88694.810000 sec): 3 clusters
  Score: Raw -423274.438523 + Penalty 3940.643969 = -419333.794555
  nChanged 37
		SP:Iteration 26Q (88694.950000 sec): 3 clusters
  Score: Raw -423304.292787 + Penalty 3940.643969 = -419363.648818
  nChanged 30
		SP:Iteration 27Q (88695.130000 sec): 3 clusters
  Score: Raw -423323.448998 + Penalty 3940.643969 = -419382.805029
  nChanged 23
		SP:Iteration 28Q (88695.270000 sec): 3 clusters
  Score: Raw -423339.024383 + Penalty 3940.643969 = -419398.380415
  nChanged 19
		SP:Iteration 29Q (88695.450000 sec): 3 clusters
  Score: Raw -423349.804558 + Penalty 3940.643969 = -419409.160589
  nChanged 16
		SP:Iteration 30Q (88695.560000 sec): 3 clusters
  Score: Raw -423361.387272 + Penalty 3940.643969 = -419420.743303
  nChanged 16
		SP:Iteration 31Q (88695.690000 sec): 3 clusters
  Score: Raw -423369.063422 + Penalty 3940.643969 = -419428.419453
  nChanged 11
		SP:Iteration 32Q (88695.850000 sec): 3 clusters
  Score: Raw -423374.605266 + Penalty 3940.643969 = -419433.961297
  nChanged 8
		SP:Iteration 33Q (88696.000000 sec): 3 clusters
  Score: Raw -423377.397078 + Penalty 3940.643969 = -419436.753110
  nChanged 4
		SP:Iteration 34Q (88696.140000 sec): 3 clusters
  Score: Raw -423379.288799 + Penalty 3940.643969 = -419438.644830
  nChanged 4
		SP:Iteration 35Q (88696.280000 sec): 3 clusters
  Score: Raw -423380.478176 + Penalty 3940.643969 = -419439.834207
  nChanged 1
		SP:Iteration 36Q (88696.420000 sec): 3 clusters
  Score: Raw -423380.741409 + Penalty 3940.643969 = -419440.097440
  nChanged 1
		SP:Iteration 37Q (88696.560000 sec): 3 clusters
  Score: Raw -423381.694937 + Penalty 3940.643969 = -419441.050968
  nChanged 2
		SP:Iteration 38Q (88696.690000 sec): 3 clusters
  Score: Raw -423383.490877 + Penalty 3940.643969 = -419442.846908
  nChanged 2
		SP:Iteration 39Q (88696.830000 sec): 3 clusters
  Score: Raw -423384.526065 + Penalty 3940.643969 = -419443.882096
  nChanged 0
		SP:Iteration 40F (88696.970000 sec): 3 clusters
  Score: Raw -423384.526065 + Penalty 3940.643969 = -419443.882096
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (4511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88697.130000 sec): 2 clusters
  Score: Raw -694924.971022 + Penalty 2086.739986 = -692838.231036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88697.350000 sec): 3 clusters
  Score: Raw -692822.112110 + Penalty 4173.479972 = -688648.632137
  nChanged 1670
		SP:Iteration 1F (88697.540000 sec): 3 clusters
  Score: Raw -693836.477037 + Penalty 4173.479972 = -689662.997065
  nChanged 360
		SP:Iteration 2F (88697.720000 sec): 3 clusters
  Score: Raw -694095.064208 + Penalty 4173.479972 = -689921.584235
  nChanged 267
		SP:Iteration 3F (88697.910000 sec): 3 clusters
  Score: Raw -694293.547000 + Penalty 4173.479972 = -690120.067028
  nChanged 231
		SP:Iteration 4F (88698.090000 sec): 3 clusters
  Score: Raw -694466.806459 + Penalty 4173.479972 = -690293.326487
  nChanged 207
		SP:Iteration 5Q (88698.270000 sec): 3 clusters
  Score: Raw -694638.385659 + Penalty 4173.479972 = -690464.905687
  nChanged 211
		SP:Iteration 6Q (88698.510000 sec): 3 clusters
  Score: Raw -694804.001778 + Penalty 4173.479972 = -690630.521805
  nChanged 156
		SP:Iteration 7Q (88698.680000 sec): 3 clusters
  Score: Raw -694899.052859 + Penalty 4173.479972 = -690725.572887
  nChanged 108
		SP:Iteration 8Q (88698.860000 sec): 3 clusters
  Score: Raw -694964.957260 + Penalty 4173.479972 = -690791.477288
  nChanged 81
		SP:Iteration 9Q (88699.020000 sec): 3 clusters
  Score: Raw -695012.622225 + Penalty 4173.479972 = -690839.142253
  nChanged 63
		SP:Iteration 10Q (88699.170000 sec): 3 clusters
  Score: Raw -695054.778578 + Penalty 4173.479972 = -690881.298606
  nChanged 60
		SP:Iteration 11Q (88699.320000 sec): 3 clusters
  Score: Raw -695091.787053 + Penalty 4173.479972 = -690918.307081
  nChanged 61
		SP:Iteration 12Q (88699.510000 sec): 3 clusters
  Score: Raw -695132.079053 + Penalty 4173.479972 = -690958.599081
  nChanged 57
		SP:Iteration 13Q (88699.650000 sec): 3 clusters
  Score: Raw -695169.540156 + Penalty 4173.479972 = -690996.060184
  nChanged 59
		SP:Iteration 14Q (88699.860000 sec): 3 clusters
  Score: Raw -695215.846392 + Penalty 4173.479972 = -691042.366420
  nChanged 44
		SP:Iteration 15Q (88699.990000 sec): 3 clusters
  Score: Raw -695247.341074 + Penalty 4173.479972 = -691073.861102
  nChanged 36
		SP:Iteration 16Q (88700.140000 sec): 3 clusters
  Score: Raw -695269.815836 + Penalty 4173.479972 = -691096.335864
  nChanged 30
		SP:Iteration 17Q (88700.340000 sec): 3 clusters
  Score: Raw -695290.955680 + Penalty 4173.479972 = -691117.475707
  nChanged 27
		SP:Iteration 18Q (88700.510000 sec): 3 clusters
  Score: Raw -695306.876123 + Penalty 4173.479972 = -691133.396150
  nChanged 21
		SP:Iteration 19Q (88700.700000 sec): 3 clusters
  Score: Raw -695318.082270 + Penalty 4173.479972 = -691144.602298
  nChanged 20
		SP:Iteration 20F (88700.910000 sec): 3 clusters
  Score: Raw -695330.096677 + Penalty 4173.479972 = -691156.616704
  nChanged 20
		SP:Iteration 21Q (88701.160000 sec): 3 clusters
  Score: Raw -695343.289346 + Penalty 4173.479972 = -691169.809374
  nChanged 19
		SP:Iteration 22Q (88701.370000 sec): 3 clusters
  Score: Raw -695353.511202 + Penalty 4173.479972 = -691180.031230
  nChanged 10
		SP:Iteration 23Q (88701.580000 sec): 3 clusters
  Score: Raw -695357.827418 + Penalty 4173.479972 = -691184.347446
  nChanged 7
		SP:Iteration 24Q (88701.810000 sec): 3 clusters
  Score: Raw -695362.852011 + Penalty 4173.479972 = -691189.372038
  nChanged 8
		SP:Iteration 25Q (88702.040000 sec): 3 clusters
  Score: Raw -695367.260121 + Penalty 4173.479972 = -691193.780149
  nChanged 7
		SP:Iteration 26Q (88702.260000 sec): 3 clusters
  Score: Raw -695370.278944 + Penalty 4173.479972 = -691196.798972
  nChanged 3
		SP:Iteration 27Q (88702.440000 sec): 3 clusters
  Score: Raw -695372.049663 + Penalty 4173.479972 = -691198.569691
  nChanged 4
		SP:Iteration 28Q (88702.640000 sec): 3 clusters
  Score: Raw -695373.849923 + Penalty 4173.479972 = -691200.369951
  nChanged 1
		SP:Iteration 29Q (88702.820000 sec): 3 clusters
  Score: Raw -695374.483649 + Penalty 4173.479972 = -691201.003676
  nChanged 1
		SP:Iteration 30Q (88703.010000 sec): 3 clusters
  Score: Raw -695374.744606 + Penalty 4173.479972 = -691201.264633
  nChanged 0
		SP:Iteration 31F (88703.230000 sec): 3 clusters
  Score: Raw -695374.744606 + Penalty 4173.479972 = -691201.264633
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (2285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88703.350000 sec): 2 clusters
  Score: Raw -353822.025611 + Penalty 1918.062083 = -351903.963528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88703.480000 sec): 3 clusters
  Score: Raw -352949.663644 + Penalty 3836.124166 = -349113.539478
  nChanged 778
		SP:Iteration 1F (88703.620000 sec): 3 clusters
  Score: Raw -353543.245092 + Penalty 3836.124166 = -349707.120926
  nChanged 200
		SP:Iteration 2F (88703.770000 sec): 3 clusters
  Score: Raw -353770.219073 + Penalty 3836.124166 = -349934.094906
  nChanged 166
		SP:Iteration 3F (88703.910000 sec): 3 clusters
  Score: Raw -353979.332561 + Penalty 3836.124166 = -350143.208394
  nChanged 139
		SP:Iteration 4F (88704.090000 sec): 3 clusters
  Score: Raw -354156.033594 + Penalty 3836.124166 = -350319.909427
  nChanged 107
		SP:Iteration 5Q (88704.290000 sec): 3 clusters
  Score: Raw -354291.665920 + Penalty 3836.124166 = -350455.541754
  nChanged 83
		SP:Iteration 6Q (88704.460000 sec): 3 clusters
  Score: Raw -354382.813183 + Penalty 3836.124166 = -350546.689017
  nChanged 46
		SP:Iteration 7Q (88704.600000 sec): 3 clusters
  Score: Raw -354430.548369 + Penalty 3836.124166 = -350594.424203
  nChanged 52
		SP:Iteration 8Q (88704.750000 sec): 3 clusters
  Score: Raw -354483.973248 + Penalty 3836.124166 = -350647.849081
  nChanged 44
		SP:Iteration 9Q (88704.900000 sec): 3 clusters
  Score: Raw -354537.345530 + Penalty 3836.124166 = -350701.221364
  nChanged 40
		SP:Iteration 10Q (88705.090000 sec): 3 clusters
  Score: Raw -354581.515775 + Penalty 3836.124166 = -350745.391608
  nChanged 34
		SP:Iteration 11Q (88705.230000 sec): 3 clusters
  Score: Raw -354617.694494 + Penalty 3836.124166 = -350781.570328
  nChanged 21
		SP:Iteration 12Q (88705.370000 sec): 3 clusters
  Score: Raw -354639.246782 + Penalty 3836.124166 = -350803.122616
  nChanged 24
		SP:Iteration 13Q (88705.470000 sec): 3 clusters
  Score: Raw -354663.386330 + Penalty 3836.124166 = -350827.262163
  nChanged 20
		SP:Iteration 14Q (88705.610000 sec): 3 clusters
  Score: Raw -354680.135667 + Penalty 3836.124166 = -350844.011501
  nChanged 28
		SP:Iteration 15Q (88705.750000 sec): 3 clusters
  Score: Raw -354707.725323 + Penalty 3836.124166 = -350871.601156
  nChanged 26
		SP:Iteration 16Q (88705.900000 sec): 3 clusters
  Score: Raw -354734.086915 + Penalty 3836.124166 = -350897.962748
  nChanged 33
		SP:Iteration 17Q (88706.050000 sec): 3 clusters
  Score: Raw -354774.541955 + Penalty 3836.124166 = -350938.417788
  nChanged 35
		SP:Iteration 18Q (88706.190000 sec): 3 clusters
  Score: Raw -354820.705911 + Penalty 3836.124166 = -350984.581744
  nChanged 31
		SP:Iteration 19Q (88706.330000 sec): 3 clusters
  Score: Raw -354864.081035 + Penalty 3836.124166 = -351027.956869
  nChanged 26
		SP:Iteration 20F (88706.450000 sec): 3 clusters
  Score: Raw -354891.253788 + Penalty 3836.124166 = -351055.129622
  nChanged 14
		SP:Iteration 21Q (88706.600000 sec): 3 clusters
  Score: Raw -354908.941967 + Penalty 3836.124166 = -351072.817800
  nChanged 15
		SP:Iteration 22Q (88706.760000 sec): 3 clusters
  Score: Raw -354922.793579 + Penalty 3836.124166 = -351086.669412
  nChanged 11
		SP:Iteration 23Q (88706.880000 sec): 3 clusters
  Score: Raw -354931.908932 + Penalty 3836.124166 = -351095.784766
  nChanged 9
		SP:Iteration 24Q (88707.030000 sec): 3 clusters
  Score: Raw -354939.553721 + Penalty 3836.124166 = -351103.429554
  nChanged 5
		SP:Iteration 25Q (88707.190000 sec): 3 clusters
  Score: Raw -354944.229038 + Penalty 3836.124166 = -351108.104872
  nChanged 3
		SP:Iteration 26Q (88707.330000 sec): 3 clusters
  Score: Raw -354947.173392 + Penalty 3836.124166 = -351111.049225
  nChanged 6
		SP:Iteration 27Q (88707.480000 sec): 3 clusters
  Score: Raw -354950.538644 + Penalty 3836.124166 = -351114.414477
  nChanged 5
		SP:Iteration 28Q (88707.620000 sec): 3 clusters
  Score: Raw -354953.377099 + Penalty 3836.124166 = -351117.252933
  nChanged 2
		SP:Iteration 29Q (88707.770000 sec): 3 clusters
  Score: Raw -354954.085082 + Penalty 3836.124166 = -351117.960916
  nChanged 0
		SP:Iteration 30F (88707.910000 sec): 3 clusters
  Score: Raw -354954.085082 + Penalty 3836.124166 = -351117.960916
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (3222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88708.020000 sec): 2 clusters
  Score: Raw -503081.609957 + Penalty 2003.283876 = -501078.326081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88708.190000 sec): 3 clusters
  Score: Raw -501683.085586 + Penalty 4006.567752 = -497676.517834
  nChanged 1136
		SP:Iteration 1F (88708.370000 sec): 3 clusters
  Score: Raw -502375.594246 + Penalty 4006.567752 = -498369.026494
  nChanged 255
		SP:Iteration 2F (88708.560000 sec): 3 clusters
  Score: Raw -502563.555102 + Penalty 4006.567752 = -498556.987351
  nChanged 158
		SP:Iteration 3Q (88708.720000 sec): 3 clusters
  Score: Raw -502668.349406 + Penalty 4006.567752 = -498661.781654
  nChanged 104
		SP:Iteration 4Q (88708.890000 sec): 3 clusters
  Score: Raw -502733.314292 + Penalty 4006.567752 = -498726.746541
  nChanged 78
		SP:Iteration 5Q (88709.140000 sec): 3 clusters
  Score: Raw -502775.396151 + Penalty 4006.567752 = -498768.828399
  nChanged 64
		SP:Iteration 6Q (88709.330000 sec): 3 clusters
  Score: Raw -502813.819565 + Penalty 4006.567752 = -498807.251814
  nChanged 54
		SP:Iteration 7Q (88709.490000 sec): 3 clusters
  Score: Raw -502844.945624 + Penalty 4006.567752 = -498838.377872
  nChanged 44
		SP:Iteration 8Q (88709.690000 sec): 3 clusters
  Score: Raw -502869.540881 + Penalty 4006.567752 = -498862.973130
  nChanged 54
		SP:Iteration 9Q (88709.860000 sec): 3 clusters
  Score: Raw -502899.329939 + Penalty 4006.567752 = -498892.762188
  nChanged 44
		SP:Iteration 10Q (88710.000000 sec): 3 clusters
  Score: Raw -502924.398444 + Penalty 4006.567752 = -498917.830692
  nChanged 48
		SP:Iteration 11Q (88710.140000 sec): 3 clusters
  Score: Raw -502946.603056 + Penalty 4006.567752 = -498940.035304
  nChanged 38
		SP:Iteration 12Q (88710.320000 sec): 3 clusters
  Score: Raw -502964.492898 + Penalty 4006.567752 = -498957.925147
  nChanged 31
		SP:Iteration 13Q (88710.500000 sec): 3 clusters
  Score: Raw -502978.223571 + Penalty 4006.567752 = -498971.655820
  nChanged 28
		SP:Iteration 14Q (88710.640000 sec): 3 clusters
  Score: Raw -502989.399849 + Penalty 4006.567752 = -498982.832098
  nChanged 26
		SP:Iteration 15Q (88710.780000 sec): 3 clusters
  Score: Raw -503001.165789 + Penalty 4006.567752 = -498994.598037
  nChanged 28
		SP:Iteration 16Q (88710.960000 sec): 3 clusters
  Score: Raw -503015.443091 + Penalty 4006.567752 = -499008.875339
  nChanged 28
		SP:Iteration 17Q (88711.150000 sec): 3 clusters
  Score: Raw -503028.982063 + Penalty 4006.567752 = -499022.414312
  nChanged 29
		SP:Iteration 18Q (88711.380000 sec): 3 clusters
  Score: Raw -503040.981694 + Penalty 4006.567752 = -499034.413943
  nChanged 25
		SP:Iteration 19Q (88711.570000 sec): 3 clusters
  Score: Raw -503055.177871 + Penalty 4006.567752 = -499048.610119
  nChanged 30
		SP:Iteration 20F (88711.800000 sec): 3 clusters
  Score: Raw -503068.961918 + Penalty 4006.567752 = -499062.394167
  nChanged 26
		SP:Iteration 21Q (88712.020000 sec): 3 clusters
  Score: Raw -503081.406854 + Penalty 4006.567752 = -499074.839102
  nChanged 23
		SP:Iteration 22Q (88712.200000 sec): 3 clusters
  Score: Raw -503091.129149 + Penalty 4006.567752 = -499084.561397
  nChanged 14
		SP:Iteration 23Q (88712.410000 sec): 3 clusters
  Score: Raw -503101.202779 + Penalty 4006.567752 = -499094.635027
  nChanged 23
		SP:Iteration 24Q (88712.610000 sec): 3 clusters
  Score: Raw -503112.464989 + Penalty 4006.567752 = -499105.897238
  nChanged 17
		SP:Iteration 25Q (88712.770000 sec): 3 clusters
  Score: Raw -503125.154905 + Penalty 4006.567752 = -499118.587153
  nChanged 21
		SP:Iteration 26Q (88712.980000 sec): 3 clusters
  Score: Raw -503137.892990 + Penalty 4006.567752 = -499131.325238
  nChanged 17
		SP:Iteration 27Q (88713.220000 sec): 3 clusters
  Score: Raw -503148.489772 + Penalty 4006.567752 = -499141.922021
  nChanged 20
		SP:Iteration 28Q (88713.470000 sec): 3 clusters
  Score: Raw -503164.768392 + Penalty 4006.567752 = -499158.200641
  nChanged 22
		SP:Iteration 29Q (88713.670000 sec): 3 clusters
  Score: Raw -503180.603010 + Penalty 4006.567752 = -499174.035259
  nChanged 25
		SP:Iteration 30Q (88713.840000 sec): 3 clusters
  Score: Raw -503196.208846 + Penalty 4006.567752 = -499189.641095
  nChanged 30
		SP:Iteration 31Q (88713.960000 sec): 3 clusters
  Score: Raw -503212.866522 + Penalty 4006.567752 = -499206.298771
  nChanged 23
		SP:Iteration 32Q (88714.110000 sec): 3 clusters
  Score: Raw -503226.047004 + Penalty 4006.567752 = -499219.479252
  nChanged 13
		SP:Iteration 33Q (88714.250000 sec): 3 clusters
  Score: Raw -503235.326340 + Penalty 4006.567752 = -499228.758589
  nChanged 13
		SP:Iteration 34Q (88714.440000 sec): 3 clusters
  Score: Raw -503243.705486 + Penalty 4006.567752 = -499237.137735
  nChanged 9
		SP:Iteration 35Q (88714.620000 sec): 3 clusters
  Score: Raw -503248.135515 + Penalty 4006.567752 = -499241.567764
  nChanged 8
		SP:Iteration 36Q (88714.820000 sec): 3 clusters
  Score: Raw -503252.223057 + Penalty 4006.567752 = -499245.655306
  nChanged 5
		SP:Iteration 37Q (88715.000000 sec): 3 clusters
  Score: Raw -503255.629561 + Penalty 4006.567752 = -499249.061810
  nChanged 10
		SP:Iteration 38Q (88715.150000 sec): 3 clusters
  Score: Raw -503261.171470 + Penalty 4006.567752 = -499254.603718
  nChanged 5
		SP:Iteration 39Q (88715.320000 sec): 3 clusters
  Score: Raw -503265.759495 + Penalty 4006.567752 = -499259.191744
  nChanged 8
		SP:Iteration 40F (88715.480000 sec): 3 clusters
  Score: Raw -503271.658343 + Penalty 4006.567752 = -499265.090591
  nChanged 11
		SP:Iteration 41Q (88715.700000 sec): 3 clusters
  Score: Raw -503280.216273 + Penalty 4006.567752 = -499273.648521
  nChanged 8
		SP:Iteration 42Q (88715.870000 sec): 3 clusters
  Score: Raw -503285.118488 + Penalty 4006.567752 = -499278.550736
  nChanged 3
		SP:Iteration 43Q (88716.040000 sec): 3 clusters
  Score: Raw -503286.982681 + Penalty 4006.567752 = -499280.414930
  nChanged 1
		SP:Iteration 44Q (88716.220000 sec): 3 clusters
  Score: Raw -503287.270298 + Penalty 4006.567752 = -499280.702546
  nChanged 0
		SP:Iteration 45F (88716.410000 sec): 3 clusters
  Score: Raw -503287.270298 + Penalty 4006.567752 = -499280.702546
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88716.580000 sec): 2 clusters
  Score: Raw -98180.820548 + Penalty 1616.015883 = -96564.804665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88716.710000 sec): 3 clusters
  Score: Raw -98188.013319 + Penalty 3232.031766 = -94955.981554
  nChanged 153
		SP:Iteration 1F (88716.910000 sec): 3 clusters
  Score: Raw -98420.364496 + Penalty 3232.031766 = -95188.332730
  nChanged 51
		SP:Iteration 2F (88717.110000 sec): 3 clusters
  Score: Raw -98527.281045 + Penalty 3232.031766 = -95295.249279
  nChanged 16
		SP:Iteration 3Q (88717.230000 sec): 3 clusters
  Score: Raw -98553.095742 + Penalty 3232.031766 = -95321.063976
  nChanged 12
		SP:Iteration 4Q (88717.370000 sec): 3 clusters
  Score: Raw -98579.813091 + Penalty 3232.031766 = -95347.781325
  nChanged 8
		SP:Iteration 5Q (88717.510000 sec): 3 clusters
  Score: Raw -98590.420088 + Penalty 3232.031766 = -95358.388322
  nChanged 6
		SP:Iteration 6Q (88717.610000 sec): 3 clusters
  Score: Raw -98596.079069 + Penalty 3232.031766 = -95364.047304
  nChanged 7
		SP:Iteration 7Q (88717.720000 sec): 3 clusters
  Score: Raw -98602.746679 + Penalty 3232.031766 = -95370.714913
  nChanged 10
		SP:Iteration 8Q (88717.850000 sec): 3 clusters
  Score: Raw -98618.496618 + Penalty 3232.031766 = -95386.464853
  nChanged 13
		SP:Iteration 9Q (88717.950000 sec): 3 clusters
  Score: Raw -98639.139189 + Penalty 3232.031766 = -95407.107423
  nChanged 10
		SP:Iteration 10Q (88718.090000 sec): 3 clusters
  Score: Raw -98653.662560 + Penalty 3232.031766 = -95421.630794
  nChanged 10
		SP:Iteration 11Q (88718.180000 sec): 3 clusters
  Score: Raw -98683.143670 + Penalty 3232.031766 = -95451.111904
  nChanged 12
		SP:Iteration 12Q (88718.280000 sec): 3 clusters
  Score: Raw -98706.520069 + Penalty 3232.031766 = -95474.488304
  nChanged 14
		SP:Iteration 13Q (88718.430000 sec): 3 clusters
  Score: Raw -98733.889096 + Penalty 3232.031766 = -95501.857330
  nChanged 7
		SP:Iteration 14Q (88718.550000 sec): 3 clusters
  Score: Raw -98744.713210 + Penalty 3232.031766 = -95512.681445
  nChanged 10
		SP:Iteration 15Q (88718.690000 sec): 3 clusters
  Score: Raw -98759.111483 + Penalty 3232.031766 = -95527.079718
  nChanged 7
		SP:Iteration 16Q (88718.830000 sec): 3 clusters
  Score: Raw -98770.342108 + Penalty 3232.031766 = -95538.310342
  nChanged 6
		SP:Iteration 17Q (88718.970000 sec): 3 clusters
  Score: Raw -98781.104280 + Penalty 3232.031766 = -95549.072514
  nChanged 5
		SP:Iteration 18Q (88719.100000 sec): 3 clusters
  Score: Raw -98787.654737 + Penalty 3232.031766 = -95555.622971
  nChanged 4
		SP:Iteration 19Q (88719.230000 sec): 3 clusters
  Score: Raw -98795.214445 + Penalty 3232.031766 = -95563.182679
  nChanged 7
		SP:Iteration 20F (88719.380000 sec): 3 clusters
  Score: Raw -98817.388692 + Penalty 3232.031766 = -95585.356926
  nChanged 12
		SP:Iteration 21Q (88719.580000 sec): 3 clusters
  Score: Raw -98908.632160 + Penalty 3232.031766 = -95676.600394
  nChanged 20
		SP:Iteration 22Q (88719.720000 sec): 3 clusters
  Score: Raw -98965.763392 + Penalty 3232.031766 = -95733.731626
  nChanged 13
		SP:Iteration 23Q (88719.860000 sec): 3 clusters
  Score: Raw -99000.661361 + Penalty 3232.031766 = -95768.629596
  nChanged 4
		SP:Iteration 24Q (88720.010000 sec): 3 clusters
  Score: Raw -99022.091024 + Penalty 3232.031766 = -95790.059259
  nChanged 2
		SP:Iteration 25Q (88720.150000 sec): 3 clusters
  Score: Raw -99033.826734 + Penalty 3232.031766 = -95801.794968
  nChanged 1
		SP:Iteration 26Q (88720.290000 sec): 3 clusters
  Score: Raw -99036.017053 + Penalty 3232.031766 = -95803.985287
  nChanged 0
		SP:Iteration 27F (88720.390000 sec): 3 clusters
  Score: Raw -99036.017053 + Penalty 3232.031766 = -95803.985287
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (4652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88720.560000 sec): 2 clusters
  Score: Raw -621520.864439 + Penalty 2094.373023 = -619426.491416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88720.780000 sec): 3 clusters
  Score: Raw -619494.904982 + Penalty 4188.746047 = -615306.158936
  nChanged 1785
		SP:Iteration 1F (88720.980000 sec): 3 clusters
  Score: Raw -621061.674841 + Penalty 4188.746047 = -616872.928794
  nChanged 523
		SP:Iteration 2F (88721.280000 sec): 3 clusters
  Score: Raw -621662.366367 + Penalty 4188.746047 = -617473.620320
  nChanged 376
		SP:Iteration 3F (88721.450000 sec): 3 clusters
  Score: Raw -622051.657266 + Penalty 4188.746047 = -617862.911219
  nChanged 261
		SP:Iteration 4F (88721.670000 sec): 3 clusters
  Score: Raw -622271.752091 + Penalty 4188.746047 = -618083.006044
  nChanged 211
		SP:Iteration 5Q (88721.910000 sec): 3 clusters
  Score: Raw -622437.864833 + Penalty 4188.746047 = -618249.118786
  nChanged 158
		SP:Iteration 6Q (88722.200000 sec): 3 clusters
  Score: Raw -622551.018177 + Penalty 4188.746047 = -618362.272130
  nChanged 122
		SP:Iteration 7Q (88722.400000 sec): 3 clusters
  Score: Raw -622630.764011 + Penalty 4188.746047 = -618442.017964
  nChanged 95
		SP:Iteration 8Q (88722.600000 sec): 3 clusters
  Score: Raw -622686.591124 + Penalty 4188.746047 = -618497.845077
  nChanged 84
		SP:Iteration 9Q (88722.800000 sec): 3 clusters
  Score: Raw -622736.891826 + Penalty 4188.746047 = -618548.145779
  nChanged 73
		SP:Iteration 10Q (88722.960000 sec): 3 clusters
  Score: Raw -622776.507443 + Penalty 4188.746047 = -618587.761397
  nChanged 50
		SP:Iteration 11Q (88723.150000 sec): 3 clusters
  Score: Raw -622809.835152 + Penalty 4188.746047 = -618621.089106
  nChanged 42
		SP:Iteration 12Q (88723.370000 sec): 3 clusters
  Score: Raw -622842.705613 + Penalty 4188.746047 = -618653.959566
  nChanged 46
		SP:Iteration 13Q (88723.560000 sec): 3 clusters
  Score: Raw -622877.897539 + Penalty 4188.746047 = -618689.151493
  nChanged 54
		SP:Iteration 14Q (88723.780000 sec): 3 clusters
  Score: Raw -622918.324154 + Penalty 4188.746047 = -618729.578107
  nChanged 56
		SP:Iteration 15Q (88723.950000 sec): 3 clusters
  Score: Raw -622956.855802 + Penalty 4188.746047 = -618768.109755
  nChanged 43
		SP:Iteration 16Q (88724.150000 sec): 3 clusters
  Score: Raw -622979.612723 + Penalty 4188.746047 = -618790.866677
  nChanged 40
		SP:Iteration 17Q (88724.340000 sec): 3 clusters
  Score: Raw -622997.228181 + Penalty 4188.746047 = -618808.482135
  nChanged 29
		SP:Iteration 18Q (88724.550000 sec): 3 clusters
  Score: Raw -623009.100486 + Penalty 4188.746047 = -618820.354439
  nChanged 24
		SP:Iteration 19Q (88724.750000 sec): 3 clusters
  Score: Raw -623017.153261 + Penalty 4188.746047 = -618828.407214
  nChanged 29
		SP:Iteration 20F (88724.960000 sec): 3 clusters
  Score: Raw -623030.250858 + Penalty 4188.746047 = -618841.504812
  nChanged 32
		SP:Iteration 21Q (88725.150000 sec): 3 clusters
  Score: Raw -623048.261251 + Penalty 4188.746047 = -618859.515204
  nChanged 27
		SP:Iteration 22Q (88725.330000 sec): 3 clusters
  Score: Raw -623062.427033 + Penalty 4188.746047 = -618873.680986
  nChanged 31
		SP:Iteration 23Q (88725.530000 sec): 3 clusters
  Score: Raw -623079.409618 + Penalty 4188.746047 = -618890.663571
  nChanged 36
		SP:Iteration 24Q (88725.720000 sec): 3 clusters
  Score: Raw -623097.380300 + Penalty 4188.746047 = -618908.634253
  nChanged 27
		SP:Iteration 25Q (88725.940000 sec): 3 clusters
  Score: Raw -623113.513139 + Penalty 4188.746047 = -618924.767092
  nChanged 33
		SP:Iteration 26Q (88726.150000 sec): 3 clusters
  Score: Raw -623134.388241 + Penalty 4188.746047 = -618945.642194
  nChanged 32
		SP:Iteration 27Q (88726.370000 sec): 3 clusters
  Score: Raw -623154.160386 + Penalty 4188.746047 = -618965.414339
  nChanged 38
		SP:Iteration 28Q (88726.510000 sec): 3 clusters
  Score: Raw -623182.865112 + Penalty 4188.746047 = -618994.119065
  nChanged 52
		SP:Iteration 29Q (88726.660000 sec): 3 clusters
  Score: Raw -623214.395630 + Penalty 4188.746047 = -619025.649583
  nChanged 42
		SP:Iteration 30Q (88726.910000 sec): 3 clusters
  Score: Raw -623242.197174 + Penalty 4188.746047 = -619053.451128
  nChanged 36
		SP:Iteration 31Q (88727.110000 sec): 3 clusters
  Score: Raw -623261.353654 + Penalty 4188.746047 = -619072.607607
  nChanged 36
		SP:Iteration 32Q (88727.340000 sec): 3 clusters
  Score: Raw -623284.221421 + Penalty 4188.746047 = -619095.475374
  nChanged 33
		SP:Iteration 33Q (88727.470000 sec): 3 clusters
  Score: Raw -623303.399333 + Penalty 4188.746047 = -619114.653286
  nChanged 30
		SP:Iteration 34Q (88727.620000 sec): 3 clusters
  Score: Raw -623318.194342 + Penalty 4188.746047 = -619129.448295
  nChanged 22
		SP:Iteration 35Q (88727.760000 sec): 3 clusters
  Score: Raw -623328.589483 + Penalty 4188.746047 = -619139.843436
  nChanged 26
		SP:Iteration 36Q (88727.960000 sec): 3 clusters
  Score: Raw -623340.059370 + Penalty 4188.746047 = -619151.313323
  nChanged 22
		SP:Iteration 37Q (88728.130000 sec): 3 clusters
  Score: Raw -623348.244009 + Penalty 4188.746047 = -619159.497962
  nChanged 21
		SP:Iteration 38Q (88728.320000 sec): 3 clusters
  Score: Raw -623358.935051 + Penalty 4188.746047 = -619170.189004
  nChanged 19
		SP:Iteration 39Q (88728.500000 sec): 3 clusters
  Score: Raw -623376.512470 + Penalty 4188.746047 = -619187.766423
  nChanged 20
		SP:Iteration 40F (88728.700000 sec): 3 clusters
  Score: Raw -623398.301424 + Penalty 4188.746047 = -619209.555377
  nChanged 17
		SP:Iteration 41Q (88728.880000 sec): 3 clusters
  Score: Raw -623406.088579 + Penalty 4188.746047 = -619217.342532
  nChanged 12
		SP:Iteration 42Q (88729.060000 sec): 3 clusters
  Score: Raw -623411.262788 + Penalty 4188.746047 = -619222.516741
  nChanged 19
		SP:Iteration 43Q (88729.250000 sec): 3 clusters
  Score: Raw -623419.297179 + Penalty 4188.746047 = -619230.551132
  nChanged 12
		SP:Iteration 44Q (88729.510000 sec): 3 clusters
  Score: Raw -623424.978681 + Penalty 4188.746047 = -619236.232634
  nChanged 9
		SP:Iteration 45Q (88729.730000 sec): 3 clusters
  Score: Raw -623429.483057 + Penalty 4188.746047 = -619240.737010
  nChanged 11
		SP:Iteration 46Q (88729.950000 sec): 3 clusters
  Score: Raw -623433.939354 + Penalty 4188.746047 = -619245.193307
  nChanged 8
		SP:Iteration 47Q (88730.110000 sec): 3 clusters
  Score: Raw -623443.569116 + Penalty 4188.746047 = -619254.823069
  nChanged 7
		SP:Iteration 48Q (88730.290000 sec): 3 clusters
  Score: Raw -623446.085095 + Penalty 4188.746047 = -619257.339049
  nChanged 3
		SP:Iteration 49Q (88730.450000 sec): 3 clusters
  Score: Raw -623446.998007 + Penalty 4188.746047 = -619258.251960
  nChanged 3
		SP:Iteration 50Q (88730.630000 sec): 3 clusters
  Score: Raw -623447.531939 + Penalty 4188.746047 = -619258.785892
  nChanged 0
		SP:Iteration 51F (88730.850000 sec): 3 clusters
  Score: Raw -623447.531939 + Penalty 4188.746047 = -619258.785892
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (3484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88730.990000 sec): 2 clusters
  Score: Raw -549183.764787 + Penalty 2022.672212 = -547161.092575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88731.140000 sec): 3 clusters
  Score: Raw -547612.394415 + Penalty 4045.344424 = -543567.049992
  nChanged 1216
		SP:Iteration 1F (88731.300000 sec): 3 clusters
  Score: Raw -548351.801772 + Penalty 4045.344424 = -544306.457348
  nChanged 291
		SP:Iteration 2F (88731.460000 sec): 3 clusters
  Score: Raw -548544.722678 + Penalty 4045.344424 = -544499.378255
  nChanged 173
		SP:Iteration 3Q (88731.650000 sec): 3 clusters
  Score: Raw -548656.439667 + Penalty 4045.344424 = -544611.095243
  nChanged 127
		SP:Iteration 4Q (88731.810000 sec): 3 clusters
  Score: Raw -548739.405149 + Penalty 4045.344424 = -544694.060725
  nChanged 94
		SP:Iteration 5Q (88731.950000 sec): 3 clusters
  Score: Raw -548802.403986 + Penalty 4045.344424 = -544757.059562
  nChanged 97
		SP:Iteration 6Q (88732.140000 sec): 3 clusters
  Score: Raw -548865.993545 + Penalty 4045.344424 = -544820.649121
  nChanged 88
		SP:Iteration 7Q (88732.280000 sec): 3 clusters
  Score: Raw -548923.969878 + Penalty 4045.344424 = -544878.625454
  nChanged 99
		SP:Iteration 8Q (88732.470000 sec): 3 clusters
  Score: Raw -548992.306421 + Penalty 4045.344424 = -544946.961997
  nChanged 84
		SP:Iteration 9Q (88732.640000 sec): 3 clusters
  Score: Raw -549046.449384 + Penalty 4045.344424 = -545001.104961
  nChanged 75
		SP:Iteration 10Q (88732.760000 sec): 3 clusters
  Score: Raw -549098.087497 + Penalty 4045.344424 = -545052.743073
  nChanged 89
		SP:Iteration 11Q (88732.950000 sec): 3 clusters
  Score: Raw -549169.280982 + Penalty 4045.344424 = -545123.936559
  nChanged 97
		SP:Iteration 12Q (88733.060000 sec): 3 clusters
  Score: Raw -549259.976423 + Penalty 4045.344424 = -545214.631999
  nChanged 92
		SP:Iteration 13Q (88733.260000 sec): 3 clusters
  Score: Raw -549348.020481 + Penalty 4045.344424 = -545302.676058
  nChanged 86
		SP:Iteration 14Q (88733.410000 sec): 3 clusters
  Score: Raw -549421.160632 + Penalty 4045.344424 = -545375.816208
  nChanged 82
		SP:Iteration 15Q (88733.580000 sec): 3 clusters
  Score: Raw -549488.255076 + Penalty 4045.344424 = -545442.910652
  nChanged 60
		SP:Iteration 16Q (88733.720000 sec): 3 clusters
  Score: Raw -549530.957577 + Penalty 4045.344424 = -545485.613153
  nChanged 48
		SP:Iteration 17Q (88733.860000 sec): 3 clusters
  Score: Raw -549562.130117 + Penalty 4045.344424 = -545516.785693
  nChanged 45
		SP:Iteration 18Q (88734.000000 sec): 3 clusters
  Score: Raw -549593.201572 + Penalty 4045.344424 = -545547.857148
  nChanged 42
		SP:Iteration 19Q (88734.180000 sec): 3 clusters
  Score: Raw -549625.145216 + Penalty 4045.344424 = -545579.800793
  nChanged 33
		SP:Iteration 20F (88734.340000 sec): 3 clusters
  Score: Raw -549653.502819 + Penalty 4045.344424 = -545608.158395
  nChanged 31
		SP:Iteration 21Q (88734.540000 sec): 3 clusters
  Score: Raw -549675.885768 + Penalty 4045.344424 = -545630.541345
  nChanged 24
		SP:Iteration 22Q (88734.690000 sec): 3 clusters
  Score: Raw -549690.784314 + Penalty 4045.344424 = -545645.439890
  nChanged 15
		SP:Iteration 23Q (88734.840000 sec): 3 clusters
  Score: Raw -549698.097113 + Penalty 4045.344424 = -545652.752689
  nChanged 8
		SP:Iteration 24Q (88734.980000 sec): 3 clusters
  Score: Raw -549702.358904 + Penalty 4045.344424 = -545657.014481
  nChanged 8
		SP:Iteration 25Q (88735.150000 sec): 3 clusters
  Score: Raw -549706.656872 + Penalty 4045.344424 = -545661.312448
  nChanged 5
		SP:Iteration 26Q (88735.330000 sec): 3 clusters
  Score: Raw -549708.918012 + Penalty 4045.344424 = -545663.573589
  nChanged 2
		SP:Iteration 27Q (88735.490000 sec): 3 clusters
  Score: Raw -549709.404011 + Penalty 4045.344424 = -545664.059587
  nChanged 0
		SP:Iteration 28F (88735.610000 sec): 3 clusters
  Score: Raw -549709.404011 + Penalty 4045.344424 = -545664.059587
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (9947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88735.760000 sec): 2 clusters
  Score: Raw -1608725.628882 + Penalty 2282.846517 = -1606442.782365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88736.000000 sec): 3 clusters
  Score: Raw -1603320.463468 + Penalty 4565.693033 = -1598754.770434
  nChanged 4167
		SP:Iteration 1F (88736.220000 sec): 3 clusters
  Score: Raw -1605648.140438 + Penalty 4565.693033 = -1601082.447404
  nChanged 668
		SP:Iteration 2F (88736.430000 sec): 3 clusters
  Score: Raw -1605944.241200 + Penalty 4565.693033 = -1601378.548167
  nChanged 487
		SP:Iteration 3Q (88736.700000 sec): 3 clusters
  Score: Raw -1606154.870116 + Penalty 4565.693033 = -1601589.177083
  nChanged 395
		SP:Iteration 4Q (88736.860000 sec): 3 clusters
  Score: Raw -1606352.823750 + Penalty 4565.693033 = -1601787.130717
  nChanged 378
		SP:Iteration 5Q (88737.100000 sec): 3 clusters
  Score: Raw -1606538.501305 + Penalty 4565.693033 = -1601972.808271
  nChanged 378
		SP:Iteration 6Q (88737.310000 sec): 3 clusters
  Score: Raw -1606747.629763 + Penalty 4565.693033 = -1602181.936729
  nChanged 376
		SP:Iteration 7Q (88737.540000 sec): 3 clusters
  Score: Raw -1606932.213788 + Penalty 4565.693033 = -1602366.520754
  nChanged 357
		SP:Iteration 8Q (88737.700000 sec): 3 clusters
  Score: Raw -1607120.149652 + Penalty 4565.693033 = -1602554.456619
  nChanged 346
		SP:Iteration 9Q (88737.940000 sec): 3 clusters
  Score: Raw -1607335.418855 + Penalty 4565.693033 = -1602769.725822
  nChanged 378
		SP:Iteration 10Q (88738.180000 sec): 3 clusters
  Score: Raw -1607608.216713 + Penalty 4565.693033 = -1603042.523680
  nChanged 398
		SP:Iteration 11Q (88738.450000 sec): 3 clusters
  Score: Raw -1607891.394269 + Penalty 4565.693033 = -1603325.701235
  nChanged 406
		SP:Iteration 12Q (88738.680000 sec): 3 clusters
  Score: Raw -1608232.503622 + Penalty 4565.693033 = -1603666.810589
  nChanged 419
		SP:Iteration 13Q (88738.920000 sec): 3 clusters
  Score: Raw -1608548.868946 + Penalty 4565.693033 = -1603983.175913
  nChanged 346
		SP:Iteration 14Q (88739.110000 sec): 3 clusters
  Score: Raw -1608795.074087 + Penalty 4565.693033 = -1604229.381054
  nChanged 320
		SP:Iteration 15Q (88739.280000 sec): 3 clusters
  Score: Raw -1609001.849950 + Penalty 4565.693033 = -1604436.156916
  nChanged 255
		SP:Iteration 16Q (88739.510000 sec): 3 clusters
  Score: Raw -1609167.349018 + Penalty 4565.693033 = -1604601.655985
  nChanged 214
		SP:Iteration 17Q (88739.760000 sec): 3 clusters
  Score: Raw -1609282.804739 + Penalty 4565.693033 = -1604717.111706
  nChanged 169
		SP:Iteration 18Q (88739.950000 sec): 3 clusters
  Score: Raw -1609365.924457 + Penalty 4565.693033 = -1604800.231424
  nChanged 148
		SP:Iteration 19Q (88740.180000 sec): 3 clusters
  Score: Raw -1609433.558123 + Penalty 4565.693033 = -1604867.865090
  nChanged 130
		SP:Iteration 20F (88740.350000 sec): 3 clusters
  Score: Raw -1609486.634612 + Penalty 4565.693033 = -1604920.941579
  nChanged 104
		SP:Iteration 21Q (88740.610000 sec): 3 clusters
  Score: Raw -1609530.077983 + Penalty 4565.693033 = -1604964.384950
  nChanged 88
		SP:Iteration 22Q (88740.810000 sec): 3 clusters
  Score: Raw -1609573.359099 + Penalty 4565.693033 = -1605007.666065
  nChanged 107
		SP:Iteration 23Q (88740.980000 sec): 3 clusters
  Score: Raw -1609628.623303 + Penalty 4565.693033 = -1605062.930270
  nChanged 110
		SP:Iteration 24Q (88741.180000 sec): 3 clusters
  Score: Raw -1609676.417320 + Penalty 4565.693033 = -1605110.724287
  nChanged 94
		SP:Iteration 25Q (88741.400000 sec): 3 clusters
  Score: Raw -1609724.127157 + Penalty 4565.693033 = -1605158.434124
  nChanged 91
		SP:Iteration 26Q (88741.610000 sec): 3 clusters
  Score: Raw -1609757.685923 + Penalty 4565.693033 = -1605191.992889
  nChanged 74
		SP:Iteration 27Q (88741.780000 sec): 3 clusters
  Score: Raw -1609782.529090 + Penalty 4565.693033 = -1605216.836056
  nChanged 47
		SP:Iteration 28Q (88741.990000 sec): 3 clusters
  Score: Raw -1609796.567890 + Penalty 4565.693033 = -1605230.874857
  nChanged 41
		SP:Iteration 29Q (88742.200000 sec): 3 clusters
  Score: Raw -1609808.459894 + Penalty 4565.693033 = -1605242.766860
  nChanged 41
		SP:Iteration 30Q (88742.380000 sec): 3 clusters
  Score: Raw -1609820.875519 + Penalty 4565.693033 = -1605255.182485
  nChanged 37
		SP:Iteration 31Q (88742.630000 sec): 3 clusters
  Score: Raw -1609831.152342 + Penalty 4565.693033 = -1605265.459308
  nChanged 34
		SP:Iteration 32Q (88742.900000 sec): 3 clusters
  Score: Raw -1609840.047536 + Penalty 4565.693033 = -1605274.354503
  nChanged 33
		SP:Iteration 33Q (88743.070000 sec): 3 clusters
  Score: Raw -1609847.209933 + Penalty 4565.693033 = -1605281.516900
  nChanged 24
		SP:Iteration 34Q (88743.320000 sec): 3 clusters
  Score: Raw -1609851.102968 + Penalty 4565.693033 = -1605285.409934
  nChanged 20
		SP:Iteration 35Q (88743.490000 sec): 3 clusters
  Score: Raw -1609855.019429 + Penalty 4565.693033 = -1605289.326395
  nChanged 15
		SP:Iteration 36Q (88743.700000 sec): 3 clusters
  Score: Raw -1609858.378962 + Penalty 4565.693033 = -1605292.685928
  nChanged 18
		SP:Iteration 37Q (88743.880000 sec): 3 clusters
  Score: Raw -1609862.711478 + Penalty 4565.693033 = -1605297.018445
  nChanged 20
		SP:Iteration 38Q (88744.080000 sec): 3 clusters
  Score: Raw -1609866.845264 + Penalty 4565.693033 = -1605301.152230
  nChanged 12
		SP:Iteration 39Q (88744.320000 sec): 3 clusters
  Score: Raw -1609868.997845 + Penalty 4565.693033 = -1605303.304812
  nChanged 10
		SP:Iteration 40F (88744.480000 sec): 3 clusters
  Score: Raw -1609870.079143 + Penalty 4565.693033 = -1605304.386109
  nChanged 4
		SP:Iteration 41Q (88744.650000 sec): 3 clusters
  Score: Raw -1609871.015160 + Penalty 4565.693033 = -1605305.322126
  nChanged 8
		SP:Iteration 42Q (88744.820000 sec): 3 clusters
  Score: Raw -1609872.532113 + Penalty 4565.693033 = -1605306.839079
  nChanged 2
		SP:Iteration 43Q (88745.060000 sec): 3 clusters
  Score: Raw -1609872.982523 + Penalty 4565.693033 = -1605307.289489
  nChanged 3
		SP:Iteration 44Q (88745.230000 sec): 3 clusters
  Score: Raw -1609873.361332 + Penalty 4565.693033 = -1605307.668298
  nChanged 2
		SP:Iteration 45Q (88745.400000 sec): 3 clusters
  Score: Raw -1609873.622384 + Penalty 4565.693033 = -1605307.929350
  nChanged 0
		SP:Iteration 46F (88745.620000 sec): 3 clusters
  Score: Raw -1609873.622384 + Penalty 4565.693033 = -1605307.929350
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (10388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88745.740000 sec): 2 clusters
  Score: Raw -1657061.910753 + Penalty 2293.604830 = -1654768.305923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88745.940000 sec): 3 clusters
  Score: Raw -1651425.063050 + Penalty 4587.209660 = -1646837.853390
  nChanged 4328
		SP:Iteration 1F (88746.170000 sec): 3 clusters
  Score: Raw -1653835.649364 + Penalty 4587.209660 = -1649248.439704
  nChanged 842
		SP:Iteration 2F (88746.400000 sec): 3 clusters
  Score: Raw -1654513.194137 + Penalty 4587.209660 = -1649925.984477
  nChanged 869
		SP:Iteration 3F (88746.660000 sec): 3 clusters
  Score: Raw -1655420.844946 + Penalty 4587.209660 = -1650833.635286
  nChanged 924
		SP:Iteration 4F (88746.910000 sec): 3 clusters
  Score: Raw -1656392.414474 + Penalty 4587.209660 = -1651805.204814
  nChanged 793
		SP:Iteration 5F (88747.130000 sec): 3 clusters
  Score: Raw -1657016.585957 + Penalty 4587.209660 = -1652429.376297
  nChanged 533
		SP:Iteration 6F (88747.330000 sec): 3 clusters
  Score: Raw -1657373.487503 + Penalty 4587.209660 = -1652786.277843
  nChanged 395
		SP:Iteration 7Q (88747.630000 sec): 3 clusters
  Score: Raw -1657590.669434 + Penalty 4587.209660 = -1653003.459774
  nChanged 248
		SP:Iteration 8Q (88747.900000 sec): 3 clusters
  Score: Raw -1657715.401180 + Penalty 4587.209660 = -1653128.191520
  nChanged 208
		SP:Iteration 9Q (88748.120000 sec): 3 clusters
  Score: Raw -1657800.214942 + Penalty 4587.209660 = -1653213.005282
  nChanged 169
		SP:Iteration 10Q (88748.310000 sec): 3 clusters
  Score: Raw -1657856.836326 + Penalty 4587.209660 = -1653269.626666
  nChanged 140
		SP:Iteration 11Q (88748.530000 sec): 3 clusters
  Score: Raw -1657899.530298 + Penalty 4587.209660 = -1653312.320638
  nChanged 99
		SP:Iteration 12Q (88748.800000 sec): 3 clusters
  Score: Raw -1657928.525896 + Penalty 4587.209660 = -1653341.316236
  nChanged 89
		SP:Iteration 13Q (88748.940000 sec): 3 clusters
  Score: Raw -1657951.327254 + Penalty 4587.209660 = -1653364.117594
  nChanged 73
		SP:Iteration 14Q (88749.100000 sec): 3 clusters
  Score: Raw -1657970.104370 + Penalty 4587.209660 = -1653382.894709
  nChanged 65
		SP:Iteration 15Q (88749.250000 sec): 3 clusters
  Score: Raw -1657985.232065 + Penalty 4587.209660 = -1653398.022405
  nChanged 59
		SP:Iteration 16Q (88749.480000 sec): 3 clusters
  Score: Raw -1657999.909375 + Penalty 4587.209660 = -1653412.699715
  nChanged 71
		SP:Iteration 17Q (88749.610000 sec): 3 clusters
  Score: Raw -1658017.000562 + Penalty 4587.209660 = -1653429.790902
  nChanged 63
		SP:Iteration 18Q (88749.780000 sec): 3 clusters
  Score: Raw -1658031.187197 + Penalty 4587.209660 = -1653443.977536
  nChanged 57
		SP:Iteration 19Q (88749.960000 sec): 3 clusters
  Score: Raw -1658042.993705 + Penalty 4587.209660 = -1653455.784045
  nChanged 50
		SP:Iteration 20F (88750.110000 sec): 3 clusters
  Score: Raw -1658054.201806 + Penalty 4587.209660 = -1653466.992146
  nChanged 60
		SP:Iteration 21Q (88750.260000 sec): 3 clusters
  Score: Raw -1658069.375673 + Penalty 4587.209660 = -1653482.166013
  nChanged 70
		SP:Iteration 22Q (88750.420000 sec): 3 clusters
  Score: Raw -1658086.497954 + Penalty 4587.209660 = -1653499.288294
  nChanged 61
		SP:Iteration 23Q (88750.700000 sec): 3 clusters
  Score: Raw -1658101.295265 + Penalty 4587.209660 = -1653514.085605
  nChanged 61
		SP:Iteration 24Q (88750.930000 sec): 3 clusters
  Score: Raw -1658114.019918 + Penalty 4587.209660 = -1653526.810258
  nChanged 53
		SP:Iteration 25Q (88751.160000 sec): 3 clusters
  Score: Raw -1658124.123461 + Penalty 4587.209660 = -1653536.913801
  nChanged 35
		SP:Iteration 26Q (88751.350000 sec): 3 clusters
  Score: Raw -1658130.162937 + Penalty 4587.209660 = -1653542.953277
  nChanged 34
		SP:Iteration 27Q (88751.580000 sec): 3 clusters
  Score: Raw -1658136.074317 + Penalty 4587.209660 = -1653548.864656
  nChanged 33
		SP:Iteration 28Q (88751.840000 sec): 3 clusters
  Score: Raw -1658142.451324 + Penalty 4587.209660 = -1653555.241664
  nChanged 33
		SP:Iteration 29Q (88752.060000 sec): 3 clusters
  Score: Raw -1658148.955901 + Penalty 4587.209660 = -1653561.746241
  nChanged 34
		SP:Iteration 30Q (88752.270000 sec): 3 clusters
  Score: Raw -1658155.739565 + Penalty 4587.209660 = -1653568.529905
  nChanged 35
		SP:Iteration 31Q (88752.440000 sec): 3 clusters
  Score: Raw -1658163.421900 + Penalty 4587.209660 = -1653576.212240
  nChanged 42
		SP:Iteration 32Q (88752.690000 sec): 3 clusters
  Score: Raw -1658171.653139 + Penalty 4587.209660 = -1653584.443479
  nChanged 35
		SP:Iteration 33Q (88752.900000 sec): 3 clusters
  Score: Raw -1658179.256248 + Penalty 4587.209660 = -1653592.046588
  nChanged 37
		SP:Iteration 34Q (88753.120000 sec): 3 clusters
  Score: Raw -1658186.528824 + Penalty 4587.209660 = -1653599.319164
  nChanged 27
		SP:Iteration 35Q (88753.340000 sec): 3 clusters
  Score: Raw -1658191.864088 + Penalty 4587.209660 = -1653604.654428
  nChanged 29
		SP:Iteration 36Q (88753.590000 sec): 3 clusters
  Score: Raw -1658196.678633 + Penalty 4587.209660 = -1653609.468973
  nChanged 23
		SP:Iteration 37Q (88753.870000 sec): 3 clusters
  Score: Raw -1658201.335186 + Penalty 4587.209660 = -1653614.125526
  nChanged 19
		SP:Iteration 38Q (88754.100000 sec): 3 clusters
  Score: Raw -1658204.549279 + Penalty 4587.209660 = -1653617.339619
  nChanged 30
		SP:Iteration 39Q (88754.380000 sec): 3 clusters
  Score: Raw -1658209.161098 + Penalty 4587.209660 = -1653621.951438
  nChanged 17
		SP:Iteration 40F (88754.560000 sec): 3 clusters
  Score: Raw -1658212.559344 + Penalty 4587.209660 = -1653625.349684
  nChanged 24
		SP:Iteration 41Q (88754.760000 sec): 3 clusters
  Score: Raw -1658216.397792 + Penalty 4587.209660 = -1653629.188132
  nChanged 16
		SP:Iteration 42Q (88754.990000 sec): 3 clusters
  Score: Raw -1658219.224553 + Penalty 4587.209660 = -1653632.014893
  nChanged 17
		SP:Iteration 43Q (88755.260000 sec): 3 clusters
  Score: Raw -1658222.341886 + Penalty 4587.209660 = -1653635.132226
  nChanged 17
		SP:Iteration 44Q (88755.540000 sec): 3 clusters
  Score: Raw -1658225.534355 + Penalty 4587.209660 = -1653638.324695
  nChanged 18
		SP:Iteration 45Q (88755.760000 sec): 3 clusters
  Score: Raw -1658229.472402 + Penalty 4587.209660 = -1653642.262742
  nChanged 17
		SP:Iteration 46Q (88755.950000 sec): 3 clusters
  Score: Raw -1658232.573261 + Penalty 4587.209660 = -1653645.363601
  nChanged 13
		SP:Iteration 47Q (88756.260000 sec): 3 clusters
  Score: Raw -1658235.096413 + Penalty 4587.209660 = -1653647.886753
  nChanged 17
		SP:Iteration 48Q (88756.520000 sec): 3 clusters
  Score: Raw -1658237.609666 + Penalty 4587.209660 = -1653650.400006
  nChanged 15
		SP:Iteration 49Q (88756.840000 sec): 3 clusters
  Score: Raw -1658239.795421 + Penalty 4587.209660 = -1653652.585761
  nChanged 12
		SP:Iteration 50Q (88757.060000 sec): 3 clusters
  Score: Raw -1658241.756327 + Penalty 4587.209660 = -1653654.546667
  nChanged 7
		SP:Iteration 51Q (88757.300000 sec): 3 clusters
  Score: Raw -1658242.947413 + Penalty 4587.209660 = -1653655.737753
  nChanged 10
		SP:Iteration 52Q (88757.560000 sec): 3 clusters
  Score: Raw -1658244.404512 + Penalty 4587.209660 = -1653657.194852
  nChanged 9
		SP:Iteration 53Q (88757.870000 sec): 3 clusters
  Score: Raw -1658246.040466 + Penalty 4587.209660 = -1653658.830806
  nChanged 8
		SP:Iteration 54Q (88758.160000 sec): 3 clusters
  Score: Raw -1658247.313121 + Penalty 4587.209660 = -1653660.103461
  nChanged 8
		SP:Iteration 55Q (88758.350000 sec): 3 clusters
  Score: Raw -1658248.623477 + Penalty 4587.209660 = -1653661.413817
  nChanged 8
		SP:Iteration 56Q (88758.700000 sec): 3 clusters
  Score: Raw -1658249.741520 + Penalty 4587.209660 = -1653662.531860
  nChanged 4
		SP:Iteration 57Q (88758.920000 sec): 3 clusters
  Score: Raw -1658250.288633 + Penalty 4587.209660 = -1653663.078973
  nChanged 4
		SP:Iteration 58Q (88759.180000 sec): 3 clusters
  Score: Raw -1658251.271938 + Penalty 4587.209660 = -1653664.062278
  nChanged 10
		SP:Iteration 59Q (88759.470000 sec): 3 clusters
  Score: Raw -1658253.099881 + Penalty 4587.209660 = -1653665.890220
  nChanged 14
		SP:Iteration 60F (88759.680000 sec): 3 clusters
  Score: Raw -1658255.687073 + Penalty 4587.209660 = -1653668.477413
  nChanged 14
		SP:Iteration 61Q (88759.900000 sec): 3 clusters
  Score: Raw -1658258.052240 + Penalty 4587.209660 = -1653670.842580
  nChanged 13
		SP:Iteration 62Q (88760.180000 sec): 3 clusters
  Score: Raw -1658259.957953 + Penalty 4587.209660 = -1653672.748293
  nChanged 6
		SP:Iteration 63Q (88760.400000 sec): 3 clusters
  Score: Raw -1658260.861915 + Penalty 4587.209660 = -1653673.652255
  nChanged 9
		SP:Iteration 64Q (88760.720000 sec): 3 clusters
  Score: Raw -1658262.130301 + Penalty 4587.209660 = -1653674.920641
  nChanged 5
		SP:Iteration 65Q (88760.980000 sec): 3 clusters
  Score: Raw -1658262.822991 + Penalty 4587.209660 = -1653675.613331
  nChanged 5
		SP:Iteration 66Q (88761.290000 sec): 3 clusters
  Score: Raw -1658263.390954 + Penalty 4587.209660 = -1653676.181294
  nChanged 4
		SP:Iteration 67Q (88761.580000 sec): 3 clusters
  Score: Raw -1658263.847214 + Penalty 4587.209660 = -1653676.637554
  nChanged 2
		SP:Iteration 68Q (88761.840000 sec): 3 clusters
  Score: Raw -1658264.067142 + Penalty 4587.209660 = -1653676.857482
  nChanged 2
		SP:Iteration 69Q (88762.060000 sec): 3 clusters
  Score: Raw -1658264.391926 + Penalty 4587.209660 = -1653677.182266
  nChanged 4
		SP:Iteration 70Q (88762.300000 sec): 3 clusters
  Score: Raw -1658264.893198 + Penalty 4587.209660 = -1653677.683538
  nChanged 2
		SP:Iteration 71Q (88762.530000 sec): 3 clusters
  Score: Raw -1658265.045326 + Penalty 4587.209660 = -1653677.835666
  nChanged 0
		SP:Iteration 72F (88762.730000 sec): 3 clusters
  Score: Raw -1658265.045326 + Penalty 4587.209660 = -1653677.835666
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88762.830000 sec): 2 clusters
  Score: Raw -17616.062391 + Penalty 1258.643106 = -16357.419285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88762.970000 sec): 3 clusters
  Score: Raw -18072.974130 + Penalty 2517.286212 = -15555.687918
  nChanged 29
		SP:Iteration 1F (88763.110000 sec): 3 clusters
  Score: Raw -18221.481949 + Penalty 2517.286212 = -15704.195737
  nChanged 5
		SP:Iteration 2Q (88763.250000 sec): 3 clusters
  Score: Raw -18243.098725 + Penalty 2517.286212 = -15725.812512
  nChanged 1
		SP:Iteration 3Q (88763.410000 sec): 3 clusters
  Score: Raw -18246.833957 + Penalty 2517.286212 = -15729.547745
  nChanged 1
		SP:Iteration 4Q (88763.500000 sec): 3 clusters
  Score: Raw -18251.233255 + Penalty 2517.286212 = -15733.947043
  nChanged 0
		SP:Iteration 5F (88763.640000 sec): 3 clusters
  Score: Raw -18251.233255 + Penalty 2517.286212 = -15733.947043
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (16928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88763.900000 sec): 2 clusters
  Score: Raw -2443423.840881 + Penalty 2414.707635 = -2441009.133246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88764.200000 sec): 3 clusters
  Score: Raw -2433712.291254 + Penalty 4829.415270 = -2428882.875984
  nChanged 7391
		SP:Iteration 1F (88764.490000 sec): 3 clusters
  Score: Raw -2438002.285687 + Penalty 4829.415270 = -2433172.870417
  nChanged 1311
		SP:Iteration 2F (88764.820000 sec): 3 clusters
  Score: Raw -2438953.189217 + Penalty 4829.415270 = -2434123.773947
  nChanged 1267
		SP:Iteration 3F (88765.120000 sec): 3 clusters
  Score: Raw -2439907.779123 + Penalty 4829.415270 = -2435078.363853
  nChanged 1230
		SP:Iteration 4F (88765.380000 sec): 3 clusters
  Score: Raw -2440844.160578 + Penalty 4829.415270 = -2436014.745308
  nChanged 1127
		SP:Iteration 5F (88765.670000 sec): 3 clusters
  Score: Raw -2441573.220345 + Penalty 4829.415270 = -2436743.805075
  nChanged 891
		SP:Iteration 6F (88765.990000 sec): 3 clusters
  Score: Raw -2442031.321940 + Penalty 4829.415270 = -2437201.906670
  nChanged 673
		SP:Iteration 7Q (88766.310000 sec): 3 clusters
  Score: Raw -2442305.762223 + Penalty 4829.415270 = -2437476.346953
  nChanged 495
		SP:Iteration 8Q (88766.590000 sec): 3 clusters
  Score: Raw -2442477.241770 + Penalty 4829.415270 = -2437647.826500
  nChanged 380
		SP:Iteration 9Q (88766.890000 sec): 3 clusters
  Score: Raw -2442592.643070 + Penalty 4829.415270 = -2437763.227800
  nChanged 285
		SP:Iteration 10Q (88767.150000 sec): 3 clusters
  Score: Raw -2442672.019788 + Penalty 4829.415270 = -2437842.604518
  nChanged 220
		SP:Iteration 11Q (88767.460000 sec): 3 clusters
  Score: Raw -2442723.692869 + Penalty 4829.415270 = -2437894.277599
  nChanged 186
		SP:Iteration 12Q (88767.760000 sec): 3 clusters
  Score: Raw -2442771.790143 + Penalty 4829.415270 = -2437942.374873
  nChanged 170
		SP:Iteration 13Q (88768.020000 sec): 3 clusters
  Score: Raw -2442819.965609 + Penalty 4829.415270 = -2437990.550339
  nChanged 171
		SP:Iteration 14Q (88768.260000 sec): 3 clusters
  Score: Raw -2442862.435040 + Penalty 4829.415270 = -2438033.019770
  nChanged 143
		SP:Iteration 15Q (88768.560000 sec): 3 clusters
  Score: Raw -2442893.049494 + Penalty 4829.415270 = -2438063.634224
  nChanged 130
		SP:Iteration 16Q (88768.900000 sec): 3 clusters
  Score: Raw -2442922.150185 + Penalty 4829.415270 = -2438092.734915
  nChanged 128
		SP:Iteration 17Q (88769.210000 sec): 3 clusters
  Score: Raw -2442946.181534 + Penalty 4829.415270 = -2438116.766264
  nChanged 103
		SP:Iteration 18Q (88769.550000 sec): 3 clusters
  Score: Raw -2442966.935320 + Penalty 4829.415270 = -2438137.520050
  nChanged 109
		SP:Iteration 19Q (88769.920000 sec): 3 clusters
  Score: Raw -2442988.731291 + Penalty 4829.415270 = -2438159.316021
  nChanged 111
		SP:Iteration 20F (88770.320000 sec): 3 clusters
  Score: Raw -2443013.280305 + Penalty 4829.415270 = -2438183.865035
  nChanged 120
		SP:Iteration 21Q (88770.630000 sec): 3 clusters
  Score: Raw -2443043.936208 + Penalty 4829.415270 = -2438214.520938
  nChanged 143
		SP:Iteration 22Q (88770.870000 sec): 3 clusters
  Score: Raw -2443082.194734 + Penalty 4829.415270 = -2438252.779464
  nChanged 164
		SP:Iteration 23Q (88771.160000 sec): 3 clusters
  Score: Raw -2443129.938019 + Penalty 4829.415270 = -2438300.522749
  nChanged 165
		SP:Iteration 24Q (88771.510000 sec): 3 clusters
  Score: Raw -2443172.017224 + Penalty 4829.415270 = -2438342.601954
  nChanged 141
		SP:Iteration 25Q (88771.800000 sec): 3 clusters
  Score: Raw -2443208.256411 + Penalty 4829.415270 = -2438378.841141
  nChanged 132
		SP:Iteration 26Q (88772.150000 sec): 3 clusters
  Score: Raw -2443239.417585 + Penalty 4829.415270 = -2438410.002315
  nChanged 136
		SP:Iteration 27Q (88772.480000 sec): 3 clusters
  Score: Raw -2443273.190548 + Penalty 4829.415270 = -2438443.775278
  nChanged 133
		SP:Iteration 28Q (88772.820000 sec): 3 clusters
  Score: Raw -2443306.984837 + Penalty 4829.415270 = -2438477.569567
  nChanged 134
		SP:Iteration 29Q (88773.080000 sec): 3 clusters
  Score: Raw -2443341.125392 + Penalty 4829.415270 = -2438511.710122
  nChanged 150
		SP:Iteration 30Q (88773.420000 sec): 3 clusters
  Score: Raw -2443377.352256 + Penalty 4829.415270 = -2438547.936986
  nChanged 133
		SP:Iteration 31Q (88773.700000 sec): 3 clusters
  Score: Raw -2443409.037765 + Penalty 4829.415270 = -2438579.622495
  nChanged 119
		SP:Iteration 32Q (88773.980000 sec): 3 clusters
  Score: Raw -2443434.206970 + Penalty 4829.415270 = -2438604.791700
  nChanged 113
		SP:Iteration 33Q (88774.280000 sec): 3 clusters
  Score: Raw -2443459.333640 + Penalty 4829.415270 = -2438629.918370
  nChanged 102
		SP:Iteration 34Q (88774.590000 sec): 3 clusters
  Score: Raw -2443482.776280 + Penalty 4829.415270 = -2438653.361010
  nChanged 108
		SP:Iteration 35Q (88774.900000 sec): 3 clusters
  Score: Raw -2443506.117065 + Penalty 4829.415270 = -2438676.701795
  nChanged 96
		SP:Iteration 36Q (88775.250000 sec): 3 clusters
  Score: Raw -2443530.526732 + Penalty 4829.415270 = -2438701.111462
  nChanged 118
		SP:Iteration 37Q (88775.560000 sec): 3 clusters
  Score: Raw -2443564.405410 + Penalty 4829.415270 = -2438734.990140
  nChanged 130
		SP:Iteration 38Q (88775.910000 sec): 3 clusters
  Score: Raw -2443602.023848 + Penalty 4829.415270 = -2438772.608578
  nChanged 148
		SP:Iteration 39Q (88776.240000 sec): 3 clusters
  Score: Raw -2443651.269340 + Penalty 4829.415270 = -2438821.854070
  nChanged 130
		SP:Iteration 40F (88776.530000 sec): 3 clusters
  Score: Raw -2443690.804126 + Penalty 4829.415270 = -2438861.388856
  nChanged 130
		SP:Iteration 41Q (88776.850000 sec): 3 clusters
  Score: Raw -2443729.232254 + Penalty 4829.415270 = -2438899.816984
  nChanged 127
		SP:Iteration 42Q (88777.180000 sec): 3 clusters
  Score: Raw -2443768.774410 + Penalty 4829.415270 = -2438939.359140
  nChanged 131
		SP:Iteration 43Q (88777.510000 sec): 3 clusters
  Score: Raw -2443811.562313 + Penalty 4829.415270 = -2438982.147044
  nChanged 127
		SP:Iteration 44Q (88777.840000 sec): 3 clusters
  Score: Raw -2443853.853502 + Penalty 4829.415270 = -2439024.438232
  nChanged 134
		SP:Iteration 45Q (88778.180000 sec): 3 clusters
  Score: Raw -2443894.725103 + Penalty 4829.415270 = -2439065.309833
  nChanged 117
		SP:Iteration 46Q (88778.500000 sec): 3 clusters
  Score: Raw -2443932.142132 + Penalty 4829.415270 = -2439102.726862
  nChanged 110
		SP:Iteration 47Q (88778.780000 sec): 3 clusters
  Score: Raw -2443971.491545 + Penalty 4829.415270 = -2439142.076275
  nChanged 119
		SP:Iteration 48Q (88779.100000 sec): 3 clusters
  Score: Raw -2444016.767589 + Penalty 4829.415270 = -2439187.352319
  nChanged 118
		SP:Iteration 49Q (88779.430000 sec): 3 clusters
  Score: Raw -2444057.266810 + Penalty 4829.415270 = -2439227.851540
  nChanged 100
		SP:Iteration 50Q (88779.760000 sec): 3 clusters
  Score: Raw -2444088.834807 + Penalty 4829.415270 = -2439259.419538
  nChanged 99
		SP:Iteration 51Q (88780.110000 sec): 3 clusters
  Score: Raw -2444118.941558 + Penalty 4829.415270 = -2439289.526288
  nChanged 75
		SP:Iteration 52Q (88780.420000 sec): 3 clusters
  Score: Raw -2444144.166356 + Penalty 4829.415270 = -2439314.751086
  nChanged 72
		SP:Iteration 53Q (88780.680000 sec): 3 clusters
  Score: Raw -2444167.956495 + Penalty 4829.415270 = -2439338.541225
  nChanged 81
		SP:Iteration 54Q (88780.950000 sec): 3 clusters
  Score: Raw -2444194.020209 + Penalty 4829.415270 = -2439364.604939
  nChanged 73
		SP:Iteration 55Q (88781.240000 sec): 3 clusters
  Score: Raw -2444214.259465 + Penalty 4829.415270 = -2439384.844195
  nChanged 65
		SP:Iteration 56Q (88781.500000 sec): 3 clusters
  Score: Raw -2444233.478209 + Penalty 4829.415270 = -2439404.062939
  nChanged 65
		SP:Iteration 57Q (88781.760000 sec): 3 clusters
  Score: Raw -2444253.791076 + Penalty 4829.415270 = -2439424.375806
  nChanged 60
		SP:Iteration 58Q (88782.070000 sec): 3 clusters
  Score: Raw -2444270.534621 + Penalty 4829.415270 = -2439441.119351
  nChanged 51
		SP:Iteration 59Q (88782.440000 sec): 3 clusters
  Score: Raw -2444282.772611 + Penalty 4829.415270 = -2439453.357341
  nChanged 42
		SP:Iteration 60F (88782.680000 sec): 3 clusters
  Score: Raw -2444294.151402 + Penalty 4829.415270 = -2439464.736132
  nChanged 43
		SP:Iteration 61Q (88783.050000 sec): 3 clusters
  Score: Raw -2444304.305020 + Penalty 4829.415270 = -2439474.889750
  nChanged 36
		SP:Iteration 62Q (88783.360000 sec): 3 clusters
  Score: Raw -2444313.114291 + Penalty 4829.415270 = -2439483.699021
  nChanged 38
		SP:Iteration 63Q (88783.700000 sec): 3 clusters
  Score: Raw -2444322.571329 + Penalty 4829.415270 = -2439493.156059
  nChanged 29
		SP:Iteration 64Q (88783.990000 sec): 3 clusters
  Score: Raw -2444328.637884 + Penalty 4829.415270 = -2439499.222614
  nChanged 27
		SP:Iteration 65Q (88784.280000 sec): 3 clusters
  Score: Raw -2444335.903553 + Penalty 4829.415270 = -2439506.488283
  nChanged 25
		SP:Iteration 66Q (88784.560000 sec): 3 clusters
  Score: Raw -2444341.814485 + Penalty 4829.415270 = -2439512.399215
  nChanged 26
		SP:Iteration 67Q (88784.850000 sec): 3 clusters
  Score: Raw -2444347.169286 + Penalty 4829.415270 = -2439517.754016
  nChanged 19
		SP:Iteration 68Q (88785.180000 sec): 3 clusters
  Score: Raw -2444351.246942 + Penalty 4829.415270 = -2439521.831672
  nChanged 18
		SP:Iteration 69Q (88785.470000 sec): 3 clusters
  Score: Raw -2444355.717793 + Penalty 4829.415270 = -2439526.302523
  nChanged 21
		SP:Iteration 70Q (88785.760000 sec): 3 clusters
  Score: Raw -2444361.403210 + Penalty 4829.415270 = -2439531.987940
  nChanged 17
		SP:Iteration 71Q (88786.040000 sec): 3 clusters
  Score: Raw -2444365.645280 + Penalty 4829.415270 = -2439536.230010
  nChanged 15
		SP:Iteration 72Q (88786.340000 sec): 3 clusters
  Score: Raw -2444368.601059 + Penalty 4829.415270 = -2439539.185789
  nChanged 12
		SP:Iteration 73Q (88786.670000 sec): 3 clusters
  Score: Raw -2444370.550283 + Penalty 4829.415270 = -2439541.135013
  nChanged 13
		SP:Iteration 74Q (88786.950000 sec): 3 clusters
  Score: Raw -2444374.114679 + Penalty 4829.415270 = -2439544.699409
  nChanged 14
		SP:Iteration 75Q (88787.240000 sec): 3 clusters
  Score: Raw -2444377.931847 + Penalty 4829.415270 = -2439548.516577
  nChanged 19
		SP:Iteration 76Q (88787.530000 sec): 3 clusters
  Score: Raw -2444384.082457 + Penalty 4829.415270 = -2439554.667187
  nChanged 19
		SP:Iteration 77Q (88787.820000 sec): 3 clusters
  Score: Raw -2444391.805009 + Penalty 4829.415270 = -2439562.389739
  nChanged 26
		SP:Iteration 78Q (88788.100000 sec): 3 clusters
  Score: Raw -2444400.972034 + Penalty 4829.415270 = -2439571.556764
  nChanged 33
		SP:Iteration 79Q (88788.420000 sec): 3 clusters
  Score: Raw -2444414.787954 + Penalty 4829.415270 = -2439585.372684
  nChanged 35
		SP:Iteration 80F (88788.720000 sec): 3 clusters
  Score: Raw -2444425.526105 + Penalty 4829.415270 = -2439596.110835
  nChanged 29
		SP:Iteration 81Q (88789.010000 sec): 3 clusters
  Score: Raw -2444432.697154 + Penalty 4829.415270 = -2439603.281884
  nChanged 24
		SP:Iteration 82Q (88789.300000 sec): 3 clusters
  Score: Raw -2444439.469329 + Penalty 4829.415270 = -2439610.054059
  nChanged 21
		SP:Iteration 83Q (88789.580000 sec): 3 clusters
  Score: Raw -2444445.577794 + Penalty 4829.415270 = -2439616.162524
  nChanged 20
		SP:Iteration 84Q (88789.870000 sec): 3 clusters
  Score: Raw -2444450.686189 + Penalty 4829.415270 = -2439621.270919
  nChanged 16
		SP:Iteration 85Q (88790.160000 sec): 3 clusters
  Score: Raw -2444454.413343 + Penalty 4829.415270 = -2439624.998073
  nChanged 16
		SP:Iteration 86Q (88790.490000 sec): 3 clusters
  Score: Raw -2444459.640649 + Penalty 4829.415270 = -2439630.225379
  nChanged 20
		SP:Iteration 87Q (88790.780000 sec): 3 clusters
  Score: Raw -2444464.834093 + Penalty 4829.415270 = -2439635.418823
  nChanged 11
		SP:Iteration 88Q (88791.070000 sec): 3 clusters
  Score: Raw -2444466.959833 + Penalty 4829.415270 = -2439637.544563
  nChanged 9
		SP:Iteration 89Q (88791.360000 sec): 3 clusters
  Score: Raw -2444469.078544 + Penalty 4829.415270 = -2439639.663274
  nChanged 11
		SP:Iteration 90Q (88791.650000 sec): 3 clusters
  Score: Raw -2444472.015841 + Penalty 4829.415270 = -2439642.600571
  nChanged 13
		SP:Iteration 91Q (88791.940000 sec): 3 clusters
  Score: Raw -2444476.099770 + Penalty 4829.415270 = -2439646.684500
  nChanged 12
		SP:Iteration 92Q (88792.230000 sec): 3 clusters
  Score: Raw -2444479.493960 + Penalty 4829.415270 = -2439650.078690
  nChanged 15
		SP:Iteration 93Q (88792.520000 sec): 3 clusters
  Score: Raw -2444484.103356 + Penalty 4829.415270 = -2439654.688086
  nChanged 19
		SP:Iteration 94Q (88792.810000 sec): 3 clusters
  Score: Raw -2444490.668586 + Penalty 4829.415270 = -2439661.253316
  nChanged 17
		SP:Iteration 95Q (88793.100000 sec): 3 clusters
  Score: Raw -2444497.880024 + Penalty 4829.415270 = -2439668.464754
  nChanged 29
		SP:Iteration 96Q (88793.390000 sec): 3 clusters
  Score: Raw -2444506.467629 + Penalty 4829.415270 = -2439677.052359
  nChanged 19
		SP:Iteration 97Q (88793.670000 sec): 3 clusters
  Score: Raw -2444514.533522 + Penalty 4829.415270 = -2439685.118252
  nChanged 19
		SP:Iteration 98Q (88793.960000 sec): 3 clusters
  Score: Raw -2444521.575622 + Penalty 4829.415270 = -2439692.160352
  nChanged 6
		SP:Iteration 99Q (88794.250000 sec): 3 clusters
  Score: Raw -2444523.008020 + Penalty 4829.415270 = -2439693.592750
  nChanged 7
		SP:Iteration 100F (88794.610000 sec): 3 clusters
  Score: Raw -2444524.389213 + Penalty 4829.415270 = -2439694.973943
  nChanged 9
		SP:Iteration 101Q (88794.880000 sec): 3 clusters
  Score: Raw -2444526.661337 + Penalty 4829.415270 = -2439697.246067
  nChanged 10
		SP:Iteration 102Q (88795.170000 sec): 3 clusters
  Score: Raw -2444529.053337 + Penalty 4829.415270 = -2439699.638067
  nChanged 7
		SP:Iteration 103Q (88795.490000 sec): 3 clusters
  Score: Raw -2444531.360903 + Penalty 4829.415270 = -2439701.945633
  nChanged 7
		SP:Iteration 104Q (88795.800000 sec): 3 clusters
  Score: Raw -2444533.776089 + Penalty 4829.415270 = -2439704.360819
  nChanged 13
		SP:Iteration 105Q (88796.090000 sec): 3 clusters
  Score: Raw -2444537.645560 + Penalty 4829.415270 = -2439708.230290
  nChanged 14
		SP:Iteration 106Q (88796.370000 sec): 3 clusters
  Score: Raw -2444542.260477 + Penalty 4829.415270 = -2439712.845207
  nChanged 10
		SP:Iteration 107Q (88796.710000 sec): 3 clusters
  Score: Raw -2444544.468569 + Penalty 4829.415270 = -2439715.053299
  nChanged 11
		SP:Iteration 108Q (88797.000000 sec): 3 clusters
  Score: Raw -2444547.315560 + Penalty 4829.415270 = -2439717.900290
  nChanged 8
		SP:Iteration 109Q (88797.330000 sec): 3 clusters
  Score: Raw -2444548.792551 + Penalty 4829.415270 = -2439719.377281
  nChanged 6
		SP:Iteration 110Q (88797.620000 sec): 3 clusters
  Score: Raw -2444550.232019 + Penalty 4829.415270 = -2439720.816749
  nChanged 5
		SP:Iteration 111Q (88797.920000 sec): 3 clusters
  Score: Raw -2444551.366063 + Penalty 4829.415270 = -2439721.950793
  nChanged 2
		SP:Iteration 112Q (88798.250000 sec): 3 clusters
  Score: Raw -2444551.888521 + Penalty 4829.415270 = -2439722.473251
  nChanged 4
		SP:Iteration 113Q (88798.540000 sec): 3 clusters
  Score: Raw -2444552.988835 + Penalty 4829.415270 = -2439723.573565
  nChanged 3
		SP:Iteration 114Q (88798.830000 sec): 3 clusters
  Score: Raw -2444553.644897 + Penalty 4829.415270 = -2439724.229627
  nChanged 0
		SP:Iteration 115F (88799.170000 sec): 3 clusters
  Score: Raw -2444553.644897 + Penalty 4829.415270 = -2439724.229627
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (113782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88799.900000 sec): 2 clusters
  Score: Raw -17216646.619227 + Penalty 2887.225825 = -17213759.393403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88800.920000 sec): 3 clusters
  Score: Raw -17143360.784610 + Penalty 5774.451650 = -17137586.332961
  nChanged 54091
		SP:Iteration 1F (88802.000000 sec): 3 clusters
  Score: Raw -17175236.484341 + Penalty 5774.451650 = -17169462.032692
  nChanged 4127
		SP:Iteration 2Q (88803.000000 sec): 3 clusters
  Score: Raw -17176368.734631 + Penalty 5774.451650 = -17170594.282982
  nChanged 4186
		SP:Iteration 3Q (88803.970000 sec): 3 clusters
  Score: Raw -17177559.207832 + Penalty 5774.451650 = -17171784.756183
  nChanged 4291
		SP:Iteration 4Q (88805.020000 sec): 3 clusters
  Score: Raw -17178850.885662 + Penalty 5774.451650 = -17173076.434012
  nChanged 4387
		SP:Iteration 5Q (88806.120000 sec): 3 clusters
  Score: Raw -17180208.680359 + Penalty 5774.451650 = -17174434.228709
  nChanged 4404
		SP:Iteration 6Q (88807.190000 sec): 3 clusters
  Score: Raw -17181702.355871 + Penalty 5774.451650 = -17175927.904221
  nChanged 4587
		SP:Iteration 7Q (88808.190000 sec): 3 clusters
  Score: Raw -17183306.462734 + Penalty 5774.451650 = -17177532.011084
  nChanged 4589
		SP:Iteration 8Q (88809.280000 sec): 3 clusters
  Score: Raw -17184974.119319 + Penalty 5774.451650 = -17179199.667670
  nChanged 4607
		SP:Iteration 9Q (88810.380000 sec): 3 clusters
  Score: Raw -17186664.827959 + Penalty 5774.451650 = -17180890.376309
  nChanged 4522
		SP:Iteration 10Q (88811.510000 sec): 3 clusters
  Score: Raw -17188327.508770 + Penalty 5774.451650 = -17182553.057121
  nChanged 4401
		SP:Iteration 11Q (88812.560000 sec): 3 clusters
  Score: Raw -17189971.754556 + Penalty 5774.451650 = -17184197.302906
  nChanged 4336
		SP:Iteration 12Q (88813.620000 sec): 3 clusters
  Score: Raw -17191712.167113 + Penalty 5774.451650 = -17185937.715464
  nChanged 4350
		SP:Iteration 13Q (88814.650000 sec): 3 clusters
  Score: Raw -17193577.486223 + Penalty 5774.451650 = -17187803.034573
  nChanged 4476
		SP:Iteration 14Q (88815.690000 sec): 3 clusters
  Score: Raw -17195724.388372 + Penalty 5774.451650 = -17189949.936722
  nChanged 4897
		SP:Iteration 15Q (88816.740000 sec): 3 clusters
  Score: Raw -17198403.459852 + Penalty 5774.451650 = -17192629.008203
  nChanged 5172
		SP:Iteration 16Q (88817.710000 sec): 3 clusters
  Score: Raw -17201571.334362 + Penalty 5774.451650 = -17195796.882712
  nChanged 5202
		SP:Iteration 17Q (88818.760000 sec): 3 clusters
  Score: Raw -17205022.855474 + Penalty 5774.451650 = -17199248.403825
  nChanged 4749
		SP:Iteration 18Q (88819.740000 sec): 3 clusters
  Score: Raw -17208261.711569 + Penalty 5774.451650 = -17202487.259920
  nChanged 3979
		SP:Iteration 19Q (88820.660000 sec): 3 clusters
  Score: Raw -17210958.745725 + Penalty 5774.451650 = -17205184.294076
  nChanged 3004
		SP:Iteration 20F (88821.640000 sec): 3 clusters
  Score: Raw -17212948.836829 + Penalty 5774.451650 = -17207174.385179
  nChanged 2228
		SP:Iteration 21Q (88822.570000 sec): 3 clusters
  Score: Raw -17214414.782681 + Penalty 5774.451650 = -17208640.331031
  nChanged 1566
		SP:Iteration 22Q (88823.590000 sec): 3 clusters
  Score: Raw -17215453.626781 + Penalty 5774.451650 = -17209679.175131
  nChanged 1068
		SP:Iteration 23Q (88824.460000 sec): 3 clusters
  Score: Raw -17216169.432990 + Penalty 5774.451650 = -17210394.981340
  nChanged 649
		SP:Iteration 24Q (88825.450000 sec): 3 clusters
  Score: Raw -17216587.787032 + Penalty 5774.451650 = -17210813.335383
  nChanged 462
		SP:Iteration 25Q (88826.370000 sec): 3 clusters
  Score: Raw -17216903.543127 + Penalty 5774.451650 = -17211129.091477
  nChanged 326
		SP:Iteration 26Q (88827.340000 sec): 3 clusters
  Score: Raw -17217129.335821 + Penalty 5774.451650 = -17211354.884171
  nChanged 226
		SP:Iteration 27Q (88828.150000 sec): 3 clusters
  Score: Raw -17217291.468388 + Penalty 5774.451650 = -17211517.016739
  nChanged 184
		SP:Iteration 28Q (88829.040000 sec): 3 clusters
  Score: Raw -17217444.499809 + Penalty 5774.451650 = -17211670.048159
  nChanged 145
		SP:Iteration 29Q (88829.820000 sec): 3 clusters
  Score: Raw -17217588.369928 + Penalty 5774.451650 = -17211813.918279
  nChanged 133
		SP:Iteration 30Q (88830.730000 sec): 3 clusters
  Score: Raw -17217724.479142 + Penalty 5774.451650 = -17211950.027492
  nChanged 126
		SP:Iteration 31Q (88831.590000 sec): 3 clusters
  Score: Raw -17217852.946331 + Penalty 5774.451650 = -17212078.494681
  nChanged 112
		SP:Iteration 32Q (88832.590000 sec): 3 clusters
  Score: Raw -17217952.950100 + Penalty 5774.451650 = -17212178.498450
  nChanged 93
		SP:Iteration 33Q (88833.490000 sec): 3 clusters
  Score: Raw -17218032.142760 + Penalty 5774.451650 = -17212257.691110
  nChanged 74
		SP:Iteration 34Q (88834.490000 sec): 3 clusters
  Score: Raw -17218089.637288 + Penalty 5774.451650 = -17212315.185639
  nChanged 63
		SP:Iteration 35Q (88835.370000 sec): 3 clusters
  Score: Raw -17218130.717700 + Penalty 5774.451650 = -17212356.266051
  nChanged 63
		SP:Iteration 36Q (88836.290000 sec): 3 clusters
  Score: Raw -17218174.331990 + Penalty 5774.451650 = -17212399.880340
  nChanged 61
		SP:Iteration 37Q (88837.150000 sec): 3 clusters
  Score: Raw -17218210.522079 + Penalty 5774.451650 = -17212436.070429
  nChanged 55
		SP:Iteration 38Q (88837.980000 sec): 3 clusters
  Score: Raw -17218243.061712 + Penalty 5774.451650 = -17212468.610062
  nChanged 41
		SP:Iteration 39Q (88838.930000 sec): 3 clusters
  Score: Raw -17218261.053637 + Penalty 5774.451650 = -17212486.601987
  nChanged 37
		SP:Iteration 40F (88839.890000 sec): 3 clusters
  Score: Raw -17218284.264390 + Penalty 5774.451650 = -17212509.812741
  nChanged 42
		SP:Iteration 41Q (88840.810000 sec): 3 clusters
  Score: Raw -17218308.660228 + Penalty 5774.451650 = -17212534.208579
  nChanged 46
		SP:Iteration 42Q (88841.690000 sec): 3 clusters
  Score: Raw -17218331.833042 + Penalty 5774.451650 = -17212557.381392
  nChanged 47
		SP:Iteration 43Q (88842.690000 sec): 3 clusters
  Score: Raw -17218353.448756 + Penalty 5774.451650 = -17212578.997107
  nChanged 45
		SP:Iteration 44Q (88843.570000 sec): 3 clusters
  Score: Raw -17218376.972177 + Penalty 5774.451650 = -17212602.520527
  nChanged 46
		SP:Iteration 45Q (88844.480000 sec): 3 clusters
  Score: Raw -17218394.429353 + Penalty 5774.451650 = -17212619.977704
  nChanged 28
		SP:Iteration 46Q (88845.340000 sec): 3 clusters
  Score: Raw -17218406.171282 + Penalty 5774.451650 = -17212631.719632
  nChanged 32
		SP:Iteration 47Q (88846.370000 sec): 3 clusters
  Score: Raw -17218419.008363 + Penalty 5774.451650 = -17212644.556714
  nChanged 24
		SP:Iteration 48Q (88847.160000 sec): 3 clusters
  Score: Raw -17218428.030528 + Penalty 5774.451650 = -17212653.578878
  nChanged 24
		SP:Iteration 49Q (88848.110000 sec): 3 clusters
  Score: Raw -17218436.686330 + Penalty 5774.451650 = -17212662.234680
  nChanged 20
		SP:Iteration 50Q (88849.010000 sec): 3 clusters
  Score: Raw -17218443.935277 + Penalty 5774.451650 = -17212669.483627
  nChanged 24
		SP:Iteration 51Q (88849.990000 sec): 3 clusters
  Score: Raw -17218452.377810 + Penalty 5774.451650 = -17212677.926161
  nChanged 16
		SP:Iteration 52Q (88850.830000 sec): 3 clusters
  Score: Raw -17218458.362122 + Penalty 5774.451650 = -17212683.910473
  nChanged 17
		SP:Iteration 53Q (88851.810000 sec): 3 clusters
  Score: Raw -17218464.083736 + Penalty 5774.451650 = -17212689.632087
  nChanged 11
		SP:Iteration 54Q (88852.620000 sec): 3 clusters
  Score: Raw -17218467.738409 + Penalty 5774.451650 = -17212693.286759
  nChanged 9
		SP:Iteration 55Q (88853.500000 sec): 3 clusters
  Score: Raw -17218470.685270 + Penalty 5774.451650 = -17212696.233620
  nChanged 7
		SP:Iteration 56Q (88854.370000 sec): 3 clusters
  Score: Raw -17218472.803865 + Penalty 5774.451650 = -17212698.352216
  nChanged 7
		SP:Iteration 57Q (88855.250000 sec): 3 clusters
  Score: Raw -17218474.654561 + Penalty 5774.451650 = -17212700.202911
  nChanged 4
		SP:Iteration 58Q (88856.210000 sec): 3 clusters
  Score: Raw -17218476.213478 + Penalty 5774.451650 = -17212701.761828
  nChanged 5
		SP:Iteration 59Q (88857.080000 sec): 3 clusters
  Score: Raw -17218478.437232 + Penalty 5774.451650 = -17212703.985582
  nChanged 8
		SP:Iteration 60F (88858.200000 sec): 3 clusters
  Score: Raw -17218481.345100 + Penalty 5774.451650 = -17212706.893451
  nChanged 10
		SP:Iteration 61Q (88859.110000 sec): 3 clusters
  Score: Raw -17218484.086919 + Penalty 5774.451650 = -17212709.635269
  nChanged 8
		SP:Iteration 62Q (88859.990000 sec): 3 clusters
  Score: Raw -17218486.092634 + Penalty 5774.451650 = -17212711.640985
  nChanged 7
		SP:Iteration 63Q (88860.960000 sec): 3 clusters
  Score: Raw -17218488.203764 + Penalty 5774.451650 = -17212713.752115
  nChanged 10
		SP:Iteration 64Q (88861.940000 sec): 3 clusters
  Score: Raw -17218490.831990 + Penalty 5774.451650 = -17212716.380341
  nChanged 7
		SP:Iteration 65Q (88862.890000 sec): 3 clusters
  Score: Raw -17218492.572302 + Penalty 5774.451650 = -17212718.120653
  nChanged 5
		SP:Iteration 66Q (88863.830000 sec): 3 clusters
  Score: Raw -17218494.342531 + Penalty 5774.451650 = -17212719.890881
  nChanged 11
		SP:Iteration 67Q (88864.730000 sec): 3 clusters
  Score: Raw -17218498.155952 + Penalty 5774.451650 = -17212723.704302
  nChanged 14
		SP:Iteration 68Q (88865.660000 sec): 3 clusters
  Score: Raw -17218503.106361 + Penalty 5774.451650 = -17212728.654711
  nChanged 14
		SP:Iteration 69Q (88866.590000 sec): 3 clusters
  Score: Raw -17218506.718536 + Penalty 5774.451650 = -17212732.266886
  nChanged 3
		SP:Iteration 70Q (88867.460000 sec): 3 clusters
  Score: Raw -17218507.533364 + Penalty 5774.451650 = -17212733.081714
  nChanged 2
		SP:Iteration 71Q (88868.450000 sec): 3 clusters
  Score: Raw -17218507.823716 + Penalty 5774.451650 = -17212733.372067
  nChanged 1
		SP:Iteration 72Q (88869.380000 sec): 3 clusters
  Score: Raw -17218508.053586 + Penalty 5774.451650 = -17212733.601937
  nChanged 3
		SP:Iteration 73Q (88870.270000 sec): 3 clusters
  Score: Raw -17218508.860387 + Penalty 5774.451650 = -17212734.408737
  nChanged 2
		SP:Iteration 74Q (88871.120000 sec): 3 clusters
  Score: Raw -17218509.494630 + Penalty 5774.451650 = -17212735.042980
  nChanged 2
		SP:Iteration 75Q (88872.040000 sec): 3 clusters
  Score: Raw -17218509.851124 + Penalty 5774.451650 = -17212735.399474
  nChanged 2
		SP:Iteration 76Q (88872.960000 sec): 3 clusters
  Score: Raw -17218510.475382 + Penalty 5774.451650 = -17212736.023733
  nChanged 1
		SP:Iteration 77Q (88873.850000 sec): 3 clusters
  Score: Raw -17218510.672135 + Penalty 5774.451650 = -17212736.220486
  nChanged 1
		SP:Iteration 78Q (88874.840000 sec): 3 clusters
  Score: Raw -17218510.876080 + Penalty 5774.451650 = -17212736.424431
  nChanged 2
		SP:Iteration 79Q (88875.780000 sec): 3 clusters
  Score: Raw -17218511.580196 + Penalty 5774.451650 = -17212737.128546
  nChanged 3
		SP:Iteration 80F (88876.750000 sec): 3 clusters
  Score: Raw -17218512.194460 + Penalty 5774.451650 = -17212737.742810
  nChanged 5
		SP:Iteration 81Q (88877.600000 sec): 3 clusters
  Score: Raw -17218513.508820 + Penalty 5774.451650 = -17212739.057171
  nChanged 2
		SP:Iteration 82Q (88878.550000 sec): 3 clusters
  Score: Raw -17218514.090495 + Penalty 5774.451650 = -17212739.638845
  nChanged 2
		SP:Iteration 83Q (88879.390000 sec): 3 clusters
  Score: Raw -17218514.599920 + Penalty 5774.451650 = -17212740.148270
  nChanged 1
		SP:Iteration 84Q (88880.390000 sec): 3 clusters
  Score: Raw -17218514.971933 + Penalty 5774.451650 = -17212740.520283
  nChanged 2
		SP:Iteration 85Q (88881.360000 sec): 3 clusters
  Score: Raw -17218515.355354 + Penalty 5774.451650 = -17212740.903705
  nChanged 2
		SP:Iteration 86Q (88882.350000 sec): 3 clusters
  Score: Raw -17218516.040230 + Penalty 5774.451650 = -17212741.588580
  nChanged 5
		SP:Iteration 87Q (88883.350000 sec): 3 clusters
  Score: Raw -17218517.644161 + Penalty 5774.451650 = -17212743.192512
  nChanged 5
		SP:Iteration 88Q (88884.360000 sec): 3 clusters
  Score: Raw -17218518.936685 + Penalty 5774.451650 = -17212744.485035
  nChanged 3
		SP:Iteration 89Q (88885.370000 sec): 3 clusters
  Score: Raw -17218519.584386 + Penalty 5774.451650 = -17212745.132736
  nChanged 1
		SP:Iteration 90Q (88886.410000 sec): 3 clusters
  Score: Raw -17218519.801741 + Penalty 5774.451650 = -17212745.350092
  nChanged 0
		SP:Iteration 91F (88887.480000 sec): 3 clusters
  Score: Raw -17218519.801741 + Penalty 5774.451650 = -17212745.350092
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (5938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88887.570000 sec): 2 clusters
  Score: Raw -844030.137338 + Penalty 2154.903659 = -841875.233680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88887.780000 sec): 3 clusters
  Score: Raw -841134.599462 + Penalty 4309.807317 = -836824.792145
  nChanged 2312
		SP:Iteration 1F (88887.980000 sec): 3 clusters
  Score: Raw -842635.125265 + Penalty 4309.807317 = -838325.317948
  nChanged 540
		SP:Iteration 2F (88888.170000 sec): 3 clusters
  Score: Raw -843098.212723 + Penalty 4309.807317 = -838788.405406
  nChanged 443
		SP:Iteration 3F (88888.370000 sec): 3 clusters
  Score: Raw -843457.725271 + Penalty 4309.807317 = -839147.917954
  nChanged 340
		SP:Iteration 4F (88888.570000 sec): 3 clusters
  Score: Raw -843721.301733 + Penalty 4309.807317 = -839411.494416
  nChanged 267
		SP:Iteration 5Q (88888.760000 sec): 3 clusters
  Score: Raw -843904.097199 + Penalty 4309.807317 = -839594.289882
  nChanged 218
		SP:Iteration 6Q (88888.960000 sec): 3 clusters
  Score: Raw -844075.040211 + Penalty 4309.807317 = -839765.232894
  nChanged 197
		SP:Iteration 7Q (88889.160000 sec): 3 clusters
  Score: Raw -844226.930635 + Penalty 4309.807317 = -839917.123318
  nChanged 187
		SP:Iteration 8Q (88889.350000 sec): 3 clusters
  Score: Raw -844367.276272 + Penalty 4309.807317 = -840057.468955
  nChanged 163
		SP:Iteration 9Q (88889.550000 sec): 3 clusters
  Score: Raw -844487.762156 + Penalty 4309.807317 = -840177.954839
  nChanged 132
		SP:Iteration 10Q (88889.730000 sec): 3 clusters
  Score: Raw -844571.607246 + Penalty 4309.807317 = -840261.799929
  nChanged 123
		SP:Iteration 11Q (88889.910000 sec): 3 clusters
  Score: Raw -844633.925000 + Penalty 4309.807317 = -840324.117683
  nChanged 95
		SP:Iteration 12Q (88890.100000 sec): 3 clusters
  Score: Raw -844674.976092 + Penalty 4309.807317 = -840365.168775
  nChanged 62
		SP:Iteration 13Q (88890.290000 sec): 3 clusters
  Score: Raw -844697.518694 + Penalty 4309.807317 = -840387.711377
  nChanged 53
		SP:Iteration 14Q (88890.490000 sec): 3 clusters
  Score: Raw -844721.332777 + Penalty 4309.807317 = -840411.525459
  nChanged 46
		SP:Iteration 15Q (88890.690000 sec): 3 clusters
  Score: Raw -844745.854736 + Penalty 4309.807317 = -840436.047419
  nChanged 61
		SP:Iteration 16Q (88890.890000 sec): 3 clusters
  Score: Raw -844773.867220 + Penalty 4309.807317 = -840464.059903
  nChanged 49
		SP:Iteration 17Q (88891.080000 sec): 3 clusters
  Score: Raw -844794.217684 + Penalty 4309.807317 = -840484.410367
  nChanged 62
		SP:Iteration 18Q (88891.280000 sec): 3 clusters
  Score: Raw -844819.870781 + Penalty 4309.807317 = -840510.063464
  nChanged 63
		SP:Iteration 19Q (88891.480000 sec): 3 clusters
  Score: Raw -844847.384854 + Penalty 4309.807317 = -840537.577537
  nChanged 57
		SP:Iteration 20F (88891.670000 sec): 3 clusters
  Score: Raw -844876.329004 + Penalty 4309.807317 = -840566.521687
  nChanged 59
		SP:Iteration 21Q (88891.870000 sec): 3 clusters
  Score: Raw -844908.267491 + Penalty 4309.807317 = -840598.460174
  nChanged 65
		SP:Iteration 22Q (88892.070000 sec): 3 clusters
  Score: Raw -844938.072135 + Penalty 4309.807317 = -840628.264818
  nChanged 66
		SP:Iteration 23Q (88892.270000 sec): 3 clusters
  Score: Raw -844969.161345 + Penalty 4309.807317 = -840659.354028
  nChanged 59
		SP:Iteration 24Q (88892.460000 sec): 3 clusters
  Score: Raw -844994.368827 + Penalty 4309.807317 = -840684.561510
  nChanged 50
		SP:Iteration 25Q (88892.660000 sec): 3 clusters
  Score: Raw -845017.272427 + Penalty 4309.807317 = -840707.465110
  nChanged 52
		SP:Iteration 26Q (88892.850000 sec): 3 clusters
  Score: Raw -845037.240563 + Penalty 4309.807317 = -840727.433246
  nChanged 36
		SP:Iteration 27Q (88893.050000 sec): 3 clusters
  Score: Raw -845048.619500 + Penalty 4309.807317 = -840738.812182
  nChanged 28
		SP:Iteration 28Q (88893.250000 sec): 3 clusters
  Score: Raw -845057.296139 + Penalty 4309.807317 = -840747.488822
  nChanged 34
		SP:Iteration 29Q (88893.450000 sec): 3 clusters
  Score: Raw -845068.730581 + Penalty 4309.807317 = -840758.923264
  nChanged 35
		SP:Iteration 30Q (88893.640000 sec): 3 clusters
  Score: Raw -845081.703894 + Penalty 4309.807317 = -840771.896577
  nChanged 31
		SP:Iteration 31Q (88893.840000 sec): 3 clusters
  Score: Raw -845090.832331 + Penalty 4309.807317 = -840781.025014
  nChanged 34
		SP:Iteration 32Q (88894.040000 sec): 3 clusters
  Score: Raw -845103.059586 + Penalty 4309.807317 = -840793.252269
  nChanged 31
		SP:Iteration 33Q (88894.230000 sec): 3 clusters
  Score: Raw -845116.073157 + Penalty 4309.807317 = -840806.265840
  nChanged 31
		SP:Iteration 34Q (88894.430000 sec): 3 clusters
  Score: Raw -845126.158509 + Penalty 4309.807317 = -840816.351192
  nChanged 31
		SP:Iteration 35Q (88894.630000 sec): 3 clusters
  Score: Raw -845135.022971 + Penalty 4309.807317 = -840825.215654
  nChanged 21
		SP:Iteration 36Q (88894.820000 sec): 3 clusters
  Score: Raw -845140.782379 + Penalty 4309.807317 = -840830.975062
  nChanged 17
		SP:Iteration 37Q (88895.020000 sec): 3 clusters
  Score: Raw -845147.779400 + Penalty 4309.807317 = -840837.972083
  nChanged 23
		SP:Iteration 38Q (88895.220000 sec): 3 clusters
  Score: Raw -845157.552748 + Penalty 4309.807317 = -840847.745431
  nChanged 38
		SP:Iteration 39Q (88895.420000 sec): 3 clusters
  Score: Raw -845177.548021 + Penalty 4309.807317 = -840867.740704
  nChanged 39
		SP:Iteration 40F (88895.610000 sec): 3 clusters
  Score: Raw -845199.055074 + Penalty 4309.807317 = -840889.247757
  nChanged 43
		SP:Iteration 41Q (88895.800000 sec): 3 clusters
  Score: Raw -845220.261515 + Penalty 4309.807317 = -840910.454198
  nChanged 41
		SP:Iteration 42Q (88896.000000 sec): 3 clusters
  Score: Raw -845238.858512 + Penalty 4309.807317 = -840929.051195
  nChanged 44
		SP:Iteration 43Q (88896.190000 sec): 3 clusters
  Score: Raw -845258.545738 + Penalty 4309.807317 = -840948.738421
  nChanged 41
		SP:Iteration 44Q (88896.390000 sec): 3 clusters
  Score: Raw -845277.247559 + Penalty 4309.807317 = -840967.440242
  nChanged 52
		SP:Iteration 45Q (88896.580000 sec): 3 clusters
  Score: Raw -845302.393422 + Penalty 4309.807317 = -840992.586105
  nChanged 41
		SP:Iteration 46Q (88896.780000 sec): 3 clusters
  Score: Raw -845321.346269 + Penalty 4309.807317 = -841011.538952
  nChanged 42
		SP:Iteration 47Q (88896.970000 sec): 3 clusters
  Score: Raw -845335.646014 + Penalty 4309.807317 = -841025.838697
  nChanged 29
		SP:Iteration 48Q (88897.180000 sec): 3 clusters
  Score: Raw -845342.736129 + Penalty 4309.807317 = -841032.928812
  nChanged 21
		SP:Iteration 49Q (88897.410000 sec): 3 clusters
  Score: Raw -845348.986485 + Penalty 4309.807317 = -841039.179168
  nChanged 16
		SP:Iteration 50Q (88897.620000 sec): 3 clusters
  Score: Raw -845353.739729 + Penalty 4309.807317 = -841043.932412
  nChanged 15
		SP:Iteration 51Q (88897.900000 sec): 3 clusters
  Score: Raw -845357.825826 + Penalty 4309.807317 = -841048.018509
  nChanged 13
		SP:Iteration 52Q (88898.120000 sec): 3 clusters
  Score: Raw -845360.873990 + Penalty 4309.807317 = -841051.066673
  nChanged 5
		SP:Iteration 53Q (88898.390000 sec): 3 clusters
  Score: Raw -845362.019519 + Penalty 4309.807317 = -841052.212202
  nChanged 3
		SP:Iteration 54Q (88898.570000 sec): 3 clusters
  Score: Raw -845362.454230 + Penalty 4309.807317 = -841052.646913
  nChanged 4
		SP:Iteration 55Q (88898.820000 sec): 3 clusters
  Score: Raw -845363.318501 + Penalty 4309.807317 = -841053.511184
  nChanged 0
		SP:Iteration 56F (88899.000000 sec): 3 clusters
  Score: Raw -845363.318501 + Penalty 4309.807317 = -841053.511184
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (39087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88899.340000 sec): 2 clusters
  Score: Raw -5958364.330464 + Penalty 2622.239212 = -5955742.091251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88899.840000 sec): 3 clusters
  Score: Raw -5934459.771636 + Penalty 5244.478424 = -5929215.293212
  nChanged 17848
		SP:Iteration 1F (88900.300000 sec): 3 clusters
  Score: Raw -5945027.778297 + Penalty 5244.478424 = -5939783.299873
  nChanged 2338
		SP:Iteration 2F (88900.800000 sec): 3 clusters
  Score: Raw -5946287.393766 + Penalty 5244.478424 = -5941042.915342
  nChanged 2470
		SP:Iteration 3F (88901.300000 sec): 3 clusters
  Score: Raw -5947610.849987 + Penalty 5244.478424 = -5942366.371563
  nChanged 2402
		SP:Iteration 4F (88901.740000 sec): 3 clusters
  Score: Raw -5948888.889619 + Penalty 5244.478424 = -5943644.411195
  nChanged 2251
		SP:Iteration 5F (88902.140000 sec): 3 clusters
  Score: Raw -5950103.578161 + Penalty 5244.478424 = -5944859.099737
  nChanged 2085
		SP:Iteration 6F (88902.600000 sec): 3 clusters
  Score: Raw -5951242.714025 + Penalty 5244.478424 = -5945998.235601
  nChanged 1898
		SP:Iteration 7Q (88903.080000 sec): 3 clusters
  Score: Raw -5952248.266967 + Penalty 5244.478424 = -5947003.788543
  nChanged 1758
		SP:Iteration 8Q (88903.550000 sec): 3 clusters
  Score: Raw -5953205.611914 + Penalty 5244.478424 = -5947961.133490
  nChanged 1643
		SP:Iteration 9Q (88904.040000 sec): 3 clusters
  Score: Raw -5954131.301743 + Penalty 5244.478424 = -5948886.823319
  nChanged 1642
		SP:Iteration 10Q (88904.550000 sec): 3 clusters
  Score: Raw -5955135.682038 + Penalty 5244.478424 = -5949891.203614
  nChanged 1604
		SP:Iteration 11Q (88904.960000 sec): 3 clusters
  Score: Raw -5956169.820660 + Penalty 5244.478424 = -5950925.342236
  nChanged 1402
		SP:Iteration 12Q (88905.450000 sec): 3 clusters
  Score: Raw -5957091.961437 + Penalty 5244.478424 = -5951847.483013
  nChanged 1156
		SP:Iteration 13Q (88905.880000 sec): 3 clusters
  Score: Raw -5957859.659525 + Penalty 5244.478424 = -5952615.181101
  nChanged 878
		SP:Iteration 14Q (88906.360000 sec): 3 clusters
  Score: Raw -5958461.176380 + Penalty 5244.478424 = -5953216.697956
  nChanged 576
		SP:Iteration 15Q (88906.820000 sec): 3 clusters
  Score: Raw -5958850.440364 + Penalty 5244.478424 = -5953605.961940
  nChanged 367
		SP:Iteration 16Q (88907.310000 sec): 3 clusters
  Score: Raw -5959104.789321 + Penalty 5244.478424 = -5953860.310896
  nChanged 240
		SP:Iteration 17Q (88907.800000 sec): 3 clusters
  Score: Raw -5959280.123495 + Penalty 5244.478424 = -5954035.645071
  nChanged 170
		SP:Iteration 18Q (88908.270000 sec): 3 clusters
  Score: Raw -5959399.274057 + Penalty 5244.478424 = -5954154.795633
  nChanged 107
		SP:Iteration 19Q (88908.690000 sec): 3 clusters
  Score: Raw -5959482.246387 + Penalty 5244.478424 = -5954237.767963
  nChanged 75
		SP:Iteration 20F (88909.090000 sec): 3 clusters
  Score: Raw -5959547.816286 + Penalty 5244.478424 = -5954303.337862
  nChanged 68
		SP:Iteration 21Q (88909.510000 sec): 3 clusters
  Score: Raw -5959610.393716 + Penalty 5244.478424 = -5954365.915292
  nChanged 66
		SP:Iteration 22Q (88909.980000 sec): 3 clusters
  Score: Raw -5959663.644792 + Penalty 5244.478424 = -5954419.166368
  nChanged 62
		SP:Iteration 23Q (88910.360000 sec): 3 clusters
  Score: Raw -5959711.419439 + Penalty 5244.478424 = -5954466.941015
  nChanged 53
		SP:Iteration 24Q (88910.740000 sec): 3 clusters
  Score: Raw -5959743.412560 + Penalty 5244.478424 = -5954498.934136
  nChanged 47
		SP:Iteration 25Q (88911.120000 sec): 3 clusters
  Score: Raw -5959774.115102 + Penalty 5244.478424 = -5954529.636678
  nChanged 38
		SP:Iteration 26Q (88911.630000 sec): 3 clusters
  Score: Raw -5959798.805209 + Penalty 5244.478424 = -5954554.326785
  nChanged 31
		SP:Iteration 27Q (88912.130000 sec): 3 clusters
  Score: Raw -5959819.724463 + Penalty 5244.478424 = -5954575.246039
  nChanged 29
		SP:Iteration 28Q (88912.530000 sec): 3 clusters
  Score: Raw -5959837.848297 + Penalty 5244.478424 = -5954593.369873
  nChanged 33
		SP:Iteration 29Q (88913.010000 sec): 3 clusters
  Score: Raw -5959857.097145 + Penalty 5244.478424 = -5954612.618721
  nChanged 20
		SP:Iteration 30Q (88913.430000 sec): 3 clusters
  Score: Raw -5959872.344559 + Penalty 5244.478424 = -5954627.866135
  nChanged 25
		SP:Iteration 31Q (88913.860000 sec): 3 clusters
  Score: Raw -5959889.595124 + Penalty 5244.478424 = -5954645.116700
  nChanged 25
		SP:Iteration 32Q (88914.360000 sec): 3 clusters
  Score: Raw -5959906.195341 + Penalty 5244.478424 = -5954661.716917
  nChanged 20
		SP:Iteration 33Q (88914.790000 sec): 3 clusters
  Score: Raw -5959920.728191 + Penalty 5244.478424 = -5954676.249767
  nChanged 26
		SP:Iteration 34Q (88915.210000 sec): 3 clusters
  Score: Raw -5959936.114810 + Penalty 5244.478424 = -5954691.636386
  nChanged 23
		SP:Iteration 35Q (88915.580000 sec): 3 clusters
  Score: Raw -5959951.256189 + Penalty 5244.478424 = -5954706.777765
  nChanged 24
		SP:Iteration 36Q (88916.070000 sec): 3 clusters
  Score: Raw -5959961.634461 + Penalty 5244.478424 = -5954717.156037
  nChanged 19
		SP:Iteration 37Q (88916.560000 sec): 3 clusters
  Score: Raw -5959969.754248 + Penalty 5244.478424 = -5954725.275824
  nChanged 13
		SP:Iteration 38Q (88917.010000 sec): 3 clusters
  Score: Raw -5959975.583062 + Penalty 5244.478424 = -5954731.104638
  nChanged 7
		SP:Iteration 39Q (88917.450000 sec): 3 clusters
  Score: Raw -5959978.040989 + Penalty 5244.478424 = -5954733.562564
  nChanged 9
		SP:Iteration 40F (88917.950000 sec): 3 clusters
  Score: Raw -5959981.591816 + Penalty 5244.478424 = -5954737.113392
  nChanged 4
		SP:Iteration 41Q (88918.390000 sec): 3 clusters
  Score: Raw -5959982.992088 + Penalty 5244.478424 = -5954738.513664
  nChanged 2
		SP:Iteration 42Q (88918.850000 sec): 3 clusters
  Score: Raw -5959983.864748 + Penalty 5244.478424 = -5954739.386324
  nChanged 3
		SP:Iteration 43Q (88919.350000 sec): 3 clusters
  Score: Raw -5959985.072060 + Penalty 5244.478424 = -5954740.593636
  nChanged 0
		SP:Iteration 44F (88919.770000 sec): 3 clusters
  Score: Raw -5959985.072060 + Penalty 5244.478424 = -5954740.593636
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (4405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88919.890000 sec): 2 clusters
  Score: Raw -680482.033418 + Penalty 2080.842894 = -678401.190525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88920.120000 sec): 3 clusters
  Score: Raw -678421.799213 + Penalty 4161.685787 = -674260.113426
  nChanged 1680
		SP:Iteration 1F (88920.250000 sec): 3 clusters
  Score: Raw -679418.366368 + Penalty 4161.685787 = -675256.680581
  nChanged 393
		SP:Iteration 2F (88920.400000 sec): 3 clusters
  Score: Raw -679743.269403 + Penalty 4161.685787 = -675581.583616
  nChanged 302
		SP:Iteration 3F (88920.590000 sec): 3 clusters
  Score: Raw -679987.406922 + Penalty 4161.685787 = -675825.721135
  nChanged 231
		SP:Iteration 4F (88920.760000 sec): 3 clusters
  Score: Raw -680178.577482 + Penalty 4161.685787 = -676016.891695
  nChanged 208
		SP:Iteration 5Q (88920.940000 sec): 3 clusters
  Score: Raw -680351.510786 + Penalty 4161.685787 = -676189.824999
  nChanged 185
		SP:Iteration 6Q (88921.170000 sec): 3 clusters
  Score: Raw -680478.173454 + Penalty 4161.685787 = -676316.487667
  nChanged 153
		SP:Iteration 7Q (88921.340000 sec): 3 clusters
  Score: Raw -680587.023746 + Penalty 4161.685787 = -676425.337959
  nChanged 128
		SP:Iteration 8Q (88921.560000 sec): 3 clusters
  Score: Raw -680676.119425 + Penalty 4161.685787 = -676514.433638
  nChanged 114
		SP:Iteration 9Q (88921.710000 sec): 3 clusters
  Score: Raw -680752.975129 + Penalty 4161.685787 = -676591.289342
  nChanged 105
		SP:Iteration 10Q (88921.890000 sec): 3 clusters
  Score: Raw -680813.602364 + Penalty 4161.685787 = -676651.916577
  nChanged 82
		SP:Iteration 11Q (88922.090000 sec): 3 clusters
  Score: Raw -680854.474085 + Penalty 4161.685787 = -676692.788298
  nChanged 54
		SP:Iteration 12Q (88922.220000 sec): 3 clusters
  Score: Raw -680881.587532 + Penalty 4161.685787 = -676719.901745
  nChanged 45
		SP:Iteration 13Q (88922.430000 sec): 3 clusters
  Score: Raw -680901.171593 + Penalty 4161.685787 = -676739.485806
  nChanged 34
		SP:Iteration 14Q (88922.670000 sec): 3 clusters
  Score: Raw -680914.690454 + Penalty 4161.685787 = -676753.004667
  nChanged 28
		SP:Iteration 15Q (88922.890000 sec): 3 clusters
  Score: Raw -680925.191208 + Penalty 4161.685787 = -676763.505421
  nChanged 26
		SP:Iteration 16Q (88923.090000 sec): 3 clusters
  Score: Raw -680934.345307 + Penalty 4161.685787 = -676772.659520
  nChanged 19
		SP:Iteration 17Q (88923.280000 sec): 3 clusters
  Score: Raw -680941.359431 + Penalty 4161.685787 = -676779.673644
  nChanged 18
		SP:Iteration 18Q (88923.550000 sec): 3 clusters
  Score: Raw -680948.804624 + Penalty 4161.685787 = -676787.118837
  nChanged 17
		SP:Iteration 19Q (88923.730000 sec): 3 clusters
  Score: Raw -680955.898845 + Penalty 4161.685787 = -676794.213058
  nChanged 14
		SP:Iteration 20F (88923.910000 sec): 3 clusters
  Score: Raw -680959.801497 + Penalty 4161.685787 = -676798.115710
  nChanged 12
		SP:Iteration 21Q (88924.110000 sec): 3 clusters
  Score: Raw -680963.652426 + Penalty 4161.685787 = -676801.966639
  nChanged 10
		SP:Iteration 22Q (88924.290000 sec): 3 clusters
  Score: Raw -680966.642884 + Penalty 4161.685787 = -676804.957097
  nChanged 9
		SP:Iteration 23Q (88924.530000 sec): 3 clusters
  Score: Raw -680969.552168 + Penalty 4161.685787 = -676807.866381
  nChanged 9
		SP:Iteration 24Q (88924.700000 sec): 3 clusters
  Score: Raw -680972.590525 + Penalty 4161.685787 = -676810.904738
  nChanged 5
		SP:Iteration 25Q (88924.880000 sec): 3 clusters
  Score: Raw -680974.282892 + Penalty 4161.685787 = -676812.597105
  nChanged 5
		SP:Iteration 26Q (88925.070000 sec): 3 clusters
  Score: Raw -680975.435239 + Penalty 4161.685787 = -676813.749452
  nChanged 5
		SP:Iteration 27Q (88925.280000 sec): 3 clusters
  Score: Raw -680976.893140 + Penalty 4161.685787 = -676815.207353
  nChanged 6
		SP:Iteration 28Q (88925.450000 sec): 3 clusters
  Score: Raw -680978.532725 + Penalty 4161.685787 = -676816.846937
  nChanged 2
		SP:Iteration 29Q (88925.680000 sec): 3 clusters
  Score: Raw -680979.167965 + Penalty 4161.685787 = -676817.482178
  nChanged 4
		SP:Iteration 30Q (88925.830000 sec): 3 clusters
  Score: Raw -680980.664811 + Penalty 4161.685787 = -676818.979024
  nChanged 6
		SP:Iteration 31Q (88925.990000 sec): 3 clusters
  Score: Raw -680983.155231 + Penalty 4161.685787 = -676821.469444
  nChanged 5
		SP:Iteration 32Q (88926.240000 sec): 3 clusters
  Score: Raw -680984.948482 + Penalty 4161.685787 = -676823.262694
  nChanged 7
		SP:Iteration 33Q (88926.460000 sec): 3 clusters
  Score: Raw -680987.669829 + Penalty 4161.685787 = -676825.984042
  nChanged 5
		SP:Iteration 34Q (88926.690000 sec): 3 clusters
  Score: Raw -680989.538633 + Penalty 4161.685787 = -676827.852846
  nChanged 8
		SP:Iteration 35Q (88926.890000 sec): 3 clusters
  Score: Raw -680992.464528 + Penalty 4161.685787 = -676830.778741
  nChanged 5
		SP:Iteration 36Q (88927.060000 sec): 3 clusters
  Score: Raw -680993.531641 + Penalty 4161.685787 = -676831.845854
  nChanged 3
		SP:Iteration 37Q (88927.280000 sec): 3 clusters
  Score: Raw -680994.369464 + Penalty 4161.685787 = -676832.683677
  nChanged 4
		SP:Iteration 38Q (88927.470000 sec): 3 clusters
  Score: Raw -680995.934702 + Penalty 4161.685787 = -676834.248915
  nChanged 4
		SP:Iteration 39Q (88927.720000 sec): 3 clusters
  Score: Raw -680997.180072 + Penalty 4161.685787 = -676835.494285
  nChanged 3
		SP:Iteration 40F (88927.990000 sec): 3 clusters
  Score: Raw -680997.946609 + Penalty 4161.685787 = -676836.260822
  nChanged 1
		SP:Iteration 41Q (88928.180000 sec): 3 clusters
  Score: Raw -680998.441845 + Penalty 4161.685787 = -676836.756058
  nChanged 3
		SP:Iteration 42Q (88928.380000 sec): 3 clusters
  Score: Raw -680999.307890 + Penalty 4161.685787 = -676837.622103
  nChanged 4
		SP:Iteration 43Q (88928.580000 sec): 3 clusters
  Score: Raw -681000.056704 + Penalty 4161.685787 = -676838.370917
  nChanged 3
		SP:Iteration 44Q (88928.710000 sec): 3 clusters
  Score: Raw -681001.198542 + Penalty 4161.685787 = -676839.512755
  nChanged 2
		SP:Iteration 45Q (88928.910000 sec): 3 clusters
  Score: Raw -681001.781604 + Penalty 4161.685787 = -676840.095817
  nChanged 3
		SP:Iteration 46Q (88929.070000 sec): 3 clusters
  Score: Raw -681002.453892 + Penalty 4161.685787 = -676840.768105
  nChanged 2
		SP:Iteration 47Q (88929.280000 sec): 3 clusters
  Score: Raw -681003.043907 + Penalty 4161.685787 = -676841.358120
  nChanged 1
		SP:Iteration 48Q (88929.450000 sec): 3 clusters
  Score: Raw -681003.442704 + Penalty 4161.685787 = -676841.756917
  nChanged 0
		SP:Iteration 49F (88929.610000 sec): 3 clusters
  Score: Raw -681003.442704 + Penalty 4161.685787 = -676841.756917
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (2743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88929.710000 sec): 2 clusters
  Score: Raw -436414.324884 + Penalty 1963.368258 = -434450.956627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88929.860000 sec): 3 clusters
  Score: Raw -435306.885802 + Penalty 3926.736516 = -431380.149286
  nChanged 940
		SP:Iteration 1F (88929.980000 sec): 3 clusters
  Score: Raw -435899.207280 + Penalty 3926.736516 = -431972.470764
  nChanged 203
		SP:Iteration 2F (88930.120000 sec): 3 clusters
  Score: Raw -436045.122007 + Penalty 3926.736516 = -432118.385492
  nChanged 121
		SP:Iteration 3Q (88930.280000 sec): 3 clusters
  Score: Raw -436128.700165 + Penalty 3926.736516 = -432201.963650
  nChanged 77
		SP:Iteration 4Q (88930.440000 sec): 3 clusters
  Score: Raw -436181.629533 + Penalty 3926.736516 = -432254.893018
  nChanged 70
		SP:Iteration 5Q (88930.580000 sec): 3 clusters
  Score: Raw -436224.197353 + Penalty 3926.736516 = -432297.460837
  nChanged 60
		SP:Iteration 6Q (88930.720000 sec): 3 clusters
  Score: Raw -436266.266086 + Penalty 3926.736516 = -432339.529571
  nChanged 48
		SP:Iteration 7Q (88930.860000 sec): 3 clusters
  Score: Raw -436302.658359 + Penalty 3926.736516 = -432375.921843
  nChanged 50
		SP:Iteration 8Q (88931.000000 sec): 3 clusters
  Score: Raw -436340.799137 + Penalty 3926.736516 = -432414.062622
  nChanged 41
		SP:Iteration 9Q (88931.140000 sec): 3 clusters
  Score: Raw -436368.440144 + Penalty 3926.736516 = -432441.703628
  nChanged 39
		SP:Iteration 10Q (88931.380000 sec): 3 clusters
  Score: Raw -436390.580266 + Penalty 3926.736516 = -432463.843750
  nChanged 29
		SP:Iteration 11Q (88931.520000 sec): 3 clusters
  Score: Raw -436405.765511 + Penalty 3926.736516 = -432479.028996
  nChanged 30
		SP:Iteration 12Q (88931.680000 sec): 3 clusters
  Score: Raw -436420.462601 + Penalty 3926.736516 = -432493.726085
  nChanged 20
		SP:Iteration 13Q (88931.800000 sec): 3 clusters
  Score: Raw -436429.596156 + Penalty 3926.736516 = -432502.859641
  nChanged 20
		SP:Iteration 14Q (88931.930000 sec): 3 clusters
  Score: Raw -436438.286500 + Penalty 3926.736516 = -432511.549984
  nChanged 6
		SP:Iteration 15Q (88932.120000 sec): 3 clusters
  Score: Raw -436440.500974 + Penalty 3926.736516 = -432513.764459
  nChanged 12
		SP:Iteration 16Q (88932.280000 sec): 3 clusters
  Score: Raw -436446.232762 + Penalty 3926.736516 = -432519.496247
  nChanged 15
		SP:Iteration 17Q (88932.380000 sec): 3 clusters
  Score: Raw -436451.942429 + Penalty 3926.736516 = -432525.205914
  nChanged 12
		SP:Iteration 18Q (88932.520000 sec): 3 clusters
  Score: Raw -436456.265779 + Penalty 3926.736516 = -432529.529263
  nChanged 13
		SP:Iteration 19Q (88932.640000 sec): 3 clusters
  Score: Raw -436461.738387 + Penalty 3926.736516 = -432535.001872
  nChanged 8
		SP:Iteration 20F (88932.760000 sec): 3 clusters
  Score: Raw -436465.101141 + Penalty 3926.736516 = -432538.364626
  nChanged 8
		SP:Iteration 21Q (88932.920000 sec): 3 clusters
  Score: Raw -436468.655012 + Penalty 3926.736516 = -432541.918496
  nChanged 14
		SP:Iteration 22Q (88933.100000 sec): 3 clusters
  Score: Raw -436475.594302 + Penalty 3926.736516 = -432548.857786
  nChanged 12
		SP:Iteration 23Q (88933.220000 sec): 3 clusters
  Score: Raw -436481.110396 + Penalty 3926.736516 = -432554.373881
  nChanged 5
		SP:Iteration 24Q (88933.400000 sec): 3 clusters
  Score: Raw -436483.488591 + Penalty 3926.736516 = -432556.752076
  nChanged 6
		SP:Iteration 25Q (88933.580000 sec): 3 clusters
  Score: Raw -436485.485712 + Penalty 3926.736516 = -432558.749196
  nChanged 2
		SP:Iteration 26Q (88933.720000 sec): 3 clusters
  Score: Raw -436486.676095 + Penalty 3926.736516 = -432559.939579
  nChanged 5
		SP:Iteration 27Q (88933.820000 sec): 3 clusters
  Score: Raw -436489.406781 + Penalty 3926.736516 = -432562.670265
  nChanged 9
		SP:Iteration 28Q (88933.970000 sec): 3 clusters
  Score: Raw -436493.385478 + Penalty 3926.736516 = -432566.648963
  nChanged 5
		SP:Iteration 29Q (88934.120000 sec): 3 clusters
  Score: Raw -436495.097726 + Penalty 3926.736516 = -432568.361211
  nChanged 3
		SP:Iteration 30Q (88934.260000 sec): 3 clusters
  Score: Raw -436496.430207 + Penalty 3926.736516 = -432569.693691
  nChanged 2
		SP:Iteration 31Q (88934.410000 sec): 3 clusters
  Score: Raw -436496.845008 + Penalty 3926.736516 = -432570.108492
  nChanged 2
		SP:Iteration 32Q (88934.560000 sec): 3 clusters
  Score: Raw -436497.563743 + Penalty 3926.736516 = -432570.827227
  nChanged 2
		SP:Iteration 33Q (88934.700000 sec): 3 clusters
  Score: Raw -436498.252588 + Penalty 3926.736516 = -432571.516073
  nChanged 2
		SP:Iteration 34Q (88934.850000 sec): 3 clusters
  Score: Raw -436498.665036 + Penalty 3926.736516 = -432571.928521
  nChanged 1
		SP:Iteration 35Q (88934.990000 sec): 3 clusters
  Score: Raw -436499.241497 + Penalty 3926.736516 = -432572.504982
  nChanged 1
		SP:Iteration 36Q (88935.140000 sec): 3 clusters
  Score: Raw -436499.357487 + Penalty 3926.736516 = -432572.620972
  nChanged 0
		SP:Iteration 37F (88935.280000 sec): 3 clusters
  Score: Raw -436499.357487 + Penalty 3926.736516 = -432572.620972
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (16964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88935.470000 sec): 2 clusters
  Score: Raw -2713829.174833 + Penalty 2415.234485 = -2711413.940348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88935.730000 sec): 3 clusters
  Score: Raw -2704156.414423 + Penalty 4830.468970 = -2699325.945453
  nChanged 7354
		SP:Iteration 1F (88936.020000 sec): 3 clusters
  Score: Raw -2708140.927139 + Penalty 4830.468970 = -2703310.458168
  nChanged 1168
		SP:Iteration 2F (88936.320000 sec): 3 clusters
  Score: Raw -2708857.459830 + Penalty 4830.468970 = -2704026.990859
  nChanged 1253
		SP:Iteration 3F (88936.660000 sec): 3 clusters
  Score: Raw -2709859.837991 + Penalty 4830.468970 = -2705029.369020
  nChanged 1390
		SP:Iteration 4F (88936.940000 sec): 3 clusters
  Score: Raw -2711111.908094 + Penalty 4830.468970 = -2706281.439124
  nChanged 1370
		SP:Iteration 5F (88937.220000 sec): 3 clusters
  Score: Raw -2712298.905346 + Penalty 4830.468970 = -2707468.436376
  nChanged 1144
		SP:Iteration 6F (88937.470000 sec): 3 clusters
  Score: Raw -2713164.956818 + Penalty 4830.468970 = -2708334.487847
  nChanged 944
		SP:Iteration 7F (88937.740000 sec): 3 clusters
  Score: Raw -2713740.817896 + Penalty 4830.468970 = -2708910.348925
  nChanged 616
		SP:Iteration 8Q (88938.060000 sec): 3 clusters
  Score: Raw -2714066.780090 + Penalty 4830.468970 = -2709236.311119
  nChanged 497
		SP:Iteration 9Q (88938.350000 sec): 3 clusters
  Score: Raw -2714292.784510 + Penalty 4830.468970 = -2709462.315539
  nChanged 385
		SP:Iteration 10Q (88938.630000 sec): 3 clusters
  Score: Raw -2714453.788734 + Penalty 4830.468970 = -2709623.319764
  nChanged 318
		SP:Iteration 11Q (88938.900000 sec): 3 clusters
  Score: Raw -2714565.415968 + Penalty 4830.468970 = -2709734.946998
  nChanged 307
		SP:Iteration 12Q (88939.210000 sec): 3 clusters
  Score: Raw -2714673.654532 + Penalty 4830.468970 = -2709843.185562
  nChanged 308
		SP:Iteration 13Q (88939.580000 sec): 3 clusters
  Score: Raw -2714779.273143 + Penalty 4830.468970 = -2709948.804173
  nChanged 279
		SP:Iteration 14Q (88939.840000 sec): 3 clusters
  Score: Raw -2714867.435898 + Penalty 4830.468970 = -2710036.966928
  nChanged 273
		SP:Iteration 15Q (88940.150000 sec): 3 clusters
  Score: Raw -2714953.919567 + Penalty 4830.468970 = -2710123.450596
  nChanged 271
		SP:Iteration 16Q (88940.390000 sec): 3 clusters
  Score: Raw -2715036.920147 + Penalty 4830.468970 = -2710206.451177
  nChanged 256
		SP:Iteration 17Q (88940.680000 sec): 3 clusters
  Score: Raw -2715107.374089 + Penalty 4830.468970 = -2710276.905119
  nChanged 220
		SP:Iteration 18Q (88941.020000 sec): 3 clusters
  Score: Raw -2715164.902725 + Penalty 4830.468970 = -2710334.433754
  nChanged 210
		SP:Iteration 19Q (88941.220000 sec): 3 clusters
  Score: Raw -2715222.060561 + Penalty 4830.468970 = -2710391.591591
  nChanged 194
		SP:Iteration 20F (88941.530000 sec): 3 clusters
  Score: Raw -2715269.735747 + Penalty 4830.468970 = -2710439.266777
  nChanged 179
		SP:Iteration 21Q (88941.800000 sec): 3 clusters
  Score: Raw -2715314.242092 + Penalty 4830.468970 = -2710483.773121
  nChanged 179
		SP:Iteration 22Q (88942.110000 sec): 3 clusters
  Score: Raw -2715358.558435 + Penalty 4830.468970 = -2710528.089465
  nChanged 161
		SP:Iteration 23Q (88942.380000 sec): 3 clusters
  Score: Raw -2715394.147811 + Penalty 4830.468970 = -2710563.678840
  nChanged 146
		SP:Iteration 24Q (88942.690000 sec): 3 clusters
  Score: Raw -2715423.886134 + Penalty 4830.468970 = -2710593.417163
  nChanged 132
		SP:Iteration 25Q (88943.010000 sec): 3 clusters
  Score: Raw -2715452.039558 + Penalty 4830.468970 = -2710621.570588
  nChanged 133
		SP:Iteration 26Q (88943.360000 sec): 3 clusters
  Score: Raw -2715483.805354 + Penalty 4830.468970 = -2710653.336383
  nChanged 143
		SP:Iteration 27Q (88943.620000 sec): 3 clusters
  Score: Raw -2715516.111992 + Penalty 4830.468970 = -2710685.643022
  nChanged 130
		SP:Iteration 28Q (88943.920000 sec): 3 clusters
  Score: Raw -2715542.953653 + Penalty 4830.468970 = -2710712.484683
  nChanged 130
		SP:Iteration 29Q (88944.190000 sec): 3 clusters
  Score: Raw -2715569.652215 + Penalty 4830.468970 = -2710739.183244
  nChanged 102
		SP:Iteration 30Q (88944.470000 sec): 3 clusters
  Score: Raw -2715588.456903 + Penalty 4830.468970 = -2710757.987933
  nChanged 89
		SP:Iteration 31Q (88944.730000 sec): 3 clusters
  Score: Raw -2715604.559060 + Penalty 4830.468970 = -2710774.090090
  nChanged 87
		SP:Iteration 32Q (88945.050000 sec): 3 clusters
  Score: Raw -2715620.947112 + Penalty 4830.468970 = -2710790.478141
  nChanged 86
		SP:Iteration 33Q (88945.280000 sec): 3 clusters
  Score: Raw -2715639.182554 + Penalty 4830.468970 = -2710808.713584
  nChanged 96
		SP:Iteration 34Q (88945.570000 sec): 3 clusters
  Score: Raw -2715657.266310 + Penalty 4830.468970 = -2710826.797340
  nChanged 88
		SP:Iteration 35Q (88945.870000 sec): 3 clusters
  Score: Raw -2715673.467268 + Penalty 4830.468970 = -2710842.998298
  nChanged 81
		SP:Iteration 36Q (88946.180000 sec): 3 clusters
  Score: Raw -2715689.401722 + Penalty 4830.468970 = -2710858.932752
  nChanged 76
		SP:Iteration 37Q (88946.490000 sec): 3 clusters
  Score: Raw -2715702.308254 + Penalty 4830.468970 = -2710871.839284
  nChanged 60
		SP:Iteration 38Q (88946.790000 sec): 3 clusters
  Score: Raw -2715711.477289 + Penalty 4830.468970 = -2710881.008318
  nChanged 55
		SP:Iteration 39Q (88947.120000 sec): 3 clusters
  Score: Raw -2715719.138815 + Penalty 4830.468970 = -2710888.669845
  nChanged 49
		SP:Iteration 40F (88947.410000 sec): 3 clusters
  Score: Raw -2715726.854872 + Penalty 4830.468970 = -2710896.385902
  nChanged 50
		SP:Iteration 41Q (88947.750000 sec): 3 clusters
  Score: Raw -2715734.418008 + Penalty 4830.468970 = -2710903.949037
  nChanged 42
		SP:Iteration 42Q (88948.030000 sec): 3 clusters
  Score: Raw -2715740.586260 + Penalty 4830.468970 = -2710910.117290
  nChanged 44
		SP:Iteration 43Q (88948.260000 sec): 3 clusters
  Score: Raw -2715747.607300 + Penalty 4830.468970 = -2710917.138330
  nChanged 41
		SP:Iteration 44Q (88948.530000 sec): 3 clusters
  Score: Raw -2715753.725195 + Penalty 4830.468970 = -2710923.256225
  nChanged 46
		SP:Iteration 45Q (88948.850000 sec): 3 clusters
  Score: Raw -2715760.752431 + Penalty 4830.468970 = -2710930.283460
  nChanged 32
		SP:Iteration 46Q (88949.170000 sec): 3 clusters
  Score: Raw -2715765.294380 + Penalty 4830.468970 = -2710934.825409
  nChanged 27
		SP:Iteration 47Q (88949.490000 sec): 3 clusters
  Score: Raw -2715768.978907 + Penalty 4830.468970 = -2710938.509937
  nChanged 25
		SP:Iteration 48Q (88949.730000 sec): 3 clusters
  Score: Raw -2715772.735657 + Penalty 4830.468970 = -2710942.266687
  nChanged 23
		SP:Iteration 49Q (88949.990000 sec): 3 clusters
  Score: Raw -2715776.002352 + Penalty 4830.468970 = -2710945.533381
  nChanged 27
		SP:Iteration 50Q (88950.250000 sec): 3 clusters
  Score: Raw -2715780.121708 + Penalty 4830.468970 = -2710949.652737
  nChanged 24
		SP:Iteration 51Q (88950.520000 sec): 3 clusters
  Score: Raw -2715783.631648 + Penalty 4830.468970 = -2710953.162677
  nChanged 23
		SP:Iteration 52Q (88950.740000 sec): 3 clusters
  Score: Raw -2715787.214045 + Penalty 4830.468970 = -2710956.745075
  nChanged 20
		SP:Iteration 53Q (88951.040000 sec): 3 clusters
  Score: Raw -2715789.764620 + Penalty 4830.468970 = -2710959.295650
  nChanged 21
		SP:Iteration 54Q (88951.310000 sec): 3 clusters
  Score: Raw -2715792.479602 + Penalty 4830.468970 = -2710962.010632
  nChanged 18
		SP:Iteration 55Q (88951.640000 sec): 3 clusters
  Score: Raw -2715794.731221 + Penalty 4830.468970 = -2710964.262250
  nChanged 18
		SP:Iteration 56Q (88951.970000 sec): 3 clusters
  Score: Raw -2715797.108469 + Penalty 4830.468970 = -2710966.639499
  nChanged 12
		SP:Iteration 57Q (88952.270000 sec): 3 clusters
  Score: Raw -2715798.735621 + Penalty 4830.468970 = -2710968.266651
  nChanged 13
		SP:Iteration 58Q (88952.590000 sec): 3 clusters
  Score: Raw -2715800.396836 + Penalty 4830.468970 = -2710969.927866
  nChanged 19
		SP:Iteration 59Q (88952.930000 sec): 3 clusters
  Score: Raw -2715802.703154 + Penalty 4830.468970 = -2710972.234184
  nChanged 15
		SP:Iteration 60F (88953.230000 sec): 3 clusters
  Score: Raw -2715804.671484 + Penalty 4830.468970 = -2710974.202514
  nChanged 12
		SP:Iteration 61Q (88953.570000 sec): 3 clusters
  Score: Raw -2715806.398747 + Penalty 4830.468970 = -2710975.929777
  nChanged 18
		SP:Iteration 62Q (88953.880000 sec): 3 clusters
  Score: Raw -2715808.539905 + Penalty 4830.468970 = -2710978.070934
  nChanged 10
		SP:Iteration 63Q (88954.130000 sec): 3 clusters
  Score: Raw -2715809.900524 + Penalty 4830.468970 = -2710979.431554
  nChanged 6
		SP:Iteration 64Q (88954.400000 sec): 3 clusters
  Score: Raw -2715810.646563 + Penalty 4830.468970 = -2710980.177592
  nChanged 6
		SP:Iteration 65Q (88954.740000 sec): 3 clusters
  Score: Raw -2715811.294673 + Penalty 4830.468970 = -2710980.825703
  nChanged 8
		SP:Iteration 66Q (88954.970000 sec): 3 clusters
  Score: Raw -2715812.237752 + Penalty 4830.468970 = -2710981.768782
  nChanged 3
		SP:Iteration 67Q (88955.230000 sec): 3 clusters
  Score: Raw -2715812.611768 + Penalty 4830.468970 = -2710982.142798
  nChanged 8
		SP:Iteration 68Q (88955.490000 sec): 3 clusters
  Score: Raw -2715813.445938 + Penalty 4830.468970 = -2710982.976967
  nChanged 5
		SP:Iteration 69Q (88955.780000 sec): 3 clusters
  Score: Raw -2715813.937268 + Penalty 4830.468970 = -2710983.468297
  nChanged 6
		SP:Iteration 70Q (88956.070000 sec): 3 clusters
  Score: Raw -2715814.521849 + Penalty 4830.468970 = -2710984.052879
  nChanged 6
		SP:Iteration 71Q (88956.300000 sec): 3 clusters
  Score: Raw -2715815.120627 + Penalty 4830.468970 = -2710984.651656
  nChanged 4
		SP:Iteration 72Q (88956.610000 sec): 3 clusters
  Score: Raw -2715815.606542 + Penalty 4830.468970 = -2710985.137572
  nChanged 4
		SP:Iteration 73Q (88956.890000 sec): 3 clusters
  Score: Raw -2715816.161368 + Penalty 4830.468970 = -2710985.692398
  nChanged 2
		SP:Iteration 74Q (88957.260000 sec): 3 clusters
  Score: Raw -2715816.368247 + Penalty 4830.468970 = -2710985.899276
  nChanged 3
		SP:Iteration 75Q (88957.490000 sec): 3 clusters
  Score: Raw -2715816.881936 + Penalty 4830.468970 = -2710986.412965
  nChanged 6
		SP:Iteration 76Q (88957.770000 sec): 3 clusters
  Score: Raw -2715817.521658 + Penalty 4830.468970 = -2710987.052688
  nChanged 4
		SP:Iteration 77Q (88958.040000 sec): 3 clusters
  Score: Raw -2715818.043492 + Penalty 4830.468970 = -2710987.574522
  nChanged 7
		SP:Iteration 78Q (88958.340000 sec): 3 clusters
  Score: Raw -2715818.921634 + Penalty 4830.468970 = -2710988.452664
  nChanged 9
		SP:Iteration 79Q (88958.550000 sec): 3 clusters
  Score: Raw -2715820.070808 + Penalty 4830.468970 = -2710989.601837
  nChanged 6
		SP:Iteration 80F (88958.820000 sec): 3 clusters
  Score: Raw -2715820.848229 + Penalty 4830.468970 = -2710990.379259
  nChanged 5
		SP:Iteration 81Q (88959.080000 sec): 3 clusters
  Score: Raw -2715821.587327 + Penalty 4830.468970 = -2710991.118357
  nChanged 5
		SP:Iteration 82Q (88959.340000 sec): 3 clusters
  Score: Raw -2715822.263960 + Penalty 4830.468970 = -2710991.794990
  nChanged 6
		SP:Iteration 83Q (88959.580000 sec): 3 clusters
  Score: Raw -2715823.101281 + Penalty 4830.468970 = -2710992.632311
  nChanged 8
		SP:Iteration 84Q (88959.870000 sec): 3 clusters
  Score: Raw -2715823.911725 + Penalty 4830.468970 = -2710993.442754
  nChanged 5
		SP:Iteration 85Q (88960.140000 sec): 3 clusters
  Score: Raw -2715824.636778 + Penalty 4830.468970 = -2710994.167808
  nChanged 6
		SP:Iteration 86Q (88960.400000 sec): 3 clusters
  Score: Raw -2715825.260243 + Penalty 4830.468970 = -2710994.791272
  nChanged 1
		SP:Iteration 87Q (88960.670000 sec): 3 clusters
  Score: Raw -2715825.437569 + Penalty 4830.468970 = -2710994.968599
  nChanged 1
		SP:Iteration 88Q (88960.940000 sec): 3 clusters
  Score: Raw -2715825.501170 + Penalty 4830.468970 = -2710995.032199
  nChanged 0
		SP:Iteration 89F (88961.200000 sec): 3 clusters
  Score: Raw -2715825.501170 + Penalty 4830.468970 = -2710995.032199
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (2072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88961.320000 sec): 2 clusters
  Score: Raw -322664.111609 + Penalty 1893.794862 = -320770.316748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88961.450000 sec): 3 clusters
  Score: Raw -321905.770279 + Penalty 3787.589723 = -318118.180556
  nChanged 679
		SP:Iteration 1F (88961.570000 sec): 3 clusters
  Score: Raw -322427.765678 + Penalty 3787.589723 = -318640.175955
  nChanged 163
		SP:Iteration 2F (88961.720000 sec): 3 clusters
  Score: Raw -322561.867713 + Penalty 3787.589723 = -318774.277990
  nChanged 82
		SP:Iteration 3Q (88961.860000 sec): 3 clusters
  Score: Raw -322642.109176 + Penalty 3787.589723 = -318854.519453
  nChanged 70
		SP:Iteration 4Q (88962.010000 sec): 3 clusters
  Score: Raw -322707.925158 + Penalty 3787.589723 = -318920.335435
  nChanged 49
		SP:Iteration 5Q (88962.180000 sec): 3 clusters
  Score: Raw -322754.964059 + Penalty 3787.589723 = -318967.374336
  nChanged 46
		SP:Iteration 6Q (88962.330000 sec): 3 clusters
  Score: Raw -322802.517312 + Penalty 3787.589723 = -319014.927589
  nChanged 42
		SP:Iteration 7Q (88962.420000 sec): 3 clusters
  Score: Raw -322840.247492 + Penalty 3787.589723 = -319052.657769
  nChanged 35
		SP:Iteration 8Q (88962.580000 sec): 3 clusters
  Score: Raw -322873.051195 + Penalty 3787.589723 = -319085.461471
  nChanged 33
		SP:Iteration 9Q (88962.740000 sec): 3 clusters
  Score: Raw -322903.159156 + Penalty 3787.589723 = -319115.569433
  nChanged 32
		SP:Iteration 10Q (88962.850000 sec): 3 clusters
  Score: Raw -322932.241668 + Penalty 3787.589723 = -319144.651945
  nChanged 25
		SP:Iteration 11Q (88963.020000 sec): 3 clusters
  Score: Raw -322952.788317 + Penalty 3787.589723 = -319165.198594
  nChanged 17
		SP:Iteration 12Q (88963.140000 sec): 3 clusters
  Score: Raw -322962.432875 + Penalty 3787.589723 = -319174.843152
  nChanged 11
		SP:Iteration 13Q (88963.300000 sec): 3 clusters
  Score: Raw -322967.301384 + Penalty 3787.589723 = -319179.711660
  nChanged 9
		SP:Iteration 14Q (88963.420000 sec): 3 clusters
  Score: Raw -322973.523454 + Penalty 3787.589723 = -319185.933731
  nChanged 6
		SP:Iteration 15Q (88963.520000 sec): 3 clusters
  Score: Raw -322977.354831 + Penalty 3787.589723 = -319189.765108
  nChanged 6
		SP:Iteration 16Q (88963.610000 sec): 3 clusters
  Score: Raw -322980.427929 + Penalty 3787.589723 = -319192.838205
  nChanged 5
		SP:Iteration 17Q (88963.760000 sec): 3 clusters
  Score: Raw -322985.175681 + Penalty 3787.589723 = -319197.585958
  nChanged 6
		SP:Iteration 18Q (88963.850000 sec): 3 clusters
  Score: Raw -322989.073407 + Penalty 3787.589723 = -319201.483684
  nChanged 3
		SP:Iteration 19Q (88964.000000 sec): 3 clusters
  Score: Raw -322990.338356 + Penalty 3787.589723 = -319202.748633
  nChanged 2
		SP:Iteration 20F (88964.090000 sec): 3 clusters
  Score: Raw -322991.322855 + Penalty 3787.589723 = -319203.733132
  nChanged 2
		SP:Iteration 21Q (88964.190000 sec): 3 clusters
  Score: Raw -322992.482684 + Penalty 3787.589723 = -319204.892961
  nChanged 0
		SP:Iteration 22F (88964.280000 sec): 3 clusters
  Score: Raw -322992.482684 + Penalty 3787.589723 = -319204.892961
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (13870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88964.450000 sec): 2 clusters
  Score: Raw -2170324.896921 + Penalty 2365.295911 = -2167959.601009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88964.740000 sec): 3 clusters
  Score: Raw -2162666.717970 + Penalty 4730.591823 = -2157936.126147
  nChanged 5890
		SP:Iteration 1F (88964.970000 sec): 3 clusters
  Score: Raw -2165868.147316 + Penalty 4730.591823 = -2161137.555493
  nChanged 933
		SP:Iteration 2F (88965.260000 sec): 3 clusters
  Score: Raw -2166322.189666 + Penalty 4730.591823 = -2161591.597843
  nChanged 842
		SP:Iteration 3F (88965.490000 sec): 3 clusters
  Score: Raw -2166807.141849 + Penalty 4730.591823 = -2162076.550026
  nChanged 856
		SP:Iteration 4F (88965.770000 sec): 3 clusters
  Score: Raw -2167379.025861 + Penalty 4730.591823 = -2162648.434038
  nChanged 903
		SP:Iteration 5F (88966.060000 sec): 3 clusters
  Score: Raw -2167996.093211 + Penalty 4730.591823 = -2163265.501388
  nChanged 850
		SP:Iteration 6F (88966.340000 sec): 3 clusters
  Score: Raw -2168519.640458 + Penalty 4730.591823 = -2163789.048635
  nChanged 709
		SP:Iteration 7F (88966.630000 sec): 3 clusters
  Score: Raw -2168890.452693 + Penalty 4730.591823 = -2164159.860871
  nChanged 536
		SP:Iteration 8Q (88966.890000 sec): 3 clusters
  Score: Raw -2169120.942641 + Penalty 4730.591823 = -2164390.350818
  nChanged 400
		SP:Iteration 9Q (88967.150000 sec): 3 clusters
  Score: Raw -2169274.447740 + Penalty 4730.591823 = -2164543.855917
  nChanged 312
		SP:Iteration 10Q (88967.460000 sec): 3 clusters
  Score: Raw -2169387.173014 + Penalty 4730.591823 = -2164656.581191
  nChanged 271
		SP:Iteration 11Q (88967.780000 sec): 3 clusters
  Score: Raw -2169477.436068 + Penalty 4730.591823 = -2164746.844245
  nChanged 254
		SP:Iteration 12Q (88968.040000 sec): 3 clusters
  Score: Raw -2169558.119413 + Penalty 4730.591823 = -2164827.527590
  nChanged 212
		SP:Iteration 13Q (88968.330000 sec): 3 clusters
  Score: Raw -2169618.672788 + Penalty 4730.591823 = -2164888.080966
  nChanged 157
		SP:Iteration 14Q (88968.650000 sec): 3 clusters
  Score: Raw -2169661.990315 + Penalty 4730.591823 = -2164931.398492
  nChanged 137
		SP:Iteration 15Q (88968.950000 sec): 3 clusters
  Score: Raw -2169704.860604 + Penalty 4730.591823 = -2164974.268781
  nChanged 114
		SP:Iteration 16Q (88969.200000 sec): 3 clusters
  Score: Raw -2169737.385500 + Penalty 4730.591823 = -2165006.793677
  nChanged 100
		SP:Iteration 17Q (88969.460000 sec): 3 clusters
  Score: Raw -2169763.047310 + Penalty 4730.591823 = -2165032.455487
  nChanged 96
		SP:Iteration 18Q (88969.740000 sec): 3 clusters
  Score: Raw -2169788.482839 + Penalty 4730.591823 = -2165057.891017
  nChanged 90
		SP:Iteration 19Q (88970.050000 sec): 3 clusters
  Score: Raw -2169816.765074 + Penalty 4730.591823 = -2165086.173251
  nChanged 95
		SP:Iteration 20F (88970.390000 sec): 3 clusters
  Score: Raw -2169847.690009 + Penalty 4730.591823 = -2165117.098186
  nChanged 98
		SP:Iteration 21Q (88970.640000 sec): 3 clusters
  Score: Raw -2169882.174610 + Penalty 4730.591823 = -2165151.582787
  nChanged 101
		SP:Iteration 22Q (88970.940000 sec): 3 clusters
  Score: Raw -2169918.901898 + Penalty 4730.591823 = -2165188.310076
  nChanged 99
		SP:Iteration 23Q (88971.240000 sec): 3 clusters
  Score: Raw -2169958.691760 + Penalty 4730.591823 = -2165228.099937
  nChanged 105
		SP:Iteration 24Q (88971.530000 sec): 3 clusters
  Score: Raw -2169996.066830 + Penalty 4730.591823 = -2165265.475007
  nChanged 86
		SP:Iteration 25Q (88971.820000 sec): 3 clusters
  Score: Raw -2170024.687618 + Penalty 4730.591823 = -2165294.095795
  nChanged 68
		SP:Iteration 26Q (88972.120000 sec): 3 clusters
  Score: Raw -2170047.577731 + Penalty 4730.591823 = -2165316.985909
  nChanged 66
		SP:Iteration 27Q (88972.370000 sec): 3 clusters
  Score: Raw -2170068.353397 + Penalty 4730.591823 = -2165337.761575
  nChanged 75
		SP:Iteration 28Q (88972.670000 sec): 3 clusters
  Score: Raw -2170093.794266 + Penalty 4730.591823 = -2165363.202443
  nChanged 77
		SP:Iteration 29Q (88972.940000 sec): 3 clusters
  Score: Raw -2170119.778418 + Penalty 4730.591823 = -2165389.186596
  nChanged 74
		SP:Iteration 30Q (88973.240000 sec): 3 clusters
  Score: Raw -2170142.300899 + Penalty 4730.591823 = -2165411.709076
  nChanged 75
		SP:Iteration 31Q (88973.550000 sec): 3 clusters
  Score: Raw -2170162.286280 + Penalty 4730.591823 = -2165431.694457
  nChanged 60
		SP:Iteration 32Q (88973.820000 sec): 3 clusters
  Score: Raw -2170181.385275 + Penalty 4730.591823 = -2165450.793452
  nChanged 59
		SP:Iteration 33Q (88974.110000 sec): 3 clusters
  Score: Raw -2170203.575471 + Penalty 4730.591823 = -2165472.983648
  nChanged 66
		SP:Iteration 34Q (88974.360000 sec): 3 clusters
  Score: Raw -2170228.077575 + Penalty 4730.591823 = -2165497.485752
  nChanged 60
		SP:Iteration 35Q (88974.600000 sec): 3 clusters
  Score: Raw -2170249.629661 + Penalty 4730.591823 = -2165519.037838
  nChanged 71
		SP:Iteration 36Q (88974.870000 sec): 3 clusters
  Score: Raw -2170273.140424 + Penalty 4730.591823 = -2165542.548601
  nChanged 71
		SP:Iteration 37Q (88975.130000 sec): 3 clusters
  Score: Raw -2170300.810129 + Penalty 4730.591823 = -2165570.218307
  nChanged 72
		SP:Iteration 38Q (88975.370000 sec): 3 clusters
  Score: Raw -2170328.111527 + Penalty 4730.591823 = -2165597.519704
  nChanged 81
		SP:Iteration 39Q (88975.660000 sec): 3 clusters
  Score: Raw -2170354.961182 + Penalty 4730.591823 = -2165624.369360
  nChanged 73
		SP:Iteration 40F (88975.950000 sec): 3 clusters
  Score: Raw -2170379.862649 + Penalty 4730.591823 = -2165649.270827
  nChanged 61
		SP:Iteration 41Q (88976.200000 sec): 3 clusters
  Score: Raw -2170401.880807 + Penalty 4730.591823 = -2165671.288984
  nChanged 54
		SP:Iteration 42Q (88976.450000 sec): 3 clusters
  Score: Raw -2170423.060645 + Penalty 4730.591823 = -2165692.468823
  nChanged 62
		SP:Iteration 43Q (88976.740000 sec): 3 clusters
  Score: Raw -2170449.083767 + Penalty 4730.591823 = -2165718.491945
  nChanged 77
		SP:Iteration 44Q (88977.010000 sec): 3 clusters
  Score: Raw -2170491.680189 + Penalty 4730.591823 = -2165761.088366
  nChanged 93
		SP:Iteration 45Q (88977.240000 sec): 3 clusters
  Score: Raw -2170553.779287 + Penalty 4730.591823 = -2165823.187465
  nChanged 104
		SP:Iteration 46Q (88977.530000 sec): 3 clusters
  Score: Raw -2170644.065547 + Penalty 4730.591823 = -2165913.473724
  nChanged 123
		SP:Iteration 47Q (88977.860000 sec): 3 clusters
  Score: Raw -2170754.912813 + Penalty 4730.591823 = -2166024.320990
  nChanged 110
		SP:Iteration 48Q (88978.110000 sec): 3 clusters
  Score: Raw -2170830.370208 + Penalty 4730.591823 = -2166099.778386
  nChanged 93
		SP:Iteration 49Q (88978.400000 sec): 3 clusters
  Score: Raw -2170891.466120 + Penalty 4730.591823 = -2166160.874298
  nChanged 78
		SP:Iteration 50Q (88978.610000 sec): 3 clusters
  Score: Raw -2170943.172689 + Penalty 4730.591823 = -2166212.580866
  nChanged 67
		SP:Iteration 51Q (88978.840000 sec): 3 clusters
  Score: Raw -2170982.096036 + Penalty 4730.591823 = -2166251.504213
  nChanged 53
		SP:Iteration 52Q (88979.120000 sec): 3 clusters
  Score: Raw -2171004.364957 + Penalty 4730.591823 = -2166273.773135
  nChanged 40
		SP:Iteration 53Q (88979.370000 sec): 3 clusters
  Score: Raw -2171024.653495 + Penalty 4730.591823 = -2166294.061672
  nChanged 45
		SP:Iteration 54Q (88979.600000 sec): 3 clusters
  Score: Raw -2171048.873481 + Penalty 4730.591823 = -2166318.281658
  nChanged 44
		SP:Iteration 55Q (88979.840000 sec): 3 clusters
  Score: Raw -2171069.992877 + Penalty 4730.591823 = -2166339.401055
  nChanged 36
		SP:Iteration 56Q (88980.140000 sec): 3 clusters
  Score: Raw -2171085.463161 + Penalty 4730.591823 = -2166354.871338
  nChanged 31
		SP:Iteration 57Q (88980.440000 sec): 3 clusters
  Score: Raw -2171097.213722 + Penalty 4730.591823 = -2166366.621900
  nChanged 29
		SP:Iteration 58Q (88980.690000 sec): 3 clusters
  Score: Raw -2171108.328585 + Penalty 4730.591823 = -2166377.736762
  nChanged 36
		SP:Iteration 59Q (88980.950000 sec): 3 clusters
  Score: Raw -2171124.313006 + Penalty 4730.591823 = -2166393.721184
  nChanged 34
		SP:Iteration 60F (88981.260000 sec): 3 clusters
  Score: Raw -2171136.492206 + Penalty 4730.591823 = -2166405.900383
  nChanged 30
		SP:Iteration 61Q (88981.520000 sec): 3 clusters
  Score: Raw -2171148.437067 + Penalty 4730.591823 = -2166417.845245
  nChanged 23
		SP:Iteration 62Q (88981.790000 sec): 3 clusters
  Score: Raw -2171158.959647 + Penalty 4730.591823 = -2166428.367824
  nChanged 26
		SP:Iteration 63Q (88982.140000 sec): 3 clusters
  Score: Raw -2171168.642732 + Penalty 4730.591823 = -2166438.050910
  nChanged 24
		SP:Iteration 64Q (88982.340000 sec): 3 clusters
  Score: Raw -2171176.792030 + Penalty 4730.591823 = -2166446.200208
  nChanged 17
		SP:Iteration 65Q (88982.640000 sec): 3 clusters
  Score: Raw -2171183.246221 + Penalty 4730.591823 = -2166452.654399
  nChanged 17
		SP:Iteration 66Q (88982.900000 sec): 3 clusters
  Score: Raw -2171190.169839 + Penalty 4730.591823 = -2166459.578017
  nChanged 23
		SP:Iteration 67Q (88983.130000 sec): 3 clusters
  Score: Raw -2171198.455413 + Penalty 4730.591823 = -2166467.863590
  nChanged 21
		SP:Iteration 68Q (88983.340000 sec): 3 clusters
  Score: Raw -2171207.213185 + Penalty 4730.591823 = -2166476.621362
  nChanged 28
		SP:Iteration 69Q (88983.590000 sec): 3 clusters
  Score: Raw -2171216.196840 + Penalty 4730.591823 = -2166485.605017
  nChanged 24
		SP:Iteration 70Q (88983.860000 sec): 3 clusters
  Score: Raw -2171224.170834 + Penalty 4730.591823 = -2166493.579012
  nChanged 24
		SP:Iteration 71Q (88984.190000 sec): 3 clusters
  Score: Raw -2171233.339367 + Penalty 4730.591823 = -2166502.747544
  nChanged 21
		SP:Iteration 72Q (88984.420000 sec): 3 clusters
  Score: Raw -2171240.347674 + Penalty 4730.591823 = -2166509.755851
  nChanged 21
		SP:Iteration 73Q (88984.720000 sec): 3 clusters
  Score: Raw -2171247.077572 + Penalty 4730.591823 = -2166516.485750
  nChanged 25
		SP:Iteration 74Q (88984.970000 sec): 3 clusters
  Score: Raw -2171256.365861 + Penalty 4730.591823 = -2166525.774038
  nChanged 20
		SP:Iteration 75Q (88985.350000 sec): 3 clusters
  Score: Raw -2171264.002143 + Penalty 4730.591823 = -2166533.410320
  nChanged 24
		SP:Iteration 76Q (88985.600000 sec): 3 clusters
  Score: Raw -2171273.469344 + Penalty 4730.591823 = -2166542.877521
  nChanged 27
		SP:Iteration 77Q (88985.970000 sec): 3 clusters
  Score: Raw -2171283.974517 + Penalty 4730.591823 = -2166553.382695
  nChanged 33
		SP:Iteration 78Q (88986.280000 sec): 3 clusters
  Score: Raw -2171295.844007 + Penalty 4730.591823 = -2166565.252184
  nChanged 27
		SP:Iteration 79Q (88986.560000 sec): 3 clusters
  Score: Raw -2171306.247274 + Penalty 4730.591823 = -2166575.655451
  nChanged 28
		SP:Iteration 80F (88986.860000 sec): 3 clusters
  Score: Raw -2171316.224016 + Penalty 4730.591823 = -2166585.632194
  nChanged 32
		SP:Iteration 81Q (88987.100000 sec): 3 clusters
  Score: Raw -2171325.254159 + Penalty 4730.591823 = -2166594.662337
  nChanged 35
		SP:Iteration 82Q (88987.360000 sec): 3 clusters
  Score: Raw -2171337.733725 + Penalty 4730.591823 = -2166607.141902
  nChanged 36
		SP:Iteration 83Q (88987.640000 sec): 3 clusters
  Score: Raw -2171351.160576 + Penalty 4730.591823 = -2166620.568753
  nChanged 45
		SP:Iteration 84Q (88987.840000 sec): 3 clusters
  Score: Raw -2171367.235006 + Penalty 4730.591823 = -2166636.643183
  nChanged 43
		SP:Iteration 85Q (88988.080000 sec): 3 clusters
  Score: Raw -2171381.099410 + Penalty 4730.591823 = -2166650.507587
  nChanged 46
		SP:Iteration 86Q (88988.300000 sec): 3 clusters
  Score: Raw -2171396.703707 + Penalty 4730.591823 = -2166666.111884
  nChanged 57
		SP:Iteration 87Q (88988.590000 sec): 3 clusters
  Score: Raw -2171418.770486 + Penalty 4730.591823 = -2166688.178663
  nChanged 61
		SP:Iteration 88Q (88988.830000 sec): 3 clusters
  Score: Raw -2171448.149911 + Penalty 4730.591823 = -2166717.558088
  nChanged 77
		SP:Iteration 89Q (88989.070000 sec): 3 clusters
  Score: Raw -2171482.005424 + Penalty 4730.591823 = -2166751.413602
  nChanged 84
		SP:Iteration 90Q (88989.280000 sec): 3 clusters
  Score: Raw -2171513.631453 + Penalty 4730.591823 = -2166783.039630
  nChanged 68
		SP:Iteration 91Q (88989.520000 sec): 3 clusters
  Score: Raw -2171540.440298 + Penalty 4730.591823 = -2166809.848475
  nChanged 66
		SP:Iteration 92Q (88989.780000 sec): 3 clusters
  Score: Raw -2171575.047493 + Penalty 4730.591823 = -2166844.455670
  nChanged 81
		SP:Iteration 93Q (88989.980000 sec): 3 clusters
  Score: Raw -2171610.631524 + Penalty 4730.591823 = -2166880.039701
  nChanged 75
		SP:Iteration 94Q (88990.230000 sec): 3 clusters
  Score: Raw -2171646.696283 + Penalty 4730.591823 = -2166916.104460
  nChanged 93
		SP:Iteration 95Q (88990.480000 sec): 3 clusters
  Score: Raw -2171695.595904 + Penalty 4730.591823 = -2166965.004081
  nChanged 100
		SP:Iteration 96Q (88990.720000 sec): 3 clusters
  Score: Raw -2171764.823071 + Penalty 4730.591823 = -2167034.231248
  nChanged 124
		SP:Iteration 97Q (88990.990000 sec): 3 clusters
  Score: Raw -2171898.179638 + Penalty 4730.591823 = -2167167.587815
  nChanged 147
		SP:Iteration 98Q (88991.260000 sec): 3 clusters
  Score: Raw -2172063.120735 + Penalty 4730.591823 = -2167332.528913
  nChanged 146
		SP:Iteration 99Q (88991.520000 sec): 3 clusters
  Score: Raw -2172197.049031 + Penalty 4730.591823 = -2167466.457208
  nChanged 160
		SP:Iteration 100F (88991.730000 sec): 3 clusters
  Score: Raw -2172294.559032 + Penalty 4730.591823 = -2167563.967209
  nChanged 128
		SP:Iteration 101Q (88991.970000 sec): 3 clusters
  Score: Raw -2172353.502562 + Penalty 4730.591823 = -2167622.910739
  nChanged 102
		SP:Iteration 102Q (88992.190000 sec): 3 clusters
  Score: Raw -2172391.525605 + Penalty 4730.591823 = -2167660.933783
  nChanged 70
		SP:Iteration 103Q (88992.400000 sec): 3 clusters
  Score: Raw -2172414.579165 + Penalty 4730.591823 = -2167683.987343
  nChanged 52
		SP:Iteration 104Q (88992.610000 sec): 3 clusters
  Score: Raw -2172430.469587 + Penalty 4730.591823 = -2167699.877764
  nChanged 41
		SP:Iteration 105Q (88992.830000 sec): 3 clusters
  Score: Raw -2172440.686433 + Penalty 4730.591823 = -2167710.094610
  nChanged 40
		SP:Iteration 106Q (88993.050000 sec): 3 clusters
  Score: Raw -2172449.654701 + Penalty 4730.591823 = -2167719.062878
  nChanged 27
		SP:Iteration 107Q (88993.280000 sec): 3 clusters
  Score: Raw -2172455.460721 + Penalty 4730.591823 = -2167724.868899
  nChanged 31
		SP:Iteration 108Q (88993.550000 sec): 3 clusters
  Score: Raw -2172463.659949 + Penalty 4730.591823 = -2167733.068127
  nChanged 28
		SP:Iteration 109Q (88993.770000 sec): 3 clusters
  Score: Raw -2172471.210912 + Penalty 4730.591823 = -2167740.619089
  nChanged 30
		SP:Iteration 110Q (88994.050000 sec): 3 clusters
  Score: Raw -2172477.753678 + Penalty 4730.591823 = -2167747.161856
  nChanged 26
		SP:Iteration 111Q (88994.350000 sec): 3 clusters
  Score: Raw -2172482.135186 + Penalty 4730.591823 = -2167751.543363
  nChanged 18
		SP:Iteration 112Q (88994.590000 sec): 3 clusters
  Score: Raw -2172485.453153 + Penalty 4730.591823 = -2167754.861330
  nChanged 22
		SP:Iteration 113Q (88994.850000 sec): 3 clusters
  Score: Raw -2172490.325478 + Penalty 4730.591823 = -2167759.733655
  nChanged 16
		SP:Iteration 114Q (88995.110000 sec): 3 clusters
  Score: Raw -2172493.041573 + Penalty 4730.591823 = -2167762.449751
  nChanged 16
		SP:Iteration 115Q (88995.350000 sec): 3 clusters
  Score: Raw -2172496.525167 + Penalty 4730.591823 = -2167765.933344
  nChanged 17
		SP:Iteration 116Q (88995.630000 sec): 3 clusters
  Score: Raw -2172500.706813 + Penalty 4730.591823 = -2167770.114990
  nChanged 11
		SP:Iteration 117Q (88995.830000 sec): 3 clusters
  Score: Raw -2172502.434598 + Penalty 4730.591823 = -2167771.842776
  nChanged 7
		SP:Iteration 118Q (88996.080000 sec): 3 clusters
  Score: Raw -2172503.357989 + Penalty 4730.591823 = -2167772.766167
  nChanged 8
		SP:Iteration 119Q (88996.340000 sec): 3 clusters
  Score: Raw -2172505.449713 + Penalty 4730.591823 = -2167774.857890
  nChanged 15
		SP:Iteration 120F (88996.620000 sec): 3 clusters
  Score: Raw -2172508.745722 + Penalty 4730.591823 = -2167778.153899
  nChanged 16
		SP:Iteration 121Q (88996.900000 sec): 3 clusters
  Score: Raw -2172512.325623 + Penalty 4730.591823 = -2167781.733801
  nChanged 13
		SP:Iteration 122Q (88997.140000 sec): 3 clusters
  Score: Raw -2172514.969470 + Penalty 4730.591823 = -2167784.377647
  nChanged 8
		SP:Iteration 123Q (88997.390000 sec): 3 clusters
  Score: Raw -2172516.762906 + Penalty 4730.591823 = -2167786.171083
  nChanged 8
		SP:Iteration 124Q (88997.630000 sec): 3 clusters
  Score: Raw -2172518.095831 + Penalty 4730.591823 = -2167787.504009
  nChanged 6
		SP:Iteration 125Q (88997.940000 sec): 3 clusters
  Score: Raw -2172519.340050 + Penalty 4730.591823 = -2167788.748228
  nChanged 4
		SP:Iteration 126Q (88998.160000 sec): 3 clusters
  Score: Raw -2172520.097902 + Penalty 4730.591823 = -2167789.506079
  nChanged 5
		SP:Iteration 127Q (88998.410000 sec): 3 clusters
  Score: Raw -2172520.790524 + Penalty 4730.591823 = -2167790.198701
  nChanged 6
		SP:Iteration 128Q (88998.610000 sec): 3 clusters
  Score: Raw -2172522.089710 + Penalty 4730.591823 = -2167791.497888
  nChanged 6
		SP:Iteration 129Q (88998.820000 sec): 3 clusters
  Score: Raw -2172523.065601 + Penalty 4730.591823 = -2167792.473778
  nChanged 6
		SP:Iteration 130Q (88999.050000 sec): 3 clusters
  Score: Raw -2172524.587769 + Penalty 4730.591823 = -2167793.995947
  nChanged 6
		SP:Iteration 131Q (88999.350000 sec): 3 clusters
  Score: Raw -2172525.987542 + Penalty 4730.591823 = -2167795.395720
  nChanged 10
		SP:Iteration 132Q (88999.590000 sec): 3 clusters
  Score: Raw -2172527.937276 + Penalty 4730.591823 = -2167797.345454
  nChanged 8
		SP:Iteration 133Q (88999.820000 sec): 3 clusters
  Score: Raw -2172529.850132 + Penalty 4730.591823 = -2167799.258310
  nChanged 7
		SP:Iteration 134Q (89000.100000 sec): 3 clusters
  Score: Raw -2172531.583541 + Penalty 4730.591823 = -2167800.991718
  nChanged 7
		SP:Iteration 135Q (89000.400000 sec): 3 clusters
  Score: Raw -2172533.170950 + Penalty 4730.591823 = -2167802.579127
  nChanged 4
		SP:Iteration 136Q (89000.710000 sec): 3 clusters
  Score: Raw -2172534.209195 + Penalty 4730.591823 = -2167803.617372
  nChanged 6
		SP:Iteration 137Q (89001.010000 sec): 3 clusters
  Score: Raw -2172535.401945 + Penalty 4730.591823 = -2167804.810122
  nChanged 5
		SP:Iteration 138Q (89001.360000 sec): 3 clusters
  Score: Raw -2172536.378287 + Penalty 4730.591823 = -2167805.786465
  nChanged 1
		SP:Iteration 139Q (89001.660000 sec): 3 clusters
  Score: Raw -2172536.522922 + Penalty 4730.591823 = -2167805.931099
  nChanged 2
		SP:Iteration 140F (89001.890000 sec): 3 clusters
  Score: Raw -2172536.801898 + Penalty 4730.591823 = -2167806.210076
  nChanged 1
		SP:Iteration 141Q (89002.170000 sec): 3 clusters
  Score: Raw -2172536.873904 + Penalty 4730.591823 = -2167806.282081
  nChanged 0
		SP:Iteration 142F (89002.460000 sec): 3 clusters
  Score: Raw -2172536.873904 + Penalty 4730.591823 = -2167806.282081
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (6481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89002.600000 sec): 2 clusters
  Score: Raw -1012399.732881 + Penalty 2176.604264 = -1010223.128617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89002.840000 sec): 3 clusters
  Score: Raw -1009152.588060 + Penalty 4353.208529 = -1004799.379531
  nChanged 2557
		SP:Iteration 1F (89003.050000 sec): 3 clusters
  Score: Raw -1010598.836036 + Penalty 4353.208529 = -1006245.627507
  nChanged 475
		SP:Iteration 2F (89003.260000 sec): 3 clusters
  Score: Raw -1010913.008363 + Penalty 4353.208529 = -1006559.799834
  nChanged 387
		SP:Iteration 3F (89003.400000 sec): 3 clusters
  Score: Raw -1011172.518631 + Penalty 4353.208529 = -1006819.310103
  nChanged 334
		SP:Iteration 4F (89003.680000 sec): 3 clusters
  Score: Raw -1011405.133738 + Penalty 4353.208529 = -1007051.925209
  nChanged 306
		SP:Iteration 5Q (89003.920000 sec): 3 clusters
  Score: Raw -1011639.661001 + Penalty 4353.208529 = -1007286.452472
  nChanged 321
		SP:Iteration 6Q (89004.100000 sec): 3 clusters
  Score: Raw -1011907.304350 + Penalty 4353.208529 = -1007554.095821
  nChanged 324
		SP:Iteration 7Q (89004.330000 sec): 3 clusters
  Score: Raw -1012199.252012 + Penalty 4353.208529 = -1007846.043483
  nChanged 324
		SP:Iteration 8Q (89004.530000 sec): 3 clusters
  Score: Raw -1012502.848113 + Penalty 4353.208529 = -1008149.639584
  nChanged 310
		SP:Iteration 9Q (89004.780000 sec): 3 clusters
  Score: Raw -1012775.357913 + Penalty 4353.208529 = -1008422.149384
  nChanged 262
		SP:Iteration 10Q (89004.970000 sec): 3 clusters
  Score: Raw -1012969.587063 + Penalty 4353.208529 = -1008616.378534
  nChanged 180
		SP:Iteration 11Q (89005.200000 sec): 3 clusters
  Score: Raw -1013081.895767 + Penalty 4353.208529 = -1008728.687238
  nChanged 147
		SP:Iteration 12Q (89005.470000 sec): 3 clusters
  Score: Raw -1013162.825988 + Penalty 4353.208529 = -1008809.617459
  nChanged 103
		SP:Iteration 13Q (89005.680000 sec): 3 clusters
  Score: Raw -1013209.627854 + Penalty 4353.208529 = -1008856.419325
  nChanged 86
		SP:Iteration 14Q (89005.910000 sec): 3 clusters
  Score: Raw -1013241.638906 + Penalty 4353.208529 = -1008888.430377
  nChanged 50
		SP:Iteration 15Q (89006.170000 sec): 3 clusters
  Score: Raw -1013260.319066 + Penalty 4353.208529 = -1008907.110537
  nChanged 35
		SP:Iteration 16Q (89006.390000 sec): 3 clusters
  Score: Raw -1013270.694571 + Penalty 4353.208529 = -1008917.486042
  nChanged 24
		SP:Iteration 17Q (89006.640000 sec): 3 clusters
  Score: Raw -1013276.621888 + Penalty 4353.208529 = -1008923.413360
  nChanged 12
		SP:Iteration 18Q (89006.920000 sec): 3 clusters
  Score: Raw -1013279.165822 + Penalty 4353.208529 = -1008925.957293
  nChanged 5
		SP:Iteration 19Q (89007.140000 sec): 3 clusters
  Score: Raw -1013280.236876 + Penalty 4353.208529 = -1008927.028347
  nChanged 4
		SP:Iteration 20F (89007.290000 sec): 3 clusters
  Score: Raw -1013281.611437 + Penalty 4353.208529 = -1008928.402909
  nChanged 2
		SP:Iteration 21Q (89007.500000 sec): 3 clusters
  Score: Raw -1013282.212268 + Penalty 4353.208529 = -1008929.003739
  nChanged 6
		SP:Iteration 22Q (89007.720000 sec): 3 clusters
  Score: Raw -1013283.435753 + Penalty 4353.208529 = -1008930.227224
  nChanged 5
		SP:Iteration 23Q (89008.020000 sec): 3 clusters
  Score: Raw -1013284.577355 + Penalty 4353.208529 = -1008931.368826
  nChanged 7
		SP:Iteration 24Q (89008.210000 sec): 3 clusters
  Score: Raw -1013286.362003 + Penalty 4353.208529 = -1008933.153474
  nChanged 9
		SP:Iteration 25Q (89008.510000 sec): 3 clusters
  Score: Raw -1013289.074980 + Penalty 4353.208529 = -1008935.866451
  nChanged 8
		SP:Iteration 26Q (89008.760000 sec): 3 clusters
  Score: Raw -1013290.428070 + Penalty 4353.208529 = -1008937.219541
  nChanged 4
		SP:Iteration 27Q (89009.020000 sec): 3 clusters
  Score: Raw -1013291.347656 + Penalty 4353.208529 = -1008938.139127
  nChanged 5
		SP:Iteration 28Q (89009.260000 sec): 3 clusters
  Score: Raw -1013292.524421 + Penalty 4353.208529 = -1008939.315892
  nChanged 5
		SP:Iteration 29Q (89009.500000 sec): 3 clusters
  Score: Raw -1013293.905259 + Penalty 4353.208529 = -1008940.696730
  nChanged 7
		SP:Iteration 30Q (89009.780000 sec): 3 clusters
  Score: Raw -1013295.695949 + Penalty 4353.208529 = -1008942.487420
  nChanged 2
		SP:Iteration 31Q (89009.950000 sec): 3 clusters
  Score: Raw -1013296.183359 + Penalty 4353.208529 = -1008942.974830
  nChanged 1
		SP:Iteration 32Q (89010.100000 sec): 3 clusters
  Score: Raw -1013296.364734 + Penalty 4353.208529 = -1008943.156205
  nChanged 0
		SP:Iteration 33F (89010.340000 sec): 3 clusters
  Score: Raw -1013296.364734 + Penalty 4353.208529 = -1008943.156205
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (6923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89010.520000 sec): 2 clusters
  Score: Raw -1085696.962404 + Penalty 2192.965911 = -1083503.996493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89010.750000 sec): 3 clusters
  Score: Raw -1082105.191356 + Penalty 4385.931822 = -1077719.259534
  nChanged 2815
		SP:Iteration 1F (89011.020000 sec): 3 clusters
  Score: Raw -1083577.824737 + Penalty 4385.931822 = -1079191.892915
  nChanged 474
		SP:Iteration 2F (89011.240000 sec): 3 clusters
  Score: Raw -1083813.092364 + Penalty 4385.931822 = -1079427.160542
  nChanged 345
		SP:Iteration 3Q (89011.400000 sec): 3 clusters
  Score: Raw -1083982.885385 + Penalty 4385.931822 = -1079596.953563
  nChanged 296
		SP:Iteration 4Q (89011.580000 sec): 3 clusters
  Score: Raw -1084150.050029 + Penalty 4385.931822 = -1079764.118207
  nChanged 294
		SP:Iteration 5Q (89011.800000 sec): 3 clusters
  Score: Raw -1084358.250286 + Penalty 4385.931822 = -1079972.318463
  nChanged 314
		SP:Iteration 6Q (89012.010000 sec): 3 clusters
  Score: Raw -1084588.744035 + Penalty 4385.931822 = -1080202.812212
  nChanged 356
		SP:Iteration 7F (89012.220000 sec): 3 clusters
  Score: Raw -1084865.959401 + Penalty 4385.931822 = -1080480.027579
  nChanged 351
		SP:Iteration 8F (89012.480000 sec): 3 clusters
  Score: Raw -1085147.747827 + Penalty 4385.931822 = -1080761.816004
  nChanged 327
		SP:Iteration 9Q (89012.690000 sec): 3 clusters
  Score: Raw -1085411.563867 + Penalty 4385.931822 = -1081025.632045
  nChanged 297
		SP:Iteration 10Q (89012.860000 sec): 3 clusters
  Score: Raw -1085664.359522 + Penalty 4385.931822 = -1081278.427699
  nChanged 315
		SP:Iteration 11Q (89013.080000 sec): 3 clusters
  Score: Raw -1085896.328768 + Penalty 4385.931822 = -1081510.396945
  nChanged 260
		SP:Iteration 12Q (89013.260000 sec): 3 clusters
  Score: Raw -1086075.326130 + Penalty 4385.931822 = -1081689.394308
  nChanged 210
		SP:Iteration 13Q (89013.450000 sec): 3 clusters
  Score: Raw -1086212.064089 + Penalty 4385.931822 = -1081826.132266
  nChanged 164
		SP:Iteration 14Q (89013.640000 sec): 3 clusters
  Score: Raw -1086321.532872 + Penalty 4385.931822 = -1081935.601049
  nChanged 152
		SP:Iteration 15Q (89013.820000 sec): 3 clusters
  Score: Raw -1086398.409912 + Penalty 4385.931822 = -1082012.478089
  nChanged 102
		SP:Iteration 16Q (89014.000000 sec): 3 clusters
  Score: Raw -1086435.043097 + Penalty 4385.931822 = -1082049.111275
  nChanged 78
		SP:Iteration 17Q (89014.190000 sec): 3 clusters
  Score: Raw -1086461.525952 + Penalty 4385.931822 = -1082075.594130
  nChanged 71
		SP:Iteration 18Q (89014.360000 sec): 3 clusters
  Score: Raw -1086485.783179 + Penalty 4385.931822 = -1082099.851357
  nChanged 64
		SP:Iteration 19Q (89014.660000 sec): 3 clusters
  Score: Raw -1086506.770069 + Penalty 4385.931822 = -1082120.838247
  nChanged 64
		SP:Iteration 20F (89014.800000 sec): 3 clusters
  Score: Raw -1086530.672663 + Penalty 4385.931822 = -1082144.740840
  nChanged 66
		SP:Iteration 21Q (89015.030000 sec): 3 clusters
  Score: Raw -1086551.295712 + Penalty 4385.931822 = -1082165.363890
  nChanged 52
		SP:Iteration 22Q (89015.240000 sec): 3 clusters
  Score: Raw -1086566.992234 + Penalty 4385.931822 = -1082181.060411
  nChanged 46
		SP:Iteration 23Q (89015.430000 sec): 3 clusters
  Score: Raw -1086579.867274 + Penalty 4385.931822 = -1082193.935452
  nChanged 45
		SP:Iteration 24Q (89015.620000 sec): 3 clusters
  Score: Raw -1086592.543102 + Penalty 4385.931822 = -1082206.611280
  nChanged 38
		SP:Iteration 25Q (89015.800000 sec): 3 clusters
  Score: Raw -1086602.026373 + Penalty 4385.931822 = -1082216.094551
  nChanged 32
		SP:Iteration 26Q (89016.030000 sec): 3 clusters
  Score: Raw -1086610.150336 + Penalty 4385.931822 = -1082224.218514
  nChanged 26
		SP:Iteration 27Q (89016.250000 sec): 3 clusters
  Score: Raw -1086616.328828 + Penalty 4385.931822 = -1082230.397006
  nChanged 19
		SP:Iteration 28Q (89016.420000 sec): 3 clusters
  Score: Raw -1086620.275097 + Penalty 4385.931822 = -1082234.343274
  nChanged 15
		SP:Iteration 29Q (89016.580000 sec): 3 clusters
  Score: Raw -1086623.061955 + Penalty 4385.931822 = -1082237.130133
  nChanged 9
		SP:Iteration 30Q (89016.790000 sec): 3 clusters
  Score: Raw -1086624.426122 + Penalty 4385.931822 = -1082238.494300
  nChanged 6
		SP:Iteration 31Q (89017.000000 sec): 3 clusters
  Score: Raw -1086625.584326 + Penalty 4385.931822 = -1082239.652504
  nChanged 5
		SP:Iteration 32Q (89017.160000 sec): 3 clusters
  Score: Raw -1086626.085647 + Penalty 4385.931822 = -1082240.153825
  nChanged 2
		SP:Iteration 33Q (89017.340000 sec): 3 clusters
  Score: Raw -1086626.244078 + Penalty 4385.931822 = -1082240.312256
  nChanged 0
		SP:Iteration 34F (89017.520000 sec): 3 clusters
  Score: Raw -1086626.244078 + Penalty 4385.931822 = -1082240.312256
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (2335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89017.620000 sec): 2 clusters
  Score: Raw -364746.757585 + Penalty 1923.430258 = -362823.327327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89017.800000 sec): 3 clusters
  Score: Raw -363807.927997 + Penalty 3846.860516 = -359961.067481
  nChanged 779
		SP:Iteration 1F (89017.940000 sec): 3 clusters
  Score: Raw -364355.025922 + Penalty 3846.860516 = -360508.165405
  nChanged 170
		SP:Iteration 2F (89018.100000 sec): 3 clusters
  Score: Raw -364502.075926 + Penalty 3846.860516 = -360655.215410
  nChanged 116
		SP:Iteration 3Q (89018.260000 sec): 3 clusters
  Score: Raw -364608.639649 + Penalty 3846.860516 = -360761.779133
  nChanged 79
		SP:Iteration 4Q (89018.420000 sec): 3 clusters
  Score: Raw -364693.036787 + Penalty 3846.860516 = -360846.176271
  nChanged 65
		SP:Iteration 5Q (89018.580000 sec): 3 clusters
  Score: Raw -364752.220706 + Penalty 3846.860516 = -360905.360190
  nChanged 46
		SP:Iteration 6Q (89018.760000 sec): 3 clusters
  Score: Raw -364793.549917 + Penalty 3846.860516 = -360946.689401
  nChanged 51
		SP:Iteration 7Q (89018.950000 sec): 3 clusters
  Score: Raw -364835.812464 + Penalty 3846.860516 = -360988.951948
  nChanged 41
		SP:Iteration 8Q (89019.100000 sec): 3 clusters
  Score: Raw -364869.078855 + Penalty 3846.860516 = -361022.218339
  nChanged 38
		SP:Iteration 9Q (89019.260000 sec): 3 clusters
  Score: Raw -364901.480822 + Penalty 3846.860516 = -361054.620305
  nChanged 36
		SP:Iteration 10Q (89019.420000 sec): 3 clusters
  Score: Raw -364936.253306 + Penalty 3846.860516 = -361089.392790
  nChanged 41
		SP:Iteration 11Q (89019.580000 sec): 3 clusters
  Score: Raw -364968.603479 + Penalty 3846.860516 = -361121.742962
  nChanged 30
		SP:Iteration 12Q (89019.740000 sec): 3 clusters
  Score: Raw -364992.435841 + Penalty 3846.860516 = -361145.575324
  nChanged 18
		SP:Iteration 13Q (89019.900000 sec): 3 clusters
  Score: Raw -365004.162556 + Penalty 3846.860516 = -361157.302040
  nChanged 16
		SP:Iteration 14Q (89020.060000 sec): 3 clusters
  Score: Raw -365014.097255 + Penalty 3846.860516 = -361167.236739
  nChanged 11
		SP:Iteration 15Q (89020.220000 sec): 3 clusters
  Score: Raw -365021.832939 + Penalty 3846.860516 = -361174.972422
  nChanged 9
		SP:Iteration 16Q (89020.380000 sec): 3 clusters
  Score: Raw -365026.630118 + Penalty 3846.860516 = -361179.769602
  nChanged 6
		SP:Iteration 17Q (89020.540000 sec): 3 clusters
  Score: Raw -365031.026360 + Penalty 3846.860516 = -361184.165844
  nChanged 6
		SP:Iteration 18Q (89020.700000 sec): 3 clusters
  Score: Raw -365034.056212 + Penalty 3846.860516 = -361187.195696
  nChanged 5
		SP:Iteration 19Q (89020.860000 sec): 3 clusters
  Score: Raw -365037.096577 + Penalty 3846.860516 = -361190.236061
  nChanged 6
		SP:Iteration 20F (89021.020000 sec): 3 clusters
  Score: Raw -365039.593600 + Penalty 3846.860516 = -361192.733084
  nChanged 4
		SP:Iteration 21Q (89021.180000 sec): 3 clusters
  Score: Raw -365041.075503 + Penalty 3846.860516 = -361194.214987
  nChanged 1
		SP:Iteration 22Q (89021.340000 sec): 3 clusters
  Score: Raw -365041.563590 + Penalty 3846.860516 = -361194.703074
  nChanged 1
		SP:Iteration 23Q (89021.500000 sec): 3 clusters
  Score: Raw -365042.394657 + Penalty 3846.860516 = -361195.534141
  nChanged 0
		SP:Iteration 24F (89021.660000 sec): 3 clusters
  Score: Raw -365042.394657 + Penalty 3846.860516 = -361195.534141
  nChanged 0
Iteration 339Q (89276.420000 sec): 81 clusters
  Score: Raw -289233682.874913 + Penalty 286545.140364 = -288947137.734549
  nChanged 47
Iteration 340F (89699.640000 sec): 81 clusters
  Score: Raw -289233685.174786 + Penalty 286545.140364 = -288947140.034422
  nChanged 45
Iteration 341Q (89957.620000 sec): 81 clusters
  Score: Raw -289233687.251962 + Penalty 286545.140364 = -288947142.111598
  nChanged 44
Iteration 342Q (90223.760000 sec): 81 clusters
  Score: Raw -289233688.960614 + Penalty 286545.140364 = -288947143.820250
  nChanged 35
Iteration 343Q (90488.150000 sec): 81 clusters
  Score: Raw -289233690.087970 + Penalty 286545.140364 = -288947144.947607
  nChanged 42
Iteration 344Q (90741.560000 sec): 81 clusters
  Score: Raw -289233691.377563 + Penalty 286545.140364 = -288947146.237199
  nChanged 38
Iteration 345Q (90994.420000 sec): 81 clusters
  Score: Raw -289233692.851530 + Penalty 286545.140364 = -288947147.711166
  nChanged 38
Iteration 346Q (91260.720000 sec): 81 clusters
  Score: Raw -289233694.370218 + Penalty 286545.140364 = -288947149.229854
  nChanged 21
Iteration 347Q (91515.150000 sec): 81 clusters
  Score: Raw -289233694.859987 + Penalty 286545.140364 = -288947149.719623
  nChanged 20
Iteration 348Q (91770.300000 sec): 81 clusters
  Score: Raw -289233695.361589 + Penalty 286545.140364 = -288947150.221225
  nChanged 14
Iteration 349Q (92071.120000 sec): 81 clusters
  Score: Raw -289233695.850048 + Penalty 286545.140364 = -288947150.709684
  nChanged 14
Iteration 350Q (92354.170000 sec): 81 clusters
  Score: Raw -289233696.034394 + Penalty 286545.140364 = -288947150.894030
  nChanged 8
Iteration 351Q (92628.130000 sec): 81 clusters
  Score: Raw -289233696.150176 + Penalty 286545.140364 = -288947151.009812
  nChanged 5
Iteration 352Q (92905.320000 sec): 81 clusters
  Score: Raw -289233696.225189 + Penalty 286545.140364 = -288947151.084825
  nChanged 4
Iteration 353Q (93170.130000 sec): 81 clusters
  Score: Raw -289233696.263190 + Penalty 286545.140364 = -288947151.122826
  nChanged 0
Iteration 354F (93638.300000 sec): 81 clusters
  Score: Raw -289233696.263190 + Penalty 286545.140364 = -288947151.122826
  nChanged 0
Compute initial score before splitting:   Score: Raw -289233696.263190 + Penalty 286545.140364 = -288947151.122826
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (4999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93638.430000 sec): 2 clusters
  Score: Raw -792689.087912 + Penalty 2112.214307 = -790576.873606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93638.630000 sec): 3 clusters
  Score: Raw -790206.106823 + Penalty 4224.428613 = -785981.678210
  nChanged 1926
		SP:Iteration 1F (93638.820000 sec): 3 clusters
  Score: Raw -791398.922931 + Penalty 4224.428613 = -787174.494318
  nChanged 370
		SP:Iteration 2F (93639.050000 sec): 3 clusters
  Score: Raw -791630.652053 + Penalty 4224.428613 = -787406.223440
  nChanged 240
		SP:Iteration 3Q (93639.190000 sec): 3 clusters
  Score: Raw -791780.801464 + Penalty 4224.428613 = -787556.372851
  nChanged 208
		SP:Iteration 4Q (93639.390000 sec): 3 clusters
  Score: Raw -791898.649285 + Penalty 4224.428613 = -787674.220672
  nChanged 181
		SP:Iteration 5Q (93639.560000 sec): 3 clusters
  Score: Raw -791999.042629 + Penalty 4224.428613 = -787774.614016
  nChanged 179
		SP:Iteration 6Q (93639.760000 sec): 3 clusters
  Score: Raw -792101.065764 + Penalty 4224.428613 = -787876.637151
  nChanged 146
		SP:Iteration 7Q (93639.960000 sec): 3 clusters
  Score: Raw -792182.255834 + Penalty 4224.428613 = -787957.827221
  nChanged 128
		SP:Iteration 8Q (93640.170000 sec): 3 clusters
  Score: Raw -792257.167214 + Penalty 4224.428613 = -788032.738601
  nChanged 142
		SP:Iteration 9Q (93640.370000 sec): 3 clusters
  Score: Raw -792344.232347 + Penalty 4224.428613 = -788119.803734
  nChanged 135
		SP:Iteration 10Q (93640.570000 sec): 3 clusters
  Score: Raw -792428.910451 + Penalty 4224.428613 = -788204.481838
  nChanged 148
		SP:Iteration 11Q (93640.780000 sec): 3 clusters
  Score: Raw -792514.096175 + Penalty 4224.428613 = -788289.667562
  nChanged 126
		SP:Iteration 12Q (93640.980000 sec): 3 clusters
  Score: Raw -792578.891634 + Penalty 4224.428613 = -788354.463021
  nChanged 102
		SP:Iteration 13Q (93641.180000 sec): 3 clusters
  Score: Raw -792629.230823 + Penalty 4224.428613 = -788404.802210
  nChanged 88
		SP:Iteration 14Q (93641.380000 sec): 3 clusters
  Score: Raw -792679.489960 + Penalty 4224.428613 = -788455.061347
  nChanged 89
		SP:Iteration 15Q (93641.550000 sec): 3 clusters
  Score: Raw -792720.040564 + Penalty 4224.428613 = -788495.611951
  nChanged 57
		SP:Iteration 16Q (93641.740000 sec): 3 clusters
  Score: Raw -792743.520493 + Penalty 4224.428613 = -788519.091880
  nChanged 47
		SP:Iteration 17Q (93641.920000 sec): 3 clusters
  Score: Raw -792762.524178 + Penalty 4224.428613 = -788538.095565
  nChanged 43
		SP:Iteration 18Q (93642.150000 sec): 3 clusters
  Score: Raw -792777.720484 + Penalty 4224.428613 = -788553.291871
  nChanged 30
		SP:Iteration 19Q (93642.280000 sec): 3 clusters
  Score: Raw -792790.817907 + Penalty 4224.428613 = -788566.389294
  nChanged 33
		SP:Iteration 20F (93642.480000 sec): 3 clusters
  Score: Raw -792803.471556 + Penalty 4224.428613 = -788579.042943
  nChanged 33
		SP:Iteration 21Q (93642.680000 sec): 3 clusters
  Score: Raw -792816.557127 + Penalty 4224.428613 = -788592.128514
  nChanged 26
		SP:Iteration 22Q (93642.890000 sec): 3 clusters
  Score: Raw -792828.021641 + Penalty 4224.428613 = -788603.593028
  nChanged 19
		SP:Iteration 23Q (93643.050000 sec): 3 clusters
  Score: Raw -792834.502272 + Penalty 4224.428613 = -788610.073659
  nChanged 20
		SP:Iteration 24Q (93643.210000 sec): 3 clusters
  Score: Raw -792841.998609 + Penalty 4224.428613 = -788617.569996
  nChanged 19
		SP:Iteration 25Q (93643.370000 sec): 3 clusters
  Score: Raw -792849.483441 + Penalty 4224.428613 = -788625.054828
  nChanged 19
		SP:Iteration 26Q (93643.530000 sec): 3 clusters
  Score: Raw -792855.365123 + Penalty 4224.428613 = -788630.936510
  nChanged 9
		SP:Iteration 27Q (93643.730000 sec): 3 clusters
  Score: Raw -792858.326725 + Penalty 4224.428613 = -788633.898111
  nChanged 9
		SP:Iteration 28Q (93643.940000 sec): 3 clusters
  Score: Raw -792862.194355 + Penalty 4224.428613 = -788637.765742
  nChanged 14
		SP:Iteration 29Q (93644.140000 sec): 3 clusters
  Score: Raw -792869.154933 + Penalty 4224.428613 = -788644.726320
  nChanged 17
		SP:Iteration 30Q (93644.340000 sec): 3 clusters
  Score: Raw -792876.106199 + Penalty 4224.428613 = -788651.677586
  nChanged 20
		SP:Iteration 31Q (93644.540000 sec): 3 clusters
  Score: Raw -792883.705644 + Penalty 4224.428613 = -788659.277031
  nChanged 15
		SP:Iteration 32Q (93644.730000 sec): 3 clusters
  Score: Raw -792889.997295 + Penalty 4224.428613 = -788665.568682
  nChanged 16
		SP:Iteration 33Q (93644.920000 sec): 3 clusters
  Score: Raw -792895.561262 + Penalty 4224.428613 = -788671.132649
  nChanged 10
		SP:Iteration 34Q (93645.120000 sec): 3 clusters
  Score: Raw -792898.443967 + Penalty 4224.428613 = -788674.015354
  nChanged 8
		SP:Iteration 35Q (93645.280000 sec): 3 clusters
  Score: Raw -792901.125424 + Penalty 4224.428613 = -788676.696811
  nChanged 8
		SP:Iteration 36Q (93645.490000 sec): 3 clusters
  Score: Raw -792903.833671 + Penalty 4224.428613 = -788679.405058
  nChanged 8
		SP:Iteration 37Q (93645.650000 sec): 3 clusters
  Score: Raw -792907.384042 + Penalty 4224.428613 = -788682.955429
  nChanged 7
		SP:Iteration 38Q (93645.810000 sec): 3 clusters
  Score: Raw -792909.499869 + Penalty 4224.428613 = -788685.071256
  nChanged 8
		SP:Iteration 39Q (93645.970000 sec): 3 clusters
  Score: Raw -792912.426239 + Penalty 4224.428613 = -788687.997626
  nChanged 8
		SP:Iteration 40F (93646.130000 sec): 3 clusters
  Score: Raw -792914.923027 + Penalty 4224.428613 = -788690.494413
  nChanged 7
		SP:Iteration 41Q (93646.290000 sec): 3 clusters
  Score: Raw -792916.705686 + Penalty 4224.428613 = -788692.277073
  nChanged 9
		SP:Iteration 42Q (93646.450000 sec): 3 clusters
  Score: Raw -792919.953948 + Penalty 4224.428613 = -788695.525335
  nChanged 8
		SP:Iteration 43Q (93646.610000 sec): 3 clusters
  Score: Raw -792923.328655 + Penalty 4224.428613 = -788698.900042
  nChanged 11
		SP:Iteration 44Q (93646.770000 sec): 3 clusters
  Score: Raw -792928.180004 + Penalty 4224.428613 = -788703.751391
  nChanged 12
		SP:Iteration 45Q (93646.960000 sec): 3 clusters
  Score: Raw -792932.231732 + Penalty 4224.428613 = -788707.803119
  nChanged 9
		SP:Iteration 46Q (93647.160000 sec): 3 clusters
  Score: Raw -792936.265562 + Penalty 4224.428613 = -788711.836949
  nChanged 8
		SP:Iteration 47Q (93647.290000 sec): 3 clusters
  Score: Raw -792939.559399 + Penalty 4224.428613 = -788715.130786
  nChanged 10
		SP:Iteration 48Q (93647.470000 sec): 3 clusters
  Score: Raw -792944.257961 + Penalty 4224.428613 = -788719.829348
  nChanged 8
		SP:Iteration 49Q (93647.660000 sec): 3 clusters
  Score: Raw -792947.718793 + Penalty 4224.428613 = -788723.290180
  nChanged 8
		SP:Iteration 50Q (93647.850000 sec): 3 clusters
  Score: Raw -792950.779180 + Penalty 4224.428613 = -788726.350567
  nChanged 8
		SP:Iteration 51Q (93647.990000 sec): 3 clusters
  Score: Raw -792953.560978 + Penalty 4224.428613 = -788729.132365
  nChanged 13
		SP:Iteration 52Q (93648.180000 sec): 3 clusters
  Score: Raw -792958.297452 + Penalty 4224.428613 = -788733.868839
  nChanged 13
		SP:Iteration 53Q (93648.330000 sec): 3 clusters
  Score: Raw -792963.057224 + Penalty 4224.428613 = -788738.628611
  nChanged 14
		SP:Iteration 54Q (93648.480000 sec): 3 clusters
  Score: Raw -792968.220836 + Penalty 4224.428613 = -788743.792223
  nChanged 19
		SP:Iteration 55Q (93648.630000 sec): 3 clusters
  Score: Raw -792974.239467 + Penalty 4224.428613 = -788749.810854
  nChanged 15
		SP:Iteration 56Q (93648.770000 sec): 3 clusters
  Score: Raw -792981.296583 + Penalty 4224.428613 = -788756.867970
  nChanged 18
		SP:Iteration 57Q (93648.920000 sec): 3 clusters
  Score: Raw -792989.672077 + Penalty 4224.428613 = -788765.243463
  nChanged 17
		SP:Iteration 58Q (93649.070000 sec): 3 clusters
  Score: Raw -792998.080999 + Penalty 4224.428613 = -788773.652386
  nChanged 21
		SP:Iteration 59Q (93649.220000 sec): 3 clusters
  Score: Raw -793007.623219 + Penalty 4224.428613 = -788783.194606
  nChanged 23
		SP:Iteration 60F (93649.380000 sec): 3 clusters
  Score: Raw -793019.773557 + Penalty 4224.428613 = -788795.344944
  nChanged 21
		SP:Iteration 61Q (93649.560000 sec): 3 clusters
  Score: Raw -793035.038414 + Penalty 4224.428613 = -788810.609801
  nChanged 34
		SP:Iteration 62Q (93649.780000 sec): 3 clusters
  Score: Raw -793052.554849 + Penalty 4224.428613 = -788828.126236
  nChanged 37
		SP:Iteration 63Q (93649.950000 sec): 3 clusters
  Score: Raw -793072.721036 + Penalty 4224.428613 = -788848.292423
  nChanged 29
		SP:Iteration 64Q (93650.150000 sec): 3 clusters
  Score: Raw -793091.393902 + Penalty 4224.428613 = -788866.965289
  nChanged 34
		SP:Iteration 65Q (93650.350000 sec): 3 clusters
  Score: Raw -793114.993206 + Penalty 4224.428613 = -788890.564593
  nChanged 36
		SP:Iteration 66Q (93650.560000 sec): 3 clusters
  Score: Raw -793138.042799 + Penalty 4224.428613 = -788913.614186
  nChanged 42
		SP:Iteration 67Q (93650.760000 sec): 3 clusters
  Score: Raw -793166.489104 + Penalty 4224.428613 = -788942.060491
  nChanged 38
		SP:Iteration 68Q (93650.960000 sec): 3 clusters
  Score: Raw -793187.265822 + Penalty 4224.428613 = -788962.837209
  nChanged 20
		SP:Iteration 69Q (93651.170000 sec): 3 clusters
  Score: Raw -793198.581285 + Penalty 4224.428613 = -788974.152672
  nChanged 21
		SP:Iteration 70Q (93651.330000 sec): 3 clusters
  Score: Raw -793208.168790 + Penalty 4224.428613 = -788983.740177
  nChanged 14
		SP:Iteration 71Q (93651.490000 sec): 3 clusters
  Score: Raw -793215.163872 + Penalty 4224.428613 = -788990.735259
  nChanged 8
		SP:Iteration 72Q (93651.690000 sec): 3 clusters
  Score: Raw -793219.352788 + Penalty 4224.428613 = -788994.924175
  nChanged 11
		SP:Iteration 73Q (93651.850000 sec): 3 clusters
  Score: Raw -793223.829625 + Penalty 4224.428613 = -788999.401012
  nChanged 8
		SP:Iteration 74Q (93652.030000 sec): 3 clusters
  Score: Raw -793227.884103 + Penalty 4224.428613 = -789003.455490
  nChanged 7
		SP:Iteration 75Q (93652.210000 sec): 3 clusters
  Score: Raw -793230.062048 + Penalty 4224.428613 = -789005.633435
  nChanged 3
		SP:Iteration 76Q (93652.370000 sec): 3 clusters
  Score: Raw -793230.993968 + Penalty 4224.428613 = -789006.565355
  nChanged 2
		SP:Iteration 77Q (93652.560000 sec): 3 clusters
  Score: Raw -793231.794543 + Penalty 4224.428613 = -789007.365930
  nChanged 3
		SP:Iteration 78Q (93652.710000 sec): 3 clusters
  Score: Raw -793232.999142 + Penalty 4224.428613 = -789008.570529
  nChanged 0
		SP:Iteration 79F (93652.910000 sec): 3 clusters
  Score: Raw -793232.999142 + Penalty 4224.428613 = -789008.570529
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (130729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93653.870000 sec): 2 clusters
  Score: Raw -21194235.835272 + Penalty 2921.658676 = -21191314.176597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93654.840000 sec): 3 clusters
  Score: Raw -21109457.684899 + Penalty 5843.317352 = -21103614.367547
  nChanged 62338
		SP:Iteration 1F (93655.950000 sec): 3 clusters
  Score: Raw -21146193.413069 + Penalty 5843.317352 = -21140350.095717
  nChanged 5482
		SP:Iteration 2Q (93657.010000 sec): 3 clusters
  Score: Raw -21148182.148528 + Penalty 5843.317352 = -21142338.831177
  nChanged 7110
		SP:Iteration 3F (93658.030000 sec): 3 clusters
  Score: Raw -21151639.498841 + Penalty 5843.317352 = -21145796.181490
  nChanged 8969
		SP:Iteration 4F (93659.000000 sec): 3 clusters
  Score: Raw -21157293.030118 + Penalty 5843.317352 = -21151449.712766
  nChanged 10408
		SP:Iteration 5F (93660.070000 sec): 3 clusters
  Score: Raw -21165283.737922 + Penalty 5843.317352 = -21159440.420571
  nChanged 10697
		SP:Iteration 6F (93661.290000 sec): 3 clusters
  Score: Raw -21174747.229733 + Penalty 5843.317352 = -21168903.912382
  nChanged 9327
		SP:Iteration 7F (93662.460000 sec): 3 clusters
  Score: Raw -21183932.816691 + Penalty 5843.317352 = -21178089.499340
  nChanged 6309
		SP:Iteration 8Q (93663.870000 sec): 3 clusters
  Score: Raw -21190454.168958 + Penalty 5843.317352 = -21184610.851607
  nChanged 2859
		SP:Iteration 9Q (93665.160000 sec): 3 clusters
  Score: Raw -21193324.079972 + Penalty 5843.317352 = -21187480.762621
  nChanged 761
		SP:Iteration 10Q (93666.140000 sec): 3 clusters
  Score: Raw -21194121.035337 + Penalty 5843.317352 = -21188277.717985
  nChanged 153
		SP:Iteration 11Q (93667.200000 sec): 3 clusters
  Score: Raw -21194345.825800 + Penalty 5843.317352 = -21188502.508448
  nChanged 38
		SP:Iteration 12Q (93668.390000 sec): 3 clusters
  Score: Raw -21194420.260795 + Penalty 5843.317352 = -21188576.943444
  nChanged 31
		SP:Iteration 13Q (93669.600000 sec): 3 clusters
  Score: Raw -21194470.400397 + Penalty 5843.317352 = -21188627.083045
  nChanged 13
		SP:Iteration 14Q (93670.910000 sec): 3 clusters
  Score: Raw -21194498.205085 + Penalty 5843.317352 = -21188654.887734
  nChanged 12
		SP:Iteration 15Q (93672.240000 sec): 3 clusters
  Score: Raw -21194523.068829 + Penalty 5843.317352 = -21188679.751478
  nChanged 5
		SP:Iteration 16Q (93673.400000 sec): 3 clusters
  Score: Raw -21194532.565369 + Penalty 5843.317352 = -21188689.248017
  nChanged 4
		SP:Iteration 17Q (93674.350000 sec): 3 clusters
  Score: Raw -21194541.059188 + Penalty 5843.317352 = -21188697.741836
  nChanged 3
		SP:Iteration 18Q (93675.410000 sec): 3 clusters
  Score: Raw -21194548.213461 + Penalty 5843.317352 = -21188704.896110
  nChanged 5
		SP:Iteration 19Q (93676.530000 sec): 3 clusters
  Score: Raw -21194559.872777 + Penalty 5843.317352 = -21188716.555426
  nChanged 1
		SP:Iteration 20F (93677.760000 sec): 3 clusters
  Score: Raw -21194560.355269 + Penalty 5843.317352 = -21188717.037918
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93677.920000 sec): 2 clusters
  Score: Raw -1338905.805416 + Penalty 2255.709468 = -1336650.095947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93678.140000 sec): 3 clusters
  Score: Raw -1334127.665378 + Penalty 4511.418936 = -1329616.246441
  nChanged 3616
		SP:Iteration 1F (93678.310000 sec): 3 clusters
  Score: Raw -1336259.634468 + Penalty 4511.418936 = -1331748.215531
  nChanged 708
		SP:Iteration 2F (93678.510000 sec): 3 clusters
  Score: Raw -1336728.934795 + Penalty 4511.418936 = -1332217.515858
  nChanged 591
		SP:Iteration 3F (93678.710000 sec): 3 clusters
  Score: Raw -1337131.692741 + Penalty 4511.418936 = -1332620.273804
  nChanged 515
		SP:Iteration 4F (93678.920000 sec): 3 clusters
  Score: Raw -1337459.309823 + Penalty 4511.418936 = -1332947.890886
  nChanged 450
		SP:Iteration 5F (93679.130000 sec): 3 clusters
  Score: Raw -1337740.566865 + Penalty 4511.418936 = -1333229.147928
  nChanged 400
		SP:Iteration 6Q (93679.330000 sec): 3 clusters
  Score: Raw -1338004.269022 + Penalty 4511.418936 = -1333492.850086
  nChanged 372
		SP:Iteration 7Q (93679.530000 sec): 3 clusters
  Score: Raw -1338252.135601 + Penalty 4511.418936 = -1333740.716664
  nChanged 315
		SP:Iteration 8Q (93679.740000 sec): 3 clusters
  Score: Raw -1338467.270354 + Penalty 4511.418936 = -1333955.851418
  nChanged 292
		SP:Iteration 9Q (93679.950000 sec): 3 clusters
  Score: Raw -1338663.773463 + Penalty 4511.418936 = -1334152.354526
  nChanged 262
		SP:Iteration 10Q (93680.140000 sec): 3 clusters
  Score: Raw -1338836.309842 + Penalty 4511.418936 = -1334324.890906
  nChanged 235
		SP:Iteration 11Q (93680.290000 sec): 3 clusters
  Score: Raw -1338997.739843 + Penalty 4511.418936 = -1334486.320906
  nChanged 217
		SP:Iteration 12Q (93680.490000 sec): 3 clusters
  Score: Raw -1339153.899716 + Penalty 4511.418936 = -1334642.480780
  nChanged 209
		SP:Iteration 13Q (93680.730000 sec): 3 clusters
  Score: Raw -1339286.438254 + Penalty 4511.418936 = -1334775.019318
  nChanged 169
		SP:Iteration 14Q (93680.940000 sec): 3 clusters
  Score: Raw -1339390.626314 + Penalty 4511.418936 = -1334879.207377
  nChanged 150
		SP:Iteration 15Q (93681.150000 sec): 3 clusters
  Score: Raw -1339485.857112 + Penalty 4511.418936 = -1334974.438175
  nChanged 124
		SP:Iteration 16Q (93681.360000 sec): 3 clusters
  Score: Raw -1339567.047160 + Penalty 4511.418936 = -1335055.628223
  nChanged 110
		SP:Iteration 17Q (93681.560000 sec): 3 clusters
  Score: Raw -1339629.025003 + Penalty 4511.418936 = -1335117.606066
  nChanged 91
		SP:Iteration 18Q (93681.810000 sec): 3 clusters
  Score: Raw -1339684.125820 + Penalty 4511.418936 = -1335172.706884
  nChanged 72
		SP:Iteration 19Q (93681.990000 sec): 3 clusters
  Score: Raw -1339722.837920 + Penalty 4511.418936 = -1335211.418984
  nChanged 66
		SP:Iteration 20F (93682.190000 sec): 3 clusters
  Score: Raw -1339755.913541 + Penalty 4511.418936 = -1335244.494604
  nChanged 57
		SP:Iteration 21Q (93682.380000 sec): 3 clusters
  Score: Raw -1339784.515118 + Penalty 4511.418936 = -1335273.096182
  nChanged 46
		SP:Iteration 22Q (93682.590000 sec): 3 clusters
  Score: Raw -1339806.689508 + Penalty 4511.418936 = -1335295.270572
  nChanged 38
		SP:Iteration 23Q (93682.750000 sec): 3 clusters
  Score: Raw -1339822.559292 + Penalty 4511.418936 = -1335311.140355
  nChanged 37
		SP:Iteration 24Q (93683.000000 sec): 3 clusters
  Score: Raw -1339837.930704 + Penalty 4511.418936 = -1335326.511768
  nChanged 26
		SP:Iteration 25Q (93683.170000 sec): 3 clusters
  Score: Raw -1339845.274513 + Penalty 4511.418936 = -1335333.855576
  nChanged 14
		SP:Iteration 26Q (93683.380000 sec): 3 clusters
  Score: Raw -1339849.882295 + Penalty 4511.418936 = -1335338.463359
  nChanged 14
		SP:Iteration 27Q (93683.590000 sec): 3 clusters
  Score: Raw -1339855.067340 + Penalty 4511.418936 = -1335343.648404
  nChanged 14
		SP:Iteration 28Q (93683.810000 sec): 3 clusters
  Score: Raw -1339861.631078 + Penalty 4511.418936 = -1335350.212142
  nChanged 16
		SP:Iteration 29Q (93684.030000 sec): 3 clusters
  Score: Raw -1339866.972793 + Penalty 4511.418936 = -1335355.553856
  nChanged 18
		SP:Iteration 30Q (93684.240000 sec): 3 clusters
  Score: Raw -1339871.262459 + Penalty 4511.418936 = -1335359.843523
  nChanged 8
		SP:Iteration 31Q (93684.460000 sec): 3 clusters
  Score: Raw -1339872.722998 + Penalty 4511.418936 = -1335361.304062
  nChanged 7
		SP:Iteration 32Q (93684.700000 sec): 3 clusters
  Score: Raw -1339873.880304 + Penalty 4511.418936 = -1335362.461368
  nChanged 5
		SP:Iteration 33Q (93684.860000 sec): 3 clusters
  Score: Raw -1339875.000094 + Penalty 4511.418936 = -1335363.581157
  nChanged 7
		SP:Iteration 34Q (93685.110000 sec): 3 clusters
  Score: Raw -1339876.683949 + Penalty 4511.418936 = -1335365.265012
  nChanged 9
		SP:Iteration 35Q (93685.310000 sec): 3 clusters
  Score: Raw -1339880.382170 + Penalty 4511.418936 = -1335368.963234
  nChanged 6
		SP:Iteration 36Q (93685.520000 sec): 3 clusters
  Score: Raw -1339881.654021 + Penalty 4511.418936 = -1335370.235084
  nChanged 2
		SP:Iteration 37Q (93685.720000 sec): 3 clusters
  Score: Raw -1339882.050901 + Penalty 4511.418936 = -1335370.631964
  nChanged 1
		SP:Iteration 38Q (93685.930000 sec): 3 clusters
  Score: Raw -1339882.193051 + Penalty 4511.418936 = -1335370.774114
  nChanged 1
		SP:Iteration 39Q (93686.140000 sec): 3 clusters
  Score: Raw -1339882.281255 + Penalty 4511.418936 = -1335370.862318
  nChanged 1
		SP:Iteration 40F (93686.340000 sec): 3 clusters
  Score: Raw -1339882.562593 + Penalty 4511.418936 = -1335371.143656
  nChanged 4
		SP:Iteration 41Q (93686.570000 sec): 3 clusters
  Score: Raw -1339883.380749 + Penalty 4511.418936 = -1335371.961813
  nChanged 1
		SP:Iteration 42Q (93686.800000 sec): 3 clusters
  Score: Raw -1339883.617614 + Penalty 4511.418936 = -1335372.198678
  nChanged 3
		SP:Iteration 43Q (93686.970000 sec): 3 clusters
  Score: Raw -1339884.464372 + Penalty 4511.418936 = -1335373.045436
  nChanged 2
		SP:Iteration 44Q (93687.170000 sec): 3 clusters
  Score: Raw -1339884.746672 + Penalty 4511.418936 = -1335373.327736
  nChanged 0
		SP:Iteration 45F (93687.410000 sec): 3 clusters
  Score: Raw -1339884.746672 + Penalty 4511.418936 = -1335373.327736
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (137167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93688.310000 sec): 2 clusters
  Score: Raw -22374480.812209 + Penalty 2933.580701 = -22371547.231508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93689.550000 sec): 3 clusters
  Score: Raw -22285836.263716 + Penalty 5867.161403 = -22279969.102313
  nChanged 65367
		SP:Iteration 1F (93690.550000 sec): 3 clusters
  Score: Raw -22323144.747281 + Penalty 5867.161403 = -22317277.585878
  nChanged 4387
		SP:Iteration 2Q (93691.740000 sec): 3 clusters
  Score: Raw -22324213.778118 + Penalty 5867.161403 = -22318346.616715
  nChanged 5122
		SP:Iteration 3Q (93692.930000 sec): 3 clusters
  Score: Raw -22325752.810904 + Penalty 5867.161403 = -22319885.649501
  nChanged 6329
		SP:Iteration 4Q (93694.000000 sec): 3 clusters
  Score: Raw -22328291.914624 + Penalty 5867.161403 = -22322424.753222
  nChanged 8175
		SP:Iteration 5F (93695.000000 sec): 3 clusters
  Score: Raw -22332769.101148 + Penalty 5867.161403 = -22326901.939746
  nChanged 10359
		SP:Iteration 6F (93696.090000 sec): 3 clusters
  Score: Raw -22340129.854456 + Penalty 5867.161403 = -22334262.693054
  nChanged 11588
		SP:Iteration 7F (93697.180000 sec): 3 clusters
  Score: Raw -22349944.475645 + Penalty 5867.161403 = -22344077.314242
  nChanged 10797
		SP:Iteration 8F (93698.430000 sec): 3 clusters
  Score: Raw -22360459.207233 + Penalty 5867.161403 = -22354592.045830
  nChanged 7935
		SP:Iteration 9F (93699.720000 sec): 3 clusters
  Score: Raw -22368558.655938 + Penalty 5867.161403 = -22362691.494535
  nChanged 3993
		SP:Iteration 10Q (93701.070000 sec): 3 clusters
  Score: Raw -22372505.616052 + Penalty 5867.161403 = -22366638.454649
  nChanged 1490
		SP:Iteration 11Q (93702.350000 sec): 3 clusters
  Score: Raw -22373933.593019 + Penalty 5867.161403 = -22368066.431617
  nChanged 468
		SP:Iteration 12Q (93703.400000 sec): 3 clusters
  Score: Raw -22374412.151249 + Penalty 5867.161403 = -22368544.989846
  nChanged 146
		SP:Iteration 13Q (93704.320000 sec): 3 clusters
  Score: Raw -22374570.689560 + Penalty 5867.161403 = -22368703.528157
  nChanged 64
		SP:Iteration 14Q (93705.250000 sec): 3 clusters
  Score: Raw -22374662.677589 + Penalty 5867.161403 = -22368795.516186
  nChanged 34
		SP:Iteration 15Q (93706.360000 sec): 3 clusters
  Score: Raw -22374717.706486 + Penalty 5867.161403 = -22368850.545083
  nChanged 20
		SP:Iteration 16Q (93707.500000 sec): 3 clusters
  Score: Raw -22374750.853471 + Penalty 5867.161403 = -22368883.692068
  nChanged 14
		SP:Iteration 17Q (93708.620000 sec): 3 clusters
  Score: Raw -22374768.533599 + Penalty 5867.161403 = -22368901.372196
  nChanged 6
		SP:Iteration 18Q (93709.740000 sec): 3 clusters
  Score: Raw -22374777.817775 + Penalty 5867.161403 = -22368910.656372
  nChanged 7
		SP:Iteration 19Q (93710.860000 sec): 3 clusters
  Score: Raw -22374788.854743 + Penalty 5867.161403 = -22368921.693341
  nChanged 7
		SP:Iteration 20F (93712.010000 sec): 3 clusters
  Score: Raw -22374797.622027 + Penalty 5867.161403 = -22368930.460625
  nChanged 2
		SP:Iteration 21Q (93712.810000 sec): 3 clusters
  Score: Raw -22374800.493519 + Penalty 5867.161403 = -22368933.332117
  nChanged 2
		SP:Iteration 22Q (93713.730000 sec): 3 clusters
  Score: Raw -22374802.994404 + Penalty 5867.161403 = -22368935.833002
  nChanged 2
		SP:Iteration 23Q (93714.870000 sec): 3 clusters
  Score: Raw -22374805.039736 + Penalty 5867.161403 = -22368937.878334
  nChanged 1
		SP:Iteration 24Q (93716.020000 sec): 3 clusters
  Score: Raw -22374807.053911 + Penalty 5867.161403 = -22368939.892509
  nChanged 0
		SP:Iteration 25F (93717.230000 sec): 3 clusters
  Score: Raw -22374807.053911 + Penalty 5867.161403 = -22368939.892509
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (7812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93717.370000 sec): 2 clusters
  Score: Raw -1183216.600079 + Penalty 2222.927240 = -1180993.672838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93717.540000 sec): 3 clusters
  Score: Raw -1179210.082347 + Penalty 4445.854481 = -1174764.227866
  nChanged 3182
		SP:Iteration 1F (93717.710000 sec): 3 clusters
  Score: Raw -1181039.992772 + Penalty 4445.854481 = -1176594.138291
  nChanged 669
		SP:Iteration 2F (93717.900000 sec): 3 clusters
  Score: Raw -1181497.926584 + Penalty 4445.854481 = -1177052.072103
  nChanged 542
		SP:Iteration 3F (93718.100000 sec): 3 clusters
  Score: Raw -1181901.356688 + Penalty 4445.854481 = -1177455.502207
  nChanged 478
		SP:Iteration 4F (93718.290000 sec): 3 clusters
  Score: Raw -1182312.894039 + Penalty 4445.854481 = -1177867.039559
  nChanged 465
		SP:Iteration 5F (93718.500000 sec): 3 clusters
  Score: Raw -1182697.402048 + Penalty 4445.854481 = -1178251.547567
  nChanged 446
		SP:Iteration 6F (93718.720000 sec): 3 clusters
  Score: Raw -1183047.536527 + Penalty 4445.854481 = -1178601.682046
  nChanged 347
		SP:Iteration 7Q (93718.940000 sec): 3 clusters
  Score: Raw -1183321.509197 + Penalty 4445.854481 = -1178875.654716
  nChanged 256
		SP:Iteration 8Q (93719.150000 sec): 3 clusters
  Score: Raw -1183511.194534 + Penalty 4445.854481 = -1179065.340053
  nChanged 237
		SP:Iteration 9Q (93719.370000 sec): 3 clusters
  Score: Raw -1183692.630093 + Penalty 4445.854481 = -1179246.775612
  nChanged 205
		SP:Iteration 10Q (93719.590000 sec): 3 clusters
  Score: Raw -1183846.477726 + Penalty 4445.854481 = -1179400.623245
  nChanged 155
		SP:Iteration 11Q (93719.800000 sec): 3 clusters
  Score: Raw -1183955.143976 + Penalty 4445.854481 = -1179509.289496
  nChanged 129
		SP:Iteration 12Q (93720.020000 sec): 3 clusters
  Score: Raw -1184049.641128 + Penalty 4445.854481 = -1179603.786647
  nChanged 122
		SP:Iteration 13Q (93720.190000 sec): 3 clusters
  Score: Raw -1184132.736028 + Penalty 4445.854481 = -1179686.881547
  nChanged 97
		SP:Iteration 14Q (93720.380000 sec): 3 clusters
  Score: Raw -1184186.486707 + Penalty 4445.854481 = -1179740.632226
  nChanged 69
		SP:Iteration 15Q (93720.530000 sec): 3 clusters
  Score: Raw -1184216.210808 + Penalty 4445.854481 = -1179770.356328
  nChanged 44
		SP:Iteration 16Q (93720.820000 sec): 3 clusters
  Score: Raw -1184237.260505 + Penalty 4445.854481 = -1179791.406025
  nChanged 34
		SP:Iteration 17Q (93720.990000 sec): 3 clusters
  Score: Raw -1184249.304533 + Penalty 4445.854481 = -1179803.450052
  nChanged 22
		SP:Iteration 18Q (93721.190000 sec): 3 clusters
  Score: Raw -1184256.597906 + Penalty 4445.854481 = -1179810.743425
  nChanged 17
		SP:Iteration 19Q (93721.410000 sec): 3 clusters
  Score: Raw -1184263.266726 + Penalty 4445.854481 = -1179817.412245
  nChanged 20
		SP:Iteration 20F (93721.620000 sec): 3 clusters
  Score: Raw -1184269.603744 + Penalty 4445.854481 = -1179823.749263
  nChanged 18
		SP:Iteration 21Q (93721.880000 sec): 3 clusters
  Score: Raw -1184275.204097 + Penalty 4445.854481 = -1179829.349616
  nChanged 10
		SP:Iteration 22Q (93722.090000 sec): 3 clusters
  Score: Raw -1184277.733677 + Penalty 4445.854481 = -1179831.879196
  nChanged 7
		SP:Iteration 23Q (93722.300000 sec): 3 clusters
  Score: Raw -1184279.988298 + Penalty 4445.854481 = -1179834.133817
  nChanged 2
		SP:Iteration 24Q (93722.500000 sec): 3 clusters
  Score: Raw -1184280.398825 + Penalty 4445.854481 = -1179834.544344
  nChanged 4
		SP:Iteration 25Q (93722.680000 sec): 3 clusters
  Score: Raw -1184281.546873 + Penalty 4445.854481 = -1179835.692393
  nChanged 4
		SP:Iteration 26Q (93722.870000 sec): 3 clusters
  Score: Raw -1184283.143874 + Penalty 4445.854481 = -1179837.289393
  nChanged 5
		SP:Iteration 27Q (93723.080000 sec): 3 clusters
  Score: Raw -1184284.899049 + Penalty 4445.854481 = -1179839.044568
  nChanged 6
		SP:Iteration 28Q (93723.290000 sec): 3 clusters
  Score: Raw -1184286.559465 + Penalty 4445.854481 = -1179840.704984
  nChanged 5
		SP:Iteration 29Q (93723.510000 sec): 3 clusters
  Score: Raw -1184288.177796 + Penalty 4445.854481 = -1179842.323315
  nChanged 5
		SP:Iteration 30Q (93723.730000 sec): 3 clusters
  Score: Raw -1184289.194179 + Penalty 4445.854481 = -1179843.339698
  nChanged 6
		SP:Iteration 31Q (93723.960000 sec): 3 clusters
  Score: Raw -1184290.183124 + Penalty 4445.854481 = -1179844.328643
  nChanged 5
		SP:Iteration 32Q (93724.180000 sec): 3 clusters
  Score: Raw -1184291.870968 + Penalty 4445.854481 = -1179846.016488
  nChanged 5
		SP:Iteration 33Q (93724.400000 sec): 3 clusters
  Score: Raw -1184294.226439 + Penalty 4445.854481 = -1179848.371958
  nChanged 8
		SP:Iteration 34Q (93724.620000 sec): 3 clusters
  Score: Raw -1184297.831780 + Penalty 4445.854481 = -1179851.977299
  nChanged 7
		SP:Iteration 35Q (93724.850000 sec): 3 clusters
  Score: Raw -1184300.143851 + Penalty 4445.854481 = -1179854.289370
  nChanged 6
		SP:Iteration 36Q (93724.990000 sec): 3 clusters
  Score: Raw -1184301.951791 + Penalty 4445.854481 = -1179856.097311
  nChanged 11
		SP:Iteration 37Q (93725.150000 sec): 3 clusters
  Score: Raw -1184305.210826 + Penalty 4445.854481 = -1179859.356345
  nChanged 7
		SP:Iteration 38Q (93725.320000 sec): 3 clusters
  Score: Raw -1184306.952531 + Penalty 4445.854481 = -1179861.098050
  nChanged 4
		SP:Iteration 39Q (93725.530000 sec): 3 clusters
  Score: Raw -1184308.207890 + Penalty 4445.854481 = -1179862.353409
  nChanged 4
		SP:Iteration 40F (93725.740000 sec): 3 clusters
  Score: Raw -1184309.336913 + Penalty 4445.854481 = -1179863.482432
  nChanged 1
		SP:Iteration 41Q (93725.960000 sec): 3 clusters
  Score: Raw -1184309.430201 + Penalty 4445.854481 = -1179863.575720
  nChanged 0
		SP:Iteration 42F (93726.170000 sec): 3 clusters
  Score: Raw -1184309.430201 + Penalty 4445.854481 = -1179863.575720
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (18141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93726.440000 sec): 2 clusters
  Score: Raw -2989345.110748 + Penalty 2431.870603 = -2986913.240145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93726.730000 sec): 3 clusters
  Score: Raw -2978978.550120 + Penalty 4863.741205 = -2974114.808915
  nChanged 7873
		SP:Iteration 1F (93726.990000 sec): 3 clusters
  Score: Raw -2983065.873585 + Penalty 4863.741205 = -2978202.132380
  nChanged 896
		SP:Iteration 2Q (93727.320000 sec): 3 clusters
  Score: Raw -2983388.772081 + Penalty 4863.741205 = -2978525.030876
  nChanged 813
		SP:Iteration 3Q (93727.630000 sec): 3 clusters
  Score: Raw -2983663.146578 + Penalty 4863.741205 = -2978799.405373
  nChanged 703
		SP:Iteration 4Q (93727.990000 sec): 3 clusters
  Score: Raw -2983899.493779 + Penalty 4863.741205 = -2979035.752574
  nChanged 629
		SP:Iteration 5Q (93728.310000 sec): 3 clusters
  Score: Raw -2984104.517599 + Penalty 4863.741205 = -2979240.776394
  nChanged 570
		SP:Iteration 6Q (93728.650000 sec): 3 clusters
  Score: Raw -2984295.491262 + Penalty 4863.741205 = -2979431.750057
  nChanged 616
		SP:Iteration 7Q (93728.910000 sec): 3 clusters
  Score: Raw -2984524.035583 + Penalty 4863.741205 = -2979660.294378
  nChanged 691
		SP:Iteration 8Q (93729.220000 sec): 3 clusters
  Score: Raw -2984823.454150 + Penalty 4863.741205 = -2979959.712945
  nChanged 793
		SP:Iteration 9Q (93729.540000 sec): 3 clusters
  Score: Raw -2985217.762105 + Penalty 4863.741205 = -2980354.020900
  nChanged 887
		SP:Iteration 10Q (93729.860000 sec): 3 clusters
  Score: Raw -2985745.651348 + Penalty 4863.741205 = -2980881.910143
  nChanged 995
		SP:Iteration 11F (93730.140000 sec): 3 clusters
  Score: Raw -2986438.658525 + Penalty 4863.741205 = -2981574.917320
  nChanged 997
		SP:Iteration 12F (93730.510000 sec): 3 clusters
  Score: Raw -2987247.246652 + Penalty 4863.741205 = -2982383.505447
  nChanged 910
		SP:Iteration 13F (93730.720000 sec): 3 clusters
  Score: Raw -2988044.278853 + Penalty 4863.741205 = -2983180.537648
  nChanged 649
		SP:Iteration 14Q (93731.070000 sec): 3 clusters
  Score: Raw -2988639.909170 + Penalty 4863.741205 = -2983776.167965
  nChanged 424
		SP:Iteration 15Q (93731.340000 sec): 3 clusters
  Score: Raw -2989040.551878 + Penalty 4863.741205 = -2984176.810673
  nChanged 244
		SP:Iteration 16Q (93731.670000 sec): 3 clusters
  Score: Raw -2989291.762560 + Penalty 4863.741205 = -2984428.021355
  nChanged 128
		SP:Iteration 17Q (93731.950000 sec): 3 clusters
  Score: Raw -2989435.523646 + Penalty 4863.741205 = -2984571.782441
  nChanged 61
		SP:Iteration 18Q (93732.270000 sec): 3 clusters
  Score: Raw -2989512.566477 + Penalty 4863.741205 = -2984648.825272
  nChanged 38
		SP:Iteration 19Q (93732.550000 sec): 3 clusters
  Score: Raw -2989556.728987 + Penalty 4863.741205 = -2984692.987782
  nChanged 24
		SP:Iteration 20F (93732.860000 sec): 3 clusters
  Score: Raw -2989584.815593 + Penalty 4863.741205 = -2984721.074388
  nChanged 11
		SP:Iteration 21Q (93733.190000 sec): 3 clusters
  Score: Raw -2989594.369309 + Penalty 4863.741205 = -2984730.628104
  nChanged 4
		SP:Iteration 22Q (93733.470000 sec): 3 clusters
  Score: Raw -2989598.008566 + Penalty 4863.741205 = -2984734.267360
  nChanged 2
		SP:Iteration 23Q (93733.790000 sec): 3 clusters
  Score: Raw -2989600.455222 + Penalty 4863.741205 = -2984736.714017
  nChanged 2
		SP:Iteration 24Q (93734.070000 sec): 3 clusters
  Score: Raw -2989602.727787 + Penalty 4863.741205 = -2984738.986582
  nChanged 3
		SP:Iteration 25Q (93734.280000 sec): 3 clusters
  Score: Raw -2989605.631498 + Penalty 4863.741205 = -2984741.890293
  nChanged 2
		SP:Iteration 26Q (93734.600000 sec): 3 clusters
  Score: Raw -2989609.796307 + Penalty 4863.741205 = -2984746.055102
  nChanged 4
		SP:Iteration 27Q (93734.880000 sec): 3 clusters
  Score: Raw -2989617.110710 + Penalty 4863.741205 = -2984753.369505
  nChanged 4
		SP:Iteration 28Q (93735.150000 sec): 3 clusters
  Score: Raw -2989623.752428 + Penalty 4863.741205 = -2984760.011223
  nChanged 7
		SP:Iteration 29Q (93735.470000 sec): 3 clusters
  Score: Raw -2989630.665827 + Penalty 4863.741205 = -2984766.924622
  nChanged 2
		SP:Iteration 30Q (93735.750000 sec): 3 clusters
  Score: Raw -2989632.127418 + Penalty 4863.741205 = -2984768.386213
  nChanged 1
		SP:Iteration 31Q (93736.010000 sec): 3 clusters
  Score: Raw -2989632.627226 + Penalty 4863.741205 = -2984768.886021
  nChanged 1
		SP:Iteration 32Q (93736.320000 sec): 3 clusters
  Score: Raw -2989634.098214 + Penalty 4863.741205 = -2984770.357009
  nChanged 1
		SP:Iteration 33Q (93736.640000 sec): 3 clusters
  Score: Raw -2989635.428408 + Penalty 4863.741205 = -2984771.687203
  nChanged 0
		SP:Iteration 34F (93736.970000 sec): 3 clusters
  Score: Raw -2989635.428408 + Penalty 4863.741205 = -2984771.687203
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (3389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93737.100000 sec): 2 clusters
  Score: Raw -539485.912880 + Penalty 2015.815963 = -537470.096918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93737.310000 sec): 3 clusters
  Score: Raw -538015.742161 + Penalty 4031.631925 = -533984.110236
  nChanged 1193
		SP:Iteration 1F (93737.450000 sec): 3 clusters
  Score: Raw -538775.476520 + Penalty 4031.631925 = -534743.844595
  nChanged 267
		SP:Iteration 2F (93737.670000 sec): 3 clusters
  Score: Raw -538949.527356 + Penalty 4031.631925 = -534917.895431
  nChanged 165
		SP:Iteration 3Q (93737.810000 sec): 3 clusters
  Score: Raw -539068.857605 + Penalty 4031.631925 = -535037.225680
  nChanged 135
		SP:Iteration 4Q (93737.960000 sec): 3 clusters
  Score: Raw -539156.517636 + Penalty 4031.631925 = -535124.885711
  nChanged 119
		SP:Iteration 5Q (93738.070000 sec): 3 clusters
  Score: Raw -539235.377524 + Penalty 4031.631925 = -535203.745599
  nChanged 116
		SP:Iteration 6Q (93738.230000 sec): 3 clusters
  Score: Raw -539328.653512 + Penalty 4031.631925 = -535297.021587
  nChanged 128
		SP:Iteration 7Q (93738.460000 sec): 3 clusters
  Score: Raw -539449.392975 + Penalty 4031.631925 = -535417.761049
  nChanged 136
		SP:Iteration 8Q (93738.600000 sec): 3 clusters
  Score: Raw -539571.242856 + Penalty 4031.631925 = -535539.610931
  nChanged 138
		SP:Iteration 9Q (93738.780000 sec): 3 clusters
  Score: Raw -539696.206381 + Penalty 4031.631925 = -535664.574456
  nChanged 131
		SP:Iteration 10Q (93738.950000 sec): 3 clusters
  Score: Raw -539825.992026 + Penalty 4031.631925 = -535794.360101
  nChanged 111
		SP:Iteration 11Q (93739.120000 sec): 3 clusters
  Score: Raw -539931.840173 + Penalty 4031.631925 = -535900.208248
  nChanged 95
		SP:Iteration 12Q (93739.300000 sec): 3 clusters
  Score: Raw -540021.260593 + Penalty 4031.631925 = -535989.628668
  nChanged 82
		SP:Iteration 13Q (93739.480000 sec): 3 clusters
  Score: Raw -540094.749809 + Penalty 4031.631925 = -536063.117884
  nChanged 73
		SP:Iteration 14Q (93739.650000 sec): 3 clusters
  Score: Raw -540151.557940 + Penalty 4031.631925 = -536119.926015
  nChanged 63
		SP:Iteration 15Q (93739.830000 sec): 3 clusters
  Score: Raw -540198.753389 + Penalty 4031.631925 = -536167.121464
  nChanged 43
		SP:Iteration 16Q (93740.000000 sec): 3 clusters
  Score: Raw -540226.608969 + Penalty 4031.631925 = -536194.977044
  nChanged 24
		SP:Iteration 17Q (93740.180000 sec): 3 clusters
  Score: Raw -540240.007289 + Penalty 4031.631925 = -536208.375364
  nChanged 27
		SP:Iteration 18Q (93740.350000 sec): 3 clusters
  Score: Raw -540254.788914 + Penalty 4031.631925 = -536223.156989
  nChanged 23
		SP:Iteration 19Q (93740.530000 sec): 3 clusters
  Score: Raw -540268.414354 + Penalty 4031.631925 = -536236.782429
  nChanged 21
		SP:Iteration 20F (93740.720000 sec): 3 clusters
  Score: Raw -540282.856806 + Penalty 4031.631925 = -536251.224881
  nChanged 20
		SP:Iteration 21Q (93740.880000 sec): 3 clusters
  Score: Raw -540294.540097 + Penalty 4031.631925 = -536262.908172
  nChanged 14
		SP:Iteration 22Q (93741.070000 sec): 3 clusters
  Score: Raw -540302.915335 + Penalty 4031.631925 = -536271.283410
  nChanged 6
		SP:Iteration 23Q (93741.240000 sec): 3 clusters
  Score: Raw -540305.620570 + Penalty 4031.631925 = -536273.988645
  nChanged 8
		SP:Iteration 24Q (93741.420000 sec): 3 clusters
  Score: Raw -540310.691027 + Penalty 4031.631925 = -536279.059102
  nChanged 15
		SP:Iteration 25Q (93741.600000 sec): 3 clusters
  Score: Raw -540323.464359 + Penalty 4031.631925 = -536291.832434
  nChanged 14
		SP:Iteration 26Q (93741.770000 sec): 3 clusters
  Score: Raw -540332.752285 + Penalty 4031.631925 = -536301.120360
  nChanged 8
		SP:Iteration 27Q (93741.950000 sec): 3 clusters
  Score: Raw -540336.946704 + Penalty 4031.631925 = -536305.314779
  nChanged 5
		SP:Iteration 28Q (93742.120000 sec): 3 clusters
  Score: Raw -540338.712141 + Penalty 4031.631925 = -536307.080216
  nChanged 1
		SP:Iteration 29Q (93742.300000 sec): 3 clusters
  Score: Raw -540339.027234 + Penalty 4031.631925 = -536307.395309
  nChanged 0
		SP:Iteration 30F (93742.470000 sec): 3 clusters
  Score: Raw -540339.027234 + Penalty 4031.631925 = -536307.395309
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (7422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93742.580000 sec): 2 clusters
  Score: Raw -1050759.803298 + Penalty 2210.226553 = -1048549.576745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93742.830000 sec): 3 clusters
  Score: Raw -1046908.181524 + Penalty 4420.453105 = -1042487.728419
  nChanged 2966
		SP:Iteration 1F (93743.060000 sec): 3 clusters
  Score: Raw -1048661.655299 + Penalty 4420.453105 = -1044241.202193
  nChanged 640
		SP:Iteration 2F (93743.290000 sec): 3 clusters
  Score: Raw -1049162.562282 + Penalty 4420.453105 = -1044742.109177
  nChanged 568
		SP:Iteration 3F (93743.480000 sec): 3 clusters
  Score: Raw -1049633.956172 + Penalty 4420.453105 = -1045213.503066
  nChanged 488
		SP:Iteration 4F (93743.650000 sec): 3 clusters
  Score: Raw -1050086.427857 + Penalty 4420.453105 = -1045665.974752
  nChanged 464
		SP:Iteration 5F (93743.840000 sec): 3 clusters
  Score: Raw -1050512.061192 + Penalty 4420.453105 = -1046091.608087
  nChanged 424
		SP:Iteration 6F (93744.020000 sec): 3 clusters
  Score: Raw -1050866.449372 + Penalty 4420.453105 = -1046445.996266
  nChanged 349
		SP:Iteration 7Q (93744.200000 sec): 3 clusters
  Score: Raw -1051200.575186 + Penalty 4420.453105 = -1046780.122081
  nChanged 308
		SP:Iteration 8Q (93744.390000 sec): 3 clusters
  Score: Raw -1051486.867771 + Penalty 4420.453105 = -1047066.414666
  nChanged 264
		SP:Iteration 9Q (93744.580000 sec): 3 clusters
  Score: Raw -1051657.909085 + Penalty 4420.453105 = -1047237.455980
  nChanged 194
		SP:Iteration 10Q (93744.760000 sec): 3 clusters
  Score: Raw -1051787.319822 + Penalty 4420.453105 = -1047366.866716
  nChanged 159
		SP:Iteration 11Q (93744.940000 sec): 3 clusters
  Score: Raw -1051882.901863 + Penalty 4420.453105 = -1047462.448757
  nChanged 126
		SP:Iteration 12Q (93745.160000 sec): 3 clusters
  Score: Raw -1051954.841762 + Penalty 4420.453105 = -1047534.388657
  nChanged 108
		SP:Iteration 13Q (93745.380000 sec): 3 clusters
  Score: Raw -1052025.697732 + Penalty 4420.453105 = -1047605.244627
  nChanged 106
		SP:Iteration 14Q (93745.550000 sec): 3 clusters
  Score: Raw -1052083.751075 + Penalty 4420.453105 = -1047663.297969
  nChanged 97
		SP:Iteration 15Q (93745.730000 sec): 3 clusters
  Score: Raw -1052133.939053 + Penalty 4420.453105 = -1047713.485948
  nChanged 80
		SP:Iteration 16Q (93745.950000 sec): 3 clusters
  Score: Raw -1052165.886281 + Penalty 4420.453105 = -1047745.433176
  nChanged 67
		SP:Iteration 17Q (93746.090000 sec): 3 clusters
  Score: Raw -1052189.985277 + Penalty 4420.453105 = -1047769.532171
  nChanged 50
		SP:Iteration 18Q (93746.270000 sec): 3 clusters
  Score: Raw -1052208.919837 + Penalty 4420.453105 = -1047788.466732
  nChanged 38
		SP:Iteration 19Q (93746.450000 sec): 3 clusters
  Score: Raw -1052220.060086 + Penalty 4420.453105 = -1047799.606980
  nChanged 32
		SP:Iteration 20F (93746.640000 sec): 3 clusters
  Score: Raw -1052233.420372 + Penalty 4420.453105 = -1047812.967267
  nChanged 32
		SP:Iteration 21Q (93746.820000 sec): 3 clusters
  Score: Raw -1052245.340646 + Penalty 4420.453105 = -1047824.887541
  nChanged 25
		SP:Iteration 22Q (93747.070000 sec): 3 clusters
  Score: Raw -1052254.762409 + Penalty 4420.453105 = -1047834.309303
  nChanged 34
		SP:Iteration 23Q (93747.270000 sec): 3 clusters
  Score: Raw -1052268.510831 + Penalty 4420.453105 = -1047848.057726
  nChanged 35
		SP:Iteration 24Q (93747.450000 sec): 3 clusters
  Score: Raw -1052281.211835 + Penalty 4420.453105 = -1047860.758730
  nChanged 26
		SP:Iteration 25Q (93747.640000 sec): 3 clusters
  Score: Raw -1052291.648360 + Penalty 4420.453105 = -1047871.195255
  nChanged 34
		SP:Iteration 26Q (93747.820000 sec): 3 clusters
  Score: Raw -1052300.277787 + Penalty 4420.453105 = -1047879.824681
  nChanged 27
		SP:Iteration 27Q (93748.060000 sec): 3 clusters
  Score: Raw -1052306.683223 + Penalty 4420.453105 = -1047886.230117
  nChanged 25
		SP:Iteration 28Q (93748.240000 sec): 3 clusters
  Score: Raw -1052314.134044 + Penalty 4420.453105 = -1047893.680939
  nChanged 23
		SP:Iteration 29Q (93748.420000 sec): 3 clusters
  Score: Raw -1052319.841445 + Penalty 4420.453105 = -1047899.388339
  nChanged 18
		SP:Iteration 30Q (93748.620000 sec): 3 clusters
  Score: Raw -1052324.367042 + Penalty 4420.453105 = -1047903.913937
  nChanged 14
		SP:Iteration 31Q (93748.780000 sec): 3 clusters
  Score: Raw -1052327.556088 + Penalty 4420.453105 = -1047907.102983
  nChanged 11
		SP:Iteration 32Q (93748.980000 sec): 3 clusters
  Score: Raw -1052330.140564 + Penalty 4420.453105 = -1047909.687459
  nChanged 7
		SP:Iteration 33Q (93749.160000 sec): 3 clusters
  Score: Raw -1052331.301327 + Penalty 4420.453105 = -1047910.848222
  nChanged 5
		SP:Iteration 34Q (93749.350000 sec): 3 clusters
  Score: Raw -1052332.252233 + Penalty 4420.453105 = -1047911.799127
  nChanged 4
		SP:Iteration 35Q (93749.530000 sec): 3 clusters
  Score: Raw -1052333.297605 + Penalty 4420.453105 = -1047912.844500
  nChanged 3
		SP:Iteration 36Q (93749.760000 sec): 3 clusters
  Score: Raw -1052334.118622 + Penalty 4420.453105 = -1047913.665516
  nChanged 2
		SP:Iteration 37Q (93749.940000 sec): 3 clusters
  Score: Raw -1052334.649148 + Penalty 4420.453105 = -1047914.196043
  nChanged 1
		SP:Iteration 38Q (93750.130000 sec): 3 clusters
  Score: Raw -1052334.893984 + Penalty 4420.453105 = -1047914.440878
  nChanged 1
		SP:Iteration 39Q (93750.320000 sec): 3 clusters
  Score: Raw -1052335.086931 + Penalty 4420.453105 = -1047914.633826
  nChanged 1
		SP:Iteration 40F (93750.480000 sec): 3 clusters
  Score: Raw -1052335.126106 + Penalty 4420.453105 = -1047914.673001
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (6240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93750.640000 sec): 2 clusters
  Score: Raw -1003720.024271 + Penalty 2167.206394 = -1001552.817877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93750.780000 sec): 3 clusters
  Score: Raw -1000593.840029 + Penalty 4334.412789 = -996259.427240
  nChanged 2469
		SP:Iteration 1F (93750.970000 sec): 3 clusters
  Score: Raw -1002038.694151 + Penalty 4334.412789 = -997704.281362
  nChanged 483
		SP:Iteration 2F (93751.170000 sec): 3 clusters
  Score: Raw -1002363.273587 + Penalty 4334.412789 = -998028.860798
  nChanged 405
		SP:Iteration 3F (93751.360000 sec): 3 clusters
  Score: Raw -1002703.070785 + Penalty 4334.412789 = -998368.657996
  nChanged 381
		SP:Iteration 4F (93751.550000 sec): 3 clusters
  Score: Raw -1003067.054845 + Penalty 4334.412789 = -998732.642056
  nChanged 360
		SP:Iteration 5F (93751.750000 sec): 3 clusters
  Score: Raw -1003447.133260 + Penalty 4334.412789 = -999112.720471
  nChanged 337
		SP:Iteration 6F (93751.940000 sec): 3 clusters
  Score: Raw -1003810.040723 + Penalty 4334.412789 = -999475.627934
  nChanged 289
		SP:Iteration 7Q (93752.130000 sec): 3 clusters
  Score: Raw -1004124.198413 + Penalty 4334.412789 = -999789.785624
  nChanged 280
		SP:Iteration 8Q (93752.330000 sec): 3 clusters
  Score: Raw -1004342.825902 + Penalty 4334.412789 = -1000008.413113
  nChanged 207
		SP:Iteration 9Q (93752.520000 sec): 3 clusters
  Score: Raw -1004482.500607 + Penalty 4334.412789 = -1000148.087818
  nChanged 168
		SP:Iteration 10Q (93752.730000 sec): 3 clusters
  Score: Raw -1004590.409344 + Penalty 4334.412789 = -1000255.996555
  nChanged 146
		SP:Iteration 11Q (93752.880000 sec): 3 clusters
  Score: Raw -1004684.265956 + Penalty 4334.412789 = -1000349.853167
  nChanged 135
		SP:Iteration 12Q (93753.060000 sec): 3 clusters
  Score: Raw -1004769.258829 + Penalty 4334.412789 = -1000434.846040
  nChanged 114
		SP:Iteration 13Q (93753.210000 sec): 3 clusters
  Score: Raw -1004843.079837 + Penalty 4334.412789 = -1000508.667048
  nChanged 117
		SP:Iteration 14Q (93753.390000 sec): 3 clusters
  Score: Raw -1004915.309983 + Penalty 4334.412789 = -1000580.897195
  nChanged 93
		SP:Iteration 15Q (93753.570000 sec): 3 clusters
  Score: Raw -1004975.933496 + Penalty 4334.412789 = -1000641.520707
  nChanged 92
		SP:Iteration 16Q (93753.770000 sec): 3 clusters
  Score: Raw -1005039.771198 + Penalty 4334.412789 = -1000705.358409
  nChanged 102
		SP:Iteration 17Q (93753.960000 sec): 3 clusters
  Score: Raw -1005110.336804 + Penalty 4334.412789 = -1000775.924016
  nChanged 100
		SP:Iteration 18Q (93754.150000 sec): 3 clusters
  Score: Raw -1005194.877029 + Penalty 4334.412789 = -1000860.464240
  nChanged 92
		SP:Iteration 19Q (93754.340000 sec): 3 clusters
  Score: Raw -1005267.859196 + Penalty 4334.412789 = -1000933.446407
  nChanged 58
		SP:Iteration 20F (93754.540000 sec): 3 clusters
  Score: Raw -1005304.306386 + Penalty 4334.412789 = -1000969.893598
  nChanged 44
		SP:Iteration 21Q (93754.730000 sec): 3 clusters
  Score: Raw -1005329.303162 + Penalty 4334.412789 = -1000994.890373
  nChanged 37
		SP:Iteration 22Q (93754.920000 sec): 3 clusters
  Score: Raw -1005349.623286 + Penalty 4334.412789 = -1001015.210497
  nChanged 40
		SP:Iteration 23Q (93755.130000 sec): 3 clusters
  Score: Raw -1005371.140695 + Penalty 4334.412789 = -1001036.727906
  nChanged 30
		SP:Iteration 24Q (93755.340000 sec): 3 clusters
  Score: Raw -1005384.060024 + Penalty 4334.412789 = -1001049.647235
  nChanged 13
		SP:Iteration 25Q (93755.530000 sec): 3 clusters
  Score: Raw -1005387.968649 + Penalty 4334.412789 = -1001053.555860
  nChanged 10
		SP:Iteration 26Q (93755.690000 sec): 3 clusters
  Score: Raw -1005391.733323 + Penalty 4334.412789 = -1001057.320534
  nChanged 9
		SP:Iteration 27Q (93755.890000 sec): 3 clusters
  Score: Raw -1005394.982671 + Penalty 4334.412789 = -1001060.569882
  nChanged 6
		SP:Iteration 28Q (93756.080000 sec): 3 clusters
  Score: Raw -1005396.839860 + Penalty 4334.412789 = -1001062.427071
  nChanged 4
		SP:Iteration 29Q (93756.270000 sec): 3 clusters
  Score: Raw -1005398.220659 + Penalty 4334.412789 = -1001063.807871
  nChanged 2
		SP:Iteration 30Q (93756.470000 sec): 3 clusters
  Score: Raw -1005398.551693 + Penalty 4334.412789 = -1001064.138904
  nChanged 1
		SP:Iteration 31Q (93756.660000 sec): 3 clusters
  Score: Raw -1005398.782909 + Penalty 4334.412789 = -1001064.370120
  nChanged 0
		SP:Iteration 32F (93756.850000 sec): 3 clusters
  Score: Raw -1005398.782909 + Penalty 4334.412789 = -1001064.370120
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (4166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93756.950000 sec): 2 clusters
  Score: Raw -628396.822818 + Penalty 2067.008482 = -626329.814336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93757.120000 sec): 3 clusters
  Score: Raw -626501.768441 + Penalty 4134.016964 = -622367.751476
  nChanged 1594
		SP:Iteration 1F (93757.290000 sec): 3 clusters
  Score: Raw -627549.320091 + Penalty 4134.016964 = -623415.303127
  nChanged 385
		SP:Iteration 2F (93757.460000 sec): 3 clusters
  Score: Raw -627975.077003 + Penalty 4134.016964 = -623841.060039
  nChanged 315
		SP:Iteration 3F (93757.690000 sec): 3 clusters
  Score: Raw -628289.257225 + Penalty 4134.016964 = -624155.240261
  nChanged 243
		SP:Iteration 4F (93757.860000 sec): 3 clusters
  Score: Raw -628499.454638 + Penalty 4134.016964 = -624365.437674
  nChanged 189
		SP:Iteration 5Q (93757.980000 sec): 3 clusters
  Score: Raw -628634.748666 + Penalty 4134.016964 = -624500.731701
  nChanged 151
		SP:Iteration 6Q (93758.170000 sec): 3 clusters
  Score: Raw -628736.283084 + Penalty 4134.016964 = -624602.266120
  nChanged 112
		SP:Iteration 7Q (93758.320000 sec): 3 clusters
  Score: Raw -628802.465794 + Penalty 4134.016964 = -624668.448829
  nChanged 92
		SP:Iteration 8Q (93758.480000 sec): 3 clusters
  Score: Raw -628856.157416 + Penalty 4134.016964 = -624722.140452
  nChanged 78
		SP:Iteration 9Q (93758.630000 sec): 3 clusters
  Score: Raw -628899.180338 + Penalty 4134.016964 = -624765.163374
  nChanged 71
		SP:Iteration 10Q (93758.790000 sec): 3 clusters
  Score: Raw -628937.721322 + Penalty 4134.016964 = -624803.704357
  nChanged 56
		SP:Iteration 11Q (93758.980000 sec): 3 clusters
  Score: Raw -628967.564696 + Penalty 4134.016964 = -624833.547732
  nChanged 48
		SP:Iteration 12Q (93759.140000 sec): 3 clusters
  Score: Raw -628996.953542 + Penalty 4134.016964 = -624862.936578
  nChanged 45
		SP:Iteration 13Q (93759.310000 sec): 3 clusters
  Score: Raw -629024.434618 + Penalty 4134.016964 = -624890.417653
  nChanged 47
		SP:Iteration 14Q (93759.490000 sec): 3 clusters
  Score: Raw -629054.556146 + Penalty 4134.016964 = -624920.539182
  nChanged 46
		SP:Iteration 15Q (93759.640000 sec): 3 clusters
  Score: Raw -629083.124329 + Penalty 4134.016964 = -624949.107365
  nChanged 39
		SP:Iteration 16Q (93759.830000 sec): 3 clusters
  Score: Raw -629110.996189 + Penalty 4134.016964 = -624976.979225
  nChanged 35
		SP:Iteration 17Q (93760.020000 sec): 3 clusters
  Score: Raw -629140.281462 + Penalty 4134.016964 = -625006.264498
  nChanged 40
		SP:Iteration 18Q (93760.180000 sec): 3 clusters
  Score: Raw -629175.580502 + Penalty 4134.016964 = -625041.563537
  nChanged 36
		SP:Iteration 19Q (93760.310000 sec): 3 clusters
  Score: Raw -629200.404567 + Penalty 4134.016964 = -625066.387602
  nChanged 24
		SP:Iteration 20F (93760.450000 sec): 3 clusters
  Score: Raw -629213.443274 + Penalty 4134.016964 = -625079.426310
  nChanged 18
		SP:Iteration 21Q (93760.590000 sec): 3 clusters
  Score: Raw -629224.227839 + Penalty 4134.016964 = -625090.210875
  nChanged 17
		SP:Iteration 22Q (93760.740000 sec): 3 clusters
  Score: Raw -629234.881976 + Penalty 4134.016964 = -625100.865011
  nChanged 12
		SP:Iteration 23Q (93760.900000 sec): 3 clusters
  Score: Raw -629240.230347 + Penalty 4134.016964 = -625106.213383
  nChanged 6
		SP:Iteration 24Q (93761.050000 sec): 3 clusters
  Score: Raw -629242.192451 + Penalty 4134.016964 = -625108.175487
  nChanged 8
		SP:Iteration 25Q (93761.210000 sec): 3 clusters
  Score: Raw -629246.756089 + Penalty 4134.016964 = -625112.739124
  nChanged 8
		SP:Iteration 26Q (93761.360000 sec): 3 clusters
  Score: Raw -629251.875687 + Penalty 4134.016964 = -625117.858722
  nChanged 5
		SP:Iteration 27Q (93761.520000 sec): 3 clusters
  Score: Raw -629254.135342 + Penalty 4134.016964 = -625120.118377
  nChanged 2
		SP:Iteration 28Q (93761.670000 sec): 3 clusters
  Score: Raw -629255.045426 + Penalty 4134.016964 = -625121.028461
  nChanged 4
		SP:Iteration 29Q (93761.820000 sec): 3 clusters
  Score: Raw -629256.869930 + Penalty 4134.016964 = -625122.852966
  nChanged 8
		SP:Iteration 30Q (93761.980000 sec): 3 clusters
  Score: Raw -629260.997994 + Penalty 4134.016964 = -625126.981029
  nChanged 3
		SP:Iteration 31Q (93762.130000 sec): 3 clusters
  Score: Raw -629264.909200 + Penalty 4134.016964 = -625130.892236
  nChanged 6
		SP:Iteration 32Q (93762.310000 sec): 3 clusters
  Score: Raw -629269.608075 + Penalty 4134.016964 = -625135.591110
  nChanged 8
		SP:Iteration 33Q (93762.460000 sec): 3 clusters
  Score: Raw -629273.795120 + Penalty 4134.016964 = -625139.778156
  nChanged 8
		SP:Iteration 34Q (93762.640000 sec): 3 clusters
  Score: Raw -629277.919050 + Penalty 4134.016964 = -625143.902085
  nChanged 1
		SP:Iteration 35Q (93762.820000 sec): 3 clusters
  Score: Raw -629278.716312 + Penalty 4134.016964 = -625144.699348
  nChanged 2
		SP:Iteration 36Q (93762.970000 sec): 3 clusters
  Score: Raw -629279.937120 + Penalty 4134.016964 = -625145.920156
  nChanged 4
		SP:Iteration 37Q (93763.170000 sec): 3 clusters
  Score: Raw -629281.595675 + Penalty 4134.016964 = -625147.578710
  nChanged 2
		SP:Iteration 38Q (93763.340000 sec): 3 clusters
  Score: Raw -629282.656047 + Penalty 4134.016964 = -625148.639083
  nChanged 3
		SP:Iteration 39Q (93763.520000 sec): 3 clusters
  Score: Raw -629283.418353 + Penalty 4134.016964 = -625149.401389
  nChanged 2
		SP:Iteration 40F (93763.690000 sec): 3 clusters
  Score: Raw -629284.918925 + Penalty 4134.016964 = -625150.901961
  nChanged 2
		SP:Iteration 41Q (93763.830000 sec): 3 clusters
  Score: Raw -629286.567164 + Penalty 4134.016964 = -625152.550200
  nChanged 3
		SP:Iteration 42Q (93764.000000 sec): 3 clusters
  Score: Raw -629289.522046 + Penalty 4134.016964 = -625155.505081
  nChanged 9
		SP:Iteration 43Q (93764.180000 sec): 3 clusters
  Score: Raw -629294.662681 + Penalty 4134.016964 = -625160.645717
  nChanged 6
		SP:Iteration 44Q (93764.340000 sec): 3 clusters
  Score: Raw -629298.437247 + Penalty 4134.016964 = -625164.420283
  nChanged 9
		SP:Iteration 45Q (93764.510000 sec): 3 clusters
  Score: Raw -629305.145384 + Penalty 4134.016964 = -625171.128420
  nChanged 11
		SP:Iteration 46Q (93764.680000 sec): 3 clusters
  Score: Raw -629315.375714 + Penalty 4134.016964 = -625181.358750
  nChanged 5
		SP:Iteration 47Q (93764.850000 sec): 3 clusters
  Score: Raw -629317.525082 + Penalty 4134.016964 = -625183.508118
  nChanged 3
		SP:Iteration 48Q (93765.060000 sec): 3 clusters
  Score: Raw -629318.960923 + Penalty 4134.016964 = -625184.943959
  nChanged 5
		SP:Iteration 49Q (93765.270000 sec): 3 clusters
  Score: Raw -629323.724752 + Penalty 4134.016964 = -625189.707788
  nChanged 2
		SP:Iteration 50Q (93765.420000 sec): 3 clusters
  Score: Raw -629324.434528 + Penalty 4134.016964 = -625190.417563
  nChanged 1
		SP:Iteration 51Q (93765.630000 sec): 3 clusters
  Score: Raw -629325.240831 + Penalty 4134.016964 = -625191.223867
  nChanged 2
		SP:Iteration 52Q (93765.770000 sec): 3 clusters
  Score: Raw -629327.063494 + Penalty 4134.016964 = -625193.046530
  nChanged 3
		SP:Iteration 53Q (93765.940000 sec): 3 clusters
  Score: Raw -629328.315777 + Penalty 4134.016964 = -625194.298813
  nChanged 4
		SP:Iteration 54Q (93766.110000 sec): 3 clusters
  Score: Raw -629329.888119 + Penalty 4134.016964 = -625195.871155
  nChanged 3
		SP:Iteration 55Q (93766.280000 sec): 3 clusters
  Score: Raw -629330.950724 + Penalty 4134.016964 = -625196.933760
  nChanged 4
		SP:Iteration 56Q (93766.450000 sec): 3 clusters
  Score: Raw -629332.002105 + Penalty 4134.016964 = -625197.985141
  nChanged 1
		SP:Iteration 57Q (93766.610000 sec): 3 clusters
  Score: Raw -629332.278778 + Penalty 4134.016964 = -625198.261813
  nChanged 1
		SP:Iteration 58Q (93766.790000 sec): 3 clusters
  Score: Raw -629332.955359 + Penalty 4134.016964 = -625198.938395
  nChanged 0
		SP:Iteration 59F (93766.950000 sec): 3 clusters
  Score: Raw -629332.955359 + Penalty 4134.016964 = -625198.938395
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (9707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93767.070000 sec): 2 clusters
  Score: Raw -1476363.966667 + Penalty 2276.789433 = -1474087.177233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93767.340000 sec): 3 clusters
  Score: Raw -1471192.873466 + Penalty 4553.578867 = -1466639.294599
  nChanged 4021
		SP:Iteration 1F (93767.530000 sec): 3 clusters
  Score: Raw -1473407.706034 + Penalty 4553.578867 = -1468854.127167
  nChanged 667
		SP:Iteration 2F (93767.730000 sec): 3 clusters
  Score: Raw -1473763.278431 + Penalty 4553.578867 = -1469209.699564
  nChanged 556
		SP:Iteration 3F (93767.900000 sec): 3 clusters
  Score: Raw -1474066.237393 + Penalty 4553.578867 = -1469512.658526
  nChanged 492
		SP:Iteration 4F (93768.160000 sec): 3 clusters
  Score: Raw -1474322.479988 + Penalty 4553.578867 = -1469768.901121
  nChanged 454
		SP:Iteration 5Q (93768.310000 sec): 3 clusters
  Score: Raw -1474558.258015 + Penalty 4553.578867 = -1470004.679148
  nChanged 380
		SP:Iteration 6Q (93768.570000 sec): 3 clusters
  Score: Raw -1474757.671592 + Penalty 4553.578867 = -1470204.092725
  nChanged 359
		SP:Iteration 7Q (93768.780000 sec): 3 clusters
  Score: Raw -1474951.024927 + Penalty 4553.578867 = -1470397.446061
  nChanged 337
		SP:Iteration 8Q (93769.020000 sec): 3 clusters
  Score: Raw -1475169.153179 + Penalty 4553.578867 = -1470615.574313
  nChanged 354
		SP:Iteration 9Q (93769.260000 sec): 3 clusters
  Score: Raw -1475410.165215 + Penalty 4553.578867 = -1470856.586348
  nChanged 357
		SP:Iteration 10Q (93769.510000 sec): 3 clusters
  Score: Raw -1475708.108986 + Penalty 4553.578867 = -1471154.530119
  nChanged 317
		SP:Iteration 11Q (93769.740000 sec): 3 clusters
  Score: Raw -1475972.154422 + Penalty 4553.578867 = -1471418.575555
  nChanged 322
		SP:Iteration 12Q (93769.950000 sec): 3 clusters
  Score: Raw -1476219.965828 + Penalty 4553.578867 = -1471666.386961
  nChanged 283
		SP:Iteration 13Q (93770.170000 sec): 3 clusters
  Score: Raw -1476432.659588 + Penalty 4553.578867 = -1471879.080721
  nChanged 234
		SP:Iteration 14Q (93770.410000 sec): 3 clusters
  Score: Raw -1476577.592920 + Penalty 4553.578867 = -1472024.014053
  nChanged 192
		SP:Iteration 15Q (93770.680000 sec): 3 clusters
  Score: Raw -1476709.749019 + Penalty 4553.578867 = -1472156.170152
  nChanged 172
		SP:Iteration 16Q (93770.840000 sec): 3 clusters
  Score: Raw -1476823.070329 + Penalty 4553.578867 = -1472269.491462
  nChanged 140
		SP:Iteration 17Q (93771.080000 sec): 3 clusters
  Score: Raw -1476910.067360 + Penalty 4553.578867 = -1472356.488494
  nChanged 110
		SP:Iteration 18Q (93771.270000 sec): 3 clusters
  Score: Raw -1476964.498022 + Penalty 4553.578867 = -1472410.919156
  nChanged 84
		SP:Iteration 19Q (93771.550000 sec): 3 clusters
  Score: Raw -1477004.616040 + Penalty 4553.578867 = -1472451.037174
  nChanged 65
		SP:Iteration 20F (93771.780000 sec): 3 clusters
  Score: Raw -1477035.545233 + Penalty 4553.578867 = -1472481.966366
  nChanged 48
		SP:Iteration 21Q (93771.950000 sec): 3 clusters
  Score: Raw -1477059.494104 + Penalty 4553.578867 = -1472505.915238
  nChanged 40
		SP:Iteration 22Q (93772.110000 sec): 3 clusters
  Score: Raw -1477079.210417 + Penalty 4553.578867 = -1472525.631551
  nChanged 34
		SP:Iteration 23Q (93772.250000 sec): 3 clusters
  Score: Raw -1477093.171428 + Penalty 4553.578867 = -1472539.592561
  nChanged 34
		SP:Iteration 24Q (93772.500000 sec): 3 clusters
  Score: Raw -1477111.997039 + Penalty 4553.578867 = -1472558.418172
  nChanged 31
		SP:Iteration 25Q (93772.710000 sec): 3 clusters
  Score: Raw -1477127.107441 + Penalty 4553.578867 = -1472573.528574
  nChanged 20
		SP:Iteration 26Q (93772.890000 sec): 3 clusters
  Score: Raw -1477139.966781 + Penalty 4553.578867 = -1472586.387915
  nChanged 27
		SP:Iteration 27Q (93773.080000 sec): 3 clusters
  Score: Raw -1477153.026559 + Penalty 4553.578867 = -1472599.447692
  nChanged 27
		SP:Iteration 28Q (93773.280000 sec): 3 clusters
  Score: Raw -1477171.635339 + Penalty 4553.578867 = -1472618.056473
  nChanged 27
		SP:Iteration 29Q (93773.470000 sec): 3 clusters
  Score: Raw -1477187.696429 + Penalty 4553.578867 = -1472634.117562
  nChanged 31
		SP:Iteration 30Q (93773.670000 sec): 3 clusters
  Score: Raw -1477206.523837 + Penalty 4553.578867 = -1472652.944971
  nChanged 36
		SP:Iteration 31Q (93773.880000 sec): 3 clusters
  Score: Raw -1477223.043648 + Penalty 4553.578867 = -1472669.464781
  nChanged 28
		SP:Iteration 32Q (93774.070000 sec): 3 clusters
  Score: Raw -1477240.203003 + Penalty 4553.578867 = -1472686.624136
  nChanged 25
		SP:Iteration 33Q (93774.260000 sec): 3 clusters
  Score: Raw -1477252.072194 + Penalty 4553.578867 = -1472698.493328
  nChanged 24
		SP:Iteration 34Q (93774.470000 sec): 3 clusters
  Score: Raw -1477261.902576 + Penalty 4553.578867 = -1472708.323709
  nChanged 14
		SP:Iteration 35Q (93774.680000 sec): 3 clusters
  Score: Raw -1477267.655934 + Penalty 4553.578867 = -1472714.077068
  nChanged 9
		SP:Iteration 36Q (93774.950000 sec): 3 clusters
  Score: Raw -1477270.825649 + Penalty 4553.578867 = -1472717.246782
  nChanged 8
		SP:Iteration 37Q (93775.170000 sec): 3 clusters
  Score: Raw -1477273.356729 + Penalty 4553.578867 = -1472719.777862
  nChanged 4
		SP:Iteration 38Q (93775.370000 sec): 3 clusters
  Score: Raw -1477274.424718 + Penalty 4553.578867 = -1472720.845851
  nChanged 0
		SP:Iteration 39F (93775.620000 sec): 3 clusters
  Score: Raw -1477274.424718 + Penalty 4553.578867 = -1472720.845851
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (8497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93775.760000 sec): 2 clusters
  Score: Raw -1296320.903267 + Penalty 2243.772173 = -1294077.131094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93776.000000 sec): 3 clusters
  Score: Raw -1291903.759017 + Penalty 4487.544346 = -1287416.214671
  nChanged 3452
		SP:Iteration 1F (93776.210000 sec): 3 clusters
  Score: Raw -1293869.445926 + Penalty 4487.544346 = -1289381.901580
  nChanged 637
		SP:Iteration 2F (93776.420000 sec): 3 clusters
  Score: Raw -1294246.997479 + Penalty 4487.544346 = -1289759.453133
  nChanged 484
		SP:Iteration 3F (93776.680000 sec): 3 clusters
  Score: Raw -1294535.984907 + Penalty 4487.544346 = -1290048.440562
  nChanged 434
		SP:Iteration 4F (93776.870000 sec): 3 clusters
  Score: Raw -1294776.765245 + Penalty 4487.544346 = -1290289.220899
  nChanged 388
		SP:Iteration 5Q (93777.110000 sec): 3 clusters
  Score: Raw -1294997.145504 + Penalty 4487.544346 = -1290509.601159
  nChanged 350
		SP:Iteration 6Q (93777.350000 sec): 3 clusters
  Score: Raw -1295214.191906 + Penalty 4487.544346 = -1290726.647560
  nChanged 325
		SP:Iteration 7Q (93777.540000 sec): 3 clusters
  Score: Raw -1295394.157574 + Penalty 4487.544346 = -1290906.613228
  nChanged 316
		SP:Iteration 8Q (93777.770000 sec): 3 clusters
  Score: Raw -1295567.112924 + Penalty 4487.544346 = -1291079.568579
  nChanged 289
		SP:Iteration 9Q (93777.970000 sec): 3 clusters
  Score: Raw -1295725.815413 + Penalty 4487.544346 = -1291238.271067
  nChanged 246
		SP:Iteration 10Q (93778.220000 sec): 3 clusters
  Score: Raw -1295864.353935 + Penalty 4487.544346 = -1291376.809590
  nChanged 249
		SP:Iteration 11Q (93778.430000 sec): 3 clusters
  Score: Raw -1295991.408173 + Penalty 4487.544346 = -1291503.863828
  nChanged 210
		SP:Iteration 12Q (93778.660000 sec): 3 clusters
  Score: Raw -1296089.153367 + Penalty 4487.544346 = -1291601.609021
  nChanged 215
		SP:Iteration 13Q (93778.820000 sec): 3 clusters
  Score: Raw -1296192.121013 + Penalty 4487.544346 = -1291704.576668
  nChanged 195
		SP:Iteration 14Q (93779.090000 sec): 3 clusters
  Score: Raw -1296290.534146 + Penalty 4487.544346 = -1291802.989800
  nChanged 170
		SP:Iteration 15Q (93779.250000 sec): 3 clusters
  Score: Raw -1296375.762018 + Penalty 4487.544346 = -1291888.217672
  nChanged 145
		SP:Iteration 16Q (93779.520000 sec): 3 clusters
  Score: Raw -1296448.305223 + Penalty 4487.544346 = -1291960.760877
  nChanged 126
		SP:Iteration 17Q (93779.680000 sec): 3 clusters
  Score: Raw -1296507.478856 + Penalty 4487.544346 = -1292019.934510
  nChanged 104
		SP:Iteration 18Q (93779.960000 sec): 3 clusters
  Score: Raw -1296565.498107 + Penalty 4487.544346 = -1292077.953762
  nChanged 92
		SP:Iteration 19Q (93780.110000 sec): 3 clusters
  Score: Raw -1296608.030029 + Penalty 4487.544346 = -1292120.485683
  nChanged 76
		SP:Iteration 20F (93780.300000 sec): 3 clusters
  Score: Raw -1296639.941993 + Penalty 4487.544346 = -1292152.397648
  nChanged 71
		SP:Iteration 21Q (93780.600000 sec): 3 clusters
  Score: Raw -1296676.803159 + Penalty 4487.544346 = -1292189.258813
  nChanged 70
		SP:Iteration 22Q (93780.770000 sec): 3 clusters
  Score: Raw -1296714.235105 + Penalty 4487.544346 = -1292226.690760
  nChanged 68
		SP:Iteration 23Q (93781.020000 sec): 3 clusters
  Score: Raw -1296757.170162 + Penalty 4487.544346 = -1292269.625816
  nChanged 65
		SP:Iteration 24Q (93781.220000 sec): 3 clusters
  Score: Raw -1296793.411010 + Penalty 4487.544346 = -1292305.866665
  nChanged 41
		SP:Iteration 25Q (93781.430000 sec): 3 clusters
  Score: Raw -1296812.276122 + Penalty 4487.544346 = -1292324.731776
  nChanged 40
		SP:Iteration 26Q (93781.640000 sec): 3 clusters
  Score: Raw -1296825.020535 + Penalty 4487.544346 = -1292337.476189
  nChanged 33
		SP:Iteration 27Q (93781.840000 sec): 3 clusters
  Score: Raw -1296839.555544 + Penalty 4487.544346 = -1292352.011199
  nChanged 39
		SP:Iteration 28Q (93782.070000 sec): 3 clusters
  Score: Raw -1296855.784448 + Penalty 4487.544346 = -1292368.240102
  nChanged 32
		SP:Iteration 29Q (93782.240000 sec): 3 clusters
  Score: Raw -1296868.870859 + Penalty 4487.544346 = -1292381.326513
  nChanged 33
		SP:Iteration 30Q (93782.460000 sec): 3 clusters
  Score: Raw -1296881.523617 + Penalty 4487.544346 = -1292393.979271
  nChanged 16
		SP:Iteration 31Q (93782.700000 sec): 3 clusters
  Score: Raw -1296885.201911 + Penalty 4487.544346 = -1292397.657565
  nChanged 9
		SP:Iteration 32Q (93782.860000 sec): 3 clusters
  Score: Raw -1296886.903636 + Penalty 4487.544346 = -1292399.359290
  nChanged 8
		SP:Iteration 33Q (93783.130000 sec): 3 clusters
  Score: Raw -1296888.731549 + Penalty 4487.544346 = -1292401.187204
  nChanged 8
		SP:Iteration 34Q (93783.280000 sec): 3 clusters
  Score: Raw -1296890.944945 + Penalty 4487.544346 = -1292403.400599
  nChanged 6
		SP:Iteration 35Q (93783.560000 sec): 3 clusters
  Score: Raw -1296892.502082 + Penalty 4487.544346 = -1292404.957737
  nChanged 7
		SP:Iteration 36Q (93783.730000 sec): 3 clusters
  Score: Raw -1296893.873431 + Penalty 4487.544346 = -1292406.329086
  nChanged 3
		SP:Iteration 37Q (93783.920000 sec): 3 clusters
  Score: Raw -1296894.553898 + Penalty 4487.544346 = -1292407.009552
  nChanged 0
		SP:Iteration 38F (93784.070000 sec): 3 clusters
  Score: Raw -1296894.553898 + Penalty 4487.544346 = -1292407.009552
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (27352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93784.340000 sec): 2 clusters
  Score: Raw -4288822.121628 + Penalty 2533.703143 = -4286288.418485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93784.780000 sec): 3 clusters
  Score: Raw -4272473.007166 + Penalty 5067.406286 = -4267405.600880
  nChanged 12244
		SP:Iteration 1F (93785.180000 sec): 3 clusters
  Score: Raw -4279168.383426 + Penalty 5067.406286 = -4274100.977140
  nChanged 1348
		SP:Iteration 2Q (93785.580000 sec): 3 clusters
  Score: Raw -4279611.208451 + Penalty 5067.406286 = -4274543.802165
  nChanged 1129
		SP:Iteration 3Q (93786.010000 sec): 3 clusters
  Score: Raw -4279982.874020 + Penalty 5067.406286 = -4274915.467734
  nChanged 1041
		SP:Iteration 4Q (93786.440000 sec): 3 clusters
  Score: Raw -4280345.182724 + Penalty 5067.406286 = -4275277.776438
  nChanged 1027
		SP:Iteration 5Q (93786.810000 sec): 3 clusters
  Score: Raw -4280716.970744 + Penalty 5067.406286 = -4275649.564458
  nChanged 1005
		SP:Iteration 6Q (93787.180000 sec): 3 clusters
  Score: Raw -4281154.866934 + Penalty 5067.406286 = -4276087.460648
  nChanged 1138
		SP:Iteration 7Q (93787.560000 sec): 3 clusters
  Score: Raw -4281693.823426 + Penalty 5067.406286 = -4276626.417140
  nChanged 1234
		SP:Iteration 8Q (93787.990000 sec): 3 clusters
  Score: Raw -4282385.421205 + Penalty 5067.406286 = -4277318.014919
  nChanged 1373
		SP:Iteration 9F (93788.390000 sec): 3 clusters
  Score: Raw -4283320.369803 + Penalty 5067.406286 = -4278252.963517
  nChanged 1537
		SP:Iteration 10F (93788.730000 sec): 3 clusters
  Score: Raw -4284501.987962 + Penalty 5067.406286 = -4279434.581676
  nChanged 1521
		SP:Iteration 11F (93789.130000 sec): 3 clusters
  Score: Raw -4285760.229589 + Penalty 5067.406286 = -4280692.823303
  nChanged 1295
		SP:Iteration 12Q (93789.570000 sec): 3 clusters
  Score: Raw -4286853.288933 + Penalty 5067.406286 = -4281785.882647
  nChanged 990
		SP:Iteration 13Q (93789.970000 sec): 3 clusters
  Score: Raw -4287681.014917 + Penalty 5067.406286 = -4282613.608631
  nChanged 674
		SP:Iteration 14Q (93790.280000 sec): 3 clusters
  Score: Raw -4288239.949495 + Penalty 5067.406286 = -4283172.543209
  nChanged 444
		SP:Iteration 15Q (93790.680000 sec): 3 clusters
  Score: Raw -4288593.094544 + Penalty 5067.406286 = -4283525.688258
  nChanged 263
		SP:Iteration 16Q (93791.030000 sec): 3 clusters
  Score: Raw -4288787.367455 + Penalty 5067.406286 = -4283719.961169
  nChanged 157
		SP:Iteration 17Q (93791.440000 sec): 3 clusters
  Score: Raw -4288891.073387 + Penalty 5067.406286 = -4283823.667101
  nChanged 111
		SP:Iteration 18Q (93791.810000 sec): 3 clusters
  Score: Raw -4288974.536862 + Penalty 5067.406286 = -4283907.130576
  nChanged 64
		SP:Iteration 19Q (93792.200000 sec): 3 clusters
  Score: Raw -4289019.377403 + Penalty 5067.406286 = -4283951.971118
  nChanged 48
		SP:Iteration 20F (93792.600000 sec): 3 clusters
  Score: Raw -4289052.514097 + Penalty 5067.406286 = -4283985.107811
  nChanged 32
		SP:Iteration 21Q (93793.000000 sec): 3 clusters
  Score: Raw -4289070.799458 + Penalty 5067.406286 = -4284003.393172
  nChanged 15
		SP:Iteration 22Q (93793.410000 sec): 3 clusters
  Score: Raw -4289079.039938 + Penalty 5067.406286 = -4284011.633652
  nChanged 16
		SP:Iteration 23Q (93793.770000 sec): 3 clusters
  Score: Raw -4289088.717016 + Penalty 5067.406286 = -4284021.310730
  nChanged 13
		SP:Iteration 24Q (93794.160000 sec): 3 clusters
  Score: Raw -4289097.236110 + Penalty 5067.406286 = -4284029.829824
  nChanged 9
		SP:Iteration 25Q (93794.560000 sec): 3 clusters
  Score: Raw -4289104.085751 + Penalty 5067.406286 = -4284036.679465
  nChanged 9
		SP:Iteration 26Q (93794.940000 sec): 3 clusters
  Score: Raw -4289111.805525 + Penalty 5067.406286 = -4284044.399239
  nChanged 9
		SP:Iteration 27Q (93795.330000 sec): 3 clusters
  Score: Raw -4289119.880203 + Penalty 5067.406286 = -4284052.473917
  nChanged 11
		SP:Iteration 28Q (93795.720000 sec): 3 clusters
  Score: Raw -4289131.677287 + Penalty 5067.406286 = -4284064.271001
  nChanged 12
		SP:Iteration 29Q (93796.120000 sec): 3 clusters
  Score: Raw -4289142.054535 + Penalty 5067.406286 = -4284074.648249
  nChanged 10
		SP:Iteration 30Q (93796.520000 sec): 3 clusters
  Score: Raw -4289150.148172 + Penalty 5067.406286 = -4284082.741886
  nChanged 8
		SP:Iteration 31Q (93796.900000 sec): 3 clusters
  Score: Raw -4289156.153557 + Penalty 5067.406286 = -4284088.747271
  nChanged 7
		SP:Iteration 32Q (93797.310000 sec): 3 clusters
  Score: Raw -4289160.066200 + Penalty 5067.406286 = -4284092.659914
  nChanged 5
		SP:Iteration 33Q (93797.710000 sec): 3 clusters
  Score: Raw -4289165.070572 + Penalty 5067.406286 = -4284097.664286
  nChanged 4
		SP:Iteration 34Q (93798.080000 sec): 3 clusters
  Score: Raw -4289167.202849 + Penalty 5067.406286 = -4284099.796563
  nChanged 2
		SP:Iteration 35Q (93798.390000 sec): 3 clusters
  Score: Raw -4289168.139668 + Penalty 5067.406286 = -4284100.733382
  nChanged 3
		SP:Iteration 36Q (93798.800000 sec): 3 clusters
  Score: Raw -4289170.583380 + Penalty 5067.406286 = -4284103.177094
  nChanged 4
		SP:Iteration 37Q (93799.200000 sec): 3 clusters
  Score: Raw -4289173.395319 + Penalty 5067.406286 = -4284105.989033
  nChanged 4
		SP:Iteration 38Q (93799.600000 sec): 3 clusters
  Score: Raw -4289177.837932 + Penalty 5067.406286 = -4284110.431646
  nChanged 6
		SP:Iteration 39Q (93799.920000 sec): 3 clusters
  Score: Raw -4289182.307497 + Penalty 5067.406286 = -4284114.901211
  nChanged 0
		SP:Iteration 40F (93800.300000 sec): 3 clusters
  Score: Raw -4289182.307497 + Penalty 5067.406286 = -4284114.901211
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (21781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93800.510000 sec): 2 clusters
  Score: Raw -3472506.842779 + Penalty 2477.220741 = -3470029.622038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93800.900000 sec): 3 clusters
  Score: Raw -3459715.567038 + Penalty 4954.441481 = -3454761.125557
  nChanged 9623
		SP:Iteration 1F (93801.220000 sec): 3 clusters
  Score: Raw -3464886.583415 + Penalty 4954.441481 = -3459932.141934
  nChanged 1177
		SP:Iteration 2F (93801.530000 sec): 3 clusters
  Score: Raw -3465360.042165 + Penalty 4954.441481 = -3460405.600684
  nChanged 1015
		SP:Iteration 3Q (93801.850000 sec): 3 clusters
  Score: Raw -3465760.772722 + Penalty 4954.441481 = -3460806.331240
  nChanged 926
		SP:Iteration 4Q (93802.240000 sec): 3 clusters
  Score: Raw -3466117.275241 + Penalty 4954.441481 = -3461162.833759
  nChanged 892
		SP:Iteration 5Q (93802.600000 sec): 3 clusters
  Score: Raw -3466499.322593 + Penalty 4954.441481 = -3461544.881111
  nChanged 890
		SP:Iteration 6Q (93802.970000 sec): 3 clusters
  Score: Raw -3466901.485688 + Penalty 4954.441481 = -3461947.044206
  nChanged 936
		SP:Iteration 7Q (93803.260000 sec): 3 clusters
  Score: Raw -3467380.453249 + Penalty 4954.441481 = -3462426.011767
  nChanged 987
		SP:Iteration 8Q (93803.620000 sec): 3 clusters
  Score: Raw -3467959.846074 + Penalty 4954.441481 = -3463005.404592
  nChanged 1052
		SP:Iteration 9Q (93803.940000 sec): 3 clusters
  Score: Raw -3468569.537037 + Penalty 4954.441481 = -3463615.095556
  nChanged 1034
		SP:Iteration 10Q (93804.260000 sec): 3 clusters
  Score: Raw -3469154.078504 + Penalty 4954.441481 = -3464199.637023
  nChanged 956
		SP:Iteration 11Q (93804.580000 sec): 3 clusters
  Score: Raw -3469658.892085 + Penalty 4954.441481 = -3464704.450604
  nChanged 818
		SP:Iteration 12Q (93804.940000 sec): 3 clusters
  Score: Raw -3470072.629588 + Penalty 4954.441481 = -3465118.188107
  nChanged 758
		SP:Iteration 13Q (93805.270000 sec): 3 clusters
  Score: Raw -3470474.259314 + Penalty 4954.441481 = -3465519.817832
  nChanged 725
		SP:Iteration 14Q (93805.600000 sec): 3 clusters
  Score: Raw -3470858.861557 + Penalty 4954.441481 = -3465904.420076
  nChanged 651
		SP:Iteration 15Q (93805.940000 sec): 3 clusters
  Score: Raw -3471182.559390 + Penalty 4954.441481 = -3466228.117909
  nChanged 583
		SP:Iteration 16Q (93806.270000 sec): 3 clusters
  Score: Raw -3471484.439466 + Penalty 4954.441481 = -3466529.997985
  nChanged 524
		SP:Iteration 17Q (93806.570000 sec): 3 clusters
  Score: Raw -3471736.653068 + Penalty 4954.441481 = -3466782.211587
  nChanged 471
		SP:Iteration 18Q (93806.900000 sec): 3 clusters
  Score: Raw -3471933.841367 + Penalty 4954.441481 = -3466979.399885
  nChanged 375
		SP:Iteration 19Q (93807.180000 sec): 3 clusters
  Score: Raw -3472087.619693 + Penalty 4954.441481 = -3467133.178211
  nChanged 341
		SP:Iteration 20F (93807.560000 sec): 3 clusters
  Score: Raw -3472223.836921 + Penalty 4954.441481 = -3467269.395440
  nChanged 310
		SP:Iteration 21Q (93807.900000 sec): 3 clusters
  Score: Raw -3472348.767663 + Penalty 4954.441481 = -3467394.326182
  nChanged 295
		SP:Iteration 22Q (93808.270000 sec): 3 clusters
  Score: Raw -3472473.029420 + Penalty 4954.441481 = -3467518.587939
  nChanged 262
		SP:Iteration 23Q (93808.560000 sec): 3 clusters
  Score: Raw -3472574.967944 + Penalty 4954.441481 = -3467620.526463
  nChanged 246
		SP:Iteration 24Q (93808.930000 sec): 3 clusters
  Score: Raw -3472675.586990 + Penalty 4954.441481 = -3467721.145509
  nChanged 215
		SP:Iteration 25Q (93809.270000 sec): 3 clusters
  Score: Raw -3472761.169000 + Penalty 4954.441481 = -3467806.727518
  nChanged 196
		SP:Iteration 26Q (93809.590000 sec): 3 clusters
  Score: Raw -3472840.165318 + Penalty 4954.441481 = -3467885.723837
  nChanged 183
		SP:Iteration 27Q (93809.950000 sec): 3 clusters
  Score: Raw -3472909.337644 + Penalty 4954.441481 = -3467954.896163
  nChanged 166
		SP:Iteration 28Q (93810.320000 sec): 3 clusters
  Score: Raw -3472964.258000 + Penalty 4954.441481 = -3468009.816519
  nChanged 135
		SP:Iteration 29Q (93810.610000 sec): 3 clusters
  Score: Raw -3473008.596016 + Penalty 4954.441481 = -3468054.154535
  nChanged 124
		SP:Iteration 30Q (93810.870000 sec): 3 clusters
  Score: Raw -3473044.269459 + Penalty 4954.441481 = -3468089.827978
  nChanged 117
		SP:Iteration 31Q (93811.240000 sec): 3 clusters
  Score: Raw -3473072.940443 + Penalty 4954.441481 = -3468118.498961
  nChanged 107
		SP:Iteration 32Q (93811.570000 sec): 3 clusters
  Score: Raw -3473095.315753 + Penalty 4954.441481 = -3468140.874272
  nChanged 98
		SP:Iteration 33Q (93811.900000 sec): 3 clusters
  Score: Raw -3473112.912124 + Penalty 4954.441481 = -3468158.470643
  nChanged 70
		SP:Iteration 34Q (93812.220000 sec): 3 clusters
  Score: Raw -3473124.847626 + Penalty 4954.441481 = -3468170.406145
  nChanged 58
		SP:Iteration 35Q (93812.530000 sec): 3 clusters
  Score: Raw -3473134.296287 + Penalty 4954.441481 = -3468179.854805
  nChanged 52
		SP:Iteration 36Q (93812.820000 sec): 3 clusters
  Score: Raw -3473141.651663 + Penalty 4954.441481 = -3468187.210181
  nChanged 53
		SP:Iteration 37Q (93813.120000 sec): 3 clusters
  Score: Raw -3473148.710517 + Penalty 4954.441481 = -3468194.269035
  nChanged 40
		SP:Iteration 38Q (93813.480000 sec): 3 clusters
  Score: Raw -3473154.839455 + Penalty 4954.441481 = -3468200.397973
  nChanged 46
		SP:Iteration 39Q (93813.850000 sec): 3 clusters
  Score: Raw -3473162.256294 + Penalty 4954.441481 = -3468207.814812
  nChanged 48
		SP:Iteration 40F (93814.180000 sec): 3 clusters
  Score: Raw -3473170.260919 + Penalty 4954.441481 = -3468215.819438
  nChanged 53
		SP:Iteration 41Q (93814.480000 sec): 3 clusters
  Score: Raw -3473178.608335 + Penalty 4954.441481 = -3468224.166854
  nChanged 44
		SP:Iteration 42Q (93814.760000 sec): 3 clusters
  Score: Raw -3473184.806109 + Penalty 4954.441481 = -3468230.364627
  nChanged 37
		SP:Iteration 43Q (93815.140000 sec): 3 clusters
  Score: Raw -3473190.692419 + Penalty 4954.441481 = -3468236.250937
  nChanged 50
		SP:Iteration 44Q (93815.480000 sec): 3 clusters
  Score: Raw -3473199.058004 + Penalty 4954.441481 = -3468244.616523
  nChanged 46
		SP:Iteration 45Q (93815.820000 sec): 3 clusters
  Score: Raw -3473207.780373 + Penalty 4954.441481 = -3468253.338892
  nChanged 47
		SP:Iteration 46Q (93816.080000 sec): 3 clusters
  Score: Raw -3473214.720146 + Penalty 4954.441481 = -3468260.278665
  nChanged 37
		SP:Iteration 47Q (93816.360000 sec): 3 clusters
  Score: Raw -3473220.419844 + Penalty 4954.441481 = -3468265.978363
  nChanged 41
		SP:Iteration 48Q (93816.730000 sec): 3 clusters
  Score: Raw -3473226.875494 + Penalty 4954.441481 = -3468272.434013
  nChanged 28
		SP:Iteration 49Q (93816.990000 sec): 3 clusters
  Score: Raw -3473230.974234 + Penalty 4954.441481 = -3468276.532752
  nChanged 31
		SP:Iteration 50Q (93817.370000 sec): 3 clusters
  Score: Raw -3473234.318547 + Penalty 4954.441481 = -3468279.877066
  nChanged 14
		SP:Iteration 51Q (93817.650000 sec): 3 clusters
  Score: Raw -3473236.011312 + Penalty 4954.441481 = -3468281.569830
  nChanged 16
		SP:Iteration 52Q (93817.920000 sec): 3 clusters
  Score: Raw -3473237.827211 + Penalty 4954.441481 = -3468283.385729
  nChanged 13
		SP:Iteration 53Q (93818.220000 sec): 3 clusters
  Score: Raw -3473239.116535 + Penalty 4954.441481 = -3468284.675054
  nChanged 12
		SP:Iteration 54Q (93818.520000 sec): 3 clusters
  Score: Raw -3473240.084424 + Penalty 4954.441481 = -3468285.642943
  nChanged 8
		SP:Iteration 55Q (93818.820000 sec): 3 clusters
  Score: Raw -3473240.878136 + Penalty 4954.441481 = -3468286.436655
  nChanged 11
		SP:Iteration 56Q (93819.180000 sec): 3 clusters
  Score: Raw -3473242.138217 + Penalty 4954.441481 = -3468287.696735
  nChanged 13
		SP:Iteration 57Q (93819.450000 sec): 3 clusters
  Score: Raw -3473243.481239 + Penalty 4954.441481 = -3468289.039758
  nChanged 7
		SP:Iteration 58Q (93819.840000 sec): 3 clusters
  Score: Raw -3473244.204995 + Penalty 4954.441481 = -3468289.763514
  nChanged 7
		SP:Iteration 59Q (93820.140000 sec): 3 clusters
  Score: Raw -3473244.854411 + Penalty 4954.441481 = -3468290.412930
  nChanged 6
		SP:Iteration 60F (93820.440000 sec): 3 clusters
  Score: Raw -3473245.240791 + Penalty 4954.441481 = -3468290.799310
  nChanged 3
		SP:Iteration 61Q (93820.740000 sec): 3 clusters
  Score: Raw -3473245.580283 + Penalty 4954.441481 = -3468291.138802
  nChanged 4
		SP:Iteration 62Q (93821.040000 sec): 3 clusters
  Score: Raw -3473245.816224 + Penalty 4954.441481 = -3468291.374742
  nChanged 4
		SP:Iteration 63Q (93821.320000 sec): 3 clusters
  Score: Raw -3473246.166745 + Penalty 4954.441481 = -3468291.725264
  nChanged 2
		SP:Iteration 64Q (93821.650000 sec): 3 clusters
  Score: Raw -3473246.359111 + Penalty 4954.441481 = -3468291.917630
  nChanged 2
		SP:Iteration 65Q (93821.970000 sec): 3 clusters
  Score: Raw -3473246.525951 + Penalty 4954.441481 = -3468292.084470
  nChanged 1
		SP:Iteration 66Q (93822.300000 sec): 3 clusters
  Score: Raw -3473246.573766 + Penalty 4954.441481 = -3468292.132284
  nChanged 0
		SP:Iteration 67F (93822.630000 sec): 3 clusters
  Score: Raw -3473246.573766 + Penalty 4954.441481 = -3468292.132284
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (6804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93822.770000 sec): 2 clusters
  Score: Raw -1088882.485753 + Penalty 2188.665956 = -1086693.819796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93822.960000 sec): 3 clusters
  Score: Raw -1085462.419766 + Penalty 4377.331913 = -1081085.087853
  nChanged 2671
		SP:Iteration 1F (93823.110000 sec): 3 clusters
  Score: Raw -1086881.192274 + Penalty 4377.331913 = -1082503.860361
  nChanged 496
		SP:Iteration 2F (93823.320000 sec): 3 clusters
  Score: Raw -1087154.213226 + Penalty 4377.331913 = -1082776.881313
  nChanged 387
		SP:Iteration 3F (93823.510000 sec): 3 clusters
  Score: Raw -1087399.266684 + Penalty 4377.331913 = -1083021.934771
  nChanged 390
		SP:Iteration 4F (93823.690000 sec): 3 clusters
  Score: Raw -1087675.360252 + Penalty 4377.331913 = -1083298.028339
  nChanged 399
		SP:Iteration 5F (93823.880000 sec): 3 clusters
  Score: Raw -1088006.582887 + Penalty 4377.331913 = -1083629.250974
  nChanged 438
		SP:Iteration 6F (93824.070000 sec): 3 clusters
  Score: Raw -1088443.969608 + Penalty 4377.331913 = -1084066.637695
  nChanged 443
		SP:Iteration 7F (93824.260000 sec): 3 clusters
  Score: Raw -1088885.165886 + Penalty 4377.331913 = -1084507.833973
  nChanged 403
		SP:Iteration 8F (93824.450000 sec): 3 clusters
  Score: Raw -1089277.087180 + Penalty 4377.331913 = -1084899.755267
  nChanged 277
		SP:Iteration 9Q (93824.640000 sec): 3 clusters
  Score: Raw -1089482.512864 + Penalty 4377.331913 = -1085105.180951
  nChanged 184
		SP:Iteration 10Q (93824.830000 sec): 3 clusters
  Score: Raw -1089597.566375 + Penalty 4377.331913 = -1085220.234462
  nChanged 139
		SP:Iteration 11Q (93825.010000 sec): 3 clusters
  Score: Raw -1089661.478508 + Penalty 4377.331913 = -1085284.146595
  nChanged 87
		SP:Iteration 12Q (93825.190000 sec): 3 clusters
  Score: Raw -1089697.683998 + Penalty 4377.331913 = -1085320.352085
  nChanged 63
		SP:Iteration 13Q (93825.380000 sec): 3 clusters
  Score: Raw -1089727.790768 + Penalty 4377.331913 = -1085350.458855
  nChanged 52
		SP:Iteration 14Q (93825.600000 sec): 3 clusters
  Score: Raw -1089750.112634 + Penalty 4377.331913 = -1085372.780721
  nChanged 40
		SP:Iteration 15Q (93825.760000 sec): 3 clusters
  Score: Raw -1089765.634492 + Penalty 4377.331913 = -1085388.302579
  nChanged 39
		SP:Iteration 16Q (93825.940000 sec): 3 clusters
  Score: Raw -1089781.336061 + Penalty 4377.331913 = -1085404.004148
  nChanged 29
		SP:Iteration 17Q (93826.130000 sec): 3 clusters
  Score: Raw -1089791.794440 + Penalty 4377.331913 = -1085414.462527
  nChanged 22
		SP:Iteration 18Q (93826.320000 sec): 3 clusters
  Score: Raw -1089799.332406 + Penalty 4377.331913 = -1085422.000493
  nChanged 13
		SP:Iteration 19Q (93826.510000 sec): 3 clusters
  Score: Raw -1089803.281578 + Penalty 4377.331913 = -1085425.949665
  nChanged 18
		SP:Iteration 20F (93826.700000 sec): 3 clusters
  Score: Raw -1089809.974851 + Penalty 4377.331913 = -1085432.642938
  nChanged 19
		SP:Iteration 21Q (93826.890000 sec): 3 clusters
  Score: Raw -1089816.196332 + Penalty 4377.331913 = -1085438.864419
  nChanged 14
		SP:Iteration 22Q (93827.080000 sec): 3 clusters
  Score: Raw -1089821.046101 + Penalty 4377.331913 = -1085443.714188
  nChanged 13
		SP:Iteration 23Q (93827.260000 sec): 3 clusters
  Score: Raw -1089824.513106 + Penalty 4377.331913 = -1085447.181193
  nChanged 14
		SP:Iteration 24Q (93827.460000 sec): 3 clusters
  Score: Raw -1089828.211353 + Penalty 4377.331913 = -1085450.879440
  nChanged 10
		SP:Iteration 25Q (93827.660000 sec): 3 clusters
  Score: Raw -1089830.704579 + Penalty 4377.331913 = -1085453.372666
  nChanged 9
		SP:Iteration 26Q (93827.900000 sec): 3 clusters
  Score: Raw -1089833.050853 + Penalty 4377.331913 = -1085455.718940
  nChanged 10
		SP:Iteration 27Q (93828.090000 sec): 3 clusters
  Score: Raw -1089835.815712 + Penalty 4377.331913 = -1085458.483799
  nChanged 11
		SP:Iteration 28Q (93828.300000 sec): 3 clusters
  Score: Raw -1089839.156432 + Penalty 4377.331913 = -1085461.824519
  nChanged 7
		SP:Iteration 29Q (93828.430000 sec): 3 clusters
  Score: Raw -1089840.745809 + Penalty 4377.331913 = -1085463.413896
  nChanged 7
		SP:Iteration 30Q (93828.600000 sec): 3 clusters
  Score: Raw -1089842.911605 + Penalty 4377.331913 = -1085465.579692
  nChanged 9
		SP:Iteration 31Q (93828.770000 sec): 3 clusters
  Score: Raw -1089845.575344 + Penalty 4377.331913 = -1085468.243431
  nChanged 8
		SP:Iteration 32Q (93828.950000 sec): 3 clusters
  Score: Raw -1089847.619658 + Penalty 4377.331913 = -1085470.287745
  nChanged 7
		SP:Iteration 33Q (93829.120000 sec): 3 clusters
  Score: Raw -1089848.890188 + Penalty 4377.331913 = -1085471.558276
  nChanged 5
		SP:Iteration 34Q (93829.300000 sec): 3 clusters
  Score: Raw -1089850.056257 + Penalty 4377.331913 = -1085472.724345
  nChanged 6
		SP:Iteration 35Q (93829.470000 sec): 3 clusters
  Score: Raw -1089851.394645 + Penalty 4377.331913 = -1085474.062732
  nChanged 7
		SP:Iteration 36Q (93829.670000 sec): 3 clusters
  Score: Raw -1089853.148867 + Penalty 4377.331913 = -1085475.816954
  nChanged 7
		SP:Iteration 37Q (93829.910000 sec): 3 clusters
  Score: Raw -1089855.199023 + Penalty 4377.331913 = -1085477.867110
  nChanged 5
		SP:Iteration 38Q (93830.080000 sec): 3 clusters
  Score: Raw -1089856.411970 + Penalty 4377.331913 = -1085479.080057
  nChanged 3
		SP:Iteration 39Q (93830.250000 sec): 3 clusters
  Score: Raw -1089856.922461 + Penalty 4377.331913 = -1085479.590548
  nChanged 2
		SP:Iteration 40F (93830.430000 sec): 3 clusters
  Score: Raw -1089857.447770 + Penalty 4377.331913 = -1085480.115857
  nChanged 1
		SP:Iteration 41Q (93830.600000 sec): 3 clusters
  Score: Raw -1089857.693580 + Penalty 4377.331913 = -1085480.361667
  nChanged 3
		SP:Iteration 42Q (93830.770000 sec): 3 clusters
  Score: Raw -1089858.947474 + Penalty 4377.331913 = -1085481.615561
  nChanged 5
		SP:Iteration 43Q (93830.950000 sec): 3 clusters
  Score: Raw -1089860.279403 + Penalty 4377.331913 = -1085482.947490
  nChanged 6
		SP:Iteration 44Q (93831.190000 sec): 3 clusters
  Score: Raw -1089861.619064 + Penalty 4377.331913 = -1085484.287151
  nChanged 2
		SP:Iteration 45Q (93831.380000 sec): 3 clusters
  Score: Raw -1089861.932608 + Penalty 4377.331913 = -1085484.600695
  nChanged 0
		SP:Iteration 46F (93831.610000 sec): 3 clusters
  Score: Raw -1089861.932608 + Penalty 4377.331913 = -1085484.600695
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (5996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93831.730000 sec): 2 clusters
  Score: Raw -943595.980742 + Penalty 2157.314269 = -941438.666472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93831.920000 sec): 3 clusters
  Score: Raw -940585.902363 + Penalty 4314.628538 = -936271.273825
  nChanged 2350
		SP:Iteration 1F (93832.100000 sec): 3 clusters
  Score: Raw -941933.810192 + Penalty 4314.628538 = -937619.181654
  nChanged 406
		SP:Iteration 2F (93832.300000 sec): 3 clusters
  Score: Raw -942167.084980 + Penalty 4314.628538 = -937852.456442
  nChanged 330
		SP:Iteration 3F (93832.490000 sec): 3 clusters
  Score: Raw -942339.061173 + Penalty 4314.628538 = -938024.432634
  nChanged 245
		SP:Iteration 4Q (93832.690000 sec): 3 clusters
  Score: Raw -942466.723227 + Penalty 4314.628538 = -938152.094688
  nChanged 198
		SP:Iteration 5Q (93832.890000 sec): 3 clusters
  Score: Raw -942562.696728 + Penalty 4314.628538 = -938248.068190
  nChanged 160
		SP:Iteration 6Q (93833.080000 sec): 3 clusters
  Score: Raw -942639.615760 + Penalty 4314.628538 = -938324.987222
  nChanged 150
		SP:Iteration 7Q (93833.270000 sec): 3 clusters
  Score: Raw -942715.900562 + Penalty 4314.628538 = -938401.272024
  nChanged 120
		SP:Iteration 8Q (93833.470000 sec): 3 clusters
  Score: Raw -942774.613197 + Penalty 4314.628538 = -938459.984659
  nChanged 120
		SP:Iteration 9Q (93833.660000 sec): 3 clusters
  Score: Raw -942827.317851 + Penalty 4314.628538 = -938512.689313
  nChanged 120
		SP:Iteration 10Q (93833.860000 sec): 3 clusters
  Score: Raw -942881.858169 + Penalty 4314.628538 = -938567.229631
  nChanged 109
		SP:Iteration 11Q (93834.010000 sec): 3 clusters
  Score: Raw -942940.381643 + Penalty 4314.628538 = -938625.753105
  nChanged 116
		SP:Iteration 12Q (93834.160000 sec): 3 clusters
  Score: Raw -943000.705888 + Penalty 4314.628538 = -938686.077349
  nChanged 120
		SP:Iteration 13Q (93834.350000 sec): 3 clusters
  Score: Raw -943060.885292 + Penalty 4314.628538 = -938746.256754
  nChanged 107
		SP:Iteration 14Q (93834.490000 sec): 3 clusters
  Score: Raw -943112.472629 + Penalty 4314.628538 = -938797.844091
  nChanged 114
		SP:Iteration 15Q (93834.600000 sec): 3 clusters
  Score: Raw -943170.170561 + Penalty 4314.628538 = -938855.542023
  nChanged 107
		SP:Iteration 16Q (93834.810000 sec): 3 clusters
  Score: Raw -943217.319354 + Penalty 4314.628538 = -938902.690815
  nChanged 103
		SP:Iteration 17Q (93835.000000 sec): 3 clusters
  Score: Raw -943264.417344 + Penalty 4314.628538 = -938949.788806
  nChanged 79
		SP:Iteration 18Q (93835.190000 sec): 3 clusters
  Score: Raw -943299.884638 + Penalty 4314.628538 = -938985.256100
  nChanged 89
		SP:Iteration 19Q (93835.390000 sec): 3 clusters
  Score: Raw -943339.588043 + Penalty 4314.628538 = -939024.959505
  nChanged 90
		SP:Iteration 20F (93835.590000 sec): 3 clusters
  Score: Raw -943380.005936 + Penalty 4314.628538 = -939065.377398
  nChanged 82
		SP:Iteration 21Q (93835.810000 sec): 3 clusters
  Score: Raw -943416.204619 + Penalty 4314.628538 = -939101.576081
  nChanged 52
		SP:Iteration 22Q (93835.980000 sec): 3 clusters
  Score: Raw -943437.595039 + Penalty 4314.628538 = -939122.966501
  nChanged 49
		SP:Iteration 23Q (93836.180000 sec): 3 clusters
  Score: Raw -943457.870913 + Penalty 4314.628538 = -939143.242375
  nChanged 48
		SP:Iteration 24Q (93836.370000 sec): 3 clusters
  Score: Raw -943474.178577 + Penalty 4314.628538 = -939159.550039
  nChanged 43
		SP:Iteration 25Q (93836.570000 sec): 3 clusters
  Score: Raw -943489.817486 + Penalty 4314.628538 = -939175.188948
  nChanged 34
		SP:Iteration 26Q (93836.780000 sec): 3 clusters
  Score: Raw -943503.797504 + Penalty 4314.628538 = -939189.168966
  nChanged 45
		SP:Iteration 27Q (93836.960000 sec): 3 clusters
  Score: Raw -943528.459050 + Penalty 4314.628538 = -939213.830512
  nChanged 54
		SP:Iteration 28Q (93837.150000 sec): 3 clusters
  Score: Raw -943553.398952 + Penalty 4314.628538 = -939238.770414
  nChanged 63
		SP:Iteration 29Q (93837.290000 sec): 3 clusters
  Score: Raw -943590.519467 + Penalty 4314.628538 = -939275.890929
  nChanged 78
		SP:Iteration 30Q (93837.420000 sec): 3 clusters
  Score: Raw -943647.582898 + Penalty 4314.628538 = -939332.954360
  nChanged 99
		SP:Iteration 31Q (93837.640000 sec): 3 clusters
  Score: Raw -943740.575811 + Penalty 4314.628538 = -939425.947273
  nChanged 127
		SP:Iteration 32Q (93837.810000 sec): 3 clusters
  Score: Raw -943899.830802 + Penalty 4314.628538 = -939585.202263
  nChanged 139
		SP:Iteration 33Q (93838.010000 sec): 3 clusters
  Score: Raw -944047.925041 + Penalty 4314.628538 = -939733.296503
  nChanged 145
		SP:Iteration 34Q (93838.200000 sec): 3 clusters
  Score: Raw -944188.164984 + Penalty 4314.628538 = -939873.536445
  nChanged 125
		SP:Iteration 35Q (93838.390000 sec): 3 clusters
  Score: Raw -944310.684102 + Penalty 4314.628538 = -939996.055564
  nChanged 97
		SP:Iteration 36Q (93838.570000 sec): 3 clusters
  Score: Raw -944390.558691 + Penalty 4314.628538 = -940075.930153
  nChanged 82
		SP:Iteration 37Q (93838.790000 sec): 3 clusters
  Score: Raw -944446.212613 + Penalty 4314.628538 = -940131.584075
  nChanged 69
		SP:Iteration 38Q (93838.980000 sec): 3 clusters
  Score: Raw -944486.513065 + Penalty 4314.628538 = -940171.884527
  nChanged 56
		SP:Iteration 39Q (93839.170000 sec): 3 clusters
  Score: Raw -944514.765637 + Penalty 4314.628538 = -940200.137099
  nChanged 41
		SP:Iteration 40F (93839.350000 sec): 3 clusters
  Score: Raw -944537.934215 + Penalty 4314.628538 = -940223.305677
  nChanged 37
		SP:Iteration 41Q (93839.550000 sec): 3 clusters
  Score: Raw -944556.526386 + Penalty 4314.628538 = -940241.897848
  nChanged 36
		SP:Iteration 42Q (93839.740000 sec): 3 clusters
  Score: Raw -944574.451007 + Penalty 4314.628538 = -940259.822469
  nChanged 36
		SP:Iteration 43Q (93839.930000 sec): 3 clusters
  Score: Raw -944593.123340 + Penalty 4314.628538 = -940278.494802
  nChanged 29
		SP:Iteration 44Q (93840.110000 sec): 3 clusters
  Score: Raw -944608.615703 + Penalty 4314.628538 = -940293.987165
  nChanged 31
		SP:Iteration 45Q (93840.250000 sec): 3 clusters
  Score: Raw -944625.497818 + Penalty 4314.628538 = -940310.869280
  nChanged 26
		SP:Iteration 46Q (93840.420000 sec): 3 clusters
  Score: Raw -944642.101361 + Penalty 4314.628538 = -940327.472823
  nChanged 21
		SP:Iteration 47Q (93840.600000 sec): 3 clusters
  Score: Raw -944653.312961 + Penalty 4314.628538 = -940338.684423
  nChanged 18
		SP:Iteration 48Q (93840.780000 sec): 3 clusters
  Score: Raw -944660.219650 + Penalty 4314.628538 = -940345.591112
  nChanged 10
		SP:Iteration 49Q (93840.960000 sec): 3 clusters
  Score: Raw -944663.889656 + Penalty 4314.628538 = -940349.261118
  nChanged 10
		SP:Iteration 50Q (93841.140000 sec): 3 clusters
  Score: Raw -944666.959192 + Penalty 4314.628538 = -940352.330654
  nChanged 9
		SP:Iteration 51Q (93841.320000 sec): 3 clusters
  Score: Raw -944670.267703 + Penalty 4314.628538 = -940355.639165
  nChanged 9
		SP:Iteration 52Q (93841.540000 sec): 3 clusters
  Score: Raw -944674.747166 + Penalty 4314.628538 = -940360.118628
  nChanged 14
		SP:Iteration 53Q (93841.720000 sec): 3 clusters
  Score: Raw -944679.190375 + Penalty 4314.628538 = -940364.561837
  nChanged 13
		SP:Iteration 54Q (93841.910000 sec): 3 clusters
  Score: Raw -944683.774311 + Penalty 4314.628538 = -940369.145773
  nChanged 12
		SP:Iteration 55Q (93842.110000 sec): 3 clusters
  Score: Raw -944688.908291 + Penalty 4314.628538 = -940374.279752
  nChanged 9
		SP:Iteration 56Q (93842.290000 sec): 3 clusters
  Score: Raw -944694.213472 + Penalty 4314.628538 = -940379.584934
  nChanged 12
		SP:Iteration 57Q (93842.420000 sec): 3 clusters
  Score: Raw -944699.681316 + Penalty 4314.628538 = -940385.052778
  nChanged 11
		SP:Iteration 58Q (93842.570000 sec): 3 clusters
  Score: Raw -944703.038237 + Penalty 4314.628538 = -940388.409699
  nChanged 6
		SP:Iteration 59Q (93842.740000 sec): 3 clusters
  Score: Raw -944704.723017 + Penalty 4314.628538 = -940390.094479
  nChanged 3
		SP:Iteration 60F (93842.970000 sec): 3 clusters
  Score: Raw -944705.360624 + Penalty 4314.628538 = -940390.732086
  nChanged 2
		SP:Iteration 61Q (93843.140000 sec): 3 clusters
  Score: Raw -944705.836498 + Penalty 4314.628538 = -940391.207960
  nChanged 2
		SP:Iteration 62Q (93843.310000 sec): 3 clusters
  Score: Raw -944706.636998 + Penalty 4314.628538 = -940392.008460
  nChanged 0
		SP:Iteration 63F (93843.550000 sec): 3 clusters
  Score: Raw -944706.636998 + Penalty 4314.628538 = -940392.008460
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (14879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93843.700000 sec): 2 clusters
  Score: Raw -2175495.477974 + Penalty 2382.711113 = -2173112.766861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93843.900000 sec): 3 clusters
  Score: Raw -2167108.567249 + Penalty 4765.422227 = -2162343.145023
  nChanged 6405
		SP:Iteration 1F (93844.130000 sec): 3 clusters
  Score: Raw -2170909.594383 + Penalty 4765.422227 = -2166144.172157
  nChanged 1120
		SP:Iteration 2F (93844.410000 sec): 3 clusters
  Score: Raw -2171705.997325 + Penalty 4765.422227 = -2166940.575098
  nChanged 1043
		SP:Iteration 3F (93844.660000 sec): 3 clusters
  Score: Raw -2172467.715232 + Penalty 4765.422227 = -2167702.293005
  nChanged 978
		SP:Iteration 4F (93844.910000 sec): 3 clusters
  Score: Raw -2173166.031038 + Penalty 4765.422227 = -2168400.608811
  nChanged 943
		SP:Iteration 5F (93845.180000 sec): 3 clusters
  Score: Raw -2173814.285345 + Penalty 4765.422227 = -2169048.863118
  nChanged 862
		SP:Iteration 6F (93845.450000 sec): 3 clusters
  Score: Raw -2174456.952645 + Penalty 4765.422227 = -2169691.530419
  nChanged 732
		SP:Iteration 7Q (93845.720000 sec): 3 clusters
  Score: Raw -2174999.588868 + Penalty 4765.422227 = -2170234.166641
  nChanged 628
		SP:Iteration 8Q (93845.950000 sec): 3 clusters
  Score: Raw -2175464.596661 + Penalty 4765.422227 = -2170699.174435
  nChanged 551
		SP:Iteration 9Q (93846.230000 sec): 3 clusters
  Score: Raw -2175910.120265 + Penalty 4765.422227 = -2171144.698039
  nChanged 476
		SP:Iteration 10Q (93846.550000 sec): 3 clusters
  Score: Raw -2176270.954020 + Penalty 4765.422227 = -2171505.531794
  nChanged 406
		SP:Iteration 11Q (93846.850000 sec): 3 clusters
  Score: Raw -2176601.848024 + Penalty 4765.422227 = -2171836.425797
  nChanged 337
		SP:Iteration 12Q (93847.120000 sec): 3 clusters
  Score: Raw -2176880.402594 + Penalty 4765.422227 = -2172114.980368
  nChanged 304
		SP:Iteration 13Q (93847.390000 sec): 3 clusters
  Score: Raw -2177149.708056 + Penalty 4765.422227 = -2172384.285830
  nChanged 262
		SP:Iteration 14Q (93847.660000 sec): 3 clusters
  Score: Raw -2177363.205509 + Penalty 4765.422227 = -2172597.783282
  nChanged 210
		SP:Iteration 15Q (93847.950000 sec): 3 clusters
  Score: Raw -2177487.834217 + Penalty 4765.422227 = -2172722.411991
  nChanged 166
		SP:Iteration 16Q (93848.150000 sec): 3 clusters
  Score: Raw -2177559.875636 + Penalty 4765.422227 = -2172794.453409
  nChanged 103
		SP:Iteration 17Q (93848.360000 sec): 3 clusters
  Score: Raw -2177592.167634 + Penalty 4765.422227 = -2172826.745408
  nChanged 60
		SP:Iteration 18Q (93848.600000 sec): 3 clusters
  Score: Raw -2177608.181228 + Penalty 4765.422227 = -2172842.759001
  nChanged 38
		SP:Iteration 19Q (93848.860000 sec): 3 clusters
  Score: Raw -2177619.237117 + Penalty 4765.422227 = -2172853.814890
  nChanged 30
		SP:Iteration 20F (93849.110000 sec): 3 clusters
  Score: Raw -2177625.859609 + Penalty 4765.422227 = -2172860.437383
  nChanged 23
		SP:Iteration 21Q (93849.370000 sec): 3 clusters
  Score: Raw -2177629.527236 + Penalty 4765.422227 = -2172864.105010
  nChanged 12
		SP:Iteration 22Q (93849.620000 sec): 3 clusters
  Score: Raw -2177631.298708 + Penalty 4765.422227 = -2172865.876482
  nChanged 6
		SP:Iteration 23Q (93849.890000 sec): 3 clusters
  Score: Raw -2177632.110919 + Penalty 4765.422227 = -2172866.688693
  nChanged 4
		SP:Iteration 24Q (93850.170000 sec): 3 clusters
  Score: Raw -2177633.016321 + Penalty 4765.422227 = -2172867.594095
  nChanged 7
		SP:Iteration 25Q (93850.390000 sec): 3 clusters
  Score: Raw -2177633.928444 + Penalty 4765.422227 = -2172868.506218
  nChanged 4
		SP:Iteration 26Q (93850.660000 sec): 3 clusters
  Score: Raw -2177634.640313 + Penalty 4765.422227 = -2172869.218087
  nChanged 2
		SP:Iteration 27Q (93850.930000 sec): 3 clusters
  Score: Raw -2177634.775485 + Penalty 4765.422227 = -2172869.353259
  nChanged 1
		SP:Iteration 28Q (93851.210000 sec): 3 clusters
  Score: Raw -2177634.955188 + Penalty 4765.422227 = -2172869.532962
  nChanged 0
		SP:Iteration 29F (93851.470000 sec): 3 clusters
  Score: Raw -2177634.955188 + Penalty 4765.422227 = -2172869.532962
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (31123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93851.740000 sec): 2 clusters
  Score: Raw -4932567.731953 + Penalty 2565.734189 = -4930001.997764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93852.180000 sec): 3 clusters
  Score: Raw -4913731.052574 + Penalty 5131.468378 = -4908599.584196
  nChanged 14037
		SP:Iteration 1F (93852.610000 sec): 3 clusters
  Score: Raw -4921372.399545 + Penalty 5131.468378 = -4916240.931167
  nChanged 1529
		SP:Iteration 2Q (93853.050000 sec): 3 clusters
  Score: Raw -4921933.673274 + Penalty 5131.468378 = -4916802.204896
  nChanged 1456
		SP:Iteration 3Q (93853.490000 sec): 3 clusters
  Score: Raw -4922529.649804 + Penalty 5131.468378 = -4917398.181426
  nChanged 1484
		SP:Iteration 4Q (93853.880000 sec): 3 clusters
  Score: Raw -4923272.152386 + Penalty 5131.468378 = -4918140.684008
  nChanged 1662
		SP:Iteration 5F (93854.320000 sec): 3 clusters
  Score: Raw -4924281.415076 + Penalty 5131.468378 = -4919149.946698
  nChanged 1924
		SP:Iteration 6F (93854.800000 sec): 3 clusters
  Score: Raw -4925604.356790 + Penalty 5131.468378 = -4920472.888412
  nChanged 2109
		SP:Iteration 7F (93855.160000 sec): 3 clusters
  Score: Raw -4927260.169967 + Penalty 5131.468378 = -4922128.701590
  nChanged 2123
		SP:Iteration 8F (93855.580000 sec): 3 clusters
  Score: Raw -4929107.964546 + Penalty 5131.468378 = -4923976.496168
  nChanged 1737
		SP:Iteration 9F (93856.030000 sec): 3 clusters
  Score: Raw -4930660.281384 + Penalty 5131.468378 = -4925528.813007
  nChanged 1182
		SP:Iteration 10Q (93856.430000 sec): 3 clusters
  Score: Raw -4931733.887284 + Penalty 5131.468378 = -4926602.418906
  nChanged 621
		SP:Iteration 11Q (93856.840000 sec): 3 clusters
  Score: Raw -4932306.349582 + Penalty 5131.468378 = -4927174.881204
  nChanged 253
		SP:Iteration 12Q (93857.180000 sec): 3 clusters
  Score: Raw -4932548.911993 + Penalty 5131.468378 = -4927417.443615
  nChanged 117
		SP:Iteration 13Q (93857.630000 sec): 3 clusters
  Score: Raw -4932662.077912 + Penalty 5131.468378 = -4927530.609534
  nChanged 55
		SP:Iteration 14Q (93857.990000 sec): 3 clusters
  Score: Raw -4932726.976961 + Penalty 5131.468378 = -4927595.508583
  nChanged 36
		SP:Iteration 15Q (93858.350000 sec): 3 clusters
  Score: Raw -4932769.047586 + Penalty 5131.468378 = -4927637.579209
  nChanged 30
		SP:Iteration 16Q (93858.690000 sec): 3 clusters
  Score: Raw -4932810.869048 + Penalty 5131.468378 = -4927679.400670
  nChanged 16
		SP:Iteration 17Q (93859.050000 sec): 3 clusters
  Score: Raw -4932830.136102 + Penalty 5131.468378 = -4927698.667724
  nChanged 11
		SP:Iteration 18Q (93859.410000 sec): 3 clusters
  Score: Raw -4932845.893302 + Penalty 5131.468378 = -4927714.424924
  nChanged 12
		SP:Iteration 19Q (93859.820000 sec): 3 clusters
  Score: Raw -4932862.572582 + Penalty 5131.468378 = -4927731.104204
  nChanged 8
		SP:Iteration 20F (93860.190000 sec): 3 clusters
  Score: Raw -4932874.919429 + Penalty 5131.468378 = -4927743.451051
  nChanged 5
		SP:Iteration 21Q (93860.580000 sec): 3 clusters
  Score: Raw -4932881.056462 + Penalty 5131.468378 = -4927749.588084
  nChanged 3
		SP:Iteration 22Q (93860.980000 sec): 3 clusters
  Score: Raw -4932884.941572 + Penalty 5131.468378 = -4927753.473194
  nChanged 3
		SP:Iteration 23Q (93861.340000 sec): 3 clusters
  Score: Raw -4932887.922988 + Penalty 5131.468378 = -4927756.454611
  nChanged 2
		SP:Iteration 24Q (93861.690000 sec): 3 clusters
  Score: Raw -4932890.053831 + Penalty 5131.468378 = -4927758.585453
  nChanged 1
		SP:Iteration 25Q (93861.980000 sec): 3 clusters
  Score: Raw -4932891.242956 + Penalty 5131.468378 = -4927759.774578
  nChanged 2
		SP:Iteration 26Q (93862.380000 sec): 3 clusters
  Score: Raw -4932893.425002 + Penalty 5131.468378 = -4927761.956624
  nChanged 4
		SP:Iteration 27Q (93862.740000 sec): 3 clusters
  Score: Raw -4932898.048761 + Penalty 5131.468378 = -4927766.580383
  nChanged 2
		SP:Iteration 28Q (93863.110000 sec): 3 clusters
  Score: Raw -4932900.573690 + Penalty 5131.468378 = -4927769.105312
  nChanged 0
		SP:Iteration 29F (93863.490000 sec): 3 clusters
  Score: Raw -4932900.573690 + Penalty 5131.468378 = -4927769.105312
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (21493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93863.730000 sec): 2 clusters
  Score: Raw -3430769.416723 + Penalty 2473.919680 = -3428295.497043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93864.080000 sec): 3 clusters
  Score: Raw -3418385.761555 + Penalty 4947.839360 = -3413437.922196
  nChanged 9414
		SP:Iteration 1F (93864.400000 sec): 3 clusters
  Score: Raw -3423468.617661 + Penalty 4947.839360 = -3418520.778301
  nChanged 1415
		SP:Iteration 2F (93864.730000 sec): 3 clusters
  Score: Raw -3424222.865614 + Penalty 4947.839360 = -3419275.026254
  nChanged 1434
		SP:Iteration 3F (93865.060000 sec): 3 clusters
  Score: Raw -3425061.651302 + Penalty 4947.839360 = -3420113.811942
  nChanged 1398
		SP:Iteration 4F (93865.360000 sec): 3 clusters
  Score: Raw -3425932.967535 + Penalty 4947.839360 = -3420985.128175
  nChanged 1397
		SP:Iteration 5F (93865.670000 sec): 3 clusters
  Score: Raw -3426827.205275 + Penalty 4947.839360 = -3421879.365915
  nChanged 1308
		SP:Iteration 6F (93866.000000 sec): 3 clusters
  Score: Raw -3427666.230530 + Penalty 4947.839360 = -3422718.391170
  nChanged 1201
		SP:Iteration 7F (93866.320000 sec): 3 clusters
  Score: Raw -3428381.283239 + Penalty 4947.839360 = -3423433.443879
  nChanged 952
		SP:Iteration 8Q (93866.690000 sec): 3 clusters
  Score: Raw -3428924.399771 + Penalty 4947.839360 = -3423976.560412
  nChanged 871
		SP:Iteration 9Q (93867.070000 sec): 3 clusters
  Score: Raw -3429404.829675 + Penalty 4947.839360 = -3424456.990315
  nChanged 684
		SP:Iteration 10Q (93867.370000 sec): 3 clusters
  Score: Raw -3429744.464818 + Penalty 4947.839360 = -3424796.625458
  nChanged 552
		SP:Iteration 11Q (93867.760000 sec): 3 clusters
  Score: Raw -3430008.548783 + Penalty 4947.839360 = -3425060.709424
  nChanged 463
		SP:Iteration 12Q (93868.140000 sec): 3 clusters
  Score: Raw -3430220.543586 + Penalty 4947.839360 = -3425272.704227
  nChanged 397
		SP:Iteration 13Q (93868.470000 sec): 3 clusters
  Score: Raw -3430396.173562 + Penalty 4947.839360 = -3425448.334202
  nChanged 327
		SP:Iteration 14Q (93868.800000 sec): 3 clusters
  Score: Raw -3430540.516889 + Penalty 4947.839360 = -3425592.677530
  nChanged 265
		SP:Iteration 15Q (93869.110000 sec): 3 clusters
  Score: Raw -3430649.242571 + Penalty 4947.839360 = -3425701.403211
  nChanged 204
		SP:Iteration 16Q (93869.460000 sec): 3 clusters
  Score: Raw -3430736.707119 + Penalty 4947.839360 = -3425788.867760
  nChanged 166
		SP:Iteration 17Q (93869.790000 sec): 3 clusters
  Score: Raw -3430806.661852 + Penalty 4947.839360 = -3425858.822492
  nChanged 147
		SP:Iteration 18Q (93870.120000 sec): 3 clusters
  Score: Raw -3430867.804484 + Penalty 4947.839360 = -3425919.965124
  nChanged 126
		SP:Iteration 19Q (93870.460000 sec): 3 clusters
  Score: Raw -3430922.812644 + Penalty 4947.839360 = -3425974.973284
  nChanged 114
		SP:Iteration 20F (93870.810000 sec): 3 clusters
  Score: Raw -3430973.045758 + Penalty 4947.839360 = -3426025.206399
  nChanged 93
		SP:Iteration 21Q (93871.140000 sec): 3 clusters
  Score: Raw -3431013.916402 + Penalty 4947.839360 = -3426066.077043
  nChanged 75
		SP:Iteration 22Q (93871.470000 sec): 3 clusters
  Score: Raw -3431047.346021 + Penalty 4947.839360 = -3426099.506662
  nChanged 57
		SP:Iteration 23Q (93871.800000 sec): 3 clusters
  Score: Raw -3431069.930887 + Penalty 4947.839360 = -3426122.091528
  nChanged 38
		SP:Iteration 24Q (93872.140000 sec): 3 clusters
  Score: Raw -3431085.260531 + Penalty 4947.839360 = -3426137.421171
  nChanged 44
		SP:Iteration 25Q (93872.470000 sec): 3 clusters
  Score: Raw -3431101.181396 + Penalty 4947.839360 = -3426153.342036
  nChanged 28
		SP:Iteration 26Q (93872.760000 sec): 3 clusters
  Score: Raw -3431112.169662 + Penalty 4947.839360 = -3426164.330303
  nChanged 24
		SP:Iteration 27Q (93873.090000 sec): 3 clusters
  Score: Raw -3431123.278748 + Penalty 4947.839360 = -3426175.439389
  nChanged 22
		SP:Iteration 28Q (93873.460000 sec): 3 clusters
  Score: Raw -3431132.403792 + Penalty 4947.839360 = -3426184.564433
  nChanged 21
		SP:Iteration 29Q (93873.830000 sec): 3 clusters
  Score: Raw -3431141.384658 + Penalty 4947.839360 = -3426193.545299
  nChanged 23
		SP:Iteration 30Q (93874.150000 sec): 3 clusters
  Score: Raw -3431153.342893 + Penalty 4947.839360 = -3426205.503534
  nChanged 22
		SP:Iteration 31Q (93874.450000 sec): 3 clusters
  Score: Raw -3431163.311801 + Penalty 4947.839360 = -3426215.472441
  nChanged 20
		SP:Iteration 32Q (93874.740000 sec): 3 clusters
  Score: Raw -3431170.715343 + Penalty 4947.839360 = -3426222.875984
  nChanged 13
		SP:Iteration 33Q (93875.050000 sec): 3 clusters
  Score: Raw -3431174.942829 + Penalty 4947.839360 = -3426227.103469
  nChanged 5
		SP:Iteration 34Q (93875.380000 sec): 3 clusters
  Score: Raw -3431176.309091 + Penalty 4947.839360 = -3426228.469732
  nChanged 5
		SP:Iteration 35Q (93875.710000 sec): 3 clusters
  Score: Raw -3431177.587799 + Penalty 4947.839360 = -3426229.748439
  nChanged 2
		SP:Iteration 36Q (93876.040000 sec): 3 clusters
  Score: Raw -3431177.945670 + Penalty 4947.839360 = -3426230.106311
  nChanged 2
		SP:Iteration 37Q (93876.270000 sec): 3 clusters
  Score: Raw -3431178.567790 + Penalty 4947.839360 = -3426230.728430
  nChanged 3
		SP:Iteration 38Q (93876.590000 sec): 3 clusters
  Score: Raw -3431179.276837 + Penalty 4947.839360 = -3426231.437478
  nChanged 0
		SP:Iteration 39F (93876.890000 sec): 3 clusters
  Score: Raw -3431179.276837 + Penalty 4947.839360 = -3426231.437478
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (2974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93876.960000 sec): 2 clusters
  Score: Raw -448030.797797 + Penalty 1983.420456 = -446047.377342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93877.120000 sec): 3 clusters
  Score: Raw -446773.023741 + Penalty 3966.840911 = -442806.182830
  nChanged 1048
		SP:Iteration 1F (93877.280000 sec): 3 clusters
  Score: Raw -447449.398855 + Penalty 3966.840911 = -443482.557944
  nChanged 241
		SP:Iteration 2F (93877.440000 sec): 3 clusters
  Score: Raw -447612.122973 + Penalty 3966.840911 = -443645.282062
  nChanged 145
		SP:Iteration 3Q (93877.600000 sec): 3 clusters
  Score: Raw -447715.049849 + Penalty 3966.840911 = -443748.208938
  nChanged 101
		SP:Iteration 4Q (93877.790000 sec): 3 clusters
  Score: Raw -447776.888348 + Penalty 3966.840911 = -443810.047437
  nChanged 77
		SP:Iteration 5Q (93877.950000 sec): 3 clusters
  Score: Raw -447821.103810 + Penalty 3966.840911 = -443854.262899
  nChanged 54
		SP:Iteration 6Q (93878.070000 sec): 3 clusters
  Score: Raw -447854.263668 + Penalty 3966.840911 = -443887.422757
  nChanged 52
		SP:Iteration 7Q (93878.250000 sec): 3 clusters
  Score: Raw -447883.888099 + Penalty 3966.840911 = -443917.047188
  nChanged 41
		SP:Iteration 8Q (93878.410000 sec): 3 clusters
  Score: Raw -447909.062094 + Penalty 3966.840911 = -443942.221183
  nChanged 49
		SP:Iteration 9Q (93878.580000 sec): 3 clusters
  Score: Raw -447936.079590 + Penalty 3966.840911 = -443969.238679
  nChanged 49
		SP:Iteration 10Q (93878.740000 sec): 3 clusters
  Score: Raw -447969.785051 + Penalty 3966.840911 = -444002.944140
  nChanged 42
		SP:Iteration 11Q (93878.930000 sec): 3 clusters
  Score: Raw -447998.471981 + Penalty 3966.840911 = -444031.631070
  nChanged 40
		SP:Iteration 12Q (93879.110000 sec): 3 clusters
  Score: Raw -448023.090691 + Penalty 3966.840911 = -444056.249780
  nChanged 37
		SP:Iteration 13Q (93879.290000 sec): 3 clusters
  Score: Raw -448043.317406 + Penalty 3966.840911 = -444076.476495
  nChanged 25
		SP:Iteration 14Q (93879.460000 sec): 3 clusters
  Score: Raw -448054.163492 + Penalty 3966.840911 = -444087.322581
  nChanged 18
		SP:Iteration 15Q (93879.640000 sec): 3 clusters
  Score: Raw -448061.376151 + Penalty 3966.840911 = -444094.535240
  nChanged 8
		SP:Iteration 16Q (93879.810000 sec): 3 clusters
  Score: Raw -448064.895771 + Penalty 3966.840911 = -444098.054860
  nChanged 11
		SP:Iteration 17Q (93879.990000 sec): 3 clusters
  Score: Raw -448068.620950 + Penalty 3966.840911 = -444101.780039
  nChanged 10
		SP:Iteration 18Q (93880.170000 sec): 3 clusters
  Score: Raw -448073.331662 + Penalty 3966.840911 = -444106.490751
  nChanged 7
		SP:Iteration 19Q (93880.340000 sec): 3 clusters
  Score: Raw -448078.856512 + Penalty 3966.840911 = -444112.015601
  nChanged 14
		SP:Iteration 20F (93880.520000 sec): 3 clusters
  Score: Raw -448085.508004 + Penalty 3966.840911 = -444118.667093
  nChanged 12
		SP:Iteration 21Q (93880.650000 sec): 3 clusters
  Score: Raw -448090.695436 + Penalty 3966.840911 = -444123.854525
  nChanged 9
		SP:Iteration 22Q (93880.820000 sec): 3 clusters
  Score: Raw -448093.434467 + Penalty 3966.840911 = -444126.593556
  nChanged 6
		SP:Iteration 23Q (93881.060000 sec): 3 clusters
  Score: Raw -448095.860495 + Penalty 3966.840911 = -444129.019584
  nChanged 8
		SP:Iteration 24Q (93881.220000 sec): 3 clusters
  Score: Raw -448099.348018 + Penalty 3966.840911 = -444132.507107
  nChanged 8
		SP:Iteration 25Q (93881.370000 sec): 3 clusters
  Score: Raw -448102.216282 + Penalty 3966.840911 = -444135.375371
  nChanged 9
		SP:Iteration 26Q (93881.550000 sec): 3 clusters
  Score: Raw -448104.841021 + Penalty 3966.840911 = -444138.000110
  nChanged 3
		SP:Iteration 27Q (93881.720000 sec): 3 clusters
  Score: Raw -448105.900544 + Penalty 3966.840911 = -444139.059633
  nChanged 4
		SP:Iteration 28Q (93881.900000 sec): 3 clusters
  Score: Raw -448107.874753 + Penalty 3966.840911 = -444141.033842
  nChanged 2
		SP:Iteration 29Q (93882.070000 sec): 3 clusters
  Score: Raw -448109.739993 + Penalty 3966.840911 = -444142.899082
  nChanged 1
		SP:Iteration 30Q (93882.250000 sec): 3 clusters
  Score: Raw -448109.891403 + Penalty 3966.840911 = -444143.050492
  nChanged 1
		SP:Iteration 31Q (93882.430000 sec): 3 clusters
  Score: Raw -448111.551521 + Penalty 3966.840911 = -444144.710610
  nChanged 3
		SP:Iteration 32Q (93882.600000 sec): 3 clusters
  Score: Raw -448112.514424 + Penalty 3966.840911 = -444145.673513
  nChanged 1
		SP:Iteration 33Q (93882.780000 sec): 3 clusters
  Score: Raw -448112.762618 + Penalty 3966.840911 = -444145.921707
  nChanged 0
		SP:Iteration 34F (93882.950000 sec): 3 clusters
  Score: Raw -448112.762618 + Penalty 3966.840911 = -444145.921707
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (232764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93884.400000 sec): 2 clusters
  Score: Raw -37204410.846430 + Penalty 3064.729525 = -37201346.116905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93886.170000 sec): 3 clusters
  Score: Raw -37051202.126972 + Penalty 6129.459050 = -37045072.667922
  nChanged 112250
		SP:Iteration 1F (93888.320000 sec): 3 clusters
  Score: Raw -37118766.884938 + Penalty 6129.459050 = -37112637.425888
  nChanged 9267
		SP:Iteration 2Q (93890.250000 sec): 3 clusters
  Score: Raw -37121933.005005 + Penalty 6129.459050 = -37115803.545955
  nChanged 11606
		SP:Iteration 3Q (93892.330000 sec): 3 clusters
  Score: Raw -37127162.078206 + Penalty 6129.459050 = -37121032.619156
  nChanged 14668
		SP:Iteration 4F (93894.230000 sec): 3 clusters
  Score: Raw -37135536.894269 + Penalty 6129.459050 = -37129407.435219
  nChanged 17213
		SP:Iteration 5F (93896.210000 sec): 3 clusters
  Score: Raw -37147260.586134 + Penalty 6129.459050 = -37141131.127084
  nChanged 17843
		SP:Iteration 6F (93897.990000 sec): 3 clusters
  Score: Raw -37160987.822752 + Penalty 6129.459050 = -37154858.363702
  nChanged 16276
		SP:Iteration 7F (93900.040000 sec): 3 clusters
  Score: Raw -37174660.471647 + Penalty 6129.459050 = -37168531.012596
  nChanged 13341
		SP:Iteration 8F (93901.880000 sec): 3 clusters
  Score: Raw -37186751.758776 + Penalty 6129.459050 = -37180622.299725
  nChanged 9506
		SP:Iteration 9Q (93903.890000 sec): 3 clusters
  Score: Raw -37195448.468426 + Penalty 6129.459050 = -37189319.009375
  nChanged 5677
		SP:Iteration 10Q (93906.010000 sec): 3 clusters
  Score: Raw -37200534.751762 + Penalty 6129.459050 = -37194405.292711
  nChanged 2774
		SP:Iteration 11Q (93907.600000 sec): 3 clusters
  Score: Raw -37202953.234987 + Penalty 6129.459050 = -37196823.775936
  nChanged 1210
		SP:Iteration 12Q (93909.690000 sec): 3 clusters
  Score: Raw -37204011.520469 + Penalty 6129.459050 = -37197882.061419
  nChanged 468
		SP:Iteration 13Q (93911.510000 sec): 3 clusters
  Score: Raw -37204424.833662 + Penalty 6129.459050 = -37198295.374611
  nChanged 221
		SP:Iteration 14Q (93913.690000 sec): 3 clusters
  Score: Raw -37204627.569596 + Penalty 6129.459050 = -37198498.110546
  nChanged 148
		SP:Iteration 15Q (93915.430000 sec): 3 clusters
  Score: Raw -37204761.373506 + Penalty 6129.459050 = -37198631.914455
  nChanged 119
		SP:Iteration 16Q (93917.090000 sec): 3 clusters
  Score: Raw -37204881.970260 + Penalty 6129.459050 = -37198752.511210
  nChanged 87
		SP:Iteration 17Q (93918.840000 sec): 3 clusters
  Score: Raw -37204961.592777 + Penalty 6129.459050 = -37198832.133726
  nChanged 90
		SP:Iteration 18Q (93920.660000 sec): 3 clusters
  Score: Raw -37205034.131165 + Penalty 6129.459050 = -37198904.672114
  nChanged 98
		SP:Iteration 19Q (93922.440000 sec): 3 clusters
  Score: Raw -37205101.938499 + Penalty 6129.459050 = -37198972.479449
  nChanged 91
		SP:Iteration 20F (93924.120000 sec): 3 clusters
  Score: Raw -37205164.730229 + Penalty 6129.459050 = -37199035.271178
  nChanged 68
		SP:Iteration 21Q (93925.840000 sec): 3 clusters
  Score: Raw -37205203.923479 + Penalty 6129.459050 = -37199074.464428
  nChanged 54
		SP:Iteration 22Q (93927.590000 sec): 3 clusters
  Score: Raw -37205237.281873 + Penalty 6129.459050 = -37199107.822822
  nChanged 51
		SP:Iteration 23Q (93929.390000 sec): 3 clusters
  Score: Raw -37205264.150749 + Penalty 6129.459050 = -37199134.691699
  nChanged 49
		SP:Iteration 24Q (93931.280000 sec): 3 clusters
  Score: Raw -37205290.090613 + Penalty 6129.459050 = -37199160.631563
  nChanged 44
		SP:Iteration 25Q (93933.050000 sec): 3 clusters
  Score: Raw -37205315.012597 + Penalty 6129.459050 = -37199185.553546
  nChanged 45
		SP:Iteration 26Q (93934.710000 sec): 3 clusters
  Score: Raw -37205339.817660 + Penalty 6129.459050 = -37199210.358609
  nChanged 45
		SP:Iteration 27Q (93936.350000 sec): 3 clusters
  Score: Raw -37205359.941596 + Penalty 6129.459050 = -37199230.482546
  nChanged 31
		SP:Iteration 28Q (93938.150000 sec): 3 clusters
  Score: Raw -37205372.831632 + Penalty 6129.459050 = -37199243.372581
  nChanged 24
		SP:Iteration 29Q (93939.680000 sec): 3 clusters
  Score: Raw -37205385.898503 + Penalty 6129.459050 = -37199256.439453
  nChanged 28
		SP:Iteration 30Q (93941.320000 sec): 3 clusters
  Score: Raw -37205398.450015 + Penalty 6129.459050 = -37199268.990965
  nChanged 28
		SP:Iteration 31Q (93943.060000 sec): 3 clusters
  Score: Raw -37205411.108154 + Penalty 6129.459050 = -37199281.649104
  nChanged 33
		SP:Iteration 32Q (93944.830000 sec): 3 clusters
  Score: Raw -37205426.140932 + Penalty 6129.459050 = -37199296.681882
  nChanged 28
		SP:Iteration 33Q (93946.620000 sec): 3 clusters
  Score: Raw -37205438.364144 + Penalty 6129.459050 = -37199308.905093
  nChanged 29
		SP:Iteration 34Q (93948.420000 sec): 3 clusters
  Score: Raw -37205454.082276 + Penalty 6129.459050 = -37199324.623226
  nChanged 33
		SP:Iteration 35Q (93950.190000 sec): 3 clusters
  Score: Raw -37205466.710189 + Penalty 6129.459050 = -37199337.251139
  nChanged 37
		SP:Iteration 36Q (93951.780000 sec): 3 clusters
  Score: Raw -37205483.387481 + Penalty 6129.459050 = -37199353.928431
  nChanged 42
		SP:Iteration 37Q (93953.330000 sec): 3 clusters
  Score: Raw -37205501.772881 + Penalty 6129.459050 = -37199372.313831
  nChanged 37
		SP:Iteration 38Q (93955.050000 sec): 3 clusters
  Score: Raw -37205515.447933 + Penalty 6129.459050 = -37199385.988883
  nChanged 33
		SP:Iteration 39Q (93956.740000 sec): 3 clusters
  Score: Raw -37205528.377147 + Penalty 6129.459050 = -37199398.918096
  nChanged 36
		SP:Iteration 40F (93958.410000 sec): 3 clusters
  Score: Raw -37205541.547393 + Penalty 6129.459050 = -37199412.088343
  nChanged 35
		SP:Iteration 41Q (93960.060000 sec): 3 clusters
  Score: Raw -37205557.732159 + Penalty 6129.459050 = -37199428.273108
  nChanged 42
		SP:Iteration 42Q (93962.190000 sec): 3 clusters
  Score: Raw -37205578.672240 + Penalty 6129.459050 = -37199449.213189
  nChanged 52
		SP:Iteration 43Q (93964.340000 sec): 3 clusters
  Score: Raw -37205601.128323 + Penalty 6129.459050 = -37199471.669272
  nChanged 62
		SP:Iteration 44Q (93966.510000 sec): 3 clusters
  Score: Raw -37205627.208939 + Penalty 6129.459050 = -37199497.749888
  nChanged 59
		SP:Iteration 45Q (93968.640000 sec): 3 clusters
  Score: Raw -37205657.533203 + Penalty 6129.459050 = -37199528.074152
  nChanged 88
		SP:Iteration 46Q (93970.690000 sec): 3 clusters
  Score: Raw -37205701.865396 + Penalty 6129.459050 = -37199572.406346
  nChanged 87
		SP:Iteration 47Q (93972.450000 sec): 3 clusters
  Score: Raw -37205740.326952 + Penalty 6129.459050 = -37199610.867902
  nChanged 71
		SP:Iteration 48Q (93974.200000 sec): 3 clusters
  Score: Raw -37205771.834427 + Penalty 6129.459050 = -37199642.375376
  nChanged 80
		SP:Iteration 49Q (93976.060000 sec): 3 clusters
  Score: Raw -37205807.516722 + Penalty 6129.459050 = -37199678.057671
  nChanged 81
		SP:Iteration 50Q (93977.680000 sec): 3 clusters
  Score: Raw -37205843.707182 + Penalty 6129.459050 = -37199714.248132
  nChanged 70
		SP:Iteration 51Q (93979.410000 sec): 3 clusters
  Score: Raw -37205875.634569 + Penalty 6129.459050 = -37199746.175518
  nChanged 88
		SP:Iteration 52Q (93981.040000 sec): 3 clusters
  Score: Raw -37205913.963199 + Penalty 6129.459050 = -37199784.504148
  nChanged 89
		SP:Iteration 53Q (93982.790000 sec): 3 clusters
  Score: Raw -37205950.253639 + Penalty 6129.459050 = -37199820.794589
  nChanged 91
		SP:Iteration 54Q (93984.520000 sec): 3 clusters
  Score: Raw -37205992.218266 + Penalty 6129.459050 = -37199862.759215
  nChanged 106
		SP:Iteration 55Q (93986.230000 sec): 3 clusters
  Score: Raw -37206032.627596 + Penalty 6129.459050 = -37199903.168545
  nChanged 103
		SP:Iteration 56Q (93987.940000 sec): 3 clusters
  Score: Raw -37206069.574383 + Penalty 6129.459050 = -37199940.115333
  nChanged 93
		SP:Iteration 57Q (93989.670000 sec): 3 clusters
  Score: Raw -37206101.656043 + Penalty 6129.459050 = -37199972.196992
  nChanged 84
		SP:Iteration 58Q (93991.370000 sec): 3 clusters
  Score: Raw -37206126.959092 + Penalty 6129.459050 = -37199997.500041
  nChanged 81
		SP:Iteration 59Q (93992.930000 sec): 3 clusters
  Score: Raw -37206153.157550 + Penalty 6129.459050 = -37200023.698500
  nChanged 94
		SP:Iteration 60F (93994.620000 sec): 3 clusters
  Score: Raw -37206198.255925 + Penalty 6129.459050 = -37200068.796874
  nChanged 107
		SP:Iteration 61Q (93996.300000 sec): 3 clusters
  Score: Raw -37206233.530082 + Penalty 6129.459050 = -37200104.071031
  nChanged 112
		SP:Iteration 62Q (93997.900000 sec): 3 clusters
  Score: Raw -37206265.337478 + Penalty 6129.459050 = -37200135.878427
  nChanged 91
		SP:Iteration 63Q (93999.630000 sec): 3 clusters
  Score: Raw -37206291.830513 + Penalty 6129.459050 = -37200162.371462
  nChanged 85
		SP:Iteration 64Q (94001.300000 sec): 3 clusters
  Score: Raw -37206313.136343 + Penalty 6129.459050 = -37200183.677293
  nChanged 65
		SP:Iteration 65Q (94002.990000 sec): 3 clusters
  Score: Raw -37206329.133746 + Penalty 6129.459050 = -37200199.674696
  nChanged 61
		SP:Iteration 66Q (94004.730000 sec): 3 clusters
  Score: Raw -37206342.804182 + Penalty 6129.459050 = -37200213.345131
  nChanged 47
		SP:Iteration 67Q (94006.430000 sec): 3 clusters
  Score: Raw -37206352.968650 + Penalty 6129.459050 = -37200223.509600
  nChanged 54
		SP:Iteration 68Q (94008.110000 sec): 3 clusters
  Score: Raw -37206364.568721 + Penalty 6129.459050 = -37200235.109671
  nChanged 47
		SP:Iteration 69Q (94010.020000 sec): 3 clusters
  Score: Raw -37206374.728870 + Penalty 6129.459050 = -37200245.269819
  nChanged 42
		SP:Iteration 70Q (94011.650000 sec): 3 clusters
  Score: Raw -37206382.858675 + Penalty 6129.459050 = -37200253.399624
  nChanged 38
		SP:Iteration 71Q (94013.430000 sec): 3 clusters
  Score: Raw -37206389.645357 + Penalty 6129.459050 = -37200260.186306
  nChanged 28
		SP:Iteration 72Q (94015.120000 sec): 3 clusters
  Score: Raw -37206394.522340 + Penalty 6129.459050 = -37200265.063289
  nChanged 25
		SP:Iteration 73Q (94017.020000 sec): 3 clusters
  Score: Raw -37206399.308532 + Penalty 6129.459050 = -37200269.849481
  nChanged 25
		SP:Iteration 74Q (94018.970000 sec): 3 clusters
  Score: Raw -37206403.181625 + Penalty 6129.459050 = -37200273.722574
  nChanged 17
		SP:Iteration 75Q (94020.830000 sec): 3 clusters
  Score: Raw -37206406.041006 + Penalty 6129.459050 = -37200276.581955
  nChanged 14
		SP:Iteration 76Q (94022.520000 sec): 3 clusters
  Score: Raw -37206408.676597 + Penalty 6129.459050 = -37200279.217546
  nChanged 13
		SP:Iteration 77Q (94024.370000 sec): 3 clusters
  Score: Raw -37206410.580978 + Penalty 6129.459050 = -37200281.121928
  nChanged 15
		SP:Iteration 78Q (94026.170000 sec): 3 clusters
  Score: Raw -37206413.239085 + Penalty 6129.459050 = -37200283.780034
  nChanged 18
		SP:Iteration 79Q (94027.910000 sec): 3 clusters
  Score: Raw -37206416.303705 + Penalty 6129.459050 = -37200286.844654
  nChanged 19
		SP:Iteration 80F (94029.870000 sec): 3 clusters
  Score: Raw -37206419.484652 + Penalty 6129.459050 = -37200290.025602
  nChanged 10
		SP:Iteration 81Q (94031.800000 sec): 3 clusters
  Score: Raw -37206420.775492 + Penalty 6129.459050 = -37200291.316442
  nChanged 9
		SP:Iteration 82Q (94033.480000 sec): 3 clusters
  Score: Raw -37206422.207002 + Penalty 6129.459050 = -37200292.747951
  nChanged 8
		SP:Iteration 83Q (94035.230000 sec): 3 clusters
  Score: Raw -37206423.731478 + Penalty 6129.459050 = -37200294.272427
  nChanged 9
		SP:Iteration 84Q (94036.870000 sec): 3 clusters
  Score: Raw -37206425.178021 + Penalty 6129.459050 = -37200295.718971
  nChanged 11
		SP:Iteration 85Q (94038.600000 sec): 3 clusters
  Score: Raw -37206426.603786 + Penalty 6129.459050 = -37200297.144735
  nChanged 6
		SP:Iteration 86Q (94040.300000 sec): 3 clusters
  Score: Raw -37206427.268966 + Penalty 6129.459050 = -37200297.809915
  nChanged 6
		SP:Iteration 87Q (94041.910000 sec): 3 clusters
  Score: Raw -37206428.254574 + Penalty 6129.459050 = -37200298.795524
  nChanged 7
		SP:Iteration 88Q (94043.650000 sec): 3 clusters
  Score: Raw -37206429.151662 + Penalty 6129.459050 = -37200299.692611
  nChanged 8
		SP:Iteration 89Q (94045.330000 sec): 3 clusters
  Score: Raw -37206430.371381 + Penalty 6129.459050 = -37200300.912330
  nChanged 3
		SP:Iteration 90Q (94047.510000 sec): 3 clusters
  Score: Raw -37206430.808735 + Penalty 6129.459050 = -37200301.349685
  nChanged 3
		SP:Iteration 91Q (94049.640000 sec): 3 clusters
  Score: Raw -37206431.192290 + Penalty 6129.459050 = -37200301.733239
  nChanged 2
		SP:Iteration 92Q (94051.790000 sec): 3 clusters
  Score: Raw -37206431.439747 + Penalty 6129.459050 = -37200301.980696
  nChanged 3
		SP:Iteration 93Q (94053.930000 sec): 3 clusters
  Score: Raw -37206432.086265 + Penalty 6129.459050 = -37200302.627214
  nChanged 5
		SP:Iteration 94Q (94056.050000 sec): 3 clusters
  Score: Raw -37206432.794810 + Penalty 6129.459050 = -37200303.335760
  nChanged 3
		SP:Iteration 95Q (94058.190000 sec): 3 clusters
  Score: Raw -37206433.288876 + Penalty 6129.459050 = -37200303.829826
  nChanged 3
		SP:Iteration 96Q (94059.820000 sec): 3 clusters
  Score: Raw -37206433.672361 + Penalty 6129.459050 = -37200304.213311
  nChanged 4
		SP:Iteration 97Q (94061.470000 sec): 3 clusters
  Score: Raw -37206434.129902 + Penalty 6129.459050 = -37200304.670852
  nChanged 0
		SP:Iteration 98F (94063.090000 sec): 3 clusters
  Score: Raw -37206434.129902 + Penalty 6129.459050 = -37200304.670852
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (9875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94063.320000 sec): 2 clusters
  Score: Raw -1512527.781241 + Penalty 2281.044874 = -1510246.736367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94063.500000 sec): 3 clusters
  Score: Raw -1507218.437652 + Penalty 4562.089749 = -1502656.347903
  nChanged 4142
		SP:Iteration 1F (94063.690000 sec): 3 clusters
  Score: Raw -1509452.187171 + Penalty 4562.089749 = -1504890.097422
  nChanged 714
		SP:Iteration 2F (94063.870000 sec): 3 clusters
  Score: Raw -1509853.047966 + Penalty 4562.089749 = -1505290.958218
  nChanged 594
		SP:Iteration 3F (94064.010000 sec): 3 clusters
  Score: Raw -1510182.490642 + Penalty 4562.089749 = -1505620.400894
  nChanged 541
		SP:Iteration 4F (94064.210000 sec): 3 clusters
  Score: Raw -1510509.347589 + Penalty 4562.089749 = -1505947.257841
  nChanged 530
		SP:Iteration 5F (94064.390000 sec): 3 clusters
  Score: Raw -1510861.252514 + Penalty 4562.089749 = -1506299.162766
  nChanged 545
		SP:Iteration 6F (94064.630000 sec): 3 clusters
  Score: Raw -1511252.904305 + Penalty 4562.089749 = -1506690.814556
  nChanged 531
		SP:Iteration 7F (94064.820000 sec): 3 clusters
  Score: Raw -1511643.444037 + Penalty 4562.089749 = -1507081.354289
  nChanged 506
		SP:Iteration 8F (94065.070000 sec): 3 clusters
  Score: Raw -1512032.805531 + Penalty 4562.089749 = -1507470.715782
  nChanged 484
		SP:Iteration 9Q (94065.320000 sec): 3 clusters
  Score: Raw -1512411.367984 + Penalty 4562.089749 = -1507849.278235
  nChanged 420
		SP:Iteration 10Q (94065.550000 sec): 3 clusters
  Score: Raw -1512729.599640 + Penalty 4562.089749 = -1508167.509892
  nChanged 351
		SP:Iteration 11Q (94065.720000 sec): 3 clusters
  Score: Raw -1513001.587616 + Penalty 4562.089749 = -1508439.497868
  nChanged 269
		SP:Iteration 12Q (94065.980000 sec): 3 clusters
  Score: Raw -1513194.038232 + Penalty 4562.089749 = -1508631.948484
  nChanged 191
		SP:Iteration 13Q (94066.190000 sec): 3 clusters
  Score: Raw -1513314.952989 + Penalty 4562.089749 = -1508752.863240
  nChanged 158
		SP:Iteration 14Q (94066.420000 sec): 3 clusters
  Score: Raw -1513415.269377 + Penalty 4562.089749 = -1508853.179628
  nChanged 116
		SP:Iteration 15Q (94066.640000 sec): 3 clusters
  Score: Raw -1513482.130258 + Penalty 4562.089749 = -1508920.040509
  nChanged 77
		SP:Iteration 16Q (94066.820000 sec): 3 clusters
  Score: Raw -1513526.184532 + Penalty 4562.089749 = -1508964.094784
  nChanged 56
		SP:Iteration 17Q (94067.020000 sec): 3 clusters
  Score: Raw -1513554.044759 + Penalty 4562.089749 = -1508991.955011
  nChanged 33
		SP:Iteration 18Q (94067.240000 sec): 3 clusters
  Score: Raw -1513573.211531 + Penalty 4562.089749 = -1509011.121783
  nChanged 25
		SP:Iteration 19Q (94067.420000 sec): 3 clusters
  Score: Raw -1513582.844639 + Penalty 4562.089749 = -1509020.754890
  nChanged 19
		SP:Iteration 20F (94067.600000 sec): 3 clusters
  Score: Raw -1513593.563523 + Penalty 4562.089749 = -1509031.473775
  nChanged 18
		SP:Iteration 21Q (94067.780000 sec): 3 clusters
  Score: Raw -1513601.744092 + Penalty 4562.089749 = -1509039.654343
  nChanged 9
		SP:Iteration 22Q (94067.970000 sec): 3 clusters
  Score: Raw -1513604.928552 + Penalty 4562.089749 = -1509042.838804
  nChanged 5
		SP:Iteration 23Q (94068.170000 sec): 3 clusters
  Score: Raw -1513607.969070 + Penalty 4562.089749 = -1509045.879322
  nChanged 8
		SP:Iteration 24Q (94068.370000 sec): 3 clusters
  Score: Raw -1513613.061962 + Penalty 4562.089749 = -1509050.972214
  nChanged 12
		SP:Iteration 25Q (94068.540000 sec): 3 clusters
  Score: Raw -1513618.628382 + Penalty 4562.089749 = -1509056.538633
  nChanged 9
		SP:Iteration 26Q (94068.770000 sec): 3 clusters
  Score: Raw -1513622.297800 + Penalty 4562.089749 = -1509060.208052
  nChanged 9
		SP:Iteration 27Q (94068.970000 sec): 3 clusters
  Score: Raw -1513625.868527 + Penalty 4562.089749 = -1509063.778778
  nChanged 3
		SP:Iteration 28Q (94069.180000 sec): 3 clusters
  Score: Raw -1513626.801352 + Penalty 4562.089749 = -1509064.711603
  nChanged 3
		SP:Iteration 29Q (94069.420000 sec): 3 clusters
  Score: Raw -1513628.326426 + Penalty 4562.089749 = -1509066.236677
  nChanged 2
		SP:Iteration 30Q (94069.620000 sec): 3 clusters
  Score: Raw -1513629.145419 + Penalty 4562.089749 = -1509067.055670
  nChanged 1
		SP:Iteration 31Q (94069.870000 sec): 3 clusters
  Score: Raw -1513629.437820 + Penalty 4562.089749 = -1509067.348071
  nChanged 2
		SP:Iteration 32Q (94070.090000 sec): 3 clusters
  Score: Raw -1513630.198160 + Penalty 4562.089749 = -1509068.108411
  nChanged 1
		SP:Iteration 33Q (94070.260000 sec): 3 clusters
  Score: Raw -1513630.413734 + Penalty 4562.089749 = -1509068.323985
  nChanged 1
		SP:Iteration 34Q (94070.480000 sec): 3 clusters
  Score: Raw -1513631.649315 + Penalty 4562.089749 = -1509069.559566
  nChanged 1
		SP:Iteration 35Q (94070.720000 sec): 3 clusters
  Score: Raw -1513632.779327 + Penalty 4562.089749 = -1509070.689579
  nChanged 1
		SP:Iteration 36Q (94070.950000 sec): 3 clusters
  Score: Raw -1513633.281249 + Penalty 4562.089749 = -1509071.191501
  nChanged 1
		SP:Iteration 37Q (94071.150000 sec): 3 clusters
  Score: Raw -1513633.470493 + Penalty 4562.089749 = -1509071.380745
  nChanged 0
		SP:Iteration 38F (94071.360000 sec): 3 clusters
  Score: Raw -1513633.470493 + Penalty 4562.089749 = -1509071.380745
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (16971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94071.510000 sec): 2 clusters
  Score: Raw -2646305.536626 + Penalty 2415.336798 = -2643890.199828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94071.820000 sec): 3 clusters
  Score: Raw -2636574.899914 + Penalty 4830.673597 = -2631744.226317
  nChanged 7469
		SP:Iteration 1F (94072.030000 sec): 3 clusters
  Score: Raw -2640542.958227 + Penalty 4830.673597 = -2635712.284630
  nChanged 1055
		SP:Iteration 2F (94072.320000 sec): 3 clusters
  Score: Raw -2641066.007617 + Penalty 4830.673597 = -2636235.334021
  nChanged 996
		SP:Iteration 3F (94072.680000 sec): 3 clusters
  Score: Raw -2641572.254249 + Penalty 4830.673597 = -2636741.580652
  nChanged 950
		SP:Iteration 4F (94072.930000 sec): 3 clusters
  Score: Raw -2642067.331928 + Penalty 4830.673597 = -2637236.658331
  nChanged 920
		SP:Iteration 5F (94073.170000 sec): 3 clusters
  Score: Raw -2642575.507292 + Penalty 4830.673597 = -2637744.833695
  nChanged 871
		SP:Iteration 6F (94073.460000 sec): 3 clusters
  Score: Raw -2643080.197049 + Penalty 4830.673597 = -2638249.523452
  nChanged 820
		SP:Iteration 7Q (94073.770000 sec): 3 clusters
  Score: Raw -2643609.850386 + Penalty 4830.673597 = -2638779.176789
  nChanged 797
		SP:Iteration 8Q (94074.060000 sec): 3 clusters
  Score: Raw -2644139.019766 + Penalty 4830.673597 = -2639308.346169
  nChanged 706
		SP:Iteration 9Q (94074.290000 sec): 3 clusters
  Score: Raw -2644627.443461 + Penalty 4830.673597 = -2639796.769864
  nChanged 610
		SP:Iteration 10Q (94074.620000 sec): 3 clusters
  Score: Raw -2645049.935254 + Penalty 4830.673597 = -2640219.261657
  nChanged 505
		SP:Iteration 11Q (94074.930000 sec): 3 clusters
  Score: Raw -2645402.698850 + Penalty 4830.673597 = -2640572.025253
  nChanged 422
		SP:Iteration 12Q (94075.170000 sec): 3 clusters
  Score: Raw -2645704.463778 + Penalty 4830.673597 = -2640873.790181
  nChanged 354
		SP:Iteration 13Q (94075.450000 sec): 3 clusters
  Score: Raw -2645942.501112 + Penalty 4830.673597 = -2641111.827515
  nChanged 290
		SP:Iteration 14Q (94075.720000 sec): 3 clusters
  Score: Raw -2646140.498406 + Penalty 4830.673597 = -2641309.824809
  nChanged 203
		SP:Iteration 15Q (94076.020000 sec): 3 clusters
  Score: Raw -2646273.049530 + Penalty 4830.673597 = -2641442.375934
  nChanged 166
		SP:Iteration 16Q (94076.320000 sec): 3 clusters
  Score: Raw -2646382.731718 + Penalty 4830.673597 = -2641552.058122
  nChanged 138
		SP:Iteration 17Q (94076.590000 sec): 3 clusters
  Score: Raw -2646464.402622 + Penalty 4830.673597 = -2641633.729025
  nChanged 96
		SP:Iteration 18Q (94076.880000 sec): 3 clusters
  Score: Raw -2646517.770697 + Penalty 4830.673597 = -2641687.097100
  nChanged 83
		SP:Iteration 19Q (94077.170000 sec): 3 clusters
  Score: Raw -2646566.957014 + Penalty 4830.673597 = -2641736.283417
  nChanged 66
		SP:Iteration 20F (94077.410000 sec): 3 clusters
  Score: Raw -2646604.027329 + Penalty 4830.673597 = -2641773.353732
  nChanged 54
		SP:Iteration 21Q (94077.720000 sec): 3 clusters
  Score: Raw -2646626.512447 + Penalty 4830.673597 = -2641795.838850
  nChanged 31
		SP:Iteration 22Q (94077.970000 sec): 3 clusters
  Score: Raw -2646640.530232 + Penalty 4830.673597 = -2641809.856635
  nChanged 25
		SP:Iteration 23Q (94078.240000 sec): 3 clusters
  Score: Raw -2646652.077633 + Penalty 4830.673597 = -2641821.404036
  nChanged 30
		SP:Iteration 24Q (94078.470000 sec): 3 clusters
  Score: Raw -2646665.459245 + Penalty 4830.673597 = -2641834.785648
  nChanged 28
		SP:Iteration 25Q (94078.730000 sec): 3 clusters
  Score: Raw -2646677.884600 + Penalty 4830.673597 = -2641847.211003
  nChanged 17
		SP:Iteration 26Q (94078.960000 sec): 3 clusters
  Score: Raw -2646683.938848 + Penalty 4830.673597 = -2641853.265251
  nChanged 14
		SP:Iteration 27Q (94079.180000 sec): 3 clusters
  Score: Raw -2646690.224652 + Penalty 4830.673597 = -2641859.551055
  nChanged 9
		SP:Iteration 28Q (94079.430000 sec): 3 clusters
  Score: Raw -2646692.886673 + Penalty 4830.673597 = -2641862.213076
  nChanged 6
		SP:Iteration 29Q (94079.660000 sec): 3 clusters
  Score: Raw -2646694.907209 + Penalty 4830.673597 = -2641864.233612
  nChanged 6
		SP:Iteration 30Q (94079.960000 sec): 3 clusters
  Score: Raw -2646696.700797 + Penalty 4830.673597 = -2641866.027200
  nChanged 5
		SP:Iteration 31Q (94080.180000 sec): 3 clusters
  Score: Raw -2646698.074169 + Penalty 4830.673597 = -2641867.400572
  nChanged 2
		SP:Iteration 32Q (94080.420000 sec): 3 clusters
  Score: Raw -2646699.196243 + Penalty 4830.673597 = -2641868.522646
  nChanged 3
		SP:Iteration 33Q (94080.730000 sec): 3 clusters
  Score: Raw -2646700.086808 + Penalty 4830.673597 = -2641869.413211
  nChanged 7
		SP:Iteration 34Q (94080.930000 sec): 3 clusters
  Score: Raw -2646702.959164 + Penalty 4830.673597 = -2641872.285567
  nChanged 6
		SP:Iteration 35Q (94081.200000 sec): 3 clusters
  Score: Raw -2646706.292918 + Penalty 4830.673597 = -2641875.619321
  nChanged 6
		SP:Iteration 36Q (94081.410000 sec): 3 clusters
  Score: Raw -2646708.335499 + Penalty 4830.673597 = -2641877.661902
  nChanged 2
		SP:Iteration 37Q (94081.630000 sec): 3 clusters
  Score: Raw -2646709.510588 + Penalty 4830.673597 = -2641878.836991
  nChanged 6
		SP:Iteration 38Q (94081.870000 sec): 3 clusters
  Score: Raw -2646712.243458 + Penalty 4830.673597 = -2641881.569861
  nChanged 4
		SP:Iteration 39Q (94082.110000 sec): 3 clusters
  Score: Raw -2646713.980497 + Penalty 4830.673597 = -2641883.306900
  nChanged 2
		SP:Iteration 40F (94082.370000 sec): 3 clusters
  Score: Raw -2646715.466278 + Penalty 4830.673597 = -2641884.792681
  nChanged 4
		SP:Iteration 41Q (94082.610000 sec): 3 clusters
  Score: Raw -2646716.894394 + Penalty 4830.673597 = -2641886.220797
  nChanged 1
		SP:Iteration 42Q (94082.820000 sec): 3 clusters
  Score: Raw -2646717.445693 + Penalty 4830.673597 = -2641886.772096
  nChanged 3
		SP:Iteration 43Q (94083.060000 sec): 3 clusters
  Score: Raw -2646718.994927 + Penalty 4830.673597 = -2641888.321330
  nChanged 3
		SP:Iteration 44Q (94083.310000 sec): 3 clusters
  Score: Raw -2646720.714689 + Penalty 4830.673597 = -2641890.041092
  nChanged 2
		SP:Iteration 45Q (94083.550000 sec): 3 clusters
  Score: Raw -2646721.623249 + Penalty 4830.673597 = -2641890.949652
  nChanged 1
		SP:Iteration 46Q (94083.790000 sec): 3 clusters
  Score: Raw -2646722.390959 + Penalty 4830.673597 = -2641891.717362
  nChanged 2
		SP:Iteration 47Q (94084.040000 sec): 3 clusters
  Score: Raw -2646724.012330 + Penalty 4830.673597 = -2641893.338733
  nChanged 5
		SP:Iteration 48Q (94084.260000 sec): 3 clusters
  Score: Raw -2646725.793810 + Penalty 4830.673597 = -2641895.120213
  nChanged 6
		SP:Iteration 49Q (94084.530000 sec): 3 clusters
  Score: Raw -2646728.415018 + Penalty 4830.673597 = -2641897.741421
  nChanged 4
		SP:Iteration 50Q (94084.830000 sec): 3 clusters
  Score: Raw -2646729.591801 + Penalty 4830.673597 = -2641898.918204
  nChanged 2
		SP:Iteration 51Q (94085.070000 sec): 3 clusters
  Score: Raw -2646730.564968 + Penalty 4830.673597 = -2641899.891371
  nChanged 3
		SP:Iteration 52Q (94085.360000 sec): 3 clusters
  Score: Raw -2646730.909114 + Penalty 4830.673597 = -2641900.235517
  nChanged 0
		SP:Iteration 53F (94085.640000 sec): 3 clusters
  Score: Raw -2646730.909114 + Penalty 4830.673597 = -2641900.235517
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (3962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94085.750000 sec): 2 clusters
  Score: Raw -619068.278173 + Penalty 2054.557048 = -617013.721125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94085.980000 sec): 3 clusters
  Score: Raw -617316.489667 + Penalty 4109.114097 = -613207.375570
  nChanged 1464
		SP:Iteration 1F (94086.210000 sec): 3 clusters
  Score: Raw -618231.209766 + Penalty 4109.114097 = -614122.095670
  nChanged 290
		SP:Iteration 2F (94086.410000 sec): 3 clusters
  Score: Raw -618424.208123 + Penalty 4109.114097 = -614315.094027
  nChanged 190
		SP:Iteration 3Q (94086.610000 sec): 3 clusters
  Score: Raw -618556.372699 + Penalty 4109.114097 = -614447.258602
  nChanged 157
		SP:Iteration 4Q (94086.790000 sec): 3 clusters
  Score: Raw -618663.807410 + Penalty 4109.114097 = -614554.693313
  nChanged 148
		SP:Iteration 5Q (94086.970000 sec): 3 clusters
  Score: Raw -618788.739877 + Penalty 4109.114097 = -614679.625780
  nChanged 162
		SP:Iteration 6Q (94087.170000 sec): 3 clusters
  Score: Raw -618908.380444 + Penalty 4109.114097 = -614799.266347
  nChanged 145
		SP:Iteration 7Q (94087.340000 sec): 3 clusters
  Score: Raw -619025.572428 + Penalty 4109.114097 = -614916.458331
  nChanged 134
		SP:Iteration 8Q (94087.510000 sec): 3 clusters
  Score: Raw -619133.048774 + Penalty 4109.114097 = -615023.934678
  nChanged 134
		SP:Iteration 9Q (94087.720000 sec): 3 clusters
  Score: Raw -619246.657560 + Penalty 4109.114097 = -615137.543464
  nChanged 120
		SP:Iteration 10Q (94087.890000 sec): 3 clusters
  Score: Raw -619343.042235 + Penalty 4109.114097 = -615233.928138
  nChanged 101
		SP:Iteration 11Q (94088.090000 sec): 3 clusters
  Score: Raw -619429.391535 + Penalty 4109.114097 = -615320.277438
  nChanged 75
		SP:Iteration 12Q (94088.290000 sec): 3 clusters
  Score: Raw -619493.092339 + Penalty 4109.114097 = -615383.978243
  nChanged 68
		SP:Iteration 13Q (94088.450000 sec): 3 clusters
  Score: Raw -619548.487186 + Penalty 4109.114097 = -615439.373090
  nChanged 55
		SP:Iteration 14Q (94088.650000 sec): 3 clusters
  Score: Raw -619589.685359 + Penalty 4109.114097 = -615480.571262
  nChanged 52
		SP:Iteration 15Q (94088.880000 sec): 3 clusters
  Score: Raw -619626.993365 + Penalty 4109.114097 = -615517.879269
  nChanged 48
		SP:Iteration 16Q (94089.030000 sec): 3 clusters
  Score: Raw -619658.432314 + Penalty 4109.114097 = -615549.318217
  nChanged 37
		SP:Iteration 17Q (94089.170000 sec): 3 clusters
  Score: Raw -619678.912983 + Penalty 4109.114097 = -615569.798886
  nChanged 29
		SP:Iteration 18Q (94089.390000 sec): 3 clusters
  Score: Raw -619696.048906 + Penalty 4109.114097 = -615586.934809
  nChanged 24
		SP:Iteration 19Q (94089.570000 sec): 3 clusters
  Score: Raw -619711.106339 + Penalty 4109.114097 = -615601.992242
  nChanged 23
		SP:Iteration 20F (94089.730000 sec): 3 clusters
  Score: Raw -619723.453052 + Penalty 4109.114097 = -615614.338955
  nChanged 22
		SP:Iteration 21Q (94089.950000 sec): 3 clusters
  Score: Raw -619734.749495 + Penalty 4109.114097 = -615625.635399
  nChanged 22
		SP:Iteration 22Q (94090.100000 sec): 3 clusters
  Score: Raw -619746.461431 + Penalty 4109.114097 = -615637.347334
  nChanged 15
		SP:Iteration 23Q (94090.310000 sec): 3 clusters
  Score: Raw -619754.230024 + Penalty 4109.114097 = -615645.115927
  nChanged 15
		SP:Iteration 24Q (94090.490000 sec): 3 clusters
  Score: Raw -619760.613552 + Penalty 4109.114097 = -615651.499456
  nChanged 9
		SP:Iteration 25Q (94090.680000 sec): 3 clusters
  Score: Raw -619764.225421 + Penalty 4109.114097 = -615655.111325
  nChanged 4
		SP:Iteration 26Q (94090.830000 sec): 3 clusters
  Score: Raw -619765.407117 + Penalty 4109.114097 = -615656.293020
  nChanged 5
		SP:Iteration 27Q (94091.040000 sec): 3 clusters
  Score: Raw -619767.412637 + Penalty 4109.114097 = -615658.298540
  nChanged 4
		SP:Iteration 28Q (94091.240000 sec): 3 clusters
  Score: Raw -619768.535176 + Penalty 4109.114097 = -615659.421079
  nChanged 2
		SP:Iteration 29Q (94091.450000 sec): 3 clusters
  Score: Raw -619769.287033 + Penalty 4109.114097 = -615660.172937
  nChanged 4
		SP:Iteration 30Q (94091.610000 sec): 3 clusters
  Score: Raw -619770.427453 + Penalty 4109.114097 = -615661.313356
  nChanged 1
		SP:Iteration 31Q (94091.810000 sec): 3 clusters
  Score: Raw -619770.887857 + Penalty 4109.114097 = -615661.773761
  nChanged 0
		SP:Iteration 32F (94092.000000 sec): 3 clusters
  Score: Raw -619770.887857 + Penalty 4109.114097 = -615661.773761
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (5303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94092.130000 sec): 2 clusters
  Score: Raw -757608.693666 + Penalty 2126.854938 = -755481.838728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94092.320000 sec): 3 clusters
  Score: Raw -755069.206723 + Penalty 4253.709877 = -750815.496846
  nChanged 2035
		SP:Iteration 1F (94092.520000 sec): 3 clusters
  Score: Raw -756312.558493 + Penalty 4253.709877 = -752058.848616
  nChanged 430
		SP:Iteration 2F (94092.740000 sec): 3 clusters
  Score: Raw -756599.790708 + Penalty 4253.709877 = -752346.080832
  nChanged 288
		SP:Iteration 3F (94092.940000 sec): 3 clusters
  Score: Raw -756791.281294 + Penalty 4253.709877 = -752537.571418
  nChanged 268
		SP:Iteration 4F (94093.130000 sec): 3 clusters
  Score: Raw -756971.278105 + Penalty 4253.709877 = -752717.568228
  nChanged 241
		SP:Iteration 5Q (94093.350000 sec): 3 clusters
  Score: Raw -757142.336668 + Penalty 4253.709877 = -752888.626792
  nChanged 200
		SP:Iteration 6Q (94093.550000 sec): 3 clusters
  Score: Raw -757249.118045 + Penalty 4253.709877 = -752995.408168
  nChanged 139
		SP:Iteration 7Q (94093.750000 sec): 3 clusters
  Score: Raw -757325.297714 + Penalty 4253.709877 = -753071.587838
  nChanged 122
		SP:Iteration 8Q (94093.920000 sec): 3 clusters
  Score: Raw -757390.487115 + Penalty 4253.709877 = -753136.777238
  nChanged 115
		SP:Iteration 9Q (94094.110000 sec): 3 clusters
  Score: Raw -757446.678095 + Penalty 4253.709877 = -753192.968218
  nChanged 97
		SP:Iteration 10Q (94094.270000 sec): 3 clusters
  Score: Raw -757481.154334 + Penalty 4253.709877 = -753227.444457
  nChanged 65
		SP:Iteration 11Q (94094.450000 sec): 3 clusters
  Score: Raw -757508.877632 + Penalty 4253.709877 = -753255.167755
  nChanged 63
		SP:Iteration 12Q (94094.640000 sec): 3 clusters
  Score: Raw -757535.924295 + Penalty 4253.709877 = -753282.214418
  nChanged 68
		SP:Iteration 13Q (94094.780000 sec): 3 clusters
  Score: Raw -757565.293462 + Penalty 4253.709877 = -753311.583585
  nChanged 61
		SP:Iteration 14Q (94094.970000 sec): 3 clusters
  Score: Raw -757590.532628 + Penalty 4253.709877 = -753336.822752
  nChanged 71
		SP:Iteration 15Q (94095.180000 sec): 3 clusters
  Score: Raw -757617.437411 + Penalty 4253.709877 = -753363.727535
  nChanged 62
		SP:Iteration 16Q (94095.370000 sec): 3 clusters
  Score: Raw -757646.522532 + Penalty 4253.709877 = -753392.812655
  nChanged 54
		SP:Iteration 17Q (94095.550000 sec): 3 clusters
  Score: Raw -757673.328057 + Penalty 4253.709877 = -753419.618180
  nChanged 56
		SP:Iteration 18Q (94095.800000 sec): 3 clusters
  Score: Raw -757699.058844 + Penalty 4253.709877 = -753445.348967
  nChanged 59
		SP:Iteration 19Q (94095.970000 sec): 3 clusters
  Score: Raw -757725.554170 + Penalty 4253.709877 = -753471.844293
  nChanged 50
		SP:Iteration 20F (94096.190000 sec): 3 clusters
  Score: Raw -757750.579160 + Penalty 4253.709877 = -753496.869283
  nChanged 63
		SP:Iteration 21Q (94096.380000 sec): 3 clusters
  Score: Raw -757784.394208 + Penalty 4253.709877 = -753530.684331
  nChanged 67
		SP:Iteration 22Q (94096.530000 sec): 3 clusters
  Score: Raw -757816.838545 + Penalty 4253.709877 = -753563.128668
  nChanged 51
		SP:Iteration 23Q (94096.730000 sec): 3 clusters
  Score: Raw -757839.790250 + Penalty 4253.709877 = -753586.080373
  nChanged 54
		SP:Iteration 24Q (94096.910000 sec): 3 clusters
  Score: Raw -757869.109389 + Penalty 4253.709877 = -753615.399513
  nChanged 53
		SP:Iteration 25Q (94097.070000 sec): 3 clusters
  Score: Raw -757894.822043 + Penalty 4253.709877 = -753641.112167
  nChanged 52
		SP:Iteration 26Q (94097.280000 sec): 3 clusters
  Score: Raw -757925.430095 + Penalty 4253.709877 = -753671.720219
  nChanged 56
		SP:Iteration 27Q (94097.440000 sec): 3 clusters
  Score: Raw -757954.478120 + Penalty 4253.709877 = -753700.768244
  nChanged 61
		SP:Iteration 28Q (94097.640000 sec): 3 clusters
  Score: Raw -757980.975919 + Penalty 4253.709877 = -753727.266042
  nChanged 53
		SP:Iteration 29Q (94097.870000 sec): 3 clusters
  Score: Raw -758003.634812 + Penalty 4253.709877 = -753749.924935
  nChanged 49
		SP:Iteration 30Q (94097.980000 sec): 3 clusters
  Score: Raw -758024.231966 + Penalty 4253.709877 = -753770.522089
  nChanged 55
		SP:Iteration 31Q (94098.170000 sec): 3 clusters
  Score: Raw -758059.070993 + Penalty 4253.709877 = -753805.361116
  nChanged 71
		SP:Iteration 32Q (94098.250000 sec): 3 clusters
  Score: Raw -758104.299558 + Penalty 4253.709877 = -753850.589681
  nChanged 70
		SP:Iteration 33Q (94098.450000 sec): 3 clusters
  Score: Raw -758155.037461 + Penalty 4253.709877 = -753901.327585
  nChanged 69
		SP:Iteration 34Q (94098.530000 sec): 3 clusters
  Score: Raw -758199.001387 + Penalty 4253.709877 = -753945.291510
  nChanged 66
		SP:Iteration 35Q (94098.720000 sec): 3 clusters
  Score: Raw -758239.199984 + Penalty 4253.709877 = -753985.490108
  nChanged 62
		SP:Iteration 36Q (94098.880000 sec): 3 clusters
  Score: Raw -758292.286651 + Penalty 4253.709877 = -754038.576774
  nChanged 70
		SP:Iteration 37Q (94099.030000 sec): 3 clusters
  Score: Raw -758357.209748 + Penalty 4253.709877 = -754103.499872
  nChanged 57
		SP:Iteration 38Q (94099.150000 sec): 3 clusters
  Score: Raw -758403.434935 + Penalty 4253.709877 = -754149.725059
  nChanged 55
		SP:Iteration 39Q (94099.320000 sec): 3 clusters
  Score: Raw -758439.083219 + Penalty 4253.709877 = -754185.373343
  nChanged 37
		SP:Iteration 40F (94099.490000 sec): 3 clusters
  Score: Raw -758459.946250 + Penalty 4253.709877 = -754206.236374
  nChanged 27
		SP:Iteration 41Q (94099.660000 sec): 3 clusters
  Score: Raw -758473.775750 + Penalty 4253.709877 = -754220.065873
  nChanged 19
		SP:Iteration 42Q (94099.760000 sec): 3 clusters
  Score: Raw -758484.912890 + Penalty 4253.709877 = -754231.203013
  nChanged 19
		SP:Iteration 43Q (94099.990000 sec): 3 clusters
  Score: Raw -758494.071376 + Penalty 4253.709877 = -754240.361499
  nChanged 23
		SP:Iteration 44Q (94100.110000 sec): 3 clusters
  Score: Raw -758505.379840 + Penalty 4253.709877 = -754251.669963
  nChanged 18
		SP:Iteration 45Q (94100.300000 sec): 3 clusters
  Score: Raw -758511.560311 + Penalty 4253.709877 = -754257.850434
  nChanged 16
		SP:Iteration 46Q (94100.490000 sec): 3 clusters
  Score: Raw -758518.335646 + Penalty 4253.709877 = -754264.625770
  nChanged 16
		SP:Iteration 47Q (94100.680000 sec): 3 clusters
  Score: Raw -758525.820594 + Penalty 4253.709877 = -754272.110717
  nChanged 9
		SP:Iteration 48Q (94100.860000 sec): 3 clusters
  Score: Raw -758529.626946 + Penalty 4253.709877 = -754275.917070
  nChanged 10
		SP:Iteration 49Q (94100.990000 sec): 3 clusters
  Score: Raw -758533.848145 + Penalty 4253.709877 = -754280.138268
  nChanged 8
		SP:Iteration 50Q (94101.190000 sec): 3 clusters
  Score: Raw -758538.597936 + Penalty 4253.709877 = -754284.888059
  nChanged 9
		SP:Iteration 51Q (94101.430000 sec): 3 clusters
  Score: Raw -758542.734766 + Penalty 4253.709877 = -754289.024889
  nChanged 6
		SP:Iteration 52Q (94101.570000 sec): 3 clusters
  Score: Raw -758544.904641 + Penalty 4253.709877 = -754291.194764
  nChanged 4
		SP:Iteration 53Q (94101.710000 sec): 3 clusters
  Score: Raw -758546.343376 + Penalty 4253.709877 = -754292.633499
  nChanged 3
		SP:Iteration 54Q (94101.910000 sec): 3 clusters
  Score: Raw -758547.019597 + Penalty 4253.709877 = -754293.309720
  nChanged 1
		SP:Iteration 55Q (94102.030000 sec): 3 clusters
  Score: Raw -758547.587153 + Penalty 4253.709877 = -754293.877276
  nChanged 1
		SP:Iteration 56Q (94102.180000 sec): 3 clusters
  Score: Raw -758547.877957 + Penalty 4253.709877 = -754294.168080
  nChanged 0
		SP:Iteration 57F (94102.330000 sec): 3 clusters
  Score: Raw -758547.877957 + Penalty 4253.709877 = -754294.168080
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (24361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94102.590000 sec): 2 clusters
  Score: Raw -3810155.675028 + Penalty 2504.983215 = -3807650.691812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94102.880000 sec): 3 clusters
  Score: Raw -3795714.398113 + Penalty 5009.966431 = -3790704.431682
  nChanged 10893
		SP:Iteration 1F (94103.190000 sec): 3 clusters
  Score: Raw -3801439.186944 + Penalty 5009.966431 = -3796429.220514
  nChanged 1235
		SP:Iteration 2F (94103.510000 sec): 3 clusters
  Score: Raw -3801849.412069 + Penalty 5009.966431 = -3796839.445638
  nChanged 1121
		SP:Iteration 3Q (94103.830000 sec): 3 clusters
  Score: Raw -3802213.505849 + Penalty 5009.966431 = -3797203.539418
  nChanged 979
		SP:Iteration 4Q (94104.170000 sec): 3 clusters
  Score: Raw -3802547.144484 + Penalty 5009.966431 = -3797537.178053
  nChanged 1015
		SP:Iteration 5Q (94104.490000 sec): 3 clusters
  Score: Raw -3802919.809396 + Penalty 5009.966431 = -3797909.842965
  nChanged 1052
		SP:Iteration 6Q (94104.820000 sec): 3 clusters
  Score: Raw -3803370.897063 + Penalty 5009.966431 = -3798360.930632
  nChanged 1202
		SP:Iteration 7Q (94105.150000 sec): 3 clusters
  Score: Raw -3803946.021463 + Penalty 5009.966431 = -3798936.055032
  nChanged 1305
		SP:Iteration 8F (94105.470000 sec): 3 clusters
  Score: Raw -3804666.223829 + Penalty 5009.966431 = -3799656.257398
  nChanged 1411
		SP:Iteration 9F (94105.770000 sec): 3 clusters
  Score: Raw -3805560.153473 + Penalty 5009.966431 = -3800550.187042
  nChanged 1503
		SP:Iteration 10F (94106.150000 sec): 3 clusters
  Score: Raw -3806638.481625 + Penalty 5009.966431 = -3801628.515194
  nChanged 1437
		SP:Iteration 11F (94106.470000 sec): 3 clusters
  Score: Raw -3807711.241084 + Penalty 5009.966431 = -3802701.274653
  nChanged 1278
		SP:Iteration 12F (94106.810000 sec): 3 clusters
  Score: Raw -3808715.608779 + Penalty 5009.966431 = -3803705.642348
  nChanged 1048
		SP:Iteration 13Q (94107.170000 sec): 3 clusters
  Score: Raw -3809505.905131 + Penalty 5009.966431 = -3804495.938700
  nChanged 758
		SP:Iteration 14Q (94107.490000 sec): 3 clusters
  Score: Raw -3809995.498821 + Penalty 5009.966431 = -3804985.532391
  nChanged 490
		SP:Iteration 15Q (94107.810000 sec): 3 clusters
  Score: Raw -3810276.046990 + Penalty 5009.966431 = -3805266.080559
  nChanged 335
		SP:Iteration 16Q (94108.160000 sec): 3 clusters
  Score: Raw -3810456.370771 + Penalty 5009.966431 = -3805446.404341
  nChanged 224
		SP:Iteration 17Q (94108.470000 sec): 3 clusters
  Score: Raw -3810568.311453 + Penalty 5009.966431 = -3805558.345023
  nChanged 157
		SP:Iteration 18Q (94108.810000 sec): 3 clusters
  Score: Raw -3810641.100478 + Penalty 5009.966431 = -3805631.134047
  nChanged 98
		SP:Iteration 19Q (94109.120000 sec): 3 clusters
  Score: Raw -3810687.641193 + Penalty 5009.966431 = -3805677.674762
  nChanged 74
		SP:Iteration 20F (94109.460000 sec): 3 clusters
  Score: Raw -3810721.161377 + Penalty 5009.966431 = -3805711.194946
  nChanged 56
		SP:Iteration 21Q (94109.810000 sec): 3 clusters
  Score: Raw -3810746.569636 + Penalty 5009.966431 = -3805736.603205
  nChanged 44
		SP:Iteration 22Q (94110.110000 sec): 3 clusters
  Score: Raw -3810766.720597 + Penalty 5009.966431 = -3805756.754166
  nChanged 50
		SP:Iteration 23Q (94110.450000 sec): 3 clusters
  Score: Raw -3810789.776224 + Penalty 5009.966431 = -3805779.809793
  nChanged 36
		SP:Iteration 24Q (94110.790000 sec): 3 clusters
  Score: Raw -3810803.421828 + Penalty 5009.966431 = -3805793.455397
  nChanged 23
		SP:Iteration 25Q (94111.190000 sec): 3 clusters
  Score: Raw -3810810.376305 + Penalty 5009.966431 = -3805800.409874
  nChanged 19
		SP:Iteration 26Q (94111.540000 sec): 3 clusters
  Score: Raw -3810817.551369 + Penalty 5009.966431 = -3805807.584938
  nChanged 17
		SP:Iteration 27Q (94111.810000 sec): 3 clusters
  Score: Raw -3810823.277773 + Penalty 5009.966431 = -3805813.311342
  nChanged 15
		SP:Iteration 28Q (94112.160000 sec): 3 clusters
  Score: Raw -3810828.775438 + Penalty 5009.966431 = -3805818.809008
  nChanged 13
		SP:Iteration 29Q (94112.480000 sec): 3 clusters
  Score: Raw -3810834.085709 + Penalty 5009.966431 = -3805824.119278
  nChanged 8
		SP:Iteration 30Q (94112.770000 sec): 3 clusters
  Score: Raw -3810836.906273 + Penalty 5009.966431 = -3805826.939842
  nChanged 6
		SP:Iteration 31Q (94113.050000 sec): 3 clusters
  Score: Raw -3810838.913739 + Penalty 5009.966431 = -3805828.947308
  nChanged 5
		SP:Iteration 32Q (94113.330000 sec): 3 clusters
  Score: Raw -3810840.907112 + Penalty 5009.966431 = -3805830.940682
  nChanged 8
		SP:Iteration 33Q (94113.670000 sec): 3 clusters
  Score: Raw -3810844.213564 + Penalty 5009.966431 = -3805834.247133
  nChanged 11
		SP:Iteration 34Q (94114.020000 sec): 3 clusters
  Score: Raw -3810849.069452 + Penalty 5009.966431 = -3805839.103021
  nChanged 8
		SP:Iteration 35Q (94114.360000 sec): 3 clusters
  Score: Raw -3810851.093823 + Penalty 5009.966431 = -3805841.127392
  nChanged 6
		SP:Iteration 36Q (94114.660000 sec): 3 clusters
  Score: Raw -3810853.136763 + Penalty 5009.966431 = -3805843.170332
  nChanged 7
		SP:Iteration 37Q (94114.970000 sec): 3 clusters
  Score: Raw -3810856.340265 + Penalty 5009.966431 = -3805846.373834
  nChanged 7
		SP:Iteration 38Q (94115.270000 sec): 3 clusters
  Score: Raw -3810859.335501 + Penalty 5009.966431 = -3805849.369070
  nChanged 6
		SP:Iteration 39Q (94115.590000 sec): 3 clusters
  Score: Raw -3810861.869063 + Penalty 5009.966431 = -3805851.902632
  nChanged 3
		SP:Iteration 40F (94115.950000 sec): 3 clusters
  Score: Raw -3810863.035855 + Penalty 5009.966431 = -3805853.069424
  nChanged 4
		SP:Iteration 41Q (94116.270000 sec): 3 clusters
  Score: Raw -3810864.312849 + Penalty 5009.966431 = -3805854.346418
  nChanged 1
		SP:Iteration 42Q (94116.620000 sec): 3 clusters
  Score: Raw -3810864.512642 + Penalty 5009.966431 = -3805854.546212
  nChanged 0
		SP:Iteration 43F (94116.960000 sec): 3 clusters
  Score: Raw -3810864.512642 + Penalty 5009.966431 = -3805854.546212
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (4292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94117.090000 sec): 2 clusters
  Score: Raw -673234.188206 + Penalty 2074.398010 = -671159.790196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94117.320000 sec): 3 clusters
  Score: Raw -671285.192796 + Penalty 4148.796019 = -667136.396777
  nChanged 1637
		SP:Iteration 1F (94117.470000 sec): 3 clusters
  Score: Raw -672441.818626 + Penalty 4148.796019 = -668293.022606
  nChanged 417
		SP:Iteration 2F (94117.650000 sec): 3 clusters
  Score: Raw -672912.073618 + Penalty 4148.796019 = -668763.277598
  nChanged 354
		SP:Iteration 3F (94117.820000 sec): 3 clusters
  Score: Raw -673384.506094 + Penalty 4148.796019 = -669235.710074
  nChanged 338
		SP:Iteration 4F (94117.990000 sec): 3 clusters
  Score: Raw -673758.026295 + Penalty 4148.796019 = -669609.230276
  nChanged 252
		SP:Iteration 5F (94118.190000 sec): 3 clusters
  Score: Raw -673986.734915 + Penalty 4148.796019 = -669837.938895
  nChanged 162
		SP:Iteration 6Q (94118.390000 sec): 3 clusters
  Score: Raw -674140.668746 + Penalty 4148.796019 = -669991.872726
  nChanged 130
		SP:Iteration 7Q (94118.570000 sec): 3 clusters
  Score: Raw -674239.660625 + Penalty 4148.796019 = -670090.864605
  nChanged 97
		SP:Iteration 8Q (94118.730000 sec): 3 clusters
  Score: Raw -674302.473889 + Penalty 4148.796019 = -670153.677870
  nChanged 59
		SP:Iteration 9Q (94118.890000 sec): 3 clusters
  Score: Raw -674334.150560 + Penalty 4148.796019 = -670185.354541
  nChanged 46
		SP:Iteration 10Q (94119.060000 sec): 3 clusters
  Score: Raw -674359.690863 + Penalty 4148.796019 = -670210.894844
  nChanged 32
		SP:Iteration 11Q (94119.210000 sec): 3 clusters
  Score: Raw -674378.986990 + Penalty 4148.796019 = -670230.190971
  nChanged 28
		SP:Iteration 12Q (94119.330000 sec): 3 clusters
  Score: Raw -674392.367343 + Penalty 4148.796019 = -670243.571324
  nChanged 23
		SP:Iteration 13Q (94119.480000 sec): 3 clusters
  Score: Raw -674402.503044 + Penalty 4148.796019 = -670253.707024
  nChanged 22
		SP:Iteration 14Q (94119.620000 sec): 3 clusters
  Score: Raw -674410.261582 + Penalty 4148.796019 = -670261.465562
  nChanged 18
		SP:Iteration 15Q (94119.800000 sec): 3 clusters
  Score: Raw -674415.966268 + Penalty 4148.796019 = -670267.170249
  nChanged 6
		SP:Iteration 16Q (94119.980000 sec): 3 clusters
  Score: Raw -674417.866404 + Penalty 4148.796019 = -670269.070384
  nChanged 5
		SP:Iteration 17Q (94120.140000 sec): 3 clusters
  Score: Raw -674419.531017 + Penalty 4148.796019 = -670270.734997
  nChanged 2
		SP:Iteration 18Q (94120.260000 sec): 3 clusters
  Score: Raw -674420.110410 + Penalty 4148.796019 = -670271.314391
  nChanged 2
		SP:Iteration 19Q (94120.460000 sec): 3 clusters
  Score: Raw -674420.493860 + Penalty 4148.796019 = -670271.697840
  nChanged 1
		SP:Iteration 20F (94120.580000 sec): 3 clusters
  Score: Raw -674420.612886 + Penalty 4148.796019 = -670271.816866
  nChanged 1
		SP:Iteration 21Q (94120.740000 sec): 3 clusters
  Score: Raw -674420.762262 + Penalty 4148.796019 = -670271.966242
  nChanged 1
		SP:Iteration 22Q (94120.930000 sec): 3 clusters
  Score: Raw -674421.223419 + Penalty 4148.796019 = -670272.427400
  nChanged 2
		SP:Iteration 23Q (94121.040000 sec): 3 clusters
  Score: Raw -674422.110159 + Penalty 4148.796019 = -670273.314140
  nChanged 2
		SP:Iteration 24Q (94121.180000 sec): 3 clusters
  Score: Raw -674422.759947 + Penalty 4148.796019 = -670273.963928
  nChanged 4
		SP:Iteration 25Q (94121.370000 sec): 3 clusters
  Score: Raw -674424.299399 + Penalty 4148.796019 = -670275.503379
  nChanged 2
		SP:Iteration 26Q (94121.490000 sec): 3 clusters
  Score: Raw -674424.797461 + Penalty 4148.796019 = -670276.001441
  nChanged 1
		SP:Iteration 27Q (94121.640000 sec): 3 clusters
  Score: Raw -674425.009530 + Penalty 4148.796019 = -670276.213510
  nChanged 0
		SP:Iteration 28F (94121.790000 sec): 3 clusters
  Score: Raw -674425.009530 + Penalty 4148.796019 = -670276.213510
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (20259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94122.040000 sec): 2 clusters
  Score: Raw -3221126.590537 + Penalty 2459.255896 = -3218667.334642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94122.260000 sec): 3 clusters
  Score: Raw -3209348.097504 + Penalty 4918.511791 = -3204429.585713
  nChanged 8972
		SP:Iteration 1F (94122.540000 sec): 3 clusters
  Score: Raw -3214271.153139 + Penalty 4918.511791 = -3209352.641347
  nChanged 1118
		SP:Iteration 2F (94122.800000 sec): 3 clusters
  Score: Raw -3214725.939994 + Penalty 4918.511791 = -3209807.428202
  nChanged 1001
		SP:Iteration 3Q (94123.080000 sec): 3 clusters
  Score: Raw -3215163.191290 + Penalty 4918.511791 = -3210244.679498
  nChanged 993
		SP:Iteration 4Q (94123.340000 sec): 3 clusters
  Score: Raw -3215637.695628 + Penalty 4918.511791 = -3210719.183836
  nChanged 969
		SP:Iteration 5Q (94123.600000 sec): 3 clusters
  Score: Raw -3216177.695097 + Penalty 4918.511791 = -3211259.183306
  nChanged 1009
		SP:Iteration 6Q (94123.870000 sec): 3 clusters
  Score: Raw -3216812.110107 + Penalty 4918.511791 = -3211893.598315
  nChanged 1072
		SP:Iteration 7F (94124.140000 sec): 3 clusters
  Score: Raw -3217612.392760 + Penalty 4918.511791 = -3212693.880968
  nChanged 1217
		SP:Iteration 8F (94124.360000 sec): 3 clusters
  Score: Raw -3218647.017458 + Penalty 4918.511791 = -3213728.505666
  nChanged 1246
		SP:Iteration 9F (94124.580000 sec): 3 clusters
  Score: Raw -3219711.109700 + Penalty 4918.511791 = -3214792.597908
  nChanged 1084
		SP:Iteration 10F (94124.850000 sec): 3 clusters
  Score: Raw -3220552.691236 + Penalty 4918.511791 = -3215634.179445
  nChanged 871
		SP:Iteration 11Q (94125.100000 sec): 3 clusters
  Score: Raw -3221129.550740 + Penalty 4918.511791 = -3216211.038949
  nChanged 642
		SP:Iteration 12Q (94125.390000 sec): 3 clusters
  Score: Raw -3221496.631537 + Penalty 4918.511791 = -3216578.119746
  nChanged 485
		SP:Iteration 13Q (94125.700000 sec): 3 clusters
  Score: Raw -3221740.231607 + Penalty 4918.511791 = -3216821.719815
  nChanged 370
		SP:Iteration 14Q (94125.940000 sec): 3 clusters
  Score: Raw -3221910.101743 + Penalty 4918.511791 = -3216991.589952
  nChanged 297
		SP:Iteration 15Q (94126.200000 sec): 3 clusters
  Score: Raw -3222026.269333 + Penalty 4918.511791 = -3217107.757541
  nChanged 255
		SP:Iteration 16Q (94126.460000 sec): 3 clusters
  Score: Raw -3222120.286844 + Penalty 4918.511791 = -3217201.775052
  nChanged 218
		SP:Iteration 17Q (94126.710000 sec): 3 clusters
  Score: Raw -3222194.575189 + Penalty 4918.511791 = -3217276.063397
  nChanged 197
		SP:Iteration 18Q (94126.960000 sec): 3 clusters
  Score: Raw -3222264.150026 + Penalty 4918.511791 = -3217345.638235
  nChanged 184
		SP:Iteration 19Q (94127.220000 sec): 3 clusters
  Score: Raw -3222324.592938 + Penalty 4918.511791 = -3217406.081147
  nChanged 166
		SP:Iteration 20F (94127.480000 sec): 3 clusters
  Score: Raw -3222381.345784 + Penalty 4918.511791 = -3217462.833992
  nChanged 183
		SP:Iteration 21Q (94127.700000 sec): 3 clusters
  Score: Raw -3222448.901426 + Penalty 4918.511791 = -3217530.389634
  nChanged 154
		SP:Iteration 22Q (94127.920000 sec): 3 clusters
  Score: Raw -3222498.542939 + Penalty 4918.511791 = -3217580.031147
  nChanged 148
		SP:Iteration 23Q (94128.150000 sec): 3 clusters
  Score: Raw -3222543.196779 + Penalty 4918.511791 = -3217624.684988
  nChanged 127
		SP:Iteration 24Q (94128.420000 sec): 3 clusters
  Score: Raw -3222576.643410 + Penalty 4918.511791 = -3217658.131619
  nChanged 121
		SP:Iteration 25Q (94128.630000 sec): 3 clusters
  Score: Raw -3222605.819971 + Penalty 4918.511791 = -3217687.308180
  nChanged 110
		SP:Iteration 26Q (94128.910000 sec): 3 clusters
  Score: Raw -3222631.411231 + Penalty 4918.511791 = -3217712.899440
  nChanged 101
		SP:Iteration 27Q (94129.120000 sec): 3 clusters
  Score: Raw -3222653.184540 + Penalty 4918.511791 = -3217734.672749
  nChanged 98
		SP:Iteration 28Q (94129.390000 sec): 3 clusters
  Score: Raw -3222672.139097 + Penalty 4918.511791 = -3217753.627306
  nChanged 94
		SP:Iteration 29Q (94129.610000 sec): 3 clusters
  Score: Raw -3222690.049806 + Penalty 4918.511791 = -3217771.538014
  nChanged 80
		SP:Iteration 30Q (94129.930000 sec): 3 clusters
  Score: Raw -3222704.121407 + Penalty 4918.511791 = -3217785.609616
  nChanged 64
		SP:Iteration 31Q (94130.190000 sec): 3 clusters
  Score: Raw -3222715.594886 + Penalty 4918.511791 = -3217797.083094
  nChanged 62
		SP:Iteration 32Q (94130.520000 sec): 3 clusters
  Score: Raw -3222724.964382 + Penalty 4918.511791 = -3217806.452591
  nChanged 53
		SP:Iteration 33Q (94130.830000 sec): 3 clusters
  Score: Raw -3222733.500204 + Penalty 4918.511791 = -3217814.988413
  nChanged 46
		SP:Iteration 34Q (94131.130000 sec): 3 clusters
  Score: Raw -3222740.278759 + Penalty 4918.511791 = -3217821.766968
  nChanged 47
		SP:Iteration 35Q (94131.440000 sec): 3 clusters
  Score: Raw -3222746.763699 + Penalty 4918.511791 = -3217828.251907
  nChanged 38
		SP:Iteration 36Q (94131.740000 sec): 3 clusters
  Score: Raw -3222751.627328 + Penalty 4918.511791 = -3217833.115537
  nChanged 51
		SP:Iteration 37Q (94132.040000 sec): 3 clusters
  Score: Raw -3222757.904088 + Penalty 4918.511791 = -3217839.392297
  nChanged 34
		SP:Iteration 38Q (94132.330000 sec): 3 clusters
  Score: Raw -3222762.417314 + Penalty 4918.511791 = -3217843.905523
  nChanged 44
		SP:Iteration 39Q (94132.590000 sec): 3 clusters
  Score: Raw -3222768.781662 + Penalty 4918.511791 = -3217850.269871
  nChanged 53
		SP:Iteration 40F (94132.900000 sec): 3 clusters
  Score: Raw -3222776.455399 + Penalty 4918.511791 = -3217857.943607
  nChanged 43
		SP:Iteration 41Q (94133.270000 sec): 3 clusters
  Score: Raw -3222782.541716 + Penalty 4918.511791 = -3217864.029925
  nChanged 36
		SP:Iteration 42Q (94133.570000 sec): 3 clusters
  Score: Raw -3222787.358974 + Penalty 4918.511791 = -3217868.847182
  nChanged 33
		SP:Iteration 43Q (94133.870000 sec): 3 clusters
  Score: Raw -3222791.761309 + Penalty 4918.511791 = -3217873.249518
  nChanged 32
		SP:Iteration 44Q (94134.120000 sec): 3 clusters
  Score: Raw -3222795.261791 + Penalty 4918.511791 = -3217876.750000
  nChanged 26
		SP:Iteration 45Q (94134.400000 sec): 3 clusters
  Score: Raw -3222798.059107 + Penalty 4918.511791 = -3217879.547316
  nChanged 23
		SP:Iteration 46Q (94134.710000 sec): 3 clusters
  Score: Raw -3222801.133429 + Penalty 4918.511791 = -3217882.621637
  nChanged 30
		SP:Iteration 47Q (94135.050000 sec): 3 clusters
  Score: Raw -3222804.112852 + Penalty 4918.511791 = -3217885.601061
  nChanged 14
		SP:Iteration 48Q (94135.320000 sec): 3 clusters
  Score: Raw -3222805.478644 + Penalty 4918.511791 = -3217886.966853
  nChanged 13
		SP:Iteration 49Q (94135.600000 sec): 3 clusters
  Score: Raw -3222806.487404 + Penalty 4918.511791 = -3217887.975612
  nChanged 11
		SP:Iteration 50Q (94135.930000 sec): 3 clusters
  Score: Raw -3222807.826108 + Penalty 4918.511791 = -3217889.314316
  nChanged 18
		SP:Iteration 51Q (94136.210000 sec): 3 clusters
  Score: Raw -3222809.256748 + Penalty 4918.511791 = -3217890.744956
  nChanged 12
		SP:Iteration 52Q (94136.500000 sec): 3 clusters
  Score: Raw -3222810.197060 + Penalty 4918.511791 = -3217891.685269
  nChanged 16
		SP:Iteration 53Q (94136.800000 sec): 3 clusters
  Score: Raw -3222811.661333 + Penalty 4918.511791 = -3217893.149542
  nChanged 10
		SP:Iteration 54Q (94137.090000 sec): 3 clusters
  Score: Raw -3222812.545803 + Penalty 4918.511791 = -3217894.034012
  nChanged 12
		SP:Iteration 55Q (94137.380000 sec): 3 clusters
  Score: Raw -3222813.521656 + Penalty 4918.511791 = -3217895.009864
  nChanged 11
		SP:Iteration 56Q (94137.740000 sec): 3 clusters
  Score: Raw -3222814.469087 + Penalty 4918.511791 = -3217895.957296
  nChanged 7
		SP:Iteration 57Q (94138.050000 sec): 3 clusters
  Score: Raw -3222815.172025 + Penalty 4918.511791 = -3217896.660233
  nChanged 8
		SP:Iteration 58Q (94138.390000 sec): 3 clusters
  Score: Raw -3222815.923445 + Penalty 4918.511791 = -3217897.411654
  nChanged 14
		SP:Iteration 59Q (94138.660000 sec): 3 clusters
  Score: Raw -3222817.342318 + Penalty 4918.511791 = -3217898.830527
  nChanged 12
		SP:Iteration 60F (94138.970000 sec): 3 clusters
  Score: Raw -3222818.453301 + Penalty 4918.511791 = -3217899.941510
  nChanged 10
		SP:Iteration 61Q (94139.270000 sec): 3 clusters
  Score: Raw -3222819.544048 + Penalty 4918.511791 = -3217901.032257
  nChanged 12
		SP:Iteration 62Q (94139.580000 sec): 3 clusters
  Score: Raw -3222820.604067 + Penalty 4918.511791 = -3217902.092276
  nChanged 12
		SP:Iteration 63Q (94139.900000 sec): 3 clusters
  Score: Raw -3222821.818688 + Penalty 4918.511791 = -3217903.306896
  nChanged 7
		SP:Iteration 64Q (94140.170000 sec): 3 clusters
  Score: Raw -3222822.312642 + Penalty 4918.511791 = -3217903.800851
  nChanged 5
		SP:Iteration 65Q (94140.490000 sec): 3 clusters
  Score: Raw -3222822.670517 + Penalty 4918.511791 = -3217904.158725
  nChanged 4
		SP:Iteration 66Q (94140.800000 sec): 3 clusters
  Score: Raw -3222822.953370 + Penalty 4918.511791 = -3217904.441579
  nChanged 1
		SP:Iteration 67Q (94141.070000 sec): 3 clusters
  Score: Raw -3222822.985739 + Penalty 4918.511791 = -3217904.473948
  nChanged 3
		SP:Iteration 68Q (94141.430000 sec): 3 clusters
  Score: Raw -3222823.211444 + Penalty 4918.511791 = -3217904.699652
  nChanged 2
		SP:Iteration 69Q (94141.690000 sec): 3 clusters
  Score: Raw -3222823.322276 + Penalty 4918.511791 = -3217904.810484
  nChanged 3
		SP:Iteration 70Q (94142.010000 sec): 3 clusters
  Score: Raw -3222823.580982 + Penalty 4918.511791 = -3217905.069191
  nChanged 4
		SP:Iteration 71Q (94142.220000 sec): 3 clusters
  Score: Raw -3222823.849811 + Penalty 4918.511791 = -3217905.338019
  nChanged 1
		SP:Iteration 72Q (94142.490000 sec): 3 clusters
  Score: Raw -3222823.898275 + Penalty 4918.511791 = -3217905.386484
  nChanged 0
		SP:Iteration 73F (94142.800000 sec): 3 clusters
  Score: Raw -3222823.898275 + Penalty 4918.511791 = -3217905.386484
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (24245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94143.020000 sec): 2 clusters
  Score: Raw -3906279.463917 + Penalty 2503.799491 = -3903775.664426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94143.360000 sec): 3 clusters
  Score: Raw -3891966.236729 + Penalty 5007.598982 = -3886958.637747
  nChanged 10759
		SP:Iteration 1F (94143.670000 sec): 3 clusters
  Score: Raw -3897759.228753 + Penalty 5007.598982 = -3892751.629771
  nChanged 1235
		SP:Iteration 2F (94144.000000 sec): 3 clusters
  Score: Raw -3898214.001401 + Penalty 5007.598982 = -3893206.402419
  nChanged 1153
		SP:Iteration 3Q (94144.320000 sec): 3 clusters
  Score: Raw -3898664.162961 + Penalty 5007.598982 = -3893656.563979
  nChanged 1174
		SP:Iteration 4Q (94144.620000 sec): 3 clusters
  Score: Raw -3899156.869840 + Penalty 5007.598982 = -3894149.270858
  nChanged 1174
		SP:Iteration 5Q (94145.000000 sec): 3 clusters
  Score: Raw -3899717.471208 + Penalty 5007.598982 = -3894709.872226
  nChanged 1241
		SP:Iteration 6F (94145.340000 sec): 3 clusters
  Score: Raw -3900419.945274 + Penalty 5007.598982 = -3895412.346292
  nChanged 1332
		SP:Iteration 7F (94145.670000 sec): 3 clusters
  Score: Raw -3901248.903989 + Penalty 5007.598982 = -3896241.305007
  nChanged 1403
		SP:Iteration 8F (94145.960000 sec): 3 clusters
  Score: Raw -3902053.397026 + Penalty 5007.598982 = -3897045.798044
  nChanged 1204
		SP:Iteration 9Q (94146.300000 sec): 3 clusters
  Score: Raw -3902668.471486 + Penalty 5007.598982 = -3897660.872504
  nChanged 948
		SP:Iteration 10Q (94146.630000 sec): 3 clusters
  Score: Raw -3903062.472248 + Penalty 5007.598982 = -3898054.873266
  nChanged 777
		SP:Iteration 11Q (94146.970000 sec): 3 clusters
  Score: Raw -3903357.289063 + Penalty 5007.598982 = -3898349.690081
  nChanged 683
		SP:Iteration 12Q (94147.320000 sec): 3 clusters
  Score: Raw -3903603.367771 + Penalty 5007.598982 = -3898595.768789
  nChanged 552
		SP:Iteration 13Q (94147.630000 sec): 3 clusters
  Score: Raw -3903797.171515 + Penalty 5007.598982 = -3898789.572533
  nChanged 513
		SP:Iteration 14Q (94147.940000 sec): 3 clusters
  Score: Raw -3903964.700195 + Penalty 5007.598982 = -3898957.101213
  nChanged 477
		SP:Iteration 15Q (94148.220000 sec): 3 clusters
  Score: Raw -3904113.863492 + Penalty 5007.598982 = -3899106.264510
  nChanged 473
		SP:Iteration 16Q (94148.580000 sec): 3 clusters
  Score: Raw -3904257.255926 + Penalty 5007.598982 = -3899249.656944
  nChanged 463
		SP:Iteration 17Q (94148.900000 sec): 3 clusters
  Score: Raw -3904407.310889 + Penalty 5007.598982 = -3899399.711907
  nChanged 489
		SP:Iteration 18Q (94149.250000 sec): 3 clusters
  Score: Raw -3904548.088979 + Penalty 5007.598982 = -3899540.489997
  nChanged 465
		SP:Iteration 19Q (94149.590000 sec): 3 clusters
  Score: Raw -3904680.071594 + Penalty 5007.598982 = -3899672.472612
  nChanged 495
		SP:Iteration 20F (94149.980000 sec): 3 clusters
  Score: Raw -3904827.547551 + Penalty 5007.598982 = -3899819.948569
  nChanged 463
		SP:Iteration 21Q (94150.270000 sec): 3 clusters
  Score: Raw -3904961.884503 + Penalty 5007.598982 = -3899954.285521
  nChanged 500
		SP:Iteration 22Q (94150.620000 sec): 3 clusters
  Score: Raw -3905116.553349 + Penalty 5007.598982 = -3900108.954367
  nChanged 490
		SP:Iteration 23Q (94150.910000 sec): 3 clusters
  Score: Raw -3905261.973084 + Penalty 5007.598982 = -3900254.374102
  nChanged 457
		SP:Iteration 24Q (94151.210000 sec): 3 clusters
  Score: Raw -3905397.117648 + Penalty 5007.598982 = -3900389.518666
  nChanged 451
		SP:Iteration 25Q (94151.490000 sec): 3 clusters
  Score: Raw -3905528.166024 + Penalty 5007.598982 = -3900520.567042
  nChanged 432
		SP:Iteration 26Q (94151.820000 sec): 3 clusters
  Score: Raw -3905656.328032 + Penalty 5007.598982 = -3900648.729050
  nChanged 383
		SP:Iteration 27Q (94152.140000 sec): 3 clusters
  Score: Raw -3905772.079429 + Penalty 5007.598982 = -3900764.480447
  nChanged 385
		SP:Iteration 28Q (94152.460000 sec): 3 clusters
  Score: Raw -3905893.224584 + Penalty 5007.598982 = -3900885.625602
  nChanged 350
		SP:Iteration 29Q (94152.740000 sec): 3 clusters
  Score: Raw -3906005.051049 + Penalty 5007.598982 = -3900997.452067
  nChanged 346
		SP:Iteration 30Q (94153.070000 sec): 3 clusters
  Score: Raw -3906118.028474 + Penalty 5007.598982 = -3901110.429492
  nChanged 315
		SP:Iteration 31Q (94153.320000 sec): 3 clusters
  Score: Raw -3906228.062745 + Penalty 5007.598982 = -3901220.463763
  nChanged 310
		SP:Iteration 32Q (94153.640000 sec): 3 clusters
  Score: Raw -3906334.013509 + Penalty 5007.598982 = -3901326.414527
  nChanged 270
		SP:Iteration 33Q (94153.910000 sec): 3 clusters
  Score: Raw -3906430.977364 + Penalty 5007.598982 = -3901423.378382
  nChanged 228
		SP:Iteration 34Q (94154.250000 sec): 3 clusters
  Score: Raw -3906509.171265 + Penalty 5007.598982 = -3901501.572283
  nChanged 179
		SP:Iteration 35Q (94154.520000 sec): 3 clusters
  Score: Raw -3906570.151097 + Penalty 5007.598982 = -3901562.552115
  nChanged 166
		SP:Iteration 36Q (94154.800000 sec): 3 clusters
  Score: Raw -3906626.428778 + Penalty 5007.598982 = -3901618.829796
  nChanged 148
		SP:Iteration 37Q (94155.100000 sec): 3 clusters
  Score: Raw -3906672.632455 + Penalty 5007.598982 = -3901665.033473
  nChanged 116
		SP:Iteration 38Q (94155.440000 sec): 3 clusters
  Score: Raw -3906702.869401 + Penalty 5007.598982 = -3901695.270419
  nChanged 101
		SP:Iteration 39Q (94155.730000 sec): 3 clusters
  Score: Raw -3906732.321419 + Penalty 5007.598982 = -3901724.722437
  nChanged 94
		SP:Iteration 40F (94156.040000 sec): 3 clusters
  Score: Raw -3906758.667901 + Penalty 5007.598982 = -3901751.068919
  nChanged 77
		SP:Iteration 41Q (94156.330000 sec): 3 clusters
  Score: Raw -3906779.629004 + Penalty 5007.598982 = -3901772.030022
  nChanged 84
		SP:Iteration 42Q (94156.620000 sec): 3 clusters
  Score: Raw -3906802.345365 + Penalty 5007.598982 = -3901794.746383
  nChanged 69
		SP:Iteration 43Q (94156.980000 sec): 3 clusters
  Score: Raw -3906821.664370 + Penalty 5007.598982 = -3901814.065388
  nChanged 50
		SP:Iteration 44Q (94157.280000 sec): 3 clusters
  Score: Raw -3906836.439912 + Penalty 5007.598982 = -3901828.840930
  nChanged 52
		SP:Iteration 45Q (94157.590000 sec): 3 clusters
  Score: Raw -3906849.560878 + Penalty 5007.598982 = -3901841.961896
  nChanged 39
		SP:Iteration 46Q (94157.950000 sec): 3 clusters
  Score: Raw -3906859.142115 + Penalty 5007.598982 = -3901851.543133
  nChanged 42
		SP:Iteration 47Q (94158.280000 sec): 3 clusters
  Score: Raw -3906869.931543 + Penalty 5007.598982 = -3901862.332561
  nChanged 29
		SP:Iteration 48Q (94158.620000 sec): 3 clusters
  Score: Raw -3906876.478047 + Penalty 5007.598982 = -3901868.879065
  nChanged 30
		SP:Iteration 49Q (94158.920000 sec): 3 clusters
  Score: Raw -3906884.004916 + Penalty 5007.598982 = -3901876.405934
  nChanged 24
		SP:Iteration 50Q (94159.190000 sec): 3 clusters
  Score: Raw -3906891.192570 + Penalty 5007.598982 = -3901883.593588
  nChanged 27
		SP:Iteration 51Q (94159.530000 sec): 3 clusters
  Score: Raw -3906898.175572 + Penalty 5007.598982 = -3901890.576590
  nChanged 22
		SP:Iteration 52Q (94159.790000 sec): 3 clusters
  Score: Raw -3906903.814966 + Penalty 5007.598982 = -3901896.215984
  nChanged 28
		SP:Iteration 53Q (94160.140000 sec): 3 clusters
  Score: Raw -3906911.992517 + Penalty 5007.598982 = -3901904.393535
  nChanged 26
		SP:Iteration 54Q (94160.420000 sec): 3 clusters
  Score: Raw -3906919.401196 + Penalty 5007.598982 = -3901911.802214
  nChanged 30
		SP:Iteration 55Q (94160.790000 sec): 3 clusters
  Score: Raw -3906928.478665 + Penalty 5007.598982 = -3901920.879683
  nChanged 30
		SP:Iteration 56Q (94161.130000 sec): 3 clusters
  Score: Raw -3906938.108467 + Penalty 5007.598982 = -3901930.509485
  nChanged 30
		SP:Iteration 57Q (94161.490000 sec): 3 clusters
  Score: Raw -3906948.041428 + Penalty 5007.598982 = -3901940.442446
  nChanged 28
		SP:Iteration 58Q (94161.800000 sec): 3 clusters
  Score: Raw -3906954.867693 + Penalty 5007.598982 = -3901947.268711
  nChanged 21
		SP:Iteration 59Q (94162.130000 sec): 3 clusters
  Score: Raw -3906960.776475 + Penalty 5007.598982 = -3901953.177493
  nChanged 23
		SP:Iteration 60F (94162.440000 sec): 3 clusters
  Score: Raw -3906966.658530 + Penalty 5007.598982 = -3901959.059548
  nChanged 15
		SP:Iteration 61Q (94162.780000 sec): 3 clusters
  Score: Raw -3906970.298611 + Penalty 5007.598982 = -3901962.699629
  nChanged 14
		SP:Iteration 62Q (94163.080000 sec): 3 clusters
  Score: Raw -3906973.515705 + Penalty 5007.598982 = -3901965.916723
  nChanged 23
		SP:Iteration 63Q (94163.380000 sec): 3 clusters
  Score: Raw -3906978.454511 + Penalty 5007.598982 = -3901970.855529
  nChanged 21
		SP:Iteration 64Q (94163.710000 sec): 3 clusters
  Score: Raw -3906985.470770 + Penalty 5007.598982 = -3901977.871788
  nChanged 21
		SP:Iteration 65Q (94164.060000 sec): 3 clusters
  Score: Raw -3906991.368714 + Penalty 5007.598982 = -3901983.769732
  nChanged 13
		SP:Iteration 66Q (94164.400000 sec): 3 clusters
  Score: Raw -3906994.973550 + Penalty 5007.598982 = -3901987.374568
  nChanged 7
		SP:Iteration 67Q (94164.700000 sec): 3 clusters
  Score: Raw -3906996.313136 + Penalty 5007.598982 = -3901988.714154
  nChanged 5
		SP:Iteration 68Q (94165.050000 sec): 3 clusters
  Score: Raw -3906997.375841 + Penalty 5007.598982 = -3901989.776858
  nChanged 5
		SP:Iteration 69Q (94165.380000 sec): 3 clusters
  Score: Raw -3906998.783384 + Penalty 5007.598982 = -3901991.184402
  nChanged 2
		SP:Iteration 70Q (94165.700000 sec): 3 clusters
  Score: Raw -3906999.113421 + Penalty 5007.598982 = -3901991.514439
  nChanged 1
		SP:Iteration 71Q (94166.070000 sec): 3 clusters
  Score: Raw -3906999.381489 + Penalty 5007.598982 = -3901991.782507
  nChanged 0
		SP:Iteration 72F (94166.350000 sec): 3 clusters
  Score: Raw -3906999.381489 + Penalty 5007.598982 = -3901991.782507
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (8724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94166.470000 sec): 2 clusters
  Score: Raw -1392812.277382 + Penalty 2250.310616 = -1390561.966766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94166.680000 sec): 3 clusters
  Score: Raw -1388217.864071 + Penalty 4500.621231 = -1383717.242840
  nChanged 3513
		SP:Iteration 1F (94166.810000 sec): 3 clusters
  Score: Raw -1390088.705729 + Penalty 4500.621231 = -1385588.084498
  nChanged 540
		SP:Iteration 2F (94166.990000 sec): 3 clusters
  Score: Raw -1390336.943380 + Penalty 4500.621231 = -1385836.322149
  nChanged 414
		SP:Iteration 3Q (94167.200000 sec): 3 clusters
  Score: Raw -1390557.040796 + Penalty 4500.621231 = -1386056.419565
  nChanged 393
		SP:Iteration 4Q (94167.390000 sec): 3 clusters
  Score: Raw -1390770.362800 + Penalty 4500.621231 = -1386269.741569
  nChanged 377
		SP:Iteration 5Q (94167.590000 sec): 3 clusters
  Score: Raw -1390960.664376 + Penalty 4500.621231 = -1386460.043145
  nChanged 383
		SP:Iteration 6Q (94167.770000 sec): 3 clusters
  Score: Raw -1391195.309141 + Penalty 4500.621231 = -1386694.687909
  nChanged 395
		SP:Iteration 7Q (94167.960000 sec): 3 clusters
  Score: Raw -1391453.157754 + Penalty 4500.621231 = -1386952.536523
  nChanged 407
		SP:Iteration 8Q (94168.130000 sec): 3 clusters
  Score: Raw -1391734.610081 + Penalty 4500.621231 = -1387233.988850
  nChanged 423
		SP:Iteration 9Q (94168.300000 sec): 3 clusters
  Score: Raw -1392067.585133 + Penalty 4500.621231 = -1387566.963902
  nChanged 445
		SP:Iteration 10F (94168.460000 sec): 3 clusters
  Score: Raw -1392468.367025 + Penalty 4500.621231 = -1387967.745794
  nChanged 393
		SP:Iteration 11Q (94168.620000 sec): 3 clusters
  Score: Raw -1392871.944193 + Penalty 4500.621231 = -1388371.322962
  nChanged 310
		SP:Iteration 12Q (94168.840000 sec): 3 clusters
  Score: Raw -1393226.012092 + Penalty 4500.621231 = -1388725.390861
  nChanged 237
		SP:Iteration 13Q (94169.040000 sec): 3 clusters
  Score: Raw -1393516.380862 + Penalty 4500.621231 = -1389015.759630
  nChanged 161
		SP:Iteration 14Q (94169.220000 sec): 3 clusters
  Score: Raw -1393674.888943 + Penalty 4500.621231 = -1389174.267712
  nChanged 122
		SP:Iteration 15Q (94169.400000 sec): 3 clusters
  Score: Raw -1393787.173640 + Penalty 4500.621231 = -1389286.552409
  nChanged 80
		SP:Iteration 16Q (94169.590000 sec): 3 clusters
  Score: Raw -1393854.619150 + Penalty 4500.621231 = -1389353.997918
  nChanged 57
		SP:Iteration 17Q (94169.770000 sec): 3 clusters
  Score: Raw -1393894.940526 + Penalty 4500.621231 = -1389394.319295
  nChanged 34
		SP:Iteration 18Q (94169.900000 sec): 3 clusters
  Score: Raw -1393917.638116 + Penalty 4500.621231 = -1389417.016885
  nChanged 31
		SP:Iteration 19Q (94170.080000 sec): 3 clusters
  Score: Raw -1393934.007350 + Penalty 4500.621231 = -1389433.386119
  nChanged 19
		SP:Iteration 20F (94170.300000 sec): 3 clusters
  Score: Raw -1393943.809289 + Penalty 4500.621231 = -1389443.188058
  nChanged 13
		SP:Iteration 21Q (94170.430000 sec): 3 clusters
  Score: Raw -1393948.864644 + Penalty 4500.621231 = -1389448.243413
  nChanged 10
		SP:Iteration 22Q (94170.660000 sec): 3 clusters
  Score: Raw -1393953.852444 + Penalty 4500.621231 = -1389453.231213
  nChanged 9
		SP:Iteration 23Q (94170.860000 sec): 3 clusters
  Score: Raw -1393958.576389 + Penalty 4500.621231 = -1389457.955158
  nChanged 13
		SP:Iteration 24Q (94171.050000 sec): 3 clusters
  Score: Raw -1393963.220974 + Penalty 4500.621231 = -1389462.599742
  nChanged 5
		SP:Iteration 25Q (94171.250000 sec): 3 clusters
  Score: Raw -1393964.886263 + Penalty 4500.621231 = -1389464.265032
  nChanged 5
		SP:Iteration 26Q (94171.440000 sec): 3 clusters
  Score: Raw -1393966.996984 + Penalty 4500.621231 = -1389466.375753
  nChanged 5
		SP:Iteration 27Q (94171.620000 sec): 3 clusters
  Score: Raw -1393968.377935 + Penalty 4500.621231 = -1389467.756704
  nChanged 4
		SP:Iteration 28Q (94171.810000 sec): 3 clusters
  Score: Raw -1393969.130846 + Penalty 4500.621231 = -1389468.509615
  nChanged 2
		SP:Iteration 29Q (94171.980000 sec): 3 clusters
  Score: Raw -1393970.246323 + Penalty 4500.621231 = -1389469.625092
  nChanged 2
		SP:Iteration 30Q (94172.150000 sec): 3 clusters
  Score: Raw -1393970.891267 + Penalty 4500.621231 = -1389470.270036
  nChanged 1
		SP:Iteration 31Q (94172.340000 sec): 3 clusters
  Score: Raw -1393971.108877 + Penalty 4500.621231 = -1389470.487646
  nChanged 2
		SP:Iteration 32Q (94172.530000 sec): 3 clusters
  Score: Raw -1393971.682473 + Penalty 4500.621231 = -1389471.061242
  nChanged 2
		SP:Iteration 33Q (94172.720000 sec): 3 clusters
  Score: Raw -1393972.565028 + Penalty 4500.621231 = -1389471.943797
  nChanged 2
		SP:Iteration 34Q (94172.870000 sec): 3 clusters
  Score: Raw -1393973.302318 + Penalty 4500.621231 = -1389472.681087
  nChanged 1
		SP:Iteration 35Q (94173.070000 sec): 3 clusters
  Score: Raw -1393973.391678 + Penalty 4500.621231 = -1389472.770447
  nChanged 0
		SP:Iteration 36F (94173.230000 sec): 3 clusters
  Score: Raw -1393973.391678 + Penalty 4500.621231 = -1389472.770447
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (35041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94173.510000 sec): 2 clusters
  Score: Raw -5344973.093254 + Penalty 2595.139973 = -5342377.953281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94173.900000 sec): 3 clusters
  Score: Raw -5323677.787031 + Penalty 5190.279945 = -5318487.507086
  nChanged 15990
		SP:Iteration 1F (94174.300000 sec): 3 clusters
  Score: Raw -5332798.631243 + Penalty 5190.279945 = -5327608.351298
  nChanged 2077
		SP:Iteration 2F (94174.720000 sec): 3 clusters
  Score: Raw -5333806.774391 + Penalty 5190.279945 = -5328616.494446
  nChanged 2011
		SP:Iteration 3F (94175.100000 sec): 3 clusters
  Score: Raw -5334912.083614 + Penalty 5190.279945 = -5329721.803668
  nChanged 2090
		SP:Iteration 4F (94175.510000 sec): 3 clusters
  Score: Raw -5336078.566277 + Penalty 5190.279945 = -5330888.286331
  nChanged 2087
		SP:Iteration 5F (94175.930000 sec): 3 clusters
  Score: Raw -5337274.154627 + Penalty 5190.279945 = -5332083.874681
  nChanged 1989
		SP:Iteration 6F (94176.310000 sec): 3 clusters
  Score: Raw -5338446.088555 + Penalty 5190.279945 = -5333255.808610
  nChanged 1882
		SP:Iteration 7F (94176.770000 sec): 3 clusters
  Score: Raw -5339556.537811 + Penalty 5190.279945 = -5334366.257866
  nChanged 1698
		SP:Iteration 8Q (94177.170000 sec): 3 clusters
  Score: Raw -5340645.110115 + Penalty 5190.279945 = -5335454.830169
  nChanged 1599
		SP:Iteration 9Q (94177.540000 sec): 3 clusters
  Score: Raw -5341742.868177 + Penalty 5190.279945 = -5336552.588232
  nChanged 1411
		SP:Iteration 10Q (94177.910000 sec): 3 clusters
  Score: Raw -5342590.830565 + Penalty 5190.279945 = -5337400.550619
  nChanged 1092
		SP:Iteration 11Q (94178.350000 sec): 3 clusters
  Score: Raw -5343153.215666 + Penalty 5190.279945 = -5337962.935720
  nChanged 884
		SP:Iteration 12Q (94178.680000 sec): 3 clusters
  Score: Raw -5343554.707985 + Penalty 5190.279945 = -5338364.428040
  nChanged 707
		SP:Iteration 13Q (94179.120000 sec): 3 clusters
  Score: Raw -5343871.433406 + Penalty 5190.279945 = -5338681.153461
  nChanged 570
		SP:Iteration 14Q (94179.510000 sec): 3 clusters
  Score: Raw -5344142.413948 + Penalty 5190.279945 = -5338952.134002
  nChanged 537
		SP:Iteration 15Q (94179.870000 sec): 3 clusters
  Score: Raw -5344385.523894 + Penalty 5190.279945 = -5339195.243949
  nChanged 474
		SP:Iteration 16Q (94180.270000 sec): 3 clusters
  Score: Raw -5344586.372458 + Penalty 5190.279945 = -5339396.092513
  nChanged 417
		SP:Iteration 17Q (94180.640000 sec): 3 clusters
  Score: Raw -5344751.602548 + Penalty 5190.279945 = -5339561.322602
  nChanged 371
		SP:Iteration 18Q (94181.040000 sec): 3 clusters
  Score: Raw -5344878.458379 + Penalty 5190.279945 = -5339688.178434
  nChanged 342
		SP:Iteration 19Q (94181.460000 sec): 3 clusters
  Score: Raw -5344981.034929 + Penalty 5190.279945 = -5339790.754983
  nChanged 311
		SP:Iteration 20F (94181.850000 sec): 3 clusters
  Score: Raw -5345072.647801 + Penalty 5190.279945 = -5339882.367855
  nChanged 305
		SP:Iteration 21Q (94182.240000 sec): 3 clusters
  Score: Raw -5345167.729867 + Penalty 5190.279945 = -5339977.449922
  nChanged 306
		SP:Iteration 22Q (94182.650000 sec): 3 clusters
  Score: Raw -5345258.720479 + Penalty 5190.279945 = -5340068.440534
  nChanged 301
		SP:Iteration 23Q (94183.060000 sec): 3 clusters
  Score: Raw -5345359.487020 + Penalty 5190.279945 = -5340169.207075
  nChanged 291
		SP:Iteration 24Q (94183.440000 sec): 3 clusters
  Score: Raw -5345455.830021 + Penalty 5190.279945 = -5340265.550075
  nChanged 295
		SP:Iteration 25Q (94183.830000 sec): 3 clusters
  Score: Raw -5345552.729977 + Penalty 5190.279945 = -5340362.450031
  nChanged 282
		SP:Iteration 26Q (94184.260000 sec): 3 clusters
  Score: Raw -5345653.674853 + Penalty 5190.279945 = -5340463.394908
  nChanged 273
		SP:Iteration 27Q (94184.640000 sec): 3 clusters
  Score: Raw -5345753.734073 + Penalty 5190.279945 = -5340563.454127
  nChanged 272
		SP:Iteration 28Q (94185.030000 sec): 3 clusters
  Score: Raw -5345855.224603 + Penalty 5190.279945 = -5340664.944657
  nChanged 264
		SP:Iteration 29Q (94185.440000 sec): 3 clusters
  Score: Raw -5345961.971856 + Penalty 5190.279945 = -5340771.691910
  nChanged 271
		SP:Iteration 30Q (94185.780000 sec): 3 clusters
  Score: Raw -5346073.769133 + Penalty 5190.279945 = -5340883.489188
  nChanged 264
		SP:Iteration 31Q (94186.180000 sec): 3 clusters
  Score: Raw -5346187.082773 + Penalty 5190.279945 = -5340996.802828
  nChanged 248
		SP:Iteration 32Q (94186.560000 sec): 3 clusters
  Score: Raw -5346297.577371 + Penalty 5190.279945 = -5341107.297425
  nChanged 239
		SP:Iteration 33Q (94186.930000 sec): 3 clusters
  Score: Raw -5346402.783946 + Penalty 5190.279945 = -5341212.504001
  nChanged 215
		SP:Iteration 34Q (94187.320000 sec): 3 clusters
  Score: Raw -5346490.364145 + Penalty 5190.279945 = -5341300.084199
  nChanged 203
		SP:Iteration 35Q (94187.670000 sec): 3 clusters
  Score: Raw -5346570.819316 + Penalty 5190.279945 = -5341380.539370
  nChanged 163
		SP:Iteration 36Q (94188.030000 sec): 3 clusters
  Score: Raw -5346626.752886 + Penalty 5190.279945 = -5341436.472940
  nChanged 135
		SP:Iteration 37Q (94188.400000 sec): 3 clusters
  Score: Raw -5346671.638161 + Penalty 5190.279945 = -5341481.358215
  nChanged 135
		SP:Iteration 38Q (94188.730000 sec): 3 clusters
  Score: Raw -5346720.871823 + Penalty 5190.279945 = -5341530.591878
  nChanged 140
		SP:Iteration 39Q (94189.110000 sec): 3 clusters
  Score: Raw -5346772.511110 + Penalty 5190.279945 = -5341582.231164
  nChanged 130
		SP:Iteration 40F (94189.450000 sec): 3 clusters
  Score: Raw -5346817.924857 + Penalty 5190.279945 = -5341627.644912
  nChanged 115
		SP:Iteration 41Q (94189.820000 sec): 3 clusters
  Score: Raw -5346857.999747 + Penalty 5190.279945 = -5341667.719801
  nChanged 109
		SP:Iteration 42Q (94190.210000 sec): 3 clusters
  Score: Raw -5346901.409502 + Penalty 5190.279945 = -5341711.129556
  nChanged 97
		SP:Iteration 43Q (94190.560000 sec): 3 clusters
  Score: Raw -5346934.448699 + Penalty 5190.279945 = -5341744.168754
  nChanged 83
		SP:Iteration 44Q (94190.980000 sec): 3 clusters
  Score: Raw -5346965.671989 + Penalty 5190.279945 = -5341775.392044
  nChanged 76
		SP:Iteration 45Q (94191.330000 sec): 3 clusters
  Score: Raw -5346993.072080 + Penalty 5190.279945 = -5341802.792134
  nChanged 67
		SP:Iteration 46Q (94191.720000 sec): 3 clusters
  Score: Raw -5347018.822532 + Penalty 5190.279945 = -5341828.542587
  nChanged 66
		SP:Iteration 47Q (94192.070000 sec): 3 clusters
  Score: Raw -5347041.074395 + Penalty 5190.279945 = -5341850.794450
  nChanged 68
		SP:Iteration 48Q (94192.450000 sec): 3 clusters
  Score: Raw -5347062.756311 + Penalty 5190.279945 = -5341872.476366
  nChanged 46
		SP:Iteration 49Q (94192.800000 sec): 3 clusters
  Score: Raw -5347073.372099 + Penalty 5190.279945 = -5341883.092154
  nChanged 31
		SP:Iteration 50Q (94193.170000 sec): 3 clusters
  Score: Raw -5347080.338532 + Penalty 5190.279945 = -5341890.058587
  nChanged 28
		SP:Iteration 51Q (94193.550000 sec): 3 clusters
  Score: Raw -5347086.877195 + Penalty 5190.279945 = -5341896.597249
  nChanged 25
		SP:Iteration 52Q (94193.920000 sec): 3 clusters
  Score: Raw -5347092.117200 + Penalty 5190.279945 = -5341901.837255
  nChanged 14
		SP:Iteration 53Q (94194.280000 sec): 3 clusters
  Score: Raw -5347094.767819 + Penalty 5190.279945 = -5341904.487873
  nChanged 13
		SP:Iteration 54Q (94194.630000 sec): 3 clusters
  Score: Raw -5347097.456849 + Penalty 5190.279945 = -5341907.176904
  nChanged 10
		SP:Iteration 55Q (94195.020000 sec): 3 clusters
  Score: Raw -5347099.569593 + Penalty 5190.279945 = -5341909.289647
  nChanged 11
		SP:Iteration 56Q (94195.380000 sec): 3 clusters
  Score: Raw -5347101.476249 + Penalty 5190.279945 = -5341911.196304
  nChanged 4
		SP:Iteration 57Q (94195.720000 sec): 3 clusters
  Score: Raw -5347102.180171 + Penalty 5190.279945 = -5341911.900225
  nChanged 3
		SP:Iteration 58Q (94196.110000 sec): 3 clusters
  Score: Raw -5347102.708884 + Penalty 5190.279945 = -5341912.428938
  nChanged 4
		SP:Iteration 59Q (94196.440000 sec): 3 clusters
  Score: Raw -5347103.332670 + Penalty 5190.279945 = -5341913.052724
  nChanged 3
		SP:Iteration 60F (94196.830000 sec): 3 clusters
  Score: Raw -5347103.806643 + Penalty 5190.279945 = -5341913.526697
  nChanged 5
		SP:Iteration 61Q (94197.210000 sec): 3 clusters
  Score: Raw -5347104.643042 + Penalty 5190.279945 = -5341914.363097
  nChanged 5
		SP:Iteration 62Q (94197.590000 sec): 3 clusters
  Score: Raw -5347105.489931 + Penalty 5190.279945 = -5341915.209986
  nChanged 4
		SP:Iteration 63Q (94197.980000 sec): 3 clusters
  Score: Raw -5347106.246459 + Penalty 5190.279945 = -5341915.966514
  nChanged 2
		SP:Iteration 64Q (94198.330000 sec): 3 clusters
  Score: Raw -5347106.745662 + Penalty 5190.279945 = -5341916.465717
  nChanged 2
		SP:Iteration 65Q (94198.720000 sec): 3 clusters
  Score: Raw -5347107.062662 + Penalty 5190.279945 = -5341916.782717
  nChanged 1
		SP:Iteration 66Q (94199.080000 sec): 3 clusters
  Score: Raw -5347107.190752 + Penalty 5190.279945 = -5341916.910807
  nChanged 0
		SP:Iteration 67F (94199.440000 sec): 3 clusters
  Score: Raw -5347107.190752 + Penalty 5190.279945 = -5341916.910807
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (1173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94199.550000 sec): 2 clusters
  Score: Raw -173164.523629 + Penalty 1752.695322 = -171411.828307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94199.690000 sec): 3 clusters
  Score: Raw -172922.637840 + Penalty 3505.390645 = -169417.247195
  nChanged 334
		SP:Iteration 1F (94199.840000 sec): 3 clusters
  Score: Raw -173432.194847 + Penalty 3505.390645 = -169926.804202
  nChanged 120
		SP:Iteration 2F (94199.980000 sec): 3 clusters
  Score: Raw -173667.878044 + Penalty 3505.390645 = -170162.487399
  nChanged 73
		SP:Iteration 3F (94200.120000 sec): 3 clusters
  Score: Raw -173837.667899 + Penalty 3505.390645 = -170332.277254
  nChanged 52
		SP:Iteration 4Q (94200.250000 sec): 3 clusters
  Score: Raw -173948.618769 + Penalty 3505.390645 = -170443.228124
  nChanged 55
		SP:Iteration 5Q (94200.380000 sec): 3 clusters
  Score: Raw -174032.382337 + Penalty 3505.390645 = -170526.991692
  nChanged 39
		SP:Iteration 6Q (94200.520000 sec): 3 clusters
  Score: Raw -174097.466980 + Penalty 3505.390645 = -170592.076336
  nChanged 30
		SP:Iteration 7Q (94200.660000 sec): 3 clusters
  Score: Raw -174168.071836 + Penalty 3505.390645 = -170662.681191
  nChanged 26
		SP:Iteration 8Q (94200.800000 sec): 3 clusters
  Score: Raw -174218.330107 + Penalty 3505.390645 = -170712.939462
  nChanged 25
		SP:Iteration 9Q (94200.920000 sec): 3 clusters
  Score: Raw -174270.510561 + Penalty 3505.390645 = -170765.119916
  nChanged 22
		SP:Iteration 10Q (94201.010000 sec): 3 clusters
  Score: Raw -174310.259424 + Penalty 3505.390645 = -170804.868779
  nChanged 23
		SP:Iteration 11Q (94201.140000 sec): 3 clusters
  Score: Raw -174348.997463 + Penalty 3505.390645 = -170843.606818
  nChanged 11
		SP:Iteration 12Q (94201.280000 sec): 3 clusters
  Score: Raw -174361.195337 + Penalty 3505.390645 = -170855.804692
  nChanged 8
		SP:Iteration 13Q (94201.390000 sec): 3 clusters
  Score: Raw -174370.594132 + Penalty 3505.390645 = -170865.203487
  nChanged 3
		SP:Iteration 14Q (94201.580000 sec): 3 clusters
  Score: Raw -174374.235645 + Penalty 3505.390645 = -170868.845000
  nChanged 4
		SP:Iteration 15Q (94201.730000 sec): 3 clusters
  Score: Raw -174381.709295 + Penalty 3505.390645 = -170876.318650
  nChanged 1
		SP:Iteration 16Q (94201.900000 sec): 3 clusters
  Score: Raw -174382.581021 + Penalty 3505.390645 = -170877.190376
  nChanged 1
		SP:Iteration 17Q (94202.080000 sec): 3 clusters
  Score: Raw -174383.914570 + Penalty 3505.390645 = -170878.523925
  nChanged 1
		SP:Iteration 18Q (94202.260000 sec): 3 clusters
  Score: Raw -174384.315991 + Penalty 3505.390645 = -170878.925346
  nChanged 1
		SP:Iteration 19Q (94202.450000 sec): 3 clusters
  Score: Raw -174384.562586 + Penalty 3505.390645 = -170879.171941
  nChanged 0
		SP:Iteration 20F (94202.630000 sec): 3 clusters
  Score: Raw -174384.562586 + Penalty 3505.390645 = -170879.171941
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (290250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94204.080000 sec): 2 clusters
  Score: Raw -46321212.557800 + Penalty 3119.467479 = -46318093.090321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94206.050000 sec): 3 clusters
  Score: Raw -46128878.880509 + Penalty 6238.934958 = -46122639.945551
  nChanged 140712
		SP:Iteration 1F (94208.090000 sec): 3 clusters
  Score: Raw -46211891.039999 + Penalty 6238.934958 = -46205652.105041
  nChanged 6887
		SP:Iteration 2Q (94210.270000 sec): 3 clusters
  Score: Raw -46213027.098801 + Penalty 6238.934958 = -46206788.163843
  nChanged 6981
		SP:Iteration 3Q (94212.560000 sec): 3 clusters
  Score: Raw -46214303.101091 + Penalty 6238.934958 = -46208064.166133
  nChanged 7465
		SP:Iteration 4Q (94214.810000 sec): 3 clusters
  Score: Raw -46215807.544145 + Penalty 6238.934958 = -46209568.609187
  nChanged 7989
		SP:Iteration 5Q (94217.080000 sec): 3 clusters
  Score: Raw -46217653.345745 + Penalty 6238.934958 = -46211414.410786
  nChanged 8995
		SP:Iteration 6Q (94219.350000 sec): 3 clusters
  Score: Raw -46220125.980942 + Penalty 6238.934958 = -46213887.045983
  nChanged 10355
		SP:Iteration 7Q (94221.580000 sec): 3 clusters
  Score: Raw -46223454.382165 + Penalty 6238.934958 = -46217215.447207
  nChanged 11850
		SP:Iteration 8Q (94223.760000 sec): 3 clusters
  Score: Raw -46227926.890407 + Penalty 6238.934958 = -46221687.955449
  nChanged 13399
		SP:Iteration 9Q (94226.000000 sec): 3 clusters
  Score: Raw -46233783.129354 + Penalty 6238.934958 = -46227544.194396
  nChanged 14849
		SP:Iteration 10F (94228.650000 sec): 3 clusters
  Score: Raw -46241564.627779 + Penalty 6238.934958 = -46235325.692821
  nChanged 15790
		SP:Iteration 11F (94231.340000 sec): 3 clusters
  Score: Raw -46251099.510272 + Penalty 6238.934958 = -46244860.575314
  nChanged 15885
		SP:Iteration 12F (94233.970000 sec): 3 clusters
  Score: Raw -46261293.269290 + Penalty 6238.934958 = -46255054.334332
  nChanged 14251
		SP:Iteration 13Q (94236.780000 sec): 3 clusters
  Score: Raw -46269101.460352 + Penalty 6238.934958 = -46262862.525394
  nChanged 10704
		SP:Iteration 14Q (94238.810000 sec): 3 clusters
  Score: Raw -46273046.467015 + Penalty 6238.934958 = -46266807.532057
  nChanged 6721
		SP:Iteration 15Q (94241.130000 sec): 3 clusters
  Score: Raw -46274708.226438 + Penalty 6238.934958 = -46268469.291480
  nChanged 4400
		SP:Iteration 16Q (94243.520000 sec): 3 clusters
  Score: Raw -46275684.222201 + Penalty 6238.934958 = -46269445.287243
  nChanged 4041
		SP:Iteration 17Q (94245.660000 sec): 3 clusters
  Score: Raw -46276627.400139 + Penalty 6238.934958 = -46270388.465180
  nChanged 4178
		SP:Iteration 18Q (94248.030000 sec): 3 clusters
  Score: Raw -46277630.197049 + Penalty 6238.934958 = -46271391.262091
  nChanged 4449
		SP:Iteration 19Q (94250.390000 sec): 3 clusters
  Score: Raw -46278775.031855 + Penalty 6238.934958 = -46272536.096896
  nChanged 4763
		SP:Iteration 20F (94252.570000 sec): 3 clusters
  Score: Raw -46280110.745518 + Penalty 6238.934958 = -46273871.810560
  nChanged 5129
		SP:Iteration 21Q (94254.660000 sec): 3 clusters
  Score: Raw -46281673.960849 + Penalty 6238.934958 = -46275435.025890
  nChanged 5404
		SP:Iteration 22Q (94256.820000 sec): 3 clusters
  Score: Raw -46283489.271796 + Penalty 6238.934958 = -46277250.336837
  nChanged 5761
		SP:Iteration 23Q (94259.200000 sec): 3 clusters
  Score: Raw -46285646.474107 + Penalty 6238.934958 = -46279407.539149
  nChanged 6022
		SP:Iteration 24Q (94261.520000 sec): 3 clusters
  Score: Raw -46288106.878267 + Penalty 6238.934958 = -46281867.943309
  nChanged 6186
		SP:Iteration 25Q (94263.550000 sec): 3 clusters
  Score: Raw -46290881.082643 + Penalty 6238.934958 = -46284642.147685
  nChanged 6339
		SP:Iteration 26Q (94265.740000 sec): 3 clusters
  Score: Raw -46294029.943932 + Penalty 6238.934958 = -46287791.008974
  nChanged 6359
		SP:Iteration 27Q (94267.820000 sec): 3 clusters
  Score: Raw -46297474.875912 + Penalty 6238.934958 = -46291235.940953
  nChanged 6216
		SP:Iteration 28Q (94269.970000 sec): 3 clusters
  Score: Raw -46301129.959311 + Penalty 6238.934958 = -46294891.024353
  nChanged 5812
		SP:Iteration 29Q (94272.180000 sec): 3 clusters
  Score: Raw -46304783.507663 + Penalty 6238.934958 = -46298544.572705
  nChanged 5242
		SP:Iteration 30Q (94274.280000 sec): 3 clusters
  Score: Raw -46308338.657371 + Penalty 6238.934958 = -46302099.722413
  nChanged 4414
		SP:Iteration 31Q (94276.230000 sec): 3 clusters
  Score: Raw -46311485.114309 + Penalty 6238.934958 = -46305246.179351
  nChanged 3695
		SP:Iteration 32Q (94278.260000 sec): 3 clusters
  Score: Raw -46314130.879446 + Penalty 6238.934958 = -46307891.944488
  nChanged 2908
		SP:Iteration 33Q (94280.180000 sec): 3 clusters
  Score: Raw -46316098.447406 + Penalty 6238.934958 = -46309859.512448
  nChanged 2230
		SP:Iteration 34Q (94282.320000 sec): 3 clusters
  Score: Raw -46317431.184881 + Penalty 6238.934958 = -46311192.249923
  nChanged 1768
		SP:Iteration 35Q (94284.560000 sec): 3 clusters
  Score: Raw -46318359.601053 + Penalty 6238.934958 = -46312120.666095
  nChanged 1392
		SP:Iteration 36Q (94286.620000 sec): 3 clusters
  Score: Raw -46319030.287344 + Penalty 6238.934958 = -46312791.352386
  nChanged 1135
		SP:Iteration 37Q (94288.730000 sec): 3 clusters
  Score: Raw -46319558.812750 + Penalty 6238.934958 = -46313319.877792
  nChanged 900
		SP:Iteration 38Q (94290.760000 sec): 3 clusters
  Score: Raw -46319953.649835 + Penalty 6238.934958 = -46313714.714877
  nChanged 755
		SP:Iteration 39Q (94293.120000 sec): 3 clusters
  Score: Raw -46320261.117578 + Penalty 6238.934958 = -46314022.182620
  nChanged 600
		SP:Iteration 40F (94295.240000 sec): 3 clusters
  Score: Raw -46320491.323428 + Penalty 6238.934958 = -46314252.388470
  nChanged 548
		SP:Iteration 41Q (94297.280000 sec): 3 clusters
  Score: Raw -46320699.981040 + Penalty 6238.934958 = -46314461.046082
  nChanged 458
		SP:Iteration 42Q (94299.350000 sec): 3 clusters
  Score: Raw -46320873.817594 + Penalty 6238.934958 = -46314634.882636
  nChanged 374
		SP:Iteration 43Q (94301.660000 sec): 3 clusters
  Score: Raw -46321006.418150 + Penalty 6238.934958 = -46314767.483192
  nChanged 304
		SP:Iteration 44Q (94303.780000 sec): 3 clusters
  Score: Raw -46321111.241103 + Penalty 6238.934958 = -46314872.306145
  nChanged 278
		SP:Iteration 45Q (94305.900000 sec): 3 clusters
  Score: Raw -46321198.524547 + Penalty 6238.934958 = -46314959.589588
  nChanged 221
		SP:Iteration 46Q (94308.010000 sec): 3 clusters
  Score: Raw -46321266.951831 + Penalty 6238.934958 = -46315028.016872
  nChanged 186
		SP:Iteration 47Q (94310.270000 sec): 3 clusters
  Score: Raw -46321324.224333 + Penalty 6238.934958 = -46315085.289375
  nChanged 169
		SP:Iteration 48Q (94312.570000 sec): 3 clusters
  Score: Raw -46321371.757518 + Penalty 6238.934958 = -46315132.822560
  nChanged 139
		SP:Iteration 49Q (94315.140000 sec): 3 clusters
  Score: Raw -46321412.081913 + Penalty 6238.934958 = -46315173.146955
  nChanged 126
		SP:Iteration 50Q (94317.780000 sec): 3 clusters
  Score: Raw -46321446.454317 + Penalty 6238.934958 = -46315207.519359
  nChanged 96
		SP:Iteration 51Q (94320.370000 sec): 3 clusters
  Score: Raw -46321472.111996 + Penalty 6238.934958 = -46315233.177038
  nChanged 81
		SP:Iteration 52Q (94323.000000 sec): 3 clusters
  Score: Raw -46321492.273250 + Penalty 6238.934958 = -46315253.338292
  nChanged 82
		SP:Iteration 53Q (94325.630000 sec): 3 clusters
  Score: Raw -46321514.567129 + Penalty 6238.934958 = -46315275.632171
  nChanged 79
		SP:Iteration 54Q (94327.580000 sec): 3 clusters
  Score: Raw -46321536.787829 + Penalty 6238.934958 = -46315297.852871
  nChanged 67
		SP:Iteration 55Q (94329.440000 sec): 3 clusters
  Score: Raw -46321553.727528 + Penalty 6238.934958 = -46315314.792569
  nChanged 46
		SP:Iteration 56Q (94331.470000 sec): 3 clusters
  Score: Raw -46321567.085313 + Penalty 6238.934958 = -46315328.150355
  nChanged 40
		SP:Iteration 57Q (94333.610000 sec): 3 clusters
  Score: Raw -46321578.554977 + Penalty 6238.934958 = -46315339.620019
  nChanged 42
		SP:Iteration 58Q (94335.680000 sec): 3 clusters
  Score: Raw -46321589.580601 + Penalty 6238.934958 = -46315350.645642
  nChanged 35
		SP:Iteration 59Q (94337.810000 sec): 3 clusters
  Score: Raw -46321597.919055 + Penalty 6238.934958 = -46315358.984096
  nChanged 37
		SP:Iteration 60F (94340.040000 sec): 3 clusters
  Score: Raw -46321608.317516 + Penalty 6238.934958 = -46315369.382557
  nChanged 29
		SP:Iteration 61Q (94342.270000 sec): 3 clusters
  Score: Raw -46321616.056047 + Penalty 6238.934958 = -46315377.121089
  nChanged 29
		SP:Iteration 62Q (94344.390000 sec): 3 clusters
  Score: Raw -46321622.444650 + Penalty 6238.934958 = -46315383.509692
  nChanged 22
		SP:Iteration 63Q (94346.470000 sec): 3 clusters
  Score: Raw -46321626.570191 + Penalty 6238.934958 = -46315387.635233
  nChanged 25
		SP:Iteration 64Q (94348.420000 sec): 3 clusters
  Score: Raw -46321631.033077 + Penalty 6238.934958 = -46315392.098118
  nChanged 17
		SP:Iteration 65Q (94350.450000 sec): 3 clusters
  Score: Raw -46321635.252109 + Penalty 6238.934958 = -46315396.317151
  nChanged 16
		SP:Iteration 66Q (94352.530000 sec): 3 clusters
  Score: Raw -46321638.717410 + Penalty 6238.934958 = -46315399.782452
  nChanged 19
		SP:Iteration 67Q (94354.820000 sec): 3 clusters
  Score: Raw -46321642.605723 + Penalty 6238.934958 = -46315403.670765
  nChanged 19
		SP:Iteration 68Q (94356.880000 sec): 3 clusters
  Score: Raw -46321647.292788 + Penalty 6238.934958 = -46315408.357830
  nChanged 20
		SP:Iteration 69Q (94358.980000 sec): 3 clusters
  Score: Raw -46321651.961484 + Penalty 6238.934958 = -46315413.026526
  nChanged 22
		SP:Iteration 70Q (94360.990000 sec): 3 clusters
  Score: Raw -46321656.579066 + Penalty 6238.934958 = -46315417.644107
  nChanged 17
		SP:Iteration 71Q (94362.990000 sec): 3 clusters
  Score: Raw -46321660.873292 + Penalty 6238.934958 = -46315421.938334
  nChanged 19
		SP:Iteration 72Q (94365.180000 sec): 3 clusters
  Score: Raw -46321665.062351 + Penalty 6238.934958 = -46315426.127393
  nChanged 19
		SP:Iteration 73Q (94367.530000 sec): 3 clusters
  Score: Raw -46321669.361373 + Penalty 6238.934958 = -46315430.426415
  nChanged 15
		SP:Iteration 74Q (94369.620000 sec): 3 clusters
  Score: Raw -46321672.842938 + Penalty 6238.934958 = -46315433.907979
  nChanged 11
		SP:Iteration 75Q (94371.780000 sec): 3 clusters
  Score: Raw -46321675.489589 + Penalty 6238.934958 = -46315436.554631
  nChanged 13
		SP:Iteration 76Q (94374.030000 sec): 3 clusters
  Score: Raw -46321679.066474 + Penalty 6238.934958 = -46315440.131516
  nChanged 15
		SP:Iteration 77Q (94376.320000 sec): 3 clusters
  Score: Raw -46321683.137726 + Penalty 6238.934958 = -46315444.202768
  nChanged 13
		SP:Iteration 78Q (94378.440000 sec): 3 clusters
  Score: Raw -46321686.411972 + Penalty 6238.934958 = -46315447.477014
  nChanged 21
		SP:Iteration 79Q (94380.510000 sec): 3 clusters
  Score: Raw -46321691.622255 + Penalty 6238.934958 = -46315452.687297
  nChanged 12
		SP:Iteration 80F (94382.700000 sec): 3 clusters
  Score: Raw -46321695.854743 + Penalty 6238.934958 = -46315456.919785
  nChanged 22
		SP:Iteration 81Q (94384.930000 sec): 3 clusters
  Score: Raw -46321702.090225 + Penalty 6238.934958 = -46315463.155267
  nChanged 20
		SP:Iteration 82Q (94387.150000 sec): 3 clusters
  Score: Raw -46321707.060112 + Penalty 6238.934958 = -46315468.125153
  nChanged 11
		SP:Iteration 83Q (94389.270000 sec): 3 clusters
  Score: Raw -46321709.537498 + Penalty 6238.934958 = -46315470.602539
  nChanged 16
		SP:Iteration 84Q (94391.400000 sec): 3 clusters
  Score: Raw -46321713.658947 + Penalty 6238.934958 = -46315474.723988
  nChanged 12
		SP:Iteration 85Q (94393.300000 sec): 3 clusters
  Score: Raw -46321717.406078 + Penalty 6238.934958 = -46315478.471120
  nChanged 6
		SP:Iteration 86Q (94395.510000 sec): 3 clusters
  Score: Raw -46321718.842806 + Penalty 6238.934958 = -46315479.907848
  nChanged 6
		SP:Iteration 87Q (94397.740000 sec): 3 clusters
  Score: Raw -46321720.128112 + Penalty 6238.934958 = -46315481.193153
  nChanged 3
		SP:Iteration 88Q (94399.800000 sec): 3 clusters
  Score: Raw -46321720.761334 + Penalty 6238.934958 = -46315481.826376
  nChanged 2
		SP:Iteration 89Q (94401.700000 sec): 3 clusters
  Score: Raw -46321721.011766 + Penalty 6238.934958 = -46315482.076807
  nChanged 1
		SP:Iteration 90Q (94404.350000 sec): 3 clusters
  Score: Raw -46321721.129154 + Penalty 6238.934958 = -46315482.194196
  nChanged 1
		SP:Iteration 91Q (94407.110000 sec): 3 clusters
  Score: Raw -46321721.215245 + Penalty 6238.934958 = -46315482.280287
  nChanged 1
		SP:Iteration 92Q (94409.780000 sec): 3 clusters
  Score: Raw -46321721.374242 + Penalty 6238.934958 = -46315482.439284
  nChanged 1
		SP:Iteration 93Q (94412.420000 sec): 3 clusters
  Score: Raw -46321721.623778 + Penalty 6238.934958 = -46315482.688820
  nChanged 2
		SP:Iteration 94Q (94415.110000 sec): 3 clusters
  Score: Raw -46321722.089856 + Penalty 6238.934958 = -46315483.154898
  nChanged 1
		SP:Iteration 95Q (94416.940000 sec): 3 clusters
  Score: Raw -46321722.393899 + Penalty 6238.934958 = -46315483.458941
  nChanged 2
		SP:Iteration 96Q (94419.020000 sec): 3 clusters
  Score: Raw -46321722.814937 + Penalty 6238.934958 = -46315483.879979
  nChanged 1
		SP:Iteration 97Q (94421.170000 sec): 3 clusters
  Score: Raw -46321723.036219 + Penalty 6238.934958 = -46315484.101261
  nChanged 1
		SP:Iteration 98Q (94423.070000 sec): 3 clusters
  Score: Raw -46321723.299056 + Penalty 6238.934958 = -46315484.364097
  nChanged 2
		SP:Iteration 99Q (94424.950000 sec): 3 clusters
  Score: Raw -46321723.563759 + Penalty 6238.934958 = -46315484.628801
  nChanged 0
		SP:Iteration 100F (94427.010000 sec): 3 clusters
  Score: Raw -46321723.563759 + Penalty 6238.934958 = -46315484.628801
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (3627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94427.330000 sec): 2 clusters
  Score: Raw -566315.359339 + Penalty 2032.647963 = -564282.711376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94427.550000 sec): 3 clusters
  Score: Raw -564689.809048 + Penalty 4065.295925 = -560624.513123
  nChanged 1321
		SP:Iteration 1F (94427.760000 sec): 3 clusters
  Score: Raw -565517.407754 + Penalty 4065.295925 = -561452.111829
  nChanged 316
		SP:Iteration 2F (94427.910000 sec): 3 clusters
  Score: Raw -565775.329958 + Penalty 4065.295925 = -561710.034032
  nChanged 220
		SP:Iteration 3F (94428.080000 sec): 3 clusters
  Score: Raw -566001.527594 + Penalty 4065.295925 = -561936.231669
  nChanged 242
		SP:Iteration 4F (94428.260000 sec): 3 clusters
  Score: Raw -566346.288047 + Penalty 4065.295925 = -562280.992122
  nChanged 230
		SP:Iteration 5F (94428.420000 sec): 3 clusters
  Score: Raw -566742.460423 + Penalty 4065.295925 = -562677.164498
  nChanged 240
		SP:Iteration 6F (94428.610000 sec): 3 clusters
  Score: Raw -567118.496052 + Penalty 4065.295925 = -563053.200127
  nChanged 233
		SP:Iteration 7F (94428.830000 sec): 3 clusters
  Score: Raw -567441.690983 + Penalty 4065.295925 = -563376.395058
  nChanged 209
		SP:Iteration 8F (94429.010000 sec): 3 clusters
  Score: Raw -567708.944228 + Penalty 4065.295925 = -563643.648303
  nChanged 174
		SP:Iteration 9Q (94429.200000 sec): 3 clusters
  Score: Raw -567942.085371 + Penalty 4065.295925 = -563876.789446
  nChanged 121
		SP:Iteration 10Q (94429.390000 sec): 3 clusters
  Score: Raw -568086.553479 + Penalty 4065.295925 = -564021.257554
  nChanged 63
		SP:Iteration 11Q (94429.560000 sec): 3 clusters
  Score: Raw -568155.520957 + Penalty 4065.295925 = -564090.225032
  nChanged 35
		SP:Iteration 12Q (94429.710000 sec): 3 clusters
  Score: Raw -568186.293389 + Penalty 4065.295925 = -564120.997464
  nChanged 19
		SP:Iteration 13Q (94429.910000 sec): 3 clusters
  Score: Raw -568201.254166 + Penalty 4065.295925 = -564135.958241
  nChanged 11
		SP:Iteration 14Q (94430.070000 sec): 3 clusters
  Score: Raw -568208.336243 + Penalty 4065.295925 = -564143.040318
  nChanged 11
		SP:Iteration 15Q (94430.250000 sec): 3 clusters
  Score: Raw -568213.334774 + Penalty 4065.295925 = -564148.038849
  nChanged 6
		SP:Iteration 16Q (94430.440000 sec): 3 clusters
  Score: Raw -568216.932510 + Penalty 4065.295925 = -564151.636585
  nChanged 7
		SP:Iteration 17Q (94430.570000 sec): 3 clusters
  Score: Raw -568219.821574 + Penalty 4065.295925 = -564154.525648
  nChanged 0
		SP:Iteration 18F (94430.750000 sec): 3 clusters
  Score: Raw -568219.821574 + Penalty 4065.295925 = -564154.525648
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (37899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94431.050000 sec): 2 clusters
  Score: Raw -6020130.364997 + Penalty 2614.584641 = -6017515.780356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94431.520000 sec): 3 clusters
  Score: Raw -5996798.352810 + Penalty 5229.169283 = -5991569.183528
  nChanged 17546
		SP:Iteration 1F (94432.010000 sec): 3 clusters
  Score: Raw -6006815.475874 + Penalty 5229.169283 = -6001586.306591
  nChanged 1800
		SP:Iteration 2Q (94432.450000 sec): 3 clusters
  Score: Raw -6007440.296351 + Penalty 5229.169283 = -6002211.127068
  nChanged 1734
		SP:Iteration 3Q (94432.920000 sec): 3 clusters
  Score: Raw -6008110.934600 + Penalty 5229.169283 = -6002881.765317
  nChanged 1724
		SP:Iteration 4Q (94433.360000 sec): 3 clusters
  Score: Raw -6008876.346527 + Penalty 5229.169283 = -6003647.177244
  nChanged 1864
		SP:Iteration 5Q (94433.820000 sec): 3 clusters
  Score: Raw -6009797.891803 + Penalty 5229.169283 = -6004568.722520
  nChanged 1990
		SP:Iteration 6F (94434.270000 sec): 3 clusters
  Score: Raw -6010883.987798 + Penalty 5229.169283 = -6005654.818515
  nChanged 2190
		SP:Iteration 7F (94434.740000 sec): 3 clusters
  Score: Raw -6012307.880422 + Penalty 5229.169283 = -6007078.711139
  nChanged 2277
		SP:Iteration 8F (94435.220000 sec): 3 clusters
  Score: Raw -6014054.950666 + Penalty 5229.169283 = -6008825.781384
  nChanged 2163
		SP:Iteration 9F (94435.600000 sec): 3 clusters
  Score: Raw -6015948.740330 + Penalty 5229.169283 = -6010719.571047
  nChanged 1844
		SP:Iteration 10Q (94436.080000 sec): 3 clusters
  Score: Raw -6017591.585064 + Penalty 5229.169283 = -6012362.415781
  nChanged 1378
		SP:Iteration 11Q (94436.540000 sec): 3 clusters
  Score: Raw -6018667.250392 + Penalty 5229.169283 = -6013438.081110
  nChanged 968
		SP:Iteration 12Q (94436.950000 sec): 3 clusters
  Score: Raw -6019248.454355 + Penalty 5229.169283 = -6014019.285072
  nChanged 702
		SP:Iteration 13Q (94437.450000 sec): 3 clusters
  Score: Raw -6019564.233466 + Penalty 5229.169283 = -6014335.064183
  nChanged 419
		SP:Iteration 14Q (94437.830000 sec): 3 clusters
  Score: Raw -6019704.829028 + Penalty 5229.169283 = -6014475.659745
  nChanged 296
		SP:Iteration 15Q (94438.260000 sec): 3 clusters
  Score: Raw -6019782.460049 + Penalty 5229.169283 = -6014553.290766
  nChanged 208
		SP:Iteration 16Q (94438.780000 sec): 3 clusters
  Score: Raw -6019832.523137 + Penalty 5229.169283 = -6014603.353854
  nChanged 175
		SP:Iteration 17Q (94439.220000 sec): 3 clusters
  Score: Raw -6019867.282524 + Penalty 5229.169283 = -6014638.113241
  nChanged 137
		SP:Iteration 18Q (94439.620000 sec): 3 clusters
  Score: Raw -6019892.987380 + Penalty 5229.169283 = -6014663.818098
  nChanged 134
		SP:Iteration 19Q (94440.010000 sec): 3 clusters
  Score: Raw -6019919.740640 + Penalty 5229.169283 = -6014690.571357
  nChanged 130
		SP:Iteration 20F (94440.470000 sec): 3 clusters
  Score: Raw -6019942.565992 + Penalty 5229.169283 = -6014713.396709
  nChanged 102
		SP:Iteration 21Q (94440.920000 sec): 3 clusters
  Score: Raw -6019962.200460 + Penalty 5229.169283 = -6014733.031177
  nChanged 95
		SP:Iteration 22Q (94441.330000 sec): 3 clusters
  Score: Raw -6019980.941816 + Penalty 5229.169283 = -6014751.772533
  nChanged 99
		SP:Iteration 23Q (94441.800000 sec): 3 clusters
  Score: Raw -6019999.295037 + Penalty 5229.169283 = -6014770.125754
  nChanged 81
		SP:Iteration 24Q (94442.260000 sec): 3 clusters
  Score: Raw -6020016.098249 + Penalty 5229.169283 = -6014786.928967
  nChanged 76
		SP:Iteration 25Q (94442.720000 sec): 3 clusters
  Score: Raw -6020029.933196 + Penalty 5229.169283 = -6014800.763913
  nChanged 71
		SP:Iteration 26Q (94443.140000 sec): 3 clusters
  Score: Raw -6020044.408100 + Penalty 5229.169283 = -6014815.238817
  nChanged 69
		SP:Iteration 27Q (94443.570000 sec): 3 clusters
  Score: Raw -6020057.169494 + Penalty 5229.169283 = -6014828.000211
  nChanged 62
		SP:Iteration 28Q (94444.020000 sec): 3 clusters
  Score: Raw -6020068.469070 + Penalty 5229.169283 = -6014839.299787
  nChanged 67
		SP:Iteration 29Q (94444.450000 sec): 3 clusters
  Score: Raw -6020080.436576 + Penalty 5229.169283 = -6014851.267294
  nChanged 72
		SP:Iteration 30Q (94444.960000 sec): 3 clusters
  Score: Raw -6020091.186938 + Penalty 5229.169283 = -6014862.017655
  nChanged 72
		SP:Iteration 31Q (94445.340000 sec): 3 clusters
  Score: Raw -6020102.371151 + Penalty 5229.169283 = -6014873.201869
  nChanged 73
		SP:Iteration 32Q (94445.770000 sec): 3 clusters
  Score: Raw -6020115.815976 + Penalty 5229.169283 = -6014886.646693
  nChanged 72
		SP:Iteration 33Q (94446.230000 sec): 3 clusters
  Score: Raw -6020128.718495 + Penalty 5229.169283 = -6014899.549212
  nChanged 76
		SP:Iteration 34Q (94446.690000 sec): 3 clusters
  Score: Raw -6020141.927758 + Penalty 5229.169283 = -6014912.758476
  nChanged 91
		SP:Iteration 35Q (94447.080000 sec): 3 clusters
  Score: Raw -6020157.141081 + Penalty 5229.169283 = -6014927.971798
  nChanged 89
		SP:Iteration 36Q (94447.490000 sec): 3 clusters
  Score: Raw -6020171.772111 + Penalty 5229.169283 = -6014942.602828
  nChanged 68
		SP:Iteration 37Q (94447.890000 sec): 3 clusters
  Score: Raw -6020182.961137 + Penalty 5229.169283 = -6014953.791854
  nChanged 71
		SP:Iteration 38Q (94448.410000 sec): 3 clusters
  Score: Raw -6020193.503774 + Penalty 5229.169283 = -6014964.334492
  nChanged 61
		SP:Iteration 39Q (94448.820000 sec): 3 clusters
  Score: Raw -6020202.003842 + Penalty 5229.169283 = -6014972.834559
  nChanged 59
		SP:Iteration 40F (94449.250000 sec): 3 clusters
  Score: Raw -6020210.415625 + Penalty 5229.169283 = -6014981.246342
  nChanged 59
		SP:Iteration 41Q (94449.620000 sec): 3 clusters
  Score: Raw -6020218.100889 + Penalty 5229.169283 = -6014988.931607
  nChanged 46
		SP:Iteration 42Q (94450.050000 sec): 3 clusters
  Score: Raw -6020225.059801 + Penalty 5229.169283 = -6014995.890518
  nChanged 60
		SP:Iteration 43Q (94450.490000 sec): 3 clusters
  Score: Raw -6020235.553721 + Penalty 5229.169283 = -6015006.384438
  nChanged 55
		SP:Iteration 44Q (94450.910000 sec): 3 clusters
  Score: Raw -6020246.206444 + Penalty 5229.169283 = -6015017.037162
  nChanged 69
		SP:Iteration 45Q (94451.370000 sec): 3 clusters
  Score: Raw -6020259.122733 + Penalty 5229.169283 = -6015029.953451
  nChanged 66
		SP:Iteration 46Q (94451.750000 sec): 3 clusters
  Score: Raw -6020271.421021 + Penalty 5229.169283 = -6015042.251739
  nChanged 70
		SP:Iteration 47Q (94452.140000 sec): 3 clusters
  Score: Raw -6020284.160081 + Penalty 5229.169283 = -6015054.990798
  nChanged 73
		SP:Iteration 48Q (94452.560000 sec): 3 clusters
  Score: Raw -6020297.741603 + Penalty 5229.169283 = -6015068.572321
  nChanged 76
		SP:Iteration 49Q (94452.970000 sec): 3 clusters
  Score: Raw -6020312.644874 + Penalty 5229.169283 = -6015083.475592
  nChanged 89
		SP:Iteration 50Q (94453.390000 sec): 3 clusters
  Score: Raw -6020331.515315 + Penalty 5229.169283 = -6015102.346033
  nChanged 86
		SP:Iteration 51Q (94453.760000 sec): 3 clusters
  Score: Raw -6020352.168257 + Penalty 5229.169283 = -6015122.998975
  nChanged 88
		SP:Iteration 52Q (94454.170000 sec): 3 clusters
  Score: Raw -6020370.749931 + Penalty 5229.169283 = -6015141.580649
  nChanged 80
		SP:Iteration 53Q (94454.560000 sec): 3 clusters
  Score: Raw -6020385.546390 + Penalty 5229.169283 = -6015156.377108
  nChanged 78
		SP:Iteration 54Q (94454.970000 sec): 3 clusters
  Score: Raw -6020400.857561 + Penalty 5229.169283 = -6015171.688278
  nChanged 72
		SP:Iteration 55Q (94455.420000 sec): 3 clusters
  Score: Raw -6020414.246655 + Penalty 5229.169283 = -6015185.077372
  nChanged 68
		SP:Iteration 56Q (94455.820000 sec): 3 clusters
  Score: Raw -6020429.505305 + Penalty 5229.169283 = -6015200.336022
  nChanged 68
		SP:Iteration 57Q (94456.230000 sec): 3 clusters
  Score: Raw -6020443.471867 + Penalty 5229.169283 = -6015214.302584
  nChanged 67
		SP:Iteration 58Q (94456.640000 sec): 3 clusters
  Score: Raw -6020456.670738 + Penalty 5229.169283 = -6015227.501455
  nChanged 59
		SP:Iteration 59Q (94457.030000 sec): 3 clusters
  Score: Raw -6020468.156320 + Penalty 5229.169283 = -6015238.987037
  nChanged 52
		SP:Iteration 60F (94457.450000 sec): 3 clusters
  Score: Raw -6020479.121323 + Penalty 5229.169283 = -6015249.952040
  nChanged 50
		SP:Iteration 61Q (94457.890000 sec): 3 clusters
  Score: Raw -6020493.046015 + Penalty 5229.169283 = -6015263.876732
  nChanged 67
		SP:Iteration 62Q (94458.350000 sec): 3 clusters
  Score: Raw -6020509.627426 + Penalty 5229.169283 = -6015280.458143
  nChanged 63
		SP:Iteration 63Q (94458.780000 sec): 3 clusters
  Score: Raw -6020523.562770 + Penalty 5229.169283 = -6015294.393487
  nChanged 70
		SP:Iteration 64Q (94459.200000 sec): 3 clusters
  Score: Raw -6020537.937877 + Penalty 5229.169283 = -6015308.768594
  nChanged 57
		SP:Iteration 65Q (94459.580000 sec): 3 clusters
  Score: Raw -6020549.569877 + Penalty 5229.169283 = -6015320.400595
  nChanged 54
		SP:Iteration 66Q (94459.990000 sec): 3 clusters
  Score: Raw -6020561.976499 + Penalty 5229.169283 = -6015332.807217
  nChanged 71
		SP:Iteration 67Q (94460.480000 sec): 3 clusters
  Score: Raw -6020577.528698 + Penalty 5229.169283 = -6015348.359415
  nChanged 63
		SP:Iteration 68Q (94460.890000 sec): 3 clusters
  Score: Raw -6020592.327971 + Penalty 5229.169283 = -6015363.158688
  nChanged 73
		SP:Iteration 69Q (94461.360000 sec): 3 clusters
  Score: Raw -6020609.398240 + Penalty 5229.169283 = -6015380.228957
  nChanged 67
		SP:Iteration 70Q (94461.860000 sec): 3 clusters
  Score: Raw -6020626.711326 + Penalty 5229.169283 = -6015397.542043
  nChanged 70
		SP:Iteration 71Q (94462.330000 sec): 3 clusters
  Score: Raw -6020644.841867 + Penalty 5229.169283 = -6015415.672584
  nChanged 63
		SP:Iteration 72Q (94462.760000 sec): 3 clusters
  Score: Raw -6020660.715227 + Penalty 5229.169283 = -6015431.545945
  nChanged 58
		SP:Iteration 73Q (94463.200000 sec): 3 clusters
  Score: Raw -6020676.201708 + Penalty 5229.169283 = -6015447.032425
  nChanged 58
		SP:Iteration 74Q (94463.640000 sec): 3 clusters
  Score: Raw -6020690.475341 + Penalty 5229.169283 = -6015461.306059
  nChanged 50
		SP:Iteration 75Q (94464.060000 sec): 3 clusters
  Score: Raw -6020703.120474 + Penalty 5229.169283 = -6015473.951191
  nChanged 50
		SP:Iteration 76Q (94464.490000 sec): 3 clusters
  Score: Raw -6020715.052146 + Penalty 5229.169283 = -6015485.882863
  nChanged 51
		SP:Iteration 77Q (94464.920000 sec): 3 clusters
  Score: Raw -6020725.175698 + Penalty 5229.169283 = -6015496.006416
  nChanged 39
		SP:Iteration 78Q (94465.350000 sec): 3 clusters
  Score: Raw -6020734.849655 + Penalty 5229.169283 = -6015505.680372
  nChanged 40
		SP:Iteration 79Q (94465.800000 sec): 3 clusters
  Score: Raw -6020743.224837 + Penalty 5229.169283 = -6015514.055554
  nChanged 38
		SP:Iteration 80F (94466.290000 sec): 3 clusters
  Score: Raw -6020750.848505 + Penalty 5229.169283 = -6015521.679223
  nChanged 47
		SP:Iteration 81Q (94466.730000 sec): 3 clusters
  Score: Raw -6020762.197303 + Penalty 5229.169283 = -6015533.028020
  nChanged 45
		SP:Iteration 82Q (94467.160000 sec): 3 clusters
  Score: Raw -6020773.012654 + Penalty 5229.169283 = -6015543.843371
  nChanged 46
		SP:Iteration 83Q (94467.610000 sec): 3 clusters
  Score: Raw -6020785.297658 + Penalty 5229.169283 = -6015556.128375
  nChanged 41
		SP:Iteration 84Q (94468.020000 sec): 3 clusters
  Score: Raw -6020795.896575 + Penalty 5229.169283 = -6015566.727293
  nChanged 44
		SP:Iteration 85Q (94468.450000 sec): 3 clusters
  Score: Raw -6020805.853069 + Penalty 5229.169283 = -6015576.683786
  nChanged 41
		SP:Iteration 86Q (94468.880000 sec): 3 clusters
  Score: Raw -6020816.774648 + Penalty 5229.169283 = -6015587.605365
  nChanged 35
		SP:Iteration 87Q (94469.290000 sec): 3 clusters
  Score: Raw -6020826.253717 + Penalty 5229.169283 = -6015597.084435
  nChanged 32
		SP:Iteration 88Q (94469.750000 sec): 3 clusters
  Score: Raw -6020833.531337 + Penalty 5229.169283 = -6015604.362055
  nChanged 22
		SP:Iteration 89Q (94470.160000 sec): 3 clusters
  Score: Raw -6020838.401018 + Penalty 5229.169283 = -6015609.231736
  nChanged 25
		SP:Iteration 90Q (94470.630000 sec): 3 clusters
  Score: Raw -6020844.359114 + Penalty 5229.169283 = -6015615.189831
  nChanged 34
		SP:Iteration 91Q (94471.050000 sec): 3 clusters
  Score: Raw -6020853.284870 + Penalty 5229.169283 = -6015624.115587
  nChanged 35
		SP:Iteration 92Q (94471.470000 sec): 3 clusters
  Score: Raw -6020861.504572 + Penalty 5229.169283 = -6015632.335289
  nChanged 26
		SP:Iteration 93Q (94471.900000 sec): 3 clusters
  Score: Raw -6020869.064164 + Penalty 5229.169283 = -6015639.894881
  nChanged 28
		SP:Iteration 94Q (94472.370000 sec): 3 clusters
  Score: Raw -6020876.423095 + Penalty 5229.169283 = -6015647.253812
  nChanged 22
		SP:Iteration 95Q (94472.850000 sec): 3 clusters
  Score: Raw -6020880.679396 + Penalty 5229.169283 = -6015651.510113
  nChanged 19
		SP:Iteration 96Q (94473.310000 sec): 3 clusters
  Score: Raw -6020884.374818 + Penalty 5229.169283 = -6015655.205536
  nChanged 12
		SP:Iteration 97Q (94473.730000 sec): 3 clusters
  Score: Raw -6020887.278962 + Penalty 5229.169283 = -6015658.109680
  nChanged 16
		SP:Iteration 98Q (94474.140000 sec): 3 clusters
  Score: Raw -6020890.364294 + Penalty 5229.169283 = -6015661.195011
  nChanged 8
		SP:Iteration 99Q (94474.630000 sec): 3 clusters
  Score: Raw -6020891.775234 + Penalty 5229.169283 = -6015662.605951
  nChanged 9
		SP:Iteration 100F (94475.070000 sec): 3 clusters
  Score: Raw -6020893.402583 + Penalty 5229.169283 = -6015664.233300
  nChanged 5
		SP:Iteration 101Q (94475.480000 sec): 3 clusters
  Score: Raw -6020894.655378 + Penalty 5229.169283 = -6015665.486095
  nChanged 8
		SP:Iteration 102Q (94475.940000 sec): 3 clusters
  Score: Raw -6020896.187570 + Penalty 5229.169283 = -6015667.018287
  nChanged 6
		SP:Iteration 103Q (94476.370000 sec): 3 clusters
  Score: Raw -6020897.225395 + Penalty 5229.169283 = -6015668.056113
  nChanged 9
		SP:Iteration 104Q (94476.850000 sec): 3 clusters
  Score: Raw -6020898.895506 + Penalty 5229.169283 = -6015669.726224
  nChanged 9
		SP:Iteration 105Q (94477.240000 sec): 3 clusters
  Score: Raw -6020901.266458 + Penalty 5229.169283 = -6015672.097175
  nChanged 12
		SP:Iteration 106Q (94477.660000 sec): 3 clusters
  Score: Raw -6020903.420313 + Penalty 5229.169283 = -6015674.251030
  nChanged 7
		SP:Iteration 107Q (94478.020000 sec): 3 clusters
  Score: Raw -6020905.094994 + Penalty 5229.169283 = -6015675.925711
  nChanged 10
		SP:Iteration 108Q (94478.450000 sec): 3 clusters
  Score: Raw -6020907.461120 + Penalty 5229.169283 = -6015678.291837
  nChanged 11
		SP:Iteration 109Q (94478.910000 sec): 3 clusters
  Score: Raw -6020909.710742 + Penalty 5229.169283 = -6015680.541459
  nChanged 10
		SP:Iteration 110Q (94479.370000 sec): 3 clusters
  Score: Raw -6020912.202823 + Penalty 5229.169283 = -6015683.033540
  nChanged 13
		SP:Iteration 111Q (94479.750000 sec): 3 clusters
  Score: Raw -6020914.965123 + Penalty 5229.169283 = -6015685.795841
  nChanged 8
		SP:Iteration 112Q (94480.230000 sec): 3 clusters
  Score: Raw -6020916.171205 + Penalty 5229.169283 = -6015687.001922
  nChanged 10
		SP:Iteration 113Q (94480.660000 sec): 3 clusters
  Score: Raw -6020917.743529 + Penalty 5229.169283 = -6015688.574246
  nChanged 7
		SP:Iteration 114Q (94481.180000 sec): 3 clusters
  Score: Raw -6020918.891835 + Penalty 5229.169283 = -6015689.722552
  nChanged 7
		SP:Iteration 115Q (94481.640000 sec): 3 clusters
  Score: Raw -6020920.159012 + Penalty 5229.169283 = -6015690.989729
  nChanged 8
		SP:Iteration 116Q (94482.020000 sec): 3 clusters
  Score: Raw -6020921.781890 + Penalty 5229.169283 = -6015692.612607
  nChanged 6
		SP:Iteration 117Q (94482.440000 sec): 3 clusters
  Score: Raw -6020923.177014 + Penalty 5229.169283 = -6015694.007731
  nChanged 8
		SP:Iteration 118Q (94482.840000 sec): 3 clusters
  Score: Raw -6020925.301673 + Penalty 5229.169283 = -6015696.132390
  nChanged 8
		SP:Iteration 119Q (94483.310000 sec): 3 clusters
  Score: Raw -6020927.372575 + Penalty 5229.169283 = -6015698.203292
  nChanged 6
		SP:Iteration 120F (94483.730000 sec): 3 clusters
  Score: Raw -6020928.458433 + Penalty 5229.169283 = -6015699.289151
  nChanged 6
		SP:Iteration 121Q (94484.180000 sec): 3 clusters
  Score: Raw -6020929.663804 + Penalty 5229.169283 = -6015700.494522
  nChanged 9
		SP:Iteration 122Q (94484.660000 sec): 3 clusters
  Score: Raw -6020931.179020 + Penalty 5229.169283 = -6015702.009737
  nChanged 6
		SP:Iteration 123Q (94485.130000 sec): 3 clusters
  Score: Raw -6020932.204629 + Penalty 5229.169283 = -6015703.035346
  nChanged 5
		SP:Iteration 124Q (94485.600000 sec): 3 clusters
  Score: Raw -6020933.712961 + Penalty 5229.169283 = -6015704.543679
  nChanged 7
		SP:Iteration 125Q (94486.030000 sec): 3 clusters
  Score: Raw -6020935.462664 + Penalty 5229.169283 = -6015706.293381
  nChanged 10
		SP:Iteration 126Q (94486.420000 sec): 3 clusters
  Score: Raw -6020937.704627 + Penalty 5229.169283 = -6015708.535344
  nChanged 10
		SP:Iteration 127Q (94486.860000 sec): 3 clusters
  Score: Raw -6020940.186180 + Penalty 5229.169283 = -6015711.016897
  nChanged 4
		SP:Iteration 128Q (94487.380000 sec): 3 clusters
  Score: Raw -6020941.178792 + Penalty 5229.169283 = -6015712.009510
  nChanged 5
		SP:Iteration 129Q (94487.880000 sec): 3 clusters
  Score: Raw -6020942.336993 + Penalty 5229.169283 = -6015713.167711
  nChanged 6
		SP:Iteration 130Q (94488.340000 sec): 3 clusters
  Score: Raw -6020943.712989 + Penalty 5229.169283 = -6015714.543706
  nChanged 6
		SP:Iteration 131Q (94488.730000 sec): 3 clusters
  Score: Raw -6020944.638948 + Penalty 5229.169283 = -6015715.469665
  nChanged 1
		SP:Iteration 132Q (94489.190000 sec): 3 clusters
  Score: Raw -6020944.788782 + Penalty 5229.169283 = -6015715.619500
  nChanged 0
		SP:Iteration 133F (94489.640000 sec): 3 clusters
  Score: Raw -6020944.788782 + Penalty 5229.169283 = -6015715.619500
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (21109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94489.900000 sec): 2 clusters
  Score: Raw -3316233.105550 + Penalty 2469.448783 = -3313763.656767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94490.230000 sec): 3 clusters
  Score: Raw -3303943.319263 + Penalty 4938.897565 = -3299004.421697
  nChanged 9252
		SP:Iteration 1F (94490.570000 sec): 3 clusters
  Score: Raw -3308937.200590 + Penalty 4938.897565 = -3303998.303025
  nChanged 1054
		SP:Iteration 2Q (94490.940000 sec): 3 clusters
  Score: Raw -3309299.510541 + Penalty 4938.897565 = -3304360.612976
  nChanged 899
		SP:Iteration 3Q (94491.260000 sec): 3 clusters
  Score: Raw -3309596.201644 + Penalty 4938.897565 = -3304657.304079
  nChanged 750
		SP:Iteration 4Q (94491.640000 sec): 3 clusters
  Score: Raw -3309867.946963 + Penalty 4938.897565 = -3304929.049398
  nChanged 828
		SP:Iteration 5Q (94491.980000 sec): 3 clusters
  Score: Raw -3310197.961038 + Penalty 4938.897565 = -3305259.063473
  nChanged 859
		SP:Iteration 6Q (94492.310000 sec): 3 clusters
  Score: Raw -3310601.168269 + Penalty 4938.897565 = -3305662.270704
  nChanged 948
		SP:Iteration 7Q (94492.690000 sec): 3 clusters
  Score: Raw -3311086.391431 + Penalty 4938.897565 = -3306147.493866
  nChanged 1004
		SP:Iteration 8Q (94493.070000 sec): 3 clusters
  Score: Raw -3311656.416578 + Penalty 4938.897565 = -3306717.519012
  nChanged 1034
		SP:Iteration 9Q (94493.420000 sec): 3 clusters
  Score: Raw -3312364.023197 + Penalty 4938.897565 = -3307425.125631
  nChanged 1053
		SP:Iteration 10Q (94493.740000 sec): 3 clusters
  Score: Raw -3313194.270885 + Penalty 4938.897565 = -3308255.373320
  nChanged 985
		SP:Iteration 11Q (94494.080000 sec): 3 clusters
  Score: Raw -3313991.183227 + Penalty 4938.897565 = -3309052.285661
  nChanged 770
		SP:Iteration 12Q (94494.460000 sec): 3 clusters
  Score: Raw -3314542.932670 + Penalty 4938.897565 = -3309604.035105
  nChanged 575
		SP:Iteration 13Q (94494.780000 sec): 3 clusters
  Score: Raw -3314921.765749 + Penalty 4938.897565 = -3309982.868184
  nChanged 443
		SP:Iteration 14Q (94495.200000 sec): 3 clusters
  Score: Raw -3315197.044769 + Penalty 4938.897565 = -3310258.147204
  nChanged 348
		SP:Iteration 15Q (94495.460000 sec): 3 clusters
  Score: Raw -3315405.199380 + Penalty 4938.897565 = -3310466.301815
  nChanged 292
		SP:Iteration 16Q (94495.760000 sec): 3 clusters
  Score: Raw -3315547.918781 + Penalty 4938.897565 = -3310609.021216
  nChanged 229
		SP:Iteration 17Q (94496.210000 sec): 3 clusters
  Score: Raw -3315647.462552 + Penalty 4938.897565 = -3310708.564986
  nChanged 195
		SP:Iteration 18Q (94496.620000 sec): 3 clusters
  Score: Raw -3315723.945657 + Penalty 4938.897565 = -3310785.048092
  nChanged 164
		SP:Iteration 19Q (94496.940000 sec): 3 clusters
  Score: Raw -3315777.610306 + Penalty 4938.897565 = -3310838.712741
  nChanged 141
		SP:Iteration 20F (94497.290000 sec): 3 clusters
  Score: Raw -3315818.633662 + Penalty 4938.897565 = -3310879.736096
  nChanged 97
		SP:Iteration 21Q (94497.580000 sec): 3 clusters
  Score: Raw -3315840.701206 + Penalty 4938.897565 = -3310901.803641
  nChanged 82
		SP:Iteration 22Q (94497.930000 sec): 3 clusters
  Score: Raw -3315858.825881 + Penalty 4938.897565 = -3310919.928315
  nChanged 71
		SP:Iteration 23Q (94498.210000 sec): 3 clusters
  Score: Raw -3315873.462750 + Penalty 4938.897565 = -3310934.565185
  nChanged 64
		SP:Iteration 24Q (94498.540000 sec): 3 clusters
  Score: Raw -3315888.199656 + Penalty 4938.897565 = -3310949.302091
  nChanged 63
		SP:Iteration 25Q (94498.930000 sec): 3 clusters
  Score: Raw -3315901.222995 + Penalty 4938.897565 = -3310962.325430
  nChanged 62
		SP:Iteration 26Q (94499.290000 sec): 3 clusters
  Score: Raw -3315915.444448 + Penalty 4938.897565 = -3310976.546883
  nChanged 52
		SP:Iteration 27Q (94499.640000 sec): 3 clusters
  Score: Raw -3315927.153497 + Penalty 4938.897565 = -3310988.255932
  nChanged 55
		SP:Iteration 28Q (94499.950000 sec): 3 clusters
  Score: Raw -3315938.402437 + Penalty 4938.897565 = -3310999.504872
  nChanged 56
		SP:Iteration 29Q (94500.280000 sec): 3 clusters
  Score: Raw -3315949.725571 + Penalty 4938.897565 = -3311010.828006
  nChanged 43
		SP:Iteration 30Q (94500.570000 sec): 3 clusters
  Score: Raw -3315956.565802 + Penalty 4938.897565 = -3311017.668237
  nChanged 34
		SP:Iteration 31Q (94500.900000 sec): 3 clusters
  Score: Raw -3315961.932404 + Penalty 4938.897565 = -3311023.034839
  nChanged 32
		SP:Iteration 32Q (94501.300000 sec): 3 clusters
  Score: Raw -3315967.831623 + Penalty 4938.897565 = -3311028.934058
  nChanged 33
		SP:Iteration 33Q (94501.670000 sec): 3 clusters
  Score: Raw -3315973.382752 + Penalty 4938.897565 = -3311034.485187
  nChanged 25
		SP:Iteration 34Q (94502.050000 sec): 3 clusters
  Score: Raw -3315978.152546 + Penalty 4938.897565 = -3311039.254981
  nChanged 29
		SP:Iteration 35Q (94502.410000 sec): 3 clusters
  Score: Raw -3315983.725162 + Penalty 4938.897565 = -3311044.827596
  nChanged 23
		SP:Iteration 36Q (94502.660000 sec): 3 clusters
  Score: Raw -3315987.491873 + Penalty 4938.897565 = -3311048.594308
  nChanged 23
		SP:Iteration 37Q (94502.980000 sec): 3 clusters
  Score: Raw -3315990.978250 + Penalty 4938.897565 = -3311052.080685
  nChanged 23
		SP:Iteration 38Q (94503.300000 sec): 3 clusters
  Score: Raw -3315995.068233 + Penalty 4938.897565 = -3311056.170667
  nChanged 17
		SP:Iteration 39Q (94503.680000 sec): 3 clusters
  Score: Raw -3315997.588429 + Penalty 4938.897565 = -3311058.690864
  nChanged 15
		SP:Iteration 40F (94504.050000 sec): 3 clusters
  Score: Raw -3315999.713168 + Penalty 4938.897565 = -3311060.815603
  nChanged 18
		SP:Iteration 41Q (94504.300000 sec): 3 clusters
  Score: Raw -3316002.450317 + Penalty 4938.897565 = -3311063.552752
  nChanged 13
		SP:Iteration 42Q (94504.570000 sec): 3 clusters
  Score: Raw -3316004.814300 + Penalty 4938.897565 = -3311065.916735
  nChanged 12
		SP:Iteration 43Q (94504.840000 sec): 3 clusters
  Score: Raw -3316006.548241 + Penalty 4938.897565 = -3311067.650675
  nChanged 18
		SP:Iteration 44Q (94505.120000 sec): 3 clusters
  Score: Raw -3316009.011187 + Penalty 4938.897565 = -3311070.113621
  nChanged 13
		SP:Iteration 45Q (94505.430000 sec): 3 clusters
  Score: Raw -3316010.505221 + Penalty 4938.897565 = -3311071.607656
  nChanged 12
		SP:Iteration 46Q (94505.810000 sec): 3 clusters
  Score: Raw -3316012.304516 + Penalty 4938.897565 = -3311073.406951
  nChanged 11
		SP:Iteration 47Q (94506.080000 sec): 3 clusters
  Score: Raw -3316014.625074 + Penalty 4938.897565 = -3311075.727509
  nChanged 10
		SP:Iteration 48Q (94506.390000 sec): 3 clusters
  Score: Raw -3316016.086381 + Penalty 4938.897565 = -3311077.188816
  nChanged 11
		SP:Iteration 49Q (94506.650000 sec): 3 clusters
  Score: Raw -3316017.659830 + Penalty 4938.897565 = -3311078.762265
  nChanged 9
		SP:Iteration 50Q (94506.930000 sec): 3 clusters
  Score: Raw -3316019.324222 + Penalty 4938.897565 = -3311080.426657
  nChanged 8
		SP:Iteration 51Q (94507.230000 sec): 3 clusters
  Score: Raw -3316021.407727 + Penalty 4938.897565 = -3311082.510162
  nChanged 18
		SP:Iteration 52Q (94507.550000 sec): 3 clusters
  Score: Raw -3316024.307583 + Penalty 4938.897565 = -3311085.410018
  nChanged 15
		SP:Iteration 53Q (94507.860000 sec): 3 clusters
  Score: Raw -3316027.698275 + Penalty 4938.897565 = -3311088.800709
  nChanged 19
		SP:Iteration 54Q (94508.150000 sec): 3 clusters
  Score: Raw -3316030.354067 + Penalty 4938.897565 = -3311091.456501
  nChanged 9
		SP:Iteration 55Q (94508.490000 sec): 3 clusters
  Score: Raw -3316032.210737 + Penalty 4938.897565 = -3311093.313172
  nChanged 23
		SP:Iteration 56Q (94508.810000 sec): 3 clusters
  Score: Raw -3316037.300307 + Penalty 4938.897565 = -3311098.402742
  nChanged 29
		SP:Iteration 57Q (94509.130000 sec): 3 clusters
  Score: Raw -3316043.540839 + Penalty 4938.897565 = -3311104.643273
  nChanged 31
		SP:Iteration 58Q (94509.460000 sec): 3 clusters
  Score: Raw -3316051.687627 + Penalty 4938.897565 = -3311112.790062
  nChanged 33
		SP:Iteration 59Q (94509.790000 sec): 3 clusters
  Score: Raw -3316059.473760 + Penalty 4938.897565 = -3311120.576195
  nChanged 34
		SP:Iteration 60F (94510.120000 sec): 3 clusters
  Score: Raw -3316067.701866 + Penalty 4938.897565 = -3311128.804301
  nChanged 29
		SP:Iteration 61Q (94510.440000 sec): 3 clusters
  Score: Raw -3316073.596191 + Penalty 4938.897565 = -3311134.698626
  nChanged 29
		SP:Iteration 62Q (94510.830000 sec): 3 clusters
  Score: Raw -3316079.230381 + Penalty 4938.897565 = -3311140.332815
  nChanged 22
		SP:Iteration 63Q (94511.180000 sec): 3 clusters
  Score: Raw -3316082.642821 + Penalty 4938.897565 = -3311143.745256
  nChanged 23
		SP:Iteration 64Q (94511.560000 sec): 3 clusters
  Score: Raw -3316087.366221 + Penalty 4938.897565 = -3311148.468656
  nChanged 19
		SP:Iteration 65Q (94511.890000 sec): 3 clusters
  Score: Raw -3316090.344899 + Penalty 4938.897565 = -3311151.447334
  nChanged 18
		SP:Iteration 66Q (94512.220000 sec): 3 clusters
  Score: Raw -3316093.284755 + Penalty 4938.897565 = -3311154.387190
  nChanged 14
		SP:Iteration 67Q (94512.540000 sec): 3 clusters
  Score: Raw -3316094.855416 + Penalty 4938.897565 = -3311155.957851
  nChanged 14
		SP:Iteration 68Q (94512.880000 sec): 3 clusters
  Score: Raw -3316097.161037 + Penalty 4938.897565 = -3311158.263472
  nChanged 10
		SP:Iteration 69Q (94513.200000 sec): 3 clusters
  Score: Raw -3316098.608580 + Penalty 4938.897565 = -3311159.711015
  nChanged 8
		SP:Iteration 70Q (94513.530000 sec): 3 clusters
  Score: Raw -3316100.222372 + Penalty 4938.897565 = -3311161.324807
  nChanged 10
		SP:Iteration 71Q (94513.860000 sec): 3 clusters
  Score: Raw -3316101.486708 + Penalty 4938.897565 = -3311162.589143
  nChanged 3
		SP:Iteration 72Q (94514.180000 sec): 3 clusters
  Score: Raw -3316101.963960 + Penalty 4938.897565 = -3311163.066395
  nChanged 4
		SP:Iteration 73Q (94514.510000 sec): 3 clusters
  Score: Raw -3316102.380402 + Penalty 4938.897565 = -3311163.482836
  nChanged 0
		SP:Iteration 74F (94514.840000 sec): 3 clusters
  Score: Raw -3316102.380402 + Penalty 4938.897565 = -3311163.482836
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (14559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94515.040000 sec): 2 clusters
  Score: Raw -2179214.250199 + Penalty 2377.319230 = -2176836.930968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94515.340000 sec): 3 clusters
  Score: Raw -2170971.211254 + Penalty 4754.638460 = -2166216.572794
  nChanged 6353
		SP:Iteration 1F (94515.650000 sec): 3 clusters
  Score: Raw -2174660.942038 + Penalty 4754.638460 = -2169906.303577
  nChanged 1048
		SP:Iteration 2F (94515.960000 sec): 3 clusters
  Score: Raw -2175287.868766 + Penalty 4754.638460 = -2170533.230306
  nChanged 931
		SP:Iteration 3F (94516.230000 sec): 3 clusters
  Score: Raw -2175876.118232 + Penalty 4754.638460 = -2171121.479772
  nChanged 875
		SP:Iteration 4F (94516.500000 sec): 3 clusters
  Score: Raw -2176472.315979 + Penalty 4754.638460 = -2171717.677518
  nChanged 815
		SP:Iteration 5F (94516.770000 sec): 3 clusters
  Score: Raw -2177052.499252 + Penalty 4754.638460 = -2172297.860792
  nChanged 739
		SP:Iteration 6F (94517.040000 sec): 3 clusters
  Score: Raw -2177582.496045 + Penalty 4754.638460 = -2172827.857585
  nChanged 635
		SP:Iteration 7Q (94517.310000 sec): 3 clusters
  Score: Raw -2177987.849501 + Penalty 4754.638460 = -2173233.211040
  nChanged 531
		SP:Iteration 8Q (94517.580000 sec): 3 clusters
  Score: Raw -2178311.918784 + Penalty 4754.638460 = -2173557.280324
  nChanged 437
		SP:Iteration 9Q (94517.850000 sec): 3 clusters
  Score: Raw -2178567.948343 + Penalty 4754.638460 = -2173813.309882
  nChanged 370
		SP:Iteration 10Q (94518.120000 sec): 3 clusters
  Score: Raw -2178780.515062 + Penalty 4754.638460 = -2174025.876602
  nChanged 332
		SP:Iteration 11Q (94518.400000 sec): 3 clusters
  Score: Raw -2178973.576034 + Penalty 4754.638460 = -2174218.937573
  nChanged 288
		SP:Iteration 12Q (94518.670000 sec): 3 clusters
  Score: Raw -2179129.390536 + Penalty 4754.638460 = -2174374.752075
  nChanged 257
		SP:Iteration 13Q (94518.940000 sec): 3 clusters
  Score: Raw -2179274.146543 + Penalty 4754.638460 = -2174519.508083
  nChanged 235
		SP:Iteration 14Q (94519.220000 sec): 3 clusters
  Score: Raw -2179407.411934 + Penalty 4754.638460 = -2174652.773473
  nChanged 206
		SP:Iteration 15Q (94519.490000 sec): 3 clusters
  Score: Raw -2179511.611927 + Penalty 4754.638460 = -2174756.973467
  nChanged 157
		SP:Iteration 16Q (94519.760000 sec): 3 clusters
  Score: Raw -2179589.911433 + Penalty 4754.638460 = -2174835.272972
  nChanged 114
		SP:Iteration 17Q (94520.040000 sec): 3 clusters
  Score: Raw -2179644.008998 + Penalty 4754.638460 = -2174889.370537
  nChanged 88
		SP:Iteration 18Q (94520.310000 sec): 3 clusters
  Score: Raw -2179678.699790 + Penalty 4754.638460 = -2174924.061330
  nChanged 58
		SP:Iteration 19Q (94520.580000 sec): 3 clusters
  Score: Raw -2179700.855259 + Penalty 4754.638460 = -2174946.216798
  nChanged 40
		SP:Iteration 20F (94520.860000 sec): 3 clusters
  Score: Raw -2179718.620416 + Penalty 4754.638460 = -2174963.981955
  nChanged 40
		SP:Iteration 21Q (94521.130000 sec): 3 clusters
  Score: Raw -2179741.370700 + Penalty 4754.638460 = -2174986.732240
  nChanged 38
		SP:Iteration 22Q (94521.400000 sec): 3 clusters
  Score: Raw -2179760.046167 + Penalty 4754.638460 = -2175005.407707
  nChanged 31
		SP:Iteration 23Q (94521.680000 sec): 3 clusters
  Score: Raw -2179774.650733 + Penalty 4754.638460 = -2175020.012272
  nChanged 29
		SP:Iteration 24Q (94521.950000 sec): 3 clusters
  Score: Raw -2179788.791217 + Penalty 4754.638460 = -2175034.152756
  nChanged 29
		SP:Iteration 25Q (94522.220000 sec): 3 clusters
  Score: Raw -2179805.900741 + Penalty 4754.638460 = -2175051.262281
  nChanged 31
		SP:Iteration 26Q (94522.500000 sec): 3 clusters
  Score: Raw -2179823.355898 + Penalty 4754.638460 = -2175068.717438
  nChanged 33
		SP:Iteration 27Q (94522.770000 sec): 3 clusters
  Score: Raw -2179840.610837 + Penalty 4754.638460 = -2175085.972377
  nChanged 31
		SP:Iteration 28Q (94523.040000 sec): 3 clusters
  Score: Raw -2179855.371359 + Penalty 4754.638460 = -2175100.732898
  nChanged 26
		SP:Iteration 29Q (94523.320000 sec): 3 clusters
  Score: Raw -2179866.793625 + Penalty 4754.638460 = -2175112.155165
  nChanged 18
		SP:Iteration 30Q (94523.590000 sec): 3 clusters
  Score: Raw -2179873.102320 + Penalty 4754.638460 = -2175118.463860
  nChanged 16
		SP:Iteration 31Q (94523.860000 sec): 3 clusters
  Score: Raw -2179878.778070 + Penalty 4754.638460 = -2175124.139609
  nChanged 12
		SP:Iteration 32Q (94524.140000 sec): 3 clusters
  Score: Raw -2179884.062277 + Penalty 4754.638460 = -2175129.423817
  nChanged 7
		SP:Iteration 33Q (94524.410000 sec): 3 clusters
  Score: Raw -2179886.072952 + Penalty 4754.638460 = -2175131.434491
  nChanged 6
		SP:Iteration 34Q (94524.680000 sec): 3 clusters
  Score: Raw -2179888.091942 + Penalty 4754.638460 = -2175133.453481
  nChanged 5
		SP:Iteration 35Q (94524.960000 sec): 3 clusters
  Score: Raw -2179889.523000 + Penalty 4754.638460 = -2175134.884539
  nChanged 5
		SP:Iteration 36Q (94525.230000 sec): 3 clusters
  Score: Raw -2179891.013875 + Penalty 4754.638460 = -2175136.375414
  nChanged 9
		SP:Iteration 37Q (94525.500000 sec): 3 clusters
  Score: Raw -2179893.977685 + Penalty 4754.638460 = -2175139.339225
  nChanged 5
		SP:Iteration 38Q (94525.780000 sec): 3 clusters
  Score: Raw -2179895.718877 + Penalty 4754.638460 = -2175141.080417
  nChanged 3
		SP:Iteration 39Q (94526.050000 sec): 3 clusters
  Score: Raw -2179896.891655 + Penalty 4754.638460 = -2175142.253195
  nChanged 2
		SP:Iteration 40F (94526.320000 sec): 3 clusters
  Score: Raw -2179897.375311 + Penalty 4754.638460 = -2175142.736850
  nChanged 1
		SP:Iteration 41Q (94526.600000 sec): 3 clusters
  Score: Raw -2179898.074962 + Penalty 4754.638460 = -2175143.436502
  nChanged 2
		SP:Iteration 42Q (94526.880000 sec): 3 clusters
  Score: Raw -2179899.028739 + Penalty 4754.638460 = -2175144.390278
  nChanged 3
		SP:Iteration 43Q (94527.150000 sec): 3 clusters
  Score: Raw -2179901.377933 + Penalty 4754.638460 = -2175146.739472
  nChanged 5
		SP:Iteration 44Q (94527.420000 sec): 3 clusters
  Score: Raw -2179902.597620 + Penalty 4754.638460 = -2175147.959160
  nChanged 0
		SP:Iteration 45F (94527.700000 sec): 3 clusters
  Score: Raw -2179902.597620 + Penalty 4754.638460 = -2175147.959160
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (10295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94527.880000 sec): 2 clusters
  Score: Raw -1587486.661237 + Penalty 2291.374578 = -1585195.286659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94528.130000 sec): 3 clusters
  Score: Raw -1581946.919973 + Penalty 4582.749155 = -1577364.170818
  nChanged 4283
		SP:Iteration 1F (94528.350000 sec): 3 clusters
  Score: Raw -1584309.735424 + Penalty 4582.749155 = -1579726.986269
  nChanged 688
		SP:Iteration 2F (94528.580000 sec): 3 clusters
  Score: Raw -1584657.515059 + Penalty 4582.749155 = -1580074.765903
  nChanged 552
		SP:Iteration 3F (94528.720000 sec): 3 clusters
  Score: Raw -1584897.323743 + Penalty 4582.749155 = -1580314.574588
  nChanged 441
		SP:Iteration 4Q (94528.960000 sec): 3 clusters
  Score: Raw -1585104.553585 + Penalty 4582.749155 = -1580521.804430
  nChanged 393
		SP:Iteration 5Q (94529.200000 sec): 3 clusters
  Score: Raw -1585284.158929 + Penalty 4582.749155 = -1580701.409774
  nChanged 351
		SP:Iteration 6Q (94529.510000 sec): 3 clusters
  Score: Raw -1585447.348001 + Penalty 4582.749155 = -1580864.598846
  nChanged 349
		SP:Iteration 7Q (94529.750000 sec): 3 clusters
  Score: Raw -1585622.206352 + Penalty 4582.749155 = -1581039.457197
  nChanged 365
		SP:Iteration 8Q (94529.970000 sec): 3 clusters
  Score: Raw -1585807.181656 + Penalty 4582.749155 = -1581224.432501
  nChanged 382
		SP:Iteration 9Q (94530.210000 sec): 3 clusters
  Score: Raw -1586016.237981 + Penalty 4582.749155 = -1581433.488826
  nChanged 356
		SP:Iteration 10Q (94530.430000 sec): 3 clusters
  Score: Raw -1586190.044961 + Penalty 4582.749155 = -1581607.295806
  nChanged 309
		SP:Iteration 11Q (94530.770000 sec): 3 clusters
  Score: Raw -1586318.323989 + Penalty 4582.749155 = -1581735.574834
  nChanged 255
		SP:Iteration 12Q (94531.040000 sec): 3 clusters
  Score: Raw -1586416.060471 + Penalty 4582.749155 = -1581833.311316
  nChanged 237
		SP:Iteration 13Q (94531.300000 sec): 3 clusters
  Score: Raw -1586516.718334 + Penalty 4582.749155 = -1581933.969179
  nChanged 240
		SP:Iteration 14Q (94531.510000 sec): 3 clusters
  Score: Raw -1586620.650707 + Penalty 4582.749155 = -1582037.901552
  nChanged 211
		SP:Iteration 15Q (94531.830000 sec): 3 clusters
  Score: Raw -1586711.822041 + Penalty 4582.749155 = -1582129.072886
  nChanged 197
		SP:Iteration 16Q (94532.070000 sec): 3 clusters
  Score: Raw -1586790.180679 + Penalty 4582.749155 = -1582207.431524
  nChanged 174
		SP:Iteration 17Q (94532.290000 sec): 3 clusters
  Score: Raw -1586859.758323 + Penalty 4582.749155 = -1582277.009168
  nChanged 154
		SP:Iteration 18Q (94532.440000 sec): 3 clusters
  Score: Raw -1586917.961027 + Penalty 4582.749155 = -1582335.211871
  nChanged 149
		SP:Iteration 19Q (94532.670000 sec): 3 clusters
  Score: Raw -1586978.537732 + Penalty 4582.749155 = -1582395.788577
  nChanged 129
		SP:Iteration 20F (94532.930000 sec): 3 clusters
  Score: Raw -1587031.821609 + Penalty 4582.749155 = -1582449.072454
  nChanged 123
		SP:Iteration 21Q (94533.170000 sec): 3 clusters
  Score: Raw -1587077.638058 + Penalty 4582.749155 = -1582494.888903
  nChanged 112
		SP:Iteration 22Q (94533.370000 sec): 3 clusters
  Score: Raw -1587114.780579 + Penalty 4582.749155 = -1582532.031423
  nChanged 94
		SP:Iteration 23Q (94533.550000 sec): 3 clusters
  Score: Raw -1587146.879590 + Penalty 4582.749155 = -1582564.130434
  nChanged 97
		SP:Iteration 24Q (94533.770000 sec): 3 clusters
  Score: Raw -1587184.158190 + Penalty 4582.749155 = -1582601.409035
  nChanged 93
		SP:Iteration 25Q (94534.040000 sec): 3 clusters
  Score: Raw -1587220.272269 + Penalty 4582.749155 = -1582637.523113
  nChanged 94
		SP:Iteration 26Q (94534.310000 sec): 3 clusters
  Score: Raw -1587257.712236 + Penalty 4582.749155 = -1582674.963081
  nChanged 96
		SP:Iteration 27Q (94534.560000 sec): 3 clusters
  Score: Raw -1587299.511082 + Penalty 4582.749155 = -1582716.761927
  nChanged 99
		SP:Iteration 28Q (94534.700000 sec): 3 clusters
  Score: Raw -1587337.812349 + Penalty 4582.749155 = -1582755.063194
  nChanged 101
		SP:Iteration 29Q (94534.970000 sec): 3 clusters
  Score: Raw -1587374.908917 + Penalty 4582.749155 = -1582792.159761
  nChanged 84
		SP:Iteration 30Q (94535.210000 sec): 3 clusters
  Score: Raw -1587404.003366 + Penalty 4582.749155 = -1582821.254210
  nChanged 82
		SP:Iteration 31Q (94535.380000 sec): 3 clusters
  Score: Raw -1587435.036712 + Penalty 4582.749155 = -1582852.287557
  nChanged 70
		SP:Iteration 32Q (94535.650000 sec): 3 clusters
  Score: Raw -1587458.475344 + Penalty 4582.749155 = -1582875.726189
  nChanged 73
		SP:Iteration 33Q (94535.910000 sec): 3 clusters
  Score: Raw -1587486.388847 + Penalty 4582.749155 = -1582903.639692
  nChanged 72
		SP:Iteration 34Q (94536.120000 sec): 3 clusters
  Score: Raw -1587518.858524 + Penalty 4582.749155 = -1582936.109368
  nChanged 75
		SP:Iteration 35Q (94536.320000 sec): 3 clusters
  Score: Raw -1587554.047616 + Penalty 4582.749155 = -1582971.298461
  nChanged 69
		SP:Iteration 36Q (94536.560000 sec): 3 clusters
  Score: Raw -1587580.411885 + Penalty 4582.749155 = -1582997.662730
  nChanged 62
		SP:Iteration 37Q (94536.740000 sec): 3 clusters
  Score: Raw -1587603.375032 + Penalty 4582.749155 = -1583020.625877
  nChanged 57
		SP:Iteration 38Q (94536.990000 sec): 3 clusters
  Score: Raw -1587621.037192 + Penalty 4582.749155 = -1583038.288036
  nChanged 45
		SP:Iteration 39Q (94537.220000 sec): 3 clusters
  Score: Raw -1587638.709766 + Penalty 4582.749155 = -1583055.960611
  nChanged 40
		SP:Iteration 40F (94537.430000 sec): 3 clusters
  Score: Raw -1587656.594087 + Penalty 4582.749155 = -1583073.844932
  nChanged 61
		SP:Iteration 41Q (94537.680000 sec): 3 clusters
  Score: Raw -1587680.563716 + Penalty 4582.749155 = -1583097.814561
  nChanged 49
		SP:Iteration 42Q (94537.900000 sec): 3 clusters
  Score: Raw -1587701.031575 + Penalty 4582.749155 = -1583118.282420
  nChanged 52
		SP:Iteration 43Q (94538.050000 sec): 3 clusters
  Score: Raw -1587720.456314 + Penalty 4582.749155 = -1583137.707158
  nChanged 40
		SP:Iteration 44Q (94538.210000 sec): 3 clusters
  Score: Raw -1587736.180106 + Penalty 4582.749155 = -1583153.430951
  nChanged 44
		SP:Iteration 45Q (94538.440000 sec): 3 clusters
  Score: Raw -1587752.439883 + Penalty 4582.749155 = -1583169.690728
  nChanged 35
		SP:Iteration 46Q (94538.580000 sec): 3 clusters
  Score: Raw -1587767.137865 + Penalty 4582.749155 = -1583184.388710
  nChanged 35
		SP:Iteration 47Q (94538.750000 sec): 3 clusters
  Score: Raw -1587779.737970 + Penalty 4582.749155 = -1583196.988815
  nChanged 33
		SP:Iteration 48Q (94538.890000 sec): 3 clusters
  Score: Raw -1587791.578187 + Penalty 4582.749155 = -1583208.829031
  nChanged 26
		SP:Iteration 49Q (94539.030000 sec): 3 clusters
  Score: Raw -1587802.649716 + Penalty 4582.749155 = -1583219.900561
  nChanged 24
		SP:Iteration 50Q (94539.190000 sec): 3 clusters
  Score: Raw -1587811.923009 + Penalty 4582.749155 = -1583229.173854
  nChanged 19
		SP:Iteration 51Q (94539.340000 sec): 3 clusters
  Score: Raw -1587817.148076 + Penalty 4582.749155 = -1583234.398921
  nChanged 19
		SP:Iteration 52Q (94539.490000 sec): 3 clusters
  Score: Raw -1587822.260964 + Penalty 4582.749155 = -1583239.511809
  nChanged 19
		SP:Iteration 53Q (94539.640000 sec): 3 clusters
  Score: Raw -1587829.332400 + Penalty 4582.749155 = -1583246.583244
  nChanged 19
		SP:Iteration 54Q (94539.770000 sec): 3 clusters
  Score: Raw -1587834.486827 + Penalty 4582.749155 = -1583251.737671
  nChanged 14
		SP:Iteration 55Q (94539.910000 sec): 3 clusters
  Score: Raw -1587838.946962 + Penalty 4582.749155 = -1583256.197807
  nChanged 8
		SP:Iteration 56Q (94540.120000 sec): 3 clusters
  Score: Raw -1587841.761488 + Penalty 4582.749155 = -1583259.012333
  nChanged 9
		SP:Iteration 57Q (94540.260000 sec): 3 clusters
  Score: Raw -1587845.120913 + Penalty 4582.749155 = -1583262.371757
  nChanged 10
		SP:Iteration 58Q (94540.450000 sec): 3 clusters
  Score: Raw -1587848.079412 + Penalty 4582.749155 = -1583265.330257
  nChanged 11
		SP:Iteration 59Q (94540.640000 sec): 3 clusters
  Score: Raw -1587851.790494 + Penalty 4582.749155 = -1583269.041338
  nChanged 6
		SP:Iteration 60F (94540.800000 sec): 3 clusters
  Score: Raw -1587853.330888 + Penalty 4582.749155 = -1583270.581733
  nChanged 5
		SP:Iteration 61Q (94540.970000 sec): 3 clusters
  Score: Raw -1587855.788441 + Penalty 4582.749155 = -1583273.039286
  nChanged 6
		SP:Iteration 62Q (94541.150000 sec): 3 clusters
  Score: Raw -1587857.517373 + Penalty 4582.749155 = -1583274.768218
  nChanged 5
		SP:Iteration 63Q (94541.310000 sec): 3 clusters
  Score: Raw -1587858.885402 + Penalty 4582.749155 = -1583276.136247
  nChanged 2
		SP:Iteration 64Q (94541.570000 sec): 3 clusters
  Score: Raw -1587859.937101 + Penalty 4582.749155 = -1583277.187946
  nChanged 3
		SP:Iteration 65Q (94541.730000 sec): 3 clusters
  Score: Raw -1587861.036074 + Penalty 4582.749155 = -1583278.286919
  nChanged 4
		SP:Iteration 66Q (94541.920000 sec): 3 clusters
  Score: Raw -1587862.294081 + Penalty 4582.749155 = -1583279.544926
  nChanged 5
		SP:Iteration 67Q (94542.170000 sec): 3 clusters
  Score: Raw -1587863.774550 + Penalty 4582.749155 = -1583281.025395
  nChanged 5
		SP:Iteration 68Q (94542.390000 sec): 3 clusters
  Score: Raw -1587865.060186 + Penalty 4582.749155 = -1583282.311031
  nChanged 5
		SP:Iteration 69Q (94542.560000 sec): 3 clusters
  Score: Raw -1587866.260040 + Penalty 4582.749155 = -1583283.510885
  nChanged 3
		SP:Iteration 70Q (94542.770000 sec): 3 clusters
  Score: Raw -1587866.881709 + Penalty 4582.749155 = -1583284.132554
  nChanged 1
		SP:Iteration 71Q (94543.030000 sec): 3 clusters
  Score: Raw -1587867.207942 + Penalty 4582.749155 = -1583284.458787
  nChanged 0
		SP:Iteration 72F (94543.250000 sec): 3 clusters
  Score: Raw -1587867.207942 + Penalty 4582.749155 = -1583284.458787
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (3893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94543.370000 sec): 2 clusters
  Score: Raw -570712.608632 + Penalty 2050.199966 = -568662.408666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94543.660000 sec): 3 clusters
  Score: Raw -568994.918337 + Penalty 4100.399932 = -564894.518405
  nChanged 1429
		SP:Iteration 1F (94543.850000 sec): 3 clusters
  Score: Raw -570087.316481 + Penalty 4100.399932 = -565986.916548
  nChanged 356
		SP:Iteration 2F (94544.060000 sec): 3 clusters
  Score: Raw -570429.766123 + Penalty 4100.399932 = -566329.366191
  nChanged 277
		SP:Iteration 3F (94544.290000 sec): 3 clusters
  Score: Raw -570681.791444 + Penalty 4100.399932 = -566581.391512
  nChanged 184
		SP:Iteration 4Q (94544.410000 sec): 3 clusters
  Score: Raw -570824.557291 + Penalty 4100.399932 = -566724.157359
  nChanged 149
		SP:Iteration 5Q (94544.550000 sec): 3 clusters
  Score: Raw -570916.166986 + Penalty 4100.399932 = -566815.767054
  nChanged 92
		SP:Iteration 6Q (94544.750000 sec): 3 clusters
  Score: Raw -570973.714188 + Penalty 4100.399932 = -566873.314256
  nChanged 63
		SP:Iteration 7Q (94544.930000 sec): 3 clusters
  Score: Raw -571013.337277 + Penalty 4100.399932 = -566912.937345
  nChanged 46
		SP:Iteration 8Q (94545.090000 sec): 3 clusters
  Score: Raw -571039.006118 + Penalty 4100.399932 = -566938.606185
  nChanged 53
		SP:Iteration 9Q (94545.270000 sec): 3 clusters
  Score: Raw -571069.280360 + Penalty 4100.399932 = -566968.880427
  nChanged 46
		SP:Iteration 10Q (94545.410000 sec): 3 clusters
  Score: Raw -571100.413262 + Penalty 4100.399932 = -567000.013330
  nChanged 52
		SP:Iteration 11Q (94545.560000 sec): 3 clusters
  Score: Raw -571132.003760 + Penalty 4100.399932 = -567031.603828
  nChanged 44
		SP:Iteration 12Q (94545.710000 sec): 3 clusters
  Score: Raw -571161.276720 + Penalty 4100.399932 = -567060.876787
  nChanged 49
		SP:Iteration 13Q (94545.850000 sec): 3 clusters
  Score: Raw -571191.319291 + Penalty 4100.399932 = -567090.919359
  nChanged 47
		SP:Iteration 14Q (94546.040000 sec): 3 clusters
  Score: Raw -571220.441009 + Penalty 4100.399932 = -567120.041076
  nChanged 41
		SP:Iteration 15Q (94546.220000 sec): 3 clusters
  Score: Raw -571249.971729 + Penalty 4100.399932 = -567149.571797
  nChanged 40
		SP:Iteration 16Q (94546.350000 sec): 3 clusters
  Score: Raw -571279.601227 + Penalty 4100.399932 = -567179.201294
  nChanged 46
		SP:Iteration 17Q (94546.540000 sec): 3 clusters
  Score: Raw -571308.950175 + Penalty 4100.399932 = -567208.550242
  nChanged 42
		SP:Iteration 18Q (94546.720000 sec): 3 clusters
  Score: Raw -571339.724893 + Penalty 4100.399932 = -567239.324961
  nChanged 46
		SP:Iteration 19Q (94546.910000 sec): 3 clusters
  Score: Raw -571373.632852 + Penalty 4100.399932 = -567273.232920
  nChanged 49
		SP:Iteration 20F (94547.030000 sec): 3 clusters
  Score: Raw -571414.366042 + Penalty 4100.399932 = -567313.966110
  nChanged 70
		SP:Iteration 21Q (94547.220000 sec): 3 clusters
  Score: Raw -571478.601890 + Penalty 4100.399932 = -567378.201958
  nChanged 75
		SP:Iteration 22Q (94547.360000 sec): 3 clusters
  Score: Raw -571534.938219 + Penalty 4100.399932 = -567434.538287
  nChanged 66
		SP:Iteration 23Q (94547.570000 sec): 3 clusters
  Score: Raw -571589.618093 + Penalty 4100.399932 = -567489.218160
  nChanged 55
		SP:Iteration 24Q (94547.710000 sec): 3 clusters
  Score: Raw -571640.178093 + Penalty 4100.399932 = -567539.778161
  nChanged 59
		SP:Iteration 25Q (94547.850000 sec): 3 clusters
  Score: Raw -571686.208275 + Penalty 4100.399932 = -567585.808342
  nChanged 53
		SP:Iteration 26Q (94548.050000 sec): 3 clusters
  Score: Raw -571729.369318 + Penalty 4100.399932 = -567628.969386
  nChanged 43
		SP:Iteration 27Q (94548.150000 sec): 3 clusters
  Score: Raw -571766.154138 + Penalty 4100.399932 = -567665.754206
  nChanged 47
		SP:Iteration 28Q (94548.340000 sec): 3 clusters
  Score: Raw -571805.957123 + Penalty 4100.399932 = -567705.557191
  nChanged 43
		SP:Iteration 29Q (94548.490000 sec): 3 clusters
  Score: Raw -571842.558320 + Penalty 4100.399932 = -567742.158388
  nChanged 43
		SP:Iteration 30Q (94548.690000 sec): 3 clusters
  Score: Raw -571877.104354 + Penalty 4100.399932 = -567776.704422
  nChanged 39
		SP:Iteration 31Q (94548.820000 sec): 3 clusters
  Score: Raw -571899.011738 + Penalty 4100.399932 = -567798.611806
  nChanged 27
		SP:Iteration 32Q (94549.010000 sec): 3 clusters
  Score: Raw -571917.749835 + Penalty 4100.399932 = -567817.349903
  nChanged 18
		SP:Iteration 33Q (94549.140000 sec): 3 clusters
  Score: Raw -571931.820394 + Penalty 4100.399932 = -567831.420461
  nChanged 18
		SP:Iteration 34Q (94549.290000 sec): 3 clusters
  Score: Raw -571944.324761 + Penalty 4100.399932 = -567843.924828
  nChanged 21
		SP:Iteration 35Q (94549.490000 sec): 3 clusters
  Score: Raw -571966.243804 + Penalty 4100.399932 = -567865.843872
  nChanged 34
		SP:Iteration 36Q (94549.620000 sec): 3 clusters
  Score: Raw -571991.356088 + Penalty 4100.399932 = -567890.956156
  nChanged 20
		SP:Iteration 37Q (94549.820000 sec): 3 clusters
  Score: Raw -572006.647273 + Penalty 4100.399932 = -567906.247340
  nChanged 16
		SP:Iteration 38Q (94549.950000 sec): 3 clusters
  Score: Raw -572019.503206 + Penalty 4100.399932 = -567919.103274
  nChanged 19
		SP:Iteration 39Q (94550.130000 sec): 3 clusters
  Score: Raw -572034.275441 + Penalty 4100.399932 = -567933.875509
  nChanged 9
		SP:Iteration 40F (94550.280000 sec): 3 clusters
  Score: Raw -572040.695482 + Penalty 4100.399932 = -567940.295550
  nChanged 10
		SP:Iteration 41Q (94550.420000 sec): 3 clusters
  Score: Raw -572049.488200 + Penalty 4100.399932 = -567949.088268
  nChanged 10
		SP:Iteration 42Q (94550.610000 sec): 3 clusters
  Score: Raw -572055.457426 + Penalty 4100.399932 = -567955.057494
  nChanged 6
		SP:Iteration 43Q (94550.800000 sec): 3 clusters
  Score: Raw -572058.676264 + Penalty 4100.399932 = -567958.276332
  nChanged 3
		SP:Iteration 44Q (94550.930000 sec): 3 clusters
  Score: Raw -572060.938697 + Penalty 4100.399932 = -567960.538765
  nChanged 4
		SP:Iteration 45Q (94551.110000 sec): 3 clusters
  Score: Raw -572062.560062 + Penalty 4100.399932 = -567962.160130
  nChanged 3
		SP:Iteration 46Q (94551.300000 sec): 3 clusters
  Score: Raw -572064.489327 + Penalty 4100.399932 = -567964.089394
  nChanged 3
		SP:Iteration 47Q (94551.440000 sec): 3 clusters
  Score: Raw -572066.000971 + Penalty 4100.399932 = -567965.601038
  nChanged 4
		SP:Iteration 48Q (94551.570000 sec): 3 clusters
  Score: Raw -572067.321425 + Penalty 4100.399932 = -567966.921493
  nChanged 3
		SP:Iteration 49Q (94551.770000 sec): 3 clusters
  Score: Raw -572068.601048 + Penalty 4100.399932 = -567968.201116
  nChanged 3
		SP:Iteration 50Q (94551.950000 sec): 3 clusters
  Score: Raw -572070.711884 + Penalty 4100.399932 = -567970.311951
  nChanged 3
		SP:Iteration 51Q (94552.060000 sec): 3 clusters
  Score: Raw -572071.935149 + Penalty 4100.399932 = -567971.535217
  nChanged 1
		SP:Iteration 52Q (94552.240000 sec): 3 clusters
  Score: Raw -572072.213620 + Penalty 4100.399932 = -567971.813688
  nChanged 1
		SP:Iteration 53Q (94552.370000 sec): 3 clusters
  Score: Raw -572072.316427 + Penalty 4100.399932 = -567971.916494
  nChanged 0
		SP:Iteration 54F (94552.570000 sec): 3 clusters
  Score: Raw -572072.316427 + Penalty 4100.399932 = -567971.916494
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (75930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94553.220000 sec): 2 clusters
  Score: Raw -12320498.181601 + Penalty 2786.916651 = -12317711.264949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94553.910000 sec): 3 clusters
  Score: Raw -12272018.673735 + Penalty 5573.833303 = -12266444.840433
  nChanged 35844
		SP:Iteration 1F (94554.600000 sec): 3 clusters
  Score: Raw -12292468.804923 + Penalty 5573.833303 = -12286894.971621
  nChanged 2644
		SP:Iteration 2Q (94555.390000 sec): 3 clusters
  Score: Raw -12293095.935819 + Penalty 5573.833303 = -12287522.102516
  nChanged 2479
		SP:Iteration 3Q (94556.130000 sec): 3 clusters
  Score: Raw -12293717.736225 + Penalty 5573.833303 = -12288143.902922
  nChanged 2573
		SP:Iteration 4Q (94556.890000 sec): 3 clusters
  Score: Raw -12294414.328230 + Penalty 5573.833303 = -12288840.494928
  nChanged 2706
		SP:Iteration 5Q (94557.680000 sec): 3 clusters
  Score: Raw -12295277.596061 + Penalty 5573.833303 = -12289703.762759
  nChanged 3028
		SP:Iteration 6Q (94558.480000 sec): 3 clusters
  Score: Raw -12296384.183493 + Penalty 5573.833303 = -12290810.350191
  nChanged 3440
		SP:Iteration 7Q (94559.270000 sec): 3 clusters
  Score: Raw -12297868.812491 + Penalty 5573.833303 = -12292294.979189
  nChanged 3791
		SP:Iteration 8Q (94560.030000 sec): 3 clusters
  Score: Raw -12299699.688111 + Penalty 5573.833303 = -12294125.854808
  nChanged 3979
		SP:Iteration 9F (94560.670000 sec): 3 clusters
  Score: Raw -12301968.600803 + Penalty 5573.833303 = -12296394.767501
  nChanged 3990
		SP:Iteration 10F (94561.360000 sec): 3 clusters
  Score: Raw -12304699.163756 + Penalty 5573.833303 = -12299125.330453
  nChanged 3956
		SP:Iteration 11F (94562.050000 sec): 3 clusters
  Score: Raw -12307651.527316 + Penalty 5573.833303 = -12302077.694014
  nChanged 3590
		SP:Iteration 12Q (94562.860000 sec): 3 clusters
  Score: Raw -12310106.381212 + Penalty 5573.833303 = -12304532.547909
  nChanged 2783
		SP:Iteration 13Q (94563.660000 sec): 3 clusters
  Score: Raw -12311536.825164 + Penalty 5573.833303 = -12305962.991861
  nChanged 1919
		SP:Iteration 14Q (94564.380000 sec): 3 clusters
  Score: Raw -12312303.149674 + Penalty 5573.833303 = -12306729.316372
  nChanged 1368
		SP:Iteration 15Q (94565.100000 sec): 3 clusters
  Score: Raw -12312761.711197 + Penalty 5573.833303 = -12307187.877895
  nChanged 1037
		SP:Iteration 16Q (94565.840000 sec): 3 clusters
  Score: Raw -12313086.208975 + Penalty 5573.833303 = -12307512.375673
  nChanged 928
		SP:Iteration 17Q (94566.590000 sec): 3 clusters
  Score: Raw -12313356.376422 + Penalty 5573.833303 = -12307782.543120
  nChanged 853
		SP:Iteration 18Q (94567.320000 sec): 3 clusters
  Score: Raw -12313599.184200 + Penalty 5573.833303 = -12308025.350898
  nChanged 790
		SP:Iteration 19Q (94568.010000 sec): 3 clusters
  Score: Raw -12313833.938597 + Penalty 5573.833303 = -12308260.105295
  nChanged 771
		SP:Iteration 20F (94568.750000 sec): 3 clusters
  Score: Raw -12314067.948581 + Penalty 5573.833303 = -12308494.115278
  nChanged 787
		SP:Iteration 21Q (94569.540000 sec): 3 clusters
  Score: Raw -12314340.037770 + Penalty 5573.833303 = -12308766.204467
  nChanged 772
		SP:Iteration 22Q (94570.250000 sec): 3 clusters
  Score: Raw -12314658.726284 + Penalty 5573.833303 = -12309084.892982
  nChanged 838
		SP:Iteration 23Q (94570.990000 sec): 3 clusters
  Score: Raw -12315030.520599 + Penalty 5573.833303 = -12309456.687296
  nChanged 844
		SP:Iteration 24Q (94571.730000 sec): 3 clusters
  Score: Raw -12315465.710385 + Penalty 5573.833303 = -12309891.877082
  nChanged 895
		SP:Iteration 25Q (94572.420000 sec): 3 clusters
  Score: Raw -12315981.356243 + Penalty 5573.833303 = -12310407.522941
  nChanged 925
		SP:Iteration 26Q (94573.150000 sec): 3 clusters
  Score: Raw -12316486.283541 + Penalty 5573.833303 = -12310912.450239
  nChanged 870
		SP:Iteration 27Q (94573.840000 sec): 3 clusters
  Score: Raw -12316957.141577 + Penalty 5573.833303 = -12311383.308275
  nChanged 826
		SP:Iteration 28Q (94574.520000 sec): 3 clusters
  Score: Raw -12317331.059012 + Penalty 5573.833303 = -12311757.225709
  nChanged 712
		SP:Iteration 29Q (94575.220000 sec): 3 clusters
  Score: Raw -12317611.516849 + Penalty 5573.833303 = -12312037.683546
  nChanged 596
		SP:Iteration 30Q (94575.920000 sec): 3 clusters
  Score: Raw -12317814.456324 + Penalty 5573.833303 = -12312240.623022
  nChanged 511
		SP:Iteration 31Q (94576.620000 sec): 3 clusters
  Score: Raw -12317960.920960 + Penalty 5573.833303 = -12312387.087657
  nChanged 420
		SP:Iteration 32Q (94577.320000 sec): 3 clusters
  Score: Raw -12318066.407309 + Penalty 5573.833303 = -12312492.574006
  nChanged 368
		SP:Iteration 33Q (94578.060000 sec): 3 clusters
  Score: Raw -12318155.046817 + Penalty 5573.833303 = -12312581.213514
  nChanged 334
		SP:Iteration 34Q (94578.710000 sec): 3 clusters
  Score: Raw -12318227.441208 + Penalty 5573.833303 = -12312653.607905
  nChanged 293
		SP:Iteration 35Q (94579.400000 sec): 3 clusters
  Score: Raw -12318293.375195 + Penalty 5573.833303 = -12312719.541892
  nChanged 273
		SP:Iteration 36Q (94580.100000 sec): 3 clusters
  Score: Raw -12318347.614710 + Penalty 5573.833303 = -12312773.781407
  nChanged 249
		SP:Iteration 37Q (94580.840000 sec): 3 clusters
  Score: Raw -12318390.263476 + Penalty 5573.833303 = -12312816.430173
  nChanged 245
		SP:Iteration 38Q (94581.540000 sec): 3 clusters
  Score: Raw -12318435.322982 + Penalty 5573.833303 = -12312861.489680
  nChanged 234
		SP:Iteration 39Q (94582.300000 sec): 3 clusters
  Score: Raw -12318482.111611 + Penalty 5573.833303 = -12312908.278309
  nChanged 225
		SP:Iteration 40F (94583.000000 sec): 3 clusters
  Score: Raw -12318528.382595 + Penalty 5573.833303 = -12312954.549292
  nChanged 208
		SP:Iteration 41Q (94583.680000 sec): 3 clusters
  Score: Raw -12318570.535238 + Penalty 5573.833303 = -12312996.701935
  nChanged 223
		SP:Iteration 42Q (94584.380000 sec): 3 clusters
  Score: Raw -12318615.156523 + Penalty 5573.833303 = -12313041.323220
  nChanged 224
		SP:Iteration 43Q (94585.130000 sec): 3 clusters
  Score: Raw -12318658.737036 + Penalty 5573.833303 = -12313084.903733
  nChanged 217
		SP:Iteration 44Q (94585.780000 sec): 3 clusters
  Score: Raw -12318702.458332 + Penalty 5573.833303 = -12313128.625030
  nChanged 213
		SP:Iteration 45Q (94586.440000 sec): 3 clusters
  Score: Raw -12318743.895402 + Penalty 5573.833303 = -12313170.062099
  nChanged 222
		SP:Iteration 46Q (94587.080000 sec): 3 clusters
  Score: Raw -12318792.674485 + Penalty 5573.833303 = -12313218.841183
  nChanged 257
		SP:Iteration 47Q (94587.820000 sec): 3 clusters
  Score: Raw -12318849.486151 + Penalty 5573.833303 = -12313275.652848
  nChanged 258
		SP:Iteration 48Q (94588.530000 sec): 3 clusters
  Score: Raw -12318900.912978 + Penalty 5573.833303 = -12313327.079676
  nChanged 235
		SP:Iteration 49Q (94589.240000 sec): 3 clusters
  Score: Raw -12318949.305606 + Penalty 5573.833303 = -12313375.472304
  nChanged 253
		SP:Iteration 50Q (94589.980000 sec): 3 clusters
  Score: Raw -12319003.412198 + Penalty 5573.833303 = -12313429.578895
  nChanged 271
		SP:Iteration 51Q (94590.600000 sec): 3 clusters
  Score: Raw -12319067.749856 + Penalty 5573.833303 = -12313493.916554
  nChanged 287
		SP:Iteration 52Q (94591.220000 sec): 3 clusters
  Score: Raw -12319138.924790 + Penalty 5573.833303 = -12313565.091488
  nChanged 277
		SP:Iteration 53Q (94591.920000 sec): 3 clusters
  Score: Raw -12319206.458302 + Penalty 5573.833303 = -12313632.625000
  nChanged 259
		SP:Iteration 54Q (94592.580000 sec): 3 clusters
  Score: Raw -12319268.033973 + Penalty 5573.833303 = -12313694.200671
  nChanged 279
		SP:Iteration 55Q (94593.270000 sec): 3 clusters
  Score: Raw -12319332.387282 + Penalty 5573.833303 = -12313758.553979
  nChanged 270
		SP:Iteration 56Q (94593.940000 sec): 3 clusters
  Score: Raw -12319390.398228 + Penalty 5573.833303 = -12313816.564925
  nChanged 254
		SP:Iteration 57Q (94594.550000 sec): 3 clusters
  Score: Raw -12319443.532601 + Penalty 5573.833303 = -12313869.699298
  nChanged 247
		SP:Iteration 58Q (94595.210000 sec): 3 clusters
  Score: Raw -12319496.464135 + Penalty 5573.833303 = -12313922.630833
  nChanged 247
		SP:Iteration 59Q (94595.890000 sec): 3 clusters
  Score: Raw -12319552.334179 + Penalty 5573.833303 = -12313978.500877
  nChanged 248
		SP:Iteration 60F (94596.620000 sec): 3 clusters
  Score: Raw -12319614.102739 + Penalty 5573.833303 = -12314040.269436
  nChanged 288
		SP:Iteration 61Q (94597.310000 sec): 3 clusters
  Score: Raw -12319692.957698 + Penalty 5573.833303 = -12314119.124395
  nChanged 292
		SP:Iteration 62Q (94598.050000 sec): 3 clusters
  Score: Raw -12319773.166162 + Penalty 5573.833303 = -12314199.332859
  nChanged 272
		SP:Iteration 63Q (94598.690000 sec): 3 clusters
  Score: Raw -12319851.160424 + Penalty 5573.833303 = -12314277.327122
  nChanged 275
		SP:Iteration 64Q (94599.360000 sec): 3 clusters
  Score: Raw -12319934.094463 + Penalty 5573.833303 = -12314360.261160
  nChanged 278
		SP:Iteration 65Q (94600.050000 sec): 3 clusters
  Score: Raw -12320016.769341 + Penalty 5573.833303 = -12314442.936039
  nChanged 271
		SP:Iteration 66Q (94600.810000 sec): 3 clusters
  Score: Raw -12320099.415534 + Penalty 5573.833303 = -12314525.582231
  nChanged 260
		SP:Iteration 67Q (94601.460000 sec): 3 clusters
  Score: Raw -12320183.346839 + Penalty 5573.833303 = -12314609.513537
  nChanged 258
		SP:Iteration 68Q (94602.160000 sec): 3 clusters
  Score: Raw -12320272.698606 + Penalty 5573.833303 = -12314698.865303
  nChanged 259
		SP:Iteration 69Q (94602.780000 sec): 3 clusters
  Score: Raw -12320383.110766 + Penalty 5573.833303 = -12314809.277463
  nChanged 260
		SP:Iteration 70Q (94603.440000 sec): 3 clusters
  Score: Raw -12320502.696396 + Penalty 5573.833303 = -12314928.863094
  nChanged 237
		SP:Iteration 71Q (94604.070000 sec): 3 clusters
  Score: Raw -12320615.190222 + Penalty 5573.833303 = -12315041.356919
  nChanged 221
		SP:Iteration 72Q (94604.780000 sec): 3 clusters
  Score: Raw -12320727.128600 + Penalty 5573.833303 = -12315153.295298
  nChanged 208
		SP:Iteration 73Q (94605.460000 sec): 3 clusters
  Score: Raw -12320827.714161 + Penalty 5573.833303 = -12315253.880859
  nChanged 183
		SP:Iteration 74Q (94606.100000 sec): 3 clusters
  Score: Raw -12320909.443418 + Penalty 5573.833303 = -12315335.610115
  nChanged 160
		SP:Iteration 75Q (94606.770000 sec): 3 clusters
  Score: Raw -12320982.668252 + Penalty 5573.833303 = -12315408.834950
  nChanged 134
		SP:Iteration 76Q (94607.540000 sec): 3 clusters
  Score: Raw -12321047.991669 + Penalty 5573.833303 = -12315474.158367
  nChanged 130
		SP:Iteration 77Q (94608.230000 sec): 3 clusters
  Score: Raw -12321101.884248 + Penalty 5573.833303 = -12315528.050946
  nChanged 115
		SP:Iteration 78Q (94608.870000 sec): 3 clusters
  Score: Raw -12321150.536691 + Penalty 5573.833303 = -12315576.703388
  nChanged 95
		SP:Iteration 79Q (94609.540000 sec): 3 clusters
  Score: Raw -12321184.106834 + Penalty 5573.833303 = -12315610.273531
  nChanged 66
		SP:Iteration 80F (94610.250000 sec): 3 clusters
  Score: Raw -12321203.230963 + Penalty 5573.833303 = -12315629.397661
  nChanged 50
		SP:Iteration 81Q (94610.930000 sec): 3 clusters
  Score: Raw -12321218.093921 + Penalty 5573.833303 = -12315644.260618
  nChanged 44
		SP:Iteration 82Q (94611.580000 sec): 3 clusters
  Score: Raw -12321230.136069 + Penalty 5573.833303 = -12315656.302767
  nChanged 28
		SP:Iteration 83Q (94612.230000 sec): 3 clusters
  Score: Raw -12321239.421711 + Penalty 5573.833303 = -12315665.588408
  nChanged 26
		SP:Iteration 84Q (94612.890000 sec): 3 clusters
  Score: Raw -12321246.692618 + Penalty 5573.833303 = -12315672.859316
  nChanged 27
		SP:Iteration 85Q (94613.630000 sec): 3 clusters
  Score: Raw -12321254.731479 + Penalty 5573.833303 = -12315680.898177
  nChanged 31
		SP:Iteration 86Q (94614.260000 sec): 3 clusters
  Score: Raw -12321264.063743 + Penalty 5573.833303 = -12315690.230441
  nChanged 29
		SP:Iteration 87Q (94614.910000 sec): 3 clusters
  Score: Raw -12321271.695106 + Penalty 5573.833303 = -12315697.861804
  nChanged 25
		SP:Iteration 88Q (94615.650000 sec): 3 clusters
  Score: Raw -12321277.568016 + Penalty 5573.833303 = -12315703.734713
  nChanged 23
		SP:Iteration 89Q (94616.270000 sec): 3 clusters
  Score: Raw -12321283.750102 + Penalty 5573.833303 = -12315709.916799
  nChanged 20
		SP:Iteration 90Q (94616.940000 sec): 3 clusters
  Score: Raw -12321289.980314 + Penalty 5573.833303 = -12315716.147012
  nChanged 16
		SP:Iteration 91Q (94617.600000 sec): 3 clusters
  Score: Raw -12321294.181567 + Penalty 5573.833303 = -12315720.348264
  nChanged 14
		SP:Iteration 92Q (94618.270000 sec): 3 clusters
  Score: Raw -12321297.867894 + Penalty 5573.833303 = -12315724.034591
  nChanged 9
		SP:Iteration 93Q (94618.980000 sec): 3 clusters
  Score: Raw -12321300.182908 + Penalty 5573.833303 = -12315726.349605
  nChanged 9
		SP:Iteration 94Q (94619.730000 sec): 3 clusters
  Score: Raw -12321301.706812 + Penalty 5573.833303 = -12315727.873509
  nChanged 7
		SP:Iteration 95Q (94620.420000 sec): 3 clusters
  Score: Raw -12321303.293586 + Penalty 5573.833303 = -12315729.460284
  nChanged 3
		SP:Iteration 96Q (94621.220000 sec): 3 clusters
  Score: Raw -12321303.841258 + Penalty 5573.833303 = -12315730.007955
  nChanged 2
		SP:Iteration 97Q (94621.930000 sec): 3 clusters
  Score: Raw -12321304.202218 + Penalty 5573.833303 = -12315730.368915
  nChanged 3
		SP:Iteration 98Q (94622.610000 sec): 3 clusters
  Score: Raw -12321304.913153 + Penalty 5573.833303 = -12315731.079851
  nChanged 3
		SP:Iteration 99Q (94623.290000 sec): 3 clusters
  Score: Raw -12321306.253681 + Penalty 5573.833303 = -12315732.420379
  nChanged 6
		SP:Iteration 100F (94624.120000 sec): 3 clusters
  Score: Raw -12321307.605476 + Penalty 5573.833303 = -12315733.772173
  nChanged 7
		SP:Iteration 101Q (94624.860000 sec): 3 clusters
  Score: Raw -12321309.410871 + Penalty 5573.833303 = -12315735.577569
  nChanged 9
		SP:Iteration 102Q (94625.600000 sec): 3 clusters
  Score: Raw -12321311.553081 + Penalty 5573.833303 = -12315737.719779
  nChanged 6
		SP:Iteration 103Q (94626.300000 sec): 3 clusters
  Score: Raw -12321312.938526 + Penalty 5573.833303 = -12315739.105224
  nChanged 3
		SP:Iteration 104Q (94627.040000 sec): 3 clusters
  Score: Raw -12321313.387726 + Penalty 5573.833303 = -12315739.554423
  nChanged 0
		SP:Iteration 105F (94627.830000 sec): 3 clusters
  Score: Raw -12321313.387726 + Penalty 5573.833303 = -12315739.554423
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (4528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94627.920000 sec): 2 clusters
  Score: Raw -700233.111174 + Penalty 2087.672834 = -698145.438340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94628.140000 sec): 3 clusters
  Score: Raw -698093.609386 + Penalty 4175.345667 = -693918.263719
  nChanged 1710
		SP:Iteration 1F (94628.310000 sec): 3 clusters
  Score: Raw -699139.407600 + Penalty 4175.345667 = -694964.061933
  nChanged 388
		SP:Iteration 2F (94628.470000 sec): 3 clusters
  Score: Raw -699412.432430 + Penalty 4175.345667 = -695237.086762
  nChanged 287
		SP:Iteration 3F (94628.630000 sec): 3 clusters
  Score: Raw -699607.331066 + Penalty 4175.345667 = -695431.985398
  nChanged 241
		SP:Iteration 4F (94628.800000 sec): 3 clusters
  Score: Raw -699773.461835 + Penalty 4175.345667 = -695598.116167
  nChanged 206
		SP:Iteration 5Q (94628.970000 sec): 3 clusters
  Score: Raw -699941.866127 + Penalty 4175.345667 = -695766.520460
  nChanged 209
		SP:Iteration 6Q (94629.130000 sec): 3 clusters
  Score: Raw -700098.054620 + Penalty 4175.345667 = -695922.708952
  nChanged 179
		SP:Iteration 7Q (94629.290000 sec): 3 clusters
  Score: Raw -700230.062913 + Penalty 4175.345667 = -696054.717246
  nChanged 166
		SP:Iteration 8Q (94629.460000 sec): 3 clusters
  Score: Raw -700347.687617 + Penalty 4175.345667 = -696172.341949
  nChanged 124
		SP:Iteration 9Q (94629.620000 sec): 3 clusters
  Score: Raw -700426.764335 + Penalty 4175.345667 = -696251.418668
  nChanged 100
		SP:Iteration 10Q (94629.790000 sec): 3 clusters
  Score: Raw -700484.980336 + Penalty 4175.345667 = -696309.634668
  nChanged 78
		SP:Iteration 11Q (94629.950000 sec): 3 clusters
  Score: Raw -700534.730866 + Penalty 4175.345667 = -696359.385198
  nChanged 75
		SP:Iteration 12Q (94630.120000 sec): 3 clusters
  Score: Raw -700582.568333 + Penalty 4175.345667 = -696407.222665
  nChanged 64
		SP:Iteration 13Q (94630.280000 sec): 3 clusters
  Score: Raw -700619.479628 + Penalty 4175.345667 = -696444.133960
  nChanged 61
		SP:Iteration 14Q (94630.450000 sec): 3 clusters
  Score: Raw -700655.018002 + Penalty 4175.345667 = -696479.672334
  nChanged 49
		SP:Iteration 15Q (94630.610000 sec): 3 clusters
  Score: Raw -700683.552005 + Penalty 4175.345667 = -696508.206338
  nChanged 40
		SP:Iteration 16Q (94630.770000 sec): 3 clusters
  Score: Raw -700703.421502 + Penalty 4175.345667 = -696528.075835
  nChanged 39
		SP:Iteration 17Q (94630.940000 sec): 3 clusters
  Score: Raw -700726.022410 + Penalty 4175.345667 = -696550.676743
  nChanged 39
		SP:Iteration 18Q (94631.110000 sec): 3 clusters
  Score: Raw -700751.675545 + Penalty 4175.345667 = -696576.329877
  nChanged 48
		SP:Iteration 19Q (94631.310000 sec): 3 clusters
  Score: Raw -700782.235338 + Penalty 4175.345667 = -696606.889670
  nChanged 49
		SP:Iteration 20F (94631.470000 sec): 3 clusters
  Score: Raw -700814.870370 + Penalty 4175.345667 = -696639.524702
  nChanged 43
		SP:Iteration 21Q (94631.640000 sec): 3 clusters
  Score: Raw -700836.937811 + Penalty 4175.345667 = -696661.592144
  nChanged 37
		SP:Iteration 22Q (94631.850000 sec): 3 clusters
  Score: Raw -700858.349566 + Penalty 4175.345667 = -696683.003899
  nChanged 41
		SP:Iteration 23Q (94632.010000 sec): 3 clusters
  Score: Raw -700883.892846 + Penalty 4175.345667 = -696708.547178
  nChanged 36
		SP:Iteration 24Q (94632.190000 sec): 3 clusters
  Score: Raw -700902.186676 + Penalty 4175.345667 = -696726.841009
  nChanged 38
		SP:Iteration 25Q (94632.350000 sec): 3 clusters
  Score: Raw -700921.860469 + Penalty 4175.345667 = -696746.514801
  nChanged 29
		SP:Iteration 26Q (94632.520000 sec): 3 clusters
  Score: Raw -700940.965542 + Penalty 4175.345667 = -696765.619874
  nChanged 37
		SP:Iteration 27Q (94632.720000 sec): 3 clusters
  Score: Raw -700961.753853 + Penalty 4175.345667 = -696786.408186
  nChanged 34
		SP:Iteration 28Q (94632.890000 sec): 3 clusters
  Score: Raw -700978.530931 + Penalty 4175.345667 = -696803.185263
  nChanged 24
		SP:Iteration 29Q (94633.050000 sec): 3 clusters
  Score: Raw -700991.043454 + Penalty 4175.345667 = -696815.697786
  nChanged 32
		SP:Iteration 30Q (94633.210000 sec): 3 clusters
  Score: Raw -701007.763483 + Penalty 4175.345667 = -696832.417816
  nChanged 33
		SP:Iteration 31Q (94633.380000 sec): 3 clusters
  Score: Raw -701028.493876 + Penalty 4175.345667 = -696853.148209
  nChanged 42
		SP:Iteration 32Q (94633.550000 sec): 3 clusters
  Score: Raw -701058.286391 + Penalty 4175.345667 = -696882.940724
  nChanged 49
		SP:Iteration 33Q (94633.710000 sec): 3 clusters
  Score: Raw -701092.615964 + Penalty 4175.345667 = -696917.270296
  nChanged 47
		SP:Iteration 34Q (94633.870000 sec): 3 clusters
  Score: Raw -701123.690089 + Penalty 4175.345667 = -696948.344422
  nChanged 47
		SP:Iteration 35Q (94634.080000 sec): 3 clusters
  Score: Raw -701150.528263 + Penalty 4175.345667 = -696975.182595
  nChanged 51
		SP:Iteration 36Q (94634.250000 sec): 3 clusters
  Score: Raw -701183.007242 + Penalty 4175.345667 = -697007.661575
  nChanged 42
		SP:Iteration 37Q (94634.410000 sec): 3 clusters
  Score: Raw -701205.744766 + Penalty 4175.345667 = -697030.399099
  nChanged 44
		SP:Iteration 38Q (94634.620000 sec): 3 clusters
  Score: Raw -701227.408836 + Penalty 4175.345667 = -697052.063169
  nChanged 36
		SP:Iteration 39Q (94634.780000 sec): 3 clusters
  Score: Raw -701245.129275 + Penalty 4175.345667 = -697069.783607
  nChanged 33
		SP:Iteration 40F (94634.950000 sec): 3 clusters
  Score: Raw -701260.670935 + Penalty 4175.345667 = -697085.325268
  nChanged 32
		SP:Iteration 41Q (94635.110000 sec): 3 clusters
  Score: Raw -701275.982780 + Penalty 4175.345667 = -697100.637112
  nChanged 29
		SP:Iteration 42Q (94635.270000 sec): 3 clusters
  Score: Raw -701289.311185 + Penalty 4175.345667 = -697113.965517
  nChanged 21
		SP:Iteration 43Q (94635.440000 sec): 3 clusters
  Score: Raw -701298.361581 + Penalty 4175.345667 = -697123.015914
  nChanged 15
		SP:Iteration 44Q (94635.600000 sec): 3 clusters
  Score: Raw -701303.790808 + Penalty 4175.345667 = -697128.445141
  nChanged 11
		SP:Iteration 45Q (94635.770000 sec): 3 clusters
  Score: Raw -701308.533466 + Penalty 4175.345667 = -697133.187799
  nChanged 11
		SP:Iteration 46Q (94635.930000 sec): 3 clusters
  Score: Raw -701312.814530 + Penalty 4175.345667 = -697137.468863
  nChanged 10
		SP:Iteration 47Q (94636.090000 sec): 3 clusters
  Score: Raw -701315.833468 + Penalty 4175.345667 = -697140.487801
  nChanged 5
		SP:Iteration 48Q (94636.260000 sec): 3 clusters
  Score: Raw -701316.543105 + Penalty 4175.345667 = -697141.197437
  nChanged 3
		SP:Iteration 49Q (94636.430000 sec): 3 clusters
  Score: Raw -701317.222860 + Penalty 4175.345667 = -697141.877193
  nChanged 4
		SP:Iteration 50Q (94636.590000 sec): 3 clusters
  Score: Raw -701318.459208 + Penalty 4175.345667 = -697143.113541
  nChanged 5
		SP:Iteration 51Q (94636.750000 sec): 3 clusters
  Score: Raw -701319.701659 + Penalty 4175.345667 = -697144.355991
  nChanged 3
		SP:Iteration 52Q (94636.920000 sec): 3 clusters
  Score: Raw -701320.776611 + Penalty 4175.345667 = -697145.430944
  nChanged 1
		SP:Iteration 53Q (94637.080000 sec): 3 clusters
  Score: Raw -701320.980032 + Penalty 4175.345667 = -697145.634365
  nChanged 1
		SP:Iteration 54Q (94637.310000 sec): 3 clusters
  Score: Raw -701321.074070 + Penalty 4175.345667 = -697145.728403
  nChanged 1
		SP:Iteration 55Q (94637.490000 sec): 3 clusters
  Score: Raw -701321.384237 + Penalty 4175.345667 = -697146.038570
  nChanged 1
		SP:Iteration 56Q (94637.660000 sec): 3 clusters
  Score: Raw -701321.668946 + Penalty 4175.345667 = -697146.323279
  nChanged 2
		SP:Iteration 57Q (94637.820000 sec): 3 clusters
  Score: Raw -701322.061165 + Penalty 4175.345667 = -697146.715498
  nChanged 4
		SP:Iteration 58Q (94638.010000 sec): 3 clusters
  Score: Raw -701322.750186 + Penalty 4175.345667 = -697147.404519
  nChanged 0
		SP:Iteration 59F (94638.170000 sec): 3 clusters
  Score: Raw -701322.750186 + Penalty 4175.345667 = -697147.404519
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (7242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94638.260000 sec): 2 clusters
  Score: Raw -1166380.137926 + Penalty 2204.137867 = -1164176.000059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94638.450000 sec): 3 clusters
  Score: Raw -1162664.505121 + Penalty 4408.275734 = -1158256.229387
  nChanged 2896
		SP:Iteration 1F (94638.630000 sec): 3 clusters
  Score: Raw -1164367.392513 + Penalty 4408.275734 = -1159959.116779
  nChanged 576
		SP:Iteration 2F (94638.820000 sec): 3 clusters
  Score: Raw -1164783.324328 + Penalty 4408.275734 = -1160375.048594
  nChanged 459
		SP:Iteration 3F (94639.000000 sec): 3 clusters
  Score: Raw -1165100.189172 + Penalty 4408.275734 = -1160691.913437
  nChanged 381
		SP:Iteration 4F (94639.190000 sec): 3 clusters
  Score: Raw -1165347.411616 + Penalty 4408.275734 = -1160939.135881
  nChanged 348
		SP:Iteration 5Q (94639.370000 sec): 3 clusters
  Score: Raw -1165581.175698 + Penalty 4408.275734 = -1161172.899964
  nChanged 313
		SP:Iteration 6Q (94639.550000 sec): 3 clusters
  Score: Raw -1165803.295700 + Penalty 4408.275734 = -1161395.019966
  nChanged 289
		SP:Iteration 7Q (94639.740000 sec): 3 clusters
  Score: Raw -1165987.316354 + Penalty 4408.275734 = -1161579.040620
  nChanged 232
		SP:Iteration 8Q (94639.970000 sec): 3 clusters
  Score: Raw -1166123.486436 + Penalty 4408.275734 = -1161715.210701
  nChanged 190
		SP:Iteration 9Q (94640.190000 sec): 3 clusters
  Score: Raw -1166216.208226 + Penalty 4408.275734 = -1161807.932491
  nChanged 166
		SP:Iteration 10Q (94640.420000 sec): 3 clusters
  Score: Raw -1166298.159893 + Penalty 4408.275734 = -1161889.884158
  nChanged 142
		SP:Iteration 11Q (94640.600000 sec): 3 clusters
  Score: Raw -1166364.365896 + Penalty 4408.275734 = -1161956.090161
  nChanged 133
		SP:Iteration 12Q (94640.790000 sec): 3 clusters
  Score: Raw -1166418.279757 + Penalty 4408.275734 = -1162010.004023
  nChanged 113
		SP:Iteration 13Q (94640.970000 sec): 3 clusters
  Score: Raw -1166465.609061 + Penalty 4408.275734 = -1162057.333327
  nChanged 109
		SP:Iteration 14Q (94641.160000 sec): 3 clusters
  Score: Raw -1166509.815267 + Penalty 4408.275734 = -1162101.539533
  nChanged 93
		SP:Iteration 15Q (94641.370000 sec): 3 clusters
  Score: Raw -1166546.900576 + Penalty 4408.275734 = -1162138.624842
  nChanged 80
		SP:Iteration 16Q (94641.620000 sec): 3 clusters
  Score: Raw -1166574.763520 + Penalty 4408.275734 = -1162166.487786
  nChanged 74
		SP:Iteration 17Q (94641.880000 sec): 3 clusters
  Score: Raw -1166601.726096 + Penalty 4408.275734 = -1162193.450361
  nChanged 71
		SP:Iteration 18Q (94642.050000 sec): 3 clusters
  Score: Raw -1166627.598606 + Penalty 4408.275734 = -1162219.322872
  nChanged 62
		SP:Iteration 19Q (94642.250000 sec): 3 clusters
  Score: Raw -1166649.587207 + Penalty 4408.275734 = -1162241.311473
  nChanged 60
		SP:Iteration 20F (94642.430000 sec): 3 clusters
  Score: Raw -1166670.613230 + Penalty 4408.275734 = -1162262.337496
  nChanged 66
		SP:Iteration 21Q (94642.670000 sec): 3 clusters
  Score: Raw -1166695.296919 + Penalty 4408.275734 = -1162287.021185
  nChanged 69
		SP:Iteration 22Q (94642.880000 sec): 3 clusters
  Score: Raw -1166723.516198 + Penalty 4408.275734 = -1162315.240464
  nChanged 63
		SP:Iteration 23Q (94643.110000 sec): 3 clusters
  Score: Raw -1166747.652453 + Penalty 4408.275734 = -1162339.376719
  nChanged 61
		SP:Iteration 24Q (94643.370000 sec): 3 clusters
  Score: Raw -1166770.324856 + Penalty 4408.275734 = -1162362.049121
  nChanged 63
		SP:Iteration 25Q (94643.550000 sec): 3 clusters
  Score: Raw -1166793.288717 + Penalty 4408.275734 = -1162385.012983
  nChanged 61
		SP:Iteration 26Q (94643.760000 sec): 3 clusters
  Score: Raw -1166817.884458 + Penalty 4408.275734 = -1162409.608723
  nChanged 72
		SP:Iteration 27Q (94644.010000 sec): 3 clusters
  Score: Raw -1166847.576898 + Penalty 4408.275734 = -1162439.301164
  nChanged 62
		SP:Iteration 28Q (94644.200000 sec): 3 clusters
  Score: Raw -1166874.092088 + Penalty 4408.275734 = -1162465.816354
  nChanged 64
		SP:Iteration 29Q (94644.430000 sec): 3 clusters
  Score: Raw -1166902.083415 + Penalty 4408.275734 = -1162493.807680
  nChanged 60
		SP:Iteration 30Q (94644.710000 sec): 3 clusters
  Score: Raw -1166929.799609 + Penalty 4408.275734 = -1162521.523875
  nChanged 53
		SP:Iteration 31Q (94644.950000 sec): 3 clusters
  Score: Raw -1166957.707463 + Penalty 4408.275734 = -1162549.431728
  nChanged 52
		SP:Iteration 32Q (94645.120000 sec): 3 clusters
  Score: Raw -1166980.185304 + Penalty 4408.275734 = -1162571.909569
  nChanged 49
		SP:Iteration 33Q (94645.330000 sec): 3 clusters
  Score: Raw -1167001.680167 + Penalty 4408.275734 = -1162593.404432
  nChanged 46
		SP:Iteration 34Q (94645.610000 sec): 3 clusters
  Score: Raw -1167025.894090 + Penalty 4408.275734 = -1162617.618356
  nChanged 51
		SP:Iteration 35Q (94645.850000 sec): 3 clusters
  Score: Raw -1167051.900413 + Penalty 4408.275734 = -1162643.624679
  nChanged 40
		SP:Iteration 36Q (94646.120000 sec): 3 clusters
  Score: Raw -1167070.424715 + Penalty 4408.275734 = -1162662.148981
  nChanged 35
		SP:Iteration 37Q (94646.370000 sec): 3 clusters
  Score: Raw -1167089.806806 + Penalty 4408.275734 = -1162681.531072
  nChanged 44
		SP:Iteration 38Q (94646.620000 sec): 3 clusters
  Score: Raw -1167118.040025 + Penalty 4408.275734 = -1162709.764291
  nChanged 48
		SP:Iteration 39Q (94646.870000 sec): 3 clusters
  Score: Raw -1167147.997179 + Penalty 4408.275734 = -1162739.721445
  nChanged 39
		SP:Iteration 40F (94647.100000 sec): 3 clusters
  Score: Raw -1167171.282795 + Penalty 4408.275734 = -1162763.007060
  nChanged 41
		SP:Iteration 41Q (94647.280000 sec): 3 clusters
  Score: Raw -1167197.355179 + Penalty 4408.275734 = -1162789.079445
  nChanged 34
		SP:Iteration 42Q (94647.490000 sec): 3 clusters
  Score: Raw -1167217.603083 + Penalty 4408.275734 = -1162809.327348
  nChanged 32
		SP:Iteration 43Q (94647.700000 sec): 3 clusters
  Score: Raw -1167236.151292 + Penalty 4408.275734 = -1162827.875558
  nChanged 29
		SP:Iteration 44Q (94647.950000 sec): 3 clusters
  Score: Raw -1167255.799711 + Penalty 4408.275734 = -1162847.523977
  nChanged 28
		SP:Iteration 45Q (94648.210000 sec): 3 clusters
  Score: Raw -1167273.413241 + Penalty 4408.275734 = -1162865.137507
  nChanged 23
		SP:Iteration 46Q (94648.410000 sec): 3 clusters
  Score: Raw -1167285.167413 + Penalty 4408.275734 = -1162876.891678
  nChanged 13
		SP:Iteration 47Q (94648.700000 sec): 3 clusters
  Score: Raw -1167291.929752 + Penalty 4408.275734 = -1162883.654017
  nChanged 12
		SP:Iteration 48Q (94648.930000 sec): 3 clusters
  Score: Raw -1167299.922749 + Penalty 4408.275734 = -1162891.647015
  nChanged 9
		SP:Iteration 49Q (94649.220000 sec): 3 clusters
  Score: Raw -1167306.705405 + Penalty 4408.275734 = -1162898.429670
  nChanged 9
		SP:Iteration 50Q (94649.470000 sec): 3 clusters
  Score: Raw -1167311.908510 + Penalty 4408.275734 = -1162903.632776
  nChanged 5
		SP:Iteration 51Q (94649.670000 sec): 3 clusters
  Score: Raw -1167313.547295 + Penalty 4408.275734 = -1162905.271560
  nChanged 4
		SP:Iteration 52Q (94649.890000 sec): 3 clusters
  Score: Raw -1167314.711315 + Penalty 4408.275734 = -1162906.435581
  nChanged 5
		SP:Iteration 53Q (94650.070000 sec): 3 clusters
  Score: Raw -1167316.568696 + Penalty 4408.275734 = -1162908.292961
  nChanged 3
		SP:Iteration 54Q (94650.300000 sec): 3 clusters
  Score: Raw -1167317.548426 + Penalty 4408.275734 = -1162909.272691
  nChanged 0
		SP:Iteration 55F (94650.440000 sec): 3 clusters
  Score: Raw -1167317.548426 + Penalty 4408.275734 = -1162909.272691
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (4177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94650.530000 sec): 2 clusters
  Score: Raw -610120.807480 + Penalty 2067.662444 = -608053.145036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94650.710000 sec): 3 clusters
  Score: Raw -608224.907770 + Penalty 4135.324888 = -604089.582882
  nChanged 1545
		SP:Iteration 1F (94650.860000 sec): 3 clusters
  Score: Raw -609292.178350 + Penalty 4135.324888 = -605156.853462
  nChanged 378
		SP:Iteration 2F (94651.090000 sec): 3 clusters
  Score: Raw -609651.292073 + Penalty 4135.324888 = -605515.967185
  nChanged 291
		SP:Iteration 3F (94651.270000 sec): 3 clusters
  Score: Raw -609904.415246 + Penalty 4135.324888 = -605769.090358
  nChanged 240
		SP:Iteration 4F (94651.460000 sec): 3 clusters
  Score: Raw -610106.938527 + Penalty 4135.324888 = -605971.613639
  nChanged 210
		SP:Iteration 5F (94651.670000 sec): 3 clusters
  Score: Raw -610300.498761 + Penalty 4135.324888 = -606165.173873
  nChanged 194
		SP:Iteration 6Q (94651.930000 sec): 3 clusters
  Score: Raw -610476.784844 + Penalty 4135.324888 = -606341.459956
  nChanged 162
		SP:Iteration 7Q (94652.140000 sec): 3 clusters
  Score: Raw -610633.113800 + Penalty 4135.324888 = -606497.788912
  nChanged 124
		SP:Iteration 8Q (94652.330000 sec): 3 clusters
  Score: Raw -610750.462237 + Penalty 4135.324888 = -606615.137349
  nChanged 115
		SP:Iteration 9Q (94652.550000 sec): 3 clusters
  Score: Raw -610850.318064 + Penalty 4135.324888 = -606714.993176
  nChanged 97
		SP:Iteration 10Q (94652.770000 sec): 3 clusters
  Score: Raw -610931.372394 + Penalty 4135.324888 = -606796.047506
  nChanged 65
		SP:Iteration 11Q (94652.940000 sec): 3 clusters
  Score: Raw -610970.060027 + Penalty 4135.324888 = -606834.735139
  nChanged 39
		SP:Iteration 12Q (94653.140000 sec): 3 clusters
  Score: Raw -610993.671192 + Penalty 4135.324888 = -606858.346304
  nChanged 31
		SP:Iteration 13Q (94653.340000 sec): 3 clusters
  Score: Raw -611011.696710 + Penalty 4135.324888 = -606876.371822
  nChanged 33
		SP:Iteration 14Q (94653.570000 sec): 3 clusters
  Score: Raw -611030.928850 + Penalty 4135.324888 = -606895.603962
  nChanged 22
		SP:Iteration 15Q (94653.780000 sec): 3 clusters
  Score: Raw -611042.967911 + Penalty 4135.324888 = -606907.643023
  nChanged 21
		SP:Iteration 16Q (94653.980000 sec): 3 clusters
  Score: Raw -611051.300189 + Penalty 4135.324888 = -606915.975301
  nChanged 16
		SP:Iteration 17Q (94654.180000 sec): 3 clusters
  Score: Raw -611058.307299 + Penalty 4135.324888 = -606922.982411
  nChanged 11
		SP:Iteration 18Q (94654.390000 sec): 3 clusters
  Score: Raw -611062.751645 + Penalty 4135.324888 = -606927.426757
  nChanged 9
		SP:Iteration 19Q (94654.620000 sec): 3 clusters
  Score: Raw -611066.989414 + Penalty 4135.324888 = -606931.664526
  nChanged 10
		SP:Iteration 20F (94654.810000 sec): 3 clusters
  Score: Raw -611071.195400 + Penalty 4135.324888 = -606935.870512
  nChanged 3
		SP:Iteration 21Q (94655.050000 sec): 3 clusters
  Score: Raw -611072.087871 + Penalty 4135.324888 = -606936.762984
  nChanged 4
		SP:Iteration 22Q (94655.330000 sec): 3 clusters
  Score: Raw -611073.018082 + Penalty 4135.324888 = -606937.693194
  nChanged 3
		SP:Iteration 23Q (94655.520000 sec): 3 clusters
  Score: Raw -611073.958066 + Penalty 4135.324888 = -606938.633178
  nChanged 4
		SP:Iteration 24Q (94655.730000 sec): 3 clusters
  Score: Raw -611075.423563 + Penalty 4135.324888 = -606940.098675
  nChanged 5
		SP:Iteration 25Q (94655.960000 sec): 3 clusters
  Score: Raw -611077.522581 + Penalty 4135.324888 = -606942.197693
  nChanged 5
		SP:Iteration 26Q (94656.170000 sec): 3 clusters
  Score: Raw -611080.094962 + Penalty 4135.324888 = -606944.770074
  nChanged 4
		SP:Iteration 27Q (94656.350000 sec): 3 clusters
  Score: Raw -611082.006914 + Penalty 4135.324888 = -606946.682026
  nChanged 2
		SP:Iteration 28Q (94656.540000 sec): 3 clusters
  Score: Raw -611083.106438 + Penalty 4135.324888 = -606947.781550
  nChanged 3
		SP:Iteration 29Q (94656.760000 sec): 3 clusters
  Score: Raw -611084.088069 + Penalty 4135.324888 = -606948.763181
  nChanged 2
		SP:Iteration 30Q (94656.890000 sec): 3 clusters
  Score: Raw -611084.704609 + Penalty 4135.324888 = -606949.379721
  nChanged 1
		SP:Iteration 31Q (94657.040000 sec): 3 clusters
  Score: Raw -611084.889459 + Penalty 4135.324888 = -606949.564571
  nChanged 2
		SP:Iteration 32Q (94657.180000 sec): 3 clusters
  Score: Raw -611085.130147 + Penalty 4135.324888 = -606949.805259
  nChanged 0
		SP:Iteration 33F (94657.380000 sec): 3 clusters
  Score: Raw -611085.130147 + Penalty 4135.324888 = -606949.805259
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (62099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94657.850000 sec): 2 clusters
  Score: Raw -9543457.994053 + Penalty 2737.048321 = -9540720.945732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94658.550000 sec): 3 clusters
  Score: Raw -9504596.313262 + Penalty 5474.096642 = -9499122.216620
  nChanged 28901
		SP:Iteration 1F (94659.150000 sec): 3 clusters
  Score: Raw -9520806.493473 + Penalty 5474.096642 = -9515332.396831
  nChanged 2733
		SP:Iteration 2Q (94659.810000 sec): 3 clusters
  Score: Raw -9521798.557230 + Penalty 5474.096642 = -9516324.460588
  nChanged 2984
		SP:Iteration 3Q (94660.400000 sec): 3 clusters
  Score: Raw -9523042.238446 + Penalty 5474.096642 = -9517568.141805
  nChanged 3242
		SP:Iteration 4F (94660.940000 sec): 3 clusters
  Score: Raw -9524669.840860 + Penalty 5474.096642 = -9519195.744218
  nChanged 3541
		SP:Iteration 5F (94661.580000 sec): 3 clusters
  Score: Raw -9526583.188727 + Penalty 5474.096642 = -9521109.092085
  nChanged 3647
		SP:Iteration 6F (94662.250000 sec): 3 clusters
  Score: Raw -9528584.750501 + Penalty 5474.096642 = -9523110.653860
  nChanged 3549
		SP:Iteration 7F (94662.850000 sec): 3 clusters
  Score: Raw -9530384.649732 + Penalty 5474.096642 = -9524910.553090
  nChanged 3050
		SP:Iteration 8Q (94663.550000 sec): 3 clusters
  Score: Raw -9531834.770637 + Penalty 5474.096642 = -9526360.673996
  nChanged 2521
		SP:Iteration 9Q (94664.210000 sec): 3 clusters
  Score: Raw -9532926.746621 + Penalty 5474.096642 = -9527452.649979
  nChanged 2281
		SP:Iteration 10Q (94664.900000 sec): 3 clusters
  Score: Raw -9533928.278994 + Penalty 5474.096642 = -9528454.182353
  nChanged 2140
		SP:Iteration 11Q (94665.470000 sec): 3 clusters
  Score: Raw -9534893.624406 + Penalty 5474.096642 = -9529419.527764
  nChanged 2060
		SP:Iteration 12Q (94666.080000 sec): 3 clusters
  Score: Raw -9535887.962608 + Penalty 5474.096642 = -9530413.865966
  nChanged 2052
		SP:Iteration 13Q (94666.680000 sec): 3 clusters
  Score: Raw -9536900.158229 + Penalty 5474.096642 = -9531426.061587
  nChanged 1997
		SP:Iteration 14Q (94667.320000 sec): 3 clusters
  Score: Raw -9537917.767843 + Penalty 5474.096642 = -9532443.671201
  nChanged 1982
		SP:Iteration 15Q (94667.940000 sec): 3 clusters
  Score: Raw -9538944.607195 + Penalty 5474.096642 = -9533470.510553
  nChanged 1839
		SP:Iteration 16Q (94668.570000 sec): 3 clusters
  Score: Raw -9539968.159251 + Penalty 5474.096642 = -9534494.062609
  nChanged 1726
		SP:Iteration 17Q (94669.240000 sec): 3 clusters
  Score: Raw -9540892.930301 + Penalty 5474.096642 = -9535418.833660
  nChanged 1495
		SP:Iteration 18Q (94669.900000 sec): 3 clusters
  Score: Raw -9541646.766048 + Penalty 5474.096642 = -9536172.669406
  nChanged 1238
		SP:Iteration 19Q (94670.470000 sec): 3 clusters
  Score: Raw -9542259.860555 + Penalty 5474.096642 = -9536785.763913
  nChanged 1047
		SP:Iteration 20F (94671.060000 sec): 3 clusters
  Score: Raw -9542763.446904 + Penalty 5474.096642 = -9537289.350262
  nChanged 794
		SP:Iteration 21Q (94671.760000 sec): 3 clusters
  Score: Raw -9543145.815149 + Penalty 5474.096642 = -9537671.718507
  nChanged 621
		SP:Iteration 22Q (94672.350000 sec): 3 clusters
  Score: Raw -9543419.366600 + Penalty 5474.096642 = -9537945.269958
  nChanged 473
		SP:Iteration 23Q (94672.880000 sec): 3 clusters
  Score: Raw -9543629.390094 + Penalty 5474.096642 = -9538155.293452
  nChanged 355
		SP:Iteration 24Q (94673.510000 sec): 3 clusters
  Score: Raw -9543778.194864 + Penalty 5474.096642 = -9538304.098222
  nChanged 290
		SP:Iteration 25Q (94674.070000 sec): 3 clusters
  Score: Raw -9543892.327633 + Penalty 5474.096642 = -9538418.230992
  nChanged 232
		SP:Iteration 26Q (94674.620000 sec): 3 clusters
  Score: Raw -9543983.609283 + Penalty 5474.096642 = -9538509.512641
  nChanged 182
		SP:Iteration 27Q (94675.180000 sec): 3 clusters
  Score: Raw -9544051.576196 + Penalty 5474.096642 = -9538577.479554
  nChanged 144
		SP:Iteration 28Q (94675.690000 sec): 3 clusters
  Score: Raw -9544102.319888 + Penalty 5474.096642 = -9538628.223246
  nChanged 107
		SP:Iteration 29Q (94676.250000 sec): 3 clusters
  Score: Raw -9544139.548904 + Penalty 5474.096642 = -9538665.452262
  nChanged 98
		SP:Iteration 30Q (94676.810000 sec): 3 clusters
  Score: Raw -9544174.694672 + Penalty 5474.096642 = -9538700.598030
  nChanged 85
		SP:Iteration 31Q (94677.340000 sec): 3 clusters
  Score: Raw -9544203.983423 + Penalty 5474.096642 = -9538729.886781
  nChanged 66
		SP:Iteration 32Q (94677.880000 sec): 3 clusters
  Score: Raw -9544226.062453 + Penalty 5474.096642 = -9538751.965811
  nChanged 54
		SP:Iteration 33Q (94678.480000 sec): 3 clusters
  Score: Raw -9544244.067813 + Penalty 5474.096642 = -9538769.971171
  nChanged 42
		SP:Iteration 34Q (94679.080000 sec): 3 clusters
  Score: Raw -9544257.980566 + Penalty 5474.096642 = -9538783.883924
  nChanged 36
		SP:Iteration 35Q (94679.680000 sec): 3 clusters
  Score: Raw -9544268.286333 + Penalty 5474.096642 = -9538794.189691
  nChanged 25
		SP:Iteration 36Q (94680.290000 sec): 3 clusters
  Score: Raw -9544275.448024 + Penalty 5474.096642 = -9538801.351382
  nChanged 26
		SP:Iteration 37Q (94680.850000 sec): 3 clusters
  Score: Raw -9544282.649152 + Penalty 5474.096642 = -9538808.552510
  nChanged 22
		SP:Iteration 38Q (94681.440000 sec): 3 clusters
  Score: Raw -9544288.539920 + Penalty 5474.096642 = -9538814.443279
  nChanged 20
		SP:Iteration 39Q (94682.020000 sec): 3 clusters
  Score: Raw -9544294.288754 + Penalty 5474.096642 = -9538820.192113
  nChanged 13
		SP:Iteration 40F (94682.690000 sec): 3 clusters
  Score: Raw -9544297.147775 + Penalty 5474.096642 = -9538823.051134
  nChanged 8
		SP:Iteration 41Q (94683.170000 sec): 3 clusters
  Score: Raw -9544299.574383 + Penalty 5474.096642 = -9538825.477741
  nChanged 11
		SP:Iteration 42Q (94683.830000 sec): 3 clusters
  Score: Raw -9544303.130610 + Penalty 5474.096642 = -9538829.033969
  nChanged 8
		SP:Iteration 43Q (94684.340000 sec): 3 clusters
  Score: Raw -9544304.773128 + Penalty 5474.096642 = -9538830.676487
  nChanged 9
		SP:Iteration 44Q (94684.870000 sec): 3 clusters
  Score: Raw -9544307.476585 + Penalty 5474.096642 = -9538833.379943
  nChanged 11
		SP:Iteration 45Q (94685.450000 sec): 3 clusters
  Score: Raw -9544311.531085 + Penalty 5474.096642 = -9538837.434443
  nChanged 9
		SP:Iteration 46Q (94686.070000 sec): 3 clusters
  Score: Raw -9544313.347262 + Penalty 5474.096642 = -9538839.250620
  nChanged 3
		SP:Iteration 47Q (94686.600000 sec): 3 clusters
  Score: Raw -9544314.151499 + Penalty 5474.096642 = -9538840.054857
  nChanged 1
		SP:Iteration 48Q (94687.210000 sec): 3 clusters
  Score: Raw -9544314.669077 + Penalty 5474.096642 = -9538840.572435
  nChanged 1
		SP:Iteration 49Q (94687.810000 sec): 3 clusters
  Score: Raw -9544314.842511 + Penalty 5474.096642 = -9538840.745869
  nChanged 0
		SP:Iteration 50F (94688.400000 sec): 3 clusters
  Score: Raw -9544314.842511 + Penalty 5474.096642 = -9538840.745869
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (6684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94688.540000 sec): 2 clusters
  Score: Raw -1043377.312939 + Penalty 2184.253029 = -1041193.059911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94688.780000 sec): 3 clusters
  Score: Raw -1040031.642648 + Penalty 4368.506057 = -1035663.136591
  nChanged 2621
		SP:Iteration 1F (94688.970000 sec): 3 clusters
  Score: Raw -1041470.826976 + Penalty 4368.506057 = -1037102.320919
  nChanged 456
		SP:Iteration 2F (94689.240000 sec): 3 clusters
  Score: Raw -1041712.484286 + Penalty 4368.506057 = -1037343.978229
  nChanged 359
		SP:Iteration 3F (94689.480000 sec): 3 clusters
  Score: Raw -1041919.941173 + Penalty 4368.506057 = -1037551.435116
  nChanged 315
		SP:Iteration 4Q (94689.680000 sec): 3 clusters
  Score: Raw -1042154.093729 + Penalty 4368.506057 = -1037785.587671
  nChanged 327
		SP:Iteration 5Q (94689.920000 sec): 3 clusters
  Score: Raw -1042461.746142 + Penalty 4368.506057 = -1038093.240085
  nChanged 388
		SP:Iteration 6F (94690.080000 sec): 3 clusters
  Score: Raw -1042842.856058 + Penalty 4368.506057 = -1038474.350000
  nChanged 416
		SP:Iteration 7F (94690.340000 sec): 3 clusters
  Score: Raw -1043276.795708 + Penalty 4368.506057 = -1038908.289651
  nChanged 435
		SP:Iteration 8F (94690.580000 sec): 3 clusters
  Score: Raw -1043663.250198 + Penalty 4368.506057 = -1039294.744141
  nChanged 367
		SP:Iteration 9F (94690.800000 sec): 3 clusters
  Score: Raw -1043941.891426 + Penalty 4368.506057 = -1039573.385369
  nChanged 297
		SP:Iteration 10Q (94691.060000 sec): 3 clusters
  Score: Raw -1044163.876228 + Penalty 4368.506057 = -1039795.370171
  nChanged 217
		SP:Iteration 11Q (94691.250000 sec): 3 clusters
  Score: Raw -1044320.886205 + Penalty 4368.506057 = -1039952.380148
  nChanged 162
		SP:Iteration 12Q (94691.380000 sec): 3 clusters
  Score: Raw -1044423.348447 + Penalty 4368.506057 = -1040054.842390
  nChanged 137
		SP:Iteration 13Q (94691.560000 sec): 3 clusters
  Score: Raw -1044494.381686 + Penalty 4368.506057 = -1040125.875629
  nChanged 103
		SP:Iteration 14Q (94691.800000 sec): 3 clusters
  Score: Raw -1044545.244833 + Penalty 4368.506057 = -1040176.738776
  nChanged 89
		SP:Iteration 15Q (94692.040000 sec): 3 clusters
  Score: Raw -1044587.821405 + Penalty 4368.506057 = -1040219.315348
  nChanged 79
		SP:Iteration 16Q (94692.310000 sec): 3 clusters
  Score: Raw -1044623.959219 + Penalty 4368.506057 = -1040255.453162
  nChanged 63
		SP:Iteration 17Q (94692.540000 sec): 3 clusters
  Score: Raw -1044651.934347 + Penalty 4368.506057 = -1040283.428290
  nChanged 50
		SP:Iteration 18Q (94692.770000 sec): 3 clusters
  Score: Raw -1044668.733313 + Penalty 4368.506057 = -1040300.227256
  nChanged 43
		SP:Iteration 19Q (94693.010000 sec): 3 clusters
  Score: Raw -1044683.416079 + Penalty 4368.506057 = -1040314.910022
  nChanged 40
		SP:Iteration 20F (94693.260000 sec): 3 clusters
  Score: Raw -1044696.906641 + Penalty 4368.506057 = -1040328.400584
  nChanged 35
		SP:Iteration 21Q (94693.550000 sec): 3 clusters
  Score: Raw -1044708.804269 + Penalty 4368.506057 = -1040340.298212
  nChanged 36
		SP:Iteration 22Q (94693.750000 sec): 3 clusters
  Score: Raw -1044720.273104 + Penalty 4368.506057 = -1040351.767047
  nChanged 26
		SP:Iteration 23Q (94693.980000 sec): 3 clusters
  Score: Raw -1044726.601351 + Penalty 4368.506057 = -1040358.095294
  nChanged 23
		SP:Iteration 24Q (94694.240000 sec): 3 clusters
  Score: Raw -1044732.925246 + Penalty 4368.506057 = -1040364.419189
  nChanged 17
		SP:Iteration 25Q (94694.420000 sec): 3 clusters
  Score: Raw -1044738.307708 + Penalty 4368.506057 = -1040369.801651
  nChanged 23
		SP:Iteration 26Q (94694.690000 sec): 3 clusters
  Score: Raw -1044743.968438 + Penalty 4368.506057 = -1040375.462381
  nChanged 13
		SP:Iteration 27Q (94694.900000 sec): 3 clusters
  Score: Raw -1044747.365959 + Penalty 4368.506057 = -1040378.859902
  nChanged 14
		SP:Iteration 28Q (94695.180000 sec): 3 clusters
  Score: Raw -1044750.897569 + Penalty 4368.506057 = -1040382.391512
  nChanged 8
		SP:Iteration 29Q (94695.440000 sec): 3 clusters
  Score: Raw -1044752.667646 + Penalty 4368.506057 = -1040384.161589
  nChanged 8
		SP:Iteration 30Q (94695.540000 sec): 3 clusters
  Score: Raw -1044755.232282 + Penalty 4368.506057 = -1040386.726225
  nChanged 15
		SP:Iteration 31Q (94695.720000 sec): 3 clusters
  Score: Raw -1044757.538907 + Penalty 4368.506057 = -1040389.032850
  nChanged 7
		SP:Iteration 32Q (94695.900000 sec): 3 clusters
  Score: Raw -1044758.765343 + Penalty 4368.506057 = -1040390.259286
  nChanged 2
		SP:Iteration 33Q (94696.150000 sec): 3 clusters
  Score: Raw -1044759.153925 + Penalty 4368.506057 = -1040390.647868
  nChanged 5
		SP:Iteration 34Q (94696.330000 sec): 3 clusters
  Score: Raw -1044760.679500 + Penalty 4368.506057 = -1040392.173443
  nChanged 7
		SP:Iteration 35Q (94696.530000 sec): 3 clusters
  Score: Raw -1044762.023550 + Penalty 4368.506057 = -1040393.517493
  nChanged 2
		SP:Iteration 36Q (94696.770000 sec): 3 clusters
  Score: Raw -1044762.395754 + Penalty 4368.506057 = -1040393.889697
  nChanged 3
		SP:Iteration 37Q (94696.900000 sec): 3 clusters
  Score: Raw -1044762.784132 + Penalty 4368.506057 = -1040394.278074
  nChanged 3
		SP:Iteration 38Q (94697.110000 sec): 3 clusters
  Score: Raw -1044763.236514 + Penalty 4368.506057 = -1040394.730457
  nChanged 0
		SP:Iteration 39F (94697.300000 sec): 3 clusters
  Score: Raw -1044763.236514 + Penalty 4368.506057 = -1040394.730457
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94697.410000 sec): 2 clusters
  Score: Raw -391583.119789 + Penalty 1942.831093 = -389640.288696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94697.610000 sec): 3 clusters
  Score: Raw -390570.663589 + Penalty 3885.662185 = -386685.001404
  nChanged 857
		SP:Iteration 1F (94697.790000 sec): 3 clusters
  Score: Raw -391198.652283 + Penalty 3885.662185 = -387312.990098
  nChanged 227
		SP:Iteration 2F (94698.060000 sec): 3 clusters
  Score: Raw -391379.515534 + Penalty 3885.662185 = -387493.853349
  nChanged 127
		SP:Iteration 3F (94698.260000 sec): 3 clusters
  Score: Raw -391488.972401 + Penalty 3885.662185 = -387603.310215
  nChanged 107
		SP:Iteration 4Q (94698.500000 sec): 3 clusters
  Score: Raw -391576.003577 + Penalty 3885.662185 = -387690.341391
  nChanged 78
		SP:Iteration 5Q (94698.690000 sec): 3 clusters
  Score: Raw -391640.672050 + Penalty 3885.662185 = -387755.009864
  nChanged 71
		SP:Iteration 6Q (94698.830000 sec): 3 clusters
  Score: Raw -391687.090339 + Penalty 3885.662185 = -387801.428154
  nChanged 51
		SP:Iteration 7Q (94699.040000 sec): 3 clusters
  Score: Raw -391724.385118 + Penalty 3885.662185 = -387838.722932
  nChanged 46
		SP:Iteration 8Q (94699.230000 sec): 3 clusters
  Score: Raw -391755.896146 + Penalty 3885.662185 = -387870.233960
  nChanged 36
		SP:Iteration 9Q (94699.410000 sec): 3 clusters
  Score: Raw -391780.982945 + Penalty 3885.662185 = -387895.320759
  nChanged 33
		SP:Iteration 10Q (94699.650000 sec): 3 clusters
  Score: Raw -391802.785727 + Penalty 3885.662185 = -387917.123541
  nChanged 26
		SP:Iteration 11Q (94699.820000 sec): 3 clusters
  Score: Raw -391818.245084 + Penalty 3885.662185 = -387932.582898
  nChanged 17
		SP:Iteration 12Q (94699.960000 sec): 3 clusters
  Score: Raw -391827.695797 + Penalty 3885.662185 = -387942.033612
  nChanged 13
		SP:Iteration 13Q (94700.150000 sec): 3 clusters
  Score: Raw -391837.006918 + Penalty 3885.662185 = -387951.344733
  nChanged 17
		SP:Iteration 14Q (94700.310000 sec): 3 clusters
  Score: Raw -391850.531789 + Penalty 3885.662185 = -387964.869603
  nChanged 19
		SP:Iteration 15Q (94700.480000 sec): 3 clusters
  Score: Raw -391866.468070 + Penalty 3885.662185 = -387980.805884
  nChanged 15
		SP:Iteration 16Q (94700.720000 sec): 3 clusters
  Score: Raw -391877.854537 + Penalty 3885.662185 = -387992.192351
  nChanged 15
		SP:Iteration 17Q (94700.870000 sec): 3 clusters
  Score: Raw -391886.904127 + Penalty 3885.662185 = -388001.241941
  nChanged 13
		SP:Iteration 18Q (94701.070000 sec): 3 clusters
  Score: Raw -391893.587758 + Penalty 3885.662185 = -388007.925573
  nChanged 7
		SP:Iteration 19Q (94701.220000 sec): 3 clusters
  Score: Raw -391898.530675 + Penalty 3885.662185 = -388012.868489
  nChanged 12
		SP:Iteration 20F (94701.340000 sec): 3 clusters
  Score: Raw -391903.898178 + Penalty 3885.662185 = -388018.235993
  nChanged 7
		SP:Iteration 21Q (94701.470000 sec): 3 clusters
  Score: Raw -391907.157472 + Penalty 3885.662185 = -388021.495286
  nChanged 6
		SP:Iteration 22Q (94701.650000 sec): 3 clusters
  Score: Raw -391910.550238 + Penalty 3885.662185 = -388024.888052
  nChanged 3
		SP:Iteration 23Q (94701.830000 sec): 3 clusters
  Score: Raw -391911.888539 + Penalty 3885.662185 = -388026.226353
  nChanged 1
		SP:Iteration 24Q (94701.950000 sec): 3 clusters
  Score: Raw -391912.143316 + Penalty 3885.662185 = -388026.481130
  nChanged 0
		SP:Iteration 25F (94702.090000 sec): 3 clusters
  Score: Raw -391912.143316 + Penalty 3885.662185 = -388026.481130
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (2842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94702.230000 sec): 2 clusters
  Score: Raw -417548.040519 + Penalty 1972.161301 = -415575.879218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94702.390000 sec): 3 clusters
  Score: Raw -416413.185768 + Penalty 3944.322601 = -412468.863166
  nChanged 960
		SP:Iteration 1F (94702.530000 sec): 3 clusters
  Score: Raw -417059.456430 + Penalty 3944.322601 = -413115.133829
  nChanged 223
		SP:Iteration 2F (94702.730000 sec): 3 clusters
  Score: Raw -417211.956113 + Penalty 3944.322601 = -413267.633512
  nChanged 130
		SP:Iteration 3Q (94702.880000 sec): 3 clusters
  Score: Raw -417308.455527 + Penalty 3944.322601 = -413364.132926
  nChanged 88
		SP:Iteration 4Q (94703.020000 sec): 3 clusters
  Score: Raw -417369.289383 + Penalty 3944.322601 = -413424.966781
  nChanged 66
		SP:Iteration 5Q (94703.120000 sec): 3 clusters
  Score: Raw -417414.567656 + Penalty 3944.322601 = -413470.245055
  nChanged 55
		SP:Iteration 6Q (94703.260000 sec): 3 clusters
  Score: Raw -417449.788211 + Penalty 3944.322601 = -413505.465610
  nChanged 48
		SP:Iteration 7Q (94703.410000 sec): 3 clusters
  Score: Raw -417478.890205 + Penalty 3944.322601 = -413534.567604
  nChanged 45
		SP:Iteration 8Q (94703.550000 sec): 3 clusters
  Score: Raw -417507.547687 + Penalty 3944.322601 = -413563.225086
  nChanged 46
		SP:Iteration 9Q (94703.690000 sec): 3 clusters
  Score: Raw -417531.909028 + Penalty 3944.322601 = -413587.586427
  nChanged 37
		SP:Iteration 10Q (94703.840000 sec): 3 clusters
  Score: Raw -417551.127814 + Penalty 3944.322601 = -413606.805213
  nChanged 39
		SP:Iteration 11Q (94703.980000 sec): 3 clusters
  Score: Raw -417576.791655 + Penalty 3944.322601 = -413632.469053
  nChanged 40
		SP:Iteration 12Q (94704.130000 sec): 3 clusters
  Score: Raw -417603.684625 + Penalty 3944.322601 = -413659.362024
  nChanged 47
		SP:Iteration 13Q (94704.270000 sec): 3 clusters
  Score: Raw -417641.824200 + Penalty 3944.322601 = -413697.501599
  nChanged 60
		SP:Iteration 14Q (94704.410000 sec): 3 clusters
  Score: Raw -417704.056911 + Penalty 3944.322601 = -413759.734310
  nChanged 72
		SP:Iteration 15Q (94704.550000 sec): 3 clusters
  Score: Raw -417775.315425 + Penalty 3944.322601 = -413830.992823
  nChanged 80
		SP:Iteration 16Q (94704.700000 sec): 3 clusters
  Score: Raw -417851.726119 + Penalty 3944.322601 = -413907.403518
  nChanged 68
		SP:Iteration 17Q (94704.850000 sec): 3 clusters
  Score: Raw -417928.027366 + Penalty 3944.322601 = -413983.704765
  nChanged 63
		SP:Iteration 18Q (94704.980000 sec): 3 clusters
  Score: Raw -418011.699468 + Penalty 3944.322601 = -414067.376867
  nChanged 69
		SP:Iteration 19Q (94705.160000 sec): 3 clusters
  Score: Raw -418108.559498 + Penalty 3944.322601 = -414164.236897
  nChanged 79
		SP:Iteration 20F (94705.310000 sec): 3 clusters
  Score: Raw -418236.378513 + Penalty 3944.322601 = -414292.055912
  nChanged 90
		SP:Iteration 21Q (94705.450000 sec): 3 clusters
  Score: Raw -418417.231165 + Penalty 3944.322601 = -414472.908564
  nChanged 93
		SP:Iteration 22Q (94705.570000 sec): 3 clusters
  Score: Raw -418538.286075 + Penalty 3944.322601 = -414593.963473
  nChanged 72
		SP:Iteration 23Q (94705.710000 sec): 3 clusters
  Score: Raw -418643.092994 + Penalty 3944.322601 = -414698.770393
  nChanged 59
		SP:Iteration 24Q (94705.920000 sec): 3 clusters
  Score: Raw -418714.010437 + Penalty 3944.322601 = -414769.687836
  nChanged 31
		SP:Iteration 25Q (94706.110000 sec): 3 clusters
  Score: Raw -418760.049562 + Penalty 3944.322601 = -414815.726961
  nChanged 34
		SP:Iteration 26Q (94706.290000 sec): 3 clusters
  Score: Raw -418804.789666 + Penalty 3944.322601 = -414860.467065
  nChanged 37
		SP:Iteration 27Q (94706.470000 sec): 3 clusters
  Score: Raw -418854.796662 + Penalty 3944.322601 = -414910.474061
  nChanged 30
		SP:Iteration 28Q (94706.630000 sec): 3 clusters
  Score: Raw -418890.568614 + Penalty 3944.322601 = -414946.246013
  nChanged 28
		SP:Iteration 29Q (94706.820000 sec): 3 clusters
  Score: Raw -418914.852661 + Penalty 3944.322601 = -414970.530060
  nChanged 16
		SP:Iteration 30Q (94706.970000 sec): 3 clusters
  Score: Raw -418934.548699 + Penalty 3944.322601 = -414990.226098
  nChanged 19
		SP:Iteration 31Q (94707.150000 sec): 3 clusters
  Score: Raw -418948.260809 + Penalty 3944.322601 = -415003.938208
  nChanged 18
		SP:Iteration 32Q (94707.310000 sec): 3 clusters
  Score: Raw -418962.894405 + Penalty 3944.322601 = -415018.571804
  nChanged 16
		SP:Iteration 33Q (94707.490000 sec): 3 clusters
  Score: Raw -418974.355566 + Penalty 3944.322601 = -415030.032965
  nChanged 17
		SP:Iteration 34Q (94707.600000 sec): 3 clusters
  Score: Raw -418986.299413 + Penalty 3944.322601 = -415041.976812
  nChanged 10
		SP:Iteration 35Q (94707.750000 sec): 3 clusters
  Score: Raw -418992.363411 + Penalty 3944.322601 = -415048.040810
  nChanged 4
		SP:Iteration 36Q (94707.890000 sec): 3 clusters
  Score: Raw -418995.677177 + Penalty 3944.322601 = -415051.354576
  nChanged 6
		SP:Iteration 37Q (94708.030000 sec): 3 clusters
  Score: Raw -419000.917836 + Penalty 3944.322601 = -415056.595235
  nChanged 3
		SP:Iteration 38Q (94708.170000 sec): 3 clusters
  Score: Raw -419001.853749 + Penalty 3944.322601 = -415057.531148
  nChanged 2
		SP:Iteration 39Q (94708.310000 sec): 3 clusters
  Score: Raw -419002.228557 + Penalty 3944.322601 = -415057.905956
  nChanged 1
		SP:Iteration 40F (94708.440000 sec): 3 clusters
  Score: Raw -419002.990642 + Penalty 3944.322601 = -415058.668041
  nChanged 1
		SP:Iteration 41Q (94708.650000 sec): 3 clusters
  Score: Raw -419003.130522 + Penalty 3944.322601 = -415058.807921
  nChanged 0
		SP:Iteration 42F (94708.870000 sec): 3 clusters
  Score: Raw -419003.130522 + Penalty 3944.322601 = -415058.807921
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (16568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94709.080000 sec): 2 clusters
  Score: Raw -2658333.330059 + Penalty 2409.376644 = -2655923.953415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94709.400000 sec): 3 clusters
  Score: Raw -2648839.097145 + Penalty 4818.753288 = -2644020.343857
  nChanged 7221
		SP:Iteration 1F (94709.670000 sec): 3 clusters
  Score: Raw -2652717.275852 + Penalty 4818.753288 = -2647898.522564
  nChanged 985
		SP:Iteration 2F (94709.970000 sec): 3 clusters
  Score: Raw -2653121.983911 + Penalty 4818.753288 = -2648303.230623
  nChanged 822
		SP:Iteration 3Q (94710.320000 sec): 3 clusters
  Score: Raw -2653483.963047 + Penalty 4818.753288 = -2648665.209760
  nChanged 776
		SP:Iteration 4Q (94710.660000 sec): 3 clusters
  Score: Raw -2653896.048491 + Penalty 4818.753288 = -2649077.295203
  nChanged 789
		SP:Iteration 5Q (94711.010000 sec): 3 clusters
  Score: Raw -2654358.167550 + Penalty 4818.753288 = -2649539.414262
  nChanged 792
		SP:Iteration 6Q (94711.340000 sec): 3 clusters
  Score: Raw -2654905.029945 + Penalty 4818.753288 = -2650086.276657
  nChanged 816
		SP:Iteration 7Q (94711.670000 sec): 3 clusters
  Score: Raw -2655449.941574 + Penalty 4818.753288 = -2650631.188286
  nChanged 809
		SP:Iteration 8Q (94711.960000 sec): 3 clusters
  Score: Raw -2655963.849028 + Penalty 4818.753288 = -2651145.095740
  nChanged 755
		SP:Iteration 9Q (94712.230000 sec): 3 clusters
  Score: Raw -2656392.858902 + Penalty 4818.753288 = -2651574.105614
  nChanged 665
		SP:Iteration 10Q (94712.510000 sec): 3 clusters
  Score: Raw -2656716.095402 + Penalty 4818.753288 = -2651897.342114
  nChanged 528
		SP:Iteration 11Q (94712.850000 sec): 3 clusters
  Score: Raw -2656917.166640 + Penalty 4818.753288 = -2652098.413352
  nChanged 422
		SP:Iteration 12Q (94713.110000 sec): 3 clusters
  Score: Raw -2657058.198765 + Penalty 4818.753288 = -2652239.445477
  nChanged 327
		SP:Iteration 13Q (94713.480000 sec): 3 clusters
  Score: Raw -2657163.363636 + Penalty 4818.753288 = -2652344.610348
  nChanged 281
		SP:Iteration 14Q (94713.830000 sec): 3 clusters
  Score: Raw -2657245.782037 + Penalty 4818.753288 = -2652427.028749
  nChanged 225
		SP:Iteration 15Q (94714.200000 sec): 3 clusters
  Score: Raw -2657298.747410 + Penalty 4818.753288 = -2652479.994122
  nChanged 174
		SP:Iteration 16Q (94714.480000 sec): 3 clusters
  Score: Raw -2657339.594482 + Penalty 4818.753288 = -2652520.841195
  nChanged 132
		SP:Iteration 17Q (94714.760000 sec): 3 clusters
  Score: Raw -2657363.185632 + Penalty 4818.753288 = -2652544.432344
  nChanged 98
		SP:Iteration 18Q (94715.110000 sec): 3 clusters
  Score: Raw -2657379.270346 + Penalty 4818.753288 = -2652560.517058
  nChanged 74
		SP:Iteration 19Q (94715.440000 sec): 3 clusters
  Score: Raw -2657391.565234 + Penalty 4818.753288 = -2652572.811946
  nChanged 60
		SP:Iteration 20F (94715.730000 sec): 3 clusters
  Score: Raw -2657400.638613 + Penalty 4818.753288 = -2652581.885325
  nChanged 63
		SP:Iteration 21Q (94715.990000 sec): 3 clusters
  Score: Raw -2657410.684480 + Penalty 4818.753288 = -2652591.931192
  nChanged 68
		SP:Iteration 22Q (94716.280000 sec): 3 clusters
  Score: Raw -2657423.172440 + Penalty 4818.753288 = -2652604.419152
  nChanged 75
		SP:Iteration 23Q (94716.590000 sec): 3 clusters
  Score: Raw -2657435.563520 + Penalty 4818.753288 = -2652616.810232
  nChanged 71
		SP:Iteration 24Q (94716.940000 sec): 3 clusters
  Score: Raw -2657447.678948 + Penalty 4818.753288 = -2652628.925660
  nChanged 72
		SP:Iteration 25Q (94717.260000 sec): 3 clusters
  Score: Raw -2657457.954621 + Penalty 4818.753288 = -2652639.201333
  nChanged 68
		SP:Iteration 26Q (94717.590000 sec): 3 clusters
  Score: Raw -2657469.824108 + Penalty 4818.753288 = -2652651.070820
  nChanged 55
		SP:Iteration 27Q (94717.910000 sec): 3 clusters
  Score: Raw -2657480.137952 + Penalty 4818.753288 = -2652661.384664
  nChanged 64
		SP:Iteration 28Q (94718.240000 sec): 3 clusters
  Score: Raw -2657492.859699 + Penalty 4818.753288 = -2652674.106411
  nChanged 74
		SP:Iteration 29Q (94718.440000 sec): 3 clusters
  Score: Raw -2657508.859993 + Penalty 4818.753288 = -2652690.106705
  nChanged 81
		SP:Iteration 30Q (94718.720000 sec): 3 clusters
  Score: Raw -2657528.682107 + Penalty 4818.753288 = -2652709.928819
  nChanged 82
		SP:Iteration 31Q (94719.050000 sec): 3 clusters
  Score: Raw -2657548.979287 + Penalty 4818.753288 = -2652730.225999
  nChanged 104
		SP:Iteration 32Q (94719.380000 sec): 3 clusters
  Score: Raw -2657576.941730 + Penalty 4818.753288 = -2652758.188442
  nChanged 120
		SP:Iteration 33Q (94719.690000 sec): 3 clusters
  Score: Raw -2657608.080316 + Penalty 4818.753288 = -2652789.327028
  nChanged 130
		SP:Iteration 34Q (94719.990000 sec): 3 clusters
  Score: Raw -2657642.658709 + Penalty 4818.753288 = -2652823.905421
  nChanged 128
		SP:Iteration 35Q (94720.340000 sec): 3 clusters
  Score: Raw -2657678.547347 + Penalty 4818.753288 = -2652859.794059
  nChanged 127
		SP:Iteration 36Q (94720.620000 sec): 3 clusters
  Score: Raw -2657710.969597 + Penalty 4818.753288 = -2652892.216309
  nChanged 122
		SP:Iteration 37Q (94720.890000 sec): 3 clusters
  Score: Raw -2657740.999827 + Penalty 4818.753288 = -2652922.246539
  nChanged 120
		SP:Iteration 38Q (94721.160000 sec): 3 clusters
  Score: Raw -2657770.340804 + Penalty 4818.753288 = -2652951.587516
  nChanged 132
		SP:Iteration 39Q (94721.440000 sec): 3 clusters
  Score: Raw -2657808.764519 + Penalty 4818.753288 = -2652990.011231
  nChanged 125
		SP:Iteration 40F (94721.700000 sec): 3 clusters
  Score: Raw -2657842.779666 + Penalty 4818.753288 = -2653024.026378
  nChanged 108
		SP:Iteration 41Q (94722.010000 sec): 3 clusters
  Score: Raw -2657869.781591 + Penalty 4818.753288 = -2653051.028303
  nChanged 104
		SP:Iteration 42Q (94722.340000 sec): 3 clusters
  Score: Raw -2657895.077241 + Penalty 4818.753288 = -2653076.323953
  nChanged 97
		SP:Iteration 43Q (94722.670000 sec): 3 clusters
  Score: Raw -2657916.266983 + Penalty 4818.753288 = -2653097.513695
  nChanged 100
		SP:Iteration 44Q (94723.010000 sec): 3 clusters
  Score: Raw -2657938.066235 + Penalty 4818.753288 = -2653119.312947
  nChanged 90
		SP:Iteration 45Q (94723.320000 sec): 3 clusters
  Score: Raw -2657956.248965 + Penalty 4818.753288 = -2653137.495677
  nChanged 105
		SP:Iteration 46Q (94723.600000 sec): 3 clusters
  Score: Raw -2657979.818835 + Penalty 4818.753288 = -2653161.065547
  nChanged 94
		SP:Iteration 47Q (94723.880000 sec): 3 clusters
  Score: Raw -2657998.551857 + Penalty 4818.753288 = -2653179.798569
  nChanged 82
		SP:Iteration 48Q (94724.150000 sec): 3 clusters
  Score: Raw -2658018.139721 + Penalty 4818.753288 = -2653199.386433
  nChanged 82
		SP:Iteration 49Q (94724.500000 sec): 3 clusters
  Score: Raw -2658036.364214 + Penalty 4818.753288 = -2653217.610926
  nChanged 67
		SP:Iteration 50Q (94724.860000 sec): 3 clusters
  Score: Raw -2658052.322369 + Penalty 4818.753288 = -2653233.569081
  nChanged 82
		SP:Iteration 51Q (94725.150000 sec): 3 clusters
  Score: Raw -2658073.544089 + Penalty 4818.753288 = -2653254.790801
  nChanged 103
		SP:Iteration 52Q (94725.500000 sec): 3 clusters
  Score: Raw -2658101.652270 + Penalty 4818.753288 = -2653282.898982
  nChanged 117
		SP:Iteration 53Q (94725.790000 sec): 3 clusters
  Score: Raw -2658136.579919 + Penalty 4818.753288 = -2653317.826631
  nChanged 116
		SP:Iteration 54Q (94726.090000 sec): 3 clusters
  Score: Raw -2658170.244402 + Penalty 4818.753288 = -2653351.491115
  nChanged 102
		SP:Iteration 55Q (94726.400000 sec): 3 clusters
  Score: Raw -2658197.807116 + Penalty 4818.753288 = -2653379.053828
  nChanged 100
		SP:Iteration 56Q (94726.810000 sec): 3 clusters
  Score: Raw -2658230.822250 + Penalty 4818.753288 = -2653412.068962
  nChanged 107
		SP:Iteration 57Q (94727.130000 sec): 3 clusters
  Score: Raw -2658267.682457 + Penalty 4818.753288 = -2653448.929169
  nChanged 121
		SP:Iteration 58Q (94727.410000 sec): 3 clusters
  Score: Raw -2658305.429631 + Penalty 4818.753288 = -2653486.676343
  nChanged 107
		SP:Iteration 59Q (94727.690000 sec): 3 clusters
  Score: Raw -2658341.148990 + Penalty 4818.753288 = -2653522.395702
  nChanged 117
		SP:Iteration 60F (94727.980000 sec): 3 clusters
  Score: Raw -2658380.285914 + Penalty 4818.753288 = -2653561.532626
  nChanged 112
		SP:Iteration 61Q (94728.260000 sec): 3 clusters
  Score: Raw -2658417.986194 + Penalty 4818.753288 = -2653599.232906
  nChanged 126
		SP:Iteration 62Q (94728.590000 sec): 3 clusters
  Score: Raw -2658462.510362 + Penalty 4818.753288 = -2653643.757074
  nChanged 116
		SP:Iteration 63Q (94728.880000 sec): 3 clusters
  Score: Raw -2658503.639151 + Penalty 4818.753288 = -2653684.885863
  nChanged 105
		SP:Iteration 64Q (94729.190000 sec): 3 clusters
  Score: Raw -2658542.479315 + Penalty 4818.753288 = -2653723.726027
  nChanged 92
		SP:Iteration 65Q (94729.510000 sec): 3 clusters
  Score: Raw -2658577.222913 + Penalty 4818.753288 = -2653758.469625
  nChanged 94
		SP:Iteration 66Q (94729.810000 sec): 3 clusters
  Score: Raw -2658605.636753 + Penalty 4818.753288 = -2653786.883465
  nChanged 81
		SP:Iteration 67Q (94730.110000 sec): 3 clusters
  Score: Raw -2658631.513431 + Penalty 4818.753288 = -2653812.760143
  nChanged 74
		SP:Iteration 68Q (94730.370000 sec): 3 clusters
  Score: Raw -2658655.140950 + Penalty 4818.753288 = -2653836.387662
  nChanged 61
		SP:Iteration 69Q (94730.640000 sec): 3 clusters
  Score: Raw -2658673.831098 + Penalty 4818.753288 = -2653855.077810
  nChanged 51
		SP:Iteration 70Q (94730.920000 sec): 3 clusters
  Score: Raw -2658691.186325 + Penalty 4818.753288 = -2653872.433038
  nChanged 51
		SP:Iteration 71Q (94731.240000 sec): 3 clusters
  Score: Raw -2658710.451459 + Penalty 4818.753288 = -2653891.698172
  nChanged 60
		SP:Iteration 72Q (94731.540000 sec): 3 clusters
  Score: Raw -2658731.243374 + Penalty 4818.753288 = -2653912.490086
  nChanged 51
		SP:Iteration 73Q (94731.810000 sec): 3 clusters
  Score: Raw -2658745.737965 + Penalty 4818.753288 = -2653926.984677
  nChanged 41
		SP:Iteration 74Q (94732.100000 sec): 3 clusters
  Score: Raw -2658758.266838 + Penalty 4818.753288 = -2653939.513550
  nChanged 29
		SP:Iteration 75Q (94732.390000 sec): 3 clusters
  Score: Raw -2658767.785290 + Penalty 4818.753288 = -2653949.032002
  nChanged 28
		SP:Iteration 76Q (94732.690000 sec): 3 clusters
  Score: Raw -2658777.488689 + Penalty 4818.753288 = -2653958.735402
  nChanged 41
		SP:Iteration 77Q (94733.010000 sec): 3 clusters
  Score: Raw -2658791.468127 + Penalty 4818.753288 = -2653972.714839
  nChanged 44
		SP:Iteration 78Q (94733.340000 sec): 3 clusters
  Score: Raw -2658805.983805 + Penalty 4818.753288 = -2653987.230517
  nChanged 45
		SP:Iteration 79Q (94733.630000 sec): 3 clusters
  Score: Raw -2658820.397151 + Penalty 4818.753288 = -2654001.643863
  nChanged 36
		SP:Iteration 80F (94733.940000 sec): 3 clusters
  Score: Raw -2658833.029384 + Penalty 4818.753288 = -2654014.276096
  nChanged 37
		SP:Iteration 81Q (94734.260000 sec): 3 clusters
  Score: Raw -2658845.958814 + Penalty 4818.753288 = -2654027.205526
  nChanged 19
		SP:Iteration 82Q (94734.600000 sec): 3 clusters
  Score: Raw -2658852.400372 + Penalty 4818.753288 = -2654033.647084
  nChanged 21
		SP:Iteration 83Q (94734.900000 sec): 3 clusters
  Score: Raw -2658859.892829 + Penalty 4818.753288 = -2654041.139541
  nChanged 23
		SP:Iteration 84Q (94735.210000 sec): 3 clusters
  Score: Raw -2658868.039012 + Penalty 4818.753288 = -2654049.285724
  nChanged 17
		SP:Iteration 85Q (94735.470000 sec): 3 clusters
  Score: Raw -2658874.622644 + Penalty 4818.753288 = -2654055.869356
  nChanged 27
		SP:Iteration 86Q (94735.740000 sec): 3 clusters
  Score: Raw -2658885.928824 + Penalty 4818.753288 = -2654067.175536
  nChanged 35
		SP:Iteration 87Q (94736.030000 sec): 3 clusters
  Score: Raw -2658899.761995 + Penalty 4818.753288 = -2654081.008707
  nChanged 34
		SP:Iteration 88Q (94736.230000 sec): 3 clusters
  Score: Raw -2658913.994409 + Penalty 4818.753288 = -2654095.241121
  nChanged 31
		SP:Iteration 89Q (94736.500000 sec): 3 clusters
  Score: Raw -2658925.928758 + Penalty 4818.753288 = -2654107.175470
  nChanged 22
		SP:Iteration 90Q (94736.800000 sec): 3 clusters
  Score: Raw -2658933.788850 + Penalty 4818.753288 = -2654115.035562
  nChanged 29
		SP:Iteration 91Q (94737.110000 sec): 3 clusters
  Score: Raw -2658943.464268 + Penalty 4818.753288 = -2654124.710980
  nChanged 21
		SP:Iteration 92Q (94737.340000 sec): 3 clusters
  Score: Raw -2658950.751896 + Penalty 4818.753288 = -2654131.998608
  nChanged 15
		SP:Iteration 93Q (94737.590000 sec): 3 clusters
  Score: Raw -2658955.987135 + Penalty 4818.753288 = -2654137.233847
  nChanged 16
		SP:Iteration 94Q (94737.820000 sec): 3 clusters
  Score: Raw -2658961.113507 + Penalty 4818.753288 = -2654142.360219
  nChanged 20
		SP:Iteration 95Q (94738.070000 sec): 3 clusters
  Score: Raw -2658966.403593 + Penalty 4818.753288 = -2654147.650305
  nChanged 15
		SP:Iteration 96Q (94738.370000 sec): 3 clusters
  Score: Raw -2658971.151003 + Penalty 4818.753288 = -2654152.397715
  nChanged 15
		SP:Iteration 97Q (94738.690000 sec): 3 clusters
  Score: Raw -2658976.250681 + Penalty 4818.753288 = -2654157.497393
  nChanged 11
		SP:Iteration 98Q (94738.990000 sec): 3 clusters
  Score: Raw -2658979.134709 + Penalty 4818.753288 = -2654160.381421
  nChanged 9
		SP:Iteration 99Q (94739.320000 sec): 3 clusters
  Score: Raw -2658981.893024 + Penalty 4818.753288 = -2654163.139736
  nChanged 9
		SP:Iteration 100F (94739.550000 sec): 3 clusters
  Score: Raw -2658984.009117 + Penalty 4818.753288 = -2654165.255829
  nChanged 7
		SP:Iteration 101Q (94739.870000 sec): 3 clusters
  Score: Raw -2658985.875645 + Penalty 4818.753288 = -2654167.122357
  nChanged 6
		SP:Iteration 102Q (94740.140000 sec): 3 clusters
  Score: Raw -2658987.838344 + Penalty 4818.753288 = -2654169.085056
  nChanged 5
		SP:Iteration 103Q (94740.390000 sec): 3 clusters
  Score: Raw -2658989.012031 + Penalty 4818.753288 = -2654170.258743
  nChanged 4
		SP:Iteration 104Q (94740.630000 sec): 3 clusters
  Score: Raw -2658990.001886 + Penalty 4818.753288 = -2654171.248598
  nChanged 1
		SP:Iteration 105Q (94740.840000 sec): 3 clusters
  Score: Raw -2658990.083477 + Penalty 4818.753288 = -2654171.330189
  nChanged 1
		SP:Iteration 106Q (94741.110000 sec): 3 clusters
  Score: Raw -2658990.391916 + Penalty 4818.753288 = -2654171.638628
  nChanged 3
		SP:Iteration 107Q (94741.420000 sec): 3 clusters
  Score: Raw -2658991.268058 + Penalty 4818.753288 = -2654172.514770
  nChanged 3
		SP:Iteration 108Q (94741.670000 sec): 3 clusters
  Score: Raw -2658991.998750 + Penalty 4818.753288 = -2654173.245462
  nChanged 3
		SP:Iteration 109Q (94741.940000 sec): 3 clusters
  Score: Raw -2658993.164319 + Penalty 4818.753288 = -2654174.411031
  nChanged 4
		SP:Iteration 110Q (94742.210000 sec): 3 clusters
  Score: Raw -2658994.473584 + Penalty 4818.753288 = -2654175.720296
  nChanged 6
		SP:Iteration 111Q (94742.490000 sec): 3 clusters
  Score: Raw -2658996.169350 + Penalty 4818.753288 = -2654177.416062
  nChanged 3
		SP:Iteration 112Q (94742.770000 sec): 3 clusters
  Score: Raw -2658996.986493 + Penalty 4818.753288 = -2654178.233205
  nChanged 4
		SP:Iteration 113Q (94743.010000 sec): 3 clusters
  Score: Raw -2658998.055024 + Penalty 4818.753288 = -2654179.301736
  nChanged 1
		SP:Iteration 114Q (94743.260000 sec): 3 clusters
  Score: Raw -2658998.378687 + Penalty 4818.753288 = -2654179.625400
  nChanged 1
		SP:Iteration 115Q (94743.520000 sec): 3 clusters
  Score: Raw -2658998.522520 + Penalty 4818.753288 = -2654179.769232
  nChanged 1
		SP:Iteration 116Q (94743.770000 sec): 3 clusters
  Score: Raw -2658998.689085 + Penalty 4818.753288 = -2654179.935797
  nChanged 0
		SP:Iteration 117F (94744.050000 sec): 3 clusters
  Score: Raw -2658998.689085 + Penalty 4818.753288 = -2654179.935797
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (11100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94744.200000 sec): 2 clusters
  Score: Raw -1676011.552877 + Penalty 2310.045696 = -1673701.507181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94744.460000 sec): 3 clusters
  Score: Raw -1669975.896619 + Penalty 4620.091392 = -1665355.805226
  nChanged 4721
		SP:Iteration 1F (94744.660000 sec): 3 clusters
  Score: Raw -1672767.249033 + Penalty 4620.091392 = -1668147.157641
  nChanged 875
		SP:Iteration 2F (94744.890000 sec): 3 clusters
  Score: Raw -1673334.322451 + Penalty 4620.091392 = -1668714.231059
  nChanged 725
		SP:Iteration 3F (94745.130000 sec): 3 clusters
  Score: Raw -1673817.416382 + Penalty 4620.091392 = -1669197.324989
  nChanged 675
		SP:Iteration 4F (94745.410000 sec): 3 clusters
  Score: Raw -1674250.836821 + Penalty 4620.091392 = -1669630.745429
  nChanged 607
		SP:Iteration 5F (94745.560000 sec): 3 clusters
  Score: Raw -1674621.870978 + Penalty 4620.091392 = -1670001.779586
  nChanged 512
		SP:Iteration 6Q (94745.850000 sec): 3 clusters
  Score: Raw -1674920.116413 + Penalty 4620.091392 = -1670300.025021
  nChanged 451
		SP:Iteration 7Q (94745.990000 sec): 3 clusters
  Score: Raw -1675196.157530 + Penalty 4620.091392 = -1670576.066138
  nChanged 410
		SP:Iteration 8Q (94746.230000 sec): 3 clusters
  Score: Raw -1675447.768810 + Penalty 4620.091392 = -1670827.677418
  nChanged 391
		SP:Iteration 9Q (94746.440000 sec): 3 clusters
  Score: Raw -1675720.646787 + Penalty 4620.091392 = -1671100.555395
  nChanged 350
		SP:Iteration 10Q (94746.680000 sec): 3 clusters
  Score: Raw -1675932.561432 + Penalty 4620.091392 = -1671312.470040
  nChanged 291
		SP:Iteration 11Q (94746.880000 sec): 3 clusters
  Score: Raw -1676064.432121 + Penalty 4620.091392 = -1671444.340729
  nChanged 271
		SP:Iteration 12Q (94747.030000 sec): 3 clusters
  Score: Raw -1676171.384689 + Penalty 4620.091392 = -1671551.293297
  nChanged 211
		SP:Iteration 13Q (94747.350000 sec): 3 clusters
  Score: Raw -1676248.684199 + Penalty 4620.091392 = -1671628.592807
  nChanged 167
		SP:Iteration 14Q (94747.590000 sec): 3 clusters
  Score: Raw -1676307.008458 + Penalty 4620.091392 = -1671686.917066
  nChanged 153
		SP:Iteration 15Q (94747.770000 sec): 3 clusters
  Score: Raw -1676358.199360 + Penalty 4620.091392 = -1671738.107968
  nChanged 152
		SP:Iteration 16Q (94748.040000 sec): 3 clusters
  Score: Raw -1676405.881675 + Penalty 4620.091392 = -1671785.790283
  nChanged 118
		SP:Iteration 17Q (94748.270000 sec): 3 clusters
  Score: Raw -1676436.054240 + Penalty 4620.091392 = -1671815.962848
  nChanged 103
		SP:Iteration 18Q (94748.490000 sec): 3 clusters
  Score: Raw -1676467.232524 + Penalty 4620.091392 = -1671847.141132
  nChanged 85
		SP:Iteration 19Q (94748.760000 sec): 3 clusters
  Score: Raw -1676486.845377 + Penalty 4620.091392 = -1671866.753985
  nChanged 79
		SP:Iteration 20F (94748.990000 sec): 3 clusters
  Score: Raw -1676504.905291 + Penalty 4620.091392 = -1671884.813899
  nChanged 59
		SP:Iteration 21Q (94749.260000 sec): 3 clusters
  Score: Raw -1676517.354556 + Penalty 4620.091392 = -1671897.263164
  nChanged 55
		SP:Iteration 22Q (94749.490000 sec): 3 clusters
  Score: Raw -1676529.132243 + Penalty 4620.091392 = -1671909.040851
  nChanged 57
		SP:Iteration 23Q (94749.760000 sec): 3 clusters
  Score: Raw -1676540.216191 + Penalty 4620.091392 = -1671920.124799
  nChanged 42
		SP:Iteration 24Q (94749.980000 sec): 3 clusters
  Score: Raw -1676548.805675 + Penalty 4620.091392 = -1671928.714283
  nChanged 55
		SP:Iteration 25Q (94750.250000 sec): 3 clusters
  Score: Raw -1676559.297854 + Penalty 4620.091392 = -1671939.206462
  nChanged 42
		SP:Iteration 26Q (94750.480000 sec): 3 clusters
  Score: Raw -1676566.638882 + Penalty 4620.091392 = -1671946.547490
  nChanged 47
		SP:Iteration 27Q (94750.750000 sec): 3 clusters
  Score: Raw -1676577.155933 + Penalty 4620.091392 = -1671957.064541
  nChanged 56
		SP:Iteration 28Q (94751.020000 sec): 3 clusters
  Score: Raw -1676588.205933 + Penalty 4620.091392 = -1671968.114541
  nChanged 44
		SP:Iteration 29Q (94751.250000 sec): 3 clusters
  Score: Raw -1676595.365325 + Penalty 4620.091392 = -1671975.273933
  nChanged 30
		SP:Iteration 30Q (94751.470000 sec): 3 clusters
  Score: Raw -1676600.308092 + Penalty 4620.091392 = -1671980.216699
  nChanged 19
		SP:Iteration 31Q (94751.750000 sec): 3 clusters
  Score: Raw -1676603.270050 + Penalty 4620.091392 = -1671983.178658
  nChanged 16
		SP:Iteration 32Q (94751.970000 sec): 3 clusters
  Score: Raw -1676605.587447 + Penalty 4620.091392 = -1671985.496055
  nChanged 13
		SP:Iteration 33Q (94752.250000 sec): 3 clusters
  Score: Raw -1676607.780336 + Penalty 4620.091392 = -1671987.688944
  nChanged 12
		SP:Iteration 34Q (94752.480000 sec): 3 clusters
  Score: Raw -1676610.194835 + Penalty 4620.091392 = -1671990.103443
  nChanged 14
		SP:Iteration 35Q (94752.740000 sec): 3 clusters
  Score: Raw -1676611.946482 + Penalty 4620.091392 = -1671991.855090
  nChanged 14
		SP:Iteration 36Q (94752.970000 sec): 3 clusters
  Score: Raw -1676614.055128 + Penalty 4620.091392 = -1671993.963736
  nChanged 15
		SP:Iteration 37Q (94753.240000 sec): 3 clusters
  Score: Raw -1676615.511847 + Penalty 4620.091392 = -1671995.420455
  nChanged 6
		SP:Iteration 38Q (94753.510000 sec): 3 clusters
  Score: Raw -1676615.995057 + Penalty 4620.091392 = -1671995.903665
  nChanged 7
		SP:Iteration 39Q (94753.740000 sec): 3 clusters
  Score: Raw -1676616.712931 + Penalty 4620.091392 = -1671996.621539
  nChanged 4
		SP:Iteration 40F (94753.960000 sec): 3 clusters
  Score: Raw -1676617.176038 + Penalty 4620.091392 = -1671997.084646
  nChanged 4
		SP:Iteration 41Q (94754.230000 sec): 3 clusters
  Score: Raw -1676617.622490 + Penalty 4620.091392 = -1671997.531098
  nChanged 0
		SP:Iteration 42F (94754.460000 sec): 3 clusters
  Score: Raw -1676617.622490 + Penalty 4620.091392 = -1671997.531098
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (2539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94754.540000 sec): 2 clusters
  Score: Raw -381734.201504 + Penalty 1944.202344 = -379789.999160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94754.720000 sec): 3 clusters
  Score: Raw -380672.806203 + Penalty 3888.404689 = -376784.401515
  nChanged 879
		SP:Iteration 1F (94754.890000 sec): 3 clusters
  Score: Raw -381276.453314 + Penalty 3888.404689 = -377388.048626
  nChanged 214
		SP:Iteration 2F (94755.070000 sec): 3 clusters
  Score: Raw -381477.474907 + Penalty 3888.404689 = -377589.070218
  nChanged 138
		SP:Iteration 3F (94755.240000 sec): 3 clusters
  Score: Raw -381642.296129 + Penalty 3888.404689 = -377753.891441
  nChanged 126
		SP:Iteration 4Q (94755.420000 sec): 3 clusters
  Score: Raw -381766.692641 + Penalty 3888.404689 = -377878.287953
  nChanged 96
		SP:Iteration 5Q (94755.600000 sec): 3 clusters
  Score: Raw -381856.093251 + Penalty 3888.404689 = -377967.688562
  nChanged 73
		SP:Iteration 6Q (94755.770000 sec): 3 clusters
  Score: Raw -381934.363108 + Penalty 3888.404689 = -378045.958419
  nChanged 99
		SP:Iteration 7Q (94755.940000 sec): 3 clusters
  Score: Raw -382026.499987 + Penalty 3888.404689 = -378138.095298
  nChanged 84
		SP:Iteration 8Q (94756.120000 sec): 3 clusters
  Score: Raw -382100.047443 + Penalty 3888.404689 = -378211.642755
  nChanged 65
		SP:Iteration 9Q (94756.300000 sec): 3 clusters
  Score: Raw -382148.725626 + Penalty 3888.404689 = -378260.320938
  nChanged 54
		SP:Iteration 10Q (94756.470000 sec): 3 clusters
  Score: Raw -382190.334383 + Penalty 3888.404689 = -378301.929694
  nChanged 55
		SP:Iteration 11Q (94756.650000 sec): 3 clusters
  Score: Raw -382224.534671 + Penalty 3888.404689 = -378336.129983
  nChanged 33
		SP:Iteration 12Q (94756.820000 sec): 3 clusters
  Score: Raw -382242.816941 + Penalty 3888.404689 = -378354.412252
  nChanged 20
		SP:Iteration 13Q (94757.000000 sec): 3 clusters
  Score: Raw -382253.617880 + Penalty 3888.404689 = -378365.213191
  nChanged 16
		SP:Iteration 14Q (94757.180000 sec): 3 clusters
  Score: Raw -382262.075608 + Penalty 3888.404689 = -378373.670920
  nChanged 17
		SP:Iteration 15Q (94757.350000 sec): 3 clusters
  Score: Raw -382272.054145 + Penalty 3888.404689 = -378383.649456
  nChanged 24
		SP:Iteration 16Q (94757.530000 sec): 3 clusters
  Score: Raw -382288.047922 + Penalty 3888.404689 = -378399.643234
  nChanged 20
		SP:Iteration 17Q (94757.700000 sec): 3 clusters
  Score: Raw -382301.520578 + Penalty 3888.404689 = -378413.115889
  nChanged 16
		SP:Iteration 18Q (94757.880000 sec): 3 clusters
  Score: Raw -382311.647646 + Penalty 3888.404689 = -378423.242957
  nChanged 16
		SP:Iteration 19Q (94758.060000 sec): 3 clusters
  Score: Raw -382321.710442 + Penalty 3888.404689 = -378433.305753
  nChanged 13
		SP:Iteration 20F (94758.230000 sec): 3 clusters
  Score: Raw -382327.466147 + Penalty 3888.404689 = -378439.061458
  nChanged 8
		SP:Iteration 21Q (94758.410000 sec): 3 clusters
  Score: Raw -382332.900888 + Penalty 3888.404689 = -378444.496199
  nChanged 2
		SP:Iteration 22Q (94758.580000 sec): 3 clusters
  Score: Raw -382333.822238 + Penalty 3888.404689 = -378445.417549
  nChanged 3
		SP:Iteration 23Q (94758.760000 sec): 3 clusters
  Score: Raw -382335.224372 + Penalty 3888.404689 = -378446.819683
  nChanged 5
		SP:Iteration 24Q (94758.960000 sec): 3 clusters
  Score: Raw -382337.854893 + Penalty 3888.404689 = -378449.450205
  nChanged 6
		SP:Iteration 25Q (94759.100000 sec): 3 clusters
  Score: Raw -382341.471679 + Penalty 3888.404689 = -378453.066991
  nChanged 10
		SP:Iteration 26Q (94759.240000 sec): 3 clusters
  Score: Raw -382348.677223 + Penalty 3888.404689 = -378460.272534
  nChanged 10
		SP:Iteration 27Q (94759.400000 sec): 3 clusters
  Score: Raw -382353.366498 + Penalty 3888.404689 = -378464.961809
  nChanged 7
		SP:Iteration 28Q (94759.560000 sec): 3 clusters
  Score: Raw -382358.544926 + Penalty 3888.404689 = -378470.140238
  nChanged 3
		SP:Iteration 29Q (94759.740000 sec): 3 clusters
  Score: Raw -382361.738026 + Penalty 3888.404689 = -378473.333337
  nChanged 4
		SP:Iteration 30Q (94759.920000 sec): 3 clusters
  Score: Raw -382365.983383 + Penalty 3888.404689 = -378477.578694
  nChanged 8
		SP:Iteration 31Q (94760.090000 sec): 3 clusters
  Score: Raw -382376.292508 + Penalty 3888.404689 = -378487.887820
  nChanged 10
		SP:Iteration 32Q (94760.270000 sec): 3 clusters
  Score: Raw -382385.337604 + Penalty 3888.404689 = -378496.932915
  nChanged 8
		SP:Iteration 33Q (94760.440000 sec): 3 clusters
  Score: Raw -382389.443448 + Penalty 3888.404689 = -378501.038759
  nChanged 9
		SP:Iteration 34Q (94760.620000 sec): 3 clusters
  Score: Raw -382395.407671 + Penalty 3888.404689 = -378507.002983
  nChanged 6
		SP:Iteration 35Q (94760.800000 sec): 3 clusters
  Score: Raw -382399.114112 + Penalty 3888.404689 = -378510.709424
  nChanged 6
		SP:Iteration 36Q (94760.970000 sec): 3 clusters
  Score: Raw -382404.235932 + Penalty 3888.404689 = -378515.831244
  nChanged 9
		SP:Iteration 37Q (94761.150000 sec): 3 clusters
  Score: Raw -382410.305684 + Penalty 3888.404689 = -378521.900996
  nChanged 9
		SP:Iteration 38Q (94761.320000 sec): 3 clusters
  Score: Raw -382416.150512 + Penalty 3888.404689 = -378527.745824
  nChanged 9
		SP:Iteration 39Q (94761.500000 sec): 3 clusters
  Score: Raw -382420.441455 + Penalty 3888.404689 = -378532.036767
  nChanged 2
		SP:Iteration 40F (94761.670000 sec): 3 clusters
  Score: Raw -382421.482107 + Penalty 3888.404689 = -378533.077419
  nChanged 1
		SP:Iteration 41Q (94761.850000 sec): 3 clusters
  Score: Raw -382421.891982 + Penalty 3888.404689 = -378533.487294
  nChanged 1
		SP:Iteration 42Q (94762.020000 sec): 3 clusters
  Score: Raw -382422.199629 + Penalty 3888.404689 = -378533.794941
  nChanged 0
		SP:Iteration 43F (94762.200000 sec): 3 clusters
  Score: Raw -382422.199629 + Penalty 3888.404689 = -378533.794941
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (2468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94762.290000 sec): 2 clusters
  Score: Raw -364858.641151 + Penalty 1937.168519 = -362921.472631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94762.460000 sec): 3 clusters
  Score: Raw -363954.732009 + Penalty 3874.337039 = -360080.394970
  nChanged 825
		SP:Iteration 1F (94762.600000 sec): 3 clusters
  Score: Raw -364588.780991 + Penalty 3874.337039 = -360714.443952
  nChanged 187
		SP:Iteration 2F (94762.770000 sec): 3 clusters
  Score: Raw -364727.677538 + Penalty 3874.337039 = -360853.340499
  nChanged 128
		SP:Iteration 3F (94762.950000 sec): 3 clusters
  Score: Raw -364846.945968 + Penalty 3874.337039 = -360972.608929
  nChanged 118
		SP:Iteration 4Q (94763.120000 sec): 3 clusters
  Score: Raw -364969.440052 + Penalty 3874.337039 = -361095.103013
  nChanged 113
		SP:Iteration 5Q (94763.300000 sec): 3 clusters
  Score: Raw -365080.963041 + Penalty 3874.337039 = -361206.626002
  nChanged 94
		SP:Iteration 6Q (94763.480000 sec): 3 clusters
  Score: Raw -365176.826430 + Penalty 3874.337039 = -361302.489391
  nChanged 74
		SP:Iteration 7Q (94763.630000 sec): 3 clusters
  Score: Raw -365261.488939 + Penalty 3874.337039 = -361387.151900
  nChanged 73
		SP:Iteration 8Q (94763.830000 sec): 3 clusters
  Score: Raw -365349.032233 + Penalty 3874.337039 = -361474.695194
  nChanged 69
		SP:Iteration 9Q (94764.000000 sec): 3 clusters
  Score: Raw -365435.079645 + Penalty 3874.337039 = -361560.742606
  nChanged 62
		SP:Iteration 10Q (94764.180000 sec): 3 clusters
  Score: Raw -365505.086761 + Penalty 3874.337039 = -361630.749722
  nChanged 53
		SP:Iteration 11Q (94764.360000 sec): 3 clusters
  Score: Raw -365555.633034 + Penalty 3874.337039 = -361681.295995
  nChanged 35
		SP:Iteration 12Q (94764.530000 sec): 3 clusters
  Score: Raw -365606.749556 + Penalty 3874.337039 = -361732.412517
  nChanged 30
		SP:Iteration 13Q (94764.710000 sec): 3 clusters
  Score: Raw -365662.720664 + Penalty 3874.337039 = -361788.383625
  nChanged 32
		SP:Iteration 14Q (94764.880000 sec): 3 clusters
  Score: Raw -365711.471984 + Penalty 3874.337039 = -361837.134945
  nChanged 18
		SP:Iteration 15Q (94765.060000 sec): 3 clusters
  Score: Raw -365726.295704 + Penalty 3874.337039 = -361851.958665
  nChanged 9
		SP:Iteration 16Q (94765.240000 sec): 3 clusters
  Score: Raw -365732.074261 + Penalty 3874.337039 = -361857.737222
  nChanged 9
		SP:Iteration 17Q (94765.410000 sec): 3 clusters
  Score: Raw -365738.058758 + Penalty 3874.337039 = -361863.721719
  nChanged 6
		SP:Iteration 18Q (94765.590000 sec): 3 clusters
  Score: Raw -365741.752638 + Penalty 3874.337039 = -361867.415599
  nChanged 4
		SP:Iteration 19Q (94765.760000 sec): 3 clusters
  Score: Raw -365744.434426 + Penalty 3874.337039 = -361870.097387
  nChanged 3
		SP:Iteration 20F (94765.940000 sec): 3 clusters
  Score: Raw -365746.869449 + Penalty 3874.337039 = -361872.532410
  nChanged 5
		SP:Iteration 21Q (94766.120000 sec): 3 clusters
  Score: Raw -365750.741729 + Penalty 3874.337039 = -361876.404690
  nChanged 5
		SP:Iteration 22Q (94766.290000 sec): 3 clusters
  Score: Raw -365754.197107 + Penalty 3874.337039 = -361879.860068
  nChanged 4
		SP:Iteration 23Q (94766.480000 sec): 3 clusters
  Score: Raw -365756.993725 + Penalty 3874.337039 = -361882.656686
  nChanged 5
		SP:Iteration 24Q (94766.640000 sec): 3 clusters
  Score: Raw -365760.684600 + Penalty 3874.337039 = -361886.347561
  nChanged 6
		SP:Iteration 25Q (94766.820000 sec): 3 clusters
  Score: Raw -365766.210563 + Penalty 3874.337039 = -361891.873524
  nChanged 5
		SP:Iteration 26Q (94767.000000 sec): 3 clusters
  Score: Raw -365770.680710 + Penalty 3874.337039 = -361896.343671
  nChanged 2
		SP:Iteration 27Q (94767.170000 sec): 3 clusters
  Score: Raw -365771.897644 + Penalty 3874.337039 = -361897.560605
  nChanged 2
		SP:Iteration 28Q (94767.340000 sec): 3 clusters
  Score: Raw -365773.739743 + Penalty 3874.337039 = -361899.402704
  nChanged 2
		SP:Iteration 29Q (94767.520000 sec): 3 clusters
  Score: Raw -365775.896514 + Penalty 3874.337039 = -361901.559475
  nChanged 7
		SP:Iteration 30Q (94767.700000 sec): 3 clusters
  Score: Raw -365782.582779 + Penalty 3874.337039 = -361908.245740
  nChanged 4
		SP:Iteration 31Q (94767.890000 sec): 3 clusters
  Score: Raw -365785.335070 + Penalty 3874.337039 = -361910.998031
  nChanged 3
		SP:Iteration 32Q (94768.050000 sec): 3 clusters
  Score: Raw -365786.260627 + Penalty 3874.337039 = -361911.923588
  nChanged 0
		SP:Iteration 33F (94768.220000 sec): 3 clusters
  Score: Raw -365786.260627 + Penalty 3874.337039 = -361911.923588
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (18817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94768.420000 sec): 2 clusters
  Score: Raw -3029721.699818 + Penalty 2440.943967 = -3027280.755851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94768.780000 sec): 3 clusters
  Score: Raw -3018845.854480 + Penalty 4881.887934 = -3013963.966546
  nChanged 8253
		SP:Iteration 1F (94769.130000 sec): 3 clusters
  Score: Raw -3023318.579423 + Penalty 4881.887934 = -3018436.691490
  nChanged 1073
		SP:Iteration 2F (94769.480000 sec): 3 clusters
  Score: Raw -3023748.108150 + Penalty 4881.887934 = -3018866.220216
  nChanged 914
		SP:Iteration 3Q (94769.820000 sec): 3 clusters
  Score: Raw -3024107.312949 + Penalty 4881.887934 = -3019225.425015
  nChanged 871
		SP:Iteration 4Q (94770.180000 sec): 3 clusters
  Score: Raw -3024465.486047 + Penalty 4881.887934 = -3019583.598114
  nChanged 875
		SP:Iteration 5Q (94770.530000 sec): 3 clusters
  Score: Raw -3024857.062963 + Penalty 4881.887934 = -3019975.175029
  nChanged 915
		SP:Iteration 6Q (94770.890000 sec): 3 clusters
  Score: Raw -3025300.978627 + Penalty 4881.887934 = -3020419.090693
  nChanged 940
		SP:Iteration 7Q (94771.240000 sec): 3 clusters
  Score: Raw -3025789.552795 + Penalty 4881.887934 = -3020907.664861
  nChanged 933
		SP:Iteration 8Q (94771.550000 sec): 3 clusters
  Score: Raw -3026281.191937 + Penalty 4881.887934 = -3021399.304003
  nChanged 877
		SP:Iteration 9Q (94771.860000 sec): 3 clusters
  Score: Raw -3026715.807728 + Penalty 4881.887934 = -3021833.919795
  nChanged 766
		SP:Iteration 10Q (94772.220000 sec): 3 clusters
  Score: Raw -3027066.104535 + Penalty 4881.887934 = -3022184.216601
  nChanged 663
		SP:Iteration 11Q (94772.560000 sec): 3 clusters
  Score: Raw -3027346.854460 + Penalty 4881.887934 = -3022464.966527
  nChanged 516
		SP:Iteration 12Q (94772.870000 sec): 3 clusters
  Score: Raw -3027558.601586 + Penalty 4881.887934 = -3022676.713652
  nChanged 453
		SP:Iteration 13Q (94773.210000 sec): 3 clusters
  Score: Raw -3027733.563699 + Penalty 4881.887934 = -3022851.675766
  nChanged 398
		SP:Iteration 14Q (94773.530000 sec): 3 clusters
  Score: Raw -3027876.834698 + Penalty 4881.887934 = -3022994.946764
  nChanged 359
		SP:Iteration 15Q (94773.890000 sec): 3 clusters
  Score: Raw -3028003.483185 + Penalty 4881.887934 = -3023121.595252
  nChanged 383
		SP:Iteration 16Q (94774.180000 sec): 3 clusters
  Score: Raw -3028131.342282 + Penalty 4881.887934 = -3023249.454348
  nChanged 340
		SP:Iteration 17Q (94774.470000 sec): 3 clusters
  Score: Raw -3028245.895890 + Penalty 4881.887934 = -3023364.007956
  nChanged 342
		SP:Iteration 18Q (94774.820000 sec): 3 clusters
  Score: Raw -3028358.257051 + Penalty 4881.887934 = -3023476.369117
  nChanged 345
		SP:Iteration 19Q (94775.170000 sec): 3 clusters
  Score: Raw -3028476.378028 + Penalty 4881.887934 = -3023594.490094
  nChanged 369
		SP:Iteration 20F (94775.460000 sec): 3 clusters
  Score: Raw -3028596.859279 + Penalty 4881.887934 = -3023714.971345
  nChanged 359
		SP:Iteration 21Q (94775.800000 sec): 3 clusters
  Score: Raw -3028714.879159 + Penalty 4881.887934 = -3023832.991225
  nChanged 392
		SP:Iteration 22Q (94776.140000 sec): 3 clusters
  Score: Raw -3028842.359154 + Penalty 4881.887934 = -3023960.471221
  nChanged 379
		SP:Iteration 23Q (94776.440000 sec): 3 clusters
  Score: Raw -3028963.899607 + Penalty 4881.887934 = -3024082.011673
  nChanged 364
		SP:Iteration 24Q (94776.810000 sec): 3 clusters
  Score: Raw -3029073.838598 + Penalty 4881.887934 = -3024191.950665
  nChanged 331
		SP:Iteration 25Q (94777.070000 sec): 3 clusters
  Score: Raw -3029175.162156 + Penalty 4881.887934 = -3024293.274222
  nChanged 363
		SP:Iteration 26Q (94777.350000 sec): 3 clusters
  Score: Raw -3029288.699497 + Penalty 4881.887934 = -3024406.811563
  nChanged 370
		SP:Iteration 27Q (94777.670000 sec): 3 clusters
  Score: Raw -3029411.411887 + Penalty 4881.887934 = -3024529.523953
  nChanged 354
		SP:Iteration 28Q (94777.950000 sec): 3 clusters
  Score: Raw -3029522.576241 + Penalty 4881.887934 = -3024640.688307
  nChanged 337
		SP:Iteration 29Q (94778.210000 sec): 3 clusters
  Score: Raw -3029626.942873 + Penalty 4881.887934 = -3024745.054939
  nChanged 314
		SP:Iteration 30Q (94778.530000 sec): 3 clusters
  Score: Raw -3029722.761592 + Penalty 4881.887934 = -3024840.873658
  nChanged 316
		SP:Iteration 31Q (94778.760000 sec): 3 clusters
  Score: Raw -3029821.192963 + Penalty 4881.887934 = -3024939.305029
  nChanged 299
		SP:Iteration 32Q (94779.120000 sec): 3 clusters
  Score: Raw -3029920.512546 + Penalty 4881.887934 = -3025038.624612
  nChanged 285
		SP:Iteration 33Q (94779.420000 sec): 3 clusters
  Score: Raw -3030013.135935 + Penalty 4881.887934 = -3025131.248001
  nChanged 270
		SP:Iteration 34Q (94779.760000 sec): 3 clusters
  Score: Raw -3030093.383715 + Penalty 4881.887934 = -3025211.495781
  nChanged 247
		SP:Iteration 35Q (94780.080000 sec): 3 clusters
  Score: Raw -3030166.806586 + Penalty 4881.887934 = -3025284.918652
  nChanged 190
		SP:Iteration 36Q (94780.410000 sec): 3 clusters
  Score: Raw -3030220.132043 + Penalty 4881.887934 = -3025338.244109
  nChanged 168
		SP:Iteration 37Q (94780.690000 sec): 3 clusters
  Score: Raw -3030263.054699 + Penalty 4881.887934 = -3025381.166765
  nChanged 138
		SP:Iteration 38Q (94780.940000 sec): 3 clusters
  Score: Raw -3030299.409998 + Penalty 4881.887934 = -3025417.522064
  nChanged 123
		SP:Iteration 39Q (94781.310000 sec): 3 clusters
  Score: Raw -3030332.634167 + Penalty 4881.887934 = -3025450.746233
  nChanged 102
		SP:Iteration 40F (94781.620000 sec): 3 clusters
  Score: Raw -3030355.500342 + Penalty 4881.887934 = -3025473.612408
  nChanged 81
		SP:Iteration 41Q (94781.920000 sec): 3 clusters
  Score: Raw -3030371.541499 + Penalty 4881.887934 = -3025489.653565
  nChanged 71
		SP:Iteration 42Q (94782.310000 sec): 3 clusters
  Score: Raw -3030385.460906 + Penalty 4881.887934 = -3025503.572972
  nChanged 76
		SP:Iteration 43Q (94782.600000 sec): 3 clusters
  Score: Raw -3030402.037393 + Penalty 4881.887934 = -3025520.149459
  nChanged 69
		SP:Iteration 44Q (94782.960000 sec): 3 clusters
  Score: Raw -3030416.753390 + Penalty 4881.887934 = -3025534.865456
  nChanged 52
		SP:Iteration 45Q (94783.250000 sec): 3 clusters
  Score: Raw -3030426.148291 + Penalty 4881.887934 = -3025544.260357
  nChanged 50
		SP:Iteration 46Q (94783.550000 sec): 3 clusters
  Score: Raw -3030435.005623 + Penalty 4881.887934 = -3025553.117689
  nChanged 32
		SP:Iteration 47Q (94783.890000 sec): 3 clusters
  Score: Raw -3030441.385700 + Penalty 4881.887934 = -3025559.497767
  nChanged 35
		SP:Iteration 48Q (94784.290000 sec): 3 clusters
  Score: Raw -3030449.346696 + Penalty 4881.887934 = -3025567.458762
  nChanged 34
		SP:Iteration 49Q (94784.560000 sec): 3 clusters
  Score: Raw -3030455.386486 + Penalty 4881.887934 = -3025573.498552
  nChanged 28
		SP:Iteration 50Q (94784.880000 sec): 3 clusters
  Score: Raw -3030461.066457 + Penalty 4881.887934 = -3025579.178523
  nChanged 24
		SP:Iteration 51Q (94785.200000 sec): 3 clusters
  Score: Raw -3030465.362516 + Penalty 4881.887934 = -3025583.474582
  nChanged 23
		SP:Iteration 52Q (94785.480000 sec): 3 clusters
  Score: Raw -3030470.034448 + Penalty 4881.887934 = -3025588.146514
  nChanged 21
		SP:Iteration 53Q (94785.800000 sec): 3 clusters
  Score: Raw -3030474.318241 + Penalty 4881.887934 = -3025592.430307
  nChanged 20
		SP:Iteration 54Q (94786.140000 sec): 3 clusters
  Score: Raw -3030477.979830 + Penalty 4881.887934 = -3025596.091896
  nChanged 18
		SP:Iteration 55Q (94786.430000 sec): 3 clusters
  Score: Raw -3030480.990074 + Penalty 4881.887934 = -3025599.102141
  nChanged 17
		SP:Iteration 56Q (94786.780000 sec): 3 clusters
  Score: Raw -3030483.861715 + Penalty 4881.887934 = -3025601.973781
  nChanged 18
		SP:Iteration 57Q (94787.080000 sec): 3 clusters
  Score: Raw -3030487.514633 + Penalty 4881.887934 = -3025605.626699
  nChanged 16
		SP:Iteration 58Q (94787.420000 sec): 3 clusters
  Score: Raw -3030489.799202 + Penalty 4881.887934 = -3025607.911269
  nChanged 8
		SP:Iteration 59Q (94787.690000 sec): 3 clusters
  Score: Raw -3030491.243770 + Penalty 4881.887934 = -3025609.355837
  nChanged 14
		SP:Iteration 60F (94788.020000 sec): 3 clusters
  Score: Raw -3030493.750274 + Penalty 4881.887934 = -3025611.862340
  nChanged 12
		SP:Iteration 61Q (94788.370000 sec): 3 clusters
  Score: Raw -3030495.901142 + Penalty 4881.887934 = -3025614.013208
  nChanged 15
		SP:Iteration 62Q (94788.650000 sec): 3 clusters
  Score: Raw -3030498.159587 + Penalty 4881.887934 = -3025616.271653
  nChanged 17
		SP:Iteration 63Q (94788.990000 sec): 3 clusters
  Score: Raw -3030501.226311 + Penalty 4881.887934 = -3025619.338377
  nChanged 14
		SP:Iteration 64Q (94789.250000 sec): 3 clusters
  Score: Raw -3030503.569368 + Penalty 4881.887934 = -3025621.681434
  nChanged 16
		SP:Iteration 65Q (94789.570000 sec): 3 clusters
  Score: Raw -3030505.834945 + Penalty 4881.887934 = -3025623.947012
  nChanged 10
		SP:Iteration 66Q (94789.790000 sec): 3 clusters
  Score: Raw -3030507.538239 + Penalty 4881.887934 = -3025625.650305
  nChanged 8
		SP:Iteration 67Q (94790.050000 sec): 3 clusters
  Score: Raw -3030508.945997 + Penalty 4881.887934 = -3025627.058063
  nChanged 8
		SP:Iteration 68Q (94790.320000 sec): 3 clusters
  Score: Raw -3030510.476069 + Penalty 4881.887934 = -3025628.588135
  nChanged 5
		SP:Iteration 69Q (94790.620000 sec): 3 clusters
  Score: Raw -3030511.117960 + Penalty 4881.887934 = -3025629.230026
  nChanged 2
		SP:Iteration 70Q (94790.880000 sec): 3 clusters
  Score: Raw -3030511.445060 + Penalty 4881.887934 = -3025629.557126
  nChanged 4
		SP:Iteration 71Q (94791.230000 sec): 3 clusters
  Score: Raw -3030512.083668 + Penalty 4881.887934 = -3025630.195734
  nChanged 3
		SP:Iteration 72Q (94791.520000 sec): 3 clusters
  Score: Raw -3030512.466435 + Penalty 4881.887934 = -3025630.578502
  nChanged 3
		SP:Iteration 73Q (94791.900000 sec): 3 clusters
  Score: Raw -3030513.045960 + Penalty 4881.887934 = -3025631.158026
  nChanged 6
		SP:Iteration 74Q (94792.220000 sec): 3 clusters
  Score: Raw -3030513.952462 + Penalty 4881.887934 = -3025632.064529
  nChanged 2
		SP:Iteration 75Q (94792.600000 sec): 3 clusters
  Score: Raw -3030514.225858 + Penalty 4881.887934 = -3025632.337925
  nChanged 5
		SP:Iteration 76Q (94792.930000 sec): 3 clusters
  Score: Raw -3030515.052625 + Penalty 4881.887934 = -3025633.164692
  nChanged 6
		SP:Iteration 77Q (94793.260000 sec): 3 clusters
  Score: Raw -3030515.983513 + Penalty 4881.887934 = -3025634.095579
  nChanged 5
		SP:Iteration 78Q (94793.580000 sec): 3 clusters
  Score: Raw -3030516.750466 + Penalty 4881.887934 = -3025634.862533
  nChanged 7
		SP:Iteration 79Q (94793.870000 sec): 3 clusters
  Score: Raw -3030517.883867 + Penalty 4881.887934 = -3025635.995933
  nChanged 5
		SP:Iteration 80F (94794.170000 sec): 3 clusters
  Score: Raw -3030518.768800 + Penalty 4881.887934 = -3025636.880866
  nChanged 2
		SP:Iteration 81Q (94794.510000 sec): 3 clusters
  Score: Raw -3030519.072318 + Penalty 4881.887934 = -3025637.184384
  nChanged 1
		SP:Iteration 82Q (94794.790000 sec): 3 clusters
  Score: Raw -3030519.221401 + Penalty 4881.887934 = -3025637.333467
  nChanged 2
		SP:Iteration 83Q (94795.140000 sec): 3 clusters
  Score: Raw -3030519.545578 + Penalty 4881.887934 = -3025637.657644
  nChanged 0
		SP:Iteration 84F (94795.480000 sec): 3 clusters
  Score: Raw -3030519.545578 + Penalty 4881.887934 = -3025637.657644
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (8364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94795.610000 sec): 2 clusters
  Score: Raw -1334914.303057 + Penalty 2239.859631 = -1332674.443426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94795.860000 sec): 3 clusters
  Score: Raw -1330550.424664 + Penalty 4479.719262 = -1326070.705402
  nChanged 3410
		SP:Iteration 1F (94796.120000 sec): 3 clusters
  Score: Raw -1332380.425607 + Penalty 4479.719262 = -1327900.706345
  nChanged 569
		SP:Iteration 2F (94796.300000 sec): 3 clusters
  Score: Raw -1332673.703638 + Penalty 4479.719262 = -1328193.984376
  nChanged 433
		SP:Iteration 3F (94796.510000 sec): 3 clusters
  Score: Raw -1332866.474472 + Penalty 4479.719262 = -1328386.755210
  nChanged 321
		SP:Iteration 4Q (94796.680000 sec): 3 clusters
  Score: Raw -1333003.709202 + Penalty 4479.719262 = -1328523.989940
  nChanged 269
		SP:Iteration 5Q (94796.880000 sec): 3 clusters
  Score: Raw -1333118.658158 + Penalty 4479.719262 = -1328638.938896
  nChanged 264
		SP:Iteration 6Q (94797.100000 sec): 3 clusters
  Score: Raw -1333225.983563 + Penalty 4479.719262 = -1328746.264301
  nChanged 217
		SP:Iteration 7Q (94797.380000 sec): 3 clusters
  Score: Raw -1333313.454227 + Penalty 4479.719262 = -1328833.734965
  nChanged 222
		SP:Iteration 8Q (94797.580000 sec): 3 clusters
  Score: Raw -1333412.906554 + Penalty 4479.719262 = -1328933.187292
  nChanged 232
		SP:Iteration 9Q (94797.770000 sec): 3 clusters
  Score: Raw -1333525.282987 + Penalty 4479.719262 = -1329045.563725
  nChanged 224
		SP:Iteration 10Q (94797.980000 sec): 3 clusters
  Score: Raw -1333633.799016 + Penalty 4479.719262 = -1329154.079754
  nChanged 240
		SP:Iteration 11Q (94798.140000 sec): 3 clusters
  Score: Raw -1333750.670279 + Penalty 4479.719262 = -1329270.951017
  nChanged 234
		SP:Iteration 12Q (94798.300000 sec): 3 clusters
  Score: Raw -1333867.972866 + Penalty 4479.719262 = -1329388.253604
  nChanged 238
		SP:Iteration 13Q (94798.560000 sec): 3 clusters
  Score: Raw -1333995.583367 + Penalty 4479.719262 = -1329515.864105
  nChanged 236
		SP:Iteration 14Q (94798.680000 sec): 3 clusters
  Score: Raw -1334136.141733 + Penalty 4479.719262 = -1329656.422471
  nChanged 244
		SP:Iteration 15Q (94798.900000 sec): 3 clusters
  Score: Raw -1334282.407416 + Penalty 4479.719262 = -1329802.688154
  nChanged 192
		SP:Iteration 16Q (94799.040000 sec): 3 clusters
  Score: Raw -1334399.889944 + Penalty 4479.719262 = -1329920.170682
  nChanged 185
		SP:Iteration 17Q (94799.240000 sec): 3 clusters
  Score: Raw -1334523.599256 + Penalty 4479.719262 = -1330043.879994
  nChanged 178
		SP:Iteration 18Q (94799.470000 sec): 3 clusters
  Score: Raw -1334658.784777 + Penalty 4479.719262 = -1330179.065515
  nChanged 144
		SP:Iteration 19Q (94799.640000 sec): 3 clusters
  Score: Raw -1334771.579157 + Penalty 4479.719262 = -1330291.859895
  nChanged 119
		SP:Iteration 20F (94799.820000 sec): 3 clusters
  Score: Raw -1334859.047896 + Penalty 4479.719262 = -1330379.328634
  nChanged 87
		SP:Iteration 21Q (94800.070000 sec): 3 clusters
  Score: Raw -1334933.958666 + Penalty 4479.719262 = -1330454.239404
  nChanged 65
		SP:Iteration 22Q (94800.280000 sec): 3 clusters
  Score: Raw -1334990.690007 + Penalty 4479.719262 = -1330510.970745
  nChanged 54
		SP:Iteration 23Q (94800.520000 sec): 3 clusters
  Score: Raw -1335033.872940 + Penalty 4479.719262 = -1330554.153678
  nChanged 39
		SP:Iteration 24Q (94800.700000 sec): 3 clusters
  Score: Raw -1335066.310665 + Penalty 4479.719262 = -1330586.591403
  nChanged 31
		SP:Iteration 25Q (94800.940000 sec): 3 clusters
  Score: Raw -1335095.078854 + Penalty 4479.719262 = -1330615.359592
  nChanged 17
		SP:Iteration 26Q (94801.180000 sec): 3 clusters
  Score: Raw -1335113.509634 + Penalty 4479.719262 = -1330633.790372
  nChanged 14
		SP:Iteration 27Q (94801.350000 sec): 3 clusters
  Score: Raw -1335128.670243 + Penalty 4479.719262 = -1330648.950981
  nChanged 14
		SP:Iteration 28Q (94801.560000 sec): 3 clusters
  Score: Raw -1335145.609328 + Penalty 4479.719262 = -1330665.890066
  nChanged 11
		SP:Iteration 29Q (94801.740000 sec): 3 clusters
  Score: Raw -1335156.048592 + Penalty 4479.719262 = -1330676.329330
  nChanged 6
		SP:Iteration 30Q (94802.020000 sec): 3 clusters
  Score: Raw -1335162.007229 + Penalty 4479.719262 = -1330682.287967
  nChanged 6
		SP:Iteration 31Q (94802.180000 sec): 3 clusters
  Score: Raw -1335166.182384 + Penalty 4479.719262 = -1330686.463122
  nChanged 1
		SP:Iteration 32Q (94802.390000 sec): 3 clusters
  Score: Raw -1335166.950614 + Penalty 4479.719262 = -1330687.231352
  nChanged 1
		SP:Iteration 33Q (94802.600000 sec): 3 clusters
  Score: Raw -1335168.203050 + Penalty 4479.719262 = -1330688.483788
  nChanged 1
		SP:Iteration 34Q (94802.790000 sec): 3 clusters
  Score: Raw -1335168.537029 + Penalty 4479.719262 = -1330688.817767
  nChanged 0
		SP:Iteration 35F (94803.000000 sec): 3 clusters
  Score: Raw -1335168.537029 + Penalty 4479.719262 = -1330688.817767
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94803.100000 sec): 2 clusters
  Score: Raw -47288.633143 + Penalty 1465.877568 = -45822.755575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94803.260000 sec): 3 clusters
  Score: Raw -47571.699880 + Penalty 2931.755135 = -44639.944745
  nChanged 93
		SP:Iteration 1F (94803.410000 sec): 3 clusters
  Score: Raw -47934.660409 + Penalty 2931.755135 = -45002.905274
  nChanged 23
		SP:Iteration 2F (94803.590000 sec): 3 clusters
  Score: Raw -48016.846380 + Penalty 2931.755135 = -45085.091245
  nChanged 12
		SP:Iteration 3Q (94803.780000 sec): 3 clusters
  Score: Raw -48111.576739 + Penalty 2931.755135 = -45179.821603
  nChanged 13
		SP:Iteration 4Q (94803.950000 sec): 3 clusters
  Score: Raw -48205.133717 + Penalty 2931.755135 = -45273.378582
  nChanged 13
		SP:Iteration 5Q (94804.100000 sec): 3 clusters
  Score: Raw -48254.457809 + Penalty 2931.755135 = -45322.702674
  nChanged 9
		SP:Iteration 6Q (94804.220000 sec): 3 clusters
  Score: Raw -48292.472793 + Penalty 2931.755135 = -45360.717657
  nChanged 4
		SP:Iteration 7Q (94804.360000 sec): 3 clusters
  Score: Raw -48320.175209 + Penalty 2931.755135 = -45388.420073
  nChanged 3
		SP:Iteration 8Q (94804.480000 sec): 3 clusters
  Score: Raw -48345.060345 + Penalty 2931.755135 = -45413.305210
  nChanged 1
		SP:Iteration 9Q (94804.620000 sec): 3 clusters
  Score: Raw -48349.583894 + Penalty 2931.755135 = -45417.828759
  nChanged 1
		SP:Iteration 10Q (94804.760000 sec): 3 clusters
  Score: Raw -48356.758416 + Penalty 2931.755135 = -45425.003281
  nChanged 0
		SP:Iteration 11F (94804.900000 sec): 3 clusters
  Score: Raw -48356.758416 + Penalty 2931.755135 = -45425.003281
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (4807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94805.000000 sec): 2 clusters
  Score: Raw -749443.381728 + Penalty 2102.501460 = -747340.880268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94805.200000 sec): 3 clusters
  Score: Raw -747093.819417 + Penalty 4205.002920 = -742888.816497
  nChanged 1822
		SP:Iteration 1F (94805.370000 sec): 3 clusters
  Score: Raw -748170.205826 + Penalty 4205.002920 = -743965.202906
  nChanged 371
		SP:Iteration 2F (94805.580000 sec): 3 clusters
  Score: Raw -748428.280709 + Penalty 4205.002920 = -744223.277788
  nChanged 281
		SP:Iteration 3F (94805.840000 sec): 3 clusters
  Score: Raw -748576.477382 + Penalty 4205.002920 = -744371.474462
  nChanged 169
		SP:Iteration 4Q (94806.080000 sec): 3 clusters
  Score: Raw -748658.786375 + Penalty 4205.002920 = -744453.783455
  nChanged 130
		SP:Iteration 5Q (94806.330000 sec): 3 clusters
  Score: Raw -748719.245925 + Penalty 4205.002920 = -744514.243005
  nChanged 105
		SP:Iteration 6Q (94806.540000 sec): 3 clusters
  Score: Raw -748770.564805 + Penalty 4205.002920 = -744565.561885
  nChanged 103
		SP:Iteration 7Q (94806.760000 sec): 3 clusters
  Score: Raw -748817.932691 + Penalty 4205.002920 = -744612.929771
  nChanged 105
		SP:Iteration 8Q (94807.010000 sec): 3 clusters
  Score: Raw -748868.867623 + Penalty 4205.002920 = -744663.864703
  nChanged 94
		SP:Iteration 9Q (94807.140000 sec): 3 clusters
  Score: Raw -748916.486346 + Penalty 4205.002920 = -744711.483426
  nChanged 95
		SP:Iteration 10Q (94807.320000 sec): 3 clusters
  Score: Raw -748967.039210 + Penalty 4205.002920 = -744762.036290
  nChanged 105
		SP:Iteration 11Q (94807.460000 sec): 3 clusters
  Score: Raw -749033.133493 + Penalty 4205.002920 = -744828.130573
  nChanged 112
		SP:Iteration 12Q (94807.550000 sec): 3 clusters
  Score: Raw -749102.594797 + Penalty 4205.002920 = -744897.591876
  nChanged 130
		SP:Iteration 13Q (94807.740000 sec): 3 clusters
  Score: Raw -749189.284896 + Penalty 4205.002920 = -744984.281976
  nChanged 146
		SP:Iteration 14Q (94807.900000 sec): 3 clusters
  Score: Raw -749302.276582 + Penalty 4205.002920 = -745097.273662
  nChanged 171
		SP:Iteration 15Q (94808.040000 sec): 3 clusters
  Score: Raw -749448.488004 + Penalty 4205.002920 = -745243.485084
  nChanged 195
		SP:Iteration 16Q (94808.210000 sec): 3 clusters
  Score: Raw -749631.202015 + Penalty 4205.002920 = -745426.199095
  nChanged 203
		SP:Iteration 17Q (94808.430000 sec): 3 clusters
  Score: Raw -749803.046561 + Penalty 4205.002920 = -745598.043640
  nChanged 167
		SP:Iteration 18Q (94808.610000 sec): 3 clusters
  Score: Raw -749931.457730 + Penalty 4205.002920 = -745726.454810
  nChanged 130
		SP:Iteration 19Q (94808.740000 sec): 3 clusters
  Score: Raw -750015.411120 + Penalty 4205.002920 = -745810.408200
  nChanged 107
		SP:Iteration 20F (94808.940000 sec): 3 clusters
  Score: Raw -750087.928443 + Penalty 4205.002920 = -745882.925523
  nChanged 91
		SP:Iteration 21Q (94809.140000 sec): 3 clusters
  Score: Raw -750136.983630 + Penalty 4205.002920 = -745931.980710
  nChanged 75
		SP:Iteration 22Q (94809.370000 sec): 3 clusters
  Score: Raw -750176.829611 + Penalty 4205.002920 = -745971.826691
  nChanged 55
		SP:Iteration 23Q (94809.560000 sec): 3 clusters
  Score: Raw -750202.361241 + Penalty 4205.002920 = -745997.358321
  nChanged 54
		SP:Iteration 24Q (94809.770000 sec): 3 clusters
  Score: Raw -750228.308924 + Penalty 4205.002920 = -746023.306004
  nChanged 37
		SP:Iteration 25Q (94809.960000 sec): 3 clusters
  Score: Raw -750244.523971 + Penalty 4205.002920 = -746039.521051
  nChanged 43
		SP:Iteration 26Q (94810.160000 sec): 3 clusters
  Score: Raw -750262.254277 + Penalty 4205.002920 = -746057.251357
  nChanged 33
		SP:Iteration 27Q (94810.380000 sec): 3 clusters
  Score: Raw -750278.731953 + Penalty 4205.002920 = -746073.729033
  nChanged 29
		SP:Iteration 28Q (94810.550000 sec): 3 clusters
  Score: Raw -750290.458885 + Penalty 4205.002920 = -746085.455965
  nChanged 21
		SP:Iteration 29Q (94810.750000 sec): 3 clusters
  Score: Raw -750299.916371 + Penalty 4205.002920 = -746094.913451
  nChanged 18
		SP:Iteration 30Q (94810.960000 sec): 3 clusters
  Score: Raw -750308.175224 + Penalty 4205.002920 = -746103.172304
  nChanged 18
		SP:Iteration 31Q (94811.190000 sec): 3 clusters
  Score: Raw -750316.924938 + Penalty 4205.002920 = -746111.922018
  nChanged 13
		SP:Iteration 32Q (94811.390000 sec): 3 clusters
  Score: Raw -750321.848283 + Penalty 4205.002920 = -746116.845363
  nChanged 8
		SP:Iteration 33Q (94811.560000 sec): 3 clusters
  Score: Raw -750324.795394 + Penalty 4205.002920 = -746119.792474
  nChanged 7
		SP:Iteration 34Q (94811.780000 sec): 3 clusters
  Score: Raw -750327.804178 + Penalty 4205.002920 = -746122.801258
  nChanged 4
		SP:Iteration 35Q (94811.940000 sec): 3 clusters
  Score: Raw -750329.822214 + Penalty 4205.002920 = -746124.819294
  nChanged 3
		SP:Iteration 36Q (94812.140000 sec): 3 clusters
  Score: Raw -750331.496933 + Penalty 4205.002920 = -746126.494013
  nChanged 3
		SP:Iteration 37Q (94812.350000 sec): 3 clusters
  Score: Raw -750332.567511 + Penalty 4205.002920 = -746127.564591
  nChanged 3
		SP:Iteration 38Q (94812.530000 sec): 3 clusters
  Score: Raw -750333.880365 + Penalty 4205.002920 = -746128.877445
  nChanged 4
		SP:Iteration 39Q (94812.740000 sec): 3 clusters
  Score: Raw -750335.531685 + Penalty 4205.002920 = -746130.528765
  nChanged 4
		SP:Iteration 40F (94812.960000 sec): 3 clusters
  Score: Raw -750336.933053 + Penalty 4205.002920 = -746131.930133
  nChanged 1
		SP:Iteration 41Q (94813.180000 sec): 3 clusters
  Score: Raw -750337.297046 + Penalty 4205.002920 = -746132.294126
  nChanged 2
		SP:Iteration 42Q (94813.350000 sec): 3 clusters
  Score: Raw -750338.449950 + Penalty 4205.002920 = -746133.447030
  nChanged 3
		SP:Iteration 43Q (94813.570000 sec): 3 clusters
  Score: Raw -750339.476930 + Penalty 4205.002920 = -746134.474010
  nChanged 2
		SP:Iteration 44Q (94813.740000 sec): 3 clusters
  Score: Raw -750339.920152 + Penalty 4205.002920 = -746134.917232
  nChanged 2
		SP:Iteration 45Q (94813.950000 sec): 3 clusters
  Score: Raw -750340.424390 + Penalty 4205.002920 = -746135.421470
  nChanged 1
		SP:Iteration 46Q (94814.150000 sec): 3 clusters
  Score: Raw -750340.576752 + Penalty 4205.002920 = -746135.573832
  nChanged 0
		SP:Iteration 47F (94814.320000 sec): 3 clusters
  Score: Raw -750340.576752 + Penalty 4205.002920 = -746135.573832
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (92931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94815.050000 sec): 2 clusters
  Score: Raw -14892489.992565 + Penalty 2837.023915 = -14889652.968650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94815.760000 sec): 3 clusters
  Score: Raw -14833336.052887 + Penalty 5674.047830 = -14827662.005056
  nChanged 43817
		SP:Iteration 1F (94816.570000 sec): 3 clusters
  Score: Raw -14858567.481309 + Penalty 5674.047830 = -14852893.433478
  nChanged 3661
		SP:Iteration 2Q (94817.430000 sec): 3 clusters
  Score: Raw -14859727.622652 + Penalty 5674.047830 = -14854053.574821
  nChanged 3909
		SP:Iteration 3Q (94818.250000 sec): 3 clusters
  Score: Raw -14861139.134981 + Penalty 5674.047830 = -14855465.087150
  nChanged 4269
		SP:Iteration 4Q (94819.120000 sec): 3 clusters
  Score: Raw -14862950.819293 + Penalty 5674.047830 = -14857276.771463
  nChanged 4731
		SP:Iteration 5F (94819.920000 sec): 3 clusters
  Score: Raw -14865184.900011 + Penalty 5674.047830 = -14859510.852180
  nChanged 4818
		SP:Iteration 6F (94820.720000 sec): 3 clusters
  Score: Raw -14867701.962006 + Penalty 5674.047830 = -14862027.914175
  nChanged 5008
		SP:Iteration 7F (94821.630000 sec): 3 clusters
  Score: Raw -14870640.659506 + Penalty 5674.047830 = -14864966.611675
  nChanged 5021
		SP:Iteration 8F (94822.440000 sec): 3 clusters
  Score: Raw -14873929.592152 + Penalty 5674.047830 = -14868255.544322
  nChanged 4921
		SP:Iteration 9F (94823.340000 sec): 3 clusters
  Score: Raw -14877262.305167 + Penalty 5674.047830 = -14871588.257337
  nChanged 4268
		SP:Iteration 10Q (94824.230000 sec): 3 clusters
  Score: Raw -14879476.454569 + Penalty 5674.047830 = -14873802.406739
  nChanged 3005
		SP:Iteration 11Q (94825.120000 sec): 3 clusters
  Score: Raw -14880463.364360 + Penalty 5674.047830 = -14874789.316530
  nChanged 1830
		SP:Iteration 12Q (94825.980000 sec): 3 clusters
  Score: Raw -14880897.986876 + Penalty 5674.047830 = -14875223.939045
  nChanged 1184
		SP:Iteration 13Q (94826.880000 sec): 3 clusters
  Score: Raw -14881166.560710 + Penalty 5674.047830 = -14875492.512879
  nChanged 1022
		SP:Iteration 14Q (94827.750000 sec): 3 clusters
  Score: Raw -14881414.528826 + Penalty 5674.047830 = -14875740.480996
  nChanged 1023
		SP:Iteration 15Q (94828.590000 sec): 3 clusters
  Score: Raw -14881668.151961 + Penalty 5674.047830 = -14875994.104131
  nChanged 1067
		SP:Iteration 16Q (94829.510000 sec): 3 clusters
  Score: Raw -14881953.478894 + Penalty 5674.047830 = -14876279.431064
  nChanged 1116
		SP:Iteration 17Q (94830.350000 sec): 3 clusters
  Score: Raw -14882289.272659 + Penalty 5674.047830 = -14876615.224828
  nChanged 1248
		SP:Iteration 18Q (94831.230000 sec): 3 clusters
  Score: Raw -14882716.608661 + Penalty 5674.047830 = -14877042.560831
  nChanged 1388
		SP:Iteration 19Q (94832.140000 sec): 3 clusters
  Score: Raw -14883223.259497 + Penalty 5674.047830 = -14877549.211667
  nChanged 1467
		SP:Iteration 20F (94832.920000 sec): 3 clusters
  Score: Raw -14883780.433356 + Penalty 5674.047830 = -14878106.385526
  nChanged 1412
		SP:Iteration 21Q (94833.770000 sec): 3 clusters
  Score: Raw -14884309.657037 + Penalty 5674.047830 = -14878635.609207
  nChanged 1347
		SP:Iteration 22Q (94834.650000 sec): 3 clusters
  Score: Raw -14884788.772896 + Penalty 5674.047830 = -14879114.725066
  nChanged 1287
		SP:Iteration 23Q (94835.570000 sec): 3 clusters
  Score: Raw -14885240.644801 + Penalty 5674.047830 = -14879566.596971
  nChanged 1204
		SP:Iteration 24Q (94836.470000 sec): 3 clusters
  Score: Raw -14885635.101235 + Penalty 5674.047830 = -14879961.053405
  nChanged 1129
		SP:Iteration 25Q (94837.400000 sec): 3 clusters
  Score: Raw -14885998.656085 + Penalty 5674.047830 = -14880324.608255
  nChanged 1037
		SP:Iteration 26Q (94838.270000 sec): 3 clusters
  Score: Raw -14886298.514634 + Penalty 5674.047830 = -14880624.466803
  nChanged 868
		SP:Iteration 27Q (94839.170000 sec): 3 clusters
  Score: Raw -14886505.288334 + Penalty 5674.047830 = -14880831.240503
  nChanged 730
		SP:Iteration 28Q (94840.000000 sec): 3 clusters
  Score: Raw -14886665.536543 + Penalty 5674.047830 = -14880991.488713
  nChanged 643
		SP:Iteration 29Q (94840.920000 sec): 3 clusters
  Score: Raw -14886790.319654 + Penalty 5674.047830 = -14881116.271824
  nChanged 581
		SP:Iteration 30Q (94841.770000 sec): 3 clusters
  Score: Raw -14886886.110565 + Penalty 5674.047830 = -14881212.062734
  nChanged 502
		SP:Iteration 31Q (94842.580000 sec): 3 clusters
  Score: Raw -14886961.153136 + Penalty 5674.047830 = -14881287.105306
  nChanged 453
		SP:Iteration 32Q (94843.420000 sec): 3 clusters
  Score: Raw -14887025.195797 + Penalty 5674.047830 = -14881351.147967
  nChanged 418
		SP:Iteration 33Q (94844.270000 sec): 3 clusters
  Score: Raw -14887079.449488 + Penalty 5674.047830 = -14881405.401658
  nChanged 402
		SP:Iteration 34Q (94845.190000 sec): 3 clusters
  Score: Raw -14887128.937958 + Penalty 5674.047830 = -14881454.890127
  nChanged 375
		SP:Iteration 35Q (94846.010000 sec): 3 clusters
  Score: Raw -14887175.768584 + Penalty 5674.047830 = -14881501.720754
  nChanged 381
		SP:Iteration 36Q (94846.900000 sec): 3 clusters
  Score: Raw -14887227.124954 + Penalty 5674.047830 = -14881553.077124
  nChanged 406
		SP:Iteration 37Q (94847.740000 sec): 3 clusters
  Score: Raw -14887282.122008 + Penalty 5674.047830 = -14881608.074177
  nChanged 410
		SP:Iteration 38Q (94848.610000 sec): 3 clusters
  Score: Raw -14887336.098652 + Penalty 5674.047830 = -14881662.050821
  nChanged 403
		SP:Iteration 39Q (94849.390000 sec): 3 clusters
  Score: Raw -14887386.915103 + Penalty 5674.047830 = -14881712.867272
  nChanged 378
		SP:Iteration 40F (94850.170000 sec): 3 clusters
  Score: Raw -14887434.026273 + Penalty 5674.047830 = -14881759.978442
  nChanged 386
		SP:Iteration 41Q (94850.980000 sec): 3 clusters
  Score: Raw -14887481.639520 + Penalty 5674.047830 = -14881807.591690
  nChanged 347
		SP:Iteration 42Q (94851.740000 sec): 3 clusters
  Score: Raw -14887522.490268 + Penalty 5674.047830 = -14881848.442438
  nChanged 321
		SP:Iteration 43Q (94852.540000 sec): 3 clusters
  Score: Raw -14887558.016416 + Penalty 5674.047830 = -14881883.968585
  nChanged 311
		SP:Iteration 44Q (94853.320000 sec): 3 clusters
  Score: Raw -14887592.813867 + Penalty 5674.047830 = -14881918.766037
  nChanged 289
		SP:Iteration 45Q (94854.100000 sec): 3 clusters
  Score: Raw -14887623.692395 + Penalty 5674.047830 = -14881949.644564
  nChanged 303
		SP:Iteration 46Q (94854.960000 sec): 3 clusters
  Score: Raw -14887658.173689 + Penalty 5674.047830 = -14881984.125858
  nChanged 324
		SP:Iteration 47Q (94855.760000 sec): 3 clusters
  Score: Raw -14887696.183078 + Penalty 5674.047830 = -14882022.135248
  nChanged 352
		SP:Iteration 48Q (94856.560000 sec): 3 clusters
  Score: Raw -14887737.320836 + Penalty 5674.047830 = -14882063.273006
  nChanged 323
		SP:Iteration 49Q (94857.360000 sec): 3 clusters
  Score: Raw -14887776.052048 + Penalty 5674.047830 = -14882102.004218
  nChanged 335
		SP:Iteration 50Q (94858.210000 sec): 3 clusters
  Score: Raw -14887818.147548 + Penalty 5674.047830 = -14882144.099717
  nChanged 350
		SP:Iteration 51Q (94859.030000 sec): 3 clusters
  Score: Raw -14887863.553647 + Penalty 5674.047830 = -14882189.505817
  nChanged 333
		SP:Iteration 52Q (94859.830000 sec): 3 clusters
  Score: Raw -14887905.179710 + Penalty 5674.047830 = -14882231.131880
  nChanged 337
		SP:Iteration 53Q (94860.680000 sec): 3 clusters
  Score: Raw -14887949.851641 + Penalty 5674.047830 = -14882275.803810
  nChanged 372
		SP:Iteration 54Q (94861.540000 sec): 3 clusters
  Score: Raw -14888004.035774 + Penalty 5674.047830 = -14882329.987944
  nChanged 428
		SP:Iteration 55Q (94862.430000 sec): 3 clusters
  Score: Raw -14888073.993816 + Penalty 5674.047830 = -14882399.945986
  nChanged 446
		SP:Iteration 56Q (94863.220000 sec): 3 clusters
  Score: Raw -14888148.008080 + Penalty 5674.047830 = -14882473.960250
  nChanged 440
		SP:Iteration 57Q (94864.030000 sec): 3 clusters
  Score: Raw -14888222.538063 + Penalty 5674.047830 = -14882548.490233
  nChanged 439
		SP:Iteration 58Q (94864.890000 sec): 3 clusters
  Score: Raw -14888300.576002 + Penalty 5674.047830 = -14882626.528172
  nChanged 435
		SP:Iteration 59Q (94865.730000 sec): 3 clusters
  Score: Raw -14888377.223581 + Penalty 5674.047830 = -14882703.175751
  nChanged 458
		SP:Iteration 60F (94866.570000 sec): 3 clusters
  Score: Raw -14888458.997304 + Penalty 5674.047830 = -14882784.949474
  nChanged 430
		SP:Iteration 61Q (94867.410000 sec): 3 clusters
  Score: Raw -14888532.938752 + Penalty 5674.047830 = -14882858.890921
  nChanged 470
		SP:Iteration 62Q (94868.230000 sec): 3 clusters
  Score: Raw -14888622.983823 + Penalty 5674.047830 = -14882948.935992
  nChanged 506
		SP:Iteration 63Q (94869.050000 sec): 3 clusters
  Score: Raw -14888729.621769 + Penalty 5674.047830 = -14883055.573939
  nChanged 510
		SP:Iteration 64Q (94869.940000 sec): 3 clusters
  Score: Raw -14888840.345092 + Penalty 5674.047830 = -14883166.297261
  nChanged 512
		SP:Iteration 65Q (94870.830000 sec): 3 clusters
  Score: Raw -14888962.192306 + Penalty 5674.047830 = -14883288.144476
  nChanged 565
		SP:Iteration 66Q (94871.680000 sec): 3 clusters
  Score: Raw -14889105.287435 + Penalty 5674.047830 = -14883431.239604
  nChanged 574
		SP:Iteration 67Q (94872.570000 sec): 3 clusters
  Score: Raw -14889263.199604 + Penalty 5674.047830 = -14883589.151774
  nChanged 589
		SP:Iteration 68Q (94873.500000 sec): 3 clusters
  Score: Raw -14889436.628692 + Penalty 5674.047830 = -14883762.580862
  nChanged 588
		SP:Iteration 69Q (94874.280000 sec): 3 clusters
  Score: Raw -14889615.465359 + Penalty 5674.047830 = -14883941.417528
  nChanged 613
		SP:Iteration 70Q (94875.070000 sec): 3 clusters
  Score: Raw -14889817.763636 + Penalty 5674.047830 = -14884143.715806
  nChanged 624
		SP:Iteration 71Q (94875.860000 sec): 3 clusters
  Score: Raw -14890036.678319 + Penalty 5674.047830 = -14884362.630489
  nChanged 589
		SP:Iteration 72Q (94876.700000 sec): 3 clusters
  Score: Raw -14890249.675032 + Penalty 5674.047830 = -14884575.627201
  nChanged 616
		SP:Iteration 73Q (94877.610000 sec): 3 clusters
  Score: Raw -14890484.216904 + Penalty 5674.047830 = -14884810.169074
  nChanged 586
		SP:Iteration 74Q (94878.500000 sec): 3 clusters
  Score: Raw -14890726.023222 + Penalty 5674.047830 = -14885051.975392
  nChanged 593
		SP:Iteration 75Q (94879.300000 sec): 3 clusters
  Score: Raw -14890984.855644 + Penalty 5674.047830 = -14885310.807813
  nChanged 543
		SP:Iteration 76Q (94880.090000 sec): 3 clusters
  Score: Raw -14891239.108155 + Penalty 5674.047830 = -14885565.060324
  nChanged 508
		SP:Iteration 77Q (94880.800000 sec): 3 clusters
  Score: Raw -14891490.657051 + Penalty 5674.047830 = -14885816.609220
  nChanged 482
		SP:Iteration 78Q (94881.550000 sec): 3 clusters
  Score: Raw -14891770.238560 + Penalty 5674.047830 = -14886096.190730
  nChanged 421
		SP:Iteration 79Q (94882.290000 sec): 3 clusters
  Score: Raw -14892004.933761 + Penalty 5674.047830 = -14886330.885930
  nChanged 330
		SP:Iteration 80F (94883.090000 sec): 3 clusters
  Score: Raw -14892181.315858 + Penalty 5674.047830 = -14886507.268028
  nChanged 271
		SP:Iteration 81Q (94883.800000 sec): 3 clusters
  Score: Raw -14892337.118530 + Penalty 5674.047830 = -14886663.070699
  nChanged 187
		SP:Iteration 82Q (94884.520000 sec): 3 clusters
  Score: Raw -14892440.131557 + Penalty 5674.047830 = -14886766.083727
  nChanged 165
		SP:Iteration 83Q (94885.290000 sec): 3 clusters
  Score: Raw -14892532.099406 + Penalty 5674.047830 = -14886858.051576
  nChanged 149
		SP:Iteration 84Q (94886.060000 sec): 3 clusters
  Score: Raw -14892612.366668 + Penalty 5674.047830 = -14886938.318837
  nChanged 116
		SP:Iteration 85Q (94886.840000 sec): 3 clusters
  Score: Raw -14892671.190166 + Penalty 5674.047830 = -14886997.142336
  nChanged 84
		SP:Iteration 86Q (94887.700000 sec): 3 clusters
  Score: Raw -14892713.978944 + Penalty 5674.047830 = -14887039.931114
  nChanged 55
		SP:Iteration 87Q (94888.460000 sec): 3 clusters
  Score: Raw -14892740.734951 + Penalty 5674.047830 = -14887066.687120
  nChanged 37
		SP:Iteration 88Q (94889.210000 sec): 3 clusters
  Score: Raw -14892760.333245 + Penalty 5674.047830 = -14887086.285415
  nChanged 34
		SP:Iteration 89Q (94890.010000 sec): 3 clusters
  Score: Raw -14892777.452904 + Penalty 5674.047830 = -14887103.405074
  nChanged 32
		SP:Iteration 90Q (94890.710000 sec): 3 clusters
  Score: Raw -14892796.256598 + Penalty 5674.047830 = -14887122.208768
  nChanged 38
		SP:Iteration 91Q (94891.440000 sec): 3 clusters
  Score: Raw -14892814.894459 + Penalty 5674.047830 = -14887140.846629
  nChanged 28
		SP:Iteration 92Q (94892.240000 sec): 3 clusters
  Score: Raw -14892825.604489 + Penalty 5674.047830 = -14887151.556658
  nChanged 18
		SP:Iteration 93Q (94892.980000 sec): 3 clusters
  Score: Raw -14892834.439375 + Penalty 5674.047830 = -14887160.391544
  nChanged 19
		SP:Iteration 94Q (94893.770000 sec): 3 clusters
  Score: Raw -14892842.850341 + Penalty 5674.047830 = -14887168.802511
  nChanged 12
		SP:Iteration 95Q (94894.450000 sec): 3 clusters
  Score: Raw -14892849.375570 + Penalty 5674.047830 = -14887175.327740
  nChanged 15
		SP:Iteration 96Q (94895.210000 sec): 3 clusters
  Score: Raw -14892857.620963 + Penalty 5674.047830 = -14887183.573132
  nChanged 12
		SP:Iteration 97Q (94895.940000 sec): 3 clusters
  Score: Raw -14892863.791932 + Penalty 5674.047830 = -14887189.744102
  nChanged 12
		SP:Iteration 98Q (94896.670000 sec): 3 clusters
  Score: Raw -14892868.563663 + Penalty 5674.047830 = -14887194.515833
  nChanged 7
		SP:Iteration 99Q (94897.390000 sec): 3 clusters
  Score: Raw -14892872.538150 + Penalty 5674.047830 = -14887198.490319
  nChanged 7
		SP:Iteration 100F (94898.240000 sec): 3 clusters
  Score: Raw -14892876.220355 + Penalty 5674.047830 = -14887202.172525
  nChanged 4
		SP:Iteration 101Q (94899.000000 sec): 3 clusters
  Score: Raw -14892878.112064 + Penalty 5674.047830 = -14887204.064234
  nChanged 2
		SP:Iteration 102Q (94899.780000 sec): 3 clusters
  Score: Raw -14892879.323910 + Penalty 5674.047830 = -14887205.276080
  nChanged 0
		SP:Iteration 103F (94900.570000 sec): 3 clusters
  Score: Raw -14892879.323910 + Penalty 5674.047830 = -14887205.276080
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (19602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94900.750000 sec): 2 clusters
  Score: Raw -2956351.594364 + Penalty 2451.079946 = -2953900.514417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94901.050000 sec): 3 clusters
  Score: Raw -2944980.776215 + Penalty 4902.159893 = -2940078.616323
  nChanged 8625
		SP:Iteration 1F (94901.370000 sec): 3 clusters
  Score: Raw -2949900.490808 + Penalty 4902.159893 = -2944998.330915
  nChanged 1209
		SP:Iteration 2F (94901.670000 sec): 3 clusters
  Score: Raw -2950462.946895 + Penalty 4902.159893 = -2945560.787002
  nChanged 1077
		SP:Iteration 3F (94901.980000 sec): 3 clusters
  Score: Raw -2950953.850770 + Penalty 4902.159893 = -2946051.690877
  nChanged 995
		SP:Iteration 4F (94902.390000 sec): 3 clusters
  Score: Raw -2951406.723441 + Penalty 4902.159893 = -2946504.563548
  nChanged 935
		SP:Iteration 5Q (94902.760000 sec): 3 clusters
  Score: Raw -2951851.470377 + Penalty 4902.159893 = -2946949.310484
  nChanged 856
		SP:Iteration 6Q (94903.120000 sec): 3 clusters
  Score: Raw -2952261.574832 + Penalty 4902.159893 = -2947359.414940
  nChanged 839
		SP:Iteration 7Q (94903.390000 sec): 3 clusters
  Score: Raw -2952700.310428 + Penalty 4902.159893 = -2947798.150536
  nChanged 869
		SP:Iteration 8Q (94903.710000 sec): 3 clusters
  Score: Raw -2953193.853875 + Penalty 4902.159893 = -2948291.693982
  nChanged 842
		SP:Iteration 9Q (94904.060000 sec): 3 clusters
  Score: Raw -2953696.150331 + Penalty 4902.159893 = -2948793.990438
  nChanged 795
		SP:Iteration 10Q (94904.370000 sec): 3 clusters
  Score: Raw -2954214.212666 + Penalty 4902.159893 = -2949312.052773
  nChanged 732
		SP:Iteration 11Q (94904.680000 sec): 3 clusters
  Score: Raw -2954723.326494 + Penalty 4902.159893 = -2949821.166601
  nChanged 665
		SP:Iteration 12Q (94905.040000 sec): 3 clusters
  Score: Raw -2955191.125704 + Penalty 4902.159893 = -2950288.965811
  nChanged 564
		SP:Iteration 13Q (94905.430000 sec): 3 clusters
  Score: Raw -2955595.503123 + Penalty 4902.159893 = -2950693.343231
  nChanged 453
		SP:Iteration 14Q (94905.720000 sec): 3 clusters
  Score: Raw -2955927.108421 + Penalty 4902.159893 = -2951024.948528
  nChanged 380
		SP:Iteration 15Q (94906.070000 sec): 3 clusters
  Score: Raw -2956208.142070 + Penalty 4902.159893 = -2951305.982177
  nChanged 299
		SP:Iteration 16Q (94906.350000 sec): 3 clusters
  Score: Raw -2956442.666544 + Penalty 4902.159893 = -2951540.506651
  nChanged 222
		SP:Iteration 17Q (94906.660000 sec): 3 clusters
  Score: Raw -2956601.827118 + Penalty 4902.159893 = -2951699.667225
  nChanged 170
		SP:Iteration 18Q (94906.920000 sec): 3 clusters
  Score: Raw -2956718.536388 + Penalty 4902.159893 = -2951816.376495
  nChanged 120
		SP:Iteration 19Q (94907.140000 sec): 3 clusters
  Score: Raw -2956795.441160 + Penalty 4902.159893 = -2951893.281267
  nChanged 76
		SP:Iteration 20F (94907.380000 sec): 3 clusters
  Score: Raw -2956844.245355 + Penalty 4902.159893 = -2951942.085462
  nChanged 67
		SP:Iteration 21Q (94907.690000 sec): 3 clusters
  Score: Raw -2956887.233226 + Penalty 4902.159893 = -2951985.073333
  nChanged 47
		SP:Iteration 22Q (94908.000000 sec): 3 clusters
  Score: Raw -2956917.621445 + Penalty 4902.159893 = -2952015.461552
  nChanged 38
		SP:Iteration 23Q (94908.300000 sec): 3 clusters
  Score: Raw -2956935.807976 + Penalty 4902.159893 = -2952033.648083
  nChanged 33
		SP:Iteration 24Q (94908.590000 sec): 3 clusters
  Score: Raw -2956952.338609 + Penalty 4902.159893 = -2952050.178716
  nChanged 22
		SP:Iteration 25Q (94908.890000 sec): 3 clusters
  Score: Raw -2956965.130772 + Penalty 4902.159893 = -2952062.970879
  nChanged 19
		SP:Iteration 26Q (94909.180000 sec): 3 clusters
  Score: Raw -2956976.601499 + Penalty 4902.159893 = -2952074.441606
  nChanged 17
		SP:Iteration 27Q (94909.580000 sec): 3 clusters
  Score: Raw -2956986.927953 + Penalty 4902.159893 = -2952084.768060
  nChanged 11
		SP:Iteration 28Q (94909.880000 sec): 3 clusters
  Score: Raw -2956993.251333 + Penalty 4902.159893 = -2952091.091440
  nChanged 12
		SP:Iteration 29Q (94910.160000 sec): 3 clusters
  Score: Raw -2957002.250847 + Penalty 4902.159893 = -2952100.090954
  nChanged 10
		SP:Iteration 30Q (94910.480000 sec): 3 clusters
  Score: Raw -2957009.563879 + Penalty 4902.159893 = -2952107.403986
  nChanged 5
		SP:Iteration 31Q (94910.760000 sec): 3 clusters
  Score: Raw -2957011.655603 + Penalty 4902.159893 = -2952109.495710
  nChanged 5
		SP:Iteration 32Q (94911.050000 sec): 3 clusters
  Score: Raw -2957014.730828 + Penalty 4902.159893 = -2952112.570935
  nChanged 7
		SP:Iteration 33Q (94911.340000 sec): 3 clusters
  Score: Raw -2957019.397170 + Penalty 4902.159893 = -2952117.237277
  nChanged 7
		SP:Iteration 34Q (94911.630000 sec): 3 clusters
  Score: Raw -2957024.629848 + Penalty 4902.159893 = -2952122.469955
  nChanged 7
		SP:Iteration 35Q (94912.010000 sec): 3 clusters
  Score: Raw -2957029.333994 + Penalty 4902.159893 = -2952127.174102
  nChanged 19
		SP:Iteration 36Q (94912.310000 sec): 3 clusters
  Score: Raw -2957039.428014 + Penalty 4902.159893 = -2952137.268122
  nChanged 11
		SP:Iteration 37Q (94912.720000 sec): 3 clusters
  Score: Raw -2957047.954648 + Penalty 4902.159893 = -2952145.794755
  nChanged 9
		SP:Iteration 38Q (94913.100000 sec): 3 clusters
  Score: Raw -2957054.201022 + Penalty 4902.159893 = -2952152.041129
  nChanged 7
		SP:Iteration 39Q (94913.430000 sec): 3 clusters
  Score: Raw -2957056.961241 + Penalty 4902.159893 = -2952154.801348
  nChanged 6
		SP:Iteration 40F (94913.770000 sec): 3 clusters
  Score: Raw -2957062.043938 + Penalty 4902.159893 = -2952159.884045
  nChanged 6
		SP:Iteration 41Q (94914.070000 sec): 3 clusters
  Score: Raw -2957065.778251 + Penalty 4902.159893 = -2952163.618358
  nChanged 6
		SP:Iteration 42Q (94914.310000 sec): 3 clusters
  Score: Raw -2957068.745718 + Penalty 4902.159893 = -2952166.585825
  nChanged 5
		SP:Iteration 43Q (94914.610000 sec): 3 clusters
  Score: Raw -2957071.292550 + Penalty 4902.159893 = -2952169.132657
  nChanged 3
		SP:Iteration 44Q (94914.990000 sec): 3 clusters
  Score: Raw -2957072.454628 + Penalty 4902.159893 = -2952170.294735
  nChanged 3
		SP:Iteration 45Q (94915.280000 sec): 3 clusters
  Score: Raw -2957073.590336 + Penalty 4902.159893 = -2952171.430443
  nChanged 3
		SP:Iteration 46Q (94915.610000 sec): 3 clusters
  Score: Raw -2957077.848968 + Penalty 4902.159893 = -2952175.689075
  nChanged 5
		SP:Iteration 47Q (94915.900000 sec): 3 clusters
  Score: Raw -2957084.567513 + Penalty 4902.159893 = -2952182.407620
  nChanged 8
		SP:Iteration 48Q (94916.180000 sec): 3 clusters
  Score: Raw -2957088.610331 + Penalty 4902.159893 = -2952186.450438
  nChanged 4
		SP:Iteration 49Q (94916.450000 sec): 3 clusters
  Score: Raw -2957090.275344 + Penalty 4902.159893 = -2952188.115451
  nChanged 2
		SP:Iteration 50Q (94916.740000 sec): 3 clusters
  Score: Raw -2957091.292048 + Penalty 4902.159893 = -2952189.132155
  nChanged 1
		SP:Iteration 51Q (94917.110000 sec): 3 clusters
  Score: Raw -2957091.989166 + Penalty 4902.159893 = -2952189.829273
  nChanged 2
		SP:Iteration 52Q (94917.340000 sec): 3 clusters
  Score: Raw -2957092.947452 + Penalty 4902.159893 = -2952190.787559
  nChanged 1
		SP:Iteration 53Q (94917.710000 sec): 3 clusters
  Score: Raw -2957093.632835 + Penalty 4902.159893 = -2952191.472942
  nChanged 0
		SP:Iteration 54F (94917.990000 sec): 3 clusters
  Score: Raw -2957093.632835 + Penalty 4902.159893 = -2952191.472942
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (7111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94918.110000 sec): 2 clusters
  Score: Raw -1081152.556817 + Penalty 2199.610744 = -1078952.946073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94918.250000 sec): 3 clusters
  Score: Raw -1077539.862205 + Penalty 4399.221487 = -1073140.640718
  nChanged 2848
		SP:Iteration 1F (94918.370000 sec): 3 clusters
  Score: Raw -1079189.608958 + Penalty 4399.221487 = -1074790.387471
  nChanged 508
		SP:Iteration 2F (94918.510000 sec): 3 clusters
  Score: Raw -1079479.995664 + Penalty 4399.221487 = -1075080.774177
  nChanged 377
		SP:Iteration 3F (94918.780000 sec): 3 clusters
  Score: Raw -1079706.509465 + Penalty 4399.221487 = -1075307.287978
  nChanged 317
		SP:Iteration 4Q (94918.950000 sec): 3 clusters
  Score: Raw -1079869.720619 + Penalty 4399.221487 = -1075470.499131
  nChanged 261
		SP:Iteration 5Q (94919.190000 sec): 3 clusters
  Score: Raw -1080010.734588 + Penalty 4399.221487 = -1075611.513101
  nChanged 244
		SP:Iteration 6Q (94919.390000 sec): 3 clusters
  Score: Raw -1080148.743949 + Penalty 4399.221487 = -1075749.522462
  nChanged 248
		SP:Iteration 7Q (94919.550000 sec): 3 clusters
  Score: Raw -1080295.147185 + Penalty 4399.221487 = -1075895.925698
  nChanged 236
		SP:Iteration 8Q (94919.760000 sec): 3 clusters
  Score: Raw -1080442.009362 + Penalty 4399.221487 = -1076042.787874
  nChanged 225
		SP:Iteration 9Q (94919.930000 sec): 3 clusters
  Score: Raw -1080593.609239 + Penalty 4399.221487 = -1076194.387751
  nChanged 214
		SP:Iteration 10Q (94920.100000 sec): 3 clusters
  Score: Raw -1080738.302121 + Penalty 4399.221487 = -1076339.080634
  nChanged 190
		SP:Iteration 11Q (94920.310000 sec): 3 clusters
  Score: Raw -1080856.588084 + Penalty 4399.221487 = -1076457.366597
  nChanged 174
		SP:Iteration 12Q (94920.440000 sec): 3 clusters
  Score: Raw -1080974.933410 + Penalty 4399.221487 = -1076575.711923
  nChanged 163
		SP:Iteration 13Q (94920.590000 sec): 3 clusters
  Score: Raw -1081096.974848 + Penalty 4399.221487 = -1076697.753360
  nChanged 143
		SP:Iteration 14Q (94920.750000 sec): 3 clusters
  Score: Raw -1081201.349035 + Penalty 4399.221487 = -1076802.127548
  nChanged 142
		SP:Iteration 15Q (94920.930000 sec): 3 clusters
  Score: Raw -1081281.594564 + Penalty 4399.221487 = -1076882.373076
  nChanged 110
		SP:Iteration 16Q (94921.100000 sec): 3 clusters
  Score: Raw -1081344.721169 + Penalty 4399.221487 = -1076945.499682
  nChanged 94
		SP:Iteration 17Q (94921.230000 sec): 3 clusters
  Score: Raw -1081400.606204 + Penalty 4399.221487 = -1077001.384717
  nChanged 79
		SP:Iteration 18Q (94921.420000 sec): 3 clusters
  Score: Raw -1081448.595925 + Penalty 4399.221487 = -1077049.374437
  nChanged 71
		SP:Iteration 19Q (94921.610000 sec): 3 clusters
  Score: Raw -1081478.839301 + Penalty 4399.221487 = -1077079.617813
  nChanged 48
		SP:Iteration 20F (94921.710000 sec): 3 clusters
  Score: Raw -1081500.812505 + Penalty 4399.221487 = -1077101.591018
  nChanged 46
		SP:Iteration 21Q (94921.840000 sec): 3 clusters
  Score: Raw -1081517.088301 + Penalty 4399.221487 = -1077117.866813
  nChanged 29
		SP:Iteration 22Q (94922.010000 sec): 3 clusters
  Score: Raw -1081524.698274 + Penalty 4399.221487 = -1077125.476787
  nChanged 19
		SP:Iteration 23Q (94922.200000 sec): 3 clusters
  Score: Raw -1081530.566980 + Penalty 4399.221487 = -1077131.345493
  nChanged 19
		SP:Iteration 24Q (94922.420000 sec): 3 clusters
  Score: Raw -1081536.366440 + Penalty 4399.221487 = -1077137.144953
  nChanged 17
		SP:Iteration 25Q (94922.650000 sec): 3 clusters
  Score: Raw -1081540.959711 + Penalty 4399.221487 = -1077141.738223
  nChanged 21
		SP:Iteration 26Q (94922.810000 sec): 3 clusters
  Score: Raw -1081546.602725 + Penalty 4399.221487 = -1077147.381238
  nChanged 25
		SP:Iteration 27Q (94923.030000 sec): 3 clusters
  Score: Raw -1081552.992051 + Penalty 4399.221487 = -1077153.770564
  nChanged 16
		SP:Iteration 28Q (94923.160000 sec): 3 clusters
  Score: Raw -1081557.648930 + Penalty 4399.221487 = -1077158.427443
  nChanged 14
		SP:Iteration 29Q (94923.410000 sec): 3 clusters
  Score: Raw -1081561.217646 + Penalty 4399.221487 = -1077161.996159
  nChanged 16
		SP:Iteration 30Q (94923.590000 sec): 3 clusters
  Score: Raw -1081565.278135 + Penalty 4399.221487 = -1077166.056648
  nChanged 10
		SP:Iteration 31Q (94923.780000 sec): 3 clusters
  Score: Raw -1081568.385700 + Penalty 4399.221487 = -1077169.164213
  nChanged 10
		SP:Iteration 32Q (94923.930000 sec): 3 clusters
  Score: Raw -1081570.526795 + Penalty 4399.221487 = -1077171.305307
  nChanged 8
		SP:Iteration 33Q (94924.080000 sec): 3 clusters
  Score: Raw -1081572.092115 + Penalty 4399.221487 = -1077172.870628
  nChanged 12
		SP:Iteration 34Q (94924.250000 sec): 3 clusters
  Score: Raw -1081575.274112 + Penalty 4399.221487 = -1077176.052625
  nChanged 9
		SP:Iteration 35Q (94924.420000 sec): 3 clusters
  Score: Raw -1081577.628088 + Penalty 4399.221487 = -1077178.406601
  nChanged 7
		SP:Iteration 36Q (94924.560000 sec): 3 clusters
  Score: Raw -1081579.604574 + Penalty 4399.221487 = -1077180.383087
  nChanged 2
		SP:Iteration 37Q (94924.760000 sec): 3 clusters
  Score: Raw -1081580.221221 + Penalty 4399.221487 = -1077180.999734
  nChanged 2
		SP:Iteration 38Q (94924.960000 sec): 3 clusters
  Score: Raw -1081580.737530 + Penalty 4399.221487 = -1077181.516043
  nChanged 2
		SP:Iteration 39Q (94925.130000 sec): 3 clusters
  Score: Raw -1081581.123785 + Penalty 4399.221487 = -1077181.902297
  nChanged 2
		SP:Iteration 40F (94925.330000 sec): 3 clusters
  Score: Raw -1081581.614308 + Penalty 4399.221487 = -1077182.392821
  nChanged 3
		SP:Iteration 41Q (94925.560000 sec): 3 clusters
  Score: Raw -1081582.761741 + Penalty 4399.221487 = -1077183.540253
  nChanged 6
		SP:Iteration 42Q (94925.720000 sec): 3 clusters
  Score: Raw -1081585.204310 + Penalty 4399.221487 = -1077185.982823
  nChanged 10
		SP:Iteration 43Q (94925.930000 sec): 3 clusters
  Score: Raw -1081587.738591 + Penalty 4399.221487 = -1077188.517104
  nChanged 5
		SP:Iteration 44Q (94926.140000 sec): 3 clusters
  Score: Raw -1081588.635344 + Penalty 4399.221487 = -1077189.413857
  nChanged 2
		SP:Iteration 45Q (94926.330000 sec): 3 clusters
  Score: Raw -1081589.117400 + Penalty 4399.221487 = -1077189.895913
  nChanged 3
		SP:Iteration 46Q (94926.520000 sec): 3 clusters
  Score: Raw -1081589.871074 + Penalty 4399.221487 = -1077190.649586
  nChanged 3
		SP:Iteration 47Q (94926.720000 sec): 3 clusters
  Score: Raw -1081590.421342 + Penalty 4399.221487 = -1077191.199855
  nChanged 2
		SP:Iteration 48Q (94926.910000 sec): 3 clusters
  Score: Raw -1081590.888529 + Penalty 4399.221487 = -1077191.667041
  nChanged 1
		SP:Iteration 49Q (94927.080000 sec): 3 clusters
  Score: Raw -1081591.206495 + Penalty 4399.221487 = -1077191.985007
  nChanged 1
		SP:Iteration 50Q (94927.410000 sec): 3 clusters
  Score: Raw -1081591.386727 + Penalty 4399.221487 = -1077192.165240
  nChanged 0
		SP:Iteration 51F (94927.650000 sec): 3 clusters
  Score: Raw -1081591.386727 + Penalty 4399.221487 = -1077192.165240
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (2822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94927.760000 sec): 2 clusters
  Score: Raw -422387.071734 + Penalty 1970.409881 = -420416.661853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94928.010000 sec): 3 clusters
  Score: Raw -421207.784644 + Penalty 3940.819762 = -417266.964883
  nChanged 991
		SP:Iteration 1F (94928.170000 sec): 3 clusters
  Score: Raw -421909.659890 + Penalty 3940.819762 = -417968.840129
  nChanged 236
		SP:Iteration 2F (94928.340000 sec): 3 clusters
  Score: Raw -422110.956284 + Penalty 3940.819762 = -418170.136522
  nChanged 150
		SP:Iteration 3F (94928.510000 sec): 3 clusters
  Score: Raw -422234.449180 + Penalty 3940.819762 = -418293.629419
  nChanged 101
		SP:Iteration 4Q (94928.690000 sec): 3 clusters
  Score: Raw -422315.174532 + Penalty 3940.819762 = -418374.354770
  nChanged 80
		SP:Iteration 5Q (94928.850000 sec): 3 clusters
  Score: Raw -422373.984802 + Penalty 3940.819762 = -418433.165040
  nChanged 62
		SP:Iteration 6Q (94928.950000 sec): 3 clusters
  Score: Raw -422430.527671 + Penalty 3940.819762 = -418489.707909
  nChanged 69
		SP:Iteration 7Q (94929.130000 sec): 3 clusters
  Score: Raw -422484.570872 + Penalty 3940.819762 = -418543.751111
  nChanged 64
		SP:Iteration 8Q (94929.290000 sec): 3 clusters
  Score: Raw -422537.234292 + Penalty 3940.819762 = -418596.414530
  nChanged 67
		SP:Iteration 9Q (94929.400000 sec): 3 clusters
  Score: Raw -422592.300640 + Penalty 3940.819762 = -418651.480878
  nChanged 50
		SP:Iteration 10Q (94929.560000 sec): 3 clusters
  Score: Raw -422634.422727 + Penalty 3940.819762 = -418693.602966
  nChanged 45
		SP:Iteration 11Q (94929.700000 sec): 3 clusters
  Score: Raw -422679.238561 + Penalty 3940.819762 = -418738.418799
  nChanged 45
		SP:Iteration 12Q (94929.860000 sec): 3 clusters
  Score: Raw -422717.557629 + Penalty 3940.819762 = -418776.737867
  nChanged 44
		SP:Iteration 13Q (94930.010000 sec): 3 clusters
  Score: Raw -422754.472372 + Penalty 3940.819762 = -418813.652610
  nChanged 34
		SP:Iteration 14Q (94930.110000 sec): 3 clusters
  Score: Raw -422782.455963 + Penalty 3940.819762 = -418841.636201
  nChanged 35
		SP:Iteration 15Q (94930.250000 sec): 3 clusters
  Score: Raw -422805.703387 + Penalty 3940.819762 = -418864.883625
  nChanged 26
		SP:Iteration 16Q (94930.400000 sec): 3 clusters
  Score: Raw -422823.088028 + Penalty 3940.819762 = -418882.268266
  nChanged 17
		SP:Iteration 17Q (94930.540000 sec): 3 clusters
  Score: Raw -422835.457852 + Penalty 3940.819762 = -418894.638090
  nChanged 22
		SP:Iteration 18Q (94930.690000 sec): 3 clusters
  Score: Raw -422851.429165 + Penalty 3940.819762 = -418910.609404
  nChanged 24
		SP:Iteration 19Q (94930.830000 sec): 3 clusters
  Score: Raw -422869.232579 + Penalty 3940.819762 = -418928.412817
  nChanged 21
		SP:Iteration 20F (94930.970000 sec): 3 clusters
  Score: Raw -422883.662694 + Penalty 3940.819762 = -418942.842932
  nChanged 16
		SP:Iteration 21Q (94931.110000 sec): 3 clusters
  Score: Raw -422894.021041 + Penalty 3940.819762 = -418953.201280
  nChanged 20
		SP:Iteration 22Q (94931.280000 sec): 3 clusters
  Score: Raw -422909.874860 + Penalty 3940.819762 = -418969.055098
  nChanged 19
		SP:Iteration 23Q (94931.470000 sec): 3 clusters
  Score: Raw -422924.484649 + Penalty 3940.819762 = -418983.664888
  nChanged 13
		SP:Iteration 24Q (94931.630000 sec): 3 clusters
  Score: Raw -422934.146092 + Penalty 3940.819762 = -418993.326330
  nChanged 9
		SP:Iteration 25Q (94931.800000 sec): 3 clusters
  Score: Raw -422941.100116 + Penalty 3940.819762 = -419000.280354
  nChanged 10
		SP:Iteration 26Q (94931.910000 sec): 3 clusters
  Score: Raw -422948.379608 + Penalty 3940.819762 = -419007.559846
  nChanged 13
		SP:Iteration 27Q (94932.060000 sec): 3 clusters
  Score: Raw -422956.418159 + Penalty 3940.819762 = -419015.598398
  nChanged 8
		SP:Iteration 28Q (94932.150000 sec): 3 clusters
  Score: Raw -422961.473717 + Penalty 3940.819762 = -419020.653955
  nChanged 5
		SP:Iteration 29Q (94932.300000 sec): 3 clusters
  Score: Raw -422964.413711 + Penalty 3940.819762 = -419023.593949
  nChanged 6
		SP:Iteration 30Q (94932.440000 sec): 3 clusters
  Score: Raw -422969.594738 + Penalty 3940.819762 = -419028.774976
  nChanged 9
		SP:Iteration 31Q (94932.590000 sec): 3 clusters
  Score: Raw -422975.362909 + Penalty 3940.819762 = -419034.543148
  nChanged 11
		SP:Iteration 32Q (94932.730000 sec): 3 clusters
  Score: Raw -422981.995422 + Penalty 3940.819762 = -419041.175661
  nChanged 9
		SP:Iteration 33Q (94932.880000 sec): 3 clusters
  Score: Raw -422986.446993 + Penalty 3940.819762 = -419045.627231
  nChanged 2
		SP:Iteration 34Q (94932.990000 sec): 3 clusters
  Score: Raw -422988.199932 + Penalty 3940.819762 = -419047.380170
  nChanged 2
		SP:Iteration 35Q (94933.140000 sec): 3 clusters
  Score: Raw -422989.492357 + Penalty 3940.819762 = -419048.672596
  nChanged 3
		SP:Iteration 36Q (94933.260000 sec): 3 clusters
  Score: Raw -422990.396134 + Penalty 3940.819762 = -419049.576372
  nChanged 1
		SP:Iteration 37Q (94933.410000 sec): 3 clusters
  Score: Raw -422991.879518 + Penalty 3940.819762 = -419051.059756
  nChanged 5
		SP:Iteration 38Q (94933.590000 sec): 3 clusters
  Score: Raw -422996.812427 + Penalty 3940.819762 = -419055.992665
  nChanged 7
		SP:Iteration 39Q (94933.700000 sec): 3 clusters
  Score: Raw -423006.251822 + Penalty 3940.819762 = -419065.432060
  nChanged 16
		SP:Iteration 40F (94933.880000 sec): 3 clusters
  Score: Raw -423022.715844 + Penalty 3940.819762 = -419081.896083
  nChanged 21
		SP:Iteration 41Q (94934.010000 sec): 3 clusters
  Score: Raw -423044.300071 + Penalty 3940.819762 = -419103.480309
  nChanged 17
		SP:Iteration 42Q (94934.180000 sec): 3 clusters
  Score: Raw -423055.829214 + Penalty 3940.819762 = -419115.009452
  nChanged 18
		SP:Iteration 43Q (94934.370000 sec): 3 clusters
  Score: Raw -423066.030579 + Penalty 3940.819762 = -419125.210817
  nChanged 14
		SP:Iteration 44Q (94934.510000 sec): 3 clusters
  Score: Raw -423073.589502 + Penalty 3940.819762 = -419132.769740
  nChanged 7
		SP:Iteration 45Q (94934.700000 sec): 3 clusters
  Score: Raw -423077.588113 + Penalty 3940.819762 = -419136.768351
  nChanged 6
		SP:Iteration 46Q (94934.890000 sec): 3 clusters
  Score: Raw -423080.645390 + Penalty 3940.819762 = -419139.825628
  nChanged 6
		SP:Iteration 47Q (94935.030000 sec): 3 clusters
  Score: Raw -423083.005214 + Penalty 3940.819762 = -419142.185452
  nChanged 2
		SP:Iteration 48Q (94935.220000 sec): 3 clusters
  Score: Raw -423083.813652 + Penalty 3940.819762 = -419142.993890
  nChanged 0
		SP:Iteration 49F (94935.400000 sec): 3 clusters
  Score: Raw -423083.813652 + Penalty 3940.819762 = -419142.993890
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (4511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94935.530000 sec): 2 clusters
  Score: Raw -694924.971022 + Penalty 2086.739986 = -692838.231036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94935.790000 sec): 3 clusters
  Score: Raw -692796.338158 + Penalty 4173.479972 = -688622.858186
  nChanged 1714
		SP:Iteration 1F (94935.960000 sec): 3 clusters
  Score: Raw -693757.568535 + Penalty 4173.479972 = -689584.088563
  nChanged 357
		SP:Iteration 2F (94936.150000 sec): 3 clusters
  Score: Raw -693958.556602 + Penalty 4173.479972 = -689785.076630
  nChanged 218
		SP:Iteration 3Q (94936.330000 sec): 3 clusters
  Score: Raw -694067.257744 + Penalty 4173.479972 = -689893.777771
  nChanged 150
		SP:Iteration 4Q (94936.510000 sec): 3 clusters
  Score: Raw -694152.594198 + Penalty 4173.479972 = -689979.114225
  nChanged 121
		SP:Iteration 5Q (94936.670000 sec): 3 clusters
  Score: Raw -694221.605753 + Penalty 4173.479972 = -690048.125781
  nChanged 118
		SP:Iteration 6Q (94936.860000 sec): 3 clusters
  Score: Raw -694284.014433 + Penalty 4173.479972 = -690110.534461
  nChanged 106
		SP:Iteration 7Q (94937.010000 sec): 3 clusters
  Score: Raw -694340.607413 + Penalty 4173.479972 = -690167.127440
  nChanged 95
		SP:Iteration 8Q (94937.230000 sec): 3 clusters
  Score: Raw -694390.010699 + Penalty 4173.479972 = -690216.530727
  nChanged 89
		SP:Iteration 9Q (94937.370000 sec): 3 clusters
  Score: Raw -694434.060055 + Penalty 4173.479972 = -690260.580083
  nChanged 85
		SP:Iteration 10Q (94937.590000 sec): 3 clusters
  Score: Raw -694479.688795 + Penalty 4173.479972 = -690306.208823
  nChanged 70
		SP:Iteration 11Q (94937.730000 sec): 3 clusters
  Score: Raw -694514.704668 + Penalty 4173.479972 = -690341.224696
  nChanged 61
		SP:Iteration 12Q (94937.870000 sec): 3 clusters
  Score: Raw -694548.574745 + Penalty 4173.479972 = -690375.094773
  nChanged 71
		SP:Iteration 13Q (94938.070000 sec): 3 clusters
  Score: Raw -694588.106108 + Penalty 4173.479972 = -690414.626135
  nChanged 57
		SP:Iteration 14Q (94938.240000 sec): 3 clusters
  Score: Raw -694613.281813 + Penalty 4173.479972 = -690439.801841
  nChanged 56
		SP:Iteration 15Q (94938.460000 sec): 3 clusters
  Score: Raw -694642.084521 + Penalty 4173.479972 = -690468.604549
  nChanged 52
		SP:Iteration 16Q (94938.560000 sec): 3 clusters
  Score: Raw -694663.064984 + Penalty 4173.479972 = -690489.585012
  nChanged 46
		SP:Iteration 17Q (94938.710000 sec): 3 clusters
  Score: Raw -694686.297372 + Penalty 4173.479972 = -690512.817399
  nChanged 43
		SP:Iteration 18Q (94938.900000 sec): 3 clusters
  Score: Raw -694710.467641 + Penalty 4173.479972 = -690536.987669
  nChanged 55
		SP:Iteration 19Q (94939.090000 sec): 3 clusters
  Score: Raw -694739.758475 + Penalty 4173.479972 = -690566.278503
  nChanged 56
		SP:Iteration 20F (94939.220000 sec): 3 clusters
  Score: Raw -694768.321481 + Penalty 4173.479972 = -690594.841508
  nChanged 51
		SP:Iteration 21Q (94939.360000 sec): 3 clusters
  Score: Raw -694790.519760 + Penalty 4173.479972 = -690617.039788
  nChanged 48
		SP:Iteration 22Q (94939.480000 sec): 3 clusters
  Score: Raw -694815.002340 + Penalty 4173.479972 = -690641.522368
  nChanged 37
		SP:Iteration 23Q (94939.680000 sec): 3 clusters
  Score: Raw -694831.001528 + Penalty 4173.479972 = -690657.521556
  nChanged 34
		SP:Iteration 24Q (94939.800000 sec): 3 clusters
  Score: Raw -694846.872833 + Penalty 4173.479972 = -690673.392860
  nChanged 34
		SP:Iteration 25Q (94939.990000 sec): 3 clusters
  Score: Raw -694862.719278 + Penalty 4173.479972 = -690689.239305
  nChanged 34
		SP:Iteration 26Q (94940.200000 sec): 3 clusters
  Score: Raw -694882.324141 + Penalty 4173.479972 = -690708.844169
  nChanged 44
		SP:Iteration 27Q (94940.400000 sec): 3 clusters
  Score: Raw -694915.556575 + Penalty 4173.479972 = -690742.076603
  nChanged 52
		SP:Iteration 28Q (94940.570000 sec): 3 clusters
  Score: Raw -694948.713520 + Penalty 4173.479972 = -690775.233548
  nChanged 46
		SP:Iteration 29Q (94940.780000 sec): 3 clusters
  Score: Raw -694976.540030 + Penalty 4173.479972 = -690803.060057
  nChanged 58
		SP:Iteration 30Q (94940.950000 sec): 3 clusters
  Score: Raw -695009.347723 + Penalty 4173.479972 = -690835.867750
  nChanged 40
		SP:Iteration 31Q (94941.120000 sec): 3 clusters
  Score: Raw -695039.345144 + Penalty 4173.479972 = -690865.865172
  nChanged 35
		SP:Iteration 32Q (94941.330000 sec): 3 clusters
  Score: Raw -695058.267430 + Penalty 4173.479972 = -690884.787458
  nChanged 34
		SP:Iteration 33Q (94941.590000 sec): 3 clusters
  Score: Raw -695079.728145 + Penalty 4173.479972 = -690906.248173
  nChanged 36
		SP:Iteration 34Q (94941.740000 sec): 3 clusters
  Score: Raw -695104.218620 + Penalty 4173.479972 = -690930.738648
  nChanged 48
		SP:Iteration 35Q (94941.940000 sec): 3 clusters
  Score: Raw -695143.207288 + Penalty 4173.479972 = -690969.727315
  nChanged 51
		SP:Iteration 36Q (94942.100000 sec): 3 clusters
  Score: Raw -695181.957667 + Penalty 4173.479972 = -691008.477695
  nChanged 47
		SP:Iteration 37Q (94942.290000 sec): 3 clusters
  Score: Raw -695216.337121 + Penalty 4173.479972 = -691042.857149
  nChanged 47
		SP:Iteration 38Q (94942.490000 sec): 3 clusters
  Score: Raw -695246.328343 + Penalty 4173.479972 = -691072.848371
  nChanged 35
		SP:Iteration 39Q (94942.730000 sec): 3 clusters
  Score: Raw -695270.954852 + Penalty 4173.479972 = -691097.474880
  nChanged 28
		SP:Iteration 40F (94942.910000 sec): 3 clusters
  Score: Raw -695294.805032 + Penalty 4173.479972 = -691121.325060
  nChanged 32
		SP:Iteration 41Q (94943.090000 sec): 3 clusters
  Score: Raw -695314.801359 + Penalty 4173.479972 = -691141.321387
  nChanged 29
		SP:Iteration 42Q (94943.290000 sec): 3 clusters
  Score: Raw -695337.048274 + Penalty 4173.479972 = -691163.568302
  nChanged 34
		SP:Iteration 43Q (94943.420000 sec): 3 clusters
  Score: Raw -695361.807041 + Penalty 4173.479972 = -691188.327068
  nChanged 30
		SP:Iteration 44Q (94943.550000 sec): 3 clusters
  Score: Raw -695382.658698 + Penalty 4173.479972 = -691209.178726
  nChanged 31
		SP:Iteration 45Q (94943.730000 sec): 3 clusters
  Score: Raw -695405.117963 + Penalty 4173.479972 = -691231.637991
  nChanged 24
		SP:Iteration 46Q (94943.890000 sec): 3 clusters
  Score: Raw -695425.555556 + Penalty 4173.479972 = -691252.075584
  nChanged 27
		SP:Iteration 47Q (94944.040000 sec): 3 clusters
  Score: Raw -695441.165947 + Penalty 4173.479972 = -691267.685974
  nChanged 18
		SP:Iteration 48Q (94944.230000 sec): 3 clusters
  Score: Raw -695449.239367 + Penalty 4173.479972 = -691275.759394
  nChanged 15
		SP:Iteration 49Q (94944.380000 sec): 3 clusters
  Score: Raw -695457.187443 + Penalty 4173.479972 = -691283.707471
  nChanged 10
		SP:Iteration 50Q (94944.570000 sec): 3 clusters
  Score: Raw -695462.278359 + Penalty 4173.479972 = -691288.798387
  nChanged 9
		SP:Iteration 51Q (94944.760000 sec): 3 clusters
  Score: Raw -695469.602967 + Penalty 4173.479972 = -691296.122995
  nChanged 16
		SP:Iteration 52Q (94944.980000 sec): 3 clusters
  Score: Raw -695478.775972 + Penalty 4173.479972 = -691305.295999
  nChanged 19
		SP:Iteration 53Q (94945.140000 sec): 3 clusters
  Score: Raw -695491.256273 + Penalty 4173.479972 = -691317.776301
  nChanged 19
		SP:Iteration 54Q (94945.370000 sec): 3 clusters
  Score: Raw -695508.168523 + Penalty 4173.479972 = -691334.688551
  nChanged 26
		SP:Iteration 55Q (94945.540000 sec): 3 clusters
  Score: Raw -695529.227477 + Penalty 4173.479972 = -691355.747505
  nChanged 32
		SP:Iteration 56Q (94945.720000 sec): 3 clusters
  Score: Raw -695557.542623 + Penalty 4173.479972 = -691384.062651
  nChanged 32
		SP:Iteration 57Q (94945.880000 sec): 3 clusters
  Score: Raw -695577.623776 + Penalty 4173.479972 = -691404.143803
  nChanged 23
		SP:Iteration 58Q (94946.050000 sec): 3 clusters
  Score: Raw -695605.118407 + Penalty 4173.479972 = -691431.638435
  nChanged 35
		SP:Iteration 59Q (94946.240000 sec): 3 clusters
  Score: Raw -695636.261675 + Penalty 4173.479972 = -691462.781703
  nChanged 30
		SP:Iteration 60F (94946.400000 sec): 3 clusters
  Score: Raw -695661.500454 + Penalty 4173.479972 = -691488.020481
  nChanged 30
		SP:Iteration 61Q (94946.580000 sec): 3 clusters
  Score: Raw -695685.267874 + Penalty 4173.479972 = -691511.787902
  nChanged 27
		SP:Iteration 62Q (94946.760000 sec): 3 clusters
  Score: Raw -695705.817680 + Penalty 4173.479972 = -691532.337708
  nChanged 25
		SP:Iteration 63Q (94947.000000 sec): 3 clusters
  Score: Raw -695725.192792 + Penalty 4173.479972 = -691551.712819
  nChanged 21
		SP:Iteration 64Q (94947.250000 sec): 3 clusters
  Score: Raw -695738.591506 + Penalty 4173.479972 = -691565.111534
  nChanged 22
		SP:Iteration 65Q (94947.420000 sec): 3 clusters
  Score: Raw -695754.674016 + Penalty 4173.479972 = -691581.194044
  nChanged 15
		SP:Iteration 66Q (94947.600000 sec): 3 clusters
  Score: Raw -695761.804421 + Penalty 4173.479972 = -691588.324449
  nChanged 6
		SP:Iteration 67Q (94947.790000 sec): 3 clusters
  Score: Raw -695767.128967 + Penalty 4173.479972 = -691593.648995
  nChanged 11
		SP:Iteration 68Q (94947.980000 sec): 3 clusters
  Score: Raw -695775.133721 + Penalty 4173.479972 = -691601.653749
  nChanged 10
		SP:Iteration 69Q (94948.160000 sec): 3 clusters
  Score: Raw -695779.986676 + Penalty 4173.479972 = -691606.506704
  nChanged 3
		SP:Iteration 70Q (94948.390000 sec): 3 clusters
  Score: Raw -695781.405617 + Penalty 4173.479972 = -691607.925645
  nChanged 4
		SP:Iteration 71Q (94948.540000 sec): 3 clusters
  Score: Raw -695783.523782 + Penalty 4173.479972 = -691610.043809
  nChanged 3
		SP:Iteration 72Q (94948.730000 sec): 3 clusters
  Score: Raw -695785.580977 + Penalty 4173.479972 = -691612.101005
  nChanged 2
		SP:Iteration 73Q (94948.960000 sec): 3 clusters
  Score: Raw -695788.582135 + Penalty 4173.479972 = -691615.102163
  nChanged 5
		SP:Iteration 74Q (94949.140000 sec): 3 clusters
  Score: Raw -695791.170140 + Penalty 4173.479972 = -691617.690168
  nChanged 4
		SP:Iteration 75Q (94949.330000 sec): 3 clusters
  Score: Raw -695793.353542 + Penalty 4173.479972 = -691619.873570
  nChanged 4
		SP:Iteration 76Q (94949.530000 sec): 3 clusters
  Score: Raw -695794.869666 + Penalty 4173.479972 = -691621.389693
  nChanged 3
		SP:Iteration 77Q (94949.670000 sec): 3 clusters
  Score: Raw -695796.253337 + Penalty 4173.479972 = -691622.773365
  nChanged 4
		SP:Iteration 78Q (94949.850000 sec): 3 clusters
  Score: Raw -695798.366945 + Penalty 4173.479972 = -691624.886973
  nChanged 6
		SP:Iteration 79Q (94950.050000 sec): 3 clusters
  Score: Raw -695801.532124 + Penalty 4173.479972 = -691628.052152
  nChanged 9
		SP:Iteration 80F (94950.210000 sec): 3 clusters
  Score: Raw -695805.775460 + Penalty 4173.479972 = -691632.295488
  nChanged 5
		SP:Iteration 81Q (94950.410000 sec): 3 clusters
  Score: Raw -695809.195264 + Penalty 4173.479972 = -691635.715292
  nChanged 6
		SP:Iteration 82Q (94950.620000 sec): 3 clusters
  Score: Raw -695813.847038 + Penalty 4173.479972 = -691640.367066
  nChanged 1
		SP:Iteration 83Q (94950.830000 sec): 3 clusters
  Score: Raw -695814.019326 + Penalty 4173.479972 = -691640.539354
  nChanged 1
		SP:Iteration 84Q (94951.000000 sec): 3 clusters
  Score: Raw -695814.469523 + Penalty 4173.479972 = -691640.989551
  nChanged 0
		SP:Iteration 85F (94951.170000 sec): 3 clusters
  Score: Raw -695814.469523 + Penalty 4173.479972 = -691640.989551
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (2285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94951.250000 sec): 2 clusters
  Score: Raw -353822.025611 + Penalty 1918.062083 = -351903.963528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94951.400000 sec): 3 clusters
  Score: Raw -352937.669735 + Penalty 3836.124166 = -349101.545568
  nChanged 764
		SP:Iteration 1F (94951.500000 sec): 3 clusters
  Score: Raw -353612.384984 + Penalty 3836.124166 = -349776.260817
  nChanged 220
		SP:Iteration 2F (94951.640000 sec): 3 clusters
  Score: Raw -353864.726474 + Penalty 3836.124166 = -350028.602308
  nChanged 159
		SP:Iteration 3F (94951.830000 sec): 3 clusters
  Score: Raw -354046.942132 + Penalty 3836.124166 = -350210.817965
  nChanged 113
		SP:Iteration 4Q (94952.010000 sec): 3 clusters
  Score: Raw -354168.437888 + Penalty 3836.124166 = -350332.313721
  nChanged 86
		SP:Iteration 5Q (94952.200000 sec): 3 clusters
  Score: Raw -354261.951099 + Penalty 3836.124166 = -350425.826932
  nChanged 72
		SP:Iteration 6Q (94952.340000 sec): 3 clusters
  Score: Raw -354341.884209 + Penalty 3836.124166 = -350505.760042
  nChanged 54
		SP:Iteration 7Q (94952.550000 sec): 3 clusters
  Score: Raw -354387.787497 + Penalty 3836.124166 = -350551.663331
  nChanged 28
		SP:Iteration 8Q (94952.740000 sec): 3 clusters
  Score: Raw -354411.454085 + Penalty 3836.124166 = -350575.329918
  nChanged 23
		SP:Iteration 9Q (94952.940000 sec): 3 clusters
  Score: Raw -354429.338154 + Penalty 3836.124166 = -350593.213987
  nChanged 13
		SP:Iteration 10Q (94953.130000 sec): 3 clusters
  Score: Raw -354438.995409 + Penalty 3836.124166 = -350602.871243
  nChanged 12
		SP:Iteration 11Q (94953.370000 sec): 3 clusters
  Score: Raw -354450.221553 + Penalty 3836.124166 = -350614.097387
  nChanged 13
		SP:Iteration 12Q (94953.480000 sec): 3 clusters
  Score: Raw -354461.970385 + Penalty 3836.124166 = -350625.846219
  nChanged 11
		SP:Iteration 13Q (94953.620000 sec): 3 clusters
  Score: Raw -354470.591593 + Penalty 3836.124166 = -350634.467427
  nChanged 7
		SP:Iteration 14Q (94953.770000 sec): 3 clusters
  Score: Raw -354477.069303 + Penalty 3836.124166 = -350640.945136
  nChanged 8
		SP:Iteration 15Q (94953.880000 sec): 3 clusters
  Score: Raw -354484.834096 + Penalty 3836.124166 = -350648.709929
  nChanged 12
		SP:Iteration 16Q (94954.020000 sec): 3 clusters
  Score: Raw -354493.697090 + Penalty 3836.124166 = -350657.572924
  nChanged 11
		SP:Iteration 17Q (94954.180000 sec): 3 clusters
  Score: Raw -354504.694275 + Penalty 3836.124166 = -350668.570108
  nChanged 10
		SP:Iteration 18Q (94954.310000 sec): 3 clusters
  Score: Raw -354510.414799 + Penalty 3836.124166 = -350674.290633
  nChanged 6
		SP:Iteration 19Q (94954.460000 sec): 3 clusters
  Score: Raw -354513.347166 + Penalty 3836.124166 = -350677.222999
  nChanged 6
		SP:Iteration 20F (94954.610000 sec): 3 clusters
  Score: Raw -354517.014015 + Penalty 3836.124166 = -350680.889848
  nChanged 4
		SP:Iteration 21Q (94954.750000 sec): 3 clusters
  Score: Raw -354519.346840 + Penalty 3836.124166 = -350683.222674
  nChanged 3
		SP:Iteration 22Q (94954.900000 sec): 3 clusters
  Score: Raw -354520.818070 + Penalty 3836.124166 = -350684.693904
  nChanged 1
		SP:Iteration 23Q (94955.040000 sec): 3 clusters
  Score: Raw -354521.507267 + Penalty 3836.124166 = -350685.383101
  nChanged 0
		SP:Iteration 24F (94955.190000 sec): 3 clusters
  Score: Raw -354521.507267 + Penalty 3836.124166 = -350685.383101
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (3222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94955.330000 sec): 2 clusters
  Score: Raw -503081.609957 + Penalty 2003.283876 = -501078.326081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94955.520000 sec): 3 clusters
  Score: Raw -501721.446293 + Penalty 4006.567752 = -497714.878542
  nChanged 1119
		SP:Iteration 1F (94955.690000 sec): 3 clusters
  Score: Raw -502407.576025 + Penalty 4006.567752 = -498401.008273
  nChanged 244
		SP:Iteration 2F (94955.860000 sec): 3 clusters
  Score: Raw -502600.382311 + Penalty 4006.567752 = -498593.814560
  nChanged 172
		SP:Iteration 3F (94955.970000 sec): 3 clusters
  Score: Raw -502726.830091 + Penalty 4006.567752 = -498720.262339
  nChanged 126
		SP:Iteration 4Q (94956.170000 sec): 3 clusters
  Score: Raw -502817.229892 + Penalty 4006.567752 = -498810.662140
  nChanged 115
		SP:Iteration 5Q (94956.330000 sec): 3 clusters
  Score: Raw -502892.874531 + Penalty 4006.567752 = -498886.306780
  nChanged 82
		SP:Iteration 6Q (94956.440000 sec): 3 clusters
  Score: Raw -502946.578770 + Penalty 4006.567752 = -498940.011018
  nChanged 67
		SP:Iteration 7Q (94956.590000 sec): 3 clusters
  Score: Raw -502988.821044 + Penalty 4006.567752 = -498982.253292
  nChanged 71
		SP:Iteration 8Q (94956.730000 sec): 3 clusters
  Score: Raw -503030.894535 + Penalty 4006.567752 = -499024.326784
  nChanged 51
		SP:Iteration 9Q (94956.920000 sec): 3 clusters
  Score: Raw -503057.275686 + Penalty 4006.567752 = -499050.707935
  nChanged 38
		SP:Iteration 10Q (94957.090000 sec): 3 clusters
  Score: Raw -503083.783411 + Penalty 4006.567752 = -499077.215660
  nChanged 37
		SP:Iteration 11Q (94957.280000 sec): 3 clusters
  Score: Raw -503103.575478 + Penalty 4006.567752 = -499097.007727
  nChanged 24
		SP:Iteration 12Q (94957.450000 sec): 3 clusters
  Score: Raw -503115.342425 + Penalty 4006.567752 = -499108.774673
  nChanged 30
		SP:Iteration 13Q (94957.610000 sec): 3 clusters
  Score: Raw -503131.062773 + Penalty 4006.567752 = -499124.495021
  nChanged 21
		SP:Iteration 14Q (94957.810000 sec): 3 clusters
  Score: Raw -503144.750633 + Penalty 4006.567752 = -499138.182882
  nChanged 20
		SP:Iteration 15Q (94957.970000 sec): 3 clusters
  Score: Raw -503153.417327 + Penalty 4006.567752 = -499146.849576
  nChanged 19
		SP:Iteration 16Q (94958.080000 sec): 3 clusters
  Score: Raw -503167.267008 + Penalty 4006.567752 = -499160.699256
  nChanged 19
		SP:Iteration 17Q (94958.280000 sec): 3 clusters
  Score: Raw -503176.415051 + Penalty 4006.567752 = -499169.847299
  nChanged 19
		SP:Iteration 18Q (94958.390000 sec): 3 clusters
  Score: Raw -503184.575287 + Penalty 4006.567752 = -499178.007536
  nChanged 13
		SP:Iteration 19Q (94958.540000 sec): 3 clusters
  Score: Raw -503190.084396 + Penalty 4006.567752 = -499183.516644
  nChanged 6
		SP:Iteration 20F (94958.680000 sec): 3 clusters
  Score: Raw -503193.001150 + Penalty 4006.567752 = -499186.433399
  nChanged 6
		SP:Iteration 21Q (94958.820000 sec): 3 clusters
  Score: Raw -503195.738468 + Penalty 4006.567752 = -499189.170717
  nChanged 4
		SP:Iteration 22Q (94958.970000 sec): 3 clusters
  Score: Raw -503197.479150 + Penalty 4006.567752 = -499190.911399
  nChanged 3
		SP:Iteration 23Q (94959.220000 sec): 3 clusters
  Score: Raw -503198.550115 + Penalty 4006.567752 = -499191.982364
  nChanged 1
		SP:Iteration 24Q (94959.340000 sec): 3 clusters
  Score: Raw -503198.723790 + Penalty 4006.567752 = -499192.156039
  nChanged 1
		SP:Iteration 25Q (94959.530000 sec): 3 clusters
  Score: Raw -503199.061417 + Penalty 4006.567752 = -499192.493665
  nChanged 2
		SP:Iteration 26Q (94959.690000 sec): 3 clusters
  Score: Raw -503201.210633 + Penalty 4006.567752 = -499194.642881
  nChanged 4
		SP:Iteration 27Q (94959.840000 sec): 3 clusters
  Score: Raw -503203.696324 + Penalty 4006.567752 = -499197.128572
  nChanged 4
		SP:Iteration 28Q (94960.030000 sec): 3 clusters
  Score: Raw -503206.343159 + Penalty 4006.567752 = -499199.775407
  nChanged 3
		SP:Iteration 29Q (94960.190000 sec): 3 clusters
  Score: Raw -503208.478915 + Penalty 4006.567752 = -499201.911163
  nChanged 1
		SP:Iteration 30Q (94960.300000 sec): 3 clusters
  Score: Raw -503208.947425 + Penalty 4006.567752 = -499202.379674
  nChanged 0
		SP:Iteration 31F (94960.450000 sec): 3 clusters
  Score: Raw -503208.947425 + Penalty 4006.567752 = -499202.379674
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94960.540000 sec): 2 clusters
  Score: Raw -98180.820548 + Penalty 1616.015883 = -96564.804665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94960.650000 sec): 3 clusters
  Score: Raw -98186.868393 + Penalty 3232.031766 = -94954.836627
  nChanged 178
		SP:Iteration 1F (94960.800000 sec): 3 clusters
  Score: Raw -98457.670661 + Penalty 3232.031766 = -95225.638895
  nChanged 55
		SP:Iteration 2F (94960.900000 sec): 3 clusters
  Score: Raw -98564.795087 + Penalty 3232.031766 = -95332.763321
  nChanged 28
		SP:Iteration 3Q (94961.040000 sec): 3 clusters
  Score: Raw -98631.675981 + Penalty 3232.031766 = -95399.644216
  nChanged 16
		SP:Iteration 4Q (94961.140000 sec): 3 clusters
  Score: Raw -98669.355553 + Penalty 3232.031766 = -95437.323787
  nChanged 11
		SP:Iteration 5Q (94961.280000 sec): 3 clusters
  Score: Raw -98693.816039 + Penalty 3232.031766 = -95461.784273
  nChanged 7
		SP:Iteration 6Q (94961.380000 sec): 3 clusters
  Score: Raw -98703.523343 + Penalty 3232.031766 = -95471.491577
  nChanged 4
		SP:Iteration 7Q (94961.520000 sec): 3 clusters
  Score: Raw -98706.936565 + Penalty 3232.031766 = -95474.904800
  nChanged 1
		SP:Iteration 8Q (94961.660000 sec): 3 clusters
  Score: Raw -98708.889926 + Penalty 3232.031766 = -95476.858160
  nChanged 1
		SP:Iteration 9Q (94961.810000 sec): 3 clusters
  Score: Raw -98709.752089 + Penalty 3232.031766 = -95477.720323
  nChanged 0
		SP:Iteration 10F (94961.950000 sec): 3 clusters
  Score: Raw -98709.752089 + Penalty 3232.031766 = -95477.720323
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (4652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94962.100000 sec): 2 clusters
  Score: Raw -621515.377018 + Penalty 2094.373023 = -619421.003995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94962.300000 sec): 3 clusters
  Score: Raw -619413.906420 + Penalty 4188.746047 = -615225.160374
  nChanged 1776
		SP:Iteration 1F (94962.480000 sec): 3 clusters
  Score: Raw -620759.907103 + Penalty 4188.746047 = -616571.161057
  nChanged 474
		SP:Iteration 2F (94962.660000 sec): 3 clusters
  Score: Raw -621315.180383 + Penalty 4188.746047 = -617126.434336
  nChanged 389
		SP:Iteration 3F (94962.880000 sec): 3 clusters
  Score: Raw -621812.241238 + Penalty 4188.746047 = -617623.495191
  nChanged 335
		SP:Iteration 4F (94963.080000 sec): 3 clusters
  Score: Raw -622209.541875 + Penalty 4188.746047 = -618020.795828
  nChanged 269
		SP:Iteration 5F (94963.330000 sec): 3 clusters
  Score: Raw -622476.841119 + Penalty 4188.746047 = -618288.095073
  nChanged 185
		SP:Iteration 6Q (94963.520000 sec): 3 clusters
  Score: Raw -622660.323397 + Penalty 4188.746047 = -618471.577351
  nChanged 135
		SP:Iteration 7Q (94963.680000 sec): 3 clusters
  Score: Raw -622791.257126 + Penalty 4188.746047 = -618602.511080
  nChanged 125
		SP:Iteration 8Q (94963.860000 sec): 3 clusters
  Score: Raw -622904.991943 + Penalty 4188.746047 = -618716.245897
  nChanged 105
		SP:Iteration 9Q (94964.110000 sec): 3 clusters
  Score: Raw -622974.754504 + Penalty 4188.746047 = -618786.008458
  nChanged 89
		SP:Iteration 10Q (94964.280000 sec): 3 clusters
  Score: Raw -623040.454406 + Penalty 4188.746047 = -618851.708359
  nChanged 76
		SP:Iteration 11Q (94964.490000 sec): 3 clusters
  Score: Raw -623098.738230 + Penalty 4188.746047 = -618909.992183
  nChanged 65
		SP:Iteration 12Q (94964.720000 sec): 3 clusters
  Score: Raw -623134.140697 + Penalty 4188.746047 = -618945.394650
  nChanged 50
		SP:Iteration 13Q (94964.950000 sec): 3 clusters
  Score: Raw -623163.127483 + Penalty 4188.746047 = -618974.381437
  nChanged 49
		SP:Iteration 14Q (94965.160000 sec): 3 clusters
  Score: Raw -623192.010050 + Penalty 4188.746047 = -619003.264003
  nChanged 40
		SP:Iteration 15Q (94965.340000 sec): 3 clusters
  Score: Raw -623214.860736 + Penalty 4188.746047 = -619026.114689
  nChanged 39
		SP:Iteration 16Q (94965.570000 sec): 3 clusters
  Score: Raw -623241.374944 + Penalty 4188.746047 = -619052.628898
  nChanged 36
		SP:Iteration 17Q (94965.790000 sec): 3 clusters
  Score: Raw -623259.664519 + Penalty 4188.746047 = -619070.918473
  nChanged 25
		SP:Iteration 18Q (94965.970000 sec): 3 clusters
  Score: Raw -623268.268922 + Penalty 4188.746047 = -619079.522875
  nChanged 17
		SP:Iteration 19Q (94966.170000 sec): 3 clusters
  Score: Raw -623277.696910 + Penalty 4188.746047 = -619088.950863
  nChanged 11
		SP:Iteration 20F (94966.410000 sec): 3 clusters
  Score: Raw -623286.308948 + Penalty 4188.746047 = -619097.562901
  nChanged 12
		SP:Iteration 21Q (94966.590000 sec): 3 clusters
  Score: Raw -623293.813876 + Penalty 4188.746047 = -619105.067829
  nChanged 11
		SP:Iteration 22Q (94966.790000 sec): 3 clusters
  Score: Raw -623297.875395 + Penalty 4188.746047 = -619109.129348
  nChanged 13
		SP:Iteration 23Q (94966.920000 sec): 3 clusters
  Score: Raw -623302.680058 + Penalty 4188.746047 = -619113.934011
  nChanged 9
		SP:Iteration 24Q (94967.110000 sec): 3 clusters
  Score: Raw -623305.918390 + Penalty 4188.746047 = -619117.172343
  nChanged 5
		SP:Iteration 25Q (94967.290000 sec): 3 clusters
  Score: Raw -623307.741912 + Penalty 4188.746047 = -619118.995865
  nChanged 2
		SP:Iteration 26Q (94967.470000 sec): 3 clusters
  Score: Raw -623309.774674 + Penalty 4188.746047 = -619121.028628
  nChanged 4
		SP:Iteration 27Q (94967.660000 sec): 3 clusters
  Score: Raw -623311.231921 + Penalty 4188.746047 = -619122.485874
  nChanged 5
		SP:Iteration 28Q (94967.790000 sec): 3 clusters
  Score: Raw -623312.279200 + Penalty 4188.746047 = -619123.533154
  nChanged 3
		SP:Iteration 29Q (94967.990000 sec): 3 clusters
  Score: Raw -623313.342788 + Penalty 4188.746047 = -619124.596741
  nChanged 2
		SP:Iteration 30Q (94968.120000 sec): 3 clusters
  Score: Raw -623313.689181 + Penalty 4188.746047 = -619124.943134
  nChanged 1
		SP:Iteration 31Q (94968.320000 sec): 3 clusters
  Score: Raw -623313.799173 + Penalty 4188.746047 = -619125.053126
  nChanged 0
		SP:Iteration 32F (94968.530000 sec): 3 clusters
  Score: Raw -623313.799173 + Penalty 4188.746047 = -619125.053126
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (3484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94968.630000 sec): 2 clusters
  Score: Raw -549183.764787 + Penalty 2022.672212 = -547161.092575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94968.780000 sec): 3 clusters
  Score: Raw -547673.867050 + Penalty 4045.344424 = -543628.522627
  nChanged 1208
		SP:Iteration 1F (94968.970000 sec): 3 clusters
  Score: Raw -548335.595856 + Penalty 4045.344424 = -544290.251432
  nChanged 257
		SP:Iteration 2F (94969.090000 sec): 3 clusters
  Score: Raw -548497.114867 + Penalty 4045.344424 = -544451.770443
  nChanged 164
		SP:Iteration 3Q (94969.240000 sec): 3 clusters
  Score: Raw -548611.322907 + Penalty 4045.344424 = -544565.978483
  nChanged 133
		SP:Iteration 4Q (94969.430000 sec): 3 clusters
  Score: Raw -548687.968466 + Penalty 4045.344424 = -544642.624043
  nChanged 93
		SP:Iteration 5Q (94969.560000 sec): 3 clusters
  Score: Raw -548739.471764 + Penalty 4045.344424 = -544694.127340
  nChanged 78
		SP:Iteration 6Q (94969.700000 sec): 3 clusters
  Score: Raw -548784.563338 + Penalty 4045.344424 = -544739.218914
  nChanged 69
		SP:Iteration 7Q (94969.880000 sec): 3 clusters
  Score: Raw -548821.821198 + Penalty 4045.344424 = -544776.476774
  nChanged 58
		SP:Iteration 8Q (94969.990000 sec): 3 clusters
  Score: Raw -548854.431961 + Penalty 4045.344424 = -544809.087538
  nChanged 41
		SP:Iteration 9Q (94970.140000 sec): 3 clusters
  Score: Raw -548875.313206 + Penalty 4045.344424 = -544829.968783
  nChanged 46
		SP:Iteration 10Q (94970.280000 sec): 3 clusters
  Score: Raw -548902.856799 + Penalty 4045.344424 = -544857.512375
  nChanged 54
		SP:Iteration 11Q (94970.420000 sec): 3 clusters
  Score: Raw -548927.963925 + Penalty 4045.344424 = -544882.619502
  nChanged 34
		SP:Iteration 12Q (94970.560000 sec): 3 clusters
  Score: Raw -548942.299802 + Penalty 4045.344424 = -544896.955379
  nChanged 30
		SP:Iteration 13Q (94970.770000 sec): 3 clusters
  Score: Raw -548955.299492 + Penalty 4045.344424 = -544909.955069
  nChanged 28
		SP:Iteration 14Q (94970.900000 sec): 3 clusters
  Score: Raw -548970.061307 + Penalty 4045.344424 = -544924.716884
  nChanged 29
		SP:Iteration 15Q (94971.100000 sec): 3 clusters
  Score: Raw -548984.343446 + Penalty 4045.344424 = -544938.999022
  nChanged 23
		SP:Iteration 16Q (94971.320000 sec): 3 clusters
  Score: Raw -548992.382072 + Penalty 4045.344424 = -544947.037649
  nChanged 11
		SP:Iteration 17Q (94971.520000 sec): 3 clusters
  Score: Raw -548997.209531 + Penalty 4045.344424 = -544951.865107
  nChanged 10
		SP:Iteration 18Q (94971.740000 sec): 3 clusters
  Score: Raw -549001.377095 + Penalty 4045.344424 = -544956.032671
  nChanged 9
		SP:Iteration 19Q (94971.860000 sec): 3 clusters
  Score: Raw -549004.606947 + Penalty 4045.344424 = -544959.262523
  nChanged 11
		SP:Iteration 20F (94972.040000 sec): 3 clusters
  Score: Raw -549008.723757 + Penalty 4045.344424 = -544963.379333
  nChanged 12
		SP:Iteration 21Q (94972.190000 sec): 3 clusters
  Score: Raw -549012.849429 + Penalty 4045.344424 = -544967.505006
  nChanged 12
		SP:Iteration 22Q (94972.420000 sec): 3 clusters
  Score: Raw -549016.996233 + Penalty 4045.344424 = -544971.651810
  nChanged 8
		SP:Iteration 23Q (94972.640000 sec): 3 clusters
  Score: Raw -549019.987815 + Penalty 4045.344424 = -544974.643391
  nChanged 5
		SP:Iteration 24Q (94972.760000 sec): 3 clusters
  Score: Raw -549021.928379 + Penalty 4045.344424 = -544976.583956
  nChanged 5
		SP:Iteration 25Q (94972.950000 sec): 3 clusters
  Score: Raw -549024.715563 + Penalty 4045.344424 = -544979.371139
  nChanged 9
		SP:Iteration 26Q (94973.100000 sec): 3 clusters
  Score: Raw -549028.017962 + Penalty 4045.344424 = -544982.673538
  nChanged 8
		SP:Iteration 27Q (94973.280000 sec): 3 clusters
  Score: Raw -549030.805250 + Penalty 4045.344424 = -544985.460826
  nChanged 6
		SP:Iteration 28Q (94973.460000 sec): 3 clusters
  Score: Raw -549032.437168 + Penalty 4045.344424 = -544987.092744
  nChanged 3
		SP:Iteration 29Q (94973.610000 sec): 3 clusters
  Score: Raw -549033.759737 + Penalty 4045.344424 = -544988.415314
  nChanged 2
		SP:Iteration 30Q (94973.770000 sec): 3 clusters
  Score: Raw -549034.621136 + Penalty 4045.344424 = -544989.276712
  nChanged 3
		SP:Iteration 31Q (94973.950000 sec): 3 clusters
  Score: Raw -549035.538177 + Penalty 4045.344424 = -544990.193753
  nChanged 5
		SP:Iteration 32Q (94974.200000 sec): 3 clusters
  Score: Raw -549037.062139 + Penalty 4045.344424 = -544991.717715
  nChanged 7
		SP:Iteration 33Q (94974.370000 sec): 3 clusters
  Score: Raw -549039.229074 + Penalty 4045.344424 = -544993.884650
  nChanged 5
		SP:Iteration 34Q (94974.600000 sec): 3 clusters
  Score: Raw -549041.562866 + Penalty 4045.344424 = -544996.218442
  nChanged 10
		SP:Iteration 35Q (94974.780000 sec): 3 clusters
  Score: Raw -549044.803211 + Penalty 4045.344424 = -544999.458788
  nChanged 6
		SP:Iteration 36Q (94974.980000 sec): 3 clusters
  Score: Raw -549047.313179 + Penalty 4045.344424 = -545001.968756
  nChanged 6
		SP:Iteration 37Q (94975.170000 sec): 3 clusters
  Score: Raw -549049.223202 + Penalty 4045.344424 = -545003.878778
  nChanged 7
		SP:Iteration 38Q (94975.300000 sec): 3 clusters
  Score: Raw -549051.405307 + Penalty 4045.344424 = -545006.060884
  nChanged 6
		SP:Iteration 39Q (94975.440000 sec): 3 clusters
  Score: Raw -549053.101271 + Penalty 4045.344424 = -545007.756848
  nChanged 3
		SP:Iteration 40F (94975.620000 sec): 3 clusters
  Score: Raw -549054.927976 + Penalty 4045.344424 = -545009.583552
  nChanged 3
		SP:Iteration 41Q (94975.820000 sec): 3 clusters
  Score: Raw -549055.832667 + Penalty 4045.344424 = -545010.488243
  nChanged 4
		SP:Iteration 42Q (94976.020000 sec): 3 clusters
  Score: Raw -549057.623465 + Penalty 4045.344424 = -545012.279042
  nChanged 6
		SP:Iteration 43Q (94976.210000 sec): 3 clusters
  Score: Raw -549059.924553 + Penalty 4045.344424 = -545014.580130
  nChanged 5
		SP:Iteration 44Q (94976.360000 sec): 3 clusters
  Score: Raw -549061.651121 + Penalty 4045.344424 = -545016.306697
  nChanged 4
		SP:Iteration 45Q (94976.530000 sec): 3 clusters
  Score: Raw -549062.838612 + Penalty 4045.344424 = -545017.494189
  nChanged 3
		SP:Iteration 46Q (94976.650000 sec): 3 clusters
  Score: Raw -549063.602555 + Penalty 4045.344424 = -545018.258131
  nChanged 3
		SP:Iteration 47Q (94976.830000 sec): 3 clusters
  Score: Raw -549064.581940 + Penalty 4045.344424 = -545019.237516
  nChanged 3
		SP:Iteration 48Q (94977.030000 sec): 3 clusters
  Score: Raw -549065.453267 + Penalty 4045.344424 = -545020.108844
  nChanged 2
		SP:Iteration 49Q (94977.230000 sec): 3 clusters
  Score: Raw -549065.952244 + Penalty 4045.344424 = -545020.607820
  nChanged 0
		SP:Iteration 50F (94977.390000 sec): 3 clusters
  Score: Raw -549065.952244 + Penalty 4045.344424 = -545020.607820
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (9950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94977.600000 sec): 2 clusters
  Score: Raw -1609203.370117 + Penalty 2282.921302 = -1606920.448815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94977.830000 sec): 3 clusters
  Score: Raw -1603860.771193 + Penalty 4565.842604 = -1599294.928589
  nChanged 4116
		SP:Iteration 1F (94978.090000 sec): 3 clusters
  Score: Raw -1606092.319422 + Penalty 4565.842604 = -1601526.476818
  nChanged 673
		SP:Iteration 2F (94978.260000 sec): 3 clusters
  Score: Raw -1606445.655188 + Penalty 4565.842604 = -1601879.812584
  nChanged 545
		SP:Iteration 3F (94978.480000 sec): 3 clusters
  Score: Raw -1606725.877670 + Penalty 4565.842604 = -1602160.035066
  nChanged 512
		SP:Iteration 4F (94978.750000 sec): 3 clusters
  Score: Raw -1607032.453369 + Penalty 4565.842604 = -1602466.610765
  nChanged 529
		SP:Iteration 5F (94978.970000 sec): 3 clusters
  Score: Raw -1607367.810417 + Penalty 4565.842604 = -1602801.967813
  nChanged 469
		SP:Iteration 6Q (94979.140000 sec): 3 clusters
  Score: Raw -1607659.966356 + Penalty 4565.842604 = -1603094.123752
  nChanged 453
		SP:Iteration 7Q (94979.330000 sec): 3 clusters
  Score: Raw -1607978.772302 + Penalty 4565.842604 = -1603412.929698
  nChanged 392
		SP:Iteration 8Q (94979.580000 sec): 3 clusters
  Score: Raw -1608257.135652 + Penalty 4565.842604 = -1603691.293048
  nChanged 319
		SP:Iteration 9Q (94979.760000 sec): 3 clusters
  Score: Raw -1608472.895180 + Penalty 4565.842604 = -1603907.052576
  nChanged 256
		SP:Iteration 10Q (94979.980000 sec): 3 clusters
  Score: Raw -1608662.657666 + Penalty 4565.842604 = -1604096.815062
  nChanged 227
		SP:Iteration 11Q (94980.230000 sec): 3 clusters
  Score: Raw -1608829.936892 + Penalty 4565.842604 = -1604264.094288
  nChanged 183
		SP:Iteration 12Q (94980.420000 sec): 3 clusters
  Score: Raw -1608957.330233 + Penalty 4565.842604 = -1604391.487629
  nChanged 138
		SP:Iteration 13Q (94980.580000 sec): 3 clusters
  Score: Raw -1609054.990299 + Penalty 4565.842604 = -1604489.147695
  nChanged 107
		SP:Iteration 14Q (94980.810000 sec): 3 clusters
  Score: Raw -1609126.421821 + Penalty 4565.842604 = -1604560.579217
  nChanged 89
		SP:Iteration 15Q (94980.950000 sec): 3 clusters
  Score: Raw -1609194.466600 + Penalty 4565.842604 = -1604628.623997
  nChanged 79
		SP:Iteration 16Q (94981.130000 sec): 3 clusters
  Score: Raw -1609246.829588 + Penalty 4565.842604 = -1604680.986984
  nChanged 64
		SP:Iteration 17Q (94981.300000 sec): 3 clusters
  Score: Raw -1609291.509966 + Penalty 4565.842604 = -1604725.667362
  nChanged 56
		SP:Iteration 18Q (94981.460000 sec): 3 clusters
  Score: Raw -1609327.731816 + Penalty 4565.842604 = -1604761.889212
  nChanged 39
		SP:Iteration 19Q (94981.620000 sec): 3 clusters
  Score: Raw -1609350.584795 + Penalty 4565.842604 = -1604784.742191
  nChanged 34
		SP:Iteration 20F (94981.780000 sec): 3 clusters
  Score: Raw -1609375.224391 + Penalty 4565.842604 = -1604809.381787
  nChanged 28
		SP:Iteration 21Q (94982.010000 sec): 3 clusters
  Score: Raw -1609400.732086 + Penalty 4565.842604 = -1604834.889482
  nChanged 35
		SP:Iteration 22Q (94982.240000 sec): 3 clusters
  Score: Raw -1609424.479757 + Penalty 4565.842604 = -1604858.637153
  nChanged 23
		SP:Iteration 23Q (94982.470000 sec): 3 clusters
  Score: Raw -1609441.580824 + Penalty 4565.842604 = -1604875.738220
  nChanged 21
		SP:Iteration 24Q (94982.710000 sec): 3 clusters
  Score: Raw -1609457.521206 + Penalty 4565.842604 = -1604891.678602
  nChanged 15
		SP:Iteration 25Q (94982.910000 sec): 3 clusters
  Score: Raw -1609472.164779 + Penalty 4565.842604 = -1604906.322176
  nChanged 15
		SP:Iteration 26Q (94983.190000 sec): 3 clusters
  Score: Raw -1609481.768864 + Penalty 4565.842604 = -1604915.926260
  nChanged 10
		SP:Iteration 27Q (94983.410000 sec): 3 clusters
  Score: Raw -1609488.787215 + Penalty 4565.842604 = -1604922.944611
  nChanged 10
		SP:Iteration 28Q (94983.630000 sec): 3 clusters
  Score: Raw -1609497.950581 + Penalty 4565.842604 = -1604932.107977
  nChanged 13
		SP:Iteration 29Q (94983.750000 sec): 3 clusters
  Score: Raw -1609505.530178 + Penalty 4565.842604 = -1604939.687574
  nChanged 2
		SP:Iteration 30Q (94983.910000 sec): 3 clusters
  Score: Raw -1609505.828022 + Penalty 4565.842604 = -1604939.985419
  nChanged 0
		SP:Iteration 31F (94984.070000 sec): 3 clusters
  Score: Raw -1609505.828022 + Penalty 4565.842604 = -1604939.985419
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (10389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94984.190000 sec): 2 clusters
  Score: Raw -1657212.065949 + Penalty 2293.628703 = -1654918.437246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94984.330000 sec): 3 clusters
  Score: Raw -1651588.361464 + Penalty 4587.257405 = -1647001.104059
  nChanged 4325
		SP:Iteration 1F (94984.470000 sec): 3 clusters
  Score: Raw -1653950.535882 + Penalty 4587.257405 = -1649363.278477
  nChanged 694
		SP:Iteration 2F (94984.610000 sec): 3 clusters
  Score: Raw -1654310.689743 + Penalty 4587.257405 = -1649723.432337
  nChanged 545
		SP:Iteration 3F (94984.750000 sec): 3 clusters
  Score: Raw -1654630.604027 + Penalty 4587.257405 = -1650043.346621
  nChanged 536
		SP:Iteration 4F (94984.940000 sec): 3 clusters
  Score: Raw -1654999.658135 + Penalty 4587.257405 = -1650412.400730
  nChanged 582
		SP:Iteration 5F (94985.190000 sec): 3 clusters
  Score: Raw -1655484.495299 + Penalty 4587.257405 = -1650897.237894
  nChanged 653
		SP:Iteration 6F (94985.410000 sec): 3 clusters
  Score: Raw -1656088.371239 + Penalty 4587.257405 = -1651501.113834
  nChanged 726
		SP:Iteration 7F (94985.700000 sec): 3 clusters
  Score: Raw -1656749.190238 + Penalty 4587.257405 = -1652161.932833
  nChanged 656
		SP:Iteration 8F (94985.970000 sec): 3 clusters
  Score: Raw -1657316.308045 + Penalty 4587.257405 = -1652729.050640
  nChanged 519
		SP:Iteration 9Q (94986.170000 sec): 3 clusters
  Score: Raw -1657691.759329 + Penalty 4587.257405 = -1653104.501923
  nChanged 402
		SP:Iteration 10Q (94986.380000 sec): 3 clusters
  Score: Raw -1657911.320617 + Penalty 4587.257405 = -1653324.063212
  nChanged 272
		SP:Iteration 11Q (94986.650000 sec): 3 clusters
  Score: Raw -1658035.610126 + Penalty 4587.257405 = -1653448.352721
  nChanged 207
		SP:Iteration 12Q (94986.890000 sec): 3 clusters
  Score: Raw -1658125.258658 + Penalty 4587.257405 = -1653538.001252
  nChanged 174
		SP:Iteration 13Q (94987.110000 sec): 3 clusters
  Score: Raw -1658181.778862 + Penalty 4587.257405 = -1653594.521457
  nChanged 117
		SP:Iteration 14Q (94987.340000 sec): 3 clusters
  Score: Raw -1658216.755433 + Penalty 4587.257405 = -1653629.498027
  nChanged 100
		SP:Iteration 15Q (94987.610000 sec): 3 clusters
  Score: Raw -1658245.243310 + Penalty 4587.257405 = -1653657.985904
  nChanged 89
		SP:Iteration 16Q (94987.870000 sec): 3 clusters
  Score: Raw -1658269.348723 + Penalty 4587.257405 = -1653682.091318
  nChanged 78
		SP:Iteration 17Q (94988.070000 sec): 3 clusters
  Score: Raw -1658288.544916 + Penalty 4587.257405 = -1653701.287511
  nChanged 58
		SP:Iteration 18Q (94988.380000 sec): 3 clusters
  Score: Raw -1658300.245460 + Penalty 4587.257405 = -1653712.988055
  nChanged 39
		SP:Iteration 19Q (94988.650000 sec): 3 clusters
  Score: Raw -1658308.145517 + Penalty 4587.257405 = -1653720.888111
  nChanged 38
		SP:Iteration 20F (94988.930000 sec): 3 clusters
  Score: Raw -1658315.665660 + Penalty 4587.257405 = -1653728.408254
  nChanged 35
		SP:Iteration 21Q (94989.190000 sec): 3 clusters
  Score: Raw -1658322.859798 + Penalty 4587.257405 = -1653735.602393
  nChanged 32
		SP:Iteration 22Q (94989.420000 sec): 3 clusters
  Score: Raw -1658328.940238 + Penalty 4587.257405 = -1653741.682832
  nChanged 34
		SP:Iteration 23Q (94989.660000 sec): 3 clusters
  Score: Raw -1658336.556854 + Penalty 4587.257405 = -1653749.299449
  nChanged 40
		SP:Iteration 24Q (94989.950000 sec): 3 clusters
  Score: Raw -1658345.539366 + Penalty 4587.257405 = -1653758.281961
  nChanged 42
		SP:Iteration 25Q (94990.230000 sec): 3 clusters
  Score: Raw -1658353.344988 + Penalty 4587.257405 = -1653766.087583
  nChanged 29
		SP:Iteration 26Q (94990.500000 sec): 3 clusters
  Score: Raw -1658359.713671 + Penalty 4587.257405 = -1653772.456266
  nChanged 30
		SP:Iteration 27Q (94990.700000 sec): 3 clusters
  Score: Raw -1658364.123906 + Penalty 4587.257405 = -1653776.866501
  nChanged 19
		SP:Iteration 28Q (94990.950000 sec): 3 clusters
  Score: Raw -1658367.266924 + Penalty 4587.257405 = -1653780.009519
  nChanged 12
		SP:Iteration 29Q (94991.180000 sec): 3 clusters
  Score: Raw -1658369.709418 + Penalty 4587.257405 = -1653782.452013
  nChanged 12
		SP:Iteration 30Q (94991.430000 sec): 3 clusters
  Score: Raw -1658371.789769 + Penalty 4587.257405 = -1653784.532364
  nChanged 17
		SP:Iteration 31Q (94991.730000 sec): 3 clusters
  Score: Raw -1658374.253152 + Penalty 4587.257405 = -1653786.995747
  nChanged 12
		SP:Iteration 32Q (94992.030000 sec): 3 clusters
  Score: Raw -1658376.510942 + Penalty 4587.257405 = -1653789.253537
  nChanged 15
		SP:Iteration 33Q (94992.270000 sec): 3 clusters
  Score: Raw -1658378.662763 + Penalty 4587.257405 = -1653791.405358
  nChanged 13
		SP:Iteration 34Q (94992.460000 sec): 3 clusters
  Score: Raw -1658381.134540 + Penalty 4587.257405 = -1653793.877135
  nChanged 18
		SP:Iteration 35Q (94992.710000 sec): 3 clusters
  Score: Raw -1658384.289570 + Penalty 4587.257405 = -1653797.032165
  nChanged 18
		SP:Iteration 36Q (94992.990000 sec): 3 clusters
  Score: Raw -1658387.342635 + Penalty 4587.257405 = -1653800.085230
  nChanged 20
		SP:Iteration 37Q (94993.230000 sec): 3 clusters
  Score: Raw -1658391.628987 + Penalty 4587.257405 = -1653804.371581
  nChanged 29
		SP:Iteration 38Q (94993.460000 sec): 3 clusters
  Score: Raw -1658396.510764 + Penalty 4587.257405 = -1653809.253359
  nChanged 22
		SP:Iteration 39Q (94993.720000 sec): 3 clusters
  Score: Raw -1658400.383675 + Penalty 4587.257405 = -1653813.126270
  nChanged 17
		SP:Iteration 40F (94993.940000 sec): 3 clusters
  Score: Raw -1658403.496309 + Penalty 4587.257405 = -1653816.238904
  nChanged 16
		SP:Iteration 41Q (94994.220000 sec): 3 clusters
  Score: Raw -1658406.257253 + Penalty 4587.257405 = -1653818.999848
  nChanged 13
		SP:Iteration 42Q (94994.540000 sec): 3 clusters
  Score: Raw -1658408.471791 + Penalty 4587.257405 = -1653821.214385
  nChanged 17
		SP:Iteration 43Q (94994.780000 sec): 3 clusters
  Score: Raw -1658411.282218 + Penalty 4587.257405 = -1653824.024813
  nChanged 12
		SP:Iteration 44Q (94994.950000 sec): 3 clusters
  Score: Raw -1658413.372364 + Penalty 4587.257405 = -1653826.114959
  nChanged 9
		SP:Iteration 45Q (94995.200000 sec): 3 clusters
  Score: Raw -1658414.909502 + Penalty 4587.257405 = -1653827.652097
  nChanged 17
		SP:Iteration 46Q (94995.550000 sec): 3 clusters
  Score: Raw -1658417.684499 + Penalty 4587.257405 = -1653830.427094
  nChanged 8
		SP:Iteration 47Q (94995.790000 sec): 3 clusters
  Score: Raw -1658418.557109 + Penalty 4587.257405 = -1653831.299704
  nChanged 7
		SP:Iteration 48Q (94996.010000 sec): 3 clusters
  Score: Raw -1658419.385519 + Penalty 4587.257405 = -1653832.128114
  nChanged 7
		SP:Iteration 49Q (94996.240000 sec): 3 clusters
  Score: Raw -1658420.820973 + Penalty 4587.257405 = -1653833.563568
  nChanged 8
		SP:Iteration 50Q (94996.500000 sec): 3 clusters
  Score: Raw -1658422.519765 + Penalty 4587.257405 = -1653835.262360
  nChanged 11
		SP:Iteration 51Q (94996.730000 sec): 3 clusters
  Score: Raw -1658424.459087 + Penalty 4587.257405 = -1653837.201682
  nChanged 10
		SP:Iteration 52Q (94996.990000 sec): 3 clusters
  Score: Raw -1658425.996031 + Penalty 4587.257405 = -1653838.738626
  nChanged 10
		SP:Iteration 53Q (94997.190000 sec): 3 clusters
  Score: Raw -1658428.061236 + Penalty 4587.257405 = -1653840.803831
  nChanged 17
		SP:Iteration 54Q (94997.370000 sec): 3 clusters
  Score: Raw -1658430.730196 + Penalty 4587.257405 = -1653843.472791
  nChanged 15
		SP:Iteration 55Q (94997.610000 sec): 3 clusters
  Score: Raw -1658432.417421 + Penalty 4587.257405 = -1653845.160016
  nChanged 11
		SP:Iteration 56Q (94997.790000 sec): 3 clusters
  Score: Raw -1658433.697666 + Penalty 4587.257405 = -1653846.440261
  nChanged 4
		SP:Iteration 57Q (94998.020000 sec): 3 clusters
  Score: Raw -1658434.200330 + Penalty 4587.257405 = -1653846.942925
  nChanged 3
		SP:Iteration 58Q (94998.250000 sec): 3 clusters
  Score: Raw -1658434.655044 + Penalty 4587.257405 = -1653847.397638
  nChanged 7
		SP:Iteration 59Q (94998.520000 sec): 3 clusters
  Score: Raw -1658435.633471 + Penalty 4587.257405 = -1653848.376065
  nChanged 6
		SP:Iteration 60F (94998.750000 sec): 3 clusters
  Score: Raw -1658436.371484 + Penalty 4587.257405 = -1653849.114079
  nChanged 4
		SP:Iteration 61Q (94999.030000 sec): 3 clusters
  Score: Raw -1658436.825848 + Penalty 4587.257405 = -1653849.568443
  nChanged 2
		SP:Iteration 62Q (94999.260000 sec): 3 clusters
  Score: Raw -1658437.035420 + Penalty 4587.257405 = -1653849.778015
  nChanged 0
		SP:Iteration 63F (94999.490000 sec): 3 clusters
  Score: Raw -1658437.035420 + Penalty 4587.257405 = -1653849.778015
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94999.570000 sec): 2 clusters
  Score: Raw -17616.062391 + Penalty 1258.643106 = -16357.419285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94999.740000 sec): 3 clusters
  Score: Raw -18022.927664 + Penalty 2517.286212 = -15505.641451
  nChanged 21
		SP:Iteration 1F (94999.920000 sec): 3 clusters
  Score: Raw -18119.155381 + Penalty 2517.286212 = -15601.869169
  nChanged 3
		SP:Iteration 2Q (95000.090000 sec): 3 clusters
  Score: Raw -18135.617519 + Penalty 2517.286212 = -15618.331306
  nChanged 1
		SP:Iteration 3Q (95000.270000 sec): 3 clusters
  Score: Raw -18140.851890 + Penalty 2517.286212 = -15623.565678
  nChanged 0
		SP:Iteration 4F (95000.450000 sec): 3 clusters
  Score: Raw -18140.851890 + Penalty 2517.286212 = -15623.565678
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (16925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95000.660000 sec): 2 clusters
  Score: Raw -2443012.411621 + Penalty 2414.663680 = -2440597.747941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95000.990000 sec): 3 clusters
  Score: Raw -2433208.926540 + Penalty 4829.327360 = -2428379.599179
  nChanged 7436
		SP:Iteration 1F (95001.270000 sec): 3 clusters
  Score: Raw -2437419.775044 + Penalty 4829.327360 = -2432590.447683
  nChanged 1137
		SP:Iteration 2F (95001.550000 sec): 3 clusters
  Score: Raw -2438034.321080 + Penalty 4829.327360 = -2433204.993720
  nChanged 1059
		SP:Iteration 3F (95001.840000 sec): 3 clusters
  Score: Raw -2438734.908370 + Penalty 4829.327360 = -2433905.581009
  nChanged 1080
		SP:Iteration 4F (95002.120000 sec): 3 clusters
  Score: Raw -2439466.933454 + Penalty 4829.327360 = -2434637.606094
  nChanged 1043
		SP:Iteration 5F (95002.410000 sec): 3 clusters
  Score: Raw -2440188.568671 + Penalty 4829.327360 = -2435359.241311
  nChanged 994
		SP:Iteration 6F (95002.690000 sec): 3 clusters
  Score: Raw -2440826.761695 + Penalty 4829.327360 = -2435997.434335
  nChanged 900
		SP:Iteration 7F (95002.970000 sec): 3 clusters
  Score: Raw -2441352.502265 + Penalty 4829.327360 = -2436523.174905
  nChanged 790
		SP:Iteration 8Q (95003.260000 sec): 3 clusters
  Score: Raw -2441777.337825 + Penalty 4829.327360 = -2436948.010465
  nChanged 659
		SP:Iteration 9Q (95003.580000 sec): 3 clusters
  Score: Raw -2442106.808674 + Penalty 4829.327360 = -2437277.481313
  nChanged 554
		SP:Iteration 10Q (95003.910000 sec): 3 clusters
  Score: Raw -2442343.211969 + Penalty 4829.327360 = -2437513.884609
  nChanged 378
		SP:Iteration 11Q (95004.190000 sec): 3 clusters
  Score: Raw -2442490.329981 + Penalty 4829.327360 = -2437661.002621
  nChanged 294
		SP:Iteration 12Q (95004.480000 sec): 3 clusters
  Score: Raw -2442590.612999 + Penalty 4829.327360 = -2437761.285638
  nChanged 251
		SP:Iteration 13Q (95004.770000 sec): 3 clusters
  Score: Raw -2442669.654959 + Penalty 4829.327360 = -2437840.327599
  nChanged 208
		SP:Iteration 14Q (95005.050000 sec): 3 clusters
  Score: Raw -2442733.522450 + Penalty 4829.327360 = -2437904.195089
  nChanged 174
		SP:Iteration 15Q (95005.330000 sec): 3 clusters
  Score: Raw -2442786.505270 + Penalty 4829.327360 = -2437957.177910
  nChanged 170
		SP:Iteration 16Q (95005.610000 sec): 3 clusters
  Score: Raw -2442838.303219 + Penalty 4829.327360 = -2438008.975858
  nChanged 160
		SP:Iteration 17Q (95005.900000 sec): 3 clusters
  Score: Raw -2442884.996145 + Penalty 4829.327360 = -2438055.668785
  nChanged 161
		SP:Iteration 18Q (95006.190000 sec): 3 clusters
  Score: Raw -2442928.324881 + Penalty 4829.327360 = -2438098.997520
  nChanged 149
		SP:Iteration 19Q (95006.480000 sec): 3 clusters
  Score: Raw -2442964.747172 + Penalty 4829.327360 = -2438135.419812
  nChanged 121
		SP:Iteration 20F (95006.760000 sec): 3 clusters
  Score: Raw -2443000.453371 + Penalty 4829.327360 = -2438171.126010
  nChanged 144
		SP:Iteration 21Q (95007.050000 sec): 3 clusters
  Score: Raw -2443042.065998 + Penalty 4829.327360 = -2438212.738638
  nChanged 143
		SP:Iteration 22Q (95007.340000 sec): 3 clusters
  Score: Raw -2443077.285211 + Penalty 4829.327360 = -2438247.957851
  nChanged 120
		SP:Iteration 23Q (95007.620000 sec): 3 clusters
  Score: Raw -2443111.525590 + Penalty 4829.327360 = -2438282.198229
  nChanged 126
		SP:Iteration 24Q (95007.910000 sec): 3 clusters
  Score: Raw -2443147.713667 + Penalty 4829.327360 = -2438318.386307
  nChanged 127
		SP:Iteration 25Q (95008.200000 sec): 3 clusters
  Score: Raw -2443183.248295 + Penalty 4829.327360 = -2438353.920934
  nChanged 120
		SP:Iteration 26Q (95008.490000 sec): 3 clusters
  Score: Raw -2443217.074063 + Penalty 4829.327360 = -2438387.746703
  nChanged 115
		SP:Iteration 27Q (95008.780000 sec): 3 clusters
  Score: Raw -2443246.784399 + Penalty 4829.327360 = -2438417.457039
  nChanged 100
		SP:Iteration 28Q (95009.070000 sec): 3 clusters
  Score: Raw -2443274.289987 + Penalty 4829.327360 = -2438444.962627
  nChanged 106
		SP:Iteration 29Q (95009.360000 sec): 3 clusters
  Score: Raw -2443306.846770 + Penalty 4829.327360 = -2438477.519409
  nChanged 108
		SP:Iteration 30Q (95009.650000 sec): 3 clusters
  Score: Raw -2443336.968800 + Penalty 4829.327360 = -2438507.641439
  nChanged 97
		SP:Iteration 31Q (95009.940000 sec): 3 clusters
  Score: Raw -2443367.871161 + Penalty 4829.327360 = -2438538.543801
  nChanged 102
		SP:Iteration 32Q (95010.230000 sec): 3 clusters
  Score: Raw -2443395.484843 + Penalty 4829.327360 = -2438566.157483
  nChanged 95
		SP:Iteration 33Q (95010.560000 sec): 3 clusters
  Score: Raw -2443421.959778 + Penalty 4829.327360 = -2438592.632418
  nChanged 83
		SP:Iteration 34Q (95010.830000 sec): 3 clusters
  Score: Raw -2443443.339235 + Penalty 4829.327360 = -2438614.011875
  nChanged 88
		SP:Iteration 35Q (95011.170000 sec): 3 clusters
  Score: Raw -2443465.718155 + Penalty 4829.327360 = -2438636.390795
  nChanged 87
		SP:Iteration 36Q (95011.460000 sec): 3 clusters
  Score: Raw -2443490.212101 + Penalty 4829.327360 = -2438660.884740
  nChanged 90
		SP:Iteration 37Q (95011.740000 sec): 3 clusters
  Score: Raw -2443523.911125 + Penalty 4829.327360 = -2438694.583765
  nChanged 107
		SP:Iteration 38Q (95012.030000 sec): 3 clusters
  Score: Raw -2443558.878591 + Penalty 4829.327360 = -2438729.551230
  nChanged 97
		SP:Iteration 39Q (95012.320000 sec): 3 clusters
  Score: Raw -2443598.339485 + Penalty 4829.327360 = -2438769.012124
  nChanged 105
		SP:Iteration 40F (95012.610000 sec): 3 clusters
  Score: Raw -2443643.919004 + Penalty 4829.327360 = -2438814.591643
  nChanged 107
		SP:Iteration 41Q (95012.900000 sec): 3 clusters
  Score: Raw -2443681.543548 + Penalty 4829.327360 = -2438852.216187
  nChanged 110
		SP:Iteration 42Q (95013.190000 sec): 3 clusters
  Score: Raw -2443721.529925 + Penalty 4829.327360 = -2438892.202564
  nChanged 99
		SP:Iteration 43Q (95013.520000 sec): 3 clusters
  Score: Raw -2443759.935196 + Penalty 4829.327360 = -2438930.607835
  nChanged 100
		SP:Iteration 44Q (95013.810000 sec): 3 clusters
  Score: Raw -2443796.429106 + Penalty 4829.327360 = -2438967.101746
  nChanged 96
		SP:Iteration 45Q (95014.140000 sec): 3 clusters
  Score: Raw -2443831.343992 + Penalty 4829.327360 = -2439002.016632
  nChanged 77
		SP:Iteration 46Q (95014.390000 sec): 3 clusters
  Score: Raw -2443858.592510 + Penalty 4829.327360 = -2439029.265149
  nChanged 84
		SP:Iteration 47Q (95014.680000 sec): 3 clusters
  Score: Raw -2443885.970932 + Penalty 4829.327360 = -2439056.643572
  nChanged 77
		SP:Iteration 48Q (95014.960000 sec): 3 clusters
  Score: Raw -2443916.402874 + Penalty 4829.327360 = -2439087.075513
  nChanged 68
		SP:Iteration 49Q (95015.240000 sec): 3 clusters
  Score: Raw -2443941.837511 + Penalty 4829.327360 = -2439112.510151
  nChanged 54
		SP:Iteration 50Q (95015.580000 sec): 3 clusters
  Score: Raw -2443958.969999 + Penalty 4829.327360 = -2439129.642638
  nChanged 36
		SP:Iteration 51Q (95015.860000 sec): 3 clusters
  Score: Raw -2443968.664383 + Penalty 4829.327360 = -2439139.337022
  nChanged 33
		SP:Iteration 52Q (95016.150000 sec): 3 clusters
  Score: Raw -2443977.838117 + Penalty 4829.327360 = -2439148.510757
  nChanged 26
		SP:Iteration 53Q (95016.440000 sec): 3 clusters
  Score: Raw -2443984.440538 + Penalty 4829.327360 = -2439155.113177
  nChanged 22
		SP:Iteration 54Q (95016.730000 sec): 3 clusters
  Score: Raw -2443988.826620 + Penalty 4829.327360 = -2439159.499260
  nChanged 15
		SP:Iteration 55Q (95017.090000 sec): 3 clusters
  Score: Raw -2443992.835322 + Penalty 4829.327360 = -2439163.507961
  nChanged 15
		SP:Iteration 56Q (95017.390000 sec): 3 clusters
  Score: Raw -2443996.489085 + Penalty 4829.327360 = -2439167.161725
  nChanged 17
		SP:Iteration 57Q (95017.650000 sec): 3 clusters
  Score: Raw -2444000.402033 + Penalty 4829.327360 = -2439171.074673
  nChanged 15
		SP:Iteration 58Q (95017.930000 sec): 3 clusters
  Score: Raw -2444003.600256 + Penalty 4829.327360 = -2439174.272896
  nChanged 10
		SP:Iteration 59Q (95018.230000 sec): 3 clusters
  Score: Raw -2444004.968726 + Penalty 4829.327360 = -2439175.641366
  nChanged 8
		SP:Iteration 60F (95018.490000 sec): 3 clusters
  Score: Raw -2444006.345648 + Penalty 4829.327360 = -2439177.018288
  nChanged 3
		SP:Iteration 61Q (95018.770000 sec): 3 clusters
  Score: Raw -2444006.794589 + Penalty 4829.327360 = -2439177.467229
  nChanged 2
		SP:Iteration 62Q (95019.070000 sec): 3 clusters
  Score: Raw -2444007.204794 + Penalty 4829.327360 = -2439177.877433
  nChanged 3
		SP:Iteration 63Q (95019.410000 sec): 3 clusters
  Score: Raw -2444007.802218 + Penalty 4829.327360 = -2439178.474857
  nChanged 5
		SP:Iteration 64Q (95019.740000 sec): 3 clusters
  Score: Raw -2444008.787851 + Penalty 4829.327360 = -2439179.460490
  nChanged 7
		SP:Iteration 65Q (95020.010000 sec): 3 clusters
  Score: Raw -2444010.273775 + Penalty 4829.327360 = -2439180.946415
  nChanged 12
		SP:Iteration 66Q (95020.290000 sec): 3 clusters
  Score: Raw -2444013.971239 + Penalty 4829.327360 = -2439184.643878
  nChanged 14
		SP:Iteration 67Q (95020.610000 sec): 3 clusters
  Score: Raw -2444017.321607 + Penalty 4829.327360 = -2439187.994246
  nChanged 9
		SP:Iteration 68Q (95020.800000 sec): 3 clusters
  Score: Raw -2444019.630177 + Penalty 4829.327360 = -2439190.302816
  nChanged 11
		SP:Iteration 69Q (95021.090000 sec): 3 clusters
  Score: Raw -2444022.156178 + Penalty 4829.327360 = -2439192.828818
  nChanged 13
		SP:Iteration 70Q (95021.410000 sec): 3 clusters
  Score: Raw -2444025.985289 + Penalty 4829.327360 = -2439196.657929
  nChanged 15
		SP:Iteration 71Q (95021.650000 sec): 3 clusters
  Score: Raw -2444030.117630 + Penalty 4829.327360 = -2439200.790270
  nChanged 16
		SP:Iteration 72Q (95021.900000 sec): 3 clusters
  Score: Raw -2444034.733858 + Penalty 4829.327360 = -2439205.406497
  nChanged 19
		SP:Iteration 73Q (95022.150000 sec): 3 clusters
  Score: Raw -2444040.180039 + Penalty 4829.327360 = -2439210.852678
  nChanged 16
		SP:Iteration 74Q (95022.410000 sec): 3 clusters
  Score: Raw -2444043.474925 + Penalty 4829.327360 = -2439214.147564
  nChanged 10
		SP:Iteration 75Q (95022.640000 sec): 3 clusters
  Score: Raw -2444045.631284 + Penalty 4829.327360 = -2439216.303924
  nChanged 5
		SP:Iteration 76Q (95022.940000 sec): 3 clusters
  Score: Raw -2444047.204090 + Penalty 4829.327360 = -2439217.876730
  nChanged 11
		SP:Iteration 77Q (95023.210000 sec): 3 clusters
  Score: Raw -2444050.158232 + Penalty 4829.327360 = -2439220.830871
  nChanged 7
		SP:Iteration 78Q (95023.460000 sec): 3 clusters
  Score: Raw -2444051.655280 + Penalty 4829.327360 = -2439222.327920
  nChanged 6
		SP:Iteration 79Q (95023.790000 sec): 3 clusters
  Score: Raw -2444053.237405 + Penalty 4829.327360 = -2439223.910045
  nChanged 9
		SP:Iteration 80F (95024.090000 sec): 3 clusters
  Score: Raw -2444055.040147 + Penalty 4829.327360 = -2439225.712787
  nChanged 6
		SP:Iteration 81Q (95024.320000 sec): 3 clusters
  Score: Raw -2444056.740720 + Penalty 4829.327360 = -2439227.413360
  nChanged 5
		SP:Iteration 82Q (95024.670000 sec): 3 clusters
  Score: Raw -2444058.104566 + Penalty 4829.327360 = -2439228.777205
  nChanged 5
		SP:Iteration 83Q (95024.970000 sec): 3 clusters
  Score: Raw -2444059.502318 + Penalty 4829.327360 = -2439230.174957
  nChanged 8
		SP:Iteration 84Q (95025.240000 sec): 3 clusters
  Score: Raw -2444061.998919 + Penalty 4829.327360 = -2439232.671559
  nChanged 6
		SP:Iteration 85Q (95025.530000 sec): 3 clusters
  Score: Raw -2444063.196732 + Penalty 4829.327360 = -2439233.869372
  nChanged 5
		SP:Iteration 86Q (95025.900000 sec): 3 clusters
  Score: Raw -2444064.456533 + Penalty 4829.327360 = -2439235.129172
  nChanged 4
		SP:Iteration 87Q (95026.160000 sec): 3 clusters
  Score: Raw -2444064.997066 + Penalty 4829.327360 = -2439235.669705
  nChanged 3
		SP:Iteration 88Q (95026.450000 sec): 3 clusters
  Score: Raw -2444065.993935 + Penalty 4829.327360 = -2439236.666574
  nChanged 5
		SP:Iteration 89Q (95026.760000 sec): 3 clusters
  Score: Raw -2444067.675609 + Penalty 4829.327360 = -2439238.348249
  nChanged 5
		SP:Iteration 90Q (95027.030000 sec): 3 clusters
  Score: Raw -2444069.205069 + Penalty 4829.327360 = -2439239.877709
  nChanged 10
		SP:Iteration 91Q (95027.390000 sec): 3 clusters
  Score: Raw -2444071.549119 + Penalty 4829.327360 = -2439242.221758
  nChanged 10
		SP:Iteration 92Q (95027.700000 sec): 3 clusters
  Score: Raw -2444074.692302 + Penalty 4829.327360 = -2439245.364942
  nChanged 14
		SP:Iteration 93Q (95027.960000 sec): 3 clusters
  Score: Raw -2444078.522262 + Penalty 4829.327360 = -2439249.194902
  nChanged 10
		SP:Iteration 94Q (95028.330000 sec): 3 clusters
  Score: Raw -2444081.262600 + Penalty 4829.327360 = -2439251.935239
  nChanged 9
		SP:Iteration 95Q (95028.570000 sec): 3 clusters
  Score: Raw -2444083.704750 + Penalty 4829.327360 = -2439254.377390
  nChanged 10
		SP:Iteration 96Q (95028.910000 sec): 3 clusters
  Score: Raw -2444087.024541 + Penalty 4829.327360 = -2439257.697181
  nChanged 8
		SP:Iteration 97Q (95029.230000 sec): 3 clusters
  Score: Raw -2444089.638750 + Penalty 4829.327360 = -2439260.311390
  nChanged 8
		SP:Iteration 98Q (95029.460000 sec): 3 clusters
  Score: Raw -2444092.072898 + Penalty 4829.327360 = -2439262.745537
  nChanged 9
		SP:Iteration 99Q (95029.740000 sec): 3 clusters
  Score: Raw -2444094.725348 + Penalty 4829.327360 = -2439265.397987
  nChanged 9
		SP:Iteration 100F (95030.030000 sec): 3 clusters
  Score: Raw -2444097.379160 + Penalty 4829.327360 = -2439268.051799
  nChanged 15
		SP:Iteration 101Q (95030.310000 sec): 3 clusters
  Score: Raw -2444101.813873 + Penalty 4829.327360 = -2439272.486512
  nChanged 10
		SP:Iteration 102Q (95030.610000 sec): 3 clusters
  Score: Raw -2444105.957962 + Penalty 4829.327360 = -2439276.630602
  nChanged 12
		SP:Iteration 103Q (95030.890000 sec): 3 clusters
  Score: Raw -2444111.380424 + Penalty 4829.327360 = -2439282.053064
  nChanged 22
		SP:Iteration 104Q (95031.100000 sec): 3 clusters
  Score: Raw -2444119.595509 + Penalty 4829.327360 = -2439290.268148
  nChanged 17
		SP:Iteration 105Q (95031.460000 sec): 3 clusters
  Score: Raw -2444124.457692 + Penalty 4829.327360 = -2439295.130331
  nChanged 14
		SP:Iteration 106Q (95031.710000 sec): 3 clusters
  Score: Raw -2444128.974346 + Penalty 4829.327360 = -2439299.646985
  nChanged 16
		SP:Iteration 107Q (95031.940000 sec): 3 clusters
  Score: Raw -2444133.059597 + Penalty 4829.327360 = -2439303.732236
  nChanged 14
		SP:Iteration 108Q (95032.200000 sec): 3 clusters
  Score: Raw -2444137.931276 + Penalty 4829.327360 = -2439308.603916
  nChanged 13
		SP:Iteration 109Q (95032.430000 sec): 3 clusters
  Score: Raw -2444141.419677 + Penalty 4829.327360 = -2439312.092317
  nChanged 10
		SP:Iteration 110Q (95032.670000 sec): 3 clusters
  Score: Raw -2444144.835667 + Penalty 4829.327360 = -2439315.508307
  nChanged 12
		SP:Iteration 111Q (95032.990000 sec): 3 clusters
  Score: Raw -2444148.601574 + Penalty 4829.327360 = -2439319.274213
  nChanged 6
		SP:Iteration 112Q (95033.280000 sec): 3 clusters
  Score: Raw -2444150.541040 + Penalty 4829.327360 = -2439321.213679
  nChanged 6
		SP:Iteration 113Q (95033.560000 sec): 3 clusters
  Score: Raw -2444152.099879 + Penalty 4829.327360 = -2439322.772518
  nChanged 4
		SP:Iteration 114Q (95033.910000 sec): 3 clusters
  Score: Raw -2444152.744946 + Penalty 4829.327360 = -2439323.417586
  nChanged 3
		SP:Iteration 115Q (95034.230000 sec): 3 clusters
  Score: Raw -2444153.733172 + Penalty 4829.327360 = -2439324.405812
  nChanged 2
		SP:Iteration 116Q (95034.530000 sec): 3 clusters
  Score: Raw -2444154.266281 + Penalty 4829.327360 = -2439324.938921
  nChanged 3
		SP:Iteration 117Q (95034.860000 sec): 3 clusters
  Score: Raw -2444155.121559 + Penalty 4829.327360 = -2439325.794198
  nChanged 6
		SP:Iteration 118Q (95035.110000 sec): 3 clusters
  Score: Raw -2444156.853096 + Penalty 4829.327360 = -2439327.525735
  nChanged 7
		SP:Iteration 119Q (95035.370000 sec): 3 clusters
  Score: Raw -2444158.259235 + Penalty 4829.327360 = -2439328.931875
  nChanged 4
		SP:Iteration 120F (95035.670000 sec): 3 clusters
  Score: Raw -2444159.399509 + Penalty 4829.327360 = -2439330.072149
  nChanged 3
		SP:Iteration 121Q (95035.990000 sec): 3 clusters
  Score: Raw -2444160.319005 + Penalty 4829.327360 = -2439330.991644
  nChanged 2
		SP:Iteration 122Q (95036.270000 sec): 3 clusters
  Score: Raw -2444161.176752 + Penalty 4829.327360 = -2439331.849392
  nChanged 5
		SP:Iteration 123Q (95036.610000 sec): 3 clusters
  Score: Raw -2444162.620265 + Penalty 4829.327360 = -2439333.292904
  nChanged 2
		SP:Iteration 124Q (95036.940000 sec): 3 clusters
  Score: Raw -2444162.774015 + Penalty 4829.327360 = -2439333.446654
  nChanged 1
		SP:Iteration 125Q (95037.370000 sec): 3 clusters
  Score: Raw -2444163.054322 + Penalty 4829.327360 = -2439333.726961
  nChanged 1
		SP:Iteration 126Q (95037.650000 sec): 3 clusters
  Score: Raw -2444163.257717 + Penalty 4829.327360 = -2439333.930357
  nChanged 0
		SP:Iteration 127F (95037.930000 sec): 3 clusters
  Score: Raw -2444163.257717 + Penalty 4829.327360 = -2439333.930357
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (113707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95038.740000 sec): 2 clusters
  Score: Raw -17205208.250569 + Penalty 2887.062300 = -17202321.188269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95039.620000 sec): 3 clusters
  Score: Raw -17132214.555437 + Penalty 5774.124601 = -17126440.430836
  nChanged 53871
		SP:Iteration 1F (95040.530000 sec): 3 clusters
  Score: Raw -17163974.647998 + Penalty 5774.124601 = -17158200.523397
  nChanged 4631
		SP:Iteration 2Q (95041.580000 sec): 3 clusters
  Score: Raw -17165450.596499 + Penalty 5774.124601 = -17159676.471898
  nChanged 4827
		SP:Iteration 3Q (95042.610000 sec): 3 clusters
  Score: Raw -17167080.291972 + Penalty 5774.124601 = -17161306.167372
  nChanged 4903
		SP:Iteration 4Q (95043.740000 sec): 3 clusters
  Score: Raw -17168844.184965 + Penalty 5774.124601 = -17163070.060365
  nChanged 4889
		SP:Iteration 5Q (95044.810000 sec): 3 clusters
  Score: Raw -17170738.329635 + Penalty 5774.124601 = -17164964.205035
  nChanged 5028
		SP:Iteration 6Q (95045.750000 sec): 3 clusters
  Score: Raw -17172807.039967 + Penalty 5774.124601 = -17167032.915367
  nChanged 5154
		SP:Iteration 7Q (95046.750000 sec): 3 clusters
  Score: Raw -17175162.176914 + Penalty 5774.124601 = -17169388.052313
  nChanged 5387
		SP:Iteration 8Q (95047.920000 sec): 3 clusters
  Score: Raw -17177898.841111 + Penalty 5774.124601 = -17172124.716510
  nChanged 5549
		SP:Iteration 9Q (95049.020000 sec): 3 clusters
  Score: Raw -17181126.729117 + Penalty 5774.124601 = -17175352.604516
  nChanged 5755
		SP:Iteration 10F (95050.100000 sec): 3 clusters
  Score: Raw -17184711.057068 + Penalty 5774.124601 = -17178936.932467
  nChanged 5241
		SP:Iteration 11Q (95051.180000 sec): 3 clusters
  Score: Raw -17187685.489703 + Penalty 5774.124601 = -17181911.365103
  nChanged 4354
		SP:Iteration 12Q (95052.210000 sec): 3 clusters
  Score: Raw -17189605.668859 + Penalty 5774.124601 = -17183831.544258
  nChanged 3175
		SP:Iteration 13Q (95053.180000 sec): 3 clusters
  Score: Raw -17190715.050753 + Penalty 5774.124601 = -17184940.926152
  nChanged 2314
		SP:Iteration 14Q (95054.240000 sec): 3 clusters
  Score: Raw -17191472.155304 + Penalty 5774.124601 = -17185698.030704
  nChanged 1953
		SP:Iteration 15Q (95055.310000 sec): 3 clusters
  Score: Raw -17192111.883167 + Penalty 5774.124601 = -17186337.758566
  nChanged 1880
		SP:Iteration 16Q (95056.380000 sec): 3 clusters
  Score: Raw -17192793.504182 + Penalty 5774.124601 = -17187019.379582
  nChanged 1953
		SP:Iteration 17Q (95057.450000 sec): 3 clusters
  Score: Raw -17193568.454172 + Penalty 5774.124601 = -17187794.329572
  nChanged 1987
		SP:Iteration 18Q (95058.470000 sec): 3 clusters
  Score: Raw -17194393.283755 + Penalty 5774.124601 = -17188619.159154
  nChanged 2027
		SP:Iteration 19Q (95059.480000 sec): 3 clusters
  Score: Raw -17195285.875372 + Penalty 5774.124601 = -17189511.750772
  nChanged 2018
		SP:Iteration 20F (95060.390000 sec): 3 clusters
  Score: Raw -17196219.016114 + Penalty 5774.124601 = -17190444.891514
  nChanged 2024
		SP:Iteration 21Q (95061.220000 sec): 3 clusters
  Score: Raw -17197132.816132 + Penalty 5774.124601 = -17191358.691531
  nChanged 1889
		SP:Iteration 22Q (95062.150000 sec): 3 clusters
  Score: Raw -17197993.777389 + Penalty 5774.124601 = -17192219.652788
  nChanged 1816
		SP:Iteration 23Q (95063.010000 sec): 3 clusters
  Score: Raw -17198839.471745 + Penalty 5774.124601 = -17193065.347144
  nChanged 1694
		SP:Iteration 24Q (95063.980000 sec): 3 clusters
  Score: Raw -17199577.784196 + Penalty 5774.124601 = -17193803.659595
  nChanged 1542
		SP:Iteration 25Q (95064.860000 sec): 3 clusters
  Score: Raw -17200209.972856 + Penalty 5774.124601 = -17194435.848255
  nChanged 1414
		SP:Iteration 26Q (95065.850000 sec): 3 clusters
  Score: Raw -17200786.248723 + Penalty 5774.124601 = -17195012.124122
  nChanged 1312
		SP:Iteration 27Q (95066.810000 sec): 3 clusters
  Score: Raw -17201315.718887 + Penalty 5774.124601 = -17195541.594286
  nChanged 1204
		SP:Iteration 28Q (95067.780000 sec): 3 clusters
  Score: Raw -17201769.325100 + Penalty 5774.124601 = -17195995.200499
  nChanged 1152
		SP:Iteration 29Q (95068.700000 sec): 3 clusters
  Score: Raw -17202208.274640 + Penalty 5774.124601 = -17196434.150040
  nChanged 1071
		SP:Iteration 30Q (95069.740000 sec): 3 clusters
  Score: Raw -17202623.923187 + Penalty 5774.124601 = -17196849.798586
  nChanged 1022
		SP:Iteration 31Q (95070.680000 sec): 3 clusters
  Score: Raw -17203021.870485 + Penalty 5774.124601 = -17197247.745884
  nChanged 945
		SP:Iteration 32Q (95071.610000 sec): 3 clusters
  Score: Raw -17203413.342958 + Penalty 5774.124601 = -17197639.218357
  nChanged 888
		SP:Iteration 33Q (95072.500000 sec): 3 clusters
  Score: Raw -17203808.107781 + Penalty 5774.124601 = -17198033.983180
  nChanged 838
		SP:Iteration 34Q (95073.430000 sec): 3 clusters
  Score: Raw -17204167.384527 + Penalty 5774.124601 = -17198393.259927
  nChanged 713
		SP:Iteration 35Q (95074.360000 sec): 3 clusters
  Score: Raw -17204455.946374 + Penalty 5774.124601 = -17198681.821774
  nChanged 638
		SP:Iteration 36Q (95075.350000 sec): 3 clusters
  Score: Raw -17204716.602302 + Penalty 5774.124601 = -17198942.477702
  nChanged 552
		SP:Iteration 37Q (95076.230000 sec): 3 clusters
  Score: Raw -17204945.800336 + Penalty 5774.124601 = -17199171.675736
  nChanged 491
		SP:Iteration 38Q (95077.140000 sec): 3 clusters
  Score: Raw -17205148.707829 + Penalty 5774.124601 = -17199374.583228
  nChanged 437
		SP:Iteration 39Q (95078.060000 sec): 3 clusters
  Score: Raw -17205308.556158 + Penalty 5774.124601 = -17199534.431558
  nChanged 359
		SP:Iteration 40F (95079.110000 sec): 3 clusters
  Score: Raw -17205433.406838 + Penalty 5774.124601 = -17199659.282237
  nChanged 333
		SP:Iteration 41Q (95080.060000 sec): 3 clusters
  Score: Raw -17205545.872704 + Penalty 5774.124601 = -17199771.748103
  nChanged 277
		SP:Iteration 42Q (95081.040000 sec): 3 clusters
  Score: Raw -17205634.975633 + Penalty 5774.124601 = -17199860.851033
  nChanged 221
		SP:Iteration 43Q (95081.940000 sec): 3 clusters
  Score: Raw -17205697.632879 + Penalty 5774.124601 = -17199923.508278
  nChanged 177
		SP:Iteration 44Q (95082.920000 sec): 3 clusters
  Score: Raw -17205745.327315 + Penalty 5774.124601 = -17199971.202715
  nChanged 135
		SP:Iteration 45Q (95083.760000 sec): 3 clusters
  Score: Raw -17205786.829823 + Penalty 5774.124601 = -17200012.705223
  nChanged 125
		SP:Iteration 46Q (95084.730000 sec): 3 clusters
  Score: Raw -17205824.042449 + Penalty 5774.124601 = -17200049.917849
  nChanged 115
		SP:Iteration 47Q (95085.650000 sec): 3 clusters
  Score: Raw -17205857.386641 + Penalty 5774.124601 = -17200083.262040
  nChanged 117
		SP:Iteration 48Q (95086.630000 sec): 3 clusters
  Score: Raw -17205894.064812 + Penalty 5774.124601 = -17200119.940211
  nChanged 111
		SP:Iteration 49Q (95087.540000 sec): 3 clusters
  Score: Raw -17205924.866356 + Penalty 5774.124601 = -17200150.741755
  nChanged 92
		SP:Iteration 50Q (95088.520000 sec): 3 clusters
  Score: Raw -17205951.527464 + Penalty 5774.124601 = -17200177.402863
  nChanged 94
		SP:Iteration 51Q (95089.380000 sec): 3 clusters
  Score: Raw -17205979.114035 + Penalty 5774.124601 = -17200204.989434
  nChanged 84
		SP:Iteration 52Q (95090.260000 sec): 3 clusters
  Score: Raw -17206001.154988 + Penalty 5774.124601 = -17200227.030388
  nChanged 69
		SP:Iteration 53Q (95091.130000 sec): 3 clusters
  Score: Raw -17206019.999424 + Penalty 5774.124601 = -17200245.874823
  nChanged 56
		SP:Iteration 54Q (95092.090000 sec): 3 clusters
  Score: Raw -17206037.103544 + Penalty 5774.124601 = -17200262.978943
  nChanged 60
		SP:Iteration 55Q (95092.960000 sec): 3 clusters
  Score: Raw -17206055.878258 + Penalty 5774.124601 = -17200281.753658
  nChanged 50
		SP:Iteration 56Q (95093.820000 sec): 3 clusters
  Score: Raw -17206069.230100 + Penalty 5774.124601 = -17200295.105500
  nChanged 48
		SP:Iteration 57Q (95094.770000 sec): 3 clusters
  Score: Raw -17206079.840052 + Penalty 5774.124601 = -17200305.715451
  nChanged 34
		SP:Iteration 58Q (95095.640000 sec): 3 clusters
  Score: Raw -17206087.661585 + Penalty 5774.124601 = -17200313.536985
  nChanged 25
		SP:Iteration 59Q (95096.600000 sec): 3 clusters
  Score: Raw -17206093.447326 + Penalty 5774.124601 = -17200319.322725
  nChanged 26
		SP:Iteration 60F (95097.560000 sec): 3 clusters
  Score: Raw -17206099.430619 + Penalty 5774.124601 = -17200325.306019
  nChanged 30
		SP:Iteration 61Q (95098.550000 sec): 3 clusters
  Score: Raw -17206107.145537 + Penalty 5774.124601 = -17200333.020936
  nChanged 33
		SP:Iteration 62Q (95099.450000 sec): 3 clusters
  Score: Raw -17206114.969238 + Penalty 5774.124601 = -17200340.844637
  nChanged 27
		SP:Iteration 63Q (95100.450000 sec): 3 clusters
  Score: Raw -17206121.189749 + Penalty 5774.124601 = -17200347.065148
  nChanged 26
		SP:Iteration 64Q (95101.330000 sec): 3 clusters
  Score: Raw -17206126.616393 + Penalty 5774.124601 = -17200352.491792
  nChanged 20
		SP:Iteration 65Q (95102.190000 sec): 3 clusters
  Score: Raw -17206130.897179 + Penalty 5774.124601 = -17200356.772578
  nChanged 16
		SP:Iteration 66Q (95103.150000 sec): 3 clusters
  Score: Raw -17206134.588629 + Penalty 5774.124601 = -17200360.464028
  nChanged 15
		SP:Iteration 67Q (95104.090000 sec): 3 clusters
  Score: Raw -17206139.148330 + Penalty 5774.124601 = -17200365.023730
  nChanged 26
		SP:Iteration 68Q (95105.100000 sec): 3 clusters
  Score: Raw -17206145.923474 + Penalty 5774.124601 = -17200371.798873
  nChanged 25
		SP:Iteration 69Q (95106.100000 sec): 3 clusters
  Score: Raw -17206151.792888 + Penalty 5774.124601 = -17200377.668288
  nChanged 26
		SP:Iteration 70Q (95107.150000 sec): 3 clusters
  Score: Raw -17206156.734008 + Penalty 5774.124601 = -17200382.609407
  nChanged 16
		SP:Iteration 71Q (95108.130000 sec): 3 clusters
  Score: Raw -17206160.490532 + Penalty 5774.124601 = -17200386.365931
  nChanged 18
		SP:Iteration 72Q (95109.140000 sec): 3 clusters
  Score: Raw -17206164.712503 + Penalty 5774.124601 = -17200390.587903
  nChanged 13
		SP:Iteration 73Q (95110.110000 sec): 3 clusters
  Score: Raw -17206167.415126 + Penalty 5774.124601 = -17200393.290525
  nChanged 7
		SP:Iteration 74Q (95111.090000 sec): 3 clusters
  Score: Raw -17206168.653614 + Penalty 5774.124601 = -17200394.529013
  nChanged 4
		SP:Iteration 75Q (95112.090000 sec): 3 clusters
  Score: Raw -17206169.382057 + Penalty 5774.124601 = -17200395.257456
  nChanged 2
		SP:Iteration 76Q (95113.100000 sec): 3 clusters
  Score: Raw -17206169.819529 + Penalty 5774.124601 = -17200395.694929
  nChanged 5
		SP:Iteration 77Q (95114.120000 sec): 3 clusters
  Score: Raw -17206171.550618 + Penalty 5774.124601 = -17200397.426017
  nChanged 6
		SP:Iteration 78Q (95114.930000 sec): 3 clusters
  Score: Raw -17206172.772649 + Penalty 5774.124601 = -17200398.648048
  nChanged 6
		SP:Iteration 79Q (95115.890000 sec): 3 clusters
  Score: Raw -17206173.917685 + Penalty 5774.124601 = -17200399.793084
  nChanged 8
		SP:Iteration 80F (95116.750000 sec): 3 clusters
  Score: Raw -17206175.735470 + Penalty 5774.124601 = -17200401.610869
  nChanged 6
		SP:Iteration 81Q (95117.690000 sec): 3 clusters
  Score: Raw -17206177.096425 + Penalty 5774.124601 = -17200402.971824
  nChanged 4
		SP:Iteration 82Q (95118.470000 sec): 3 clusters
  Score: Raw -17206177.974281 + Penalty 5774.124601 = -17200403.849681
  nChanged 2
		SP:Iteration 83Q (95119.370000 sec): 3 clusters
  Score: Raw -17206178.300547 + Penalty 5774.124601 = -17200404.175946
  nChanged 3
		SP:Iteration 84Q (95120.300000 sec): 3 clusters
  Score: Raw -17206178.803614 + Penalty 5774.124601 = -17200404.679013
  nChanged 3
		SP:Iteration 85Q (95121.230000 sec): 3 clusters
  Score: Raw -17206179.328789 + Penalty 5774.124601 = -17200405.204188
  nChanged 4
		SP:Iteration 86Q (95122.130000 sec): 3 clusters
  Score: Raw -17206179.867806 + Penalty 5774.124601 = -17200405.743205
  nChanged 2
		SP:Iteration 87Q (95123.080000 sec): 3 clusters
  Score: Raw -17206180.146876 + Penalty 5774.124601 = -17200406.022275
  nChanged 1
		SP:Iteration 88Q (95123.990000 sec): 3 clusters
  Score: Raw -17206180.271996 + Penalty 5774.124601 = -17200406.147395
  nChanged 0
		SP:Iteration 89F (95125.040000 sec): 3 clusters
  Score: Raw -17206180.271996 + Penalty 5774.124601 = -17200406.147395
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (5936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95125.200000 sec): 2 clusters
  Score: Raw -843748.292548 + Penalty 2154.820115 = -841593.472433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95125.440000 sec): 3 clusters
  Score: Raw -840873.646744 + Penalty 4309.640229 = -836564.006515
  nChanged 2341
		SP:Iteration 1F (95125.660000 sec): 3 clusters
  Score: Raw -842365.501407 + Penalty 4309.640229 = -838055.861178
  nChanged 543
		SP:Iteration 2F (95125.880000 sec): 3 clusters
  Score: Raw -842901.163934 + Penalty 4309.640229 = -838591.523705
  nChanged 446
		SP:Iteration 3F (95126.090000 sec): 3 clusters
  Score: Raw -843342.589072 + Penalty 4309.640229 = -839032.948843
  nChanged 409
		SP:Iteration 4F (95126.300000 sec): 3 clusters
  Score: Raw -843747.667161 + Penalty 4309.640229 = -839438.026932
  nChanged 361
		SP:Iteration 5F (95126.440000 sec): 3 clusters
  Score: Raw -844059.156645 + Penalty 4309.640229 = -839749.516416
  nChanged 285
		SP:Iteration 6Q (95126.630000 sec): 3 clusters
  Score: Raw -844316.739011 + Penalty 4309.640229 = -840007.098781
  nChanged 258
		SP:Iteration 7Q (95126.800000 sec): 3 clusters
  Score: Raw -844546.149645 + Penalty 4309.640229 = -840236.509415
  nChanged 205
		SP:Iteration 8Q (95127.000000 sec): 3 clusters
  Score: Raw -844706.797268 + Penalty 4309.640229 = -840397.157039
  nChanged 178
		SP:Iteration 9Q (95127.220000 sec): 3 clusters
  Score: Raw -844819.055497 + Penalty 4309.640229 = -840509.415268
  nChanged 118
		SP:Iteration 10Q (95127.490000 sec): 3 clusters
  Score: Raw -844880.632278 + Penalty 4309.640229 = -840570.992048
  nChanged 89
		SP:Iteration 11Q (95127.630000 sec): 3 clusters
  Score: Raw -844923.710483 + Penalty 4309.640229 = -840614.070254
  nChanged 85
		SP:Iteration 12Q (95127.840000 sec): 3 clusters
  Score: Raw -844970.012458 + Penalty 4309.640229 = -840660.372229
  nChanged 67
		SP:Iteration 13Q (95128.030000 sec): 3 clusters
  Score: Raw -845006.851227 + Penalty 4309.640229 = -840697.210997
  nChanged 48
		SP:Iteration 14Q (95128.230000 sec): 3 clusters
  Score: Raw -845028.530987 + Penalty 4309.640229 = -840718.890758
  nChanged 45
		SP:Iteration 15Q (95128.430000 sec): 3 clusters
  Score: Raw -845048.815823 + Penalty 4309.640229 = -840739.175594
  nChanged 41
		SP:Iteration 16Q (95128.720000 sec): 3 clusters
  Score: Raw -845063.071128 + Penalty 4309.640229 = -840753.430899
  nChanged 28
		SP:Iteration 17Q (95128.930000 sec): 3 clusters
  Score: Raw -845072.067911 + Penalty 4309.640229 = -840762.427682
  nChanged 18
		SP:Iteration 18Q (95129.150000 sec): 3 clusters
  Score: Raw -845077.049185 + Penalty 4309.640229 = -840767.408956
  nChanged 19
		SP:Iteration 19Q (95129.370000 sec): 3 clusters
  Score: Raw -845081.917842 + Penalty 4309.640229 = -840772.277612
  nChanged 16
		SP:Iteration 20F (95129.550000 sec): 3 clusters
  Score: Raw -845085.977308 + Penalty 4309.640229 = -840776.337079
  nChanged 14
		SP:Iteration 21Q (95129.730000 sec): 3 clusters
  Score: Raw -845090.094312 + Penalty 4309.640229 = -840780.454083
  nChanged 11
		SP:Iteration 22Q (95129.960000 sec): 3 clusters
  Score: Raw -845092.891924 + Penalty 4309.640229 = -840783.251695
  nChanged 13
		SP:Iteration 23Q (95130.190000 sec): 3 clusters
  Score: Raw -845095.461254 + Penalty 4309.640229 = -840785.821025
  nChanged 11
		SP:Iteration 24Q (95130.380000 sec): 3 clusters
  Score: Raw -845098.023838 + Penalty 4309.640229 = -840788.383609
  nChanged 9
		SP:Iteration 25Q (95130.630000 sec): 3 clusters
  Score: Raw -845099.625862 + Penalty 4309.640229 = -840789.985633
  nChanged 7
		SP:Iteration 26Q (95130.810000 sec): 3 clusters
  Score: Raw -845100.731339 + Penalty 4309.640229 = -840791.091110
  nChanged 8
		SP:Iteration 27Q (95130.990000 sec): 3 clusters
  Score: Raw -845102.203610 + Penalty 4309.640229 = -840792.563380
  nChanged 7
		SP:Iteration 28Q (95131.190000 sec): 3 clusters
  Score: Raw -845103.591500 + Penalty 4309.640229 = -840793.951271
  nChanged 4
		SP:Iteration 29Q (95131.390000 sec): 3 clusters
  Score: Raw -845104.283080 + Penalty 4309.640229 = -840794.642851
  nChanged 3
		SP:Iteration 30Q (95131.630000 sec): 3 clusters
  Score: Raw -845105.035429 + Penalty 4309.640229 = -840795.395200
  nChanged 4
		SP:Iteration 31Q (95131.830000 sec): 3 clusters
  Score: Raw -845105.843818 + Penalty 4309.640229 = -840796.203588
  nChanged 1
		SP:Iteration 32Q (95132.010000 sec): 3 clusters
  Score: Raw -845106.054298 + Penalty 4309.640229 = -840796.414069
  nChanged 2
		SP:Iteration 33Q (95132.190000 sec): 3 clusters
  Score: Raw -845106.384174 + Penalty 4309.640229 = -840796.743945
  nChanged 1
		SP:Iteration 34Q (95132.350000 sec): 3 clusters
  Score: Raw -845106.604812 + Penalty 4309.640229 = -840796.964583
  nChanged 3
		SP:Iteration 35Q (95132.550000 sec): 3 clusters
  Score: Raw -845106.869834 + Penalty 4309.640229 = -840797.229605
  nChanged 1
		SP:Iteration 36Q (95132.760000 sec): 3 clusters
  Score: Raw -845106.962963 + Penalty 4309.640229 = -840797.322734
  nChanged 0
		SP:Iteration 37F (95133.010000 sec): 3 clusters
  Score: Raw -845106.962963 + Penalty 4309.640229 = -840797.322734
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (39085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95133.370000 sec): 2 clusters
  Score: Raw -5958079.838730 + Penalty 2622.226522 = -5955457.612208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95133.840000 sec): 3 clusters
  Score: Raw -5934081.169022 + Penalty 5244.453044 = -5928836.715978
  nChanged 17884
		SP:Iteration 1F (95134.300000 sec): 3 clusters
  Score: Raw -5944415.620056 + Penalty 5244.453044 = -5939171.167012
  nChanged 2203
		SP:Iteration 2F (95134.720000 sec): 3 clusters
  Score: Raw -5945439.241774 + Penalty 5244.453044 = -5940194.788730
  nChanged 2198
		SP:Iteration 3F (95135.170000 sec): 3 clusters
  Score: Raw -5946445.759632 + Penalty 5244.453044 = -5941201.306588
  nChanged 2070
		SP:Iteration 4F (95135.660000 sec): 3 clusters
  Score: Raw -5947429.186312 + Penalty 5244.453044 = -5942184.733268
  nChanged 2045
		SP:Iteration 5F (95136.110000 sec): 3 clusters
  Score: Raw -5948481.293886 + Penalty 5244.453044 = -5943236.840842
  nChanged 1999
		SP:Iteration 6F (95136.600000 sec): 3 clusters
  Score: Raw -5949548.570729 + Penalty 5244.453044 = -5944304.117685
  nChanged 2035
		SP:Iteration 7F (95137.080000 sec): 3 clusters
  Score: Raw -5950814.809505 + Penalty 5244.453044 = -5945570.356461
  nChanged 2153
		SP:Iteration 8F (95137.550000 sec): 3 clusters
  Score: Raw -5952246.802219 + Penalty 5244.453044 = -5947002.349175
  nChanged 2128
		SP:Iteration 9F (95138.000000 sec): 3 clusters
  Score: Raw -5953805.762379 + Penalty 5244.453044 = -5948561.309335
  nChanged 2019
		SP:Iteration 10F (95138.490000 sec): 3 clusters
  Score: Raw -5955437.703660 + Penalty 5244.453044 = -5950193.250616
  nChanged 1748
		SP:Iteration 11Q (95138.970000 sec): 3 clusters
  Score: Raw -5956974.724372 + Penalty 5244.453044 = -5951730.271328
  nChanged 1247
		SP:Iteration 12Q (95139.460000 sec): 3 clusters
  Score: Raw -5958040.099520 + Penalty 5244.453044 = -5952795.646476
  nChanged 763
		SP:Iteration 13Q (95139.900000 sec): 3 clusters
  Score: Raw -5958701.550002 + Penalty 5244.453044 = -5953457.096958
  nChanged 448
		SP:Iteration 14Q (95140.430000 sec): 3 clusters
  Score: Raw -5959128.582997 + Penalty 5244.453044 = -5953884.129953
  nChanged 278
		SP:Iteration 15Q (95140.840000 sec): 3 clusters
  Score: Raw -5959410.475702 + Penalty 5244.453044 = -5954166.022658
  nChanged 175
		SP:Iteration 16Q (95141.240000 sec): 3 clusters
  Score: Raw -5959557.428910 + Penalty 5244.453044 = -5954312.975866
  nChanged 105
		SP:Iteration 17Q (95141.620000 sec): 3 clusters
  Score: Raw -5959625.379381 + Penalty 5244.453044 = -5954380.926337
  nChanged 66
		SP:Iteration 18Q (95142.020000 sec): 3 clusters
  Score: Raw -5959668.548064 + Penalty 5244.453044 = -5954424.095020
  nChanged 44
		SP:Iteration 19Q (95142.510000 sec): 3 clusters
  Score: Raw -5959691.316626 + Penalty 5244.453044 = -5954446.863582
  nChanged 37
		SP:Iteration 20F (95143.010000 sec): 3 clusters
  Score: Raw -5959706.329023 + Penalty 5244.453044 = -5954461.875979
  nChanged 20
		SP:Iteration 21Q (95143.470000 sec): 3 clusters
  Score: Raw -5959713.133364 + Penalty 5244.453044 = -5954468.680320
  nChanged 18
		SP:Iteration 22Q (95143.970000 sec): 3 clusters
  Score: Raw -5959719.207979 + Penalty 5244.453044 = -5954474.754935
  nChanged 11
		SP:Iteration 23Q (95144.460000 sec): 3 clusters
  Score: Raw -5959722.945674 + Penalty 5244.453044 = -5954478.492630
  nChanged 8
		SP:Iteration 24Q (95144.920000 sec): 3 clusters
  Score: Raw -5959725.280160 + Penalty 5244.453044 = -5954480.827116
  nChanged 3
		SP:Iteration 25Q (95145.390000 sec): 3 clusters
  Score: Raw -5959726.192463 + Penalty 5244.453044 = -5954481.739419
  nChanged 1
		SP:Iteration 26Q (95145.780000 sec): 3 clusters
  Score: Raw -5959726.605708 + Penalty 5244.453044 = -5954482.152664
  nChanged 3
		SP:Iteration 27Q (95146.180000 sec): 3 clusters
  Score: Raw -5959728.046806 + Penalty 5244.453044 = -5954483.593762
  nChanged 5
		SP:Iteration 28Q (95146.640000 sec): 3 clusters
  Score: Raw -5959731.043566 + Penalty 5244.453044 = -5954486.590522
  nChanged 5
		SP:Iteration 29Q (95147.100000 sec): 3 clusters
  Score: Raw -5959732.487437 + Penalty 5244.453044 = -5954488.034393
  nChanged 3
		SP:Iteration 30Q (95147.490000 sec): 3 clusters
  Score: Raw -5959733.919033 + Penalty 5244.453044 = -5954489.465989
  nChanged 4
		SP:Iteration 31Q (95147.960000 sec): 3 clusters
  Score: Raw -5959735.283215 + Penalty 5244.453044 = -5954490.830171
  nChanged 2
		SP:Iteration 32Q (95148.390000 sec): 3 clusters
  Score: Raw -5959735.691559 + Penalty 5244.453044 = -5954491.238515
  nChanged 1
		SP:Iteration 33Q (95148.840000 sec): 3 clusters
  Score: Raw -5959735.860186 + Penalty 5244.453044 = -5954491.407142
  nChanged 1
		SP:Iteration 34Q (95149.290000 sec): 3 clusters
  Score: Raw -5959736.710339 + Penalty 5244.453044 = -5954492.257295
  nChanged 4
		SP:Iteration 35Q (95149.780000 sec): 3 clusters
  Score: Raw -5959738.214839 + Penalty 5244.453044 = -5954493.761795
  nChanged 2
		SP:Iteration 36Q (95150.180000 sec): 3 clusters
  Score: Raw -5959738.655499 + Penalty 5244.453044 = -5954494.202455
  nChanged 0
		SP:Iteration 37F (95150.650000 sec): 3 clusters
  Score: Raw -5959738.655499 + Penalty 5244.453044 = -5954494.202455
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (4405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95150.760000 sec): 2 clusters
  Score: Raw -680482.033418 + Penalty 2080.842894 = -678401.190525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95150.940000 sec): 3 clusters
  Score: Raw -678398.732468 + Penalty 4161.685787 = -674237.046681
  nChanged 1632
		SP:Iteration 1F (95151.110000 sec): 3 clusters
  Score: Raw -679405.990584 + Penalty 4161.685787 = -675244.304797
  nChanged 366
		SP:Iteration 2F (95151.420000 sec): 3 clusters
  Score: Raw -679688.631104 + Penalty 4161.685787 = -675526.945317
  nChanged 256
		SP:Iteration 3F (95151.580000 sec): 3 clusters
  Score: Raw -679884.559410 + Penalty 4161.685787 = -675722.873623
  nChanged 209
		SP:Iteration 4Q (95151.760000 sec): 3 clusters
  Score: Raw -680035.143710 + Penalty 4161.685787 = -675873.457923
  nChanged 187
		SP:Iteration 5Q (95151.990000 sec): 3 clusters
  Score: Raw -680176.581649 + Penalty 4161.685787 = -676014.895862
  nChanged 171
		SP:Iteration 6Q (95152.260000 sec): 3 clusters
  Score: Raw -680312.107618 + Penalty 4161.685787 = -676150.421831
  nChanged 154
		SP:Iteration 7Q (95152.320000 sec): 3 clusters
  Score: Raw -680401.823216 + Penalty 4161.685787 = -676240.137429
  nChanged 131
		SP:Iteration 8Q (95152.530000 sec): 3 clusters
  Score: Raw -680490.691156 + Penalty 4161.685787 = -676329.005369
  nChanged 112
		SP:Iteration 9Q (95152.580000 sec): 3 clusters
  Score: Raw -680575.924738 + Penalty 4161.685787 = -676414.238951
  nChanged 109
		SP:Iteration 10Q (95152.700000 sec): 3 clusters
  Score: Raw -680642.592200 + Penalty 4161.685787 = -676480.906413
  nChanged 89
		SP:Iteration 11Q (95152.830000 sec): 3 clusters
  Score: Raw -680695.034979 + Penalty 4161.685787 = -676533.349192
  nChanged 92
		SP:Iteration 12Q (95152.950000 sec): 3 clusters
  Score: Raw -680757.713413 + Penalty 4161.685787 = -676596.027626
  nChanged 79
		SP:Iteration 13Q (95153.040000 sec): 3 clusters
  Score: Raw -680807.618836 + Penalty 4161.685787 = -676645.933049
  nChanged 61
		SP:Iteration 14Q (95153.230000 sec): 3 clusters
  Score: Raw -680840.744154 + Penalty 4161.685787 = -676679.058367
  nChanged 46
		SP:Iteration 15Q (95153.440000 sec): 3 clusters
  Score: Raw -680861.081227 + Penalty 4161.685787 = -676699.395440
  nChanged 38
		SP:Iteration 16Q (95153.630000 sec): 3 clusters
  Score: Raw -680878.113334 + Penalty 4161.685787 = -676716.427547
  nChanged 33
		SP:Iteration 17Q (95153.810000 sec): 3 clusters
  Score: Raw -680888.521696 + Penalty 4161.685787 = -676726.835909
  nChanged 15
		SP:Iteration 18Q (95154.000000 sec): 3 clusters
  Score: Raw -680895.357215 + Penalty 4161.685787 = -676733.671428
  nChanged 16
		SP:Iteration 19Q (95154.180000 sec): 3 clusters
  Score: Raw -680900.367502 + Penalty 4161.685787 = -676738.681715
  nChanged 8
		SP:Iteration 20F (95154.320000 sec): 3 clusters
  Score: Raw -680902.944837 + Penalty 4161.685787 = -676741.259050
  nChanged 6
		SP:Iteration 21Q (95154.510000 sec): 3 clusters
  Score: Raw -680905.298398 + Penalty 4161.685787 = -676743.612611
  nChanged 6
		SP:Iteration 22Q (95154.660000 sec): 3 clusters
  Score: Raw -680907.250456 + Penalty 4161.685787 = -676745.564669
  nChanged 3
		SP:Iteration 23Q (95154.800000 sec): 3 clusters
  Score: Raw -680908.182793 + Penalty 4161.685787 = -676746.497006
  nChanged 4
		SP:Iteration 24Q (95154.950000 sec): 3 clusters
  Score: Raw -680909.447494 + Penalty 4161.685787 = -676747.761707
  nChanged 2
		SP:Iteration 25Q (95155.100000 sec): 3 clusters
  Score: Raw -680910.527418 + Penalty 4161.685787 = -676748.841631
  nChanged 0
		SP:Iteration 26F (95155.290000 sec): 3 clusters
  Score: Raw -680910.527418 + Penalty 4161.685787 = -676748.841631
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (2756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95155.400000 sec): 2 clusters
  Score: Raw -438458.281293 + Penalty 1964.540837 = -436493.740456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95155.580000 sec): 3 clusters
  Score: Raw -437334.400035 + Penalty 3929.081674 = -433405.318362
  nChanged 931
		SP:Iteration 1F (95155.710000 sec): 3 clusters
  Score: Raw -437931.856521 + Penalty 3929.081674 = -434002.774847
  nChanged 203
		SP:Iteration 2F (95155.880000 sec): 3 clusters
  Score: Raw -438079.233285 + Penalty 3929.081674 = -434150.151611
  nChanged 126
		SP:Iteration 3Q (95156.020000 sec): 3 clusters
  Score: Raw -438155.610483 + Penalty 3929.081674 = -434226.528809
  nChanged 82
		SP:Iteration 4Q (95156.160000 sec): 3 clusters
  Score: Raw -438205.512037 + Penalty 3929.081674 = -434276.430363
  nChanged 50
		SP:Iteration 5Q (95156.350000 sec): 3 clusters
  Score: Raw -438241.576147 + Penalty 3929.081674 = -434312.494473
  nChanged 43
		SP:Iteration 6Q (95156.550000 sec): 3 clusters
  Score: Raw -438269.483137 + Penalty 3929.081674 = -434340.401464
  nChanged 46
		SP:Iteration 7Q (95156.710000 sec): 3 clusters
  Score: Raw -438293.113045 + Penalty 3929.081674 = -434364.031372
  nChanged 31
		SP:Iteration 8Q (95156.830000 sec): 3 clusters
  Score: Raw -438307.280734 + Penalty 3929.081674 = -434378.199060
  nChanged 15
		SP:Iteration 9Q (95157.010000 sec): 3 clusters
  Score: Raw -438314.263932 + Penalty 3929.081674 = -434385.182259
  nChanged 8
		SP:Iteration 10Q (95157.160000 sec): 3 clusters
  Score: Raw -438318.227677 + Penalty 3929.081674 = -434389.146003
  nChanged 6
		SP:Iteration 11Q (95157.300000 sec): 3 clusters
  Score: Raw -438320.875537 + Penalty 3929.081674 = -434391.793863
  nChanged 8
		SP:Iteration 12Q (95157.440000 sec): 3 clusters
  Score: Raw -438323.594825 + Penalty 3929.081674 = -434394.513151
  nChanged 3
		SP:Iteration 13Q (95157.580000 sec): 3 clusters
  Score: Raw -438324.208698 + Penalty 3929.081674 = -434395.127024
  nChanged 2
		SP:Iteration 14Q (95157.700000 sec): 3 clusters
  Score: Raw -438324.506516 + Penalty 3929.081674 = -434395.424843
  nChanged 0
		SP:Iteration 15F (95157.850000 sec): 3 clusters
  Score: Raw -438324.506516 + Penalty 3929.081674 = -434395.424843
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (16962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95158.020000 sec): 2 clusters
  Score: Raw -2713518.481048 + Penalty 2415.205245 = -2711103.275803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95158.290000 sec): 3 clusters
  Score: Raw -2703866.994396 + Penalty 4830.410490 = -2699036.583906
  nChanged 7439
		SP:Iteration 1F (95158.590000 sec): 3 clusters
  Score: Raw -2707973.029254 + Penalty 4830.410490 = -2703142.618763
  nChanged 1135
		SP:Iteration 2F (95158.850000 sec): 3 clusters
  Score: Raw -2708677.778890 + Penalty 4830.410490 = -2703847.368400
  nChanged 1204
		SP:Iteration 3F (95159.160000 sec): 3 clusters
  Score: Raw -2709618.750688 + Penalty 4830.410490 = -2704788.340198
  nChanged 1360
		SP:Iteration 4F (95159.540000 sec): 3 clusters
  Score: Raw -2710795.157090 + Penalty 4830.410490 = -2705964.746600
  nChanged 1289
		SP:Iteration 5F (95159.840000 sec): 3 clusters
  Score: Raw -2711855.141998 + Penalty 4830.410490 = -2707024.731508
  nChanged 1044
		SP:Iteration 6F (95160.130000 sec): 3 clusters
  Score: Raw -2712561.806051 + Penalty 4830.410490 = -2707731.395561
  nChanged 722
		SP:Iteration 7Q (95160.420000 sec): 3 clusters
  Score: Raw -2712955.965294 + Penalty 4830.410490 = -2708125.554804
  nChanged 521
		SP:Iteration 8Q (95160.730000 sec): 3 clusters
  Score: Raw -2713184.261454 + Penalty 4830.410490 = -2708353.850964
  nChanged 363
		SP:Iteration 9Q (95161.060000 sec): 3 clusters
  Score: Raw -2713307.853008 + Penalty 4830.410490 = -2708477.442518
  nChanged 236
		SP:Iteration 10Q (95161.360000 sec): 3 clusters
  Score: Raw -2713376.433447 + Penalty 4830.410490 = -2708546.022957
  nChanged 192
		SP:Iteration 11Q (95161.640000 sec): 3 clusters
  Score: Raw -2713427.972362 + Penalty 4830.410490 = -2708597.561872
  nChanged 150
		SP:Iteration 12Q (95161.920000 sec): 3 clusters
  Score: Raw -2713466.005461 + Penalty 4830.410490 = -2708635.594971
  nChanged 143
		SP:Iteration 13Q (95162.150000 sec): 3 clusters
  Score: Raw -2713501.199528 + Penalty 4830.410490 = -2708670.789038
  nChanged 134
		SP:Iteration 14Q (95162.440000 sec): 3 clusters
  Score: Raw -2713535.266407 + Penalty 4830.410490 = -2708704.855917
  nChanged 145
		SP:Iteration 15Q (95162.750000 sec): 3 clusters
  Score: Raw -2713567.002792 + Penalty 4830.410490 = -2708736.592302
  nChanged 130
		SP:Iteration 16Q (95163.080000 sec): 3 clusters
  Score: Raw -2713597.835602 + Penalty 4830.410490 = -2708767.425112
  nChanged 144
		SP:Iteration 17Q (95163.370000 sec): 3 clusters
  Score: Raw -2713636.213591 + Penalty 4830.410490 = -2708805.803101
  nChanged 160
		SP:Iteration 18Q (95163.690000 sec): 3 clusters
  Score: Raw -2713675.613366 + Penalty 4830.410490 = -2708845.202876
  nChanged 155
		SP:Iteration 19Q (95163.980000 sec): 3 clusters
  Score: Raw -2713713.869115 + Penalty 4830.410490 = -2708883.458624
  nChanged 161
		SP:Iteration 20F (95164.290000 sec): 3 clusters
  Score: Raw -2713758.988886 + Penalty 4830.410490 = -2708928.578396
  nChanged 184
		SP:Iteration 21Q (95164.620000 sec): 3 clusters
  Score: Raw -2713812.250094 + Penalty 4830.410490 = -2708981.839603
  nChanged 205
		SP:Iteration 22Q (95164.890000 sec): 3 clusters
  Score: Raw -2713871.866994 + Penalty 4830.410490 = -2709041.456504
  nChanged 220
		SP:Iteration 23Q (95165.160000 sec): 3 clusters
  Score: Raw -2713937.232736 + Penalty 4830.410490 = -2709106.822246
  nChanged 233
		SP:Iteration 24Q (95165.470000 sec): 3 clusters
  Score: Raw -2714009.141624 + Penalty 4830.410490 = -2709178.731134
  nChanged 255
		SP:Iteration 25Q (95165.700000 sec): 3 clusters
  Score: Raw -2714087.528445 + Penalty 4830.410490 = -2709257.117955
  nChanged 247
		SP:Iteration 26Q (95165.970000 sec): 3 clusters
  Score: Raw -2714156.592295 + Penalty 4830.410490 = -2709326.181805
  nChanged 250
		SP:Iteration 27Q (95166.290000 sec): 3 clusters
  Score: Raw -2714231.249567 + Penalty 4830.410490 = -2709400.839077
  nChanged 258
		SP:Iteration 28Q (95166.610000 sec): 3 clusters
  Score: Raw -2714311.629596 + Penalty 4830.410490 = -2709481.219106
  nChanged 257
		SP:Iteration 29Q (95166.890000 sec): 3 clusters
  Score: Raw -2714382.789100 + Penalty 4830.410490 = -2709552.378609
  nChanged 235
		SP:Iteration 30Q (95167.130000 sec): 3 clusters
  Score: Raw -2714450.765906 + Penalty 4830.410490 = -2709620.355416
  nChanged 246
		SP:Iteration 31Q (95167.460000 sec): 3 clusters
  Score: Raw -2714525.581063 + Penalty 4830.410490 = -2709695.170573
  nChanged 251
		SP:Iteration 32Q (95167.750000 sec): 3 clusters
  Score: Raw -2714600.161057 + Penalty 4830.410490 = -2709769.750567
  nChanged 255
		SP:Iteration 33Q (95168.080000 sec): 3 clusters
  Score: Raw -2714675.754501 + Penalty 4830.410490 = -2709845.344011
  nChanged 244
		SP:Iteration 34Q (95168.400000 sec): 3 clusters
  Score: Raw -2714746.993198 + Penalty 4830.410490 = -2709916.582707
  nChanged 238
		SP:Iteration 35Q (95168.740000 sec): 3 clusters
  Score: Raw -2714813.631798 + Penalty 4830.410490 = -2709983.221308
  nChanged 220
		SP:Iteration 36Q (95169.020000 sec): 3 clusters
  Score: Raw -2714872.743231 + Penalty 4830.410490 = -2710042.332740
  nChanged 222
		SP:Iteration 37Q (95169.320000 sec): 3 clusters
  Score: Raw -2714928.251042 + Penalty 4830.410490 = -2710097.840552
  nChanged 181
		SP:Iteration 38Q (95169.650000 sec): 3 clusters
  Score: Raw -2714973.577444 + Penalty 4830.410490 = -2710143.166954
  nChanged 201
		SP:Iteration 39Q (95169.980000 sec): 3 clusters
  Score: Raw -2715022.682471 + Penalty 4830.410490 = -2710192.271981
  nChanged 168
		SP:Iteration 40F (95170.260000 sec): 3 clusters
  Score: Raw -2715062.201641 + Penalty 4830.410490 = -2710231.791151
  nChanged 158
		SP:Iteration 41Q (95170.570000 sec): 3 clusters
  Score: Raw -2715097.454737 + Penalty 4830.410490 = -2710267.044247
  nChanged 144
		SP:Iteration 42Q (95170.890000 sec): 3 clusters
  Score: Raw -2715127.745934 + Penalty 4830.410490 = -2710297.335444
  nChanged 131
		SP:Iteration 43Q (95171.160000 sec): 3 clusters
  Score: Raw -2715157.995298 + Penalty 4830.410490 = -2710327.584808
  nChanged 134
		SP:Iteration 44Q (95171.500000 sec): 3 clusters
  Score: Raw -2715189.497151 + Penalty 4830.410490 = -2710359.086661
  nChanged 118
		SP:Iteration 45Q (95171.850000 sec): 3 clusters
  Score: Raw -2715214.808182 + Penalty 4830.410490 = -2710384.397691
  nChanged 137
		SP:Iteration 46Q (95172.160000 sec): 3 clusters
  Score: Raw -2715243.987455 + Penalty 4830.410490 = -2710413.576965
  nChanged 123
		SP:Iteration 47Q (95172.450000 sec): 3 clusters
  Score: Raw -2715268.595716 + Penalty 4830.410490 = -2710438.185225
  nChanged 104
		SP:Iteration 48Q (95172.830000 sec): 3 clusters
  Score: Raw -2715288.350119 + Penalty 4830.410490 = -2710457.939629
  nChanged 97
		SP:Iteration 49Q (95173.130000 sec): 3 clusters
  Score: Raw -2715305.678566 + Penalty 4830.410490 = -2710475.268076
  nChanged 88
		SP:Iteration 50Q (95173.390000 sec): 3 clusters
  Score: Raw -2715323.446055 + Penalty 4830.410490 = -2710493.035565
  nChanged 93
		SP:Iteration 51Q (95173.650000 sec): 3 clusters
  Score: Raw -2715341.405338 + Penalty 4830.410490 = -2710510.994848
  nChanged 78
		SP:Iteration 52Q (95173.850000 sec): 3 clusters
  Score: Raw -2715355.934129 + Penalty 4830.410490 = -2710525.523639
  nChanged 85
		SP:Iteration 53Q (95174.110000 sec): 3 clusters
  Score: Raw -2715371.879917 + Penalty 4830.410490 = -2710541.469427
  nChanged 76
		SP:Iteration 54Q (95174.370000 sec): 3 clusters
  Score: Raw -2715385.138389 + Penalty 4830.410490 = -2710554.727899
  nChanged 69
		SP:Iteration 55Q (95174.650000 sec): 3 clusters
  Score: Raw -2715396.348115 + Penalty 4830.410490 = -2710565.937625
  nChanged 55
		SP:Iteration 56Q (95174.990000 sec): 3 clusters
  Score: Raw -2715405.701101 + Penalty 4830.410490 = -2710575.290611
  nChanged 57
		SP:Iteration 57Q (95175.300000 sec): 3 clusters
  Score: Raw -2715414.571726 + Penalty 4830.410490 = -2710584.161236
  nChanged 53
		SP:Iteration 58Q (95175.570000 sec): 3 clusters
  Score: Raw -2715423.039459 + Penalty 4830.410490 = -2710592.628969
  nChanged 44
		SP:Iteration 59Q (95175.890000 sec): 3 clusters
  Score: Raw -2715429.649072 + Penalty 4830.410490 = -2710599.238582
  nChanged 41
		SP:Iteration 60F (95176.210000 sec): 3 clusters
  Score: Raw -2715434.779247 + Penalty 4830.410490 = -2710604.368757
  nChanged 32
		SP:Iteration 61Q (95176.530000 sec): 3 clusters
  Score: Raw -2715439.346597 + Penalty 4830.410490 = -2710608.936107
  nChanged 33
		SP:Iteration 62Q (95176.790000 sec): 3 clusters
  Score: Raw -2715444.425926 + Penalty 4830.410490 = -2710614.015436
  nChanged 26
		SP:Iteration 63Q (95177.180000 sec): 3 clusters
  Score: Raw -2715448.160392 + Penalty 4830.410490 = -2710617.749901
  nChanged 24
		SP:Iteration 64Q (95177.550000 sec): 3 clusters
  Score: Raw -2715451.042912 + Penalty 4830.410490 = -2710620.632422
  nChanged 22
		SP:Iteration 65Q (95177.870000 sec): 3 clusters
  Score: Raw -2715453.969744 + Penalty 4830.410490 = -2710623.559254
  nChanged 21
		SP:Iteration 66Q (95178.170000 sec): 3 clusters
  Score: Raw -2715456.432955 + Penalty 4830.410490 = -2710626.022465
  nChanged 15
		SP:Iteration 67Q (95178.480000 sec): 3 clusters
  Score: Raw -2715457.822250 + Penalty 4830.410490 = -2710627.411760
  nChanged 9
		SP:Iteration 68Q (95178.810000 sec): 3 clusters
  Score: Raw -2715458.967280 + Penalty 4830.410490 = -2710628.556790
  nChanged 12
		SP:Iteration 69Q (95179.140000 sec): 3 clusters
  Score: Raw -2715460.993613 + Penalty 4830.410490 = -2710630.583123
  nChanged 18
		SP:Iteration 70Q (95179.510000 sec): 3 clusters
  Score: Raw -2715463.807039 + Penalty 4830.410490 = -2710633.396549
  nChanged 15
		SP:Iteration 71Q (95179.870000 sec): 3 clusters
  Score: Raw -2715465.769220 + Penalty 4830.410490 = -2710635.358729
  nChanged 14
		SP:Iteration 72Q (95180.180000 sec): 3 clusters
  Score: Raw -2715467.906596 + Penalty 4830.410490 = -2710637.496106
  nChanged 14
		SP:Iteration 73Q (95180.510000 sec): 3 clusters
  Score: Raw -2715470.314915 + Penalty 4830.410490 = -2710639.904425
  nChanged 19
		SP:Iteration 74Q (95180.790000 sec): 3 clusters
  Score: Raw -2715472.935714 + Penalty 4830.410490 = -2710642.525223
  nChanged 20
		SP:Iteration 75Q (95181.130000 sec): 3 clusters
  Score: Raw -2715475.800693 + Penalty 4830.410490 = -2710645.390202
  nChanged 23
		SP:Iteration 76Q (95181.430000 sec): 3 clusters
  Score: Raw -2715479.050500 + Penalty 4830.410490 = -2710648.640010
  nChanged 18
		SP:Iteration 77Q (95181.710000 sec): 3 clusters
  Score: Raw -2715481.422288 + Penalty 4830.410490 = -2710651.011798
  nChanged 11
		SP:Iteration 78Q (95182.010000 sec): 3 clusters
  Score: Raw -2715482.902646 + Penalty 4830.410490 = -2710652.492155
  nChanged 13
		SP:Iteration 79Q (95182.280000 sec): 3 clusters
  Score: Raw -2715484.456824 + Penalty 4830.410490 = -2710654.046334
  nChanged 12
		SP:Iteration 80F (95182.590000 sec): 3 clusters
  Score: Raw -2715485.913615 + Penalty 4830.410490 = -2710655.503124
  nChanged 12
		SP:Iteration 81Q (95182.890000 sec): 3 clusters
  Score: Raw -2715487.884405 + Penalty 4830.410490 = -2710657.473915
  nChanged 13
		SP:Iteration 82Q (95183.160000 sec): 3 clusters
  Score: Raw -2715489.510660 + Penalty 4830.410490 = -2710659.100170
  nChanged 18
		SP:Iteration 83Q (95183.450000 sec): 3 clusters
  Score: Raw -2715491.370855 + Penalty 4830.410490 = -2710660.960365
  nChanged 9
		SP:Iteration 84Q (95183.740000 sec): 3 clusters
  Score: Raw -2715492.632487 + Penalty 4830.410490 = -2710662.221996
  nChanged 11
		SP:Iteration 85Q (95184.010000 sec): 3 clusters
  Score: Raw -2715493.917844 + Penalty 4830.410490 = -2710663.507354
  nChanged 9
		SP:Iteration 86Q (95184.290000 sec): 3 clusters
  Score: Raw -2715495.229057 + Penalty 4830.410490 = -2710664.818567
  nChanged 14
		SP:Iteration 87Q (95184.550000 sec): 3 clusters
  Score: Raw -2715497.322894 + Penalty 4830.410490 = -2710666.912404
  nChanged 13
		SP:Iteration 88Q (95184.850000 sec): 3 clusters
  Score: Raw -2715498.992938 + Penalty 4830.410490 = -2710668.582448
  nChanged 13
		SP:Iteration 89Q (95185.150000 sec): 3 clusters
  Score: Raw -2715500.418286 + Penalty 4830.410490 = -2710670.007795
  nChanged 9
		SP:Iteration 90Q (95185.480000 sec): 3 clusters
  Score: Raw -2715501.593085 + Penalty 4830.410490 = -2710671.182595
  nChanged 7
		SP:Iteration 91Q (95185.830000 sec): 3 clusters
  Score: Raw -2715502.632499 + Penalty 4830.410490 = -2710672.222009
  nChanged 4
		SP:Iteration 92Q (95186.140000 sec): 3 clusters
  Score: Raw -2715503.336129 + Penalty 4830.410490 = -2710672.925639
  nChanged 7
		SP:Iteration 93Q (95186.470000 sec): 3 clusters
  Score: Raw -2715504.003030 + Penalty 4830.410490 = -2710673.592540
  nChanged 3
		SP:Iteration 94Q (95186.820000 sec): 3 clusters
  Score: Raw -2715504.365956 + Penalty 4830.410490 = -2710673.955466
  nChanged 0
		SP:Iteration 95F (95187.120000 sec): 3 clusters
  Score: Raw -2715504.365956 + Penalty 4830.410490 = -2710673.955466
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (2072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95187.230000 sec): 2 clusters
  Score: Raw -322664.111609 + Penalty 1893.794862 = -320770.316748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95187.410000 sec): 3 clusters
  Score: Raw -321941.513793 + Penalty 3787.589723 = -318153.924069
  nChanged 653
		SP:Iteration 1F (95187.580000 sec): 3 clusters
  Score: Raw -322435.156678 + Penalty 3787.589723 = -318647.566955
  nChanged 153
		SP:Iteration 2F (95187.730000 sec): 3 clusters
  Score: Raw -322602.806466 + Penalty 3787.589723 = -318815.216743
  nChanged 105
		SP:Iteration 3F (95187.940000 sec): 3 clusters
  Score: Raw -322705.034565 + Penalty 3787.589723 = -318917.444842
  nChanged 70
		SP:Iteration 4Q (95188.040000 sec): 3 clusters
  Score: Raw -322779.142632 + Penalty 3787.589723 = -318991.552909
  nChanged 64
		SP:Iteration 5Q (95188.150000 sec): 3 clusters
  Score: Raw -322835.480261 + Penalty 3787.589723 = -319047.890538
  nChanged 43
		SP:Iteration 6Q (95188.300000 sec): 3 clusters
  Score: Raw -322877.693895 + Penalty 3787.589723 = -319090.104171
  nChanged 32
		SP:Iteration 7Q (95188.440000 sec): 3 clusters
  Score: Raw -322907.939456 + Penalty 3787.589723 = -319120.349733
  nChanged 33
		SP:Iteration 8Q (95188.590000 sec): 3 clusters
  Score: Raw -322931.986243 + Penalty 3787.589723 = -319144.396519
  nChanged 37
		SP:Iteration 9Q (95188.690000 sec): 3 clusters
  Score: Raw -322968.837784 + Penalty 3787.589723 = -319181.248061
  nChanged 36
		SP:Iteration 10Q (95188.860000 sec): 3 clusters
  Score: Raw -323010.979435 + Penalty 3787.589723 = -319223.389712
  nChanged 35
		SP:Iteration 11Q (95188.970000 sec): 3 clusters
  Score: Raw -323051.859048 + Penalty 3787.589723 = -319264.269325
  nChanged 46
		SP:Iteration 12Q (95189.120000 sec): 3 clusters
  Score: Raw -323092.341817 + Penalty 3787.589723 = -319304.752094
  nChanged 34
		SP:Iteration 13Q (95189.260000 sec): 3 clusters
  Score: Raw -323117.510111 + Penalty 3787.589723 = -319329.920388
  nChanged 28
		SP:Iteration 14Q (95189.400000 sec): 3 clusters
  Score: Raw -323137.964322 + Penalty 3787.589723 = -319350.374599
  nChanged 31
		SP:Iteration 15Q (95189.540000 sec): 3 clusters
  Score: Raw -323163.630806 + Penalty 3787.589723 = -319376.041082
  nChanged 31
		SP:Iteration 16Q (95189.690000 sec): 3 clusters
  Score: Raw -323187.474401 + Penalty 3787.589723 = -319399.884678
  nChanged 30
		SP:Iteration 17Q (95189.780000 sec): 3 clusters
  Score: Raw -323209.889497 + Penalty 3787.589723 = -319422.299773
  nChanged 27
		SP:Iteration 18Q (95189.930000 sec): 3 clusters
  Score: Raw -323229.770424 + Penalty 3787.589723 = -319442.180700
  nChanged 27
		SP:Iteration 19Q (95190.030000 sec): 3 clusters
  Score: Raw -323250.323834 + Penalty 3787.589723 = -319462.734111
  nChanged 22
		SP:Iteration 20F (95190.120000 sec): 3 clusters
  Score: Raw -323264.836945 + Penalty 3787.589723 = -319477.247222
  nChanged 22
		SP:Iteration 21Q (95190.270000 sec): 3 clusters
  Score: Raw -323279.669487 + Penalty 3787.589723 = -319492.079764
  nChanged 16
		SP:Iteration 22Q (95190.360000 sec): 3 clusters
  Score: Raw -323294.648289 + Penalty 3787.589723 = -319507.058566
  nChanged 13
		SP:Iteration 23Q (95190.510000 sec): 3 clusters
  Score: Raw -323304.393930 + Penalty 3787.589723 = -319516.804207
  nChanged 13
		SP:Iteration 24Q (95190.630000 sec): 3 clusters
  Score: Raw -323312.620121 + Penalty 3787.589723 = -319525.030397
  nChanged 9
		SP:Iteration 25Q (95190.740000 sec): 3 clusters
  Score: Raw -323318.936015 + Penalty 3787.589723 = -319531.346292
  nChanged 8
		SP:Iteration 26Q (95190.860000 sec): 3 clusters
  Score: Raw -323325.278443 + Penalty 3787.589723 = -319537.688720
  nChanged 7
		SP:Iteration 27Q (95191.000000 sec): 3 clusters
  Score: Raw -323330.949320 + Penalty 3787.589723 = -319543.359596
  nChanged 5
		SP:Iteration 28Q (95191.140000 sec): 3 clusters
  Score: Raw -323336.648620 + Penalty 3787.589723 = -319549.058897
  nChanged 10
		SP:Iteration 29Q (95191.280000 sec): 3 clusters
  Score: Raw -323343.596692 + Penalty 3787.589723 = -319556.006969
  nChanged 12
		SP:Iteration 30Q (95191.430000 sec): 3 clusters
  Score: Raw -323350.941479 + Penalty 3787.589723 = -319563.351756
  nChanged 12
		SP:Iteration 31Q (95191.550000 sec): 3 clusters
  Score: Raw -323359.430989 + Penalty 3787.589723 = -319571.841266
  nChanged 10
		SP:Iteration 32Q (95191.690000 sec): 3 clusters
  Score: Raw -323367.901680 + Penalty 3787.589723 = -319580.311956
  nChanged 8
		SP:Iteration 33Q (95191.830000 sec): 3 clusters
  Score: Raw -323376.279360 + Penalty 3787.589723 = -319588.689637
  nChanged 11
		SP:Iteration 34Q (95191.980000 sec): 3 clusters
  Score: Raw -323386.393014 + Penalty 3787.589723 = -319598.803290
  nChanged 9
		SP:Iteration 35Q (95192.110000 sec): 3 clusters
  Score: Raw -323396.050399 + Penalty 3787.589723 = -319608.460675
  nChanged 12
		SP:Iteration 36Q (95192.260000 sec): 3 clusters
  Score: Raw -323408.444818 + Penalty 3787.589723 = -319620.855095
  nChanged 13
		SP:Iteration 37Q (95192.400000 sec): 3 clusters
  Score: Raw -323420.721774 + Penalty 3787.589723 = -319633.132050
  nChanged 11
		SP:Iteration 38Q (95192.550000 sec): 3 clusters
  Score: Raw -323430.658842 + Penalty 3787.589723 = -319643.069119
  nChanged 8
		SP:Iteration 39Q (95192.650000 sec): 3 clusters
  Score: Raw -323438.075286 + Penalty 3787.589723 = -319650.485563
  nChanged 5
		SP:Iteration 40F (95192.740000 sec): 3 clusters
  Score: Raw -323441.636895 + Penalty 3787.589723 = -319654.047171
  nChanged 3
		SP:Iteration 41Q (95192.850000 sec): 3 clusters
  Score: Raw -323442.548580 + Penalty 3787.589723 = -319654.958857
  nChanged 1
		SP:Iteration 42Q (95192.990000 sec): 3 clusters
  Score: Raw -323443.241330 + Penalty 3787.589723 = -319655.651607
  nChanged 1
		SP:Iteration 43Q (95193.080000 sec): 3 clusters
  Score: Raw -323444.238967 + Penalty 3787.589723 = -319656.649244
  nChanged 2
		SP:Iteration 44Q (95193.220000 sec): 3 clusters
  Score: Raw -323445.027316 + Penalty 3787.589723 = -319657.437593
  nChanged 0
		SP:Iteration 45F (95193.370000 sec): 3 clusters
  Score: Raw -323445.027316 + Penalty 3787.589723 = -319657.437593
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (13871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95193.560000 sec): 2 clusters
  Score: Raw -2170484.851375 + Penalty 2365.313791 = -2168119.537584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95193.860000 sec): 3 clusters
  Score: Raw -2162727.646176 + Penalty 4730.627582 = -2157997.018594
  nChanged 5923
		SP:Iteration 1F (95194.180000 sec): 3 clusters
  Score: Raw -2165852.339662 + Penalty 4730.627582 = -2161121.712080
  nChanged 911
		SP:Iteration 2F (95194.430000 sec): 3 clusters
  Score: Raw -2166330.644255 + Penalty 4730.627582 = -2161600.016673
  nChanged 798
		SP:Iteration 3F (95194.720000 sec): 3 clusters
  Score: Raw -2166812.457560 + Penalty 4730.627582 = -2162081.829978
  nChanged 805
		SP:Iteration 4F (95195.000000 sec): 3 clusters
  Score: Raw -2167393.223079 + Penalty 4730.627582 = -2162662.595497
  nChanged 798
		SP:Iteration 5F (95195.240000 sec): 3 clusters
  Score: Raw -2168077.969552 + Penalty 4730.627582 = -2163347.341970
  nChanged 818
		SP:Iteration 6F (95195.540000 sec): 3 clusters
  Score: Raw -2168800.044156 + Penalty 4730.627582 = -2164069.416574
  nChanged 799
		SP:Iteration 7F (95195.780000 sec): 3 clusters
  Score: Raw -2169470.337806 + Penalty 4730.627582 = -2164739.710224
  nChanged 790
		SP:Iteration 8F (95196.020000 sec): 3 clusters
  Score: Raw -2170181.324141 + Penalty 4730.627582 = -2165450.696559
  nChanged 692
		SP:Iteration 9Q (95196.240000 sec): 3 clusters
  Score: Raw -2170848.446603 + Penalty 4730.627582 = -2166117.819021
  nChanged 618
		SP:Iteration 10Q (95196.550000 sec): 3 clusters
  Score: Raw -2171425.092962 + Penalty 4730.627582 = -2166694.465380
  nChanged 497
		SP:Iteration 11Q (95196.810000 sec): 3 clusters
  Score: Raw -2171860.930583 + Penalty 4730.627582 = -2167130.303001
  nChanged 393
		SP:Iteration 12Q (95197.090000 sec): 3 clusters
  Score: Raw -2172170.600293 + Penalty 4730.627582 = -2167439.972711
  nChanged 334
		SP:Iteration 13Q (95197.330000 sec): 3 clusters
  Score: Raw -2172365.295794 + Penalty 4730.627582 = -2167634.668212
  nChanged 233
		SP:Iteration 14Q (95197.610000 sec): 3 clusters
  Score: Raw -2172480.416345 + Penalty 4730.627582 = -2167749.788763
  nChanged 190
		SP:Iteration 15Q (95197.840000 sec): 3 clusters
  Score: Raw -2172570.240662 + Penalty 4730.627582 = -2167839.613080
  nChanged 158
		SP:Iteration 16Q (95198.130000 sec): 3 clusters
  Score: Raw -2172642.929606 + Penalty 4730.627582 = -2167912.302024
  nChanged 123
		SP:Iteration 17Q (95198.400000 sec): 3 clusters
  Score: Raw -2172689.146398 + Penalty 4730.627582 = -2167958.518816
  nChanged 95
		SP:Iteration 18Q (95198.610000 sec): 3 clusters
  Score: Raw -2172719.436068 + Penalty 4730.627582 = -2167988.808486
  nChanged 74
		SP:Iteration 19Q (95198.890000 sec): 3 clusters
  Score: Raw -2172738.069855 + Penalty 4730.627582 = -2168007.442273
  nChanged 48
		SP:Iteration 20F (95199.160000 sec): 3 clusters
  Score: Raw -2172749.685325 + Penalty 4730.627582 = -2168019.057743
  nChanged 39
		SP:Iteration 21Q (95199.420000 sec): 3 clusters
  Score: Raw -2172757.920365 + Penalty 4730.627582 = -2168027.292783
  nChanged 30
		SP:Iteration 22Q (95199.660000 sec): 3 clusters
  Score: Raw -2172763.412958 + Penalty 4730.627582 = -2168032.785376
  nChanged 15
		SP:Iteration 23Q (95199.920000 sec): 3 clusters
  Score: Raw -2172765.481825 + Penalty 4730.627582 = -2168034.854243
  nChanged 11
		SP:Iteration 24Q (95200.200000 sec): 3 clusters
  Score: Raw -2172767.085163 + Penalty 4730.627582 = -2168036.457581
  nChanged 6
		SP:Iteration 25Q (95200.430000 sec): 3 clusters
  Score: Raw -2172768.238158 + Penalty 4730.627582 = -2168037.610576
  nChanged 5
		SP:Iteration 26Q (95200.730000 sec): 3 clusters
  Score: Raw -2172768.910224 + Penalty 4730.627582 = -2168038.282643
  nChanged 3
		SP:Iteration 27Q (95200.950000 sec): 3 clusters
  Score: Raw -2172769.129913 + Penalty 4730.627582 = -2168038.502331
  nChanged 0
		SP:Iteration 28F (95201.270000 sec): 3 clusters
  Score: Raw -2172769.129913 + Penalty 4730.627582 = -2168038.502331
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (6479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95201.360000 sec): 2 clusters
  Score: Raw -1012084.103584 + Penalty 2176.527721 = -1009907.575863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95201.600000 sec): 3 clusters
  Score: Raw -1008883.428422 + Penalty 4353.055442 = -1004530.372980
  nChanged 2526
		SP:Iteration 1F (95201.800000 sec): 3 clusters
  Score: Raw -1010225.673219 + Penalty 4353.055442 = -1005872.617776
  nChanged 472
		SP:Iteration 2F (95202.000000 sec): 3 clusters
  Score: Raw -1010521.949736 + Penalty 4353.055442 = -1006168.894294
  nChanged 421
		SP:Iteration 3F (95202.180000 sec): 3 clusters
  Score: Raw -1010815.193549 + Penalty 4353.055442 = -1006462.138107
  nChanged 390
		SP:Iteration 4F (95202.380000 sec): 3 clusters
  Score: Raw -1011139.028114 + Penalty 4353.055442 = -1006785.972672
  nChanged 373
		SP:Iteration 5F (95202.560000 sec): 3 clusters
  Score: Raw -1011447.369948 + Penalty 4353.055442 = -1007094.314506
  nChanged 353
		SP:Iteration 6F (95202.750000 sec): 3 clusters
  Score: Raw -1011715.374694 + Penalty 4353.055442 = -1007362.319252
  nChanged 271
		SP:Iteration 7Q (95202.910000 sec): 3 clusters
  Score: Raw -1011898.058950 + Penalty 4353.055442 = -1007545.003508
  nChanged 229
		SP:Iteration 8Q (95203.180000 sec): 3 clusters
  Score: Raw -1012042.849800 + Penalty 4353.055442 = -1007689.794357
  nChanged 171
		SP:Iteration 9Q (95203.390000 sec): 3 clusters
  Score: Raw -1012141.714466 + Penalty 4353.055442 = -1007788.659024
  nChanged 143
		SP:Iteration 10Q (95203.670000 sec): 3 clusters
  Score: Raw -1012219.921163 + Penalty 4353.055442 = -1007866.865720
  nChanged 112
		SP:Iteration 11Q (95203.870000 sec): 3 clusters
  Score: Raw -1012273.065268 + Penalty 4353.055442 = -1007920.009825
  nChanged 88
		SP:Iteration 12Q (95204.110000 sec): 3 clusters
  Score: Raw -1012314.674146 + Penalty 4353.055442 = -1007961.618703
  nChanged 76
		SP:Iteration 13Q (95204.280000 sec): 3 clusters
  Score: Raw -1012351.882729 + Penalty 4353.055442 = -1007998.827286
  nChanged 71
		SP:Iteration 14Q (95204.470000 sec): 3 clusters
  Score: Raw -1012379.261215 + Penalty 4353.055442 = -1008026.205773
  nChanged 61
		SP:Iteration 15Q (95204.710000 sec): 3 clusters
  Score: Raw -1012400.592379 + Penalty 4353.055442 = -1008047.536936
  nChanged 42
		SP:Iteration 16Q (95205.000000 sec): 3 clusters
  Score: Raw -1012414.790349 + Penalty 4353.055442 = -1008061.734907
  nChanged 37
		SP:Iteration 17Q (95205.260000 sec): 3 clusters
  Score: Raw -1012428.629773 + Penalty 4353.055442 = -1008075.574331
  nChanged 32
		SP:Iteration 18Q (95205.510000 sec): 3 clusters
  Score: Raw -1012436.987095 + Penalty 4353.055442 = -1008083.931653
  nChanged 14
		SP:Iteration 19Q (95205.710000 sec): 3 clusters
  Score: Raw -1012441.153892 + Penalty 4353.055442 = -1008088.098450
  nChanged 21
		SP:Iteration 20F (95205.930000 sec): 3 clusters
  Score: Raw -1012446.273973 + Penalty 4353.055442 = -1008093.218530
  nChanged 15
		SP:Iteration 21Q (95206.090000 sec): 3 clusters
  Score: Raw -1012451.485350 + Penalty 4353.055442 = -1008098.429907
  nChanged 18
		SP:Iteration 22Q (95206.290000 sec): 3 clusters
  Score: Raw -1012456.513460 + Penalty 4353.055442 = -1008103.458018
  nChanged 18
		SP:Iteration 23Q (95206.520000 sec): 3 clusters
  Score: Raw -1012461.831767 + Penalty 4353.055442 = -1008108.776324
  nChanged 14
		SP:Iteration 24Q (95206.750000 sec): 3 clusters
  Score: Raw -1012464.839268 + Penalty 4353.055442 = -1008111.783826
  nChanged 7
		SP:Iteration 25Q (95206.990000 sec): 3 clusters
  Score: Raw -1012466.734486 + Penalty 4353.055442 = -1008113.679043
  nChanged 8
		SP:Iteration 26Q (95207.200000 sec): 3 clusters
  Score: Raw -1012468.119656 + Penalty 4353.055442 = -1008115.064214
  nChanged 6
		SP:Iteration 27Q (95207.400000 sec): 3 clusters
  Score: Raw -1012469.248984 + Penalty 4353.055442 = -1008116.193541
  nChanged 7
		SP:Iteration 28Q (95207.600000 sec): 3 clusters
  Score: Raw -1012470.710577 + Penalty 4353.055442 = -1008117.655135
  nChanged 8
		SP:Iteration 29Q (95207.810000 sec): 3 clusters
  Score: Raw -1012472.961624 + Penalty 4353.055442 = -1008119.906182
  nChanged 12
		SP:Iteration 30Q (95208.010000 sec): 3 clusters
  Score: Raw -1012475.792668 + Penalty 4353.055442 = -1008122.737226
  nChanged 9
		SP:Iteration 31Q (95208.250000 sec): 3 clusters
  Score: Raw -1012478.293593 + Penalty 4353.055442 = -1008125.238151
  nChanged 9
		SP:Iteration 32Q (95208.510000 sec): 3 clusters
  Score: Raw -1012480.100320 + Penalty 4353.055442 = -1008127.044877
  nChanged 5
		SP:Iteration 33Q (95208.720000 sec): 3 clusters
  Score: Raw -1012481.494342 + Penalty 4353.055442 = -1008128.438899
  nChanged 12
		SP:Iteration 34Q (95208.910000 sec): 3 clusters
  Score: Raw -1012485.060420 + Penalty 4353.055442 = -1008132.004977
  nChanged 14
		SP:Iteration 35Q (95209.150000 sec): 3 clusters
  Score: Raw -1012488.048769 + Penalty 4353.055442 = -1008134.993326
  nChanged 8
		SP:Iteration 36Q (95209.370000 sec): 3 clusters
  Score: Raw -1012489.988614 + Penalty 4353.055442 = -1008136.933171
  nChanged 11
		SP:Iteration 37Q (95209.620000 sec): 3 clusters
  Score: Raw -1012492.535535 + Penalty 4353.055442 = -1008139.480093
  nChanged 11
		SP:Iteration 38Q (95209.850000 sec): 3 clusters
  Score: Raw -1012494.968778 + Penalty 4353.055442 = -1008141.913336
  nChanged 5
		SP:Iteration 39Q (95210.050000 sec): 3 clusters
  Score: Raw -1012496.104948 + Penalty 4353.055442 = -1008143.049505
  nChanged 2
		SP:Iteration 40F (95210.210000 sec): 3 clusters
  Score: Raw -1012496.904858 + Penalty 4353.055442 = -1008143.849415
  nChanged 4
		SP:Iteration 41Q (95210.370000 sec): 3 clusters
  Score: Raw -1012498.032522 + Penalty 4353.055442 = -1008144.977079
  nChanged 2
		SP:Iteration 42Q (95210.590000 sec): 3 clusters
  Score: Raw -1012498.505076 + Penalty 4353.055442 = -1008145.449634
  nChanged 1
		SP:Iteration 43Q (95210.800000 sec): 3 clusters
  Score: Raw -1012498.642238 + Penalty 4353.055442 = -1008145.586795
  nChanged 1
		SP:Iteration 44Q (95211.000000 sec): 3 clusters
  Score: Raw -1012498.776856 + Penalty 4353.055442 = -1008145.721413
  nChanged 0
		SP:Iteration 45F (95211.210000 sec): 3 clusters
  Score: Raw -1012498.776856 + Penalty 4353.055442 = -1008145.721413
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (6921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95211.350000 sec): 2 clusters
  Score: Raw -1085404.611349 + Penalty 2192.894256 = -1083211.717093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95211.590000 sec): 3 clusters
  Score: Raw -1081949.173082 + Penalty 4385.788511 = -1077563.384571
  nChanged 2802
		SP:Iteration 1F (95211.770000 sec): 3 clusters
  Score: Raw -1083734.175916 + Penalty 4385.788511 = -1079348.387405
  nChanged 588
		SP:Iteration 2F (95211.970000 sec): 3 clusters
  Score: Raw -1084235.903489 + Penalty 4385.788511 = -1079850.114978
  nChanged 506
		SP:Iteration 3F (95212.200000 sec): 3 clusters
  Score: Raw -1084708.593815 + Penalty 4385.788511 = -1080322.805303
  nChanged 500
		SP:Iteration 4F (95212.390000 sec): 3 clusters
  Score: Raw -1085137.919081 + Penalty 4385.788511 = -1080752.130570
  nChanged 382
		SP:Iteration 5F (95212.560000 sec): 3 clusters
  Score: Raw -1085428.287703 + Penalty 4385.788511 = -1081042.499192
  nChanged 309
		SP:Iteration 6Q (95212.760000 sec): 3 clusters
  Score: Raw -1085629.546759 + Penalty 4385.788511 = -1081243.758248
  nChanged 220
		SP:Iteration 7Q (95212.940000 sec): 3 clusters
  Score: Raw -1085760.218922 + Penalty 4385.788511 = -1081374.430410
  nChanged 168
		SP:Iteration 8Q (95213.170000 sec): 3 clusters
  Score: Raw -1085861.553430 + Penalty 4385.788511 = -1081475.764919
  nChanged 154
		SP:Iteration 9Q (95213.360000 sec): 3 clusters
  Score: Raw -1085975.142617 + Penalty 4385.788511 = -1081589.354106
  nChanged 140
		SP:Iteration 10Q (95213.650000 sec): 3 clusters
  Score: Raw -1086067.573753 + Penalty 4385.788511 = -1081681.785242
  nChanged 123
		SP:Iteration 11Q (95213.910000 sec): 3 clusters
  Score: Raw -1086134.815976 + Penalty 4385.788511 = -1081749.027464
  nChanged 116
		SP:Iteration 12Q (95214.100000 sec): 3 clusters
  Score: Raw -1086201.138084 + Penalty 4385.788511 = -1081815.349572
  nChanged 124
		SP:Iteration 13Q (95214.370000 sec): 3 clusters
  Score: Raw -1086269.802869 + Penalty 4385.788511 = -1081884.014357
  nChanged 99
		SP:Iteration 14Q (95214.660000 sec): 3 clusters
  Score: Raw -1086316.324950 + Penalty 4385.788511 = -1081930.536439
  nChanged 81
		SP:Iteration 15Q (95214.880000 sec): 3 clusters
  Score: Raw -1086346.380873 + Penalty 4385.788511 = -1081960.592362
  nChanged 77
		SP:Iteration 16Q (95215.200000 sec): 3 clusters
  Score: Raw -1086378.228781 + Penalty 4385.788511 = -1081992.440270
  nChanged 79
		SP:Iteration 17Q (95215.450000 sec): 3 clusters
  Score: Raw -1086407.015661 + Penalty 4385.788511 = -1082021.227149
  nChanged 63
		SP:Iteration 18Q (95215.640000 sec): 3 clusters
  Score: Raw -1086430.074098 + Penalty 4385.788511 = -1082044.285587
  nChanged 53
		SP:Iteration 19Q (95215.920000 sec): 3 clusters
  Score: Raw -1086449.380592 + Penalty 4385.788511 = -1082063.592081
  nChanged 55
		SP:Iteration 20F (95216.200000 sec): 3 clusters
  Score: Raw -1086466.898995 + Penalty 4385.788511 = -1082081.110484
  nChanged 45
		SP:Iteration 21Q (95216.460000 sec): 3 clusters
  Score: Raw -1086482.762987 + Penalty 4385.788511 = -1082096.974475
  nChanged 51
		SP:Iteration 22Q (95216.670000 sec): 3 clusters
  Score: Raw -1086499.303547 + Penalty 4385.788511 = -1082113.515035
  nChanged 53
		SP:Iteration 23Q (95216.870000 sec): 3 clusters
  Score: Raw -1086516.772727 + Penalty 4385.788511 = -1082130.984216
  nChanged 56
		SP:Iteration 24Q (95217.090000 sec): 3 clusters
  Score: Raw -1086532.801753 + Penalty 4385.788511 = -1082147.013242
  nChanged 51
		SP:Iteration 25Q (95217.280000 sec): 3 clusters
  Score: Raw -1086547.155518 + Penalty 4385.788511 = -1082161.367007
  nChanged 43
		SP:Iteration 26Q (95217.470000 sec): 3 clusters
  Score: Raw -1086561.852722 + Penalty 4385.788511 = -1082176.064210
  nChanged 48
		SP:Iteration 27Q (95217.700000 sec): 3 clusters
  Score: Raw -1086579.995385 + Penalty 4385.788511 = -1082194.206874
  nChanged 38
		SP:Iteration 28Q (95217.980000 sec): 3 clusters
  Score: Raw -1086590.859632 + Penalty 4385.788511 = -1082205.071121
  nChanged 30
		SP:Iteration 29Q (95218.170000 sec): 3 clusters
  Score: Raw -1086599.870643 + Penalty 4385.788511 = -1082214.082132
  nChanged 25
		SP:Iteration 30Q (95218.380000 sec): 3 clusters
  Score: Raw -1086606.419029 + Penalty 4385.788511 = -1082220.630518
  nChanged 21
		SP:Iteration 31Q (95218.550000 sec): 3 clusters
  Score: Raw -1086612.782979 + Penalty 4385.788511 = -1082226.994467
  nChanged 13
		SP:Iteration 32Q (95218.780000 sec): 3 clusters
  Score: Raw -1086616.286171 + Penalty 4385.788511 = -1082230.497660
  nChanged 7
		SP:Iteration 33Q (95219.010000 sec): 3 clusters
  Score: Raw -1086618.123457 + Penalty 4385.788511 = -1082232.334946
  nChanged 10
		SP:Iteration 34Q (95219.360000 sec): 3 clusters
  Score: Raw -1086620.342821 + Penalty 4385.788511 = -1082234.554310
  nChanged 7
		SP:Iteration 35Q (95219.590000 sec): 3 clusters
  Score: Raw -1086621.799140 + Penalty 4385.788511 = -1082236.010628
  nChanged 9
		SP:Iteration 36Q (95219.750000 sec): 3 clusters
  Score: Raw -1086624.222790 + Penalty 4385.788511 = -1082238.434279
  nChanged 11
		SP:Iteration 37Q (95219.960000 sec): 3 clusters
  Score: Raw -1086627.008639 + Penalty 4385.788511 = -1082241.220128
  nChanged 10
		SP:Iteration 38Q (95220.150000 sec): 3 clusters
  Score: Raw -1086629.649339 + Penalty 4385.788511 = -1082243.860828
  nChanged 5
		SP:Iteration 39Q (95220.350000 sec): 3 clusters
  Score: Raw -1086630.929658 + Penalty 4385.788511 = -1082245.141147
  nChanged 4
		SP:Iteration 40F (95220.610000 sec): 3 clusters
  Score: Raw -1086631.683517 + Penalty 4385.788511 = -1082245.895006
  nChanged 5
		SP:Iteration 41Q (95220.760000 sec): 3 clusters
  Score: Raw -1086632.622883 + Penalty 4385.788511 = -1082246.834371
  nChanged 7
		SP:Iteration 42Q (95221.070000 sec): 3 clusters
  Score: Raw -1086634.215414 + Penalty 4385.788511 = -1082248.426903
  nChanged 4
		SP:Iteration 43Q (95221.300000 sec): 3 clusters
  Score: Raw -1086635.382850 + Penalty 4385.788511 = -1082249.594339
  nChanged 7
		SP:Iteration 44Q (95221.560000 sec): 3 clusters
  Score: Raw -1086636.833154 + Penalty 4385.788511 = -1082251.044643
  nChanged 8
		SP:Iteration 45Q (95221.790000 sec): 3 clusters
  Score: Raw -1086638.600373 + Penalty 4385.788511 = -1082252.811861
  nChanged 12
		SP:Iteration 46Q (95222.070000 sec): 3 clusters
  Score: Raw -1086640.858764 + Penalty 4385.788511 = -1082255.070253
  nChanged 7
		SP:Iteration 47Q (95222.410000 sec): 3 clusters
  Score: Raw -1086642.045056 + Penalty 4385.788511 = -1082256.256545
  nChanged 5
		SP:Iteration 48Q (95222.640000 sec): 3 clusters
  Score: Raw -1086643.244302 + Penalty 4385.788511 = -1082257.455791
  nChanged 8
		SP:Iteration 49Q (95222.850000 sec): 3 clusters
  Score: Raw -1086644.890873 + Penalty 4385.788511 = -1082259.102362
  nChanged 3
		SP:Iteration 50Q (95223.060000 sec): 3 clusters
  Score: Raw -1086645.775735 + Penalty 4385.788511 = -1082259.987224
  nChanged 4
		SP:Iteration 51Q (95223.300000 sec): 3 clusters
  Score: Raw -1086646.583950 + Penalty 4385.788511 = -1082260.795439
  nChanged 3
		SP:Iteration 52Q (95223.580000 sec): 3 clusters
  Score: Raw -1086647.195183 + Penalty 4385.788511 = -1082261.406671
  nChanged 1
		SP:Iteration 53Q (95223.780000 sec): 3 clusters
  Score: Raw -1086647.438694 + Penalty 4385.788511 = -1082261.650182
  nChanged 2
		SP:Iteration 54Q (95224.030000 sec): 3 clusters
  Score: Raw -1086647.650003 + Penalty 4385.788511 = -1082261.861491
  nChanged 2
		SP:Iteration 55Q (95224.230000 sec): 3 clusters
  Score: Raw -1086647.937456 + Penalty 4385.788511 = -1082262.148944
  nChanged 2
		SP:Iteration 56Q (95224.460000 sec): 3 clusters
  Score: Raw -1086648.302693 + Penalty 4385.788511 = -1082262.514182
  nChanged 1
		SP:Iteration 57Q (95224.680000 sec): 3 clusters
  Score: Raw -1086648.356041 + Penalty 4385.788511 = -1082262.567530
  nChanged 1
		SP:Iteration 58Q (95224.950000 sec): 3 clusters
  Score: Raw -1086648.498624 + Penalty 4385.788511 = -1082262.710112
  nChanged 1
		SP:Iteration 59Q (95225.130000 sec): 3 clusters
  Score: Raw -1086648.745972 + Penalty 4385.788511 = -1082262.957461
  nChanged 0
		SP:Iteration 60F (95225.380000 sec): 3 clusters
  Score: Raw -1086648.745972 + Penalty 4385.788511 = -1082262.957461
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (2335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95225.490000 sec): 2 clusters
  Score: Raw -364746.757585 + Penalty 1923.430258 = -362823.327327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95225.670000 sec): 3 clusters
  Score: Raw -363812.412033 + Penalty 3846.860516 = -359965.551517
  nChanged 797
		SP:Iteration 1F (95225.840000 sec): 3 clusters
  Score: Raw -364373.330573 + Penalty 3846.860516 = -360526.470056
  nChanged 186
		SP:Iteration 2F (95226.020000 sec): 3 clusters
  Score: Raw -364530.543231 + Penalty 3846.860516 = -360683.682714
  nChanged 101
		SP:Iteration 3Q (95226.200000 sec): 3 clusters
  Score: Raw -364608.757566 + Penalty 3846.860516 = -360761.897050
  nChanged 83
		SP:Iteration 4Q (95226.370000 sec): 3 clusters
  Score: Raw -364676.184222 + Penalty 3846.860516 = -360829.323705
  nChanged 63
		SP:Iteration 5Q (95226.550000 sec): 3 clusters
  Score: Raw -364721.140153 + Penalty 3846.860516 = -360874.279636
  nChanged 47
		SP:Iteration 6Q (95226.720000 sec): 3 clusters
  Score: Raw -364759.782949 + Penalty 3846.860516 = -360912.922433
  nChanged 41
		SP:Iteration 7Q (95226.900000 sec): 3 clusters
  Score: Raw -364797.373651 + Penalty 3846.860516 = -360950.513134
  nChanged 39
		SP:Iteration 8Q (95227.080000 sec): 3 clusters
  Score: Raw -364830.870118 + Penalty 3846.860516 = -360984.009602
  nChanged 38
		SP:Iteration 9Q (95227.250000 sec): 3 clusters
  Score: Raw -364860.462541 + Penalty 3846.860516 = -361013.602024
  nChanged 34
		SP:Iteration 10Q (95227.430000 sec): 3 clusters
  Score: Raw -364885.469207 + Penalty 3846.860516 = -361038.608691
  nChanged 28
		SP:Iteration 11Q (95227.600000 sec): 3 clusters
  Score: Raw -364908.183027 + Penalty 3846.860516 = -361061.322511
  nChanged 21
		SP:Iteration 12Q (95227.780000 sec): 3 clusters
  Score: Raw -364922.097093 + Penalty 3846.860516 = -361075.236576
  nChanged 15
		SP:Iteration 13Q (95227.960000 sec): 3 clusters
  Score: Raw -364931.433059 + Penalty 3846.860516 = -361084.572542
  nChanged 10
		SP:Iteration 14Q (95228.180000 sec): 3 clusters
  Score: Raw -364939.683934 + Penalty 3846.860516 = -361092.823417
  nChanged 18
		SP:Iteration 15Q (95228.320000 sec): 3 clusters
  Score: Raw -364950.427887 + Penalty 3846.860516 = -361103.567371
  nChanged 14
		SP:Iteration 16Q (95228.500000 sec): 3 clusters
  Score: Raw -364959.858647 + Penalty 3846.860516 = -361112.998130
  nChanged 13
		SP:Iteration 17Q (95228.670000 sec): 3 clusters
  Score: Raw -364968.946523 + Penalty 3846.860516 = -361122.086007
  nChanged 20
		SP:Iteration 18Q (95228.850000 sec): 3 clusters
  Score: Raw -364983.463417 + Penalty 3846.860516 = -361136.602901
  nChanged 19
		SP:Iteration 19Q (95229.030000 sec): 3 clusters
  Score: Raw -364996.265657 + Penalty 3846.860516 = -361149.405141
  nChanged 16
		SP:Iteration 20F (95229.200000 sec): 3 clusters
  Score: Raw -365006.972640 + Penalty 3846.860516 = -361160.112124
  nChanged 12
		SP:Iteration 21Q (95229.380000 sec): 3 clusters
  Score: Raw -365015.975972 + Penalty 3846.860516 = -361169.115456
  nChanged 17
		SP:Iteration 22Q (95229.550000 sec): 3 clusters
  Score: Raw -365028.267489 + Penalty 3846.860516 = -361181.406973
  nChanged 16
		SP:Iteration 23Q (95229.730000 sec): 3 clusters
  Score: Raw -365036.926016 + Penalty 3846.860516 = -361190.065500
  nChanged 11
		SP:Iteration 24Q (95229.900000 sec): 3 clusters
  Score: Raw -365042.208724 + Penalty 3846.860516 = -361195.348208
  nChanged 4
		SP:Iteration 25Q (95230.080000 sec): 3 clusters
  Score: Raw -365044.046491 + Penalty 3846.860516 = -361197.185974
  nChanged 2
		SP:Iteration 26Q (95230.250000 sec): 3 clusters
  Score: Raw -365044.605556 + Penalty 3846.860516 = -361197.745040
  nChanged 2
		SP:Iteration 27Q (95230.430000 sec): 3 clusters
  Score: Raw -365045.568206 + Penalty 3846.860516 = -361198.707690
  nChanged 4
		SP:Iteration 28Q (95230.610000 sec): 3 clusters
  Score: Raw -365048.198628 + Penalty 3846.860516 = -361201.338112
  nChanged 5
		SP:Iteration 29Q (95230.780000 sec): 3 clusters
  Score: Raw -365051.634276 + Penalty 3846.860516 = -361204.773760
  nChanged 6
		SP:Iteration 30Q (95230.960000 sec): 3 clusters
  Score: Raw -365055.611924 + Penalty 3846.860516 = -361208.751408
  nChanged 6
		SP:Iteration 31Q (95231.130000 sec): 3 clusters
  Score: Raw -365059.821086 + Penalty 3846.860516 = -361212.960569
  nChanged 8
		SP:Iteration 32Q (95231.310000 sec): 3 clusters
  Score: Raw -365066.427319 + Penalty 3846.860516 = -361219.566803
  nChanged 12
		SP:Iteration 33Q (95231.490000 sec): 3 clusters
  Score: Raw -365075.630462 + Penalty 3846.860516 = -361228.769946
  nChanged 11
		SP:Iteration 34Q (95231.660000 sec): 3 clusters
  Score: Raw -365082.686909 + Penalty 3846.860516 = -361235.826393
  nChanged 8
		SP:Iteration 35Q (95231.840000 sec): 3 clusters
  Score: Raw -365087.596155 + Penalty 3846.860516 = -361240.735639
  nChanged 6
		SP:Iteration 36Q (95232.010000 sec): 3 clusters
  Score: Raw -365090.479895 + Penalty 3846.860516 = -361243.619379
  nChanged 6
		SP:Iteration 37Q (95232.190000 sec): 3 clusters
  Score: Raw -365093.902538 + Penalty 3846.860516 = -361247.042022
  nChanged 4
		SP:Iteration 38Q (95232.370000 sec): 3 clusters
  Score: Raw -365096.114999 + Penalty 3846.860516 = -361249.254483
  nChanged 1
		SP:Iteration 39Q (95232.540000 sec): 3 clusters
  Score: Raw -365096.299484 + Penalty 3846.860516 = -361249.438968
  nChanged 0
		SP:Iteration 40F (95232.720000 sec): 3 clusters
  Score: Raw -365096.299484 + Penalty 3846.860516 = -361249.438968
  nChanged 0
------ Evaluating fit on full set of 5617581 points ------
  Score: Raw -867587285.723829 + Penalty 308341.608171 = -867278944.115659
Time taken for this iteration:96337.800000 seconds.
 20->81 Clusters: Score -867278944.115659, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 3.49 GB would take us to total of 13.95 GB.
------ Running on subset of 1872527 points ------
	SP: Assigned 21 initial classes randomly.
Iteration 0F (96538.470000 sec): 21 clusters
  Score: Raw -275255508.197423 + Penalty 71636.285091 = -275183871.912332
  nChanged 1776755
Iteration 1F (96633.290000 sec): 21 clusters
  Score: Raw -281098489.725957 + Penalty 71636.285091 = -281026853.440866
  nChanged 934400
Iteration 2F (96737.000000 sec): 21 clusters
  Score: Raw -284990931.202761 + Penalty 71636.285091 = -284919294.917670
  nChanged 665804
Iteration 3F (96839.090000 sec): 21 clusters
  Score: Raw -286409926.632340 + Penalty 71636.285091 = -286338290.347249
  nChanged 407269
Iteration 4F (96941.710000 sec): 21 clusters
  Score: Raw -287069009.017892 + Penalty 71636.285091 = -286997372.732801
  nChanged 259348
Iteration 5F (97048.110000 sec): 21 clusters
  Score: Raw -287420393.676141 + Penalty 71636.285091 = -287348757.391050
  nChanged 173479
Iteration 6F (97137.440000 sec): 21 clusters
  Score: Raw -287626198.743322 + Penalty 71636.285091 = -287554562.458231
  nChanged 124329
Iteration 7F (97228.230000 sec): 21 clusters
  Score: Raw -287743137.134867 + Penalty 71636.285091 = -287671500.849776
  nChanged 95331
Iteration 8F (97334.210000 sec): 21 clusters
  Score: Raw -287817050.558607 + Penalty 71636.285091 = -287745414.273516
  nChanged 77074
Iteration 9Q (97406.680000 sec): 21 clusters
  Score: Raw -287867943.952793 + Penalty 71636.285091 = -287796307.667702
  nChanged 65552
Iteration 10Q (97488.520000 sec): 21 clusters
  Score: Raw -287903847.208122 + Penalty 71636.285091 = -287832210.923031
  nChanged 56642
Iteration 11Q (97556.840000 sec): 21 clusters
  Score: Raw -287929880.097484 + Penalty 71636.285091 = -287858243.812393
  nChanged 49588
Iteration 12Q (97635.640000 sec): 21 clusters
  Score: Raw -287949963.158138 + Penalty 71636.285091 = -287878326.873047
  nChanged 44940
Iteration 13Q (97701.710000 sec): 21 clusters
  Score: Raw -287966246.944071 + Penalty 71636.285091 = -287894610.658981
  nChanged 41652
Iteration 14Q (97775.630000 sec): 21 clusters
  Score: Raw -287980040.504669 + Penalty 71636.285091 = -287908404.219578
  nChanged 39334
Iteration 15Q (97843.170000 sec): 21 clusters
  Score: Raw -287992513.561977 + Penalty 71636.285091 = -287920877.276886
  nChanged 37416
Iteration 16Q (97908.010000 sec): 21 clusters
  Score: Raw -288004272.933549 + Penalty 71636.285091 = -287932636.648458
  nChanged 36950
Iteration 17Q (97982.270000 sec): 21 clusters
  Score: Raw -288015854.587034 + Penalty 71636.285091 = -287944218.301943
  nChanged 36682
Iteration 18Q (98052.350000 sec): 21 clusters
  Score: Raw -288027574.939286 + Penalty 71636.285091 = -287955938.654195
  nChanged 36991
Iteration 19Q (98134.300000 sec): 21 clusters
  Score: Raw -288039601.770003 + Penalty 71636.285091 = -287967965.484913
  nChanged 37532
Writing temp clu file 
Because OldScore, -287955938.654195, is greater than current (better) Score,-287967965.484913 
 Compute initial score before splitting:   Score: Raw -288039601.770003 + Penalty 71636.285091 = -287967965.484913
Memory request: 0.06 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (30123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98135.820000 sec): 2 clusters
  Score: Raw -4432870.791161 + Penalty 2557.634981 = -4430313.156180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98136.260000 sec): 3 clusters
  Score: Raw -4414803.824597 + Penalty 5115.269962 = -4409688.554635
  nChanged 13664
		SP:Iteration 1F (98136.650000 sec): 3 clusters
  Score: Raw -4423217.550604 + Penalty 5115.269962 = -4418102.280642
  nChanged 2515
		SP:Iteration 2F (98136.990000 sec): 3 clusters
  Score: Raw -4425339.963069 + Penalty 5115.269962 = -4420224.693107
  nChanged 2725
		SP:Iteration 3F (98137.390000 sec): 3 clusters
  Score: Raw -4427707.826482 + Penalty 5115.269962 = -4422592.556520
  nChanged 2607
		SP:Iteration 4F (98137.760000 sec): 3 clusters
  Score: Raw -4429862.026816 + Penalty 5115.269962 = -4424746.756854
  nChanged 2324
		SP:Iteration 5F (98138.200000 sec): 3 clusters
  Score: Raw -4431613.838868 + Penalty 5115.269962 = -4426498.568906
  nChanged 1961
		SP:Iteration 6F (98138.610000 sec): 3 clusters
  Score: Raw -4433079.887407 + Penalty 5115.269962 = -4427964.617444
  nChanged 1630
		SP:Iteration 7F (98139.040000 sec): 3 clusters
  Score: Raw -4434418.189927 + Penalty 5115.269962 = -4429302.919965
  nChanged 1480
		SP:Iteration 8Q (98139.350000 sec): 3 clusters
  Score: Raw -4435687.579232 + Penalty 5115.269962 = -4430572.309270
  nChanged 1328
		SP:Iteration 9Q (98139.680000 sec): 3 clusters
  Score: Raw -4436748.472049 + Penalty 5115.269962 = -4431633.202086
  nChanged 1098
		SP:Iteration 10Q (98140.020000 sec): 3 clusters
  Score: Raw -4437439.059834 + Penalty 5115.269962 = -4432323.789871
  nChanged 870
		SP:Iteration 11Q (98140.350000 sec): 3 clusters
  Score: Raw -4437816.975598 + Penalty 5115.269962 = -4432701.705636
  nChanged 620
		SP:Iteration 12Q (98140.680000 sec): 3 clusters
  Score: Raw -4438037.866487 + Penalty 5115.269962 = -4432922.596525
  nChanged 474
		SP:Iteration 13Q (98141.050000 sec): 3 clusters
  Score: Raw -4438170.593121 + Penalty 5115.269962 = -4433055.323158
  nChanged 361
		SP:Iteration 14Q (98141.460000 sec): 3 clusters
  Score: Raw -4438260.944664 + Penalty 5115.269962 = -4433145.674702
  nChanged 291
		SP:Iteration 15Q (98141.830000 sec): 3 clusters
  Score: Raw -4438326.053774 + Penalty 5115.269962 = -4433210.783812
  nChanged 251
		SP:Iteration 16Q (98142.260000 sec): 3 clusters
  Score: Raw -4438372.497199 + Penalty 5115.269962 = -4433257.227237
  nChanged 190
		SP:Iteration 17Q (98142.640000 sec): 3 clusters
  Score: Raw -4438409.820611 + Penalty 5115.269962 = -4433294.550649
  nChanged 176
		SP:Iteration 18Q (98142.990000 sec): 3 clusters
  Score: Raw -4438448.570566 + Penalty 5115.269962 = -4433333.300604
  nChanged 157
		SP:Iteration 19Q (98143.410000 sec): 3 clusters
  Score: Raw -4438475.865895 + Penalty 5115.269962 = -4433360.595933
  nChanged 130
		SP:Iteration 20F (98143.870000 sec): 3 clusters
  Score: Raw -4438504.128806 + Penalty 5115.269962 = -4433388.858844
  nChanged 105
		SP:Iteration 21Q (98144.190000 sec): 3 clusters
  Score: Raw -4438530.439472 + Penalty 5115.269962 = -4433415.169510
  nChanged 116
		SP:Iteration 22Q (98144.600000 sec): 3 clusters
  Score: Raw -4438554.119261 + Penalty 5115.269962 = -4433438.849299
  nChanged 108
		SP:Iteration 23Q (98144.970000 sec): 3 clusters
  Score: Raw -4438574.962429 + Penalty 5115.269962 = -4433459.692467
  nChanged 94
		SP:Iteration 24Q (98145.360000 sec): 3 clusters
  Score: Raw -4438593.555191 + Penalty 5115.269962 = -4433478.285229
  nChanged 90
		SP:Iteration 25Q (98145.760000 sec): 3 clusters
  Score: Raw -4438613.979161 + Penalty 5115.269962 = -4433498.709199
  nChanged 122
		SP:Iteration 26Q (98146.150000 sec): 3 clusters
  Score: Raw -4438641.433794 + Penalty 5115.269962 = -4433526.163832
  nChanged 131
		SP:Iteration 27Q (98146.540000 sec): 3 clusters
  Score: Raw -4438671.982492 + Penalty 5115.269962 = -4433556.712530
  nChanged 133
		SP:Iteration 28Q (98146.950000 sec): 3 clusters
  Score: Raw -4438701.182732 + Penalty 5115.269962 = -4433585.912770
  nChanged 143
		SP:Iteration 29Q (98147.290000 sec): 3 clusters
  Score: Raw -4438736.159655 + Penalty 5115.269962 = -4433620.889693
  nChanged 160
		SP:Iteration 30Q (98147.650000 sec): 3 clusters
  Score: Raw -4438784.441323 + Penalty 5115.269962 = -4433669.171361
  nChanged 201
		SP:Iteration 31Q (98148.040000 sec): 3 clusters
  Score: Raw -4438838.629172 + Penalty 5115.269962 = -4433723.359210
  nChanged 193
		SP:Iteration 32Q (98148.480000 sec): 3 clusters
  Score: Raw -4438898.324408 + Penalty 5115.269962 = -4433783.054445
  nChanged 233
		SP:Iteration 33Q (98148.880000 sec): 3 clusters
  Score: Raw -4438967.635871 + Penalty 5115.269962 = -4433852.365909
  nChanged 252
		SP:Iteration 34Q (98149.190000 sec): 3 clusters
  Score: Raw -4439039.376639 + Penalty 5115.269962 = -4433924.106677
  nChanged 242
		SP:Iteration 35Q (98149.590000 sec): 3 clusters
  Score: Raw -4439115.554380 + Penalty 5115.269962 = -4434000.284418
  nChanged 257
		SP:Iteration 36Q (98150.050000 sec): 3 clusters
  Score: Raw -4439202.577749 + Penalty 5115.269962 = -4434087.307787
  nChanged 270
		SP:Iteration 37Q (98150.410000 sec): 3 clusters
  Score: Raw -4439288.295628 + Penalty 5115.269962 = -4434173.025666
  nChanged 287
		SP:Iteration 38Q (98150.850000 sec): 3 clusters
  Score: Raw -4439402.882840 + Penalty 5115.269962 = -4434287.612878
  nChanged 322
		SP:Iteration 39Q (98151.200000 sec): 3 clusters
  Score: Raw -4439529.034619 + Penalty 5115.269962 = -4434413.764657
  nChanged 325
		SP:Iteration 40F (98151.570000 sec): 3 clusters
  Score: Raw -4439668.143007 + Penalty 5115.269962 = -4434552.873045
  nChanged 367
		SP:Iteration 41Q (98151.980000 sec): 3 clusters
  Score: Raw -4439837.786319 + Penalty 5115.269962 = -4434722.516357
  nChanged 386
		SP:Iteration 42Q (98152.360000 sec): 3 clusters
  Score: Raw -4440033.795399 + Penalty 5115.269962 = -4434918.525437
  nChanged 400
		SP:Iteration 43Q (98152.770000 sec): 3 clusters
  Score: Raw -4440230.849504 + Penalty 5115.269962 = -4435115.579542
  nChanged 427
		SP:Iteration 44Q (98153.140000 sec): 3 clusters
  Score: Raw -4440443.192091 + Penalty 5115.269962 = -4435327.922129
  nChanged 396
		SP:Iteration 45Q (98153.550000 sec): 3 clusters
  Score: Raw -4440617.703488 + Penalty 5115.269962 = -4435502.433526
  nChanged 370
		SP:Iteration 46Q (98153.960000 sec): 3 clusters
  Score: Raw -4440758.992593 + Penalty 5115.269962 = -4435643.722631
  nChanged 333
		SP:Iteration 47Q (98154.380000 sec): 3 clusters
  Score: Raw -4440864.578214 + Penalty 5115.269962 = -4435749.308252
  nChanged 301
		SP:Iteration 48Q (98154.750000 sec): 3 clusters
  Score: Raw -4440944.421371 + Penalty 5115.269962 = -4435829.151409
  nChanged 246
		SP:Iteration 49Q (98155.180000 sec): 3 clusters
  Score: Raw -4440999.638836 + Penalty 5115.269962 = -4435884.368874
  nChanged 219
		SP:Iteration 50Q (98155.580000 sec): 3 clusters
  Score: Raw -4441042.875038 + Penalty 5115.269962 = -4435927.605076
  nChanged 222
		SP:Iteration 51Q (98155.950000 sec): 3 clusters
  Score: Raw -4441081.192692 + Penalty 5115.269962 = -4435965.922730
  nChanged 176
		SP:Iteration 52Q (98156.350000 sec): 3 clusters
  Score: Raw -4441111.962032 + Penalty 5115.269962 = -4435996.692070
  nChanged 172
		SP:Iteration 53Q (98156.680000 sec): 3 clusters
  Score: Raw -4441141.327318 + Penalty 5115.269962 = -4436026.057356
  nChanged 162
		SP:Iteration 54Q (98157.000000 sec): 3 clusters
  Score: Raw -4441164.536037 + Penalty 5115.269962 = -4436049.266075
  nChanged 124
		SP:Iteration 55Q (98157.410000 sec): 3 clusters
  Score: Raw -4441179.359156 + Penalty 5115.269962 = -4436064.089194
  nChanged 107
		SP:Iteration 56Q (98157.830000 sec): 3 clusters
  Score: Raw -4441191.557481 + Penalty 5115.269962 = -4436076.287518
  nChanged 101
		SP:Iteration 57Q (98158.210000 sec): 3 clusters
  Score: Raw -4441202.181895 + Penalty 5115.269962 = -4436086.911933
  nChanged 90
		SP:Iteration 58Q (98158.540000 sec): 3 clusters
  Score: Raw -4441210.890432 + Penalty 5115.269962 = -4436095.620469
  nChanged 87
		SP:Iteration 59Q (98158.900000 sec): 3 clusters
  Score: Raw -4441218.963944 + Penalty 5115.269962 = -4436103.693982
  nChanged 83
		SP:Iteration 60F (98159.280000 sec): 3 clusters
  Score: Raw -4441227.019489 + Penalty 5115.269962 = -4436111.749527
  nChanged 71
		SP:Iteration 61Q (98159.660000 sec): 3 clusters
  Score: Raw -4441233.751777 + Penalty 5115.269962 = -4436118.481815
  nChanged 67
		SP:Iteration 62Q (98160.120000 sec): 3 clusters
  Score: Raw -4441241.153935 + Penalty 5115.269962 = -4436125.883973
  nChanged 64
		SP:Iteration 63Q (98160.510000 sec): 3 clusters
  Score: Raw -4441248.996209 + Penalty 5115.269962 = -4436133.726247
  nChanged 67
		SP:Iteration 64Q (98160.850000 sec): 3 clusters
  Score: Raw -4441257.425429 + Penalty 5115.269962 = -4436142.155467
  nChanged 65
		SP:Iteration 65Q (98161.250000 sec): 3 clusters
  Score: Raw -4441265.199939 + Penalty 5115.269962 = -4436149.929977
  nChanged 61
		SP:Iteration 66Q (98161.600000 sec): 3 clusters
  Score: Raw -4441270.406609 + Penalty 5115.269962 = -4436155.136647
  nChanged 48
		SP:Iteration 67Q (98161.990000 sec): 3 clusters
  Score: Raw -4441274.670294 + Penalty 5115.269962 = -4436159.400332
  nChanged 43
		SP:Iteration 68Q (98162.400000 sec): 3 clusters
  Score: Raw -4441278.882708 + Penalty 5115.269962 = -4436163.612746
  nChanged 55
		SP:Iteration 69Q (98162.780000 sec): 3 clusters
  Score: Raw -4441284.110899 + Penalty 5115.269962 = -4436168.840936
  nChanged 49
		SP:Iteration 70Q (98163.220000 sec): 3 clusters
  Score: Raw -4441288.439942 + Penalty 5115.269962 = -4436173.169980
  nChanged 41
		SP:Iteration 71Q (98163.600000 sec): 3 clusters
  Score: Raw -4441291.264648 + Penalty 5115.269962 = -4436175.994686
  nChanged 29
		SP:Iteration 72Q (98163.990000 sec): 3 clusters
  Score: Raw -4441293.677355 + Penalty 5115.269962 = -4436178.407393
  nChanged 31
		SP:Iteration 73Q (98164.380000 sec): 3 clusters
  Score: Raw -4441296.529434 + Penalty 5115.269962 = -4436181.259472
  nChanged 36
		SP:Iteration 74Q (98164.790000 sec): 3 clusters
  Score: Raw -4441299.066795 + Penalty 5115.269962 = -4436183.796833
  nChanged 33
		SP:Iteration 75Q (98165.220000 sec): 3 clusters
  Score: Raw -4441302.437170 + Penalty 5115.269962 = -4436187.167208
  nChanged 32
		SP:Iteration 76Q (98165.600000 sec): 3 clusters
  Score: Raw -4441304.923997 + Penalty 5115.269962 = -4436189.654035
  nChanged 26
		SP:Iteration 77Q (98166.020000 sec): 3 clusters
  Score: Raw -4441306.664517 + Penalty 5115.269962 = -4436191.394555
  nChanged 18
		SP:Iteration 78Q (98166.440000 sec): 3 clusters
  Score: Raw -4441307.680104 + Penalty 5115.269962 = -4436192.410142
  nChanged 14
		SP:Iteration 79Q (98166.850000 sec): 3 clusters
  Score: Raw -4441308.493639 + Penalty 5115.269962 = -4436193.223677
  nChanged 11
		SP:Iteration 80F (98167.210000 sec): 3 clusters
  Score: Raw -4441309.115024 + Penalty 5115.269962 = -4436193.845062
  nChanged 11
		SP:Iteration 81Q (98167.670000 sec): 3 clusters
  Score: Raw -4441309.938912 + Penalty 5115.269962 = -4436194.668950
  nChanged 11
		SP:Iteration 82Q (98168.060000 sec): 3 clusters
  Score: Raw -4441310.474534 + Penalty 5115.269962 = -4436195.204572
  nChanged 6
		SP:Iteration 83Q (98168.410000 sec): 3 clusters
  Score: Raw -4441310.814641 + Penalty 5115.269962 = -4436195.544679
  nChanged 8
		SP:Iteration 84Q (98168.800000 sec): 3 clusters
  Score: Raw -4441311.253327 + Penalty 5115.269962 = -4436195.983365
  nChanged 7
		SP:Iteration 85Q (98169.190000 sec): 3 clusters
  Score: Raw -4441311.619412 + Penalty 5115.269962 = -4436196.349450
  nChanged 6
		SP:Iteration 86Q (98169.560000 sec): 3 clusters
  Score: Raw -4441311.866025 + Penalty 5115.269962 = -4436196.596063
  nChanged 10
		SP:Iteration 87Q (98169.960000 sec): 3 clusters
  Score: Raw -4441312.504203 + Penalty 5115.269962 = -4436197.234240
  nChanged 12
		SP:Iteration 88Q (98170.360000 sec): 3 clusters
  Score: Raw -4441313.129093 + Penalty 5115.269962 = -4436197.859131
  nChanged 10
		SP:Iteration 89Q (98170.760000 sec): 3 clusters
  Score: Raw -4441313.796570 + Penalty 5115.269962 = -4436198.526607
  nChanged 8
		SP:Iteration 90Q (98171.170000 sec): 3 clusters
  Score: Raw -4441314.376275 + Penalty 5115.269962 = -4436199.106313
  nChanged 7
		SP:Iteration 91Q (98171.560000 sec): 3 clusters
  Score: Raw -4441314.743709 + Penalty 5115.269962 = -4436199.473747
  nChanged 5
		SP:Iteration 92Q (98171.970000 sec): 3 clusters
  Score: Raw -4441315.019120 + Penalty 5115.269962 = -4436199.749158
  nChanged 10
		SP:Iteration 93Q (98172.340000 sec): 3 clusters
  Score: Raw -4441315.602282 + Penalty 5115.269962 = -4436200.332319
  nChanged 7
		SP:Iteration 94Q (98172.740000 sec): 3 clusters
  Score: Raw -4441316.019492 + Penalty 5115.269962 = -4436200.749530
  nChanged 4
		SP:Iteration 95Q (98173.140000 sec): 3 clusters
  Score: Raw -4441316.197797 + Penalty 5115.269962 = -4436200.927835
  nChanged 4
		SP:Iteration 96Q (98173.510000 sec): 3 clusters
  Score: Raw -4441316.520427 + Penalty 5115.269962 = -4436201.250465
  nChanged 8
		SP:Iteration 97Q (98173.870000 sec): 3 clusters
  Score: Raw -4441317.211135 + Penalty 5115.269962 = -4436201.941173
  nChanged 8
		SP:Iteration 98Q (98174.260000 sec): 3 clusters
  Score: Raw -4441317.728517 + Penalty 5115.269962 = -4436202.458555
  nChanged 6
		SP:Iteration 99Q (98174.690000 sec): 3 clusters
  Score: Raw -4441318.031695 + Penalty 5115.269962 = -4436202.761733
  nChanged 9
		SP:Iteration 100F (98175.090000 sec): 3 clusters
  Score: Raw -4441318.730691 + Penalty 5115.269962 = -4436203.460729
  nChanged 7
		SP:Iteration 101Q (98175.470000 sec): 3 clusters
  Score: Raw -4441319.074951 + Penalty 5115.269962 = -4436203.804989
  nChanged 5
		SP:Iteration 102Q (98175.830000 sec): 3 clusters
  Score: Raw -4441319.552906 + Penalty 5115.269962 = -4436204.282944
  nChanged 7
		SP:Iteration 103Q (98176.280000 sec): 3 clusters
  Score: Raw -4441320.035882 + Penalty 5115.269962 = -4436204.765920
  nChanged 6
		SP:Iteration 104Q (98176.660000 sec): 3 clusters
  Score: Raw -4441320.441433 + Penalty 5115.269962 = -4436205.171470
  nChanged 6
		SP:Iteration 105Q (98177.120000 sec): 3 clusters
  Score: Raw -4441320.642718 + Penalty 5115.269962 = -4436205.372756
  nChanged 4
		SP:Iteration 106Q (98177.510000 sec): 3 clusters
  Score: Raw -4441320.871070 + Penalty 5115.269962 = -4436205.601107
  nChanged 6
		SP:Iteration 107Q (98177.830000 sec): 3 clusters
  Score: Raw -4441321.369569 + Penalty 5115.269962 = -4436206.099607
  nChanged 6
		SP:Iteration 108Q (98178.260000 sec): 3 clusters
  Score: Raw -4441321.639105 + Penalty 5115.269962 = -4436206.369143
  nChanged 8
		SP:Iteration 109Q (98178.590000 sec): 3 clusters
  Score: Raw -4441322.329254 + Penalty 5115.269962 = -4436207.059292
  nChanged 9
		SP:Iteration 110Q (98178.960000 sec): 3 clusters
  Score: Raw -4441322.914539 + Penalty 5115.269962 = -4436207.644576
  nChanged 6
		SP:Iteration 111Q (98179.350000 sec): 3 clusters
  Score: Raw -4441323.409485 + Penalty 5115.269962 = -4436208.139523
  nChanged 7
		SP:Iteration 112Q (98179.730000 sec): 3 clusters
  Score: Raw -4441323.906695 + Penalty 5115.269962 = -4436208.636733
  nChanged 5
		SP:Iteration 113Q (98180.050000 sec): 3 clusters
  Score: Raw -4441324.213143 + Penalty 5115.269962 = -4436208.943181
  nChanged 5
		SP:Iteration 114Q (98180.410000 sec): 3 clusters
  Score: Raw -4441324.477749 + Penalty 5115.269962 = -4436209.207787
  nChanged 8
		SP:Iteration 115Q (98180.790000 sec): 3 clusters
  Score: Raw -4441324.873394 + Penalty 5115.269962 = -4436209.603431
  nChanged 5
		SP:Iteration 116Q (98181.230000 sec): 3 clusters
  Score: Raw -4441325.241312 + Penalty 5115.269962 = -4436209.971350
  nChanged 8
		SP:Iteration 117Q (98181.640000 sec): 3 clusters
  Score: Raw -4441325.692338 + Penalty 5115.269962 = -4436210.422375
  nChanged 2
		SP:Iteration 118Q (98182.040000 sec): 3 clusters
  Score: Raw -4441325.869754 + Penalty 5115.269962 = -4436210.599792
  nChanged 2
		SP:Iteration 119Q (98182.470000 sec): 3 clusters
  Score: Raw -4441325.956413 + Penalty 5115.269962 = -4436210.686451
  nChanged 5
		SP:Iteration 120F (98182.770000 sec): 3 clusters
  Score: Raw -4441326.228039 + Penalty 5115.269962 = -4436210.958077
  nChanged 4
		SP:Iteration 121Q (98183.180000 sec): 3 clusters
  Score: Raw -4441326.390872 + Penalty 5115.269962 = -4436211.120910
  nChanged 1
		SP:Iteration 122Q (98183.680000 sec): 3 clusters
  Score: Raw -4441326.471390 + Penalty 5115.269962 = -4436211.201428
  nChanged 4
		SP:Iteration 123Q (98184.070000 sec): 3 clusters
  Score: Raw -4441326.706764 + Penalty 5115.269962 = -4436211.436802
  nChanged 4
		SP:Iteration 124Q (98184.520000 sec): 3 clusters
  Score: Raw -4441326.931252 + Penalty 5115.269962 = -4436211.661290
  nChanged 3
		SP:Iteration 125Q (98184.940000 sec): 3 clusters
  Score: Raw -4441327.031436 + Penalty 5115.269962 = -4436211.761473
  nChanged 3
		SP:Iteration 126Q (98185.350000 sec): 3 clusters
  Score: Raw -4441327.203863 + Penalty 5115.269962 = -4436211.933901
  nChanged 3
		SP:Iteration 127Q (98185.810000 sec): 3 clusters
  Score: Raw -4441327.475326 + Penalty 5115.269962 = -4436212.205364
  nChanged 5
		SP:Iteration 128Q (98186.200000 sec): 3 clusters
  Score: Raw -4441327.647059 + Penalty 5115.269962 = -4436212.377097
  nChanged 5
		SP:Iteration 129Q (98186.570000 sec): 3 clusters
  Score: Raw -4441327.906047 + Penalty 5115.269962 = -4436212.636085
  nChanged 6
		SP:Iteration 130Q (98187.000000 sec): 3 clusters
  Score: Raw -4441328.174309 + Penalty 5115.269962 = -4436212.904347
  nChanged 3
		SP:Iteration 131Q (98187.390000 sec): 3 clusters
  Score: Raw -4441328.359242 + Penalty 5115.269962 = -4436213.089280
  nChanged 5
		SP:Iteration 132Q (98187.790000 sec): 3 clusters
  Score: Raw -4441328.610031 + Penalty 5115.269962 = -4436213.340069
  nChanged 4
		SP:Iteration 133Q (98188.190000 sec): 3 clusters
  Score: Raw -4441328.786287 + Penalty 5115.269962 = -4436213.516325
  nChanged 3
		SP:Iteration 134Q (98188.530000 sec): 3 clusters
  Score: Raw -4441328.995826 + Penalty 5115.269962 = -4436213.725863
  nChanged 2
		SP:Iteration 135Q (98188.970000 sec): 3 clusters
  Score: Raw -4441329.078016 + Penalty 5115.269962 = -4436213.808054
  nChanged 2
		SP:Iteration 136Q (98189.290000 sec): 3 clusters
  Score: Raw -4441329.195212 + Penalty 5115.269962 = -4436213.925250
  nChanged 3
		SP:Iteration 137Q (98189.650000 sec): 3 clusters
  Score: Raw -4441329.303536 + Penalty 5115.269962 = -4436214.033574
  nChanged 1
		SP:Iteration 138Q (98190.070000 sec): 3 clusters
  Score: Raw -4441329.372353 + Penalty 5115.269962 = -4436214.102391
  nChanged 1
		SP:Iteration 139Q (98190.390000 sec): 3 clusters
  Score: Raw -4441329.398976 + Penalty 5115.269962 = -4436214.129014
  nChanged 0
		SP:Iteration 140F (98190.710000 sec): 3 clusters
  Score: Raw -4441329.398976 + Penalty 5115.269962 = -4436214.129014
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (47213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98191.260000 sec): 2 clusters
  Score: Raw -7383656.800520 + Penalty 2669.081290 = -7380987.719230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98191.770000 sec): 3 clusters
  Score: Raw -7354603.450977 + Penalty 5338.162580 = -7349265.288397
  nChanged 21687
		SP:Iteration 1F (98192.290000 sec): 3 clusters
  Score: Raw -7367728.521865 + Penalty 5338.162580 = -7362390.359285
  nChanged 3124
		SP:Iteration 2F (98192.850000 sec): 3 clusters
  Score: Raw -7369975.612649 + Penalty 5338.162580 = -7364637.450069
  nChanged 3736
		SP:Iteration 3F (98193.400000 sec): 3 clusters
  Score: Raw -7373495.495404 + Penalty 5338.162580 = -7368157.332824
  nChanged 4378
		SP:Iteration 4F (98193.860000 sec): 3 clusters
  Score: Raw -7378362.422331 + Penalty 5338.162580 = -7373024.259751
  nChanged 4515
		SP:Iteration 5F (98194.420000 sec): 3 clusters
  Score: Raw -7383544.982889 + Penalty 5338.162580 = -7378206.820309
  nChanged 3804
		SP:Iteration 6F (98194.940000 sec): 3 clusters
  Score: Raw -7386907.364121 + Penalty 5338.162580 = -7381569.201541
  nChanged 2611
		SP:Iteration 7F (98195.470000 sec): 3 clusters
  Score: Raw -7388598.529730 + Penalty 5338.162580 = -7383260.367150
  nChanged 1746
		SP:Iteration 8Q (98196.020000 sec): 3 clusters
  Score: Raw -7389465.294592 + Penalty 5338.162580 = -7384127.132011
  nChanged 1180
		SP:Iteration 9Q (98196.620000 sec): 3 clusters
  Score: Raw -7389874.545383 + Penalty 5338.162580 = -7384536.382803
  nChanged 849
		SP:Iteration 10Q (98197.150000 sec): 3 clusters
  Score: Raw -7390101.290647 + Penalty 5338.162580 = -7384763.128067
  nChanged 632
		SP:Iteration 11Q (98197.710000 sec): 3 clusters
  Score: Raw -7390234.750782 + Penalty 5338.162580 = -7384896.588202
  nChanged 510
		SP:Iteration 12Q (98198.250000 sec): 3 clusters
  Score: Raw -7390327.510646 + Penalty 5338.162580 = -7384989.348066
  nChanged 461
		SP:Iteration 13Q (98198.860000 sec): 3 clusters
  Score: Raw -7390412.572385 + Penalty 5338.162580 = -7385074.409804
  nChanged 458
		SP:Iteration 14Q (98199.370000 sec): 3 clusters
  Score: Raw -7390496.576200 + Penalty 5338.162580 = -7385158.413620
  nChanged 426
		SP:Iteration 15Q (98199.930000 sec): 3 clusters
  Score: Raw -7390576.748660 + Penalty 5338.162580 = -7385238.586079
  nChanged 450
		SP:Iteration 16Q (98200.450000 sec): 3 clusters
  Score: Raw -7390665.345320 + Penalty 5338.162580 = -7385327.182740
  nChanged 471
		SP:Iteration 17Q (98201.010000 sec): 3 clusters
  Score: Raw -7390773.333409 + Penalty 5338.162580 = -7385435.170829
  nChanged 527
		SP:Iteration 18Q (98201.570000 sec): 3 clusters
  Score: Raw -7390903.833259 + Penalty 5338.162580 = -7385565.670679
  nChanged 579
		SP:Iteration 19Q (98202.050000 sec): 3 clusters
  Score: Raw -7391047.372033 + Penalty 5338.162580 = -7385709.209453
  nChanged 575
		SP:Iteration 20F (98202.590000 sec): 3 clusters
  Score: Raw -7391201.564617 + Penalty 5338.162580 = -7385863.402037
  nChanged 585
		SP:Iteration 21Q (98203.140000 sec): 3 clusters
  Score: Raw -7391357.235638 + Penalty 5338.162580 = -7386019.073057
  nChanged 591
		SP:Iteration 22Q (98203.670000 sec): 3 clusters
  Score: Raw -7391512.179561 + Penalty 5338.162580 = -7386174.016980
  nChanged 581
		SP:Iteration 23Q (98204.210000 sec): 3 clusters
  Score: Raw -7391655.060732 + Penalty 5338.162580 = -7386316.898151
  nChanged 561
		SP:Iteration 24Q (98204.790000 sec): 3 clusters
  Score: Raw -7391786.494757 + Penalty 5338.162580 = -7386448.332177
  nChanged 557
		SP:Iteration 25Q (98205.270000 sec): 3 clusters
  Score: Raw -7391914.122553 + Penalty 5338.162580 = -7386575.959973
  nChanged 540
		SP:Iteration 26Q (98205.780000 sec): 3 clusters
  Score: Raw -7392034.198571 + Penalty 5338.162580 = -7386696.035990
  nChanged 505
		SP:Iteration 27Q (98206.310000 sec): 3 clusters
  Score: Raw -7392134.219329 + Penalty 5338.162580 = -7386796.056748
  nChanged 464
		SP:Iteration 28Q (98206.850000 sec): 3 clusters
  Score: Raw -7392221.901354 + Penalty 5338.162580 = -7386883.738774
  nChanged 438
		SP:Iteration 29Q (98207.430000 sec): 3 clusters
  Score: Raw -7392299.889348 + Penalty 5338.162580 = -7386961.726768
  nChanged 409
		SP:Iteration 30Q (98208.000000 sec): 3 clusters
  Score: Raw -7392372.819929 + Penalty 5338.162580 = -7387034.657348
  nChanged 368
		SP:Iteration 31Q (98208.570000 sec): 3 clusters
  Score: Raw -7392433.376042 + Penalty 5338.162580 = -7387095.213461
  nChanged 310
		SP:Iteration 32Q (98209.150000 sec): 3 clusters
  Score: Raw -7392475.573414 + Penalty 5338.162580 = -7387137.410833
  nChanged 269
		SP:Iteration 33Q (98209.730000 sec): 3 clusters
  Score: Raw -7392511.172410 + Penalty 5338.162580 = -7387173.009830
  nChanged 242
		SP:Iteration 34Q (98210.300000 sec): 3 clusters
  Score: Raw -7392542.548682 + Penalty 5338.162580 = -7387204.386101
  nChanged 207
		SP:Iteration 35Q (98210.880000 sec): 3 clusters
  Score: Raw -7392568.716865 + Penalty 5338.162580 = -7387230.554285
  nChanged 206
		SP:Iteration 36Q (98211.460000 sec): 3 clusters
  Score: Raw -7392593.717050 + Penalty 5338.162580 = -7387255.554470
  nChanged 191
		SP:Iteration 37Q (98212.040000 sec): 3 clusters
  Score: Raw -7392618.169225 + Penalty 5338.162580 = -7387280.006644
  nChanged 193
		SP:Iteration 38Q (98212.620000 sec): 3 clusters
  Score: Raw -7392644.227761 + Penalty 5338.162580 = -7387306.065181
  nChanged 194
		SP:Iteration 39Q (98213.190000 sec): 3 clusters
  Score: Raw -7392667.094618 + Penalty 5338.162580 = -7387328.932037
  nChanged 158
		SP:Iteration 40F (98213.740000 sec): 3 clusters
  Score: Raw -7392683.687477 + Penalty 5338.162580 = -7387345.524896
  nChanged 134
		SP:Iteration 41Q (98214.320000 sec): 3 clusters
  Score: Raw -7392696.536416 + Penalty 5338.162580 = -7387358.373836
  nChanged 102
		SP:Iteration 42Q (98214.900000 sec): 3 clusters
  Score: Raw -7392704.705896 + Penalty 5338.162580 = -7387366.543315
  nChanged 90
		SP:Iteration 43Q (98215.480000 sec): 3 clusters
  Score: Raw -7392711.685464 + Penalty 5338.162580 = -7387373.522883
  nChanged 75
		SP:Iteration 44Q (98216.060000 sec): 3 clusters
  Score: Raw -7392717.397984 + Penalty 5338.162580 = -7387379.235403
  nChanged 65
		SP:Iteration 45Q (98216.650000 sec): 3 clusters
  Score: Raw -7392722.585407 + Penalty 5338.162580 = -7387384.422827
  nChanged 67
		SP:Iteration 46Q (98217.230000 sec): 3 clusters
  Score: Raw -7392727.717221 + Penalty 5338.162580 = -7387389.554641
  nChanged 74
		SP:Iteration 47Q (98217.820000 sec): 3 clusters
  Score: Raw -7392734.485943 + Penalty 5338.162580 = -7387396.323362
  nChanged 85
		SP:Iteration 48Q (98218.400000 sec): 3 clusters
  Score: Raw -7392742.102688 + Penalty 5338.162580 = -7387403.940108
  nChanged 68
		SP:Iteration 49Q (98218.980000 sec): 3 clusters
  Score: Raw -7392747.133988 + Penalty 5338.162580 = -7387408.971408
  nChanged 68
		SP:Iteration 50Q (98219.560000 sec): 3 clusters
  Score: Raw -7392753.050876 + Penalty 5338.162580 = -7387414.888295
  nChanged 73
		SP:Iteration 51Q (98220.140000 sec): 3 clusters
  Score: Raw -7392759.533518 + Penalty 5338.162580 = -7387421.370938
  nChanged 58
		SP:Iteration 52Q (98220.730000 sec): 3 clusters
  Score: Raw -7392764.436564 + Penalty 5338.162580 = -7387426.273984
  nChanged 63
		SP:Iteration 53Q (98221.320000 sec): 3 clusters
  Score: Raw -7392769.070131 + Penalty 5338.162580 = -7387430.907551
  nChanged 52
		SP:Iteration 54Q (98221.900000 sec): 3 clusters
  Score: Raw -7392772.633136 + Penalty 5338.162580 = -7387434.470556
  nChanged 45
		SP:Iteration 55Q (98222.480000 sec): 3 clusters
  Score: Raw -7392775.902328 + Penalty 5338.162580 = -7387437.739748
  nChanged 44
		SP:Iteration 56Q (98222.950000 sec): 3 clusters
  Score: Raw -7392779.339484 + Penalty 5338.162580 = -7387441.176903
  nChanged 50
		SP:Iteration 57Q (98223.440000 sec): 3 clusters
  Score: Raw -7392784.217505 + Penalty 5338.162580 = -7387446.054924
  nChanged 63
		SP:Iteration 58Q (98224.020000 sec): 3 clusters
  Score: Raw -7392790.032938 + Penalty 5338.162580 = -7387451.870357
  nChanged 68
		SP:Iteration 59Q (98224.500000 sec): 3 clusters
  Score: Raw -7392796.924400 + Penalty 5338.162580 = -7387458.761819
  nChanged 66
		SP:Iteration 60F (98225.050000 sec): 3 clusters
  Score: Raw -7392803.879959 + Penalty 5338.162580 = -7387465.717379
  nChanged 57
		SP:Iteration 61Q (98225.560000 sec): 3 clusters
  Score: Raw -7392809.014120 + Penalty 5338.162580 = -7387470.851539
  nChanged 58
		SP:Iteration 62Q (98226.100000 sec): 3 clusters
  Score: Raw -7392813.811880 + Penalty 5338.162580 = -7387475.649300
  nChanged 60
		SP:Iteration 63Q (98226.660000 sec): 3 clusters
  Score: Raw -7392818.779291 + Penalty 5338.162580 = -7387480.616711
  nChanged 46
		SP:Iteration 64Q (98227.140000 sec): 3 clusters
  Score: Raw -7392822.833662 + Penalty 5338.162580 = -7387484.671081
  nChanged 55
		SP:Iteration 65Q (98227.580000 sec): 3 clusters
  Score: Raw -7392827.734547 + Penalty 5338.162580 = -7387489.571967
  nChanged 67
		SP:Iteration 66Q (98228.080000 sec): 3 clusters
  Score: Raw -7392834.344709 + Penalty 5338.162580 = -7387496.182128
  nChanged 65
		SP:Iteration 67Q (98228.610000 sec): 3 clusters
  Score: Raw -7392842.107362 + Penalty 5338.162580 = -7387503.944782
  nChanged 76
		SP:Iteration 68Q (98229.120000 sec): 3 clusters
  Score: Raw -7392852.122553 + Penalty 5338.162580 = -7387513.959972
  nChanged 87
		SP:Iteration 69Q (98229.600000 sec): 3 clusters
  Score: Raw -7392862.347277 + Penalty 5338.162580 = -7387524.184697
  nChanged 85
		SP:Iteration 70Q (98230.100000 sec): 3 clusters
  Score: Raw -7392874.164180 + Penalty 5338.162580 = -7387536.001599
  nChanged 100
		SP:Iteration 71Q (98230.630000 sec): 3 clusters
  Score: Raw -7392890.617326 + Penalty 5338.162580 = -7387552.454746
  nChanged 105
		SP:Iteration 72Q (98231.140000 sec): 3 clusters
  Score: Raw -7392908.050068 + Penalty 5338.162580 = -7387569.887487
  nChanged 115
		SP:Iteration 73Q (98231.650000 sec): 3 clusters
  Score: Raw -7392928.035345 + Penalty 5338.162580 = -7387589.872765
  nChanged 110
		SP:Iteration 74Q (98232.150000 sec): 3 clusters
  Score: Raw -7392945.223099 + Penalty 5338.162580 = -7387607.060518
  nChanged 107
		SP:Iteration 75Q (98232.700000 sec): 3 clusters
  Score: Raw -7392965.328603 + Penalty 5338.162580 = -7387627.166023
  nChanged 126
		SP:Iteration 76Q (98233.220000 sec): 3 clusters
  Score: Raw -7392988.281364 + Penalty 5338.162580 = -7387650.118784
  nChanged 126
		SP:Iteration 77Q (98233.790000 sec): 3 clusters
  Score: Raw -7393010.981434 + Penalty 5338.162580 = -7387672.818854
  nChanged 112
		SP:Iteration 78Q (98234.230000 sec): 3 clusters
  Score: Raw -7393032.146195 + Penalty 5338.162580 = -7387693.983615
  nChanged 122
		SP:Iteration 79Q (98234.770000 sec): 3 clusters
  Score: Raw -7393050.191279 + Penalty 5338.162580 = -7387712.028698
  nChanged 110
		SP:Iteration 80F (98235.300000 sec): 3 clusters
  Score: Raw -7393066.133932 + Penalty 5338.162580 = -7387727.971352
  nChanged 106
		SP:Iteration 81Q (98235.820000 sec): 3 clusters
  Score: Raw -7393080.886335 + Penalty 5338.162580 = -7387742.723754
  nChanged 99
		SP:Iteration 82Q (98236.260000 sec): 3 clusters
  Score: Raw -7393094.943945 + Penalty 5338.162580 = -7387756.781364
  nChanged 101
		SP:Iteration 83Q (98236.860000 sec): 3 clusters
  Score: Raw -7393109.298661 + Penalty 5338.162580 = -7387771.136081
  nChanged 95
		SP:Iteration 84Q (98237.390000 sec): 3 clusters
  Score: Raw -7393121.348281 + Penalty 5338.162580 = -7387783.185700
  nChanged 91
		SP:Iteration 85Q (98237.880000 sec): 3 clusters
  Score: Raw -7393136.627052 + Penalty 5338.162580 = -7387798.464471
  nChanged 96
		SP:Iteration 86Q (98238.360000 sec): 3 clusters
  Score: Raw -7393149.526322 + Penalty 5338.162580 = -7387811.363742
  nChanged 91
		SP:Iteration 87Q (98238.900000 sec): 3 clusters
  Score: Raw -7393160.773782 + Penalty 5338.162580 = -7387822.611201
  nChanged 80
		SP:Iteration 88Q (98239.390000 sec): 3 clusters
  Score: Raw -7393171.097766 + Penalty 5338.162580 = -7387832.935185
  nChanged 72
		SP:Iteration 89Q (98239.910000 sec): 3 clusters
  Score: Raw -7393178.563192 + Penalty 5338.162580 = -7387840.400611
  nChanged 49
		SP:Iteration 90Q (98240.450000 sec): 3 clusters
  Score: Raw -7393182.254047 + Penalty 5338.162580 = -7387844.091466
  nChanged 48
		SP:Iteration 91Q (98240.940000 sec): 3 clusters
  Score: Raw -7393185.516833 + Penalty 5338.162580 = -7387847.354252
  nChanged 34
		SP:Iteration 92Q (98241.460000 sec): 3 clusters
  Score: Raw -7393187.786198 + Penalty 5338.162580 = -7387849.623618
  nChanged 33
		SP:Iteration 93Q (98241.950000 sec): 3 clusters
  Score: Raw -7393190.008015 + Penalty 5338.162580 = -7387851.845434
  nChanged 27
		SP:Iteration 94Q (98242.400000 sec): 3 clusters
  Score: Raw -7393191.776235 + Penalty 5338.162580 = -7387853.613654
  nChanged 27
		SP:Iteration 95Q (98242.850000 sec): 3 clusters
  Score: Raw -7393193.644844 + Penalty 5338.162580 = -7387855.482264
  nChanged 17
		SP:Iteration 96Q (98243.420000 sec): 3 clusters
  Score: Raw -7393194.778499 + Penalty 5338.162580 = -7387856.615918
  nChanged 11
		SP:Iteration 97Q (98243.910000 sec): 3 clusters
  Score: Raw -7393195.417469 + Penalty 5338.162580 = -7387857.254889
  nChanged 10
		SP:Iteration 98Q (98244.400000 sec): 3 clusters
  Score: Raw -7393196.076151 + Penalty 5338.162580 = -7387857.913571
  nChanged 7
		SP:Iteration 99Q (98244.860000 sec): 3 clusters
  Score: Raw -7393196.369058 + Penalty 5338.162580 = -7387858.206478
  nChanged 2
		SP:Iteration 100F (98245.390000 sec): 3 clusters
  Score: Raw -7393196.431953 + Penalty 5338.162580 = -7387858.269373
  nChanged 3
		SP:Iteration 101Q (98245.840000 sec): 3 clusters
  Score: Raw -7393196.552523 + Penalty 5338.162580 = -7387858.389943
  nChanged 3
		SP:Iteration 102Q (98246.330000 sec): 3 clusters
  Score: Raw -7393196.692937 + Penalty 5338.162580 = -7387858.530356
  nChanged 2
		SP:Iteration 103Q (98246.770000 sec): 3 clusters
  Score: Raw -7393196.836208 + Penalty 5338.162580 = -7387858.673627
  nChanged 6
		SP:Iteration 104Q (98247.290000 sec): 3 clusters
  Score: Raw -7393197.132983 + Penalty 5338.162580 = -7387858.970402
  nChanged 5
		SP:Iteration 105Q (98247.790000 sec): 3 clusters
  Score: Raw -7393197.294329 + Penalty 5338.162580 = -7387859.131748
  nChanged 4
		SP:Iteration 106Q (98248.310000 sec): 3 clusters
  Score: Raw -7393197.497906 + Penalty 5338.162580 = -7387859.335325
  nChanged 4
		SP:Iteration 107Q (98248.760000 sec): 3 clusters
  Score: Raw -7393197.677220 + Penalty 5338.162580 = -7387859.514640
  nChanged 5
		SP:Iteration 108Q (98249.200000 sec): 3 clusters
  Score: Raw -7393197.868154 + Penalty 5338.162580 = -7387859.705574
  nChanged 0
		SP:Iteration 109F (98249.700000 sec): 3 clusters
  Score: Raw -7393197.868154 + Penalty 5338.162580 = -7387859.705574
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (6361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98249.900000 sec): 2 clusters
  Score: Raw -817975.541565 + Penalty 2171.969337 = -815803.572228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98250.080000 sec): 3 clusters
  Score: Raw -815171.516605 + Penalty 4343.938675 = -810827.577930
  nChanged 2657
		SP:Iteration 1F (98250.250000 sec): 3 clusters
  Score: Raw -820446.039210 + Penalty 4343.938675 = -816102.100535
  nChanged 1062
		SP:Iteration 2F (98250.410000 sec): 3 clusters
  Score: Raw -823645.268232 + Penalty 4343.938675 = -819301.329558
  nChanged 680
		SP:Iteration 3F (98250.610000 sec): 3 clusters
  Score: Raw -825833.072447 + Penalty 4343.938675 = -821489.133773
  nChanged 514
		SP:Iteration 4F (98250.810000 sec): 3 clusters
  Score: Raw -827739.240052 + Penalty 4343.938675 = -823395.301377
  nChanged 553
		SP:Iteration 5F (98251.010000 sec): 3 clusters
  Score: Raw -830442.288243 + Penalty 4343.938675 = -826098.349568
  nChanged 572
		SP:Iteration 6F (98251.250000 sec): 3 clusters
  Score: Raw -834044.321551 + Penalty 4343.938675 = -829700.382876
  nChanged 447
		SP:Iteration 7F (98251.450000 sec): 3 clusters
  Score: Raw -837398.556551 + Penalty 4343.938675 = -833054.617876
  nChanged 317
		SP:Iteration 8Q (98251.570000 sec): 3 clusters
  Score: Raw -839116.776546 + Penalty 4343.938675 = -834772.837871
  nChanged 211
		SP:Iteration 9Q (98251.790000 sec): 3 clusters
  Score: Raw -840229.200023 + Penalty 4343.938675 = -835885.261348
  nChanged 163
		SP:Iteration 10Q (98251.970000 sec): 3 clusters
  Score: Raw -841566.734645 + Penalty 4343.938675 = -837222.795971
  nChanged 74
		SP:Iteration 11Q (98252.110000 sec): 3 clusters
  Score: Raw -842438.347078 + Penalty 4343.938675 = -838094.408404
  nChanged 53
		SP:Iteration 12Q (98252.310000 sec): 3 clusters
  Score: Raw -842575.157585 + Penalty 4343.938675 = -838231.218910
  nChanged 21
		SP:Iteration 13Q (98252.480000 sec): 3 clusters
  Score: Raw -842621.415467 + Penalty 4343.938675 = -838277.476793
  nChanged 14
		SP:Iteration 14Q (98252.700000 sec): 3 clusters
  Score: Raw -842631.611202 + Penalty 4343.938675 = -838287.672527
  nChanged 6
		SP:Iteration 15Q (98252.910000 sec): 3 clusters
  Score: Raw -842635.576858 + Penalty 4343.938675 = -838291.638183
  nChanged 2
		SP:Iteration 16Q (98253.100000 sec): 3 clusters
  Score: Raw -842636.772374 + Penalty 4343.938675 = -838292.833699
  nChanged 4
		SP:Iteration 17Q (98253.330000 sec): 3 clusters
  Score: Raw -842638.466631 + Penalty 4343.938675 = -838294.527956
  nChanged 5
		SP:Iteration 18Q (98253.520000 sec): 3 clusters
  Score: Raw -842641.377534 + Penalty 4343.938675 = -838297.438859
  nChanged 3
		SP:Iteration 19Q (98253.720000 sec): 3 clusters
  Score: Raw -842642.720964 + Penalty 4343.938675 = -838298.782289
  nChanged 4
		SP:Iteration 20F (98253.880000 sec): 3 clusters
  Score: Raw -843534.490810 + Penalty 4343.938675 = -839190.552135
  nChanged 94
		SP:Iteration 21Q (98254.110000 sec): 3 clusters
  Score: Raw -845031.411616 + Penalty 4343.938675 = -840687.472941
  nChanged 32
		SP:Iteration 22Q (98254.310000 sec): 3 clusters
  Score: Raw -845084.371705 + Penalty 4343.938675 = -840740.433031
  nChanged 3
		SP:Iteration 23Q (98254.510000 sec): 3 clusters
  Score: Raw -845085.252200 + Penalty 4343.938675 = -840741.313525
  nChanged 1
		SP:Iteration 24Q (98254.710000 sec): 3 clusters
  Score: Raw -845085.439438 + Penalty 4343.938675 = -840741.500763
  nChanged 1
		SP:Iteration 25Q (98254.980000 sec): 3 clusters
  Score: Raw -845085.720796 + Penalty 4343.938675 = -840741.782121
  nChanged 0
		SP:Iteration 26F (98255.210000 sec): 3 clusters
  Score: Raw -845085.720796 + Penalty 4343.938675 = -840741.782121
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (50293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98255.670000 sec): 2 clusters
  Score: Raw -7279574.685194 + Penalty 2684.754053 = -7276889.931142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98256.310000 sec): 3 clusters
  Score: Raw -7248138.264082 + Penalty 5369.508106 = -7242768.755976
  nChanged 23356
		SP:Iteration 1F (98256.870000 sec): 3 clusters
  Score: Raw -7262129.680330 + Penalty 5369.508106 = -7256760.172224
  nChanged 3298
		SP:Iteration 2F (98257.370000 sec): 3 clusters
  Score: Raw -7264591.781385 + Penalty 5369.508106 = -7259222.273279
  nChanged 3818
		SP:Iteration 3F (98257.890000 sec): 3 clusters
  Score: Raw -7267753.574697 + Penalty 5369.508106 = -7262384.066591
  nChanged 3999
		SP:Iteration 4F (98258.390000 sec): 3 clusters
  Score: Raw -7270625.703908 + Penalty 5369.508106 = -7265256.195802
  nChanged 3473
		SP:Iteration 5F (98258.940000 sec): 3 clusters
  Score: Raw -7272543.384871 + Penalty 5369.508106 = -7267173.876765
  nChanged 2743
		SP:Iteration 6F (98259.460000 sec): 3 clusters
  Score: Raw -7273726.108027 + Penalty 5369.508106 = -7268356.599921
  nChanged 2118
		SP:Iteration 7Q (98260.020000 sec): 3 clusters
  Score: Raw -7274527.208029 + Penalty 5369.508106 = -7269157.699923
  nChanged 1747
		SP:Iteration 8Q (98260.590000 sec): 3 clusters
  Score: Raw -7275166.551430 + Penalty 5369.508106 = -7269797.043324
  nChanged 1509
		SP:Iteration 9Q (98261.170000 sec): 3 clusters
  Score: Raw -7275716.214055 + Penalty 5369.508106 = -7270346.705949
  nChanged 1354
		SP:Iteration 10Q (98261.700000 sec): 3 clusters
  Score: Raw -7276157.592063 + Penalty 5369.508106 = -7270788.083957
  nChanged 1179
		SP:Iteration 11Q (98262.310000 sec): 3 clusters
  Score: Raw -7276504.599604 + Penalty 5369.508106 = -7271135.091498
  nChanged 1144
		SP:Iteration 12Q (98262.800000 sec): 3 clusters
  Score: Raw -7276813.149434 + Penalty 5369.508106 = -7271443.641328
  nChanged 989
		SP:Iteration 13Q (98263.340000 sec): 3 clusters
  Score: Raw -7277056.120432 + Penalty 5369.508106 = -7271686.612326
  nChanged 857
		SP:Iteration 14Q (98263.860000 sec): 3 clusters
  Score: Raw -7277254.679412 + Penalty 5369.508106 = -7271885.171306
  nChanged 795
		SP:Iteration 15Q (98264.440000 sec): 3 clusters
  Score: Raw -7277437.660533 + Penalty 5369.508106 = -7272068.152427
  nChanged 751
		SP:Iteration 16Q (98264.980000 sec): 3 clusters
  Score: Raw -7277596.940709 + Penalty 5369.508106 = -7272227.432603
  nChanged 686
		SP:Iteration 17Q (98265.550000 sec): 3 clusters
  Score: Raw -7277739.031734 + Penalty 5369.508106 = -7272369.523628
  nChanged 694
		SP:Iteration 18Q (98266.080000 sec): 3 clusters
  Score: Raw -7277885.278043 + Penalty 5369.508106 = -7272515.769937
  nChanged 701
		SP:Iteration 19Q (98266.650000 sec): 3 clusters
  Score: Raw -7278029.871194 + Penalty 5369.508106 = -7272660.363088
  nChanged 646
		SP:Iteration 20F (98267.180000 sec): 3 clusters
  Score: Raw -7278159.452288 + Penalty 5369.508106 = -7272789.944182
  nChanged 629
		SP:Iteration 21Q (98267.750000 sec): 3 clusters
  Score: Raw -7278297.064284 + Penalty 5369.508106 = -7272927.556178
  nChanged 670
		SP:Iteration 22Q (98268.340000 sec): 3 clusters
  Score: Raw -7278443.164296 + Penalty 5369.508106 = -7273073.656190
  nChanged 692
		SP:Iteration 23Q (98268.940000 sec): 3 clusters
  Score: Raw -7278594.831193 + Penalty 5369.508106 = -7273225.323087
  nChanged 676
		SP:Iteration 24Q (98269.500000 sec): 3 clusters
  Score: Raw -7278746.605907 + Penalty 5369.508106 = -7273377.097801
  nChanged 685
		SP:Iteration 25Q (98270.030000 sec): 3 clusters
  Score: Raw -7278902.208925 + Penalty 5369.508106 = -7273532.700819
  nChanged 695
		SP:Iteration 26Q (98270.590000 sec): 3 clusters
  Score: Raw -7279067.460524 + Penalty 5369.508106 = -7273697.952418
  nChanged 724
		SP:Iteration 27Q (98271.170000 sec): 3 clusters
  Score: Raw -7279243.630752 + Penalty 5369.508106 = -7273874.122646
  nChanged 780
		SP:Iteration 28Q (98271.710000 sec): 3 clusters
  Score: Raw -7279441.891755 + Penalty 5369.508106 = -7274072.383649
  nChanged 804
		SP:Iteration 29Q (98272.270000 sec): 3 clusters
  Score: Raw -7279645.751177 + Penalty 5369.508106 = -7274276.243071
  nChanged 813
		SP:Iteration 30Q (98272.910000 sec): 3 clusters
  Score: Raw -7279860.523393 + Penalty 5369.508106 = -7274491.015287
  nChanged 856
		SP:Iteration 31Q (98273.480000 sec): 3 clusters
  Score: Raw -7280107.599954 + Penalty 5369.508106 = -7274738.091848
  nChanged 885
		SP:Iteration 32Q (98274.070000 sec): 3 clusters
  Score: Raw -7280376.726844 + Penalty 5369.508106 = -7275007.218738
  nChanged 910
		SP:Iteration 33Q (98274.560000 sec): 3 clusters
  Score: Raw -7280674.280974 + Penalty 5369.508106 = -7275304.772868
  nChanged 909
		SP:Iteration 34Q (98275.170000 sec): 3 clusters
  Score: Raw -7280984.521398 + Penalty 5369.508106 = -7275615.013292
  nChanged 856
		SP:Iteration 35Q (98275.730000 sec): 3 clusters
  Score: Raw -7281289.389880 + Penalty 5369.508106 = -7275919.881774
  nChanged 814
		SP:Iteration 36Q (98276.240000 sec): 3 clusters
  Score: Raw -7281592.972377 + Penalty 5369.508106 = -7276223.464271
  nChanged 809
		SP:Iteration 37Q (98276.780000 sec): 3 clusters
  Score: Raw -7281894.936608 + Penalty 5369.508106 = -7276525.428502
  nChanged 735
		SP:Iteration 38Q (98277.320000 sec): 3 clusters
  Score: Raw -7282171.994601 + Penalty 5369.508106 = -7276802.486495
  nChanged 672
		SP:Iteration 39Q (98277.810000 sec): 3 clusters
  Score: Raw -7282433.073904 + Penalty 5369.508106 = -7277063.565798
  nChanged 604
		SP:Iteration 40F (98278.300000 sec): 3 clusters
  Score: Raw -7282703.366783 + Penalty 5369.508106 = -7277333.858677
  nChanged 584
		SP:Iteration 41Q (98278.870000 sec): 3 clusters
  Score: Raw -7282964.088885 + Penalty 5369.508106 = -7277594.580779
  nChanged 490
		SP:Iteration 42Q (98279.410000 sec): 3 clusters
  Score: Raw -7283195.387606 + Penalty 5369.508106 = -7277825.879500
  nChanged 437
		SP:Iteration 43Q (98279.940000 sec): 3 clusters
  Score: Raw -7283420.105786 + Penalty 5369.508106 = -7278050.597680
  nChanged 428
		SP:Iteration 44Q (98280.540000 sec): 3 clusters
  Score: Raw -7283649.157796 + Penalty 5369.508106 = -7278279.649690
  nChanged 368
		SP:Iteration 45Q (98281.030000 sec): 3 clusters
  Score: Raw -7283845.964318 + Penalty 5369.508106 = -7278476.456212
  nChanged 337
		SP:Iteration 46Q (98281.610000 sec): 3 clusters
  Score: Raw -7284020.826259 + Penalty 5369.508106 = -7278651.318153
  nChanged 291
		SP:Iteration 47Q (98282.120000 sec): 3 clusters
  Score: Raw -7284202.769798 + Penalty 5369.508106 = -7278833.261692
  nChanged 284
		SP:Iteration 48Q (98282.660000 sec): 3 clusters
  Score: Raw -7284385.908278 + Penalty 5369.508106 = -7279016.400172
  nChanged 286
		SP:Iteration 49Q (98283.230000 sec): 3 clusters
  Score: Raw -7284571.524683 + Penalty 5369.508106 = -7279202.016577
  nChanged 264
		SP:Iteration 50Q (98283.780000 sec): 3 clusters
  Score: Raw -7284769.255152 + Penalty 5369.508106 = -7279399.747046
  nChanged 289
		SP:Iteration 51Q (98284.330000 sec): 3 clusters
  Score: Raw -7284971.988160 + Penalty 5369.508106 = -7279602.480054
  nChanged 258
		SP:Iteration 52Q (98284.920000 sec): 3 clusters
  Score: Raw -7285170.304468 + Penalty 5369.508106 = -7279800.796362
  nChanged 258
		SP:Iteration 53Q (98285.380000 sec): 3 clusters
  Score: Raw -7285320.094149 + Penalty 5369.508106 = -7279950.586043
  nChanged 200
		SP:Iteration 54Q (98285.930000 sec): 3 clusters
  Score: Raw -7285423.104334 + Penalty 5369.508106 = -7280053.596228
  nChanged 155
		SP:Iteration 55Q (98286.460000 sec): 3 clusters
  Score: Raw -7285507.759755 + Penalty 5369.508106 = -7280138.251649
  nChanged 153
		SP:Iteration 56Q (98287.000000 sec): 3 clusters
  Score: Raw -7285601.105879 + Penalty 5369.508106 = -7280231.597773
  nChanged 142
		SP:Iteration 57Q (98287.500000 sec): 3 clusters
  Score: Raw -7285684.644812 + Penalty 5369.508106 = -7280315.136706
  nChanged 142
		SP:Iteration 58Q (98288.030000 sec): 3 clusters
  Score: Raw -7285781.777878 + Penalty 5369.508106 = -7280412.269772
  nChanged 164
		SP:Iteration 59Q (98288.550000 sec): 3 clusters
  Score: Raw -7285903.910856 + Penalty 5369.508106 = -7280534.402750
  nChanged 172
		SP:Iteration 60F (98289.130000 sec): 3 clusters
  Score: Raw -7286074.732606 + Penalty 5369.508106 = -7280705.224500
  nChanged 213
		SP:Iteration 61Q (98289.640000 sec): 3 clusters
  Score: Raw -7286256.826528 + Penalty 5369.508106 = -7280887.318422
  nChanged 228
		SP:Iteration 62Q (98290.150000 sec): 3 clusters
  Score: Raw -7286425.072182 + Penalty 5369.508106 = -7281055.564076
  nChanged 229
		SP:Iteration 63Q (98290.640000 sec): 3 clusters
  Score: Raw -7286632.510685 + Penalty 5369.508106 = -7281263.002579
  nChanged 272
		SP:Iteration 64Q (98291.150000 sec): 3 clusters
  Score: Raw -7286839.838893 + Penalty 5369.508106 = -7281470.330787
  nChanged 273
		SP:Iteration 65Q (98291.770000 sec): 3 clusters
  Score: Raw -7287017.748673 + Penalty 5369.508106 = -7281648.240567
  nChanged 252
		SP:Iteration 66Q (98292.320000 sec): 3 clusters
  Score: Raw -7287167.655844 + Penalty 5369.508106 = -7281798.147738
  nChanged 209
		SP:Iteration 67Q (98292.830000 sec): 3 clusters
  Score: Raw -7287263.166615 + Penalty 5369.508106 = -7281893.658509
  nChanged 168
		SP:Iteration 68Q (98293.430000 sec): 3 clusters
  Score: Raw -7287322.583874 + Penalty 5369.508106 = -7281953.075768
  nChanged 155
		SP:Iteration 69Q (98293.940000 sec): 3 clusters
  Score: Raw -7287369.072949 + Penalty 5369.508106 = -7281999.564843
  nChanged 105
		SP:Iteration 70Q (98294.450000 sec): 3 clusters
  Score: Raw -7287394.935046 + Penalty 5369.508106 = -7282025.426940
  nChanged 88
		SP:Iteration 71Q (98294.950000 sec): 3 clusters
  Score: Raw -7287417.515539 + Penalty 5369.508106 = -7282048.007433
  nChanged 62
		SP:Iteration 72Q (98295.430000 sec): 3 clusters
  Score: Raw -7287429.157893 + Penalty 5369.508106 = -7282059.649787
  nChanged 42
		SP:Iteration 73Q (98295.990000 sec): 3 clusters
  Score: Raw -7287436.098767 + Penalty 5369.508106 = -7282066.590661
  nChanged 36
		SP:Iteration 74Q (98296.420000 sec): 3 clusters
  Score: Raw -7287440.623592 + Penalty 5369.508106 = -7282071.115486
  nChanged 26
		SP:Iteration 75Q (98296.900000 sec): 3 clusters
  Score: Raw -7287445.342035 + Penalty 5369.508106 = -7282075.833929
  nChanged 28
		SP:Iteration 76Q (98297.380000 sec): 3 clusters
  Score: Raw -7287450.013393 + Penalty 5369.508106 = -7282080.505287
  nChanged 29
		SP:Iteration 77Q (98297.870000 sec): 3 clusters
  Score: Raw -7287453.849079 + Penalty 5369.508106 = -7282084.340973
  nChanged 20
		SP:Iteration 78Q (98298.420000 sec): 3 clusters
  Score: Raw -7287456.067978 + Penalty 5369.508106 = -7282086.559872
  nChanged 18
		SP:Iteration 79Q (98298.850000 sec): 3 clusters
  Score: Raw -7287457.995925 + Penalty 5369.508106 = -7282088.487819
  nChanged 10
		SP:Iteration 80F (98299.370000 sec): 3 clusters
  Score: Raw -7287475.330227 + Penalty 5369.508106 = -7282105.822121
  nChanged 26
		SP:Iteration 81Q (98299.860000 sec): 3 clusters
  Score: Raw -7287480.470480 + Penalty 5369.508106 = -7282110.962374
  nChanged 19
		SP:Iteration 82Q (98300.470000 sec): 3 clusters
  Score: Raw -7287483.339725 + Penalty 5369.508106 = -7282113.831619
  nChanged 23
		SP:Iteration 83Q (98300.960000 sec): 3 clusters
  Score: Raw -7287486.748889 + Penalty 5369.508106 = -7282117.240783
  nChanged 18
		SP:Iteration 84Q (98301.490000 sec): 3 clusters
  Score: Raw -7287488.861661 + Penalty 5369.508106 = -7282119.353555
  nChanged 16
		SP:Iteration 85Q (98302.030000 sec): 3 clusters
  Score: Raw -7287490.502289 + Penalty 5369.508106 = -7282120.994183
  nChanged 7
		SP:Iteration 86Q (98302.510000 sec): 3 clusters
  Score: Raw -7287491.089181 + Penalty 5369.508106 = -7282121.581075
  nChanged 10
		SP:Iteration 87Q (98303.010000 sec): 3 clusters
  Score: Raw -7287492.170630 + Penalty 5369.508106 = -7282122.662524
  nChanged 11
		SP:Iteration 88Q (98303.530000 sec): 3 clusters
  Score: Raw -7287492.895542 + Penalty 5369.508106 = -7282123.387436
  nChanged 5
		SP:Iteration 89Q (98303.970000 sec): 3 clusters
  Score: Raw -7287493.358758 + Penalty 5369.508106 = -7282123.850652
  nChanged 3
		SP:Iteration 90Q (98304.510000 sec): 3 clusters
  Score: Raw -7287493.813238 + Penalty 5369.508106 = -7282124.305132
  nChanged 6
		SP:Iteration 91Q (98305.040000 sec): 3 clusters
  Score: Raw -7287494.482270 + Penalty 5369.508106 = -7282124.974164
  nChanged 6
		SP:Iteration 92Q (98305.570000 sec): 3 clusters
  Score: Raw -7287494.884869 + Penalty 5369.508106 = -7282125.376763
  nChanged 4
		SP:Iteration 93Q (98306.110000 sec): 3 clusters
  Score: Raw -7287495.203742 + Penalty 5369.508106 = -7282125.695636
  nChanged 2
		SP:Iteration 94Q (98306.590000 sec): 3 clusters
  Score: Raw -7287495.566730 + Penalty 5369.508106 = -7282126.058624
  nChanged 3
		SP:Iteration 95Q (98307.130000 sec): 3 clusters
  Score: Raw -7287495.869289 + Penalty 5369.508106 = -7282126.361183
  nChanged 1
		SP:Iteration 96Q (98307.650000 sec): 3 clusters
  Score: Raw -7287495.957811 + Penalty 5369.508106 = -7282126.449705
  nChanged 1
		SP:Iteration 97Q (98308.130000 sec): 3 clusters
  Score: Raw -7287495.997537 + Penalty 5369.508106 = -7282126.489431
  nChanged 1
		SP:Iteration 98Q (98308.660000 sec): 3 clusters
  Score: Raw -7287496.052864 + Penalty 5369.508106 = -7282126.544758
  nChanged 0
		SP:Iteration 99F (98309.180000 sec): 3 clusters
  Score: Raw -7287496.052864 + Penalty 5369.508106 = -7282126.544758
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (323990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98312.200000 sec): 2 clusters
  Score: Raw -51578337.025985 + Penalty 3146.740047 = -51575190.285938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98315.040000 sec): 3 clusters
  Score: Raw -51363167.177989 + Penalty 6293.480093 = -51356873.697895
  nChanged 157308
		SP:Iteration 1F (98317.850000 sec): 3 clusters
  Score: Raw -51459760.744626 + Penalty 6293.480093 = -51453467.264533
  nChanged 13346
		SP:Iteration 2Q (98320.770000 sec): 3 clusters
  Score: Raw -51466291.887692 + Penalty 6293.480093 = -51459998.407599
  nChanged 17696
		SP:Iteration 3F (98322.840000 sec): 3 clusters
  Score: Raw -51477935.155918 + Penalty 6293.480093 = -51471641.675825
  nChanged 21779
		SP:Iteration 4F (98325.410000 sec): 3 clusters
  Score: Raw -51494552.295486 + Penalty 6293.480093 = -51488258.815393
  nChanged 24027
		SP:Iteration 5F (98327.700000 sec): 3 clusters
  Score: Raw -51511927.543759 + Penalty 6293.480093 = -51505634.063666
  nChanged 22339
		SP:Iteration 6F (98329.970000 sec): 3 clusters
  Score: Raw -51524976.876629 + Penalty 6293.480093 = -51518683.396535
  nChanged 17816
		SP:Iteration 7F (98332.370000 sec): 3 clusters
  Score: Raw -51532903.895892 + Penalty 6293.480093 = -51526610.415798
  nChanged 13279
		SP:Iteration 8Q (98334.980000 sec): 3 clusters
  Score: Raw -51537551.821399 + Penalty 6293.480093 = -51531258.341306
  nChanged 10120
		SP:Iteration 9Q (98337.630000 sec): 3 clusters
  Score: Raw -51540620.247679 + Penalty 6293.480093 = -51534326.767585
  nChanged 8513
		SP:Iteration 10Q (98340.380000 sec): 3 clusters
  Score: Raw -51543126.240110 + Penalty 6293.480093 = -51536832.760016
  nChanged 8382
		SP:Iteration 11Q (98342.870000 sec): 3 clusters
  Score: Raw -51545677.051504 + Penalty 6293.480093 = -51539383.571411
  nChanged 8956
		SP:Iteration 12Q (98345.600000 sec): 3 clusters
  Score: Raw -51548566.119117 + Penalty 6293.480093 = -51542272.639024
  nChanged 9653
		SP:Iteration 13Q (98348.150000 sec): 3 clusters
  Score: Raw -51552006.605893 + Penalty 6293.480093 = -51545713.125799
  nChanged 10233
		SP:Iteration 14Q (98350.790000 sec): 3 clusters
  Score: Raw -51556279.792835 + Penalty 6293.480093 = -51549986.312742
  nChanged 10637
		SP:Iteration 15Q (98353.370000 sec): 3 clusters
  Score: Raw -51561516.597492 + Penalty 6293.480093 = -51555223.117399
  nChanged 10083
		SP:Iteration 16Q (98355.980000 sec): 3 clusters
  Score: Raw -51567197.626770 + Penalty 6293.480093 = -51560904.146677
  nChanged 8594
		SP:Iteration 17Q (98358.530000 sec): 3 clusters
  Score: Raw -51572350.827752 + Penalty 6293.480093 = -51566057.347659
  nChanged 6828
		SP:Iteration 18Q (98361.050000 sec): 3 clusters
  Score: Raw -51576271.300757 + Penalty 6293.480093 = -51569977.820663
  nChanged 5047
		SP:Iteration 19Q (98363.600000 sec): 3 clusters
  Score: Raw -51578865.173556 + Penalty 6293.480093 = -51572571.693463
  nChanged 3662
		SP:Iteration 20F (98366.040000 sec): 3 clusters
  Score: Raw -51580475.203568 + Penalty 6293.480093 = -51574181.723474
  nChanged 2671
		SP:Iteration 21Q (98368.620000 sec): 3 clusters
  Score: Raw -51581464.713251 + Penalty 6293.480093 = -51575171.233158
  nChanged 1971
		SP:Iteration 22Q (98370.950000 sec): 3 clusters
  Score: Raw -51582078.046976 + Penalty 6293.480093 = -51575784.566883
  nChanged 1530
		SP:Iteration 23Q (98373.280000 sec): 3 clusters
  Score: Raw -51582489.121823 + Penalty 6293.480093 = -51576195.641730
  nChanged 1293
		SP:Iteration 24Q (98375.520000 sec): 3 clusters
  Score: Raw -51582800.057946 + Penalty 6293.480093 = -51576506.577853
  nChanged 1057
		SP:Iteration 25Q (98377.850000 sec): 3 clusters
  Score: Raw -51583030.121904 + Penalty 6293.480093 = -51576736.641811
  nChanged 918
		SP:Iteration 26Q (98379.970000 sec): 3 clusters
  Score: Raw -51583204.868694 + Penalty 6293.480093 = -51576911.388601
  nChanged 765
		SP:Iteration 27Q (98382.060000 sec): 3 clusters
  Score: Raw -51583336.702139 + Penalty 6293.480093 = -51577043.222046
  nChanged 654
		SP:Iteration 28Q (98384.230000 sec): 3 clusters
  Score: Raw -51583434.857367 + Penalty 6293.480093 = -51577141.377273
  nChanged 571
		SP:Iteration 29Q (98386.520000 sec): 3 clusters
  Score: Raw -51583515.241068 + Penalty 6293.480093 = -51577221.760974
  nChanged 504
		SP:Iteration 30Q (98388.830000 sec): 3 clusters
  Score: Raw -51583576.687514 + Penalty 6293.480093 = -51577283.207421
  nChanged 439
		SP:Iteration 31Q (98391.090000 sec): 3 clusters
  Score: Raw -51583632.529941 + Penalty 6293.480093 = -51577339.049848
  nChanged 429
		SP:Iteration 32Q (98393.440000 sec): 3 clusters
  Score: Raw -51583688.361513 + Penalty 6293.480093 = -51577394.881419
  nChanged 404
		SP:Iteration 33Q (98396.480000 sec): 3 clusters
  Score: Raw -51583741.130417 + Penalty 6293.480093 = -51577447.650324
  nChanged 380
		SP:Iteration 34Q (98399.210000 sec): 3 clusters
  Score: Raw -51583785.533312 + Penalty 6293.480093 = -51577492.053218
  nChanged 340
		SP:Iteration 35Q (98401.980000 sec): 3 clusters
  Score: Raw -51583822.990055 + Penalty 6293.480093 = -51577529.509961
  nChanged 315
		SP:Iteration 36Q (98404.820000 sec): 3 clusters
  Score: Raw -51583857.246886 + Penalty 6293.480093 = -51577563.766792
  nChanged 293
		SP:Iteration 37Q (98407.630000 sec): 3 clusters
  Score: Raw -51583888.502027 + Penalty 6293.480093 = -51577595.021934
  nChanged 240
		SP:Iteration 38Q (98410.120000 sec): 3 clusters
  Score: Raw -51583910.883218 + Penalty 6293.480093 = -51577617.403125
  nChanged 231
		SP:Iteration 39Q (98412.420000 sec): 3 clusters
  Score: Raw -51583930.931408 + Penalty 6293.480093 = -51577637.451314
  nChanged 205
		SP:Iteration 40F (98414.820000 sec): 3 clusters
  Score: Raw -51583945.931127 + Penalty 6293.480093 = -51577652.451034
  nChanged 168
		SP:Iteration 41Q (98417.140000 sec): 3 clusters
  Score: Raw -51583957.852372 + Penalty 6293.480093 = -51577664.372278
  nChanged 151
		SP:Iteration 42Q (98419.690000 sec): 3 clusters
  Score: Raw -51583967.734714 + Penalty 6293.480093 = -51577674.254620
  nChanged 145
		SP:Iteration 43Q (98421.980000 sec): 3 clusters
  Score: Raw -51583977.313732 + Penalty 6293.480093 = -51577683.833639
  nChanged 123
		SP:Iteration 44Q (98424.290000 sec): 3 clusters
  Score: Raw -51583984.725293 + Penalty 6293.480093 = -51577691.245200
  nChanged 116
		SP:Iteration 45Q (98426.590000 sec): 3 clusters
  Score: Raw -51583991.766659 + Penalty 6293.480093 = -51577698.286565
  nChanged 103
		SP:Iteration 46Q (98428.620000 sec): 3 clusters
  Score: Raw -51583997.027007 + Penalty 6293.480093 = -51577703.546913
  nChanged 85
		SP:Iteration 47Q (98430.790000 sec): 3 clusters
  Score: Raw -51584001.140300 + Penalty 6293.480093 = -51577707.660207
  nChanged 85
		SP:Iteration 48Q (98433.050000 sec): 3 clusters
  Score: Raw -51584005.348322 + Penalty 6293.480093 = -51577711.868229
  nChanged 71
		SP:Iteration 49Q (98435.430000 sec): 3 clusters
  Score: Raw -51584008.075512 + Penalty 6293.480093 = -51577714.595419
  nChanged 50
		SP:Iteration 50Q (98437.650000 sec): 3 clusters
  Score: Raw -51584010.352560 + Penalty 6293.480093 = -51577716.872466
  nChanged 46
		SP:Iteration 51Q (98440.000000 sec): 3 clusters
  Score: Raw -51584012.096785 + Penalty 6293.480093 = -51577718.616692
  nChanged 29
		SP:Iteration 52Q (98442.260000 sec): 3 clusters
  Score: Raw -51584013.208549 + Penalty 6293.480093 = -51577719.728456
  nChanged 25
		SP:Iteration 53Q (98444.510000 sec): 3 clusters
  Score: Raw -51584014.022036 + Penalty 6293.480093 = -51577720.541943
  nChanged 23
		SP:Iteration 54Q (98446.860000 sec): 3 clusters
  Score: Raw -51584014.771786 + Penalty 6293.480093 = -51577721.291693
  nChanged 22
		SP:Iteration 55Q (98449.090000 sec): 3 clusters
  Score: Raw -51584015.405400 + Penalty 6293.480093 = -51577721.925307
  nChanged 23
		SP:Iteration 56Q (98451.300000 sec): 3 clusters
  Score: Raw -51584016.146523 + Penalty 6293.480093 = -51577722.666430
  nChanged 15
		SP:Iteration 57Q (98453.520000 sec): 3 clusters
  Score: Raw -51584016.543924 + Penalty 6293.480093 = -51577723.063831
  nChanged 11
		SP:Iteration 58Q (98455.930000 sec): 3 clusters
  Score: Raw -51584016.809775 + Penalty 6293.480093 = -51577723.329682
  nChanged 10
		SP:Iteration 59Q (98458.440000 sec): 3 clusters
  Score: Raw -51584017.048637 + Penalty 6293.480093 = -51577723.568543
  nChanged 11
		SP:Iteration 60F (98461.080000 sec): 3 clusters
  Score: Raw -51584017.290430 + Penalty 6293.480093 = -51577723.810337
  nChanged 11
		SP:Iteration 61Q (98463.370000 sec): 3 clusters
  Score: Raw -51584017.590931 + Penalty 6293.480093 = -51577724.110838
  nChanged 15
		SP:Iteration 62Q (98465.880000 sec): 3 clusters
  Score: Raw -51584018.094209 + Penalty 6293.480093 = -51577724.614115
  nChanged 21
		SP:Iteration 63Q (98468.150000 sec): 3 clusters
  Score: Raw -51584018.892195 + Penalty 6293.480093 = -51577725.412101
  nChanged 21
		SP:Iteration 64Q (98470.610000 sec): 3 clusters
  Score: Raw -51584019.557872 + Penalty 6293.480093 = -51577726.077779
  nChanged 16
		SP:Iteration 65Q (98473.010000 sec): 3 clusters
  Score: Raw -51584020.125147 + Penalty 6293.480093 = -51577726.645054
  nChanged 19
		SP:Iteration 66Q (98475.330000 sec): 3 clusters
  Score: Raw -51584020.755562 + Penalty 6293.480093 = -51577727.275469
  nChanged 20
		SP:Iteration 67Q (98477.920000 sec): 3 clusters
  Score: Raw -51584021.426381 + Penalty 6293.480093 = -51577727.946288
  nChanged 11
		SP:Iteration 68Q (98480.110000 sec): 3 clusters
  Score: Raw -51584021.869955 + Penalty 6293.480093 = -51577728.389862
  nChanged 16
		SP:Iteration 69Q (98483.070000 sec): 3 clusters
  Score: Raw -51584022.525359 + Penalty 6293.480093 = -51577729.045265
  nChanged 14
		SP:Iteration 70Q (98485.840000 sec): 3 clusters
  Score: Raw -51584022.988408 + Penalty 6293.480093 = -51577729.508315
  nChanged 10
		SP:Iteration 71Q (98488.620000 sec): 3 clusters
  Score: Raw -51584023.279817 + Penalty 6293.480093 = -51577729.799723
  nChanged 10
		SP:Iteration 72Q (98491.370000 sec): 3 clusters
  Score: Raw -51584023.519339 + Penalty 6293.480093 = -51577730.039246
  nChanged 8
		SP:Iteration 73Q (98494.040000 sec): 3 clusters
  Score: Raw -51584023.739658 + Penalty 6293.480093 = -51577730.259565
  nChanged 5
		SP:Iteration 74Q (98496.370000 sec): 3 clusters
  Score: Raw -51584023.888519 + Penalty 6293.480093 = -51577730.408425
  nChanged 4
		SP:Iteration 75Q (98498.620000 sec): 3 clusters
  Score: Raw -51584024.024687 + Penalty 6293.480093 = -51577730.544593
  nChanged 5
		SP:Iteration 76Q (98500.920000 sec): 3 clusters
  Score: Raw -51584024.122156 + Penalty 6293.480093 = -51577730.642063
  nChanged 3
		SP:Iteration 77Q (98503.170000 sec): 3 clusters
  Score: Raw -51584024.175540 + Penalty 6293.480093 = -51577730.695447
  nChanged 3
		SP:Iteration 78Q (98505.560000 sec): 3 clusters
  Score: Raw -51584024.241789 + Penalty 6293.480093 = -51577730.761696
  nChanged 1
		SP:Iteration 79Q (98507.970000 sec): 3 clusters
  Score: Raw -51584024.264923 + Penalty 6293.480093 = -51577730.784830
  nChanged 1
		SP:Iteration 80F (98510.530000 sec): 3 clusters
  Score: Raw -51584024.285234 + Penalty 6293.480093 = -51577730.805141
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (69364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98511.270000 sec): 2 clusters
  Score: Raw -10918191.379286 + Penalty 2764.486573 = -10915426.892713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98512.020000 sec): 3 clusters
  Score: Raw -10874595.582417 + Penalty 5528.973147 = -10869066.609271
  nChanged 32324
		SP:Iteration 1F (98512.750000 sec): 3 clusters
  Score: Raw -10893086.845616 + Penalty 5528.973147 = -10887557.872469
  nChanged 3105
		SP:Iteration 2Q (98513.510000 sec): 3 clusters
  Score: Raw -10894321.865215 + Penalty 5528.973147 = -10888792.892068
  nChanged 3490
		SP:Iteration 3F (98514.330000 sec): 3 clusters
  Score: Raw -10896090.401556 + Penalty 5528.973147 = -10890561.428409
  nChanged 4051
		SP:Iteration 4F (98515.070000 sec): 3 clusters
  Score: Raw -10898647.902973 + Penalty 5528.973147 = -10893118.929826
  nChanged 4802
		SP:Iteration 5F (98515.740000 sec): 3 clusters
  Score: Raw -10902045.742091 + Penalty 5528.973147 = -10896516.768944
  nChanged 5350
		SP:Iteration 6F (98516.450000 sec): 3 clusters
  Score: Raw -10905942.116889 + Penalty 5528.973147 = -10900413.143742
  nChanged 5180
		SP:Iteration 7F (98517.260000 sec): 3 clusters
  Score: Raw -10909866.195630 + Penalty 5528.973147 = -10904337.222483
  nChanged 4713
		SP:Iteration 8F (98517.980000 sec): 3 clusters
  Score: Raw -10913329.957765 + Penalty 5528.973147 = -10907800.984618
  nChanged 3927
		SP:Iteration 9F (98518.720000 sec): 3 clusters
  Score: Raw -10915931.060615 + Penalty 5528.973147 = -10910402.087469
  nChanged 3075
		SP:Iteration 10Q (98519.450000 sec): 3 clusters
  Score: Raw -10917782.557736 + Penalty 5528.973147 = -10912253.584589
  nChanged 2301
		SP:Iteration 11Q (98520.100000 sec): 3 clusters
  Score: Raw -10919206.666925 + Penalty 5528.973147 = -10913677.693778
  nChanged 1768
		SP:Iteration 12Q (98520.830000 sec): 3 clusters
  Score: Raw -10920353.578485 + Penalty 5528.973147 = -10914824.605338
  nChanged 1486
		SP:Iteration 13Q (98521.610000 sec): 3 clusters
  Score: Raw -10921393.668216 + Penalty 5528.973147 = -10915864.695069
  nChanged 1230
		SP:Iteration 14Q (98522.270000 sec): 3 clusters
  Score: Raw -10922281.554792 + Penalty 5528.973147 = -10916752.581646
  nChanged 1019
		SP:Iteration 15Q (98522.960000 sec): 3 clusters
  Score: Raw -10922985.282445 + Penalty 5528.973147 = -10917456.309298
  nChanged 827
		SP:Iteration 16Q (98523.630000 sec): 3 clusters
  Score: Raw -10923457.511076 + Penalty 5528.973147 = -10917928.537929
  nChanged 610
		SP:Iteration 17Q (98524.310000 sec): 3 clusters
  Score: Raw -10923773.046265 + Penalty 5528.973147 = -10918244.073119
  nChanged 497
		SP:Iteration 18Q (98524.940000 sec): 3 clusters
  Score: Raw -10923976.997198 + Penalty 5528.973147 = -10918448.024051
  nChanged 379
		SP:Iteration 19Q (98525.540000 sec): 3 clusters
  Score: Raw -10924103.873299 + Penalty 5528.973147 = -10918574.900152
  nChanged 279
		SP:Iteration 20F (98526.200000 sec): 3 clusters
  Score: Raw -10924202.503251 + Penalty 5528.973147 = -10918673.530104
  nChanged 250
		SP:Iteration 21Q (98526.780000 sec): 3 clusters
  Score: Raw -10924294.648329 + Penalty 5528.973147 = -10918765.675182
  nChanged 230
		SP:Iteration 22Q (98527.400000 sec): 3 clusters
  Score: Raw -10924355.129634 + Penalty 5528.973147 = -10918826.156487
  nChanged 187
		SP:Iteration 23Q (98528.000000 sec): 3 clusters
  Score: Raw -10924401.663578 + Penalty 5528.973147 = -10918872.690431
  nChanged 135
		SP:Iteration 24Q (98528.640000 sec): 3 clusters
  Score: Raw -10924432.428077 + Penalty 5528.973147 = -10918903.454930
  nChanged 101
		SP:Iteration 25Q (98529.250000 sec): 3 clusters
  Score: Raw -10924455.207380 + Penalty 5528.973147 = -10918926.234233
  nChanged 91
		SP:Iteration 26Q (98530.000000 sec): 3 clusters
  Score: Raw -10924473.776473 + Penalty 5528.973147 = -10918944.803327
  nChanged 95
		SP:Iteration 27Q (98530.680000 sec): 3 clusters
  Score: Raw -10924493.423587 + Penalty 5528.973147 = -10918964.450440
  nChanged 103
		SP:Iteration 28Q (98531.370000 sec): 3 clusters
  Score: Raw -10924523.168734 + Penalty 5528.973147 = -10918994.195587
  nChanged 120
		SP:Iteration 29Q (98531.990000 sec): 3 clusters
  Score: Raw -10924555.713329 + Penalty 5528.973147 = -10919026.740183
  nChanged 122
		SP:Iteration 30Q (98532.620000 sec): 3 clusters
  Score: Raw -10924595.849161 + Penalty 5528.973147 = -10919066.876014
  nChanged 129
		SP:Iteration 31Q (98533.260000 sec): 3 clusters
  Score: Raw -10924632.698703 + Penalty 5528.973147 = -10919103.725557
  nChanged 115
		SP:Iteration 32Q (98533.940000 sec): 3 clusters
  Score: Raw -10924671.745265 + Penalty 5528.973147 = -10919142.772119
  nChanged 135
		SP:Iteration 33Q (98534.620000 sec): 3 clusters
  Score: Raw -10924722.075125 + Penalty 5528.973147 = -10919193.101978
  nChanged 158
		SP:Iteration 34Q (98535.260000 sec): 3 clusters
  Score: Raw -10924768.890583 + Penalty 5528.973147 = -10919239.917436
  nChanged 120
		SP:Iteration 35Q (98535.940000 sec): 3 clusters
  Score: Raw -10924803.624140 + Penalty 5528.973147 = -10919274.650993
  nChanged 111
		SP:Iteration 36Q (98536.530000 sec): 3 clusters
  Score: Raw -10924831.345166 + Penalty 5528.973147 = -10919302.372019
  nChanged 101
		SP:Iteration 37Q (98537.260000 sec): 3 clusters
  Score: Raw -10924855.593134 + Penalty 5528.973147 = -10919326.619987
  nChanged 96
		SP:Iteration 38Q (98537.890000 sec): 3 clusters
  Score: Raw -10924876.382502 + Penalty 5528.973147 = -10919347.409356
  nChanged 98
		SP:Iteration 39Q (98538.510000 sec): 3 clusters
  Score: Raw -10924892.991861 + Penalty 5528.973147 = -10919364.018715
  nChanged 57
		SP:Iteration 40F (98539.190000 sec): 3 clusters
  Score: Raw -10924901.961429 + Penalty 5528.973147 = -10919372.988282
  nChanged 61
		SP:Iteration 41Q (98539.910000 sec): 3 clusters
  Score: Raw -10924911.348728 + Penalty 5528.973147 = -10919382.375581
  nChanged 63
		SP:Iteration 42Q (98540.560000 sec): 3 clusters
  Score: Raw -10924919.314871 + Penalty 5528.973147 = -10919390.341724
  nChanged 48
		SP:Iteration 43Q (98541.260000 sec): 3 clusters
  Score: Raw -10924923.017556 + Penalty 5528.973147 = -10919394.044409
  nChanged 29
		SP:Iteration 44Q (98541.960000 sec): 3 clusters
  Score: Raw -10924925.098510 + Penalty 5528.973147 = -10919396.125364
  nChanged 24
		SP:Iteration 45Q (98542.560000 sec): 3 clusters
  Score: Raw -10924926.331601 + Penalty 5528.973147 = -10919397.358454
  nChanged 17
		SP:Iteration 46Q (98543.250000 sec): 3 clusters
  Score: Raw -10924927.040901 + Penalty 5528.973147 = -10919398.067754
  nChanged 15
		SP:Iteration 47Q (98543.930000 sec): 3 clusters
  Score: Raw -10924927.586698 + Penalty 5528.973147 = -10919398.613551
  nChanged 12
		SP:Iteration 48Q (98544.600000 sec): 3 clusters
  Score: Raw -10924928.090213 + Penalty 5528.973147 = -10919399.117066
  nChanged 10
		SP:Iteration 49Q (98545.260000 sec): 3 clusters
  Score: Raw -10924928.348736 + Penalty 5528.973147 = -10919399.375589
  nChanged 7
		SP:Iteration 50Q (98545.860000 sec): 3 clusters
  Score: Raw -10924928.632936 + Penalty 5528.973147 = -10919399.659790
  nChanged 5
		SP:Iteration 51Q (98546.520000 sec): 3 clusters
  Score: Raw -10924928.817996 + Penalty 5528.973147 = -10919399.844850
  nChanged 2
		SP:Iteration 52Q (98547.180000 sec): 3 clusters
  Score: Raw -10924928.889047 + Penalty 5528.973147 = -10919399.915900
  nChanged 5
		SP:Iteration 53Q (98547.850000 sec): 3 clusters
  Score: Raw -10924929.055647 + Penalty 5528.973147 = -10919400.082500
  nChanged 3
		SP:Iteration 54Q (98548.460000 sec): 3 clusters
  Score: Raw -10924929.133441 + Penalty 5528.973147 = -10919400.160294
  nChanged 3
		SP:Iteration 55Q (98549.070000 sec): 3 clusters
  Score: Raw -10924929.223059 + Penalty 5528.973147 = -10919400.249912
  nChanged 2
		SP:Iteration 56Q (98549.690000 sec): 3 clusters
  Score: Raw -10924929.274533 + Penalty 5528.973147 = -10919400.301387
  nChanged 3
		SP:Iteration 57Q (98550.290000 sec): 3 clusters
  Score: Raw -10924929.393447 + Penalty 5528.973147 = -10919400.420300
  nChanged 5
		SP:Iteration 58Q (98550.960000 sec): 3 clusters
  Score: Raw -10924929.573341 + Penalty 5528.973147 = -10919400.600194
  nChanged 4
		SP:Iteration 59Q (98551.640000 sec): 3 clusters
  Score: Raw -10924929.690999 + Penalty 5528.973147 = -10919400.717852
  nChanged 1
		SP:Iteration 60F (98552.360000 sec): 3 clusters
  Score: Raw -10924929.740888 + Penalty 5528.973147 = -10919400.767741
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (115844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98553.110000 sec): 2 clusters
  Score: Raw -18574845.328052 + Penalty 2891.679935 = -18571953.648117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98554.070000 sec): 3 clusters
  Score: Raw -18499971.283138 + Penalty 5783.359870 = -18494187.923269
  nChanged 55188
		SP:Iteration 1F (98555.100000 sec): 3 clusters
  Score: Raw -18533175.772291 + Penalty 5783.359870 = -18527392.412421
  nChanged 5805
		SP:Iteration 2F (98556.090000 sec): 3 clusters
  Score: Raw -18536238.751861 + Penalty 5783.359870 = -18530455.391991
  nChanged 6832
		SP:Iteration 3F (98557.170000 sec): 3 clusters
  Score: Raw -18540519.865781 + Penalty 5783.359870 = -18534736.505911
  nChanged 7546
		SP:Iteration 4F (98558.150000 sec): 3 clusters
  Score: Raw -18545088.631995 + Penalty 5783.359870 = -18539305.272125
  nChanged 7600
		SP:Iteration 5F (98559.090000 sec): 3 clusters
  Score: Raw -18549492.304224 + Penalty 5783.359870 = -18543708.944354
  nChanged 7056
		SP:Iteration 6F (98560.100000 sec): 3 clusters
  Score: Raw -18553537.835832 + Penalty 5783.359870 = -18547754.475962
  nChanged 6175
		SP:Iteration 7F (98561.010000 sec): 3 clusters
  Score: Raw -18557197.200376 + Penalty 5783.359870 = -18551413.840507
  nChanged 5225
		SP:Iteration 8Q (98562.010000 sec): 3 clusters
  Score: Raw -18560593.589793 + Penalty 5783.359870 = -18554810.229924
  nChanged 4475
		SP:Iteration 9Q (98563.020000 sec): 3 clusters
  Score: Raw -18563650.691748 + Penalty 5783.359870 = -18557867.331879
  nChanged 3713
		SP:Iteration 10Q (98564.020000 sec): 3 clusters
  Score: Raw -18566090.581841 + Penalty 5783.359870 = -18560307.221971
  nChanged 2965
		SP:Iteration 11Q (98565.020000 sec): 3 clusters
  Score: Raw -18567891.113317 + Penalty 5783.359870 = -18562107.753448
  nChanged 2387
		SP:Iteration 12Q (98566.050000 sec): 3 clusters
  Score: Raw -18569210.015243 + Penalty 5783.359870 = -18563426.655373
  nChanged 1993
		SP:Iteration 13Q (98567.070000 sec): 3 clusters
  Score: Raw -18570275.914375 + Penalty 5783.359870 = -18564492.554505
  nChanged 1795
		SP:Iteration 14Q (98568.050000 sec): 3 clusters
  Score: Raw -18571212.262118 + Penalty 5783.359870 = -18565428.902248
  nChanged 1545
		SP:Iteration 15Q (98569.080000 sec): 3 clusters
  Score: Raw -18572053.853306 + Penalty 5783.359870 = -18566270.493436
  nChanged 1385
		SP:Iteration 16Q (98570.020000 sec): 3 clusters
  Score: Raw -18572848.165125 + Penalty 5783.359870 = -18567064.805256
  nChanged 1306
		SP:Iteration 17Q (98571.100000 sec): 3 clusters
  Score: Raw -18573680.292477 + Penalty 5783.359870 = -18567896.932607
  nChanged 1171
		SP:Iteration 18Q (98572.020000 sec): 3 clusters
  Score: Raw -18574535.718014 + Penalty 5783.359870 = -18568752.358144
  nChanged 1000
		SP:Iteration 19Q (98573.000000 sec): 3 clusters
  Score: Raw -18575313.731232 + Penalty 5783.359870 = -18569530.371362
  nChanged 822
		SP:Iteration 20F (98574.100000 sec): 3 clusters
  Score: Raw -18575917.657392 + Penalty 5783.359870 = -18570134.297523
  nChanged 716
		SP:Iteration 21Q (98575.110000 sec): 3 clusters
  Score: Raw -18576391.637426 + Penalty 5783.359870 = -18570608.277556
  nChanged 579
		SP:Iteration 22Q (98576.130000 sec): 3 clusters
  Score: Raw -18576709.631296 + Penalty 5783.359870 = -18570926.271426
  nChanged 478
		SP:Iteration 23Q (98577.170000 sec): 3 clusters
  Score: Raw -18576942.191160 + Penalty 5783.359870 = -18571158.831290
  nChanged 346
		SP:Iteration 24Q (98578.270000 sec): 3 clusters
  Score: Raw -18577086.701129 + Penalty 5783.359870 = -18571303.341259
  nChanged 269
		SP:Iteration 25Q (98579.320000 sec): 3 clusters
  Score: Raw -18577184.080558 + Penalty 5783.359870 = -18571400.720688
  nChanged 201
		SP:Iteration 26Q (98580.350000 sec): 3 clusters
  Score: Raw -18577246.719841 + Penalty 5783.359870 = -18571463.359971
  nChanged 177
		SP:Iteration 27Q (98581.380000 sec): 3 clusters
  Score: Raw -18577300.813447 + Penalty 5783.359870 = -18571517.453577
  nChanged 146
		SP:Iteration 28Q (98582.430000 sec): 3 clusters
  Score: Raw -18577339.337113 + Penalty 5783.359870 = -18571555.977243
  nChanged 135
		SP:Iteration 29Q (98583.450000 sec): 3 clusters
  Score: Raw -18577371.497221 + Penalty 5783.359870 = -18571588.137351
  nChanged 95
		SP:Iteration 30Q (98584.520000 sec): 3 clusters
  Score: Raw -18577393.414534 + Penalty 5783.359870 = -18571610.054664
  nChanged 90
		SP:Iteration 31Q (98585.530000 sec): 3 clusters
  Score: Raw -18577413.968276 + Penalty 5783.359870 = -18571630.608406
  nChanged 69
		SP:Iteration 32Q (98586.420000 sec): 3 clusters
  Score: Raw -18577428.085725 + Penalty 5783.359870 = -18571644.725856
  nChanged 60
		SP:Iteration 33Q (98587.320000 sec): 3 clusters
  Score: Raw -18577439.834981 + Penalty 5783.359870 = -18571656.475111
  nChanged 44
		SP:Iteration 34Q (98588.200000 sec): 3 clusters
  Score: Raw -18577447.039243 + Penalty 5783.359870 = -18571663.679374
  nChanged 35
		SP:Iteration 35Q (98589.080000 sec): 3 clusters
  Score: Raw -18577453.039659 + Penalty 5783.359870 = -18571669.679790
  nChanged 31
		SP:Iteration 36Q (98589.900000 sec): 3 clusters
  Score: Raw -18577457.929807 + Penalty 5783.359870 = -18571674.569937
  nChanged 26
		SP:Iteration 37Q (98590.890000 sec): 3 clusters
  Score: Raw -18577461.755340 + Penalty 5783.359870 = -18571678.395470
  nChanged 19
		SP:Iteration 38Q (98591.710000 sec): 3 clusters
  Score: Raw -18577464.245687 + Penalty 5783.359870 = -18571680.885817
  nChanged 18
		SP:Iteration 39Q (98592.600000 sec): 3 clusters
  Score: Raw -18577466.833974 + Penalty 5783.359870 = -18571683.474104
  nChanged 10
		SP:Iteration 40F (98593.520000 sec): 3 clusters
  Score: Raw -18577468.500129 + Penalty 5783.359870 = -18571685.140259
  nChanged 12
		SP:Iteration 41Q (98594.570000 sec): 3 clusters
  Score: Raw -18577470.468132 + Penalty 5783.359870 = -18571687.108262
  nChanged 10
		SP:Iteration 42Q (98595.440000 sec): 3 clusters
  Score: Raw -18577472.261756 + Penalty 5783.359870 = -18571688.901887
  nChanged 8
		SP:Iteration 43Q (98596.420000 sec): 3 clusters
  Score: Raw -18577473.236667 + Penalty 5783.359870 = -18571689.876797
  nChanged 6
		SP:Iteration 44Q (98597.310000 sec): 3 clusters
  Score: Raw -18577474.001750 + Penalty 5783.359870 = -18571690.641880
  nChanged 7
		SP:Iteration 45Q (98598.210000 sec): 3 clusters
  Score: Raw -18577475.318622 + Penalty 5783.359870 = -18571691.958752
  nChanged 13
		SP:Iteration 46Q (98599.110000 sec): 3 clusters
  Score: Raw -18577477.370281 + Penalty 5783.359870 = -18571694.010411
  nChanged 11
		SP:Iteration 47Q (98600.090000 sec): 3 clusters
  Score: Raw -18577478.887430 + Penalty 5783.359870 = -18571695.527560
  nChanged 13
		SP:Iteration 48Q (98600.960000 sec): 3 clusters
  Score: Raw -18577481.421837 + Penalty 5783.359870 = -18571698.061967
  nChanged 10
		SP:Iteration 49Q (98601.850000 sec): 3 clusters
  Score: Raw -18577483.323626 + Penalty 5783.359870 = -18571699.963756
  nChanged 12
		SP:Iteration 50Q (98602.860000 sec): 3 clusters
  Score: Raw -18577485.019369 + Penalty 5783.359870 = -18571701.659499
  nChanged 10
		SP:Iteration 51Q (98603.830000 sec): 3 clusters
  Score: Raw -18577487.121583 + Penalty 5783.359870 = -18571703.761713
  nChanged 18
		SP:Iteration 52Q (98604.780000 sec): 3 clusters
  Score: Raw -18577489.761180 + Penalty 5783.359870 = -18571706.401310
  nChanged 19
		SP:Iteration 53Q (98605.690000 sec): 3 clusters
  Score: Raw -18577492.435764 + Penalty 5783.359870 = -18571709.075895
  nChanged 19
		SP:Iteration 54Q (98606.640000 sec): 3 clusters
  Score: Raw -18577495.205506 + Penalty 5783.359870 = -18571711.845636
  nChanged 13
		SP:Iteration 55Q (98607.520000 sec): 3 clusters
  Score: Raw -18577497.008484 + Penalty 5783.359870 = -18571713.648615
  nChanged 6
		SP:Iteration 56Q (98608.430000 sec): 3 clusters
  Score: Raw -18577497.838433 + Penalty 5783.359870 = -18571714.478563
  nChanged 11
		SP:Iteration 57Q (98609.390000 sec): 3 clusters
  Score: Raw -18577499.347157 + Penalty 5783.359870 = -18571715.987287
  nChanged 11
		SP:Iteration 58Q (98610.250000 sec): 3 clusters
  Score: Raw -18577501.071474 + Penalty 5783.359870 = -18571717.711604
  nChanged 10
		SP:Iteration 59Q (98611.120000 sec): 3 clusters
  Score: Raw -18577502.813482 + Penalty 5783.359870 = -18571719.453612
  nChanged 10
		SP:Iteration 60F (98612.110000 sec): 3 clusters
  Score: Raw -18577504.876477 + Penalty 5783.359870 = -18571721.516607
  nChanged 11
		SP:Iteration 61Q (98612.970000 sec): 3 clusters
  Score: Raw -18577506.673759 + Penalty 5783.359870 = -18571723.313889
  nChanged 10
		SP:Iteration 62Q (98613.770000 sec): 3 clusters
  Score: Raw -18577507.894052 + Penalty 5783.359870 = -18571724.534183
  nChanged 8
		SP:Iteration 63Q (98614.700000 sec): 3 clusters
  Score: Raw -18577508.808615 + Penalty 5783.359870 = -18571725.448745
  nChanged 8
		SP:Iteration 64Q (98615.540000 sec): 3 clusters
  Score: Raw -18577510.065474 + Penalty 5783.359870 = -18571726.705604
  nChanged 11
		SP:Iteration 65Q (98616.400000 sec): 3 clusters
  Score: Raw -18577511.817671 + Penalty 5783.359870 = -18571728.457801
  nChanged 12
		SP:Iteration 66Q (98617.250000 sec): 3 clusters
  Score: Raw -18577513.497580 + Penalty 5783.359870 = -18571730.137710
  nChanged 8
		SP:Iteration 67Q (98618.150000 sec): 3 clusters
  Score: Raw -18577515.515341 + Penalty 5783.359870 = -18571732.155471
  nChanged 18
		SP:Iteration 68Q (98618.990000 sec): 3 clusters
  Score: Raw -18577519.114544 + Penalty 5783.359870 = -18571735.754674
  nChanged 19
		SP:Iteration 69Q (98619.820000 sec): 3 clusters
  Score: Raw -18577523.212224 + Penalty 5783.359870 = -18571739.852354
  nChanged 21
		SP:Iteration 70Q (98620.580000 sec): 3 clusters
  Score: Raw -18577527.705438 + Penalty 5783.359870 = -18571744.345568
  nChanged 28
		SP:Iteration 71Q (98621.450000 sec): 3 clusters
  Score: Raw -18577533.143437 + Penalty 5783.359870 = -18571749.783567
  nChanged 31
		SP:Iteration 72Q (98622.320000 sec): 3 clusters
  Score: Raw -18577539.756103 + Penalty 5783.359870 = -18571756.396233
  nChanged 34
		SP:Iteration 73Q (98623.240000 sec): 3 clusters
  Score: Raw -18577547.773375 + Penalty 5783.359870 = -18571764.413505
  nChanged 46
		SP:Iteration 74Q (98624.080000 sec): 3 clusters
  Score: Raw -18577560.005821 + Penalty 5783.359870 = -18571776.645951
  nChanged 46
		SP:Iteration 75Q (98625.020000 sec): 3 clusters
  Score: Raw -18577571.772713 + Penalty 5783.359870 = -18571788.412843
  nChanged 36
		SP:Iteration 76Q (98625.890000 sec): 3 clusters
  Score: Raw -18577580.303073 + Penalty 5783.359870 = -18571796.943203
  nChanged 35
		SP:Iteration 77Q (98626.900000 sec): 3 clusters
  Score: Raw -18577587.761713 + Penalty 5783.359870 = -18571804.401844
  nChanged 30
		SP:Iteration 78Q (98627.760000 sec): 3 clusters
  Score: Raw -18577593.138436 + Penalty 5783.359870 = -18571809.778566
  nChanged 26
		SP:Iteration 79Q (98628.720000 sec): 3 clusters
  Score: Raw -18577598.122466 + Penalty 5783.359870 = -18571814.762596
  nChanged 22
		SP:Iteration 80F (98629.740000 sec): 3 clusters
  Score: Raw -18577602.421122 + Penalty 5783.359870 = -18571819.061252
  nChanged 20
		SP:Iteration 81Q (98630.720000 sec): 3 clusters
  Score: Raw -18577605.928423 + Penalty 5783.359870 = -18571822.568553
  nChanged 27
		SP:Iteration 82Q (98631.600000 sec): 3 clusters
  Score: Raw -18577610.487815 + Penalty 5783.359870 = -18571827.127945
  nChanged 17
		SP:Iteration 83Q (98632.610000 sec): 3 clusters
  Score: Raw -18577613.698981 + Penalty 5783.359870 = -18571830.339111
  nChanged 25
		SP:Iteration 84Q (98633.470000 sec): 3 clusters
  Score: Raw -18577618.652176 + Penalty 5783.359870 = -18571835.292306
  nChanged 23
		SP:Iteration 85Q (98634.440000 sec): 3 clusters
  Score: Raw -18577622.527367 + Penalty 5783.359870 = -18571839.167498
  nChanged 18
		SP:Iteration 86Q (98635.370000 sec): 3 clusters
  Score: Raw -18577625.749893 + Penalty 5783.359870 = -18571842.390023
  nChanged 17
		SP:Iteration 87Q (98636.290000 sec): 3 clusters
  Score: Raw -18577628.576827 + Penalty 5783.359870 = -18571845.216957
  nChanged 12
		SP:Iteration 88Q (98637.190000 sec): 3 clusters
  Score: Raw -18577630.177610 + Penalty 5783.359870 = -18571846.817740
  nChanged 7
		SP:Iteration 89Q (98638.050000 sec): 3 clusters
  Score: Raw -18577631.449092 + Penalty 5783.359870 = -18571848.089222
  nChanged 6
		SP:Iteration 90Q (98638.910000 sec): 3 clusters
  Score: Raw -18577632.152130 + Penalty 5783.359870 = -18571848.792260
  nChanged 8
		SP:Iteration 91Q (98639.770000 sec): 3 clusters
  Score: Raw -18577633.762239 + Penalty 5783.359870 = -18571850.402369
  nChanged 11
		SP:Iteration 92Q (98640.750000 sec): 3 clusters
  Score: Raw -18577635.739645 + Penalty 5783.359870 = -18571852.379775
  nChanged 10
		SP:Iteration 93Q (98641.640000 sec): 3 clusters
  Score: Raw -18577637.813438 + Penalty 5783.359870 = -18571854.453568
  nChanged 14
		SP:Iteration 94Q (98642.510000 sec): 3 clusters
  Score: Raw -18577640.566464 + Penalty 5783.359870 = -18571857.206594
  nChanged 17
		SP:Iteration 95Q (98643.470000 sec): 3 clusters
  Score: Raw -18577644.084902 + Penalty 5783.359870 = -18571860.725032
  nChanged 17
		SP:Iteration 96Q (98644.470000 sec): 3 clusters
  Score: Raw -18577647.347238 + Penalty 5783.359870 = -18571863.987369
  nChanged 23
		SP:Iteration 97Q (98645.400000 sec): 3 clusters
  Score: Raw -18577652.255971 + Penalty 5783.359870 = -18571868.896102
  nChanged 31
		SP:Iteration 98Q (98646.320000 sec): 3 clusters
  Score: Raw -18577657.568243 + Penalty 5783.359870 = -18571874.208373
  nChanged 21
		SP:Iteration 99Q (98647.170000 sec): 3 clusters
  Score: Raw -18577661.493165 + Penalty 5783.359870 = -18571878.133295
  nChanged 20
		SP:Iteration 100F (98648.110000 sec): 3 clusters
  Score: Raw -18577665.337637 + Penalty 5783.359870 = -18571881.977767
  nChanged 16
		SP:Iteration 101Q (98648.930000 sec): 3 clusters
  Score: Raw -18577669.429386 + Penalty 5783.359870 = -18571886.069516
  nChanged 25
		SP:Iteration 102Q (98649.910000 sec): 3 clusters
  Score: Raw -18577675.428676 + Penalty 5783.359870 = -18571892.068806
  nChanged 28
		SP:Iteration 103Q (98650.810000 sec): 3 clusters
  Score: Raw -18577682.512306 + Penalty 5783.359870 = -18571899.152437
  nChanged 27
		SP:Iteration 104Q (98651.740000 sec): 3 clusters
  Score: Raw -18577691.401654 + Penalty 5783.359870 = -18571908.041784
  nChanged 36
		SP:Iteration 105Q (98652.560000 sec): 3 clusters
  Score: Raw -18577700.340588 + Penalty 5783.359870 = -18571916.980718
  nChanged 39
		SP:Iteration 106Q (98653.470000 sec): 3 clusters
  Score: Raw -18577710.721367 + Penalty 5783.359870 = -18571927.361497
  nChanged 34
		SP:Iteration 107Q (98654.290000 sec): 3 clusters
  Score: Raw -18577723.893917 + Penalty 5783.359870 = -18571940.534047
  nChanged 47
		SP:Iteration 108Q (98655.230000 sec): 3 clusters
  Score: Raw -18577749.662182 + Penalty 5783.359870 = -18571966.302313
  nChanged 71
		SP:Iteration 109Q (98656.130000 sec): 3 clusters
  Score: Raw -18577789.238193 + Penalty 5783.359870 = -18572005.878323
  nChanged 90
		SP:Iteration 110Q (98657.100000 sec): 3 clusters
  Score: Raw -18577834.184628 + Penalty 5783.359870 = -18572050.824758
  nChanged 96
		SP:Iteration 111Q (98658.000000 sec): 3 clusters
  Score: Raw -18577876.349621 + Penalty 5783.359870 = -18572092.989752
  nChanged 113
		SP:Iteration 112Q (98658.960000 sec): 3 clusters
  Score: Raw -18577924.131580 + Penalty 5783.359870 = -18572140.771710
  nChanged 114
		SP:Iteration 113Q (98659.910000 sec): 3 clusters
  Score: Raw -18577968.413187 + Penalty 5783.359870 = -18572185.053317
  nChanged 91
		SP:Iteration 114Q (98660.930000 sec): 3 clusters
  Score: Raw -18577994.786851 + Penalty 5783.359870 = -18572211.426981
  nChanged 81
		SP:Iteration 115Q (98661.870000 sec): 3 clusters
  Score: Raw -18578011.430621 + Penalty 5783.359870 = -18572228.070751
  nChanged 54
		SP:Iteration 116Q (98662.980000 sec): 3 clusters
  Score: Raw -18578021.189151 + Penalty 5783.359870 = -18572237.829282
  nChanged 44
		SP:Iteration 117Q (98664.040000 sec): 3 clusters
  Score: Raw -18578029.122408 + Penalty 5783.359870 = -18572245.762538
  nChanged 41
		SP:Iteration 118Q (98665.090000 sec): 3 clusters
  Score: Raw -18578038.147127 + Penalty 5783.359870 = -18572254.787257
  nChanged 47
		SP:Iteration 119Q (98666.150000 sec): 3 clusters
  Score: Raw -18578049.218493 + Penalty 5783.359870 = -18572265.858624
  nChanged 38
		SP:Iteration 120F (98667.250000 sec): 3 clusters
  Score: Raw -18578235.230721 + Penalty 5783.359870 = -18572451.870851
  nChanged 147
		SP:Iteration 121Q (98668.260000 sec): 3 clusters
  Score: Raw -18578449.174180 + Penalty 5783.359870 = -18572665.814310
  nChanged 215
		SP:Iteration 122Q (98669.280000 sec): 3 clusters
  Score: Raw -18578615.678846 + Penalty 5783.359870 = -18572832.318976
  nChanged 221
		SP:Iteration 123Q (98670.340000 sec): 3 clusters
  Score: Raw -18578732.536147 + Penalty 5783.359870 = -18572949.176277
  nChanged 204
		SP:Iteration 124Q (98671.400000 sec): 3 clusters
  Score: Raw -18578818.705866 + Penalty 5783.359870 = -18573035.345997
  nChanged 189
		SP:Iteration 125Q (98672.470000 sec): 3 clusters
  Score: Raw -18578894.187332 + Penalty 5783.359870 = -18573110.827462
  nChanged 180
		SP:Iteration 126Q (98673.530000 sec): 3 clusters
  Score: Raw -18578970.864936 + Penalty 5783.359870 = -18573187.505067
  nChanged 179
		SP:Iteration 127Q (98674.550000 sec): 3 clusters
  Score: Raw -18579035.337869 + Penalty 5783.359870 = -18573251.977999
  nChanged 156
		SP:Iteration 128Q (98675.450000 sec): 3 clusters
  Score: Raw -18579091.780949 + Penalty 5783.359870 = -18573308.421079
  nChanged 147
		SP:Iteration 129Q (98676.400000 sec): 3 clusters
  Score: Raw -18579155.299909 + Penalty 5783.359870 = -18573371.940039
  nChanged 140
		SP:Iteration 130Q (98677.370000 sec): 3 clusters
  Score: Raw -18579224.108935 + Penalty 5783.359870 = -18573440.749065
  nChanged 123
		SP:Iteration 131Q (98678.300000 sec): 3 clusters
  Score: Raw -18579266.300000 + Penalty 5783.359870 = -18573482.940130
  nChanged 89
		SP:Iteration 132Q (98679.180000 sec): 3 clusters
  Score: Raw -18579286.812753 + Penalty 5783.359870 = -18573503.452884
  nChanged 66
		SP:Iteration 133Q (98680.180000 sec): 3 clusters
  Score: Raw -18579300.440978 + Penalty 5783.359870 = -18573517.081108
  nChanged 43
		SP:Iteration 134Q (98681.110000 sec): 3 clusters
  Score: Raw -18579310.468265 + Penalty 5783.359870 = -18573527.108396
  nChanged 27
		SP:Iteration 135Q (98682.040000 sec): 3 clusters
  Score: Raw -18579313.068704 + Penalty 5783.359870 = -18573529.708834
  nChanged 13
		SP:Iteration 136Q (98682.990000 sec): 3 clusters
  Score: Raw -18579314.352479 + Penalty 5783.359870 = -18573530.992609
  nChanged 12
		SP:Iteration 137Q (98683.980000 sec): 3 clusters
  Score: Raw -18579315.491496 + Penalty 5783.359870 = -18573532.131626
  nChanged 8
		SP:Iteration 138Q (98684.800000 sec): 3 clusters
  Score: Raw -18579316.453649 + Penalty 5783.359870 = -18573533.093779
  nChanged 10
		SP:Iteration 139Q (98685.750000 sec): 3 clusters
  Score: Raw -18579317.675537 + Penalty 5783.359870 = -18573534.315667
  nChanged 10
		SP:Iteration 140F (98686.700000 sec): 3 clusters
  Score: Raw -18579747.374396 + Penalty 5783.359870 = -18573964.014526
  nChanged 309
		SP:Iteration 141Q (98687.640000 sec): 3 clusters
  Score: Raw -18580874.183745 + Penalty 5783.359870 = -18575090.823876
  nChanged 639
		SP:Iteration 142Q (98688.550000 sec): 3 clusters
  Score: Raw -18582265.683873 + Penalty 5783.359870 = -18576482.324004
  nChanged 725
		SP:Iteration 143Q (98689.530000 sec): 3 clusters
  Score: Raw -18583123.645687 + Penalty 5783.359870 = -18577340.285818
  nChanged 544
		SP:Iteration 144Q (98690.410000 sec): 3 clusters
  Score: Raw -18583417.427752 + Penalty 5783.359870 = -18577634.067882
  nChanged 301
		SP:Iteration 145Q (98691.260000 sec): 3 clusters
  Score: Raw -18583504.035204 + Penalty 5783.359870 = -18577720.675334
  nChanged 156
		SP:Iteration 146Q (98692.130000 sec): 3 clusters
  Score: Raw -18583532.962043 + Penalty 5783.359870 = -18577749.602173
  nChanged 92
		SP:Iteration 147Q (98693.080000 sec): 3 clusters
  Score: Raw -18583549.987818 + Penalty 5783.359870 = -18577766.627948
  nChanged 58
		SP:Iteration 148Q (98694.110000 sec): 3 clusters
  Score: Raw -18583555.317048 + Penalty 5783.359870 = -18577771.957178
  nChanged 37
		SP:Iteration 149Q (98695.040000 sec): 3 clusters
  Score: Raw -18583557.810154 + Penalty 5783.359870 = -18577774.450285
  nChanged 16
		SP:Iteration 150Q (98695.940000 sec): 3 clusters
  Score: Raw -18583558.783898 + Penalty 5783.359870 = -18577775.424028
  nChanged 13
		SP:Iteration 151Q (98696.790000 sec): 3 clusters
  Score: Raw -18583562.284910 + Penalty 5783.359870 = -18577778.925040
  nChanged 11
		SP:Iteration 152Q (98697.620000 sec): 3 clusters
  Score: Raw -18583562.886713 + Penalty 5783.359870 = -18577779.526843
  nChanged 9
		SP:Iteration 153Q (98698.630000 sec): 3 clusters
  Score: Raw -18583563.703679 + Penalty 5783.359870 = -18577780.343809
  nChanged 5
		SP:Iteration 154Q (98699.570000 sec): 3 clusters
  Score: Raw -18583564.156051 + Penalty 5783.359870 = -18577780.796181
  nChanged 11
		SP:Iteration 155Q (98700.540000 sec): 3 clusters
  Score: Raw -18583565.163330 + Penalty 5783.359870 = -18577781.803461
  nChanged 9
		SP:Iteration 156Q (98701.370000 sec): 3 clusters
  Score: Raw -18583565.836932 + Penalty 5783.359870 = -18577782.477062
  nChanged 8
		SP:Iteration 157Q (98702.320000 sec): 3 clusters
  Score: Raw -18583566.481554 + Penalty 5783.359870 = -18577783.121684
  nChanged 6
		SP:Iteration 158Q (98703.240000 sec): 3 clusters
  Score: Raw -18583567.099336 + Penalty 5783.359870 = -18577783.739466
  nChanged 11
		SP:Iteration 159Q (98704.160000 sec): 3 clusters
  Score: Raw -18583571.252880 + Penalty 5783.359870 = -18577787.893010
  nChanged 6
		SP:Iteration 160F (98705.260000 sec): 3 clusters
  Score: Raw -18583788.540052 + Penalty 5783.359870 = -18578005.180182
  nChanged 139
		SP:Iteration 161Q (98706.200000 sec): 3 clusters
  Score: Raw -18583872.986446 + Penalty 5783.359870 = -18578089.626576
  nChanged 126
		SP:Iteration 162Q (98707.100000 sec): 3 clusters
  Score: Raw -18583903.602195 + Penalty 5783.359870 = -18578120.242325
  nChanged 105
		SP:Iteration 163Q (98707.980000 sec): 3 clusters
  Score: Raw -18583923.097623 + Penalty 5783.359870 = -18578139.737754
  nChanged 89
		SP:Iteration 164Q (98708.880000 sec): 3 clusters
  Score: Raw -18583935.630275 + Penalty 5783.359870 = -18578152.270406
  nChanged 56
		SP:Iteration 165Q (98709.740000 sec): 3 clusters
  Score: Raw -18583941.758755 + Penalty 5783.359870 = -18578158.398885
  nChanged 55
		SP:Iteration 166Q (98710.590000 sec): 3 clusters
  Score: Raw -18583947.037441 + Penalty 5783.359870 = -18578163.677571
  nChanged 36
		SP:Iteration 167Q (98711.510000 sec): 3 clusters
  Score: Raw -18583950.767547 + Penalty 5783.359870 = -18578167.407678
  nChanged 31
		SP:Iteration 168Q (98712.440000 sec): 3 clusters
  Score: Raw -18583953.492881 + Penalty 5783.359870 = -18578170.133011
  nChanged 23
		SP:Iteration 169Q (98713.340000 sec): 3 clusters
  Score: Raw -18583955.362960 + Penalty 5783.359870 = -18578172.003090
  nChanged 17
		SP:Iteration 170Q (98714.280000 sec): 3 clusters
  Score: Raw -18583956.797949 + Penalty 5783.359870 = -18578173.438080
  nChanged 16
		SP:Iteration 171Q (98715.290000 sec): 3 clusters
  Score: Raw -18583957.953426 + Penalty 5783.359870 = -18578174.593556
  nChanged 14
		SP:Iteration 172Q (98716.280000 sec): 3 clusters
  Score: Raw -18583958.993827 + Penalty 5783.359870 = -18578175.633958
  nChanged 13
		SP:Iteration 173Q (98717.270000 sec): 3 clusters
  Score: Raw -18583959.671379 + Penalty 5783.359870 = -18578176.311509
  nChanged 7
		SP:Iteration 174Q (98718.120000 sec): 3 clusters
  Score: Raw -18583960.005039 + Penalty 5783.359870 = -18578176.645169
  nChanged 6
		SP:Iteration 175Q (98719.140000 sec): 3 clusters
  Score: Raw -18583960.439627 + Penalty 5783.359870 = -18578177.079757
  nChanged 5
		SP:Iteration 176Q (98720.010000 sec): 3 clusters
  Score: Raw -18583960.679606 + Penalty 5783.359870 = -18578177.319736
  nChanged 3
		SP:Iteration 177Q (98720.890000 sec): 3 clusters
  Score: Raw -18583960.917279 + Penalty 5783.359870 = -18578177.557409
  nChanged 4
		SP:Iteration 178Q (98721.780000 sec): 3 clusters
  Score: Raw -18583961.197923 + Penalty 5783.359870 = -18578177.838053
  nChanged 2
		SP:Iteration 179Q (98722.600000 sec): 3 clusters
  Score: Raw -18583961.306236 + Penalty 5783.359870 = -18578177.946367
  nChanged 0
		SP:Iteration 180F (98723.650000 sec): 3 clusters
  Score: Raw -18583961.306236 + Penalty 5783.359870 = -18578177.946367
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (53162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98724.100000 sec): 2 clusters
  Score: Raw -8071787.951834 + Penalty 2698.512585 = -8069089.439248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98724.650000 sec): 3 clusters
  Score: Raw -8038872.663764 + Penalty 5397.025171 = -8033475.638594
  nChanged 24674
		SP:Iteration 1F (98725.170000 sec): 3 clusters
  Score: Raw -8053574.110329 + Penalty 5397.025171 = -8048177.085159
  nChanged 3542
		SP:Iteration 2F (98725.760000 sec): 3 clusters
  Score: Raw -8056515.376548 + Penalty 5397.025171 = -8051118.351377
  nChanged 4666
		SP:Iteration 3F (98726.340000 sec): 3 clusters
  Score: Raw -8062087.140445 + Penalty 5397.025171 = -8056690.115274
  nChanged 6000
		SP:Iteration 4F (98726.950000 sec): 3 clusters
  Score: Raw -8070369.350145 + Penalty 5397.025171 = -8064972.324974
  nChanged 5721
		SP:Iteration 5F (98727.490000 sec): 3 clusters
  Score: Raw -8078188.069511 + Penalty 5397.025171 = -8072791.044341
  nChanged 3967
		SP:Iteration 6F (98728.110000 sec): 3 clusters
  Score: Raw -8083019.014743 + Penalty 5397.025171 = -8077621.989573
  nChanged 2268
		SP:Iteration 7Q (98728.710000 sec): 3 clusters
  Score: Raw -8084994.737520 + Penalty 5397.025171 = -8079597.712350
  nChanged 1323
		SP:Iteration 8Q (98729.240000 sec): 3 clusters
  Score: Raw -8085814.083816 + Penalty 5397.025171 = -8080417.058646
  nChanged 976
		SP:Iteration 9Q (98729.860000 sec): 3 clusters
  Score: Raw -8086413.584535 + Penalty 5397.025171 = -8081016.559365
  nChanged 870
		SP:Iteration 10Q (98730.390000 sec): 3 clusters
  Score: Raw -8086974.416624 + Penalty 5397.025171 = -8081577.391453
  nChanged 786
		SP:Iteration 11Q (98730.920000 sec): 3 clusters
  Score: Raw -8087421.705467 + Penalty 5397.025171 = -8082024.680296
  nChanged 720
		SP:Iteration 12Q (98731.460000 sec): 3 clusters
  Score: Raw -8087831.251527 + Penalty 5397.025171 = -8082434.226357
  nChanged 595
		SP:Iteration 13Q (98732.000000 sec): 3 clusters
  Score: Raw -8088115.269541 + Penalty 5397.025171 = -8082718.244370
  nChanged 480
		SP:Iteration 14Q (98732.580000 sec): 3 clusters
  Score: Raw -8088259.372615 + Penalty 5397.025171 = -8082862.347445
  nChanged 382
		SP:Iteration 15Q (98733.140000 sec): 3 clusters
  Score: Raw -8088336.124035 + Penalty 5397.025171 = -8082939.098864
  nChanged 298
		SP:Iteration 16Q (98733.710000 sec): 3 clusters
  Score: Raw -8088386.342888 + Penalty 5397.025171 = -8082989.317718
  nChanged 206
		SP:Iteration 17Q (98734.220000 sec): 3 clusters
  Score: Raw -8088415.647927 + Penalty 5397.025171 = -8083018.622756
  nChanged 178
		SP:Iteration 18Q (98734.800000 sec): 3 clusters
  Score: Raw -8088433.745829 + Penalty 5397.025171 = -8083036.720658
  nChanged 122
		SP:Iteration 19Q (98735.340000 sec): 3 clusters
  Score: Raw -8088442.679589 + Penalty 5397.025171 = -8083045.654418
  nChanged 85
		SP:Iteration 20F (98735.880000 sec): 3 clusters
  Score: Raw -8088451.590604 + Penalty 5397.025171 = -8083054.565434
  nChanged 68
		SP:Iteration 21Q (98736.430000 sec): 3 clusters
  Score: Raw -8088459.796420 + Penalty 5397.025171 = -8083062.771250
  nChanged 69
		SP:Iteration 22Q (98736.960000 sec): 3 clusters
  Score: Raw -8088464.290549 + Penalty 5397.025171 = -8083067.265379
  nChanged 53
		SP:Iteration 23Q (98737.490000 sec): 3 clusters
  Score: Raw -8088467.556109 + Penalty 5397.025171 = -8083070.530939
  nChanged 38
		SP:Iteration 24Q (98738.030000 sec): 3 clusters
  Score: Raw -8088469.538831 + Penalty 5397.025171 = -8083072.513661
  nChanged 28
		SP:Iteration 25Q (98738.570000 sec): 3 clusters
  Score: Raw -8088470.846658 + Penalty 5397.025171 = -8083073.821487
  nChanged 17
		SP:Iteration 26Q (98739.080000 sec): 3 clusters
  Score: Raw -8088471.472763 + Penalty 5397.025171 = -8083074.447593
  nChanged 11
		SP:Iteration 27Q (98739.660000 sec): 3 clusters
  Score: Raw -8088471.859316 + Penalty 5397.025171 = -8083074.834145
  nChanged 8
		SP:Iteration 28Q (98740.220000 sec): 3 clusters
  Score: Raw -8088472.121940 + Penalty 5397.025171 = -8083075.096769
  nChanged 4
		SP:Iteration 29Q (98740.720000 sec): 3 clusters
  Score: Raw -8088472.251600 + Penalty 5397.025171 = -8083075.226429
  nChanged 3
		SP:Iteration 30Q (98741.220000 sec): 3 clusters
  Score: Raw -8088472.329672 + Penalty 5397.025171 = -8083075.304501
  nChanged 2
		SP:Iteration 31Q (98741.770000 sec): 3 clusters
  Score: Raw -8088472.398184 + Penalty 5397.025171 = -8083075.373013
  nChanged 2
		SP:Iteration 32Q (98742.310000 sec): 3 clusters
  Score: Raw -8088472.471966 + Penalty 5397.025171 = -8083075.446796
  nChanged 6
		SP:Iteration 33Q (98742.880000 sec): 3 clusters
  Score: Raw -8088472.710145 + Penalty 5397.025171 = -8083075.684974
  nChanged 2
		SP:Iteration 34Q (98743.430000 sec): 3 clusters
  Score: Raw -8088472.775672 + Penalty 5397.025171 = -8083075.750501
  nChanged 1
		SP:Iteration 35Q (98743.990000 sec): 3 clusters
  Score: Raw -8088472.787080 + Penalty 5397.025171 = -8083075.761909
  nChanged 0
		SP:Iteration 36F (98744.560000 sec): 3 clusters
  Score: Raw -8088472.787080 + Penalty 5397.025171 = -8083075.761909
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (46038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98744.950000 sec): 2 clusters
  Score: Raw -7050784.035045 + Penalty 2662.831161 = -7048121.203884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98745.470000 sec): 3 clusters
  Score: Raw -7022607.989157 + Penalty 5325.662321 = -7017282.326836
  nChanged 21246
		SP:Iteration 1F (98745.910000 sec): 3 clusters
  Score: Raw -7036224.938821 + Penalty 5325.662321 = -7030899.276500
  nChanged 3797
		SP:Iteration 2F (98746.420000 sec): 3 clusters
  Score: Raw -7040107.451691 + Penalty 5325.662321 = -7034781.789370
  nChanged 4345
		SP:Iteration 3F (98746.940000 sec): 3 clusters
  Score: Raw -7045062.510150 + Penalty 5325.662321 = -7039736.847829
  nChanged 4303
		SP:Iteration 4F (98747.480000 sec): 3 clusters
  Score: Raw -7049913.059966 + Penalty 5325.662321 = -7044587.397645
  nChanged 3886
		SP:Iteration 5F (98748.010000 sec): 3 clusters
  Score: Raw -7053542.594503 + Penalty 5325.662321 = -7048216.932182
  nChanged 3219
		SP:Iteration 6F (98748.500000 sec): 3 clusters
  Score: Raw -7056050.590564 + Penalty 5325.662321 = -7050724.928243
  nChanged 2915
		SP:Iteration 7F (98749.050000 sec): 3 clusters
  Score: Raw -7058531.674797 + Penalty 5325.662321 = -7053206.012476
  nChanged 2939
		SP:Iteration 8F (98749.570000 sec): 3 clusters
  Score: Raw -7061413.432129 + Penalty 5325.662321 = -7056087.769808
  nChanged 2621
		SP:Iteration 9F (98750.090000 sec): 3 clusters
  Score: Raw -7063857.290145 + Penalty 5325.662321 = -7058531.627824
  nChanged 1958
		SP:Iteration 10Q (98750.630000 sec): 3 clusters
  Score: Raw -7065524.755942 + Penalty 5325.662321 = -7060199.093621
  nChanged 1253
		SP:Iteration 11Q (98751.200000 sec): 3 clusters
  Score: Raw -7066987.379924 + Penalty 5325.662321 = -7061661.717603
  nChanged 771
		SP:Iteration 12Q (98751.730000 sec): 3 clusters
  Score: Raw -7068328.036087 + Penalty 5325.662321 = -7063002.373766
  nChanged 448
		SP:Iteration 13Q (98752.250000 sec): 3 clusters
  Score: Raw -7068706.414113 + Penalty 5325.662321 = -7063380.751792
  nChanged 263
		SP:Iteration 14Q (98752.790000 sec): 3 clusters
  Score: Raw -7068788.746670 + Penalty 5325.662321 = -7063463.084349
  nChanged 139
		SP:Iteration 15Q (98753.210000 sec): 3 clusters
  Score: Raw -7068815.941304 + Penalty 5325.662321 = -7063490.278983
  nChanged 95
		SP:Iteration 16Q (98753.660000 sec): 3 clusters
  Score: Raw -7068829.877948 + Penalty 5325.662321 = -7063504.215627
  nChanged 86
		SP:Iteration 17Q (98754.180000 sec): 3 clusters
  Score: Raw -7068840.378846 + Penalty 5325.662321 = -7063514.716525
  nChanged 64
		SP:Iteration 18Q (98754.640000 sec): 3 clusters
  Score: Raw -7068847.222474 + Penalty 5325.662321 = -7063521.560153
  nChanged 62
		SP:Iteration 19Q (98755.090000 sec): 3 clusters
  Score: Raw -7068852.745870 + Penalty 5325.662321 = -7063527.083549
  nChanged 48
		SP:Iteration 20F (98755.580000 sec): 3 clusters
  Score: Raw -7068856.853075 + Penalty 5325.662321 = -7063531.190754
  nChanged 37
		SP:Iteration 21Q (98756.040000 sec): 3 clusters
  Score: Raw -7068859.728360 + Penalty 5325.662321 = -7063534.066039
  nChanged 40
		SP:Iteration 22Q (98756.530000 sec): 3 clusters
  Score: Raw -7068862.800587 + Penalty 5325.662321 = -7063537.138266
  nChanged 29
		SP:Iteration 23Q (98757.060000 sec): 3 clusters
  Score: Raw -7068865.116003 + Penalty 5325.662321 = -7063539.453682
  nChanged 26
		SP:Iteration 24Q (98757.520000 sec): 3 clusters
  Score: Raw -7068867.132683 + Penalty 5325.662321 = -7063541.470362
  nChanged 25
		SP:Iteration 25Q (98757.980000 sec): 3 clusters
  Score: Raw -7068869.456060 + Penalty 5325.662321 = -7063543.793739
  nChanged 19
		SP:Iteration 26Q (98758.480000 sec): 3 clusters
  Score: Raw -7068870.965229 + Penalty 5325.662321 = -7063545.302908
  nChanged 13
		SP:Iteration 27Q (98758.980000 sec): 3 clusters
  Score: Raw -7068872.265371 + Penalty 5325.662321 = -7063546.603050
  nChanged 20
		SP:Iteration 28Q (98759.490000 sec): 3 clusters
  Score: Raw -7068874.122166 + Penalty 5325.662321 = -7063548.459844
  nChanged 19
		SP:Iteration 29Q (98759.950000 sec): 3 clusters
  Score: Raw -7068875.248533 + Penalty 5325.662321 = -7063549.586212
  nChanged 13
		SP:Iteration 30Q (98760.400000 sec): 3 clusters
  Score: Raw -7068875.867384 + Penalty 5325.662321 = -7063550.205063
  nChanged 8
		SP:Iteration 31Q (98760.940000 sec): 3 clusters
  Score: Raw -7068876.434573 + Penalty 5325.662321 = -7063550.772252
  nChanged 6
		SP:Iteration 32Q (98761.440000 sec): 3 clusters
  Score: Raw -7068876.715116 + Penalty 5325.662321 = -7063551.052795
  nChanged 2
		SP:Iteration 33Q (98761.950000 sec): 3 clusters
  Score: Raw -7068876.772811 + Penalty 5325.662321 = -7063551.110490
  nChanged 1
		SP:Iteration 34Q (98762.490000 sec): 3 clusters
  Score: Raw -7068876.849267 + Penalty 5325.662321 = -7063551.186946
  nChanged 0
		SP:Iteration 35F (98763.040000 sec): 3 clusters
  Score: Raw -7068876.849267 + Penalty 5325.662321 = -7063551.186946
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (36623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98763.360000 sec): 2 clusters
  Score: Raw -5817346.808966 + Penalty 2606.091071 = -5814740.717895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98763.860000 sec): 3 clusters
  Score: Raw -5795339.629455 + Penalty 5212.182142 = -5790127.447313
  nChanged 16727
		SP:Iteration 1F (98764.320000 sec): 3 clusters
  Score: Raw -5806818.298491 + Penalty 5212.182142 = -5801606.116349
  nChanged 4425
		SP:Iteration 2F (98764.780000 sec): 3 clusters
  Score: Raw -5818768.762272 + Penalty 5212.182142 = -5813556.580131
  nChanged 6352
		SP:Iteration 3F (98765.240000 sec): 3 clusters
  Score: Raw -5832766.182887 + Penalty 5212.182142 = -5827554.000745
  nChanged 3954
		SP:Iteration 4F (98765.710000 sec): 3 clusters
  Score: Raw -5836875.081473 + Penalty 5212.182142 = -5831662.899331
  nChanged 1611
		SP:Iteration 5Q (98766.220000 sec): 3 clusters
  Score: Raw -5837623.874339 + Penalty 5212.182142 = -5832411.692197
  nChanged 713
		SP:Iteration 6Q (98766.680000 sec): 3 clusters
  Score: Raw -5837843.875345 + Penalty 5212.182142 = -5832631.693203
  nChanged 426
		SP:Iteration 7Q (98767.190000 sec): 3 clusters
  Score: Raw -5837952.122088 + Penalty 5212.182142 = -5832739.939946
  nChanged 346
		SP:Iteration 8Q (98767.650000 sec): 3 clusters
  Score: Raw -5838027.071993 + Penalty 5212.182142 = -5832814.889851
  nChanged 306
		SP:Iteration 9Q (98768.160000 sec): 3 clusters
  Score: Raw -5838086.835163 + Penalty 5212.182142 = -5832874.653021
  nChanged 285
		SP:Iteration 10Q (98768.620000 sec): 3 clusters
  Score: Raw -5838140.120512 + Penalty 5212.182142 = -5832927.938370
  nChanged 281
		SP:Iteration 11Q (98769.130000 sec): 3 clusters
  Score: Raw -5838191.160625 + Penalty 5212.182142 = -5832978.978484
  nChanged 281
		SP:Iteration 12Q (98769.600000 sec): 3 clusters
  Score: Raw -5838238.351579 + Penalty 5212.182142 = -5833026.169437
  nChanged 241
		SP:Iteration 13Q (98770.100000 sec): 3 clusters
  Score: Raw -5838273.336263 + Penalty 5212.182142 = -5833061.154121
  nChanged 194
		SP:Iteration 14Q (98770.570000 sec): 3 clusters
  Score: Raw -5838297.668485 + Penalty 5212.182142 = -5833085.486343
  nChanged 163
		SP:Iteration 15Q (98771.070000 sec): 3 clusters
  Score: Raw -5838316.650768 + Penalty 5212.182142 = -5833104.468626
  nChanged 153
		SP:Iteration 16Q (98771.510000 sec): 3 clusters
  Score: Raw -5838332.562160 + Penalty 5212.182142 = -5833120.380018
  nChanged 122
		SP:Iteration 17Q (98771.940000 sec): 3 clusters
  Score: Raw -5838343.553917 + Penalty 5212.182142 = -5833131.371775
  nChanged 104
		SP:Iteration 18Q (98772.360000 sec): 3 clusters
  Score: Raw -5838352.488412 + Penalty 5212.182142 = -5833140.306270
  nChanged 92
		SP:Iteration 19Q (98772.810000 sec): 3 clusters
  Score: Raw -5838360.427414 + Penalty 5212.182142 = -5833148.245272
  nChanged 88
		SP:Iteration 20F (98773.260000 sec): 3 clusters
  Score: Raw -5838366.988520 + Penalty 5212.182142 = -5833154.806379
  nChanged 76
		SP:Iteration 21Q (98773.710000 sec): 3 clusters
  Score: Raw -5838372.429328 + Penalty 5212.182142 = -5833160.247186
  nChanged 69
		SP:Iteration 22Q (98774.140000 sec): 3 clusters
  Score: Raw -5838377.206845 + Penalty 5212.182142 = -5833165.024704
  nChanged 51
		SP:Iteration 23Q (98774.590000 sec): 3 clusters
  Score: Raw -5838380.430749 + Penalty 5212.182142 = -5833168.248607
  nChanged 38
		SP:Iteration 24Q (98775.020000 sec): 3 clusters
  Score: Raw -5838382.763842 + Penalty 5212.182142 = -5833170.581700
  nChanged 38
		SP:Iteration 25Q (98775.480000 sec): 3 clusters
  Score: Raw -5838384.716175 + Penalty 5212.182142 = -5833172.534033
  nChanged 24
		SP:Iteration 26Q (98775.890000 sec): 3 clusters
  Score: Raw -5838386.026146 + Penalty 5212.182142 = -5833173.844004
  nChanged 23
		SP:Iteration 27Q (98776.340000 sec): 3 clusters
  Score: Raw -5838387.218498 + Penalty 5212.182142 = -5833175.036356
  nChanged 21
		SP:Iteration 28Q (98776.750000 sec): 3 clusters
  Score: Raw -5838388.135895 + Penalty 5212.182142 = -5833175.953754
  nChanged 17
		SP:Iteration 29Q (98777.140000 sec): 3 clusters
  Score: Raw -5838388.819336 + Penalty 5212.182142 = -5833176.637194
  nChanged 14
		SP:Iteration 30Q (98777.620000 sec): 3 clusters
  Score: Raw -5838389.358702 + Penalty 5212.182142 = -5833177.176560
  nChanged 15
		SP:Iteration 31Q (98778.030000 sec): 3 clusters
  Score: Raw -5838390.017254 + Penalty 5212.182142 = -5833177.835112
  nChanged 14
		SP:Iteration 32Q (98778.470000 sec): 3 clusters
  Score: Raw -5838390.542455 + Penalty 5212.182142 = -5833178.360314
  nChanged 14
		SP:Iteration 33Q (98778.910000 sec): 3 clusters
  Score: Raw -5838391.124848 + Penalty 5212.182142 = -5833178.942707
  nChanged 13
		SP:Iteration 34Q (98779.380000 sec): 3 clusters
  Score: Raw -5838391.609990 + Penalty 5212.182142 = -5833179.427848
  nChanged 11
		SP:Iteration 35Q (98779.780000 sec): 3 clusters
  Score: Raw -5838392.168742 + Penalty 5212.182142 = -5833179.986600
  nChanged 13
		SP:Iteration 36Q (98780.190000 sec): 3 clusters
  Score: Raw -5838392.761445 + Penalty 5212.182142 = -5833180.579303
  nChanged 10
		SP:Iteration 37Q (98780.600000 sec): 3 clusters
  Score: Raw -5838393.294327 + Penalty 5212.182142 = -5833181.112185
  nChanged 11
		SP:Iteration 38Q (98781.060000 sec): 3 clusters
  Score: Raw -5838393.767103 + Penalty 5212.182142 = -5833181.584961
  nChanged 14
		SP:Iteration 39Q (98781.460000 sec): 3 clusters
  Score: Raw -5838394.350930 + Penalty 5212.182142 = -5833182.168788
  nChanged 12
		SP:Iteration 40F (98781.850000 sec): 3 clusters
  Score: Raw -5838394.912495 + Penalty 5212.182142 = -5833182.730353
  nChanged 12
		SP:Iteration 41Q (98782.320000 sec): 3 clusters
  Score: Raw -5838395.362092 + Penalty 5212.182142 = -5833183.179951
  nChanged 6
		SP:Iteration 42Q (98782.720000 sec): 3 clusters
  Score: Raw -5838395.558079 + Penalty 5212.182142 = -5833183.375937
  nChanged 4
		SP:Iteration 43Q (98783.100000 sec): 3 clusters
  Score: Raw -5838395.727509 + Penalty 5212.182142 = -5833183.545367
  nChanged 5
		SP:Iteration 44Q (98783.510000 sec): 3 clusters
  Score: Raw -5838395.923659 + Penalty 5212.182142 = -5833183.741518
  nChanged 5
		SP:Iteration 45Q (98783.970000 sec): 3 clusters
  Score: Raw -5838396.101232 + Penalty 5212.182142 = -5833183.919090
  nChanged 4
		SP:Iteration 46Q (98784.450000 sec): 3 clusters
  Score: Raw -5838396.230879 + Penalty 5212.182142 = -5833184.048737
  nChanged 4
		SP:Iteration 47Q (98784.890000 sec): 3 clusters
  Score: Raw -5838396.385934 + Penalty 5212.182142 = -5833184.203792
  nChanged 3
		SP:Iteration 48Q (98785.310000 sec): 3 clusters
  Score: Raw -5838396.488014 + Penalty 5212.182142 = -5833184.305872
  nChanged 1
		SP:Iteration 49Q (98785.720000 sec): 3 clusters
  Score: Raw -5838396.516001 + Penalty 5212.182142 = -5833184.333859
  nChanged 0
		SP:Iteration 50F (98786.230000 sec): 3 clusters
  Score: Raw -5838396.516001 + Penalty 5212.182142 = -5833184.333859
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (46827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98786.640000 sec): 2 clusters
  Score: Raw -7324866.273471 + Penalty 2667.045379 = -7322199.228092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98787.180000 sec): 3 clusters
  Score: Raw -7296038.574159 + Penalty 5334.090758 = -7290704.483401
  nChanged 21564
		SP:Iteration 1F (98787.640000 sec): 3 clusters
  Score: Raw -7308965.145757 + Penalty 5334.090758 = -7303631.054999
  nChanged 3473
		SP:Iteration 2F (98788.170000 sec): 3 clusters
  Score: Raw -7312814.383711 + Penalty 5334.090758 = -7307480.292953
  nChanged 5177
		SP:Iteration 3F (98788.690000 sec): 3 clusters
  Score: Raw -7320470.015817 + Penalty 5334.090758 = -7315135.925058
  nChanged 5985
		SP:Iteration 4F (98789.180000 sec): 3 clusters
  Score: Raw -7327842.234049 + Penalty 5334.090758 = -7322508.143290
  nChanged 4217
		SP:Iteration 5F (98789.610000 sec): 3 clusters
  Score: Raw -7330972.350412 + Penalty 5334.090758 = -7325638.259654
  nChanged 2216
		SP:Iteration 6Q (98790.160000 sec): 3 clusters
  Score: Raw -7331939.485895 + Penalty 5334.090758 = -7326605.395137
  nChanged 1096
		SP:Iteration 7Q (98790.670000 sec): 3 clusters
  Score: Raw -7332207.457070 + Penalty 5334.090758 = -7326873.366311
  nChanged 609
		SP:Iteration 8Q (98791.190000 sec): 3 clusters
  Score: Raw -7332301.384920 + Penalty 5334.090758 = -7326967.294161
  nChanged 335
		SP:Iteration 9Q (98791.790000 sec): 3 clusters
  Score: Raw -7332339.474961 + Penalty 5334.090758 = -7327005.384203
  nChanged 247
		SP:Iteration 10Q (98792.300000 sec): 3 clusters
  Score: Raw -7332366.398419 + Penalty 5334.090758 = -7327032.307661
  nChanged 212
		SP:Iteration 11Q (98792.800000 sec): 3 clusters
  Score: Raw -7332389.299043 + Penalty 5334.090758 = -7327055.208285
  nChanged 193
		SP:Iteration 12Q (98793.310000 sec): 3 clusters
  Score: Raw -7332407.428786 + Penalty 5334.090758 = -7327073.338028
  nChanged 177
		SP:Iteration 13Q (98793.870000 sec): 3 clusters
  Score: Raw -7332422.993021 + Penalty 5334.090758 = -7327088.902263
  nChanged 173
		SP:Iteration 14Q (98794.370000 sec): 3 clusters
  Score: Raw -7332438.786934 + Penalty 5334.090758 = -7327104.696176
  nChanged 160
		SP:Iteration 15Q (98794.920000 sec): 3 clusters
  Score: Raw -7332453.877379 + Penalty 5334.090758 = -7327119.786620
  nChanged 172
		SP:Iteration 16Q (98795.400000 sec): 3 clusters
  Score: Raw -7332468.196409 + Penalty 5334.090758 = -7327134.105650
  nChanged 149
		SP:Iteration 17Q (98795.920000 sec): 3 clusters
  Score: Raw -7332481.321441 + Penalty 5334.090758 = -7327147.230683
  nChanged 134
		SP:Iteration 18Q (98796.410000 sec): 3 clusters
  Score: Raw -7332492.342409 + Penalty 5334.090758 = -7327158.251651
  nChanged 121
		SP:Iteration 19Q (98796.950000 sec): 3 clusters
  Score: Raw -7332501.337400 + Penalty 5334.090758 = -7327167.246642
  nChanged 110
		SP:Iteration 20F (98797.420000 sec): 3 clusters
  Score: Raw -7332509.394186 + Penalty 5334.090758 = -7327175.303427
  nChanged 105
		SP:Iteration 21Q (98797.840000 sec): 3 clusters
  Score: Raw -7332518.322277 + Penalty 5334.090758 = -7327184.231519
  nChanged 110
		SP:Iteration 22Q (98798.300000 sec): 3 clusters
  Score: Raw -7332526.297296 + Penalty 5334.090758 = -7327192.206538
  nChanged 99
		SP:Iteration 23Q (98798.840000 sec): 3 clusters
  Score: Raw -7332533.247637 + Penalty 5334.090758 = -7327199.156879
  nChanged 118
		SP:Iteration 24Q (98799.390000 sec): 3 clusters
  Score: Raw -7332541.462797 + Penalty 5334.090758 = -7327207.372038
  nChanged 105
		SP:Iteration 25Q (98799.890000 sec): 3 clusters
  Score: Raw -7332549.066555 + Penalty 5334.090758 = -7327214.975796
  nChanged 122
		SP:Iteration 26Q (98800.360000 sec): 3 clusters
  Score: Raw -7332558.026834 + Penalty 5334.090758 = -7327223.936076
  nChanged 141
		SP:Iteration 27Q (98800.910000 sec): 3 clusters
  Score: Raw -7332570.029792 + Penalty 5334.090758 = -7327235.939034
  nChanged 153
		SP:Iteration 28Q (98801.450000 sec): 3 clusters
  Score: Raw -7332582.801504 + Penalty 5334.090758 = -7327248.710746
  nChanged 152
		SP:Iteration 29Q (98801.970000 sec): 3 clusters
  Score: Raw -7332596.284290 + Penalty 5334.090758 = -7327262.193531
  nChanged 163
		SP:Iteration 30Q (98802.490000 sec): 3 clusters
  Score: Raw -7332611.157158 + Penalty 5334.090758 = -7327277.066400
  nChanged 172
		SP:Iteration 31Q (98803.010000 sec): 3 clusters
  Score: Raw -7332626.971268 + Penalty 5334.090758 = -7327292.880510
  nChanged 182
		SP:Iteration 32Q (98803.510000 sec): 3 clusters
  Score: Raw -7332644.175956 + Penalty 5334.090758 = -7327310.085198
  nChanged 178
		SP:Iteration 33Q (98804.040000 sec): 3 clusters
  Score: Raw -7332661.456116 + Penalty 5334.090758 = -7327327.365358
  nChanged 173
		SP:Iteration 34Q (98804.510000 sec): 3 clusters
  Score: Raw -7332676.925192 + Penalty 5334.090758 = -7327342.834433
  nChanged 160
		SP:Iteration 35Q (98805.000000 sec): 3 clusters
  Score: Raw -7332691.823213 + Penalty 5334.090758 = -7327357.732455
  nChanged 169
		SP:Iteration 36Q (98805.480000 sec): 3 clusters
  Score: Raw -7332706.841572 + Penalty 5334.090758 = -7327372.750814
  nChanged 172
		SP:Iteration 37Q (98806.000000 sec): 3 clusters
  Score: Raw -7332722.425893 + Penalty 5334.090758 = -7327388.335135
  nChanged 173
		SP:Iteration 38Q (98806.520000 sec): 3 clusters
  Score: Raw -7332738.218664 + Penalty 5334.090758 = -7327404.127905
  nChanged 172
		SP:Iteration 39Q (98807.030000 sec): 3 clusters
  Score: Raw -7332753.395255 + Penalty 5334.090758 = -7327419.304497
  nChanged 163
		SP:Iteration 40F (98807.540000 sec): 3 clusters
  Score: Raw -7332766.866476 + Penalty 5334.090758 = -7327432.775718
  nChanged 163
		SP:Iteration 41Q (98807.990000 sec): 3 clusters
  Score: Raw -7332780.949663 + Penalty 5334.090758 = -7327446.858904
  nChanged 160
		SP:Iteration 42Q (98808.500000 sec): 3 clusters
  Score: Raw -7332794.492869 + Penalty 5334.090758 = -7327460.402111
  nChanged 155
		SP:Iteration 43Q (98808.980000 sec): 3 clusters
  Score: Raw -7332807.461028 + Penalty 5334.090758 = -7327473.370269
  nChanged 162
		SP:Iteration 44Q (98809.510000 sec): 3 clusters
  Score: Raw -7332821.815650 + Penalty 5334.090758 = -7327487.724892
  nChanged 144
		SP:Iteration 45Q (98810.010000 sec): 3 clusters
  Score: Raw -7332833.350528 + Penalty 5334.090758 = -7327499.259770
  nChanged 111
		SP:Iteration 46Q (98810.500000 sec): 3 clusters
  Score: Raw -7332841.496375 + Penalty 5334.090758 = -7327507.405617
  nChanged 120
		SP:Iteration 47Q (98811.080000 sec): 3 clusters
  Score: Raw -7332850.169604 + Penalty 5334.090758 = -7327516.078845
  nChanged 112
		SP:Iteration 48Q (98811.650000 sec): 3 clusters
  Score: Raw -7332858.417104 + Penalty 5334.090758 = -7327524.326346
  nChanged 123
		SP:Iteration 49Q (98812.170000 sec): 3 clusters
  Score: Raw -7332866.598629 + Penalty 5334.090758 = -7327532.507871
  nChanged 115
		SP:Iteration 50Q (98812.640000 sec): 3 clusters
  Score: Raw -7332874.634170 + Penalty 5334.090758 = -7327540.543412
  nChanged 135
		SP:Iteration 51Q (98813.120000 sec): 3 clusters
  Score: Raw -7332884.078223 + Penalty 5334.090758 = -7327549.987464
  nChanged 125
		SP:Iteration 52Q (98813.650000 sec): 3 clusters
  Score: Raw -7332892.809988 + Penalty 5334.090758 = -7327558.719230
  nChanged 127
		SP:Iteration 53Q (98814.180000 sec): 3 clusters
  Score: Raw -7332902.142379 + Penalty 5334.090758 = -7327568.051621
  nChanged 115
		SP:Iteration 54Q (98814.640000 sec): 3 clusters
  Score: Raw -7332910.147560 + Penalty 5334.090758 = -7327576.056802
  nChanged 112
		SP:Iteration 55Q (98815.130000 sec): 3 clusters
  Score: Raw -7332917.822453 + Penalty 5334.090758 = -7327583.731695
  nChanged 112
		SP:Iteration 56Q (98815.670000 sec): 3 clusters
  Score: Raw -7332925.885893 + Penalty 5334.090758 = -7327591.795135
  nChanged 109
		SP:Iteration 57Q (98816.250000 sec): 3 clusters
  Score: Raw -7332933.740509 + Penalty 5334.090758 = -7327599.649750
  nChanged 117
		SP:Iteration 58Q (98816.730000 sec): 3 clusters
  Score: Raw -7332942.389248 + Penalty 5334.090758 = -7327608.298490
  nChanged 118
		SP:Iteration 59Q (98817.190000 sec): 3 clusters
  Score: Raw -7332950.378328 + Penalty 5334.090758 = -7327616.287570
  nChanged 103
		SP:Iteration 60F (98817.700000 sec): 3 clusters
  Score: Raw -7332957.022574 + Penalty 5334.090758 = -7327622.931816
  nChanged 100
		SP:Iteration 61Q (98818.240000 sec): 3 clusters
  Score: Raw -7332963.184754 + Penalty 5334.090758 = -7327629.093996
  nChanged 79
		SP:Iteration 62Q (98818.760000 sec): 3 clusters
  Score: Raw -7332967.373296 + Penalty 5334.090758 = -7327633.282537
  nChanged 80
		SP:Iteration 63Q (98819.320000 sec): 3 clusters
  Score: Raw -7332972.063466 + Penalty 5334.090758 = -7327637.972707
  nChanged 82
		SP:Iteration 64Q (98819.800000 sec): 3 clusters
  Score: Raw -7332976.696365 + Penalty 5334.090758 = -7327642.605607
  nChanged 71
		SP:Iteration 65Q (98820.310000 sec): 3 clusters
  Score: Raw -7332980.591117 + Penalty 5334.090758 = -7327646.500359
  nChanged 64
		SP:Iteration 66Q (98820.900000 sec): 3 clusters
  Score: Raw -7332983.871801 + Penalty 5334.090758 = -7327649.781043
  nChanged 52
		SP:Iteration 67Q (98821.370000 sec): 3 clusters
  Score: Raw -7332986.675414 + Penalty 5334.090758 = -7327652.584655
  nChanged 52
		SP:Iteration 68Q (98821.830000 sec): 3 clusters
  Score: Raw -7332989.670100 + Penalty 5334.090758 = -7327655.579341
  nChanged 54
		SP:Iteration 69Q (98822.340000 sec): 3 clusters
  Score: Raw -7332992.544977 + Penalty 5334.090758 = -7327658.454218
  nChanged 48
		SP:Iteration 70Q (98822.930000 sec): 3 clusters
  Score: Raw -7332994.651579 + Penalty 5334.090758 = -7327660.560821
  nChanged 42
		SP:Iteration 71Q (98823.420000 sec): 3 clusters
  Score: Raw -7332996.476688 + Penalty 5334.090758 = -7327662.385930
  nChanged 40
		SP:Iteration 72Q (98823.900000 sec): 3 clusters
  Score: Raw -7332998.125020 + Penalty 5334.090758 = -7327664.034262
  nChanged 36
		SP:Iteration 73Q (98824.420000 sec): 3 clusters
  Score: Raw -7332999.741657 + Penalty 5334.090758 = -7327665.650899
  nChanged 32
		SP:Iteration 74Q (98824.950000 sec): 3 clusters
  Score: Raw -7333001.199197 + Penalty 5334.090758 = -7327667.108438
  nChanged 39
		SP:Iteration 75Q (98825.540000 sec): 3 clusters
  Score: Raw -7333003.019128 + Penalty 5334.090758 = -7327668.928370
  nChanged 36
		SP:Iteration 76Q (98826.050000 sec): 3 clusters
  Score: Raw -7333004.529697 + Penalty 5334.090758 = -7327670.438938
  nChanged 33
		SP:Iteration 77Q (98826.590000 sec): 3 clusters
  Score: Raw -7333005.606888 + Penalty 5334.090758 = -7327671.516130
  nChanged 21
		SP:Iteration 78Q (98827.140000 sec): 3 clusters
  Score: Raw -7333006.229834 + Penalty 5334.090758 = -7327672.139075
  nChanged 17
		SP:Iteration 79Q (98827.660000 sec): 3 clusters
  Score: Raw -7333006.811066 + Penalty 5334.090758 = -7327672.720308
  nChanged 13
		SP:Iteration 80F (98828.140000 sec): 3 clusters
  Score: Raw -7333007.298432 + Penalty 5334.090758 = -7327673.207674
  nChanged 14
		SP:Iteration 81Q (98828.600000 sec): 3 clusters
  Score: Raw -7333007.754297 + Penalty 5334.090758 = -7327673.663539
  nChanged 11
		SP:Iteration 82Q (98829.120000 sec): 3 clusters
  Score: Raw -7333008.148423 + Penalty 5334.090758 = -7327674.057664
  nChanged 13
		SP:Iteration 83Q (98829.620000 sec): 3 clusters
  Score: Raw -7333008.670337 + Penalty 5334.090758 = -7327674.579579
  nChanged 18
		SP:Iteration 84Q (98830.140000 sec): 3 clusters
  Score: Raw -7333009.213445 + Penalty 5334.090758 = -7327675.122687
  nChanged 10
		SP:Iteration 85Q (98830.620000 sec): 3 clusters
  Score: Raw -7333009.612948 + Penalty 5334.090758 = -7327675.522189
  nChanged 9
		SP:Iteration 86Q (98831.140000 sec): 3 clusters
  Score: Raw -7333009.895332 + Penalty 5334.090758 = -7327675.804573
  nChanged 7
		SP:Iteration 87Q (98831.660000 sec): 3 clusters
  Score: Raw -7333010.083852 + Penalty 5334.090758 = -7327675.993094
  nChanged 5
		SP:Iteration 88Q (98832.120000 sec): 3 clusters
  Score: Raw -7333010.224647 + Penalty 5334.090758 = -7327676.133888
  nChanged 6
		SP:Iteration 89Q (98832.650000 sec): 3 clusters
  Score: Raw -7333010.453310 + Penalty 5334.090758 = -7327676.362552
  nChanged 12
		SP:Iteration 90Q (98833.110000 sec): 3 clusters
  Score: Raw -7333010.873751 + Penalty 5334.090758 = -7327676.782993
  nChanged 15
		SP:Iteration 91Q (98833.620000 sec): 3 clusters
  Score: Raw -7333011.400151 + Penalty 5334.090758 = -7327677.309393
  nChanged 19
		SP:Iteration 92Q (98834.200000 sec): 3 clusters
  Score: Raw -7333012.097795 + Penalty 5334.090758 = -7327678.007037
  nChanged 13
		SP:Iteration 93Q (98834.700000 sec): 3 clusters
  Score: Raw -7333012.521970 + Penalty 5334.090758 = -7327678.431211
  nChanged 10
		SP:Iteration 94Q (98835.180000 sec): 3 clusters
  Score: Raw -7333012.925951 + Penalty 5334.090758 = -7327678.835193
  nChanged 9
		SP:Iteration 95Q (98835.710000 sec): 3 clusters
  Score: Raw -7333013.306593 + Penalty 5334.090758 = -7327679.215835
  nChanged 12
		SP:Iteration 96Q (98836.250000 sec): 3 clusters
  Score: Raw -7333013.688108 + Penalty 5334.090758 = -7327679.597350
  nChanged 9
		SP:Iteration 97Q (98836.760000 sec): 3 clusters
  Score: Raw -7333013.964880 + Penalty 5334.090758 = -7327679.874121
  nChanged 8
		SP:Iteration 98Q (98837.340000 sec): 3 clusters
  Score: Raw -7333014.171004 + Penalty 5334.090758 = -7327680.080246
  nChanged 8
		SP:Iteration 99Q (98837.850000 sec): 3 clusters
  Score: Raw -7333014.420123 + Penalty 5334.090758 = -7327680.329364
  nChanged 8
		SP:Iteration 100F (98838.420000 sec): 3 clusters
  Score: Raw -7333014.617022 + Penalty 5334.090758 = -7327680.526264
  nChanged 7
		SP:Iteration 101Q (98838.940000 sec): 3 clusters
  Score: Raw -7333014.817909 + Penalty 5334.090758 = -7327680.727150
  nChanged 6
		SP:Iteration 102Q (98839.430000 sec): 3 clusters
  Score: Raw -7333014.986631 + Penalty 5334.090758 = -7327680.895873
  nChanged 6
		SP:Iteration 103Q (98839.940000 sec): 3 clusters
  Score: Raw -7333015.144084 + Penalty 5334.090758 = -7327681.053326
  nChanged 6
		SP:Iteration 104Q (98840.460000 sec): 3 clusters
  Score: Raw -7333015.308838 + Penalty 5334.090758 = -7327681.218080
  nChanged 6
		SP:Iteration 105Q (98840.980000 sec): 3 clusters
  Score: Raw -7333015.486048 + Penalty 5334.090758 = -7327681.395290
  nChanged 7
		SP:Iteration 106Q (98841.470000 sec): 3 clusters
  Score: Raw -7333015.724025 + Penalty 5334.090758 = -7327681.633266
  nChanged 9
		SP:Iteration 107Q (98842.000000 sec): 3 clusters
  Score: Raw -7333015.973726 + Penalty 5334.090758 = -7327681.882968
  nChanged 6
		SP:Iteration 108Q (98842.520000 sec): 3 clusters
  Score: Raw -7333016.079286 + Penalty 5334.090758 = -7327681.988527
  nChanged 2
		SP:Iteration 109Q (98843.000000 sec): 3 clusters
  Score: Raw -7333016.138719 + Penalty 5334.090758 = -7327682.047961
  nChanged 1
		SP:Iteration 110Q (98843.480000 sec): 3 clusters
  Score: Raw -7333016.163693 + Penalty 5334.090758 = -7327682.072935
  nChanged 2
		SP:Iteration 111Q (98843.960000 sec): 3 clusters
  Score: Raw -7333016.243523 + Penalty 5334.090758 = -7327682.152765
  nChanged 3
		SP:Iteration 112Q (98844.500000 sec): 3 clusters
  Score: Raw -7333016.298674 + Penalty 5334.090758 = -7327682.207916
  nChanged 2
		SP:Iteration 113Q (98845.020000 sec): 3 clusters
  Score: Raw -7333016.325802 + Penalty 5334.090758 = -7327682.235043
  nChanged 0
		SP:Iteration 114F (98845.470000 sec): 3 clusters
  Score: Raw -7333016.325802 + Penalty 5334.090758 = -7327682.235043
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (133157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98846.400000 sec): 2 clusters
  Score: Raw -20314099.970098 + Penalty 2926.222472 = -20311173.747626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98847.480000 sec): 3 clusters
  Score: Raw -20228013.528694 + Penalty 5852.444944 = -20222161.083750
  nChanged 63336
		SP:Iteration 1F (98848.590000 sec): 3 clusters
  Score: Raw -20265366.499535 + Penalty 5852.444944 = -20259514.054590
  nChanged 6170
		SP:Iteration 2Q (98849.720000 sec): 3 clusters
  Score: Raw -20268405.450541 + Penalty 5852.444944 = -20262553.005597
  nChanged 7750
		SP:Iteration 3F (98850.850000 sec): 3 clusters
  Score: Raw -20273327.009493 + Penalty 5852.444944 = -20267474.564549
  nChanged 9347
		SP:Iteration 4F (98851.950000 sec): 3 clusters
  Score: Raw -20280038.679831 + Penalty 5852.444944 = -20274186.234886
  nChanged 10109
		SP:Iteration 5F (98853.100000 sec): 3 clusters
  Score: Raw -20286796.303932 + Penalty 5852.444944 = -20280943.858987
  nChanged 9459
		SP:Iteration 6F (98854.170000 sec): 3 clusters
  Score: Raw -20292058.563459 + Penalty 5852.444944 = -20286206.118514
  nChanged 7709
		SP:Iteration 7F (98855.330000 sec): 3 clusters
  Score: Raw -20295706.933791 + Penalty 5852.444944 = -20289854.488846
  nChanged 5963
		SP:Iteration 8Q (98856.580000 sec): 3 clusters
  Score: Raw -20298098.905907 + Penalty 5852.444944 = -20292246.460962
  nChanged 4756
		SP:Iteration 9Q (98857.760000 sec): 3 clusters
  Score: Raw -20299777.536651 + Penalty 5852.444944 = -20293925.091707
  nChanged 3801
		SP:Iteration 10Q (98858.990000 sec): 3 clusters
  Score: Raw -20301058.269031 + Penalty 5852.444944 = -20295205.824087
  nChanged 3423
		SP:Iteration 11Q (98860.130000 sec): 3 clusters
  Score: Raw -20302256.058111 + Penalty 5852.444944 = -20296403.613167
  nChanged 3244
		SP:Iteration 12Q (98861.530000 sec): 3 clusters
  Score: Raw -20303478.847196 + Penalty 5852.444944 = -20297626.402252
  nChanged 3322
		SP:Iteration 13Q (98862.920000 sec): 3 clusters
  Score: Raw -20304838.395523 + Penalty 5852.444944 = -20298985.950579
  nChanged 3574
		SP:Iteration 14Q (98864.290000 sec): 3 clusters
  Score: Raw -20306308.671509 + Penalty 5852.444944 = -20300456.226565
  nChanged 3917
		SP:Iteration 15Q (98865.650000 sec): 3 clusters
  Score: Raw -20307875.672904 + Penalty 5852.444944 = -20302023.227959
  nChanged 4183
		SP:Iteration 16Q (98867.030000 sec): 3 clusters
  Score: Raw -20309459.482259 + Penalty 5852.444944 = -20303607.037315
  nChanged 4313
		SP:Iteration 17Q (98868.410000 sec): 3 clusters
  Score: Raw -20310969.143585 + Penalty 5852.444944 = -20305116.698641
  nChanged 4240
		SP:Iteration 18Q (98869.790000 sec): 3 clusters
  Score: Raw -20312382.559670 + Penalty 5852.444944 = -20306530.114726
  nChanged 4120
		SP:Iteration 19Q (98871.120000 sec): 3 clusters
  Score: Raw -20313656.956563 + Penalty 5852.444944 = -20307804.511618
  nChanged 3782
		SP:Iteration 20F (98872.430000 sec): 3 clusters
  Score: Raw -20314771.803318 + Penalty 5852.444944 = -20308919.358373
  nChanged 3578
		SP:Iteration 21Q (98873.480000 sec): 3 clusters
  Score: Raw -20315774.307818 + Penalty 5852.444944 = -20309921.862873
  nChanged 3369
		SP:Iteration 22Q (98874.560000 sec): 3 clusters
  Score: Raw -20316639.576162 + Penalty 5852.444944 = -20310787.131217
  nChanged 3005
		SP:Iteration 23Q (98875.690000 sec): 3 clusters
  Score: Raw -20317340.031109 + Penalty 5852.444944 = -20311487.586165
  nChanged 2761
		SP:Iteration 24Q (98876.850000 sec): 3 clusters
  Score: Raw -20317963.600593 + Penalty 5852.444944 = -20312111.155648
  nChanged 2634
		SP:Iteration 25Q (98877.960000 sec): 3 clusters
  Score: Raw -20318553.316863 + Penalty 5852.444944 = -20312700.871919
  nChanged 2435
		SP:Iteration 26Q (98879.170000 sec): 3 clusters
  Score: Raw -20319101.095697 + Penalty 5852.444944 = -20313248.650753
  nChanged 2231
		SP:Iteration 27Q (98880.260000 sec): 3 clusters
  Score: Raw -20319590.718419 + Penalty 5852.444944 = -20313738.273475
  nChanged 2059
		SP:Iteration 28Q (98881.450000 sec): 3 clusters
  Score: Raw -20320029.297739 + Penalty 5852.444944 = -20314176.852794
  nChanged 1902
		SP:Iteration 29Q (98882.610000 sec): 3 clusters
  Score: Raw -20320422.790488 + Penalty 5852.444944 = -20314570.345544
  nChanged 1776
		SP:Iteration 30Q (98883.770000 sec): 3 clusters
  Score: Raw -20320794.488252 + Penalty 5852.444944 = -20314942.043307
  nChanged 1664
		SP:Iteration 31Q (98884.970000 sec): 3 clusters
  Score: Raw -20321150.527036 + Penalty 5852.444944 = -20315298.082092
  nChanged 1543
		SP:Iteration 32Q (98886.120000 sec): 3 clusters
  Score: Raw -20321493.634715 + Penalty 5852.444944 = -20315641.189771
  nChanged 1386
		SP:Iteration 33Q (98887.270000 sec): 3 clusters
  Score: Raw -20321798.684287 + Penalty 5852.444944 = -20315946.239342
  nChanged 1231
		SP:Iteration 34Q (98888.400000 sec): 3 clusters
  Score: Raw -20322053.557705 + Penalty 5852.444944 = -20316201.112761
  nChanged 1126
		SP:Iteration 35Q (98889.590000 sec): 3 clusters
  Score: Raw -20322270.721301 + Penalty 5852.444944 = -20316418.276356
  nChanged 1072
		SP:Iteration 36Q (98890.760000 sec): 3 clusters
  Score: Raw -20322483.007913 + Penalty 5852.444944 = -20316630.562968
  nChanged 971
		SP:Iteration 37Q (98891.840000 sec): 3 clusters
  Score: Raw -20322657.848970 + Penalty 5852.444944 = -20316805.404026
  nChanged 818
		SP:Iteration 38Q (98893.010000 sec): 3 clusters
  Score: Raw -20322785.365776 + Penalty 5852.444944 = -20316932.920831
  nChanged 746
		SP:Iteration 39Q (98894.120000 sec): 3 clusters
  Score: Raw -20322892.763564 + Penalty 5852.444944 = -20317040.318619
  nChanged 640
		SP:Iteration 40F (98895.220000 sec): 3 clusters
  Score: Raw -20322976.335943 + Penalty 5852.444944 = -20317123.890998
  nChanged 529
		SP:Iteration 41Q (98896.180000 sec): 3 clusters
  Score: Raw -20323045.435883 + Penalty 5852.444944 = -20317192.990939
  nChanged 505
		SP:Iteration 42Q (98897.310000 sec): 3 clusters
  Score: Raw -20323107.670986 + Penalty 5852.444944 = -20317255.226041
  nChanged 456
		SP:Iteration 43Q (98898.340000 sec): 3 clusters
  Score: Raw -20323157.894872 + Penalty 5852.444944 = -20317305.449927
  nChanged 407
		SP:Iteration 44Q (98899.430000 sec): 3 clusters
  Score: Raw -20323200.748214 + Penalty 5852.444944 = -20317348.303270
  nChanged 344
		SP:Iteration 45Q (98900.510000 sec): 3 clusters
  Score: Raw -20323232.846926 + Penalty 5852.444944 = -20317380.401981
  nChanged 283
		SP:Iteration 46Q (98901.550000 sec): 3 clusters
  Score: Raw -20323255.168441 + Penalty 5852.444944 = -20317402.723497
  nChanged 255
		SP:Iteration 47Q (98902.680000 sec): 3 clusters
  Score: Raw -20323274.193805 + Penalty 5852.444944 = -20317421.748860
  nChanged 231
		SP:Iteration 48Q (98903.740000 sec): 3 clusters
  Score: Raw -20323291.605594 + Penalty 5852.444944 = -20317439.160650
  nChanged 219
		SP:Iteration 49Q (98904.780000 sec): 3 clusters
  Score: Raw -20323305.823228 + Penalty 5852.444944 = -20317453.378284
  nChanged 188
		SP:Iteration 50Q (98905.900000 sec): 3 clusters
  Score: Raw -20323318.063475 + Penalty 5852.444944 = -20317465.618531
  nChanged 175
		SP:Iteration 51Q (98906.970000 sec): 3 clusters
  Score: Raw -20323328.994933 + Penalty 5852.444944 = -20317476.549988
  nChanged 155
		SP:Iteration 52Q (98908.080000 sec): 3 clusters
  Score: Raw -20323338.375247 + Penalty 5852.444944 = -20317485.930302
  nChanged 150
		SP:Iteration 53Q (98909.140000 sec): 3 clusters
  Score: Raw -20323345.887080 + Penalty 5852.444944 = -20317493.442136
  nChanged 116
		SP:Iteration 54Q (98910.260000 sec): 3 clusters
  Score: Raw -20323350.903609 + Penalty 5852.444944 = -20317498.458664
  nChanged 88
		SP:Iteration 55Q (98911.330000 sec): 3 clusters
  Score: Raw -20323354.888153 + Penalty 5852.444944 = -20317502.443208
  nChanged 88
		SP:Iteration 56Q (98912.390000 sec): 3 clusters
  Score: Raw -20323358.850132 + Penalty 5852.444944 = -20317506.405187
  nChanged 85
		SP:Iteration 57Q (98913.420000 sec): 3 clusters
  Score: Raw -20323362.353211 + Penalty 5852.444944 = -20317509.908267
  nChanged 70
		SP:Iteration 58Q (98914.460000 sec): 3 clusters
  Score: Raw -20323365.269497 + Penalty 5852.444944 = -20317512.824552
  nChanged 77
		SP:Iteration 59Q (98915.560000 sec): 3 clusters
  Score: Raw -20323368.342435 + Penalty 5852.444944 = -20317515.897490
  nChanged 75
		SP:Iteration 60F (98916.610000 sec): 3 clusters
  Score: Raw -20323371.296815 + Penalty 5852.444944 = -20317518.851870
  nChanged 70
		SP:Iteration 61Q (98917.770000 sec): 3 clusters
  Score: Raw -20323373.667191 + Penalty 5852.444944 = -20317521.222246
  nChanged 62
		SP:Iteration 62Q (98918.890000 sec): 3 clusters
  Score: Raw -20323375.579181 + Penalty 5852.444944 = -20317523.134236
  nChanged 54
		SP:Iteration 63Q (98919.930000 sec): 3 clusters
  Score: Raw -20323377.518922 + Penalty 5852.444944 = -20317525.073978
  nChanged 60
		SP:Iteration 64Q (98921.020000 sec): 3 clusters
  Score: Raw -20323380.092599 + Penalty 5852.444944 = -20317527.647655
  nChanged 79
		SP:Iteration 65Q (98922.110000 sec): 3 clusters
  Score: Raw -20323382.996377 + Penalty 5852.444944 = -20317530.551432
  nChanged 71
		SP:Iteration 66Q (98923.230000 sec): 3 clusters
  Score: Raw -20323385.639162 + Penalty 5852.444944 = -20317533.194217
  nChanged 77
		SP:Iteration 67Q (98924.410000 sec): 3 clusters
  Score: Raw -20323388.257104 + Penalty 5852.444944 = -20317535.812159
  nChanged 60
		SP:Iteration 68Q (98925.500000 sec): 3 clusters
  Score: Raw -20323390.547242 + Penalty 5852.444944 = -20317538.102297
  nChanged 55
		SP:Iteration 69Q (98926.510000 sec): 3 clusters
  Score: Raw -20323392.584236 + Penalty 5852.444944 = -20317540.139291
  nChanged 50
		SP:Iteration 70Q (98927.560000 sec): 3 clusters
  Score: Raw -20323394.423350 + Penalty 5852.444944 = -20317541.978406
  nChanged 49
		SP:Iteration 71Q (98928.580000 sec): 3 clusters
  Score: Raw -20323396.452863 + Penalty 5852.444944 = -20317544.007919
  nChanged 44
		SP:Iteration 72Q (98929.600000 sec): 3 clusters
  Score: Raw -20323397.881717 + Penalty 5852.444944 = -20317545.436773
  nChanged 41
		SP:Iteration 73Q (98930.690000 sec): 3 clusters
  Score: Raw -20323399.258585 + Penalty 5852.444944 = -20317546.813641
  nChanged 41
		SP:Iteration 74Q (98931.820000 sec): 3 clusters
  Score: Raw -20323400.862168 + Penalty 5852.444944 = -20317548.417223
  nChanged 41
		SP:Iteration 75Q (98932.880000 sec): 3 clusters
  Score: Raw -20323402.574050 + Penalty 5852.444944 = -20317550.129106
  nChanged 44
		SP:Iteration 76Q (98934.000000 sec): 3 clusters
  Score: Raw -20323404.056106 + Penalty 5852.444944 = -20317551.611162
  nChanged 49
		SP:Iteration 77Q (98935.100000 sec): 3 clusters
  Score: Raw -20323405.857864 + Penalty 5852.444944 = -20317553.412919
  nChanged 51
		SP:Iteration 78Q (98936.250000 sec): 3 clusters
  Score: Raw -20323407.985892 + Penalty 5852.444944 = -20317555.540948
  nChanged 46
		SP:Iteration 79Q (98937.360000 sec): 3 clusters
  Score: Raw -20323410.017426 + Penalty 5852.444944 = -20317557.572482
  nChanged 53
		SP:Iteration 80F (98938.330000 sec): 3 clusters
  Score: Raw -20323412.607700 + Penalty 5852.444944 = -20317560.162756
  nChanged 60
		SP:Iteration 81Q (98939.470000 sec): 3 clusters
  Score: Raw -20323415.270753 + Penalty 5852.444944 = -20317562.825808
  nChanged 58
		SP:Iteration 82Q (98940.530000 sec): 3 clusters
  Score: Raw -20323417.801963 + Penalty 5852.444944 = -20317565.357019
  nChanged 66
		SP:Iteration 83Q (98941.590000 sec): 3 clusters
  Score: Raw -20323420.834218 + Penalty 5852.444944 = -20317568.389273
  nChanged 77
		SP:Iteration 84Q (98942.700000 sec): 3 clusters
  Score: Raw -20323425.035001 + Penalty 5852.444944 = -20317572.590057
  nChanged 66
		SP:Iteration 85Q (98943.770000 sec): 3 clusters
  Score: Raw -20323427.867430 + Penalty 5852.444944 = -20317575.422485
  nChanged 63
		SP:Iteration 86Q (98944.940000 sec): 3 clusters
  Score: Raw -20323430.438964 + Penalty 5852.444944 = -20317577.994019
  nChanged 50
		SP:Iteration 87Q (98946.040000 sec): 3 clusters
  Score: Raw -20323432.075244 + Penalty 5852.444944 = -20317579.630299
  nChanged 30
		SP:Iteration 88Q (98947.010000 sec): 3 clusters
  Score: Raw -20323432.946640 + Penalty 5852.444944 = -20317580.501695
  nChanged 23
		SP:Iteration 89Q (98948.160000 sec): 3 clusters
  Score: Raw -20323433.662858 + Penalty 5852.444944 = -20317581.217914
  nChanged 26
		SP:Iteration 90Q (98949.230000 sec): 3 clusters
  Score: Raw -20323434.381464 + Penalty 5852.444944 = -20317581.936519
  nChanged 26
		SP:Iteration 91Q (98950.380000 sec): 3 clusters
  Score: Raw -20323435.203568 + Penalty 5852.444944 = -20317582.758623
  nChanged 25
		SP:Iteration 92Q (98951.520000 sec): 3 clusters
  Score: Raw -20323436.104347 + Penalty 5852.444944 = -20317583.659402
  nChanged 24
		SP:Iteration 93Q (98952.820000 sec): 3 clusters
  Score: Raw -20323436.742760 + Penalty 5852.444944 = -20317584.297816
  nChanged 28
		SP:Iteration 94Q (98954.080000 sec): 3 clusters
  Score: Raw -20323437.639465 + Penalty 5852.444944 = -20317585.194521
  nChanged 34
		SP:Iteration 95Q (98955.350000 sec): 3 clusters
  Score: Raw -20323438.589690 + Penalty 5852.444944 = -20317586.144746
  nChanged 26
		SP:Iteration 96Q (98956.610000 sec): 3 clusters
  Score: Raw -20323439.326901 + Penalty 5852.444944 = -20317586.881957
  nChanged 20
		SP:Iteration 97Q (98957.880000 sec): 3 clusters
  Score: Raw -20323439.869354 + Penalty 5852.444944 = -20317587.424410
  nChanged 23
		SP:Iteration 98Q (98959.160000 sec): 3 clusters
  Score: Raw -20323440.425043 + Penalty 5852.444944 = -20317587.980099
  nChanged 19
		SP:Iteration 99Q (98960.420000 sec): 3 clusters
  Score: Raw -20323440.878117 + Penalty 5852.444944 = -20317588.433173
  nChanged 16
		SP:Iteration 100F (98961.740000 sec): 3 clusters
  Score: Raw -20323441.144402 + Penalty 5852.444944 = -20317588.699458
  nChanged 7
		SP:Iteration 101Q (98962.970000 sec): 3 clusters
  Score: Raw -20323441.277268 + Penalty 5852.444944 = -20317588.832324
  nChanged 8
		SP:Iteration 102Q (98964.210000 sec): 3 clusters
  Score: Raw -20323441.530659 + Penalty 5852.444944 = -20317589.085715
  nChanged 13
		SP:Iteration 103Q (98965.290000 sec): 3 clusters
  Score: Raw -20323441.753760 + Penalty 5852.444944 = -20317589.308815
  nChanged 8
		SP:Iteration 104Q (98966.360000 sec): 3 clusters
  Score: Raw -20323441.935847 + Penalty 5852.444944 = -20317589.490903
  nChanged 5
		SP:Iteration 105Q (98967.480000 sec): 3 clusters
  Score: Raw -20323442.011249 + Penalty 5852.444944 = -20317589.566304
  nChanged 2
		SP:Iteration 106Q (98968.510000 sec): 3 clusters
  Score: Raw -20323442.068606 + Penalty 5852.444944 = -20317589.623662
  nChanged 4
		SP:Iteration 107Q (98969.580000 sec): 3 clusters
  Score: Raw -20323442.234893 + Penalty 5852.444944 = -20317589.789949
  nChanged 4
		SP:Iteration 108Q (98970.680000 sec): 3 clusters
  Score: Raw -20323442.351392 + Penalty 5852.444944 = -20317589.906447
  nChanged 6
		SP:Iteration 109Q (98971.750000 sec): 3 clusters
  Score: Raw -20323442.525756 + Penalty 5852.444944 = -20317590.080811
  nChanged 10
		SP:Iteration 110Q (98972.820000 sec): 3 clusters
  Score: Raw -20323442.870471 + Penalty 5852.444944 = -20317590.425527
  nChanged 12
		SP:Iteration 111Q (98973.960000 sec): 3 clusters
  Score: Raw -20323443.351474 + Penalty 5852.444944 = -20317590.906529
  nChanged 14
		SP:Iteration 112Q (98974.960000 sec): 3 clusters
  Score: Raw -20323443.885411 + Penalty 5852.444944 = -20317591.440467
  nChanged 16
		SP:Iteration 113Q (98976.000000 sec): 3 clusters
  Score: Raw -20323444.608413 + Penalty 5852.444944 = -20317592.163468
  nChanged 22
		SP:Iteration 114Q (98977.090000 sec): 3 clusters
  Score: Raw -20323445.458294 + Penalty 5852.444944 = -20317593.013349
  nChanged 20
		SP:Iteration 115Q (98978.110000 sec): 3 clusters
  Score: Raw -20323445.960408 + Penalty 5852.444944 = -20317593.515463
  nChanged 15
		SP:Iteration 116Q (98979.290000 sec): 3 clusters
  Score: Raw -20323446.455796 + Penalty 5852.444944 = -20317594.010852
  nChanged 17
		SP:Iteration 117Q (98980.310000 sec): 3 clusters
  Score: Raw -20323446.956295 + Penalty 5852.444944 = -20317594.511350
  nChanged 21
		SP:Iteration 118Q (98981.330000 sec): 3 clusters
  Score: Raw -20323447.594815 + Penalty 5852.444944 = -20317595.149870
  nChanged 18
		SP:Iteration 119Q (98982.400000 sec): 3 clusters
  Score: Raw -20323448.146883 + Penalty 5852.444944 = -20317595.701938
  nChanged 18
		SP:Iteration 120F (98983.410000 sec): 3 clusters
  Score: Raw -20323448.796001 + Penalty 5852.444944 = -20317596.351057
  nChanged 17
		SP:Iteration 121Q (98984.460000 sec): 3 clusters
  Score: Raw -20323449.542930 + Penalty 5852.444944 = -20317597.097986
  nChanged 14
		SP:Iteration 122Q (98985.490000 sec): 3 clusters
  Score: Raw -20323449.952860 + Penalty 5852.444944 = -20317597.507916
  nChanged 17
		SP:Iteration 123Q (98986.450000 sec): 3 clusters
  Score: Raw -20323450.563150 + Penalty 5852.444944 = -20317598.118206
  nChanged 18
		SP:Iteration 124Q (98987.460000 sec): 3 clusters
  Score: Raw -20323451.156342 + Penalty 5852.444944 = -20317598.711398
  nChanged 18
		SP:Iteration 125Q (98988.540000 sec): 3 clusters
  Score: Raw -20323451.836023 + Penalty 5852.444944 = -20317599.391079
  nChanged 19
		SP:Iteration 126Q (98989.620000 sec): 3 clusters
  Score: Raw -20323452.457303 + Penalty 5852.444944 = -20317600.012359
  nChanged 24
		SP:Iteration 127Q (98990.630000 sec): 3 clusters
  Score: Raw -20323453.295561 + Penalty 5852.444944 = -20317600.850616
  nChanged 27
		SP:Iteration 128Q (98991.690000 sec): 3 clusters
  Score: Raw -20323454.300822 + Penalty 5852.444944 = -20317601.855877
  nChanged 32
		SP:Iteration 129Q (98992.770000 sec): 3 clusters
  Score: Raw -20323455.538952 + Penalty 5852.444944 = -20317603.094008
  nChanged 32
		SP:Iteration 130Q (98993.860000 sec): 3 clusters
  Score: Raw -20323456.654211 + Penalty 5852.444944 = -20317604.209266
  nChanged 30
		SP:Iteration 131Q (98994.880000 sec): 3 clusters
  Score: Raw -20323458.059592 + Penalty 5852.444944 = -20317605.614647
  nChanged 41
		SP:Iteration 132Q (98995.900000 sec): 3 clusters
  Score: Raw -20323459.768552 + Penalty 5852.444944 = -20317607.323608
  nChanged 40
		SP:Iteration 133Q (98996.940000 sec): 3 clusters
  Score: Raw -20323461.336124 + Penalty 5852.444944 = -20317608.891180
  nChanged 40
		SP:Iteration 134Q (98998.030000 sec): 3 clusters
  Score: Raw -20323462.869972 + Penalty 5852.444944 = -20317610.425027
  nChanged 43
		SP:Iteration 135Q (98999.100000 sec): 3 clusters
  Score: Raw -20323464.620562 + Penalty 5852.444944 = -20317612.175617
  nChanged 53
		SP:Iteration 136Q (99000.210000 sec): 3 clusters
  Score: Raw -20323467.697202 + Penalty 5852.444944 = -20317615.252257
  nChanged 65
		SP:Iteration 137Q (99001.350000 sec): 3 clusters
  Score: Raw -20323470.934281 + Penalty 5852.444944 = -20317618.489337
  nChanged 70
		SP:Iteration 138Q (99002.360000 sec): 3 clusters
  Score: Raw -20323474.457761 + Penalty 5852.444944 = -20317622.012816
  nChanged 77
		SP:Iteration 139Q (99003.360000 sec): 3 clusters
  Score: Raw -20323479.245142 + Penalty 5852.444944 = -20317626.800197
  nChanged 83
		SP:Iteration 140F (99004.470000 sec): 3 clusters
  Score: Raw -20323484.601437 + Penalty 5852.444944 = -20317632.156493
  nChanged 104
		SP:Iteration 141Q (99005.570000 sec): 3 clusters
  Score: Raw -20323491.195181 + Penalty 5852.444944 = -20317638.750237
  nChanged 117
		SP:Iteration 142Q (99006.630000 sec): 3 clusters
  Score: Raw -20323498.285126 + Penalty 5852.444944 = -20317645.840182
  nChanged 115
		SP:Iteration 143Q (99007.760000 sec): 3 clusters
  Score: Raw -20323506.916197 + Penalty 5852.444944 = -20317654.471252
  nChanged 147
		SP:Iteration 144Q (99008.830000 sec): 3 clusters
  Score: Raw -20323518.989030 + Penalty 5852.444944 = -20317666.544086
  nChanged 158
		SP:Iteration 145Q (99009.910000 sec): 3 clusters
  Score: Raw -20323530.980541 + Penalty 5852.444944 = -20317678.535597
  nChanged 143
		SP:Iteration 146Q (99011.070000 sec): 3 clusters
  Score: Raw -20323542.514559 + Penalty 5852.444944 = -20317690.069614
  nChanged 146
		SP:Iteration 147Q (99012.200000 sec): 3 clusters
  Score: Raw -20323554.185053 + Penalty 5852.444944 = -20317701.740109
  nChanged 162
		SP:Iteration 148Q (99013.280000 sec): 3 clusters
  Score: Raw -20323570.234204 + Penalty 5852.444944 = -20317717.789259
  nChanged 175
		SP:Iteration 149Q (99014.340000 sec): 3 clusters
  Score: Raw -20323586.435358 + Penalty 5852.444944 = -20317733.990414
  nChanged 187
		SP:Iteration 150Q (99015.410000 sec): 3 clusters
  Score: Raw -20323603.228816 + Penalty 5852.444944 = -20317750.783872
  nChanged 144
		SP:Iteration 151Q (99016.460000 sec): 3 clusters
  Score: Raw -20323616.730000 + Penalty 5852.444944 = -20317764.285056
  nChanged 134
		SP:Iteration 152Q (99017.520000 sec): 3 clusters
  Score: Raw -20323630.515737 + Penalty 5852.444944 = -20317778.070793
  nChanged 149
		SP:Iteration 153Q (99018.600000 sec): 3 clusters
  Score: Raw -20323644.760650 + Penalty 5852.444944 = -20317792.315706
  nChanged 132
		SP:Iteration 154Q (99019.700000 sec): 3 clusters
  Score: Raw -20323656.324661 + Penalty 5852.444944 = -20317803.879717
  nChanged 112
		SP:Iteration 155Q (99020.800000 sec): 3 clusters
  Score: Raw -20323664.304694 + Penalty 5852.444944 = -20317811.859750
  nChanged 72
		SP:Iteration 156Q (99021.950000 sec): 3 clusters
  Score: Raw -20323668.516929 + Penalty 5852.444944 = -20317816.071985
  nChanged 67
		SP:Iteration 157Q (99023.030000 sec): 3 clusters
  Score: Raw -20323672.760500 + Penalty 5852.444944 = -20317820.315556
  nChanged 65
		SP:Iteration 158Q (99024.080000 sec): 3 clusters
  Score: Raw -20323676.582588 + Penalty 5852.444944 = -20317824.137644
  nChanged 59
		SP:Iteration 159Q (99025.230000 sec): 3 clusters
  Score: Raw -20323680.053694 + Penalty 5852.444944 = -20317827.608750
  nChanged 63
		SP:Iteration 160F (99026.260000 sec): 3 clusters
  Score: Raw -20323683.506696 + Penalty 5852.444944 = -20317831.061752
  nChanged 50
		SP:Iteration 161Q (99027.370000 sec): 3 clusters
  Score: Raw -20323686.993364 + Penalty 5852.444944 = -20317834.548420
  nChanged 60
		SP:Iteration 162Q (99028.440000 sec): 3 clusters
  Score: Raw -20323690.576935 + Penalty 5852.444944 = -20317838.131991
  nChanged 49
		SP:Iteration 163Q (99029.620000 sec): 3 clusters
  Score: Raw -20323693.509643 + Penalty 5852.444944 = -20317841.064699
  nChanged 52
		SP:Iteration 164Q (99030.740000 sec): 3 clusters
  Score: Raw -20323696.328570 + Penalty 5852.444944 = -20317843.883625
  nChanged 40
		SP:Iteration 165Q (99031.740000 sec): 3 clusters
  Score: Raw -20323698.638522 + Penalty 5852.444944 = -20317846.193578
  nChanged 36
		SP:Iteration 166Q (99032.780000 sec): 3 clusters
  Score: Raw -20323700.344794 + Penalty 5852.444944 = -20317847.899849
  nChanged 39
		SP:Iteration 167Q (99033.800000 sec): 3 clusters
  Score: Raw -20323702.586405 + Penalty 5852.444944 = -20317850.141460
  nChanged 37
		SP:Iteration 168Q (99034.860000 sec): 3 clusters
  Score: Raw -20323704.308783 + Penalty 5852.444944 = -20317851.863838
  nChanged 36
		SP:Iteration 169Q (99036.000000 sec): 3 clusters
  Score: Raw -20323706.349658 + Penalty 5852.444944 = -20317853.904714
  nChanged 31
		SP:Iteration 170Q (99037.060000 sec): 3 clusters
  Score: Raw -20323707.451143 + Penalty 5852.444944 = -20317855.006198
  nChanged 24
		SP:Iteration 171Q (99038.210000 sec): 3 clusters
  Score: Raw -20323708.643427 + Penalty 5852.444944 = -20317856.198482
  nChanged 17
		SP:Iteration 172Q (99039.340000 sec): 3 clusters
  Score: Raw -20323709.640207 + Penalty 5852.444944 = -20317857.195262
  nChanged 18
		SP:Iteration 173Q (99040.460000 sec): 3 clusters
  Score: Raw -20323710.400128 + Penalty 5852.444944 = -20317857.955183
  nChanged 16
		SP:Iteration 174Q (99041.660000 sec): 3 clusters
  Score: Raw -20323711.022710 + Penalty 5852.444944 = -20317858.577765
  nChanged 8
		SP:Iteration 175Q (99042.880000 sec): 3 clusters
  Score: Raw -20323711.617350 + Penalty 5852.444944 = -20317859.172406
  nChanged 9
		SP:Iteration 176Q (99044.150000 sec): 3 clusters
  Score: Raw -20323712.134942 + Penalty 5852.444944 = -20317859.689997
  nChanged 10
		SP:Iteration 177Q (99045.380000 sec): 3 clusters
  Score: Raw -20323712.438799 + Penalty 5852.444944 = -20317859.993854
  nChanged 10
		SP:Iteration 178Q (99046.640000 sec): 3 clusters
  Score: Raw -20323712.894841 + Penalty 5852.444944 = -20317860.449897
  nChanged 7
		SP:Iteration 179Q (99047.820000 sec): 3 clusters
  Score: Raw -20323713.160402 + Penalty 5852.444944 = -20317860.715458
  nChanged 7
		SP:Iteration 180F (99049.060000 sec): 3 clusters
  Score: Raw -20323713.521326 + Penalty 5852.444944 = -20317861.076381
  nChanged 5
		SP:Iteration 181Q (99050.250000 sec): 3 clusters
  Score: Raw -20323713.731070 + Penalty 5852.444944 = -20317861.286125
  nChanged 7
		SP:Iteration 182Q (99051.490000 sec): 3 clusters
  Score: Raw -20323713.977793 + Penalty 5852.444944 = -20317861.532849
  nChanged 5
		SP:Iteration 183Q (99052.730000 sec): 3 clusters
  Score: Raw -20323714.181328 + Penalty 5852.444944 = -20317861.736384
  nChanged 1
		SP:Iteration 184Q (99053.960000 sec): 3 clusters
  Score: Raw -20323714.208474 + Penalty 5852.444944 = -20317861.763530
  nChanged 2
		SP:Iteration 185Q (99054.890000 sec): 3 clusters
  Score: Raw -20323714.277105 + Penalty 5852.444944 = -20317861.832160
  nChanged 0
		SP:Iteration 186F (99055.940000 sec): 3 clusters
  Score: Raw -20323714.277105 + Penalty 5852.444944 = -20317861.832160
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (284213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99057.570000 sec): 2 clusters
  Score: Raw -43735282.430516 + Penalty 3114.254851 = -43732168.175666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99059.690000 sec): 3 clusters
  Score: Raw -43547013.084940 + Penalty 6228.509701 = -43540784.575239
  nChanged 137820
		SP:Iteration 1F (99062.030000 sec): 3 clusters
  Score: Raw -43631893.017034 + Penalty 6228.509701 = -43625664.507333
  nChanged 11738
		SP:Iteration 2Q (99064.410000 sec): 3 clusters
  Score: Raw -43636176.816068 + Penalty 6228.509701 = -43629948.306367
  nChanged 13376
		SP:Iteration 3Q (99066.760000 sec): 3 clusters
  Score: Raw -43641974.467120 + Penalty 6228.509701 = -43635745.957419
  nChanged 15393
		SP:Iteration 4F (99068.890000 sec): 3 clusters
  Score: Raw -43649940.241801 + Penalty 6228.509701 = -43643711.732100
  nChanged 17551
		SP:Iteration 5F (99071.020000 sec): 3 clusters
  Score: Raw -43661068.620028 + Penalty 6228.509701 = -43654840.110327
  nChanged 19761
		SP:Iteration 6F (99073.290000 sec): 3 clusters
  Score: Raw -43676392.543526 + Penalty 6228.509701 = -43670164.033825
  nChanged 21188
		SP:Iteration 7F (99075.430000 sec): 3 clusters
  Score: Raw -43694109.498815 + Penalty 6228.509701 = -43687880.989113
  nChanged 19799
		SP:Iteration 8F (99077.630000 sec): 3 clusters
  Score: Raw -43708551.025347 + Penalty 6228.509701 = -43702322.515646
  nChanged 15343
		SP:Iteration 9F (99079.700000 sec): 3 clusters
  Score: Raw -43717771.561546 + Penalty 6228.509701 = -43711543.051845
  nChanged 11110
		SP:Iteration 10Q (99081.980000 sec): 3 clusters
  Score: Raw -43723983.516719 + Penalty 6228.509701 = -43717755.007018
  nChanged 8344
		SP:Iteration 11Q (99084.110000 sec): 3 clusters
  Score: Raw -43729326.333445 + Penalty 6228.509701 = -43723097.823744
  nChanged 6705
		SP:Iteration 12Q (99086.480000 sec): 3 clusters
  Score: Raw -43734133.301835 + Penalty 6228.509701 = -43727904.792134
  nChanged 5699
		SP:Iteration 13Q (99088.790000 sec): 3 clusters
  Score: Raw -43737974.652736 + Penalty 6228.509701 = -43731746.143035
  nChanged 4650
		SP:Iteration 14Q (99090.900000 sec): 3 clusters
  Score: Raw -43740372.056390 + Penalty 6228.509701 = -43734143.546688
  nChanged 3911
		SP:Iteration 15Q (99093.110000 sec): 3 clusters
  Score: Raw -43741970.642106 + Penalty 6228.509701 = -43735742.132405
  nChanged 3387
		SP:Iteration 16Q (99095.280000 sec): 3 clusters
  Score: Raw -43743098.489363 + Penalty 6228.509701 = -43736869.979662
  nChanged 2939
		SP:Iteration 17Q (99097.470000 sec): 3 clusters
  Score: Raw -43743958.231319 + Penalty 6228.509701 = -43737729.721618
  nChanged 2654
		SP:Iteration 18Q (99099.570000 sec): 3 clusters
  Score: Raw -43744670.744175 + Penalty 6228.509701 = -43738442.234474
  nChanged 2293
		SP:Iteration 19Q (99101.690000 sec): 3 clusters
  Score: Raw -43745218.065700 + Penalty 6228.509701 = -43738989.555999
  nChanged 2124
		SP:Iteration 20F (99103.850000 sec): 3 clusters
  Score: Raw -43745676.162832 + Penalty 6228.509701 = -43739447.653130
  nChanged 1973
		SP:Iteration 21Q (99105.990000 sec): 3 clusters
  Score: Raw -43746074.180905 + Penalty 6228.509701 = -43739845.671204
  nChanged 1812
		SP:Iteration 22Q (99108.210000 sec): 3 clusters
  Score: Raw -43746415.971126 + Penalty 6228.509701 = -43740187.461425
  nChanged 1602
		SP:Iteration 23Q (99110.450000 sec): 3 clusters
  Score: Raw -43746679.099899 + Penalty 6228.509701 = -43740450.590198
  nChanged 1358
		SP:Iteration 24Q (99112.660000 sec): 3 clusters
  Score: Raw -43746880.059241 + Penalty 6228.509701 = -43740651.549540
  nChanged 1265
		SP:Iteration 25Q (99114.720000 sec): 3 clusters
  Score: Raw -43747066.131309 + Penalty 6228.509701 = -43740837.621608
  nChanged 1191
		SP:Iteration 26Q (99116.820000 sec): 3 clusters
  Score: Raw -43747234.438148 + Penalty 6228.509701 = -43741005.928447
  nChanged 1092
		SP:Iteration 27Q (99118.960000 sec): 3 clusters
  Score: Raw -43747380.087278 + Penalty 6228.509701 = -43741151.577577
  nChanged 1017
		SP:Iteration 28Q (99121.010000 sec): 3 clusters
  Score: Raw -43747509.856729 + Penalty 6228.509701 = -43741281.347028
  nChanged 950
		SP:Iteration 29Q (99123.170000 sec): 3 clusters
  Score: Raw -43747631.552004 + Penalty 6228.509701 = -43741403.042303
  nChanged 882
		SP:Iteration 30Q (99125.250000 sec): 3 clusters
  Score: Raw -43747744.612667 + Penalty 6228.509701 = -43741516.102965
  nChanged 816
		SP:Iteration 31Q (99127.440000 sec): 3 clusters
  Score: Raw -43747843.255829 + Penalty 6228.509701 = -43741614.746128
  nChanged 806
		SP:Iteration 32Q (99129.790000 sec): 3 clusters
  Score: Raw -43747936.093438 + Penalty 6228.509701 = -43741707.583737
  nChanged 730
		SP:Iteration 33Q (99132.160000 sec): 3 clusters
  Score: Raw -43748014.539703 + Penalty 6228.509701 = -43741786.030002
  nChanged 707
		SP:Iteration 34Q (99134.480000 sec): 3 clusters
  Score: Raw -43748086.164441 + Penalty 6228.509701 = -43741857.654740
  nChanged 606
		SP:Iteration 35Q (99136.850000 sec): 3 clusters
  Score: Raw -43748141.079957 + Penalty 6228.509701 = -43741912.570256
  nChanged 581
		SP:Iteration 36Q (99139.220000 sec): 3 clusters
  Score: Raw -43748192.510078 + Penalty 6228.509701 = -43741964.000377
  nChanged 541
		SP:Iteration 37Q (99141.340000 sec): 3 clusters
  Score: Raw -43748238.220837 + Penalty 6228.509701 = -43742009.711136
  nChanged 485
		SP:Iteration 38Q (99143.400000 sec): 3 clusters
  Score: Raw -43748276.399535 + Penalty 6228.509701 = -43742047.889834
  nChanged 456
		SP:Iteration 39Q (99145.290000 sec): 3 clusters
  Score: Raw -43748308.500314 + Penalty 6228.509701 = -43742079.990613
  nChanged 411
		SP:Iteration 40F (99147.330000 sec): 3 clusters
  Score: Raw -43748335.534843 + Penalty 6228.509701 = -43742107.025142
  nChanged 370
		SP:Iteration 41Q (99149.410000 sec): 3 clusters
  Score: Raw -43748357.910467 + Penalty 6228.509701 = -43742129.400766
  nChanged 324
		SP:Iteration 42Q (99151.600000 sec): 3 clusters
  Score: Raw -43748375.795730 + Penalty 6228.509701 = -43742147.286029
  nChanged 292
		SP:Iteration 43Q (99153.660000 sec): 3 clusters
  Score: Raw -43748394.184741 + Penalty 6228.509701 = -43742165.675040
  nChanged 281
		SP:Iteration 44Q (99155.780000 sec): 3 clusters
  Score: Raw -43748410.568340 + Penalty 6228.509701 = -43742182.058638
  nChanged 264
		SP:Iteration 45Q (99157.790000 sec): 3 clusters
  Score: Raw -43748425.046746 + Penalty 6228.509701 = -43742196.537045
  nChanged 243
		SP:Iteration 46Q (99159.860000 sec): 3 clusters
  Score: Raw -43748437.355457 + Penalty 6228.509701 = -43742208.845756
  nChanged 232
		SP:Iteration 47Q (99161.850000 sec): 3 clusters
  Score: Raw -43748447.585638 + Penalty 6228.509701 = -43742219.075937
  nChanged 201
		SP:Iteration 48Q (99163.920000 sec): 3 clusters
  Score: Raw -43748455.874590 + Penalty 6228.509701 = -43742227.364889
  nChanged 175
		SP:Iteration 49Q (99165.930000 sec): 3 clusters
  Score: Raw -43748462.611220 + Penalty 6228.509701 = -43742234.101519
  nChanged 166
		SP:Iteration 50Q (99168.010000 sec): 3 clusters
  Score: Raw -43748468.154050 + Penalty 6228.509701 = -43742239.644348
  nChanged 161
		SP:Iteration 51Q (99170.130000 sec): 3 clusters
  Score: Raw -43748473.051190 + Penalty 6228.509701 = -43742244.541489
  nChanged 135
		SP:Iteration 52Q (99172.080000 sec): 3 clusters
  Score: Raw -43748477.258560 + Penalty 6228.509701 = -43742248.748859
  nChanged 138
		SP:Iteration 53Q (99174.120000 sec): 3 clusters
  Score: Raw -43748481.153717 + Penalty 6228.509701 = -43742252.644016
  nChanged 129
		SP:Iteration 54Q (99176.230000 sec): 3 clusters
  Score: Raw -43748484.996239 + Penalty 6228.509701 = -43742256.486538
  nChanged 127
		SP:Iteration 55Q (99178.360000 sec): 3 clusters
  Score: Raw -43748488.504892 + Penalty 6228.509701 = -43742259.995191
  nChanged 109
		SP:Iteration 56Q (99180.470000 sec): 3 clusters
  Score: Raw -43748491.357837 + Penalty 6228.509701 = -43742262.848136
  nChanged 100
		SP:Iteration 57Q (99182.600000 sec): 3 clusters
  Score: Raw -43748493.864419 + Penalty 6228.509701 = -43742265.354718
  nChanged 88
		SP:Iteration 58Q (99184.620000 sec): 3 clusters
  Score: Raw -43748496.115149 + Penalty 6228.509701 = -43742267.605448
  nChanged 85
		SP:Iteration 59Q (99186.640000 sec): 3 clusters
  Score: Raw -43748498.136594 + Penalty 6228.509701 = -43742269.626893
  nChanged 83
		SP:Iteration 60F (99188.650000 sec): 3 clusters
  Score: Raw -43748500.009239 + Penalty 6228.509701 = -43742271.499538
  nChanged 73
		SP:Iteration 61Q (99190.730000 sec): 3 clusters
  Score: Raw -43748501.388974 + Penalty 6228.509701 = -43742272.879273
  nChanged 67
		SP:Iteration 62Q (99192.800000 sec): 3 clusters
  Score: Raw -43748502.559026 + Penalty 6228.509701 = -43742274.049325
  nChanged 56
		SP:Iteration 63Q (99194.820000 sec): 3 clusters
  Score: Raw -43748503.488808 + Penalty 6228.509701 = -43742274.979107
  nChanged 48
		SP:Iteration 64Q (99196.920000 sec): 3 clusters
  Score: Raw -43748504.154709 + Penalty 6228.509701 = -43742275.645008
  nChanged 46
		SP:Iteration 65Q (99198.950000 sec): 3 clusters
  Score: Raw -43748504.810797 + Penalty 6228.509701 = -43742276.301096
  nChanged 36
		SP:Iteration 66Q (99200.960000 sec): 3 clusters
  Score: Raw -43748505.273580 + Penalty 6228.509701 = -43742276.763879
  nChanged 34
		SP:Iteration 67Q (99203.090000 sec): 3 clusters
  Score: Raw -43748505.646534 + Penalty 6228.509701 = -43742277.136833
  nChanged 23
		SP:Iteration 68Q (99205.170000 sec): 3 clusters
  Score: Raw -43748505.902933 + Penalty 6228.509701 = -43742277.393232
  nChanged 16
		SP:Iteration 69Q (99207.150000 sec): 3 clusters
  Score: Raw -43748506.045502 + Penalty 6228.509701 = -43742277.535801
  nChanged 8
		SP:Iteration 70Q (99209.200000 sec): 3 clusters
  Score: Raw -43748506.097402 + Penalty 6228.509701 = -43742277.587701
  nChanged 1
		SP:Iteration 71Q (99211.860000 sec): 3 clusters
  Score: Raw -43748506.108739 + Penalty 6228.509701 = -43742277.599038
  nChanged 2
		SP:Iteration 72Q (99214.360000 sec): 3 clusters
  Score: Raw -43748506.118802 + Penalty 6228.509701 = -43742277.609101
  nChanged 3
		SP:Iteration 73Q (99216.850000 sec): 3 clusters
  Score: Raw -43748506.137833 + Penalty 6228.509701 = -43742277.628132
  nChanged 2
		SP:Iteration 74Q (99219.280000 sec): 3 clusters
  Score: Raw -43748506.149267 + Penalty 6228.509701 = -43742277.639566
  nChanged 3
		SP:Iteration 75Q (99221.740000 sec): 3 clusters
  Score: Raw -43748506.164241 + Penalty 6228.509701 = -43742277.654540
  nChanged 4
		SP:Iteration 76Q (99223.700000 sec): 3 clusters
  Score: Raw -43748506.214828 + Penalty 6228.509701 = -43742277.705127
  nChanged 6
		SP:Iteration 77Q (99225.720000 sec): 3 clusters
  Score: Raw -43748506.279948 + Penalty 6228.509701 = -43742277.770247
  nChanged 4
		SP:Iteration 78Q (99227.790000 sec): 3 clusters
  Score: Raw -43748506.323862 + Penalty 6228.509701 = -43742277.814161
  nChanged 7
		SP:Iteration 79Q (99229.750000 sec): 3 clusters
  Score: Raw -43748506.422352 + Penalty 6228.509701 = -43742277.912651
  nChanged 7
		SP:Iteration 80F (99231.940000 sec): 3 clusters
  Score: Raw -43748506.494584 + Penalty 6228.509701 = -43742277.984883
  nChanged 10
		SP:Iteration 81Q (99234.040000 sec): 3 clusters
  Score: Raw -43748506.600217 + Penalty 6228.509701 = -43742278.090516
  nChanged 12
		SP:Iteration 82Q (99236.110000 sec): 3 clusters
  Score: Raw -43748506.700356 + Penalty 6228.509701 = -43742278.190655
  nChanged 9
		SP:Iteration 83Q (99237.980000 sec): 3 clusters
  Score: Raw -43748506.784634 + Penalty 6228.509701 = -43742278.274933
  nChanged 9
		SP:Iteration 84Q (99239.900000 sec): 3 clusters
  Score: Raw -43748506.880476 + Penalty 6228.509701 = -43742278.370775
  nChanged 9
		SP:Iteration 85Q (99242.140000 sec): 3 clusters
  Score: Raw -43748506.985053 + Penalty 6228.509701 = -43742278.475352
  nChanged 12
		SP:Iteration 86Q (99244.130000 sec): 3 clusters
  Score: Raw -43748507.105707 + Penalty 6228.509701 = -43742278.596005
  nChanged 11
		SP:Iteration 87Q (99246.170000 sec): 3 clusters
  Score: Raw -43748507.220837 + Penalty 6228.509701 = -43742278.711136
  nChanged 13
		SP:Iteration 88Q (99248.210000 sec): 3 clusters
  Score: Raw -43748507.381128 + Penalty 6228.509701 = -43742278.871427
  nChanged 14
		SP:Iteration 89Q (99250.240000 sec): 3 clusters
  Score: Raw -43748507.517877 + Penalty 6228.509701 = -43742279.008176
  nChanged 11
		SP:Iteration 90Q (99252.350000 sec): 3 clusters
  Score: Raw -43748507.624317 + Penalty 6228.509701 = -43742279.114616
  nChanged 12
		SP:Iteration 91Q (99254.350000 sec): 3 clusters
  Score: Raw -43748507.738537 + Penalty 6228.509701 = -43742279.228836
  nChanged 15
		SP:Iteration 92Q (99256.400000 sec): 3 clusters
  Score: Raw -43748507.892009 + Penalty 6228.509701 = -43742279.382308
  nChanged 11
		SP:Iteration 93Q (99258.410000 sec): 3 clusters
  Score: Raw -43748508.001803 + Penalty 6228.509701 = -43742279.492102
  nChanged 9
		SP:Iteration 94Q (99260.460000 sec): 3 clusters
  Score: Raw -43748508.094555 + Penalty 6228.509701 = -43742279.584854
  nChanged 10
		SP:Iteration 95Q (99262.390000 sec): 3 clusters
  Score: Raw -43748508.182592 + Penalty 6228.509701 = -43742279.672891
  nChanged 9
		SP:Iteration 96Q (99264.440000 sec): 3 clusters
  Score: Raw -43748508.278016 + Penalty 6228.509701 = -43742279.768315
  nChanged 9
		SP:Iteration 97Q (99266.420000 sec): 3 clusters
  Score: Raw -43748508.422316 + Penalty 6228.509701 = -43742279.912615
  nChanged 14
		SP:Iteration 98Q (99268.420000 sec): 3 clusters
  Score: Raw -43748508.564378 + Penalty 6228.509701 = -43742280.054677
  nChanged 10
		SP:Iteration 99Q (99270.540000 sec): 3 clusters
  Score: Raw -43748508.647669 + Penalty 6228.509701 = -43742280.137968
  nChanged 4
		SP:Iteration 100F (99272.630000 sec): 3 clusters
  Score: Raw -43748508.678719 + Penalty 6228.509701 = -43742280.169018
  nChanged 5
		SP:Iteration 101Q (99274.790000 sec): 3 clusters
  Score: Raw -43748508.723121 + Penalty 6228.509701 = -43742280.213420
  nChanged 2
		SP:Iteration 102Q (99276.790000 sec): 3 clusters
  Score: Raw -43748508.739816 + Penalty 6228.509701 = -43742280.230115
  nChanged 3
		SP:Iteration 103Q (99278.950000 sec): 3 clusters
  Score: Raw -43748508.761335 + Penalty 6228.509701 = -43742280.251634
  nChanged 4
		SP:Iteration 104Q (99281.000000 sec): 3 clusters
  Score: Raw -43748508.784822 + Penalty 6228.509701 = -43742280.275120
  nChanged 5
		SP:Iteration 105Q (99282.970000 sec): 3 clusters
  Score: Raw -43748508.828159 + Penalty 6228.509701 = -43742280.318458
  nChanged 5
		SP:Iteration 106Q (99284.900000 sec): 3 clusters
  Score: Raw -43748508.872841 + Penalty 6228.509701 = -43742280.363140
  nChanged 2
		SP:Iteration 107Q (99287.050000 sec): 3 clusters
  Score: Raw -43748508.883828 + Penalty 6228.509701 = -43742280.374127
  nChanged 1
		SP:Iteration 108Q (99289.190000 sec): 3 clusters
  Score: Raw -43748508.894929 + Penalty 6228.509701 = -43742280.385228
  nChanged 7
		SP:Iteration 109Q (99291.210000 sec): 3 clusters
  Score: Raw -43748508.989496 + Penalty 6228.509701 = -43742280.479795
  nChanged 8
		SP:Iteration 110Q (99293.340000 sec): 3 clusters
  Score: Raw -43748509.084623 + Penalty 6228.509701 = -43742280.574922
  nChanged 12
		SP:Iteration 111Q (99295.740000 sec): 3 clusters
  Score: Raw -43748509.198172 + Penalty 6228.509701 = -43742280.688471
  nChanged 12
		SP:Iteration 112Q (99298.110000 sec): 3 clusters
  Score: Raw -43748509.295272 + Penalty 6228.509701 = -43742280.785570
  nChanged 6
		SP:Iteration 113Q (99300.040000 sec): 3 clusters
  Score: Raw -43748509.345432 + Penalty 6228.509701 = -43742280.835730
  nChanged 3
		SP:Iteration 114Q (99302.020000 sec): 3 clusters
  Score: Raw -43748509.385358 + Penalty 6228.509701 = -43742280.875657
  nChanged 4
		SP:Iteration 115Q (99304.300000 sec): 3 clusters
  Score: Raw -43748509.432195 + Penalty 6228.509701 = -43742280.922494
  nChanged 6
		SP:Iteration 116Q (99306.490000 sec): 3 clusters
  Score: Raw -43748509.499325 + Penalty 6228.509701 = -43742280.989624
  nChanged 10
		SP:Iteration 117Q (99308.630000 sec): 3 clusters
  Score: Raw -43748509.591904 + Penalty 6228.509701 = -43742281.082203
  nChanged 6
		SP:Iteration 118Q (99310.810000 sec): 3 clusters
  Score: Raw -43748509.653460 + Penalty 6228.509701 = -43742281.143759
  nChanged 2
		SP:Iteration 119Q (99312.920000 sec): 3 clusters
  Score: Raw -43748509.663345 + Penalty 6228.509701 = -43742281.153644
  nChanged 0
		SP:Iteration 120F (99315.250000 sec): 3 clusters
  Score: Raw -43748509.663345 + Penalty 6228.509701 = -43742281.153644
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (47564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99315.710000 sec): 2 clusters
  Score: Raw -7191401.809442 + Penalty 2670.918200 = -7188730.891242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99316.220000 sec): 3 clusters
  Score: Raw -7162100.946012 + Penalty 5341.836400 = -7156759.109612
  nChanged 21920
		SP:Iteration 1F (99316.670000 sec): 3 clusters
  Score: Raw -7175111.894709 + Penalty 5341.836400 = -7169770.058309
  nChanged 3522
		SP:Iteration 2F (99317.130000 sec): 3 clusters
  Score: Raw -7179029.987275 + Penalty 5341.836400 = -7173688.150875
  nChanged 4960
		SP:Iteration 3F (99317.550000 sec): 3 clusters
  Score: Raw -7186783.939616 + Penalty 5341.836400 = -7181442.103216
  nChanged 5579
		SP:Iteration 4F (99317.980000 sec): 3 clusters
  Score: Raw -7195506.492825 + Penalty 5341.836400 = -7190164.656425
  nChanged 4842
		SP:Iteration 5F (99318.410000 sec): 3 clusters
  Score: Raw -7203043.242038 + Penalty 5341.836400 = -7197701.405638
  nChanged 3757
		SP:Iteration 6F (99318.910000 sec): 3 clusters
  Score: Raw -7209381.920009 + Penalty 5341.836400 = -7204040.083609
  nChanged 2395
		SP:Iteration 7F (99319.510000 sec): 3 clusters
  Score: Raw -7212364.053052 + Penalty 5341.836400 = -7207022.216652
  nChanged 1419
		SP:Iteration 8Q (99319.960000 sec): 3 clusters
  Score: Raw -7213287.241374 + Penalty 5341.836400 = -7207945.404975
  nChanged 856
		SP:Iteration 9Q (99320.420000 sec): 3 clusters
  Score: Raw -7213644.173577 + Penalty 5341.836400 = -7208302.337177
  nChanged 544
		SP:Iteration 10Q (99320.860000 sec): 3 clusters
  Score: Raw -7213844.621215 + Penalty 5341.836400 = -7208502.784815
  nChanged 412
		SP:Iteration 11Q (99321.340000 sec): 3 clusters
  Score: Raw -7213980.091932 + Penalty 5341.836400 = -7208638.255532
  nChanged 331
		SP:Iteration 12Q (99321.880000 sec): 3 clusters
  Score: Raw -7214061.127288 + Penalty 5341.836400 = -7208719.290888
  nChanged 245
		SP:Iteration 13Q (99322.380000 sec): 3 clusters
  Score: Raw -7214106.945277 + Penalty 5341.836400 = -7208765.108877
  nChanged 195
		SP:Iteration 14Q (99322.820000 sec): 3 clusters
  Score: Raw -7214134.990952 + Penalty 5341.836400 = -7208793.154552
  nChanged 134
		SP:Iteration 15Q (99323.290000 sec): 3 clusters
  Score: Raw -7214150.461000 + Penalty 5341.836400 = -7208808.624600
  nChanged 105
		SP:Iteration 16Q (99323.730000 sec): 3 clusters
  Score: Raw -7214159.608853 + Penalty 5341.836400 = -7208817.772453
  nChanged 62
		SP:Iteration 17Q (99324.240000 sec): 3 clusters
  Score: Raw -7214163.940530 + Penalty 5341.836400 = -7208822.104130
  nChanged 48
		SP:Iteration 18Q (99324.770000 sec): 3 clusters
  Score: Raw -7214166.332682 + Penalty 5341.836400 = -7208824.496282
  nChanged 37
		SP:Iteration 19Q (99325.190000 sec): 3 clusters
  Score: Raw -7214168.115003 + Penalty 5341.836400 = -7208826.278603
  nChanged 30
		SP:Iteration 20F (99325.720000 sec): 3 clusters
  Score: Raw -7214169.439617 + Penalty 5341.836400 = -7208827.603217
  nChanged 24
		SP:Iteration 21Q (99326.130000 sec): 3 clusters
  Score: Raw -7214170.386145 + Penalty 5341.836400 = -7208828.549745
  nChanged 24
		SP:Iteration 22Q (99326.600000 sec): 3 clusters
  Score: Raw -7214171.697112 + Penalty 5341.836400 = -7208829.860712
  nChanged 17
		SP:Iteration 23Q (99327.070000 sec): 3 clusters
  Score: Raw -7214172.588410 + Penalty 5341.836400 = -7208830.752010
  nChanged 24
		SP:Iteration 24Q (99327.510000 sec): 3 clusters
  Score: Raw -7214173.852728 + Penalty 5341.836400 = -7208832.016328
  nChanged 19
		SP:Iteration 25Q (99327.990000 sec): 3 clusters
  Score: Raw -7214174.687560 + Penalty 5341.836400 = -7208832.851160
  nChanged 15
		SP:Iteration 26Q (99328.450000 sec): 3 clusters
  Score: Raw -7214175.335844 + Penalty 5341.836400 = -7208833.499444
  nChanged 15
		SP:Iteration 27Q (99328.990000 sec): 3 clusters
  Score: Raw -7214176.063221 + Penalty 5341.836400 = -7208834.226821
  nChanged 13
		SP:Iteration 28Q (99329.500000 sec): 3 clusters
  Score: Raw -7214176.656217 + Penalty 5341.836400 = -7208834.819817
  nChanged 11
		SP:Iteration 29Q (99330.070000 sec): 3 clusters
  Score: Raw -7214177.099860 + Penalty 5341.836400 = -7208835.263460
  nChanged 9
		SP:Iteration 30Q (99330.610000 sec): 3 clusters
  Score: Raw -7214177.369153 + Penalty 5341.836400 = -7208835.532753
  nChanged 8
		SP:Iteration 31Q (99331.120000 sec): 3 clusters
  Score: Raw -7214177.564356 + Penalty 5341.836400 = -7208835.727956
  nChanged 3
		SP:Iteration 32Q (99331.590000 sec): 3 clusters
  Score: Raw -7214177.637936 + Penalty 5341.836400 = -7208835.801536
  nChanged 1
		SP:Iteration 33Q (99332.010000 sec): 3 clusters
  Score: Raw -7214177.657820 + Penalty 5341.836400 = -7208835.821420
  nChanged 1
		SP:Iteration 34Q (99332.480000 sec): 3 clusters
  Score: Raw -7214177.673620 + Penalty 5341.836400 = -7208835.837220
  nChanged 1
		SP:Iteration 35Q (99332.960000 sec): 3 clusters
  Score: Raw -7214177.684193 + Penalty 5341.836400 = -7208835.847793
  nChanged 0
		SP:Iteration 36F (99333.390000 sec): 3 clusters
  Score: Raw -7214177.684193 + Penalty 5341.836400 = -7208835.847793
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (23625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99333.640000 sec): 2 clusters
  Score: Raw -3460976.554574 + Penalty 2497.375067 = -3458479.179508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99333.970000 sec): 3 clusters
  Score: Raw -3447146.322376 + Penalty 4994.750133 = -3442151.572243
  nChanged 10516
		SP:Iteration 1F (99334.280000 sec): 3 clusters
  Score: Raw -3455096.357760 + Penalty 4994.750133 = -3450101.607626
  nChanged 2630
		SP:Iteration 2F (99334.640000 sec): 3 clusters
  Score: Raw -3458999.748840 + Penalty 4994.750133 = -3454004.998707
  nChanged 2913
		SP:Iteration 3F (99335.030000 sec): 3 clusters
  Score: Raw -3463112.631599 + Penalty 4994.750133 = -3458117.881466
  nChanged 2317
		SP:Iteration 4F (99335.350000 sec): 3 clusters
  Score: Raw -3465585.436878 + Penalty 4994.750133 = -3460590.686745
  nChanged 1455
		SP:Iteration 5F (99335.620000 sec): 3 clusters
  Score: Raw -3466693.537635 + Penalty 4994.750133 = -3461698.787502
  nChanged 942
		SP:Iteration 6Q (99335.980000 sec): 3 clusters
  Score: Raw -3467187.618261 + Penalty 4994.750133 = -3462192.868128
  nChanged 618
		SP:Iteration 7Q (99336.230000 sec): 3 clusters
  Score: Raw -3467431.623151 + Penalty 4994.750133 = -3462436.873018
  nChanged 425
		SP:Iteration 8Q (99336.490000 sec): 3 clusters
  Score: Raw -3467602.018344 + Penalty 4994.750133 = -3462607.268211
  nChanged 363
		SP:Iteration 9Q (99336.850000 sec): 3 clusters
  Score: Raw -3467759.327586 + Penalty 4994.750133 = -3462764.577453
  nChanged 356
		SP:Iteration 10Q (99337.250000 sec): 3 clusters
  Score: Raw -3467926.565141 + Penalty 4994.750133 = -3462931.815007
  nChanged 331
		SP:Iteration 11Q (99337.630000 sec): 3 clusters
  Score: Raw -3468059.964985 + Penalty 4994.750133 = -3463065.214852
  nChanged 304
		SP:Iteration 12Q (99337.950000 sec): 3 clusters
  Score: Raw -3468196.270563 + Penalty 4994.750133 = -3463201.520430
  nChanged 333
		SP:Iteration 13Q (99338.270000 sec): 3 clusters
  Score: Raw -3468358.968040 + Penalty 4994.750133 = -3463364.217906
  nChanged 344
		SP:Iteration 14Q (99338.620000 sec): 3 clusters
  Score: Raw -3468497.655949 + Penalty 4994.750133 = -3463502.905816
  nChanged 317
		SP:Iteration 15Q (99338.910000 sec): 3 clusters
  Score: Raw -3468610.740915 + Penalty 4994.750133 = -3463615.990782
  nChanged 318
		SP:Iteration 16Q (99339.250000 sec): 3 clusters
  Score: Raw -3468710.550896 + Penalty 4994.750133 = -3463715.800763
  nChanged 249
		SP:Iteration 17Q (99339.600000 sec): 3 clusters
  Score: Raw -3468788.722594 + Penalty 4994.750133 = -3463793.972461
  nChanged 249
		SP:Iteration 18Q (99339.960000 sec): 3 clusters
  Score: Raw -3468853.678765 + Penalty 4994.750133 = -3463858.928632
  nChanged 236
		SP:Iteration 19Q (99340.300000 sec): 3 clusters
  Score: Raw -3468907.816126 + Penalty 4994.750133 = -3463913.065993
  nChanged 217
		SP:Iteration 20F (99340.620000 sec): 3 clusters
  Score: Raw -3468962.156322 + Penalty 4994.750133 = -3463967.406189
  nChanged 193
		SP:Iteration 21Q (99340.950000 sec): 3 clusters
  Score: Raw -3469004.964773 + Penalty 4994.750133 = -3464010.214640
  nChanged 203
		SP:Iteration 22Q (99341.320000 sec): 3 clusters
  Score: Raw -3469052.671692 + Penalty 4994.750133 = -3464057.921559
  nChanged 232
		SP:Iteration 23Q (99341.660000 sec): 3 clusters
  Score: Raw -3469138.249747 + Penalty 4994.750133 = -3464143.499614
  nChanged 297
		SP:Iteration 24Q (99341.970000 sec): 3 clusters
  Score: Raw -3469295.819890 + Penalty 4994.750133 = -3464301.069756
  nChanged 391
		SP:Iteration 25Q (99342.390000 sec): 3 clusters
  Score: Raw -3469604.298415 + Penalty 4994.750133 = -3464609.548282
  nChanged 491
		SP:Iteration 26Q (99342.710000 sec): 3 clusters
  Score: Raw -3470046.456187 + Penalty 4994.750133 = -3465051.706054
  nChanged 502
		SP:Iteration 27Q (99343.090000 sec): 3 clusters
  Score: Raw -3470435.996631 + Penalty 4994.750133 = -3465441.246498
  nChanged 419
		SP:Iteration 28Q (99343.410000 sec): 3 clusters
  Score: Raw -3470673.685442 + Penalty 4994.750133 = -3465678.935309
  nChanged 324
		SP:Iteration 29Q (99343.720000 sec): 3 clusters
  Score: Raw -3470797.566394 + Penalty 4994.750133 = -3465802.816261
  nChanged 223
		SP:Iteration 30Q (99344.030000 sec): 3 clusters
  Score: Raw -3470860.043320 + Penalty 4994.750133 = -3465865.293187
  nChanged 157
		SP:Iteration 31Q (99344.370000 sec): 3 clusters
  Score: Raw -3470898.190244 + Penalty 4994.750133 = -3465903.440110
  nChanged 131
		SP:Iteration 32Q (99344.690000 sec): 3 clusters
  Score: Raw -3470926.434472 + Penalty 4994.750133 = -3465931.684339
  nChanged 107
		SP:Iteration 33Q (99344.990000 sec): 3 clusters
  Score: Raw -3470947.161983 + Penalty 4994.750133 = -3465952.411850
  nChanged 95
		SP:Iteration 34Q (99345.360000 sec): 3 clusters
  Score: Raw -3470968.888831 + Penalty 4994.750133 = -3465974.138698
  nChanged 100
		SP:Iteration 35Q (99345.710000 sec): 3 clusters
  Score: Raw -3470994.474932 + Penalty 4994.750133 = -3465999.724799
  nChanged 103
		SP:Iteration 36Q (99346.060000 sec): 3 clusters
  Score: Raw -3471017.868353 + Penalty 4994.750133 = -3466023.118220
  nChanged 82
		SP:Iteration 37Q (99346.430000 sec): 3 clusters
  Score: Raw -3471033.061721 + Penalty 4994.750133 = -3466038.311588
  nChanged 78
		SP:Iteration 38Q (99346.740000 sec): 3 clusters
  Score: Raw -3471045.293813 + Penalty 4994.750133 = -3466050.543680
  nChanged 68
		SP:Iteration 39Q (99347.090000 sec): 3 clusters
  Score: Raw -3471055.875913 + Penalty 4994.750133 = -3466061.125779
  nChanged 57
		SP:Iteration 40F (99347.500000 sec): 3 clusters
  Score: Raw -3471071.450915 + Penalty 4994.750133 = -3466076.700782
  nChanged 61
		SP:Iteration 41Q (99347.880000 sec): 3 clusters
  Score: Raw -3471083.025048 + Penalty 4994.750133 = -3466088.274915
  nChanged 59
		SP:Iteration 42Q (99348.210000 sec): 3 clusters
  Score: Raw -3471095.761814 + Penalty 4994.750133 = -3466101.011681
  nChanged 55
		SP:Iteration 43Q (99348.610000 sec): 3 clusters
  Score: Raw -3471105.847278 + Penalty 4994.750133 = -3466111.097144
  nChanged 69
		SP:Iteration 44Q (99348.950000 sec): 3 clusters
  Score: Raw -3471118.592822 + Penalty 4994.750133 = -3466123.842689
  nChanged 64
		SP:Iteration 45Q (99349.280000 sec): 3 clusters
  Score: Raw -3471131.216813 + Penalty 4994.750133 = -3466136.466679
  nChanged 71
		SP:Iteration 46Q (99349.660000 sec): 3 clusters
  Score: Raw -3471145.074894 + Penalty 4994.750133 = -3466150.324761
  nChanged 68
		SP:Iteration 47Q (99350.000000 sec): 3 clusters
  Score: Raw -3471159.294015 + Penalty 4994.750133 = -3466164.543882
  nChanged 74
		SP:Iteration 48Q (99350.350000 sec): 3 clusters
  Score: Raw -3471172.146377 + Penalty 4994.750133 = -3466177.396243
  nChanged 71
		SP:Iteration 49Q (99350.700000 sec): 3 clusters
  Score: Raw -3471184.207346 + Penalty 4994.750133 = -3466189.457212
  nChanged 62
		SP:Iteration 50Q (99351.020000 sec): 3 clusters
  Score: Raw -3471197.647610 + Penalty 4994.750133 = -3466202.897477
  nChanged 81
		SP:Iteration 51Q (99351.330000 sec): 3 clusters
  Score: Raw -3471211.488634 + Penalty 4994.750133 = -3466216.738500
  nChanged 68
		SP:Iteration 52Q (99351.700000 sec): 3 clusters
  Score: Raw -3471222.914719 + Penalty 4994.750133 = -3466228.164586
  nChanged 73
		SP:Iteration 53Q (99352.060000 sec): 3 clusters
  Score: Raw -3471235.330441 + Penalty 4994.750133 = -3466240.580308
  nChanged 64
		SP:Iteration 54Q (99352.410000 sec): 3 clusters
  Score: Raw -3471248.708361 + Penalty 4994.750133 = -3466253.958228
  nChanged 70
		SP:Iteration 55Q (99352.800000 sec): 3 clusters
  Score: Raw -3471260.564299 + Penalty 4994.750133 = -3466265.814166
  nChanged 61
		SP:Iteration 56Q (99353.090000 sec): 3 clusters
  Score: Raw -3471270.572480 + Penalty 4994.750133 = -3466275.822347
  nChanged 52
		SP:Iteration 57Q (99353.410000 sec): 3 clusters
  Score: Raw -3471280.491662 + Penalty 4994.750133 = -3466285.741529
  nChanged 59
		SP:Iteration 58Q (99353.780000 sec): 3 clusters
  Score: Raw -3471290.081657 + Penalty 4994.750133 = -3466295.331524
  nChanged 55
		SP:Iteration 59Q (99354.100000 sec): 3 clusters
  Score: Raw -3471298.977230 + Penalty 4994.750133 = -3466304.227097
  nChanged 51
		SP:Iteration 60F (99354.420000 sec): 3 clusters
  Score: Raw -3471308.546843 + Penalty 4994.750133 = -3466313.796710
  nChanged 63
		SP:Iteration 61Q (99354.840000 sec): 3 clusters
  Score: Raw -3471321.913342 + Penalty 4994.750133 = -3466327.163209
  nChanged 62
		SP:Iteration 62Q (99355.110000 sec): 3 clusters
  Score: Raw -3471333.928685 + Penalty 4994.750133 = -3466339.178552
  nChanged 59
		SP:Iteration 63Q (99355.470000 sec): 3 clusters
  Score: Raw -3471342.355526 + Penalty 4994.750133 = -3466347.605392
  nChanged 51
		SP:Iteration 64Q (99355.760000 sec): 3 clusters
  Score: Raw -3471349.482797 + Penalty 4994.750133 = -3466354.732664
  nChanged 48
		SP:Iteration 65Q (99356.120000 sec): 3 clusters
  Score: Raw -3471355.769295 + Penalty 4994.750133 = -3466361.019162
  nChanged 39
		SP:Iteration 66Q (99356.480000 sec): 3 clusters
  Score: Raw -3471360.409962 + Penalty 4994.750133 = -3466365.659829
  nChanged 34
		SP:Iteration 67Q (99356.810000 sec): 3 clusters
  Score: Raw -3471364.955788 + Penalty 4994.750133 = -3466370.205655
  nChanged 28
		SP:Iteration 68Q (99357.170000 sec): 3 clusters
  Score: Raw -3471369.062502 + Penalty 4994.750133 = -3466374.312369
  nChanged 32
		SP:Iteration 69Q (99357.520000 sec): 3 clusters
  Score: Raw -3471372.645378 + Penalty 4994.750133 = -3466377.895244
  nChanged 20
		SP:Iteration 70Q (99357.840000 sec): 3 clusters
  Score: Raw -3471374.814800 + Penalty 4994.750133 = -3466380.064667
  nChanged 19
		SP:Iteration 71Q (99358.210000 sec): 3 clusters
  Score: Raw -3471377.337901 + Penalty 4994.750133 = -3466382.587768
  nChanged 19
		SP:Iteration 72Q (99358.540000 sec): 3 clusters
  Score: Raw -3471381.397803 + Penalty 4994.750133 = -3466386.647670
  nChanged 21
		SP:Iteration 73Q (99358.860000 sec): 3 clusters
  Score: Raw -3471384.737439 + Penalty 4994.750133 = -3466389.987306
  nChanged 20
		SP:Iteration 74Q (99359.240000 sec): 3 clusters
  Score: Raw -3471386.856191 + Penalty 4994.750133 = -3466392.106058
  nChanged 18
		SP:Iteration 75Q (99359.530000 sec): 3 clusters
  Score: Raw -3471388.430245 + Penalty 4994.750133 = -3466393.680112
  nChanged 10
		SP:Iteration 76Q (99359.840000 sec): 3 clusters
  Score: Raw -3471389.059569 + Penalty 4994.750133 = -3466394.309435
  nChanged 6
		SP:Iteration 77Q (99360.180000 sec): 3 clusters
  Score: Raw -3471389.446581 + Penalty 4994.750133 = -3466394.696447
  nChanged 8
		SP:Iteration 78Q (99360.520000 sec): 3 clusters
  Score: Raw -3471390.040730 + Penalty 4994.750133 = -3466395.290597
  nChanged 3
		SP:Iteration 79Q (99360.830000 sec): 3 clusters
  Score: Raw -3471390.512201 + Penalty 4994.750133 = -3466395.762068
  nChanged 6
		SP:Iteration 80F (99361.200000 sec): 3 clusters
  Score: Raw -3471391.115653 + Penalty 4994.750133 = -3466396.365520
  nChanged 4
		SP:Iteration 81Q (99361.520000 sec): 3 clusters
  Score: Raw -3471391.598888 + Penalty 4994.750133 = -3466396.848755
  nChanged 6
		SP:Iteration 82Q (99361.830000 sec): 3 clusters
  Score: Raw -3471392.020013 + Penalty 4994.750133 = -3466397.269879
  nChanged 4
		SP:Iteration 83Q (99362.140000 sec): 3 clusters
  Score: Raw -3471392.326093 + Penalty 4994.750133 = -3466397.575960
  nChanged 2
		SP:Iteration 84Q (99362.420000 sec): 3 clusters
  Score: Raw -3471392.716368 + Penalty 4994.750133 = -3466397.966235
  nChanged 3
		SP:Iteration 85Q (99362.760000 sec): 3 clusters
  Score: Raw -3471392.874076 + Penalty 4994.750133 = -3466398.123943
  nChanged 1
		SP:Iteration 86Q (99363.030000 sec): 3 clusters
  Score: Raw -3471392.921896 + Penalty 4994.750133 = -3466398.171763
  nChanged 1
		SP:Iteration 87Q (99363.370000 sec): 3 clusters
  Score: Raw -3471392.951348 + Penalty 4994.750133 = -3466398.201215
  nChanged 0
		SP:Iteration 88F (99363.690000 sec): 3 clusters
  Score: Raw -3471392.951348 + Penalty 4994.750133 = -3466398.201215
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (70519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99364.150000 sec): 2 clusters
  Score: Raw -11181234.019978 + Penalty 2768.582089 = -11178465.437889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99364.870000 sec): 3 clusters
  Score: Raw -11136669.306257 + Penalty 5537.164178 = -11131132.142079
  nChanged 33149
		SP:Iteration 1F (99365.480000 sec): 3 clusters
  Score: Raw -11157743.487948 + Penalty 5537.164178 = -11152206.323770
  nChanged 4969
		SP:Iteration 2F (99366.100000 sec): 3 clusters
  Score: Raw -11163198.478390 + Penalty 5537.164178 = -11157661.314212
  nChanged 6953
		SP:Iteration 3F (99366.690000 sec): 3 clusters
  Score: Raw -11175193.164156 + Penalty 5537.164178 = -11169655.999978
  nChanged 8200
		SP:Iteration 4F (99367.290000 sec): 3 clusters
  Score: Raw -11190713.720346 + Penalty 5537.164178 = -11185176.556168
  nChanged 6449
		SP:Iteration 5F (99367.960000 sec): 3 clusters
  Score: Raw -11199155.628268 + Penalty 5537.164178 = -11193618.464090
  nChanged 3701
		SP:Iteration 6F (99368.600000 sec): 3 clusters
  Score: Raw -11201799.534210 + Penalty 5537.164178 = -11196262.370032
  nChanged 1991
		SP:Iteration 7Q (99369.280000 sec): 3 clusters
  Score: Raw -11202758.560803 + Penalty 5537.164178 = -11197221.396625
  nChanged 1265
		SP:Iteration 8Q (99369.860000 sec): 3 clusters
  Score: Raw -11203298.509991 + Penalty 5537.164178 = -11197761.345812
  nChanged 978
		SP:Iteration 9Q (99370.560000 sec): 3 clusters
  Score: Raw -11203663.486389 + Penalty 5537.164178 = -11198126.322211
  nChanged 857
		SP:Iteration 10Q (99371.190000 sec): 3 clusters
  Score: Raw -11203950.897207 + Penalty 5537.164178 = -11198413.733029
  nChanged 751
		SP:Iteration 11Q (99371.760000 sec): 3 clusters
  Score: Raw -11204194.566937 + Penalty 5537.164178 = -11198657.402759
  nChanged 696
		SP:Iteration 12Q (99372.390000 sec): 3 clusters
  Score: Raw -11204423.400445 + Penalty 5537.164178 = -11198886.236267
  nChanged 683
		SP:Iteration 13Q (99373.030000 sec): 3 clusters
  Score: Raw -11204651.948450 + Penalty 5537.164178 = -11199114.784272
  nChanged 663
		SP:Iteration 14Q (99373.680000 sec): 3 clusters
  Score: Raw -11204889.428892 + Penalty 5537.164178 = -11199352.264714
  nChanged 659
		SP:Iteration 15Q (99374.330000 sec): 3 clusters
  Score: Raw -11205148.001200 + Penalty 5537.164178 = -11199610.837022
  nChanged 641
		SP:Iteration 16Q (99374.950000 sec): 3 clusters
  Score: Raw -11205411.453822 + Penalty 5537.164178 = -11199874.289644
  nChanged 587
		SP:Iteration 17Q (99375.570000 sec): 3 clusters
  Score: Raw -11205656.912573 + Penalty 5537.164178 = -11200119.748395
  nChanged 525
		SP:Iteration 18Q (99376.200000 sec): 3 clusters
  Score: Raw -11205883.146005 + Penalty 5537.164178 = -11200345.981827
  nChanged 486
		SP:Iteration 19Q (99376.830000 sec): 3 clusters
  Score: Raw -11206109.793501 + Penalty 5537.164178 = -11200572.629323
  nChanged 408
		SP:Iteration 20F (99377.530000 sec): 3 clusters
  Score: Raw -11206345.525980 + Penalty 5537.164178 = -11200808.361802
  nChanged 348
		SP:Iteration 21Q (99378.110000 sec): 3 clusters
  Score: Raw -11206478.309184 + Penalty 5537.164178 = -11200941.145006
  nChanged 244
		SP:Iteration 22Q (99378.660000 sec): 3 clusters
  Score: Raw -11206532.410809 + Penalty 5537.164178 = -11200995.246631
  nChanged 186
		SP:Iteration 23Q (99379.320000 sec): 3 clusters
  Score: Raw -11206558.953281 + Penalty 5537.164178 = -11201021.789103
  nChanged 124
		SP:Iteration 24Q (99379.970000 sec): 3 clusters
  Score: Raw -11206570.958064 + Penalty 5537.164178 = -11201033.793886
  nChanged 67
		SP:Iteration 25Q (99380.610000 sec): 3 clusters
  Score: Raw -11206575.346482 + Penalty 5537.164178 = -11201038.182304
  nChanged 36
		SP:Iteration 26Q (99381.250000 sec): 3 clusters
  Score: Raw -11206577.050240 + Penalty 5537.164178 = -11201039.886062
  nChanged 23
		SP:Iteration 27Q (99381.870000 sec): 3 clusters
  Score: Raw -11206577.938142 + Penalty 5537.164178 = -11201040.773963
  nChanged 10
		SP:Iteration 28Q (99382.550000 sec): 3 clusters
  Score: Raw -11206578.233468 + Penalty 5537.164178 = -11201041.069289
  nChanged 11
		SP:Iteration 29Q (99383.250000 sec): 3 clusters
  Score: Raw -11206578.542802 + Penalty 5537.164178 = -11201041.378624
  nChanged 6
		SP:Iteration 30Q (99383.820000 sec): 3 clusters
  Score: Raw -11206578.667242 + Penalty 5537.164178 = -11201041.503064
  nChanged 3
		SP:Iteration 31Q (99384.510000 sec): 3 clusters
  Score: Raw -11206578.743596 + Penalty 5537.164178 = -11201041.579417
  nChanged 2
		SP:Iteration 32Q (99385.190000 sec): 3 clusters
  Score: Raw -11206578.785940 + Penalty 5537.164178 = -11201041.621762
  nChanged 1
		SP:Iteration 33Q (99385.840000 sec): 3 clusters
  Score: Raw -11206578.806004 + Penalty 5537.164178 = -11201041.641825
  nChanged 2
		SP:Iteration 34Q (99386.440000 sec): 3 clusters
  Score: Raw -11206578.864626 + Penalty 5537.164178 = -11201041.700447
  nChanged 1
		SP:Iteration 35Q (99387.100000 sec): 3 clusters
  Score: Raw -11206578.901600 + Penalty 5537.164178 = -11201041.737422
  nChanged 1
		SP:Iteration 36Q (99387.790000 sec): 3 clusters
  Score: Raw -11206578.922723 + Penalty 5537.164178 = -11201041.758544
  nChanged 1
		SP:Iteration 37Q (99388.360000 sec): 3 clusters
  Score: Raw -11206578.937574 + Penalty 5537.164178 = -11201041.773396
  nChanged 0
		SP:Iteration 38F (99389.040000 sec): 3 clusters
  Score: Raw -11206578.937574 + Penalty 5537.164178 = -11201041.773396
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (381772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99392.070000 sec): 2 clusters
  Score: Raw -61464781.391806 + Penalty 3187.439555 = -61461593.952251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99394.680000 sec): 3 clusters
  Score: Raw -61210115.776300 + Penalty 6374.879110 = -61203740.897190
  nChanged 185820
		SP:Iteration 1F (99397.850000 sec): 3 clusters
  Score: Raw -61322977.418421 + Penalty 6374.879110 = -61316602.539311
  nChanged 11997
		SP:Iteration 2Q (99400.770000 sec): 3 clusters
  Score: Raw -61326489.235549 + Penalty 6374.879110 = -61320114.356439
  nChanged 15307
		SP:Iteration 3Q (99404.310000 sec): 3 clusters
  Score: Raw -61332899.953283 + Penalty 6374.879110 = -61326525.074173
  nChanged 20365
		SP:Iteration 4F (99407.100000 sec): 3 clusters
  Score: Raw -61345222.523804 + Penalty 6374.879110 = -61338847.644694
  nChanged 27861
		SP:Iteration 5F (99410.260000 sec): 3 clusters
  Score: Raw -61369583.154841 + Penalty 6374.879110 = -61363208.275731
  nChanged 34956
		SP:Iteration 6F (99413.530000 sec): 3 clusters
  Score: Raw -61415425.976873 + Penalty 6374.879110 = -61409051.097763
  nChanged 36157
		SP:Iteration 7F (99416.250000 sec): 3 clusters
  Score: Raw -61483386.511201 + Penalty 6374.879110 = -61477011.632091
  nChanged 26241
		SP:Iteration 8F (99419.210000 sec): 3 clusters
  Score: Raw -61515675.124782 + Penalty 6374.879110 = -61509300.245672
  nChanged 15028
		SP:Iteration 9Q (99422.320000 sec): 3 clusters
  Score: Raw -61525025.296532 + Penalty 6374.879110 = -61518650.417422
  nChanged 9725
		SP:Iteration 10Q (99424.800000 sec): 3 clusters
  Score: Raw -61532001.162280 + Penalty 6374.879110 = -61525626.283170
  nChanged 8841
		SP:Iteration 11Q (99427.460000 sec): 3 clusters
  Score: Raw -61539582.763513 + Penalty 6374.879110 = -61533207.884403
  nChanged 8236
		SP:Iteration 12Q (99430.550000 sec): 3 clusters
  Score: Raw -61548515.833050 + Penalty 6374.879110 = -61542140.953940
  nChanged 7205
		SP:Iteration 13Q (99433.530000 sec): 3 clusters
  Score: Raw -61556593.973529 + Penalty 6374.879110 = -61550219.094419
  nChanged 5107
		SP:Iteration 14Q (99436.130000 sec): 3 clusters
  Score: Raw -61560276.481091 + Penalty 6374.879110 = -61553901.601981
  nChanged 2861
		SP:Iteration 15Q (99439.140000 sec): 3 clusters
  Score: Raw -61561213.325194 + Penalty 6374.879110 = -61554838.446084
  nChanged 1604
		SP:Iteration 16Q (99441.680000 sec): 3 clusters
  Score: Raw -61561498.133667 + Penalty 6374.879110 = -61555123.254557
  nChanged 980
		SP:Iteration 17Q (99444.610000 sec): 3 clusters
  Score: Raw -61561607.465476 + Penalty 6374.879110 = -61555232.586366
  nChanged 670
		SP:Iteration 18Q (99447.510000 sec): 3 clusters
  Score: Raw -61561658.753422 + Penalty 6374.879110 = -61555283.874312
  nChanged 481
		SP:Iteration 19Q (99449.970000 sec): 3 clusters
  Score: Raw -61561686.898339 + Penalty 6374.879110 = -61555312.019229
  nChanged 376
		SP:Iteration 20F (99453.280000 sec): 3 clusters
  Score: Raw -61561704.670536 + Penalty 6374.879110 = -61555329.791426
  nChanged 289
		SP:Iteration 21Q (99456.020000 sec): 3 clusters
  Score: Raw -61561714.848137 + Penalty 6374.879110 = -61555339.969027
  nChanged 208
		SP:Iteration 22Q (99459.010000 sec): 3 clusters
  Score: Raw -61561721.329778 + Penalty 6374.879110 = -61555346.450668
  nChanged 166
		SP:Iteration 23Q (99462.060000 sec): 3 clusters
  Score: Raw -61561725.450164 + Penalty 6374.879110 = -61555350.571054
  nChanged 131
		SP:Iteration 24Q (99464.810000 sec): 3 clusters
  Score: Raw -61561728.173455 + Penalty 6374.879110 = -61555353.294345
  nChanged 112
		SP:Iteration 25Q (99467.680000 sec): 3 clusters
  Score: Raw -61561730.202687 + Penalty 6374.879110 = -61555355.323577
  nChanged 89
		SP:Iteration 26Q (99470.480000 sec): 3 clusters
  Score: Raw -61561731.445000 + Penalty 6374.879110 = -61555356.565891
  nChanged 62
		SP:Iteration 27Q (99473.050000 sec): 3 clusters
  Score: Raw -61561732.187037 + Penalty 6374.879110 = -61555357.307927
  nChanged 47
		SP:Iteration 28Q (99475.690000 sec): 3 clusters
  Score: Raw -61561732.716733 + Penalty 6374.879110 = -61555357.837623
  nChanged 43
		SP:Iteration 29Q (99478.400000 sec): 3 clusters
  Score: Raw -61561733.163368 + Penalty 6374.879110 = -61555358.284258
  nChanged 37
		SP:Iteration 30Q (99481.100000 sec): 3 clusters
  Score: Raw -61561733.443478 + Penalty 6374.879110 = -61555358.564368
  nChanged 18
		SP:Iteration 31Q (99483.740000 sec): 3 clusters
  Score: Raw -61561733.543710 + Penalty 6374.879110 = -61555358.664600
  nChanged 10
		SP:Iteration 32Q (99486.530000 sec): 3 clusters
  Score: Raw -61561733.601411 + Penalty 6374.879110 = -61555358.722301
  nChanged 3
		SP:Iteration 33Q (99489.120000 sec): 3 clusters
  Score: Raw -61561733.613651 + Penalty 6374.879110 = -61555358.734541
  nChanged 1
		SP:Iteration 34Q (99491.600000 sec): 3 clusters
  Score: Raw -61561733.615800 + Penalty 6374.879110 = -61555358.736690
  nChanged 4
		SP:Iteration 35Q (99494.170000 sec): 3 clusters
  Score: Raw -61561733.632244 + Penalty 6374.879110 = -61555358.753134
  nChanged 3
		SP:Iteration 36Q (99496.780000 sec): 3 clusters
  Score: Raw -61561733.650744 + Penalty 6374.879110 = -61555358.771634
  nChanged 4
		SP:Iteration 37Q (99499.640000 sec): 3 clusters
  Score: Raw -61561733.670182 + Penalty 6374.879110 = -61555358.791072
  nChanged 1
		SP:Iteration 38Q (99502.340000 sec): 3 clusters
  Score: Raw -61561733.675425 + Penalty 6374.879110 = -61555358.796315
  nChanged 1
		SP:Iteration 39Q (99505.020000 sec): 3 clusters
  Score: Raw -61561733.677913 + Penalty 6374.879110 = -61555358.798803
  nChanged 1
		SP:Iteration 40F (99508.140000 sec): 3 clusters
  Score: Raw -61561733.681562 + Penalty 6374.879110 = -61555358.802452
  nChanged 2
		SP:Iteration 41Q (99510.860000 sec): 3 clusters
  Score: Raw -61561733.691096 + Penalty 6374.879110 = -61555358.811986
  nChanged 1
		SP:Iteration 42Q (99513.640000 sec): 3 clusters
  Score: Raw -61561733.694514 + Penalty 6374.879110 = -61555358.815404
  nChanged 0
		SP:Iteration 43F (99516.650000 sec): 3 clusters
  Score: Raw -61561733.694514 + Penalty 6374.879110 = -61555358.815404
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (24615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99516.930000 sec): 2 clusters
  Score: Raw -3461481.421204 + Penalty 2507.555600 = -3458973.865603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99517.290000 sec): 3 clusters
  Score: Raw -3447229.890497 + Penalty 5015.111201 = -3442214.779296
  nChanged 10940
		SP:Iteration 1F (99517.610000 sec): 3 clusters
  Score: Raw -3458137.332348 + Penalty 5015.111201 = -3453122.221147
  nChanged 3858
		SP:Iteration 2F (99517.920000 sec): 3 clusters
  Score: Raw -3469138.919849 + Penalty 5015.111201 = -3464123.808648
  nChanged 3832
		SP:Iteration 3F (99518.270000 sec): 3 clusters
  Score: Raw -3477006.720326 + Penalty 5015.111201 = -3471991.609125
  nChanged 2013
		SP:Iteration 4F (99518.620000 sec): 3 clusters
  Score: Raw -3479135.969201 + Penalty 5015.111201 = -3474120.858000
  nChanged 921
		SP:Iteration 5Q (99519.010000 sec): 3 clusters
  Score: Raw -3479737.547189 + Penalty 5015.111201 = -3474722.435988
  nChanged 545
		SP:Iteration 6Q (99519.340000 sec): 3 clusters
  Score: Raw -3479997.705853 + Penalty 5015.111201 = -3474982.594652
  nChanged 332
		SP:Iteration 7Q (99519.630000 sec): 3 clusters
  Score: Raw -3480105.549483 + Penalty 5015.111201 = -3475090.438282
  nChanged 203
		SP:Iteration 8Q (99519.900000 sec): 3 clusters
  Score: Raw -3480158.354493 + Penalty 5015.111201 = -3475143.243292
  nChanged 143
		SP:Iteration 9Q (99520.290000 sec): 3 clusters
  Score: Raw -3480189.066028 + Penalty 5015.111201 = -3475173.954827
  nChanged 108
		SP:Iteration 10Q (99520.580000 sec): 3 clusters
  Score: Raw -3480209.234908 + Penalty 5015.111201 = -3475194.123707
  nChanged 78
		SP:Iteration 11Q (99520.910000 sec): 3 clusters
  Score: Raw -3480221.596404 + Penalty 5015.111201 = -3475206.485203
  nChanged 60
		SP:Iteration 12Q (99521.250000 sec): 3 clusters
  Score: Raw -3480230.074645 + Penalty 5015.111201 = -3475214.963444
  nChanged 42
		SP:Iteration 13Q (99521.620000 sec): 3 clusters
  Score: Raw -3480233.772611 + Penalty 5015.111201 = -3475218.661410
  nChanged 38
		SP:Iteration 14Q (99521.870000 sec): 3 clusters
  Score: Raw -3480236.982161 + Penalty 5015.111201 = -3475221.870960
  nChanged 28
		SP:Iteration 15Q (99522.100000 sec): 3 clusters
  Score: Raw -3480239.048522 + Penalty 5015.111201 = -3475223.937321
  nChanged 20
		SP:Iteration 16Q (99522.430000 sec): 3 clusters
  Score: Raw -3480240.702804 + Penalty 5015.111201 = -3475225.591603
  nChanged 16
		SP:Iteration 17Q (99522.770000 sec): 3 clusters
  Score: Raw -3480242.640728 + Penalty 5015.111201 = -3475227.529527
  nChanged 11
		SP:Iteration 18Q (99523.080000 sec): 3 clusters
  Score: Raw -3480243.296466 + Penalty 5015.111201 = -3475228.185265
  nChanged 5
		SP:Iteration 19Q (99523.400000 sec): 3 clusters
  Score: Raw -3480243.650951 + Penalty 5015.111201 = -3475228.539750
  nChanged 8
		SP:Iteration 20F (99523.740000 sec): 3 clusters
  Score: Raw -3480244.130162 + Penalty 5015.111201 = -3475229.018961
  nChanged 10
		SP:Iteration 21Q (99524.060000 sec): 3 clusters
  Score: Raw -3480244.888413 + Penalty 5015.111201 = -3475229.777212
  nChanged 8
		SP:Iteration 22Q (99524.340000 sec): 3 clusters
  Score: Raw -3480245.354836 + Penalty 5015.111201 = -3475230.243635
  nChanged 5
		SP:Iteration 23Q (99524.670000 sec): 3 clusters
  Score: Raw -3480245.677854 + Penalty 5015.111201 = -3475230.566653
  nChanged 6
		SP:Iteration 24Q (99524.960000 sec): 3 clusters
  Score: Raw -3480246.193091 + Penalty 5015.111201 = -3475231.081890
  nChanged 10
		SP:Iteration 25Q (99525.270000 sec): 3 clusters
  Score: Raw -3480247.096207 + Penalty 5015.111201 = -3475231.985006
  nChanged 17
		SP:Iteration 26Q (99525.520000 sec): 3 clusters
  Score: Raw -3480248.345830 + Penalty 5015.111201 = -3475233.234629
  nChanged 13
		SP:Iteration 27Q (99525.820000 sec): 3 clusters
  Score: Raw -3480249.210057 + Penalty 5015.111201 = -3475234.098856
  nChanged 10
		SP:Iteration 28Q (99526.130000 sec): 3 clusters
  Score: Raw -3480249.813587 + Penalty 5015.111201 = -3475234.702386
  nChanged 10
		SP:Iteration 29Q (99526.460000 sec): 3 clusters
  Score: Raw -3480250.181493 + Penalty 5015.111201 = -3475235.070292
  nChanged 2
		SP:Iteration 30Q (99526.770000 sec): 3 clusters
  Score: Raw -3480250.302159 + Penalty 5015.111201 = -3475235.190958
  nChanged 2
		SP:Iteration 31Q (99527.130000 sec): 3 clusters
  Score: Raw -3480250.415207 + Penalty 5015.111201 = -3475235.304006
  nChanged 5
		SP:Iteration 32Q (99527.430000 sec): 3 clusters
  Score: Raw -3480250.842758 + Penalty 5015.111201 = -3475235.731557
  nChanged 3
		SP:Iteration 33Q (99527.750000 sec): 3 clusters
  Score: Raw -3480251.001225 + Penalty 5015.111201 = -3475235.890024
  nChanged 3
		SP:Iteration 34Q (99528.030000 sec): 3 clusters
  Score: Raw -3480251.156899 + Penalty 5015.111201 = -3475236.045698
  nChanged 3
		SP:Iteration 35Q (99528.380000 sec): 3 clusters
  Score: Raw -3480251.297782 + Penalty 5015.111201 = -3475236.186581
  nChanged 1
		SP:Iteration 36Q (99528.700000 sec): 3 clusters
  Score: Raw -3480251.342054 + Penalty 5015.111201 = -3475236.230853
  nChanged 0
		SP:Iteration 37F (99529.010000 sec): 3 clusters
  Score: Raw -3480251.342054 + Penalty 5015.111201 = -3475236.230853
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (24491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99529.260000 sec): 2 clusters
  Score: Raw -3815397.819579 + Penalty 2506.303124 = -3812891.516456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99529.640000 sec): 3 clusters
  Score: Raw -3800801.158546 + Penalty 5012.606247 = -3795788.552299
  nChanged 11030
		SP:Iteration 1F (99529.980000 sec): 3 clusters
  Score: Raw -3807057.380116 + Penalty 5012.606247 = -3802044.773869
  nChanged 1567
		SP:Iteration 2F (99530.300000 sec): 3 clusters
  Score: Raw -3807827.337958 + Penalty 5012.606247 = -3802814.731710
  nChanged 1432
		SP:Iteration 3F (99530.650000 sec): 3 clusters
  Score: Raw -3808570.111028 + Penalty 5012.606247 = -3803557.504781
  nChanged 1418
		SP:Iteration 4F (99531.030000 sec): 3 clusters
  Score: Raw -3809355.624684 + Penalty 5012.606247 = -3804343.018436
  nChanged 1444
		SP:Iteration 5F (99531.360000 sec): 3 clusters
  Score: Raw -3810194.855729 + Penalty 5012.606247 = -3805182.249482
  nChanged 1467
		SP:Iteration 6F (99531.670000 sec): 3 clusters
  Score: Raw -3811108.980247 + Penalty 5012.606247 = -3806096.374000
  nChanged 1452
		SP:Iteration 7F (99532.010000 sec): 3 clusters
  Score: Raw -3812021.729932 + Penalty 5012.606247 = -3807009.123685
  nChanged 1330
		SP:Iteration 8F (99532.320000 sec): 3 clusters
  Score: Raw -3812791.873164 + Penalty 5012.606247 = -3807779.266917
  nChanged 1104
		SP:Iteration 9Q (99532.680000 sec): 3 clusters
  Score: Raw -3813335.180672 + Penalty 5012.606247 = -3808322.574425
  nChanged 832
		SP:Iteration 10Q (99533.020000 sec): 3 clusters
  Score: Raw -3813666.504226 + Penalty 5012.606247 = -3808653.897978
  nChanged 672
		SP:Iteration 11Q (99533.310000 sec): 3 clusters
  Score: Raw -3813890.556671 + Penalty 5012.606247 = -3808877.950424
  nChanged 491
		SP:Iteration 12Q (99533.670000 sec): 3 clusters
  Score: Raw -3814038.678269 + Penalty 5012.606247 = -3809026.072022
  nChanged 391
		SP:Iteration 13Q (99534.020000 sec): 3 clusters
  Score: Raw -3814145.135244 + Penalty 5012.606247 = -3809132.528996
  nChanged 333
		SP:Iteration 14Q (99534.420000 sec): 3 clusters
  Score: Raw -3814233.396683 + Penalty 5012.606247 = -3809220.790436
  nChanged 291
		SP:Iteration 15Q (99534.750000 sec): 3 clusters
  Score: Raw -3814309.024106 + Penalty 5012.606247 = -3809296.417859
  nChanged 240
		SP:Iteration 16Q (99535.100000 sec): 3 clusters
  Score: Raw -3814377.130390 + Penalty 5012.606247 = -3809364.524143
  nChanged 195
		SP:Iteration 17Q (99535.440000 sec): 3 clusters
  Score: Raw -3814429.958849 + Penalty 5012.606247 = -3809417.352602
  nChanged 180
		SP:Iteration 18Q (99535.830000 sec): 3 clusters
  Score: Raw -3814477.060076 + Penalty 5012.606247 = -3809464.453829
  nChanged 186
		SP:Iteration 19Q (99536.160000 sec): 3 clusters
  Score: Raw -3814521.322433 + Penalty 5012.606247 = -3809508.716186
  nChanged 167
		SP:Iteration 20F (99536.520000 sec): 3 clusters
  Score: Raw -3814560.403558 + Penalty 5012.606247 = -3809547.797311
  nChanged 162
		SP:Iteration 21Q (99536.860000 sec): 3 clusters
  Score: Raw -3814599.406709 + Penalty 5012.606247 = -3809586.800461
  nChanged 163
		SP:Iteration 22Q (99537.160000 sec): 3 clusters
  Score: Raw -3814633.642068 + Penalty 5012.606247 = -3809621.035821
  nChanged 154
		SP:Iteration 23Q (99537.510000 sec): 3 clusters
  Score: Raw -3814665.311323 + Penalty 5012.606247 = -3809652.705076
  nChanged 142
		SP:Iteration 24Q (99537.850000 sec): 3 clusters
  Score: Raw -3814690.277551 + Penalty 5012.606247 = -3809677.671304
  nChanged 122
		SP:Iteration 25Q (99538.180000 sec): 3 clusters
  Score: Raw -3814710.300025 + Penalty 5012.606247 = -3809697.693778
  nChanged 125
		SP:Iteration 26Q (99538.540000 sec): 3 clusters
  Score: Raw -3814731.416754 + Penalty 5012.606247 = -3809718.810507
  nChanged 110
		SP:Iteration 27Q (99538.860000 sec): 3 clusters
  Score: Raw -3814751.918043 + Penalty 5012.606247 = -3809739.311796
  nChanged 132
		SP:Iteration 28Q (99539.180000 sec): 3 clusters
  Score: Raw -3814776.695926 + Penalty 5012.606247 = -3809764.089679
  nChanged 131
		SP:Iteration 29Q (99539.510000 sec): 3 clusters
  Score: Raw -3814801.270333 + Penalty 5012.606247 = -3809788.664086
  nChanged 129
		SP:Iteration 30Q (99539.810000 sec): 3 clusters
  Score: Raw -3814826.778344 + Penalty 5012.606247 = -3809814.172097
  nChanged 123
		SP:Iteration 31Q (99540.140000 sec): 3 clusters
  Score: Raw -3814848.462076 + Penalty 5012.606247 = -3809835.855829
  nChanged 118
		SP:Iteration 32Q (99540.460000 sec): 3 clusters
  Score: Raw -3814869.852093 + Penalty 5012.606247 = -3809857.245846
  nChanged 120
		SP:Iteration 33Q (99540.790000 sec): 3 clusters
  Score: Raw -3814895.402462 + Penalty 5012.606247 = -3809882.796215
  nChanged 124
		SP:Iteration 34Q (99541.160000 sec): 3 clusters
  Score: Raw -3814924.304181 + Penalty 5012.606247 = -3809911.697934
  nChanged 132
		SP:Iteration 35Q (99541.440000 sec): 3 clusters
  Score: Raw -3814961.723316 + Penalty 5012.606247 = -3809949.117069
  nChanged 155
		SP:Iteration 36Q (99541.780000 sec): 3 clusters
  Score: Raw -3815012.493643 + Penalty 5012.606247 = -3809999.887395
  nChanged 177
		SP:Iteration 37Q (99542.180000 sec): 3 clusters
  Score: Raw -3815071.585738 + Penalty 5012.606247 = -3810058.979491
  nChanged 191
		SP:Iteration 38Q (99542.530000 sec): 3 clusters
  Score: Raw -3815130.758980 + Penalty 5012.606247 = -3810118.152733
  nChanged 195
		SP:Iteration 39Q (99542.940000 sec): 3 clusters
  Score: Raw -3815185.237625 + Penalty 5012.606247 = -3810172.631377
  nChanged 182
		SP:Iteration 40F (99543.300000 sec): 3 clusters
  Score: Raw -3815233.280408 + Penalty 5012.606247 = -3810220.674161
  nChanged 185
		SP:Iteration 41Q (99543.610000 sec): 3 clusters
  Score: Raw -3815290.403645 + Penalty 5012.606247 = -3810277.797398
  nChanged 196
		SP:Iteration 42Q (99543.970000 sec): 3 clusters
  Score: Raw -3815346.461928 + Penalty 5012.606247 = -3810333.855681
  nChanged 209
		SP:Iteration 43Q (99544.260000 sec): 3 clusters
  Score: Raw -3815412.101165 + Penalty 5012.606247 = -3810399.494918
  nChanged 209
		SP:Iteration 44Q (99544.570000 sec): 3 clusters
  Score: Raw -3815481.883411 + Penalty 5012.606247 = -3810469.277163
  nChanged 205
		SP:Iteration 45Q (99544.870000 sec): 3 clusters
  Score: Raw -3815548.764199 + Penalty 5012.606247 = -3810536.157952
  nChanged 241
		SP:Iteration 46Q (99545.220000 sec): 3 clusters
  Score: Raw -3815630.257902 + Penalty 5012.606247 = -3810617.651655
  nChanged 243
		SP:Iteration 47Q (99545.560000 sec): 3 clusters
  Score: Raw -3815713.426499 + Penalty 5012.606247 = -3810700.820252
  nChanged 224
		SP:Iteration 48Q (99545.920000 sec): 3 clusters
  Score: Raw -3815790.073281 + Penalty 5012.606247 = -3810777.467034
  nChanged 222
		SP:Iteration 49Q (99546.240000 sec): 3 clusters
  Score: Raw -3815871.155602 + Penalty 5012.606247 = -3810858.549355
  nChanged 215
		SP:Iteration 50Q (99546.570000 sec): 3 clusters
  Score: Raw -3815949.088615 + Penalty 5012.606247 = -3810936.482368
  nChanged 211
		SP:Iteration 51Q (99546.870000 sec): 3 clusters
  Score: Raw -3816030.448041 + Penalty 5012.606247 = -3811017.841794
  nChanged 205
		SP:Iteration 52Q (99547.180000 sec): 3 clusters
  Score: Raw -3816110.600932 + Penalty 5012.606247 = -3811097.994685
  nChanged 190
		SP:Iteration 53Q (99547.470000 sec): 3 clusters
  Score: Raw -3816190.165767 + Penalty 5012.606247 = -3811177.559520
  nChanged 179
		SP:Iteration 54Q (99547.870000 sec): 3 clusters
  Score: Raw -3816271.671646 + Penalty 5012.606247 = -3811259.065399
  nChanged 147
		SP:Iteration 55Q (99548.140000 sec): 3 clusters
  Score: Raw -3816333.314100 + Penalty 5012.606247 = -3811320.707853
  nChanged 122
		SP:Iteration 56Q (99548.440000 sec): 3 clusters
  Score: Raw -3816384.981181 + Penalty 5012.606247 = -3811372.374933
  nChanged 115
		SP:Iteration 57Q (99548.750000 sec): 3 clusters
  Score: Raw -3816437.983457 + Penalty 5012.606247 = -3811425.377210
  nChanged 103
		SP:Iteration 58Q (99549.090000 sec): 3 clusters
  Score: Raw -3816483.850837 + Penalty 5012.606247 = -3811471.244589
  nChanged 74
		SP:Iteration 59Q (99549.390000 sec): 3 clusters
  Score: Raw -3816517.826020 + Penalty 5012.606247 = -3811505.219773
  nChanged 75
		SP:Iteration 60F (99549.660000 sec): 3 clusters
  Score: Raw -3816550.876977 + Penalty 5012.606247 = -3811538.270730
  nChanged 55
		SP:Iteration 61Q (99549.990000 sec): 3 clusters
  Score: Raw -3816571.953209 + Penalty 5012.606247 = -3811559.346962
  nChanged 45
		SP:Iteration 62Q (99550.350000 sec): 3 clusters
  Score: Raw -3816588.908312 + Penalty 5012.606247 = -3811576.302065
  nChanged 40
		SP:Iteration 63Q (99550.630000 sec): 3 clusters
  Score: Raw -3816603.886316 + Penalty 5012.606247 = -3811591.280069
  nChanged 28
		SP:Iteration 64Q (99550.950000 sec): 3 clusters
  Score: Raw -3816618.651540 + Penalty 5012.606247 = -3811606.045293
  nChanged 26
		SP:Iteration 65Q (99551.230000 sec): 3 clusters
  Score: Raw -3816631.174038 + Penalty 5012.606247 = -3811618.567791
  nChanged 35
		SP:Iteration 66Q (99551.500000 sec): 3 clusters
  Score: Raw -3816647.661589 + Penalty 5012.606247 = -3811635.055342
  nChanged 34
		SP:Iteration 67Q (99551.820000 sec): 3 clusters
  Score: Raw -3816663.582535 + Penalty 5012.606247 = -3811650.976288
  nChanged 31
		SP:Iteration 68Q (99552.120000 sec): 3 clusters
  Score: Raw -3816679.889795 + Penalty 5012.606247 = -3811667.283547
  nChanged 21
		SP:Iteration 69Q (99552.440000 sec): 3 clusters
  Score: Raw -3816693.475083 + Penalty 5012.606247 = -3811680.868836
  nChanged 23
		SP:Iteration 70Q (99552.770000 sec): 3 clusters
  Score: Raw -3816702.538599 + Penalty 5012.606247 = -3811689.932352
  nChanged 11
		SP:Iteration 71Q (99553.060000 sec): 3 clusters
  Score: Raw -3816707.170768 + Penalty 5012.606247 = -3811694.564521
  nChanged 9
		SP:Iteration 72Q (99553.350000 sec): 3 clusters
  Score: Raw -3816710.590174 + Penalty 5012.606247 = -3811697.983926
  nChanged 13
		SP:Iteration 73Q (99553.610000 sec): 3 clusters
  Score: Raw -3816716.309702 + Penalty 5012.606247 = -3811703.703455
  nChanged 11
		SP:Iteration 74Q (99553.870000 sec): 3 clusters
  Score: Raw -3816721.076894 + Penalty 5012.606247 = -3811708.470647
  nChanged 9
		SP:Iteration 75Q (99554.200000 sec): 3 clusters
  Score: Raw -3816727.255104 + Penalty 5012.606247 = -3811714.648857
  nChanged 8
		SP:Iteration 76Q (99554.620000 sec): 3 clusters
  Score: Raw -3816730.082882 + Penalty 5012.606247 = -3811717.476635
  nChanged 4
		SP:Iteration 77Q (99554.930000 sec): 3 clusters
  Score: Raw -3816731.684294 + Penalty 5012.606247 = -3811719.078047
  nChanged 2
		SP:Iteration 78Q (99555.250000 sec): 3 clusters
  Score: Raw -3816732.083317 + Penalty 5012.606247 = -3811719.477070
  nChanged 2
		SP:Iteration 79Q (99555.600000 sec): 3 clusters
  Score: Raw -3816732.806034 + Penalty 5012.606247 = -3811720.199787
  nChanged 3
		SP:Iteration 80F (99555.980000 sec): 3 clusters
  Score: Raw -3816733.948389 + Penalty 5012.606247 = -3811721.342142
  nChanged 2
		SP:Iteration 81Q (99556.300000 sec): 3 clusters
  Score: Raw -3816734.697684 + Penalty 5012.606247 = -3811722.091437
  nChanged 4
		SP:Iteration 82Q (99556.650000 sec): 3 clusters
  Score: Raw -3816736.547919 + Penalty 5012.606247 = -3811723.941672
  nChanged 5
		SP:Iteration 83Q (99557.010000 sec): 3 clusters
  Score: Raw -3816738.006926 + Penalty 5012.606247 = -3811725.400679
  nChanged 3
		SP:Iteration 84Q (99557.250000 sec): 3 clusters
  Score: Raw -3816739.741411 + Penalty 5012.606247 = -3811727.135164
  nChanged 2
		SP:Iteration 85Q (99557.550000 sec): 3 clusters
  Score: Raw -3816740.595218 + Penalty 5012.606247 = -3811727.988971
  nChanged 2
		SP:Iteration 86Q (99557.850000 sec): 3 clusters
  Score: Raw -3816741.415794 + Penalty 5012.606247 = -3811728.809547
  nChanged 4
		SP:Iteration 87Q (99558.110000 sec): 3 clusters
  Score: Raw -3816743.138207 + Penalty 5012.606247 = -3811730.531960
  nChanged 4
		SP:Iteration 88Q (99558.370000 sec): 3 clusters
  Score: Raw -3816745.161394 + Penalty 5012.606247 = -3811732.555147
  nChanged 7
		SP:Iteration 89Q (99558.700000 sec): 3 clusters
  Score: Raw -3816748.752325 + Penalty 5012.606247 = -3811736.146077
  nChanged 8
		SP:Iteration 90Q (99558.970000 sec): 3 clusters
  Score: Raw -3816750.848956 + Penalty 5012.606247 = -3811738.242709
  nChanged 4
		SP:Iteration 91Q (99559.240000 sec): 3 clusters
  Score: Raw -3816752.512203 + Penalty 5012.606247 = -3811739.905956
  nChanged 5
		SP:Iteration 92Q (99559.500000 sec): 3 clusters
  Score: Raw -3816754.959204 + Penalty 5012.606247 = -3811742.352957
  nChanged 4
		SP:Iteration 93Q (99559.830000 sec): 3 clusters
  Score: Raw -3816756.220464 + Penalty 5012.606247 = -3811743.614217
  nChanged 2
		SP:Iteration 94Q (99560.090000 sec): 3 clusters
  Score: Raw -3816756.889919 + Penalty 5012.606247 = -3811744.283671
  nChanged 1
		SP:Iteration 95Q (99560.360000 sec): 3 clusters
  Score: Raw -3816756.965337 + Penalty 5012.606247 = -3811744.359090
  nChanged 0
		SP:Iteration 96F (99560.710000 sec): 3 clusters
  Score: Raw -3816756.965337 + Penalty 5012.606247 = -3811744.359090
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (56521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99561.170000 sec): 2 clusters
  Score: Raw -8899952.791359 + Penalty 2713.707147 = -8897239.084212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99561.770000 sec): 3 clusters
  Score: Raw -8864823.163728 + Penalty 5427.414295 = -8859395.749433
  nChanged 26138
		SP:Iteration 1F (99562.390000 sec): 3 clusters
  Score: Raw -8880291.804090 + Penalty 5427.414295 = -8874864.389796
  nChanged 3066
		SP:Iteration 2F (99562.940000 sec): 3 clusters
  Score: Raw -8882369.601462 + Penalty 5427.414295 = -8876942.187167
  nChanged 3863
		SP:Iteration 3F (99563.480000 sec): 3 clusters
  Score: Raw -8886061.855391 + Penalty 5427.414295 = -8880634.441096
  nChanged 4615
		SP:Iteration 4F (99563.970000 sec): 3 clusters
  Score: Raw -8891628.050558 + Penalty 5427.414295 = -8886200.636264
  nChanged 5057
		SP:Iteration 5F (99564.560000 sec): 3 clusters
  Score: Raw -8897700.395057 + Penalty 5427.414295 = -8892272.980762
  nChanged 4964
		SP:Iteration 6F (99565.130000 sec): 3 clusters
  Score: Raw -8903569.660243 + Penalty 5427.414295 = -8898142.245948
  nChanged 4356
		SP:Iteration 7F (99565.670000 sec): 3 clusters
  Score: Raw -8908647.134323 + Penalty 5427.414295 = -8903219.720028
  nChanged 3205
		SP:Iteration 8F (99566.190000 sec): 3 clusters
  Score: Raw -8911662.170951 + Penalty 5427.414295 = -8906234.756657
  nChanged 1975
		SP:Iteration 9Q (99566.720000 sec): 3 clusters
  Score: Raw -8912836.681938 + Penalty 5427.414295 = -8907409.267644
  nChanged 1070
		SP:Iteration 10Q (99567.290000 sec): 3 clusters
  Score: Raw -8913238.822893 + Penalty 5427.414295 = -8907811.408598
  nChanged 630
		SP:Iteration 11Q (99567.840000 sec): 3 clusters
  Score: Raw -8913404.926270 + Penalty 5427.414295 = -8907977.511975
  nChanged 418
		SP:Iteration 12Q (99568.410000 sec): 3 clusters
  Score: Raw -8913494.160263 + Penalty 5427.414295 = -8908066.745969
  nChanged 311
		SP:Iteration 13Q (99568.970000 sec): 3 clusters
  Score: Raw -8913547.630076 + Penalty 5427.414295 = -8908120.215782
  nChanged 231
		SP:Iteration 14Q (99569.480000 sec): 3 clusters
  Score: Raw -8913582.492822 + Penalty 5427.414295 = -8908155.078528
  nChanged 203
		SP:Iteration 15Q (99570.070000 sec): 3 clusters
  Score: Raw -8913615.368045 + Penalty 5427.414295 = -8908187.953751
  nChanged 227
		SP:Iteration 16Q (99570.540000 sec): 3 clusters
  Score: Raw -8913649.515961 + Penalty 5427.414295 = -8908222.101666
  nChanged 216
		SP:Iteration 17Q (99571.050000 sec): 3 clusters
  Score: Raw -8913679.507347 + Penalty 5427.414295 = -8908252.093053
  nChanged 182
		SP:Iteration 18Q (99571.590000 sec): 3 clusters
  Score: Raw -8913699.894702 + Penalty 5427.414295 = -8908272.480408
  nChanged 141
		SP:Iteration 19Q (99572.200000 sec): 3 clusters
  Score: Raw -8913714.243835 + Penalty 5427.414295 = -8908286.829541
  nChanged 125
		SP:Iteration 20F (99572.740000 sec): 3 clusters
  Score: Raw -8913727.461186 + Penalty 5427.414295 = -8908300.046891
  nChanged 104
		SP:Iteration 21Q (99573.290000 sec): 3 clusters
  Score: Raw -8913737.695731 + Penalty 5427.414295 = -8908310.281436
  nChanged 97
		SP:Iteration 22Q (99573.790000 sec): 3 clusters
  Score: Raw -8913747.430890 + Penalty 5427.414295 = -8908320.016596
  nChanged 96
		SP:Iteration 23Q (99574.280000 sec): 3 clusters
  Score: Raw -8913755.538606 + Penalty 5427.414295 = -8908328.124311
  nChanged 79
		SP:Iteration 24Q (99574.780000 sec): 3 clusters
  Score: Raw -8913762.941529 + Penalty 5427.414295 = -8908335.527234
  nChanged 83
		SP:Iteration 25Q (99575.360000 sec): 3 clusters
  Score: Raw -8913770.086148 + Penalty 5427.414295 = -8908342.671853
  nChanged 73
		SP:Iteration 26Q (99575.870000 sec): 3 clusters
  Score: Raw -8913776.385951 + Penalty 5427.414295 = -8908348.971656
  nChanged 72
		SP:Iteration 27Q (99576.340000 sec): 3 clusters
  Score: Raw -8913781.896734 + Penalty 5427.414295 = -8908354.482439
  nChanged 67
		SP:Iteration 28Q (99576.830000 sec): 3 clusters
  Score: Raw -8913788.121413 + Penalty 5427.414295 = -8908360.707118
  nChanged 71
		SP:Iteration 29Q (99577.330000 sec): 3 clusters
  Score: Raw -8913794.336721 + Penalty 5427.414295 = -8908366.922426
  nChanged 69
		SP:Iteration 30Q (99577.850000 sec): 3 clusters
  Score: Raw -8913800.150929 + Penalty 5427.414295 = -8908372.736634
  nChanged 69
		SP:Iteration 31Q (99578.390000 sec): 3 clusters
  Score: Raw -8913807.284710 + Penalty 5427.414295 = -8908379.870416
  nChanged 72
		SP:Iteration 32Q (99578.940000 sec): 3 clusters
  Score: Raw -8913813.704602 + Penalty 5427.414295 = -8908386.290307
  nChanged 69
		SP:Iteration 33Q (99579.410000 sec): 3 clusters
  Score: Raw -8913820.401403 + Penalty 5427.414295 = -8908392.987108
  nChanged 72
		SP:Iteration 34Q (99579.950000 sec): 3 clusters
  Score: Raw -8913827.417483 + Penalty 5427.414295 = -8908400.003189
  nChanged 65
		SP:Iteration 35Q (99580.450000 sec): 3 clusters
  Score: Raw -8913833.089657 + Penalty 5427.414295 = -8908405.675363
  nChanged 71
		SP:Iteration 36Q (99581.010000 sec): 3 clusters
  Score: Raw -8913839.387221 + Penalty 5427.414295 = -8908411.972927
  nChanged 63
		SP:Iteration 37Q (99581.520000 sec): 3 clusters
  Score: Raw -8913844.918639 + Penalty 5427.414295 = -8908417.504344
  nChanged 68
		SP:Iteration 38Q (99581.970000 sec): 3 clusters
  Score: Raw -8913851.233253 + Penalty 5427.414295 = -8908423.818958
  nChanged 75
		SP:Iteration 39Q (99582.430000 sec): 3 clusters
  Score: Raw -8913858.305773 + Penalty 5427.414295 = -8908430.891478
  nChanged 75
		SP:Iteration 40F (99582.890000 sec): 3 clusters
  Score: Raw -8913864.805332 + Penalty 5427.414295 = -8908437.391037
  nChanged 67
		SP:Iteration 41Q (99583.400000 sec): 3 clusters
  Score: Raw -8913870.956377 + Penalty 5427.414295 = -8908443.542082
  nChanged 76
		SP:Iteration 42Q (99583.940000 sec): 3 clusters
  Score: Raw -8913877.511880 + Penalty 5427.414295 = -8908450.097586
  nChanged 62
		SP:Iteration 43Q (99584.500000 sec): 3 clusters
  Score: Raw -8913882.013810 + Penalty 5427.414295 = -8908454.599515
  nChanged 50
		SP:Iteration 44Q (99585.070000 sec): 3 clusters
  Score: Raw -8913885.764827 + Penalty 5427.414295 = -8908458.350532
  nChanged 54
		SP:Iteration 45Q (99585.590000 sec): 3 clusters
  Score: Raw -8913889.531451 + Penalty 5427.414295 = -8908462.117156
  nChanged 45
		SP:Iteration 46Q (99586.140000 sec): 3 clusters
  Score: Raw -8913892.535208 + Penalty 5427.414295 = -8908465.120913
  nChanged 52
		SP:Iteration 47Q (99586.690000 sec): 3 clusters
  Score: Raw -8913896.104564 + Penalty 5427.414295 = -8908468.690270
  nChanged 53
		SP:Iteration 48Q (99587.210000 sec): 3 clusters
  Score: Raw -8913898.905662 + Penalty 5427.414295 = -8908471.491367
  nChanged 45
		SP:Iteration 49Q (99587.740000 sec): 3 clusters
  Score: Raw -8913900.663659 + Penalty 5427.414295 = -8908473.249364
  nChanged 26
		SP:Iteration 50Q (99588.250000 sec): 3 clusters
  Score: Raw -8913901.719113 + Penalty 5427.414295 = -8908474.304819
  nChanged 24
		SP:Iteration 51Q (99588.840000 sec): 3 clusters
  Score: Raw -8913902.558134 + Penalty 5427.414295 = -8908475.143839
  nChanged 18
		SP:Iteration 52Q (99589.360000 sec): 3 clusters
  Score: Raw -8913903.128734 + Penalty 5427.414295 = -8908475.714439
  nChanged 15
		SP:Iteration 53Q (99589.960000 sec): 3 clusters
  Score: Raw -8913903.657053 + Penalty 5427.414295 = -8908476.242759
  nChanged 14
		SP:Iteration 54Q (99590.530000 sec): 3 clusters
  Score: Raw -8913904.228061 + Penalty 5427.414295 = -8908476.813767
  nChanged 15
		SP:Iteration 55Q (99591.080000 sec): 3 clusters
  Score: Raw -8913904.836049 + Penalty 5427.414295 = -8908477.421754
  nChanged 12
		SP:Iteration 56Q (99591.630000 sec): 3 clusters
  Score: Raw -8913905.337409 + Penalty 5427.414295 = -8908477.923114
  nChanged 11
		SP:Iteration 57Q (99592.210000 sec): 3 clusters
  Score: Raw -8913905.916203 + Penalty 5427.414295 = -8908478.501908
  nChanged 12
		SP:Iteration 58Q (99592.780000 sec): 3 clusters
  Score: Raw -8913906.407843 + Penalty 5427.414295 = -8908478.993548
  nChanged 17
		SP:Iteration 59Q (99593.320000 sec): 3 clusters
  Score: Raw -8913907.041272 + Penalty 5427.414295 = -8908479.626977
  nChanged 10
		SP:Iteration 60F (99593.840000 sec): 3 clusters
  Score: Raw -8913907.366006 + Penalty 5427.414295 = -8908479.951711
  nChanged 12
		SP:Iteration 61Q (99594.340000 sec): 3 clusters
  Score: Raw -8913907.811860 + Penalty 5427.414295 = -8908480.397565
  nChanged 10
		SP:Iteration 62Q (99594.870000 sec): 3 clusters
  Score: Raw -8913908.187211 + Penalty 5427.414295 = -8908480.772916
  nChanged 8
		SP:Iteration 63Q (99595.510000 sec): 3 clusters
  Score: Raw -8913908.448828 + Penalty 5427.414295 = -8908481.034533
  nChanged 6
		SP:Iteration 64Q (99596.100000 sec): 3 clusters
  Score: Raw -8913908.588215 + Penalty 5427.414295 = -8908481.173920
  nChanged 5
		SP:Iteration 65Q (99596.570000 sec): 3 clusters
  Score: Raw -8913908.738475 + Penalty 5427.414295 = -8908481.324180
  nChanged 9
		SP:Iteration 66Q (99597.160000 sec): 3 clusters
  Score: Raw -8913909.124892 + Penalty 5427.414295 = -8908481.710598
  nChanged 11
		SP:Iteration 67Q (99597.760000 sec): 3 clusters
  Score: Raw -8913909.566680 + Penalty 5427.414295 = -8908482.152385
  nChanged 10
		SP:Iteration 68Q (99598.360000 sec): 3 clusters
  Score: Raw -8913910.031961 + Penalty 5427.414295 = -8908482.617667
  nChanged 8
		SP:Iteration 69Q (99598.830000 sec): 3 clusters
  Score: Raw -8913910.479374 + Penalty 5427.414295 = -8908483.065080
  nChanged 14
		SP:Iteration 70Q (99599.490000 sec): 3 clusters
  Score: Raw -8913910.978466 + Penalty 5427.414295 = -8908483.564171
  nChanged 14
		SP:Iteration 71Q (99600.100000 sec): 3 clusters
  Score: Raw -8913911.602764 + Penalty 5427.414295 = -8908484.188470
  nChanged 16
		SP:Iteration 72Q (99600.640000 sec): 3 clusters
  Score: Raw -8913912.231960 + Penalty 5427.414295 = -8908484.817665
  nChanged 16
		SP:Iteration 73Q (99601.260000 sec): 3 clusters
  Score: Raw -8913912.884507 + Penalty 5427.414295 = -8908485.470212
  nChanged 13
		SP:Iteration 74Q (99601.800000 sec): 3 clusters
  Score: Raw -8913913.509551 + Penalty 5427.414295 = -8908486.095257
  nChanged 13
		SP:Iteration 75Q (99602.450000 sec): 3 clusters
  Score: Raw -8913914.067856 + Penalty 5427.414295 = -8908486.653562
  nChanged 6
		SP:Iteration 76Q (99603.100000 sec): 3 clusters
  Score: Raw -8913914.287777 + Penalty 5427.414295 = -8908486.873482
  nChanged 5
		SP:Iteration 77Q (99603.640000 sec): 3 clusters
  Score: Raw -8913914.488806 + Penalty 5427.414295 = -8908487.074512
  nChanged 3
		SP:Iteration 78Q (99604.230000 sec): 3 clusters
  Score: Raw -8913914.561986 + Penalty 5427.414295 = -8908487.147691
  nChanged 1
		SP:Iteration 79Q (99604.870000 sec): 3 clusters
  Score: Raw -8913914.567829 + Penalty 5427.414295 = -8908487.153534
  nChanged 1
		SP:Iteration 80F (99605.380000 sec): 3 clusters
  Score: Raw -8913914.597093 + Penalty 5427.414295 = -8908487.182799
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Iteration 20F (99826.210000 sec): 40 clusters
  Score: Raw -288494555.220754 + Penalty 139690.755927 = -288354864.464827
  nChanged 131021
Iteration 21F (100041.680000 sec): 40 clusters
  Score: Raw -288549910.858664 + Penalty 139690.755927 = -288410220.102736
  nChanged 67342
Iteration 22Q (100178.630000 sec): 40 clusters
  Score: Raw -288578654.799764 + Penalty 139690.755927 = -288438964.043837
  nChanged 53854
Iteration 23Q (100321.850000 sec): 40 clusters
  Score: Raw -288600984.209049 + Penalty 139690.755927 = -288461293.453122
  nChanged 47832
Iteration 24Q (100449.330000 sec): 40 clusters
  Score: Raw -288620993.534247 + Penalty 139690.755927 = -288481302.778319
  nChanged 44494
Iteration 25Q (100588.230000 sec): 40 clusters
  Score: Raw -288639886.348542 + Penalty 139690.755927 = -288500195.592615
  nChanged 42380
Iteration 26Q (100713.760000 sec): 40 clusters
  Score: Raw -288658366.287393 + Penalty 139690.755927 = -288518675.531466
  nChanged 40680
Iteration 27Q (100873.590000 sec): 40 clusters
  Score: Raw -288676006.042393 + Penalty 139690.755927 = -288536315.286466
  nChanged 38975
Iteration 28Q (101037.270000 sec): 40 clusters
  Score: Raw -288691903.472719 + Penalty 139690.755927 = -288552212.716792
  nChanged 37048
Iteration 29Q (101191.620000 sec): 40 clusters
  Score: Raw -288706429.483099 + Penalty 139690.755927 = -288566738.727172
  nChanged 35430
Iteration 30Q (101312.670000 sec): 40 clusters
  Score: Raw -288721024.792650 + Penalty 139690.755927 = -288581334.036723
  nChanged 34445
Iteration 31Q (101427.120000 sec): 40 clusters
  Score: Raw -288737378.493839 + Penalty 139690.755927 = -288597687.737911
  nChanged 34529
Iteration 32Q (101552.710000 sec): 40 clusters
  Score: Raw -288754843.087665 + Penalty 139690.755927 = -288615152.331738
  nChanged 34131
Iteration 33Q (101658.230000 sec): 40 clusters
  Score: Raw -288772602.031941 + Penalty 139690.755927 = -288632911.276014
  nChanged 32299
Iteration 34Q (101779.110000 sec): 40 clusters
  Score: Raw -288790758.309868 + Penalty 139690.755927 = -288651067.553940
  nChanged 28176
Iteration 35Q (101894.000000 sec): 40 clusters
  Score: Raw -288809146.967987 + Penalty 139690.755927 = -288669456.212059
  nChanged 21862
Iteration 36Q (102022.250000 sec): 40 clusters
  Score: Raw -288827856.936188 + Penalty 139690.755927 = -288688166.180261
  nChanged 19279
Iteration 37Q (102153.140000 sec): 40 clusters
  Score: Raw -288840694.700966 + Penalty 139690.755927 = -288701003.945038
  nChanged 18383
Iteration 38Q (102269.010000 sec): 40 clusters
  Score: Raw -288846240.103723 + Penalty 139690.755927 = -288706549.347796
  nChanged 15289
Iteration 39Q (102386.200000 sec): 40 clusters
  Score: Raw -288849787.847615 + Penalty 139690.755927 = -288710097.091688
  nChanged 13303
Iteration 40F (102586.250000 sec): 40 clusters
  Score: Raw -288854343.219256 + Penalty 139690.755927 = -288714652.463328
  nChanged 13643
Iteration 41Q (102718.070000 sec): 40 clusters
  Score: Raw -288857349.140825 + Penalty 139690.755927 = -288717658.384897
  nChanged 12682
Iteration 42Q (102849.940000 sec): 40 clusters
  Score: Raw -288859862.377885 + Penalty 139690.755927 = -288720171.621958
  nChanged 12068
Iteration 43Q (102965.390000 sec): 40 clusters
  Score: Raw -288862214.026073 + Penalty 139690.755927 = -288722523.270146
  nChanged 11554
Iteration 44Q (103097.460000 sec): 40 clusters
  Score: Raw -288864501.381349 + Penalty 139690.755927 = -288724810.625422
  nChanged 11415
Iteration 45Q (103230.240000 sec): 40 clusters
  Score: Raw -288866832.668836 + Penalty 139690.755927 = -288727141.912909
  nChanged 10985
Iteration 46Q (103345.360000 sec): 40 clusters
  Score: Raw -288869110.130714 + Penalty 139690.755927 = -288729419.374786
  nChanged 10764
Iteration 47Q (103461.320000 sec): 40 clusters
  Score: Raw -288871344.311975 + Penalty 139690.755927 = -288731653.556047
  nChanged 10596
Iteration 48Q (103593.950000 sec): 40 clusters
  Score: Raw -288873592.836611 + Penalty 139690.755927 = -288733902.080683
  nChanged 10247
Iteration 49Q (103723.010000 sec): 40 clusters
  Score: Raw -288875800.247758 + Penalty 139690.755927 = -288736109.491830
  nChanged 9976
Iteration 50Q (103838.650000 sec): 40 clusters
  Score: Raw -288877810.326593 + Penalty 139690.755927 = -288738119.570666
  nChanged 9511
Iteration 51Q (103967.940000 sec): 40 clusters
  Score: Raw -288879623.547816 + Penalty 139690.755927 = -288739932.791888
  nChanged 8959
Iteration 52Q (104097.500000 sec): 40 clusters
  Score: Raw -288881242.932270 + Penalty 139690.755927 = -288741552.176343
  nChanged 8398
Iteration 53Q (104210.060000 sec): 40 clusters
  Score: Raw -288882708.578787 + Penalty 139690.755927 = -288743017.822860
  nChanged 7932
Iteration 54Q (104331.480000 sec): 40 clusters
  Score: Raw -288884017.439308 + Penalty 139690.755927 = -288744326.683381
  nChanged 7300
Iteration 55Q (104463.660000 sec): 40 clusters
  Score: Raw -288885135.240604 + Penalty 139690.755927 = -288745444.484676
  nChanged 6692
Iteration 56Q (104586.690000 sec): 40 clusters
  Score: Raw -288886114.410721 + Penalty 139690.755927 = -288746423.654794
  nChanged 6356
Iteration 57Q (104700.940000 sec): 40 clusters
  Score: Raw -288887051.792856 + Penalty 139690.755927 = -288747361.036929
  nChanged 5929
Iteration 58Q (104831.670000 sec): 40 clusters
  Score: Raw -288888003.196391 + Penalty 139690.755927 = -288748312.440464
  nChanged 5773
Writing temp clu file 
Because OldScore, -288747361.036929, is greater than current (better) Score,-288748312.440464 
 Compute initial score before splitting:   Score: Raw -288888003.196391 + Penalty 139690.755927 = -288748312.440464
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (18408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104832.920000 sec): 2 clusters
  Score: Raw -2741841.821176 + Penalty 2435.494077 = -2739406.327099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104833.240000 sec): 3 clusters
  Score: Raw -2731214.813943 + Penalty 4870.988153 = -2726343.825790
  nChanged 8082
		SP:Iteration 1F (104833.520000 sec): 3 clusters
  Score: Raw -2736004.690450 + Penalty 4870.988153 = -2731133.702297
  nChanged 1291
		SP:Iteration 2F (104833.840000 sec): 3 clusters
  Score: Raw -2736737.556466 + Penalty 4870.988153 = -2731866.568313
  nChanged 1146
		SP:Iteration 3F (104834.080000 sec): 3 clusters
  Score: Raw -2737451.533812 + Penalty 4870.988153 = -2732580.545659
  nChanged 1130
		SP:Iteration 4F (104834.410000 sec): 3 clusters
  Score: Raw -2738183.532370 + Penalty 4870.988153 = -2733312.544217
  nChanged 1062
		SP:Iteration 5F (104834.740000 sec): 3 clusters
  Score: Raw -2738847.580369 + Penalty 4870.988153 = -2733976.592215
  nChanged 975
		SP:Iteration 6F (104835.040000 sec): 3 clusters
  Score: Raw -2739469.055206 + Penalty 4870.988153 = -2734598.067053
  nChanged 882
		SP:Iteration 7Q (104835.350000 sec): 3 clusters
  Score: Raw -2740019.609638 + Penalty 4870.988153 = -2735148.621485
  nChanged 795
		SP:Iteration 8Q (104835.660000 sec): 3 clusters
  Score: Raw -2740484.001008 + Penalty 4870.988153 = -2735613.012855
  nChanged 674
		SP:Iteration 9Q (104835.960000 sec): 3 clusters
  Score: Raw -2740856.414756 + Penalty 4870.988153 = -2735985.426603
  nChanged 593
		SP:Iteration 10Q (104836.210000 sec): 3 clusters
  Score: Raw -2741138.893932 + Penalty 4870.988153 = -2736267.905779
  nChanged 442
		SP:Iteration 11Q (104836.550000 sec): 3 clusters
  Score: Raw -2741307.052012 + Penalty 4870.988153 = -2736436.063859
  nChanged 330
		SP:Iteration 12Q (104836.860000 sec): 3 clusters
  Score: Raw -2741433.807698 + Penalty 4870.988153 = -2736562.819545
  nChanged 281
		SP:Iteration 13Q (104837.230000 sec): 3 clusters
  Score: Raw -2741541.903058 + Penalty 4870.988153 = -2736670.914905
  nChanged 251
		SP:Iteration 14Q (104837.580000 sec): 3 clusters
  Score: Raw -2741645.062328 + Penalty 4870.988153 = -2736774.074174
  nChanged 235
		SP:Iteration 15Q (104838.000000 sec): 3 clusters
  Score: Raw -2741734.164202 + Penalty 4870.988153 = -2736863.176049
  nChanged 206
		SP:Iteration 16Q (104838.340000 sec): 3 clusters
  Score: Raw -2741801.045715 + Penalty 4870.988153 = -2736930.057562
  nChanged 185
		SP:Iteration 17Q (104838.610000 sec): 3 clusters
  Score: Raw -2741860.042190 + Penalty 4870.988153 = -2736989.054037
  nChanged 198
		SP:Iteration 18Q (104838.900000 sec): 3 clusters
  Score: Raw -2741923.551405 + Penalty 4870.988153 = -2737052.563251
  nChanged 172
		SP:Iteration 19Q (104839.300000 sec): 3 clusters
  Score: Raw -2741979.026841 + Penalty 4870.988153 = -2737108.038688
  nChanged 182
		SP:Iteration 20F (104839.640000 sec): 3 clusters
  Score: Raw -2742039.630110 + Penalty 4870.988153 = -2737168.641957
  nChanged 187
		SP:Iteration 21Q (104839.900000 sec): 3 clusters
  Score: Raw -2742106.949839 + Penalty 4870.988153 = -2737235.961685
  nChanged 194
		SP:Iteration 22Q (104840.180000 sec): 3 clusters
  Score: Raw -2742160.389711 + Penalty 4870.988153 = -2737289.401558
  nChanged 159
		SP:Iteration 23Q (104840.520000 sec): 3 clusters
  Score: Raw -2742208.556461 + Penalty 4870.988153 = -2737337.568308
  nChanged 178
		SP:Iteration 24Q (104840.810000 sec): 3 clusters
  Score: Raw -2742265.662196 + Penalty 4870.988153 = -2737394.674043
  nChanged 177
		SP:Iteration 25Q (104841.170000 sec): 3 clusters
  Score: Raw -2742325.670623 + Penalty 4870.988153 = -2737454.682470
  nChanged 161
		SP:Iteration 26Q (104841.470000 sec): 3 clusters
  Score: Raw -2742371.956553 + Penalty 4870.988153 = -2737500.968399
  nChanged 152
		SP:Iteration 27Q (104841.780000 sec): 3 clusters
  Score: Raw -2742420.656546 + Penalty 4870.988153 = -2737549.668393
  nChanged 134
		SP:Iteration 28Q (104842.070000 sec): 3 clusters
  Score: Raw -2742465.206542 + Penalty 4870.988153 = -2737594.218389
  nChanged 116
		SP:Iteration 29Q (104842.340000 sec): 3 clusters
  Score: Raw -2742501.797905 + Penalty 4870.988153 = -2737630.809752
  nChanged 110
		SP:Iteration 30Q (104842.610000 sec): 3 clusters
  Score: Raw -2742533.880555 + Penalty 4870.988153 = -2737662.892402
  nChanged 106
		SP:Iteration 31Q (104842.920000 sec): 3 clusters
  Score: Raw -2742568.164754 + Penalty 4870.988153 = -2737697.176601
  nChanged 110
		SP:Iteration 32Q (104843.200000 sec): 3 clusters
  Score: Raw -2742604.716564 + Penalty 4870.988153 = -2737733.728410
  nChanged 103
		SP:Iteration 33Q (104843.430000 sec): 3 clusters
  Score: Raw -2742632.533415 + Penalty 4870.988153 = -2737761.545262
  nChanged 92
		SP:Iteration 34Q (104843.690000 sec): 3 clusters
  Score: Raw -2742663.446492 + Penalty 4870.988153 = -2737792.458338
  nChanged 100
		SP:Iteration 35Q (104843.950000 sec): 3 clusters
  Score: Raw -2742691.021406 + Penalty 4870.988153 = -2737820.033253
  nChanged 91
		SP:Iteration 36Q (104844.250000 sec): 3 clusters
  Score: Raw -2742712.431135 + Penalty 4870.988153 = -2737841.442982
  nChanged 73
		SP:Iteration 37Q (104844.610000 sec): 3 clusters
  Score: Raw -2742732.248028 + Penalty 4870.988153 = -2737861.259875
  nChanged 60
		SP:Iteration 38Q (104844.910000 sec): 3 clusters
  Score: Raw -2742749.396892 + Penalty 4870.988153 = -2737878.408739
  nChanged 63
		SP:Iteration 39Q (104845.110000 sec): 3 clusters
  Score: Raw -2742765.294503 + Penalty 4870.988153 = -2737894.306349
  nChanged 65
		SP:Iteration 40F (104845.450000 sec): 3 clusters
  Score: Raw -2742780.241531 + Penalty 4870.988153 = -2737909.253378
  nChanged 53
		SP:Iteration 41Q (104845.730000 sec): 3 clusters
  Score: Raw -2742792.390758 + Penalty 4870.988153 = -2737921.402604
  nChanged 47
		SP:Iteration 42Q (104845.990000 sec): 3 clusters
  Score: Raw -2742804.154440 + Penalty 4870.988153 = -2737933.166287
  nChanged 41
		SP:Iteration 43Q (104846.320000 sec): 3 clusters
  Score: Raw -2742812.967545 + Penalty 4870.988153 = -2737941.979392
  nChanged 43
		SP:Iteration 44Q (104846.670000 sec): 3 clusters
  Score: Raw -2742824.420451 + Penalty 4870.988153 = -2737953.432298
  nChanged 37
		SP:Iteration 45Q (104846.940000 sec): 3 clusters
  Score: Raw -2742835.935678 + Penalty 4870.988153 = -2737964.947525
  nChanged 45
		SP:Iteration 46Q (104847.210000 sec): 3 clusters
  Score: Raw -2742846.824215 + Penalty 4870.988153 = -2737975.836061
  nChanged 44
		SP:Iteration 47Q (104847.510000 sec): 3 clusters
  Score: Raw -2742858.568627 + Penalty 4870.988153 = -2737987.580474
  nChanged 43
		SP:Iteration 48Q (104847.750000 sec): 3 clusters
  Score: Raw -2742869.274913 + Penalty 4870.988153 = -2737998.286759
  nChanged 48
		SP:Iteration 49Q (104848.060000 sec): 3 clusters
  Score: Raw -2742882.057003 + Penalty 4870.988153 = -2738011.068849
  nChanged 34
		SP:Iteration 50Q (104848.320000 sec): 3 clusters
  Score: Raw -2742891.161906 + Penalty 4870.988153 = -2738020.173753
  nChanged 36
		SP:Iteration 51Q (104848.620000 sec): 3 clusters
  Score: Raw -2742902.540267 + Penalty 4870.988153 = -2738031.552114
  nChanged 27
		SP:Iteration 52Q (104848.850000 sec): 3 clusters
  Score: Raw -2742908.935740 + Penalty 4870.988153 = -2738037.947587
  nChanged 27
		SP:Iteration 53Q (104849.110000 sec): 3 clusters
  Score: Raw -2742914.999927 + Penalty 4870.988153 = -2738044.011773
  nChanged 25
		SP:Iteration 54Q (104849.370000 sec): 3 clusters
  Score: Raw -2742920.175818 + Penalty 4870.988153 = -2738049.187664
  nChanged 15
		SP:Iteration 55Q (104849.690000 sec): 3 clusters
  Score: Raw -2742923.301742 + Penalty 4870.988153 = -2738052.313589
  nChanged 20
		SP:Iteration 56Q (104849.970000 sec): 3 clusters
  Score: Raw -2742926.559142 + Penalty 4870.988153 = -2738055.570989
  nChanged 10
		SP:Iteration 57Q (104850.260000 sec): 3 clusters
  Score: Raw -2742928.496483 + Penalty 4870.988153 = -2738057.508330
  nChanged 11
		SP:Iteration 58Q (104850.590000 sec): 3 clusters
  Score: Raw -2742931.247192 + Penalty 4870.988153 = -2738060.259038
  nChanged 15
		SP:Iteration 59Q (104850.900000 sec): 3 clusters
  Score: Raw -2742935.591042 + Penalty 4870.988153 = -2738064.602889
  nChanged 17
		SP:Iteration 60F (104851.190000 sec): 3 clusters
  Score: Raw -2742939.985379 + Penalty 4870.988153 = -2738068.997225
  nChanged 21
		SP:Iteration 61Q (104851.510000 sec): 3 clusters
  Score: Raw -2742944.524091 + Penalty 4870.988153 = -2738073.535937
  nChanged 23
		SP:Iteration 62Q (104851.820000 sec): 3 clusters
  Score: Raw -2742951.805248 + Penalty 4870.988153 = -2738080.817094
  nChanged 26
		SP:Iteration 63Q (104852.150000 sec): 3 clusters
  Score: Raw -2742957.218272 + Penalty 4870.988153 = -2738086.230118
  nChanged 14
		SP:Iteration 64Q (104852.440000 sec): 3 clusters
  Score: Raw -2742960.017900 + Penalty 4870.988153 = -2738089.029746
  nChanged 12
		SP:Iteration 65Q (104852.750000 sec): 3 clusters
  Score: Raw -2742962.361906 + Penalty 4870.988153 = -2738091.373753
  nChanged 11
		SP:Iteration 66Q (104853.050000 sec): 3 clusters
  Score: Raw -2742963.992950 + Penalty 4870.988153 = -2738093.004796
  nChanged 8
		SP:Iteration 67Q (104853.320000 sec): 3 clusters
  Score: Raw -2742965.830699 + Penalty 4870.988153 = -2738094.842546
  nChanged 9
		SP:Iteration 68Q (104853.600000 sec): 3 clusters
  Score: Raw -2742967.568479 + Penalty 4870.988153 = -2738096.580326
  nChanged 7
		SP:Iteration 69Q (104853.850000 sec): 3 clusters
  Score: Raw -2742968.506002 + Penalty 4870.988153 = -2738097.517849
  nChanged 4
		SP:Iteration 70Q (104854.190000 sec): 3 clusters
  Score: Raw -2742968.942070 + Penalty 4870.988153 = -2738097.953916
  nChanged 1
		SP:Iteration 71Q (104854.520000 sec): 3 clusters
  Score: Raw -2742969.037458 + Penalty 4870.988153 = -2738098.049304
  nChanged 1
		SP:Iteration 72Q (104854.730000 sec): 3 clusters
  Score: Raw -2742969.261177 + Penalty 4870.988153 = -2738098.273024
  nChanged 3
		SP:Iteration 73Q (104854.940000 sec): 3 clusters
  Score: Raw -2742970.256528 + Penalty 4870.988153 = -2738099.268375
  nChanged 7
		SP:Iteration 74Q (104855.140000 sec): 3 clusters
  Score: Raw -2742971.898154 + Penalty 4870.988153 = -2738100.910001
  nChanged 6
		SP:Iteration 75Q (104855.410000 sec): 3 clusters
  Score: Raw -2742972.982829 + Penalty 4870.988153 = -2738101.994676
  nChanged 6
		SP:Iteration 76Q (104855.600000 sec): 3 clusters
  Score: Raw -2742974.070724 + Penalty 4870.988153 = -2738103.082571
  nChanged 7
		SP:Iteration 77Q (104855.790000 sec): 3 clusters
  Score: Raw -2742975.158331 + Penalty 4870.988153 = -2738104.170178
  nChanged 6
		SP:Iteration 78Q (104855.990000 sec): 3 clusters
  Score: Raw -2742976.112384 + Penalty 4870.988153 = -2738105.124231
  nChanged 4
		SP:Iteration 79Q (104856.230000 sec): 3 clusters
  Score: Raw -2742976.596126 + Penalty 4870.988153 = -2738105.607972
  nChanged 4
		SP:Iteration 80F (104856.500000 sec): 3 clusters
  Score: Raw -2742977.718815 + Penalty 4870.988153 = -2738106.730661
  nChanged 1
		SP:Iteration 81Q (104856.780000 sec): 3 clusters
  Score: Raw -2742977.915772 + Penalty 4870.988153 = -2738106.927619
  nChanged 1
		SP:Iteration 82Q (104857.040000 sec): 3 clusters
  Score: Raw -2742978.169161 + Penalty 4870.988153 = -2738107.181008
  nChanged 1
		SP:Iteration 83Q (104857.320000 sec): 3 clusters
  Score: Raw -2742978.532757 + Penalty 4870.988153 = -2738107.544604
  nChanged 1
		SP:Iteration 84Q (104857.600000 sec): 3 clusters
  Score: Raw -2742978.618000 + Penalty 4870.988153 = -2738107.629847
  nChanged 1
		SP:Iteration 85Q (104857.860000 sec): 3 clusters
  Score: Raw -2742978.753753 + Penalty 4870.988153 = -2738107.765600
  nChanged 2
		SP:Iteration 86Q (104858.140000 sec): 3 clusters
  Score: Raw -2742979.262857 + Penalty 4870.988153 = -2738108.274704
  nChanged 3
		SP:Iteration 87Q (104858.450000 sec): 3 clusters
  Score: Raw -2742979.862302 + Penalty 4870.988153 = -2738108.874149
  nChanged 1
		SP:Iteration 88Q (104858.680000 sec): 3 clusters
  Score: Raw -2742979.998040 + Penalty 4870.988153 = -2738109.009886
  nChanged 2
		SP:Iteration 89Q (104859.000000 sec): 3 clusters
  Score: Raw -2742980.463849 + Penalty 4870.988153 = -2738109.475696
  nChanged 2
		SP:Iteration 90Q (104859.310000 sec): 3 clusters
  Score: Raw -2742980.971436 + Penalty 4870.988153 = -2738109.983283
  nChanged 4
		SP:Iteration 91Q (104859.680000 sec): 3 clusters
  Score: Raw -2742981.645652 + Penalty 4870.988153 = -2738110.657498
  nChanged 1
		SP:Iteration 92Q (104859.970000 sec): 3 clusters
  Score: Raw -2742981.693389 + Penalty 4870.988153 = -2738110.705236
  nChanged 0
		SP:Iteration 93F (104860.260000 sec): 3 clusters
  Score: Raw -2742981.693389 + Penalty 4870.988153 = -2738110.705236
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (12249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104860.420000 sec): 2 clusters
  Score: Raw -1986664.869177 + Penalty 2334.473496 = -1984330.395681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104860.670000 sec): 3 clusters
  Score: Raw -1979888.135612 + Penalty 4668.946992 = -1975219.188621
  nChanged 5132
		SP:Iteration 1F (104860.880000 sec): 3 clusters
  Score: Raw -1982740.739187 + Penalty 4668.946992 = -1978071.792196
  nChanged 857
		SP:Iteration 2F (104861.000000 sec): 3 clusters
  Score: Raw -1983212.323797 + Penalty 4668.946992 = -1978543.376805
  nChanged 728
		SP:Iteration 3F (104861.180000 sec): 3 clusters
  Score: Raw -1983627.215509 + Penalty 4668.946992 = -1978958.268517
  nChanged 668
		SP:Iteration 4F (104861.400000 sec): 3 clusters
  Score: Raw -1984034.817200 + Penalty 4668.946992 = -1979365.870209
  nChanged 650
		SP:Iteration 5F (104861.690000 sec): 3 clusters
  Score: Raw -1984492.292446 + Penalty 4668.946992 = -1979823.345454
  nChanged 642
		SP:Iteration 6F (104861.910000 sec): 3 clusters
  Score: Raw -1984949.426281 + Penalty 4668.946992 = -1980280.479289
  nChanged 657
		SP:Iteration 7F (104862.200000 sec): 3 clusters
  Score: Raw -1985389.709478 + Penalty 4668.946992 = -1980720.762486
  nChanged 590
		SP:Iteration 8Q (104862.490000 sec): 3 clusters
  Score: Raw -1985752.302463 + Penalty 4668.946992 = -1981083.355472
  nChanged 518
		SP:Iteration 9Q (104862.770000 sec): 3 clusters
  Score: Raw -1986058.315942 + Penalty 4668.946992 = -1981389.368951
  nChanged 435
		SP:Iteration 10Q (104862.990000 sec): 3 clusters
  Score: Raw -1986301.818482 + Penalty 4668.946992 = -1981632.871490
  nChanged 423
		SP:Iteration 11Q (104863.300000 sec): 3 clusters
  Score: Raw -1986531.562144 + Penalty 4668.946992 = -1981862.615152
  nChanged 374
		SP:Iteration 12Q (104863.520000 sec): 3 clusters
  Score: Raw -1986742.924365 + Penalty 4668.946992 = -1982073.977374
  nChanged 329
		SP:Iteration 13Q (104863.820000 sec): 3 clusters
  Score: Raw -1986968.450967 + Penalty 4668.946992 = -1982299.503975
  nChanged 340
		SP:Iteration 14Q (104864.030000 sec): 3 clusters
  Score: Raw -1987332.356511 + Penalty 4668.946992 = -1982663.409519
  nChanged 347
		SP:Iteration 15Q (104864.300000 sec): 3 clusters
  Score: Raw -1987744.512059 + Penalty 4668.946992 = -1983075.565068
  nChanged 334
		SP:Iteration 16Q (104864.560000 sec): 3 clusters
  Score: Raw -1988004.020649 + Penalty 4668.946992 = -1983335.073657
  nChanged 249
		SP:Iteration 17Q (104864.800000 sec): 3 clusters
  Score: Raw -1988150.329355 + Penalty 4668.946992 = -1983481.382363
  nChanged 194
		SP:Iteration 18Q (104865.040000 sec): 3 clusters
  Score: Raw -1988241.077594 + Penalty 4668.946992 = -1983572.130602
  nChanged 133
		SP:Iteration 19Q (104865.280000 sec): 3 clusters
  Score: Raw -1988293.563068 + Penalty 4668.946992 = -1983624.616077
  nChanged 110
		SP:Iteration 20F (104865.470000 sec): 3 clusters
  Score: Raw -1988333.682213 + Penalty 4668.946992 = -1983664.735221
  nChanged 81
		SP:Iteration 21Q (104865.710000 sec): 3 clusters
  Score: Raw -1988361.583454 + Penalty 4668.946992 = -1983692.636463
  nChanged 72
		SP:Iteration 22Q (104865.970000 sec): 3 clusters
  Score: Raw -1988388.016374 + Penalty 4668.946992 = -1983719.069382
  nChanged 74
		SP:Iteration 23Q (104866.150000 sec): 3 clusters
  Score: Raw -1988413.582006 + Penalty 4668.946992 = -1983744.635014
  nChanged 56
		SP:Iteration 24Q (104866.410000 sec): 3 clusters
  Score: Raw -1988429.515516 + Penalty 4668.946992 = -1983760.568524
  nChanged 54
		SP:Iteration 25Q (104866.690000 sec): 3 clusters
  Score: Raw -1988446.970302 + Penalty 4668.946992 = -1983778.023310
  nChanged 59
		SP:Iteration 26Q (104866.950000 sec): 3 clusters
  Score: Raw -1988464.901907 + Penalty 4668.946992 = -1983795.954916
  nChanged 47
		SP:Iteration 27Q (104867.220000 sec): 3 clusters
  Score: Raw -1988476.926321 + Penalty 4668.946992 = -1983807.979329
  nChanged 39
		SP:Iteration 28Q (104867.430000 sec): 3 clusters
  Score: Raw -1988488.231510 + Penalty 4668.946992 = -1983819.284518
  nChanged 32
		SP:Iteration 29Q (104867.700000 sec): 3 clusters
  Score: Raw -1988495.918458 + Penalty 4668.946992 = -1983826.971466
  nChanged 31
		SP:Iteration 30Q (104867.960000 sec): 3 clusters
  Score: Raw -1988503.208550 + Penalty 4668.946992 = -1983834.261558
  nChanged 28
		SP:Iteration 31Q (104868.300000 sec): 3 clusters
  Score: Raw -1988509.548529 + Penalty 4668.946992 = -1983840.601538
  nChanged 29
		SP:Iteration 32Q (104868.490000 sec): 3 clusters
  Score: Raw -1988517.039582 + Penalty 4668.946992 = -1983848.092590
  nChanged 30
		SP:Iteration 33Q (104868.640000 sec): 3 clusters
  Score: Raw -1988524.858413 + Penalty 4668.946992 = -1983855.911421
  nChanged 35
		SP:Iteration 34Q (104868.800000 sec): 3 clusters
  Score: Raw -1988534.931337 + Penalty 4668.946992 = -1983865.984345
  nChanged 36
		SP:Iteration 35Q (104868.980000 sec): 3 clusters
  Score: Raw -1988546.514883 + Penalty 4668.946992 = -1983877.567891
  nChanged 32
		SP:Iteration 36Q (104869.140000 sec): 3 clusters
  Score: Raw -1988554.733807 + Penalty 4668.946992 = -1983885.786816
  nChanged 28
		SP:Iteration 37Q (104869.390000 sec): 3 clusters
  Score: Raw -1988561.968037 + Penalty 4668.946992 = -1983893.021045
  nChanged 20
		SP:Iteration 38Q (104869.650000 sec): 3 clusters
  Score: Raw -1988567.161397 + Penalty 4668.946992 = -1983898.214405
  nChanged 15
		SP:Iteration 39Q (104869.880000 sec): 3 clusters
  Score: Raw -1988571.206863 + Penalty 4668.946992 = -1983902.259872
  nChanged 25
		SP:Iteration 40F (104870.110000 sec): 3 clusters
  Score: Raw -1988577.943286 + Penalty 4668.946992 = -1983908.996294
  nChanged 19
		SP:Iteration 41Q (104870.350000 sec): 3 clusters
  Score: Raw -1988583.253434 + Penalty 4668.946992 = -1983914.306442
  nChanged 18
		SP:Iteration 42Q (104870.590000 sec): 3 clusters
  Score: Raw -1988586.794357 + Penalty 4668.946992 = -1983917.847365
  nChanged 19
		SP:Iteration 43Q (104870.810000 sec): 3 clusters
  Score: Raw -1988591.233975 + Penalty 4668.946992 = -1983922.286984
  nChanged 22
		SP:Iteration 44Q (104871.040000 sec): 3 clusters
  Score: Raw -1988597.512672 + Penalty 4668.946992 = -1983928.565680
  nChanged 23
		SP:Iteration 45Q (104871.260000 sec): 3 clusters
  Score: Raw -1988602.144260 + Penalty 4668.946992 = -1983933.197269
  nChanged 14
		SP:Iteration 46Q (104871.450000 sec): 3 clusters
  Score: Raw -1988604.324438 + Penalty 4668.946992 = -1983935.377447
  nChanged 12
		SP:Iteration 47Q (104871.640000 sec): 3 clusters
  Score: Raw -1988606.108859 + Penalty 4668.946992 = -1983937.161867
  nChanged 10
		SP:Iteration 48Q (104871.860000 sec): 3 clusters
  Score: Raw -1988607.765412 + Penalty 4668.946992 = -1983938.818421
  nChanged 10
		SP:Iteration 49Q (104872.080000 sec): 3 clusters
  Score: Raw -1988609.491823 + Penalty 4668.946992 = -1983940.544832
  nChanged 9
		SP:Iteration 50Q (104872.290000 sec): 3 clusters
  Score: Raw -1988610.746453 + Penalty 4668.946992 = -1983941.799462
  nChanged 5
		SP:Iteration 51Q (104872.550000 sec): 3 clusters
  Score: Raw -1988611.417776 + Penalty 4668.946992 = -1983942.470784
  nChanged 6
		SP:Iteration 52Q (104872.740000 sec): 3 clusters
  Score: Raw -1988612.233584 + Penalty 4668.946992 = -1983943.286592
  nChanged 6
		SP:Iteration 53Q (104872.980000 sec): 3 clusters
  Score: Raw -1988612.971984 + Penalty 4668.946992 = -1983944.024993
  nChanged 0
		SP:Iteration 54F (104873.210000 sec): 3 clusters
  Score: Raw -1988612.971984 + Penalty 4668.946992 = -1983944.024993
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (1435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104873.330000 sec): 2 clusters
  Score: Raw -188357.880998 + Penalty 1802.692192 = -186555.188807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104873.540000 sec): 3 clusters
  Score: Raw -188567.718624 + Penalty 3605.384384 = -184962.334241
  nChanged 557
		SP:Iteration 1F (104873.670000 sec): 3 clusters
  Score: Raw -190950.548763 + Penalty 3605.384384 = -187345.164379
  nChanged 246
		SP:Iteration 2F (104873.800000 sec): 3 clusters
  Score: Raw -192062.178671 + Penalty 3605.384384 = -188456.794288
  nChanged 96
		SP:Iteration 3F (104873.940000 sec): 3 clusters
  Score: Raw -192752.899051 + Penalty 3605.384384 = -189147.514667
  nChanged 56
		SP:Iteration 4Q (104874.090000 sec): 3 clusters
  Score: Raw -193673.731262 + Penalty 3605.384384 = -190068.346878
  nChanged 54
		SP:Iteration 5Q (104874.230000 sec): 3 clusters
  Score: Raw -193857.643087 + Penalty 3605.384384 = -190252.258704
  nChanged 23
		SP:Iteration 6Q (104874.350000 sec): 3 clusters
  Score: Raw -193931.045314 + Penalty 3605.384384 = -190325.660930
  nChanged 15
		SP:Iteration 7Q (104874.490000 sec): 3 clusters
  Score: Raw -193983.963628 + Penalty 3605.384384 = -190378.579244
  nChanged 8
		SP:Iteration 8Q (104874.630000 sec): 3 clusters
  Score: Raw -194006.672531 + Penalty 3605.384384 = -190401.288148
  nChanged 6
		SP:Iteration 9Q (104874.730000 sec): 3 clusters
  Score: Raw -194033.078996 + Penalty 3605.384384 = -190427.694613
  nChanged 5
		SP:Iteration 10Q (104874.890000 sec): 3 clusters
  Score: Raw -194048.578469 + Penalty 3605.384384 = -190443.194085
  nChanged 1
		SP:Iteration 11Q (104875.040000 sec): 3 clusters
  Score: Raw -194049.720009 + Penalty 3605.384384 = -190444.335625
  nChanged 1
		SP:Iteration 12Q (104875.190000 sec): 3 clusters
  Score: Raw -194058.344138 + Penalty 3605.384384 = -190452.959755
  nChanged 0
		SP:Iteration 13F (104875.340000 sec): 3 clusters
  Score: Raw -194085.600155 + Penalty 3605.384384 = -190480.215771
  nChanged 4
		SP:Iteration 14Q (104875.480000 sec): 3 clusters
  Score: Raw -194173.111019 + Penalty 3605.384384 = -190567.726636
  nChanged 6
		SP:Iteration 15Q (104875.630000 sec): 3 clusters
  Score: Raw -194271.209174 + Penalty 3605.384384 = -190665.824791
  nChanged 6
		SP:Iteration 16Q (104875.740000 sec): 3 clusters
  Score: Raw -194423.399245 + Penalty 3605.384384 = -190818.014861
  nChanged 9
		SP:Iteration 17Q (104875.880000 sec): 3 clusters
  Score: Raw -194457.796741 + Penalty 3605.384384 = -190852.412357
  nChanged 3
		SP:Iteration 18Q (104875.970000 sec): 3 clusters
  Score: Raw -194483.492793 + Penalty 3605.384384 = -190878.108409
  nChanged 1
		SP:Iteration 19Q (104876.110000 sec): 3 clusters
  Score: Raw -194486.611038 + Penalty 3605.384384 = -190881.226654
  nChanged 1
		SP:Iteration 20F (104876.250000 sec): 3 clusters
  Score: Raw -194487.669378 + Penalty 3605.384384 = -190882.284994
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (44737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104876.690000 sec): 2 clusters
  Score: Raw -6500997.679012 + Penalty 2655.721932 = -6498341.957079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104877.150000 sec): 3 clusters
  Score: Raw -6473568.749787 + Penalty 5311.443865 = -6468257.305923
  nChanged 20569
		SP:Iteration 1F (104877.650000 sec): 3 clusters
  Score: Raw -6485983.675952 + Penalty 5311.443865 = -6480672.232087
  nChanged 2785
		SP:Iteration 2F (104878.140000 sec): 3 clusters
  Score: Raw -6487626.651349 + Penalty 5311.443865 = -6482315.207484
  nChanged 3065
		SP:Iteration 3F (104878.730000 sec): 3 clusters
  Score: Raw -6489618.458016 + Penalty 5311.443865 = -6484307.014151
  nChanged 3090
		SP:Iteration 4F (104879.230000 sec): 3 clusters
  Score: Raw -6491721.928711 + Penalty 5311.443865 = -6486410.484846
  nChanged 3002
		SP:Iteration 5F (104879.760000 sec): 3 clusters
  Score: Raw -6493699.498681 + Penalty 5311.443865 = -6488388.054816
  nChanged 2581
		SP:Iteration 6F (104880.240000 sec): 3 clusters
  Score: Raw -6495346.215294 + Penalty 5311.443865 = -6490034.771429
  nChanged 2207
		SP:Iteration 7Q (104880.770000 sec): 3 clusters
  Score: Raw -6496731.216066 + Penalty 5311.443865 = -6491419.772201
  nChanged 1905
		SP:Iteration 8Q (104881.290000 sec): 3 clusters
  Score: Raw -6497886.120783 + Penalty 5311.443865 = -6492574.676919
  nChanged 1554
		SP:Iteration 9Q (104881.760000 sec): 3 clusters
  Score: Raw -6498789.062958 + Penalty 5311.443865 = -6493477.619094
  nChanged 1321
		SP:Iteration 10Q (104882.250000 sec): 3 clusters
  Score: Raw -6499495.817911 + Penalty 5311.443865 = -6494184.374046
  nChanged 1176
		SP:Iteration 11Q (104882.790000 sec): 3 clusters
  Score: Raw -6500100.498915 + Penalty 5311.443865 = -6494789.055051
  nChanged 990
		SP:Iteration 12Q (104883.280000 sec): 3 clusters
  Score: Raw -6500609.876322 + Penalty 5311.443865 = -6495298.432457
  nChanged 927
		SP:Iteration 13Q (104883.750000 sec): 3 clusters
  Score: Raw -6501107.550144 + Penalty 5311.443865 = -6495796.106279
  nChanged 857
		SP:Iteration 14Q (104884.260000 sec): 3 clusters
  Score: Raw -6501601.106143 + Penalty 5311.443865 = -6496289.662279
  nChanged 722
		SP:Iteration 15Q (104884.780000 sec): 3 clusters
  Score: Raw -6502037.104476 + Penalty 5311.443865 = -6496725.660611
  nChanged 635
		SP:Iteration 16Q (104885.330000 sec): 3 clusters
  Score: Raw -6502426.348216 + Penalty 5311.443865 = -6497114.904352
  nChanged 472
		SP:Iteration 17Q (104885.790000 sec): 3 clusters
  Score: Raw -6502716.375653 + Penalty 5311.443865 = -6497404.931789
  nChanged 368
		SP:Iteration 18Q (104886.200000 sec): 3 clusters
  Score: Raw -6502935.876783 + Penalty 5311.443865 = -6497624.432918
  nChanged 284
		SP:Iteration 19Q (104886.740000 sec): 3 clusters
  Score: Raw -6503093.503774 + Penalty 5311.443865 = -6497782.059909
  nChanged 234
		SP:Iteration 20F (104887.300000 sec): 3 clusters
  Score: Raw -6503216.135687 + Penalty 5311.443865 = -6497904.691822
  nChanged 209
		SP:Iteration 21Q (104887.750000 sec): 3 clusters
  Score: Raw -6503310.626390 + Penalty 5311.443865 = -6497999.182525
  nChanged 155
		SP:Iteration 22Q (104888.130000 sec): 3 clusters
  Score: Raw -6503370.338990 + Penalty 5311.443865 = -6498058.895126
  nChanged 133
		SP:Iteration 23Q (104888.600000 sec): 3 clusters
  Score: Raw -6503420.347847 + Penalty 5311.443865 = -6498108.903983
  nChanged 118
		SP:Iteration 24Q (104889.130000 sec): 3 clusters
  Score: Raw -6503457.452834 + Penalty 5311.443865 = -6498146.008969
  nChanged 111
		SP:Iteration 25Q (104889.670000 sec): 3 clusters
  Score: Raw -6503498.683452 + Penalty 5311.443865 = -6498187.239587
  nChanged 97
		SP:Iteration 26Q (104890.200000 sec): 3 clusters
  Score: Raw -6503528.282878 + Penalty 5311.443865 = -6498216.839013
  nChanged 88
		SP:Iteration 27Q (104890.790000 sec): 3 clusters
  Score: Raw -6503558.197363 + Penalty 5311.443865 = -6498246.753499
  nChanged 102
		SP:Iteration 28Q (104891.350000 sec): 3 clusters
  Score: Raw -6503594.259821 + Penalty 5311.443865 = -6498282.815956
  nChanged 119
		SP:Iteration 29Q (104891.860000 sec): 3 clusters
  Score: Raw -6503635.426626 + Penalty 5311.443865 = -6498323.982761
  nChanged 117
		SP:Iteration 30Q (104892.420000 sec): 3 clusters
  Score: Raw -6503678.042712 + Penalty 5311.443865 = -6498366.598847
  nChanged 110
		SP:Iteration 31Q (104892.940000 sec): 3 clusters
  Score: Raw -6503716.378709 + Penalty 5311.443865 = -6498404.934845
  nChanged 100
		SP:Iteration 32Q (104893.500000 sec): 3 clusters
  Score: Raw -6503755.700873 + Penalty 5311.443865 = -6498444.257008
  nChanged 113
		SP:Iteration 33Q (104894.010000 sec): 3 clusters
  Score: Raw -6503793.965476 + Penalty 5311.443865 = -6498482.521612
  nChanged 99
		SP:Iteration 34Q (104894.570000 sec): 3 clusters
  Score: Raw -6503828.951159 + Penalty 5311.443865 = -6498517.507294
  nChanged 84
		SP:Iteration 35Q (104895.080000 sec): 3 clusters
  Score: Raw -6503855.261430 + Penalty 5311.443865 = -6498543.817565
  nChanged 93
		SP:Iteration 36Q (104895.640000 sec): 3 clusters
  Score: Raw -6503877.616210 + Penalty 5311.443865 = -6498566.172345
  nChanged 66
		SP:Iteration 37Q (104896.160000 sec): 3 clusters
  Score: Raw -6503893.804522 + Penalty 5311.443865 = -6498582.360657
  nChanged 55
		SP:Iteration 38Q (104896.720000 sec): 3 clusters
  Score: Raw -6503909.723757 + Penalty 5311.443865 = -6498598.279893
  nChanged 58
		SP:Iteration 39Q (104897.230000 sec): 3 clusters
  Score: Raw -6503929.384949 + Penalty 5311.443865 = -6498617.941085
  nChanged 67
		SP:Iteration 40F (104897.790000 sec): 3 clusters
  Score: Raw -6503954.715850 + Penalty 5311.443865 = -6498643.271985
  nChanged 74
		SP:Iteration 41Q (104898.310000 sec): 3 clusters
  Score: Raw -6503984.315784 + Penalty 5311.443865 = -6498672.871919
  nChanged 77
		SP:Iteration 42Q (104898.870000 sec): 3 clusters
  Score: Raw -6504010.005988 + Penalty 5311.443865 = -6498698.562124
  nChanged 68
		SP:Iteration 43Q (104899.390000 sec): 3 clusters
  Score: Raw -6504031.569343 + Penalty 5311.443865 = -6498720.125479
  nChanged 56
		SP:Iteration 44Q (104899.950000 sec): 3 clusters
  Score: Raw -6504046.791332 + Penalty 5311.443865 = -6498735.347467
  nChanged 47
		SP:Iteration 45Q (104900.470000 sec): 3 clusters
  Score: Raw -6504058.978698 + Penalty 5311.443865 = -6498747.534834
  nChanged 41
		SP:Iteration 46Q (104900.950000 sec): 3 clusters
  Score: Raw -6504074.201120 + Penalty 5311.443865 = -6498762.757255
  nChanged 62
		SP:Iteration 47Q (104901.510000 sec): 3 clusters
  Score: Raw -6504093.629688 + Penalty 5311.443865 = -6498782.185824
  nChanged 51
		SP:Iteration 48Q (104902.030000 sec): 3 clusters
  Score: Raw -6504108.850948 + Penalty 5311.443865 = -6498797.407083
  nChanged 53
		SP:Iteration 49Q (104902.590000 sec): 3 clusters
  Score: Raw -6504125.144522 + Penalty 5311.443865 = -6498813.700657
  nChanged 49
		SP:Iteration 50Q (104903.100000 sec): 3 clusters
  Score: Raw -6504141.970635 + Penalty 5311.443865 = -6498830.526771
  nChanged 56
		SP:Iteration 51Q (104903.660000 sec): 3 clusters
  Score: Raw -6504158.652992 + Penalty 5311.443865 = -6498847.209127
  nChanged 41
		SP:Iteration 52Q (104904.180000 sec): 3 clusters
  Score: Raw -6504170.820200 + Penalty 5311.443865 = -6498859.376335
  nChanged 32
		SP:Iteration 53Q (104904.700000 sec): 3 clusters
  Score: Raw -6504180.574015 + Penalty 5311.443865 = -6498869.130150
  nChanged 30
		SP:Iteration 54Q (104905.130000 sec): 3 clusters
  Score: Raw -6504188.977181 + Penalty 5311.443865 = -6498877.533316
  nChanged 32
		SP:Iteration 55Q (104905.590000 sec): 3 clusters
  Score: Raw -6504197.228893 + Penalty 5311.443865 = -6498885.785029
  nChanged 22
		SP:Iteration 56Q (104906.030000 sec): 3 clusters
  Score: Raw -6504202.347780 + Penalty 5311.443865 = -6498890.903915
  nChanged 18
		SP:Iteration 57Q (104906.470000 sec): 3 clusters
  Score: Raw -6504206.313006 + Penalty 5311.443865 = -6498894.869141
  nChanged 18
		SP:Iteration 58Q (104906.900000 sec): 3 clusters
  Score: Raw -6504210.066822 + Penalty 5311.443865 = -6498898.622957
  nChanged 12
		SP:Iteration 59Q (104907.470000 sec): 3 clusters
  Score: Raw -6504211.861987 + Penalty 5311.443865 = -6498900.418123
  nChanged 7
		SP:Iteration 60F (104907.950000 sec): 3 clusters
  Score: Raw -6504213.269162 + Penalty 5311.443865 = -6498901.825297
  nChanged 9
		SP:Iteration 61Q (104908.420000 sec): 3 clusters
  Score: Raw -6504214.787842 + Penalty 5311.443865 = -6498903.343977
  nChanged 3
		SP:Iteration 62Q (104908.890000 sec): 3 clusters
  Score: Raw -6504215.427936 + Penalty 5311.443865 = -6498903.984072
  nChanged 2
		SP:Iteration 63Q (104909.300000 sec): 3 clusters
  Score: Raw -6504215.708689 + Penalty 5311.443865 = -6498904.264825
  nChanged 2
		SP:Iteration 64Q (104909.680000 sec): 3 clusters
  Score: Raw -6504215.969431 + Penalty 5311.443865 = -6498904.525566
  nChanged 2
		SP:Iteration 65Q (104910.080000 sec): 3 clusters
  Score: Raw -6504216.317810 + Penalty 5311.443865 = -6498904.873945
  nChanged 1
		SP:Iteration 66Q (104910.570000 sec): 3 clusters
  Score: Raw -6504216.427826 + Penalty 5311.443865 = -6498904.983961
  nChanged 1
		SP:Iteration 67Q (104910.970000 sec): 3 clusters
  Score: Raw -6504216.504636 + Penalty 5311.443865 = -6498905.060772
  nChanged 0
		SP:Iteration 68F (104911.470000 sec): 3 clusters
  Score: Raw -6504216.504636 + Penalty 5311.443865 = -6498905.060772
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (288681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104913.360000 sec): 2 clusters
  Score: Raw -46081570.069841 + Penalty 3118.123233 = -46078451.946609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104915.520000 sec): 3 clusters
  Score: Raw -45890753.438403 + Penalty 6236.246465 = -45884517.191938
  nChanged 139675
		SP:Iteration 1F (104917.810000 sec): 3 clusters
  Score: Raw -45976261.352219 + Penalty 6236.246465 = -45970025.105754
  nChanged 12174
		SP:Iteration 2Q (104920.160000 sec): 3 clusters
  Score: Raw -45980908.097839 + Penalty 6236.246465 = -45974671.851374
  nChanged 15762
		SP:Iteration 3F (104922.370000 sec): 3 clusters
  Score: Raw -45988948.072561 + Penalty 6236.246465 = -45982711.826096
  nChanged 19977
		SP:Iteration 4F (104924.590000 sec): 3 clusters
  Score: Raw -46001916.960368 + Penalty 6236.246465 = -45995680.713902
  nChanged 22874
		SP:Iteration 5F (104926.760000 sec): 3 clusters
  Score: Raw -46019455.136254 + Penalty 6236.246465 = -46013218.889789
  nChanged 21912
		SP:Iteration 6F (104928.970000 sec): 3 clusters
  Score: Raw -46038426.268217 + Penalty 6236.246465 = -46032190.021752
  nChanged 17601
		SP:Iteration 7F (104931.190000 sec): 3 clusters
  Score: Raw -46054938.803268 + Penalty 6236.246465 = -46048702.556802
  nChanged 11560
		SP:Iteration 8Q (104933.430000 sec): 3 clusters
  Score: Raw -46066392.695041 + Penalty 6236.246465 = -46060156.448575
  nChanged 6518
		SP:Iteration 9Q (104935.670000 sec): 3 clusters
  Score: Raw -46072784.470379 + Penalty 6236.246465 = -46066548.223913
  nChanged 3731
		SP:Iteration 10Q (104937.670000 sec): 3 clusters
  Score: Raw -46075861.360109 + Penalty 6236.246465 = -46069625.113644
  nChanged 2461
		SP:Iteration 11Q (104939.730000 sec): 3 clusters
  Score: Raw -46077426.593233 + Penalty 6236.246465 = -46071190.346767
  nChanged 1731
		SP:Iteration 12Q (104941.500000 sec): 3 clusters
  Score: Raw -46078349.037930 + Penalty 6236.246465 = -46072112.791465
  nChanged 1331
		SP:Iteration 13Q (104943.430000 sec): 3 clusters
  Score: Raw -46078965.579349 + Penalty 6236.246465 = -46072729.332884
  nChanged 1136
		SP:Iteration 14Q (104945.540000 sec): 3 clusters
  Score: Raw -46079453.195480 + Penalty 6236.246465 = -46073216.949015
  nChanged 990
		SP:Iteration 15Q (104947.480000 sec): 3 clusters
  Score: Raw -46079844.617336 + Penalty 6236.246465 = -46073608.370870
  nChanged 834
		SP:Iteration 16Q (104949.320000 sec): 3 clusters
  Score: Raw -46080142.636584 + Penalty 6236.246465 = -46073906.390119
  nChanged 729
		SP:Iteration 17Q (104951.080000 sec): 3 clusters
  Score: Raw -46080392.459164 + Penalty 6236.246465 = -46074156.212699
  nChanged 657
		SP:Iteration 18Q (104952.910000 sec): 3 clusters
  Score: Raw -46080626.995033 + Penalty 6236.246465 = -46074390.748568
  nChanged 583
		SP:Iteration 19Q (104954.820000 sec): 3 clusters
  Score: Raw -46080824.323881 + Penalty 6236.246465 = -46074588.077416
  nChanged 479
		SP:Iteration 20F (104956.840000 sec): 3 clusters
  Score: Raw -46080980.915847 + Penalty 6236.246465 = -46074744.669382
  nChanged 416
		SP:Iteration 21Q (104958.820000 sec): 3 clusters
  Score: Raw -46081113.429695 + Penalty 6236.246465 = -46074877.183229
  nChanged 350
		SP:Iteration 22Q (104960.690000 sec): 3 clusters
  Score: Raw -46081217.042440 + Penalty 6236.246465 = -46074980.795975
  nChanged 316
		SP:Iteration 23Q (104962.530000 sec): 3 clusters
  Score: Raw -46081321.056348 + Penalty 6236.246465 = -46075084.809883
  nChanged 296
		SP:Iteration 24Q (104964.430000 sec): 3 clusters
  Score: Raw -46081424.690593 + Penalty 6236.246465 = -46075188.444128
  nChanged 265
		SP:Iteration 25Q (104966.550000 sec): 3 clusters
  Score: Raw -46081507.922436 + Penalty 6236.246465 = -46075271.675971
  nChanged 241
		SP:Iteration 26Q (104968.300000 sec): 3 clusters
  Score: Raw -46081579.640409 + Penalty 6236.246465 = -46075343.393944
  nChanged 205
		SP:Iteration 27Q (104969.980000 sec): 3 clusters
  Score: Raw -46081637.196015 + Penalty 6236.246465 = -46075400.949549
  nChanged 163
		SP:Iteration 28Q (104972.020000 sec): 3 clusters
  Score: Raw -46081687.592002 + Penalty 6236.246465 = -46075451.345537
  nChanged 145
		SP:Iteration 29Q (104974.040000 sec): 3 clusters
  Score: Raw -46081728.937726 + Penalty 6236.246465 = -46075492.691261
  nChanged 126
		SP:Iteration 30Q (104976.460000 sec): 3 clusters
  Score: Raw -46081764.075003 + Penalty 6236.246465 = -46075527.828538
  nChanged 93
		SP:Iteration 31Q (104978.750000 sec): 3 clusters
  Score: Raw -46081787.427510 + Penalty 6236.246465 = -46075551.181045
  nChanged 86
		SP:Iteration 32Q (104981.060000 sec): 3 clusters
  Score: Raw -46081811.872639 + Penalty 6236.246465 = -46075575.626173
  nChanged 80
		SP:Iteration 33Q (104983.340000 sec): 3 clusters
  Score: Raw -46081834.367483 + Penalty 6236.246465 = -46075598.121018
  nChanged 77
		SP:Iteration 34Q (104985.580000 sec): 3 clusters
  Score: Raw -46081857.347707 + Penalty 6236.246465 = -46075621.101242
  nChanged 67
		SP:Iteration 35Q (104987.760000 sec): 3 clusters
  Score: Raw -46081873.525649 + Penalty 6236.246465 = -46075637.279184
  nChanged 55
		SP:Iteration 36Q (104989.510000 sec): 3 clusters
  Score: Raw -46081889.550497 + Penalty 6236.246465 = -46075653.304032
  nChanged 59
		SP:Iteration 37Q (104991.250000 sec): 3 clusters
  Score: Raw -46081904.612906 + Penalty 6236.246465 = -46075668.366441
  nChanged 49
		SP:Iteration 38Q (104992.860000 sec): 3 clusters
  Score: Raw -46081917.862103 + Penalty 6236.246465 = -46075681.615638
  nChanged 46
		SP:Iteration 39Q (104994.490000 sec): 3 clusters
  Score: Raw -46081929.951690 + Penalty 6236.246465 = -46075693.705224
  nChanged 42
		SP:Iteration 40F (104996.370000 sec): 3 clusters
  Score: Raw -46081940.492922 + Penalty 6236.246465 = -46075704.246456
  nChanged 35
		SP:Iteration 41Q (104998.120000 sec): 3 clusters
  Score: Raw -46081949.236449 + Penalty 6236.246465 = -46075712.989984
  nChanged 28
		SP:Iteration 42Q (104999.880000 sec): 3 clusters
  Score: Raw -46081956.340804 + Penalty 6236.246465 = -46075720.094338
  nChanged 28
		SP:Iteration 43Q (105001.590000 sec): 3 clusters
  Score: Raw -46081963.135765 + Penalty 6236.246465 = -46075726.889300
  nChanged 35
		SP:Iteration 44Q (105003.410000 sec): 3 clusters
  Score: Raw -46081972.665627 + Penalty 6236.246465 = -46075736.419162
  nChanged 39
		SP:Iteration 45Q (105005.170000 sec): 3 clusters
  Score: Raw -46081982.284902 + Penalty 6236.246465 = -46075746.038436
  nChanged 27
		SP:Iteration 46Q (105006.880000 sec): 3 clusters
  Score: Raw -46081991.300677 + Penalty 6236.246465 = -46075755.054212
  nChanged 29
		SP:Iteration 47Q (105008.640000 sec): 3 clusters
  Score: Raw -46081997.856419 + Penalty 6236.246465 = -46075761.609953
  nChanged 25
		SP:Iteration 48Q (105010.390000 sec): 3 clusters
  Score: Raw -46082003.990577 + Penalty 6236.246465 = -46075767.744112
  nChanged 21
		SP:Iteration 49Q (105012.150000 sec): 3 clusters
  Score: Raw -46082009.241006 + Penalty 6236.246465 = -46075772.994540
  nChanged 23
		SP:Iteration 50Q (105013.890000 sec): 3 clusters
  Score: Raw -46082015.943251 + Penalty 6236.246465 = -46075779.696786
  nChanged 23
		SP:Iteration 51Q (105015.710000 sec): 3 clusters
  Score: Raw -46082022.614671 + Penalty 6236.246465 = -46075786.368206
  nChanged 32
		SP:Iteration 52Q (105017.540000 sec): 3 clusters
  Score: Raw -46082033.357040 + Penalty 6236.246465 = -46075797.110574
  nChanged 30
		SP:Iteration 53Q (105019.340000 sec): 3 clusters
  Score: Raw -46082042.512755 + Penalty 6236.246465 = -46075806.266290
  nChanged 32
		SP:Iteration 54Q (105021.120000 sec): 3 clusters
  Score: Raw -46082052.673143 + Penalty 6236.246465 = -46075816.426677
  nChanged 22
		SP:Iteration 55Q (105022.950000 sec): 3 clusters
  Score: Raw -46082059.423190 + Penalty 6236.246465 = -46075823.176724
  nChanged 26
		SP:Iteration 56Q (105024.850000 sec): 3 clusters
  Score: Raw -46082067.138409 + Penalty 6236.246465 = -46075830.891944
  nChanged 22
		SP:Iteration 57Q (105026.520000 sec): 3 clusters
  Score: Raw -46082073.139665 + Penalty 6236.246465 = -46075836.893199
  nChanged 18
		SP:Iteration 58Q (105028.150000 sec): 3 clusters
  Score: Raw -46082078.300449 + Penalty 6236.246465 = -46075842.053983
  nChanged 16
		SP:Iteration 59Q (105029.880000 sec): 3 clusters
  Score: Raw -46082083.293975 + Penalty 6236.246465 = -46075847.047510
  nChanged 20
		SP:Iteration 60F (105031.660000 sec): 3 clusters
  Score: Raw -46082090.892588 + Penalty 6236.246465 = -46075854.646123
  nChanged 14
		SP:Iteration 61Q (105033.330000 sec): 3 clusters
  Score: Raw -46082094.603269 + Penalty 6236.246465 = -46075858.356804
  nChanged 13
		SP:Iteration 62Q (105035.120000 sec): 3 clusters
  Score: Raw -46082097.808693 + Penalty 6236.246465 = -46075861.562227
  nChanged 8
		SP:Iteration 63Q (105036.860000 sec): 3 clusters
  Score: Raw -46082100.909336 + Penalty 6236.246465 = -46075864.662871
  nChanged 8
		SP:Iteration 64Q (105038.570000 sec): 3 clusters
  Score: Raw -46082103.559216 + Penalty 6236.246465 = -46075867.312750
  nChanged 9
		SP:Iteration 65Q (105040.370000 sec): 3 clusters
  Score: Raw -46082106.984919 + Penalty 6236.246465 = -46075870.738453
  nChanged 9
		SP:Iteration 66Q (105042.140000 sec): 3 clusters
  Score: Raw -46082110.560793 + Penalty 6236.246465 = -46075874.314327
  nChanged 11
		SP:Iteration 67Q (105043.850000 sec): 3 clusters
  Score: Raw -46082113.568818 + Penalty 6236.246465 = -46075877.322352
  nChanged 7
		SP:Iteration 68Q (105045.450000 sec): 3 clusters
  Score: Raw -46082116.058631 + Penalty 6236.246465 = -46075879.812166
  nChanged 10
		SP:Iteration 69Q (105047.080000 sec): 3 clusters
  Score: Raw -46082118.399873 + Penalty 6236.246465 = -46075882.153407
  nChanged 7
		SP:Iteration 70Q (105048.780000 sec): 3 clusters
  Score: Raw -46082119.817386 + Penalty 6236.246465 = -46075883.570920
  nChanged 4
		SP:Iteration 71Q (105050.430000 sec): 3 clusters
  Score: Raw -46082120.653572 + Penalty 6236.246465 = -46075884.407106
  nChanged 3
		SP:Iteration 72Q (105052.240000 sec): 3 clusters
  Score: Raw -46082121.364366 + Penalty 6236.246465 = -46075885.117900
  nChanged 5
		SP:Iteration 73Q (105053.940000 sec): 3 clusters
  Score: Raw -46082123.215960 + Penalty 6236.246465 = -46075886.969494
  nChanged 9
		SP:Iteration 74Q (105055.610000 sec): 3 clusters
  Score: Raw -46082125.687660 + Penalty 6236.246465 = -46075889.441194
  nChanged 5
		SP:Iteration 75Q (105057.330000 sec): 3 clusters
  Score: Raw -46082126.865484 + Penalty 6236.246465 = -46075890.619019
  nChanged 5
		SP:Iteration 76Q (105059.100000 sec): 3 clusters
  Score: Raw -46082128.138139 + Penalty 6236.246465 = -46075891.891674
  nChanged 1
		SP:Iteration 77Q (105060.790000 sec): 3 clusters
  Score: Raw -46082128.315716 + Penalty 6236.246465 = -46075892.069251
  nChanged 0
		SP:Iteration 78F (105062.720000 sec): 3 clusters
  Score: Raw -46082128.315716 + Penalty 6236.246465 = -46075892.069251
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (8752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105062.940000 sec): 2 clusters
  Score: Raw -1391235.818085 + Penalty 2251.105306 = -1388984.712779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105063.150000 sec): 3 clusters
  Score: Raw -1386638.411579 + Penalty 4502.210612 = -1382136.200967
  nChanged 3610
		SP:Iteration 1F (105063.290000 sec): 3 clusters
  Score: Raw -1388738.366984 + Penalty 4502.210612 = -1384236.156372
  nChanged 687
		SP:Iteration 2F (105063.490000 sec): 3 clusters
  Score: Raw -1389245.407313 + Penalty 4502.210612 = -1384743.196701
  nChanged 627
		SP:Iteration 3F (105063.690000 sec): 3 clusters
  Score: Raw -1389855.614213 + Penalty 4502.210612 = -1385353.403601
  nChanged 669
		SP:Iteration 4F (105063.860000 sec): 3 clusters
  Score: Raw -1390576.875267 + Penalty 4502.210612 = -1386074.664654
  nChanged 704
		SP:Iteration 5F (105064.130000 sec): 3 clusters
  Score: Raw -1391241.182003 + Penalty 4502.210612 = -1386738.971391
  nChanged 535
		SP:Iteration 6F (105064.330000 sec): 3 clusters
  Score: Raw -1391661.920242 + Penalty 4502.210612 = -1387159.709629
  nChanged 373
		SP:Iteration 7Q (105064.520000 sec): 3 clusters
  Score: Raw -1391909.734377 + Penalty 4502.210612 = -1387407.523765
  nChanged 276
		SP:Iteration 8Q (105064.720000 sec): 3 clusters
  Score: Raw -1392069.220008 + Penalty 4502.210612 = -1387567.009396
  nChanged 173
		SP:Iteration 9Q (105064.930000 sec): 3 clusters
  Score: Raw -1392150.015606 + Penalty 4502.210612 = -1387647.804993
  nChanged 124
		SP:Iteration 10Q (105065.150000 sec): 3 clusters
  Score: Raw -1392209.299507 + Penalty 4502.210612 = -1387707.088895
  nChanged 112
		SP:Iteration 11Q (105065.350000 sec): 3 clusters
  Score: Raw -1392252.694024 + Penalty 4502.210612 = -1387750.483412
  nChanged 72
		SP:Iteration 12Q (105065.590000 sec): 3 clusters
  Score: Raw -1392281.576417 + Penalty 4502.210612 = -1387779.365805
  nChanged 68
		SP:Iteration 13Q (105065.770000 sec): 3 clusters
  Score: Raw -1392312.932167 + Penalty 4502.210612 = -1387810.721555
  nChanged 67
		SP:Iteration 14Q (105066.010000 sec): 3 clusters
  Score: Raw -1392347.700983 + Penalty 4502.210612 = -1387845.490370
  nChanged 63
		SP:Iteration 15Q (105066.190000 sec): 3 clusters
  Score: Raw -1392377.662379 + Penalty 4502.210612 = -1387875.451767
  nChanged 56
		SP:Iteration 16Q (105066.390000 sec): 3 clusters
  Score: Raw -1392406.342998 + Penalty 4502.210612 = -1387904.132386
  nChanged 44
		SP:Iteration 17Q (105066.560000 sec): 3 clusters
  Score: Raw -1392422.839026 + Penalty 4502.210612 = -1387920.628414
  nChanged 33
		SP:Iteration 18Q (105066.790000 sec): 3 clusters
  Score: Raw -1392434.871686 + Penalty 4502.210612 = -1387932.661074
  nChanged 28
		SP:Iteration 19Q (105067.020000 sec): 3 clusters
  Score: Raw -1392443.589527 + Penalty 4502.210612 = -1387941.378915
  nChanged 29
		SP:Iteration 20F (105067.240000 sec): 3 clusters
  Score: Raw -1392455.015078 + Penalty 4502.210612 = -1387952.804466
  nChanged 36
		SP:Iteration 21Q (105067.450000 sec): 3 clusters
  Score: Raw -1392469.432433 + Penalty 4502.210612 = -1387967.221820
  nChanged 30
		SP:Iteration 22Q (105067.720000 sec): 3 clusters
  Score: Raw -1392480.092832 + Penalty 4502.210612 = -1387977.882220
  nChanged 22
		SP:Iteration 23Q (105067.890000 sec): 3 clusters
  Score: Raw -1392488.850808 + Penalty 4502.210612 = -1387986.640195
  nChanged 18
		SP:Iteration 24Q (105068.120000 sec): 3 clusters
  Score: Raw -1392495.402566 + Penalty 4502.210612 = -1387993.191954
  nChanged 14
		SP:Iteration 25Q (105068.350000 sec): 3 clusters
  Score: Raw -1392501.169915 + Penalty 4502.210612 = -1387998.959303
  nChanged 10
		SP:Iteration 26Q (105068.520000 sec): 3 clusters
  Score: Raw -1392504.308748 + Penalty 4502.210612 = -1388002.098136
  nChanged 7
		SP:Iteration 27Q (105068.760000 sec): 3 clusters
  Score: Raw -1392505.885189 + Penalty 4502.210612 = -1388003.674576
  nChanged 6
		SP:Iteration 28Q (105068.940000 sec): 3 clusters
  Score: Raw -1392507.524764 + Penalty 4502.210612 = -1388005.314152
  nChanged 6
		SP:Iteration 29Q (105069.170000 sec): 3 clusters
  Score: Raw -1392509.600387 + Penalty 4502.210612 = -1388007.389774
  nChanged 5
		SP:Iteration 30Q (105069.400000 sec): 3 clusters
  Score: Raw -1392510.922717 + Penalty 4502.210612 = -1388008.712105
  nChanged 7
		SP:Iteration 31Q (105069.600000 sec): 3 clusters
  Score: Raw -1392512.475829 + Penalty 4502.210612 = -1388010.265217
  nChanged 2
		SP:Iteration 32Q (105069.830000 sec): 3 clusters
  Score: Raw -1392512.887714 + Penalty 4502.210612 = -1388010.677101
  nChanged 1
		SP:Iteration 33Q (105070.010000 sec): 3 clusters
  Score: Raw -1392513.278040 + Penalty 4502.210612 = -1388011.067427
  nChanged 2
		SP:Iteration 34Q (105070.220000 sec): 3 clusters
  Score: Raw -1392513.993859 + Penalty 4502.210612 = -1388011.783247
  nChanged 3
		SP:Iteration 35Q (105070.410000 sec): 3 clusters
  Score: Raw -1392514.519905 + Penalty 4502.210612 = -1388012.309293
  nChanged 3
		SP:Iteration 36Q (105070.620000 sec): 3 clusters
  Score: Raw -1392515.241463 + Penalty 4502.210612 = -1388013.030851
  nChanged 4
		SP:Iteration 37Q (105070.830000 sec): 3 clusters
  Score: Raw -1392516.314956 + Penalty 4502.210612 = -1388014.104344
  nChanged 3
		SP:Iteration 38Q (105071.050000 sec): 3 clusters
  Score: Raw -1392517.426511 + Penalty 4502.210612 = -1388015.215899
  nChanged 3
		SP:Iteration 39Q (105071.220000 sec): 3 clusters
  Score: Raw -1392518.500475 + Penalty 4502.210612 = -1388016.289862
  nChanged 4
		SP:Iteration 40F (105071.450000 sec): 3 clusters
  Score: Raw -1392519.793761 + Penalty 4502.210612 = -1388017.583149
  nChanged 6
		SP:Iteration 41Q (105071.690000 sec): 3 clusters
  Score: Raw -1392520.994526 + Penalty 4502.210612 = -1388018.783914
  nChanged 2
		SP:Iteration 42Q (105071.880000 sec): 3 clusters
  Score: Raw -1392521.393462 + Penalty 4502.210612 = -1388019.182850
  nChanged 2
		SP:Iteration 43Q (105072.140000 sec): 3 clusters
  Score: Raw -1392521.673284 + Penalty 4502.210612 = -1388019.462672
  nChanged 0
		SP:Iteration 44F (105072.360000 sec): 3 clusters
  Score: Raw -1392521.673284 + Penalty 4502.210612 = -1388019.462672
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (99483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105072.940000 sec): 2 clusters
  Score: Raw -16021185.264316 + Penalty 2853.920029 = -16018331.344287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105073.710000 sec): 3 clusters
  Score: Raw -15957471.515438 + Penalty 5707.840059 = -15951763.675379
  nChanged 46987
		SP:Iteration 1F (105074.530000 sec): 3 clusters
  Score: Raw -15984134.894641 + Penalty 5707.840059 = -15978427.054582
  nChanged 3229
		SP:Iteration 2Q (105075.410000 sec): 3 clusters
  Score: Raw -15985040.793878 + Penalty 5707.840059 = -15979332.953819
  nChanged 3632
		SP:Iteration 3Q (105076.320000 sec): 3 clusters
  Score: Raw -15986249.858634 + Penalty 5707.840059 = -15980542.018575
  nChanged 4071
		SP:Iteration 4Q (105077.210000 sec): 3 clusters
  Score: Raw -15987872.854350 + Penalty 5707.840059 = -15982165.014291
  nChanged 4633
		SP:Iteration 5Q (105078.090000 sec): 3 clusters
  Score: Raw -15989958.069013 + Penalty 5707.840059 = -15984250.228954
  nChanged 5100
		SP:Iteration 6F (105078.840000 sec): 3 clusters
  Score: Raw -15992453.074052 + Penalty 5707.840059 = -15986745.233994
  nChanged 5364
		SP:Iteration 7F (105079.500000 sec): 3 clusters
  Score: Raw -15995043.953701 + Penalty 5707.840059 = -15989336.113642
  nChanged 5405
		SP:Iteration 8F (105080.310000 sec): 3 clusters
  Score: Raw -15997656.755258 + Penalty 5707.840059 = -15991948.915199
  nChanged 5212
		SP:Iteration 9F (105081.080000 sec): 3 clusters
  Score: Raw -16000158.638592 + Penalty 5707.840059 = -15994450.798533
  nChanged 4938
		SP:Iteration 10Q (105081.960000 sec): 3 clusters
  Score: Raw -16002547.112724 + Penalty 5707.840059 = -15996839.272665
  nChanged 4520
		SP:Iteration 11Q (105082.770000 sec): 3 clusters
  Score: Raw -16004825.453139 + Penalty 5707.840059 = -15999117.613080
  nChanged 4335
		SP:Iteration 12Q (105083.580000 sec): 3 clusters
  Score: Raw -16007224.977178 + Penalty 5707.840059 = -16001517.137119
  nChanged 4224
		SP:Iteration 13Q (105084.520000 sec): 3 clusters
  Score: Raw -16009715.805271 + Penalty 5707.840059 = -16004007.965212
  nChanged 3972
		SP:Iteration 14Q (105085.370000 sec): 3 clusters
  Score: Raw -16012259.854073 + Penalty 5707.840059 = -16006552.014014
  nChanged 3491
		SP:Iteration 15Q (105086.200000 sec): 3 clusters
  Score: Raw -16014635.904484 + Penalty 5707.840059 = -16008928.064425
  nChanged 2888
		SP:Iteration 16Q (105086.960000 sec): 3 clusters
  Score: Raw -16016727.994802 + Penalty 5707.840059 = -16011020.154743
  nChanged 2192
		SP:Iteration 17Q (105087.700000 sec): 3 clusters
  Score: Raw -16018304.318140 + Penalty 5707.840059 = -16012596.478081
  nChanged 1520
		SP:Iteration 18Q (105088.420000 sec): 3 clusters
  Score: Raw -16019387.152924 + Penalty 5707.840059 = -16013679.312865
  nChanged 1068
		SP:Iteration 19Q (105089.160000 sec): 3 clusters
  Score: Raw -16020118.365406 + Penalty 5707.840059 = -16014410.525347
  nChanged 738
		SP:Iteration 20F (105089.930000 sec): 3 clusters
  Score: Raw -16020602.649897 + Penalty 5707.840059 = -16014894.809838
  nChanged 510
		SP:Iteration 21Q (105090.680000 sec): 3 clusters
  Score: Raw -16020905.166447 + Penalty 5707.840059 = -16015197.326388
  nChanged 363
		SP:Iteration 22Q (105091.420000 sec): 3 clusters
  Score: Raw -16021120.143420 + Penalty 5707.840059 = -16015412.303361
  nChanged 274
		SP:Iteration 23Q (105092.130000 sec): 3 clusters
  Score: Raw -16021308.584317 + Penalty 5707.840059 = -16015600.744258
  nChanged 209
		SP:Iteration 24Q (105092.840000 sec): 3 clusters
  Score: Raw -16021445.943494 + Penalty 5707.840059 = -16015738.103435
  nChanged 160
		SP:Iteration 25Q (105093.550000 sec): 3 clusters
  Score: Raw -16021551.233825 + Penalty 5707.840059 = -16015843.393766
  nChanged 122
		SP:Iteration 26Q (105094.190000 sec): 3 clusters
  Score: Raw -16021623.432380 + Penalty 5707.840059 = -16015915.592321
  nChanged 91
		SP:Iteration 27Q (105094.810000 sec): 3 clusters
  Score: Raw -16021672.617467 + Penalty 5707.840059 = -16015964.777408
  nChanged 75
		SP:Iteration 28Q (105095.480000 sec): 3 clusters
  Score: Raw -16021712.110994 + Penalty 5707.840059 = -16016004.270935
  nChanged 71
		SP:Iteration 29Q (105096.150000 sec): 3 clusters
  Score: Raw -16021746.980383 + Penalty 5707.840059 = -16016039.140325
  nChanged 52
		SP:Iteration 30Q (105096.830000 sec): 3 clusters
  Score: Raw -16021771.754443 + Penalty 5707.840059 = -16016063.914384
  nChanged 35
		SP:Iteration 31Q (105097.550000 sec): 3 clusters
  Score: Raw -16021789.233428 + Penalty 5707.840059 = -16016081.393369
  nChanged 36
		SP:Iteration 32Q (105098.230000 sec): 3 clusters
  Score: Raw -16021807.106216 + Penalty 5707.840059 = -16016099.266157
  nChanged 37
		SP:Iteration 33Q (105098.940000 sec): 3 clusters
  Score: Raw -16021825.810951 + Penalty 5707.840059 = -16016117.970892
  nChanged 42
		SP:Iteration 34Q (105099.620000 sec): 3 clusters
  Score: Raw -16021846.807259 + Penalty 5707.840059 = -16016138.967200
  nChanged 36
		SP:Iteration 35Q (105100.320000 sec): 3 clusters
  Score: Raw -16021861.334535 + Penalty 5707.840059 = -16016153.494477
  nChanged 27
		SP:Iteration 36Q (105101.020000 sec): 3 clusters
  Score: Raw -16021875.253057 + Penalty 5707.840059 = -16016167.412998
  nChanged 36
		SP:Iteration 37Q (105101.700000 sec): 3 clusters
  Score: Raw -16021894.491739 + Penalty 5707.840059 = -16016186.651680
  nChanged 30
		SP:Iteration 38Q (105102.390000 sec): 3 clusters
  Score: Raw -16021909.776803 + Penalty 5707.840059 = -16016201.936744
  nChanged 27
		SP:Iteration 39Q (105103.150000 sec): 3 clusters
  Score: Raw -16021921.267010 + Penalty 5707.840059 = -16016213.426951
  nChanged 25
		SP:Iteration 40F (105103.920000 sec): 3 clusters
  Score: Raw -16021934.769431 + Penalty 5707.840059 = -16016226.929372
  nChanged 24
		SP:Iteration 41Q (105104.610000 sec): 3 clusters
  Score: Raw -16021944.964738 + Penalty 5707.840059 = -16016237.124679
  nChanged 14
		SP:Iteration 42Q (105105.380000 sec): 3 clusters
  Score: Raw -16021953.700432 + Penalty 5707.840059 = -16016245.860373
  nChanged 14
		SP:Iteration 43Q (105106.140000 sec): 3 clusters
  Score: Raw -16021958.768568 + Penalty 5707.840059 = -16016250.928509
  nChanged 12
		SP:Iteration 44Q (105106.900000 sec): 3 clusters
  Score: Raw -16021962.803394 + Penalty 5707.840059 = -16016254.963335
  nChanged 13
		SP:Iteration 45Q (105107.590000 sec): 3 clusters
  Score: Raw -16021968.237782 + Penalty 5707.840059 = -16016260.397723
  nChanged 13
		SP:Iteration 46Q (105108.440000 sec): 3 clusters
  Score: Raw -16021974.511678 + Penalty 5707.840059 = -16016266.671619
  nChanged 14
		SP:Iteration 47Q (105109.360000 sec): 3 clusters
  Score: Raw -16021981.991661 + Penalty 5707.840059 = -16016274.151602
  nChanged 24
		SP:Iteration 48Q (105110.320000 sec): 3 clusters
  Score: Raw -16021992.285162 + Penalty 5707.840059 = -16016284.445103
  nChanged 17
		SP:Iteration 49Q (105111.200000 sec): 3 clusters
  Score: Raw -16022001.466904 + Penalty 5707.840059 = -16016293.626845
  nChanged 14
		SP:Iteration 50Q (105112.060000 sec): 3 clusters
  Score: Raw -16022007.098870 + Penalty 5707.840059 = -16016299.258811
  nChanged 10
		SP:Iteration 51Q (105112.980000 sec): 3 clusters
  Score: Raw -16022010.601974 + Penalty 5707.840059 = -16016302.761915
  nChanged 9
		SP:Iteration 52Q (105113.920000 sec): 3 clusters
  Score: Raw -16022014.521136 + Penalty 5707.840059 = -16016306.681077
  nChanged 9
		SP:Iteration 53Q (105114.860000 sec): 3 clusters
  Score: Raw -16022017.351938 + Penalty 5707.840059 = -16016309.511879
  nChanged 6
		SP:Iteration 54Q (105115.800000 sec): 3 clusters
  Score: Raw -16022018.961533 + Penalty 5707.840059 = -16016311.121474
  nChanged 8
		SP:Iteration 55Q (105116.750000 sec): 3 clusters
  Score: Raw -16022021.474596 + Penalty 5707.840059 = -16016313.634537
  nChanged 6
		SP:Iteration 56Q (105117.650000 sec): 3 clusters
  Score: Raw -16022022.849889 + Penalty 5707.840059 = -16016315.009830
  nChanged 2
		SP:Iteration 57Q (105118.590000 sec): 3 clusters
  Score: Raw -16022023.631663 + Penalty 5707.840059 = -16016315.791604
  nChanged 3
		SP:Iteration 58Q (105119.530000 sec): 3 clusters
  Score: Raw -16022025.046765 + Penalty 5707.840059 = -16016317.206706
  nChanged 2
		SP:Iteration 59Q (105120.470000 sec): 3 clusters
  Score: Raw -16022025.960373 + Penalty 5707.840059 = -16016318.120314
  nChanged 2
		SP:Iteration 60F (105121.270000 sec): 3 clusters
  Score: Raw -16022026.445126 + Penalty 5707.840059 = -16016318.605067
  nChanged 1
		SP:Iteration 61Q (105122.090000 sec): 3 clusters
  Score: Raw -16022026.844053 + Penalty 5707.840059 = -16016319.003994
  nChanged 1
		SP:Iteration 62Q (105122.890000 sec): 3 clusters
  Score: Raw -16022027.142980 + Penalty 5707.840059 = -16016319.302921
  nChanged 0
		SP:Iteration 63F (105123.780000 sec): 3 clusters
  Score: Raw -16022027.142980 + Penalty 5707.840059 = -16016319.302921
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (6861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105123.930000 sec): 2 clusters
  Score: Raw -1049109.369643 + Penalty 2190.734904 = -1046918.634740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105124.180000 sec): 3 clusters
  Score: Raw -1045647.171044 + Penalty 4381.469807 = -1041265.701237
  nChanged 2744
		SP:Iteration 1F (105124.370000 sec): 3 clusters
  Score: Raw -1047417.336126 + Penalty 4381.469807 = -1043035.866318
  nChanged 588
		SP:Iteration 2F (105124.570000 sec): 3 clusters
  Score: Raw -1047864.155738 + Penalty 4381.469807 = -1043482.685930
  nChanged 505
		SP:Iteration 3F (105124.760000 sec): 3 clusters
  Score: Raw -1048290.376634 + Penalty 4381.469807 = -1043908.906827
  nChanged 528
		SP:Iteration 4F (105124.970000 sec): 3 clusters
  Score: Raw -1048820.308745 + Penalty 4381.469807 = -1044438.838937
  nChanged 509
		SP:Iteration 5F (105125.190000 sec): 3 clusters
  Score: Raw -1049300.171856 + Penalty 4381.469807 = -1044918.702048
  nChanged 423
		SP:Iteration 6F (105125.380000 sec): 3 clusters
  Score: Raw -1049671.706822 + Penalty 4381.469807 = -1045290.237014
  nChanged 322
		SP:Iteration 7Q (105125.570000 sec): 3 clusters
  Score: Raw -1049889.289878 + Penalty 4381.469807 = -1045507.820070
  nChanged 206
		SP:Iteration 8Q (105125.790000 sec): 3 clusters
  Score: Raw -1050033.590160 + Penalty 4381.469807 = -1045652.120353
  nChanged 146
		SP:Iteration 9Q (105125.900000 sec): 3 clusters
  Score: Raw -1050103.842636 + Penalty 4381.469807 = -1045722.372829
  nChanged 115
		SP:Iteration 10Q (105126.070000 sec): 3 clusters
  Score: Raw -1050157.323747 + Penalty 4381.469807 = -1045775.853940
  nChanged 86
		SP:Iteration 11Q (105126.230000 sec): 3 clusters
  Score: Raw -1050197.627269 + Penalty 4381.469807 = -1045816.157462
  nChanged 72
		SP:Iteration 12Q (105126.410000 sec): 3 clusters
  Score: Raw -1050227.050659 + Penalty 4381.469807 = -1045845.580851
  nChanged 55
		SP:Iteration 13Q (105126.560000 sec): 3 clusters
  Score: Raw -1050244.608385 + Penalty 4381.469807 = -1045863.138577
  nChanged 40
		SP:Iteration 14Q (105126.770000 sec): 3 clusters
  Score: Raw -1050259.040505 + Penalty 4381.469807 = -1045877.570697
  nChanged 40
		SP:Iteration 15Q (105126.950000 sec): 3 clusters
  Score: Raw -1050271.620609 + Penalty 4381.469807 = -1045890.150801
  nChanged 33
		SP:Iteration 16Q (105127.110000 sec): 3 clusters
  Score: Raw -1050283.541601 + Penalty 4381.469807 = -1045902.071794
  nChanged 29
		SP:Iteration 17Q (105127.320000 sec): 3 clusters
  Score: Raw -1050294.799597 + Penalty 4381.469807 = -1045913.329789
  nChanged 32
		SP:Iteration 18Q (105127.460000 sec): 3 clusters
  Score: Raw -1050307.053957 + Penalty 4381.469807 = -1045925.584149
  nChanged 31
		SP:Iteration 19Q (105127.650000 sec): 3 clusters
  Score: Raw -1050318.497860 + Penalty 4381.469807 = -1045937.028052
  nChanged 31
		SP:Iteration 20F (105127.850000 sec): 3 clusters
  Score: Raw -1050333.410747 + Penalty 4381.469807 = -1045951.940940
  nChanged 34
		SP:Iteration 21Q (105128.040000 sec): 3 clusters
  Score: Raw -1050350.106797 + Penalty 4381.469807 = -1045968.636989
  nChanged 40
		SP:Iteration 22Q (105128.230000 sec): 3 clusters
  Score: Raw -1050376.757616 + Penalty 4381.469807 = -1045995.287809
  nChanged 35
		SP:Iteration 23Q (105128.440000 sec): 3 clusters
  Score: Raw -1050401.993737 + Penalty 4381.469807 = -1046020.523929
  nChanged 41
		SP:Iteration 24Q (105128.600000 sec): 3 clusters
  Score: Raw -1050426.860961 + Penalty 4381.469807 = -1046045.391154
  nChanged 35
		SP:Iteration 25Q (105128.830000 sec): 3 clusters
  Score: Raw -1050443.143731 + Penalty 4381.469807 = -1046061.673923
  nChanged 27
		SP:Iteration 26Q (105129.020000 sec): 3 clusters
  Score: Raw -1050453.131331 + Penalty 4381.469807 = -1046071.661524
  nChanged 18
		SP:Iteration 27Q (105129.210000 sec): 3 clusters
  Score: Raw -1050458.764450 + Penalty 4381.469807 = -1046077.294643
  nChanged 15
		SP:Iteration 28Q (105129.360000 sec): 3 clusters
  Score: Raw -1050463.141829 + Penalty 4381.469807 = -1046081.672022
  nChanged 8
		SP:Iteration 29Q (105129.570000 sec): 3 clusters
  Score: Raw -1050465.294014 + Penalty 4381.469807 = -1046083.824206
  nChanged 4
		SP:Iteration 30Q (105129.760000 sec): 3 clusters
  Score: Raw -1050466.801591 + Penalty 4381.469807 = -1046085.331784
  nChanged 0
		SP:Iteration 31F (105129.970000 sec): 3 clusters
  Score: Raw -1050466.801591 + Penalty 4381.469807 = -1046085.331784
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (10060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105130.080000 sec): 2 clusters
  Score: Raw -1528376.230003 + Penalty 2285.647966 = -1526090.582037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105130.250000 sec): 3 clusters
  Score: Raw -1523042.327849 + Penalty 4571.295932 = -1518471.031917
  nChanged 4126
		SP:Iteration 1F (105130.460000 sec): 3 clusters
  Score: Raw -1525925.443842 + Penalty 4571.295932 = -1521354.147910
  nChanged 1035
		SP:Iteration 2F (105130.690000 sec): 3 clusters
  Score: Raw -1527321.106328 + Penalty 4571.295932 = -1522749.810395
  nChanged 1047
		SP:Iteration 3F (105130.880000 sec): 3 clusters
  Score: Raw -1528843.117673 + Penalty 4571.295932 = -1524271.821740
  nChanged 935
		SP:Iteration 4F (105131.080000 sec): 3 clusters
  Score: Raw -1530086.274319 + Penalty 4571.295932 = -1525514.978387
  nChanged 718
		SP:Iteration 5F (105131.280000 sec): 3 clusters
  Score: Raw -1530935.408005 + Penalty 4571.295932 = -1526364.112073
  nChanged 508
		SP:Iteration 6F (105131.530000 sec): 3 clusters
  Score: Raw -1531481.004842 + Penalty 4571.295932 = -1526909.708910
  nChanged 336
		SP:Iteration 7Q (105131.730000 sec): 3 clusters
  Score: Raw -1531789.247448 + Penalty 4571.295932 = -1527217.951516
  nChanged 230
		SP:Iteration 8Q (105131.960000 sec): 3 clusters
  Score: Raw -1531996.255699 + Penalty 4571.295932 = -1527424.959767
  nChanged 214
		SP:Iteration 9Q (105132.140000 sec): 3 clusters
  Score: Raw -1532184.039112 + Penalty 4571.295932 = -1527612.743180
  nChanged 197
		SP:Iteration 10Q (105132.380000 sec): 3 clusters
  Score: Raw -1532357.822794 + Penalty 4571.295932 = -1527786.526861
  nChanged 169
		SP:Iteration 11Q (105132.550000 sec): 3 clusters
  Score: Raw -1532542.362375 + Penalty 4571.295932 = -1527971.066443
  nChanged 167
		SP:Iteration 12Q (105132.800000 sec): 3 clusters
  Score: Raw -1532773.522445 + Penalty 4571.295932 = -1528202.226513
  nChanged 169
		SP:Iteration 13Q (105132.960000 sec): 3 clusters
  Score: Raw -1532999.633140 + Penalty 4571.295932 = -1528428.337208
  nChanged 138
		SP:Iteration 14Q (105133.210000 sec): 3 clusters
  Score: Raw -1533120.704519 + Penalty 4571.295932 = -1528549.408587
  nChanged 80
		SP:Iteration 15Q (105133.340000 sec): 3 clusters
  Score: Raw -1533147.705069 + Penalty 4571.295932 = -1528576.409137
  nChanged 34
		SP:Iteration 16Q (105133.570000 sec): 3 clusters
  Score: Raw -1533157.240825 + Penalty 4571.295932 = -1528585.944893
  nChanged 18
		SP:Iteration 17Q (105133.740000 sec): 3 clusters
  Score: Raw -1533161.598819 + Penalty 4571.295932 = -1528590.302887
  nChanged 9
		SP:Iteration 18Q (105133.960000 sec): 3 clusters
  Score: Raw -1533163.467164 + Penalty 4571.295932 = -1528592.171232
  nChanged 3
		SP:Iteration 19Q (105134.250000 sec): 3 clusters
  Score: Raw -1533163.915136 + Penalty 4571.295932 = -1528592.619204
  nChanged 2
		SP:Iteration 20F (105134.470000 sec): 3 clusters
  Score: Raw -1533164.065925 + Penalty 4571.295932 = -1528592.769993
  nChanged 1
		SP:Iteration 21Q (105134.720000 sec): 3 clusters
  Score: Raw -1533164.194401 + Penalty 4571.295932 = -1528592.898469
  nChanged 1
		SP:Iteration 22Q (105134.880000 sec): 3 clusters
  Score: Raw -1533164.389872 + Penalty 4571.295932 = -1528593.093940
  nChanged 0
		SP:Iteration 23F (105135.110000 sec): 3 clusters
  Score: Raw -1533164.389872 + Penalty 4571.295932 = -1528593.093940
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (25837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105135.320000 sec): 2 clusters
  Score: Raw -4200921.397300 + Penalty 2519.571587 = -4198401.825713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105135.640000 sec): 3 clusters
  Score: Raw -4185465.005848 + Penalty 5039.143175 = -4180425.862674
  nChanged 11657
		SP:Iteration 1F (105135.970000 sec): 3 clusters
  Score: Raw -4191958.012687 + Penalty 5039.143175 = -4186918.869512
  nChanged 1401
		SP:Iteration 2F (105136.360000 sec): 3 clusters
  Score: Raw -4192503.036258 + Penalty 5039.143175 = -4187463.893083
  nChanged 1266
		SP:Iteration 3Q (105136.780000 sec): 3 clusters
  Score: Raw -4192992.425269 + Penalty 5039.143175 = -4187953.282095
  nChanged 1230
		SP:Iteration 4Q (105137.120000 sec): 3 clusters
  Score: Raw -4193544.970315 + Penalty 5039.143175 = -4188505.827140
  nChanged 1366
		SP:Iteration 5F (105137.490000 sec): 3 clusters
  Score: Raw -4194259.800605 + Penalty 5039.143175 = -4189220.657430
  nChanged 1519
		SP:Iteration 6F (105137.850000 sec): 3 clusters
  Score: Raw -4195165.431975 + Penalty 5039.143175 = -4190126.288800
  nChanged 1635
		SP:Iteration 7F (105138.200000 sec): 3 clusters
  Score: Raw -4196198.040394 + Penalty 5039.143175 = -4191158.897219
  nChanged 1648
		SP:Iteration 8F (105138.600000 sec): 3 clusters
  Score: Raw -4197301.396167 + Penalty 5039.143175 = -4192262.252992
  nChanged 1518
		SP:Iteration 9F (105138.960000 sec): 3 clusters
  Score: Raw -4198243.127477 + Penalty 5039.143175 = -4193203.984302
  nChanged 1169
		SP:Iteration 10Q (105139.340000 sec): 3 clusters
  Score: Raw -4198882.705805 + Penalty 5039.143175 = -4193843.562630
  nChanged 853
		SP:Iteration 11Q (105139.710000 sec): 3 clusters
  Score: Raw -4199287.011895 + Penalty 5039.143175 = -4194247.868720
  nChanged 621
		SP:Iteration 12Q (105140.090000 sec): 3 clusters
  Score: Raw -4199562.434882 + Penalty 5039.143175 = -4194523.291707
  nChanged 495
		SP:Iteration 13Q (105140.470000 sec): 3 clusters
  Score: Raw -4199773.814078 + Penalty 5039.143175 = -4194734.670903
  nChanged 427
		SP:Iteration 14Q (105140.830000 sec): 3 clusters
  Score: Raw -4199952.999512 + Penalty 5039.143175 = -4194913.856338
  nChanged 349
		SP:Iteration 15Q (105141.190000 sec): 3 clusters
  Score: Raw -4200091.468084 + Penalty 5039.143175 = -4195052.324910
  nChanged 319
		SP:Iteration 16Q (105141.560000 sec): 3 clusters
  Score: Raw -4200220.249318 + Penalty 5039.143175 = -4195181.106144
  nChanged 298
		SP:Iteration 17Q (105141.930000 sec): 3 clusters
  Score: Raw -4200337.484333 + Penalty 5039.143175 = -4195298.341159
  nChanged 248
		SP:Iteration 18Q (105142.300000 sec): 3 clusters
  Score: Raw -4200438.544153 + Penalty 5039.143175 = -4195399.400979
  nChanged 217
		SP:Iteration 19Q (105142.620000 sec): 3 clusters
  Score: Raw -4200532.775978 + Penalty 5039.143175 = -4195493.632803
  nChanged 232
		SP:Iteration 20F (105143.010000 sec): 3 clusters
  Score: Raw -4200637.009646 + Penalty 5039.143175 = -4195597.866471
  nChanged 201
		SP:Iteration 21Q (105143.490000 sec): 3 clusters
  Score: Raw -4200726.986321 + Penalty 5039.143175 = -4195687.843147
  nChanged 171
		SP:Iteration 22Q (105143.840000 sec): 3 clusters
  Score: Raw -4200809.479094 + Penalty 5039.143175 = -4195770.335919
  nChanged 152
		SP:Iteration 23Q (105144.210000 sec): 3 clusters
  Score: Raw -4200885.451812 + Penalty 5039.143175 = -4195846.308637
  nChanged 133
		SP:Iteration 24Q (105144.570000 sec): 3 clusters
  Score: Raw -4200946.803441 + Penalty 5039.143175 = -4195907.660267
  nChanged 121
		SP:Iteration 25Q (105144.970000 sec): 3 clusters
  Score: Raw -4201010.072697 + Penalty 5039.143175 = -4195970.929523
  nChanged 99
		SP:Iteration 26Q (105145.380000 sec): 3 clusters
  Score: Raw -4201059.540126 + Penalty 5039.143175 = -4196020.396951
  nChanged 93
		SP:Iteration 27Q (105145.750000 sec): 3 clusters
  Score: Raw -4201108.421799 + Penalty 5039.143175 = -4196069.278625
  nChanged 72
		SP:Iteration 28Q (105146.080000 sec): 3 clusters
  Score: Raw -4201137.691588 + Penalty 5039.143175 = -4196098.548413
  nChanged 52
		SP:Iteration 29Q (105146.400000 sec): 3 clusters
  Score: Raw -4201159.193942 + Penalty 5039.143175 = -4196120.050768
  nChanged 37
		SP:Iteration 30Q (105146.720000 sec): 3 clusters
  Score: Raw -4201176.789115 + Penalty 5039.143175 = -4196137.645940
  nChanged 23
		SP:Iteration 31Q (105147.060000 sec): 3 clusters
  Score: Raw -4201186.608275 + Penalty 5039.143175 = -4196147.465100
  nChanged 17
		SP:Iteration 32Q (105147.400000 sec): 3 clusters
  Score: Raw -4201193.527456 + Penalty 5039.143175 = -4196154.384281
  nChanged 21
		SP:Iteration 33Q (105147.750000 sec): 3 clusters
  Score: Raw -4201200.915996 + Penalty 5039.143175 = -4196161.772821
  nChanged 14
		SP:Iteration 34Q (105148.080000 sec): 3 clusters
  Score: Raw -4201205.154779 + Penalty 5039.143175 = -4196166.011605
  nChanged 8
		SP:Iteration 35Q (105148.460000 sec): 3 clusters
  Score: Raw -4201207.990894 + Penalty 5039.143175 = -4196168.847719
  nChanged 8
		SP:Iteration 36Q (105148.810000 sec): 3 clusters
  Score: Raw -4201211.820537 + Penalty 5039.143175 = -4196172.677362
  nChanged 5
		SP:Iteration 37Q (105149.150000 sec): 3 clusters
  Score: Raw -4201214.185398 + Penalty 5039.143175 = -4196175.042223
  nChanged 7
		SP:Iteration 38Q (105149.480000 sec): 3 clusters
  Score: Raw -4201216.681425 + Penalty 5039.143175 = -4196177.538250
  nChanged 7
		SP:Iteration 39Q (105149.820000 sec): 3 clusters
  Score: Raw -4201218.456982 + Penalty 5039.143175 = -4196179.313807
  nChanged 1
		SP:Iteration 40F (105150.160000 sec): 3 clusters
  Score: Raw -4201218.591436 + Penalty 5039.143175 = -4196179.448262
  nChanged 1
		SP:Iteration 41Q (105150.540000 sec): 3 clusters
  Score: Raw -4201218.858823 + Penalty 5039.143175 = -4196179.715649
  nChanged 2
		SP:Iteration 42Q (105150.870000 sec): 3 clusters
  Score: Raw -4201219.210938 + Penalty 5039.143175 = -4196180.067763
  nChanged 1
		SP:Iteration 43Q (105151.210000 sec): 3 clusters
  Score: Raw -4201219.584957 + Penalty 5039.143175 = -4196180.441782
  nChanged 0
		SP:Iteration 44F (105151.550000 sec): 3 clusters
  Score: Raw -4201219.584957 + Penalty 5039.143175 = -4196180.441782
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (21509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105151.770000 sec): 2 clusters
  Score: Raw -3424422.986891 + Penalty 2474.104229 = -3421948.882662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105152.160000 sec): 3 clusters
  Score: Raw -3412042.776684 + Penalty 4948.208459 = -3407094.568226
  nChanged 9473
		SP:Iteration 1F (105152.450000 sec): 3 clusters
  Score: Raw -3417256.571140 + Penalty 4948.208459 = -3412308.362682
  nChanged 1329
		SP:Iteration 2F (105152.740000 sec): 3 clusters
  Score: Raw -3417903.976270 + Penalty 4948.208459 = -3412955.767812
  nChanged 1222
		SP:Iteration 3F (105153.050000 sec): 3 clusters
  Score: Raw -3418526.392739 + Penalty 4948.208459 = -3413578.184281
  nChanged 1142
		SP:Iteration 4F (105153.450000 sec): 3 clusters
  Score: Raw -3419102.531137 + Penalty 4948.208459 = -3414154.322679
  nChanged 1074
		SP:Iteration 5Q (105153.790000 sec): 3 clusters
  Score: Raw -3419626.653365 + Penalty 4948.208459 = -3414678.444907
  nChanged 1077
		SP:Iteration 6F (105154.120000 sec): 3 clusters
  Score: Raw -3420161.862455 + Penalty 4948.208459 = -3415213.653997
  nChanged 1042
		SP:Iteration 7Q (105154.480000 sec): 3 clusters
  Score: Raw -3420700.431543 + Penalty 4948.208459 = -3415752.223084
  nChanged 1039
		SP:Iteration 8Q (105154.850000 sec): 3 clusters
  Score: Raw -3421243.667078 + Penalty 4948.208459 = -3416295.458619
  nChanged 1013
		SP:Iteration 9Q (105155.100000 sec): 3 clusters
  Score: Raw -3421758.776853 + Penalty 4948.208459 = -3416810.568394
  nChanged 890
		SP:Iteration 10Q (105155.480000 sec): 3 clusters
  Score: Raw -3422195.637204 + Penalty 4948.208459 = -3417247.428745
  nChanged 791
		SP:Iteration 11Q (105155.920000 sec): 3 clusters
  Score: Raw -3422588.571892 + Penalty 4948.208459 = -3417640.363434
  nChanged 707
		SP:Iteration 12Q (105156.270000 sec): 3 clusters
  Score: Raw -3422945.218447 + Penalty 4948.208459 = -3417997.009989
  nChanged 647
		SP:Iteration 13Q (105156.720000 sec): 3 clusters
  Score: Raw -3423261.872302 + Penalty 4948.208459 = -3418313.663843
  nChanged 587
		SP:Iteration 14Q (105157.030000 sec): 3 clusters
  Score: Raw -3423562.814456 + Penalty 4948.208459 = -3418614.605998
  nChanged 540
		SP:Iteration 15Q (105157.420000 sec): 3 clusters
  Score: Raw -3423816.025572 + Penalty 4948.208459 = -3418867.817114
  nChanged 415
		SP:Iteration 16Q (105157.870000 sec): 3 clusters
  Score: Raw -3423991.290025 + Penalty 4948.208459 = -3419043.081567
  nChanged 366
		SP:Iteration 17Q (105158.180000 sec): 3 clusters
  Score: Raw -3424131.112306 + Penalty 4948.208459 = -3419182.903847
  nChanged 290
		SP:Iteration 18Q (105158.500000 sec): 3 clusters
  Score: Raw -3424240.000318 + Penalty 4948.208459 = -3419291.791859
  nChanged 247
		SP:Iteration 19Q (105158.870000 sec): 3 clusters
  Score: Raw -3424337.117930 + Penalty 4948.208459 = -3419388.909471
  nChanged 236
		SP:Iteration 20F (105159.140000 sec): 3 clusters
  Score: Raw -3424432.044829 + Penalty 4948.208459 = -3419483.836370
  nChanged 220
		SP:Iteration 21Q (105159.450000 sec): 3 clusters
  Score: Raw -3424523.034705 + Penalty 4948.208459 = -3419574.826247
  nChanged 209
		SP:Iteration 22Q (105159.710000 sec): 3 clusters
  Score: Raw -3424599.465299 + Penalty 4948.208459 = -3419651.256840
  nChanged 161
		SP:Iteration 23Q (105160.000000 sec): 3 clusters
  Score: Raw -3424656.657550 + Penalty 4948.208459 = -3419708.449091
  nChanged 143
		SP:Iteration 24Q (105160.340000 sec): 3 clusters
  Score: Raw -3424702.863106 + Penalty 4948.208459 = -3419754.654647
  nChanged 127
		SP:Iteration 25Q (105160.680000 sec): 3 clusters
  Score: Raw -3424748.457869 + Penalty 4948.208459 = -3419800.249411
  nChanged 110
		SP:Iteration 26Q (105161.020000 sec): 3 clusters
  Score: Raw -3424786.752174 + Penalty 4948.208459 = -3419838.543715
  nChanged 106
		SP:Iteration 27Q (105161.320000 sec): 3 clusters
  Score: Raw -3424820.961433 + Penalty 4948.208459 = -3419872.752974
  nChanged 108
		SP:Iteration 28Q (105161.660000 sec): 3 clusters
  Score: Raw -3424852.126833 + Penalty 4948.208459 = -3419903.918375
  nChanged 67
		SP:Iteration 29Q (105162.020000 sec): 3 clusters
  Score: Raw -3424876.083342 + Penalty 4948.208459 = -3419927.874883
  nChanged 82
		SP:Iteration 30Q (105162.340000 sec): 3 clusters
  Score: Raw -3424901.680666 + Penalty 4948.208459 = -3419953.472208
  nChanged 59
		SP:Iteration 31Q (105162.720000 sec): 3 clusters
  Score: Raw -3424921.473142 + Penalty 4948.208459 = -3419973.264683
  nChanged 54
		SP:Iteration 32Q (105163.110000 sec): 3 clusters
  Score: Raw -3424937.228645 + Penalty 4948.208459 = -3419989.020187
  nChanged 55
		SP:Iteration 33Q (105163.440000 sec): 3 clusters
  Score: Raw -3424953.114892 + Penalty 4948.208459 = -3420004.906433
  nChanged 42
		SP:Iteration 34Q (105163.810000 sec): 3 clusters
  Score: Raw -3424965.723781 + Penalty 4948.208459 = -3420017.515322
  nChanged 35
		SP:Iteration 35Q (105164.160000 sec): 3 clusters
  Score: Raw -3424975.691280 + Penalty 4948.208459 = -3420027.482822
  nChanged 27
		SP:Iteration 36Q (105164.500000 sec): 3 clusters
  Score: Raw -3424984.162411 + Penalty 4948.208459 = -3420035.953953
  nChanged 30
		SP:Iteration 37Q (105164.860000 sec): 3 clusters
  Score: Raw -3424991.924388 + Penalty 4948.208459 = -3420043.715930
  nChanged 24
		SP:Iteration 38Q (105165.130000 sec): 3 clusters
  Score: Raw -3424998.292490 + Penalty 4948.208459 = -3420050.084031
  nChanged 26
		SP:Iteration 39Q (105165.430000 sec): 3 clusters
  Score: Raw -3425004.882157 + Penalty 4948.208459 = -3420056.673698
  nChanged 25
		SP:Iteration 40F (105165.750000 sec): 3 clusters
  Score: Raw -3425010.984097 + Penalty 4948.208459 = -3420062.775638
  nChanged 29
		SP:Iteration 41Q (105166.100000 sec): 3 clusters
  Score: Raw -3425020.295522 + Penalty 4948.208459 = -3420072.087064
  nChanged 27
		SP:Iteration 42Q (105166.440000 sec): 3 clusters
  Score: Raw -3425030.634246 + Penalty 4948.208459 = -3420082.425787
  nChanged 37
		SP:Iteration 43Q (105166.730000 sec): 3 clusters
  Score: Raw -3425043.761994 + Penalty 4948.208459 = -3420095.553536
  nChanged 33
		SP:Iteration 44Q (105167.100000 sec): 3 clusters
  Score: Raw -3425055.680693 + Penalty 4948.208459 = -3420107.472234
  nChanged 34
		SP:Iteration 45Q (105167.340000 sec): 3 clusters
  Score: Raw -3425066.467523 + Penalty 4948.208459 = -3420118.259065
  nChanged 33
		SP:Iteration 46Q (105167.610000 sec): 3 clusters
  Score: Raw -3425077.842318 + Penalty 4948.208459 = -3420129.633859
  nChanged 33
		SP:Iteration 47Q (105167.980000 sec): 3 clusters
  Score: Raw -3425088.407996 + Penalty 4948.208459 = -3420140.199537
  nChanged 35
		SP:Iteration 48Q (105168.290000 sec): 3 clusters
  Score: Raw -3425097.524104 + Penalty 4948.208459 = -3420149.315645
  nChanged 18
		SP:Iteration 49Q (105168.540000 sec): 3 clusters
  Score: Raw -3425103.634473 + Penalty 4948.208459 = -3420155.426014
  nChanged 21
		SP:Iteration 50Q (105168.880000 sec): 3 clusters
  Score: Raw -3425109.700976 + Penalty 4948.208459 = -3420161.492518
  nChanged 20
		SP:Iteration 51Q (105169.100000 sec): 3 clusters
  Score: Raw -3425114.888028 + Penalty 4948.208459 = -3420166.679569
  nChanged 17
		SP:Iteration 52Q (105169.360000 sec): 3 clusters
  Score: Raw -3425119.249266 + Penalty 4948.208459 = -3420171.040808
  nChanged 13
		SP:Iteration 53Q (105169.650000 sec): 3 clusters
  Score: Raw -3425122.618612 + Penalty 4948.208459 = -3420174.410154
  nChanged 14
		SP:Iteration 54Q (105169.980000 sec): 3 clusters
  Score: Raw -3425126.037174 + Penalty 4948.208459 = -3420177.828716
  nChanged 10
		SP:Iteration 55Q (105170.290000 sec): 3 clusters
  Score: Raw -3425128.930017 + Penalty 4948.208459 = -3420180.721558
  nChanged 5
		SP:Iteration 56Q (105170.600000 sec): 3 clusters
  Score: Raw -3425130.172450 + Penalty 4948.208459 = -3420181.963991
  nChanged 2
		SP:Iteration 57Q (105170.930000 sec): 3 clusters
  Score: Raw -3425130.518089 + Penalty 4948.208459 = -3420182.309630
  nChanged 1
		SP:Iteration 58Q (105171.270000 sec): 3 clusters
  Score: Raw -3425130.687721 + Penalty 4948.208459 = -3420182.479262
  nChanged 1
		SP:Iteration 59Q (105171.530000 sec): 3 clusters
  Score: Raw -3425131.089225 + Penalty 4948.208459 = -3420182.880766
  nChanged 3
		SP:Iteration 60F (105171.870000 sec): 3 clusters
  Score: Raw -3425131.665504 + Penalty 4948.208459 = -3420183.457045
  nChanged 3
		SP:Iteration 61Q (105172.230000 sec): 3 clusters
  Score: Raw -3425133.036574 + Penalty 4948.208459 = -3420184.828116
  nChanged 5
		SP:Iteration 62Q (105172.480000 sec): 3 clusters
  Score: Raw -3425134.560626 + Penalty 4948.208459 = -3420186.352167
  nChanged 3
		SP:Iteration 63Q (105172.830000 sec): 3 clusters
  Score: Raw -3425135.187602 + Penalty 4948.208459 = -3420186.979144
  nChanged 2
		SP:Iteration 64Q (105173.230000 sec): 3 clusters
  Score: Raw -3425135.697858 + Penalty 4948.208459 = -3420187.489399
  nChanged 1
		SP:Iteration 65Q (105173.490000 sec): 3 clusters
  Score: Raw -3425135.902115 + Penalty 4948.208459 = -3420187.693657
  nChanged 1
		SP:Iteration 66Q (105173.810000 sec): 3 clusters
  Score: Raw -3425136.139502 + Penalty 4948.208459 = -3420187.931044
  nChanged 3
		SP:Iteration 67Q (105174.130000 sec): 3 clusters
  Score: Raw -3425137.019077 + Penalty 4948.208459 = -3420188.810618
  nChanged 1
		SP:Iteration 68Q (105174.440000 sec): 3 clusters
  Score: Raw -3425137.251803 + Penalty 4948.208459 = -3420189.043344
  nChanged 0
		SP:Iteration 69F (105174.710000 sec): 3 clusters
  Score: Raw -3425137.251803 + Penalty 4948.208459 = -3420189.043344
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (20316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105174.970000 sec): 2 clusters
  Score: Raw -3139198.516454 + Penalty 2459.952680 = -3136738.563774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105175.200000 sec): 3 clusters
  Score: Raw -3127482.588376 + Penalty 4919.905360 = -3122562.683017
  nChanged 8937
		SP:Iteration 1F (105175.510000 sec): 3 clusters
  Score: Raw -3132161.422203 + Penalty 4919.905360 = -3127241.516844
  nChanged 1122
		SP:Iteration 2F (105175.820000 sec): 3 clusters
  Score: Raw -3132581.012734 + Penalty 4919.905360 = -3127661.107374
  nChanged 935
		SP:Iteration 3Q (105176.200000 sec): 3 clusters
  Score: Raw -3132934.483841 + Penalty 4919.905360 = -3128014.578481
  nChanged 865
		SP:Iteration 4Q (105176.530000 sec): 3 clusters
  Score: Raw -3133302.773891 + Penalty 4919.905360 = -3128382.868531
  nChanged 918
		SP:Iteration 5Q (105176.870000 sec): 3 clusters
  Score: Raw -3133746.283018 + Penalty 4919.905360 = -3128826.377659
  nChanged 959
		SP:Iteration 6Q (105177.190000 sec): 3 clusters
  Score: Raw -3134303.746176 + Penalty 4919.905360 = -3129383.840816
  nChanged 1033
		SP:Iteration 7F (105177.510000 sec): 3 clusters
  Score: Raw -3134972.593313 + Penalty 4919.905360 = -3130052.687953
  nChanged 1075
		SP:Iteration 8F (105177.840000 sec): 3 clusters
  Score: Raw -3135689.287253 + Penalty 4919.905360 = -3130769.381893
  nChanged 1120
		SP:Iteration 9F (105178.170000 sec): 3 clusters
  Score: Raw -3136480.511611 + Penalty 4919.905360 = -3131560.606251
  nChanged 1091
		SP:Iteration 10F (105178.560000 sec): 3 clusters
  Score: Raw -3137191.689533 + Penalty 4919.905360 = -3132271.784173
  nChanged 970
		SP:Iteration 11Q (105178.810000 sec): 3 clusters
  Score: Raw -3137781.977416 + Penalty 4919.905360 = -3132862.072056
  nChanged 859
		SP:Iteration 12Q (105179.170000 sec): 3 clusters
  Score: Raw -3138260.948975 + Penalty 4919.905360 = -3133341.043615
  nChanged 780
		SP:Iteration 13Q (105179.470000 sec): 3 clusters
  Score: Raw -3138705.204060 + Penalty 4919.905360 = -3133785.298700
  nChanged 695
		SP:Iteration 14Q (105179.810000 sec): 3 clusters
  Score: Raw -3139108.099334 + Penalty 4919.905360 = -3134188.193974
  nChanged 654
		SP:Iteration 15Q (105180.110000 sec): 3 clusters
  Score: Raw -3139494.555054 + Penalty 4919.905360 = -3134574.649694
  nChanged 618
		SP:Iteration 16Q (105180.460000 sec): 3 clusters
  Score: Raw -3139948.964235 + Penalty 4919.905360 = -3135029.058875
  nChanged 677
		SP:Iteration 17Q (105180.900000 sec): 3 clusters
  Score: Raw -3140627.353372 + Penalty 4919.905360 = -3135707.448013
  nChanged 746
		SP:Iteration 18Q (105181.270000 sec): 3 clusters
  Score: Raw -3141601.646952 + Penalty 4919.905360 = -3136681.741593
  nChanged 730
		SP:Iteration 19Q (105181.570000 sec): 3 clusters
  Score: Raw -3142608.062471 + Penalty 4919.905360 = -3137688.157111
  nChanged 596
		SP:Iteration 20F (105181.910000 sec): 3 clusters
  Score: Raw -3143205.000751 + Penalty 4919.905360 = -3138285.095391
  nChanged 376
		SP:Iteration 21Q (105182.190000 sec): 3 clusters
  Score: Raw -3143470.824596 + Penalty 4919.905360 = -3138550.919236
  nChanged 221
		SP:Iteration 22Q (105182.480000 sec): 3 clusters
  Score: Raw -3143601.484558 + Penalty 4919.905360 = -3138681.579198
  nChanged 165
		SP:Iteration 23Q (105182.820000 sec): 3 clusters
  Score: Raw -3143696.673856 + Penalty 4919.905360 = -3138776.768496
  nChanged 131
		SP:Iteration 24Q (105183.190000 sec): 3 clusters
  Score: Raw -3143758.835275 + Penalty 4919.905360 = -3138838.929915
  nChanged 129
		SP:Iteration 25Q (105183.500000 sec): 3 clusters
  Score: Raw -3143817.441861 + Penalty 4919.905360 = -3138897.536501
  nChanged 93
		SP:Iteration 26Q (105183.810000 sec): 3 clusters
  Score: Raw -3143849.570084 + Penalty 4919.905360 = -3138929.664724
  nChanged 78
		SP:Iteration 27Q (105184.210000 sec): 3 clusters
  Score: Raw -3143872.380067 + Penalty 4919.905360 = -3138952.474707
  nChanged 69
		SP:Iteration 28Q (105184.560000 sec): 3 clusters
  Score: Raw -3143885.470834 + Penalty 4919.905360 = -3138965.565474
  nChanged 34
		SP:Iteration 29Q (105184.930000 sec): 3 clusters
  Score: Raw -3143889.174405 + Penalty 4919.905360 = -3138969.269045
  nChanged 17
		SP:Iteration 30Q (105185.340000 sec): 3 clusters
  Score: Raw -3143890.539524 + Penalty 4919.905360 = -3138970.634164
  nChanged 10
		SP:Iteration 31Q (105185.620000 sec): 3 clusters
  Score: Raw -3143891.609271 + Penalty 4919.905360 = -3138971.703911
  nChanged 10
		SP:Iteration 32Q (105185.900000 sec): 3 clusters
  Score: Raw -3143892.490645 + Penalty 4919.905360 = -3138972.585285
  nChanged 5
		SP:Iteration 33Q (105186.200000 sec): 3 clusters
  Score: Raw -3143892.810173 + Penalty 4919.905360 = -3138972.904813
  nChanged 1
		SP:Iteration 34Q (105186.520000 sec): 3 clusters
  Score: Raw -3143892.827068 + Penalty 4919.905360 = -3138972.921708
  nChanged 0
		SP:Iteration 35F (105186.850000 sec): 3 clusters
  Score: Raw -3143892.827068 + Penalty 4919.905360 = -3138972.921708
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (72549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105187.430000 sec): 2 clusters
  Score: Raw -11194646.388360 + Penalty 2775.620334 = -11191870.768026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105188.220000 sec): 3 clusters
  Score: Raw -11148849.961983 + Penalty 5551.240667 = -11143298.721316
  nChanged 33987
		SP:Iteration 1F (105188.910000 sec): 3 clusters
  Score: Raw -11169115.633859 + Penalty 5551.240667 = -11163564.393191
  nChanged 3955
		SP:Iteration 2F (105189.560000 sec): 3 clusters
  Score: Raw -11171320.864149 + Penalty 5551.240667 = -11165769.623482
  nChanged 4639
		SP:Iteration 3F (105190.320000 sec): 3 clusters
  Score: Raw -11174621.315878 + Penalty 5551.240667 = -11169070.075210
  nChanged 5444
		SP:Iteration 4F (105190.990000 sec): 3 clusters
  Score: Raw -11179411.799221 + Penalty 5551.240667 = -11173860.558553
  nChanged 5994
		SP:Iteration 5F (105191.640000 sec): 3 clusters
  Score: Raw -11185194.450833 + Penalty 5551.240667 = -11179643.210166
  nChanged 5734
		SP:Iteration 6F (105192.330000 sec): 3 clusters
  Score: Raw -11190298.072530 + Penalty 5551.240667 = -11184746.831863
  nChanged 4595
		SP:Iteration 7F (105193.000000 sec): 3 clusters
  Score: Raw -11193579.850712 + Penalty 5551.240667 = -11188028.610045
  nChanged 3302
		SP:Iteration 8Q (105193.670000 sec): 3 clusters
  Score: Raw -11195259.855674 + Penalty 5551.240667 = -11189708.615007
  nChanged 2099
		SP:Iteration 9Q (105194.280000 sec): 3 clusters
  Score: Raw -11196047.518038 + Penalty 5551.240667 = -11190496.277371
  nChanged 1337
		SP:Iteration 10Q (105194.990000 sec): 3 clusters
  Score: Raw -11196445.574540 + Penalty 5551.240667 = -11190894.333872
  nChanged 954
		SP:Iteration 11Q (105195.630000 sec): 3 clusters
  Score: Raw -11196697.423268 + Penalty 5551.240667 = -11191146.182601
  nChanged 798
		SP:Iteration 12Q (105196.290000 sec): 3 clusters
  Score: Raw -11196898.007074 + Penalty 5551.240667 = -11191346.766406
  nChanged 672
		SP:Iteration 13Q (105197.030000 sec): 3 clusters
  Score: Raw -11197043.152679 + Penalty 5551.240667 = -11191491.912011
  nChanged 620
		SP:Iteration 14Q (105197.750000 sec): 3 clusters
  Score: Raw -11197162.655691 + Penalty 5551.240667 = -11191611.415023
  nChanged 568
		SP:Iteration 15Q (105198.490000 sec): 3 clusters
  Score: Raw -11197266.051570 + Penalty 5551.240667 = -11191714.810902
  nChanged 524
		SP:Iteration 16Q (105199.250000 sec): 3 clusters
  Score: Raw -11197358.747103 + Penalty 5551.240667 = -11191807.506435
  nChanged 452
		SP:Iteration 17Q (105199.960000 sec): 3 clusters
  Score: Raw -11197432.708911 + Penalty 5551.240667 = -11191881.468243
  nChanged 408
		SP:Iteration 18Q (105200.670000 sec): 3 clusters
  Score: Raw -11197502.889821 + Penalty 5551.240667 = -11191951.649154
  nChanged 431
		SP:Iteration 19Q (105201.420000 sec): 3 clusters
  Score: Raw -11197591.276494 + Penalty 5551.240667 = -11192040.035827
  nChanged 421
		SP:Iteration 20F (105202.140000 sec): 3 clusters
  Score: Raw -11197692.138857 + Penalty 5551.240667 = -11192140.898190
  nChanged 459
		SP:Iteration 21Q (105202.870000 sec): 3 clusters
  Score: Raw -11197816.192404 + Penalty 5551.240667 = -11192264.951737
  nChanged 466
		SP:Iteration 22Q (105203.600000 sec): 3 clusters
  Score: Raw -11197964.764954 + Penalty 5551.240667 = -11192413.524287
  nChanged 441
		SP:Iteration 23Q (105204.320000 sec): 3 clusters
  Score: Raw -11198119.546924 + Penalty 5551.240667 = -11192568.306256
  nChanged 451
		SP:Iteration 24Q (105205.040000 sec): 3 clusters
  Score: Raw -11198277.539107 + Penalty 5551.240667 = -11192726.298440
  nChanged 465
		SP:Iteration 25Q (105205.720000 sec): 3 clusters
  Score: Raw -11198501.772422 + Penalty 5551.240667 = -11192950.531754
  nChanged 507
		SP:Iteration 26Q (105206.450000 sec): 3 clusters
  Score: Raw -11198754.170230 + Penalty 5551.240667 = -11193202.929562
  nChanged 497
		SP:Iteration 27Q (105207.190000 sec): 3 clusters
  Score: Raw -11198964.103458 + Penalty 5551.240667 = -11193412.862791
  nChanged 423
		SP:Iteration 28Q (105207.900000 sec): 3 clusters
  Score: Raw -11199077.885359 + Penalty 5551.240667 = -11193526.644692
  nChanged 357
		SP:Iteration 29Q (105208.600000 sec): 3 clusters
  Score: Raw -11199134.614066 + Penalty 5551.240667 = -11193583.373398
  nChanged 234
		SP:Iteration 30Q (105209.270000 sec): 3 clusters
  Score: Raw -11199164.001134 + Penalty 5551.240667 = -11193612.760467
  nChanged 164
		SP:Iteration 31Q (105209.940000 sec): 3 clusters
  Score: Raw -11199178.015389 + Penalty 5551.240667 = -11193626.774722
  nChanged 112
		SP:Iteration 32Q (105210.630000 sec): 3 clusters
  Score: Raw -11199187.928679 + Penalty 5551.240667 = -11193636.688011
  nChanged 101
		SP:Iteration 33Q (105211.350000 sec): 3 clusters
  Score: Raw -11199196.526979 + Penalty 5551.240667 = -11193645.286312
  nChanged 88
		SP:Iteration 34Q (105212.000000 sec): 3 clusters
  Score: Raw -11199203.043320 + Penalty 5551.240667 = -11193651.802652
  nChanged 71
		SP:Iteration 35Q (105212.700000 sec): 3 clusters
  Score: Raw -11199207.922180 + Penalty 5551.240667 = -11193656.681512
  nChanged 62
		SP:Iteration 36Q (105213.370000 sec): 3 clusters
  Score: Raw -11199211.943080 + Penalty 5551.240667 = -11193660.702412
  nChanged 59
		SP:Iteration 37Q (105214.010000 sec): 3 clusters
  Score: Raw -11199215.578495 + Penalty 5551.240667 = -11193664.337828
  nChanged 50
		SP:Iteration 38Q (105214.790000 sec): 3 clusters
  Score: Raw -11199218.512040 + Penalty 5551.240667 = -11193667.271372
  nChanged 43
		SP:Iteration 39Q (105215.460000 sec): 3 clusters
  Score: Raw -11199221.023515 + Penalty 5551.240667 = -11193669.782848
  nChanged 33
		SP:Iteration 40F (105216.230000 sec): 3 clusters
  Score: Raw -11199222.795065 + Penalty 5551.240667 = -11193671.554397
  nChanged 34
		SP:Iteration 41Q (105216.920000 sec): 3 clusters
  Score: Raw -11199224.641075 + Penalty 5551.240667 = -11193673.400408
  nChanged 18
		SP:Iteration 42Q (105217.670000 sec): 3 clusters
  Score: Raw -11199225.529373 + Penalty 5551.240667 = -11193674.288706
  nChanged 10
		SP:Iteration 43Q (105218.350000 sec): 3 clusters
  Score: Raw -11199225.850134 + Penalty 5551.240667 = -11193674.609467
  nChanged 5
		SP:Iteration 44Q (105219.010000 sec): 3 clusters
  Score: Raw -11199226.017779 + Penalty 5551.240667 = -11193674.777112
  nChanged 5
		SP:Iteration 45Q (105219.730000 sec): 3 clusters
  Score: Raw -11199226.149323 + Penalty 5551.240667 = -11193674.908655
  nChanged 1
		SP:Iteration 46Q (105220.470000 sec): 3 clusters
  Score: Raw -11199226.173732 + Penalty 5551.240667 = -11193674.933065
  nChanged 3
		SP:Iteration 47Q (105221.260000 sec): 3 clusters
  Score: Raw -11199226.320345 + Penalty 5551.240667 = -11193675.079677
  nChanged 4
		SP:Iteration 48Q (105222.000000 sec): 3 clusters
  Score: Raw -11199226.460886 + Penalty 5551.240667 = -11193675.220219
  nChanged 6
		SP:Iteration 49Q (105222.780000 sec): 3 clusters
  Score: Raw -11199226.735358 + Penalty 5551.240667 = -11193675.494691
  nChanged 7
		SP:Iteration 50Q (105223.520000 sec): 3 clusters
  Score: Raw -11199226.954192 + Penalty 5551.240667 = -11193675.713524
  nChanged 7
		SP:Iteration 51Q (105224.310000 sec): 3 clusters
  Score: Raw -11199227.184010 + Penalty 5551.240667 = -11193675.943343
  nChanged 3
		SP:Iteration 52Q (105225.050000 sec): 3 clusters
  Score: Raw -11199227.280591 + Penalty 5551.240667 = -11193676.039923
  nChanged 4
		SP:Iteration 53Q (105225.830000 sec): 3 clusters
  Score: Raw -11199227.440682 + Penalty 5551.240667 = -11193676.200014
  nChanged 6
		SP:Iteration 54Q (105226.580000 sec): 3 clusters
  Score: Raw -11199227.671684 + Penalty 5551.240667 = -11193676.431017
  nChanged 6
		SP:Iteration 55Q (105227.360000 sec): 3 clusters
  Score: Raw -11199227.912373 + Penalty 5551.240667 = -11193676.671706
  nChanged 7
		SP:Iteration 56Q (105228.100000 sec): 3 clusters
  Score: Raw -11199228.184369 + Penalty 5551.240667 = -11193676.943701
  nChanged 8
		SP:Iteration 57Q (105228.880000 sec): 3 clusters
  Score: Raw -11199228.479727 + Penalty 5551.240667 = -11193677.239060
  nChanged 3
		SP:Iteration 58Q (105229.620000 sec): 3 clusters
  Score: Raw -11199228.621055 + Penalty 5551.240667 = -11193677.380388
  nChanged 2
		SP:Iteration 59Q (105230.400000 sec): 3 clusters
  Score: Raw -11199228.704809 + Penalty 5551.240667 = -11193677.464141
  nChanged 5
		SP:Iteration 60F (105231.160000 sec): 3 clusters
  Score: Raw -11199229.018083 + Penalty 5551.240667 = -11193677.777416
  nChanged 8
		SP:Iteration 61Q (105231.850000 sec): 3 clusters
  Score: Raw -11199229.351658 + Penalty 5551.240667 = -11193678.110990
  nChanged 6
		SP:Iteration 62Q (105232.550000 sec): 3 clusters
  Score: Raw -11199229.623894 + Penalty 5551.240667 = -11193678.383227
  nChanged 8
		SP:Iteration 63Q (105233.190000 sec): 3 clusters
  Score: Raw -11199229.999500 + Penalty 5551.240667 = -11193678.758833
  nChanged 7
		SP:Iteration 64Q (105233.880000 sec): 3 clusters
  Score: Raw -11199230.343167 + Penalty 5551.240667 = -11193679.102499
  nChanged 7
		SP:Iteration 65Q (105234.580000 sec): 3 clusters
  Score: Raw -11199230.666339 + Penalty 5551.240667 = -11193679.425672
  nChanged 11
		SP:Iteration 66Q (105235.230000 sec): 3 clusters
  Score: Raw -11199231.243278 + Penalty 5551.240667 = -11193680.002611
  nChanged 9
		SP:Iteration 67Q (105235.880000 sec): 3 clusters
  Score: Raw -11199231.674589 + Penalty 5551.240667 = -11193680.433922
  nChanged 8
		SP:Iteration 68Q (105236.570000 sec): 3 clusters
  Score: Raw -11199232.019038 + Penalty 5551.240667 = -11193680.778370
  nChanged 5
		SP:Iteration 69Q (105237.310000 sec): 3 clusters
  Score: Raw -11199232.273807 + Penalty 5551.240667 = -11193681.033140
  nChanged 2
		SP:Iteration 70Q (105237.990000 sec): 3 clusters
  Score: Raw -11199232.348194 + Penalty 5551.240667 = -11193681.107526
  nChanged 3
		SP:Iteration 71Q (105238.640000 sec): 3 clusters
  Score: Raw -11199232.468219 + Penalty 5551.240667 = -11193681.227551
  nChanged 4
		SP:Iteration 72Q (105239.360000 sec): 3 clusters
  Score: Raw -11199232.606839 + Penalty 5551.240667 = -11193681.366172
  nChanged 4
		SP:Iteration 73Q (105240.050000 sec): 3 clusters
  Score: Raw -11199232.723853 + Penalty 5551.240667 = -11193681.483186
  nChanged 3
		SP:Iteration 74Q (105240.750000 sec): 3 clusters
  Score: Raw -11199232.930289 + Penalty 5551.240667 = -11193681.689622
  nChanged 4
		SP:Iteration 75Q (105241.470000 sec): 3 clusters
  Score: Raw -11199233.124834 + Penalty 5551.240667 = -11193681.884166
  nChanged 3
		SP:Iteration 76Q (105242.170000 sec): 3 clusters
  Score: Raw -11199233.303248 + Penalty 5551.240667 = -11193682.062580
  nChanged 3
		SP:Iteration 77Q (105242.790000 sec): 3 clusters
  Score: Raw -11199233.427899 + Penalty 5551.240667 = -11193682.187232
  nChanged 2
		SP:Iteration 78Q (105243.420000 sec): 3 clusters
  Score: Raw -11199233.483305 + Penalty 5551.240667 = -11193682.242638
  nChanged 2
		SP:Iteration 79Q (105244.110000 sec): 3 clusters
  Score: Raw -11199233.556206 + Penalty 5551.240667 = -11193682.315539
  nChanged 4
		SP:Iteration 80F (105244.850000 sec): 3 clusters
  Score: Raw -11199233.665239 + Penalty 5551.240667 = -11193682.424571
  nChanged 1
		SP:Iteration 81Q (105245.500000 sec): 3 clusters
  Score: Raw -11199233.689834 + Penalty 5551.240667 = -11193682.449167
  nChanged 1
		SP:Iteration 82Q (105246.250000 sec): 3 clusters
  Score: Raw -11199233.749245 + Penalty 5551.240667 = -11193682.508578
  nChanged 3
		SP:Iteration 83Q (105246.960000 sec): 3 clusters
  Score: Raw -11199233.863002 + Penalty 5551.240667 = -11193682.622335
  nChanged 2
		SP:Iteration 84Q (105247.660000 sec): 3 clusters
  Score: Raw -11199233.922835 + Penalty 5551.240667 = -11193682.682167
  nChanged 0
		SP:Iteration 85F (105248.300000 sec): 3 clusters
  Score: Raw -11199233.922835 + Penalty 5551.240667 = -11193682.682167
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (21477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105248.570000 sec): 2 clusters
  Score: Raw -3280478.399801 + Penalty 2473.734993 = -3278004.664808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105248.820000 sec): 3 clusters
  Score: Raw -3267933.662385 + Penalty 4947.469986 = -3262986.192399
  nChanged 9658
		SP:Iteration 1F (105249.170000 sec): 3 clusters
  Score: Raw -3274599.711733 + Penalty 4947.469986 = -3269652.241747
  nChanged 2140
		SP:Iteration 2F (105249.500000 sec): 3 clusters
  Score: Raw -3278002.767808 + Penalty 4947.469986 = -3273055.297822
  nChanged 2432
		SP:Iteration 3F (105249.860000 sec): 3 clusters
  Score: Raw -3281619.461936 + Penalty 4947.469986 = -3276671.991950
  nChanged 2052
		SP:Iteration 4F (105250.170000 sec): 3 clusters
  Score: Raw -3283954.792449 + Penalty 4947.469986 = -3279007.322464
  nChanged 1587
		SP:Iteration 5F (105250.490000 sec): 3 clusters
  Score: Raw -3285620.562598 + Penalty 4947.469986 = -3280673.092612
  nChanged 1236
		SP:Iteration 6F (105250.810000 sec): 3 clusters
  Score: Raw -3287198.607035 + Penalty 4947.469986 = -3282251.137049
  nChanged 977
		SP:Iteration 7Q (105251.150000 sec): 3 clusters
  Score: Raw -3288497.078396 + Penalty 4947.469986 = -3283549.608410
  nChanged 741
		SP:Iteration 8Q (105251.580000 sec): 3 clusters
  Score: Raw -3289338.324478 + Penalty 4947.469986 = -3284390.854493
  nChanged 562
		SP:Iteration 9Q (105251.950000 sec): 3 clusters
  Score: Raw -3289898.767144 + Penalty 4947.469986 = -3284951.297158
  nChanged 440
		SP:Iteration 10Q (105252.220000 sec): 3 clusters
  Score: Raw -3290280.593269 + Penalty 4947.469986 = -3285333.123284
  nChanged 332
		SP:Iteration 11Q (105252.530000 sec): 3 clusters
  Score: Raw -3290523.086607 + Penalty 4947.469986 = -3285575.616621
  nChanged 214
		SP:Iteration 12Q (105252.900000 sec): 3 clusters
  Score: Raw -3290636.470868 + Penalty 4947.469986 = -3285689.000883
  nChanged 132
		SP:Iteration 13Q (105253.230000 sec): 3 clusters
  Score: Raw -3290676.230929 + Penalty 4947.469986 = -3285728.760944
  nChanged 71
		SP:Iteration 14Q (105253.530000 sec): 3 clusters
  Score: Raw -3290687.305338 + Penalty 4947.469986 = -3285739.835353
  nChanged 25
		SP:Iteration 15Q (105253.810000 sec): 3 clusters
  Score: Raw -3290689.798832 + Penalty 4947.469986 = -3285742.328847
  nChanged 13
		SP:Iteration 16Q (105254.200000 sec): 3 clusters
  Score: Raw -3290690.800355 + Penalty 4947.469986 = -3285743.330369
  nChanged 5
		SP:Iteration 17Q (105254.510000 sec): 3 clusters
  Score: Raw -3290691.125563 + Penalty 4947.469986 = -3285743.655577
  nChanged 4
		SP:Iteration 18Q (105254.830000 sec): 3 clusters
  Score: Raw -3290691.321236 + Penalty 4947.469986 = -3285743.851251
  nChanged 0
		SP:Iteration 19F (105255.160000 sec): 3 clusters
  Score: Raw -3290697.920628 + Penalty 4947.469986 = -3285750.450642
  nChanged 5
		SP:Iteration 20F (105255.430000 sec): 3 clusters
  Score: Raw -3290699.269319 + Penalty 4947.469986 = -3285751.799334
  nChanged 6
		SP:Iteration 21Q (105255.730000 sec): 3 clusters
  Score: Raw -3290699.647806 + Penalty 4947.469986 = -3285752.177821
  nChanged 6
		SP:Iteration 22Q (105256.050000 sec): 3 clusters
  Score: Raw -3290700.265928 + Penalty 4947.469986 = -3285752.795943
  nChanged 5
		SP:Iteration 23Q (105256.410000 sec): 3 clusters
  Score: Raw -3290700.766393 + Penalty 4947.469986 = -3285753.296408
  nChanged 1
		SP:Iteration 24Q (105256.750000 sec): 3 clusters
  Score: Raw -3290700.823258 + Penalty 4947.469986 = -3285753.353272
  nChanged 0
		SP:Iteration 25F (105257.090000 sec): 3 clusters
  Score: Raw -3290700.823258 + Penalty 4947.469986 = -3285753.353272
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (18692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105257.320000 sec): 2 clusters
  Score: Raw -2786511.411782 + Penalty 2439.291024 = -2784072.120758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105257.660000 sec): 3 clusters
  Score: Raw -2775681.282340 + Penalty 4878.582048 = -2770802.700292
  nChanged 8310
		SP:Iteration 1F (105257.930000 sec): 3 clusters
  Score: Raw -2781751.419100 + Penalty 4878.582048 = -2776872.837051
  nChanged 1950
		SP:Iteration 2F (105258.280000 sec): 3 clusters
  Score: Raw -2784126.828523 + Penalty 4878.582048 = -2779248.246475
  nChanged 1929
		SP:Iteration 3F (105258.590000 sec): 3 clusters
  Score: Raw -2786162.724231 + Penalty 4878.582048 = -2781284.142183
  nChanged 1590
		SP:Iteration 4F (105258.890000 sec): 3 clusters
  Score: Raw -2787425.638379 + Penalty 4878.582048 = -2782547.056331
  nChanged 1088
		SP:Iteration 5F (105259.210000 sec): 3 clusters
  Score: Raw -2788217.889359 + Penalty 4878.582048 = -2783339.307311
  nChanged 841
		SP:Iteration 6Q (105259.470000 sec): 3 clusters
  Score: Raw -2788787.513101 + Penalty 4878.582048 = -2783908.931052
  nChanged 608
		SP:Iteration 7Q (105259.770000 sec): 3 clusters
  Score: Raw -2789138.949657 + Penalty 4878.582048 = -2784260.367609
  nChanged 466
		SP:Iteration 8Q (105260.040000 sec): 3 clusters
  Score: Raw -2789324.472058 + Penalty 4878.582048 = -2784445.890009
  nChanged 321
		SP:Iteration 9Q (105260.350000 sec): 3 clusters
  Score: Raw -2789422.677350 + Penalty 4878.582048 = -2784544.095302
  nChanged 243
		SP:Iteration 10Q (105260.660000 sec): 3 clusters
  Score: Raw -2789489.895871 + Penalty 4878.582048 = -2784611.313823
  nChanged 196
		SP:Iteration 11Q (105260.930000 sec): 3 clusters
  Score: Raw -2789541.715183 + Penalty 4878.582048 = -2784663.133135
  nChanged 185
		SP:Iteration 12Q (105261.250000 sec): 3 clusters
  Score: Raw -2789591.878279 + Penalty 4878.582048 = -2784713.296231
  nChanged 179
		SP:Iteration 13Q (105261.480000 sec): 3 clusters
  Score: Raw -2789635.948700 + Penalty 4878.582048 = -2784757.366652
  nChanged 160
		SP:Iteration 14Q (105261.830000 sec): 3 clusters
  Score: Raw -2789676.643755 + Penalty 4878.582048 = -2784798.061707
  nChanged 158
		SP:Iteration 15Q (105262.140000 sec): 3 clusters
  Score: Raw -2789713.034377 + Penalty 4878.582048 = -2784834.452329
  nChanged 160
		SP:Iteration 16Q (105262.460000 sec): 3 clusters
  Score: Raw -2789744.845212 + Penalty 4878.582048 = -2784866.263163
  nChanged 119
		SP:Iteration 17Q (105262.680000 sec): 3 clusters
  Score: Raw -2789769.178279 + Penalty 4878.582048 = -2784890.596231
  nChanged 110
		SP:Iteration 18Q (105262.990000 sec): 3 clusters
  Score: Raw -2789788.808646 + Penalty 4878.582048 = -2784910.226598
  nChanged 86
		SP:Iteration 19Q (105263.290000 sec): 3 clusters
  Score: Raw -2789803.188921 + Penalty 4878.582048 = -2784924.606873
  nChanged 75
		SP:Iteration 20F (105263.540000 sec): 3 clusters
  Score: Raw -2789816.383933 + Penalty 4878.582048 = -2784937.801885
  nChanged 81
		SP:Iteration 21Q (105263.860000 sec): 3 clusters
  Score: Raw -2789830.614112 + Penalty 4878.582048 = -2784952.032064
  nChanged 68
		SP:Iteration 22Q (105264.110000 sec): 3 clusters
  Score: Raw -2789844.213864 + Penalty 4878.582048 = -2784965.631815
  nChanged 86
		SP:Iteration 23Q (105264.430000 sec): 3 clusters
  Score: Raw -2789859.821953 + Penalty 4878.582048 = -2784981.239905
  nChanged 79
		SP:Iteration 24Q (105264.740000 sec): 3 clusters
  Score: Raw -2789875.225994 + Penalty 4878.582048 = -2784996.643946
  nChanged 84
		SP:Iteration 25Q (105265.070000 sec): 3 clusters
  Score: Raw -2789887.979953 + Penalty 4878.582048 = -2785009.397905
  nChanged 66
		SP:Iteration 26Q (105265.380000 sec): 3 clusters
  Score: Raw -2789897.449419 + Penalty 4878.582048 = -2785018.867370
  nChanged 55
		SP:Iteration 27Q (105265.740000 sec): 3 clusters
  Score: Raw -2789905.679520 + Penalty 4878.582048 = -2785027.097472
  nChanged 57
		SP:Iteration 28Q (105266.100000 sec): 3 clusters
  Score: Raw -2789913.782790 + Penalty 4878.582048 = -2785035.200742
  nChanged 48
		SP:Iteration 29Q (105266.410000 sec): 3 clusters
  Score: Raw -2789919.860795 + Penalty 4878.582048 = -2785041.278747
  nChanged 45
		SP:Iteration 30Q (105266.720000 sec): 3 clusters
  Score: Raw -2789927.255095 + Penalty 4878.582048 = -2785048.673047
  nChanged 52
		SP:Iteration 31Q (105267.010000 sec): 3 clusters
  Score: Raw -2789933.698676 + Penalty 4878.582048 = -2785055.116628
  nChanged 41
		SP:Iteration 32Q (105267.290000 sec): 3 clusters
  Score: Raw -2789939.261541 + Penalty 4878.582048 = -2785060.679492
  nChanged 43
		SP:Iteration 33Q (105267.630000 sec): 3 clusters
  Score: Raw -2789944.533163 + Penalty 4878.582048 = -2785065.951114
  nChanged 38
		SP:Iteration 34Q (105267.930000 sec): 3 clusters
  Score: Raw -2789948.818431 + Penalty 4878.582048 = -2785070.236383
  nChanged 38
		SP:Iteration 35Q (105268.270000 sec): 3 clusters
  Score: Raw -2789952.584884 + Penalty 4878.582048 = -2785074.002836
  nChanged 24
		SP:Iteration 36Q (105268.590000 sec): 3 clusters
  Score: Raw -2789954.762243 + Penalty 4878.582048 = -2785076.180194
  nChanged 18
		SP:Iteration 37Q (105268.890000 sec): 3 clusters
  Score: Raw -2789956.602680 + Penalty 4878.582048 = -2785078.020632
  nChanged 14
		SP:Iteration 38Q (105269.180000 sec): 3 clusters
  Score: Raw -2789957.757205 + Penalty 4878.582048 = -2785079.175157
  nChanged 14
		SP:Iteration 39Q (105269.590000 sec): 3 clusters
  Score: Raw -2789959.169061 + Penalty 4878.582048 = -2785080.587012
  nChanged 10
		SP:Iteration 40F (105269.860000 sec): 3 clusters
  Score: Raw -2789959.918108 + Penalty 4878.582048 = -2785081.336060
  nChanged 9
		SP:Iteration 41Q (105270.170000 sec): 3 clusters
  Score: Raw -2789960.435204 + Penalty 4878.582048 = -2785081.853156
  nChanged 6
		SP:Iteration 42Q (105270.410000 sec): 3 clusters
  Score: Raw -2789960.841824 + Penalty 4878.582048 = -2785082.259775
  nChanged 4
		SP:Iteration 43Q (105270.670000 sec): 3 clusters
  Score: Raw -2789961.254310 + Penalty 4878.582048 = -2785082.672262
  nChanged 4
		SP:Iteration 44Q (105270.950000 sec): 3 clusters
  Score: Raw -2789961.700144 + Penalty 4878.582048 = -2785083.118096
  nChanged 6
		SP:Iteration 45Q (105271.210000 sec): 3 clusters
  Score: Raw -2789962.088889 + Penalty 4878.582048 = -2785083.506840
  nChanged 7
		SP:Iteration 46Q (105271.530000 sec): 3 clusters
  Score: Raw -2789962.533914 + Penalty 4878.582048 = -2785083.951866
  nChanged 3
		SP:Iteration 47Q (105271.780000 sec): 3 clusters
  Score: Raw -2789962.754682 + Penalty 4878.582048 = -2785084.172633
  nChanged 4
		SP:Iteration 48Q (105272.050000 sec): 3 clusters
  Score: Raw -2789963.164322 + Penalty 4878.582048 = -2785084.582273
  nChanged 5
		SP:Iteration 49Q (105272.310000 sec): 3 clusters
  Score: Raw -2789963.507326 + Penalty 4878.582048 = -2785084.925278
  nChanged 4
		SP:Iteration 50Q (105272.550000 sec): 3 clusters
  Score: Raw -2789963.715159 + Penalty 4878.582048 = -2785085.133111
  nChanged 3
		SP:Iteration 51Q (105272.870000 sec): 3 clusters
  Score: Raw -2789963.853537 + Penalty 4878.582048 = -2785085.271489
  nChanged 1
		SP:Iteration 52Q (105273.220000 sec): 3 clusters
  Score: Raw -2789963.928946 + Penalty 4878.582048 = -2785085.346898
  nChanged 2
		SP:Iteration 53Q (105273.520000 sec): 3 clusters
  Score: Raw -2789964.028229 + Penalty 4878.582048 = -2785085.446181
  nChanged 1
		SP:Iteration 54Q (105273.770000 sec): 3 clusters
  Score: Raw -2789964.073305 + Penalty 4878.582048 = -2785085.491257
  nChanged 0
		SP:Iteration 55F (105274.060000 sec): 3 clusters
  Score: Raw -2789964.073305 + Penalty 4878.582048 = -2785085.491257
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (53786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105274.550000 sec): 2 clusters
  Score: Raw -8550036.265781 + Penalty 2701.406585 = -8547334.859195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105275.190000 sec): 3 clusters
  Score: Raw -8516589.766196 + Penalty 5402.813171 = -8511186.953025
  nChanged 24991
		SP:Iteration 1F (105275.790000 sec): 3 clusters
  Score: Raw -8530947.466381 + Penalty 5402.813171 = -8525544.653211
  nChanged 2583
		SP:Iteration 2Q (105276.460000 sec): 3 clusters
  Score: Raw -8531988.113181 + Penalty 5402.813171 = -8526585.300011
  nChanged 2637
		SP:Iteration 3Q (105276.980000 sec): 3 clusters
  Score: Raw -8533195.411482 + Penalty 5402.813171 = -8527792.598311
  nChanged 2831
		SP:Iteration 4F (105277.570000 sec): 3 clusters
  Score: Raw -8534748.212055 + Penalty 5402.813171 = -8529345.398884
  nChanged 3290
		SP:Iteration 5F (105278.150000 sec): 3 clusters
  Score: Raw -8536800.828051 + Penalty 5402.813171 = -8531398.014880
  nChanged 3490
		SP:Iteration 6F (105278.650000 sec): 3 clusters
  Score: Raw -8538974.920353 + Penalty 5402.813171 = -8533572.107182
  nChanged 3401
		SP:Iteration 7F (105279.250000 sec): 3 clusters
  Score: Raw -8540924.117372 + Penalty 5402.813171 = -8535521.304202
  nChanged 2967
		SP:Iteration 8F (105279.830000 sec): 3 clusters
  Score: Raw -8542365.278505 + Penalty 5402.813171 = -8536962.465334
  nChanged 2348
		SP:Iteration 9Q (105280.410000 sec): 3 clusters
  Score: Raw -8543279.016738 + Penalty 5402.813171 = -8537876.203567
  nChanged 1738
		SP:Iteration 10Q (105280.990000 sec): 3 clusters
  Score: Raw -8543814.325550 + Penalty 5402.813171 = -8538411.512379
  nChanged 1307
		SP:Iteration 11Q (105281.600000 sec): 3 clusters
  Score: Raw -8544160.267631 + Penalty 5402.813171 = -8538757.454460
  nChanged 1105
		SP:Iteration 12Q (105282.190000 sec): 3 clusters
  Score: Raw -8544448.775006 + Penalty 5402.813171 = -8539045.961836
  nChanged 962
		SP:Iteration 13Q (105282.760000 sec): 3 clusters
  Score: Raw -8544696.237953 + Penalty 5402.813171 = -8539293.424782
  nChanged 936
		SP:Iteration 14Q (105283.350000 sec): 3 clusters
  Score: Raw -8544921.268019 + Penalty 5402.813171 = -8539518.454849
  nChanged 879
		SP:Iteration 15Q (105283.980000 sec): 3 clusters
  Score: Raw -8545124.360957 + Penalty 5402.813171 = -8539721.547786
  nChanged 838
		SP:Iteration 16Q (105284.550000 sec): 3 clusters
  Score: Raw -8545316.017873 + Penalty 5402.813171 = -8539913.204703
  nChanged 768
		SP:Iteration 17Q (105285.090000 sec): 3 clusters
  Score: Raw -8545481.001197 + Penalty 5402.813171 = -8540078.188027
  nChanged 733
		SP:Iteration 18Q (105285.710000 sec): 3 clusters
  Score: Raw -8545622.900022 + Penalty 5402.813171 = -8540220.086852
  nChanged 696
		SP:Iteration 19Q (105286.250000 sec): 3 clusters
  Score: Raw -8545758.366417 + Penalty 5402.813171 = -8540355.553247
  nChanged 666
		SP:Iteration 20F (105286.870000 sec): 3 clusters
  Score: Raw -8545889.152175 + Penalty 5402.813171 = -8540486.339004
  nChanged 687
		SP:Iteration 21Q (105287.430000 sec): 3 clusters
  Score: Raw -8546035.479905 + Penalty 5402.813171 = -8540632.666735
  nChanged 718
		SP:Iteration 22Q (105288.020000 sec): 3 clusters
  Score: Raw -8546188.323684 + Penalty 5402.813171 = -8540785.510513
  nChanged 763
		SP:Iteration 23Q (105288.620000 sec): 3 clusters
  Score: Raw -8546358.067707 + Penalty 5402.813171 = -8540955.254536
  nChanged 772
		SP:Iteration 24Q (105289.200000 sec): 3 clusters
  Score: Raw -8546538.488103 + Penalty 5402.813171 = -8541135.674933
  nChanged 810
		SP:Iteration 25Q (105289.760000 sec): 3 clusters
  Score: Raw -8546739.289971 + Penalty 5402.813171 = -8541336.476800
  nChanged 871
		SP:Iteration 26Q (105290.350000 sec): 3 clusters
  Score: Raw -8546963.244350 + Penalty 5402.813171 = -8541560.431179
  nChanged 944
		SP:Iteration 27Q (105290.920000 sec): 3 clusters
  Score: Raw -8547232.905340 + Penalty 5402.813171 = -8541830.092169
  nChanged 1062
		SP:Iteration 28Q (105291.560000 sec): 3 clusters
  Score: Raw -8547584.858796 + Penalty 5402.813171 = -8542182.045626
  nChanged 1215
		SP:Iteration 29Q (105292.200000 sec): 3 clusters
  Score: Raw -8548073.107761 + Penalty 5402.813171 = -8542670.294590
  nChanged 1369
		SP:Iteration 30Q (105292.770000 sec): 3 clusters
  Score: Raw -8548776.023797 + Penalty 5402.813171 = -8543373.210626
  nChanged 1455
		SP:Iteration 31Q (105293.360000 sec): 3 clusters
  Score: Raw -8549793.343437 + Penalty 5402.813171 = -8544390.530267
  nChanged 1477
		SP:Iteration 32Q (105293.960000 sec): 3 clusters
  Score: Raw -8551223.873653 + Penalty 5402.813171 = -8545821.060482
  nChanged 1500
		SP:Iteration 33Q (105294.500000 sec): 3 clusters
  Score: Raw -8552836.280558 + Penalty 5402.813171 = -8547433.467388
  nChanged 1372
		SP:Iteration 34Q (105295.050000 sec): 3 clusters
  Score: Raw -8554104.230060 + Penalty 5402.813171 = -8548701.416889
  nChanged 1150
		SP:Iteration 35Q (105295.560000 sec): 3 clusters
  Score: Raw -8554846.777606 + Penalty 5402.813171 = -8549443.964435
  nChanged 852
		SP:Iteration 36Q (105296.140000 sec): 3 clusters
  Score: Raw -8555220.838531 + Penalty 5402.813171 = -8549818.025361
  nChanged 663
		SP:Iteration 37Q (105296.700000 sec): 3 clusters
  Score: Raw -8555426.940022 + Penalty 5402.813171 = -8550024.126851
  nChanged 486
		SP:Iteration 38Q (105297.260000 sec): 3 clusters
  Score: Raw -8555548.300265 + Penalty 5402.813171 = -8550145.487095
  nChanged 432
		SP:Iteration 39Q (105297.780000 sec): 3 clusters
  Score: Raw -8555652.615677 + Penalty 5402.813171 = -8550249.802507
  nChanged 401
		SP:Iteration 40F (105298.290000 sec): 3 clusters
  Score: Raw -8555739.100910 + Penalty 5402.813171 = -8550336.287739
  nChanged 366
		SP:Iteration 41Q (105298.900000 sec): 3 clusters
  Score: Raw -8555815.834549 + Penalty 5402.813171 = -8550413.021378
  nChanged 351
		SP:Iteration 42Q (105299.340000 sec): 3 clusters
  Score: Raw -8555894.088470 + Penalty 5402.813171 = -8550491.275300
  nChanged 325
		SP:Iteration 43Q (105299.920000 sec): 3 clusters
  Score: Raw -8555976.833224 + Penalty 5402.813171 = -8550574.020054
  nChanged 319
		SP:Iteration 44Q (105300.540000 sec): 3 clusters
  Score: Raw -8556076.279759 + Penalty 5402.813171 = -8550673.466588
  nChanged 366
		SP:Iteration 45Q (105301.050000 sec): 3 clusters
  Score: Raw -8556197.409325 + Penalty 5402.813171 = -8550794.596155
  nChanged 419
		SP:Iteration 46Q (105301.570000 sec): 3 clusters
  Score: Raw -8556345.703154 + Penalty 5402.813171 = -8550942.889983
  nChanged 459
		SP:Iteration 47Q (105302.130000 sec): 3 clusters
  Score: Raw -8556516.227415 + Penalty 5402.813171 = -8551113.414245
  nChanged 474
		SP:Iteration 48Q (105302.670000 sec): 3 clusters
  Score: Raw -8556689.170637 + Penalty 5402.813171 = -8551286.357467
  nChanged 516
		SP:Iteration 49Q (105303.200000 sec): 3 clusters
  Score: Raw -8556862.302358 + Penalty 5402.813171 = -8551459.489187
  nChanged 485
		SP:Iteration 50Q (105303.690000 sec): 3 clusters
  Score: Raw -8557015.461293 + Penalty 5402.813171 = -8551612.648122
  nChanged 451
		SP:Iteration 51Q (105304.220000 sec): 3 clusters
  Score: Raw -8557144.782687 + Penalty 5402.813171 = -8551741.969516
  nChanged 451
		SP:Iteration 52Q (105304.680000 sec): 3 clusters
  Score: Raw -8557261.980869 + Penalty 5402.813171 = -8551859.167699
  nChanged 437
		SP:Iteration 53Q (105305.230000 sec): 3 clusters
  Score: Raw -8557378.568017 + Penalty 5402.813171 = -8551975.754846
  nChanged 405
		SP:Iteration 54Q (105305.770000 sec): 3 clusters
  Score: Raw -8557479.919879 + Penalty 5402.813171 = -8552077.106708
  nChanged 381
		SP:Iteration 55Q (105306.260000 sec): 3 clusters
  Score: Raw -8557571.104103 + Penalty 5402.813171 = -8552168.290933
  nChanged 381
		SP:Iteration 56Q (105306.740000 sec): 3 clusters
  Score: Raw -8557658.885267 + Penalty 5402.813171 = -8552256.072096
  nChanged 326
		SP:Iteration 57Q (105307.200000 sec): 3 clusters
  Score: Raw -8557732.540141 + Penalty 5402.813171 = -8552329.726971
  nChanged 322
		SP:Iteration 58Q (105307.800000 sec): 3 clusters
  Score: Raw -8557805.684083 + Penalty 5402.813171 = -8552402.870912
  nChanged 341
		SP:Iteration 59Q (105308.340000 sec): 3 clusters
  Score: Raw -8557884.980620 + Penalty 5402.813171 = -8552482.167449
  nChanged 317
		SP:Iteration 60F (105308.970000 sec): 3 clusters
  Score: Raw -8557957.328594 + Penalty 5402.813171 = -8552554.515424
  nChanged 354
		SP:Iteration 61Q (105309.480000 sec): 3 clusters
  Score: Raw -8558035.609408 + Penalty 5402.813171 = -8552632.796238
  nChanged 313
		SP:Iteration 62Q (105310.110000 sec): 3 clusters
  Score: Raw -8558100.952803 + Penalty 5402.813171 = -8552698.139633
  nChanged 315
		SP:Iteration 63Q (105310.670000 sec): 3 clusters
  Score: Raw -8558162.379780 + Penalty 5402.813171 = -8552759.566609
  nChanged 303
		SP:Iteration 64Q (105311.280000 sec): 3 clusters
  Score: Raw -8558219.948741 + Penalty 5402.813171 = -8552817.135570
  nChanged 266
		SP:Iteration 65Q (105311.790000 sec): 3 clusters
  Score: Raw -8558266.454705 + Penalty 5402.813171 = -8552863.641534
  nChanged 237
		SP:Iteration 66Q (105312.340000 sec): 3 clusters
  Score: Raw -8558303.216576 + Penalty 5402.813171 = -8552900.403406
  nChanged 196
		SP:Iteration 67Q (105312.860000 sec): 3 clusters
  Score: Raw -8558328.531535 + Penalty 5402.813171 = -8552925.718364
  nChanged 176
		SP:Iteration 68Q (105313.420000 sec): 3 clusters
  Score: Raw -8558351.189794 + Penalty 5402.813171 = -8552948.376624
  nChanged 147
		SP:Iteration 69Q (105313.920000 sec): 3 clusters
  Score: Raw -8558368.437976 + Penalty 5402.813171 = -8552965.624805
  nChanged 148
		SP:Iteration 70Q (105314.400000 sec): 3 clusters
  Score: Raw -8558384.736755 + Penalty 5402.813171 = -8552981.923585
  nChanged 126
		SP:Iteration 71Q (105315.030000 sec): 3 clusters
  Score: Raw -8558397.352989 + Penalty 5402.813171 = -8552994.539818
  nChanged 116
		SP:Iteration 72Q (105315.530000 sec): 3 clusters
  Score: Raw -8558410.247822 + Penalty 5402.813171 = -8553007.434652
  nChanged 110
		SP:Iteration 73Q (105316.070000 sec): 3 clusters
  Score: Raw -8558421.934181 + Penalty 5402.813171 = -8553019.121011
  nChanged 99
		SP:Iteration 74Q (105316.660000 sec): 3 clusters
  Score: Raw -8558432.024924 + Penalty 5402.813171 = -8553029.211753
  nChanged 92
		SP:Iteration 75Q (105317.320000 sec): 3 clusters
  Score: Raw -8558441.026022 + Penalty 5402.813171 = -8553038.212851
  nChanged 85
		SP:Iteration 76Q (105317.850000 sec): 3 clusters
  Score: Raw -8558448.811394 + Penalty 5402.813171 = -8553045.998223
  nChanged 92
		SP:Iteration 77Q (105318.390000 sec): 3 clusters
  Score: Raw -8558456.660305 + Penalty 5402.813171 = -8553053.847134
  nChanged 85
		SP:Iteration 78Q (105318.890000 sec): 3 clusters
  Score: Raw -8558464.483017 + Penalty 5402.813171 = -8553061.669846
  nChanged 87
		SP:Iteration 79Q (105319.450000 sec): 3 clusters
  Score: Raw -8558473.220365 + Penalty 5402.813171 = -8553070.407195
  nChanged 75
		SP:Iteration 80F (105320.080000 sec): 3 clusters
  Score: Raw -8558480.154924 + Penalty 5402.813171 = -8553077.341753
  nChanged 73
		SP:Iteration 81Q (105320.680000 sec): 3 clusters
  Score: Raw -8558485.673194 + Penalty 5402.813171 = -8553082.860023
  nChanged 51
		SP:Iteration 82Q (105321.250000 sec): 3 clusters
  Score: Raw -8558488.888977 + Penalty 5402.813171 = -8553086.075806
  nChanged 49
		SP:Iteration 83Q (105321.880000 sec): 3 clusters
  Score: Raw -8558492.050309 + Penalty 5402.813171 = -8553089.237139
  nChanged 47
		SP:Iteration 84Q (105322.440000 sec): 3 clusters
  Score: Raw -8558494.964489 + Penalty 5402.813171 = -8553092.151318
  nChanged 39
		SP:Iteration 85Q (105323.010000 sec): 3 clusters
  Score: Raw -8558497.440100 + Penalty 5402.813171 = -8553094.626929
  nChanged 27
		SP:Iteration 86Q (105323.610000 sec): 3 clusters
  Score: Raw -8558499.000084 + Penalty 5402.813171 = -8553096.186913
  nChanged 28
		SP:Iteration 87Q (105324.200000 sec): 3 clusters
  Score: Raw -8558500.275599 + Penalty 5402.813171 = -8553097.462428
  nChanged 17
		SP:Iteration 88Q (105324.810000 sec): 3 clusters
  Score: Raw -8558500.934784 + Penalty 5402.813171 = -8553098.121614
  nChanged 20
		SP:Iteration 89Q (105325.410000 sec): 3 clusters
  Score: Raw -8558501.869446 + Penalty 5402.813171 = -8553099.056275
  nChanged 22
		SP:Iteration 90Q (105326.020000 sec): 3 clusters
  Score: Raw -8558502.726703 + Penalty 5402.813171 = -8553099.913532
  nChanged 14
		SP:Iteration 91Q (105326.660000 sec): 3 clusters
  Score: Raw -8558503.269464 + Penalty 5402.813171 = -8553100.456294
  nChanged 9
		SP:Iteration 92Q (105327.270000 sec): 3 clusters
  Score: Raw -8558503.604356 + Penalty 5402.813171 = -8553100.791186
  nChanged 14
		SP:Iteration 93Q (105327.870000 sec): 3 clusters
  Score: Raw -8558504.267140 + Penalty 5402.813171 = -8553101.453970
  nChanged 13
		SP:Iteration 94Q (105328.480000 sec): 3 clusters
  Score: Raw -8558504.908529 + Penalty 5402.813171 = -8553102.095359
  nChanged 17
		SP:Iteration 95Q (105329.090000 sec): 3 clusters
  Score: Raw -8558505.759990 + Penalty 5402.813171 = -8553102.946820
  nChanged 16
		SP:Iteration 96Q (105329.700000 sec): 3 clusters
  Score: Raw -8558506.382018 + Penalty 5402.813171 = -8553103.568848
  nChanged 20
		SP:Iteration 97Q (105330.310000 sec): 3 clusters
  Score: Raw -8558507.054327 + Penalty 5402.813171 = -8553104.241156
  nChanged 11
		SP:Iteration 98Q (105330.920000 sec): 3 clusters
  Score: Raw -8558507.463404 + Penalty 5402.813171 = -8553104.650233
  nChanged 9
		SP:Iteration 99Q (105331.530000 sec): 3 clusters
  Score: Raw -8558507.853451 + Penalty 5402.813171 = -8553105.040280
  nChanged 6
		SP:Iteration 100F (105332.140000 sec): 3 clusters
  Score: Raw -8558508.148564 + Penalty 5402.813171 = -8553105.335393
  nChanged 9
		SP:Iteration 101Q (105332.750000 sec): 3 clusters
  Score: Raw -8558508.483470 + Penalty 5402.813171 = -8553105.670299
  nChanged 7
		SP:Iteration 102Q (105333.360000 sec): 3 clusters
  Score: Raw -8558508.666692 + Penalty 5402.813171 = -8553105.853521
  nChanged 3
		SP:Iteration 103Q (105334.010000 sec): 3 clusters
  Score: Raw -8558508.730005 + Penalty 5402.813171 = -8553105.916834
  nChanged 4
		SP:Iteration 104Q (105334.580000 sec): 3 clusters
  Score: Raw -8558508.811380 + Penalty 5402.813171 = -8553105.998210
  nChanged 2
		SP:Iteration 105Q (105335.190000 sec): 3 clusters
  Score: Raw -8558508.856692 + Penalty 5402.813171 = -8553106.043521
  nChanged 2
		SP:Iteration 106Q (105335.770000 sec): 3 clusters
  Score: Raw -8558508.911593 + Penalty 5402.813171 = -8553106.098422
  nChanged 2
		SP:Iteration 107Q (105336.330000 sec): 3 clusters
  Score: Raw -8558508.954972 + Penalty 5402.813171 = -8553106.141802
  nChanged 0
		SP:Iteration 108F (105336.830000 sec): 3 clusters
  Score: Raw -8558508.954972 + Penalty 5402.813171 = -8553106.141802
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (67935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105337.310000 sec): 2 clusters
  Score: Raw -11239262.857054 + Penalty 2759.324048 = -11236503.533006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105338.010000 sec): 3 clusters
  Score: Raw -11196308.154431 + Penalty 5518.648096 = -11190789.506335
  nChanged 31650
		SP:Iteration 1F (105338.660000 sec): 3 clusters
  Score: Raw -11213981.961054 + Penalty 5518.648096 = -11208463.312958
  nChanged 2194
		SP:Iteration 2Q (105339.400000 sec): 3 clusters
  Score: Raw -11214445.466345 + Penalty 5518.648096 = -11208926.818249
  nChanged 2115
		SP:Iteration 3Q (105340.070000 sec): 3 clusters
  Score: Raw -11214878.958035 + Penalty 5518.648096 = -11209360.309940
  nChanged 1927
		SP:Iteration 4Q (105340.820000 sec): 3 clusters
  Score: Raw -11215258.600036 + Penalty 5518.648096 = -11209739.951940
  nChanged 1772
		SP:Iteration 5Q (105341.550000 sec): 3 clusters
  Score: Raw -11215599.601879 + Penalty 5518.648096 = -11210080.953784
  nChanged 1701
		SP:Iteration 6Q (105342.280000 sec): 3 clusters
  Score: Raw -11215902.460558 + Penalty 5518.648096 = -11210383.812462
  nChanged 1515
		SP:Iteration 7Q (105343.050000 sec): 3 clusters
  Score: Raw -11216158.091393 + Penalty 5518.648096 = -11210639.443297
  nChanged 1456
		SP:Iteration 8Q (105343.710000 sec): 3 clusters
  Score: Raw -11216407.156499 + Penalty 5518.648096 = -11210888.508403
  nChanged 1419
		SP:Iteration 9Q (105344.380000 sec): 3 clusters
  Score: Raw -11216665.700200 + Penalty 5518.648096 = -11211147.052105
  nChanged 1488
		SP:Iteration 10Q (105345.080000 sec): 3 clusters
  Score: Raw -11216966.474704 + Penalty 5518.648096 = -11211447.826609
  nChanged 1578
		SP:Iteration 11Q (105345.740000 sec): 3 clusters
  Score: Raw -11217348.469388 + Penalty 5518.648096 = -11211829.821293
  nChanged 1746
		SP:Iteration 12Q (105346.480000 sec): 3 clusters
  Score: Raw -11217825.149981 + Penalty 5518.648096 = -11212306.501885
  nChanged 1972
		SP:Iteration 13Q (105347.140000 sec): 3 clusters
  Score: Raw -11218507.764391 + Penalty 5518.648096 = -11212989.116295
  nChanged 2430
		SP:Iteration 14Q (105347.850000 sec): 3 clusters
  Score: Raw -11219655.887954 + Penalty 5518.648096 = -11214137.239858
  nChanged 2984
		SP:Iteration 15Q (105348.590000 sec): 3 clusters
  Score: Raw -11221476.519667 + Penalty 5518.648096 = -11215957.871571
  nChanged 3484
		SP:Iteration 16F (105349.210000 sec): 3 clusters
  Score: Raw -11223978.555553 + Penalty 5518.648096 = -11218459.907457
  nChanged 3548
		SP:Iteration 17F (105349.780000 sec): 3 clusters
  Score: Raw -11226610.933163 + Penalty 5518.648096 = -11221092.285068
  nChanged 3172
		SP:Iteration 18Q (105350.530000 sec): 3 clusters
  Score: Raw -11228560.174225 + Penalty 5518.648096 = -11223041.526130
  nChanged 2369
		SP:Iteration 19Q (105351.230000 sec): 3 clusters
  Score: Raw -11229628.307952 + Penalty 5518.648096 = -11224109.659856
  nChanged 1675
		SP:Iteration 20F (105351.900000 sec): 3 clusters
  Score: Raw -11230262.495523 + Penalty 5518.648096 = -11224743.847427
  nChanged 1370
		SP:Iteration 21Q (105352.580000 sec): 3 clusters
  Score: Raw -11230785.047026 + Penalty 5518.648096 = -11225266.398930
  nChanged 1388
		SP:Iteration 22Q (105353.240000 sec): 3 clusters
  Score: Raw -11231341.988824 + Penalty 5518.648096 = -11225823.340728
  nChanged 1402
		SP:Iteration 23Q (105353.940000 sec): 3 clusters
  Score: Raw -11231947.639308 + Penalty 5518.648096 = -11226428.991213
  nChanged 1400
		SP:Iteration 24Q (105354.580000 sec): 3 clusters
  Score: Raw -11232583.563290 + Penalty 5518.648096 = -11227064.915194
  nChanged 1385
		SP:Iteration 25Q (105355.280000 sec): 3 clusters
  Score: Raw -11233266.369020 + Penalty 5518.648096 = -11227747.720924
  nChanged 1338
		SP:Iteration 26Q (105355.910000 sec): 3 clusters
  Score: Raw -11233985.194628 + Penalty 5518.648096 = -11228466.546532
  nChanged 1360
		SP:Iteration 27Q (105356.540000 sec): 3 clusters
  Score: Raw -11234794.387319 + Penalty 5518.648096 = -11229275.739223
  nChanged 1235
		SP:Iteration 28Q (105357.220000 sec): 3 clusters
  Score: Raw -11235581.576310 + Penalty 5518.648096 = -11230062.928214
  nChanged 1111
		SP:Iteration 29Q (105357.810000 sec): 3 clusters
  Score: Raw -11236317.452366 + Penalty 5518.648096 = -11230798.804271
  nChanged 1009
		SP:Iteration 30Q (105358.430000 sec): 3 clusters
  Score: Raw -11237034.789971 + Penalty 5518.648096 = -11231516.141875
  nChanged 881
		SP:Iteration 31Q (105359.070000 sec): 3 clusters
  Score: Raw -11237707.069556 + Penalty 5518.648096 = -11232188.421460
  nChanged 716
		SP:Iteration 32Q (105359.630000 sec): 3 clusters
  Score: Raw -11238299.223395 + Penalty 5518.648096 = -11232780.575300
  nChanged 531
		SP:Iteration 33Q (105360.160000 sec): 3 clusters
  Score: Raw -11238738.376852 + Penalty 5518.648096 = -11233219.728756
  nChanged 360
		SP:Iteration 34Q (105360.860000 sec): 3 clusters
  Score: Raw -11239034.767121 + Penalty 5518.648096 = -11233516.119025
  nChanged 212
		SP:Iteration 35Q (105361.430000 sec): 3 clusters
  Score: Raw -11239233.219865 + Penalty 5518.648096 = -11233714.571769
  nChanged 127
		SP:Iteration 36Q (105362.030000 sec): 3 clusters
  Score: Raw -11239355.391200 + Penalty 5518.648096 = -11233836.743104
  nChanged 72
		SP:Iteration 37Q (105362.670000 sec): 3 clusters
  Score: Raw -11239425.823099 + Penalty 5518.648096 = -11233907.175003
  nChanged 47
		SP:Iteration 38Q (105363.290000 sec): 3 clusters
  Score: Raw -11239482.061356 + Penalty 5518.648096 = -11233963.413260
  nChanged 31
		SP:Iteration 39Q (105363.850000 sec): 3 clusters
  Score: Raw -11239515.297818 + Penalty 5518.648096 = -11233996.649722
  nChanged 20
		SP:Iteration 40F (105364.500000 sec): 3 clusters
  Score: Raw -11239533.227115 + Penalty 5518.648096 = -11234014.579019
  nChanged 17
		SP:Iteration 41Q (105365.120000 sec): 3 clusters
  Score: Raw -11239553.169047 + Penalty 5518.648096 = -11234034.520952
  nChanged 11
		SP:Iteration 42Q (105365.680000 sec): 3 clusters
  Score: Raw -11239565.122979 + Penalty 5518.648096 = -11234046.474884
  nChanged 7
		SP:Iteration 43Q (105366.300000 sec): 3 clusters
  Score: Raw -11239572.623972 + Penalty 5518.648096 = -11234053.975876
  nChanged 5
		SP:Iteration 44Q (105366.880000 sec): 3 clusters
  Score: Raw -11239578.441591 + Penalty 5518.648096 = -11234059.793496
  nChanged 6
		SP:Iteration 45Q (105367.450000 sec): 3 clusters
  Score: Raw -11239584.134118 + Penalty 5518.648096 = -11234065.486022
  nChanged 5
		SP:Iteration 46Q (105368.080000 sec): 3 clusters
  Score: Raw -11239589.420682 + Penalty 5518.648096 = -11234070.772586
  nChanged 2
		SP:Iteration 47Q (105368.720000 sec): 3 clusters
  Score: Raw -11239591.484810 + Penalty 5518.648096 = -11234072.836714
  nChanged 3
		SP:Iteration 48Q (105369.240000 sec): 3 clusters
  Score: Raw -11239596.041616 + Penalty 5518.648096 = -11234077.393520
  nChanged 4
		SP:Iteration 49Q (105369.800000 sec): 3 clusters
  Score: Raw -11239601.224612 + Penalty 5518.648096 = -11234082.576516
  nChanged 5
		SP:Iteration 50Q (105370.410000 sec): 3 clusters
  Score: Raw -11239608.455504 + Penalty 5518.648096 = -11234089.807409
  nChanged 3
		SP:Iteration 51Q (105371.020000 sec): 3 clusters
  Score: Raw -11239610.749497 + Penalty 5518.648096 = -11234092.101402
  nChanged 0
		SP:Iteration 52F (105371.650000 sec): 3 clusters
  Score: Raw -11239610.749497 + Penalty 5518.648096 = -11234092.101402
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (11617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105371.800000 sec): 2 clusters
  Score: Raw -1631154.933828 + Penalty 2321.335756 = -1628833.598072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105372.040000 sec): 3 clusters
  Score: Raw -1624946.902762 + Penalty 4642.671511 = -1620304.231251
  nChanged 4936
		SP:Iteration 1F (105372.270000 sec): 3 clusters
  Score: Raw -1629338.047979 + Penalty 4642.671511 = -1624695.376468
  nChanged 1446
		SP:Iteration 2F (105372.510000 sec): 3 clusters
  Score: Raw -1631852.352420 + Penalty 4642.671511 = -1627209.680908
  nChanged 1458
		SP:Iteration 3F (105372.740000 sec): 3 clusters
  Score: Raw -1634204.460796 + Penalty 4642.671511 = -1629561.789284
  nChanged 1032
		SP:Iteration 4F (105372.950000 sec): 3 clusters
  Score: Raw -1635226.915439 + Penalty 4642.671511 = -1630584.243928
  nChanged 565
		SP:Iteration 5Q (105373.260000 sec): 3 clusters
  Score: Raw -1635576.708495 + Penalty 4642.671511 = -1630934.036983
  nChanged 308
		SP:Iteration 6Q (105373.470000 sec): 3 clusters
  Score: Raw -1635723.480341 + Penalty 4642.671511 = -1631080.808829
  nChanged 210
		SP:Iteration 7Q (105373.770000 sec): 3 clusters
  Score: Raw -1635793.573444 + Penalty 4642.671511 = -1631150.901932
  nChanged 122
		SP:Iteration 8Q (105374.050000 sec): 3 clusters
  Score: Raw -1635826.948260 + Penalty 4642.671511 = -1631184.276748
  nChanged 79
		SP:Iteration 9Q (105374.280000 sec): 3 clusters
  Score: Raw -1635846.005715 + Penalty 4642.671511 = -1631203.334204
  nChanged 56
		SP:Iteration 10Q (105374.560000 sec): 3 clusters
  Score: Raw -1635859.082025 + Penalty 4642.671511 = -1631216.410514
  nChanged 41
		SP:Iteration 11Q (105374.780000 sec): 3 clusters
  Score: Raw -1635866.002651 + Penalty 4642.671511 = -1631223.331140
  nChanged 24
		SP:Iteration 12Q (105375.100000 sec): 3 clusters
  Score: Raw -1635870.540555 + Penalty 4642.671511 = -1631227.869044
  nChanged 23
		SP:Iteration 13Q (105375.350000 sec): 3 clusters
  Score: Raw -1635874.669398 + Penalty 4642.671511 = -1631231.997886
  nChanged 18
		SP:Iteration 14Q (105375.670000 sec): 3 clusters
  Score: Raw -1635878.865841 + Penalty 4642.671511 = -1631236.194330
  nChanged 22
		SP:Iteration 15Q (105375.890000 sec): 3 clusters
  Score: Raw -1635885.171867 + Penalty 4642.671511 = -1631242.500355
  nChanged 28
		SP:Iteration 16Q (105376.200000 sec): 3 clusters
  Score: Raw -1635892.320943 + Penalty 4642.671511 = -1631249.649432
  nChanged 27
		SP:Iteration 17Q (105376.540000 sec): 3 clusters
  Score: Raw -1635897.758007 + Penalty 4642.671511 = -1631255.086495
  nChanged 25
		SP:Iteration 18Q (105376.730000 sec): 3 clusters
  Score: Raw -1635904.956739 + Penalty 4642.671511 = -1631262.285228
  nChanged 29
		SP:Iteration 19Q (105377.000000 sec): 3 clusters
  Score: Raw -1635912.418088 + Penalty 4642.671511 = -1631269.746577
  nChanged 20
		SP:Iteration 20F (105377.310000 sec): 3 clusters
  Score: Raw -1635915.807515 + Penalty 4642.671511 = -1631273.136003
  nChanged 17
		SP:Iteration 21Q (105377.560000 sec): 3 clusters
  Score: Raw -1635919.061928 + Penalty 4642.671511 = -1631276.390417
  nChanged 22
		SP:Iteration 22Q (105377.830000 sec): 3 clusters
  Score: Raw -1635923.702300 + Penalty 4642.671511 = -1631281.030789
  nChanged 24
		SP:Iteration 23Q (105378.110000 sec): 3 clusters
  Score: Raw -1635929.448264 + Penalty 4642.671511 = -1631286.776753
  nChanged 23
		SP:Iteration 24Q (105378.360000 sec): 3 clusters
  Score: Raw -1635935.512655 + Penalty 4642.671511 = -1631292.841144
  nChanged 25
		SP:Iteration 25Q (105378.630000 sec): 3 clusters
  Score: Raw -1635943.651301 + Penalty 4642.671511 = -1631300.979790
  nChanged 27
		SP:Iteration 26Q (105378.870000 sec): 3 clusters
  Score: Raw -1635951.135550 + Penalty 4642.671511 = -1631308.464038
  nChanged 26
		SP:Iteration 27Q (105379.120000 sec): 3 clusters
  Score: Raw -1635956.951000 + Penalty 4642.671511 = -1631314.279489
  nChanged 28
		SP:Iteration 28Q (105379.360000 sec): 3 clusters
  Score: Raw -1635962.497672 + Penalty 4642.671511 = -1631319.826160
  nChanged 25
		SP:Iteration 29Q (105379.600000 sec): 3 clusters
  Score: Raw -1635967.420545 + Penalty 4642.671511 = -1631324.749034
  nChanged 22
		SP:Iteration 30Q (105379.850000 sec): 3 clusters
  Score: Raw -1635972.242967 + Penalty 4642.671511 = -1631329.571455
  nChanged 15
		SP:Iteration 31Q (105380.140000 sec): 3 clusters
  Score: Raw -1635975.168177 + Penalty 4642.671511 = -1631332.496666
  nChanged 12
		SP:Iteration 32Q (105380.380000 sec): 3 clusters
  Score: Raw -1635976.996902 + Penalty 4642.671511 = -1631334.325391
  nChanged 6
		SP:Iteration 33Q (105380.640000 sec): 3 clusters
  Score: Raw -1635977.811996 + Penalty 4642.671511 = -1631335.140484
  nChanged 4
		SP:Iteration 34Q (105380.910000 sec): 3 clusters
  Score: Raw -1635978.383201 + Penalty 4642.671511 = -1631335.711690
  nChanged 2
		SP:Iteration 35Q (105381.210000 sec): 3 clusters
  Score: Raw -1635978.603176 + Penalty 4642.671511 = -1631335.931664
  nChanged 3
		SP:Iteration 36Q (105381.460000 sec): 3 clusters
  Score: Raw -1635978.810643 + Penalty 4642.671511 = -1631336.139132
  nChanged 2
		SP:Iteration 37Q (105381.720000 sec): 3 clusters
  Score: Raw -1635979.034846 + Penalty 4642.671511 = -1631336.363334
  nChanged 1
		SP:Iteration 38Q (105381.980000 sec): 3 clusters
  Score: Raw -1635979.104282 + Penalty 4642.671511 = -1631336.432770
  nChanged 0
		SP:Iteration 39F (105382.300000 sec): 3 clusters
  Score: Raw -1635979.104282 + Penalty 4642.671511 = -1631336.432770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (22265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105382.530000 sec): 2 clusters
  Score: Raw -3550101.974814 + Penalty 2482.671262 = -3547619.303552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105382.890000 sec): 3 clusters
  Score: Raw -3537152.163630 + Penalty 4965.342524 = -3532186.821106
  nChanged 9798
		SP:Iteration 1F (105383.210000 sec): 3 clusters
  Score: Raw -3543412.880526 + Penalty 4965.342524 = -3538447.538002
  nChanged 1943
		SP:Iteration 2F (105383.540000 sec): 3 clusters
  Score: Raw -3545323.663170 + Penalty 4965.342524 = -3540358.320646
  nChanged 2062
		SP:Iteration 3F (105383.870000 sec): 3 clusters
  Score: Raw -3547236.627893 + Penalty 4965.342524 = -3542271.285369
  nChanged 1886
		SP:Iteration 4F (105384.250000 sec): 3 clusters
  Score: Raw -3548661.051274 + Penalty 4965.342524 = -3543695.708750
  nChanged 1411
		SP:Iteration 5F (105384.570000 sec): 3 clusters
  Score: Raw -3549422.042429 + Penalty 4965.342524 = -3544456.699905
  nChanged 979
		SP:Iteration 6Q (105384.960000 sec): 3 clusters
  Score: Raw -3549810.443586 + Penalty 4965.342524 = -3544845.101062
  nChanged 603
		SP:Iteration 7Q (105385.300000 sec): 3 clusters
  Score: Raw -3549996.987356 + Penalty 4965.342524 = -3545031.644832
  nChanged 397
		SP:Iteration 8Q (105385.710000 sec): 3 clusters
  Score: Raw -3550108.737861 + Penalty 4965.342524 = -3545143.395337
  nChanged 307
		SP:Iteration 9Q (105386.050000 sec): 3 clusters
  Score: Raw -3550177.938668 + Penalty 4965.342524 = -3545212.596144
  nChanged 224
		SP:Iteration 10Q (105386.390000 sec): 3 clusters
  Score: Raw -3550229.785365 + Penalty 4965.342524 = -3545264.442841
  nChanged 199
		SP:Iteration 11Q (105386.740000 sec): 3 clusters
  Score: Raw -3550270.600570 + Penalty 4965.342524 = -3545305.258046
  nChanged 141
		SP:Iteration 12Q (105387.100000 sec): 3 clusters
  Score: Raw -3550295.139184 + Penalty 4965.342524 = -3545329.796660
  nChanged 126
		SP:Iteration 13Q (105387.380000 sec): 3 clusters
  Score: Raw -3550319.325664 + Penalty 4965.342524 = -3545353.983140
  nChanged 126
		SP:Iteration 14Q (105387.730000 sec): 3 clusters
  Score: Raw -3550340.438793 + Penalty 4965.342524 = -3545375.096269
  nChanged 126
		SP:Iteration 15Q (105388.060000 sec): 3 clusters
  Score: Raw -3550358.737887 + Penalty 4965.342524 = -3545393.395363
  nChanged 118
		SP:Iteration 16Q (105388.440000 sec): 3 clusters
  Score: Raw -3550375.155408 + Penalty 4965.342524 = -3545409.812884
  nChanged 100
		SP:Iteration 17Q (105388.770000 sec): 3 clusters
  Score: Raw -3550388.094085 + Penalty 4965.342524 = -3545422.751561
  nChanged 101
		SP:Iteration 18Q (105389.160000 sec): 3 clusters
  Score: Raw -3550400.868394 + Penalty 4965.342524 = -3545435.525870
  nChanged 94
		SP:Iteration 19Q (105389.530000 sec): 3 clusters
  Score: Raw -3550412.116735 + Penalty 4965.342524 = -3545446.774211
  nChanged 86
		SP:Iteration 20F (105389.880000 sec): 3 clusters
  Score: Raw -3550422.694627 + Penalty 4965.342524 = -3545457.352103
  nChanged 86
		SP:Iteration 21Q (105390.210000 sec): 3 clusters
  Score: Raw -3550432.681671 + Penalty 4965.342524 = -3545467.339147
  nChanged 89
		SP:Iteration 22Q (105390.560000 sec): 3 clusters
  Score: Raw -3550442.462297 + Penalty 4965.342524 = -3545477.119773
  nChanged 87
		SP:Iteration 23Q (105390.910000 sec): 3 clusters
  Score: Raw -3550452.244735 + Penalty 4965.342524 = -3545486.902211
  nChanged 82
		SP:Iteration 24Q (105391.310000 sec): 3 clusters
  Score: Raw -3550461.540493 + Penalty 4965.342524 = -3545496.197969
  nChanged 85
		SP:Iteration 25Q (105391.660000 sec): 3 clusters
  Score: Raw -3550471.591685 + Penalty 4965.342524 = -3545506.249161
  nChanged 97
		SP:Iteration 26Q (105392.060000 sec): 3 clusters
  Score: Raw -3550483.727988 + Penalty 4965.342524 = -3545518.385464
  nChanged 110
		SP:Iteration 27Q (105392.370000 sec): 3 clusters
  Score: Raw -3550499.507261 + Penalty 4965.342524 = -3545534.164737
  nChanged 117
		SP:Iteration 28Q (105392.730000 sec): 3 clusters
  Score: Raw -3550515.568361 + Penalty 4965.342524 = -3545550.225837
  nChanged 125
		SP:Iteration 29Q (105393.130000 sec): 3 clusters
  Score: Raw -3550531.764285 + Penalty 4965.342524 = -3545566.421761
  nChanged 102
		SP:Iteration 30Q (105393.450000 sec): 3 clusters
  Score: Raw -3550543.326608 + Penalty 4965.342524 = -3545577.984084
  nChanged 94
		SP:Iteration 31Q (105393.780000 sec): 3 clusters
  Score: Raw -3550556.066140 + Penalty 4965.342524 = -3545590.723616
  nChanged 114
		SP:Iteration 32Q (105394.110000 sec): 3 clusters
  Score: Raw -3550572.547682 + Penalty 4965.342524 = -3545607.205158
  nChanged 117
		SP:Iteration 33Q (105394.500000 sec): 3 clusters
  Score: Raw -3550588.907208 + Penalty 4965.342524 = -3545623.564684
  nChanged 136
		SP:Iteration 34Q (105394.890000 sec): 3 clusters
  Score: Raw -3550611.782154 + Penalty 4965.342524 = -3545646.439630
  nChanged 145
		SP:Iteration 35Q (105395.270000 sec): 3 clusters
  Score: Raw -3550636.601087 + Penalty 4965.342524 = -3545671.258563
  nChanged 149
		SP:Iteration 36Q (105395.640000 sec): 3 clusters
  Score: Raw -3550660.403826 + Penalty 4965.342524 = -3545695.061302
  nChanged 147
		SP:Iteration 37Q (105395.960000 sec): 3 clusters
  Score: Raw -3550684.096436 + Penalty 4965.342524 = -3545718.753912
  nChanged 131
		SP:Iteration 38Q (105396.310000 sec): 3 clusters
  Score: Raw -3550707.070777 + Penalty 4965.342524 = -3545741.728253
  nChanged 139
		SP:Iteration 39Q (105396.690000 sec): 3 clusters
  Score: Raw -3550732.303655 + Penalty 4965.342524 = -3545766.961131
  nChanged 152
		SP:Iteration 40F (105396.960000 sec): 3 clusters
  Score: Raw -3550759.993520 + Penalty 4965.342524 = -3545794.650996
  nChanged 159
		SP:Iteration 41Q (105397.290000 sec): 3 clusters
  Score: Raw -3550784.330860 + Penalty 4965.342524 = -3545818.988336
  nChanged 157
		SP:Iteration 42Q (105397.600000 sec): 3 clusters
  Score: Raw -3550808.949610 + Penalty 4965.342524 = -3545843.607086
  nChanged 146
		SP:Iteration 43Q (105397.930000 sec): 3 clusters
  Score: Raw -3550830.509969 + Penalty 4965.342524 = -3545865.167445
  nChanged 154
		SP:Iteration 44Q (105398.220000 sec): 3 clusters
  Score: Raw -3550856.395101 + Penalty 4965.342524 = -3545891.052577
  nChanged 160
		SP:Iteration 45Q (105398.560000 sec): 3 clusters
  Score: Raw -3550890.062709 + Penalty 4965.342524 = -3545924.720185
  nChanged 188
		SP:Iteration 46Q (105398.940000 sec): 3 clusters
  Score: Raw -3550928.601949 + Penalty 4965.342524 = -3545963.259425
  nChanged 190
		SP:Iteration 47Q (105399.290000 sec): 3 clusters
  Score: Raw -3550969.055184 + Penalty 4965.342524 = -3546003.712660
  nChanged 197
		SP:Iteration 48Q (105399.640000 sec): 3 clusters
  Score: Raw -3551010.057236 + Penalty 4965.342524 = -3546044.714712
  nChanged 191
		SP:Iteration 49Q (105400.030000 sec): 3 clusters
  Score: Raw -3551057.639852 + Penalty 4965.342524 = -3546092.297328
  nChanged 186
		SP:Iteration 50Q (105400.390000 sec): 3 clusters
  Score: Raw -3551106.729592 + Penalty 4965.342524 = -3546141.387068
  nChanged 205
		SP:Iteration 51Q (105400.670000 sec): 3 clusters
  Score: Raw -3551165.868347 + Penalty 4965.342524 = -3546200.525823
  nChanged 189
		SP:Iteration 52Q (105401.000000 sec): 3 clusters
  Score: Raw -3551235.195806 + Penalty 4965.342524 = -3546269.853282
  nChanged 193
		SP:Iteration 53Q (105401.350000 sec): 3 clusters
  Score: Raw -3551333.822599 + Penalty 4965.342524 = -3546368.480075
  nChanged 210
		SP:Iteration 54Q (105401.690000 sec): 3 clusters
  Score: Raw -3551491.212574 + Penalty 4965.342524 = -3546525.870050
  nChanged 247
		SP:Iteration 55Q (105401.970000 sec): 3 clusters
  Score: Raw -3551788.625200 + Penalty 4965.342524 = -3546823.282676
  nChanged 292
		SP:Iteration 56Q (105402.290000 sec): 3 clusters
  Score: Raw -3552195.764376 + Penalty 4965.342524 = -3547230.421852
  nChanged 298
		SP:Iteration 57Q (105402.600000 sec): 3 clusters
  Score: Raw -3552425.971845 + Penalty 4965.342524 = -3547460.629321
  nChanged 261
		SP:Iteration 58Q (105402.930000 sec): 3 clusters
  Score: Raw -3552519.002761 + Penalty 4965.342524 = -3547553.660237
  nChanged 176
		SP:Iteration 59Q (105403.240000 sec): 3 clusters
  Score: Raw -3552563.675106 + Penalty 4965.342524 = -3547598.332582
  nChanged 119
		SP:Iteration 60F (105403.600000 sec): 3 clusters
  Score: Raw -3552588.182678 + Penalty 4965.342524 = -3547622.840154
  nChanged 75
		SP:Iteration 61Q (105403.890000 sec): 3 clusters
  Score: Raw -3552600.666784 + Penalty 4965.342524 = -3547635.324260
  nChanged 61
		SP:Iteration 62Q (105404.220000 sec): 3 clusters
  Score: Raw -3552609.015246 + Penalty 4965.342524 = -3547643.672722
  nChanged 48
		SP:Iteration 63Q (105404.540000 sec): 3 clusters
  Score: Raw -3552615.374112 + Penalty 4965.342524 = -3547650.031588
  nChanged 32
		SP:Iteration 64Q (105404.880000 sec): 3 clusters
  Score: Raw -3552618.932355 + Penalty 4965.342524 = -3547653.589831
  nChanged 19
		SP:Iteration 65Q (105405.180000 sec): 3 clusters
  Score: Raw -3552620.675117 + Penalty 4965.342524 = -3547655.332593
  nChanged 15
		SP:Iteration 66Q (105405.450000 sec): 3 clusters
  Score: Raw -3552621.946391 + Penalty 4965.342524 = -3547656.603867
  nChanged 8
		SP:Iteration 67Q (105405.740000 sec): 3 clusters
  Score: Raw -3552622.699153 + Penalty 4965.342524 = -3547657.356629
  nChanged 4
		SP:Iteration 68Q (105406.080000 sec): 3 clusters
  Score: Raw -3552623.019946 + Penalty 4965.342524 = -3547657.677422
  nChanged 4
		SP:Iteration 69Q (105406.460000 sec): 3 clusters
  Score: Raw -3552623.441688 + Penalty 4965.342524 = -3547658.099164
  nChanged 7
		SP:Iteration 70Q (105406.790000 sec): 3 clusters
  Score: Raw -3552624.182772 + Penalty 4965.342524 = -3547658.840248
  nChanged 9
		SP:Iteration 71Q (105407.100000 sec): 3 clusters
  Score: Raw -3552625.059048 + Penalty 4965.342524 = -3547659.716524
  nChanged 10
		SP:Iteration 72Q (105407.520000 sec): 3 clusters
  Score: Raw -3552625.891876 + Penalty 4965.342524 = -3547660.549352
  nChanged 6
		SP:Iteration 73Q (105407.820000 sec): 3 clusters
  Score: Raw -3552626.427250 + Penalty 4965.342524 = -3547661.084726
  nChanged 6
		SP:Iteration 74Q (105408.100000 sec): 3 clusters
  Score: Raw -3552627.005693 + Penalty 4965.342524 = -3547661.663169
  nChanged 5
		SP:Iteration 75Q (105408.400000 sec): 3 clusters
  Score: Raw -3552627.389506 + Penalty 4965.342524 = -3547662.046982
  nChanged 1
		SP:Iteration 76Q (105408.700000 sec): 3 clusters
  Score: Raw -3552627.486707 + Penalty 4965.342524 = -3547662.144183
  nChanged 3
		SP:Iteration 77Q (105409.100000 sec): 3 clusters
  Score: Raw -3552627.760404 + Penalty 4965.342524 = -3547662.417880
  nChanged 3
		SP:Iteration 78Q (105409.440000 sec): 3 clusters
  Score: Raw -3552627.990246 + Penalty 4965.342524 = -3547662.647722
  nChanged 2
		SP:Iteration 79Q (105409.800000 sec): 3 clusters
  Score: Raw -3552628.119115 + Penalty 4965.342524 = -3547662.776591
  nChanged 2
		SP:Iteration 80F (105410.100000 sec): 3 clusters
  Score: Raw -3552628.279067 + Penalty 4965.342524 = -3547662.936543
  nChanged 5
		SP:Iteration 81Q (105410.440000 sec): 3 clusters
  Score: Raw -3552628.757377 + Penalty 4965.342524 = -3547663.414853
  nChanged 5
		SP:Iteration 82Q (105410.800000 sec): 3 clusters
  Score: Raw -3552629.217925 + Penalty 4965.342524 = -3547663.875401
  nChanged 6
		SP:Iteration 83Q (105411.070000 sec): 3 clusters
  Score: Raw -3552629.808425 + Penalty 4965.342524 = -3547664.465901
  nChanged 4
		SP:Iteration 84Q (105411.420000 sec): 3 clusters
  Score: Raw -3552630.276271 + Penalty 4965.342524 = -3547664.933747
  nChanged 2
		SP:Iteration 85Q (105411.780000 sec): 3 clusters
  Score: Raw -3552630.461626 + Penalty 4965.342524 = -3547665.119102
  nChanged 3
		SP:Iteration 86Q (105412.180000 sec): 3 clusters
  Score: Raw -3552630.719395 + Penalty 4965.342524 = -3547665.376871
  nChanged 4
		SP:Iteration 87Q (105412.490000 sec): 3 clusters
  Score: Raw -3552631.105116 + Penalty 4965.342524 = -3547665.762592
  nChanged 4
		SP:Iteration 88Q (105412.840000 sec): 3 clusters
  Score: Raw -3552631.513676 + Penalty 4965.342524 = -3547666.171152
  nChanged 2
		SP:Iteration 89Q (105413.200000 sec): 3 clusters
  Score: Raw -3552631.656412 + Penalty 4965.342524 = -3547666.313888
  nChanged 3
		SP:Iteration 90Q (105413.530000 sec): 3 clusters
  Score: Raw -3552631.919079 + Penalty 4965.342524 = -3547666.576555
  nChanged 3
		SP:Iteration 91Q (105413.930000 sec): 3 clusters
  Score: Raw -3552632.182662 + Penalty 4965.342524 = -3547666.840138
  nChanged 3
		SP:Iteration 92Q (105414.200000 sec): 3 clusters
  Score: Raw -3552632.485183 + Penalty 4965.342524 = -3547667.142659
  nChanged 2
		SP:Iteration 93Q (105414.510000 sec): 3 clusters
  Score: Raw -3552632.599208 + Penalty 4965.342524 = -3547667.256684
  nChanged 1
		SP:Iteration 94Q (105414.860000 sec): 3 clusters
  Score: Raw -3552632.676631 + Penalty 4965.342524 = -3547667.334107
  nChanged 2
		SP:Iteration 95Q (105415.120000 sec): 3 clusters
  Score: Raw -3552632.803202 + Penalty 4965.342524 = -3547667.460678
  nChanged 1
		SP:Iteration 96Q (105415.440000 sec): 3 clusters
  Score: Raw -3552632.874760 + Penalty 4965.342524 = -3547667.532236
  nChanged 2
		SP:Iteration 97Q (105415.790000 sec): 3 clusters
  Score: Raw -3552633.022243 + Penalty 4965.342524 = -3547667.679719
  nChanged 0
		SP:Iteration 98F (105416.130000 sec): 3 clusters
  Score: Raw -3552633.022243 + Penalty 4965.342524 = -3547667.679719
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (13932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105416.360000 sec): 2 clusters
  Score: Raw -2219445.893757 + Penalty 2366.402021 = -2217079.491737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105416.580000 sec): 3 clusters
  Score: Raw -2211670.837620 + Penalty 4732.804041 = -2206938.033578
  nChanged 5991
		SP:Iteration 1F (105416.900000 sec): 3 clusters
  Score: Raw -2215127.696457 + Penalty 4732.804041 = -2210394.892416
  nChanged 1055
		SP:Iteration 2F (105417.230000 sec): 3 clusters
  Score: Raw -2215909.398264 + Penalty 4732.804041 = -2211176.594222
  nChanged 987
		SP:Iteration 3F (105417.500000 sec): 3 clusters
  Score: Raw -2216791.602657 + Penalty 4732.804041 = -2212058.798616
  nChanged 1008
		SP:Iteration 4F (105417.840000 sec): 3 clusters
  Score: Raw -2217789.447334 + Penalty 4732.804041 = -2213056.643293
  nChanged 924
		SP:Iteration 5F (105418.140000 sec): 3 clusters
  Score: Raw -2218623.642467 + Penalty 4732.804041 = -2213890.838426
  nChanged 835
		SP:Iteration 6F (105418.420000 sec): 3 clusters
  Score: Raw -2219291.201934 + Penalty 4732.804041 = -2214558.397893
  nChanged 710
		SP:Iteration 7F (105418.700000 sec): 3 clusters
  Score: Raw -2219813.617989 + Penalty 4732.804041 = -2215080.813948
  nChanged 644
		SP:Iteration 8Q (105418.940000 sec): 3 clusters
  Score: Raw -2220220.950770 + Penalty 4732.804041 = -2215488.146729
  nChanged 480
		SP:Iteration 9Q (105419.240000 sec): 3 clusters
  Score: Raw -2220491.318495 + Penalty 4732.804041 = -2215758.514454
  nChanged 408
		SP:Iteration 10Q (105419.530000 sec): 3 clusters
  Score: Raw -2220688.672605 + Penalty 4732.804041 = -2215955.868564
  nChanged 317
		SP:Iteration 11Q (105419.860000 sec): 3 clusters
  Score: Raw -2220818.054732 + Penalty 4732.804041 = -2216085.250690
  nChanged 266
		SP:Iteration 12Q (105420.130000 sec): 3 clusters
  Score: Raw -2220907.089789 + Penalty 4732.804041 = -2216174.285748
  nChanged 233
		SP:Iteration 13Q (105420.440000 sec): 3 clusters
  Score: Raw -2220975.998096 + Penalty 4732.804041 = -2216243.194055
  nChanged 182
		SP:Iteration 14Q (105420.710000 sec): 3 clusters
  Score: Raw -2221023.852109 + Penalty 4732.804041 = -2216291.048068
  nChanged 159
		SP:Iteration 15Q (105421.000000 sec): 3 clusters
  Score: Raw -2221064.774045 + Penalty 4732.804041 = -2216331.970004
  nChanged 151
		SP:Iteration 16Q (105421.370000 sec): 3 clusters
  Score: Raw -2221106.029516 + Penalty 4732.804041 = -2216373.225475
  nChanged 135
		SP:Iteration 17Q (105421.640000 sec): 3 clusters
  Score: Raw -2221137.007947 + Penalty 4732.804041 = -2216404.203906
  nChanged 125
		SP:Iteration 18Q (105421.910000 sec): 3 clusters
  Score: Raw -2221167.055745 + Penalty 4732.804041 = -2216434.251704
  nChanged 109
		SP:Iteration 19Q (105422.140000 sec): 3 clusters
  Score: Raw -2221193.369932 + Penalty 4732.804041 = -2216460.565891
  nChanged 123
		SP:Iteration 20F (105422.400000 sec): 3 clusters
  Score: Raw -2221222.246356 + Penalty 4732.804041 = -2216489.442314
  nChanged 120
		SP:Iteration 21Q (105422.760000 sec): 3 clusters
  Score: Raw -2221250.290466 + Penalty 4732.804041 = -2216517.486424
  nChanged 108
		SP:Iteration 22Q (105423.100000 sec): 3 clusters
  Score: Raw -2221276.435639 + Penalty 4732.804041 = -2216543.631598
  nChanged 123
		SP:Iteration 23Q (105423.340000 sec): 3 clusters
  Score: Raw -2221305.500766 + Penalty 4732.804041 = -2216572.696725
  nChanged 112
		SP:Iteration 24Q (105423.650000 sec): 3 clusters
  Score: Raw -2221331.346357 + Penalty 4732.804041 = -2216598.542316
  nChanged 106
		SP:Iteration 25Q (105423.940000 sec): 3 clusters
  Score: Raw -2221356.929402 + Penalty 4732.804041 = -2216624.125361
  nChanged 99
		SP:Iteration 26Q (105424.240000 sec): 3 clusters
  Score: Raw -2221377.393776 + Penalty 4732.804041 = -2216644.589734
  nChanged 105
		SP:Iteration 27Q (105424.540000 sec): 3 clusters
  Score: Raw -2221403.916816 + Penalty 4732.804041 = -2216671.112775
  nChanged 111
		SP:Iteration 28Q (105424.840000 sec): 3 clusters
  Score: Raw -2221431.276790 + Penalty 4732.804041 = -2216698.472749
  nChanged 119
		SP:Iteration 29Q (105425.100000 sec): 3 clusters
  Score: Raw -2221464.747170 + Penalty 4732.804041 = -2216731.943129
  nChanged 121
		SP:Iteration 30Q (105425.330000 sec): 3 clusters
  Score: Raw -2221499.704762 + Penalty 4732.804041 = -2216766.900721
  nChanged 138
		SP:Iteration 31Q (105425.620000 sec): 3 clusters
  Score: Raw -2221543.447444 + Penalty 4732.804041 = -2216810.643402
  nChanged 156
		SP:Iteration 32Q (105425.920000 sec): 3 clusters
  Score: Raw -2221596.997285 + Penalty 4732.804041 = -2216864.193244
  nChanged 178
		SP:Iteration 33Q (105426.230000 sec): 3 clusters
  Score: Raw -2221671.532247 + Penalty 4732.804041 = -2216938.728205
  nChanged 161
		SP:Iteration 34Q (105426.560000 sec): 3 clusters
  Score: Raw -2221743.585303 + Penalty 4732.804041 = -2217010.781262
  nChanged 184
		SP:Iteration 35Q (105426.830000 sec): 3 clusters
  Score: Raw -2221836.865703 + Penalty 4732.804041 = -2217104.061662
  nChanged 197
		SP:Iteration 36Q (105427.060000 sec): 3 clusters
  Score: Raw -2221953.955033 + Penalty 4732.804041 = -2217221.150992
  nChanged 197
		SP:Iteration 37Q (105427.330000 sec): 3 clusters
  Score: Raw -2222099.741030 + Penalty 4732.804041 = -2217366.936989
  nChanged 187
		SP:Iteration 38Q (105427.570000 sec): 3 clusters
  Score: Raw -2222263.305632 + Penalty 4732.804041 = -2217530.501591
  nChanged 191
		SP:Iteration 39Q (105427.810000 sec): 3 clusters
  Score: Raw -2222471.873269 + Penalty 4732.804041 = -2217739.069228
  nChanged 163
		SP:Iteration 40F (105428.060000 sec): 3 clusters
  Score: Raw -2222708.743104 + Penalty 4732.804041 = -2217975.939063
  nChanged 172
		SP:Iteration 41Q (105428.320000 sec): 3 clusters
  Score: Raw -2223015.849758 + Penalty 4732.804041 = -2218283.045716
  nChanged 135
		SP:Iteration 42Q (105428.540000 sec): 3 clusters
  Score: Raw -2223243.020069 + Penalty 4732.804041 = -2218510.216028
  nChanged 95
		SP:Iteration 43Q (105428.750000 sec): 3 clusters
  Score: Raw -2223376.549450 + Penalty 4732.804041 = -2218643.745409
  nChanged 62
		SP:Iteration 44Q (105429.020000 sec): 3 clusters
  Score: Raw -2223426.812698 + Penalty 4732.804041 = -2218694.008657
  nChanged 23
		SP:Iteration 45Q (105429.230000 sec): 3 clusters
  Score: Raw -2223438.878187 + Penalty 4732.804041 = -2218706.074146
  nChanged 14
		SP:Iteration 46Q (105429.460000 sec): 3 clusters
  Score: Raw -2223444.525466 + Penalty 4732.804041 = -2218711.721425
  nChanged 10
		SP:Iteration 47Q (105429.760000 sec): 3 clusters
  Score: Raw -2223448.157029 + Penalty 4732.804041 = -2218715.352988
  nChanged 9
		SP:Iteration 48Q (105429.980000 sec): 3 clusters
  Score: Raw -2223450.748664 + Penalty 4732.804041 = -2218717.944622
  nChanged 4
		SP:Iteration 49Q (105430.210000 sec): 3 clusters
  Score: Raw -2223451.983900 + Penalty 4732.804041 = -2218719.179859
  nChanged 4
		SP:Iteration 50Q (105430.540000 sec): 3 clusters
  Score: Raw -2223452.884875 + Penalty 4732.804041 = -2218720.080834
  nChanged 2
		SP:Iteration 51Q (105430.750000 sec): 3 clusters
  Score: Raw -2223453.915425 + Penalty 4732.804041 = -2218721.111384
  nChanged 2
		SP:Iteration 52Q (105431.020000 sec): 3 clusters
  Score: Raw -2223454.550743 + Penalty 4732.804041 = -2218721.746702
  nChanged 0
		SP:Iteration 53F (105431.280000 sec): 3 clusters
  Score: Raw -2223454.550743 + Penalty 4732.804041 = -2218721.746702
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 21 (12999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105431.480000 sec): 2 clusters
  Score: Raw -1947270.990707 + Penalty 2349.211672 = -1944921.779035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105431.790000 sec): 3 clusters
  Score: Raw -1940097.825929 + Penalty 4698.423344 = -1935399.402585
  nChanged 5582
		SP:Iteration 1F (105432.090000 sec): 3 clusters
  Score: Raw -1944107.545604 + Penalty 4698.423344 = -1939409.122260
  nChanged 1426
		SP:Iteration 2F (105432.400000 sec): 3 clusters
  Score: Raw -1946019.401147 + Penalty 4698.423344 = -1941320.977802
  nChanged 1527
		SP:Iteration 3F (105432.630000 sec): 3 clusters
  Score: Raw -1948107.708453 + Penalty 4698.423344 = -1943409.285108
  nChanged 1158
		SP:Iteration 4F (105432.830000 sec): 3 clusters
  Score: Raw -1949252.395943 + Penalty 4698.423344 = -1944553.972599
  nChanged 726
		SP:Iteration 5F (105433.070000 sec): 3 clusters
  Score: Raw -1949702.535470 + Penalty 4698.423344 = -1945004.112125
  nChanged 410
		SP:Iteration 6Q (105433.410000 sec): 3 clusters
  Score: Raw -1949905.766165 + Penalty 4698.423344 = -1945207.342820
  nChanged 243
		SP:Iteration 7Q (105433.690000 sec): 3 clusters
  Score: Raw -1950012.870767 + Penalty 4698.423344 = -1945314.447422
  nChanged 188
		SP:Iteration 8Q (105433.940000 sec): 3 clusters
  Score: Raw -1950100.269273 + Penalty 4698.423344 = -1945401.845928
  nChanged 179
		SP:Iteration 9Q (105434.220000 sec): 3 clusters
  Score: Raw -1950163.684602 + Penalty 4698.423344 = -1945465.261258
  nChanged 141
		SP:Iteration 10Q (105434.510000 sec): 3 clusters
  Score: Raw -1950210.106526 + Penalty 4698.423344 = -1945511.683182
  nChanged 108
		SP:Iteration 11Q (105434.790000 sec): 3 clusters
  Score: Raw -1950245.356493 + Penalty 4698.423344 = -1945546.933149
  nChanged 97
		SP:Iteration 12Q (105435.070000 sec): 3 clusters
  Score: Raw -1950277.180334 + Penalty 4698.423344 = -1945578.756990
  nChanged 87
		SP:Iteration 13Q (105435.360000 sec): 3 clusters
  Score: Raw -1950303.326332 + Penalty 4698.423344 = -1945604.902988
  nChanged 100
		SP:Iteration 14Q (105435.650000 sec): 3 clusters
  Score: Raw -1950331.277214 + Penalty 4698.423344 = -1945632.853870
  nChanged 97
		SP:Iteration 15Q (105435.930000 sec): 3 clusters
  Score: Raw -1950360.055212 + Penalty 4698.423344 = -1945661.631868
  nChanged 110
		SP:Iteration 16Q (105436.250000 sec): 3 clusters
  Score: Raw -1950391.257963 + Penalty 4698.423344 = -1945692.834619
  nChanged 126
		SP:Iteration 17Q (105436.470000 sec): 3 clusters
  Score: Raw -1950441.340593 + Penalty 4698.423344 = -1945742.917249
  nChanged 141
		SP:Iteration 18Q (105436.760000 sec): 3 clusters
  Score: Raw -1950512.942115 + Penalty 4698.423344 = -1945814.518771
  nChanged 189
		SP:Iteration 19Q (105437.010000 sec): 3 clusters
  Score: Raw -1950606.092508 + Penalty 4698.423344 = -1945907.669164
  nChanged 210
		SP:Iteration 20F (105437.260000 sec): 3 clusters
  Score: Raw -1950722.693268 + Penalty 4698.423344 = -1946024.269923
  nChanged 229
		SP:Iteration 21Q (105437.510000 sec): 3 clusters
  Score: Raw -1950856.548173 + Penalty 4698.423344 = -1946158.124829
  nChanged 251
		SP:Iteration 22Q (105437.810000 sec): 3 clusters
  Score: Raw -1951011.714570 + Penalty 4698.423344 = -1946313.291225
  nChanged 292
		SP:Iteration 23Q (105438.100000 sec): 3 clusters
  Score: Raw -1951208.515640 + Penalty 4698.423344 = -1946510.092295
  nChanged 293
		SP:Iteration 24Q (105438.350000 sec): 3 clusters
  Score: Raw -1951420.757177 + Penalty 4698.423344 = -1946722.333833
  nChanged 281
		SP:Iteration 25Q (105438.610000 sec): 3 clusters
  Score: Raw -1951641.170954 + Penalty 4698.423344 = -1946942.747610
  nChanged 262
		SP:Iteration 26Q (105438.860000 sec): 3 clusters
  Score: Raw -1951803.292258 + Penalty 4698.423344 = -1947104.868914
  nChanged 198
		SP:Iteration 27Q (105439.110000 sec): 3 clusters
  Score: Raw -1951909.851302 + Penalty 4698.423344 = -1947211.427957
  nChanged 149
		SP:Iteration 28Q (105439.360000 sec): 3 clusters
  Score: Raw -1951959.057485 + Penalty 4698.423344 = -1947260.634141
  nChanged 83
		SP:Iteration 29Q (105439.610000 sec): 3 clusters
  Score: Raw -1951976.576590 + Penalty 4698.423344 = -1947278.153245
  nChanged 50
		SP:Iteration 30Q (105439.830000 sec): 3 clusters
  Score: Raw -1951988.027924 + Penalty 4698.423344 = -1947289.604580
  nChanged 41
		SP:Iteration 31Q (105440.070000 sec): 3 clusters
  Score: Raw -1951995.361165 + Penalty 4698.423344 = -1947296.937821
  nChanged 31
		SP:Iteration 32Q (105440.320000 sec): 3 clusters
  Score: Raw -1951999.440805 + Penalty 4698.423344 = -1947301.017461
  nChanged 22
		SP:Iteration 33Q (105440.560000 sec): 3 clusters
  Score: Raw -1952004.408629 + Penalty 4698.423344 = -1947305.985284
  nChanged 18
		SP:Iteration 34Q (105440.810000 sec): 3 clusters
  Score: Raw -1952007.558169 + Penalty 4698.423344 = -1947309.134825
  nChanged 14
		SP:Iteration 35Q (105441.060000 sec): 3 clusters
  Score: Raw -1952010.113863 + Penalty 4698.423344 = -1947311.690519
  nChanged 19
		SP:Iteration 36Q (105441.320000 sec): 3 clusters
  Score: Raw -1952012.698596 + Penalty 4698.423344 = -1947314.275251
  nChanged 9
		SP:Iteration 37Q (105441.560000 sec): 3 clusters
  Score: Raw -1952013.708067 + Penalty 4698.423344 = -1947315.284723
  nChanged 8
		SP:Iteration 38Q (105441.820000 sec): 3 clusters
  Score: Raw -1952014.392511 + Penalty 4698.423344 = -1947315.969167
  nChanged 5
		SP:Iteration 39Q (105442.070000 sec): 3 clusters
  Score: Raw -1952015.794553 + Penalty 4698.423344 = -1947317.371209
  nChanged 4
		SP:Iteration 40F (105442.360000 sec): 3 clusters
  Score: Raw -1952017.993431 + Penalty 4698.423344 = -1947319.570086
  nChanged 4
		SP:Iteration 41Q (105442.660000 sec): 3 clusters
  Score: Raw -1952019.112319 + Penalty 4698.423344 = -1947320.688975
  nChanged 2
		SP:Iteration 42Q (105442.960000 sec): 3 clusters
  Score: Raw -1952019.341034 + Penalty 4698.423344 = -1947320.917689
  nChanged 5
		SP:Iteration 43Q (105443.250000 sec): 3 clusters
  Score: Raw -1952019.675973 + Penalty 4698.423344 = -1947321.252628
  nChanged 4
		SP:Iteration 44Q (105443.500000 sec): 3 clusters
  Score: Raw -1952019.891278 + Penalty 4698.423344 = -1947321.467934
  nChanged 2
		SP:Iteration 45Q (105443.760000 sec): 3 clusters
  Score: Raw -1952020.096356 + Penalty 4698.423344 = -1947321.673012
  nChanged 0
		SP:Iteration 46F (105444.010000 sec): 3 clusters
  Score: Raw -1952020.096356 + Penalty 4698.423344 = -1947321.673012
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 22 (35240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105444.290000 sec): 2 clusters
  Score: Raw -5441917.662169 + Penalty 2596.544396 = -5439321.117773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105444.820000 sec): 3 clusters
  Score: Raw -5420776.280535 + Penalty 5193.088792 = -5415583.191743
  nChanged 15941
		SP:Iteration 1F (105445.250000 sec): 3 clusters
  Score: Raw -5430823.713686 + Penalty 5193.088792 = -5425630.624895
  nChanged 2761
		SP:Iteration 2F (105445.730000 sec): 3 clusters
  Score: Raw -5432895.285359 + Penalty 5193.088792 = -5427702.196567
  nChanged 2894
		SP:Iteration 3F (105446.170000 sec): 3 clusters
  Score: Raw -5434952.254886 + Penalty 5193.088792 = -5429759.166095
  nChanged 2579
		SP:Iteration 4F (105446.610000 sec): 3 clusters
  Score: Raw -5436604.099121 + Penalty 5193.088792 = -5431411.010329
  nChanged 2098
		SP:Iteration 5F (105447.040000 sec): 3 clusters
  Score: Raw -5437860.729674 + Penalty 5193.088792 = -5432667.640882
  nChanged 1809
		SP:Iteration 6F (105447.480000 sec): 3 clusters
  Score: Raw -5438920.509961 + Penalty 5193.088792 = -5433727.421169
  nChanged 1569
		SP:Iteration 7Q (105447.960000 sec): 3 clusters
  Score: Raw -5439844.984947 + Penalty 5193.088792 = -5434651.896155
  nChanged 1317
		SP:Iteration 8Q (105448.450000 sec): 3 clusters
  Score: Raw -5440612.006888 + Penalty 5193.088792 = -5435418.918096
  nChanged 1127
		SP:Iteration 9Q (105448.980000 sec): 3 clusters
  Score: Raw -5441190.574972 + Penalty 5193.088792 = -5435997.486180
  nChanged 909
		SP:Iteration 10Q (105449.460000 sec): 3 clusters
  Score: Raw -5441560.279968 + Penalty 5193.088792 = -5436367.191177
  nChanged 746
		SP:Iteration 11Q (105449.950000 sec): 3 clusters
  Score: Raw -5441812.450797 + Penalty 5193.088792 = -5436619.362005
  nChanged 625
		SP:Iteration 12Q (105450.440000 sec): 3 clusters
  Score: Raw -5442014.605665 + Penalty 5193.088792 = -5436821.516873
  nChanged 575
		SP:Iteration 13Q (105450.920000 sec): 3 clusters
  Score: Raw -5442200.768767 + Penalty 5193.088792 = -5437007.679975
  nChanged 523
		SP:Iteration 14Q (105451.410000 sec): 3 clusters
  Score: Raw -5442392.288312 + Penalty 5193.088792 = -5437199.199520
  nChanged 508
		SP:Iteration 15Q (105451.890000 sec): 3 clusters
  Score: Raw -5442607.319339 + Penalty 5193.088792 = -5437414.230547
  nChanged 549
		SP:Iteration 16Q (105452.440000 sec): 3 clusters
  Score: Raw -5442897.593421 + Penalty 5193.088792 = -5437704.504630
  nChanged 553
		SP:Iteration 17Q (105452.910000 sec): 3 clusters
  Score: Raw -5443289.157319 + Penalty 5193.088792 = -5438096.068527
  nChanged 611
		SP:Iteration 18Q (105453.340000 sec): 3 clusters
  Score: Raw -5443714.650761 + Penalty 5193.088792 = -5438521.561970
  nChanged 582
		SP:Iteration 19Q (105453.790000 sec): 3 clusters
  Score: Raw -5444015.647259 + Penalty 5193.088792 = -5438822.558468
  nChanged 516
		SP:Iteration 20F (105454.220000 sec): 3 clusters
  Score: Raw -5444187.643623 + Penalty 5193.088792 = -5438994.554831
  nChanged 448
		SP:Iteration 21Q (105454.600000 sec): 3 clusters
  Score: Raw -5444288.630264 + Penalty 5193.088792 = -5439095.541473
  nChanged 345
		SP:Iteration 22Q (105455.030000 sec): 3 clusters
  Score: Raw -5444347.666132 + Penalty 5193.088792 = -5439154.577341
  nChanged 273
		SP:Iteration 23Q (105455.480000 sec): 3 clusters
  Score: Raw -5444386.786930 + Penalty 5193.088792 = -5439193.698138
  nChanged 220
		SP:Iteration 24Q (105455.940000 sec): 3 clusters
  Score: Raw -5444419.607124 + Penalty 5193.088792 = -5439226.518333
  nChanged 201
		SP:Iteration 25Q (105456.320000 sec): 3 clusters
  Score: Raw -5444447.296392 + Penalty 5193.088792 = -5439254.207601
  nChanged 151
		SP:Iteration 26Q (105456.760000 sec): 3 clusters
  Score: Raw -5444463.318602 + Penalty 5193.088792 = -5439270.229811
  nChanged 117
		SP:Iteration 27Q (105457.170000 sec): 3 clusters
  Score: Raw -5444474.381830 + Penalty 5193.088792 = -5439281.293038
  nChanged 101
		SP:Iteration 28Q (105457.600000 sec): 3 clusters
  Score: Raw -5444483.246885 + Penalty 5193.088792 = -5439290.158094
  nChanged 67
		SP:Iteration 29Q (105458.030000 sec): 3 clusters
  Score: Raw -5444487.363499 + Penalty 5193.088792 = -5439294.274707
  nChanged 52
		SP:Iteration 30Q (105458.510000 sec): 3 clusters
  Score: Raw -5444490.971391 + Penalty 5193.088792 = -5439297.882599
  nChanged 51
		SP:Iteration 31Q (105458.910000 sec): 3 clusters
  Score: Raw -5444494.346752 + Penalty 5193.088792 = -5439301.257961
  nChanged 46
		SP:Iteration 32Q (105459.370000 sec): 3 clusters
  Score: Raw -5444496.670983 + Penalty 5193.088792 = -5439303.582191
  nChanged 29
		SP:Iteration 33Q (105459.800000 sec): 3 clusters
  Score: Raw -5444498.200017 + Penalty 5193.088792 = -5439305.111225
  nChanged 20
		SP:Iteration 34Q (105460.190000 sec): 3 clusters
  Score: Raw -5444499.256726 + Penalty 5193.088792 = -5439306.167935
  nChanged 21
		SP:Iteration 35Q (105460.670000 sec): 3 clusters
  Score: Raw -5444500.167742 + Penalty 5193.088792 = -5439307.078950
  nChanged 17
		SP:Iteration 36Q (105461.030000 sec): 3 clusters
  Score: Raw -5444500.833579 + Penalty 5193.088792 = -5439307.744787
  nChanged 7
		SP:Iteration 37Q (105461.440000 sec): 3 clusters
  Score: Raw -5444501.067840 + Penalty 5193.088792 = -5439307.979049
  nChanged 7
		SP:Iteration 38Q (105461.950000 sec): 3 clusters
  Score: Raw -5444501.343843 + Penalty 5193.088792 = -5439308.255051
  nChanged 8
		SP:Iteration 39Q (105462.350000 sec): 3 clusters
  Score: Raw -5444501.784019 + Penalty 5193.088792 = -5439308.695227
  nChanged 10
		SP:Iteration 40F (105462.750000 sec): 3 clusters
  Score: Raw -5444502.321275 + Penalty 5193.088792 = -5439309.232483
  nChanged 8
		SP:Iteration 41Q (105463.170000 sec): 3 clusters
  Score: Raw -5444502.787940 + Penalty 5193.088792 = -5439309.699148
  nChanged 9
		SP:Iteration 42Q (105463.540000 sec): 3 clusters
  Score: Raw -5444503.351009 + Penalty 5193.088792 = -5439310.262217
  nChanged 9
		SP:Iteration 43Q (105464.050000 sec): 3 clusters
  Score: Raw -5444503.786738 + Penalty 5193.088792 = -5439310.697946
  nChanged 11
		SP:Iteration 44Q (105464.460000 sec): 3 clusters
  Score: Raw -5444504.322101 + Penalty 5193.088792 = -5439311.233310
  nChanged 18
		SP:Iteration 45Q (105464.870000 sec): 3 clusters
  Score: Raw -5444505.513940 + Penalty 5193.088792 = -5439312.425148
  nChanged 21
		SP:Iteration 46Q (105465.310000 sec): 3 clusters
  Score: Raw -5444506.750728 + Penalty 5193.088792 = -5439313.661936
  nChanged 17
		SP:Iteration 47Q (105465.720000 sec): 3 clusters
  Score: Raw -5444507.672257 + Penalty 5193.088792 = -5439314.583465
  nChanged 15
		SP:Iteration 48Q (105466.130000 sec): 3 clusters
  Score: Raw -5444508.298693 + Penalty 5193.088792 = -5439315.209901
  nChanged 12
		SP:Iteration 49Q (105466.560000 sec): 3 clusters
  Score: Raw -5444509.141344 + Penalty 5193.088792 = -5439316.052552
  nChanged 16
		SP:Iteration 50Q (105466.990000 sec): 3 clusters
  Score: Raw -5444509.990685 + Penalty 5193.088792 = -5439316.901894
  nChanged 19
		SP:Iteration 51Q (105467.370000 sec): 3 clusters
  Score: Raw -5444510.984195 + Penalty 5193.088792 = -5439317.895403
  nChanged 17
		SP:Iteration 52Q (105467.790000 sec): 3 clusters
  Score: Raw -5444511.819496 + Penalty 5193.088792 = -5439318.730704
  nChanged 17
		SP:Iteration 53Q (105468.300000 sec): 3 clusters
  Score: Raw -5444512.628316 + Penalty 5193.088792 = -5439319.539524
  nChanged 18
		SP:Iteration 54Q (105468.750000 sec): 3 clusters
  Score: Raw -5444513.819853 + Penalty 5193.088792 = -5439320.731061
  nChanged 15
		SP:Iteration 55Q (105469.200000 sec): 3 clusters
  Score: Raw -5444514.865128 + Penalty 5193.088792 = -5439321.776336
  nChanged 13
		SP:Iteration 56Q (105469.590000 sec): 3 clusters
  Score: Raw -5444515.627306 + Penalty 5193.088792 = -5439322.538514
  nChanged 13
		SP:Iteration 57Q (105470.000000 sec): 3 clusters
  Score: Raw -5444516.408948 + Penalty 5193.088792 = -5439323.320156
  nChanged 16
		SP:Iteration 58Q (105470.420000 sec): 3 clusters
  Score: Raw -5444517.265960 + Penalty 5193.088792 = -5439324.177168
  nChanged 17
		SP:Iteration 59Q (105470.900000 sec): 3 clusters
  Score: Raw -5444518.055269 + Penalty 5193.088792 = -5439324.966477
  nChanged 17
		SP:Iteration 60F (105471.320000 sec): 3 clusters
  Score: Raw -5444518.880114 + Penalty 5193.088792 = -5439325.791322
  nChanged 15
		SP:Iteration 61Q (105471.730000 sec): 3 clusters
  Score: Raw -5444519.601858 + Penalty 5193.088792 = -5439326.513066
  nChanged 13
		SP:Iteration 62Q (105472.120000 sec): 3 clusters
  Score: Raw -5444520.511472 + Penalty 5193.088792 = -5439327.422680
  nChanged 20
		SP:Iteration 63Q (105472.580000 sec): 3 clusters
  Score: Raw -5444522.135857 + Penalty 5193.088792 = -5439329.047065
  nChanged 19
		SP:Iteration 64Q (105473.020000 sec): 3 clusters
  Score: Raw -5444523.053077 + Penalty 5193.088792 = -5439329.964285
  nChanged 8
		SP:Iteration 65Q (105473.470000 sec): 3 clusters
  Score: Raw -5444523.410082 + Penalty 5193.088792 = -5439330.321291
  nChanged 8
		SP:Iteration 66Q (105473.920000 sec): 3 clusters
  Score: Raw -5444523.669512 + Penalty 5193.088792 = -5439330.580720
  nChanged 1
		SP:Iteration 67Q (105474.290000 sec): 3 clusters
  Score: Raw -5444523.709850 + Penalty 5193.088792 = -5439330.621058
  nChanged 1
		SP:Iteration 68Q (105474.770000 sec): 3 clusters
  Score: Raw -5444523.723198 + Penalty 5193.088792 = -5439330.634406
  nChanged 1
		SP:Iteration 69Q (105475.170000 sec): 3 clusters
  Score: Raw -5444523.751450 + Penalty 5193.088792 = -5439330.662658
  nChanged 2
		SP:Iteration 70Q (105475.620000 sec): 3 clusters
  Score: Raw -5444523.873667 + Penalty 5193.088792 = -5439330.784875
  nChanged 5
		SP:Iteration 71Q (105476.030000 sec): 3 clusters
  Score: Raw -5444524.126080 + Penalty 5193.088792 = -5439331.037288
  nChanged 3
		SP:Iteration 72Q (105476.450000 sec): 3 clusters
  Score: Raw -5444524.275104 + Penalty 5193.088792 = -5439331.186313
  nChanged 8
		SP:Iteration 73Q (105476.890000 sec): 3 clusters
  Score: Raw -5444524.775378 + Penalty 5193.088792 = -5439331.686586
  nChanged 6
		SP:Iteration 74Q (105477.330000 sec): 3 clusters
  Score: Raw -5444525.000249 + Penalty 5193.088792 = -5439331.911457
  nChanged 6
		SP:Iteration 75Q (105477.690000 sec): 3 clusters
  Score: Raw -5444525.321022 + Penalty 5193.088792 = -5439332.232231
  nChanged 7
		SP:Iteration 76Q (105478.100000 sec): 3 clusters
  Score: Raw -5444525.751370 + Penalty 5193.088792 = -5439332.662579
  nChanged 6
		SP:Iteration 77Q (105478.520000 sec): 3 clusters
  Score: Raw -5444525.968507 + Penalty 5193.088792 = -5439332.879715
  nChanged 4
		SP:Iteration 78Q (105478.970000 sec): 3 clusters
  Score: Raw -5444526.161794 + Penalty 5193.088792 = -5439333.073002
  nChanged 6
		SP:Iteration 79Q (105479.350000 sec): 3 clusters
  Score: Raw -5444526.520106 + Penalty 5193.088792 = -5439333.431314
  nChanged 3
		SP:Iteration 80F (105479.770000 sec): 3 clusters
  Score: Raw -5444526.755684 + Penalty 5193.088792 = -5439333.666892
  nChanged 3
		SP:Iteration 81Q (105480.180000 sec): 3 clusters
  Score: Raw -5444527.000487 + Penalty 5193.088792 = -5439333.911696
  nChanged 4
		SP:Iteration 82Q (105480.610000 sec): 3 clusters
  Score: Raw -5444527.158625 + Penalty 5193.088792 = -5439334.069834
  nChanged 1
		SP:Iteration 83Q (105481.000000 sec): 3 clusters
  Score: Raw -5444527.176734 + Penalty 5193.088792 = -5439334.087942
  nChanged 0
		SP:Iteration 84F (105481.430000 sec): 3 clusters
  Score: Raw -5444527.176734 + Penalty 5193.088792 = -5439334.087942
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 23 (7443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105481.540000 sec): 2 clusters
  Score: Raw -1005992.278055 + Penalty 2210.927260 = -1003781.350795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105481.730000 sec): 3 clusters
  Score: Raw -1002215.736822 + Penalty 4421.854519 = -997793.882303
  nChanged 3078
		SP:Iteration 1F (105481.950000 sec): 3 clusters
  Score: Raw -1005031.552667 + Penalty 4421.854519 = -1000609.698148
  nChanged 1007
		SP:Iteration 2F (105482.160000 sec): 3 clusters
  Score: Raw -1006761.389392 + Penalty 4421.854519 = -1002339.534873
  nChanged 866
		SP:Iteration 3F (105482.360000 sec): 3 clusters
  Score: Raw -1008102.074295 + Penalty 4421.854519 = -1003680.219776
  nChanged 611
		SP:Iteration 4F (105482.540000 sec): 3 clusters
  Score: Raw -1008783.232003 + Penalty 4421.854519 = -1004361.377484
  nChanged 329
		SP:Iteration 5Q (105482.710000 sec): 3 clusters
  Score: Raw -1009068.717922 + Penalty 4421.854519 = -1004646.863403
  nChanged 209
		SP:Iteration 6Q (105482.930000 sec): 3 clusters
  Score: Raw -1009207.921256 + Penalty 4421.854519 = -1004786.066737
  nChanged 120
		SP:Iteration 7Q (105483.140000 sec): 3 clusters
  Score: Raw -1009264.340221 + Penalty 4421.854519 = -1004842.485702
  nChanged 83
		SP:Iteration 8Q (105483.280000 sec): 3 clusters
  Score: Raw -1009295.345044 + Penalty 4421.854519 = -1004873.490525
  nChanged 73
		SP:Iteration 9Q (105483.450000 sec): 3 clusters
  Score: Raw -1009319.590240 + Penalty 4421.854519 = -1004897.735721
  nChanged 50
		SP:Iteration 10Q (105483.670000 sec): 3 clusters
  Score: Raw -1009333.274034 + Penalty 4421.854519 = -1004911.419515
  nChanged 28
		SP:Iteration 11Q (105483.860000 sec): 3 clusters
  Score: Raw -1009343.235028 + Penalty 4421.854519 = -1004921.380509
  nChanged 35
		SP:Iteration 12Q (105484.050000 sec): 3 clusters
  Score: Raw -1009352.541295 + Penalty 4421.854519 = -1004930.686776
  nChanged 23
		SP:Iteration 13Q (105484.250000 sec): 3 clusters
  Score: Raw -1009357.236786 + Penalty 4421.854519 = -1004935.382267
  nChanged 15
		SP:Iteration 14Q (105484.490000 sec): 3 clusters
  Score: Raw -1009360.756323 + Penalty 4421.854519 = -1004938.901804
  nChanged 14
		SP:Iteration 15Q (105484.610000 sec): 3 clusters
  Score: Raw -1009365.222869 + Penalty 4421.854519 = -1004943.368350
  nChanged 13
		SP:Iteration 16Q (105484.790000 sec): 3 clusters
  Score: Raw -1009367.534272 + Penalty 4421.854519 = -1004945.679752
  nChanged 16
		SP:Iteration 17Q (105485.010000 sec): 3 clusters
  Score: Raw -1009371.027969 + Penalty 4421.854519 = -1004949.173450
  nChanged 12
		SP:Iteration 18Q (105485.250000 sec): 3 clusters
  Score: Raw -1009373.250770 + Penalty 4421.854519 = -1004951.396251
  nChanged 8
		SP:Iteration 19Q (105485.430000 sec): 3 clusters
  Score: Raw -1009374.584343 + Penalty 4421.854519 = -1004952.729824
  nChanged 0
		SP:Iteration 20F (105485.610000 sec): 3 clusters
  Score: Raw -1009374.584343 + Penalty 4421.854519 = -1004952.729824
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 24 (10366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105485.770000 sec): 2 clusters
  Score: Raw -1522241.569139 + Penalty 2293.079052 = -1519948.490088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105486.020000 sec): 3 clusters
  Score: Raw -1516747.626190 + Penalty 4586.158103 = -1512161.468087
  nChanged 4295
		SP:Iteration 1F (105486.230000 sec): 3 clusters
  Score: Raw -1519699.732350 + Penalty 4586.158103 = -1515113.574247
  nChanged 1058
		SP:Iteration 2F (105486.450000 sec): 3 clusters
  Score: Raw -1520874.328725 + Penalty 4586.158103 = -1516288.170622
  nChanged 956
		SP:Iteration 3F (105486.690000 sec): 3 clusters
  Score: Raw -1521933.863036 + Penalty 4586.158103 = -1517347.704933
  nChanged 830
		SP:Iteration 4F (105486.880000 sec): 3 clusters
  Score: Raw -1522827.254363 + Penalty 4586.158103 = -1518241.096260
  nChanged 681
		SP:Iteration 5F (105487.110000 sec): 3 clusters
  Score: Raw -1523458.331148 + Penalty 4586.158103 = -1518872.173045
  nChanged 540
		SP:Iteration 6F (105487.410000 sec): 3 clusters
  Score: Raw -1523897.817819 + Penalty 4586.158103 = -1519311.659715
  nChanged 399
		SP:Iteration 7Q (105487.630000 sec): 3 clusters
  Score: Raw -1524179.621578 + Penalty 4586.158103 = -1519593.463474
  nChanged 290
		SP:Iteration 8Q (105487.860000 sec): 3 clusters
  Score: Raw -1524346.453368 + Penalty 4586.158103 = -1519760.295264
  nChanged 200
		SP:Iteration 9Q (105488.110000 sec): 3 clusters
  Score: Raw -1524439.285990 + Penalty 4586.158103 = -1519853.127886
  nChanged 140
		SP:Iteration 10Q (105488.310000 sec): 3 clusters
  Score: Raw -1524496.640325 + Penalty 4586.158103 = -1519910.482221
  nChanged 120
		SP:Iteration 11Q (105488.610000 sec): 3 clusters
  Score: Raw -1524538.188130 + Penalty 4586.158103 = -1519952.030027
  nChanged 88
		SP:Iteration 12Q (105488.860000 sec): 3 clusters
  Score: Raw -1524565.228625 + Penalty 4586.158103 = -1519979.070522
  nChanged 82
		SP:Iteration 13Q (105489.130000 sec): 3 clusters
  Score: Raw -1524584.835325 + Penalty 4586.158103 = -1519998.677222
  nChanged 45
		SP:Iteration 14Q (105489.350000 sec): 3 clusters
  Score: Raw -1524599.104622 + Penalty 4586.158103 = -1520012.946519
  nChanged 53
		SP:Iteration 15Q (105489.550000 sec): 3 clusters
  Score: Raw -1524615.696349 + Penalty 4586.158103 = -1520029.538246
  nChanged 49
		SP:Iteration 16Q (105489.870000 sec): 3 clusters
  Score: Raw -1524632.022993 + Penalty 4586.158103 = -1520045.864889
  nChanged 44
		SP:Iteration 17Q (105490.050000 sec): 3 clusters
  Score: Raw -1524644.333766 + Penalty 4586.158103 = -1520058.175663
  nChanged 35
		SP:Iteration 18Q (105490.220000 sec): 3 clusters
  Score: Raw -1524653.807463 + Penalty 4586.158103 = -1520067.649359
  nChanged 33
		SP:Iteration 19Q (105490.470000 sec): 3 clusters
  Score: Raw -1524662.598514 + Penalty 4586.158103 = -1520076.440410
  nChanged 27
		SP:Iteration 20F (105490.660000 sec): 3 clusters
  Score: Raw -1524667.594085 + Penalty 4586.158103 = -1520081.435982
  nChanged 21
		SP:Iteration 21Q (105490.850000 sec): 3 clusters
  Score: Raw -1524672.117989 + Penalty 4586.158103 = -1520085.959885
  nChanged 20
		SP:Iteration 22Q (105491.060000 sec): 3 clusters
  Score: Raw -1524676.734976 + Penalty 4586.158103 = -1520090.576872
  nChanged 30
		SP:Iteration 23Q (105491.320000 sec): 3 clusters
  Score: Raw -1524682.283862 + Penalty 4586.158103 = -1520096.125758
  nChanged 22
		SP:Iteration 24Q (105491.470000 sec): 3 clusters
  Score: Raw -1524687.632550 + Penalty 4586.158103 = -1520101.474447
  nChanged 24
		SP:Iteration 25Q (105491.650000 sec): 3 clusters
  Score: Raw -1524694.866785 + Penalty 4586.158103 = -1520108.708681
  nChanged 18
		SP:Iteration 26Q (105491.850000 sec): 3 clusters
  Score: Raw -1524700.535481 + Penalty 4586.158103 = -1520114.377377
  nChanged 20
		SP:Iteration 27Q (105492.110000 sec): 3 clusters
  Score: Raw -1524707.411456 + Penalty 4586.158103 = -1520121.253353
  nChanged 25
		SP:Iteration 28Q (105492.300000 sec): 3 clusters
  Score: Raw -1524714.668472 + Penalty 4586.158103 = -1520128.510368
  nChanged 26
		SP:Iteration 29Q (105492.510000 sec): 3 clusters
  Score: Raw -1524722.865850 + Penalty 4586.158103 = -1520136.707746
  nChanged 34
		SP:Iteration 30Q (105492.750000 sec): 3 clusters
  Score: Raw -1524732.921568 + Penalty 4586.158103 = -1520146.763464
  nChanged 38
		SP:Iteration 31Q (105492.980000 sec): 3 clusters
  Score: Raw -1524746.014575 + Penalty 4586.158103 = -1520159.856472
  nChanged 32
		SP:Iteration 32Q (105493.230000 sec): 3 clusters
  Score: Raw -1524760.048290 + Penalty 4586.158103 = -1520173.890187
  nChanged 39
		SP:Iteration 33Q (105493.320000 sec): 3 clusters
  Score: Raw -1524783.073132 + Penalty 4586.158103 = -1520196.915029
  nChanged 60
		SP:Iteration 34Q (105493.550000 sec): 3 clusters
  Score: Raw -1524823.679448 + Penalty 4586.158103 = -1520237.521345
  nChanged 60
		SP:Iteration 35Q (105493.830000 sec): 3 clusters
  Score: Raw -1524859.848916 + Penalty 4586.158103 = -1520273.690813
  nChanged 56
		SP:Iteration 36Q (105494.050000 sec): 3 clusters
  Score: Raw -1524893.673849 + Penalty 4586.158103 = -1520307.515746
  nChanged 57
		SP:Iteration 37Q (105494.230000 sec): 3 clusters
  Score: Raw -1524926.657543 + Penalty 4586.158103 = -1520340.499439
  nChanged 55
		SP:Iteration 38Q (105494.510000 sec): 3 clusters
  Score: Raw -1524951.334646 + Penalty 4586.158103 = -1520365.176542
  nChanged 48
		SP:Iteration 39Q (105494.700000 sec): 3 clusters
  Score: Raw -1524970.879965 + Penalty 4586.158103 = -1520384.721861
  nChanged 42
		SP:Iteration 40F (105494.950000 sec): 3 clusters
  Score: Raw -1524988.178931 + Penalty 4586.158103 = -1520402.020827
  nChanged 41
		SP:Iteration 41Q (105495.190000 sec): 3 clusters
  Score: Raw -1525003.710787 + Penalty 4586.158103 = -1520417.552684
  nChanged 30
		SP:Iteration 42Q (105495.400000 sec): 3 clusters
  Score: Raw -1525015.541095 + Penalty 4586.158103 = -1520429.382992
  nChanged 25
		SP:Iteration 43Q (105495.630000 sec): 3 clusters
  Score: Raw -1525023.741075 + Penalty 4586.158103 = -1520437.582972
  nChanged 17
		SP:Iteration 44Q (105495.910000 sec): 3 clusters
  Score: Raw -1525027.104525 + Penalty 4586.158103 = -1520440.946422
  nChanged 13
		SP:Iteration 45Q (105496.180000 sec): 3 clusters
  Score: Raw -1525030.446525 + Penalty 4586.158103 = -1520444.288421
  nChanged 8
		SP:Iteration 46Q (105496.440000 sec): 3 clusters
  Score: Raw -1525032.422846 + Penalty 4586.158103 = -1520446.264743
  nChanged 6
		SP:Iteration 47Q (105496.670000 sec): 3 clusters
  Score: Raw -1525033.604831 + Penalty 4586.158103 = -1520447.446727
  nChanged 7
		SP:Iteration 48Q (105496.900000 sec): 3 clusters
  Score: Raw -1525035.365641 + Penalty 4586.158103 = -1520449.207537
  nChanged 7
		SP:Iteration 49Q (105497.180000 sec): 3 clusters
  Score: Raw -1525037.419378 + Penalty 4586.158103 = -1520451.261275
  nChanged 5
		SP:Iteration 50Q (105497.380000 sec): 3 clusters
  Score: Raw -1525038.239678 + Penalty 4586.158103 = -1520452.081575
  nChanged 6
		SP:Iteration 51Q (105497.540000 sec): 3 clusters
  Score: Raw -1525039.431295 + Penalty 4586.158103 = -1520453.273191
  nChanged 7
		SP:Iteration 52Q (105497.750000 sec): 3 clusters
  Score: Raw -1525040.502787 + Penalty 4586.158103 = -1520454.344684
  nChanged 5
		SP:Iteration 53Q (105497.960000 sec): 3 clusters
  Score: Raw -1525041.293949 + Penalty 4586.158103 = -1520455.135845
  nChanged 0
		SP:Iteration 54F (105498.150000 sec): 3 clusters
  Score: Raw -1525041.293949 + Penalty 4586.158103 = -1520455.135845
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 25 (32078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105498.470000 sec): 2 clusters
  Score: Raw -5099053.999974 + Penalty 2573.229578 = -5096480.770397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105498.870000 sec): 3 clusters
  Score: Raw -5079688.383288 + Penalty 5146.459155 = -5074541.924133
  nChanged 14428
		SP:Iteration 1F (105499.280000 sec): 3 clusters
  Score: Raw -5087587.987200 + Penalty 5146.459155 = -5082441.528045
  nChanged 1393
		SP:Iteration 2Q (105499.720000 sec): 3 clusters
  Score: Raw -5087968.716391 + Penalty 5146.459155 = -5082822.257236
  nChanged 1152
		SP:Iteration 3Q (105500.150000 sec): 3 clusters
  Score: Raw -5088274.284782 + Penalty 5146.459155 = -5083127.825627
  nChanged 1012
		SP:Iteration 4Q (105500.560000 sec): 3 clusters
  Score: Raw -5088532.190534 + Penalty 5146.459155 = -5083385.731379
  nChanged 968
		SP:Iteration 5Q (105500.990000 sec): 3 clusters
  Score: Raw -5088777.117131 + Penalty 5146.459155 = -5083630.657976
  nChanged 902
		SP:Iteration 6Q (105501.430000 sec): 3 clusters
  Score: Raw -5089020.764582 + Penalty 5146.459155 = -5083874.305427
  nChanged 965
		SP:Iteration 7Q (105501.890000 sec): 3 clusters
  Score: Raw -5089302.289067 + Penalty 5146.459155 = -5084155.829912
  nChanged 1098
		SP:Iteration 8Q (105502.330000 sec): 3 clusters
  Score: Raw -5089675.442002 + Penalty 5146.459155 = -5084528.982847
  nChanged 1241
		SP:Iteration 9Q (105502.790000 sec): 3 clusters
  Score: Raw -5090206.643628 + Penalty 5146.459155 = -5085060.184472
  nChanged 1500
		SP:Iteration 10Q (105503.200000 sec): 3 clusters
  Score: Raw -5090993.300862 + Penalty 5146.459155 = -5085846.841707
  nChanged 1795
		SP:Iteration 11F (105503.560000 sec): 3 clusters
  Score: Raw -5092196.767247 + Penalty 5146.459155 = -5087050.308092
  nChanged 2064
		SP:Iteration 12F (105503.950000 sec): 3 clusters
  Score: Raw -5093788.123525 + Penalty 5146.459155 = -5088641.664369
  nChanged 1919
		SP:Iteration 13F (105504.370000 sec): 3 clusters
  Score: Raw -5095434.563279 + Penalty 5146.459155 = -5090288.104123
  nChanged 1622
		SP:Iteration 14F (105504.810000 sec): 3 clusters
  Score: Raw -5096875.146738 + Penalty 5146.459155 = -5091728.687583
  nChanged 1093
		SP:Iteration 15Q (105505.230000 sec): 3 clusters
  Score: Raw -5097858.236993 + Penalty 5146.459155 = -5092711.777838
  nChanged 692
		SP:Iteration 16Q (105505.630000 sec): 3 clusters
  Score: Raw -5098505.275869 + Penalty 5146.459155 = -5093358.816714
  nChanged 391
		SP:Iteration 17Q (105506.050000 sec): 3 clusters
  Score: Raw -5098877.257195 + Penalty 5146.459155 = -5093730.798040
  nChanged 210
		SP:Iteration 18Q (105506.400000 sec): 3 clusters
  Score: Raw -5099066.453801 + Penalty 5146.459155 = -5093919.994645
  nChanged 105
		SP:Iteration 19Q (105506.790000 sec): 3 clusters
  Score: Raw -5099169.932846 + Penalty 5146.459155 = -5094023.473691
  nChanged 73
		SP:Iteration 20F (105507.170000 sec): 3 clusters
  Score: Raw -5099239.983608 + Penalty 5146.459155 = -5094093.524453
  nChanged 43
		SP:Iteration 21Q (105507.560000 sec): 3 clusters
  Score: Raw -5099278.920065 + Penalty 5146.459155 = -5094132.460910
  nChanged 24
		SP:Iteration 22Q (105507.970000 sec): 3 clusters
  Score: Raw -5099302.826005 + Penalty 5146.459155 = -5094156.366850
  nChanged 19
		SP:Iteration 23Q (105508.410000 sec): 3 clusters
  Score: Raw -5099324.194461 + Penalty 5146.459155 = -5094177.735306
  nChanged 11
		SP:Iteration 24Q (105508.830000 sec): 3 clusters
  Score: Raw -5099333.710377 + Penalty 5146.459155 = -5094187.251222
  nChanged 11
		SP:Iteration 25Q (105509.180000 sec): 3 clusters
  Score: Raw -5099345.084405 + Penalty 5146.459155 = -5094198.625250
  nChanged 8
		SP:Iteration 26Q (105509.550000 sec): 3 clusters
  Score: Raw -5099353.876348 + Penalty 5146.459155 = -5094207.417193
  nChanged 6
		SP:Iteration 27Q (105509.960000 sec): 3 clusters
  Score: Raw -5099358.510631 + Penalty 5146.459155 = -5094212.051476
  nChanged 3
		SP:Iteration 28Q (105510.310000 sec): 3 clusters
  Score: Raw -5099360.623819 + Penalty 5146.459155 = -5094214.164664
  nChanged 0
		SP:Iteration 29F (105510.710000 sec): 3 clusters
  Score: Raw -5099360.623819 + Penalty 5146.459155 = -5094214.164664
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 26 (179554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105511.820000 sec): 2 clusters
  Score: Raw -29161077.065879 + Penalty 3000.361357 = -29158076.704522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105513.340000 sec): 3 clusters
  Score: Raw -29042860.999134 + Penalty 6000.722714 = -29036860.276421
  nChanged 86667
		SP:Iteration 1F (105514.850000 sec): 3 clusters
  Score: Raw -29093935.188303 + Penalty 6000.722714 = -29087934.465590
  nChanged 5312
		SP:Iteration 2Q (105516.340000 sec): 3 clusters
  Score: Raw -29095221.343552 + Penalty 6000.722714 = -29089220.620838
  nChanged 5817
		SP:Iteration 3Q (105517.820000 sec): 3 clusters
  Score: Raw -29096922.045476 + Penalty 6000.722714 = -29090921.322763
  nChanged 6395
		SP:Iteration 4Q (105519.290000 sec): 3 clusters
  Score: Raw -29099198.558371 + Penalty 6000.722714 = -29093197.835657
  nChanged 7190
		SP:Iteration 5Q (105520.670000 sec): 3 clusters
  Score: Raw -29102340.437413 + Penalty 6000.722714 = -29096339.714700
  nChanged 8150
		SP:Iteration 6Q (105522.040000 sec): 3 clusters
  Score: Raw -29106607.800020 + Penalty 6000.722714 = -29100607.077306
  nChanged 9097
		SP:Iteration 7F (105523.470000 sec): 3 clusters
  Score: Raw -29112113.234549 + Penalty 6000.722714 = -29106112.511835
  nChanged 10052
		SP:Iteration 8F (105524.810000 sec): 3 clusters
  Score: Raw -29118839.323544 + Penalty 6000.722714 = -29112838.600831
  nChanged 10605
		SP:Iteration 9F (105526.240000 sec): 3 clusters
  Score: Raw -29126562.293434 + Penalty 6000.722714 = -29120561.570721
  nChanged 10438
		SP:Iteration 10F (105527.680000 sec): 3 clusters
  Score: Raw -29134453.186442 + Penalty 6000.722714 = -29128452.463729
  nChanged 9699
		SP:Iteration 11F (105528.970000 sec): 3 clusters
  Score: Raw -29141902.918260 + Penalty 6000.722714 = -29135902.195547
  nChanged 8415
		SP:Iteration 12Q (105530.470000 sec): 3 clusters
  Score: Raw -29148506.158004 + Penalty 6000.722714 = -29142505.435290
  nChanged 6565
		SP:Iteration 13Q (105531.970000 sec): 3 clusters
  Score: Raw -29153659.149211 + Penalty 6000.722714 = -29147658.426497
  nChanged 4543
		SP:Iteration 14Q (105533.340000 sec): 3 clusters
  Score: Raw -29157233.228248 + Penalty 6000.722714 = -29151232.505534
  nChanged 2866
		SP:Iteration 15Q (105534.800000 sec): 3 clusters
  Score: Raw -29159482.112187 + Penalty 6000.722714 = -29153481.389474
  nChanged 1789
		SP:Iteration 16Q (105536.180000 sec): 3 clusters
  Score: Raw -29160694.312292 + Penalty 6000.722714 = -29154693.589578
  nChanged 1164
		SP:Iteration 17Q (105537.410000 sec): 3 clusters
  Score: Raw -29161360.166043 + Penalty 6000.722714 = -29155359.443329
  nChanged 805
		SP:Iteration 18Q (105538.750000 sec): 3 clusters
  Score: Raw -29161721.801746 + Penalty 6000.722714 = -29155721.079032
  nChanged 569
		SP:Iteration 19Q (105540.070000 sec): 3 clusters
  Score: Raw -29161942.377647 + Penalty 6000.722714 = -29155941.654933
  nChanged 424
		SP:Iteration 20F (105541.790000 sec): 3 clusters
  Score: Raw -29162094.861548 + Penalty 6000.722714 = -29156094.138835
  nChanged 336
		SP:Iteration 21Q (105543.310000 sec): 3 clusters
  Score: Raw -29162210.127193 + Penalty 6000.722714 = -29156209.404479
  nChanged 304
		SP:Iteration 22Q (105544.820000 sec): 3 clusters
  Score: Raw -29162300.858879 + Penalty 6000.722714 = -29156300.136165
  nChanged 264
		SP:Iteration 23Q (105546.290000 sec): 3 clusters
  Score: Raw -29162386.737904 + Penalty 6000.722714 = -29156386.015190
  nChanged 226
		SP:Iteration 24Q (105547.780000 sec): 3 clusters
  Score: Raw -29162448.913050 + Penalty 6000.722714 = -29156448.190336
  nChanged 179
		SP:Iteration 25Q (105549.250000 sec): 3 clusters
  Score: Raw -29162491.180312 + Penalty 6000.722714 = -29156490.457599
  nChanged 169
		SP:Iteration 26Q (105550.720000 sec): 3 clusters
  Score: Raw -29162526.733418 + Penalty 6000.722714 = -29156526.010704
  nChanged 151
		SP:Iteration 27Q (105552.200000 sec): 3 clusters
  Score: Raw -29162561.858385 + Penalty 6000.722714 = -29156561.135672
  nChanged 138
		SP:Iteration 28Q (105553.420000 sec): 3 clusters
  Score: Raw -29162593.276035 + Penalty 6000.722714 = -29156592.553322
  nChanged 121
		SP:Iteration 29Q (105554.780000 sec): 3 clusters
  Score: Raw -29162620.436009 + Penalty 6000.722714 = -29156619.713295
  nChanged 111
		SP:Iteration 30Q (105556.190000 sec): 3 clusters
  Score: Raw -29162640.259443 + Penalty 6000.722714 = -29156639.536729
  nChanged 95
		SP:Iteration 31Q (105557.560000 sec): 3 clusters
  Score: Raw -29162657.468517 + Penalty 6000.722714 = -29156656.745803
  nChanged 87
		SP:Iteration 32Q (105558.890000 sec): 3 clusters
  Score: Raw -29162672.894652 + Penalty 6000.722714 = -29156672.171939
  nChanged 83
		SP:Iteration 33Q (105560.180000 sec): 3 clusters
  Score: Raw -29162685.815820 + Penalty 6000.722714 = -29156685.093107
  nChanged 70
		SP:Iteration 34Q (105561.600000 sec): 3 clusters
  Score: Raw -29162698.040910 + Penalty 6000.722714 = -29156697.318196
  nChanged 70
		SP:Iteration 35Q (105562.960000 sec): 3 clusters
  Score: Raw -29162709.138027 + Penalty 6000.722714 = -29156708.415313
  nChanged 60
		SP:Iteration 36Q (105564.320000 sec): 3 clusters
  Score: Raw -29162719.001004 + Penalty 6000.722714 = -29156718.278290
  nChanged 60
		SP:Iteration 37Q (105565.700000 sec): 3 clusters
  Score: Raw -29162728.128449 + Penalty 6000.722714 = -29156727.405736
  nChanged 41
		SP:Iteration 38Q (105566.990000 sec): 3 clusters
  Score: Raw -29162733.510476 + Penalty 6000.722714 = -29156732.787763
  nChanged 33
		SP:Iteration 39Q (105568.270000 sec): 3 clusters
  Score: Raw -29162737.993945 + Penalty 6000.722714 = -29156737.271231
  nChanged 29
		SP:Iteration 40F (105569.580000 sec): 3 clusters
  Score: Raw -29162741.628362 + Penalty 6000.722714 = -29156740.905648
  nChanged 28
		SP:Iteration 41Q (105570.790000 sec): 3 clusters
  Score: Raw -29162745.971472 + Penalty 6000.722714 = -29156745.248758
  nChanged 25
		SP:Iteration 42Q (105572.100000 sec): 3 clusters
  Score: Raw -29162749.523128 + Penalty 6000.722714 = -29156748.800415
  nChanged 27
		SP:Iteration 43Q (105573.530000 sec): 3 clusters
  Score: Raw -29162752.893420 + Penalty 6000.722714 = -29156752.170706
  nChanged 25
		SP:Iteration 44Q (105574.790000 sec): 3 clusters
  Score: Raw -29162755.834142 + Penalty 6000.722714 = -29156755.111429
  nChanged 17
		SP:Iteration 45Q (105576.050000 sec): 3 clusters
  Score: Raw -29162757.705014 + Penalty 6000.722714 = -29156756.982300
  nChanged 15
		SP:Iteration 46Q (105577.420000 sec): 3 clusters
  Score: Raw -29162759.032267 + Penalty 6000.722714 = -29156758.309553
  nChanged 11
		SP:Iteration 47Q (105578.680000 sec): 3 clusters
  Score: Raw -29162760.166409 + Penalty 6000.722714 = -29156759.443696
  nChanged 9
		SP:Iteration 48Q (105579.980000 sec): 3 clusters
  Score: Raw -29162761.054586 + Penalty 6000.722714 = -29156760.331873
  nChanged 7
		SP:Iteration 49Q (105581.250000 sec): 3 clusters
  Score: Raw -29162761.722946 + Penalty 6000.722714 = -29156761.000232
  nChanged 4
		SP:Iteration 50Q (105582.510000 sec): 3 clusters
  Score: Raw -29162762.158142 + Penalty 6000.722714 = -29156761.435429
  nChanged 5
		SP:Iteration 51Q (105583.790000 sec): 3 clusters
  Score: Raw -29162762.748282 + Penalty 6000.722714 = -29156762.025569
  nChanged 4
		SP:Iteration 52Q (105585.010000 sec): 3 clusters
  Score: Raw -29162763.069528 + Penalty 6000.722714 = -29156762.346814
  nChanged 5
		SP:Iteration 53Q (105586.310000 sec): 3 clusters
  Score: Raw -29162763.666856 + Penalty 6000.722714 = -29156762.944142
  nChanged 4
		SP:Iteration 54Q (105587.580000 sec): 3 clusters
  Score: Raw -29162764.048214 + Penalty 6000.722714 = -29156763.325501
  nChanged 3
		SP:Iteration 55Q (105588.900000 sec): 3 clusters
  Score: Raw -29162764.352250 + Penalty 6000.722714 = -29156763.629536
  nChanged 0
		SP:Iteration 56F (105590.340000 sec): 3 clusters
  Score: Raw -29162764.352250 + Penalty 6000.722714 = -29156763.629536
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 27 (13606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105590.600000 sec): 2 clusters
  Score: Raw -2153232.906438 + Penalty 2360.530005 = -2150872.376433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105590.910000 sec): 3 clusters
  Score: Raw -2145607.527462 + Penalty 4721.060011 = -2140886.467451
  nChanged 5798
		SP:Iteration 1F (105591.210000 sec): 3 clusters
  Score: Raw -2148784.708323 + Penalty 4721.060011 = -2144063.648312
  nChanged 907
		SP:Iteration 2F (105591.470000 sec): 3 clusters
  Score: Raw -2149286.711491 + Penalty 4721.060011 = -2144565.651480
  nChanged 793
		SP:Iteration 3F (105591.720000 sec): 3 clusters
  Score: Raw -2149689.823597 + Penalty 4721.060011 = -2144968.763587
  nChanged 691
		SP:Iteration 4F (105592.020000 sec): 3 clusters
  Score: Raw -2150075.689017 + Penalty 4721.060011 = -2145354.629006
  nChanged 652
		SP:Iteration 5Q (105592.330000 sec): 3 clusters
  Score: Raw -2150468.692058 + Penalty 4721.060011 = -2145747.632047
  nChanged 698
		SP:Iteration 6F (105592.680000 sec): 3 clusters
  Score: Raw -2150927.192358 + Penalty 4721.060011 = -2146206.132347
  nChanged 715
		SP:Iteration 7F (105592.920000 sec): 3 clusters
  Score: Raw -2151498.959167 + Penalty 4721.060011 = -2146777.899156
  nChanged 763
		SP:Iteration 8F (105593.220000 sec): 3 clusters
  Score: Raw -2152174.486057 + Penalty 4721.060011 = -2147453.426046
  nChanged 723
		SP:Iteration 9F (105593.500000 sec): 3 clusters
  Score: Raw -2152873.304425 + Penalty 4721.060011 = -2148152.244414
  nChanged 691
		SP:Iteration 10F (105593.810000 sec): 3 clusters
  Score: Raw -2153577.062111 + Penalty 4721.060011 = -2148856.002100
  nChanged 620
		SP:Iteration 11Q (105594.080000 sec): 3 clusters
  Score: Raw -2154238.267694 + Penalty 4721.060011 = -2149517.207683
  nChanged 514
		SP:Iteration 12Q (105594.360000 sec): 3 clusters
  Score: Raw -2154732.075729 + Penalty 4721.060011 = -2150011.015718
  nChanged 394
		SP:Iteration 13Q (105594.600000 sec): 3 clusters
  Score: Raw -2155052.555123 + Penalty 4721.060011 = -2150331.495112
  nChanged 283
		SP:Iteration 14Q (105594.920000 sec): 3 clusters
  Score: Raw -2155257.817920 + Penalty 4721.060011 = -2150536.757909
  nChanged 202
		SP:Iteration 15Q (105595.150000 sec): 3 clusters
  Score: Raw -2155360.712057 + Penalty 4721.060011 = -2150639.652046
  nChanged 142
		SP:Iteration 16Q (105595.450000 sec): 3 clusters
  Score: Raw -2155426.730230 + Penalty 4721.060011 = -2150705.670219
  nChanged 126
		SP:Iteration 17Q (105595.660000 sec): 3 clusters
  Score: Raw -2155472.849458 + Penalty 4721.060011 = -2150751.789447
  nChanged 86
		SP:Iteration 18Q (105595.920000 sec): 3 clusters
  Score: Raw -2155501.694148 + Penalty 4721.060011 = -2150780.634137
  nChanged 84
		SP:Iteration 19Q (105596.160000 sec): 3 clusters
  Score: Raw -2155528.011004 + Penalty 4721.060011 = -2150806.950993
  nChanged 62
		SP:Iteration 20F (105596.420000 sec): 3 clusters
  Score: Raw -2155546.020541 + Penalty 4721.060011 = -2150824.960530
  nChanged 57
		SP:Iteration 21Q (105596.680000 sec): 3 clusters
  Score: Raw -2155565.399984 + Penalty 4721.060011 = -2150844.339973
  nChanged 64
		SP:Iteration 22Q (105596.920000 sec): 3 clusters
  Score: Raw -2155584.242286 + Penalty 4721.060011 = -2150863.182275
  nChanged 61
		SP:Iteration 23Q (105597.190000 sec): 3 clusters
  Score: Raw -2155602.999193 + Penalty 4721.060011 = -2150881.939182
  nChanged 58
		SP:Iteration 24Q (105597.420000 sec): 3 clusters
  Score: Raw -2155620.232320 + Penalty 4721.060011 = -2150899.172310
  nChanged 66
		SP:Iteration 25Q (105597.690000 sec): 3 clusters
  Score: Raw -2155640.453813 + Penalty 4721.060011 = -2150919.393802
  nChanged 63
		SP:Iteration 26Q (105597.930000 sec): 3 clusters
  Score: Raw -2155661.548092 + Penalty 4721.060011 = -2150940.488081
  nChanged 71
		SP:Iteration 27Q (105598.160000 sec): 3 clusters
  Score: Raw -2155684.991530 + Penalty 4721.060011 = -2150963.931519
  nChanged 57
		SP:Iteration 28Q (105598.420000 sec): 3 clusters
  Score: Raw -2155698.409997 + Penalty 4721.060011 = -2150977.349987
  nChanged 40
		SP:Iteration 29Q (105598.700000 sec): 3 clusters
  Score: Raw -2155709.379145 + Penalty 4721.060011 = -2150988.319134
  nChanged 44
		SP:Iteration 30Q (105599.010000 sec): 3 clusters
  Score: Raw -2155723.145665 + Penalty 4721.060011 = -2151002.085655
  nChanged 47
		SP:Iteration 31Q (105599.330000 sec): 3 clusters
  Score: Raw -2155735.419976 + Penalty 4721.060011 = -2151014.359965
  nChanged 46
		SP:Iteration 32Q (105599.680000 sec): 3 clusters
  Score: Raw -2155747.240501 + Penalty 4721.060011 = -2151026.180490
  nChanged 59
		SP:Iteration 33Q (105599.930000 sec): 3 clusters
  Score: Raw -2155762.857093 + Penalty 4721.060011 = -2151041.797082
  nChanged 54
		SP:Iteration 34Q (105600.260000 sec): 3 clusters
  Score: Raw -2155775.695261 + Penalty 4721.060011 = -2151054.635250
  nChanged 44
		SP:Iteration 35Q (105600.530000 sec): 3 clusters
  Score: Raw -2155785.561186 + Penalty 4721.060011 = -2151064.501175
  nChanged 38
		SP:Iteration 36Q (105600.830000 sec): 3 clusters
  Score: Raw -2155793.982129 + Penalty 4721.060011 = -2151072.922118
  nChanged 36
		SP:Iteration 37Q (105601.070000 sec): 3 clusters
  Score: Raw -2155800.955273 + Penalty 4721.060011 = -2151079.895263
  nChanged 29
		SP:Iteration 38Q (105601.330000 sec): 3 clusters
  Score: Raw -2155806.218190 + Penalty 4721.060011 = -2151085.158179
  nChanged 28
		SP:Iteration 39Q (105601.630000 sec): 3 clusters
  Score: Raw -2155810.803673 + Penalty 4721.060011 = -2151089.743663
  nChanged 19
		SP:Iteration 40F (105601.930000 sec): 3 clusters
  Score: Raw -2155814.477149 + Penalty 4721.060011 = -2151093.417138
  nChanged 19
		SP:Iteration 41Q (105602.250000 sec): 3 clusters
  Score: Raw -2155818.139242 + Penalty 4721.060011 = -2151097.079231
  nChanged 17
		SP:Iteration 42Q (105602.520000 sec): 3 clusters
  Score: Raw -2155820.972744 + Penalty 4721.060011 = -2151099.912733
  nChanged 15
		SP:Iteration 43Q (105602.780000 sec): 3 clusters
  Score: Raw -2155823.528844 + Penalty 4721.060011 = -2151102.468833
  nChanged 13
		SP:Iteration 44Q (105603.050000 sec): 3 clusters
  Score: Raw -2155825.695251 + Penalty 4721.060011 = -2151104.635240
  nChanged 6
		SP:Iteration 45Q (105603.320000 sec): 3 clusters
  Score: Raw -2155826.461193 + Penalty 4721.060011 = -2151105.401182
  nChanged 7
		SP:Iteration 46Q (105603.610000 sec): 3 clusters
  Score: Raw -2155827.427767 + Penalty 4721.060011 = -2151106.367756
  nChanged 5
		SP:Iteration 47Q (105603.900000 sec): 3 clusters
  Score: Raw -2155828.212506 + Penalty 4721.060011 = -2151107.152496
  nChanged 8
		SP:Iteration 48Q (105604.190000 sec): 3 clusters
  Score: Raw -2155829.769779 + Penalty 4721.060011 = -2151108.709768
  nChanged 5
		SP:Iteration 49Q (105604.470000 sec): 3 clusters
  Score: Raw -2155830.498045 + Penalty 4721.060011 = -2151109.438034
  nChanged 1
		SP:Iteration 50Q (105604.750000 sec): 3 clusters
  Score: Raw -2155830.546620 + Penalty 4721.060011 = -2151109.486609
  nChanged 0
		SP:Iteration 51F (105604.950000 sec): 3 clusters
  Score: Raw -2155830.546620 + Penalty 4721.060011 = -2151109.486609
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 28 (38566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105605.310000 sec): 2 clusters
  Score: Raw -5772445.360070 + Penalty 2618.911332 = -5769826.448738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105605.750000 sec): 3 clusters
  Score: Raw -5749186.869122 + Penalty 5237.822664 = -5743949.046459
  nChanged 17546
		SP:Iteration 1F (105606.250000 sec): 3 clusters
  Score: Raw -5760334.548128 + Penalty 5237.822664 = -5755096.725464
  nChanged 2825
		SP:Iteration 2F (105606.690000 sec): 3 clusters
  Score: Raw -5762685.952870 + Penalty 5237.822664 = -5757448.130207
  nChanged 3104
		SP:Iteration 3F (105607.090000 sec): 3 clusters
  Score: Raw -5765317.010079 + Penalty 5237.822664 = -5760079.187415
  nChanged 3016
		SP:Iteration 4F (105607.500000 sec): 3 clusters
  Score: Raw -5767676.172074 + Penalty 5237.822664 = -5762438.349410
  nChanged 2674
		SP:Iteration 5F (105607.930000 sec): 3 clusters
  Score: Raw -5769412.298360 + Penalty 5237.822664 = -5764174.475696
  nChanged 2088
		SP:Iteration 6F (105608.380000 sec): 3 clusters
  Score: Raw -5770579.127553 + Penalty 5237.822664 = -5765341.304889
  nChanged 1530
		SP:Iteration 7Q (105608.820000 sec): 3 clusters
  Score: Raw -5771451.820178 + Penalty 5237.822664 = -5766213.997514
  nChanged 1296
		SP:Iteration 8Q (105609.310000 sec): 3 clusters
  Score: Raw -5772195.796593 + Penalty 5237.822664 = -5766957.973930
  nChanged 1087
		SP:Iteration 9Q (105609.720000 sec): 3 clusters
  Score: Raw -5772750.695682 + Penalty 5237.822664 = -5767512.873018
  nChanged 852
		SP:Iteration 10Q (105610.120000 sec): 3 clusters
  Score: Raw -5773107.072803 + Penalty 5237.822664 = -5767869.250139
  nChanged 685
		SP:Iteration 11Q (105610.620000 sec): 3 clusters
  Score: Raw -5773326.871479 + Penalty 5237.822664 = -5768089.048815
  nChanged 520
		SP:Iteration 12Q (105611.110000 sec): 3 clusters
  Score: Raw -5773479.704608 + Penalty 5237.822664 = -5768241.881944
  nChanged 451
		SP:Iteration 13Q (105611.550000 sec): 3 clusters
  Score: Raw -5773615.433619 + Penalty 5237.822664 = -5768377.610955
  nChanged 441
		SP:Iteration 14Q (105612.030000 sec): 3 clusters
  Score: Raw -5773749.652297 + Penalty 5237.822664 = -5768511.829633
  nChanged 428
		SP:Iteration 15Q (105612.390000 sec): 3 clusters
  Score: Raw -5773891.020492 + Penalty 5237.822664 = -5768653.197829
  nChanged 434
		SP:Iteration 16Q (105612.810000 sec): 3 clusters
  Score: Raw -5774019.265948 + Penalty 5237.822664 = -5768781.443284
  nChanged 405
		SP:Iteration 17Q (105613.250000 sec): 3 clusters
  Score: Raw -5774133.579253 + Penalty 5237.822664 = -5768895.756589
  nChanged 386
		SP:Iteration 18Q (105613.710000 sec): 3 clusters
  Score: Raw -5774244.646204 + Penalty 5237.822664 = -5769006.823540
  nChanged 409
		SP:Iteration 19Q (105614.180000 sec): 3 clusters
  Score: Raw -5774361.505379 + Penalty 5237.822664 = -5769123.682715
  nChanged 394
		SP:Iteration 20F (105614.730000 sec): 3 clusters
  Score: Raw -5774485.834762 + Penalty 5237.822664 = -5769248.012098
  nChanged 372
		SP:Iteration 21Q (105615.110000 sec): 3 clusters
  Score: Raw -5774607.217440 + Penalty 5237.822664 = -5769369.394776
  nChanged 384
		SP:Iteration 22Q (105615.560000 sec): 3 clusters
  Score: Raw -5774738.280230 + Penalty 5237.822664 = -5769500.457567
  nChanged 361
		SP:Iteration 23Q (105616.010000 sec): 3 clusters
  Score: Raw -5774866.792437 + Penalty 5237.822664 = -5769628.969774
  nChanged 362
		SP:Iteration 24Q (105616.410000 sec): 3 clusters
  Score: Raw -5774990.877939 + Penalty 5237.822664 = -5769753.055275
  nChanged 347
		SP:Iteration 25Q (105616.870000 sec): 3 clusters
  Score: Raw -5775120.939022 + Penalty 5237.822664 = -5769883.116358
  nChanged 363
		SP:Iteration 26Q (105617.330000 sec): 3 clusters
  Score: Raw -5775265.701723 + Penalty 5237.822664 = -5770027.879059
  nChanged 366
		SP:Iteration 27Q (105617.750000 sec): 3 clusters
  Score: Raw -5775453.364175 + Penalty 5237.822664 = -5770215.541512
  nChanged 363
		SP:Iteration 28Q (105618.170000 sec): 3 clusters
  Score: Raw -5775683.338393 + Penalty 5237.822664 = -5770445.515730
  nChanged 323
		SP:Iteration 29Q (105618.600000 sec): 3 clusters
  Score: Raw -5775887.348700 + Penalty 5237.822664 = -5770649.526037
  nChanged 267
		SP:Iteration 30Q (105619.040000 sec): 3 clusters
  Score: Raw -5776029.572652 + Penalty 5237.822664 = -5770791.749988
  nChanged 225
		SP:Iteration 31Q (105619.470000 sec): 3 clusters
  Score: Raw -5776134.741685 + Penalty 5237.822664 = -5770896.919022
  nChanged 184
		SP:Iteration 32Q (105619.870000 sec): 3 clusters
  Score: Raw -5776194.548215 + Penalty 5237.822664 = -5770956.725551
  nChanged 135
		SP:Iteration 33Q (105620.300000 sec): 3 clusters
  Score: Raw -5776227.156523 + Penalty 5237.822664 = -5770989.333860
  nChanged 78
		SP:Iteration 34Q (105620.730000 sec): 3 clusters
  Score: Raw -5776243.215234 + Penalty 5237.822664 = -5771005.392570
  nChanged 56
		SP:Iteration 35Q (105621.180000 sec): 3 clusters
  Score: Raw -5776254.490944 + Penalty 5237.822664 = -5771016.668280
  nChanged 57
		SP:Iteration 36Q (105621.630000 sec): 3 clusters
  Score: Raw -5776265.515625 + Penalty 5237.822664 = -5771027.692961
  nChanged 58
		SP:Iteration 37Q (105621.980000 sec): 3 clusters
  Score: Raw -5776276.108597 + Penalty 5237.822664 = -5771038.285933
  nChanged 52
		SP:Iteration 38Q (105622.350000 sec): 3 clusters
  Score: Raw -5776285.091244 + Penalty 5237.822664 = -5771047.268580
  nChanged 32
		SP:Iteration 39Q (105622.710000 sec): 3 clusters
  Score: Raw -5776289.551096 + Penalty 5237.822664 = -5771051.728432
  nChanged 25
		SP:Iteration 40F (105623.130000 sec): 3 clusters
  Score: Raw -5776294.005075 + Penalty 5237.822664 = -5771056.182411
  nChanged 19
		SP:Iteration 41Q (105623.610000 sec): 3 clusters
  Score: Raw -5776296.384653 + Penalty 5237.822664 = -5771058.561989
  nChanged 17
		SP:Iteration 42Q (105624.090000 sec): 3 clusters
  Score: Raw -5776298.187058 + Penalty 5237.822664 = -5771060.364394
  nChanged 8
		SP:Iteration 43Q (105624.490000 sec): 3 clusters
  Score: Raw -5776298.770364 + Penalty 5237.822664 = -5771060.947700
  nChanged 4
		SP:Iteration 44Q (105624.850000 sec): 3 clusters
  Score: Raw -5776299.197729 + Penalty 5237.822664 = -5771061.375065
  nChanged 3
		SP:Iteration 45Q (105625.220000 sec): 3 clusters
  Score: Raw -5776299.493482 + Penalty 5237.822664 = -5771061.670818
  nChanged 5
		SP:Iteration 46Q (105625.620000 sec): 3 clusters
  Score: Raw -5776300.111097 + Penalty 5237.822664 = -5771062.288434
  nChanged 4
		SP:Iteration 47Q (105626.090000 sec): 3 clusters
  Score: Raw -5776300.561335 + Penalty 5237.822664 = -5771062.738671
  nChanged 5
		SP:Iteration 48Q (105626.500000 sec): 3 clusters
  Score: Raw -5776300.964529 + Penalty 5237.822664 = -5771063.141865
  nChanged 3
		SP:Iteration 49Q (105626.930000 sec): 3 clusters
  Score: Raw -5776301.592725 + Penalty 5237.822664 = -5771063.770061
  nChanged 2
		SP:Iteration 50Q (105627.340000 sec): 3 clusters
  Score: Raw -5776301.728661 + Penalty 5237.822664 = -5771063.905997
  nChanged 1
		SP:Iteration 51Q (105627.790000 sec): 3 clusters
  Score: Raw -5776301.821591 + Penalty 5237.822664 = -5771063.998927
  nChanged 1
		SP:Iteration 52Q (105628.250000 sec): 3 clusters
  Score: Raw -5776301.914824 + Penalty 5237.822664 = -5771064.092160
  nChanged 0
		SP:Iteration 53F (105628.630000 sec): 3 clusters
  Score: Raw -5776301.914824 + Penalty 5237.822664 = -5771064.092160
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 29 (25523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105628.930000 sec): 2 clusters
  Score: Raw -3949341.523007 + Penalty 2516.539151 = -3946824.983857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105629.270000 sec): 3 clusters
  Score: Raw -3934371.226167 + Penalty 5033.078302 = -3929338.147865
  nChanged 11374
		SP:Iteration 1F (105629.630000 sec): 3 clusters
  Score: Raw -3940713.239305 + Penalty 5033.078302 = -3935680.161003
  nChanged 1588
		SP:Iteration 2F (105630.060000 sec): 3 clusters
  Score: Raw -3941700.906068 + Penalty 5033.078302 = -3936667.827766
  nChanged 1703
		SP:Iteration 3F (105630.440000 sec): 3 clusters
  Score: Raw -3943129.161968 + Penalty 5033.078302 = -3938096.083666
  nChanged 1944
		SP:Iteration 4F (105630.800000 sec): 3 clusters
  Score: Raw -3945045.439308 + Penalty 5033.078302 = -3940012.361007
  nChanged 2249
		SP:Iteration 5F (105631.120000 sec): 3 clusters
  Score: Raw -3947098.671492 + Penalty 5033.078302 = -3942065.593190
  nChanged 2093
		SP:Iteration 6F (105631.470000 sec): 3 clusters
  Score: Raw -3948772.240771 + Penalty 5033.078302 = -3943739.162469
  nChanged 1620
		SP:Iteration 7F (105631.850000 sec): 3 clusters
  Score: Raw -3949860.914704 + Penalty 5033.078302 = -3944827.836402
  nChanged 1266
		SP:Iteration 8Q (105632.260000 sec): 3 clusters
  Score: Raw -3950587.300419 + Penalty 5033.078302 = -3945554.222118
  nChanged 930
		SP:Iteration 9Q (105632.620000 sec): 3 clusters
  Score: Raw -3951062.268830 + Penalty 5033.078302 = -3946029.190529
  nChanged 705
		SP:Iteration 10Q (105632.990000 sec): 3 clusters
  Score: Raw -3951402.639193 + Penalty 5033.078302 = -3946369.560891
  nChanged 624
		SP:Iteration 11Q (105633.390000 sec): 3 clusters
  Score: Raw -3951662.301600 + Penalty 5033.078302 = -3946629.223299
  nChanged 497
		SP:Iteration 12Q (105633.780000 sec): 3 clusters
  Score: Raw -3951847.608850 + Penalty 5033.078302 = -3946814.530549
  nChanged 462
		SP:Iteration 13Q (105634.160000 sec): 3 clusters
  Score: Raw -3952037.203022 + Penalty 5033.078302 = -3947004.124721
  nChanged 428
		SP:Iteration 14Q (105634.570000 sec): 3 clusters
  Score: Raw -3952208.003298 + Penalty 5033.078302 = -3947174.924997
  nChanged 453
		SP:Iteration 15Q (105634.950000 sec): 3 clusters
  Score: Raw -3952395.287617 + Penalty 5033.078302 = -3947362.209316
  nChanged 465
		SP:Iteration 16Q (105635.300000 sec): 3 clusters
  Score: Raw -3952583.223912 + Penalty 5033.078302 = -3947550.145610
  nChanged 445
		SP:Iteration 17Q (105635.630000 sec): 3 clusters
  Score: Raw -3952754.537023 + Penalty 5033.078302 = -3947721.458721
  nChanged 431
		SP:Iteration 18Q (105636.030000 sec): 3 clusters
  Score: Raw -3952899.406312 + Penalty 5033.078302 = -3947866.328011
  nChanged 407
		SP:Iteration 19Q (105636.350000 sec): 3 clusters
  Score: Raw -3953029.838748 + Penalty 5033.078302 = -3947996.760447
  nChanged 356
		SP:Iteration 20F (105636.750000 sec): 3 clusters
  Score: Raw -3953149.030689 + Penalty 5033.078302 = -3948115.952387
  nChanged 357
		SP:Iteration 21Q (105637.100000 sec): 3 clusters
  Score: Raw -3953255.371789 + Penalty 5033.078302 = -3948222.293487
  nChanged 327
		SP:Iteration 22Q (105637.470000 sec): 3 clusters
  Score: Raw -3953342.000960 + Penalty 5033.078302 = -3948308.922658
  nChanged 292
		SP:Iteration 23Q (105637.840000 sec): 3 clusters
  Score: Raw -3953410.090729 + Penalty 5033.078302 = -3948377.012428
  nChanged 277
		SP:Iteration 24Q (105638.220000 sec): 3 clusters
  Score: Raw -3953474.233572 + Penalty 5033.078302 = -3948441.155270
  nChanged 235
		SP:Iteration 25Q (105638.530000 sec): 3 clusters
  Score: Raw -3953521.130106 + Penalty 5033.078302 = -3948488.051804
  nChanged 223
		SP:Iteration 26Q (105638.870000 sec): 3 clusters
  Score: Raw -3953560.217739 + Penalty 5033.078302 = -3948527.139437
  nChanged 185
		SP:Iteration 27Q (105639.300000 sec): 3 clusters
  Score: Raw -3953593.253216 + Penalty 5033.078302 = -3948560.174914
  nChanged 181
		SP:Iteration 28Q (105639.670000 sec): 3 clusters
  Score: Raw -3953623.962751 + Penalty 5033.078302 = -3948590.884450
  nChanged 167
		SP:Iteration 29Q (105640.030000 sec): 3 clusters
  Score: Raw -3953652.816547 + Penalty 5033.078302 = -3948619.738245
  nChanged 157
		SP:Iteration 30Q (105640.410000 sec): 3 clusters
  Score: Raw -3953681.642544 + Penalty 5033.078302 = -3948648.564242
  nChanged 152
		SP:Iteration 31Q (105640.780000 sec): 3 clusters
  Score: Raw -3953709.375114 + Penalty 5033.078302 = -3948676.296813
  nChanged 136
		SP:Iteration 32Q (105641.190000 sec): 3 clusters
  Score: Raw -3953732.194522 + Penalty 5033.078302 = -3948699.116221
  nChanged 123
		SP:Iteration 33Q (105641.600000 sec): 3 clusters
  Score: Raw -3953753.252581 + Penalty 5033.078302 = -3948720.174280
  nChanged 112
		SP:Iteration 34Q (105642.010000 sec): 3 clusters
  Score: Raw -3953771.225958 + Penalty 5033.078302 = -3948738.147657
  nChanged 120
		SP:Iteration 35Q (105642.410000 sec): 3 clusters
  Score: Raw -3953791.340689 + Penalty 5033.078302 = -3948758.262388
  nChanged 113
		SP:Iteration 36Q (105642.830000 sec): 3 clusters
  Score: Raw -3953810.451203 + Penalty 5033.078302 = -3948777.372902
  nChanged 108
		SP:Iteration 37Q (105643.230000 sec): 3 clusters
  Score: Raw -3953828.689627 + Penalty 5033.078302 = -3948795.611326
  nChanged 106
		SP:Iteration 38Q (105643.650000 sec): 3 clusters
  Score: Raw -3953847.326346 + Penalty 5033.078302 = -3948814.248045
  nChanged 105
		SP:Iteration 39Q (105644.050000 sec): 3 clusters
  Score: Raw -3953863.694113 + Penalty 5033.078302 = -3948830.615811
  nChanged 78
		SP:Iteration 40F (105644.470000 sec): 3 clusters
  Score: Raw -3953874.368078 + Penalty 5033.078302 = -3948841.289777
  nChanged 62
		SP:Iteration 41Q (105644.870000 sec): 3 clusters
  Score: Raw -3953881.016934 + Penalty 5033.078302 = -3948847.938633
  nChanged 63
		SP:Iteration 42Q (105645.280000 sec): 3 clusters
  Score: Raw -3953888.707427 + Penalty 5033.078302 = -3948855.629125
  nChanged 69
		SP:Iteration 43Q (105645.690000 sec): 3 clusters
  Score: Raw -3953896.144037 + Penalty 5033.078302 = -3948863.065736
  nChanged 58
		SP:Iteration 44Q (105646.110000 sec): 3 clusters
  Score: Raw -3953902.885035 + Penalty 5033.078302 = -3948869.806733
  nChanged 65
		SP:Iteration 45Q (105646.520000 sec): 3 clusters
  Score: Raw -3953910.784420 + Penalty 5033.078302 = -3948877.706119
  nChanged 68
		SP:Iteration 46Q (105646.920000 sec): 3 clusters
  Score: Raw -3953918.413721 + Penalty 5033.078302 = -3948885.335419
  nChanged 62
		SP:Iteration 47Q (105647.300000 sec): 3 clusters
  Score: Raw -3953925.187846 + Penalty 5033.078302 = -3948892.109544
  nChanged 56
		SP:Iteration 48Q (105647.670000 sec): 3 clusters
  Score: Raw -3953931.972480 + Penalty 5033.078302 = -3948898.894179
  nChanged 53
		SP:Iteration 49Q (105648.010000 sec): 3 clusters
  Score: Raw -3953937.858110 + Penalty 5033.078302 = -3948904.779808
  nChanged 53
		SP:Iteration 50Q (105648.350000 sec): 3 clusters
  Score: Raw -3953944.143352 + Penalty 5033.078302 = -3948911.065050
  nChanged 47
		SP:Iteration 51Q (105648.720000 sec): 3 clusters
  Score: Raw -3953948.773753 + Penalty 5033.078302 = -3948915.695452
  nChanged 40
		SP:Iteration 52Q (105649.050000 sec): 3 clusters
  Score: Raw -3953953.049534 + Penalty 5033.078302 = -3948919.971233
  nChanged 38
		SP:Iteration 53Q (105649.390000 sec): 3 clusters
  Score: Raw -3953956.681434 + Penalty 5033.078302 = -3948923.603132
  nChanged 30
		SP:Iteration 54Q (105649.810000 sec): 3 clusters
  Score: Raw -3953959.879936 + Penalty 5033.078302 = -3948926.801635
  nChanged 29
		SP:Iteration 55Q (105650.150000 sec): 3 clusters
  Score: Raw -3953962.704614 + Penalty 5033.078302 = -3948929.626313
  nChanged 32
		SP:Iteration 56Q (105650.490000 sec): 3 clusters
  Score: Raw -3953965.841303 + Penalty 5033.078302 = -3948932.763002
  nChanged 28
		SP:Iteration 57Q (105650.830000 sec): 3 clusters
  Score: Raw -3953968.685471 + Penalty 5033.078302 = -3948935.607169
  nChanged 25
		SP:Iteration 58Q (105651.160000 sec): 3 clusters
  Score: Raw -3953971.033745 + Penalty 5033.078302 = -3948937.955443
  nChanged 25
		SP:Iteration 59Q (105651.500000 sec): 3 clusters
  Score: Raw -3953973.391361 + Penalty 5033.078302 = -3948940.313059
  nChanged 24
		SP:Iteration 60F (105651.920000 sec): 3 clusters
  Score: Raw -3953975.774123 + Penalty 5033.078302 = -3948942.695821
  nChanged 28
		SP:Iteration 61Q (105652.260000 sec): 3 clusters
  Score: Raw -3953978.504824 + Penalty 5033.078302 = -3948945.426522
  nChanged 26
		SP:Iteration 62Q (105652.640000 sec): 3 clusters
  Score: Raw -3953981.132199 + Penalty 5033.078302 = -3948948.053897
  nChanged 20
		SP:Iteration 63Q (105653.050000 sec): 3 clusters
  Score: Raw -3953983.023803 + Penalty 5033.078302 = -3948949.945501
  nChanged 23
		SP:Iteration 64Q (105653.400000 sec): 3 clusters
  Score: Raw -3953985.134149 + Penalty 5033.078302 = -3948952.055848
  nChanged 22
		SP:Iteration 65Q (105653.780000 sec): 3 clusters
  Score: Raw -3953987.047753 + Penalty 5033.078302 = -3948953.969452
  nChanged 22
		SP:Iteration 66Q (105654.150000 sec): 3 clusters
  Score: Raw -3953989.041937 + Penalty 5033.078302 = -3948955.963635
  nChanged 19
		SP:Iteration 67Q (105654.530000 sec): 3 clusters
  Score: Raw -3953990.577819 + Penalty 5033.078302 = -3948957.499518
  nChanged 19
		SP:Iteration 68Q (105654.870000 sec): 3 clusters
  Score: Raw -3953992.827675 + Penalty 5033.078302 = -3948959.749373
  nChanged 25
		SP:Iteration 69Q (105655.210000 sec): 3 clusters
  Score: Raw -3953995.241906 + Penalty 5033.078302 = -3948962.163605
  nChanged 16
		SP:Iteration 70Q (105655.590000 sec): 3 clusters
  Score: Raw -3953996.690724 + Penalty 5033.078302 = -3948963.612422
  nChanged 14
		SP:Iteration 71Q (105655.990000 sec): 3 clusters
  Score: Raw -3953998.057250 + Penalty 5033.078302 = -3948964.978948
  nChanged 15
		SP:Iteration 72Q (105656.330000 sec): 3 clusters
  Score: Raw -3953999.441256 + Penalty 5033.078302 = -3948966.362954
  nChanged 15
		SP:Iteration 73Q (105656.690000 sec): 3 clusters
  Score: Raw -3954000.764900 + Penalty 5033.078302 = -3948967.686598
  nChanged 22
		SP:Iteration 74Q (105657.070000 sec): 3 clusters
  Score: Raw -3954002.948745 + Penalty 5033.078302 = -3948969.870444
  nChanged 21
		SP:Iteration 75Q (105657.450000 sec): 3 clusters
  Score: Raw -3954005.081805 + Penalty 5033.078302 = -3948972.003504
  nChanged 24
		SP:Iteration 76Q (105657.760000 sec): 3 clusters
  Score: Raw -3954007.545799 + Penalty 5033.078302 = -3948974.467498
  nChanged 23
		SP:Iteration 77Q (105658.070000 sec): 3 clusters
  Score: Raw -3954009.406992 + Penalty 5033.078302 = -3948976.328690
  nChanged 14
		SP:Iteration 78Q (105658.400000 sec): 3 clusters
  Score: Raw -3954010.527031 + Penalty 5033.078302 = -3948977.448729
  nChanged 13
		SP:Iteration 79Q (105658.830000 sec): 3 clusters
  Score: Raw -3954011.569319 + Penalty 5033.078302 = -3948978.491017
  nChanged 16
		SP:Iteration 80F (105659.180000 sec): 3 clusters
  Score: Raw -3954013.303073 + Penalty 5033.078302 = -3948980.224772
  nChanged 22
		SP:Iteration 81Q (105659.520000 sec): 3 clusters
  Score: Raw -3954015.616742 + Penalty 5033.078302 = -3948982.538441
  nChanged 22
		SP:Iteration 82Q (105659.810000 sec): 3 clusters
  Score: Raw -3954017.681472 + Penalty 5033.078302 = -3948984.603170
  nChanged 17
		SP:Iteration 83Q (105660.150000 sec): 3 clusters
  Score: Raw -3954019.317142 + Penalty 5033.078302 = -3948986.238841
  nChanged 16
		SP:Iteration 84Q (105660.480000 sec): 3 clusters
  Score: Raw -3954020.948084 + Penalty 5033.078302 = -3948987.869782
  nChanged 22
		SP:Iteration 85Q (105660.810000 sec): 3 clusters
  Score: Raw -3954023.088749 + Penalty 5033.078302 = -3948990.010447
  nChanged 18
		SP:Iteration 86Q (105661.180000 sec): 3 clusters
  Score: Raw -3954025.021244 + Penalty 5033.078302 = -3948991.942942
  nChanged 21
		SP:Iteration 87Q (105661.470000 sec): 3 clusters
  Score: Raw -3954026.768436 + Penalty 5033.078302 = -3948993.690135
  nChanged 17
		SP:Iteration 88Q (105661.800000 sec): 3 clusters
  Score: Raw -3954028.238149 + Penalty 5033.078302 = -3948995.159847
  nChanged 16
		SP:Iteration 89Q (105662.150000 sec): 3 clusters
  Score: Raw -3954029.669124 + Penalty 5033.078302 = -3948996.590822
  nChanged 12
		SP:Iteration 90Q (105662.480000 sec): 3 clusters
  Score: Raw -3954030.598144 + Penalty 5033.078302 = -3948997.519842
  nChanged 11
		SP:Iteration 91Q (105662.820000 sec): 3 clusters
  Score: Raw -3954031.358922 + Penalty 5033.078302 = -3948998.280620
  nChanged 9
		SP:Iteration 92Q (105663.170000 sec): 3 clusters
  Score: Raw -3954032.113826 + Penalty 5033.078302 = -3948999.035525
  nChanged 11
		SP:Iteration 93Q (105663.530000 sec): 3 clusters
  Score: Raw -3954032.994492 + Penalty 5033.078302 = -3948999.916190
  nChanged 9
		SP:Iteration 94Q (105663.930000 sec): 3 clusters
  Score: Raw -3954033.751681 + Penalty 5033.078302 = -3949000.673379
  nChanged 11
		SP:Iteration 95Q (105664.200000 sec): 3 clusters
  Score: Raw -3954034.630550 + Penalty 5033.078302 = -3949001.552248
  nChanged 7
		SP:Iteration 96Q (105664.540000 sec): 3 clusters
  Score: Raw -3954035.224931 + Penalty 5033.078302 = -3949002.146629
  nChanged 6
		SP:Iteration 97Q (105664.890000 sec): 3 clusters
  Score: Raw -3954035.863056 + Penalty 5033.078302 = -3949002.784754
  nChanged 5
		SP:Iteration 98Q (105665.170000 sec): 3 clusters
  Score: Raw -3954036.241936 + Penalty 5033.078302 = -3949003.163635
  nChanged 7
		SP:Iteration 99Q (105665.500000 sec): 3 clusters
  Score: Raw -3954037.000857 + Penalty 5033.078302 = -3949003.922555
  nChanged 6
		SP:Iteration 100F (105665.820000 sec): 3 clusters
  Score: Raw -3954037.474170 + Penalty 5033.078302 = -3949004.395868
  nChanged 9
		SP:Iteration 101Q (105666.130000 sec): 3 clusters
  Score: Raw -3954038.111003 + Penalty 5033.078302 = -3949005.032702
  nChanged 11
		SP:Iteration 102Q (105666.490000 sec): 3 clusters
  Score: Raw -3954039.050643 + Penalty 5033.078302 = -3949005.972341
  nChanged 9
		SP:Iteration 103Q (105666.780000 sec): 3 clusters
  Score: Raw -3954039.787255 + Penalty 5033.078302 = -3949006.708954
  nChanged 8
		SP:Iteration 104Q (105667.130000 sec): 3 clusters
  Score: Raw -3954040.423198 + Penalty 5033.078302 = -3949007.344897
  nChanged 6
		SP:Iteration 105Q (105667.500000 sec): 3 clusters
  Score: Raw -3954040.782512 + Penalty 5033.078302 = -3949007.704211
  nChanged 5
		SP:Iteration 106Q (105667.840000 sec): 3 clusters
  Score: Raw -3954041.161577 + Penalty 5033.078302 = -3949008.083276
  nChanged 4
		SP:Iteration 107Q (105668.170000 sec): 3 clusters
  Score: Raw -3954041.369614 + Penalty 5033.078302 = -3949008.291312
  nChanged 0
		SP:Iteration 108F (105668.540000 sec): 3 clusters
  Score: Raw -3954041.369614 + Penalty 5033.078302 = -3949008.291312
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 30 (17191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105668.770000 sec): 2 clusters
  Score: Raw -2599223.153588 + Penalty 2418.531035 = -2596804.622553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105669.060000 sec): 3 clusters
  Score: Raw -2589392.994677 + Penalty 4837.062070 = -2584555.932607
  nChanged 7583
		SP:Iteration 1F (105669.390000 sec): 3 clusters
  Score: Raw -2594883.950839 + Penalty 4837.062070 = -2590046.888769
  nChanged 1720
		SP:Iteration 2F (105669.710000 sec): 3 clusters
  Score: Raw -2597540.191283 + Penalty 4837.062070 = -2592703.129213
  nChanged 2007
		SP:Iteration 3F (105670.010000 sec): 3 clusters
  Score: Raw -2601041.802384 + Penalty 4837.062070 = -2596204.740314
  nChanged 1795
		SP:Iteration 4F (105670.230000 sec): 3 clusters
  Score: Raw -2603383.872641 + Penalty 4837.062070 = -2598546.810571
  nChanged 1219
		SP:Iteration 5F (105670.540000 sec): 3 clusters
  Score: Raw -2604304.783218 + Penalty 4837.062070 = -2599467.721148
  nChanged 666
		SP:Iteration 6Q (105670.790000 sec): 3 clusters
  Score: Raw -2604609.356691 + Penalty 4837.062070 = -2599772.294622
  nChanged 379
		SP:Iteration 7Q (105671.150000 sec): 3 clusters
  Score: Raw -2604754.871105 + Penalty 4837.062070 = -2599917.809036
  nChanged 270
		SP:Iteration 8Q (105671.460000 sec): 3 clusters
  Score: Raw -2604870.131206 + Penalty 4837.062070 = -2600033.069136
  nChanged 250
		SP:Iteration 9Q (105671.780000 sec): 3 clusters
  Score: Raw -2604972.485171 + Penalty 4837.062070 = -2600135.423101
  nChanged 242
		SP:Iteration 10Q (105672.070000 sec): 3 clusters
  Score: Raw -2605058.208700 + Penalty 4837.062070 = -2600221.146630
  nChanged 224
		SP:Iteration 11Q (105672.360000 sec): 3 clusters
  Score: Raw -2605124.810412 + Penalty 4837.062070 = -2600287.748342
  nChanged 211
		SP:Iteration 12Q (105672.620000 sec): 3 clusters
  Score: Raw -2605197.234624 + Penalty 4837.062070 = -2600360.172554
  nChanged 232
		SP:Iteration 13Q (105672.940000 sec): 3 clusters
  Score: Raw -2605280.613926 + Penalty 4837.062070 = -2600443.551856
  nChanged 259
		SP:Iteration 14Q (105673.240000 sec): 3 clusters
  Score: Raw -2605374.010602 + Penalty 4837.062070 = -2600536.948532
  nChanged 268
		SP:Iteration 15Q (105673.480000 sec): 3 clusters
  Score: Raw -2605489.510041 + Penalty 4837.062070 = -2600652.447972
  nChanged 286
		SP:Iteration 16Q (105673.740000 sec): 3 clusters
  Score: Raw -2605635.856926 + Penalty 4837.062070 = -2600798.794856
  nChanged 296
		SP:Iteration 17Q (105674.030000 sec): 3 clusters
  Score: Raw -2605799.335238 + Penalty 4837.062070 = -2600962.273168
  nChanged 299
		SP:Iteration 18Q (105674.360000 sec): 3 clusters
  Score: Raw -2606017.208469 + Penalty 4837.062070 = -2601180.146399
  nChanged 314
		SP:Iteration 19Q (105674.660000 sec): 3 clusters
  Score: Raw -2606282.591096 + Penalty 4837.062070 = -2601445.529026
  nChanged 256
		SP:Iteration 20F (105674.980000 sec): 3 clusters
  Score: Raw -2606598.777731 + Penalty 4837.062070 = -2601761.715661
  nChanged 226
		SP:Iteration 21Q (105675.240000 sec): 3 clusters
  Score: Raw -2606956.569302 + Penalty 4837.062070 = -2602119.507232
  nChanged 160
		SP:Iteration 22Q (105675.540000 sec): 3 clusters
  Score: Raw -2607068.336900 + Penalty 4837.062070 = -2602231.274830
  nChanged 69
		SP:Iteration 23Q (105675.720000 sec): 3 clusters
  Score: Raw -2607086.430428 + Penalty 4837.062070 = -2602249.368358
  nChanged 30
		SP:Iteration 24Q (105675.980000 sec): 3 clusters
  Score: Raw -2607092.166181 + Penalty 4837.062070 = -2602255.104111
  nChanged 16
		SP:Iteration 25Q (105676.230000 sec): 3 clusters
  Score: Raw -2607095.836634 + Penalty 4837.062070 = -2602258.774564
  nChanged 10
		SP:Iteration 26Q (105676.420000 sec): 3 clusters
  Score: Raw -2607096.924193 + Penalty 4837.062070 = -2602259.862123
  nChanged 3
		SP:Iteration 27Q (105676.620000 sec): 3 clusters
  Score: Raw -2607097.385203 + Penalty 4837.062070 = -2602260.323133
  nChanged 1
		SP:Iteration 28Q (105676.800000 sec): 3 clusters
  Score: Raw -2607097.505967 + Penalty 4837.062070 = -2602260.443897
  nChanged 0
		SP:Iteration 29F (105677.040000 sec): 3 clusters
  Score: Raw -2607097.505967 + Penalty 4837.062070 = -2602260.443897
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 31 (19504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105677.240000 sec): 2 clusters
  Score: Raw -2964709.045349 + Penalty 2449.836963 = -2962259.208385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105677.460000 sec): 3 clusters
  Score: Raw -2953461.390969 + Penalty 4899.673926 = -2948561.717042
  nChanged 8526
		SP:Iteration 1F (105677.710000 sec): 3 clusters
  Score: Raw -2958498.711634 + Penalty 4899.673926 = -2953599.037707
  nChanged 1626
		SP:Iteration 2F (105678.010000 sec): 3 clusters
  Score: Raw -2959876.301479 + Penalty 4899.673926 = -2954976.627553
  nChanged 1718
		SP:Iteration 3F (105678.330000 sec): 3 clusters
  Score: Raw -2961542.050237 + Penalty 4899.673926 = -2956642.376310
  nChanged 1675
		SP:Iteration 4F (105678.580000 sec): 3 clusters
  Score: Raw -2962996.412166 + Penalty 4899.673926 = -2958096.738240
  nChanged 1384
		SP:Iteration 5F (105678.890000 sec): 3 clusters
  Score: Raw -2963999.825554 + Penalty 4899.673926 = -2959100.151628
  nChanged 1062
		SP:Iteration 6F (105679.280000 sec): 3 clusters
  Score: Raw -2964679.288950 + Penalty 4899.673926 = -2959779.615024
  nChanged 806
		SP:Iteration 7Q (105679.600000 sec): 3 clusters
  Score: Raw -2965119.925551 + Penalty 4899.673926 = -2960220.251625
  nChanged 589
		SP:Iteration 8Q (105679.890000 sec): 3 clusters
  Score: Raw -2965434.839820 + Penalty 4899.673926 = -2960535.165893
  nChanged 473
		SP:Iteration 9Q (105680.250000 sec): 3 clusters
  Score: Raw -2965682.980892 + Penalty 4899.673926 = -2960783.306966
  nChanged 406
		SP:Iteration 10Q (105680.600000 sec): 3 clusters
  Score: Raw -2965887.297735 + Penalty 4899.673926 = -2960987.623809
  nChanged 363
		SP:Iteration 11Q (105680.850000 sec): 3 clusters
  Score: Raw -2966067.109351 + Penalty 4899.673926 = -2961167.435424
  nChanged 291
		SP:Iteration 12Q (105681.180000 sec): 3 clusters
  Score: Raw -2966210.390674 + Penalty 4899.673926 = -2961310.716748
  nChanged 274
		SP:Iteration 13Q (105681.500000 sec): 3 clusters
  Score: Raw -2966345.091094 + Penalty 4899.673926 = -2961445.417168
  nChanged 240
		SP:Iteration 14Q (105681.850000 sec): 3 clusters
  Score: Raw -2966474.676129 + Penalty 4899.673926 = -2961575.002202
  nChanged 233
		SP:Iteration 15Q (105682.180000 sec): 3 clusters
  Score: Raw -2966614.202063 + Penalty 4899.673926 = -2961714.528137
  nChanged 219
		SP:Iteration 16Q (105682.470000 sec): 3 clusters
  Score: Raw -2966752.002086 + Penalty 4899.673926 = -2961852.328159
  nChanged 215
		SP:Iteration 17Q (105682.820000 sec): 3 clusters
  Score: Raw -2966913.690865 + Penalty 4899.673926 = -2962014.016938
  nChanged 230
		SP:Iteration 18Q (105683.080000 sec): 3 clusters
  Score: Raw -2967099.989756 + Penalty 4899.673926 = -2962200.315830
  nChanged 267
		SP:Iteration 19Q (105683.420000 sec): 3 clusters
  Score: Raw -2967303.379237 + Penalty 4899.673926 = -2962403.705310
  nChanged 265
		SP:Iteration 20F (105683.700000 sec): 3 clusters
  Score: Raw -2967478.768122 + Penalty 4899.673926 = -2962579.094195
  nChanged 199
		SP:Iteration 21Q (105684.070000 sec): 3 clusters
  Score: Raw -2967592.587133 + Penalty 4899.673926 = -2962692.913206
  nChanged 176
		SP:Iteration 22Q (105684.400000 sec): 3 clusters
  Score: Raw -2967685.676953 + Penalty 4899.673926 = -2962786.003027
  nChanged 159
		SP:Iteration 23Q (105684.710000 sec): 3 clusters
  Score: Raw -2967760.952127 + Penalty 4899.673926 = -2962861.278201
  nChanged 125
		SP:Iteration 24Q (105685.040000 sec): 3 clusters
  Score: Raw -2967806.312971 + Penalty 4899.673926 = -2962906.639045
  nChanged 93
		SP:Iteration 25Q (105685.370000 sec): 3 clusters
  Score: Raw -2967837.449166 + Penalty 4899.673926 = -2962937.775240
  nChanged 83
		SP:Iteration 26Q (105685.690000 sec): 3 clusters
  Score: Raw -2967864.971645 + Penalty 4899.673926 = -2962965.297719
  nChanged 72
		SP:Iteration 27Q (105685.930000 sec): 3 clusters
  Score: Raw -2967885.290760 + Penalty 4899.673926 = -2962985.616833
  nChanged 57
		SP:Iteration 28Q (105686.190000 sec): 3 clusters
  Score: Raw -2967901.134614 + Penalty 4899.673926 = -2963001.460688
  nChanged 43
		SP:Iteration 29Q (105686.500000 sec): 3 clusters
  Score: Raw -2967910.357153 + Penalty 4899.673926 = -2963010.683226
  nChanged 28
		SP:Iteration 30Q (105686.800000 sec): 3 clusters
  Score: Raw -2967915.978882 + Penalty 4899.673926 = -2963016.304955
  nChanged 29
		SP:Iteration 31Q (105687.090000 sec): 3 clusters
  Score: Raw -2967920.628446 + Penalty 4899.673926 = -2963020.954520
  nChanged 17
		SP:Iteration 32Q (105687.360000 sec): 3 clusters
  Score: Raw -2967923.430406 + Penalty 4899.673926 = -2963023.756479
  nChanged 22
		SP:Iteration 33Q (105687.780000 sec): 3 clusters
  Score: Raw -2967927.665929 + Penalty 4899.673926 = -2963027.992002
  nChanged 19
		SP:Iteration 34Q (105688.100000 sec): 3 clusters
  Score: Raw -2967931.031906 + Penalty 4899.673926 = -2963031.357979
  nChanged 10
		SP:Iteration 35Q (105688.430000 sec): 3 clusters
  Score: Raw -2967932.498877 + Penalty 4899.673926 = -2963032.824951
  nChanged 9
		SP:Iteration 36Q (105688.750000 sec): 3 clusters
  Score: Raw -2967933.814440 + Penalty 4899.673926 = -2963034.140513
  nChanged 5
		SP:Iteration 37Q (105689.010000 sec): 3 clusters
  Score: Raw -2967934.495264 + Penalty 4899.673926 = -2963034.821338
  nChanged 4
		SP:Iteration 38Q (105689.350000 sec): 3 clusters
  Score: Raw -2967935.280604 + Penalty 4899.673926 = -2963035.606677
  nChanged 5
		SP:Iteration 39Q (105689.670000 sec): 3 clusters
  Score: Raw -2967936.048478 + Penalty 4899.673926 = -2963036.374551
  nChanged 4
		SP:Iteration 40F (105690.010000 sec): 3 clusters
  Score: Raw -2967936.637257 + Penalty 4899.673926 = -2963036.963330
  nChanged 2
		SP:Iteration 41Q (105690.370000 sec): 3 clusters
  Score: Raw -2967936.794280 + Penalty 4899.673926 = -2963037.120354
  nChanged 1
		SP:Iteration 42Q (105690.680000 sec): 3 clusters
  Score: Raw -2967937.038737 + Penalty 4899.673926 = -2963037.364810
  nChanged 1
		SP:Iteration 43Q (105690.970000 sec): 3 clusters
  Score: Raw -2967937.315455 + Penalty 4899.673926 = -2963037.641528
  nChanged 1
		SP:Iteration 44Q (105691.230000 sec): 3 clusters
  Score: Raw -2967937.377149 + Penalty 4899.673926 = -2963037.703222
  nChanged 0
		SP:Iteration 45F (105691.500000 sec): 3 clusters
  Score: Raw -2967937.377149 + Penalty 4899.673926 = -2963037.703222
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 32 (116889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105692.430000 sec): 2 clusters
  Score: Raw -18310731.720968 + Penalty 2893.907051 = -18307837.813917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105693.480000 sec): 3 clusters
  Score: Raw -18235616.896060 + Penalty 5787.814103 = -18229829.081957
  nChanged 55521
		SP:Iteration 1F (105694.490000 sec): 3 clusters
  Score: Raw -18267789.567576 + Penalty 5787.814103 = -18262001.753473
  nChanged 4518
		SP:Iteration 2Q (105695.520000 sec): 3 clusters
  Score: Raw -18269281.211715 + Penalty 5787.814103 = -18263493.397612
  nChanged 4985
		SP:Iteration 3Q (105696.550000 sec): 3 clusters
  Score: Raw -18271219.543578 + Penalty 5787.814103 = -18265431.729475
  nChanged 5656
		SP:Iteration 4Q (105697.590000 sec): 3 clusters
  Score: Raw -18273778.299606 + Penalty 5787.814103 = -18267990.485503
  nChanged 6483
		SP:Iteration 5F (105698.580000 sec): 3 clusters
  Score: Raw -18277128.068481 + Penalty 5787.814103 = -18271340.254378
  nChanged 7217
		SP:Iteration 6F (105699.530000 sec): 3 clusters
  Score: Raw -18281332.110973 + Penalty 5787.814103 = -18275544.296871
  nChanged 7748
		SP:Iteration 7F (105700.570000 sec): 3 clusters
  Score: Raw -18286372.665637 + Penalty 5787.814103 = -18280584.851534
  nChanged 7948
		SP:Iteration 8F (105701.510000 sec): 3 clusters
  Score: Raw -18292008.956317 + Penalty 5787.814103 = -18286221.142215
  nChanged 7375
		SP:Iteration 9F (105702.580000 sec): 3 clusters
  Score: Raw -18297501.362028 + Penalty 5787.814103 = -18291713.547925
  nChanged 6469
		SP:Iteration 10F (105703.610000 sec): 3 clusters
  Score: Raw -18302395.535097 + Penalty 5787.814103 = -18296607.720995
  nChanged 5112
		SP:Iteration 11Q (105704.590000 sec): 3 clusters
  Score: Raw -18306217.866876 + Penalty 5787.814103 = -18300430.052773
  nChanged 3561
		SP:Iteration 12Q (105705.590000 sec): 3 clusters
  Score: Raw -18308714.183337 + Penalty 5787.814103 = -18302926.369235
  nChanged 2313
		SP:Iteration 13Q (105706.480000 sec): 3 clusters
  Score: Raw -18310216.559317 + Penalty 5787.814103 = -18304428.745214
  nChanged 1407
		SP:Iteration 14Q (105707.410000 sec): 3 clusters
  Score: Raw -18311094.589583 + Penalty 5787.814103 = -18305306.775481
  nChanged 839
		SP:Iteration 15Q (105708.310000 sec): 3 clusters
  Score: Raw -18311670.254150 + Penalty 5787.814103 = -18305882.440048
  nChanged 543
		SP:Iteration 16Q (105709.250000 sec): 3 clusters
  Score: Raw -18312069.851172 + Penalty 5787.814103 = -18306282.037069
  nChanged 391
		SP:Iteration 17Q (105710.130000 sec): 3 clusters
  Score: Raw -18312383.457207 + Penalty 5787.814103 = -18306595.643104
  nChanged 279
		SP:Iteration 18Q (105711.010000 sec): 3 clusters
  Score: Raw -18312608.706371 + Penalty 5787.814103 = -18306820.892268
  nChanged 193
		SP:Iteration 19Q (105711.780000 sec): 3 clusters
  Score: Raw -18312739.452539 + Penalty 5787.814103 = -18306951.638436
  nChanged 169
		SP:Iteration 20F (105712.720000 sec): 3 clusters
  Score: Raw -18312871.285929 + Penalty 5787.814103 = -18307083.471826
  nChanged 150
		SP:Iteration 21Q (105713.590000 sec): 3 clusters
  Score: Raw -18312981.913028 + Penalty 5787.814103 = -18307194.098925
  nChanged 126
		SP:Iteration 22Q (105714.510000 sec): 3 clusters
  Score: Raw -18313083.814289 + Penalty 5787.814103 = -18307296.000186
  nChanged 96
		SP:Iteration 23Q (105715.370000 sec): 3 clusters
  Score: Raw -18313163.438289 + Penalty 5787.814103 = -18307375.624187
  nChanged 126
		SP:Iteration 24Q (105716.290000 sec): 3 clusters
  Score: Raw -18313259.207602 + Penalty 5787.814103 = -18307471.393499
  nChanged 107
		SP:Iteration 25Q (105717.190000 sec): 3 clusters
  Score: Raw -18313334.363719 + Penalty 5787.814103 = -18307546.549616
  nChanged 90
		SP:Iteration 26Q (105718.080000 sec): 3 clusters
  Score: Raw -18313392.302048 + Penalty 5787.814103 = -18307604.487946
  nChanged 74
		SP:Iteration 27Q (105718.930000 sec): 3 clusters
  Score: Raw -18313432.044876 + Penalty 5787.814103 = -18307644.230774
  nChanged 57
		SP:Iteration 28Q (105719.860000 sec): 3 clusters
  Score: Raw -18313458.627413 + Penalty 5787.814103 = -18307670.813310
  nChanged 49
		SP:Iteration 29Q (105720.750000 sec): 3 clusters
  Score: Raw -18313478.770521 + Penalty 5787.814103 = -18307690.956418
  nChanged 42
		SP:Iteration 30Q (105721.700000 sec): 3 clusters
  Score: Raw -18313496.192293 + Penalty 5787.814103 = -18307708.378190
  nChanged 39
		SP:Iteration 31Q (105722.530000 sec): 3 clusters
  Score: Raw -18313511.901980 + Penalty 5787.814103 = -18307724.087877
  nChanged 29
		SP:Iteration 32Q (105723.430000 sec): 3 clusters
  Score: Raw -18313520.598478 + Penalty 5787.814103 = -18307732.784375
  nChanged 27
		SP:Iteration 33Q (105724.230000 sec): 3 clusters
  Score: Raw -18313528.725533 + Penalty 5787.814103 = -18307740.911430
  nChanged 21
		SP:Iteration 34Q (105725.120000 sec): 3 clusters
  Score: Raw -18313536.024131 + Penalty 5787.814103 = -18307748.210028
  nChanged 22
		SP:Iteration 35Q (105725.970000 sec): 3 clusters
  Score: Raw -18313541.725866 + Penalty 5787.814103 = -18307753.911764
  nChanged 16
		SP:Iteration 36Q (105726.870000 sec): 3 clusters
  Score: Raw -18313545.676684 + Penalty 5787.814103 = -18307757.862581
  nChanged 17
		SP:Iteration 37Q (105727.680000 sec): 3 clusters
  Score: Raw -18313550.094422 + Penalty 5787.814103 = -18307762.280320
  nChanged 12
		SP:Iteration 38Q (105728.570000 sec): 3 clusters
  Score: Raw -18313553.822691 + Penalty 5787.814103 = -18307766.008588
  nChanged 8
		SP:Iteration 39Q (105729.390000 sec): 3 clusters
  Score: Raw -18313555.814330 + Penalty 5787.814103 = -18307768.000228
  nChanged 2
		SP:Iteration 40F (105730.270000 sec): 3 clusters
  Score: Raw -18313559.683652 + Penalty 5787.814103 = -18307771.869550
  nChanged 5
		SP:Iteration 41Q (105731.070000 sec): 3 clusters
  Score: Raw -18313563.208645 + Penalty 5787.814103 = -18307775.394542
  nChanged 11
		SP:Iteration 42Q (105731.960000 sec): 3 clusters
  Score: Raw -18313567.932860 + Penalty 5787.814103 = -18307780.118757
  nChanged 13
		SP:Iteration 43Q (105732.830000 sec): 3 clusters
  Score: Raw -18313573.062075 + Penalty 5787.814103 = -18307785.247973
  nChanged 16
		SP:Iteration 44Q (105733.760000 sec): 3 clusters
  Score: Raw -18313581.141365 + Penalty 5787.814103 = -18307793.327262
  nChanged 20
		SP:Iteration 45Q (105734.550000 sec): 3 clusters
  Score: Raw -18313592.767426 + Penalty 5787.814103 = -18307804.953323
  nChanged 22
		SP:Iteration 46Q (105735.460000 sec): 3 clusters
  Score: Raw -18313600.458665 + Penalty 5787.814103 = -18307812.644563
  nChanged 20
		SP:Iteration 47Q (105736.310000 sec): 3 clusters
  Score: Raw -18313610.102615 + Penalty 5787.814103 = -18307822.288513
  nChanged 20
		SP:Iteration 48Q (105737.170000 sec): 3 clusters
  Score: Raw -18313618.866585 + Penalty 5787.814103 = -18307831.052483
  nChanged 25
		SP:Iteration 49Q (105738.050000 sec): 3 clusters
  Score: Raw -18313628.435797 + Penalty 5787.814103 = -18307840.621694
  nChanged 23
		SP:Iteration 50Q (105739.010000 sec): 3 clusters
  Score: Raw -18313635.793568 + Penalty 5787.814103 = -18307847.979465
  nChanged 15
		SP:Iteration 51Q (105739.840000 sec): 3 clusters
  Score: Raw -18313641.358646 + Penalty 5787.814103 = -18307853.544544
  nChanged 16
		SP:Iteration 52Q (105740.800000 sec): 3 clusters
  Score: Raw -18313649.714958 + Penalty 5787.814103 = -18307861.900855
  nChanged 23
		SP:Iteration 53Q (105741.700000 sec): 3 clusters
  Score: Raw -18313656.584072 + Penalty 5787.814103 = -18307868.769969
  nChanged 19
		SP:Iteration 54Q (105742.700000 sec): 3 clusters
  Score: Raw -18313661.376453 + Penalty 5787.814103 = -18307873.562351
  nChanged 10
		SP:Iteration 55Q (105743.760000 sec): 3 clusters
  Score: Raw -18313663.643636 + Penalty 5787.814103 = -18307875.829534
  nChanged 8
		SP:Iteration 56Q (105744.780000 sec): 3 clusters
  Score: Raw -18313665.168673 + Penalty 5787.814103 = -18307877.354570
  nChanged 3
		SP:Iteration 57Q (105745.790000 sec): 3 clusters
  Score: Raw -18313665.694753 + Penalty 5787.814103 = -18307877.880650
  nChanged 4
		SP:Iteration 58Q (105746.800000 sec): 3 clusters
  Score: Raw -18313666.283133 + Penalty 5787.814103 = -18307878.469030
  nChanged 1
		SP:Iteration 59Q (105747.820000 sec): 3 clusters
  Score: Raw -18313666.443586 + Penalty 5787.814103 = -18307878.629484
  nChanged 0
		SP:Iteration 60F (105748.920000 sec): 3 clusters
  Score: Raw -18313671.064455 + Penalty 5787.814103 = -18307883.250352
  nChanged 5
		SP:Iteration 61Q (105749.980000 sec): 3 clusters
  Score: Raw -18313674.170435 + Penalty 5787.814103 = -18307886.356332
  nChanged 13
		SP:Iteration 62Q (105751.000000 sec): 3 clusters
  Score: Raw -18313678.470231 + Penalty 5787.814103 = -18307890.656128
  nChanged 12
		SP:Iteration 63Q (105752.010000 sec): 3 clusters
  Score: Raw -18313681.392886 + Penalty 5787.814103 = -18307893.578783
  nChanged 6
		SP:Iteration 64Q (105753.030000 sec): 3 clusters
  Score: Raw -18313682.872508 + Penalty 5787.814103 = -18307895.058405
  nChanged 2
		SP:Iteration 65Q (105754.040000 sec): 3 clusters
  Score: Raw -18313683.419148 + Penalty 5787.814103 = -18307895.605045
  nChanged 3
		SP:Iteration 66Q (105755.060000 sec): 3 clusters
  Score: Raw -18313684.326507 + Penalty 5787.814103 = -18307896.512405
  nChanged 7
		SP:Iteration 67Q (105755.900000 sec): 3 clusters
  Score: Raw -18313685.603720 + Penalty 5787.814103 = -18307897.789618
  nChanged 5
		SP:Iteration 68Q (105756.760000 sec): 3 clusters
  Score: Raw -18313686.453358 + Penalty 5787.814103 = -18307898.639256
  nChanged 3
		SP:Iteration 69Q (105757.690000 sec): 3 clusters
  Score: Raw -18313687.138751 + Penalty 5787.814103 = -18307899.324649
  nChanged 1
		SP:Iteration 70Q (105758.610000 sec): 3 clusters
  Score: Raw -18313687.287653 + Penalty 5787.814103 = -18307899.473550
  nChanged 1
		SP:Iteration 71Q (105759.440000 sec): 3 clusters
  Score: Raw -18313687.735564 + Penalty 5787.814103 = -18307899.921461
  nChanged 0
		SP:Iteration 72F (105760.400000 sec): 3 clusters
  Score: Raw -18313687.735564 + Penalty 5787.814103 = -18307899.921461
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 33 (276628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105762.140000 sec): 2 clusters
  Score: Raw -42659282.281355 + Penalty 3107.546373 = -42656174.734982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105764.200000 sec): 3 clusters
  Score: Raw -42476668.851169 + Penalty 6215.092745 = -42470453.758423
  nChanged 134091
		SP:Iteration 1F (105766.270000 sec): 3 clusters
  Score: Raw -42557787.778913 + Penalty 6215.092745 = -42551572.686168
  nChanged 10241
		SP:Iteration 2Q (105768.530000 sec): 3 clusters
  Score: Raw -42561039.003135 + Penalty 6215.092745 = -42554823.910389
  nChanged 11752
		SP:Iteration 3Q (105770.740000 sec): 3 clusters
  Score: Raw -42565575.236675 + Penalty 6215.092745 = -42559360.143930
  nChanged 13709
		SP:Iteration 4Q (105772.940000 sec): 3 clusters
  Score: Raw -42572080.712375 + Penalty 6215.092745 = -42565865.619630
  nChanged 15773
		SP:Iteration 5F (105774.920000 sec): 3 clusters
  Score: Raw -42580653.972283 + Penalty 6215.092745 = -42574438.879537
  nChanged 16899
		SP:Iteration 6F (105777.060000 sec): 3 clusters
  Score: Raw -42590485.056719 + Penalty 6215.092745 = -42584269.963973
  nChanged 16593
		SP:Iteration 7F (105779.080000 sec): 3 clusters
  Score: Raw -42599982.361253 + Penalty 6215.092745 = -42593767.268508
  nChanged 15172
		SP:Iteration 8F (105780.920000 sec): 3 clusters
  Score: Raw -42608038.061920 + Penalty 6215.092745 = -42601822.969174
  nChanged 12730
		SP:Iteration 9Q (105783.180000 sec): 3 clusters
  Score: Raw -42614051.006218 + Penalty 6215.092745 = -42607835.913473
  nChanged 10465
		SP:Iteration 10Q (105785.260000 sec): 3 clusters
  Score: Raw -42618301.729414 + Penalty 6215.092745 = -42612086.636668
  nChanged 8009
		SP:Iteration 11Q (105787.270000 sec): 3 clusters
  Score: Raw -42620807.439903 + Penalty 6215.092745 = -42614592.347157
  nChanged 5795
		SP:Iteration 12Q (105789.290000 sec): 3 clusters
  Score: Raw -42622088.266705 + Penalty 6215.092745 = -42615873.173959
  nChanged 4007
		SP:Iteration 13Q (105791.380000 sec): 3 clusters
  Score: Raw -42622761.338211 + Penalty 6215.092745 = -42616546.245466
  nChanged 2942
		SP:Iteration 14Q (105793.510000 sec): 3 clusters
  Score: Raw -42623175.146676 + Penalty 6215.092745 = -42616960.053931
  nChanged 2436
		SP:Iteration 15Q (105795.700000 sec): 3 clusters
  Score: Raw -42623491.883113 + Penalty 6215.092745 = -42617276.790368
  nChanged 2133
		SP:Iteration 16Q (105797.750000 sec): 3 clusters
  Score: Raw -42623787.234773 + Penalty 6215.092745 = -42617572.142028
  nChanged 2196
		SP:Iteration 17Q (105799.860000 sec): 3 clusters
  Score: Raw -42624091.391246 + Penalty 6215.092745 = -42617876.298501
  nChanged 2139
		SP:Iteration 18Q (105801.990000 sec): 3 clusters
  Score: Raw -42624382.848765 + Penalty 6215.092745 = -42618167.756019
  nChanged 2109
		SP:Iteration 19Q (105804.170000 sec): 3 clusters
  Score: Raw -42624665.343021 + Penalty 6215.092745 = -42618450.250275
  nChanged 2080
		SP:Iteration 20F (105806.180000 sec): 3 clusters
  Score: Raw -42624942.162278 + Penalty 6215.092745 = -42618727.069532
  nChanged 2109
		SP:Iteration 21Q (105808.190000 sec): 3 clusters
  Score: Raw -42625228.725443 + Penalty 6215.092745 = -42619013.632697
  nChanged 2111
		SP:Iteration 22Q (105810.270000 sec): 3 clusters
  Score: Raw -42625509.088175 + Penalty 6215.092745 = -42619293.995429
  nChanged 2061
		SP:Iteration 23Q (105812.360000 sec): 3 clusters
  Score: Raw -42625787.622423 + Penalty 6215.092745 = -42619572.529678
  nChanged 2068
		SP:Iteration 24Q (105814.400000 sec): 3 clusters
  Score: Raw -42626080.536129 + Penalty 6215.092745 = -42619865.443384
  nChanged 2149
		SP:Iteration 25Q (105816.600000 sec): 3 clusters
  Score: Raw -42626388.855088 + Penalty 6215.092745 = -42620173.762343
  nChanged 2193
		SP:Iteration 26Q (105818.850000 sec): 3 clusters
  Score: Raw -42626704.652827 + Penalty 6215.092745 = -42620489.560082
  nChanged 2250
		SP:Iteration 27Q (105820.990000 sec): 3 clusters
  Score: Raw -42627039.882824 + Penalty 6215.092745 = -42620824.790079
  nChanged 2205
		SP:Iteration 28Q (105823.120000 sec): 3 clusters
  Score: Raw -42627363.592843 + Penalty 6215.092745 = -42621148.500097
  nChanged 2190
		SP:Iteration 29Q (105825.280000 sec): 3 clusters
  Score: Raw -42627682.833344 + Penalty 6215.092745 = -42621467.740598
  nChanged 2241
		SP:Iteration 30Q (105827.930000 sec): 3 clusters
  Score: Raw -42628015.117722 + Penalty 6215.092745 = -42621800.024976
  nChanged 2237
		SP:Iteration 31Q (105830.400000 sec): 3 clusters
  Score: Raw -42628347.969146 + Penalty 6215.092745 = -42622132.876400
  nChanged 2225
		SP:Iteration 32Q (105832.890000 sec): 3 clusters
  Score: Raw -42628692.428411 + Penalty 6215.092745 = -42622477.335666
  nChanged 2203
		SP:Iteration 33Q (105835.360000 sec): 3 clusters
  Score: Raw -42629046.587476 + Penalty 6215.092745 = -42622831.494731
  nChanged 2362
		SP:Iteration 34Q (105837.790000 sec): 3 clusters
  Score: Raw -42629455.093090 + Penalty 6215.092745 = -42623240.000344
  nChanged 2446
		SP:Iteration 35Q (105839.840000 sec): 3 clusters
  Score: Raw -42629890.399609 + Penalty 6215.092745 = -42623675.306864
  nChanged 2441
		SP:Iteration 36Q (105842.060000 sec): 3 clusters
  Score: Raw -42630332.332478 + Penalty 6215.092745 = -42624117.239733
  nChanged 2555
		SP:Iteration 37Q (105844.220000 sec): 3 clusters
  Score: Raw -42630820.749611 + Penalty 6215.092745 = -42624605.656866
  nChanged 2697
		SP:Iteration 38Q (105846.340000 sec): 3 clusters
  Score: Raw -42631404.975106 + Penalty 6215.092745 = -42625189.882361
  nChanged 2895
		SP:Iteration 39Q (105848.410000 sec): 3 clusters
  Score: Raw -42632097.125762 + Penalty 6215.092745 = -42625882.033016
  nChanged 3017
		SP:Iteration 40F (105850.570000 sec): 3 clusters
  Score: Raw -42632878.679314 + Penalty 6215.092745 = -42626663.586569
  nChanged 3137
		SP:Iteration 41Q (105852.760000 sec): 3 clusters
  Score: Raw -42633778.394181 + Penalty 6215.092745 = -42627563.301435
  nChanged 3376
		SP:Iteration 42Q (105854.900000 sec): 3 clusters
  Score: Raw -42634900.833125 + Penalty 6215.092745 = -42628685.740379
  nChanged 3607
		SP:Iteration 43Q (105857.020000 sec): 3 clusters
  Score: Raw -42636236.430118 + Penalty 6215.092745 = -42630021.337373
  nChanged 3796
		SP:Iteration 44Q (105859.030000 sec): 3 clusters
  Score: Raw -42637796.206352 + Penalty 6215.092745 = -42631581.113606
  nChanged 3765
		SP:Iteration 45Q (105861.000000 sec): 3 clusters
  Score: Raw -42639432.982489 + Penalty 6215.092745 = -42633217.889744
  nChanged 3732
		SP:Iteration 46Q (105863.060000 sec): 3 clusters
  Score: Raw -42641030.397292 + Penalty 6215.092745 = -42634815.304546
  nChanged 3653
		SP:Iteration 47Q (105865.090000 sec): 3 clusters
  Score: Raw -42642459.691395 + Penalty 6215.092745 = -42636244.598649
  nChanged 3563
		SP:Iteration 48Q (105867.110000 sec): 3 clusters
  Score: Raw -42643712.651310 + Penalty 6215.092745 = -42637497.558564
  nChanged 3434
		SP:Iteration 49Q (105868.990000 sec): 3 clusters
  Score: Raw -42644828.528070 + Penalty 6215.092745 = -42638613.435324
  nChanged 3357
		SP:Iteration 50Q (105870.850000 sec): 3 clusters
  Score: Raw -42645924.951875 + Penalty 6215.092745 = -42639709.859130
  nChanged 3338
		SP:Iteration 51Q (105872.980000 sec): 3 clusters
  Score: Raw -42647037.891603 + Penalty 6215.092745 = -42640822.798857
  nChanged 3318
		SP:Iteration 52Q (105874.870000 sec): 3 clusters
  Score: Raw -42648157.590255 + Penalty 6215.092745 = -42641942.497509
  nChanged 3299
		SP:Iteration 53Q (105876.840000 sec): 3 clusters
  Score: Raw -42649299.741020 + Penalty 6215.092745 = -42643084.648275
  nChanged 3197
		SP:Iteration 54Q (105878.900000 sec): 3 clusters
  Score: Raw -42650439.418622 + Penalty 6215.092745 = -42644224.325876
  nChanged 3129
		SP:Iteration 55Q (105880.810000 sec): 3 clusters
  Score: Raw -42651610.029495 + Penalty 6215.092745 = -42645394.936749
  nChanged 2968
		SP:Iteration 56Q (105882.640000 sec): 3 clusters
  Score: Raw -42652784.221008 + Penalty 6215.092745 = -42646569.128262
  nChanged 2842
		SP:Iteration 57Q (105884.540000 sec): 3 clusters
  Score: Raw -42653947.439903 + Penalty 6215.092745 = -42647732.347157
  nChanged 2600
		SP:Iteration 58Q (105886.460000 sec): 3 clusters
  Score: Raw -42655065.073773 + Penalty 6215.092745 = -42648849.981027
  nChanged 2341
		SP:Iteration 59Q (105888.370000 sec): 3 clusters
  Score: Raw -42656120.528307 + Penalty 6215.092745 = -42649905.435561
  nChanged 1976
		SP:Iteration 60F (105890.690000 sec): 3 clusters
  Score: Raw -42657016.393394 + Penalty 6215.092745 = -42650801.300648
  nChanged 1720
		SP:Iteration 61Q (105892.500000 sec): 3 clusters
  Score: Raw -42657799.252062 + Penalty 6215.092745 = -42651584.159316
  nChanged 1344
		SP:Iteration 62Q (105894.300000 sec): 3 clusters
  Score: Raw -42658426.484978 + Penalty 6215.092745 = -42652211.392232
  nChanged 1056
		SP:Iteration 63Q (105896.120000 sec): 3 clusters
  Score: Raw -42658929.529858 + Penalty 6215.092745 = -42652714.437112
  nChanged 779
		SP:Iteration 64Q (105897.950000 sec): 3 clusters
  Score: Raw -42659295.743757 + Penalty 6215.092745 = -42653080.651012
  nChanged 540
		SP:Iteration 65Q (105899.710000 sec): 3 clusters
  Score: Raw -42659550.617198 + Penalty 6215.092745 = -42653335.524452
  nChanged 394
		SP:Iteration 66Q (105901.490000 sec): 3 clusters
  Score: Raw -42659727.851343 + Penalty 6215.092745 = -42653512.758597
  nChanged 312
		SP:Iteration 67Q (105903.470000 sec): 3 clusters
  Score: Raw -42659868.305421 + Penalty 6215.092745 = -42653653.212675
  nChanged 257
		SP:Iteration 68Q (105905.490000 sec): 3 clusters
  Score: Raw -42659979.387331 + Penalty 6215.092745 = -42653764.294586
  nChanged 202
		SP:Iteration 69Q (105907.270000 sec): 3 clusters
  Score: Raw -42660065.315851 + Penalty 6215.092745 = -42653850.223106
  nChanged 160
		SP:Iteration 70Q (105909.070000 sec): 3 clusters
  Score: Raw -42660133.819171 + Penalty 6215.092745 = -42653918.726426
  nChanged 142
		SP:Iteration 71Q (105911.440000 sec): 3 clusters
  Score: Raw -42660193.682928 + Penalty 6215.092745 = -42653978.590182
  nChanged 116
		SP:Iteration 72Q (105913.640000 sec): 3 clusters
  Score: Raw -42660234.188699 + Penalty 6215.092745 = -42654019.095954
  nChanged 84
		SP:Iteration 73Q (105915.820000 sec): 3 clusters
  Score: Raw -42660263.881621 + Penalty 6215.092745 = -42654048.788876
  nChanged 72
		SP:Iteration 74Q (105918.040000 sec): 3 clusters
  Score: Raw -42660283.903669 + Penalty 6215.092745 = -42654068.810923
  nChanged 53
		SP:Iteration 75Q (105920.260000 sec): 3 clusters
  Score: Raw -42660299.769827 + Penalty 6215.092745 = -42654084.677082
  nChanged 42
		SP:Iteration 76Q (105922.120000 sec): 3 clusters
  Score: Raw -42660312.582991 + Penalty 6215.092745 = -42654097.490246
  nChanged 36
		SP:Iteration 77Q (105923.920000 sec): 3 clusters
  Score: Raw -42660325.854032 + Penalty 6215.092745 = -42654110.761286
  nChanged 45
		SP:Iteration 78Q (105925.510000 sec): 3 clusters
  Score: Raw -42660340.624249 + Penalty 6215.092745 = -42654125.531504
  nChanged 38
		SP:Iteration 79Q (105927.160000 sec): 3 clusters
  Score: Raw -42660353.632265 + Penalty 6215.092745 = -42654138.539519
  nChanged 40
		SP:Iteration 80F (105929.060000 sec): 3 clusters
  Score: Raw -42660382.517442 + Penalty 6215.092745 = -42654167.424697
  nChanged 49
		SP:Iteration 81Q (105931.000000 sec): 3 clusters
  Score: Raw -42660412.737677 + Penalty 6215.092745 = -42654197.644932
  nChanged 58
		SP:Iteration 82Q (105932.890000 sec): 3 clusters
  Score: Raw -42660433.706973 + Penalty 6215.092745 = -42654218.614227
  nChanged 55
		SP:Iteration 83Q (105934.800000 sec): 3 clusters
  Score: Raw -42660462.801252 + Penalty 6215.092745 = -42654247.708506
  nChanged 69
		SP:Iteration 84Q (105936.520000 sec): 3 clusters
  Score: Raw -42660510.487090 + Penalty 6215.092745 = -42654295.394345
  nChanged 95
		SP:Iteration 85Q (105938.270000 sec): 3 clusters
  Score: Raw -42660560.448667 + Penalty 6215.092745 = -42654345.355922
  nChanged 89
		SP:Iteration 86Q (105940.110000 sec): 3 clusters
  Score: Raw -42660609.549540 + Penalty 6215.092745 = -42654394.456794
  nChanged 96
		SP:Iteration 87Q (105941.890000 sec): 3 clusters
  Score: Raw -42660663.854237 + Penalty 6215.092745 = -42654448.761492
  nChanged 84
		SP:Iteration 88Q (105943.580000 sec): 3 clusters
  Score: Raw -42660702.145396 + Penalty 6215.092745 = -42654487.052650
  nChanged 65
		SP:Iteration 89Q (105945.290000 sec): 3 clusters
  Score: Raw -42660724.644093 + Penalty 6215.092745 = -42654509.551348
  nChanged 57
		SP:Iteration 90Q (105947.120000 sec): 3 clusters
  Score: Raw -42660742.413492 + Penalty 6215.092745 = -42654527.320747
  nChanged 47
		SP:Iteration 91Q (105949.010000 sec): 3 clusters
  Score: Raw -42660758.896318 + Penalty 6215.092745 = -42654543.803572
  nChanged 52
		SP:Iteration 92Q (105950.780000 sec): 3 clusters
  Score: Raw -42660778.151561 + Penalty 6215.092745 = -42654563.058815
  nChanged 38
		SP:Iteration 93Q (105952.750000 sec): 3 clusters
  Score: Raw -42660791.846345 + Penalty 6215.092745 = -42654576.753600
  nChanged 42
		SP:Iteration 94Q (105954.610000 sec): 3 clusters
  Score: Raw -42660809.575931 + Penalty 6215.092745 = -42654594.483186
  nChanged 44
		SP:Iteration 95Q (105956.510000 sec): 3 clusters
  Score: Raw -42660826.085777 + Penalty 6215.092745 = -42654610.993032
  nChanged 36
		SP:Iteration 96Q (105958.280000 sec): 3 clusters
  Score: Raw -42660840.054924 + Penalty 6215.092745 = -42654624.962178
  nChanged 31
		SP:Iteration 97Q (105960.030000 sec): 3 clusters
  Score: Raw -42660850.844013 + Penalty 6215.092745 = -42654635.751268
  nChanged 30
		SP:Iteration 98Q (105961.840000 sec): 3 clusters
  Score: Raw -42660864.508076 + Penalty 6215.092745 = -42654649.415330
  nChanged 35
		SP:Iteration 99Q (105963.660000 sec): 3 clusters
  Score: Raw -42660881.180488 + Penalty 6215.092745 = -42654666.087742
  nChanged 36
		SP:Iteration 100F (105965.610000 sec): 3 clusters
  Score: Raw -42660975.420468 + Penalty 6215.092745 = -42654760.327722
  nChanged 80
		SP:Iteration 101Q (105967.530000 sec): 3 clusters
  Score: Raw -42661055.422008 + Penalty 6215.092745 = -42654840.329262
  nChanged 87
		SP:Iteration 102Q (105969.450000 sec): 3 clusters
  Score: Raw -42661115.295118 + Penalty 6215.092745 = -42654900.202373
  nChanged 91
		SP:Iteration 103Q (105971.310000 sec): 3 clusters
  Score: Raw -42661178.342438 + Penalty 6215.092745 = -42654963.249693
  nChanged 98
		SP:Iteration 104Q (105973.140000 sec): 3 clusters
  Score: Raw -42661251.001493 + Penalty 6215.092745 = -42655035.908748
  nChanged 100
		SP:Iteration 105Q (105975.030000 sec): 3 clusters
  Score: Raw -42661310.186521 + Penalty 6215.092745 = -42655095.093776
  nChanged 70
		SP:Iteration 106Q (105976.850000 sec): 3 clusters
  Score: Raw -42661341.660397 + Penalty 6215.092745 = -42655126.567651
  nChanged 70
		SP:Iteration 107Q (105978.650000 sec): 3 clusters
  Score: Raw -42661370.429459 + Penalty 6215.092745 = -42655155.336714
  nChanged 67
		SP:Iteration 108Q (105980.210000 sec): 3 clusters
  Score: Raw -42661394.923648 + Penalty 6215.092745 = -42655179.830903
  nChanged 52
		SP:Iteration 109Q (105981.980000 sec): 3 clusters
  Score: Raw -42661415.110010 + Penalty 6215.092745 = -42655200.017265
  nChanged 47
		SP:Iteration 110Q (105983.890000 sec): 3 clusters
  Score: Raw -42661428.398770 + Penalty 6215.092745 = -42655213.306025
  nChanged 31
		SP:Iteration 111Q (105985.880000 sec): 3 clusters
  Score: Raw -42661437.404606 + Penalty 6215.092745 = -42655222.311861
  nChanged 22
		SP:Iteration 112Q (105987.830000 sec): 3 clusters
  Score: Raw -42661444.647425 + Penalty 6215.092745 = -42655229.554679
  nChanged 16
		SP:Iteration 113Q (105989.610000 sec): 3 clusters
  Score: Raw -42661450.719622 + Penalty 6215.092745 = -42655235.626876
  nChanged 21
		SP:Iteration 114Q (105991.460000 sec): 3 clusters
  Score: Raw -42661456.382035 + Penalty 6215.092745 = -42655241.289289
  nChanged 20
		SP:Iteration 115Q (105993.850000 sec): 3 clusters
  Score: Raw -42661462.863887 + Penalty 6215.092745 = -42655247.771141
  nChanged 17
		SP:Iteration 116Q (105996.020000 sec): 3 clusters
  Score: Raw -42661466.936906 + Penalty 6215.092745 = -42655251.844160
  nChanged 19
		SP:Iteration 117Q (105998.230000 sec): 3 clusters
  Score: Raw -42661473.260757 + Penalty 6215.092745 = -42655258.168011
  nChanged 23
		SP:Iteration 118Q (106000.400000 sec): 3 clusters
  Score: Raw -42661482.331512 + Penalty 6215.092745 = -42655267.238767
  nChanged 20
		SP:Iteration 119Q (106002.620000 sec): 3 clusters
  Score: Raw -42661488.435796 + Penalty 6215.092745 = -42655273.343051
  nChanged 15
		SP:Iteration 120F (106005.110000 sec): 3 clusters
  Score: Raw -42661511.960794 + Penalty 6215.092745 = -42655296.868048
  nChanged 43
		SP:Iteration 121Q (106006.850000 sec): 3 clusters
  Score: Raw -42661533.762242 + Penalty 6215.092745 = -42655318.669496
  nChanged 35
		SP:Iteration 122Q (106008.550000 sec): 3 clusters
  Score: Raw -42661547.735640 + Penalty 6215.092745 = -42655332.642894
  nChanged 40
		SP:Iteration 123Q (106010.370000 sec): 3 clusters
  Score: Raw -42661565.924611 + Penalty 6215.092745 = -42655350.831865
  nChanged 45
		SP:Iteration 124Q (106012.220000 sec): 3 clusters
  Score: Raw -42661584.311333 + Penalty 6215.092745 = -42655369.218588
  nChanged 52
		SP:Iteration 125Q (106013.870000 sec): 3 clusters
  Score: Raw -42661603.866637 + Penalty 6215.092745 = -42655388.773891
  nChanged 48
		SP:Iteration 126Q (106015.760000 sec): 3 clusters
  Score: Raw -42661626.574252 + Penalty 6215.092745 = -42655411.481506
  nChanged 45
		SP:Iteration 127Q (106017.710000 sec): 3 clusters
  Score: Raw -42661642.667076 + Penalty 6215.092745 = -42655427.574331
  nChanged 44
		SP:Iteration 128Q (106019.460000 sec): 3 clusters
  Score: Raw -42661663.215839 + Penalty 6215.092745 = -42655448.123093
  nChanged 48
		SP:Iteration 129Q (106021.280000 sec): 3 clusters
  Score: Raw -42661681.807682 + Penalty 6215.092745 = -42655466.714937
  nChanged 41
		SP:Iteration 130Q (106023.010000 sec): 3 clusters
  Score: Raw -42661702.606846 + Penalty 6215.092745 = -42655487.514100
  nChanged 36
		SP:Iteration 131Q (106024.700000 sec): 3 clusters
  Score: Raw -42661713.705977 + Penalty 6215.092745 = -42655498.613232
  nChanged 20
		SP:Iteration 132Q (106026.450000 sec): 3 clusters
  Score: Raw -42661718.975524 + Penalty 6215.092745 = -42655503.882778
  nChanged 12
		SP:Iteration 133Q (106028.270000 sec): 3 clusters
  Score: Raw -42661722.252697 + Penalty 6215.092745 = -42655507.159951
  nChanged 8
		SP:Iteration 134Q (106030.190000 sec): 3 clusters
  Score: Raw -42661725.381811 + Penalty 6215.092745 = -42655510.289065
  nChanged 13
		SP:Iteration 135Q (106032.070000 sec): 3 clusters
  Score: Raw -42661728.544653 + Penalty 6215.092745 = -42655513.451907
  nChanged 11
		SP:Iteration 136Q (106033.970000 sec): 3 clusters
  Score: Raw -42661731.280727 + Penalty 6215.092745 = -42655516.187981
  nChanged 4
		SP:Iteration 137Q (106035.690000 sec): 3 clusters
  Score: Raw -42661732.326685 + Penalty 6215.092745 = -42655517.233940
  nChanged 6
		SP:Iteration 138Q (106037.630000 sec): 3 clusters
  Score: Raw -42661735.772086 + Penalty 6215.092745 = -42655520.679340
  nChanged 13
		SP:Iteration 139Q (106039.320000 sec): 3 clusters
  Score: Raw -42661739.640498 + Penalty 6215.092745 = -42655524.547753
  nChanged 9
		SP:Iteration 140F (106041.270000 sec): 3 clusters
  Score: Raw -42661741.686613 + Penalty 6215.092745 = -42655526.593868
  nChanged 8
		SP:Iteration 141Q (106043.030000 sec): 3 clusters
  Score: Raw -42661743.327902 + Penalty 6215.092745 = -42655528.235156
  nChanged 9
		SP:Iteration 142Q (106044.900000 sec): 3 clusters
  Score: Raw -42661745.129497 + Penalty 6215.092745 = -42655530.036751
  nChanged 6
		SP:Iteration 143Q (106046.990000 sec): 3 clusters
  Score: Raw -42661746.467112 + Penalty 6215.092745 = -42655531.374366
  nChanged 3
		SP:Iteration 144Q (106048.870000 sec): 3 clusters
  Score: Raw -42661747.444737 + Penalty 6215.092745 = -42655532.351991
  nChanged 3
		SP:Iteration 145Q (106050.700000 sec): 3 clusters
  Score: Raw -42661747.927093 + Penalty 6215.092745 = -42655532.834347
  nChanged 2
		SP:Iteration 146Q (106052.580000 sec): 3 clusters
  Score: Raw -42661748.474719 + Penalty 6215.092745 = -42655533.381974
  nChanged 3
		SP:Iteration 147Q (106054.390000 sec): 3 clusters
  Score: Raw -42661748.939733 + Penalty 6215.092745 = -42655533.846987
  nChanged 0
		SP:Iteration 148F (106056.470000 sec): 3 clusters
  Score: Raw -42661748.939733 + Penalty 6215.092745 = -42655533.846987
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 34 (22043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106056.880000 sec): 2 clusters
  Score: Raw -3398765.450649 + Penalty 2480.186092 = -3396285.264557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106057.230000 sec): 3 clusters
  Score: Raw -3385785.907806 + Penalty 4960.372184 = -3380825.535622
  nChanged 9779
		SP:Iteration 1F (106057.550000 sec): 3 clusters
  Score: Raw -3391224.913533 + Penalty 4960.372184 = -3386264.541350
  nChanged 1448
		SP:Iteration 2F (106057.870000 sec): 3 clusters
  Score: Raw -3392202.752004 + Penalty 4960.372184 = -3387242.379821
  nChanged 1571
		SP:Iteration 3F (106058.260000 sec): 3 clusters
  Score: Raw -3393773.672395 + Penalty 4960.372184 = -3388813.300212
  nChanged 1847
		SP:Iteration 4F (106058.660000 sec): 3 clusters
  Score: Raw -3395927.949335 + Penalty 4960.372184 = -3390967.577151
  nChanged 2014
		SP:Iteration 5F (106059.030000 sec): 3 clusters
  Score: Raw -3398212.432605 + Penalty 4960.372184 = -3393252.060421
  nChanged 1803
		SP:Iteration 6F (106059.390000 sec): 3 clusters
  Score: Raw -3399941.621330 + Penalty 4960.372184 = -3394981.249146
  nChanged 1356
		SP:Iteration 7F (106059.770000 sec): 3 clusters
  Score: Raw -3401143.516408 + Penalty 4960.372184 = -3396183.144224
  nChanged 948
		SP:Iteration 8Q (106060.140000 sec): 3 clusters
  Score: Raw -3402077.125315 + Penalty 4960.372184 = -3397116.753131
  nChanged 770
		SP:Iteration 9Q (106060.500000 sec): 3 clusters
  Score: Raw -3402884.827979 + Penalty 4960.372184 = -3397924.455795
  nChanged 660
		SP:Iteration 10Q (106060.810000 sec): 3 clusters
  Score: Raw -3403498.368903 + Penalty 4960.372184 = -3398537.996719
  nChanged 501
		SP:Iteration 11Q (106061.170000 sec): 3 clusters
  Score: Raw -3403857.014899 + Penalty 4960.372184 = -3398896.642715
  nChanged 346
		SP:Iteration 12Q (106061.450000 sec): 3 clusters
  Score: Raw -3404049.652339 + Penalty 4960.372184 = -3399089.280156
  nChanged 239
		SP:Iteration 13Q (106061.730000 sec): 3 clusters
  Score: Raw -3404155.645369 + Penalty 4960.372184 = -3399195.273185
  nChanged 185
		SP:Iteration 14Q (106062.010000 sec): 3 clusters
  Score: Raw -3404226.344985 + Penalty 4960.372184 = -3399265.972802
  nChanged 153
		SP:Iteration 15Q (106062.370000 sec): 3 clusters
  Score: Raw -3404279.175012 + Penalty 4960.372184 = -3399318.802829
  nChanged 127
		SP:Iteration 16Q (106062.690000 sec): 3 clusters
  Score: Raw -3404328.363339 + Penalty 4960.372184 = -3399367.991155
  nChanged 146
		SP:Iteration 17Q (106063.000000 sec): 3 clusters
  Score: Raw -3404403.285432 + Penalty 4960.372184 = -3399442.913249
  nChanged 143
		SP:Iteration 18Q (106063.370000 sec): 3 clusters
  Score: Raw -3404474.205521 + Penalty 4960.372184 = -3399513.833338
  nChanged 141
		SP:Iteration 19Q (106063.750000 sec): 3 clusters
  Score: Raw -3404549.264265 + Penalty 4960.372184 = -3399588.892081
  nChanged 136
		SP:Iteration 20F (106064.030000 sec): 3 clusters
  Score: Raw -3404614.010102 + Penalty 4960.372184 = -3399653.637919
  nChanged 132
		SP:Iteration 21Q (106064.390000 sec): 3 clusters
  Score: Raw -3404669.123326 + Penalty 4960.372184 = -3399708.751142
  nChanged 136
		SP:Iteration 22Q (106064.670000 sec): 3 clusters
  Score: Raw -3404721.709267 + Penalty 4960.372184 = -3399761.337084
  nChanged 130
		SP:Iteration 23Q (106065.010000 sec): 3 clusters
  Score: Raw -3404769.587136 + Penalty 4960.372184 = -3399809.214952
  nChanged 108
		SP:Iteration 24Q (106065.270000 sec): 3 clusters
  Score: Raw -3404803.498344 + Penalty 4960.372184 = -3399843.126160
  nChanged 76
		SP:Iteration 25Q (106065.590000 sec): 3 clusters
  Score: Raw -3404824.554902 + Penalty 4960.372184 = -3399864.182719
  nChanged 75
		SP:Iteration 26Q (106065.880000 sec): 3 clusters
  Score: Raw -3404840.367798 + Penalty 4960.372184 = -3399879.995614
  nChanged 57
		SP:Iteration 27Q (106066.200000 sec): 3 clusters
  Score: Raw -3404850.518153 + Penalty 4960.372184 = -3399890.145969
  nChanged 39
		SP:Iteration 28Q (106066.510000 sec): 3 clusters
  Score: Raw -3404856.177359 + Penalty 4960.372184 = -3399895.805175
  nChanged 25
		SP:Iteration 29Q (106066.780000 sec): 3 clusters
  Score: Raw -3404859.293646 + Penalty 4960.372184 = -3399898.921462
  nChanged 12
		SP:Iteration 30Q (106067.060000 sec): 3 clusters
  Score: Raw -3404860.459729 + Penalty 4960.372184 = -3399900.087546
  nChanged 7
		SP:Iteration 31Q (106067.340000 sec): 3 clusters
  Score: Raw -3404860.997186 + Penalty 4960.372184 = -3399900.625002
  nChanged 4
		SP:Iteration 32Q (106067.600000 sec): 3 clusters
  Score: Raw -3404861.363809 + Penalty 4960.372184 = -3399900.991625
  nChanged 3
		SP:Iteration 33Q (106067.930000 sec): 3 clusters
  Score: Raw -3404861.551998 + Penalty 4960.372184 = -3399901.179815
  nChanged 1
		SP:Iteration 34Q (106068.380000 sec): 3 clusters
  Score: Raw -3404861.604259 + Penalty 4960.372184 = -3399901.232076
  nChanged 1
		SP:Iteration 35Q (106068.690000 sec): 3 clusters
  Score: Raw -3404861.668781 + Penalty 4960.372184 = -3399901.296597
  nChanged 2
		SP:Iteration 36Q (106069.050000 sec): 3 clusters
  Score: Raw -3404861.932927 + Penalty 4960.372184 = -3399901.560744
  nChanged 1
		SP:Iteration 37Q (106069.410000 sec): 3 clusters
  Score: Raw -3404861.985342 + Penalty 4960.372184 = -3399901.613158
  nChanged 0
		SP:Iteration 38F (106069.780000 sec): 3 clusters
  Score: Raw -3404861.985342 + Penalty 4960.372184 = -3399901.613158
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 35 (11636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106069.990000 sec): 2 clusters
  Score: Raw -1742776.384090 + Penalty 2321.741037 = -1740454.643053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106070.270000 sec): 3 clusters
  Score: Raw -1736434.041259 + Penalty 4643.482074 = -1731790.559185
  nChanged 4949
		SP:Iteration 1F (106070.510000 sec): 3 clusters
  Score: Raw -1739060.506506 + Penalty 4643.482074 = -1734417.024432
  nChanged 842
		SP:Iteration 2F (106070.710000 sec): 3 clusters
  Score: Raw -1739583.012366 + Penalty 4643.482074 = -1734939.530292
  nChanged 772
		SP:Iteration 3F (106071.000000 sec): 3 clusters
  Score: Raw -1740122.777625 + Penalty 4643.482074 = -1735479.295551
  nChanged 711
		SP:Iteration 4F (106071.220000 sec): 3 clusters
  Score: Raw -1740683.717966 + Penalty 4643.482074 = -1736040.235892
  nChanged 761
		SP:Iteration 5F (106071.470000 sec): 3 clusters
  Score: Raw -1741321.671651 + Penalty 4643.482074 = -1736678.189577
  nChanged 763
		SP:Iteration 6F (106071.650000 sec): 3 clusters
  Score: Raw -1741979.616951 + Penalty 4643.482074 = -1737336.134877
  nChanged 774
		SP:Iteration 7F (106071.920000 sec): 3 clusters
  Score: Raw -1742771.215887 + Penalty 4643.482074 = -1738127.733813
  nChanged 705
		SP:Iteration 8F (106072.190000 sec): 3 clusters
  Score: Raw -1743453.627262 + Penalty 4643.482074 = -1738810.145189
  nChanged 608
		SP:Iteration 9F (106072.430000 sec): 3 clusters
  Score: Raw -1743973.900530 + Penalty 4643.482074 = -1739330.418457
  nChanged 477
		SP:Iteration 10Q (106072.680000 sec): 3 clusters
  Score: Raw -1744339.871538 + Penalty 4643.482074 = -1739696.389465
  nChanged 347
		SP:Iteration 11Q (106072.950000 sec): 3 clusters
  Score: Raw -1744560.257761 + Penalty 4643.482074 = -1739916.775687
  nChanged 269
		SP:Iteration 12Q (106073.160000 sec): 3 clusters
  Score: Raw -1744696.719396 + Penalty 4643.482074 = -1740053.237323
  nChanged 195
		SP:Iteration 13Q (106073.410000 sec): 3 clusters
  Score: Raw -1744787.462414 + Penalty 4643.482074 = -1740143.980341
  nChanged 164
		SP:Iteration 14Q (106073.720000 sec): 3 clusters
  Score: Raw -1744852.377637 + Penalty 4643.482074 = -1740208.895563
  nChanged 131
		SP:Iteration 15Q (106073.910000 sec): 3 clusters
  Score: Raw -1744901.316212 + Penalty 4643.482074 = -1740257.834138
  nChanged 119
		SP:Iteration 16Q (106074.120000 sec): 3 clusters
  Score: Raw -1744944.159169 + Penalty 4643.482074 = -1740300.677095
  nChanged 117
		SP:Iteration 17Q (106074.380000 sec): 3 clusters
  Score: Raw -1744981.748268 + Penalty 4643.482074 = -1740338.266195
  nChanged 95
		SP:Iteration 18Q (106074.520000 sec): 3 clusters
  Score: Raw -1745011.847029 + Penalty 4643.482074 = -1740368.364955
  nChanged 91
		SP:Iteration 19Q (106074.790000 sec): 3 clusters
  Score: Raw -1745037.977310 + Penalty 4643.482074 = -1740394.495236
  nChanged 73
		SP:Iteration 20F (106074.980000 sec): 3 clusters
  Score: Raw -1745058.826484 + Penalty 4643.482074 = -1740415.344410
  nChanged 63
		SP:Iteration 21Q (106075.160000 sec): 3 clusters
  Score: Raw -1745075.947397 + Penalty 4643.482074 = -1740432.465323
  nChanged 56
		SP:Iteration 22Q (106075.370000 sec): 3 clusters
  Score: Raw -1745091.911115 + Penalty 4643.482074 = -1740448.429041
  nChanged 50
		SP:Iteration 23Q (106075.620000 sec): 3 clusters
  Score: Raw -1745111.115884 + Penalty 4643.482074 = -1740467.633811
  nChanged 57
		SP:Iteration 24Q (106075.860000 sec): 3 clusters
  Score: Raw -1745128.099390 + Penalty 4643.482074 = -1740484.617316
  nChanged 60
		SP:Iteration 25Q (106076.090000 sec): 3 clusters
  Score: Raw -1745151.325851 + Penalty 4643.482074 = -1740507.843777
  nChanged 66
		SP:Iteration 26Q (106076.350000 sec): 3 clusters
  Score: Raw -1745173.229286 + Penalty 4643.482074 = -1740529.747212
  nChanged 51
		SP:Iteration 27Q (106076.590000 sec): 3 clusters
  Score: Raw -1745188.590661 + Penalty 4643.482074 = -1740545.108587
  nChanged 43
		SP:Iteration 28Q (106076.790000 sec): 3 clusters
  Score: Raw -1745199.718081 + Penalty 4643.482074 = -1740556.236008
  nChanged 33
		SP:Iteration 29Q (106076.970000 sec): 3 clusters
  Score: Raw -1745206.164615 + Penalty 4643.482074 = -1740562.682541
  nChanged 32
		SP:Iteration 30Q (106077.240000 sec): 3 clusters
  Score: Raw -1745211.593151 + Penalty 4643.482074 = -1740568.111077
  nChanged 28
		SP:Iteration 31Q (106077.490000 sec): 3 clusters
  Score: Raw -1745217.314739 + Penalty 4643.482074 = -1740573.832666
  nChanged 25
		SP:Iteration 32Q (106077.740000 sec): 3 clusters
  Score: Raw -1745224.934371 + Penalty 4643.482074 = -1740581.452297
  nChanged 32
		SP:Iteration 33Q (106077.930000 sec): 3 clusters
  Score: Raw -1745234.014369 + Penalty 4643.482074 = -1740590.532295
  nChanged 37
		SP:Iteration 34Q (106078.190000 sec): 3 clusters
  Score: Raw -1745243.836667 + Penalty 4643.482074 = -1740600.354594
  nChanged 39
		SP:Iteration 35Q (106078.460000 sec): 3 clusters
  Score: Raw -1745253.270213 + Penalty 4643.482074 = -1740609.788140
  nChanged 38
		SP:Iteration 36Q (106078.690000 sec): 3 clusters
  Score: Raw -1745262.397443 + Penalty 4643.482074 = -1740618.915369
  nChanged 37
		SP:Iteration 37Q (106078.910000 sec): 3 clusters
  Score: Raw -1745273.399956 + Penalty 4643.482074 = -1740629.917883
  nChanged 38
		SP:Iteration 38Q (106079.120000 sec): 3 clusters
  Score: Raw -1745285.530690 + Penalty 4643.482074 = -1740642.048616
  nChanged 45
		SP:Iteration 39Q (106079.340000 sec): 3 clusters
  Score: Raw -1745298.321587 + Penalty 4643.482074 = -1740654.839513
  nChanged 38
		SP:Iteration 40F (106079.520000 sec): 3 clusters
  Score: Raw -1745308.766314 + Penalty 4643.482074 = -1740665.284241
  nChanged 36
		SP:Iteration 41Q (106079.720000 sec): 3 clusters
  Score: Raw -1745316.992371 + Penalty 4643.482074 = -1740673.510297
  nChanged 34
		SP:Iteration 42Q (106079.940000 sec): 3 clusters
  Score: Raw -1745325.848328 + Penalty 4643.482074 = -1740682.366254
  nChanged 28
		SP:Iteration 43Q (106080.170000 sec): 3 clusters
  Score: Raw -1745332.356016 + Penalty 4643.482074 = -1740688.873942
  nChanged 18
		SP:Iteration 44Q (106080.380000 sec): 3 clusters
  Score: Raw -1745336.669017 + Penalty 4643.482074 = -1740693.186943
  nChanged 25
		SP:Iteration 45Q (106080.630000 sec): 3 clusters
  Score: Raw -1745344.608039 + Penalty 4643.482074 = -1740701.125966
  nChanged 28
		SP:Iteration 46Q (106080.820000 sec): 3 clusters
  Score: Raw -1745353.960996 + Penalty 4643.482074 = -1740710.478922
  nChanged 36
		SP:Iteration 47Q (106081.110000 sec): 3 clusters
  Score: Raw -1745370.823239 + Penalty 4643.482074 = -1740727.341165
  nChanged 41
		SP:Iteration 48Q (106081.350000 sec): 3 clusters
  Score: Raw -1745389.050798 + Penalty 4643.482074 = -1740745.568724
  nChanged 45
		SP:Iteration 49Q (106081.610000 sec): 3 clusters
  Score: Raw -1745406.490630 + Penalty 4643.482074 = -1740763.008557
  nChanged 42
		SP:Iteration 50Q (106081.830000 sec): 3 clusters
  Score: Raw -1745422.058419 + Penalty 4643.482074 = -1740778.576346
  nChanged 43
		SP:Iteration 51Q (106082.040000 sec): 3 clusters
  Score: Raw -1745439.356463 + Penalty 4643.482074 = -1740795.874389
  nChanged 46
		SP:Iteration 52Q (106082.320000 sec): 3 clusters
  Score: Raw -1745462.303907 + Penalty 4643.482074 = -1740818.821833
  nChanged 45
		SP:Iteration 53Q (106082.520000 sec): 3 clusters
  Score: Raw -1745491.595065 + Penalty 4643.482074 = -1740848.112991
  nChanged 70
		SP:Iteration 54Q (106082.790000 sec): 3 clusters
  Score: Raw -1745539.850456 + Penalty 4643.482074 = -1740896.368383
  nChanged 81
		SP:Iteration 55Q (106083.000000 sec): 3 clusters
  Score: Raw -1745624.378398 + Penalty 4643.482074 = -1740980.896325
  nChanged 83
		SP:Iteration 56Q (106083.220000 sec): 3 clusters
  Score: Raw -1745740.475366 + Penalty 4643.482074 = -1741096.993292
  nChanged 114
		SP:Iteration 57Q (106083.460000 sec): 3 clusters
  Score: Raw -1745892.655655 + Penalty 4643.482074 = -1741249.173582
  nChanged 108
		SP:Iteration 58Q (106083.660000 sec): 3 clusters
  Score: Raw -1745972.247607 + Penalty 4643.482074 = -1741328.765533
  nChanged 90
		SP:Iteration 59Q (106083.950000 sec): 3 clusters
  Score: Raw -1746017.472387 + Penalty 4643.482074 = -1741373.990313
  nChanged 73
		SP:Iteration 60F (106084.160000 sec): 3 clusters
  Score: Raw -1746054.856706 + Penalty 4643.482074 = -1741411.374632
  nChanged 71
		SP:Iteration 61Q (106084.430000 sec): 3 clusters
  Score: Raw -1746079.357884 + Penalty 4643.482074 = -1741435.875811
  nChanged 60
		SP:Iteration 62Q (106084.610000 sec): 3 clusters
  Score: Raw -1746096.256769 + Penalty 4643.482074 = -1741452.774695
  nChanged 42
		SP:Iteration 63Q (106084.820000 sec): 3 clusters
  Score: Raw -1746106.061986 + Penalty 4643.482074 = -1741462.579912
  nChanged 39
		SP:Iteration 64Q (106085.030000 sec): 3 clusters
  Score: Raw -1746116.569458 + Penalty 4643.482074 = -1741473.087384
  nChanged 32
		SP:Iteration 65Q (106085.290000 sec): 3 clusters
  Score: Raw -1746123.945334 + Penalty 4643.482074 = -1741480.463260
  nChanged 28
		SP:Iteration 66Q (106085.540000 sec): 3 clusters
  Score: Raw -1746129.581536 + Penalty 4643.482074 = -1741486.099462
  nChanged 24
		SP:Iteration 67Q (106085.760000 sec): 3 clusters
  Score: Raw -1746133.344230 + Penalty 4643.482074 = -1741489.862157
  nChanged 18
		SP:Iteration 68Q (106085.970000 sec): 3 clusters
  Score: Raw -1746135.731402 + Penalty 4643.482074 = -1741492.249328
  nChanged 10
		SP:Iteration 69Q (106086.220000 sec): 3 clusters
  Score: Raw -1746137.162125 + Penalty 4643.482074 = -1741493.680051
  nChanged 16
		SP:Iteration 70Q (106086.480000 sec): 3 clusters
  Score: Raw -1746139.631094 + Penalty 4643.482074 = -1741496.149021
  nChanged 16
		SP:Iteration 71Q (106086.700000 sec): 3 clusters
  Score: Raw -1746142.577724 + Penalty 4643.482074 = -1741499.095650
  nChanged 16
		SP:Iteration 72Q (106086.960000 sec): 3 clusters
  Score: Raw -1746145.506767 + Penalty 4643.482074 = -1741502.024693
  nChanged 15
		SP:Iteration 73Q (106087.180000 sec): 3 clusters
  Score: Raw -1746147.519098 + Penalty 4643.482074 = -1741504.037024
  nChanged 11
		SP:Iteration 74Q (106087.400000 sec): 3 clusters
  Score: Raw -1746149.133615 + Penalty 4643.482074 = -1741505.651542
  nChanged 9
		SP:Iteration 75Q (106087.670000 sec): 3 clusters
  Score: Raw -1746150.562064 + Penalty 4643.482074 = -1741507.079990
  nChanged 11
		SP:Iteration 76Q (106087.940000 sec): 3 clusters
  Score: Raw -1746152.181537 + Penalty 4643.482074 = -1741508.699463
  nChanged 13
		SP:Iteration 77Q (106088.160000 sec): 3 clusters
  Score: Raw -1746153.730686 + Penalty 4643.482074 = -1741510.248613
  nChanged 6
		SP:Iteration 78Q (106088.380000 sec): 3 clusters
  Score: Raw -1746154.510573 + Penalty 4643.482074 = -1741511.028499
  nChanged 6
		SP:Iteration 79Q (106088.650000 sec): 3 clusters
  Score: Raw -1746155.276374 + Penalty 4643.482074 = -1741511.794301
  nChanged 3
		SP:Iteration 80F (106088.870000 sec): 3 clusters
  Score: Raw -1746155.574840 + Penalty 4643.482074 = -1741512.092767
  nChanged 2
		SP:Iteration 81Q (106089.140000 sec): 3 clusters
  Score: Raw -1746155.845253 + Penalty 4643.482074 = -1741512.363180
  nChanged 2
		SP:Iteration 82Q (106089.360000 sec): 3 clusters
  Score: Raw -1746156.033498 + Penalty 4643.482074 = -1741512.551424
  nChanged 3
		SP:Iteration 83Q (106089.630000 sec): 3 clusters
  Score: Raw -1746156.380170 + Penalty 4643.482074 = -1741512.898096
  nChanged 4
		SP:Iteration 84Q (106089.850000 sec): 3 clusters
  Score: Raw -1746157.017188 + Penalty 4643.482074 = -1741513.535115
  nChanged 5
		SP:Iteration 85Q (106090.110000 sec): 3 clusters
  Score: Raw -1746157.591515 + Penalty 4643.482074 = -1741514.109441
  nChanged 3
		SP:Iteration 86Q (106090.330000 sec): 3 clusters
  Score: Raw -1746157.917606 + Penalty 4643.482074 = -1741514.435533
  nChanged 3
		SP:Iteration 87Q (106090.590000 sec): 3 clusters
  Score: Raw -1746158.319358 + Penalty 4643.482074 = -1741514.837284
  nChanged 1
		SP:Iteration 88Q (106090.810000 sec): 3 clusters
  Score: Raw -1746158.457924 + Penalty 4643.482074 = -1741514.975850
  nChanged 2
		SP:Iteration 89Q (106091.080000 sec): 3 clusters
  Score: Raw -1746158.582112 + Penalty 4643.482074 = -1741515.100039
  nChanged 0
		SP:Iteration 90F (106091.300000 sec): 3 clusters
  Score: Raw -1746158.582112 + Penalty 4643.482074 = -1741515.100039
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 36 (21578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106091.520000 sec): 2 clusters
  Score: Raw -3459080.544207 + Penalty 2474.898530 = -3456605.645677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106091.850000 sec): 3 clusters
  Score: Raw -3446513.266235 + Penalty 4949.797060 = -3441563.469175
  nChanged 9604
		SP:Iteration 1F (106092.180000 sec): 3 clusters
  Score: Raw -3451725.258929 + Penalty 4949.797060 = -3446775.461869
  nChanged 1393
		SP:Iteration 2F (106092.510000 sec): 3 clusters
  Score: Raw -3452526.037709 + Penalty 4949.797060 = -3447576.240649
  nChanged 1538
		SP:Iteration 3F (106092.830000 sec): 3 clusters
  Score: Raw -3453750.549009 + Penalty 4949.797060 = -3448800.751949
  nChanged 1768
		SP:Iteration 4F (106093.120000 sec): 3 clusters
  Score: Raw -3455354.638718 + Penalty 4949.797060 = -3450404.841659
  nChanged 1806
		SP:Iteration 5F (106093.450000 sec): 3 clusters
  Score: Raw -3456957.945507 + Penalty 4949.797060 = -3452008.148447
  nChanged 1518
		SP:Iteration 6F (106093.780000 sec): 3 clusters
  Score: Raw -3458016.810567 + Penalty 4949.797060 = -3453067.013507
  nChanged 1049
		SP:Iteration 7Q (106094.110000 sec): 3 clusters
  Score: Raw -3458502.403210 + Penalty 4949.797060 = -3453552.606150
  nChanged 669
		SP:Iteration 8Q (106094.440000 sec): 3 clusters
  Score: Raw -3458732.309131 + Penalty 4949.797060 = -3453782.512071
  nChanged 444
		SP:Iteration 9Q (106094.770000 sec): 3 clusters
  Score: Raw -3458855.707307 + Penalty 4949.797060 = -3453905.910248
  nChanged 324
		SP:Iteration 10Q (106095.110000 sec): 3 clusters
  Score: Raw -3458930.108755 + Penalty 4949.797060 = -3453980.311695
  nChanged 231
		SP:Iteration 11Q (106095.430000 sec): 3 clusters
  Score: Raw -3458973.352058 + Penalty 4949.797060 = -3454023.554998
  nChanged 184
		SP:Iteration 12Q (106095.760000 sec): 3 clusters
  Score: Raw -3459007.960889 + Penalty 4949.797060 = -3454058.163829
  nChanged 168
		SP:Iteration 13Q (106096.160000 sec): 3 clusters
  Score: Raw -3459038.367555 + Penalty 4949.797060 = -3454088.570495
  nChanged 149
		SP:Iteration 14Q (106096.460000 sec): 3 clusters
  Score: Raw -3459064.599653 + Penalty 4949.797060 = -3454114.802593
  nChanged 140
		SP:Iteration 15Q (106096.800000 sec): 3 clusters
  Score: Raw -3459086.869326 + Penalty 4949.797060 = -3454137.072266
  nChanged 135
		SP:Iteration 16Q (106097.120000 sec): 3 clusters
  Score: Raw -3459107.560927 + Penalty 4949.797060 = -3454157.763867
  nChanged 133
		SP:Iteration 17Q (106097.460000 sec): 3 clusters
  Score: Raw -3459128.210329 + Penalty 4949.797060 = -3454178.413269
  nChanged 128
		SP:Iteration 18Q (106097.820000 sec): 3 clusters
  Score: Raw -3459146.873457 + Penalty 4949.797060 = -3454197.076397
  nChanged 126
		SP:Iteration 19Q (106098.200000 sec): 3 clusters
  Score: Raw -3459166.470811 + Penalty 4949.797060 = -3454216.673752
  nChanged 135
		SP:Iteration 20F (106098.530000 sec): 3 clusters
  Score: Raw -3459189.155467 + Penalty 4949.797060 = -3454239.358407
  nChanged 149
		SP:Iteration 21Q (106098.860000 sec): 3 clusters
  Score: Raw -3459213.993489 + Penalty 4949.797060 = -3454264.196429
  nChanged 146
		SP:Iteration 22Q (106099.190000 sec): 3 clusters
  Score: Raw -3459237.401991 + Penalty 4949.797060 = -3454287.604931
  nChanged 153
		SP:Iteration 23Q (106099.520000 sec): 3 clusters
  Score: Raw -3459264.106813 + Penalty 4949.797060 = -3454314.309753
  nChanged 165
		SP:Iteration 24Q (106099.850000 sec): 3 clusters
  Score: Raw -3459294.870506 + Penalty 4949.797060 = -3454345.073446
  nChanged 146
		SP:Iteration 25Q (106100.180000 sec): 3 clusters
  Score: Raw -3459321.885311 + Penalty 4949.797060 = -3454372.088251
  nChanged 155
		SP:Iteration 26Q (106100.520000 sec): 3 clusters
  Score: Raw -3459351.416545 + Penalty 4949.797060 = -3454401.619486
  nChanged 161
		SP:Iteration 27Q (106100.840000 sec): 3 clusters
  Score: Raw -3459379.095722 + Penalty 4949.797060 = -3454429.298663
  nChanged 166
		SP:Iteration 28Q (106101.180000 sec): 3 clusters
  Score: Raw -3459408.555539 + Penalty 4949.797060 = -3454458.758479
  nChanged 188
		SP:Iteration 29Q (106101.500000 sec): 3 clusters
  Score: Raw -3459443.908321 + Penalty 4949.797060 = -3454494.111261
  nChanged 211
		SP:Iteration 30Q (106101.830000 sec): 3 clusters
  Score: Raw -3459485.527677 + Penalty 4949.797060 = -3454535.730617
  nChanged 208
		SP:Iteration 31Q (106102.160000 sec): 3 clusters
  Score: Raw -3459527.760166 + Penalty 4949.797060 = -3454577.963106
  nChanged 207
		SP:Iteration 32Q (106102.490000 sec): 3 clusters
  Score: Raw -3459571.071477 + Penalty 4949.797060 = -3454621.274417
  nChanged 214
		SP:Iteration 33Q (106102.820000 sec): 3 clusters
  Score: Raw -3459614.115669 + Penalty 4949.797060 = -3454664.318609
  nChanged 204
		SP:Iteration 34Q (106103.160000 sec): 3 clusters
  Score: Raw -3459652.912395 + Penalty 4949.797060 = -3454703.115335
  nChanged 213
		SP:Iteration 35Q (106103.480000 sec): 3 clusters
  Score: Raw -3459694.618480 + Penalty 4949.797060 = -3454744.821420
  nChanged 208
		SP:Iteration 36Q (106103.780000 sec): 3 clusters
  Score: Raw -3459732.749026 + Penalty 4949.797060 = -3454782.951966
  nChanged 203
		SP:Iteration 37Q (106104.090000 sec): 3 clusters
  Score: Raw -3459768.296173 + Penalty 4949.797060 = -3454818.499113
  nChanged 172
		SP:Iteration 38Q (106104.400000 sec): 3 clusters
  Score: Raw -3459796.752726 + Penalty 4949.797060 = -3454846.955666
  nChanged 151
		SP:Iteration 39Q (106104.710000 sec): 3 clusters
  Score: Raw -3459821.747546 + Penalty 4949.797060 = -3454871.950486
  nChanged 137
		SP:Iteration 40F (106105.080000 sec): 3 clusters
  Score: Raw -3459844.258155 + Penalty 4949.797060 = -3454894.461095
  nChanged 149
		SP:Iteration 41Q (106105.390000 sec): 3 clusters
  Score: Raw -3459868.354430 + Penalty 4949.797060 = -3454918.557371
  nChanged 146
		SP:Iteration 42Q (106105.720000 sec): 3 clusters
  Score: Raw -3459890.377801 + Penalty 4949.797060 = -3454940.580741
  nChanged 135
		SP:Iteration 43Q (106106.080000 sec): 3 clusters
  Score: Raw -3459911.778969 + Penalty 4949.797060 = -3454961.981909
  nChanged 126
		SP:Iteration 44Q (106106.400000 sec): 3 clusters
  Score: Raw -3459931.716691 + Penalty 4949.797060 = -3454981.919631
  nChanged 127
		SP:Iteration 45Q (106106.780000 sec): 3 clusters
  Score: Raw -3459952.881611 + Penalty 4949.797060 = -3455003.084551
  nChanged 134
		SP:Iteration 46Q (106107.080000 sec): 3 clusters
  Score: Raw -3459974.266006 + Penalty 4949.797060 = -3455024.468946
  nChanged 125
		SP:Iteration 47Q (106107.430000 sec): 3 clusters
  Score: Raw -3459996.229989 + Penalty 4949.797060 = -3455046.432929
  nChanged 109
		SP:Iteration 48Q (106107.730000 sec): 3 clusters
  Score: Raw -3460013.001047 + Penalty 4949.797060 = -3455063.203988
  nChanged 108
		SP:Iteration 49Q (106108.000000 sec): 3 clusters
  Score: Raw -3460027.887112 + Penalty 4949.797060 = -3455078.090052
  nChanged 107
		SP:Iteration 50Q (106108.260000 sec): 3 clusters
  Score: Raw -3460042.398556 + Penalty 4949.797060 = -3455092.601496
  nChanged 101
		SP:Iteration 51Q (106108.580000 sec): 3 clusters
  Score: Raw -3460055.499392 + Penalty 4949.797060 = -3455105.702332
  nChanged 95
		SP:Iteration 52Q (106108.830000 sec): 3 clusters
  Score: Raw -3460067.763159 + Penalty 4949.797060 = -3455117.966099
  nChanged 81
		SP:Iteration 53Q (106109.120000 sec): 3 clusters
  Score: Raw -3460077.764693 + Penalty 4949.797060 = -3455127.967633
  nChanged 81
		SP:Iteration 54Q (106109.440000 sec): 3 clusters
  Score: Raw -3460090.082896 + Penalty 4949.797060 = -3455140.285836
  nChanged 107
		SP:Iteration 55Q (106109.730000 sec): 3 clusters
  Score: Raw -3460105.829904 + Penalty 4949.797060 = -3455156.032844
  nChanged 97
		SP:Iteration 56Q (106110.030000 sec): 3 clusters
  Score: Raw -3460121.596541 + Penalty 4949.797060 = -3455171.799481
  nChanged 98
		SP:Iteration 57Q (106110.300000 sec): 3 clusters
  Score: Raw -3460135.868822 + Penalty 4949.797060 = -3455186.071762
  nChanged 89
		SP:Iteration 58Q (106110.590000 sec): 3 clusters
  Score: Raw -3460148.523124 + Penalty 4949.797060 = -3455198.726064
  nChanged 95
		SP:Iteration 59Q (106110.900000 sec): 3 clusters
  Score: Raw -3460162.813164 + Penalty 4949.797060 = -3455213.016104
  nChanged 106
		SP:Iteration 60F (106111.250000 sec): 3 clusters
  Score: Raw -3460178.985771 + Penalty 4949.797060 = -3455229.188712
  nChanged 99
		SP:Iteration 61Q (106111.620000 sec): 3 clusters
  Score: Raw -3460194.136581 + Penalty 4949.797060 = -3455244.339521
  nChanged 98
		SP:Iteration 62Q (106112.000000 sec): 3 clusters
  Score: Raw -3460211.419079 + Penalty 4949.797060 = -3455261.622019
  nChanged 84
		SP:Iteration 63Q (106112.330000 sec): 3 clusters
  Score: Raw -3460222.895911 + Penalty 4949.797060 = -3455273.098851
  nChanged 70
		SP:Iteration 64Q (106112.640000 sec): 3 clusters
  Score: Raw -3460231.785006 + Penalty 4949.797060 = -3455281.987946
  nChanged 66
		SP:Iteration 65Q (106112.920000 sec): 3 clusters
  Score: Raw -3460241.626430 + Penalty 4949.797060 = -3455291.829370
  nChanged 87
		SP:Iteration 66Q (106113.210000 sec): 3 clusters
  Score: Raw -3460256.028506 + Penalty 4949.797060 = -3455306.231446
  nChanged 89
		SP:Iteration 67Q (106113.510000 sec): 3 clusters
  Score: Raw -3460269.478333 + Penalty 4949.797060 = -3455319.681273
  nChanged 89
		SP:Iteration 68Q (106113.840000 sec): 3 clusters
  Score: Raw -3460283.925844 + Penalty 4949.797060 = -3455334.128784
  nChanged 75
		SP:Iteration 69Q (106114.160000 sec): 3 clusters
  Score: Raw -3460295.253451 + Penalty 4949.797060 = -3455345.456392
  nChanged 79
		SP:Iteration 70Q (106114.490000 sec): 3 clusters
  Score: Raw -3460306.547050 + Penalty 4949.797060 = -3455356.749991
  nChanged 61
		SP:Iteration 71Q (106114.800000 sec): 3 clusters
  Score: Raw -3460315.633785 + Penalty 4949.797060 = -3455365.836725
  nChanged 57
		SP:Iteration 72Q (106115.220000 sec): 3 clusters
  Score: Raw -3460323.459317 + Penalty 4949.797060 = -3455373.662257
  nChanged 46
		SP:Iteration 73Q (106115.520000 sec): 3 clusters
  Score: Raw -3460330.290615 + Penalty 4949.797060 = -3455380.493555
  nChanged 45
		SP:Iteration 74Q (106115.790000 sec): 3 clusters
  Score: Raw -3460335.980370 + Penalty 4949.797060 = -3455386.183310
  nChanged 38
		SP:Iteration 75Q (106116.070000 sec): 3 clusters
  Score: Raw -3460341.080029 + Penalty 4949.797060 = -3455391.282969
  nChanged 39
		SP:Iteration 76Q (106116.390000 sec): 3 clusters
  Score: Raw -3460345.334105 + Penalty 4949.797060 = -3455395.537045
  nChanged 43
		SP:Iteration 77Q (106116.670000 sec): 3 clusters
  Score: Raw -3460350.878659 + Penalty 4949.797060 = -3455401.081599
  nChanged 34
		SP:Iteration 78Q (106116.990000 sec): 3 clusters
  Score: Raw -3460354.726290 + Penalty 4949.797060 = -3455404.929230
  nChanged 37
		SP:Iteration 79Q (106117.270000 sec): 3 clusters
  Score: Raw -3460359.041853 + Penalty 4949.797060 = -3455409.244793
  nChanged 31
		SP:Iteration 80F (106117.660000 sec): 3 clusters
  Score: Raw -3460362.456010 + Penalty 4949.797060 = -3455412.658950
  nChanged 29
		SP:Iteration 81Q (106117.940000 sec): 3 clusters
  Score: Raw -3460365.446610 + Penalty 4949.797060 = -3455415.649550
  nChanged 25
		SP:Iteration 82Q (106118.270000 sec): 3 clusters
  Score: Raw -3460368.568147 + Penalty 4949.797060 = -3455418.771087
  nChanged 40
		SP:Iteration 83Q (106118.600000 sec): 3 clusters
  Score: Raw -3460374.112654 + Penalty 4949.797060 = -3455424.315594
  nChanged 37
		SP:Iteration 84Q (106118.920000 sec): 3 clusters
  Score: Raw -3460378.709616 + Penalty 4949.797060 = -3455428.912556
  nChanged 37
		SP:Iteration 85Q (106119.220000 sec): 3 clusters
  Score: Raw -3460383.914574 + Penalty 4949.797060 = -3455434.117514
  nChanged 40
		SP:Iteration 86Q (106119.460000 sec): 3 clusters
  Score: Raw -3460389.299767 + Penalty 4949.797060 = -3455439.502707
  nChanged 42
		SP:Iteration 87Q (106119.750000 sec): 3 clusters
  Score: Raw -3460394.775452 + Penalty 4949.797060 = -3455444.978392
  nChanged 47
		SP:Iteration 88Q (106120.080000 sec): 3 clusters
  Score: Raw -3460401.113268 + Penalty 4949.797060 = -3455451.316208
  nChanged 46
		SP:Iteration 89Q (106120.350000 sec): 3 clusters
  Score: Raw -3460407.662534 + Penalty 4949.797060 = -3455457.865474
  nChanged 38
		SP:Iteration 90Q (106120.630000 sec): 3 clusters
  Score: Raw -3460413.260325 + Penalty 4949.797060 = -3455463.463265
  nChanged 42
		SP:Iteration 91Q (106120.950000 sec): 3 clusters
  Score: Raw -3460418.848707 + Penalty 4949.797060 = -3455469.051647
  nChanged 39
		SP:Iteration 92Q (106121.220000 sec): 3 clusters
  Score: Raw -3460423.541877 + Penalty 4949.797060 = -3455473.744817
  nChanged 37
		SP:Iteration 93Q (106121.500000 sec): 3 clusters
  Score: Raw -3460428.060157 + Penalty 4949.797060 = -3455478.263097
  nChanged 29
		SP:Iteration 94Q (106121.790000 sec): 3 clusters
  Score: Raw -3460431.974270 + Penalty 4949.797060 = -3455482.177210
  nChanged 27
		SP:Iteration 95Q (106122.070000 sec): 3 clusters
  Score: Raw -3460435.265817 + Penalty 4949.797060 = -3455485.468757
  nChanged 29
		SP:Iteration 96Q (106122.360000 sec): 3 clusters
  Score: Raw -3460438.894692 + Penalty 4949.797060 = -3455489.097632
  nChanged 25
		SP:Iteration 97Q (106122.690000 sec): 3 clusters
  Score: Raw -3460442.097164 + Penalty 4949.797060 = -3455492.300104
  nChanged 23
		SP:Iteration 98Q (106123.070000 sec): 3 clusters
  Score: Raw -3460444.874924 + Penalty 4949.797060 = -3455495.077864
  nChanged 23
		SP:Iteration 99Q (106123.520000 sec): 3 clusters
  Score: Raw -3460447.589310 + Penalty 4949.797060 = -3455497.792250
  nChanged 20
		SP:Iteration 100F (106123.880000 sec): 3 clusters
  Score: Raw -3460449.783162 + Penalty 4949.797060 = -3455499.986102
  nChanged 24
		SP:Iteration 101Q (106124.260000 sec): 3 clusters
  Score: Raw -3460452.841729 + Penalty 4949.797060 = -3455503.044670
  nChanged 27
		SP:Iteration 102Q (106124.600000 sec): 3 clusters
  Score: Raw -3460456.029427 + Penalty 4949.797060 = -3455506.232367
  nChanged 19
		SP:Iteration 103Q (106124.920000 sec): 3 clusters
  Score: Raw -3460458.097375 + Penalty 4949.797060 = -3455508.300315
  nChanged 17
		SP:Iteration 104Q (106125.240000 sec): 3 clusters
  Score: Raw -3460459.982537 + Penalty 4949.797060 = -3455510.185478
  nChanged 10
		SP:Iteration 105Q (106125.580000 sec): 3 clusters
  Score: Raw -3460461.351927 + Penalty 4949.797060 = -3455511.554867
  nChanged 14
		SP:Iteration 106Q (106125.900000 sec): 3 clusters
  Score: Raw -3460462.929472 + Penalty 4949.797060 = -3455513.132413
  nChanged 13
		SP:Iteration 107Q (106126.250000 sec): 3 clusters
  Score: Raw -3460464.342985 + Penalty 4949.797060 = -3455514.545925
  nChanged 14
		SP:Iteration 108Q (106126.600000 sec): 3 clusters
  Score: Raw -3460465.820830 + Penalty 4949.797060 = -3455516.023770
  nChanged 16
		SP:Iteration 109Q (106126.880000 sec): 3 clusters
  Score: Raw -3460467.732773 + Penalty 4949.797060 = -3455517.935713
  nChanged 18
		SP:Iteration 110Q (106127.260000 sec): 3 clusters
  Score: Raw -3460469.827561 + Penalty 4949.797060 = -3455520.030501
  nChanged 14
		SP:Iteration 111Q (106127.570000 sec): 3 clusters
  Score: Raw -3460471.266911 + Penalty 4949.797060 = -3455521.469851
  nChanged 11
		SP:Iteration 112Q (106127.920000 sec): 3 clusters
  Score: Raw -3460472.319651 + Penalty 4949.797060 = -3455522.522591
  nChanged 12
		SP:Iteration 113Q (106128.260000 sec): 3 clusters
  Score: Raw -3460473.365392 + Penalty 4949.797060 = -3455523.568332
  nChanged 10
		SP:Iteration 114Q (106128.590000 sec): 3 clusters
  Score: Raw -3460474.297964 + Penalty 4949.797060 = -3455524.500904
  nChanged 7
		SP:Iteration 115Q (106128.920000 sec): 3 clusters
  Score: Raw -3460475.017814 + Penalty 4949.797060 = -3455525.220754
  nChanged 7
		SP:Iteration 116Q (106129.240000 sec): 3 clusters
  Score: Raw -3460475.697926 + Penalty 4949.797060 = -3455525.900866
  nChanged 9
		SP:Iteration 117Q (106129.550000 sec): 3 clusters
  Score: Raw -3460476.655298 + Penalty 4949.797060 = -3455526.858238
  nChanged 10
		SP:Iteration 118Q (106129.920000 sec): 3 clusters
  Score: Raw -3460477.566030 + Penalty 4949.797060 = -3455527.768970
  nChanged 9
		SP:Iteration 119Q (106130.210000 sec): 3 clusters
  Score: Raw -3460478.504469 + Penalty 4949.797060 = -3455528.707409
  nChanged 12
		SP:Iteration 120F (106130.500000 sec): 3 clusters
  Score: Raw -3460479.622648 + Penalty 4949.797060 = -3455529.825588
  nChanged 2
		SP:Iteration 121Q (106130.880000 sec): 3 clusters
  Score: Raw -3460479.967321 + Penalty 4949.797060 = -3455530.170261
  nChanged 5
		SP:Iteration 122Q (106131.180000 sec): 3 clusters
  Score: Raw -3460480.578153 + Penalty 4949.797060 = -3455530.781093
  nChanged 2
		SP:Iteration 123Q (106131.460000 sec): 3 clusters
  Score: Raw -3460480.902570 + Penalty 4949.797060 = -3455531.105510
  nChanged 3
		SP:Iteration 124Q (106131.770000 sec): 3 clusters
  Score: Raw -3460481.325348 + Penalty 4949.797060 = -3455531.528288
  nChanged 4
		SP:Iteration 125Q (106132.120000 sec): 3 clusters
  Score: Raw -3460481.720149 + Penalty 4949.797060 = -3455531.923089
  nChanged 3
		SP:Iteration 126Q (106132.480000 sec): 3 clusters
  Score: Raw -3460482.086090 + Penalty 4949.797060 = -3455532.289030
  nChanged 3
		SP:Iteration 127Q (106132.810000 sec): 3 clusters
  Score: Raw -3460482.385013 + Penalty 4949.797060 = -3455532.587953
  nChanged 5
		SP:Iteration 128Q (106133.110000 sec): 3 clusters
  Score: Raw -3460483.032637 + Penalty 4949.797060 = -3455533.235577
  nChanged 3
		SP:Iteration 129Q (106133.480000 sec): 3 clusters
  Score: Raw -3460483.228102 + Penalty 4949.797060 = -3455533.431042
  nChanged 1
		SP:Iteration 130Q (106133.810000 sec): 3 clusters
  Score: Raw -3460483.334425 + Penalty 4949.797060 = -3455533.537365
  nChanged 1
		SP:Iteration 131Q (106134.190000 sec): 3 clusters
  Score: Raw -3460483.432293 + Penalty 4949.797060 = -3455533.635233
  nChanged 1
		SP:Iteration 132Q (106134.480000 sec): 3 clusters
  Score: Raw -3460483.507021 + Penalty 4949.797060 = -3455533.709961
  nChanged 1
		SP:Iteration 133Q (106134.780000 sec): 3 clusters
  Score: Raw -3460483.561678 + Penalty 4949.797060 = -3455533.764619
  nChanged 0
		SP:Iteration 134F (106135.140000 sec): 3 clusters
  Score: Raw -3460483.561678 + Penalty 4949.797060 = -3455533.764619
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 37 (138450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106136.030000 sec): 2 clusters
  Score: Raw -22500840.693345 + Penalty 2935.889603 = -22497904.803741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106137.120000 sec): 3 clusters
  Score: Raw -22411131.846441 + Penalty 5871.779206 = -22405260.067235
  nChanged 65854
		SP:Iteration 1F (106138.170000 sec): 3 clusters
  Score: Raw -22449932.522007 + Penalty 5871.779206 = -22444060.742800
  nChanged 4941
		SP:Iteration 2Q (106139.320000 sec): 3 clusters
  Score: Raw -22451627.674142 + Penalty 5871.779206 = -22445755.894936
  nChanged 6073
		SP:Iteration 3Q (106140.480000 sec): 3 clusters
  Score: Raw -22454356.368880 + Penalty 5871.779206 = -22448484.589674
  nChanged 7653
		SP:Iteration 4F (106141.600000 sec): 3 clusters
  Score: Raw -22458833.818208 + Penalty 5871.779206 = -22452962.039002
  nChanged 9562
		SP:Iteration 5F (106142.660000 sec): 3 clusters
  Score: Raw -22465695.267973 + Penalty 5871.779206 = -22459823.488767
  nChanged 10705
		SP:Iteration 6F (106143.810000 sec): 3 clusters
  Score: Raw -22474636.342012 + Penalty 5871.779206 = -22468764.562806
  nChanged 10174
		SP:Iteration 7F (106144.890000 sec): 3 clusters
  Score: Raw -22484175.885893 + Penalty 5871.779206 = -22478304.106687
  nChanged 7576
		SP:Iteration 8F (106146.040000 sec): 3 clusters
  Score: Raw -22492348.243069 + Penalty 5871.779206 = -22486476.463863
  nChanged 4710
		SP:Iteration 9Q (106147.210000 sec): 3 clusters
  Score: Raw -22497464.163562 + Penalty 5871.779206 = -22491592.384356
  nChanged 3104
		SP:Iteration 10Q (106148.290000 sec): 3 clusters
  Score: Raw -22499988.445302 + Penalty 5871.779206 = -22494116.666096
  nChanged 2101
		SP:Iteration 11Q (106149.300000 sec): 3 clusters
  Score: Raw -22501249.415864 + Penalty 5871.779206 = -22495377.636658
  nChanged 1504
		SP:Iteration 12Q (106150.400000 sec): 3 clusters
  Score: Raw -22502050.665985 + Penalty 5871.779206 = -22496178.886779
  nChanged 1228
		SP:Iteration 13Q (106151.440000 sec): 3 clusters
  Score: Raw -22502615.072967 + Penalty 5871.779206 = -22496743.293760
  nChanged 987
		SP:Iteration 14Q (106152.480000 sec): 3 clusters
  Score: Raw -22503001.897628 + Penalty 5871.779206 = -22497130.118421
  nChanged 864
		SP:Iteration 15Q (106153.600000 sec): 3 clusters
  Score: Raw -22503267.255630 + Penalty 5871.779206 = -22497395.476424
  nChanged 671
		SP:Iteration 16Q (106154.690000 sec): 3 clusters
  Score: Raw -22503431.508815 + Penalty 5871.779206 = -22497559.729609
  nChanged 567
		SP:Iteration 17Q (106155.640000 sec): 3 clusters
  Score: Raw -22503546.437543 + Penalty 5871.779206 = -22497674.658337
  nChanged 424
		SP:Iteration 18Q (106156.630000 sec): 3 clusters
  Score: Raw -22503620.452741 + Penalty 5871.779206 = -22497748.673535
  nChanged 371
		SP:Iteration 19Q (106157.760000 sec): 3 clusters
  Score: Raw -22503677.860425 + Penalty 5871.779206 = -22497806.081219
  nChanged 300
		SP:Iteration 20F (106158.870000 sec): 3 clusters
  Score: Raw -22503713.540344 + Penalty 5871.779206 = -22497841.761138
  nChanged 231
		SP:Iteration 21Q (106159.930000 sec): 3 clusters
  Score: Raw -22503736.411163 + Penalty 5871.779206 = -22497864.631957
  nChanged 174
		SP:Iteration 22Q (106160.950000 sec): 3 clusters
  Score: Raw -22503751.420018 + Penalty 5871.779206 = -22497879.640812
  nChanged 146
		SP:Iteration 23Q (106162.080000 sec): 3 clusters
  Score: Raw -22503762.680823 + Penalty 5871.779206 = -22497890.901616
  nChanged 135
		SP:Iteration 24Q (106163.200000 sec): 3 clusters
  Score: Raw -22503772.618754 + Penalty 5871.779206 = -22497900.839548
  nChanged 112
		SP:Iteration 25Q (106164.310000 sec): 3 clusters
  Score: Raw -22503779.750665 + Penalty 5871.779206 = -22497907.971458
  nChanged 78
		SP:Iteration 26Q (106165.400000 sec): 3 clusters
  Score: Raw -22503784.010407 + Penalty 5871.779206 = -22497912.231201
  nChanged 68
		SP:Iteration 27Q (106166.540000 sec): 3 clusters
  Score: Raw -22503787.230960 + Penalty 5871.779206 = -22497915.451754
  nChanged 64
		SP:Iteration 28Q (106167.640000 sec): 3 clusters
  Score: Raw -22503790.406799 + Penalty 5871.779206 = -22497918.627593
  nChanged 59
		SP:Iteration 29Q (106168.720000 sec): 3 clusters
  Score: Raw -22503793.397551 + Penalty 5871.779206 = -22497921.618344
  nChanged 64
		SP:Iteration 30Q (106169.820000 sec): 3 clusters
  Score: Raw -22503796.340541 + Penalty 5871.779206 = -22497924.561335
  nChanged 63
		SP:Iteration 31Q (106170.850000 sec): 3 clusters
  Score: Raw -22503799.445861 + Penalty 5871.779206 = -22497927.666655
  nChanged 64
		SP:Iteration 32Q (106171.920000 sec): 3 clusters
  Score: Raw -22503802.326989 + Penalty 5871.779206 = -22497930.547782
  nChanged 61
		SP:Iteration 33Q (106172.920000 sec): 3 clusters
  Score: Raw -22503804.733111 + Penalty 5871.779206 = -22497932.953905
  nChanged 57
		SP:Iteration 34Q (106173.870000 sec): 3 clusters
  Score: Raw -22503807.280895 + Penalty 5871.779206 = -22497935.501689
  nChanged 64
		SP:Iteration 35Q (106175.010000 sec): 3 clusters
  Score: Raw -22503810.218719 + Penalty 5871.779206 = -22497938.439512
  nChanged 56
		SP:Iteration 36Q (106176.090000 sec): 3 clusters
  Score: Raw -22503812.904955 + Penalty 5871.779206 = -22497941.125749
  nChanged 55
		SP:Iteration 37Q (106177.230000 sec): 3 clusters
  Score: Raw -22503815.101426 + Penalty 5871.779206 = -22497943.322220
  nChanged 49
		SP:Iteration 38Q (106178.380000 sec): 3 clusters
  Score: Raw -22503817.165268 + Penalty 5871.779206 = -22497945.386062
  nChanged 49
		SP:Iteration 39Q (106179.410000 sec): 3 clusters
  Score: Raw -22503819.297481 + Penalty 5871.779206 = -22497947.518274
  nChanged 52
		SP:Iteration 40F (106180.620000 sec): 3 clusters
  Score: Raw -22503821.686076 + Penalty 5871.779206 = -22497949.906870
  nChanged 71
		SP:Iteration 41Q (106181.730000 sec): 3 clusters
  Score: Raw -22503825.724047 + Penalty 5871.779206 = -22497953.944841
  nChanged 65
		SP:Iteration 42Q (106182.820000 sec): 3 clusters
  Score: Raw -22503828.895062 + Penalty 5871.779206 = -22497957.115855
  nChanged 78
		SP:Iteration 43Q (106184.020000 sec): 3 clusters
  Score: Raw -22503832.644308 + Penalty 5871.779206 = -22497960.865102
  nChanged 66
		SP:Iteration 44Q (106185.200000 sec): 3 clusters
  Score: Raw -22503835.538653 + Penalty 5871.779206 = -22497963.759447
  nChanged 56
		SP:Iteration 45Q (106186.320000 sec): 3 clusters
  Score: Raw -22503837.776425 + Penalty 5871.779206 = -22497965.997219
  nChanged 51
		SP:Iteration 46Q (106187.510000 sec): 3 clusters
  Score: Raw -22503840.096894 + Penalty 5871.779206 = -22497968.317688
  nChanged 62
		SP:Iteration 47Q (106188.770000 sec): 3 clusters
  Score: Raw -22503843.073115 + Penalty 5871.779206 = -22497971.293909
  nChanged 72
		SP:Iteration 48Q (106190.020000 sec): 3 clusters
  Score: Raw -22503846.011830 + Penalty 5871.779206 = -22497974.232624
  nChanged 66
		SP:Iteration 49Q (106191.280000 sec): 3 clusters
  Score: Raw -22503848.620639 + Penalty 5871.779206 = -22497976.841433
  nChanged 51
		SP:Iteration 50Q (106192.540000 sec): 3 clusters
  Score: Raw -22503850.794137 + Penalty 5871.779206 = -22497979.014931
  nChanged 52
		SP:Iteration 51Q (106193.840000 sec): 3 clusters
  Score: Raw -22503852.751297 + Penalty 5871.779206 = -22497980.972091
  nChanged 36
		SP:Iteration 52Q (106195.100000 sec): 3 clusters
  Score: Raw -22503854.133989 + Penalty 5871.779206 = -22497982.354783
  nChanged 39
		SP:Iteration 53Q (106196.360000 sec): 3 clusters
  Score: Raw -22503855.643273 + Penalty 5871.779206 = -22497983.864067
  nChanged 41
		SP:Iteration 54Q (106197.620000 sec): 3 clusters
  Score: Raw -22503857.378692 + Penalty 5871.779206 = -22497985.599486
  nChanged 46
		SP:Iteration 55Q (106198.880000 sec): 3 clusters
  Score: Raw -22503859.535943 + Penalty 5871.779206 = -22497987.756736
  nChanged 54
		SP:Iteration 56Q (106200.060000 sec): 3 clusters
  Score: Raw -22503861.430767 + Penalty 5871.779206 = -22497989.651561
  nChanged 55
		SP:Iteration 57Q (106201.040000 sec): 3 clusters
  Score: Raw -22503863.843343 + Penalty 5871.779206 = -22497992.064137
  nChanged 42
		SP:Iteration 58Q (106202.170000 sec): 3 clusters
  Score: Raw -22503865.356905 + Penalty 5871.779206 = -22497993.577699
  nChanged 28
		SP:Iteration 59Q (106203.240000 sec): 3 clusters
  Score: Raw -22503866.261130 + Penalty 5871.779206 = -22497994.481924
  nChanged 27
		SP:Iteration 60F (106204.380000 sec): 3 clusters
  Score: Raw -22503867.080555 + Penalty 5871.779206 = -22497995.301349
  nChanged 30
		SP:Iteration 61Q (106205.450000 sec): 3 clusters
  Score: Raw -22503868.191028 + Penalty 5871.779206 = -22497996.411822
  nChanged 33
		SP:Iteration 62Q (106206.490000 sec): 3 clusters
  Score: Raw -22503869.509218 + Penalty 5871.779206 = -22497997.730012
  nChanged 40
		SP:Iteration 63Q (106207.560000 sec): 3 clusters
  Score: Raw -22503871.124219 + Penalty 5871.779206 = -22497999.345013
  nChanged 43
		SP:Iteration 64Q (106208.720000 sec): 3 clusters
  Score: Raw -22503872.853415 + Penalty 5871.779206 = -22498001.074209
  nChanged 37
		SP:Iteration 65Q (106209.760000 sec): 3 clusters
  Score: Raw -22503874.170816 + Penalty 5871.779206 = -22498002.391610
  nChanged 33
		SP:Iteration 66Q (106210.760000 sec): 3 clusters
  Score: Raw -22503875.134155 + Penalty 5871.779206 = -22498003.354949
  nChanged 24
		SP:Iteration 67Q (106211.790000 sec): 3 clusters
  Score: Raw -22503875.766681 + Penalty 5871.779206 = -22498003.987475
  nChanged 21
		SP:Iteration 68Q (106212.940000 sec): 3 clusters
  Score: Raw -22503876.305144 + Penalty 5871.779206 = -22498004.525938
  nChanged 28
		SP:Iteration 69Q (106214.010000 sec): 3 clusters
  Score: Raw -22503877.137117 + Penalty 5871.779206 = -22498005.357910
  nChanged 23
		SP:Iteration 70Q (106215.180000 sec): 3 clusters
  Score: Raw -22503877.927927 + Penalty 5871.779206 = -22498006.148720
  nChanged 22
		SP:Iteration 71Q (106216.270000 sec): 3 clusters
  Score: Raw -22503878.480721 + Penalty 5871.779206 = -22498006.701515
  nChanged 21
		SP:Iteration 72Q (106217.320000 sec): 3 clusters
  Score: Raw -22503879.172334 + Penalty 5871.779206 = -22498007.393127
  nChanged 22
		SP:Iteration 73Q (106218.490000 sec): 3 clusters
  Score: Raw -22503879.970941 + Penalty 5871.779206 = -22498008.191734
  nChanged 30
		SP:Iteration 74Q (106219.540000 sec): 3 clusters
  Score: Raw -22503880.990944 + Penalty 5871.779206 = -22498009.211738
  nChanged 32
		SP:Iteration 75Q (106220.670000 sec): 3 clusters
  Score: Raw -22503882.140596 + Penalty 5871.779206 = -22498010.361390
  nChanged 27
		SP:Iteration 76Q (106221.810000 sec): 3 clusters
  Score: Raw -22503883.179381 + Penalty 5871.779206 = -22498011.400174
  nChanged 39
		SP:Iteration 77Q (106222.830000 sec): 3 clusters
  Score: Raw -22503884.536333 + Penalty 5871.779206 = -22498012.757127
  nChanged 41
		SP:Iteration 78Q (106223.990000 sec): 3 clusters
  Score: Raw -22503885.806941 + Penalty 5871.779206 = -22498014.027734
  nChanged 18
		SP:Iteration 79Q (106225.010000 sec): 3 clusters
  Score: Raw -22503886.251824 + Penalty 5871.779206 = -22498014.472618
  nChanged 14
		SP:Iteration 80F (106226.160000 sec): 3 clusters
  Score: Raw -22503886.560052 + Penalty 5871.779206 = -22498014.780846
  nChanged 10
		SP:Iteration 81Q (106227.250000 sec): 3 clusters
  Score: Raw -22503886.824303 + Penalty 5871.779206 = -22498015.045097
  nChanged 12
		SP:Iteration 82Q (106228.340000 sec): 3 clusters
  Score: Raw -22503887.112304 + Penalty 5871.779206 = -22498015.333098
  nChanged 9
		SP:Iteration 83Q (106229.410000 sec): 3 clusters
  Score: Raw -22503887.343851 + Penalty 5871.779206 = -22498015.564645
  nChanged 17
		SP:Iteration 84Q (106230.450000 sec): 3 clusters
  Score: Raw -22503887.787057 + Penalty 5871.779206 = -22498016.007851
  nChanged 12
		SP:Iteration 85Q (106231.480000 sec): 3 clusters
  Score: Raw -22503888.095437 + Penalty 5871.779206 = -22498016.316230
  nChanged 14
		SP:Iteration 86Q (106232.510000 sec): 3 clusters
  Score: Raw -22503888.405744 + Penalty 5871.779206 = -22498016.626538
  nChanged 6
		SP:Iteration 87Q (106233.570000 sec): 3 clusters
  Score: Raw -22503888.508863 + Penalty 5871.779206 = -22498016.729657
  nChanged 6
		SP:Iteration 88Q (106234.710000 sec): 3 clusters
  Score: Raw -22503888.635597 + Penalty 5871.779206 = -22498016.856391
  nChanged 4
		SP:Iteration 89Q (106235.810000 sec): 3 clusters
  Score: Raw -22503888.722279 + Penalty 5871.779206 = -22498016.943073
  nChanged 1
		SP:Iteration 90Q (106236.850000 sec): 3 clusters
  Score: Raw -22503888.738440 + Penalty 5871.779206 = -22498016.959234
  nChanged 0
		SP:Iteration 91F (106237.910000 sec): 3 clusters
  Score: Raw -22503888.738440 + Penalty 5871.779206 = -22498016.959234
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 38 (8929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106238.130000 sec): 2 clusters
  Score: Raw -1279053.968511 + Penalty 2256.070802 = -1276797.897709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106238.280000 sec): 3 clusters
  Score: Raw -1274374.415260 + Penalty 4512.141604 = -1269862.273656
  nChanged 3732
		SP:Iteration 1F (106238.490000 sec): 3 clusters
  Score: Raw -1277184.250109 + Penalty 4512.141604 = -1272672.108505
  nChanged 1165
		SP:Iteration 2F (106238.720000 sec): 3 clusters
  Score: Raw -1278981.017940 + Penalty 4512.141604 = -1274468.876336
  nChanged 990
		SP:Iteration 3F (106238.940000 sec): 3 clusters
  Score: Raw -1280346.378422 + Penalty 4512.141604 = -1275834.236818
  nChanged 679
		SP:Iteration 4F (106239.160000 sec): 3 clusters
  Score: Raw -1281007.439390 + Penalty 4512.141604 = -1276495.297786
  nChanged 422
		SP:Iteration 5Q (106239.350000 sec): 3 clusters
  Score: Raw -1281283.688070 + Penalty 4512.141604 = -1276771.546466
  nChanged 222
		SP:Iteration 6Q (106239.550000 sec): 3 clusters
  Score: Raw -1281382.593122 + Penalty 4512.141604 = -1276870.451518
  nChanged 135
		SP:Iteration 7Q (106239.690000 sec): 3 clusters
  Score: Raw -1281435.371479 + Penalty 4512.141604 = -1276923.229875
  nChanged 108
		SP:Iteration 8Q (106239.930000 sec): 3 clusters
  Score: Raw -1281479.029241 + Penalty 4512.141604 = -1276966.887637
  nChanged 98
		SP:Iteration 9Q (106240.110000 sec): 3 clusters
  Score: Raw -1281515.480506 + Penalty 4512.141604 = -1277003.338902
  nChanged 74
		SP:Iteration 10Q (106240.310000 sec): 3 clusters
  Score: Raw -1281545.047895 + Penalty 4512.141604 = -1277032.906291
  nChanged 47
		SP:Iteration 11Q (106240.570000 sec): 3 clusters
  Score: Raw -1281560.671788 + Penalty 4512.141604 = -1277048.530183
  nChanged 36
		SP:Iteration 12Q (106240.770000 sec): 3 clusters
  Score: Raw -1281572.789235 + Penalty 4512.141604 = -1277060.647631
  nChanged 35
		SP:Iteration 13Q (106240.950000 sec): 3 clusters
  Score: Raw -1281581.280398 + Penalty 4512.141604 = -1277069.138794
  nChanged 32
		SP:Iteration 14Q (106241.210000 sec): 3 clusters
  Score: Raw -1281588.386750 + Penalty 4512.141604 = -1277076.245146
  nChanged 27
		SP:Iteration 15Q (106241.380000 sec): 3 clusters
  Score: Raw -1281596.832000 + Penalty 4512.141604 = -1277084.690396
  nChanged 26
		SP:Iteration 16Q (106241.600000 sec): 3 clusters
  Score: Raw -1281602.615063 + Penalty 4512.141604 = -1277090.473459
  nChanged 18
		SP:Iteration 17Q (106241.790000 sec): 3 clusters
  Score: Raw -1281606.240900 + Penalty 4512.141604 = -1277094.099296
  nChanged 12
		SP:Iteration 18Q (106242.070000 sec): 3 clusters
  Score: Raw -1281608.650227 + Penalty 4512.141604 = -1277096.508623
  nChanged 15
		SP:Iteration 19Q (106242.320000 sec): 3 clusters
  Score: Raw -1281611.201570 + Penalty 4512.141604 = -1277099.059966
  nChanged 10
		SP:Iteration 20F (106242.580000 sec): 3 clusters
  Score: Raw -1281612.353701 + Penalty 4512.141604 = -1277100.212097
  nChanged 5
		SP:Iteration 21Q (106242.790000 sec): 3 clusters
  Score: Raw -1281612.840671 + Penalty 4512.141604 = -1277100.699067
  nChanged 3
		SP:Iteration 22Q (106243.110000 sec): 3 clusters
  Score: Raw -1281613.560237 + Penalty 4512.141604 = -1277101.418633
  nChanged 4
		SP:Iteration 23Q (106243.330000 sec): 3 clusters
  Score: Raw -1281614.509618 + Penalty 4512.141604 = -1277102.368014
  nChanged 2
		SP:Iteration 24Q (106243.530000 sec): 3 clusters
  Score: Raw -1281614.791656 + Penalty 4512.141604 = -1277102.650052
  nChanged 2
		SP:Iteration 25Q (106243.750000 sec): 3 clusters
  Score: Raw -1281615.233997 + Penalty 4512.141604 = -1277103.092393
  nChanged 2
		SP:Iteration 26Q (106244.050000 sec): 3 clusters
  Score: Raw -1281615.631210 + Penalty 4512.141604 = -1277103.489606
  nChanged 0
		SP:Iteration 27F (106244.220000 sec): 3 clusters
  Score: Raw -1281615.631210 + Penalty 4512.141604 = -1277103.489606
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 39 (43632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106244.680000 sec): 2 clusters
  Score: Raw -6895533.536569 + Penalty 2649.519434 = -6892884.017135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106245.180000 sec): 3 clusters
  Score: Raw -6868612.900089 + Penalty 5299.038868 = -6863313.861221
  nChanged 20203
		SP:Iteration 1F (106245.700000 sec): 3 clusters
  Score: Raw -6880095.602619 + Penalty 5299.038868 = -6874796.563751
  nChanged 2338
		SP:Iteration 2F (106246.170000 sec): 3 clusters
  Score: Raw -6881300.520558 + Penalty 5299.038868 = -6876001.481690
  nChanged 2574
		SP:Iteration 3F (106246.650000 sec): 3 clusters
  Score: Raw -6883084.142515 + Penalty 5299.038868 = -6877785.103647
  nChanged 2847
		SP:Iteration 4F (106247.130000 sec): 3 clusters
  Score: Raw -6885391.091205 + Penalty 5299.038868 = -6880092.052337
  nChanged 2997
		SP:Iteration 5F (106247.610000 sec): 3 clusters
  Score: Raw -6887801.293213 + Penalty 5299.038868 = -6882502.254344
  nChanged 2963
		SP:Iteration 6F (106248.080000 sec): 3 clusters
  Score: Raw -6890109.555542 + Penalty 5299.038868 = -6884810.516674
  nChanged 2934
		SP:Iteration 7F (106248.590000 sec): 3 clusters
  Score: Raw -6892344.419955 + Penalty 5299.038868 = -6887045.381087
  nChanged 2757
		SP:Iteration 8F (106249.050000 sec): 3 clusters
  Score: Raw -6894264.246839 + Penalty 5299.038868 = -6888965.207971
  nChanged 2445
		SP:Iteration 9F (106249.570000 sec): 3 clusters
  Score: Raw -6895956.112010 + Penalty 5299.038868 = -6890657.073141
  nChanged 2157
		SP:Iteration 10Q (106250.030000 sec): 3 clusters
  Score: Raw -6897432.311612 + Penalty 5299.038868 = -6892133.272744
  nChanged 1880
		SP:Iteration 11Q (106250.530000 sec): 3 clusters
  Score: Raw -6898738.145870 + Penalty 5299.038868 = -6893439.107002
  nChanged 1548
		SP:Iteration 12Q (106251.060000 sec): 3 clusters
  Score: Raw -6899829.923079 + Penalty 5299.038868 = -6894530.884211
  nChanged 1224
		SP:Iteration 13Q (106251.600000 sec): 3 clusters
  Score: Raw -6900674.397708 + Penalty 5299.038868 = -6895375.358839
  nChanged 1048
		SP:Iteration 14Q (106252.080000 sec): 3 clusters
  Score: Raw -6901392.021558 + Penalty 5299.038868 = -6896092.982690
  nChanged 984
		SP:Iteration 15Q (106252.520000 sec): 3 clusters
  Score: Raw -6902064.687175 + Penalty 5299.038868 = -6896765.648307
  nChanged 799
		SP:Iteration 16Q (106252.960000 sec): 3 clusters
  Score: Raw -6902549.931296 + Penalty 5299.038868 = -6897250.892428
  nChanged 669
		SP:Iteration 17Q (106253.430000 sec): 3 clusters
  Score: Raw -6902906.870772 + Penalty 5299.038868 = -6897607.831904
  nChanged 498
		SP:Iteration 18Q (106253.930000 sec): 3 clusters
  Score: Raw -6903175.056523 + Penalty 5299.038868 = -6897876.017654
  nChanged 413
		SP:Iteration 19Q (106254.400000 sec): 3 clusters
  Score: Raw -6903378.259946 + Penalty 5299.038868 = -6898079.221078
  nChanged 343
		SP:Iteration 20F (106254.860000 sec): 3 clusters
  Score: Raw -6903548.748044 + Penalty 5299.038868 = -6898249.709176
  nChanged 265
		SP:Iteration 21Q (106255.310000 sec): 3 clusters
  Score: Raw -6903660.458633 + Penalty 5299.038868 = -6898361.419765
  nChanged 199
		SP:Iteration 22Q (106255.770000 sec): 3 clusters
  Score: Raw -6903733.811500 + Penalty 5299.038868 = -6898434.772632
  nChanged 156
		SP:Iteration 23Q (106256.250000 sec): 3 clusters
  Score: Raw -6903788.487139 + Penalty 5299.038868 = -6898489.448271
  nChanged 132
		SP:Iteration 24Q (106256.690000 sec): 3 clusters
  Score: Raw -6903826.257020 + Penalty 5299.038868 = -6898527.218151
  nChanged 97
		SP:Iteration 25Q (106257.140000 sec): 3 clusters
  Score: Raw -6903850.711085 + Penalty 5299.038868 = -6898551.672217
  nChanged 80
		SP:Iteration 26Q (106257.600000 sec): 3 clusters
  Score: Raw -6903866.826104 + Penalty 5299.038868 = -6898567.787236
  nChanged 54
		SP:Iteration 27Q (106258.000000 sec): 3 clusters
  Score: Raw -6903874.462310 + Penalty 5299.038868 = -6898575.423442
  nChanged 31
		SP:Iteration 28Q (106258.400000 sec): 3 clusters
  Score: Raw -6903877.959736 + Penalty 5299.038868 = -6898578.920867
  nChanged 28
		SP:Iteration 29Q (106258.860000 sec): 3 clusters
  Score: Raw -6903881.188208 + Penalty 5299.038868 = -6898582.149340
  nChanged 21
		SP:Iteration 30Q (106259.330000 sec): 3 clusters
  Score: Raw -6903883.440413 + Penalty 5299.038868 = -6898584.401545
  nChanged 19
		SP:Iteration 31Q (106259.840000 sec): 3 clusters
  Score: Raw -6903885.248910 + Penalty 5299.038868 = -6898586.210042
  nChanged 21
		SP:Iteration 32Q (106260.300000 sec): 3 clusters
  Score: Raw -6903887.106795 + Penalty 5299.038868 = -6898588.067927
  nChanged 12
		SP:Iteration 33Q (106260.750000 sec): 3 clusters
  Score: Raw -6903887.992601 + Penalty 5299.038868 = -6898588.953733
  nChanged 9
		SP:Iteration 34Q (106261.180000 sec): 3 clusters
  Score: Raw -6903888.716054 + Penalty 5299.038868 = -6898589.677186
  nChanged 5
		SP:Iteration 35Q (106261.700000 sec): 3 clusters
  Score: Raw -6903889.264282 + Penalty 5299.038868 = -6898590.225414
  nChanged 6
		SP:Iteration 36Q (106262.130000 sec): 3 clusters
  Score: Raw -6903889.664827 + Penalty 5299.038868 = -6898590.625958
  nChanged 3
		SP:Iteration 37Q (106262.580000 sec): 3 clusters
  Score: Raw -6903889.864162 + Penalty 5299.038868 = -6898590.825294
  nChanged 1
		SP:Iteration 38Q (106263.060000 sec): 3 clusters
  Score: Raw -6903889.901956 + Penalty 5299.038868 = -6898590.863088
  nChanged 1
		SP:Iteration 39Q (106263.570000 sec): 3 clusters
  Score: Raw -6903889.970792 + Penalty 5299.038868 = -6898590.931924
  nChanged 1
		SP:Iteration 40F (106264.030000 sec): 3 clusters
  Score: Raw -6903890.030560 + Penalty 5299.038868 = -6898590.991692
  nChanged 1
		SP:Iteration 41Q (106264.480000 sec): 3 clusters
  Score: Raw -6903890.118626 + Penalty 5299.038868 = -6898591.079758
  nChanged 0
		SP:Iteration 42F (106265.000000 sec): 3 clusters
  Score: Raw -6903890.118626 + Penalty 5299.038868 = -6898591.079758
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Iteration 59Q (106493.230000 sec): 66 clusters
  Score: Raw -289043869.612204 + Penalty 232817.926546 = -288811051.685658
  nChanged 52753
Iteration 60F (106791.340000 sec): 66 clusters
  Score: Raw -289074638.101966 + Penalty 232817.926546 = -288841820.175420
  nChanged 41759
Iteration 61Q (106988.680000 sec): 66 clusters
  Score: Raw -289087303.823224 + Penalty 232817.926546 = -288854485.896679
  nChanged 24476
Iteration 62Q (107194.160000 sec): 66 clusters
  Score: Raw -289093893.153962 + Penalty 232817.926546 = -288861075.227416
  nChanged 18342
Iteration 63Q (107396.940000 sec): 66 clusters
  Score: Raw -289098306.941898 + Penalty 232817.926546 = -288865489.015352
  nChanged 15231
Iteration 64Q (107639.760000 sec): 66 clusters
  Score: Raw -289101697.467593 + Penalty 232817.926546 = -288868879.541048
  nChanged 13096
Iteration 65Q (107904.490000 sec): 66 clusters
  Score: Raw -289104478.119322 + Penalty 232817.926546 = -288871660.192777
  nChanged 11818
Iteration 66Q (108132.230000 sec): 66 clusters
  Score: Raw -289106860.411914 + Penalty 232817.926546 = -288874042.485369
  nChanged 10744
Iteration 67Q (108350.970000 sec): 66 clusters
  Score: Raw -289108869.220583 + Penalty 232817.926546 = -288876051.294037
  nChanged 9744
Iteration 68Q (108576.720000 sec): 66 clusters
  Score: Raw -289110563.850617 + Penalty 232817.926546 = -288877745.924071
  nChanged 8982
Iteration 69Q (108789.630000 sec): 66 clusters
  Score: Raw -289112036.253417 + Penalty 232817.926546 = -288879218.326871
  nChanged 8298
Iteration 70Q (108997.910000 sec): 66 clusters
  Score: Raw -289113291.246962 + Penalty 232817.926546 = -288880473.320416
  nChanged 7762
Iteration 71Q (109224.210000 sec): 66 clusters
  Score: Raw -289114334.263485 + Penalty 232817.926546 = -288881516.336939
  nChanged 7133
Iteration 72Q (109443.930000 sec): 66 clusters
  Score: Raw -289115226.170259 + Penalty 232817.926546 = -288882408.243713
  nChanged 6807
Iteration 73Q (109643.430000 sec): 66 clusters
  Score: Raw -289116053.753987 + Penalty 232817.926546 = -288883235.827441
  nChanged 6310
Iteration 74Q (109837.820000 sec): 66 clusters
  Score: Raw -289116800.452119 + Penalty 232817.926546 = -288883982.525574
  nChanged 5799
Iteration 75Q (110003.220000 sec): 66 clusters
  Score: Raw -289117459.904387 + Penalty 232817.926546 = -288884641.977841
  nChanged 5619
Iteration 76Q (110198.490000 sec): 66 clusters
  Score: Raw -289118083.128735 + Penalty 232817.926546 = -288885265.202189
  nChanged 5342
Iteration 77Q (110399.380000 sec): 66 clusters
  Score: Raw -289118683.588105 + Penalty 232817.926546 = -288885865.661559
  nChanged 5078
Iteration 78Q (110601.350000 sec): 66 clusters
  Score: Raw -289119333.243572 + Penalty 232817.926546 = -288886515.317026
  nChanged 5013
Iteration 79Q (110801.010000 sec): 66 clusters
  Score: Raw -289120028.675831 + Penalty 232817.926546 = -288887210.749286
  nChanged 5002
Iteration 80F (111121.390000 sec): 66 clusters
  Score: Raw -289121215.191190 + Penalty 232817.926546 = -288888397.264645
  nChanged 5229
Iteration 81Q (111324.600000 sec): 66 clusters
  Score: Raw -289122298.936802 + Penalty 232817.926546 = -288889481.010256
  nChanged 5314
Iteration 82Q (111526.250000 sec): 66 clusters
  Score: Raw -289123154.102513 + Penalty 232817.926546 = -288890336.175967
  nChanged 5274
Iteration 83Q (111728.070000 sec): 66 clusters
  Score: Raw -289123969.694777 + Penalty 232817.926546 = -288891151.768231
  nChanged 5092
Iteration 84Q (111929.450000 sec): 66 clusters
  Score: Raw -289124681.861232 + Penalty 232817.926546 = -288891863.934686
  nChanged 4885
Iteration 85Q (112128.570000 sec): 66 clusters
  Score: Raw -289125305.601212 + Penalty 232817.926546 = -288892487.674667
  nChanged 4702
Iteration 86Q (112331.390000 sec): 66 clusters
  Score: Raw -289125864.763615 + Penalty 232817.926546 = -288893046.837069
  nChanged 4531
Iteration 87Q (112524.640000 sec): 66 clusters
  Score: Raw -289126387.141164 + Penalty 232817.926546 = -288893569.214619
  nChanged 4255
Iteration 88Q (112711.270000 sec): 66 clusters
  Score: Raw -289126829.782403 + Penalty 232817.926546 = -288894011.855857
  nChanged 4018
Iteration 89Q (112911.560000 sec): 66 clusters
  Score: Raw -289127225.511087 + Penalty 232817.926546 = -288894407.584541
  nChanged 3904
Iteration 90Q (113110.940000 sec): 66 clusters
  Score: Raw -289127606.323705 + Penalty 232817.926546 = -288894788.397160
  nChanged 3735
Iteration 91Q (113312.370000 sec): 66 clusters
  Score: Raw -289127985.480301 + Penalty 232817.926546 = -288895167.553756
  nChanged 3732
Iteration 92Q (113506.680000 sec): 66 clusters
  Score: Raw -289128373.871656 + Penalty 232817.926546 = -288895555.945110
  nChanged 3568
Iteration 93Q (113700.970000 sec): 66 clusters
  Score: Raw -289128801.110849 + Penalty 232817.926546 = -288895983.184303
  nChanged 3478
Iteration 94Q (113871.220000 sec): 66 clusters
  Score: Raw -289129291.104756 + Penalty 232817.926546 = -288896473.178210
  nChanged 3415
Iteration 95Q (114069.280000 sec): 66 clusters
  Score: Raw -289129773.692965 + Penalty 232817.926546 = -288896955.766419
  nChanged 3228
Iteration 96Q (114268.810000 sec): 66 clusters
  Score: Raw -289130149.214651 + Penalty 232817.926546 = -288897331.288105
  nChanged 3059
Iteration 97Q (114459.320000 sec): 66 clusters
  Score: Raw -289130447.247502 + Penalty 232817.926546 = -288897629.320957
  nChanged 2959
Iteration 98Q (114649.710000 sec): 66 clusters
  Score: Raw -289130690.095899 + Penalty 232817.926546 = -288897872.169353
  nChanged 2854
Writing temp clu file 
Because OldScore, -288897629.320957, is greater than current (better) Score,-288897872.169353 
 Compute initial score before splitting:   Score: Raw -289130690.095899 + Penalty 232817.926546 = -288897872.169353
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (16756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114650.220000 sec): 2 clusters
  Score: Raw -2506002.454272 + Penalty 2412.174897 = -2503590.279375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114650.540000 sec): 3 clusters
  Score: Raw -2496361.623174 + Penalty 4824.349794 = -2491537.273380
  nChanged 7345
		SP:Iteration 1F (114650.840000 sec): 3 clusters
  Score: Raw -2500506.277881 + Penalty 4824.349794 = -2495681.928086
  nChanged 1149
		SP:Iteration 2F (114651.140000 sec): 3 clusters
  Score: Raw -2501146.877984 + Penalty 4824.349794 = -2496322.528190
  nChanged 1019
		SP:Iteration 3F (114651.520000 sec): 3 clusters
  Score: Raw -2501726.289546 + Penalty 4824.349794 = -2496901.939751
  nChanged 941
		SP:Iteration 4F (114651.850000 sec): 3 clusters
  Score: Raw -2502241.659342 + Penalty 4824.349794 = -2497417.309548
  nChanged 895
		SP:Iteration 5F (114652.130000 sec): 3 clusters
  Score: Raw -2502712.257062 + Penalty 4824.349794 = -2497887.907268
  nChanged 798
		SP:Iteration 6Q (114652.500000 sec): 3 clusters
  Score: Raw -2503111.441779 + Penalty 4824.349794 = -2498287.091985
  nChanged 705
		SP:Iteration 7Q (114652.810000 sec): 3 clusters
  Score: Raw -2503447.257002 + Penalty 4824.349794 = -2498622.907207
  nChanged 630
		SP:Iteration 8Q (114653.120000 sec): 3 clusters
  Score: Raw -2503727.574948 + Penalty 4824.349794 = -2498903.225154
  nChanged 558
		SP:Iteration 9Q (114653.400000 sec): 3 clusters
  Score: Raw -2503969.258970 + Penalty 4824.349794 = -2499144.909176
  nChanged 484
		SP:Iteration 10Q (114653.720000 sec): 3 clusters
  Score: Raw -2504196.057664 + Penalty 4824.349794 = -2499371.707870
  nChanged 458
		SP:Iteration 11Q (114654.020000 sec): 3 clusters
  Score: Raw -2504402.368515 + Penalty 4824.349794 = -2499578.018720
  nChanged 425
		SP:Iteration 12Q (114654.310000 sec): 3 clusters
  Score: Raw -2504582.781004 + Penalty 4824.349794 = -2499758.431210
  nChanged 371
		SP:Iteration 13Q (114654.650000 sec): 3 clusters
  Score: Raw -2504722.355249 + Penalty 4824.349794 = -2499898.005454
  nChanged 333
		SP:Iteration 14Q (114654.900000 sec): 3 clusters
  Score: Raw -2504839.435084 + Penalty 4824.349794 = -2500015.085290
  nChanged 268
		SP:Iteration 15Q (114655.240000 sec): 3 clusters
  Score: Raw -2504929.647299 + Penalty 4824.349794 = -2500105.297505
  nChanged 238
		SP:Iteration 16Q (114655.520000 sec): 3 clusters
  Score: Raw -2504998.176579 + Penalty 4824.349794 = -2500173.826785
  nChanged 217
		SP:Iteration 17Q (114655.840000 sec): 3 clusters
  Score: Raw -2505055.376643 + Penalty 4824.349794 = -2500231.026849
  nChanged 184
		SP:Iteration 18Q (114656.120000 sec): 3 clusters
  Score: Raw -2505101.595275 + Penalty 4824.349794 = -2500277.245481
  nChanged 139
		SP:Iteration 19Q (114656.450000 sec): 3 clusters
  Score: Raw -2505134.679161 + Penalty 4824.349794 = -2500310.329366
  nChanged 149
		SP:Iteration 20F (114656.770000 sec): 3 clusters
  Score: Raw -2505171.713635 + Penalty 4824.349794 = -2500347.363840
  nChanged 131
		SP:Iteration 21Q (114657.070000 sec): 3 clusters
  Score: Raw -2505203.171751 + Penalty 4824.349794 = -2500378.821957
  nChanged 129
		SP:Iteration 22Q (114657.400000 sec): 3 clusters
  Score: Raw -2505233.562909 + Penalty 4824.349794 = -2500409.213115
  nChanged 132
		SP:Iteration 23Q (114657.700000 sec): 3 clusters
  Score: Raw -2505261.483132 + Penalty 4824.349794 = -2500437.133338
  nChanged 125
		SP:Iteration 24Q (114658.040000 sec): 3 clusters
  Score: Raw -2505290.395818 + Penalty 4824.349794 = -2500466.046024
  nChanged 122
		SP:Iteration 25Q (114658.300000 sec): 3 clusters
  Score: Raw -2505319.541884 + Penalty 4824.349794 = -2500495.192090
  nChanged 121
		SP:Iteration 26Q (114658.610000 sec): 3 clusters
  Score: Raw -2505348.053213 + Penalty 4824.349794 = -2500523.703419
  nChanged 119
		SP:Iteration 27Q (114658.920000 sec): 3 clusters
  Score: Raw -2505373.177999 + Penalty 4824.349794 = -2500548.828204
  nChanged 110
		SP:Iteration 28Q (114659.210000 sec): 3 clusters
  Score: Raw -2505399.202689 + Penalty 4824.349794 = -2500574.852895
  nChanged 117
		SP:Iteration 29Q (114659.530000 sec): 3 clusters
  Score: Raw -2505428.034981 + Penalty 4824.349794 = -2500603.685186
  nChanged 133
		SP:Iteration 30Q (114659.820000 sec): 3 clusters
  Score: Raw -2505463.477952 + Penalty 4824.349794 = -2500639.128157
  nChanged 123
		SP:Iteration 31Q (114660.120000 sec): 3 clusters
  Score: Raw -2505489.566653 + Penalty 4824.349794 = -2500665.216859
  nChanged 99
		SP:Iteration 32Q (114660.420000 sec): 3 clusters
  Score: Raw -2505508.548169 + Penalty 4824.349794 = -2500684.198375
  nChanged 85
		SP:Iteration 33Q (114660.760000 sec): 3 clusters
  Score: Raw -2505526.856571 + Penalty 4824.349794 = -2500702.506777
  nChanged 90
		SP:Iteration 34Q (114661.050000 sec): 3 clusters
  Score: Raw -2505548.267435 + Penalty 4824.349794 = -2500723.917641
  nChanged 89
		SP:Iteration 35Q (114661.350000 sec): 3 clusters
  Score: Raw -2505568.860919 + Penalty 4824.349794 = -2500744.511124
  nChanged 105
		SP:Iteration 36Q (114661.640000 sec): 3 clusters
  Score: Raw -2505592.587198 + Penalty 4824.349794 = -2500768.237404
  nChanged 86
		SP:Iteration 37Q (114662.000000 sec): 3 clusters
  Score: Raw -2505614.417852 + Penalty 4824.349794 = -2500790.068058
  nChanged 109
		SP:Iteration 38Q (114662.220000 sec): 3 clusters
  Score: Raw -2505640.077043 + Penalty 4824.349794 = -2500815.727249
  nChanged 105
		SP:Iteration 39Q (114662.500000 sec): 3 clusters
  Score: Raw -2505664.702363 + Penalty 4824.349794 = -2500840.352569
  nChanged 113
		SP:Iteration 40F (114662.810000 sec): 3 clusters
  Score: Raw -2505691.560026 + Penalty 4824.349794 = -2500867.210231
  nChanged 99
		SP:Iteration 41Q (114663.080000 sec): 3 clusters
  Score: Raw -2505713.544808 + Penalty 4824.349794 = -2500889.195014
  nChanged 94
		SP:Iteration 42Q (114663.340000 sec): 3 clusters
  Score: Raw -2505736.559471 + Penalty 4824.349794 = -2500912.209677
  nChanged 90
		SP:Iteration 43Q (114663.600000 sec): 3 clusters
  Score: Raw -2505763.690957 + Penalty 4824.349794 = -2500939.341163
  nChanged 101
		SP:Iteration 44Q (114663.860000 sec): 3 clusters
  Score: Raw -2505792.082356 + Penalty 4824.349794 = -2500967.732562
  nChanged 105
		SP:Iteration 45Q (114664.160000 sec): 3 clusters
  Score: Raw -2505821.048638 + Penalty 4824.349794 = -2500996.698843
  nChanged 111
		SP:Iteration 46Q (114664.460000 sec): 3 clusters
  Score: Raw -2505851.390658 + Penalty 4824.349794 = -2501027.040864
  nChanged 117
		SP:Iteration 47Q (114664.730000 sec): 3 clusters
  Score: Raw -2505885.715406 + Penalty 4824.349794 = -2501061.365612
  nChanged 126
		SP:Iteration 48Q (114665.080000 sec): 3 clusters
  Score: Raw -2505923.561515 + Penalty 4824.349794 = -2501099.211720
  nChanged 123
		SP:Iteration 49Q (114665.330000 sec): 3 clusters
  Score: Raw -2505963.000095 + Penalty 4824.349794 = -2501138.650301
  nChanged 128
		SP:Iteration 50Q (114665.640000 sec): 3 clusters
  Score: Raw -2506011.416822 + Penalty 4824.349794 = -2501187.067028
  nChanged 123
		SP:Iteration 51Q (114665.930000 sec): 3 clusters
  Score: Raw -2506054.285316 + Penalty 4824.349794 = -2501229.935522
  nChanged 121
		SP:Iteration 52Q (114666.250000 sec): 3 clusters
  Score: Raw -2506099.141501 + Penalty 4824.349794 = -2501274.791707
  nChanged 125
		SP:Iteration 53Q (114666.590000 sec): 3 clusters
  Score: Raw -2506145.292656 + Penalty 4824.349794 = -2501320.942862
  nChanged 125
		SP:Iteration 54Q (114666.870000 sec): 3 clusters
  Score: Raw -2506191.334366 + Penalty 4824.349794 = -2501366.984572
  nChanged 108
		SP:Iteration 55Q (114667.180000 sec): 3 clusters
  Score: Raw -2506225.953419 + Penalty 4824.349794 = -2501401.603624
  nChanged 110
		SP:Iteration 56Q (114667.470000 sec): 3 clusters
  Score: Raw -2506265.628479 + Penalty 4824.349794 = -2501441.278685
  nChanged 112
		SP:Iteration 57Q (114667.770000 sec): 3 clusters
  Score: Raw -2506306.319307 + Penalty 4824.349794 = -2501481.969513
  nChanged 112
		SP:Iteration 58Q (114668.040000 sec): 3 clusters
  Score: Raw -2506345.965741 + Penalty 4824.349794 = -2501521.615947
  nChanged 106
		SP:Iteration 59Q (114668.320000 sec): 3 clusters
  Score: Raw -2506383.792784 + Penalty 4824.349794 = -2501559.442990
  nChanged 93
		SP:Iteration 60F (114668.590000 sec): 3 clusters
  Score: Raw -2506416.783726 + Penalty 4824.349794 = -2501592.433932
  nChanged 101
		SP:Iteration 61Q (114668.870000 sec): 3 clusters
  Score: Raw -2506456.201829 + Penalty 4824.349794 = -2501631.852035
  nChanged 108
		SP:Iteration 62Q (114669.170000 sec): 3 clusters
  Score: Raw -2506493.080104 + Penalty 4824.349794 = -2501668.730310
  nChanged 87
		SP:Iteration 63Q (114669.500000 sec): 3 clusters
  Score: Raw -2506519.633079 + Penalty 4824.349794 = -2501695.283284
  nChanged 73
		SP:Iteration 64Q (114669.830000 sec): 3 clusters
  Score: Raw -2506542.996147 + Penalty 4824.349794 = -2501718.646353
  nChanged 54
		SP:Iteration 65Q (114670.190000 sec): 3 clusters
  Score: Raw -2506558.637666 + Penalty 4824.349794 = -2501734.287872
  nChanged 49
		SP:Iteration 66Q (114670.450000 sec): 3 clusters
  Score: Raw -2506573.576498 + Penalty 4824.349794 = -2501749.226704
  nChanged 50
		SP:Iteration 67Q (114670.700000 sec): 3 clusters
  Score: Raw -2506588.087087 + Penalty 4824.349794 = -2501763.737293
  nChanged 45
		SP:Iteration 68Q (114671.000000 sec): 3 clusters
  Score: Raw -2506601.718709 + Penalty 4824.349794 = -2501777.368915
  nChanged 39
		SP:Iteration 69Q (114671.340000 sec): 3 clusters
  Score: Raw -2506615.572533 + Penalty 4824.349794 = -2501791.222739
  nChanged 43
		SP:Iteration 70Q (114671.650000 sec): 3 clusters
  Score: Raw -2506630.232396 + Penalty 4824.349794 = -2501805.882602
  nChanged 37
		SP:Iteration 71Q (114671.940000 sec): 3 clusters
  Score: Raw -2506644.261293 + Penalty 4824.349794 = -2501819.911499
  nChanged 46
		SP:Iteration 72Q (114672.280000 sec): 3 clusters
  Score: Raw -2506661.040822 + Penalty 4824.349794 = -2501836.691027
  nChanged 47
		SP:Iteration 73Q (114672.600000 sec): 3 clusters
  Score: Raw -2506676.783267 + Penalty 4824.349794 = -2501852.433473
  nChanged 40
		SP:Iteration 74Q (114672.910000 sec): 3 clusters
  Score: Raw -2506689.707162 + Penalty 4824.349794 = -2501865.357367
  nChanged 42
		SP:Iteration 75Q (114673.140000 sec): 3 clusters
  Score: Raw -2506704.350798 + Penalty 4824.349794 = -2501880.001004
  nChanged 41
		SP:Iteration 76Q (114673.380000 sec): 3 clusters
  Score: Raw -2506720.111641 + Penalty 4824.349794 = -2501895.761847
  nChanged 37
		SP:Iteration 77Q (114673.640000 sec): 3 clusters
  Score: Raw -2506735.923837 + Penalty 4824.349794 = -2501911.574043
  nChanged 35
		SP:Iteration 78Q (114673.930000 sec): 3 clusters
  Score: Raw -2506750.861552 + Penalty 4824.349794 = -2501926.511757
  nChanged 29
		SP:Iteration 79Q (114674.200000 sec): 3 clusters
  Score: Raw -2506761.867417 + Penalty 4824.349794 = -2501937.517622
  nChanged 20
		SP:Iteration 80F (114674.500000 sec): 3 clusters
  Score: Raw -2506770.764091 + Penalty 4824.349794 = -2501946.414297
  nChanged 25
		SP:Iteration 81Q (114674.750000 sec): 3 clusters
  Score: Raw -2506778.795654 + Penalty 4824.349794 = -2501954.445859
  nChanged 22
		SP:Iteration 82Q (114675.020000 sec): 3 clusters
  Score: Raw -2506786.091279 + Penalty 4824.349794 = -2501961.741484
  nChanged 21
		SP:Iteration 83Q (114675.290000 sec): 3 clusters
  Score: Raw -2506794.333312 + Penalty 4824.349794 = -2501969.983518
  nChanged 19
		SP:Iteration 84Q (114675.540000 sec): 3 clusters
  Score: Raw -2506800.985588 + Penalty 4824.349794 = -2501976.635794
  nChanged 16
		SP:Iteration 85Q (114675.790000 sec): 3 clusters
  Score: Raw -2506805.583563 + Penalty 4824.349794 = -2501981.233769
  nChanged 8
		SP:Iteration 86Q (114676.120000 sec): 3 clusters
  Score: Raw -2506808.090931 + Penalty 4824.349794 = -2501983.741136
  nChanged 4
		SP:Iteration 87Q (114676.390000 sec): 3 clusters
  Score: Raw -2506808.823751 + Penalty 4824.349794 = -2501984.473957
  nChanged 2
		SP:Iteration 88Q (114676.700000 sec): 3 clusters
  Score: Raw -2506809.135603 + Penalty 4824.349794 = -2501984.785808
  nChanged 0
		SP:Iteration 89F (114677.010000 sec): 3 clusters
  Score: Raw -2506809.135603 + Penalty 4824.349794 = -2501984.785808
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (10776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114677.130000 sec): 2 clusters
  Score: Raw -1749766.776661 + Penalty 2302.699026 = -1747464.077635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114677.360000 sec): 3 clusters
  Score: Raw -1743871.524210 + Penalty 4605.398052 = -1739266.126158
  nChanged 4495
		SP:Iteration 1F (114677.590000 sec): 3 clusters
  Score: Raw -1746264.122777 + Penalty 4605.398052 = -1741658.724724
  nChanged 654
		SP:Iteration 2F (114677.770000 sec): 3 clusters
  Score: Raw -1746538.397599 + Penalty 4605.398052 = -1741932.999547
  nChanged 480
		SP:Iteration 3Q (114678.030000 sec): 3 clusters
  Score: Raw -1746728.881987 + Penalty 4605.398052 = -1742123.483934
  nChanged 394
		SP:Iteration 4Q (114678.170000 sec): 3 clusters
  Score: Raw -1746893.406225 + Penalty 4605.398052 = -1742288.008172
  nChanged 359
		SP:Iteration 5Q (114678.430000 sec): 3 clusters
  Score: Raw -1747043.999056 + Penalty 4605.398052 = -1742438.601004
  nChanged 336
		SP:Iteration 6Q (114678.590000 sec): 3 clusters
  Score: Raw -1747201.960204 + Penalty 4605.398052 = -1742596.562152
  nChanged 345
		SP:Iteration 7Q (114678.870000 sec): 3 clusters
  Score: Raw -1747360.711281 + Penalty 4605.398052 = -1742755.313229
  nChanged 325
		SP:Iteration 8Q (114679.130000 sec): 3 clusters
  Score: Raw -1747521.829810 + Penalty 4605.398052 = -1742916.431758
  nChanged 303
		SP:Iteration 9Q (114679.330000 sec): 3 clusters
  Score: Raw -1747673.360106 + Penalty 4605.398052 = -1743067.962054
  nChanged 318
		SP:Iteration 10Q (114679.630000 sec): 3 clusters
  Score: Raw -1747827.513653 + Penalty 4605.398052 = -1743222.115601
  nChanged 307
		SP:Iteration 11Q (114679.800000 sec): 3 clusters
  Score: Raw -1747980.742725 + Penalty 4605.398052 = -1743375.344673
  nChanged 291
		SP:Iteration 12Q (114680.030000 sec): 3 clusters
  Score: Raw -1748131.019302 + Penalty 4605.398052 = -1743525.621250
  nChanged 292
		SP:Iteration 13Q (114680.290000 sec): 3 clusters
  Score: Raw -1748267.515395 + Penalty 4605.398052 = -1743662.117343
  nChanged 280
		SP:Iteration 14Q (114680.530000 sec): 3 clusters
  Score: Raw -1748404.783203 + Penalty 4605.398052 = -1743799.385150
  nChanged 277
		SP:Iteration 15Q (114680.770000 sec): 3 clusters
  Score: Raw -1748529.629604 + Penalty 4605.398052 = -1743924.231552
  nChanged 268
		SP:Iteration 16Q (114681.110000 sec): 3 clusters
  Score: Raw -1748658.776303 + Penalty 4605.398052 = -1744053.378251
  nChanged 243
		SP:Iteration 17Q (114681.350000 sec): 3 clusters
  Score: Raw -1748771.439751 + Penalty 4605.398052 = -1744166.041699
  nChanged 240
		SP:Iteration 18Q (114681.660000 sec): 3 clusters
  Score: Raw -1748895.833563 + Penalty 4605.398052 = -1744290.435511
  nChanged 234
		SP:Iteration 19Q (114681.940000 sec): 3 clusters
  Score: Raw -1749021.303789 + Penalty 4605.398052 = -1744415.905737
  nChanged 233
		SP:Iteration 20F (114682.160000 sec): 3 clusters
  Score: Raw -1749146.198050 + Penalty 4605.398052 = -1744540.799998
  nChanged 202
		SP:Iteration 21Q (114682.460000 sec): 3 clusters
  Score: Raw -1749263.861182 + Penalty 4605.398052 = -1744658.463130
  nChanged 187
		SP:Iteration 22Q (114682.710000 sec): 3 clusters
  Score: Raw -1749368.357507 + Penalty 4605.398052 = -1744762.959455
  nChanged 183
		SP:Iteration 23Q (114682.980000 sec): 3 clusters
  Score: Raw -1749472.723183 + Penalty 4605.398052 = -1744867.325131
  nChanged 146
		SP:Iteration 24Q (114683.230000 sec): 3 clusters
  Score: Raw -1749560.611106 + Penalty 4605.398052 = -1744955.213053
  nChanged 139
		SP:Iteration 25Q (114683.440000 sec): 3 clusters
  Score: Raw -1749646.878099 + Penalty 4605.398052 = -1745041.480047
  nChanged 118
		SP:Iteration 26Q (114683.660000 sec): 3 clusters
  Score: Raw -1749724.160953 + Penalty 4605.398052 = -1745118.762900
  nChanged 94
		SP:Iteration 27Q (114683.940000 sec): 3 clusters
  Score: Raw -1749778.969353 + Penalty 4605.398052 = -1745173.571301
  nChanged 78
		SP:Iteration 28Q (114684.170000 sec): 3 clusters
  Score: Raw -1749829.659880 + Penalty 4605.398052 = -1745224.261828
  nChanged 70
		SP:Iteration 29Q (114684.450000 sec): 3 clusters
  Score: Raw -1749875.928893 + Penalty 4605.398052 = -1745270.530840
  nChanged 47
		SP:Iteration 30Q (114684.640000 sec): 3 clusters
  Score: Raw -1749908.029580 + Penalty 4605.398052 = -1745302.631528
  nChanged 42
		SP:Iteration 31Q (114684.890000 sec): 3 clusters
  Score: Raw -1749937.437441 + Penalty 4605.398052 = -1745332.039389
  nChanged 41
		SP:Iteration 32Q (114685.140000 sec): 3 clusters
  Score: Raw -1749969.327082 + Penalty 4605.398052 = -1745363.929030
  nChanged 34
		SP:Iteration 33Q (114685.390000 sec): 3 clusters
  Score: Raw -1749995.319174 + Penalty 4605.398052 = -1745389.921122
  nChanged 31
		SP:Iteration 34Q (114685.620000 sec): 3 clusters
  Score: Raw -1750017.364841 + Penalty 4605.398052 = -1745411.966789
  nChanged 27
		SP:Iteration 35Q (114685.900000 sec): 3 clusters
  Score: Raw -1750036.329543 + Penalty 4605.398052 = -1745430.931491
  nChanged 23
		SP:Iteration 36Q (114686.110000 sec): 3 clusters
  Score: Raw -1750050.903381 + Penalty 4605.398052 = -1745445.505329
  nChanged 10
		SP:Iteration 37Q (114686.340000 sec): 3 clusters
  Score: Raw -1750056.611307 + Penalty 4605.398052 = -1745451.213255
  nChanged 8
		SP:Iteration 38Q (114686.580000 sec): 3 clusters
  Score: Raw -1750060.403788 + Penalty 4605.398052 = -1745455.005735
  nChanged 7
		SP:Iteration 39Q (114686.830000 sec): 3 clusters
  Score: Raw -1750065.585043 + Penalty 4605.398052 = -1745460.186991
  nChanged 4
		SP:Iteration 40F (114687.050000 sec): 3 clusters
  Score: Raw -1750067.695043 + Penalty 4605.398052 = -1745462.296990
  nChanged 1
		SP:Iteration 41Q (114687.280000 sec): 3 clusters
  Score: Raw -1750068.167108 + Penalty 4605.398052 = -1745462.769056
  nChanged 0
		SP:Iteration 42F (114687.520000 sec): 3 clusters
  Score: Raw -1750068.167108 + Penalty 4605.398052 = -1745462.769056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114687.640000 sec): 2 clusters
  Score: Raw -216963.986976 + Penalty 1818.427563 = -215145.559413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114687.800000 sec): 3 clusters
  Score: Raw -216582.816726 + Penalty 3636.855126 = -212945.961600
  nChanged 506
		SP:Iteration 1F (114687.940000 sec): 3 clusters
  Score: Raw -217428.817208 + Penalty 3636.855126 = -213791.962082
  nChanged 207
		SP:Iteration 2F (114688.150000 sec): 3 clusters
  Score: Raw -218010.050881 + Penalty 3636.855126 = -214373.195754
  nChanged 159
		SP:Iteration 3F (114688.350000 sec): 3 clusters
  Score: Raw -218468.755615 + Penalty 3636.855126 = -214831.900489
  nChanged 108
		SP:Iteration 4F (114688.480000 sec): 3 clusters
  Score: Raw -218768.978437 + Penalty 3636.855126 = -215132.123311
  nChanged 80
		SP:Iteration 5F (114688.670000 sec): 3 clusters
  Score: Raw -219032.847798 + Penalty 3636.855126 = -215395.992672
  nChanged 60
		SP:Iteration 6Q (114688.810000 sec): 3 clusters
  Score: Raw -219391.348074 + Penalty 3636.855126 = -215754.492948
  nChanged 61
		SP:Iteration 7Q (114688.950000 sec): 3 clusters
  Score: Raw -219553.738846 + Penalty 3636.855126 = -215916.883720
  nChanged 48
		SP:Iteration 8Q (114689.040000 sec): 3 clusters
  Score: Raw -219686.883588 + Penalty 3636.855126 = -216050.028462
  nChanged 53
		SP:Iteration 9Q (114689.180000 sec): 3 clusters
  Score: Raw -219854.772962 + Penalty 3636.855126 = -216217.917835
  nChanged 57
		SP:Iteration 10Q (114689.340000 sec): 3 clusters
  Score: Raw -220122.818607 + Penalty 3636.855126 = -216485.963481
  nChanged 58
		SP:Iteration 11Q (114689.460000 sec): 3 clusters
  Score: Raw -220319.483145 + Penalty 3636.855126 = -216682.628019
  nChanged 50
		SP:Iteration 12Q (114689.600000 sec): 3 clusters
  Score: Raw -220451.037975 + Penalty 3636.855126 = -216814.182849
  nChanged 30
		SP:Iteration 13Q (114689.750000 sec): 3 clusters
  Score: Raw -220518.771280 + Penalty 3636.855126 = -216881.916154
  nChanged 15
		SP:Iteration 14Q (114689.900000 sec): 3 clusters
  Score: Raw -220547.799289 + Penalty 3636.855126 = -216910.944163
  nChanged 9
		SP:Iteration 15Q (114690.040000 sec): 3 clusters
  Score: Raw -220571.305747 + Penalty 3636.855126 = -216934.450621
  nChanged 6
		SP:Iteration 16Q (114690.130000 sec): 3 clusters
  Score: Raw -220584.881207 + Penalty 3636.855126 = -216948.026081
  nChanged 4
		SP:Iteration 17Q (114690.280000 sec): 3 clusters
  Score: Raw -220589.139625 + Penalty 3636.855126 = -216952.284498
  nChanged 0
		SP:Iteration 18F (114690.420000 sec): 3 clusters
  Score: Raw -220608.703690 + Penalty 3636.855126 = -216971.848564
  nChanged 4
		SP:Iteration 19Q (114690.560000 sec): 3 clusters
  Score: Raw -220624.421074 + Penalty 3636.855126 = -216987.565948
  nChanged 1
		SP:Iteration 20F (114690.700000 sec): 3 clusters
  Score: Raw -220625.286360 + Penalty 3636.855126 = -216988.431234
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (8631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114690.870000 sec): 2 clusters
  Score: Raw -1257738.797255 + Penalty 2247.652682 = -1255491.144573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114691.160000 sec): 3 clusters
  Score: Raw -1253168.739893 + Penalty 4495.305364 = -1248673.434530
  nChanged 3567
		SP:Iteration 1F (114691.380000 sec): 3 clusters
  Score: Raw -1255221.406830 + Penalty 4495.305364 = -1250726.101466
  nChanged 673
		SP:Iteration 2F (114691.620000 sec): 3 clusters
  Score: Raw -1255612.085440 + Penalty 4495.305364 = -1251116.780077
  nChanged 548
		SP:Iteration 3F (114691.840000 sec): 3 clusters
  Score: Raw -1255936.915971 + Penalty 4495.305364 = -1251441.610608
  nChanged 462
		SP:Iteration 4F (114692.010000 sec): 3 clusters
  Score: Raw -1256213.747544 + Penalty 4495.305364 = -1251718.442181
  nChanged 388
		SP:Iteration 5Q (114692.210000 sec): 3 clusters
  Score: Raw -1256453.160190 + Penalty 4495.305364 = -1251957.854827
  nChanged 379
		SP:Iteration 6Q (114692.390000 sec): 3 clusters
  Score: Raw -1256689.885133 + Penalty 4495.305364 = -1252194.579769
  nChanged 363
		SP:Iteration 7Q (114692.650000 sec): 3 clusters
  Score: Raw -1256918.830038 + Penalty 4495.305364 = -1252423.524674
  nChanged 359
		SP:Iteration 8Q (114692.800000 sec): 3 clusters
  Score: Raw -1257158.533937 + Penalty 4495.305364 = -1252663.228574
  nChanged 313
		SP:Iteration 9Q (114693.010000 sec): 3 clusters
  Score: Raw -1257376.566504 + Penalty 4495.305364 = -1252881.261140
  nChanged 296
		SP:Iteration 10Q (114693.180000 sec): 3 clusters
  Score: Raw -1257587.025946 + Penalty 4495.305364 = -1253091.720583
  nChanged 261
		SP:Iteration 11Q (114693.380000 sec): 3 clusters
  Score: Raw -1257740.135434 + Penalty 4495.305364 = -1253244.830070
  nChanged 251
		SP:Iteration 12Q (114693.590000 sec): 3 clusters
  Score: Raw -1257892.012865 + Penalty 4495.305364 = -1253396.707502
  nChanged 227
		SP:Iteration 13Q (114693.810000 sec): 3 clusters
  Score: Raw -1258041.688086 + Penalty 4495.305364 = -1253546.382722
  nChanged 214
		SP:Iteration 14Q (114693.970000 sec): 3 clusters
  Score: Raw -1258185.294766 + Penalty 4495.305364 = -1253689.989403
  nChanged 214
		SP:Iteration 15Q (114694.160000 sec): 3 clusters
  Score: Raw -1258352.963922 + Penalty 4495.305364 = -1253857.658558
  nChanged 202
		SP:Iteration 16Q (114694.390000 sec): 3 clusters
  Score: Raw -1258505.506155 + Penalty 4495.305364 = -1254010.200792
  nChanged 152
		SP:Iteration 17Q (114694.570000 sec): 3 clusters
  Score: Raw -1258619.954927 + Penalty 4495.305364 = -1254124.649563
  nChanged 168
		SP:Iteration 18Q (114694.750000 sec): 3 clusters
  Score: Raw -1258714.172858 + Penalty 4495.305364 = -1254218.867495
  nChanged 109
		SP:Iteration 19Q (114694.940000 sec): 3 clusters
  Score: Raw -1258758.094532 + Penalty 4495.305364 = -1254262.789169
  nChanged 88
		SP:Iteration 20F (114695.180000 sec): 3 clusters
  Score: Raw -1258789.344266 + Penalty 4495.305364 = -1254294.038903
  nChanged 55
		SP:Iteration 21Q (114695.470000 sec): 3 clusters
  Score: Raw -1258807.408845 + Penalty 4495.305364 = -1254312.103481
  nChanged 49
		SP:Iteration 22Q (114695.730000 sec): 3 clusters
  Score: Raw -1258819.901118 + Penalty 4495.305364 = -1254324.595755
  nChanged 41
		SP:Iteration 23Q (114695.960000 sec): 3 clusters
  Score: Raw -1258831.217121 + Penalty 4495.305364 = -1254335.911757
  nChanged 41
		SP:Iteration 24Q (114696.160000 sec): 3 clusters
  Score: Raw -1258844.755358 + Penalty 4495.305364 = -1254349.449994
  nChanged 46
		SP:Iteration 25Q (114696.390000 sec): 3 clusters
  Score: Raw -1258858.754764 + Penalty 4495.305364 = -1254363.449400
  nChanged 40
		SP:Iteration 26Q (114696.590000 sec): 3 clusters
  Score: Raw -1258870.972540 + Penalty 4495.305364 = -1254375.667176
  nChanged 35
		SP:Iteration 27Q (114696.800000 sec): 3 clusters
  Score: Raw -1258881.716345 + Penalty 4495.305364 = -1254386.410982
  nChanged 31
		SP:Iteration 28Q (114696.990000 sec): 3 clusters
  Score: Raw -1258890.753619 + Penalty 4495.305364 = -1254395.448256
  nChanged 29
		SP:Iteration 29Q (114697.280000 sec): 3 clusters
  Score: Raw -1258897.368675 + Penalty 4495.305364 = -1254402.063312
  nChanged 28
		SP:Iteration 30Q (114697.490000 sec): 3 clusters
  Score: Raw -1258904.460444 + Penalty 4495.305364 = -1254409.155081
  nChanged 26
		SP:Iteration 31Q (114697.730000 sec): 3 clusters
  Score: Raw -1258912.147490 + Penalty 4495.305364 = -1254416.842127
  nChanged 23
		SP:Iteration 32Q (114697.970000 sec): 3 clusters
  Score: Raw -1258917.415145 + Penalty 4495.305364 = -1254422.109781
  nChanged 24
		SP:Iteration 33Q (114698.210000 sec): 3 clusters
  Score: Raw -1258923.429734 + Penalty 4495.305364 = -1254428.124371
  nChanged 21
		SP:Iteration 34Q (114698.460000 sec): 3 clusters
  Score: Raw -1258929.763734 + Penalty 4495.305364 = -1254434.458371
  nChanged 23
		SP:Iteration 35Q (114698.750000 sec): 3 clusters
  Score: Raw -1258935.706802 + Penalty 4495.305364 = -1254440.401438
  nChanged 26
		SP:Iteration 36Q (114698.940000 sec): 3 clusters
  Score: Raw -1258942.237124 + Penalty 4495.305364 = -1254446.931761
  nChanged 30
		SP:Iteration 37Q (114699.150000 sec): 3 clusters
  Score: Raw -1258949.846681 + Penalty 4495.305364 = -1254454.541318
  nChanged 23
		SP:Iteration 38Q (114699.340000 sec): 3 clusters
  Score: Raw -1258954.646430 + Penalty 4495.305364 = -1254459.341066
  nChanged 13
		SP:Iteration 39Q (114699.540000 sec): 3 clusters
  Score: Raw -1258957.233218 + Penalty 4495.305364 = -1254461.927854
  nChanged 7
		SP:Iteration 40F (114699.750000 sec): 3 clusters
  Score: Raw -1258958.242226 + Penalty 4495.305364 = -1254462.936863
  nChanged 6
		SP:Iteration 41Q (114699.900000 sec): 3 clusters
  Score: Raw -1258959.562617 + Penalty 4495.305364 = -1254464.257253
  nChanged 7
		SP:Iteration 42Q (114700.160000 sec): 3 clusters
  Score: Raw -1258960.511461 + Penalty 4495.305364 = -1254465.206098
  nChanged 2
		SP:Iteration 43Q (114700.360000 sec): 3 clusters
  Score: Raw -1258960.675058 + Penalty 4495.305364 = -1254465.369695
  nChanged 1
		SP:Iteration 44Q (114700.570000 sec): 3 clusters
  Score: Raw -1258960.824535 + Penalty 4495.305364 = -1254465.519171
  nChanged 1
		SP:Iteration 45Q (114700.790000 sec): 3 clusters
  Score: Raw -1258961.057088 + Penalty 4495.305364 = -1254465.751724
  nChanged 1
		SP:Iteration 46Q (114700.990000 sec): 3 clusters
  Score: Raw -1258961.234365 + Penalty 4495.305364 = -1254465.929002
  nChanged 3
		SP:Iteration 47Q (114701.220000 sec): 3 clusters
  Score: Raw -1258961.816980 + Penalty 4495.305364 = -1254466.511616
  nChanged 4
		SP:Iteration 48Q (114701.440000 sec): 3 clusters
  Score: Raw -1258962.490631 + Penalty 4495.305364 = -1254467.185268
  nChanged 2
		SP:Iteration 49Q (114701.700000 sec): 3 clusters
  Score: Raw -1258962.966604 + Penalty 4495.305364 = -1254467.661240
  nChanged 4
		SP:Iteration 50Q (114701.870000 sec): 3 clusters
  Score: Raw -1258963.597102 + Penalty 4495.305364 = -1254468.291738
  nChanged 5
		SP:Iteration 51Q (114702.040000 sec): 3 clusters
  Score: Raw -1258964.555369 + Penalty 4495.305364 = -1254469.250006
  nChanged 3
		SP:Iteration 52Q (114702.260000 sec): 3 clusters
  Score: Raw -1258964.963842 + Penalty 4495.305364 = -1254469.658479
  nChanged 3
		SP:Iteration 53Q (114702.460000 sec): 3 clusters
  Score: Raw -1258965.389505 + Penalty 4495.305364 = -1254470.084142
  nChanged 1
		SP:Iteration 54Q (114702.660000 sec): 3 clusters
  Score: Raw -1258965.596268 + Penalty 4495.305364 = -1254470.290905
  nChanged 1
		SP:Iteration 55Q (114702.860000 sec): 3 clusters
  Score: Raw -1258965.780538 + Penalty 4495.305364 = -1254470.475174
  nChanged 2
		SP:Iteration 56Q (114703.040000 sec): 3 clusters
  Score: Raw -1258966.052054 + Penalty 4495.305364 = -1254470.746690
  nChanged 3
		SP:Iteration 57Q (114703.250000 sec): 3 clusters
  Score: Raw -1258966.559272 + Penalty 4495.305364 = -1254471.253908
  nChanged 3
		SP:Iteration 58Q (114703.460000 sec): 3 clusters
  Score: Raw -1258966.937374 + Penalty 4495.305364 = -1254471.632010
  nChanged 3
		SP:Iteration 59Q (114703.650000 sec): 3 clusters
  Score: Raw -1258967.332835 + Penalty 4495.305364 = -1254472.027472
  nChanged 2
		SP:Iteration 60F (114703.830000 sec): 3 clusters
  Score: Raw -1258967.739010 + Penalty 4495.305364 = -1254472.433646
  nChanged 7
		SP:Iteration 61Q (114703.990000 sec): 3 clusters
  Score: Raw -1258968.632439 + Penalty 4495.305364 = -1254473.327076
  nChanged 3
		SP:Iteration 62Q (114704.270000 sec): 3 clusters
  Score: Raw -1258969.123756 + Penalty 4495.305364 = -1254473.818393
  nChanged 1
		SP:Iteration 63Q (114704.390000 sec): 3 clusters
  Score: Raw -1258969.630749 + Penalty 4495.305364 = -1254474.325386
  nChanged 1
		SP:Iteration 64Q (114704.510000 sec): 3 clusters
  Score: Raw -1258969.823583 + Penalty 4495.305364 = -1254474.518220
  nChanged 1
		SP:Iteration 65Q (114704.660000 sec): 3 clusters
  Score: Raw -1258969.933449 + Penalty 4495.305364 = -1254474.628086
  nChanged 1
		SP:Iteration 66Q (114704.780000 sec): 3 clusters
  Score: Raw -1258970.055604 + Penalty 4495.305364 = -1254474.750241
  nChanged 0
		SP:Iteration 67F (114704.940000 sec): 3 clusters
  Score: Raw -1258970.055604 + Penalty 4495.305364 = -1254474.750241
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (279284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114706.810000 sec): 2 clusters
  Score: Raw -44632978.842638 + Penalty 3109.916147 = -44629868.926491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114708.960000 sec): 3 clusters
  Score: Raw -44448261.480980 + Penalty 6219.832294 = -44442041.648685
  nChanged 135150
		SP:Iteration 1F (114710.970000 sec): 3 clusters
  Score: Raw -44528367.742355 + Penalty 6219.832294 = -44522147.910061
  nChanged 8389
		SP:Iteration 2Q (114713.240000 sec): 3 clusters
  Score: Raw -44530519.717329 + Penalty 6219.832294 = -44524299.885035
  nChanged 10423
		SP:Iteration 3Q (114715.370000 sec): 3 clusters
  Score: Raw -44533947.860682 + Penalty 6219.832294 = -44527728.028388
  nChanged 13211
		SP:Iteration 4Q (114717.620000 sec): 3 clusters
  Score: Raw -44539651.092615 + Penalty 6219.832294 = -44533431.260320
  nChanged 16526
		SP:Iteration 5F (114719.740000 sec): 3 clusters
  Score: Raw -44548667.256982 + Penalty 6219.832294 = -44542447.424687
  nChanged 19276
		SP:Iteration 6F (114721.740000 sec): 3 clusters
  Score: Raw -44561415.077607 + Penalty 6219.832294 = -44555195.245313
  nChanged 20329
		SP:Iteration 7F (114723.840000 sec): 3 clusters
  Score: Raw -44576773.940034 + Penalty 6219.832294 = -44570554.107740
  nChanged 19073
		SP:Iteration 8F (114725.980000 sec): 3 clusters
  Score: Raw -44592307.456269 + Penalty 6219.832294 = -44586087.623975
  nChanged 16185
		SP:Iteration 9F (114728.270000 sec): 3 clusters
  Score: Raw -44606124.773717 + Penalty 6219.832294 = -44599904.941422
  nChanged 12554
		SP:Iteration 10Q (114730.380000 sec): 3 clusters
  Score: Raw -44617177.900737 + Penalty 6219.832294 = -44610958.068443
  nChanged 8493
		SP:Iteration 11Q (114732.310000 sec): 3 clusters
  Score: Raw -44624715.615364 + Penalty 6219.832294 = -44618495.783070
  nChanged 5117
		SP:Iteration 12Q (114734.100000 sec): 3 clusters
  Score: Raw -44629144.326121 + Penalty 6219.832294 = -44622924.493826
  nChanged 2704
		SP:Iteration 13Q (114735.890000 sec): 3 clusters
  Score: Raw -44631368.070063 + Penalty 6219.832294 = -44625148.237768
  nChanged 1300
		SP:Iteration 14Q (114737.930000 sec): 3 clusters
  Score: Raw -44632381.560722 + Penalty 6219.832294 = -44626161.728428
  nChanged 599
		SP:Iteration 15Q (114739.780000 sec): 3 clusters
  Score: Raw -44632825.528309 + Penalty 6219.832294 = -44626605.696014
  nChanged 329
		SP:Iteration 16Q (114741.650000 sec): 3 clusters
  Score: Raw -44633063.252190 + Penalty 6219.832294 = -44626843.419896
  nChanged 168
		SP:Iteration 17Q (114743.500000 sec): 3 clusters
  Score: Raw -44633195.405413 + Penalty 6219.832294 = -44626975.573119
  nChanged 113
		SP:Iteration 18Q (114745.810000 sec): 3 clusters
  Score: Raw -44633279.428600 + Penalty 6219.832294 = -44627059.596306
  nChanged 57
		SP:Iteration 19Q (114748.160000 sec): 3 clusters
  Score: Raw -44633319.687855 + Penalty 6219.832294 = -44627099.855560
  nChanged 51
		SP:Iteration 20F (114750.640000 sec): 3 clusters
  Score: Raw -44633356.537723 + Penalty 6219.832294 = -44627136.705429
  nChanged 34
		SP:Iteration 21Q (114752.930000 sec): 3 clusters
  Score: Raw -44633380.147632 + Penalty 6219.832294 = -44627160.315338
  nChanged 17
		SP:Iteration 22Q (114755.230000 sec): 3 clusters
  Score: Raw -44633393.418289 + Penalty 6219.832294 = -44627173.585995
  nChanged 14
		SP:Iteration 23Q (114757.100000 sec): 3 clusters
  Score: Raw -44633403.347677 + Penalty 6219.832294 = -44627183.515383
  nChanged 9
		SP:Iteration 24Q (114758.870000 sec): 3 clusters
  Score: Raw -44633410.240357 + Penalty 6219.832294 = -44627190.408063
  nChanged 9
		SP:Iteration 25Q (114760.700000 sec): 3 clusters
  Score: Raw -44633419.284274 + Penalty 6219.832294 = -44627199.451980
  nChanged 6
		SP:Iteration 26Q (114762.760000 sec): 3 clusters
  Score: Raw -44633423.301702 + Penalty 6219.832294 = -44627203.469408
  nChanged 7
		SP:Iteration 27Q (114764.720000 sec): 3 clusters
  Score: Raw -44633428.115925 + Penalty 6219.832294 = -44627208.283631
  nChanged 5
		SP:Iteration 28Q (114766.660000 sec): 3 clusters
  Score: Raw -44633431.792717 + Penalty 6219.832294 = -44627211.960423
  nChanged 5
		SP:Iteration 29Q (114768.570000 sec): 3 clusters
  Score: Raw -44633434.679462 + Penalty 6219.832294 = -44627214.847168
  nChanged 4
		SP:Iteration 30Q (114770.340000 sec): 3 clusters
  Score: Raw -44633437.458701 + Penalty 6219.832294 = -44627217.626407
  nChanged 5
		SP:Iteration 31Q (114772.250000 sec): 3 clusters
  Score: Raw -44633440.212315 + Penalty 6219.832294 = -44627220.380021
  nChanged 3
		SP:Iteration 32Q (114774.110000 sec): 3 clusters
  Score: Raw -44633441.449130 + Penalty 6219.832294 = -44627221.616836
  nChanged 5
		SP:Iteration 33Q (114775.930000 sec): 3 clusters
  Score: Raw -44633444.000453 + Penalty 6219.832294 = -44627224.168159
  nChanged 4
		SP:Iteration 34Q (114777.900000 sec): 3 clusters
  Score: Raw -44633446.055443 + Penalty 6219.832294 = -44627226.223149
  nChanged 2
		SP:Iteration 35Q (114779.800000 sec): 3 clusters
  Score: Raw -44633447.093781 + Penalty 6219.832294 = -44627227.261487
  nChanged 0
		SP:Iteration 36F (114781.810000 sec): 3 clusters
  Score: Raw -44633447.093781 + Penalty 6219.832294 = -44627227.261487
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (7465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114782.150000 sec): 2 clusters
  Score: Raw -1192423.420808 + Penalty 2211.659216 = -1190211.761592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114782.420000 sec): 3 clusters
  Score: Raw -1188475.285371 + Penalty 4423.318432 = -1184051.966939
  nChanged 3052
		SP:Iteration 1F (114782.620000 sec): 3 clusters
  Score: Raw -1190122.441709 + Penalty 4423.318432 = -1185699.123277
  nChanged 560
		SP:Iteration 2F (114782.790000 sec): 3 clusters
  Score: Raw -1190395.631281 + Penalty 4423.318432 = -1185972.312849
  nChanged 376
		SP:Iteration 3F (114782.990000 sec): 3 clusters
  Score: Raw -1190587.160072 + Penalty 4423.318432 = -1186163.841639
  nChanged 340
		SP:Iteration 4Q (114783.250000 sec): 3 clusters
  Score: Raw -1190739.640338 + Penalty 4423.318432 = -1186316.321906
  nChanged 295
		SP:Iteration 5Q (114783.440000 sec): 3 clusters
  Score: Raw -1190867.029286 + Penalty 4423.318432 = -1186443.710854
  nChanged 255
		SP:Iteration 6Q (114783.580000 sec): 3 clusters
  Score: Raw -1190976.228473 + Penalty 4423.318432 = -1186552.910041
  nChanged 218
		SP:Iteration 7Q (114783.800000 sec): 3 clusters
  Score: Raw -1191067.917966 + Penalty 4423.318432 = -1186644.599534
  nChanged 211
		SP:Iteration 8Q (114783.990000 sec): 3 clusters
  Score: Raw -1191161.106030 + Penalty 4423.318432 = -1186737.787598
  nChanged 214
		SP:Iteration 9Q (114784.270000 sec): 3 clusters
  Score: Raw -1191268.954456 + Penalty 4423.318432 = -1186845.636024
  nChanged 232
		SP:Iteration 10Q (114784.500000 sec): 3 clusters
  Score: Raw -1191388.526198 + Penalty 4423.318432 = -1186965.207766
  nChanged 246
		SP:Iteration 11Q (114784.750000 sec): 3 clusters
  Score: Raw -1191518.950460 + Penalty 4423.318432 = -1187095.632028
  nChanged 237
		SP:Iteration 12Q (114784.990000 sec): 3 clusters
  Score: Raw -1191645.547685 + Penalty 4423.318432 = -1187222.229253
  nChanged 215
		SP:Iteration 13Q (114785.170000 sec): 3 clusters
  Score: Raw -1191757.679650 + Penalty 4423.318432 = -1187334.361218
  nChanged 208
		SP:Iteration 14Q (114785.440000 sec): 3 clusters
  Score: Raw -1191862.902269 + Penalty 4423.318432 = -1187439.583837
  nChanged 205
		SP:Iteration 15Q (114785.640000 sec): 3 clusters
  Score: Raw -1191971.451410 + Penalty 4423.318432 = -1187548.132978
  nChanged 176
		SP:Iteration 16Q (114785.850000 sec): 3 clusters
  Score: Raw -1192053.756656 + Penalty 4423.318432 = -1187630.438223
  nChanged 152
		SP:Iteration 17Q (114786.030000 sec): 3 clusters
  Score: Raw -1192122.805151 + Penalty 4423.318432 = -1187699.486719
  nChanged 138
		SP:Iteration 18Q (114786.220000 sec): 3 clusters
  Score: Raw -1192186.132901 + Penalty 4423.318432 = -1187762.814469
  nChanged 122
		SP:Iteration 19Q (114786.400000 sec): 3 clusters
  Score: Raw -1192234.587347 + Penalty 4423.318432 = -1187811.268915
  nChanged 84
		SP:Iteration 20F (114786.610000 sec): 3 clusters
  Score: Raw -1192268.098196 + Penalty 4423.318432 = -1187844.779763
  nChanged 80
		SP:Iteration 21Q (114786.760000 sec): 3 clusters
  Score: Raw -1192300.868025 + Penalty 4423.318432 = -1187877.549593
  nChanged 79
		SP:Iteration 22Q (114786.950000 sec): 3 clusters
  Score: Raw -1192336.938617 + Penalty 4423.318432 = -1187913.620185
  nChanged 82
		SP:Iteration 23Q (114787.170000 sec): 3 clusters
  Score: Raw -1192379.141230 + Penalty 4423.318432 = -1187955.822798
  nChanged 73
		SP:Iteration 24Q (114787.370000 sec): 3 clusters
  Score: Raw -1192409.850560 + Penalty 4423.318432 = -1187986.532128
  nChanged 57
		SP:Iteration 25Q (114787.580000 sec): 3 clusters
  Score: Raw -1192429.495166 + Penalty 4423.318432 = -1188006.176734
  nChanged 57
		SP:Iteration 26Q (114787.750000 sec): 3 clusters
  Score: Raw -1192447.850372 + Penalty 4423.318432 = -1188024.531940
  nChanged 40
		SP:Iteration 27Q (114787.950000 sec): 3 clusters
  Score: Raw -1192462.807997 + Penalty 4423.318432 = -1188039.489565
  nChanged 38
		SP:Iteration 28Q (114788.150000 sec): 3 clusters
  Score: Raw -1192473.940005 + Penalty 4423.318432 = -1188050.621572
  nChanged 24
		SP:Iteration 29Q (114788.290000 sec): 3 clusters
  Score: Raw -1192483.453224 + Penalty 4423.318432 = -1188060.134791
  nChanged 26
		SP:Iteration 30Q (114788.510000 sec): 3 clusters
  Score: Raw -1192491.167631 + Penalty 4423.318432 = -1188067.849199
  nChanged 22
		SP:Iteration 31Q (114788.680000 sec): 3 clusters
  Score: Raw -1192498.859197 + Penalty 4423.318432 = -1188075.540765
  nChanged 23
		SP:Iteration 32Q (114788.910000 sec): 3 clusters
  Score: Raw -1192505.771453 + Penalty 4423.318432 = -1188082.453021
  nChanged 14
		SP:Iteration 33Q (114789.130000 sec): 3 clusters
  Score: Raw -1192510.326315 + Penalty 4423.318432 = -1188087.007883
  nChanged 13
		SP:Iteration 34Q (114789.300000 sec): 3 clusters
  Score: Raw -1192515.260893 + Penalty 4423.318432 = -1188091.942461
  nChanged 11
		SP:Iteration 35Q (114789.500000 sec): 3 clusters
  Score: Raw -1192518.976508 + Penalty 4423.318432 = -1188095.658075
  nChanged 10
		SP:Iteration 36Q (114789.640000 sec): 3 clusters
  Score: Raw -1192521.873139 + Penalty 4423.318432 = -1188098.554707
  nChanged 5
		SP:Iteration 37Q (114789.820000 sec): 3 clusters
  Score: Raw -1192522.863753 + Penalty 4423.318432 = -1188099.545321
  nChanged 3
		SP:Iteration 38Q (114790.010000 sec): 3 clusters
  Score: Raw -1192523.678788 + Penalty 4423.318432 = -1188100.360356
  nChanged 6
		SP:Iteration 39Q (114790.180000 sec): 3 clusters
  Score: Raw -1192525.788932 + Penalty 4423.318432 = -1188102.470500
  nChanged 9
		SP:Iteration 40F (114790.400000 sec): 3 clusters
  Score: Raw -1192528.656346 + Penalty 4423.318432 = -1188105.337914
  nChanged 9
		SP:Iteration 41Q (114790.610000 sec): 3 clusters
  Score: Raw -1192530.863602 + Penalty 4423.318432 = -1188107.545170
  nChanged 6
		SP:Iteration 42Q (114790.780000 sec): 3 clusters
  Score: Raw -1192532.252167 + Penalty 4423.318432 = -1188108.933735
  nChanged 5
		SP:Iteration 43Q (114791.000000 sec): 3 clusters
  Score: Raw -1192533.275198 + Penalty 4423.318432 = -1188109.956766
  nChanged 1
		SP:Iteration 44Q (114791.220000 sec): 3 clusters
  Score: Raw -1192533.653165 + Penalty 4423.318432 = -1188110.334732
  nChanged 2
		SP:Iteration 45Q (114791.420000 sec): 3 clusters
  Score: Raw -1192534.274805 + Penalty 4423.318432 = -1188110.956373
  nChanged 4
		SP:Iteration 46Q (114791.630000 sec): 3 clusters
  Score: Raw -1192535.175653 + Penalty 4423.318432 = -1188111.857221
  nChanged 2
		SP:Iteration 47Q (114791.790000 sec): 3 clusters
  Score: Raw -1192535.534836 + Penalty 4423.318432 = -1188112.216404
  nChanged 1
		SP:Iteration 48Q (114792.000000 sec): 3 clusters
  Score: Raw -1192535.721803 + Penalty 4423.318432 = -1188112.403371
  nChanged 0
		SP:Iteration 49F (114792.210000 sec): 3 clusters
  Score: Raw -1192535.721803 + Penalty 4423.318432 = -1188112.403371
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (96138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114792.990000 sec): 2 clusters
  Score: Raw -15484537.714494 + Penalty 2845.437905 = -15481692.276590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114793.840000 sec): 3 clusters
  Score: Raw -15423268.772205 + Penalty 5690.875809 = -15417577.896395
  nChanged 45422
		SP:Iteration 1F (114794.700000 sec): 3 clusters
  Score: Raw -15449282.425149 + Penalty 5690.875809 = -15443591.549339
  nChanged 3454
		SP:Iteration 2Q (114795.570000 sec): 3 clusters
  Score: Raw -15450366.209508 + Penalty 5690.875809 = -15444675.333698
  nChanged 4107
		SP:Iteration 3Q (114796.490000 sec): 3 clusters
  Score: Raw -15452057.790122 + Penalty 5690.875809 = -15446366.914312
  nChanged 5187
		SP:Iteration 4F (114797.330000 sec): 3 clusters
  Score: Raw -15454863.342834 + Penalty 5690.875809 = -15449172.467024
  nChanged 6738
		SP:Iteration 5F (114798.210000 sec): 3 clusters
  Score: Raw -15459501.337436 + Penalty 5690.875809 = -15453810.461626
  nChanged 7682
		SP:Iteration 6F (114799.080000 sec): 3 clusters
  Score: Raw -15465639.370436 + Penalty 5690.875809 = -15459948.494627
  nChanged 7452
		SP:Iteration 7F (114799.930000 sec): 3 clusters
  Score: Raw -15472128.968541 + Penalty 5690.875809 = -15466438.092732
  nChanged 5860
		SP:Iteration 8F (114800.800000 sec): 3 clusters
  Score: Raw -15477228.018534 + Penalty 5690.875809 = -15471537.142725
  nChanged 3914
		SP:Iteration 9Q (114801.710000 sec): 3 clusters
  Score: Raw -15480560.625434 + Penalty 5690.875809 = -15474869.749624
  nChanged 2381
		SP:Iteration 10Q (114802.540000 sec): 3 clusters
  Score: Raw -15482521.087534 + Penalty 5690.875809 = -15476830.211725
  nChanged 1343
		SP:Iteration 11Q (114803.380000 sec): 3 clusters
  Score: Raw -15483581.214342 + Penalty 5690.875809 = -15477890.338533
  nChanged 739
		SP:Iteration 12Q (114804.160000 sec): 3 clusters
  Score: Raw -15484186.483529 + Penalty 5690.875809 = -15478495.607719
  nChanged 385
		SP:Iteration 13Q (114804.860000 sec): 3 clusters
  Score: Raw -15484501.308753 + Penalty 5690.875809 = -15478810.432943
  nChanged 158
		SP:Iteration 14Q (114805.590000 sec): 3 clusters
  Score: Raw -15484636.019984 + Penalty 5690.875809 = -15478945.144175
  nChanged 99
		SP:Iteration 15Q (114806.300000 sec): 3 clusters
  Score: Raw -15484717.290104 + Penalty 5690.875809 = -15479026.414295
  nChanged 64
		SP:Iteration 16Q (114807.020000 sec): 3 clusters
  Score: Raw -15484768.079627 + Penalty 5690.875809 = -15479077.203818
  nChanged 40
		SP:Iteration 17Q (114807.780000 sec): 3 clusters
  Score: Raw -15484798.354678 + Penalty 5690.875809 = -15479107.478869
  nChanged 27
		SP:Iteration 18Q (114808.450000 sec): 3 clusters
  Score: Raw -15484819.209946 + Penalty 5690.875809 = -15479128.334136
  nChanged 21
		SP:Iteration 19Q (114809.240000 sec): 3 clusters
  Score: Raw -15484838.730032 + Penalty 5690.875809 = -15479147.854223
  nChanged 15
		SP:Iteration 20F (114810.050000 sec): 3 clusters
  Score: Raw -15484850.309215 + Penalty 5690.875809 = -15479159.433406
  nChanged 13
		SP:Iteration 21Q (114810.800000 sec): 3 clusters
  Score: Raw -15484860.616932 + Penalty 5690.875809 = -15479169.741123
  nChanged 14
		SP:Iteration 22Q (114811.530000 sec): 3 clusters
  Score: Raw -15484873.943718 + Penalty 5690.875809 = -15479183.067908
  nChanged 11
		SP:Iteration 23Q (114812.260000 sec): 3 clusters
  Score: Raw -15484884.040557 + Penalty 5690.875809 = -15479193.164748
  nChanged 4
		SP:Iteration 24Q (114813.020000 sec): 3 clusters
  Score: Raw -15484887.714263 + Penalty 5690.875809 = -15479196.838453
  nChanged 2
		SP:Iteration 25Q (114813.720000 sec): 3 clusters
  Score: Raw -15484890.118762 + Penalty 5690.875809 = -15479199.242953
  nChanged 2
		SP:Iteration 26Q (114814.490000 sec): 3 clusters
  Score: Raw -15484892.742766 + Penalty 5690.875809 = -15479201.866956
  nChanged 3
		SP:Iteration 27Q (114815.290000 sec): 3 clusters
  Score: Raw -15484894.477655 + Penalty 5690.875809 = -15479203.601846
  nChanged 0
		SP:Iteration 28F (114816.130000 sec): 3 clusters
  Score: Raw -15484894.477655 + Penalty 5690.875809 = -15479203.601846
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (5298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114816.280000 sec): 2 clusters
  Score: Raw -803912.236780 + Penalty 2126.620998 = -801785.615782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114816.470000 sec): 3 clusters
  Score: Raw -801398.509744 + Penalty 4253.241996 = -797145.267748
  nChanged 2028
		SP:Iteration 1F (114816.690000 sec): 3 clusters
  Score: Raw -802666.845102 + Penalty 4253.241996 = -798413.603105
  nChanged 466
		SP:Iteration 2F (114816.970000 sec): 3 clusters
  Score: Raw -803089.056916 + Penalty 4253.241996 = -798835.814920
  nChanged 360
		SP:Iteration 3F (114817.140000 sec): 3 clusters
  Score: Raw -803406.159710 + Penalty 4253.241996 = -799152.917714
  nChanged 295
		SP:Iteration 4F (114817.350000 sec): 3 clusters
  Score: Raw -803626.606198 + Penalty 4253.241996 = -799373.364202
  nChanged 238
		SP:Iteration 5Q (114817.570000 sec): 3 clusters
  Score: Raw -803774.297817 + Penalty 4253.241996 = -799521.055820
  nChanged 194
		SP:Iteration 6Q (114817.770000 sec): 3 clusters
  Score: Raw -803880.774690 + Penalty 4253.241996 = -799627.532694
  nChanged 140
		SP:Iteration 7Q (114817.910000 sec): 3 clusters
  Score: Raw -803952.070346 + Penalty 4253.241996 = -799698.828350
  nChanged 124
		SP:Iteration 8Q (114818.150000 sec): 3 clusters
  Score: Raw -804019.258981 + Penalty 4253.241996 = -799766.016985
  nChanged 113
		SP:Iteration 9Q (114818.370000 sec): 3 clusters
  Score: Raw -804081.446293 + Penalty 4253.241996 = -799828.204297
  nChanged 106
		SP:Iteration 10Q (114818.650000 sec): 3 clusters
  Score: Raw -804129.531200 + Penalty 4253.241996 = -799876.289204
  nChanged 102
		SP:Iteration 11Q (114818.900000 sec): 3 clusters
  Score: Raw -804172.199905 + Penalty 4253.241996 = -799918.957909
  nChanged 79
		SP:Iteration 12Q (114819.110000 sec): 3 clusters
  Score: Raw -804206.429997 + Penalty 4253.241996 = -799953.188000
  nChanged 77
		SP:Iteration 13Q (114819.380000 sec): 3 clusters
  Score: Raw -804239.168606 + Penalty 4253.241996 = -799985.926609
  nChanged 57
		SP:Iteration 14Q (114819.590000 sec): 3 clusters
  Score: Raw -804260.490879 + Penalty 4253.241996 = -800007.248883
  nChanged 52
		SP:Iteration 15Q (114819.830000 sec): 3 clusters
  Score: Raw -804284.811401 + Penalty 4253.241996 = -800031.569404
  nChanged 44
		SP:Iteration 16Q (114820.030000 sec): 3 clusters
  Score: Raw -804312.395394 + Penalty 4253.241996 = -800059.153397
  nChanged 57
		SP:Iteration 17Q (114820.270000 sec): 3 clusters
  Score: Raw -804332.656963 + Penalty 4253.241996 = -800079.414967
  nChanged 55
		SP:Iteration 18Q (114820.480000 sec): 3 clusters
  Score: Raw -804351.209148 + Penalty 4253.241996 = -800097.967152
  nChanged 57
		SP:Iteration 19Q (114820.700000 sec): 3 clusters
  Score: Raw -804371.359478 + Penalty 4253.241996 = -800118.117482
  nChanged 51
		SP:Iteration 20F (114820.910000 sec): 3 clusters
  Score: Raw -804390.104731 + Penalty 4253.241996 = -800136.862735
  nChanged 65
		SP:Iteration 21Q (114821.090000 sec): 3 clusters
  Score: Raw -804418.132929 + Penalty 4253.241996 = -800164.890933
  nChanged 50
		SP:Iteration 22Q (114821.350000 sec): 3 clusters
  Score: Raw -804440.618834 + Penalty 4253.241996 = -800187.376838
  nChanged 43
		SP:Iteration 23Q (114821.560000 sec): 3 clusters
  Score: Raw -804460.082371 + Penalty 4253.241996 = -800206.840374
  nChanged 40
		SP:Iteration 24Q (114821.830000 sec): 3 clusters
  Score: Raw -804475.145409 + Penalty 4253.241996 = -800221.903413
  nChanged 34
		SP:Iteration 25Q (114822.020000 sec): 3 clusters
  Score: Raw -804495.756624 + Penalty 4253.241996 = -800242.514627
  nChanged 39
		SP:Iteration 26Q (114822.180000 sec): 3 clusters
  Score: Raw -804512.293989 + Penalty 4253.241996 = -800259.051992
  nChanged 32
		SP:Iteration 27Q (114822.360000 sec): 3 clusters
  Score: Raw -804524.211202 + Penalty 4253.241996 = -800270.969206
  nChanged 19
		SP:Iteration 28Q (114822.540000 sec): 3 clusters
  Score: Raw -804532.383543 + Penalty 4253.241996 = -800279.141547
  nChanged 18
		SP:Iteration 29Q (114822.720000 sec): 3 clusters
  Score: Raw -804539.417793 + Penalty 4253.241996 = -800286.175797
  nChanged 23
		SP:Iteration 30Q (114822.940000 sec): 3 clusters
  Score: Raw -804547.900685 + Penalty 4253.241996 = -800294.658689
  nChanged 17
		SP:Iteration 31Q (114823.110000 sec): 3 clusters
  Score: Raw -804555.767252 + Penalty 4253.241996 = -800302.525256
  nChanged 30
		SP:Iteration 32Q (114823.280000 sec): 3 clusters
  Score: Raw -804570.989056 + Penalty 4253.241996 = -800317.747060
  nChanged 27
		SP:Iteration 33Q (114823.490000 sec): 3 clusters
  Score: Raw -804583.714013 + Penalty 4253.241996 = -800330.472017
  nChanged 24
		SP:Iteration 34Q (114823.610000 sec): 3 clusters
  Score: Raw -804596.216819 + Penalty 4253.241996 = -800342.974823
  nChanged 26
		SP:Iteration 35Q (114823.800000 sec): 3 clusters
  Score: Raw -804606.697066 + Penalty 4253.241996 = -800353.455070
  nChanged 23
		SP:Iteration 36Q (114823.980000 sec): 3 clusters
  Score: Raw -804616.040475 + Penalty 4253.241996 = -800362.798478
  nChanged 16
		SP:Iteration 37Q (114824.160000 sec): 3 clusters
  Score: Raw -804622.602299 + Penalty 4253.241996 = -800369.360303
  nChanged 14
		SP:Iteration 38Q (114824.380000 sec): 3 clusters
  Score: Raw -804628.750034 + Penalty 4253.241996 = -800375.508038
  nChanged 10
		SP:Iteration 39Q (114824.540000 sec): 3 clusters
  Score: Raw -804633.466540 + Penalty 4253.241996 = -800380.224544
  nChanged 10
		SP:Iteration 40F (114824.730000 sec): 3 clusters
  Score: Raw -804636.882814 + Penalty 4253.241996 = -800383.640818
  nChanged 7
		SP:Iteration 41Q (114824.910000 sec): 3 clusters
  Score: Raw -804639.097643 + Penalty 4253.241996 = -800385.855647
  nChanged 12
		SP:Iteration 42Q (114825.090000 sec): 3 clusters
  Score: Raw -804644.585955 + Penalty 4253.241996 = -800391.343958
  nChanged 8
		SP:Iteration 43Q (114825.290000 sec): 3 clusters
  Score: Raw -804647.802392 + Penalty 4253.241996 = -800394.560396
  nChanged 6
		SP:Iteration 44Q (114825.380000 sec): 3 clusters
  Score: Raw -804650.539011 + Penalty 4253.241996 = -800397.297014
  nChanged 9
		SP:Iteration 45Q (114825.580000 sec): 3 clusters
  Score: Raw -804654.410787 + Penalty 4253.241996 = -800401.168791
  nChanged 7
		SP:Iteration 46Q (114825.690000 sec): 3 clusters
  Score: Raw -804657.296814 + Penalty 4253.241996 = -800404.054817
  nChanged 5
		SP:Iteration 47Q (114825.850000 sec): 3 clusters
  Score: Raw -804658.942539 + Penalty 4253.241996 = -800405.700543
  nChanged 3
		SP:Iteration 48Q (114826.060000 sec): 3 clusters
  Score: Raw -804660.460326 + Penalty 4253.241996 = -800407.218330
  nChanged 4
		SP:Iteration 49Q (114826.230000 sec): 3 clusters
  Score: Raw -804662.261093 + Penalty 4253.241996 = -800409.019097
  nChanged 5
		SP:Iteration 50Q (114826.470000 sec): 3 clusters
  Score: Raw -804664.435092 + Penalty 4253.241996 = -800411.193096
  nChanged 9
		SP:Iteration 51Q (114826.670000 sec): 3 clusters
  Score: Raw -804668.758518 + Penalty 4253.241996 = -800415.516522
  nChanged 5
		SP:Iteration 52Q (114826.800000 sec): 3 clusters
  Score: Raw -804670.239857 + Penalty 4253.241996 = -800416.997861
  nChanged 3
		SP:Iteration 53Q (114826.950000 sec): 3 clusters
  Score: Raw -804671.003213 + Penalty 4253.241996 = -800417.761216
  nChanged 3
		SP:Iteration 54Q (114827.130000 sec): 3 clusters
  Score: Raw -804671.991014 + Penalty 4253.241996 = -800418.749018
  nChanged 5
		SP:Iteration 55Q (114827.280000 sec): 3 clusters
  Score: Raw -804673.388911 + Penalty 4253.241996 = -800420.146915
  nChanged 1
		SP:Iteration 56Q (114827.450000 sec): 3 clusters
  Score: Raw -804674.002901 + Penalty 4253.241996 = -800420.760905
  nChanged 3
		SP:Iteration 57Q (114827.650000 sec): 3 clusters
  Score: Raw -804674.736304 + Penalty 4253.241996 = -800421.494308
  nChanged 1
		SP:Iteration 58Q (114827.850000 sec): 3 clusters
  Score: Raw -804674.962246 + Penalty 4253.241996 = -800421.720249
  nChanged 1
		SP:Iteration 59Q (114828.070000 sec): 3 clusters
  Score: Raw -804675.291869 + Penalty 4253.241996 = -800422.049873
  nChanged 1
		SP:Iteration 60F (114828.270000 sec): 3 clusters
  Score: Raw -804675.699422 + Penalty 4253.241996 = -800422.457426
  nChanged 4
		SP:Iteration 61Q (114828.470000 sec): 3 clusters
  Score: Raw -804676.773913 + Penalty 4253.241996 = -800423.531917
  nChanged 1
		SP:Iteration 62Q (114828.660000 sec): 3 clusters
  Score: Raw -804677.151612 + Penalty 4253.241996 = -800423.909616
  nChanged 1
		SP:Iteration 63Q (114828.850000 sec): 3 clusters
  Score: Raw -804677.877318 + Penalty 4253.241996 = -800424.635322
  nChanged 3
		SP:Iteration 64Q (114829.050000 sec): 3 clusters
  Score: Raw -804679.764521 + Penalty 4253.241996 = -800426.522525
  nChanged 3
		SP:Iteration 65Q (114829.210000 sec): 3 clusters
  Score: Raw -804680.750663 + Penalty 4253.241996 = -800427.508667
  nChanged 4
		SP:Iteration 66Q (114829.420000 sec): 3 clusters
  Score: Raw -804682.327748 + Penalty 4253.241996 = -800429.085751
  nChanged 3
		SP:Iteration 67Q (114829.630000 sec): 3 clusters
  Score: Raw -804683.089960 + Penalty 4253.241996 = -800429.847963
  nChanged 1
		SP:Iteration 68Q (114829.830000 sec): 3 clusters
  Score: Raw -804683.230882 + Penalty 4253.241996 = -800429.988886
  nChanged 1
		SP:Iteration 69Q (114830.020000 sec): 3 clusters
  Score: Raw -804683.376380 + Penalty 4253.241996 = -800430.134384
  nChanged 0
		SP:Iteration 70F (114830.250000 sec): 3 clusters
  Score: Raw -804683.376380 + Penalty 4253.241996 = -800430.134384
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (6962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114830.370000 sec): 2 clusters
  Score: Raw -1078616.282245 + Penalty 2194.359073 = -1076421.923172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114830.660000 sec): 3 clusters
  Score: Raw -1075048.671030 + Penalty 4388.718146 = -1070659.952884
  nChanged 2755
		SP:Iteration 1F (114830.830000 sec): 3 clusters
  Score: Raw -1076583.067577 + Penalty 4388.718146 = -1072194.349431
  nChanged 527
		SP:Iteration 2F (114831.070000 sec): 3 clusters
  Score: Raw -1076924.292431 + Penalty 4388.718146 = -1072535.574285
  nChanged 451
		SP:Iteration 3F (114831.310000 sec): 3 clusters
  Score: Raw -1077295.277487 + Penalty 4388.718146 = -1072906.559341
  nChanged 455
		SP:Iteration 4F (114831.530000 sec): 3 clusters
  Score: Raw -1077709.763300 + Penalty 4388.718146 = -1073321.045154
  nChanged 474
		SP:Iteration 5F (114831.800000 sec): 3 clusters
  Score: Raw -1078179.487686 + Penalty 4388.718146 = -1073790.769540
  nChanged 467
		SP:Iteration 6F (114832.050000 sec): 3 clusters
  Score: Raw -1078791.562284 + Penalty 4388.718146 = -1074402.844138
  nChanged 436
		SP:Iteration 7F (114832.330000 sec): 3 clusters
  Score: Raw -1079404.882041 + Penalty 4388.718146 = -1075016.163895
  nChanged 347
		SP:Iteration 8Q (114832.570000 sec): 3 clusters
  Score: Raw -1079760.435162 + Penalty 4388.718146 = -1075371.717016
  nChanged 225
		SP:Iteration 9Q (114832.760000 sec): 3 clusters
  Score: Raw -1079929.300731 + Penalty 4388.718146 = -1075540.582585
  nChanged 153
		SP:Iteration 10Q (114833.000000 sec): 3 clusters
  Score: Raw -1080068.456837 + Penalty 4388.718146 = -1075679.738691
  nChanged 143
		SP:Iteration 11Q (114833.130000 sec): 3 clusters
  Score: Raw -1080216.345563 + Penalty 4388.718146 = -1075827.627417
  nChanged 133
		SP:Iteration 12Q (114833.350000 sec): 3 clusters
  Score: Raw -1080359.588589 + Penalty 4388.718146 = -1075970.870443
  nChanged 111
		SP:Iteration 13Q (114833.580000 sec): 3 clusters
  Score: Raw -1080481.656752 + Penalty 4388.718146 = -1076092.938606
  nChanged 98
		SP:Iteration 14Q (114833.780000 sec): 3 clusters
  Score: Raw -1080584.061716 + Penalty 4388.718146 = -1076195.343570
  nChanged 89
		SP:Iteration 15Q (114834.000000 sec): 3 clusters
  Score: Raw -1080676.680427 + Penalty 4388.718146 = -1076287.962281
  nChanged 73
		SP:Iteration 16Q (114834.160000 sec): 3 clusters
  Score: Raw -1080743.890732 + Penalty 4388.718146 = -1076355.172586
  nChanged 55
		SP:Iteration 17Q (114834.460000 sec): 3 clusters
  Score: Raw -1080791.765800 + Penalty 4388.718146 = -1076403.047654
  nChanged 35
		SP:Iteration 18Q (114834.610000 sec): 3 clusters
  Score: Raw -1080814.030522 + Penalty 4388.718146 = -1076425.312376
  nChanged 20
		SP:Iteration 19Q (114834.800000 sec): 3 clusters
  Score: Raw -1080828.099364 + Penalty 4388.718146 = -1076439.381219
  nChanged 18
		SP:Iteration 20F (114835.000000 sec): 3 clusters
  Score: Raw -1080843.408802 + Penalty 4388.718146 = -1076454.690656
  nChanged 21
		SP:Iteration 21Q (114835.210000 sec): 3 clusters
  Score: Raw -1080860.071297 + Penalty 4388.718146 = -1076471.353152
  nChanged 20
		SP:Iteration 22Q (114835.410000 sec): 3 clusters
  Score: Raw -1080873.403938 + Penalty 4388.718146 = -1076484.685792
  nChanged 16
		SP:Iteration 23Q (114835.600000 sec): 3 clusters
  Score: Raw -1080882.243627 + Penalty 4388.718146 = -1076493.525481
  nChanged 8
		SP:Iteration 24Q (114835.780000 sec): 3 clusters
  Score: Raw -1080887.137397 + Penalty 4388.718146 = -1076498.419251
  nChanged 9
		SP:Iteration 25Q (114835.950000 sec): 3 clusters
  Score: Raw -1080890.779769 + Penalty 4388.718146 = -1076502.061624
  nChanged 4
		SP:Iteration 26Q (114836.180000 sec): 3 clusters
  Score: Raw -1080893.316750 + Penalty 4388.718146 = -1076504.598604
  nChanged 9
		SP:Iteration 27Q (114836.300000 sec): 3 clusters
  Score: Raw -1080897.302872 + Penalty 4388.718146 = -1076508.584726
  nChanged 9
		SP:Iteration 28Q (114836.470000 sec): 3 clusters
  Score: Raw -1080901.961066 + Penalty 4388.718146 = -1076513.242920
  nChanged 6
		SP:Iteration 29Q (114836.690000 sec): 3 clusters
  Score: Raw -1080905.131186 + Penalty 4388.718146 = -1076516.413040
  nChanged 7
		SP:Iteration 30Q (114836.840000 sec): 3 clusters
  Score: Raw -1080909.289098 + Penalty 4388.718146 = -1076520.570952
  nChanged 4
		SP:Iteration 31Q (114837.060000 sec): 3 clusters
  Score: Raw -1080910.989930 + Penalty 4388.718146 = -1076522.271784
  nChanged 3
		SP:Iteration 32Q (114837.280000 sec): 3 clusters
  Score: Raw -1080911.903612 + Penalty 4388.718146 = -1076523.185466
  nChanged 3
		SP:Iteration 33Q (114837.460000 sec): 3 clusters
  Score: Raw -1080913.582779 + Penalty 4388.718146 = -1076524.864633
  nChanged 4
		SP:Iteration 34Q (114837.630000 sec): 3 clusters
  Score: Raw -1080916.674174 + Penalty 4388.718146 = -1076527.956029
  nChanged 5
		SP:Iteration 35Q (114837.850000 sec): 3 clusters
  Score: Raw -1080920.751192 + Penalty 4388.718146 = -1076532.033046
  nChanged 4
		SP:Iteration 36Q (114838.030000 sec): 3 clusters
  Score: Raw -1080923.021623 + Penalty 4388.718146 = -1076534.303477
  nChanged 7
		SP:Iteration 37Q (114838.260000 sec): 3 clusters
  Score: Raw -1080926.061007 + Penalty 4388.718146 = -1076537.342861
  nChanged 5
		SP:Iteration 38Q (114838.440000 sec): 3 clusters
  Score: Raw -1080928.341643 + Penalty 4388.718146 = -1076539.623497
  nChanged 4
		SP:Iteration 39Q (114838.600000 sec): 3 clusters
  Score: Raw -1080930.388763 + Penalty 4388.718146 = -1076541.670617
  nChanged 4
		SP:Iteration 40F (114838.760000 sec): 3 clusters
  Score: Raw -1080932.569171 + Penalty 4388.718146 = -1076543.851025
  nChanged 2
		SP:Iteration 41Q (114838.930000 sec): 3 clusters
  Score: Raw -1080932.996235 + Penalty 4388.718146 = -1076544.278090
  nChanged 2
		SP:Iteration 42Q (114839.160000 sec): 3 clusters
  Score: Raw -1080934.094630 + Penalty 4388.718146 = -1076545.376485
  nChanged 3
		SP:Iteration 43Q (114839.340000 sec): 3 clusters
  Score: Raw -1080935.016460 + Penalty 4388.718146 = -1076546.298314
  nChanged 0
		SP:Iteration 44F (114839.560000 sec): 3 clusters
  Score: Raw -1080935.016460 + Penalty 4388.718146 = -1076546.298314
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (20291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114839.860000 sec): 2 clusters
  Score: Raw -3331747.610867 + Penalty 2459.647314 = -3329287.963553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114840.200000 sec): 3 clusters
  Score: Raw -3320028.489610 + Penalty 4919.294628 = -3315109.194983
  nChanged 8825
		SP:Iteration 1F (114840.480000 sec): 3 clusters
  Score: Raw -3324610.375985 + Penalty 4919.294628 = -3319691.081357
  nChanged 971
		SP:Iteration 2Q (114840.790000 sec): 3 clusters
  Score: Raw -3324917.577702 + Penalty 4919.294628 = -3319998.283075
  nChanged 810
		SP:Iteration 3Q (114841.140000 sec): 3 clusters
  Score: Raw -3325152.361223 + Penalty 4919.294628 = -3320233.066595
  nChanged 665
		SP:Iteration 4Q (114841.410000 sec): 3 clusters
  Score: Raw -3325344.477790 + Penalty 4919.294628 = -3320425.183163
  nChanged 590
		SP:Iteration 5Q (114841.750000 sec): 3 clusters
  Score: Raw -3325531.817922 + Penalty 4919.294628 = -3320612.523294
  nChanged 595
		SP:Iteration 6Q (114842.100000 sec): 3 clusters
  Score: Raw -3325727.225595 + Penalty 4919.294628 = -3320807.930967
  nChanged 693
		SP:Iteration 7Q (114842.380000 sec): 3 clusters
  Score: Raw -3325973.491270 + Penalty 4919.294628 = -3321054.196642
  nChanged 770
		SP:Iteration 8Q (114842.720000 sec): 3 clusters
  Score: Raw -3326292.955520 + Penalty 4919.294628 = -3321373.660892
  nChanged 913
		SP:Iteration 9Q (114843.050000 sec): 3 clusters
  Score: Raw -3326762.979512 + Penalty 4919.294628 = -3321843.684885
  nChanged 1057
		SP:Iteration 10F (114843.320000 sec): 3 clusters
  Score: Raw -3327402.496789 + Penalty 4919.294628 = -3322483.202161
  nChanged 1245
		SP:Iteration 11F (114843.580000 sec): 3 clusters
  Score: Raw -3328302.006577 + Penalty 4919.294628 = -3323382.711949
  nChanged 1270
		SP:Iteration 12F (114843.860000 sec): 3 clusters
  Score: Raw -3329315.623374 + Penalty 4919.294628 = -3324396.328746
  nChanged 1104
		SP:Iteration 13F (114844.220000 sec): 3 clusters
  Score: Raw -3330282.858900 + Penalty 4919.294628 = -3325363.564273
  nChanged 769
		SP:Iteration 14Q (114844.580000 sec): 3 clusters
  Score: Raw -3330995.386251 + Penalty 4919.294628 = -3326076.091623
  nChanged 461
		SP:Iteration 15Q (114844.880000 sec): 3 clusters
  Score: Raw -3331441.478647 + Penalty 4919.294628 = -3326522.184019
  nChanged 242
		SP:Iteration 16Q (114845.200000 sec): 3 clusters
  Score: Raw -3331688.948885 + Penalty 4919.294628 = -3326769.654258
  nChanged 134
		SP:Iteration 17Q (114845.530000 sec): 3 clusters
  Score: Raw -3331841.537504 + Penalty 4919.294628 = -3326922.242876
  nChanged 74
		SP:Iteration 18Q (114845.840000 sec): 3 clusters
  Score: Raw -3331931.683246 + Penalty 4919.294628 = -3327012.388619
  nChanged 44
		SP:Iteration 19Q (114846.130000 sec): 3 clusters
  Score: Raw -3331985.206205 + Penalty 4919.294628 = -3327065.911577
  nChanged 25
		SP:Iteration 20F (114846.460000 sec): 3 clusters
  Score: Raw -3332015.038708 + Penalty 4919.294628 = -3327095.744080
  nChanged 18
		SP:Iteration 21Q (114846.750000 sec): 3 clusters
  Score: Raw -3332039.008899 + Penalty 4919.294628 = -3327119.714271
  nChanged 12
		SP:Iteration 22Q (114847.000000 sec): 3 clusters
  Score: Raw -3332054.514503 + Penalty 4919.294628 = -3327135.219875
  nChanged 7
		SP:Iteration 23Q (114847.300000 sec): 3 clusters
  Score: Raw -3332060.817078 + Penalty 4919.294628 = -3327141.522451
  nChanged 5
		SP:Iteration 24Q (114847.610000 sec): 3 clusters
  Score: Raw -3332067.855691 + Penalty 4919.294628 = -3327148.561064
  nChanged 6
		SP:Iteration 25Q (114847.920000 sec): 3 clusters
  Score: Raw -3332078.051951 + Penalty 4919.294628 = -3327158.757323
  nChanged 9
		SP:Iteration 26Q (114848.230000 sec): 3 clusters
  Score: Raw -3332087.986573 + Penalty 4919.294628 = -3327168.691946
  nChanged 4
		SP:Iteration 27Q (114848.540000 sec): 3 clusters
  Score: Raw -3332092.526547 + Penalty 4919.294628 = -3327173.231920
  nChanged 0
		SP:Iteration 28F (114848.890000 sec): 3 clusters
  Score: Raw -3332092.526547 + Penalty 4919.294628 = -3327173.231920
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (19507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114849.090000 sec): 2 clusters
  Score: Raw -3121754.174591 + Penalty 2449.875106 = -3119304.299485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114849.440000 sec): 3 clusters
  Score: Raw -3110663.776290 + Penalty 4899.750213 = -3105764.026077
  nChanged 8498
		SP:Iteration 1F (114849.800000 sec): 3 clusters
  Score: Raw -3115350.807687 + Penalty 4899.750213 = -3110451.057475
  nChanged 1314
		SP:Iteration 2F (114850.150000 sec): 3 clusters
  Score: Raw -3116050.323001 + Penalty 4899.750213 = -3111150.572789
  nChanged 1270
		SP:Iteration 3F (114850.490000 sec): 3 clusters
  Score: Raw -3116822.336168 + Penalty 4899.750213 = -3111922.585956
  nChanged 1289
		SP:Iteration 4F (114850.850000 sec): 3 clusters
  Score: Raw -3117662.378472 + Penalty 4899.750213 = -3112762.628259
  nChanged 1228
		SP:Iteration 5F (114851.200000 sec): 3 clusters
  Score: Raw -3118438.493699 + Penalty 4899.750213 = -3113538.743486
  nChanged 1090
		SP:Iteration 6F (114851.550000 sec): 3 clusters
  Score: Raw -3119119.778600 + Penalty 4899.750213 = -3114220.028388
  nChanged 945
		SP:Iteration 7Q (114851.910000 sec): 3 clusters
  Score: Raw -3119711.135183 + Penalty 4899.750213 = -3114811.384970
  nChanged 749
		SP:Iteration 8Q (114852.260000 sec): 3 clusters
  Score: Raw -3120181.565865 + Penalty 4899.750213 = -3115281.815652
  nChanged 649
		SP:Iteration 9Q (114852.610000 sec): 3 clusters
  Score: Raw -3120601.388762 + Penalty 4899.750213 = -3115701.638549
  nChanged 539
		SP:Iteration 10Q (114852.970000 sec): 3 clusters
  Score: Raw -3120969.820631 + Penalty 4899.750213 = -3116070.070419
  nChanged 395
		SP:Iteration 11Q (114853.330000 sec): 3 clusters
  Score: Raw -3121232.704247 + Penalty 4899.750213 = -3116332.954035
  nChanged 345
		SP:Iteration 12Q (114853.680000 sec): 3 clusters
  Score: Raw -3121475.577255 + Penalty 4899.750213 = -3116575.827042
  nChanged 250
		SP:Iteration 13Q (114854.030000 sec): 3 clusters
  Score: Raw -3121637.877914 + Penalty 4899.750213 = -3116738.127701
  nChanged 187
		SP:Iteration 14Q (114854.390000 sec): 3 clusters
  Score: Raw -3121759.830278 + Penalty 4899.750213 = -3116860.080065
  nChanged 146
		SP:Iteration 15Q (114854.740000 sec): 3 clusters
  Score: Raw -3121850.675042 + Penalty 4899.750213 = -3116950.924830
  nChanged 104
		SP:Iteration 16Q (114855.100000 sec): 3 clusters
  Score: Raw -3121919.293774 + Penalty 4899.750213 = -3117019.543562
  nChanged 70
		SP:Iteration 17Q (114855.450000 sec): 3 clusters
  Score: Raw -3121964.374790 + Penalty 4899.750213 = -3117064.624577
  nChanged 49
		SP:Iteration 18Q (114855.810000 sec): 3 clusters
  Score: Raw -3121996.068998 + Penalty 4899.750213 = -3117096.318785
  nChanged 39
		SP:Iteration 19Q (114856.170000 sec): 3 clusters
  Score: Raw -3122021.663643 + Penalty 4899.750213 = -3117121.913430
  nChanged 37
		SP:Iteration 20F (114856.480000 sec): 3 clusters
  Score: Raw -3122044.429733 + Penalty 4899.750213 = -3117144.679520
  nChanged 33
		SP:Iteration 21Q (114856.830000 sec): 3 clusters
  Score: Raw -3122064.899610 + Penalty 4899.750213 = -3117165.149397
  nChanged 30
		SP:Iteration 22Q (114857.190000 sec): 3 clusters
  Score: Raw -3122088.133396 + Penalty 4899.750213 = -3117188.383184
  nChanged 24
		SP:Iteration 23Q (114857.540000 sec): 3 clusters
  Score: Raw -3122106.999197 + Penalty 4899.750213 = -3117207.248985
  nChanged 31
		SP:Iteration 24Q (114857.900000 sec): 3 clusters
  Score: Raw -3122131.668273 + Penalty 4899.750213 = -3117231.918060
  nChanged 23
		SP:Iteration 25Q (114858.210000 sec): 3 clusters
  Score: Raw -3122148.627252 + Penalty 4899.750213 = -3117248.877039
  nChanged 14
		SP:Iteration 26Q (114858.520000 sec): 3 clusters
  Score: Raw -3122157.602603 + Penalty 4899.750213 = -3117257.852390
  nChanged 12
		SP:Iteration 27Q (114858.880000 sec): 3 clusters
  Score: Raw -3122165.589635 + Penalty 4899.750213 = -3117265.839422
  nChanged 12
		SP:Iteration 28Q (114859.230000 sec): 3 clusters
  Score: Raw -3122172.652595 + Penalty 4899.750213 = -3117272.902382
  nChanged 7
		SP:Iteration 29Q (114859.590000 sec): 3 clusters
  Score: Raw -3122176.083270 + Penalty 4899.750213 = -3117276.333057
  nChanged 4
		SP:Iteration 30Q (114859.940000 sec): 3 clusters
  Score: Raw -3122178.208129 + Penalty 4899.750213 = -3117278.457916
  nChanged 5
		SP:Iteration 31Q (114860.300000 sec): 3 clusters
  Score: Raw -3122181.837915 + Penalty 4899.750213 = -3117282.087702
  nChanged 1
		SP:Iteration 32Q (114860.650000 sec): 3 clusters
  Score: Raw -3122182.475740 + Penalty 4899.750213 = -3117282.725527
  nChanged 0
		SP:Iteration 33F (114860.960000 sec): 3 clusters
  Score: Raw -3122182.475740 + Penalty 4899.750213 = -3117282.725527
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (14599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114861.150000 sec): 2 clusters
  Score: Raw -2312124.276500 + Penalty 2377.999661 = -2309746.276838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114861.440000 sec): 3 clusters
  Score: Raw -2303816.135905 + Penalty 4755.999323 = -2299060.136582
  nChanged 6275
		SP:Iteration 1F (114861.720000 sec): 3 clusters
  Score: Raw -2307137.671714 + Penalty 4755.999323 = -2302381.672391
  nChanged 772
		SP:Iteration 2F (114862.000000 sec): 3 clusters
  Score: Raw -2307431.522768 + Penalty 4755.999323 = -2302675.523445
  nChanged 639
		SP:Iteration 3Q (114862.280000 sec): 3 clusters
  Score: Raw -2307676.974808 + Penalty 4755.999323 = -2302920.975485
  nChanged 602
		SP:Iteration 4Q (114862.550000 sec): 3 clusters
  Score: Raw -2307914.503820 + Penalty 4755.999323 = -2303158.504497
  nChanged 590
		SP:Iteration 5Q (114862.830000 sec): 3 clusters
  Score: Raw -2308168.471842 + Penalty 4755.999323 = -2303412.472519
  nChanged 637
		SP:Iteration 6Q (114863.110000 sec): 3 clusters
  Score: Raw -2308468.205567 + Penalty 4755.999323 = -2303712.206245
  nChanged 659
		SP:Iteration 7Q (114863.380000 sec): 3 clusters
  Score: Raw -2308814.332806 + Penalty 4755.999323 = -2304058.333483
  nChanged 704
		SP:Iteration 8Q (114863.660000 sec): 3 clusters
  Score: Raw -2309241.136753 + Penalty 4755.999323 = -2304485.137430
  nChanged 783
		SP:Iteration 9F (114863.940000 sec): 3 clusters
  Score: Raw -2309785.082346 + Penalty 4755.999323 = -2305029.083023
  nChanged 786
		SP:Iteration 10F (114864.220000 sec): 3 clusters
  Score: Raw -2310400.661354 + Penalty 4755.999323 = -2305644.662031
  nChanged 717
		SP:Iteration 11Q (114864.500000 sec): 3 clusters
  Score: Raw -2310990.501250 + Penalty 4755.999323 = -2306234.501927
  nChanged 550
		SP:Iteration 12Q (114864.780000 sec): 3 clusters
  Score: Raw -2311454.735799 + Penalty 4755.999323 = -2306698.736476
  nChanged 420
		SP:Iteration 13Q (114865.060000 sec): 3 clusters
  Score: Raw -2311835.047972 + Penalty 4755.999323 = -2307079.048649
  nChanged 239
		SP:Iteration 14Q (114865.340000 sec): 3 clusters
  Score: Raw -2312064.597861 + Penalty 4755.999323 = -2307308.598538
  nChanged 147
		SP:Iteration 15Q (114865.580000 sec): 3 clusters
  Score: Raw -2312198.426141 + Penalty 4755.999323 = -2307442.426818
  nChanged 85
		SP:Iteration 16Q (114865.820000 sec): 3 clusters
  Score: Raw -2312277.766927 + Penalty 4755.999323 = -2307521.767605
  nChanged 48
		SP:Iteration 17Q (114866.060000 sec): 3 clusters
  Score: Raw -2312326.087718 + Penalty 4755.999323 = -2307570.088395
  nChanged 31
		SP:Iteration 18Q (114866.330000 sec): 3 clusters
  Score: Raw -2312365.895844 + Penalty 4755.999323 = -2307609.896521
  nChanged 24
		SP:Iteration 19Q (114866.640000 sec): 3 clusters
  Score: Raw -2312388.905367 + Penalty 4755.999323 = -2307632.906044
  nChanged 11
		SP:Iteration 20F (114866.960000 sec): 3 clusters
  Score: Raw -2312396.951461 + Penalty 4755.999323 = -2307640.952138
  nChanged 7
		SP:Iteration 21Q (114867.170000 sec): 3 clusters
  Score: Raw -2312404.969243 + Penalty 4755.999323 = -2307648.969920
  nChanged 9
		SP:Iteration 22Q (114867.400000 sec): 3 clusters
  Score: Raw -2312414.117695 + Penalty 4755.999323 = -2307658.118373
  nChanged 6
		SP:Iteration 23Q (114867.660000 sec): 3 clusters
  Score: Raw -2312422.107079 + Penalty 4755.999323 = -2307666.107756
  nChanged 2
		SP:Iteration 24Q (114867.900000 sec): 3 clusters
  Score: Raw -2312424.142676 + Penalty 4755.999323 = -2307668.143353
  nChanged 0
		SP:Iteration 25F (114868.170000 sec): 3 clusters
  Score: Raw -2312424.142676 + Penalty 4755.999323 = -2307668.143353
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (19166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114868.400000 sec): 2 clusters
  Score: Raw -3043609.848489 + Penalty 2445.501502 = -3041164.346986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114868.740000 sec): 3 clusters
  Score: Raw -3032442.058628 + Penalty 4891.003005 = -3027551.055624
  nChanged 8434
		SP:Iteration 1F (114869.060000 sec): 3 clusters
  Score: Raw -3036954.627314 + Penalty 4891.003005 = -3032063.624309
  nChanged 1025
		SP:Iteration 2F (114869.410000 sec): 3 clusters
  Score: Raw -3037314.533676 + Penalty 4891.003005 = -3032423.530671
  nChanged 866
		SP:Iteration 3Q (114869.760000 sec): 3 clusters
  Score: Raw -3037597.354177 + Penalty 4891.003005 = -3032706.351172
  nChanged 709
		SP:Iteration 4Q (114870.110000 sec): 3 clusters
  Score: Raw -3037817.524478 + Penalty 4891.003005 = -3032926.521473
  nChanged 639
		SP:Iteration 5Q (114870.410000 sec): 3 clusters
  Score: Raw -3038051.823514 + Penalty 4891.003005 = -3033160.820509
  nChanged 662
		SP:Iteration 6Q (114870.760000 sec): 3 clusters
  Score: Raw -3038303.120084 + Penalty 4891.003005 = -3033412.117079
  nChanged 733
		SP:Iteration 7Q (114871.060000 sec): 3 clusters
  Score: Raw -3038624.197552 + Penalty 4891.003005 = -3033733.194547
  nChanged 859
		SP:Iteration 8Q (114871.360000 sec): 3 clusters
  Score: Raw -3039077.066150 + Penalty 4891.003005 = -3034186.063145
  nChanged 988
		SP:Iteration 9F (114871.720000 sec): 3 clusters
  Score: Raw -3039668.614256 + Penalty 4891.003005 = -3034777.611251
  nChanged 1080
		SP:Iteration 10F (114871.990000 sec): 3 clusters
  Score: Raw -3040433.375396 + Penalty 4891.003005 = -3035542.372391
  nChanged 1161
		SP:Iteration 11F (114872.300000 sec): 3 clusters
  Score: Raw -3041384.499042 + Penalty 4891.003005 = -3036493.496037
  nChanged 1041
		SP:Iteration 12F (114872.670000 sec): 3 clusters
  Score: Raw -3042319.066273 + Penalty 4891.003005 = -3037428.063268
  nChanged 774
		SP:Iteration 13Q (114872.970000 sec): 3 clusters
  Score: Raw -3043035.025864 + Penalty 4891.003005 = -3038144.022859
  nChanged 398
		SP:Iteration 14Q (114873.280000 sec): 3 clusters
  Score: Raw -3043413.888094 + Penalty 4891.003005 = -3038522.885089
  nChanged 198
		SP:Iteration 15Q (114873.620000 sec): 3 clusters
  Score: Raw -3043635.875258 + Penalty 4891.003005 = -3038744.872253
  nChanged 91
		SP:Iteration 16Q (114873.940000 sec): 3 clusters
  Score: Raw -3043748.610169 + Penalty 4891.003005 = -3038857.607164
  nChanged 51
		SP:Iteration 17Q (114874.270000 sec): 3 clusters
  Score: Raw -3043814.772300 + Penalty 4891.003005 = -3038923.769295
  nChanged 26
		SP:Iteration 18Q (114874.580000 sec): 3 clusters
  Score: Raw -3043844.913905 + Penalty 4891.003005 = -3038953.910900
  nChanged 14
		SP:Iteration 19Q (114874.820000 sec): 3 clusters
  Score: Raw -3043861.707627 + Penalty 4891.003005 = -3038970.704622
  nChanged 10
		SP:Iteration 20F (114875.150000 sec): 3 clusters
  Score: Raw -3043875.945481 + Penalty 4891.003005 = -3038984.942476
  nChanged 14
		SP:Iteration 21Q (114875.420000 sec): 3 clusters
  Score: Raw -3043896.188402 + Penalty 4891.003005 = -3039005.185397
  nChanged 6
		SP:Iteration 22Q (114875.690000 sec): 3 clusters
  Score: Raw -3043902.961417 + Penalty 4891.003005 = -3039011.958413
  nChanged 5
		SP:Iteration 23Q (114875.980000 sec): 3 clusters
  Score: Raw -3043908.507574 + Penalty 4891.003005 = -3039017.504569
  nChanged 2
		SP:Iteration 24Q (114876.300000 sec): 3 clusters
  Score: Raw -3043911.678903 + Penalty 4891.003005 = -3039020.675898
  nChanged 3
		SP:Iteration 25Q (114876.600000 sec): 3 clusters
  Score: Raw -3043914.598285 + Penalty 4891.003005 = -3039023.595280
  nChanged 1
		SP:Iteration 26Q (114876.970000 sec): 3 clusters
  Score: Raw -3043915.582465 + Penalty 4891.003005 = -3039024.579460
  nChanged 0
		SP:Iteration 27F (114877.330000 sec): 3 clusters
  Score: Raw -3043915.582465 + Penalty 4891.003005 = -3039024.579460
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (12439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114877.440000 sec): 2 clusters
  Score: Raw -1913796.636281 + Penalty 2338.290810 = -1911458.345470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114877.770000 sec): 3 clusters
  Score: Raw -1906987.175505 + Penalty 4676.581621 = -1902310.593884
  nChanged 5317
		SP:Iteration 1F (114877.980000 sec): 3 clusters
  Score: Raw -1910464.681192 + Penalty 4676.581621 = -1905788.099571
  nChanged 1204
		SP:Iteration 2F (114878.260000 sec): 3 clusters
  Score: Raw -1911715.523989 + Penalty 4676.581621 = -1907038.942368
  nChanged 1235
		SP:Iteration 3F (114878.500000 sec): 3 clusters
  Score: Raw -1913244.449266 + Penalty 4676.581621 = -1908567.867645
  nChanged 1166
		SP:Iteration 4F (114878.790000 sec): 3 clusters
  Score: Raw -1914501.907276 + Penalty 4676.581621 = -1909825.325655
  nChanged 918
		SP:Iteration 5F (114879.000000 sec): 3 clusters
  Score: Raw -1915234.490167 + Penalty 4676.581621 = -1910557.908546
  nChanged 566
		SP:Iteration 6Q (114879.270000 sec): 3 clusters
  Score: Raw -1915528.766882 + Penalty 4676.581621 = -1910852.185262
  nChanged 318
		SP:Iteration 7Q (114879.570000 sec): 3 clusters
  Score: Raw -1915647.231687 + Penalty 4676.581621 = -1910970.650066
  nChanged 204
		SP:Iteration 8Q (114879.900000 sec): 3 clusters
  Score: Raw -1915701.763334 + Penalty 4676.581621 = -1911025.181714
  nChanged 124
		SP:Iteration 9Q (114880.120000 sec): 3 clusters
  Score: Raw -1915731.429310 + Penalty 4676.581621 = -1911054.847690
  nChanged 87
		SP:Iteration 10Q (114880.380000 sec): 3 clusters
  Score: Raw -1915756.436084 + Penalty 4676.581621 = -1911079.854463
  nChanged 87
		SP:Iteration 11Q (114880.620000 sec): 3 clusters
  Score: Raw -1915782.611580 + Penalty 4676.581621 = -1911106.029959
  nChanged 84
		SP:Iteration 12Q (114880.900000 sec): 3 clusters
  Score: Raw -1915804.775772 + Penalty 4676.581621 = -1911128.194151
  nChanged 92
		SP:Iteration 13Q (114881.140000 sec): 3 clusters
  Score: Raw -1915831.689162 + Penalty 4676.581621 = -1911155.107541
  nChanged 106
		SP:Iteration 14Q (114881.420000 sec): 3 clusters
  Score: Raw -1915863.988406 + Penalty 4676.581621 = -1911187.406785
  nChanged 107
		SP:Iteration 15Q (114881.650000 sec): 3 clusters
  Score: Raw -1915899.348513 + Penalty 4676.581621 = -1911222.766892
  nChanged 112
		SP:Iteration 16Q (114881.880000 sec): 3 clusters
  Score: Raw -1915940.823124 + Penalty 4676.581621 = -1911264.241503
  nChanged 119
		SP:Iteration 17Q (114882.130000 sec): 3 clusters
  Score: Raw -1915986.688893 + Penalty 4676.581621 = -1911310.107272
  nChanged 141
		SP:Iteration 18Q (114882.420000 sec): 3 clusters
  Score: Raw -1916043.525057 + Penalty 4676.581621 = -1911366.943437
  nChanged 147
		SP:Iteration 19Q (114882.670000 sec): 3 clusters
  Score: Raw -1916109.808103 + Penalty 4676.581621 = -1911433.226482
  nChanged 172
		SP:Iteration 20F (114882.940000 sec): 3 clusters
  Score: Raw -1916198.916411 + Penalty 4676.581621 = -1911522.334791
  nChanged 183
		SP:Iteration 21Q (114883.200000 sec): 3 clusters
  Score: Raw -1916308.046062 + Penalty 4676.581621 = -1911631.464441
  nChanged 211
		SP:Iteration 22Q (114883.420000 sec): 3 clusters
  Score: Raw -1916460.557129 + Penalty 4676.581621 = -1911783.975509
  nChanged 228
		SP:Iteration 23Q (114883.660000 sec): 3 clusters
  Score: Raw -1916664.872642 + Penalty 4676.581621 = -1911988.291022
  nChanged 230
		SP:Iteration 24Q (114883.900000 sec): 3 clusters
  Score: Raw -1916918.056513 + Penalty 4676.581621 = -1912241.474892
  nChanged 230
		SP:Iteration 25Q (114884.190000 sec): 3 clusters
  Score: Raw -1917192.498464 + Penalty 4676.581621 = -1912515.916843
  nChanged 254
		SP:Iteration 26Q (114884.440000 sec): 3 clusters
  Score: Raw -1917405.301643 + Penalty 4676.581621 = -1912728.720022
  nChanged 226
		SP:Iteration 27Q (114884.750000 sec): 3 clusters
  Score: Raw -1917662.473312 + Penalty 4676.581621 = -1912985.891691
  nChanged 296
		SP:Iteration 28Q (114885.080000 sec): 3 clusters
  Score: Raw -1918104.476273 + Penalty 4676.581621 = -1913427.894653
  nChanged 299
		SP:Iteration 29Q (114885.300000 sec): 3 clusters
  Score: Raw -1918497.367509 + Penalty 4676.581621 = -1913820.785888
  nChanged 283
		SP:Iteration 30Q (114885.560000 sec): 3 clusters
  Score: Raw -1918809.511789 + Penalty 4676.581621 = -1914132.930168
  nChanged 242
		SP:Iteration 31Q (114885.820000 sec): 3 clusters
  Score: Raw -1919094.115386 + Penalty 4676.581621 = -1914417.533765
  nChanged 196
		SP:Iteration 32Q (114886.090000 sec): 3 clusters
  Score: Raw -1919356.247464 + Penalty 4676.581621 = -1914679.665844
  nChanged 159
		SP:Iteration 33Q (114886.330000 sec): 3 clusters
  Score: Raw -1919570.962030 + Penalty 4676.581621 = -1914894.380409
  nChanged 144
		SP:Iteration 34Q (114886.540000 sec): 3 clusters
  Score: Raw -1919802.253078 + Penalty 4676.581621 = -1915125.671457
  nChanged 152
		SP:Iteration 35Q (114886.810000 sec): 3 clusters
  Score: Raw -1920007.672011 + Penalty 4676.581621 = -1915331.090391
  nChanged 143
		SP:Iteration 36Q (114887.060000 sec): 3 clusters
  Score: Raw -1920215.448807 + Penalty 4676.581621 = -1915538.867186
  nChanged 160
		SP:Iteration 37Q (114887.320000 sec): 3 clusters
  Score: Raw -1920448.079038 + Penalty 4676.581621 = -1915771.497417
  nChanged 165
		SP:Iteration 38Q (114887.490000 sec): 3 clusters
  Score: Raw -1920725.394739 + Penalty 4676.581621 = -1916048.813118
  nChanged 175
		SP:Iteration 39Q (114887.680000 sec): 3 clusters
  Score: Raw -1921054.826125 + Penalty 4676.581621 = -1916378.244505
  nChanged 140
		SP:Iteration 40F (114887.840000 sec): 3 clusters
  Score: Raw -1921281.227921 + Penalty 4676.581621 = -1916604.646301
  nChanged 94
		SP:Iteration 41Q (114888.000000 sec): 3 clusters
  Score: Raw -1921390.272716 + Penalty 4676.581621 = -1916713.691095
  nChanged 73
		SP:Iteration 42Q (114888.220000 sec): 3 clusters
  Score: Raw -1921448.570016 + Penalty 4676.581621 = -1916771.988395
  nChanged 36
		SP:Iteration 43Q (114888.470000 sec): 3 clusters
  Score: Raw -1921465.379593 + Penalty 4676.581621 = -1916788.797972
  nChanged 23
		SP:Iteration 44Q (114888.620000 sec): 3 clusters
  Score: Raw -1921472.843029 + Penalty 4676.581621 = -1916796.261408
  nChanged 10
		SP:Iteration 45Q (114888.780000 sec): 3 clusters
  Score: Raw -1921475.490096 + Penalty 4676.581621 = -1916798.908475
  nChanged 4
		SP:Iteration 46Q (114888.940000 sec): 3 clusters
  Score: Raw -1921476.273897 + Penalty 4676.581621 = -1916799.692276
  nChanged 2
		SP:Iteration 47Q (114889.100000 sec): 3 clusters
  Score: Raw -1921476.590185 + Penalty 4676.581621 = -1916800.008564
  nChanged 0
		SP:Iteration 48F (114889.290000 sec): 3 clusters
  Score: Raw -1921476.590185 + Penalty 4676.581621 = -1916800.008564
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (9672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114889.410000 sec): 2 clusters
  Score: Raw -1421139.724993 + Penalty 2275.893617 = -1418863.831376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114889.550000 sec): 3 clusters
  Score: Raw -1415974.497985 + Penalty 4551.787235 = -1411422.710750
  nChanged 3995
		SP:Iteration 1F (114889.690000 sec): 3 clusters
  Score: Raw -1418296.586861 + Penalty 4551.787235 = -1413744.799627
  nChanged 783
		SP:Iteration 2F (114889.850000 sec): 3 clusters
  Score: Raw -1418789.009765 + Penalty 4551.787235 = -1414237.222531
  nChanged 676
		SP:Iteration 3F (114890.020000 sec): 3 clusters
  Score: Raw -1419196.032298 + Penalty 4551.787235 = -1414644.245064
  nChanged 554
		SP:Iteration 4F (114890.260000 sec): 3 clusters
  Score: Raw -1419554.523444 + Penalty 4551.787235 = -1415002.736209
  nChanged 480
		SP:Iteration 5Q (114890.500000 sec): 3 clusters
  Score: Raw -1419856.349893 + Penalty 4551.787235 = -1415304.562658
  nChanged 457
		SP:Iteration 6Q (114890.710000 sec): 3 clusters
  Score: Raw -1420127.409729 + Penalty 4551.787235 = -1415575.622494
  nChanged 430
		SP:Iteration 7Q (114890.880000 sec): 3 clusters
  Score: Raw -1420378.149161 + Penalty 4551.787235 = -1415826.361926
  nChanged 399
		SP:Iteration 8Q (114891.080000 sec): 3 clusters
  Score: Raw -1420588.295078 + Penalty 4551.787235 = -1416036.507844
  nChanged 333
		SP:Iteration 9Q (114891.240000 sec): 3 clusters
  Score: Raw -1420754.667252 + Penalty 4551.787235 = -1416202.880018
  nChanged 293
		SP:Iteration 10Q (114891.450000 sec): 3 clusters
  Score: Raw -1420896.667136 + Penalty 4551.787235 = -1416344.879901
  nChanged 248
		SP:Iteration 11Q (114891.650000 sec): 3 clusters
  Score: Raw -1421036.156803 + Penalty 4551.787235 = -1416484.369569
  nChanged 273
		SP:Iteration 12Q (114891.880000 sec): 3 clusters
  Score: Raw -1421188.297840 + Penalty 4551.787235 = -1416636.510606
  nChanged 238
		SP:Iteration 13Q (114892.010000 sec): 3 clusters
  Score: Raw -1421306.614121 + Penalty 4551.787235 = -1416754.826886
  nChanged 201
		SP:Iteration 14Q (114892.190000 sec): 3 clusters
  Score: Raw -1421410.325936 + Penalty 4551.787235 = -1416858.538702
  nChanged 178
		SP:Iteration 15Q (114892.360000 sec): 3 clusters
  Score: Raw -1421503.479539 + Penalty 4551.787235 = -1416951.692305
  nChanged 173
		SP:Iteration 16Q (114892.580000 sec): 3 clusters
  Score: Raw -1421589.537809 + Penalty 4551.787235 = -1417037.750574
  nChanged 146
		SP:Iteration 17Q (114892.810000 sec): 3 clusters
  Score: Raw -1421673.704753 + Penalty 4551.787235 = -1417121.917518
  nChanged 137
		SP:Iteration 18Q (114893.000000 sec): 3 clusters
  Score: Raw -1421760.580495 + Penalty 4551.787235 = -1417208.793260
  nChanged 128
		SP:Iteration 19Q (114893.160000 sec): 3 clusters
  Score: Raw -1421861.441399 + Penalty 4551.787235 = -1417309.654165
  nChanged 113
		SP:Iteration 20F (114893.320000 sec): 3 clusters
  Score: Raw -1421944.219187 + Penalty 4551.787235 = -1417392.431952
  nChanged 110
		SP:Iteration 21Q (114893.480000 sec): 3 clusters
  Score: Raw -1422041.654398 + Penalty 4551.787235 = -1417489.867163
  nChanged 110
		SP:Iteration 22Q (114893.630000 sec): 3 clusters
  Score: Raw -1422126.355358 + Penalty 4551.787235 = -1417574.568123
  nChanged 95
		SP:Iteration 23Q (114893.760000 sec): 3 clusters
  Score: Raw -1422214.728967 + Penalty 4551.787235 = -1417662.941732
  nChanged 94
		SP:Iteration 24Q (114893.900000 sec): 3 clusters
  Score: Raw -1422317.678377 + Penalty 4551.787235 = -1417765.891142
  nChanged 107
		SP:Iteration 25Q (114894.040000 sec): 3 clusters
  Score: Raw -1422427.168803 + Penalty 4551.787235 = -1417875.381569
  nChanged 101
		SP:Iteration 26Q (114894.190000 sec): 3 clusters
  Score: Raw -1422502.671189 + Penalty 4551.787235 = -1417950.883954
  nChanged 70
		SP:Iteration 27Q (114894.440000 sec): 3 clusters
  Score: Raw -1422548.999565 + Penalty 4551.787235 = -1417997.212331
  nChanged 55
		SP:Iteration 28Q (114894.590000 sec): 3 clusters
  Score: Raw -1422579.407806 + Penalty 4551.787235 = -1418027.620572
  nChanged 41
		SP:Iteration 29Q (114894.830000 sec): 3 clusters
  Score: Raw -1422594.677245 + Penalty 4551.787235 = -1418042.890011
  nChanged 30
		SP:Iteration 30Q (114894.990000 sec): 3 clusters
  Score: Raw -1422607.591594 + Penalty 4551.787235 = -1418055.804360
  nChanged 16
		SP:Iteration 31Q (114895.190000 sec): 3 clusters
  Score: Raw -1422613.552078 + Penalty 4551.787235 = -1418061.764843
  nChanged 13
		SP:Iteration 32Q (114895.490000 sec): 3 clusters
  Score: Raw -1422617.116642 + Penalty 4551.787235 = -1418065.329408
  nChanged 9
		SP:Iteration 33Q (114895.670000 sec): 3 clusters
  Score: Raw -1422619.778670 + Penalty 4551.787235 = -1418067.991435
  nChanged 7
		SP:Iteration 34Q (114895.870000 sec): 3 clusters
  Score: Raw -1422621.926388 + Penalty 4551.787235 = -1418070.139153
  nChanged 5
		SP:Iteration 35Q (114896.040000 sec): 3 clusters
  Score: Raw -1422623.094635 + Penalty 4551.787235 = -1418071.307400
  nChanged 5
		SP:Iteration 36Q (114896.290000 sec): 3 clusters
  Score: Raw -1422624.196369 + Penalty 4551.787235 = -1418072.409134
  nChanged 4
		SP:Iteration 37Q (114896.550000 sec): 3 clusters
  Score: Raw -1422624.947505 + Penalty 4551.787235 = -1418073.160270
  nChanged 5
		SP:Iteration 38Q (114896.710000 sec): 3 clusters
  Score: Raw -1422626.946013 + Penalty 4551.787235 = -1418075.158779
  nChanged 4
		SP:Iteration 39Q (114896.930000 sec): 3 clusters
  Score: Raw -1422627.965180 + Penalty 4551.787235 = -1418076.177945
  nChanged 4
		SP:Iteration 40F (114897.140000 sec): 3 clusters
  Score: Raw -1422628.922132 + Penalty 4551.787235 = -1418077.134897
  nChanged 4
		SP:Iteration 41Q (114897.330000 sec): 3 clusters
  Score: Raw -1422629.349471 + Penalty 4551.787235 = -1418077.562236
  nChanged 0
		SP:Iteration 42F (114897.530000 sec): 3 clusters
  Score: Raw -1422629.349471 + Penalty 4551.787235 = -1418077.562236
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (26800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114897.800000 sec): 2 clusters
  Score: Raw -4308594.328590 + Penalty 2528.646977 = -4306065.681613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114898.160000 sec): 3 clusters
  Score: Raw -4292652.190132 + Penalty 5057.293955 = -4287594.896177
  nChanged 11988
		SP:Iteration 1F (114898.500000 sec): 3 clusters
  Score: Raw -4299099.391702 + Penalty 5057.293955 = -4294042.097748
  nChanged 1389
		SP:Iteration 2F (114898.800000 sec): 3 clusters
  Score: Raw -4299625.621856 + Penalty 5057.293955 = -4294568.327901
  nChanged 1250
		SP:Iteration 3Q (114899.140000 sec): 3 clusters
  Score: Raw -4300123.391907 + Penalty 5057.293955 = -4295066.097952
  nChanged 1236
		SP:Iteration 4Q (114899.500000 sec): 3 clusters
  Score: Raw -4300678.291084 + Penalty 5057.293955 = -4295620.997129
  nChanged 1243
		SP:Iteration 5Q (114899.910000 sec): 3 clusters
  Score: Raw -4301334.478215 + Penalty 5057.293955 = -4296277.184261
  nChanged 1333
		SP:Iteration 6Q (114900.280000 sec): 3 clusters
  Score: Raw -4302159.991512 + Penalty 5057.293955 = -4297102.697557
  nChanged 1349
		SP:Iteration 7F (114900.610000 sec): 3 clusters
  Score: Raw -4303143.132070 + Penalty 5057.293955 = -4298085.838116
  nChanged 1400
		SP:Iteration 8F (114900.960000 sec): 3 clusters
  Score: Raw -4304187.554550 + Penalty 5057.293955 = -4299130.260596
  nChanged 1361
		SP:Iteration 9F (114901.340000 sec): 3 clusters
  Score: Raw -4305240.945601 + Penalty 5057.293955 = -4300183.651646
  nChanged 1280
		SP:Iteration 10Q (114901.710000 sec): 3 clusters
  Score: Raw -4306182.049578 + Penalty 5057.293955 = -4301124.755623
  nChanged 1133
		SP:Iteration 11Q (114902.060000 sec): 3 clusters
  Score: Raw -4307017.090587 + Penalty 5057.293955 = -4301959.796632
  nChanged 950
		SP:Iteration 12Q (114902.420000 sec): 3 clusters
  Score: Raw -4307688.077267 + Penalty 5057.293955 = -4302630.783313
  nChanged 779
		SP:Iteration 13Q (114902.820000 sec): 3 clusters
  Score: Raw -4308159.179311 + Penalty 5057.293955 = -4303101.885356
  nChanged 607
		SP:Iteration 14Q (114903.250000 sec): 3 clusters
  Score: Raw -4308500.631426 + Penalty 5057.293955 = -4303443.337472
  nChanged 503
		SP:Iteration 15Q (114903.590000 sec): 3 clusters
  Score: Raw -4308745.491053 + Penalty 5057.293955 = -4303688.197098
  nChanged 388
		SP:Iteration 16Q (114903.900000 sec): 3 clusters
  Score: Raw -4308912.330434 + Penalty 5057.293955 = -4303855.036480
  nChanged 292
		SP:Iteration 17Q (114904.310000 sec): 3 clusters
  Score: Raw -4309028.414635 + Penalty 5057.293955 = -4303971.120680
  nChanged 238
		SP:Iteration 18Q (114904.680000 sec): 3 clusters
  Score: Raw -4309106.794930 + Penalty 5057.293955 = -4304049.500975
  nChanged 175
		SP:Iteration 19Q (114905.000000 sec): 3 clusters
  Score: Raw -4309159.141678 + Penalty 5057.293955 = -4304101.847723
  nChanged 137
		SP:Iteration 20F (114905.360000 sec): 3 clusters
  Score: Raw -4309201.381583 + Penalty 5057.293955 = -4304144.087629
  nChanged 122
		SP:Iteration 21Q (114905.700000 sec): 3 clusters
  Score: Raw -4309237.946063 + Penalty 5057.293955 = -4304180.652108
  nChanged 99
		SP:Iteration 22Q (114906.080000 sec): 3 clusters
  Score: Raw -4309264.686111 + Penalty 5057.293955 = -4304207.392156
  nChanged 79
		SP:Iteration 23Q (114906.420000 sec): 3 clusters
  Score: Raw -4309286.780245 + Penalty 5057.293955 = -4304229.486290
  nChanged 72
		SP:Iteration 24Q (114906.780000 sec): 3 clusters
  Score: Raw -4309304.434943 + Penalty 5057.293955 = -4304247.140988
  nChanged 49
		SP:Iteration 25Q (114907.200000 sec): 3 clusters
  Score: Raw -4309316.552793 + Penalty 5057.293955 = -4304259.258838
  nChanged 48
		SP:Iteration 26Q (114907.610000 sec): 3 clusters
  Score: Raw -4309328.091211 + Penalty 5057.293955 = -4304270.797257
  nChanged 37
		SP:Iteration 27Q (114907.970000 sec): 3 clusters
  Score: Raw -4309336.228093 + Penalty 5057.293955 = -4304278.934138
  nChanged 34
		SP:Iteration 28Q (114908.300000 sec): 3 clusters
  Score: Raw -4309343.519870 + Penalty 5057.293955 = -4304286.225916
  nChanged 31
		SP:Iteration 29Q (114908.640000 sec): 3 clusters
  Score: Raw -4309349.781000 + Penalty 5057.293955 = -4304292.487045
  nChanged 18
		SP:Iteration 30Q (114909.050000 sec): 3 clusters
  Score: Raw -4309353.083437 + Penalty 5057.293955 = -4304295.789482
  nChanged 13
		SP:Iteration 31Q (114909.430000 sec): 3 clusters
  Score: Raw -4309355.579404 + Penalty 5057.293955 = -4304298.285449
  nChanged 9
		SP:Iteration 32Q (114909.770000 sec): 3 clusters
  Score: Raw -4309357.527295 + Penalty 5057.293955 = -4304300.233341
  nChanged 8
		SP:Iteration 33Q (114910.110000 sec): 3 clusters
  Score: Raw -4309358.985324 + Penalty 5057.293955 = -4304301.691370
  nChanged 8
		SP:Iteration 34Q (114910.410000 sec): 3 clusters
  Score: Raw -4309360.360042 + Penalty 5057.293955 = -4304303.066087
  nChanged 10
		SP:Iteration 35Q (114910.780000 sec): 3 clusters
  Score: Raw -4309361.859873 + Penalty 5057.293955 = -4304304.565918
  nChanged 12
		SP:Iteration 36Q (114911.080000 sec): 3 clusters
  Score: Raw -4309364.374650 + Penalty 5057.293955 = -4304307.080695
  nChanged 13
		SP:Iteration 37Q (114911.420000 sec): 3 clusters
  Score: Raw -4309368.167563 + Penalty 5057.293955 = -4304310.873609
  nChanged 11
		SP:Iteration 38Q (114911.780000 sec): 3 clusters
  Score: Raw -4309370.866161 + Penalty 5057.293955 = -4304313.572207
  nChanged 15
		SP:Iteration 39Q (114912.120000 sec): 3 clusters
  Score: Raw -4309375.284879 + Penalty 5057.293955 = -4304317.990924
  nChanged 17
		SP:Iteration 40F (114912.440000 sec): 3 clusters
  Score: Raw -4309378.518061 + Penalty 5057.293955 = -4304321.224107
  nChanged 11
		SP:Iteration 41Q (114912.740000 sec): 3 clusters
  Score: Raw -4309381.014087 + Penalty 5057.293955 = -4304323.720132
  nChanged 13
		SP:Iteration 42Q (114913.090000 sec): 3 clusters
  Score: Raw -4309384.544318 + Penalty 5057.293955 = -4304327.250364
  nChanged 17
		SP:Iteration 43Q (114913.450000 sec): 3 clusters
  Score: Raw -4309387.497144 + Penalty 5057.293955 = -4304330.203189
  nChanged 9
		SP:Iteration 44Q (114913.780000 sec): 3 clusters
  Score: Raw -4309389.048006 + Penalty 5057.293955 = -4304331.754052
  nChanged 4
		SP:Iteration 45Q (114914.150000 sec): 3 clusters
  Score: Raw -4309389.888322 + Penalty 5057.293955 = -4304332.594367
  nChanged 4
		SP:Iteration 46Q (114914.460000 sec): 3 clusters
  Score: Raw -4309391.202316 + Penalty 5057.293955 = -4304333.908362
  nChanged 4
		SP:Iteration 47Q (114914.790000 sec): 3 clusters
  Score: Raw -4309391.826361 + Penalty 5057.293955 = -4304334.532406
  nChanged 2
		SP:Iteration 48Q (114915.090000 sec): 3 clusters
  Score: Raw -4309392.222731 + Penalty 5057.293955 = -4304334.928776
  nChanged 1
		SP:Iteration 49Q (114915.450000 sec): 3 clusters
  Score: Raw -4309392.377915 + Penalty 5057.293955 = -4304335.083960
  nChanged 1
		SP:Iteration 50Q (114915.760000 sec): 3 clusters
  Score: Raw -4309392.767892 + Penalty 5057.293955 = -4304335.473937
  nChanged 3
		SP:Iteration 51Q (114916.140000 sec): 3 clusters
  Score: Raw -4309393.560676 + Penalty 5057.293955 = -4304336.266721
  nChanged 7
		SP:Iteration 52Q (114916.520000 sec): 3 clusters
  Score: Raw -4309395.479373 + Penalty 5057.293955 = -4304338.185418
  nChanged 7
		SP:Iteration 53Q (114916.860000 sec): 3 clusters
  Score: Raw -4309396.937438 + Penalty 5057.293955 = -4304339.643483
  nChanged 5
		SP:Iteration 54Q (114917.190000 sec): 3 clusters
  Score: Raw -4309398.315549 + Penalty 5057.293955 = -4304341.021594
  nChanged 5
		SP:Iteration 55Q (114917.500000 sec): 3 clusters
  Score: Raw -4309399.336643 + Penalty 5057.293955 = -4304342.042689
  nChanged 5
		SP:Iteration 56Q (114917.840000 sec): 3 clusters
  Score: Raw -4309400.180726 + Penalty 5057.293955 = -4304342.886771
  nChanged 2
		SP:Iteration 57Q (114918.180000 sec): 3 clusters
  Score: Raw -4309400.843494 + Penalty 5057.293955 = -4304343.549540
  nChanged 5
		SP:Iteration 58Q (114918.510000 sec): 3 clusters
  Score: Raw -4309401.861266 + Penalty 5057.293955 = -4304344.567312
  nChanged 1
		SP:Iteration 59Q (114918.870000 sec): 3 clusters
  Score: Raw -4309402.150059 + Penalty 5057.293955 = -4304344.856104
  nChanged 3
		SP:Iteration 60F (114919.280000 sec): 3 clusters
  Score: Raw -4309402.763007 + Penalty 5057.293955 = -4304345.469052
  nChanged 3
		SP:Iteration 61Q (114919.630000 sec): 3 clusters
  Score: Raw -4309403.470780 + Penalty 5057.293955 = -4304346.176825
  nChanged 3
		SP:Iteration 62Q (114920.010000 sec): 3 clusters
  Score: Raw -4309404.405374 + Penalty 5057.293955 = -4304347.111419
  nChanged 3
		SP:Iteration 63Q (114920.320000 sec): 3 clusters
  Score: Raw -4309405.035588 + Penalty 5057.293955 = -4304347.741633
  nChanged 1
		SP:Iteration 64Q (114920.680000 sec): 3 clusters
  Score: Raw -4309405.482962 + Penalty 5057.293955 = -4304348.189007
  nChanged 1
		SP:Iteration 65Q (114921.060000 sec): 3 clusters
  Score: Raw -4309405.833127 + Penalty 5057.293955 = -4304348.539173
  nChanged 1
		SP:Iteration 66Q (114921.380000 sec): 3 clusters
  Score: Raw -4309406.028147 + Penalty 5057.293955 = -4304348.734193
  nChanged 1
		SP:Iteration 67Q (114921.720000 sec): 3 clusters
  Score: Raw -4309406.188599 + Penalty 5057.293955 = -4304348.894644
  nChanged 1
		SP:Iteration 68Q (114922.030000 sec): 3 clusters
  Score: Raw -4309406.373910 + Penalty 5057.293955 = -4304349.079956
  nChanged 1
		SP:Iteration 69Q (114922.330000 sec): 3 clusters
  Score: Raw -4309406.489192 + Penalty 5057.293955 = -4304349.195237
  nChanged 0
		SP:Iteration 70F (114922.720000 sec): 3 clusters
  Score: Raw -4309406.489192 + Penalty 5057.293955 = -4304349.195237
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (87270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114923.360000 sec): 2 clusters
  Score: Raw -14345368.170184 + Penalty 2821.436986 = -14342546.733198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114924.140000 sec): 3 clusters
  Score: Raw -14289754.473843 + Penalty 5642.873972 = -14284111.599871
  nChanged 41074
		SP:Iteration 1F (114924.840000 sec): 3 clusters
  Score: Raw -14313472.089393 + Penalty 5642.873972 = -14307829.215421
  nChanged 3039
		SP:Iteration 2Q (114925.640000 sec): 3 clusters
  Score: Raw -14314207.922142 + Penalty 5642.873972 = -14308565.048170
  nChanged 2902
		SP:Iteration 3Q (114926.420000 sec): 3 clusters
  Score: Raw -14314876.230406 + Penalty 5642.873972 = -14309233.356434
  nChanged 2798
		SP:Iteration 4Q (114927.210000 sec): 3 clusters
  Score: Raw -14315594.252968 + Penalty 5642.873972 = -14309951.378996
  nChanged 2899
		SP:Iteration 5Q (114927.960000 sec): 3 clusters
  Score: Raw -14316420.421021 + Penalty 5642.873972 = -14310777.547049
  nChanged 3104
		SP:Iteration 6Q (114928.760000 sec): 3 clusters
  Score: Raw -14317394.291254 + Penalty 5642.873972 = -14311751.417282
  nChanged 3311
		SP:Iteration 7Q (114929.600000 sec): 3 clusters
  Score: Raw -14318625.202192 + Penalty 5642.873972 = -14312982.328220
  nChanged 3706
		SP:Iteration 8Q (114930.410000 sec): 3 clusters
  Score: Raw -14320293.405366 + Penalty 5642.873972 = -14314650.531394
  nChanged 4187
		SP:Iteration 9Q (114931.180000 sec): 3 clusters
  Score: Raw -14322574.697434 + Penalty 5642.873972 = -14316931.823462
  nChanged 4687
		SP:Iteration 10F (114931.930000 sec): 3 clusters
  Score: Raw -14325650.854494 + Penalty 5642.873972 = -14320007.980523
  nChanged 5023
		SP:Iteration 11F (114932.620000 sec): 3 clusters
  Score: Raw -14329441.317548 + Penalty 5642.873972 = -14323798.443576
  nChanged 4909
		SP:Iteration 12F (114933.390000 sec): 3 clusters
  Score: Raw -14333524.777043 + Penalty 5642.873972 = -14327881.903071
  nChanged 4112
		SP:Iteration 13Q (114934.140000 sec): 3 clusters
  Score: Raw -14337111.204341 + Penalty 5642.873972 = -14331468.330369
  nChanged 3178
		SP:Iteration 14Q (114934.940000 sec): 3 clusters
  Score: Raw -14339808.558697 + Penalty 5642.873972 = -14334165.684725
  nChanged 2319
		SP:Iteration 15Q (114935.760000 sec): 3 clusters
  Score: Raw -14341772.380974 + Penalty 5642.873972 = -14336129.507002
  nChanged 1708
		SP:Iteration 16Q (114936.500000 sec): 3 clusters
  Score: Raw -14343216.411204 + Penalty 5642.873972 = -14337573.537232
  nChanged 1217
		SP:Iteration 17Q (114937.200000 sec): 3 clusters
  Score: Raw -14344266.218301 + Penalty 5642.873972 = -14338623.344329
  nChanged 718
		SP:Iteration 18Q (114937.920000 sec): 3 clusters
  Score: Raw -14344883.365579 + Penalty 5642.873972 = -14339240.491607
  nChanged 391
		SP:Iteration 19Q (114938.550000 sec): 3 clusters
  Score: Raw -14345226.133734 + Penalty 5642.873972 = -14339583.259762
  nChanged 200
		SP:Iteration 20F (114939.300000 sec): 3 clusters
  Score: Raw -14345392.892300 + Penalty 5642.873972 = -14339750.018328
  nChanged 106
		SP:Iteration 21Q (114940.040000 sec): 3 clusters
  Score: Raw -14345492.921386 + Penalty 5642.873972 = -14339850.047414
  nChanged 63
		SP:Iteration 22Q (114940.840000 sec): 3 clusters
  Score: Raw -14345551.649547 + Penalty 5642.873972 = -14339908.775576
  nChanged 38
		SP:Iteration 23Q (114941.620000 sec): 3 clusters
  Score: Raw -14345589.589937 + Penalty 5642.873972 = -14339946.715965
  nChanged 29
		SP:Iteration 24Q (114942.280000 sec): 3 clusters
  Score: Raw -14345617.786430 + Penalty 5642.873972 = -14339974.912458
  nChanged 22
		SP:Iteration 25Q (114943.060000 sec): 3 clusters
  Score: Raw -14345640.987503 + Penalty 5642.873972 = -14339998.113531
  nChanged 17
		SP:Iteration 26Q (114943.750000 sec): 3 clusters
  Score: Raw -14345653.339008 + Penalty 5642.873972 = -14340010.465037
  nChanged 12
		SP:Iteration 27Q (114944.440000 sec): 3 clusters
  Score: Raw -14345664.332931 + Penalty 5642.873972 = -14340021.458959
  nChanged 4
		SP:Iteration 28Q (114945.220000 sec): 3 clusters
  Score: Raw -14345666.802081 + Penalty 5642.873972 = -14340023.928109
  nChanged 3
		SP:Iteration 29Q (114945.920000 sec): 3 clusters
  Score: Raw -14345669.002864 + Penalty 5642.873972 = -14340026.128892
  nChanged 1
		SP:Iteration 30Q (114946.660000 sec): 3 clusters
  Score: Raw -14345670.088892 + Penalty 5642.873972 = -14340027.214920
  nChanged 2
		SP:Iteration 31Q (114947.360000 sec): 3 clusters
  Score: Raw -14345672.112698 + Penalty 5642.873972 = -14340029.238726
  nChanged 1
		SP:Iteration 32Q (114948.060000 sec): 3 clusters
  Score: Raw -14345672.660325 + Penalty 5642.873972 = -14340029.786353
  nChanged 1
		SP:Iteration 33Q (114948.850000 sec): 3 clusters
  Score: Raw -14345673.861323 + Penalty 5642.873972 = -14340030.987351
  nChanged 1
		SP:Iteration 34Q (114949.510000 sec): 3 clusters
  Score: Raw -14345674.772745 + Penalty 5642.873972 = -14340031.898773
  nChanged 0
		SP:Iteration 35F (114950.270000 sec): 3 clusters
  Score: Raw -14345674.772745 + Penalty 5642.873972 = -14340031.898773
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (8092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114950.410000 sec): 2 clusters
  Score: Raw -1141005.130030 + Penalty 2231.660537 = -1138773.469493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114950.600000 sec): 3 clusters
  Score: Raw -1136786.525295 + Penalty 4463.321074 = -1132323.204221
  nChanged 3325
		SP:Iteration 1F (114950.790000 sec): 3 clusters
  Score: Raw -1138792.873050 + Penalty 4463.321074 = -1134329.551975
  nChanged 699
		SP:Iteration 2F (114951.000000 sec): 3 clusters
  Score: Raw -1139394.022104 + Penalty 4463.321074 = -1134930.701030
  nChanged 629
		SP:Iteration 3F (114951.200000 sec): 3 clusters
  Score: Raw -1139920.551830 + Penalty 4463.321074 = -1135457.230755
  nChanged 563
		SP:Iteration 4F (114951.380000 sec): 3 clusters
  Score: Raw -1140410.115599 + Penalty 4463.321074 = -1135946.794525
  nChanged 509
		SP:Iteration 5F (114951.570000 sec): 3 clusters
  Score: Raw -1140791.540849 + Penalty 4463.321074 = -1136328.219775
  nChanged 427
		SP:Iteration 6F (114951.760000 sec): 3 clusters
  Score: Raw -1141100.074955 + Penalty 4463.321074 = -1136636.753881
  nChanged 388
		SP:Iteration 7Q (114951.960000 sec): 3 clusters
  Score: Raw -1141393.971601 + Penalty 4463.321074 = -1136930.650527
  nChanged 331
		SP:Iteration 8Q (114952.160000 sec): 3 clusters
  Score: Raw -1141618.421590 + Penalty 4463.321074 = -1137155.100515
  nChanged 256
		SP:Iteration 9Q (114952.360000 sec): 3 clusters
  Score: Raw -1141781.695706 + Penalty 4463.321074 = -1137318.374631
  nChanged 189
		SP:Iteration 10Q (114952.550000 sec): 3 clusters
  Score: Raw -1141899.926347 + Penalty 4463.321074 = -1137436.605273
  nChanged 167
		SP:Iteration 11Q (114952.840000 sec): 3 clusters
  Score: Raw -1141981.709228 + Penalty 4463.321074 = -1137518.388153
  nChanged 143
		SP:Iteration 12Q (114953.120000 sec): 3 clusters
  Score: Raw -1142037.971646 + Penalty 4463.321074 = -1137574.650572
  nChanged 95
		SP:Iteration 13Q (114953.330000 sec): 3 clusters
  Score: Raw -1142075.053668 + Penalty 4463.321074 = -1137611.732594
  nChanged 91
		SP:Iteration 14Q (114953.580000 sec): 3 clusters
  Score: Raw -1142110.656459 + Penalty 4463.321074 = -1137647.335385
  nChanged 66
		SP:Iteration 15Q (114953.770000 sec): 3 clusters
  Score: Raw -1142132.764355 + Penalty 4463.321074 = -1137669.443280
  nChanged 62
		SP:Iteration 16Q (114954.010000 sec): 3 clusters
  Score: Raw -1142153.451059 + Penalty 4463.321074 = -1137690.129985
  nChanged 51
		SP:Iteration 17Q (114954.220000 sec): 3 clusters
  Score: Raw -1142173.919402 + Penalty 4463.321074 = -1137710.598327
  nChanged 54
		SP:Iteration 18Q (114954.380000 sec): 3 clusters
  Score: Raw -1142192.987696 + Penalty 4463.321074 = -1137729.666622
  nChanged 48
		SP:Iteration 19Q (114954.550000 sec): 3 clusters
  Score: Raw -1142205.972472 + Penalty 4463.321074 = -1137742.651398
  nChanged 40
		SP:Iteration 20F (114954.800000 sec): 3 clusters
  Score: Raw -1142217.368224 + Penalty 4463.321074 = -1137754.047150
  nChanged 37
		SP:Iteration 21Q (114954.930000 sec): 3 clusters
  Score: Raw -1142225.552701 + Penalty 4463.321074 = -1137762.231627
  nChanged 35
		SP:Iteration 22Q (114955.170000 sec): 3 clusters
  Score: Raw -1142234.008623 + Penalty 4463.321074 = -1137770.687549
  nChanged 34
		SP:Iteration 23Q (114955.360000 sec): 3 clusters
  Score: Raw -1142241.915805 + Penalty 4463.321074 = -1137778.594730
  nChanged 24
		SP:Iteration 24Q (114955.500000 sec): 3 clusters
  Score: Raw -1142246.513232 + Penalty 4463.321074 = -1137783.192157
  nChanged 17
		SP:Iteration 25Q (114955.700000 sec): 3 clusters
  Score: Raw -1142251.270745 + Penalty 4463.321074 = -1137787.949671
  nChanged 17
		SP:Iteration 26Q (114955.910000 sec): 3 clusters
  Score: Raw -1142254.851904 + Penalty 4463.321074 = -1137791.530829
  nChanged 14
		SP:Iteration 27Q (114956.140000 sec): 3 clusters
  Score: Raw -1142257.843400 + Penalty 4463.321074 = -1137794.522326
  nChanged 18
		SP:Iteration 28Q (114956.380000 sec): 3 clusters
  Score: Raw -1142262.258238 + Penalty 4463.321074 = -1137798.937163
  nChanged 23
		SP:Iteration 29Q (114956.570000 sec): 3 clusters
  Score: Raw -1142267.106276 + Penalty 4463.321074 = -1137803.785201
  nChanged 15
		SP:Iteration 30Q (114956.820000 sec): 3 clusters
  Score: Raw -1142269.966006 + Penalty 4463.321074 = -1137806.644932
  nChanged 13
		SP:Iteration 31Q (114957.010000 sec): 3 clusters
  Score: Raw -1142272.167984 + Penalty 4463.321074 = -1137808.846909
  nChanged 11
		SP:Iteration 32Q (114957.240000 sec): 3 clusters
  Score: Raw -1142274.072853 + Penalty 4463.321074 = -1137810.751779
  nChanged 8
		SP:Iteration 33Q (114957.470000 sec): 3 clusters
  Score: Raw -1142275.467527 + Penalty 4463.321074 = -1137812.146452
  nChanged 8
		SP:Iteration 34Q (114957.730000 sec): 3 clusters
  Score: Raw -1142276.890837 + Penalty 4463.321074 = -1137813.569763
  nChanged 7
		SP:Iteration 35Q (114957.990000 sec): 3 clusters
  Score: Raw -1142278.014471 + Penalty 4463.321074 = -1137814.693397
  nChanged 8
		SP:Iteration 36Q (114958.210000 sec): 3 clusters
  Score: Raw -1142279.140787 + Penalty 4463.321074 = -1137815.819712
  nChanged 10
		SP:Iteration 37Q (114958.430000 sec): 3 clusters
  Score: Raw -1142281.261218 + Penalty 4463.321074 = -1137817.940144
  nChanged 14
		SP:Iteration 38Q (114958.700000 sec): 3 clusters
  Score: Raw -1142284.123459 + Penalty 4463.321074 = -1137820.802385
  nChanged 12
		SP:Iteration 39Q (114958.940000 sec): 3 clusters
  Score: Raw -1142286.437633 + Penalty 4463.321074 = -1137823.116559
  nChanged 8
		SP:Iteration 40F (114959.170000 sec): 3 clusters
  Score: Raw -1142287.671543 + Penalty 4463.321074 = -1137824.350469
  nChanged 7
		SP:Iteration 41Q (114959.400000 sec): 3 clusters
  Score: Raw -1142288.931725 + Penalty 4463.321074 = -1137825.610651
  nChanged 6
		SP:Iteration 42Q (114959.670000 sec): 3 clusters
  Score: Raw -1142290.059625 + Penalty 4463.321074 = -1137826.738550
  nChanged 7
		SP:Iteration 43Q (114959.860000 sec): 3 clusters
  Score: Raw -1142291.232481 + Penalty 4463.321074 = -1137827.911406
  nChanged 6
		SP:Iteration 44Q (114960.110000 sec): 3 clusters
  Score: Raw -1142292.349584 + Penalty 4463.321074 = -1137829.028510
  nChanged 12
		SP:Iteration 45Q (114960.280000 sec): 3 clusters
  Score: Raw -1142294.724630 + Penalty 4463.321074 = -1137831.403556
  nChanged 10
		SP:Iteration 46Q (114960.500000 sec): 3 clusters
  Score: Raw -1142296.563552 + Penalty 4463.321074 = -1137833.242477
  nChanged 10
		SP:Iteration 47Q (114960.750000 sec): 3 clusters
  Score: Raw -1142298.905048 + Penalty 4463.321074 = -1137835.583973
  nChanged 9
		SP:Iteration 48Q (114961.010000 sec): 3 clusters
  Score: Raw -1142301.313590 + Penalty 4463.321074 = -1137837.992515
  nChanged 14
		SP:Iteration 49Q (114961.210000 sec): 3 clusters
  Score: Raw -1142303.667790 + Penalty 4463.321074 = -1137840.346716
  nChanged 8
		SP:Iteration 50Q (114961.440000 sec): 3 clusters
  Score: Raw -1142304.981362 + Penalty 4463.321074 = -1137841.660288
  nChanged 2
		SP:Iteration 51Q (114961.640000 sec): 3 clusters
  Score: Raw -1142305.191529 + Penalty 4463.321074 = -1137841.870455
  nChanged 0
		SP:Iteration 52F (114961.940000 sec): 3 clusters
  Score: Raw -1142305.191529 + Penalty 4463.321074 = -1137841.870455
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (11621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114962.080000 sec): 2 clusters
  Score: Raw -1820751.816592 + Penalty 2321.421133 = -1818430.395459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114962.300000 sec): 3 clusters
  Score: Raw -1814448.494672 + Penalty 4642.842266 = -1809805.652405
  nChanged 4867
		SP:Iteration 1F (114962.560000 sec): 3 clusters
  Score: Raw -1817110.467206 + Penalty 4642.842266 = -1812467.624939
  nChanged 766
		SP:Iteration 2F (114962.820000 sec): 3 clusters
  Score: Raw -1817499.006258 + Penalty 4642.842266 = -1812856.163992
  nChanged 654
		SP:Iteration 3F (114963.060000 sec): 3 clusters
  Score: Raw -1817876.439166 + Penalty 4642.842266 = -1813233.596900
  nChanged 598
		SP:Iteration 4F (114963.350000 sec): 3 clusters
  Score: Raw -1818191.803918 + Penalty 4642.842266 = -1813548.961651
  nChanged 529
		SP:Iteration 5Q (114963.610000 sec): 3 clusters
  Score: Raw -1818521.431983 + Penalty 4642.842266 = -1813878.589716
  nChanged 540
		SP:Iteration 6Q (114963.890000 sec): 3 clusters
  Score: Raw -1818834.369115 + Penalty 4642.842266 = -1814191.526849
  nChanged 496
		SP:Iteration 7Q (114964.140000 sec): 3 clusters
  Score: Raw -1819147.036910 + Penalty 4642.842266 = -1814504.194643
  nChanged 488
		SP:Iteration 8Q (114964.420000 sec): 3 clusters
  Score: Raw -1819458.601178 + Penalty 4642.842266 = -1814815.758911
  nChanged 436
		SP:Iteration 9Q (114964.740000 sec): 3 clusters
  Score: Raw -1819715.447785 + Penalty 4642.842266 = -1815072.605519
  nChanged 373
		SP:Iteration 10Q (114964.920000 sec): 3 clusters
  Score: Raw -1819950.860231 + Penalty 4642.842266 = -1815308.017965
  nChanged 349
		SP:Iteration 11Q (114965.170000 sec): 3 clusters
  Score: Raw -1820149.306862 + Penalty 4642.842266 = -1815506.464596
  nChanged 303
		SP:Iteration 12Q (114965.440000 sec): 3 clusters
  Score: Raw -1820317.896648 + Penalty 4642.842266 = -1815675.054382
  nChanged 273
		SP:Iteration 13Q (114965.720000 sec): 3 clusters
  Score: Raw -1820481.409497 + Penalty 4642.842266 = -1815838.567230
  nChanged 245
		SP:Iteration 14Q (114965.970000 sec): 3 clusters
  Score: Raw -1820603.156828 + Penalty 4642.842266 = -1815960.314562
  nChanged 177
		SP:Iteration 15Q (114966.270000 sec): 3 clusters
  Score: Raw -1820691.936534 + Penalty 4642.842266 = -1816049.094268
  nChanged 155
		SP:Iteration 16Q (114966.500000 sec): 3 clusters
  Score: Raw -1820779.774715 + Penalty 4642.842266 = -1816136.932449
  nChanged 148
		SP:Iteration 17Q (114966.740000 sec): 3 clusters
  Score: Raw -1820860.520286 + Penalty 4642.842266 = -1816217.678020
  nChanged 117
		SP:Iteration 18Q (114967.030000 sec): 3 clusters
  Score: Raw -1820920.141756 + Penalty 4642.842266 = -1816277.299490
  nChanged 119
		SP:Iteration 19Q (114967.210000 sec): 3 clusters
  Score: Raw -1820983.440515 + Penalty 4642.842266 = -1816340.598249
  nChanged 110
		SP:Iteration 20F (114967.430000 sec): 3 clusters
  Score: Raw -1821037.267791 + Penalty 4642.842266 = -1816394.425524
  nChanged 86
		SP:Iteration 21Q (114967.690000 sec): 3 clusters
  Score: Raw -1821077.711544 + Penalty 4642.842266 = -1816434.869278
  nChanged 72
		SP:Iteration 22Q (114967.950000 sec): 3 clusters
  Score: Raw -1821110.665133 + Penalty 4642.842266 = -1816467.822866
  nChanged 52
		SP:Iteration 23Q (114968.170000 sec): 3 clusters
  Score: Raw -1821132.846072 + Penalty 4642.842266 = -1816490.003805
  nChanged 46
		SP:Iteration 24Q (114968.430000 sec): 3 clusters
  Score: Raw -1821154.801610 + Penalty 4642.842266 = -1816511.959344
  nChanged 46
		SP:Iteration 25Q (114968.650000 sec): 3 clusters
  Score: Raw -1821173.004876 + Penalty 4642.842266 = -1816530.162610
  nChanged 33
		SP:Iteration 26Q (114968.910000 sec): 3 clusters
  Score: Raw -1821183.427306 + Penalty 4642.842266 = -1816540.585040
  nChanged 21
		SP:Iteration 27Q (114969.130000 sec): 3 clusters
  Score: Raw -1821189.416608 + Penalty 4642.842266 = -1816546.574342
  nChanged 15
		SP:Iteration 28Q (114969.350000 sec): 3 clusters
  Score: Raw -1821195.400683 + Penalty 4642.842266 = -1816552.558416
  nChanged 20
		SP:Iteration 29Q (114969.620000 sec): 3 clusters
  Score: Raw -1821203.221660 + Penalty 4642.842266 = -1816560.379394
  nChanged 17
		SP:Iteration 30Q (114969.880000 sec): 3 clusters
  Score: Raw -1821208.479457 + Penalty 4642.842266 = -1816565.637191
  nChanged 17
		SP:Iteration 31Q (114970.100000 sec): 3 clusters
  Score: Raw -1821216.747464 + Penalty 4642.842266 = -1816573.905197
  nChanged 14
		SP:Iteration 32Q (114970.360000 sec): 3 clusters
  Score: Raw -1821223.141478 + Penalty 4642.842266 = -1816580.299212
  nChanged 11
		SP:Iteration 33Q (114970.590000 sec): 3 clusters
  Score: Raw -1821228.488710 + Penalty 4642.842266 = -1816585.646444
  nChanged 17
		SP:Iteration 34Q (114970.850000 sec): 3 clusters
  Score: Raw -1821235.086180 + Penalty 4642.842266 = -1816592.243914
  nChanged 11
		SP:Iteration 35Q (114971.080000 sec): 3 clusters
  Score: Raw -1821239.123836 + Penalty 4642.842266 = -1816596.281570
  nChanged 14
		SP:Iteration 36Q (114971.300000 sec): 3 clusters
  Score: Raw -1821244.628838 + Penalty 4642.842266 = -1816601.786572
  nChanged 9
		SP:Iteration 37Q (114971.560000 sec): 3 clusters
  Score: Raw -1821250.356321 + Penalty 4642.842266 = -1816607.514055
  nChanged 14
		SP:Iteration 38Q (114971.830000 sec): 3 clusters
  Score: Raw -1821254.882250 + Penalty 4642.842266 = -1816612.039984
  nChanged 7
		SP:Iteration 39Q (114972.040000 sec): 3 clusters
  Score: Raw -1821257.742012 + Penalty 4642.842266 = -1816614.899746
  nChanged 8
		SP:Iteration 40F (114972.250000 sec): 3 clusters
  Score: Raw -1821261.133208 + Penalty 4642.842266 = -1816618.290942
  nChanged 11
		SP:Iteration 41Q (114972.510000 sec): 3 clusters
  Score: Raw -1821265.404204 + Penalty 4642.842266 = -1816622.561938
  nChanged 8
		SP:Iteration 42Q (114972.730000 sec): 3 clusters
  Score: Raw -1821267.971222 + Penalty 4642.842266 = -1816625.128956
  nChanged 11
		SP:Iteration 43Q (114973.000000 sec): 3 clusters
  Score: Raw -1821271.727726 + Penalty 4642.842266 = -1816628.885459
  nChanged 5
		SP:Iteration 44Q (114973.260000 sec): 3 clusters
  Score: Raw -1821273.076060 + Penalty 4642.842266 = -1816630.233794
  nChanged 8
		SP:Iteration 45Q (114973.480000 sec): 3 clusters
  Score: Raw -1821275.057453 + Penalty 4642.842266 = -1816632.215187
  nChanged 3
		SP:Iteration 46Q (114973.700000 sec): 3 clusters
  Score: Raw -1821276.517472 + Penalty 4642.842266 = -1816633.675205
  nChanged 7
		SP:Iteration 47Q (114973.960000 sec): 3 clusters
  Score: Raw -1821278.952952 + Penalty 4642.842266 = -1816636.110686
  nChanged 3
		SP:Iteration 48Q (114974.220000 sec): 3 clusters
  Score: Raw -1821279.968580 + Penalty 4642.842266 = -1816637.126313
  nChanged 3
		SP:Iteration 49Q (114974.440000 sec): 3 clusters
  Score: Raw -1821280.966231 + Penalty 4642.842266 = -1816638.123965
  nChanged 6
		SP:Iteration 50Q (114974.710000 sec): 3 clusters
  Score: Raw -1821282.718285 + Penalty 4642.842266 = -1816639.876018
  nChanged 4
		SP:Iteration 51Q (114974.930000 sec): 3 clusters
  Score: Raw -1821283.970561 + Penalty 4642.842266 = -1816641.128295
  nChanged 2
		SP:Iteration 52Q (114975.150000 sec): 3 clusters
  Score: Raw -1821284.377394 + Penalty 4642.842266 = -1816641.535128
  nChanged 0
		SP:Iteration 53F (114975.410000 sec): 3 clusters
  Score: Raw -1821284.377394 + Penalty 4642.842266 = -1816641.535128
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (12374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114975.610000 sec): 2 clusters
  Score: Raw -1965066.645934 + Penalty 2336.991488 = -1962729.654446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114975.880000 sec): 3 clusters
  Score: Raw -1958178.653124 + Penalty 4673.982977 = -1953504.670147
  nChanged 5281
		SP:Iteration 1F (114976.130000 sec): 3 clusters
  Score: Raw -1961151.612825 + Penalty 4673.982977 = -1956477.629848
  nChanged 840
		SP:Iteration 2F (114976.430000 sec): 3 clusters
  Score: Raw -1961616.599210 + Penalty 4673.982977 = -1956942.616233
  nChanged 761
		SP:Iteration 3F (114976.730000 sec): 3 clusters
  Score: Raw -1962115.794741 + Penalty 4673.982977 = -1957441.811764
  nChanged 745
		SP:Iteration 4F (114977.030000 sec): 3 clusters
  Score: Raw -1962711.799026 + Penalty 4673.982977 = -1958037.816049
  nChanged 802
		SP:Iteration 5F (114977.320000 sec): 3 clusters
  Score: Raw -1963432.881631 + Penalty 4673.982977 = -1958758.898654
  nChanged 833
		SP:Iteration 6F (114977.620000 sec): 3 clusters
  Score: Raw -1964173.276941 + Penalty 4673.982977 = -1959499.293964
  nChanged 788
		SP:Iteration 7F (114977.890000 sec): 3 clusters
  Score: Raw -1964782.773498 + Penalty 4673.982977 = -1960108.790521
  nChanged 659
		SP:Iteration 8F (114978.170000 sec): 3 clusters
  Score: Raw -1965248.034492 + Penalty 4673.982977 = -1960574.051515
  nChanged 448
		SP:Iteration 9Q (114978.470000 sec): 3 clusters
  Score: Raw -1965514.245818 + Penalty 4673.982977 = -1960840.262841
  nChanged 336
		SP:Iteration 10Q (114978.770000 sec): 3 clusters
  Score: Raw -1965700.951395 + Penalty 4673.982977 = -1961026.968418
  nChanged 248
		SP:Iteration 11Q (114979.070000 sec): 3 clusters
  Score: Raw -1965860.597792 + Penalty 4673.982977 = -1961186.614815
  nChanged 225
		SP:Iteration 12Q (114979.340000 sec): 3 clusters
  Score: Raw -1966032.940887 + Penalty 4673.982977 = -1961358.957910
  nChanged 221
		SP:Iteration 13Q (114979.630000 sec): 3 clusters
  Score: Raw -1966249.386311 + Penalty 4673.982977 = -1961575.403334
  nChanged 243
		SP:Iteration 14Q (114979.930000 sec): 3 clusters
  Score: Raw -1966552.682242 + Penalty 4673.982977 = -1961878.699265
  nChanged 248
		SP:Iteration 15Q (114980.190000 sec): 3 clusters
  Score: Raw -1966880.788013 + Penalty 4673.982977 = -1962206.805036
  nChanged 212
		SP:Iteration 16Q (114980.400000 sec): 3 clusters
  Score: Raw -1967144.938402 + Penalty 4673.982977 = -1962470.955425
  nChanged 161
		SP:Iteration 17Q (114980.650000 sec): 3 clusters
  Score: Raw -1967341.678001 + Penalty 4673.982977 = -1962667.695024
  nChanged 134
		SP:Iteration 18Q (114980.910000 sec): 3 clusters
  Score: Raw -1967454.091181 + Penalty 4673.982977 = -1962780.108204
  nChanged 103
		SP:Iteration 19Q (114981.120000 sec): 3 clusters
  Score: Raw -1967522.805292 + Penalty 4673.982977 = -1962848.822315
  nChanged 80
		SP:Iteration 20F (114981.380000 sec): 3 clusters
  Score: Raw -1967566.067034 + Penalty 4673.982977 = -1962892.084057
  nChanged 61
		SP:Iteration 21Q (114981.600000 sec): 3 clusters
  Score: Raw -1967594.378934 + Penalty 4673.982977 = -1962920.395957
  nChanged 56
		SP:Iteration 22Q (114981.810000 sec): 3 clusters
  Score: Raw -1967617.886637 + Penalty 4673.982977 = -1962943.903661
  nChanged 40
		SP:Iteration 23Q (114982.070000 sec): 3 clusters
  Score: Raw -1967634.027061 + Penalty 4673.982977 = -1962960.044084
  nChanged 41
		SP:Iteration 24Q (114982.280000 sec): 3 clusters
  Score: Raw -1967650.710617 + Penalty 4673.982977 = -1962976.727640
  nChanged 36
		SP:Iteration 25Q (114982.540000 sec): 3 clusters
  Score: Raw -1967664.496349 + Penalty 4673.982977 = -1962990.513372
  nChanged 29
		SP:Iteration 26Q (114982.750000 sec): 3 clusters
  Score: Raw -1967676.314284 + Penalty 4673.982977 = -1963002.331307
  nChanged 27
		SP:Iteration 27Q (114983.010000 sec): 3 clusters
  Score: Raw -1967687.644537 + Penalty 4673.982977 = -1963013.661560
  nChanged 35
		SP:Iteration 28Q (114983.230000 sec): 3 clusters
  Score: Raw -1967702.188956 + Penalty 4673.982977 = -1963028.205979
  nChanged 34
		SP:Iteration 29Q (114983.480000 sec): 3 clusters
  Score: Raw -1967717.086135 + Penalty 4673.982977 = -1963043.103158
  nChanged 33
		SP:Iteration 30Q (114983.700000 sec): 3 clusters
  Score: Raw -1967730.980186 + Penalty 4673.982977 = -1963056.997209
  nChanged 30
		SP:Iteration 31Q (114983.950000 sec): 3 clusters
  Score: Raw -1967743.480060 + Penalty 4673.982977 = -1963069.497083
  nChanged 24
		SP:Iteration 32Q (114984.170000 sec): 3 clusters
  Score: Raw -1967753.425483 + Penalty 4673.982977 = -1963079.442506
  nChanged 26
		SP:Iteration 33Q (114984.430000 sec): 3 clusters
  Score: Raw -1967762.196053 + Penalty 4673.982977 = -1963088.213076
  nChanged 14
		SP:Iteration 34Q (114984.640000 sec): 3 clusters
  Score: Raw -1967765.823587 + Penalty 4673.982977 = -1963091.840610
  nChanged 9
		SP:Iteration 35Q (114984.900000 sec): 3 clusters
  Score: Raw -1967768.825609 + Penalty 4673.982977 = -1963094.842632
  nChanged 4
		SP:Iteration 36Q (114985.110000 sec): 3 clusters
  Score: Raw -1967769.799964 + Penalty 4673.982977 = -1963095.816988
  nChanged 4
		SP:Iteration 37Q (114985.370000 sec): 3 clusters
  Score: Raw -1967770.801345 + Penalty 4673.982977 = -1963096.818368
  nChanged 5
		SP:Iteration 38Q (114985.580000 sec): 3 clusters
  Score: Raw -1967772.007379 + Penalty 4673.982977 = -1963098.024402
  nChanged 1
		SP:Iteration 39Q (114985.840000 sec): 3 clusters
  Score: Raw -1967772.307776 + Penalty 4673.982977 = -1963098.324799
  nChanged 0
		SP:Iteration 40F (114986.100000 sec): 3 clusters
  Score: Raw -1967772.307776 + Penalty 4673.982977 = -1963098.324799
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 21 (8479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114986.210000 sec): 2 clusters
  Score: Raw -1297603.363777 + Penalty 2243.246254 = -1295360.117523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114986.440000 sec): 3 clusters
  Score: Raw -1293124.650418 + Penalty 4486.492507 = -1288638.157910
  nChanged 3516
		SP:Iteration 1F (114986.660000 sec): 3 clusters
  Score: Raw -1295102.976245 + Penalty 4486.492507 = -1290616.483737
  nChanged 580
		SP:Iteration 2F (114986.880000 sec): 3 clusters
  Score: Raw -1295380.176765 + Penalty 4486.492507 = -1290893.684257
  nChanged 428
		SP:Iteration 3F (114987.150000 sec): 3 clusters
  Score: Raw -1295591.507499 + Penalty 4486.492507 = -1291105.014992
  nChanged 372
		SP:Iteration 4Q (114987.420000 sec): 3 clusters
  Score: Raw -1295776.191158 + Penalty 4486.492507 = -1291289.698650
  nChanged 325
		SP:Iteration 5Q (114987.630000 sec): 3 clusters
  Score: Raw -1295929.325201 + Penalty 4486.492507 = -1291442.832694
  nChanged 295
		SP:Iteration 6Q (114987.910000 sec): 3 clusters
  Score: Raw -1296073.717687 + Penalty 4486.492507 = -1291587.225180
  nChanged 313
		SP:Iteration 7Q (114988.150000 sec): 3 clusters
  Score: Raw -1296227.019962 + Penalty 4486.492507 = -1291740.527455
  nChanged 274
		SP:Iteration 8Q (114988.300000 sec): 3 clusters
  Score: Raw -1296369.446947 + Penalty 4486.492507 = -1291882.954439
  nChanged 312
		SP:Iteration 9Q (114988.520000 sec): 3 clusters
  Score: Raw -1296529.493863 + Penalty 4486.492507 = -1292043.001355
  nChanged 317
		SP:Iteration 10Q (114988.770000 sec): 3 clusters
  Score: Raw -1296704.787657 + Penalty 4486.492507 = -1292218.295149
  nChanged 334
		SP:Iteration 11Q (114989.030000 sec): 3 clusters
  Score: Raw -1296907.336900 + Penalty 4486.492507 = -1292420.844393
  nChanged 342
		SP:Iteration 12Q (114989.280000 sec): 3 clusters
  Score: Raw -1297126.495314 + Penalty 4486.492507 = -1292640.002807
  nChanged 366
		SP:Iteration 13Q (114989.520000 sec): 3 clusters
  Score: Raw -1297393.616353 + Penalty 4486.492507 = -1292907.123845
  nChanged 381
		SP:Iteration 14Q (114989.740000 sec): 3 clusters
  Score: Raw -1297714.331598 + Penalty 4486.492507 = -1293227.839090
  nChanged 387
		SP:Iteration 15Q (114989.950000 sec): 3 clusters
  Score: Raw -1298014.566995 + Penalty 4486.492507 = -1293528.074487
  nChanged 299
		SP:Iteration 16Q (114990.230000 sec): 3 clusters
  Score: Raw -1298246.435391 + Penalty 4486.492507 = -1293759.942884
  nChanged 199
		SP:Iteration 17Q (114990.460000 sec): 3 clusters
  Score: Raw -1298374.990049 + Penalty 4486.492507 = -1293888.497542
  nChanged 168
		SP:Iteration 18Q (114990.670000 sec): 3 clusters
  Score: Raw -1298476.336509 + Penalty 4486.492507 = -1293989.844002
  nChanged 127
		SP:Iteration 19Q (114990.950000 sec): 3 clusters
  Score: Raw -1298552.294362 + Penalty 4486.492507 = -1294065.801854
  nChanged 83
		SP:Iteration 20F (114991.170000 sec): 3 clusters
  Score: Raw -1298599.622235 + Penalty 4486.492507 = -1294113.129728
  nChanged 65
		SP:Iteration 21Q (114991.400000 sec): 3 clusters
  Score: Raw -1298638.701901 + Penalty 4486.492507 = -1294152.209393
  nChanged 55
		SP:Iteration 22Q (114991.680000 sec): 3 clusters
  Score: Raw -1298674.593720 + Penalty 4486.492507 = -1294188.101212
  nChanged 43
		SP:Iteration 23Q (114991.890000 sec): 3 clusters
  Score: Raw -1298692.905977 + Penalty 4486.492507 = -1294206.413470
  nChanged 18
		SP:Iteration 24Q (114992.070000 sec): 3 clusters
  Score: Raw -1298701.225946 + Penalty 4486.492507 = -1294214.733438
  nChanged 10
		SP:Iteration 25Q (114992.260000 sec): 3 clusters
  Score: Raw -1298706.734356 + Penalty 4486.492507 = -1294220.241848
  nChanged 10
		SP:Iteration 26Q (114992.480000 sec): 3 clusters
  Score: Raw -1298712.037747 + Penalty 4486.492507 = -1294225.545239
  nChanged 11
		SP:Iteration 27Q (114992.690000 sec): 3 clusters
  Score: Raw -1298716.890113 + Penalty 4486.492507 = -1294230.397605
  nChanged 6
		SP:Iteration 28Q (114992.850000 sec): 3 clusters
  Score: Raw -1298719.483898 + Penalty 4486.492507 = -1294232.991390
  nChanged 5
		SP:Iteration 29Q (114993.080000 sec): 3 clusters
  Score: Raw -1298722.369688 + Penalty 4486.492507 = -1294235.877180
  nChanged 10
		SP:Iteration 30Q (114993.350000 sec): 3 clusters
  Score: Raw -1298726.035837 + Penalty 4486.492507 = -1294239.543330
  nChanged 8
		SP:Iteration 31Q (114993.580000 sec): 3 clusters
  Score: Raw -1298728.534446 + Penalty 4486.492507 = -1294242.041938
  nChanged 4
		SP:Iteration 32Q (114993.740000 sec): 3 clusters
  Score: Raw -1298730.004048 + Penalty 4486.492507 = -1294243.511541
  nChanged 4
		SP:Iteration 33Q (114993.940000 sec): 3 clusters
  Score: Raw -1298731.569585 + Penalty 4486.492507 = -1294245.077078
  nChanged 3
		SP:Iteration 34Q (114994.140000 sec): 3 clusters
  Score: Raw -1298732.295207 + Penalty 4486.492507 = -1294245.802700
  nChanged 0
		SP:Iteration 35F (114994.370000 sec): 3 clusters
  Score: Raw -1298732.295207 + Penalty 4486.492507 = -1294245.802700
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 22 (16782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114994.590000 sec): 2 clusters
  Score: Raw -2564610.753961 + Penalty 2412.559416 = -2562198.194545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114994.850000 sec): 3 clusters
  Score: Raw -2555056.773361 + Penalty 4825.118833 = -2550231.654529
  nChanged 7276
		SP:Iteration 1F (114995.190000 sec): 3 clusters
  Score: Raw -2559226.823142 + Penalty 4825.118833 = -2554401.704309
  nChanged 1172
		SP:Iteration 2F (114995.470000 sec): 3 clusters
  Score: Raw -2559848.587232 + Penalty 4825.118833 = -2555023.468399
  nChanged 969
		SP:Iteration 3F (114995.730000 sec): 3 clusters
  Score: Raw -2560353.417097 + Penalty 4825.118833 = -2555528.298264
  nChanged 903
		SP:Iteration 4F (114996.040000 sec): 3 clusters
  Score: Raw -2560786.025529 + Penalty 4825.118833 = -2555960.906696
  nChanged 832
		SP:Iteration 5Q (114996.330000 sec): 3 clusters
  Score: Raw -2561168.827867 + Penalty 4825.118833 = -2556343.709035
  nChanged 734
		SP:Iteration 6Q (114996.650000 sec): 3 clusters
  Score: Raw -2561497.651822 + Penalty 4825.118833 = -2556672.532989
  nChanged 664
		SP:Iteration 7Q (114997.010000 sec): 3 clusters
  Score: Raw -2561814.554438 + Penalty 4825.118833 = -2556989.435606
  nChanged 652
		SP:Iteration 8Q (114997.350000 sec): 3 clusters
  Score: Raw -2562171.665148 + Penalty 4825.118833 = -2557346.546316
  nChanged 650
		SP:Iteration 9Q (114997.680000 sec): 3 clusters
  Score: Raw -2562572.666371 + Penalty 4825.118833 = -2557747.547538
  nChanged 623
		SP:Iteration 10Q (114998.000000 sec): 3 clusters
  Score: Raw -2562959.873692 + Penalty 4825.118833 = -2558134.754859
  nChanged 579
		SP:Iteration 11Q (114998.300000 sec): 3 clusters
  Score: Raw -2563335.811135 + Penalty 4825.118833 = -2558510.692303
  nChanged 537
		SP:Iteration 12Q (114998.590000 sec): 3 clusters
  Score: Raw -2563728.709045 + Penalty 4825.118833 = -2558903.590212
  nChanged 480
		SP:Iteration 13Q (114998.920000 sec): 3 clusters
  Score: Raw -2564064.420636 + Penalty 4825.118833 = -2559239.301804
  nChanged 425
		SP:Iteration 14Q (114999.260000 sec): 3 clusters
  Score: Raw -2564350.824646 + Penalty 4825.118833 = -2559525.705814
  nChanged 355
		SP:Iteration 15Q (114999.590000 sec): 3 clusters
  Score: Raw -2564591.046454 + Penalty 4825.118833 = -2559765.927622
  nChanged 317
		SP:Iteration 16Q (114999.920000 sec): 3 clusters
  Score: Raw -2564816.921578 + Penalty 4825.118833 = -2559991.802746
  nChanged 269
		SP:Iteration 17Q (115000.230000 sec): 3 clusters
  Score: Raw -2564994.649604 + Penalty 4825.118833 = -2560169.530772
  nChanged 239
		SP:Iteration 18Q (115000.510000 sec): 3 clusters
  Score: Raw -2565138.114301 + Penalty 4825.118833 = -2560312.995469
  nChanged 175
		SP:Iteration 19Q (115000.860000 sec): 3 clusters
  Score: Raw -2565235.011940 + Penalty 4825.118833 = -2560409.893107
  nChanged 149
		SP:Iteration 20F (115001.140000 sec): 3 clusters
  Score: Raw -2565308.482041 + Penalty 4825.118833 = -2560483.363208
  nChanged 119
		SP:Iteration 21Q (115001.390000 sec): 3 clusters
  Score: Raw -2565363.171397 + Penalty 4825.118833 = -2560538.052564
  nChanged 97
		SP:Iteration 22Q (115001.690000 sec): 3 clusters
  Score: Raw -2565404.846550 + Penalty 4825.118833 = -2560579.727717
  nChanged 73
		SP:Iteration 23Q (115001.990000 sec): 3 clusters
  Score: Raw -2565443.801060 + Penalty 4825.118833 = -2560618.682227
  nChanged 82
		SP:Iteration 24Q (115002.190000 sec): 3 clusters
  Score: Raw -2565478.398625 + Penalty 4825.118833 = -2560653.279793
  nChanged 57
		SP:Iteration 25Q (115002.490000 sec): 3 clusters
  Score: Raw -2565498.860122 + Penalty 4825.118833 = -2560673.741289
  nChanged 48
		SP:Iteration 26Q (115002.730000 sec): 3 clusters
  Score: Raw -2565514.550948 + Penalty 4825.118833 = -2560689.432115
  nChanged 43
		SP:Iteration 27Q (115003.050000 sec): 3 clusters
  Score: Raw -2565527.578095 + Penalty 4825.118833 = -2560702.459262
  nChanged 39
		SP:Iteration 28Q (115003.280000 sec): 3 clusters
  Score: Raw -2565541.965955 + Penalty 4825.118833 = -2560716.847122
  nChanged 25
		SP:Iteration 29Q (115003.570000 sec): 3 clusters
  Score: Raw -2565550.559620 + Penalty 4825.118833 = -2560725.440788
  nChanged 23
		SP:Iteration 30Q (115003.800000 sec): 3 clusters
  Score: Raw -2565555.429873 + Penalty 4825.118833 = -2560730.311041
  nChanged 15
		SP:Iteration 31Q (115004.100000 sec): 3 clusters
  Score: Raw -2565557.670302 + Penalty 4825.118833 = -2560732.551469
  nChanged 14
		SP:Iteration 32Q (115004.360000 sec): 3 clusters
  Score: Raw -2565560.957724 + Penalty 4825.118833 = -2560735.838892
  nChanged 12
		SP:Iteration 33Q (115004.630000 sec): 3 clusters
  Score: Raw -2565563.648506 + Penalty 4825.118833 = -2560738.529673
  nChanged 12
		SP:Iteration 34Q (115004.930000 sec): 3 clusters
  Score: Raw -2565566.262861 + Penalty 4825.118833 = -2560741.144028
  nChanged 2
		SP:Iteration 35Q (115005.170000 sec): 3 clusters
  Score: Raw -2565566.787159 + Penalty 4825.118833 = -2560741.668326
  nChanged 3
		SP:Iteration 36Q (115005.390000 sec): 3 clusters
  Score: Raw -2565567.659136 + Penalty 4825.118833 = -2560742.540303
  nChanged 6
		SP:Iteration 37Q (115005.630000 sec): 3 clusters
  Score: Raw -2565568.685987 + Penalty 4825.118833 = -2560743.567155
  nChanged 5
		SP:Iteration 38Q (115005.930000 sec): 3 clusters
  Score: Raw -2565569.834440 + Penalty 4825.118833 = -2560744.715607
  nChanged 3
		SP:Iteration 39Q (115006.130000 sec): 3 clusters
  Score: Raw -2565570.397164 + Penalty 4825.118833 = -2560745.278332
  nChanged 4
		SP:Iteration 40F (115006.450000 sec): 3 clusters
  Score: Raw -2565571.307716 + Penalty 4825.118833 = -2560746.188883
  nChanged 4
		SP:Iteration 41Q (115006.750000 sec): 3 clusters
  Score: Raw -2565571.907789 + Penalty 4825.118833 = -2560746.788957
  nChanged 1
		SP:Iteration 42Q (115006.980000 sec): 3 clusters
  Score: Raw -2565572.131836 + Penalty 4825.118833 = -2560747.013003
  nChanged 2
		SP:Iteration 43Q (115007.310000 sec): 3 clusters
  Score: Raw -2565572.409653 + Penalty 4825.118833 = -2560747.290820
  nChanged 2
		SP:Iteration 44Q (115007.520000 sec): 3 clusters
  Score: Raw -2565573.421558 + Penalty 4825.118833 = -2560748.302726
  nChanged 5
		SP:Iteration 45Q (115007.830000 sec): 3 clusters
  Score: Raw -2565576.058034 + Penalty 4825.118833 = -2560750.939201
  nChanged 8
		SP:Iteration 46Q (115008.170000 sec): 3 clusters
  Score: Raw -2565578.103906 + Penalty 4825.118833 = -2560752.985073
  nChanged 6
		SP:Iteration 47Q (115008.440000 sec): 3 clusters
  Score: Raw -2565579.324765 + Penalty 4825.118833 = -2560754.205932
  nChanged 6
		SP:Iteration 48Q (115008.690000 sec): 3 clusters
  Score: Raw -2565580.455347 + Penalty 4825.118833 = -2560755.336515
  nChanged 6
		SP:Iteration 49Q (115009.010000 sec): 3 clusters
  Score: Raw -2565581.479634 + Penalty 4825.118833 = -2560756.360802
  nChanged 4
		SP:Iteration 50Q (115009.250000 sec): 3 clusters
  Score: Raw -2565582.269525 + Penalty 4825.118833 = -2560757.150692
  nChanged 5
		SP:Iteration 51Q (115009.500000 sec): 3 clusters
  Score: Raw -2565583.301733 + Penalty 4825.118833 = -2560758.182900
  nChanged 3
		SP:Iteration 52Q (115009.830000 sec): 3 clusters
  Score: Raw -2565583.711830 + Penalty 4825.118833 = -2560758.592997
  nChanged 8
		SP:Iteration 53Q (115010.130000 sec): 3 clusters
  Score: Raw -2565584.994508 + Penalty 4825.118833 = -2560759.875675
  nChanged 5
		SP:Iteration 54Q (115010.450000 sec): 3 clusters
  Score: Raw -2565586.270096 + Penalty 4825.118833 = -2560761.151264
  nChanged 11
		SP:Iteration 55Q (115010.780000 sec): 3 clusters
  Score: Raw -2565588.375721 + Penalty 4825.118833 = -2560763.256889
  nChanged 12
		SP:Iteration 56Q (115011.070000 sec): 3 clusters
  Score: Raw -2565591.126648 + Penalty 4825.118833 = -2560766.007815
  nChanged 12
		SP:Iteration 57Q (115011.430000 sec): 3 clusters
  Score: Raw -2565593.567330 + Penalty 4825.118833 = -2560768.448498
  nChanged 9
		SP:Iteration 58Q (115011.730000 sec): 3 clusters
  Score: Raw -2565595.571330 + Penalty 4825.118833 = -2560770.452497
  nChanged 13
		SP:Iteration 59Q (115012.000000 sec): 3 clusters
  Score: Raw -2565598.581644 + Penalty 4825.118833 = -2560773.462811
  nChanged 10
		SP:Iteration 60F (115012.300000 sec): 3 clusters
  Score: Raw -2565600.814221 + Penalty 4825.118833 = -2560775.695388
  nChanged 10
		SP:Iteration 61Q (115012.670000 sec): 3 clusters
  Score: Raw -2565602.727256 + Penalty 4825.118833 = -2560777.608424
  nChanged 7
		SP:Iteration 62Q (115012.930000 sec): 3 clusters
  Score: Raw -2565604.767993 + Penalty 4825.118833 = -2560779.649160
  nChanged 8
		SP:Iteration 63Q (115013.210000 sec): 3 clusters
  Score: Raw -2565606.373988 + Penalty 4825.118833 = -2560781.255156
  nChanged 5
		SP:Iteration 64Q (115013.550000 sec): 3 clusters
  Score: Raw -2565607.446542 + Penalty 4825.118833 = -2560782.327709
  nChanged 6
		SP:Iteration 65Q (115013.790000 sec): 3 clusters
  Score: Raw -2565608.793559 + Penalty 4825.118833 = -2560783.674726
  nChanged 8
		SP:Iteration 66Q (115014.070000 sec): 3 clusters
  Score: Raw -2565611.396539 + Penalty 4825.118833 = -2560786.277707
  nChanged 6
		SP:Iteration 67Q (115014.320000 sec): 3 clusters
  Score: Raw -2565612.457547 + Penalty 4825.118833 = -2560787.338714
  nChanged 1
		SP:Iteration 68Q (115014.560000 sec): 3 clusters
  Score: Raw -2565612.706851 + Penalty 4825.118833 = -2560787.588019
  nChanged 2
		SP:Iteration 69Q (115014.870000 sec): 3 clusters
  Score: Raw -2565613.086996 + Penalty 4825.118833 = -2560787.968163
  nChanged 0
		SP:Iteration 70F (115015.170000 sec): 3 clusters
  Score: Raw -2565613.086996 + Penalty 4825.118833 = -2560787.968163
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 23 (3619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115015.320000 sec): 2 clusters
  Score: Raw -493407.567626 + Penalty 2032.100350 = -491375.467276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115015.520000 sec): 3 clusters
  Score: Raw -491855.304219 + Penalty 4064.200700 = -487791.103520
  nChanged 1314
		SP:Iteration 1F (115015.680000 sec): 3 clusters
  Score: Raw -493107.555337 + Penalty 4064.200700 = -489043.354637
  nChanged 428
		SP:Iteration 2F (115015.840000 sec): 3 clusters
  Score: Raw -493752.851489 + Penalty 4064.200700 = -489688.650789
  nChanged 298
		SP:Iteration 3F (115016.060000 sec): 3 clusters
  Score: Raw -494143.490823 + Penalty 4064.200700 = -490079.290123
  nChanged 230
		SP:Iteration 4F (115016.220000 sec): 3 clusters
  Score: Raw -494449.633097 + Penalty 4064.200700 = -490385.432397
  nChanged 185
		SP:Iteration 5F (115016.370000 sec): 3 clusters
  Score: Raw -494651.331308 + Penalty 4064.200700 = -490587.130608
  nChanged 133
		SP:Iteration 6Q (115016.550000 sec): 3 clusters
  Score: Raw -494777.866851 + Penalty 4064.200700 = -490713.666152
  nChanged 85
		SP:Iteration 7Q (115016.730000 sec): 3 clusters
  Score: Raw -494844.589096 + Penalty 4064.200700 = -490780.388396
  nChanged 65
		SP:Iteration 8Q (115016.930000 sec): 3 clusters
  Score: Raw -494894.589974 + Penalty 4064.200700 = -490830.389275
  nChanged 43
		SP:Iteration 9Q (115017.090000 sec): 3 clusters
  Score: Raw -494928.863642 + Penalty 4064.200700 = -490864.662943
  nChanged 29
		SP:Iteration 10Q (115017.210000 sec): 3 clusters
  Score: Raw -494950.298663 + Penalty 4064.200700 = -490886.097963
  nChanged 29
		SP:Iteration 11Q (115017.400000 sec): 3 clusters
  Score: Raw -494969.602452 + Penalty 4064.200700 = -490905.401753
  nChanged 21
		SP:Iteration 12Q (115017.570000 sec): 3 clusters
  Score: Raw -494981.205290 + Penalty 4064.200700 = -490917.004591
  nChanged 14
		SP:Iteration 13Q (115017.730000 sec): 3 clusters
  Score: Raw -494989.512219 + Penalty 4064.200700 = -490925.311519
  nChanged 11
		SP:Iteration 14Q (115017.910000 sec): 3 clusters
  Score: Raw -495001.425779 + Penalty 4064.200700 = -490937.225080
  nChanged 15
		SP:Iteration 15Q (115018.100000 sec): 3 clusters
  Score: Raw -495012.490575 + Penalty 4064.200700 = -490948.289875
  nChanged 12
		SP:Iteration 16Q (115018.280000 sec): 3 clusters
  Score: Raw -495018.163770 + Penalty 4064.200700 = -490953.963071
  nChanged 9
		SP:Iteration 17Q (115018.500000 sec): 3 clusters
  Score: Raw -495021.744817 + Penalty 4064.200700 = -490957.544117
  nChanged 6
		SP:Iteration 18Q (115018.670000 sec): 3 clusters
  Score: Raw -495024.927502 + Penalty 4064.200700 = -490960.726802
  nChanged 5
		SP:Iteration 19Q (115018.870000 sec): 3 clusters
  Score: Raw -495027.893341 + Penalty 4064.200700 = -490963.692641
  nChanged 5
		SP:Iteration 20F (115019.020000 sec): 3 clusters
  Score: Raw -495029.171684 + Penalty 4064.200700 = -490964.970985
  nChanged 3
		SP:Iteration 21Q (115019.210000 sec): 3 clusters
  Score: Raw -495029.757497 + Penalty 4064.200700 = -490965.556797
  nChanged 1
		SP:Iteration 22Q (115019.400000 sec): 3 clusters
  Score: Raw -495030.079663 + Penalty 4064.200700 = -490965.878963
  nChanged 0
		SP:Iteration 23F (115019.660000 sec): 3 clusters
  Score: Raw -495030.079663 + Penalty 4064.200700 = -490965.878963
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 24 (7520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115019.840000 sec): 2 clusters
  Score: Raw -1142905.047613 + Penalty 2213.479711 = -1140691.567901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115020.080000 sec): 3 clusters
  Score: Raw -1139022.762362 + Penalty 4426.959423 = -1134595.802939
  nChanged 3031
		SP:Iteration 1F (115020.250000 sec): 3 clusters
  Score: Raw -1140718.718602 + Penalty 4426.959423 = -1136291.759179
  nChanged 588
		SP:Iteration 2F (115020.440000 sec): 3 clusters
  Score: Raw -1141105.993040 + Penalty 4426.959423 = -1136679.033618
  nChanged 479
		SP:Iteration 3F (115020.720000 sec): 3 clusters
  Score: Raw -1141461.211764 + Penalty 4426.959423 = -1137034.252341
  nChanged 436
		SP:Iteration 4F (115020.850000 sec): 3 clusters
  Score: Raw -1141858.109690 + Penalty 4426.959423 = -1137431.150267
  nChanged 484
		SP:Iteration 5F (115021.060000 sec): 3 clusters
  Score: Raw -1142337.522544 + Penalty 4426.959423 = -1137910.563121
  nChanged 453
		SP:Iteration 6F (115021.260000 sec): 3 clusters
  Score: Raw -1142838.026894 + Penalty 4426.959423 = -1138411.067471
  nChanged 500
		SP:Iteration 7F (115021.480000 sec): 3 clusters
  Score: Raw -1143513.123563 + Penalty 4426.959423 = -1139086.164140
  nChanged 477
		SP:Iteration 8F (115021.740000 sec): 3 clusters
  Score: Raw -1144225.279064 + Penalty 4426.959423 = -1139798.319641
  nChanged 359
		SP:Iteration 9Q (115022.020000 sec): 3 clusters
  Score: Raw -1144576.008206 + Penalty 4426.959423 = -1140149.048783
  nChanged 250
		SP:Iteration 10Q (115022.200000 sec): 3 clusters
  Score: Raw -1144707.265368 + Penalty 4426.959423 = -1140280.305946
  nChanged 143
		SP:Iteration 11Q (115022.390000 sec): 3 clusters
  Score: Raw -1144769.838961 + Penalty 4426.959423 = -1140342.879539
  nChanged 93
		SP:Iteration 12Q (115022.600000 sec): 3 clusters
  Score: Raw -1144802.340146 + Penalty 4426.959423 = -1140375.380723
  nChanged 55
		SP:Iteration 13Q (115022.770000 sec): 3 clusters
  Score: Raw -1144821.906027 + Penalty 4426.959423 = -1140394.946604
  nChanged 45
		SP:Iteration 14Q (115023.040000 sec): 3 clusters
  Score: Raw -1144834.987318 + Penalty 4426.959423 = -1140408.027896
  nChanged 41
		SP:Iteration 15Q (115023.200000 sec): 3 clusters
  Score: Raw -1144847.388913 + Penalty 4426.959423 = -1140420.429490
  nChanged 31
		SP:Iteration 16Q (115023.430000 sec): 3 clusters
  Score: Raw -1144855.510196 + Penalty 4426.959423 = -1140428.550773
  nChanged 24
		SP:Iteration 17Q (115023.690000 sec): 3 clusters
  Score: Raw -1144861.359746 + Penalty 4426.959423 = -1140434.400323
  nChanged 24
		SP:Iteration 18Q (115023.910000 sec): 3 clusters
  Score: Raw -1144866.329108 + Penalty 4426.959423 = -1140439.369685
  nChanged 27
		SP:Iteration 19Q (115024.130000 sec): 3 clusters
  Score: Raw -1144871.720081 + Penalty 4426.959423 = -1140444.760659
  nChanged 24
		SP:Iteration 20F (115024.320000 sec): 3 clusters
  Score: Raw -1144878.101110 + Penalty 4426.959423 = -1140451.141687
  nChanged 29
		SP:Iteration 21Q (115024.510000 sec): 3 clusters
  Score: Raw -1144885.287241 + Penalty 4426.959423 = -1140458.327819
  nChanged 28
		SP:Iteration 22Q (115024.750000 sec): 3 clusters
  Score: Raw -1144892.719847 + Penalty 4426.959423 = -1140465.760424
  nChanged 32
		SP:Iteration 23Q (115024.980000 sec): 3 clusters
  Score: Raw -1144901.438129 + Penalty 4426.959423 = -1140474.478707
  nChanged 29
		SP:Iteration 24Q (115025.210000 sec): 3 clusters
  Score: Raw -1144910.430916 + Penalty 4426.959423 = -1140483.471493
  nChanged 24
		SP:Iteration 25Q (115025.450000 sec): 3 clusters
  Score: Raw -1144916.127284 + Penalty 4426.959423 = -1140489.167861
  nChanged 16
		SP:Iteration 26Q (115025.700000 sec): 3 clusters
  Score: Raw -1144918.986218 + Penalty 4426.959423 = -1140492.026796
  nChanged 14
		SP:Iteration 27Q (115025.910000 sec): 3 clusters
  Score: Raw -1144922.477654 + Penalty 4426.959423 = -1140495.518232
  nChanged 16
		SP:Iteration 28Q (115026.180000 sec): 3 clusters
  Score: Raw -1144927.275607 + Penalty 4426.959423 = -1140500.316184
  nChanged 21
		SP:Iteration 29Q (115026.430000 sec): 3 clusters
  Score: Raw -1144934.637727 + Penalty 4426.959423 = -1140507.678304
  nChanged 30
		SP:Iteration 30Q (115026.660000 sec): 3 clusters
  Score: Raw -1144944.192128 + Penalty 4426.959423 = -1140517.232705
  nChanged 28
		SP:Iteration 31Q (115026.860000 sec): 3 clusters
  Score: Raw -1144954.064660 + Penalty 4426.959423 = -1140527.105237
  nChanged 24
		SP:Iteration 32Q (115027.090000 sec): 3 clusters
  Score: Raw -1144962.213472 + Penalty 4426.959423 = -1140535.254049
  nChanged 24
		SP:Iteration 33Q (115027.270000 sec): 3 clusters
  Score: Raw -1144967.679480 + Penalty 4426.959423 = -1140540.720058
  nChanged 23
		SP:Iteration 34Q (115027.480000 sec): 3 clusters
  Score: Raw -1144973.572112 + Penalty 4426.959423 = -1140546.612689
  nChanged 17
		SP:Iteration 35Q (115027.710000 sec): 3 clusters
  Score: Raw -1144977.623332 + Penalty 4426.959423 = -1140550.663909
  nChanged 17
		SP:Iteration 36Q (115027.910000 sec): 3 clusters
  Score: Raw -1144981.688978 + Penalty 4426.959423 = -1140554.729555
  nChanged 15
		SP:Iteration 37Q (115028.210000 sec): 3 clusters
  Score: Raw -1144985.374304 + Penalty 4426.959423 = -1140558.414882
  nChanged 19
		SP:Iteration 38Q (115028.430000 sec): 3 clusters
  Score: Raw -1144990.319489 + Penalty 4426.959423 = -1140563.360066
  nChanged 15
		SP:Iteration 39Q (115028.690000 sec): 3 clusters
  Score: Raw -1144993.935740 + Penalty 4426.959423 = -1140566.976317
  nChanged 14
		SP:Iteration 40F (115028.930000 sec): 3 clusters
  Score: Raw -1144997.627598 + Penalty 4426.959423 = -1140570.668175
  nChanged 10
		SP:Iteration 41Q (115029.140000 sec): 3 clusters
  Score: Raw -1145000.068870 + Penalty 4426.959423 = -1140573.109447
  nChanged 10
		SP:Iteration 42Q (115029.350000 sec): 3 clusters
  Score: Raw -1145001.939800 + Penalty 4426.959423 = -1140574.980377
  nChanged 5
		SP:Iteration 43Q (115029.530000 sec): 3 clusters
  Score: Raw -1145003.343539 + Penalty 4426.959423 = -1140576.384116
  nChanged 12
		SP:Iteration 44Q (115029.690000 sec): 3 clusters
  Score: Raw -1145007.150373 + Penalty 4426.959423 = -1140580.190950
  nChanged 16
		SP:Iteration 45Q (115029.940000 sec): 3 clusters
  Score: Raw -1145011.923383 + Penalty 4426.959423 = -1140584.963960
  nChanged 9
		SP:Iteration 46Q (115030.150000 sec): 3 clusters
  Score: Raw -1145015.603237 + Penalty 4426.959423 = -1140588.643815
  nChanged 8
		SP:Iteration 47Q (115030.390000 sec): 3 clusters
  Score: Raw -1145018.457549 + Penalty 4426.959423 = -1140591.498126
  nChanged 14
		SP:Iteration 48Q (115030.560000 sec): 3 clusters
  Score: Raw -1145022.403379 + Penalty 4426.959423 = -1140595.443957
  nChanged 11
		SP:Iteration 49Q (115030.760000 sec): 3 clusters
  Score: Raw -1145025.333858 + Penalty 4426.959423 = -1140598.374435
  nChanged 17
		SP:Iteration 50Q (115031.030000 sec): 3 clusters
  Score: Raw -1145031.811897 + Penalty 4426.959423 = -1140604.852474
  nChanged 26
		SP:Iteration 51Q (115031.300000 sec): 3 clusters
  Score: Raw -1145040.464112 + Penalty 4426.959423 = -1140613.504689
  nChanged 17
		SP:Iteration 52Q (115031.550000 sec): 3 clusters
  Score: Raw -1145045.689055 + Penalty 4426.959423 = -1140618.729632
  nChanged 14
		SP:Iteration 53Q (115031.790000 sec): 3 clusters
  Score: Raw -1145049.798460 + Penalty 4426.959423 = -1140622.839037
  nChanged 15
		SP:Iteration 54Q (115032.050000 sec): 3 clusters
  Score: Raw -1145054.368097 + Penalty 4426.959423 = -1140627.408674
  nChanged 14
		SP:Iteration 55Q (115032.290000 sec): 3 clusters
  Score: Raw -1145058.188820 + Penalty 4426.959423 = -1140631.229397
  nChanged 11
		SP:Iteration 56Q (115032.480000 sec): 3 clusters
  Score: Raw -1145061.143944 + Penalty 4426.959423 = -1140634.184521
  nChanged 8
		SP:Iteration 57Q (115032.660000 sec): 3 clusters
  Score: Raw -1145064.339770 + Penalty 4426.959423 = -1140637.380347
  nChanged 12
		SP:Iteration 58Q (115032.850000 sec): 3 clusters
  Score: Raw -1145067.399371 + Penalty 4426.959423 = -1140640.439948
  nChanged 14
		SP:Iteration 59Q (115033.080000 sec): 3 clusters
  Score: Raw -1145070.790871 + Penalty 4426.959423 = -1140643.831448
  nChanged 13
		SP:Iteration 60F (115033.370000 sec): 3 clusters
  Score: Raw -1145074.058682 + Penalty 4426.959423 = -1140647.099259
  nChanged 11
		SP:Iteration 61Q (115033.620000 sec): 3 clusters
  Score: Raw -1145077.165702 + Penalty 4426.959423 = -1140650.206279
  nChanged 8
		SP:Iteration 62Q (115033.810000 sec): 3 clusters
  Score: Raw -1145078.986540 + Penalty 4426.959423 = -1140652.027117
  nChanged 3
		SP:Iteration 63Q (115033.990000 sec): 3 clusters
  Score: Raw -1145079.724915 + Penalty 4426.959423 = -1140652.765492
  nChanged 3
		SP:Iteration 64Q (115034.200000 sec): 3 clusters
  Score: Raw -1145080.346349 + Penalty 4426.959423 = -1140653.386926
  nChanged 3
		SP:Iteration 65Q (115034.430000 sec): 3 clusters
  Score: Raw -1145081.663393 + Penalty 4426.959423 = -1140654.703970
  nChanged 7
		SP:Iteration 66Q (115034.610000 sec): 3 clusters
  Score: Raw -1145083.026625 + Penalty 4426.959423 = -1140656.067202
  nChanged 2
		SP:Iteration 67Q (115034.850000 sec): 3 clusters
  Score: Raw -1145083.470139 + Penalty 4426.959423 = -1140656.510716
  nChanged 5
		SP:Iteration 68Q (115035.120000 sec): 3 clusters
  Score: Raw -1145084.753602 + Penalty 4426.959423 = -1140657.794179
  nChanged 6
		SP:Iteration 69Q (115035.310000 sec): 3 clusters
  Score: Raw -1145085.722215 + Penalty 4426.959423 = -1140658.762793
  nChanged 5
		SP:Iteration 70Q (115035.550000 sec): 3 clusters
  Score: Raw -1145086.708755 + Penalty 4426.959423 = -1140659.749333
  nChanged 3
		SP:Iteration 71Q (115035.830000 sec): 3 clusters
  Score: Raw -1145087.256957 + Penalty 4426.959423 = -1140660.297534
  nChanged 1
		SP:Iteration 72Q (115036.100000 sec): 3 clusters
  Score: Raw -1145087.485807 + Penalty 4426.959423 = -1140660.526384
  nChanged 1
		SP:Iteration 73Q (115036.350000 sec): 3 clusters
  Score: Raw -1145087.598594 + Penalty 4426.959423 = -1140660.639171
  nChanged 0
		SP:Iteration 74F (115036.550000 sec): 3 clusters
  Score: Raw -1145087.598594 + Penalty 4426.959423 = -1140660.639171
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 25 (33417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115036.810000 sec): 2 clusters
  Score: Raw -5296241.090261 + Penalty 2583.371368 = -5293657.718893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115037.220000 sec): 3 clusters
  Score: Raw -5276017.883169 + Penalty 5166.742736 = -5270851.140434
  nChanged 15242
		SP:Iteration 1F (115037.620000 sec): 3 clusters
  Score: Raw -5284538.341313 + Penalty 5166.742736 = -5279371.598577
  nChanged 1641
		SP:Iteration 2Q (115038.050000 sec): 3 clusters
  Score: Raw -5285148.284843 + Penalty 5166.742736 = -5279981.542107
  nChanged 1459
		SP:Iteration 3Q (115038.490000 sec): 3 clusters
  Score: Raw -5285718.609709 + Penalty 5166.742736 = -5280551.866973
  nChanged 1403
		SP:Iteration 4Q (115038.920000 sec): 3 clusters
  Score: Raw -5286302.355219 + Penalty 5166.742736 = -5281135.612484
  nChanged 1342
		SP:Iteration 5Q (115039.350000 sec): 3 clusters
  Score: Raw -5286918.995619 + Penalty 5166.742736 = -5281752.252884
  nChanged 1437
		SP:Iteration 6Q (115039.800000 sec): 3 clusters
  Score: Raw -5287571.542636 + Penalty 5166.742736 = -5282404.799901
  nChanged 1473
		SP:Iteration 7Q (115040.230000 sec): 3 clusters
  Score: Raw -5288310.723452 + Penalty 5166.742736 = -5283143.980716
  nChanged 1529
		SP:Iteration 8Q (115040.690000 sec): 3 clusters
  Score: Raw -5289129.192370 + Penalty 5166.742736 = -5283962.449634
  nChanged 1600
		SP:Iteration 9Q (115041.140000 sec): 3 clusters
  Score: Raw -5290010.327087 + Penalty 5166.742736 = -5284843.584351
  nChanged 1528
		SP:Iteration 10Q (115041.600000 sec): 3 clusters
  Score: Raw -5290821.144584 + Penalty 5166.742736 = -5285654.401848
  nChanged 1359
		SP:Iteration 11Q (115042.040000 sec): 3 clusters
  Score: Raw -5291501.930564 + Penalty 5166.742736 = -5286335.187829
  nChanged 1110
		SP:Iteration 12Q (115042.440000 sec): 3 clusters
  Score: Raw -5291952.817974 + Penalty 5166.742736 = -5286786.075239
  nChanged 885
		SP:Iteration 13Q (115042.810000 sec): 3 clusters
  Score: Raw -5292259.374851 + Penalty 5166.742736 = -5287092.632115
  nChanged 735
		SP:Iteration 14Q (115043.300000 sec): 3 clusters
  Score: Raw -5292501.468678 + Penalty 5166.742736 = -5287334.725943
  nChanged 684
		SP:Iteration 15Q (115043.710000 sec): 3 clusters
  Score: Raw -5292733.941769 + Penalty 5166.742736 = -5287567.199034
  nChanged 632
		SP:Iteration 16Q (115044.150000 sec): 3 clusters
  Score: Raw -5292961.318253 + Penalty 5166.742736 = -5287794.575518
  nChanged 596
		SP:Iteration 17Q (115044.590000 sec): 3 clusters
  Score: Raw -5293174.491455 + Penalty 5166.742736 = -5288007.748720
  nChanged 613
		SP:Iteration 18Q (115045.000000 sec): 3 clusters
  Score: Raw -5293402.225477 + Penalty 5166.742736 = -5288235.482741
  nChanged 599
		SP:Iteration 19Q (115045.390000 sec): 3 clusters
  Score: Raw -5293617.154214 + Penalty 5166.742736 = -5288450.411478
  nChanged 579
		SP:Iteration 20F (115045.810000 sec): 3 clusters
  Score: Raw -5293820.386890 + Penalty 5166.742736 = -5288653.644154
  nChanged 577
		SP:Iteration 21Q (115046.240000 sec): 3 clusters
  Score: Raw -5294018.672226 + Penalty 5166.742736 = -5288851.929490
  nChanged 551
		SP:Iteration 22Q (115046.590000 sec): 3 clusters
  Score: Raw -5294214.335368 + Penalty 5166.742736 = -5289047.592633
  nChanged 549
		SP:Iteration 23Q (115046.980000 sec): 3 clusters
  Score: Raw -5294421.585393 + Penalty 5166.742736 = -5289254.842658
  nChanged 560
		SP:Iteration 24Q (115047.400000 sec): 3 clusters
  Score: Raw -5294652.210160 + Penalty 5166.742736 = -5289485.467425
  nChanged 542
		SP:Iteration 25Q (115047.870000 sec): 3 clusters
  Score: Raw -5294890.873398 + Penalty 5166.742736 = -5289724.130663
  nChanged 557
		SP:Iteration 26Q (115048.280000 sec): 3 clusters
  Score: Raw -5295146.100075 + Penalty 5166.742736 = -5289979.357339
  nChanged 527
		SP:Iteration 27Q (115048.660000 sec): 3 clusters
  Score: Raw -5295404.150969 + Penalty 5166.742736 = -5290237.408233
  nChanged 480
		SP:Iteration 28Q (115049.090000 sec): 3 clusters
  Score: Raw -5295612.896517 + Penalty 5166.742736 = -5290446.153782
  nChanged 370
		SP:Iteration 29Q (115049.440000 sec): 3 clusters
  Score: Raw -5295778.779271 + Penalty 5166.742736 = -5290612.036536
  nChanged 369
		SP:Iteration 30Q (115049.880000 sec): 3 clusters
  Score: Raw -5295950.564767 + Penalty 5166.742736 = -5290783.822032
  nChanged 309
		SP:Iteration 31Q (115050.250000 sec): 3 clusters
  Score: Raw -5296084.790276 + Penalty 5166.742736 = -5290918.047540
  nChanged 259
		SP:Iteration 32Q (115050.690000 sec): 3 clusters
  Score: Raw -5296202.504292 + Penalty 5166.742736 = -5291035.761557
  nChanged 242
		SP:Iteration 33Q (115051.190000 sec): 3 clusters
  Score: Raw -5296314.055876 + Penalty 5166.742736 = -5291147.313140
  nChanged 187
		SP:Iteration 34Q (115051.570000 sec): 3 clusters
  Score: Raw -5296392.485258 + Penalty 5166.742736 = -5291225.742522
  nChanged 151
		SP:Iteration 35Q (115051.980000 sec): 3 clusters
  Score: Raw -5296469.149817 + Penalty 5166.742736 = -5291302.407081
  nChanged 132
		SP:Iteration 36Q (115052.340000 sec): 3 clusters
  Score: Raw -5296532.024910 + Penalty 5166.742736 = -5291365.282174
  nChanged 115
		SP:Iteration 37Q (115052.710000 sec): 3 clusters
  Score: Raw -5296580.257027 + Penalty 5166.742736 = -5291413.514291
  nChanged 89
		SP:Iteration 38Q (115053.170000 sec): 3 clusters
  Score: Raw -5296618.167247 + Penalty 5166.742736 = -5291451.424511
  nChanged 83
		SP:Iteration 39Q (115053.570000 sec): 3 clusters
  Score: Raw -5296646.550348 + Penalty 5166.742736 = -5291479.807613
  nChanged 54
		SP:Iteration 40F (115054.040000 sec): 3 clusters
  Score: Raw -5296665.043585 + Penalty 5166.742736 = -5291498.300850
  nChanged 44
		SP:Iteration 41Q (115054.430000 sec): 3 clusters
  Score: Raw -5296685.191154 + Penalty 5166.742736 = -5291518.448418
  nChanged 55
		SP:Iteration 42Q (115054.830000 sec): 3 clusters
  Score: Raw -5296711.230818 + Penalty 5166.742736 = -5291544.488082
  nChanged 42
		SP:Iteration 43Q (115055.220000 sec): 3 clusters
  Score: Raw -5296725.371606 + Penalty 5166.742736 = -5291558.628870
  nChanged 32
		SP:Iteration 44Q (115055.700000 sec): 3 clusters
  Score: Raw -5296737.233707 + Penalty 5166.742736 = -5291570.490971
  nChanged 24
		SP:Iteration 45Q (115056.090000 sec): 3 clusters
  Score: Raw -5296744.309337 + Penalty 5166.742736 = -5291577.566601
  nChanged 24
		SP:Iteration 46Q (115056.490000 sec): 3 clusters
  Score: Raw -5296750.464517 + Penalty 5166.742736 = -5291583.721781
  nChanged 16
		SP:Iteration 47Q (115056.850000 sec): 3 clusters
  Score: Raw -5296754.995318 + Penalty 5166.742736 = -5291588.252582
  nChanged 10
		SP:Iteration 48Q (115057.230000 sec): 3 clusters
  Score: Raw -5296756.812716 + Penalty 5166.742736 = -5291590.069981
  nChanged 4
		SP:Iteration 49Q (115057.690000 sec): 3 clusters
  Score: Raw -5296757.663755 + Penalty 5166.742736 = -5291590.921019
  nChanged 4
		SP:Iteration 50Q (115058.100000 sec): 3 clusters
  Score: Raw -5296758.809651 + Penalty 5166.742736 = -5291592.066915
  nChanged 6
		SP:Iteration 51Q (115058.530000 sec): 3 clusters
  Score: Raw -5296760.650879 + Penalty 5166.742736 = -5291593.908144
  nChanged 6
		SP:Iteration 52Q (115058.940000 sec): 3 clusters
  Score: Raw -5296761.567545 + Penalty 5166.742736 = -5291594.824809
  nChanged 1
		SP:Iteration 53Q (115059.290000 sec): 3 clusters
  Score: Raw -5296761.656014 + Penalty 5166.742736 = -5291594.913278
  nChanged 0
		SP:Iteration 54F (115059.700000 sec): 3 clusters
  Score: Raw -5296761.656014 + Penalty 5166.742736 = -5291594.913278
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 26 (179675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115061.010000 sec): 2 clusters
  Score: Raw -29161433.315788 + Penalty 3000.528426 = -29158432.787363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115062.610000 sec): 3 clusters
  Score: Raw -29043744.854503 + Penalty 6001.056851 = -29037743.797651
  nChanged 86211
		SP:Iteration 1F (115063.970000 sec): 3 clusters
  Score: Raw -29093634.767289 + Penalty 6001.056851 = -29087633.710438
  nChanged 4885
		SP:Iteration 2Q (115065.480000 sec): 3 clusters
  Score: Raw -29094599.606670 + Penalty 6001.056851 = -29088598.549818
  nChanged 5184
		SP:Iteration 3Q (115067.010000 sec): 3 clusters
  Score: Raw -29095719.393230 + Penalty 6001.056851 = -29089718.336378
  nChanged 5487
		SP:Iteration 4Q (115068.540000 sec): 3 clusters
  Score: Raw -29097061.598084 + Penalty 6001.056851 = -29091060.541232
  nChanged 6033
		SP:Iteration 5Q (115069.960000 sec): 3 clusters
  Score: Raw -29098847.822649 + Penalty 6001.056851 = -29092846.765798
  nChanged 6903
		SP:Iteration 6Q (115071.410000 sec): 3 clusters
  Score: Raw -29101267.960103 + Penalty 6001.056851 = -29095266.903251
  nChanged 7842
		SP:Iteration 7Q (115072.900000 sec): 3 clusters
  Score: Raw -29104629.417785 + Penalty 6001.056851 = -29098628.360933
  nChanged 8841
		SP:Iteration 8Q (115074.390000 sec): 3 clusters
  Score: Raw -29109255.925939 + Penalty 6001.056851 = -29103254.869087
  nChanged 9746
		SP:Iteration 9F (115075.800000 sec): 3 clusters
  Score: Raw -29115286.258535 + Penalty 6001.056851 = -29109285.201683
  nChanged 10127
		SP:Iteration 10F (115077.270000 sec): 3 clusters
  Score: Raw -29122018.415858 + Penalty 6001.056851 = -29116017.359007
  nChanged 9666
		SP:Iteration 11F (115078.690000 sec): 3 clusters
  Score: Raw -29128167.863699 + Penalty 6001.056851 = -29122166.806848
  nChanged 8863
		SP:Iteration 12Q (115080.310000 sec): 3 clusters
  Score: Raw -29133120.238305 + Penalty 6001.056851 = -29127119.181454
  nChanged 7731
		SP:Iteration 13Q (115081.880000 sec): 3 clusters
  Score: Raw -29137100.773798 + Penalty 6001.056851 = -29131099.716946
  nChanged 7093
		SP:Iteration 14Q (115083.780000 sec): 3 clusters
  Score: Raw -29140808.822558 + Penalty 6001.056851 = -29134807.765706
  nChanged 6814
		SP:Iteration 15Q (115085.520000 sec): 3 clusters
  Score: Raw -29144364.804139 + Penalty 6001.056851 = -29138363.747288
  nChanged 6602
		SP:Iteration 16Q (115087.290000 sec): 3 clusters
  Score: Raw -29147675.331343 + Penalty 6001.056851 = -29141674.274491
  nChanged 6354
		SP:Iteration 17Q (115089.020000 sec): 3 clusters
  Score: Raw -29150676.663538 + Penalty 6001.056851 = -29144675.606687
  nChanged 5848
		SP:Iteration 18Q (115090.710000 sec): 3 clusters
  Score: Raw -29153254.925864 + Penalty 6001.056851 = -29147253.869012
  nChanged 5407
		SP:Iteration 19Q (115092.400000 sec): 3 clusters
  Score: Raw -29155484.222110 + Penalty 6001.056851 = -29149483.165258
  nChanged 4721
		SP:Iteration 20F (115094.120000 sec): 3 clusters
  Score: Raw -29157319.693993 + Penalty 6001.056851 = -29151318.637142
  nChanged 4001
		SP:Iteration 21Q (115095.470000 sec): 3 clusters
  Score: Raw -29158784.335688 + Penalty 6001.056851 = -29152783.278836
  nChanged 3437
		SP:Iteration 22Q (115096.820000 sec): 3 clusters
  Score: Raw -29159930.036748 + Penalty 6001.056851 = -29153928.979897
  nChanged 2677
		SP:Iteration 23Q (115098.040000 sec): 3 clusters
  Score: Raw -29160744.491123 + Penalty 6001.056851 = -29154743.434272
  nChanged 2249
		SP:Iteration 24Q (115099.360000 sec): 3 clusters
  Score: Raw -29161363.425254 + Penalty 6001.056851 = -29155362.368403
  nChanged 1743
		SP:Iteration 25Q (115100.700000 sec): 3 clusters
  Score: Raw -29161797.024641 + Penalty 6001.056851 = -29155795.967789
  nChanged 1399
		SP:Iteration 26Q (115102.040000 sec): 3 clusters
  Score: Raw -29162108.229892 + Penalty 6001.056851 = -29156107.173040
  nChanged 1067
		SP:Iteration 27Q (115103.370000 sec): 3 clusters
  Score: Raw -29162321.929595 + Penalty 6001.056851 = -29156320.872743
  nChanged 847
		SP:Iteration 28Q (115104.730000 sec): 3 clusters
  Score: Raw -29162485.435097 + Penalty 6001.056851 = -29156484.378246
  nChanged 722
		SP:Iteration 29Q (115106.070000 sec): 3 clusters
  Score: Raw -29162614.815838 + Penalty 6001.056851 = -29156613.758987
  nChanged 611
		SP:Iteration 30Q (115107.490000 sec): 3 clusters
  Score: Raw -29162716.576233 + Penalty 6001.056851 = -29156715.519382
  nChanged 495
		SP:Iteration 31Q (115108.860000 sec): 3 clusters
  Score: Raw -29162790.094659 + Penalty 6001.056851 = -29156789.037808
  nChanged 421
		SP:Iteration 32Q (115110.190000 sec): 3 clusters
  Score: Raw -29162853.152220 + Penalty 6001.056851 = -29156852.095368
  nChanged 389
		SP:Iteration 33Q (115111.540000 sec): 3 clusters
  Score: Raw -29162909.599394 + Penalty 6001.056851 = -29156908.542542
  nChanged 349
		SP:Iteration 34Q (115112.930000 sec): 3 clusters
  Score: Raw -29162962.212244 + Penalty 6001.056851 = -29156961.155393
  nChanged 326
		SP:Iteration 35Q (115114.360000 sec): 3 clusters
  Score: Raw -29163007.918646 + Penalty 6001.056851 = -29157006.861795
  nChanged 253
		SP:Iteration 36Q (115115.660000 sec): 3 clusters
  Score: Raw -29163039.345223 + Penalty 6001.056851 = -29157038.288371
  nChanged 224
		SP:Iteration 37Q (115116.900000 sec): 3 clusters
  Score: Raw -29163067.796456 + Penalty 6001.056851 = -29157066.739604
  nChanged 219
		SP:Iteration 38Q (115118.220000 sec): 3 clusters
  Score: Raw -29163094.826091 + Penalty 6001.056851 = -29157093.769240
  nChanged 183
		SP:Iteration 39Q (115119.530000 sec): 3 clusters
  Score: Raw -29163117.309415 + Penalty 6001.056851 = -29157116.252564
  nChanged 188
		SP:Iteration 40F (115120.890000 sec): 3 clusters
  Score: Raw -29163140.821942 + Penalty 6001.056851 = -29157139.765091
  nChanged 155
		SP:Iteration 41Q (115122.130000 sec): 3 clusters
  Score: Raw -29163160.208646 + Penalty 6001.056851 = -29157159.151795
  nChanged 130
		SP:Iteration 42Q (115123.530000 sec): 3 clusters
  Score: Raw -29163174.336614 + Penalty 6001.056851 = -29157173.279762
  nChanged 107
		SP:Iteration 43Q (115124.900000 sec): 3 clusters
  Score: Raw -29163184.137926 + Penalty 6001.056851 = -29157183.081075
  nChanged 77
		SP:Iteration 44Q (115126.220000 sec): 3 clusters
  Score: Raw -29163191.421529 + Penalty 6001.056851 = -29157190.364677
  nChanged 75
		SP:Iteration 45Q (115127.510000 sec): 3 clusters
  Score: Raw -29163197.920532 + Penalty 6001.056851 = -29157196.863680
  nChanged 61
		SP:Iteration 46Q (115128.840000 sec): 3 clusters
  Score: Raw -29163202.912200 + Penalty 6001.056851 = -29157201.855349
  nChanged 53
		SP:Iteration 47Q (115130.050000 sec): 3 clusters
  Score: Raw -29163207.557896 + Penalty 6001.056851 = -29157206.501045
  nChanged 43
		SP:Iteration 48Q (115131.270000 sec): 3 clusters
  Score: Raw -29163211.391005 + Penalty 6001.056851 = -29157210.334154
  nChanged 45
		SP:Iteration 49Q (115132.510000 sec): 3 clusters
  Score: Raw -29163215.248836 + Penalty 6001.056851 = -29157214.191985
  nChanged 43
		SP:Iteration 50Q (115133.840000 sec): 3 clusters
  Score: Raw -29163218.752776 + Penalty 6001.056851 = -29157217.695925
  nChanged 36
		SP:Iteration 51Q (115135.160000 sec): 3 clusters
  Score: Raw -29163221.383751 + Penalty 6001.056851 = -29157220.326899
  nChanged 32
		SP:Iteration 52Q (115136.520000 sec): 3 clusters
  Score: Raw -29163224.306919 + Penalty 6001.056851 = -29157223.250067
  nChanged 45
		SP:Iteration 53Q (115137.850000 sec): 3 clusters
  Score: Raw -29163227.787067 + Penalty 6001.056851 = -29157226.730216
  nChanged 31
		SP:Iteration 54Q (115139.240000 sec): 3 clusters
  Score: Raw -29163229.639090 + Penalty 6001.056851 = -29157228.582239
  nChanged 28
		SP:Iteration 55Q (115140.680000 sec): 3 clusters
  Score: Raw -29163231.796396 + Penalty 6001.056851 = -29157230.739544
  nChanged 25
		SP:Iteration 56Q (115142.110000 sec): 3 clusters
  Score: Raw -29163233.812844 + Penalty 6001.056851 = -29157232.755993
  nChanged 27
		SP:Iteration 57Q (115143.510000 sec): 3 clusters
  Score: Raw -29163235.741566 + Penalty 6001.056851 = -29157234.684714
  nChanged 21
		SP:Iteration 58Q (115144.970000 sec): 3 clusters
  Score: Raw -29163237.329743 + Penalty 6001.056851 = -29157236.272891
  nChanged 23
		SP:Iteration 59Q (115146.410000 sec): 3 clusters
  Score: Raw -29163238.800692 + Penalty 6001.056851 = -29157237.743841
  nChanged 16
		SP:Iteration 60F (115147.920000 sec): 3 clusters
  Score: Raw -29163239.982307 + Penalty 6001.056851 = -29157238.925456
  nChanged 15
		SP:Iteration 61Q (115149.240000 sec): 3 clusters
  Score: Raw -29163241.199674 + Penalty 6001.056851 = -29157240.142823
  nChanged 21
		SP:Iteration 62Q (115150.610000 sec): 3 clusters
  Score: Raw -29163242.789196 + Penalty 6001.056851 = -29157241.732345
  nChanged 23
		SP:Iteration 63Q (115152.020000 sec): 3 clusters
  Score: Raw -29163244.496902 + Penalty 6001.056851 = -29157243.440051
  nChanged 21
		SP:Iteration 64Q (115153.480000 sec): 3 clusters
  Score: Raw -29163246.378590 + Penalty 6001.056851 = -29157245.321739
  nChanged 33
		SP:Iteration 65Q (115154.950000 sec): 3 clusters
  Score: Raw -29163249.171762 + Penalty 6001.056851 = -29157248.114910
  nChanged 35
		SP:Iteration 66Q (115156.280000 sec): 3 clusters
  Score: Raw -29163251.754788 + Penalty 6001.056851 = -29157250.697937
  nChanged 24
		SP:Iteration 67Q (115157.610000 sec): 3 clusters
  Score: Raw -29163253.555786 + Penalty 6001.056851 = -29157252.498935
  nChanged 24
		SP:Iteration 68Q (115159.000000 sec): 3 clusters
  Score: Raw -29163255.416362 + Penalty 6001.056851 = -29157254.359510
  nChanged 26
		SP:Iteration 69Q (115160.420000 sec): 3 clusters
  Score: Raw -29163257.578004 + Penalty 6001.056851 = -29157256.521152
  nChanged 26
		SP:Iteration 70Q (115161.690000 sec): 3 clusters
  Score: Raw -29163260.308186 + Penalty 6001.056851 = -29157259.251334
  nChanged 39
		SP:Iteration 71Q (115162.930000 sec): 3 clusters
  Score: Raw -29163264.144962 + Penalty 6001.056851 = -29157263.088111
  nChanged 47
		SP:Iteration 72Q (115164.170000 sec): 3 clusters
  Score: Raw -29163267.875812 + Penalty 6001.056851 = -29157266.818960
  nChanged 41
		SP:Iteration 73Q (115165.590000 sec): 3 clusters
  Score: Raw -29163271.852245 + Penalty 6001.056851 = -29157270.795394
  nChanged 38
		SP:Iteration 74Q (115167.130000 sec): 3 clusters
  Score: Raw -29163274.497572 + Penalty 6001.056851 = -29157273.440721
  nChanged 20
		SP:Iteration 75Q (115168.550000 sec): 3 clusters
  Score: Raw -29163275.900972 + Penalty 6001.056851 = -29157274.844121
  nChanged 18
		SP:Iteration 76Q (115169.920000 sec): 3 clusters
  Score: Raw -29163276.952598 + Penalty 6001.056851 = -29157275.895747
  nChanged 14
		SP:Iteration 77Q (115171.450000 sec): 3 clusters
  Score: Raw -29163278.129714 + Penalty 6001.056851 = -29157277.072862
  nChanged 19
		SP:Iteration 78Q (115172.960000 sec): 3 clusters
  Score: Raw -29163279.633330 + Penalty 6001.056851 = -29157278.576479
  nChanged 23
		SP:Iteration 79Q (115174.550000 sec): 3 clusters
  Score: Raw -29163281.274341 + Penalty 6001.056851 = -29157280.217489
  nChanged 23
		SP:Iteration 80F (115176.220000 sec): 3 clusters
  Score: Raw -29163283.168019 + Penalty 6001.056851 = -29157282.111167
  nChanged 21
		SP:Iteration 81Q (115177.700000 sec): 3 clusters
  Score: Raw -29163284.514112 + Penalty 6001.056851 = -29157283.457261
  nChanged 19
		SP:Iteration 82Q (115179.210000 sec): 3 clusters
  Score: Raw -29163285.609910 + Penalty 6001.056851 = -29157284.553058
  nChanged 9
		SP:Iteration 83Q (115180.690000 sec): 3 clusters
  Score: Raw -29163286.047536 + Penalty 6001.056851 = -29157284.990684
  nChanged 10
		SP:Iteration 84Q (115182.190000 sec): 3 clusters
  Score: Raw -29163286.608560 + Penalty 6001.056851 = -29157285.551709
  nChanged 6
		SP:Iteration 85Q (115183.530000 sec): 3 clusters
  Score: Raw -29163286.934372 + Penalty 6001.056851 = -29157285.877520
  nChanged 4
		SP:Iteration 86Q (115184.830000 sec): 3 clusters
  Score: Raw -29163287.152167 + Penalty 6001.056851 = -29157286.095316
  nChanged 4
		SP:Iteration 87Q (115186.170000 sec): 3 clusters
  Score: Raw -29163287.460493 + Penalty 6001.056851 = -29157286.403641
  nChanged 5
		SP:Iteration 88Q (115187.470000 sec): 3 clusters
  Score: Raw -29163287.833301 + Penalty 6001.056851 = -29157286.776450
  nChanged 4
		SP:Iteration 89Q (115188.740000 sec): 3 clusters
  Score: Raw -29163288.036614 + Penalty 6001.056851 = -29157286.979763
  nChanged 3
		SP:Iteration 90Q (115190.150000 sec): 3 clusters
  Score: Raw -29163288.193813 + Penalty 6001.056851 = -29157287.136962
  nChanged 3
		SP:Iteration 91Q (115191.510000 sec): 3 clusters
  Score: Raw -29163288.441532 + Penalty 6001.056851 = -29157287.384680
  nChanged 3
		SP:Iteration 92Q (115192.920000 sec): 3 clusters
  Score: Raw -29163288.618341 + Penalty 6001.056851 = -29157287.561490
  nChanged 6
		SP:Iteration 93Q (115194.300000 sec): 3 clusters
  Score: Raw -29163288.932473 + Penalty 6001.056851 = -29157287.875621
  nChanged 4
		SP:Iteration 94Q (115195.670000 sec): 3 clusters
  Score: Raw -29163289.226632 + Penalty 6001.056851 = -29157288.169780
  nChanged 5
		SP:Iteration 95Q (115197.020000 sec): 3 clusters
  Score: Raw -29163289.605669 + Penalty 6001.056851 = -29157288.548817
  nChanged 6
		SP:Iteration 96Q (115198.440000 sec): 3 clusters
  Score: Raw -29163289.942732 + Penalty 6001.056851 = -29157288.885881
  nChanged 2
		SP:Iteration 97Q (115199.830000 sec): 3 clusters
  Score: Raw -29163290.061633 + Penalty 6001.056851 = -29157289.004782
  nChanged 2
		SP:Iteration 98Q (115201.110000 sec): 3 clusters
  Score: Raw -29163290.188406 + Penalty 6001.056851 = -29157289.131555
  nChanged 3
		SP:Iteration 99Q (115202.430000 sec): 3 clusters
  Score: Raw -29163290.446339 + Penalty 6001.056851 = -29157289.389488
  nChanged 6
		SP:Iteration 100F (115203.750000 sec): 3 clusters
  Score: Raw -29163290.836143 + Penalty 6001.056851 = -29157289.779291
  nChanged 7
		SP:Iteration 101Q (115204.950000 sec): 3 clusters
  Score: Raw -29163291.201538 + Penalty 6001.056851 = -29157290.144687
  nChanged 5
		SP:Iteration 102Q (115206.190000 sec): 3 clusters
  Score: Raw -29163291.471767 + Penalty 6001.056851 = -29157290.414916
  nChanged 2
		SP:Iteration 103Q (115207.510000 sec): 3 clusters
  Score: Raw -29163291.595087 + Penalty 6001.056851 = -29157290.538236
  nChanged 0
		SP:Iteration 104F (115208.940000 sec): 3 clusters
  Score: Raw -29163291.595087 + Penalty 6001.056851 = -29157290.538236
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 27 (5967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115209.150000 sec): 2 clusters
  Score: Raw -951471.206456 + Penalty 2156.111893 = -949315.094563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115209.350000 sec): 3 clusters
  Score: Raw -948464.384338 + Penalty 4312.223785 = -944152.160553
  nChanged 2373
		SP:Iteration 1F (115209.540000 sec): 3 clusters
  Score: Raw -949804.146903 + Penalty 4312.223785 = -945491.923117
  nChanged 451
		SP:Iteration 2F (115209.710000 sec): 3 clusters
  Score: Raw -950033.429027 + Penalty 4312.223785 = -945721.205242
  nChanged 266
		SP:Iteration 3Q (115209.920000 sec): 3 clusters
  Score: Raw -950143.490902 + Penalty 4312.223785 = -945831.267117
  nChanged 188
		SP:Iteration 4Q (115210.110000 sec): 3 clusters
  Score: Raw -950219.371924 + Penalty 4312.223785 = -945907.148139
  nChanged 137
		SP:Iteration 5Q (115210.310000 sec): 3 clusters
  Score: Raw -950267.027814 + Penalty 4312.223785 = -945954.804029
  nChanged 113
		SP:Iteration 6Q (115210.390000 sec): 3 clusters
  Score: Raw -950311.325164 + Penalty 4312.223785 = -945999.101378
  nChanged 109
		SP:Iteration 7Q (115210.500000 sec): 3 clusters
  Score: Raw -950352.868640 + Penalty 4312.223785 = -946040.644854
  nChanged 89
		SP:Iteration 8Q (115210.610000 sec): 3 clusters
  Score: Raw -950383.826909 + Penalty 4312.223785 = -946071.603123
  nChanged 77
		SP:Iteration 9Q (115210.770000 sec): 3 clusters
  Score: Raw -950406.264742 + Penalty 4312.223785 = -946094.040957
  nChanged 62
		SP:Iteration 10Q (115210.930000 sec): 3 clusters
  Score: Raw -950425.364367 + Penalty 4312.223785 = -946113.140582
  nChanged 64
		SP:Iteration 11Q (115211.160000 sec): 3 clusters
  Score: Raw -950443.707687 + Penalty 4312.223785 = -946131.483902
  nChanged 59
		SP:Iteration 12Q (115211.290000 sec): 3 clusters
  Score: Raw -950461.980145 + Penalty 4312.223785 = -946149.756359
  nChanged 61
		SP:Iteration 13Q (115211.440000 sec): 3 clusters
  Score: Raw -950478.832352 + Penalty 4312.223785 = -946166.608567
  nChanged 64
		SP:Iteration 14Q (115211.600000 sec): 3 clusters
  Score: Raw -950497.447916 + Penalty 4312.223785 = -946185.224130
  nChanged 64
		SP:Iteration 15Q (115211.780000 sec): 3 clusters
  Score: Raw -950514.843128 + Penalty 4312.223785 = -946202.619342
  nChanged 66
		SP:Iteration 16Q (115211.900000 sec): 3 clusters
  Score: Raw -950534.446529 + Penalty 4312.223785 = -946222.222744
  nChanged 87
		SP:Iteration 17Q (115212.000000 sec): 3 clusters
  Score: Raw -950561.801594 + Penalty 4312.223785 = -946249.577809
  nChanged 93
		SP:Iteration 18Q (115212.140000 sec): 3 clusters
  Score: Raw -950596.396359 + Penalty 4312.223785 = -946284.172573
  nChanged 104
		SP:Iteration 19Q (115212.320000 sec): 3 clusters
  Score: Raw -950637.753300 + Penalty 4312.223785 = -946325.529514
  nChanged 113
		SP:Iteration 20F (115212.420000 sec): 3 clusters
  Score: Raw -950691.370907 + Penalty 4312.223785 = -946379.147121
  nChanged 134
		SP:Iteration 21Q (115212.610000 sec): 3 clusters
  Score: Raw -950754.182187 + Penalty 4312.223785 = -946441.958402
  nChanged 143
		SP:Iteration 22Q (115212.880000 sec): 3 clusters
  Score: Raw -950832.314608 + Penalty 4312.223785 = -946520.090822
  nChanged 155
		SP:Iteration 23Q (115213.060000 sec): 3 clusters
  Score: Raw -950917.929194 + Penalty 4312.223785 = -946605.705409
  nChanged 150
		SP:Iteration 24Q (115213.300000 sec): 3 clusters
  Score: Raw -951007.957720 + Penalty 4312.223785 = -946695.733935
  nChanged 166
		SP:Iteration 25Q (115213.520000 sec): 3 clusters
  Score: Raw -951105.639474 + Penalty 4312.223785 = -946793.415689
  nChanged 137
		SP:Iteration 26Q (115213.660000 sec): 3 clusters
  Score: Raw -951180.912370 + Penalty 4312.223785 = -946868.688585
  nChanged 113
		SP:Iteration 27Q (115213.890000 sec): 3 clusters
  Score: Raw -951245.559390 + Penalty 4312.223785 = -946933.335605
  nChanged 101
		SP:Iteration 28Q (115214.030000 sec): 3 clusters
  Score: Raw -951304.207998 + Penalty 4312.223785 = -946991.984212
  nChanged 103
		SP:Iteration 29Q (115214.240000 sec): 3 clusters
  Score: Raw -951366.944598 + Penalty 4312.223785 = -947054.720813
  nChanged 100
		SP:Iteration 30Q (115214.500000 sec): 3 clusters
  Score: Raw -951432.105944 + Penalty 4312.223785 = -947119.882158
  nChanged 77
		SP:Iteration 31Q (115214.700000 sec): 3 clusters
  Score: Raw -951477.054919 + Penalty 4312.223785 = -947164.831133
  nChanged 61
		SP:Iteration 32Q (115214.950000 sec): 3 clusters
  Score: Raw -951515.169174 + Penalty 4312.223785 = -947202.945388
  nChanged 55
		SP:Iteration 33Q (115215.140000 sec): 3 clusters
  Score: Raw -951547.974743 + Penalty 4312.223785 = -947235.750957
  nChanged 46
		SP:Iteration 34Q (115215.320000 sec): 3 clusters
  Score: Raw -951578.215312 + Penalty 4312.223785 = -947265.991527
  nChanged 48
		SP:Iteration 35Q (115215.460000 sec): 3 clusters
  Score: Raw -951609.706154 + Penalty 4312.223785 = -947297.482369
  nChanged 39
		SP:Iteration 36Q (115215.680000 sec): 3 clusters
  Score: Raw -951635.693680 + Penalty 4312.223785 = -947323.469895
  nChanged 31
		SP:Iteration 37Q (115215.870000 sec): 3 clusters
  Score: Raw -951656.964502 + Penalty 4312.223785 = -947344.740717
  nChanged 19
		SP:Iteration 38Q (115216.020000 sec): 3 clusters
  Score: Raw -951668.745783 + Penalty 4312.223785 = -947356.521997
  nChanged 17
		SP:Iteration 39Q (115216.220000 sec): 3 clusters
  Score: Raw -951678.475407 + Penalty 4312.223785 = -947366.251622
  nChanged 13
		SP:Iteration 40F (115216.450000 sec): 3 clusters
  Score: Raw -951687.270150 + Penalty 4312.223785 = -947375.046364
  nChanged 7
		SP:Iteration 41Q (115216.620000 sec): 3 clusters
  Score: Raw -951692.299534 + Penalty 4312.223785 = -947380.075748
  nChanged 8
		SP:Iteration 42Q (115216.780000 sec): 3 clusters
  Score: Raw -951697.801617 + Penalty 4312.223785 = -947385.577832
  nChanged 16
		SP:Iteration 43Q (115216.970000 sec): 3 clusters
  Score: Raw -951707.917359 + Penalty 4312.223785 = -947395.693574
  nChanged 7
		SP:Iteration 44Q (115217.170000 sec): 3 clusters
  Score: Raw -951713.355989 + Penalty 4312.223785 = -947401.132203
  nChanged 8
		SP:Iteration 45Q (115217.340000 sec): 3 clusters
  Score: Raw -951717.692163 + Penalty 4312.223785 = -947405.468378
  nChanged 6
		SP:Iteration 46Q (115217.510000 sec): 3 clusters
  Score: Raw -951722.745609 + Penalty 4312.223785 = -947410.521824
  nChanged 5
		SP:Iteration 47Q (115217.750000 sec): 3 clusters
  Score: Raw -951726.290572 + Penalty 4312.223785 = -947414.066786
  nChanged 2
		SP:Iteration 48Q (115217.960000 sec): 3 clusters
  Score: Raw -951727.444597 + Penalty 4312.223785 = -947415.220812
  nChanged 1
		SP:Iteration 49Q (115218.120000 sec): 3 clusters
  Score: Raw -951727.950362 + Penalty 4312.223785 = -947415.726577
  nChanged 0
		SP:Iteration 50F (115218.280000 sec): 3 clusters
  Score: Raw -951727.950362 + Penalty 4312.223785 = -947415.726577
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 28 (5306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115218.420000 sec): 2 clusters
  Score: Raw -805544.583482 + Penalty 2126.995197 = -803417.588286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115218.680000 sec): 3 clusters
  Score: Raw -802953.276288 + Penalty 4253.990393 = -798699.285895
  nChanged 2014
		SP:Iteration 1F (115218.900000 sec): 3 clusters
  Score: Raw -804120.353070 + Penalty 4253.990393 = -799866.362677
  nChanged 411
		SP:Iteration 2F (115219.070000 sec): 3 clusters
  Score: Raw -804366.186160 + Penalty 4253.990393 = -800112.195767
  nChanged 295
		SP:Iteration 3F (115219.340000 sec): 3 clusters
  Score: Raw -804558.079381 + Penalty 4253.990393 = -800304.088988
  nChanged 273
		SP:Iteration 4F (115219.530000 sec): 3 clusters
  Score: Raw -804769.806524 + Penalty 4253.990393 = -800515.816131
  nChanged 265
		SP:Iteration 5Q (115219.740000 sec): 3 clusters
  Score: Raw -804965.124876 + Penalty 4253.990393 = -800711.134483
  nChanged 236
		SP:Iteration 6Q (115219.950000 sec): 3 clusters
  Score: Raw -805138.972113 + Penalty 4253.990393 = -800884.981720
  nChanged 222
		SP:Iteration 7Q (115220.160000 sec): 3 clusters
  Score: Raw -805318.336546 + Penalty 4253.990393 = -801064.346153
  nChanged 160
		SP:Iteration 8Q (115220.280000 sec): 3 clusters
  Score: Raw -805435.707042 + Penalty 4253.990393 = -801181.716649
  nChanged 141
		SP:Iteration 9Q (115220.480000 sec): 3 clusters
  Score: Raw -805534.630799 + Penalty 4253.990393 = -801280.640406
  nChanged 127
		SP:Iteration 10Q (115220.710000 sec): 3 clusters
  Score: Raw -805618.856801 + Penalty 4253.990393 = -801364.866407
  nChanged 99
		SP:Iteration 11Q (115220.930000 sec): 3 clusters
  Score: Raw -805684.186277 + Penalty 4253.990393 = -801430.195884
  nChanged 92
		SP:Iteration 12Q (115221.140000 sec): 3 clusters
  Score: Raw -805741.861353 + Penalty 4253.990393 = -801487.870960
  nChanged 67
		SP:Iteration 13Q (115221.360000 sec): 3 clusters
  Score: Raw -805784.875323 + Penalty 4253.990393 = -801530.884930
  nChanged 67
		SP:Iteration 14Q (115221.560000 sec): 3 clusters
  Score: Raw -805829.270273 + Penalty 4253.990393 = -801575.279880
  nChanged 51
		SP:Iteration 15Q (115221.770000 sec): 3 clusters
  Score: Raw -805856.396183 + Penalty 4253.990393 = -801602.405790
  nChanged 51
		SP:Iteration 16Q (115221.950000 sec): 3 clusters
  Score: Raw -805885.568171 + Penalty 4253.990393 = -801631.577777
  nChanged 36
		SP:Iteration 17Q (115222.130000 sec): 3 clusters
  Score: Raw -805904.588836 + Penalty 4253.990393 = -801650.598443
  nChanged 27
		SP:Iteration 18Q (115222.300000 sec): 3 clusters
  Score: Raw -805918.625257 + Penalty 4253.990393 = -801664.634864
  nChanged 22
		SP:Iteration 19Q (115222.500000 sec): 3 clusters
  Score: Raw -805927.859709 + Penalty 4253.990393 = -801673.869316
  nChanged 16
		SP:Iteration 20F (115222.670000 sec): 3 clusters
  Score: Raw -805935.123506 + Penalty 4253.990393 = -801681.133113
  nChanged 14
		SP:Iteration 21Q (115222.850000 sec): 3 clusters
  Score: Raw -805942.603366 + Penalty 4253.990393 = -801688.612973
  nChanged 17
		SP:Iteration 22Q (115223.030000 sec): 3 clusters
  Score: Raw -805949.658940 + Penalty 4253.990393 = -801695.668546
  nChanged 17
		SP:Iteration 23Q (115223.220000 sec): 3 clusters
  Score: Raw -805956.861334 + Penalty 4253.990393 = -801702.870941
  nChanged 14
		SP:Iteration 24Q (115223.400000 sec): 3 clusters
  Score: Raw -805964.364689 + Penalty 4253.990393 = -801710.374295
  nChanged 19
		SP:Iteration 25Q (115223.620000 sec): 3 clusters
  Score: Raw -805971.809789 + Penalty 4253.990393 = -801717.819395
  nChanged 9
		SP:Iteration 26Q (115223.790000 sec): 3 clusters
  Score: Raw -805974.289775 + Penalty 4253.990393 = -801720.299382
  nChanged 2
		SP:Iteration 27Q (115224.000000 sec): 3 clusters
  Score: Raw -805975.055393 + Penalty 4253.990393 = -801721.065000
  nChanged 4
		SP:Iteration 28Q (115224.170000 sec): 3 clusters
  Score: Raw -805976.630449 + Penalty 4253.990393 = -801722.640056
  nChanged 6
		SP:Iteration 29Q (115224.380000 sec): 3 clusters
  Score: Raw -805978.764342 + Penalty 4253.990393 = -801724.773949
  nChanged 5
		SP:Iteration 30Q (115224.620000 sec): 3 clusters
  Score: Raw -805980.658726 + Penalty 4253.990393 = -801726.668333
  nChanged 2
		SP:Iteration 31Q (115224.850000 sec): 3 clusters
  Score: Raw -805981.878184 + Penalty 4253.990393 = -801727.887791
  nChanged 5
		SP:Iteration 32Q (115225.060000 sec): 3 clusters
  Score: Raw -805985.847224 + Penalty 4253.990393 = -801731.856831
  nChanged 12
		SP:Iteration 33Q (115225.320000 sec): 3 clusters
  Score: Raw -805993.067677 + Penalty 4253.990393 = -801739.077284
  nChanged 8
		SP:Iteration 34Q (115225.500000 sec): 3 clusters
  Score: Raw -805995.683790 + Penalty 4253.990393 = -801741.693397
  nChanged 3
		SP:Iteration 35Q (115225.750000 sec): 3 clusters
  Score: Raw -805997.414731 + Penalty 4253.990393 = -801743.424338
  nChanged 0
		SP:Iteration 36F (115225.940000 sec): 3 clusters
  Score: Raw -805997.414731 + Penalty 4253.990393 = -801743.424338
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 29 (12417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115226.110000 sec): 2 clusters
  Score: Raw -1866933.764341 + Penalty 2337.851802 = -1864595.912540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115226.420000 sec): 3 clusters
  Score: Raw -1860075.339618 + Penalty 4675.703603 = -1855399.636015
  nChanged 5273
		SP:Iteration 1F (115226.680000 sec): 3 clusters
  Score: Raw -1863313.728735 + Penalty 4675.703603 = -1858638.025132
  nChanged 1016
		SP:Iteration 2F (115226.970000 sec): 3 clusters
  Score: Raw -1864131.771062 + Penalty 4675.703603 = -1859456.067458
  nChanged 991
		SP:Iteration 3F (115227.220000 sec): 3 clusters
  Score: Raw -1865080.466158 + Penalty 4675.703603 = -1860404.762555
  nChanged 942
		SP:Iteration 4F (115227.460000 sec): 3 clusters
  Score: Raw -1866011.280443 + Penalty 4675.703603 = -1861335.576840
  nChanged 869
		SP:Iteration 5F (115227.700000 sec): 3 clusters
  Score: Raw -1866712.992019 + Penalty 4675.703603 = -1862037.288416
  nChanged 711
		SP:Iteration 6F (115227.970000 sec): 3 clusters
  Score: Raw -1867186.940304 + Penalty 4675.703603 = -1862511.236701
  nChanged 510
		SP:Iteration 7Q (115228.260000 sec): 3 clusters
  Score: Raw -1867453.562977 + Penalty 4675.703603 = -1862777.859374
  nChanged 396
		SP:Iteration 8Q (115228.530000 sec): 3 clusters
  Score: Raw -1867648.186511 + Penalty 4675.703603 = -1862972.482907
  nChanged 328
		SP:Iteration 9Q (115228.820000 sec): 3 clusters
  Score: Raw -1867804.931814 + Penalty 4675.703603 = -1863129.228211
  nChanged 275
		SP:Iteration 10Q (115229.070000 sec): 3 clusters
  Score: Raw -1867940.048246 + Penalty 4675.703603 = -1863264.344643
  nChanged 241
		SP:Iteration 11Q (115229.290000 sec): 3 clusters
  Score: Raw -1868039.335190 + Penalty 4675.703603 = -1863363.631587
  nChanged 221
		SP:Iteration 12Q (115229.590000 sec): 3 clusters
  Score: Raw -1868137.541961 + Penalty 4675.703603 = -1863461.838358
  nChanged 194
		SP:Iteration 13Q (115229.810000 sec): 3 clusters
  Score: Raw -1868215.498499 + Penalty 4675.703603 = -1863539.794896
  nChanged 177
		SP:Iteration 14Q (115230.070000 sec): 3 clusters
  Score: Raw -1868286.066265 + Penalty 4675.703603 = -1863610.362662
  nChanged 140
		SP:Iteration 15Q (115230.370000 sec): 3 clusters
  Score: Raw -1868337.379577 + Penalty 4675.703603 = -1863661.675974
  nChanged 152
		SP:Iteration 16Q (115230.640000 sec): 3 clusters
  Score: Raw -1868384.368234 + Penalty 4675.703603 = -1863708.664631
  nChanged 131
		SP:Iteration 17Q (115230.960000 sec): 3 clusters
  Score: Raw -1868423.564030 + Penalty 4675.703603 = -1863747.860426
  nChanged 106
		SP:Iteration 18Q (115231.220000 sec): 3 clusters
  Score: Raw -1868460.018414 + Penalty 4675.703603 = -1863784.314811
  nChanged 114
		SP:Iteration 19Q (115231.460000 sec): 3 clusters
  Score: Raw -1868498.810950 + Penalty 4675.703603 = -1863823.107347
  nChanged 108
		SP:Iteration 20F (115231.730000 sec): 3 clusters
  Score: Raw -1868530.701492 + Penalty 4675.703603 = -1863854.997889
  nChanged 99
		SP:Iteration 21Q (115232.040000 sec): 3 clusters
  Score: Raw -1868561.234977 + Penalty 4675.703603 = -1863885.531374
  nChanged 93
		SP:Iteration 22Q (115232.310000 sec): 3 clusters
  Score: Raw -1868589.989412 + Penalty 4675.703603 = -1863914.285809
  nChanged 84
		SP:Iteration 23Q (115232.590000 sec): 3 clusters
  Score: Raw -1868615.759017 + Penalty 4675.703603 = -1863940.055414
  nChanged 83
		SP:Iteration 24Q (115232.850000 sec): 3 clusters
  Score: Raw -1868641.854841 + Penalty 4675.703603 = -1863966.151238
  nChanged 72
		SP:Iteration 25Q (115233.110000 sec): 3 clusters
  Score: Raw -1868664.225516 + Penalty 4675.703603 = -1863988.521913
  nChanged 69
		SP:Iteration 26Q (115233.330000 sec): 3 clusters
  Score: Raw -1868687.474355 + Penalty 4675.703603 = -1864011.770752
  nChanged 68
		SP:Iteration 27Q (115233.530000 sec): 3 clusters
  Score: Raw -1868709.342236 + Penalty 4675.703603 = -1864033.638633
  nChanged 68
		SP:Iteration 28Q (115233.750000 sec): 3 clusters
  Score: Raw -1868728.128746 + Penalty 4675.703603 = -1864052.425143
  nChanged 65
		SP:Iteration 29Q (115233.990000 sec): 3 clusters
  Score: Raw -1868743.647905 + Penalty 4675.703603 = -1864067.944302
  nChanged 59
		SP:Iteration 30Q (115234.250000 sec): 3 clusters
  Score: Raw -1868757.608164 + Penalty 4675.703603 = -1864081.904561
  nChanged 45
		SP:Iteration 31Q (115234.480000 sec): 3 clusters
  Score: Raw -1868767.780645 + Penalty 4675.703603 = -1864092.077042
  nChanged 42
		SP:Iteration 32Q (115234.710000 sec): 3 clusters
  Score: Raw -1868779.922194 + Penalty 4675.703603 = -1864104.218591
  nChanged 40
		SP:Iteration 33Q (115234.940000 sec): 3 clusters
  Score: Raw -1868790.150950 + Penalty 4675.703603 = -1864114.447347
  nChanged 35
		SP:Iteration 34Q (115235.250000 sec): 3 clusters
  Score: Raw -1868799.355113 + Penalty 4675.703603 = -1864123.651510
  nChanged 32
		SP:Iteration 35Q (115235.590000 sec): 3 clusters
  Score: Raw -1868808.110194 + Penalty 4675.703603 = -1864132.406591
  nChanged 34
		SP:Iteration 36Q (115235.860000 sec): 3 clusters
  Score: Raw -1868819.673031 + Penalty 4675.703603 = -1864143.969428
  nChanged 40
		SP:Iteration 37Q (115236.170000 sec): 3 clusters
  Score: Raw -1868833.074249 + Penalty 4675.703603 = -1864157.370646
  nChanged 41
		SP:Iteration 38Q (115236.490000 sec): 3 clusters
  Score: Raw -1868844.004300 + Penalty 4675.703603 = -1864168.300697
  nChanged 38
		SP:Iteration 39Q (115236.770000 sec): 3 clusters
  Score: Raw -1868853.484548 + Penalty 4675.703603 = -1864177.780945
  nChanged 30
		SP:Iteration 40F (115237.050000 sec): 3 clusters
  Score: Raw -1868861.609959 + Penalty 4675.703603 = -1864185.906355
  nChanged 28
		SP:Iteration 41Q (115237.380000 sec): 3 clusters
  Score: Raw -1868868.685660 + Penalty 4675.703603 = -1864192.982057
  nChanged 29
		SP:Iteration 42Q (115237.660000 sec): 3 clusters
  Score: Raw -1868875.322929 + Penalty 4675.703603 = -1864199.619326
  nChanged 26
		SP:Iteration 43Q (115237.910000 sec): 3 clusters
  Score: Raw -1868880.451797 + Penalty 4675.703603 = -1864204.748194
  nChanged 18
		SP:Iteration 44Q (115238.200000 sec): 3 clusters
  Score: Raw -1868884.849146 + Penalty 4675.703603 = -1864209.145543
  nChanged 16
		SP:Iteration 45Q (115238.500000 sec): 3 clusters
  Score: Raw -1868888.198043 + Penalty 4675.703603 = -1864212.494440
  nChanged 14
		SP:Iteration 46Q (115238.780000 sec): 3 clusters
  Score: Raw -1868890.405211 + Penalty 4675.703603 = -1864214.701608
  nChanged 10
		SP:Iteration 47Q (115239.080000 sec): 3 clusters
  Score: Raw -1868892.170478 + Penalty 4675.703603 = -1864216.466875
  nChanged 6
		SP:Iteration 48Q (115239.310000 sec): 3 clusters
  Score: Raw -1868893.457811 + Penalty 4675.703603 = -1864217.754208
  nChanged 8
		SP:Iteration 49Q (115239.580000 sec): 3 clusters
  Score: Raw -1868895.821064 + Penalty 4675.703603 = -1864220.117461
  nChanged 15
		SP:Iteration 50Q (115239.820000 sec): 3 clusters
  Score: Raw -1868899.914161 + Penalty 4675.703603 = -1864224.210558
  nChanged 15
		SP:Iteration 51Q (115240.050000 sec): 3 clusters
  Score: Raw -1868903.103813 + Penalty 4675.703603 = -1864227.400210
  nChanged 15
		SP:Iteration 52Q (115240.300000 sec): 3 clusters
  Score: Raw -1868906.824653 + Penalty 4675.703603 = -1864231.121050
  nChanged 18
		SP:Iteration 53Q (115240.590000 sec): 3 clusters
  Score: Raw -1868910.124227 + Penalty 4675.703603 = -1864234.420624
  nChanged 13
		SP:Iteration 54Q (115240.820000 sec): 3 clusters
  Score: Raw -1868912.473053 + Penalty 4675.703603 = -1864236.769450
  nChanged 6
		SP:Iteration 55Q (115241.070000 sec): 3 clusters
  Score: Raw -1868913.918603 + Penalty 4675.703603 = -1864238.215000
  nChanged 13
		SP:Iteration 56Q (115241.330000 sec): 3 clusters
  Score: Raw -1868917.654739 + Penalty 4675.703603 = -1864241.951136
  nChanged 10
		SP:Iteration 57Q (115241.530000 sec): 3 clusters
  Score: Raw -1868919.369494 + Penalty 4675.703603 = -1864243.665891
  nChanged 5
		SP:Iteration 58Q (115241.760000 sec): 3 clusters
  Score: Raw -1868920.275490 + Penalty 4675.703603 = -1864244.571887
  nChanged 11
		SP:Iteration 59Q (115242.000000 sec): 3 clusters
  Score: Raw -1868922.094992 + Penalty 4675.703603 = -1864246.391389
  nChanged 7
		SP:Iteration 60F (115242.210000 sec): 3 clusters
  Score: Raw -1868923.340390 + Penalty 4675.703603 = -1864247.636787
  nChanged 6
		SP:Iteration 61Q (115242.510000 sec): 3 clusters
  Score: Raw -1868924.441324 + Penalty 4675.703603 = -1864248.737721
  nChanged 9
		SP:Iteration 62Q (115242.780000 sec): 3 clusters
  Score: Raw -1868926.808433 + Penalty 4675.703603 = -1864251.104829
  nChanged 9
		SP:Iteration 63Q (115243.060000 sec): 3 clusters
  Score: Raw -1868928.432981 + Penalty 4675.703603 = -1864252.729378
  nChanged 7
		SP:Iteration 64Q (115243.290000 sec): 3 clusters
  Score: Raw -1868929.711606 + Penalty 4675.703603 = -1864254.008003
  nChanged 7
		SP:Iteration 65Q (115243.570000 sec): 3 clusters
  Score: Raw -1868930.611834 + Penalty 4675.703603 = -1864254.908231
  nChanged 1
		SP:Iteration 66Q (115243.850000 sec): 3 clusters
  Score: Raw -1868930.682138 + Penalty 4675.703603 = -1864254.978535
  nChanged 2
		SP:Iteration 67Q (115244.080000 sec): 3 clusters
  Score: Raw -1868931.096707 + Penalty 4675.703603 = -1864255.393104
  nChanged 5
		SP:Iteration 68Q (115244.370000 sec): 3 clusters
  Score: Raw -1868932.206138 + Penalty 4675.703603 = -1864256.502535
  nChanged 6
		SP:Iteration 69Q (115244.650000 sec): 3 clusters
  Score: Raw -1868933.871918 + Penalty 4675.703603 = -1864258.168315
  nChanged 9
		SP:Iteration 70Q (115244.930000 sec): 3 clusters
  Score: Raw -1868935.321458 + Penalty 4675.703603 = -1864259.617855
  nChanged 5
		SP:Iteration 71Q (115245.240000 sec): 3 clusters
  Score: Raw -1868936.128453 + Penalty 4675.703603 = -1864260.424850
  nChanged 1
		SP:Iteration 72Q (115245.520000 sec): 3 clusters
  Score: Raw -1868936.658371 + Penalty 4675.703603 = -1864260.954768
  nChanged 1
		SP:Iteration 73Q (115245.810000 sec): 3 clusters
  Score: Raw -1868936.961739 + Penalty 4675.703603 = -1864261.258136
  nChanged 1
		SP:Iteration 74Q (115246.020000 sec): 3 clusters
  Score: Raw -1868937.112114 + Penalty 4675.703603 = -1864261.408511
  nChanged 1
		SP:Iteration 75Q (115246.240000 sec): 3 clusters
  Score: Raw -1868937.205502 + Penalty 4675.703603 = -1864261.501899
  nChanged 1
		SP:Iteration 76Q (115246.520000 sec): 3 clusters
  Score: Raw -1868937.347583 + Penalty 4675.703603 = -1864261.643980
  nChanged 2
		SP:Iteration 77Q (115246.770000 sec): 3 clusters
  Score: Raw -1868937.508155 + Penalty 4675.703603 = -1864261.804552
  nChanged 0
		SP:Iteration 78F (115247.020000 sec): 3 clusters
  Score: Raw -1868937.508155 + Penalty 4675.703603 = -1864261.804552
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 30 (4938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115247.170000 sec): 2 clusters
  Score: Raw -761447.502714 + Penalty 2109.169486 = -759338.333228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115247.360000 sec): 3 clusters
  Score: Raw -759092.505565 + Penalty 4218.338972 = -754874.166593
  nChanged 1918
		SP:Iteration 1F (115247.510000 sec): 3 clusters
  Score: Raw -760338.707423 + Penalty 4218.338972 = -756120.368450
  nChanged 405
		SP:Iteration 2F (115247.720000 sec): 3 clusters
  Score: Raw -760702.009856 + Penalty 4218.338972 = -756483.670884
  nChanged 329
		SP:Iteration 3F (115247.820000 sec): 3 clusters
  Score: Raw -761009.472565 + Penalty 4218.338972 = -756791.133593
  nChanged 281
		SP:Iteration 4F (115247.920000 sec): 3 clusters
  Score: Raw -761249.880384 + Penalty 4218.338972 = -757031.541412
  nChanged 234
		SP:Iteration 5Q (115248.100000 sec): 3 clusters
  Score: Raw -761455.568678 + Penalty 4218.338972 = -757237.229706
  nChanged 200
		SP:Iteration 6Q (115248.200000 sec): 3 clusters
  Score: Raw -761604.701192 + Penalty 4218.338972 = -757386.362220
  nChanged 172
		SP:Iteration 7Q (115248.330000 sec): 3 clusters
  Score: Raw -761740.981522 + Penalty 4218.338972 = -757522.642549
  nChanged 163
		SP:Iteration 8Q (115248.450000 sec): 3 clusters
  Score: Raw -761861.751190 + Penalty 4218.338972 = -757643.412218
  nChanged 146
		SP:Iteration 9Q (115248.550000 sec): 3 clusters
  Score: Raw -761981.420644 + Penalty 4218.338972 = -757763.081672
  nChanged 123
		SP:Iteration 10Q (115248.750000 sec): 3 clusters
  Score: Raw -762064.460421 + Penalty 4218.338972 = -757846.121449
  nChanged 97
		SP:Iteration 11Q (115248.930000 sec): 3 clusters
  Score: Raw -762118.628751 + Penalty 4218.338972 = -757900.289779
  nChanged 91
		SP:Iteration 12Q (115249.130000 sec): 3 clusters
  Score: Raw -762167.499483 + Penalty 4218.338972 = -757949.160511
  nChanged 83
		SP:Iteration 13Q (115249.310000 sec): 3 clusters
  Score: Raw -762204.578319 + Penalty 4218.338972 = -757986.239347
  nChanged 76
		SP:Iteration 14Q (115249.540000 sec): 3 clusters
  Score: Raw -762243.475370 + Penalty 4218.338972 = -758025.136398
  nChanged 71
		SP:Iteration 15Q (115249.770000 sec): 3 clusters
  Score: Raw -762278.143877 + Penalty 4218.338972 = -758059.804905
  nChanged 67
		SP:Iteration 16Q (115249.920000 sec): 3 clusters
  Score: Raw -762312.197286 + Penalty 4218.338972 = -758093.858314
  nChanged 66
		SP:Iteration 17Q (115250.130000 sec): 3 clusters
  Score: Raw -762348.017343 + Penalty 4218.338972 = -758129.678371
  nChanged 59
		SP:Iteration 18Q (115250.330000 sec): 3 clusters
  Score: Raw -762378.990519 + Penalty 4218.338972 = -758160.651547
  nChanged 63
		SP:Iteration 19Q (115250.580000 sec): 3 clusters
  Score: Raw -762410.901826 + Penalty 4218.338972 = -758192.562854
  nChanged 54
		SP:Iteration 20F (115250.770000 sec): 3 clusters
  Score: Raw -762439.835122 + Penalty 4218.338972 = -758221.496150
  nChanged 58
		SP:Iteration 21Q (115250.950000 sec): 3 clusters
  Score: Raw -762471.663624 + Penalty 4218.338972 = -758253.324652
  nChanged 50
		SP:Iteration 22Q (115251.110000 sec): 3 clusters
  Score: Raw -762501.212557 + Penalty 4218.338972 = -758282.873585
  nChanged 45
		SP:Iteration 23Q (115251.310000 sec): 3 clusters
  Score: Raw -762524.528988 + Penalty 4218.338972 = -758306.190016
  nChanged 38
		SP:Iteration 24Q (115251.460000 sec): 3 clusters
  Score: Raw -762542.447024 + Penalty 4218.338972 = -758324.108052
  nChanged 24
		SP:Iteration 25Q (115251.670000 sec): 3 clusters
  Score: Raw -762551.405455 + Penalty 4218.338972 = -758333.066483
  nChanged 17
		SP:Iteration 26Q (115251.790000 sec): 3 clusters
  Score: Raw -762559.707496 + Penalty 4218.338972 = -758341.368524
  nChanged 10
		SP:Iteration 27Q (115251.990000 sec): 3 clusters
  Score: Raw -762564.113245 + Penalty 4218.338972 = -758345.774273
  nChanged 8
		SP:Iteration 28Q (115252.190000 sec): 3 clusters
  Score: Raw -762566.476850 + Penalty 4218.338972 = -758348.137878
  nChanged 3
		SP:Iteration 29Q (115252.370000 sec): 3 clusters
  Score: Raw -762568.292811 + Penalty 4218.338972 = -758349.953839
  nChanged 3
		SP:Iteration 30Q (115252.550000 sec): 3 clusters
  Score: Raw -762569.348079 + Penalty 4218.338972 = -758351.009107
  nChanged 2
		SP:Iteration 31Q (115252.720000 sec): 3 clusters
  Score: Raw -762570.243364 + Penalty 4218.338972 = -758351.904392
  nChanged 3
		SP:Iteration 32Q (115252.860000 sec): 3 clusters
  Score: Raw -762570.856507 + Penalty 4218.338972 = -758352.517535
  nChanged 2
		SP:Iteration 33Q (115252.950000 sec): 3 clusters
  Score: Raw -762571.417785 + Penalty 4218.338972 = -758353.078813
  nChanged 1
		SP:Iteration 34Q (115253.170000 sec): 3 clusters
  Score: Raw -762571.643331 + Penalty 4218.338972 = -758353.304359
  nChanged 0
		SP:Iteration 35F (115253.300000 sec): 3 clusters
  Score: Raw -762571.643331 + Penalty 4218.338972 = -758353.304359
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 31 (6582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115253.400000 sec): 2 clusters
  Score: Raw -1004329.924805 + Penalty 2180.439295 = -1002149.485511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115253.510000 sec): 3 clusters
  Score: Raw -1000995.024053 + Penalty 4360.878589 = -996634.145464
  nChanged 2641
		SP:Iteration 1F (115253.630000 sec): 3 clusters
  Score: Raw -1002449.700230 + Penalty 4360.878589 = -998088.821641
  nChanged 447
		SP:Iteration 2F (115253.850000 sec): 3 clusters
  Score: Raw -1002707.858077 + Penalty 4360.878589 = -998346.979488
  nChanged 358
		SP:Iteration 3F (115254.040000 sec): 3 clusters
  Score: Raw -1002926.148440 + Penalty 4360.878589 = -998565.269851
  nChanged 311
		SP:Iteration 4Q (115254.200000 sec): 3 clusters
  Score: Raw -1003110.093098 + Penalty 4360.878589 = -998749.214509
  nChanged 294
		SP:Iteration 5Q (115254.430000 sec): 3 clusters
  Score: Raw -1003278.941378 + Penalty 4360.878589 = -998918.062789
  nChanged 249
		SP:Iteration 6Q (115254.610000 sec): 3 clusters
  Score: Raw -1003443.250195 + Penalty 4360.878589 = -999082.371606
  nChanged 243
		SP:Iteration 7Q (115254.830000 sec): 3 clusters
  Score: Raw -1003590.694212 + Penalty 4360.878589 = -999229.815623
  nChanged 207
		SP:Iteration 8Q (115255.010000 sec): 3 clusters
  Score: Raw -1003733.692529 + Penalty 4360.878589 = -999372.813940
  nChanged 192
		SP:Iteration 9Q (115255.220000 sec): 3 clusters
  Score: Raw -1003855.457656 + Penalty 4360.878589 = -999494.579067
  nChanged 177
		SP:Iteration 10Q (115255.440000 sec): 3 clusters
  Score: Raw -1003977.571388 + Penalty 4360.878589 = -999616.692799
  nChanged 161
		SP:Iteration 11Q (115255.720000 sec): 3 clusters
  Score: Raw -1004084.093308 + Penalty 4360.878589 = -999723.214719
  nChanged 173
		SP:Iteration 12Q (115255.950000 sec): 3 clusters
  Score: Raw -1004200.471303 + Penalty 4360.878589 = -999839.592714
  nChanged 151
		SP:Iteration 13Q (115256.170000 sec): 3 clusters
  Score: Raw -1004293.840596 + Penalty 4360.878589 = -999932.962007
  nChanged 148
		SP:Iteration 14Q (115256.400000 sec): 3 clusters
  Score: Raw -1004385.605033 + Penalty 4360.878589 = -1000024.726444
  nChanged 128
		SP:Iteration 15Q (115256.620000 sec): 3 clusters
  Score: Raw -1004440.983071 + Penalty 4360.878589 = -1000080.104482
  nChanged 105
		SP:Iteration 16Q (115256.820000 sec): 3 clusters
  Score: Raw -1004481.222200 + Penalty 4360.878589 = -1000120.343611
  nChanged 77
		SP:Iteration 17Q (115256.990000 sec): 3 clusters
  Score: Raw -1004511.025342 + Penalty 4360.878589 = -1000150.146753
  nChanged 65
		SP:Iteration 18Q (115257.220000 sec): 3 clusters
  Score: Raw -1004539.883602 + Penalty 4360.878589 = -1000179.005013
  nChanged 61
		SP:Iteration 19Q (115257.430000 sec): 3 clusters
  Score: Raw -1004562.124672 + Penalty 4360.878589 = -1000201.246083
  nChanged 47
		SP:Iteration 20F (115257.610000 sec): 3 clusters
  Score: Raw -1004579.856859 + Penalty 4360.878589 = -1000218.978270
  nChanged 41
		SP:Iteration 21Q (115257.770000 sec): 3 clusters
  Score: Raw -1004592.463538 + Penalty 4360.878589 = -1000231.584949
  nChanged 35
		SP:Iteration 22Q (115257.990000 sec): 3 clusters
  Score: Raw -1004604.463159 + Penalty 4360.878589 = -1000243.584570
  nChanged 33
		SP:Iteration 23Q (115258.140000 sec): 3 clusters
  Score: Raw -1004616.092549 + Penalty 4360.878589 = -1000255.213960
  nChanged 41
		SP:Iteration 24Q (115258.320000 sec): 3 clusters
  Score: Raw -1004632.268471 + Penalty 4360.878589 = -1000271.389882
  nChanged 39
		SP:Iteration 25Q (115258.530000 sec): 3 clusters
  Score: Raw -1004646.979790 + Penalty 4360.878589 = -1000286.101200
  nChanged 38
		SP:Iteration 26Q (115258.730000 sec): 3 clusters
  Score: Raw -1004659.615421 + Penalty 4360.878589 = -1000298.736832
  nChanged 33
		SP:Iteration 27Q (115258.980000 sec): 3 clusters
  Score: Raw -1004670.936582 + Penalty 4360.878589 = -1000310.057993
  nChanged 26
		SP:Iteration 28Q (115259.210000 sec): 3 clusters
  Score: Raw -1004679.683930 + Penalty 4360.878589 = -1000318.805341
  nChanged 32
		SP:Iteration 29Q (115259.440000 sec): 3 clusters
  Score: Raw -1004689.747998 + Penalty 4360.878589 = -1000328.869409
  nChanged 34
		SP:Iteration 30Q (115259.690000 sec): 3 clusters
  Score: Raw -1004700.025358 + Penalty 4360.878589 = -1000339.146769
  nChanged 34
		SP:Iteration 31Q (115259.880000 sec): 3 clusters
  Score: Raw -1004713.559318 + Penalty 4360.878589 = -1000352.680729
  nChanged 34
		SP:Iteration 32Q (115260.160000 sec): 3 clusters
  Score: Raw -1004725.236695 + Penalty 4360.878589 = -1000364.358106
  nChanged 33
		SP:Iteration 33Q (115260.390000 sec): 3 clusters
  Score: Raw -1004733.746675 + Penalty 4360.878589 = -1000372.868086
  nChanged 26
		SP:Iteration 34Q (115260.590000 sec): 3 clusters
  Score: Raw -1004741.531085 + Penalty 4360.878589 = -1000380.652496
  nChanged 25
		SP:Iteration 35Q (115260.830000 sec): 3 clusters
  Score: Raw -1004750.185538 + Penalty 4360.878589 = -1000389.306949
  nChanged 20
		SP:Iteration 36Q (115261.030000 sec): 3 clusters
  Score: Raw -1004756.197655 + Penalty 4360.878589 = -1000395.319066
  nChanged 16
		SP:Iteration 37Q (115261.310000 sec): 3 clusters
  Score: Raw -1004761.055096 + Penalty 4360.878589 = -1000400.176507
  nChanged 21
		SP:Iteration 38Q (115261.490000 sec): 3 clusters
  Score: Raw -1004767.588257 + Penalty 4360.878589 = -1000406.709668
  nChanged 21
		SP:Iteration 39Q (115261.720000 sec): 3 clusters
  Score: Raw -1004774.515106 + Penalty 4360.878589 = -1000413.636517
  nChanged 24
		SP:Iteration 40F (115261.970000 sec): 3 clusters
  Score: Raw -1004782.234093 + Penalty 4360.878589 = -1000421.355504
  nChanged 26
		SP:Iteration 41Q (115262.180000 sec): 3 clusters
  Score: Raw -1004792.832298 + Penalty 4360.878589 = -1000431.953709
  nChanged 26
		SP:Iteration 42Q (115262.370000 sec): 3 clusters
  Score: Raw -1004805.099948 + Penalty 4360.878589 = -1000444.221359
  nChanged 38
		SP:Iteration 43Q (115262.590000 sec): 3 clusters
  Score: Raw -1004818.792889 + Penalty 4360.878589 = -1000457.914300
  nChanged 31
		SP:Iteration 44Q (115262.860000 sec): 3 clusters
  Score: Raw -1004828.024656 + Penalty 4360.878589 = -1000467.146067
  nChanged 28
		SP:Iteration 45Q (115263.010000 sec): 3 clusters
  Score: Raw -1004838.047521 + Penalty 4360.878589 = -1000477.168932
  nChanged 24
		SP:Iteration 46Q (115263.300000 sec): 3 clusters
  Score: Raw -1004845.422675 + Penalty 4360.878589 = -1000484.544086
  nChanged 22
		SP:Iteration 47Q (115263.530000 sec): 3 clusters
  Score: Raw -1004852.378367 + Penalty 4360.878589 = -1000491.499778
  nChanged 23
		SP:Iteration 48Q (115263.710000 sec): 3 clusters
  Score: Raw -1004859.543958 + Penalty 4360.878589 = -1000498.665369
  nChanged 22
		SP:Iteration 49Q (115263.910000 sec): 3 clusters
  Score: Raw -1004866.107448 + Penalty 4360.878589 = -1000505.228859
  nChanged 24
		SP:Iteration 50Q (115264.110000 sec): 3 clusters
  Score: Raw -1004871.864442 + Penalty 4360.878589 = -1000510.985853
  nChanged 20
		SP:Iteration 51Q (115264.310000 sec): 3 clusters
  Score: Raw -1004878.286467 + Penalty 4360.878589 = -1000517.407878
  nChanged 25
		SP:Iteration 52Q (115264.520000 sec): 3 clusters
  Score: Raw -1004884.775838 + Penalty 4360.878589 = -1000523.897249
  nChanged 25
		SP:Iteration 53Q (115264.720000 sec): 3 clusters
  Score: Raw -1004890.779466 + Penalty 4360.878589 = -1000529.900877
  nChanged 24
		SP:Iteration 54Q (115264.910000 sec): 3 clusters
  Score: Raw -1004897.110261 + Penalty 4360.878589 = -1000536.231672
  nChanged 26
		SP:Iteration 55Q (115265.130000 sec): 3 clusters
  Score: Raw -1004904.545598 + Penalty 4360.878589 = -1000543.667009
  nChanged 21
		SP:Iteration 56Q (115265.320000 sec): 3 clusters
  Score: Raw -1004910.186742 + Penalty 4360.878589 = -1000549.308153
  nChanged 20
		SP:Iteration 57Q (115265.450000 sec): 3 clusters
  Score: Raw -1004915.521909 + Penalty 4360.878589 = -1000554.643320
  nChanged 17
		SP:Iteration 58Q (115265.650000 sec): 3 clusters
  Score: Raw -1004921.168970 + Penalty 4360.878589 = -1000560.290381
  nChanged 19
		SP:Iteration 59Q (115265.790000 sec): 3 clusters
  Score: Raw -1004926.866231 + Penalty 4360.878589 = -1000565.987642
  nChanged 11
		SP:Iteration 60F (115265.970000 sec): 3 clusters
  Score: Raw -1004929.324167 + Penalty 4360.878589 = -1000568.445578
  nChanged 11
		SP:Iteration 61Q (115266.130000 sec): 3 clusters
  Score: Raw -1004932.378664 + Penalty 4360.878589 = -1000571.500075
  nChanged 15
		SP:Iteration 62Q (115266.330000 sec): 3 clusters
  Score: Raw -1004936.662383 + Penalty 4360.878589 = -1000575.783793
  nChanged 17
		SP:Iteration 63Q (115266.470000 sec): 3 clusters
  Score: Raw -1004941.089563 + Penalty 4360.878589 = -1000580.210974
  nChanged 18
		SP:Iteration 64Q (115266.680000 sec): 3 clusters
  Score: Raw -1004947.924939 + Penalty 4360.878589 = -1000587.046350
  nChanged 17
		SP:Iteration 65Q (115266.810000 sec): 3 clusters
  Score: Raw -1004954.028256 + Penalty 4360.878589 = -1000593.149667
  nChanged 19
		SP:Iteration 66Q (115266.990000 sec): 3 clusters
  Score: Raw -1004959.102001 + Penalty 4360.878589 = -1000598.223412
  nChanged 15
		SP:Iteration 67Q (115267.140000 sec): 3 clusters
  Score: Raw -1004962.345092 + Penalty 4360.878589 = -1000601.466503
  nChanged 13
		SP:Iteration 68Q (115267.310000 sec): 3 clusters
  Score: Raw -1004965.640877 + Penalty 4360.878589 = -1000604.762288
  nChanged 14
		SP:Iteration 69Q (115267.470000 sec): 3 clusters
  Score: Raw -1004968.924475 + Penalty 4360.878589 = -1000608.045886
  nChanged 14
		SP:Iteration 70Q (115267.700000 sec): 3 clusters
  Score: Raw -1004972.893305 + Penalty 4360.878589 = -1000612.014716
  nChanged 19
		SP:Iteration 71Q (115267.850000 sec): 3 clusters
  Score: Raw -1004976.975006 + Penalty 4360.878589 = -1000616.096417
  nChanged 12
		SP:Iteration 72Q (115268.030000 sec): 3 clusters
  Score: Raw -1004979.549643 + Penalty 4360.878589 = -1000618.671054
  nChanged 14
		SP:Iteration 73Q (115268.210000 sec): 3 clusters
  Score: Raw -1004983.169605 + Penalty 4360.878589 = -1000622.291016
  nChanged 8
		SP:Iteration 74Q (115268.430000 sec): 3 clusters
  Score: Raw -1004985.538487 + Penalty 4360.878589 = -1000624.659898
  nChanged 7
		SP:Iteration 75Q (115268.650000 sec): 3 clusters
  Score: Raw -1004987.607405 + Penalty 4360.878589 = -1000626.728816
  nChanged 4
		SP:Iteration 76Q (115268.850000 sec): 3 clusters
  Score: Raw -1004988.062158 + Penalty 4360.878589 = -1000627.183569
  nChanged 3
		SP:Iteration 77Q (115269.010000 sec): 3 clusters
  Score: Raw -1004988.778187 + Penalty 4360.878589 = -1000627.899598
  nChanged 5
		SP:Iteration 78Q (115269.230000 sec): 3 clusters
  Score: Raw -1004989.728790 + Penalty 4360.878589 = -1000628.850201
  nChanged 6
		SP:Iteration 79Q (115269.440000 sec): 3 clusters
  Score: Raw -1004990.975982 + Penalty 4360.878589 = -1000630.097393
  nChanged 4
		SP:Iteration 80F (115269.640000 sec): 3 clusters
  Score: Raw -1004992.033930 + Penalty 4360.878589 = -1000631.155341
  nChanged 2
		SP:Iteration 81Q (115269.850000 sec): 3 clusters
  Score: Raw -1004992.344807 + Penalty 4360.878589 = -1000631.466218
  nChanged 5
		SP:Iteration 82Q (115270.010000 sec): 3 clusters
  Score: Raw -1004993.737841 + Penalty 4360.878589 = -1000632.859252
  nChanged 2
		SP:Iteration 83Q (115270.240000 sec): 3 clusters
  Score: Raw -1004994.167836 + Penalty 4360.878589 = -1000633.289247
  nChanged 2
		SP:Iteration 84Q (115270.450000 sec): 3 clusters
  Score: Raw -1004994.545752 + Penalty 4360.878589 = -1000633.667163
  nChanged 1
		SP:Iteration 85Q (115270.670000 sec): 3 clusters
  Score: Raw -1004994.741254 + Penalty 4360.878589 = -1000633.862665
  nChanged 1
		SP:Iteration 86Q (115270.850000 sec): 3 clusters
  Score: Raw -1004994.851622 + Penalty 4360.878589 = -1000633.973033
  nChanged 1
		SP:Iteration 87Q (115271.050000 sec): 3 clusters
  Score: Raw -1004994.909942 + Penalty 4360.878589 = -1000634.031353
  nChanged 3
		SP:Iteration 88Q (115271.250000 sec): 3 clusters
  Score: Raw -1004995.590361 + Penalty 4360.878589 = -1000634.711772
  nChanged 1
		SP:Iteration 89Q (115271.450000 sec): 3 clusters
  Score: Raw -1004995.714025 + Penalty 4360.878589 = -1000634.835436
  nChanged 1
		SP:Iteration 90Q (115271.550000 sec): 3 clusters
  Score: Raw -1004995.878493 + Penalty 4360.878589 = -1000634.999904
  nChanged 1
		SP:Iteration 91Q (115271.660000 sec): 3 clusters
  Score: Raw -1004995.984607 + Penalty 4360.878589 = -1000635.106017
  nChanged 0
		SP:Iteration 92F (115271.810000 sec): 3 clusters
  Score: Raw -1004995.984607 + Penalty 4360.878589 = -1000635.106017
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 32 (4643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115271.930000 sec): 2 clusters
  Score: Raw -715737.364481 + Penalty 2093.892765 = -713643.471716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115272.090000 sec): 3 clusters
  Score: Raw -713560.175348 + Penalty 4187.785530 = -709372.389818
  nChanged 1734
		SP:Iteration 1F (115272.180000 sec): 3 clusters
  Score: Raw -714706.728109 + Penalty 4187.785530 = -710518.942579
  nChanged 412
		SP:Iteration 2F (115272.300000 sec): 3 clusters
  Score: Raw -715083.080608 + Penalty 4187.785530 = -710895.295078
  nChanged 346
		SP:Iteration 3F (115272.420000 sec): 3 clusters
  Score: Raw -715403.165393 + Penalty 4187.785530 = -711215.379863
  nChanged 291
		SP:Iteration 4F (115272.600000 sec): 3 clusters
  Score: Raw -715682.388849 + Penalty 4187.785530 = -711494.603319
  nChanged 233
		SP:Iteration 5F (115272.770000 sec): 3 clusters
  Score: Raw -715886.895489 + Penalty 4187.785530 = -711699.109959
  nChanged 186
		SP:Iteration 6Q (115272.950000 sec): 3 clusters
  Score: Raw -716070.213895 + Penalty 4187.785530 = -711882.428365
  nChanged 151
		SP:Iteration 7Q (115273.170000 sec): 3 clusters
  Score: Raw -716206.844177 + Penalty 4187.785530 = -712019.058647
  nChanged 120
		SP:Iteration 8Q (115273.390000 sec): 3 clusters
  Score: Raw -716324.666821 + Penalty 4187.785530 = -712136.881291
  nChanged 108
		SP:Iteration 9Q (115273.620000 sec): 3 clusters
  Score: Raw -716428.446448 + Penalty 4187.785530 = -712240.660918
  nChanged 96
		SP:Iteration 10Q (115273.760000 sec): 3 clusters
  Score: Raw -716519.981682 + Penalty 4187.785530 = -712332.196152
  nChanged 107
		SP:Iteration 11Q (115273.960000 sec): 3 clusters
  Score: Raw -716612.069137 + Penalty 4187.785530 = -712424.283606
  nChanged 113
		SP:Iteration 12Q (115274.020000 sec): 3 clusters
  Score: Raw -716718.314225 + Penalty 4187.785530 = -712530.528695
  nChanged 104
		SP:Iteration 13Q (115274.250000 sec): 3 clusters
  Score: Raw -716804.100836 + Penalty 4187.785530 = -712616.315306
  nChanged 102
		SP:Iteration 14Q (115274.400000 sec): 3 clusters
  Score: Raw -716880.908400 + Penalty 4187.785530 = -712693.122870
  nChanged 86
		SP:Iteration 15Q (115274.590000 sec): 3 clusters
  Score: Raw -716949.915869 + Penalty 4187.785530 = -712762.130338
  nChanged 87
		SP:Iteration 16Q (115274.780000 sec): 3 clusters
  Score: Raw -717030.524326 + Penalty 4187.785530 = -712842.738796
  nChanged 85
		SP:Iteration 17Q (115274.960000 sec): 3 clusters
  Score: Raw -717124.598705 + Penalty 4187.785530 = -712936.813174
  nChanged 97
		SP:Iteration 18Q (115275.200000 sec): 3 clusters
  Score: Raw -717274.279312 + Penalty 4187.785530 = -713086.493782
  nChanged 104
		SP:Iteration 19Q (115275.370000 sec): 3 clusters
  Score: Raw -717567.335240 + Penalty 4187.785530 = -713379.549710
  nChanged 116
		SP:Iteration 20F (115275.510000 sec): 3 clusters
  Score: Raw -717878.328785 + Penalty 4187.785530 = -713690.543255
  nChanged 67
		SP:Iteration 21Q (115275.660000 sec): 3 clusters
  Score: Raw -717976.423575 + Penalty 4187.785530 = -713788.638045
  nChanged 52
		SP:Iteration 22Q (115275.860000 sec): 3 clusters
  Score: Raw -718025.686883 + Penalty 4187.785530 = -713837.901353
  nChanged 30
		SP:Iteration 23Q (115276.000000 sec): 3 clusters
  Score: Raw -718042.074073 + Penalty 4187.785530 = -713854.288543
  nChanged 8
		SP:Iteration 24Q (115276.180000 sec): 3 clusters
  Score: Raw -718045.454032 + Penalty 4187.785530 = -713857.668502
  nChanged 7
		SP:Iteration 25Q (115276.300000 sec): 3 clusters
  Score: Raw -718047.763961 + Penalty 4187.785530 = -713859.978431
  nChanged 5
		SP:Iteration 26Q (115276.500000 sec): 3 clusters
  Score: Raw -718049.762904 + Penalty 4187.785530 = -713861.977374
  nChanged 2
		SP:Iteration 27Q (115276.650000 sec): 3 clusters
  Score: Raw -718050.248797 + Penalty 4187.785530 = -713862.463267
  nChanged 0
		SP:Iteration 28F (115276.810000 sec): 3 clusters
  Score: Raw -718050.248797 + Penalty 4187.785530 = -713862.463267
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 33 (288877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115278.800000 sec): 2 clusters
  Score: Raw -44785893.453654 + Penalty 3118.291555 = -44782775.162099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115280.980000 sec): 3 clusters
  Score: Raw -44594580.261289 + Penalty 6236.583110 = -44588343.678179
  nChanged 139798
		SP:Iteration 1F (115283.090000 sec): 3 clusters
  Score: Raw -44678022.207790 + Penalty 6236.583110 = -44671785.624680
  nChanged 9639
		SP:Iteration 2Q (115285.780000 sec): 3 clusters
  Score: Raw -44681092.281322 + Penalty 6236.583110 = -44674855.698212
  nChanged 11972
		SP:Iteration 3Q (115288.500000 sec): 3 clusters
  Score: Raw -44686057.596633 + Penalty 6236.583110 = -44679821.013522
  nChanged 15005
		SP:Iteration 4F (115291.020000 sec): 3 clusters
  Score: Raw -44693786.199578 + Penalty 6236.583110 = -44687549.616467
  nChanged 18203
		SP:Iteration 5F (115293.520000 sec): 3 clusters
  Score: Raw -44704671.246825 + Penalty 6236.583110 = -44698434.663714
  nChanged 20348
		SP:Iteration 6F (115295.520000 sec): 3 clusters
  Score: Raw -44718495.666274 + Penalty 6236.583110 = -44712259.083164
  nChanged 21083
		SP:Iteration 7F (115297.500000 sec): 3 clusters
  Score: Raw -44734661.154841 + Penalty 6236.583110 = -44728424.571731
  nChanged 19526
		SP:Iteration 8F (115299.620000 sec): 3 clusters
  Score: Raw -44750876.048148 + Penalty 6236.583110 = -44744639.465038
  nChanged 15932
		SP:Iteration 9F (115301.620000 sec): 3 clusters
  Score: Raw -44764728.989016 + Penalty 6236.583110 = -44758492.405906
  nChanged 11192
		SP:Iteration 10Q (115303.840000 sec): 3 clusters
  Score: Raw -44774499.481796 + Penalty 6236.583110 = -44768262.898685
  nChanged 7269
		SP:Iteration 11Q (115305.870000 sec): 3 clusters
  Score: Raw -44780595.969734 + Penalty 6236.583110 = -44774359.386624
  nChanged 4620
		SP:Iteration 12Q (115307.890000 sec): 3 clusters
  Score: Raw -44783999.253172 + Penalty 6236.583110 = -44777762.670062
  nChanged 3174
		SP:Iteration 13Q (115309.830000 sec): 3 clusters
  Score: Raw -44786111.078908 + Penalty 6236.583110 = -44779874.495797
  nChanged 2294
		SP:Iteration 14Q (115311.880000 sec): 3 clusters
  Score: Raw -44787529.985775 + Penalty 6236.583110 = -44781293.402665
  nChanged 1722
		SP:Iteration 15Q (115313.870000 sec): 3 clusters
  Score: Raw -44788508.627805 + Penalty 6236.583110 = -44782272.044694
  nChanged 1316
		SP:Iteration 16Q (115315.740000 sec): 3 clusters
  Score: Raw -44789173.898088 + Penalty 6236.583110 = -44782937.314977
  nChanged 1013
		SP:Iteration 17Q (115317.730000 sec): 3 clusters
  Score: Raw -44789620.723794 + Penalty 6236.583110 = -44783384.140684
  nChanged 771
		SP:Iteration 18Q (115319.530000 sec): 3 clusters
  Score: Raw -44789924.748977 + Penalty 6236.583110 = -44783688.165867
  nChanged 616
		SP:Iteration 19Q (115321.390000 sec): 3 clusters
  Score: Raw -44790141.115869 + Penalty 6236.583110 = -44783904.532758
  nChanged 519
		SP:Iteration 20F (115323.510000 sec): 3 clusters
  Score: Raw -44790311.347338 + Penalty 6236.583110 = -44784074.764227
  nChanged 421
		SP:Iteration 21Q (115325.470000 sec): 3 clusters
  Score: Raw -44790439.109104 + Penalty 6236.583110 = -44784202.525993
  nChanged 347
		SP:Iteration 22Q (115327.450000 sec): 3 clusters
  Score: Raw -44790532.567303 + Penalty 6236.583110 = -44784295.984192
  nChanged 278
		SP:Iteration 23Q (115329.460000 sec): 3 clusters
  Score: Raw -44790598.246554 + Penalty 6236.583110 = -44784361.663444
  nChanged 214
		SP:Iteration 24Q (115331.080000 sec): 3 clusters
  Score: Raw -44790641.005023 + Penalty 6236.583110 = -44784404.421912
  nChanged 163
		SP:Iteration 25Q (115332.640000 sec): 3 clusters
  Score: Raw -44790671.056664 + Penalty 6236.583110 = -44784434.473554
  nChanged 124
		SP:Iteration 26Q (115334.190000 sec): 3 clusters
  Score: Raw -44790692.867387 + Penalty 6236.583110 = -44784456.284277
  nChanged 118
		SP:Iteration 27Q (115335.770000 sec): 3 clusters
  Score: Raw -44790712.441126 + Penalty 6236.583110 = -44784475.858015
  nChanged 104
		SP:Iteration 28Q (115337.460000 sec): 3 clusters
  Score: Raw -44790730.087309 + Penalty 6236.583110 = -44784493.504199
  nChanged 94
		SP:Iteration 29Q (115339.250000 sec): 3 clusters
  Score: Raw -44790744.256851 + Penalty 6236.583110 = -44784507.673741
  nChanged 80
		SP:Iteration 30Q (115341.010000 sec): 3 clusters
  Score: Raw -44790754.125986 + Penalty 6236.583110 = -44784517.542875
  nChanged 58
		SP:Iteration 31Q (115343.080000 sec): 3 clusters
  Score: Raw -44790759.789279 + Penalty 6236.583110 = -44784523.206168
  nChanged 35
		SP:Iteration 32Q (115344.920000 sec): 3 clusters
  Score: Raw -44790762.478412 + Penalty 6236.583110 = -44784525.895302
  nChanged 31
		SP:Iteration 33Q (115346.800000 sec): 3 clusters
  Score: Raw -44790765.101689 + Penalty 6236.583110 = -44784528.518579
  nChanged 21
		SP:Iteration 34Q (115348.650000 sec): 3 clusters
  Score: Raw -44790767.077350 + Penalty 6236.583110 = -44784530.494239
  nChanged 14
		SP:Iteration 35Q (115350.760000 sec): 3 clusters
  Score: Raw -44790768.556501 + Penalty 6236.583110 = -44784531.973391
  nChanged 18
		SP:Iteration 36Q (115352.590000 sec): 3 clusters
  Score: Raw -44790770.144039 + Penalty 6236.583110 = -44784533.560928
  nChanged 13
		SP:Iteration 37Q (115354.610000 sec): 3 clusters
  Score: Raw -44790770.954383 + Penalty 6236.583110 = -44784534.371273
  nChanged 7
		SP:Iteration 38Q (115356.440000 sec): 3 clusters
  Score: Raw -44790771.250424 + Penalty 6236.583110 = -44784534.667314
  nChanged 2
		SP:Iteration 39Q (115358.310000 sec): 3 clusters
  Score: Raw -44790771.366802 + Penalty 6236.583110 = -44784534.783691
  nChanged 3
		SP:Iteration 40F (115360.530000 sec): 3 clusters
  Score: Raw -44790771.578466 + Penalty 6236.583110 = -44784534.995356
  nChanged 4
		SP:Iteration 41Q (115362.570000 sec): 3 clusters
  Score: Raw -44790771.820272 + Penalty 6236.583110 = -44784535.237161
  nChanged 0
		SP:Iteration 42F (115364.800000 sec): 3 clusters
  Score: Raw -44790771.820272 + Penalty 6236.583110 = -44784535.237161
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 34 (13123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115365.020000 sec): 2 clusters
  Score: Raw -2032976.731272 + Penalty 2351.566180 = -2030625.165092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115365.360000 sec): 3 clusters
  Score: Raw -2025706.934074 + Penalty 4703.132361 = -2021003.801713
  nChanged 5570
		SP:Iteration 1F (115365.650000 sec): 3 clusters
  Score: Raw -2028778.497314 + Penalty 4703.132361 = -2024075.364953
  nChanged 984
		SP:Iteration 2F (115365.940000 sec): 3 clusters
  Score: Raw -2029420.577908 + Penalty 4703.132361 = -2024717.445547
  nChanged 898
		SP:Iteration 3F (115366.240000 sec): 3 clusters
  Score: Raw -2030143.613657 + Penalty 4703.132361 = -2025440.481296
  nChanged 976
		SP:Iteration 4F (115366.530000 sec): 3 clusters
  Score: Raw -2030996.349426 + Penalty 4703.132361 = -2026293.217066
  nChanged 954
		SP:Iteration 5F (115366.820000 sec): 3 clusters
  Score: Raw -2031728.806076 + Penalty 4703.132361 = -2027025.673715
  nChanged 744
		SP:Iteration 6F (115367.120000 sec): 3 clusters
  Score: Raw -2032188.357168 + Penalty 4703.132361 = -2027485.224808
  nChanged 562
		SP:Iteration 7Q (115367.410000 sec): 3 clusters
  Score: Raw -2032478.022859 + Penalty 4703.132361 = -2027774.890498
  nChanged 463
		SP:Iteration 8Q (115367.700000 sec): 3 clusters
  Score: Raw -2032685.782188 + Penalty 4703.132361 = -2027982.649827
  nChanged 357
		SP:Iteration 9Q (115367.990000 sec): 3 clusters
  Score: Raw -2032814.026604 + Penalty 4703.132361 = -2028110.894243
  nChanged 265
		SP:Iteration 10Q (115368.280000 sec): 3 clusters
  Score: Raw -2032904.638909 + Penalty 4703.132361 = -2028201.506548
  nChanged 230
		SP:Iteration 11Q (115368.570000 sec): 3 clusters
  Score: Raw -2032989.196924 + Penalty 4703.132361 = -2028286.064564
  nChanged 215
		SP:Iteration 12Q (115368.860000 sec): 3 clusters
  Score: Raw -2033071.636788 + Penalty 4703.132361 = -2028368.504428
  nChanged 189
		SP:Iteration 13Q (115369.150000 sec): 3 clusters
  Score: Raw -2033137.587410 + Penalty 4703.132361 = -2028434.455049
  nChanged 171
		SP:Iteration 14Q (115369.440000 sec): 3 clusters
  Score: Raw -2033200.882889 + Penalty 4703.132361 = -2028497.750528
  nChanged 166
		SP:Iteration 15Q (115369.780000 sec): 3 clusters
  Score: Raw -2033259.785240 + Penalty 4703.132361 = -2028556.652879
  nChanged 149
		SP:Iteration 16Q (115370.030000 sec): 3 clusters
  Score: Raw -2033307.246618 + Penalty 4703.132361 = -2028604.114258
  nChanged 138
		SP:Iteration 17Q (115370.330000 sec): 3 clusters
  Score: Raw -2033353.792848 + Penalty 4703.132361 = -2028650.660487
  nChanged 133
		SP:Iteration 18Q (115370.620000 sec): 3 clusters
  Score: Raw -2033402.912456 + Penalty 4703.132361 = -2028699.780095
  nChanged 133
		SP:Iteration 19Q (115370.910000 sec): 3 clusters
  Score: Raw -2033448.993472 + Penalty 4703.132361 = -2028745.861111
  nChanged 102
		SP:Iteration 20F (115371.210000 sec): 3 clusters
  Score: Raw -2033482.206315 + Penalty 4703.132361 = -2028779.073955
  nChanged 85
		SP:Iteration 21Q (115371.510000 sec): 3 clusters
  Score: Raw -2033506.486659 + Penalty 4703.132361 = -2028803.354299
  nChanged 78
		SP:Iteration 22Q (115371.800000 sec): 3 clusters
  Score: Raw -2033530.078713 + Penalty 4703.132361 = -2028826.946352
  nChanged 78
		SP:Iteration 23Q (115372.100000 sec): 3 clusters
  Score: Raw -2033550.960111 + Penalty 4703.132361 = -2028847.827751
  nChanged 53
		SP:Iteration 24Q (115372.390000 sec): 3 clusters
  Score: Raw -2033563.910798 + Penalty 4703.132361 = -2028860.778438
  nChanged 54
		SP:Iteration 25Q (115372.680000 sec): 3 clusters
  Score: Raw -2033576.381544 + Penalty 4703.132361 = -2028873.249183
  nChanged 40
		SP:Iteration 26Q (115372.980000 sec): 3 clusters
  Score: Raw -2033585.918959 + Penalty 4703.132361 = -2028882.786599
  nChanged 27
		SP:Iteration 27Q (115373.270000 sec): 3 clusters
  Score: Raw -2033591.829960 + Penalty 4703.132361 = -2028888.697599
  nChanged 37
		SP:Iteration 28Q (115373.570000 sec): 3 clusters
  Score: Raw -2033601.289660 + Penalty 4703.132361 = -2028898.157299
  nChanged 30
		SP:Iteration 29Q (115373.870000 sec): 3 clusters
  Score: Raw -2033610.830168 + Penalty 4703.132361 = -2028907.697808
  nChanged 36
		SP:Iteration 30Q (115374.160000 sec): 3 clusters
  Score: Raw -2033621.059881 + Penalty 4703.132361 = -2028917.927520
  nChanged 33
		SP:Iteration 31Q (115374.450000 sec): 3 clusters
  Score: Raw -2033629.968597 + Penalty 4703.132361 = -2028926.836236
  nChanged 39
		SP:Iteration 32Q (115374.750000 sec): 3 clusters
  Score: Raw -2033640.388126 + Penalty 4703.132361 = -2028937.255766
  nChanged 34
		SP:Iteration 33Q (115375.050000 sec): 3 clusters
  Score: Raw -2033648.064023 + Penalty 4703.132361 = -2028944.931663
  nChanged 29
		SP:Iteration 34Q (115375.340000 sec): 3 clusters
  Score: Raw -2033655.017443 + Penalty 4703.132361 = -2028951.885083
  nChanged 25
		SP:Iteration 35Q (115375.640000 sec): 3 clusters
  Score: Raw -2033661.367254 + Penalty 4703.132361 = -2028958.234894
  nChanged 31
		SP:Iteration 36Q (115375.930000 sec): 3 clusters
  Score: Raw -2033670.783869 + Penalty 4703.132361 = -2028967.651508
  nChanged 33
		SP:Iteration 37Q (115376.230000 sec): 3 clusters
  Score: Raw -2033680.346219 + Penalty 4703.132361 = -2028977.213859
  nChanged 22
		SP:Iteration 38Q (115376.530000 sec): 3 clusters
  Score: Raw -2033685.366312 + Penalty 4703.132361 = -2028982.233951
  nChanged 14
		SP:Iteration 39Q (115376.820000 sec): 3 clusters
  Score: Raw -2033689.548862 + Penalty 4703.132361 = -2028986.416501
  nChanged 15
		SP:Iteration 40F (115377.110000 sec): 3 clusters
  Score: Raw -2033693.352861 + Penalty 4703.132361 = -2028990.220500
  nChanged 17
		SP:Iteration 41Q (115377.410000 sec): 3 clusters
  Score: Raw -2033696.894176 + Penalty 4703.132361 = -2028993.761815
  nChanged 9
		SP:Iteration 42Q (115377.710000 sec): 3 clusters
  Score: Raw -2033699.014686 + Penalty 4703.132361 = -2028995.882326
  nChanged 13
		SP:Iteration 43Q (115378.000000 sec): 3 clusters
  Score: Raw -2033702.257476 + Penalty 4703.132361 = -2028999.125115
  nChanged 12
		SP:Iteration 44Q (115378.300000 sec): 3 clusters
  Score: Raw -2033705.317132 + Penalty 4703.132361 = -2029002.184771
  nChanged 13
		SP:Iteration 45Q (115378.590000 sec): 3 clusters
  Score: Raw -2033709.606713 + Penalty 4703.132361 = -2029006.474352
  nChanged 20
		SP:Iteration 46Q (115378.890000 sec): 3 clusters
  Score: Raw -2033714.367379 + Penalty 4703.132361 = -2029011.235018
  nChanged 18
		SP:Iteration 47Q (115379.180000 sec): 3 clusters
  Score: Raw -2033718.506927 + Penalty 4703.132361 = -2029015.374566
  nChanged 13
		SP:Iteration 48Q (115379.480000 sec): 3 clusters
  Score: Raw -2033721.372786 + Penalty 4703.132361 = -2029018.240425
  nChanged 8
		SP:Iteration 49Q (115379.770000 sec): 3 clusters
  Score: Raw -2033723.144679 + Penalty 4703.132361 = -2029020.012318
  nChanged 6
		SP:Iteration 50Q (115380.070000 sec): 3 clusters
  Score: Raw -2033724.470506 + Penalty 4703.132361 = -2029021.338146
  nChanged 9
		SP:Iteration 51Q (115380.370000 sec): 3 clusters
  Score: Raw -2033726.314279 + Penalty 4703.132361 = -2029023.181919
  nChanged 4
		SP:Iteration 52Q (115380.660000 sec): 3 clusters
  Score: Raw -2033727.310010 + Penalty 4703.132361 = -2029024.177649
  nChanged 7
		SP:Iteration 53Q (115380.950000 sec): 3 clusters
  Score: Raw -2033729.683435 + Penalty 4703.132361 = -2029026.551074
  nChanged 6
		SP:Iteration 54Q (115381.250000 sec): 3 clusters
  Score: Raw -2033730.761119 + Penalty 4703.132361 = -2029027.628758
  nChanged 4
		SP:Iteration 55Q (115381.550000 sec): 3 clusters
  Score: Raw -2033731.300003 + Penalty 4703.132361 = -2029028.167642
  nChanged 2
		SP:Iteration 56Q (115381.840000 sec): 3 clusters
  Score: Raw -2033731.572382 + Penalty 4703.132361 = -2029028.440021
  nChanged 3
		SP:Iteration 57Q (115382.140000 sec): 3 clusters
  Score: Raw -2033731.960705 + Penalty 4703.132361 = -2029028.828344
  nChanged 3
		SP:Iteration 58Q (115382.430000 sec): 3 clusters
  Score: Raw -2033732.763131 + Penalty 4703.132361 = -2029029.630770
  nChanged 4
		SP:Iteration 59Q (115382.730000 sec): 3 clusters
  Score: Raw -2033734.068901 + Penalty 4703.132361 = -2029030.936541
  nChanged 5
		SP:Iteration 60F (115383.020000 sec): 3 clusters
  Score: Raw -2033735.798157 + Penalty 4703.132361 = -2029032.665796
  nChanged 9
		SP:Iteration 61Q (115383.320000 sec): 3 clusters
  Score: Raw -2033738.578649 + Penalty 4703.132361 = -2029035.446288
  nChanged 8
		SP:Iteration 62Q (115383.610000 sec): 3 clusters
  Score: Raw -2033740.318472 + Penalty 4703.132361 = -2029037.186111
  nChanged 5
		SP:Iteration 63Q (115383.910000 sec): 3 clusters
  Score: Raw -2033741.877928 + Penalty 4703.132361 = -2029038.745567
  nChanged 9
		SP:Iteration 64Q (115384.210000 sec): 3 clusters
  Score: Raw -2033745.175215 + Penalty 4703.132361 = -2029042.042855
  nChanged 11
		SP:Iteration 65Q (115384.500000 sec): 3 clusters
  Score: Raw -2033748.316618 + Penalty 4703.132361 = -2029045.184257
  nChanged 8
		SP:Iteration 66Q (115384.790000 sec): 3 clusters
  Score: Raw -2033749.718101 + Penalty 4703.132361 = -2029046.585740
  nChanged 3
		SP:Iteration 67Q (115385.090000 sec): 3 clusters
  Score: Raw -2033750.344499 + Penalty 4703.132361 = -2029047.212139
  nChanged 4
		SP:Iteration 68Q (115385.390000 sec): 3 clusters
  Score: Raw -2033750.997020 + Penalty 4703.132361 = -2029047.864659
  nChanged 5
		SP:Iteration 69Q (115385.670000 sec): 3 clusters
  Score: Raw -2033751.960693 + Penalty 4703.132361 = -2029048.828332
  nChanged 5
		SP:Iteration 70Q (115385.860000 sec): 3 clusters
  Score: Raw -2033753.356196 + Penalty 4703.132361 = -2029050.223836
  nChanged 2
		SP:Iteration 71Q (115386.130000 sec): 3 clusters
  Score: Raw -2033754.085919 + Penalty 4703.132361 = -2029050.953558
  nChanged 3
		SP:Iteration 72Q (115386.370000 sec): 3 clusters
  Score: Raw -2033754.759312 + Penalty 4703.132361 = -2029051.626951
  nChanged 1
		SP:Iteration 73Q (115386.620000 sec): 3 clusters
  Score: Raw -2033754.940535 + Penalty 4703.132361 = -2029051.808175
  nChanged 1
		SP:Iteration 74Q (115386.920000 sec): 3 clusters
  Score: Raw -2033755.069674 + Penalty 4703.132361 = -2029051.937313
  nChanged 1
		SP:Iteration 75Q (115387.170000 sec): 3 clusters
  Score: Raw -2033755.234657 + Penalty 4703.132361 = -2029052.102296
  nChanged 1
		SP:Iteration 76Q (115387.410000 sec): 3 clusters
  Score: Raw -2033755.320527 + Penalty 4703.132361 = -2029052.188166
  nChanged 1
		SP:Iteration 77Q (115387.680000 sec): 3 clusters
  Score: Raw -2033755.528077 + Penalty 4703.132361 = -2029052.395717
  nChanged 0
		SP:Iteration 78F (115387.930000 sec): 3 clusters
  Score: Raw -2033755.528077 + Penalty 4703.132361 = -2029052.395717
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 35 (6898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115388.040000 sec): 2 clusters
  Score: Raw -1041430.829533 + Penalty 2192.068725 = -1039238.760808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115388.220000 sec): 3 clusters
  Score: Raw -1037914.428668 + Penalty 4384.137450 = -1033530.291218
  nChanged 2774
		SP:Iteration 1F (115388.400000 sec): 3 clusters
  Score: Raw -1039522.437688 + Penalty 4384.137450 = -1035138.300238
  nChanged 550
		SP:Iteration 2F (115388.560000 sec): 3 clusters
  Score: Raw -1039863.702974 + Penalty 4384.137450 = -1035479.565525
  nChanged 420
		SP:Iteration 3F (115388.750000 sec): 3 clusters
  Score: Raw -1040130.669693 + Penalty 4384.137450 = -1035746.532243
  nChanged 355
		SP:Iteration 4F (115388.950000 sec): 3 clusters
  Score: Raw -1040392.218873 + Penalty 4384.137450 = -1036008.081424
  nChanged 313
		SP:Iteration 5Q (115389.150000 sec): 3 clusters
  Score: Raw -1040613.750376 + Penalty 4384.137450 = -1036229.612926
  nChanged 324
		SP:Iteration 6Q (115389.330000 sec): 3 clusters
  Score: Raw -1040859.943871 + Penalty 4384.137450 = -1036475.806421
  nChanged 302
		SP:Iteration 7Q (115389.520000 sec): 3 clusters
  Score: Raw -1041098.152810 + Penalty 4384.137450 = -1036714.015360
  nChanged 257
		SP:Iteration 8Q (115389.720000 sec): 3 clusters
  Score: Raw -1041270.987559 + Penalty 4384.137450 = -1036886.850109
  nChanged 238
		SP:Iteration 9Q (115389.930000 sec): 3 clusters
  Score: Raw -1041427.490334 + Penalty 4384.137450 = -1037043.352885
  nChanged 220
		SP:Iteration 10Q (115390.050000 sec): 3 clusters
  Score: Raw -1041549.049642 + Penalty 4384.137450 = -1037164.912192
  nChanged 165
		SP:Iteration 11Q (115390.250000 sec): 3 clusters
  Score: Raw -1041625.124466 + Penalty 4384.137450 = -1037240.987016
  nChanged 124
		SP:Iteration 12Q (115390.410000 sec): 3 clusters
  Score: Raw -1041685.273910 + Penalty 4384.137450 = -1037301.136461
  nChanged 116
		SP:Iteration 13Q (115390.540000 sec): 3 clusters
  Score: Raw -1041736.574067 + Penalty 4384.137450 = -1037352.436617
  nChanged 111
		SP:Iteration 14Q (115390.690000 sec): 3 clusters
  Score: Raw -1041785.730012 + Penalty 4384.137450 = -1037401.592562
  nChanged 77
		SP:Iteration 15Q (115390.890000 sec): 3 clusters
  Score: Raw -1041815.337865 + Penalty 4384.137450 = -1037431.200416
  nChanged 60
		SP:Iteration 16Q (115391.070000 sec): 3 clusters
  Score: Raw -1041831.057157 + Penalty 4384.137450 = -1037446.919708
  nChanged 42
		SP:Iteration 17Q (115391.240000 sec): 3 clusters
  Score: Raw -1041843.122328 + Penalty 4384.137450 = -1037458.984878
  nChanged 32
		SP:Iteration 18Q (115391.470000 sec): 3 clusters
  Score: Raw -1041851.237594 + Penalty 4384.137450 = -1037467.100145
  nChanged 27
		SP:Iteration 19Q (115391.700000 sec): 3 clusters
  Score: Raw -1041860.632049 + Penalty 4384.137450 = -1037476.494599
  nChanged 32
		SP:Iteration 20F (115391.880000 sec): 3 clusters
  Score: Raw -1041868.209895 + Penalty 4384.137450 = -1037484.072445
  nChanged 13
		SP:Iteration 21Q (115392.100000 sec): 3 clusters
  Score: Raw -1041871.479505 + Penalty 4384.137450 = -1037487.342055
  nChanged 10
		SP:Iteration 22Q (115392.240000 sec): 3 clusters
  Score: Raw -1041873.101903 + Penalty 4384.137450 = -1037488.964453
  nChanged 7
		SP:Iteration 23Q (115392.470000 sec): 3 clusters
  Score: Raw -1041874.685412 + Penalty 4384.137450 = -1037490.547963
  nChanged 8
		SP:Iteration 24Q (115392.690000 sec): 3 clusters
  Score: Raw -1041876.452168 + Penalty 4384.137450 = -1037492.314719
  nChanged 11
		SP:Iteration 25Q (115392.850000 sec): 3 clusters
  Score: Raw -1041879.131473 + Penalty 4384.137450 = -1037494.994024
  nChanged 10
		SP:Iteration 26Q (115393.040000 sec): 3 clusters
  Score: Raw -1041881.637391 + Penalty 4384.137450 = -1037497.499942
  nChanged 8
		SP:Iteration 27Q (115393.210000 sec): 3 clusters
  Score: Raw -1041885.102901 + Penalty 4384.137450 = -1037500.965451
  nChanged 15
		SP:Iteration 28Q (115393.400000 sec): 3 clusters
  Score: Raw -1041888.042964 + Penalty 4384.137450 = -1037503.905514
  nChanged 8
		SP:Iteration 29Q (115393.600000 sec): 3 clusters
  Score: Raw -1041889.718351 + Penalty 4384.137450 = -1037505.580901
  nChanged 10
		SP:Iteration 30Q (115393.770000 sec): 3 clusters
  Score: Raw -1041892.574250 + Penalty 4384.137450 = -1037508.436800
  nChanged 10
		SP:Iteration 31Q (115393.950000 sec): 3 clusters
  Score: Raw -1041894.380701 + Penalty 4384.137450 = -1037510.243252
  nChanged 5
		SP:Iteration 32Q (115394.120000 sec): 3 clusters
  Score: Raw -1041894.890645 + Penalty 4384.137450 = -1037510.753195
  nChanged 3
		SP:Iteration 33Q (115394.310000 sec): 3 clusters
  Score: Raw -1041895.788767 + Penalty 4384.137450 = -1037511.651317
  nChanged 2
		SP:Iteration 34Q (115394.530000 sec): 3 clusters
  Score: Raw -1041896.438067 + Penalty 4384.137450 = -1037512.300617
  nChanged 3
		SP:Iteration 35Q (115394.730000 sec): 3 clusters
  Score: Raw -1041896.884776 + Penalty 4384.137450 = -1037512.747327
  nChanged 2
		SP:Iteration 36Q (115394.960000 sec): 3 clusters
  Score: Raw -1041897.425970 + Penalty 4384.137450 = -1037513.288521
  nChanged 1
		SP:Iteration 37Q (115395.170000 sec): 3 clusters
  Score: Raw -1041897.619711 + Penalty 4384.137450 = -1037513.482262
  nChanged 0
		SP:Iteration 38F (115395.360000 sec): 3 clusters
  Score: Raw -1041897.619711 + Penalty 4384.137450 = -1037513.482262
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 36 (18902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115395.590000 sec): 2 clusters
  Score: Raw -3040754.059848 + Penalty 2442.061708 = -3038311.998140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115395.850000 sec): 3 clusters
  Score: Raw -3029926.589809 + Penalty 4884.123416 = -3025042.466394
  nChanged 8212
		SP:Iteration 1F (115396.170000 sec): 3 clusters
  Score: Raw -3034197.341316 + Penalty 4884.123416 = -3029313.217901
  nChanged 983
		SP:Iteration 2F (115396.430000 sec): 3 clusters
  Score: Raw -3034559.378665 + Penalty 4884.123416 = -3029675.255250
  nChanged 853
		SP:Iteration 3Q (115396.690000 sec): 3 clusters
  Score: Raw -3034885.679898 + Penalty 4884.123416 = -3030001.556483
  nChanged 822
		SP:Iteration 4Q (115397.010000 sec): 3 clusters
  Score: Raw -3035245.951136 + Penalty 4884.123416 = -3030361.827720
  nChanged 895
		SP:Iteration 5Q (115397.260000 sec): 3 clusters
  Score: Raw -3035695.385817 + Penalty 4884.123416 = -3030811.262401
  nChanged 1022
		SP:Iteration 6F (115397.530000 sec): 3 clusters
  Score: Raw -3036322.183542 + Penalty 4884.123416 = -3031438.060127
  nChanged 1159
		SP:Iteration 7F (115397.840000 sec): 3 clusters
  Score: Raw -3037171.776814 + Penalty 4884.123416 = -3032287.653399
  nChanged 1239
		SP:Iteration 8F (115398.170000 sec): 3 clusters
  Score: Raw -3038199.789732 + Penalty 4884.123416 = -3033315.666316
  nChanged 1118
		SP:Iteration 9F (115398.470000 sec): 3 clusters
  Score: Raw -3039193.064255 + Penalty 4884.123416 = -3034308.940839
  nChanged 809
		SP:Iteration 10Q (115398.770000 sec): 3 clusters
  Score: Raw -3039922.779871 + Penalty 4884.123416 = -3035038.656455
  nChanged 499
		SP:Iteration 11Q (115399.070000 sec): 3 clusters
  Score: Raw -3040422.096013 + Penalty 4884.123416 = -3035537.972598
  nChanged 314
		SP:Iteration 12Q (115399.350000 sec): 3 clusters
  Score: Raw -3040743.977856 + Penalty 4884.123416 = -3035859.854441
  nChanged 186
		SP:Iteration 13Q (115399.550000 sec): 3 clusters
  Score: Raw -3040930.641102 + Penalty 4884.123416 = -3036046.517686
  nChanged 132
		SP:Iteration 14Q (115399.850000 sec): 3 clusters
  Score: Raw -3041047.787512 + Penalty 4884.123416 = -3036163.664097
  nChanged 89
		SP:Iteration 15Q (115400.100000 sec): 3 clusters
  Score: Raw -3041120.068659 + Penalty 4884.123416 = -3036235.945244
  nChanged 65
		SP:Iteration 16Q (115400.360000 sec): 3 clusters
  Score: Raw -3041168.441027 + Penalty 4884.123416 = -3036284.317611
  nChanged 50
		SP:Iteration 17Q (115400.630000 sec): 3 clusters
  Score: Raw -3041204.478209 + Penalty 4884.123416 = -3036320.354794
  nChanged 36
		SP:Iteration 18Q (115400.900000 sec): 3 clusters
  Score: Raw -3041225.996479 + Penalty 4884.123416 = -3036341.873063
  nChanged 25
		SP:Iteration 19Q (115401.170000 sec): 3 clusters
  Score: Raw -3041241.070639 + Penalty 4884.123416 = -3036356.947223
  nChanged 17
		SP:Iteration 20F (115401.460000 sec): 3 clusters
  Score: Raw -3041250.818424 + Penalty 4884.123416 = -3036366.695008
  nChanged 18
		SP:Iteration 21Q (115401.690000 sec): 3 clusters
  Score: Raw -3041261.986470 + Penalty 4884.123416 = -3036377.863054
  nChanged 8
		SP:Iteration 22Q (115401.940000 sec): 3 clusters
  Score: Raw -3041266.347063 + Penalty 4884.123416 = -3036382.223648
  nChanged 7
		SP:Iteration 23Q (115402.180000 sec): 3 clusters
  Score: Raw -3041271.531806 + Penalty 4884.123416 = -3036387.408390
  nChanged 10
		SP:Iteration 24Q (115402.400000 sec): 3 clusters
  Score: Raw -3041276.939527 + Penalty 4884.123416 = -3036392.816111
  nChanged 9
		SP:Iteration 25Q (115402.660000 sec): 3 clusters
  Score: Raw -3041283.073525 + Penalty 4884.123416 = -3036398.950109
  nChanged 6
		SP:Iteration 26Q (115402.910000 sec): 3 clusters
  Score: Raw -3041286.701578 + Penalty 4884.123416 = -3036402.578162
  nChanged 3
		SP:Iteration 27Q (115403.160000 sec): 3 clusters
  Score: Raw -3041287.852482 + Penalty 4884.123416 = -3036403.729066
  nChanged 1
		SP:Iteration 28Q (115403.380000 sec): 3 clusters
  Score: Raw -3041288.035849 + Penalty 4884.123416 = -3036403.912434
  nChanged 0
		SP:Iteration 29F (115403.680000 sec): 3 clusters
  Score: Raw -3041288.035849 + Penalty 4884.123416 = -3036403.912434
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 37 (34274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115403.910000 sec): 2 clusters
  Score: Raw -5588957.964687 + Penalty 2589.651297 = -5586368.313390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115404.260000 sec): 3 clusters
  Score: Raw -5568298.931919 + Penalty 5179.302595 = -5563119.629324
  nChanged 15479
		SP:Iteration 1F (115404.640000 sec): 3 clusters
  Score: Raw -5576609.919987 + Penalty 5179.302595 = -5571430.617392
  nChanged 1546
		SP:Iteration 2Q (115405.000000 sec): 3 clusters
  Score: Raw -5577067.976073 + Penalty 5179.302595 = -5571888.673478
  nChanged 1390
		SP:Iteration 3Q (115405.410000 sec): 3 clusters
  Score: Raw -5577453.990429 + Penalty 5179.302595 = -5572274.687834
  nChanged 1207
		SP:Iteration 4Q (115405.780000 sec): 3 clusters
  Score: Raw -5577779.270685 + Penalty 5179.302595 = -5572599.968090
  nChanged 1079
		SP:Iteration 5Q (115406.130000 sec): 3 clusters
  Score: Raw -5578051.274014 + Penalty 5179.302595 = -5572871.971419
  nChanged 1027
		SP:Iteration 6Q (115406.560000 sec): 3 clusters
  Score: Raw -5578296.850772 + Penalty 5179.302595 = -5573117.548177
  nChanged 918
		SP:Iteration 7Q (115406.980000 sec): 3 clusters
  Score: Raw -5578532.159319 + Penalty 5179.302595 = -5573352.856724
  nChanged 915
		SP:Iteration 8Q (115407.370000 sec): 3 clusters
  Score: Raw -5578766.704026 + Penalty 5179.302595 = -5573587.401431
  nChanged 871
		SP:Iteration 9Q (115407.760000 sec): 3 clusters
  Score: Raw -5578995.325534 + Penalty 5179.302595 = -5573816.022939
  nChanged 881
		SP:Iteration 10Q (115408.150000 sec): 3 clusters
  Score: Raw -5579248.354139 + Penalty 5179.302595 = -5574069.051544
  nChanged 889
		SP:Iteration 11Q (115408.570000 sec): 3 clusters
  Score: Raw -5579543.733383 + Penalty 5179.302595 = -5574364.430788
  nChanged 993
		SP:Iteration 12Q (115409.010000 sec): 3 clusters
  Score: Raw -5579931.574058 + Penalty 5179.302595 = -5574752.271463
  nChanged 1126
		SP:Iteration 13Q (115409.410000 sec): 3 clusters
  Score: Raw -5580430.821112 + Penalty 5179.302595 = -5575251.518518
  nChanged 1268
		SP:Iteration 14Q (115409.820000 sec): 3 clusters
  Score: Raw -5581081.211214 + Penalty 5179.302595 = -5575901.908620
  nChanged 1428
		SP:Iteration 15Q (115410.260000 sec): 3 clusters
  Score: Raw -5581908.228695 + Penalty 5179.302595 = -5576728.926100
  nChanged 1510
		SP:Iteration 16Q (115410.660000 sec): 3 clusters
  Score: Raw -5582803.154297 + Penalty 5179.302595 = -5577623.851702
  nChanged 1497
		SP:Iteration 17Q (115411.020000 sec): 3 clusters
  Score: Raw -5583577.123587 + Penalty 5179.302595 = -5578397.820992
  nChanged 1160
		SP:Iteration 18Q (115411.430000 sec): 3 clusters
  Score: Raw -5584013.609420 + Penalty 5179.302595 = -5578834.306825
  nChanged 857
		SP:Iteration 19Q (115411.810000 sec): 3 clusters
  Score: Raw -5584266.388410 + Penalty 5179.302595 = -5579087.085815
  nChanged 598
		SP:Iteration 20F (115412.220000 sec): 3 clusters
  Score: Raw -5584422.574889 + Penalty 5179.302595 = -5579243.272294
  nChanged 448
		SP:Iteration 21Q (115412.660000 sec): 3 clusters
  Score: Raw -5584539.383765 + Penalty 5179.302595 = -5579360.081170
  nChanged 402
		SP:Iteration 22Q (115413.050000 sec): 3 clusters
  Score: Raw -5584652.248370 + Penalty 5179.302595 = -5579472.945775
  nChanged 405
		SP:Iteration 23Q (115413.500000 sec): 3 clusters
  Score: Raw -5584765.157557 + Penalty 5179.302595 = -5579585.854962
  nChanged 405
		SP:Iteration 24Q (115413.910000 sec): 3 clusters
  Score: Raw -5584873.080794 + Penalty 5179.302595 = -5579693.778199
  nChanged 365
		SP:Iteration 25Q (115414.280000 sec): 3 clusters
  Score: Raw -5584966.329635 + Penalty 5179.302595 = -5579787.027040
  nChanged 341
		SP:Iteration 26Q (115414.650000 sec): 3 clusters
  Score: Raw -5585052.867818 + Penalty 5179.302595 = -5579873.565223
  nChanged 369
		SP:Iteration 27Q (115415.070000 sec): 3 clusters
  Score: Raw -5585159.006970 + Penalty 5179.302595 = -5579979.704376
  nChanged 386
		SP:Iteration 28Q (115415.490000 sec): 3 clusters
  Score: Raw -5585268.205526 + Penalty 5179.302595 = -5580088.902931
  nChanged 383
		SP:Iteration 29Q (115415.910000 sec): 3 clusters
  Score: Raw -5585365.746236 + Penalty 5179.302595 = -5580186.443641
  nChanged 379
		SP:Iteration 30Q (115416.340000 sec): 3 clusters
  Score: Raw -5585455.588593 + Penalty 5179.302595 = -5580276.285998
  nChanged 331
		SP:Iteration 31Q (115416.700000 sec): 3 clusters
  Score: Raw -5585533.484827 + Penalty 5179.302595 = -5580354.182232
  nChanged 321
		SP:Iteration 32Q (115417.120000 sec): 3 clusters
  Score: Raw -5585609.723484 + Penalty 5179.302595 = -5580430.420889
  nChanged 322
		SP:Iteration 33Q (115417.470000 sec): 3 clusters
  Score: Raw -5585685.481114 + Penalty 5179.302595 = -5580506.178519
  nChanged 302
		SP:Iteration 34Q (115417.820000 sec): 3 clusters
  Score: Raw -5585758.734833 + Penalty 5179.302595 = -5580579.432238
  nChanged 300
		SP:Iteration 35Q (115418.190000 sec): 3 clusters
  Score: Raw -5585823.455781 + Penalty 5179.302595 = -5580644.153186
  nChanged 292
		SP:Iteration 36Q (115418.540000 sec): 3 clusters
  Score: Raw -5585888.210639 + Penalty 5179.302595 = -5580708.908044
  nChanged 274
		SP:Iteration 37Q (115418.940000 sec): 3 clusters
  Score: Raw -5585943.497837 + Penalty 5179.302595 = -5580764.195243
  nChanged 236
		SP:Iteration 38Q (115419.300000 sec): 3 clusters
  Score: Raw -5585990.310492 + Penalty 5179.302595 = -5580811.007897
  nChanged 230
		SP:Iteration 39Q (115419.650000 sec): 3 clusters
  Score: Raw -5586035.630924 + Penalty 5179.302595 = -5580856.328329
  nChanged 229
		SP:Iteration 40F (115420.030000 sec): 3 clusters
  Score: Raw -5586079.599915 + Penalty 5179.302595 = -5580900.297320
  nChanged 202
		SP:Iteration 41Q (115420.470000 sec): 3 clusters
  Score: Raw -5586112.549467 + Penalty 5179.302595 = -5580933.246872
  nChanged 179
		SP:Iteration 42Q (115420.780000 sec): 3 clusters
  Score: Raw -5586141.640514 + Penalty 5179.302595 = -5580962.337919
  nChanged 164
		SP:Iteration 43Q (115421.150000 sec): 3 clusters
  Score: Raw -5586168.313418 + Penalty 5179.302595 = -5580989.010823
  nChanged 165
		SP:Iteration 44Q (115421.570000 sec): 3 clusters
  Score: Raw -5586196.040364 + Penalty 5179.302595 = -5581016.737769
  nChanged 158
		SP:Iteration 45Q (115421.970000 sec): 3 clusters
  Score: Raw -5586219.980108 + Penalty 5179.302595 = -5581040.677513
  nChanged 157
		SP:Iteration 46Q (115422.350000 sec): 3 clusters
  Score: Raw -5586243.074486 + Penalty 5179.302595 = -5581063.771891
  nChanged 142
		SP:Iteration 47Q (115422.790000 sec): 3 clusters
  Score: Raw -5586261.425446 + Penalty 5179.302595 = -5581082.122851
  nChanged 114
		SP:Iteration 48Q (115423.170000 sec): 3 clusters
  Score: Raw -5586275.365451 + Penalty 5179.302595 = -5581096.062856
  nChanged 113
		SP:Iteration 49Q (115423.580000 sec): 3 clusters
  Score: Raw -5586288.205281 + Penalty 5179.302595 = -5581108.902686
  nChanged 117
		SP:Iteration 50Q (115423.940000 sec): 3 clusters
  Score: Raw -5586302.473020 + Penalty 5179.302595 = -5581123.170425
  nChanged 113
		SP:Iteration 51Q (115424.340000 sec): 3 clusters
  Score: Raw -5586316.374459 + Penalty 5179.302595 = -5581137.071864
  nChanged 108
		SP:Iteration 52Q (115424.750000 sec): 3 clusters
  Score: Raw -5586328.033857 + Penalty 5179.302595 = -5581148.731262
  nChanged 109
		SP:Iteration 53Q (115425.140000 sec): 3 clusters
  Score: Raw -5586340.589985 + Penalty 5179.302595 = -5581161.287390
  nChanged 99
		SP:Iteration 54Q (115425.510000 sec): 3 clusters
  Score: Raw -5586351.399033 + Penalty 5179.302595 = -5581172.096438
  nChanged 103
		SP:Iteration 55Q (115425.920000 sec): 3 clusters
  Score: Raw -5586364.055353 + Penalty 5179.302595 = -5581184.752758
  nChanged 100
		SP:Iteration 56Q (115426.360000 sec): 3 clusters
  Score: Raw -5586375.084574 + Penalty 5179.302595 = -5581195.781979
  nChanged 109
		SP:Iteration 57Q (115426.750000 sec): 3 clusters
  Score: Raw -5586386.456695 + Penalty 5179.302595 = -5581207.154100
  nChanged 82
		SP:Iteration 58Q (115427.130000 sec): 3 clusters
  Score: Raw -5586394.240451 + Penalty 5179.302595 = -5581214.937856
  nChanged 69
		SP:Iteration 59Q (115427.480000 sec): 3 clusters
  Score: Raw -5586400.369753 + Penalty 5179.302595 = -5581221.067158
  nChanged 72
		SP:Iteration 60F (115427.830000 sec): 3 clusters
  Score: Raw -5586408.072329 + Penalty 5179.302595 = -5581228.769734
  nChanged 73
		SP:Iteration 61Q (115428.260000 sec): 3 clusters
  Score: Raw -5586414.883572 + Penalty 5179.302595 = -5581235.580977
  nChanged 70
		SP:Iteration 62Q (115428.620000 sec): 3 clusters
  Score: Raw -5586421.209046 + Penalty 5179.302595 = -5581241.906451
  nChanged 59
		SP:Iteration 63Q (115429.000000 sec): 3 clusters
  Score: Raw -5586426.820990 + Penalty 5179.302595 = -5581247.518395
  nChanged 56
		SP:Iteration 64Q (115429.330000 sec): 3 clusters
  Score: Raw -5586431.822787 + Penalty 5179.302595 = -5581252.520193
  nChanged 67
		SP:Iteration 65Q (115429.660000 sec): 3 clusters
  Score: Raw -5586438.727092 + Penalty 5179.302595 = -5581259.424497
  nChanged 79
		SP:Iteration 66Q (115430.040000 sec): 3 clusters
  Score: Raw -5586447.611035 + Penalty 5179.302595 = -5581268.308440
  nChanged 86
		SP:Iteration 67Q (115430.400000 sec): 3 clusters
  Score: Raw -5586457.184352 + Penalty 5179.302595 = -5581277.881757
  nChanged 92
		SP:Iteration 68Q (115430.810000 sec): 3 clusters
  Score: Raw -5586467.598955 + Penalty 5179.302595 = -5581288.296360
  nChanged 92
		SP:Iteration 69Q (115431.150000 sec): 3 clusters
  Score: Raw -5586478.404512 + Penalty 5179.302595 = -5581299.101917
  nChanged 90
		SP:Iteration 70Q (115431.490000 sec): 3 clusters
  Score: Raw -5586488.109314 + Penalty 5179.302595 = -5581308.806719
  nChanged 92
		SP:Iteration 71Q (115431.880000 sec): 3 clusters
  Score: Raw -5586498.592656 + Penalty 5179.302595 = -5581319.290062
  nChanged 92
		SP:Iteration 72Q (115432.320000 sec): 3 clusters
  Score: Raw -5586509.249902 + Penalty 5179.302595 = -5581329.947307
  nChanged 89
		SP:Iteration 73Q (115432.700000 sec): 3 clusters
  Score: Raw -5586519.877042 + Penalty 5179.302595 = -5581340.574447
  nChanged 91
		SP:Iteration 74Q (115433.060000 sec): 3 clusters
  Score: Raw -5586531.042782 + Penalty 5179.302595 = -5581351.740187
  nChanged 105
		SP:Iteration 75Q (115433.480000 sec): 3 clusters
  Score: Raw -5586545.459022 + Penalty 5179.302595 = -5581366.156428
  nChanged 120
		SP:Iteration 76Q (115433.900000 sec): 3 clusters
  Score: Raw -5586561.937121 + Penalty 5179.302595 = -5581382.634526
  nChanged 115
		SP:Iteration 77Q (115434.300000 sec): 3 clusters
  Score: Raw -5586577.346684 + Penalty 5179.302595 = -5581398.044089
  nChanged 104
		SP:Iteration 78Q (115434.690000 sec): 3 clusters
  Score: Raw -5586591.766176 + Penalty 5179.302595 = -5581412.463581
  nChanged 103
		SP:Iteration 79Q (115435.110000 sec): 3 clusters
  Score: Raw -5586605.845814 + Penalty 5179.302595 = -5581426.543219
  nChanged 109
		SP:Iteration 80F (115435.520000 sec): 3 clusters
  Score: Raw -5586621.155913 + Penalty 5179.302595 = -5581441.853318
  nChanged 104
		SP:Iteration 81Q (115435.860000 sec): 3 clusters
  Score: Raw -5586634.289551 + Penalty 5179.302595 = -5581454.986956
  nChanged 108
		SP:Iteration 82Q (115436.290000 sec): 3 clusters
  Score: Raw -5586647.027255 + Penalty 5179.302595 = -5581467.724660
  nChanged 97
		SP:Iteration 83Q (115436.670000 sec): 3 clusters
  Score: Raw -5586657.784768 + Penalty 5179.302595 = -5581478.482174
  nChanged 83
		SP:Iteration 84Q (115437.050000 sec): 3 clusters
  Score: Raw -5586667.122385 + Penalty 5179.302595 = -5581487.819790
  nChanged 83
		SP:Iteration 85Q (115437.370000 sec): 3 clusters
  Score: Raw -5586676.160413 + Penalty 5179.302595 = -5581496.857818
  nChanged 100
		SP:Iteration 86Q (115437.720000 sec): 3 clusters
  Score: Raw -5586687.205377 + Penalty 5179.302595 = -5581507.902782
  nChanged 85
		SP:Iteration 87Q (115438.080000 sec): 3 clusters
  Score: Raw -5586696.420528 + Penalty 5179.302595 = -5581517.117933
  nChanged 75
		SP:Iteration 88Q (115438.470000 sec): 3 clusters
  Score: Raw -5586704.790321 + Penalty 5179.302595 = -5581525.487726
  nChanged 79
		SP:Iteration 89Q (115438.850000 sec): 3 clusters
  Score: Raw -5586713.832060 + Penalty 5179.302595 = -5581534.529465
  nChanged 80
		SP:Iteration 90Q (115439.230000 sec): 3 clusters
  Score: Raw -5586723.121292 + Penalty 5179.302595 = -5581543.818697
  nChanged 71
		SP:Iteration 91Q (115439.580000 sec): 3 clusters
  Score: Raw -5586730.684424 + Penalty 5179.302595 = -5581551.381829
  nChanged 75
		SP:Iteration 92Q (115439.900000 sec): 3 clusters
  Score: Raw -5586739.471998 + Penalty 5179.302595 = -5581560.169404
  nChanged 83
		SP:Iteration 93Q (115440.300000 sec): 3 clusters
  Score: Raw -5586748.959606 + Penalty 5179.302595 = -5581569.657012
  nChanged 75
		SP:Iteration 94Q (115440.680000 sec): 3 clusters
  Score: Raw -5586756.823852 + Penalty 5179.302595 = -5581577.521257
  nChanged 65
		SP:Iteration 95Q (115441.050000 sec): 3 clusters
  Score: Raw -5586763.606099 + Penalty 5179.302595 = -5581584.303504
  nChanged 57
		SP:Iteration 96Q (115441.470000 sec): 3 clusters
  Score: Raw -5586768.948107 + Penalty 5179.302595 = -5581589.645513
  nChanged 55
		SP:Iteration 97Q (115441.890000 sec): 3 clusters
  Score: Raw -5586773.939689 + Penalty 5179.302595 = -5581594.637094
  nChanged 49
		SP:Iteration 98Q (115442.280000 sec): 3 clusters
  Score: Raw -5586778.141040 + Penalty 5179.302595 = -5581598.838445
  nChanged 38
		SP:Iteration 99Q (115442.630000 sec): 3 clusters
  Score: Raw -5586781.846451 + Penalty 5179.302595 = -5581602.543856
  nChanged 46
		SP:Iteration 100F (115442.980000 sec): 3 clusters
  Score: Raw -5586786.501102 + Penalty 5179.302595 = -5581607.198507
  nChanged 61
		SP:Iteration 101Q (115443.350000 sec): 3 clusters
  Score: Raw -5586792.616365 + Penalty 5179.302595 = -5581613.313770
  nChanged 64
		SP:Iteration 102Q (115443.690000 sec): 3 clusters
  Score: Raw -5586798.693894 + Penalty 5179.302595 = -5581619.391299
  nChanged 60
		SP:Iteration 103Q (115444.100000 sec): 3 clusters
  Score: Raw -5586805.353902 + Penalty 5179.302595 = -5581626.051307
  nChanged 69
		SP:Iteration 104Q (115444.490000 sec): 3 clusters
  Score: Raw -5586812.813736 + Penalty 5179.302595 = -5581633.511141
  nChanged 79
		SP:Iteration 105Q (115444.860000 sec): 3 clusters
  Score: Raw -5586823.882184 + Penalty 5179.302595 = -5581644.579589
  nChanged 86
		SP:Iteration 106Q (115445.270000 sec): 3 clusters
  Score: Raw -5586835.284991 + Penalty 5179.302595 = -5581655.982396
  nChanged 81
		SP:Iteration 107Q (115445.660000 sec): 3 clusters
  Score: Raw -5586844.848321 + Penalty 5179.302595 = -5581665.545726
  nChanged 67
		SP:Iteration 108Q (115446.000000 sec): 3 clusters
  Score: Raw -5586852.888352 + Penalty 5179.302595 = -5581673.585757
  nChanged 80
		SP:Iteration 109Q (115446.410000 sec): 3 clusters
  Score: Raw -5586863.473888 + Penalty 5179.302595 = -5581684.171294
  nChanged 86
		SP:Iteration 110Q (115446.770000 sec): 3 clusters
  Score: Raw -5586874.688239 + Penalty 5179.302595 = -5581695.385644
  nChanged 98
		SP:Iteration 111Q (115447.140000 sec): 3 clusters
  Score: Raw -5586887.287311 + Penalty 5179.302595 = -5581707.984716
  nChanged 97
		SP:Iteration 112Q (115447.510000 sec): 3 clusters
  Score: Raw -5586899.480689 + Penalty 5179.302595 = -5581720.178094
  nChanged 98
		SP:Iteration 113Q (115447.900000 sec): 3 clusters
  Score: Raw -5586912.796719 + Penalty 5179.302595 = -5581733.494125
  nChanged 102
		SP:Iteration 114Q (115448.320000 sec): 3 clusters
  Score: Raw -5586926.168332 + Penalty 5179.302595 = -5581746.865738
  nChanged 95
		SP:Iteration 115Q (115448.670000 sec): 3 clusters
  Score: Raw -5586938.729144 + Penalty 5179.302595 = -5581759.426549
  nChanged 101
		SP:Iteration 116Q (115449.080000 sec): 3 clusters
  Score: Raw -5586953.099770 + Penalty 5179.302595 = -5581773.797176
  nChanged 105
		SP:Iteration 117Q (115449.450000 sec): 3 clusters
  Score: Raw -5586971.878257 + Penalty 5179.302595 = -5581792.575662
  nChanged 133
		SP:Iteration 118Q (115449.830000 sec): 3 clusters
  Score: Raw -5586996.494914 + Penalty 5179.302595 = -5581817.192320
  nChanged 136
		SP:Iteration 119Q (115450.170000 sec): 3 clusters
  Score: Raw -5587019.397739 + Penalty 5179.302595 = -5581840.095144
  nChanged 129
		SP:Iteration 120F (115450.530000 sec): 3 clusters
  Score: Raw -5587041.794656 + Penalty 5179.302595 = -5581862.492061
  nChanged 131
		SP:Iteration 121Q (115450.890000 sec): 3 clusters
  Score: Raw -5587067.503455 + Penalty 5179.302595 = -5581888.200860
  nChanged 161
		SP:Iteration 122Q (115451.320000 sec): 3 clusters
  Score: Raw -5587098.215146 + Penalty 5179.302595 = -5581918.912552
  nChanged 159
		SP:Iteration 123Q (115451.710000 sec): 3 clusters
  Score: Raw -5587129.282857 + Penalty 5179.302595 = -5581949.980262
  nChanged 169
		SP:Iteration 124Q (115452.120000 sec): 3 clusters
  Score: Raw -5587166.844460 + Penalty 5179.302595 = -5581987.541865
  nChanged 193
		SP:Iteration 125Q (115452.450000 sec): 3 clusters
  Score: Raw -5587213.802963 + Penalty 5179.302595 = -5582034.500369
  nChanged 221
		SP:Iteration 126Q (115452.760000 sec): 3 clusters
  Score: Raw -5587266.652698 + Penalty 5179.302595 = -5582087.350103
  nChanged 198
		SP:Iteration 127Q (115453.160000 sec): 3 clusters
  Score: Raw -5587311.630777 + Penalty 5179.302595 = -5582132.328182
  nChanged 201
		SP:Iteration 128Q (115453.560000 sec): 3 clusters
  Score: Raw -5587358.277546 + Penalty 5179.302595 = -5582178.974951
  nChanged 180
		SP:Iteration 129Q (115453.970000 sec): 3 clusters
  Score: Raw -5587401.997869 + Penalty 5179.302595 = -5582222.695274
  nChanged 202
		SP:Iteration 130Q (115454.300000 sec): 3 clusters
  Score: Raw -5587455.054832 + Penalty 5179.302595 = -5582275.752237
  nChanged 229
		SP:Iteration 131Q (115454.650000 sec): 3 clusters
  Score: Raw -5587520.199936 + Penalty 5179.302595 = -5582340.897341
  nChanged 260
		SP:Iteration 132Q (115454.980000 sec): 3 clusters
  Score: Raw -5587597.840402 + Penalty 5179.302595 = -5582418.537807
  nChanged 260
		SP:Iteration 133Q (115455.340000 sec): 3 clusters
  Score: Raw -5587674.374002 + Penalty 5179.302595 = -5582495.071407
  nChanged 264
		SP:Iteration 134Q (115455.710000 sec): 3 clusters
  Score: Raw -5587758.529226 + Penalty 5179.302595 = -5582579.226631
  nChanged 271
		SP:Iteration 135Q (115456.050000 sec): 3 clusters
  Score: Raw -5587854.198749 + Penalty 5179.302595 = -5582674.896155
  nChanged 296
		SP:Iteration 136Q (115456.430000 sec): 3 clusters
  Score: Raw -5587971.782791 + Penalty 5179.302595 = -5582792.480197
  nChanged 304
		SP:Iteration 137Q (115456.740000 sec): 3 clusters
  Score: Raw -5588099.244099 + Penalty 5179.302595 = -5582919.941504
  nChanged 300
		SP:Iteration 138Q (115457.070000 sec): 3 clusters
  Score: Raw -5588224.215386 + Penalty 5179.302595 = -5583044.912791
  nChanged 280
		SP:Iteration 139Q (115457.390000 sec): 3 clusters
  Score: Raw -5588353.720537 + Penalty 5179.302595 = -5583174.417942
  nChanged 283
		SP:Iteration 140F (115457.760000 sec): 3 clusters
  Score: Raw -5588493.297721 + Penalty 5179.302595 = -5583313.995127
  nChanged 268
		SP:Iteration 141Q (115458.110000 sec): 3 clusters
  Score: Raw -5588627.567040 + Penalty 5179.302595 = -5583448.264445
  nChanged 241
		SP:Iteration 142Q (115458.470000 sec): 3 clusters
  Score: Raw -5588748.223839 + Penalty 5179.302595 = -5583568.921244
  nChanged 199
		SP:Iteration 143Q (115458.850000 sec): 3 clusters
  Score: Raw -5588843.716608 + Penalty 5179.302595 = -5583664.414013
  nChanged 148
		SP:Iteration 144Q (115459.180000 sec): 3 clusters
  Score: Raw -5588917.875536 + Penalty 5179.302595 = -5583738.572941
  nChanged 132
		SP:Iteration 145Q (115459.560000 sec): 3 clusters
  Score: Raw -5588992.620560 + Penalty 5179.302595 = -5583813.317965
  nChanged 111
		SP:Iteration 146Q (115459.980000 sec): 3 clusters
  Score: Raw -5589054.484499 + Penalty 5179.302595 = -5583875.181904
  nChanged 82
		SP:Iteration 147Q (115460.280000 sec): 3 clusters
  Score: Raw -5589098.864938 + Penalty 5179.302595 = -5583919.562343
  nChanged 54
		SP:Iteration 148Q (115460.630000 sec): 3 clusters
  Score: Raw -5589127.548152 + Penalty 5179.302595 = -5583948.245557
  nChanged 57
		SP:Iteration 149Q (115460.970000 sec): 3 clusters
  Score: Raw -5589162.028279 + Penalty 5179.302595 = -5583982.725684
  nChanged 53
		SP:Iteration 150Q (115461.290000 sec): 3 clusters
  Score: Raw -5589191.350958 + Penalty 5179.302595 = -5584012.048364
  nChanged 43
		SP:Iteration 151Q (115461.630000 sec): 3 clusters
  Score: Raw -5589212.049519 + Penalty 5179.302595 = -5584032.746924
  nChanged 38
		SP:Iteration 152Q (115461.900000 sec): 3 clusters
  Score: Raw -5589233.330969 + Penalty 5179.302595 = -5584054.028374
  nChanged 38
		SP:Iteration 153Q (115462.230000 sec): 3 clusters
  Score: Raw -5589256.721829 + Penalty 5179.302595 = -5584077.419234
  nChanged 27
		SP:Iteration 154Q (115462.620000 sec): 3 clusters
  Score: Raw -5589276.131374 + Penalty 5179.302595 = -5584096.828779
  nChanged 23
		SP:Iteration 155Q (115462.990000 sec): 3 clusters
  Score: Raw -5589288.763016 + Penalty 5179.302595 = -5584109.460421
  nChanged 24
		SP:Iteration 156Q (115463.340000 sec): 3 clusters
  Score: Raw -5589299.876989 + Penalty 5179.302595 = -5584120.574394
  nChanged 12
		SP:Iteration 157Q (115463.650000 sec): 3 clusters
  Score: Raw -5589306.045384 + Penalty 5179.302595 = -5584126.742789
  nChanged 8
		SP:Iteration 158Q (115463.970000 sec): 3 clusters
  Score: Raw -5589310.174742 + Penalty 5179.302595 = -5584130.872148
  nChanged 7
		SP:Iteration 159Q (115464.280000 sec): 3 clusters
  Score: Raw -5589314.054698 + Penalty 5179.302595 = -5584134.752103
  nChanged 12
		SP:Iteration 160F (115464.690000 sec): 3 clusters
  Score: Raw -5589321.257317 + Penalty 5179.302595 = -5584141.954723
  nChanged 11
		SP:Iteration 161Q (115464.990000 sec): 3 clusters
  Score: Raw -5589326.863633 + Penalty 5179.302595 = -5584147.561038
  nChanged 12
		SP:Iteration 162Q (115465.360000 sec): 3 clusters
  Score: Raw -5589333.138657 + Penalty 5179.302595 = -5584153.836062
  nChanged 9
		SP:Iteration 163Q (115465.700000 sec): 3 clusters
  Score: Raw -5589338.497235 + Penalty 5179.302595 = -5584159.194640
  nChanged 10
		SP:Iteration 164Q (115466.020000 sec): 3 clusters
  Score: Raw -5589345.265830 + Penalty 5179.302595 = -5584165.963235
  nChanged 14
		SP:Iteration 165Q (115466.370000 sec): 3 clusters
  Score: Raw -5589353.703063 + Penalty 5179.302595 = -5584174.400468
  nChanged 5
		SP:Iteration 166Q (115466.770000 sec): 3 clusters
  Score: Raw -5589355.899018 + Penalty 5179.302595 = -5584176.596423
  nChanged 4
		SP:Iteration 167Q (115467.100000 sec): 3 clusters
  Score: Raw -5589359.034174 + Penalty 5179.302595 = -5584179.731579
  nChanged 7
		SP:Iteration 168Q (115467.420000 sec): 3 clusters
  Score: Raw -5589362.895288 + Penalty 5179.302595 = -5584183.592694
  nChanged 4
		SP:Iteration 169Q (115467.790000 sec): 3 clusters
  Score: Raw -5589364.620310 + Penalty 5179.302595 = -5584185.317715
  nChanged 4
		SP:Iteration 170Q (115468.100000 sec): 3 clusters
  Score: Raw -5589366.222569 + Penalty 5179.302595 = -5584186.919974
  nChanged 3
		SP:Iteration 171Q (115468.360000 sec): 3 clusters
  Score: Raw -5589367.273077 + Penalty 5179.302595 = -5584187.970482
  nChanged 2
		SP:Iteration 172Q (115468.720000 sec): 3 clusters
  Score: Raw -5589367.857504 + Penalty 5179.302595 = -5584188.554910
  nChanged 0
		SP:Iteration 173F (115469.120000 sec): 3 clusters
  Score: Raw -5589367.857504 + Penalty 5179.302595 = -5584188.554910
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 38 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115469.240000 sec): 2 clusters
  Score: Raw -650461.898664 + Penalty 2093.625552 = -648368.273112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115469.470000 sec): 3 clusters
  Score: Raw -648277.115616 + Penalty 4187.251105 = -644089.864511
  nChanged 1760
		SP:Iteration 1F (115469.620000 sec): 3 clusters
  Score: Raw -649488.793775 + Penalty 4187.251105 = -645301.542670
  nChanged 472
		SP:Iteration 2F (115469.870000 sec): 3 clusters
  Score: Raw -649954.129440 + Penalty 4187.251105 = -645766.878336
  nChanged 369
		SP:Iteration 3F (115470.050000 sec): 3 clusters
  Score: Raw -650314.243989 + Penalty 4187.251105 = -646126.992884
  nChanged 296
		SP:Iteration 4F (115470.210000 sec): 3 clusters
  Score: Raw -650627.130121 + Penalty 4187.251105 = -646439.879016
  nChanged 262
		SP:Iteration 5F (115470.450000 sec): 3 clusters
  Score: Raw -650913.447555 + Penalty 4187.251105 = -646726.196450
  nChanged 191
		SP:Iteration 6Q (115470.650000 sec): 3 clusters
  Score: Raw -651099.081367 + Penalty 4187.251105 = -646911.830262
  nChanged 154
		SP:Iteration 7Q (115470.810000 sec): 3 clusters
  Score: Raw -651200.983383 + Penalty 4187.251105 = -647013.732278
  nChanged 120
		SP:Iteration 8Q (115471.020000 sec): 3 clusters
  Score: Raw -651269.133096 + Penalty 4187.251105 = -647081.881991
  nChanged 78
		SP:Iteration 9Q (115471.150000 sec): 3 clusters
  Score: Raw -651302.372605 + Penalty 4187.251105 = -647115.121500
  nChanged 53
		SP:Iteration 10Q (115471.340000 sec): 3 clusters
  Score: Raw -651319.991263 + Penalty 4187.251105 = -647132.740159
  nChanged 28
		SP:Iteration 11Q (115471.530000 sec): 3 clusters
  Score: Raw -651331.122313 + Penalty 4187.251105 = -647143.871208
  nChanged 33
		SP:Iteration 12Q (115471.680000 sec): 3 clusters
  Score: Raw -651342.644512 + Penalty 4187.251105 = -647155.393407
  nChanged 25
		SP:Iteration 13Q (115471.900000 sec): 3 clusters
  Score: Raw -651352.767575 + Penalty 4187.251105 = -647165.516470
  nChanged 19
		SP:Iteration 14Q (115472.120000 sec): 3 clusters
  Score: Raw -651360.571715 + Penalty 4187.251105 = -647173.320610
  nChanged 22
		SP:Iteration 15Q (115472.320000 sec): 3 clusters
  Score: Raw -651367.947756 + Penalty 4187.251105 = -647180.696651
  nChanged 20
		SP:Iteration 16Q (115472.490000 sec): 3 clusters
  Score: Raw -651379.688203 + Penalty 4187.251105 = -647192.437098
  nChanged 30
		SP:Iteration 17Q (115472.680000 sec): 3 clusters
  Score: Raw -651393.229568 + Penalty 4187.251105 = -647205.978463
  nChanged 34
		SP:Iteration 18Q (115472.890000 sec): 3 clusters
  Score: Raw -651406.039517 + Penalty 4187.251105 = -647218.788412
  nChanged 21
		SP:Iteration 19Q (115473.080000 sec): 3 clusters
  Score: Raw -651415.877119 + Penalty 4187.251105 = -647228.626014
  nChanged 29
		SP:Iteration 20F (115473.240000 sec): 3 clusters
  Score: Raw -651427.322418 + Penalty 4187.251105 = -647240.071313
  nChanged 25
		SP:Iteration 21Q (115473.420000 sec): 3 clusters
  Score: Raw -651436.833057 + Penalty 4187.251105 = -647249.581953
  nChanged 22
		SP:Iteration 22Q (115473.640000 sec): 3 clusters
  Score: Raw -651444.946857 + Penalty 4187.251105 = -647257.695752
  nChanged 17
		SP:Iteration 23Q (115473.840000 sec): 3 clusters
  Score: Raw -651452.613799 + Penalty 4187.251105 = -647265.362695
  nChanged 23
		SP:Iteration 24Q (115474.060000 sec): 3 clusters
  Score: Raw -651460.274510 + Penalty 4187.251105 = -647273.023405
  nChanged 20
		SP:Iteration 25Q (115474.260000 sec): 3 clusters
  Score: Raw -651467.390978 + Penalty 4187.251105 = -647280.139874
  nChanged 16
		SP:Iteration 26Q (115474.430000 sec): 3 clusters
  Score: Raw -651472.595187 + Penalty 4187.251105 = -647285.344082
  nChanged 13
		SP:Iteration 27Q (115474.570000 sec): 3 clusters
  Score: Raw -651476.447539 + Penalty 4187.251105 = -647289.196434
  nChanged 8
		SP:Iteration 28Q (115474.750000 sec): 3 clusters
  Score: Raw -651479.620581 + Penalty 4187.251105 = -647292.369476
  nChanged 9
		SP:Iteration 29Q (115474.890000 sec): 3 clusters
  Score: Raw -651482.241867 + Penalty 4187.251105 = -647294.990762
  nChanged 10
		SP:Iteration 30Q (115475.070000 sec): 3 clusters
  Score: Raw -651484.542469 + Penalty 4187.251105 = -647297.291365
  nChanged 11
		SP:Iteration 31Q (115475.210000 sec): 3 clusters
  Score: Raw -651487.505533 + Penalty 4187.251105 = -647300.254428
  nChanged 8
		SP:Iteration 32Q (115475.360000 sec): 3 clusters
  Score: Raw -651489.964685 + Penalty 4187.251105 = -647302.713580
  nChanged 6
		SP:Iteration 33Q (115475.440000 sec): 3 clusters
  Score: Raw -651491.319616 + Penalty 4187.251105 = -647304.068511
  nChanged 4
		SP:Iteration 34Q (115475.640000 sec): 3 clusters
  Score: Raw -651491.944387 + Penalty 4187.251105 = -647304.693282
  nChanged 3
		SP:Iteration 35Q (115475.860000 sec): 3 clusters
  Score: Raw -651493.824712 + Penalty 4187.251105 = -647306.573607
  nChanged 5
		SP:Iteration 36Q (115476.080000 sec): 3 clusters
  Score: Raw -651494.563638 + Penalty 4187.251105 = -647307.312533
  nChanged 4
		SP:Iteration 37Q (115476.270000 sec): 3 clusters
  Score: Raw -651495.453057 + Penalty 4187.251105 = -647308.201952
  nChanged 6
		SP:Iteration 38Q (115476.460000 sec): 3 clusters
  Score: Raw -651497.317599 + Penalty 4187.251105 = -647310.066494
  nChanged 11
		SP:Iteration 39Q (115476.630000 sec): 3 clusters
  Score: Raw -651500.135963 + Penalty 4187.251105 = -647312.884858
  nChanged 5
		SP:Iteration 40F (115476.830000 sec): 3 clusters
  Score: Raw -651502.314404 + Penalty 4187.251105 = -647315.063299
  nChanged 7
		SP:Iteration 41Q (115476.960000 sec): 3 clusters
  Score: Raw -651505.517683 + Penalty 4187.251105 = -647318.266578
  nChanged 11
		SP:Iteration 42Q (115477.140000 sec): 3 clusters
  Score: Raw -651509.125768 + Penalty 4187.251105 = -647321.874664
  nChanged 10
		SP:Iteration 43Q (115477.320000 sec): 3 clusters
  Score: Raw -651511.341106 + Penalty 4187.251105 = -647324.090001
  nChanged 8
		SP:Iteration 44Q (115477.500000 sec): 3 clusters
  Score: Raw -651513.169748 + Penalty 4187.251105 = -647325.918643
  nChanged 7
		SP:Iteration 45Q (115477.650000 sec): 3 clusters
  Score: Raw -651515.179237 + Penalty 4187.251105 = -647327.928133
  nChanged 8
		SP:Iteration 46Q (115477.810000 sec): 3 clusters
  Score: Raw -651516.983505 + Penalty 4187.251105 = -647329.732400
  nChanged 8
		SP:Iteration 47Q (115478.030000 sec): 3 clusters
  Score: Raw -651519.736868 + Penalty 4187.251105 = -647332.485763
  nChanged 10
		SP:Iteration 48Q (115478.210000 sec): 3 clusters
  Score: Raw -651522.252082 + Penalty 4187.251105 = -647335.000977
  nChanged 8
		SP:Iteration 49Q (115478.340000 sec): 3 clusters
  Score: Raw -651524.930083 + Penalty 4187.251105 = -647337.678978
  nChanged 7
		SP:Iteration 50Q (115478.520000 sec): 3 clusters
  Score: Raw -651527.508943 + Penalty 4187.251105 = -647340.257838
  nChanged 6
		SP:Iteration 51Q (115478.740000 sec): 3 clusters
  Score: Raw -651529.320757 + Penalty 4187.251105 = -647342.069652
  nChanged 6
		SP:Iteration 52Q (115478.960000 sec): 3 clusters
  Score: Raw -651530.830229 + Penalty 4187.251105 = -647343.579124
  nChanged 1
		SP:Iteration 53Q (115479.130000 sec): 3 clusters
  Score: Raw -651531.038056 + Penalty 4187.251105 = -647343.786952
  nChanged 1
		SP:Iteration 54Q (115479.300000 sec): 3 clusters
  Score: Raw -651531.194658 + Penalty 4187.251105 = -647343.943554
  nChanged 3
		SP:Iteration 55Q (115479.480000 sec): 3 clusters
  Score: Raw -651532.310168 + Penalty 4187.251105 = -647345.059064
  nChanged 3
		SP:Iteration 56Q (115479.660000 sec): 3 clusters
  Score: Raw -651532.862003 + Penalty 4187.251105 = -647345.610898
  nChanged 0
		SP:Iteration 57F (115479.770000 sec): 3 clusters
  Score: Raw -651532.862003 + Penalty 4187.251105 = -647345.610898
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 39 (39438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115480.080000 sec): 2 clusters
  Score: Raw -6274015.774546 + Penalty 2624.456304 = -6271391.318241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115480.440000 sec): 3 clusters
  Score: Raw -6249977.543135 + Penalty 5248.912608 = -6244728.630526
  nChanged 18061
		SP:Iteration 1F (115480.840000 sec): 3 clusters
  Score: Raw -6260189.956615 + Penalty 5248.912608 = -6254941.044007
  nChanged 2333
		SP:Iteration 2F (115481.280000 sec): 3 clusters
  Score: Raw -6261339.785663 + Penalty 5248.912608 = -6256090.873055
  nChanged 2576
		SP:Iteration 3F (115481.640000 sec): 3 clusters
  Score: Raw -6262777.774849 + Penalty 5248.912608 = -6257528.862241
  nChanged 2691
		SP:Iteration 4F (115482.070000 sec): 3 clusters
  Score: Raw -6264305.121992 + Penalty 5248.912608 = -6259056.209384
  nChanged 2573
		SP:Iteration 5F (115482.520000 sec): 3 clusters
  Score: Raw -6265777.760161 + Penalty 5248.912608 = -6260528.847553
  nChanged 2313
		SP:Iteration 6F (115482.960000 sec): 3 clusters
  Score: Raw -6267074.665506 + Penalty 5248.912608 = -6261825.752898
  nChanged 2013
		SP:Iteration 7F (115483.420000 sec): 3 clusters
  Score: Raw -6268143.097148 + Penalty 5248.912608 = -6262894.184540
  nChanged 1683
		SP:Iteration 8Q (115483.820000 sec): 3 clusters
  Score: Raw -6269023.842585 + Penalty 5248.912608 = -6263774.929977
  nChanged 1412
		SP:Iteration 9Q (115484.240000 sec): 3 clusters
  Score: Raw -6269775.472192 + Penalty 5248.912608 = -6264526.559584
  nChanged 1313
		SP:Iteration 10Q (115484.670000 sec): 3 clusters
  Score: Raw -6270523.596657 + Penalty 5248.912608 = -6265274.684049
  nChanged 1279
		SP:Iteration 11Q (115485.140000 sec): 3 clusters
  Score: Raw -6271289.461539 + Penalty 5248.912608 = -6266040.548931
  nChanged 1140
		SP:Iteration 12Q (115485.560000 sec): 3 clusters
  Score: Raw -6272029.862926 + Penalty 5248.912608 = -6266780.950317
  nChanged 1002
		SP:Iteration 13Q (115486.030000 sec): 3 clusters
  Score: Raw -6272733.963744 + Penalty 5248.912608 = -6267485.051136
  nChanged 762
		SP:Iteration 14Q (115486.400000 sec): 3 clusters
  Score: Raw -6273271.524362 + Penalty 5248.912608 = -6268022.611754
  nChanged 501
		SP:Iteration 15Q (115486.810000 sec): 3 clusters
  Score: Raw -6273651.712741 + Penalty 5248.912608 = -6268402.800132
  nChanged 335
		SP:Iteration 16Q (115487.160000 sec): 3 clusters
  Score: Raw -6273902.708719 + Penalty 5248.912608 = -6268653.796111
  nChanged 217
		SP:Iteration 17Q (115487.540000 sec): 3 clusters
  Score: Raw -6274045.639139 + Penalty 5248.912608 = -6268796.726531
  nChanged 120
		SP:Iteration 18Q (115487.930000 sec): 3 clusters
  Score: Raw -6274123.260244 + Penalty 5248.912608 = -6268874.347636
  nChanged 77
		SP:Iteration 19Q (115488.280000 sec): 3 clusters
  Score: Raw -6274170.205509 + Penalty 5248.912608 = -6268921.292901
  nChanged 56
		SP:Iteration 20F (115488.650000 sec): 3 clusters
  Score: Raw -6274211.395085 + Penalty 5248.912608 = -6268962.482477
  nChanged 44
		SP:Iteration 21Q (115489.050000 sec): 3 clusters
  Score: Raw -6274241.208796 + Penalty 5248.912608 = -6268992.296188
  nChanged 42
		SP:Iteration 22Q (115489.420000 sec): 3 clusters
  Score: Raw -6274267.071842 + Penalty 5248.912608 = -6269018.159234
  nChanged 29
		SP:Iteration 23Q (115489.820000 sec): 3 clusters
  Score: Raw -6274283.406839 + Penalty 5248.912608 = -6269034.494231
  nChanged 25
		SP:Iteration 24Q (115490.200000 sec): 3 clusters
  Score: Raw -6274301.103357 + Penalty 5248.912608 = -6269052.190748
  nChanged 28
		SP:Iteration 25Q (115490.570000 sec): 3 clusters
  Score: Raw -6274321.774277 + Penalty 5248.912608 = -6269072.861668
  nChanged 28
		SP:Iteration 26Q (115490.990000 sec): 3 clusters
  Score: Raw -6274342.197489 + Penalty 5248.912608 = -6269093.284881
  nChanged 29
		SP:Iteration 27Q (115491.350000 sec): 3 clusters
  Score: Raw -6274363.124828 + Penalty 5248.912608 = -6269114.212220
  nChanged 19
		SP:Iteration 28Q (115491.730000 sec): 3 clusters
  Score: Raw -6274377.628473 + Penalty 5248.912608 = -6269128.715865
  nChanged 21
		SP:Iteration 29Q (115492.060000 sec): 3 clusters
  Score: Raw -6274389.744049 + Penalty 5248.912608 = -6269140.831441
  nChanged 11
		SP:Iteration 30Q (115492.410000 sec): 3 clusters
  Score: Raw -6274398.978317 + Penalty 5248.912608 = -6269150.065709
  nChanged 9
		SP:Iteration 31Q (115492.790000 sec): 3 clusters
  Score: Raw -6274408.017587 + Penalty 5248.912608 = -6269159.104978
  nChanged 12
		SP:Iteration 32Q (115493.170000 sec): 3 clusters
  Score: Raw -6274417.711185 + Penalty 5248.912608 = -6269168.798577
  nChanged 9
		SP:Iteration 33Q (115493.590000 sec): 3 clusters
  Score: Raw -6274423.113032 + Penalty 5248.912608 = -6269174.200424
  nChanged 8
		SP:Iteration 34Q (115494.010000 sec): 3 clusters
  Score: Raw -6274427.764780 + Penalty 5248.912608 = -6269178.852171
  nChanged 5
		SP:Iteration 35Q (115494.420000 sec): 3 clusters
  Score: Raw -6274430.358266 + Penalty 5248.912608 = -6269181.445658
  nChanged 1
		SP:Iteration 36Q (115494.840000 sec): 3 clusters
  Score: Raw -6274431.375064 + Penalty 5248.912608 = -6269182.462456
  nChanged 2
		SP:Iteration 37Q (115495.210000 sec): 3 clusters
  Score: Raw -6274433.026376 + Penalty 5248.912608 = -6269184.113768
  nChanged 4
		SP:Iteration 38Q (115495.600000 sec): 3 clusters
  Score: Raw -6274434.706402 + Penalty 5248.912608 = -6269185.793794
  nChanged 2
		SP:Iteration 39Q (115495.980000 sec): 3 clusters
  Score: Raw -6274435.867618 + Penalty 5248.912608 = -6269186.955010
  nChanged 2
		SP:Iteration 40F (115496.390000 sec): 3 clusters
  Score: Raw -6274437.802776 + Penalty 5248.912608 = -6269188.890167
  nChanged 4
		SP:Iteration 41Q (115496.780000 sec): 3 clusters
  Score: Raw -6274441.145807 + Penalty 5248.912608 = -6269192.233198
  nChanged 4
		SP:Iteration 42Q (115497.140000 sec): 3 clusters
  Score: Raw -6274444.419884 + Penalty 5248.912608 = -6269195.507275
  nChanged 2
		SP:Iteration 43Q (115497.520000 sec): 3 clusters
  Score: Raw -6274446.344367 + Penalty 5248.912608 = -6269197.431759
  nChanged 4
		SP:Iteration 44Q (115497.880000 sec): 3 clusters
  Score: Raw -6274448.582698 + Penalty 5248.912608 = -6269199.670090
  nChanged 3
		SP:Iteration 45Q (115498.250000 sec): 3 clusters
  Score: Raw -6274449.766097 + Penalty 5248.912608 = -6269200.853489
  nChanged 1
		SP:Iteration 46Q (115498.660000 sec): 3 clusters
  Score: Raw -6274450.369375 + Penalty 5248.912608 = -6269201.456767
  nChanged 0
		SP:Iteration 47F (115499.090000 sec): 3 clusters
  Score: Raw -6274450.369375 + Penalty 5248.912608 = -6269201.456767
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 40 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115499.220000 sec): 2 clusters
  Score: Raw -41797.708669 + Penalty 1463.853067 = -40333.855602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115499.340000 sec): 3 clusters
  Score: Raw -42285.833906 + Penalty 2927.706133 = -39358.127772
  nChanged 100
		SP:Iteration 1F (115499.530000 sec): 3 clusters
  Score: Raw -42648.743185 + Penalty 2927.706133 = -39721.037052
  nChanged 27
		SP:Iteration 2F (115499.720000 sec): 3 clusters
  Score: Raw -42830.614101 + Penalty 2927.706133 = -39902.907967
  nChanged 13
		SP:Iteration 3Q (115499.880000 sec): 3 clusters
  Score: Raw -42886.290602 + Penalty 2927.706133 = -39958.584469
  nChanged 4
		SP:Iteration 4Q (115500.010000 sec): 3 clusters
  Score: Raw -42906.657383 + Penalty 2927.706133 = -39978.951250
  nChanged 0
		SP:Iteration 5F (115500.150000 sec): 3 clusters
  Score: Raw -42906.657383 + Penalty 2927.706133 = -39978.951250
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 41 (39473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115500.460000 sec): 2 clusters
  Score: Raw -5791500.358747 + Penalty 2624.676299 = -5788875.682448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115500.860000 sec): 3 clusters
  Score: Raw -5767651.192159 + Penalty 5249.352598 = -5762401.839562
  nChanged 18000
		SP:Iteration 1F (115501.280000 sec): 3 clusters
  Score: Raw -5777913.479660 + Penalty 5249.352598 = -5772664.127063
  nChanged 2214
		SP:Iteration 2F (115501.620000 sec): 3 clusters
  Score: Raw -5778915.343201 + Penalty 5249.352598 = -5773665.990603
  nChanged 2187
		SP:Iteration 3F (115502.010000 sec): 3 clusters
  Score: Raw -5779911.796062 + Penalty 5249.352598 = -5774662.443464
  nChanged 2112
		SP:Iteration 4F (115502.410000 sec): 3 clusters
  Score: Raw -5780911.765434 + Penalty 5249.352598 = -5775662.412836
  nChanged 2119
		SP:Iteration 5F (115502.840000 sec): 3 clusters
  Score: Raw -5782010.806540 + Penalty 5249.352598 = -5776761.453942
  nChanged 2073
		SP:Iteration 6F (115503.300000 sec): 3 clusters
  Score: Raw -5783122.998269 + Penalty 5249.352598 = -5777873.645671
  nChanged 1972
		SP:Iteration 7Q (115503.750000 sec): 3 clusters
  Score: Raw -5784245.795551 + Penalty 5249.352598 = -5778996.442953
  nChanged 1980
		SP:Iteration 8F (115504.210000 sec): 3 clusters
  Score: Raw -5785508.911171 + Penalty 5249.352598 = -5780259.558573
  nChanged 1922
		SP:Iteration 9Q (115504.680000 sec): 3 clusters
  Score: Raw -5786651.606553 + Penalty 5249.352598 = -5781402.253956
  nChanged 1666
		SP:Iteration 10Q (115505.130000 sec): 3 clusters
  Score: Raw -5787502.729196 + Penalty 5249.352598 = -5782253.376599
  nChanged 1382
		SP:Iteration 11Q (115505.560000 sec): 3 clusters
  Score: Raw -5788059.947856 + Penalty 5249.352598 = -5782810.595258
  nChanged 1100
		SP:Iteration 12Q (115506.030000 sec): 3 clusters
  Score: Raw -5788423.850475 + Penalty 5249.352598 = -5783174.497878
  nChanged 837
		SP:Iteration 13Q (115506.440000 sec): 3 clusters
  Score: Raw -5788630.261399 + Penalty 5249.352598 = -5783380.908802
  nChanged 571
		SP:Iteration 14Q (115506.840000 sec): 3 clusters
  Score: Raw -5788741.661090 + Penalty 5249.352598 = -5783492.308493
  nChanged 424
		SP:Iteration 15Q (115507.220000 sec): 3 clusters
  Score: Raw -5788813.656100 + Penalty 5249.352598 = -5783564.303502
  nChanged 326
		SP:Iteration 16Q (115507.640000 sec): 3 clusters
  Score: Raw -5788864.261309 + Penalty 5249.352598 = -5783614.908711
  nChanged 270
		SP:Iteration 17Q (115508.040000 sec): 3 clusters
  Score: Raw -5788897.144836 + Penalty 5249.352598 = -5783647.792239
  nChanged 200
		SP:Iteration 18Q (115508.430000 sec): 3 clusters
  Score: Raw -5788922.757478 + Penalty 5249.352598 = -5783673.404880
  nChanged 191
		SP:Iteration 19Q (115508.810000 sec): 3 clusters
  Score: Raw -5788945.939880 + Penalty 5249.352598 = -5783696.587283
  nChanged 175
		SP:Iteration 20F (115509.210000 sec): 3 clusters
  Score: Raw -5788964.172735 + Penalty 5249.352598 = -5783714.820137
  nChanged 131
		SP:Iteration 21Q (115509.690000 sec): 3 clusters
  Score: Raw -5788978.737750 + Penalty 5249.352598 = -5783729.385152
  nChanged 130
		SP:Iteration 22Q (115510.090000 sec): 3 clusters
  Score: Raw -5788993.651278 + Penalty 5249.352598 = -5783744.298680
  nChanged 148
		SP:Iteration 23Q (115510.560000 sec): 3 clusters
  Score: Raw -5789009.727367 + Penalty 5249.352598 = -5783760.374769
  nChanged 157
		SP:Iteration 24Q (115511.020000 sec): 3 clusters
  Score: Raw -5789027.666379 + Penalty 5249.352598 = -5783778.313781
  nChanged 147
		SP:Iteration 25Q (115511.430000 sec): 3 clusters
  Score: Raw -5789042.319131 + Penalty 5249.352598 = -5783792.966533
  nChanged 117
		SP:Iteration 26Q (115511.840000 sec): 3 clusters
  Score: Raw -5789052.025016 + Penalty 5249.352598 = -5783802.672418
  nChanged 106
		SP:Iteration 27Q (115512.330000 sec): 3 clusters
  Score: Raw -5789060.333445 + Penalty 5249.352598 = -5783810.980848
  nChanged 108
		SP:Iteration 28Q (115512.780000 sec): 3 clusters
  Score: Raw -5789070.920354 + Penalty 5249.352598 = -5783821.567756
  nChanged 120
		SP:Iteration 29Q (115513.120000 sec): 3 clusters
  Score: Raw -5789084.224387 + Penalty 5249.352598 = -5783834.871789
  nChanged 138
		SP:Iteration 30Q (115513.540000 sec): 3 clusters
  Score: Raw -5789100.230038 + Penalty 5249.352598 = -5783850.877440
  nChanged 141
		SP:Iteration 31Q (115513.990000 sec): 3 clusters
  Score: Raw -5789114.189905 + Penalty 5249.352598 = -5783864.837307
  nChanged 139
		SP:Iteration 32Q (115514.420000 sec): 3 clusters
  Score: Raw -5789129.903429 + Penalty 5249.352598 = -5783880.550831
  nChanged 125
		SP:Iteration 33Q (115514.840000 sec): 3 clusters
  Score: Raw -5789144.916618 + Penalty 5249.352598 = -5783895.564020
  nChanged 131
		SP:Iteration 34Q (115515.250000 sec): 3 clusters
  Score: Raw -5789161.299362 + Penalty 5249.352598 = -5783911.946764
  nChanged 131
		SP:Iteration 35Q (115515.710000 sec): 3 clusters
  Score: Raw -5789177.054606 + Penalty 5249.352598 = -5783927.702009
  nChanged 148
		SP:Iteration 36Q (115516.110000 sec): 3 clusters
  Score: Raw -5789195.638528 + Penalty 5249.352598 = -5783946.285930
  nChanged 145
		SP:Iteration 37Q (115516.530000 sec): 3 clusters
  Score: Raw -5789214.270981 + Penalty 5249.352598 = -5783964.918384
  nChanged 158
		SP:Iteration 38Q (115516.920000 sec): 3 clusters
  Score: Raw -5789235.993532 + Penalty 5249.352598 = -5783986.640934
  nChanged 186
		SP:Iteration 39Q (115517.360000 sec): 3 clusters
  Score: Raw -5789260.491414 + Penalty 5249.352598 = -5784011.138816
  nChanged 178
		SP:Iteration 40F (115517.780000 sec): 3 clusters
  Score: Raw -5789285.705297 + Penalty 5249.352598 = -5784036.352699
  nChanged 183
		SP:Iteration 41Q (115518.160000 sec): 3 clusters
  Score: Raw -5789309.300411 + Penalty 5249.352598 = -5784059.947813
  nChanged 172
		SP:Iteration 42Q (115518.610000 sec): 3 clusters
  Score: Raw -5789332.765850 + Penalty 5249.352598 = -5784083.413252
  nChanged 175
		SP:Iteration 43Q (115519.010000 sec): 3 clusters
  Score: Raw -5789358.753576 + Penalty 5249.352598 = -5784109.400978
  nChanged 193
		SP:Iteration 44Q (115519.460000 sec): 3 clusters
  Score: Raw -5789390.098073 + Penalty 5249.352598 = -5784140.745475
  nChanged 223
		SP:Iteration 45Q (115519.900000 sec): 3 clusters
  Score: Raw -5789426.641344 + Penalty 5249.352598 = -5784177.288746
  nChanged 238
		SP:Iteration 46Q (115520.360000 sec): 3 clusters
  Score: Raw -5789464.061654 + Penalty 5249.352598 = -5784214.709056
  nChanged 236
		SP:Iteration 47Q (115520.810000 sec): 3 clusters
  Score: Raw -5789502.720870 + Penalty 5249.352598 = -5784253.368272
  nChanged 256
		SP:Iteration 48Q (115521.160000 sec): 3 clusters
  Score: Raw -5789546.431208 + Penalty 5249.352598 = -5784297.078610
  nChanged 267
		SP:Iteration 49Q (115521.600000 sec): 3 clusters
  Score: Raw -5789593.972318 + Penalty 5249.352598 = -5784344.619720
  nChanged 275
		SP:Iteration 50Q (115521.990000 sec): 3 clusters
  Score: Raw -5789643.848643 + Penalty 5249.352598 = -5784394.496045
  nChanged 254
		SP:Iteration 51Q (115522.470000 sec): 3 clusters
  Score: Raw -5789688.839290 + Penalty 5249.352598 = -5784439.486692
  nChanged 249
		SP:Iteration 52Q (115522.850000 sec): 3 clusters
  Score: Raw -5789732.496416 + Penalty 5249.352598 = -5784483.143818
  nChanged 260
		SP:Iteration 53Q (115523.270000 sec): 3 clusters
  Score: Raw -5789777.494337 + Penalty 5249.352598 = -5784528.141739
  nChanged 272
		SP:Iteration 54Q (115523.720000 sec): 3 clusters
  Score: Raw -5789826.721156 + Penalty 5249.352598 = -5784577.368558
  nChanged 274
		SP:Iteration 55Q (115524.150000 sec): 3 clusters
  Score: Raw -5789877.075019 + Penalty 5249.352598 = -5784627.722421
  nChanged 309
		SP:Iteration 56Q (115524.510000 sec): 3 clusters
  Score: Raw -5789937.599620 + Penalty 5249.352598 = -5784688.247022
  nChanged 299
		SP:Iteration 57Q (115524.970000 sec): 3 clusters
  Score: Raw -5790002.692984 + Penalty 5249.352598 = -5784753.340386
  nChanged 322
		SP:Iteration 58Q (115525.410000 sec): 3 clusters
  Score: Raw -5790082.848805 + Penalty 5249.352598 = -5784833.496207
  nChanged 330
		SP:Iteration 59Q (115525.840000 sec): 3 clusters
  Score: Raw -5790159.886455 + Penalty 5249.352598 = -5784910.533857
  nChanged 319
		SP:Iteration 60F (115526.230000 sec): 3 clusters
  Score: Raw -5790227.435303 + Penalty 5249.352598 = -5784978.082705
  nChanged 307
		SP:Iteration 61Q (115526.690000 sec): 3 clusters
  Score: Raw -5790295.375571 + Penalty 5249.352598 = -5785046.022973
  nChanged 309
		SP:Iteration 62Q (115527.090000 sec): 3 clusters
  Score: Raw -5790365.854917 + Penalty 5249.352598 = -5785116.502319
  nChanged 333
		SP:Iteration 63Q (115527.490000 sec): 3 clusters
  Score: Raw -5790444.900154 + Penalty 5249.352598 = -5785195.547556
  nChanged 315
		SP:Iteration 64Q (115527.930000 sec): 3 clusters
  Score: Raw -5790524.216586 + Penalty 5249.352598 = -5785274.863988
  nChanged 344
		SP:Iteration 65Q (115528.290000 sec): 3 clusters
  Score: Raw -5790610.449621 + Penalty 5249.352598 = -5785361.097023
  nChanged 352
		SP:Iteration 66Q (115528.740000 sec): 3 clusters
  Score: Raw -5790696.505988 + Penalty 5249.352598 = -5785447.153390
  nChanged 345
		SP:Iteration 67Q (115529.130000 sec): 3 clusters
  Score: Raw -5790779.032772 + Penalty 5249.352598 = -5785529.680174
  nChanged 342
		SP:Iteration 68Q (115529.520000 sec): 3 clusters
  Score: Raw -5790857.129819 + Penalty 5249.352598 = -5785607.777221
  nChanged 294
		SP:Iteration 69Q (115529.960000 sec): 3 clusters
  Score: Raw -5790924.511219 + Penalty 5249.352598 = -5785675.158621
  nChanged 304
		SP:Iteration 70Q (115530.360000 sec): 3 clusters
  Score: Raw -5790991.438032 + Penalty 5249.352598 = -5785742.085435
  nChanged 291
		SP:Iteration 71Q (115530.770000 sec): 3 clusters
  Score: Raw -5791056.099989 + Penalty 5249.352598 = -5785806.747392
  nChanged 298
		SP:Iteration 72Q (115531.160000 sec): 3 clusters
  Score: Raw -5791121.405157 + Penalty 5249.352598 = -5785872.052559
  nChanged 268
		SP:Iteration 73Q (115531.550000 sec): 3 clusters
  Score: Raw -5791181.569968 + Penalty 5249.352598 = -5785932.217370
  nChanged 285
		SP:Iteration 74Q (115531.980000 sec): 3 clusters
  Score: Raw -5791239.993216 + Penalty 5249.352598 = -5785990.640618
  nChanged 254
		SP:Iteration 75Q (115532.400000 sec): 3 clusters
  Score: Raw -5791288.969025 + Penalty 5249.352598 = -5786039.616428
  nChanged 243
		SP:Iteration 76Q (115532.800000 sec): 3 clusters
  Score: Raw -5791339.604317 + Penalty 5249.352598 = -5786090.251720
  nChanged 253
		SP:Iteration 77Q (115533.210000 sec): 3 clusters
  Score: Raw -5791393.653474 + Penalty 5249.352598 = -5786144.300877
  nChanged 252
		SP:Iteration 78Q (115533.560000 sec): 3 clusters
  Score: Raw -5791446.195191 + Penalty 5249.352598 = -5786196.842594
  nChanged 232
		SP:Iteration 79Q (115533.900000 sec): 3 clusters
  Score: Raw -5791497.776299 + Penalty 5249.352598 = -5786248.423701
  nChanged 248
		SP:Iteration 80F (115534.270000 sec): 3 clusters
  Score: Raw -5791552.755786 + Penalty 5249.352598 = -5786303.403188
  nChanged 232
		SP:Iteration 81Q (115534.630000 sec): 3 clusters
  Score: Raw -5791598.081814 + Penalty 5249.352598 = -5786348.729216
  nChanged 198
		SP:Iteration 82Q (115535.020000 sec): 3 clusters
  Score: Raw -5791637.243678 + Penalty 5249.352598 = -5786387.891080
  nChanged 195
		SP:Iteration 83Q (115535.440000 sec): 3 clusters
  Score: Raw -5791678.349279 + Penalty 5249.352598 = -5786428.996682
  nChanged 196
		SP:Iteration 84Q (115535.850000 sec): 3 clusters
  Score: Raw -5791715.164122 + Penalty 5249.352598 = -5786465.811524
  nChanged 158
		SP:Iteration 85Q (115536.280000 sec): 3 clusters
  Score: Raw -5791745.055105 + Penalty 5249.352598 = -5786495.702508
  nChanged 169
		SP:Iteration 86Q (115536.680000 sec): 3 clusters
  Score: Raw -5791778.098232 + Penalty 5249.352598 = -5786528.745634
  nChanged 155
		SP:Iteration 87Q (115537.080000 sec): 3 clusters
  Score: Raw -5791807.093597 + Penalty 5249.352598 = -5786557.741000
  nChanged 142
		SP:Iteration 88Q (115537.390000 sec): 3 clusters
  Score: Raw -5791830.951741 + Penalty 5249.352598 = -5786581.599143
  nChanged 134
		SP:Iteration 89Q (115537.740000 sec): 3 clusters
  Score: Raw -5791853.772442 + Penalty 5249.352598 = -5786604.419844
  nChanged 121
		SP:Iteration 90Q (115538.100000 sec): 3 clusters
  Score: Raw -5791873.466494 + Penalty 5249.352598 = -5786624.113896
  nChanged 109
		SP:Iteration 91Q (115538.430000 sec): 3 clusters
  Score: Raw -5791890.678983 + Penalty 5249.352598 = -5786641.326386
  nChanged 115
		SP:Iteration 92Q (115538.860000 sec): 3 clusters
  Score: Raw -5791909.770801 + Penalty 5249.352598 = -5786660.418203
  nChanged 111
		SP:Iteration 93Q (115539.320000 sec): 3 clusters
  Score: Raw -5791925.822304 + Penalty 5249.352598 = -5786676.469706
  nChanged 101
		SP:Iteration 94Q (115539.760000 sec): 3 clusters
  Score: Raw -5791944.347761 + Penalty 5249.352598 = -5786694.995163
  nChanged 118
		SP:Iteration 95Q (115540.200000 sec): 3 clusters
  Score: Raw -5791967.770801 + Penalty 5249.352598 = -5786718.418204
  nChanged 109
		SP:Iteration 96Q (115540.640000 sec): 3 clusters
  Score: Raw -5791990.957034 + Penalty 5249.352598 = -5786741.604436
  nChanged 106
		SP:Iteration 97Q (115541.120000 sec): 3 clusters
  Score: Raw -5792015.446942 + Penalty 5249.352598 = -5786766.094345
  nChanged 108
		SP:Iteration 98Q (115541.560000 sec): 3 clusters
  Score: Raw -5792038.236678 + Penalty 5249.352598 = -5786788.884081
  nChanged 107
		SP:Iteration 99Q (115542.000000 sec): 3 clusters
  Score: Raw -5792059.412043 + Penalty 5249.352598 = -5786810.059445
  nChanged 99
		SP:Iteration 100F (115542.420000 sec): 3 clusters
  Score: Raw -5792076.765832 + Penalty 5249.352598 = -5786827.413234
  nChanged 89
		SP:Iteration 101Q (115542.850000 sec): 3 clusters
  Score: Raw -5792092.029885 + Penalty 5249.352598 = -5786842.677287
  nChanged 83
		SP:Iteration 102Q (115543.220000 sec): 3 clusters
  Score: Raw -5792106.054950 + Penalty 5249.352598 = -5786856.702352
  nChanged 84
		SP:Iteration 103Q (115543.590000 sec): 3 clusters
  Score: Raw -5792120.532153 + Penalty 5249.352598 = -5786871.179555
  nChanged 75
		SP:Iteration 104Q (115544.000000 sec): 3 clusters
  Score: Raw -5792133.734169 + Penalty 5249.352598 = -5786884.381572
  nChanged 84
		SP:Iteration 105Q (115544.380000 sec): 3 clusters
  Score: Raw -5792148.859862 + Penalty 5249.352598 = -5786899.507264
  nChanged 91
		SP:Iteration 106Q (115544.770000 sec): 3 clusters
  Score: Raw -5792169.444705 + Penalty 5249.352598 = -5786920.092108
  nChanged 95
		SP:Iteration 107Q (115545.180000 sec): 3 clusters
  Score: Raw -5792190.282920 + Penalty 5249.352598 = -5786940.930322
  nChanged 83
		SP:Iteration 108Q (115545.530000 sec): 3 clusters
  Score: Raw -5792208.120544 + Penalty 5249.352598 = -5786958.767946
  nChanged 86
		SP:Iteration 109Q (115545.910000 sec): 3 clusters
  Score: Raw -5792224.873586 + Penalty 5249.352598 = -5786975.520988
  nChanged 69
		SP:Iteration 110Q (115546.280000 sec): 3 clusters
  Score: Raw -5792237.762596 + Penalty 5249.352598 = -5786988.409998
  nChanged 72
		SP:Iteration 111Q (115546.700000 sec): 3 clusters
  Score: Raw -5792251.259614 + Penalty 5249.352598 = -5787001.907016
  nChanged 54
		SP:Iteration 112Q (115547.070000 sec): 3 clusters
  Score: Raw -5792260.785936 + Penalty 5249.352598 = -5787011.433338
  nChanged 57
		SP:Iteration 113Q (115547.510000 sec): 3 clusters
  Score: Raw -5792270.971713 + Penalty 5249.352598 = -5787021.619115
  nChanged 51
		SP:Iteration 114Q (115547.960000 sec): 3 clusters
  Score: Raw -5792279.613456 + Penalty 5249.352598 = -5787030.260858
  nChanged 43
		SP:Iteration 115Q (115548.430000 sec): 3 clusters
  Score: Raw -5792286.555447 + Penalty 5249.352598 = -5787037.202849
  nChanged 42
		SP:Iteration 116Q (115548.900000 sec): 3 clusters
  Score: Raw -5792295.405134 + Penalty 5249.352598 = -5787046.052536
  nChanged 40
		SP:Iteration 117Q (115549.240000 sec): 3 clusters
  Score: Raw -5792301.974027 + Penalty 5249.352598 = -5787052.621429
  nChanged 39
		SP:Iteration 118Q (115549.700000 sec): 3 clusters
  Score: Raw -5792308.632469 + Penalty 5249.352598 = -5787059.279871
  nChanged 37
		SP:Iteration 119Q (115550.170000 sec): 3 clusters
  Score: Raw -5792315.631202 + Penalty 5249.352598 = -5787066.278604
  nChanged 35
		SP:Iteration 120F (115550.560000 sec): 3 clusters
  Score: Raw -5792322.473981 + Penalty 5249.352598 = -5787073.121383
  nChanged 35
		SP:Iteration 121Q (115550.980000 sec): 3 clusters
  Score: Raw -5792328.151975 + Penalty 5249.352598 = -5787078.799377
  nChanged 33
		SP:Iteration 122Q (115551.460000 sec): 3 clusters
  Score: Raw -5792333.603695 + Penalty 5249.352598 = -5787084.251097
  nChanged 32
		SP:Iteration 123Q (115551.860000 sec): 3 clusters
  Score: Raw -5792339.499456 + Penalty 5249.352598 = -5787090.146859
  nChanged 37
		SP:Iteration 124Q (115552.300000 sec): 3 clusters
  Score: Raw -5792345.831195 + Penalty 5249.352598 = -5787096.478597
  nChanged 35
		SP:Iteration 125Q (115552.720000 sec): 3 clusters
  Score: Raw -5792353.673802 + Penalty 5249.352598 = -5787104.321204
  nChanged 45
		SP:Iteration 126Q (115553.180000 sec): 3 clusters
  Score: Raw -5792362.539735 + Penalty 5249.352598 = -5787113.187137
  nChanged 35
		SP:Iteration 127Q (115553.670000 sec): 3 clusters
  Score: Raw -5792369.610877 + Penalty 5249.352598 = -5787120.258279
  nChanged 39
		SP:Iteration 128Q (115554.060000 sec): 3 clusters
  Score: Raw -5792376.659023 + Penalty 5249.352598 = -5787127.306426
  nChanged 30
		SP:Iteration 129Q (115554.480000 sec): 3 clusters
  Score: Raw -5792382.280051 + Penalty 5249.352598 = -5787132.927453
  nChanged 30
		SP:Iteration 130Q (115554.860000 sec): 3 clusters
  Score: Raw -5792389.600649 + Penalty 5249.352598 = -5787140.248051
  nChanged 45
		SP:Iteration 131Q (115555.250000 sec): 3 clusters
  Score: Raw -5792399.083150 + Penalty 5249.352598 = -5787149.730553
  nChanged 43
		SP:Iteration 132Q (115555.720000 sec): 3 clusters
  Score: Raw -5792406.988706 + Penalty 5249.352598 = -5787157.636109
  nChanged 36
		SP:Iteration 133Q (115556.120000 sec): 3 clusters
  Score: Raw -5792413.475281 + Penalty 5249.352598 = -5787164.122683
  nChanged 42
		SP:Iteration 134Q (115556.570000 sec): 3 clusters
  Score: Raw -5792420.985570 + Penalty 5249.352598 = -5787171.632972
  nChanged 42
		SP:Iteration 135Q (115556.990000 sec): 3 clusters
  Score: Raw -5792429.512141 + Penalty 5249.352598 = -5787180.159543
  nChanged 49
		SP:Iteration 136Q (115557.380000 sec): 3 clusters
  Score: Raw -5792440.397476 + Penalty 5249.352598 = -5787191.044878
  nChanged 56
		SP:Iteration 137Q (115557.810000 sec): 3 clusters
  Score: Raw -5792451.091933 + Penalty 5249.352598 = -5787201.739336
  nChanged 50
		SP:Iteration 138Q (115558.260000 sec): 3 clusters
  Score: Raw -5792462.784124 + Penalty 5249.352598 = -5787213.431526
  nChanged 50
		SP:Iteration 139Q (115558.630000 sec): 3 clusters
  Score: Raw -5792474.271515 + Penalty 5249.352598 = -5787224.918917
  nChanged 54
		SP:Iteration 140F (115559.120000 sec): 3 clusters
  Score: Raw -5792485.732259 + Penalty 5249.352598 = -5787236.379661
  nChanged 45
		SP:Iteration 141Q (115559.590000 sec): 3 clusters
  Score: Raw -5792494.818120 + Penalty 5249.352598 = -5787245.465522
  nChanged 34
		SP:Iteration 142Q (115559.990000 sec): 3 clusters
  Score: Raw -5792501.915726 + Penalty 5249.352598 = -5787252.563128
  nChanged 30
		SP:Iteration 143Q (115560.460000 sec): 3 clusters
  Score: Raw -5792508.187812 + Penalty 5249.352598 = -5787258.835214
  nChanged 36
		SP:Iteration 144Q (115560.930000 sec): 3 clusters
  Score: Raw -5792516.544922 + Penalty 5249.352598 = -5787267.192324
  nChanged 49
		SP:Iteration 145Q (115561.290000 sec): 3 clusters
  Score: Raw -5792528.369661 + Penalty 5249.352598 = -5787279.017063
  nChanged 41
		SP:Iteration 146Q (115561.730000 sec): 3 clusters
  Score: Raw -5792537.836905 + Penalty 5249.352598 = -5787288.484308
  nChanged 30
		SP:Iteration 147Q (115562.220000 sec): 3 clusters
  Score: Raw -5792545.164430 + Penalty 5249.352598 = -5787295.811832
  nChanged 30
		SP:Iteration 148Q (115562.630000 sec): 3 clusters
  Score: Raw -5792552.922544 + Penalty 5249.352598 = -5787303.569946
  nChanged 27
		SP:Iteration 149Q (115563.050000 sec): 3 clusters
  Score: Raw -5792558.380898 + Penalty 5249.352598 = -5787309.028300
  nChanged 24
		SP:Iteration 150Q (115563.460000 sec): 3 clusters
  Score: Raw -5792563.385474 + Penalty 5249.352598 = -5787314.032877
  nChanged 21
		SP:Iteration 151Q (115563.850000 sec): 3 clusters
  Score: Raw -5792568.162849 + Penalty 5249.352598 = -5787318.810252
  nChanged 17
		SP:Iteration 152Q (115564.200000 sec): 3 clusters
  Score: Raw -5792571.675042 + Penalty 5249.352598 = -5787322.322444
  nChanged 19
		SP:Iteration 153Q (115564.690000 sec): 3 clusters
  Score: Raw -5792576.854519 + Penalty 5249.352598 = -5787327.501921
  nChanged 19
		SP:Iteration 154Q (115565.090000 sec): 3 clusters
  Score: Raw -5792581.580849 + Penalty 5249.352598 = -5787332.228252
  nChanged 28
		SP:Iteration 155Q (115565.470000 sec): 3 clusters
  Score: Raw -5792587.935329 + Penalty 5249.352598 = -5787338.582731
  nChanged 32
		SP:Iteration 156Q (115565.940000 sec): 3 clusters
  Score: Raw -5792597.126209 + Penalty 5249.352598 = -5787347.773612
  nChanged 35
		SP:Iteration 157Q (115566.380000 sec): 3 clusters
  Score: Raw -5792605.901971 + Penalty 5249.352598 = -5787356.549373
  nChanged 34
		SP:Iteration 158Q (115566.790000 sec): 3 clusters
  Score: Raw -5792613.823123 + Penalty 5249.352598 = -5787364.470525
  nChanged 24
		SP:Iteration 159Q (115567.200000 sec): 3 clusters
  Score: Raw -5792620.498201 + Penalty 5249.352598 = -5787371.145604
  nChanged 23
		SP:Iteration 160F (115567.730000 sec): 3 clusters
  Score: Raw -5792626.347945 + Penalty 5249.352598 = -5787376.995348
  nChanged 20
		SP:Iteration 161Q (115568.180000 sec): 3 clusters
  Score: Raw -5792630.663816 + Penalty 5249.352598 = -5787381.311219
  nChanged 17
		SP:Iteration 162Q (115568.600000 sec): 3 clusters
  Score: Raw -5792633.965153 + Penalty 5249.352598 = -5787384.612555
  nChanged 8
		SP:Iteration 163Q (115569.070000 sec): 3 clusters
  Score: Raw -5792635.268579 + Penalty 5249.352598 = -5787385.915981
  nChanged 6
		SP:Iteration 164Q (115569.450000 sec): 3 clusters
  Score: Raw -5792636.154728 + Penalty 5249.352598 = -5787386.802130
  nChanged 4
		SP:Iteration 165Q (115569.810000 sec): 3 clusters
  Score: Raw -5792637.255593 + Penalty 5249.352598 = -5787387.902995
  nChanged 6
		SP:Iteration 166Q (115570.250000 sec): 3 clusters
  Score: Raw -5792638.791602 + Penalty 5249.352598 = -5787389.439005
  nChanged 4
		SP:Iteration 167Q (115570.690000 sec): 3 clusters
  Score: Raw -5792640.292327 + Penalty 5249.352598 = -5787390.939729
  nChanged 10
		SP:Iteration 168Q (115571.070000 sec): 3 clusters
  Score: Raw -5792641.927167 + Penalty 5249.352598 = -5787392.574569
  nChanged 10
		SP:Iteration 169Q (115571.500000 sec): 3 clusters
  Score: Raw -5792643.353447 + Penalty 5249.352598 = -5787394.000849
  nChanged 9
		SP:Iteration 170Q (115571.950000 sec): 3 clusters
  Score: Raw -5792645.189655 + Penalty 5249.352598 = -5787395.837058
  nChanged 8
		SP:Iteration 171Q (115572.330000 sec): 3 clusters
  Score: Raw -5792647.014024 + Penalty 5249.352598 = -5787397.661427
  nChanged 5
		SP:Iteration 172Q (115572.720000 sec): 3 clusters
  Score: Raw -5792648.062295 + Penalty 5249.352598 = -5787398.709697
  nChanged 5
		SP:Iteration 173Q (115573.170000 sec): 3 clusters
  Score: Raw -5792649.083244 + Penalty 5249.352598 = -5787399.730646
  nChanged 7
		SP:Iteration 174Q (115573.520000 sec): 3 clusters
  Score: Raw -5792650.982320 + Penalty 5249.352598 = -5787401.629722
  nChanged 13
		SP:Iteration 175Q (115573.930000 sec): 3 clusters
  Score: Raw -5792653.755032 + Penalty 5249.352598 = -5787404.402434
  nChanged 11
		SP:Iteration 176Q (115574.310000 sec): 3 clusters
  Score: Raw -5792655.777228 + Penalty 5249.352598 = -5787406.424630
  nChanged 5
		SP:Iteration 177Q (115574.690000 sec): 3 clusters
  Score: Raw -5792656.696011 + Penalty 5249.352598 = -5787407.343413
  nChanged 4
		SP:Iteration 178Q (115575.130000 sec): 3 clusters
  Score: Raw -5792657.720472 + Penalty 5249.352598 = -5787408.367874
  nChanged 3
		SP:Iteration 179Q (115575.490000 sec): 3 clusters
  Score: Raw -5792658.248323 + Penalty 5249.352598 = -5787408.895726
  nChanged 4
		SP:Iteration 180F (115575.930000 sec): 3 clusters
  Score: Raw -5792659.144565 + Penalty 5249.352598 = -5787409.791967
  nChanged 2
		SP:Iteration 181Q (115576.350000 sec): 3 clusters
  Score: Raw -5792659.444495 + Penalty 5249.352598 = -5787410.091897
  nChanged 2
		SP:Iteration 182Q (115576.790000 sec): 3 clusters
  Score: Raw -5792659.707225 + Penalty 5249.352598 = -5787410.354627
  nChanged 1
		SP:Iteration 183Q (115577.220000 sec): 3 clusters
  Score: Raw -5792659.775148 + Penalty 5249.352598 = -5787410.422551
  nChanged 0
		SP:Iteration 184F (115577.710000 sec): 3 clusters
  Score: Raw -5792659.775148 + Penalty 5249.352598 = -5787410.422551
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 42 (5143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115577.770000 sec): 2 clusters
  Score: Raw -786395.908453 + Penalty 2119.257178 = -784276.651275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115577.940000 sec): 3 clusters
  Score: Raw -783951.403478 + Penalty 4238.514356 = -779712.889122
  nChanged 1966
		SP:Iteration 1F (115578.070000 sec): 3 clusters
  Score: Raw -785143.774308 + Penalty 4238.514356 = -780905.259952
  nChanged 449
		SP:Iteration 2F (115578.250000 sec): 3 clusters
  Score: Raw -785612.156794 + Penalty 4238.514356 = -781373.642439
  nChanged 451
		SP:Iteration 3F (115578.440000 sec): 3 clusters
  Score: Raw -786360.096358 + Penalty 4238.514356 = -782121.582002
  nChanged 505
		SP:Iteration 4F (115578.590000 sec): 3 clusters
  Score: Raw -787287.538308 + Penalty 4238.514356 = -783049.023952
  nChanged 457
		SP:Iteration 5F (115578.780000 sec): 3 clusters
  Score: Raw -788035.153865 + Penalty 4238.514356 = -783796.639510
  nChanged 291
		SP:Iteration 6F (115578.920000 sec): 3 clusters
  Score: Raw -788444.562462 + Penalty 4238.514356 = -784206.048106
  nChanged 241
		SP:Iteration 7Q (115579.120000 sec): 3 clusters
  Score: Raw -788739.377699 + Penalty 4238.514356 = -784500.863343
  nChanged 169
		SP:Iteration 8Q (115579.260000 sec): 3 clusters
  Score: Raw -788914.931389 + Penalty 4238.514356 = -784676.417034
  nChanged 150
		SP:Iteration 9Q (115579.430000 sec): 3 clusters
  Score: Raw -789057.691134 + Penalty 4238.514356 = -784819.176778
  nChanged 120
		SP:Iteration 10Q (115579.550000 sec): 3 clusters
  Score: Raw -789160.851059 + Penalty 4238.514356 = -784922.336703
  nChanged 88
		SP:Iteration 11Q (115579.720000 sec): 3 clusters
  Score: Raw -789228.570837 + Penalty 4238.514356 = -784990.056482
  nChanged 71
		SP:Iteration 12Q (115579.910000 sec): 3 clusters
  Score: Raw -789284.076945 + Penalty 4238.514356 = -785045.562589
  nChanged 65
		SP:Iteration 13Q (115580.050000 sec): 3 clusters
  Score: Raw -789324.694733 + Penalty 4238.514356 = -785086.180378
  nChanged 69
		SP:Iteration 14Q (115580.230000 sec): 3 clusters
  Score: Raw -789363.791607 + Penalty 4238.514356 = -785125.277251
  nChanged 56
		SP:Iteration 15Q (115580.370000 sec): 3 clusters
  Score: Raw -789390.817571 + Penalty 4238.514356 = -785152.303216
  nChanged 44
		SP:Iteration 16Q (115580.550000 sec): 3 clusters
  Score: Raw -789409.352850 + Penalty 4238.514356 = -785170.838494
  nChanged 38
		SP:Iteration 17Q (115580.690000 sec): 3 clusters
  Score: Raw -789423.101593 + Penalty 4238.514356 = -785184.587237
  nChanged 28
		SP:Iteration 18Q (115580.830000 sec): 3 clusters
  Score: Raw -789430.278808 + Penalty 4238.514356 = -785191.764452
  nChanged 20
		SP:Iteration 19Q (115581.020000 sec): 3 clusters
  Score: Raw -789436.232604 + Penalty 4238.514356 = -785197.718248
  nChanged 18
		SP:Iteration 20F (115581.180000 sec): 3 clusters
  Score: Raw -789440.095506 + Penalty 4238.514356 = -785201.581150
  nChanged 11
		SP:Iteration 21Q (115581.370000 sec): 3 clusters
  Score: Raw -789442.308804 + Penalty 4238.514356 = -785203.794449
  nChanged 12
		SP:Iteration 22Q (115581.540000 sec): 3 clusters
  Score: Raw -789446.428332 + Penalty 4238.514356 = -785207.913976
  nChanged 13
		SP:Iteration 23Q (115581.770000 sec): 3 clusters
  Score: Raw -789450.171444 + Penalty 4238.514356 = -785211.657089
  nChanged 8
		SP:Iteration 24Q (115581.950000 sec): 3 clusters
  Score: Raw -789454.987601 + Penalty 4238.514356 = -785216.473245
  nChanged 12
		SP:Iteration 25Q (115582.100000 sec): 3 clusters
  Score: Raw -789458.895021 + Penalty 4238.514356 = -785220.380665
  nChanged 11
		SP:Iteration 26Q (115582.310000 sec): 3 clusters
  Score: Raw -789461.366671 + Penalty 4238.514356 = -785222.852315
  nChanged 8
		SP:Iteration 27Q (115582.530000 sec): 3 clusters
  Score: Raw -789463.263754 + Penalty 4238.514356 = -785224.749398
  nChanged 6
		SP:Iteration 28Q (115582.640000 sec): 3 clusters
  Score: Raw -789464.966737 + Penalty 4238.514356 = -785226.452381
  nChanged 8
		SP:Iteration 29Q (115582.770000 sec): 3 clusters
  Score: Raw -789466.739434 + Penalty 4238.514356 = -785228.225079
  nChanged 7
		SP:Iteration 30Q (115582.980000 sec): 3 clusters
  Score: Raw -789468.347806 + Penalty 4238.514356 = -785229.833451
  nChanged 4
		SP:Iteration 31Q (115583.120000 sec): 3 clusters
  Score: Raw -789469.597421 + Penalty 4238.514356 = -785231.083065
  nChanged 5
		SP:Iteration 32Q (115583.260000 sec): 3 clusters
  Score: Raw -789470.747047 + Penalty 4238.514356 = -785232.232692
  nChanged 5
		SP:Iteration 33Q (115583.410000 sec): 3 clusters
  Score: Raw -789472.193864 + Penalty 4238.514356 = -785233.679508
  nChanged 6
		SP:Iteration 34Q (115583.570000 sec): 3 clusters
  Score: Raw -789473.640593 + Penalty 4238.514356 = -785235.126237
  nChanged 6
		SP:Iteration 35Q (115583.730000 sec): 3 clusters
  Score: Raw -789474.963668 + Penalty 4238.514356 = -785236.449312
  nChanged 6
		SP:Iteration 36Q (115583.890000 sec): 3 clusters
  Score: Raw -789476.922592 + Penalty 4238.514356 = -785238.408237
  nChanged 9
		SP:Iteration 37Q (115584.060000 sec): 3 clusters
  Score: Raw -789479.675142 + Penalty 4238.514356 = -785241.160786
  nChanged 15
		SP:Iteration 38Q (115584.250000 sec): 3 clusters
  Score: Raw -789483.052794 + Penalty 4238.514356 = -785244.538438
  nChanged 10
		SP:Iteration 39Q (115584.430000 sec): 3 clusters
  Score: Raw -789485.430762 + Penalty 4238.514356 = -785246.916406
  nChanged 14
		SP:Iteration 40F (115584.560000 sec): 3 clusters
  Score: Raw -789488.061191 + Penalty 4238.514356 = -785249.546835
  nChanged 13
		SP:Iteration 41Q (115584.780000 sec): 3 clusters
  Score: Raw -789490.537211 + Penalty 4238.514356 = -785252.022856
  nChanged 15
		SP:Iteration 42Q (115584.930000 sec): 3 clusters
  Score: Raw -789494.235148 + Penalty 4238.514356 = -785255.720793
  nChanged 16
		SP:Iteration 43Q (115585.110000 sec): 3 clusters
  Score: Raw -789498.748390 + Penalty 4238.514356 = -785260.234035
  nChanged 15
		SP:Iteration 44Q (115585.340000 sec): 3 clusters
  Score: Raw -789502.887201 + Penalty 4238.514356 = -785264.372846
  nChanged 14
		SP:Iteration 45Q (115585.510000 sec): 3 clusters
  Score: Raw -789507.101509 + Penalty 4238.514356 = -785268.587153
  nChanged 17
		SP:Iteration 46Q (115585.710000 sec): 3 clusters
  Score: Raw -789512.948104 + Penalty 4238.514356 = -785274.433749
  nChanged 13
		SP:Iteration 47Q (115585.880000 sec): 3 clusters
  Score: Raw -789517.403934 + Penalty 4238.514356 = -785278.889578
  nChanged 13
		SP:Iteration 48Q (115586.040000 sec): 3 clusters
  Score: Raw -789520.622628 + Penalty 4238.514356 = -785282.108273
  nChanged 12
		SP:Iteration 49Q (115586.240000 sec): 3 clusters
  Score: Raw -789523.601280 + Penalty 4238.514356 = -785285.086925
  nChanged 5
		SP:Iteration 50Q (115586.400000 sec): 3 clusters
  Score: Raw -789524.445693 + Penalty 4238.514356 = -785285.931338
  nChanged 6
		SP:Iteration 51Q (115586.620000 sec): 3 clusters
  Score: Raw -789526.019072 + Penalty 4238.514356 = -785287.504717
  nChanged 3
		SP:Iteration 52Q (115586.790000 sec): 3 clusters
  Score: Raw -789526.671403 + Penalty 4238.514356 = -785288.157048
  nChanged 2
		SP:Iteration 53Q (115586.950000 sec): 3 clusters
  Score: Raw -789527.367278 + Penalty 4238.514356 = -785288.852923
  nChanged 5
		SP:Iteration 54Q (115587.070000 sec): 3 clusters
  Score: Raw -789529.181999 + Penalty 4238.514356 = -785290.667644
  nChanged 6
		SP:Iteration 55Q (115587.250000 sec): 3 clusters
  Score: Raw -789531.385670 + Penalty 4238.514356 = -785292.871315
  nChanged 10
		SP:Iteration 56Q (115587.440000 sec): 3 clusters
  Score: Raw -789535.274652 + Penalty 4238.514356 = -785296.760297
  nChanged 10
		SP:Iteration 57Q (115587.650000 sec): 3 clusters
  Score: Raw -789538.165224 + Penalty 4238.514356 = -785299.650868
  nChanged 7
		SP:Iteration 58Q (115587.810000 sec): 3 clusters
  Score: Raw -789539.590761 + Penalty 4238.514356 = -785301.076406
  nChanged 3
		SP:Iteration 59Q (115587.910000 sec): 3 clusters
  Score: Raw -789540.082521 + Penalty 4238.514356 = -785301.568166
  nChanged 0
		SP:Iteration 60F (115588.090000 sec): 3 clusters
  Score: Raw -789540.082521 + Penalty 4238.514356 = -785301.568166
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 43 (11621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115588.270000 sec): 2 clusters
  Score: Raw -1805533.315491 + Penalty 2321.421133 = -1803211.894358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115588.520000 sec): 3 clusters
  Score: Raw -1799144.188805 + Penalty 4642.842266 = -1794501.346539
  nChanged 4916
		SP:Iteration 1F (115588.700000 sec): 3 clusters
  Score: Raw -1801789.735359 + Penalty 4642.842266 = -1797146.893093
  nChanged 791
		SP:Iteration 2F (115588.980000 sec): 3 clusters
  Score: Raw -1802190.941841 + Penalty 4642.842266 = -1797548.099574
  nChanged 714
		SP:Iteration 3F (115589.160000 sec): 3 clusters
  Score: Raw -1802591.515921 + Penalty 4642.842266 = -1797948.673655
  nChanged 680
		SP:Iteration 4F (115589.360000 sec): 3 clusters
  Score: Raw -1803023.681115 + Penalty 4642.842266 = -1798380.838849
  nChanged 704
		SP:Iteration 5F (115589.520000 sec): 3 clusters
  Score: Raw -1803512.941129 + Penalty 4642.842266 = -1798870.098863
  nChanged 731
		SP:Iteration 6F (115589.750000 sec): 3 clusters
  Score: Raw -1804069.634908 + Penalty 4642.842266 = -1799426.792642
  nChanged 719
		SP:Iteration 7F (115589.990000 sec): 3 clusters
  Score: Raw -1804616.495924 + Penalty 4642.842266 = -1799973.653658
  nChanged 618
		SP:Iteration 8F (115590.190000 sec): 3 clusters
  Score: Raw -1805046.454005 + Penalty 4642.842266 = -1800403.611738
  nChanged 496
		SP:Iteration 9Q (115590.420000 sec): 3 clusters
  Score: Raw -1805296.774550 + Penalty 4642.842266 = -1800653.932284
  nChanged 326
		SP:Iteration 10Q (115590.600000 sec): 3 clusters
  Score: Raw -1805428.975808 + Penalty 4642.842266 = -1800786.133542
  nChanged 237
		SP:Iteration 11Q (115590.840000 sec): 3 clusters
  Score: Raw -1805513.029079 + Penalty 4642.842266 = -1800870.186813
  nChanged 181
		SP:Iteration 12Q (115591.080000 sec): 3 clusters
  Score: Raw -1805569.853977 + Penalty 4642.842266 = -1800927.011711
  nChanged 150
		SP:Iteration 13Q (115591.330000 sec): 3 clusters
  Score: Raw -1805612.976477 + Penalty 4642.842266 = -1800970.134211
  nChanged 106
		SP:Iteration 14Q (115591.540000 sec): 3 clusters
  Score: Raw -1805640.307689 + Penalty 4642.842266 = -1800997.465422
  nChanged 79
		SP:Iteration 15Q (115591.830000 sec): 3 clusters
  Score: Raw -1805660.736762 + Penalty 4642.842266 = -1801017.894496
  nChanged 60
		SP:Iteration 16Q (115592.020000 sec): 3 clusters
  Score: Raw -1805674.207568 + Penalty 4642.842266 = -1801031.365302
  nChanged 48
		SP:Iteration 17Q (115592.260000 sec): 3 clusters
  Score: Raw -1805684.727685 + Penalty 4642.842266 = -1801041.885418
  nChanged 39
		SP:Iteration 18Q (115592.510000 sec): 3 clusters
  Score: Raw -1805691.640768 + Penalty 4642.842266 = -1801048.798501
  nChanged 20
		SP:Iteration 19Q (115592.770000 sec): 3 clusters
  Score: Raw -1805695.507572 + Penalty 4642.842266 = -1801052.665306
  nChanged 27
		SP:Iteration 20F (115592.990000 sec): 3 clusters
  Score: Raw -1805700.353789 + Penalty 4642.842266 = -1801057.511523
  nChanged 22
		SP:Iteration 21Q (115593.260000 sec): 3 clusters
  Score: Raw -1805704.744809 + Penalty 4642.842266 = -1801061.902543
  nChanged 24
		SP:Iteration 22Q (115593.500000 sec): 3 clusters
  Score: Raw -1805709.314053 + Penalty 4642.842266 = -1801066.471787
  nChanged 24
		SP:Iteration 23Q (115593.720000 sec): 3 clusters
  Score: Raw -1805713.297152 + Penalty 4642.842266 = -1801070.454885
  nChanged 18
		SP:Iteration 24Q (115593.980000 sec): 3 clusters
  Score: Raw -1805716.642685 + Penalty 4642.842266 = -1801073.800419
  nChanged 25
		SP:Iteration 25Q (115594.230000 sec): 3 clusters
  Score: Raw -1805722.330634 + Penalty 4642.842266 = -1801079.488368
  nChanged 21
		SP:Iteration 26Q (115594.430000 sec): 3 clusters
  Score: Raw -1805727.287573 + Penalty 4642.842266 = -1801084.445307
  nChanged 20
		SP:Iteration 27Q (115594.680000 sec): 3 clusters
  Score: Raw -1805731.030398 + Penalty 4642.842266 = -1801088.188132
  nChanged 12
		SP:Iteration 28Q (115594.950000 sec): 3 clusters
  Score: Raw -1805732.567251 + Penalty 4642.842266 = -1801089.724984
  nChanged 6
		SP:Iteration 29Q (115595.150000 sec): 3 clusters
  Score: Raw -1805733.731100 + Penalty 4642.842266 = -1801090.888834
  nChanged 11
		SP:Iteration 30Q (115595.320000 sec): 3 clusters
  Score: Raw -1805735.945010 + Penalty 4642.842266 = -1801093.102744
  nChanged 19
		SP:Iteration 31Q (115595.550000 sec): 3 clusters
  Score: Raw -1805739.877368 + Penalty 4642.842266 = -1801097.035102
  nChanged 18
		SP:Iteration 32Q (115595.790000 sec): 3 clusters
  Score: Raw -1805743.170580 + Penalty 4642.842266 = -1801100.328314
  nChanged 14
		SP:Iteration 33Q (115596.000000 sec): 3 clusters
  Score: Raw -1805746.470115 + Penalty 4642.842266 = -1801103.627849
  nChanged 19
		SP:Iteration 34Q (115596.280000 sec): 3 clusters
  Score: Raw -1805750.628700 + Penalty 4642.842266 = -1801107.786433
  nChanged 16
		SP:Iteration 35Q (115596.490000 sec): 3 clusters
  Score: Raw -1805753.415989 + Penalty 4642.842266 = -1801110.573722
  nChanged 10
		SP:Iteration 36Q (115596.750000 sec): 3 clusters
  Score: Raw -1805755.140083 + Penalty 4642.842266 = -1801112.297816
  nChanged 10
		SP:Iteration 37Q (115596.960000 sec): 3 clusters
  Score: Raw -1805757.004903 + Penalty 4642.842266 = -1801114.162636
  nChanged 4
		SP:Iteration 38Q (115597.170000 sec): 3 clusters
  Score: Raw -1805757.557441 + Penalty 4642.842266 = -1801114.715174
  nChanged 5
		SP:Iteration 39Q (115597.370000 sec): 3 clusters
  Score: Raw -1805758.663834 + Penalty 4642.842266 = -1801115.821568
  nChanged 5
		SP:Iteration 40F (115597.610000 sec): 3 clusters
  Score: Raw -1805759.677153 + Penalty 4642.842266 = -1801116.834887
  nChanged 9
		SP:Iteration 41Q (115597.810000 sec): 3 clusters
  Score: Raw -1805761.489843 + Penalty 4642.842266 = -1801118.647577
  nChanged 14
		SP:Iteration 42Q (115598.030000 sec): 3 clusters
  Score: Raw -1805764.390287 + Penalty 4642.842266 = -1801121.548021
  nChanged 15
		SP:Iteration 43Q (115598.230000 sec): 3 clusters
  Score: Raw -1805767.553955 + Penalty 4642.842266 = -1801124.711689
  nChanged 11
		SP:Iteration 44Q (115598.470000 sec): 3 clusters
  Score: Raw -1805769.745585 + Penalty 4642.842266 = -1801126.903319
  nChanged 8
		SP:Iteration 45Q (115598.670000 sec): 3 clusters
  Score: Raw -1805770.947265 + Penalty 4642.842266 = -1801128.104999
  nChanged 3
		SP:Iteration 46Q (115598.870000 sec): 3 clusters
  Score: Raw -1805771.513677 + Penalty 4642.842266 = -1801128.671411
  nChanged 10
		SP:Iteration 47Q (115599.140000 sec): 3 clusters
  Score: Raw -1805773.297827 + Penalty 4642.842266 = -1801130.455561
  nChanged 6
		SP:Iteration 48Q (115599.380000 sec): 3 clusters
  Score: Raw -1805774.418195 + Penalty 4642.842266 = -1801131.575928
  nChanged 3
		SP:Iteration 49Q (115599.620000 sec): 3 clusters
  Score: Raw -1805774.980067 + Penalty 4642.842266 = -1801132.137800
  nChanged 3
		SP:Iteration 50Q (115599.880000 sec): 3 clusters
  Score: Raw -1805775.524166 + Penalty 4642.842266 = -1801132.681900
  nChanged 6
		SP:Iteration 51Q (115600.060000 sec): 3 clusters
  Score: Raw -1805776.707722 + Penalty 4642.842266 = -1801133.865456
  nChanged 2
		SP:Iteration 52Q (115600.290000 sec): 3 clusters
  Score: Raw -1805776.983459 + Penalty 4642.842266 = -1801134.141193
  nChanged 0
		SP:Iteration 53F (115600.550000 sec): 3 clusters
  Score: Raw -1805776.983459 + Penalty 4642.842266 = -1801134.141193
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 44 (52478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115600.930000 sec): 2 clusters
  Score: Raw -8042369.813113 + Penalty 2695.301030 = -8039674.512083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115601.440000 sec): 3 clusters
  Score: Raw -8009755.811000 + Penalty 5390.602059 = -8004365.208941
  nChanged 24232
		SP:Iteration 1F (115601.990000 sec): 3 clusters
  Score: Raw -8023549.663494 + Penalty 5390.602059 = -8018159.061435
  nChanged 2271
		SP:Iteration 2Q (115602.570000 sec): 3 clusters
  Score: Raw -8024305.522728 + Penalty 5390.602059 = -8018914.920669
  nChanged 2215
		SP:Iteration 3Q (115603.210000 sec): 3 clusters
  Score: Raw -8025045.834670 + Penalty 5390.602059 = -8019655.232611
  nChanged 2201
		SP:Iteration 4Q (115603.730000 sec): 3 clusters
  Score: Raw -8025797.142557 + Penalty 5390.602059 = -8020406.540498
  nChanged 2139
		SP:Iteration 5Q (115604.310000 sec): 3 clusters
  Score: Raw -8026619.823382 + Penalty 5390.602059 = -8021229.221323
  nChanged 2311
		SP:Iteration 6Q (115604.830000 sec): 3 clusters
  Score: Raw -8027619.084575 + Penalty 5390.602059 = -8022228.482515
  nChanged 2557
		SP:Iteration 7Q (115605.380000 sec): 3 clusters
  Score: Raw -8028944.580665 + Penalty 5390.602059 = -8023553.978605
  nChanged 2867
		SP:Iteration 8F (115605.940000 sec): 3 clusters
  Score: Raw -8030687.487369 + Penalty 5390.602059 = -8025296.885309
  nChanged 3179
		SP:Iteration 9F (115606.490000 sec): 3 clusters
  Score: Raw -8032877.493100 + Penalty 5390.602059 = -8027486.891041
  nChanged 3168
		SP:Iteration 10F (115607.050000 sec): 3 clusters
  Score: Raw -8035274.546347 + Penalty 5390.602059 = -8029883.944288
  nChanged 2971
		SP:Iteration 11F (115607.530000 sec): 3 clusters
  Score: Raw -8037646.144239 + Penalty 5390.602059 = -8032255.542180
  nChanged 2493
		SP:Iteration 12Q (115608.070000 sec): 3 clusters
  Score: Raw -8039652.799885 + Penalty 5390.602059 = -8034262.197826
  nChanged 1971
		SP:Iteration 13Q (115608.620000 sec): 3 clusters
  Score: Raw -8041214.528156 + Penalty 5390.602059 = -8035823.926097
  nChanged 1439
		SP:Iteration 14Q (115609.190000 sec): 3 clusters
  Score: Raw -8042318.162061 + Penalty 5390.602059 = -8036927.560001
  nChanged 1057
		SP:Iteration 15Q (115609.710000 sec): 3 clusters
  Score: Raw -8043079.732563 + Penalty 5390.602059 = -8037689.130503
  nChanged 770
		SP:Iteration 16Q (115610.270000 sec): 3 clusters
  Score: Raw -8043580.344335 + Penalty 5390.602059 = -8038189.742276
  nChanged 565
		SP:Iteration 17Q (115610.900000 sec): 3 clusters
  Score: Raw -8043900.717085 + Penalty 5390.602059 = -8038510.115026
  nChanged 392
		SP:Iteration 18Q (115611.450000 sec): 3 clusters
  Score: Raw -8044110.405661 + Penalty 5390.602059 = -8038719.803602
  nChanged 285
		SP:Iteration 19Q (115612.050000 sec): 3 clusters
  Score: Raw -8044248.934609 + Penalty 5390.602059 = -8038858.332550
  nChanged 184
		SP:Iteration 20F (115612.650000 sec): 3 clusters
  Score: Raw -8044332.028501 + Penalty 5390.602059 = -8038941.426442
  nChanged 122
		SP:Iteration 21Q (115613.030000 sec): 3 clusters
  Score: Raw -8044383.665119 + Penalty 5390.602059 = -8038993.063060
  nChanged 90
		SP:Iteration 22Q (115613.550000 sec): 3 clusters
  Score: Raw -8044415.553811 + Penalty 5390.602059 = -8039024.951752
  nChanged 70
		SP:Iteration 23Q (115614.090000 sec): 3 clusters
  Score: Raw -8044441.154608 + Penalty 5390.602059 = -8039050.552549
  nChanged 52
		SP:Iteration 24Q (115614.610000 sec): 3 clusters
  Score: Raw -8044460.202830 + Penalty 5390.602059 = -8039069.600770
  nChanged 39
		SP:Iteration 25Q (115615.090000 sec): 3 clusters
  Score: Raw -8044474.083128 + Penalty 5390.602059 = -8039083.481069
  nChanged 35
		SP:Iteration 26Q (115615.650000 sec): 3 clusters
  Score: Raw -8044489.855987 + Penalty 5390.602059 = -8039099.253928
  nChanged 36
		SP:Iteration 27Q (115616.210000 sec): 3 clusters
  Score: Raw -8044503.148081 + Penalty 5390.602059 = -8039112.546022
  nChanged 28
		SP:Iteration 28Q (115616.730000 sec): 3 clusters
  Score: Raw -8044513.333769 + Penalty 5390.602059 = -8039122.731710
  nChanged 21
		SP:Iteration 29Q (115617.210000 sec): 3 clusters
  Score: Raw -8044522.874273 + Penalty 5390.602059 = -8039132.272213
  nChanged 23
		SP:Iteration 30Q (115617.660000 sec): 3 clusters
  Score: Raw -8044531.853830 + Penalty 5390.602059 = -8039141.251770
  nChanged 19
		SP:Iteration 31Q (115618.200000 sec): 3 clusters
  Score: Raw -8044537.222999 + Penalty 5390.602059 = -8039146.620939
  nChanged 13
		SP:Iteration 32Q (115618.790000 sec): 3 clusters
  Score: Raw -8044541.211486 + Penalty 5390.602059 = -8039150.609426
  nChanged 9
		SP:Iteration 33Q (115619.380000 sec): 3 clusters
  Score: Raw -8044543.315184 + Penalty 5390.602059 = -8039152.713124
  nChanged 5
		SP:Iteration 34Q (115619.870000 sec): 3 clusters
  Score: Raw -8044544.649505 + Penalty 5390.602059 = -8039154.047446
  nChanged 4
		SP:Iteration 35Q (115620.410000 sec): 3 clusters
  Score: Raw -8044545.172556 + Penalty 5390.602059 = -8039154.570497
  nChanged 3
		SP:Iteration 36Q (115620.960000 sec): 3 clusters
  Score: Raw -8044546.341331 + Penalty 5390.602059 = -8039155.739271
  nChanged 2
		SP:Iteration 37Q (115621.550000 sec): 3 clusters
  Score: Raw -8044547.407133 + Penalty 5390.602059 = -8039156.805074
  nChanged 5
		SP:Iteration 38Q (115622.060000 sec): 3 clusters
  Score: Raw -8044548.580342 + Penalty 5390.602059 = -8039157.978283
  nChanged 5
		SP:Iteration 39Q (115622.450000 sec): 3 clusters
  Score: Raw -8044549.613823 + Penalty 5390.602059 = -8039159.011764
  nChanged 4
		SP:Iteration 40F (115623.020000 sec): 3 clusters
  Score: Raw -8044550.551699 + Penalty 5390.602059 = -8039159.949640
  nChanged 6
		SP:Iteration 41Q (115623.540000 sec): 3 clusters
  Score: Raw -8044552.967821 + Penalty 5390.602059 = -8039162.365762
  nChanged 5
		SP:Iteration 42Q (115624.090000 sec): 3 clusters
  Score: Raw -8044554.307198 + Penalty 5390.602059 = -8039163.705139
  nChanged 3
		SP:Iteration 43Q (115624.520000 sec): 3 clusters
  Score: Raw -8044555.051216 + Penalty 5390.602059 = -8039164.449157
  nChanged 5
		SP:Iteration 44Q (115625.080000 sec): 3 clusters
  Score: Raw -8044556.360913 + Penalty 5390.602059 = -8039165.758854
  nChanged 4
		SP:Iteration 45Q (115625.580000 sec): 3 clusters
  Score: Raw -8044557.602445 + Penalty 5390.602059 = -8039167.000386
  nChanged 1
		SP:Iteration 46Q (115626.130000 sec): 3 clusters
  Score: Raw -8044558.010106 + Penalty 5390.602059 = -8039167.408046
  nChanged 1
		SP:Iteration 47Q (115626.640000 sec): 3 clusters
  Score: Raw -8044558.128598 + Penalty 5390.602059 = -8039167.526538
  nChanged 2
		SP:Iteration 48Q (115627.130000 sec): 3 clusters
  Score: Raw -8044558.412994 + Penalty 5390.602059 = -8039167.810935
  nChanged 3
		SP:Iteration 49Q (115627.700000 sec): 3 clusters
  Score: Raw -8044559.450636 + Penalty 5390.602059 = -8039168.848577
  nChanged 4
		SP:Iteration 50Q (115628.210000 sec): 3 clusters
  Score: Raw -8044560.864060 + Penalty 5390.602059 = -8039170.262000
  nChanged 7
		SP:Iteration 51Q (115628.690000 sec): 3 clusters
  Score: Raw -8044562.752127 + Penalty 5390.602059 = -8039172.150067
  nChanged 7
		SP:Iteration 52Q (115629.140000 sec): 3 clusters
  Score: Raw -8044564.567548 + Penalty 5390.602059 = -8039173.965488
  nChanged 8
		SP:Iteration 53Q (115629.690000 sec): 3 clusters
  Score: Raw -8044566.470215 + Penalty 5390.602059 = -8039175.868156
  nChanged 6
		SP:Iteration 54Q (115630.210000 sec): 3 clusters
  Score: Raw -8044568.102213 + Penalty 5390.602059 = -8039177.500154
  nChanged 4
		SP:Iteration 55Q (115630.730000 sec): 3 clusters
  Score: Raw -8044568.941517 + Penalty 5390.602059 = -8039178.339458
  nChanged 3
		SP:Iteration 56Q (115631.170000 sec): 3 clusters
  Score: Raw -8044569.677858 + Penalty 5390.602059 = -8039179.075799
  nChanged 3
		SP:Iteration 57Q (115631.740000 sec): 3 clusters
  Score: Raw -8044570.954311 + Penalty 5390.602059 = -8039180.352252
  nChanged 7
		SP:Iteration 58Q (115632.260000 sec): 3 clusters
  Score: Raw -8044572.740673 + Penalty 5390.602059 = -8039182.138614
  nChanged 5
		SP:Iteration 59Q (115632.780000 sec): 3 clusters
  Score: Raw -8044574.432289 + Penalty 5390.602059 = -8039183.830230
  nChanged 7
		SP:Iteration 60F (115633.340000 sec): 3 clusters
  Score: Raw -8044576.761495 + Penalty 5390.602059 = -8039186.159435
  nChanged 6
		SP:Iteration 61Q (115633.860000 sec): 3 clusters
  Score: Raw -8044577.807416 + Penalty 5390.602059 = -8039187.205356
  nChanged 2
		SP:Iteration 62Q (115634.380000 sec): 3 clusters
  Score: Raw -8044578.373222 + Penalty 5390.602059 = -8039187.771163
  nChanged 5
		SP:Iteration 63Q (115634.890000 sec): 3 clusters
  Score: Raw -8044579.528158 + Penalty 5390.602059 = -8039188.926098
  nChanged 3
		SP:Iteration 64Q (115635.270000 sec): 3 clusters
  Score: Raw -8044580.028550 + Penalty 5390.602059 = -8039189.426490
  nChanged 4
		SP:Iteration 65Q (115635.810000 sec): 3 clusters
  Score: Raw -8044581.063310 + Penalty 5390.602059 = -8039190.461250
  nChanged 3
		SP:Iteration 66Q (115636.330000 sec): 3 clusters
  Score: Raw -8044582.789324 + Penalty 5390.602059 = -8039192.187265
  nChanged 6
		SP:Iteration 67Q (115636.840000 sec): 3 clusters
  Score: Raw -8044585.374968 + Penalty 5390.602059 = -8039194.772909
  nChanged 6
		SP:Iteration 68Q (115637.280000 sec): 3 clusters
  Score: Raw -8044587.295972 + Penalty 5390.602059 = -8039196.693912
  nChanged 3
		SP:Iteration 69Q (115637.810000 sec): 3 clusters
  Score: Raw -8044587.974928 + Penalty 5390.602059 = -8039197.372869
  nChanged 1
		SP:Iteration 70Q (115638.300000 sec): 3 clusters
  Score: Raw -8044588.195675 + Penalty 5390.602059 = -8039197.593616
  nChanged 0
		SP:Iteration 71F (115638.900000 sec): 3 clusters
  Score: Raw -8044588.195675 + Penalty 5390.602059 = -8039197.593616
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 45 (9382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115639.020000 sec): 2 clusters
  Score: Raw -1459518.049215 + Penalty 2268.343963 = -1457249.705252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115639.280000 sec): 3 clusters
  Score: Raw -1454491.941524 + Penalty 4536.687926 = -1449955.253598
  nChanged 3855
		SP:Iteration 1F (115639.560000 sec): 3 clusters
  Score: Raw -1456896.074336 + Penalty 4536.687926 = -1452359.386410
  nChanged 830
		SP:Iteration 2F (115639.760000 sec): 3 clusters
  Score: Raw -1457715.629152 + Penalty 4536.687926 = -1453178.941226
  nChanged 802
		SP:Iteration 3F (115640.020000 sec): 3 clusters
  Score: Raw -1458717.740395 + Penalty 4536.687926 = -1454181.052468
  nChanged 823
		SP:Iteration 4F (115640.210000 sec): 3 clusters
  Score: Raw -1460076.303002 + Penalty 4536.687926 = -1455539.615076
  nChanged 832
		SP:Iteration 5F (115640.460000 sec): 3 clusters
  Score: Raw -1461583.625706 + Penalty 4536.687926 = -1457046.937780
  nChanged 699
		SP:Iteration 6F (115640.680000 sec): 3 clusters
  Score: Raw -1462601.661972 + Penalty 4536.687926 = -1458064.974046
  nChanged 489
		SP:Iteration 7F (115640.870000 sec): 3 clusters
  Score: Raw -1463172.712464 + Penalty 4536.687926 = -1458636.024537
  nChanged 292
		SP:Iteration 8Q (115641.120000 sec): 3 clusters
  Score: Raw -1463467.061758 + Penalty 4536.687926 = -1458930.373832
  nChanged 194
		SP:Iteration 9Q (115641.360000 sec): 3 clusters
  Score: Raw -1463648.415475 + Penalty 4536.687926 = -1459111.727548
  nChanged 125
		SP:Iteration 10Q (115641.560000 sec): 3 clusters
  Score: Raw -1463764.736149 + Penalty 4536.687926 = -1459228.048223
  nChanged 107
		SP:Iteration 11Q (115641.760000 sec): 3 clusters
  Score: Raw -1463900.500897 + Penalty 4536.687926 = -1459363.812971
  nChanged 106
		SP:Iteration 12Q (115641.960000 sec): 3 clusters
  Score: Raw -1464012.156592 + Penalty 4536.687926 = -1459475.468665
  nChanged 87
		SP:Iteration 13Q (115642.160000 sec): 3 clusters
  Score: Raw -1464069.890991 + Penalty 4536.687926 = -1459533.203064
  nChanged 54
		SP:Iteration 14Q (115642.360000 sec): 3 clusters
  Score: Raw -1464094.489650 + Penalty 4536.687926 = -1459557.801724
  nChanged 31
		SP:Iteration 15Q (115642.560000 sec): 3 clusters
  Score: Raw -1464105.541723 + Penalty 4536.687926 = -1459568.853796
  nChanged 20
		SP:Iteration 16Q (115642.800000 sec): 3 clusters
  Score: Raw -1464112.201680 + Penalty 4536.687926 = -1459575.513754
  nChanged 19
		SP:Iteration 17Q (115643.010000 sec): 3 clusters
  Score: Raw -1464117.896589 + Penalty 4536.687926 = -1459581.208663
  nChanged 8
		SP:Iteration 18Q (115643.230000 sec): 3 clusters
  Score: Raw -1464120.332801 + Penalty 4536.687926 = -1459583.644874
  nChanged 6
		SP:Iteration 19Q (115643.460000 sec): 3 clusters
  Score: Raw -1464121.533101 + Penalty 4536.687926 = -1459584.845174
  nChanged 3
		SP:Iteration 20F (115643.700000 sec): 3 clusters
  Score: Raw -1464122.107729 + Penalty 4536.687926 = -1459585.419802
  nChanged 1
		SP:Iteration 21Q (115643.900000 sec): 3 clusters
  Score: Raw -1464122.308268 + Penalty 4536.687926 = -1459585.620341
  nChanged 2
		SP:Iteration 22Q (115644.090000 sec): 3 clusters
  Score: Raw -1464122.724988 + Penalty 4536.687926 = -1459586.037061
  nChanged 2
		SP:Iteration 23Q (115644.290000 sec): 3 clusters
  Score: Raw -1464123.160160 + Penalty 4536.687926 = -1459586.472234
  nChanged 4
		SP:Iteration 24Q (115644.490000 sec): 3 clusters
  Score: Raw -1464124.111715 + Penalty 4536.687926 = -1459587.423789
  nChanged 2
		SP:Iteration 25Q (115644.720000 sec): 3 clusters
  Score: Raw -1464124.366350 + Penalty 4536.687926 = -1459587.678424
  nChanged 1
		SP:Iteration 26Q (115644.930000 sec): 3 clusters
  Score: Raw -1464124.512189 + Penalty 4536.687926 = -1459587.824262
  nChanged 0
		SP:Iteration 27F (115645.130000 sec): 3 clusters
  Score: Raw -1464124.512189 + Penalty 4536.687926 = -1459587.824262
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 46 (6742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115645.240000 sec): 2 clusters
  Score: Raw -1040919.287373 + Penalty 2186.395750 = -1038732.891623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115645.460000 sec): 3 clusters
  Score: Raw -1037461.032186 + Penalty 4372.791500 = -1033088.240686
  nChanged 2696
		SP:Iteration 1F (115645.640000 sec): 3 clusters
  Score: Raw -1039068.082175 + Penalty 4372.791500 = -1034695.290675
  nChanged 565
		SP:Iteration 2F (115645.840000 sec): 3 clusters
  Score: Raw -1039492.417477 + Penalty 4372.791500 = -1035119.625976
  nChanged 503
		SP:Iteration 3F (115646.080000 sec): 3 clusters
  Score: Raw -1039948.158832 + Penalty 4372.791500 = -1035575.367331
  nChanged 473
		SP:Iteration 4F (115646.240000 sec): 3 clusters
  Score: Raw -1040569.936917 + Penalty 4372.791500 = -1036197.145417
  nChanged 532
		SP:Iteration 5F (115646.430000 sec): 3 clusters
  Score: Raw -1041349.004100 + Penalty 4372.791500 = -1036976.212600
  nChanged 546
		SP:Iteration 6F (115646.600000 sec): 3 clusters
  Score: Raw -1042136.372751 + Penalty 4372.791500 = -1037763.581251
  nChanged 468
		SP:Iteration 7F (115646.840000 sec): 3 clusters
  Score: Raw -1042826.222594 + Penalty 4372.791500 = -1038453.431094
  nChanged 371
		SP:Iteration 8F (115647.000000 sec): 3 clusters
  Score: Raw -1043410.849774 + Penalty 4372.791500 = -1039038.058274
  nChanged 281
		SP:Iteration 9Q (115647.220000 sec): 3 clusters
  Score: Raw -1043756.896908 + Penalty 4372.791500 = -1039384.105407
  nChanged 197
		SP:Iteration 10Q (115647.490000 sec): 3 clusters
  Score: Raw -1043905.942928 + Penalty 4372.791500 = -1039533.151428
  nChanged 140
		SP:Iteration 11Q (115647.680000 sec): 3 clusters
  Score: Raw -1043984.812418 + Penalty 4372.791500 = -1039612.020917
  nChanged 99
		SP:Iteration 12Q (115647.870000 sec): 3 clusters
  Score: Raw -1044028.570382 + Penalty 4372.791500 = -1039655.778882
  nChanged 63
		SP:Iteration 13Q (115648.060000 sec): 3 clusters
  Score: Raw -1044052.815757 + Penalty 4372.791500 = -1039680.024257
  nChanged 43
		SP:Iteration 14Q (115648.250000 sec): 3 clusters
  Score: Raw -1044066.262388 + Penalty 4372.791500 = -1039693.470888
  nChanged 28
		SP:Iteration 15Q (115648.440000 sec): 3 clusters
  Score: Raw -1044073.590633 + Penalty 4372.791500 = -1039700.799133
  nChanged 18
		SP:Iteration 16Q (115648.630000 sec): 3 clusters
  Score: Raw -1044077.690925 + Penalty 4372.791500 = -1039704.899425
  nChanged 12
		SP:Iteration 17Q (115648.820000 sec): 3 clusters
  Score: Raw -1044079.896716 + Penalty 4372.791500 = -1039707.105216
  nChanged 2
		SP:Iteration 18Q (115649.040000 sec): 3 clusters
  Score: Raw -1044080.366584 + Penalty 4372.791500 = -1039707.575084
  nChanged 1
		SP:Iteration 19Q (115649.240000 sec): 3 clusters
  Score: Raw -1044080.496161 + Penalty 4372.791500 = -1039707.704661
  nChanged 2
		SP:Iteration 20F (115649.440000 sec): 3 clusters
  Score: Raw -1044080.987694 + Penalty 4372.791500 = -1039708.196194
  nChanged 2
		SP:Iteration 21Q (115649.640000 sec): 3 clusters
  Score: Raw -1044081.213712 + Penalty 4372.791500 = -1039708.422211
  nChanged 1
		SP:Iteration 22Q (115649.850000 sec): 3 clusters
  Score: Raw -1044081.454471 + Penalty 4372.791500 = -1039708.662971
  nChanged 2
		SP:Iteration 23Q (115650.050000 sec): 3 clusters
  Score: Raw -1044081.909452 + Penalty 4372.791500 = -1039709.117952
  nChanged 3
		SP:Iteration 24Q (115650.280000 sec): 3 clusters
  Score: Raw -1044082.582378 + Penalty 4372.791500 = -1039709.790877
  nChanged 6
		SP:Iteration 25Q (115650.460000 sec): 3 clusters
  Score: Raw -1044083.722174 + Penalty 4372.791500 = -1039710.930674
  nChanged 3
		SP:Iteration 26Q (115650.600000 sec): 3 clusters
  Score: Raw -1044084.558368 + Penalty 4372.791500 = -1039711.766868
  nChanged 3
		SP:Iteration 27Q (115650.780000 sec): 3 clusters
  Score: Raw -1044085.433510 + Penalty 4372.791500 = -1039712.642010
  nChanged 4
		SP:Iteration 28Q (115651.000000 sec): 3 clusters
  Score: Raw -1044086.409772 + Penalty 4372.791500 = -1039713.618272
  nChanged 3
		SP:Iteration 29Q (115651.140000 sec): 3 clusters
  Score: Raw -1044086.960960 + Penalty 4372.791500 = -1039714.169460
  nChanged 1
		SP:Iteration 30Q (115651.330000 sec): 3 clusters
  Score: Raw -1044087.133996 + Penalty 4372.791500 = -1039714.342496
  nChanged 1
		SP:Iteration 31Q (115651.510000 sec): 3 clusters
  Score: Raw -1044087.372453 + Penalty 4372.791500 = -1039714.580953
  nChanged 2
		SP:Iteration 32Q (115651.700000 sec): 3 clusters
  Score: Raw -1044087.727500 + Penalty 4372.791500 = -1039714.936000
  nChanged 1
		SP:Iteration 33Q (115651.890000 sec): 3 clusters
  Score: Raw -1044087.902748 + Penalty 4372.791500 = -1039715.111248
  nChanged 1
		SP:Iteration 34Q (115652.070000 sec): 3 clusters
  Score: Raw -1044088.124063 + Penalty 4372.791500 = -1039715.332562
  nChanged 1
		SP:Iteration 35Q (115652.260000 sec): 3 clusters
  Score: Raw -1044088.625038 + Penalty 4372.791500 = -1039715.833538
  nChanged 2
		SP:Iteration 36Q (115652.450000 sec): 3 clusters
  Score: Raw -1044088.943451 + Penalty 4372.791500 = -1039716.151951
  nChanged 2
		SP:Iteration 37Q (115652.630000 sec): 3 clusters
  Score: Raw -1044089.298941 + Penalty 4372.791500 = -1039716.507441
  nChanged 3
		SP:Iteration 38Q (115652.810000 sec): 3 clusters
  Score: Raw -1044089.822726 + Penalty 4372.791500 = -1039717.031226
  nChanged 3
		SP:Iteration 39Q (115653.040000 sec): 3 clusters
  Score: Raw -1044090.238874 + Penalty 4372.791500 = -1039717.447374
  nChanged 0
		SP:Iteration 40F (115653.270000 sec): 3 clusters
  Score: Raw -1044090.238874 + Penalty 4372.791500 = -1039717.447374
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 47 (24868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115653.530000 sec): 2 clusters
  Score: Raw -3955408.946759 + Penalty 2510.091605 = -3952898.855154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115653.950000 sec): 3 clusters
  Score: Raw -3940778.674875 + Penalty 5020.183209 = -3935758.491666
  nChanged 11071
		SP:Iteration 1F (115654.290000 sec): 3 clusters
  Score: Raw -3947168.997119 + Penalty 5020.183209 = -3942148.813909
  nChanged 1648
		SP:Iteration 2F (115654.640000 sec): 3 clusters
  Score: Raw -3948220.388223 + Penalty 5020.183209 = -3943200.205013
  nChanged 1755
		SP:Iteration 3F (115654.920000 sec): 3 clusters
  Score: Raw -3949460.829540 + Penalty 5020.183209 = -3944440.646330
  nChanged 1786
		SP:Iteration 4F (115655.300000 sec): 3 clusters
  Score: Raw -3950778.400218 + Penalty 5020.183209 = -3945758.217009
  nChanged 1705
		SP:Iteration 5F (115655.700000 sec): 3 clusters
  Score: Raw -3951950.175831 + Penalty 5020.183209 = -3946929.992622
  nChanged 1547
		SP:Iteration 6F (115656.110000 sec): 3 clusters
  Score: Raw -3952913.207284 + Penalty 5020.183209 = -3947893.024075
  nChanged 1215
		SP:Iteration 7Q (115656.540000 sec): 3 clusters
  Score: Raw -3953632.530987 + Penalty 5020.183209 = -3948612.347778
  nChanged 1044
		SP:Iteration 8Q (115656.960000 sec): 3 clusters
  Score: Raw -3954255.908135 + Penalty 5020.183209 = -3949235.724926
  nChanged 921
		SP:Iteration 9Q (115657.380000 sec): 3 clusters
  Score: Raw -3954799.031265 + Penalty 5020.183209 = -3949778.848056
  nChanged 773
		SP:Iteration 10Q (115657.740000 sec): 3 clusters
  Score: Raw -3955227.272625 + Penalty 5020.183209 = -3950207.089416
  nChanged 630
		SP:Iteration 11Q (115658.050000 sec): 3 clusters
  Score: Raw -3955528.259418 + Penalty 5020.183209 = -3950508.076209
  nChanged 479
		SP:Iteration 12Q (115658.440000 sec): 3 clusters
  Score: Raw -3955725.097557 + Penalty 5020.183209 = -3950704.914348
  nChanged 376
		SP:Iteration 13Q (115658.820000 sec): 3 clusters
  Score: Raw -3955884.854780 + Penalty 5020.183209 = -3950864.671570
  nChanged 348
		SP:Iteration 14Q (115659.240000 sec): 3 clusters
  Score: Raw -3956035.962025 + Penalty 5020.183209 = -3951015.778816
  nChanged 293
		SP:Iteration 15Q (115659.660000 sec): 3 clusters
  Score: Raw -3956173.353167 + Penalty 5020.183209 = -3951153.169958
  nChanged 255
		SP:Iteration 16Q (115660.080000 sec): 3 clusters
  Score: Raw -3956329.838860 + Penalty 5020.183209 = -3951309.655651
  nChanged 285
		SP:Iteration 17Q (115660.470000 sec): 3 clusters
  Score: Raw -3956482.379778 + Penalty 5020.183209 = -3951462.196569
  nChanged 246
		SP:Iteration 18Q (115660.750000 sec): 3 clusters
  Score: Raw -3956602.676560 + Penalty 5020.183209 = -3951582.493351
  nChanged 240
		SP:Iteration 19Q (115661.080000 sec): 3 clusters
  Score: Raw -3956690.519352 + Penalty 5020.183209 = -3951670.336143
  nChanged 200
		SP:Iteration 20F (115661.470000 sec): 3 clusters
  Score: Raw -3956760.189949 + Penalty 5020.183209 = -3951740.006740
  nChanged 169
		SP:Iteration 21Q (115661.810000 sec): 3 clusters
  Score: Raw -3956812.098710 + Penalty 5020.183209 = -3951791.915501
  nChanged 160
		SP:Iteration 22Q (115662.110000 sec): 3 clusters
  Score: Raw -3956853.126974 + Penalty 5020.183209 = -3951832.943765
  nChanged 145
		SP:Iteration 23Q (115662.460000 sec): 3 clusters
  Score: Raw -3956888.130220 + Penalty 5020.183209 = -3951867.947011
  nChanged 133
		SP:Iteration 24Q (115662.730000 sec): 3 clusters
  Score: Raw -3956918.941261 + Penalty 5020.183209 = -3951898.758052
  nChanged 103
		SP:Iteration 25Q (115663.050000 sec): 3 clusters
  Score: Raw -3956941.824487 + Penalty 5020.183209 = -3951921.641278
  nChanged 89
		SP:Iteration 26Q (115663.330000 sec): 3 clusters
  Score: Raw -3956956.154136 + Penalty 5020.183209 = -3951935.970927
  nChanged 64
		SP:Iteration 27Q (115663.680000 sec): 3 clusters
  Score: Raw -3956967.085984 + Penalty 5020.183209 = -3951946.902775
  nChanged 66
		SP:Iteration 28Q (115663.990000 sec): 3 clusters
  Score: Raw -3956976.819557 + Penalty 5020.183209 = -3951956.636348
  nChanged 59
		SP:Iteration 29Q (115664.360000 sec): 3 clusters
  Score: Raw -3956986.298508 + Penalty 5020.183209 = -3951966.115298
  nChanged 48
		SP:Iteration 30Q (115664.670000 sec): 3 clusters
  Score: Raw -3956994.103046 + Penalty 5020.183209 = -3951973.919836
  nChanged 44
		SP:Iteration 31Q (115664.940000 sec): 3 clusters
  Score: Raw -3957000.091949 + Penalty 5020.183209 = -3951979.908739
  nChanged 37
		SP:Iteration 32Q (115665.290000 sec): 3 clusters
  Score: Raw -3957003.745832 + Penalty 5020.183209 = -3951983.562622
  nChanged 24
		SP:Iteration 33Q (115665.660000 sec): 3 clusters
  Score: Raw -3957006.695408 + Penalty 5020.183209 = -3951986.512199
  nChanged 25
		SP:Iteration 34Q (115666.010000 sec): 3 clusters
  Score: Raw -3957009.906259 + Penalty 5020.183209 = -3951989.723050
  nChanged 23
		SP:Iteration 35Q (115666.360000 sec): 3 clusters
  Score: Raw -3957012.800491 + Penalty 5020.183209 = -3951992.617282
  nChanged 19
		SP:Iteration 36Q (115666.670000 sec): 3 clusters
  Score: Raw -3957015.106129 + Penalty 5020.183209 = -3951994.922919
  nChanged 15
		SP:Iteration 37Q (115667.040000 sec): 3 clusters
  Score: Raw -3957016.826039 + Penalty 5020.183209 = -3951996.642830
  nChanged 16
		SP:Iteration 38Q (115667.360000 sec): 3 clusters
  Score: Raw -3957017.894383 + Penalty 5020.183209 = -3951997.711173
  nChanged 8
		SP:Iteration 39Q (115667.660000 sec): 3 clusters
  Score: Raw -3957018.521964 + Penalty 5020.183209 = -3951998.338754
  nChanged 12
		SP:Iteration 40F (115668.060000 sec): 3 clusters
  Score: Raw -3957019.499046 + Penalty 5020.183209 = -3951999.315837
  nChanged 8
		SP:Iteration 41Q (115668.400000 sec): 3 clusters
  Score: Raw -3957020.209690 + Penalty 5020.183209 = -3952000.026480
  nChanged 10
		SP:Iteration 42Q (115668.710000 sec): 3 clusters
  Score: Raw -3957021.167898 + Penalty 5020.183209 = -3952000.984689
  nChanged 13
		SP:Iteration 43Q (115669.030000 sec): 3 clusters
  Score: Raw -3957022.602643 + Penalty 5020.183209 = -3952002.419433
  nChanged 14
		SP:Iteration 44Q (115669.370000 sec): 3 clusters
  Score: Raw -3957024.288493 + Penalty 5020.183209 = -3952004.105283
  nChanged 13
		SP:Iteration 45Q (115669.680000 sec): 3 clusters
  Score: Raw -3957025.474319 + Penalty 5020.183209 = -3952005.291109
  nChanged 16
		SP:Iteration 46Q (115670.010000 sec): 3 clusters
  Score: Raw -3957026.864839 + Penalty 5020.183209 = -3952006.681630
  nChanged 14
		SP:Iteration 47Q (115670.390000 sec): 3 clusters
  Score: Raw -3957028.142120 + Penalty 5020.183209 = -3952007.958911
  nChanged 12
		SP:Iteration 48Q (115670.720000 sec): 3 clusters
  Score: Raw -3957029.313854 + Penalty 5020.183209 = -3952009.130644
  nChanged 12
		SP:Iteration 49Q (115671.090000 sec): 3 clusters
  Score: Raw -3957030.447285 + Penalty 5020.183209 = -3952010.264076
  nChanged 9
		SP:Iteration 50Q (115671.460000 sec): 3 clusters
  Score: Raw -3957031.413000 + Penalty 5020.183209 = -3952011.229791
  nChanged 10
		SP:Iteration 51Q (115671.770000 sec): 3 clusters
  Score: Raw -3957032.750380 + Penalty 5020.183209 = -3952012.567171
  nChanged 19
		SP:Iteration 52Q (115672.100000 sec): 3 clusters
  Score: Raw -3957035.090535 + Penalty 5020.183209 = -3952014.907326
  nChanged 19
		SP:Iteration 53Q (115672.440000 sec): 3 clusters
  Score: Raw -3957036.905780 + Penalty 5020.183209 = -3952016.722571
  nChanged 14
		SP:Iteration 54Q (115672.760000 sec): 3 clusters
  Score: Raw -3957038.052203 + Penalty 5020.183209 = -3952017.868993
  nChanged 13
		SP:Iteration 55Q (115673.120000 sec): 3 clusters
  Score: Raw -3957039.319191 + Penalty 5020.183209 = -3952019.135982
  nChanged 11
		SP:Iteration 56Q (115673.450000 sec): 3 clusters
  Score: Raw -3957040.045169 + Penalty 5020.183209 = -3952019.861960
  nChanged 7
		SP:Iteration 57Q (115673.830000 sec): 3 clusters
  Score: Raw -3957040.594146 + Penalty 5020.183209 = -3952020.410937
  nChanged 3
		SP:Iteration 58Q (115674.190000 sec): 3 clusters
  Score: Raw -3957040.872464 + Penalty 5020.183209 = -3952020.689255
  nChanged 6
		SP:Iteration 59Q (115674.580000 sec): 3 clusters
  Score: Raw -3957041.601953 + Penalty 5020.183209 = -3952021.418743
  nChanged 5
		SP:Iteration 60F (115674.960000 sec): 3 clusters
  Score: Raw -3957042.053058 + Penalty 5020.183209 = -3952021.869849
  nChanged 5
		SP:Iteration 61Q (115675.300000 sec): 3 clusters
  Score: Raw -3957042.564278 + Penalty 5020.183209 = -3952022.381069
  nChanged 7
		SP:Iteration 62Q (115675.670000 sec): 3 clusters
  Score: Raw -3957043.044972 + Penalty 5020.183209 = -3952022.861763
  nChanged 6
		SP:Iteration 63Q (115676.050000 sec): 3 clusters
  Score: Raw -3957043.387269 + Penalty 5020.183209 = -3952023.204060
  nChanged 1
		SP:Iteration 64Q (115676.390000 sec): 3 clusters
  Score: Raw -3957043.496918 + Penalty 5020.183209 = -3952023.313709
  nChanged 2
		SP:Iteration 65Q (115676.740000 sec): 3 clusters
  Score: Raw -3957043.583306 + Penalty 5020.183209 = -3952023.400097
  nChanged 1
		SP:Iteration 66Q (115677.040000 sec): 3 clusters
  Score: Raw -3957043.682031 + Penalty 5020.183209 = -3952023.498822
  nChanged 1
		SP:Iteration 67Q (115677.420000 sec): 3 clusters
  Score: Raw -3957043.710502 + Penalty 5020.183209 = -3952023.527293
  nChanged 1
		SP:Iteration 68Q (115677.790000 sec): 3 clusters
  Score: Raw -3957043.817566 + Penalty 5020.183209 = -3952023.634356
  nChanged 1
		SP:Iteration 69Q (115678.120000 sec): 3 clusters
  Score: Raw -3957043.876982 + Penalty 5020.183209 = -3952023.693773
  nChanged 1
		SP:Iteration 70Q (115678.500000 sec): 3 clusters
  Score: Raw -3957043.943445 + Penalty 5020.183209 = -3952023.760236
  nChanged 1
		SP:Iteration 71Q (115678.840000 sec): 3 clusters
  Score: Raw -3957044.000296 + Penalty 5020.183209 = -3952023.817087
  nChanged 0
		SP:Iteration 72F (115679.120000 sec): 3 clusters
  Score: Raw -3957044.000296 + Penalty 5020.183209 = -3952023.817087
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 48 (4239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115679.230000 sec): 2 clusters
  Score: Raw -612230.417652 + Penalty 2071.316502 = -610159.101150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115679.380000 sec): 3 clusters
  Score: Raw -610293.773679 + Penalty 4142.633005 = -606151.140674
  nChanged 1536
		SP:Iteration 1F (115679.540000 sec): 3 clusters
  Score: Raw -611375.409793 + Penalty 4142.633005 = -607232.776788
  nChanged 387
		SP:Iteration 2F (115679.750000 sec): 3 clusters
  Score: Raw -611796.450746 + Penalty 4142.633005 = -607653.817741
  nChanged 320
		SP:Iteration 3F (115679.920000 sec): 3 clusters
  Score: Raw -612167.592799 + Penalty 4142.633005 = -608024.959794
  nChanged 284
		SP:Iteration 4F (115680.080000 sec): 3 clusters
  Score: Raw -612511.124838 + Penalty 4142.633005 = -608368.491833
  nChanged 261
		SP:Iteration 5F (115680.230000 sec): 3 clusters
  Score: Raw -612783.799617 + Penalty 4142.633005 = -608641.166612
  nChanged 224
		SP:Iteration 6F (115680.390000 sec): 3 clusters
  Score: Raw -613036.111068 + Penalty 4142.633005 = -608893.478063
  nChanged 239
		SP:Iteration 7F (115680.560000 sec): 3 clusters
  Score: Raw -613326.157284 + Penalty 4142.633005 = -609183.524279
  nChanged 245
		SP:Iteration 8F (115680.730000 sec): 3 clusters
  Score: Raw -613625.148731 + Penalty 4142.633005 = -609482.515726
  nChanged 209
		SP:Iteration 9Q (115680.900000 sec): 3 clusters
  Score: Raw -613893.587367 + Penalty 4142.633005 = -609750.954362
  nChanged 177
		SP:Iteration 10Q (115681.070000 sec): 3 clusters
  Score: Raw -614082.214873 + Penalty 4142.633005 = -609939.581868
  nChanged 139
		SP:Iteration 11Q (115681.240000 sec): 3 clusters
  Score: Raw -614212.117047 + Penalty 4142.633005 = -610069.484042
  nChanged 108
		SP:Iteration 12Q (115681.400000 sec): 3 clusters
  Score: Raw -614315.076086 + Penalty 4142.633005 = -610172.443081
  nChanged 94
		SP:Iteration 13Q (115681.580000 sec): 3 clusters
  Score: Raw -614411.144636 + Penalty 4142.633005 = -610268.511631
  nChanged 85
		SP:Iteration 14Q (115681.740000 sec): 3 clusters
  Score: Raw -614532.706734 + Penalty 4142.633005 = -610390.073729
  nChanged 78
		SP:Iteration 15Q (115681.910000 sec): 3 clusters
  Score: Raw -614718.567103 + Penalty 4142.633005 = -610575.934098
  nChanged 60
		SP:Iteration 16Q (115682.080000 sec): 3 clusters
  Score: Raw -614826.045637 + Penalty 4142.633005 = -610683.412632
  nChanged 44
		SP:Iteration 17Q (115682.270000 sec): 3 clusters
  Score: Raw -614857.208577 + Penalty 4142.633005 = -610714.575572
  nChanged 25
		SP:Iteration 18Q (115682.420000 sec): 3 clusters
  Score: Raw -614871.271778 + Penalty 4142.633005 = -610728.638773
  nChanged 18
		SP:Iteration 19Q (115682.590000 sec): 3 clusters
  Score: Raw -614879.668837 + Penalty 4142.633005 = -610737.035832
  nChanged 18
		SP:Iteration 20F (115682.800000 sec): 3 clusters
  Score: Raw -614889.349347 + Penalty 4142.633005 = -610746.716342
  nChanged 14
		SP:Iteration 21Q (115682.990000 sec): 3 clusters
  Score: Raw -614898.010760 + Penalty 4142.633005 = -610755.377755
  nChanged 13
		SP:Iteration 22Q (115683.100000 sec): 3 clusters
  Score: Raw -614902.760504 + Penalty 4142.633005 = -610760.127499
  nChanged 4
		SP:Iteration 23Q (115683.240000 sec): 3 clusters
  Score: Raw -614903.638809 + Penalty 4142.633005 = -610761.005804
  nChanged 3
		SP:Iteration 24Q (115683.400000 sec): 3 clusters
  Score: Raw -614905.113430 + Penalty 4142.633005 = -610762.480425
  nChanged 3
		SP:Iteration 25Q (115683.570000 sec): 3 clusters
  Score: Raw -614906.761372 + Penalty 4142.633005 = -610764.128367
  nChanged 1
		SP:Iteration 26Q (115683.740000 sec): 3 clusters
  Score: Raw -614907.057564 + Penalty 4142.633005 = -610764.424559
  nChanged 1
		SP:Iteration 27Q (115683.910000 sec): 3 clusters
  Score: Raw -614907.212352 + Penalty 4142.633005 = -610764.579347
  nChanged 1
		SP:Iteration 28Q (115684.080000 sec): 3 clusters
  Score: Raw -614907.347668 + Penalty 4142.633005 = -610764.714663
  nChanged 0
		SP:Iteration 29F (115684.250000 sec): 3 clusters
  Score: Raw -614907.347668 + Penalty 4142.633005 = -610764.714663
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 49 (6869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115684.360000 sec): 2 clusters
  Score: Raw -1132905.454967 + Penalty 2191.023906 = -1130714.431061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115684.570000 sec): 3 clusters
  Score: Raw -1129359.340350 + Penalty 4382.047812 = -1124977.292538
  nChanged 2755
		SP:Iteration 1F (115684.760000 sec): 3 clusters
  Score: Raw -1130784.298328 + Penalty 4382.047812 = -1126402.250516
  nChanged 478
		SP:Iteration 2F (115684.950000 sec): 3 clusters
  Score: Raw -1130998.262440 + Penalty 4382.047812 = -1126616.214628
  nChanged 307
		SP:Iteration 3Q (115685.140000 sec): 3 clusters
  Score: Raw -1131133.698142 + Penalty 4382.047812 = -1126751.650330
  nChanged 236
		SP:Iteration 4Q (115685.330000 sec): 3 clusters
  Score: Raw -1131224.661249 + Penalty 4382.047812 = -1126842.613437
  nChanged 177
		SP:Iteration 5Q (115685.520000 sec): 3 clusters
  Score: Raw -1131289.944804 + Penalty 4382.047812 = -1126907.896992
  nChanged 152
		SP:Iteration 6Q (115685.710000 sec): 3 clusters
  Score: Raw -1131351.571901 + Penalty 4382.047812 = -1126969.524089
  nChanged 127
		SP:Iteration 7Q (115685.900000 sec): 3 clusters
  Score: Raw -1131392.715173 + Penalty 4382.047812 = -1127010.667361
  nChanged 112
		SP:Iteration 8Q (115686.120000 sec): 3 clusters
  Score: Raw -1131428.586024 + Penalty 4382.047812 = -1127046.538212
  nChanged 103
		SP:Iteration 9Q (115686.270000 sec): 3 clusters
  Score: Raw -1131465.429005 + Penalty 4382.047812 = -1127083.381193
  nChanged 104
		SP:Iteration 10Q (115686.480000 sec): 3 clusters
  Score: Raw -1131505.370211 + Penalty 4382.047812 = -1127123.322399
  nChanged 112
		SP:Iteration 11Q (115686.700000 sec): 3 clusters
  Score: Raw -1131547.115658 + Penalty 4382.047812 = -1127165.067846
  nChanged 102
		SP:Iteration 12Q (115686.900000 sec): 3 clusters
  Score: Raw -1131584.883628 + Penalty 4382.047812 = -1127202.835816
  nChanged 106
		SP:Iteration 13Q (115687.090000 sec): 3 clusters
  Score: Raw -1131628.537552 + Penalty 4382.047812 = -1127246.489741
  nChanged 126
		SP:Iteration 14Q (115687.300000 sec): 3 clusters
  Score: Raw -1131688.945661 + Penalty 4382.047812 = -1127306.897849
  nChanged 151
		SP:Iteration 15Q (115687.520000 sec): 3 clusters
  Score: Raw -1131760.654449 + Penalty 4382.047812 = -1127378.606637
  nChanged 150
		SP:Iteration 16Q (115687.650000 sec): 3 clusters
  Score: Raw -1131835.357160 + Penalty 4382.047812 = -1127453.309348
  nChanged 156
		SP:Iteration 17Q (115687.830000 sec): 3 clusters
  Score: Raw -1131916.750101 + Penalty 4382.047812 = -1127534.702289
  nChanged 162
		SP:Iteration 18Q (115688.020000 sec): 3 clusters
  Score: Raw -1132005.768657 + Penalty 4382.047812 = -1127623.720845
  nChanged 167
		SP:Iteration 19Q (115688.200000 sec): 3 clusters
  Score: Raw -1132109.989101 + Penalty 4382.047812 = -1127727.941290
  nChanged 181
		SP:Iteration 20F (115688.400000 sec): 3 clusters
  Score: Raw -1132224.868724 + Penalty 4382.047812 = -1127842.820912
  nChanged 175
		SP:Iteration 21Q (115688.580000 sec): 3 clusters
  Score: Raw -1132338.193067 + Penalty 4382.047812 = -1127956.145255
  nChanged 177
		SP:Iteration 22Q (115688.810000 sec): 3 clusters
  Score: Raw -1132460.046433 + Penalty 4382.047812 = -1128077.998621
  nChanged 143
		SP:Iteration 23Q (115689.000000 sec): 3 clusters
  Score: Raw -1132568.551367 + Penalty 4382.047812 = -1128186.503555
  nChanged 136
		SP:Iteration 24Q (115689.200000 sec): 3 clusters
  Score: Raw -1132671.003604 + Penalty 4382.047812 = -1128288.955792
  nChanged 117
		SP:Iteration 25Q (115689.380000 sec): 3 clusters
  Score: Raw -1132758.662119 + Penalty 4382.047812 = -1128376.614308
  nChanged 96
		SP:Iteration 26Q (115689.560000 sec): 3 clusters
  Score: Raw -1132833.219111 + Penalty 4382.047812 = -1128451.171299
  nChanged 79
		SP:Iteration 27Q (115689.820000 sec): 3 clusters
  Score: Raw -1132899.482672 + Penalty 4382.047812 = -1128517.434860
  nChanged 62
		SP:Iteration 28Q (115690.050000 sec): 3 clusters
  Score: Raw -1132952.524267 + Penalty 4382.047812 = -1128570.476455
  nChanged 42
		SP:Iteration 29Q (115690.170000 sec): 3 clusters
  Score: Raw -1132992.276895 + Penalty 4382.047812 = -1128610.229083
  nChanged 31
		SP:Iteration 30Q (115690.380000 sec): 3 clusters
  Score: Raw -1133019.246838 + Penalty 4382.047812 = -1128637.199026
  nChanged 25
		SP:Iteration 31Q (115690.570000 sec): 3 clusters
  Score: Raw -1133041.271329 + Penalty 4382.047812 = -1128659.223517
  nChanged 15
		SP:Iteration 32Q (115690.760000 sec): 3 clusters
  Score: Raw -1133053.213586 + Penalty 4382.047812 = -1128671.165774
  nChanged 16
		SP:Iteration 33Q (115690.950000 sec): 3 clusters
  Score: Raw -1133069.912337 + Penalty 4382.047812 = -1128687.864526
  nChanged 19
		SP:Iteration 34Q (115691.130000 sec): 3 clusters
  Score: Raw -1133089.459077 + Penalty 4382.047812 = -1128707.411266
  nChanged 12
		SP:Iteration 35Q (115691.330000 sec): 3 clusters
  Score: Raw -1133106.925466 + Penalty 4382.047812 = -1128724.877654
  nChanged 16
		SP:Iteration 36Q (115691.510000 sec): 3 clusters
  Score: Raw -1133127.465523 + Penalty 4382.047812 = -1128745.417711
  nChanged 17
		SP:Iteration 37Q (115691.710000 sec): 3 clusters
  Score: Raw -1133143.337724 + Penalty 4382.047812 = -1128761.289912
  nChanged 14
		SP:Iteration 38Q (115691.910000 sec): 3 clusters
  Score: Raw -1133157.614287 + Penalty 4382.047812 = -1128775.566475
  nChanged 8
		SP:Iteration 39Q (115692.090000 sec): 3 clusters
  Score: Raw -1133162.811972 + Penalty 4382.047812 = -1128780.764160
  nChanged 3
		SP:Iteration 40F (115692.280000 sec): 3 clusters
  Score: Raw -1133164.606907 + Penalty 4382.047812 = -1128782.559095
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 50 (5956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115692.390000 sec): 2 clusters
  Score: Raw -961735.853410 + Penalty 2155.654290 = -959580.199120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115692.600000 sec): 3 clusters
  Score: Raw -958789.268711 + Penalty 4311.308579 = -954477.960132
  nChanged 2346
		SP:Iteration 1F (115692.800000 sec): 3 clusters
  Score: Raw -960078.958029 + Penalty 4311.308579 = -955767.649450
  nChanged 390
		SP:Iteration 2F (115693.000000 sec): 3 clusters
  Score: Raw -960273.189075 + Penalty 4311.308579 = -955961.880496
  nChanged 264
		SP:Iteration 3Q (115693.230000 sec): 3 clusters
  Score: Raw -960403.939645 + Penalty 4311.308579 = -956092.631065
  nChanged 206
		SP:Iteration 4Q (115693.440000 sec): 3 clusters
  Score: Raw -960495.961809 + Penalty 4311.308579 = -956184.653230
  nChanged 164
		SP:Iteration 5Q (115693.670000 sec): 3 clusters
  Score: Raw -960563.937210 + Penalty 4311.308579 = -956252.628631
  nChanged 145
		SP:Iteration 6Q (115693.830000 sec): 3 clusters
  Score: Raw -960629.123314 + Penalty 4311.308579 = -956317.814734
  nChanged 140
		SP:Iteration 7Q (115694.050000 sec): 3 clusters
  Score: Raw -960684.492994 + Penalty 4311.308579 = -956373.184415
  nChanged 142
		SP:Iteration 8Q (115694.200000 sec): 3 clusters
  Score: Raw -960738.556977 + Penalty 4311.308579 = -956427.248398
  nChanged 115
		SP:Iteration 9Q (115694.410000 sec): 3 clusters
  Score: Raw -960786.878526 + Penalty 4311.308579 = -956475.569946
  nChanged 124
		SP:Iteration 10Q (115694.600000 sec): 3 clusters
  Score: Raw -960835.935913 + Penalty 4311.308579 = -956524.627334
  nChanged 111
		SP:Iteration 11Q (115694.790000 sec): 3 clusters
  Score: Raw -960884.480552 + Penalty 4311.308579 = -956573.171973
  nChanged 130
		SP:Iteration 12Q (115694.990000 sec): 3 clusters
  Score: Raw -960947.677265 + Penalty 4311.308579 = -956636.368686
  nChanged 147
		SP:Iteration 13Q (115695.180000 sec): 3 clusters
  Score: Raw -961024.696687 + Penalty 4311.308579 = -956713.388107
  nChanged 166
		SP:Iteration 14Q (115695.380000 sec): 3 clusters
  Score: Raw -961110.804954 + Penalty 4311.308579 = -956799.496375
  nChanged 137
		SP:Iteration 15Q (115695.570000 sec): 3 clusters
  Score: Raw -961185.783688 + Penalty 4311.308579 = -956874.475109
  nChanged 145
		SP:Iteration 16Q (115695.770000 sec): 3 clusters
  Score: Raw -961259.766977 + Penalty 4311.308579 = -956948.458398
  nChanged 137
		SP:Iteration 17Q (115695.960000 sec): 3 clusters
  Score: Raw -961335.763192 + Penalty 4311.308579 = -957024.454613
  nChanged 130
		SP:Iteration 18Q (115696.160000 sec): 3 clusters
  Score: Raw -961420.302782 + Penalty 4311.308579 = -957108.994203
  nChanged 128
		SP:Iteration 19Q (115696.350000 sec): 3 clusters
  Score: Raw -961498.923538 + Penalty 4311.308579 = -957187.614958
  nChanged 112
		SP:Iteration 20F (115696.550000 sec): 3 clusters
  Score: Raw -961573.573716 + Penalty 4311.308579 = -957262.265136
  nChanged 111
		SP:Iteration 21Q (115696.750000 sec): 3 clusters
  Score: Raw -961644.232083 + Penalty 4311.308579 = -957332.923504
  nChanged 91
		SP:Iteration 22Q (115696.950000 sec): 3 clusters
  Score: Raw -961705.499695 + Penalty 4311.308579 = -957394.191116
  nChanged 77
		SP:Iteration 23Q (115697.190000 sec): 3 clusters
  Score: Raw -961761.830225 + Penalty 4311.308579 = -957450.521646
  nChanged 64
		SP:Iteration 24Q (115697.420000 sec): 3 clusters
  Score: Raw -961819.310284 + Penalty 4311.308579 = -957508.001704
  nChanged 51
		SP:Iteration 25Q (115697.620000 sec): 3 clusters
  Score: Raw -961864.111364 + Penalty 4311.308579 = -957552.802785
  nChanged 49
		SP:Iteration 26Q (115697.790000 sec): 3 clusters
  Score: Raw -961899.576188 + Penalty 4311.308579 = -957588.267608
  nChanged 34
		SP:Iteration 27Q (115697.990000 sec): 3 clusters
  Score: Raw -961923.073380 + Penalty 4311.308579 = -957611.764801
  nChanged 30
		SP:Iteration 28Q (115698.190000 sec): 3 clusters
  Score: Raw -961944.170914 + Penalty 4311.308579 = -957632.862334
  nChanged 24
		SP:Iteration 29Q (115698.380000 sec): 3 clusters
  Score: Raw -961966.899464 + Penalty 4311.308579 = -957655.590884
  nChanged 23
		SP:Iteration 30Q (115698.580000 sec): 3 clusters
  Score: Raw -961984.456319 + Penalty 4311.308579 = -957673.147740
  nChanged 14
		SP:Iteration 31Q (115698.780000 sec): 3 clusters
  Score: Raw -961996.018754 + Penalty 4311.308579 = -957684.710174
  nChanged 13
		SP:Iteration 32Q (115698.970000 sec): 3 clusters
  Score: Raw -962007.818078 + Penalty 4311.308579 = -957696.509499
  nChanged 12
		SP:Iteration 33Q (115699.170000 sec): 3 clusters
  Score: Raw -962016.154591 + Penalty 4311.308579 = -957704.846011
  nChanged 12
		SP:Iteration 34Q (115699.370000 sec): 3 clusters
  Score: Raw -962023.384083 + Penalty 4311.308579 = -957712.075503
  nChanged 6
		SP:Iteration 35Q (115699.570000 sec): 3 clusters
  Score: Raw -962028.358811 + Penalty 4311.308579 = -957717.050232
  nChanged 4
		SP:Iteration 36Q (115699.760000 sec): 3 clusters
  Score: Raw -962033.752710 + Penalty 4311.308579 = -957722.444130
  nChanged 6
		SP:Iteration 37Q (115699.960000 sec): 3 clusters
  Score: Raw -962038.020885 + Penalty 4311.308579 = -957726.712306
  nChanged 6
		SP:Iteration 38Q (115700.150000 sec): 3 clusters
  Score: Raw -962043.410046 + Penalty 4311.308579 = -957732.101467
  nChanged 3
		SP:Iteration 39Q (115700.330000 sec): 3 clusters
  Score: Raw -962045.879811 + Penalty 4311.308579 = -957734.571232
  nChanged 2
		SP:Iteration 40F (115700.520000 sec): 3 clusters
  Score: Raw -962047.824960 + Penalty 4311.308579 = -957736.516381
  nChanged 3
		SP:Iteration 41Q (115700.730000 sec): 3 clusters
  Score: Raw -962049.868401 + Penalty 4311.308579 = -957738.559822
  nChanged 3
		SP:Iteration 42Q (115700.970000 sec): 3 clusters
  Score: Raw -962051.576763 + Penalty 4311.308579 = -957740.268184
  nChanged 3
		SP:Iteration 43Q (115701.200000 sec): 3 clusters
  Score: Raw -962053.037731 + Penalty 4311.308579 = -957741.729152
  nChanged 0
		SP:Iteration 44F (115701.410000 sec): 3 clusters
  Score: Raw -962053.037731 + Penalty 4311.308579 = -957741.729152
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 51 (8642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115701.520000 sec): 2 clusters
  Score: Raw -1309786.002812 + Penalty 2247.968550 = -1307538.034261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115701.750000 sec): 3 clusters
  Score: Raw -1305181.991051 + Penalty 4495.937101 = -1300686.053950
  nChanged 3577
		SP:Iteration 1F (115701.980000 sec): 3 clusters
  Score: Raw -1307221.136462 + Penalty 4495.937101 = -1302725.199361
  nChanged 647
		SP:Iteration 2F (115702.190000 sec): 3 clusters
  Score: Raw -1307639.772908 + Penalty 4495.937101 = -1303143.835807
  nChanged 558
		SP:Iteration 3F (115702.400000 sec): 3 clusters
  Score: Raw -1308016.574461 + Penalty 4495.937101 = -1303520.637360
  nChanged 486
		SP:Iteration 4F (115702.610000 sec): 3 clusters
  Score: Raw -1308319.531390 + Penalty 4495.937101 = -1303823.594289
  nChanged 471
		SP:Iteration 5F (115702.810000 sec): 3 clusters
  Score: Raw -1308631.262344 + Penalty 4495.937101 = -1304135.325243
  nChanged 449
		SP:Iteration 6F (115703.030000 sec): 3 clusters
  Score: Raw -1308945.235536 + Penalty 4495.937101 = -1304449.298436
  nChanged 436
		SP:Iteration 7F (115703.240000 sec): 3 clusters
  Score: Raw -1309234.541086 + Penalty 4495.937101 = -1304738.603985
  nChanged 414
		SP:Iteration 8Q (115703.450000 sec): 3 clusters
  Score: Raw -1309492.826673 + Penalty 4495.937101 = -1304996.889572
  nChanged 347
		SP:Iteration 9Q (115703.660000 sec): 3 clusters
  Score: Raw -1309697.556450 + Penalty 4495.937101 = -1305201.619349
  nChanged 297
		SP:Iteration 10Q (115703.870000 sec): 3 clusters
  Score: Raw -1309868.821606 + Penalty 4495.937101 = -1305372.884505
  nChanged 265
		SP:Iteration 11Q (115704.130000 sec): 3 clusters
  Score: Raw -1310006.489808 + Penalty 4495.937101 = -1305510.552707
  nChanged 207
		SP:Iteration 12Q (115704.360000 sec): 3 clusters
  Score: Raw -1310115.357715 + Penalty 4495.937101 = -1305619.420614
  nChanged 179
		SP:Iteration 13Q (115704.610000 sec): 3 clusters
  Score: Raw -1310203.869881 + Penalty 4495.937101 = -1305707.932780
  nChanged 162
		SP:Iteration 14Q (115704.770000 sec): 3 clusters
  Score: Raw -1310279.085795 + Penalty 4495.937101 = -1305783.148694
  nChanged 113
		SP:Iteration 15Q (115704.970000 sec): 3 clusters
  Score: Raw -1310328.719351 + Penalty 4495.937101 = -1305832.782250
  nChanged 106
		SP:Iteration 16Q (115705.210000 sec): 3 clusters
  Score: Raw -1310368.461221 + Penalty 4495.937101 = -1305872.524121
  nChanged 69
		SP:Iteration 17Q (115705.420000 sec): 3 clusters
  Score: Raw -1310397.811630 + Penalty 4495.937101 = -1305901.874529
  nChanged 65
		SP:Iteration 18Q (115705.630000 sec): 3 clusters
  Score: Raw -1310428.385724 + Penalty 4495.937101 = -1305932.448623
  nChanged 51
		SP:Iteration 19Q (115705.830000 sec): 3 clusters
  Score: Raw -1310448.950535 + Penalty 4495.937101 = -1305953.013434
  nChanged 40
		SP:Iteration 20F (115706.050000 sec): 3 clusters
  Score: Raw -1310464.489592 + Penalty 4495.937101 = -1305968.552491
  nChanged 37
		SP:Iteration 21Q (115706.250000 sec): 3 clusters
  Score: Raw -1310480.524005 + Penalty 4495.937101 = -1305984.586904
  nChanged 41
		SP:Iteration 22Q (115706.460000 sec): 3 clusters
  Score: Raw -1310500.756319 + Penalty 4495.937101 = -1306004.819218
  nChanged 48
		SP:Iteration 23Q (115706.670000 sec): 3 clusters
  Score: Raw -1310521.289455 + Penalty 4495.937101 = -1306025.352354
  nChanged 29
		SP:Iteration 24Q (115706.880000 sec): 3 clusters
  Score: Raw -1310532.646702 + Penalty 4495.937101 = -1306036.709601
  nChanged 21
		SP:Iteration 25Q (115707.090000 sec): 3 clusters
  Score: Raw -1310540.395799 + Penalty 4495.937101 = -1306044.458698
  nChanged 10
		SP:Iteration 26Q (115707.290000 sec): 3 clusters
  Score: Raw -1310544.725173 + Penalty 4495.937101 = -1306048.788072
  nChanged 13
		SP:Iteration 27Q (115707.550000 sec): 3 clusters
  Score: Raw -1310550.415123 + Penalty 4495.937101 = -1306054.478022
  nChanged 14
		SP:Iteration 28Q (115707.740000 sec): 3 clusters
  Score: Raw -1310557.033403 + Penalty 4495.937101 = -1306061.096302
  nChanged 16
		SP:Iteration 29Q (115708.000000 sec): 3 clusters
  Score: Raw -1310561.756840 + Penalty 4495.937101 = -1306065.819739
  nChanged 12
		SP:Iteration 30Q (115708.200000 sec): 3 clusters
  Score: Raw -1310568.586376 + Penalty 4495.937101 = -1306072.649275
  nChanged 11
		SP:Iteration 31Q (115708.410000 sec): 3 clusters
  Score: Raw -1310572.484695 + Penalty 4495.937101 = -1306076.547594
  nChanged 15
		SP:Iteration 32Q (115708.610000 sec): 3 clusters
  Score: Raw -1310576.522093 + Penalty 4495.937101 = -1306080.584992
  nChanged 13
		SP:Iteration 33Q (115708.820000 sec): 3 clusters
  Score: Raw -1310580.658793 + Penalty 4495.937101 = -1306084.721692
  nChanged 7
		SP:Iteration 34Q (115709.030000 sec): 3 clusters
  Score: Raw -1310582.962396 + Penalty 4495.937101 = -1306087.025295
  nChanged 5
		SP:Iteration 35Q (115709.230000 sec): 3 clusters
  Score: Raw -1310584.055747 + Penalty 4495.937101 = -1306088.118646
  nChanged 4
		SP:Iteration 36Q (115709.440000 sec): 3 clusters
  Score: Raw -1310585.964777 + Penalty 4495.937101 = -1306090.027676
  nChanged 5
		SP:Iteration 37Q (115709.650000 sec): 3 clusters
  Score: Raw -1310587.976318 + Penalty 4495.937101 = -1306092.039218
  nChanged 1
		SP:Iteration 38Q (115709.850000 sec): 3 clusters
  Score: Raw -1310588.147558 + Penalty 4495.937101 = -1306092.210457
  nChanged 1
		SP:Iteration 39Q (115710.060000 sec): 3 clusters
  Score: Raw -1310588.274339 + Penalty 4495.937101 = -1306092.337238
  nChanged 0
		SP:Iteration 40F (115710.270000 sec): 3 clusters
  Score: Raw -1310588.274339 + Penalty 4495.937101 = -1306092.337238
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 52 (20497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115710.430000 sec): 2 clusters
  Score: Raw -3246573.436502 + Penalty 2462.152386 = -3244111.284116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115710.750000 sec): 3 clusters
  Score: Raw -3234675.247516 + Penalty 4924.304771 = -3229750.942745
  nChanged 8919
		SP:Iteration 1F (115710.990000 sec): 3 clusters
  Score: Raw -3239551.051418 + Penalty 4924.304771 = -3234626.746647
  nChanged 1303
		SP:Iteration 2F (115711.250000 sec): 3 clusters
  Score: Raw -3240352.260500 + Penalty 4924.304771 = -3235427.955728
  nChanged 1324
		SP:Iteration 3F (115711.620000 sec): 3 clusters
  Score: Raw -3241367.905040 + Penalty 4924.304771 = -3236443.600268
  nChanged 1441
		SP:Iteration 4F (115711.970000 sec): 3 clusters
  Score: Raw -3242648.648641 + Penalty 4924.304771 = -3237724.343870
  nChanged 1426
		SP:Iteration 5F (115712.310000 sec): 3 clusters
  Score: Raw -3243825.575831 + Penalty 4924.304771 = -3238901.271059
  nChanged 1434
		SP:Iteration 6F (115712.690000 sec): 3 clusters
  Score: Raw -3244898.574077 + Penalty 4924.304771 = -3239974.269306
  nChanged 1218
		SP:Iteration 7F (115713.030000 sec): 3 clusters
  Score: Raw -3245735.380269 + Penalty 4924.304771 = -3240811.075498
  nChanged 1027
		SP:Iteration 8F (115713.390000 sec): 3 clusters
  Score: Raw -3246383.399527 + Penalty 4924.304771 = -3241459.094756
  nChanged 872
		SP:Iteration 9Q (115713.720000 sec): 3 clusters
  Score: Raw -3246916.312990 + Penalty 4924.304771 = -3241992.008219
  nChanged 733
		SP:Iteration 10Q (115714.090000 sec): 3 clusters
  Score: Raw -3247321.770944 + Penalty 4924.304771 = -3242397.466173
  nChanged 589
		SP:Iteration 11Q (115714.430000 sec): 3 clusters
  Score: Raw -3247598.914257 + Penalty 4924.304771 = -3242674.609486
  nChanged 472
		SP:Iteration 12Q (115714.730000 sec): 3 clusters
  Score: Raw -3247796.864178 + Penalty 4924.304771 = -3242872.559406
  nChanged 381
		SP:Iteration 13Q (115715.120000 sec): 3 clusters
  Score: Raw -3247939.555194 + Penalty 4924.304771 = -3243015.250422
  nChanged 309
		SP:Iteration 14Q (115715.480000 sec): 3 clusters
  Score: Raw -3248025.152684 + Penalty 4924.304771 = -3243100.847912
  nChanged 226
		SP:Iteration 15Q (115715.820000 sec): 3 clusters
  Score: Raw -3248078.085451 + Penalty 4924.304771 = -3243153.780680
  nChanged 175
		SP:Iteration 16Q (115716.120000 sec): 3 clusters
  Score: Raw -3248113.311695 + Penalty 4924.304771 = -3243189.006923
  nChanged 151
		SP:Iteration 17Q (115716.370000 sec): 3 clusters
  Score: Raw -3248140.453683 + Penalty 4924.304771 = -3243216.148911
  nChanged 127
		SP:Iteration 18Q (115716.710000 sec): 3 clusters
  Score: Raw -3248160.897450 + Penalty 4924.304771 = -3243236.592679
  nChanged 109
		SP:Iteration 19Q (115716.980000 sec): 3 clusters
  Score: Raw -3248177.865647 + Penalty 4924.304771 = -3243253.560876
  nChanged 89
		SP:Iteration 20F (115717.320000 sec): 3 clusters
  Score: Raw -3248192.458715 + Penalty 4924.304771 = -3243268.153944
  nChanged 84
		SP:Iteration 21Q (115717.670000 sec): 3 clusters
  Score: Raw -3248205.199787 + Penalty 4924.304771 = -3243280.895016
  nChanged 89
		SP:Iteration 22Q (115718.010000 sec): 3 clusters
  Score: Raw -3248220.100870 + Penalty 4924.304771 = -3243295.796098
  nChanged 99
		SP:Iteration 23Q (115718.350000 sec): 3 clusters
  Score: Raw -3248237.505275 + Penalty 4924.304771 = -3243313.200504
  nChanged 78
		SP:Iteration 24Q (115718.700000 sec): 3 clusters
  Score: Raw -3248249.517310 + Penalty 4924.304771 = -3243325.212539
  nChanged 72
		SP:Iteration 25Q (115719.050000 sec): 3 clusters
  Score: Raw -3248261.122159 + Penalty 4924.304771 = -3243336.817388
  nChanged 93
		SP:Iteration 26Q (115719.330000 sec): 3 clusters
  Score: Raw -3248274.280354 + Penalty 4924.304771 = -3243349.975583
  nChanged 88
		SP:Iteration 27Q (115719.640000 sec): 3 clusters
  Score: Raw -3248286.967282 + Penalty 4924.304771 = -3243362.662510
  nChanged 70
		SP:Iteration 28Q (115720.000000 sec): 3 clusters
  Score: Raw -3248300.213346 + Penalty 4924.304771 = -3243375.908575
  nChanged 96
		SP:Iteration 29Q (115720.340000 sec): 3 clusters
  Score: Raw -3248319.799227 + Penalty 4924.304771 = -3243395.494455
  nChanged 89
		SP:Iteration 30Q (115720.630000 sec): 3 clusters
  Score: Raw -3248340.575620 + Penalty 4924.304771 = -3243416.270848
  nChanged 125
		SP:Iteration 31Q (115720.940000 sec): 3 clusters
  Score: Raw -3248371.455684 + Penalty 4924.304771 = -3243447.150913
  nChanged 134
		SP:Iteration 32Q (115721.270000 sec): 3 clusters
  Score: Raw -3248405.948133 + Penalty 4924.304771 = -3243481.643362
  nChanged 146
		SP:Iteration 33Q (115721.600000 sec): 3 clusters
  Score: Raw -3248450.205166 + Penalty 4924.304771 = -3243525.900395
  nChanged 172
		SP:Iteration 34Q (115721.870000 sec): 3 clusters
  Score: Raw -3248511.501707 + Penalty 4924.304771 = -3243587.196935
  nChanged 200
		SP:Iteration 35Q (115722.100000 sec): 3 clusters
  Score: Raw -3248586.832466 + Penalty 4924.304771 = -3243662.527695
  nChanged 226
		SP:Iteration 36Q (115722.400000 sec): 3 clusters
  Score: Raw -3248679.119089 + Penalty 4924.304771 = -3243754.814318
  nChanged 238
		SP:Iteration 37Q (115722.750000 sec): 3 clusters
  Score: Raw -3248773.696823 + Penalty 4924.304771 = -3243849.392052
  nChanged 237
		SP:Iteration 38Q (115723.010000 sec): 3 clusters
  Score: Raw -3248866.086680 + Penalty 4924.304771 = -3243941.781909
  nChanged 221
		SP:Iteration 39Q (115723.280000 sec): 3 clusters
  Score: Raw -3248948.908583 + Penalty 4924.304771 = -3244024.603811
  nChanged 215
		SP:Iteration 40F (115723.590000 sec): 3 clusters
  Score: Raw -3249026.837804 + Penalty 4924.304771 = -3244102.533033
  nChanged 212
		SP:Iteration 41Q (115723.830000 sec): 3 clusters
  Score: Raw -3249106.324344 + Penalty 4924.304771 = -3244182.019573
  nChanged 213
		SP:Iteration 42Q (115724.140000 sec): 3 clusters
  Score: Raw -3249195.368466 + Penalty 4924.304771 = -3244271.063695
  nChanged 218
		SP:Iteration 43Q (115724.440000 sec): 3 clusters
  Score: Raw -3249287.031057 + Penalty 4924.304771 = -3244362.726286
  nChanged 205
		SP:Iteration 44Q (115724.700000 sec): 3 clusters
  Score: Raw -3249359.534399 + Penalty 4924.304771 = -3244435.229628
  nChanged 189
		SP:Iteration 45Q (115725.000000 sec): 3 clusters
  Score: Raw -3249421.851077 + Penalty 4924.304771 = -3244497.546305
  nChanged 168
		SP:Iteration 46Q (115725.280000 sec): 3 clusters
  Score: Raw -3249473.913985 + Penalty 4924.304771 = -3244549.609214
  nChanged 165
		SP:Iteration 47Q (115725.590000 sec): 3 clusters
  Score: Raw -3249524.391470 + Penalty 4924.304771 = -3244600.086698
  nChanged 137
		SP:Iteration 48Q (115725.890000 sec): 3 clusters
  Score: Raw -3249560.015015 + Penalty 4924.304771 = -3244635.710243
  nChanged 107
		SP:Iteration 49Q (115726.160000 sec): 3 clusters
  Score: Raw -3249582.772323 + Penalty 4924.304771 = -3244658.467551
  nChanged 81
		SP:Iteration 50Q (115726.460000 sec): 3 clusters
  Score: Raw -3249599.106979 + Penalty 4924.304771 = -3244674.802208
  nChanged 83
		SP:Iteration 51Q (115726.720000 sec): 3 clusters
  Score: Raw -3249616.343223 + Penalty 4924.304771 = -3244692.038452
  nChanged 77
		SP:Iteration 52Q (115726.960000 sec): 3 clusters
  Score: Raw -3249630.342189 + Penalty 4924.304771 = -3244706.037418
  nChanged 57
		SP:Iteration 53Q (115727.230000 sec): 3 clusters
  Score: Raw -3249640.015503 + Penalty 4924.304771 = -3244715.710731
  nChanged 48
		SP:Iteration 54Q (115727.490000 sec): 3 clusters
  Score: Raw -3249648.594178 + Penalty 4924.304771 = -3244724.289407
  nChanged 40
		SP:Iteration 55Q (115727.790000 sec): 3 clusters
  Score: Raw -3249655.369471 + Penalty 4924.304771 = -3244731.064700
  nChanged 30
		SP:Iteration 56Q (115728.100000 sec): 3 clusters
  Score: Raw -3249659.841969 + Penalty 4924.304771 = -3244735.537198
  nChanged 26
		SP:Iteration 57Q (115728.380000 sec): 3 clusters
  Score: Raw -3249663.513125 + Penalty 4924.304771 = -3244739.208354
  nChanged 16
		SP:Iteration 58Q (115728.580000 sec): 3 clusters
  Score: Raw -3249666.028849 + Penalty 4924.304771 = -3244741.724078
  nChanged 20
		SP:Iteration 59Q (115728.870000 sec): 3 clusters
  Score: Raw -3249669.467615 + Penalty 4924.304771 = -3244745.162844
  nChanged 27
		SP:Iteration 60F (115729.170000 sec): 3 clusters
  Score: Raw -3249673.505416 + Penalty 4924.304771 = -3244749.200645
  nChanged 20
		SP:Iteration 61Q (115729.470000 sec): 3 clusters
  Score: Raw -3249675.910337 + Penalty 4924.304771 = -3244751.605566
  nChanged 14
		SP:Iteration 62Q (115729.740000 sec): 3 clusters
  Score: Raw -3249677.740188 + Penalty 4924.304771 = -3244753.435417
  nChanged 14
		SP:Iteration 63Q (115730.010000 sec): 3 clusters
  Score: Raw -3249679.139622 + Penalty 4924.304771 = -3244754.834851
  nChanged 4
		SP:Iteration 64Q (115730.310000 sec): 3 clusters
  Score: Raw -3249679.650013 + Penalty 4924.304771 = -3244755.345241
  nChanged 5
		SP:Iteration 65Q (115730.560000 sec): 3 clusters
  Score: Raw -3249680.347219 + Penalty 4924.304771 = -3244756.042448
  nChanged 6
		SP:Iteration 66Q (115730.840000 sec): 3 clusters
  Score: Raw -3249681.236916 + Penalty 4924.304771 = -3244756.932145
  nChanged 10
		SP:Iteration 67Q (115731.110000 sec): 3 clusters
  Score: Raw -3249682.542412 + Penalty 4924.304771 = -3244758.237640
  nChanged 11
		SP:Iteration 68Q (115731.400000 sec): 3 clusters
  Score: Raw -3249684.598323 + Penalty 4924.304771 = -3244760.293552
  nChanged 18
		SP:Iteration 69Q (115731.670000 sec): 3 clusters
  Score: Raw -3249687.747411 + Penalty 4924.304771 = -3244763.442640
  nChanged 21
		SP:Iteration 70Q (115731.960000 sec): 3 clusters
  Score: Raw -3249690.320319 + Penalty 4924.304771 = -3244766.015547
  nChanged 20
		SP:Iteration 71Q (115732.240000 sec): 3 clusters
  Score: Raw -3249693.326343 + Penalty 4924.304771 = -3244769.021572
  nChanged 18
		SP:Iteration 72Q (115732.520000 sec): 3 clusters
  Score: Raw -3249695.702804 + Penalty 4924.304771 = -3244771.398033
  nChanged 13
		SP:Iteration 73Q (115732.850000 sec): 3 clusters
  Score: Raw -3249697.296388 + Penalty 4924.304771 = -3244772.991617
  nChanged 13
		SP:Iteration 74Q (115733.080000 sec): 3 clusters
  Score: Raw -3249698.639832 + Penalty 4924.304771 = -3244774.335061
  nChanged 14
		SP:Iteration 75Q (115733.370000 sec): 3 clusters
  Score: Raw -3249700.369933 + Penalty 4924.304771 = -3244776.065162
  nChanged 10
		SP:Iteration 76Q (115733.660000 sec): 3 clusters
  Score: Raw -3249702.072384 + Penalty 4924.304771 = -3244777.767613
  nChanged 14
		SP:Iteration 77Q (115733.880000 sec): 3 clusters
  Score: Raw -3249703.978381 + Penalty 4924.304771 = -3244779.673610
  nChanged 17
		SP:Iteration 78Q (115734.170000 sec): 3 clusters
  Score: Raw -3249705.985155 + Penalty 4924.304771 = -3244781.680383
  nChanged 14
		SP:Iteration 79Q (115734.420000 sec): 3 clusters
  Score: Raw -3249707.942316 + Penalty 4924.304771 = -3244783.637544
  nChanged 17
		SP:Iteration 80F (115734.680000 sec): 3 clusters
  Score: Raw -3249710.421030 + Penalty 4924.304771 = -3244786.116259
  nChanged 18
		SP:Iteration 81Q (115734.950000 sec): 3 clusters
  Score: Raw -3249712.570794 + Penalty 4924.304771 = -3244788.266023
  nChanged 13
		SP:Iteration 82Q (115735.240000 sec): 3 clusters
  Score: Raw -3249714.259211 + Penalty 4924.304771 = -3244789.954440
  nChanged 14
		SP:Iteration 83Q (115735.590000 sec): 3 clusters
  Score: Raw -3249716.060878 + Penalty 4924.304771 = -3244791.756107
  nChanged 10
		SP:Iteration 84Q (115735.830000 sec): 3 clusters
  Score: Raw -3249717.226684 + Penalty 4924.304771 = -3244792.921913
  nChanged 7
		SP:Iteration 85Q (115736.170000 sec): 3 clusters
  Score: Raw -3249717.945608 + Penalty 4924.304771 = -3244793.640837
  nChanged 6
		SP:Iteration 86Q (115736.390000 sec): 3 clusters
  Score: Raw -3249718.485780 + Penalty 4924.304771 = -3244794.181009
  nChanged 9
		SP:Iteration 87Q (115736.640000 sec): 3 clusters
  Score: Raw -3249719.369968 + Penalty 4924.304771 = -3244795.065196
  nChanged 4
		SP:Iteration 88Q (115736.900000 sec): 3 clusters
  Score: Raw -3249719.907756 + Penalty 4924.304771 = -3244795.602985
  nChanged 5
		SP:Iteration 89Q (115737.180000 sec): 3 clusters
  Score: Raw -3249720.591551 + Penalty 4924.304771 = -3244796.286779
  nChanged 4
		SP:Iteration 90Q (115737.460000 sec): 3 clusters
  Score: Raw -3249721.030045 + Penalty 4924.304771 = -3244796.725273
  nChanged 5
		SP:Iteration 91Q (115737.820000 sec): 3 clusters
  Score: Raw -3249721.456374 + Penalty 4924.304771 = -3244797.151602
  nChanged 1
		SP:Iteration 92Q (115738.150000 sec): 3 clusters
  Score: Raw -3249721.603593 + Penalty 4924.304771 = -3244797.298821
  nChanged 1
		SP:Iteration 93Q (115738.450000 sec): 3 clusters
  Score: Raw -3249721.677461 + Penalty 4924.304771 = -3244797.372690
  nChanged 1
		SP:Iteration 94Q (115738.770000 sec): 3 clusters
  Score: Raw -3249721.781891 + Penalty 4924.304771 = -3244797.477120
  nChanged 2
		SP:Iteration 95Q (115739.040000 sec): 3 clusters
  Score: Raw -3249721.864057 + Penalty 4924.304771 = -3244797.559286
  nChanged 2
		SP:Iteration 96Q (115739.300000 sec): 3 clusters
  Score: Raw -3249722.038901 + Penalty 4924.304771 = -3244797.734130
  nChanged 1
		SP:Iteration 97Q (115739.600000 sec): 3 clusters
  Score: Raw -3249722.172479 + Penalty 4924.304771 = -3244797.867708
  nChanged 2
		SP:Iteration 98Q (115739.870000 sec): 3 clusters
  Score: Raw -3249722.343795 + Penalty 4924.304771 = -3244798.039024
  nChanged 0
		SP:Iteration 99F (115740.160000 sec): 3 clusters
  Score: Raw -3249722.343795 + Penalty 4924.304771 = -3244798.039024
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 53 (4320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115740.280000 sec): 2 clusters
  Score: Raw -591190.415179 + Penalty 2076.010649 = -589114.404531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115740.470000 sec): 3 clusters
  Score: Raw -589194.006702 + Penalty 4152.021298 = -585041.985405
  nChanged 1649
		SP:Iteration 1F (115740.670000 sec): 3 clusters
  Score: Raw -590545.963787 + Penalty 4152.021298 = -586393.942490
  nChanged 486
		SP:Iteration 2F (115740.830000 sec): 3 clusters
  Score: Raw -591086.513652 + Penalty 4152.021298 = -586934.492354
  nChanged 374
		SP:Iteration 3F (115741.030000 sec): 3 clusters
  Score: Raw -591591.674784 + Penalty 4152.021298 = -587439.653486
  nChanged 319
		SP:Iteration 4F (115741.210000 sec): 3 clusters
  Score: Raw -591957.602206 + Penalty 4152.021298 = -587805.580909
  nChanged 199
		SP:Iteration 5Q (115741.350000 sec): 3 clusters
  Score: Raw -592159.343464 + Penalty 4152.021298 = -588007.322167
  nChanged 155
		SP:Iteration 6Q (115741.480000 sec): 3 clusters
  Score: Raw -592273.010866 + Penalty 4152.021298 = -588120.989568
  nChanged 91
		SP:Iteration 7Q (115741.620000 sec): 3 clusters
  Score: Raw -592329.732560 + Penalty 4152.021298 = -588177.711262
  nChanged 68
		SP:Iteration 8Q (115741.770000 sec): 3 clusters
  Score: Raw -592372.696936 + Penalty 4152.021298 = -588220.675638
  nChanged 61
		SP:Iteration 9Q (115741.960000 sec): 3 clusters
  Score: Raw -592403.556797 + Penalty 4152.021298 = -588251.535499
  nChanged 39
		SP:Iteration 10Q (115742.160000 sec): 3 clusters
  Score: Raw -592426.095630 + Penalty 4152.021298 = -588274.074332
  nChanged 36
		SP:Iteration 11Q (115742.310000 sec): 3 clusters
  Score: Raw -592441.806417 + Penalty 4152.021298 = -588289.785119
  nChanged 28
		SP:Iteration 12Q (115742.480000 sec): 3 clusters
  Score: Raw -592455.275597 + Penalty 4152.021298 = -588303.254299
  nChanged 23
		SP:Iteration 13Q (115742.650000 sec): 3 clusters
  Score: Raw -592467.569935 + Penalty 4152.021298 = -588315.548638
  nChanged 24
		SP:Iteration 14Q (115742.860000 sec): 3 clusters
  Score: Raw -592475.705862 + Penalty 4152.021298 = -588323.684564
  nChanged 19
		SP:Iteration 15Q (115743.040000 sec): 3 clusters
  Score: Raw -592483.313446 + Penalty 4152.021298 = -588331.292148
  nChanged 16
		SP:Iteration 16Q (115743.180000 sec): 3 clusters
  Score: Raw -592490.345643 + Penalty 4152.021298 = -588338.324345
  nChanged 14
		SP:Iteration 17Q (115743.360000 sec): 3 clusters
  Score: Raw -592495.938723 + Penalty 4152.021298 = -588343.917426
  nChanged 12
		SP:Iteration 18Q (115743.490000 sec): 3 clusters
  Score: Raw -592499.007160 + Penalty 4152.021298 = -588346.985862
  nChanged 3
		SP:Iteration 19Q (115743.660000 sec): 3 clusters
  Score: Raw -592499.551616 + Penalty 4152.021298 = -588347.530318
  nChanged 1
		SP:Iteration 20F (115743.840000 sec): 3 clusters
  Score: Raw -592499.972051 + Penalty 4152.021298 = -588347.950753
  nChanged 1
		SP:Iteration 21Q (115744.000000 sec): 3 clusters
  Score: Raw -592500.162283 + Penalty 4152.021298 = -588348.140985
  nChanged 0
		SP:Iteration 22F (115744.150000 sec): 3 clusters
  Score: Raw -592500.162283 + Penalty 4152.021298 = -588348.140985
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 54 (4045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115744.240000 sec): 2 clusters
  Score: Raw -595882.884939 + Penalty 2059.698734 = -593823.186205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115744.410000 sec): 3 clusters
  Score: Raw -594078.269310 + Penalty 4119.397467 = -589958.871842
  nChanged 1487
		SP:Iteration 1F (115744.590000 sec): 3 clusters
  Score: Raw -595163.892107 + Penalty 4119.397467 = -591044.494640
  nChanged 385
		SP:Iteration 2F (115744.750000 sec): 3 clusters
  Score: Raw -595599.963995 + Penalty 4119.397467 = -591480.566527
  nChanged 312
		SP:Iteration 3F (115744.970000 sec): 3 clusters
  Score: Raw -595972.706578 + Penalty 4119.397467 = -591853.309111
  nChanged 307
		SP:Iteration 4F (115745.160000 sec): 3 clusters
  Score: Raw -596334.661022 + Penalty 4119.397467 = -592215.263554
  nChanged 273
		SP:Iteration 5F (115745.330000 sec): 3 clusters
  Score: Raw -596605.614140 + Penalty 4119.397467 = -592486.216673
  nChanged 202
		SP:Iteration 6Q (115745.520000 sec): 3 clusters
  Score: Raw -596819.005040 + Penalty 4119.397467 = -592699.607573
  nChanged 154
		SP:Iteration 7Q (115745.680000 sec): 3 clusters
  Score: Raw -596949.518434 + Penalty 4119.397467 = -592830.120967
  nChanged 98
		SP:Iteration 8Q (115745.840000 sec): 3 clusters
  Score: Raw -597018.468754 + Penalty 4119.397467 = -592899.071286
  nChanged 67
		SP:Iteration 9Q (115746.030000 sec): 3 clusters
  Score: Raw -597057.752359 + Penalty 4119.397467 = -592938.354891
  nChanged 44
		SP:Iteration 10Q (115746.230000 sec): 3 clusters
  Score: Raw -597088.054473 + Penalty 4119.397467 = -592968.657005
  nChanged 40
		SP:Iteration 11Q (115746.390000 sec): 3 clusters
  Score: Raw -597108.117138 + Penalty 4119.397467 = -592988.719671
  nChanged 23
		SP:Iteration 12Q (115746.590000 sec): 3 clusters
  Score: Raw -597119.476006 + Penalty 4119.397467 = -593000.078538
  nChanged 15
		SP:Iteration 13Q (115746.730000 sec): 3 clusters
  Score: Raw -597126.312078 + Penalty 4119.397467 = -593006.914611
  nChanged 16
		SP:Iteration 14Q (115746.930000 sec): 3 clusters
  Score: Raw -597131.687305 + Penalty 4119.397467 = -593012.289837
  nChanged 10
		SP:Iteration 15Q (115747.100000 sec): 3 clusters
  Score: Raw -597135.497235 + Penalty 4119.397467 = -593016.099767
  nChanged 6
		SP:Iteration 16Q (115747.270000 sec): 3 clusters
  Score: Raw -597137.750804 + Penalty 4119.397467 = -593018.353337
  nChanged 5
		SP:Iteration 17Q (115747.440000 sec): 3 clusters
  Score: Raw -597138.890582 + Penalty 4119.397467 = -593019.493115
  nChanged 2
		SP:Iteration 18Q (115747.520000 sec): 3 clusters
  Score: Raw -597139.212142 + Penalty 4119.397467 = -593019.814675
  nChanged 1
		SP:Iteration 19Q (115747.600000 sec): 3 clusters
  Score: Raw -597139.458858 + Penalty 4119.397467 = -593020.061390
  nChanged 2
		SP:Iteration 20F (115747.730000 sec): 3 clusters
  Score: Raw -597139.937684 + Penalty 4119.397467 = -593020.540216
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 55 (5911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115747.850000 sec): 2 clusters
  Score: Raw -950207.983566 + Penalty 2153.773435 = -948054.210132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115748.070000 sec): 3 clusters
  Score: Raw -947292.716214 + Penalty 4307.546869 = -942985.169345
  nChanged 2303
		SP:Iteration 1F (115748.290000 sec): 3 clusters
  Score: Raw -948618.057845 + Penalty 4307.546869 = -944310.510976
  nChanged 507
		SP:Iteration 2F (115748.480000 sec): 3 clusters
  Score: Raw -949022.170785 + Penalty 4307.546869 = -944714.623916
  nChanged 433
		SP:Iteration 3F (115748.660000 sec): 3 clusters
  Score: Raw -949374.294221 + Penalty 4307.546869 = -945066.747352
  nChanged 387
		SP:Iteration 4F (115748.860000 sec): 3 clusters
  Score: Raw -949694.353034 + Penalty 4307.546869 = -945386.806164
  nChanged 332
		SP:Iteration 5F (115749.040000 sec): 3 clusters
  Score: Raw -949964.839245 + Penalty 4307.546869 = -945657.292376
  nChanged 295
		SP:Iteration 6Q (115749.230000 sec): 3 clusters
  Score: Raw -950193.334376 + Penalty 4307.546869 = -945885.787507
  nChanged 261
		SP:Iteration 7Q (115749.440000 sec): 3 clusters
  Score: Raw -950379.401970 + Penalty 4307.546869 = -946071.855101
  nChanged 197
		SP:Iteration 8Q (115749.620000 sec): 3 clusters
  Score: Raw -950492.284298 + Penalty 4307.546869 = -946184.737428
  nChanged 142
		SP:Iteration 9Q (115749.840000 sec): 3 clusters
  Score: Raw -950561.652857 + Penalty 4307.546869 = -946254.105988
  nChanged 99
		SP:Iteration 10Q (115749.940000 sec): 3 clusters
  Score: Raw -950597.700892 + Penalty 4307.546869 = -946290.154022
  nChanged 61
		SP:Iteration 11Q (115750.150000 sec): 3 clusters
  Score: Raw -950616.991013 + Penalty 4307.546869 = -946309.444144
  nChanged 42
		SP:Iteration 12Q (115750.340000 sec): 3 clusters
  Score: Raw -950630.325721 + Penalty 4307.546869 = -946322.778851
  nChanged 34
		SP:Iteration 13Q (115750.540000 sec): 3 clusters
  Score: Raw -950642.142066 + Penalty 4307.546869 = -946334.595197
  nChanged 26
		SP:Iteration 14Q (115750.710000 sec): 3 clusters
  Score: Raw -950648.826906 + Penalty 4307.546869 = -946341.280037
  nChanged 14
		SP:Iteration 15Q (115750.910000 sec): 3 clusters
  Score: Raw -950653.026660 + Penalty 4307.546869 = -946345.479791
  nChanged 10
		SP:Iteration 16Q (115751.100000 sec): 3 clusters
  Score: Raw -950655.779628 + Penalty 4307.546869 = -946348.232759
  nChanged 6
		SP:Iteration 17Q (115751.290000 sec): 3 clusters
  Score: Raw -950657.596675 + Penalty 4307.546869 = -946350.049806
  nChanged 8
		SP:Iteration 18Q (115751.560000 sec): 3 clusters
  Score: Raw -950659.585672 + Penalty 4307.546869 = -946352.038802
  nChanged 8
		SP:Iteration 19Q (115751.720000 sec): 3 clusters
  Score: Raw -950661.550306 + Penalty 4307.546869 = -946354.003436
  nChanged 12
		SP:Iteration 20F (115751.890000 sec): 3 clusters
  Score: Raw -950664.250044 + Penalty 4307.546869 = -946356.703175
  nChanged 9
		SP:Iteration 21Q (115752.070000 sec): 3 clusters
  Score: Raw -950666.409817 + Penalty 4307.546869 = -946358.862948
  nChanged 5
		SP:Iteration 22Q (115752.230000 sec): 3 clusters
  Score: Raw -950667.927905 + Penalty 4307.546869 = -946360.381035
  nChanged 3
		SP:Iteration 23Q (115752.420000 sec): 3 clusters
  Score: Raw -950669.011469 + Penalty 4307.546869 = -946361.464600
  nChanged 8
		SP:Iteration 24Q (115752.610000 sec): 3 clusters
  Score: Raw -950670.699666 + Penalty 4307.546869 = -946363.152797
  nChanged 8
		SP:Iteration 25Q (115752.770000 sec): 3 clusters
  Score: Raw -950672.514022 + Penalty 4307.546869 = -946364.967153
  nChanged 5
		SP:Iteration 26Q (115752.960000 sec): 3 clusters
  Score: Raw -950673.341845 + Penalty 4307.546869 = -946365.794976
  nChanged 1
		SP:Iteration 27Q (115753.130000 sec): 3 clusters
  Score: Raw -950673.411113 + Penalty 4307.546869 = -946365.864243
  nChanged 1
		SP:Iteration 28Q (115753.340000 sec): 3 clusters
  Score: Raw -950673.828159 + Penalty 4307.546869 = -946366.281289
  nChanged 5
		SP:Iteration 29Q (115753.490000 sec): 3 clusters
  Score: Raw -950675.064655 + Penalty 4307.546869 = -946367.517786
  nChanged 7
		SP:Iteration 30Q (115753.690000 sec): 3 clusters
  Score: Raw -950676.550931 + Penalty 4307.546869 = -946369.004062
  nChanged 8
		SP:Iteration 31Q (115753.900000 sec): 3 clusters
  Score: Raw -950678.883954 + Penalty 4307.546869 = -946371.337085
  nChanged 5
		SP:Iteration 32Q (115754.070000 sec): 3 clusters
  Score: Raw -950679.939151 + Penalty 4307.546869 = -946372.392282
  nChanged 3
		SP:Iteration 33Q (115754.280000 sec): 3 clusters
  Score: Raw -950680.759925 + Penalty 4307.546869 = -946373.213056
  nChanged 1
		SP:Iteration 34Q (115754.450000 sec): 3 clusters
  Score: Raw -950681.142548 + Penalty 4307.546869 = -946373.595679
  nChanged 1
		SP:Iteration 35Q (115754.670000 sec): 3 clusters
  Score: Raw -950681.378487 + Penalty 4307.546869 = -946373.831618
  nChanged 2
		SP:Iteration 36Q (115754.840000 sec): 3 clusters
  Score: Raw -950681.779082 + Penalty 4307.546869 = -946374.232213
  nChanged 0
		SP:Iteration 37F (115754.990000 sec): 3 clusters
  Score: Raw -950681.779082 + Penalty 4307.546869 = -946374.232213
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 56 (39225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115755.330000 sec): 2 clusters
  Score: Raw -5894911.554351 + Penalty 2623.113255 = -5892288.441096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115755.840000 sec): 3 clusters
  Score: Raw -5870940.774611 + Penalty 5246.226510 = -5865694.548101
  nChanged 17915
		SP:Iteration 1F (115756.260000 sec): 3 clusters
  Score: Raw -5881311.061159 + Penalty 5246.226510 = -5876064.834648
  nChanged 2151
		SP:Iteration 2F (115756.680000 sec): 3 clusters
  Score: Raw -5882203.722611 + Penalty 5246.226510 = -5876957.496100
  nChanged 2101
		SP:Iteration 3F (115757.070000 sec): 3 clusters
  Score: Raw -5883102.829190 + Penalty 5246.226510 = -5877856.602680
  nChanged 1910
		SP:Iteration 4Q (115757.510000 sec): 3 clusters
  Score: Raw -5883953.443452 + Penalty 5246.226510 = -5878707.216941
  nChanged 1876
		SP:Iteration 5Q (115758.030000 sec): 3 clusters
  Score: Raw -5884815.620544 + Penalty 5246.226510 = -5879569.394034
  nChanged 1952
		SP:Iteration 6Q (115758.450000 sec): 3 clusters
  Score: Raw -5885768.370514 + Penalty 5246.226510 = -5880522.144003
  nChanged 1984
		SP:Iteration 7F (115758.900000 sec): 3 clusters
  Score: Raw -5886800.455658 + Penalty 5246.226510 = -5881554.229148
  nChanged 2002
		SP:Iteration 8F (115759.360000 sec): 3 clusters
  Score: Raw -5887931.499629 + Penalty 5246.226510 = -5882685.273118
  nChanged 1914
		SP:Iteration 9Q (115759.770000 sec): 3 clusters
  Score: Raw -5889140.488930 + Penalty 5246.226510 = -5883894.262419
  nChanged 1837
		SP:Iteration 10Q (115760.210000 sec): 3 clusters
  Score: Raw -5890370.347058 + Penalty 5246.226510 = -5885124.120547
  nChanged 1795
		SP:Iteration 11Q (115760.710000 sec): 3 clusters
  Score: Raw -5891540.568575 + Penalty 5246.226510 = -5886294.342064
  nChanged 1534
		SP:Iteration 12Q (115761.180000 sec): 3 clusters
  Score: Raw -5892508.468223 + Penalty 5246.226510 = -5887262.241712
  nChanged 1275
		SP:Iteration 13Q (115761.670000 sec): 3 clusters
  Score: Raw -5893312.187943 + Penalty 5246.226510 = -5888065.961432
  nChanged 1100
		SP:Iteration 14Q (115762.140000 sec): 3 clusters
  Score: Raw -5893988.700526 + Penalty 5246.226510 = -5888742.474015
  nChanged 830
		SP:Iteration 15Q (115762.560000 sec): 3 clusters
  Score: Raw -5894465.403139 + Penalty 5246.226510 = -5889219.176628
  nChanged 645
		SP:Iteration 16Q (115762.910000 sec): 3 clusters
  Score: Raw -5894834.921880 + Penalty 5246.226510 = -5889588.695369
  nChanged 521
		SP:Iteration 17Q (115763.390000 sec): 3 clusters
  Score: Raw -5895140.655072 + Penalty 5246.226510 = -5889894.428562
  nChanged 386
		SP:Iteration 18Q (115763.860000 sec): 3 clusters
  Score: Raw -5895356.454339 + Penalty 5246.226510 = -5890110.227828
  nChanged 291
		SP:Iteration 19Q (115764.230000 sec): 3 clusters
  Score: Raw -5895502.116457 + Penalty 5246.226510 = -5890255.889946
  nChanged 227
		SP:Iteration 20F (115764.630000 sec): 3 clusters
  Score: Raw -5895608.514859 + Penalty 5246.226510 = -5890362.288349
  nChanged 174
		SP:Iteration 21Q (115765.010000 sec): 3 clusters
  Score: Raw -5895693.542996 + Penalty 5246.226510 = -5890447.316486
  nChanged 142
		SP:Iteration 22Q (115765.380000 sec): 3 clusters
  Score: Raw -5895756.532559 + Penalty 5246.226510 = -5890510.306048
  nChanged 113
		SP:Iteration 23Q (115765.870000 sec): 3 clusters
  Score: Raw -5895805.962902 + Penalty 5246.226510 = -5890559.736391
  nChanged 90
		SP:Iteration 24Q (115766.260000 sec): 3 clusters
  Score: Raw -5895843.266851 + Penalty 5246.226510 = -5890597.040340
  nChanged 78
		SP:Iteration 25Q (115766.660000 sec): 3 clusters
  Score: Raw -5895877.276191 + Penalty 5246.226510 = -5890631.049681
  nChanged 70
		SP:Iteration 26Q (115767.070000 sec): 3 clusters
  Score: Raw -5895904.074508 + Penalty 5246.226510 = -5890657.847997
  nChanged 43
		SP:Iteration 27Q (115767.470000 sec): 3 clusters
  Score: Raw -5895924.036009 + Penalty 5246.226510 = -5890677.809498
  nChanged 41
		SP:Iteration 28Q (115767.910000 sec): 3 clusters
  Score: Raw -5895941.905901 + Penalty 5246.226510 = -5890695.679391
  nChanged 44
		SP:Iteration 29Q (115768.340000 sec): 3 clusters
  Score: Raw -5895959.992709 + Penalty 5246.226510 = -5890713.766199
  nChanged 36
		SP:Iteration 30Q (115768.740000 sec): 3 clusters
  Score: Raw -5895978.840205 + Penalty 5246.226510 = -5890732.613694
  nChanged 36
		SP:Iteration 31Q (115769.160000 sec): 3 clusters
  Score: Raw -5895995.346577 + Penalty 5246.226510 = -5890749.120066
  nChanged 30
		SP:Iteration 32Q (115769.600000 sec): 3 clusters
  Score: Raw -5896011.293792 + Penalty 5246.226510 = -5890765.067282
  nChanged 29
		SP:Iteration 33Q (115769.990000 sec): 3 clusters
  Score: Raw -5896030.882969 + Penalty 5246.226510 = -5890784.656459
  nChanged 30
		SP:Iteration 34Q (115770.330000 sec): 3 clusters
  Score: Raw -5896043.267384 + Penalty 5246.226510 = -5890797.040873
  nChanged 24
		SP:Iteration 35Q (115770.810000 sec): 3 clusters
  Score: Raw -5896053.956034 + Penalty 5246.226510 = -5890807.729524
  nChanged 23
		SP:Iteration 36Q (115771.210000 sec): 3 clusters
  Score: Raw -5896068.370824 + Penalty 5246.226510 = -5890822.144314
  nChanged 24
		SP:Iteration 37Q (115771.590000 sec): 3 clusters
  Score: Raw -5896076.603287 + Penalty 5246.226510 = -5890830.376777
  nChanged 17
		SP:Iteration 38Q (115771.940000 sec): 3 clusters
  Score: Raw -5896080.704535 + Penalty 5246.226510 = -5890834.478024
  nChanged 12
		SP:Iteration 39Q (115772.300000 sec): 3 clusters
  Score: Raw -5896084.314824 + Penalty 5246.226510 = -5890838.088313
  nChanged 11
		SP:Iteration 40F (115772.690000 sec): 3 clusters
  Score: Raw -5896087.286689 + Penalty 5246.226510 = -5890841.060178
  nChanged 5
		SP:Iteration 41Q (115773.110000 sec): 3 clusters
  Score: Raw -5896088.395739 + Penalty 5246.226510 = -5890842.169229
  nChanged 3
		SP:Iteration 42Q (115773.520000 sec): 3 clusters
  Score: Raw -5896089.068987 + Penalty 5246.226510 = -5890842.842477
  nChanged 1
		SP:Iteration 43Q (115773.950000 sec): 3 clusters
  Score: Raw -5896089.431284 + Penalty 5246.226510 = -5890843.204773
  nChanged 0
		SP:Iteration 44F (115774.380000 sec): 3 clusters
  Score: Raw -5896089.431284 + Penalty 5246.226510 = -5890843.204773
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 57 (9184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115774.540000 sec): 2 clusters
  Score: Raw -1469705.321390 + Penalty 2263.054093 = -1467442.267296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115774.770000 sec): 3 clusters
  Score: Raw -1464836.377253 + Penalty 4526.108187 = -1460310.269066
  nChanged 3804
		SP:Iteration 1F (115774.900000 sec): 3 clusters
  Score: Raw -1466886.431925 + Penalty 4526.108187 = -1462360.323738
  nChanged 624
		SP:Iteration 2F (115775.090000 sec): 3 clusters
  Score: Raw -1467220.296150 + Penalty 4526.108187 = -1462694.187963
  nChanged 521
		SP:Iteration 3F (115775.250000 sec): 3 clusters
  Score: Raw -1467546.858454 + Penalty 4526.108187 = -1463020.750267
  nChanged 509
		SP:Iteration 4F (115775.410000 sec): 3 clusters
  Score: Raw -1467860.201056 + Penalty 4526.108187 = -1463334.092869
  nChanged 497
		SP:Iteration 5F (115775.600000 sec): 3 clusters
  Score: Raw -1468191.255873 + Penalty 4526.108187 = -1463665.147686
  nChanged 492
		SP:Iteration 6F (115775.780000 sec): 3 clusters
  Score: Raw -1468532.237902 + Penalty 4526.108187 = -1464006.129716
  nChanged 480
		SP:Iteration 7F (115775.920000 sec): 3 clusters
  Score: Raw -1468912.713655 + Penalty 4526.108187 = -1464386.605469
  nChanged 457
		SP:Iteration 8Q (115776.120000 sec): 3 clusters
  Score: Raw -1469318.423056 + Penalty 4526.108187 = -1464792.314869
  nChanged 417
		SP:Iteration 9Q (115776.280000 sec): 3 clusters
  Score: Raw -1469686.610950 + Penalty 4526.108187 = -1465160.502763
  nChanged 380
		SP:Iteration 10Q (115776.410000 sec): 3 clusters
  Score: Raw -1470000.857818 + Penalty 4526.108187 = -1465474.749631
  nChanged 313
		SP:Iteration 11Q (115776.590000 sec): 3 clusters
  Score: Raw -1470243.594069 + Penalty 4526.108187 = -1465717.485882
  nChanged 269
		SP:Iteration 12Q (115776.750000 sec): 3 clusters
  Score: Raw -1470444.382687 + Penalty 4526.108187 = -1465918.274501
  nChanged 209
		SP:Iteration 13Q (115776.970000 sec): 3 clusters
  Score: Raw -1470577.246068 + Penalty 4526.108187 = -1466051.137881
  nChanged 170
		SP:Iteration 14Q (115777.170000 sec): 3 clusters
  Score: Raw -1470659.945815 + Penalty 4526.108187 = -1466133.837628
  nChanged 127
		SP:Iteration 15Q (115777.350000 sec): 3 clusters
  Score: Raw -1470723.663015 + Penalty 4526.108187 = -1466197.554828
  nChanged 104
		SP:Iteration 16Q (115777.500000 sec): 3 clusters
  Score: Raw -1470768.608083 + Penalty 4526.108187 = -1466242.499897
  nChanged 86
		SP:Iteration 17Q (115777.650000 sec): 3 clusters
  Score: Raw -1470797.915319 + Penalty 4526.108187 = -1466271.807132
  nChanged 72
		SP:Iteration 18Q (115777.890000 sec): 3 clusters
  Score: Raw -1470827.602856 + Penalty 4526.108187 = -1466301.494669
  nChanged 80
		SP:Iteration 19Q (115778.040000 sec): 3 clusters
  Score: Raw -1470861.939156 + Penalty 4526.108187 = -1466335.830970
  nChanged 82
		SP:Iteration 20F (115778.250000 sec): 3 clusters
  Score: Raw -1470890.422875 + Penalty 4526.108187 = -1466364.314688
  nChanged 65
		SP:Iteration 21Q (115778.470000 sec): 3 clusters
  Score: Raw -1470911.921307 + Penalty 4526.108187 = -1466385.813120
  nChanged 62
		SP:Iteration 22Q (115778.640000 sec): 3 clusters
  Score: Raw -1470933.343632 + Penalty 4526.108187 = -1466407.235446
  nChanged 55
		SP:Iteration 23Q (115778.810000 sec): 3 clusters
  Score: Raw -1470952.981063 + Penalty 4526.108187 = -1466426.872876
  nChanged 53
		SP:Iteration 24Q (115778.970000 sec): 3 clusters
  Score: Raw -1470969.290924 + Penalty 4526.108187 = -1466443.182737
  nChanged 42
		SP:Iteration 25Q (115779.210000 sec): 3 clusters
  Score: Raw -1470979.661386 + Penalty 4526.108187 = -1466453.553199
  nChanged 34
		SP:Iteration 26Q (115779.330000 sec): 3 clusters
  Score: Raw -1470986.847135 + Penalty 4526.108187 = -1466460.738948
  nChanged 31
		SP:Iteration 27Q (115779.530000 sec): 3 clusters
  Score: Raw -1470992.790582 + Penalty 4526.108187 = -1466466.682395
  nChanged 19
		SP:Iteration 28Q (115779.740000 sec): 3 clusters
  Score: Raw -1470996.582020 + Penalty 4526.108187 = -1466470.473833
  nChanged 21
		SP:Iteration 29Q (115779.950000 sec): 3 clusters
  Score: Raw -1471001.234755 + Penalty 4526.108187 = -1466475.126568
  nChanged 19
		SP:Iteration 30Q (115780.120000 sec): 3 clusters
  Score: Raw -1471004.727444 + Penalty 4526.108187 = -1466478.619257
  nChanged 12
		SP:Iteration 31Q (115780.330000 sec): 3 clusters
  Score: Raw -1471006.511811 + Penalty 4526.108187 = -1466480.403624
  nChanged 8
		SP:Iteration 32Q (115780.510000 sec): 3 clusters
  Score: Raw -1471007.710620 + Penalty 4526.108187 = -1466481.602433
  nChanged 4
		SP:Iteration 33Q (115780.750000 sec): 3 clusters
  Score: Raw -1471008.239363 + Penalty 4526.108187 = -1466482.131176
  nChanged 4
		SP:Iteration 34Q (115780.980000 sec): 3 clusters
  Score: Raw -1471008.795007 + Penalty 4526.108187 = -1466482.686820
  nChanged 4
		SP:Iteration 35Q (115781.180000 sec): 3 clusters
  Score: Raw -1471009.282534 + Penalty 4526.108187 = -1466483.174347
  nChanged 5
		SP:Iteration 36Q (115781.420000 sec): 3 clusters
  Score: Raw -1471010.310892 + Penalty 4526.108187 = -1466484.202705
  nChanged 3
		SP:Iteration 37Q (115781.590000 sec): 3 clusters
  Score: Raw -1471010.919073 + Penalty 4526.108187 = -1466484.810886
  nChanged 2
		SP:Iteration 38Q (115781.810000 sec): 3 clusters
  Score: Raw -1471011.228903 + Penalty 4526.108187 = -1466485.120716
  nChanged 3
		SP:Iteration 39Q (115781.980000 sec): 3 clusters
  Score: Raw -1471011.665331 + Penalty 4526.108187 = -1466485.557144
  nChanged 2
		SP:Iteration 40F (115782.190000 sec): 3 clusters
  Score: Raw -1471011.916246 + Penalty 4526.108187 = -1466485.808059
  nChanged 1
		SP:Iteration 41Q (115782.360000 sec): 3 clusters
  Score: Raw -1471011.935197 + Penalty 4526.108187 = -1466485.827010
  nChanged 0
		SP:Iteration 42F (115782.570000 sec): 3 clusters
  Score: Raw -1471011.935197 + Penalty 4526.108187 = -1466485.827010
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 58 (17000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115782.740000 sec): 2 clusters
  Score: Raw -2632481.104029 + Penalty 2415.760219 = -2630065.343810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115782.970000 sec): 3 clusters
  Score: Raw -2622735.687225 + Penalty 4831.520437 = -2617904.166788
  nChanged 7400
		SP:Iteration 1F (115783.250000 sec): 3 clusters
  Score: Raw -2626754.640818 + Penalty 4831.520437 = -2621923.120381
  nChanged 1054
		SP:Iteration 2F (115783.550000 sec): 3 clusters
  Score: Raw -2627238.720656 + Penalty 4831.520437 = -2622407.200219
  nChanged 910
		SP:Iteration 3F (115783.830000 sec): 3 clusters
  Score: Raw -2627736.518746 + Penalty 4831.520437 = -2622904.998309
  nChanged 923
		SP:Iteration 4F (115784.070000 sec): 3 clusters
  Score: Raw -2628249.976775 + Penalty 4831.520437 = -2623418.456338
  nChanged 877
		SP:Iteration 5F (115784.390000 sec): 3 clusters
  Score: Raw -2628747.860371 + Penalty 4831.520437 = -2623916.339934
  nChanged 825
		SP:Iteration 6Q (115784.670000 sec): 3 clusters
  Score: Raw -2629206.473120 + Penalty 4831.520437 = -2624374.952683
  nChanged 792
		SP:Iteration 7Q (115784.900000 sec): 3 clusters
  Score: Raw -2629652.684121 + Penalty 4831.520437 = -2624821.163684
  nChanged 783
		SP:Iteration 8Q (115785.220000 sec): 3 clusters
  Score: Raw -2630107.993247 + Penalty 4831.520437 = -2625276.472810
  nChanged 750
		SP:Iteration 9Q (115785.480000 sec): 3 clusters
  Score: Raw -2630569.317038 + Penalty 4831.520437 = -2625737.796601
  nChanged 740
		SP:Iteration 10Q (115785.730000 sec): 3 clusters
  Score: Raw -2631053.353029 + Penalty 4831.520437 = -2626221.832592
  nChanged 702
		SP:Iteration 11Q (115786.050000 sec): 3 clusters
  Score: Raw -2631558.519754 + Penalty 4831.520437 = -2626726.999317
  nChanged 610
		SP:Iteration 12Q (115786.330000 sec): 3 clusters
  Score: Raw -2631979.182492 + Penalty 4831.520437 = -2627147.662055
  nChanged 561
		SP:Iteration 13Q (115786.570000 sec): 3 clusters
  Score: Raw -2632269.121817 + Penalty 4831.520437 = -2627437.601380
  nChanged 460
		SP:Iteration 14Q (115786.860000 sec): 3 clusters
  Score: Raw -2632475.443661 + Penalty 4831.520437 = -2627643.923224
  nChanged 353
		SP:Iteration 15Q (115787.150000 sec): 3 clusters
  Score: Raw -2632613.574206 + Penalty 4831.520437 = -2627782.053769
  nChanged 280
		SP:Iteration 16Q (115787.410000 sec): 3 clusters
  Score: Raw -2632718.204222 + Penalty 4831.520437 = -2627886.683785
  nChanged 251
		SP:Iteration 17Q (115787.700000 sec): 3 clusters
  Score: Raw -2632798.701965 + Penalty 4831.520437 = -2627967.181528
  nChanged 191
		SP:Iteration 18Q (115787.970000 sec): 3 clusters
  Score: Raw -2632857.498026 + Penalty 4831.520437 = -2628025.977589
  nChanged 163
		SP:Iteration 19Q (115788.290000 sec): 3 clusters
  Score: Raw -2632899.131433 + Penalty 4831.520437 = -2628067.610996
  nChanged 140
		SP:Iteration 20F (115788.570000 sec): 3 clusters
  Score: Raw -2632943.814443 + Penalty 4831.520437 = -2628112.294006
  nChanged 135
		SP:Iteration 21Q (115788.850000 sec): 3 clusters
  Score: Raw -2632985.457644 + Penalty 4831.520437 = -2628153.937207
  nChanged 120
		SP:Iteration 22Q (115789.110000 sec): 3 clusters
  Score: Raw -2633023.320065 + Penalty 4831.520437 = -2628191.799628
  nChanged 116
		SP:Iteration 23Q (115789.390000 sec): 3 clusters
  Score: Raw -2633055.305870 + Penalty 4831.520437 = -2628223.785433
  nChanged 111
		SP:Iteration 24Q (115789.680000 sec): 3 clusters
  Score: Raw -2633083.216136 + Penalty 4831.520437 = -2628251.695699
  nChanged 101
		SP:Iteration 25Q (115789.910000 sec): 3 clusters
  Score: Raw -2633109.378578 + Penalty 4831.520437 = -2628277.858141
  nChanged 94
		SP:Iteration 26Q (115790.210000 sec): 3 clusters
  Score: Raw -2633129.717125 + Penalty 4831.520437 = -2628298.196688
  nChanged 80
		SP:Iteration 27Q (115790.520000 sec): 3 clusters
  Score: Raw -2633146.239532 + Penalty 4831.520437 = -2628314.719095
  nChanged 61
		SP:Iteration 28Q (115790.770000 sec): 3 clusters
  Score: Raw -2633157.187735 + Penalty 4831.520437 = -2628325.667298
  nChanged 60
		SP:Iteration 29Q (115791.040000 sec): 3 clusters
  Score: Raw -2633169.809573 + Penalty 4831.520437 = -2628338.289136
  nChanged 42
		SP:Iteration 30Q (115791.330000 sec): 3 clusters
  Score: Raw -2633176.430095 + Penalty 4831.520437 = -2628344.909658
  nChanged 32
		SP:Iteration 31Q (115791.590000 sec): 3 clusters
  Score: Raw -2633182.375968 + Penalty 4831.520437 = -2628350.855531
  nChanged 33
		SP:Iteration 32Q (115791.850000 sec): 3 clusters
  Score: Raw -2633187.815796 + Penalty 4831.520437 = -2628356.295359
  nChanged 29
		SP:Iteration 33Q (115792.130000 sec): 3 clusters
  Score: Raw -2633192.289646 + Penalty 4831.520437 = -2628360.769209
  nChanged 27
		SP:Iteration 34Q (115792.440000 sec): 3 clusters
  Score: Raw -2633196.323318 + Penalty 4831.520437 = -2628364.802881
  nChanged 22
		SP:Iteration 35Q (115792.710000 sec): 3 clusters
  Score: Raw -2633199.573441 + Penalty 4831.520437 = -2628368.053004
  nChanged 17
		SP:Iteration 36Q (115792.940000 sec): 3 clusters
  Score: Raw -2633203.637036 + Penalty 4831.520437 = -2628372.116599
  nChanged 19
		SP:Iteration 37Q (115793.230000 sec): 3 clusters
  Score: Raw -2633206.600469 + Penalty 4831.520437 = -2628375.080032
  nChanged 15
		SP:Iteration 38Q (115793.480000 sec): 3 clusters
  Score: Raw -2633208.575489 + Penalty 4831.520437 = -2628377.055052
  nChanged 15
		SP:Iteration 39Q (115793.780000 sec): 3 clusters
  Score: Raw -2633211.085451 + Penalty 4831.520437 = -2628379.565014
  nChanged 14
		SP:Iteration 40F (115794.040000 sec): 3 clusters
  Score: Raw -2633213.034214 + Penalty 4831.520437 = -2628381.513777
  nChanged 10
		SP:Iteration 41Q (115794.300000 sec): 3 clusters
  Score: Raw -2633214.194372 + Penalty 4831.520437 = -2628382.673935
  nChanged 10
		SP:Iteration 42Q (115794.610000 sec): 3 clusters
  Score: Raw -2633215.792111 + Penalty 4831.520437 = -2628384.271674
  nChanged 6
		SP:Iteration 43Q (115794.860000 sec): 3 clusters
  Score: Raw -2633216.377540 + Penalty 4831.520437 = -2628384.857103
  nChanged 5
		SP:Iteration 44Q (115795.050000 sec): 3 clusters
  Score: Raw -2633216.897517 + Penalty 4831.520437 = -2628385.377080
  nChanged 2
		SP:Iteration 45Q (115795.360000 sec): 3 clusters
  Score: Raw -2633217.085169 + Penalty 4831.520437 = -2628385.564732
  nChanged 2
		SP:Iteration 46Q (115795.630000 sec): 3 clusters
  Score: Raw -2633217.357134 + Penalty 4831.520437 = -2628385.836697
  nChanged 4
		SP:Iteration 47Q (115795.940000 sec): 3 clusters
  Score: Raw -2633217.729658 + Penalty 4831.520437 = -2628386.209221
  nChanged 2
		SP:Iteration 48Q (115796.190000 sec): 3 clusters
  Score: Raw -2633218.110975 + Penalty 4831.520437 = -2628386.590538
  nChanged 5
		SP:Iteration 49Q (115796.500000 sec): 3 clusters
  Score: Raw -2633218.668594 + Penalty 4831.520437 = -2628387.148157
  nChanged 10
		SP:Iteration 50Q (115796.780000 sec): 3 clusters
  Score: Raw -2633219.970634 + Penalty 4831.520437 = -2628388.450197
  nChanged 6
		SP:Iteration 51Q (115796.980000 sec): 3 clusters
  Score: Raw -2633220.805284 + Penalty 4831.520437 = -2628389.284847
  nChanged 6
		SP:Iteration 52Q (115797.280000 sec): 3 clusters
  Score: Raw -2633221.623000 + Penalty 4831.520437 = -2628390.102563
  nChanged 2
		SP:Iteration 53Q (115797.560000 sec): 3 clusters
  Score: Raw -2633221.871576 + Penalty 4831.520437 = -2628390.351139
  nChanged 5
		SP:Iteration 54Q (115797.840000 sec): 3 clusters
  Score: Raw -2633222.527289 + Penalty 4831.520437 = -2628391.006852
  nChanged 4
		SP:Iteration 55Q (115798.090000 sec): 3 clusters
  Score: Raw -2633223.133409 + Penalty 4831.520437 = -2628391.612972
  nChanged 5
		SP:Iteration 56Q (115798.380000 sec): 3 clusters
  Score: Raw -2633223.684186 + Penalty 4831.520437 = -2628392.163749
  nChanged 8
		SP:Iteration 57Q (115798.640000 sec): 3 clusters
  Score: Raw -2633224.831529 + Penalty 4831.520437 = -2628393.311092
  nChanged 4
		SP:Iteration 58Q (115798.930000 sec): 3 clusters
  Score: Raw -2633225.527210 + Penalty 4831.520437 = -2628394.006773
  nChanged 6
		SP:Iteration 59Q (115799.220000 sec): 3 clusters
  Score: Raw -2633226.677944 + Penalty 4831.520437 = -2628395.157507
  nChanged 7
		SP:Iteration 60F (115799.460000 sec): 3 clusters
  Score: Raw -2633227.910057 + Penalty 4831.520437 = -2628396.389620
  nChanged 5
		SP:Iteration 61Q (115799.710000 sec): 3 clusters
  Score: Raw -2633228.522840 + Penalty 4831.520437 = -2628397.002403
  nChanged 7
		SP:Iteration 62Q (115799.970000 sec): 3 clusters
  Score: Raw -2633229.176007 + Penalty 4831.520437 = -2628397.655570
  nChanged 10
		SP:Iteration 63Q (115800.230000 sec): 3 clusters
  Score: Raw -2633230.316509 + Penalty 4831.520437 = -2628398.796072
  nChanged 4
		SP:Iteration 64Q (115800.450000 sec): 3 clusters
  Score: Raw -2633230.813838 + Penalty 4831.520437 = -2628399.293401
  nChanged 3
		SP:Iteration 65Q (115800.740000 sec): 3 clusters
  Score: Raw -2633231.256653 + Penalty 4831.520437 = -2628399.736216
  nChanged 5
		SP:Iteration 66Q (115800.990000 sec): 3 clusters
  Score: Raw -2633232.310945 + Penalty 4831.520437 = -2628400.790508
  nChanged 4
		SP:Iteration 67Q (115801.280000 sec): 3 clusters
  Score: Raw -2633232.812360 + Penalty 4831.520437 = -2628401.291923
  nChanged 5
		SP:Iteration 68Q (115801.590000 sec): 3 clusters
  Score: Raw -2633233.832199 + Penalty 4831.520437 = -2628402.311762
  nChanged 7
		SP:Iteration 69Q (115801.850000 sec): 3 clusters
  Score: Raw -2633234.848156 + Penalty 4831.520437 = -2628403.327719
  nChanged 7
		SP:Iteration 70Q (115802.180000 sec): 3 clusters
  Score: Raw -2633235.786727 + Penalty 4831.520437 = -2628404.266290
  nChanged 3
		SP:Iteration 71Q (115802.450000 sec): 3 clusters
  Score: Raw -2633236.359659 + Penalty 4831.520437 = -2628404.839222
  nChanged 5
		SP:Iteration 72Q (115802.700000 sec): 3 clusters
  Score: Raw -2633236.834312 + Penalty 4831.520437 = -2628405.313875
  nChanged 2
		SP:Iteration 73Q (115802.980000 sec): 3 clusters
  Score: Raw -2633237.120287 + Penalty 4831.520437 = -2628405.599850
  nChanged 0
		SP:Iteration 74F (115803.240000 sec): 3 clusters
  Score: Raw -2633237.120287 + Penalty 4831.520437 = -2628405.599850
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 59 (15875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115803.380000 sec): 2 clusters
  Score: Raw -2427776.792111 + Penalty 2398.780204 = -2425378.011907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115803.650000 sec): 3 clusters
  Score: Raw -2418686.268365 + Penalty 4797.560409 = -2413888.707956
  nChanged 6906
		SP:Iteration 1F (115803.900000 sec): 3 clusters
  Score: Raw -2422463.256817 + Penalty 4797.560409 = -2417665.696408
  nChanged 1007
		SP:Iteration 2F (115804.170000 sec): 3 clusters
  Score: Raw -2422905.755446 + Penalty 4797.560409 = -2418108.195038
  nChanged 814
		SP:Iteration 3F (115804.460000 sec): 3 clusters
  Score: Raw -2423262.706724 + Penalty 4797.560409 = -2418465.146316
  nChanged 726
		SP:Iteration 4Q (115804.780000 sec): 3 clusters
  Score: Raw -2423573.285642 + Penalty 4797.560409 = -2418775.725234
  nChanged 638
		SP:Iteration 5Q (115805.070000 sec): 3 clusters
  Score: Raw -2423835.947423 + Penalty 4797.560409 = -2419038.387014
  nChanged 616
		SP:Iteration 6Q (115805.280000 sec): 3 clusters
  Score: Raw -2424071.272834 + Penalty 4797.560409 = -2419273.712426
  nChanged 560
		SP:Iteration 7Q (115805.560000 sec): 3 clusters
  Score: Raw -2424274.186407 + Penalty 4797.560409 = -2419476.625999
  nChanged 493
		SP:Iteration 8Q (115805.880000 sec): 3 clusters
  Score: Raw -2424475.437615 + Penalty 4797.560409 = -2419677.877207
  nChanged 506
		SP:Iteration 9Q (115806.110000 sec): 3 clusters
  Score: Raw -2424664.810032 + Penalty 4797.560409 = -2419867.249624
  nChanged 463
		SP:Iteration 10Q (115806.370000 sec): 3 clusters
  Score: Raw -2424824.376823 + Penalty 4797.560409 = -2420026.816414
  nChanged 425
		SP:Iteration 11Q (115806.630000 sec): 3 clusters
  Score: Raw -2424967.242839 + Penalty 4797.560409 = -2420169.682430
  nChanged 412
		SP:Iteration 12Q (115806.860000 sec): 3 clusters
  Score: Raw -2425101.804957 + Penalty 4797.560409 = -2420304.244548
  nChanged 377
		SP:Iteration 13Q (115807.120000 sec): 3 clusters
  Score: Raw -2425226.476307 + Penalty 4797.560409 = -2420428.915899
  nChanged 378
		SP:Iteration 14Q (115807.410000 sec): 3 clusters
  Score: Raw -2425354.041016 + Penalty 4797.560409 = -2420556.480608
  nChanged 391
		SP:Iteration 15Q (115807.610000 sec): 3 clusters
  Score: Raw -2425493.069734 + Penalty 4797.560409 = -2420695.509325
  nChanged 381
		SP:Iteration 16Q (115807.850000 sec): 3 clusters
  Score: Raw -2425636.614897 + Penalty 4797.560409 = -2420839.054489
  nChanged 409
		SP:Iteration 17Q (115808.080000 sec): 3 clusters
  Score: Raw -2425792.780552 + Penalty 4797.560409 = -2420995.220143
  nChanged 403
		SP:Iteration 18Q (115808.310000 sec): 3 clusters
  Score: Raw -2425945.854756 + Penalty 4797.560409 = -2421148.294347
  nChanged 419
		SP:Iteration 19Q (115808.590000 sec): 3 clusters
  Score: Raw -2426118.819397 + Penalty 4797.560409 = -2421321.258988
  nChanged 429
		SP:Iteration 20F (115808.840000 sec): 3 clusters
  Score: Raw -2426311.638363 + Penalty 4797.560409 = -2421514.077954
  nChanged 445
		SP:Iteration 21Q (115809.100000 sec): 3 clusters
  Score: Raw -2426521.753877 + Penalty 4797.560409 = -2421724.193469
  nChanged 439
		SP:Iteration 22Q (115809.350000 sec): 3 clusters
  Score: Raw -2426743.002432 + Penalty 4797.560409 = -2421945.442023
  nChanged 421
		SP:Iteration 23Q (115809.630000 sec): 3 clusters
  Score: Raw -2426981.102071 + Penalty 4797.560409 = -2422183.541662
  nChanged 417
		SP:Iteration 24Q (115809.920000 sec): 3 clusters
  Score: Raw -2427237.854583 + Penalty 4797.560409 = -2422440.294174
  nChanged 396
		SP:Iteration 25Q (115810.160000 sec): 3 clusters
  Score: Raw -2427493.770609 + Penalty 4797.560409 = -2422696.210200
  nChanged 332
		SP:Iteration 26Q (115810.440000 sec): 3 clusters
  Score: Raw -2427711.485351 + Penalty 4797.560409 = -2422913.924943
  nChanged 301
		SP:Iteration 27Q (115810.630000 sec): 3 clusters
  Score: Raw -2427931.765218 + Penalty 4797.560409 = -2423134.204809
  nChanged 265
		SP:Iteration 28Q (115810.920000 sec): 3 clusters
  Score: Raw -2428116.487454 + Penalty 4797.560409 = -2423318.927046
  nChanged 193
		SP:Iteration 29Q (115811.180000 sec): 3 clusters
  Score: Raw -2428265.182886 + Penalty 4797.560409 = -2423467.622477
  nChanged 144
		SP:Iteration 30Q (115811.440000 sec): 3 clusters
  Score: Raw -2428378.090401 + Penalty 4797.560409 = -2423580.529992
  nChanged 123
		SP:Iteration 31Q (115811.650000 sec): 3 clusters
  Score: Raw -2428483.938218 + Penalty 4797.560409 = -2423686.377809
  nChanged 99
		SP:Iteration 32Q (115811.890000 sec): 3 clusters
  Score: Raw -2428562.341006 + Penalty 4797.560409 = -2423764.780598
  nChanged 60
		SP:Iteration 33Q (115812.040000 sec): 3 clusters
  Score: Raw -2428615.045730 + Penalty 4797.560409 = -2423817.485321
  nChanged 47
		SP:Iteration 34Q (115812.280000 sec): 3 clusters
  Score: Raw -2428653.289942 + Penalty 4797.560409 = -2423855.729534
  nChanged 24
		SP:Iteration 35Q (115812.530000 sec): 3 clusters
  Score: Raw -2428668.890572 + Penalty 4797.560409 = -2423871.330164
  nChanged 15
		SP:Iteration 36Q (115812.740000 sec): 3 clusters
  Score: Raw -2428677.420636 + Penalty 4797.560409 = -2423879.860227
  nChanged 11
		SP:Iteration 37Q (115813.010000 sec): 3 clusters
  Score: Raw -2428683.015590 + Penalty 4797.560409 = -2423885.455181
  nChanged 4
		SP:Iteration 38Q (115813.210000 sec): 3 clusters
  Score: Raw -2428685.602540 + Penalty 4797.560409 = -2423888.042132
  nChanged 3
		SP:Iteration 39Q (115813.410000 sec): 3 clusters
  Score: Raw -2428687.498488 + Penalty 4797.560409 = -2423889.938079
  nChanged 2
		SP:Iteration 40F (115813.660000 sec): 3 clusters
  Score: Raw -2428688.226146 + Penalty 4797.560409 = -2423890.665737
  nChanged 1
		SP:Iteration 41Q (115813.820000 sec): 3 clusters
  Score: Raw -2428688.767439 + Penalty 4797.560409 = -2423891.207031
  nChanged 1
		SP:Iteration 42Q (115813.990000 sec): 3 clusters
  Score: Raw -2428689.292714 + Penalty 4797.560409 = -2423891.732305
  nChanged 1
		SP:Iteration 43Q (115814.210000 sec): 3 clusters
  Score: Raw -2428690.202403 + Penalty 4797.560409 = -2423892.641994
  nChanged 2
		SP:Iteration 44Q (115814.420000 sec): 3 clusters
  Score: Raw -2428692.246073 + Penalty 4797.560409 = -2423894.685665
  nChanged 3
		SP:Iteration 45Q (115814.650000 sec): 3 clusters
  Score: Raw -2428693.733584 + Penalty 4797.560409 = -2423896.173175
  nChanged 3
		SP:Iteration 46Q (115814.850000 sec): 3 clusters
  Score: Raw -2428695.819550 + Penalty 4797.560409 = -2423898.259142
  nChanged 0
		SP:Iteration 47F (115815.100000 sec): 3 clusters
  Score: Raw -2428695.819550 + Penalty 4797.560409 = -2423898.259142
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 60 (96479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115815.760000 sec): 2 clusters
  Score: Raw -15033431.430469 + Penalty 2846.316000 = -15030585.114469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115816.650000 sec): 3 clusters
  Score: Raw -14971904.407214 + Penalty 5692.632001 = -14966211.775213
  nChanged 45675
		SP:Iteration 1F (115817.480000 sec): 3 clusters
  Score: Raw -14997733.938664 + Penalty 5692.632001 = -14992041.306663
  nChanged 3474
		SP:Iteration 2Q (115818.390000 sec): 3 clusters
  Score: Raw -14998731.079296 + Penalty 5692.632001 = -14993038.447295
  nChanged 3708
		SP:Iteration 3Q (115819.270000 sec): 3 clusters
  Score: Raw -14999935.847723 + Penalty 5692.632001 = -14994243.215722
  nChanged 4221
		SP:Iteration 4Q (115820.120000 sec): 3 clusters
  Score: Raw -15001602.887841 + Penalty 5692.632001 = -14995910.255840
  nChanged 4908
		SP:Iteration 5F (115820.930000 sec): 3 clusters
  Score: Raw -15004012.499795 + Penalty 5692.632001 = -14998319.867794
  nChanged 5887
		SP:Iteration 6F (115821.790000 sec): 3 clusters
  Score: Raw -15007677.702812 + Penalty 5692.632001 = -15001985.070811
  nChanged 6974
		SP:Iteration 7F (115822.580000 sec): 3 clusters
  Score: Raw -15012872.141398 + Penalty 5692.632001 = -15007179.509397
  nChanged 7248
		SP:Iteration 8F (115823.440000 sec): 3 clusters
  Score: Raw -15018824.022341 + Penalty 5692.632001 = -15013131.390340
  nChanged 6336
		SP:Iteration 9F (115824.370000 sec): 3 clusters
  Score: Raw -15024168.477696 + Penalty 5692.632001 = -15018475.845695
  nChanged 4954
		SP:Iteration 10F (115825.170000 sec): 3 clusters
  Score: Raw -15028185.551368 + Penalty 5692.632001 = -15022492.919367
  nChanged 3249
		SP:Iteration 11Q (115826.050000 sec): 3 clusters
  Score: Raw -15030650.406333 + Penalty 5692.632001 = -15024957.774333
  nChanged 2074
		SP:Iteration 12Q (115826.810000 sec): 3 clusters
  Score: Raw -15032084.971456 + Penalty 5692.632001 = -15026392.339455
  nChanged 1257
		SP:Iteration 13Q (115827.610000 sec): 3 clusters
  Score: Raw -15032923.313763 + Penalty 5692.632001 = -15027230.681762
  nChanged 757
		SP:Iteration 14Q (115828.360000 sec): 3 clusters
  Score: Raw -15033416.035884 + Penalty 5692.632001 = -15027723.403883
  nChanged 454
		SP:Iteration 15Q (115829.040000 sec): 3 clusters
  Score: Raw -15033687.797670 + Penalty 5692.632001 = -15027995.165669
  nChanged 293
		SP:Iteration 16Q (115829.830000 sec): 3 clusters
  Score: Raw -15033853.260735 + Penalty 5692.632001 = -15028160.628734
  nChanged 215
		SP:Iteration 17Q (115830.680000 sec): 3 clusters
  Score: Raw -15033958.680351 + Penalty 5692.632001 = -15028266.048350
  nChanged 141
		SP:Iteration 18Q (115831.590000 sec): 3 clusters
  Score: Raw -15034030.252462 + Penalty 5692.632001 = -15028337.620461
  nChanged 104
		SP:Iteration 19Q (115832.450000 sec): 3 clusters
  Score: Raw -15034079.783613 + Penalty 5692.632001 = -15028387.151612
  nChanged 88
		SP:Iteration 20F (115833.260000 sec): 3 clusters
  Score: Raw -15034118.776875 + Penalty 5692.632001 = -15028426.144874
  nChanged 62
		SP:Iteration 21Q (115833.960000 sec): 3 clusters
  Score: Raw -15034140.439459 + Penalty 5692.632001 = -15028447.807458
  nChanged 45
		SP:Iteration 22Q (115834.640000 sec): 3 clusters
  Score: Raw -15034156.448353 + Penalty 5692.632001 = -15028463.816352
  nChanged 38
		SP:Iteration 23Q (115835.270000 sec): 3 clusters
  Score: Raw -15034175.483522 + Penalty 5692.632001 = -15028482.851521
  nChanged 34
		SP:Iteration 24Q (115836.050000 sec): 3 clusters
  Score: Raw -15034194.703363 + Penalty 5692.632001 = -15028502.071362
  nChanged 41
		SP:Iteration 25Q (115836.790000 sec): 3 clusters
  Score: Raw -15034214.153211 + Penalty 5692.632001 = -15028521.521210
  nChanged 36
		SP:Iteration 26Q (115837.490000 sec): 3 clusters
  Score: Raw -15034230.145100 + Penalty 5692.632001 = -15028537.513099
  nChanged 40
		SP:Iteration 27Q (115838.140000 sec): 3 clusters
  Score: Raw -15034246.334756 + Penalty 5692.632001 = -15028553.702755
  nChanged 28
		SP:Iteration 28Q (115838.810000 sec): 3 clusters
  Score: Raw -15034257.313630 + Penalty 5692.632001 = -15028564.681629
  nChanged 28
		SP:Iteration 29Q (115839.470000 sec): 3 clusters
  Score: Raw -15034267.507712 + Penalty 5692.632001 = -15028574.875711
  nChanged 16
		SP:Iteration 30Q (115840.210000 sec): 3 clusters
  Score: Raw -15034272.714937 + Penalty 5692.632001 = -15028580.082936
  nChanged 21
		SP:Iteration 31Q (115840.830000 sec): 3 clusters
  Score: Raw -15034279.705956 + Penalty 5692.632001 = -15028587.073955
  nChanged 8
		SP:Iteration 32Q (115841.510000 sec): 3 clusters
  Score: Raw -15034281.865330 + Penalty 5692.632001 = -15028589.233329
  nChanged 7
		SP:Iteration 33Q (115842.190000 sec): 3 clusters
  Score: Raw -15034283.813653 + Penalty 5692.632001 = -15028591.181652
  nChanged 2
		SP:Iteration 34Q (115842.930000 sec): 3 clusters
  Score: Raw -15034284.321899 + Penalty 5692.632001 = -15028591.689898
  nChanged 1
		SP:Iteration 35Q (115843.750000 sec): 3 clusters
  Score: Raw -15034284.502819 + Penalty 5692.632001 = -15028591.870818
  nChanged 1
		SP:Iteration 36Q (115844.540000 sec): 3 clusters
  Score: Raw -15034284.866136 + Penalty 5692.632001 = -15028592.234135
  nChanged 3
		SP:Iteration 37Q (115845.330000 sec): 3 clusters
  Score: Raw -15034285.744426 + Penalty 5692.632001 = -15028593.112425
  nChanged 4
		SP:Iteration 38Q (115846.110000 sec): 3 clusters
  Score: Raw -15034286.906772 + Penalty 5692.632001 = -15028594.274771
  nChanged 5
		SP:Iteration 39Q (115846.940000 sec): 3 clusters
  Score: Raw -15034287.964103 + Penalty 5692.632001 = -15028595.332102
  nChanged 0
		SP:Iteration 40F (115847.750000 sec): 3 clusters
  Score: Raw -15034287.964103 + Penalty 5692.632001 = -15028595.332102
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 61 (5250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115847.860000 sec): 2 clusters
  Score: Raw -817662.316665 + Penalty 2124.363872 = -815537.952792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115848.010000 sec): 3 clusters
  Score: Raw -815179.861824 + Penalty 4248.727744 = -810931.134079
  nChanged 2016
		SP:Iteration 1F (115848.190000 sec): 3 clusters
  Score: Raw -816498.118785 + Penalty 4248.727744 = -812249.391041
  nChanged 536
		SP:Iteration 2F (115848.330000 sec): 3 clusters
  Score: Raw -817080.435156 + Penalty 4248.727744 = -812831.707411
  nChanged 457
		SP:Iteration 3F (115848.550000 sec): 3 clusters
  Score: Raw -817798.511573 + Penalty 4248.727744 = -813549.783829
  nChanged 434
		SP:Iteration 4F (115848.710000 sec): 3 clusters
  Score: Raw -818592.592980 + Penalty 4248.727744 = -814343.865236
  nChanged 377
		SP:Iteration 5F (115848.830000 sec): 3 clusters
  Score: Raw -819026.691001 + Penalty 4248.727744 = -814777.963256
  nChanged 252
		SP:Iteration 6Q (115849.030000 sec): 3 clusters
  Score: Raw -819255.886124 + Penalty 4248.727744 = -815007.158379
  nChanged 165
		SP:Iteration 7Q (115849.230000 sec): 3 clusters
  Score: Raw -819384.271982 + Penalty 4248.727744 = -815135.544238
  nChanged 107
		SP:Iteration 8Q (115849.390000 sec): 3 clusters
  Score: Raw -819460.667263 + Penalty 4248.727744 = -815211.939518
  nChanged 71
		SP:Iteration 9Q (115849.520000 sec): 3 clusters
  Score: Raw -819500.470940 + Penalty 4248.727744 = -815251.743196
  nChanged 46
		SP:Iteration 10Q (115849.670000 sec): 3 clusters
  Score: Raw -819525.427217 + Penalty 4248.727744 = -815276.699473
  nChanged 30
		SP:Iteration 11Q (115849.860000 sec): 3 clusters
  Score: Raw -819545.723669 + Penalty 4248.727744 = -815296.995925
  nChanged 30
		SP:Iteration 12Q (115850.010000 sec): 3 clusters
  Score: Raw -819567.018039 + Penalty 4248.727744 = -815318.290294
  nChanged 20
		SP:Iteration 13Q (115850.180000 sec): 3 clusters
  Score: Raw -819581.563025 + Penalty 4248.727744 = -815332.835281
  nChanged 34
		SP:Iteration 14Q (115850.320000 sec): 3 clusters
  Score: Raw -819601.991150 + Penalty 4248.727744 = -815353.263406
  nChanged 23
		SP:Iteration 15Q (115850.500000 sec): 3 clusters
  Score: Raw -819617.564219 + Penalty 4248.727744 = -815368.836474
  nChanged 23
		SP:Iteration 16Q (115850.720000 sec): 3 clusters
  Score: Raw -819634.876308 + Penalty 4248.727744 = -815386.148564
  nChanged 25
		SP:Iteration 17Q (115850.840000 sec): 3 clusters
  Score: Raw -819651.981876 + Penalty 4248.727744 = -815403.254132
  nChanged 18
		SP:Iteration 18Q (115851.040000 sec): 3 clusters
  Score: Raw -819658.675873 + Penalty 4248.727744 = -815409.948128
  nChanged 11
		SP:Iteration 19Q (115851.280000 sec): 3 clusters
  Score: Raw -819662.717496 + Penalty 4248.727744 = -815413.989752
  nChanged 6
		SP:Iteration 20F (115851.420000 sec): 3 clusters
  Score: Raw -819665.406866 + Penalty 4248.727744 = -815416.679122
  nChanged 8
		SP:Iteration 21Q (115851.600000 sec): 3 clusters
  Score: Raw -819671.129784 + Penalty 4248.727744 = -815422.402039
  nChanged 9
		SP:Iteration 22Q (115851.810000 sec): 3 clusters
  Score: Raw -819675.292562 + Penalty 4248.727744 = -815426.564818
  nChanged 5
		SP:Iteration 23Q (115851.960000 sec): 3 clusters
  Score: Raw -819677.506292 + Penalty 4248.727744 = -815428.778548
  nChanged 2
		SP:Iteration 24Q (115852.120000 sec): 3 clusters
  Score: Raw -819677.893220 + Penalty 4248.727744 = -815429.165476
  nChanged 1
		SP:Iteration 25Q (115852.340000 sec): 3 clusters
  Score: Raw -819677.962916 + Penalty 4248.727744 = -815429.235172
  nChanged 0
		SP:Iteration 26F (115852.480000 sec): 3 clusters
  Score: Raw -819677.962916 + Penalty 4248.727744 = -815429.235172
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 62 (8760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115852.670000 sec): 2 clusters
  Score: Raw -1336503.210996 + Penalty 2251.331894 = -1334251.879102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115852.830000 sec): 3 clusters
  Score: Raw -1331917.139434 + Penalty 4502.663787 = -1327414.475646
  nChanged 3624
		SP:Iteration 1F (115853.010000 sec): 3 clusters
  Score: Raw -1334051.008981 + Penalty 4502.663787 = -1329548.345194
  nChanged 731
		SP:Iteration 2F (115853.250000 sec): 3 clusters
  Score: Raw -1334622.599564 + Penalty 4502.663787 = -1330119.935777
  nChanged 651
		SP:Iteration 3F (115853.450000 sec): 3 clusters
  Score: Raw -1335252.004866 + Penalty 4502.663787 = -1330749.341079
  nChanged 646
		SP:Iteration 4F (115853.610000 sec): 3 clusters
  Score: Raw -1335869.693399 + Penalty 4502.663787 = -1331367.029612
  nChanged 581
		SP:Iteration 5F (115853.780000 sec): 3 clusters
  Score: Raw -1336459.103923 + Penalty 4502.663787 = -1331956.440136
  nChanged 548
		SP:Iteration 6F (115853.980000 sec): 3 clusters
  Score: Raw -1336930.016189 + Penalty 4502.663787 = -1332427.352401
  nChanged 409
		SP:Iteration 7Q (115854.160000 sec): 3 clusters
  Score: Raw -1337207.250239 + Penalty 4502.663787 = -1332704.586452
  nChanged 268
		SP:Iteration 8Q (115854.280000 sec): 3 clusters
  Score: Raw -1337363.461438 + Penalty 4502.663787 = -1332860.797651
  nChanged 194
		SP:Iteration 9Q (115854.420000 sec): 3 clusters
  Score: Raw -1337459.953467 + Penalty 4502.663787 = -1332957.289680
  nChanged 132
		SP:Iteration 10Q (115854.630000 sec): 3 clusters
  Score: Raw -1337521.188207 + Penalty 4502.663787 = -1333018.524420
  nChanged 107
		SP:Iteration 11Q (115854.840000 sec): 3 clusters
  Score: Raw -1337575.604131 + Penalty 4502.663787 = -1333072.940344
  nChanged 101
		SP:Iteration 12Q (115855.100000 sec): 3 clusters
  Score: Raw -1337620.132633 + Penalty 4502.663787 = -1333117.468845
  nChanged 73
		SP:Iteration 13Q (115855.310000 sec): 3 clusters
  Score: Raw -1337646.579391 + Penalty 4502.663787 = -1333143.915603
  nChanged 57
		SP:Iteration 14Q (115855.550000 sec): 3 clusters
  Score: Raw -1337670.038102 + Penalty 4502.663787 = -1333167.374315
  nChanged 62
		SP:Iteration 15Q (115855.720000 sec): 3 clusters
  Score: Raw -1337695.612474 + Penalty 4502.663787 = -1333192.948687
  nChanged 58
		SP:Iteration 16Q (115855.910000 sec): 3 clusters
  Score: Raw -1337721.233127 + Penalty 4502.663787 = -1333218.569339
  nChanged 50
		SP:Iteration 17Q (115856.070000 sec): 3 clusters
  Score: Raw -1337744.629985 + Penalty 4502.663787 = -1333241.966198
  nChanged 40
		SP:Iteration 18Q (115856.280000 sec): 3 clusters
  Score: Raw -1337760.347396 + Penalty 4502.663787 = -1333257.683609
  nChanged 50
		SP:Iteration 19Q (115856.490000 sec): 3 clusters
  Score: Raw -1337777.970960 + Penalty 4502.663787 = -1333275.307173
  nChanged 36
		SP:Iteration 20F (115856.690000 sec): 3 clusters
  Score: Raw -1337789.324750 + Penalty 4502.663787 = -1333286.660963
  nChanged 38
		SP:Iteration 21Q (115856.870000 sec): 3 clusters
  Score: Raw -1337801.534134 + Penalty 4502.663787 = -1333298.870347
  nChanged 36
		SP:Iteration 22Q (115857.060000 sec): 3 clusters
  Score: Raw -1337813.339400 + Penalty 4502.663787 = -1333310.675613
  nChanged 36
		SP:Iteration 23Q (115857.270000 sec): 3 clusters
  Score: Raw -1337828.534160 + Penalty 4502.663787 = -1333325.870373
  nChanged 41
		SP:Iteration 24Q (115857.480000 sec): 3 clusters
  Score: Raw -1337849.364721 + Penalty 4502.663787 = -1333346.700934
  nChanged 50
		SP:Iteration 25Q (115857.680000 sec): 3 clusters
  Score: Raw -1337876.235458 + Penalty 4502.663787 = -1333373.571670
  nChanged 56
		SP:Iteration 26Q (115857.880000 sec): 3 clusters
  Score: Raw -1337910.846419 + Penalty 4502.663787 = -1333408.182631
  nChanged 76
		SP:Iteration 27Q (115858.080000 sec): 3 clusters
  Score: Raw -1337962.762195 + Penalty 4502.663787 = -1333460.098408
  nChanged 76
		SP:Iteration 28Q (115858.290000 sec): 3 clusters
  Score: Raw -1338031.204693 + Penalty 4502.663787 = -1333528.540906
  nChanged 108
		SP:Iteration 29Q (115858.490000 sec): 3 clusters
  Score: Raw -1338127.582932 + Penalty 4502.663787 = -1333624.919145
  nChanged 86
		SP:Iteration 30Q (115858.700000 sec): 3 clusters
  Score: Raw -1338205.817199 + Penalty 4502.663787 = -1333703.153412
  nChanged 81
		SP:Iteration 31Q (115858.940000 sec): 3 clusters
  Score: Raw -1338274.308264 + Penalty 4502.663787 = -1333771.644477
  nChanged 98
		SP:Iteration 32Q (115859.130000 sec): 3 clusters
  Score: Raw -1338352.953340 + Penalty 4502.663787 = -1333850.289553
  nChanged 88
		SP:Iteration 33Q (115859.320000 sec): 3 clusters
  Score: Raw -1338424.046058 + Penalty 4502.663787 = -1333921.382271
  nChanged 78
		SP:Iteration 34Q (115859.530000 sec): 3 clusters
  Score: Raw -1338480.397535 + Penalty 4502.663787 = -1333977.733748
  nChanged 64
		SP:Iteration 35Q (115859.730000 sec): 3 clusters
  Score: Raw -1338524.570209 + Penalty 4502.663787 = -1334021.906422
  nChanged 46
		SP:Iteration 36Q (115859.960000 sec): 3 clusters
  Score: Raw -1338558.561363 + Penalty 4502.663787 = -1334055.897575
  nChanged 34
		SP:Iteration 37Q (115860.140000 sec): 3 clusters
  Score: Raw -1338604.640907 + Penalty 4502.663787 = -1334101.977120
  nChanged 36
		SP:Iteration 38Q (115860.400000 sec): 3 clusters
  Score: Raw -1338649.172777 + Penalty 4502.663787 = -1334146.508989
  nChanged 44
		SP:Iteration 39Q (115860.540000 sec): 3 clusters
  Score: Raw -1338680.712094 + Penalty 4502.663787 = -1334178.048307
  nChanged 41
		SP:Iteration 40F (115860.720000 sec): 3 clusters
  Score: Raw -1338727.035813 + Penalty 4502.663787 = -1334224.372026
  nChanged 51
		SP:Iteration 41Q (115860.930000 sec): 3 clusters
  Score: Raw -1338761.294963 + Penalty 4502.663787 = -1334258.631176
  nChanged 58
		SP:Iteration 42Q (115861.110000 sec): 3 clusters
  Score: Raw -1338785.399349 + Penalty 4502.663787 = -1334282.735561
  nChanged 45
		SP:Iteration 43Q (115861.300000 sec): 3 clusters
  Score: Raw -1338799.076505 + Penalty 4502.663787 = -1334296.412717
  nChanged 30
		SP:Iteration 44Q (115861.540000 sec): 3 clusters
  Score: Raw -1338805.210589 + Penalty 4502.663787 = -1334302.546802
  nChanged 14
		SP:Iteration 45Q (115861.730000 sec): 3 clusters
  Score: Raw -1338808.193661 + Penalty 4502.663787 = -1334305.529874
  nChanged 11
		SP:Iteration 46Q (115861.910000 sec): 3 clusters
  Score: Raw -1338810.812003 + Penalty 4502.663787 = -1334308.148215
  nChanged 8
		SP:Iteration 47Q (115862.140000 sec): 3 clusters
  Score: Raw -1338812.055270 + Penalty 4502.663787 = -1334309.391483
  nChanged 5
		SP:Iteration 48Q (115862.350000 sec): 3 clusters
  Score: Raw -1338812.739117 + Penalty 4502.663787 = -1334310.075329
  nChanged 7
		SP:Iteration 49Q (115862.500000 sec): 3 clusters
  Score: Raw -1338814.988672 + Penalty 4502.663787 = -1334312.324885
  nChanged 7
		SP:Iteration 50Q (115862.700000 sec): 3 clusters
  Score: Raw -1338816.410926 + Penalty 4502.663787 = -1334313.747139
  nChanged 6
		SP:Iteration 51Q (115862.920000 sec): 3 clusters
  Score: Raw -1338817.284683 + Penalty 4502.663787 = -1334314.620895
  nChanged 5
		SP:Iteration 52Q (115863.160000 sec): 3 clusters
  Score: Raw -1338818.119834 + Penalty 4502.663787 = -1334315.456047
  nChanged 2
		SP:Iteration 53Q (115863.340000 sec): 3 clusters
  Score: Raw -1338818.358961 + Penalty 4502.663787 = -1334315.695174
  nChanged 1
		SP:Iteration 54Q (115863.530000 sec): 3 clusters
  Score: Raw -1338818.527521 + Penalty 4502.663787 = -1334315.863734
  nChanged 1
		SP:Iteration 55Q (115863.790000 sec): 3 clusters
  Score: Raw -1338818.600743 + Penalty 4502.663787 = -1334315.936955
  nChanged 0
		SP:Iteration 56F (115863.960000 sec): 3 clusters
  Score: Raw -1338818.600743 + Penalty 4502.663787 = -1334315.936955
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 63 (84451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115864.530000 sec): 2 clusters
  Score: Raw -13835167.603470 + Penalty 2813.293837 = -13832354.309633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115865.400000 sec): 3 clusters
  Score: Raw -13781340.826507 + Penalty 5626.587675 = -13775714.238832
  nChanged 39858
		SP:Iteration 1F (115866.210000 sec): 3 clusters
  Score: Raw -13803763.740924 + Penalty 5626.587675 = -13798137.153249
  nChanged 2898
		SP:Iteration 2Q (115867.090000 sec): 3 clusters
  Score: Raw -13804566.792681 + Penalty 5626.587675 = -13798940.205007
  nChanged 3103
		SP:Iteration 3Q (115867.960000 sec): 3 clusters
  Score: Raw -13805595.328136 + Penalty 5626.587675 = -13799968.740461
  nChanged 3404
		SP:Iteration 4Q (115868.880000 sec): 3 clusters
  Score: Raw -13806950.695126 + Penalty 5626.587675 = -13801324.107451
  nChanged 3725
		SP:Iteration 5Q (115869.670000 sec): 3 clusters
  Score: Raw -13808745.556720 + Penalty 5626.587675 = -13803118.969045
  nChanged 4192
		SP:Iteration 6Q (115870.460000 sec): 3 clusters
  Score: Raw -13810994.831524 + Penalty 5626.587675 = -13805368.243850
  nChanged 4564
		SP:Iteration 7F (115871.180000 sec): 3 clusters
  Score: Raw -13813723.403148 + Penalty 5626.587675 = -13808096.815473
  nChanged 4729
		SP:Iteration 8F (115871.940000 sec): 3 clusters
  Score: Raw -13816696.055595 + Penalty 5626.587675 = -13811069.467920
  nChanged 4728
		SP:Iteration 9F (115872.760000 sec): 3 clusters
  Score: Raw -13819677.873364 + Penalty 5626.587675 = -13814051.285690
  nChanged 4206
		SP:Iteration 10Q (115873.550000 sec): 3 clusters
  Score: Raw -13822415.790355 + Penalty 5626.587675 = -13816789.202680
  nChanged 3721
		SP:Iteration 11Q (115874.320000 sec): 3 clusters
  Score: Raw -13824864.747288 + Penalty 5626.587675 = -13819238.159613
  nChanged 3069
		SP:Iteration 12Q (115875.150000 sec): 3 clusters
  Score: Raw -13826632.976053 + Penalty 5626.587675 = -13821006.388378
  nChanged 2427
		SP:Iteration 13Q (115875.870000 sec): 3 clusters
  Score: Raw -13827865.537108 + Penalty 5626.587675 = -13822238.949434
  nChanged 1934
		SP:Iteration 14Q (115876.600000 sec): 3 clusters
  Score: Raw -13828798.996507 + Penalty 5626.587675 = -13823172.408832
  nChanged 1712
		SP:Iteration 15Q (115877.360000 sec): 3 clusters
  Score: Raw -13829675.563897 + Penalty 5626.587675 = -13824048.976222
  nChanged 1635
		SP:Iteration 16Q (115878.140000 sec): 3 clusters
  Score: Raw -13830548.999156 + Penalty 5626.587675 = -13824922.411482
  nChanged 1545
		SP:Iteration 17Q (115878.860000 sec): 3 clusters
  Score: Raw -13831428.276073 + Penalty 5626.587675 = -13825801.688399
  nChanged 1525
		SP:Iteration 18Q (115879.540000 sec): 3 clusters
  Score: Raw -13832356.298112 + Penalty 5626.587675 = -13826729.710437
  nChanged 1314
		SP:Iteration 19Q (115880.190000 sec): 3 clusters
  Score: Raw -13833186.285110 + Penalty 5626.587675 = -13827559.697435
  nChanged 1150
		SP:Iteration 20F (115880.930000 sec): 3 clusters
  Score: Raw -13833993.682581 + Penalty 5626.587675 = -13828367.094907
  nChanged 1006
		SP:Iteration 21Q (115881.620000 sec): 3 clusters
  Score: Raw -13834722.011810 + Penalty 5626.587675 = -13829095.424135
  nChanged 829
		SP:Iteration 22Q (115882.330000 sec): 3 clusters
  Score: Raw -13835321.461897 + Penalty 5626.587675 = -13829694.874222
  nChanged 632
		SP:Iteration 23Q (115883.030000 sec): 3 clusters
  Score: Raw -13835749.816396 + Penalty 5626.587675 = -13830123.228722
  nChanged 455
		SP:Iteration 24Q (115883.680000 sec): 3 clusters
  Score: Raw -13836050.442191 + Penalty 5626.587675 = -13830423.854516
  nChanged 350
		SP:Iteration 25Q (115884.390000 sec): 3 clusters
  Score: Raw -13836264.393085 + Penalty 5626.587675 = -13830637.805411
  nChanged 281
		SP:Iteration 26Q (115885.150000 sec): 3 clusters
  Score: Raw -13836415.908126 + Penalty 5626.587675 = -13830789.320451
  nChanged 245
		SP:Iteration 27Q (115885.830000 sec): 3 clusters
  Score: Raw -13836523.145086 + Penalty 5626.587675 = -13830896.557412
  nChanged 147
		SP:Iteration 28Q (115886.550000 sec): 3 clusters
  Score: Raw -13836568.775852 + Penalty 5626.587675 = -13830942.188177
  nChanged 104
		SP:Iteration 29Q (115887.250000 sec): 3 clusters
  Score: Raw -13836595.729779 + Penalty 5626.587675 = -13830969.142105
  nChanged 84
		SP:Iteration 30Q (115887.970000 sec): 3 clusters
  Score: Raw -13836617.693767 + Penalty 5626.587675 = -13830991.106092
  nChanged 69
		SP:Iteration 31Q (115888.620000 sec): 3 clusters
  Score: Raw -13836635.534927 + Penalty 5626.587675 = -13831008.947252
  nChanged 51
		SP:Iteration 32Q (115889.300000 sec): 3 clusters
  Score: Raw -13836648.736556 + Penalty 5626.587675 = -13831022.148881
  nChanged 47
		SP:Iteration 33Q (115889.960000 sec): 3 clusters
  Score: Raw -13836659.746449 + Penalty 5626.587675 = -13831033.158774
  nChanged 31
		SP:Iteration 34Q (115890.630000 sec): 3 clusters
  Score: Raw -13836665.836881 + Penalty 5626.587675 = -13831039.249206
  nChanged 28
		SP:Iteration 35Q (115891.350000 sec): 3 clusters
  Score: Raw -13836671.301951 + Penalty 5626.587675 = -13831044.714276
  nChanged 20
		SP:Iteration 36Q (115892.060000 sec): 3 clusters
  Score: Raw -13836675.922614 + Penalty 5626.587675 = -13831049.334939
  nChanged 22
		SP:Iteration 37Q (115892.710000 sec): 3 clusters
  Score: Raw -13836679.920314 + Penalty 5626.587675 = -13831053.332640
  nChanged 15
		SP:Iteration 38Q (115893.290000 sec): 3 clusters
  Score: Raw -13836682.516630 + Penalty 5626.587675 = -13831055.928956
  nChanged 10
		SP:Iteration 39Q (115894.030000 sec): 3 clusters
  Score: Raw -13836684.070703 + Penalty 5626.587675 = -13831057.483028
  nChanged 12
		SP:Iteration 40F (115894.740000 sec): 3 clusters
  Score: Raw -13836685.859958 + Penalty 5626.587675 = -13831059.272283
  nChanged 13
		SP:Iteration 41Q (115895.420000 sec): 3 clusters
  Score: Raw -13836687.963815 + Penalty 5626.587675 = -13831061.376140
  nChanged 10
		SP:Iteration 42Q (115896.160000 sec): 3 clusters
  Score: Raw -13836689.528816 + Penalty 5626.587675 = -13831062.941141
  nChanged 6
		SP:Iteration 43Q (115896.980000 sec): 3 clusters
  Score: Raw -13836690.707858 + Penalty 5626.587675 = -13831064.120183
  nChanged 6
		SP:Iteration 44Q (115897.620000 sec): 3 clusters
  Score: Raw -13836692.104473 + Penalty 5626.587675 = -13831065.516798
  nChanged 8
		SP:Iteration 45Q (115898.300000 sec): 3 clusters
  Score: Raw -13836693.447555 + Penalty 5626.587675 = -13831066.859880
  nChanged 4
		SP:Iteration 46Q (115898.940000 sec): 3 clusters
  Score: Raw -13836694.051175 + Penalty 5626.587675 = -13831067.463500
  nChanged 4
		SP:Iteration 47Q (115899.590000 sec): 3 clusters
  Score: Raw -13836694.959980 + Penalty 5626.587675 = -13831068.372306
  nChanged 2
		SP:Iteration 48Q (115900.260000 sec): 3 clusters
  Score: Raw -13836695.172994 + Penalty 5626.587675 = -13831068.585320
  nChanged 2
		SP:Iteration 49Q (115900.960000 sec): 3 clusters
  Score: Raw -13836695.340295 + Penalty 5626.587675 = -13831068.752620
  nChanged 1
		SP:Iteration 50Q (115901.650000 sec): 3 clusters
  Score: Raw -13836695.499921 + Penalty 5626.587675 = -13831068.912246
  nChanged 1
		SP:Iteration 51Q (115902.350000 sec): 3 clusters
  Score: Raw -13836695.602672 + Penalty 5626.587675 = -13831069.014997
  nChanged 1
		SP:Iteration 52Q (115903.140000 sec): 3 clusters
  Score: Raw -13836695.730854 + Penalty 5626.587675 = -13831069.143180
  nChanged 0
		SP:Iteration 53F (115903.960000 sec): 3 clusters
  Score: Raw -13836695.730854 + Penalty 5626.587675 = -13831069.143180
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 64 (6431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115904.070000 sec): 2 clusters
  Score: Raw -938832.318569 + Penalty 2174.683561 = -936657.635008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115904.260000 sec): 3 clusters
  Score: Raw -935591.795136 + Penalty 4349.367122 = -931242.428014
  nChanged 2617
		SP:Iteration 1F (115904.470000 sec): 3 clusters
  Score: Raw -937291.815347 + Penalty 4349.367122 = -932942.448225
  nChanged 546
		SP:Iteration 2F (115904.640000 sec): 3 clusters
  Score: Raw -937720.664121 + Penalty 4349.367122 = -933371.297000
  nChanged 419
		SP:Iteration 3F (115904.830000 sec): 3 clusters
  Score: Raw -938024.066649 + Penalty 4349.367122 = -933674.699527
  nChanged 340
		SP:Iteration 4F (115905.020000 sec): 3 clusters
  Score: Raw -938294.985650 + Penalty 4349.367122 = -933945.618528
  nChanged 340
		SP:Iteration 5F (115905.200000 sec): 3 clusters
  Score: Raw -938591.638965 + Penalty 4349.367122 = -934242.271843
  nChanged 317
		SP:Iteration 6Q (115905.390000 sec): 3 clusters
  Score: Raw -938850.365090 + Penalty 4349.367122 = -934500.997968
  nChanged 296
		SP:Iteration 7Q (115905.550000 sec): 3 clusters
  Score: Raw -939128.352106 + Penalty 4349.367122 = -934778.984984
  nChanged 290
		SP:Iteration 8Q (115905.730000 sec): 3 clusters
  Score: Raw -939389.920418 + Penalty 4349.367122 = -935040.553296
  nChanged 265
		SP:Iteration 9Q (115905.930000 sec): 3 clusters
  Score: Raw -939606.836022 + Penalty 4349.367122 = -935257.468900
  nChanged 210
		SP:Iteration 10Q (115906.070000 sec): 3 clusters
  Score: Raw -939758.118780 + Penalty 4349.367122 = -935408.751658
  nChanged 178
		SP:Iteration 11Q (115906.280000 sec): 3 clusters
  Score: Raw -939872.075277 + Penalty 4349.367122 = -935522.708155
  nChanged 121
		SP:Iteration 12Q (115906.470000 sec): 3 clusters
  Score: Raw -939927.736714 + Penalty 4349.367122 = -935578.369592
  nChanged 86
		SP:Iteration 13Q (115906.650000 sec): 3 clusters
  Score: Raw -939963.402104 + Penalty 4349.367122 = -935614.034982
  nChanged 63
		SP:Iteration 14Q (115906.840000 sec): 3 clusters
  Score: Raw -939985.937507 + Penalty 4349.367122 = -935636.570385
  nChanged 48
		SP:Iteration 15Q (115907.030000 sec): 3 clusters
  Score: Raw -940000.844908 + Penalty 4349.367122 = -935651.477787
  nChanged 34
		SP:Iteration 16Q (115907.250000 sec): 3 clusters
  Score: Raw -940011.255399 + Penalty 4349.367122 = -935661.888278
  nChanged 23
		SP:Iteration 17Q (115907.410000 sec): 3 clusters
  Score: Raw -940016.421466 + Penalty 4349.367122 = -935667.054344
  nChanged 12
		SP:Iteration 18Q (115907.610000 sec): 3 clusters
  Score: Raw -940021.381872 + Penalty 4349.367122 = -935672.014750
  nChanged 14
		SP:Iteration 19Q (115907.790000 sec): 3 clusters
  Score: Raw -940025.516290 + Penalty 4349.367122 = -935676.149168
  nChanged 14
		SP:Iteration 20F (115907.990000 sec): 3 clusters
  Score: Raw -940028.602802 + Penalty 4349.367122 = -935679.235680
  nChanged 10
		SP:Iteration 21Q (115908.170000 sec): 3 clusters
  Score: Raw -940031.524863 + Penalty 4349.367122 = -935682.157741
  nChanged 12
		SP:Iteration 22Q (115908.360000 sec): 3 clusters
  Score: Raw -940034.111985 + Penalty 4349.367122 = -935684.744863
  nChanged 7
		SP:Iteration 23Q (115908.520000 sec): 3 clusters
  Score: Raw -940035.544415 + Penalty 4349.367122 = -935686.177294
  nChanged 4
		SP:Iteration 24Q (115908.720000 sec): 3 clusters
  Score: Raw -940038.134203 + Penalty 4349.367122 = -935688.767082
  nChanged 7
		SP:Iteration 25Q (115908.900000 sec): 3 clusters
  Score: Raw -940040.103974 + Penalty 4349.367122 = -935690.736853
  nChanged 10
		SP:Iteration 26Q (115909.100000 sec): 3 clusters
  Score: Raw -940042.206560 + Penalty 4349.367122 = -935692.839438
  nChanged 8
		SP:Iteration 27Q (115909.330000 sec): 3 clusters
  Score: Raw -940043.932009 + Penalty 4349.367122 = -935694.564888
  nChanged 8
		SP:Iteration 28Q (115909.510000 sec): 3 clusters
  Score: Raw -940047.175044 + Penalty 4349.367122 = -935697.807922
  nChanged 9
		SP:Iteration 29Q (115909.690000 sec): 3 clusters
  Score: Raw -940050.538730 + Penalty 4349.367122 = -935701.171608
  nChanged 12
		SP:Iteration 30Q (115909.880000 sec): 3 clusters
  Score: Raw -940055.117700 + Penalty 4349.367122 = -935705.750578
  nChanged 12
		SP:Iteration 31Q (115910.050000 sec): 3 clusters
  Score: Raw -940058.736975 + Penalty 4349.367122 = -935709.369854
  nChanged 10
		SP:Iteration 32Q (115910.210000 sec): 3 clusters
  Score: Raw -940062.462306 + Penalty 4349.367122 = -935713.095184
  nChanged 11
		SP:Iteration 33Q (115910.370000 sec): 3 clusters
  Score: Raw -940065.517994 + Penalty 4349.367122 = -935716.150872
  nChanged 11
		SP:Iteration 34Q (115910.550000 sec): 3 clusters
  Score: Raw -940068.133170 + Penalty 4349.367122 = -935718.766048
  nChanged 5
		SP:Iteration 35Q (115910.720000 sec): 3 clusters
  Score: Raw -940069.286039 + Penalty 4349.367122 = -935719.918917
  nChanged 6
		SP:Iteration 36Q (115910.900000 sec): 3 clusters
  Score: Raw -940070.646369 + Penalty 4349.367122 = -935721.279248
  nChanged 2
		SP:Iteration 37Q (115911.090000 sec): 3 clusters
  Score: Raw -940070.961007 + Penalty 4349.367122 = -935721.593886
  nChanged 2
		SP:Iteration 38Q (115911.270000 sec): 3 clusters
  Score: Raw -940071.403293 + Penalty 4349.367122 = -935722.036172
  nChanged 2
		SP:Iteration 39Q (115911.550000 sec): 3 clusters
  Score: Raw -940071.840697 + Penalty 4349.367122 = -935722.473576
  nChanged 3
		SP:Iteration 40F (115911.680000 sec): 3 clusters
  Score: Raw -940072.452005 + Penalty 4349.367122 = -935723.084883
  nChanged 1
		SP:Iteration 41Q (115911.890000 sec): 3 clusters
  Score: Raw -940072.641327 + Penalty 4349.367122 = -935723.274205
  nChanged 2
		SP:Iteration 42Q (115912.040000 sec): 3 clusters
  Score: Raw -940072.927188 + Penalty 4349.367122 = -935723.560066
  nChanged 3
		SP:Iteration 43Q (115912.230000 sec): 3 clusters
  Score: Raw -940073.558414 + Penalty 4349.367122 = -935724.191292
  nChanged 3
		SP:Iteration 44Q (115912.490000 sec): 3 clusters
  Score: Raw -940074.661630 + Penalty 4349.367122 = -935725.294508
  nChanged 3
		SP:Iteration 45Q (115912.690000 sec): 3 clusters
  Score: Raw -940075.220396 + Penalty 4349.367122 = -935725.853275
  nChanged 1
		SP:Iteration 46Q (115912.820000 sec): 3 clusters
  Score: Raw -940075.447443 + Penalty 4349.367122 = -935726.080321
  nChanged 1
		SP:Iteration 47Q (115913.000000 sec): 3 clusters
  Score: Raw -940075.863864 + Penalty 4349.367122 = -935726.496742
  nChanged 1
		SP:Iteration 48Q (115913.180000 sec): 3 clusters
  Score: Raw -940076.129574 + Penalty 4349.367122 = -935726.762452
  nChanged 3
		SP:Iteration 49Q (115913.400000 sec): 3 clusters
  Score: Raw -940077.198212 + Penalty 4349.367122 = -935727.831090
  nChanged 3
		SP:Iteration 50Q (115913.560000 sec): 3 clusters
  Score: Raw -940077.576136 + Penalty 4349.367122 = -935728.209015
  nChanged 4
		SP:Iteration 51Q (115913.740000 sec): 3 clusters
  Score: Raw -940079.924258 + Penalty 4349.367122 = -935730.557136
  nChanged 5
		SP:Iteration 52Q (115913.920000 sec): 3 clusters
  Score: Raw -940080.907509 + Penalty 4349.367122 = -935731.540387
  nChanged 4
		SP:Iteration 53Q (115914.130000 sec): 3 clusters
  Score: Raw -940081.407471 + Penalty 4349.367122 = -935732.040349
  nChanged 3
		SP:Iteration 54Q (115914.320000 sec): 3 clusters
  Score: Raw -940082.187351 + Penalty 4349.367122 = -935732.820229
  nChanged 1
		SP:Iteration 55Q (115914.510000 sec): 3 clusters
  Score: Raw -940082.381409 + Penalty 4349.367122 = -935733.014288
  nChanged 0
		SP:Iteration 56F (115914.670000 sec): 3 clusters
  Score: Raw -940082.381409 + Penalty 4349.367122 = -935733.014288
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 65 (9109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115914.820000 sec): 2 clusters
  Score: Raw -1447853.616298 + Penalty 2261.020517 = -1445592.595781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115914.970000 sec): 3 clusters
  Score: Raw -1443079.856057 + Penalty 4522.041035 = -1438557.815023
  nChanged 3735
		SP:Iteration 1F (115915.160000 sec): 3 clusters
  Score: Raw -1445106.208351 + Penalty 4522.041035 = -1440584.167316
  nChanged 678
		SP:Iteration 2F (115915.370000 sec): 3 clusters
  Score: Raw -1445580.773146 + Penalty 4522.041035 = -1441058.732112
  nChanged 683
		SP:Iteration 3F (115915.590000 sec): 3 clusters
  Score: Raw -1446163.163358 + Penalty 4522.041035 = -1441641.122324
  nChanged 710
		SP:Iteration 4F (115915.750000 sec): 3 clusters
  Score: Raw -1446886.065293 + Penalty 4522.041035 = -1442364.024259
  nChanged 734
		SP:Iteration 5F (115916.020000 sec): 3 clusters
  Score: Raw -1447669.969947 + Penalty 4522.041035 = -1443147.928913
  nChanged 633
		SP:Iteration 6F (115916.250000 sec): 3 clusters
  Score: Raw -1448268.326848 + Penalty 4522.041035 = -1443746.285813
  nChanged 478
		SP:Iteration 7F (115916.430000 sec): 3 clusters
  Score: Raw -1448596.649837 + Penalty 4522.041035 = -1444074.608803
  nChanged 300
		SP:Iteration 8Q (115916.630000 sec): 3 clusters
  Score: Raw -1448754.426305 + Penalty 4522.041035 = -1444232.385270
  nChanged 219
		SP:Iteration 9Q (115916.830000 sec): 3 clusters
  Score: Raw -1448859.751760 + Penalty 4522.041035 = -1444337.710725
  nChanged 143
		SP:Iteration 10Q (115917.070000 sec): 3 clusters
  Score: Raw -1448914.324446 + Penalty 4522.041035 = -1444392.283411
  nChanged 93
		SP:Iteration 11Q (115917.220000 sec): 3 clusters
  Score: Raw -1448941.870977 + Penalty 4522.041035 = -1444419.829943
  nChanged 73
		SP:Iteration 12Q (115917.400000 sec): 3 clusters
  Score: Raw -1448961.920887 + Penalty 4522.041035 = -1444439.879852
  nChanged 61
		SP:Iteration 13Q (115917.700000 sec): 3 clusters
  Score: Raw -1448976.386006 + Penalty 4522.041035 = -1444454.344971
  nChanged 52
		SP:Iteration 14Q (115917.850000 sec): 3 clusters
  Score: Raw -1448988.905007 + Penalty 4522.041035 = -1444466.863973
  nChanged 45
		SP:Iteration 15Q (115918.050000 sec): 3 clusters
  Score: Raw -1448998.500262 + Penalty 4522.041035 = -1444476.459228
  nChanged 40
		SP:Iteration 16Q (115918.260000 sec): 3 clusters
  Score: Raw -1449006.440357 + Penalty 4522.041035 = -1444484.399322
  nChanged 30
		SP:Iteration 17Q (115918.470000 sec): 3 clusters
  Score: Raw -1449012.958961 + Penalty 4522.041035 = -1444490.917927
  nChanged 24
		SP:Iteration 18Q (115918.670000 sec): 3 clusters
  Score: Raw -1449017.786160 + Penalty 4522.041035 = -1444495.745126
  nChanged 19
		SP:Iteration 19Q (115918.870000 sec): 3 clusters
  Score: Raw -1449021.086830 + Penalty 4522.041035 = -1444499.045796
  nChanged 21
		SP:Iteration 20F (115919.160000 sec): 3 clusters
  Score: Raw -1449024.571111 + Penalty 4522.041035 = -1444502.530077
  nChanged 20
		SP:Iteration 21Q (115919.340000 sec): 3 clusters
  Score: Raw -1449027.735317 + Penalty 4522.041035 = -1444505.694282
  nChanged 14
		SP:Iteration 22Q (115919.530000 sec): 3 clusters
  Score: Raw -1449030.262099 + Penalty 4522.041035 = -1444508.221064
  nChanged 13
		SP:Iteration 23Q (115919.720000 sec): 3 clusters
  Score: Raw -1449032.228375 + Penalty 4522.041035 = -1444510.187340
  nChanged 11
		SP:Iteration 24Q (115919.940000 sec): 3 clusters
  Score: Raw -1449033.595031 + Penalty 4522.041035 = -1444511.553996
  nChanged 12
		SP:Iteration 25Q (115920.130000 sec): 3 clusters
  Score: Raw -1449035.405209 + Penalty 4522.041035 = -1444513.364175
  nChanged 12
		SP:Iteration 26Q (115920.320000 sec): 3 clusters
  Score: Raw -1449037.247178 + Penalty 4522.041035 = -1444515.206144
  nChanged 15
		SP:Iteration 27Q (115920.520000 sec): 3 clusters
  Score: Raw -1449039.079704 + Penalty 4522.041035 = -1444517.038670
  nChanged 12
		SP:Iteration 28Q (115920.740000 sec): 3 clusters
  Score: Raw -1449040.577727 + Penalty 4522.041035 = -1444518.536693
  nChanged 9
		SP:Iteration 29Q (115920.990000 sec): 3 clusters
  Score: Raw -1449042.413474 + Penalty 4522.041035 = -1444520.372440
  nChanged 10
		SP:Iteration 30Q (115921.190000 sec): 3 clusters
  Score: Raw -1449043.735092 + Penalty 4522.041035 = -1444521.694057
  nChanged 6
		SP:Iteration 31Q (115921.410000 sec): 3 clusters
  Score: Raw -1449044.979818 + Penalty 4522.041035 = -1444522.938784
  nChanged 6
		SP:Iteration 32Q (115921.570000 sec): 3 clusters
  Score: Raw -1449046.150086 + Penalty 4522.041035 = -1444524.109051
  nChanged 3
		SP:Iteration 33Q (115921.730000 sec): 3 clusters
  Score: Raw -1449046.778148 + Penalty 4522.041035 = -1444524.737114
  nChanged 3
		SP:Iteration 34Q (115921.940000 sec): 3 clusters
  Score: Raw -1449047.279493 + Penalty 4522.041035 = -1444525.238458
  nChanged 2
		SP:Iteration 35Q (115922.150000 sec): 3 clusters
  Score: Raw -1449047.506264 + Penalty 4522.041035 = -1444525.465229
  nChanged 2
		SP:Iteration 36Q (115922.340000 sec): 3 clusters
  Score: Raw -1449047.819438 + Penalty 4522.041035 = -1444525.778403
  nChanged 3
		SP:Iteration 37Q (115922.590000 sec): 3 clusters
  Score: Raw -1449048.458282 + Penalty 4522.041035 = -1444526.417247
  nChanged 1
		SP:Iteration 38Q (115922.790000 sec): 3 clusters
  Score: Raw -1449048.515022 + Penalty 4522.041035 = -1444526.473988
  nChanged 1
		SP:Iteration 39Q (115923.030000 sec): 3 clusters
  Score: Raw -1449048.853926 + Penalty 4522.041035 = -1444526.812892
  nChanged 0
		SP:Iteration 40F (115923.220000 sec): 3 clusters
  Score: Raw -1449048.853926 + Penalty 4522.041035 = -1444526.812892
  nChanged 0
Iteration 99Q (116193.600000 sec): 78 clusters
  Score: Raw -289181395.210926 + Penalty 275799.697600 = -288905595.513325
  nChanged 13089
Iteration 100F (116610.210000 sec): 78 clusters
  Score: Raw -289189016.547890 + Penalty 275799.697600 = -288913216.850290
  nChanged 12744
Iteration 101Q (116859.870000 sec): 78 clusters
  Score: Raw -289192800.616936 + Penalty 275799.697600 = -288917000.919336
  nChanged 8949
Iteration 102Q (117172.350000 sec): 78 clusters
  Score: Raw -289195105.496729 + Penalty 275799.697600 = -288919305.799128
  nChanged 7757
Iteration 103Q (117478.700000 sec): 78 clusters
  Score: Raw -289196842.822524 + Penalty 275799.697600 = -288921043.124924
  nChanged 6930
Iteration 104Q (117782.790000 sec): 78 clusters
  Score: Raw -289198228.003202 + Penalty 275799.697600 = -288922428.305602
  nChanged 6395
Iteration 105Q (117997.800000 sec): 78 clusters
  Score: Raw -289199340.317421 + Penalty 275799.697600 = -288923540.619821
  nChanged 5920
Iteration 106Q (118216.330000 sec): 78 clusters
  Score: Raw -289200236.593549 + Penalty 275799.697600 = -288924436.895949
  nChanged 5413
Iteration 107Q (118426.700000 sec): 78 clusters
  Score: Raw -289200956.432382 + Penalty 275799.697600 = -288925156.734782
  nChanged 5073
Iteration 108Q (118658.090000 sec): 78 clusters
  Score: Raw -289201571.248150 + Penalty 275799.697600 = -288925771.550550
  nChanged 4760
Iteration 109Q (118893.210000 sec): 78 clusters
  Score: Raw -289202098.554485 + Penalty 275799.697600 = -288926298.856885
  nChanged 4519
Iteration 110Q (119133.160000 sec): 78 clusters
  Score: Raw -289202561.319491 + Penalty 275799.697600 = -288926761.621891
  nChanged 4286
Iteration 111Q (119361.010000 sec): 78 clusters
  Score: Raw -289202989.635829 + Penalty 275799.697600 = -288927189.938229
  nChanged 3979
Iteration 112Q (119613.690000 sec): 78 clusters
  Score: Raw -289203377.417999 + Penalty 275799.697600 = -288927577.720399
  nChanged 3840
Iteration 113Q (119873.610000 sec): 78 clusters
  Score: Raw -289203758.419580 + Penalty 275799.697600 = -288927958.721979
  nChanged 3775
Iteration 114Q (120134.610000 sec): 78 clusters
  Score: Raw -289204156.588020 + Penalty 275799.697600 = -288928356.890420
  nChanged 3630
Iteration 115Q (120428.190000 sec): 78 clusters
  Score: Raw -289204537.298558 + Penalty 275799.697600 = -288928737.600958
  nChanged 3520
Iteration 116Q (120724.020000 sec): 78 clusters
  Score: Raw -289204901.083384 + Penalty 275799.697600 = -288929101.385784
  nChanged 3504
Iteration 117Q (121020.580000 sec): 78 clusters
  Score: Raw -289205264.849922 + Penalty 275799.697600 = -288929465.152322
  nChanged 3442
Iteration 118Q (121330.350000 sec): 78 clusters
  Score: Raw -289205607.866632 + Penalty 275799.697600 = -288929808.169032
  nChanged 3392
Iteration 119Q (121632.430000 sec): 78 clusters
  Score: Raw -289205925.198088 + Penalty 275799.697600 = -288930125.500487
  nChanged 3373
Iteration 120F (122093.940000 sec): 78 clusters
  Score: Raw -289206561.414666 + Penalty 275799.697600 = -288930761.717066
  nChanged 3783
Iteration 121Q (122403.710000 sec): 78 clusters
  Score: Raw -289207101.255166 + Penalty 275799.697600 = -288931301.557566
  nChanged 3908
Iteration 122Q (122717.060000 sec): 78 clusters
  Score: Raw -289207503.483280 + Penalty 275799.697600 = -288931703.785680
  nChanged 3878
Iteration 123Q (123025.560000 sec): 78 clusters
  Score: Raw -289207868.048451 + Penalty 275799.697600 = -288932068.350850
  nChanged 3759
Iteration 124Q (123332.820000 sec): 78 clusters
  Score: Raw -289208223.834334 + Penalty 275799.697600 = -288932424.136734
  nChanged 3648
Iteration 125Q (123646.370000 sec): 78 clusters
  Score: Raw -289208579.174535 + Penalty 275799.697600 = -288932779.476935
  nChanged 3743
Iteration 126Q (123955.490000 sec): 78 clusters
  Score: Raw -289208958.080196 + Penalty 275799.697600 = -288933158.382596
  nChanged 3802
Iteration 127Q (124260.160000 sec): 78 clusters
  Score: Raw -289209376.797272 + Penalty 275799.697600 = -288933577.099672
  nChanged 3730
Iteration 128Q (124481.380000 sec): 78 clusters
  Score: Raw -289209805.197735 + Penalty 275799.697600 = -288934005.500135
  nChanged 3747
Iteration 129Q (124746.290000 sec): 78 clusters
  Score: Raw -289210277.598000 + Penalty 275799.697600 = -288934477.900400
  nChanged 3851
Iteration 130Q (124999.210000 sec): 78 clusters
  Score: Raw -289210741.392626 + Penalty 275799.697600 = -288934941.695026
  nChanged 3930
Iteration 131Q (125251.470000 sec): 78 clusters
  Score: Raw -289211186.841286 + Penalty 275799.697600 = -288935387.143686
  nChanged 4044
Iteration 132Q (125511.150000 sec): 78 clusters
  Score: Raw -289211655.261183 + Penalty 275799.697600 = -288935855.563582
  nChanged 3987
Iteration 133Q (125765.490000 sec): 78 clusters
  Score: Raw -289212066.125550 + Penalty 275799.697600 = -288936266.427950
  nChanged 3920
Iteration 134Q (126028.340000 sec): 78 clusters
  Score: Raw -289212447.616059 + Penalty 275799.697600 = -288936647.918459
  nChanged 3924
Iteration 135Q (126280.970000 sec): 78 clusters
  Score: Raw -289212824.844596 + Penalty 275799.697600 = -288937025.146996
  nChanged 3835
Iteration 136Q (126504.010000 sec): 78 clusters
  Score: Raw -289213177.531466 + Penalty 275799.697600 = -288937377.833866
  nChanged 3814
Iteration 137Q (126775.040000 sec): 78 clusters
  Score: Raw -289213523.354758 + Penalty 275799.697600 = -288937723.657158
  nChanged 3608
Iteration 138Q (127030.120000 sec): 78 clusters
  Score: Raw -289213833.276861 + Penalty 275799.697600 = -288938033.579261
  nChanged 3419
Writing temp clu file 
Because OldScore, -288937723.657158, is greater than current (better) Score,-288938033.579261 
 Compute initial score before splitting:   Score: Raw -289213833.276861 + Penalty 275799.697600 = -288938033.579261
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (16344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127030.930000 sec): 2 clusters
  Score: Raw -2446389.032128 + Penalty 2406.000802 = -2443983.031326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127031.250000 sec): 3 clusters
  Score: Raw -2436985.914626 + Penalty 4812.001604 = -2432173.913022
  nChanged 7195
		SP:Iteration 1F (127031.590000 sec): 3 clusters
  Score: Raw -2441132.069686 + Penalty 4812.001604 = -2436320.068083
  nChanged 1045
		SP:Iteration 2F (127031.990000 sec): 3 clusters
  Score: Raw -2441732.210665 + Penalty 4812.001604 = -2436920.209061
  nChanged 1013
		SP:Iteration 3F (127032.370000 sec): 3 clusters
  Score: Raw -2442404.121606 + Penalty 4812.001604 = -2437592.120002
  nChanged 1025
		SP:Iteration 4F (127032.630000 sec): 3 clusters
  Score: Raw -2443023.579401 + Penalty 4812.001604 = -2438211.577797
  nChanged 916
		SP:Iteration 5F (127033.010000 sec): 3 clusters
  Score: Raw -2443517.211833 + Penalty 4812.001604 = -2438705.210229
  nChanged 792
		SP:Iteration 6Q (127033.310000 sec): 3 clusters
  Score: Raw -2443916.851725 + Penalty 4812.001604 = -2439104.850121
  nChanged 672
		SP:Iteration 7Q (127033.650000 sec): 3 clusters
  Score: Raw -2444215.775565 + Penalty 4812.001604 = -2439403.773961
  nChanged 580
		SP:Iteration 8Q (127033.940000 sec): 3 clusters
  Score: Raw -2444440.702662 + Penalty 4812.001604 = -2439628.701058
  nChanged 468
		SP:Iteration 9Q (127034.320000 sec): 3 clusters
  Score: Raw -2444589.475345 + Penalty 4812.001604 = -2439777.473741
  nChanged 382
		SP:Iteration 10Q (127034.580000 sec): 3 clusters
  Score: Raw -2444697.736353 + Penalty 4812.001604 = -2439885.734749
  nChanged 306
		SP:Iteration 11Q (127034.870000 sec): 3 clusters
  Score: Raw -2444772.681304 + Penalty 4812.001604 = -2439960.679701
  nChanged 264
		SP:Iteration 12Q (127035.210000 sec): 3 clusters
  Score: Raw -2444828.002553 + Penalty 4812.001604 = -2440016.000950
  nChanged 189
		SP:Iteration 13Q (127035.550000 sec): 3 clusters
  Score: Raw -2444869.773615 + Penalty 4812.001604 = -2440057.772011
  nChanged 191
		SP:Iteration 14Q (127035.840000 sec): 3 clusters
  Score: Raw -2444913.469422 + Penalty 4812.001604 = -2440101.467819
  nChanged 193
		SP:Iteration 15Q (127036.130000 sec): 3 clusters
  Score: Raw -2444960.147597 + Penalty 4812.001604 = -2440148.145994
  nChanged 207
		SP:Iteration 16Q (127036.510000 sec): 3 clusters
  Score: Raw -2445011.568922 + Penalty 4812.001604 = -2440199.567318
  nChanged 207
		SP:Iteration 17Q (127036.800000 sec): 3 clusters
  Score: Raw -2445065.028352 + Penalty 4812.001604 = -2440253.026748
  nChanged 208
		SP:Iteration 18Q (127037.080000 sec): 3 clusters
  Score: Raw -2445121.385773 + Penalty 4812.001604 = -2440309.384169
  nChanged 224
		SP:Iteration 19Q (127037.410000 sec): 3 clusters
  Score: Raw -2445178.534251 + Penalty 4812.001604 = -2440366.532647
  nChanged 232
		SP:Iteration 20F (127037.760000 sec): 3 clusters
  Score: Raw -2445245.341923 + Penalty 4812.001604 = -2440433.340319
  nChanged 240
		SP:Iteration 21Q (127038.080000 sec): 3 clusters
  Score: Raw -2445310.900009 + Penalty 4812.001604 = -2440498.898406
  nChanged 240
		SP:Iteration 22Q (127038.370000 sec): 3 clusters
  Score: Raw -2445380.341217 + Penalty 4812.001604 = -2440568.339613
  nChanged 239
		SP:Iteration 23Q (127038.700000 sec): 3 clusters
  Score: Raw -2445463.453420 + Penalty 4812.001604 = -2440651.451816
  nChanged 264
		SP:Iteration 24Q (127039.020000 sec): 3 clusters
  Score: Raw -2445573.177867 + Penalty 4812.001604 = -2440761.176264
  nChanged 275
		SP:Iteration 25Q (127039.350000 sec): 3 clusters
  Score: Raw -2445695.991448 + Penalty 4812.001604 = -2440883.989844
  nChanged 271
		SP:Iteration 26Q (127039.690000 sec): 3 clusters
  Score: Raw -2445812.082895 + Penalty 4812.001604 = -2441000.081291
  nChanged 285
		SP:Iteration 27Q (127039.970000 sec): 3 clusters
  Score: Raw -2445948.141214 + Penalty 4812.001604 = -2441136.139610
  nChanged 304
		SP:Iteration 28Q (127040.270000 sec): 3 clusters
  Score: Raw -2446101.857994 + Penalty 4812.001604 = -2441289.856390
  nChanged 308
		SP:Iteration 29Q (127040.570000 sec): 3 clusters
  Score: Raw -2446258.029203 + Penalty 4812.001604 = -2441446.027600
  nChanged 275
		SP:Iteration 30Q (127040.870000 sec): 3 clusters
  Score: Raw -2446386.275988 + Penalty 4812.001604 = -2441574.274384
  nChanged 226
		SP:Iteration 31Q (127041.170000 sec): 3 clusters
  Score: Raw -2446504.634425 + Penalty 4812.001604 = -2441692.632821
  nChanged 198
		SP:Iteration 32Q (127041.470000 sec): 3 clusters
  Score: Raw -2446607.450559 + Penalty 4812.001604 = -2441795.448955
  nChanged 171
		SP:Iteration 33Q (127041.770000 sec): 3 clusters
  Score: Raw -2446696.176847 + Penalty 4812.001604 = -2441884.175244
  nChanged 162
		SP:Iteration 34Q (127042.080000 sec): 3 clusters
  Score: Raw -2446799.063376 + Penalty 4812.001604 = -2441987.061772
  nChanged 142
		SP:Iteration 35Q (127042.380000 sec): 3 clusters
  Score: Raw -2446888.031017 + Penalty 4812.001604 = -2442076.029413
  nChanged 123
		SP:Iteration 36Q (127042.690000 sec): 3 clusters
  Score: Raw -2446957.173391 + Penalty 4812.001604 = -2442145.171787
  nChanged 112
		SP:Iteration 37Q (127042.990000 sec): 3 clusters
  Score: Raw -2447014.062385 + Penalty 4812.001604 = -2442202.060782
  nChanged 87
		SP:Iteration 38Q (127043.250000 sec): 3 clusters
  Score: Raw -2447058.672695 + Penalty 4812.001604 = -2442246.671091
  nChanged 77
		SP:Iteration 39Q (127043.510000 sec): 3 clusters
  Score: Raw -2447103.142529 + Penalty 4812.001604 = -2442291.140925
  nChanged 64
		SP:Iteration 40F (127043.810000 sec): 3 clusters
  Score: Raw -2447135.839256 + Penalty 4812.001604 = -2442323.837653
  nChanged 54
		SP:Iteration 41Q (127044.070000 sec): 3 clusters
  Score: Raw -2447159.823139 + Penalty 4812.001604 = -2442347.821536
  nChanged 31
		SP:Iteration 42Q (127044.330000 sec): 3 clusters
  Score: Raw -2447172.235010 + Penalty 4812.001604 = -2442360.233406
  nChanged 25
		SP:Iteration 43Q (127044.590000 sec): 3 clusters
  Score: Raw -2447182.834582 + Penalty 4812.001604 = -2442370.832979
  nChanged 23
		SP:Iteration 44Q (127044.850000 sec): 3 clusters
  Score: Raw -2447190.685049 + Penalty 4812.001604 = -2442378.683446
  nChanged 19
		SP:Iteration 45Q (127045.110000 sec): 3 clusters
  Score: Raw -2447198.652632 + Penalty 4812.001604 = -2442386.651028
  nChanged 21
		SP:Iteration 46Q (127045.370000 sec): 3 clusters
  Score: Raw -2447206.359899 + Penalty 4812.001604 = -2442394.358295
  nChanged 15
		SP:Iteration 47Q (127045.630000 sec): 3 clusters
  Score: Raw -2447212.391554 + Penalty 4812.001604 = -2442400.389951
  nChanged 12
		SP:Iteration 48Q (127045.890000 sec): 3 clusters
  Score: Raw -2447217.659512 + Penalty 4812.001604 = -2442405.657908
  nChanged 9
		SP:Iteration 49Q (127046.150000 sec): 3 clusters
  Score: Raw -2447222.474849 + Penalty 4812.001604 = -2442410.473245
  nChanged 8
		SP:Iteration 50Q (127046.410000 sec): 3 clusters
  Score: Raw -2447225.144735 + Penalty 4812.001604 = -2442413.143131
  nChanged 8
		SP:Iteration 51Q (127046.670000 sec): 3 clusters
  Score: Raw -2447228.653141 + Penalty 4812.001604 = -2442416.651538
  nChanged 13
		SP:Iteration 52Q (127046.930000 sec): 3 clusters
  Score: Raw -2447234.499850 + Penalty 4812.001604 = -2442422.498246
  nChanged 12
		SP:Iteration 53Q (127047.190000 sec): 3 clusters
  Score: Raw -2447239.245939 + Penalty 4812.001604 = -2442427.244335
  nChanged 8
		SP:Iteration 54Q (127047.450000 sec): 3 clusters
  Score: Raw -2447242.055607 + Penalty 4812.001604 = -2442430.054004
  nChanged 7
		SP:Iteration 55Q (127047.710000 sec): 3 clusters
  Score: Raw -2447244.040106 + Penalty 4812.001604 = -2442432.038503
  nChanged 4
		SP:Iteration 56Q (127047.970000 sec): 3 clusters
  Score: Raw -2447245.817648 + Penalty 4812.001604 = -2442433.816044
  nChanged 3
		SP:Iteration 57Q (127048.230000 sec): 3 clusters
  Score: Raw -2447247.131674 + Penalty 4812.001604 = -2442435.130070
  nChanged 8
		SP:Iteration 58Q (127048.490000 sec): 3 clusters
  Score: Raw -2447250.032793 + Penalty 4812.001604 = -2442438.031189
  nChanged 8
		SP:Iteration 59Q (127048.750000 sec): 3 clusters
  Score: Raw -2447251.940874 + Penalty 4812.001604 = -2442439.939271
  nChanged 5
		SP:Iteration 60F (127049.050000 sec): 3 clusters
  Score: Raw -2447253.444056 + Penalty 4812.001604 = -2442441.442452
  nChanged 5
		SP:Iteration 61Q (127049.360000 sec): 3 clusters
  Score: Raw -2447255.328719 + Penalty 4812.001604 = -2442443.327115
  nChanged 1
		SP:Iteration 62Q (127049.670000 sec): 3 clusters
  Score: Raw -2447255.577109 + Penalty 4812.001604 = -2442443.575506
  nChanged 3
		SP:Iteration 63Q (127050.060000 sec): 3 clusters
  Score: Raw -2447256.397405 + Penalty 4812.001604 = -2442444.395801
  nChanged 4
		SP:Iteration 64Q (127050.390000 sec): 3 clusters
  Score: Raw -2447257.578568 + Penalty 4812.001604 = -2442445.576965
  nChanged 5
		SP:Iteration 65Q (127050.620000 sec): 3 clusters
  Score: Raw -2447259.619967 + Penalty 4812.001604 = -2442447.618363
  nChanged 3
		SP:Iteration 66Q (127050.930000 sec): 3 clusters
  Score: Raw -2447260.157655 + Penalty 4812.001604 = -2442448.156051
  nChanged 0
		SP:Iteration 67F (127051.270000 sec): 3 clusters
  Score: Raw -2447260.157655 + Penalty 4812.001604 = -2442448.156051
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (10845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127051.420000 sec): 2 clusters
  Score: Raw -1755615.755278 + Penalty 2304.281937 = -1753311.473341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127051.670000 sec): 3 clusters
  Score: Raw -1749718.613595 + Penalty 4608.563874 = -1745110.049721
  nChanged 4596
		SP:Iteration 1F (127051.960000 sec): 3 clusters
  Score: Raw -1752060.915485 + Penalty 4608.563874 = -1747452.351611
  nChanged 649
		SP:Iteration 2F (127052.190000 sec): 3 clusters
  Score: Raw -1752319.758741 + Penalty 4608.563874 = -1747711.194867
  nChanged 481
		SP:Iteration 3Q (127052.450000 sec): 3 clusters
  Score: Raw -1752493.882953 + Penalty 4608.563874 = -1747885.319079
  nChanged 378
		SP:Iteration 4Q (127052.770000 sec): 3 clusters
  Score: Raw -1752635.347951 + Penalty 4608.563874 = -1748026.784077
  nChanged 375
		SP:Iteration 5Q (127053.070000 sec): 3 clusters
  Score: Raw -1752781.072739 + Penalty 4608.563874 = -1748172.508865
  nChanged 352
		SP:Iteration 6Q (127053.330000 sec): 3 clusters
  Score: Raw -1752908.885702 + Penalty 4608.563874 = -1748300.321828
  nChanged 322
		SP:Iteration 7Q (127053.650000 sec): 3 clusters
  Score: Raw -1753035.872314 + Penalty 4608.563874 = -1748427.308440
  nChanged 337
		SP:Iteration 8Q (127053.950000 sec): 3 clusters
  Score: Raw -1753176.252060 + Penalty 4608.563874 = -1748567.688186
  nChanged 347
		SP:Iteration 9Q (127054.300000 sec): 3 clusters
  Score: Raw -1753324.769558 + Penalty 4608.563874 = -1748716.205684
  nChanged 361
		SP:Iteration 10Q (127054.580000 sec): 3 clusters
  Score: Raw -1753478.914753 + Penalty 4608.563874 = -1748870.350879
  nChanged 359
		SP:Iteration 11Q (127054.820000 sec): 3 clusters
  Score: Raw -1753660.906903 + Penalty 4608.563874 = -1749052.343030
  nChanged 374
		SP:Iteration 12Q (127055.030000 sec): 3 clusters
  Score: Raw -1753882.715522 + Penalty 4608.563874 = -1749274.151649
  nChanged 411
		SP:Iteration 13Q (127055.290000 sec): 3 clusters
  Score: Raw -1754146.346300 + Penalty 4608.563874 = -1749537.782426
  nChanged 397
		SP:Iteration 14Q (127055.570000 sec): 3 clusters
  Score: Raw -1754407.436114 + Penalty 4608.563874 = -1749798.872240
  nChanged 357
		SP:Iteration 15Q (127055.800000 sec): 3 clusters
  Score: Raw -1754661.795631 + Penalty 4608.563874 = -1750053.231757
  nChanged 304
		SP:Iteration 16Q (127056.060000 sec): 3 clusters
  Score: Raw -1754888.857598 + Penalty 4608.563874 = -1750280.293725
  nChanged 257
		SP:Iteration 17Q (127056.290000 sec): 3 clusters
  Score: Raw -1755112.875353 + Penalty 4608.563874 = -1750504.311479
  nChanged 210
		SP:Iteration 18Q (127056.430000 sec): 3 clusters
  Score: Raw -1755307.850298 + Penalty 4608.563874 = -1750699.286424
  nChanged 161
		SP:Iteration 19Q (127056.700000 sec): 3 clusters
  Score: Raw -1755448.365705 + Penalty 4608.563874 = -1750839.801831
  nChanged 123
		SP:Iteration 20F (127056.910000 sec): 3 clusters
  Score: Raw -1755558.708142 + Penalty 4608.563874 = -1750950.144269
  nChanged 94
		SP:Iteration 21Q (127057.070000 sec): 3 clusters
  Score: Raw -1755647.491284 + Penalty 4608.563874 = -1751038.927410
  nChanged 79
		SP:Iteration 22Q (127057.330000 sec): 3 clusters
  Score: Raw -1755725.574717 + Penalty 4608.563874 = -1751117.010843
  nChanged 54
		SP:Iteration 23Q (127057.480000 sec): 3 clusters
  Score: Raw -1755772.402177 + Penalty 4608.563874 = -1751163.838303
  nChanged 41
		SP:Iteration 24Q (127057.730000 sec): 3 clusters
  Score: Raw -1755806.666382 + Penalty 4608.563874 = -1751198.102508
  nChanged 28
		SP:Iteration 25Q (127057.910000 sec): 3 clusters
  Score: Raw -1755830.084329 + Penalty 4608.563874 = -1751221.520455
  nChanged 19
		SP:Iteration 26Q (127058.150000 sec): 3 clusters
  Score: Raw -1755845.320550 + Penalty 4608.563874 = -1751236.756676
  nChanged 16
		SP:Iteration 27Q (127058.290000 sec): 3 clusters
  Score: Raw -1755856.244510 + Penalty 4608.563874 = -1751247.680636
  nChanged 12
		SP:Iteration 28Q (127058.550000 sec): 3 clusters
  Score: Raw -1755868.082479 + Penalty 4608.563874 = -1751259.518605
  nChanged 16
		SP:Iteration 29Q (127058.760000 sec): 3 clusters
  Score: Raw -1755877.070760 + Penalty 4608.563874 = -1751268.506886
  nChanged 9
		SP:Iteration 30Q (127058.990000 sec): 3 clusters
  Score: Raw -1755883.472311 + Penalty 4608.563874 = -1751274.908437
  nChanged 7
		SP:Iteration 31Q (127059.200000 sec): 3 clusters
  Score: Raw -1755888.668576 + Penalty 4608.563874 = -1751280.104702
  nChanged 5
		SP:Iteration 32Q (127059.420000 sec): 3 clusters
  Score: Raw -1755891.048975 + Penalty 4608.563874 = -1751282.485101
  nChanged 4
		SP:Iteration 33Q (127059.610000 sec): 3 clusters
  Score: Raw -1755893.605833 + Penalty 4608.563874 = -1751285.041959
  nChanged 2
		SP:Iteration 34Q (127059.820000 sec): 3 clusters
  Score: Raw -1755894.446961 + Penalty 4608.563874 = -1751285.883087
  nChanged 2
		SP:Iteration 35Q (127060.030000 sec): 3 clusters
  Score: Raw -1755895.259656 + Penalty 4608.563874 = -1751286.695782
  nChanged 1
		SP:Iteration 36Q (127060.230000 sec): 3 clusters
  Score: Raw -1755896.182151 + Penalty 4608.563874 = -1751287.618277
  nChanged 1
		SP:Iteration 37Q (127060.450000 sec): 3 clusters
  Score: Raw -1755896.960205 + Penalty 4608.563874 = -1751288.396331
  nChanged 0
		SP:Iteration 38F (127060.610000 sec): 3 clusters
  Score: Raw -1755896.960205 + Penalty 4608.563874 = -1751288.396331
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127060.720000 sec): 2 clusters
  Score: Raw -109413.200313 + Penalty 1641.778155 = -107771.422158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127060.820000 sec): 3 clusters
  Score: Raw -109369.931156 + Penalty 3283.556310 = -106086.374845
  nChanged 205
		SP:Iteration 1F (127060.930000 sec): 3 clusters
  Score: Raw -109689.828989 + Penalty 3283.556310 = -106406.272678
  nChanged 56
		SP:Iteration 2F (127061.090000 sec): 3 clusters
  Score: Raw -109811.053189 + Penalty 3283.556310 = -106527.496878
  nChanged 28
		SP:Iteration 3Q (127061.230000 sec): 3 clusters
  Score: Raw -109878.550894 + Penalty 3283.556310 = -106594.994584
  nChanged 25
		SP:Iteration 4Q (127061.330000 sec): 3 clusters
  Score: Raw -109920.886004 + Penalty 3283.556310 = -106637.329694
  nChanged 14
		SP:Iteration 5Q (127061.460000 sec): 3 clusters
  Score: Raw -109950.478767 + Penalty 3283.556310 = -106666.922456
  nChanged 17
		SP:Iteration 6Q (127061.600000 sec): 3 clusters
  Score: Raw -110013.178646 + Penalty 3283.556310 = -106729.622335
  nChanged 19
		SP:Iteration 7Q (127061.770000 sec): 3 clusters
  Score: Raw -110058.468508 + Penalty 3283.556310 = -106774.912197
  nChanged 11
		SP:Iteration 8Q (127061.920000 sec): 3 clusters
  Score: Raw -110078.633198 + Penalty 3283.556310 = -106795.076887
  nChanged 6
		SP:Iteration 9Q (127062.060000 sec): 3 clusters
  Score: Raw -110091.956351 + Penalty 3283.556310 = -106808.400041
  nChanged 11
		SP:Iteration 10Q (127062.210000 sec): 3 clusters
  Score: Raw -110115.687567 + Penalty 3283.556310 = -106832.131257
  nChanged 6
		SP:Iteration 11Q (127062.350000 sec): 3 clusters
  Score: Raw -110134.664290 + Penalty 3283.556310 = -106851.107980
  nChanged 11
		SP:Iteration 12Q (127062.490000 sec): 3 clusters
  Score: Raw -110160.398501 + Penalty 3283.556310 = -106876.842191
  nChanged 8
		SP:Iteration 13Q (127062.640000 sec): 3 clusters
  Score: Raw -110174.873245 + Penalty 3283.556310 = -106891.316934
  nChanged 6
		SP:Iteration 14Q (127062.780000 sec): 3 clusters
  Score: Raw -110182.583787 + Penalty 3283.556310 = -106899.027476
  nChanged 3
		SP:Iteration 15Q (127062.920000 sec): 3 clusters
  Score: Raw -110184.754514 + Penalty 3283.556310 = -106901.198203
  nChanged 5
		SP:Iteration 16Q (127063.030000 sec): 3 clusters
  Score: Raw -110192.008566 + Penalty 3283.556310 = -106908.452256
  nChanged 5
		SP:Iteration 17Q (127063.190000 sec): 3 clusters
  Score: Raw -110200.756105 + Penalty 3283.556310 = -106917.199794
  nChanged 6
		SP:Iteration 18Q (127063.340000 sec): 3 clusters
  Score: Raw -110207.679478 + Penalty 3283.556310 = -106924.123167
  nChanged 2
		SP:Iteration 19Q (127063.460000 sec): 3 clusters
  Score: Raw -110210.017117 + Penalty 3283.556310 = -106926.460807
  nChanged 4
		SP:Iteration 20F (127063.590000 sec): 3 clusters
  Score: Raw -110215.282097 + Penalty 3283.556310 = -106931.725786
  nChanged 2
		SP:Iteration 21Q (127063.730000 sec): 3 clusters
  Score: Raw -110222.113142 + Penalty 3283.556310 = -106938.556832
  nChanged 4
		SP:Iteration 22Q (127063.890000 sec): 3 clusters
  Score: Raw -110227.944246 + Penalty 3283.556310 = -106944.387935
  nChanged 3
		SP:Iteration 23Q (127064.000000 sec): 3 clusters
  Score: Raw -110232.038400 + Penalty 3283.556310 = -106948.482090
  nChanged 1
		SP:Iteration 24Q (127064.140000 sec): 3 clusters
  Score: Raw -110233.041033 + Penalty 3283.556310 = -106949.484722
  nChanged 0
		SP:Iteration 25F (127064.280000 sec): 3 clusters
  Score: Raw -110233.041033 + Penalty 3283.556310 = -106949.484722
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (13542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127064.500000 sec): 2 clusters
  Score: Raw -1978230.110616 + Penalty 2359.360709 = -1975870.749907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127064.760000 sec): 3 clusters
  Score: Raw -1970712.560178 + Penalty 4718.721418 = -1965993.838759
  nChanged 5777
		SP:Iteration 1F (127065.000000 sec): 3 clusters
  Score: Raw -1973924.345427 + Penalty 4718.721418 = -1969205.624009
  nChanged 963
		SP:Iteration 2F (127065.280000 sec): 3 clusters
  Score: Raw -1974557.644626 + Penalty 4718.721418 = -1969838.923208
  nChanged 879
		SP:Iteration 3F (127065.600000 sec): 3 clusters
  Score: Raw -1975168.690301 + Penalty 4718.721418 = -1970449.968883
  nChanged 847
		SP:Iteration 4F (127065.840000 sec): 3 clusters
  Score: Raw -1975720.155896 + Penalty 4718.721418 = -1971001.434478
  nChanged 748
		SP:Iteration 5F (127066.090000 sec): 3 clusters
  Score: Raw -1976196.101281 + Penalty 4718.721418 = -1971477.379863
  nChanged 710
		SP:Iteration 6F (127066.380000 sec): 3 clusters
  Score: Raw -1976624.033339 + Penalty 4718.721418 = -1971905.311921
  nChanged 634
		SP:Iteration 7Q (127066.610000 sec): 3 clusters
  Score: Raw -1976995.091889 + Penalty 4718.721418 = -1972276.370471
  nChanged 519
		SP:Iteration 8Q (127066.890000 sec): 3 clusters
  Score: Raw -1977273.012213 + Penalty 4718.721418 = -1972554.290795
  nChanged 439
		SP:Iteration 9Q (127067.160000 sec): 3 clusters
  Score: Raw -1977500.674030 + Penalty 4718.721418 = -1972781.952612
  nChanged 344
		SP:Iteration 10Q (127067.460000 sec): 3 clusters
  Score: Raw -1977673.127914 + Penalty 4718.721418 = -1972954.406496
  nChanged 289
		SP:Iteration 11Q (127067.780000 sec): 3 clusters
  Score: Raw -1977838.076362 + Penalty 4718.721418 = -1973119.354944
  nChanged 251
		SP:Iteration 12Q (127068.050000 sec): 3 clusters
  Score: Raw -1977960.630433 + Penalty 4718.721418 = -1973241.909015
  nChanged 208
		SP:Iteration 13Q (127068.340000 sec): 3 clusters
  Score: Raw -1978070.989505 + Penalty 4718.721418 = -1973352.268087
  nChanged 184
		SP:Iteration 14Q (127068.580000 sec): 3 clusters
  Score: Raw -1978157.421578 + Penalty 4718.721418 = -1973438.700160
  nChanged 160
		SP:Iteration 15Q (127068.840000 sec): 3 clusters
  Score: Raw -1978237.490624 + Penalty 4718.721418 = -1973518.769206
  nChanged 150
		SP:Iteration 16Q (127069.150000 sec): 3 clusters
  Score: Raw -1978302.430971 + Penalty 4718.721418 = -1973583.709553
  nChanged 133
		SP:Iteration 17Q (127069.440000 sec): 3 clusters
  Score: Raw -1978354.365333 + Penalty 4718.721418 = -1973635.643915
  nChanged 104
		SP:Iteration 18Q (127069.700000 sec): 3 clusters
  Score: Raw -1978400.649865 + Penalty 4718.721418 = -1973681.928447
  nChanged 122
		SP:Iteration 19Q (127069.980000 sec): 3 clusters
  Score: Raw -1978449.986699 + Penalty 4718.721418 = -1973731.265280
  nChanged 105
		SP:Iteration 20F (127070.230000 sec): 3 clusters
  Score: Raw -1978487.870419 + Penalty 4718.721418 = -1973769.149001
  nChanged 70
		SP:Iteration 21Q (127070.470000 sec): 3 clusters
  Score: Raw -1978509.991312 + Penalty 4718.721418 = -1973791.269894
  nChanged 46
		SP:Iteration 22Q (127070.730000 sec): 3 clusters
  Score: Raw -1978525.176199 + Penalty 4718.721418 = -1973806.454781
  nChanged 44
		SP:Iteration 23Q (127070.980000 sec): 3 clusters
  Score: Raw -1978539.880495 + Penalty 4718.721418 = -1973821.159077
  nChanged 50
		SP:Iteration 24Q (127071.170000 sec): 3 clusters
  Score: Raw -1978554.613057 + Penalty 4718.721418 = -1973835.891639
  nChanged 48
		SP:Iteration 25Q (127071.500000 sec): 3 clusters
  Score: Raw -1978566.935820 + Penalty 4718.721418 = -1973848.214402
  nChanged 37
		SP:Iteration 26Q (127071.760000 sec): 3 clusters
  Score: Raw -1978578.154449 + Penalty 4718.721418 = -1973859.433031
  nChanged 30
		SP:Iteration 27Q (127072.040000 sec): 3 clusters
  Score: Raw -1978586.921473 + Penalty 4718.721418 = -1973868.200055
  nChanged 24
		SP:Iteration 28Q (127072.340000 sec): 3 clusters
  Score: Raw -1978593.893235 + Penalty 4718.721418 = -1973875.171817
  nChanged 29
		SP:Iteration 29Q (127072.610000 sec): 3 clusters
  Score: Raw -1978601.157963 + Penalty 4718.721418 = -1973882.436544
  nChanged 20
		SP:Iteration 30Q (127072.900000 sec): 3 clusters
  Score: Raw -1978605.387993 + Penalty 4718.721418 = -1973886.666575
  nChanged 18
		SP:Iteration 31Q (127073.200000 sec): 3 clusters
  Score: Raw -1978610.381724 + Penalty 4718.721418 = -1973891.660306
  nChanged 19
		SP:Iteration 32Q (127073.590000 sec): 3 clusters
  Score: Raw -1978615.053526 + Penalty 4718.721418 = -1973896.332108
  nChanged 15
		SP:Iteration 33Q (127073.840000 sec): 3 clusters
  Score: Raw -1978618.444514 + Penalty 4718.721418 = -1973899.723096
  nChanged 15
		SP:Iteration 34Q (127074.130000 sec): 3 clusters
  Score: Raw -1978621.793102 + Penalty 4718.721418 = -1973903.071684
  nChanged 9
		SP:Iteration 35Q (127074.400000 sec): 3 clusters
  Score: Raw -1978625.200952 + Penalty 4718.721418 = -1973906.479534
  nChanged 9
		SP:Iteration 36Q (127074.700000 sec): 3 clusters
  Score: Raw -1978628.568151 + Penalty 4718.721418 = -1973909.846733
  nChanged 11
		SP:Iteration 37Q (127074.970000 sec): 3 clusters
  Score: Raw -1978630.877974 + Penalty 4718.721418 = -1973912.156556
  nChanged 5
		SP:Iteration 38Q (127075.270000 sec): 3 clusters
  Score: Raw -1978631.716890 + Penalty 4718.721418 = -1973912.995472
  nChanged 4
		SP:Iteration 39Q (127075.620000 sec): 3 clusters
  Score: Raw -1978632.418414 + Penalty 4718.721418 = -1973913.696996
  nChanged 6
		SP:Iteration 40F (127075.880000 sec): 3 clusters
  Score: Raw -1978633.709416 + Penalty 4718.721418 = -1973914.987998
  nChanged 4
		SP:Iteration 41Q (127076.150000 sec): 3 clusters
  Score: Raw -1978634.355951 + Penalty 4718.721418 = -1973915.634533
  nChanged 4
		SP:Iteration 42Q (127076.390000 sec): 3 clusters
  Score: Raw -1978634.861627 + Penalty 4718.721418 = -1973916.140209
  nChanged 3
		SP:Iteration 43Q (127076.700000 sec): 3 clusters
  Score: Raw -1978635.616402 + Penalty 4718.721418 = -1973916.894984
  nChanged 5
		SP:Iteration 44Q (127076.930000 sec): 3 clusters
  Score: Raw -1978637.505260 + Penalty 4718.721418 = -1973918.783842
  nChanged 6
		SP:Iteration 45Q (127077.180000 sec): 3 clusters
  Score: Raw -1978638.977808 + Penalty 4718.721418 = -1973920.256390
  nChanged 4
		SP:Iteration 46Q (127077.480000 sec): 3 clusters
  Score: Raw -1978639.716972 + Penalty 4718.721418 = -1973920.995554
  nChanged 4
		SP:Iteration 47Q (127077.750000 sec): 3 clusters
  Score: Raw -1978640.481173 + Penalty 4718.721418 = -1973921.759755
  nChanged 3
		SP:Iteration 48Q (127078.030000 sec): 3 clusters
  Score: Raw -1978640.934414 + Penalty 4718.721418 = -1973922.212996
  nChanged 4
		SP:Iteration 49Q (127078.260000 sec): 3 clusters
  Score: Raw -1978641.536113 + Penalty 4718.721418 = -1973922.814695
  nChanged 2
		SP:Iteration 50Q (127078.490000 sec): 3 clusters
  Score: Raw -1978641.988954 + Penalty 4718.721418 = -1973923.267536
  nChanged 1
		SP:Iteration 51Q (127078.750000 sec): 3 clusters
  Score: Raw -1978642.179730 + Penalty 4718.721418 = -1973923.458312
  nChanged 1
		SP:Iteration 52Q (127079.050000 sec): 3 clusters
  Score: Raw -1978642.422821 + Penalty 4718.721418 = -1973923.701403
  nChanged 1
		SP:Iteration 53Q (127079.280000 sec): 3 clusters
  Score: Raw -1978642.584911 + Penalty 4718.721418 = -1973923.863493
  nChanged 2
		SP:Iteration 54Q (127079.520000 sec): 3 clusters
  Score: Raw -1978642.852629 + Penalty 4718.721418 = -1973924.131211
  nChanged 1
		SP:Iteration 55Q (127079.800000 sec): 3 clusters
  Score: Raw -1978643.023067 + Penalty 4718.721418 = -1973924.301649
  nChanged 3
		SP:Iteration 56Q (127080.030000 sec): 3 clusters
  Score: Raw -1978643.552514 + Penalty 4718.721418 = -1973924.831096
  nChanged 4
		SP:Iteration 57Q (127080.360000 sec): 3 clusters
  Score: Raw -1978644.308333 + Penalty 4718.721418 = -1973925.586915
  nChanged 6
		SP:Iteration 58Q (127080.650000 sec): 3 clusters
  Score: Raw -1978645.191563 + Penalty 4718.721418 = -1973926.470145
  nChanged 4
		SP:Iteration 59Q (127080.920000 sec): 3 clusters
  Score: Raw -1978645.994119 + Penalty 4718.721418 = -1973927.272701
  nChanged 1
		SP:Iteration 60F (127081.190000 sec): 3 clusters
  Score: Raw -1978646.119094 + Penalty 4718.721418 = -1973927.397676
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (275042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127083.100000 sec): 2 clusters
  Score: Raw -43970989.543349 + Penalty 3106.120415 = -43967883.422934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127085.300000 sec): 3 clusters
  Score: Raw -43789045.897656 + Penalty 6212.240830 = -43782833.656826
  nChanged 133175
		SP:Iteration 1F (127087.470000 sec): 3 clusters
  Score: Raw -43867517.545156 + Penalty 6212.240830 = -43861305.304326
  nChanged 6413
		SP:Iteration 2Q (127089.770000 sec): 3 clusters
  Score: Raw -43868616.699547 + Penalty 6212.240830 = -43862404.458717
  nChanged 6800
		SP:Iteration 3Q (127092.110000 sec): 3 clusters
  Score: Raw -43869928.755462 + Penalty 6212.240830 = -43863716.514632
  nChanged 7426
		SP:Iteration 4Q (127094.840000 sec): 3 clusters
  Score: Raw -43871600.984559 + Penalty 6212.240830 = -43865388.743729
  nChanged 8487
		SP:Iteration 5Q (127097.580000 sec): 3 clusters
  Score: Raw -43873924.826895 + Penalty 6212.240830 = -43867712.586066
  nChanged 10150
		SP:Iteration 6Q (127100.300000 sec): 3 clusters
  Score: Raw -43877460.615510 + Penalty 6212.240830 = -43871248.374680
  nChanged 12640
		SP:Iteration 7Q (127103.010000 sec): 3 clusters
  Score: Raw -43883210.094139 + Penalty 6212.240830 = -43876997.853309
  nChanged 16125
		SP:Iteration 8F (127105.240000 sec): 3 clusters
  Score: Raw -43892743.779273 + Penalty 6212.240830 = -43886531.538443
  nChanged 19598
		SP:Iteration 9F (127107.460000 sec): 3 clusters
  Score: Raw -43907247.562591 + Penalty 6212.240830 = -43901035.321761
  nChanged 21039
		SP:Iteration 10F (127109.480000 sec): 3 clusters
  Score: Raw -43925389.456513 + Penalty 6212.240830 = -43919177.215683
  nChanged 18372
		SP:Iteration 11F (127111.590000 sec): 3 clusters
  Score: Raw -43942316.461728 + Penalty 6212.240830 = -43936104.220899
  nChanged 12932
		SP:Iteration 12Q (127113.670000 sec): 3 clusters
  Score: Raw -43953941.120993 + Penalty 6212.240830 = -43947728.880163
  nChanged 8197
		SP:Iteration 13Q (127115.730000 sec): 3 clusters
  Score: Raw -43961024.774815 + Penalty 6212.240830 = -43954812.533985
  nChanged 5231
		SP:Iteration 14Q (127117.760000 sec): 3 clusters
  Score: Raw -43965337.961579 + Penalty 6212.240830 = -43959125.720749
  nChanged 3247
		SP:Iteration 15Q (127119.710000 sec): 3 clusters
  Score: Raw -43967856.050980 + Penalty 6212.240830 = -43961643.810150
  nChanged 2045
		SP:Iteration 16Q (127121.570000 sec): 3 clusters
  Score: Raw -43969356.424730 + Penalty 6212.240830 = -43963144.183900
  nChanged 1212
		SP:Iteration 17Q (127123.400000 sec): 3 clusters
  Score: Raw -43970204.848104 + Penalty 6212.240830 = -43963992.607274
  nChanged 770
		SP:Iteration 18Q (127125.370000 sec): 3 clusters
  Score: Raw -43970700.403790 + Penalty 6212.240830 = -43964488.162961
  nChanged 462
		SP:Iteration 19Q (127127.340000 sec): 3 clusters
  Score: Raw -43971002.589832 + Penalty 6212.240830 = -43964790.349002
  nChanged 322
		SP:Iteration 20F (127129.390000 sec): 3 clusters
  Score: Raw -43971213.408400 + Penalty 6212.240830 = -43965001.167570
  nChanged 209
		SP:Iteration 21Q (127131.200000 sec): 3 clusters
  Score: Raw -43971341.961013 + Penalty 6212.240830 = -43965129.720184
  nChanged 139
		SP:Iteration 22Q (127133.040000 sec): 3 clusters
  Score: Raw -43971421.614185 + Penalty 6212.240830 = -43965209.373355
  nChanged 103
		SP:Iteration 23Q (127134.900000 sec): 3 clusters
  Score: Raw -43971474.943676 + Penalty 6212.240830 = -43965262.702846
  nChanged 80
		SP:Iteration 24Q (127136.690000 sec): 3 clusters
  Score: Raw -43971522.150742 + Penalty 6212.240830 = -43965309.909913
  nChanged 58
		SP:Iteration 25Q (127138.440000 sec): 3 clusters
  Score: Raw -43971553.870001 + Penalty 6212.240830 = -43965341.629171
  nChanged 43
		SP:Iteration 26Q (127140.830000 sec): 3 clusters
  Score: Raw -43971574.478277 + Penalty 6212.240830 = -43965362.237447
  nChanged 40
		SP:Iteration 27Q (127143.060000 sec): 3 clusters
  Score: Raw -43971590.668492 + Penalty 6212.240830 = -43965378.427662
  nChanged 30
		SP:Iteration 28Q (127145.300000 sec): 3 clusters
  Score: Raw -43971606.080491 + Penalty 6212.240830 = -43965393.839661
  nChanged 26
		SP:Iteration 29Q (127147.520000 sec): 3 clusters
  Score: Raw -43971619.914055 + Penalty 6212.240830 = -43965407.673225
  nChanged 23
		SP:Iteration 30Q (127149.740000 sec): 3 clusters
  Score: Raw -43971629.204433 + Penalty 6212.240830 = -43965416.963603
  nChanged 17
		SP:Iteration 31Q (127151.490000 sec): 3 clusters
  Score: Raw -43971635.829228 + Penalty 6212.240830 = -43965423.588399
  nChanged 15
		SP:Iteration 32Q (127153.420000 sec): 3 clusters
  Score: Raw -43971644.084687 + Penalty 6212.240830 = -43965431.843858
  nChanged 19
		SP:Iteration 33Q (127155.300000 sec): 3 clusters
  Score: Raw -43971653.214227 + Penalty 6212.240830 = -43965440.973397
  nChanged 17
		SP:Iteration 34Q (127157.040000 sec): 3 clusters
  Score: Raw -43971660.680912 + Penalty 6212.240830 = -43965448.440082
  nChanged 12
		SP:Iteration 35Q (127158.650000 sec): 3 clusters
  Score: Raw -43971666.869372 + Penalty 6212.240830 = -43965454.628542
  nChanged 17
		SP:Iteration 36Q (127160.400000 sec): 3 clusters
  Score: Raw -43971675.306004 + Penalty 6212.240830 = -43965463.065174
  nChanged 15
		SP:Iteration 37Q (127162.370000 sec): 3 clusters
  Score: Raw -43971682.100044 + Penalty 6212.240830 = -43965469.859214
  nChanged 16
		SP:Iteration 38Q (127164.160000 sec): 3 clusters
  Score: Raw -43971690.495411 + Penalty 6212.240830 = -43965478.254581
  nChanged 13
		SP:Iteration 39Q (127165.880000 sec): 3 clusters
  Score: Raw -43971697.330603 + Penalty 6212.240830 = -43965485.089773
  nChanged 13
		SP:Iteration 40F (127167.950000 sec): 3 clusters
  Score: Raw -43971704.195010 + Penalty 6212.240830 = -43965491.954180
  nChanged 13
		SP:Iteration 41Q (127169.750000 sec): 3 clusters
  Score: Raw -43971711.114194 + Penalty 6212.240830 = -43965498.873364
  nChanged 10
		SP:Iteration 42Q (127171.760000 sec): 3 clusters
  Score: Raw -43971716.498013 + Penalty 6212.240830 = -43965504.257183
  nChanged 10
		SP:Iteration 43Q (127173.560000 sec): 3 clusters
  Score: Raw -43971721.078708 + Penalty 6212.240830 = -43965508.837878
  nChanged 8
		SP:Iteration 44Q (127175.520000 sec): 3 clusters
  Score: Raw -43971725.336228 + Penalty 6212.240830 = -43965513.095399
  nChanged 7
		SP:Iteration 45Q (127177.340000 sec): 3 clusters
  Score: Raw -43971728.306628 + Penalty 6212.240830 = -43965516.065798
  nChanged 6
		SP:Iteration 46Q (127179.150000 sec): 3 clusters
  Score: Raw -43971731.121003 + Penalty 6212.240830 = -43965518.880173
  nChanged 4
		SP:Iteration 47Q (127181.070000 sec): 3 clusters
  Score: Raw -43971732.664243 + Penalty 6212.240830 = -43965520.423413
  nChanged 1
		SP:Iteration 48Q (127182.830000 sec): 3 clusters
  Score: Raw -43971732.825678 + Penalty 6212.240830 = -43965520.584848
  nChanged 1
		SP:Iteration 49Q (127184.770000 sec): 3 clusters
  Score: Raw -43971732.989405 + Penalty 6212.240830 = -43965520.748575
  nChanged 0
		SP:Iteration 50F (127187.130000 sec): 3 clusters
  Score: Raw -43971732.989405 + Penalty 6212.240830 = -43965520.748575
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (7426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127187.300000 sec): 2 clusters
  Score: Raw -1184634.698599 + Penalty 2210.360173 = -1182424.338426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127187.490000 sec): 3 clusters
  Score: Raw -1180825.197133 + Penalty 4420.720347 = -1176404.476787
  nChanged 3000
		SP:Iteration 1F (127187.670000 sec): 3 clusters
  Score: Raw -1182370.739584 + Penalty 4420.720347 = -1177950.019238
  nChanged 509
		SP:Iteration 2F (127187.850000 sec): 3 clusters
  Score: Raw -1182600.785901 + Penalty 4420.720347 = -1178180.065554
  nChanged 338
		SP:Iteration 3Q (127188.040000 sec): 3 clusters
  Score: Raw -1182759.701200 + Penalty 4420.720347 = -1178338.980853
  nChanged 253
		SP:Iteration 4Q (127188.220000 sec): 3 clusters
  Score: Raw -1182865.168790 + Penalty 4420.720347 = -1178444.448443
  nChanged 224
		SP:Iteration 5Q (127188.440000 sec): 3 clusters
  Score: Raw -1182948.682079 + Penalty 4420.720347 = -1178527.961732
  nChanged 177
		SP:Iteration 6Q (127188.620000 sec): 3 clusters
  Score: Raw -1183016.324306 + Penalty 4420.720347 = -1178595.603960
  nChanged 147
		SP:Iteration 7Q (127188.810000 sec): 3 clusters
  Score: Raw -1183062.173072 + Penalty 4420.720347 = -1178641.452725
  nChanged 143
		SP:Iteration 8Q (127188.990000 sec): 3 clusters
  Score: Raw -1183104.037568 + Penalty 4420.720347 = -1178683.317221
  nChanged 116
		SP:Iteration 9Q (127189.170000 sec): 3 clusters
  Score: Raw -1183139.048204 + Penalty 4420.720347 = -1178718.327857
  nChanged 98
		SP:Iteration 10Q (127189.350000 sec): 3 clusters
  Score: Raw -1183163.955151 + Penalty 4420.720347 = -1178743.234805
  nChanged 57
		SP:Iteration 11Q (127189.540000 sec): 3 clusters
  Score: Raw -1183182.825228 + Penalty 4420.720347 = -1178762.104881
  nChanged 78
		SP:Iteration 12Q (127189.720000 sec): 3 clusters
  Score: Raw -1183206.194640 + Penalty 4420.720347 = -1178785.474293
  nChanged 81
		SP:Iteration 13Q (127189.950000 sec): 3 clusters
  Score: Raw -1183226.841644 + Penalty 4420.720347 = -1178806.121297
  nChanged 64
		SP:Iteration 14Q (127190.170000 sec): 3 clusters
  Score: Raw -1183243.707966 + Penalty 4420.720347 = -1178822.987619
  nChanged 65
		SP:Iteration 15Q (127190.400000 sec): 3 clusters
  Score: Raw -1183260.822674 + Penalty 4420.720347 = -1178840.102327
  nChanged 67
		SP:Iteration 16Q (127190.580000 sec): 3 clusters
  Score: Raw -1183276.659533 + Penalty 4420.720347 = -1178855.939186
  nChanged 52
		SP:Iteration 17Q (127190.770000 sec): 3 clusters
  Score: Raw -1183287.119909 + Penalty 4420.720347 = -1178866.399562
  nChanged 46
		SP:Iteration 18Q (127190.950000 sec): 3 clusters
  Score: Raw -1183298.435598 + Penalty 4420.720347 = -1178877.715251
  nChanged 43
		SP:Iteration 19Q (127191.130000 sec): 3 clusters
  Score: Raw -1183308.681814 + Penalty 4420.720347 = -1178887.961468
  nChanged 36
		SP:Iteration 20F (127191.320000 sec): 3 clusters
  Score: Raw -1183315.170951 + Penalty 4420.720347 = -1178894.450604
  nChanged 37
		SP:Iteration 21Q (127191.500000 sec): 3 clusters
  Score: Raw -1183323.404909 + Penalty 4420.720347 = -1178902.684562
  nChanged 40
		SP:Iteration 22Q (127191.690000 sec): 3 clusters
  Score: Raw -1183331.683725 + Penalty 4420.720347 = -1178910.963378
  nChanged 32
		SP:Iteration 23Q (127191.870000 sec): 3 clusters
  Score: Raw -1183338.577430 + Penalty 4420.720347 = -1178917.857083
  nChanged 30
		SP:Iteration 24Q (127192.050000 sec): 3 clusters
  Score: Raw -1183343.740196 + Penalty 4420.720347 = -1178923.019849
  nChanged 24
		SP:Iteration 25Q (127192.230000 sec): 3 clusters
  Score: Raw -1183348.235428 + Penalty 4420.720347 = -1178927.515081
  nChanged 32
		SP:Iteration 26Q (127192.420000 sec): 3 clusters
  Score: Raw -1183352.834593 + Penalty 4420.720347 = -1178932.114246
  nChanged 28
		SP:Iteration 27Q (127192.610000 sec): 3 clusters
  Score: Raw -1183358.491403 + Penalty 4420.720347 = -1178937.771056
  nChanged 26
		SP:Iteration 28Q (127192.840000 sec): 3 clusters
  Score: Raw -1183363.692416 + Penalty 4420.720347 = -1178942.972069
  nChanged 35
		SP:Iteration 29Q (127193.060000 sec): 3 clusters
  Score: Raw -1183370.488121 + Penalty 4420.720347 = -1178949.767775
  nChanged 35
		SP:Iteration 30Q (127193.320000 sec): 3 clusters
  Score: Raw -1183377.910409 + Penalty 4420.720347 = -1178957.190063
  nChanged 48
		SP:Iteration 31Q (127193.510000 sec): 3 clusters
  Score: Raw -1183388.256955 + Penalty 4420.720347 = -1178967.536608
  nChanged 60
		SP:Iteration 32Q (127193.700000 sec): 3 clusters
  Score: Raw -1183402.730419 + Penalty 4420.720347 = -1178982.010072
  nChanged 60
		SP:Iteration 33Q (127193.880000 sec): 3 clusters
  Score: Raw -1183416.731319 + Penalty 4420.720347 = -1178996.010972
  nChanged 70
		SP:Iteration 34Q (127194.060000 sec): 3 clusters
  Score: Raw -1183433.382136 + Penalty 4420.720347 = -1179012.661789
  nChanged 80
		SP:Iteration 35Q (127194.250000 sec): 3 clusters
  Score: Raw -1183456.384273 + Penalty 4420.720347 = -1179035.663926
  nChanged 97
		SP:Iteration 36Q (127194.430000 sec): 3 clusters
  Score: Raw -1183484.282736 + Penalty 4420.720347 = -1179063.562389
  nChanged 112
		SP:Iteration 37Q (127194.610000 sec): 3 clusters
  Score: Raw -1183525.385647 + Penalty 4420.720347 = -1179104.665300
  nChanged 152
		SP:Iteration 38Q (127194.800000 sec): 3 clusters
  Score: Raw -1183590.982967 + Penalty 4420.720347 = -1179170.262620
  nChanged 187
		SP:Iteration 39Q (127194.980000 sec): 3 clusters
  Score: Raw -1183680.458605 + Penalty 4420.720347 = -1179259.738258
  nChanged 215
		SP:Iteration 40F (127195.160000 sec): 3 clusters
  Score: Raw -1183799.655542 + Penalty 4420.720347 = -1179378.935195
  nChanged 275
		SP:Iteration 41Q (127195.350000 sec): 3 clusters
  Score: Raw -1183966.585195 + Penalty 4420.720347 = -1179545.864848
  nChanged 269
		SP:Iteration 42Q (127195.540000 sec): 3 clusters
  Score: Raw -1184120.686305 + Penalty 4420.720347 = -1179699.965958
  nChanged 222
		SP:Iteration 43Q (127195.720000 sec): 3 clusters
  Score: Raw -1184263.849843 + Penalty 4420.720347 = -1179843.129496
  nChanged 200
		SP:Iteration 44Q (127195.900000 sec): 3 clusters
  Score: Raw -1184389.110146 + Penalty 4420.720347 = -1179968.389799
  nChanged 172
		SP:Iteration 45Q (127196.080000 sec): 3 clusters
  Score: Raw -1184490.944385 + Penalty 4420.720347 = -1180070.224038
  nChanged 148
		SP:Iteration 46Q (127196.260000 sec): 3 clusters
  Score: Raw -1184572.521123 + Penalty 4420.720347 = -1180151.800776
  nChanged 106
		SP:Iteration 47Q (127196.450000 sec): 3 clusters
  Score: Raw -1184636.586092 + Penalty 4420.720347 = -1180215.865745
  nChanged 83
		SP:Iteration 48Q (127196.640000 sec): 3 clusters
  Score: Raw -1184693.490479 + Penalty 4420.720347 = -1180272.770132
  nChanged 93
		SP:Iteration 49Q (127196.820000 sec): 3 clusters
  Score: Raw -1184758.459992 + Penalty 4420.720347 = -1180337.739645
  nChanged 79
		SP:Iteration 50Q (127197.000000 sec): 3 clusters
  Score: Raw -1184810.581922 + Penalty 4420.720347 = -1180389.861575
  nChanged 55
		SP:Iteration 51Q (127197.230000 sec): 3 clusters
  Score: Raw -1184849.651521 + Penalty 4420.720347 = -1180428.931174
  nChanged 47
		SP:Iteration 52Q (127197.420000 sec): 3 clusters
  Score: Raw -1184879.412051 + Penalty 4420.720347 = -1180458.691704
  nChanged 38
		SP:Iteration 53Q (127197.600000 sec): 3 clusters
  Score: Raw -1184903.774203 + Penalty 4420.720347 = -1180483.053856
  nChanged 30
		SP:Iteration 54Q (127197.780000 sec): 3 clusters
  Score: Raw -1184920.951948 + Penalty 4420.720347 = -1180500.231601
  nChanged 19
		SP:Iteration 55Q (127197.970000 sec): 3 clusters
  Score: Raw -1184931.988681 + Penalty 4420.720347 = -1180511.268334
  nChanged 12
		SP:Iteration 56Q (127198.150000 sec): 3 clusters
  Score: Raw -1184940.951321 + Penalty 4420.720347 = -1180520.230975
  nChanged 14
		SP:Iteration 57Q (127198.330000 sec): 3 clusters
  Score: Raw -1184948.294284 + Penalty 4420.720347 = -1180527.573937
  nChanged 2
		SP:Iteration 58Q (127198.520000 sec): 3 clusters
  Score: Raw -1184948.956929 + Penalty 4420.720347 = -1180528.236582
  nChanged 2
		SP:Iteration 59Q (127198.700000 sec): 3 clusters
  Score: Raw -1184950.154195 + Penalty 4420.720347 = -1180529.433848
  nChanged 5
		SP:Iteration 60F (127198.880000 sec): 3 clusters
  Score: Raw -1184953.596043 + Penalty 4420.720347 = -1180532.875697
  nChanged 6
		SP:Iteration 61Q (127199.070000 sec): 3 clusters
  Score: Raw -1184956.628472 + Penalty 4420.720347 = -1180535.908126
  nChanged 4
		SP:Iteration 62Q (127199.250000 sec): 3 clusters
  Score: Raw -1184958.850406 + Penalty 4420.720347 = -1180538.130059
  nChanged 3
		SP:Iteration 63Q (127199.430000 sec): 3 clusters
  Score: Raw -1184960.633114 + Penalty 4420.720347 = -1180539.912767
  nChanged 5
		SP:Iteration 64Q (127199.620000 sec): 3 clusters
  Score: Raw -1184964.002452 + Penalty 4420.720347 = -1180543.282105
  nChanged 9
		SP:Iteration 65Q (127199.800000 sec): 3 clusters
  Score: Raw -1184968.538060 + Penalty 4420.720347 = -1180547.817714
  nChanged 7
		SP:Iteration 66Q (127199.980000 sec): 3 clusters
  Score: Raw -1184971.630000 + Penalty 4420.720347 = -1180550.909653
  nChanged 6
		SP:Iteration 67Q (127200.170000 sec): 3 clusters
  Score: Raw -1184974.595849 + Penalty 4420.720347 = -1180553.875502
  nChanged 5
		SP:Iteration 68Q (127200.350000 sec): 3 clusters
  Score: Raw -1184977.965606 + Penalty 4420.720347 = -1180557.245259
  nChanged 5
		SP:Iteration 69Q (127200.530000 sec): 3 clusters
  Score: Raw -1184980.263529 + Penalty 4420.720347 = -1180559.543182
  nChanged 8
		SP:Iteration 70Q (127200.720000 sec): 3 clusters
  Score: Raw -1184984.543566 + Penalty 4420.720347 = -1180563.823219
  nChanged 10
		SP:Iteration 71Q (127200.900000 sec): 3 clusters
  Score: Raw -1184989.995721 + Penalty 4420.720347 = -1180569.275374
  nChanged 8
		SP:Iteration 72Q (127201.080000 sec): 3 clusters
  Score: Raw -1184993.662063 + Penalty 4420.720347 = -1180572.941716
  nChanged 7
		SP:Iteration 73Q (127201.270000 sec): 3 clusters
  Score: Raw -1184997.124390 + Penalty 4420.720347 = -1180576.404044
  nChanged 7
		SP:Iteration 74Q (127201.450000 sec): 3 clusters
  Score: Raw -1185001.423622 + Penalty 4420.720347 = -1180580.703275
  nChanged 7
		SP:Iteration 75Q (127201.670000 sec): 3 clusters
  Score: Raw -1185004.315894 + Penalty 4420.720347 = -1180583.595547
  nChanged 4
		SP:Iteration 76Q (127201.900000 sec): 3 clusters
  Score: Raw -1185006.510958 + Penalty 4420.720347 = -1180585.790611
  nChanged 7
		SP:Iteration 77Q (127202.080000 sec): 3 clusters
  Score: Raw -1185010.013026 + Penalty 4420.720347 = -1180589.292679
  nChanged 5
		SP:Iteration 78Q (127202.270000 sec): 3 clusters
  Score: Raw -1185012.596181 + Penalty 4420.720347 = -1180591.875834
  nChanged 4
		SP:Iteration 79Q (127202.450000 sec): 3 clusters
  Score: Raw -1185014.791343 + Penalty 4420.720347 = -1180594.070996
  nChanged 1
		SP:Iteration 80F (127202.630000 sec): 3 clusters
  Score: Raw -1185015.282065 + Penalty 4420.720347 = -1180594.561718
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (92909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127203.300000 sec): 2 clusters
  Score: Raw -14975587.506139 + Penalty 2836.965198 = -14972750.540941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127204.130000 sec): 3 clusters
  Score: Raw -14916048.973242 + Penalty 5673.930396 = -14910375.042846
  nChanged 43945
		SP:Iteration 1F (127204.960000 sec): 3 clusters
  Score: Raw -14942164.020112 + Penalty 5673.930396 = -14936490.089716
  nChanged 3994
		SP:Iteration 2Q (127205.910000 sec): 3 clusters
  Score: Raw -14943602.009203 + Penalty 5673.930396 = -14937928.078807
  nChanged 4566
		SP:Iteration 3Q (127206.900000 sec): 3 clusters
  Score: Raw -14945656.903416 + Penalty 5673.930396 = -14939982.973020
  nChanged 5412
		SP:Iteration 4F (127207.760000 sec): 3 clusters
  Score: Raw -14948563.614443 + Penalty 5673.930396 = -14942889.684047
  nChanged 6152
		SP:Iteration 5F (127208.680000 sec): 3 clusters
  Score: Raw -14952020.110271 + Penalty 5673.930396 = -14946346.179875
  nChanged 6151
		SP:Iteration 6F (127209.550000 sec): 3 clusters
  Score: Raw -14955344.822911 + Penalty 5673.930396 = -14949670.892515
  nChanged 5471
		SP:Iteration 7F (127210.380000 sec): 3 clusters
  Score: Raw -14957978.834863 + Penalty 5673.930396 = -14952304.904467
  nChanged 4394
		SP:Iteration 8Q (127211.210000 sec): 3 clusters
  Score: Raw -14959741.340984 + Penalty 5673.930396 = -14954067.410588
  nChanged 3284
		SP:Iteration 9Q (127212.100000 sec): 3 clusters
  Score: Raw -14960847.870904 + Penalty 5673.930396 = -14955173.940508
  nChanged 2627
		SP:Iteration 10Q (127212.880000 sec): 3 clusters
  Score: Raw -14961748.027855 + Penalty 5673.930396 = -14956074.097458
  nChanged 2435
		SP:Iteration 11Q (127213.840000 sec): 3 clusters
  Score: Raw -14962642.607742 + Penalty 5673.930396 = -14956968.677346
  nChanged 2461
		SP:Iteration 12Q (127214.730000 sec): 3 clusters
  Score: Raw -14963634.978950 + Penalty 5673.930396 = -14957961.048554
  nChanged 2562
		SP:Iteration 13Q (127215.760000 sec): 3 clusters
  Score: Raw -14964806.104322 + Penalty 5673.930396 = -14959132.173926
  nChanged 2642
		SP:Iteration 14Q (127216.630000 sec): 3 clusters
  Score: Raw -14966162.754394 + Penalty 5673.930396 = -14960488.823998
  nChanged 2726
		SP:Iteration 15Q (127217.500000 sec): 3 clusters
  Score: Raw -14967723.830648 + Penalty 5673.930396 = -14962049.900252
  nChanged 2648
		SP:Iteration 16Q (127218.430000 sec): 3 clusters
  Score: Raw -14969391.260514 + Penalty 5673.930396 = -14963717.330118
  nChanged 2395
		SP:Iteration 17Q (127219.350000 sec): 3 clusters
  Score: Raw -14970983.097935 + Penalty 5673.930396 = -14965309.167539
  nChanged 1966
		SP:Iteration 18Q (127220.280000 sec): 3 clusters
  Score: Raw -14972312.634779 + Penalty 5673.930396 = -14966638.704383
  nChanged 1568
		SP:Iteration 19Q (127221.150000 sec): 3 clusters
  Score: Raw -14973334.571696 + Penalty 5673.930396 = -14967660.641300
  nChanged 1157
		SP:Iteration 20F (127222.010000 sec): 3 clusters
  Score: Raw -14974063.778248 + Penalty 5673.930396 = -14968389.847852
  nChanged 870
		SP:Iteration 21Q (127222.860000 sec): 3 clusters
  Score: Raw -14974615.300615 + Penalty 5673.930396 = -14968941.370219
  nChanged 607
		SP:Iteration 22Q (127223.680000 sec): 3 clusters
  Score: Raw -14975011.998070 + Penalty 5673.930396 = -14969338.067673
  nChanged 428
		SP:Iteration 23Q (127224.440000 sec): 3 clusters
  Score: Raw -14975266.076918 + Penalty 5673.930396 = -14969592.146522
  nChanged 285
		SP:Iteration 24Q (127225.180000 sec): 3 clusters
  Score: Raw -14975433.544726 + Penalty 5673.930396 = -14969759.614330
  nChanged 219
		SP:Iteration 25Q (127226.000000 sec): 3 clusters
  Score: Raw -14975564.914502 + Penalty 5673.930396 = -14969890.984106
  nChanged 154
		SP:Iteration 26Q (127226.750000 sec): 3 clusters
  Score: Raw -14975650.932292 + Penalty 5673.930396 = -14969977.001896
  nChanged 110
		SP:Iteration 27Q (127227.490000 sec): 3 clusters
  Score: Raw -14975719.702223 + Penalty 5673.930396 = -14970045.771827
  nChanged 81
		SP:Iteration 28Q (127228.160000 sec): 3 clusters
  Score: Raw -14975767.337283 + Penalty 5673.930396 = -14970093.406887
  nChanged 68
		SP:Iteration 29Q (127228.870000 sec): 3 clusters
  Score: Raw -14975806.314229 + Penalty 5673.930396 = -14970132.383833
  nChanged 58
		SP:Iteration 30Q (127229.620000 sec): 3 clusters
  Score: Raw -14975839.245990 + Penalty 5673.930396 = -14970165.315594
  nChanged 48
		SP:Iteration 31Q (127230.340000 sec): 3 clusters
  Score: Raw -14975866.614393 + Penalty 5673.930396 = -14970192.683997
  nChanged 33
		SP:Iteration 32Q (127231.170000 sec): 3 clusters
  Score: Raw -14975887.352588 + Penalty 5673.930396 = -14970213.422192
  nChanged 34
		SP:Iteration 33Q (127232.050000 sec): 3 clusters
  Score: Raw -14975910.509176 + Penalty 5673.930396 = -14970236.578780
  nChanged 37
		SP:Iteration 34Q (127232.760000 sec): 3 clusters
  Score: Raw -14975930.244903 + Penalty 5673.930396 = -14970256.314507
  nChanged 24
		SP:Iteration 35Q (127233.510000 sec): 3 clusters
  Score: Raw -14975947.016719 + Penalty 5673.930396 = -14970273.086323
  nChanged 21
		SP:Iteration 36Q (127234.160000 sec): 3 clusters
  Score: Raw -14975959.332987 + Penalty 5673.930396 = -14970285.402591
  nChanged 20
		SP:Iteration 37Q (127234.950000 sec): 3 clusters
  Score: Raw -14975973.929369 + Penalty 5673.930396 = -14970299.998972
  nChanged 15
		SP:Iteration 38Q (127235.770000 sec): 3 clusters
  Score: Raw -14975982.935745 + Penalty 5673.930396 = -14970309.005349
  nChanged 19
		SP:Iteration 39Q (127236.580000 sec): 3 clusters
  Score: Raw -14975997.962481 + Penalty 5673.930396 = -14970324.032085
  nChanged 16
		SP:Iteration 40F (127237.550000 sec): 3 clusters
  Score: Raw -14976009.784766 + Penalty 5673.930396 = -14970335.854370
  nChanged 12
		SP:Iteration 41Q (127238.380000 sec): 3 clusters
  Score: Raw -14976018.848462 + Penalty 5673.930396 = -14970344.918066
  nChanged 8
		SP:Iteration 42Q (127239.200000 sec): 3 clusters
  Score: Raw -14976022.997516 + Penalty 5673.930396 = -14970349.067120
  nChanged 5
		SP:Iteration 43Q (127240.040000 sec): 3 clusters
  Score: Raw -14976026.577929 + Penalty 5673.930396 = -14970352.647533
  nChanged 7
		SP:Iteration 44Q (127240.840000 sec): 3 clusters
  Score: Raw -14976030.573079 + Penalty 5673.930396 = -14970356.642683
  nChanged 4
		SP:Iteration 45Q (127241.640000 sec): 3 clusters
  Score: Raw -14976033.496596 + Penalty 5673.930396 = -14970359.566200
  nChanged 4
		SP:Iteration 46Q (127242.490000 sec): 3 clusters
  Score: Raw -14976036.687641 + Penalty 5673.930396 = -14970362.757244
  nChanged 3
		SP:Iteration 47Q (127243.290000 sec): 3 clusters
  Score: Raw -14976038.548339 + Penalty 5673.930396 = -14970364.617943
  nChanged 2
		SP:Iteration 48Q (127244.140000 sec): 3 clusters
  Score: Raw -14976039.479472 + Penalty 5673.930396 = -14970365.549076
  nChanged 0
		SP:Iteration 49F (127245.070000 sec): 3 clusters
  Score: Raw -14976039.479472 + Penalty 5673.930396 = -14970365.549076
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (5184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127245.140000 sec): 2 clusters
  Score: Raw -784099.481868 + Penalty 2121.226395 = -781978.255473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127245.350000 sec): 3 clusters
  Score: Raw -781573.952870 + Penalty 4242.452790 = -777331.500080
  nChanged 2039
		SP:Iteration 1F (127245.510000 sec): 3 clusters
  Score: Raw -782833.101338 + Penalty 4242.452790 = -778590.648548
  nChanged 443
		SP:Iteration 2F (127245.650000 sec): 3 clusters
  Score: Raw -783183.440496 + Penalty 4242.452790 = -778940.987706
  nChanged 358
		SP:Iteration 3F (127245.850000 sec): 3 clusters
  Score: Raw -783538.269360 + Penalty 4242.452790 = -779295.816570
  nChanged 350
		SP:Iteration 4F (127246.030000 sec): 3 clusters
  Score: Raw -783860.316495 + Penalty 4242.452790 = -779617.863704
  nChanged 316
		SP:Iteration 5F (127246.190000 sec): 3 clusters
  Score: Raw -784121.709871 + Penalty 4242.452790 = -779879.257081
  nChanged 263
		SP:Iteration 6F (127246.350000 sec): 3 clusters
  Score: Raw -784329.479685 + Penalty 4242.452790 = -780087.026895
  nChanged 199
		SP:Iteration 7Q (127246.510000 sec): 3 clusters
  Score: Raw -784487.508759 + Penalty 4242.452790 = -780245.055969
  nChanged 168
		SP:Iteration 8Q (127246.710000 sec): 3 clusters
  Score: Raw -784615.927179 + Penalty 4242.452790 = -780373.474389
  nChanged 119
		SP:Iteration 9Q (127246.910000 sec): 3 clusters
  Score: Raw -784711.508634 + Penalty 4242.452790 = -780469.055844
  nChanged 96
		SP:Iteration 10Q (127247.110000 sec): 3 clusters
  Score: Raw -784785.005418 + Penalty 4242.452790 = -780542.552628
  nChanged 78
		SP:Iteration 11Q (127247.310000 sec): 3 clusters
  Score: Raw -784843.056795 + Penalty 4242.452790 = -780600.604005
  nChanged 65
		SP:Iteration 12Q (127247.470000 sec): 3 clusters
  Score: Raw -784886.987840 + Penalty 4242.452790 = -780644.535050
  nChanged 39
		SP:Iteration 13Q (127247.670000 sec): 3 clusters
  Score: Raw -784913.961406 + Penalty 4242.452790 = -780671.508616
  nChanged 37
		SP:Iteration 14Q (127247.870000 sec): 3 clusters
  Score: Raw -784937.982267 + Penalty 4242.452790 = -780695.529477
  nChanged 24
		SP:Iteration 15Q (127248.080000 sec): 3 clusters
  Score: Raw -784955.546836 + Penalty 4242.452790 = -780713.094046
  nChanged 23
		SP:Iteration 16Q (127248.280000 sec): 3 clusters
  Score: Raw -784969.276266 + Penalty 4242.452790 = -780726.823476
  nChanged 10
		SP:Iteration 17Q (127248.530000 sec): 3 clusters
  Score: Raw -784973.832415 + Penalty 4242.452790 = -780731.379624
  nChanged 3
		SP:Iteration 18Q (127248.690000 sec): 3 clusters
  Score: Raw -784975.052230 + Penalty 4242.452790 = -780732.599440
  nChanged 2
		SP:Iteration 19Q (127248.890000 sec): 3 clusters
  Score: Raw -784975.990471 + Penalty 4242.452790 = -780733.537681
  nChanged 1
		SP:Iteration 20F (127249.050000 sec): 3 clusters
  Score: Raw -784976.175326 + Penalty 4242.452790 = -780733.722535
  nChanged 1
		SP:Iteration 21Q (127249.260000 sec): 3 clusters
  Score: Raw -784976.375735 + Penalty 4242.452790 = -780733.922945
  nChanged 0
		SP:Iteration 22F (127249.430000 sec): 3 clusters
  Score: Raw -784976.375735 + Penalty 4242.452790 = -780733.922945
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (6369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127249.590000 sec): 2 clusters
  Score: Raw -992881.173698 + Penalty 2172.281042 = -990708.892656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127249.790000 sec): 3 clusters
  Score: Raw -989683.082163 + Penalty 4344.562084 = -985338.520079
  nChanged 2539
		SP:Iteration 1F (127250.090000 sec): 3 clusters
  Score: Raw -991134.220666 + Penalty 4344.562084 = -986789.658582
  nChanged 502
		SP:Iteration 2F (127250.320000 sec): 3 clusters
  Score: Raw -991489.138816 + Penalty 4344.562084 = -987144.576732
  nChanged 392
		SP:Iteration 3F (127250.560000 sec): 3 clusters
  Score: Raw -991746.176294 + Penalty 4344.562084 = -987401.614209
  nChanged 333
		SP:Iteration 4F (127250.740000 sec): 3 clusters
  Score: Raw -991964.475670 + Penalty 4344.562084 = -987619.913586
  nChanged 285
		SP:Iteration 5Q (127251.030000 sec): 3 clusters
  Score: Raw -992144.176212 + Penalty 4344.562084 = -987799.614128
  nChanged 249
		SP:Iteration 6Q (127251.260000 sec): 3 clusters
  Score: Raw -992287.537181 + Penalty 4344.562084 = -987942.975097
  nChanged 228
		SP:Iteration 7Q (127251.470000 sec): 3 clusters
  Score: Raw -992417.305369 + Penalty 4344.562084 = -988072.743284
  nChanged 193
		SP:Iteration 8Q (127251.680000 sec): 3 clusters
  Score: Raw -992544.525996 + Penalty 4344.562084 = -988199.963912
  nChanged 194
		SP:Iteration 9Q (127251.950000 sec): 3 clusters
  Score: Raw -992670.970651 + Penalty 4344.562084 = -988326.408567
  nChanged 174
		SP:Iteration 10Q (127252.230000 sec): 3 clusters
  Score: Raw -992794.132261 + Penalty 4344.562084 = -988449.570177
  nChanged 178
		SP:Iteration 11Q (127252.490000 sec): 3 clusters
  Score: Raw -992920.176696 + Penalty 4344.562084 = -988575.614612
  nChanged 171
		SP:Iteration 12Q (127252.720000 sec): 3 clusters
  Score: Raw -993043.624911 + Penalty 4344.562084 = -988699.062827
  nChanged 168
		SP:Iteration 13Q (127252.890000 sec): 3 clusters
  Score: Raw -993197.758300 + Penalty 4344.562084 = -988853.196216
  nChanged 183
		SP:Iteration 14Q (127253.150000 sec): 3 clusters
  Score: Raw -993407.149826 + Penalty 4344.562084 = -989062.587742
  nChanged 191
		SP:Iteration 15Q (127253.370000 sec): 3 clusters
  Score: Raw -993598.556999 + Penalty 4344.562084 = -989253.994915
  nChanged 178
		SP:Iteration 16Q (127253.620000 sec): 3 clusters
  Score: Raw -993765.378772 + Penalty 4344.562084 = -989420.816688
  nChanged 167
		SP:Iteration 17Q (127253.850000 sec): 3 clusters
  Score: Raw -993886.662050 + Penalty 4344.562084 = -989542.099966
  nChanged 136
		SP:Iteration 18Q (127254.070000 sec): 3 clusters
  Score: Raw -993970.450546 + Penalty 4344.562084 = -989625.888462
  nChanged 111
		SP:Iteration 19Q (127254.280000 sec): 3 clusters
  Score: Raw -994030.233946 + Penalty 4344.562084 = -989685.671862
  nChanged 96
		SP:Iteration 20F (127254.510000 sec): 3 clusters
  Score: Raw -994069.877595 + Penalty 4344.562084 = -989725.315511
  nChanged 62
		SP:Iteration 21Q (127254.680000 sec): 3 clusters
  Score: Raw -994097.036723 + Penalty 4344.562084 = -989752.474639
  nChanged 54
		SP:Iteration 22Q (127254.950000 sec): 3 clusters
  Score: Raw -994114.787931 + Penalty 4344.562084 = -989770.225847
  nChanged 34
		SP:Iteration 23Q (127255.240000 sec): 3 clusters
  Score: Raw -994125.959651 + Penalty 4344.562084 = -989781.397567
  nChanged 34
		SP:Iteration 24Q (127255.490000 sec): 3 clusters
  Score: Raw -994136.093938 + Penalty 4344.562084 = -989791.531854
  nChanged 20
		SP:Iteration 25Q (127255.760000 sec): 3 clusters
  Score: Raw -994142.880165 + Penalty 4344.562084 = -989798.318081
  nChanged 21
		SP:Iteration 26Q (127256.030000 sec): 3 clusters
  Score: Raw -994148.732930 + Penalty 4344.562084 = -989804.170846
  nChanged 22
		SP:Iteration 27Q (127256.280000 sec): 3 clusters
  Score: Raw -994154.994995 + Penalty 4344.562084 = -989810.432911
  nChanged 31
		SP:Iteration 28Q (127256.440000 sec): 3 clusters
  Score: Raw -994164.390484 + Penalty 4344.562084 = -989819.828400
  nChanged 25
		SP:Iteration 29Q (127256.690000 sec): 3 clusters
  Score: Raw -994172.786793 + Penalty 4344.562084 = -989828.224709
  nChanged 31
		SP:Iteration 30Q (127256.890000 sec): 3 clusters
  Score: Raw -994184.417943 + Penalty 4344.562084 = -989839.855859
  nChanged 35
		SP:Iteration 31Q (127257.110000 sec): 3 clusters
  Score: Raw -994195.436319 + Penalty 4344.562084 = -989850.874235
  nChanged 24
		SP:Iteration 32Q (127257.300000 sec): 3 clusters
  Score: Raw -994202.879173 + Penalty 4344.562084 = -989858.317088
  nChanged 28
		SP:Iteration 33Q (127257.450000 sec): 3 clusters
  Score: Raw -994215.295795 + Penalty 4344.562084 = -989870.733711
  nChanged 28
		SP:Iteration 34Q (127257.670000 sec): 3 clusters
  Score: Raw -994225.951596 + Penalty 4344.562084 = -989881.389512
  nChanged 28
		SP:Iteration 35Q (127257.890000 sec): 3 clusters
  Score: Raw -994234.378625 + Penalty 4344.562084 = -989889.816541
  nChanged 22
		SP:Iteration 36Q (127258.100000 sec): 3 clusters
  Score: Raw -994241.680379 + Penalty 4344.562084 = -989897.118295
  nChanged 21
		SP:Iteration 37Q (127258.350000 sec): 3 clusters
  Score: Raw -994249.374578 + Penalty 4344.562084 = -989904.812494
  nChanged 19
		SP:Iteration 38Q (127258.630000 sec): 3 clusters
  Score: Raw -994254.906551 + Penalty 4344.562084 = -989910.344467
  nChanged 16
		SP:Iteration 39Q (127258.870000 sec): 3 clusters
  Score: Raw -994260.250760 + Penalty 4344.562084 = -989915.688676
  nChanged 13
		SP:Iteration 40F (127259.160000 sec): 3 clusters
  Score: Raw -994264.013148 + Penalty 4344.562084 = -989919.451064
  nChanged 19
		SP:Iteration 41Q (127259.390000 sec): 3 clusters
  Score: Raw -994271.615014 + Penalty 4344.562084 = -989927.052930
  nChanged 26
		SP:Iteration 42Q (127259.590000 sec): 3 clusters
  Score: Raw -994282.958876 + Penalty 4344.562084 = -989938.396791
  nChanged 29
		SP:Iteration 43Q (127259.820000 sec): 3 clusters
  Score: Raw -994293.956923 + Penalty 4344.562084 = -989949.394839
  nChanged 25
		SP:Iteration 44Q (127259.980000 sec): 3 clusters
  Score: Raw -994302.503016 + Penalty 4344.562084 = -989957.940932
  nChanged 26
		SP:Iteration 45Q (127260.190000 sec): 3 clusters
  Score: Raw -994311.505952 + Penalty 4344.562084 = -989966.943868
  nChanged 27
		SP:Iteration 46Q (127260.400000 sec): 3 clusters
  Score: Raw -994322.340929 + Penalty 4344.562084 = -989977.778845
  nChanged 29
		SP:Iteration 47Q (127260.610000 sec): 3 clusters
  Score: Raw -994332.768224 + Penalty 4344.562084 = -989988.206140
  nChanged 27
		SP:Iteration 48Q (127260.810000 sec): 3 clusters
  Score: Raw -994343.181237 + Penalty 4344.562084 = -989998.619153
  nChanged 26
		SP:Iteration 49Q (127260.930000 sec): 3 clusters
  Score: Raw -994354.365041 + Penalty 4344.562084 = -990009.802957
  nChanged 23
		SP:Iteration 50Q (127261.170000 sec): 3 clusters
  Score: Raw -994362.877928 + Penalty 4344.562084 = -990018.315844
  nChanged 24
		SP:Iteration 51Q (127261.330000 sec): 3 clusters
  Score: Raw -994370.356754 + Penalty 4344.562084 = -990025.794670
  nChanged 17
		SP:Iteration 52Q (127261.540000 sec): 3 clusters
  Score: Raw -994376.149407 + Penalty 4344.562084 = -990031.587323
  nChanged 21
		SP:Iteration 53Q (127261.790000 sec): 3 clusters
  Score: Raw -994382.776379 + Penalty 4344.562084 = -990038.214295
  nChanged 24
		SP:Iteration 54Q (127261.990000 sec): 3 clusters
  Score: Raw -994389.916703 + Penalty 4344.562084 = -990045.354619
  nChanged 20
		SP:Iteration 55Q (127262.220000 sec): 3 clusters
  Score: Raw -994396.017450 + Penalty 4344.562084 = -990051.455366
  nChanged 17
		SP:Iteration 56Q (127262.430000 sec): 3 clusters
  Score: Raw -994400.995656 + Penalty 4344.562084 = -990056.433572
  nChanged 20
		SP:Iteration 57Q (127262.650000 sec): 3 clusters
  Score: Raw -994407.842393 + Penalty 4344.562084 = -990063.280308
  nChanged 22
		SP:Iteration 58Q (127262.850000 sec): 3 clusters
  Score: Raw -994415.181716 + Penalty 4344.562084 = -990070.619632
  nChanged 24
		SP:Iteration 59Q (127263.080000 sec): 3 clusters
  Score: Raw -994424.771306 + Penalty 4344.562084 = -990080.209221
  nChanged 25
		SP:Iteration 60F (127263.250000 sec): 3 clusters
  Score: Raw -994433.829082 + Penalty 4344.562084 = -990089.266997
  nChanged 24
		SP:Iteration 61Q (127263.360000 sec): 3 clusters
  Score: Raw -994441.764907 + Penalty 4344.562084 = -990097.202823
  nChanged 19
		SP:Iteration 62Q (127263.610000 sec): 3 clusters
  Score: Raw -994447.327898 + Penalty 4344.562084 = -990102.765814
  nChanged 8
		SP:Iteration 63Q (127263.820000 sec): 3 clusters
  Score: Raw -994449.306628 + Penalty 4344.562084 = -990104.744544
  nChanged 7
		SP:Iteration 64Q (127264.020000 sec): 3 clusters
  Score: Raw -994450.895131 + Penalty 4344.562084 = -990106.333047
  nChanged 5
		SP:Iteration 65Q (127264.270000 sec): 3 clusters
  Score: Raw -994451.883594 + Penalty 4344.562084 = -990107.321510
  nChanged 4
		SP:Iteration 66Q (127264.480000 sec): 3 clusters
  Score: Raw -994452.760421 + Penalty 4344.562084 = -990108.198337
  nChanged 4
		SP:Iteration 67Q (127264.700000 sec): 3 clusters
  Score: Raw -994453.570909 + Penalty 4344.562084 = -990109.008825
  nChanged 1
		SP:Iteration 68Q (127264.990000 sec): 3 clusters
  Score: Raw -994453.769050 + Penalty 4344.562084 = -990109.206966
  nChanged 0
		SP:Iteration 69F (127265.190000 sec): 3 clusters
  Score: Raw -994453.769050 + Penalty 4344.562084 = -990109.206966
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (18931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127265.420000 sec): 2 clusters
  Score: Raw -3115847.797223 + Penalty 2442.441905 = -3113405.355318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127265.790000 sec): 3 clusters
  Score: Raw -3104958.189444 + Penalty 4884.883810 = -3100073.305634
  nChanged 8250
		SP:Iteration 1F (127266.060000 sec): 3 clusters
  Score: Raw -3109289.042582 + Penalty 4884.883810 = -3104404.158772
  nChanged 958
		SP:Iteration 2F (127266.430000 sec): 3 clusters
  Score: Raw -3109620.119436 + Penalty 4884.883810 = -3104735.235626
  nChanged 789
		SP:Iteration 3Q (127266.820000 sec): 3 clusters
  Score: Raw -3109864.813040 + Penalty 4884.883810 = -3104979.929230
  nChanged 641
		SP:Iteration 4Q (127267.090000 sec): 3 clusters
  Score: Raw -3110040.924055 + Penalty 4884.883810 = -3105156.040245
  nChanged 558
		SP:Iteration 5Q (127267.480000 sec): 3 clusters
  Score: Raw -3110193.566588 + Penalty 4884.883810 = -3105308.682777
  nChanged 505
		SP:Iteration 6Q (127267.840000 sec): 3 clusters
  Score: Raw -3110326.069162 + Penalty 4884.883810 = -3105441.185352
  nChanged 479
		SP:Iteration 7Q (127268.210000 sec): 3 clusters
  Score: Raw -3110463.081522 + Penalty 4884.883810 = -3105578.197712
  nChanged 490
		SP:Iteration 8Q (127268.580000 sec): 3 clusters
  Score: Raw -3110616.393619 + Penalty 4884.883810 = -3105731.509809
  nChanged 550
		SP:Iteration 9Q (127268.920000 sec): 3 clusters
  Score: Raw -3110808.645821 + Penalty 4884.883810 = -3105923.762011
  nChanged 633
		SP:Iteration 10Q (127269.260000 sec): 3 clusters
  Score: Raw -3111074.473589 + Penalty 4884.883810 = -3106189.589779
  nChanged 771
		SP:Iteration 11Q (127269.590000 sec): 3 clusters
  Score: Raw -3111478.796410 + Penalty 4884.883810 = -3106593.912600
  nChanged 922
		SP:Iteration 12Q (127269.990000 sec): 3 clusters
  Score: Raw -3112030.543928 + Penalty 4884.883810 = -3107145.660117
  nChanged 999
		SP:Iteration 13F (127270.280000 sec): 3 clusters
  Score: Raw -3112707.054623 + Penalty 4884.883810 = -3107822.170813
  nChanged 1035
		SP:Iteration 14F (127270.640000 sec): 3 clusters
  Score: Raw -3113504.922538 + Penalty 4884.883810 = -3108620.038728
  nChanged 941
		SP:Iteration 15Q (127271.020000 sec): 3 clusters
  Score: Raw -3114308.166437 + Penalty 4884.883810 = -3109423.282627
  nChanged 753
		SP:Iteration 16Q (127271.410000 sec): 3 clusters
  Score: Raw -3114981.386989 + Penalty 4884.883810 = -3110096.503178
  nChanged 513
		SP:Iteration 17Q (127271.780000 sec): 3 clusters
  Score: Raw -3115460.824818 + Penalty 4884.883810 = -3110575.941008
  nChanged 275
		SP:Iteration 18Q (127272.110000 sec): 3 clusters
  Score: Raw -3115725.422054 + Penalty 4884.883810 = -3110840.538244
  nChanged 153
		SP:Iteration 19Q (127272.450000 sec): 3 clusters
  Score: Raw -3115889.043170 + Penalty 4884.883810 = -3111004.159360
  nChanged 82
		SP:Iteration 20F (127272.790000 sec): 3 clusters
  Score: Raw -3115986.690755 + Penalty 4884.883810 = -3111101.806945
  nChanged 51
		SP:Iteration 21Q (127273.140000 sec): 3 clusters
  Score: Raw -3116047.716853 + Penalty 4884.883810 = -3111162.833043
  nChanged 25
		SP:Iteration 22Q (127273.450000 sec): 3 clusters
  Score: Raw -3116083.429411 + Penalty 4884.883810 = -3111198.545601
  nChanged 19
		SP:Iteration 23Q (127273.780000 sec): 3 clusters
  Score: Raw -3116112.325497 + Penalty 4884.883810 = -3111227.441687
  nChanged 14
		SP:Iteration 24Q (127274.050000 sec): 3 clusters
  Score: Raw -3116128.097005 + Penalty 4884.883810 = -3111243.213194
  nChanged 10
		SP:Iteration 25Q (127274.300000 sec): 3 clusters
  Score: Raw -3116139.451609 + Penalty 4884.883810 = -3111254.567799
  nChanged 6
		SP:Iteration 26Q (127274.620000 sec): 3 clusters
  Score: Raw -3116144.509322 + Penalty 4884.883810 = -3111259.625512
  nChanged 2
		SP:Iteration 27Q (127274.940000 sec): 3 clusters
  Score: Raw -3116146.372385 + Penalty 4884.883810 = -3111261.488575
  nChanged 1
		SP:Iteration 28Q (127275.230000 sec): 3 clusters
  Score: Raw -3116147.393378 + Penalty 4884.883810 = -3111262.509568
  nChanged 2
		SP:Iteration 29Q (127275.520000 sec): 3 clusters
  Score: Raw -3116149.309205 + Penalty 4884.883810 = -3111264.425395
  nChanged 2
		SP:Iteration 30Q (127275.760000 sec): 3 clusters
  Score: Raw -3116151.318289 + Penalty 4884.883810 = -3111266.434479
  nChanged 2
		SP:Iteration 31Q (127276.100000 sec): 3 clusters
  Score: Raw -3116153.857375 + Penalty 4884.883810 = -3111268.973565
  nChanged 3
		SP:Iteration 32Q (127276.350000 sec): 3 clusters
  Score: Raw -3116156.208933 + Penalty 4884.883810 = -3111271.325123
  nChanged 3
		SP:Iteration 33Q (127276.620000 sec): 3 clusters
  Score: Raw -3116158.822079 + Penalty 4884.883810 = -3111273.938269
  nChanged 1
		SP:Iteration 34Q (127276.890000 sec): 3 clusters
  Score: Raw -3116161.554285 + Penalty 4884.883810 = -3111276.670474
  nChanged 0
		SP:Iteration 35F (127277.200000 sec): 3 clusters
  Score: Raw -3116161.554285 + Penalty 4884.883810 = -3111276.670474
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (18953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127277.410000 sec): 2 clusters
  Score: Raw -3036429.721369 + Penalty 2442.729942 = -3033986.991426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127277.690000 sec): 3 clusters
  Score: Raw -3025436.482435 + Penalty 4885.459885 = -3020551.022551
  nChanged 8359
		SP:Iteration 1F (127278.070000 sec): 3 clusters
  Score: Raw -3029864.840894 + Penalty 4885.459885 = -3024979.381009
  nChanged 1046
		SP:Iteration 2F (127278.300000 sec): 3 clusters
  Score: Raw -3030315.959039 + Penalty 4885.459885 = -3025430.499154
  nChanged 984
		SP:Iteration 3F (127278.660000 sec): 3 clusters
  Score: Raw -3030744.639812 + Penalty 4885.459885 = -3025859.179927
  nChanged 923
		SP:Iteration 4Q (127279.010000 sec): 3 clusters
  Score: Raw -3031126.538919 + Penalty 4885.459885 = -3026241.079034
  nChanged 849
		SP:Iteration 5Q (127279.350000 sec): 3 clusters
  Score: Raw -3031507.731865 + Penalty 4885.459885 = -3026622.271980
  nChanged 875
		SP:Iteration 6Q (127279.710000 sec): 3 clusters
  Score: Raw -3031953.388095 + Penalty 4885.459885 = -3027067.928210
  nChanged 948
		SP:Iteration 7F (127279.950000 sec): 3 clusters
  Score: Raw -3032467.130536 + Penalty 4885.459885 = -3027581.670651
  nChanged 989
		SP:Iteration 8F (127280.270000 sec): 3 clusters
  Score: Raw -3033066.804520 + Penalty 4885.459885 = -3028181.344636
  nChanged 1024
		SP:Iteration 9F (127280.550000 sec): 3 clusters
  Score: Raw -3033737.013660 + Penalty 4885.459885 = -3028851.553775
  nChanged 923
		SP:Iteration 10Q (127280.910000 sec): 3 clusters
  Score: Raw -3034383.602672 + Penalty 4885.459885 = -3029498.142788
  nChanged 820
		SP:Iteration 11Q (127281.180000 sec): 3 clusters
  Score: Raw -3035003.894672 + Penalty 4885.459885 = -3030118.434787
  nChanged 723
		SP:Iteration 12Q (127281.570000 sec): 3 clusters
  Score: Raw -3035590.235420 + Penalty 4885.459885 = -3030704.775536
  nChanged 499
		SP:Iteration 13Q (127281.940000 sec): 3 clusters
  Score: Raw -3035992.398563 + Penalty 4885.459885 = -3031106.938678
  nChanged 331
		SP:Iteration 14Q (127282.300000 sec): 3 clusters
  Score: Raw -3036285.873718 + Penalty 4885.459885 = -3031400.413833
  nChanged 192
		SP:Iteration 15Q (127282.610000 sec): 3 clusters
  Score: Raw -3036453.367798 + Penalty 4885.459885 = -3031567.907913
  nChanged 112
		SP:Iteration 16Q (127282.970000 sec): 3 clusters
  Score: Raw -3036553.836585 + Penalty 4885.459885 = -3031668.376701
  nChanged 59
		SP:Iteration 17Q (127283.290000 sec): 3 clusters
  Score: Raw -3036607.079944 + Penalty 4885.459885 = -3031721.620059
  nChanged 40
		SP:Iteration 18Q (127283.580000 sec): 3 clusters
  Score: Raw -3036643.294188 + Penalty 4885.459885 = -3031757.834303
  nChanged 24
		SP:Iteration 19Q (127283.890000 sec): 3 clusters
  Score: Raw -3036664.426170 + Penalty 4885.459885 = -3031778.966286
  nChanged 14
		SP:Iteration 20F (127284.230000 sec): 3 clusters
  Score: Raw -3036679.280806 + Penalty 4885.459885 = -3031793.820922
  nChanged 9
		SP:Iteration 21Q (127284.530000 sec): 3 clusters
  Score: Raw -3036691.148735 + Penalty 4885.459885 = -3031805.688850
  nChanged 14
		SP:Iteration 22Q (127284.830000 sec): 3 clusters
  Score: Raw -3036707.953501 + Penalty 4885.459885 = -3031822.493617
  nChanged 16
		SP:Iteration 23Q (127285.090000 sec): 3 clusters
  Score: Raw -3036728.407740 + Penalty 4885.459885 = -3031842.947855
  nChanged 15
		SP:Iteration 24Q (127285.400000 sec): 3 clusters
  Score: Raw -3036745.665487 + Penalty 4885.459885 = -3031860.205602
  nChanged 8
		SP:Iteration 25Q (127285.640000 sec): 3 clusters
  Score: Raw -3036755.748854 + Penalty 4885.459885 = -3031870.288970
  nChanged 5
		SP:Iteration 26Q (127285.950000 sec): 3 clusters
  Score: Raw -3036764.421263 + Penalty 4885.459885 = -3031878.961379
  nChanged 7
		SP:Iteration 27Q (127286.260000 sec): 3 clusters
  Score: Raw -3036772.504005 + Penalty 4885.459885 = -3031887.044120
  nChanged 5
		SP:Iteration 28Q (127286.630000 sec): 3 clusters
  Score: Raw -3036776.777371 + Penalty 4885.459885 = -3031891.317486
  nChanged 5
		SP:Iteration 29Q (127286.950000 sec): 3 clusters
  Score: Raw -3036783.367825 + Penalty 4885.459885 = -3031897.907940
  nChanged 5
		SP:Iteration 30Q (127287.250000 sec): 3 clusters
  Score: Raw -3036790.995771 + Penalty 4885.459885 = -3031905.535887
  nChanged 7
		SP:Iteration 31Q (127287.510000 sec): 3 clusters
  Score: Raw -3036798.115894 + Penalty 4885.459885 = -3031912.656009
  nChanged 4
		SP:Iteration 32Q (127287.810000 sec): 3 clusters
  Score: Raw -3036800.625194 + Penalty 4885.459885 = -3031915.165310
  nChanged 1
		SP:Iteration 33Q (127288.110000 sec): 3 clusters
  Score: Raw -3036802.244644 + Penalty 4885.459885 = -3031916.784759
  nChanged 1
		SP:Iteration 34Q (127288.430000 sec): 3 clusters
  Score: Raw -3036804.004605 + Penalty 4885.459885 = -3031918.544720
  nChanged 1
		SP:Iteration 35Q (127288.740000 sec): 3 clusters
  Score: Raw -3036804.466343 + Penalty 4885.459885 = -3031919.006458
  nChanged 0
		SP:Iteration 36F (127289.080000 sec): 3 clusters
  Score: Raw -3036804.466343 + Penalty 4885.459885 = -3031919.006458
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (14105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127289.290000 sec): 2 clusters
  Score: Raw -2236796.229419 + Penalty 2369.462587 = -2234426.766833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127289.560000 sec): 3 clusters
  Score: Raw -2228816.898042 + Penalty 4738.925173 = -2224077.972869
  nChanged 6119
		SP:Iteration 1F (127289.930000 sec): 3 clusters
  Score: Raw -2232008.106691 + Penalty 4738.925173 = -2227269.181518
  nChanged 769
		SP:Iteration 2F (127290.260000 sec): 3 clusters
  Score: Raw -2232302.461338 + Penalty 4738.925173 = -2227563.536165
  nChanged 581
		SP:Iteration 3Q (127290.560000 sec): 3 clusters
  Score: Raw -2232515.849858 + Penalty 4738.925173 = -2227776.924684
  nChanged 516
		SP:Iteration 4Q (127290.810000 sec): 3 clusters
  Score: Raw -2232715.038889 + Penalty 4738.925173 = -2227976.113716
  nChanged 515
		SP:Iteration 5Q (127291.080000 sec): 3 clusters
  Score: Raw -2232919.687185 + Penalty 4738.925173 = -2228180.762012
  nChanged 520
		SP:Iteration 6Q (127291.330000 sec): 3 clusters
  Score: Raw -2233155.161950 + Penalty 4738.925173 = -2228416.236776
  nChanged 582
		SP:Iteration 7Q (127291.610000 sec): 3 clusters
  Score: Raw -2233448.752095 + Penalty 4738.925173 = -2228709.826922
  nChanged 599
		SP:Iteration 8Q (127291.920000 sec): 3 clusters
  Score: Raw -2233782.128518 + Penalty 4738.925173 = -2229043.203344
  nChanged 656
		SP:Iteration 9Q (127292.200000 sec): 3 clusters
  Score: Raw -2234216.768181 + Penalty 4738.925173 = -2229477.843008
  nChanged 714
		SP:Iteration 10F (127292.560000 sec): 3 clusters
  Score: Raw -2234753.675060 + Penalty 4738.925173 = -2230014.749887
  nChanged 702
		SP:Iteration 11Q (127292.820000 sec): 3 clusters
  Score: Raw -2235352.785253 + Penalty 4738.925173 = -2230613.860080
  nChanged 614
		SP:Iteration 12Q (127293.110000 sec): 3 clusters
  Score: Raw -2235910.818979 + Penalty 4738.925173 = -2231171.893806
  nChanged 458
		SP:Iteration 13Q (127293.420000 sec): 3 clusters
  Score: Raw -2236344.338779 + Penalty 4738.925173 = -2231605.413606
  nChanged 318
		SP:Iteration 14Q (127293.690000 sec): 3 clusters
  Score: Raw -2236655.663375 + Penalty 4738.925173 = -2231916.738202
  nChanged 181
		SP:Iteration 15Q (127293.960000 sec): 3 clusters
  Score: Raw -2236818.895301 + Penalty 4738.925173 = -2232079.970128
  nChanged 97
		SP:Iteration 16Q (127294.260000 sec): 3 clusters
  Score: Raw -2236905.602009 + Penalty 4738.925173 = -2232166.676836
  nChanged 59
		SP:Iteration 17Q (127294.480000 sec): 3 clusters
  Score: Raw -2236959.016917 + Penalty 4738.925173 = -2232220.091744
  nChanged 38
		SP:Iteration 18Q (127294.730000 sec): 3 clusters
  Score: Raw -2237001.686156 + Penalty 4738.925173 = -2232262.760983
  nChanged 33
		SP:Iteration 19Q (127294.990000 sec): 3 clusters
  Score: Raw -2237029.419553 + Penalty 4738.925173 = -2232290.494380
  nChanged 27
		SP:Iteration 20F (127295.290000 sec): 3 clusters
  Score: Raw -2237057.467666 + Penalty 4738.925173 = -2232318.542493
  nChanged 21
		SP:Iteration 21Q (127295.590000 sec): 3 clusters
  Score: Raw -2237076.749869 + Penalty 4738.925173 = -2232337.824696
  nChanged 9
		SP:Iteration 22Q (127295.830000 sec): 3 clusters
  Score: Raw -2237084.532272 + Penalty 4738.925173 = -2232345.607099
  nChanged 7
		SP:Iteration 23Q (127296.090000 sec): 3 clusters
  Score: Raw -2237092.635386 + Penalty 4738.925173 = -2232353.710213
  nChanged 8
		SP:Iteration 24Q (127296.370000 sec): 3 clusters
  Score: Raw -2237101.431063 + Penalty 4738.925173 = -2232362.505890
  nChanged 7
		SP:Iteration 25Q (127296.660000 sec): 3 clusters
  Score: Raw -2237108.981313 + Penalty 4738.925173 = -2232370.056140
  nChanged 5
		SP:Iteration 26Q (127296.910000 sec): 3 clusters
  Score: Raw -2237112.905260 + Penalty 4738.925173 = -2232373.980086
  nChanged 3
		SP:Iteration 27Q (127297.190000 sec): 3 clusters
  Score: Raw -2237114.964974 + Penalty 4738.925173 = -2232376.039801
  nChanged 1
		SP:Iteration 28Q (127297.480000 sec): 3 clusters
  Score: Raw -2237116.036488 + Penalty 4738.925173 = -2232377.111315
  nChanged 1
		SP:Iteration 29Q (127297.770000 sec): 3 clusters
  Score: Raw -2237116.530056 + Penalty 4738.925173 = -2232377.604883
  nChanged 1
		SP:Iteration 30Q (127298.050000 sec): 3 clusters
  Score: Raw -2237117.698535 + Penalty 4738.925173 = -2232378.773361
  nChanged 3
		SP:Iteration 31Q (127298.340000 sec): 3 clusters
  Score: Raw -2237120.039513 + Penalty 4738.925173 = -2232381.114339
  nChanged 1
		SP:Iteration 32Q (127298.630000 sec): 3 clusters
  Score: Raw -2237120.774281 + Penalty 4738.925173 = -2232381.849108
  nChanged 0
		SP:Iteration 33F (127298.920000 sec): 3 clusters
  Score: Raw -2237120.774281 + Penalty 4738.925173 = -2232381.849108
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (21085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127299.170000 sec): 2 clusters
  Score: Raw -3340873.984152 + Penalty 2469.166657 = -3338404.817495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127299.500000 sec): 3 clusters
  Score: Raw -3328497.056712 + Penalty 4938.333314 = -3323558.723398
  nChanged 9419
		SP:Iteration 1F (127299.830000 sec): 3 clusters
  Score: Raw -3333590.369841 + Penalty 4938.333314 = -3328652.036527
  nChanged 1028
		SP:Iteration 2Q (127300.210000 sec): 3 clusters
  Score: Raw -3333912.357247 + Penalty 4938.333314 = -3328974.023932
  nChanged 806
		SP:Iteration 3Q (127300.540000 sec): 3 clusters
  Score: Raw -3334139.762052 + Penalty 4938.333314 = -3329201.428738
  nChanged 686
		SP:Iteration 4Q (127300.870000 sec): 3 clusters
  Score: Raw -3334302.725920 + Penalty 4938.333314 = -3329364.392605
  nChanged 557
		SP:Iteration 5Q (127301.210000 sec): 3 clusters
  Score: Raw -3334436.712165 + Penalty 4938.333314 = -3329498.378851
  nChanged 516
		SP:Iteration 6Q (127301.540000 sec): 3 clusters
  Score: Raw -3334552.805713 + Penalty 4938.333314 = -3329614.472398
  nChanged 454
		SP:Iteration 7Q (127301.880000 sec): 3 clusters
  Score: Raw -3334647.897863 + Penalty 4938.333314 = -3329709.564549
  nChanged 395
		SP:Iteration 8Q (127302.210000 sec): 3 clusters
  Score: Raw -3334735.482539 + Penalty 4938.333314 = -3329797.149225
  nChanged 390
		SP:Iteration 9Q (127302.550000 sec): 3 clusters
  Score: Raw -3334817.608520 + Penalty 4938.333314 = -3329879.275205
  nChanged 365
		SP:Iteration 10Q (127302.880000 sec): 3 clusters
  Score: Raw -3334896.601866 + Penalty 4938.333314 = -3329958.268551
  nChanged 359
		SP:Iteration 11Q (127303.210000 sec): 3 clusters
  Score: Raw -3334968.091349 + Penalty 4938.333314 = -3330029.758034
  nChanged 337
		SP:Iteration 12Q (127303.550000 sec): 3 clusters
  Score: Raw -3335035.969674 + Penalty 4938.333314 = -3330097.636359
  nChanged 330
		SP:Iteration 13Q (127303.880000 sec): 3 clusters
  Score: Raw -3335102.232039 + Penalty 4938.333314 = -3330163.898724
  nChanged 315
		SP:Iteration 14Q (127304.210000 sec): 3 clusters
  Score: Raw -3335168.093130 + Penalty 4938.333314 = -3330229.759816
  nChanged 358
		SP:Iteration 15Q (127304.550000 sec): 3 clusters
  Score: Raw -3335257.358620 + Penalty 4938.333314 = -3330319.025306
  nChanged 418
		SP:Iteration 16Q (127304.890000 sec): 3 clusters
  Score: Raw -3335365.104184 + Penalty 4938.333314 = -3330426.770869
  nChanged 409
		SP:Iteration 17Q (127305.220000 sec): 3 clusters
  Score: Raw -3335483.400609 + Penalty 4938.333314 = -3330545.067294
  nChanged 440
		SP:Iteration 18Q (127305.550000 sec): 3 clusters
  Score: Raw -3335620.827117 + Penalty 4938.333314 = -3330682.493802
  nChanged 489
		SP:Iteration 19Q (127305.890000 sec): 3 clusters
  Score: Raw -3335791.294073 + Penalty 4938.333314 = -3330852.960759
  nChanged 563
		SP:Iteration 20F (127306.220000 sec): 3 clusters
  Score: Raw -3336033.590370 + Penalty 4938.333314 = -3331095.257056
  nChanged 658
		SP:Iteration 21Q (127306.550000 sec): 3 clusters
  Score: Raw -3336381.272747 + Penalty 4938.333314 = -3331442.939433
  nChanged 747
		SP:Iteration 22Q (127306.880000 sec): 3 clusters
  Score: Raw -3336804.088133 + Penalty 4938.333314 = -3331865.754819
  nChanged 773
		SP:Iteration 23Q (127307.210000 sec): 3 clusters
  Score: Raw -3337221.572108 + Penalty 4938.333314 = -3332283.238793
  nChanged 728
		SP:Iteration 24Q (127307.550000 sec): 3 clusters
  Score: Raw -3337595.129767 + Penalty 4938.333314 = -3332656.796453
  nChanged 598
		SP:Iteration 25Q (127307.880000 sec): 3 clusters
  Score: Raw -3337860.886507 + Penalty 4938.333314 = -3332922.553193
  nChanged 468
		SP:Iteration 26Q (127308.210000 sec): 3 clusters
  Score: Raw -3338026.774954 + Penalty 4938.333314 = -3333088.441640
  nChanged 387
		SP:Iteration 27Q (127308.550000 sec): 3 clusters
  Score: Raw -3338150.027839 + Penalty 4938.333314 = -3333211.694524
  nChanged 301
		SP:Iteration 28Q (127308.880000 sec): 3 clusters
  Score: Raw -3338238.618923 + Penalty 4938.333314 = -3333300.285609
  nChanged 271
		SP:Iteration 29Q (127309.170000 sec): 3 clusters
  Score: Raw -3338316.210870 + Penalty 4938.333314 = -3333377.877556
  nChanged 242
		SP:Iteration 30Q (127309.460000 sec): 3 clusters
  Score: Raw -3338378.429867 + Penalty 4938.333314 = -3333440.096553
  nChanged 230
		SP:Iteration 31Q (127309.790000 sec): 3 clusters
  Score: Raw -3338439.551145 + Penalty 4938.333314 = -3333501.217831
  nChanged 218
		SP:Iteration 32Q (127310.130000 sec): 3 clusters
  Score: Raw -3338495.375456 + Penalty 4938.333314 = -3333557.042141
  nChanged 225
		SP:Iteration 33Q (127310.470000 sec): 3 clusters
  Score: Raw -3338556.445840 + Penalty 4938.333314 = -3333618.112526
  nChanged 233
		SP:Iteration 34Q (127310.800000 sec): 3 clusters
  Score: Raw -3338624.303513 + Penalty 4938.333314 = -3333685.970198
  nChanged 232
		SP:Iteration 35Q (127311.140000 sec): 3 clusters
  Score: Raw -3338697.578467 + Penalty 4938.333314 = -3333759.245153
  nChanged 264
		SP:Iteration 36Q (127311.480000 sec): 3 clusters
  Score: Raw -3338782.252745 + Penalty 4938.333314 = -3333843.919431
  nChanged 250
		SP:Iteration 37Q (127311.810000 sec): 3 clusters
  Score: Raw -3338863.931863 + Penalty 4938.333314 = -3333925.598548
  nChanged 255
		SP:Iteration 38Q (127312.100000 sec): 3 clusters
  Score: Raw -3338951.954451 + Penalty 4938.333314 = -3334013.621137
  nChanged 240
		SP:Iteration 39Q (127312.350000 sec): 3 clusters
  Score: Raw -3339029.970006 + Penalty 4938.333314 = -3334091.636691
  nChanged 245
		SP:Iteration 40F (127312.620000 sec): 3 clusters
  Score: Raw -3339119.637234 + Penalty 4938.333314 = -3334181.303919
  nChanged 263
		SP:Iteration 41Q (127312.990000 sec): 3 clusters
  Score: Raw -3339235.085768 + Penalty 4938.333314 = -3334296.752454
  nChanged 276
		SP:Iteration 42Q (127313.290000 sec): 3 clusters
  Score: Raw -3339369.735319 + Penalty 4938.333314 = -3334431.402004
  nChanged 290
		SP:Iteration 43Q (127313.580000 sec): 3 clusters
  Score: Raw -3339514.070936 + Penalty 4938.333314 = -3334575.737622
  nChanged 274
		SP:Iteration 44Q (127313.860000 sec): 3 clusters
  Score: Raw -3339648.685134 + Penalty 4938.333314 = -3334710.351820
  nChanged 272
		SP:Iteration 45Q (127314.210000 sec): 3 clusters
  Score: Raw -3339808.505744 + Penalty 4938.333314 = -3334870.172430
  nChanged 316
		SP:Iteration 46Q (127314.460000 sec): 3 clusters
  Score: Raw -3340010.843905 + Penalty 4938.333314 = -3335072.510590
  nChanged 307
		SP:Iteration 47Q (127314.790000 sec): 3 clusters
  Score: Raw -3340198.603657 + Penalty 4938.333314 = -3335260.270342
  nChanged 237
		SP:Iteration 48Q (127315.090000 sec): 3 clusters
  Score: Raw -3340349.625796 + Penalty 4938.333314 = -3335411.292482
  nChanged 208
		SP:Iteration 49Q (127315.400000 sec): 3 clusters
  Score: Raw -3340483.076539 + Penalty 4938.333314 = -3335544.743225
  nChanged 182
		SP:Iteration 50Q (127315.740000 sec): 3 clusters
  Score: Raw -3340611.594243 + Penalty 4938.333314 = -3335673.260929
  nChanged 154
		SP:Iteration 51Q (127316.070000 sec): 3 clusters
  Score: Raw -3340734.780208 + Penalty 4938.333314 = -3335796.446893
  nChanged 131
		SP:Iteration 52Q (127316.360000 sec): 3 clusters
  Score: Raw -3340831.129446 + Penalty 4938.333314 = -3335892.796131
  nChanged 90
		SP:Iteration 53Q (127316.700000 sec): 3 clusters
  Score: Raw -3340915.264286 + Penalty 4938.333314 = -3335976.930972
  nChanged 76
		SP:Iteration 54Q (127317.020000 sec): 3 clusters
  Score: Raw -3340984.974500 + Penalty 4938.333314 = -3336046.641186
  nChanged 58
		SP:Iteration 55Q (127317.320000 sec): 3 clusters
  Score: Raw -3341045.213231 + Penalty 4938.333314 = -3336106.879917
  nChanged 39
		SP:Iteration 56Q (127317.580000 sec): 3 clusters
  Score: Raw -3341077.355362 + Penalty 4938.333314 = -3336139.022048
  nChanged 28
		SP:Iteration 57Q (127317.880000 sec): 3 clusters
  Score: Raw -3341102.247660 + Penalty 4938.333314 = -3336163.914345
  nChanged 17
		SP:Iteration 58Q (127318.240000 sec): 3 clusters
  Score: Raw -3341118.887682 + Penalty 4938.333314 = -3336180.554367
  nChanged 16
		SP:Iteration 59Q (127318.580000 sec): 3 clusters
  Score: Raw -3341130.731176 + Penalty 4938.333314 = -3336192.397861
  nChanged 13
		SP:Iteration 60F (127318.920000 sec): 3 clusters
  Score: Raw -3341142.193368 + Penalty 4938.333314 = -3336203.860054
  nChanged 10
		SP:Iteration 61Q (127319.280000 sec): 3 clusters
  Score: Raw -3341152.123897 + Penalty 4938.333314 = -3336213.790583
  nChanged 8
		SP:Iteration 62Q (127319.670000 sec): 3 clusters
  Score: Raw -3341159.534177 + Penalty 4938.333314 = -3336221.200862
  nChanged 6
		SP:Iteration 63Q (127320.010000 sec): 3 clusters
  Score: Raw -3341164.645636 + Penalty 4938.333314 = -3336226.312321
  nChanged 5
		SP:Iteration 64Q (127320.280000 sec): 3 clusters
  Score: Raw -3341168.228837 + Penalty 4938.333314 = -3336229.895522
  nChanged 4
		SP:Iteration 65Q (127320.630000 sec): 3 clusters
  Score: Raw -3341170.873381 + Penalty 4938.333314 = -3336232.540066
  nChanged 3
		SP:Iteration 66Q (127320.860000 sec): 3 clusters
  Score: Raw -3341174.605523 + Penalty 4938.333314 = -3336236.272208
  nChanged 7
		SP:Iteration 67Q (127321.220000 sec): 3 clusters
  Score: Raw -3341179.487559 + Penalty 4938.333314 = -3336241.154245
  nChanged 1
		SP:Iteration 68Q (127321.540000 sec): 3 clusters
  Score: Raw -3341179.858881 + Penalty 4938.333314 = -3336241.525567
  nChanged 0
		SP:Iteration 69F (127321.880000 sec): 3 clusters
  Score: Raw -3341179.858881 + Penalty 4938.333314 = -3336241.525567
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (7986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127322.080000 sec): 2 clusters
  Score: Raw -1237691.176041 + Penalty 2228.390431 = -1235462.785609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127322.380000 sec): 3 clusters
  Score: Raw -1233562.362472 + Penalty 4456.780863 = -1229105.581609
  nChanged 3283
		SP:Iteration 1F (127322.580000 sec): 3 clusters
  Score: Raw -1235426.326106 + Penalty 4456.780863 = -1230969.545243
  nChanged 603
		SP:Iteration 2F (127322.820000 sec): 3 clusters
  Score: Raw -1235826.117630 + Penalty 4456.780863 = -1231369.336767
  nChanged 533
		SP:Iteration 3F (127322.990000 sec): 3 clusters
  Score: Raw -1236279.965345 + Penalty 4456.780863 = -1231823.184482
  nChanged 595
		SP:Iteration 4F (127323.230000 sec): 3 clusters
  Score: Raw -1236885.748007 + Penalty 4456.780863 = -1232428.967145
  nChanged 593
		SP:Iteration 5F (127323.420000 sec): 3 clusters
  Score: Raw -1237552.675884 + Penalty 4456.780863 = -1233095.895021
  nChanged 554
		SP:Iteration 6F (127323.710000 sec): 3 clusters
  Score: Raw -1238160.737422 + Penalty 4456.780863 = -1233703.956559
  nChanged 461
		SP:Iteration 7F (127323.920000 sec): 3 clusters
  Score: Raw -1238601.368100 + Penalty 4456.780863 = -1234144.587237
  nChanged 317
		SP:Iteration 8Q (127324.120000 sec): 3 clusters
  Score: Raw -1238821.661943 + Penalty 4456.780863 = -1234364.881080
  nChanged 208
		SP:Iteration 9Q (127324.390000 sec): 3 clusters
  Score: Raw -1238942.987633 + Penalty 4456.780863 = -1234486.206770
  nChanged 160
		SP:Iteration 10Q (127324.580000 sec): 3 clusters
  Score: Raw -1239019.471721 + Penalty 4456.780863 = -1234562.690859
  nChanged 121
		SP:Iteration 11Q (127324.860000 sec): 3 clusters
  Score: Raw -1239068.837484 + Penalty 4456.780863 = -1234612.056622
  nChanged 100
		SP:Iteration 12Q (127325.110000 sec): 3 clusters
  Score: Raw -1239111.310300 + Penalty 4456.780863 = -1234654.529437
  nChanged 92
		SP:Iteration 13Q (127325.290000 sec): 3 clusters
  Score: Raw -1239149.235758 + Penalty 4456.780863 = -1234692.454895
  nChanged 94
		SP:Iteration 14Q (127325.540000 sec): 3 clusters
  Score: Raw -1239188.765511 + Penalty 4456.780863 = -1234731.984648
  nChanged 90
		SP:Iteration 15Q (127325.790000 sec): 3 clusters
  Score: Raw -1239222.560048 + Penalty 4456.780863 = -1234765.779185
  nChanged 95
		SP:Iteration 16Q (127326.030000 sec): 3 clusters
  Score: Raw -1239262.472934 + Penalty 4456.780863 = -1234805.692071
  nChanged 86
		SP:Iteration 17Q (127326.280000 sec): 3 clusters
  Score: Raw -1239295.678346 + Penalty 4456.780863 = -1234838.897484
  nChanged 79
		SP:Iteration 18Q (127326.490000 sec): 3 clusters
  Score: Raw -1239323.461336 + Penalty 4456.780863 = -1234866.680473
  nChanged 62
		SP:Iteration 19Q (127326.730000 sec): 3 clusters
  Score: Raw -1239348.218446 + Penalty 4456.780863 = -1234891.437583
  nChanged 71
		SP:Iteration 20F (127326.960000 sec): 3 clusters
  Score: Raw -1239381.244588 + Penalty 4456.780863 = -1234924.463725
  nChanged 66
		SP:Iteration 21Q (127327.170000 sec): 3 clusters
  Score: Raw -1239403.439503 + Penalty 4456.780863 = -1234946.658640
  nChanged 54
		SP:Iteration 22Q (127327.370000 sec): 3 clusters
  Score: Raw -1239422.588196 + Penalty 4456.780863 = -1234965.807334
  nChanged 56
		SP:Iteration 23Q (127327.560000 sec): 3 clusters
  Score: Raw -1239447.894913 + Penalty 4456.780863 = -1234991.114050
  nChanged 62
		SP:Iteration 24Q (127327.800000 sec): 3 clusters
  Score: Raw -1239473.201702 + Penalty 4456.780863 = -1235016.420840
  nChanged 63
		SP:Iteration 25Q (127327.990000 sec): 3 clusters
  Score: Raw -1239496.087429 + Penalty 4456.780863 = -1235039.306566
  nChanged 59
		SP:Iteration 26Q (127328.280000 sec): 3 clusters
  Score: Raw -1239514.943879 + Penalty 4456.780863 = -1235058.163017
  nChanged 59
		SP:Iteration 27Q (127328.520000 sec): 3 clusters
  Score: Raw -1239531.851692 + Penalty 4456.780863 = -1235075.070830
  nChanged 44
		SP:Iteration 28Q (127328.790000 sec): 3 clusters
  Score: Raw -1239543.587362 + Penalty 4456.780863 = -1235086.806500
  nChanged 39
		SP:Iteration 29Q (127328.980000 sec): 3 clusters
  Score: Raw -1239554.660051 + Penalty 4456.780863 = -1235097.879188
  nChanged 36
		SP:Iteration 30Q (127329.170000 sec): 3 clusters
  Score: Raw -1239564.749179 + Penalty 4456.780863 = -1235107.968317
  nChanged 30
		SP:Iteration 31Q (127329.490000 sec): 3 clusters
  Score: Raw -1239573.428584 + Penalty 4456.780863 = -1235116.647721
  nChanged 36
		SP:Iteration 32Q (127329.780000 sec): 3 clusters
  Score: Raw -1239584.097610 + Penalty 4456.780863 = -1235127.316747
  nChanged 32
		SP:Iteration 33Q (127329.990000 sec): 3 clusters
  Score: Raw -1239592.634206 + Penalty 4456.780863 = -1235135.853344
  nChanged 32
		SP:Iteration 34Q (127330.220000 sec): 3 clusters
  Score: Raw -1239601.712741 + Penalty 4456.780863 = -1235144.931878
  nChanged 35
		SP:Iteration 35Q (127330.440000 sec): 3 clusters
  Score: Raw -1239612.467342 + Penalty 4456.780863 = -1235155.686480
  nChanged 37
		SP:Iteration 36Q (127330.630000 sec): 3 clusters
  Score: Raw -1239621.880613 + Penalty 4456.780863 = -1235165.099750
  nChanged 29
		SP:Iteration 37Q (127330.890000 sec): 3 clusters
  Score: Raw -1239629.776563 + Penalty 4456.780863 = -1235172.995700
  nChanged 30
		SP:Iteration 38Q (127331.200000 sec): 3 clusters
  Score: Raw -1239637.871777 + Penalty 4456.780863 = -1235181.090914
  nChanged 25
		SP:Iteration 39Q (127331.440000 sec): 3 clusters
  Score: Raw -1239643.911773 + Penalty 4456.780863 = -1235187.130910
  nChanged 15
		SP:Iteration 40F (127331.650000 sec): 3 clusters
  Score: Raw -1239646.931330 + Penalty 4456.780863 = -1235190.150468
  nChanged 12
		SP:Iteration 41Q (127331.930000 sec): 3 clusters
  Score: Raw -1239649.838809 + Penalty 4456.780863 = -1235193.057946
  nChanged 15
		SP:Iteration 42Q (127332.210000 sec): 3 clusters
  Score: Raw -1239654.070255 + Penalty 4456.780863 = -1235197.289393
  nChanged 20
		SP:Iteration 43Q (127332.410000 sec): 3 clusters
  Score: Raw -1239660.131637 + Penalty 4456.780863 = -1235203.350774
  nChanged 16
		SP:Iteration 44Q (127332.650000 sec): 3 clusters
  Score: Raw -1239663.640765 + Penalty 4456.780863 = -1235206.859903
  nChanged 17
		SP:Iteration 45Q (127332.850000 sec): 3 clusters
  Score: Raw -1239666.901687 + Penalty 4456.780863 = -1235210.120825
  nChanged 9
		SP:Iteration 46Q (127333.060000 sec): 3 clusters
  Score: Raw -1239669.132847 + Penalty 4456.780863 = -1235212.351984
  nChanged 10
		SP:Iteration 47Q (127333.270000 sec): 3 clusters
  Score: Raw -1239672.657791 + Penalty 4456.780863 = -1235215.876928
  nChanged 13
		SP:Iteration 48Q (127333.440000 sec): 3 clusters
  Score: Raw -1239675.748407 + Penalty 4456.780863 = -1235218.967545
  nChanged 11
		SP:Iteration 49Q (127333.690000 sec): 3 clusters
  Score: Raw -1239678.740297 + Penalty 4456.780863 = -1235221.959434
  nChanged 12
		SP:Iteration 50Q (127333.920000 sec): 3 clusters
  Score: Raw -1239681.338822 + Penalty 4456.780863 = -1235224.557960
  nChanged 6
		SP:Iteration 51Q (127334.120000 sec): 3 clusters
  Score: Raw -1239682.404362 + Penalty 4456.780863 = -1235225.623500
  nChanged 6
		SP:Iteration 52Q (127334.310000 sec): 3 clusters
  Score: Raw -1239683.462240 + Penalty 4456.780863 = -1235226.681378
  nChanged 2
		SP:Iteration 53Q (127334.490000 sec): 3 clusters
  Score: Raw -1239683.842011 + Penalty 4456.780863 = -1235227.061148
  nChanged 0
		SP:Iteration 54F (127334.690000 sec): 3 clusters
  Score: Raw -1239683.842011 + Penalty 4456.780863 = -1235227.061148
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (9823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127334.830000 sec): 2 clusters
  Score: Raw -1440712.490977 + Penalty 2279.735500 = -1438432.755477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127335.070000 sec): 3 clusters
  Score: Raw -1435395.943619 + Penalty 4559.470999 = -1430836.472619
  nChanged 4086
		SP:Iteration 1F (127335.210000 sec): 3 clusters
  Score: Raw -1437705.961128 + Penalty 4559.470999 = -1433146.490128
  nChanged 789
		SP:Iteration 2F (127335.410000 sec): 3 clusters
  Score: Raw -1438200.904155 + Penalty 4559.470999 = -1433641.433156
  nChanged 650
		SP:Iteration 3F (127335.600000 sec): 3 clusters
  Score: Raw -1438662.260766 + Penalty 4559.470999 = -1434102.789766
  nChanged 586
		SP:Iteration 4F (127335.820000 sec): 3 clusters
  Score: Raw -1439020.709442 + Penalty 4559.470999 = -1434461.238443
  nChanged 494
		SP:Iteration 5F (127335.990000 sec): 3 clusters
  Score: Raw -1439334.723382 + Penalty 4559.470999 = -1434775.252383
  nChanged 453
		SP:Iteration 6Q (127336.130000 sec): 3 clusters
  Score: Raw -1439619.059467 + Penalty 4559.470999 = -1435059.588468
  nChanged 411
		SP:Iteration 7Q (127336.290000 sec): 3 clusters
  Score: Raw -1439844.545507 + Penalty 4559.470999 = -1435285.074508
  nChanged 334
		SP:Iteration 8Q (127336.520000 sec): 3 clusters
  Score: Raw -1440022.552502 + Penalty 4559.470999 = -1435463.081503
  nChanged 253
		SP:Iteration 9Q (127336.710000 sec): 3 clusters
  Score: Raw -1440145.756038 + Penalty 4559.470999 = -1435586.285039
  nChanged 220
		SP:Iteration 10Q (127336.890000 sec): 3 clusters
  Score: Raw -1440249.960215 + Penalty 4559.470999 = -1435690.489215
  nChanged 179
		SP:Iteration 11Q (127337.080000 sec): 3 clusters
  Score: Raw -1440313.887555 + Penalty 4559.470999 = -1435754.416555
  nChanged 160
		SP:Iteration 12Q (127337.330000 sec): 3 clusters
  Score: Raw -1440372.811796 + Penalty 4559.470999 = -1435813.340797
  nChanged 151
		SP:Iteration 13Q (127337.470000 sec): 3 clusters
  Score: Raw -1440423.636305 + Penalty 4559.470999 = -1435864.165306
  nChanged 126
		SP:Iteration 14Q (127337.690000 sec): 3 clusters
  Score: Raw -1440467.059673 + Penalty 4559.470999 = -1435907.588674
  nChanged 116
		SP:Iteration 15Q (127337.900000 sec): 3 clusters
  Score: Raw -1440506.466490 + Penalty 4559.470999 = -1435946.995491
  nChanged 103
		SP:Iteration 16Q (127338.200000 sec): 3 clusters
  Score: Raw -1440541.119975 + Penalty 4559.470999 = -1435981.648975
  nChanged 101
		SP:Iteration 17Q (127338.400000 sec): 3 clusters
  Score: Raw -1440577.427575 + Penalty 4559.470999 = -1436017.956575
  nChanged 100
		SP:Iteration 18Q (127338.670000 sec): 3 clusters
  Score: Raw -1440614.405489 + Penalty 4559.470999 = -1436054.934490
  nChanged 104
		SP:Iteration 19Q (127338.870000 sec): 3 clusters
  Score: Raw -1440652.917312 + Penalty 4559.470999 = -1436093.446312
  nChanged 88
		SP:Iteration 20F (127339.090000 sec): 3 clusters
  Score: Raw -1440683.813485 + Penalty 4559.470999 = -1436124.342486
  nChanged 86
		SP:Iteration 21Q (127339.290000 sec): 3 clusters
  Score: Raw -1440713.822018 + Penalty 4559.470999 = -1436154.351019
  nChanged 98
		SP:Iteration 22Q (127339.510000 sec): 3 clusters
  Score: Raw -1440749.481460 + Penalty 4559.470999 = -1436190.010461
  nChanged 94
		SP:Iteration 23Q (127339.730000 sec): 3 clusters
  Score: Raw -1440789.309458 + Penalty 4559.470999 = -1436229.838459
  nChanged 91
		SP:Iteration 24Q (127340.030000 sec): 3 clusters
  Score: Raw -1440828.627412 + Penalty 4559.470999 = -1436269.156412
  nChanged 88
		SP:Iteration 25Q (127340.340000 sec): 3 clusters
  Score: Raw -1440866.630589 + Penalty 4559.470999 = -1436307.159589
  nChanged 98
		SP:Iteration 26Q (127340.590000 sec): 3 clusters
  Score: Raw -1440910.924420 + Penalty 4559.470999 = -1436351.453420
  nChanged 103
		SP:Iteration 27Q (127340.800000 sec): 3 clusters
  Score: Raw -1440956.206074 + Penalty 4559.470999 = -1436396.735074
  nChanged 112
		SP:Iteration 28Q (127341.080000 sec): 3 clusters
  Score: Raw -1441001.724639 + Penalty 4559.470999 = -1436442.253639
  nChanged 106
		SP:Iteration 29Q (127341.350000 sec): 3 clusters
  Score: Raw -1441051.902475 + Penalty 4559.470999 = -1436492.431475
  nChanged 116
		SP:Iteration 30Q (127341.580000 sec): 3 clusters
  Score: Raw -1441106.453514 + Penalty 4559.470999 = -1436546.982514
  nChanged 111
		SP:Iteration 31Q (127341.830000 sec): 3 clusters
  Score: Raw -1441158.229809 + Penalty 4559.470999 = -1436598.758809
  nChanged 99
		SP:Iteration 32Q (127342.140000 sec): 3 clusters
  Score: Raw -1441214.786577 + Penalty 4559.470999 = -1436655.315578
  nChanged 103
		SP:Iteration 33Q (127342.380000 sec): 3 clusters
  Score: Raw -1441270.093230 + Penalty 4559.470999 = -1436710.622231
  nChanged 102
		SP:Iteration 34Q (127342.660000 sec): 3 clusters
  Score: Raw -1441326.515246 + Penalty 4559.470999 = -1436767.044247
  nChanged 98
		SP:Iteration 35Q (127342.820000 sec): 3 clusters
  Score: Raw -1441378.692953 + Penalty 4559.470999 = -1436819.221954
  nChanged 109
		SP:Iteration 36Q (127343.070000 sec): 3 clusters
  Score: Raw -1441437.876293 + Penalty 4559.470999 = -1436878.405294
  nChanged 78
		SP:Iteration 37Q (127343.250000 sec): 3 clusters
  Score: Raw -1441482.726900 + Penalty 4559.470999 = -1436923.255901
  nChanged 80
		SP:Iteration 38Q (127343.520000 sec): 3 clusters
  Score: Raw -1441523.052631 + Penalty 4559.470999 = -1436963.581632
  nChanged 60
		SP:Iteration 39Q (127343.750000 sec): 3 clusters
  Score: Raw -1441558.769385 + Penalty 4559.470999 = -1436999.298385
  nChanged 56
		SP:Iteration 40F (127344.050000 sec): 3 clusters
  Score: Raw -1441592.040344 + Penalty 4559.470999 = -1437032.569345
  nChanged 50
		SP:Iteration 41Q (127344.310000 sec): 3 clusters
  Score: Raw -1441613.081811 + Penalty 4559.470999 = -1437053.610812
  nChanged 36
		SP:Iteration 42Q (127344.530000 sec): 3 clusters
  Score: Raw -1441630.649724 + Penalty 4559.470999 = -1437071.178725
  nChanged 32
		SP:Iteration 43Q (127344.810000 sec): 3 clusters
  Score: Raw -1441643.130389 + Penalty 4559.470999 = -1437083.659389
  nChanged 22
		SP:Iteration 44Q (127345.110000 sec): 3 clusters
  Score: Raw -1441652.447581 + Penalty 4559.470999 = -1437092.976581
  nChanged 14
		SP:Iteration 45Q (127345.370000 sec): 3 clusters
  Score: Raw -1441656.057659 + Penalty 4559.470999 = -1437096.586660
  nChanged 13
		SP:Iteration 46Q (127345.580000 sec): 3 clusters
  Score: Raw -1441659.523236 + Penalty 4559.470999 = -1437100.052236
  nChanged 12
		SP:Iteration 47Q (127345.760000 sec): 3 clusters
  Score: Raw -1441664.644992 + Penalty 4559.470999 = -1437105.173993
  nChanged 12
		SP:Iteration 48Q (127345.950000 sec): 3 clusters
  Score: Raw -1441669.699851 + Penalty 4559.470999 = -1437110.228852
  nChanged 12
		SP:Iteration 49Q (127346.130000 sec): 3 clusters
  Score: Raw -1441675.300390 + Penalty 4559.470999 = -1437115.829390
  nChanged 12
		SP:Iteration 50Q (127346.380000 sec): 3 clusters
  Score: Raw -1441680.639825 + Penalty 4559.470999 = -1437121.168825
  nChanged 10
		SP:Iteration 51Q (127346.650000 sec): 3 clusters
  Score: Raw -1441685.530541 + Penalty 4559.470999 = -1437126.059541
  nChanged 13
		SP:Iteration 52Q (127346.900000 sec): 3 clusters
  Score: Raw -1441692.101271 + Penalty 4559.470999 = -1437132.630272
  nChanged 19
		SP:Iteration 53Q (127347.130000 sec): 3 clusters
  Score: Raw -1441700.687337 + Penalty 4559.470999 = -1437141.216338
  nChanged 28
		SP:Iteration 54Q (127347.420000 sec): 3 clusters
  Score: Raw -1441716.110418 + Penalty 4559.470999 = -1437156.639419
  nChanged 22
		SP:Iteration 55Q (127347.680000 sec): 3 clusters
  Score: Raw -1441723.245340 + Penalty 4559.470999 = -1437163.774341
  nChanged 12
		SP:Iteration 56Q (127347.850000 sec): 3 clusters
  Score: Raw -1441727.614711 + Penalty 4559.470999 = -1437168.143711
  nChanged 11
		SP:Iteration 57Q (127348.100000 sec): 3 clusters
  Score: Raw -1441733.694407 + Penalty 4559.470999 = -1437174.223408
  nChanged 21
		SP:Iteration 58Q (127348.300000 sec): 3 clusters
  Score: Raw -1441742.161672 + Penalty 4559.470999 = -1437182.690672
  nChanged 15
		SP:Iteration 59Q (127348.510000 sec): 3 clusters
  Score: Raw -1441749.002108 + Penalty 4559.470999 = -1437189.531109
  nChanged 13
		SP:Iteration 60F (127348.730000 sec): 3 clusters
  Score: Raw -1441753.466244 + Penalty 4559.470999 = -1437193.995245
  nChanged 7
		SP:Iteration 61Q (127349.040000 sec): 3 clusters
  Score: Raw -1441755.346381 + Penalty 4559.470999 = -1437195.875381
  nChanged 4
		SP:Iteration 62Q (127349.280000 sec): 3 clusters
  Score: Raw -1441756.795389 + Penalty 4559.470999 = -1437197.324390
  nChanged 4
		SP:Iteration 63Q (127349.460000 sec): 3 clusters
  Score: Raw -1441757.853699 + Penalty 4559.470999 = -1437198.382699
  nChanged 1
		SP:Iteration 64Q (127349.660000 sec): 3 clusters
  Score: Raw -1441758.013310 + Penalty 4559.470999 = -1437198.542311
  nChanged 0
		SP:Iteration 65F (127349.900000 sec): 3 clusters
  Score: Raw -1441758.013310 + Penalty 4559.470999 = -1437198.542311
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (26885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127350.210000 sec): 2 clusters
  Score: Raw -4321536.781214 + Penalty 2529.432300 = -4319007.348914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127350.580000 sec): 3 clusters
  Score: Raw -4305431.969299 + Penalty 5058.864599 = -4300373.104700
  nChanged 12106
		SP:Iteration 1F (127351.060000 sec): 3 clusters
  Score: Raw -4312272.923811 + Penalty 5058.864599 = -4307214.059211
  nChanged 1432
		SP:Iteration 2F (127351.400000 sec): 3 clusters
  Score: Raw -4312907.039130 + Penalty 5058.864599 = -4307848.174530
  nChanged 1434
		SP:Iteration 3F (127351.760000 sec): 3 clusters
  Score: Raw -4313568.554003 + Penalty 5058.864599 = -4308509.689404
  nChanged 1405
		SP:Iteration 4F (127352.150000 sec): 3 clusters
  Score: Raw -4314287.397734 + Penalty 5058.864599 = -4309228.533135
  nChanged 1426
		SP:Iteration 5F (127352.510000 sec): 3 clusters
  Score: Raw -4315060.945368 + Penalty 5058.864599 = -4310002.080769
  nChanged 1471
		SP:Iteration 6F (127352.830000 sec): 3 clusters
  Score: Raw -4315858.510828 + Penalty 5058.864599 = -4310799.646228
  nChanged 1448
		SP:Iteration 7F (127353.320000 sec): 3 clusters
  Score: Raw -4316704.124301 + Penalty 5058.864599 = -4311645.259701
  nChanged 1368
		SP:Iteration 8F (127353.680000 sec): 3 clusters
  Score: Raw -4317489.741054 + Penalty 5058.864599 = -4312430.876455
  nChanged 1199
		SP:Iteration 9Q (127354.080000 sec): 3 clusters
  Score: Raw -4318297.226635 + Penalty 5058.864599 = -4313238.362036
  nChanged 1070
		SP:Iteration 10Q (127354.420000 sec): 3 clusters
  Score: Raw -4319028.675816 + Penalty 5058.864599 = -4313969.811216
  nChanged 933
		SP:Iteration 11Q (127354.840000 sec): 3 clusters
  Score: Raw -4319624.559797 + Penalty 5058.864599 = -4314565.695197
  nChanged 741
		SP:Iteration 12Q (127355.200000 sec): 3 clusters
  Score: Raw -4319974.118479 + Penalty 5058.864599 = -4314915.253879
  nChanged 550
		SP:Iteration 13Q (127355.580000 sec): 3 clusters
  Score: Raw -4320193.351270 + Penalty 5058.864599 = -4315134.486671
  nChanged 404
		SP:Iteration 14Q (127355.950000 sec): 3 clusters
  Score: Raw -4320332.610770 + Penalty 5058.864599 = -4315273.746171
  nChanged 332
		SP:Iteration 15Q (127356.310000 sec): 3 clusters
  Score: Raw -4320435.805061 + Penalty 5058.864599 = -4315376.940462
  nChanged 273
		SP:Iteration 16Q (127356.640000 sec): 3 clusters
  Score: Raw -4320513.500761 + Penalty 5058.864599 = -4315454.636161
  nChanged 297
		SP:Iteration 17Q (127356.990000 sec): 3 clusters
  Score: Raw -4320596.618700 + Penalty 5058.864599 = -4315537.754100
  nChanged 291
		SP:Iteration 18Q (127357.300000 sec): 3 clusters
  Score: Raw -4320681.633729 + Penalty 5058.864599 = -4315622.769130
  nChanged 270
		SP:Iteration 19Q (127357.660000 sec): 3 clusters
  Score: Raw -4320763.243387 + Penalty 5058.864599 = -4315704.378788
  nChanged 259
		SP:Iteration 20F (127358.110000 sec): 3 clusters
  Score: Raw -4320841.064049 + Penalty 5058.864599 = -4315782.199449
  nChanged 235
		SP:Iteration 21Q (127358.480000 sec): 3 clusters
  Score: Raw -4320904.652008 + Penalty 5058.864599 = -4315845.787408
  nChanged 199
		SP:Iteration 22Q (127358.820000 sec): 3 clusters
  Score: Raw -4320951.042459 + Penalty 5058.864599 = -4315892.177860
  nChanged 193
		SP:Iteration 23Q (127359.170000 sec): 3 clusters
  Score: Raw -4320997.214395 + Penalty 5058.864599 = -4315938.349795
  nChanged 204
		SP:Iteration 24Q (127359.530000 sec): 3 clusters
  Score: Raw -4321050.074821 + Penalty 5058.864599 = -4315991.210222
  nChanged 197
		SP:Iteration 25Q (127359.900000 sec): 3 clusters
  Score: Raw -4321099.492254 + Penalty 5058.864599 = -4316040.627655
  nChanged 163
		SP:Iteration 26Q (127360.270000 sec): 3 clusters
  Score: Raw -4321135.673604 + Penalty 5058.864599 = -4316076.809004
  nChanged 142
		SP:Iteration 27Q (127360.640000 sec): 3 clusters
  Score: Raw -4321167.177531 + Penalty 5058.864599 = -4316108.312931
  nChanged 128
		SP:Iteration 28Q (127361.030000 sec): 3 clusters
  Score: Raw -4321194.158758 + Penalty 5058.864599 = -4316135.294158
  nChanged 144
		SP:Iteration 29Q (127361.470000 sec): 3 clusters
  Score: Raw -4321229.059829 + Penalty 5058.864599 = -4316170.195229
  nChanged 144
		SP:Iteration 30Q (127361.880000 sec): 3 clusters
  Score: Raw -4321262.819090 + Penalty 5058.864599 = -4316203.954491
  nChanged 136
		SP:Iteration 31Q (127362.310000 sec): 3 clusters
  Score: Raw -4321296.114166 + Penalty 5058.864599 = -4316237.249566
  nChanged 144
		SP:Iteration 32Q (127362.730000 sec): 3 clusters
  Score: Raw -4321333.001115 + Penalty 5058.864599 = -4316274.136515
  nChanged 161
		SP:Iteration 33Q (127363.090000 sec): 3 clusters
  Score: Raw -4321378.351027 + Penalty 5058.864599 = -4316319.486427
  nChanged 165
		SP:Iteration 34Q (127363.470000 sec): 3 clusters
  Score: Raw -4321425.358992 + Penalty 5058.864599 = -4316366.494393
  nChanged 169
		SP:Iteration 35Q (127363.790000 sec): 3 clusters
  Score: Raw -4321477.218322 + Penalty 5058.864599 = -4316418.353722
  nChanged 187
		SP:Iteration 36Q (127364.150000 sec): 3 clusters
  Score: Raw -4321533.670153 + Penalty 5058.864599 = -4316474.805554
  nChanged 167
		SP:Iteration 37Q (127364.500000 sec): 3 clusters
  Score: Raw -4321584.152740 + Penalty 5058.864599 = -4316525.288141
  nChanged 153
		SP:Iteration 38Q (127364.840000 sec): 3 clusters
  Score: Raw -4321628.729910 + Penalty 5058.864599 = -4316569.865311
  nChanged 129
		SP:Iteration 39Q (127365.180000 sec): 3 clusters
  Score: Raw -4321668.856997 + Penalty 5058.864599 = -4316609.992398
  nChanged 134
		SP:Iteration 40F (127365.570000 sec): 3 clusters
  Score: Raw -4321708.368727 + Penalty 5058.864599 = -4316649.504128
  nChanged 139
		SP:Iteration 41Q (127365.930000 sec): 3 clusters
  Score: Raw -4321749.124552 + Penalty 5058.864599 = -4316690.259952
  nChanged 152
		SP:Iteration 42Q (127366.290000 sec): 3 clusters
  Score: Raw -4321798.553930 + Penalty 5058.864599 = -4316739.689330
  nChanged 160
		SP:Iteration 43Q (127366.620000 sec): 3 clusters
  Score: Raw -4321855.116334 + Penalty 5058.864599 = -4316796.251735
  nChanged 170
		SP:Iteration 44Q (127367.020000 sec): 3 clusters
  Score: Raw -4321921.275343 + Penalty 5058.864599 = -4316862.410743
  nChanged 163
		SP:Iteration 45Q (127367.380000 sec): 3 clusters
  Score: Raw -4321981.601162 + Penalty 5058.864599 = -4316922.736562
  nChanged 139
		SP:Iteration 46Q (127367.730000 sec): 3 clusters
  Score: Raw -4322038.090098 + Penalty 5058.864599 = -4316979.225499
  nChanged 156
		SP:Iteration 47Q (127368.120000 sec): 3 clusters
  Score: Raw -4322100.710038 + Penalty 5058.864599 = -4317041.845439
  nChanged 135
		SP:Iteration 48Q (127368.480000 sec): 3 clusters
  Score: Raw -4322149.700352 + Penalty 5058.864599 = -4317090.835753
  nChanged 96
		SP:Iteration 49Q (127368.850000 sec): 3 clusters
  Score: Raw -4322181.920921 + Penalty 5058.864599 = -4317123.056322
  nChanged 81
		SP:Iteration 50Q (127369.210000 sec): 3 clusters
  Score: Raw -4322204.090317 + Penalty 5058.864599 = -4317145.225717
  nChanged 70
		SP:Iteration 51Q (127369.670000 sec): 3 clusters
  Score: Raw -4322228.049467 + Penalty 5058.864599 = -4317169.184868
  nChanged 80
		SP:Iteration 52Q (127369.970000 sec): 3 clusters
  Score: Raw -4322262.328970 + Penalty 5058.864599 = -4317203.464371
  nChanged 80
		SP:Iteration 53Q (127370.340000 sec): 3 clusters
  Score: Raw -4322296.093571 + Penalty 5058.864599 = -4317237.228971
  nChanged 70
		SP:Iteration 54Q (127370.710000 sec): 3 clusters
  Score: Raw -4322320.262692 + Penalty 5058.864599 = -4317261.398093
  nChanged 57
		SP:Iteration 55Q (127371.080000 sec): 3 clusters
  Score: Raw -4322339.303636 + Penalty 5058.864599 = -4317280.439036
  nChanged 44
		SP:Iteration 56Q (127371.450000 sec): 3 clusters
  Score: Raw -4322354.481480 + Penalty 5058.864599 = -4317295.616881
  nChanged 42
		SP:Iteration 57Q (127371.820000 sec): 3 clusters
  Score: Raw -4322370.885601 + Penalty 5058.864599 = -4317312.021001
  nChanged 45
		SP:Iteration 58Q (127372.190000 sec): 3 clusters
  Score: Raw -4322386.921389 + Penalty 5058.864599 = -4317328.056790
  nChanged 40
		SP:Iteration 59Q (127372.560000 sec): 3 clusters
  Score: Raw -4322403.028242 + Penalty 5058.864599 = -4317344.163643
  nChanged 34
		SP:Iteration 60F (127372.900000 sec): 3 clusters
  Score: Raw -4322418.675820 + Penalty 5058.864599 = -4317359.811221
  nChanged 22
		SP:Iteration 61Q (127373.270000 sec): 3 clusters
  Score: Raw -4322427.274715 + Penalty 5058.864599 = -4317368.410115
  nChanged 19
		SP:Iteration 62Q (127373.650000 sec): 3 clusters
  Score: Raw -4322433.251297 + Penalty 5058.864599 = -4317374.386697
  nChanged 16
		SP:Iteration 63Q (127374.020000 sec): 3 clusters
  Score: Raw -4322437.558260 + Penalty 5058.864599 = -4317378.693660
  nChanged 11
		SP:Iteration 64Q (127374.400000 sec): 3 clusters
  Score: Raw -4322441.223632 + Penalty 5058.864599 = -4317382.359032
  nChanged 8
		SP:Iteration 65Q (127374.770000 sec): 3 clusters
  Score: Raw -4322442.917422 + Penalty 5058.864599 = -4317384.052823
  nChanged 7
		SP:Iteration 66Q (127375.110000 sec): 3 clusters
  Score: Raw -4322444.831323 + Penalty 5058.864599 = -4317385.966724
  nChanged 6
		SP:Iteration 67Q (127375.440000 sec): 3 clusters
  Score: Raw -4322446.147569 + Penalty 5058.864599 = -4317387.282970
  nChanged 6
		SP:Iteration 68Q (127375.820000 sec): 3 clusters
  Score: Raw -4322448.227056 + Penalty 5058.864599 = -4317389.362456
  nChanged 8
		SP:Iteration 69Q (127376.200000 sec): 3 clusters
  Score: Raw -4322450.829703 + Penalty 5058.864599 = -4317391.965104
  nChanged 9
		SP:Iteration 70Q (127376.570000 sec): 3 clusters
  Score: Raw -4322454.284874 + Penalty 5058.864599 = -4317395.420275
  nChanged 10
		SP:Iteration 71Q (127376.940000 sec): 3 clusters
  Score: Raw -4322457.849459 + Penalty 5058.864599 = -4317398.984859
  nChanged 11
		SP:Iteration 72Q (127377.320000 sec): 3 clusters
  Score: Raw -4322461.112400 + Penalty 5058.864599 = -4317402.247801
  nChanged 11
		SP:Iteration 73Q (127377.700000 sec): 3 clusters
  Score: Raw -4322464.789952 + Penalty 5058.864599 = -4317405.925352
  nChanged 8
		SP:Iteration 74Q (127378.070000 sec): 3 clusters
  Score: Raw -4322467.049331 + Penalty 5058.864599 = -4317408.184732
  nChanged 5
		SP:Iteration 75Q (127378.440000 sec): 3 clusters
  Score: Raw -4322468.309849 + Penalty 5058.864599 = -4317409.445249
  nChanged 1
		SP:Iteration 76Q (127378.820000 sec): 3 clusters
  Score: Raw -4322468.416226 + Penalty 5058.864599 = -4317409.551626
  nChanged 1
		SP:Iteration 77Q (127379.190000 sec): 3 clusters
  Score: Raw -4322468.651126 + Penalty 5058.864599 = -4317409.786526
  nChanged 1
		SP:Iteration 78Q (127379.580000 sec): 3 clusters
  Score: Raw -4322469.034164 + Penalty 5058.864599 = -4317410.169565
  nChanged 3
		SP:Iteration 79Q (127379.940000 sec): 3 clusters
  Score: Raw -4322469.840580 + Penalty 5058.864599 = -4317410.975980
  nChanged 2
		SP:Iteration 80F (127380.270000 sec): 3 clusters
  Score: Raw -4322470.185410 + Penalty 5058.864599 = -4317411.320811
  nChanged 1
		SP:Iteration 81Q (127380.640000 sec): 3 clusters
  Score: Raw -4322470.376041 + Penalty 5058.864599 = -4317411.511442
  nChanged 0
		SP:Iteration 82F (127381.080000 sec): 3 clusters
  Score: Raw -4322470.376041 + Penalty 5058.864599 = -4317411.511442
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (111099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127381.910000 sec): 2 clusters
  Score: Raw -18128346.763175 + Penalty 2881.307890 = -18125465.455285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127382.960000 sec): 3 clusters
  Score: Raw -18056647.461485 + Penalty 5762.615779 = -18050884.845706
  nChanged 52666
		SP:Iteration 1F (127384.020000 sec): 3 clusters
  Score: Raw -18086769.467189 + Penalty 5762.615779 = -18081006.851410
  nChanged 3130
		SP:Iteration 2Q (127385.180000 sec): 3 clusters
  Score: Raw -18087352.910700 + Penalty 5762.615779 = -18081590.294920
  nChanged 2992
		SP:Iteration 3Q (127386.200000 sec): 3 clusters
  Score: Raw -18087928.857940 + Penalty 5762.615779 = -18082166.242161
  nChanged 2923
		SP:Iteration 4Q (127387.280000 sec): 3 clusters
  Score: Raw -18088502.791240 + Penalty 5762.615779 = -18082740.175460
  nChanged 2937
		SP:Iteration 5Q (127388.280000 sec): 3 clusters
  Score: Raw -18089138.795335 + Penalty 5762.615779 = -18083376.179556
  nChanged 3102
		SP:Iteration 6Q (127389.200000 sec): 3 clusters
  Score: Raw -18089920.180880 + Penalty 5762.615779 = -18084157.565100
  nChanged 3355
		SP:Iteration 7Q (127390.240000 sec): 3 clusters
  Score: Raw -18090931.694401 + Penalty 5762.615779 = -18085169.078622
  nChanged 3883
		SP:Iteration 8Q (127391.250000 sec): 3 clusters
  Score: Raw -18092437.815069 + Penalty 5762.615779 = -18086675.199290
  nChanged 4683
		SP:Iteration 9Q (127392.230000 sec): 3 clusters
  Score: Raw -18094822.301925 + Penalty 5762.615779 = -18089059.686145
  nChanged 5659
		SP:Iteration 10F (127393.290000 sec): 3 clusters
  Score: Raw -18098532.763072 + Penalty 5762.615779 = -18092770.147293
  nChanged 6421
		SP:Iteration 11F (127394.230000 sec): 3 clusters
  Score: Raw -18103227.729435 + Penalty 5762.615779 = -18097465.113656
  nChanged 6419
		SP:Iteration 12F (127395.140000 sec): 3 clusters
  Score: Raw -18107135.031193 + Penalty 5762.615779 = -18101372.415414
  nChanged 4838
		SP:Iteration 13Q (127396.180000 sec): 3 clusters
  Score: Raw -18109010.907816 + Penalty 5762.615779 = -18103248.292037
  nChanged 2920
		SP:Iteration 14Q (127397.190000 sec): 3 clusters
  Score: Raw -18109749.923789 + Penalty 5762.615779 = -18103987.308010
  nChanged 1957
		SP:Iteration 15Q (127398.190000 sec): 3 clusters
  Score: Raw -18110214.340733 + Penalty 5762.615779 = -18104451.724954
  nChanged 1775
		SP:Iteration 16Q (127399.170000 sec): 3 clusters
  Score: Raw -18110659.991769 + Penalty 5762.615779 = -18104897.375990
  nChanged 1857
		SP:Iteration 17Q (127400.170000 sec): 3 clusters
  Score: Raw -18111174.414104 + Penalty 5762.615779 = -18105411.798325
  nChanged 2016
		SP:Iteration 18Q (127401.220000 sec): 3 clusters
  Score: Raw -18111775.873218 + Penalty 5762.615779 = -18106013.257439
  nChanged 2149
		SP:Iteration 19Q (127402.260000 sec): 3 clusters
  Score: Raw -18112468.121447 + Penalty 5762.615779 = -18106705.505667
  nChanged 2238
		SP:Iteration 20F (127403.160000 sec): 3 clusters
  Score: Raw -18113240.993047 + Penalty 5762.615779 = -18107478.377268
  nChanged 2322
		SP:Iteration 21Q (127404.150000 sec): 3 clusters
  Score: Raw -18114103.155154 + Penalty 5762.615779 = -18108340.539374
  nChanged 2420
		SP:Iteration 22Q (127405.110000 sec): 3 clusters
  Score: Raw -18115102.414626 + Penalty 5762.615779 = -18109339.798846
  nChanged 2536
		SP:Iteration 23Q (127406.040000 sec): 3 clusters
  Score: Raw -18116265.264087 + Penalty 5762.615779 = -18110502.648308
  nChanged 2583
		SP:Iteration 24Q (127406.850000 sec): 3 clusters
  Score: Raw -18117578.654363 + Penalty 5762.615779 = -18111816.038583
  nChanged 2525
		SP:Iteration 25Q (127407.860000 sec): 3 clusters
  Score: Raw -18118946.253788 + Penalty 5762.615779 = -18113183.638009
  nChanged 2350
		SP:Iteration 26Q (127408.790000 sec): 3 clusters
  Score: Raw -18120310.403222 + Penalty 5762.615779 = -18114547.787443
  nChanged 2240
		SP:Iteration 27Q (127409.730000 sec): 3 clusters
  Score: Raw -18121726.542040 + Penalty 5762.615779 = -18115963.926261
  nChanged 2093
		SP:Iteration 28Q (127410.710000 sec): 3 clusters
  Score: Raw -18123172.721734 + Penalty 5762.615779 = -18117410.105955
  nChanged 1805
		SP:Iteration 29Q (127411.650000 sec): 3 clusters
  Score: Raw -18124505.608546 + Penalty 5762.615779 = -18118742.992767
  nChanged 1523
		SP:Iteration 30Q (127412.560000 sec): 3 clusters
  Score: Raw -18125679.860803 + Penalty 5762.615779 = -18119917.245023
  nChanged 1238
		SP:Iteration 31Q (127413.500000 sec): 3 clusters
  Score: Raw -18126682.323456 + Penalty 5762.615779 = -18120919.707676
  nChanged 900
		SP:Iteration 32Q (127414.460000 sec): 3 clusters
  Score: Raw -18127437.191327 + Penalty 5762.615779 = -18121674.575548
  nChanged 597
		SP:Iteration 33Q (127415.320000 sec): 3 clusters
  Score: Raw -18127954.748288 + Penalty 5762.615779 = -18122192.132508
  nChanged 366
		SP:Iteration 34Q (127416.220000 sec): 3 clusters
  Score: Raw -18128264.184716 + Penalty 5762.615779 = -18122501.568937
  nChanged 170
		SP:Iteration 35Q (127417.130000 sec): 3 clusters
  Score: Raw -18128431.080385 + Penalty 5762.615779 = -18122668.464605
  nChanged 90
		SP:Iteration 36Q (127418.060000 sec): 3 clusters
  Score: Raw -18128529.643502 + Penalty 5762.615779 = -18122767.027722
  nChanged 51
		SP:Iteration 37Q (127418.950000 sec): 3 clusters
  Score: Raw -18128581.059320 + Penalty 5762.615779 = -18122818.443541
  nChanged 42
		SP:Iteration 38Q (127419.820000 sec): 3 clusters
  Score: Raw -18128632.655766 + Penalty 5762.615779 = -18122870.039986
  nChanged 34
		SP:Iteration 39Q (127420.830000 sec): 3 clusters
  Score: Raw -18128672.277604 + Penalty 5762.615779 = -18122909.661824
  nChanged 21
		SP:Iteration 40F (127421.950000 sec): 3 clusters
  Score: Raw -18128695.044679 + Penalty 5762.615779 = -18122932.428899
  nChanged 9
		SP:Iteration 41Q (127423.040000 sec): 3 clusters
  Score: Raw -18128706.285584 + Penalty 5762.615779 = -18122943.669805
  nChanged 5
		SP:Iteration 42Q (127424.040000 sec): 3 clusters
  Score: Raw -18128712.565725 + Penalty 5762.615779 = -18122949.949946
  nChanged 4
		SP:Iteration 43Q (127425.060000 sec): 3 clusters
  Score: Raw -18128715.459406 + Penalty 5762.615779 = -18122952.843627
  nChanged 0
		SP:Iteration 44F (127426.170000 sec): 3 clusters
  Score: Raw -18128715.459406 + Penalty 5762.615779 = -18122952.843627
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (7722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127426.300000 sec): 2 clusters
  Score: Raw -1090323.558575 + Penalty 2220.053512 = -1088103.505064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127426.520000 sec): 3 clusters
  Score: Raw -1086337.299927 + Penalty 4440.107024 = -1081897.192904
  nChanged 3129
		SP:Iteration 1F (127426.730000 sec): 3 clusters
  Score: Raw -1088444.033124 + Penalty 4440.107024 = -1084003.926100
  nChanged 761
		SP:Iteration 2F (127426.910000 sec): 3 clusters
  Score: Raw -1089102.029332 + Penalty 4440.107024 = -1084661.922308
  nChanged 629
		SP:Iteration 3F (127427.170000 sec): 3 clusters
  Score: Raw -1089680.253715 + Penalty 4440.107024 = -1085240.146691
  nChanged 544
		SP:Iteration 4F (127427.360000 sec): 3 clusters
  Score: Raw -1090158.476629 + Penalty 4440.107024 = -1085718.369605
  nChanged 416
		SP:Iteration 5F (127427.580000 sec): 3 clusters
  Score: Raw -1090461.259807 + Penalty 4440.107024 = -1086021.152783
  nChanged 307
		SP:Iteration 6Q (127427.810000 sec): 3 clusters
  Score: Raw -1090653.428734 + Penalty 4440.107024 = -1086213.321710
  nChanged 234
		SP:Iteration 7Q (127428.040000 sec): 3 clusters
  Score: Raw -1090777.322874 + Penalty 4440.107024 = -1086337.215851
  nChanged 190
		SP:Iteration 8Q (127428.260000 sec): 3 clusters
  Score: Raw -1090864.709075 + Penalty 4440.107024 = -1086424.602051
  nChanged 158
		SP:Iteration 9Q (127428.480000 sec): 3 clusters
  Score: Raw -1090926.701795 + Penalty 4440.107024 = -1086486.594771
  nChanged 126
		SP:Iteration 10Q (127428.700000 sec): 3 clusters
  Score: Raw -1090965.554658 + Penalty 4440.107024 = -1086525.447634
  nChanged 92
		SP:Iteration 11Q (127428.920000 sec): 3 clusters
  Score: Raw -1090992.476062 + Penalty 4440.107024 = -1086552.369038
  nChanged 53
		SP:Iteration 12Q (127429.140000 sec): 3 clusters
  Score: Raw -1091007.517661 + Penalty 4440.107024 = -1086567.410637
  nChanged 49
		SP:Iteration 13Q (127429.370000 sec): 3 clusters
  Score: Raw -1091022.576299 + Penalty 4440.107024 = -1086582.469275
  nChanged 46
		SP:Iteration 14Q (127429.590000 sec): 3 clusters
  Score: Raw -1091035.610954 + Penalty 4440.107024 = -1086595.503930
  nChanged 40
		SP:Iteration 15Q (127429.820000 sec): 3 clusters
  Score: Raw -1091047.955715 + Penalty 4440.107024 = -1086607.848691
  nChanged 39
		SP:Iteration 16Q (127430.040000 sec): 3 clusters
  Score: Raw -1091058.927341 + Penalty 4440.107024 = -1086618.820317
  nChanged 44
		SP:Iteration 17Q (127430.270000 sec): 3 clusters
  Score: Raw -1091071.951786 + Penalty 4440.107024 = -1086631.844762
  nChanged 55
		SP:Iteration 18Q (127430.490000 sec): 3 clusters
  Score: Raw -1091089.915226 + Penalty 4440.107024 = -1086649.808202
  nChanged 53
		SP:Iteration 19Q (127430.710000 sec): 3 clusters
  Score: Raw -1091105.065603 + Penalty 4440.107024 = -1086664.958579
  nChanged 45
		SP:Iteration 20F (127430.940000 sec): 3 clusters
  Score: Raw -1091121.483597 + Penalty 4440.107024 = -1086681.376573
  nChanged 50
		SP:Iteration 21Q (127431.170000 sec): 3 clusters
  Score: Raw -1091134.091608 + Penalty 4440.107024 = -1086693.984584
  nChanged 41
		SP:Iteration 22Q (127431.390000 sec): 3 clusters
  Score: Raw -1091147.945105 + Penalty 4440.107024 = -1086707.838081
  nChanged 54
		SP:Iteration 23Q (127431.620000 sec): 3 clusters
  Score: Raw -1091169.543923 + Penalty 4440.107024 = -1086729.436900
  nChanged 59
		SP:Iteration 24Q (127431.840000 sec): 3 clusters
  Score: Raw -1091202.772666 + Penalty 4440.107024 = -1086762.665642
  nChanged 61
		SP:Iteration 25Q (127432.060000 sec): 3 clusters
  Score: Raw -1091229.692450 + Penalty 4440.107024 = -1086789.585426
  nChanged 62
		SP:Iteration 26Q (127432.290000 sec): 3 clusters
  Score: Raw -1091254.541510 + Penalty 4440.107024 = -1086814.434486
  nChanged 60
		SP:Iteration 27Q (127432.520000 sec): 3 clusters
  Score: Raw -1091278.958658 + Penalty 4440.107024 = -1086838.851635
  nChanged 66
		SP:Iteration 28Q (127432.740000 sec): 3 clusters
  Score: Raw -1091310.383920 + Penalty 4440.107024 = -1086870.276896
  nChanged 64
		SP:Iteration 29Q (127432.960000 sec): 3 clusters
  Score: Raw -1091337.635717 + Penalty 4440.107024 = -1086897.528694
  nChanged 61
		SP:Iteration 30Q (127433.180000 sec): 3 clusters
  Score: Raw -1091364.116741 + Penalty 4440.107024 = -1086924.009717
  nChanged 59
		SP:Iteration 31Q (127433.410000 sec): 3 clusters
  Score: Raw -1091385.164557 + Penalty 4440.107024 = -1086945.057533
  nChanged 50
		SP:Iteration 32Q (127433.580000 sec): 3 clusters
  Score: Raw -1091401.547705 + Penalty 4440.107024 = -1086961.440682
  nChanged 44
		SP:Iteration 33Q (127433.810000 sec): 3 clusters
  Score: Raw -1091414.322273 + Penalty 4440.107024 = -1086974.215249
  nChanged 34
		SP:Iteration 34Q (127434.080000 sec): 3 clusters
  Score: Raw -1091422.829946 + Penalty 4440.107024 = -1086982.722922
  nChanged 31
		SP:Iteration 35Q (127434.240000 sec): 3 clusters
  Score: Raw -1091430.298371 + Penalty 4440.107024 = -1086990.191347
  nChanged 22
		SP:Iteration 36Q (127434.480000 sec): 3 clusters
  Score: Raw -1091436.760333 + Penalty 4440.107024 = -1086996.653310
  nChanged 24
		SP:Iteration 37Q (127434.680000 sec): 3 clusters
  Score: Raw -1091445.132925 + Penalty 4440.107024 = -1087005.025901
  nChanged 22
		SP:Iteration 38Q (127434.900000 sec): 3 clusters
  Score: Raw -1091451.045083 + Penalty 4440.107024 = -1087010.938059
  nChanged 21
		SP:Iteration 39Q (127435.150000 sec): 3 clusters
  Score: Raw -1091457.505928 + Penalty 4440.107024 = -1087017.398904
  nChanged 19
		SP:Iteration 40F (127435.340000 sec): 3 clusters
  Score: Raw -1091463.402548 + Penalty 4440.107024 = -1087023.295525
  nChanged 18
		SP:Iteration 41Q (127435.520000 sec): 3 clusters
  Score: Raw -1091468.783815 + Penalty 4440.107024 = -1087028.676791
  nChanged 14
		SP:Iteration 42Q (127435.700000 sec): 3 clusters
  Score: Raw -1091472.623869 + Penalty 4440.107024 = -1087032.516846
  nChanged 17
		SP:Iteration 43Q (127435.950000 sec): 3 clusters
  Score: Raw -1091476.990021 + Penalty 4440.107024 = -1087036.882997
  nChanged 17
		SP:Iteration 44Q (127436.130000 sec): 3 clusters
  Score: Raw -1091481.821487 + Penalty 4440.107024 = -1087041.714463
  nChanged 15
		SP:Iteration 45Q (127436.370000 sec): 3 clusters
  Score: Raw -1091485.434451 + Penalty 4440.107024 = -1087045.327428
  nChanged 14
		SP:Iteration 46Q (127436.610000 sec): 3 clusters
  Score: Raw -1091488.497272 + Penalty 4440.107024 = -1087048.390248
  nChanged 11
		SP:Iteration 47Q (127436.910000 sec): 3 clusters
  Score: Raw -1091490.909421 + Penalty 4440.107024 = -1087050.802397
  nChanged 8
		SP:Iteration 48Q (127437.160000 sec): 3 clusters
  Score: Raw -1091493.435959 + Penalty 4440.107024 = -1087053.328935
  nChanged 12
		SP:Iteration 49Q (127437.390000 sec): 3 clusters
  Score: Raw -1091496.585079 + Penalty 4440.107024 = -1087056.478055
  nChanged 12
		SP:Iteration 50Q (127437.610000 sec): 3 clusters
  Score: Raw -1091500.022746 + Penalty 4440.107024 = -1087059.915722
  nChanged 16
		SP:Iteration 51Q (127437.840000 sec): 3 clusters
  Score: Raw -1091504.117585 + Penalty 4440.107024 = -1087064.010561
  nChanged 18
		SP:Iteration 52Q (127438.070000 sec): 3 clusters
  Score: Raw -1091510.620611 + Penalty 4440.107024 = -1087070.513587
  nChanged 15
		SP:Iteration 53Q (127438.310000 sec): 3 clusters
  Score: Raw -1091516.420927 + Penalty 4440.107024 = -1087076.313903
  nChanged 12
		SP:Iteration 54Q (127438.540000 sec): 3 clusters
  Score: Raw -1091521.154002 + Penalty 4440.107024 = -1087081.046978
  nChanged 6
		SP:Iteration 55Q (127438.770000 sec): 3 clusters
  Score: Raw -1091522.540620 + Penalty 4440.107024 = -1087082.433597
  nChanged 3
		SP:Iteration 56Q (127439.010000 sec): 3 clusters
  Score: Raw -1091523.197111 + Penalty 4440.107024 = -1087083.090088
  nChanged 3
		SP:Iteration 57Q (127439.190000 sec): 3 clusters
  Score: Raw -1091524.175726 + Penalty 4440.107024 = -1087084.068702
  nChanged 3
		SP:Iteration 58Q (127439.410000 sec): 3 clusters
  Score: Raw -1091525.095867 + Penalty 4440.107024 = -1087084.988843
  nChanged 4
		SP:Iteration 59Q (127439.620000 sec): 3 clusters
  Score: Raw -1091526.200831 + Penalty 4440.107024 = -1087086.093807
  nChanged 3
		SP:Iteration 60F (127439.870000 sec): 3 clusters
  Score: Raw -1091527.114130 + Penalty 4440.107024 = -1087087.007106
  nChanged 6
		SP:Iteration 61Q (127440.160000 sec): 3 clusters
  Score: Raw -1091528.806850 + Penalty 4440.107024 = -1087088.699826
  nChanged 6
		SP:Iteration 62Q (127440.380000 sec): 3 clusters
  Score: Raw -1091530.177911 + Penalty 4440.107024 = -1087090.070887
  nChanged 5
		SP:Iteration 63Q (127440.620000 sec): 3 clusters
  Score: Raw -1091531.217097 + Penalty 4440.107024 = -1087091.110073
  nChanged 6
		SP:Iteration 64Q (127440.900000 sec): 3 clusters
  Score: Raw -1091532.293157 + Penalty 4440.107024 = -1087092.186134
  nChanged 7
		SP:Iteration 65Q (127441.170000 sec): 3 clusters
  Score: Raw -1091533.826479 + Penalty 4440.107024 = -1087093.719456
  nChanged 3
		SP:Iteration 66Q (127441.450000 sec): 3 clusters
  Score: Raw -1091534.451028 + Penalty 4440.107024 = -1087094.344004
  nChanged 1
		SP:Iteration 67Q (127441.680000 sec): 3 clusters
  Score: Raw -1091534.689648 + Penalty 4440.107024 = -1087094.582624
  nChanged 1
		SP:Iteration 68Q (127442.010000 sec): 3 clusters
  Score: Raw -1091534.985300 + Penalty 4440.107024 = -1087094.878276
  nChanged 1
		SP:Iteration 69Q (127442.210000 sec): 3 clusters
  Score: Raw -1091535.096777 + Penalty 4440.107024 = -1087094.989753
  nChanged 3
		SP:Iteration 70Q (127442.480000 sec): 3 clusters
  Score: Raw -1091535.588354 + Penalty 4440.107024 = -1087095.481330
  nChanged 0
		SP:Iteration 71F (127442.660000 sec): 3 clusters
  Score: Raw -1091535.588354 + Penalty 4440.107024 = -1087095.481330
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (11274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127442.880000 sec): 2 clusters
  Score: Raw -1762200.767267 + Penalty 2313.903108 = -1759886.864159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127443.190000 sec): 3 clusters
  Score: Raw -1755994.985115 + Penalty 4627.806216 = -1751367.178899
  nChanged 4739
		SP:Iteration 1F (127443.370000 sec): 3 clusters
  Score: Raw -1758596.598090 + Penalty 4627.806216 = -1753968.791874
  nChanged 761
		SP:Iteration 2F (127443.620000 sec): 3 clusters
  Score: Raw -1758980.597858 + Penalty 4627.806216 = -1754352.791642
  nChanged 648
		SP:Iteration 3F (127443.820000 sec): 3 clusters
  Score: Raw -1759333.948685 + Penalty 4627.806216 = -1754706.142468
  nChanged 587
		SP:Iteration 4F (127444.030000 sec): 3 clusters
  Score: Raw -1759672.607866 + Penalty 4627.806216 = -1755044.801649
  nChanged 542
		SP:Iteration 5Q (127444.280000 sec): 3 clusters
  Score: Raw -1759983.301242 + Penalty 4627.806216 = -1755355.495026
  nChanged 529
		SP:Iteration 6Q (127444.500000 sec): 3 clusters
  Score: Raw -1760289.279950 + Penalty 4627.806216 = -1755661.473733
  nChanged 489
		SP:Iteration 7Q (127444.800000 sec): 3 clusters
  Score: Raw -1760536.922253 + Penalty 4627.806216 = -1755909.116037
  nChanged 396
		SP:Iteration 8Q (127445.080000 sec): 3 clusters
  Score: Raw -1760725.314018 + Penalty 4627.806216 = -1756097.507802
  nChanged 343
		SP:Iteration 9Q (127445.420000 sec): 3 clusters
  Score: Raw -1760863.448954 + Penalty 4627.806216 = -1756235.642737
  nChanged 306
		SP:Iteration 10Q (127445.820000 sec): 3 clusters
  Score: Raw -1760978.611314 + Penalty 4627.806216 = -1756350.805097
  nChanged 262
		SP:Iteration 11Q (127446.060000 sec): 3 clusters
  Score: Raw -1761081.517232 + Penalty 4627.806216 = -1756453.711015
  nChanged 238
		SP:Iteration 12Q (127446.330000 sec): 3 clusters
  Score: Raw -1761171.508258 + Penalty 4627.806216 = -1756543.702041
  nChanged 221
		SP:Iteration 13Q (127446.690000 sec): 3 clusters
  Score: Raw -1761252.389425 + Penalty 4627.806216 = -1756624.583208
  nChanged 205
		SP:Iteration 14Q (127446.950000 sec): 3 clusters
  Score: Raw -1761324.407323 + Penalty 4627.806216 = -1756696.601107
  nChanged 201
		SP:Iteration 15Q (127447.200000 sec): 3 clusters
  Score: Raw -1761387.873181 + Penalty 4627.806216 = -1756760.066965
  nChanged 155
		SP:Iteration 16Q (127447.470000 sec): 3 clusters
  Score: Raw -1761437.757149 + Penalty 4627.806216 = -1756809.950933
  nChanged 149
		SP:Iteration 17Q (127447.740000 sec): 3 clusters
  Score: Raw -1761490.845536 + Penalty 4627.806216 = -1756863.039320
  nChanged 155
		SP:Iteration 18Q (127448.010000 sec): 3 clusters
  Score: Raw -1761539.636591 + Penalty 4627.806216 = -1756911.830375
  nChanged 136
		SP:Iteration 19Q (127448.260000 sec): 3 clusters
  Score: Raw -1761580.772909 + Penalty 4627.806216 = -1756952.966693
  nChanged 117
		SP:Iteration 20F (127448.530000 sec): 3 clusters
  Score: Raw -1761618.068892 + Penalty 4627.806216 = -1756990.262676
  nChanged 107
		SP:Iteration 21Q (127448.820000 sec): 3 clusters
  Score: Raw -1761653.682856 + Penalty 4627.806216 = -1757025.876640
  nChanged 102
		SP:Iteration 22Q (127449.100000 sec): 3 clusters
  Score: Raw -1761685.011927 + Penalty 4627.806216 = -1757057.205710
  nChanged 106
		SP:Iteration 23Q (127449.490000 sec): 3 clusters
  Score: Raw -1761718.914010 + Penalty 4627.806216 = -1757091.107794
  nChanged 98
		SP:Iteration 24Q (127449.640000 sec): 3 clusters
  Score: Raw -1761750.262158 + Penalty 4627.806216 = -1757122.455942
  nChanged 101
		SP:Iteration 25Q (127449.900000 sec): 3 clusters
  Score: Raw -1761782.813978 + Penalty 4627.806216 = -1757155.007761
  nChanged 93
		SP:Iteration 26Q (127450.160000 sec): 3 clusters
  Score: Raw -1761814.844269 + Penalty 4627.806216 = -1757187.038052
  nChanged 86
		SP:Iteration 27Q (127450.460000 sec): 3 clusters
  Score: Raw -1761844.807033 + Penalty 4627.806216 = -1757217.000816
  nChanged 88
		SP:Iteration 28Q (127450.800000 sec): 3 clusters
  Score: Raw -1761873.532111 + Penalty 4627.806216 = -1757245.725895
  nChanged 85
		SP:Iteration 29Q (127451.090000 sec): 3 clusters
  Score: Raw -1761905.555401 + Penalty 4627.806216 = -1757277.749184
  nChanged 86
		SP:Iteration 30Q (127451.280000 sec): 3 clusters
  Score: Raw -1761941.751283 + Penalty 4627.806216 = -1757313.945066
  nChanged 87
		SP:Iteration 31Q (127451.500000 sec): 3 clusters
  Score: Raw -1761977.621030 + Penalty 4627.806216 = -1757349.814814
  nChanged 92
		SP:Iteration 32Q (127451.770000 sec): 3 clusters
  Score: Raw -1762018.585573 + Penalty 4627.806216 = -1757390.779356
  nChanged 94
		SP:Iteration 33Q (127451.920000 sec): 3 clusters
  Score: Raw -1762060.001048 + Penalty 4627.806216 = -1757432.194831
  nChanged 90
		SP:Iteration 34Q (127452.120000 sec): 3 clusters
  Score: Raw -1762097.086585 + Penalty 4627.806216 = -1757469.280369
  nChanged 96
		SP:Iteration 35Q (127452.380000 sec): 3 clusters
  Score: Raw -1762140.950715 + Penalty 4627.806216 = -1757513.144498
  nChanged 86
		SP:Iteration 36Q (127452.560000 sec): 3 clusters
  Score: Raw -1762177.492616 + Penalty 4627.806216 = -1757549.686399
  nChanged 77
		SP:Iteration 37Q (127452.820000 sec): 3 clusters
  Score: Raw -1762207.777055 + Penalty 4627.806216 = -1757579.970839
  nChanged 76
		SP:Iteration 38Q (127453.090000 sec): 3 clusters
  Score: Raw -1762234.245930 + Penalty 4627.806216 = -1757606.439714
  nChanged 58
		SP:Iteration 39Q (127453.400000 sec): 3 clusters
  Score: Raw -1762260.406445 + Penalty 4627.806216 = -1757632.600229
  nChanged 61
		SP:Iteration 40F (127453.590000 sec): 3 clusters
  Score: Raw -1762287.167970 + Penalty 4627.806216 = -1757659.361754
  nChanged 68
		SP:Iteration 41Q (127453.780000 sec): 3 clusters
  Score: Raw -1762321.260028 + Penalty 4627.806216 = -1757693.453812
  nChanged 60
		SP:Iteration 42Q (127453.950000 sec): 3 clusters
  Score: Raw -1762352.406600 + Penalty 4627.806216 = -1757724.600383
  nChanged 53
		SP:Iteration 43Q (127454.180000 sec): 3 clusters
  Score: Raw -1762380.138602 + Penalty 4627.806216 = -1757752.332385
  nChanged 55
		SP:Iteration 44Q (127454.370000 sec): 3 clusters
  Score: Raw -1762409.540946 + Penalty 4627.806216 = -1757781.734730
  nChanged 57
		SP:Iteration 45Q (127454.600000 sec): 3 clusters
  Score: Raw -1762434.801853 + Penalty 4627.806216 = -1757806.995637
  nChanged 44
		SP:Iteration 46Q (127454.810000 sec): 3 clusters
  Score: Raw -1762454.913842 + Penalty 4627.806216 = -1757827.107626
  nChanged 40
		SP:Iteration 47Q (127455.000000 sec): 3 clusters
  Score: Raw -1762470.747149 + Penalty 4627.806216 = -1757842.940933
  nChanged 31
		SP:Iteration 48Q (127455.200000 sec): 3 clusters
  Score: Raw -1762482.563227 + Penalty 4627.806216 = -1757854.757011
  nChanged 14
		SP:Iteration 49Q (127455.450000 sec): 3 clusters
  Score: Raw -1762488.146610 + Penalty 4627.806216 = -1757860.340394
  nChanged 18
		SP:Iteration 50Q (127455.630000 sec): 3 clusters
  Score: Raw -1762494.917239 + Penalty 4627.806216 = -1757867.111023
  nChanged 15
		SP:Iteration 51Q (127455.880000 sec): 3 clusters
  Score: Raw -1762501.512217 + Penalty 4627.806216 = -1757873.706000
  nChanged 12
		SP:Iteration 52Q (127456.030000 sec): 3 clusters
  Score: Raw -1762505.823584 + Penalty 4627.806216 = -1757878.017367
  nChanged 12
		SP:Iteration 53Q (127456.270000 sec): 3 clusters
  Score: Raw -1762511.164009 + Penalty 4627.806216 = -1757883.357793
  nChanged 15
		SP:Iteration 54Q (127456.530000 sec): 3 clusters
  Score: Raw -1762518.248414 + Penalty 4627.806216 = -1757890.442198
  nChanged 14
		SP:Iteration 55Q (127456.760000 sec): 3 clusters
  Score: Raw -1762524.253544 + Penalty 4627.806216 = -1757896.447328
  nChanged 16
		SP:Iteration 56Q (127456.970000 sec): 3 clusters
  Score: Raw -1762533.144522 + Penalty 4627.806216 = -1757905.338305
  nChanged 17
		SP:Iteration 57Q (127457.130000 sec): 3 clusters
  Score: Raw -1762540.406308 + Penalty 4627.806216 = -1757912.600092
  nChanged 15
		SP:Iteration 58Q (127457.380000 sec): 3 clusters
  Score: Raw -1762546.976850 + Penalty 4627.806216 = -1757919.170634
  nChanged 11
		SP:Iteration 59Q (127457.620000 sec): 3 clusters
  Score: Raw -1762550.723179 + Penalty 4627.806216 = -1757922.916962
  nChanged 13
		SP:Iteration 60F (127457.900000 sec): 3 clusters
  Score: Raw -1762554.322081 + Penalty 4627.806216 = -1757926.515865
  nChanged 9
		SP:Iteration 61Q (127458.080000 sec): 3 clusters
  Score: Raw -1762557.803872 + Penalty 4627.806216 = -1757929.997655
  nChanged 9
		SP:Iteration 62Q (127458.330000 sec): 3 clusters
  Score: Raw -1762561.837965 + Penalty 4627.806216 = -1757934.031748
  nChanged 6
		SP:Iteration 63Q (127458.620000 sec): 3 clusters
  Score: Raw -1762564.608166 + Penalty 4627.806216 = -1757936.801950
  nChanged 6
		SP:Iteration 64Q (127458.760000 sec): 3 clusters
  Score: Raw -1762566.465388 + Penalty 4627.806216 = -1757938.659171
  nChanged 3
		SP:Iteration 65Q (127458.970000 sec): 3 clusters
  Score: Raw -1762567.889078 + Penalty 4627.806216 = -1757940.082861
  nChanged 3
		SP:Iteration 66Q (127459.230000 sec): 3 clusters
  Score: Raw -1762568.947206 + Penalty 4627.806216 = -1757941.140989
  nChanged 8
		SP:Iteration 67Q (127459.400000 sec): 3 clusters
  Score: Raw -1762571.244402 + Penalty 4627.806216 = -1757943.438186
  nChanged 4
		SP:Iteration 68Q (127459.600000 sec): 3 clusters
  Score: Raw -1762572.631855 + Penalty 4627.806216 = -1757944.825639
  nChanged 3
		SP:Iteration 69Q (127459.820000 sec): 3 clusters
  Score: Raw -1762573.554277 + Penalty 4627.806216 = -1757945.748061
  nChanged 2
		SP:Iteration 70Q (127460.040000 sec): 3 clusters
  Score: Raw -1762574.596132 + Penalty 4627.806216 = -1757946.789916
  nChanged 4
		SP:Iteration 71Q (127460.220000 sec): 3 clusters
  Score: Raw -1762576.356526 + Penalty 4627.806216 = -1757948.550309
  nChanged 5
		SP:Iteration 72Q (127460.480000 sec): 3 clusters
  Score: Raw -1762578.732915 + Penalty 4627.806216 = -1757950.926699
  nChanged 2
		SP:Iteration 73Q (127460.740000 sec): 3 clusters
  Score: Raw -1762579.808354 + Penalty 4627.806216 = -1757952.002138
  nChanged 4
		SP:Iteration 74Q (127460.960000 sec): 3 clusters
  Score: Raw -1762581.128193 + Penalty 4627.806216 = -1757953.321977
  nChanged 4
		SP:Iteration 75Q (127461.190000 sec): 3 clusters
  Score: Raw -1762582.943930 + Penalty 4627.806216 = -1757955.137714
  nChanged 5
		SP:Iteration 76Q (127461.430000 sec): 3 clusters
  Score: Raw -1762584.514793 + Penalty 4627.806216 = -1757956.708577
  nChanged 3
		SP:Iteration 77Q (127461.650000 sec): 3 clusters
  Score: Raw -1762585.564705 + Penalty 4627.806216 = -1757957.758489
  nChanged 4
		SP:Iteration 78Q (127461.840000 sec): 3 clusters
  Score: Raw -1762586.672331 + Penalty 4627.806216 = -1757958.866115
  nChanged 4
		SP:Iteration 79Q (127462.090000 sec): 3 clusters
  Score: Raw -1762588.797568 + Penalty 4627.806216 = -1757960.991351
  nChanged 5
		SP:Iteration 80F (127462.380000 sec): 3 clusters
  Score: Raw -1762590.643896 + Penalty 4627.806216 = -1757962.837680
  nChanged 4
		SP:Iteration 81Q (127462.640000 sec): 3 clusters
  Score: Raw -1762592.548312 + Penalty 4627.806216 = -1757964.742096
  nChanged 5
		SP:Iteration 82Q (127462.860000 sec): 3 clusters
  Score: Raw -1762595.050308 + Penalty 4627.806216 = -1757967.244091
  nChanged 3
		SP:Iteration 83Q (127463.120000 sec): 3 clusters
  Score: Raw -1762595.634000 + Penalty 4627.806216 = -1757967.827783
  nChanged 3
		SP:Iteration 84Q (127463.350000 sec): 3 clusters
  Score: Raw -1762597.104022 + Penalty 4627.806216 = -1757969.297805
  nChanged 5
		SP:Iteration 85Q (127463.630000 sec): 3 clusters
  Score: Raw -1762598.252965 + Penalty 4627.806216 = -1757970.446749
  nChanged 2
		SP:Iteration 86Q (127463.840000 sec): 3 clusters
  Score: Raw -1762599.005500 + Penalty 4627.806216 = -1757971.199284
  nChanged 2
		SP:Iteration 87Q (127464.060000 sec): 3 clusters
  Score: Raw -1762599.582120 + Penalty 4627.806216 = -1757971.775904
  nChanged 3
		SP:Iteration 88Q (127464.360000 sec): 3 clusters
  Score: Raw -1762601.105040 + Penalty 4627.806216 = -1757973.298824
  nChanged 5
		SP:Iteration 89Q (127464.620000 sec): 3 clusters
  Score: Raw -1762602.858937 + Penalty 4627.806216 = -1757975.052720
  nChanged 6
		SP:Iteration 90Q (127464.820000 sec): 3 clusters
  Score: Raw -1762605.322218 + Penalty 4627.806216 = -1757977.516002
  nChanged 5
		SP:Iteration 91Q (127465.060000 sec): 3 clusters
  Score: Raw -1762607.301708 + Penalty 4627.806216 = -1757979.495492
  nChanged 4
		SP:Iteration 92Q (127465.250000 sec): 3 clusters
  Score: Raw -1762608.889764 + Penalty 4627.806216 = -1757981.083547
  nChanged 5
		SP:Iteration 93Q (127465.440000 sec): 3 clusters
  Score: Raw -1762610.975577 + Penalty 4627.806216 = -1757983.169360
  nChanged 4
		SP:Iteration 94Q (127465.660000 sec): 3 clusters
  Score: Raw -1762612.270746 + Penalty 4627.806216 = -1757984.464530
  nChanged 2
		SP:Iteration 95Q (127465.880000 sec): 3 clusters
  Score: Raw -1762613.319217 + Penalty 4627.806216 = -1757985.513001
  nChanged 2
		SP:Iteration 96Q (127466.060000 sec): 3 clusters
  Score: Raw -1762614.361827 + Penalty 4627.806216 = -1757986.555611
  nChanged 4
		SP:Iteration 97Q (127466.270000 sec): 3 clusters
  Score: Raw -1762616.175895 + Penalty 4627.806216 = -1757988.369679
  nChanged 4
		SP:Iteration 98Q (127466.460000 sec): 3 clusters
  Score: Raw -1762617.956227 + Penalty 4627.806216 = -1757990.150010
  nChanged 2
		SP:Iteration 99Q (127466.640000 sec): 3 clusters
  Score: Raw -1762618.589723 + Penalty 4627.806216 = -1757990.783507
  nChanged 0
		SP:Iteration 100F (127466.860000 sec): 3 clusters
  Score: Raw -1762618.589723 + Penalty 4627.806216 = -1757990.783507
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (10511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127466.980000 sec): 2 clusters
  Score: Raw -1673331.240318 + Penalty 2296.524046 = -1671034.716272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127467.240000 sec): 3 clusters
  Score: Raw -1667635.991323 + Penalty 4593.048093 = -1663042.943230
  nChanged 4437
		SP:Iteration 1F (127467.500000 sec): 3 clusters
  Score: Raw -1670036.493099 + Penalty 4593.048093 = -1665443.445006
  nChanged 636
		SP:Iteration 2F (127467.780000 sec): 3 clusters
  Score: Raw -1670337.821587 + Penalty 4593.048093 = -1665744.773494
  nChanged 507
		SP:Iteration 3Q (127468.000000 sec): 3 clusters
  Score: Raw -1670558.053028 + Penalty 4593.048093 = -1665965.004935
  nChanged 443
		SP:Iteration 4Q (127468.220000 sec): 3 clusters
  Score: Raw -1670733.887183 + Penalty 4593.048093 = -1666140.839090
  nChanged 364
		SP:Iteration 5Q (127468.400000 sec): 3 clusters
  Score: Raw -1670885.302693 + Penalty 4593.048093 = -1666292.254600
  nChanged 345
		SP:Iteration 6Q (127468.670000 sec): 3 clusters
  Score: Raw -1671049.685436 + Penalty 4593.048093 = -1666456.637343
  nChanged 393
		SP:Iteration 7Q (127468.920000 sec): 3 clusters
  Score: Raw -1671240.478845 + Penalty 4593.048093 = -1666647.430752
  nChanged 401
		SP:Iteration 8Q (127469.210000 sec): 3 clusters
  Score: Raw -1671464.699360 + Penalty 4593.048093 = -1666871.651267
  nChanged 460
		SP:Iteration 9Q (127469.410000 sec): 3 clusters
  Score: Raw -1671789.377029 + Penalty 4593.048093 = -1667196.328936
  nChanged 514
		SP:Iteration 10Q (127469.600000 sec): 3 clusters
  Score: Raw -1672193.439580 + Penalty 4593.048093 = -1667600.391487
  nChanged 557
		SP:Iteration 11F (127469.840000 sec): 3 clusters
  Score: Raw -1672612.174107 + Penalty 4593.048093 = -1668019.126014
  nChanged 483
		SP:Iteration 12Q (127470.050000 sec): 3 clusters
  Score: Raw -1672949.200066 + Penalty 4593.048093 = -1668356.151973
  nChanged 399
		SP:Iteration 13Q (127470.200000 sec): 3 clusters
  Score: Raw -1673219.271980 + Penalty 4593.048093 = -1668626.223887
  nChanged 298
		SP:Iteration 14Q (127470.380000 sec): 3 clusters
  Score: Raw -1673403.165272 + Penalty 4593.048093 = -1668810.117179
  nChanged 222
		SP:Iteration 15Q (127470.640000 sec): 3 clusters
  Score: Raw -1673532.924583 + Penalty 4593.048093 = -1668939.876490
  nChanged 184
		SP:Iteration 16Q (127470.780000 sec): 3 clusters
  Score: Raw -1673621.741834 + Penalty 4593.048093 = -1669028.693741
  nChanged 139
		SP:Iteration 17Q (127471.030000 sec): 3 clusters
  Score: Raw -1673687.103552 + Penalty 4593.048093 = -1669094.055459
  nChanged 122
		SP:Iteration 18Q (127471.180000 sec): 3 clusters
  Score: Raw -1673738.814140 + Penalty 4593.048093 = -1669145.766047
  nChanged 106
		SP:Iteration 19Q (127471.430000 sec): 3 clusters
  Score: Raw -1673779.114829 + Penalty 4593.048093 = -1669186.066736
  nChanged 81
		SP:Iteration 20F (127471.580000 sec): 3 clusters
  Score: Raw -1673810.821215 + Penalty 4593.048093 = -1669217.773122
  nChanged 75
		SP:Iteration 21Q (127471.760000 sec): 3 clusters
  Score: Raw -1673840.449199 + Penalty 4593.048093 = -1669247.401106
  nChanged 69
		SP:Iteration 22Q (127471.970000 sec): 3 clusters
  Score: Raw -1673865.659072 + Penalty 4593.048093 = -1669272.610979
  nChanged 58
		SP:Iteration 23Q (127472.210000 sec): 3 clusters
  Score: Raw -1673886.448605 + Penalty 4593.048093 = -1669293.400512
  nChanged 59
		SP:Iteration 24Q (127472.430000 sec): 3 clusters
  Score: Raw -1673907.286958 + Penalty 4593.048093 = -1669314.238865
  nChanged 49
		SP:Iteration 25Q (127472.660000 sec): 3 clusters
  Score: Raw -1673923.055381 + Penalty 4593.048093 = -1669330.007288
  nChanged 39
		SP:Iteration 26Q (127472.880000 sec): 3 clusters
  Score: Raw -1673936.565273 + Penalty 4593.048093 = -1669343.517180
  nChanged 35
		SP:Iteration 27Q (127473.040000 sec): 3 clusters
  Score: Raw -1673944.786698 + Penalty 4593.048093 = -1669351.738605
  nChanged 28
		SP:Iteration 28Q (127473.280000 sec): 3 clusters
  Score: Raw -1673952.676532 + Penalty 4593.048093 = -1669359.628439
  nChanged 26
		SP:Iteration 29Q (127473.460000 sec): 3 clusters
  Score: Raw -1673960.482282 + Penalty 4593.048093 = -1669367.434189
  nChanged 25
		SP:Iteration 30Q (127473.710000 sec): 3 clusters
  Score: Raw -1673966.785554 + Penalty 4593.048093 = -1669373.737461
  nChanged 19
		SP:Iteration 31Q (127473.950000 sec): 3 clusters
  Score: Raw -1673972.009067 + Penalty 4593.048093 = -1669378.960974
  nChanged 20
		SP:Iteration 32Q (127474.190000 sec): 3 clusters
  Score: Raw -1673978.817110 + Penalty 4593.048093 = -1669385.769017
  nChanged 18
		SP:Iteration 33Q (127474.410000 sec): 3 clusters
  Score: Raw -1673984.748787 + Penalty 4593.048093 = -1669391.700694
  nChanged 14
		SP:Iteration 34Q (127474.640000 sec): 3 clusters
  Score: Raw -1673989.689089 + Penalty 4593.048093 = -1669396.640996
  nChanged 19
		SP:Iteration 35Q (127474.930000 sec): 3 clusters
  Score: Raw -1673995.719203 + Penalty 4593.048093 = -1669402.671110
  nChanged 16
		SP:Iteration 36Q (127475.170000 sec): 3 clusters
  Score: Raw -1673999.553333 + Penalty 4593.048093 = -1669406.505240
  nChanged 11
		SP:Iteration 37Q (127475.410000 sec): 3 clusters
  Score: Raw -1674002.593757 + Penalty 4593.048093 = -1669409.545664
  nChanged 10
		SP:Iteration 38Q (127475.750000 sec): 3 clusters
  Score: Raw -1674004.363937 + Penalty 4593.048093 = -1669411.315844
  nChanged 3
		SP:Iteration 39Q (127476.020000 sec): 3 clusters
  Score: Raw -1674005.323170 + Penalty 4593.048093 = -1669412.275077
  nChanged 5
		SP:Iteration 40F (127476.270000 sec): 3 clusters
  Score: Raw -1674006.238943 + Penalty 4593.048093 = -1669413.190850
  nChanged 3
		SP:Iteration 41Q (127476.540000 sec): 3 clusters
  Score: Raw -1674006.846827 + Penalty 4593.048093 = -1669413.798734
  nChanged 0
		SP:Iteration 42F (127476.870000 sec): 3 clusters
  Score: Raw -1674006.846827 + Penalty 4593.048093 = -1669413.798734
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 21 (8196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127477.050000 sec): 2 clusters
  Score: Raw -1255672.670053 + Penalty 2234.827574 = -1253437.842479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127477.390000 sec): 3 clusters
  Score: Raw -1251468.783302 + Penalty 4469.655149 = -1246999.128154
  nChanged 3414
		SP:Iteration 1F (127477.600000 sec): 3 clusters
  Score: Raw -1253363.469857 + Penalty 4469.655149 = -1248893.814709
  nChanged 581
		SP:Iteration 2F (127477.830000 sec): 3 clusters
  Score: Raw -1253666.941891 + Penalty 4469.655149 = -1249197.286743
  nChanged 430
		SP:Iteration 3F (127478.060000 sec): 3 clusters
  Score: Raw -1253905.430292 + Penalty 4469.655149 = -1249435.775144
  nChanged 409
		SP:Iteration 4Q (127478.290000 sec): 3 clusters
  Score: Raw -1254149.602375 + Penalty 4469.655149 = -1249679.947227
  nChanged 402
		SP:Iteration 5Q (127478.490000 sec): 3 clusters
  Score: Raw -1254384.830093 + Penalty 4469.655149 = -1249915.174944
  nChanged 380
		SP:Iteration 6Q (127478.690000 sec): 3 clusters
  Score: Raw -1254626.358534 + Penalty 4469.655149 = -1250156.703385
  nChanged 398
		SP:Iteration 7Q (127478.960000 sec): 3 clusters
  Score: Raw -1254918.908249 + Penalty 4469.655149 = -1250449.253101
  nChanged 406
		SP:Iteration 8Q (127479.200000 sec): 3 clusters
  Score: Raw -1255244.193721 + Penalty 4469.655149 = -1250774.538573
  nChanged 432
		SP:Iteration 9F (127479.450000 sec): 3 clusters
  Score: Raw -1255598.148526 + Penalty 4469.655149 = -1251128.493377
  nChanged 366
		SP:Iteration 10Q (127479.670000 sec): 3 clusters
  Score: Raw -1255915.773004 + Penalty 4469.655149 = -1251446.117856
  nChanged 302
		SP:Iteration 11Q (127479.870000 sec): 3 clusters
  Score: Raw -1256168.331085 + Penalty 4469.655149 = -1251698.675937
  nChanged 220
		SP:Iteration 12Q (127480.140000 sec): 3 clusters
  Score: Raw -1256329.899493 + Penalty 4469.655149 = -1251860.244345
  nChanged 157
		SP:Iteration 13Q (127480.310000 sec): 3 clusters
  Score: Raw -1256446.040189 + Penalty 4469.655149 = -1251976.385040
  nChanged 108
		SP:Iteration 14Q (127480.550000 sec): 3 clusters
  Score: Raw -1256530.991358 + Penalty 4469.655149 = -1252061.336210
  nChanged 92
		SP:Iteration 15Q (127480.810000 sec): 3 clusters
  Score: Raw -1256594.429409 + Penalty 4469.655149 = -1252124.774260
  nChanged 69
		SP:Iteration 16Q (127481.010000 sec): 3 clusters
  Score: Raw -1256642.175477 + Penalty 4469.655149 = -1252172.520329
  nChanged 52
		SP:Iteration 17Q (127481.200000 sec): 3 clusters
  Score: Raw -1256680.814059 + Penalty 4469.655149 = -1252211.158910
  nChanged 40
		SP:Iteration 18Q (127481.410000 sec): 3 clusters
  Score: Raw -1256709.226156 + Penalty 4469.655149 = -1252239.571008
  nChanged 30
		SP:Iteration 19Q (127481.650000 sec): 3 clusters
  Score: Raw -1256723.658205 + Penalty 4469.655149 = -1252254.003056
  nChanged 13
		SP:Iteration 20F (127481.820000 sec): 3 clusters
  Score: Raw -1256728.503830 + Penalty 4469.655149 = -1252258.848681
  nChanged 5
		SP:Iteration 21Q (127482.040000 sec): 3 clusters
  Score: Raw -1256730.550427 + Penalty 4469.655149 = -1252260.895278
  nChanged 5
		SP:Iteration 22Q (127482.230000 sec): 3 clusters
  Score: Raw -1256732.781686 + Penalty 4469.655149 = -1252263.126538
  nChanged 3
		SP:Iteration 23Q (127482.450000 sec): 3 clusters
  Score: Raw -1256734.975365 + Penalty 4469.655149 = -1252265.320216
  nChanged 3
		SP:Iteration 24Q (127482.660000 sec): 3 clusters
  Score: Raw -1256736.312049 + Penalty 4469.655149 = -1252266.656901
  nChanged 4
		SP:Iteration 25Q (127482.840000 sec): 3 clusters
  Score: Raw -1256737.923277 + Penalty 4469.655149 = -1252268.268128
  nChanged 4
		SP:Iteration 26Q (127483.030000 sec): 3 clusters
  Score: Raw -1256739.229588 + Penalty 4469.655149 = -1252269.574439
  nChanged 3
		SP:Iteration 27Q (127483.290000 sec): 3 clusters
  Score: Raw -1256740.423381 + Penalty 4469.655149 = -1252270.768233
  nChanged 0
		SP:Iteration 28F (127483.520000 sec): 3 clusters
  Score: Raw -1256740.423381 + Penalty 4469.655149 = -1252270.768233
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 22 (15915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127483.750000 sec): 2 clusters
  Score: Raw -2425807.754461 + Penalty 2399.404300 = -2423408.350161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127484.030000 sec): 3 clusters
  Score: Raw -2416757.375023 + Penalty 4798.808600 = -2411958.566423
  nChanged 6996
		SP:Iteration 1F (127484.290000 sec): 3 clusters
  Score: Raw -2420518.074359 + Penalty 4798.808600 = -2415719.265759
  nChanged 874
		SP:Iteration 2F (127484.580000 sec): 3 clusters
  Score: Raw -2420855.085518 + Penalty 4798.808600 = -2416056.276917
  nChanged 703
		SP:Iteration 3Q (127484.910000 sec): 3 clusters
  Score: Raw -2421100.360499 + Penalty 4798.808600 = -2416301.551899
  nChanged 572
		SP:Iteration 4Q (127485.250000 sec): 3 clusters
  Score: Raw -2421280.810655 + Penalty 4798.808600 = -2416482.002055
  nChanged 480
		SP:Iteration 5Q (127485.550000 sec): 3 clusters
  Score: Raw -2421445.889836 + Penalty 4798.808600 = -2416647.081235
  nChanged 461
		SP:Iteration 6Q (127485.850000 sec): 3 clusters
  Score: Raw -2421614.886744 + Penalty 4798.808600 = -2416816.078144
  nChanged 457
		SP:Iteration 7Q (127486.190000 sec): 3 clusters
  Score: Raw -2421804.890117 + Penalty 4798.808600 = -2417006.081516
  nChanged 529
		SP:Iteration 8Q (127486.490000 sec): 3 clusters
  Score: Raw -2422083.164654 + Penalty 4798.808600 = -2417284.356054
  nChanged 599
		SP:Iteration 9Q (127486.830000 sec): 3 clusters
  Score: Raw -2422443.619131 + Penalty 4798.808600 = -2417644.810531
  nChanged 688
		SP:Iteration 10Q (127487.230000 sec): 3 clusters
  Score: Raw -2422925.539742 + Penalty 4798.808600 = -2418126.731142
  nChanged 794
		SP:Iteration 11Q (127487.550000 sec): 3 clusters
  Score: Raw -2423501.922357 + Penalty 4798.808600 = -2418703.113756
  nChanged 850
		SP:Iteration 12F (127487.880000 sec): 3 clusters
  Score: Raw -2424097.942415 + Penalty 4798.808600 = -2419299.133815
  nChanged 864
		SP:Iteration 13F (127488.160000 sec): 3 clusters
  Score: Raw -2424665.561017 + Penalty 4798.808600 = -2419866.752416
  nChanged 788
		SP:Iteration 14Q (127488.460000 sec): 3 clusters
  Score: Raw -2425171.759834 + Penalty 4798.808600 = -2420372.951234
  nChanged 701
		SP:Iteration 15Q (127488.770000 sec): 3 clusters
  Score: Raw -2425608.015722 + Penalty 4798.808600 = -2420809.207122
  nChanged 624
		SP:Iteration 16Q (127489.080000 sec): 3 clusters
  Score: Raw -2425958.409394 + Penalty 4798.808600 = -2421159.600793
  nChanged 515
		SP:Iteration 17Q (127489.390000 sec): 3 clusters
  Score: Raw -2426251.809239 + Penalty 4798.808600 = -2421453.000638
  nChanged 451
		SP:Iteration 18Q (127489.700000 sec): 3 clusters
  Score: Raw -2426474.917379 + Penalty 4798.808600 = -2421676.108778
  nChanged 337
		SP:Iteration 19Q (127490.000000 sec): 3 clusters
  Score: Raw -2426628.505739 + Penalty 4798.808600 = -2421829.697139
  nChanged 293
		SP:Iteration 20F (127490.310000 sec): 3 clusters
  Score: Raw -2426763.176985 + Penalty 4798.808600 = -2421964.368385
  nChanged 268
		SP:Iteration 21Q (127490.620000 sec): 3 clusters
  Score: Raw -2426869.417112 + Penalty 4798.808600 = -2422070.608511
  nChanged 210
		SP:Iteration 22Q (127490.930000 sec): 3 clusters
  Score: Raw -2426938.723493 + Penalty 4798.808600 = -2422139.914893
  nChanged 157
		SP:Iteration 23Q (127491.240000 sec): 3 clusters
  Score: Raw -2426981.650572 + Penalty 4798.808600 = -2422182.841972
  nChanged 114
		SP:Iteration 24Q (127491.540000 sec): 3 clusters
  Score: Raw -2427013.656448 + Penalty 4798.808600 = -2422214.847848
  nChanged 90
		SP:Iteration 25Q (127491.860000 sec): 3 clusters
  Score: Raw -2427038.134053 + Penalty 4798.808600 = -2422239.325453
  nChanged 89
		SP:Iteration 26Q (127492.160000 sec): 3 clusters
  Score: Raw -2427059.894638 + Penalty 4798.808600 = -2422261.086037
  nChanged 77
		SP:Iteration 27Q (127492.450000 sec): 3 clusters
  Score: Raw -2427078.816602 + Penalty 4798.808600 = -2422280.008001
  nChanged 55
		SP:Iteration 28Q (127492.760000 sec): 3 clusters
  Score: Raw -2427089.001075 + Penalty 4798.808600 = -2422290.192475
  nChanged 49
		SP:Iteration 29Q (127493.110000 sec): 3 clusters
  Score: Raw -2427097.015079 + Penalty 4798.808600 = -2422298.206478
  nChanged 36
		SP:Iteration 30Q (127493.350000 sec): 3 clusters
  Score: Raw -2427104.271941 + Penalty 4798.808600 = -2422305.463341
  nChanged 32
		SP:Iteration 31Q (127493.620000 sec): 3 clusters
  Score: Raw -2427111.099799 + Penalty 4798.808600 = -2422312.291199
  nChanged 32
		SP:Iteration 32Q (127493.930000 sec): 3 clusters
  Score: Raw -2427117.174384 + Penalty 4798.808600 = -2422318.365784
  nChanged 24
		SP:Iteration 33Q (127494.230000 sec): 3 clusters
  Score: Raw -2427121.479916 + Penalty 4798.808600 = -2422322.671315
  nChanged 29
		SP:Iteration 34Q (127494.560000 sec): 3 clusters
  Score: Raw -2427127.128936 + Penalty 4798.808600 = -2422328.320336
  nChanged 29
		SP:Iteration 35Q (127494.820000 sec): 3 clusters
  Score: Raw -2427131.645837 + Penalty 4798.808600 = -2422332.837237
  nChanged 16
		SP:Iteration 36Q (127495.080000 sec): 3 clusters
  Score: Raw -2427134.438425 + Penalty 4798.808600 = -2422335.629824
  nChanged 9
		SP:Iteration 37Q (127495.390000 sec): 3 clusters
  Score: Raw -2427136.162957 + Penalty 4798.808600 = -2422337.354357
  nChanged 7
		SP:Iteration 38Q (127495.690000 sec): 3 clusters
  Score: Raw -2427137.398026 + Penalty 4798.808600 = -2422338.589425
  nChanged 9
		SP:Iteration 39Q (127496.040000 sec): 3 clusters
  Score: Raw -2427138.403064 + Penalty 4798.808600 = -2422339.594463
  nChanged 10
		SP:Iteration 40F (127496.330000 sec): 3 clusters
  Score: Raw -2427139.880976 + Penalty 4798.808600 = -2422341.072376
  nChanged 8
		SP:Iteration 41Q (127496.640000 sec): 3 clusters
  Score: Raw -2427140.667954 + Penalty 4798.808600 = -2422341.859354
  nChanged 4
		SP:Iteration 42Q (127496.950000 sec): 3 clusters
  Score: Raw -2427141.124668 + Penalty 4798.808600 = -2422342.316067
  nChanged 3
		SP:Iteration 43Q (127497.250000 sec): 3 clusters
  Score: Raw -2427141.314444 + Penalty 4798.808600 = -2422342.505843
  nChanged 2
		SP:Iteration 44Q (127497.550000 sec): 3 clusters
  Score: Raw -2427141.438868 + Penalty 4798.808600 = -2422342.630268
  nChanged 2
		SP:Iteration 45Q (127497.860000 sec): 3 clusters
  Score: Raw -2427141.792147 + Penalty 4798.808600 = -2422342.983546
  nChanged 2
		SP:Iteration 46Q (127498.160000 sec): 3 clusters
  Score: Raw -2427141.944212 + Penalty 4798.808600 = -2422343.135612
  nChanged 0
		SP:Iteration 47F (127498.470000 sec): 3 clusters
  Score: Raw -2427141.944212 + Penalty 4798.808600 = -2422343.135612
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 23 (3942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127498.550000 sec): 2 clusters
  Score: Raw -537824.946153 + Penalty 2053.301985 = -535771.644168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127498.730000 sec): 3 clusters
  Score: Raw -536080.459859 + Penalty 4106.603970 = -531973.855889
  nChanged 1506
		SP:Iteration 1F (127498.890000 sec): 3 clusters
  Score: Raw -537251.887131 + Penalty 4106.603970 = -533145.283161
  nChanged 414
		SP:Iteration 2F (127499.070000 sec): 3 clusters
  Score: Raw -537814.105261 + Penalty 4106.603970 = -533707.501291
  nChanged 329
		SP:Iteration 3F (127499.240000 sec): 3 clusters
  Score: Raw -538255.139985 + Penalty 4106.603970 = -534148.536015
  nChanged 286
		SP:Iteration 4F (127499.410000 sec): 3 clusters
  Score: Raw -538641.738402 + Penalty 4106.603970 = -534535.134432
  nChanged 208
		SP:Iteration 5F (127499.580000 sec): 3 clusters
  Score: Raw -538858.189914 + Penalty 4106.603970 = -534751.585944
  nChanged 162
		SP:Iteration 6Q (127499.750000 sec): 3 clusters
  Score: Raw -538989.677712 + Penalty 4106.603970 = -534883.073742
  nChanged 101
		SP:Iteration 7Q (127499.920000 sec): 3 clusters
  Score: Raw -539057.945554 + Penalty 4106.603970 = -534951.341584
  nChanged 77
		SP:Iteration 8Q (127500.090000 sec): 3 clusters
  Score: Raw -539118.556978 + Penalty 4106.603970 = -535011.953008
  nChanged 65
		SP:Iteration 9Q (127500.260000 sec): 3 clusters
  Score: Raw -539170.132157 + Penalty 4106.603970 = -535063.528187
  nChanged 61
		SP:Iteration 10Q (127500.430000 sec): 3 clusters
  Score: Raw -539212.431259 + Penalty 4106.603970 = -535105.827289
  nChanged 49
		SP:Iteration 11Q (127500.600000 sec): 3 clusters
  Score: Raw -539238.986446 + Penalty 4106.603970 = -535132.382476
  nChanged 42
		SP:Iteration 12Q (127500.780000 sec): 3 clusters
  Score: Raw -539260.435971 + Penalty 4106.603970 = -535153.832001
  nChanged 32
		SP:Iteration 13Q (127500.950000 sec): 3 clusters
  Score: Raw -539277.798441 + Penalty 4106.603970 = -535171.194471
  nChanged 28
		SP:Iteration 14Q (127501.120000 sec): 3 clusters
  Score: Raw -539296.745399 + Penalty 4106.603970 = -535190.141429
  nChanged 39
		SP:Iteration 15Q (127501.290000 sec): 3 clusters
  Score: Raw -539317.977696 + Penalty 4106.603970 = -535211.373726
  nChanged 35
		SP:Iteration 16Q (127501.460000 sec): 3 clusters
  Score: Raw -539337.098097 + Penalty 4106.603970 = -535230.494127
  nChanged 32
		SP:Iteration 17Q (127501.630000 sec): 3 clusters
  Score: Raw -539352.797354 + Penalty 4106.603970 = -535246.193384
  nChanged 25
		SP:Iteration 18Q (127501.800000 sec): 3 clusters
  Score: Raw -539363.243663 + Penalty 4106.603970 = -535256.639694
  nChanged 20
		SP:Iteration 19Q (127501.970000 sec): 3 clusters
  Score: Raw -539373.326120 + Penalty 4106.603970 = -535266.722151
  nChanged 15
		SP:Iteration 20F (127502.140000 sec): 3 clusters
  Score: Raw -539383.831369 + Penalty 4106.603970 = -535277.227399
  nChanged 15
		SP:Iteration 21Q (127502.310000 sec): 3 clusters
  Score: Raw -539393.446359 + Penalty 4106.603970 = -535286.842389
  nChanged 17
		SP:Iteration 22Q (127502.520000 sec): 3 clusters
  Score: Raw -539402.641641 + Penalty 4106.603970 = -535296.037671
  nChanged 18
		SP:Iteration 23Q (127502.660000 sec): 3 clusters
  Score: Raw -539409.602147 + Penalty 4106.603970 = -535302.998177
  nChanged 11
		SP:Iteration 24Q (127502.830000 sec): 3 clusters
  Score: Raw -539413.522327 + Penalty 4106.603970 = -535306.918357
  nChanged 11
		SP:Iteration 25Q (127503.060000 sec): 3 clusters
  Score: Raw -539419.295778 + Penalty 4106.603970 = -535312.691808
  nChanged 13
		SP:Iteration 26Q (127503.210000 sec): 3 clusters
  Score: Raw -539425.637792 + Penalty 4106.603970 = -535319.033823
  nChanged 15
		SP:Iteration 27Q (127503.390000 sec): 3 clusters
  Score: Raw -539433.428574 + Penalty 4106.603970 = -535326.824604
  nChanged 12
		SP:Iteration 28Q (127503.580000 sec): 3 clusters
  Score: Raw -539438.727264 + Penalty 4106.603970 = -535332.123294
  nChanged 13
		SP:Iteration 29Q (127503.750000 sec): 3 clusters
  Score: Raw -539444.744135 + Penalty 4106.603970 = -535338.140165
  nChanged 11
		SP:Iteration 30Q (127503.930000 sec): 3 clusters
  Score: Raw -539448.957562 + Penalty 4106.603970 = -535342.353592
  nChanged 7
		SP:Iteration 31Q (127504.040000 sec): 3 clusters
  Score: Raw -539451.738434 + Penalty 4106.603970 = -535345.134464
  nChanged 11
		SP:Iteration 32Q (127504.180000 sec): 3 clusters
  Score: Raw -539455.076856 + Penalty 4106.603970 = -535348.472887
  nChanged 3
		SP:Iteration 33Q (127504.400000 sec): 3 clusters
  Score: Raw -539455.849756 + Penalty 4106.603970 = -535349.245786
  nChanged 2
		SP:Iteration 34Q (127504.580000 sec): 3 clusters
  Score: Raw -539456.254438 + Penalty 4106.603970 = -535349.650468
  nChanged 1
		SP:Iteration 35Q (127504.770000 sec): 3 clusters
  Score: Raw -539456.745021 + Penalty 4106.603970 = -535350.141052
  nChanged 3
		SP:Iteration 36Q (127504.960000 sec): 3 clusters
  Score: Raw -539457.723680 + Penalty 4106.603970 = -535351.119710
  nChanged 0
		SP:Iteration 37F (127505.140000 sec): 3 clusters
  Score: Raw -539457.723680 + Penalty 4106.603970 = -535351.119710
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 24 (6785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127505.300000 sec): 2 clusters
  Score: Raw -1036957.509946 + Penalty 2187.972454 = -1034769.537493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127505.460000 sec): 3 clusters
  Score: Raw -1033514.103155 + Penalty 4375.944908 = -1029138.158247
  nChanged 2661
		SP:Iteration 1F (127505.640000 sec): 3 clusters
  Score: Raw -1035035.497238 + Penalty 4375.944908 = -1030659.552330
  nChanged 464
		SP:Iteration 2F (127505.850000 sec): 3 clusters
  Score: Raw -1035309.754722 + Penalty 4375.944908 = -1030933.809814
  nChanged 380
		SP:Iteration 3F (127506.050000 sec): 3 clusters
  Score: Raw -1035566.476771 + Penalty 4375.944908 = -1031190.531863
  nChanged 367
		SP:Iteration 4F (127506.270000 sec): 3 clusters
  Score: Raw -1035867.519315 + Penalty 4375.944908 = -1031491.574407
  nChanged 405
		SP:Iteration 5F (127506.500000 sec): 3 clusters
  Score: Raw -1036279.487905 + Penalty 4375.944908 = -1031903.542997
  nChanged 425
		SP:Iteration 6F (127506.760000 sec): 3 clusters
  Score: Raw -1036836.606017 + Penalty 4375.944908 = -1032460.661109
  nChanged 450
		SP:Iteration 7F (127506.960000 sec): 3 clusters
  Score: Raw -1037639.967967 + Penalty 4375.944908 = -1033264.023059
  nChanged 435
		SP:Iteration 8F (127507.180000 sec): 3 clusters
  Score: Raw -1038353.228108 + Penalty 4375.944908 = -1033977.283200
  nChanged 305
		SP:Iteration 9Q (127507.410000 sec): 3 clusters
  Score: Raw -1038619.344901 + Penalty 4375.944908 = -1034243.399993
  nChanged 195
		SP:Iteration 10Q (127507.610000 sec): 3 clusters
  Score: Raw -1038747.668535 + Penalty 4375.944908 = -1034371.723627
  nChanged 143
		SP:Iteration 11Q (127507.800000 sec): 3 clusters
  Score: Raw -1038820.125360 + Penalty 4375.944908 = -1034444.180452
  nChanged 92
		SP:Iteration 12Q (127508.010000 sec): 3 clusters
  Score: Raw -1038863.927290 + Penalty 4375.944908 = -1034487.982382
  nChanged 69
		SP:Iteration 13Q (127508.240000 sec): 3 clusters
  Score: Raw -1038888.780709 + Penalty 4375.944908 = -1034512.835801
  nChanged 49
		SP:Iteration 14Q (127508.520000 sec): 3 clusters
  Score: Raw -1038906.306309 + Penalty 4375.944908 = -1034530.361401
  nChanged 46
		SP:Iteration 15Q (127508.720000 sec): 3 clusters
  Score: Raw -1038925.293412 + Penalty 4375.944908 = -1034549.348504
  nChanged 44
		SP:Iteration 16Q (127508.910000 sec): 3 clusters
  Score: Raw -1038940.075116 + Penalty 4375.944908 = -1034564.130208
  nChanged 31
		SP:Iteration 17Q (127509.160000 sec): 3 clusters
  Score: Raw -1038948.828525 + Penalty 4375.944908 = -1034572.883617
  nChanged 28
		SP:Iteration 18Q (127509.390000 sec): 3 clusters
  Score: Raw -1038956.604548 + Penalty 4375.944908 = -1034580.659640
  nChanged 22
		SP:Iteration 19Q (127509.550000 sec): 3 clusters
  Score: Raw -1038962.434835 + Penalty 4375.944908 = -1034586.489927
  nChanged 21
		SP:Iteration 20F (127509.710000 sec): 3 clusters
  Score: Raw -1038967.931217 + Penalty 4375.944908 = -1034591.986309
  nChanged 13
		SP:Iteration 21Q (127509.940000 sec): 3 clusters
  Score: Raw -1038972.663598 + Penalty 4375.944908 = -1034596.718690
  nChanged 16
		SP:Iteration 22Q (127510.100000 sec): 3 clusters
  Score: Raw -1038977.413124 + Penalty 4375.944908 = -1034601.468217
  nChanged 15
		SP:Iteration 23Q (127510.320000 sec): 3 clusters
  Score: Raw -1038982.650339 + Penalty 4375.944908 = -1034606.705431
  nChanged 15
		SP:Iteration 24Q (127510.570000 sec): 3 clusters
  Score: Raw -1038988.523872 + Penalty 4375.944908 = -1034612.578964
  nChanged 18
		SP:Iteration 25Q (127510.770000 sec): 3 clusters
  Score: Raw -1038993.370113 + Penalty 4375.944908 = -1034617.425205
  nChanged 8
		SP:Iteration 26Q (127510.990000 sec): 3 clusters
  Score: Raw -1038995.367032 + Penalty 4375.944908 = -1034619.422124
  nChanged 6
		SP:Iteration 27Q (127511.260000 sec): 3 clusters
  Score: Raw -1038996.297178 + Penalty 4375.944908 = -1034620.352271
  nChanged 2
		SP:Iteration 28Q (127511.520000 sec): 3 clusters
  Score: Raw -1038997.053672 + Penalty 4375.944908 = -1034621.108764
  nChanged 2
		SP:Iteration 29Q (127511.750000 sec): 3 clusters
  Score: Raw -1038997.768102 + Penalty 4375.944908 = -1034621.823194
  nChanged 3
		SP:Iteration 30Q (127512.000000 sec): 3 clusters
  Score: Raw -1038998.793083 + Penalty 4375.944908 = -1034622.848175
  nChanged 3
		SP:Iteration 31Q (127512.230000 sec): 3 clusters
  Score: Raw -1038999.631707 + Penalty 4375.944908 = -1034623.686799
  nChanged 1
		SP:Iteration 32Q (127512.450000 sec): 3 clusters
  Score: Raw -1039000.077222 + Penalty 4375.944908 = -1034624.132314
  nChanged 1
		SP:Iteration 33Q (127512.720000 sec): 3 clusters
  Score: Raw -1039000.129282 + Penalty 4375.944908 = -1034624.184374
  nChanged 0
		SP:Iteration 34F (127512.890000 sec): 3 clusters
  Score: Raw -1039000.129282 + Penalty 4375.944908 = -1034624.184374
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 25 (33366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127513.250000 sec): 2 clusters
  Score: Raw -5282305.645400 + Penalty 2582.992589 = -5279722.652811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127513.650000 sec): 3 clusters
  Score: Raw -5262333.869823 + Penalty 5165.985177 = -5257167.884645
  nChanged 14959
		SP:Iteration 1F (127514.070000 sec): 3 clusters
  Score: Raw -5270460.003816 + Penalty 5165.985177 = -5265294.018638
  nChanged 1518
		SP:Iteration 2Q (127514.440000 sec): 3 clusters
  Score: Raw -5270929.349133 + Penalty 5165.985177 = -5265763.363956
  nChanged 1358
		SP:Iteration 3Q (127514.830000 sec): 3 clusters
  Score: Raw -5271379.977516 + Penalty 5165.985177 = -5266213.992339
  nChanged 1358
		SP:Iteration 4Q (127515.220000 sec): 3 clusters
  Score: Raw -5271866.877549 + Penalty 5165.985177 = -5266700.892371
  nChanged 1347
		SP:Iteration 5Q (127515.710000 sec): 3 clusters
  Score: Raw -5272439.773314 + Penalty 5165.985177 = -5267273.788136
  nChanged 1456
		SP:Iteration 6Q (127516.190000 sec): 3 clusters
  Score: Raw -5273123.504894 + Penalty 5165.985177 = -5267957.519717
  nChanged 1567
		SP:Iteration 7Q (127516.620000 sec): 3 clusters
  Score: Raw -5273977.422692 + Penalty 5165.985177 = -5268811.437515
  nChanged 1703
		SP:Iteration 8F (127517.000000 sec): 3 clusters
  Score: Raw -5274992.467176 + Penalty 5165.985177 = -5269826.481998
  nChanged 1855
		SP:Iteration 9F (127517.400000 sec): 3 clusters
  Score: Raw -5276224.154054 + Penalty 5165.985177 = -5271058.168876
  nChanged 1823
		SP:Iteration 10F (127517.820000 sec): 3 clusters
  Score: Raw -5277450.001445 + Penalty 5165.985177 = -5272284.016268
  nChanged 1555
		SP:Iteration 11Q (127518.300000 sec): 3 clusters
  Score: Raw -5278414.445033 + Penalty 5165.985177 = -5273248.459855
  nChanged 1211
		SP:Iteration 12Q (127518.680000 sec): 3 clusters
  Score: Raw -5279052.227771 + Penalty 5165.985177 = -5273886.242594
  nChanged 919
		SP:Iteration 13Q (127519.110000 sec): 3 clusters
  Score: Raw -5279539.252701 + Penalty 5165.985177 = -5274373.267524
  nChanged 761
		SP:Iteration 14Q (127519.580000 sec): 3 clusters
  Score: Raw -5279947.798149 + Penalty 5165.985177 = -5274781.812971
  nChanged 741
		SP:Iteration 15Q (127519.970000 sec): 3 clusters
  Score: Raw -5280384.866638 + Penalty 5165.985177 = -5275218.881460
  nChanged 704
		SP:Iteration 16Q (127520.460000 sec): 3 clusters
  Score: Raw -5280826.096280 + Penalty 5165.985177 = -5275660.111102
  nChanged 644
		SP:Iteration 17Q (127520.860000 sec): 3 clusters
  Score: Raw -5281206.636810 + Penalty 5165.985177 = -5276040.651633
  nChanged 566
		SP:Iteration 18Q (127521.370000 sec): 3 clusters
  Score: Raw -5281518.560905 + Penalty 5165.985177 = -5276352.575727
  nChanged 504
		SP:Iteration 19Q (127521.740000 sec): 3 clusters
  Score: Raw -5281770.987972 + Penalty 5165.985177 = -5276605.002795
  nChanged 413
		SP:Iteration 20F (127522.120000 sec): 3 clusters
  Score: Raw -5281978.222691 + Penalty 5165.985177 = -5276812.237514
  nChanged 376
		SP:Iteration 21Q (127522.520000 sec): 3 clusters
  Score: Raw -5282166.086918 + Penalty 5165.985177 = -5277000.101741
  nChanged 311
		SP:Iteration 22Q (127522.880000 sec): 3 clusters
  Score: Raw -5282306.748130 + Penalty 5165.985177 = -5277140.762953
  nChanged 275
		SP:Iteration 23Q (127523.300000 sec): 3 clusters
  Score: Raw -5282419.868626 + Penalty 5165.985177 = -5277253.883449
  nChanged 232
		SP:Iteration 24Q (127523.740000 sec): 3 clusters
  Score: Raw -5282504.199203 + Penalty 5165.985177 = -5277338.214026
  nChanged 199
		SP:Iteration 25Q (127524.130000 sec): 3 clusters
  Score: Raw -5282564.002720 + Penalty 5165.985177 = -5277398.017542
  nChanged 148
		SP:Iteration 26Q (127524.570000 sec): 3 clusters
  Score: Raw -5282606.519135 + Penalty 5165.985177 = -5277440.533958
  nChanged 128
		SP:Iteration 27Q (127524.980000 sec): 3 clusters
  Score: Raw -5282639.602653 + Penalty 5165.985177 = -5277473.617476
  nChanged 89
		SP:Iteration 28Q (127525.400000 sec): 3 clusters
  Score: Raw -5282659.819803 + Penalty 5165.985177 = -5277493.834626
  nChanged 93
		SP:Iteration 29Q (127525.730000 sec): 3 clusters
  Score: Raw -5282680.979074 + Penalty 5165.985177 = -5277514.993897
  nChanged 82
		SP:Iteration 30Q (127526.140000 sec): 3 clusters
  Score: Raw -5282699.877325 + Penalty 5165.985177 = -5277533.892148
  nChanged 80
		SP:Iteration 31Q (127526.490000 sec): 3 clusters
  Score: Raw -5282719.193395 + Penalty 5165.985177 = -5277553.208217
  nChanged 78
		SP:Iteration 32Q (127526.920000 sec): 3 clusters
  Score: Raw -5282738.529305 + Penalty 5165.985177 = -5277572.544127
  nChanged 72
		SP:Iteration 33Q (127527.260000 sec): 3 clusters
  Score: Raw -5282755.656135 + Penalty 5165.985177 = -5277589.670958
  nChanged 68
		SP:Iteration 34Q (127527.650000 sec): 3 clusters
  Score: Raw -5282771.497196 + Penalty 5165.985177 = -5277605.512019
  nChanged 58
		SP:Iteration 35Q (127528.120000 sec): 3 clusters
  Score: Raw -5282784.261220 + Penalty 5165.985177 = -5277618.276042
  nChanged 55
		SP:Iteration 36Q (127528.470000 sec): 3 clusters
  Score: Raw -5282796.047480 + Penalty 5165.985177 = -5277630.062303
  nChanged 43
		SP:Iteration 37Q (127528.910000 sec): 3 clusters
  Score: Raw -5282804.197688 + Penalty 5165.985177 = -5277638.212511
  nChanged 39
		SP:Iteration 38Q (127529.440000 sec): 3 clusters
  Score: Raw -5282810.693122 + Penalty 5165.985177 = -5277644.707945
  nChanged 26
		SP:Iteration 39Q (127529.790000 sec): 3 clusters
  Score: Raw -5282815.246452 + Penalty 5165.985177 = -5277649.261275
  nChanged 30
		SP:Iteration 40F (127530.220000 sec): 3 clusters
  Score: Raw -5282820.332603 + Penalty 5165.985177 = -5277654.347426
  nChanged 31
		SP:Iteration 41Q (127530.610000 sec): 3 clusters
  Score: Raw -5282826.645355 + Penalty 5165.985177 = -5277660.660178
  nChanged 27
		SP:Iteration 42Q (127531.040000 sec): 3 clusters
  Score: Raw -5282830.625134 + Penalty 5165.985177 = -5277664.639957
  nChanged 19
		SP:Iteration 43Q (127531.490000 sec): 3 clusters
  Score: Raw -5282833.519294 + Penalty 5165.985177 = -5277667.534117
  nChanged 21
		SP:Iteration 44Q (127531.920000 sec): 3 clusters
  Score: Raw -5282836.432934 + Penalty 5165.985177 = -5277670.447756
  nChanged 18
		SP:Iteration 45Q (127532.350000 sec): 3 clusters
  Score: Raw -5282839.634332 + Penalty 5165.985177 = -5277673.649154
  nChanged 23
		SP:Iteration 46Q (127532.790000 sec): 3 clusters
  Score: Raw -5282844.037681 + Penalty 5165.985177 = -5277678.052503
  nChanged 19
		SP:Iteration 47Q (127533.230000 sec): 3 clusters
  Score: Raw -5282847.727981 + Penalty 5165.985177 = -5277681.742803
  nChanged 19
		SP:Iteration 48Q (127533.630000 sec): 3 clusters
  Score: Raw -5282851.106156 + Penalty 5165.985177 = -5277685.120979
  nChanged 22
		SP:Iteration 49Q (127534.080000 sec): 3 clusters
  Score: Raw -5282855.208706 + Penalty 5165.985177 = -5277689.223528
  nChanged 16
		SP:Iteration 50Q (127534.530000 sec): 3 clusters
  Score: Raw -5282857.955828 + Penalty 5165.985177 = -5277691.970650
  nChanged 21
		SP:Iteration 51Q (127534.980000 sec): 3 clusters
  Score: Raw -5282860.738898 + Penalty 5165.985177 = -5277694.753720
  nChanged 17
		SP:Iteration 52Q (127535.380000 sec): 3 clusters
  Score: Raw -5282862.678068 + Penalty 5165.985177 = -5277696.692891
  nChanged 13
		SP:Iteration 53Q (127535.800000 sec): 3 clusters
  Score: Raw -5282864.095295 + Penalty 5165.985177 = -5277698.110118
  nChanged 14
		SP:Iteration 54Q (127536.160000 sec): 3 clusters
  Score: Raw -5282865.844604 + Penalty 5165.985177 = -5277699.859427
  nChanged 8
		SP:Iteration 55Q (127536.590000 sec): 3 clusters
  Score: Raw -5282866.962901 + Penalty 5165.985177 = -5277700.977724
  nChanged 10
		SP:Iteration 56Q (127536.970000 sec): 3 clusters
  Score: Raw -5282868.362229 + Penalty 5165.985177 = -5277702.377052
  nChanged 7
		SP:Iteration 57Q (127537.400000 sec): 3 clusters
  Score: Raw -5282869.499046 + Penalty 5165.985177 = -5277703.513868
  nChanged 9
		SP:Iteration 58Q (127537.860000 sec): 3 clusters
  Score: Raw -5282870.539772 + Penalty 5165.985177 = -5277704.554595
  nChanged 8
		SP:Iteration 59Q (127538.270000 sec): 3 clusters
  Score: Raw -5282871.681373 + Penalty 5165.985177 = -5277705.696195
  nChanged 7
		SP:Iteration 60F (127538.710000 sec): 3 clusters
  Score: Raw -5282872.894231 + Penalty 5165.985177 = -5277706.909053
  nChanged 12
		SP:Iteration 61Q (127539.120000 sec): 3 clusters
  Score: Raw -5282874.833401 + Penalty 5165.985177 = -5277708.848223
  nChanged 15
		SP:Iteration 62Q (127539.520000 sec): 3 clusters
  Score: Raw -5282877.258189 + Penalty 5165.985177 = -5277711.273011
  nChanged 17
		SP:Iteration 63Q (127539.850000 sec): 3 clusters
  Score: Raw -5282880.255185 + Penalty 5165.985177 = -5277714.270008
  nChanged 16
		SP:Iteration 64Q (127540.280000 sec): 3 clusters
  Score: Raw -5282882.584038 + Penalty 5165.985177 = -5277716.598861
  nChanged 11
		SP:Iteration 65Q (127540.750000 sec): 3 clusters
  Score: Raw -5282884.035418 + Penalty 5165.985177 = -5277718.050241
  nChanged 9
		SP:Iteration 66Q (127541.230000 sec): 3 clusters
  Score: Raw -5282885.226117 + Penalty 5165.985177 = -5277719.240940
  nChanged 7
		SP:Iteration 67Q (127541.620000 sec): 3 clusters
  Score: Raw -5282886.165655 + Penalty 5165.985177 = -5277720.180478
  nChanged 5
		SP:Iteration 68Q (127542.000000 sec): 3 clusters
  Score: Raw -5282886.765819 + Penalty 5165.985177 = -5277720.780642
  nChanged 4
		SP:Iteration 69Q (127542.360000 sec): 3 clusters
  Score: Raw -5282887.354225 + Penalty 5165.985177 = -5277721.369047
  nChanged 4
		SP:Iteration 70Q (127542.740000 sec): 3 clusters
  Score: Raw -5282888.095764 + Penalty 5165.985177 = -5277722.110587
  nChanged 8
		SP:Iteration 71Q (127543.160000 sec): 3 clusters
  Score: Raw -5282889.662518 + Penalty 5165.985177 = -5277723.677340
  nChanged 11
		SP:Iteration 72Q (127543.540000 sec): 3 clusters
  Score: Raw -5282891.244666 + Penalty 5165.985177 = -5277725.259488
  nChanged 13
		SP:Iteration 73Q (127543.950000 sec): 3 clusters
  Score: Raw -5282893.197305 + Penalty 5165.985177 = -5277727.212127
  nChanged 18
		SP:Iteration 74Q (127544.370000 sec): 3 clusters
  Score: Raw -5282896.933825 + Penalty 5165.985177 = -5277730.948647
  nChanged 19
		SP:Iteration 75Q (127544.860000 sec): 3 clusters
  Score: Raw -5282900.363128 + Penalty 5165.985177 = -5277734.377951
  nChanged 19
		SP:Iteration 76Q (127545.220000 sec): 3 clusters
  Score: Raw -5282903.727516 + Penalty 5165.985177 = -5277737.742338
  nChanged 22
		SP:Iteration 77Q (127545.670000 sec): 3 clusters
  Score: Raw -5282908.368068 + Penalty 5165.985177 = -5277742.382891
  nChanged 12
		SP:Iteration 78Q (127546.110000 sec): 3 clusters
  Score: Raw -5282910.234517 + Penalty 5165.985177 = -5277744.249340
  nChanged 10
		SP:Iteration 79Q (127546.560000 sec): 3 clusters
  Score: Raw -5282911.831845 + Penalty 5165.985177 = -5277745.846667
  nChanged 8
		SP:Iteration 80F (127547.010000 sec): 3 clusters
  Score: Raw -5282913.230760 + Penalty 5165.985177 = -5277747.245582
  nChanged 8
		SP:Iteration 81Q (127547.450000 sec): 3 clusters
  Score: Raw -5282914.239479 + Penalty 5165.985177 = -5277748.254302
  nChanged 5
		SP:Iteration 82Q (127547.900000 sec): 3 clusters
  Score: Raw -5282914.700988 + Penalty 5165.985177 = -5277748.715810
  nChanged 2
		SP:Iteration 83Q (127548.400000 sec): 3 clusters
  Score: Raw -5282914.928373 + Penalty 5165.985177 = -5277748.943196
  nChanged 2
		SP:Iteration 84Q (127548.830000 sec): 3 clusters
  Score: Raw -5282915.244495 + Penalty 5165.985177 = -5277749.259317
  nChanged 1
		SP:Iteration 85Q (127549.240000 sec): 3 clusters
  Score: Raw -5282915.336275 + Penalty 5165.985177 = -5277749.351098
  nChanged 0
		SP:Iteration 86F (127549.690000 sec): 3 clusters
  Score: Raw -5282915.336275 + Penalty 5165.985177 = -5277749.351098
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 26 (175436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127550.810000 sec): 2 clusters
  Score: Raw -28485175.343461 + Penalty 2994.607337 = -28482180.736124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127552.460000 sec): 3 clusters
  Score: Raw -28370449.896584 + Penalty 5989.214673 = -28364460.681911
  nChanged 84349
		SP:Iteration 1F (127554.130000 sec): 3 clusters
  Score: Raw -28420518.240756 + Penalty 5989.214673 = -28414529.026083
  nChanged 7124
		SP:Iteration 2Q (127555.890000 sec): 3 clusters
  Score: Raw -28423617.514167 + Penalty 5989.214673 = -28417628.299494
  nChanged 9508
		SP:Iteration 3F (127557.290000 sec): 3 clusters
  Score: Raw -28429534.049465 + Penalty 5989.214673 = -28423544.834792
  nChanged 12465
		SP:Iteration 4F (127558.690000 sec): 3 clusters
  Score: Raw -28439022.969411 + Penalty 5989.214673 = -28433033.754738
  nChanged 14457
		SP:Iteration 5F (127560.110000 sec): 3 clusters
  Score: Raw -28449649.031317 + Penalty 5989.214673 = -28443659.816644
  nChanged 13229
		SP:Iteration 6F (127561.560000 sec): 3 clusters
  Score: Raw -28458714.767682 + Penalty 5989.214673 = -28452725.553009
  nChanged 10757
		SP:Iteration 7F (127562.910000 sec): 3 clusters
  Score: Raw -28467679.182630 + Penalty 5989.214673 = -28461689.967957
  nChanged 8658
		SP:Iteration 8Q (127564.350000 sec): 3 clusters
  Score: Raw -28478208.289991 + Penalty 5989.214673 = -28472219.075317
  nChanged 6367
		SP:Iteration 9Q (127565.760000 sec): 3 clusters
  Score: Raw -28485061.401861 + Penalty 5989.214673 = -28479072.187188
  nChanged 4387
		SP:Iteration 10Q (127567.230000 sec): 3 clusters
  Score: Raw -28488065.493010 + Penalty 5989.214673 = -28482076.278336
  nChanged 3137
		SP:Iteration 11Q (127568.640000 sec): 3 clusters
  Score: Raw -28489864.233847 + Penalty 5989.214673 = -28483875.019173
  nChanged 2472
		SP:Iteration 12Q (127570.120000 sec): 3 clusters
  Score: Raw -28491038.472001 + Penalty 5989.214673 = -28485049.257327
  nChanged 1825
		SP:Iteration 13Q (127571.510000 sec): 3 clusters
  Score: Raw -28491709.816639 + Penalty 5989.214673 = -28485720.601965
  nChanged 1361
		SP:Iteration 14Q (127572.810000 sec): 3 clusters
  Score: Raw -28492099.689110 + Penalty 5989.214673 = -28486110.474437
  nChanged 1029
		SP:Iteration 15Q (127574.100000 sec): 3 clusters
  Score: Raw -28492314.454454 + Penalty 5989.214673 = -28486325.239781
  nChanged 749
		SP:Iteration 16Q (127575.510000 sec): 3 clusters
  Score: Raw -28492434.582591 + Penalty 5989.214673 = -28486445.367918
  nChanged 587
		SP:Iteration 17Q (127576.820000 sec): 3 clusters
  Score: Raw -28492509.622826 + Penalty 5989.214673 = -28486520.408153
  nChanged 451
		SP:Iteration 18Q (127578.250000 sec): 3 clusters
  Score: Raw -28492558.523902 + Penalty 5989.214673 = -28486569.309229
  nChanged 374
		SP:Iteration 19Q (127579.670000 sec): 3 clusters
  Score: Raw -28492597.345358 + Penalty 5989.214673 = -28486608.130685
  nChanged 301
		SP:Iteration 20F (127581.160000 sec): 3 clusters
  Score: Raw -28492625.111407 + Penalty 5989.214673 = -28486635.896734
  nChanged 256
		SP:Iteration 21Q (127582.640000 sec): 3 clusters
  Score: Raw -28492646.213562 + Penalty 5989.214673 = -28486656.998889
  nChanged 242
		SP:Iteration 22Q (127584.090000 sec): 3 clusters
  Score: Raw -28492665.152655 + Penalty 5989.214673 = -28486675.937981
  nChanged 179
		SP:Iteration 23Q (127585.410000 sec): 3 clusters
  Score: Raw -28492676.797307 + Penalty 5989.214673 = -28486687.582633
  nChanged 160
		SP:Iteration 24Q (127586.800000 sec): 3 clusters
  Score: Raw -28492685.329548 + Penalty 5989.214673 = -28486696.114875
  nChanged 119
		SP:Iteration 25Q (127588.210000 sec): 3 clusters
  Score: Raw -28492691.101772 + Penalty 5989.214673 = -28486701.887098
  nChanged 95
		SP:Iteration 26Q (127589.510000 sec): 3 clusters
  Score: Raw -28492695.609271 + Penalty 5989.214673 = -28486706.394598
  nChanged 91
		SP:Iteration 27Q (127590.880000 sec): 3 clusters
  Score: Raw -28492699.839630 + Penalty 5989.214673 = -28486710.624957
  nChanged 85
		SP:Iteration 28Q (127592.180000 sec): 3 clusters
  Score: Raw -28492703.153094 + Penalty 5989.214673 = -28486713.938421
  nChanged 64
		SP:Iteration 29Q (127593.640000 sec): 3 clusters
  Score: Raw -28492705.252222 + Penalty 5989.214673 = -28486716.037549
  nChanged 52
		SP:Iteration 30Q (127595.060000 sec): 3 clusters
  Score: Raw -28492706.630827 + Penalty 5989.214673 = -28486717.416154
  nChanged 41
		SP:Iteration 31Q (127596.570000 sec): 3 clusters
  Score: Raw -28492707.697191 + Penalty 5989.214673 = -28486718.482518
  nChanged 37
		SP:Iteration 32Q (127598.080000 sec): 3 clusters
  Score: Raw -28492708.468228 + Penalty 5989.214673 = -28486719.253555
  nChanged 26
		SP:Iteration 33Q (127599.560000 sec): 3 clusters
  Score: Raw -28492709.138293 + Penalty 5989.214673 = -28486719.923620
  nChanged 34
		SP:Iteration 34Q (127601.040000 sec): 3 clusters
  Score: Raw -28492710.192396 + Penalty 5989.214673 = -28486720.977723
  nChanged 26
		SP:Iteration 35Q (127602.520000 sec): 3 clusters
  Score: Raw -28492710.749876 + Penalty 5989.214673 = -28486721.535203
  nChanged 16
		SP:Iteration 36Q (127604.040000 sec): 3 clusters
  Score: Raw -28492711.073602 + Penalty 5989.214673 = -28486721.858928
  nChanged 17
		SP:Iteration 37Q (127605.280000 sec): 3 clusters
  Score: Raw -28492711.398772 + Penalty 5989.214673 = -28486722.184099
  nChanged 21
		SP:Iteration 38Q (127606.670000 sec): 3 clusters
  Score: Raw -28492711.900239 + Penalty 5989.214673 = -28486722.685565
  nChanged 20
		SP:Iteration 39Q (127608.110000 sec): 3 clusters
  Score: Raw -28492712.330759 + Penalty 5989.214673 = -28486723.116086
  nChanged 24
		SP:Iteration 40F (127609.650000 sec): 3 clusters
  Score: Raw -28492712.882833 + Penalty 5989.214673 = -28486723.668160
  nChanged 27
		SP:Iteration 41Q (127610.990000 sec): 3 clusters
  Score: Raw -28492713.556176 + Penalty 5989.214673 = -28486724.341503
  nChanged 21
		SP:Iteration 42Q (127612.350000 sec): 3 clusters
  Score: Raw -28492714.043396 + Penalty 5989.214673 = -28486724.828723
  nChanged 16
		SP:Iteration 43Q (127613.700000 sec): 3 clusters
  Score: Raw -28492714.344824 + Penalty 5989.214673 = -28486725.130151
  nChanged 14
		SP:Iteration 44Q (127615.040000 sec): 3 clusters
  Score: Raw -28492714.580745 + Penalty 5989.214673 = -28486725.366072
  nChanged 6
		SP:Iteration 45Q (127616.460000 sec): 3 clusters
  Score: Raw -28492714.668489 + Penalty 5989.214673 = -28486725.453816
  nChanged 5
		SP:Iteration 46Q (127617.950000 sec): 3 clusters
  Score: Raw -28492714.734235 + Penalty 5989.214673 = -28486725.519562
  nChanged 7
		SP:Iteration 47Q (127619.240000 sec): 3 clusters
  Score: Raw -28492714.849626 + Penalty 5989.214673 = -28486725.634953
  nChanged 8
		SP:Iteration 48Q (127620.590000 sec): 3 clusters
  Score: Raw -28492715.044082 + Penalty 5989.214673 = -28486725.829409
  nChanged 9
		SP:Iteration 49Q (127622.000000 sec): 3 clusters
  Score: Raw -28492715.203077 + Penalty 5989.214673 = -28486725.988404
  nChanged 4
		SP:Iteration 50Q (127623.430000 sec): 3 clusters
  Score: Raw -28492715.285320 + Penalty 5989.214673 = -28486726.070647
  nChanged 5
		SP:Iteration 51Q (127624.800000 sec): 3 clusters
  Score: Raw -28492715.425340 + Penalty 5989.214673 = -28486726.210667
  nChanged 6
		SP:Iteration 52Q (127626.150000 sec): 3 clusters
  Score: Raw -28492715.516691 + Penalty 5989.214673 = -28486726.302018
  nChanged 5
		SP:Iteration 53Q (127627.500000 sec): 3 clusters
  Score: Raw -28492715.641455 + Penalty 5989.214673 = -28486726.426782
  nChanged 8
		SP:Iteration 54Q (127628.700000 sec): 3 clusters
  Score: Raw -28492715.792707 + Penalty 5989.214673 = -28486726.578034
  nChanged 4
		SP:Iteration 55Q (127630.020000 sec): 3 clusters
  Score: Raw -28492715.854476 + Penalty 5989.214673 = -28486726.639803
  nChanged 3
		SP:Iteration 56Q (127631.460000 sec): 3 clusters
  Score: Raw -28492715.895089 + Penalty 5989.214673 = -28486726.680416
  nChanged 1
		SP:Iteration 57Q (127632.720000 sec): 3 clusters
  Score: Raw -28492715.913183 + Penalty 5989.214673 = -28486726.698510
  nChanged 4
		SP:Iteration 58Q (127634.160000 sec): 3 clusters
  Score: Raw -28492715.987256 + Penalty 5989.214673 = -28486726.772583
  nChanged 7
		SP:Iteration 59Q (127635.580000 sec): 3 clusters
  Score: Raw -28492716.124886 + Penalty 5989.214673 = -28486726.910213
  nChanged 6
		SP:Iteration 60F (127637.080000 sec): 3 clusters
  Score: Raw -28492716.214363 + Penalty 5989.214673 = -28486726.999690
  nChanged 6
		SP:Iteration 61Q (127638.460000 sec): 3 clusters
  Score: Raw -28492716.319409 + Penalty 5989.214673 = -28486727.104735
  nChanged 2
		SP:Iteration 62Q (127639.800000 sec): 3 clusters
  Score: Raw -28492716.365016 + Penalty 5989.214673 = -28486727.150343
  nChanged 4
		SP:Iteration 63Q (127641.470000 sec): 3 clusters
  Score: Raw -28492716.439110 + Penalty 5989.214673 = -28486727.224437
  nChanged 2
		SP:Iteration 64Q (127642.940000 sec): 3 clusters
  Score: Raw -28492716.459696 + Penalty 5989.214673 = -28486727.245023
  nChanged 1
		SP:Iteration 65Q (127644.460000 sec): 3 clusters
  Score: Raw -28492716.476760 + Penalty 5989.214673 = -28486727.262087
  nChanged 2
		SP:Iteration 66Q (127645.940000 sec): 3 clusters
  Score: Raw -28492716.492049 + Penalty 5989.214673 = -28486727.277376
  nChanged 1
		SP:Iteration 67Q (127647.460000 sec): 3 clusters
  Score: Raw -28492716.498506 + Penalty 5989.214673 = -28486727.283833
  nChanged 0
		SP:Iteration 68F (127649.100000 sec): 3 clusters
  Score: Raw -28492716.498506 + Penalty 5989.214673 = -28486727.283833
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 27 (5860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127649.240000 sec): 2 clusters
  Score: Raw -934718.015251 + Penalty 2151.624411 = -932566.390840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127649.450000 sec): 3 clusters
  Score: Raw -931836.403159 + Penalty 4303.248822 = -927533.154337
  nChanged 2289
		SP:Iteration 1F (127649.650000 sec): 3 clusters
  Score: Raw -933127.394189 + Penalty 4303.248822 = -928824.145367
  nChanged 434
		SP:Iteration 2F (127649.840000 sec): 3 clusters
  Score: Raw -933402.904569 + Penalty 4303.248822 = -929099.655747
  nChanged 329
		SP:Iteration 3F (127650.040000 sec): 3 clusters
  Score: Raw -933583.335483 + Penalty 4303.248822 = -929280.086662
  nChanged 266
		SP:Iteration 4Q (127650.280000 sec): 3 clusters
  Score: Raw -933722.227856 + Penalty 4303.248822 = -929418.979034
  nChanged 208
		SP:Iteration 5Q (127650.480000 sec): 3 clusters
  Score: Raw -933826.021356 + Penalty 4303.248822 = -929522.772534
  nChanged 200
		SP:Iteration 6Q (127650.680000 sec): 3 clusters
  Score: Raw -933933.116558 + Penalty 4303.248822 = -929629.867736
  nChanged 195
		SP:Iteration 7Q (127650.880000 sec): 3 clusters
  Score: Raw -934040.392572 + Penalty 4303.248822 = -929737.143750
  nChanged 178
		SP:Iteration 8Q (127651.070000 sec): 3 clusters
  Score: Raw -934128.403550 + Penalty 4303.248822 = -929825.154728
  nChanged 147
		SP:Iteration 9Q (127651.270000 sec): 3 clusters
  Score: Raw -934200.927078 + Penalty 4303.248822 = -929897.678256
  nChanged 143
		SP:Iteration 10Q (127651.460000 sec): 3 clusters
  Score: Raw -934265.599245 + Penalty 4303.248822 = -929962.350423
  nChanged 102
		SP:Iteration 11Q (127651.660000 sec): 3 clusters
  Score: Raw -934305.650072 + Penalty 4303.248822 = -930002.401251
  nChanged 83
		SP:Iteration 12Q (127651.860000 sec): 3 clusters
  Score: Raw -934339.801000 + Penalty 4303.248822 = -930036.552178
  nChanged 75
		SP:Iteration 13Q (127652.060000 sec): 3 clusters
  Score: Raw -934370.279305 + Penalty 4303.248822 = -930067.030483
  nChanged 74
		SP:Iteration 14Q (127652.250000 sec): 3 clusters
  Score: Raw -934401.860170 + Penalty 4303.248822 = -930098.611348
  nChanged 60
		SP:Iteration 15Q (127652.450000 sec): 3 clusters
  Score: Raw -934424.597945 + Penalty 4303.248822 = -930121.349124
  nChanged 51
		SP:Iteration 16Q (127652.650000 sec): 3 clusters
  Score: Raw -934443.225092 + Penalty 4303.248822 = -930139.976271
  nChanged 39
		SP:Iteration 17Q (127652.840000 sec): 3 clusters
  Score: Raw -934455.717623 + Penalty 4303.248822 = -930152.468801
  nChanged 29
		SP:Iteration 18Q (127653.040000 sec): 3 clusters
  Score: Raw -934466.699695 + Penalty 4303.248822 = -930163.450873
  nChanged 27
		SP:Iteration 19Q (127653.240000 sec): 3 clusters
  Score: Raw -934474.390378 + Penalty 4303.248822 = -930171.141556
  nChanged 26
		SP:Iteration 20F (127653.430000 sec): 3 clusters
  Score: Raw -934481.038540 + Penalty 4303.248822 = -930177.789719
  nChanged 18
		SP:Iteration 21Q (127653.630000 sec): 3 clusters
  Score: Raw -934486.147272 + Penalty 4303.248822 = -930182.898451
  nChanged 18
		SP:Iteration 22Q (127653.880000 sec): 3 clusters
  Score: Raw -934490.523175 + Penalty 4303.248822 = -930187.274353
  nChanged 17
		SP:Iteration 23Q (127654.140000 sec): 3 clusters
  Score: Raw -934495.326017 + Penalty 4303.248822 = -930192.077195
  nChanged 14
		SP:Iteration 24Q (127654.370000 sec): 3 clusters
  Score: Raw -934499.742064 + Penalty 4303.248822 = -930196.493243
  nChanged 16
		SP:Iteration 25Q (127654.610000 sec): 3 clusters
  Score: Raw -934504.526745 + Penalty 4303.248822 = -930201.277923
  nChanged 13
		SP:Iteration 26Q (127654.820000 sec): 3 clusters
  Score: Raw -934507.707776 + Penalty 4303.248822 = -930204.458955
  nChanged 10
		SP:Iteration 27Q (127655.020000 sec): 3 clusters
  Score: Raw -934509.963846 + Penalty 4303.248822 = -930206.715025
  nChanged 5
		SP:Iteration 28Q (127655.280000 sec): 3 clusters
  Score: Raw -934511.658567 + Penalty 4303.248822 = -930208.409746
  nChanged 8
		SP:Iteration 29Q (127655.520000 sec): 3 clusters
  Score: Raw -934513.864567 + Penalty 4303.248822 = -930210.615745
  nChanged 5
		SP:Iteration 30Q (127655.690000 sec): 3 clusters
  Score: Raw -934515.286517 + Penalty 4303.248822 = -930212.037696
  nChanged 6
		SP:Iteration 31Q (127655.900000 sec): 3 clusters
  Score: Raw -934516.832487 + Penalty 4303.248822 = -930213.583665
  nChanged 10
		SP:Iteration 32Q (127656.100000 sec): 3 clusters
  Score: Raw -934519.229097 + Penalty 4303.248822 = -930215.980275
  nChanged 5
		SP:Iteration 33Q (127656.280000 sec): 3 clusters
  Score: Raw -934520.033982 + Penalty 4303.248822 = -930216.785160
  nChanged 4
		SP:Iteration 34Q (127656.490000 sec): 3 clusters
  Score: Raw -934520.787315 + Penalty 4303.248822 = -930217.538494
  nChanged 6
		SP:Iteration 35Q (127656.720000 sec): 3 clusters
  Score: Raw -934522.248780 + Penalty 4303.248822 = -930218.999958
  nChanged 8
		SP:Iteration 36Q (127656.980000 sec): 3 clusters
  Score: Raw -934524.944880 + Penalty 4303.248822 = -930221.696058
  nChanged 14
		SP:Iteration 37Q (127657.170000 sec): 3 clusters
  Score: Raw -934529.454452 + Penalty 4303.248822 = -930226.205630
  nChanged 13
		SP:Iteration 38Q (127657.370000 sec): 3 clusters
  Score: Raw -934534.040191 + Penalty 4303.248822 = -930230.791370
  nChanged 11
		SP:Iteration 39Q (127657.600000 sec): 3 clusters
  Score: Raw -934537.637894 + Penalty 4303.248822 = -930234.389073
  nChanged 10
		SP:Iteration 40F (127657.820000 sec): 3 clusters
  Score: Raw -934540.983480 + Penalty 4303.248822 = -930237.734658
  nChanged 11
		SP:Iteration 41Q (127658.010000 sec): 3 clusters
  Score: Raw -934543.477534 + Penalty 4303.248822 = -930240.228712
  nChanged 9
		SP:Iteration 42Q (127658.300000 sec): 3 clusters
  Score: Raw -934545.435510 + Penalty 4303.248822 = -930242.186689
  nChanged 10
		SP:Iteration 43Q (127658.620000 sec): 3 clusters
  Score: Raw -934547.925309 + Penalty 4303.248822 = -930244.676487
  nChanged 10
		SP:Iteration 44Q (127658.810000 sec): 3 clusters
  Score: Raw -934550.650529 + Penalty 4303.248822 = -930247.401707
  nChanged 6
		SP:Iteration 45Q (127659.010000 sec): 3 clusters
  Score: Raw -934552.325971 + Penalty 4303.248822 = -930249.077149
  nChanged 5
		SP:Iteration 46Q (127659.220000 sec): 3 clusters
  Score: Raw -934553.488374 + Penalty 4303.248822 = -930250.239553
  nChanged 4
		SP:Iteration 47Q (127659.420000 sec): 3 clusters
  Score: Raw -934554.545648 + Penalty 4303.248822 = -930251.296826
  nChanged 2
		SP:Iteration 48Q (127659.680000 sec): 3 clusters
  Score: Raw -934555.055788 + Penalty 4303.248822 = -930251.806966
  nChanged 3
		SP:Iteration 49Q (127659.900000 sec): 3 clusters
  Score: Raw -934555.769711 + Penalty 4303.248822 = -930252.520890
  nChanged 0
		SP:Iteration 50F (127660.140000 sec): 3 clusters
  Score: Raw -934555.769711 + Penalty 4303.248822 = -930252.520890
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 28 (5304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127660.350000 sec): 2 clusters
  Score: Raw -804894.667732 + Penalty 2126.901700 = -802767.766032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127660.550000 sec): 3 clusters
  Score: Raw -802278.548714 + Penalty 4253.803400 = -798024.745314
  nChanged 2048
		SP:Iteration 1F (127660.810000 sec): 3 clusters
  Score: Raw -803528.748395 + Penalty 4253.803400 = -799274.944995
  nChanged 357
		SP:Iteration 2F (127661.050000 sec): 3 clusters
  Score: Raw -803726.393941 + Penalty 4253.803400 = -799472.590541
  nChanged 259
		SP:Iteration 3Q (127661.340000 sec): 3 clusters
  Score: Raw -803865.682952 + Penalty 4253.803400 = -799611.879552
  nChanged 212
		SP:Iteration 4Q (127661.520000 sec): 3 clusters
  Score: Raw -803975.108470 + Penalty 4253.803400 = -799721.305070
  nChanged 186
		SP:Iteration 5Q (127661.700000 sec): 3 clusters
  Score: Raw -804060.244446 + Penalty 4253.803400 = -799806.441046
  nChanged 143
		SP:Iteration 6Q (127661.920000 sec): 3 clusters
  Score: Raw -804138.190079 + Penalty 4253.803400 = -799884.386679
  nChanged 162
		SP:Iteration 7Q (127662.150000 sec): 3 clusters
  Score: Raw -804229.984578 + Penalty 4253.803400 = -799976.181178
  nChanged 166
		SP:Iteration 8Q (127662.350000 sec): 3 clusters
  Score: Raw -804334.714163 + Penalty 4253.803400 = -800080.910763
  nChanged 176
		SP:Iteration 9Q (127662.550000 sec): 3 clusters
  Score: Raw -804457.908373 + Penalty 4253.803400 = -800204.104974
  nChanged 185
		SP:Iteration 10Q (127662.750000 sec): 3 clusters
  Score: Raw -804594.250373 + Penalty 4253.803400 = -800340.446973
  nChanged 175
		SP:Iteration 11Q (127663.000000 sec): 3 clusters
  Score: Raw -804718.382347 + Penalty 4253.803400 = -800464.578947
  nChanged 162
		SP:Iteration 12Q (127663.230000 sec): 3 clusters
  Score: Raw -804831.755845 + Penalty 4253.803400 = -800577.952445
  nChanged 134
		SP:Iteration 13Q (127663.390000 sec): 3 clusters
  Score: Raw -804919.328610 + Penalty 4253.803400 = -800665.525211
  nChanged 126
		SP:Iteration 14Q (127663.610000 sec): 3 clusters
  Score: Raw -805000.729928 + Penalty 4253.803400 = -800746.926529
  nChanged 86
		SP:Iteration 15Q (127663.730000 sec): 3 clusters
  Score: Raw -805049.402234 + Penalty 4253.803400 = -800795.598835
  nChanged 67
		SP:Iteration 16Q (127663.930000 sec): 3 clusters
  Score: Raw -805085.987453 + Penalty 4253.803400 = -800832.184053
  nChanged 62
		SP:Iteration 17Q (127664.100000 sec): 3 clusters
  Score: Raw -805116.922020 + Penalty 4253.803400 = -800863.118620
  nChanged 49
		SP:Iteration 18Q (127664.300000 sec): 3 clusters
  Score: Raw -805142.778304 + Penalty 4253.803400 = -800888.974904
  nChanged 37
		SP:Iteration 19Q (127664.500000 sec): 3 clusters
  Score: Raw -805163.362139 + Penalty 4253.803400 = -800909.558739
  nChanged 29
		SP:Iteration 20F (127664.670000 sec): 3 clusters
  Score: Raw -805177.250746 + Penalty 4253.803400 = -800923.447346
  nChanged 24
		SP:Iteration 21Q (127664.890000 sec): 3 clusters
  Score: Raw -805188.877827 + Penalty 4253.803400 = -800935.074427
  nChanged 21
		SP:Iteration 22Q (127665.070000 sec): 3 clusters
  Score: Raw -805195.752826 + Penalty 4253.803400 = -800941.949426
  nChanged 13
		SP:Iteration 23Q (127665.290000 sec): 3 clusters
  Score: Raw -805200.142797 + Penalty 4253.803400 = -800946.339397
  nChanged 8
		SP:Iteration 24Q (127665.510000 sec): 3 clusters
  Score: Raw -805203.951477 + Penalty 4253.803400 = -800950.148077
  nChanged 13
		SP:Iteration 25Q (127665.740000 sec): 3 clusters
  Score: Raw -805209.081217 + Penalty 4253.803400 = -800955.277817
  nChanged 9
		SP:Iteration 26Q (127665.930000 sec): 3 clusters
  Score: Raw -805212.744539 + Penalty 4253.803400 = -800958.941139
  nChanged 18
		SP:Iteration 27Q (127666.100000 sec): 3 clusters
  Score: Raw -805220.241843 + Penalty 4253.803400 = -800966.438443
  nChanged 19
		SP:Iteration 28Q (127666.310000 sec): 3 clusters
  Score: Raw -805227.581399 + Penalty 4253.803400 = -800973.777999
  nChanged 17
		SP:Iteration 29Q (127666.470000 sec): 3 clusters
  Score: Raw -805233.956973 + Penalty 4253.803400 = -800980.153574
  nChanged 14
		SP:Iteration 30Q (127666.680000 sec): 3 clusters
  Score: Raw -805237.926310 + Penalty 4253.803400 = -800984.122910
  nChanged 13
		SP:Iteration 31Q (127666.860000 sec): 3 clusters
  Score: Raw -805241.373077 + Penalty 4253.803400 = -800987.569677
  nChanged 12
		SP:Iteration 32Q (127667.090000 sec): 3 clusters
  Score: Raw -805245.859549 + Penalty 4253.803400 = -800992.056149
  nChanged 12
		SP:Iteration 33Q (127667.280000 sec): 3 clusters
  Score: Raw -805249.948057 + Penalty 4253.803400 = -800996.144657
  nChanged 6
		SP:Iteration 34Q (127667.470000 sec): 3 clusters
  Score: Raw -805251.795248 + Penalty 4253.803400 = -800997.991848
  nChanged 6
		SP:Iteration 35Q (127667.680000 sec): 3 clusters
  Score: Raw -805253.283321 + Penalty 4253.803400 = -800999.479922
  nChanged 7
		SP:Iteration 36Q (127667.850000 sec): 3 clusters
  Score: Raw -805254.737065 + Penalty 4253.803400 = -801000.933665
  nChanged 1
		SP:Iteration 37Q (127668.080000 sec): 3 clusters
  Score: Raw -805255.241007 + Penalty 4253.803400 = -801001.437608
  nChanged 2
		SP:Iteration 38Q (127668.290000 sec): 3 clusters
  Score: Raw -805255.938870 + Penalty 4253.803400 = -801002.135470
  nChanged 6
		SP:Iteration 39Q (127668.510000 sec): 3 clusters
  Score: Raw -805257.382395 + Penalty 4253.803400 = -801003.578995
  nChanged 3
		SP:Iteration 40F (127668.710000 sec): 3 clusters
  Score: Raw -805257.951319 + Penalty 4253.803400 = -801004.147919
  nChanged 1
		SP:Iteration 41Q (127668.950000 sec): 3 clusters
  Score: Raw -805259.773608 + Penalty 4253.803400 = -801005.970208
  nChanged 5
		SP:Iteration 42Q (127669.130000 sec): 3 clusters
  Score: Raw -805261.513340 + Penalty 4253.803400 = -801007.709941
  nChanged 4
		SP:Iteration 43Q (127669.360000 sec): 3 clusters
  Score: Raw -805262.967915 + Penalty 4253.803400 = -801009.164516
  nChanged 4
		SP:Iteration 44Q (127669.560000 sec): 3 clusters
  Score: Raw -805263.889315 + Penalty 4253.803400 = -801010.085915
  nChanged 6
		SP:Iteration 45Q (127669.750000 sec): 3 clusters
  Score: Raw -805265.315973 + Penalty 4253.803400 = -801011.512573
  nChanged 7
		SP:Iteration 46Q (127669.980000 sec): 3 clusters
  Score: Raw -805267.191253 + Penalty 4253.803400 = -801013.387853
  nChanged 9
		SP:Iteration 47Q (127670.170000 sec): 3 clusters
  Score: Raw -805270.054403 + Penalty 4253.803400 = -801016.251003
  nChanged 9
		SP:Iteration 48Q (127670.350000 sec): 3 clusters
  Score: Raw -805273.486349 + Penalty 4253.803400 = -801019.682949
  nChanged 12
		SP:Iteration 49Q (127670.530000 sec): 3 clusters
  Score: Raw -805280.633437 + Penalty 4253.803400 = -801026.830037
  nChanged 17
		SP:Iteration 50Q (127670.780000 sec): 3 clusters
  Score: Raw -805288.309335 + Penalty 4253.803400 = -801034.505936
  nChanged 23
		SP:Iteration 51Q (127670.910000 sec): 3 clusters
  Score: Raw -805297.131578 + Penalty 4253.803400 = -801043.328178
  nChanged 20
		SP:Iteration 52Q (127671.100000 sec): 3 clusters
  Score: Raw -805304.625180 + Penalty 4253.803400 = -801050.821780
  nChanged 15
		SP:Iteration 53Q (127671.210000 sec): 3 clusters
  Score: Raw -805309.778748 + Penalty 4253.803400 = -801055.975348
  nChanged 13
		SP:Iteration 54Q (127671.350000 sec): 3 clusters
  Score: Raw -805315.283713 + Penalty 4253.803400 = -801061.480314
  nChanged 14
		SP:Iteration 55Q (127671.500000 sec): 3 clusters
  Score: Raw -805319.380397 + Penalty 4253.803400 = -801065.576997
  nChanged 9
		SP:Iteration 56Q (127671.690000 sec): 3 clusters
  Score: Raw -805323.061543 + Penalty 4253.803400 = -801069.258144
  nChanged 11
		SP:Iteration 57Q (127671.800000 sec): 3 clusters
  Score: Raw -805328.426553 + Penalty 4253.803400 = -801074.623153
  nChanged 15
		SP:Iteration 58Q (127671.940000 sec): 3 clusters
  Score: Raw -805336.583281 + Penalty 4253.803400 = -801082.779881
  nChanged 22
		SP:Iteration 59Q (127672.080000 sec): 3 clusters
  Score: Raw -805347.256690 + Penalty 4253.803400 = -801093.453290
  nChanged 21
		SP:Iteration 60F (127672.230000 sec): 3 clusters
  Score: Raw -805355.657921 + Penalty 4253.803400 = -801101.854521
  nChanged 20
		SP:Iteration 61Q (127672.370000 sec): 3 clusters
  Score: Raw -805362.120553 + Penalty 4253.803400 = -801108.317153
  nChanged 21
		SP:Iteration 62Q (127672.580000 sec): 3 clusters
  Score: Raw -805368.038883 + Penalty 4253.803400 = -801114.235484
  nChanged 23
		SP:Iteration 63Q (127672.760000 sec): 3 clusters
  Score: Raw -805376.024772 + Penalty 4253.803400 = -801122.221372
  nChanged 15
		SP:Iteration 64Q (127673.020000 sec): 3 clusters
  Score: Raw -805382.246044 + Penalty 4253.803400 = -801128.442645
  nChanged 19
		SP:Iteration 65Q (127673.260000 sec): 3 clusters
  Score: Raw -805388.548973 + Penalty 4253.803400 = -801134.745573
  nChanged 12
		SP:Iteration 66Q (127673.450000 sec): 3 clusters
  Score: Raw -805393.656992 + Penalty 4253.803400 = -801139.853593
  nChanged 14
		SP:Iteration 67Q (127673.670000 sec): 3 clusters
  Score: Raw -805398.864012 + Penalty 4253.803400 = -801145.060612
  nChanged 15
		SP:Iteration 68Q (127673.910000 sec): 3 clusters
  Score: Raw -805405.377291 + Penalty 4253.803400 = -801151.573892
  nChanged 16
		SP:Iteration 69Q (127674.130000 sec): 3 clusters
  Score: Raw -805411.369656 + Penalty 4253.803400 = -801157.566257
  nChanged 10
		SP:Iteration 70Q (127674.310000 sec): 3 clusters
  Score: Raw -805414.315837 + Penalty 4253.803400 = -801160.512438
  nChanged 10
		SP:Iteration 71Q (127674.500000 sec): 3 clusters
  Score: Raw -805417.295039 + Penalty 4253.803400 = -801163.491639
  nChanged 4
		SP:Iteration 72Q (127674.680000 sec): 3 clusters
  Score: Raw -805419.327723 + Penalty 4253.803400 = -801165.524323
  nChanged 5
		SP:Iteration 73Q (127674.940000 sec): 3 clusters
  Score: Raw -805420.618628 + Penalty 4253.803400 = -801166.815228
  nChanged 2
		SP:Iteration 74Q (127675.190000 sec): 3 clusters
  Score: Raw -805421.066471 + Penalty 4253.803400 = -801167.263071
  nChanged 2
		SP:Iteration 75Q (127675.380000 sec): 3 clusters
  Score: Raw -805421.499468 + Penalty 4253.803400 = -801167.696068
  nChanged 0
		SP:Iteration 76F (127675.570000 sec): 3 clusters
  Score: Raw -805421.499468 + Penalty 4253.803400 = -801167.696068
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 29 (11086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127675.750000 sec): 2 clusters
  Score: Raw -1650262.306229 + Penalty 2309.732706 = -1647952.573523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127676.000000 sec): 3 clusters
  Score: Raw -1644245.258918 + Penalty 4619.465412 = -1639625.793506
  nChanged 4603
		SP:Iteration 1F (127676.240000 sec): 3 clusters
  Score: Raw -1646801.247217 + Penalty 4619.465412 = -1642181.781805
  nChanged 715
		SP:Iteration 2F (127676.530000 sec): 3 clusters
  Score: Raw -1647198.493901 + Penalty 4619.465412 = -1642579.028490
  nChanged 640
		SP:Iteration 3F (127676.770000 sec): 3 clusters
  Score: Raw -1647610.367750 + Penalty 4619.465412 = -1642990.902339
  nChanged 616
		SP:Iteration 4F (127677.040000 sec): 3 clusters
  Score: Raw -1648016.863980 + Penalty 4619.465412 = -1643397.398569
  nChanged 597
		SP:Iteration 5F (127677.240000 sec): 3 clusters
  Score: Raw -1648448.746747 + Penalty 4619.465412 = -1643829.281336
  nChanged 576
		SP:Iteration 6F (127677.510000 sec): 3 clusters
  Score: Raw -1648911.929017 + Penalty 4619.465412 = -1644292.463606
  nChanged 568
		SP:Iteration 7F (127677.750000 sec): 3 clusters
  Score: Raw -1649309.705404 + Penalty 4619.465412 = -1644690.239992
  nChanged 467
		SP:Iteration 8Q (127677.980000 sec): 3 clusters
  Score: Raw -1649600.680601 + Penalty 4619.465412 = -1644981.215189
  nChanged 414
		SP:Iteration 9Q (127678.250000 sec): 3 clusters
  Score: Raw -1649858.563646 + Penalty 4619.465412 = -1645239.098234
  nChanged 398
		SP:Iteration 10Q (127678.550000 sec): 3 clusters
  Score: Raw -1650074.104399 + Penalty 4619.465412 = -1645454.638988
  nChanged 314
		SP:Iteration 11Q (127678.830000 sec): 3 clusters
  Score: Raw -1650224.382755 + Penalty 4619.465412 = -1645604.917343
  nChanged 244
		SP:Iteration 12Q (127679.100000 sec): 3 clusters
  Score: Raw -1650333.030098 + Penalty 4619.465412 = -1645713.564686
  nChanged 210
		SP:Iteration 13Q (127679.390000 sec): 3 clusters
  Score: Raw -1650416.800382 + Penalty 4619.465412 = -1645797.334970
  nChanged 176
		SP:Iteration 14Q (127679.640000 sec): 3 clusters
  Score: Raw -1650491.258530 + Penalty 4619.465412 = -1645871.793118
  nChanged 165
		SP:Iteration 15Q (127679.900000 sec): 3 clusters
  Score: Raw -1650551.588373 + Penalty 4619.465412 = -1645932.122961
  nChanged 146
		SP:Iteration 16Q (127680.180000 sec): 3 clusters
  Score: Raw -1650598.502772 + Penalty 4619.465412 = -1645979.037360
  nChanged 121
		SP:Iteration 17Q (127680.440000 sec): 3 clusters
  Score: Raw -1650632.830172 + Penalty 4619.465412 = -1646013.364760
  nChanged 87
		SP:Iteration 18Q (127680.720000 sec): 3 clusters
  Score: Raw -1650660.580253 + Penalty 4619.465412 = -1646041.114841
  nChanged 85
		SP:Iteration 19Q (127680.980000 sec): 3 clusters
  Score: Raw -1650682.929057 + Penalty 4619.465412 = -1646063.463645
  nChanged 75
		SP:Iteration 20F (127681.200000 sec): 3 clusters
  Score: Raw -1650699.479099 + Penalty 4619.465412 = -1646080.013688
  nChanged 54
		SP:Iteration 21Q (127681.400000 sec): 3 clusters
  Score: Raw -1650710.976898 + Penalty 4619.465412 = -1646091.511487
  nChanged 48
		SP:Iteration 22Q (127681.640000 sec): 3 clusters
  Score: Raw -1650720.927241 + Penalty 4619.465412 = -1646101.461829
  nChanged 45
		SP:Iteration 23Q (127681.840000 sec): 3 clusters
  Score: Raw -1650730.832338 + Penalty 4619.465412 = -1646111.366926
  nChanged 46
		SP:Iteration 24Q (127681.980000 sec): 3 clusters
  Score: Raw -1650741.565256 + Penalty 4619.465412 = -1646122.099845
  nChanged 60
		SP:Iteration 25Q (127682.190000 sec): 3 clusters
  Score: Raw -1650753.294504 + Penalty 4619.465412 = -1646133.829092
  nChanged 44
		SP:Iteration 26Q (127682.500000 sec): 3 clusters
  Score: Raw -1650761.577999 + Penalty 4619.465412 = -1646142.112588
  nChanged 33
		SP:Iteration 27Q (127682.800000 sec): 3 clusters
  Score: Raw -1650768.706745 + Penalty 4619.465412 = -1646149.241334
  nChanged 32
		SP:Iteration 28Q (127683.110000 sec): 3 clusters
  Score: Raw -1650775.411088 + Penalty 4619.465412 = -1646155.945677
  nChanged 34
		SP:Iteration 29Q (127683.400000 sec): 3 clusters
  Score: Raw -1650781.421964 + Penalty 4619.465412 = -1646161.956553
  nChanged 31
		SP:Iteration 30Q (127683.680000 sec): 3 clusters
  Score: Raw -1650787.860492 + Penalty 4619.465412 = -1646168.395081
  nChanged 34
		SP:Iteration 31Q (127683.970000 sec): 3 clusters
  Score: Raw -1650794.629990 + Penalty 4619.465412 = -1646175.164578
  nChanged 36
		SP:Iteration 32Q (127684.290000 sec): 3 clusters
  Score: Raw -1650801.480173 + Penalty 4619.465412 = -1646182.014761
  nChanged 30
		SP:Iteration 33Q (127684.560000 sec): 3 clusters
  Score: Raw -1650806.951294 + Penalty 4619.465412 = -1646187.485882
  nChanged 38
		SP:Iteration 34Q (127684.830000 sec): 3 clusters
  Score: Raw -1650815.006069 + Penalty 4619.465412 = -1646195.540658
  nChanged 35
		SP:Iteration 35Q (127685.090000 sec): 3 clusters
  Score: Raw -1650824.038211 + Penalty 4619.465412 = -1646204.572800
  nChanged 43
		SP:Iteration 36Q (127685.400000 sec): 3 clusters
  Score: Raw -1650834.077113 + Penalty 4619.465412 = -1646214.611701
  nChanged 42
		SP:Iteration 37Q (127685.660000 sec): 3 clusters
  Score: Raw -1650843.748701 + Penalty 4619.465412 = -1646224.283290
  nChanged 38
		SP:Iteration 38Q (127685.900000 sec): 3 clusters
  Score: Raw -1650853.329109 + Penalty 4619.465412 = -1646233.863698
  nChanged 49
		SP:Iteration 39Q (127686.140000 sec): 3 clusters
  Score: Raw -1650867.251090 + Penalty 4619.465412 = -1646247.785678
  nChanged 48
		SP:Iteration 40F (127686.430000 sec): 3 clusters
  Score: Raw -1650878.828406 + Penalty 4619.465412 = -1646259.362994
  nChanged 43
		SP:Iteration 41Q (127686.710000 sec): 3 clusters
  Score: Raw -1650887.961325 + Penalty 4619.465412 = -1646268.495914
  nChanged 44
		SP:Iteration 42Q (127687.010000 sec): 3 clusters
  Score: Raw -1650898.513893 + Penalty 4619.465412 = -1646279.048482
  nChanged 43
		SP:Iteration 43Q (127687.350000 sec): 3 clusters
  Score: Raw -1650907.568090 + Penalty 4619.465412 = -1646288.102678
  nChanged 39
		SP:Iteration 44Q (127687.650000 sec): 3 clusters
  Score: Raw -1650915.393493 + Penalty 4619.465412 = -1646295.928081
  nChanged 36
		SP:Iteration 45Q (127687.930000 sec): 3 clusters
  Score: Raw -1650923.387196 + Penalty 4619.465412 = -1646303.921784
  nChanged 39
		SP:Iteration 46Q (127688.190000 sec): 3 clusters
  Score: Raw -1650930.746890 + Penalty 4619.465412 = -1646311.281478
  nChanged 36
		SP:Iteration 47Q (127688.470000 sec): 3 clusters
  Score: Raw -1650937.484922 + Penalty 4619.465412 = -1646318.019510
  nChanged 23
		SP:Iteration 48Q (127688.800000 sec): 3 clusters
  Score: Raw -1650942.083864 + Penalty 4619.465412 = -1646322.618453
  nChanged 36
		SP:Iteration 49Q (127689.070000 sec): 3 clusters
  Score: Raw -1650949.206569 + Penalty 4619.465412 = -1646329.741157
  nChanged 41
		SP:Iteration 50Q (127689.310000 sec): 3 clusters
  Score: Raw -1650957.654606 + Penalty 4619.465412 = -1646338.189194
  nChanged 42
		SP:Iteration 51Q (127689.540000 sec): 3 clusters
  Score: Raw -1650965.603403 + Penalty 4619.465412 = -1646346.137991
  nChanged 37
		SP:Iteration 52Q (127689.740000 sec): 3 clusters
  Score: Raw -1650973.259520 + Penalty 4619.465412 = -1646353.794108
  nChanged 39
		SP:Iteration 53Q (127690.000000 sec): 3 clusters
  Score: Raw -1650982.052548 + Penalty 4619.465412 = -1646362.587136
  nChanged 39
		SP:Iteration 54Q (127690.250000 sec): 3 clusters
  Score: Raw -1650989.761117 + Penalty 4619.465412 = -1646370.295706
  nChanged 31
		SP:Iteration 55Q (127690.510000 sec): 3 clusters
  Score: Raw -1650995.430154 + Penalty 4619.465412 = -1646375.964743
  nChanged 25
		SP:Iteration 56Q (127690.730000 sec): 3 clusters
  Score: Raw -1650999.321012 + Penalty 4619.465412 = -1646379.855600
  nChanged 20
		SP:Iteration 57Q (127690.980000 sec): 3 clusters
  Score: Raw -1651003.354421 + Penalty 4619.465412 = -1646383.889010
  nChanged 22
		SP:Iteration 58Q (127691.240000 sec): 3 clusters
  Score: Raw -1651006.934712 + Penalty 4619.465412 = -1646387.469301
  nChanged 19
		SP:Iteration 59Q (127691.530000 sec): 3 clusters
  Score: Raw -1651010.160827 + Penalty 4619.465412 = -1646390.695415
  nChanged 22
		SP:Iteration 60F (127691.790000 sec): 3 clusters
  Score: Raw -1651014.188373 + Penalty 4619.465412 = -1646394.722961
  nChanged 19
		SP:Iteration 61Q (127692.110000 sec): 3 clusters
  Score: Raw -1651017.734820 + Penalty 4619.465412 = -1646398.269408
  nChanged 19
		SP:Iteration 62Q (127692.370000 sec): 3 clusters
  Score: Raw -1651021.202352 + Penalty 4619.465412 = -1646401.736940
  nChanged 23
		SP:Iteration 63Q (127692.620000 sec): 3 clusters
  Score: Raw -1651025.285147 + Penalty 4619.465412 = -1646405.819735
  nChanged 19
		SP:Iteration 64Q (127692.880000 sec): 3 clusters
  Score: Raw -1651029.172386 + Penalty 4619.465412 = -1646409.706975
  nChanged 26
		SP:Iteration 65Q (127693.190000 sec): 3 clusters
  Score: Raw -1651033.904365 + Penalty 4619.465412 = -1646414.438953
  nChanged 23
		SP:Iteration 66Q (127693.460000 sec): 3 clusters
  Score: Raw -1651037.745482 + Penalty 4619.465412 = -1646418.280070
  nChanged 22
		SP:Iteration 67Q (127693.790000 sec): 3 clusters
  Score: Raw -1651040.901135 + Penalty 4619.465412 = -1646421.435723
  nChanged 18
		SP:Iteration 68Q (127694.000000 sec): 3 clusters
  Score: Raw -1651044.422905 + Penalty 4619.465412 = -1646424.957494
  nChanged 16
		SP:Iteration 69Q (127694.260000 sec): 3 clusters
  Score: Raw -1651046.977645 + Penalty 4619.465412 = -1646427.512233
  nChanged 14
		SP:Iteration 70Q (127694.600000 sec): 3 clusters
  Score: Raw -1651049.111163 + Penalty 4619.465412 = -1646429.645751
  nChanged 10
		SP:Iteration 71Q (127694.900000 sec): 3 clusters
  Score: Raw -1651050.218468 + Penalty 4619.465412 = -1646430.753057
  nChanged 13
		SP:Iteration 72Q (127695.160000 sec): 3 clusters
  Score: Raw -1651051.866022 + Penalty 4619.465412 = -1646432.400610
  nChanged 7
		SP:Iteration 73Q (127695.370000 sec): 3 clusters
  Score: Raw -1651052.869138 + Penalty 4619.465412 = -1646433.403726
  nChanged 9
		SP:Iteration 74Q (127695.580000 sec): 3 clusters
  Score: Raw -1651053.753783 + Penalty 4619.465412 = -1646434.288371
  nChanged 9
		SP:Iteration 75Q (127695.840000 sec): 3 clusters
  Score: Raw -1651054.743454 + Penalty 4619.465412 = -1646435.278042
  nChanged 6
		SP:Iteration 76Q (127696.130000 sec): 3 clusters
  Score: Raw -1651055.530694 + Penalty 4619.465412 = -1646436.065282
  nChanged 8
		SP:Iteration 77Q (127696.380000 sec): 3 clusters
  Score: Raw -1651056.893009 + Penalty 4619.465412 = -1646437.427598
  nChanged 12
		SP:Iteration 78Q (127696.640000 sec): 3 clusters
  Score: Raw -1651059.155850 + Penalty 4619.465412 = -1646439.690439
  nChanged 16
		SP:Iteration 79Q (127697.020000 sec): 3 clusters
  Score: Raw -1651062.043063 + Penalty 4619.465412 = -1646442.577651
  nChanged 23
		SP:Iteration 80F (127697.340000 sec): 3 clusters
  Score: Raw -1651065.148789 + Penalty 4619.465412 = -1646445.683377
  nChanged 18
		SP:Iteration 81Q (127697.680000 sec): 3 clusters
  Score: Raw -1651068.104609 + Penalty 4619.465412 = -1646448.639197
  nChanged 16
		SP:Iteration 82Q (127697.990000 sec): 3 clusters
  Score: Raw -1651070.161497 + Penalty 4619.465412 = -1646450.696086
  nChanged 15
		SP:Iteration 83Q (127698.280000 sec): 3 clusters
  Score: Raw -1651072.295577 + Penalty 4619.465412 = -1646452.830166
  nChanged 18
		SP:Iteration 84Q (127698.590000 sec): 3 clusters
  Score: Raw -1651075.046673 + Penalty 4619.465412 = -1646455.581262
  nChanged 20
		SP:Iteration 85Q (127698.850000 sec): 3 clusters
  Score: Raw -1651078.113680 + Penalty 4619.465412 = -1646458.648268
  nChanged 19
		SP:Iteration 86Q (127699.110000 sec): 3 clusters
  Score: Raw -1651080.963004 + Penalty 4619.465412 = -1646461.497592
  nChanged 20
		SP:Iteration 87Q (127699.360000 sec): 3 clusters
  Score: Raw -1651083.334007 + Penalty 4619.465412 = -1646463.868596
  nChanged 16
		SP:Iteration 88Q (127699.640000 sec): 3 clusters
  Score: Raw -1651086.195473 + Penalty 4619.465412 = -1646466.730061
  nChanged 11
		SP:Iteration 89Q (127699.870000 sec): 3 clusters
  Score: Raw -1651088.594225 + Penalty 4619.465412 = -1646469.128814
  nChanged 16
		SP:Iteration 90Q (127700.080000 sec): 3 clusters
  Score: Raw -1651091.071195 + Penalty 4619.465412 = -1646471.605783
  nChanged 16
		SP:Iteration 91Q (127700.300000 sec): 3 clusters
  Score: Raw -1651093.384239 + Penalty 4619.465412 = -1646473.918827
  nChanged 19
		SP:Iteration 92Q (127700.470000 sec): 3 clusters
  Score: Raw -1651097.684989 + Penalty 4619.465412 = -1646478.219577
  nChanged 29
		SP:Iteration 93Q (127700.720000 sec): 3 clusters
  Score: Raw -1651104.094303 + Penalty 4619.465412 = -1646484.628891
  nChanged 25
		SP:Iteration 94Q (127701.010000 sec): 3 clusters
  Score: Raw -1651108.470347 + Penalty 4619.465412 = -1646489.004935
  nChanged 20
		SP:Iteration 95Q (127701.290000 sec): 3 clusters
  Score: Raw -1651112.226948 + Penalty 4619.465412 = -1646492.761536
  nChanged 18
		SP:Iteration 96Q (127701.580000 sec): 3 clusters
  Score: Raw -1651115.670677 + Penalty 4619.465412 = -1646496.205265
  nChanged 20
		SP:Iteration 97Q (127701.890000 sec): 3 clusters
  Score: Raw -1651120.684199 + Penalty 4619.465412 = -1646501.218787
  nChanged 30
		SP:Iteration 98Q (127702.110000 sec): 3 clusters
  Score: Raw -1651125.883665 + Penalty 4619.465412 = -1646506.418253
  nChanged 23
		SP:Iteration 99Q (127702.360000 sec): 3 clusters
  Score: Raw -1651129.127182 + Penalty 4619.465412 = -1646509.661770
  nChanged 17
		SP:Iteration 100F (127702.670000 sec): 3 clusters
  Score: Raw -1651131.329264 + Penalty 4619.465412 = -1646511.863852
  nChanged 13
		SP:Iteration 101Q (127702.940000 sec): 3 clusters
  Score: Raw -1651133.190976 + Penalty 4619.465412 = -1646513.725564
  nChanged 15
		SP:Iteration 102Q (127703.210000 sec): 3 clusters
  Score: Raw -1651135.392522 + Penalty 4619.465412 = -1646515.927110
  nChanged 13
		SP:Iteration 103Q (127703.400000 sec): 3 clusters
  Score: Raw -1651137.598179 + Penalty 4619.465412 = -1646518.132767
  nChanged 17
		SP:Iteration 104Q (127703.620000 sec): 3 clusters
  Score: Raw -1651142.191565 + Penalty 4619.465412 = -1646522.726154
  nChanged 23
		SP:Iteration 105Q (127703.940000 sec): 3 clusters
  Score: Raw -1651146.208779 + Penalty 4619.465412 = -1646526.743367
  nChanged 22
		SP:Iteration 106Q (127704.180000 sec): 3 clusters
  Score: Raw -1651149.876839 + Penalty 4619.465412 = -1646530.411427
  nChanged 13
		SP:Iteration 107Q (127704.410000 sec): 3 clusters
  Score: Raw -1651152.367779 + Penalty 4619.465412 = -1646532.902368
  nChanged 16
		SP:Iteration 108Q (127704.650000 sec): 3 clusters
  Score: Raw -1651154.958923 + Penalty 4619.465412 = -1646535.493511
  nChanged 15
		SP:Iteration 109Q (127704.890000 sec): 3 clusters
  Score: Raw -1651157.545088 + Penalty 4619.465412 = -1646538.079677
  nChanged 12
		SP:Iteration 110Q (127705.110000 sec): 3 clusters
  Score: Raw -1651160.100706 + Penalty 4619.465412 = -1646540.635295
  nChanged 16
		SP:Iteration 111Q (127705.340000 sec): 3 clusters
  Score: Raw -1651163.037614 + Penalty 4619.465412 = -1646543.572202
  nChanged 16
		SP:Iteration 112Q (127705.600000 sec): 3 clusters
  Score: Raw -1651166.444270 + Penalty 4619.465412 = -1646546.978858
  nChanged 19
		SP:Iteration 113Q (127705.830000 sec): 3 clusters
  Score: Raw -1651169.341374 + Penalty 4619.465412 = -1646549.875962
  nChanged 16
		SP:Iteration 114Q (127706.100000 sec): 3 clusters
  Score: Raw -1651171.737745 + Penalty 4619.465412 = -1646552.272334
  nChanged 13
		SP:Iteration 115Q (127706.330000 sec): 3 clusters
  Score: Raw -1651173.973964 + Penalty 4619.465412 = -1646554.508552
  nChanged 12
		SP:Iteration 116Q (127706.600000 sec): 3 clusters
  Score: Raw -1651176.194153 + Penalty 4619.465412 = -1646556.728742
  nChanged 16
		SP:Iteration 117Q (127706.830000 sec): 3 clusters
  Score: Raw -1651178.171321 + Penalty 4619.465412 = -1646558.705909
  nChanged 11
		SP:Iteration 118Q (127707.100000 sec): 3 clusters
  Score: Raw -1651179.699821 + Penalty 4619.465412 = -1646560.234410
  nChanged 12
		SP:Iteration 119Q (127707.330000 sec): 3 clusters
  Score: Raw -1651181.312654 + Penalty 4619.465412 = -1646561.847242
  nChanged 9
		SP:Iteration 120F (127707.600000 sec): 3 clusters
  Score: Raw -1651182.503923 + Penalty 4619.465412 = -1646563.038511
  nChanged 7
		SP:Iteration 121Q (127707.830000 sec): 3 clusters
  Score: Raw -1651183.519476 + Penalty 4619.465412 = -1646564.054064
  nChanged 6
		SP:Iteration 122Q (127708.100000 sec): 3 clusters
  Score: Raw -1651184.068982 + Penalty 4619.465412 = -1646564.603570
  nChanged 3
		SP:Iteration 123Q (127708.330000 sec): 3 clusters
  Score: Raw -1651184.279093 + Penalty 4619.465412 = -1646564.813681
  nChanged 2
		SP:Iteration 124Q (127708.600000 sec): 3 clusters
  Score: Raw -1651184.443863 + Penalty 4619.465412 = -1646564.978451
  nChanged 1
		SP:Iteration 125Q (127708.830000 sec): 3 clusters
  Score: Raw -1651184.553501 + Penalty 4619.465412 = -1646565.088089
  nChanged 1
		SP:Iteration 126Q (127709.100000 sec): 3 clusters
  Score: Raw -1651184.575908 + Penalty 4619.465412 = -1646565.110497
  nChanged 0
		SP:Iteration 127F (127709.290000 sec): 3 clusters
  Score: Raw -1651184.575908 + Penalty 4619.465412 = -1646565.110497
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 30 (4564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127709.390000 sec): 2 clusters
  Score: Raw -705900.832121 + Penalty 2089.636768 = -703811.195352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127709.560000 sec): 3 clusters
  Score: Raw -703719.125885 + Penalty 4179.273537 = -699539.852348
  nChanged 1765
		SP:Iteration 1F (127709.720000 sec): 3 clusters
  Score: Raw -704813.622494 + Penalty 4179.273537 = -700634.348957
  nChanged 360
		SP:Iteration 2F (127709.890000 sec): 3 clusters
  Score: Raw -705067.782798 + Penalty 4179.273537 = -700888.509262
  nChanged 244
		SP:Iteration 3F (127710.050000 sec): 3 clusters
  Score: Raw -705224.758961 + Penalty 4179.273537 = -701045.485424
  nChanged 192
		SP:Iteration 4Q (127710.220000 sec): 3 clusters
  Score: Raw -705349.569592 + Penalty 4179.273537 = -701170.296055
  nChanged 146
		SP:Iteration 5Q (127710.390000 sec): 3 clusters
  Score: Raw -705437.368723 + Penalty 4179.273537 = -701258.095187
  nChanged 132
		SP:Iteration 6Q (127710.550000 sec): 3 clusters
  Score: Raw -705528.826004 + Penalty 4179.273537 = -701349.552468
  nChanged 147
		SP:Iteration 7Q (127710.710000 sec): 3 clusters
  Score: Raw -705623.550522 + Penalty 4179.273537 = -701444.276986
  nChanged 133
		SP:Iteration 8Q (127710.880000 sec): 3 clusters
  Score: Raw -705738.416175 + Penalty 4179.273537 = -701559.142639
  nChanged 144
		SP:Iteration 9Q (127711.050000 sec): 3 clusters
  Score: Raw -705866.873116 + Penalty 4179.273537 = -701687.599579
  nChanged 151
		SP:Iteration 10Q (127711.220000 sec): 3 clusters
  Score: Raw -706001.035083 + Penalty 4179.273537 = -701821.761546
  nChanged 145
		SP:Iteration 11Q (127711.410000 sec): 3 clusters
  Score: Raw -706137.267240 + Penalty 4179.273537 = -701957.993704
  nChanged 138
		SP:Iteration 12Q (127711.590000 sec): 3 clusters
  Score: Raw -706265.368162 + Penalty 4179.273537 = -702086.094625
  nChanged 140
		SP:Iteration 13Q (127711.790000 sec): 3 clusters
  Score: Raw -706396.222906 + Penalty 4179.273537 = -702216.949369
  nChanged 149
		SP:Iteration 14Q (127711.960000 sec): 3 clusters
  Score: Raw -706541.611870 + Penalty 4179.273537 = -702362.338333
  nChanged 154
		SP:Iteration 15Q (127712.150000 sec): 3 clusters
  Score: Raw -706683.661189 + Penalty 4179.273537 = -702504.387652
  nChanged 144
		SP:Iteration 16Q (127712.300000 sec): 3 clusters
  Score: Raw -706799.230095 + Penalty 4179.273537 = -702619.956558
  nChanged 124
		SP:Iteration 17Q (127712.490000 sec): 3 clusters
  Score: Raw -706885.585318 + Penalty 4179.273537 = -702706.311782
  nChanged 85
		SP:Iteration 18Q (127712.700000 sec): 3 clusters
  Score: Raw -706930.352630 + Penalty 4179.273537 = -702751.079093
  nChanged 54
		SP:Iteration 19Q (127712.830000 sec): 3 clusters
  Score: Raw -706958.809785 + Penalty 4179.273537 = -702779.536249
  nChanged 36
		SP:Iteration 20F (127713.030000 sec): 3 clusters
  Score: Raw -706974.128670 + Penalty 4179.273537 = -702794.855133
  nChanged 24
		SP:Iteration 21Q (127713.190000 sec): 3 clusters
  Score: Raw -706988.632531 + Penalty 4179.273537 = -702809.358994
  nChanged 22
		SP:Iteration 22Q (127713.350000 sec): 3 clusters
  Score: Raw -706999.972591 + Penalty 4179.273537 = -702820.699054
  nChanged 16
		SP:Iteration 23Q (127713.530000 sec): 3 clusters
  Score: Raw -707006.375003 + Penalty 4179.273537 = -702827.101467
  nChanged 15
		SP:Iteration 24Q (127713.700000 sec): 3 clusters
  Score: Raw -707012.914434 + Penalty 4179.273537 = -702833.640898
  nChanged 13
		SP:Iteration 25Q (127713.870000 sec): 3 clusters
  Score: Raw -707017.883935 + Penalty 4179.273537 = -702838.610399
  nChanged 4
		SP:Iteration 26Q (127714.040000 sec): 3 clusters
  Score: Raw -707018.560070 + Penalty 4179.273537 = -702839.286533
  nChanged 3
		SP:Iteration 27Q (127714.250000 sec): 3 clusters
  Score: Raw -707018.955177 + Penalty 4179.273537 = -702839.681641
  nChanged 2
		SP:Iteration 28Q (127714.370000 sec): 3 clusters
  Score: Raw -707019.913432 + Penalty 4179.273537 = -702840.639895
  nChanged 4
		SP:Iteration 29Q (127714.520000 sec): 3 clusters
  Score: Raw -707020.944202 + Penalty 4179.273537 = -702841.670665
  nChanged 3
		SP:Iteration 30Q (127714.700000 sec): 3 clusters
  Score: Raw -707021.462877 + Penalty 4179.273537 = -702842.189340
  nChanged 2
		SP:Iteration 31Q (127714.870000 sec): 3 clusters
  Score: Raw -707022.198759 + Penalty 4179.273537 = -702842.925222
  nChanged 2
		SP:Iteration 32Q (127715.030000 sec): 3 clusters
  Score: Raw -707022.601548 + Penalty 4179.273537 = -702843.328012
  nChanged 0
		SP:Iteration 33F (127715.210000 sec): 3 clusters
  Score: Raw -707022.601548 + Penalty 4179.273537 = -702843.328012
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 31 (6984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127715.320000 sec): 2 clusters
  Score: Raw -1066862.767625 + Penalty 2195.141520 = -1064667.626105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127715.490000 sec): 3 clusters
  Score: Raw -1063239.225503 + Penalty 4390.283040 = -1058848.942462
  nChanged 2827
		SP:Iteration 1F (127715.700000 sec): 3 clusters
  Score: Raw -1064831.375122 + Penalty 4390.283040 = -1060441.092082
  nChanged 535
		SP:Iteration 2F (127715.930000 sec): 3 clusters
  Score: Raw -1065166.613872 + Penalty 4390.283040 = -1060776.330832
  nChanged 435
		SP:Iteration 3F (127716.110000 sec): 3 clusters
  Score: Raw -1065445.700380 + Penalty 4390.283040 = -1061055.417340
  nChanged 382
		SP:Iteration 4F (127716.290000 sec): 3 clusters
  Score: Raw -1065707.773932 + Penalty 4390.283040 = -1061317.490891
  nChanged 352
		SP:Iteration 5F (127716.480000 sec): 3 clusters
  Score: Raw -1065926.261381 + Penalty 4390.283040 = -1061535.978340
  nChanged 307
		SP:Iteration 6Q (127716.660000 sec): 3 clusters
  Score: Raw -1066098.881780 + Penalty 4390.283040 = -1061708.598739
  nChanged 237
		SP:Iteration 7Q (127716.880000 sec): 3 clusters
  Score: Raw -1066235.073140 + Penalty 4390.283040 = -1061844.790100
  nChanged 215
		SP:Iteration 8Q (127717.060000 sec): 3 clusters
  Score: Raw -1066348.382904 + Penalty 4390.283040 = -1061958.099864
  nChanged 195
		SP:Iteration 9Q (127717.250000 sec): 3 clusters
  Score: Raw -1066450.006375 + Penalty 4390.283040 = -1062059.723335
  nChanged 177
		SP:Iteration 10Q (127717.430000 sec): 3 clusters
  Score: Raw -1066526.661321 + Penalty 4390.283040 = -1062136.378280
  nChanged 134
		SP:Iteration 11Q (127717.620000 sec): 3 clusters
  Score: Raw -1066586.399554 + Penalty 4390.283040 = -1062196.116514
  nChanged 117
		SP:Iteration 12Q (127717.760000 sec): 3 clusters
  Score: Raw -1066632.605153 + Penalty 4390.283040 = -1062242.322112
  nChanged 89
		SP:Iteration 13Q (127717.940000 sec): 3 clusters
  Score: Raw -1066670.369377 + Penalty 4390.283040 = -1062280.086337
  nChanged 96
		SP:Iteration 14Q (127718.130000 sec): 3 clusters
  Score: Raw -1066709.072103 + Penalty 4390.283040 = -1062318.789063
  nChanged 94
		SP:Iteration 15Q (127718.320000 sec): 3 clusters
  Score: Raw -1066747.672080 + Penalty 4390.283040 = -1062357.389040
  nChanged 83
		SP:Iteration 16Q (127718.510000 sec): 3 clusters
  Score: Raw -1066779.608983 + Penalty 4390.283040 = -1062389.325943
  nChanged 71
		SP:Iteration 17Q (127718.730000 sec): 3 clusters
  Score: Raw -1066812.087547 + Penalty 4390.283040 = -1062421.804507
  nChanged 67
		SP:Iteration 18Q (127718.910000 sec): 3 clusters
  Score: Raw -1066837.717478 + Penalty 4390.283040 = -1062447.434437
  nChanged 64
		SP:Iteration 19Q (127719.090000 sec): 3 clusters
  Score: Raw -1066859.016081 + Penalty 4390.283040 = -1062468.733040
  nChanged 51
		SP:Iteration 20F (127719.310000 sec): 3 clusters
  Score: Raw -1066879.535076 + Penalty 4390.283040 = -1062489.252035
  nChanged 49
		SP:Iteration 21Q (127719.480000 sec): 3 clusters
  Score: Raw -1066896.752588 + Penalty 4390.283040 = -1062506.469547
  nChanged 47
		SP:Iteration 22Q (127719.700000 sec): 3 clusters
  Score: Raw -1066911.457009 + Penalty 4390.283040 = -1062521.173969
  nChanged 43
		SP:Iteration 23Q (127719.880000 sec): 3 clusters
  Score: Raw -1066924.779499 + Penalty 4390.283040 = -1062534.496459
  nChanged 42
		SP:Iteration 24Q (127720.090000 sec): 3 clusters
  Score: Raw -1066940.231204 + Penalty 4390.283040 = -1062549.948163
  nChanged 46
		SP:Iteration 25Q (127720.270000 sec): 3 clusters
  Score: Raw -1066957.192894 + Penalty 4390.283040 = -1062566.909854
  nChanged 49
		SP:Iteration 26Q (127720.410000 sec): 3 clusters
  Score: Raw -1066970.421763 + Penalty 4390.283040 = -1062580.138723
  nChanged 39
		SP:Iteration 27Q (127720.630000 sec): 3 clusters
  Score: Raw -1066983.497032 + Penalty 4390.283040 = -1062593.213992
  nChanged 34
		SP:Iteration 28Q (127720.800000 sec): 3 clusters
  Score: Raw -1066996.259992 + Penalty 4390.283040 = -1062605.976951
  nChanged 30
		SP:Iteration 29Q (127721.010000 sec): 3 clusters
  Score: Raw -1067004.306471 + Penalty 4390.283040 = -1062614.023430
  nChanged 29
		SP:Iteration 30Q (127721.210000 sec): 3 clusters
  Score: Raw -1067013.974541 + Penalty 4390.283040 = -1062623.691500
  nChanged 33
		SP:Iteration 31Q (127721.420000 sec): 3 clusters
  Score: Raw -1067030.033475 + Penalty 4390.283040 = -1062639.750435
  nChanged 46
		SP:Iteration 32Q (127721.670000 sec): 3 clusters
  Score: Raw -1067049.332996 + Penalty 4390.283040 = -1062659.049956
  nChanged 37
		SP:Iteration 33Q (127721.860000 sec): 3 clusters
  Score: Raw -1067062.645969 + Penalty 4390.283040 = -1062672.362929
  nChanged 30
		SP:Iteration 34Q (127722.030000 sec): 3 clusters
  Score: Raw -1067076.281821 + Penalty 4390.283040 = -1062685.998780
  nChanged 30
		SP:Iteration 35Q (127722.200000 sec): 3 clusters
  Score: Raw -1067089.750892 + Penalty 4390.283040 = -1062699.467852
  nChanged 28
		SP:Iteration 36Q (127722.400000 sec): 3 clusters
  Score: Raw -1067103.854746 + Penalty 4390.283040 = -1062713.571706
  nChanged 40
		SP:Iteration 37Q (127722.560000 sec): 3 clusters
  Score: Raw -1067121.718637 + Penalty 4390.283040 = -1062731.435597
  nChanged 37
		SP:Iteration 38Q (127722.750000 sec): 3 clusters
  Score: Raw -1067137.172474 + Penalty 4390.283040 = -1062746.889433
  nChanged 40
		SP:Iteration 39Q (127722.930000 sec): 3 clusters
  Score: Raw -1067156.156980 + Penalty 4390.283040 = -1062765.873940
  nChanged 34
		SP:Iteration 40F (127723.130000 sec): 3 clusters
  Score: Raw -1067169.980573 + Penalty 4390.283040 = -1062779.697533
  nChanged 31
		SP:Iteration 41Q (127723.330000 sec): 3 clusters
  Score: Raw -1067182.724345 + Penalty 4390.283040 = -1062792.441305
  nChanged 27
		SP:Iteration 42Q (127723.500000 sec): 3 clusters
  Score: Raw -1067194.141282 + Penalty 4390.283040 = -1062803.858242
  nChanged 22
		SP:Iteration 43Q (127723.670000 sec): 3 clusters
  Score: Raw -1067203.538534 + Penalty 4390.283040 = -1062813.255494
  nChanged 18
		SP:Iteration 44Q (127723.870000 sec): 3 clusters
  Score: Raw -1067210.031227 + Penalty 4390.283040 = -1062819.748187
  nChanged 16
		SP:Iteration 45Q (127724.080000 sec): 3 clusters
  Score: Raw -1067216.853684 + Penalty 4390.283040 = -1062826.570644
  nChanged 19
		SP:Iteration 46Q (127724.250000 sec): 3 clusters
  Score: Raw -1067222.847856 + Penalty 4390.283040 = -1062832.564815
  nChanged 15
		SP:Iteration 47Q (127724.420000 sec): 3 clusters
  Score: Raw -1067228.332405 + Penalty 4390.283040 = -1062838.049365
  nChanged 15
		SP:Iteration 48Q (127724.600000 sec): 3 clusters
  Score: Raw -1067234.470282 + Penalty 4390.283040 = -1062844.187242
  nChanged 12
		SP:Iteration 49Q (127724.800000 sec): 3 clusters
  Score: Raw -1067238.937995 + Penalty 4390.283040 = -1062848.654954
  nChanged 11
		SP:Iteration 50Q (127724.960000 sec): 3 clusters
  Score: Raw -1067242.195349 + Penalty 4390.283040 = -1062851.912308
  nChanged 7
		SP:Iteration 51Q (127725.160000 sec): 3 clusters
  Score: Raw -1067244.530320 + Penalty 4390.283040 = -1062854.247280
  nChanged 7
		SP:Iteration 52Q (127725.360000 sec): 3 clusters
  Score: Raw -1067247.898799 + Penalty 4390.283040 = -1062857.615758
  nChanged 9
		SP:Iteration 53Q (127725.560000 sec): 3 clusters
  Score: Raw -1067250.949701 + Penalty 4390.283040 = -1062860.666661
  nChanged 7
		SP:Iteration 54Q (127725.760000 sec): 3 clusters
  Score: Raw -1067252.974201 + Penalty 4390.283040 = -1062862.691161
  nChanged 7
		SP:Iteration 55Q (127725.910000 sec): 3 clusters
  Score: Raw -1067254.801283 + Penalty 4390.283040 = -1062864.518243
  nChanged 6
		SP:Iteration 56Q (127726.080000 sec): 3 clusters
  Score: Raw -1067256.159996 + Penalty 4390.283040 = -1062865.876956
  nChanged 6
		SP:Iteration 57Q (127726.260000 sec): 3 clusters
  Score: Raw -1067258.040968 + Penalty 4390.283040 = -1062867.757928
  nChanged 11
		SP:Iteration 58Q (127726.480000 sec): 3 clusters
  Score: Raw -1067260.721646 + Penalty 4390.283040 = -1062870.438605
  nChanged 6
		SP:Iteration 59Q (127726.700000 sec): 3 clusters
  Score: Raw -1067262.535110 + Penalty 4390.283040 = -1062872.252069
  nChanged 5
		SP:Iteration 60F (127726.880000 sec): 3 clusters
  Score: Raw -1067264.235376 + Penalty 4390.283040 = -1062873.952335
  nChanged 6
		SP:Iteration 61Q (127727.070000 sec): 3 clusters
  Score: Raw -1067267.304456 + Penalty 4390.283040 = -1062877.021415
  nChanged 13
		SP:Iteration 62Q (127727.260000 sec): 3 clusters
  Score: Raw -1067274.193019 + Penalty 4390.283040 = -1062883.909978
  nChanged 20
		SP:Iteration 63Q (127727.450000 sec): 3 clusters
  Score: Raw -1067282.209801 + Penalty 4390.283040 = -1062891.926760
  nChanged 22
		SP:Iteration 64Q (127727.620000 sec): 3 clusters
  Score: Raw -1067293.496028 + Penalty 4390.283040 = -1062903.212988
  nChanged 20
		SP:Iteration 65Q (127727.820000 sec): 3 clusters
  Score: Raw -1067302.762916 + Penalty 4390.283040 = -1062912.479876
  nChanged 22
		SP:Iteration 66Q (127727.990000 sec): 3 clusters
  Score: Raw -1067314.820184 + Penalty 4390.283040 = -1062924.537144
  nChanged 25
		SP:Iteration 67Q (127728.160000 sec): 3 clusters
  Score: Raw -1067325.487979 + Penalty 4390.283040 = -1062935.204939
  nChanged 19
		SP:Iteration 68Q (127728.380000 sec): 3 clusters
  Score: Raw -1067333.302699 + Penalty 4390.283040 = -1062943.019659
  nChanged 21
		SP:Iteration 69Q (127728.510000 sec): 3 clusters
  Score: Raw -1067342.607052 + Penalty 4390.283040 = -1062952.324012
  nChanged 17
		SP:Iteration 70Q (127728.700000 sec): 3 clusters
  Score: Raw -1067349.549154 + Penalty 4390.283040 = -1062959.266113
  nChanged 14
		SP:Iteration 71Q (127728.880000 sec): 3 clusters
  Score: Raw -1067355.491491 + Penalty 4390.283040 = -1062965.208450
  nChanged 15
		SP:Iteration 72Q (127729.060000 sec): 3 clusters
  Score: Raw -1067361.434555 + Penalty 4390.283040 = -1062971.151515
  nChanged 13
		SP:Iteration 73Q (127729.250000 sec): 3 clusters
  Score: Raw -1067368.261743 + Penalty 4390.283040 = -1062977.978702
  nChanged 16
		SP:Iteration 74Q (127729.440000 sec): 3 clusters
  Score: Raw -1067375.495187 + Penalty 4390.283040 = -1062985.212146
  nChanged 13
		SP:Iteration 75Q (127729.630000 sec): 3 clusters
  Score: Raw -1067381.352470 + Penalty 4390.283040 = -1062991.069430
  nChanged 13
		SP:Iteration 76Q (127729.840000 sec): 3 clusters
  Score: Raw -1067385.834073 + Penalty 4390.283040 = -1062995.551033
  nChanged 8
		SP:Iteration 77Q (127730.020000 sec): 3 clusters
  Score: Raw -1067388.694752 + Penalty 4390.283040 = -1062998.411711
  nChanged 5
		SP:Iteration 78Q (127730.210000 sec): 3 clusters
  Score: Raw -1067390.271795 + Penalty 4390.283040 = -1062999.988755
  nChanged 6
		SP:Iteration 79Q (127730.410000 sec): 3 clusters
  Score: Raw -1067392.900848 + Penalty 4390.283040 = -1063002.617807
  nChanged 10
		SP:Iteration 80F (127730.660000 sec): 3 clusters
  Score: Raw -1067398.287053 + Penalty 4390.283040 = -1063008.004013
  nChanged 11
		SP:Iteration 81Q (127730.840000 sec): 3 clusters
  Score: Raw -1067402.787944 + Penalty 4390.283040 = -1063012.504904
  nChanged 9
		SP:Iteration 82Q (127731.030000 sec): 3 clusters
  Score: Raw -1067406.715894 + Penalty 4390.283040 = -1063016.432854
  nChanged 5
		SP:Iteration 83Q (127731.210000 sec): 3 clusters
  Score: Raw -1067408.374110 + Penalty 4390.283040 = -1063018.091070
  nChanged 1
		SP:Iteration 84Q (127731.350000 sec): 3 clusters
  Score: Raw -1067408.678443 + Penalty 4390.283040 = -1063018.395402
  nChanged 0
		SP:Iteration 85F (127731.560000 sec): 3 clusters
  Score: Raw -1067408.678443 + Penalty 4390.283040 = -1063018.395402
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 32 (3331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127731.650000 sec): 2 clusters
  Score: Raw -523225.374761 + Penalty 2011.534904 = -521213.839857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127731.830000 sec): 3 clusters
  Score: Raw -521840.393651 + Penalty 4023.069808 = -517817.323843
  nChanged 1145
		SP:Iteration 1F (127732.000000 sec): 3 clusters
  Score: Raw -522517.407086 + Penalty 4023.069808 = -518494.337278
  nChanged 248
		SP:Iteration 2F (127732.180000 sec): 3 clusters
  Score: Raw -522689.191339 + Penalty 4023.069808 = -518666.121531
  nChanged 156
		SP:Iteration 3Q (127732.350000 sec): 3 clusters
  Score: Raw -522781.167501 + Penalty 4023.069808 = -518758.097693
  nChanged 92
		SP:Iteration 4Q (127732.520000 sec): 3 clusters
  Score: Raw -522828.248870 + Penalty 4023.069808 = -518805.179062
  nChanged 70
		SP:Iteration 5Q (127732.700000 sec): 3 clusters
  Score: Raw -522864.393483 + Penalty 4023.069808 = -518841.323676
  nChanged 64
		SP:Iteration 6Q (127732.870000 sec): 3 clusters
  Score: Raw -522905.655308 + Penalty 4023.069808 = -518882.585500
  nChanged 77
		SP:Iteration 7Q (127733.050000 sec): 3 clusters
  Score: Raw -522948.596825 + Penalty 4023.069808 = -518925.527017
  nChanged 71
		SP:Iteration 8Q (127733.200000 sec): 3 clusters
  Score: Raw -522986.363201 + Penalty 4023.069808 = -518963.293393
  nChanged 59
		SP:Iteration 9Q (127733.390000 sec): 3 clusters
  Score: Raw -523025.836764 + Penalty 4023.069808 = -519002.766956
  nChanged 63
		SP:Iteration 10Q (127733.600000 sec): 3 clusters
  Score: Raw -523066.032180 + Penalty 4023.069808 = -519042.962373
  nChanged 74
		SP:Iteration 11Q (127733.780000 sec): 3 clusters
  Score: Raw -523111.414758 + Penalty 4023.069808 = -519088.344951
  nChanged 60
		SP:Iteration 12Q (127733.960000 sec): 3 clusters
  Score: Raw -523153.587350 + Penalty 4023.069808 = -519130.517542
  nChanged 63
		SP:Iteration 13Q (127734.120000 sec): 3 clusters
  Score: Raw -523192.116392 + Penalty 4023.069808 = -519169.046585
  nChanged 51
		SP:Iteration 14Q (127734.290000 sec): 3 clusters
  Score: Raw -523229.429803 + Penalty 4023.069808 = -519206.359995
  nChanged 57
		SP:Iteration 15Q (127734.460000 sec): 3 clusters
  Score: Raw -523270.877597 + Penalty 4023.069808 = -519247.807790
  nChanged 46
		SP:Iteration 16Q (127734.640000 sec): 3 clusters
  Score: Raw -523298.676965 + Penalty 4023.069808 = -519275.607157
  nChanged 36
		SP:Iteration 17Q (127734.810000 sec): 3 clusters
  Score: Raw -523320.915581 + Penalty 4023.069808 = -519297.845774
  nChanged 35
		SP:Iteration 18Q (127734.980000 sec): 3 clusters
  Score: Raw -523343.563158 + Penalty 4023.069808 = -519320.493350
  nChanged 30
		SP:Iteration 19Q (127735.130000 sec): 3 clusters
  Score: Raw -523361.289139 + Penalty 4023.069808 = -519338.219331
  nChanged 18
		SP:Iteration 20F (127735.300000 sec): 3 clusters
  Score: Raw -523374.606542 + Penalty 4023.069808 = -519351.536734
  nChanged 22
		SP:Iteration 21Q (127735.480000 sec): 3 clusters
  Score: Raw -523391.611286 + Penalty 4023.069808 = -519368.541478
  nChanged 24
		SP:Iteration 22Q (127735.650000 sec): 3 clusters
  Score: Raw -523406.541480 + Penalty 4023.069808 = -519383.471672
  nChanged 19
		SP:Iteration 23Q (127735.830000 sec): 3 clusters
  Score: Raw -523419.559839 + Penalty 4023.069808 = -519396.490031
  nChanged 18
		SP:Iteration 24Q (127735.980000 sec): 3 clusters
  Score: Raw -523428.927432 + Penalty 4023.069808 = -519405.857624
  nChanged 16
		SP:Iteration 25Q (127736.180000 sec): 3 clusters
  Score: Raw -523438.417257 + Penalty 4023.069808 = -519415.347450
  nChanged 13
		SP:Iteration 26Q (127736.330000 sec): 3 clusters
  Score: Raw -523443.088253 + Penalty 4023.069808 = -519420.018445
  nChanged 8
		SP:Iteration 27Q (127736.510000 sec): 3 clusters
  Score: Raw -523447.810117 + Penalty 4023.069808 = -519424.740310
  nChanged 11
		SP:Iteration 28Q (127736.680000 sec): 3 clusters
  Score: Raw -523453.571731 + Penalty 4023.069808 = -519430.501923
  nChanged 7
		SP:Iteration 29Q (127736.860000 sec): 3 clusters
  Score: Raw -523457.841931 + Penalty 4023.069808 = -519434.772124
  nChanged 5
		SP:Iteration 30Q (127737.010000 sec): 3 clusters
  Score: Raw -523459.711602 + Penalty 4023.069808 = -519436.641794
  nChanged 2
		SP:Iteration 31Q (127737.120000 sec): 3 clusters
  Score: Raw -523460.536093 + Penalty 4023.069808 = -519437.466285
  nChanged 2
		SP:Iteration 32Q (127737.280000 sec): 3 clusters
  Score: Raw -523461.771997 + Penalty 4023.069808 = -519438.702189
  nChanged 1
		SP:Iteration 33Q (127737.450000 sec): 3 clusters
  Score: Raw -523462.508149 + Penalty 4023.069808 = -519439.438342
  nChanged 0
		SP:Iteration 34F (127737.630000 sec): 3 clusters
  Score: Raw -523462.508149 + Penalty 4023.069808 = -519439.438342
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 33 (8360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127737.770000 sec): 2 clusters
  Score: Raw -1313848.852471 + Penalty 2239.740999 = -1311609.111472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127737.980000 sec): 3 clusters
  Score: Raw -1309519.368429 + Penalty 4479.481998 = -1305039.886431
  nChanged 3354
		SP:Iteration 1F (127738.150000 sec): 3 clusters
  Score: Raw -1311321.980332 + Penalty 4479.481998 = -1306842.498333
  nChanged 592
		SP:Iteration 2F (127738.350000 sec): 3 clusters
  Score: Raw -1311625.179725 + Penalty 4479.481998 = -1307145.697727
  nChanged 425
		SP:Iteration 3F (127738.560000 sec): 3 clusters
  Score: Raw -1311820.121010 + Penalty 4479.481998 = -1307340.639011
  nChanged 340
		SP:Iteration 4Q (127738.770000 sec): 3 clusters
  Score: Raw -1311997.770268 + Penalty 4479.481998 = -1307518.288270
  nChanged 323
		SP:Iteration 5Q (127739.010000 sec): 3 clusters
  Score: Raw -1312169.156906 + Penalty 4479.481998 = -1307689.674908
  nChanged 329
		SP:Iteration 6Q (127739.220000 sec): 3 clusters
  Score: Raw -1312343.317991 + Penalty 4479.481998 = -1307863.835993
  nChanged 300
		SP:Iteration 7Q (127739.400000 sec): 3 clusters
  Score: Raw -1312507.837633 + Penalty 4479.481998 = -1308028.355635
  nChanged 302
		SP:Iteration 8Q (127739.600000 sec): 3 clusters
  Score: Raw -1312653.381546 + Penalty 4479.481998 = -1308173.899548
  nChanged 258
		SP:Iteration 9Q (127739.810000 sec): 3 clusters
  Score: Raw -1312780.795597 + Penalty 4479.481998 = -1308301.313599
  nChanged 245
		SP:Iteration 10Q (127740.070000 sec): 3 clusters
  Score: Raw -1312894.172281 + Penalty 4479.481998 = -1308414.690283
  nChanged 204
		SP:Iteration 11Q (127740.270000 sec): 3 clusters
  Score: Raw -1312973.452704 + Penalty 4479.481998 = -1308493.970706
  nChanged 146
		SP:Iteration 12Q (127740.480000 sec): 3 clusters
  Score: Raw -1313028.808196 + Penalty 4479.481998 = -1308549.326198
  nChanged 118
		SP:Iteration 13Q (127740.690000 sec): 3 clusters
  Score: Raw -1313065.905950 + Penalty 4479.481998 = -1308586.423952
  nChanged 95
		SP:Iteration 14Q (127740.890000 sec): 3 clusters
  Score: Raw -1313095.579266 + Penalty 4479.481998 = -1308616.097268
  nChanged 83
		SP:Iteration 15Q (127741.090000 sec): 3 clusters
  Score: Raw -1313117.209481 + Penalty 4479.481998 = -1308637.727483
  nChanged 61
		SP:Iteration 16Q (127741.300000 sec): 3 clusters
  Score: Raw -1313132.424697 + Penalty 4479.481998 = -1308652.942699
  nChanged 47
		SP:Iteration 17Q (127741.490000 sec): 3 clusters
  Score: Raw -1313145.256012 + Penalty 4479.481998 = -1308665.774013
  nChanged 51
		SP:Iteration 18Q (127741.770000 sec): 3 clusters
  Score: Raw -1313158.725409 + Penalty 4479.481998 = -1308679.243411
  nChanged 50
		SP:Iteration 19Q (127741.920000 sec): 3 clusters
  Score: Raw -1313172.210413 + Penalty 4479.481998 = -1308692.728415
  nChanged 48
		SP:Iteration 20F (127742.100000 sec): 3 clusters
  Score: Raw -1313184.736828 + Penalty 4479.481998 = -1308705.254830
  nChanged 50
		SP:Iteration 21Q (127742.290000 sec): 3 clusters
  Score: Raw -1313198.446782 + Penalty 4479.481998 = -1308718.964784
  nChanged 46
		SP:Iteration 22Q (127742.530000 sec): 3 clusters
  Score: Raw -1313208.689950 + Penalty 4479.481998 = -1308729.207951
  nChanged 33
		SP:Iteration 23Q (127742.710000 sec): 3 clusters
  Score: Raw -1313215.483595 + Penalty 4479.481998 = -1308736.001597
  nChanged 31
		SP:Iteration 24Q (127742.910000 sec): 3 clusters
  Score: Raw -1313224.476152 + Penalty 4479.481998 = -1308744.994154
  nChanged 37
		SP:Iteration 25Q (127743.150000 sec): 3 clusters
  Score: Raw -1313235.425165 + Penalty 4479.481998 = -1308755.943166
  nChanged 45
		SP:Iteration 26Q (127743.350000 sec): 3 clusters
  Score: Raw -1313248.105754 + Penalty 4479.481998 = -1308768.623756
  nChanged 47
		SP:Iteration 27Q (127743.540000 sec): 3 clusters
  Score: Raw -1313260.202924 + Penalty 4479.481998 = -1308780.720925
  nChanged 35
		SP:Iteration 28Q (127743.730000 sec): 3 clusters
  Score: Raw -1313272.242274 + Penalty 4479.481998 = -1308792.760276
  nChanged 34
		SP:Iteration 29Q (127743.880000 sec): 3 clusters
  Score: Raw -1313281.428147 + Penalty 4479.481998 = -1308801.946149
  nChanged 36
		SP:Iteration 30Q (127744.110000 sec): 3 clusters
  Score: Raw -1313291.299937 + Penalty 4479.481998 = -1308811.817939
  nChanged 34
		SP:Iteration 31Q (127744.320000 sec): 3 clusters
  Score: Raw -1313302.876354 + Penalty 4479.481998 = -1308823.394356
  nChanged 37
		SP:Iteration 32Q (127744.530000 sec): 3 clusters
  Score: Raw -1313318.484906 + Penalty 4479.481998 = -1308839.002908
  nChanged 48
		SP:Iteration 33Q (127744.780000 sec): 3 clusters
  Score: Raw -1313338.435637 + Penalty 4479.481998 = -1308858.953638
  nChanged 53
		SP:Iteration 34Q (127745.060000 sec): 3 clusters
  Score: Raw -1313363.926101 + Penalty 4479.481998 = -1308884.444103
  nChanged 56
		SP:Iteration 35Q (127745.270000 sec): 3 clusters
  Score: Raw -1313384.628942 + Penalty 4479.481998 = -1308905.146944
  nChanged 65
		SP:Iteration 36Q (127745.500000 sec): 3 clusters
  Score: Raw -1313407.606057 + Penalty 4479.481998 = -1308928.124059
  nChanged 58
		SP:Iteration 37Q (127745.680000 sec): 3 clusters
  Score: Raw -1313429.529941 + Penalty 4479.481998 = -1308950.047943
  nChanged 69
		SP:Iteration 38Q (127745.900000 sec): 3 clusters
  Score: Raw -1313457.787113 + Penalty 4479.481998 = -1308978.305115
  nChanged 68
		SP:Iteration 39Q (127746.110000 sec): 3 clusters
  Score: Raw -1313482.741861 + Penalty 4479.481998 = -1309003.259863
  nChanged 72
		SP:Iteration 40F (127746.280000 sec): 3 clusters
  Score: Raw -1313513.121018 + Penalty 4479.481998 = -1309033.639019
  nChanged 74
		SP:Iteration 41Q (127746.480000 sec): 3 clusters
  Score: Raw -1313537.812722 + Penalty 4479.481998 = -1309058.330724
  nChanged 60
		SP:Iteration 42Q (127746.690000 sec): 3 clusters
  Score: Raw -1313555.453377 + Penalty 4479.481998 = -1309075.971379
  nChanged 48
		SP:Iteration 43Q (127746.920000 sec): 3 clusters
  Score: Raw -1313569.920819 + Penalty 4479.481998 = -1309090.438821
  nChanged 59
		SP:Iteration 44Q (127747.120000 sec): 3 clusters
  Score: Raw -1313587.703565 + Penalty 4479.481998 = -1309108.221566
  nChanged 50
		SP:Iteration 45Q (127747.320000 sec): 3 clusters
  Score: Raw -1313602.457838 + Penalty 4479.481998 = -1309122.975840
  nChanged 42
		SP:Iteration 46Q (127747.570000 sec): 3 clusters
  Score: Raw -1313614.175866 + Penalty 4479.481998 = -1309134.693867
  nChanged 32
		SP:Iteration 47Q (127747.720000 sec): 3 clusters
  Score: Raw -1313624.428763 + Penalty 4479.481998 = -1309144.946765
  nChanged 43
		SP:Iteration 48Q (127747.920000 sec): 3 clusters
  Score: Raw -1313639.466430 + Penalty 4479.481998 = -1309159.984432
  nChanged 49
		SP:Iteration 49Q (127748.130000 sec): 3 clusters
  Score: Raw -1313657.018721 + Penalty 4479.481998 = -1309177.536723
  nChanged 46
		SP:Iteration 50Q (127748.340000 sec): 3 clusters
  Score: Raw -1313670.972818 + Penalty 4479.481998 = -1309191.490819
  nChanged 47
		SP:Iteration 51Q (127748.530000 sec): 3 clusters
  Score: Raw -1313688.016732 + Penalty 4479.481998 = -1309208.534733
  nChanged 39
		SP:Iteration 52Q (127748.680000 sec): 3 clusters
  Score: Raw -1313703.578067 + Penalty 4479.481998 = -1309224.096068
  nChanged 50
		SP:Iteration 53Q (127748.970000 sec): 3 clusters
  Score: Raw -1313720.269064 + Penalty 4479.481998 = -1309240.787066
  nChanged 45
		SP:Iteration 54Q (127749.150000 sec): 3 clusters
  Score: Raw -1313734.637044 + Penalty 4479.481998 = -1309255.155046
  nChanged 46
		SP:Iteration 55Q (127749.330000 sec): 3 clusters
  Score: Raw -1313751.866614 + Penalty 4479.481998 = -1309272.384615
  nChanged 48
		SP:Iteration 56Q (127749.530000 sec): 3 clusters
  Score: Raw -1313770.511068 + Penalty 4479.481998 = -1309291.029070
  nChanged 53
		SP:Iteration 57Q (127749.750000 sec): 3 clusters
  Score: Raw -1313789.771065 + Penalty 4479.481998 = -1309310.289066
  nChanged 38
		SP:Iteration 58Q (127749.970000 sec): 3 clusters
  Score: Raw -1313803.180362 + Penalty 4479.481998 = -1309323.698364
  nChanged 34
		SP:Iteration 59Q (127750.160000 sec): 3 clusters
  Score: Raw -1313815.231501 + Penalty 4479.481998 = -1309335.749503
  nChanged 42
		SP:Iteration 60F (127750.370000 sec): 3 clusters
  Score: Raw -1313830.930798 + Penalty 4479.481998 = -1309351.448799
  nChanged 38
		SP:Iteration 61Q (127750.590000 sec): 3 clusters
  Score: Raw -1313844.375425 + Penalty 4479.481998 = -1309364.893427
  nChanged 35
		SP:Iteration 62Q (127750.770000 sec): 3 clusters
  Score: Raw -1313856.057479 + Penalty 4479.481998 = -1309376.575481
  nChanged 31
		SP:Iteration 63Q (127750.970000 sec): 3 clusters
  Score: Raw -1313867.627661 + Penalty 4479.481998 = -1309388.145663
  nChanged 33
		SP:Iteration 64Q (127751.190000 sec): 3 clusters
  Score: Raw -1313878.761437 + Penalty 4479.481998 = -1309399.279438
  nChanged 33
		SP:Iteration 65Q (127751.430000 sec): 3 clusters
  Score: Raw -1313892.340534 + Penalty 4479.481998 = -1309412.858535
  nChanged 37
		SP:Iteration 66Q (127751.590000 sec): 3 clusters
  Score: Raw -1313903.815446 + Penalty 4479.481998 = -1309424.333447
  nChanged 34
		SP:Iteration 67Q (127751.790000 sec): 3 clusters
  Score: Raw -1313918.067944 + Penalty 4479.481998 = -1309438.585946
  nChanged 45
		SP:Iteration 68Q (127752.010000 sec): 3 clusters
  Score: Raw -1313939.696162 + Penalty 4479.481998 = -1309460.214164
  nChanged 48
		SP:Iteration 69Q (127752.150000 sec): 3 clusters
  Score: Raw -1313961.861956 + Penalty 4479.481998 = -1309482.379957
  nChanged 40
		SP:Iteration 70Q (127752.320000 sec): 3 clusters
  Score: Raw -1313979.469151 + Penalty 4479.481998 = -1309499.987153
  nChanged 38
		SP:Iteration 71Q (127752.530000 sec): 3 clusters
  Score: Raw -1313995.713878 + Penalty 4479.481998 = -1309516.231879
  nChanged 31
		SP:Iteration 72Q (127752.750000 sec): 3 clusters
  Score: Raw -1314011.774182 + Penalty 4479.481998 = -1309532.292184
  nChanged 38
		SP:Iteration 73Q (127752.960000 sec): 3 clusters
  Score: Raw -1314028.874146 + Penalty 4479.481998 = -1309549.392148
  nChanged 31
		SP:Iteration 74Q (127753.110000 sec): 3 clusters
  Score: Raw -1314041.623471 + Penalty 4479.481998 = -1309562.141473
  nChanged 23
		SP:Iteration 75Q (127753.350000 sec): 3 clusters
  Score: Raw -1314052.967036 + Penalty 4479.481998 = -1309573.485037
  nChanged 26
		SP:Iteration 76Q (127753.620000 sec): 3 clusters
  Score: Raw -1314064.342352 + Penalty 4479.481998 = -1309584.860354
  nChanged 29
		SP:Iteration 77Q (127753.890000 sec): 3 clusters
  Score: Raw -1314076.243491 + Penalty 4479.481998 = -1309596.761493
  nChanged 24
		SP:Iteration 78Q (127754.070000 sec): 3 clusters
  Score: Raw -1314086.903297 + Penalty 4479.481998 = -1309607.421299
  nChanged 24
		SP:Iteration 79Q (127754.280000 sec): 3 clusters
  Score: Raw -1314098.082184 + Penalty 4479.481998 = -1309618.600186
  nChanged 21
		SP:Iteration 80F (127754.490000 sec): 3 clusters
  Score: Raw -1314106.137733 + Penalty 4479.481998 = -1309626.655735
  nChanged 15
		SP:Iteration 81Q (127754.680000 sec): 3 clusters
  Score: Raw -1314112.926662 + Penalty 4479.481998 = -1309633.444664
  nChanged 14
		SP:Iteration 82Q (127754.860000 sec): 3 clusters
  Score: Raw -1314118.174902 + Penalty 4479.481998 = -1309638.692904
  nChanged 10
		SP:Iteration 83Q (127755.080000 sec): 3 clusters
  Score: Raw -1314122.614115 + Penalty 4479.481998 = -1309643.132117
  nChanged 7
		SP:Iteration 84Q (127755.270000 sec): 3 clusters
  Score: Raw -1314125.736630 + Penalty 4479.481998 = -1309646.254632
  nChanged 10
		SP:Iteration 85Q (127755.470000 sec): 3 clusters
  Score: Raw -1314128.842728 + Penalty 4479.481998 = -1309649.360730
  nChanged 5
		SP:Iteration 86Q (127755.670000 sec): 3 clusters
  Score: Raw -1314130.795776 + Penalty 4479.481998 = -1309651.313778
  nChanged 7
		SP:Iteration 87Q (127755.880000 sec): 3 clusters
  Score: Raw -1314132.729781 + Penalty 4479.481998 = -1309653.247782
  nChanged 5
		SP:Iteration 88Q (127756.050000 sec): 3 clusters
  Score: Raw -1314133.873460 + Penalty 4479.481998 = -1309654.391462
  nChanged 6
		SP:Iteration 89Q (127756.200000 sec): 3 clusters
  Score: Raw -1314136.505660 + Penalty 4479.481998 = -1309657.023662
  nChanged 4
		SP:Iteration 90Q (127756.410000 sec): 3 clusters
  Score: Raw -1314138.577402 + Penalty 4479.481998 = -1309659.095404
  nChanged 4
		SP:Iteration 91Q (127756.630000 sec): 3 clusters
  Score: Raw -1314139.698104 + Penalty 4479.481998 = -1309660.216106
  nChanged 2
		SP:Iteration 92Q (127756.900000 sec): 3 clusters
  Score: Raw -1314140.383454 + Penalty 4479.481998 = -1309660.901456
  nChanged 2
		SP:Iteration 93Q (127757.040000 sec): 3 clusters
  Score: Raw -1314140.851267 + Penalty 4479.481998 = -1309661.369269
  nChanged 0
		SP:Iteration 94F (127757.270000 sec): 3 clusters
  Score: Raw -1314140.851267 + Penalty 4479.481998 = -1309661.369269
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 34 (7502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127757.410000 sec): 2 clusters
  Score: Raw -1164285.612646 + Penalty 2212.885383 = -1162072.727264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127757.620000 sec): 3 clusters
  Score: Raw -1160361.975817 + Penalty 4425.770766 = -1155936.205051
  nChanged 3015
		SP:Iteration 1F (127757.830000 sec): 3 clusters
  Score: Raw -1162029.291531 + Penalty 4425.770766 = -1157603.520765
  nChanged 492
		SP:Iteration 2F (127758.010000 sec): 3 clusters
  Score: Raw -1162293.650760 + Penalty 4425.770766 = -1157867.879994
  nChanged 410
		SP:Iteration 3F (127758.270000 sec): 3 clusters
  Score: Raw -1162533.701429 + Penalty 4425.770766 = -1158107.930663
  nChanged 397
		SP:Iteration 4F (127758.450000 sec): 3 clusters
  Score: Raw -1162801.190377 + Penalty 4425.770766 = -1158375.419611
  nChanged 405
		SP:Iteration 5F (127758.670000 sec): 3 clusters
  Score: Raw -1163123.658681 + Penalty 4425.770766 = -1158697.887915
  nChanged 461
		SP:Iteration 6F (127758.840000 sec): 3 clusters
  Score: Raw -1163490.680581 + Penalty 4425.770766 = -1159064.909815
  nChanged 434
		SP:Iteration 7F (127759.070000 sec): 3 clusters
  Score: Raw -1163805.098155 + Penalty 4425.770766 = -1159379.327389
  nChanged 385
		SP:Iteration 8F (127759.200000 sec): 3 clusters
  Score: Raw -1164092.545204 + Penalty 4425.770766 = -1159666.774438
  nChanged 329
		SP:Iteration 9Q (127759.420000 sec): 3 clusters
  Score: Raw -1164348.878142 + Penalty 4425.770766 = -1159923.107376
  nChanged 258
		SP:Iteration 10Q (127759.640000 sec): 3 clusters
  Score: Raw -1164523.880039 + Penalty 4425.770766 = -1160098.109273
  nChanged 193
		SP:Iteration 11Q (127759.840000 sec): 3 clusters
  Score: Raw -1164643.001534 + Penalty 4425.770766 = -1160217.230768
  nChanged 144
		SP:Iteration 12Q (127760.050000 sec): 3 clusters
  Score: Raw -1164719.155000 + Penalty 4425.770766 = -1160293.384234
  nChanged 117
		SP:Iteration 13Q (127760.350000 sec): 3 clusters
  Score: Raw -1164772.129459 + Penalty 4425.770766 = -1160346.358693
  nChanged 78
		SP:Iteration 14Q (127760.550000 sec): 3 clusters
  Score: Raw -1164812.463038 + Penalty 4425.770766 = -1160386.692273
  nChanged 69
		SP:Iteration 15Q (127760.710000 sec): 3 clusters
  Score: Raw -1164846.574112 + Penalty 4425.770766 = -1160420.803347
  nChanged 65
		SP:Iteration 16Q (127760.910000 sec): 3 clusters
  Score: Raw -1164872.293009 + Penalty 4425.770766 = -1160446.522243
  nChanged 54
		SP:Iteration 17Q (127761.130000 sec): 3 clusters
  Score: Raw -1164895.386492 + Penalty 4425.770766 = -1160469.615726
  nChanged 39
		SP:Iteration 18Q (127761.330000 sec): 3 clusters
  Score: Raw -1164911.407572 + Penalty 4425.770766 = -1160485.636806
  nChanged 26
		SP:Iteration 19Q (127761.540000 sec): 3 clusters
  Score: Raw -1164923.058066 + Penalty 4425.770766 = -1160497.287300
  nChanged 21
		SP:Iteration 20F (127761.720000 sec): 3 clusters
  Score: Raw -1164931.022701 + Penalty 4425.770766 = -1160505.251935
  nChanged 26
		SP:Iteration 21Q (127761.910000 sec): 3 clusters
  Score: Raw -1164940.775758 + Penalty 4425.770766 = -1160515.004993
  nChanged 12
		SP:Iteration 22Q (127762.110000 sec): 3 clusters
  Score: Raw -1164945.920478 + Penalty 4425.770766 = -1160520.149713
  nChanged 16
		SP:Iteration 23Q (127762.290000 sec): 3 clusters
  Score: Raw -1164952.970115 + Penalty 4425.770766 = -1160527.199349
  nChanged 18
		SP:Iteration 24Q (127762.460000 sec): 3 clusters
  Score: Raw -1164961.513806 + Penalty 4425.770766 = -1160535.743040
  nChanged 18
		SP:Iteration 25Q (127762.630000 sec): 3 clusters
  Score: Raw -1164969.388918 + Penalty 4425.770766 = -1160543.618153
  nChanged 10
		SP:Iteration 26Q (127762.830000 sec): 3 clusters
  Score: Raw -1164973.259085 + Penalty 4425.770766 = -1160547.488319
  nChanged 4
		SP:Iteration 27Q (127763.010000 sec): 3 clusters
  Score: Raw -1164975.003127 + Penalty 4425.770766 = -1160549.232361
  nChanged 5
		SP:Iteration 28Q (127763.180000 sec): 3 clusters
  Score: Raw -1164976.377244 + Penalty 4425.770766 = -1160550.606478
  nChanged 5
		SP:Iteration 29Q (127763.360000 sec): 3 clusters
  Score: Raw -1164978.319340 + Penalty 4425.770766 = -1160552.548575
  nChanged 4
		SP:Iteration 30Q (127763.580000 sec): 3 clusters
  Score: Raw -1164979.524376 + Penalty 4425.770766 = -1160553.753610
  nChanged 3
		SP:Iteration 31Q (127763.810000 sec): 3 clusters
  Score: Raw -1164980.528864 + Penalty 4425.770766 = -1160554.758098
  nChanged 3
		SP:Iteration 32Q (127763.980000 sec): 3 clusters
  Score: Raw -1164981.572167 + Penalty 4425.770766 = -1160555.801401
  nChanged 4
		SP:Iteration 33Q (127764.150000 sec): 3 clusters
  Score: Raw -1164983.304412 + Penalty 4425.770766 = -1160557.533646
  nChanged 6
		SP:Iteration 34Q (127764.350000 sec): 3 clusters
  Score: Raw -1164985.035268 + Penalty 4425.770766 = -1160559.264502
  nChanged 4
		SP:Iteration 35Q (127764.560000 sec): 3 clusters
  Score: Raw -1164986.343132 + Penalty 4425.770766 = -1160560.572366
  nChanged 3
		SP:Iteration 36Q (127764.740000 sec): 3 clusters
  Score: Raw -1164987.752580 + Penalty 4425.770766 = -1160561.981814
  nChanged 2
		SP:Iteration 37Q (127764.930000 sec): 3 clusters
  Score: Raw -1164988.309311 + Penalty 4425.770766 = -1160562.538546
  nChanged 1
		SP:Iteration 38Q (127765.130000 sec): 3 clusters
  Score: Raw -1164988.489924 + Penalty 4425.770766 = -1160562.719158
  nChanged 3
		SP:Iteration 39Q (127765.350000 sec): 3 clusters
  Score: Raw -1164989.279277 + Penalty 4425.770766 = -1160563.508512
  nChanged 1
		SP:Iteration 40F (127765.550000 sec): 3 clusters
  Score: Raw -1164989.395378 + Penalty 4425.770766 = -1160563.624612
  nChanged 1
		SP:Iteration 41Q (127765.710000 sec): 3 clusters
  Score: Raw -1164989.752568 + Penalty 4425.770766 = -1160563.981803
  nChanged 3
		SP:Iteration 42Q (127765.890000 sec): 3 clusters
  Score: Raw -1164990.570486 + Penalty 4425.770766 = -1160564.799720
  nChanged 1
		SP:Iteration 43Q (127766.110000 sec): 3 clusters
  Score: Raw -1164990.767573 + Penalty 4425.770766 = -1160564.996807
  nChanged 0
		SP:Iteration 44F (127766.330000 sec): 3 clusters
  Score: Raw -1164990.767573 + Penalty 4425.770766 = -1160564.996807
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 35 (7248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127766.470000 sec): 2 clusters
  Score: Raw -1098510.953545 + Penalty 2204.343250 = -1096306.610294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127766.690000 sec): 3 clusters
  Score: Raw -1094763.236334 + Penalty 4408.686500 = -1090354.549834
  nChanged 2929
		SP:Iteration 1F (127766.880000 sec): 3 clusters
  Score: Raw -1096484.872076 + Penalty 4408.686500 = -1092076.185575
  nChanged 556
		SP:Iteration 2F (127767.070000 sec): 3 clusters
  Score: Raw -1096808.713093 + Penalty 4408.686500 = -1092400.026593
  nChanged 388
		SP:Iteration 3F (127767.260000 sec): 3 clusters
  Score: Raw -1097017.866206 + Penalty 4408.686500 = -1092609.179705
  nChanged 329
		SP:Iteration 4Q (127767.450000 sec): 3 clusters
  Score: Raw -1097197.234427 + Penalty 4408.686500 = -1092788.547926
  nChanged 290
		SP:Iteration 5Q (127767.620000 sec): 3 clusters
  Score: Raw -1097379.987415 + Penalty 4408.686500 = -1092971.300915
  nChanged 309
		SP:Iteration 6Q (127767.850000 sec): 3 clusters
  Score: Raw -1097570.480388 + Penalty 4408.686500 = -1093161.793887
  nChanged 270
		SP:Iteration 7Q (127768.030000 sec): 3 clusters
  Score: Raw -1097734.832584 + Penalty 4408.686500 = -1093326.146084
  nChanged 266
		SP:Iteration 8Q (127768.230000 sec): 3 clusters
  Score: Raw -1097892.517740 + Penalty 4408.686500 = -1093483.831240
  nChanged 247
		SP:Iteration 9Q (127768.410000 sec): 3 clusters
  Score: Raw -1098044.237424 + Penalty 4408.686500 = -1093635.550924
  nChanged 230
		SP:Iteration 10Q (127768.590000 sec): 3 clusters
  Score: Raw -1098171.166118 + Penalty 4408.686500 = -1093762.479617
  nChanged 215
		SP:Iteration 11Q (127768.810000 sec): 3 clusters
  Score: Raw -1098283.405302 + Penalty 4408.686500 = -1093874.718801
  nChanged 203
		SP:Iteration 12Q (127769.030000 sec): 3 clusters
  Score: Raw -1098377.276439 + Penalty 4408.686500 = -1093968.589938
  nChanged 149
		SP:Iteration 13Q (127769.200000 sec): 3 clusters
  Score: Raw -1098444.405891 + Penalty 4408.686500 = -1094035.719390
  nChanged 134
		SP:Iteration 14Q (127769.370000 sec): 3 clusters
  Score: Raw -1098499.465398 + Penalty 4408.686500 = -1094090.778897
  nChanged 99
		SP:Iteration 15Q (127769.570000 sec): 3 clusters
  Score: Raw -1098533.067952 + Penalty 4408.686500 = -1094124.381451
  nChanged 90
		SP:Iteration 16Q (127769.870000 sec): 3 clusters
  Score: Raw -1098566.721899 + Penalty 4408.686500 = -1094158.035399
  nChanged 78
		SP:Iteration 17Q (127770.070000 sec): 3 clusters
  Score: Raw -1098597.568876 + Penalty 4408.686500 = -1094188.882375
  nChanged 62
		SP:Iteration 18Q (127770.210000 sec): 3 clusters
  Score: Raw -1098618.156608 + Penalty 4408.686500 = -1094209.470108
  nChanged 55
		SP:Iteration 19Q (127770.420000 sec): 3 clusters
  Score: Raw -1098638.351221 + Penalty 4408.686500 = -1094229.664721
  nChanged 50
		SP:Iteration 20F (127770.630000 sec): 3 clusters
  Score: Raw -1098656.093017 + Penalty 4408.686500 = -1094247.406517
  nChanged 62
		SP:Iteration 21Q (127770.880000 sec): 3 clusters
  Score: Raw -1098675.868672 + Penalty 4408.686500 = -1094267.182172
  nChanged 50
		SP:Iteration 22Q (127771.030000 sec): 3 clusters
  Score: Raw -1098692.688463 + Penalty 4408.686500 = -1094284.001963
  nChanged 40
		SP:Iteration 23Q (127771.210000 sec): 3 clusters
  Score: Raw -1098705.595093 + Penalty 4408.686500 = -1094296.908592
  nChanged 36
		SP:Iteration 24Q (127771.400000 sec): 3 clusters
  Score: Raw -1098715.947162 + Penalty 4408.686500 = -1094307.260661
  nChanged 32
		SP:Iteration 25Q (127771.580000 sec): 3 clusters
  Score: Raw -1098725.339460 + Penalty 4408.686500 = -1094316.652960
  nChanged 23
		SP:Iteration 26Q (127771.780000 sec): 3 clusters
  Score: Raw -1098730.799900 + Penalty 4408.686500 = -1094322.113399
  nChanged 18
		SP:Iteration 27Q (127771.960000 sec): 3 clusters
  Score: Raw -1098735.900765 + Penalty 4408.686500 = -1094327.214264
  nChanged 19
		SP:Iteration 28Q (127772.140000 sec): 3 clusters
  Score: Raw -1098739.874188 + Penalty 4408.686500 = -1094331.187687
  nChanged 21
		SP:Iteration 29Q (127772.360000 sec): 3 clusters
  Score: Raw -1098745.057897 + Penalty 4408.686500 = -1094336.371396
  nChanged 24
		SP:Iteration 30Q (127772.600000 sec): 3 clusters
  Score: Raw -1098751.290136 + Penalty 4408.686500 = -1094342.603636
  nChanged 24
		SP:Iteration 31Q (127772.800000 sec): 3 clusters
  Score: Raw -1098757.196524 + Penalty 4408.686500 = -1094348.510023
  nChanged 24
		SP:Iteration 32Q (127773.010000 sec): 3 clusters
  Score: Raw -1098764.839239 + Penalty 4408.686500 = -1094356.152738
  nChanged 28
		SP:Iteration 33Q (127773.240000 sec): 3 clusters
  Score: Raw -1098770.932040 + Penalty 4408.686500 = -1094362.245539
  nChanged 19
		SP:Iteration 34Q (127773.470000 sec): 3 clusters
  Score: Raw -1098775.315504 + Penalty 4408.686500 = -1094366.629003
  nChanged 16
		SP:Iteration 35Q (127773.660000 sec): 3 clusters
  Score: Raw -1098779.194577 + Penalty 4408.686500 = -1094370.508076
  nChanged 13
		SP:Iteration 36Q (127773.860000 sec): 3 clusters
  Score: Raw -1098783.204426 + Penalty 4408.686500 = -1094374.517926
  nChanged 23
		SP:Iteration 37Q (127774.040000 sec): 3 clusters
  Score: Raw -1098788.877396 + Penalty 4408.686500 = -1094380.190896
  nChanged 21
		SP:Iteration 38Q (127774.230000 sec): 3 clusters
  Score: Raw -1098794.657309 + Penalty 4408.686500 = -1094385.970809
  nChanged 27
		SP:Iteration 39Q (127774.410000 sec): 3 clusters
  Score: Raw -1098801.649380 + Penalty 4408.686500 = -1094392.962880
  nChanged 17
		SP:Iteration 40F (127774.590000 sec): 3 clusters
  Score: Raw -1098806.319727 + Penalty 4408.686500 = -1094397.633227
  nChanged 19
		SP:Iteration 41Q (127774.810000 sec): 3 clusters
  Score: Raw -1098811.270462 + Penalty 4408.686500 = -1094402.583961
  nChanged 21
		SP:Iteration 42Q (127774.990000 sec): 3 clusters
  Score: Raw -1098817.906490 + Penalty 4408.686500 = -1094409.219989
  nChanged 31
		SP:Iteration 43Q (127775.190000 sec): 3 clusters
  Score: Raw -1098828.135216 + Penalty 4408.686500 = -1094419.448716
  nChanged 34
		SP:Iteration 44Q (127775.380000 sec): 3 clusters
  Score: Raw -1098838.475139 + Penalty 4408.686500 = -1094429.788638
  nChanged 31
		SP:Iteration 45Q (127775.590000 sec): 3 clusters
  Score: Raw -1098846.097549 + Penalty 4408.686500 = -1094437.411048
  nChanged 22
		SP:Iteration 46Q (127775.790000 sec): 3 clusters
  Score: Raw -1098852.894036 + Penalty 4408.686500 = -1094444.207535
  nChanged 23
		SP:Iteration 47Q (127776.020000 sec): 3 clusters
  Score: Raw -1098859.162029 + Penalty 4408.686500 = -1094450.475528
  nChanged 24
		SP:Iteration 48Q (127776.200000 sec): 3 clusters
  Score: Raw -1098866.816447 + Penalty 4408.686500 = -1094458.129947
  nChanged 28
		SP:Iteration 49Q (127776.420000 sec): 3 clusters
  Score: Raw -1098874.765539 + Penalty 4408.686500 = -1094466.079039
  nChanged 25
		SP:Iteration 50Q (127776.610000 sec): 3 clusters
  Score: Raw -1098880.687789 + Penalty 4408.686500 = -1094472.001289
  nChanged 20
		SP:Iteration 51Q (127776.800000 sec): 3 clusters
  Score: Raw -1098886.348708 + Penalty 4408.686500 = -1094477.662207
  nChanged 15
		SP:Iteration 52Q (127777.000000 sec): 3 clusters
  Score: Raw -1098889.910463 + Penalty 4408.686500 = -1094481.223963
  nChanged 16
		SP:Iteration 53Q (127777.180000 sec): 3 clusters
  Score: Raw -1098894.130826 + Penalty 4408.686500 = -1094485.444325
  nChanged 13
		SP:Iteration 54Q (127777.340000 sec): 3 clusters
  Score: Raw -1098896.790753 + Penalty 4408.686500 = -1094488.104253
  nChanged 8
		SP:Iteration 55Q (127777.500000 sec): 3 clusters
  Score: Raw -1098898.263818 + Penalty 4408.686500 = -1094489.577317
  nChanged 8
		SP:Iteration 56Q (127777.760000 sec): 3 clusters
  Score: Raw -1098899.982115 + Penalty 4408.686500 = -1094491.295615
  nChanged 8
		SP:Iteration 57Q (127777.880000 sec): 3 clusters
  Score: Raw -1098901.581833 + Penalty 4408.686500 = -1094492.895333
  nChanged 7
		SP:Iteration 58Q (127778.040000 sec): 3 clusters
  Score: Raw -1098903.460185 + Penalty 4408.686500 = -1094494.773684
  nChanged 16
		SP:Iteration 59Q (127778.210000 sec): 3 clusters
  Score: Raw -1098908.403212 + Penalty 4408.686500 = -1094499.716711
  nChanged 17
		SP:Iteration 60F (127778.450000 sec): 3 clusters
  Score: Raw -1098912.473495 + Penalty 4408.686500 = -1094503.786995
  nChanged 19
		SP:Iteration 61Q (127778.580000 sec): 3 clusters
  Score: Raw -1098918.426972 + Penalty 4408.686500 = -1094509.740472
  nChanged 21
		SP:Iteration 62Q (127778.790000 sec): 3 clusters
  Score: Raw -1098925.431609 + Penalty 4408.686500 = -1094516.745108
  nChanged 23
		SP:Iteration 63Q (127779.000000 sec): 3 clusters
  Score: Raw -1098931.055455 + Penalty 4408.686500 = -1094522.368955
  nChanged 17
		SP:Iteration 64Q (127779.250000 sec): 3 clusters
  Score: Raw -1098934.817501 + Penalty 4408.686500 = -1094526.131000
  nChanged 18
		SP:Iteration 65Q (127779.450000 sec): 3 clusters
  Score: Raw -1098939.394900 + Penalty 4408.686500 = -1094530.708400
  nChanged 18
		SP:Iteration 66Q (127779.620000 sec): 3 clusters
  Score: Raw -1098943.753617 + Penalty 4408.686500 = -1094535.067116
  nChanged 23
		SP:Iteration 67Q (127779.850000 sec): 3 clusters
  Score: Raw -1098949.907838 + Penalty 4408.686500 = -1094541.221337
  nChanged 29
		SP:Iteration 68Q (127780.060000 sec): 3 clusters
  Score: Raw -1098956.911561 + Penalty 4408.686500 = -1094548.225060
  nChanged 21
		SP:Iteration 69Q (127780.220000 sec): 3 clusters
  Score: Raw -1098962.434652 + Penalty 4408.686500 = -1094553.748152
  nChanged 16
		SP:Iteration 70Q (127780.380000 sec): 3 clusters
  Score: Raw -1098966.529230 + Penalty 4408.686500 = -1094557.842729
  nChanged 18
		SP:Iteration 71Q (127780.590000 sec): 3 clusters
  Score: Raw -1098970.814391 + Penalty 4408.686500 = -1094562.127890
  nChanged 16
		SP:Iteration 72Q (127780.750000 sec): 3 clusters
  Score: Raw -1098974.825523 + Penalty 4408.686500 = -1094566.139022
  nChanged 17
		SP:Iteration 73Q (127780.920000 sec): 3 clusters
  Score: Raw -1098978.946940 + Penalty 4408.686500 = -1094570.260440
  nChanged 23
		SP:Iteration 74Q (127781.090000 sec): 3 clusters
  Score: Raw -1098985.262446 + Penalty 4408.686500 = -1094576.575945
  nChanged 24
		SP:Iteration 75Q (127781.260000 sec): 3 clusters
  Score: Raw -1098991.502945 + Penalty 4408.686500 = -1094582.816444
  nChanged 22
		SP:Iteration 76Q (127781.470000 sec): 3 clusters
  Score: Raw -1098998.475819 + Penalty 4408.686500 = -1094589.789318
  nChanged 21
		SP:Iteration 77Q (127781.640000 sec): 3 clusters
  Score: Raw -1099003.654490 + Penalty 4408.686500 = -1094594.967989
  nChanged 20
		SP:Iteration 78Q (127781.850000 sec): 3 clusters
  Score: Raw -1099008.147385 + Penalty 4408.686500 = -1094599.460884
  nChanged 14
		SP:Iteration 79Q (127782.040000 sec): 3 clusters
  Score: Raw -1099011.512445 + Penalty 4408.686500 = -1094602.825945
  nChanged 15
		SP:Iteration 80F (127782.230000 sec): 3 clusters
  Score: Raw -1099015.011912 + Penalty 4408.686500 = -1094606.325412
  nChanged 25
		SP:Iteration 81Q (127782.460000 sec): 3 clusters
  Score: Raw -1099021.424097 + Penalty 4408.686500 = -1094612.737597
  nChanged 27
		SP:Iteration 82Q (127782.640000 sec): 3 clusters
  Score: Raw -1099028.947539 + Penalty 4408.686500 = -1094620.261039
  nChanged 23
		SP:Iteration 83Q (127782.820000 sec): 3 clusters
  Score: Raw -1099034.757406 + Penalty 4408.686500 = -1094626.070905
  nChanged 17
		SP:Iteration 84Q (127783.000000 sec): 3 clusters
  Score: Raw -1099039.068023 + Penalty 4408.686500 = -1094630.381522
  nChanged 21
		SP:Iteration 85Q (127783.180000 sec): 3 clusters
  Score: Raw -1099043.594045 + Penalty 4408.686500 = -1094634.907545
  nChanged 12
		SP:Iteration 86Q (127783.380000 sec): 3 clusters
  Score: Raw -1099046.303495 + Penalty 4408.686500 = -1094637.616994
  nChanged 12
		SP:Iteration 87Q (127783.590000 sec): 3 clusters
  Score: Raw -1099049.735143 + Penalty 4408.686500 = -1094641.048642
  nChanged 14
		SP:Iteration 88Q (127783.820000 sec): 3 clusters
  Score: Raw -1099053.982195 + Penalty 4408.686500 = -1094645.295695
  nChanged 13
		SP:Iteration 89Q (127784.030000 sec): 3 clusters
  Score: Raw -1099056.106119 + Penalty 4408.686500 = -1094647.419618
  nChanged 12
		SP:Iteration 90Q (127784.200000 sec): 3 clusters
  Score: Raw -1099058.476365 + Penalty 4408.686500 = -1094649.789864
  nChanged 10
		SP:Iteration 91Q (127784.370000 sec): 3 clusters
  Score: Raw -1099059.981518 + Penalty 4408.686500 = -1094651.295017
  nChanged 5
		SP:Iteration 92Q (127784.590000 sec): 3 clusters
  Score: Raw -1099060.986527 + Penalty 4408.686500 = -1094652.300027
  nChanged 4
		SP:Iteration 93Q (127784.800000 sec): 3 clusters
  Score: Raw -1099061.836306 + Penalty 4408.686500 = -1094653.149805
  nChanged 7
		SP:Iteration 94Q (127785.080000 sec): 3 clusters
  Score: Raw -1099063.307751 + Penalty 4408.686500 = -1094654.621250
  nChanged 8
		SP:Iteration 95Q (127785.220000 sec): 3 clusters
  Score: Raw -1099065.168074 + Penalty 4408.686500 = -1094656.481574
  nChanged 8
		SP:Iteration 96Q (127785.380000 sec): 3 clusters
  Score: Raw -1099066.790623 + Penalty 4408.686500 = -1094658.104122
  nChanged 10
		SP:Iteration 97Q (127785.550000 sec): 3 clusters
  Score: Raw -1099068.649269 + Penalty 4408.686500 = -1094659.962769
  nChanged 9
		SP:Iteration 98Q (127785.770000 sec): 3 clusters
  Score: Raw -1099070.744762 + Penalty 4408.686500 = -1094662.058262
  nChanged 7
		SP:Iteration 99Q (127785.950000 sec): 3 clusters
  Score: Raw -1099072.034943 + Penalty 4408.686500 = -1094663.348442
  nChanged 9
		SP:Iteration 100F (127786.110000 sec): 3 clusters
  Score: Raw -1099073.975804 + Penalty 4408.686500 = -1094665.289303
  nChanged 8
		SP:Iteration 101Q (127786.300000 sec): 3 clusters
  Score: Raw -1099076.116162 + Penalty 4408.686500 = -1094667.429662
  nChanged 8
		SP:Iteration 102Q (127786.520000 sec): 3 clusters
  Score: Raw -1099077.926326 + Penalty 4408.686500 = -1094669.239825
  nChanged 7
		SP:Iteration 103Q (127786.700000 sec): 3 clusters
  Score: Raw -1099079.305425 + Penalty 4408.686500 = -1094670.618925
  nChanged 5
		SP:Iteration 104Q (127786.880000 sec): 3 clusters
  Score: Raw -1099080.470219 + Penalty 4408.686500 = -1094671.783719
  nChanged 7
		SP:Iteration 105Q (127787.080000 sec): 3 clusters
  Score: Raw -1099081.729293 + Penalty 4408.686500 = -1094673.042792
  nChanged 6
		SP:Iteration 106Q (127787.210000 sec): 3 clusters
  Score: Raw -1099082.520006 + Penalty 4408.686500 = -1094673.833505
  nChanged 5
		SP:Iteration 107Q (127787.430000 sec): 3 clusters
  Score: Raw -1099083.265531 + Penalty 4408.686500 = -1094674.579030
  nChanged 1
		SP:Iteration 108Q (127787.620000 sec): 3 clusters
  Score: Raw -1099083.736095 + Penalty 4408.686500 = -1094675.049594
  nChanged 2
		SP:Iteration 109Q (127787.810000 sec): 3 clusters
  Score: Raw -1099084.366678 + Penalty 4408.686500 = -1094675.680177
  nChanged 3
		SP:Iteration 110Q (127788.000000 sec): 3 clusters
  Score: Raw -1099085.251219 + Penalty 4408.686500 = -1094676.564719
  nChanged 2
		SP:Iteration 111Q (127788.210000 sec): 3 clusters
  Score: Raw -1099085.583805 + Penalty 4408.686500 = -1094676.897305
  nChanged 2
		SP:Iteration 112Q (127788.410000 sec): 3 clusters
  Score: Raw -1099085.990583 + Penalty 4408.686500 = -1094677.304083
  nChanged 2
		SP:Iteration 113Q (127788.570000 sec): 3 clusters
  Score: Raw -1099086.217200 + Penalty 4408.686500 = -1094677.530700
  nChanged 2
		SP:Iteration 114Q (127788.790000 sec): 3 clusters
  Score: Raw -1099086.391542 + Penalty 4408.686500 = -1094677.705042
  nChanged 3
		SP:Iteration 115Q (127788.990000 sec): 3 clusters
  Score: Raw -1099086.593203 + Penalty 4408.686500 = -1094677.906703
  nChanged 1
		SP:Iteration 116Q (127789.200000 sec): 3 clusters
  Score: Raw -1099086.870008 + Penalty 4408.686500 = -1094678.183508
  nChanged 4
		SP:Iteration 117Q (127789.290000 sec): 3 clusters
  Score: Raw -1099087.431731 + Penalty 4408.686500 = -1094678.745231
  nChanged 2
		SP:Iteration 118Q (127789.490000 sec): 3 clusters
  Score: Raw -1099088.083597 + Penalty 4408.686500 = -1094679.397096
  nChanged 6
		SP:Iteration 119Q (127789.630000 sec): 3 clusters
  Score: Raw -1099089.194668 + Penalty 4408.686500 = -1094680.508167
  nChanged 5
		SP:Iteration 120F (127789.860000 sec): 3 clusters
  Score: Raw -1099090.314668 + Penalty 4408.686500 = -1094681.628167
  nChanged 4
		SP:Iteration 121Q (127790.040000 sec): 3 clusters
  Score: Raw -1099091.155702 + Penalty 4408.686500 = -1094682.469202
  nChanged 1
		SP:Iteration 122Q (127790.240000 sec): 3 clusters
  Score: Raw -1099091.554563 + Penalty 4408.686500 = -1094682.868063
  nChanged 2
		SP:Iteration 123Q (127790.390000 sec): 3 clusters
  Score: Raw -1099091.777610 + Penalty 4408.686500 = -1094683.091109
  nChanged 3
		SP:Iteration 124Q (127790.580000 sec): 3 clusters
  Score: Raw -1099092.448959 + Penalty 4408.686500 = -1094683.762459
  nChanged 6
		SP:Iteration 125Q (127790.750000 sec): 3 clusters
  Score: Raw -1099094.593926 + Penalty 4408.686500 = -1094685.907426
  nChanged 5
		SP:Iteration 126Q (127790.930000 sec): 3 clusters
  Score: Raw -1099095.554953 + Penalty 4408.686500 = -1094686.868453
  nChanged 6
		SP:Iteration 127Q (127791.150000 sec): 3 clusters
  Score: Raw -1099097.024937 + Penalty 4408.686500 = -1094688.338436
  nChanged 8
		SP:Iteration 128Q (127791.340000 sec): 3 clusters
  Score: Raw -1099098.748265 + Penalty 4408.686500 = -1094690.061764
  nChanged 8
		SP:Iteration 129Q (127791.510000 sec): 3 clusters
  Score: Raw -1099099.898428 + Penalty 4408.686500 = -1094691.211927
  nChanged 7
		SP:Iteration 130Q (127791.690000 sec): 3 clusters
  Score: Raw -1099101.038689 + Penalty 4408.686500 = -1094692.352189
  nChanged 4
		SP:Iteration 131Q (127791.860000 sec): 3 clusters
  Score: Raw -1099101.990596 + Penalty 4408.686500 = -1094693.304095
  nChanged 4
		SP:Iteration 132Q (127792.080000 sec): 3 clusters
  Score: Raw -1099102.830979 + Penalty 4408.686500 = -1094694.144478
  nChanged 7
		SP:Iteration 133Q (127792.230000 sec): 3 clusters
  Score: Raw -1099104.119146 + Penalty 4408.686500 = -1094695.432646
  nChanged 2
		SP:Iteration 134Q (127792.400000 sec): 3 clusters
  Score: Raw -1099104.476921 + Penalty 4408.686500 = -1094695.790421
  nChanged 3
		SP:Iteration 135Q (127792.580000 sec): 3 clusters
  Score: Raw -1099105.156380 + Penalty 4408.686500 = -1094696.469880
  nChanged 3
		SP:Iteration 136Q (127792.810000 sec): 3 clusters
  Score: Raw -1099105.741582 + Penalty 4408.686500 = -1094697.055082
  nChanged 2
		SP:Iteration 137Q (127792.940000 sec): 3 clusters
  Score: Raw -1099106.339050 + Penalty 4408.686500 = -1094697.652549
  nChanged 1
		SP:Iteration 138Q (127793.100000 sec): 3 clusters
  Score: Raw -1099106.412086 + Penalty 4408.686500 = -1094697.725585
  nChanged 0
		SP:Iteration 139F (127793.290000 sec): 3 clusters
  Score: Raw -1099106.412086 + Penalty 4408.686500 = -1094697.725585
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 36 (18819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127793.460000 sec): 2 clusters
  Score: Raw -3028162.287022 + Penalty 2440.970325 = -3025721.316698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127793.820000 sec): 3 clusters
  Score: Raw -3017240.858757 + Penalty 4881.940649 = -3012358.918108
  nChanged 8273
		SP:Iteration 1F (127794.080000 sec): 3 clusters
  Score: Raw -3021692.268809 + Penalty 4881.940649 = -3016810.328159
  nChanged 1026
		SP:Iteration 2F (127794.330000 sec): 3 clusters
  Score: Raw -3022101.565201 + Penalty 4881.940649 = -3017219.624552
  nChanged 893
		SP:Iteration 3Q (127794.660000 sec): 3 clusters
  Score: Raw -3022493.433669 + Penalty 4881.940649 = -3017611.493020
  nChanged 920
		SP:Iteration 4Q (127794.950000 sec): 3 clusters
  Score: Raw -3022932.383072 + Penalty 4881.940649 = -3018050.442423
  nChanged 975
		SP:Iteration 5F (127795.200000 sec): 3 clusters
  Score: Raw -3023492.832830 + Penalty 4881.940649 = -3018610.892181
  nChanged 1112
		SP:Iteration 6F (127795.490000 sec): 3 clusters
  Score: Raw -3024226.355101 + Penalty 4881.940649 = -3019344.414452
  nChanged 1182
		SP:Iteration 7F (127795.770000 sec): 3 clusters
  Score: Raw -3025088.482509 + Penalty 4881.940649 = -3020206.541860
  nChanged 1056
		SP:Iteration 8F (127795.990000 sec): 3 clusters
  Score: Raw -3025860.139935 + Penalty 4881.940649 = -3020978.199286
  nChanged 930
		SP:Iteration 9Q (127796.270000 sec): 3 clusters
  Score: Raw -3026559.090583 + Penalty 4881.940649 = -3021677.149934
  nChanged 646
		SP:Iteration 10Q (127796.570000 sec): 3 clusters
  Score: Raw -3027083.000390 + Penalty 4881.940649 = -3022201.059741
  nChanged 508
		SP:Iteration 11Q (127796.830000 sec): 3 clusters
  Score: Raw -3027514.924082 + Penalty 4881.940649 = -3022632.983433
  nChanged 390
		SP:Iteration 12Q (127797.090000 sec): 3 clusters
  Score: Raw -3027823.303536 + Penalty 4881.940649 = -3022941.362887
  nChanged 298
		SP:Iteration 13Q (127797.360000 sec): 3 clusters
  Score: Raw -3028053.451641 + Penalty 4881.940649 = -3023171.510992
  nChanged 212
		SP:Iteration 14Q (127797.650000 sec): 3 clusters
  Score: Raw -3028191.393423 + Penalty 4881.940649 = -3023309.452774
  nChanged 167
		SP:Iteration 15Q (127797.910000 sec): 3 clusters
  Score: Raw -3028294.774014 + Penalty 4881.940649 = -3023412.833365
  nChanged 131
		SP:Iteration 16Q (127798.130000 sec): 3 clusters
  Score: Raw -3028361.816873 + Penalty 4881.940649 = -3023479.876224
  nChanged 86
		SP:Iteration 17Q (127798.380000 sec): 3 clusters
  Score: Raw -3028411.227795 + Penalty 4881.940649 = -3023529.287146
  nChanged 78
		SP:Iteration 18Q (127798.620000 sec): 3 clusters
  Score: Raw -3028448.398726 + Penalty 4881.940649 = -3023566.458076
  nChanged 70
		SP:Iteration 19Q (127798.880000 sec): 3 clusters
  Score: Raw -3028477.610996 + Penalty 4881.940649 = -3023595.670346
  nChanged 68
		SP:Iteration 20F (127799.150000 sec): 3 clusters
  Score: Raw -3028508.400251 + Penalty 4881.940649 = -3023626.459602
  nChanged 59
		SP:Iteration 21Q (127799.360000 sec): 3 clusters
  Score: Raw -3028536.243357 + Penalty 4881.940649 = -3023654.302707
  nChanged 41
		SP:Iteration 22Q (127799.670000 sec): 3 clusters
  Score: Raw -3028549.366086 + Penalty 4881.940649 = -3023667.425437
  nChanged 32
		SP:Iteration 23Q (127799.950000 sec): 3 clusters
  Score: Raw -3028560.939759 + Penalty 4881.940649 = -3023678.999110
  nChanged 21
		SP:Iteration 24Q (127800.200000 sec): 3 clusters
  Score: Raw -3028568.456632 + Penalty 4881.940649 = -3023686.515982
  nChanged 23
		SP:Iteration 25Q (127800.480000 sec): 3 clusters
  Score: Raw -3028575.318453 + Penalty 4881.940649 = -3023693.377803
  nChanged 13
		SP:Iteration 26Q (127800.750000 sec): 3 clusters
  Score: Raw -3028580.265814 + Penalty 4881.940649 = -3023698.325165
  nChanged 18
		SP:Iteration 27Q (127801.010000 sec): 3 clusters
  Score: Raw -3028585.902731 + Penalty 4881.940649 = -3023703.962082
  nChanged 14
		SP:Iteration 28Q (127801.220000 sec): 3 clusters
  Score: Raw -3028590.184850 + Penalty 4881.940649 = -3023708.244200
  nChanged 11
		SP:Iteration 29Q (127801.500000 sec): 3 clusters
  Score: Raw -3028594.020606 + Penalty 4881.940649 = -3023712.079957
  nChanged 13
		SP:Iteration 30Q (127801.770000 sec): 3 clusters
  Score: Raw -3028597.749764 + Penalty 4881.940649 = -3023715.809115
  nChanged 5
		SP:Iteration 31Q (127802.040000 sec): 3 clusters
  Score: Raw -3028599.323255 + Penalty 4881.940649 = -3023717.382606
  nChanged 7
		SP:Iteration 32Q (127802.330000 sec): 3 clusters
  Score: Raw -3028601.848537 + Penalty 4881.940649 = -3023719.907888
  nChanged 13
		SP:Iteration 33Q (127802.610000 sec): 3 clusters
  Score: Raw -3028607.306106 + Penalty 4881.940649 = -3023725.365457
  nChanged 18
		SP:Iteration 34Q (127802.850000 sec): 3 clusters
  Score: Raw -3028615.155310 + Penalty 4881.940649 = -3023733.214660
  nChanged 16
		SP:Iteration 35Q (127803.060000 sec): 3 clusters
  Score: Raw -3028620.899507 + Penalty 4881.940649 = -3023738.958858
  nChanged 18
		SP:Iteration 36Q (127803.380000 sec): 3 clusters
  Score: Raw -3028626.405343 + Penalty 4881.940649 = -3023744.464693
  nChanged 16
		SP:Iteration 37Q (127803.590000 sec): 3 clusters
  Score: Raw -3028631.747209 + Penalty 4881.940649 = -3023749.806560
  nChanged 10
		SP:Iteration 38Q (127803.800000 sec): 3 clusters
  Score: Raw -3028635.229515 + Penalty 4881.940649 = -3023753.288865
  nChanged 8
		SP:Iteration 39Q (127804.020000 sec): 3 clusters
  Score: Raw -3028637.102065 + Penalty 4881.940649 = -3023755.161416
  nChanged 4
		SP:Iteration 40F (127804.290000 sec): 3 clusters
  Score: Raw -3028637.923277 + Penalty 4881.940649 = -3023755.982628
  nChanged 2
		SP:Iteration 41Q (127804.550000 sec): 3 clusters
  Score: Raw -3028638.078778 + Penalty 4881.940649 = -3023756.138128
  nChanged 2
		SP:Iteration 42Q (127804.780000 sec): 3 clusters
  Score: Raw -3028638.314500 + Penalty 4881.940649 = -3023756.373851
  nChanged 1
		SP:Iteration 43Q (127805.030000 sec): 3 clusters
  Score: Raw -3028638.686859 + Penalty 4881.940649 = -3023756.746210
  nChanged 1
		SP:Iteration 44Q (127805.270000 sec): 3 clusters
  Score: Raw -3028638.878060 + Penalty 4881.940649 = -3023756.937411
  nChanged 0
		SP:Iteration 45F (127805.530000 sec): 3 clusters
  Score: Raw -3028638.878060 + Penalty 4881.940649 = -3023756.937411
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 37 (31306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127805.780000 sec): 2 clusters
  Score: Raw -5116309.814589 + Penalty 2567.188133 = -5113742.626456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127806.110000 sec): 3 clusters
  Score: Raw -5097488.956551 + Penalty 5134.376266 = -5092354.580285
  nChanged 14114
		SP:Iteration 1F (127806.510000 sec): 3 clusters
  Score: Raw -5105109.780024 + Penalty 5134.376266 = -5099975.403758
  nChanged 1595
		SP:Iteration 2F (127806.830000 sec): 3 clusters
  Score: Raw -5105709.629616 + Penalty 5134.376266 = -5100575.253350
  nChanged 1500
		SP:Iteration 3Q (127807.330000 sec): 3 clusters
  Score: Raw -5106275.161476 + Penalty 5134.376266 = -5101140.785211
  nChanged 1518
		SP:Iteration 4Q (127807.720000 sec): 3 clusters
  Score: Raw -5106971.958368 + Penalty 5134.376266 = -5101837.582102
  nChanged 1696
		SP:Iteration 5F (127808.100000 sec): 3 clusters
  Score: Raw -5107922.615441 + Penalty 5134.376266 = -5102788.239176
  nChanged 1991
		SP:Iteration 6F (127808.410000 sec): 3 clusters
  Score: Raw -5109290.296887 + Penalty 5134.376266 = -5104155.920622
  nChanged 2075
		SP:Iteration 7F (127808.800000 sec): 3 clusters
  Score: Raw -5110954.668927 + Penalty 5134.376266 = -5105820.292662
  nChanged 1951
		SP:Iteration 8F (127809.160000 sec): 3 clusters
  Score: Raw -5112711.184447 + Penalty 5134.376266 = -5107576.808181
  nChanged 1505
		SP:Iteration 9Q (127809.550000 sec): 3 clusters
  Score: Raw -5114064.634712 + Penalty 5134.376266 = -5108930.258447
  nChanged 1028
		SP:Iteration 10Q (127809.970000 sec): 3 clusters
  Score: Raw -5114962.818268 + Penalty 5134.376266 = -5109828.442003
  nChanged 666
		SP:Iteration 11Q (127810.310000 sec): 3 clusters
  Score: Raw -5115509.999647 + Penalty 5134.376266 = -5110375.623381
  nChanged 443
		SP:Iteration 12Q (127810.660000 sec): 3 clusters
  Score: Raw -5115824.196890 + Penalty 5134.376266 = -5110689.820624
  nChanged 275
		SP:Iteration 13Q (127811.010000 sec): 3 clusters
  Score: Raw -5116004.051571 + Penalty 5134.376266 = -5110869.675305
  nChanged 208
		SP:Iteration 14Q (127811.320000 sec): 3 clusters
  Score: Raw -5116134.614085 + Penalty 5134.376266 = -5111000.237819
  nChanged 168
		SP:Iteration 15Q (127811.650000 sec): 3 clusters
  Score: Raw -5116247.368851 + Penalty 5134.376266 = -5111112.992586
  nChanged 128
		SP:Iteration 16Q (127811.990000 sec): 3 clusters
  Score: Raw -5116325.614928 + Penalty 5134.376266 = -5111191.238663
  nChanged 91
		SP:Iteration 17Q (127812.290000 sec): 3 clusters
  Score: Raw -5116381.561495 + Penalty 5134.376266 = -5111247.185230
  nChanged 75
		SP:Iteration 18Q (127812.640000 sec): 3 clusters
  Score: Raw -5116427.568492 + Penalty 5134.376266 = -5111293.192226
  nChanged 65
		SP:Iteration 19Q (127812.990000 sec): 3 clusters
  Score: Raw -5116467.860106 + Penalty 5134.376266 = -5111333.483840
  nChanged 57
		SP:Iteration 20F (127813.330000 sec): 3 clusters
  Score: Raw -5116499.599222 + Penalty 5134.376266 = -5111365.222956
  nChanged 47
		SP:Iteration 21Q (127813.660000 sec): 3 clusters
  Score: Raw -5116522.451805 + Penalty 5134.376266 = -5111388.075540
  nChanged 28
		SP:Iteration 22Q (127814.000000 sec): 3 clusters
  Score: Raw -5116541.001438 + Penalty 5134.376266 = -5111406.625173
  nChanged 29
		SP:Iteration 23Q (127814.360000 sec): 3 clusters
  Score: Raw -5116562.192990 + Penalty 5134.376266 = -5111427.816725
  nChanged 31
		SP:Iteration 24Q (127814.740000 sec): 3 clusters
  Score: Raw -5116579.118408 + Penalty 5134.376266 = -5111444.742142
  nChanged 27
		SP:Iteration 25Q (127815.130000 sec): 3 clusters
  Score: Raw -5116597.555512 + Penalty 5134.376266 = -5111463.179246
  nChanged 31
		SP:Iteration 26Q (127815.440000 sec): 3 clusters
  Score: Raw -5116615.143044 + Penalty 5134.376266 = -5111480.766778
  nChanged 20
		SP:Iteration 27Q (127815.750000 sec): 3 clusters
  Score: Raw -5116629.744179 + Penalty 5134.376266 = -5111495.367913
  nChanged 20
		SP:Iteration 28Q (127816.040000 sec): 3 clusters
  Score: Raw -5116642.082987 + Penalty 5134.376266 = -5111507.706722
  nChanged 19
		SP:Iteration 29Q (127816.390000 sec): 3 clusters
  Score: Raw -5116652.987330 + Penalty 5134.376266 = -5111518.611065
  nChanged 14
		SP:Iteration 30Q (127816.680000 sec): 3 clusters
  Score: Raw -5116662.906120 + Penalty 5134.376266 = -5111528.529855
  nChanged 14
		SP:Iteration 31Q (127817.010000 sec): 3 clusters
  Score: Raw -5116673.058877 + Penalty 5134.376266 = -5111538.682611
  nChanged 17
		SP:Iteration 32Q (127817.360000 sec): 3 clusters
  Score: Raw -5116683.135468 + Penalty 5134.376266 = -5111548.759203
  nChanged 7
		SP:Iteration 33Q (127817.660000 sec): 3 clusters
  Score: Raw -5116687.457082 + Penalty 5134.376266 = -5111553.080817
  nChanged 5
		SP:Iteration 34Q (127818.050000 sec): 3 clusters
  Score: Raw -5116690.870758 + Penalty 5134.376266 = -5111556.494492
  nChanged 6
		SP:Iteration 35Q (127818.310000 sec): 3 clusters
  Score: Raw -5116694.852017 + Penalty 5134.376266 = -5111560.475752
  nChanged 7
		SP:Iteration 36Q (127818.610000 sec): 3 clusters
  Score: Raw -5116700.295129 + Penalty 5134.376266 = -5111565.918863
  nChanged 6
		SP:Iteration 37Q (127818.970000 sec): 3 clusters
  Score: Raw -5116703.837916 + Penalty 5134.376266 = -5111569.461650
  nChanged 5
		SP:Iteration 38Q (127819.360000 sec): 3 clusters
  Score: Raw -5116707.121813 + Penalty 5134.376266 = -5111572.745547
  nChanged 2
		SP:Iteration 39Q (127819.650000 sec): 3 clusters
  Score: Raw -5116708.610263 + Penalty 5134.376266 = -5111574.233997
  nChanged 4
		SP:Iteration 40F (127820.050000 sec): 3 clusters
  Score: Raw -5116710.814938 + Penalty 5134.376266 = -5111576.438672
  nChanged 2
		SP:Iteration 41Q (127820.350000 sec): 3 clusters
  Score: Raw -5116711.547653 + Penalty 5134.376266 = -5111577.171387
  nChanged 0
		SP:Iteration 42F (127820.730000 sec): 3 clusters
  Score: Raw -5116711.547653 + Penalty 5134.376266 = -5111577.171387
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 38 (5183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127820.830000 sec): 2 clusters
  Score: Raw -726756.247696 + Penalty 2121.178551 = -724635.069145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127821.010000 sec): 3 clusters
  Score: Raw -724335.482688 + Penalty 4242.357102 = -720093.125586
  nChanged 1985
		SP:Iteration 1F (127821.160000 sec): 3 clusters
  Score: Raw -725752.129859 + Penalty 4242.357102 = -721509.772757
  nChanged 491
		SP:Iteration 2F (127821.330000 sec): 3 clusters
  Score: Raw -726266.288338 + Penalty 4242.357102 = -722023.931237
  nChanged 394
		SP:Iteration 3F (127821.530000 sec): 3 clusters
  Score: Raw -726663.789364 + Penalty 4242.357102 = -722421.432263
  nChanged 328
		SP:Iteration 4F (127821.670000 sec): 3 clusters
  Score: Raw -726952.101551 + Penalty 4242.357102 = -722709.744449
  nChanged 254
		SP:Iteration 5Q (127821.880000 sec): 3 clusters
  Score: Raw -727146.033732 + Penalty 4242.357102 = -722903.676631
  nChanged 197
		SP:Iteration 6Q (127822.050000 sec): 3 clusters
  Score: Raw -727269.080148 + Penalty 4242.357102 = -723026.723046
  nChanged 142
		SP:Iteration 7Q (127822.220000 sec): 3 clusters
  Score: Raw -727344.795615 + Penalty 4242.357102 = -723102.438513
  nChanged 109
		SP:Iteration 8Q (127822.420000 sec): 3 clusters
  Score: Raw -727399.957903 + Penalty 4242.357102 = -723157.600801
  nChanged 77
		SP:Iteration 9Q (127822.610000 sec): 3 clusters
  Score: Raw -727435.771467 + Penalty 4242.357102 = -723193.414366
  nChanged 62
		SP:Iteration 10Q (127822.800000 sec): 3 clusters
  Score: Raw -727469.844170 + Penalty 4242.357102 = -723227.487068
  nChanged 56
		SP:Iteration 11Q (127822.980000 sec): 3 clusters
  Score: Raw -727493.774468 + Penalty 4242.357102 = -723251.417366
  nChanged 43
		SP:Iteration 12Q (127823.160000 sec): 3 clusters
  Score: Raw -727508.068781 + Penalty 4242.357102 = -723265.711679
  nChanged 32
		SP:Iteration 13Q (127823.350000 sec): 3 clusters
  Score: Raw -727518.503472 + Penalty 4242.357102 = -723276.146371
  nChanged 26
		SP:Iteration 14Q (127823.540000 sec): 3 clusters
  Score: Raw -727529.277665 + Penalty 4242.357102 = -723286.920563
  nChanged 30
		SP:Iteration 15Q (127823.720000 sec): 3 clusters
  Score: Raw -727543.290471 + Penalty 4242.357102 = -723300.933369
  nChanged 32
		SP:Iteration 16Q (127823.930000 sec): 3 clusters
  Score: Raw -727557.403266 + Penalty 4242.357102 = -723315.046164
  nChanged 30
		SP:Iteration 17Q (127824.070000 sec): 3 clusters
  Score: Raw -727574.166685 + Penalty 4242.357102 = -723331.809583
  nChanged 33
		SP:Iteration 18Q (127824.250000 sec): 3 clusters
  Score: Raw -727591.771534 + Penalty 4242.357102 = -723349.414432
  nChanged 34
		SP:Iteration 19Q (127824.450000 sec): 3 clusters
  Score: Raw -727607.706314 + Penalty 4242.357102 = -723365.349212
  nChanged 33
		SP:Iteration 20F (127824.600000 sec): 3 clusters
  Score: Raw -727625.173198 + Penalty 4242.357102 = -723382.816097
  nChanged 35
		SP:Iteration 21Q (127824.820000 sec): 3 clusters
  Score: Raw -727640.177147 + Penalty 4242.357102 = -723397.820045
  nChanged 32
		SP:Iteration 22Q (127824.980000 sec): 3 clusters
  Score: Raw -727657.674465 + Penalty 4242.357102 = -723415.317363
  nChanged 28
		SP:Iteration 23Q (127825.130000 sec): 3 clusters
  Score: Raw -727672.107144 + Penalty 4242.357102 = -723429.750042
  nChanged 36
		SP:Iteration 24Q (127825.310000 sec): 3 clusters
  Score: Raw -727685.401790 + Penalty 4242.357102 = -723443.044688
  nChanged 32
		SP:Iteration 25Q (127825.490000 sec): 3 clusters
  Score: Raw -727695.771074 + Penalty 4242.357102 = -723453.413972
  nChanged 31
		SP:Iteration 26Q (127825.640000 sec): 3 clusters
  Score: Raw -727707.586540 + Penalty 4242.357102 = -723465.229438
  nChanged 31
		SP:Iteration 27Q (127825.810000 sec): 3 clusters
  Score: Raw -727724.651805 + Penalty 4242.357102 = -723482.294703
  nChanged 36
		SP:Iteration 28Q (127825.990000 sec): 3 clusters
  Score: Raw -727739.097129 + Penalty 4242.357102 = -723496.740027
  nChanged 32
		SP:Iteration 29Q (127826.180000 sec): 3 clusters
  Score: Raw -727751.655825 + Penalty 4242.357102 = -723509.298723
  nChanged 33
		SP:Iteration 30Q (127826.370000 sec): 3 clusters
  Score: Raw -727765.177708 + Penalty 4242.357102 = -723522.820606
  nChanged 40
		SP:Iteration 31Q (127826.550000 sec): 3 clusters
  Score: Raw -727784.143113 + Penalty 4242.357102 = -723541.786011
  nChanged 47
		SP:Iteration 32Q (127826.720000 sec): 3 clusters
  Score: Raw -727807.455702 + Penalty 4242.357102 = -723565.098601
  nChanged 35
		SP:Iteration 33Q (127826.880000 sec): 3 clusters
  Score: Raw -727825.430421 + Penalty 4242.357102 = -723583.073319
  nChanged 37
		SP:Iteration 34Q (127827.080000 sec): 3 clusters
  Score: Raw -727846.127762 + Penalty 4242.357102 = -723603.770660
  nChanged 42
		SP:Iteration 35Q (127827.260000 sec): 3 clusters
  Score: Raw -727863.596381 + Penalty 4242.357102 = -723621.239279
  nChanged 39
		SP:Iteration 36Q (127827.410000 sec): 3 clusters
  Score: Raw -727880.395339 + Penalty 4242.357102 = -723638.038237
  nChanged 30
		SP:Iteration 37Q (127827.600000 sec): 3 clusters
  Score: Raw -727891.877863 + Penalty 4242.357102 = -723649.520762
  nChanged 38
		SP:Iteration 38Q (127827.770000 sec): 3 clusters
  Score: Raw -727905.441067 + Penalty 4242.357102 = -723663.083965
  nChanged 28
		SP:Iteration 39Q (127827.990000 sec): 3 clusters
  Score: Raw -727913.471182 + Penalty 4242.357102 = -723671.114080
  nChanged 22
		SP:Iteration 40F (127828.210000 sec): 3 clusters
  Score: Raw -727920.727024 + Penalty 4242.357102 = -723678.369922
  nChanged 22
		SP:Iteration 41Q (127828.410000 sec): 3 clusters
  Score: Raw -727929.553057 + Penalty 4242.357102 = -723687.195955
  nChanged 24
		SP:Iteration 42Q (127828.560000 sec): 3 clusters
  Score: Raw -727939.103324 + Penalty 4242.357102 = -723696.746222
  nChanged 20
		SP:Iteration 43Q (127828.720000 sec): 3 clusters
  Score: Raw -727945.297024 + Penalty 4242.357102 = -723702.939922
  nChanged 18
		SP:Iteration 44Q (127828.920000 sec): 3 clusters
  Score: Raw -727949.961679 + Penalty 4242.357102 = -723707.604577
  nChanged 15
		SP:Iteration 45Q (127829.070000 sec): 3 clusters
  Score: Raw -727954.190403 + Penalty 4242.357102 = -723711.833301
  nChanged 9
		SP:Iteration 46Q (127829.250000 sec): 3 clusters
  Score: Raw -727956.538234 + Penalty 4242.357102 = -723714.181132
  nChanged 7
		SP:Iteration 47Q (127829.420000 sec): 3 clusters
  Score: Raw -727958.381638 + Penalty 4242.357102 = -723716.024537
  nChanged 8
		SP:Iteration 48Q (127829.580000 sec): 3 clusters
  Score: Raw -727962.442856 + Penalty 4242.357102 = -723720.085754
  nChanged 11
		SP:Iteration 49Q (127829.770000 sec): 3 clusters
  Score: Raw -727965.162901 + Penalty 4242.357102 = -723722.805799
  nChanged 12
		SP:Iteration 50Q (127829.970000 sec): 3 clusters
  Score: Raw -727968.544232 + Penalty 4242.357102 = -723726.187131
  nChanged 11
		SP:Iteration 51Q (127830.140000 sec): 3 clusters
  Score: Raw -727971.627699 + Penalty 4242.357102 = -723729.270597
  nChanged 4
		SP:Iteration 52Q (127830.340000 sec): 3 clusters
  Score: Raw -727972.409061 + Penalty 4242.357102 = -723730.051959
  nChanged 5
		SP:Iteration 53Q (127830.500000 sec): 3 clusters
  Score: Raw -727974.092336 + Penalty 4242.357102 = -723731.735234
  nChanged 9
		SP:Iteration 54Q (127830.700000 sec): 3 clusters
  Score: Raw -727976.966287 + Penalty 4242.357102 = -723734.609185
  nChanged 11
		SP:Iteration 55Q (127830.810000 sec): 3 clusters
  Score: Raw -727979.960057 + Penalty 4242.357102 = -723737.602955
  nChanged 9
		SP:Iteration 56Q (127830.980000 sec): 3 clusters
  Score: Raw -727982.065928 + Penalty 4242.357102 = -723739.708826
  nChanged 6
		SP:Iteration 57Q (127831.160000 sec): 3 clusters
  Score: Raw -727983.572512 + Penalty 4242.357102 = -723741.215410
  nChanged 3
		SP:Iteration 58Q (127831.370000 sec): 3 clusters
  Score: Raw -727984.491926 + Penalty 4242.357102 = -723742.134824
  nChanged 6
		SP:Iteration 59Q (127831.510000 sec): 3 clusters
  Score: Raw -727986.059796 + Penalty 4242.357102 = -723743.702694
  nChanged 5
		SP:Iteration 60F (127831.700000 sec): 3 clusters
  Score: Raw -727987.559927 + Penalty 4242.357102 = -723745.202825
  nChanged 4
		SP:Iteration 61Q (127831.880000 sec): 3 clusters
  Score: Raw -727988.449556 + Penalty 4242.357102 = -723746.092454
  nChanged 3
		SP:Iteration 62Q (127832.050000 sec): 3 clusters
  Score: Raw -727989.205625 + Penalty 4242.357102 = -723746.848524
  nChanged 5
		SP:Iteration 63Q (127832.230000 sec): 3 clusters
  Score: Raw -727990.466983 + Penalty 4242.357102 = -723748.109882
  nChanged 13
		SP:Iteration 64Q (127832.360000 sec): 3 clusters
  Score: Raw -727993.666969 + Penalty 4242.357102 = -723751.309867
  nChanged 8
		SP:Iteration 65Q (127832.530000 sec): 3 clusters
  Score: Raw -727996.445647 + Penalty 4242.357102 = -723754.088545
  nChanged 14
		SP:Iteration 66Q (127832.700000 sec): 3 clusters
  Score: Raw -727999.689081 + Penalty 4242.357102 = -723757.331979
  nChanged 3
		SP:Iteration 67Q (127832.900000 sec): 3 clusters
  Score: Raw -728000.265340 + Penalty 4242.357102 = -723757.908238
  nChanged 1
		SP:Iteration 68Q (127833.100000 sec): 3 clusters
  Score: Raw -728000.452359 + Penalty 4242.357102 = -723758.095258
  nChanged 1
		SP:Iteration 69Q (127833.300000 sec): 3 clusters
  Score: Raw -728001.011916 + Penalty 4242.357102 = -723758.654814
  nChanged 4
		SP:Iteration 70Q (127833.430000 sec): 3 clusters
  Score: Raw -728001.925309 + Penalty 4242.357102 = -723759.568207
  nChanged 2
		SP:Iteration 71Q (127833.590000 sec): 3 clusters
  Score: Raw -728002.291209 + Penalty 4242.357102 = -723759.934107
  nChanged 1
		SP:Iteration 72Q (127833.740000 sec): 3 clusters
  Score: Raw -728002.550278 + Penalty 4242.357102 = -723760.193176
  nChanged 1
		SP:Iteration 73Q (127833.940000 sec): 3 clusters
  Score: Raw -728002.815736 + Penalty 4242.357102 = -723760.458635
  nChanged 1
		SP:Iteration 74Q (127834.100000 sec): 3 clusters
  Score: Raw -728002.929005 + Penalty 4242.357102 = -723760.571904
  nChanged 0
		SP:Iteration 75F (127834.280000 sec): 3 clusters
  Score: Raw -728002.929005 + Penalty 4242.357102 = -723760.571904
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 39 (37786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127834.550000 sec): 2 clusters
  Score: Raw -6016646.016095 + Penalty 2613.844098 = -6014032.171997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127835.020000 sec): 3 clusters
  Score: Raw -5993543.646307 + Penalty 5227.688196 = -5988315.958112
  nChanged 17188
		SP:Iteration 1F (127835.450000 sec): 3 clusters
  Score: Raw -6002953.709382 + Penalty 5227.688196 = -5997726.021186
  nChanged 1893
		SP:Iteration 2F (127835.830000 sec): 3 clusters
  Score: Raw -6003652.639656 + Penalty 5227.688196 = -5998424.951461
  nChanged 1849
		SP:Iteration 3Q (127836.280000 sec): 3 clusters
  Score: Raw -6004397.460330 + Penalty 5227.688196 = -5999169.772134
  nChanged 2007
		SP:Iteration 4F (127836.670000 sec): 3 clusters
  Score: Raw -6005325.869054 + Penalty 5227.688196 = -6000098.180858
  nChanged 2169
		SP:Iteration 5F (127837.000000 sec): 3 clusters
  Score: Raw -6006493.579513 + Penalty 5227.688196 = -6001265.891317
  nChanged 2331
		SP:Iteration 6F (127837.450000 sec): 3 clusters
  Score: Raw -6007899.481318 + Penalty 5227.688196 = -6002671.793123
  nChanged 2376
		SP:Iteration 7F (127837.930000 sec): 3 clusters
  Score: Raw -6009452.558704 + Penalty 5227.688196 = -6004224.870508
  nChanged 2183
		SP:Iteration 8F (127838.370000 sec): 3 clusters
  Score: Raw -6010930.082691 + Penalty 5227.688196 = -6005702.394496
  nChanged 1864
		SP:Iteration 9Q (127838.860000 sec): 3 clusters
  Score: Raw -6012183.619074 + Penalty 5227.688196 = -6006955.930878
  nChanged 1460
		SP:Iteration 10Q (127839.360000 sec): 3 clusters
  Score: Raw -6013164.872099 + Penalty 5227.688196 = -6007937.183904
  nChanged 1208
		SP:Iteration 11Q (127839.770000 sec): 3 clusters
  Score: Raw -6013986.407451 + Penalty 5227.688196 = -6008758.719255
  nChanged 910
		SP:Iteration 12Q (127840.170000 sec): 3 clusters
  Score: Raw -6014597.269762 + Penalty 5227.688196 = -6009369.581567
  nChanged 733
		SP:Iteration 13Q (127840.640000 sec): 3 clusters
  Score: Raw -6015058.606792 + Penalty 5227.688196 = -6009830.918597
  nChanged 581
		SP:Iteration 14Q (127841.040000 sec): 3 clusters
  Score: Raw -6015441.012322 + Penalty 5227.688196 = -6010213.324126
  nChanged 476
		SP:Iteration 15Q (127841.480000 sec): 3 clusters
  Score: Raw -6015753.605280 + Penalty 5227.688196 = -6010525.917085
  nChanged 379
		SP:Iteration 16Q (127841.910000 sec): 3 clusters
  Score: Raw -6015989.071654 + Penalty 5227.688196 = -6010761.383458
  nChanged 275
		SP:Iteration 17Q (127842.340000 sec): 3 clusters
  Score: Raw -6016149.765855 + Penalty 5227.688196 = -6010922.077660
  nChanged 227
		SP:Iteration 18Q (127842.770000 sec): 3 clusters
  Score: Raw -6016281.963975 + Penalty 5227.688196 = -6011054.275779
  nChanged 200
		SP:Iteration 19Q (127843.100000 sec): 3 clusters
  Score: Raw -6016396.842644 + Penalty 5227.688196 = -6011169.154449
  nChanged 181
		SP:Iteration 20F (127843.370000 sec): 3 clusters
  Score: Raw -6016504.312911 + Penalty 5227.688196 = -6011276.624715
  nChanged 156
		SP:Iteration 21Q (127843.710000 sec): 3 clusters
  Score: Raw -6016596.871699 + Penalty 5227.688196 = -6011369.183504
  nChanged 133
		SP:Iteration 22Q (127844.020000 sec): 3 clusters
  Score: Raw -6016660.920448 + Penalty 5227.688196 = -6011433.232253
  nChanged 120
		SP:Iteration 23Q (127844.390000 sec): 3 clusters
  Score: Raw -6016721.270721 + Penalty 5227.688196 = -6011493.582526
  nChanged 95
		SP:Iteration 24Q (127844.820000 sec): 3 clusters
  Score: Raw -6016763.724951 + Penalty 5227.688196 = -6011536.036756
  nChanged 71
		SP:Iteration 25Q (127845.200000 sec): 3 clusters
  Score: Raw -6016797.708991 + Penalty 5227.688196 = -6011570.020796
  nChanged 60
		SP:Iteration 26Q (127845.570000 sec): 3 clusters
  Score: Raw -6016820.452069 + Penalty 5227.688196 = -6011592.763873
  nChanged 46
		SP:Iteration 27Q (127845.940000 sec): 3 clusters
  Score: Raw -6016838.044394 + Penalty 5227.688196 = -6011610.356199
  nChanged 42
		SP:Iteration 28Q (127846.240000 sec): 3 clusters
  Score: Raw -6016855.233289 + Penalty 5227.688196 = -6011627.545094
  nChanged 35
		SP:Iteration 29Q (127846.650000 sec): 3 clusters
  Score: Raw -6016870.998772 + Penalty 5227.688196 = -6011643.310577
  nChanged 39
		SP:Iteration 30Q (127847.000000 sec): 3 clusters
  Score: Raw -6016885.756259 + Penalty 5227.688196 = -6011658.068063
  nChanged 25
		SP:Iteration 31Q (127847.340000 sec): 3 clusters
  Score: Raw -6016895.460168 + Penalty 5227.688196 = -6011667.771972
  nChanged 31
		SP:Iteration 32Q (127847.740000 sec): 3 clusters
  Score: Raw -6016906.115055 + Penalty 5227.688196 = -6011678.426859
  nChanged 29
		SP:Iteration 33Q (127848.130000 sec): 3 clusters
  Score: Raw -6016917.951696 + Penalty 5227.688196 = -6011690.263501
  nChanged 30
		SP:Iteration 34Q (127848.480000 sec): 3 clusters
  Score: Raw -6016930.410053 + Penalty 5227.688196 = -6011702.721857
  nChanged 26
		SP:Iteration 35Q (127848.840000 sec): 3 clusters
  Score: Raw -6016939.527868 + Penalty 5227.688196 = -6011711.839672
  nChanged 22
		SP:Iteration 36Q (127849.160000 sec): 3 clusters
  Score: Raw -6016948.898002 + Penalty 5227.688196 = -6011721.209807
  nChanged 19
		SP:Iteration 37Q (127849.550000 sec): 3 clusters
  Score: Raw -6016955.772022 + Penalty 5227.688196 = -6011728.083826
  nChanged 18
		SP:Iteration 38Q (127849.920000 sec): 3 clusters
  Score: Raw -6016962.938108 + Penalty 5227.688196 = -6011735.249913
  nChanged 18
		SP:Iteration 39Q (127850.310000 sec): 3 clusters
  Score: Raw -6016969.842890 + Penalty 5227.688196 = -6011742.154694
  nChanged 18
		SP:Iteration 40F (127850.660000 sec): 3 clusters
  Score: Raw -6016975.854084 + Penalty 5227.688196 = -6011748.165888
  nChanged 15
		SP:Iteration 41Q (127851.020000 sec): 3 clusters
  Score: Raw -6016981.544310 + Penalty 5227.688196 = -6011753.856114
  nChanged 9
		SP:Iteration 42Q (127851.400000 sec): 3 clusters
  Score: Raw -6016985.415227 + Penalty 5227.688196 = -6011757.727032
  nChanged 11
		SP:Iteration 43Q (127851.770000 sec): 3 clusters
  Score: Raw -6016990.955088 + Penalty 5227.688196 = -6011763.266892
  nChanged 13
		SP:Iteration 44Q (127852.120000 sec): 3 clusters
  Score: Raw -6016996.875828 + Penalty 5227.688196 = -6011769.187633
  nChanged 13
		SP:Iteration 45Q (127852.450000 sec): 3 clusters
  Score: Raw -6017003.375607 + Penalty 5227.688196 = -6011775.687411
  nChanged 14
		SP:Iteration 46Q (127852.850000 sec): 3 clusters
  Score: Raw -6017008.693489 + Penalty 5227.688196 = -6011781.005293
  nChanged 10
		SP:Iteration 47Q (127853.210000 sec): 3 clusters
  Score: Raw -6017013.734954 + Penalty 5227.688196 = -6011786.046759
  nChanged 7
		SP:Iteration 48Q (127853.600000 sec): 3 clusters
  Score: Raw -6017016.219902 + Penalty 5227.688196 = -6011788.531707
  nChanged 4
		SP:Iteration 49Q (127853.930000 sec): 3 clusters
  Score: Raw -6017017.475109 + Penalty 5227.688196 = -6011789.786913
  nChanged 3
		SP:Iteration 50Q (127854.250000 sec): 3 clusters
  Score: Raw -6017018.319991 + Penalty 5227.688196 = -6011790.631795
  nChanged 2
		SP:Iteration 51Q (127854.610000 sec): 3 clusters
  Score: Raw -6017019.164170 + Penalty 5227.688196 = -6011791.475974
  nChanged 2
		SP:Iteration 52Q (127854.920000 sec): 3 clusters
  Score: Raw -6017019.944689 + Penalty 5227.688196 = -6011792.256493
  nChanged 3
		SP:Iteration 53Q (127855.330000 sec): 3 clusters
  Score: Raw -6017020.991584 + Penalty 5227.688196 = -6011793.303388
  nChanged 3
		SP:Iteration 54Q (127855.730000 sec): 3 clusters
  Score: Raw -6017022.188226 + Penalty 5227.688196 = -6011794.500030
  nChanged 3
		SP:Iteration 55Q (127856.090000 sec): 3 clusters
  Score: Raw -6017023.669291 + Penalty 5227.688196 = -6011795.981096
  nChanged 6
		SP:Iteration 56Q (127856.470000 sec): 3 clusters
  Score: Raw -6017025.800589 + Penalty 5227.688196 = -6011798.112394
  nChanged 4
		SP:Iteration 57Q (127856.910000 sec): 3 clusters
  Score: Raw -6017026.869548 + Penalty 5227.688196 = -6011799.181353
  nChanged 1
		SP:Iteration 58Q (127857.360000 sec): 3 clusters
  Score: Raw -6017027.115761 + Penalty 5227.688196 = -6011799.427565
  nChanged 1
		SP:Iteration 59Q (127857.810000 sec): 3 clusters
  Score: Raw -6017027.420003 + Penalty 5227.688196 = -6011799.731807
  nChanged 1
		SP:Iteration 60F (127858.320000 sec): 3 clusters
  Score: Raw -6017027.673402 + Penalty 5227.688196 = -6011799.985206
  nChanged 1
		SP:Iteration 61Q (127858.670000 sec): 3 clusters
  Score: Raw -6017027.994672 + Penalty 5227.688196 = -6011800.306477
  nChanged 0
		SP:Iteration 62F (127859.070000 sec): 3 clusters
  Score: Raw -6017027.994672 + Penalty 5227.688196 = -6011800.306477
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 40 (350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127859.150000 sec): 2 clusters
  Score: Raw -39807.032731 + Penalty 1452.767422 = -38354.265309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127859.270000 sec): 3 clusters
  Score: Raw -40229.145489 + Penalty 2905.534845 = -37323.610644
  nChanged 99
		SP:Iteration 1F (127859.430000 sec): 3 clusters
  Score: Raw -40602.789564 + Penalty 2905.534845 = -37697.254719
  nChanged 32
		SP:Iteration 2F (127859.540000 sec): 3 clusters
  Score: Raw -40732.583791 + Penalty 2905.534845 = -37827.048946
  nChanged 14
		SP:Iteration 3Q (127859.710000 sec): 3 clusters
  Score: Raw -40799.233310 + Penalty 2905.534845 = -37893.698466
  nChanged 6
		SP:Iteration 4Q (127859.880000 sec): 3 clusters
  Score: Raw -40821.814944 + Penalty 2905.534845 = -37916.280099
  nChanged 5
		SP:Iteration 5Q (127860.050000 sec): 3 clusters
  Score: Raw -40891.831762 + Penalty 2905.534845 = -37986.296917
  nChanged 4
		SP:Iteration 6Q (127860.210000 sec): 3 clusters
  Score: Raw -40895.246866 + Penalty 2905.534845 = -37989.712021
  nChanged 2
		SP:Iteration 7Q (127860.380000 sec): 3 clusters
  Score: Raw -40897.416036 + Penalty 2905.534845 = -37991.881191
  nChanged 3
		SP:Iteration 8Q (127860.560000 sec): 3 clusters
  Score: Raw -40901.812300 + Penalty 2905.534845 = -37996.277456
  nChanged 0
		SP:Iteration 9F (127860.770000 sec): 3 clusters
  Score: Raw -40901.812300 + Penalty 2905.534845 = -37996.277456
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 41 (36445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127861.070000 sec): 2 clusters
  Score: Raw -5366697.550967 + Penalty 2604.882769 = -5364092.668198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127861.510000 sec): 3 clusters
  Score: Raw -5344551.689769 + Penalty 5209.765539 = -5339341.924231
  nChanged 16625
		SP:Iteration 1F (127861.930000 sec): 3 clusters
  Score: Raw -5354365.528005 + Penalty 5209.765539 = -5349155.762466
  nChanged 2246
		SP:Iteration 2F (127862.270000 sec): 3 clusters
  Score: Raw -5355589.268980 + Penalty 5209.765539 = -5350379.503441
  nChanged 2366
		SP:Iteration 3F (127862.770000 sec): 3 clusters
  Score: Raw -5356955.008046 + Penalty 5209.765539 = -5351745.242507
  nChanged 2316
		SP:Iteration 4F (127863.150000 sec): 3 clusters
  Score: Raw -5358260.978914 + Penalty 5209.765539 = -5353051.213376
  nChanged 2173
		SP:Iteration 5F (127863.620000 sec): 3 clusters
  Score: Raw -5359502.839609 + Penalty 5209.765539 = -5354293.074070
  nChanged 2039
		SP:Iteration 6F (127863.980000 sec): 3 clusters
  Score: Raw -5360542.172667 + Penalty 5209.765539 = -5355332.407128
  nChanged 1690
		SP:Iteration 7Q (127864.460000 sec): 3 clusters
  Score: Raw -5361382.984514 + Penalty 5209.765539 = -5356173.218975
  nChanged 1458
		SP:Iteration 8Q (127864.840000 sec): 3 clusters
  Score: Raw -5362084.915154 + Penalty 5209.765539 = -5356875.149615
  nChanged 1179
		SP:Iteration 9Q (127865.280000 sec): 3 clusters
  Score: Raw -5362623.750209 + Penalty 5209.765539 = -5357413.984670
  nChanged 1105
		SP:Iteration 10Q (127865.740000 sec): 3 clusters
  Score: Raw -5363098.341712 + Penalty 5209.765539 = -5357888.576173
  nChanged 922
		SP:Iteration 11Q (127866.210000 sec): 3 clusters
  Score: Raw -5363493.801045 + Penalty 5209.765539 = -5358284.035507
  nChanged 837
		SP:Iteration 12Q (127866.610000 sec): 3 clusters
  Score: Raw -5363847.693439 + Penalty 5209.765539 = -5358637.927900
  nChanged 812
		SP:Iteration 13Q (127867.050000 sec): 3 clusters
  Score: Raw -5364203.791817 + Penalty 5209.765539 = -5358994.026278
  nChanged 807
		SP:Iteration 14Q (127867.470000 sec): 3 clusters
  Score: Raw -5364571.956908 + Penalty 5209.765539 = -5359362.191370
  nChanged 781
		SP:Iteration 15Q (127867.970000 sec): 3 clusters
  Score: Raw -5364926.857752 + Penalty 5209.765539 = -5359717.092213
  nChanged 720
		SP:Iteration 16Q (127868.420000 sec): 3 clusters
  Score: Raw -5365273.080548 + Penalty 5209.765539 = -5360063.315010
  nChanged 660
		SP:Iteration 17Q (127868.850000 sec): 3 clusters
  Score: Raw -5365574.203146 + Penalty 5209.765539 = -5360364.437607
  nChanged 640
		SP:Iteration 18Q (127869.290000 sec): 3 clusters
  Score: Raw -5365862.147825 + Penalty 5209.765539 = -5360652.382286
  nChanged 519
		SP:Iteration 19Q (127869.720000 sec): 3 clusters
  Score: Raw -5366107.852849 + Penalty 5209.765539 = -5360898.087310
  nChanged 452
		SP:Iteration 20F (127870.170000 sec): 3 clusters
  Score: Raw -5366316.245959 + Penalty 5209.765539 = -5361106.480421
  nChanged 398
		SP:Iteration 21Q (127870.560000 sec): 3 clusters
  Score: Raw -5366486.557091 + Penalty 5209.765539 = -5361276.791553
  nChanged 326
		SP:Iteration 22Q (127870.870000 sec): 3 clusters
  Score: Raw -5366628.050666 + Penalty 5209.765539 = -5361418.285128
  nChanged 263
		SP:Iteration 23Q (127871.350000 sec): 3 clusters
  Score: Raw -5366734.667300 + Penalty 5209.765539 = -5361524.901761
  nChanged 220
		SP:Iteration 24Q (127871.800000 sec): 3 clusters
  Score: Raw -5366828.407789 + Penalty 5209.765539 = -5361618.642250
  nChanged 189
		SP:Iteration 25Q (127872.190000 sec): 3 clusters
  Score: Raw -5366905.995482 + Penalty 5209.765539 = -5361696.229943
  nChanged 159
		SP:Iteration 26Q (127872.640000 sec): 3 clusters
  Score: Raw -5366968.656138 + Penalty 5209.765539 = -5361758.890599
  nChanged 127
		SP:Iteration 27Q (127873.020000 sec): 3 clusters
  Score: Raw -5367024.202028 + Penalty 5209.765539 = -5361814.436489
  nChanged 126
		SP:Iteration 28Q (127873.460000 sec): 3 clusters
  Score: Raw -5367077.302580 + Penalty 5209.765539 = -5361867.537041
  nChanged 97
		SP:Iteration 29Q (127873.740000 sec): 3 clusters
  Score: Raw -5367116.502623 + Penalty 5209.765539 = -5361906.737085
  nChanged 84
		SP:Iteration 30Q (127874.190000 sec): 3 clusters
  Score: Raw -5367149.866899 + Penalty 5209.765539 = -5361940.101360
  nChanged 69
		SP:Iteration 31Q (127874.660000 sec): 3 clusters
  Score: Raw -5367180.085366 + Penalty 5209.765539 = -5361970.319828
  nChanged 56
		SP:Iteration 32Q (127875.060000 sec): 3 clusters
  Score: Raw -5367204.835539 + Penalty 5209.765539 = -5361995.070000
  nChanged 46
		SP:Iteration 33Q (127875.490000 sec): 3 clusters
  Score: Raw -5367221.987715 + Penalty 5209.765539 = -5362012.222176
  nChanged 37
		SP:Iteration 34Q (127875.870000 sec): 3 clusters
  Score: Raw -5367236.974653 + Penalty 5209.765539 = -5362027.209115
  nChanged 29
		SP:Iteration 35Q (127876.320000 sec): 3 clusters
  Score: Raw -5367249.785613 + Penalty 5209.765539 = -5362040.020074
  nChanged 29
		SP:Iteration 36Q (127876.580000 sec): 3 clusters
  Score: Raw -5367262.044137 + Penalty 5209.765539 = -5362052.278598
  nChanged 33
		SP:Iteration 37Q (127877.040000 sec): 3 clusters
  Score: Raw -5367273.072966 + Penalty 5209.765539 = -5362063.307427
  nChanged 20
		SP:Iteration 38Q (127877.440000 sec): 3 clusters
  Score: Raw -5367280.338179 + Penalty 5209.765539 = -5362070.572640
  nChanged 19
		SP:Iteration 39Q (127877.870000 sec): 3 clusters
  Score: Raw -5367289.626785 + Penalty 5209.765539 = -5362079.861247
  nChanged 26
		SP:Iteration 40F (127878.280000 sec): 3 clusters
  Score: Raw -5367301.142086 + Penalty 5209.765539 = -5362091.376548
  nChanged 23
		SP:Iteration 41Q (127878.750000 sec): 3 clusters
  Score: Raw -5367312.179473 + Penalty 5209.765539 = -5362102.413935
  nChanged 24
		SP:Iteration 42Q (127879.180000 sec): 3 clusters
  Score: Raw -5367320.714613 + Penalty 5209.765539 = -5362110.949074
  nChanged 21
		SP:Iteration 43Q (127879.540000 sec): 3 clusters
  Score: Raw -5367328.821846 + Penalty 5209.765539 = -5362119.056307
  nChanged 13
		SP:Iteration 44Q (127879.990000 sec): 3 clusters
  Score: Raw -5367333.931224 + Penalty 5209.765539 = -5362124.165686
  nChanged 14
		SP:Iteration 45Q (127880.410000 sec): 3 clusters
  Score: Raw -5367340.744253 + Penalty 5209.765539 = -5362130.978714
  nChanged 15
		SP:Iteration 46Q (127880.810000 sec): 3 clusters
  Score: Raw -5367348.910196 + Penalty 5209.765539 = -5362139.144657
  nChanged 13
		SP:Iteration 47Q (127881.190000 sec): 3 clusters
  Score: Raw -5367353.120723 + Penalty 5209.765539 = -5362143.355184
  nChanged 8
		SP:Iteration 48Q (127881.600000 sec): 3 clusters
  Score: Raw -5367355.794106 + Penalty 5209.765539 = -5362146.028567
  nChanged 6
		SP:Iteration 49Q (127882.060000 sec): 3 clusters
  Score: Raw -5367358.298402 + Penalty 5209.765539 = -5362148.532864
  nChanged 9
		SP:Iteration 50Q (127882.540000 sec): 3 clusters
  Score: Raw -5367362.293779 + Penalty 5209.765539 = -5362152.528240
  nChanged 7
		SP:Iteration 51Q (127882.940000 sec): 3 clusters
  Score: Raw -5367363.846509 + Penalty 5209.765539 = -5362154.080970
  nChanged 3
		SP:Iteration 52Q (127883.300000 sec): 3 clusters
  Score: Raw -5367364.696508 + Penalty 5209.765539 = -5362154.930970
  nChanged 4
		SP:Iteration 53Q (127883.690000 sec): 3 clusters
  Score: Raw -5367365.496307 + Penalty 5209.765539 = -5362155.730768
  nChanged 0
		SP:Iteration 54F (127884.090000 sec): 3 clusters
  Score: Raw -5367365.496307 + Penalty 5209.765539 = -5362155.730768
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 42 (2964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127884.220000 sec): 2 clusters
  Score: Raw -454000.811579 + Penalty 1982.585157 = -452018.226422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127884.350000 sec): 3 clusters
  Score: Raw -452757.524944 + Penalty 3965.170313 = -448792.354630
  nChanged 1013
		SP:Iteration 1F (127884.590000 sec): 3 clusters
  Score: Raw -453452.551390 + Penalty 3965.170313 = -449487.381077
  nChanged 255
		SP:Iteration 2F (127884.710000 sec): 3 clusters
  Score: Raw -453662.586204 + Penalty 3965.170313 = -449697.415891
  nChanged 157
		SP:Iteration 3F (127884.890000 sec): 3 clusters
  Score: Raw -453785.680826 + Penalty 3965.170313 = -449820.510513
  nChanged 113
		SP:Iteration 4Q (127885.070000 sec): 3 clusters
  Score: Raw -453880.050892 + Penalty 3965.170313 = -449914.880579
  nChanged 108
		SP:Iteration 5Q (127885.240000 sec): 3 clusters
  Score: Raw -453967.896064 + Penalty 3965.170313 = -450002.725751
  nChanged 83
		SP:Iteration 6Q (127885.420000 sec): 3 clusters
  Score: Raw -454034.607957 + Penalty 3965.170313 = -450069.437644
  nChanged 82
		SP:Iteration 7Q (127885.570000 sec): 3 clusters
  Score: Raw -454099.514017 + Penalty 3965.170313 = -450134.343703
  nChanged 86
		SP:Iteration 8Q (127885.730000 sec): 3 clusters
  Score: Raw -454173.418751 + Penalty 3965.170313 = -450208.248438
  nChanged 85
		SP:Iteration 9Q (127885.880000 sec): 3 clusters
  Score: Raw -454242.732180 + Penalty 3965.170313 = -450277.561866
  nChanged 79
		SP:Iteration 10Q (127886.050000 sec): 3 clusters
  Score: Raw -454311.303531 + Penalty 3965.170313 = -450346.133217
  nChanged 71
		SP:Iteration 11Q (127886.230000 sec): 3 clusters
  Score: Raw -454383.981097 + Penalty 3965.170313 = -450418.810783
  nChanged 83
		SP:Iteration 12Q (127886.400000 sec): 3 clusters
  Score: Raw -454484.089453 + Penalty 3965.170313 = -450518.919140
  nChanged 87
		SP:Iteration 13Q (127886.580000 sec): 3 clusters
  Score: Raw -454601.022943 + Penalty 3965.170313 = -450635.852630
  nChanged 90
		SP:Iteration 14Q (127886.750000 sec): 3 clusters
  Score: Raw -454705.862261 + Penalty 3965.170313 = -450740.691948
  nChanged 73
		SP:Iteration 15Q (127886.930000 sec): 3 clusters
  Score: Raw -454760.122290 + Penalty 3965.170313 = -450794.951976
  nChanged 54
		SP:Iteration 16Q (127887.150000 sec): 3 clusters
  Score: Raw -454800.568841 + Penalty 3965.170313 = -450835.398528
  nChanged 38
		SP:Iteration 17Q (127887.270000 sec): 3 clusters
  Score: Raw -454829.680299 + Penalty 3965.170313 = -450864.509986
  nChanged 31
		SP:Iteration 18Q (127887.450000 sec): 3 clusters
  Score: Raw -454848.027056 + Penalty 3965.170313 = -450882.856742
  nChanged 23
		SP:Iteration 19Q (127887.650000 sec): 3 clusters
  Score: Raw -454866.493595 + Penalty 3965.170313 = -450901.323281
  nChanged 17
		SP:Iteration 20F (127887.830000 sec): 3 clusters
  Score: Raw -454879.398777 + Penalty 3965.170313 = -450914.228464
  nChanged 14
		SP:Iteration 21Q (127888.010000 sec): 3 clusters
  Score: Raw -454888.514944 + Penalty 3965.170313 = -450923.344631
  nChanged 12
		SP:Iteration 22Q (127888.180000 sec): 3 clusters
  Score: Raw -454895.831994 + Penalty 3965.170313 = -450930.661681
  nChanged 9
		SP:Iteration 23Q (127888.360000 sec): 3 clusters
  Score: Raw -454900.892494 + Penalty 3965.170313 = -450935.722181
  nChanged 6
		SP:Iteration 24Q (127888.530000 sec): 3 clusters
  Score: Raw -454903.768893 + Penalty 3965.170313 = -450938.598579
  nChanged 3
		SP:Iteration 25Q (127888.670000 sec): 3 clusters
  Score: Raw -454905.883346 + Penalty 3965.170313 = -450940.713033
  nChanged 3
		SP:Iteration 26Q (127888.820000 sec): 3 clusters
  Score: Raw -454907.092246 + Penalty 3965.170313 = -450941.921933
  nChanged 0
		SP:Iteration 27F (127888.950000 sec): 3 clusters
  Score: Raw -454907.092246 + Penalty 3965.170313 = -450941.921933
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 43 (18261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127889.210000 sec): 2 clusters
  Score: Raw -2872215.249854 + Penalty 2433.505683 = -2869781.744170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127889.490000 sec): 3 clusters
  Score: Raw -2861720.511733 + Penalty 4867.011367 = -2856853.500366
  nChanged 7982
		SP:Iteration 1F (127889.790000 sec): 3 clusters
  Score: Raw -2865899.553130 + Penalty 4867.011367 = -2861032.541763
  nChanged 1023
		SP:Iteration 2F (127890.140000 sec): 3 clusters
  Score: Raw -2866327.529797 + Penalty 4867.011367 = -2861460.518430
  nChanged 1005
		SP:Iteration 3F (127890.420000 sec): 3 clusters
  Score: Raw -2866805.938206 + Penalty 4867.011367 = -2861938.926839
  nChanged 1058
		SP:Iteration 4F (127890.740000 sec): 3 clusters
  Score: Raw -2867449.353352 + Penalty 4867.011367 = -2862582.341985
  nChanged 1246
		SP:Iteration 5F (127890.980000 sec): 3 clusters
  Score: Raw -2868357.156412 + Penalty 4867.011367 = -2863490.145045
  nChanged 1361
		SP:Iteration 6F (127891.280000 sec): 3 clusters
  Score: Raw -2869536.987655 + Penalty 4867.011367 = -2864669.976288
  nChanged 1392
		SP:Iteration 7F (127891.620000 sec): 3 clusters
  Score: Raw -2870858.490201 + Penalty 4867.011367 = -2865991.478834
  nChanged 1186
		SP:Iteration 8F (127891.890000 sec): 3 clusters
  Score: Raw -2871856.766357 + Penalty 4867.011367 = -2866989.754990
  nChanged 800
		SP:Iteration 9Q (127892.210000 sec): 3 clusters
  Score: Raw -2872358.221450 + Penalty 4867.011367 = -2867491.210083
  nChanged 470
		SP:Iteration 10Q (127892.540000 sec): 3 clusters
  Score: Raw -2872598.934651 + Penalty 4867.011367 = -2867731.923284
  nChanged 315
		SP:Iteration 11Q (127892.810000 sec): 3 clusters
  Score: Raw -2872723.003829 + Penalty 4867.011367 = -2867855.992462
  nChanged 177
		SP:Iteration 12Q (127893.120000 sec): 3 clusters
  Score: Raw -2872783.480731 + Penalty 4867.011367 = -2867916.469364
  nChanged 122
		SP:Iteration 13Q (127893.450000 sec): 3 clusters
  Score: Raw -2872819.065799 + Penalty 4867.011367 = -2867952.054432
  nChanged 94
		SP:Iteration 14Q (127893.770000 sec): 3 clusters
  Score: Raw -2872844.394134 + Penalty 4867.011367 = -2867977.382767
  nChanged 67
		SP:Iteration 15Q (127894.030000 sec): 3 clusters
  Score: Raw -2872861.810979 + Penalty 4867.011367 = -2867994.799613
  nChanged 54
		SP:Iteration 16Q (127894.340000 sec): 3 clusters
  Score: Raw -2872874.679831 + Penalty 4867.011367 = -2868007.668464
  nChanged 37
		SP:Iteration 17Q (127894.660000 sec): 3 clusters
  Score: Raw -2872882.948860 + Penalty 4867.011367 = -2868015.937493
  nChanged 20
		SP:Iteration 18Q (127894.950000 sec): 3 clusters
  Score: Raw -2872887.227685 + Penalty 4867.011367 = -2868020.216318
  nChanged 14
		SP:Iteration 19Q (127895.220000 sec): 3 clusters
  Score: Raw -2872889.662056 + Penalty 4867.011367 = -2868022.650689
  nChanged 10
		SP:Iteration 20F (127895.580000 sec): 3 clusters
  Score: Raw -2872891.251564 + Penalty 4867.011367 = -2868024.240197
  nChanged 9
		SP:Iteration 21Q (127895.860000 sec): 3 clusters
  Score: Raw -2872893.062206 + Penalty 4867.011367 = -2868026.050839
  nChanged 8
		SP:Iteration 22Q (127896.160000 sec): 3 clusters
  Score: Raw -2872894.887245 + Penalty 4867.011367 = -2868027.875878
  nChanged 8
		SP:Iteration 23Q (127896.400000 sec): 3 clusters
  Score: Raw -2872896.446988 + Penalty 4867.011367 = -2868029.435621
  nChanged 6
		SP:Iteration 24Q (127896.690000 sec): 3 clusters
  Score: Raw -2872897.253304 + Penalty 4867.011367 = -2868030.241937
  nChanged 4
		SP:Iteration 25Q (127896.990000 sec): 3 clusters
  Score: Raw -2872897.993190 + Penalty 4867.011367 = -2868030.981824
  nChanged 3
		SP:Iteration 26Q (127897.230000 sec): 3 clusters
  Score: Raw -2872898.576726 + Penalty 4867.011367 = -2868031.565359
  nChanged 4
		SP:Iteration 27Q (127897.560000 sec): 3 clusters
  Score: Raw -2872899.431887 + Penalty 4867.011367 = -2868032.420520
  nChanged 2
		SP:Iteration 28Q (127897.800000 sec): 3 clusters
  Score: Raw -2872899.730095 + Penalty 4867.011367 = -2868032.718728
  nChanged 3
		SP:Iteration 29Q (127898.100000 sec): 3 clusters
  Score: Raw -2872900.309518 + Penalty 4867.011367 = -2868033.298151
  nChanged 6
		SP:Iteration 30Q (127898.380000 sec): 3 clusters
  Score: Raw -2872901.430406 + Penalty 4867.011367 = -2868034.419039
  nChanged 6
		SP:Iteration 31Q (127898.700000 sec): 3 clusters
  Score: Raw -2872902.777402 + Penalty 4867.011367 = -2868035.766035
  nChanged 5
		SP:Iteration 32Q (127899.020000 sec): 3 clusters
  Score: Raw -2872903.583063 + Penalty 4867.011367 = -2868036.571696
  nChanged 4
		SP:Iteration 33Q (127899.340000 sec): 3 clusters
  Score: Raw -2872904.583734 + Penalty 4867.011367 = -2868037.572367
  nChanged 5
		SP:Iteration 34Q (127899.640000 sec): 3 clusters
  Score: Raw -2872905.477020 + Penalty 4867.011367 = -2868038.465653
  nChanged 2
		SP:Iteration 35Q (127899.920000 sec): 3 clusters
  Score: Raw -2872905.844804 + Penalty 4867.011367 = -2868038.833437
  nChanged 2
		SP:Iteration 36Q (127900.250000 sec): 3 clusters
  Score: Raw -2872906.118975 + Penalty 4867.011367 = -2868039.107608
  nChanged 1
		SP:Iteration 37Q (127900.480000 sec): 3 clusters
  Score: Raw -2872906.208046 + Penalty 4867.011367 = -2868039.196679
  nChanged 1
		SP:Iteration 38Q (127900.720000 sec): 3 clusters
  Score: Raw -2872906.584135 + Penalty 4867.011367 = -2868039.572768
  nChanged 2
		SP:Iteration 39Q (127901.040000 sec): 3 clusters
  Score: Raw -2872906.793445 + Penalty 4867.011367 = -2868039.782078
  nChanged 2
		SP:Iteration 40F (127901.360000 sec): 3 clusters
  Score: Raw -2872907.114904 + Penalty 4867.011367 = -2868040.103537
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 44 (53477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127901.780000 sec): 2 clusters
  Score: Raw -8191016.579371 + Penalty 2699.977720 = -8188316.601652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127902.260000 sec): 3 clusters
  Score: Raw -8157787.573804 + Penalty 5399.955439 = -8152387.618365
  nChanged 24716
		SP:Iteration 1F (127902.750000 sec): 3 clusters
  Score: Raw -8172477.370166 + Penalty 5399.955439 = -8167077.414727
  nChanged 2894
		SP:Iteration 2F (127903.430000 sec): 3 clusters
  Score: Raw -8173985.623200 + Penalty 5399.955439 = -8168585.667761
  nChanged 3036
		SP:Iteration 3F (127904.060000 sec): 3 clusters
  Score: Raw -8175653.396350 + Penalty 5399.955439 = -8170253.440910
  nChanged 3169
		SP:Iteration 4F (127904.530000 sec): 3 clusters
  Score: Raw -8177531.262477 + Penalty 5399.955439 = -8172131.307038
  nChanged 3326
		SP:Iteration 5F (127905.160000 sec): 3 clusters
  Score: Raw -8179651.081209 + Penalty 5399.955439 = -8174251.125769
  nChanged 3254
		SP:Iteration 6F (127905.690000 sec): 3 clusters
  Score: Raw -8181852.770360 + Penalty 5399.955439 = -8176452.814920
  nChanged 2948
		SP:Iteration 7F (127906.310000 sec): 3 clusters
  Score: Raw -8183930.526188 + Penalty 5399.955439 = -8178530.570749
  nChanged 2526
		SP:Iteration 8Q (127906.830000 sec): 3 clusters
  Score: Raw -8185771.490967 + Penalty 5399.955439 = -8180371.535528
  nChanged 2163
		SP:Iteration 9Q (127907.400000 sec): 3 clusters
  Score: Raw -8187277.018261 + Penalty 5399.955439 = -8181877.062821
  nChanged 1681
		SP:Iteration 10Q (127908.020000 sec): 3 clusters
  Score: Raw -8188368.393159 + Penalty 5399.955439 = -8182968.437720
  nChanged 1319
		SP:Iteration 11Q (127908.610000 sec): 3 clusters
  Score: Raw -8189168.515613 + Penalty 5399.955439 = -8183768.560174
  nChanged 1072
		SP:Iteration 12Q (127909.100000 sec): 3 clusters
  Score: Raw -8189781.788550 + Penalty 5399.955439 = -8184381.833110
  nChanged 803
		SP:Iteration 13Q (127909.600000 sec): 3 clusters
  Score: Raw -8190224.042858 + Penalty 5399.955439 = -8184824.087419
  nChanged 670
		SP:Iteration 14Q (127910.080000 sec): 3 clusters
  Score: Raw -8190566.529934 + Penalty 5399.955439 = -8185166.574495
  nChanged 511
		SP:Iteration 15Q (127910.620000 sec): 3 clusters
  Score: Raw -8190835.685131 + Penalty 5399.955439 = -8185435.729692
  nChanged 433
		SP:Iteration 16Q (127911.100000 sec): 3 clusters
  Score: Raw -8191035.857722 + Penalty 5399.955439 = -8185635.902283
  nChanged 312
		SP:Iteration 17Q (127911.710000 sec): 3 clusters
  Score: Raw -8191170.690038 + Penalty 5399.955439 = -8185770.734599
  nChanged 263
		SP:Iteration 18Q (127912.250000 sec): 3 clusters
  Score: Raw -8191280.530956 + Penalty 5399.955439 = -8185880.575517
  nChanged 212
		SP:Iteration 19Q (127912.740000 sec): 3 clusters
  Score: Raw -8191369.210736 + Penalty 5399.955439 = -8185969.255296
  nChanged 163
		SP:Iteration 20F (127913.350000 sec): 3 clusters
  Score: Raw -8191434.569498 + Penalty 5399.955439 = -8186034.614058
  nChanged 134
		SP:Iteration 21Q (127913.880000 sec): 3 clusters
  Score: Raw -8191485.920081 + Penalty 5399.955439 = -8186085.964642
  nChanged 109
		SP:Iteration 22Q (127914.400000 sec): 3 clusters
  Score: Raw -8191520.401377 + Penalty 5399.955439 = -8186120.445938
  nChanged 86
		SP:Iteration 23Q (127914.980000 sec): 3 clusters
  Score: Raw -8191551.215064 + Penalty 5399.955439 = -8186151.259625
  nChanged 78
		SP:Iteration 24Q (127915.500000 sec): 3 clusters
  Score: Raw -8191580.536746 + Penalty 5399.955439 = -8186180.581307
  nChanged 66
		SP:Iteration 25Q (127916.030000 sec): 3 clusters
  Score: Raw -8191605.019480 + Penalty 5399.955439 = -8186205.064041
  nChanged 71
		SP:Iteration 26Q (127916.580000 sec): 3 clusters
  Score: Raw -8191629.917512 + Penalty 5399.955439 = -8186229.962073
  nChanged 58
		SP:Iteration 27Q (127917.110000 sec): 3 clusters
  Score: Raw -8191651.497657 + Penalty 5399.955439 = -8186251.542218
  nChanged 48
		SP:Iteration 28Q (127917.680000 sec): 3 clusters
  Score: Raw -8191666.201338 + Penalty 5399.955439 = -8186266.245898
  nChanged 37
		SP:Iteration 29Q (127918.270000 sec): 3 clusters
  Score: Raw -8191678.004528 + Penalty 5399.955439 = -8186278.049089
  nChanged 37
		SP:Iteration 30Q (127918.790000 sec): 3 clusters
  Score: Raw -8191690.527316 + Penalty 5399.955439 = -8186290.571877
  nChanged 29
		SP:Iteration 31Q (127919.300000 sec): 3 clusters
  Score: Raw -8191697.411549 + Penalty 5399.955439 = -8186297.456110
  nChanged 26
		SP:Iteration 32Q (127919.830000 sec): 3 clusters
  Score: Raw -8191705.049544 + Penalty 5399.955439 = -8186305.094105
  nChanged 24
		SP:Iteration 33Q (127920.270000 sec): 3 clusters
  Score: Raw -8191712.183945 + Penalty 5399.955439 = -8186312.228505
  nChanged 14
		SP:Iteration 34Q (127920.820000 sec): 3 clusters
  Score: Raw -8191716.405808 + Penalty 5399.955439 = -8186316.450368
  nChanged 19
		SP:Iteration 35Q (127921.330000 sec): 3 clusters
  Score: Raw -8191721.722092 + Penalty 5399.955439 = -8186321.766652
  nChanged 12
		SP:Iteration 36Q (127921.820000 sec): 3 clusters
  Score: Raw -8191725.215184 + Penalty 5399.955439 = -8186325.259745
  nChanged 7
		SP:Iteration 37Q (127922.400000 sec): 3 clusters
  Score: Raw -8191726.590921 + Penalty 5399.955439 = -8186326.635482
  nChanged 8
		SP:Iteration 38Q (127922.960000 sec): 3 clusters
  Score: Raw -8191728.652437 + Penalty 5399.955439 = -8186328.696998
  nChanged 13
		SP:Iteration 39Q (127923.360000 sec): 3 clusters
  Score: Raw -8191731.486088 + Penalty 5399.955439 = -8186331.530649
  nChanged 10
		SP:Iteration 40F (127923.890000 sec): 3 clusters
  Score: Raw -8191733.790366 + Penalty 5399.955439 = -8186333.834927
  nChanged 5
		SP:Iteration 41Q (127924.440000 sec): 3 clusters
  Score: Raw -8191735.247631 + Penalty 5399.955439 = -8186335.292192
  nChanged 4
		SP:Iteration 42Q (127924.950000 sec): 3 clusters
  Score: Raw -8191736.242506 + Penalty 5399.955439 = -8186336.287066
  nChanged 3
		SP:Iteration 43Q (127925.520000 sec): 3 clusters
  Score: Raw -8191737.047155 + Penalty 5399.955439 = -8186337.091715
  nChanged 3
		SP:Iteration 44Q (127926.060000 sec): 3 clusters
  Score: Raw -8191737.816834 + Penalty 5399.955439 = -8186337.861395
  nChanged 3
		SP:Iteration 45Q (127926.610000 sec): 3 clusters
  Score: Raw -8191738.395886 + Penalty 5399.955439 = -8186338.440447
  nChanged 2
		SP:Iteration 46Q (127927.190000 sec): 3 clusters
  Score: Raw -8191738.860094 + Penalty 5399.955439 = -8186338.904655
  nChanged 1
		SP:Iteration 47Q (127927.640000 sec): 3 clusters
  Score: Raw -8191739.128385 + Penalty 5399.955439 = -8186339.172946
  nChanged 5
		SP:Iteration 48Q (127928.180000 sec): 3 clusters
  Score: Raw -8191740.781914 + Penalty 5399.955439 = -8186340.826475
  nChanged 4
		SP:Iteration 49Q (127928.720000 sec): 3 clusters
  Score: Raw -8191741.930868 + Penalty 5399.955439 = -8186341.975429
  nChanged 3
		SP:Iteration 50Q (127929.220000 sec): 3 clusters
  Score: Raw -8191742.902259 + Penalty 5399.955439 = -8186342.946820
  nChanged 6
		SP:Iteration 51Q (127929.730000 sec): 3 clusters
  Score: Raw -8191744.569615 + Penalty 5399.955439 = -8186344.614176
  nChanged 4
		SP:Iteration 52Q (127930.270000 sec): 3 clusters
  Score: Raw -8191745.678564 + Penalty 5399.955439 = -8186345.723125
  nChanged 4
		SP:Iteration 53Q (127930.800000 sec): 3 clusters
  Score: Raw -8191746.683786 + Penalty 5399.955439 = -8186346.728347
  nChanged 2
		SP:Iteration 54Q (127931.330000 sec): 3 clusters
  Score: Raw -8191747.396168 + Penalty 5399.955439 = -8186347.440728
  nChanged 3
		SP:Iteration 55Q (127931.900000 sec): 3 clusters
  Score: Raw -8191748.748216 + Penalty 5399.955439 = -8186348.792777
  nChanged 3
		SP:Iteration 56Q (127932.290000 sec): 3 clusters
  Score: Raw -8191749.292749 + Penalty 5399.955439 = -8186349.337310
  nChanged 3
		SP:Iteration 57Q (127932.880000 sec): 3 clusters
  Score: Raw -8191750.159285 + Penalty 5399.955439 = -8186350.203845
  nChanged 4
		SP:Iteration 58Q (127933.370000 sec): 3 clusters
  Score: Raw -8191751.416767 + Penalty 5399.955439 = -8186351.461327
  nChanged 7
		SP:Iteration 59Q (127933.960000 sec): 3 clusters
  Score: Raw -8191753.671813 + Penalty 5399.955439 = -8186353.716374
  nChanged 11
		SP:Iteration 60F (127934.580000 sec): 3 clusters
  Score: Raw -8191756.638248 + Penalty 5399.955439 = -8186356.682809
  nChanged 11
		SP:Iteration 61Q (127935.070000 sec): 3 clusters
  Score: Raw -8191760.335949 + Penalty 5399.955439 = -8186360.380510
  nChanged 10
		SP:Iteration 62Q (127935.640000 sec): 3 clusters
  Score: Raw -8191762.854746 + Penalty 5399.955439 = -8186362.899307
  nChanged 5
		SP:Iteration 63Q (127936.100000 sec): 3 clusters
  Score: Raw -8191764.095124 + Penalty 5399.955439 = -8186364.139685
  nChanged 5
		SP:Iteration 64Q (127936.660000 sec): 3 clusters
  Score: Raw -8191765.214310 + Penalty 5399.955439 = -8186365.258871
  nChanged 3
		SP:Iteration 65Q (127937.120000 sec): 3 clusters
  Score: Raw -8191766.320834 + Penalty 5399.955439 = -8186366.365394
  nChanged 3
		SP:Iteration 66Q (127937.600000 sec): 3 clusters
  Score: Raw -8191767.074571 + Penalty 5399.955439 = -8186367.119132
  nChanged 1
		SP:Iteration 67Q (127938.200000 sec): 3 clusters
  Score: Raw -8191767.260263 + Penalty 5399.955439 = -8186367.304824
  nChanged 1
		SP:Iteration 68Q (127938.650000 sec): 3 clusters
  Score: Raw -8191767.445692 + Penalty 5399.955439 = -8186367.490253
  nChanged 1
		SP:Iteration 69Q (127939.140000 sec): 3 clusters
  Score: Raw -8191767.498588 + Penalty 5399.955439 = -8186367.543149
  nChanged 0
		SP:Iteration 70F (127939.700000 sec): 3 clusters
  Score: Raw -8191767.498588 + Penalty 5399.955439 = -8186367.543149
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 45 (6655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127939.790000 sec): 2 clusters
  Score: Raw -1041034.361331 + Penalty 2183.174685 = -1038851.186645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127940.000000 sec): 3 clusters
  Score: Raw -1037664.917186 + Penalty 4366.349370 = -1033298.567815
  nChanged 2628
		SP:Iteration 1F (127940.200000 sec): 3 clusters
  Score: Raw -1039114.371952 + Penalty 4366.349370 = -1034748.022582
  nChanged 511
		SP:Iteration 2F (127940.380000 sec): 3 clusters
  Score: Raw -1039406.553467 + Penalty 4366.349370 = -1035040.204097
  nChanged 381
		SP:Iteration 3F (127940.570000 sec): 3 clusters
  Score: Raw -1039649.787457 + Penalty 4366.349370 = -1035283.438086
  nChanged 359
		SP:Iteration 4F (127940.740000 sec): 3 clusters
  Score: Raw -1039895.025621 + Penalty 4366.349370 = -1035528.676250
  nChanged 340
		SP:Iteration 5F (127940.930000 sec): 3 clusters
  Score: Raw -1040117.621727 + Penalty 4366.349370 = -1035751.272356
  nChanged 323
		SP:Iteration 6Q (127941.150000 sec): 3 clusters
  Score: Raw -1040338.962065 + Penalty 4366.349370 = -1035972.612694
  nChanged 306
		SP:Iteration 7Q (127941.410000 sec): 3 clusters
  Score: Raw -1040538.857130 + Penalty 4366.349370 = -1036172.507759
  nChanged 293
		SP:Iteration 8Q (127941.580000 sec): 3 clusters
  Score: Raw -1040708.906719 + Penalty 4366.349370 = -1036342.557349
  nChanged 228
		SP:Iteration 9Q (127941.700000 sec): 3 clusters
  Score: Raw -1040827.457962 + Penalty 4366.349370 = -1036461.108591
  nChanged 190
		SP:Iteration 10Q (127941.810000 sec): 3 clusters
  Score: Raw -1040932.163139 + Penalty 4366.349370 = -1036565.813769
  nChanged 174
		SP:Iteration 11Q (127942.020000 sec): 3 clusters
  Score: Raw -1041025.867344 + Penalty 4366.349370 = -1036659.517973
  nChanged 153
		SP:Iteration 12Q (127942.210000 sec): 3 clusters
  Score: Raw -1041121.153126 + Penalty 4366.349370 = -1036754.803755
  nChanged 145
		SP:Iteration 13Q (127942.400000 sec): 3 clusters
  Score: Raw -1041210.609741 + Penalty 4366.349370 = -1036844.260371
  nChanged 140
		SP:Iteration 14Q (127942.590000 sec): 3 clusters
  Score: Raw -1041286.448788 + Penalty 4366.349370 = -1036920.099418
  nChanged 113
		SP:Iteration 15Q (127942.780000 sec): 3 clusters
  Score: Raw -1041342.173906 + Penalty 4366.349370 = -1036975.824535
  nChanged 103
		SP:Iteration 16Q (127943.000000 sec): 3 clusters
  Score: Raw -1041402.755600 + Penalty 4366.349370 = -1037036.406229
  nChanged 101
		SP:Iteration 17Q (127943.180000 sec): 3 clusters
  Score: Raw -1041462.262931 + Penalty 4366.349370 = -1037095.913560
  nChanged 100
		SP:Iteration 18Q (127943.360000 sec): 3 clusters
  Score: Raw -1041517.939783 + Penalty 4366.349370 = -1037151.590413
  nChanged 98
		SP:Iteration 19Q (127943.560000 sec): 3 clusters
  Score: Raw -1041570.110641 + Penalty 4366.349370 = -1037203.761270
  nChanged 91
		SP:Iteration 20F (127943.740000 sec): 3 clusters
  Score: Raw -1041629.541991 + Penalty 4366.349370 = -1037263.192620
  nChanged 118
		SP:Iteration 21Q (127943.940000 sec): 3 clusters
  Score: Raw -1041713.250310 + Penalty 4366.349370 = -1037346.900939
  nChanged 119
		SP:Iteration 22Q (127944.130000 sec): 3 clusters
  Score: Raw -1041793.727115 + Penalty 4366.349370 = -1037427.377744
  nChanged 134
		SP:Iteration 23Q (127944.330000 sec): 3 clusters
  Score: Raw -1041896.749318 + Penalty 4366.349370 = -1037530.399948
  nChanged 125
		SP:Iteration 24Q (127944.500000 sec): 3 clusters
  Score: Raw -1041994.426195 + Penalty 4366.349370 = -1037628.076825
  nChanged 135
		SP:Iteration 25Q (127944.740000 sec): 3 clusters
  Score: Raw -1042097.054461 + Penalty 4366.349370 = -1037730.705091
  nChanged 126
		SP:Iteration 26Q (127944.930000 sec): 3 clusters
  Score: Raw -1042176.865750 + Penalty 4366.349370 = -1037810.516380
  nChanged 112
		SP:Iteration 27Q (127945.120000 sec): 3 clusters
  Score: Raw -1042238.729350 + Penalty 4366.349370 = -1037872.379979
  nChanged 87
		SP:Iteration 28Q (127945.320000 sec): 3 clusters
  Score: Raw -1042283.692128 + Penalty 4366.349370 = -1037917.342757
  nChanged 76
		SP:Iteration 29Q (127945.500000 sec): 3 clusters
  Score: Raw -1042312.798697 + Penalty 4366.349370 = -1037946.449326
  nChanged 65
		SP:Iteration 30Q (127945.740000 sec): 3 clusters
  Score: Raw -1042338.857468 + Penalty 4366.349370 = -1037972.508097
  nChanged 64
		SP:Iteration 31Q (127945.920000 sec): 3 clusters
  Score: Raw -1042361.211491 + Penalty 4366.349370 = -1037994.862121
  nChanged 57
		SP:Iteration 32Q (127946.100000 sec): 3 clusters
  Score: Raw -1042378.041624 + Penalty 4366.349370 = -1038011.692253
  nChanged 44
		SP:Iteration 33Q (127946.280000 sec): 3 clusters
  Score: Raw -1042391.950744 + Penalty 4366.349370 = -1038025.601374
  nChanged 47
		SP:Iteration 34Q (127946.470000 sec): 3 clusters
  Score: Raw -1042408.749703 + Penalty 4366.349370 = -1038042.400332
  nChanged 37
		SP:Iteration 35Q (127946.660000 sec): 3 clusters
  Score: Raw -1042421.130258 + Penalty 4366.349370 = -1038054.780888
  nChanged 30
		SP:Iteration 36Q (127946.850000 sec): 3 clusters
  Score: Raw -1042430.566709 + Penalty 4366.349370 = -1038064.217339
  nChanged 26
		SP:Iteration 37Q (127947.070000 sec): 3 clusters
  Score: Raw -1042438.304648 + Penalty 4366.349370 = -1038071.955277
  nChanged 26
		SP:Iteration 38Q (127947.280000 sec): 3 clusters
  Score: Raw -1042444.723054 + Penalty 4366.349370 = -1038078.373684
  nChanged 23
		SP:Iteration 39Q (127947.480000 sec): 3 clusters
  Score: Raw -1042450.548533 + Penalty 4366.349370 = -1038084.199162
  nChanged 17
		SP:Iteration 40F (127947.670000 sec): 3 clusters
  Score: Raw -1042454.292804 + Penalty 4366.349370 = -1038087.943433
  nChanged 16
		SP:Iteration 41Q (127947.850000 sec): 3 clusters
  Score: Raw -1042457.992365 + Penalty 4366.349370 = -1038091.642994
  nChanged 15
		SP:Iteration 42Q (127948.040000 sec): 3 clusters
  Score: Raw -1042460.969650 + Penalty 4366.349370 = -1038094.620279
  nChanged 18
		SP:Iteration 43Q (127948.230000 sec): 3 clusters
  Score: Raw -1042464.021469 + Penalty 4366.349370 = -1038097.672098
  nChanged 16
		SP:Iteration 44Q (127948.450000 sec): 3 clusters
  Score: Raw -1042467.588363 + Penalty 4366.349370 = -1038101.238993
  nChanged 12
		SP:Iteration 45Q (127948.590000 sec): 3 clusters
  Score: Raw -1042470.223042 + Penalty 4366.349370 = -1038103.873672
  nChanged 11
		SP:Iteration 46Q (127948.820000 sec): 3 clusters
  Score: Raw -1042473.019870 + Penalty 4366.349370 = -1038106.670500
  nChanged 12
		SP:Iteration 47Q (127948.970000 sec): 3 clusters
  Score: Raw -1042474.723035 + Penalty 4366.349370 = -1038108.373664
  nChanged 6
		SP:Iteration 48Q (127949.160000 sec): 3 clusters
  Score: Raw -1042475.824465 + Penalty 4366.349370 = -1038109.475094
  nChanged 7
		SP:Iteration 49Q (127949.350000 sec): 3 clusters
  Score: Raw -1042477.468139 + Penalty 4366.349370 = -1038111.118769
  nChanged 10
		SP:Iteration 50Q (127949.540000 sec): 3 clusters
  Score: Raw -1042479.570437 + Penalty 4366.349370 = -1038113.221067
  nChanged 13
		SP:Iteration 51Q (127949.730000 sec): 3 clusters
  Score: Raw -1042481.574255 + Penalty 4366.349370 = -1038115.224885
  nChanged 12
		SP:Iteration 52Q (127949.980000 sec): 3 clusters
  Score: Raw -1042483.418759 + Penalty 4366.349370 = -1038117.069389
  nChanged 10
		SP:Iteration 53Q (127950.140000 sec): 3 clusters
  Score: Raw -1042485.721383 + Penalty 4366.349370 = -1038119.372013
  nChanged 12
		SP:Iteration 54Q (127950.320000 sec): 3 clusters
  Score: Raw -1042488.241380 + Penalty 4366.349370 = -1038121.892010
  nChanged 15
		SP:Iteration 55Q (127950.500000 sec): 3 clusters
  Score: Raw -1042491.316672 + Penalty 4366.349370 = -1038124.967301
  nChanged 14
		SP:Iteration 56Q (127950.680000 sec): 3 clusters
  Score: Raw -1042493.772887 + Penalty 4366.349370 = -1038127.423516
  nChanged 11
		SP:Iteration 57Q (127950.860000 sec): 3 clusters
  Score: Raw -1042495.789321 + Penalty 4366.349370 = -1038129.439950
  nChanged 13
		SP:Iteration 58Q (127951.040000 sec): 3 clusters
  Score: Raw -1042498.765642 + Penalty 4366.349370 = -1038132.416271
  nChanged 12
		SP:Iteration 59Q (127951.230000 sec): 3 clusters
  Score: Raw -1042501.900187 + Penalty 4366.349370 = -1038135.550817
  nChanged 17
		SP:Iteration 60F (127951.420000 sec): 3 clusters
  Score: Raw -1042506.342868 + Penalty 4366.349370 = -1038139.993497
  nChanged 19
		SP:Iteration 61Q (127951.620000 sec): 3 clusters
  Score: Raw -1042510.812623 + Penalty 4366.349370 = -1038144.463252
  nChanged 15
		SP:Iteration 62Q (127951.800000 sec): 3 clusters
  Score: Raw -1042514.310764 + Penalty 4366.349370 = -1038147.961394
  nChanged 14
		SP:Iteration 63Q (127952.000000 sec): 3 clusters
  Score: Raw -1042516.604600 + Penalty 4366.349370 = -1038150.255230
  nChanged 9
		SP:Iteration 64Q (127952.190000 sec): 3 clusters
  Score: Raw -1042518.241022 + Penalty 4366.349370 = -1038151.891652
  nChanged 11
		SP:Iteration 65Q (127952.380000 sec): 3 clusters
  Score: Raw -1042520.687201 + Penalty 4366.349370 = -1038154.337831
  nChanged 7
		SP:Iteration 66Q (127952.570000 sec): 3 clusters
  Score: Raw -1042522.090351 + Penalty 4366.349370 = -1038155.740981
  nChanged 2
		SP:Iteration 67Q (127952.750000 sec): 3 clusters
  Score: Raw -1042522.554502 + Penalty 4366.349370 = -1038156.205131
  nChanged 0
		SP:Iteration 68F (127952.930000 sec): 3 clusters
  Score: Raw -1042522.554502 + Penalty 4366.349370 = -1038156.205131
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 46 (3181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127953.020000 sec): 2 clusters
  Score: Raw -481191.843447 + Penalty 2000.107821 = -479191.735626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127953.180000 sec): 3 clusters
  Score: Raw -479795.970093 + Penalty 4000.215642 = -475795.754451
  nChanged 1123
		SP:Iteration 1F (127953.340000 sec): 3 clusters
  Score: Raw -480479.922611 + Penalty 4000.215642 = -476479.706969
  nChanged 220
		SP:Iteration 2F (127953.500000 sec): 3 clusters
  Score: Raw -480620.761465 + Penalty 4000.215642 = -476620.545823
  nChanged 143
		SP:Iteration 3Q (127953.680000 sec): 3 clusters
  Score: Raw -480700.614295 + Penalty 4000.215642 = -476700.398653
  nChanged 96
		SP:Iteration 4Q (127953.830000 sec): 3 clusters
  Score: Raw -480760.975450 + Penalty 4000.215642 = -476760.759808
  nChanged 92
		SP:Iteration 5Q (127953.970000 sec): 3 clusters
  Score: Raw -480818.464755 + Penalty 4000.215642 = -476818.249112
  nChanged 76
		SP:Iteration 6Q (127954.100000 sec): 3 clusters
  Score: Raw -480872.779026 + Penalty 4000.215642 = -476872.563383
  nChanged 70
		SP:Iteration 7Q (127954.240000 sec): 3 clusters
  Score: Raw -480914.215070 + Penalty 4000.215642 = -476913.999428
  nChanged 66
		SP:Iteration 8Q (127954.380000 sec): 3 clusters
  Score: Raw -480961.195991 + Penalty 4000.215642 = -476960.980348
  nChanged 68
		SP:Iteration 9Q (127954.530000 sec): 3 clusters
  Score: Raw -480998.026507 + Penalty 4000.215642 = -476997.810865
  nChanged 51
		SP:Iteration 10Q (127954.690000 sec): 3 clusters
  Score: Raw -481032.116301 + Penalty 4000.215642 = -477031.900659
  nChanged 48
		SP:Iteration 11Q (127954.850000 sec): 3 clusters
  Score: Raw -481059.229020 + Penalty 4000.215642 = -477059.013378
  nChanged 39
		SP:Iteration 12Q (127955.010000 sec): 3 clusters
  Score: Raw -481081.134643 + Penalty 4000.215642 = -477080.919000
  nChanged 43
		SP:Iteration 13Q (127955.170000 sec): 3 clusters
  Score: Raw -481103.354110 + Penalty 4000.215642 = -477103.138468
  nChanged 41
		SP:Iteration 14Q (127955.370000 sec): 3 clusters
  Score: Raw -481126.544815 + Penalty 4000.215642 = -477126.329173
  nChanged 35
		SP:Iteration 15Q (127955.510000 sec): 3 clusters
  Score: Raw -481151.353642 + Penalty 4000.215642 = -477151.138000
  nChanged 34
		SP:Iteration 16Q (127955.680000 sec): 3 clusters
  Score: Raw -481176.270843 + Penalty 4000.215642 = -477176.055200
  nChanged 34
		SP:Iteration 17Q (127955.820000 sec): 3 clusters
  Score: Raw -481201.677669 + Penalty 4000.215642 = -477201.462027
  nChanged 32
		SP:Iteration 18Q (127955.970000 sec): 3 clusters
  Score: Raw -481217.462814 + Penalty 4000.215642 = -477217.247172
  nChanged 25
		SP:Iteration 19Q (127956.130000 sec): 3 clusters
  Score: Raw -481230.718778 + Penalty 4000.215642 = -477230.503136
  nChanged 20
		SP:Iteration 20F (127956.290000 sec): 3 clusters
  Score: Raw -481242.057092 + Penalty 4000.215642 = -477241.841449
  nChanged 19
		SP:Iteration 21Q (127956.450000 sec): 3 clusters
  Score: Raw -481251.388746 + Penalty 4000.215642 = -477251.173104
  nChanged 17
		SP:Iteration 22Q (127956.610000 sec): 3 clusters
  Score: Raw -481262.263642 + Penalty 4000.215642 = -477262.048000
  nChanged 16
		SP:Iteration 23Q (127956.820000 sec): 3 clusters
  Score: Raw -481271.278190 + Penalty 4000.215642 = -477271.062548
  nChanged 14
		SP:Iteration 24Q (127956.960000 sec): 3 clusters
  Score: Raw -481277.482848 + Penalty 4000.215642 = -477277.267205
  nChanged 10
		SP:Iteration 25Q (127957.140000 sec): 3 clusters
  Score: Raw -481283.852788 + Penalty 4000.215642 = -477283.637146
  nChanged 9
		SP:Iteration 26Q (127957.310000 sec): 3 clusters
  Score: Raw -481287.546878 + Penalty 4000.215642 = -477287.331235
  nChanged 2
		SP:Iteration 27Q (127957.490000 sec): 3 clusters
  Score: Raw -481289.873246 + Penalty 4000.215642 = -477289.657603
  nChanged 6
		SP:Iteration 28Q (127957.660000 sec): 3 clusters
  Score: Raw -481292.452884 + Penalty 4000.215642 = -477292.237242
  nChanged 3
		SP:Iteration 29Q (127957.840000 sec): 3 clusters
  Score: Raw -481293.219672 + Penalty 4000.215642 = -477293.004030
  nChanged 1
		SP:Iteration 30Q (127958.020000 sec): 3 clusters
  Score: Raw -481295.190442 + Penalty 4000.215642 = -477294.974799
  nChanged 8
		SP:Iteration 31Q (127958.230000 sec): 3 clusters
  Score: Raw -481300.219688 + Penalty 4000.215642 = -477300.004046
  nChanged 10
		SP:Iteration 32Q (127958.420000 sec): 3 clusters
  Score: Raw -481304.533130 + Penalty 4000.215642 = -477304.317487
  nChanged 6
		SP:Iteration 33Q (127958.560000 sec): 3 clusters
  Score: Raw -481307.783827 + Penalty 4000.215642 = -477307.568185
  nChanged 3
		SP:Iteration 34Q (127958.740000 sec): 3 clusters
  Score: Raw -481308.440821 + Penalty 4000.215642 = -477308.225178
  nChanged 2
		SP:Iteration 35Q (127958.920000 sec): 3 clusters
  Score: Raw -481309.221901 + Penalty 4000.215642 = -477309.006259
  nChanged 2
		SP:Iteration 36Q (127959.090000 sec): 3 clusters
  Score: Raw -481309.638002 + Penalty 4000.215642 = -477309.422360
  nChanged 1
		SP:Iteration 37Q (127959.270000 sec): 3 clusters
  Score: Raw -481311.594369 + Penalty 4000.215642 = -477311.378727
  nChanged 3
		SP:Iteration 38Q (127959.440000 sec): 3 clusters
  Score: Raw -481312.711150 + Penalty 4000.215642 = -477312.495508
  nChanged 1
		SP:Iteration 39Q (127959.620000 sec): 3 clusters
  Score: Raw -481313.568796 + Penalty 4000.215642 = -477313.353154
  nChanged 2
		SP:Iteration 40F (127959.790000 sec): 3 clusters
  Score: Raw -481314.757695 + Penalty 4000.215642 = -477314.542053
  nChanged 1
		SP:Iteration 41Q (127959.960000 sec): 3 clusters
  Score: Raw -481315.308021 + Penalty 4000.215642 = -477315.092378
  nChanged 2
		SP:Iteration 42Q (127960.110000 sec): 3 clusters
  Score: Raw -481316.561477 + Penalty 4000.215642 = -477316.345835
  nChanged 3
		SP:Iteration 43Q (127960.280000 sec): 3 clusters
  Score: Raw -481318.850443 + Penalty 4000.215642 = -477318.634800
  nChanged 3
		SP:Iteration 44Q (127960.460000 sec): 3 clusters
  Score: Raw -481320.764364 + Penalty 4000.215642 = -477320.548721
  nChanged 8
		SP:Iteration 45Q (127960.630000 sec): 3 clusters
  Score: Raw -481323.538176 + Penalty 4000.215642 = -477323.322534
  nChanged 8
		SP:Iteration 46Q (127960.810000 sec): 3 clusters
  Score: Raw -481326.546597 + Penalty 4000.215642 = -477326.330955
  nChanged 5
		SP:Iteration 47Q (127960.980000 sec): 3 clusters
  Score: Raw -481328.960042 + Penalty 4000.215642 = -477328.744400
  nChanged 4
		SP:Iteration 48Q (127961.160000 sec): 3 clusters
  Score: Raw -481331.567826 + Penalty 4000.215642 = -477331.352184
  nChanged 6
		SP:Iteration 49Q (127961.320000 sec): 3 clusters
  Score: Raw -481334.093252 + Penalty 4000.215642 = -477333.877610
  nChanged 5
		SP:Iteration 50Q (127961.540000 sec): 3 clusters
  Score: Raw -481336.115650 + Penalty 4000.215642 = -477335.900007
  nChanged 3
		SP:Iteration 51Q (127961.680000 sec): 3 clusters
  Score: Raw -481338.696353 + Penalty 4000.215642 = -477338.480710
  nChanged 5
		SP:Iteration 52Q (127961.870000 sec): 3 clusters
  Score: Raw -481341.533853 + Penalty 4000.215642 = -477341.318211
  nChanged 4
		SP:Iteration 53Q (127962.080000 sec): 3 clusters
  Score: Raw -481342.965756 + Penalty 4000.215642 = -477342.750113
  nChanged 2
		SP:Iteration 54Q (127962.210000 sec): 3 clusters
  Score: Raw -481343.560803 + Penalty 4000.215642 = -477343.345160
  nChanged 2
		SP:Iteration 55Q (127962.420000 sec): 3 clusters
  Score: Raw -481344.639503 + Penalty 4000.215642 = -477344.423860
  nChanged 3
		SP:Iteration 56Q (127962.560000 sec): 3 clusters
  Score: Raw -481345.466520 + Penalty 4000.215642 = -477345.250877
  nChanged 1
		SP:Iteration 57Q (127962.720000 sec): 3 clusters
  Score: Raw -481346.218908 + Penalty 4000.215642 = -477346.003265
  nChanged 1
		SP:Iteration 58Q (127962.940000 sec): 3 clusters
  Score: Raw -481346.383299 + Penalty 4000.215642 = -477346.167657
  nChanged 1
		SP:Iteration 59Q (127963.060000 sec): 3 clusters
  Score: Raw -481346.534267 + Penalty 4000.215642 = -477346.318625
  nChanged 0
		SP:Iteration 60F (127963.200000 sec): 3 clusters
  Score: Raw -481346.534267 + Penalty 4000.215642 = -477346.318625
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 47 (23700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127963.420000 sec): 2 clusters
  Score: Raw -3773414.392920 + Penalty 2498.161121 = -3770916.231799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127963.760000 sec): 3 clusters
  Score: Raw -3759461.008193 + Penalty 4996.322242 = -3754464.685951
  nChanged 10509
		SP:Iteration 1F (127964.150000 sec): 3 clusters
  Score: Raw -3765475.041998 + Penalty 4996.322242 = -3760478.719756
  nChanged 1498
		SP:Iteration 2F (127964.580000 sec): 3 clusters
  Score: Raw -3766318.902694 + Penalty 4996.322242 = -3761322.580452
  nChanged 1420
		SP:Iteration 3F (127964.870000 sec): 3 clusters
  Score: Raw -3767267.915149 + Penalty 4996.322242 = -3762271.592906
  nChanged 1441
		SP:Iteration 4F (127965.160000 sec): 3 clusters
  Score: Raw -3768197.828146 + Penalty 4996.322242 = -3763201.505903
  nChanged 1399
		SP:Iteration 5F (127965.560000 sec): 3 clusters
  Score: Raw -3769064.415230 + Penalty 4996.322242 = -3764068.092988
  nChanged 1336
		SP:Iteration 6F (127965.870000 sec): 3 clusters
  Score: Raw -3769829.148322 + Penalty 4996.322242 = -3764832.826079
  nChanged 1222
		SP:Iteration 7F (127966.230000 sec): 3 clusters
  Score: Raw -3770461.966743 + Penalty 4996.322242 = -3765465.644501
  nChanged 1057
		SP:Iteration 8Q (127966.530000 sec): 3 clusters
  Score: Raw -3770997.499362 + Penalty 4996.322242 = -3766001.177120
  nChanged 931
		SP:Iteration 9Q (127966.780000 sec): 3 clusters
  Score: Raw -3771433.558689 + Penalty 4996.322242 = -3766437.236446
  nChanged 829
		SP:Iteration 10Q (127967.140000 sec): 3 clusters
  Score: Raw -3771812.461878 + Penalty 4996.322242 = -3766816.139636
  nChanged 699
		SP:Iteration 11Q (127967.430000 sec): 3 clusters
  Score: Raw -3772135.334379 + Penalty 4996.322242 = -3767139.012137
  nChanged 640
		SP:Iteration 12Q (127967.790000 sec): 3 clusters
  Score: Raw -3772430.671300 + Penalty 4996.322242 = -3767434.349057
  nChanged 637
		SP:Iteration 13Q (127968.140000 sec): 3 clusters
  Score: Raw -3772752.196036 + Penalty 4996.322242 = -3767755.873794
  nChanged 612
		SP:Iteration 14Q (127968.490000 sec): 3 clusters
  Score: Raw -3773156.203720 + Penalty 4996.322242 = -3768159.881478
  nChanged 635
		SP:Iteration 15Q (127968.820000 sec): 3 clusters
  Score: Raw -3773720.924947 + Penalty 4996.322242 = -3768724.602705
  nChanged 583
		SP:Iteration 16Q (127969.130000 sec): 3 clusters
  Score: Raw -3774248.932256 + Penalty 4996.322242 = -3769252.610014
  nChanged 464
		SP:Iteration 17Q (127969.460000 sec): 3 clusters
  Score: Raw -3774576.571687 + Penalty 4996.322242 = -3769580.249445
  nChanged 356
		SP:Iteration 18Q (127969.730000 sec): 3 clusters
  Score: Raw -3774776.839671 + Penalty 4996.322242 = -3769780.517429
  nChanged 323
		SP:Iteration 19Q (127970.100000 sec): 3 clusters
  Score: Raw -3774931.820943 + Penalty 4996.322242 = -3769935.498701
  nChanged 255
		SP:Iteration 20F (127970.390000 sec): 3 clusters
  Score: Raw -3775044.633886 + Penalty 4996.322242 = -3770048.311644
  nChanged 220
		SP:Iteration 21Q (127970.720000 sec): 3 clusters
  Score: Raw -3775121.896746 + Penalty 4996.322242 = -3770125.574503
  nChanged 178
		SP:Iteration 22Q (127971.000000 sec): 3 clusters
  Score: Raw -3775175.134695 + Penalty 4996.322242 = -3770178.812452
  nChanged 148
		SP:Iteration 23Q (127971.310000 sec): 3 clusters
  Score: Raw -3775220.276179 + Penalty 4996.322242 = -3770223.953937
  nChanged 137
		SP:Iteration 24Q (127971.650000 sec): 3 clusters
  Score: Raw -3775260.569739 + Penalty 4996.322242 = -3770264.247497
  nChanged 119
		SP:Iteration 25Q (127971.920000 sec): 3 clusters
  Score: Raw -3775293.564248 + Penalty 4996.322242 = -3770297.242005
  nChanged 108
		SP:Iteration 26Q (127972.250000 sec): 3 clusters
  Score: Raw -3775321.075943 + Penalty 4996.322242 = -3770324.753701
  nChanged 85
		SP:Iteration 27Q (127972.560000 sec): 3 clusters
  Score: Raw -3775342.914319 + Penalty 4996.322242 = -3770346.592076
  nChanged 83
		SP:Iteration 28Q (127972.900000 sec): 3 clusters
  Score: Raw -3775364.696363 + Penalty 4996.322242 = -3770368.374121
  nChanged 78
		SP:Iteration 29Q (127973.210000 sec): 3 clusters
  Score: Raw -3775381.592705 + Penalty 4996.322242 = -3770385.270463
  nChanged 56
		SP:Iteration 30Q (127973.540000 sec): 3 clusters
  Score: Raw -3775393.502227 + Penalty 4996.322242 = -3770397.179985
  nChanged 40
		SP:Iteration 31Q (127973.830000 sec): 3 clusters
  Score: Raw -3775401.218779 + Penalty 4996.322242 = -3770404.896537
  nChanged 45
		SP:Iteration 32Q (127974.160000 sec): 3 clusters
  Score: Raw -3775408.948560 + Penalty 4996.322242 = -3770412.626318
  nChanged 34
		SP:Iteration 33Q (127974.450000 sec): 3 clusters
  Score: Raw -3775414.068261 + Penalty 4996.322242 = -3770417.746018
  nChanged 23
		SP:Iteration 34Q (127974.820000 sec): 3 clusters
  Score: Raw -3775418.675672 + Penalty 4996.322242 = -3770422.353430
  nChanged 24
		SP:Iteration 35Q (127975.160000 sec): 3 clusters
  Score: Raw -3775423.013861 + Penalty 4996.322242 = -3770426.691619
  nChanged 29
		SP:Iteration 36Q (127975.510000 sec): 3 clusters
  Score: Raw -3775428.359067 + Penalty 4996.322242 = -3770432.036824
  nChanged 24
		SP:Iteration 37Q (127975.910000 sec): 3 clusters
  Score: Raw -3775432.950811 + Penalty 4996.322242 = -3770436.628569
  nChanged 20
		SP:Iteration 38Q (127976.260000 sec): 3 clusters
  Score: Raw -3775435.846804 + Penalty 4996.322242 = -3770439.524562
  nChanged 18
		SP:Iteration 39Q (127976.620000 sec): 3 clusters
  Score: Raw -3775439.153377 + Penalty 4996.322242 = -3770442.831135
  nChanged 21
		SP:Iteration 40F (127977.070000 sec): 3 clusters
  Score: Raw -3775443.038687 + Penalty 4996.322242 = -3770446.716445
  nChanged 20
		SP:Iteration 41Q (127977.440000 sec): 3 clusters
  Score: Raw -3775446.589263 + Penalty 4996.322242 = -3770450.267020
  nChanged 20
		SP:Iteration 42Q (127977.780000 sec): 3 clusters
  Score: Raw -3775450.366256 + Penalty 4996.322242 = -3770454.044014
  nChanged 25
		SP:Iteration 43Q (127978.140000 sec): 3 clusters
  Score: Raw -3775455.407782 + Penalty 4996.322242 = -3770459.085540
  nChanged 21
		SP:Iteration 44Q (127978.470000 sec): 3 clusters
  Score: Raw -3775458.580684 + Penalty 4996.322242 = -3770462.258442
  nChanged 16
		SP:Iteration 45Q (127978.760000 sec): 3 clusters
  Score: Raw -3775461.279692 + Penalty 4996.322242 = -3770464.957450
  nChanged 16
		SP:Iteration 46Q (127979.090000 sec): 3 clusters
  Score: Raw -3775464.561241 + Penalty 4996.322242 = -3770468.238999
  nChanged 18
		SP:Iteration 47Q (127979.440000 sec): 3 clusters
  Score: Raw -3775467.260314 + Penalty 4996.322242 = -3770470.938072
  nChanged 17
		SP:Iteration 48Q (127979.800000 sec): 3 clusters
  Score: Raw -3775470.164078 + Penalty 4996.322242 = -3770473.841836
  nChanged 21
		SP:Iteration 49Q (127980.160000 sec): 3 clusters
  Score: Raw -3775473.652215 + Penalty 4996.322242 = -3770477.329973
  nChanged 25
		SP:Iteration 50Q (127980.560000 sec): 3 clusters
  Score: Raw -3775477.409425 + Penalty 4996.322242 = -3770481.087183
  nChanged 25
		SP:Iteration 51Q (127980.970000 sec): 3 clusters
  Score: Raw -3775481.056044 + Penalty 4996.322242 = -3770484.733802
  nChanged 20
		SP:Iteration 52Q (127981.360000 sec): 3 clusters
  Score: Raw -3775483.837225 + Penalty 4996.322242 = -3770487.514983
  nChanged 16
		SP:Iteration 53Q (127981.650000 sec): 3 clusters
  Score: Raw -3775486.502104 + Penalty 4996.322242 = -3770490.179861
  nChanged 20
		SP:Iteration 54Q (127981.940000 sec): 3 clusters
  Score: Raw -3775489.815349 + Penalty 4996.322242 = -3770493.493107
  nChanged 19
		SP:Iteration 55Q (127982.290000 sec): 3 clusters
  Score: Raw -3775492.925588 + Penalty 4996.322242 = -3770496.603346
  nChanged 23
		SP:Iteration 56Q (127982.640000 sec): 3 clusters
  Score: Raw -3775497.229153 + Penalty 4996.322242 = -3770500.906911
  nChanged 18
		SP:Iteration 57Q (127983.000000 sec): 3 clusters
  Score: Raw -3775500.633325 + Penalty 4996.322242 = -3770504.311083
  nChanged 25
		SP:Iteration 58Q (127983.350000 sec): 3 clusters
  Score: Raw -3775504.402664 + Penalty 4996.322242 = -3770508.080421
  nChanged 21
		SP:Iteration 59Q (127983.710000 sec): 3 clusters
  Score: Raw -3775507.526251 + Penalty 4996.322242 = -3770511.204009
  nChanged 9
		SP:Iteration 60F (127984.100000 sec): 3 clusters
  Score: Raw -3775508.478111 + Penalty 4996.322242 = -3770512.155868
  nChanged 6
		SP:Iteration 61Q (127984.400000 sec): 3 clusters
  Score: Raw -3775509.352644 + Penalty 4996.322242 = -3770513.030401
  nChanged 6
		SP:Iteration 62Q (127984.660000 sec): 3 clusters
  Score: Raw -3775509.879957 + Penalty 4996.322242 = -3770513.557715
  nChanged 4
		SP:Iteration 63Q (127985.010000 sec): 3 clusters
  Score: Raw -3775510.477979 + Penalty 4996.322242 = -3770514.155736
  nChanged 2
		SP:Iteration 64Q (127985.370000 sec): 3 clusters
  Score: Raw -3775510.765535 + Penalty 4996.322242 = -3770514.443293
  nChanged 5
		SP:Iteration 65Q (127985.710000 sec): 3 clusters
  Score: Raw -3775511.656172 + Penalty 4996.322242 = -3770515.333930
  nChanged 8
		SP:Iteration 66Q (127986.110000 sec): 3 clusters
  Score: Raw -3775512.850283 + Penalty 4996.322242 = -3770516.528040
  nChanged 12
		SP:Iteration 67Q (127986.460000 sec): 3 clusters
  Score: Raw -3775515.371629 + Penalty 4996.322242 = -3770519.049386
  nChanged 14
		SP:Iteration 68Q (127986.850000 sec): 3 clusters
  Score: Raw -3775518.009705 + Penalty 4996.322242 = -3770521.687463
  nChanged 11
		SP:Iteration 69Q (127987.210000 sec): 3 clusters
  Score: Raw -3775519.477770 + Penalty 4996.322242 = -3770523.155527
  nChanged 6
		SP:Iteration 70Q (127987.510000 sec): 3 clusters
  Score: Raw -3775520.377147 + Penalty 4996.322242 = -3770524.054904
  nChanged 7
		SP:Iteration 71Q (127987.800000 sec): 3 clusters
  Score: Raw -3775521.349767 + Penalty 4996.322242 = -3770525.027525
  nChanged 7
		SP:Iteration 72Q (127988.140000 sec): 3 clusters
  Score: Raw -3775522.518188 + Penalty 4996.322242 = -3770526.195945
  nChanged 6
		SP:Iteration 73Q (127988.490000 sec): 3 clusters
  Score: Raw -3775523.462454 + Penalty 4996.322242 = -3770527.140212
  nChanged 4
		SP:Iteration 74Q (127988.890000 sec): 3 clusters
  Score: Raw -3775524.032046 + Penalty 4996.322242 = -3770527.709803
  nChanged 5
		SP:Iteration 75Q (127989.250000 sec): 3 clusters
  Score: Raw -3775524.413202 + Penalty 4996.322242 = -3770528.090959
  nChanged 6
		SP:Iteration 76Q (127989.640000 sec): 3 clusters
  Score: Raw -3775525.234555 + Penalty 4996.322242 = -3770528.912313
  nChanged 5
		SP:Iteration 77Q (127990.000000 sec): 3 clusters
  Score: Raw -3775526.106557 + Penalty 4996.322242 = -3770529.784314
  nChanged 6
		SP:Iteration 78Q (127990.270000 sec): 3 clusters
  Score: Raw -3775526.879426 + Penalty 4996.322242 = -3770530.557184
  nChanged 4
		SP:Iteration 79Q (127990.610000 sec): 3 clusters
  Score: Raw -3775527.330301 + Penalty 4996.322242 = -3770531.008059
  nChanged 3
		SP:Iteration 80F (127990.950000 sec): 3 clusters
  Score: Raw -3775527.846849 + Penalty 4996.322242 = -3770531.524606
  nChanged 5
		SP:Iteration 81Q (127991.300000 sec): 3 clusters
  Score: Raw -3775528.596448 + Penalty 4996.322242 = -3770532.274206
  nChanged 6
		SP:Iteration 82Q (127991.660000 sec): 3 clusters
  Score: Raw -3775529.448270 + Penalty 4996.322242 = -3770533.126028
  nChanged 5
		SP:Iteration 83Q (127991.970000 sec): 3 clusters
  Score: Raw -3775530.199547 + Penalty 4996.322242 = -3770533.877305
  nChanged 5
		SP:Iteration 84Q (127992.320000 sec): 3 clusters
  Score: Raw -3775531.086320 + Penalty 4996.322242 = -3770534.764078
  nChanged 5
		SP:Iteration 85Q (127992.680000 sec): 3 clusters
  Score: Raw -3775531.731587 + Penalty 4996.322242 = -3770535.409345
  nChanged 3
		SP:Iteration 86Q (127993.010000 sec): 3 clusters
  Score: Raw -3775532.306252 + Penalty 4996.322242 = -3770535.984010
  nChanged 5
		SP:Iteration 87Q (127993.300000 sec): 3 clusters
  Score: Raw -3775532.948324 + Penalty 4996.322242 = -3770536.626082
  nChanged 2
		SP:Iteration 88Q (127993.610000 sec): 3 clusters
  Score: Raw -3775533.302669 + Penalty 4996.322242 = -3770536.980427
  nChanged 1
		SP:Iteration 89Q (127993.950000 sec): 3 clusters
  Score: Raw -3775533.446611 + Penalty 4996.322242 = -3770537.124369
  nChanged 2
		SP:Iteration 90Q (127994.300000 sec): 3 clusters
  Score: Raw -3775533.639315 + Penalty 4996.322242 = -3770537.317072
  nChanged 6
		SP:Iteration 91Q (127994.660000 sec): 3 clusters
  Score: Raw -3775534.496960 + Penalty 4996.322242 = -3770538.174717
  nChanged 3
		SP:Iteration 92Q (127995.010000 sec): 3 clusters
  Score: Raw -3775535.065667 + Penalty 4996.322242 = -3770538.743425
  nChanged 3
		SP:Iteration 93Q (127995.360000 sec): 3 clusters
  Score: Raw -3775535.503310 + Penalty 4996.322242 = -3770539.181068
  nChanged 5
		SP:Iteration 94Q (127995.740000 sec): 3 clusters
  Score: Raw -3775536.158292 + Penalty 4996.322242 = -3770539.836050
  nChanged 4
		SP:Iteration 95Q (127996.010000 sec): 3 clusters
  Score: Raw -3775536.617746 + Penalty 4996.322242 = -3770540.295504
  nChanged 3
		SP:Iteration 96Q (127996.330000 sec): 3 clusters
  Score: Raw -3775536.920914 + Penalty 4996.322242 = -3770540.598672
  nChanged 2
		SP:Iteration 97Q (127996.700000 sec): 3 clusters
  Score: Raw -3775537.138260 + Penalty 4996.322242 = -3770540.816018
  nChanged 2
		SP:Iteration 98Q (127997.050000 sec): 3 clusters
  Score: Raw -3775537.410105 + Penalty 4996.322242 = -3770541.087863
  nChanged 2
		SP:Iteration 99Q (127997.440000 sec): 3 clusters
  Score: Raw -3775537.779630 + Penalty 4996.322242 = -3770541.457387
  nChanged 3
		SP:Iteration 100F (127997.770000 sec): 3 clusters
  Score: Raw -3775538.122883 + Penalty 4996.322242 = -3770541.800641
  nChanged 2
		SP:Iteration 101Q (127998.100000 sec): 3 clusters
  Score: Raw -3775538.339846 + Penalty 4996.322242 = -3770542.017603
  nChanged 3
		SP:Iteration 102Q (127998.410000 sec): 3 clusters
  Score: Raw -3775538.754815 + Penalty 4996.322242 = -3770542.432573
  nChanged 3
		SP:Iteration 103Q (127998.690000 sec): 3 clusters
  Score: Raw -3775539.163843 + Penalty 4996.322242 = -3770542.841601
  nChanged 4
		SP:Iteration 104Q (127998.990000 sec): 3 clusters
  Score: Raw -3775539.576520 + Penalty 4996.322242 = -3770543.254278
  nChanged 1
		SP:Iteration 105Q (127999.390000 sec): 3 clusters
  Score: Raw -3775539.644055 + Penalty 4996.322242 = -3770543.321813
  nChanged 1
		SP:Iteration 106Q (127999.750000 sec): 3 clusters
  Score: Raw -3775539.733224 + Penalty 4996.322242 = -3770543.410982
  nChanged 2
		SP:Iteration 107Q (128000.100000 sec): 3 clusters
  Score: Raw -3775540.127199 + Penalty 4996.322242 = -3770543.804957
  nChanged 1
		SP:Iteration 108Q (128000.450000 sec): 3 clusters
  Score: Raw -3775540.221800 + Penalty 4996.322242 = -3770543.899558
  nChanged 1
		SP:Iteration 109Q (128000.810000 sec): 3 clusters
  Score: Raw -3775540.407787 + Penalty 4996.322242 = -3770544.085544
  nChanged 0
		SP:Iteration 110F (128001.210000 sec): 3 clusters
  Score: Raw -3775540.407787 + Penalty 4996.322242 = -3770544.085544
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 48 (4767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128001.310000 sec): 2 clusters
  Score: Raw -714139.012437 + Penalty 2100.429169 = -712038.583268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128001.470000 sec): 3 clusters
  Score: Raw -711868.576214 + Penalty 4200.858338 = -707667.717876
  nChanged 1826
		SP:Iteration 1F (128001.660000 sec): 3 clusters
  Score: Raw -712993.744304 + Penalty 4200.858338 = -708792.885967
  nChanged 379
		SP:Iteration 2F (128001.850000 sec): 3 clusters
  Score: Raw -713230.572064 + Penalty 4200.858338 = -709029.713726
  nChanged 270
		SP:Iteration 3F (128002.020000 sec): 3 clusters
  Score: Raw -713415.601581 + Penalty 4200.858338 = -709214.743243
  nChanged 236
		SP:Iteration 4Q (128002.210000 sec): 3 clusters
  Score: Raw -713598.770542 + Penalty 4200.858338 = -709397.912204
  nChanged 230
		SP:Iteration 5Q (128002.350000 sec): 3 clusters
  Score: Raw -713788.564760 + Penalty 4200.858338 = -709587.706422
  nChanged 223
		SP:Iteration 6Q (128002.510000 sec): 3 clusters
  Score: Raw -713969.040394 + Penalty 4200.858338 = -709768.182056
  nChanged 185
		SP:Iteration 7Q (128002.700000 sec): 3 clusters
  Score: Raw -714102.100705 + Penalty 4200.858338 = -709901.242367
  nChanged 150
		SP:Iteration 8Q (128002.880000 sec): 3 clusters
  Score: Raw -714198.795452 + Penalty 4200.858338 = -709997.937114
  nChanged 118
		SP:Iteration 9Q (128003.070000 sec): 3 clusters
  Score: Raw -714267.691725 + Penalty 4200.858338 = -710066.833388
  nChanged 92
		SP:Iteration 10Q (128003.260000 sec): 3 clusters
  Score: Raw -714310.349019 + Penalty 4200.858338 = -710109.490681
  nChanged 67
		SP:Iteration 11Q (128003.410000 sec): 3 clusters
  Score: Raw -714342.471858 + Penalty 4200.858338 = -710141.613520
  nChanged 47
		SP:Iteration 12Q (128003.550000 sec): 3 clusters
  Score: Raw -714358.804860 + Penalty 4200.858338 = -710157.946523
  nChanged 31
		SP:Iteration 13Q (128003.730000 sec): 3 clusters
  Score: Raw -714372.233564 + Penalty 4200.858338 = -710171.375226
  nChanged 30
		SP:Iteration 14Q (128003.880000 sec): 3 clusters
  Score: Raw -714386.220968 + Penalty 4200.858338 = -710185.362630
  nChanged 31
		SP:Iteration 15Q (128004.090000 sec): 3 clusters
  Score: Raw -714403.403675 + Penalty 4200.858338 = -710202.545337
  nChanged 30
		SP:Iteration 16Q (128004.290000 sec): 3 clusters
  Score: Raw -714419.516067 + Penalty 4200.858338 = -710218.657730
  nChanged 38
		SP:Iteration 17Q (128004.490000 sec): 3 clusters
  Score: Raw -714435.918937 + Penalty 4200.858338 = -710235.060599
  nChanged 27
		SP:Iteration 18Q (128004.690000 sec): 3 clusters
  Score: Raw -714447.831209 + Penalty 4200.858338 = -710246.972871
  nChanged 28
		SP:Iteration 19Q (128004.890000 sec): 3 clusters
  Score: Raw -714459.779667 + Penalty 4200.858338 = -710258.921330
  nChanged 21
		SP:Iteration 20F (128005.090000 sec): 3 clusters
  Score: Raw -714472.018632 + Penalty 4200.858338 = -710271.160294
  nChanged 30
		SP:Iteration 21Q (128005.300000 sec): 3 clusters
  Score: Raw -714488.139978 + Penalty 4200.858338 = -710287.281641
  nChanged 34
		SP:Iteration 22Q (128005.490000 sec): 3 clusters
  Score: Raw -714503.845539 + Penalty 4200.858338 = -710302.987201
  nChanged 29
		SP:Iteration 23Q (128005.630000 sec): 3 clusters
  Score: Raw -714516.231319 + Penalty 4200.858338 = -710315.372981
  nChanged 18
		SP:Iteration 24Q (128005.840000 sec): 3 clusters
  Score: Raw -714523.781069 + Penalty 4200.858338 = -710322.922732
  nChanged 22
		SP:Iteration 25Q (128006.010000 sec): 3 clusters
  Score: Raw -714533.787042 + Penalty 4200.858338 = -710332.928704
  nChanged 23
		SP:Iteration 26Q (128006.210000 sec): 3 clusters
  Score: Raw -714544.207530 + Penalty 4200.858338 = -710343.349192
  nChanged 22
		SP:Iteration 27Q (128006.400000 sec): 3 clusters
  Score: Raw -714553.622831 + Penalty 4200.858338 = -710352.764494
  nChanged 21
		SP:Iteration 28Q (128006.570000 sec): 3 clusters
  Score: Raw -714564.504963 + Penalty 4200.858338 = -710363.646626
  nChanged 22
		SP:Iteration 29Q (128006.770000 sec): 3 clusters
  Score: Raw -714575.856830 + Penalty 4200.858338 = -710374.998493
  nChanged 19
		SP:Iteration 30Q (128006.940000 sec): 3 clusters
  Score: Raw -714581.858548 + Penalty 4200.858338 = -710381.000210
  nChanged 16
		SP:Iteration 31Q (128007.130000 sec): 3 clusters
  Score: Raw -714588.012602 + Penalty 4200.858338 = -710387.154264
  nChanged 11
		SP:Iteration 32Q (128007.270000 sec): 3 clusters
  Score: Raw -714593.127958 + Penalty 4200.858338 = -710392.269620
  nChanged 17
		SP:Iteration 33Q (128007.430000 sec): 3 clusters
  Score: Raw -714603.551744 + Penalty 4200.858338 = -710402.693407
  nChanged 26
		SP:Iteration 34Q (128007.590000 sec): 3 clusters
  Score: Raw -714617.183278 + Penalty 4200.858338 = -710416.324940
  nChanged 20
		SP:Iteration 35Q (128007.760000 sec): 3 clusters
  Score: Raw -714630.902766 + Penalty 4200.858338 = -710430.044428
  nChanged 27
		SP:Iteration 36Q (128007.920000 sec): 3 clusters
  Score: Raw -714643.487195 + Penalty 4200.858338 = -710442.628857
  nChanged 24
		SP:Iteration 37Q (128008.100000 sec): 3 clusters
  Score: Raw -714658.071139 + Penalty 4200.858338 = -710457.212801
  nChanged 29
		SP:Iteration 38Q (128008.310000 sec): 3 clusters
  Score: Raw -714674.507910 + Penalty 4200.858338 = -710473.649572
  nChanged 32
		SP:Iteration 39Q (128008.450000 sec): 3 clusters
  Score: Raw -714687.598777 + Penalty 4200.858338 = -710486.740439
  nChanged 31
		SP:Iteration 40F (128008.650000 sec): 3 clusters
  Score: Raw -714708.558945 + Penalty 4200.858338 = -710507.700607
  nChanged 37
		SP:Iteration 41Q (128008.840000 sec): 3 clusters
  Score: Raw -714735.128935 + Penalty 4200.858338 = -710534.270597
  nChanged 44
		SP:Iteration 42Q (128009.030000 sec): 3 clusters
  Score: Raw -714772.871084 + Penalty 4200.858338 = -710572.012747
  nChanged 62
		SP:Iteration 43Q (128009.230000 sec): 3 clusters
  Score: Raw -714828.237657 + Penalty 4200.858338 = -710627.379319
  nChanged 73
		SP:Iteration 44Q (128009.420000 sec): 3 clusters
  Score: Raw -714889.602180 + Penalty 4200.858338 = -710688.743842
  nChanged 88
		SP:Iteration 45Q (128009.560000 sec): 3 clusters
  Score: Raw -714971.790944 + Penalty 4200.858338 = -710770.932606
  nChanged 108
		SP:Iteration 46Q (128009.780000 sec): 3 clusters
  Score: Raw -715080.059430 + Penalty 4200.858338 = -710879.201093
  nChanged 115
		SP:Iteration 47Q (128009.930000 sec): 3 clusters
  Score: Raw -715191.365626 + Penalty 4200.858338 = -710990.507288
  nChanged 116
		SP:Iteration 48Q (128010.100000 sec): 3 clusters
  Score: Raw -715322.145395 + Penalty 4200.858338 = -711121.287058
  nChanged 122
		SP:Iteration 49Q (128010.260000 sec): 3 clusters
  Score: Raw -715436.760511 + Penalty 4200.858338 = -711235.902173
  nChanged 85
		SP:Iteration 50Q (128010.390000 sec): 3 clusters
  Score: Raw -715507.111517 + Penalty 4200.858338 = -711306.253179
  nChanged 47
		SP:Iteration 51Q (128010.580000 sec): 3 clusters
  Score: Raw -715559.431332 + Penalty 4200.858338 = -711358.572995
  nChanged 52
		SP:Iteration 52Q (128010.780000 sec): 3 clusters
  Score: Raw -715608.042823 + Penalty 4200.858338 = -711407.184485
  nChanged 48
		SP:Iteration 53Q (128010.980000 sec): 3 clusters
  Score: Raw -715656.725116 + Penalty 4200.858338 = -711455.866778
  nChanged 40
		SP:Iteration 54Q (128011.170000 sec): 3 clusters
  Score: Raw -715690.543065 + Penalty 4200.858338 = -711489.684727
  nChanged 36
		SP:Iteration 55Q (128011.370000 sec): 3 clusters
  Score: Raw -715712.450363 + Penalty 4200.858338 = -711511.592025
  nChanged 27
		SP:Iteration 56Q (128011.530000 sec): 3 clusters
  Score: Raw -715729.409772 + Penalty 4200.858338 = -711528.551434
  nChanged 16
		SP:Iteration 57Q (128011.740000 sec): 3 clusters
  Score: Raw -715740.624633 + Penalty 4200.858338 = -711539.766295
  nChanged 15
		SP:Iteration 58Q (128011.900000 sec): 3 clusters
  Score: Raw -715751.718989 + Penalty 4200.858338 = -711550.860651
  nChanged 13
		SP:Iteration 59Q (128012.060000 sec): 3 clusters
  Score: Raw -715758.759597 + Penalty 4200.858338 = -711557.901260
  nChanged 3
		SP:Iteration 60F (128012.220000 sec): 3 clusters
  Score: Raw -715762.300021 + Penalty 4200.858338 = -711561.441683
  nChanged 3
		SP:Iteration 61Q (128012.390000 sec): 3 clusters
  Score: Raw -715764.897614 + Penalty 4200.858338 = -711564.039277
  nChanged 5
		SP:Iteration 62Q (128012.550000 sec): 3 clusters
  Score: Raw -715766.940956 + Penalty 4200.858338 = -711566.082619
  nChanged 3
		SP:Iteration 63Q (128012.710000 sec): 3 clusters
  Score: Raw -715767.760478 + Penalty 4200.858338 = -711566.902140
  nChanged 2
		SP:Iteration 64Q (128012.870000 sec): 3 clusters
  Score: Raw -715768.757021 + Penalty 4200.858338 = -711567.898683
  nChanged 0
		SP:Iteration 65F (128013.040000 sec): 3 clusters
  Score: Raw -715768.757021 + Penalty 4200.858338 = -711567.898683
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 49 (7440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128013.150000 sec): 2 clusters
  Score: Raw -1224694.855132 + Penalty 2210.827280 = -1222484.027852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128013.400000 sec): 3 clusters
  Score: Raw -1220850.836125 + Penalty 4421.654559 = -1216429.181565
  nChanged 2991
		SP:Iteration 1F (128013.640000 sec): 3 clusters
  Score: Raw -1222410.097619 + Penalty 4421.654559 = -1217988.443060
  nChanged 509
		SP:Iteration 2F (128013.900000 sec): 3 clusters
  Score: Raw -1222666.193491 + Penalty 4421.654559 = -1218244.538932
  nChanged 388
		SP:Iteration 3F (128014.070000 sec): 3 clusters
  Score: Raw -1222859.718247 + Penalty 4421.654559 = -1218438.063687
  nChanged 300
		SP:Iteration 4Q (128014.260000 sec): 3 clusters
  Score: Raw -1222997.526779 + Penalty 4421.654559 = -1218575.872219
  nChanged 247
		SP:Iteration 5Q (128014.460000 sec): 3 clusters
  Score: Raw -1223103.413675 + Penalty 4421.654559 = -1218681.759116
  nChanged 218
		SP:Iteration 6Q (128014.660000 sec): 3 clusters
  Score: Raw -1223200.686086 + Penalty 4421.654559 = -1218779.031527
  nChanged 218
		SP:Iteration 7Q (128014.950000 sec): 3 clusters
  Score: Raw -1223296.688093 + Penalty 4421.654559 = -1218875.033534
  nChanged 217
		SP:Iteration 8Q (128015.110000 sec): 3 clusters
  Score: Raw -1223400.116518 + Penalty 4421.654559 = -1218978.461959
  nChanged 212
		SP:Iteration 9Q (128015.320000 sec): 3 clusters
  Score: Raw -1223505.229587 + Penalty 4421.654559 = -1219083.575027
  nChanged 190
		SP:Iteration 10Q (128015.520000 sec): 3 clusters
  Score: Raw -1223598.317630 + Penalty 4421.654559 = -1219176.663071
  nChanged 196
		SP:Iteration 11Q (128015.730000 sec): 3 clusters
  Score: Raw -1223691.301759 + Penalty 4421.654559 = -1219269.647200
  nChanged 189
		SP:Iteration 12Q (128015.940000 sec): 3 clusters
  Score: Raw -1223797.119646 + Penalty 4421.654559 = -1219375.465086
  nChanged 205
		SP:Iteration 13Q (128016.140000 sec): 3 clusters
  Score: Raw -1223912.431402 + Penalty 4421.654559 = -1219490.776843
  nChanged 194
		SP:Iteration 14Q (128016.400000 sec): 3 clusters
  Score: Raw -1224028.399145 + Penalty 4421.654559 = -1219606.744586
  nChanged 178
		SP:Iteration 15Q (128016.610000 sec): 3 clusters
  Score: Raw -1224138.784423 + Penalty 4421.654559 = -1219717.129863
  nChanged 169
		SP:Iteration 16Q (128016.810000 sec): 3 clusters
  Score: Raw -1224242.916295 + Penalty 4421.654559 = -1219821.261736
  nChanged 164
		SP:Iteration 17Q (128017.080000 sec): 3 clusters
  Score: Raw -1224346.602790 + Penalty 4421.654559 = -1219924.948231
  nChanged 131
		SP:Iteration 18Q (128017.250000 sec): 3 clusters
  Score: Raw -1224437.290541 + Penalty 4421.654559 = -1220015.635982
  nChanged 123
		SP:Iteration 19Q (128017.410000 sec): 3 clusters
  Score: Raw -1224537.138042 + Penalty 4421.654559 = -1220115.483482
  nChanged 130
		SP:Iteration 20F (128017.620000 sec): 3 clusters
  Score: Raw -1224641.225100 + Penalty 4421.654559 = -1220219.570540
  nChanged 105
		SP:Iteration 21Q (128017.830000 sec): 3 clusters
  Score: Raw -1224734.865931 + Penalty 4421.654559 = -1220313.211371
  nChanged 86
		SP:Iteration 22Q (128017.990000 sec): 3 clusters
  Score: Raw -1224828.861616 + Penalty 4421.654559 = -1220407.207056
  nChanged 82
		SP:Iteration 23Q (128018.160000 sec): 3 clusters
  Score: Raw -1224917.848805 + Penalty 4421.654559 = -1220496.194245
  nChanged 74
		SP:Iteration 24Q (128018.360000 sec): 3 clusters
  Score: Raw -1224991.580341 + Penalty 4421.654559 = -1220569.925781
  nChanged 63
		SP:Iteration 25Q (128018.530000 sec): 3 clusters
  Score: Raw -1225041.515764 + Penalty 4421.654559 = -1220619.861204
  nChanged 46
		SP:Iteration 26Q (128018.770000 sec): 3 clusters
  Score: Raw -1225073.530381 + Penalty 4421.654559 = -1220651.875822
  nChanged 34
		SP:Iteration 27Q (128019.020000 sec): 3 clusters
  Score: Raw -1225093.620511 + Penalty 4421.654559 = -1220671.965951
  nChanged 24
		SP:Iteration 28Q (128019.190000 sec): 3 clusters
  Score: Raw -1225105.978642 + Penalty 4421.654559 = -1220684.324083
  nChanged 16
		SP:Iteration 29Q (128019.410000 sec): 3 clusters
  Score: Raw -1225114.402844 + Penalty 4421.654559 = -1220692.748285
  nChanged 14
		SP:Iteration 30Q (128019.600000 sec): 3 clusters
  Score: Raw -1225120.078521 + Penalty 4421.654559 = -1220698.423962
  nChanged 8
		SP:Iteration 31Q (128019.800000 sec): 3 clusters
  Score: Raw -1225123.747390 + Penalty 4421.654559 = -1220702.092831
  nChanged 5
		SP:Iteration 32Q (128020.020000 sec): 3 clusters
  Score: Raw -1225126.502562 + Penalty 4421.654559 = -1220704.848002
  nChanged 7
		SP:Iteration 33Q (128020.240000 sec): 3 clusters
  Score: Raw -1225130.847166 + Penalty 4421.654559 = -1220709.192606
  nChanged 8
		SP:Iteration 34Q (128020.420000 sec): 3 clusters
  Score: Raw -1225135.675225 + Penalty 4421.654559 = -1220714.020665
  nChanged 6
		SP:Iteration 35Q (128020.600000 sec): 3 clusters
  Score: Raw -1225138.877284 + Penalty 4421.654559 = -1220717.222724
  nChanged 6
		SP:Iteration 36Q (128020.780000 sec): 3 clusters
  Score: Raw -1225140.996657 + Penalty 4421.654559 = -1220719.342098
  nChanged 0
		SP:Iteration 37F (128020.970000 sec): 3 clusters
  Score: Raw -1225140.996657 + Penalty 4421.654559 = -1220719.342098
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 50 (6577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128021.060000 sec): 2 clusters
  Score: Raw -1058450.098941 + Penalty 2180.250830 = -1056269.848111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128021.270000 sec): 3 clusters
  Score: Raw -1055115.179191 + Penalty 4360.501661 = -1050754.677530
  nChanged 2666
		SP:Iteration 1F (128021.450000 sec): 3 clusters
  Score: Raw -1056551.417079 + Penalty 4360.501661 = -1052190.915418
  nChanged 460
		SP:Iteration 2F (128021.640000 sec): 3 clusters
  Score: Raw -1056796.836971 + Penalty 4360.501661 = -1052436.335311
  nChanged 329
		SP:Iteration 3F (128021.830000 sec): 3 clusters
  Score: Raw -1056954.070145 + Penalty 4360.501661 = -1052593.568484
  nChanged 291
		SP:Iteration 4Q (128022.030000 sec): 3 clusters
  Score: Raw -1057110.577554 + Penalty 4360.501661 = -1052750.075893
  nChanged 256
		SP:Iteration 5Q (128022.220000 sec): 3 clusters
  Score: Raw -1057243.787152 + Penalty 4360.501661 = -1052883.285491
  nChanged 233
		SP:Iteration 6Q (128022.450000 sec): 3 clusters
  Score: Raw -1057364.903858 + Penalty 4360.501661 = -1053004.402198
  nChanged 210
		SP:Iteration 7Q (128022.670000 sec): 3 clusters
  Score: Raw -1057470.457735 + Penalty 4360.501661 = -1053109.956074
  nChanged 173
		SP:Iteration 8Q (128022.870000 sec): 3 clusters
  Score: Raw -1057549.836434 + Penalty 4360.501661 = -1053189.334773
  nChanged 166
		SP:Iteration 9Q (128023.040000 sec): 3 clusters
  Score: Raw -1057625.071524 + Penalty 4360.501661 = -1053264.569863
  nChanged 173
		SP:Iteration 10Q (128023.210000 sec): 3 clusters
  Score: Raw -1057708.394920 + Penalty 4360.501661 = -1053347.893259
  nChanged 170
		SP:Iteration 11Q (128023.390000 sec): 3 clusters
  Score: Raw -1057794.484912 + Penalty 4360.501661 = -1053433.983252
  nChanged 182
		SP:Iteration 12Q (128023.570000 sec): 3 clusters
  Score: Raw -1057889.113168 + Penalty 4360.501661 = -1053528.611508
  nChanged 156
		SP:Iteration 13Q (128023.770000 sec): 3 clusters
  Score: Raw -1057966.706510 + Penalty 4360.501661 = -1053606.204850
  nChanged 140
		SP:Iteration 14Q (128024.030000 sec): 3 clusters
  Score: Raw -1058035.950489 + Penalty 4360.501661 = -1053675.448828
  nChanged 109
		SP:Iteration 15Q (128024.160000 sec): 3 clusters
  Score: Raw -1058090.962155 + Penalty 4360.501661 = -1053730.460495
  nChanged 104
		SP:Iteration 16Q (128024.340000 sec): 3 clusters
  Score: Raw -1058145.679580 + Penalty 4360.501661 = -1053785.177919
  nChanged 99
		SP:Iteration 17Q (128024.520000 sec): 3 clusters
  Score: Raw -1058208.367124 + Penalty 4360.501661 = -1053847.865464
  nChanged 92
		SP:Iteration 18Q (128024.700000 sec): 3 clusters
  Score: Raw -1058261.801845 + Penalty 4360.501661 = -1053901.300184
  nChanged 82
		SP:Iteration 19Q (128024.870000 sec): 3 clusters
  Score: Raw -1058301.645067 + Penalty 4360.501661 = -1053941.143406
  nChanged 65
		SP:Iteration 20F (128025.080000 sec): 3 clusters
  Score: Raw -1058339.794008 + Penalty 4360.501661 = -1053979.292348
  nChanged 61
		SP:Iteration 21Q (128025.330000 sec): 3 clusters
  Score: Raw -1058377.322261 + Penalty 4360.501661 = -1054016.820601
  nChanged 59
		SP:Iteration 22Q (128025.530000 sec): 3 clusters
  Score: Raw -1058415.573093 + Penalty 4360.501661 = -1054055.071432
  nChanged 54
		SP:Iteration 23Q (128025.730000 sec): 3 clusters
  Score: Raw -1058445.067190 + Penalty 4360.501661 = -1054084.565529
  nChanged 44
		SP:Iteration 24Q (128025.910000 sec): 3 clusters
  Score: Raw -1058473.447456 + Penalty 4360.501661 = -1054112.945795
  nChanged 47
		SP:Iteration 25Q (128026.070000 sec): 3 clusters
  Score: Raw -1058501.438915 + Penalty 4360.501661 = -1054140.937254
  nChanged 37
		SP:Iteration 26Q (128026.230000 sec): 3 clusters
  Score: Raw -1058522.586447 + Penalty 4360.501661 = -1054162.084787
  nChanged 28
		SP:Iteration 27Q (128026.390000 sec): 3 clusters
  Score: Raw -1058541.233905 + Penalty 4360.501661 = -1054180.732245
  nChanged 37
		SP:Iteration 28Q (128026.550000 sec): 3 clusters
  Score: Raw -1058561.431927 + Penalty 4360.501661 = -1054200.930266
  nChanged 31
		SP:Iteration 29Q (128026.720000 sec): 3 clusters
  Score: Raw -1058577.977719 + Penalty 4360.501661 = -1054217.476059
  nChanged 25
		SP:Iteration 30Q (128026.880000 sec): 3 clusters
  Score: Raw -1058593.087409 + Penalty 4360.501661 = -1054232.585748
  nChanged 26
		SP:Iteration 31Q (128027.040000 sec): 3 clusters
  Score: Raw -1058610.830544 + Penalty 4360.501661 = -1054250.328883
  nChanged 20
		SP:Iteration 32Q (128027.200000 sec): 3 clusters
  Score: Raw -1058623.021504 + Penalty 4360.501661 = -1054262.519844
  nChanged 13
		SP:Iteration 33Q (128027.360000 sec): 3 clusters
  Score: Raw -1058630.440631 + Penalty 4360.501661 = -1054269.938971
  nChanged 11
		SP:Iteration 34Q (128027.520000 sec): 3 clusters
  Score: Raw -1058636.933478 + Penalty 4360.501661 = -1054276.431817
  nChanged 17
		SP:Iteration 35Q (128027.690000 sec): 3 clusters
  Score: Raw -1058649.132564 + Penalty 4360.501661 = -1054288.630903
  nChanged 16
		SP:Iteration 36Q (128027.850000 sec): 3 clusters
  Score: Raw -1058659.102432 + Penalty 4360.501661 = -1054298.600772
  nChanged 9
		SP:Iteration 37Q (128028.010000 sec): 3 clusters
  Score: Raw -1058664.044550 + Penalty 4360.501661 = -1054303.542889
  nChanged 8
		SP:Iteration 38Q (128028.250000 sec): 3 clusters
  Score: Raw -1058669.715950 + Penalty 4360.501661 = -1054309.214289
  nChanged 11
		SP:Iteration 39Q (128028.370000 sec): 3 clusters
  Score: Raw -1058678.946959 + Penalty 4360.501661 = -1054318.445298
  nChanged 13
		SP:Iteration 40F (128028.570000 sec): 3 clusters
  Score: Raw -1058690.748623 + Penalty 4360.501661 = -1054330.246962
  nChanged 14
		SP:Iteration 41Q (128028.770000 sec): 3 clusters
  Score: Raw -1058699.284970 + Penalty 4360.501661 = -1054338.783309
  nChanged 7
		SP:Iteration 42Q (128028.930000 sec): 3 clusters
  Score: Raw -1058703.981412 + Penalty 4360.501661 = -1054343.479751
  nChanged 8
		SP:Iteration 43Q (128029.150000 sec): 3 clusters
  Score: Raw -1058710.336479 + Penalty 4360.501661 = -1054349.834818
  nChanged 11
		SP:Iteration 44Q (128029.370000 sec): 3 clusters
  Score: Raw -1058716.744357 + Penalty 4360.501661 = -1054356.242696
  nChanged 9
		SP:Iteration 45Q (128029.590000 sec): 3 clusters
  Score: Raw -1058722.763823 + Penalty 4360.501661 = -1054362.262162
  nChanged 7
		SP:Iteration 46Q (128029.790000 sec): 3 clusters
  Score: Raw -1058727.387749 + Penalty 4360.501661 = -1054366.886089
  nChanged 9
		SP:Iteration 47Q (128029.990000 sec): 3 clusters
  Score: Raw -1058731.814887 + Penalty 4360.501661 = -1054371.313226
  nChanged 6
		SP:Iteration 48Q (128030.190000 sec): 3 clusters
  Score: Raw -1058734.945145 + Penalty 4360.501661 = -1054374.443485
  nChanged 4
		SP:Iteration 49Q (128030.380000 sec): 3 clusters
  Score: Raw -1058738.535769 + Penalty 4360.501661 = -1054378.034109
  nChanged 3
		SP:Iteration 50Q (128030.580000 sec): 3 clusters
  Score: Raw -1058740.177433 + Penalty 4360.501661 = -1054379.675772
  nChanged 1
		SP:Iteration 51Q (128030.730000 sec): 3 clusters
  Score: Raw -1058740.359228 + Penalty 4360.501661 = -1054379.857568
  nChanged 0
		SP:Iteration 52F (128030.920000 sec): 3 clusters
  Score: Raw -1058740.359228 + Penalty 4360.501661 = -1054379.857568
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 51 (9038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128031.090000 sec): 2 clusters
  Score: Raw -1374247.631053 + Penalty 2259.079911 = -1371988.551142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128031.280000 sec): 3 clusters
  Score: Raw -1369398.667551 + Penalty 4518.159822 = -1364880.507729
  nChanged 3740
		SP:Iteration 1F (128031.490000 sec): 3 clusters
  Score: Raw -1371403.825594 + Penalty 4518.159822 = -1366885.665771
  nChanged 673
		SP:Iteration 2F (128031.710000 sec): 3 clusters
  Score: Raw -1371753.110535 + Penalty 4518.159822 = -1367234.950713
  nChanged 495
		SP:Iteration 3F (128031.890000 sec): 3 clusters
  Score: Raw -1372004.010657 + Penalty 4518.159822 = -1367485.850835
  nChanged 401
		SP:Iteration 4Q (128032.100000 sec): 3 clusters
  Score: Raw -1372223.282023 + Penalty 4518.159822 = -1367705.122201
  nChanged 368
		SP:Iteration 5Q (128032.230000 sec): 3 clusters
  Score: Raw -1372441.137659 + Penalty 4518.159822 = -1367922.977837
  nChanged 351
		SP:Iteration 6Q (128032.460000 sec): 3 clusters
  Score: Raw -1372649.614969 + Penalty 4518.159822 = -1368131.455147
  nChanged 348
		SP:Iteration 7Q (128032.650000 sec): 3 clusters
  Score: Raw -1372854.743322 + Penalty 4518.159822 = -1368336.583499
  nChanged 334
		SP:Iteration 8Q (128032.870000 sec): 3 clusters
  Score: Raw -1373045.307208 + Penalty 4518.159822 = -1368527.147385
  nChanged 332
		SP:Iteration 9Q (128033.060000 sec): 3 clusters
  Score: Raw -1373212.991061 + Penalty 4518.159822 = -1368694.831239
  nChanged 263
		SP:Iteration 10Q (128033.250000 sec): 3 clusters
  Score: Raw -1373327.103281 + Penalty 4518.159822 = -1368808.943459
  nChanged 237
		SP:Iteration 11Q (128033.440000 sec): 3 clusters
  Score: Raw -1373428.464839 + Penalty 4518.159822 = -1368910.305016
  nChanged 225
		SP:Iteration 12Q (128033.630000 sec): 3 clusters
  Score: Raw -1373529.145413 + Penalty 4518.159822 = -1369010.985591
  nChanged 219
		SP:Iteration 13Q (128033.810000 sec): 3 clusters
  Score: Raw -1373629.180610 + Penalty 4518.159822 = -1369111.020788
  nChanged 197
		SP:Iteration 14Q (128034.000000 sec): 3 clusters
  Score: Raw -1373714.071365 + Penalty 4518.159822 = -1369195.911542
  nChanged 193
		SP:Iteration 15Q (128034.190000 sec): 3 clusters
  Score: Raw -1373797.838027 + Penalty 4518.159822 = -1369279.678205
  nChanged 173
		SP:Iteration 16Q (128034.380000 sec): 3 clusters
  Score: Raw -1373875.982477 + Penalty 4518.159822 = -1369357.822655
  nChanged 163
		SP:Iteration 17Q (128034.570000 sec): 3 clusters
  Score: Raw -1373948.191606 + Penalty 4518.159822 = -1369430.031784
  nChanged 158
		SP:Iteration 18Q (128034.800000 sec): 3 clusters
  Score: Raw -1374013.844912 + Penalty 4518.159822 = -1369495.685090
  nChanged 133
		SP:Iteration 19Q (128035.070000 sec): 3 clusters
  Score: Raw -1374066.221506 + Penalty 4518.159822 = -1369548.061684
  nChanged 136
		SP:Iteration 20F (128035.260000 sec): 3 clusters
  Score: Raw -1374119.639130 + Penalty 4518.159822 = -1369601.479308
  nChanged 134
		SP:Iteration 21Q (128035.470000 sec): 3 clusters
  Score: Raw -1374165.448278 + Penalty 4518.159822 = -1369647.288455
  nChanged 111
		SP:Iteration 22Q (128035.740000 sec): 3 clusters
  Score: Raw -1374203.897898 + Penalty 4518.159822 = -1369685.738076
  nChanged 96
		SP:Iteration 23Q (128035.990000 sec): 3 clusters
  Score: Raw -1374233.232098 + Penalty 4518.159822 = -1369715.072276
  nChanged 79
		SP:Iteration 24Q (128036.230000 sec): 3 clusters
  Score: Raw -1374258.208184 + Penalty 4518.159822 = -1369740.048362
  nChanged 81
		SP:Iteration 25Q (128036.480000 sec): 3 clusters
  Score: Raw -1374281.611925 + Penalty 4518.159822 = -1369763.452102
  nChanged 66
		SP:Iteration 26Q (128036.720000 sec): 3 clusters
  Score: Raw -1374302.523223 + Penalty 4518.159822 = -1369784.363401
  nChanged 61
		SP:Iteration 27Q (128036.970000 sec): 3 clusters
  Score: Raw -1374320.749284 + Penalty 4518.159822 = -1369802.589462
  nChanged 58
		SP:Iteration 28Q (128037.170000 sec): 3 clusters
  Score: Raw -1374338.204227 + Penalty 4518.159822 = -1369820.044405
  nChanged 59
		SP:Iteration 29Q (128037.370000 sec): 3 clusters
  Score: Raw -1374357.742887 + Penalty 4518.159822 = -1369839.583064
  nChanged 58
		SP:Iteration 30Q (128037.610000 sec): 3 clusters
  Score: Raw -1374376.301460 + Penalty 4518.159822 = -1369858.141638
  nChanged 60
		SP:Iteration 31Q (128037.850000 sec): 3 clusters
  Score: Raw -1374395.900988 + Penalty 4518.159822 = -1369877.741166
  nChanged 59
		SP:Iteration 32Q (128038.140000 sec): 3 clusters
  Score: Raw -1374415.751937 + Penalty 4518.159822 = -1369897.592115
  nChanged 62
		SP:Iteration 33Q (128038.360000 sec): 3 clusters
  Score: Raw -1374436.564962 + Penalty 4518.159822 = -1369918.405140
  nChanged 55
		SP:Iteration 34Q (128038.580000 sec): 3 clusters
  Score: Raw -1374453.766330 + Penalty 4518.159822 = -1369935.606508
  nChanged 63
		SP:Iteration 35Q (128038.800000 sec): 3 clusters
  Score: Raw -1374480.730323 + Penalty 4518.159822 = -1369962.570501
  nChanged 70
		SP:Iteration 36Q (128039.040000 sec): 3 clusters
  Score: Raw -1374507.975251 + Penalty 4518.159822 = -1369989.815429
  nChanged 86
		SP:Iteration 37Q (128039.260000 sec): 3 clusters
  Score: Raw -1374547.051814 + Penalty 4518.159822 = -1370028.891992
  nChanged 85
		SP:Iteration 38Q (128039.450000 sec): 3 clusters
  Score: Raw -1374583.891343 + Penalty 4518.159822 = -1370065.731520
  nChanged 76
		SP:Iteration 39Q (128039.640000 sec): 3 clusters
  Score: Raw -1374609.765674 + Penalty 4518.159822 = -1370091.605851
  nChanged 65
		SP:Iteration 40F (128039.820000 sec): 3 clusters
  Score: Raw -1374634.086234 + Penalty 4518.159822 = -1370115.926412
  nChanged 72
		SP:Iteration 41Q (128040.060000 sec): 3 clusters
  Score: Raw -1374661.572073 + Penalty 4518.159822 = -1370143.412251
  nChanged 76
		SP:Iteration 42Q (128040.220000 sec): 3 clusters
  Score: Raw -1374691.377403 + Penalty 4518.159822 = -1370173.217581
  nChanged 77
		SP:Iteration 43Q (128040.470000 sec): 3 clusters
  Score: Raw -1374721.907023 + Penalty 4518.159822 = -1370203.747201
  nChanged 79
		SP:Iteration 44Q (128040.710000 sec): 3 clusters
  Score: Raw -1374753.127960 + Penalty 4518.159822 = -1370234.968137
  nChanged 66
		SP:Iteration 45Q (128040.960000 sec): 3 clusters
  Score: Raw -1374774.266940 + Penalty 4518.159822 = -1370256.107117
  nChanged 66
		SP:Iteration 46Q (128041.190000 sec): 3 clusters
  Score: Raw -1374797.137282 + Penalty 4518.159822 = -1370278.977460
  nChanged 66
		SP:Iteration 47Q (128041.480000 sec): 3 clusters
  Score: Raw -1374817.255316 + Penalty 4518.159822 = -1370299.095494
  nChanged 47
		SP:Iteration 48Q (128041.690000 sec): 3 clusters
  Score: Raw -1374830.616260 + Penalty 4518.159822 = -1370312.456438
  nChanged 29
		SP:Iteration 49Q (128041.880000 sec): 3 clusters
  Score: Raw -1374838.522935 + Penalty 4518.159822 = -1370320.363113
  nChanged 31
		SP:Iteration 50Q (128042.110000 sec): 3 clusters
  Score: Raw -1374848.773741 + Penalty 4518.159822 = -1370330.613918
  nChanged 37
		SP:Iteration 51Q (128042.340000 sec): 3 clusters
  Score: Raw -1374860.389021 + Penalty 4518.159822 = -1370342.229199
  nChanged 31
		SP:Iteration 52Q (128042.610000 sec): 3 clusters
  Score: Raw -1374870.808149 + Penalty 4518.159822 = -1370352.648327
  nChanged 34
		SP:Iteration 53Q (128042.770000 sec): 3 clusters
  Score: Raw -1374880.165648 + Penalty 4518.159822 = -1370362.005826
  nChanged 20
		SP:Iteration 54Q (128042.990000 sec): 3 clusters
  Score: Raw -1374888.372010 + Penalty 4518.159822 = -1370370.212187
  nChanged 21
		SP:Iteration 55Q (128043.220000 sec): 3 clusters
  Score: Raw -1374892.980334 + Penalty 4518.159822 = -1370374.820512
  nChanged 12
		SP:Iteration 56Q (128043.450000 sec): 3 clusters
  Score: Raw -1374895.417829 + Penalty 4518.159822 = -1370377.258007
  nChanged 8
		SP:Iteration 57Q (128043.690000 sec): 3 clusters
  Score: Raw -1374897.001971 + Penalty 4518.159822 = -1370378.842149
  nChanged 7
		SP:Iteration 58Q (128043.890000 sec): 3 clusters
  Score: Raw -1374898.296470 + Penalty 4518.159822 = -1370380.136647
  nChanged 6
		SP:Iteration 59Q (128044.100000 sec): 3 clusters
  Score: Raw -1374899.374616 + Penalty 4518.159822 = -1370381.214793
  nChanged 2
		SP:Iteration 60F (128044.310000 sec): 3 clusters
  Score: Raw -1374899.623362 + Penalty 4518.159822 = -1370381.463540
  nChanged 1
		SP:Iteration 61Q (128044.540000 sec): 3 clusters
  Score: Raw -1374900.074456 + Penalty 4518.159822 = -1370381.914633
  nChanged 1
		SP:Iteration 62Q (128044.790000 sec): 3 clusters
  Score: Raw -1374900.388241 + Penalty 4518.159822 = -1370382.228419
  nChanged 2
		SP:Iteration 63Q (128044.970000 sec): 3 clusters
  Score: Raw -1374900.667429 + Penalty 4518.159822 = -1370382.507607
  nChanged 1
		SP:Iteration 64Q (128045.150000 sec): 3 clusters
  Score: Raw -1374900.831835 + Penalty 4518.159822 = -1370382.672012
  nChanged 1
		SP:Iteration 65Q (128045.390000 sec): 3 clusters
  Score: Raw -1374901.148993 + Penalty 4518.159822 = -1370382.989171
  nChanged 4
		SP:Iteration 66Q (128045.630000 sec): 3 clusters
  Score: Raw -1374902.219283 + Penalty 4518.159822 = -1370384.059461
  nChanged 4
		SP:Iteration 67Q (128045.840000 sec): 3 clusters
  Score: Raw -1374903.334235 + Penalty 4518.159822 = -1370385.174413
  nChanged 4
		SP:Iteration 68Q (128046.040000 sec): 3 clusters
  Score: Raw -1374904.440412 + Penalty 4518.159822 = -1370386.280589
  nChanged 6
		SP:Iteration 69Q (128046.240000 sec): 3 clusters
  Score: Raw -1374905.113917 + Penalty 4518.159822 = -1370386.954094
  nChanged 1
		SP:Iteration 70Q (128046.440000 sec): 3 clusters
  Score: Raw -1374905.216605 + Penalty 4518.159822 = -1370387.056782
  nChanged 1
		SP:Iteration 71Q (128046.650000 sec): 3 clusters
  Score: Raw -1374905.350899 + Penalty 4518.159822 = -1370387.191076
  nChanged 0
		SP:Iteration 72F (128046.850000 sec): 3 clusters
  Score: Raw -1374905.350899 + Penalty 4518.159822 = -1370387.191076
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 52 (11386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128046.980000 sec): 2 clusters
  Score: Raw -1838352.747032 + Penalty 2316.354673 = -1836036.392360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128047.210000 sec): 3 clusters
  Score: Raw -1832210.429106 + Penalty 4632.709346 = -1827577.719760
  nChanged 4810
		SP:Iteration 1F (128047.430000 sec): 3 clusters
  Score: Raw -1834735.070125 + Penalty 4632.709346 = -1830102.360779
  nChanged 674
		SP:Iteration 2F (128047.740000 sec): 3 clusters
  Score: Raw -1835036.175829 + Penalty 4632.709346 = -1830403.466484
  nChanged 510
		SP:Iteration 3Q (128047.980000 sec): 3 clusters
  Score: Raw -1835257.861843 + Penalty 4632.709346 = -1830625.152498
  nChanged 443
		SP:Iteration 4Q (128048.240000 sec): 3 clusters
  Score: Raw -1835437.837034 + Penalty 4632.709346 = -1830805.127689
  nChanged 378
		SP:Iteration 5Q (128048.510000 sec): 3 clusters
  Score: Raw -1835588.929878 + Penalty 4632.709346 = -1830956.220533
  nChanged 338
		SP:Iteration 6Q (128048.730000 sec): 3 clusters
  Score: Raw -1835715.933428 + Penalty 4632.709346 = -1831083.224082
  nChanged 306
		SP:Iteration 7Q (128049.000000 sec): 3 clusters
  Score: Raw -1835834.639999 + Penalty 4632.709346 = -1831201.930654
  nChanged 325
		SP:Iteration 8Q (128049.210000 sec): 3 clusters
  Score: Raw -1835980.754754 + Penalty 4632.709346 = -1831348.045408
  nChanged 354
		SP:Iteration 9Q (128049.480000 sec): 3 clusters
  Score: Raw -1836156.797810 + Penalty 4632.709346 = -1831524.088465
  nChanged 330
		SP:Iteration 10Q (128049.690000 sec): 3 clusters
  Score: Raw -1836320.435293 + Penalty 4632.709346 = -1831687.725947
  nChanged 343
		SP:Iteration 11Q (128049.910000 sec): 3 clusters
  Score: Raw -1836512.166961 + Penalty 4632.709346 = -1831879.457615
  nChanged 378
		SP:Iteration 12Q (128050.160000 sec): 3 clusters
  Score: Raw -1836722.449530 + Penalty 4632.709346 = -1832089.740184
  nChanged 404
		SP:Iteration 13Q (128050.440000 sec): 3 clusters
  Score: Raw -1836962.698316 + Penalty 4632.709346 = -1832329.988970
  nChanged 411
		SP:Iteration 14Q (128050.680000 sec): 3 clusters
  Score: Raw -1837205.405187 + Penalty 4632.709346 = -1832572.695842
  nChanged 402
		SP:Iteration 15Q (128050.940000 sec): 3 clusters
  Score: Raw -1837458.057215 + Penalty 4632.709346 = -1832825.347869
  nChanged 397
		SP:Iteration 16Q (128051.210000 sec): 3 clusters
  Score: Raw -1837715.549284 + Penalty 4632.709346 = -1833082.839939
  nChanged 346
		SP:Iteration 17Q (128051.370000 sec): 3 clusters
  Score: Raw -1837931.197300 + Penalty 4632.709346 = -1833298.487954
  nChanged 278
		SP:Iteration 18Q (128051.590000 sec): 3 clusters
  Score: Raw -1838113.251758 + Penalty 4632.709346 = -1833480.542413
  nChanged 225
		SP:Iteration 19Q (128051.850000 sec): 3 clusters
  Score: Raw -1838264.097365 + Penalty 4632.709346 = -1833631.388019
  nChanged 186
		SP:Iteration 20F (128052.070000 sec): 3 clusters
  Score: Raw -1838391.526203 + Penalty 4632.709346 = -1833758.816858
  nChanged 140
		SP:Iteration 21Q (128052.340000 sec): 3 clusters
  Score: Raw -1838489.518539 + Penalty 4632.709346 = -1833856.809194
  nChanged 125
		SP:Iteration 22Q (128052.570000 sec): 3 clusters
  Score: Raw -1838590.450198 + Penalty 4632.709346 = -1833957.740853
  nChanged 86
		SP:Iteration 23Q (128052.830000 sec): 3 clusters
  Score: Raw -1838658.462722 + Penalty 4632.709346 = -1834025.753376
  nChanged 56
		SP:Iteration 24Q (128053.050000 sec): 3 clusters
  Score: Raw -1838699.640885 + Penalty 4632.709346 = -1834066.931540
  nChanged 38
		SP:Iteration 25Q (128053.320000 sec): 3 clusters
  Score: Raw -1838728.132906 + Penalty 4632.709346 = -1834095.423561
  nChanged 32
		SP:Iteration 26Q (128053.540000 sec): 3 clusters
  Score: Raw -1838752.604957 + Penalty 4632.709346 = -1834119.895612
  nChanged 24
		SP:Iteration 27Q (128053.740000 sec): 3 clusters
  Score: Raw -1838769.903592 + Penalty 4632.709346 = -1834137.194247
  nChanged 19
		SP:Iteration 28Q (128053.990000 sec): 3 clusters
  Score: Raw -1838783.533315 + Penalty 4632.709346 = -1834150.823969
  nChanged 17
		SP:Iteration 29Q (128054.200000 sec): 3 clusters
  Score: Raw -1838798.929484 + Penalty 4632.709346 = -1834166.220138
  nChanged 13
		SP:Iteration 30Q (128054.450000 sec): 3 clusters
  Score: Raw -1838808.956588 + Penalty 4632.709346 = -1834176.247243
  nChanged 5
		SP:Iteration 31Q (128054.650000 sec): 3 clusters
  Score: Raw -1838812.724562 + Penalty 4632.709346 = -1834180.015217
  nChanged 4
		SP:Iteration 32Q (128054.870000 sec): 3 clusters
  Score: Raw -1838814.956729 + Penalty 4632.709346 = -1834182.247384
  nChanged 6
		SP:Iteration 33Q (128055.130000 sec): 3 clusters
  Score: Raw -1838818.891302 + Penalty 4632.709346 = -1834186.181956
  nChanged 5
		SP:Iteration 34Q (128055.360000 sec): 3 clusters
  Score: Raw -1838823.439258 + Penalty 4632.709346 = -1834190.729912
  nChanged 2
		SP:Iteration 35Q (128055.620000 sec): 3 clusters
  Score: Raw -1838825.991049 + Penalty 4632.709346 = -1834193.281704
  nChanged 7
		SP:Iteration 36Q (128055.850000 sec): 3 clusters
  Score: Raw -1838829.684934 + Penalty 4632.709346 = -1834196.975588
  nChanged 4
		SP:Iteration 37Q (128056.110000 sec): 3 clusters
  Score: Raw -1838831.427372 + Penalty 4632.709346 = -1834198.718027
  nChanged 2
		SP:Iteration 38Q (128056.330000 sec): 3 clusters
  Score: Raw -1838832.381698 + Penalty 4632.709346 = -1834199.672352
  nChanged 2
		SP:Iteration 39Q (128056.560000 sec): 3 clusters
  Score: Raw -1838833.205113 + Penalty 4632.709346 = -1834200.495767
  nChanged 1
		SP:Iteration 40F (128056.770000 sec): 3 clusters
  Score: Raw -1838833.813356 + Penalty 4632.709346 = -1834201.104011
  nChanged 2
		SP:Iteration 41Q (128057.050000 sec): 3 clusters
  Score: Raw -1838834.874598 + Penalty 4632.709346 = -1834202.165252
  nChanged 0
		SP:Iteration 42F (128057.320000 sec): 3 clusters
  Score: Raw -1838834.874598 + Penalty 4632.709346 = -1834202.165252
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 53 (3821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128057.430000 sec): 2 clusters
  Score: Raw -521788.345790 + Penalty 2045.570327 = -519742.775463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128057.590000 sec): 3 clusters
  Score: Raw -520049.815050 + Penalty 4091.140654 = -515958.674396
  nChanged 1481
		SP:Iteration 1F (128057.760000 sec): 3 clusters
  Score: Raw -521311.441264 + Penalty 4091.140654 = -517220.300610
  nChanged 396
		SP:Iteration 2F (128057.930000 sec): 3 clusters
  Score: Raw -521727.125844 + Penalty 4091.140654 = -517635.985190
  nChanged 297
		SP:Iteration 3F (128058.090000 sec): 3 clusters
  Score: Raw -522044.802231 + Penalty 4091.140654 = -517953.661577
  nChanged 241
		SP:Iteration 4F (128058.300000 sec): 3 clusters
  Score: Raw -522266.948694 + Penalty 4091.140654 = -518175.808040
  nChanged 151
		SP:Iteration 5Q (128058.470000 sec): 3 clusters
  Score: Raw -522392.689197 + Penalty 4091.140654 = -518301.548543
  nChanged 127
		SP:Iteration 6Q (128058.640000 sec): 3 clusters
  Score: Raw -522501.569635 + Penalty 4091.140654 = -518410.428981
  nChanged 111
		SP:Iteration 7Q (128058.810000 sec): 3 clusters
  Score: Raw -522590.563523 + Penalty 4091.140654 = -518499.422869
  nChanged 72
		SP:Iteration 8Q (128058.970000 sec): 3 clusters
  Score: Raw -522638.017919 + Penalty 4091.140654 = -518546.877265
  nChanged 55
		SP:Iteration 9Q (128059.150000 sec): 3 clusters
  Score: Raw -522671.855534 + Penalty 4091.140654 = -518580.714880
  nChanged 59
		SP:Iteration 10Q (128059.310000 sec): 3 clusters
  Score: Raw -522705.786625 + Penalty 4091.140654 = -518614.645971
  nChanged 54
		SP:Iteration 11Q (128059.490000 sec): 3 clusters
  Score: Raw -522739.929325 + Penalty 4091.140654 = -518648.788671
  nChanged 52
		SP:Iteration 12Q (128059.650000 sec): 3 clusters
  Score: Raw -522775.572067 + Penalty 4091.140654 = -518684.431414
  nChanged 53
		SP:Iteration 13Q (128059.830000 sec): 3 clusters
  Score: Raw -522811.155212 + Penalty 4091.140654 = -518720.014558
  nChanged 51
		SP:Iteration 14Q (128060.000000 sec): 3 clusters
  Score: Raw -522850.562551 + Penalty 4091.140654 = -518759.421897
  nChanged 50
		SP:Iteration 15Q (128060.170000 sec): 3 clusters
  Score: Raw -522884.234040 + Penalty 4091.140654 = -518793.093386
  nChanged 40
		SP:Iteration 16Q (128060.350000 sec): 3 clusters
  Score: Raw -522908.838784 + Penalty 4091.140654 = -518817.698130
  nChanged 37
		SP:Iteration 17Q (128060.520000 sec): 3 clusters
  Score: Raw -522932.111394 + Penalty 4091.140654 = -518840.970740
  nChanged 33
		SP:Iteration 18Q (128060.690000 sec): 3 clusters
  Score: Raw -522951.853510 + Penalty 4091.140654 = -518860.712856
  nChanged 29
		SP:Iteration 19Q (128060.870000 sec): 3 clusters
  Score: Raw -522965.237521 + Penalty 4091.140654 = -518874.096867
  nChanged 26
		SP:Iteration 20F (128061.100000 sec): 3 clusters
  Score: Raw -522978.900186 + Penalty 4091.140654 = -518887.759532
  nChanged 22
		SP:Iteration 21Q (128061.300000 sec): 3 clusters
  Score: Raw -522988.962033 + Penalty 4091.140654 = -518897.821379
  nChanged 20
		SP:Iteration 22Q (128061.480000 sec): 3 clusters
  Score: Raw -522997.584272 + Penalty 4091.140654 = -518906.443618
  nChanged 21
		SP:Iteration 23Q (128061.610000 sec): 3 clusters
  Score: Raw -523006.860650 + Penalty 4091.140654 = -518915.719996
  nChanged 19
		SP:Iteration 24Q (128061.800000 sec): 3 clusters
  Score: Raw -523016.713423 + Penalty 4091.140654 = -518925.572770
  nChanged 26
		SP:Iteration 25Q (128061.960000 sec): 3 clusters
  Score: Raw -523026.489162 + Penalty 4091.140654 = -518935.348508
  nChanged 18
		SP:Iteration 26Q (128062.110000 sec): 3 clusters
  Score: Raw -523035.301602 + Penalty 4091.140654 = -518944.160948
  nChanged 16
		SP:Iteration 27Q (128062.270000 sec): 3 clusters
  Score: Raw -523041.137067 + Penalty 4091.140654 = -518949.996413
  nChanged 10
		SP:Iteration 28Q (128062.430000 sec): 3 clusters
  Score: Raw -523044.435909 + Penalty 4091.140654 = -518953.295255
  nChanged 5
		SP:Iteration 29Q (128062.590000 sec): 3 clusters
  Score: Raw -523045.623650 + Penalty 4091.140654 = -518954.482996
  nChanged 2
		SP:Iteration 30Q (128062.750000 sec): 3 clusters
  Score: Raw -523046.377561 + Penalty 4091.140654 = -518955.236907
  nChanged 1
		SP:Iteration 31Q (128062.900000 sec): 3 clusters
  Score: Raw -523046.811742 + Penalty 4091.140654 = -518955.671088
  nChanged 1
		SP:Iteration 32Q (128063.060000 sec): 3 clusters
  Score: Raw -523047.131349 + Penalty 4091.140654 = -518955.990695
  nChanged 1
		SP:Iteration 33Q (128063.220000 sec): 3 clusters
  Score: Raw -523047.468374 + Penalty 4091.140654 = -518956.327720
  nChanged 1
		SP:Iteration 34Q (128063.380000 sec): 3 clusters
  Score: Raw -523047.756536 + Penalty 4091.140654 = -518956.615882
  nChanged 1
		SP:Iteration 35Q (128063.530000 sec): 3 clusters
  Score: Raw -523048.051593 + Penalty 4091.140654 = -518956.910939
  nChanged 0
		SP:Iteration 36F (128063.690000 sec): 3 clusters
  Score: Raw -523048.051593 + Penalty 4091.140654 = -518956.910939
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 54 (3528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128063.800000 sec): 2 clusters
  Score: Raw -518690.962833 + Penalty 2025.784631 = -516665.178202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128063.980000 sec): 3 clusters
  Score: Raw -517143.192003 + Penalty 4051.569263 = -513091.622740
  nChanged 1252
		SP:Iteration 1F (128064.150000 sec): 3 clusters
  Score: Raw -517947.394751 + Penalty 4051.569263 = -513895.825488
  nChanged 285
		SP:Iteration 2F (128064.330000 sec): 3 clusters
  Score: Raw -518193.742212 + Penalty 4051.569263 = -514142.172949
  nChanged 232
		SP:Iteration 3F (128064.510000 sec): 3 clusters
  Score: Raw -518423.859472 + Penalty 4051.569263 = -514372.290209
  nChanged 203
		SP:Iteration 4F (128064.680000 sec): 3 clusters
  Score: Raw -518695.107985 + Penalty 4051.569263 = -514643.538722
  nChanged 188
		SP:Iteration 5F (128064.900000 sec): 3 clusters
  Score: Raw -518927.006928 + Penalty 4051.569263 = -514875.437665
  nChanged 200
		SP:Iteration 6F (128065.070000 sec): 3 clusters
  Score: Raw -519162.346141 + Penalty 4051.569263 = -515110.776878
  nChanged 200
		SP:Iteration 7F (128065.250000 sec): 3 clusters
  Score: Raw -519386.955711 + Penalty 4051.569263 = -515335.386448
  nChanged 160
		SP:Iteration 8Q (128065.430000 sec): 3 clusters
  Score: Raw -519528.809838 + Penalty 4051.569263 = -515477.240575
  nChanged 105
		SP:Iteration 9Q (128065.630000 sec): 3 clusters
  Score: Raw -519607.948978 + Penalty 4051.569263 = -515556.379715
  nChanged 82
		SP:Iteration 10Q (128065.810000 sec): 3 clusters
  Score: Raw -519660.936054 + Penalty 4051.569263 = -515609.366791
  nChanged 54
		SP:Iteration 11Q (128065.980000 sec): 3 clusters
  Score: Raw -519694.262082 + Penalty 4051.569263 = -515642.692820
  nChanged 43
		SP:Iteration 12Q (128066.120000 sec): 3 clusters
  Score: Raw -519718.687549 + Penalty 4051.569263 = -515667.118286
  nChanged 40
		SP:Iteration 13Q (128066.300000 sec): 3 clusters
  Score: Raw -519739.916431 + Penalty 4051.569263 = -515688.347168
  nChanged 23
		SP:Iteration 14Q (128066.470000 sec): 3 clusters
  Score: Raw -519752.240482 + Penalty 4051.569263 = -515700.671219
  nChanged 20
		SP:Iteration 15Q (128066.650000 sec): 3 clusters
  Score: Raw -519762.906445 + Penalty 4051.569263 = -515711.337182
  nChanged 20
		SP:Iteration 16Q (128066.820000 sec): 3 clusters
  Score: Raw -519774.788066 + Penalty 4051.569263 = -515723.218804
  nChanged 15
		SP:Iteration 17Q (128067.000000 sec): 3 clusters
  Score: Raw -519785.252438 + Penalty 4051.569263 = -515733.683175
  nChanged 18
		SP:Iteration 18Q (128067.170000 sec): 3 clusters
  Score: Raw -519793.968617 + Penalty 4051.569263 = -515742.399355
  nChanged 15
		SP:Iteration 19Q (128067.350000 sec): 3 clusters
  Score: Raw -519800.842866 + Penalty 4051.569263 = -515749.273603
  nChanged 15
		SP:Iteration 20F (128067.520000 sec): 3 clusters
  Score: Raw -519805.592385 + Penalty 4051.569263 = -515754.023122
  nChanged 11
		SP:Iteration 21Q (128067.690000 sec): 3 clusters
  Score: Raw -519811.676177 + Penalty 4051.569263 = -515760.106915
  nChanged 13
		SP:Iteration 22Q (128067.870000 sec): 3 clusters
  Score: Raw -519818.565190 + Penalty 4051.569263 = -515766.995927
  nChanged 7
		SP:Iteration 23Q (128068.040000 sec): 3 clusters
  Score: Raw -519821.125862 + Penalty 4051.569263 = -515769.556599
  nChanged 6
		SP:Iteration 24Q (128068.210000 sec): 3 clusters
  Score: Raw -519823.044450 + Penalty 4051.569263 = -515771.475188
  nChanged 5
		SP:Iteration 25Q (128068.390000 sec): 3 clusters
  Score: Raw -519826.384378 + Penalty 4051.569263 = -515774.815115
  nChanged 3
		SP:Iteration 26Q (128068.560000 sec): 3 clusters
  Score: Raw -519828.193842 + Penalty 4051.569263 = -515776.624579
  nChanged 4
		SP:Iteration 27Q (128068.730000 sec): 3 clusters
  Score: Raw -519829.502745 + Penalty 4051.569263 = -515777.933482
  nChanged 4
		SP:Iteration 28Q (128068.950000 sec): 3 clusters
  Score: Raw -519830.647728 + Penalty 4051.569263 = -515779.078466
  nChanged 1
		SP:Iteration 29Q (128069.090000 sec): 3 clusters
  Score: Raw -519830.735550 + Penalty 4051.569263 = -515779.166287
  nChanged 0
		SP:Iteration 30F (128069.270000 sec): 3 clusters
  Score: Raw -519830.735550 + Penalty 4051.569263 = -515779.166287
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 55 (5794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128069.380000 sec): 2 clusters
  Score: Raw -932076.547605 + Penalty 2148.815388 = -929927.732216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128069.570000 sec): 3 clusters
  Score: Raw -929296.731980 + Penalty 4297.630776 = -924999.101204
  nChanged 2201
		SP:Iteration 1F (128069.810000 sec): 3 clusters
  Score: Raw -930605.628108 + Penalty 4297.630776 = -926307.997332
  nChanged 440
		SP:Iteration 2F (128069.990000 sec): 3 clusters
  Score: Raw -930895.945839 + Penalty 4297.630776 = -926598.315063
  nChanged 360
		SP:Iteration 3F (128070.210000 sec): 3 clusters
  Score: Raw -931149.560152 + Penalty 4297.630776 = -926851.929376
  nChanged 336
		SP:Iteration 4F (128070.410000 sec): 3 clusters
  Score: Raw -931405.189535 + Penalty 4297.630776 = -927107.558758
  nChanged 312
		SP:Iteration 5F (128070.600000 sec): 3 clusters
  Score: Raw -931659.561725 + Penalty 4297.630776 = -927361.930949
  nChanged 303
		SP:Iteration 6F (128070.780000 sec): 3 clusters
  Score: Raw -931901.845178 + Penalty 4297.630776 = -927604.214402
  nChanged 253
		SP:Iteration 7Q (128070.970000 sec): 3 clusters
  Score: Raw -932078.372916 + Penalty 4297.630776 = -927780.742139
  nChanged 210
		SP:Iteration 8Q (128071.150000 sec): 3 clusters
  Score: Raw -932200.201845 + Penalty 4297.630776 = -927902.571068
  nChanged 151
		SP:Iteration 9Q (128071.370000 sec): 3 clusters
  Score: Raw -932277.036790 + Penalty 4297.630776 = -927979.406013
  nChanged 93
		SP:Iteration 10Q (128071.590000 sec): 3 clusters
  Score: Raw -932318.641945 + Penalty 4297.630776 = -928021.011169
  nChanged 66
		SP:Iteration 11Q (128071.730000 sec): 3 clusters
  Score: Raw -932345.727024 + Penalty 4297.630776 = -928048.096247
  nChanged 53
		SP:Iteration 12Q (128071.910000 sec): 3 clusters
  Score: Raw -932366.156260 + Penalty 4297.630776 = -928068.525484
  nChanged 37
		SP:Iteration 13Q (128072.110000 sec): 3 clusters
  Score: Raw -932379.468019 + Penalty 4297.630776 = -928081.837243
  nChanged 30
		SP:Iteration 14Q (128072.330000 sec): 3 clusters
  Score: Raw -932389.448900 + Penalty 4297.630776 = -928091.818124
  nChanged 23
		SP:Iteration 15Q (128072.510000 sec): 3 clusters
  Score: Raw -932397.884062 + Penalty 4297.630776 = -928100.253286
  nChanged 20
		SP:Iteration 16Q (128072.680000 sec): 3 clusters
  Score: Raw -932404.125252 + Penalty 4297.630776 = -928106.494475
  nChanged 17
		SP:Iteration 17Q (128072.850000 sec): 3 clusters
  Score: Raw -932409.380863 + Penalty 4297.630776 = -928111.750086
  nChanged 22
		SP:Iteration 18Q (128073.060000 sec): 3 clusters
  Score: Raw -932416.779643 + Penalty 4297.630776 = -928119.148867
  nChanged 24
		SP:Iteration 19Q (128073.210000 sec): 3 clusters
  Score: Raw -932424.357118 + Penalty 4297.630776 = -928126.726341
  nChanged 17
		SP:Iteration 20F (128073.400000 sec): 3 clusters
  Score: Raw -932429.798289 + Penalty 4297.630776 = -928132.167512
  nChanged 20
		SP:Iteration 21Q (128073.590000 sec): 3 clusters
  Score: Raw -932436.565762 + Penalty 4297.630776 = -928138.934986
  nChanged 22
		SP:Iteration 22Q (128073.790000 sec): 3 clusters
  Score: Raw -932444.462197 + Penalty 4297.630776 = -928146.831421
  nChanged 22
		SP:Iteration 23Q (128073.980000 sec): 3 clusters
  Score: Raw -932452.840084 + Penalty 4297.630776 = -928155.209308
  nChanged 11
		SP:Iteration 24Q (128074.170000 sec): 3 clusters
  Score: Raw -932456.250052 + Penalty 4297.630776 = -928158.619276
  nChanged 10
		SP:Iteration 25Q (128074.370000 sec): 3 clusters
  Score: Raw -932458.698459 + Penalty 4297.630776 = -928161.067683
  nChanged 10
		SP:Iteration 26Q (128074.570000 sec): 3 clusters
  Score: Raw -932462.065063 + Penalty 4297.630776 = -928164.434287
  nChanged 13
		SP:Iteration 27Q (128074.760000 sec): 3 clusters
  Score: Raw -932466.501916 + Penalty 4297.630776 = -928168.871140
  nChanged 11
		SP:Iteration 28Q (128074.960000 sec): 3 clusters
  Score: Raw -932469.977121 + Penalty 4297.630776 = -928172.346344
  nChanged 16
		SP:Iteration 29Q (128075.150000 sec): 3 clusters
  Score: Raw -932473.426455 + Penalty 4297.630776 = -928175.795678
  nChanged 13
		SP:Iteration 30Q (128075.350000 sec): 3 clusters
  Score: Raw -932477.875842 + Penalty 4297.630776 = -928180.245066
  nChanged 9
		SP:Iteration 31Q (128075.580000 sec): 3 clusters
  Score: Raw -932479.667792 + Penalty 4297.630776 = -928182.037016
  nChanged 6
		SP:Iteration 32Q (128075.790000 sec): 3 clusters
  Score: Raw -932481.465156 + Penalty 4297.630776 = -928183.834379
  nChanged 6
		SP:Iteration 33Q (128075.980000 sec): 3 clusters
  Score: Raw -932483.537571 + Penalty 4297.630776 = -928185.906794
  nChanged 7
		SP:Iteration 34Q (128076.190000 sec): 3 clusters
  Score: Raw -932485.552246 + Penalty 4297.630776 = -928187.921470
  nChanged 5
		SP:Iteration 35Q (128076.440000 sec): 3 clusters
  Score: Raw -932486.447031 + Penalty 4297.630776 = -928188.816255
  nChanged 4
		SP:Iteration 36Q (128076.630000 sec): 3 clusters
  Score: Raw -932487.275832 + Penalty 4297.630776 = -928189.645056
  nChanged 1
		SP:Iteration 37Q (128076.770000 sec): 3 clusters
  Score: Raw -932487.434397 + Penalty 4297.630776 = -928189.803620
  nChanged 0
		SP:Iteration 38F (128076.930000 sec): 3 clusters
  Score: Raw -932487.434397 + Penalty 4297.630776 = -928189.803620
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 56 (43994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128077.300000 sec): 2 clusters
  Score: Raw -6622491.219507 + Penalty 2651.568518 = -6619839.650989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128077.870000 sec): 3 clusters
  Score: Raw -6595432.169202 + Penalty 5303.137036 = -6590129.032166
  nChanged 20290
		SP:Iteration 1F (128078.390000 sec): 3 clusters
  Score: Raw -6607195.268319 + Penalty 5303.137036 = -6601892.131283
  nChanged 2471
		SP:Iteration 2F (128078.920000 sec): 3 clusters
  Score: Raw -6608368.428587 + Penalty 5303.137036 = -6603065.291551
  nChanged 2538
		SP:Iteration 3F (128079.500000 sec): 3 clusters
  Score: Raw -6609764.057422 + Penalty 5303.137036 = -6604460.920387
  nChanged 2725
		SP:Iteration 4F (128080.040000 sec): 3 clusters
  Score: Raw -6611364.287605 + Penalty 5303.137036 = -6606061.150569
  nChanged 2711
		SP:Iteration 5F (128080.550000 sec): 3 clusters
  Score: Raw -6612919.597774 + Penalty 5303.137036 = -6607616.460738
  nChanged 2516
		SP:Iteration 6F (128081.120000 sec): 3 clusters
  Score: Raw -6614338.629611 + Penalty 5303.137036 = -6609035.492575
  nChanged 2154
		SP:Iteration 7Q (128081.680000 sec): 3 clusters
  Score: Raw -6615577.441473 + Penalty 5303.137036 = -6610274.304437
  nChanged 1951
		SP:Iteration 8Q (128082.270000 sec): 3 clusters
  Score: Raw -6616694.145529 + Penalty 5303.137036 = -6611391.008493
  nChanged 1734
		SP:Iteration 9Q (128082.740000 sec): 3 clusters
  Score: Raw -6617602.891401 + Penalty 5303.137036 = -6612299.754365
  nChanged 1409
		SP:Iteration 10Q (128083.210000 sec): 3 clusters
  Score: Raw -6618233.861392 + Penalty 5303.137036 = -6612930.724356
  nChanged 1129
		SP:Iteration 11Q (128083.770000 sec): 3 clusters
  Score: Raw -6618715.684134 + Penalty 5303.137036 = -6613412.547098
  nChanged 928
		SP:Iteration 12Q (128084.340000 sec): 3 clusters
  Score: Raw -6619084.229073 + Penalty 5303.137036 = -6613781.092037
  nChanged 789
		SP:Iteration 13Q (128084.900000 sec): 3 clusters
  Score: Raw -6619353.887837 + Penalty 5303.137036 = -6614050.750801
  nChanged 619
		SP:Iteration 14Q (128085.440000 sec): 3 clusters
  Score: Raw -6619541.802438 + Penalty 5303.137036 = -6614238.665402
  nChanged 512
		SP:Iteration 15Q (128086.000000 sec): 3 clusters
  Score: Raw -6619675.768290 + Penalty 5303.137036 = -6614372.631254
  nChanged 441
		SP:Iteration 16Q (128086.530000 sec): 3 clusters
  Score: Raw -6619776.620923 + Penalty 5303.137036 = -6614473.483888
  nChanged 387
		SP:Iteration 17Q (128087.060000 sec): 3 clusters
  Score: Raw -6619856.083273 + Penalty 5303.137036 = -6614552.946237
  nChanged 332
		SP:Iteration 18Q (128087.540000 sec): 3 clusters
  Score: Raw -6619920.400846 + Penalty 5303.137036 = -6614617.263810
  nChanged 293
		SP:Iteration 19Q (128088.060000 sec): 3 clusters
  Score: Raw -6619977.836216 + Penalty 5303.137036 = -6614674.699180
  nChanged 291
		SP:Iteration 20F (128088.600000 sec): 3 clusters
  Score: Raw -6620041.031918 + Penalty 5303.137036 = -6614737.894883
  nChanged 316
		SP:Iteration 21Q (128089.150000 sec): 3 clusters
  Score: Raw -6620111.846907 + Penalty 5303.137036 = -6614808.709871
  nChanged 344
		SP:Iteration 22Q (128089.660000 sec): 3 clusters
  Score: Raw -6620191.865068 + Penalty 5303.137036 = -6614888.728032
  nChanged 330
		SP:Iteration 23Q (128090.060000 sec): 3 clusters
  Score: Raw -6620268.913816 + Penalty 5303.137036 = -6614965.776780
  nChanged 360
		SP:Iteration 24Q (128090.520000 sec): 3 clusters
  Score: Raw -6620360.255255 + Penalty 5303.137036 = -6615057.118219
  nChanged 393
		SP:Iteration 25Q (128091.040000 sec): 3 clusters
  Score: Raw -6620459.501859 + Penalty 5303.137036 = -6615156.364824
  nChanged 376
		SP:Iteration 26Q (128091.520000 sec): 3 clusters
  Score: Raw -6620553.759544 + Penalty 5303.137036 = -6615250.622508
  nChanged 358
		SP:Iteration 27Q (128092.030000 sec): 3 clusters
  Score: Raw -6620642.744002 + Penalty 5303.137036 = -6615339.606967
  nChanged 341
		SP:Iteration 28Q (128092.500000 sec): 3 clusters
  Score: Raw -6620736.181991 + Penalty 5303.137036 = -6615433.044955
  nChanged 356
		SP:Iteration 29Q (128093.030000 sec): 3 clusters
  Score: Raw -6620826.437267 + Penalty 5303.137036 = -6615523.300232
  nChanged 357
		SP:Iteration 30Q (128093.580000 sec): 3 clusters
  Score: Raw -6620921.448207 + Penalty 5303.137036 = -6615618.311171
  nChanged 381
		SP:Iteration 31Q (128094.050000 sec): 3 clusters
  Score: Raw -6621028.438954 + Penalty 5303.137036 = -6615725.301918
  nChanged 404
		SP:Iteration 32Q (128094.520000 sec): 3 clusters
  Score: Raw -6621144.009859 + Penalty 5303.137036 = -6615840.872823
  nChanged 379
		SP:Iteration 33Q (128095.000000 sec): 3 clusters
  Score: Raw -6621255.178165 + Penalty 5303.137036 = -6615952.041130
  nChanged 417
		SP:Iteration 34Q (128095.480000 sec): 3 clusters
  Score: Raw -6621382.159992 + Penalty 5303.137036 = -6616079.022957
  nChanged 425
		SP:Iteration 35Q (128095.960000 sec): 3 clusters
  Score: Raw -6621524.769637 + Penalty 5303.137036 = -6616221.632601
  nChanged 459
		SP:Iteration 36Q (128096.480000 sec): 3 clusters
  Score: Raw -6621678.390797 + Penalty 5303.137036 = -6616375.253761
  nChanged 437
		SP:Iteration 37Q (128096.900000 sec): 3 clusters
  Score: Raw -6621833.368698 + Penalty 5303.137036 = -6616530.231662
  nChanged 433
		SP:Iteration 38Q (128097.400000 sec): 3 clusters
  Score: Raw -6621989.602057 + Penalty 5303.137036 = -6616686.465021
  nChanged 446
		SP:Iteration 39Q (128097.890000 sec): 3 clusters
  Score: Raw -6622163.246231 + Penalty 5303.137036 = -6616860.109195
  nChanged 412
		SP:Iteration 40F (128098.420000 sec): 3 clusters
  Score: Raw -6622324.986334 + Penalty 5303.137036 = -6617021.849299
  nChanged 396
		SP:Iteration 41Q (128098.880000 sec): 3 clusters
  Score: Raw -6622481.946936 + Penalty 5303.137036 = -6617178.809901
  nChanged 379
		SP:Iteration 42Q (128099.340000 sec): 3 clusters
  Score: Raw -6622632.467813 + Penalty 5303.137036 = -6617329.330777
  nChanged 342
		SP:Iteration 43Q (128099.800000 sec): 3 clusters
  Score: Raw -6622767.144241 + Penalty 5303.137036 = -6617464.007205
  nChanged 316
		SP:Iteration 44Q (128100.280000 sec): 3 clusters
  Score: Raw -6622882.801472 + Penalty 5303.137036 = -6617579.664436
  nChanged 294
		SP:Iteration 45Q (128100.770000 sec): 3 clusters
  Score: Raw -6622984.704862 + Penalty 5303.137036 = -6617681.567826
  nChanged 260
		SP:Iteration 46Q (128101.200000 sec): 3 clusters
  Score: Raw -6623078.895276 + Penalty 5303.137036 = -6617775.758240
  nChanged 252
		SP:Iteration 47Q (128101.640000 sec): 3 clusters
  Score: Raw -6623166.962882 + Penalty 5303.137036 = -6617863.825846
  nChanged 223
		SP:Iteration 48Q (128102.170000 sec): 3 clusters
  Score: Raw -6623245.595472 + Penalty 5303.137036 = -6617942.458436
  nChanged 182
		SP:Iteration 49Q (128102.660000 sec): 3 clusters
  Score: Raw -6623313.943144 + Penalty 5303.137036 = -6618010.806108
  nChanged 178
		SP:Iteration 50Q (128103.150000 sec): 3 clusters
  Score: Raw -6623376.758892 + Penalty 5303.137036 = -6618073.621856
  nChanged 166
		SP:Iteration 51Q (128103.590000 sec): 3 clusters
  Score: Raw -6623429.711352 + Penalty 5303.137036 = -6618126.574316
  nChanged 135
		SP:Iteration 52Q (128104.070000 sec): 3 clusters
  Score: Raw -6623474.573264 + Penalty 5303.137036 = -6618171.436228
  nChanged 117
		SP:Iteration 53Q (128104.560000 sec): 3 clusters
  Score: Raw -6623508.084747 + Penalty 5303.137036 = -6618204.947712
  nChanged 96
		SP:Iteration 54Q (128105.060000 sec): 3 clusters
  Score: Raw -6623539.571993 + Penalty 5303.137036 = -6618236.434957
  nChanged 95
		SP:Iteration 55Q (128105.530000 sec): 3 clusters
  Score: Raw -6623570.587062 + Penalty 5303.137036 = -6618267.450026
  nChanged 77
		SP:Iteration 56Q (128105.920000 sec): 3 clusters
  Score: Raw -6623594.409654 + Penalty 5303.137036 = -6618291.272618
  nChanged 72
		SP:Iteration 57Q (128106.500000 sec): 3 clusters
  Score: Raw -6623615.851914 + Penalty 5303.137036 = -6618312.714878
  nChanged 56
		SP:Iteration 58Q (128107.000000 sec): 3 clusters
  Score: Raw -6623633.140826 + Penalty 5303.137036 = -6618330.003790
  nChanged 51
		SP:Iteration 59Q (128107.570000 sec): 3 clusters
  Score: Raw -6623647.363711 + Penalty 5303.137036 = -6618344.226675
  nChanged 54
		SP:Iteration 60F (128108.100000 sec): 3 clusters
  Score: Raw -6623669.102542 + Penalty 5303.137036 = -6618365.965506
  nChanged 70
		SP:Iteration 61Q (128108.560000 sec): 3 clusters
  Score: Raw -6623699.007231 + Penalty 5303.137036 = -6618395.870195
  nChanged 57
		SP:Iteration 62Q (128109.000000 sec): 3 clusters
  Score: Raw -6623723.009442 + Penalty 5303.137036 = -6618419.872407
  nChanged 62
		SP:Iteration 63Q (128109.480000 sec): 3 clusters
  Score: Raw -6623748.531234 + Penalty 5303.137036 = -6618445.394198
  nChanged 57
		SP:Iteration 64Q (128109.970000 sec): 3 clusters
  Score: Raw -6623768.285050 + Penalty 5303.137036 = -6618465.148014
  nChanged 45
		SP:Iteration 65Q (128110.470000 sec): 3 clusters
  Score: Raw -6623780.544929 + Penalty 5303.137036 = -6618477.407893
  nChanged 27
		SP:Iteration 66Q (128110.870000 sec): 3 clusters
  Score: Raw -6623787.578275 + Penalty 5303.137036 = -6618484.441239
  nChanged 17
		SP:Iteration 67Q (128111.390000 sec): 3 clusters
  Score: Raw -6623792.361673 + Penalty 5303.137036 = -6618489.224637
  nChanged 14
		SP:Iteration 68Q (128111.870000 sec): 3 clusters
  Score: Raw -6623795.419683 + Penalty 5303.137036 = -6618492.282647
  nChanged 16
		SP:Iteration 69Q (128112.350000 sec): 3 clusters
  Score: Raw -6623799.617610 + Penalty 5303.137036 = -6618496.480574
  nChanged 21
		SP:Iteration 70Q (128112.780000 sec): 3 clusters
  Score: Raw -6623803.949325 + Penalty 5303.137036 = -6618500.812289
  nChanged 11
		SP:Iteration 71Q (128113.170000 sec): 3 clusters
  Score: Raw -6623805.948775 + Penalty 5303.137036 = -6618502.811739
  nChanged 10
		SP:Iteration 72Q (128113.730000 sec): 3 clusters
  Score: Raw -6623808.470380 + Penalty 5303.137036 = -6618505.333344
  nChanged 9
		SP:Iteration 73Q (128114.220000 sec): 3 clusters
  Score: Raw -6623811.286638 + Penalty 5303.137036 = -6618508.149602
  nChanged 14
		SP:Iteration 74Q (128114.710000 sec): 3 clusters
  Score: Raw -6623816.303350 + Penalty 5303.137036 = -6618513.166314
  nChanged 19
		SP:Iteration 75Q (128115.130000 sec): 3 clusters
  Score: Raw -6623824.583586 + Penalty 5303.137036 = -6618521.446550
  nChanged 20
		SP:Iteration 76Q (128115.620000 sec): 3 clusters
  Score: Raw -6623831.292910 + Penalty 5303.137036 = -6618528.155874
  nChanged 21
		SP:Iteration 77Q (128116.090000 sec): 3 clusters
  Score: Raw -6623839.360362 + Penalty 5303.137036 = -6618536.223327
  nChanged 26
		SP:Iteration 78Q (128116.570000 sec): 3 clusters
  Score: Raw -6623845.958888 + Penalty 5303.137036 = -6618542.821852
  nChanged 18
		SP:Iteration 79Q (128117.010000 sec): 3 clusters
  Score: Raw -6623851.385398 + Penalty 5303.137036 = -6618548.248362
  nChanged 26
		SP:Iteration 80F (128117.480000 sec): 3 clusters
  Score: Raw -6623858.787743 + Penalty 5303.137036 = -6618555.650707
  nChanged 27
		SP:Iteration 81Q (128117.860000 sec): 3 clusters
  Score: Raw -6623868.569052 + Penalty 5303.137036 = -6618565.432016
  nChanged 30
		SP:Iteration 82Q (128118.340000 sec): 3 clusters
  Score: Raw -6623878.791246 + Penalty 5303.137036 = -6618575.654210
  nChanged 32
		SP:Iteration 83Q (128118.820000 sec): 3 clusters
  Score: Raw -6623889.573723 + Penalty 5303.137036 = -6618586.436687
  nChanged 23
		SP:Iteration 84Q (128119.280000 sec): 3 clusters
  Score: Raw -6623895.876739 + Penalty 5303.137036 = -6618592.739703
  nChanged 28
		SP:Iteration 85Q (128119.700000 sec): 3 clusters
  Score: Raw -6623904.061392 + Penalty 5303.137036 = -6618600.924356
  nChanged 16
		SP:Iteration 86Q (128120.120000 sec): 3 clusters
  Score: Raw -6623908.363436 + Penalty 5303.137036 = -6618605.226400
  nChanged 17
		SP:Iteration 87Q (128120.640000 sec): 3 clusters
  Score: Raw -6623914.094314 + Penalty 5303.137036 = -6618610.957278
  nChanged 18
		SP:Iteration 88Q (128121.160000 sec): 3 clusters
  Score: Raw -6623920.674607 + Penalty 5303.137036 = -6618617.537571
  nChanged 15
		SP:Iteration 89Q (128121.640000 sec): 3 clusters
  Score: Raw -6623924.342317 + Penalty 5303.137036 = -6618621.205281
  nChanged 9
		SP:Iteration 90Q (128122.090000 sec): 3 clusters
  Score: Raw -6623927.257471 + Penalty 5303.137036 = -6618624.120435
  nChanged 4
		SP:Iteration 91Q (128122.540000 sec): 3 clusters
  Score: Raw -6623928.152277 + Penalty 5303.137036 = -6618625.015241
  nChanged 3
		SP:Iteration 92Q (128123.030000 sec): 3 clusters
  Score: Raw -6623928.937288 + Penalty 5303.137036 = -6618625.800252
  nChanged 5
		SP:Iteration 93Q (128123.560000 sec): 3 clusters
  Score: Raw -6623930.273318 + Penalty 5303.137036 = -6618627.136282
  nChanged 6
		SP:Iteration 94Q (128124.050000 sec): 3 clusters
  Score: Raw -6623931.811074 + Penalty 5303.137036 = -6618628.674039
  nChanged 6
		SP:Iteration 95Q (128124.490000 sec): 3 clusters
  Score: Raw -6623932.852254 + Penalty 5303.137036 = -6618629.715219
  nChanged 4
		SP:Iteration 96Q (128124.880000 sec): 3 clusters
  Score: Raw -6623933.681143 + Penalty 5303.137036 = -6618630.544107
  nChanged 4
		SP:Iteration 97Q (128125.440000 sec): 3 clusters
  Score: Raw -6623934.402068 + Penalty 5303.137036 = -6618631.265032
  nChanged 3
		SP:Iteration 98Q (128125.890000 sec): 3 clusters
  Score: Raw -6623935.012367 + Penalty 5303.137036 = -6618631.875331
  nChanged 3
		SP:Iteration 99Q (128126.380000 sec): 3 clusters
  Score: Raw -6623935.953193 + Penalty 5303.137036 = -6618632.816157
  nChanged 3
		SP:Iteration 100F (128126.820000 sec): 3 clusters
  Score: Raw -6623936.576815 + Penalty 5303.137036 = -6618633.439779
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 57 (11270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128126.920000 sec): 2 clusters
  Score: Raw -1789254.907570 + Penalty 2313.815103 = -1786941.092468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128127.170000 sec): 3 clusters
  Score: Raw -1783086.151530 + Penalty 4627.630205 = -1778458.521325
  nChanged 4695
		SP:Iteration 1F (128127.460000 sec): 3 clusters
  Score: Raw -1785613.597674 + Penalty 4627.630205 = -1780985.967469
  nChanged 830
		SP:Iteration 2F (128127.700000 sec): 3 clusters
  Score: Raw -1786015.626262 + Penalty 4627.630205 = -1781387.996057
  nChanged 618
		SP:Iteration 3F (128127.910000 sec): 3 clusters
  Score: Raw -1786277.630868 + Penalty 4627.630205 = -1781650.000663
  nChanged 510
		SP:Iteration 4Q (128128.200000 sec): 3 clusters
  Score: Raw -1786497.455476 + Penalty 4627.630205 = -1781869.825271
  nChanged 470
		SP:Iteration 5Q (128128.490000 sec): 3 clusters
  Score: Raw -1786722.920120 + Penalty 4627.630205 = -1782095.289915
  nChanged 514
		SP:Iteration 6Q (128128.760000 sec): 3 clusters
  Score: Raw -1786995.215489 + Penalty 4627.630205 = -1782367.585284
  nChanged 522
		SP:Iteration 7Q (128129.020000 sec): 3 clusters
  Score: Raw -1787289.189725 + Penalty 4627.630205 = -1782661.559520
  nChanged 532
		SP:Iteration 8Q (128129.290000 sec): 3 clusters
  Score: Raw -1787607.421393 + Penalty 4627.630205 = -1782979.791188
  nChanged 498
		SP:Iteration 9Q (128129.560000 sec): 3 clusters
  Score: Raw -1787940.409901 + Penalty 4627.630205 = -1783312.779696
  nChanged 480
		SP:Iteration 10Q (128129.840000 sec): 3 clusters
  Score: Raw -1788300.967080 + Penalty 4627.630205 = -1783673.336875
  nChanged 497
		SP:Iteration 11Q (128129.980000 sec): 3 clusters
  Score: Raw -1788650.747074 + Penalty 4627.630205 = -1784023.116869
  nChanged 484
		SP:Iteration 12Q (128130.150000 sec): 3 clusters
  Score: Raw -1788977.903342 + Penalty 4627.630205 = -1784350.273136
  nChanged 404
		SP:Iteration 13Q (128130.300000 sec): 3 clusters
  Score: Raw -1789204.340042 + Penalty 4627.630205 = -1784576.709837
  nChanged 308
		SP:Iteration 14Q (128130.480000 sec): 3 clusters
  Score: Raw -1789349.037987 + Penalty 4627.630205 = -1784721.407782
  nChanged 231
		SP:Iteration 15Q (128130.620000 sec): 3 clusters
  Score: Raw -1789466.984078 + Penalty 4627.630205 = -1784839.353873
  nChanged 232
		SP:Iteration 16Q (128130.900000 sec): 3 clusters
  Score: Raw -1789577.351372 + Penalty 4627.630205 = -1784949.721167
  nChanged 185
		SP:Iteration 17Q (128131.190000 sec): 3 clusters
  Score: Raw -1789653.439704 + Penalty 4627.630205 = -1785025.809499
  nChanged 145
		SP:Iteration 18Q (128131.440000 sec): 3 clusters
  Score: Raw -1789710.999364 + Penalty 4627.630205 = -1785083.369159
  nChanged 127
		SP:Iteration 19Q (128131.720000 sec): 3 clusters
  Score: Raw -1789760.261563 + Penalty 4627.630205 = -1785132.631358
  nChanged 105
		SP:Iteration 20F (128131.950000 sec): 3 clusters
  Score: Raw -1789805.728802 + Penalty 4627.630205 = -1785178.098597
  nChanged 101
		SP:Iteration 21Q (128132.220000 sec): 3 clusters
  Score: Raw -1789853.314856 + Penalty 4627.630205 = -1785225.684651
  nChanged 112
		SP:Iteration 22Q (128132.480000 sec): 3 clusters
  Score: Raw -1789893.405181 + Penalty 4627.630205 = -1785265.774976
  nChanged 81
		SP:Iteration 23Q (128132.750000 sec): 3 clusters
  Score: Raw -1789925.179083 + Penalty 4627.630205 = -1785297.548878
  nChanged 87
		SP:Iteration 24Q (128133.020000 sec): 3 clusters
  Score: Raw -1789954.930306 + Penalty 4627.630205 = -1785327.300101
  nChanged 68
		SP:Iteration 25Q (128133.290000 sec): 3 clusters
  Score: Raw -1789978.412074 + Penalty 4627.630205 = -1785350.781869
  nChanged 61
		SP:Iteration 26Q (128133.490000 sec): 3 clusters
  Score: Raw -1790001.473448 + Penalty 4627.630205 = -1785373.843243
  nChanged 56
		SP:Iteration 27Q (128133.710000 sec): 3 clusters
  Score: Raw -1790018.765493 + Penalty 4627.630205 = -1785391.135288
  nChanged 60
		SP:Iteration 28Q (128133.930000 sec): 3 clusters
  Score: Raw -1790038.475223 + Penalty 4627.630205 = -1785410.845018
  nChanged 56
		SP:Iteration 29Q (128134.100000 sec): 3 clusters
  Score: Raw -1790056.909137 + Penalty 4627.630205 = -1785429.278932
  nChanged 43
		SP:Iteration 30Q (128134.350000 sec): 3 clusters
  Score: Raw -1790069.716174 + Penalty 4627.630205 = -1785442.085968
  nChanged 45
		SP:Iteration 31Q (128134.620000 sec): 3 clusters
  Score: Raw -1790081.821250 + Penalty 4627.630205 = -1785454.191045
  nChanged 37
		SP:Iteration 32Q (128134.890000 sec): 3 clusters
  Score: Raw -1790092.547730 + Penalty 4627.630205 = -1785464.917525
  nChanged 30
		SP:Iteration 33Q (128135.150000 sec): 3 clusters
  Score: Raw -1790101.027706 + Penalty 4627.630205 = -1785473.397501
  nChanged 28
		SP:Iteration 34Q (128135.470000 sec): 3 clusters
  Score: Raw -1790108.602453 + Penalty 4627.630205 = -1785480.972248
  nChanged 19
		SP:Iteration 35Q (128135.700000 sec): 3 clusters
  Score: Raw -1790112.883770 + Penalty 4627.630205 = -1785485.253565
  nChanged 17
		SP:Iteration 36Q (128135.970000 sec): 3 clusters
  Score: Raw -1790117.421965 + Penalty 4627.630205 = -1785489.791760
  nChanged 19
		SP:Iteration 37Q (128136.240000 sec): 3 clusters
  Score: Raw -1790123.402716 + Penalty 4627.630205 = -1785495.772511
  nChanged 19
		SP:Iteration 38Q (128136.510000 sec): 3 clusters
  Score: Raw -1790127.642796 + Penalty 4627.630205 = -1785500.012591
  nChanged 13
		SP:Iteration 39Q (128136.820000 sec): 3 clusters
  Score: Raw -1790130.670441 + Penalty 4627.630205 = -1785503.040236
  nChanged 10
		SP:Iteration 40F (128137.010000 sec): 3 clusters
  Score: Raw -1790132.078786 + Penalty 4627.630205 = -1785504.448580
  nChanged 5
		SP:Iteration 41Q (128137.190000 sec): 3 clusters
  Score: Raw -1790133.230601 + Penalty 4627.630205 = -1785505.600396
  nChanged 7
		SP:Iteration 42Q (128137.450000 sec): 3 clusters
  Score: Raw -1790134.378639 + Penalty 4627.630205 = -1785506.748434
  nChanged 4
		SP:Iteration 43Q (128137.690000 sec): 3 clusters
  Score: Raw -1790135.129581 + Penalty 4627.630205 = -1785507.499376
  nChanged 5
		SP:Iteration 44Q (128137.950000 sec): 3 clusters
  Score: Raw -1790136.013001 + Penalty 4627.630205 = -1785508.382796
  nChanged 4
		SP:Iteration 45Q (128138.220000 sec): 3 clusters
  Score: Raw -1790136.958289 + Penalty 4627.630205 = -1785509.328084
  nChanged 4
		SP:Iteration 46Q (128138.490000 sec): 3 clusters
  Score: Raw -1790137.671637 + Penalty 4627.630205 = -1785510.041432
  nChanged 3
		SP:Iteration 47Q (128138.760000 sec): 3 clusters
  Score: Raw -1790138.341185 + Penalty 4627.630205 = -1785510.710980
  nChanged 3
		SP:Iteration 48Q (128139.030000 sec): 3 clusters
  Score: Raw -1790139.074042 + Penalty 4627.630205 = -1785511.443837
  nChanged 6
		SP:Iteration 49Q (128139.300000 sec): 3 clusters
  Score: Raw -1790140.310740 + Penalty 4627.630205 = -1785512.680535
  nChanged 2
		SP:Iteration 50Q (128139.570000 sec): 3 clusters
  Score: Raw -1790140.832117 + Penalty 4627.630205 = -1785513.201912
  nChanged 2
		SP:Iteration 51Q (128139.840000 sec): 3 clusters
  Score: Raw -1790141.184289 + Penalty 4627.630205 = -1785513.554084
  nChanged 1
		SP:Iteration 52Q (128140.100000 sec): 3 clusters
  Score: Raw -1790141.230799 + Penalty 4627.630205 = -1785513.600594
  nChanged 0
		SP:Iteration 53F (128140.390000 sec): 3 clusters
  Score: Raw -1790141.230799 + Penalty 4627.630205 = -1785513.600594
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 58 (17640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128140.580000 sec): 2 clusters
  Score: Raw -2742373.107344 + Penalty 2424.925234 = -2739948.182111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128140.920000 sec): 3 clusters
  Score: Raw -2732312.936936 + Penalty 4849.850467 = -2727463.086469
  nChanged 7629
		SP:Iteration 1F (128141.220000 sec): 3 clusters
  Score: Raw -2736448.686981 + Penalty 4849.850467 = -2731598.836513
  nChanged 1022
		SP:Iteration 2F (128141.540000 sec): 3 clusters
  Score: Raw -2736888.106668 + Penalty 4849.850467 = -2732038.256200
  nChanged 895
		SP:Iteration 3F (128141.870000 sec): 3 clusters
  Score: Raw -2737256.052531 + Penalty 4849.850467 = -2732406.202064
  nChanged 796
		SP:Iteration 4Q (128142.170000 sec): 3 clusters
  Score: Raw -2737592.641864 + Penalty 4849.850467 = -2732742.791396
  nChanged 791
		SP:Iteration 5Q (128142.500000 sec): 3 clusters
  Score: Raw -2737943.340789 + Penalty 4849.850467 = -2733093.490321
  nChanged 787
		SP:Iteration 6Q (128142.810000 sec): 3 clusters
  Score: Raw -2738297.658619 + Penalty 4849.850467 = -2733447.808151
  nChanged 748
		SP:Iteration 7Q (128143.080000 sec): 3 clusters
  Score: Raw -2738624.074463 + Penalty 4849.850467 = -2733774.223995
  nChanged 738
		SP:Iteration 8Q (128143.340000 sec): 3 clusters
  Score: Raw -2739014.505854 + Penalty 4849.850467 = -2734164.655387
  nChanged 837
		SP:Iteration 9Q (128143.660000 sec): 3 clusters
  Score: Raw -2739552.567124 + Penalty 4849.850467 = -2734702.716656
  nChanged 896
		SP:Iteration 10F (128143.990000 sec): 3 clusters
  Score: Raw -2740196.969118 + Penalty 4849.850467 = -2735347.118651
  nChanged 824
		SP:Iteration 11Q (128144.320000 sec): 3 clusters
  Score: Raw -2740805.073536 + Penalty 4849.850467 = -2735955.223069
  nChanged 708
		SP:Iteration 12Q (128144.650000 sec): 3 clusters
  Score: Raw -2741368.458393 + Penalty 4849.850467 = -2736518.607925
  nChanged 552
		SP:Iteration 13Q (128144.980000 sec): 3 clusters
  Score: Raw -2741854.380088 + Penalty 4849.850467 = -2737004.529620
  nChanged 419
		SP:Iteration 14Q (128145.300000 sec): 3 clusters
  Score: Raw -2742220.812990 + Penalty 4849.850467 = -2737370.962522
  nChanged 285
		SP:Iteration 15Q (128145.680000 sec): 3 clusters
  Score: Raw -2742439.502458 + Penalty 4849.850467 = -2737589.651991
  nChanged 217
		SP:Iteration 16Q (128145.980000 sec): 3 clusters
  Score: Raw -2742584.554519 + Penalty 4849.850467 = -2737734.704051
  nChanged 162
		SP:Iteration 17Q (128146.280000 sec): 3 clusters
  Score: Raw -2742681.802652 + Penalty 4849.850467 = -2737831.952185
  nChanged 135
		SP:Iteration 18Q (128146.610000 sec): 3 clusters
  Score: Raw -2742761.548637 + Penalty 4849.850467 = -2737911.698170
  nChanged 95
		SP:Iteration 19Q (128146.890000 sec): 3 clusters
  Score: Raw -2742810.331468 + Penalty 4849.850467 = -2737960.481000
  nChanged 63
		SP:Iteration 20F (128147.220000 sec): 3 clusters
  Score: Raw -2742841.705017 + Penalty 4849.850467 = -2737991.854549
  nChanged 58
		SP:Iteration 21Q (128147.490000 sec): 3 clusters
  Score: Raw -2742871.875775 + Penalty 4849.850467 = -2738022.025307
  nChanged 59
		SP:Iteration 22Q (128147.780000 sec): 3 clusters
  Score: Raw -2742899.627507 + Penalty 4849.850467 = -2738049.777039
  nChanged 40
		SP:Iteration 23Q (128148.060000 sec): 3 clusters
  Score: Raw -2742920.585916 + Penalty 4849.850467 = -2738070.735448
  nChanged 32
		SP:Iteration 24Q (128148.350000 sec): 3 clusters
  Score: Raw -2742934.552928 + Penalty 4849.850467 = -2738084.702461
  nChanged 21
		SP:Iteration 25Q (128148.640000 sec): 3 clusters
  Score: Raw -2742943.228372 + Penalty 4849.850467 = -2738093.377905
  nChanged 12
		SP:Iteration 26Q (128148.890000 sec): 3 clusters
  Score: Raw -2742947.447851 + Penalty 4849.850467 = -2738097.597383
  nChanged 10
		SP:Iteration 27Q (128149.160000 sec): 3 clusters
  Score: Raw -2742951.367641 + Penalty 4849.850467 = -2738101.517174
  nChanged 11
		SP:Iteration 28Q (128149.450000 sec): 3 clusters
  Score: Raw -2742956.220809 + Penalty 4849.850467 = -2738106.370341
  nChanged 19
		SP:Iteration 29Q (128149.770000 sec): 3 clusters
  Score: Raw -2742964.816593 + Penalty 4849.850467 = -2738114.966126
  nChanged 17
		SP:Iteration 30Q (128150.060000 sec): 3 clusters
  Score: Raw -2742972.435109 + Penalty 4849.850467 = -2738122.584641
  nChanged 20
		SP:Iteration 31Q (128150.440000 sec): 3 clusters
  Score: Raw -2742980.582710 + Penalty 4849.850467 = -2738130.732243
  nChanged 15
		SP:Iteration 32Q (128150.660000 sec): 3 clusters
  Score: Raw -2742986.108463 + Penalty 4849.850467 = -2738136.257996
  nChanged 8
		SP:Iteration 33Q (128150.940000 sec): 3 clusters
  Score: Raw -2742989.197217 + Penalty 4849.850467 = -2738139.346749
  nChanged 7
		SP:Iteration 34Q (128151.280000 sec): 3 clusters
  Score: Raw -2742992.131318 + Penalty 4849.850467 = -2738142.280850
  nChanged 4
		SP:Iteration 35Q (128151.520000 sec): 3 clusters
  Score: Raw -2742994.380160 + Penalty 4849.850467 = -2738144.529693
  nChanged 5
		SP:Iteration 36Q (128151.780000 sec): 3 clusters
  Score: Raw -2742997.871671 + Penalty 4849.850467 = -2738148.021204
  nChanged 7
		SP:Iteration 37Q (128152.050000 sec): 3 clusters
  Score: Raw -2743001.687699 + Penalty 4849.850467 = -2738151.837231
  nChanged 9
		SP:Iteration 38Q (128152.320000 sec): 3 clusters
  Score: Raw -2743005.971449 + Penalty 4849.850467 = -2738156.120981
  nChanged 10
		SP:Iteration 39Q (128152.580000 sec): 3 clusters
  Score: Raw -2743011.853008 + Penalty 4849.850467 = -2738162.002541
  nChanged 10
		SP:Iteration 40F (128152.850000 sec): 3 clusters
  Score: Raw -2743015.568196 + Penalty 4849.850467 = -2738165.717728
  nChanged 3
		SP:Iteration 41Q (128153.120000 sec): 3 clusters
  Score: Raw -2743016.507849 + Penalty 4849.850467 = -2738166.657382
  nChanged 4
		SP:Iteration 42Q (128153.380000 sec): 3 clusters
  Score: Raw -2743018.019647 + Penalty 4849.850467 = -2738168.169180
  nChanged 4
		SP:Iteration 43Q (128153.620000 sec): 3 clusters
  Score: Raw -2743019.520554 + Penalty 4849.850467 = -2738169.670086
  nChanged 3
		SP:Iteration 44Q (128153.800000 sec): 3 clusters
  Score: Raw -2743021.625461 + Penalty 4849.850467 = -2738171.774994
  nChanged 4
		SP:Iteration 45Q (128154.070000 sec): 3 clusters
  Score: Raw -2743022.851364 + Penalty 4849.850467 = -2738173.000896
  nChanged 3
		SP:Iteration 46Q (128154.380000 sec): 3 clusters
  Score: Raw -2743024.025109 + Penalty 4849.850467 = -2738174.174641
  nChanged 2
		SP:Iteration 47Q (128154.650000 sec): 3 clusters
  Score: Raw -2743025.293212 + Penalty 4849.850467 = -2738175.442745
  nChanged 3
		SP:Iteration 48Q (128154.930000 sec): 3 clusters
  Score: Raw -2743026.127554 + Penalty 4849.850467 = -2738176.277087
  nChanged 0
		SP:Iteration 49F (128155.250000 sec): 3 clusters
  Score: Raw -2743026.127554 + Penalty 4849.850467 = -2738176.277087
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 59 (16274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128155.420000 sec): 2 clusters
  Score: Raw -2493847.341621 + Penalty 2404.936357 = -2491442.405264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128155.780000 sec): 3 clusters
  Score: Raw -2484646.282672 + Penalty 4809.872715 = -2479836.409958
  nChanged 7001
		SP:Iteration 1F (128156.120000 sec): 3 clusters
  Score: Raw -2488493.123278 + Penalty 4809.872715 = -2483683.250563
  nChanged 1045
		SP:Iteration 2F (128156.450000 sec): 3 clusters
  Score: Raw -2488995.290757 + Penalty 4809.872715 = -2484185.418042
  nChanged 913
		SP:Iteration 3F (128156.700000 sec): 3 clusters
  Score: Raw -2489446.878468 + Penalty 4809.872715 = -2484637.005753
  nChanged 857
		SP:Iteration 4F (128156.960000 sec): 3 clusters
  Score: Raw -2489893.714291 + Penalty 4809.872715 = -2485083.841577
  nChanged 800
		SP:Iteration 5Q (128157.280000 sec): 3 clusters
  Score: Raw -2490333.282938 + Penalty 4809.872715 = -2485523.410224
  nChanged 814
		SP:Iteration 6F (128157.540000 sec): 3 clusters
  Score: Raw -2490774.225199 + Penalty 4809.872715 = -2485964.352484
  nChanged 772
		SP:Iteration 7Q (128157.890000 sec): 3 clusters
  Score: Raw -2491162.132808 + Penalty 4809.872715 = -2486352.260093
  nChanged 679
		SP:Iteration 8Q (128158.180000 sec): 3 clusters
  Score: Raw -2491488.043432 + Penalty 4809.872715 = -2486678.170718
  nChanged 636
		SP:Iteration 9Q (128158.530000 sec): 3 clusters
  Score: Raw -2491780.581793 + Penalty 4809.872715 = -2486970.709078
  nChanged 528
		SP:Iteration 10Q (128158.870000 sec): 3 clusters
  Score: Raw -2492033.978863 + Penalty 4809.872715 = -2487224.106148
  nChanged 484
		SP:Iteration 11Q (128159.170000 sec): 3 clusters
  Score: Raw -2492259.816449 + Penalty 4809.872715 = -2487449.943735
  nChanged 434
		SP:Iteration 12Q (128159.450000 sec): 3 clusters
  Score: Raw -2492458.490047 + Penalty 4809.872715 = -2487648.617333
  nChanged 386
		SP:Iteration 13Q (128159.740000 sec): 3 clusters
  Score: Raw -2492678.046460 + Penalty 4809.872715 = -2487868.173746
  nChanged 338
		SP:Iteration 14Q (128160.080000 sec): 3 clusters
  Score: Raw -2492884.253786 + Penalty 4809.872715 = -2488074.381072
  nChanged 331
		SP:Iteration 15Q (128160.370000 sec): 3 clusters
  Score: Raw -2493068.875869 + Penalty 4809.872715 = -2488259.003154
  nChanged 332
		SP:Iteration 16Q (128160.660000 sec): 3 clusters
  Score: Raw -2493235.898517 + Penalty 4809.872715 = -2488426.025803
  nChanged 291
		SP:Iteration 17Q (128160.960000 sec): 3 clusters
  Score: Raw -2493363.749817 + Penalty 4809.872715 = -2488553.877103
  nChanged 235
		SP:Iteration 18Q (128161.260000 sec): 3 clusters
  Score: Raw -2493476.490640 + Penalty 4809.872715 = -2488666.617925
  nChanged 232
		SP:Iteration 19Q (128161.560000 sec): 3 clusters
  Score: Raw -2493579.717547 + Penalty 4809.872715 = -2488769.844833
  nChanged 220
		SP:Iteration 20F (128161.860000 sec): 3 clusters
  Score: Raw -2493670.648888 + Penalty 4809.872715 = -2488860.776174
  nChanged 204
		SP:Iteration 21Q (128162.170000 sec): 3 clusters
  Score: Raw -2493754.323052 + Penalty 4809.872715 = -2488944.450338
  nChanged 187
		SP:Iteration 22Q (128162.500000 sec): 3 clusters
  Score: Raw -2493824.121342 + Penalty 4809.872715 = -2489014.248628
  nChanged 148
		SP:Iteration 23Q (128162.760000 sec): 3 clusters
  Score: Raw -2493870.655374 + Penalty 4809.872715 = -2489060.782660
  nChanged 135
		SP:Iteration 24Q (128163.010000 sec): 3 clusters
  Score: Raw -2493910.304056 + Penalty 4809.872715 = -2489100.431341
  nChanged 108
		SP:Iteration 25Q (128163.270000 sec): 3 clusters
  Score: Raw -2493942.762855 + Penalty 4809.872715 = -2489132.890140
  nChanged 98
		SP:Iteration 26Q (128163.570000 sec): 3 clusters
  Score: Raw -2493969.355109 + Penalty 4809.872715 = -2489159.482394
  nChanged 75
		SP:Iteration 27Q (128163.870000 sec): 3 clusters
  Score: Raw -2493988.733113 + Penalty 4809.872715 = -2489178.860399
  nChanged 66
		SP:Iteration 28Q (128164.180000 sec): 3 clusters
  Score: Raw -2494004.779311 + Penalty 4809.872715 = -2489194.906596
  nChanged 71
		SP:Iteration 29Q (128164.480000 sec): 3 clusters
  Score: Raw -2494023.119956 + Penalty 4809.872715 = -2489213.247242
  nChanged 69
		SP:Iteration 30Q (128164.780000 sec): 3 clusters
  Score: Raw -2494038.149310 + Penalty 4809.872715 = -2489228.276596
  nChanged 36
		SP:Iteration 31Q (128165.080000 sec): 3 clusters
  Score: Raw -2494045.533294 + Penalty 4809.872715 = -2489235.660580
  nChanged 38
		SP:Iteration 32Q (128165.410000 sec): 3 clusters
  Score: Raw -2494054.041725 + Penalty 4809.872715 = -2489244.169010
  nChanged 40
		SP:Iteration 33Q (128165.670000 sec): 3 clusters
  Score: Raw -2494065.176759 + Penalty 4809.872715 = -2489255.304044
  nChanged 57
		SP:Iteration 34Q (128165.920000 sec): 3 clusters
  Score: Raw -2494081.932987 + Penalty 4809.872715 = -2489272.060272
  nChanged 61
		SP:Iteration 35Q (128166.200000 sec): 3 clusters
  Score: Raw -2494097.416088 + Penalty 4809.872715 = -2489287.543374
  nChanged 57
		SP:Iteration 36Q (128166.500000 sec): 3 clusters
  Score: Raw -2494114.585489 + Penalty 4809.872715 = -2489304.712775
  nChanged 60
		SP:Iteration 37Q (128166.810000 sec): 3 clusters
  Score: Raw -2494140.152812 + Penalty 4809.872715 = -2489330.280098
  nChanged 59
		SP:Iteration 38Q (128167.110000 sec): 3 clusters
  Score: Raw -2494159.393727 + Penalty 4809.872715 = -2489349.521012
  nChanged 53
		SP:Iteration 39Q (128167.410000 sec): 3 clusters
  Score: Raw -2494180.648962 + Penalty 4809.872715 = -2489370.776247
  nChanged 60
		SP:Iteration 40F (128167.720000 sec): 3 clusters
  Score: Raw -2494205.841762 + Penalty 4809.872715 = -2489395.969048
  nChanged 56
		SP:Iteration 41Q (128168.020000 sec): 3 clusters
  Score: Raw -2494231.833348 + Penalty 4809.872715 = -2489421.960633
  nChanged 54
		SP:Iteration 42Q (128168.360000 sec): 3 clusters
  Score: Raw -2494262.585069 + Penalty 4809.872715 = -2489452.712354
  nChanged 56
		SP:Iteration 43Q (128168.600000 sec): 3 clusters
  Score: Raw -2494297.301794 + Penalty 4809.872715 = -2489487.429079
  nChanged 79
		SP:Iteration 44Q (128168.840000 sec): 3 clusters
  Score: Raw -2494335.267194 + Penalty 4809.872715 = -2489525.394479
  nChanged 60
		SP:Iteration 45Q (128169.130000 sec): 3 clusters
  Score: Raw -2494360.898280 + Penalty 4809.872715 = -2489551.025565
  nChanged 48
		SP:Iteration 46Q (128169.390000 sec): 3 clusters
  Score: Raw -2494376.916254 + Penalty 4809.872715 = -2489567.043539
  nChanged 41
		SP:Iteration 47Q (128169.690000 sec): 3 clusters
  Score: Raw -2494390.157074 + Penalty 4809.872715 = -2489580.284360
  nChanged 32
		SP:Iteration 48Q (128169.990000 sec): 3 clusters
  Score: Raw -2494400.346953 + Penalty 4809.872715 = -2489590.474238
  nChanged 25
		SP:Iteration 49Q (128170.290000 sec): 3 clusters
  Score: Raw -2494406.950421 + Penalty 4809.872715 = -2489597.077706
  nChanged 22
		SP:Iteration 50Q (128170.550000 sec): 3 clusters
  Score: Raw -2494411.777142 + Penalty 4809.872715 = -2489601.904428
  nChanged 12
		SP:Iteration 51Q (128170.840000 sec): 3 clusters
  Score: Raw -2494414.628541 + Penalty 4809.872715 = -2489604.755826
  nChanged 14
		SP:Iteration 52Q (128171.130000 sec): 3 clusters
  Score: Raw -2494417.389141 + Penalty 4809.872715 = -2489607.516427
  nChanged 9
		SP:Iteration 53Q (128171.440000 sec): 3 clusters
  Score: Raw -2494419.570281 + Penalty 4809.872715 = -2489609.697566
  nChanged 12
		SP:Iteration 54Q (128171.670000 sec): 3 clusters
  Score: Raw -2494422.357054 + Penalty 4809.872715 = -2489612.484340
  nChanged 17
		SP:Iteration 55Q (128171.950000 sec): 3 clusters
  Score: Raw -2494427.925436 + Penalty 4809.872715 = -2489618.052722
  nChanged 21
		SP:Iteration 56Q (128172.210000 sec): 3 clusters
  Score: Raw -2494437.700656 + Penalty 4809.872715 = -2489627.827941
  nChanged 29
		SP:Iteration 57Q (128172.470000 sec): 3 clusters
  Score: Raw -2494451.543339 + Penalty 4809.872715 = -2489641.670625
  nChanged 40
		SP:Iteration 58Q (128172.730000 sec): 3 clusters
  Score: Raw -2494473.322685 + Penalty 4809.872715 = -2489663.449971
  nChanged 40
		SP:Iteration 59Q (128172.990000 sec): 3 clusters
  Score: Raw -2494494.680501 + Penalty 4809.872715 = -2489684.807787
  nChanged 47
		SP:Iteration 60F (128173.300000 sec): 3 clusters
  Score: Raw -2494524.884085 + Penalty 4809.872715 = -2489715.011370
  nChanged 55
		SP:Iteration 61Q (128173.560000 sec): 3 clusters
  Score: Raw -2494564.907156 + Penalty 4809.872715 = -2489755.034442
  nChanged 63
		SP:Iteration 62Q (128173.820000 sec): 3 clusters
  Score: Raw -2494618.326176 + Penalty 4809.872715 = -2489808.453461
  nChanged 54
		SP:Iteration 63Q (128173.990000 sec): 3 clusters
  Score: Raw -2494651.748871 + Penalty 4809.872715 = -2489841.876156
  nChanged 47
		SP:Iteration 64Q (128174.280000 sec): 3 clusters
  Score: Raw -2494678.122492 + Penalty 4809.872715 = -2489868.249777
  nChanged 51
		SP:Iteration 65Q (128174.490000 sec): 3 clusters
  Score: Raw -2494700.349352 + Penalty 4809.872715 = -2489890.476637
  nChanged 28
		SP:Iteration 66Q (128174.710000 sec): 3 clusters
  Score: Raw -2494710.191687 + Penalty 4809.872715 = -2489900.318973
  nChanged 22
		SP:Iteration 67Q (128174.930000 sec): 3 clusters
  Score: Raw -2494717.803196 + Penalty 4809.872715 = -2489907.930482
  nChanged 14
		SP:Iteration 68Q (128175.190000 sec): 3 clusters
  Score: Raw -2494720.794758 + Penalty 4809.872715 = -2489910.922043
  nChanged 7
		SP:Iteration 69Q (128175.450000 sec): 3 clusters
  Score: Raw -2494722.889667 + Penalty 4809.872715 = -2489913.016952
  nChanged 8
		SP:Iteration 70Q (128175.710000 sec): 3 clusters
  Score: Raw -2494724.049063 + Penalty 4809.872715 = -2489914.176348
  nChanged 7
		SP:Iteration 71Q (128175.970000 sec): 3 clusters
  Score: Raw -2494725.620051 + Penalty 4809.872715 = -2489915.747337
  nChanged 3
		SP:Iteration 72Q (128176.230000 sec): 3 clusters
  Score: Raw -2494726.786268 + Penalty 4809.872715 = -2489916.913554
  nChanged 4
		SP:Iteration 73Q (128176.490000 sec): 3 clusters
  Score: Raw -2494727.820998 + Penalty 4809.872715 = -2489917.948283
  nChanged 5
		SP:Iteration 74Q (128176.750000 sec): 3 clusters
  Score: Raw -2494729.337217 + Penalty 4809.872715 = -2489919.464502
  nChanged 4
		SP:Iteration 75Q (128177.030000 sec): 3 clusters
  Score: Raw -2494730.366713 + Penalty 4809.872715 = -2489920.493998
  nChanged 5
		SP:Iteration 76Q (128177.340000 sec): 3 clusters
  Score: Raw -2494731.285636 + Penalty 4809.872715 = -2489921.412921
  nChanged 5
		SP:Iteration 77Q (128177.580000 sec): 3 clusters
  Score: Raw -2494732.216882 + Penalty 4809.872715 = -2489922.344167
  nChanged 3
		SP:Iteration 78Q (128177.820000 sec): 3 clusters
  Score: Raw -2494732.722306 + Penalty 4809.872715 = -2489922.849592
  nChanged 1
		SP:Iteration 79Q (128178.080000 sec): 3 clusters
  Score: Raw -2494732.883785 + Penalty 4809.872715 = -2489923.011070
  nChanged 1
		SP:Iteration 80F (128178.380000 sec): 3 clusters
  Score: Raw -2494732.950362 + Penalty 4809.872715 = -2489923.077648
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 60 (67087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128178.840000 sec): 2 clusters
  Score: Raw -10341901.034945 + Penalty 2756.208900 = -10339144.826046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128179.460000 sec): 3 clusters
  Score: Raw -10299461.659139 + Penalty 5512.417799 = -10293949.241340
  nChanged 31297
		SP:Iteration 1F (128180.210000 sec): 3 clusters
  Score: Raw -10316795.603954 + Penalty 5512.417799 = -10311283.186155
  nChanged 2929
		SP:Iteration 2Q (128180.990000 sec): 3 clusters
  Score: Raw -10317810.957521 + Penalty 5512.417799 = -10312298.539722
  nChanged 3101
		SP:Iteration 3Q (128181.650000 sec): 3 clusters
  Score: Raw -10319014.142465 + Penalty 5512.417799 = -10313501.724665
  nChanged 3370
		SP:Iteration 4F (128182.330000 sec): 3 clusters
  Score: Raw -10320522.546933 + Penalty 5512.417799 = -10315010.129134
  nChanged 3639
		SP:Iteration 5F (128183.030000 sec): 3 clusters
  Score: Raw -10322498.684359 + Penalty 5512.417799 = -10316986.266560
  nChanged 4007
		SP:Iteration 6F (128183.570000 sec): 3 clusters
  Score: Raw -10325023.134530 + Penalty 5512.417799 = -10319510.716730
  nChanged 4291
		SP:Iteration 7F (128184.350000 sec): 3 clusters
  Score: Raw -10328151.025912 + Penalty 5512.417799 = -10322638.608112
  nChanged 4389
		SP:Iteration 8F (128185.120000 sec): 3 clusters
  Score: Raw -10331582.533622 + Penalty 5512.417799 = -10326070.115822
  nChanged 4056
		SP:Iteration 9F (128185.720000 sec): 3 clusters
  Score: Raw -10334872.668365 + Penalty 5512.417799 = -10329360.250565
  nChanged 3472
		SP:Iteration 10F (128186.530000 sec): 3 clusters
  Score: Raw -10337666.395540 + Penalty 5512.417799 = -10332153.977740
  nChanged 2559
		SP:Iteration 11Q (128187.270000 sec): 3 clusters
  Score: Raw -10339685.552347 + Penalty 5512.417799 = -10334173.134548
  nChanged 1686
		SP:Iteration 12Q (128187.900000 sec): 3 clusters
  Score: Raw -10340903.702242 + Penalty 5512.417799 = -10335391.284442
  nChanged 1024
		SP:Iteration 13Q (128188.640000 sec): 3 clusters
  Score: Raw -10341607.415255 + Penalty 5512.417799 = -10336094.997456
  nChanged 607
		SP:Iteration 14Q (128189.300000 sec): 3 clusters
  Score: Raw -10342031.255120 + Penalty 5512.417799 = -10336518.837320
  nChanged 343
		SP:Iteration 15Q (128189.820000 sec): 3 clusters
  Score: Raw -10342278.941655 + Penalty 5512.417799 = -10336766.523855
  nChanged 239
		SP:Iteration 16Q (128190.460000 sec): 3 clusters
  Score: Raw -10342438.329243 + Penalty 5512.417799 = -10336925.911444
  nChanged 137
		SP:Iteration 17Q (128191.050000 sec): 3 clusters
  Score: Raw -10342539.882253 + Penalty 5512.417799 = -10337027.464454
  nChanged 97
		SP:Iteration 18Q (128191.590000 sec): 3 clusters
  Score: Raw -10342609.986304 + Penalty 5512.417799 = -10337097.568505
  nChanged 66
		SP:Iteration 19Q (128192.210000 sec): 3 clusters
  Score: Raw -10342652.995137 + Penalty 5512.417799 = -10337140.577338
  nChanged 50
		SP:Iteration 20F (128192.810000 sec): 3 clusters
  Score: Raw -10342686.743328 + Penalty 5512.417799 = -10337174.325528
  nChanged 49
		SP:Iteration 21Q (128193.380000 sec): 3 clusters
  Score: Raw -10342715.815956 + Penalty 5512.417799 = -10337203.398156
  nChanged 42
		SP:Iteration 22Q (128193.910000 sec): 3 clusters
  Score: Raw -10342741.594807 + Penalty 5512.417799 = -10337229.177007
  nChanged 22
		SP:Iteration 23Q (128194.500000 sec): 3 clusters
  Score: Raw -10342752.555865 + Penalty 5512.417799 = -10337240.138065
  nChanged 13
		SP:Iteration 24Q (128195.110000 sec): 3 clusters
  Score: Raw -10342761.963764 + Penalty 5512.417799 = -10337249.545965
  nChanged 19
		SP:Iteration 25Q (128195.680000 sec): 3 clusters
  Score: Raw -10342768.865670 + Penalty 5512.417799 = -10337256.447871
  nChanged 21
		SP:Iteration 26Q (128196.350000 sec): 3 clusters
  Score: Raw -10342781.621922 + Penalty 5512.417799 = -10337269.204123
  nChanged 21
		SP:Iteration 27Q (128196.940000 sec): 3 clusters
  Score: Raw -10342791.309865 + Penalty 5512.417799 = -10337278.892065
  nChanged 17
		SP:Iteration 28Q (128197.470000 sec): 3 clusters
  Score: Raw -10342801.163274 + Penalty 5512.417799 = -10337288.745474
  nChanged 16
		SP:Iteration 29Q (128198.090000 sec): 3 clusters
  Score: Raw -10342808.362399 + Penalty 5512.417799 = -10337295.944599
  nChanged 16
		SP:Iteration 30Q (128198.700000 sec): 3 clusters
  Score: Raw -10342815.008739 + Penalty 5512.417799 = -10337302.590940
  nChanged 7
		SP:Iteration 31Q (128199.270000 sec): 3 clusters
  Score: Raw -10342818.132182 + Penalty 5512.417799 = -10337305.714383
  nChanged 15
		SP:Iteration 32Q (128199.890000 sec): 3 clusters
  Score: Raw -10342824.329308 + Penalty 5512.417799 = -10337311.911508
  nChanged 11
		SP:Iteration 33Q (128200.550000 sec): 3 clusters
  Score: Raw -10342830.419137 + Penalty 5512.417799 = -10337318.001337
  nChanged 15
		SP:Iteration 34Q (128201.200000 sec): 3 clusters
  Score: Raw -10342835.963622 + Penalty 5512.417799 = -10337323.545823
  nChanged 12
		SP:Iteration 35Q (128201.730000 sec): 3 clusters
  Score: Raw -10342840.519076 + Penalty 5512.417799 = -10337328.101276
  nChanged 11
		SP:Iteration 36Q (128202.240000 sec): 3 clusters
  Score: Raw -10342845.784148 + Penalty 5512.417799 = -10337333.366349
  nChanged 9
		SP:Iteration 37Q (128202.780000 sec): 3 clusters
  Score: Raw -10342849.919681 + Penalty 5512.417799 = -10337337.501881
  nChanged 6
		SP:Iteration 38Q (128203.310000 sec): 3 clusters
  Score: Raw -10342852.995589 + Penalty 5512.417799 = -10337340.577790
  nChanged 6
		SP:Iteration 39Q (128203.830000 sec): 3 clusters
  Score: Raw -10342856.591270 + Penalty 5512.417799 = -10337344.173470
  nChanged 4
		SP:Iteration 40F (128204.440000 sec): 3 clusters
  Score: Raw -10342857.572363 + Penalty 5512.417799 = -10337345.154563
  nChanged 2
		SP:Iteration 41Q (128205.010000 sec): 3 clusters
  Score: Raw -10342858.364548 + Penalty 5512.417799 = -10337345.946749
  nChanged 3
		SP:Iteration 42Q (128205.560000 sec): 3 clusters
  Score: Raw -10342859.453352 + Penalty 5512.417799 = -10337347.035553
  nChanged 5
		SP:Iteration 43Q (128206.100000 sec): 3 clusters
  Score: Raw -10342860.917788 + Penalty 5512.417799 = -10337348.499988
  nChanged 2
		SP:Iteration 44Q (128206.580000 sec): 3 clusters
  Score: Raw -10342861.373446 + Penalty 5512.417799 = -10337348.955647
  nChanged 1
		SP:Iteration 45Q (128207.200000 sec): 3 clusters
  Score: Raw -10342861.793699 + Penalty 5512.417799 = -10337349.375900
  nChanged 4
		SP:Iteration 46Q (128207.710000 sec): 3 clusters
  Score: Raw -10342863.331706 + Penalty 5512.417799 = -10337350.913906
  nChanged 1
		SP:Iteration 47Q (128208.200000 sec): 3 clusters
  Score: Raw -10342863.634480 + Penalty 5512.417799 = -10337351.216680
  nChanged 3
		SP:Iteration 48Q (128208.760000 sec): 3 clusters
  Score: Raw -10342864.877558 + Penalty 5512.417799 = -10337352.459759
  nChanged 4
		SP:Iteration 49Q (128209.270000 sec): 3 clusters
  Score: Raw -10342866.106916 + Penalty 5512.417799 = -10337353.689116
  nChanged 1
		SP:Iteration 50Q (128209.740000 sec): 3 clusters
  Score: Raw -10342866.375283 + Penalty 5512.417799 = -10337353.957484
  nChanged 2
		SP:Iteration 51Q (128210.180000 sec): 3 clusters
  Score: Raw -10342866.892902 + Penalty 5512.417799 = -10337354.475102
  nChanged 2
		SP:Iteration 52Q (128210.700000 sec): 3 clusters
  Score: Raw -10342867.299661 + Penalty 5512.417799 = -10337354.881862
  nChanged 2
		SP:Iteration 53Q (128211.350000 sec): 3 clusters
  Score: Raw -10342868.002555 + Penalty 5512.417799 = -10337355.584755
  nChanged 1
		SP:Iteration 54Q (128211.890000 sec): 3 clusters
  Score: Raw -10342868.150252 + Penalty 5512.417799 = -10337355.732453
  nChanged 0
		SP:Iteration 55F (128212.360000 sec): 3 clusters
  Score: Raw -10342868.150252 + Penalty 5512.417799 = -10337355.732453
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 61 (4823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128212.470000 sec): 2 clusters
  Score: Raw -753065.802858 + Penalty 2103.325552 = -750962.477306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128212.670000 sec): 3 clusters
  Score: Raw -750763.578555 + Penalty 4206.651104 = -746556.927450
  nChanged 1815
		SP:Iteration 1F (128212.790000 sec): 3 clusters
  Score: Raw -751861.722416 + Penalty 4206.651104 = -747655.071311
  nChanged 371
		SP:Iteration 2F (128212.970000 sec): 3 clusters
  Score: Raw -752106.551402 + Penalty 4206.651104 = -747899.900298
  nChanged 242
		SP:Iteration 3F (128213.140000 sec): 3 clusters
  Score: Raw -752268.187456 + Penalty 4206.651104 = -748061.536352
  nChanged 202
		SP:Iteration 4Q (128213.350000 sec): 3 clusters
  Score: Raw -752398.354701 + Penalty 4206.651104 = -748191.703597
  nChanged 171
		SP:Iteration 5Q (128213.510000 sec): 3 clusters
  Score: Raw -752557.107818 + Penalty 4206.651104 = -748350.456714
  nChanged 180
		SP:Iteration 6Q (128213.690000 sec): 3 clusters
  Score: Raw -752762.949625 + Penalty 4206.651104 = -748556.298521
  nChanged 190
		SP:Iteration 7Q (128213.880000 sec): 3 clusters
  Score: Raw -752952.114787 + Penalty 4206.651104 = -748745.463683
  nChanged 192
		SP:Iteration 8Q (128214.070000 sec): 3 clusters
  Score: Raw -753129.076316 + Penalty 4206.651104 = -748922.425212
  nChanged 199
		SP:Iteration 9Q (128214.280000 sec): 3 clusters
  Score: Raw -753276.913065 + Penalty 4206.651104 = -749070.261960
  nChanged 220
		SP:Iteration 10Q (128214.450000 sec): 3 clusters
  Score: Raw -753445.373855 + Penalty 4206.651104 = -749238.722751
  nChanged 231
		SP:Iteration 11Q (128214.600000 sec): 3 clusters
  Score: Raw -753642.094023 + Penalty 4206.651104 = -749435.442919
  nChanged 238
		SP:Iteration 12Q (128214.830000 sec): 3 clusters
  Score: Raw -753866.847910 + Penalty 4206.651104 = -749660.196805
  nChanged 249
		SP:Iteration 13F (128215.060000 sec): 3 clusters
  Score: Raw -754098.970932 + Penalty 4206.651104 = -749892.319827
  nChanged 185
		SP:Iteration 14Q (128215.240000 sec): 3 clusters
  Score: Raw -754265.029787 + Penalty 4206.651104 = -750058.378683
  nChanged 146
		SP:Iteration 15Q (128215.420000 sec): 3 clusters
  Score: Raw -754374.816641 + Penalty 4206.651104 = -750168.165536
  nChanged 117
		SP:Iteration 16Q (128215.590000 sec): 3 clusters
  Score: Raw -754469.683010 + Penalty 4206.651104 = -750263.031905
  nChanged 99
		SP:Iteration 17Q (128215.790000 sec): 3 clusters
  Score: Raw -754552.281193 + Penalty 4206.651104 = -750345.630088
  nChanged 66
		SP:Iteration 18Q (128215.970000 sec): 3 clusters
  Score: Raw -754599.658318 + Penalty 4206.651104 = -750393.007214
  nChanged 44
		SP:Iteration 19Q (128216.200000 sec): 3 clusters
  Score: Raw -754638.006562 + Penalty 4206.651104 = -750431.355458
  nChanged 29
		SP:Iteration 20F (128216.370000 sec): 3 clusters
  Score: Raw -754663.395405 + Penalty 4206.651104 = -750456.744301
  nChanged 29
		SP:Iteration 21Q (128216.580000 sec): 3 clusters
  Score: Raw -754700.471667 + Penalty 4206.651104 = -750493.820563
  nChanged 26
		SP:Iteration 22Q (128216.740000 sec): 3 clusters
  Score: Raw -754723.442251 + Penalty 4206.651104 = -750516.791146
  nChanged 19
		SP:Iteration 23Q (128216.960000 sec): 3 clusters
  Score: Raw -754737.200654 + Penalty 4206.651104 = -750530.549550
  nChanged 12
		SP:Iteration 24Q (128217.140000 sec): 3 clusters
  Score: Raw -754746.079759 + Penalty 4206.651104 = -750539.428655
  nChanged 13
		SP:Iteration 25Q (128217.320000 sec): 3 clusters
  Score: Raw -754754.885487 + Penalty 4206.651104 = -750548.234383
  nChanged 14
		SP:Iteration 26Q (128217.550000 sec): 3 clusters
  Score: Raw -754770.971035 + Penalty 4206.651104 = -750564.319931
  nChanged 19
		SP:Iteration 27Q (128217.750000 sec): 3 clusters
  Score: Raw -754790.487420 + Penalty 4206.651104 = -750583.836316
  nChanged 14
		SP:Iteration 28Q (128217.950000 sec): 3 clusters
  Score: Raw -754800.933312 + Penalty 4206.651104 = -750594.282208
  nChanged 10
		SP:Iteration 29Q (128218.140000 sec): 3 clusters
  Score: Raw -754807.681540 + Penalty 4206.651104 = -750601.030436
  nChanged 7
		SP:Iteration 30Q (128218.320000 sec): 3 clusters
  Score: Raw -754812.715579 + Penalty 4206.651104 = -750606.064475
  nChanged 8
		SP:Iteration 31Q (128218.450000 sec): 3 clusters
  Score: Raw -754818.823594 + Penalty 4206.651104 = -750612.172490
  nChanged 4
		SP:Iteration 32Q (128218.630000 sec): 3 clusters
  Score: Raw -754820.863631 + Penalty 4206.651104 = -750614.212526
  nChanged 2
		SP:Iteration 33Q (128218.830000 sec): 3 clusters
  Score: Raw -754822.013647 + Penalty 4206.651104 = -750615.362543
  nChanged 2
		SP:Iteration 34Q (128219.010000 sec): 3 clusters
  Score: Raw -754823.747212 + Penalty 4206.651104 = -750617.096108
  nChanged 4
		SP:Iteration 35Q (128219.210000 sec): 3 clusters
  Score: Raw -754825.635445 + Penalty 4206.651104 = -750618.984340
  nChanged 2
		SP:Iteration 36Q (128219.430000 sec): 3 clusters
  Score: Raw -754827.731982 + Penalty 4206.651104 = -750621.080877
  nChanged 2
		SP:Iteration 37Q (128219.570000 sec): 3 clusters
  Score: Raw -754829.200076 + Penalty 4206.651104 = -750622.548971
  nChanged 1
		SP:Iteration 38Q (128219.740000 sec): 3 clusters
  Score: Raw -754829.671140 + Penalty 4206.651104 = -750623.020035
  nChanged 0
		SP:Iteration 39F (128219.940000 sec): 3 clusters
  Score: Raw -754829.671140 + Penalty 4206.651104 = -750623.020035
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 62 (3770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128220.030000 sec): 2 clusters
  Score: Raw -567323.730977 + Penalty 2042.237910 = -565281.493067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128220.130000 sec): 3 clusters
  Score: Raw -565589.476432 + Penalty 4084.475819 = -561505.000613
  nChanged 1429
		SP:Iteration 1F (128220.300000 sec): 3 clusters
  Score: Raw -566556.935199 + Penalty 4084.475819 = -562472.459380
  nChanged 318
		SP:Iteration 2F (128220.530000 sec): 3 clusters
  Score: Raw -566816.203538 + Penalty 4084.475819 = -562731.727719
  nChanged 225
		SP:Iteration 3F (128220.660000 sec): 3 clusters
  Score: Raw -566981.155287 + Penalty 4084.475819 = -562896.679468
  nChanged 166
		SP:Iteration 4Q (128220.820000 sec): 3 clusters
  Score: Raw -567123.460777 + Penalty 4084.475819 = -563038.984958
  nChanged 142
		SP:Iteration 5Q (128220.990000 sec): 3 clusters
  Score: Raw -567235.140212 + Penalty 4084.475819 = -563150.664393
  nChanged 146
		SP:Iteration 6Q (128221.170000 sec): 3 clusters
  Score: Raw -567344.022491 + Penalty 4084.475819 = -563259.546672
  nChanged 98
		SP:Iteration 7Q (128221.330000 sec): 3 clusters
  Score: Raw -567406.116940 + Penalty 4084.475819 = -563321.641121
  nChanged 71
		SP:Iteration 8Q (128221.470000 sec): 3 clusters
  Score: Raw -567450.086345 + Penalty 4084.475819 = -563365.610526
  nChanged 71
		SP:Iteration 9Q (128221.610000 sec): 3 clusters
  Score: Raw -567493.665930 + Penalty 4084.475819 = -563409.190111
  nChanged 52
		SP:Iteration 10Q (128221.790000 sec): 3 clusters
  Score: Raw -567522.464271 + Penalty 4084.475819 = -563437.988452
  nChanged 50
		SP:Iteration 11Q (128221.960000 sec): 3 clusters
  Score: Raw -567546.723409 + Penalty 4084.475819 = -563462.247590
  nChanged 49
		SP:Iteration 12Q (128222.120000 sec): 3 clusters
  Score: Raw -567575.377473 + Penalty 4084.475819 = -563490.901654
  nChanged 49
		SP:Iteration 13Q (128222.300000 sec): 3 clusters
  Score: Raw -567602.777408 + Penalty 4084.475819 = -563518.301588
  nChanged 35
		SP:Iteration 14Q (128222.440000 sec): 3 clusters
  Score: Raw -567619.803575 + Penalty 4084.475819 = -563535.327756
  nChanged 34
		SP:Iteration 15Q (128222.620000 sec): 3 clusters
  Score: Raw -567638.220013 + Penalty 4084.475819 = -563553.744193
  nChanged 25
		SP:Iteration 16Q (128222.800000 sec): 3 clusters
  Score: Raw -567650.084631 + Penalty 4084.475819 = -563565.608812
  nChanged 32
		SP:Iteration 17Q (128222.980000 sec): 3 clusters
  Score: Raw -567662.705097 + Penalty 4084.475819 = -563578.229278
  nChanged 29
		SP:Iteration 18Q (128223.130000 sec): 3 clusters
  Score: Raw -567681.969146 + Penalty 4084.475819 = -563597.493327
  nChanged 46
		SP:Iteration 19Q (128223.270000 sec): 3 clusters
  Score: Raw -567711.790006 + Penalty 4084.475819 = -563627.314187
  nChanged 47
		SP:Iteration 20F (128223.430000 sec): 3 clusters
  Score: Raw -567751.078792 + Penalty 4084.475819 = -563666.602973
  nChanged 51
		SP:Iteration 21Q (128223.590000 sec): 3 clusters
  Score: Raw -567782.374973 + Penalty 4084.475819 = -563697.899153
  nChanged 42
		SP:Iteration 22Q (128223.810000 sec): 3 clusters
  Score: Raw -567805.247647 + Penalty 4084.475819 = -563720.771828
  nChanged 35
		SP:Iteration 23Q (128224.000000 sec): 3 clusters
  Score: Raw -567825.892164 + Penalty 4084.475819 = -563741.416344
  nChanged 34
		SP:Iteration 24Q (128224.150000 sec): 3 clusters
  Score: Raw -567842.519427 + Penalty 4084.475819 = -563758.043608
  nChanged 27
		SP:Iteration 25Q (128224.360000 sec): 3 clusters
  Score: Raw -567855.306183 + Penalty 4084.475819 = -563770.830364
  nChanged 19
		SP:Iteration 26Q (128224.530000 sec): 3 clusters
  Score: Raw -567864.884403 + Penalty 4084.475819 = -563780.408584
  nChanged 23
		SP:Iteration 27Q (128224.690000 sec): 3 clusters
  Score: Raw -567873.773174 + Penalty 4084.475819 = -563789.297355
  nChanged 17
		SP:Iteration 28Q (128224.870000 sec): 3 clusters
  Score: Raw -567882.179817 + Penalty 4084.475819 = -563797.703998
  nChanged 26
		SP:Iteration 29Q (128225.030000 sec): 3 clusters
  Score: Raw -567893.842909 + Penalty 4084.475819 = -563809.367090
  nChanged 22
		SP:Iteration 30Q (128225.200000 sec): 3 clusters
  Score: Raw -567902.947150 + Penalty 4084.475819 = -563818.471331
  nChanged 17
		SP:Iteration 31Q (128225.370000 sec): 3 clusters
  Score: Raw -567909.755357 + Penalty 4084.475819 = -563825.279538
  nChanged 12
		SP:Iteration 32Q (128225.530000 sec): 3 clusters
  Score: Raw -567914.540945 + Penalty 4084.475819 = -563830.065126
  nChanged 13
		SP:Iteration 33Q (128225.670000 sec): 3 clusters
  Score: Raw -567919.810353 + Penalty 4084.475819 = -563835.334534
  nChanged 17
		SP:Iteration 34Q (128225.820000 sec): 3 clusters
  Score: Raw -567927.089912 + Penalty 4084.475819 = -563842.614093
  nChanged 20
		SP:Iteration 35Q (128226.020000 sec): 3 clusters
  Score: Raw -567939.183958 + Penalty 4084.475819 = -563854.708139
  nChanged 30
		SP:Iteration 36Q (128226.160000 sec): 3 clusters
  Score: Raw -567954.469709 + Penalty 4084.475819 = -563869.993890
  nChanged 29
		SP:Iteration 37Q (128226.320000 sec): 3 clusters
  Score: Raw -567966.850620 + Penalty 4084.475819 = -563882.374800
  nChanged 19
		SP:Iteration 38Q (128226.470000 sec): 3 clusters
  Score: Raw -567976.753344 + Penalty 4084.475819 = -563892.277525
  nChanged 28
		SP:Iteration 39Q (128226.640000 sec): 3 clusters
  Score: Raw -567990.053351 + Penalty 4084.475819 = -563905.577532
  nChanged 26
		SP:Iteration 40F (128226.790000 sec): 3 clusters
  Score: Raw -568005.487762 + Penalty 4084.475819 = -563921.011943
  nChanged 28
		SP:Iteration 41Q (128226.990000 sec): 3 clusters
  Score: Raw -568021.874331 + Penalty 4084.475819 = -563937.398512
  nChanged 25
		SP:Iteration 42Q (128227.140000 sec): 3 clusters
  Score: Raw -568034.473812 + Penalty 4084.475819 = -563949.997993
  nChanged 22
		SP:Iteration 43Q (128227.270000 sec): 3 clusters
  Score: Raw -568046.993903 + Penalty 4084.475819 = -563962.518084
  nChanged 25
		SP:Iteration 44Q (128227.490000 sec): 3 clusters
  Score: Raw -568060.534296 + Penalty 4084.475819 = -563976.058477
  nChanged 15
		SP:Iteration 45Q (128227.680000 sec): 3 clusters
  Score: Raw -568069.104658 + Penalty 4084.475819 = -563984.628839
  nChanged 14
		SP:Iteration 46Q (128227.820000 sec): 3 clusters
  Score: Raw -568075.989936 + Penalty 4084.475819 = -563991.514117
  nChanged 10
		SP:Iteration 47Q (128227.990000 sec): 3 clusters
  Score: Raw -568081.976250 + Penalty 4084.475819 = -563997.500431
  nChanged 6
		SP:Iteration 48Q (128228.150000 sec): 3 clusters
  Score: Raw -568087.056604 + Penalty 4084.475819 = -564002.580785
  nChanged 12
		SP:Iteration 49Q (128228.310000 sec): 3 clusters
  Score: Raw -568091.947773 + Penalty 4084.475819 = -564007.471954
  nChanged 4
		SP:Iteration 50Q (128228.480000 sec): 3 clusters
  Score: Raw -568093.316509 + Penalty 4084.475819 = -564008.840690
  nChanged 3
		SP:Iteration 51Q (128228.680000 sec): 3 clusters
  Score: Raw -568095.258186 + Penalty 4084.475819 = -564010.782367
  nChanged 5
		SP:Iteration 52Q (128228.850000 sec): 3 clusters
  Score: Raw -568098.650247 + Penalty 4084.475819 = -564014.174428
  nChanged 7
		SP:Iteration 53Q (128228.990000 sec): 3 clusters
  Score: Raw -568102.918523 + Penalty 4084.475819 = -564018.442704
  nChanged 7
		SP:Iteration 54Q (128229.170000 sec): 3 clusters
  Score: Raw -568106.583791 + Penalty 4084.475819 = -564022.107972
  nChanged 6
		SP:Iteration 55Q (128229.330000 sec): 3 clusters
  Score: Raw -568109.390913 + Penalty 4084.475819 = -564024.915094
  nChanged 5
		SP:Iteration 56Q (128229.510000 sec): 3 clusters
  Score: Raw -568111.860017 + Penalty 4084.475819 = -564027.384198
  nChanged 3
		SP:Iteration 57Q (128229.670000 sec): 3 clusters
  Score: Raw -568113.198903 + Penalty 4084.475819 = -564028.723083
  nChanged 3
		SP:Iteration 58Q (128229.860000 sec): 3 clusters
  Score: Raw -568113.858112 + Penalty 4084.475819 = -564029.382292
  nChanged 1
		SP:Iteration 59Q (128230.030000 sec): 3 clusters
  Score: Raw -568114.493704 + Penalty 4084.475819 = -564030.017884
  nChanged 0
		SP:Iteration 60F (128230.200000 sec): 3 clusters
  Score: Raw -568114.493704 + Penalty 4084.475819 = -564030.017884
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 63 (58986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128230.630000 sec): 2 clusters
  Score: Raw -9726573.832962 + Penalty 2724.293741 = -9723849.539221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128231.230000 sec): 3 clusters
  Score: Raw -9689749.037183 + Penalty 5448.587482 = -9684300.449702
  nChanged 27296
		SP:Iteration 1F (128231.790000 sec): 3 clusters
  Score: Raw -9704949.164768 + Penalty 5448.587482 = -9699500.577287
  nChanged 2135
		SP:Iteration 2Q (128232.400000 sec): 3 clusters
  Score: Raw -9705500.638019 + Penalty 5448.587482 = -9700052.050538
  nChanged 2108
		SP:Iteration 3Q (128233.010000 sec): 3 clusters
  Score: Raw -9706152.663799 + Penalty 5448.587482 = -9700704.076318
  nChanged 2262
		SP:Iteration 4Q (128233.640000 sec): 3 clusters
  Score: Raw -9707009.028523 + Penalty 5448.587482 = -9701560.441042
  nChanged 2708
		SP:Iteration 5Q (128234.370000 sec): 3 clusters
  Score: Raw -9708242.311412 + Penalty 5448.587482 = -9702793.723931
  nChanged 3232
		SP:Iteration 6F (128234.980000 sec): 3 clusters
  Score: Raw -9710013.320513 + Penalty 5448.587482 = -9704564.733032
  nChanged 3812
		SP:Iteration 7F (128235.550000 sec): 3 clusters
  Score: Raw -9712601.941579 + Penalty 5448.587482 = -9707153.354097
  nChanged 4253
		SP:Iteration 8F (128236.250000 sec): 3 clusters
  Score: Raw -9716110.362131 + Penalty 5448.587482 = -9710661.774650
  nChanged 4253
		SP:Iteration 9F (128236.820000 sec): 3 clusters
  Score: Raw -9720024.169500 + Penalty 5448.587482 = -9714575.582018
  nChanged 3368
		SP:Iteration 10F (128237.370000 sec): 3 clusters
  Score: Raw -9723410.931931 + Penalty 5448.587482 = -9717962.344449
  nChanged 2072
		SP:Iteration 11Q (128237.880000 sec): 3 clusters
  Score: Raw -9725730.993719 + Penalty 5448.587482 = -9720282.406237
  nChanged 1042
		SP:Iteration 12Q (128238.480000 sec): 3 clusters
  Score: Raw -9726878.889292 + Penalty 5448.587482 = -9721430.301810
  nChanged 597
		SP:Iteration 13Q (128239.140000 sec): 3 clusters
  Score: Raw -9727423.606098 + Penalty 5448.587482 = -9721975.018616
  nChanged 356
		SP:Iteration 14Q (128239.810000 sec): 3 clusters
  Score: Raw -9727660.850409 + Penalty 5448.587482 = -9722212.262928
  nChanged 213
		SP:Iteration 15Q (128240.320000 sec): 3 clusters
  Score: Raw -9727780.044163 + Penalty 5448.587482 = -9722331.456682
  nChanged 153
		SP:Iteration 16Q (128240.950000 sec): 3 clusters
  Score: Raw -9727852.540148 + Penalty 5448.587482 = -9722403.952667
  nChanged 115
		SP:Iteration 17Q (128241.460000 sec): 3 clusters
  Score: Raw -9727897.861184 + Penalty 5448.587482 = -9722449.273702
  nChanged 87
		SP:Iteration 18Q (128242.100000 sec): 3 clusters
  Score: Raw -9727925.453131 + Penalty 5448.587482 = -9722476.865649
  nChanged 59
		SP:Iteration 19Q (128242.690000 sec): 3 clusters
  Score: Raw -9727941.694212 + Penalty 5448.587482 = -9722493.106730
  nChanged 41
		SP:Iteration 20F (128243.310000 sec): 3 clusters
  Score: Raw -9727951.151240 + Penalty 5448.587482 = -9722502.563758
  nChanged 23
		SP:Iteration 21Q (128243.890000 sec): 3 clusters
  Score: Raw -9727956.137757 + Penalty 5448.587482 = -9722507.550276
  nChanged 25
		SP:Iteration 22Q (128244.430000 sec): 3 clusters
  Score: Raw -9727961.394475 + Penalty 5448.587482 = -9722512.806994
  nChanged 18
		SP:Iteration 23Q (128244.990000 sec): 3 clusters
  Score: Raw -9727964.801510 + Penalty 5448.587482 = -9722516.214028
  nChanged 9
		SP:Iteration 24Q (128245.540000 sec): 3 clusters
  Score: Raw -9727966.184943 + Penalty 5448.587482 = -9722517.597462
  nChanged 7
		SP:Iteration 25Q (128246.110000 sec): 3 clusters
  Score: Raw -9727967.643918 + Penalty 5448.587482 = -9722519.056437
  nChanged 8
		SP:Iteration 26Q (128246.620000 sec): 3 clusters
  Score: Raw -9727969.136320 + Penalty 5448.587482 = -9722520.548838
  nChanged 8
		SP:Iteration 27Q (128247.250000 sec): 3 clusters
  Score: Raw -9727970.296793 + Penalty 5448.587482 = -9722521.709312
  nChanged 5
		SP:Iteration 28Q (128247.890000 sec): 3 clusters
  Score: Raw -9727970.967295 + Penalty 5448.587482 = -9722522.379813
  nChanged 1
		SP:Iteration 29Q (128248.400000 sec): 3 clusters
  Score: Raw -9727971.157367 + Penalty 5448.587482 = -9722522.569885
  nChanged 2
		SP:Iteration 30Q (128249.020000 sec): 3 clusters
  Score: Raw -9727971.355971 + Penalty 5448.587482 = -9722522.768489
  nChanged 2
		SP:Iteration 31Q (128249.550000 sec): 3 clusters
  Score: Raw -9727971.618245 + Penalty 5448.587482 = -9722523.030763
  nChanged 4
		SP:Iteration 32Q (128250.150000 sec): 3 clusters
  Score: Raw -9727972.578029 + Penalty 5448.587482 = -9722523.990547
  nChanged 2
		SP:Iteration 33Q (128250.680000 sec): 3 clusters
  Score: Raw -9727972.780387 + Penalty 5448.587482 = -9722524.192905
  nChanged 1
		SP:Iteration 34Q (128251.290000 sec): 3 clusters
  Score: Raw -9727972.842267 + Penalty 5448.587482 = -9722524.254785
  nChanged 0
		SP:Iteration 35F (128251.840000 sec): 3 clusters
  Score: Raw -9727972.842267 + Penalty 5448.587482 = -9722524.254785
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 64 (5808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128251.980000 sec): 2 clusters
  Score: Raw -845679.506552 + Penalty 2149.413906 = -843530.092646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128252.190000 sec): 3 clusters
  Score: Raw -842843.743421 + Penalty 4298.827812 = -838544.915609
  nChanged 2245
		SP:Iteration 1F (128252.380000 sec): 3 clusters
  Score: Raw -844263.501684 + Penalty 4298.827812 = -839964.673872
  nChanged 529
		SP:Iteration 2F (128252.580000 sec): 3 clusters
  Score: Raw -844711.658427 + Penalty 4298.827812 = -840412.830615
  nChanged 422
		SP:Iteration 3F (128252.780000 sec): 3 clusters
  Score: Raw -845109.254643 + Penalty 4298.827812 = -840810.426831
  nChanged 384
		SP:Iteration 4F (128252.970000 sec): 3 clusters
  Score: Raw -845502.801326 + Penalty 4298.827812 = -841203.973514
  nChanged 357
		SP:Iteration 5F (128253.170000 sec): 3 clusters
  Score: Raw -845912.028835 + Penalty 4298.827812 = -841613.201023
  nChanged 342
		SP:Iteration 6F (128253.360000 sec): 3 clusters
  Score: Raw -846294.999874 + Penalty 4298.827812 = -841996.172062
  nChanged 306
		SP:Iteration 7F (128253.560000 sec): 3 clusters
  Score: Raw -846621.129164 + Penalty 4298.827812 = -842322.301352
  nChanged 259
		SP:Iteration 8Q (128253.780000 sec): 3 clusters
  Score: Raw -846863.290837 + Penalty 4298.827812 = -842564.463025
  nChanged 199
		SP:Iteration 9Q (128253.990000 sec): 3 clusters
  Score: Raw -847027.602406 + Penalty 4298.827812 = -842728.774594
  nChanged 149
		SP:Iteration 10Q (128254.160000 sec): 3 clusters
  Score: Raw -847117.114752 + Penalty 4298.827812 = -842818.286940
  nChanged 93
		SP:Iteration 11Q (128254.260000 sec): 3 clusters
  Score: Raw -847174.420746 + Penalty 4298.827812 = -842875.592934
  nChanged 70
		SP:Iteration 12Q (128254.440000 sec): 3 clusters
  Score: Raw -847209.788738 + Penalty 4298.827812 = -842910.960926
  nChanged 46
		SP:Iteration 13Q (128254.630000 sec): 3 clusters
  Score: Raw -847233.373524 + Penalty 4298.827812 = -842934.545712
  nChanged 43
		SP:Iteration 14Q (128254.830000 sec): 3 clusters
  Score: Raw -847249.441507 + Penalty 4298.827812 = -842950.613695
  nChanged 24
		SP:Iteration 15Q (128255.030000 sec): 3 clusters
  Score: Raw -847257.575063 + Penalty 4298.827812 = -842958.747251
  nChanged 20
		SP:Iteration 16Q (128255.220000 sec): 3 clusters
  Score: Raw -847263.969028 + Penalty 4298.827812 = -842965.141216
  nChanged 12
		SP:Iteration 17Q (128255.420000 sec): 3 clusters
  Score: Raw -847268.277510 + Penalty 4298.827812 = -842969.449698
  nChanged 14
		SP:Iteration 18Q (128255.620000 sec): 3 clusters
  Score: Raw -847273.423918 + Penalty 4298.827812 = -842974.596106
  nChanged 12
		SP:Iteration 19Q (128255.820000 sec): 3 clusters
  Score: Raw -847276.025235 + Penalty 4298.827812 = -842977.197423
  nChanged 7
		SP:Iteration 20F (128256.020000 sec): 3 clusters
  Score: Raw -847278.461182 + Penalty 4298.827812 = -842979.633370
  nChanged 6
		SP:Iteration 21Q (128256.210000 sec): 3 clusters
  Score: Raw -847280.020968 + Penalty 4298.827812 = -842981.193156
  nChanged 4
		SP:Iteration 22Q (128256.410000 sec): 3 clusters
  Score: Raw -847281.434810 + Penalty 4298.827812 = -842982.606998
  nChanged 4
		SP:Iteration 23Q (128256.600000 sec): 3 clusters
  Score: Raw -847282.437506 + Penalty 4298.827812 = -842983.609694
  nChanged 2
		SP:Iteration 24Q (128256.800000 sec): 3 clusters
  Score: Raw -847282.782503 + Penalty 4298.827812 = -842983.954691
  nChanged 0
		SP:Iteration 25F (128256.990000 sec): 3 clusters
  Score: Raw -847282.782503 + Penalty 4298.827812 = -842983.954691
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 65 (9006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128257.130000 sec): 2 clusters
  Score: Raw -1433906.628338 + Penalty 2258.200283 = -1431648.428055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128257.330000 sec): 3 clusters
  Score: Raw -1429109.347627 + Penalty 4516.400565 = -1424592.947062
  nChanged 3754
		SP:Iteration 1F (128257.600000 sec): 3 clusters
  Score: Raw -1431263.476398 + Penalty 4516.400565 = -1426747.075833
  nChanged 657
		SP:Iteration 2F (128257.750000 sec): 3 clusters
  Score: Raw -1431680.429062 + Penalty 4516.400565 = -1427164.028496
  nChanged 609
		SP:Iteration 3F (128257.940000 sec): 3 clusters
  Score: Raw -1432140.384139 + Penalty 4516.400565 = -1427623.983574
  nChanged 611
		SP:Iteration 4F (128258.130000 sec): 3 clusters
  Score: Raw -1432663.319555 + Penalty 4516.400565 = -1428146.918989
  nChanged 648
		SP:Iteration 5F (128258.320000 sec): 3 clusters
  Score: Raw -1433184.487056 + Penalty 4516.400565 = -1428668.086491
  nChanged 531
		SP:Iteration 6F (128258.520000 sec): 3 clusters
  Score: Raw -1433589.204934 + Penalty 4516.400565 = -1429072.804368
  nChanged 393
		SP:Iteration 7Q (128258.770000 sec): 3 clusters
  Score: Raw -1433832.112076 + Penalty 4516.400565 = -1429315.711511
  nChanged 312
		SP:Iteration 8Q (128258.980000 sec): 3 clusters
  Score: Raw -1434010.552242 + Penalty 4516.400565 = -1429494.151677
  nChanged 218
		SP:Iteration 9Q (128259.180000 sec): 3 clusters
  Score: Raw -1434117.989256 + Penalty 4516.400565 = -1429601.588691
  nChanged 192
		SP:Iteration 10Q (128259.380000 sec): 3 clusters
  Score: Raw -1434212.604248 + Penalty 4516.400565 = -1429696.203683
  nChanged 142
		SP:Iteration 11Q (128259.590000 sec): 3 clusters
  Score: Raw -1434269.422351 + Penalty 4516.400565 = -1429753.021786
  nChanged 115
		SP:Iteration 12Q (128259.790000 sec): 3 clusters
  Score: Raw -1434312.280909 + Penalty 4516.400565 = -1429795.880344
  nChanged 89
		SP:Iteration 13Q (128260.010000 sec): 3 clusters
  Score: Raw -1434338.716561 + Penalty 4516.400565 = -1429822.315996
  nChanged 58
		SP:Iteration 14Q (128260.210000 sec): 3 clusters
  Score: Raw -1434354.559216 + Penalty 4516.400565 = -1429838.158650
  nChanged 50
		SP:Iteration 15Q (128260.410000 sec): 3 clusters
  Score: Raw -1434367.857027 + Penalty 4516.400565 = -1429851.456462
  nChanged 45
		SP:Iteration 16Q (128260.650000 sec): 3 clusters
  Score: Raw -1434378.898462 + Penalty 4516.400565 = -1429862.497896
  nChanged 36
		SP:Iteration 17Q (128260.900000 sec): 3 clusters
  Score: Raw -1434386.826570 + Penalty 4516.400565 = -1429870.426004
  nChanged 35
		SP:Iteration 18Q (128261.150000 sec): 3 clusters
  Score: Raw -1434394.312808 + Penalty 4516.400565 = -1429877.912243
  nChanged 33
		SP:Iteration 19Q (128261.350000 sec): 3 clusters
  Score: Raw -1434401.163750 + Penalty 4516.400565 = -1429884.763185
  nChanged 31
		SP:Iteration 20F (128261.560000 sec): 3 clusters
  Score: Raw -1434407.877539 + Penalty 4516.400565 = -1429891.476974
  nChanged 32
		SP:Iteration 21Q (128261.770000 sec): 3 clusters
  Score: Raw -1434415.933909 + Penalty 4516.400565 = -1429899.533344
  nChanged 37
		SP:Iteration 22Q (128262.030000 sec): 3 clusters
  Score: Raw -1434423.907726 + Penalty 4516.400565 = -1429907.507160
  nChanged 41
		SP:Iteration 23Q (128262.180000 sec): 3 clusters
  Score: Raw -1434432.640421 + Penalty 4516.400565 = -1429916.239856
  nChanged 34
		SP:Iteration 24Q (128262.410000 sec): 3 clusters
  Score: Raw -1434439.633506 + Penalty 4516.400565 = -1429923.232941
  nChanged 31
		SP:Iteration 25Q (128262.640000 sec): 3 clusters
  Score: Raw -1434445.962872 + Penalty 4516.400565 = -1429929.562307
  nChanged 30
		SP:Iteration 26Q (128262.840000 sec): 3 clusters
  Score: Raw -1434452.316599 + Penalty 4516.400565 = -1429935.916033
  nChanged 24
		SP:Iteration 27Q (128263.050000 sec): 3 clusters
  Score: Raw -1434457.363899 + Penalty 4516.400565 = -1429940.963333
  nChanged 31
		SP:Iteration 28Q (128263.260000 sec): 3 clusters
  Score: Raw -1434464.576426 + Penalty 4516.400565 = -1429948.175861
  nChanged 37
		SP:Iteration 29Q (128263.470000 sec): 3 clusters
  Score: Raw -1434473.151291 + Penalty 4516.400565 = -1429956.750726
  nChanged 30
		SP:Iteration 30Q (128263.730000 sec): 3 clusters
  Score: Raw -1434480.330742 + Penalty 4516.400565 = -1429963.930177
  nChanged 30
		SP:Iteration 31Q (128263.950000 sec): 3 clusters
  Score: Raw -1434486.731243 + Penalty 4516.400565 = -1429970.330678
  nChanged 32
		SP:Iteration 32Q (128264.150000 sec): 3 clusters
  Score: Raw -1434493.150278 + Penalty 4516.400565 = -1429976.749713
  nChanged 18
		SP:Iteration 33Q (128264.390000 sec): 3 clusters
  Score: Raw -1434497.030067 + Penalty 4516.400565 = -1429980.629502
  nChanged 22
		SP:Iteration 34Q (128264.650000 sec): 3 clusters
  Score: Raw -1434501.888579 + Penalty 4516.400565 = -1429985.488014
  nChanged 27
		SP:Iteration 35Q (128264.890000 sec): 3 clusters
  Score: Raw -1434506.939941 + Penalty 4516.400565 = -1429990.539376
  nChanged 31
		SP:Iteration 36Q (128265.100000 sec): 3 clusters
  Score: Raw -1434512.981042 + Penalty 4516.400565 = -1429996.580477
  nChanged 24
		SP:Iteration 37Q (128265.310000 sec): 3 clusters
  Score: Raw -1434516.483173 + Penalty 4516.400565 = -1430000.082608
  nChanged 19
		SP:Iteration 38Q (128265.520000 sec): 3 clusters
  Score: Raw -1434519.472907 + Penalty 4516.400565 = -1430003.072341
  nChanged 13
		SP:Iteration 39Q (128265.720000 sec): 3 clusters
  Score: Raw -1434522.035055 + Penalty 4516.400565 = -1430005.634490
  nChanged 13
		SP:Iteration 40F (128265.910000 sec): 3 clusters
  Score: Raw -1434524.123257 + Penalty 4516.400565 = -1430007.722692
  nChanged 13
		SP:Iteration 41Q (128266.160000 sec): 3 clusters
  Score: Raw -1434526.430254 + Penalty 4516.400565 = -1430010.029689
  nChanged 8
		SP:Iteration 42Q (128266.410000 sec): 3 clusters
  Score: Raw -1434527.760270 + Penalty 4516.400565 = -1430011.359705
  nChanged 8
		SP:Iteration 43Q (128266.660000 sec): 3 clusters
  Score: Raw -1434529.121795 + Penalty 4516.400565 = -1430012.721229
  nChanged 11
		SP:Iteration 44Q (128266.850000 sec): 3 clusters
  Score: Raw -1434531.483915 + Penalty 4516.400565 = -1430015.083350
  nChanged 12
		SP:Iteration 45Q (128267.060000 sec): 3 clusters
  Score: Raw -1434533.718176 + Penalty 4516.400565 = -1430017.317611
  nChanged 12
		SP:Iteration 46Q (128267.260000 sec): 3 clusters
  Score: Raw -1434535.815533 + Penalty 4516.400565 = -1430019.414967
  nChanged 9
		SP:Iteration 47Q (128267.470000 sec): 3 clusters
  Score: Raw -1434537.582966 + Penalty 4516.400565 = -1430021.182400
  nChanged 13
		SP:Iteration 48Q (128267.690000 sec): 3 clusters
  Score: Raw -1434539.454294 + Penalty 4516.400565 = -1430023.053729
  nChanged 8
		SP:Iteration 49Q (128267.860000 sec): 3 clusters
  Score: Raw -1434540.972059 + Penalty 4516.400565 = -1430024.571494
  nChanged 15
		SP:Iteration 50Q (128268.090000 sec): 3 clusters
  Score: Raw -1434543.466937 + Penalty 4516.400565 = -1430027.066372
  nChanged 16
		SP:Iteration 51Q (128268.340000 sec): 3 clusters
  Score: Raw -1434546.515369 + Penalty 4516.400565 = -1430030.114804
  nChanged 18
		SP:Iteration 52Q (128268.580000 sec): 3 clusters
  Score: Raw -1434549.455356 + Penalty 4516.400565 = -1430033.054791
  nChanged 11
		SP:Iteration 53Q (128268.790000 sec): 3 clusters
  Score: Raw -1434551.703785 + Penalty 4516.400565 = -1430035.303220
  nChanged 9
		SP:Iteration 54Q (128268.990000 sec): 3 clusters
  Score: Raw -1434553.030610 + Penalty 4516.400565 = -1430036.630045
  nChanged 8
		SP:Iteration 55Q (128269.200000 sec): 3 clusters
  Score: Raw -1434554.462621 + Penalty 4516.400565 = -1430038.062056
  nChanged 14
		SP:Iteration 56Q (128269.440000 sec): 3 clusters
  Score: Raw -1434557.118616 + Penalty 4516.400565 = -1430040.718051
  nChanged 14
		SP:Iteration 57Q (128269.660000 sec): 3 clusters
  Score: Raw -1434560.095888 + Penalty 4516.400565 = -1430043.695323
  nChanged 15
		SP:Iteration 58Q (128269.860000 sec): 3 clusters
  Score: Raw -1434562.676749 + Penalty 4516.400565 = -1430046.276184
  nChanged 11
		SP:Iteration 59Q (128270.120000 sec): 3 clusters
  Score: Raw -1434564.833808 + Penalty 4516.400565 = -1430048.433243
  nChanged 17
		SP:Iteration 60F (128270.320000 sec): 3 clusters
  Score: Raw -1434567.883793 + Penalty 4516.400565 = -1430051.483228
  nChanged 16
		SP:Iteration 61Q (128270.560000 sec): 3 clusters
  Score: Raw -1434570.282174 + Penalty 4516.400565 = -1430053.881608
  nChanged 8
		SP:Iteration 62Q (128270.770000 sec): 3 clusters
  Score: Raw -1434571.464130 + Penalty 4516.400565 = -1430055.063564
  nChanged 11
		SP:Iteration 63Q (128270.970000 sec): 3 clusters
  Score: Raw -1434574.078016 + Penalty 4516.400565 = -1430057.677450
  nChanged 10
		SP:Iteration 64Q (128271.180000 sec): 3 clusters
  Score: Raw -1434575.637879 + Penalty 4516.400565 = -1430059.237314
  nChanged 14
		SP:Iteration 65Q (128271.400000 sec): 3 clusters
  Score: Raw -1434578.620118 + Penalty 4516.400565 = -1430062.219552
  nChanged 18
		SP:Iteration 66Q (128271.560000 sec): 3 clusters
  Score: Raw -1434582.725178 + Penalty 4516.400565 = -1430066.324613
  nChanged 21
		SP:Iteration 67Q (128271.760000 sec): 3 clusters
  Score: Raw -1434586.642955 + Penalty 4516.400565 = -1430070.242390
  nChanged 12
		SP:Iteration 68Q (128271.920000 sec): 3 clusters
  Score: Raw -1434588.742617 + Penalty 4516.400565 = -1430072.342051
  nChanged 15
		SP:Iteration 69Q (128272.170000 sec): 3 clusters
  Score: Raw -1434590.969702 + Penalty 4516.400565 = -1430074.569137
  nChanged 13
		SP:Iteration 70Q (128272.370000 sec): 3 clusters
  Score: Raw -1434593.185233 + Penalty 4516.400565 = -1430076.784668
  nChanged 14
		SP:Iteration 71Q (128272.620000 sec): 3 clusters
  Score: Raw -1434596.044289 + Penalty 4516.400565 = -1430079.643724
  nChanged 17
		SP:Iteration 72Q (128272.870000 sec): 3 clusters
  Score: Raw -1434599.050904 + Penalty 4516.400565 = -1430082.650339
  nChanged 13
		SP:Iteration 73Q (128273.120000 sec): 3 clusters
  Score: Raw -1434600.916071 + Penalty 4516.400565 = -1430084.515506
  nChanged 11
		SP:Iteration 74Q (128273.320000 sec): 3 clusters
  Score: Raw -1434602.759732 + Penalty 4516.400565 = -1430086.359167
  nChanged 11
		SP:Iteration 75Q (128273.560000 sec): 3 clusters
  Score: Raw -1434604.628001 + Penalty 4516.400565 = -1430088.227435
  nChanged 15
		SP:Iteration 76Q (128273.800000 sec): 3 clusters
  Score: Raw -1434608.302940 + Penalty 4516.400565 = -1430091.902375
  nChanged 32
		SP:Iteration 77Q (128273.990000 sec): 3 clusters
  Score: Raw -1434615.007215 + Penalty 4516.400565 = -1430098.606649
  nChanged 31
		SP:Iteration 78Q (128274.190000 sec): 3 clusters
  Score: Raw -1434623.217210 + Penalty 4516.400565 = -1430106.816645
  nChanged 31
		SP:Iteration 79Q (128274.390000 sec): 3 clusters
  Score: Raw -1434630.170378 + Penalty 4516.400565 = -1430113.769813
  nChanged 26
		SP:Iteration 80F (128274.600000 sec): 3 clusters
  Score: Raw -1434635.452110 + Penalty 4516.400565 = -1430119.051545
  nChanged 18
		SP:Iteration 81Q (128274.810000 sec): 3 clusters
  Score: Raw -1434638.432854 + Penalty 4516.400565 = -1430122.032288
  nChanged 12
		SP:Iteration 82Q (128275.020000 sec): 3 clusters
  Score: Raw -1434640.031753 + Penalty 4516.400565 = -1430123.631188
  nChanged 10
		SP:Iteration 83Q (128275.310000 sec): 3 clusters
  Score: Raw -1434642.115896 + Penalty 4516.400565 = -1430125.715330
  nChanged 14
		SP:Iteration 84Q (128275.470000 sec): 3 clusters
  Score: Raw -1434644.086968 + Penalty 4516.400565 = -1430127.686402
  nChanged 9
		SP:Iteration 85Q (128275.680000 sec): 3 clusters
  Score: Raw -1434645.628985 + Penalty 4516.400565 = -1430129.228420
  nChanged 12
		SP:Iteration 86Q (128275.930000 sec): 3 clusters
  Score: Raw -1434647.289932 + Penalty 4516.400565 = -1430130.889367
  nChanged 7
		SP:Iteration 87Q (128276.100000 sec): 3 clusters
  Score: Raw -1434648.278966 + Penalty 4516.400565 = -1430131.878401
  nChanged 10
		SP:Iteration 88Q (128276.340000 sec): 3 clusters
  Score: Raw -1434650.160405 + Penalty 4516.400565 = -1430133.759840
  nChanged 18
		SP:Iteration 89Q (128276.580000 sec): 3 clusters
  Score: Raw -1434652.873501 + Penalty 4516.400565 = -1430136.472936
  nChanged 12
		SP:Iteration 90Q (128276.830000 sec): 3 clusters
  Score: Raw -1434654.716970 + Penalty 4516.400565 = -1430138.316405
  nChanged 8
		SP:Iteration 91Q (128277.120000 sec): 3 clusters
  Score: Raw -1434656.073947 + Penalty 4516.400565 = -1430139.673381
  nChanged 6
		SP:Iteration 92Q (128277.410000 sec): 3 clusters
  Score: Raw -1434657.363612 + Penalty 4516.400565 = -1430140.963046
  nChanged 10
		SP:Iteration 93Q (128277.580000 sec): 3 clusters
  Score: Raw -1434659.030125 + Penalty 4516.400565 = -1430142.629560
  nChanged 9
		SP:Iteration 94Q (128277.820000 sec): 3 clusters
  Score: Raw -1434661.027595 + Penalty 4516.400565 = -1430144.627030
  nChanged 9
		SP:Iteration 95Q (128278.010000 sec): 3 clusters
  Score: Raw -1434662.944061 + Penalty 4516.400565 = -1430146.543496
  nChanged 12
		SP:Iteration 96Q (128278.190000 sec): 3 clusters
  Score: Raw -1434665.197833 + Penalty 4516.400565 = -1430148.797267
  nChanged 13
		SP:Iteration 97Q (128278.460000 sec): 3 clusters
  Score: Raw -1434667.504113 + Penalty 4516.400565 = -1430151.103548
  nChanged 9
		SP:Iteration 98Q (128278.620000 sec): 3 clusters
  Score: Raw -1434669.243542 + Penalty 4516.400565 = -1430152.842976
  nChanged 8
		SP:Iteration 99Q (128278.850000 sec): 3 clusters
  Score: Raw -1434671.281342 + Penalty 4516.400565 = -1430154.880777
  nChanged 8
		SP:Iteration 100F (128279.060000 sec): 3 clusters
  Score: Raw -1434672.864275 + Penalty 4516.400565 = -1430156.463710
  nChanged 6
		SP:Iteration 101Q (128279.300000 sec): 3 clusters
  Score: Raw -1434674.304152 + Penalty 4516.400565 = -1430157.903587
  nChanged 7
		SP:Iteration 102Q (128279.510000 sec): 3 clusters
  Score: Raw -1434675.647078 + Penalty 4516.400565 = -1430159.246513
  nChanged 9
		SP:Iteration 103Q (128279.740000 sec): 3 clusters
  Score: Raw -1434677.377745 + Penalty 4516.400565 = -1430160.977180
  nChanged 10
		SP:Iteration 104Q (128279.960000 sec): 3 clusters
  Score: Raw -1434679.494480 + Penalty 4516.400565 = -1430163.093914
  nChanged 10
		SP:Iteration 105Q (128280.130000 sec): 3 clusters
  Score: Raw -1434681.029117 + Penalty 4516.400565 = -1430164.628552
  nChanged 9
		SP:Iteration 106Q (128280.390000 sec): 3 clusters
  Score: Raw -1434682.295962 + Penalty 4516.400565 = -1430165.895396
  nChanged 8
		SP:Iteration 107Q (128280.560000 sec): 3 clusters
  Score: Raw -1434684.009928 + Penalty 4516.400565 = -1430167.609362
  nChanged 10
		SP:Iteration 108Q (128280.760000 sec): 3 clusters
  Score: Raw -1434685.664508 + Penalty 4516.400565 = -1430169.263943
  nChanged 13
		SP:Iteration 109Q (128280.960000 sec): 3 clusters
  Score: Raw -1434688.866329 + Penalty 4516.400565 = -1430172.465764
  nChanged 16
		SP:Iteration 110Q (128281.160000 sec): 3 clusters
  Score: Raw -1434691.936665 + Penalty 4516.400565 = -1430175.536100
  nChanged 16
		SP:Iteration 111Q (128281.360000 sec): 3 clusters
  Score: Raw -1434694.518324 + Penalty 4516.400565 = -1430178.117759
  nChanged 14
		SP:Iteration 112Q (128281.570000 sec): 3 clusters
  Score: Raw -1434697.707126 + Penalty 4516.400565 = -1430181.306560
  nChanged 15
		SP:Iteration 113Q (128281.810000 sec): 3 clusters
  Score: Raw -1434700.959295 + Penalty 4516.400565 = -1430184.558729
  nChanged 14
		SP:Iteration 114Q (128281.990000 sec): 3 clusters
  Score: Raw -1434704.061666 + Penalty 4516.400565 = -1430187.661101
  nChanged 20
		SP:Iteration 115Q (128282.230000 sec): 3 clusters
  Score: Raw -1434708.785735 + Penalty 4516.400565 = -1430192.385170
  nChanged 18
		SP:Iteration 116Q (128282.520000 sec): 3 clusters
  Score: Raw -1434713.582973 + Penalty 4516.400565 = -1430197.182408
  nChanged 23
		SP:Iteration 117Q (128282.700000 sec): 3 clusters
  Score: Raw -1434720.935048 + Penalty 4516.400565 = -1430204.534482
  nChanged 29
		SP:Iteration 118Q (128282.940000 sec): 3 clusters
  Score: Raw -1434727.851889 + Penalty 4516.400565 = -1430211.451324
  nChanged 30
		SP:Iteration 119Q (128283.190000 sec): 3 clusters
  Score: Raw -1434736.007928 + Penalty 4516.400565 = -1430219.607363
  nChanged 36
		SP:Iteration 120F (128283.400000 sec): 3 clusters
  Score: Raw -1434747.882654 + Penalty 4516.400565 = -1430231.482089
  nChanged 41
		SP:Iteration 121Q (128283.630000 sec): 3 clusters
  Score: Raw -1434762.841922 + Penalty 4516.400565 = -1430246.441357
  nChanged 49
		SP:Iteration 122Q (128283.820000 sec): 3 clusters
  Score: Raw -1434778.526683 + Penalty 4516.400565 = -1430262.126118
  nChanged 40
		SP:Iteration 123Q (128284.020000 sec): 3 clusters
  Score: Raw -1434791.723340 + Penalty 4516.400565 = -1430275.322775
  nChanged 44
		SP:Iteration 124Q (128284.220000 sec): 3 clusters
  Score: Raw -1434802.609886 + Penalty 4516.400565 = -1430286.209321
  nChanged 38
		SP:Iteration 125Q (128284.430000 sec): 3 clusters
  Score: Raw -1434812.911265 + Penalty 4516.400565 = -1430296.510699
  nChanged 36
		SP:Iteration 126Q (128284.640000 sec): 3 clusters
  Score: Raw -1434823.911711 + Penalty 4516.400565 = -1430307.511146
  nChanged 42
		SP:Iteration 127Q (128284.840000 sec): 3 clusters
  Score: Raw -1434837.752197 + Penalty 4516.400565 = -1430321.351632
  nChanged 42
		SP:Iteration 128Q (128285.050000 sec): 3 clusters
  Score: Raw -1434851.018745 + Penalty 4516.400565 = -1430334.618180
  nChanged 47
		SP:Iteration 129Q (128285.250000 sec): 3 clusters
  Score: Raw -1434867.318970 + Penalty 4516.400565 = -1430350.918405
  nChanged 61
		SP:Iteration 130Q (128285.430000 sec): 3 clusters
  Score: Raw -1434890.994107 + Penalty 4516.400565 = -1430374.593542
  nChanged 65
		SP:Iteration 131Q (128285.640000 sec): 3 clusters
  Score: Raw -1434922.332426 + Penalty 4516.400565 = -1430405.931860
  nChanged 70
		SP:Iteration 132Q (128285.880000 sec): 3 clusters
  Score: Raw -1434951.526254 + Penalty 4516.400565 = -1430435.125689
  nChanged 73
		SP:Iteration 133Q (128286.140000 sec): 3 clusters
  Score: Raw -1434980.875245 + Penalty 4516.400565 = -1430464.474680
  nChanged 71
		SP:Iteration 134Q (128286.390000 sec): 3 clusters
  Score: Raw -1435006.715239 + Penalty 4516.400565 = -1430490.314673
  nChanged 52
		SP:Iteration 135Q (128286.600000 sec): 3 clusters
  Score: Raw -1435029.230185 + Penalty 4516.400565 = -1430512.829620
  nChanged 51
		SP:Iteration 136Q (128286.800000 sec): 3 clusters
  Score: Raw -1435046.846503 + Penalty 4516.400565 = -1430530.445938
  nChanged 49
		SP:Iteration 137Q (128287.010000 sec): 3 clusters
  Score: Raw -1435062.896594 + Penalty 4516.400565 = -1430546.496028
  nChanged 46
		SP:Iteration 138Q (128287.220000 sec): 3 clusters
  Score: Raw -1435078.230497 + Penalty 4516.400565 = -1430561.829931
  nChanged 41
		SP:Iteration 139Q (128287.470000 sec): 3 clusters
  Score: Raw -1435090.126650 + Penalty 4516.400565 = -1430573.726085
  nChanged 32
		SP:Iteration 140F (128287.630000 sec): 3 clusters
  Score: Raw -1435098.091140 + Penalty 4516.400565 = -1430581.690575
  nChanged 25
		SP:Iteration 141Q (128287.870000 sec): 3 clusters
  Score: Raw -1435103.889556 + Penalty 4516.400565 = -1430587.488991
  nChanged 24
		SP:Iteration 142Q (128288.110000 sec): 3 clusters
  Score: Raw -1435109.458297 + Penalty 4516.400565 = -1430593.057732
  nChanged 17
		SP:Iteration 143Q (128288.400000 sec): 3 clusters
  Score: Raw -1435112.646530 + Penalty 4516.400565 = -1430596.245964
  nChanged 16
		SP:Iteration 144Q (128288.610000 sec): 3 clusters
  Score: Raw -1435116.261030 + Penalty 4516.400565 = -1430599.860465
  nChanged 15
		SP:Iteration 145Q (128288.850000 sec): 3 clusters
  Score: Raw -1435119.657893 + Penalty 4516.400565 = -1430603.257327
  nChanged 16
		SP:Iteration 146Q (128289.100000 sec): 3 clusters
  Score: Raw -1435123.301815 + Penalty 4516.400565 = -1430606.901250
  nChanged 14
		SP:Iteration 147Q (128289.340000 sec): 3 clusters
  Score: Raw -1435127.298200 + Penalty 4516.400565 = -1430610.897635
  nChanged 22
		SP:Iteration 148Q (128289.530000 sec): 3 clusters
  Score: Raw -1435133.116303 + Penalty 4516.400565 = -1430616.715738
  nChanged 20
		SP:Iteration 149Q (128289.780000 sec): 3 clusters
  Score: Raw -1435137.335004 + Penalty 4516.400565 = -1430620.934439
  nChanged 18
		SP:Iteration 150Q (128289.950000 sec): 3 clusters
  Score: Raw -1435140.712730 + Penalty 4516.400565 = -1430624.312164
  nChanged 10
		SP:Iteration 151Q (128290.180000 sec): 3 clusters
  Score: Raw -1435142.547312 + Penalty 4516.400565 = -1430626.146747
  nChanged 5
		SP:Iteration 152Q (128290.430000 sec): 3 clusters
  Score: Raw -1435143.430166 + Penalty 4516.400565 = -1430627.029601
  nChanged 8
		SP:Iteration 153Q (128290.680000 sec): 3 clusters
  Score: Raw -1435144.652257 + Penalty 4516.400565 = -1430628.251692
  nChanged 7
		SP:Iteration 154Q (128290.880000 sec): 3 clusters
  Score: Raw -1435146.040291 + Penalty 4516.400565 = -1430629.639726
  nChanged 10
		SP:Iteration 155Q (128291.110000 sec): 3 clusters
  Score: Raw -1435148.251608 + Penalty 4516.400565 = -1430631.851043
  nChanged 10
		SP:Iteration 156Q (128291.360000 sec): 3 clusters
  Score: Raw -1435150.284961 + Penalty 4516.400565 = -1430633.884396
  nChanged 7
		SP:Iteration 157Q (128291.490000 sec): 3 clusters
  Score: Raw -1435152.322326 + Penalty 4516.400565 = -1430635.921761
  nChanged 9
		SP:Iteration 158Q (128291.710000 sec): 3 clusters
  Score: Raw -1435153.948927 + Penalty 4516.400565 = -1430637.548362
  nChanged 7
		SP:Iteration 159Q (128291.930000 sec): 3 clusters
  Score: Raw -1435155.333658 + Penalty 4516.400565 = -1430638.933093
  nChanged 5
		SP:Iteration 160F (128292.100000 sec): 3 clusters
  Score: Raw -1435156.126420 + Penalty 4516.400565 = -1430639.725854
  nChanged 5
		SP:Iteration 161Q (128292.300000 sec): 3 clusters
  Score: Raw -1435157.061494 + Penalty 4516.400565 = -1430640.660929
  nChanged 5
		SP:Iteration 162Q (128292.500000 sec): 3 clusters
  Score: Raw -1435157.836675 + Penalty 4516.400565 = -1430641.436110
  nChanged 3
		SP:Iteration 163Q (128292.710000 sec): 3 clusters
  Score: Raw -1435158.418466 + Penalty 4516.400565 = -1430642.017901
  nChanged 3
		SP:Iteration 164Q (128292.920000 sec): 3 clusters
  Score: Raw -1435159.149564 + Penalty 4516.400565 = -1430642.748999
  nChanged 4
		SP:Iteration 165Q (128293.120000 sec): 3 clusters
  Score: Raw -1435159.803321 + Penalty 4516.400565 = -1430643.402755
  nChanged 2
		SP:Iteration 166Q (128293.330000 sec): 3 clusters
  Score: Raw -1435160.115822 + Penalty 4516.400565 = -1430643.715257
  nChanged 0
		SP:Iteration 167F (128293.530000 sec): 3 clusters
  Score: Raw -1435160.115822 + Penalty 4516.400565 = -1430643.715257
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 66 (1230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128293.610000 sec): 2 clusters
  Score: Raw -180415.208186 + Penalty 1764.462823 = -178650.745363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128293.780000 sec): 3 clusters
  Score: Raw -180091.337933 + Penalty 3528.925646 = -176562.412287
  nChanged 377
		SP:Iteration 1F (128293.960000 sec): 3 clusters
  Score: Raw -180545.493588 + Penalty 3528.925646 = -177016.567942
  nChanged 128
		SP:Iteration 2F (128294.150000 sec): 3 clusters
  Score: Raw -180859.142142 + Penalty 3528.925646 = -177330.216495
  nChanged 113
		SP:Iteration 3F (128294.270000 sec): 3 clusters
  Score: Raw -181137.446660 + Penalty 3528.925646 = -177608.521014
  nChanged 102
		SP:Iteration 4F (128294.430000 sec): 3 clusters
  Score: Raw -181415.058305 + Penalty 3528.925646 = -177886.132659
  nChanged 79
		SP:Iteration 5F (128294.590000 sec): 3 clusters
  Score: Raw -181591.617874 + Penalty 3528.925646 = -178062.692228
  nChanged 46
		SP:Iteration 6Q (128294.750000 sec): 3 clusters
  Score: Raw -181677.040803 + Penalty 3528.925646 = -178148.115157
  nChanged 22
		SP:Iteration 7Q (128294.910000 sec): 3 clusters
  Score: Raw -181730.533762 + Penalty 3528.925646 = -178201.608116
  nChanged 8
		SP:Iteration 8Q (128295.070000 sec): 3 clusters
  Score: Raw -181754.541104 + Penalty 3528.925646 = -178225.615458
  nChanged 7
		SP:Iteration 9Q (128295.230000 sec): 3 clusters
  Score: Raw -181766.383999 + Penalty 3528.925646 = -178237.458353
  nChanged 3
		SP:Iteration 10Q (128295.390000 sec): 3 clusters
  Score: Raw -181773.209366 + Penalty 3528.925646 = -178244.283720
  nChanged 0
		SP:Iteration 11F (128295.550000 sec): 3 clusters
  Score: Raw -181773.209366 + Penalty 3528.925646 = -178244.283720
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 67 (1649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128295.650000 sec): 2 clusters
  Score: Raw -258185.520162 + Penalty 1837.165232 = -256348.354930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128295.810000 sec): 3 clusters
  Score: Raw -257619.748865 + Penalty 3674.330464 = -253945.418401
  nChanged 500
		SP:Iteration 1F (128295.970000 sec): 3 clusters
  Score: Raw -258024.767767 + Penalty 3674.330464 = -254350.437303
  nChanged 113
		SP:Iteration 2F (128296.110000 sec): 3 clusters
  Score: Raw -258125.101760 + Penalty 3674.330464 = -254450.771296
  nChanged 63
		SP:Iteration 3Q (128296.300000 sec): 3 clusters
  Score: Raw -258194.029219 + Penalty 3674.330464 = -254519.698755
  nChanged 41
		SP:Iteration 4Q (128296.430000 sec): 3 clusters
  Score: Raw -258235.755426 + Penalty 3674.330464 = -254561.424962
  nChanged 34
		SP:Iteration 5Q (128296.600000 sec): 3 clusters
  Score: Raw -258265.476519 + Penalty 3674.330464 = -254591.146055
  nChanged 25
		SP:Iteration 6Q (128296.760000 sec): 3 clusters
  Score: Raw -258284.412846 + Penalty 3674.330464 = -254610.082382
  nChanged 18
		SP:Iteration 7Q (128296.940000 sec): 3 clusters
  Score: Raw -258298.956364 + Penalty 3674.330464 = -254624.625900
  nChanged 11
		SP:Iteration 8Q (128297.110000 sec): 3 clusters
  Score: Raw -258307.420691 + Penalty 3674.330464 = -254633.090227
  nChanged 9
		SP:Iteration 9Q (128297.290000 sec): 3 clusters
  Score: Raw -258313.715756 + Penalty 3674.330464 = -254639.385292
  nChanged 7
		SP:Iteration 10Q (128297.460000 sec): 3 clusters
  Score: Raw -258318.100735 + Penalty 3674.330464 = -254643.770271
  nChanged 5
		SP:Iteration 11Q (128297.640000 sec): 3 clusters
  Score: Raw -258321.294310 + Penalty 3674.330464 = -254646.963846
  nChanged 5
		SP:Iteration 12Q (128297.820000 sec): 3 clusters
  Score: Raw -258324.042006 + Penalty 3674.330464 = -254649.711542
  nChanged 5
		SP:Iteration 13Q (128297.990000 sec): 3 clusters
  Score: Raw -258327.088770 + Penalty 3674.330464 = -254652.758306
  nChanged 3
		SP:Iteration 14Q (128298.170000 sec): 3 clusters
  Score: Raw -258329.382466 + Penalty 3674.330464 = -254655.052002
  nChanged 2
		SP:Iteration 15Q (128298.340000 sec): 3 clusters
  Score: Raw -258330.194690 + Penalty 3674.330464 = -254655.864226
  nChanged 1
		SP:Iteration 16Q (128298.520000 sec): 3 clusters
  Score: Raw -258330.679249 + Penalty 3674.330464 = -254656.348785
  nChanged 2
		SP:Iteration 17Q (128298.700000 sec): 3 clusters
  Score: Raw -258331.846337 + Penalty 3674.330464 = -254657.515873
  nChanged 1
		SP:Iteration 18Q (128298.840000 sec): 3 clusters
  Score: Raw -258333.488563 + Penalty 3674.330464 = -254659.158099
  nChanged 2
		SP:Iteration 19Q (128299.000000 sec): 3 clusters
  Score: Raw -258336.261028 + Penalty 3674.330464 = -254661.930564
  nChanged 3
		SP:Iteration 20F (128299.140000 sec): 3 clusters
  Score: Raw -258338.542672 + Penalty 3674.330464 = -254664.212208
  nChanged 3
		SP:Iteration 21Q (128299.320000 sec): 3 clusters
  Score: Raw -258340.823632 + Penalty 3674.330464 = -254666.493168
  nChanged 4
		SP:Iteration 22Q (128299.500000 sec): 3 clusters
  Score: Raw -258344.079582 + Penalty 3674.330464 = -254669.749118
  nChanged 2
		SP:Iteration 23Q (128299.670000 sec): 3 clusters
  Score: Raw -258345.297496 + Penalty 3674.330464 = -254670.967032
  nChanged 2
		SP:Iteration 24Q (128299.850000 sec): 3 clusters
  Score: Raw -258346.435469 + Penalty 3674.330464 = -254672.105005
  nChanged 2
		SP:Iteration 25Q (128300.020000 sec): 3 clusters
  Score: Raw -258349.493563 + Penalty 3674.330464 = -254675.163099
  nChanged 4
		SP:Iteration 26Q (128300.200000 sec): 3 clusters
  Score: Raw -258352.763968 + Penalty 3674.330464 = -254678.433504
  nChanged 3
		SP:Iteration 27Q (128300.380000 sec): 3 clusters
  Score: Raw -258354.768158 + Penalty 3674.330464 = -254680.437694
  nChanged 1
		SP:Iteration 28Q (128300.550000 sec): 3 clusters
  Score: Raw -258355.340224 + Penalty 3674.330464 = -254681.009760
  nChanged 0
		SP:Iteration 29F (128300.730000 sec): 3 clusters
  Score: Raw -258355.340224 + Penalty 3674.330464 = -254681.009760
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 68 (4406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128300.850000 sec): 2 clusters
  Score: Raw -686719.981240 + Penalty 2080.899187 = -684639.082053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128301.030000 sec): 3 clusters
  Score: Raw -684695.251929 + Penalty 4161.798374 = -680533.453555
  nChanged 1682
		SP:Iteration 1F (128301.210000 sec): 3 clusters
  Score: Raw -685666.832978 + Penalty 4161.798374 = -681505.034604
  nChanged 335
		SP:Iteration 2F (128301.370000 sec): 3 clusters
  Score: Raw -685904.905350 + Penalty 4161.798374 = -681743.106977
  nChanged 238
		SP:Iteration 3F (128301.520000 sec): 3 clusters
  Score: Raw -686081.133317 + Penalty 4161.798374 = -681919.334943
  nChanged 222
		SP:Iteration 4F (128301.730000 sec): 3 clusters
  Score: Raw -686279.511874 + Penalty 4161.798374 = -682117.713500
  nChanged 245
		SP:Iteration 5F (128301.910000 sec): 3 clusters
  Score: Raw -686555.344132 + Penalty 4161.798374 = -682393.545759
  nChanged 265
		SP:Iteration 6F (128302.080000 sec): 3 clusters
  Score: Raw -686857.239212 + Penalty 4161.798374 = -682695.440838
  nChanged 271
		SP:Iteration 7F (128302.240000 sec): 3 clusters
  Score: Raw -687171.694561 + Penalty 4161.798374 = -683009.896187
  nChanged 238
		SP:Iteration 8F (128302.440000 sec): 3 clusters
  Score: Raw -687413.301585 + Penalty 4161.798374 = -683251.503212
  nChanged 180
		SP:Iteration 9Q (128302.600000 sec): 3 clusters
  Score: Raw -687579.178646 + Penalty 4161.798374 = -683417.380272
  nChanged 144
		SP:Iteration 10Q (128302.760000 sec): 3 clusters
  Score: Raw -687692.761270 + Penalty 4161.798374 = -683530.962897
  nChanged 110
		SP:Iteration 11Q (128302.920000 sec): 3 clusters
  Score: Raw -687778.592098 + Penalty 4161.798374 = -683616.793725
  nChanged 96
		SP:Iteration 12Q (128303.080000 sec): 3 clusters
  Score: Raw -687840.294208 + Penalty 4161.798374 = -683678.495834
  nChanged 62
		SP:Iteration 13Q (128303.240000 sec): 3 clusters
  Score: Raw -687873.976558 + Penalty 4161.798374 = -683712.178185
  nChanged 41
		SP:Iteration 14Q (128303.440000 sec): 3 clusters
  Score: Raw -687893.672725 + Penalty 4161.798374 = -683731.874351
  nChanged 32
		SP:Iteration 15Q (128303.620000 sec): 3 clusters
  Score: Raw -687906.524277 + Penalty 4161.798374 = -683744.725903
  nChanged 20
		SP:Iteration 16Q (128303.780000 sec): 3 clusters
  Score: Raw -687913.154602 + Penalty 4161.798374 = -683751.356228
  nChanged 16
		SP:Iteration 17Q (128303.940000 sec): 3 clusters
  Score: Raw -687917.656134 + Penalty 4161.798374 = -683755.857761
  nChanged 15
		SP:Iteration 18Q (128304.140000 sec): 3 clusters
  Score: Raw -687924.935515 + Penalty 4161.798374 = -683763.137141
  nChanged 22
		SP:Iteration 19Q (128304.300000 sec): 3 clusters
  Score: Raw -687935.035541 + Penalty 4161.798374 = -683773.237168
  nChanged 18
		SP:Iteration 20F (128304.460000 sec): 3 clusters
  Score: Raw -687942.575464 + Penalty 4161.798374 = -683780.777091
  nChanged 16
		SP:Iteration 21Q (128304.620000 sec): 3 clusters
  Score: Raw -687948.471035 + Penalty 4161.798374 = -683786.672661
  nChanged 8
		SP:Iteration 22Q (128304.780000 sec): 3 clusters
  Score: Raw -687951.532341 + Penalty 4161.798374 = -683789.733968
  nChanged 5
		SP:Iteration 23Q (128304.960000 sec): 3 clusters
  Score: Raw -687952.768174 + Penalty 4161.798374 = -683790.969800
  nChanged 7
		SP:Iteration 24Q (128305.140000 sec): 3 clusters
  Score: Raw -687954.913299 + Penalty 4161.798374 = -683793.114925
  nChanged 7
		SP:Iteration 25Q (128305.310000 sec): 3 clusters
  Score: Raw -687956.521924 + Penalty 4161.798374 = -683794.723551
  nChanged 5
		SP:Iteration 26Q (128305.470000 sec): 3 clusters
  Score: Raw -687958.005651 + Penalty 4161.798374 = -683796.207277
  nChanged 2
		SP:Iteration 27Q (128305.620000 sec): 3 clusters
  Score: Raw -687958.796380 + Penalty 4161.798374 = -683796.998006
  nChanged 3
		SP:Iteration 28Q (128305.780000 sec): 3 clusters
  Score: Raw -687959.612928 + Penalty 4161.798374 = -683797.814554
  nChanged 4
		SP:Iteration 29Q (128305.980000 sec): 3 clusters
  Score: Raw -687961.885296 + Penalty 4161.798374 = -683800.086923
  nChanged 5
		SP:Iteration 30Q (128306.140000 sec): 3 clusters
  Score: Raw -687964.220314 + Penalty 4161.798374 = -683802.421940
  nChanged 8
		SP:Iteration 31Q (128306.320000 sec): 3 clusters
  Score: Raw -687967.685261 + Penalty 4161.798374 = -683805.886887
  nChanged 7
		SP:Iteration 32Q (128306.480000 sec): 3 clusters
  Score: Raw -687969.021815 + Penalty 4161.798374 = -683807.223441
  nChanged 1
		SP:Iteration 33Q (128306.640000 sec): 3 clusters
  Score: Raw -687969.209244 + Penalty 4161.798374 = -683807.410870
  nChanged 1
		SP:Iteration 34Q (128306.830000 sec): 3 clusters
  Score: Raw -687969.384159 + Penalty 4161.798374 = -683807.585786
  nChanged 0
		SP:Iteration 35F (128307.010000 sec): 3 clusters
  Score: Raw -687969.384159 + Penalty 4161.798374 = -683807.585786
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 69 (2399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128307.120000 sec): 2 clusters
  Score: Raw -385141.700765 + Penalty 1930.136201 = -383211.564564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128307.300000 sec): 3 clusters
  Score: Raw -384154.156974 + Penalty 3860.272402 = -380293.884572
  nChanged 824
		SP:Iteration 1F (128307.480000 sec): 3 clusters
  Score: Raw -384710.435608 + Penalty 3860.272402 = -380850.163206
  nChanged 165
		SP:Iteration 2F (128307.650000 sec): 3 clusters
  Score: Raw -384837.663103 + Penalty 3860.272402 = -380977.390700
  nChanged 92
		SP:Iteration 3Q (128307.830000 sec): 3 clusters
  Score: Raw -384900.803406 + Penalty 3860.272402 = -381040.531003
  nChanged 64
		SP:Iteration 4Q (128308.060000 sec): 3 clusters
  Score: Raw -384941.442110 + Penalty 3860.272402 = -381081.169707
  nChanged 38
		SP:Iteration 5Q (128308.200000 sec): 3 clusters
  Score: Raw -384961.589836 + Penalty 3860.272402 = -381101.317433
  nChanged 27
		SP:Iteration 6Q (128308.300000 sec): 3 clusters
  Score: Raw -384977.597527 + Penalty 3860.272402 = -381117.325124
  nChanged 27
		SP:Iteration 7Q (128308.470000 sec): 3 clusters
  Score: Raw -384991.898705 + Penalty 3860.272402 = -381131.626302
  nChanged 14
		SP:Iteration 8Q (128308.620000 sec): 3 clusters
  Score: Raw -384997.811697 + Penalty 3860.272402 = -381137.539295
  nChanged 18
		SP:Iteration 9Q (128308.790000 sec): 3 clusters
  Score: Raw -385008.734912 + Penalty 3860.272402 = -381148.462510
  nChanged 25
		SP:Iteration 10Q (128308.970000 sec): 3 clusters
  Score: Raw -385020.349041 + Penalty 3860.272402 = -381160.076639
  nChanged 12
		SP:Iteration 11Q (128309.140000 sec): 3 clusters
  Score: Raw -385028.528722 + Penalty 3860.272402 = -381168.256319
  nChanged 16
		SP:Iteration 12Q (128309.320000 sec): 3 clusters
  Score: Raw -385036.706435 + Penalty 3860.272402 = -381176.434032
  nChanged 12
		SP:Iteration 13Q (128309.500000 sec): 3 clusters
  Score: Raw -385044.226583 + Penalty 3860.272402 = -381183.954181
  nChanged 16
		SP:Iteration 14Q (128309.670000 sec): 3 clusters
  Score: Raw -385051.574094 + Penalty 3860.272402 = -381191.301692
  nChanged 12
		SP:Iteration 15Q (128309.850000 sec): 3 clusters
  Score: Raw -385057.377163 + Penalty 3860.272402 = -381197.104761
  nChanged 7
		SP:Iteration 16Q (128310.020000 sec): 3 clusters
  Score: Raw -385060.678313 + Penalty 3860.272402 = -381200.405910
  nChanged 3
		SP:Iteration 17Q (128310.200000 sec): 3 clusters
  Score: Raw -385064.269734 + Penalty 3860.272402 = -381203.997332
  nChanged 8
		SP:Iteration 18Q (128310.380000 sec): 3 clusters
  Score: Raw -385068.012228 + Penalty 3860.272402 = -381207.739826
  nChanged 9
		SP:Iteration 19Q (128310.580000 sec): 3 clusters
  Score: Raw -385073.786935 + Penalty 3860.272402 = -381213.514532
  nChanged 8
		SP:Iteration 20F (128310.720000 sec): 3 clusters
  Score: Raw -385077.347109 + Penalty 3860.272402 = -381217.074707
  nChanged 9
		SP:Iteration 21Q (128310.900000 sec): 3 clusters
  Score: Raw -385081.033788 + Penalty 3860.272402 = -381220.761386
  nChanged 14
		SP:Iteration 22Q (128311.020000 sec): 3 clusters
  Score: Raw -385089.393569 + Penalty 3860.272402 = -381229.121166
  nChanged 17
		SP:Iteration 23Q (128311.190000 sec): 3 clusters
  Score: Raw -385101.325719 + Penalty 3860.272402 = -381241.053316
  nChanged 15
		SP:Iteration 24Q (128311.370000 sec): 3 clusters
  Score: Raw -385111.257752 + Penalty 3860.272402 = -381250.985349
  nChanged 14
		SP:Iteration 25Q (128311.540000 sec): 3 clusters
  Score: Raw -385119.671494 + Penalty 3860.272402 = -381259.399091
  nChanged 16
		SP:Iteration 26Q (128311.720000 sec): 3 clusters
  Score: Raw -385124.833524 + Penalty 3860.272402 = -381264.561121
  nChanged 11
		SP:Iteration 27Q (128311.900000 sec): 3 clusters
  Score: Raw -385128.264868 + Penalty 3860.272402 = -381267.992465
  nChanged 10
		SP:Iteration 28Q (128312.070000 sec): 3 clusters
  Score: Raw -385133.397704 + Penalty 3860.272402 = -381273.125302
  nChanged 14
		SP:Iteration 29Q (128312.250000 sec): 3 clusters
  Score: Raw -385139.112863 + Penalty 3860.272402 = -381278.840461
  nChanged 8
		SP:Iteration 30Q (128312.420000 sec): 3 clusters
  Score: Raw -385142.098284 + Penalty 3860.272402 = -381281.825882
  nChanged 5
		SP:Iteration 31Q (128312.600000 sec): 3 clusters
  Score: Raw -385143.959323 + Penalty 3860.272402 = -381283.686920
  nChanged 4
		SP:Iteration 32Q (128312.780000 sec): 3 clusters
  Score: Raw -385145.631084 + Penalty 3860.272402 = -381285.358681
  nChanged 3
		SP:Iteration 33Q (128312.950000 sec): 3 clusters
  Score: Raw -385146.840216 + Penalty 3860.272402 = -381286.567813
  nChanged 4
		SP:Iteration 34Q (128313.130000 sec): 3 clusters
  Score: Raw -385148.394883 + Penalty 3860.272402 = -381288.122481
  nChanged 9
		SP:Iteration 35Q (128313.320000 sec): 3 clusters
  Score: Raw -385152.373940 + Penalty 3860.272402 = -381292.101538
  nChanged 4
		SP:Iteration 36Q (128313.460000 sec): 3 clusters
  Score: Raw -385154.006178 + Penalty 3860.272402 = -381293.733776
  nChanged 2
		SP:Iteration 37Q (128313.580000 sec): 3 clusters
  Score: Raw -385154.755450 + Penalty 3860.272402 = -381294.483048
  nChanged 2
		SP:Iteration 38Q (128313.730000 sec): 3 clusters
  Score: Raw -385155.621367 + Penalty 3860.272402 = -381295.348965
  nChanged 4
		SP:Iteration 39Q (128313.880000 sec): 3 clusters
  Score: Raw -385156.844970 + Penalty 3860.272402 = -381296.572567
  nChanged 0
		SP:Iteration 40F (128314.020000 sec): 3 clusters
  Score: Raw -385156.844970 + Penalty 3860.272402 = -381296.572567
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 70 (4433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128314.140000 sec): 2 clusters
  Score: Raw -678898.608631 + Penalty 2082.414295 = -676816.194336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128314.350000 sec): 3 clusters
  Score: Raw -676897.120047 + Penalty 4164.828590 = -672732.291457
  nChanged 1626
		SP:Iteration 1F (128314.510000 sec): 3 clusters
  Score: Raw -677920.968283 + Penalty 4164.828590 = -673756.139693
  nChanged 366
		SP:Iteration 2F (128314.720000 sec): 3 clusters
  Score: Raw -678193.279446 + Penalty 4164.828590 = -674028.450856
  nChanged 246
		SP:Iteration 3F (128314.880000 sec): 3 clusters
  Score: Raw -678386.581353 + Penalty 4164.828590 = -674221.752763
  nChanged 221
		SP:Iteration 4Q (128315.080000 sec): 3 clusters
  Score: Raw -678563.937014 + Penalty 4164.828590 = -674399.108424
  nChanged 190
		SP:Iteration 5Q (128315.280000 sec): 3 clusters
  Score: Raw -678712.592619 + Penalty 4164.828590 = -674547.764029
  nChanged 177
		SP:Iteration 6Q (128315.490000 sec): 3 clusters
  Score: Raw -678846.445636 + Penalty 4164.828590 = -674681.617046
  nChanged 164
		SP:Iteration 7Q (128315.710000 sec): 3 clusters
  Score: Raw -678961.420757 + Penalty 4164.828590 = -674796.592167
  nChanged 118
		SP:Iteration 8Q (128315.850000 sec): 3 clusters
  Score: Raw -679036.113147 + Penalty 4164.828590 = -674871.284557
  nChanged 103
		SP:Iteration 9Q (128316.010000 sec): 3 clusters
  Score: Raw -679094.497718 + Penalty 4164.828590 = -674929.669128
  nChanged 68
		SP:Iteration 10Q (128316.180000 sec): 3 clusters
  Score: Raw -679133.959736 + Penalty 4164.828590 = -674969.131146
  nChanged 66
		SP:Iteration 11Q (128316.340000 sec): 3 clusters
  Score: Raw -679173.191149 + Penalty 4164.828590 = -675008.362559
  nChanged 60
		SP:Iteration 12Q (128316.500000 sec): 3 clusters
  Score: Raw -679211.842726 + Penalty 4164.828590 = -675047.014136
  nChanged 58
		SP:Iteration 13Q (128316.700000 sec): 3 clusters
  Score: Raw -679248.204248 + Penalty 4164.828590 = -675083.375658
  nChanged 53
		SP:Iteration 14Q (128316.880000 sec): 3 clusters
  Score: Raw -679280.108351 + Penalty 4164.828590 = -675115.279761
  nChanged 43
		SP:Iteration 15Q (128317.040000 sec): 3 clusters
  Score: Raw -679303.780354 + Penalty 4164.828590 = -675138.951764
  nChanged 31
		SP:Iteration 16Q (128317.210000 sec): 3 clusters
  Score: Raw -679321.304512 + Penalty 4164.828590 = -675156.475922
  nChanged 23
		SP:Iteration 17Q (128317.390000 sec): 3 clusters
  Score: Raw -679332.493845 + Penalty 4164.828590 = -675167.665255
  nChanged 21
		SP:Iteration 18Q (128317.590000 sec): 3 clusters
  Score: Raw -679342.518375 + Penalty 4164.828590 = -675177.689785
  nChanged 13
		SP:Iteration 19Q (128317.740000 sec): 3 clusters
  Score: Raw -679349.175520 + Penalty 4164.828590 = -675184.346930
  nChanged 11
		SP:Iteration 20F (128317.960000 sec): 3 clusters
  Score: Raw -679354.334331 + Penalty 4164.828590 = -675189.505741
  nChanged 15
		SP:Iteration 21Q (128318.120000 sec): 3 clusters
  Score: Raw -679361.311948 + Penalty 4164.828590 = -675196.483358
  nChanged 13
		SP:Iteration 22Q (128318.240000 sec): 3 clusters
  Score: Raw -679367.908860 + Penalty 4164.828590 = -675203.080270
  nChanged 11
		SP:Iteration 23Q (128318.380000 sec): 3 clusters
  Score: Raw -679372.210140 + Penalty 4164.828590 = -675207.381550
  nChanged 5
		SP:Iteration 24Q (128318.530000 sec): 3 clusters
  Score: Raw -679373.993108 + Penalty 4164.828590 = -675209.164518
  nChanged 3
		SP:Iteration 25Q (128318.720000 sec): 3 clusters
  Score: Raw -679374.890530 + Penalty 4164.828590 = -675210.061940
  nChanged 2
		SP:Iteration 26Q (128318.900000 sec): 3 clusters
  Score: Raw -679375.411252 + Penalty 4164.828590 = -675210.582662
  nChanged 1
		SP:Iteration 27Q (128319.070000 sec): 3 clusters
  Score: Raw -679375.694297 + Penalty 4164.828590 = -675210.865707
  nChanged 0
		SP:Iteration 28F (128319.240000 sec): 3 clusters
  Score: Raw -679375.694297 + Penalty 4164.828590 = -675210.865707
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 71 (302859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128320.800000 sec): 2 clusters
  Score: Raw -47229577.764178 + Penalty 3130.013612 = -47226447.750566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128323.080000 sec): 3 clusters
  Score: Raw -47029274.268775 + Penalty 6260.027224 = -47023014.241551
  nChanged 146530
		SP:Iteration 1F (128325.420000 sec): 3 clusters
  Score: Raw -47117581.745733 + Penalty 6260.027224 = -47111321.718508
  nChanged 9653
		SP:Iteration 2Q (128327.920000 sec): 3 clusters
  Score: Raw -47120089.409590 + Penalty 6260.027224 = -47113829.382366
  nChanged 10773
		SP:Iteration 3Q (128330.580000 sec): 3 clusters
  Score: Raw -47123337.377503 + Penalty 6260.027224 = -47117077.350279
  nChanged 12075
		SP:Iteration 4Q (128333.330000 sec): 3 clusters
  Score: Raw -47127664.419526 + Penalty 6260.027224 = -47121404.392301
  nChanged 13671
		SP:Iteration 5Q (128336.160000 sec): 3 clusters
  Score: Raw -47133175.799950 + Penalty 6260.027224 = -47126915.772725
  nChanged 14792
		SP:Iteration 6Q (128339.050000 sec): 3 clusters
  Score: Raw -47139669.801150 + Penalty 6260.027224 = -47133409.773925
  nChanged 15542
		SP:Iteration 7F (128341.770000 sec): 3 clusters
  Score: Raw -47146872.975651 + Penalty 6260.027224 = -47140612.948427
  nChanged 15473
		SP:Iteration 8F (128344.200000 sec): 3 clusters
  Score: Raw -47154615.878676 + Penalty 6260.027224 = -47148355.851452
  nChanged 15266
		SP:Iteration 9F (128346.460000 sec): 3 clusters
  Score: Raw -47163000.544141 + Penalty 6260.027224 = -47156740.516916
  nChanged 14646
		SP:Iteration 10Q (128348.950000 sec): 3 clusters
  Score: Raw -47171587.572502 + Penalty 6260.027224 = -47165327.545278
  nChanged 13610
		SP:Iteration 11Q (128351.550000 sec): 3 clusters
  Score: Raw -47178966.335463 + Penalty 6260.027224 = -47172706.308239
  nChanged 11171
		SP:Iteration 12Q (128354.270000 sec): 3 clusters
  Score: Raw -47183675.690106 + Penalty 6260.027224 = -47177415.662882
  nChanged 8179
		SP:Iteration 13Q (128357.100000 sec): 3 clusters
  Score: Raw -47186218.868475 + Penalty 6260.027224 = -47179958.841251
  nChanged 5723
		SP:Iteration 14Q (128360.000000 sec): 3 clusters
  Score: Raw -47187810.817913 + Penalty 6260.027224 = -47181550.790688
  nChanged 4868
		SP:Iteration 15Q (128362.580000 sec): 3 clusters
  Score: Raw -47189224.755050 + Penalty 6260.027224 = -47182964.727825
  nChanged 4703
		SP:Iteration 16Q (128365.050000 sec): 3 clusters
  Score: Raw -47190688.808441 + Penalty 6260.027224 = -47184428.781217
  nChanged 4730
		SP:Iteration 17Q (128367.520000 sec): 3 clusters
  Score: Raw -47192243.340329 + Penalty 6260.027224 = -47185983.313104
  nChanged 4872
		SP:Iteration 18Q (128369.870000 sec): 3 clusters
  Score: Raw -47193893.680819 + Penalty 6260.027224 = -47187633.653595
  nChanged 5026
		SP:Iteration 19Q (128372.250000 sec): 3 clusters
  Score: Raw -47195627.478871 + Penalty 6260.027224 = -47189367.451647
  nChanged 4891
		SP:Iteration 20F (128374.580000 sec): 3 clusters
  Score: Raw -47197283.792682 + Penalty 6260.027224 = -47191023.765458
  nChanged 4684
		SP:Iteration 21Q (128376.990000 sec): 3 clusters
  Score: Raw -47198734.247439 + Penalty 6260.027224 = -47192474.220215
  nChanged 4295
		SP:Iteration 22Q (128379.640000 sec): 3 clusters
  Score: Raw -47199940.606518 + Penalty 6260.027224 = -47193680.579293
  nChanged 3952
		SP:Iteration 23Q (128382.150000 sec): 3 clusters
  Score: Raw -47200939.327039 + Penalty 6260.027224 = -47194679.299814
  nChanged 3465
		SP:Iteration 24Q (128384.830000 sec): 3 clusters
  Score: Raw -47201728.151892 + Penalty 6260.027224 = -47195468.124668
  nChanged 3114
		SP:Iteration 25Q (128387.360000 sec): 3 clusters
  Score: Raw -47202346.878094 + Penalty 6260.027224 = -47196086.850870
  nChanged 2698
		SP:Iteration 26Q (128389.970000 sec): 3 clusters
  Score: Raw -47202809.751427 + Penalty 6260.027224 = -47196549.724203
  nChanged 2358
		SP:Iteration 27Q (128392.390000 sec): 3 clusters
  Score: Raw -47203186.334588 + Penalty 6260.027224 = -47196926.307363
  nChanged 2084
		SP:Iteration 28Q (128394.880000 sec): 3 clusters
  Score: Raw -47203486.994553 + Penalty 6260.027224 = -47197226.967329
  nChanged 1873
		SP:Iteration 29Q (128397.400000 sec): 3 clusters
  Score: Raw -47203734.230643 + Penalty 6260.027224 = -47197474.203418
  nChanged 1670
		SP:Iteration 30Q (128399.900000 sec): 3 clusters
  Score: Raw -47203932.053988 + Penalty 6260.027224 = -47197672.026763
  nChanged 1547
		SP:Iteration 31Q (128402.360000 sec): 3 clusters
  Score: Raw -47204102.677926 + Penalty 6260.027224 = -47197842.650702
  nChanged 1492
		SP:Iteration 32Q (128404.880000 sec): 3 clusters
  Score: Raw -47204266.428064 + Penalty 6260.027224 = -47198006.400839
  nChanged 1523
		SP:Iteration 33Q (128407.380000 sec): 3 clusters
  Score: Raw -47204425.057609 + Penalty 6260.027224 = -47198165.030384
  nChanged 1471
		SP:Iteration 34Q (128409.940000 sec): 3 clusters
  Score: Raw -47204579.267832 + Penalty 6260.027224 = -47198319.240607
  nChanged 1412
		SP:Iteration 35Q (128412.450000 sec): 3 clusters
  Score: Raw -47204722.337973 + Penalty 6260.027224 = -47198462.310749
  nChanged 1390
		SP:Iteration 36Q (128415.040000 sec): 3 clusters
  Score: Raw -47204851.586449 + Penalty 6260.027224 = -47198591.559225
  nChanged 1317
		SP:Iteration 37Q (128417.500000 sec): 3 clusters
  Score: Raw -47204963.964001 + Penalty 6260.027224 = -47198703.936777
  nChanged 1235
		SP:Iteration 38Q (128419.950000 sec): 3 clusters
  Score: Raw -47205069.982516 + Penalty 6260.027224 = -47198809.955292
  nChanged 1212
		SP:Iteration 39Q (128422.600000 sec): 3 clusters
  Score: Raw -47205169.266297 + Penalty 6260.027224 = -47198909.239073
  nChanged 1141
		SP:Iteration 40F (128424.930000 sec): 3 clusters
  Score: Raw -47205260.670942 + Penalty 6260.027224 = -47199000.643717
  nChanged 1161
		SP:Iteration 41Q (128427.300000 sec): 3 clusters
  Score: Raw -47205352.731599 + Penalty 6260.027224 = -47199092.704374
  nChanged 1098
		SP:Iteration 42Q (128429.660000 sec): 3 clusters
  Score: Raw -47205438.310307 + Penalty 6260.027224 = -47199178.283083
  nChanged 1099
		SP:Iteration 43Q (128432.230000 sec): 3 clusters
  Score: Raw -47205522.602696 + Penalty 6260.027224 = -47199262.575471
  nChanged 1035
		SP:Iteration 44Q (128434.650000 sec): 3 clusters
  Score: Raw -47205602.500995 + Penalty 6260.027224 = -47199342.473770
  nChanged 1057
		SP:Iteration 45Q (128437.020000 sec): 3 clusters
  Score: Raw -47205684.028235 + Penalty 6260.027224 = -47199424.001010
  nChanged 1047
		SP:Iteration 46Q (128439.300000 sec): 3 clusters
  Score: Raw -47205760.395481 + Penalty 6260.027224 = -47199500.368257
  nChanged 993
		SP:Iteration 47Q (128441.870000 sec): 3 clusters
  Score: Raw -47205832.694237 + Penalty 6260.027224 = -47199572.667013
  nChanged 994
		SP:Iteration 48Q (128444.270000 sec): 3 clusters
  Score: Raw -47205902.909936 + Penalty 6260.027224 = -47199642.882711
  nChanged 930
		SP:Iteration 49Q (128446.850000 sec): 3 clusters
  Score: Raw -47205965.445498 + Penalty 6260.027224 = -47199705.418274
  nChanged 924
		SP:Iteration 50Q (128449.180000 sec): 3 clusters
  Score: Raw -47206026.427479 + Penalty 6260.027224 = -47199766.400255
  nChanged 943
		SP:Iteration 51Q (128451.710000 sec): 3 clusters
  Score: Raw -47206087.910337 + Penalty 6260.027224 = -47199827.883113
  nChanged 899
		SP:Iteration 52Q (128454.130000 sec): 3 clusters
  Score: Raw -47206147.253368 + Penalty 6260.027224 = -47199887.226144
  nChanged 891
		SP:Iteration 53Q (128456.540000 sec): 3 clusters
  Score: Raw -47206205.780564 + Penalty 6260.027224 = -47199945.753339
  nChanged 881
		SP:Iteration 54Q (128458.960000 sec): 3 clusters
  Score: Raw -47206263.364244 + Penalty 6260.027224 = -47200003.337020
  nChanged 866
		SP:Iteration 55Q (128461.500000 sec): 3 clusters
  Score: Raw -47206320.412575 + Penalty 6260.027224 = -47200060.385350
  nChanged 857
		SP:Iteration 56Q (128463.880000 sec): 3 clusters
  Score: Raw -47206376.211052 + Penalty 6260.027224 = -47200116.183828
  nChanged 848
		SP:Iteration 57Q (128466.250000 sec): 3 clusters
  Score: Raw -47206430.420932 + Penalty 6260.027224 = -47200170.393708
  nChanged 857
		SP:Iteration 58Q (128468.530000 sec): 3 clusters
  Score: Raw -47206487.024900 + Penalty 6260.027224 = -47200226.997676
  nChanged 847
		SP:Iteration 59Q (128471.020000 sec): 3 clusters
  Score: Raw -47206543.068038 + Penalty 6260.027224 = -47200283.040814
  nChanged 851
		SP:Iteration 60F (128473.390000 sec): 3 clusters
  Score: Raw -47206597.326570 + Penalty 6260.027224 = -47200337.299346
  nChanged 832
		SP:Iteration 61Q (128475.880000 sec): 3 clusters
  Score: Raw -47206648.648964 + Penalty 6260.027224 = -47200388.621740
  nChanged 805
		SP:Iteration 62Q (128478.260000 sec): 3 clusters
  Score: Raw -47206697.651142 + Penalty 6260.027224 = -47200437.623918
  nChanged 810
		SP:Iteration 63Q (128480.560000 sec): 3 clusters
  Score: Raw -47206747.246306 + Penalty 6260.027224 = -47200487.219081
  nChanged 811
		SP:Iteration 64Q (128482.960000 sec): 3 clusters
  Score: Raw -47206796.243997 + Penalty 6260.027224 = -47200536.216773
  nChanged 815
		SP:Iteration 65Q (128485.530000 sec): 3 clusters
  Score: Raw -47206845.484889 + Penalty 6260.027224 = -47200585.457665
  nChanged 791
		SP:Iteration 66Q (128488.000000 sec): 3 clusters
  Score: Raw -47206892.947183 + Penalty 6260.027224 = -47200632.919959
  nChanged 738
		SP:Iteration 67Q (128490.400000 sec): 3 clusters
  Score: Raw -47206935.340733 + Penalty 6260.027224 = -47200675.313509
  nChanged 726
		SP:Iteration 68Q (128492.890000 sec): 3 clusters
  Score: Raw -47206978.423440 + Penalty 6260.027224 = -47200718.396215
  nChanged 745
		SP:Iteration 69Q (128495.380000 sec): 3 clusters
  Score: Raw -47207023.282902 + Penalty 6260.027224 = -47200763.255678
  nChanged 745
		SP:Iteration 70Q (128497.870000 sec): 3 clusters
  Score: Raw -47207068.788150 + Penalty 6260.027224 = -47200808.760925
  nChanged 702
		SP:Iteration 71Q (128500.470000 sec): 3 clusters
  Score: Raw -47207111.119453 + Penalty 6260.027224 = -47200851.092229
  nChanged 725
		SP:Iteration 72Q (128502.960000 sec): 3 clusters
  Score: Raw -47207157.562789 + Penalty 6260.027224 = -47200897.535565
  nChanged 769
		SP:Iteration 73Q (128505.360000 sec): 3 clusters
  Score: Raw -47207207.462314 + Penalty 6260.027224 = -47200947.435090
  nChanged 793
		SP:Iteration 74Q (128507.530000 sec): 3 clusters
  Score: Raw -47207261.178003 + Penalty 6260.027224 = -47201001.150779
  nChanged 797
		SP:Iteration 75Q (128509.820000 sec): 3 clusters
  Score: Raw -47207315.921321 + Penalty 6260.027224 = -47201055.894097
  nChanged 801
		SP:Iteration 76Q (128512.210000 sec): 3 clusters
  Score: Raw -47207372.389778 + Penalty 6260.027224 = -47201112.362553
  nChanged 811
		SP:Iteration 77Q (128514.470000 sec): 3 clusters
  Score: Raw -47207428.370397 + Penalty 6260.027224 = -47201168.343173
  nChanged 823
		SP:Iteration 78Q (128516.830000 sec): 3 clusters
  Score: Raw -47207485.385540 + Penalty 6260.027224 = -47201225.358316
  nChanged 864
		SP:Iteration 79Q (128519.310000 sec): 3 clusters
  Score: Raw -47207543.864000 + Penalty 6260.027224 = -47201283.836776
  nChanged 819
		SP:Iteration 80F (128521.680000 sec): 3 clusters
  Score: Raw -47207597.866559 + Penalty 6260.027224 = -47201337.839335
  nChanged 840
		SP:Iteration 81Q (128523.960000 sec): 3 clusters
  Score: Raw -47207652.361976 + Penalty 6260.027224 = -47201392.334752
  nChanged 779
		SP:Iteration 82Q (128526.460000 sec): 3 clusters
  Score: Raw -47207701.116439 + Penalty 6260.027224 = -47201441.089215
  nChanged 817
		SP:Iteration 83Q (128528.910000 sec): 3 clusters
  Score: Raw -47207753.931450 + Penalty 6260.027224 = -47201493.904226
  nChanged 809
		SP:Iteration 84Q (128531.280000 sec): 3 clusters
  Score: Raw -47207806.717719 + Penalty 6260.027224 = -47201546.690495
  nChanged 806
		SP:Iteration 85Q (128533.670000 sec): 3 clusters
  Score: Raw -47207860.941681 + Penalty 6260.027224 = -47201600.914456
  nChanged 839
		SP:Iteration 86Q (128536.190000 sec): 3 clusters
  Score: Raw -47207921.398606 + Penalty 6260.027224 = -47201661.371382
  nChanged 854
		SP:Iteration 87Q (128538.620000 sec): 3 clusters
  Score: Raw -47207983.747647 + Penalty 6260.027224 = -47201723.720423
  nChanged 905
		SP:Iteration 88Q (128540.910000 sec): 3 clusters
  Score: Raw -47208055.803416 + Penalty 6260.027224 = -47201795.776191
  nChanged 960
		SP:Iteration 89Q (128543.200000 sec): 3 clusters
  Score: Raw -47208139.333814 + Penalty 6260.027224 = -47201879.306590
  nChanged 975
		SP:Iteration 90Q (128545.560000 sec): 3 clusters
  Score: Raw -47208228.591507 + Penalty 6260.027224 = -47201968.564282
  nChanged 999
		SP:Iteration 91Q (128547.860000 sec): 3 clusters
  Score: Raw -47208325.679434 + Penalty 6260.027224 = -47202065.652209
  nChanged 1058
		SP:Iteration 92Q (128550.080000 sec): 3 clusters
  Score: Raw -47208428.801498 + Penalty 6260.027224 = -47202168.774273
  nChanged 1085
		SP:Iteration 93Q (128552.430000 sec): 3 clusters
  Score: Raw -47208533.697870 + Penalty 6260.027224 = -47202273.670646
  nChanged 1093
		SP:Iteration 94Q (128554.640000 sec): 3 clusters
  Score: Raw -47208645.124862 + Penalty 6260.027224 = -47202385.097638
  nChanged 1145
		SP:Iteration 95Q (128556.870000 sec): 3 clusters
  Score: Raw -47208764.699729 + Penalty 6260.027224 = -47202504.672505
  nChanged 1161
		SP:Iteration 96Q (128559.230000 sec): 3 clusters
  Score: Raw -47208887.899071 + Penalty 6260.027224 = -47202627.871847
  nChanged 1211
		SP:Iteration 97Q (128561.740000 sec): 3 clusters
  Score: Raw -47209023.919267 + Penalty 6260.027224 = -47202763.892043
  nChanged 1272
		SP:Iteration 98Q (128564.190000 sec): 3 clusters
  Score: Raw -47209175.598069 + Penalty 6260.027224 = -47202915.570845
  nChanged 1354
		SP:Iteration 99Q (128566.660000 sec): 3 clusters
  Score: Raw -47209341.725552 + Penalty 6260.027224 = -47203081.698328
  nChanged 1404
		SP:Iteration 100F (128569.010000 sec): 3 clusters
  Score: Raw -47209523.219264 + Penalty 6260.027224 = -47203263.192040
  nChanged 1537
		SP:Iteration 101Q (128571.330000 sec): 3 clusters
  Score: Raw -47209736.386343 + Penalty 6260.027224 = -47203476.359118
  nChanged 1580
		SP:Iteration 102Q (128573.540000 sec): 3 clusters
  Score: Raw -47209955.766715 + Penalty 6260.027224 = -47203695.739491
  nChanged 1610
		SP:Iteration 103Q (128575.940000 sec): 3 clusters
  Score: Raw -47210191.628173 + Penalty 6260.027224 = -47203931.600948
  nChanged 1730
		SP:Iteration 104Q (128578.220000 sec): 3 clusters
  Score: Raw -47210462.512899 + Penalty 6260.027224 = -47204202.485674
  nChanged 1850
		SP:Iteration 105Q (128580.720000 sec): 3 clusters
  Score: Raw -47210770.542492 + Penalty 6260.027224 = -47204510.515268
  nChanged 1854
		SP:Iteration 106Q (128583.330000 sec): 3 clusters
  Score: Raw -47211096.617904 + Penalty 6260.027224 = -47204836.590680
  nChanged 2003
		SP:Iteration 107Q (128585.670000 sec): 3 clusters
  Score: Raw -47211470.284787 + Penalty 6260.027224 = -47205210.257563
  nChanged 2061
		SP:Iteration 108Q (128587.780000 sec): 3 clusters
  Score: Raw -47211861.157276 + Penalty 6260.027224 = -47205601.130051
  nChanged 2165
		SP:Iteration 109Q (128590.100000 sec): 3 clusters
  Score: Raw -47212302.414732 + Penalty 6260.027224 = -47206042.387507
  nChanged 2288
		SP:Iteration 110Q (128592.560000 sec): 3 clusters
  Score: Raw -47212796.203791 + Penalty 6260.027224 = -47206536.176567
  nChanged 2450
		SP:Iteration 111Q (128595.070000 sec): 3 clusters
  Score: Raw -47213348.800847 + Penalty 6260.027224 = -47207088.773622
  nChanged 2562
		SP:Iteration 112Q (128597.660000 sec): 3 clusters
  Score: Raw -47213970.309874 + Penalty 6260.027224 = -47207710.282649
  nChanged 2706
		SP:Iteration 113Q (128600.170000 sec): 3 clusters
  Score: Raw -47214672.881331 + Penalty 6260.027224 = -47208412.854107
  nChanged 2797
		SP:Iteration 114Q (128602.430000 sec): 3 clusters
  Score: Raw -47215441.594831 + Penalty 6260.027224 = -47209181.567607
  nChanged 2908
		SP:Iteration 115Q (128604.600000 sec): 3 clusters
  Score: Raw -47216273.822295 + Penalty 6260.027224 = -47210013.795071
  nChanged 2947
		SP:Iteration 116Q (128606.710000 sec): 3 clusters
  Score: Raw -47217149.019874 + Penalty 6260.027224 = -47210888.992650
  nChanged 2957
		SP:Iteration 117Q (128609.220000 sec): 3 clusters
  Score: Raw -47218071.663147 + Penalty 6260.027224 = -47211811.635923
  nChanged 3077
		SP:Iteration 118Q (128611.640000 sec): 3 clusters
  Score: Raw -47219092.291663 + Penalty 6260.027224 = -47212832.264439
  nChanged 3056
		SP:Iteration 119Q (128614.010000 sec): 3 clusters
  Score: Raw -47220164.380379 + Penalty 6260.027224 = -47213904.353154
  nChanged 3031
		SP:Iteration 120F (128616.450000 sec): 3 clusters
  Score: Raw -47221292.316260 + Penalty 6260.027224 = -47215032.289036
  nChanged 3022
		SP:Iteration 121Q (128618.630000 sec): 3 clusters
  Score: Raw -47222456.144418 + Penalty 6260.027224 = -47216196.117194
  nChanged 2871
		SP:Iteration 122Q (128620.790000 sec): 3 clusters
  Score: Raw -47223597.790302 + Penalty 6260.027224 = -47217337.763078
  nChanged 2691
		SP:Iteration 123Q (128623.330000 sec): 3 clusters
  Score: Raw -47224670.682618 + Penalty 6260.027224 = -47218410.655393
  nChanged 2351
		SP:Iteration 124Q (128625.770000 sec): 3 clusters
  Score: Raw -47225582.722547 + Penalty 6260.027224 = -47219322.695323
  nChanged 2014
		SP:Iteration 125Q (128627.910000 sec): 3 clusters
  Score: Raw -47226343.126350 + Penalty 6260.027224 = -47220083.099125
  nChanged 1794
		SP:Iteration 126Q (128630.110000 sec): 3 clusters
  Score: Raw -47227011.350346 + Penalty 6260.027224 = -47220751.323121
  nChanged 1564
		SP:Iteration 127Q (128632.390000 sec): 3 clusters
  Score: Raw -47227590.014312 + Penalty 6260.027224 = -47221329.987088
  nChanged 1330
		SP:Iteration 128Q (128634.640000 sec): 3 clusters
  Score: Raw -47228083.301863 + Penalty 6260.027224 = -47221823.274639
  nChanged 1140
		SP:Iteration 129Q (128636.700000 sec): 3 clusters
  Score: Raw -47228506.958723 + Penalty 6260.027224 = -47222246.931499
  nChanged 959
		SP:Iteration 130Q (128638.840000 sec): 3 clusters
  Score: Raw -47228860.820536 + Penalty 6260.027224 = -47222600.793311
  nChanged 791
		SP:Iteration 131Q (128641.010000 sec): 3 clusters
  Score: Raw -47229140.825275 + Penalty 6260.027224 = -47222880.798050
  nChanged 611
		SP:Iteration 132Q (128643.190000 sec): 3 clusters
  Score: Raw -47229354.060958 + Penalty 6260.027224 = -47223094.033733
  nChanged 537
		SP:Iteration 133Q (128645.440000 sec): 3 clusters
  Score: Raw -47229544.631978 + Penalty 6260.027224 = -47223284.604754
  nChanged 444
		SP:Iteration 134Q (128647.510000 sec): 3 clusters
  Score: Raw -47229689.451916 + Penalty 6260.027224 = -47223429.424691
  nChanged 355
		SP:Iteration 135Q (128649.570000 sec): 3 clusters
  Score: Raw -47229800.966553 + Penalty 6260.027224 = -47223540.939328
  nChanged 288
		SP:Iteration 136Q (128651.600000 sec): 3 clusters
  Score: Raw -47229892.026662 + Penalty 6260.027224 = -47223631.999438
  nChanged 268
		SP:Iteration 137Q (128653.760000 sec): 3 clusters
  Score: Raw -47229975.212049 + Penalty 6260.027224 = -47223715.184825
  nChanged 200
		SP:Iteration 138Q (128655.790000 sec): 3 clusters
  Score: Raw -47230028.996455 + Penalty 6260.027224 = -47223768.969230
  nChanged 161
		SP:Iteration 139Q (128657.800000 sec): 3 clusters
  Score: Raw -47230070.292769 + Penalty 6260.027224 = -47223810.265544
  nChanged 117
		SP:Iteration 140F (128660.150000 sec): 3 clusters
  Score: Raw -47230096.504319 + Penalty 6260.027224 = -47223836.477095
  nChanged 87
		SP:Iteration 141Q (128662.410000 sec): 3 clusters
  Score: Raw -47230116.674453 + Penalty 6260.027224 = -47223856.647228
  nChanged 87
		SP:Iteration 142Q (128664.680000 sec): 3 clusters
  Score: Raw -47230133.764912 + Penalty 6260.027224 = -47223873.737687
  nChanged 67
		SP:Iteration 143Q (128666.600000 sec): 3 clusters
  Score: Raw -47230147.166823 + Penalty 6260.027224 = -47223887.139599
  nChanged 54
		SP:Iteration 144Q (128668.610000 sec): 3 clusters
  Score: Raw -47230158.050739 + Penalty 6260.027224 = -47223898.023514
  nChanged 50
		SP:Iteration 145Q (128671.130000 sec): 3 clusters
  Score: Raw -47230168.534052 + Penalty 6260.027224 = -47223908.506827
  nChanged 52
		SP:Iteration 146Q (128673.610000 sec): 3 clusters
  Score: Raw -47230179.111745 + Penalty 6260.027224 = -47223919.084521
  nChanged 40
		SP:Iteration 147Q (128676.070000 sec): 3 clusters
  Score: Raw -47230187.907738 + Penalty 6260.027224 = -47223927.880514
  nChanged 52
		SP:Iteration 148Q (128678.530000 sec): 3 clusters
  Score: Raw -47230199.464459 + Penalty 6260.027224 = -47223939.437235
  nChanged 48
		SP:Iteration 149Q (128680.520000 sec): 3 clusters
  Score: Raw -47230210.939478 + Penalty 6260.027224 = -47223950.912254
  nChanged 44
		SP:Iteration 150Q (128682.480000 sec): 3 clusters
  Score: Raw -47230220.250047 + Penalty 6260.027224 = -47223960.222823
  nChanged 38
		SP:Iteration 151Q (128684.450000 sec): 3 clusters
  Score: Raw -47230228.313403 + Penalty 6260.027224 = -47223968.286179
  nChanged 44
		SP:Iteration 152Q (128686.300000 sec): 3 clusters
  Score: Raw -47230238.986966 + Penalty 6260.027224 = -47223978.959741
  nChanged 40
		SP:Iteration 153Q (128688.050000 sec): 3 clusters
  Score: Raw -47230248.101614 + Penalty 6260.027224 = -47223988.074390
  nChanged 40
		SP:Iteration 154Q (128689.930000 sec): 3 clusters
  Score: Raw -47230256.291967 + Penalty 6260.027224 = -47223996.264742
  nChanged 33
		SP:Iteration 155Q (128691.920000 sec): 3 clusters
  Score: Raw -47230262.788201 + Penalty 6260.027224 = -47224002.760977
  nChanged 28
		SP:Iteration 156Q (128693.750000 sec): 3 clusters
  Score: Raw -47230267.941713 + Penalty 6260.027224 = -47224007.914489
  nChanged 19
		SP:Iteration 157Q (128695.650000 sec): 3 clusters
  Score: Raw -47230271.812568 + Penalty 6260.027224 = -47224011.785343
  nChanged 14
		SP:Iteration 158Q (128697.560000 sec): 3 clusters
  Score: Raw -47230274.999458 + Penalty 6260.027224 = -47224014.972233
  nChanged 15
		SP:Iteration 159Q (128699.550000 sec): 3 clusters
  Score: Raw -47230278.218765 + Penalty 6260.027224 = -47224018.191541
  nChanged 15
		SP:Iteration 160F (128701.510000 sec): 3 clusters
  Score: Raw -47230281.358110 + Penalty 6260.027224 = -47224021.330886
  nChanged 13
		SP:Iteration 161Q (128703.310000 sec): 3 clusters
  Score: Raw -47230283.865517 + Penalty 6260.027224 = -47224023.838292
  nChanged 18
		SP:Iteration 162Q (128705.170000 sec): 3 clusters
  Score: Raw -47230288.324597 + Penalty 6260.027224 = -47224028.297373
  nChanged 24
		SP:Iteration 163Q (128706.930000 sec): 3 clusters
  Score: Raw -47230293.844640 + Penalty 6260.027224 = -47224033.817416
  nChanged 16
		SP:Iteration 164Q (128708.800000 sec): 3 clusters
  Score: Raw -47230296.642036 + Penalty 6260.027224 = -47224036.614812
  nChanged 14
		SP:Iteration 165Q (128710.610000 sec): 3 clusters
  Score: Raw -47230299.854311 + Penalty 6260.027224 = -47224039.827087
  nChanged 10
		SP:Iteration 166Q (128712.560000 sec): 3 clusters
  Score: Raw -47230301.385288 + Penalty 6260.027224 = -47224041.358064
  nChanged 10
		SP:Iteration 167Q (128714.390000 sec): 3 clusters
  Score: Raw -47230303.283109 + Penalty 6260.027224 = -47224043.255885
  nChanged 10
		SP:Iteration 168Q (128716.510000 sec): 3 clusters
  Score: Raw -47230305.091367 + Penalty 6260.027224 = -47224045.064143
  nChanged 8
		SP:Iteration 169Q (128718.700000 sec): 3 clusters
  Score: Raw -47230306.667171 + Penalty 6260.027224 = -47224046.639947
  nChanged 6
		SP:Iteration 170Q (128720.690000 sec): 3 clusters
  Score: Raw -47230307.955623 + Penalty 6260.027224 = -47224047.928399
  nChanged 7
		SP:Iteration 171Q (128722.640000 sec): 3 clusters
  Score: Raw -47230309.286119 + Penalty 6260.027224 = -47224049.258895
  nChanged 8
		SP:Iteration 172Q (128724.560000 sec): 3 clusters
  Score: Raw -47230310.519667 + Penalty 6260.027224 = -47224050.492443
  nChanged 7
		SP:Iteration 173Q (128726.460000 sec): 3 clusters
  Score: Raw -47230311.962117 + Penalty 6260.027224 = -47224051.934893
  nChanged 9
		SP:Iteration 174Q (128728.390000 sec): 3 clusters
  Score: Raw -47230314.012795 + Penalty 6260.027224 = -47224053.985571
  nChanged 9
		SP:Iteration 175Q (128730.350000 sec): 3 clusters
  Score: Raw -47230315.784779 + Penalty 6260.027224 = -47224055.757555
  nChanged 8
		SP:Iteration 176Q (128732.440000 sec): 3 clusters
  Score: Raw -47230316.823460 + Penalty 6260.027224 = -47224056.796236
  nChanged 3
		SP:Iteration 177Q (128734.760000 sec): 3 clusters
  Score: Raw -47230317.407233 + Penalty 6260.027224 = -47224057.380009
  nChanged 2
		SP:Iteration 178Q (128737.160000 sec): 3 clusters
  Score: Raw -47230317.682886 + Penalty 6260.027224 = -47224057.655662
  nChanged 1
		SP:Iteration 179Q (128739.570000 sec): 3 clusters
  Score: Raw -47230317.743436 + Penalty 6260.027224 = -47224057.716211
  nChanged 0
		SP:Iteration 180F (128742.180000 sec): 3 clusters
  Score: Raw -47230317.743436 + Penalty 6260.027224 = -47224057.716211
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 72 (2233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128742.320000 sec): 2 clusters
  Score: Raw -349055.738676 + Penalty 1912.353110 = -347143.385566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128742.500000 sec): 3 clusters
  Score: Raw -348217.468916 + Penalty 3824.706221 = -344392.762695
  nChanged 718
		SP:Iteration 1F (128742.660000 sec): 3 clusters
  Score: Raw -348746.622459 + Penalty 3824.706221 = -344921.916238
  nChanged 168
		SP:Iteration 2F (128742.840000 sec): 3 clusters
  Score: Raw -348880.021203 + Penalty 3824.706221 = -345055.314982
  nChanged 83
		SP:Iteration 3Q (128743.020000 sec): 3 clusters
  Score: Raw -348945.380186 + Penalty 3824.706221 = -345120.673965
  nChanged 59
		SP:Iteration 4Q (128743.190000 sec): 3 clusters
  Score: Raw -348997.251952 + Penalty 3824.706221 = -345172.545732
  nChanged 48
		SP:Iteration 5Q (128743.370000 sec): 3 clusters
  Score: Raw -349028.643179 + Penalty 3824.706221 = -345203.936959
  nChanged 40
		SP:Iteration 6Q (128743.540000 sec): 3 clusters
  Score: Raw -349053.377173 + Penalty 3824.706221 = -345228.670952
  nChanged 22
		SP:Iteration 7Q (128743.720000 sec): 3 clusters
  Score: Raw -349068.666564 + Penalty 3824.706221 = -345243.960343
  nChanged 17
		SP:Iteration 8Q (128743.900000 sec): 3 clusters
  Score: Raw -349080.488045 + Penalty 3824.706221 = -345255.781824
  nChanged 16
		SP:Iteration 9Q (128744.070000 sec): 3 clusters
  Score: Raw -349091.769439 + Penalty 3824.706221 = -345267.063218
  nChanged 18
		SP:Iteration 10Q (128744.250000 sec): 3 clusters
  Score: Raw -349103.601470 + Penalty 3824.706221 = -345278.895249
  nChanged 15
		SP:Iteration 11Q (128744.420000 sec): 3 clusters
  Score: Raw -349111.375561 + Penalty 3824.706221 = -345286.669340
  nChanged 12
		SP:Iteration 12Q (128744.600000 sec): 3 clusters
  Score: Raw -349117.448833 + Penalty 3824.706221 = -345292.742612
  nChanged 4
		SP:Iteration 13Q (128744.780000 sec): 3 clusters
  Score: Raw -349119.683462 + Penalty 3824.706221 = -345294.977241
  nChanged 5
		SP:Iteration 14Q (128744.950000 sec): 3 clusters
  Score: Raw -349122.811343 + Penalty 3824.706221 = -345298.105122
  nChanged 6
		SP:Iteration 15Q (128745.130000 sec): 3 clusters
  Score: Raw -349126.151396 + Penalty 3824.706221 = -345301.445175
  nChanged 9
		SP:Iteration 16Q (128745.300000 sec): 3 clusters
  Score: Raw -349130.562227 + Penalty 3824.706221 = -345305.856007
  nChanged 6
		SP:Iteration 17Q (128745.480000 sec): 3 clusters
  Score: Raw -349135.588252 + Penalty 3824.706221 = -345310.882031
  nChanged 7
		SP:Iteration 18Q (128745.660000 sec): 3 clusters
  Score: Raw -349138.690869 + Penalty 3824.706221 = -345313.984648
  nChanged 5
		SP:Iteration 19Q (128745.830000 sec): 3 clusters
  Score: Raw -349140.432538 + Penalty 3824.706221 = -345315.726317
  nChanged 4
		SP:Iteration 20F (128746.010000 sec): 3 clusters
  Score: Raw -349142.012451 + Penalty 3824.706221 = -345317.306230
  nChanged 2
		SP:Iteration 21Q (128746.180000 sec): 3 clusters
  Score: Raw -349142.832120 + Penalty 3824.706221 = -345318.125899
  nChanged 5
		SP:Iteration 22Q (128746.360000 sec): 3 clusters
  Score: Raw -349145.233040 + Penalty 3824.706221 = -345320.526819
  nChanged 4
		SP:Iteration 23Q (128746.540000 sec): 3 clusters
  Score: Raw -349147.343305 + Penalty 3824.706221 = -345322.637084
  nChanged 3
		SP:Iteration 24Q (128746.710000 sec): 3 clusters
  Score: Raw -349149.359874 + Penalty 3824.706221 = -345324.653654
  nChanged 9
		SP:Iteration 25Q (128746.890000 sec): 3 clusters
  Score: Raw -349155.744328 + Penalty 3824.706221 = -345331.038107
  nChanged 7
		SP:Iteration 26Q (128747.060000 sec): 3 clusters
  Score: Raw -349160.859930 + Penalty 3824.706221 = -345336.153710
  nChanged 5
		SP:Iteration 27Q (128747.240000 sec): 3 clusters
  Score: Raw -349165.155171 + Penalty 3824.706221 = -345340.448950
  nChanged 4
		SP:Iteration 28Q (128747.420000 sec): 3 clusters
  Score: Raw -349166.617286 + Penalty 3824.706221 = -345341.911065
  nChanged 4
		SP:Iteration 29Q (128747.590000 sec): 3 clusters
  Score: Raw -349169.211289 + Penalty 3824.706221 = -345344.505068
  nChanged 3
		SP:Iteration 30Q (128747.760000 sec): 3 clusters
  Score: Raw -349173.156481 + Penalty 3824.706221 = -345348.450260
  nChanged 4
		SP:Iteration 31Q (128747.940000 sec): 3 clusters
  Score: Raw -349176.438312 + Penalty 3824.706221 = -345351.732091
  nChanged 4
		SP:Iteration 32Q (128748.100000 sec): 3 clusters
  Score: Raw -349177.709830 + Penalty 3824.706221 = -345353.003609
  nChanged 1
		SP:Iteration 33Q (128748.260000 sec): 3 clusters
  Score: Raw -349178.396515 + Penalty 3824.706221 = -345353.690294
  nChanged 4
		SP:Iteration 34Q (128748.420000 sec): 3 clusters
  Score: Raw -349181.260318 + Penalty 3824.706221 = -345356.554097
  nChanged 2
		SP:Iteration 35Q (128748.580000 sec): 3 clusters
  Score: Raw -349182.335650 + Penalty 3824.706221 = -345357.629429
  nChanged 5
		SP:Iteration 36Q (128748.740000 sec): 3 clusters
  Score: Raw -349184.362469 + Penalty 3824.706221 = -345359.656248
  nChanged 2
		SP:Iteration 37Q (128748.910000 sec): 3 clusters
  Score: Raw -349185.208238 + Penalty 3824.706221 = -345360.502017
  nChanged 5
		SP:Iteration 38Q (128749.110000 sec): 3 clusters
  Score: Raw -349188.952014 + Penalty 3824.706221 = -345364.245793
  nChanged 8
		SP:Iteration 39Q (128749.260000 sec): 3 clusters
  Score: Raw -349192.795763 + Penalty 3824.706221 = -345368.089542
  nChanged 6
		SP:Iteration 40F (128749.440000 sec): 3 clusters
  Score: Raw -349194.824522 + Penalty 3824.706221 = -345370.118301
  nChanged 5
		SP:Iteration 41Q (128749.610000 sec): 3 clusters
  Score: Raw -349197.615172 + Penalty 3824.706221 = -345372.908951
  nChanged 5
		SP:Iteration 42Q (128749.760000 sec): 3 clusters
  Score: Raw -349201.350188 + Penalty 3824.706221 = -345376.643967
  nChanged 10
		SP:Iteration 43Q (128749.940000 sec): 3 clusters
  Score: Raw -349208.370563 + Penalty 3824.706221 = -345383.664342
  nChanged 13
		SP:Iteration 44Q (128750.130000 sec): 3 clusters
  Score: Raw -349217.735142 + Penalty 3824.706221 = -345393.028921
  nChanged 12
		SP:Iteration 45Q (128750.280000 sec): 3 clusters
  Score: Raw -349224.230763 + Penalty 3824.706221 = -345399.524542
  nChanged 11
		SP:Iteration 46Q (128750.450000 sec): 3 clusters
  Score: Raw -349230.316063 + Penalty 3824.706221 = -345405.609843
  nChanged 10
		SP:Iteration 47Q (128750.610000 sec): 3 clusters
  Score: Raw -349237.018603 + Penalty 3824.706221 = -345412.312382
  nChanged 8
		SP:Iteration 48Q (128750.820000 sec): 3 clusters
  Score: Raw -349241.940135 + Penalty 3824.706221 = -345417.233914
  nChanged 6
		SP:Iteration 49Q (128751.000000 sec): 3 clusters
  Score: Raw -349246.255347 + Penalty 3824.706221 = -345421.549126
  nChanged 6
		SP:Iteration 50Q (128751.170000 sec): 3 clusters
  Score: Raw -349251.167345 + Penalty 3824.706221 = -345426.461124
  nChanged 5
		SP:Iteration 51Q (128751.350000 sec): 3 clusters
  Score: Raw -349254.361099 + Penalty 3824.706221 = -345429.654878
  nChanged 4
		SP:Iteration 52Q (128751.540000 sec): 3 clusters
  Score: Raw -349256.490599 + Penalty 3824.706221 = -345431.784378
  nChanged 2
		SP:Iteration 53Q (128751.720000 sec): 3 clusters
  Score: Raw -349257.909737 + Penalty 3824.706221 = -345433.203516
  nChanged 3
		SP:Iteration 54Q (128751.900000 sec): 3 clusters
  Score: Raw -349259.923739 + Penalty 3824.706221 = -345435.217518
  nChanged 2
		SP:Iteration 55Q (128752.050000 sec): 3 clusters
  Score: Raw -349262.386350 + Penalty 3824.706221 = -345437.680129
  nChanged 4
		SP:Iteration 56Q (128752.240000 sec): 3 clusters
  Score: Raw -349264.416489 + Penalty 3824.706221 = -345439.710268
  nChanged 3
		SP:Iteration 57Q (128752.430000 sec): 3 clusters
  Score: Raw -349267.850000 + Penalty 3824.706221 = -345443.143779
  nChanged 3
		SP:Iteration 58Q (128752.590000 sec): 3 clusters
  Score: Raw -349269.471715 + Penalty 3824.706221 = -345444.765494
  nChanged 2
		SP:Iteration 59Q (128752.770000 sec): 3 clusters
  Score: Raw -349270.411677 + Penalty 3824.706221 = -345445.705456
  nChanged 5
		SP:Iteration 60F (128752.930000 sec): 3 clusters
  Score: Raw -349274.797256 + Penalty 3824.706221 = -345450.091035
  nChanged 9
		SP:Iteration 61Q (128753.120000 sec): 3 clusters
  Score: Raw -349281.576363 + Penalty 3824.706221 = -345456.870142
  nChanged 11
		SP:Iteration 62Q (128753.250000 sec): 3 clusters
  Score: Raw -349287.678143 + Penalty 3824.706221 = -345462.971922
  nChanged 11
		SP:Iteration 63Q (128753.430000 sec): 3 clusters
  Score: Raw -349295.214499 + Penalty 3824.706221 = -345470.508278
  nChanged 11
		SP:Iteration 64Q (128753.610000 sec): 3 clusters
  Score: Raw -349304.049956 + Penalty 3824.706221 = -345479.343735
  nChanged 10
		SP:Iteration 65Q (128753.790000 sec): 3 clusters
  Score: Raw -349310.863591 + Penalty 3824.706221 = -345486.157370
  nChanged 8
		SP:Iteration 66Q (128753.980000 sec): 3 clusters
  Score: Raw -349315.557280 + Penalty 3824.706221 = -345490.851059
  nChanged 6
		SP:Iteration 67Q (128754.110000 sec): 3 clusters
  Score: Raw -349319.045862 + Penalty 3824.706221 = -345494.339641
  nChanged 3
		SP:Iteration 68Q (128754.290000 sec): 3 clusters
  Score: Raw -349320.818384 + Penalty 3824.706221 = -345496.112163
  nChanged 3
		SP:Iteration 69Q (128754.520000 sec): 3 clusters
  Score: Raw -349322.736290 + Penalty 3824.706221 = -345498.030069
  nChanged 4
		SP:Iteration 70Q (128754.710000 sec): 3 clusters
  Score: Raw -349325.262221 + Penalty 3824.706221 = -345500.556001
  nChanged 4
		SP:Iteration 71Q (128754.860000 sec): 3 clusters
  Score: Raw -349328.404897 + Penalty 3824.706221 = -345503.698676
  nChanged 4
		SP:Iteration 72Q (128755.010000 sec): 3 clusters
  Score: Raw -349329.761464 + Penalty 3824.706221 = -345505.055243
  nChanged 3
		SP:Iteration 73Q (128755.180000 sec): 3 clusters
  Score: Raw -349331.023715 + Penalty 3824.706221 = -345506.317494
  nChanged 1
		SP:Iteration 74Q (128755.360000 sec): 3 clusters
  Score: Raw -349331.734512 + Penalty 3824.706221 = -345507.028292
  nChanged 1
		SP:Iteration 75Q (128755.530000 sec): 3 clusters
  Score: Raw -349333.452570 + Penalty 3824.706221 = -345508.746350
  nChanged 0
		SP:Iteration 76F (128755.670000 sec): 3 clusters
  Score: Raw -349333.452570 + Penalty 3824.706221 = -345508.746350
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 73 (7335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128755.780000 sec): 2 clusters
  Score: Raw -1155442.056603 + Penalty 2207.302347 = -1153234.754256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128756.000000 sec): 3 clusters
  Score: Raw -1151580.716289 + Penalty 4414.604695 = -1147166.111595
  nChanged 3009
		SP:Iteration 1F (128756.190000 sec): 3 clusters
  Score: Raw -1153321.942666 + Penalty 4414.604695 = -1148907.337971
  nChanged 555
		SP:Iteration 2F (128756.370000 sec): 3 clusters
  Score: Raw -1153684.348190 + Penalty 4414.604695 = -1149269.743495
  nChanged 465
		SP:Iteration 3F (128756.550000 sec): 3 clusters
  Score: Raw -1154005.960028 + Penalty 4414.604695 = -1149591.355334
  nChanged 426
		SP:Iteration 4F (128756.760000 sec): 3 clusters
  Score: Raw -1154303.917878 + Penalty 4414.604695 = -1149889.313184
  nChanged 401
		SP:Iteration 5F (128756.970000 sec): 3 clusters
  Score: Raw -1154616.943657 + Penalty 4414.604695 = -1150202.338962
  nChanged 370
		SP:Iteration 6F (128757.170000 sec): 3 clusters
  Score: Raw -1154902.947148 + Penalty 4414.604695 = -1150488.342454
  nChanged 345
		SP:Iteration 7Q (128757.380000 sec): 3 clusters
  Score: Raw -1155139.785805 + Penalty 4414.604695 = -1150725.181110
  nChanged 275
		SP:Iteration 8Q (128757.590000 sec): 3 clusters
  Score: Raw -1155305.879253 + Penalty 4414.604695 = -1150891.274559
  nChanged 230
		SP:Iteration 9Q (128757.790000 sec): 3 clusters
  Score: Raw -1155412.687838 + Penalty 4414.604695 = -1150998.083143
  nChanged 167
		SP:Iteration 10Q (128758.020000 sec): 3 clusters
  Score: Raw -1155486.817991 + Penalty 4414.604695 = -1151072.213297
  nChanged 131
		SP:Iteration 11Q (128758.230000 sec): 3 clusters
  Score: Raw -1155541.201829 + Penalty 4414.604695 = -1151126.597135
  nChanged 109
		SP:Iteration 12Q (128758.430000 sec): 3 clusters
  Score: Raw -1155580.172091 + Penalty 4414.604695 = -1151165.567396
  nChanged 90
		SP:Iteration 13Q (128758.600000 sec): 3 clusters
  Score: Raw -1155605.771934 + Penalty 4414.604695 = -1151191.167239
  nChanged 61
		SP:Iteration 14Q (128758.820000 sec): 3 clusters
  Score: Raw -1155624.716304 + Penalty 4414.604695 = -1151210.111610
  nChanged 51
		SP:Iteration 15Q (128759.030000 sec): 3 clusters
  Score: Raw -1155640.599096 + Penalty 4414.604695 = -1151225.994402
  nChanged 39
		SP:Iteration 16Q (128759.280000 sec): 3 clusters
  Score: Raw -1155650.248477 + Penalty 4414.604695 = -1151235.643783
  nChanged 36
		SP:Iteration 17Q (128759.500000 sec): 3 clusters
  Score: Raw -1155658.756623 + Penalty 4414.604695 = -1151244.151929
  nChanged 28
		SP:Iteration 18Q (128759.680000 sec): 3 clusters
  Score: Raw -1155666.964760 + Penalty 4414.604695 = -1151252.360065
  nChanged 27
		SP:Iteration 19Q (128759.890000 sec): 3 clusters
  Score: Raw -1155674.255968 + Penalty 4414.604695 = -1151259.651274
  nChanged 25
		SP:Iteration 20F (128760.110000 sec): 3 clusters
  Score: Raw -1155680.339389 + Penalty 4414.604695 = -1151265.734694
  nChanged 23
		SP:Iteration 21Q (128760.310000 sec): 3 clusters
  Score: Raw -1155686.310565 + Penalty 4414.604695 = -1151271.705871
  nChanged 28
		SP:Iteration 22Q (128760.560000 sec): 3 clusters
  Score: Raw -1155693.110239 + Penalty 4414.604695 = -1151278.505544
  nChanged 18
		SP:Iteration 23Q (128760.710000 sec): 3 clusters
  Score: Raw -1155697.018126 + Penalty 4414.604695 = -1151282.413431
  nChanged 15
		SP:Iteration 24Q (128760.890000 sec): 3 clusters
  Score: Raw -1155700.047760 + Penalty 4414.604695 = -1151285.443065
  nChanged 9
		SP:Iteration 25Q (128761.070000 sec): 3 clusters
  Score: Raw -1155701.978763 + Penalty 4414.604695 = -1151287.374068
  nChanged 8
		SP:Iteration 26Q (128761.240000 sec): 3 clusters
  Score: Raw -1155704.111330 + Penalty 4414.604695 = -1151289.506635
  nChanged 12
		SP:Iteration 27Q (128761.460000 sec): 3 clusters
  Score: Raw -1155707.294976 + Penalty 4414.604695 = -1151292.690281
  nChanged 16
		SP:Iteration 28Q (128761.650000 sec): 3 clusters
  Score: Raw -1155711.022015 + Penalty 4414.604695 = -1151296.417320
  nChanged 18
		SP:Iteration 29Q (128761.810000 sec): 3 clusters
  Score: Raw -1155715.357503 + Penalty 4414.604695 = -1151300.752809
  nChanged 15
		SP:Iteration 30Q (128761.930000 sec): 3 clusters
  Score: Raw -1155718.182662 + Penalty 4414.604695 = -1151303.577967
  nChanged 12
		SP:Iteration 31Q (128762.110000 sec): 3 clusters
  Score: Raw -1155720.088816 + Penalty 4414.604695 = -1151305.484122
  nChanged 11
		SP:Iteration 32Q (128762.280000 sec): 3 clusters
  Score: Raw -1155722.418494 + Penalty 4414.604695 = -1151307.813799
  nChanged 13
		SP:Iteration 33Q (128762.450000 sec): 3 clusters
  Score: Raw -1155725.497674 + Penalty 4414.604695 = -1151310.892980
  nChanged 13
		SP:Iteration 34Q (128762.610000 sec): 3 clusters
  Score: Raw -1155728.418333 + Penalty 4414.604695 = -1151313.813639
  nChanged 13
		SP:Iteration 35Q (128762.830000 sec): 3 clusters
  Score: Raw -1155731.748685 + Penalty 4414.604695 = -1151317.143990
  nChanged 19
		SP:Iteration 36Q (128763.040000 sec): 3 clusters
  Score: Raw -1155735.694366 + Penalty 4414.604695 = -1151321.089671
  nChanged 21
		SP:Iteration 37Q (128763.230000 sec): 3 clusters
  Score: Raw -1155739.853842 + Penalty 4414.604695 = -1151325.249148
  nChanged 15
		SP:Iteration 38Q (128763.410000 sec): 3 clusters
  Score: Raw -1155743.197582 + Penalty 4414.604695 = -1151328.592888
  nChanged 16
		SP:Iteration 39Q (128763.550000 sec): 3 clusters
  Score: Raw -1155746.365607 + Penalty 4414.604695 = -1151331.760913
  nChanged 17
		SP:Iteration 40F (128763.740000 sec): 3 clusters
  Score: Raw -1155749.950093 + Penalty 4414.604695 = -1151335.345399
  nChanged 9
		SP:Iteration 41Q (128763.930000 sec): 3 clusters
  Score: Raw -1155751.798019 + Penalty 4414.604695 = -1151337.193325
  nChanged 9
		SP:Iteration 42Q (128764.090000 sec): 3 clusters
  Score: Raw -1155754.167367 + Penalty 4414.604695 = -1151339.562673
  nChanged 16
		SP:Iteration 43Q (128764.240000 sec): 3 clusters
  Score: Raw -1155758.853816 + Penalty 4414.604695 = -1151344.249121
  nChanged 19
		SP:Iteration 44Q (128764.400000 sec): 3 clusters
  Score: Raw -1155763.417411 + Penalty 4414.604695 = -1151348.812716
  nChanged 18
		SP:Iteration 45Q (128764.590000 sec): 3 clusters
  Score: Raw -1155767.706362 + Penalty 4414.604695 = -1151353.101667
  nChanged 15
		SP:Iteration 46Q (128764.780000 sec): 3 clusters
  Score: Raw -1155770.952772 + Penalty 4414.604695 = -1151356.348077
  nChanged 14
		SP:Iteration 47Q (128764.940000 sec): 3 clusters
  Score: Raw -1155774.058773 + Penalty 4414.604695 = -1151359.454078
  nChanged 10
		SP:Iteration 48Q (128765.140000 sec): 3 clusters
  Score: Raw -1155777.078603 + Penalty 4414.604695 = -1151362.473908
  nChanged 14
		SP:Iteration 49Q (128765.310000 sec): 3 clusters
  Score: Raw -1155780.411069 + Penalty 4414.604695 = -1151365.806375
  nChanged 14
		SP:Iteration 50Q (128765.480000 sec): 3 clusters
  Score: Raw -1155783.012779 + Penalty 4414.604695 = -1151368.408084
  nChanged 10
		SP:Iteration 51Q (128765.700000 sec): 3 clusters
  Score: Raw -1155784.643922 + Penalty 4414.604695 = -1151370.039227
  nChanged 11
		SP:Iteration 52Q (128765.930000 sec): 3 clusters
  Score: Raw -1155787.390143 + Penalty 4414.604695 = -1151372.785448
  nChanged 12
		SP:Iteration 53Q (128766.090000 sec): 3 clusters
  Score: Raw -1155789.856563 + Penalty 4414.604695 = -1151375.251868
  nChanged 13
		SP:Iteration 54Q (128766.260000 sec): 3 clusters
  Score: Raw -1155792.412491 + Penalty 4414.604695 = -1151377.807797
  nChanged 13
		SP:Iteration 55Q (128766.450000 sec): 3 clusters
  Score: Raw -1155795.192624 + Penalty 4414.604695 = -1151380.587930
  nChanged 13
		SP:Iteration 56Q (128766.650000 sec): 3 clusters
  Score: Raw -1155798.402643 + Penalty 4414.604695 = -1151383.797948
  nChanged 11
		SP:Iteration 57Q (128766.870000 sec): 3 clusters
  Score: Raw -1155802.238432 + Penalty 4414.604695 = -1151387.633737
  nChanged 18
		SP:Iteration 58Q (128767.090000 sec): 3 clusters
  Score: Raw -1155806.226159 + Penalty 4414.604695 = -1151391.621464
  nChanged 19
		SP:Iteration 59Q (128767.280000 sec): 3 clusters
  Score: Raw -1155810.761926 + Penalty 4414.604695 = -1151396.157231
  nChanged 23
		SP:Iteration 60F (128767.460000 sec): 3 clusters
  Score: Raw -1155815.598005 + Penalty 4414.604695 = -1151400.993310
  nChanged 19
		SP:Iteration 61Q (128767.630000 sec): 3 clusters
  Score: Raw -1155820.283996 + Penalty 4414.604695 = -1151405.679301
  nChanged 20
		SP:Iteration 62Q (128767.800000 sec): 3 clusters
  Score: Raw -1155824.556196 + Penalty 4414.604695 = -1151409.951502
  nChanged 21
		SP:Iteration 63Q (128767.970000 sec): 3 clusters
  Score: Raw -1155828.598774 + Penalty 4414.604695 = -1151413.994079
  nChanged 15
		SP:Iteration 64Q (128768.160000 sec): 3 clusters
  Score: Raw -1155832.137381 + Penalty 4414.604695 = -1151417.532687
  nChanged 14
		SP:Iteration 65Q (128768.360000 sec): 3 clusters
  Score: Raw -1155835.492036 + Penalty 4414.604695 = -1151420.887341
  nChanged 17
		SP:Iteration 66Q (128768.530000 sec): 3 clusters
  Score: Raw -1155840.645669 + Penalty 4414.604695 = -1151426.040975
  nChanged 22
		SP:Iteration 67Q (128768.740000 sec): 3 clusters
  Score: Raw -1155848.658815 + Penalty 4414.604695 = -1151434.054121
  nChanged 31
		SP:Iteration 68Q (128768.910000 sec): 3 clusters
  Score: Raw -1155859.093886 + Penalty 4414.604695 = -1151444.489192
  nChanged 36
		SP:Iteration 69Q (128769.100000 sec): 3 clusters
  Score: Raw -1155872.274821 + Penalty 4414.604695 = -1151457.670127
  nChanged 36
		SP:Iteration 70Q (128769.310000 sec): 3 clusters
  Score: Raw -1155885.553129 + Penalty 4414.604695 = -1151470.948435
  nChanged 41
		SP:Iteration 71Q (128769.520000 sec): 3 clusters
  Score: Raw -1155898.469638 + Penalty 4414.604695 = -1151483.864944
  nChanged 43
		SP:Iteration 72Q (128769.800000 sec): 3 clusters
  Score: Raw -1155912.898850 + Penalty 4414.604695 = -1151498.294155
  nChanged 53
		SP:Iteration 73Q (128770.020000 sec): 3 clusters
  Score: Raw -1155929.419492 + Penalty 4414.604695 = -1151514.814797
  nChanged 43
		SP:Iteration 74Q (128770.210000 sec): 3 clusters
  Score: Raw -1155942.613472 + Penalty 4414.604695 = -1151528.008778
  nChanged 32
		SP:Iteration 75Q (128770.440000 sec): 3 clusters
  Score: Raw -1155952.554099 + Penalty 4414.604695 = -1151537.949404
  nChanged 35
		SP:Iteration 76Q (128770.700000 sec): 3 clusters
  Score: Raw -1155965.861154 + Penalty 4414.604695 = -1151551.256459
  nChanged 42
		SP:Iteration 77Q (128770.920000 sec): 3 clusters
  Score: Raw -1155981.896401 + Penalty 4414.604695 = -1151567.291706
  nChanged 52
		SP:Iteration 78Q (128771.060000 sec): 3 clusters
  Score: Raw -1155997.445927 + Penalty 4414.604695 = -1151582.841233
  nChanged 32
		SP:Iteration 79Q (128771.300000 sec): 3 clusters
  Score: Raw -1156008.316758 + Penalty 4414.604695 = -1151593.712063
  nChanged 38
		SP:Iteration 80F (128771.460000 sec): 3 clusters
  Score: Raw -1156022.567639 + Penalty 4414.604695 = -1151607.962944
  nChanged 50
		SP:Iteration 81Q (128771.640000 sec): 3 clusters
  Score: Raw -1156039.831292 + Penalty 4414.604695 = -1151625.226597
  nChanged 49
		SP:Iteration 82Q (128771.810000 sec): 3 clusters
  Score: Raw -1156056.553394 + Penalty 4414.604695 = -1151641.948700
  nChanged 41
		SP:Iteration 83Q (128771.990000 sec): 3 clusters
  Score: Raw -1156070.923872 + Penalty 4414.604695 = -1151656.319178
  nChanged 37
		SP:Iteration 84Q (128772.240000 sec): 3 clusters
  Score: Raw -1156087.235492 + Penalty 4414.604695 = -1151672.630798
  nChanged 41
		SP:Iteration 85Q (128772.480000 sec): 3 clusters
  Score: Raw -1156103.281370 + Penalty 4414.604695 = -1151688.676675
  nChanged 40
		SP:Iteration 86Q (128772.720000 sec): 3 clusters
  Score: Raw -1156118.521099 + Penalty 4414.604695 = -1151703.916404
  nChanged 42
		SP:Iteration 87Q (128772.900000 sec): 3 clusters
  Score: Raw -1156134.736869 + Penalty 4414.604695 = -1151720.132175
  nChanged 47
		SP:Iteration 88Q (128773.090000 sec): 3 clusters
  Score: Raw -1156152.913021 + Penalty 4414.604695 = -1151738.308326
  nChanged 44
		SP:Iteration 89Q (128773.320000 sec): 3 clusters
  Score: Raw -1156168.219458 + Penalty 4414.604695 = -1151753.614764
  nChanged 40
		SP:Iteration 90Q (128773.440000 sec): 3 clusters
  Score: Raw -1156186.588536 + Penalty 4414.604695 = -1151771.983842
  nChanged 43
		SP:Iteration 91Q (128773.620000 sec): 3 clusters
  Score: Raw -1156200.916224 + Penalty 4414.604695 = -1151786.311530
  nChanged 28
		SP:Iteration 92Q (128773.840000 sec): 3 clusters
  Score: Raw -1156210.813419 + Penalty 4414.604695 = -1151796.208725
  nChanged 32
		SP:Iteration 93Q (128774.010000 sec): 3 clusters
  Score: Raw -1156221.922570 + Penalty 4414.604695 = -1151807.317875
  nChanged 27
		SP:Iteration 94Q (128774.200000 sec): 3 clusters
  Score: Raw -1156230.361938 + Penalty 4414.604695 = -1151815.757243
  nChanged 21
		SP:Iteration 95Q (128774.380000 sec): 3 clusters
  Score: Raw -1156236.946091 + Penalty 4414.604695 = -1151822.341397
  nChanged 15
		SP:Iteration 96Q (128774.610000 sec): 3 clusters
  Score: Raw -1156241.347900 + Penalty 4414.604695 = -1151826.743206
  nChanged 10
		SP:Iteration 97Q (128774.830000 sec): 3 clusters
  Score: Raw -1156245.460390 + Penalty 4414.604695 = -1151830.855695
  nChanged 22
		SP:Iteration 98Q (128775.020000 sec): 3 clusters
  Score: Raw -1156253.489386 + Penalty 4414.604695 = -1151838.884691
  nChanged 18
		SP:Iteration 99Q (128775.220000 sec): 3 clusters
  Score: Raw -1156259.039719 + Penalty 4414.604695 = -1151844.435024
  nChanged 12
		SP:Iteration 100F (128775.400000 sec): 3 clusters
  Score: Raw -1156263.348601 + Penalty 4414.604695 = -1151848.743906
  nChanged 13
		SP:Iteration 101Q (128775.580000 sec): 3 clusters
  Score: Raw -1156267.738680 + Penalty 4414.604695 = -1151853.133986
  nChanged 14
		SP:Iteration 102Q (128775.780000 sec): 3 clusters
  Score: Raw -1156272.227054 + Penalty 4414.604695 = -1151857.622360
  nChanged 12
		SP:Iteration 103Q (128775.960000 sec): 3 clusters
  Score: Raw -1156276.429206 + Penalty 4414.604695 = -1151861.824512
  nChanged 6
		SP:Iteration 104Q (128776.140000 sec): 3 clusters
  Score: Raw -1156277.852538 + Penalty 4414.604695 = -1151863.247844
  nChanged 8
		SP:Iteration 105Q (128776.340000 sec): 3 clusters
  Score: Raw -1156281.113395 + Penalty 4414.604695 = -1151866.508701
  nChanged 6
		SP:Iteration 106Q (128776.460000 sec): 3 clusters
  Score: Raw -1156283.133454 + Penalty 4414.604695 = -1151868.528759
  nChanged 7
		SP:Iteration 107Q (128776.720000 sec): 3 clusters
  Score: Raw -1156285.765619 + Penalty 4414.604695 = -1151871.160925
  nChanged 4
		SP:Iteration 108Q (128776.920000 sec): 3 clusters
  Score: Raw -1156286.862561 + Penalty 4414.604695 = -1151872.257866
  nChanged 8
		SP:Iteration 109Q (128777.140000 sec): 3 clusters
  Score: Raw -1156290.121147 + Penalty 4414.604695 = -1151875.516452
  nChanged 8
		SP:Iteration 110Q (128777.320000 sec): 3 clusters
  Score: Raw -1156292.712001 + Penalty 4414.604695 = -1151878.107306
  nChanged 9
		SP:Iteration 111Q (128777.530000 sec): 3 clusters
  Score: Raw -1156295.214019 + Penalty 4414.604695 = -1151880.609324
  nChanged 11
		SP:Iteration 112Q (128777.760000 sec): 3 clusters
  Score: Raw -1156297.911782 + Penalty 4414.604695 = -1151883.307087
  nChanged 7
		SP:Iteration 113Q (128777.950000 sec): 3 clusters
  Score: Raw -1156300.349069 + Penalty 4414.604695 = -1151885.744374
  nChanged 11
		SP:Iteration 114Q (128778.160000 sec): 3 clusters
  Score: Raw -1156304.560941 + Penalty 4414.604695 = -1151889.956247
  nChanged 11
		SP:Iteration 115Q (128778.340000 sec): 3 clusters
  Score: Raw -1156308.238378 + Penalty 4414.604695 = -1151893.633683
  nChanged 9
		SP:Iteration 116Q (128778.550000 sec): 3 clusters
  Score: Raw -1156311.037869 + Penalty 4414.604695 = -1151896.433175
  nChanged 7
		SP:Iteration 117Q (128778.690000 sec): 3 clusters
  Score: Raw -1156312.726181 + Penalty 4414.604695 = -1151898.121486
  nChanged 3
		SP:Iteration 118Q (128778.880000 sec): 3 clusters
  Score: Raw -1156313.691775 + Penalty 4414.604695 = -1151899.087080
  nChanged 8
		SP:Iteration 119Q (128779.020000 sec): 3 clusters
  Score: Raw -1156316.571478 + Penalty 4414.604695 = -1151901.966784
  nChanged 6
		SP:Iteration 120F (128779.190000 sec): 3 clusters
  Score: Raw -1156318.713187 + Penalty 4414.604695 = -1151904.108492
  nChanged 5
		SP:Iteration 121Q (128779.370000 sec): 3 clusters
  Score: Raw -1156319.651615 + Penalty 4414.604695 = -1151905.046921
  nChanged 3
		SP:Iteration 122Q (128779.560000 sec): 3 clusters
  Score: Raw -1156321.054466 + Penalty 4414.604695 = -1151906.449771
  nChanged 4
		SP:Iteration 123Q (128779.760000 sec): 3 clusters
  Score: Raw -1156322.618565 + Penalty 4414.604695 = -1151908.013870
  nChanged 5
		SP:Iteration 124Q (128779.910000 sec): 3 clusters
  Score: Raw -1156324.330129 + Penalty 4414.604695 = -1151909.725434
  nChanged 5
		SP:Iteration 125Q (128780.090000 sec): 3 clusters
  Score: Raw -1156326.064647 + Penalty 4414.604695 = -1151911.459952
  nChanged 1
		SP:Iteration 126Q (128780.280000 sec): 3 clusters
  Score: Raw -1156326.480297 + Penalty 4414.604695 = -1151911.875603
  nChanged 1
		SP:Iteration 127Q (128780.470000 sec): 3 clusters
  Score: Raw -1156326.684437 + Penalty 4414.604695 = -1151912.079743
  nChanged 1
		SP:Iteration 128Q (128780.620000 sec): 3 clusters
  Score: Raw -1156327.078325 + Penalty 4414.604695 = -1151912.473630
  nChanged 0
		SP:Iteration 129F (128780.810000 sec): 3 clusters
  Score: Raw -1156327.078325 + Penalty 4414.604695 = -1151912.473630
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 74 (3346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128780.920000 sec): 2 clusters
  Score: Raw -527634.705883 + Penalty 2012.649179 = -525622.056704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128781.050000 sec): 3 clusters
  Score: Raw -526161.913506 + Penalty 4025.298357 = -522136.615149
  nChanged 1199
		SP:Iteration 1F (128781.220000 sec): 3 clusters
  Score: Raw -526951.106315 + Penalty 4025.298357 = -522925.807957
  nChanged 253
		SP:Iteration 2F (128781.370000 sec): 3 clusters
  Score: Raw -527144.931917 + Penalty 4025.298357 = -523119.633559
  nChanged 144
		SP:Iteration 3Q (128781.560000 sec): 3 clusters
  Score: Raw -527253.642635 + Penalty 4025.298357 = -523228.344278
  nChanged 110
		SP:Iteration 4Q (128781.730000 sec): 3 clusters
  Score: Raw -527319.303902 + Penalty 4025.298357 = -523294.005544
  nChanged 71
		SP:Iteration 5Q (128781.900000 sec): 3 clusters
  Score: Raw -527358.827438 + Penalty 4025.298357 = -523333.529080
  nChanged 54
		SP:Iteration 6Q (128782.010000 sec): 3 clusters
  Score: Raw -527392.969546 + Penalty 4025.298357 = -523367.671189
  nChanged 48
		SP:Iteration 7Q (128782.190000 sec): 3 clusters
  Score: Raw -527423.894699 + Penalty 4025.298357 = -523398.596342
  nChanged 50
		SP:Iteration 8Q (128782.330000 sec): 3 clusters
  Score: Raw -527452.484844 + Penalty 4025.298357 = -523427.186486
  nChanged 47
		SP:Iteration 9Q (128782.550000 sec): 3 clusters
  Score: Raw -527478.970242 + Penalty 4025.298357 = -523453.671885
  nChanged 38
		SP:Iteration 10Q (128782.720000 sec): 3 clusters
  Score: Raw -527498.583210 + Penalty 4025.298357 = -523473.284852
  nChanged 35
		SP:Iteration 11Q (128782.850000 sec): 3 clusters
  Score: Raw -527512.304893 + Penalty 4025.298357 = -523487.006536
  nChanged 14
		SP:Iteration 12Q (128783.030000 sec): 3 clusters
  Score: Raw -527518.266904 + Penalty 4025.298357 = -523492.968547
  nChanged 15
		SP:Iteration 13Q (128783.140000 sec): 3 clusters
  Score: Raw -527526.082963 + Penalty 4025.298357 = -523500.784606
  nChanged 18
		SP:Iteration 14Q (128783.310000 sec): 3 clusters
  Score: Raw -527534.059998 + Penalty 4025.298357 = -523508.761640
  nChanged 13
		SP:Iteration 15Q (128783.440000 sec): 3 clusters
  Score: Raw -527538.249454 + Penalty 4025.298357 = -523512.951097
  nChanged 10
		SP:Iteration 16Q (128783.570000 sec): 3 clusters
  Score: Raw -527543.901303 + Penalty 4025.298357 = -523518.602946
  nChanged 15
		SP:Iteration 17Q (128783.750000 sec): 3 clusters
  Score: Raw -527550.527116 + Penalty 4025.298357 = -523525.228759
  nChanged 17
		SP:Iteration 18Q (128783.910000 sec): 3 clusters
  Score: Raw -527557.216003 + Penalty 4025.298357 = -523531.917646
  nChanged 8
		SP:Iteration 19Q (128784.050000 sec): 3 clusters
  Score: Raw -527560.192683 + Penalty 4025.298357 = -523534.894326
  nChanged 8
		SP:Iteration 20F (128784.230000 sec): 3 clusters
  Score: Raw -527563.718426 + Penalty 4025.298357 = -523538.420069
  nChanged 4
		SP:Iteration 21Q (128784.310000 sec): 3 clusters
  Score: Raw -527565.678902 + Penalty 4025.298357 = -523540.380545
  nChanged 7
		SP:Iteration 22Q (128784.530000 sec): 3 clusters
  Score: Raw -527567.814682 + Penalty 4025.298357 = -523542.516325
  nChanged 4
		SP:Iteration 23Q (128784.560000 sec): 3 clusters
  Score: Raw -527569.611102 + Penalty 4025.298357 = -523544.312745
  nChanged 5
		SP:Iteration 24Q (128784.640000 sec): 3 clusters
  Score: Raw -527571.918924 + Penalty 4025.298357 = -523546.620567
  nChanged 5
		SP:Iteration 25Q (128784.780000 sec): 3 clusters
  Score: Raw -527574.356716 + Penalty 4025.298357 = -523549.058359
  nChanged 4
		SP:Iteration 26Q (128784.850000 sec): 3 clusters
  Score: Raw -527575.631663 + Penalty 4025.298357 = -523550.333306
  nChanged 6
		SP:Iteration 27Q (128785.010000 sec): 3 clusters
  Score: Raw -527579.273568 + Penalty 4025.298357 = -523553.975211
  nChanged 4
		SP:Iteration 28Q (128785.160000 sec): 3 clusters
  Score: Raw -527580.624543 + Penalty 4025.298357 = -523555.326186
  nChanged 3
		SP:Iteration 29Q (128785.290000 sec): 3 clusters
  Score: Raw -527581.681811 + Penalty 4025.298357 = -523556.383454
  nChanged 1
		SP:Iteration 30Q (128785.480000 sec): 3 clusters
  Score: Raw -527582.151134 + Penalty 4025.298357 = -523556.852777
  nChanged 3
		SP:Iteration 31Q (128785.650000 sec): 3 clusters
  Score: Raw -527583.940690 + Penalty 4025.298357 = -523558.642332
  nChanged 5
		SP:Iteration 32Q (128785.830000 sec): 3 clusters
  Score: Raw -527586.327186 + Penalty 4025.298357 = -523561.028828
  nChanged 5
		SP:Iteration 33Q (128786.000000 sec): 3 clusters
  Score: Raw -527588.257421 + Penalty 4025.298357 = -523562.959064
  nChanged 3
		SP:Iteration 34Q (128786.160000 sec): 3 clusters
  Score: Raw -527589.035365 + Penalty 4025.298357 = -523563.737008
  nChanged 4
		SP:Iteration 35Q (128786.270000 sec): 3 clusters
  Score: Raw -527590.276485 + Penalty 4025.298357 = -523564.978127
  nChanged 1
		SP:Iteration 36Q (128786.420000 sec): 3 clusters
  Score: Raw -527590.459138 + Penalty 4025.298357 = -523565.160781
  nChanged 2
		SP:Iteration 37Q (128786.560000 sec): 3 clusters
  Score: Raw -527591.091515 + Penalty 4025.298357 = -523565.793158
  nChanged 1
		SP:Iteration 38Q (128786.750000 sec): 3 clusters
  Score: Raw -527591.583735 + Penalty 4025.298357 = -523566.285378
  nChanged 0
		SP:Iteration 39F (128786.860000 sec): 3 clusters
  Score: Raw -527591.583735 + Penalty 4025.298357 = -523566.285378
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 75 (1814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128786.960000 sec): 2 clusters
  Score: Raw -260545.456826 + Penalty 1860.815828 = -258684.640998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128787.120000 sec): 3 clusters
  Score: Raw -259882.838860 + Penalty 3721.631657 = -256161.207203
  nChanged 602
		SP:Iteration 1F (128787.260000 sec): 3 clusters
  Score: Raw -260421.706401 + Penalty 3721.631657 = -256700.074744
  nChanged 165
		SP:Iteration 2F (128787.390000 sec): 3 clusters
  Score: Raw -260638.779499 + Penalty 3721.631657 = -256917.147843
  nChanged 127
		SP:Iteration 3F (128787.520000 sec): 3 clusters
  Score: Raw -260826.785745 + Penalty 3721.631657 = -257105.154088
  nChanged 95
		SP:Iteration 4F (128787.650000 sec): 3 clusters
  Score: Raw -260965.232434 + Penalty 3721.631657 = -257243.600777
  nChanged 77
		SP:Iteration 5Q (128787.740000 sec): 3 clusters
  Score: Raw -261073.995181 + Penalty 3721.631657 = -257352.363524
  nChanged 65
		SP:Iteration 6Q (128787.870000 sec): 3 clusters
  Score: Raw -261157.337394 + Penalty 3721.631657 = -257435.705737
  nChanged 55
		SP:Iteration 7Q (128788.030000 sec): 3 clusters
  Score: Raw -261215.593119 + Penalty 3721.631657 = -257493.961463
  nChanged 36
		SP:Iteration 8Q (128788.170000 sec): 3 clusters
  Score: Raw -261263.869361 + Penalty 3721.631657 = -257542.237704
  nChanged 27
		SP:Iteration 9Q (128788.270000 sec): 3 clusters
  Score: Raw -261290.453242 + Penalty 3721.631657 = -257568.821586
  nChanged 18
		SP:Iteration 10Q (128788.410000 sec): 3 clusters
  Score: Raw -261308.721082 + Penalty 3721.631657 = -257587.089425
  nChanged 14
		SP:Iteration 11Q (128788.550000 sec): 3 clusters
  Score: Raw -261323.298266 + Penalty 3721.631657 = -257601.666609
  nChanged 8
		SP:Iteration 12Q (128788.740000 sec): 3 clusters
  Score: Raw -261331.184322 + Penalty 3721.631657 = -257609.552665
  nChanged 10
		SP:Iteration 13Q (128788.900000 sec): 3 clusters
  Score: Raw -261342.300819 + Penalty 3721.631657 = -257620.669163
  nChanged 10
		SP:Iteration 14Q (128788.990000 sec): 3 clusters
  Score: Raw -261355.938574 + Penalty 3721.631657 = -257634.306917
  nChanged 12
		SP:Iteration 15Q (128789.090000 sec): 3 clusters
  Score: Raw -261372.039975 + Penalty 3721.631657 = -257650.408318
  nChanged 15
		SP:Iteration 16Q (128789.240000 sec): 3 clusters
  Score: Raw -261385.445748 + Penalty 3721.631657 = -257663.814091
  nChanged 6
		SP:Iteration 17Q (128789.330000 sec): 3 clusters
  Score: Raw -261390.937079 + Penalty 3721.631657 = -257669.305422
  nChanged 5
		SP:Iteration 18Q (128789.480000 sec): 3 clusters
  Score: Raw -261395.662135 + Penalty 3721.631657 = -257674.030478
  nChanged 6
		SP:Iteration 19Q (128789.570000 sec): 3 clusters
  Score: Raw -261402.017513 + Penalty 3721.631657 = -257680.385856
  nChanged 3
		SP:Iteration 20F (128789.670000 sec): 3 clusters
  Score: Raw -261404.722989 + Penalty 3721.631657 = -257683.091332
  nChanged 1
		SP:Iteration 21Q (128789.760000 sec): 3 clusters
  Score: Raw -261405.563381 + Penalty 3721.631657 = -257683.931725
  nChanged 0
		SP:Iteration 22F (128789.910000 sec): 3 clusters
  Score: Raw -261405.563381 + Penalty 3721.631657 = -257683.931725
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 76 (14551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128790.040000 sec): 2 clusters
  Score: Raw -2295643.101282 + Penalty 2377.182920 = -2293265.918362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128790.290000 sec): 3 clusters
  Score: Raw -2287336.832725 + Penalty 4754.365839 = -2282582.466885
  nChanged 6251
		SP:Iteration 1F (128790.530000 sec): 3 clusters
  Score: Raw -2290876.483154 + Penalty 4754.365839 = -2286122.117314
  nChanged 1089
		SP:Iteration 2F (128790.760000 sec): 3 clusters
  Score: Raw -2291560.063566 + Penalty 4754.365839 = -2286805.697726
  nChanged 1050
		SP:Iteration 3F (128791.000000 sec): 3 clusters
  Score: Raw -2292312.232229 + Penalty 4754.365839 = -2287557.866390
  nChanged 1039
		SP:Iteration 4F (128791.290000 sec): 3 clusters
  Score: Raw -2293082.849978 + Penalty 4754.365839 = -2288328.484139
  nChanged 953
		SP:Iteration 5F (128791.580000 sec): 3 clusters
  Score: Raw -2293772.064439 + Penalty 4754.365839 = -2289017.698600
  nChanged 870
		SP:Iteration 6F (128791.820000 sec): 3 clusters
  Score: Raw -2294460.428149 + Penalty 4754.365839 = -2289706.062310
  nChanged 798
		SP:Iteration 7F (128792.080000 sec): 3 clusters
  Score: Raw -2295152.453745 + Penalty 4754.365839 = -2290398.087906
  nChanged 669
		SP:Iteration 8Q (128792.330000 sec): 3 clusters
  Score: Raw -2295772.181587 + Penalty 4754.365839 = -2291017.815748
  nChanged 584
		SP:Iteration 9Q (128792.590000 sec): 3 clusters
  Score: Raw -2296242.250948 + Penalty 4754.365839 = -2291487.885109
  nChanged 420
		SP:Iteration 10Q (128792.840000 sec): 3 clusters
  Score: Raw -2296540.946961 + Penalty 4754.365839 = -2291786.581121
  nChanged 345
		SP:Iteration 11Q (128793.100000 sec): 3 clusters
  Score: Raw -2296762.629210 + Penalty 4754.365839 = -2292008.263370
  nChanged 250
		SP:Iteration 12Q (128793.370000 sec): 3 clusters
  Score: Raw -2296916.035010 + Penalty 4754.365839 = -2292161.669171
  nChanged 192
		SP:Iteration 13Q (128793.540000 sec): 3 clusters
  Score: Raw -2297010.237647 + Penalty 4754.365839 = -2292255.871807
  nChanged 134
		SP:Iteration 14Q (128793.810000 sec): 3 clusters
  Score: Raw -2297061.195700 + Penalty 4754.365839 = -2292306.829861
  nChanged 90
		SP:Iteration 15Q (128794.080000 sec): 3 clusters
  Score: Raw -2297089.170121 + Penalty 4754.365839 = -2292334.804282
  nChanged 73
		SP:Iteration 16Q (128794.320000 sec): 3 clusters
  Score: Raw -2297115.886891 + Penalty 4754.365839 = -2292361.521052
  nChanged 71
		SP:Iteration 17Q (128794.510000 sec): 3 clusters
  Score: Raw -2297137.350067 + Penalty 4754.365839 = -2292382.984228
  nChanged 57
		SP:Iteration 18Q (128794.780000 sec): 3 clusters
  Score: Raw -2297151.605719 + Penalty 4754.365839 = -2292397.239880
  nChanged 43
		SP:Iteration 19Q (128794.960000 sec): 3 clusters
  Score: Raw -2297161.684259 + Penalty 4754.365839 = -2292407.318419
  nChanged 40
		SP:Iteration 20F (128795.210000 sec): 3 clusters
  Score: Raw -2297172.540106 + Penalty 4754.365839 = -2292418.174266
  nChanged 42
		SP:Iteration 21Q (128795.450000 sec): 3 clusters
  Score: Raw -2297183.666200 + Penalty 4754.365839 = -2292429.300361
  nChanged 36
		SP:Iteration 22Q (128795.700000 sec): 3 clusters
  Score: Raw -2297192.985465 + Penalty 4754.365839 = -2292438.619626
  nChanged 28
		SP:Iteration 23Q (128795.930000 sec): 3 clusters
  Score: Raw -2297199.388865 + Penalty 4754.365839 = -2292445.023026
  nChanged 27
		SP:Iteration 24Q (128796.180000 sec): 3 clusters
  Score: Raw -2297204.971935 + Penalty 4754.365839 = -2292450.606095
  nChanged 22
		SP:Iteration 25Q (128796.470000 sec): 3 clusters
  Score: Raw -2297209.276999 + Penalty 4754.365839 = -2292454.911160
  nChanged 17
		SP:Iteration 26Q (128796.770000 sec): 3 clusters
  Score: Raw -2297212.196645 + Penalty 4754.365839 = -2292457.830805
  nChanged 7
		SP:Iteration 27Q (128797.020000 sec): 3 clusters
  Score: Raw -2297212.750837 + Penalty 4754.365839 = -2292458.384998
  nChanged 6
		SP:Iteration 28Q (128797.230000 sec): 3 clusters
  Score: Raw -2297213.853637 + Penalty 4754.365839 = -2292459.487797
  nChanged 3
		SP:Iteration 29Q (128797.500000 sec): 3 clusters
  Score: Raw -2297214.290908 + Penalty 4754.365839 = -2292459.925068
  nChanged 2
		SP:Iteration 30Q (128797.770000 sec): 3 clusters
  Score: Raw -2297214.675860 + Penalty 4754.365839 = -2292460.310021
  nChanged 2
		SP:Iteration 31Q (128798.030000 sec): 3 clusters
  Score: Raw -2297214.907520 + Penalty 4754.365839 = -2292460.541681
  nChanged 2
		SP:Iteration 32Q (128798.300000 sec): 3 clusters
  Score: Raw -2297215.066836 + Penalty 4754.365839 = -2292460.700997
  nChanged 3
		SP:Iteration 33Q (128798.540000 sec): 3 clusters
  Score: Raw -2297215.526277 + Penalty 4754.365839 = -2292461.160438
  nChanged 2
		SP:Iteration 34Q (128798.740000 sec): 3 clusters
  Score: Raw -2297215.934792 + Penalty 4754.365839 = -2292461.568953
  nChanged 4
		SP:Iteration 35Q (128799.040000 sec): 3 clusters
  Score: Raw -2297216.493149 + Penalty 4754.365839 = -2292462.127309
  nChanged 3
		SP:Iteration 36Q (128799.270000 sec): 3 clusters
  Score: Raw -2297216.906466 + Penalty 4754.365839 = -2292462.540627
  nChanged 4
		SP:Iteration 37Q (128799.550000 sec): 3 clusters
  Score: Raw -2297217.657283 + Penalty 4754.365839 = -2292463.291443
  nChanged 3
		SP:Iteration 38Q (128799.820000 sec): 3 clusters
  Score: Raw -2297218.169854 + Penalty 4754.365839 = -2292463.804015
  nChanged 4
		SP:Iteration 39Q (128800.120000 sec): 3 clusters
  Score: Raw -2297218.958839 + Penalty 4754.365839 = -2292464.593000
  nChanged 5
		SP:Iteration 40F (128800.300000 sec): 3 clusters
  Score: Raw -2297219.691721 + Penalty 4754.365839 = -2292465.325881
  nChanged 1
		SP:Iteration 41Q (128800.560000 sec): 3 clusters
  Score: Raw -2297219.763056 + Penalty 4754.365839 = -2292465.397217
  nChanged 0
		SP:Iteration 42F (128800.800000 sec): 3 clusters
  Score: Raw -2297219.763056 + Penalty 4754.365839 = -2292465.397217
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 77 (6428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128800.930000 sec): 2 clusters
  Score: Raw -1005668.092058 + Penalty 2174.567844 = -1003493.524214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128801.160000 sec): 3 clusters
  Score: Raw -1002418.819243 + Penalty 4349.135689 = -998069.683554
  nChanged 2494
		SP:Iteration 1F (128801.360000 sec): 3 clusters
  Score: Raw -1003798.729851 + Penalty 4349.135689 = -999449.594163
  nChanged 465
		SP:Iteration 2F (128801.530000 sec): 3 clusters
  Score: Raw -1004044.468655 + Penalty 4349.135689 = -999695.332967
  nChanged 311
		SP:Iteration 3Q (128801.720000 sec): 3 clusters
  Score: Raw -1004191.043085 + Penalty 4349.135689 = -999841.907397
  nChanged 246
		SP:Iteration 4Q (128801.870000 sec): 3 clusters
  Score: Raw -1004290.462681 + Penalty 4349.135689 = -999941.326992
  nChanged 181
		SP:Iteration 5Q (128802.070000 sec): 3 clusters
  Score: Raw -1004364.236795 + Penalty 4349.135689 = -1000015.101107
  nChanged 152
		SP:Iteration 6Q (128802.240000 sec): 3 clusters
  Score: Raw -1004421.488726 + Penalty 4349.135689 = -1000072.353037
  nChanged 127
		SP:Iteration 7Q (128802.420000 sec): 3 clusters
  Score: Raw -1004466.818607 + Penalty 4349.135689 = -1000117.682919
  nChanged 98
		SP:Iteration 8Q (128802.670000 sec): 3 clusters
  Score: Raw -1004504.029008 + Penalty 4349.135689 = -1000154.893320
  nChanged 94
		SP:Iteration 9Q (128802.850000 sec): 3 clusters
  Score: Raw -1004533.945419 + Penalty 4349.135689 = -1000184.809731
  nChanged 93
		SP:Iteration 10Q (128803.110000 sec): 3 clusters
  Score: Raw -1004563.417121 + Penalty 4349.135689 = -1000214.281433
  nChanged 74
		SP:Iteration 11Q (128803.270000 sec): 3 clusters
  Score: Raw -1004587.384028 + Penalty 4349.135689 = -1000238.248339
  nChanged 75
		SP:Iteration 12Q (128803.450000 sec): 3 clusters
  Score: Raw -1004613.019845 + Penalty 4349.135689 = -1000263.884156
  nChanged 75
		SP:Iteration 13Q (128803.680000 sec): 3 clusters
  Score: Raw -1004640.576198 + Penalty 4349.135689 = -1000291.440509
  nChanged 86
		SP:Iteration 14Q (128803.870000 sec): 3 clusters
  Score: Raw -1004681.855999 + Penalty 4349.135689 = -1000332.720311
  nChanged 105
		SP:Iteration 15Q (128804.060000 sec): 3 clusters
  Score: Raw -1004728.163068 + Penalty 4349.135689 = -1000379.027380
  nChanged 107
		SP:Iteration 16Q (128804.210000 sec): 3 clusters
  Score: Raw -1004772.411024 + Penalty 4349.135689 = -1000423.275336
  nChanged 109
		SP:Iteration 17Q (128804.370000 sec): 3 clusters
  Score: Raw -1004821.400666 + Penalty 4349.135689 = -1000472.264978
  nChanged 107
		SP:Iteration 18Q (128804.600000 sec): 3 clusters
  Score: Raw -1004862.455222 + Penalty 4349.135689 = -1000513.319534
  nChanged 87
		SP:Iteration 19Q (128804.790000 sec): 3 clusters
  Score: Raw -1004891.481948 + Penalty 4349.135689 = -1000542.346260
  nChanged 77
		SP:Iteration 20F (128804.970000 sec): 3 clusters
  Score: Raw -1004920.368924 + Penalty 4349.135689 = -1000571.233235
  nChanged 80
		SP:Iteration 21Q (128805.170000 sec): 3 clusters
  Score: Raw -1004951.583279 + Penalty 4349.135689 = -1000602.447591
  nChanged 92
		SP:Iteration 22Q (128805.360000 sec): 3 clusters
  Score: Raw -1004987.362585 + Penalty 4349.135689 = -1000638.226896
  nChanged 87
		SP:Iteration 23Q (128805.550000 sec): 3 clusters
  Score: Raw -1005021.379813 + Penalty 4349.135689 = -1000672.244124
  nChanged 93
		SP:Iteration 24Q (128805.740000 sec): 3 clusters
  Score: Raw -1005056.463341 + Penalty 4349.135689 = -1000707.327652
  nChanged 84
		SP:Iteration 25Q (128805.910000 sec): 3 clusters
  Score: Raw -1005081.717932 + Penalty 4349.135689 = -1000732.582243
  nChanged 71
		SP:Iteration 26Q (128806.150000 sec): 3 clusters
  Score: Raw -1005107.208127 + Penalty 4349.135689 = -1000758.072438
  nChanged 62
		SP:Iteration 27Q (128806.350000 sec): 3 clusters
  Score: Raw -1005125.203428 + Penalty 4349.135689 = -1000776.067740
  nChanged 54
		SP:Iteration 28Q (128806.550000 sec): 3 clusters
  Score: Raw -1005142.446240 + Penalty 4349.135689 = -1000793.310552
  nChanged 55
		SP:Iteration 29Q (128806.780000 sec): 3 clusters
  Score: Raw -1005159.447507 + Penalty 4349.135689 = -1000810.311819
  nChanged 51
		SP:Iteration 30Q (128806.930000 sec): 3 clusters
  Score: Raw -1005174.765607 + Penalty 4349.135689 = -1000825.629918
  nChanged 41
		SP:Iteration 31Q (128807.110000 sec): 3 clusters
  Score: Raw -1005186.895451 + Penalty 4349.135689 = -1000837.759762
  nChanged 46
		SP:Iteration 32Q (128807.300000 sec): 3 clusters
  Score: Raw -1005200.792284 + Penalty 4349.135689 = -1000851.656596
  nChanged 39
		SP:Iteration 33Q (128807.470000 sec): 3 clusters
  Score: Raw -1005211.599652 + Penalty 4349.135689 = -1000862.463963
  nChanged 36
		SP:Iteration 34Q (128807.630000 sec): 3 clusters
  Score: Raw -1005223.074509 + Penalty 4349.135689 = -1000873.938821
  nChanged 43
		SP:Iteration 35Q (128807.790000 sec): 3 clusters
  Score: Raw -1005234.477797 + Penalty 4349.135689 = -1000885.342108
  nChanged 37
		SP:Iteration 36Q (128807.950000 sec): 3 clusters
  Score: Raw -1005247.572477 + Penalty 4349.135689 = -1000898.436788
  nChanged 34
		SP:Iteration 37Q (128808.210000 sec): 3 clusters
  Score: Raw -1005257.704822 + Penalty 4349.135689 = -1000908.569134
  nChanged 38
		SP:Iteration 38Q (128808.410000 sec): 3 clusters
  Score: Raw -1005267.366781 + Penalty 4349.135689 = -1000918.231093
  nChanged 35
		SP:Iteration 39Q (128808.630000 sec): 3 clusters
  Score: Raw -1005276.730386 + Penalty 4349.135689 = -1000927.594697
  nChanged 39
		SP:Iteration 40F (128808.850000 sec): 3 clusters
  Score: Raw -1005289.220136 + Penalty 4349.135689 = -1000940.084447
  nChanged 39
		SP:Iteration 41Q (128809.030000 sec): 3 clusters
  Score: Raw -1005301.414690 + Penalty 4349.135689 = -1000952.279001
  nChanged 37
		SP:Iteration 42Q (128809.230000 sec): 3 clusters
  Score: Raw -1005312.365676 + Penalty 4349.135689 = -1000963.229987
  nChanged 34
		SP:Iteration 43Q (128809.420000 sec): 3 clusters
  Score: Raw -1005322.628879 + Penalty 4349.135689 = -1000973.493190
  nChanged 31
		SP:Iteration 44Q (128809.580000 sec): 3 clusters
  Score: Raw -1005331.183460 + Penalty 4349.135689 = -1000982.047771
  nChanged 35
		SP:Iteration 45Q (128809.770000 sec): 3 clusters
  Score: Raw -1005342.589103 + Penalty 4349.135689 = -1000993.453414
  nChanged 33
		SP:Iteration 46Q (128809.960000 sec): 3 clusters
  Score: Raw -1005353.143846 + Penalty 4349.135689 = -1001004.008158
  nChanged 40
		SP:Iteration 47Q (128810.180000 sec): 3 clusters
  Score: Raw -1005364.997989 + Penalty 4349.135689 = -1001015.862301
  nChanged 35
		SP:Iteration 48Q (128810.360000 sec): 3 clusters
  Score: Raw -1005376.115169 + Penalty 4349.135689 = -1001026.979481
  nChanged 40
		SP:Iteration 49Q (128810.560000 sec): 3 clusters
  Score: Raw -1005390.247917 + Penalty 4349.135689 = -1001041.112229
  nChanged 29
		SP:Iteration 50Q (128810.710000 sec): 3 clusters
  Score: Raw -1005398.599568 + Penalty 4349.135689 = -1001049.463880
  nChanged 24
		SP:Iteration 51Q (128810.870000 sec): 3 clusters
  Score: Raw -1005404.022692 + Penalty 4349.135689 = -1001054.887004
  nChanged 24
		SP:Iteration 52Q (128811.020000 sec): 3 clusters
  Score: Raw -1005409.555803 + Penalty 4349.135689 = -1001060.420115
  nChanged 16
		SP:Iteration 53Q (128811.230000 sec): 3 clusters
  Score: Raw -1005413.445798 + Penalty 4349.135689 = -1001064.310110
  nChanged 17
		SP:Iteration 54Q (128811.360000 sec): 3 clusters
  Score: Raw -1005416.703410 + Penalty 4349.135689 = -1001067.567721
  nChanged 9
		SP:Iteration 55Q (128811.560000 sec): 3 clusters
  Score: Raw -1005418.633840 + Penalty 4349.135689 = -1001069.498152
  nChanged 6
		SP:Iteration 56Q (128811.690000 sec): 3 clusters
  Score: Raw -1005419.911440 + Penalty 4349.135689 = -1001070.775752
  nChanged 3
		SP:Iteration 57Q (128811.900000 sec): 3 clusters
  Score: Raw -1005420.571667 + Penalty 4349.135689 = -1001071.435978
  nChanged 4
		SP:Iteration 58Q (128812.020000 sec): 3 clusters
  Score: Raw -1005421.020864 + Penalty 4349.135689 = -1001071.885176
  nChanged 4
		SP:Iteration 59Q (128812.210000 sec): 3 clusters
  Score: Raw -1005421.791017 + Penalty 4349.135689 = -1001072.655328
  nChanged 5
		SP:Iteration 60F (128812.410000 sec): 3 clusters
  Score: Raw -1005422.648077 + Penalty 4349.135689 = -1001073.512389
  nChanged 4
		SP:Iteration 61Q (128812.600000 sec): 3 clusters
  Score: Raw -1005423.232303 + Penalty 4349.135689 = -1001074.096615
  nChanged 3
		SP:Iteration 62Q (128812.790000 sec): 3 clusters
  Score: Raw -1005424.141498 + Penalty 4349.135689 = -1001075.005809
  nChanged 6
		SP:Iteration 63Q (128812.960000 sec): 3 clusters
  Score: Raw -1005425.830262 + Penalty 4349.135689 = -1001076.694574
  nChanged 6
		SP:Iteration 64Q (128813.130000 sec): 3 clusters
  Score: Raw -1005427.349950 + Penalty 4349.135689 = -1001078.214262
  nChanged 8
		SP:Iteration 65Q (128813.310000 sec): 3 clusters
  Score: Raw -1005428.354593 + Penalty 4349.135689 = -1001079.218905
  nChanged 10
		SP:Iteration 66Q (128813.530000 sec): 3 clusters
  Score: Raw -1005430.508866 + Penalty 4349.135689 = -1001081.373178
  nChanged 11
		SP:Iteration 67Q (128813.750000 sec): 3 clusters
  Score: Raw -1005432.552069 + Penalty 4349.135689 = -1001083.416381
  nChanged 9
		SP:Iteration 68Q (128813.890000 sec): 3 clusters
  Score: Raw -1005433.986685 + Penalty 4349.135689 = -1001084.850996
  nChanged 7
		SP:Iteration 69Q (128814.130000 sec): 3 clusters
  Score: Raw -1005435.209187 + Penalty 4349.135689 = -1001086.073498
  nChanged 4
		SP:Iteration 70Q (128814.380000 sec): 3 clusters
  Score: Raw -1005435.626297 + Penalty 4349.135689 = -1001086.490609
  nChanged 3
		SP:Iteration 71Q (128814.570000 sec): 3 clusters
  Score: Raw -1005436.191070 + Penalty 4349.135689 = -1001087.055381
  nChanged 1
		SP:Iteration 72Q (128814.780000 sec): 3 clusters
  Score: Raw -1005436.310585 + Penalty 4349.135689 = -1001087.174897
  nChanged 1
		SP:Iteration 73Q (128814.920000 sec): 3 clusters
  Score: Raw -1005436.518940 + Penalty 4349.135689 = -1001087.383251
  nChanged 1
		SP:Iteration 74Q (128815.100000 sec): 3 clusters
  Score: Raw -1005436.623773 + Penalty 4349.135689 = -1001087.488084
  nChanged 1
		SP:Iteration 75Q (128815.290000 sec): 3 clusters
  Score: Raw -1005436.674905 + Penalty 4349.135689 = -1001087.539216
  nChanged 1
		SP:Iteration 76Q (128815.460000 sec): 3 clusters
  Score: Raw -1005436.820956 + Penalty 4349.135689 = -1001087.685267
  nChanged 1
		SP:Iteration 77Q (128815.690000 sec): 3 clusters
  Score: Raw -1005436.942738 + Penalty 4349.135689 = -1001087.807050
  nChanged 1
		SP:Iteration 78Q (128815.860000 sec): 3 clusters
  Score: Raw -1005437.026573 + Penalty 4349.135689 = -1001087.890884
  nChanged 0
		SP:Iteration 79F (128816.020000 sec): 3 clusters
  Score: Raw -1005437.026573 + Penalty 4349.135689 = -1001087.890884
  nChanged 0
Iteration 139Q (129064.340000 sec): 79 clusters
  Score: Raw -289225272.038578 + Penalty 279381.511855 = -288945890.526723
  nChanged 9998
Iteration 140F (129462.270000 sec): 79 clusters
  Score: Raw -289227073.004498 + Penalty 279381.511855 = -288947691.492643
  nChanged 7526
Iteration 141Q (129711.440000 sec): 79 clusters
  Score: Raw -289227711.330044 + Penalty 279381.511855 = -288948329.818190
  nChanged 5107
Iteration 142Q (129957.540000 sec): 79 clusters
  Score: Raw -289228127.834353 + Penalty 279381.511855 = -288948746.322498
  nChanged 4509
Iteration 143Q (130225.930000 sec): 79 clusters
  Score: Raw -289228477.524583 + Penalty 279381.511855 = -288949096.012728
  nChanged 4122
Iteration 144Q (130486.330000 sec): 79 clusters
  Score: Raw -289228778.937458 + Penalty 279381.511855 = -288949397.425603
  nChanged 3823
Iteration 145Q (130730.160000 sec): 79 clusters
  Score: Raw -289229048.022501 + Penalty 279381.511855 = -288949666.510647
  nChanged 3572
Iteration 146Q (130978.820000 sec): 79 clusters
  Score: Raw -289229289.008571 + Penalty 279381.511855 = -288949907.496716
  nChanged 3366
Iteration 147Q (131235.170000 sec): 79 clusters
  Score: Raw -289229510.114450 + Penalty 279381.511855 = -288950128.602596
  nChanged 3181
Iteration 148Q (131496.620000 sec): 79 clusters
  Score: Raw -289229705.827391 + Penalty 279381.511855 = -288950324.315536
  nChanged 2970
Iteration 149Q (131725.470000 sec): 79 clusters
  Score: Raw -289229878.381280 + Penalty 279381.511855 = -288950496.869426
  nChanged 2776
Iteration 150Q (131978.790000 sec): 79 clusters
  Score: Raw -289230042.092520 + Penalty 279381.511855 = -288950660.580665
  nChanged 2604
Iteration 151Q (132236.370000 sec): 79 clusters
  Score: Raw -289230188.746973 + Penalty 279381.511855 = -288950807.235118
  nChanged 2495
Iteration 152Q (132482.860000 sec): 79 clusters
  Score: Raw -289230332.368004 + Penalty 279381.511855 = -288950950.856149
  nChanged 2444
Iteration 153Q (132727.860000 sec): 79 clusters
  Score: Raw -289230469.996056 + Penalty 279381.511855 = -288951088.484202
  nChanged 2337
Iteration 154Q (132987.570000 sec): 79 clusters
  Score: Raw -289230596.822306 + Penalty 279381.511855 = -288951215.310451
  nChanged 2221
Iteration 155Q (133247.850000 sec): 79 clusters
  Score: Raw -289230713.755391 + Penalty 279381.511855 = -288951332.243536
  nChanged 2114
Iteration 156Q (133510.370000 sec): 79 clusters
  Score: Raw -289230819.989857 + Penalty 279381.511855 = -288951438.478002
  nChanged 1968
Iteration 157Q (133769.650000 sec): 79 clusters
  Score: Raw -289230917.929868 + Penalty 279381.511855 = -288951536.418014
  nChanged 1898
Iteration 158Q (134011.040000 sec): 79 clusters
  Score: Raw -289231012.466840 + Penalty 279381.511855 = -288951630.954985
  nChanged 1890
Iteration 159Q (134271.230000 sec): 79 clusters
  Score: Raw -289231108.344518 + Penalty 279381.511855 = -288951726.832663
  nChanged 1774
Iteration 160F (134720.980000 sec): 79 clusters
  Score: Raw -289231200.387492 + Penalty 279381.511855 = -288951818.875637
  nChanged 1732
Iteration 161Q (135037.180000 sec): 79 clusters
  Score: Raw -289231291.032458 + Penalty 279381.511855 = -288951909.520603
  nChanged 1674
Iteration 162Q (135360.380000 sec): 79 clusters
  Score: Raw -289231377.499248 + Penalty 279381.511855 = -288951995.987393
  nChanged 1695
Iteration 163Q (135645.890000 sec): 79 clusters
  Score: Raw -289231466.282776 + Penalty 279381.511855 = -288952084.770922
  nChanged 1711
Iteration 164Q (135911.440000 sec): 79 clusters
  Score: Raw -289231551.176931 + Penalty 279381.511855 = -288952169.665076
  nChanged 1621
Iteration 165Q (136206.480000 sec): 79 clusters
  Score: Raw -289231628.856240 + Penalty 279381.511855 = -288952247.344385
  nChanged 1549
Iteration 166Q (136468.380000 sec): 79 clusters
  Score: Raw -289231705.059696 + Penalty 279381.511855 = -288952323.547842
  nChanged 1529
Iteration 167Q (136741.600000 sec): 79 clusters
  Score: Raw -289231783.101017 + Penalty 279381.511855 = -288952401.589163
  nChanged 1464
Iteration 168Q (136972.360000 sec): 79 clusters
  Score: Raw -289231854.143438 + Penalty 279381.511855 = -288952472.631584
  nChanged 1481
Iteration 169Q (137192.280000 sec): 79 clusters
  Score: Raw -289231927.567285 + Penalty 279381.511855 = -288952546.055430
  nChanged 1429
Iteration 170Q (137440.980000 sec): 79 clusters
  Score: Raw -289232001.329715 + Penalty 279381.511855 = -288952619.817860
  nChanged 1497
Iteration 171Q (137688.540000 sec): 79 clusters
  Score: Raw -289232078.871276 + Penalty 279381.511855 = -288952697.359421
  nChanged 1511
Iteration 172Q (137938.220000 sec): 79 clusters
  Score: Raw -289232156.052057 + Penalty 279381.511855 = -288952774.540202
  nChanged 1469
Iteration 173Q (138179.330000 sec): 79 clusters
  Score: Raw -289232229.413126 + Penalty 279381.511855 = -288952847.901272
  nChanged 1440
Iteration 174Q (138418.200000 sec): 79 clusters
  Score: Raw -289232299.292757 + Penalty 279381.511855 = -288952917.780903
  nChanged 1342
Iteration 175Q (138672.130000 sec): 79 clusters
  Score: Raw -289232367.282503 + Penalty 279381.511855 = -288952985.770648
  nChanged 1280
Iteration 176Q (138917.240000 sec): 79 clusters
  Score: Raw -289232431.058877 + Penalty 279381.511855 = -288953049.547022
  nChanged 1276
Iteration 177Q (139168.900000 sec): 79 clusters
  Score: Raw -289232496.337194 + Penalty 279381.511855 = -288953114.825339
  nChanged 1260
Iteration 178Q (139429.520000 sec): 79 clusters
  Score: Raw -289232559.443637 + Penalty 279381.511855 = -288953177.931782
  nChanged 1233
Writing temp clu file 
Because OldScore, -288953114.825339, is greater than current (better) Score,-288953177.931782 
 Compute initial score before splitting:   Score: Raw -289232559.443637 + Penalty 279381.511855 = -288953177.931782
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (16144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139431.380000 sec): 2 clusters
  Score: Raw -2416931.431299 + Penalty 2402.947328 = -2414528.483971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139431.690000 sec): 3 clusters
  Score: Raw -2407800.098623 + Penalty 4805.894656 = -2402994.203966
  nChanged 6964
		SP:Iteration 1F (139432.080000 sec): 3 clusters
  Score: Raw -2411602.593518 + Penalty 4805.894656 = -2406796.698861
  nChanged 1019
		SP:Iteration 2F (139432.420000 sec): 3 clusters
  Score: Raw -2412079.281114 + Penalty 4805.894656 = -2407273.386457
  nChanged 895
		SP:Iteration 3F (139432.710000 sec): 3 clusters
  Score: Raw -2412586.236454 + Penalty 4805.894656 = -2407780.341798
  nChanged 906
		SP:Iteration 4F (139433.040000 sec): 3 clusters
  Score: Raw -2413114.730951 + Penalty 4805.894656 = -2408308.836294
  nChanged 864
		SP:Iteration 5F (139433.340000 sec): 3 clusters
  Score: Raw -2413626.880870 + Penalty 4805.894656 = -2408820.986214
  nChanged 838
		SP:Iteration 6F (139433.630000 sec): 3 clusters
  Score: Raw -2414145.082951 + Penalty 4805.894656 = -2409339.188295
  nChanged 811
		SP:Iteration 7F (139433.900000 sec): 3 clusters
  Score: Raw -2414667.104794 + Penalty 4805.894656 = -2409861.210138
  nChanged 756
		SP:Iteration 8Q (139434.160000 sec): 3 clusters
  Score: Raw -2415145.966774 + Penalty 4805.894656 = -2410340.072117
  nChanged 671
		SP:Iteration 9Q (139434.470000 sec): 3 clusters
  Score: Raw -2415590.163769 + Penalty 4805.894656 = -2410784.269113
  nChanged 590
		SP:Iteration 10Q (139434.760000 sec): 3 clusters
  Score: Raw -2416008.870019 + Penalty 4805.894656 = -2411202.975363
  nChanged 540
		SP:Iteration 11Q (139435.090000 sec): 3 clusters
  Score: Raw -2416360.788865 + Penalty 4805.894656 = -2411554.894209
  nChanged 446
		SP:Iteration 12Q (139435.380000 sec): 3 clusters
  Score: Raw -2416651.848122 + Penalty 4805.894656 = -2411845.953466
  nChanged 362
		SP:Iteration 13Q (139435.600000 sec): 3 clusters
  Score: Raw -2416847.552922 + Penalty 4805.894656 = -2412041.658266
  nChanged 251
		SP:Iteration 14Q (139435.870000 sec): 3 clusters
  Score: Raw -2416972.411815 + Penalty 4805.894656 = -2412166.517159
  nChanged 184
		SP:Iteration 15Q (139436.140000 sec): 3 clusters
  Score: Raw -2417064.565336 + Penalty 4805.894656 = -2412258.670679
  nChanged 152
		SP:Iteration 16Q (139436.380000 sec): 3 clusters
  Score: Raw -2417140.919226 + Penalty 4805.894656 = -2412335.024569
  nChanged 148
		SP:Iteration 17Q (139436.640000 sec): 3 clusters
  Score: Raw -2417206.391840 + Penalty 4805.894656 = -2412400.497183
  nChanged 134
		SP:Iteration 18Q (139436.950000 sec): 3 clusters
  Score: Raw -2417270.684412 + Penalty 4805.894656 = -2412464.789756
  nChanged 130
		SP:Iteration 19Q (139437.220000 sec): 3 clusters
  Score: Raw -2417328.800885 + Penalty 4805.894656 = -2412522.906228
  nChanged 106
		SP:Iteration 20F (139437.530000 sec): 3 clusters
  Score: Raw -2417376.073353 + Penalty 4805.894656 = -2412570.178696
  nChanged 80
		SP:Iteration 21Q (139437.800000 sec): 3 clusters
  Score: Raw -2417413.925263 + Penalty 4805.894656 = -2412608.030607
  nChanged 74
		SP:Iteration 22Q (139438.130000 sec): 3 clusters
  Score: Raw -2417451.272825 + Penalty 4805.894656 = -2412645.378169
  nChanged 84
		SP:Iteration 23Q (139438.360000 sec): 3 clusters
  Score: Raw -2417490.672777 + Penalty 4805.894656 = -2412684.778121
  nChanged 80
		SP:Iteration 24Q (139438.590000 sec): 3 clusters
  Score: Raw -2417528.727861 + Penalty 4805.894656 = -2412722.833205
  nChanged 57
		SP:Iteration 25Q (139438.820000 sec): 3 clusters
  Score: Raw -2417550.428165 + Penalty 4805.894656 = -2412744.533509
  nChanged 45
		SP:Iteration 26Q (139439.050000 sec): 3 clusters
  Score: Raw -2417566.125808 + Penalty 4805.894656 = -2412760.231151
  nChanged 46
		SP:Iteration 27Q (139439.310000 sec): 3 clusters
  Score: Raw -2417590.084343 + Penalty 4805.894656 = -2412784.189687
  nChanged 52
		SP:Iteration 28Q (139439.570000 sec): 3 clusters
  Score: Raw -2417616.401157 + Penalty 4805.894656 = -2412810.506501
  nChanged 58
		SP:Iteration 29Q (139439.800000 sec): 3 clusters
  Score: Raw -2417640.387955 + Penalty 4805.894656 = -2412834.493299
  nChanged 44
		SP:Iteration 30Q (139440.030000 sec): 3 clusters
  Score: Raw -2417657.857187 + Penalty 4805.894656 = -2412851.962531
  nChanged 27
		SP:Iteration 31Q (139440.260000 sec): 3 clusters
  Score: Raw -2417666.522810 + Penalty 4805.894656 = -2412860.628154
  nChanged 27
		SP:Iteration 32Q (139440.570000 sec): 3 clusters
  Score: Raw -2417678.127540 + Penalty 4805.894656 = -2412872.232884
  nChanged 31
		SP:Iteration 33Q (139440.910000 sec): 3 clusters
  Score: Raw -2417692.859317 + Penalty 4805.894656 = -2412886.964661
  nChanged 30
		SP:Iteration 34Q (139441.200000 sec): 3 clusters
  Score: Raw -2417706.151471 + Penalty 4805.894656 = -2412900.256815
  nChanged 21
		SP:Iteration 35Q (139441.520000 sec): 3 clusters
  Score: Raw -2417718.746591 + Penalty 4805.894656 = -2412912.851935
  nChanged 25
		SP:Iteration 36Q (139441.810000 sec): 3 clusters
  Score: Raw -2417728.883964 + Penalty 4805.894656 = -2412922.989308
  nChanged 20
		SP:Iteration 37Q (139442.020000 sec): 3 clusters
  Score: Raw -2417736.883975 + Penalty 4805.894656 = -2412930.989319
  nChanged 21
		SP:Iteration 38Q (139442.370000 sec): 3 clusters
  Score: Raw -2417745.287732 + Penalty 4805.894656 = -2412939.393075
  nChanged 18
		SP:Iteration 39Q (139442.690000 sec): 3 clusters
  Score: Raw -2417751.161022 + Penalty 4805.894656 = -2412945.266366
  nChanged 21
		SP:Iteration 40F (139443.040000 sec): 3 clusters
  Score: Raw -2417758.174524 + Penalty 4805.894656 = -2412952.279868
  nChanged 16
		SP:Iteration 41Q (139443.300000 sec): 3 clusters
  Score: Raw -2417764.948912 + Penalty 4805.894656 = -2412959.054256
  nChanged 12
		SP:Iteration 42Q (139443.580000 sec): 3 clusters
  Score: Raw -2417770.236927 + Penalty 4805.894656 = -2412964.342271
  nChanged 16
		SP:Iteration 43Q (139443.840000 sec): 3 clusters
  Score: Raw -2417775.873216 + Penalty 4805.894656 = -2412969.978560
  nChanged 12
		SP:Iteration 44Q (139444.070000 sec): 3 clusters
  Score: Raw -2417779.797143 + Penalty 4805.894656 = -2412973.902487
  nChanged 11
		SP:Iteration 45Q (139444.340000 sec): 3 clusters
  Score: Raw -2417784.939162 + Penalty 4805.894656 = -2412979.044506
  nChanged 7
		SP:Iteration 46Q (139444.580000 sec): 3 clusters
  Score: Raw -2417788.798446 + Penalty 4805.894656 = -2412982.903789
  nChanged 7
		SP:Iteration 47Q (139444.870000 sec): 3 clusters
  Score: Raw -2417791.388201 + Penalty 4805.894656 = -2412985.493545
  nChanged 3
		SP:Iteration 48Q (139445.180000 sec): 3 clusters
  Score: Raw -2417792.773557 + Penalty 4805.894656 = -2412986.878901
  nChanged 4
		SP:Iteration 49Q (139445.450000 sec): 3 clusters
  Score: Raw -2417793.966639 + Penalty 4805.894656 = -2412988.071983
  nChanged 1
		SP:Iteration 50Q (139445.770000 sec): 3 clusters
  Score: Raw -2417794.275150 + Penalty 4805.894656 = -2412988.380494
  nChanged 0
		SP:Iteration 51F (139446.060000 sec): 3 clusters
  Score: Raw -2417794.275150 + Penalty 4805.894656 = -2412988.380494
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (12597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139446.180000 sec): 2 clusters
  Score: Raw -2031585.990857 + Penalty 2341.421064 = -2029244.569793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139446.420000 sec): 3 clusters
  Score: Raw -2024594.061954 + Penalty 4682.842129 = -2019911.219825
  nChanged 5383
		SP:Iteration 1F (139446.710000 sec): 3 clusters
  Score: Raw -2027442.021461 + Penalty 4682.842129 = -2022759.179333
  nChanged 788
		SP:Iteration 2F (139446.960000 sec): 3 clusters
  Score: Raw -2027866.002881 + Penalty 4682.842129 = -2023183.160752
  nChanged 740
		SP:Iteration 3F (139447.180000 sec): 3 clusters
  Score: Raw -2028335.348277 + Penalty 4682.842129 = -2023652.506148
  nChanged 720
		SP:Iteration 4F (139447.450000 sec): 3 clusters
  Score: Raw -2028833.501356 + Penalty 4682.842129 = -2024150.659227
  nChanged 708
		SP:Iteration 5F (139447.710000 sec): 3 clusters
  Score: Raw -2029392.076923 + Penalty 4682.842129 = -2024709.234794
  nChanged 727
		SP:Iteration 6F (139447.930000 sec): 3 clusters
  Score: Raw -2030042.222115 + Penalty 4682.842129 = -2025359.379987
  nChanged 788
		SP:Iteration 7F (139448.150000 sec): 3 clusters
  Score: Raw -2030747.814433 + Penalty 4682.842129 = -2026064.972304
  nChanged 718
		SP:Iteration 8F (139448.460000 sec): 3 clusters
  Score: Raw -2031314.354472 + Penalty 4682.842129 = -2026631.512343
  nChanged 574
		SP:Iteration 9Q (139448.670000 sec): 3 clusters
  Score: Raw -2031731.640642 + Penalty 4682.842129 = -2027048.798513
  nChanged 452
		SP:Iteration 10Q (139448.910000 sec): 3 clusters
  Score: Raw -2031982.859985 + Penalty 4682.842129 = -2027300.017856
  nChanged 342
		SP:Iteration 11Q (139449.220000 sec): 3 clusters
  Score: Raw -2032143.592983 + Penalty 4682.842129 = -2027460.750855
  nChanged 262
		SP:Iteration 12Q (139449.550000 sec): 3 clusters
  Score: Raw -2032258.580727 + Penalty 4682.842129 = -2027575.738599
  nChanged 210
		SP:Iteration 13Q (139449.790000 sec): 3 clusters
  Score: Raw -2032348.638715 + Penalty 4682.842129 = -2027665.796586
  nChanged 180
		SP:Iteration 14Q (139450.050000 sec): 3 clusters
  Score: Raw -2032423.573162 + Penalty 4682.842129 = -2027740.731033
  nChanged 157
		SP:Iteration 15Q (139450.360000 sec): 3 clusters
  Score: Raw -2032476.087950 + Penalty 4682.842129 = -2027793.245821
  nChanged 112
		SP:Iteration 16Q (139450.620000 sec): 3 clusters
  Score: Raw -2032509.264663 + Penalty 4682.842129 = -2027826.422535
  nChanged 103
		SP:Iteration 17Q (139450.880000 sec): 3 clusters
  Score: Raw -2032536.706469 + Penalty 4682.842129 = -2027853.864340
  nChanged 89
		SP:Iteration 18Q (139451.150000 sec): 3 clusters
  Score: Raw -2032557.960868 + Penalty 4682.842129 = -2027875.118739
  nChanged 68
		SP:Iteration 19Q (139451.420000 sec): 3 clusters
  Score: Raw -2032573.020720 + Penalty 4682.842129 = -2027890.178592
  nChanged 63
		SP:Iteration 20F (139451.700000 sec): 3 clusters
  Score: Raw -2032590.460450 + Penalty 4682.842129 = -2027907.618321
  nChanged 65
		SP:Iteration 21Q (139451.960000 sec): 3 clusters
  Score: Raw -2032607.713536 + Penalty 4682.842129 = -2027924.871407
  nChanged 73
		SP:Iteration 22Q (139452.260000 sec): 3 clusters
  Score: Raw -2032628.428710 + Penalty 4682.842129 = -2027945.586581
  nChanged 71
		SP:Iteration 23Q (139452.550000 sec): 3 clusters
  Score: Raw -2032647.547158 + Penalty 4682.842129 = -2027964.705030
  nChanged 81
		SP:Iteration 24Q (139452.830000 sec): 3 clusters
  Score: Raw -2032666.805506 + Penalty 4682.842129 = -2027983.963378
  nChanged 69
		SP:Iteration 25Q (139453.170000 sec): 3 clusters
  Score: Raw -2032682.852889 + Penalty 4682.842129 = -2028000.010760
  nChanged 61
		SP:Iteration 26Q (139453.550000 sec): 3 clusters
  Score: Raw -2032697.260467 + Penalty 4682.842129 = -2028014.418338
  nChanged 55
		SP:Iteration 27Q (139453.880000 sec): 3 clusters
  Score: Raw -2032710.449962 + Penalty 4682.842129 = -2028027.607833
  nChanged 58
		SP:Iteration 28Q (139454.170000 sec): 3 clusters
  Score: Raw -2032723.332874 + Penalty 4682.842129 = -2028040.490745
  nChanged 55
		SP:Iteration 29Q (139454.380000 sec): 3 clusters
  Score: Raw -2032737.016806 + Penalty 4682.842129 = -2028054.174677
  nChanged 58
		SP:Iteration 30Q (139454.670000 sec): 3 clusters
  Score: Raw -2032752.686992 + Penalty 4682.842129 = -2028069.844863
  nChanged 62
		SP:Iteration 31Q (139455.010000 sec): 3 clusters
  Score: Raw -2032771.910404 + Penalty 4682.842129 = -2028089.068276
  nChanged 74
		SP:Iteration 32Q (139455.310000 sec): 3 clusters
  Score: Raw -2032796.214863 + Penalty 4682.842129 = -2028113.372734
  nChanged 93
		SP:Iteration 33Q (139455.620000 sec): 3 clusters
  Score: Raw -2032831.441706 + Penalty 4682.842129 = -2028148.599577
  nChanged 89
		SP:Iteration 34Q (139455.890000 sec): 3 clusters
  Score: Raw -2032863.866455 + Penalty 4682.842129 = -2028181.024327
  nChanged 76
		SP:Iteration 35Q (139456.150000 sec): 3 clusters
  Score: Raw -2032887.350956 + Penalty 4682.842129 = -2028204.508827
  nChanged 61
		SP:Iteration 36Q (139456.430000 sec): 3 clusters
  Score: Raw -2032906.698664 + Penalty 4682.842129 = -2028223.856535
  nChanged 60
		SP:Iteration 37Q (139456.730000 sec): 3 clusters
  Score: Raw -2032922.489075 + Penalty 4682.842129 = -2028239.646946
  nChanged 53
		SP:Iteration 38Q (139457.050000 sec): 3 clusters
  Score: Raw -2032938.031318 + Penalty 4682.842129 = -2028255.189189
  nChanged 54
		SP:Iteration 39Q (139457.330000 sec): 3 clusters
  Score: Raw -2032954.042175 + Penalty 4682.842129 = -2028271.200046
  nChanged 51
		SP:Iteration 40F (139457.610000 sec): 3 clusters
  Score: Raw -2032967.255235 + Penalty 4682.842129 = -2028284.413106
  nChanged 40
		SP:Iteration 41Q (139457.830000 sec): 3 clusters
  Score: Raw -2032977.747389 + Penalty 4682.842129 = -2028294.905260
  nChanged 39
		SP:Iteration 42Q (139458.150000 sec): 3 clusters
  Score: Raw -2032987.861814 + Penalty 4682.842129 = -2028305.019685
  nChanged 39
		SP:Iteration 43Q (139458.420000 sec): 3 clusters
  Score: Raw -2032997.724655 + Penalty 4682.842129 = -2028314.882526
  nChanged 26
		SP:Iteration 44Q (139458.660000 sec): 3 clusters
  Score: Raw -2033002.324159 + Penalty 4682.842129 = -2028319.482030
  nChanged 22
		SP:Iteration 45Q (139459.010000 sec): 3 clusters
  Score: Raw -2033006.319592 + Penalty 4682.842129 = -2028323.477463
  nChanged 16
		SP:Iteration 46Q (139459.310000 sec): 3 clusters
  Score: Raw -2033009.071754 + Penalty 4682.842129 = -2028326.229625
  nChanged 13
		SP:Iteration 47Q (139459.540000 sec): 3 clusters
  Score: Raw -2033011.326411 + Penalty 4682.842129 = -2028328.484283
  nChanged 13
		SP:Iteration 48Q (139459.900000 sec): 3 clusters
  Score: Raw -2033013.026137 + Penalty 4682.842129 = -2028330.184008
  nChanged 12
		SP:Iteration 49Q (139460.180000 sec): 3 clusters
  Score: Raw -2033015.088147 + Penalty 4682.842129 = -2028332.246018
  nChanged 12
		SP:Iteration 50Q (139460.500000 sec): 3 clusters
  Score: Raw -2033016.921036 + Penalty 4682.842129 = -2028334.078907
  nChanged 14
		SP:Iteration 51Q (139460.770000 sec): 3 clusters
  Score: Raw -2033020.173483 + Penalty 4682.842129 = -2028337.331354
  nChanged 14
		SP:Iteration 52Q (139460.990000 sec): 3 clusters
  Score: Raw -2033022.881113 + Penalty 4682.842129 = -2028340.038984
  nChanged 14
		SP:Iteration 53Q (139461.260000 sec): 3 clusters
  Score: Raw -2033025.264450 + Penalty 4682.842129 = -2028342.422321
  nChanged 17
		SP:Iteration 54Q (139461.630000 sec): 3 clusters
  Score: Raw -2033028.846184 + Penalty 4682.842129 = -2028346.004055
  nChanged 15
		SP:Iteration 55Q (139461.900000 sec): 3 clusters
  Score: Raw -2033032.219064 + Penalty 4682.842129 = -2028349.376936
  nChanged 13
		SP:Iteration 56Q (139462.160000 sec): 3 clusters
  Score: Raw -2033034.813006 + Penalty 4682.842129 = -2028351.970877
  nChanged 15
		SP:Iteration 57Q (139462.400000 sec): 3 clusters
  Score: Raw -2033037.819236 + Penalty 4682.842129 = -2028354.977107
  nChanged 8
		SP:Iteration 58Q (139462.720000 sec): 3 clusters
  Score: Raw -2033039.090231 + Penalty 4682.842129 = -2028356.248103
  nChanged 8
		SP:Iteration 59Q (139463.050000 sec): 3 clusters
  Score: Raw -2033040.168704 + Penalty 4682.842129 = -2028357.326575
  nChanged 6
		SP:Iteration 60F (139463.260000 sec): 3 clusters
  Score: Raw -2033041.111767 + Penalty 4682.842129 = -2028358.269638
  nChanged 5
		SP:Iteration 61Q (139463.490000 sec): 3 clusters
  Score: Raw -2033041.799467 + Penalty 4682.842129 = -2028358.957339
  nChanged 4
		SP:Iteration 62Q (139463.690000 sec): 3 clusters
  Score: Raw -2033042.414555 + Penalty 4682.842129 = -2028359.572426
  nChanged 2
		SP:Iteration 63Q (139463.850000 sec): 3 clusters
  Score: Raw -2033042.741892 + Penalty 4682.842129 = -2028359.899763
  nChanged 3
		SP:Iteration 64Q (139464.040000 sec): 3 clusters
  Score: Raw -2033043.082897 + Penalty 4682.842129 = -2028360.240768
  nChanged 3
		SP:Iteration 65Q (139464.290000 sec): 3 clusters
  Score: Raw -2033043.439690 + Penalty 4682.842129 = -2028360.597561
  nChanged 4
		SP:Iteration 66Q (139464.560000 sec): 3 clusters
  Score: Raw -2033043.733991 + Penalty 4682.842129 = -2028360.891862
  nChanged 3
		SP:Iteration 67Q (139464.780000 sec): 3 clusters
  Score: Raw -2033044.005058 + Penalty 4682.842129 = -2028361.162929
  nChanged 0
		SP:Iteration 68F (139465.010000 sec): 3 clusters
  Score: Raw -2033044.005058 + Penalty 4682.842129 = -2028361.162929
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139465.090000 sec): 2 clusters
  Score: Raw -111269.803742 + Penalty 1646.364812 = -109623.438930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139465.250000 sec): 3 clusters
  Score: Raw -111294.852022 + Penalty 3292.729623 = -108002.122399
  nChanged 209
		SP:Iteration 1F (139465.400000 sec): 3 clusters
  Score: Raw -111661.446984 + Penalty 3292.729623 = -108368.717360
  nChanged 71
		SP:Iteration 2F (139465.540000 sec): 3 clusters
  Score: Raw -111823.151877 + Penalty 3292.729623 = -108530.422253
  nChanged 35
		SP:Iteration 3Q (139465.690000 sec): 3 clusters
  Score: Raw -111923.763632 + Penalty 3292.729623 = -108631.034008
  nChanged 21
		SP:Iteration 4Q (139465.790000 sec): 3 clusters
  Score: Raw -111967.439565 + Penalty 3292.729623 = -108674.709941
  nChanged 10
		SP:Iteration 5Q (139465.900000 sec): 3 clusters
  Score: Raw -111999.285424 + Penalty 3292.729623 = -108706.555801
  nChanged 8
		SP:Iteration 6Q (139466.040000 sec): 3 clusters
  Score: Raw -112016.197934 + Penalty 3292.729623 = -108723.468310
  nChanged 11
		SP:Iteration 7Q (139466.190000 sec): 3 clusters
  Score: Raw -112033.929485 + Penalty 3292.729623 = -108741.199862
  nChanged 5
		SP:Iteration 8Q (139466.330000 sec): 3 clusters
  Score: Raw -112042.283345 + Penalty 3292.729623 = -108749.553721
  nChanged 2
		SP:Iteration 9Q (139466.470000 sec): 3 clusters
  Score: Raw -112043.553524 + Penalty 3292.729623 = -108750.823900
  nChanged 1
		SP:Iteration 10Q (139466.660000 sec): 3 clusters
  Score: Raw -112044.141412 + Penalty 3292.729623 = -108751.411789
  nChanged 0
		SP:Iteration 11F (139466.810000 sec): 3 clusters
  Score: Raw -112044.141412 + Penalty 3292.729623 = -108751.411789
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (16870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139467.100000 sec): 2 clusters
  Score: Raw -2466578.183329 + Penalty 2413.856460 = -2464164.326869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139467.400000 sec): 3 clusters
  Score: Raw -2457026.367711 + Penalty 4827.712919 = -2452198.654792
  nChanged 7263
		SP:Iteration 1F (139467.680000 sec): 3 clusters
  Score: Raw -2461061.179233 + Penalty 4827.712919 = -2456233.466314
  nChanged 1088
		SP:Iteration 2F (139468.000000 sec): 3 clusters
  Score: Raw -2461644.888663 + Penalty 4827.712919 = -2456817.175744
  nChanged 1040
		SP:Iteration 3F (139468.300000 sec): 3 clusters
  Score: Raw -2462238.552070 + Penalty 4827.712919 = -2457410.839151
  nChanged 984
		SP:Iteration 4F (139468.550000 sec): 3 clusters
  Score: Raw -2462851.586469 + Penalty 4827.712919 = -2458023.873550
  nChanged 996
		SP:Iteration 5F (139468.830000 sec): 3 clusters
  Score: Raw -2463475.073057 + Penalty 4827.712919 = -2458647.360138
  nChanged 929
		SP:Iteration 6F (139469.160000 sec): 3 clusters
  Score: Raw -2464023.583664 + Penalty 4827.712919 = -2459195.870745
  nChanged 836
		SP:Iteration 7Q (139469.440000 sec): 3 clusters
  Score: Raw -2464504.858552 + Penalty 4827.712919 = -2459677.145633
  nChanged 750
		SP:Iteration 8Q (139469.780000 sec): 3 clusters
  Score: Raw -2464920.211977 + Penalty 4827.712919 = -2460092.499058
  nChanged 636
		SP:Iteration 9Q (139470.020000 sec): 3 clusters
  Score: Raw -2465259.835404 + Penalty 4827.712919 = -2460432.122485
  nChanged 568
		SP:Iteration 10Q (139470.340000 sec): 3 clusters
  Score: Raw -2465556.059899 + Penalty 4827.712919 = -2460728.346980
  nChanged 466
		SP:Iteration 11Q (139470.600000 sec): 3 clusters
  Score: Raw -2465793.626320 + Penalty 4827.712919 = -2460965.913401
  nChanged 401
		SP:Iteration 12Q (139470.940000 sec): 3 clusters
  Score: Raw -2466011.074331 + Penalty 4827.712919 = -2461183.361412
  nChanged 400
		SP:Iteration 13Q (139471.310000 sec): 3 clusters
  Score: Raw -2466244.602057 + Penalty 4827.712919 = -2461416.889138
  nChanged 368
		SP:Iteration 14Q (139471.610000 sec): 3 clusters
  Score: Raw -2466470.344414 + Penalty 4827.712919 = -2461642.631495
  nChanged 303
		SP:Iteration 15Q (139471.960000 sec): 3 clusters
  Score: Raw -2466661.627469 + Penalty 4827.712919 = -2461833.914550
  nChanged 248
		SP:Iteration 16Q (139472.260000 sec): 3 clusters
  Score: Raw -2466810.745381 + Penalty 4827.712919 = -2461983.032462
  nChanged 203
		SP:Iteration 17Q (139472.520000 sec): 3 clusters
  Score: Raw -2466925.033387 + Penalty 4827.712919 = -2462097.320468
  nChanged 152
		SP:Iteration 18Q (139472.830000 sec): 3 clusters
  Score: Raw -2467006.994957 + Penalty 4827.712919 = -2462179.282038
  nChanged 120
		SP:Iteration 19Q (139473.170000 sec): 3 clusters
  Score: Raw -2467076.943246 + Penalty 4827.712919 = -2462249.230327
  nChanged 98
		SP:Iteration 20F (139473.500000 sec): 3 clusters
  Score: Raw -2467127.881090 + Penalty 4827.712919 = -2462300.168171
  nChanged 85
		SP:Iteration 21Q (139473.840000 sec): 3 clusters
  Score: Raw -2467176.179330 + Penalty 4827.712919 = -2462348.466411
  nChanged 76
		SP:Iteration 22Q (139474.140000 sec): 3 clusters
  Score: Raw -2467222.176318 + Penalty 4827.712919 = -2462394.463399
  nChanged 58
		SP:Iteration 23Q (139474.490000 sec): 3 clusters
  Score: Raw -2467249.967582 + Penalty 4827.712919 = -2462422.254663
  nChanged 53
		SP:Iteration 24Q (139474.840000 sec): 3 clusters
  Score: Raw -2467278.030030 + Penalty 4827.712919 = -2462450.317111
  nChanged 44
		SP:Iteration 25Q (139475.200000 sec): 3 clusters
  Score: Raw -2467300.408181 + Penalty 4827.712919 = -2462472.695262
  nChanged 34
		SP:Iteration 26Q (139475.540000 sec): 3 clusters
  Score: Raw -2467317.277505 + Penalty 4827.712919 = -2462489.564586
  nChanged 25
		SP:Iteration 27Q (139475.840000 sec): 3 clusters
  Score: Raw -2467328.727777 + Penalty 4827.712919 = -2462501.014858
  nChanged 24
		SP:Iteration 28Q (139476.180000 sec): 3 clusters
  Score: Raw -2467338.154471 + Penalty 4827.712919 = -2462510.441552
  nChanged 17
		SP:Iteration 29Q (139476.530000 sec): 3 clusters
  Score: Raw -2467345.203301 + Penalty 4827.712919 = -2462517.490382
  nChanged 12
		SP:Iteration 30Q (139476.860000 sec): 3 clusters
  Score: Raw -2467350.150418 + Penalty 4827.712919 = -2462522.437499
  nChanged 10
		SP:Iteration 31Q (139477.190000 sec): 3 clusters
  Score: Raw -2467354.887905 + Penalty 4827.712919 = -2462527.174986
  nChanged 13
		SP:Iteration 32Q (139477.500000 sec): 3 clusters
  Score: Raw -2467359.756656 + Penalty 4827.712919 = -2462532.043737
  nChanged 11
		SP:Iteration 33Q (139477.830000 sec): 3 clusters
  Score: Raw -2467363.450631 + Penalty 4827.712919 = -2462535.737712
  nChanged 6
		SP:Iteration 34Q (139478.160000 sec): 3 clusters
  Score: Raw -2467366.178392 + Penalty 4827.712919 = -2462538.465473
  nChanged 3
		SP:Iteration 35Q (139478.520000 sec): 3 clusters
  Score: Raw -2467367.499128 + Penalty 4827.712919 = -2462539.786209
  nChanged 1
		SP:Iteration 36Q (139478.860000 sec): 3 clusters
  Score: Raw -2467367.644165 + Penalty 4827.712919 = -2462539.931246
  nChanged 0
		SP:Iteration 37F (139479.210000 sec): 3 clusters
  Score: Raw -2467367.644165 + Penalty 4827.712919 = -2462539.931246
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (273815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139481.040000 sec): 2 clusters
  Score: Raw -43779757.410291 + Penalty 3105.011578 = -43776652.398713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139483.170000 sec): 3 clusters
  Score: Raw -43599133.922183 + Penalty 6210.023156 = -43592923.899027
  nChanged 132370
		SP:Iteration 1F (139485.400000 sec): 3 clusters
  Score: Raw -43678992.418978 + Penalty 6210.023156 = -43672782.395822
  nChanged 10860
		SP:Iteration 2Q (139487.900000 sec): 3 clusters
  Score: Raw -43682725.180450 + Penalty 6210.023156 = -43676515.157295
  nChanged 14620
		SP:Iteration 3F (139490.180000 sec): 3 clusters
  Score: Raw -43689792.038801 + Penalty 6210.023156 = -43683582.015645
  nChanged 19733
		SP:Iteration 4F (139492.360000 sec): 3 clusters
  Score: Raw -43702867.513285 + Penalty 6210.023156 = -43696657.490129
  nChanged 24372
		SP:Iteration 5F (139494.660000 sec): 3 clusters
  Score: Raw -43723698.034642 + Penalty 6210.023156 = -43717488.011487
  nChanged 24915
		SP:Iteration 6F (139496.930000 sec): 3 clusters
  Score: Raw -43748699.360128 + Penalty 6210.023156 = -43742489.336972
  nChanged 18577
		SP:Iteration 7F (139499.100000 sec): 3 clusters
  Score: Raw -43768309.851132 + Penalty 6210.023156 = -43762099.827976
  nChanged 8586
		SP:Iteration 8Q (139501.880000 sec): 3 clusters
  Score: Raw -43776895.131742 + Penalty 6210.023156 = -43770685.108587
  nChanged 2466
		SP:Iteration 9Q (139504.220000 sec): 3 clusters
  Score: Raw -43779227.824048 + Penalty 6210.023156 = -43773017.800892
  nChanged 568
		SP:Iteration 10Q (139506.420000 sec): 3 clusters
  Score: Raw -43779833.284823 + Penalty 6210.023156 = -43773623.261667
  nChanged 133
		SP:Iteration 11Q (139508.650000 sec): 3 clusters
  Score: Raw -43780017.553739 + Penalty 6210.023156 = -43773807.530583
  nChanged 54
		SP:Iteration 12Q (139510.850000 sec): 3 clusters
  Score: Raw -43780082.516360 + Penalty 6210.023156 = -43773872.493204
  nChanged 30
		SP:Iteration 13Q (139512.610000 sec): 3 clusters
  Score: Raw -43780119.815337 + Penalty 6210.023156 = -43773909.792182
  nChanged 20
		SP:Iteration 14Q (139514.430000 sec): 3 clusters
  Score: Raw -43780150.864706 + Penalty 6210.023156 = -43773940.841550
  nChanged 18
		SP:Iteration 15Q (139516.330000 sec): 3 clusters
  Score: Raw -43780175.283498 + Penalty 6210.023156 = -43773965.260343
  nChanged 13
		SP:Iteration 16Q (139518.230000 sec): 3 clusters
  Score: Raw -43780190.897161 + Penalty 6210.023156 = -43773980.874005
  nChanged 3
		SP:Iteration 17Q (139519.910000 sec): 3 clusters
  Score: Raw -43780194.478801 + Penalty 6210.023156 = -43773984.455645
  nChanged 4
		SP:Iteration 18Q (139521.600000 sec): 3 clusters
  Score: Raw -43780197.199445 + Penalty 6210.023156 = -43773987.176290
  nChanged 2
		SP:Iteration 19Q (139523.600000 sec): 3 clusters
  Score: Raw -43780200.694935 + Penalty 6210.023156 = -43773990.671779
  nChanged 2
		SP:Iteration 20F (139525.690000 sec): 3 clusters
  Score: Raw -43780203.950098 + Penalty 6210.023156 = -43773993.926943
  nChanged 1
		SP:Iteration 21Q (139527.540000 sec): 3 clusters
  Score: Raw -43780205.153114 + Penalty 6210.023156 = -43773995.129958
  nChanged 1
		SP:Iteration 22Q (139529.380000 sec): 3 clusters
  Score: Raw -43780206.268157 + Penalty 6210.023156 = -43773996.245002
  nChanged 1
		SP:Iteration 23Q (139531.180000 sec): 3 clusters
  Score: Raw -43780207.388017 + Penalty 6210.023156 = -43773997.364861
  nChanged 0
		SP:Iteration 24F (139533.250000 sec): 3 clusters
  Score: Raw -43780207.388017 + Penalty 6210.023156 = -43773997.364861
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (7679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139533.530000 sec): 2 clusters
  Score: Raw -1223872.776093 + Penalty 2218.668663 = -1221654.107430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139533.810000 sec): 3 clusters
  Score: Raw -1219910.553875 + Penalty 4437.337326 = -1215473.216549
  nChanged 3080
		SP:Iteration 1F (139534.050000 sec): 3 clusters
  Score: Raw -1221543.085415 + Penalty 4437.337326 = -1217105.748089
  nChanged 556
		SP:Iteration 2F (139534.290000 sec): 3 clusters
  Score: Raw -1221826.023876 + Penalty 4437.337326 = -1217388.686550
  nChanged 423
		SP:Iteration 3F (139534.510000 sec): 3 clusters
  Score: Raw -1222020.051982 + Penalty 4437.337326 = -1217582.714656
  nChanged 338
		SP:Iteration 4Q (139534.740000 sec): 3 clusters
  Score: Raw -1222157.472625 + Penalty 4437.337326 = -1217720.135299
  nChanged 262
		SP:Iteration 5Q (139535.040000 sec): 3 clusters
  Score: Raw -1222271.673504 + Penalty 4437.337326 = -1217834.336178
  nChanged 230
		SP:Iteration 6Q (139535.280000 sec): 3 clusters
  Score: Raw -1222371.546193 + Penalty 4437.337326 = -1217934.208867
  nChanged 235
		SP:Iteration 7Q (139535.540000 sec): 3 clusters
  Score: Raw -1222483.358003 + Penalty 4437.337326 = -1218046.020677
  nChanged 255
		SP:Iteration 8Q (139535.730000 sec): 3 clusters
  Score: Raw -1222606.903414 + Penalty 4437.337326 = -1218169.566088
  nChanged 256
		SP:Iteration 9Q (139535.980000 sec): 3 clusters
  Score: Raw -1222737.865337 + Penalty 4437.337326 = -1218300.528011
  nChanged 247
		SP:Iteration 10Q (139536.240000 sec): 3 clusters
  Score: Raw -1222854.596299 + Penalty 4437.337326 = -1218417.258973
  nChanged 224
		SP:Iteration 11Q (139536.380000 sec): 3 clusters
  Score: Raw -1222964.033580 + Penalty 4437.337326 = -1218526.696253
  nChanged 225
		SP:Iteration 12Q (139536.660000 sec): 3 clusters
  Score: Raw -1223070.256245 + Penalty 4437.337326 = -1218632.918918
  nChanged 204
		SP:Iteration 13Q (139536.900000 sec): 3 clusters
  Score: Raw -1223162.088477 + Penalty 4437.337326 = -1218724.751151
  nChanged 181
		SP:Iteration 14Q (139537.100000 sec): 3 clusters
  Score: Raw -1223246.447328 + Penalty 4437.337326 = -1218809.110002
  nChanged 162
		SP:Iteration 15Q (139537.390000 sec): 3 clusters
  Score: Raw -1223320.011728 + Penalty 4437.337326 = -1218882.674402
  nChanged 147
		SP:Iteration 16Q (139537.630000 sec): 3 clusters
  Score: Raw -1223383.960080 + Penalty 4437.337326 = -1218946.622754
  nChanged 129
		SP:Iteration 17Q (139537.930000 sec): 3 clusters
  Score: Raw -1223436.924323 + Penalty 4437.337326 = -1218999.586997
  nChanged 115
		SP:Iteration 18Q (139538.270000 sec): 3 clusters
  Score: Raw -1223480.266743 + Penalty 4437.337326 = -1219042.929417
  nChanged 100
		SP:Iteration 19Q (139538.520000 sec): 3 clusters
  Score: Raw -1223521.793641 + Penalty 4437.337326 = -1219084.456315
  nChanged 103
		SP:Iteration 20F (139538.760000 sec): 3 clusters
  Score: Raw -1223562.840028 + Penalty 4437.337326 = -1219125.502701
  nChanged 86
		SP:Iteration 21Q (139538.980000 sec): 3 clusters
  Score: Raw -1223590.817113 + Penalty 4437.337326 = -1219153.479787
  nChanged 58
		SP:Iteration 22Q (139539.140000 sec): 3 clusters
  Score: Raw -1223605.591142 + Penalty 4437.337326 = -1219168.253816
  nChanged 47
		SP:Iteration 23Q (139539.290000 sec): 3 clusters
  Score: Raw -1223617.982749 + Penalty 4437.337326 = -1219180.645423
  nChanged 37
		SP:Iteration 24Q (139539.430000 sec): 3 clusters
  Score: Raw -1223627.467394 + Penalty 4437.337326 = -1219190.130068
  nChanged 31
		SP:Iteration 25Q (139539.560000 sec): 3 clusters
  Score: Raw -1223634.990545 + Penalty 4437.337326 = -1219197.653219
  nChanged 31
		SP:Iteration 26Q (139539.790000 sec): 3 clusters
  Score: Raw -1223643.156402 + Penalty 4437.337326 = -1219205.819075
  nChanged 29
		SP:Iteration 27Q (139539.960000 sec): 3 clusters
  Score: Raw -1223650.812315 + Penalty 4437.337326 = -1219213.474989
  nChanged 27
		SP:Iteration 28Q (139540.160000 sec): 3 clusters
  Score: Raw -1223659.208114 + Penalty 4437.337326 = -1219221.870788
  nChanged 28
		SP:Iteration 29Q (139540.340000 sec): 3 clusters
  Score: Raw -1223665.697780 + Penalty 4437.337326 = -1219228.360454
  nChanged 21
		SP:Iteration 30Q (139540.490000 sec): 3 clusters
  Score: Raw -1223671.219639 + Penalty 4437.337326 = -1219233.882313
  nChanged 20
		SP:Iteration 31Q (139540.620000 sec): 3 clusters
  Score: Raw -1223676.238517 + Penalty 4437.337326 = -1219238.901190
  nChanged 17
		SP:Iteration 32Q (139540.750000 sec): 3 clusters
  Score: Raw -1223680.880211 + Penalty 4437.337326 = -1219243.542885
  nChanged 21
		SP:Iteration 33Q (139540.980000 sec): 3 clusters
  Score: Raw -1223686.988872 + Penalty 4437.337326 = -1219249.651546
  nChanged 22
		SP:Iteration 34Q (139541.170000 sec): 3 clusters
  Score: Raw -1223692.158807 + Penalty 4437.337326 = -1219254.821481
  nChanged 20
		SP:Iteration 35Q (139541.370000 sec): 3 clusters
  Score: Raw -1223697.087520 + Penalty 4437.337326 = -1219259.750193
  nChanged 19
		SP:Iteration 36Q (139541.570000 sec): 3 clusters
  Score: Raw -1223702.586618 + Penalty 4437.337326 = -1219265.249292
  nChanged 15
		SP:Iteration 37Q (139541.770000 sec): 3 clusters
  Score: Raw -1223705.929063 + Penalty 4437.337326 = -1219268.591737
  nChanged 13
		SP:Iteration 38Q (139542.020000 sec): 3 clusters
  Score: Raw -1223710.118396 + Penalty 4437.337326 = -1219272.781070
  nChanged 13
		SP:Iteration 39Q (139542.300000 sec): 3 clusters
  Score: Raw -1223713.707379 + Penalty 4437.337326 = -1219276.370052
  nChanged 19
		SP:Iteration 40F (139542.490000 sec): 3 clusters
  Score: Raw -1223718.724320 + Penalty 4437.337326 = -1219281.386994
  nChanged 16
		SP:Iteration 41Q (139542.660000 sec): 3 clusters
  Score: Raw -1223723.181100 + Penalty 4437.337326 = -1219285.843774
  nChanged 13
		SP:Iteration 42Q (139542.860000 sec): 3 clusters
  Score: Raw -1223727.056095 + Penalty 4437.337326 = -1219289.718769
  nChanged 17
		SP:Iteration 43Q (139543.080000 sec): 3 clusters
  Score: Raw -1223731.819657 + Penalty 4437.337326 = -1219294.482330
  nChanged 13
		SP:Iteration 44Q (139543.270000 sec): 3 clusters
  Score: Raw -1223735.376705 + Penalty 4437.337326 = -1219298.039378
  nChanged 14
		SP:Iteration 45Q (139543.470000 sec): 3 clusters
  Score: Raw -1223738.193888 + Penalty 4437.337326 = -1219300.856562
  nChanged 5
		SP:Iteration 46Q (139543.680000 sec): 3 clusters
  Score: Raw -1223739.006714 + Penalty 4437.337326 = -1219301.669388
  nChanged 3
		SP:Iteration 47Q (139543.910000 sec): 3 clusters
  Score: Raw -1223739.541487 + Penalty 4437.337326 = -1219302.204160
  nChanged 4
		SP:Iteration 48Q (139544.100000 sec): 3 clusters
  Score: Raw -1223740.371346 + Penalty 4437.337326 = -1219303.034019
  nChanged 3
		SP:Iteration 49Q (139544.320000 sec): 3 clusters
  Score: Raw -1223740.970127 + Penalty 4437.337326 = -1219303.632800
  nChanged 3
		SP:Iteration 50Q (139544.520000 sec): 3 clusters
  Score: Raw -1223741.335742 + Penalty 4437.337326 = -1219303.998416
  nChanged 2
		SP:Iteration 51Q (139544.720000 sec): 3 clusters
  Score: Raw -1223741.707293 + Penalty 4437.337326 = -1219304.369967
  nChanged 3
		SP:Iteration 52Q (139544.900000 sec): 3 clusters
  Score: Raw -1223742.152981 + Penalty 4437.337326 = -1219304.815655
  nChanged 4
		SP:Iteration 53Q (139545.100000 sec): 3 clusters
  Score: Raw -1223742.635064 + Penalty 4437.337326 = -1219305.297738
  nChanged 1
		SP:Iteration 54Q (139545.310000 sec): 3 clusters
  Score: Raw -1223742.862026 + Penalty 4437.337326 = -1219305.524700
  nChanged 2
		SP:Iteration 55Q (139545.560000 sec): 3 clusters
  Score: Raw -1223743.488882 + Penalty 4437.337326 = -1219306.151556
  nChanged 1
		SP:Iteration 56Q (139545.720000 sec): 3 clusters
  Score: Raw -1223743.607356 + Penalty 4437.337326 = -1219306.270029
  nChanged 1
		SP:Iteration 57Q (139545.910000 sec): 3 clusters
  Score: Raw -1223743.800297 + Penalty 4437.337326 = -1219306.462971
  nChanged 1
		SP:Iteration 58Q (139546.110000 sec): 3 clusters
  Score: Raw -1223744.194445 + Penalty 4437.337326 = -1219306.857119
  nChanged 3
		SP:Iteration 59Q (139546.280000 sec): 3 clusters
  Score: Raw -1223744.759363 + Penalty 4437.337326 = -1219307.422036
  nChanged 2
		SP:Iteration 60F (139546.450000 sec): 3 clusters
  Score: Raw -1223745.155637 + Penalty 4437.337326 = -1219307.818311
  nChanged 3
		SP:Iteration 61Q (139546.640000 sec): 3 clusters
  Score: Raw -1223746.051496 + Penalty 4437.337326 = -1219308.714170
  nChanged 4
		SP:Iteration 62Q (139546.870000 sec): 3 clusters
  Score: Raw -1223747.377358 + Penalty 4437.337326 = -1219310.040031
  nChanged 7
		SP:Iteration 63Q (139547.060000 sec): 3 clusters
  Score: Raw -1223749.062670 + Penalty 4437.337326 = -1219311.725344
  nChanged 8
		SP:Iteration 64Q (139547.260000 sec): 3 clusters
  Score: Raw -1223751.375313 + Penalty 4437.337326 = -1219314.037987
  nChanged 7
		SP:Iteration 65Q (139547.440000 sec): 3 clusters
  Score: Raw -1223752.711748 + Penalty 4437.337326 = -1219315.374422
  nChanged 4
		SP:Iteration 66Q (139547.720000 sec): 3 clusters
  Score: Raw -1223753.367882 + Penalty 4437.337326 = -1219316.030556
  nChanged 3
		SP:Iteration 67Q (139547.890000 sec): 3 clusters
  Score: Raw -1223754.109151 + Penalty 4437.337326 = -1219316.771824
  nChanged 4
		SP:Iteration 68Q (139548.150000 sec): 3 clusters
  Score: Raw -1223754.910844 + Penalty 4437.337326 = -1219317.573518
  nChanged 4
		SP:Iteration 69Q (139548.320000 sec): 3 clusters
  Score: Raw -1223755.825558 + Penalty 4437.337326 = -1219318.488232
  nChanged 8
		SP:Iteration 70Q (139548.590000 sec): 3 clusters
  Score: Raw -1223757.717012 + Penalty 4437.337326 = -1219320.379686
  nChanged 10
		SP:Iteration 71Q (139548.750000 sec): 3 clusters
  Score: Raw -1223760.238151 + Penalty 4437.337326 = -1219322.900825
  nChanged 6
		SP:Iteration 72Q (139548.960000 sec): 3 clusters
  Score: Raw -1223761.325605 + Penalty 4437.337326 = -1219323.988279
  nChanged 7
		SP:Iteration 73Q (139549.160000 sec): 3 clusters
  Score: Raw -1223762.921539 + Penalty 4437.337326 = -1219325.584213
  nChanged 6
		SP:Iteration 74Q (139549.370000 sec): 3 clusters
  Score: Raw -1223764.350118 + Penalty 4437.337326 = -1219327.012792
  nChanged 7
		SP:Iteration 75Q (139549.560000 sec): 3 clusters
  Score: Raw -1223766.116098 + Penalty 4437.337326 = -1219328.778772
  nChanged 7
		SP:Iteration 76Q (139549.800000 sec): 3 clusters
  Score: Raw -1223767.621591 + Penalty 4437.337326 = -1219330.284265
  nChanged 9
		SP:Iteration 77Q (139549.980000 sec): 3 clusters
  Score: Raw -1223769.866900 + Penalty 4437.337326 = -1219332.529573
  nChanged 10
		SP:Iteration 78Q (139550.220000 sec): 3 clusters
  Score: Raw -1223771.996460 + Penalty 4437.337326 = -1219334.659134
  nChanged 5
		SP:Iteration 79Q (139550.480000 sec): 3 clusters
  Score: Raw -1223773.610953 + Penalty 4437.337326 = -1219336.273627
  nChanged 9
		SP:Iteration 80F (139550.630000 sec): 3 clusters
  Score: Raw -1223777.123502 + Penalty 4437.337326 = -1219339.786176
  nChanged 7
		SP:Iteration 81Q (139550.820000 sec): 3 clusters
  Score: Raw -1223779.007353 + Penalty 4437.337326 = -1219341.670026
  nChanged 4
		SP:Iteration 82Q (139551.020000 sec): 3 clusters
  Score: Raw -1223780.044190 + Penalty 4437.337326 = -1219342.706864
  nChanged 3
		SP:Iteration 83Q (139551.230000 sec): 3 clusters
  Score: Raw -1223780.728758 + Penalty 4437.337326 = -1219343.391432
  nChanged 2
		SP:Iteration 84Q (139551.430000 sec): 3 clusters
  Score: Raw -1223781.441089 + Penalty 4437.337326 = -1219344.103763
  nChanged 6
		SP:Iteration 85Q (139551.620000 sec): 3 clusters
  Score: Raw -1223783.209038 + Penalty 4437.337326 = -1219345.871712
  nChanged 8
		SP:Iteration 86Q (139551.790000 sec): 3 clusters
  Score: Raw -1223785.210349 + Penalty 4437.337326 = -1219347.873022
  nChanged 8
		SP:Iteration 87Q (139552.030000 sec): 3 clusters
  Score: Raw -1223786.683558 + Penalty 4437.337326 = -1219349.346232
  nChanged 4
		SP:Iteration 88Q (139552.210000 sec): 3 clusters
  Score: Raw -1223787.282744 + Penalty 4437.337326 = -1219349.945417
  nChanged 2
		SP:Iteration 89Q (139552.410000 sec): 3 clusters
  Score: Raw -1223787.907497 + Penalty 4437.337326 = -1219350.570171
  nChanged 4
		SP:Iteration 90Q (139552.610000 sec): 3 clusters
  Score: Raw -1223788.883444 + Penalty 4437.337326 = -1219351.546118
  nChanged 9
		SP:Iteration 91Q (139552.800000 sec): 3 clusters
  Score: Raw -1223791.166385 + Penalty 4437.337326 = -1219353.829059
  nChanged 8
		SP:Iteration 92Q (139552.980000 sec): 3 clusters
  Score: Raw -1223792.896336 + Penalty 4437.337326 = -1219355.559010
  nChanged 3
		SP:Iteration 93Q (139553.230000 sec): 3 clusters
  Score: Raw -1223793.764940 + Penalty 4437.337326 = -1219356.427614
  nChanged 6
		SP:Iteration 94Q (139553.410000 sec): 3 clusters
  Score: Raw -1223795.196815 + Penalty 4437.337326 = -1219357.859489
  nChanged 12
		SP:Iteration 95Q (139553.610000 sec): 3 clusters
  Score: Raw -1223798.358747 + Penalty 4437.337326 = -1219361.021421
  nChanged 13
		SP:Iteration 96Q (139553.770000 sec): 3 clusters
  Score: Raw -1223801.364414 + Penalty 4437.337326 = -1219364.027088
  nChanged 15
		SP:Iteration 97Q (139554.010000 sec): 3 clusters
  Score: Raw -1223805.101115 + Penalty 4437.337326 = -1219367.763789
  nChanged 10
		SP:Iteration 98Q (139554.170000 sec): 3 clusters
  Score: Raw -1223807.642581 + Penalty 4437.337326 = -1219370.305255
  nChanged 7
		SP:Iteration 99Q (139554.350000 sec): 3 clusters
  Score: Raw -1223809.716472 + Penalty 4437.337326 = -1219372.379145
  nChanged 11
		SP:Iteration 100F (139554.520000 sec): 3 clusters
  Score: Raw -1223812.201210 + Penalty 4437.337326 = -1219374.863884
  nChanged 14
		SP:Iteration 101Q (139554.690000 sec): 3 clusters
  Score: Raw -1223818.220224 + Penalty 4437.337326 = -1219380.882898
  nChanged 23
		SP:Iteration 102Q (139554.860000 sec): 3 clusters
  Score: Raw -1223826.481411 + Penalty 4437.337326 = -1219389.144085
  nChanged 28
		SP:Iteration 103Q (139555.090000 sec): 3 clusters
  Score: Raw -1223835.661377 + Penalty 4437.337326 = -1219398.324051
  nChanged 29
		SP:Iteration 104Q (139555.250000 sec): 3 clusters
  Score: Raw -1223845.820612 + Penalty 4437.337326 = -1219408.483286
  nChanged 30
		SP:Iteration 105Q (139555.470000 sec): 3 clusters
  Score: Raw -1223856.550551 + Penalty 4437.337326 = -1219419.213225
  nChanged 34
		SP:Iteration 106Q (139555.630000 sec): 3 clusters
  Score: Raw -1223869.042787 + Penalty 4437.337326 = -1219431.705461
  nChanged 33
		SP:Iteration 107Q (139555.790000 sec): 3 clusters
  Score: Raw -1223879.770402 + Penalty 4437.337326 = -1219442.433076
  nChanged 26
		SP:Iteration 108Q (139556.030000 sec): 3 clusters
  Score: Raw -1223886.417664 + Penalty 4437.337326 = -1219449.080338
  nChanged 20
		SP:Iteration 109Q (139556.180000 sec): 3 clusters
  Score: Raw -1223892.536005 + Penalty 4437.337326 = -1219455.198678
  nChanged 19
		SP:Iteration 110Q (139556.410000 sec): 3 clusters
  Score: Raw -1223897.755209 + Penalty 4437.337326 = -1219460.417883
  nChanged 16
		SP:Iteration 111Q (139556.650000 sec): 3 clusters
  Score: Raw -1223902.251605 + Penalty 4437.337326 = -1219464.914279
  nChanged 16
		SP:Iteration 112Q (139556.910000 sec): 3 clusters
  Score: Raw -1223906.854174 + Penalty 4437.337326 = -1219469.516848
  nChanged 12
		SP:Iteration 113Q (139557.120000 sec): 3 clusters
  Score: Raw -1223910.336963 + Penalty 4437.337326 = -1219472.999637
  nChanged 14
		SP:Iteration 114Q (139557.320000 sec): 3 clusters
  Score: Raw -1223915.764571 + Penalty 4437.337326 = -1219478.427245
  nChanged 17
		SP:Iteration 115Q (139557.560000 sec): 3 clusters
  Score: Raw -1223923.039688 + Penalty 4437.337326 = -1219485.702362
  nChanged 15
		SP:Iteration 116Q (139557.760000 sec): 3 clusters
  Score: Raw -1223929.177059 + Penalty 4437.337326 = -1219491.839733
  nChanged 17
		SP:Iteration 117Q (139557.980000 sec): 3 clusters
  Score: Raw -1223934.711004 + Penalty 4437.337326 = -1219497.373677
  nChanged 11
		SP:Iteration 118Q (139558.320000 sec): 3 clusters
  Score: Raw -1223938.106362 + Penalty 4437.337326 = -1219500.769036
  nChanged 11
		SP:Iteration 119Q (139558.560000 sec): 3 clusters
  Score: Raw -1223941.060593 + Penalty 4437.337326 = -1219503.723267
  nChanged 9
		SP:Iteration 120F (139558.750000 sec): 3 clusters
  Score: Raw -1223943.622651 + Penalty 4437.337326 = -1219506.285325
  nChanged 11
		SP:Iteration 121Q (139558.970000 sec): 3 clusters
  Score: Raw -1223945.950800 + Penalty 4437.337326 = -1219508.613473
  nChanged 10
		SP:Iteration 122Q (139559.180000 sec): 3 clusters
  Score: Raw -1223948.860554 + Penalty 4437.337326 = -1219511.523228
  nChanged 7
		SP:Iteration 123Q (139559.420000 sec): 3 clusters
  Score: Raw -1223950.656686 + Penalty 4437.337326 = -1219513.319360
  nChanged 7
		SP:Iteration 124Q (139559.670000 sec): 3 clusters
  Score: Raw -1223952.917857 + Penalty 4437.337326 = -1219515.580531
  nChanged 4
		SP:Iteration 125Q (139559.870000 sec): 3 clusters
  Score: Raw -1223953.617644 + Penalty 4437.337326 = -1219516.280318
  nChanged 4
		SP:Iteration 126Q (139560.080000 sec): 3 clusters
  Score: Raw -1223954.874588 + Penalty 4437.337326 = -1219517.537262
  nChanged 4
		SP:Iteration 127Q (139560.290000 sec): 3 clusters
  Score: Raw -1223956.061395 + Penalty 4437.337326 = -1219518.724068
  nChanged 7
		SP:Iteration 128Q (139560.520000 sec): 3 clusters
  Score: Raw -1223958.763205 + Penalty 4437.337326 = -1219521.425878
  nChanged 9
		SP:Iteration 129Q (139560.800000 sec): 3 clusters
  Score: Raw -1223962.478664 + Penalty 4437.337326 = -1219525.141338
  nChanged 10
		SP:Iteration 130Q (139561.050000 sec): 3 clusters
  Score: Raw -1223965.323987 + Penalty 4437.337326 = -1219527.986661
  nChanged 7
		SP:Iteration 131Q (139561.350000 sec): 3 clusters
  Score: Raw -1223967.943892 + Penalty 4437.337326 = -1219530.606565
  nChanged 10
		SP:Iteration 132Q (139561.700000 sec): 3 clusters
  Score: Raw -1223972.031871 + Penalty 4437.337326 = -1219534.694545
  nChanged 5
		SP:Iteration 133Q (139561.890000 sec): 3 clusters
  Score: Raw -1223973.537980 + Penalty 4437.337326 = -1219536.200654
  nChanged 5
		SP:Iteration 134Q (139562.100000 sec): 3 clusters
  Score: Raw -1223974.636808 + Penalty 4437.337326 = -1219537.299482
  nChanged 4
		SP:Iteration 135Q (139562.310000 sec): 3 clusters
  Score: Raw -1223975.755281 + Penalty 4437.337326 = -1219538.417955
  nChanged 3
		SP:Iteration 136Q (139562.570000 sec): 3 clusters
  Score: Raw -1223976.803401 + Penalty 4437.337326 = -1219539.466075
  nChanged 7
		SP:Iteration 137Q (139562.760000 sec): 3 clusters
  Score: Raw -1223979.867168 + Penalty 4437.337326 = -1219542.529842
  nChanged 10
		SP:Iteration 138Q (139563.000000 sec): 3 clusters
  Score: Raw -1223983.444912 + Penalty 4437.337326 = -1219546.107586
  nChanged 13
		SP:Iteration 139Q (139563.160000 sec): 3 clusters
  Score: Raw -1223987.579093 + Penalty 4437.337326 = -1219550.241766
  nChanged 10
		SP:Iteration 140F (139563.390000 sec): 3 clusters
  Score: Raw -1223991.288023 + Penalty 4437.337326 = -1219553.950697
  nChanged 5
		SP:Iteration 141Q (139563.630000 sec): 3 clusters
  Score: Raw -1223992.658379 + Penalty 4437.337326 = -1219555.321053
  nChanged 5
		SP:Iteration 142Q (139563.860000 sec): 3 clusters
  Score: Raw -1223994.070770 + Penalty 4437.337326 = -1219556.733443
  nChanged 9
		SP:Iteration 143Q (139564.110000 sec): 3 clusters
  Score: Raw -1223996.611772 + Penalty 4437.337326 = -1219559.274446
  nChanged 3
		SP:Iteration 144Q (139564.270000 sec): 3 clusters
  Score: Raw -1223997.847439 + Penalty 4437.337326 = -1219560.510113
  nChanged 7
		SP:Iteration 145Q (139564.530000 sec): 3 clusters
  Score: Raw -1223999.883559 + Penalty 4437.337326 = -1219562.546233
  nChanged 6
		SP:Iteration 146Q (139564.730000 sec): 3 clusters
  Score: Raw -1224001.924052 + Penalty 4437.337326 = -1219564.586726
  nChanged 6
		SP:Iteration 147Q (139564.930000 sec): 3 clusters
  Score: Raw -1224004.359918 + Penalty 4437.337326 = -1219567.022592
  nChanged 7
		SP:Iteration 148Q (139565.110000 sec): 3 clusters
  Score: Raw -1224006.622130 + Penalty 4437.337326 = -1219569.284804
  nChanged 6
		SP:Iteration 149Q (139565.360000 sec): 3 clusters
  Score: Raw -1224009.642398 + Penalty 4437.337326 = -1219572.305072
  nChanged 12
		SP:Iteration 150Q (139565.590000 sec): 3 clusters
  Score: Raw -1224014.855522 + Penalty 4437.337326 = -1219577.518196
  nChanged 14
		SP:Iteration 151Q (139565.790000 sec): 3 clusters
  Score: Raw -1224019.947374 + Penalty 4437.337326 = -1219582.610047
  nChanged 14
		SP:Iteration 152Q (139566.010000 sec): 3 clusters
  Score: Raw -1224023.464397 + Penalty 4437.337326 = -1219586.127071
  nChanged 11
		SP:Iteration 153Q (139566.220000 sec): 3 clusters
  Score: Raw -1224027.527528 + Penalty 4437.337326 = -1219590.190201
  nChanged 16
		SP:Iteration 154Q (139566.520000 sec): 3 clusters
  Score: Raw -1224035.318167 + Penalty 4437.337326 = -1219597.980841
  nChanged 8
		SP:Iteration 155Q (139566.890000 sec): 3 clusters
  Score: Raw -1224038.697865 + Penalty 4437.337326 = -1219601.360538
  nChanged 11
		SP:Iteration 156Q (139567.120000 sec): 3 clusters
  Score: Raw -1224042.610798 + Penalty 4437.337326 = -1219605.273472
  nChanged 8
		SP:Iteration 157Q (139567.300000 sec): 3 clusters
  Score: Raw -1224045.956836 + Penalty 4437.337326 = -1219608.619510
  nChanged 10
		SP:Iteration 158Q (139567.490000 sec): 3 clusters
  Score: Raw -1224049.203264 + Penalty 4437.337326 = -1219611.865938
  nChanged 10
		SP:Iteration 159Q (139567.680000 sec): 3 clusters
  Score: Raw -1224052.336636 + Penalty 4437.337326 = -1219614.999309
  nChanged 8
		SP:Iteration 160F (139567.890000 sec): 3 clusters
  Score: Raw -1224055.285060 + Penalty 4437.337326 = -1219617.947734
  nChanged 10
		SP:Iteration 161Q (139568.100000 sec): 3 clusters
  Score: Raw -1224059.634225 + Penalty 4437.337326 = -1219622.296899
  nChanged 11
		SP:Iteration 162Q (139568.310000 sec): 3 clusters
  Score: Raw -1224065.298992 + Penalty 4437.337326 = -1219627.961666
  nChanged 17
		SP:Iteration 163Q (139568.550000 sec): 3 clusters
  Score: Raw -1224073.431412 + Penalty 4437.337326 = -1219636.094086
  nChanged 11
		SP:Iteration 164Q (139568.770000 sec): 3 clusters
  Score: Raw -1224077.979153 + Penalty 4437.337326 = -1219640.641826
  nChanged 7
		SP:Iteration 165Q (139569.000000 sec): 3 clusters
  Score: Raw -1224080.289363 + Penalty 4437.337326 = -1219642.952036
  nChanged 10
		SP:Iteration 166Q (139569.240000 sec): 3 clusters
  Score: Raw -1224084.198112 + Penalty 4437.337326 = -1219646.860786
  nChanged 6
		SP:Iteration 167Q (139569.510000 sec): 3 clusters
  Score: Raw -1224086.512438 + Penalty 4437.337326 = -1219649.175112
  nChanged 5
		SP:Iteration 168Q (139569.730000 sec): 3 clusters
  Score: Raw -1224089.370110 + Penalty 4437.337326 = -1219652.032783
  nChanged 11
		SP:Iteration 169Q (139569.930000 sec): 3 clusters
  Score: Raw -1224093.146942 + Penalty 4437.337326 = -1219655.809616
  nChanged 10
		SP:Iteration 170Q (139570.220000 sec): 3 clusters
  Score: Raw -1224096.284827 + Penalty 4437.337326 = -1219658.947501
  nChanged 4
		SP:Iteration 171Q (139570.440000 sec): 3 clusters
  Score: Raw -1224097.366986 + Penalty 4437.337326 = -1219660.029660
  nChanged 2
		SP:Iteration 172Q (139570.740000 sec): 3 clusters
  Score: Raw -1224098.154626 + Penalty 4437.337326 = -1219660.817300
  nChanged 2
		SP:Iteration 173Q (139570.970000 sec): 3 clusters
  Score: Raw -1224099.361236 + Penalty 4437.337326 = -1219662.023910
  nChanged 5
		SP:Iteration 174Q (139571.220000 sec): 3 clusters
  Score: Raw -1224102.317698 + Penalty 4437.337326 = -1219664.980372
  nChanged 5
		SP:Iteration 175Q (139571.480000 sec): 3 clusters
  Score: Raw -1224104.867837 + Penalty 4437.337326 = -1219667.530511
  nChanged 7
		SP:Iteration 176Q (139571.710000 sec): 3 clusters
  Score: Raw -1224107.939041 + Penalty 4437.337326 = -1219670.601714
  nChanged 10
		SP:Iteration 177Q (139571.950000 sec): 3 clusters
  Score: Raw -1224113.006973 + Penalty 4437.337326 = -1219675.669646
  nChanged 11
		SP:Iteration 178Q (139572.190000 sec): 3 clusters
  Score: Raw -1224118.094765 + Penalty 4437.337326 = -1219680.757439
  nChanged 9
		SP:Iteration 179Q (139572.380000 sec): 3 clusters
  Score: Raw -1224123.219696 + Penalty 4437.337326 = -1219685.882370
  nChanged 11
		SP:Iteration 180F (139572.600000 sec): 3 clusters
  Score: Raw -1224127.475368 + Penalty 4437.337326 = -1219690.138042
  nChanged 8
		SP:Iteration 181Q (139572.880000 sec): 3 clusters
  Score: Raw -1224130.513492 + Penalty 4437.337326 = -1219693.176166
  nChanged 6
		SP:Iteration 182Q (139573.160000 sec): 3 clusters
  Score: Raw -1224133.309140 + Penalty 4437.337326 = -1219695.971814
  nChanged 3
		SP:Iteration 183Q (139573.390000 sec): 3 clusters
  Score: Raw -1224134.506457 + Penalty 4437.337326 = -1219697.169131
  nChanged 9
		SP:Iteration 184Q (139573.670000 sec): 3 clusters
  Score: Raw -1224139.703880 + Penalty 4437.337326 = -1219702.366554
  nChanged 13
		SP:Iteration 185Q (139573.930000 sec): 3 clusters
  Score: Raw -1224145.058279 + Penalty 4437.337326 = -1219707.720953
  nChanged 9
		SP:Iteration 186Q (139574.180000 sec): 3 clusters
  Score: Raw -1224149.834170 + Penalty 4437.337326 = -1219712.496844
  nChanged 10
		SP:Iteration 187Q (139574.410000 sec): 3 clusters
  Score: Raw -1224155.025049 + Penalty 4437.337326 = -1219717.687722
  nChanged 11
		SP:Iteration 188Q (139574.630000 sec): 3 clusters
  Score: Raw -1224159.818738 + Penalty 4437.337326 = -1219722.481412
  nChanged 8
		SP:Iteration 189Q (139574.860000 sec): 3 clusters
  Score: Raw -1224164.143250 + Penalty 4437.337326 = -1219726.805924
  nChanged 5
		SP:Iteration 190Q (139575.090000 sec): 3 clusters
  Score: Raw -1224166.756575 + Penalty 4437.337326 = -1219729.419248
  nChanged 5
		SP:Iteration 191Q (139575.260000 sec): 3 clusters
  Score: Raw -1224168.537104 + Penalty 4437.337326 = -1219731.199778
  nChanged 5
		SP:Iteration 192Q (139575.460000 sec): 3 clusters
  Score: Raw -1224170.687694 + Penalty 4437.337326 = -1219733.350368
  nChanged 1
		SP:Iteration 193Q (139575.710000 sec): 3 clusters
  Score: Raw -1224170.812858 + Penalty 4437.337326 = -1219733.475532
  nChanged 0
		SP:Iteration 194F (139575.890000 sec): 3 clusters
  Score: Raw -1224170.812858 + Penalty 4437.337326 = -1219733.475532
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (91908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139576.620000 sec): 2 clusters
  Score: Raw -14819421.203679 + Penalty 2834.278752 = -14816586.924926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139577.530000 sec): 3 clusters
  Score: Raw -14760798.687628 + Penalty 5668.557504 = -14755130.130124
  nChanged 43525
		SP:Iteration 1F (139578.390000 sec): 3 clusters
  Score: Raw -14785589.013759 + Penalty 5668.557504 = -14779920.456254
  nChanged 3270
		SP:Iteration 2Q (139579.260000 sec): 3 clusters
  Score: Raw -14786419.365006 + Penalty 5668.557504 = -14780750.807502
  nChanged 3216
		SP:Iteration 3Q (139580.190000 sec): 3 clusters
  Score: Raw -14787303.535565 + Penalty 5668.557504 = -14781634.978061
  nChanged 3399
		SP:Iteration 4Q (139581.150000 sec): 3 clusters
  Score: Raw -14788337.299432 + Penalty 5668.557504 = -14782668.741927
  nChanged 3634
		SP:Iteration 5Q (139582.090000 sec): 3 clusters
  Score: Raw -14789613.133677 + Penalty 5668.557504 = -14783944.576173
  nChanged 4110
		SP:Iteration 6Q (139583.010000 sec): 3 clusters
  Score: Raw -14791302.973834 + Penalty 5668.557504 = -14785634.416329
  nChanged 4763
		SP:Iteration 7F (139583.850000 sec): 3 clusters
  Score: Raw -14793596.644724 + Penalty 5668.557504 = -14787928.087219
  nChanged 5390
		SP:Iteration 8F (139584.770000 sec): 3 clusters
  Score: Raw -14796604.597139 + Penalty 5668.557504 = -14790936.039634
  nChanged 5739
		SP:Iteration 9F (139585.680000 sec): 3 clusters
  Score: Raw -14800062.404090 + Penalty 5668.557504 = -14794393.846586
  nChanged 5544
		SP:Iteration 10F (139586.530000 sec): 3 clusters
  Score: Raw -14803503.009244 + Penalty 5668.557504 = -14797834.451740
  nChanged 4936
		SP:Iteration 11F (139587.420000 sec): 3 clusters
  Score: Raw -14806804.506255 + Penalty 5668.557504 = -14801135.948751
  nChanged 4331
		SP:Iteration 12Q (139588.320000 sec): 3 clusters
  Score: Raw -14809848.483713 + Penalty 5668.557504 = -14804179.926209
  nChanged 3641
		SP:Iteration 13Q (139589.280000 sec): 3 clusters
  Score: Raw -14812472.521190 + Penalty 5668.557504 = -14806803.963686
  nChanged 2893
		SP:Iteration 14Q (139590.240000 sec): 3 clusters
  Score: Raw -14814549.156952 + Penalty 5668.557504 = -14808880.599447
  nChanged 2243
		SP:Iteration 15Q (139591.100000 sec): 3 clusters
  Score: Raw -14816195.436598 + Penalty 5668.557504 = -14810526.879094
  nChanged 1697
		SP:Iteration 16Q (139591.990000 sec): 3 clusters
  Score: Raw -14817482.537451 + Penalty 5668.557504 = -14811813.979947
  nChanged 1107
		SP:Iteration 17Q (139592.790000 sec): 3 clusters
  Score: Raw -14818326.602876 + Penalty 5668.557504 = -14812658.045371
  nChanged 756
		SP:Iteration 18Q (139593.530000 sec): 3 clusters
  Score: Raw -14818882.499076 + Penalty 5668.557504 = -14813213.941571
  nChanged 449
		SP:Iteration 19Q (139594.270000 sec): 3 clusters
  Score: Raw -14819195.606586 + Penalty 5668.557504 = -14813527.049082
  nChanged 286
		SP:Iteration 20F (139595.160000 sec): 3 clusters
  Score: Raw -14819377.579063 + Penalty 5668.557504 = -14813709.021558
  nChanged 169
		SP:Iteration 21Q (139596.010000 sec): 3 clusters
  Score: Raw -14819481.589320 + Penalty 5668.557504 = -14813813.031815
  nChanged 105
		SP:Iteration 22Q (139596.860000 sec): 3 clusters
  Score: Raw -14819549.150911 + Penalty 5668.557504 = -14813880.593407
  nChanged 89
		SP:Iteration 23Q (139597.670000 sec): 3 clusters
  Score: Raw -14819608.394085 + Penalty 5668.557504 = -14813939.836580
  nChanged 68
		SP:Iteration 24Q (139598.490000 sec): 3 clusters
  Score: Raw -14819655.446736 + Penalty 5668.557504 = -14813986.889232
  nChanged 46
		SP:Iteration 25Q (139599.320000 sec): 3 clusters
  Score: Raw -14819688.832205 + Penalty 5668.557504 = -14814020.274701
  nChanged 43
		SP:Iteration 26Q (139600.140000 sec): 3 clusters
  Score: Raw -14819718.510262 + Penalty 5668.557504 = -14814049.952758
  nChanged 27
		SP:Iteration 27Q (139600.870000 sec): 3 clusters
  Score: Raw -14819733.774513 + Penalty 5668.557504 = -14814065.217008
  nChanged 22
		SP:Iteration 28Q (139601.560000 sec): 3 clusters
  Score: Raw -14819749.992206 + Penalty 5668.557504 = -14814081.434702
  nChanged 26
		SP:Iteration 29Q (139602.290000 sec): 3 clusters
  Score: Raw -14819770.890308 + Penalty 5668.557504 = -14814102.332803
  nChanged 25
		SP:Iteration 30Q (139603.020000 sec): 3 clusters
  Score: Raw -14819788.755873 + Penalty 5668.557504 = -14814120.198369
  nChanged 21
		SP:Iteration 31Q (139603.760000 sec): 3 clusters
  Score: Raw -14819804.093906 + Penalty 5668.557504 = -14814135.536401
  nChanged 13
		SP:Iteration 32Q (139604.500000 sec): 3 clusters
  Score: Raw -14819817.641232 + Penalty 5668.557504 = -14814149.083728
  nChanged 12
		SP:Iteration 33Q (139605.190000 sec): 3 clusters
  Score: Raw -14819825.351700 + Penalty 5668.557504 = -14814156.794196
  nChanged 9
		SP:Iteration 34Q (139606.020000 sec): 3 clusters
  Score: Raw -14819833.208627 + Penalty 5668.557504 = -14814164.651123
  nChanged 10
		SP:Iteration 35Q (139606.800000 sec): 3 clusters
  Score: Raw -14819840.996043 + Penalty 5668.557504 = -14814172.438539
  nChanged 7
		SP:Iteration 36Q (139607.660000 sec): 3 clusters
  Score: Raw -14819847.364677 + Penalty 5668.557504 = -14814178.807173
  nChanged 7
		SP:Iteration 37Q (139608.520000 sec): 3 clusters
  Score: Raw -14819854.621285 + Penalty 5668.557504 = -14814186.063781
  nChanged 7
		SP:Iteration 38Q (139609.370000 sec): 3 clusters
  Score: Raw -14819860.672853 + Penalty 5668.557504 = -14814192.115348
  nChanged 5
		SP:Iteration 39Q (139610.280000 sec): 3 clusters
  Score: Raw -14819863.824772 + Penalty 5668.557504 = -14814195.267268
  nChanged 4
		SP:Iteration 40F (139611.200000 sec): 3 clusters
  Score: Raw -14819867.774759 + Penalty 5668.557504 = -14814199.217255
  nChanged 3
		SP:Iteration 41Q (139612.070000 sec): 3 clusters
  Score: Raw -14819869.472900 + Penalty 5668.557504 = -14814200.915395
  nChanged 2
		SP:Iteration 42Q (139612.940000 sec): 3 clusters
  Score: Raw -14819870.621368 + Penalty 5668.557504 = -14814202.063864
  nChanged 0
		SP:Iteration 43F (139613.880000 sec): 3 clusters
  Score: Raw -14819870.621368 + Penalty 5668.557504 = -14814202.063864
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (5120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139613.950000 sec): 2 clusters
  Score: Raw -773754.391444 + Penalty 2118.145610 = -771636.245834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139614.170000 sec): 3 clusters
  Score: Raw -771285.987478 + Penalty 4236.291220 = -767049.696257
  nChanged 1985
		SP:Iteration 1F (139614.380000 sec): 3 clusters
  Score: Raw -772641.591394 + Penalty 4236.291220 = -768405.300174
  nChanged 502
		SP:Iteration 2F (139614.580000 sec): 3 clusters
  Score: Raw -773174.797228 + Penalty 4236.291220 = -768938.506008
  nChanged 403
		SP:Iteration 3F (139614.780000 sec): 3 clusters
  Score: Raw -773646.090464 + Penalty 4236.291220 = -769409.799244
  nChanged 339
		SP:Iteration 4F (139614.990000 sec): 3 clusters
  Score: Raw -773953.474654 + Penalty 4236.291220 = -769717.183434
  nChanged 261
		SP:Iteration 5F (139615.190000 sec): 3 clusters
  Score: Raw -774133.841974 + Penalty 4236.291220 = -769897.550754
  nChanged 175
		SP:Iteration 6Q (139615.390000 sec): 3 clusters
  Score: Raw -774253.473625 + Penalty 4236.291220 = -770017.182405
  nChanged 138
		SP:Iteration 7Q (139615.600000 sec): 3 clusters
  Score: Raw -774334.871375 + Penalty 4236.291220 = -770098.580155
  nChanged 112
		SP:Iteration 8Q (139615.800000 sec): 3 clusters
  Score: Raw -774404.580212 + Penalty 4236.291220 = -770168.288992
  nChanged 74
		SP:Iteration 9Q (139616.000000 sec): 3 clusters
  Score: Raw -774442.702703 + Penalty 4236.291220 = -770206.411483
  nChanged 51
		SP:Iteration 10Q (139616.210000 sec): 3 clusters
  Score: Raw -774464.554548 + Penalty 4236.291220 = -770228.263328
  nChanged 36
		SP:Iteration 11Q (139616.370000 sec): 3 clusters
  Score: Raw -774482.774235 + Penalty 4236.291220 = -770246.483014
  nChanged 43
		SP:Iteration 12Q (139616.600000 sec): 3 clusters
  Score: Raw -774499.479553 + Penalty 4236.291220 = -770263.188332
  nChanged 39
		SP:Iteration 13Q (139616.730000 sec): 3 clusters
  Score: Raw -774515.748107 + Penalty 4236.291220 = -770279.456887
  nChanged 31
		SP:Iteration 14Q (139616.930000 sec): 3 clusters
  Score: Raw -774531.683577 + Penalty 4236.291220 = -770295.392357
  nChanged 39
		SP:Iteration 15Q (139617.140000 sec): 3 clusters
  Score: Raw -774550.621422 + Penalty 4236.291220 = -770314.330202
  nChanged 35
		SP:Iteration 16Q (139617.340000 sec): 3 clusters
  Score: Raw -774564.975930 + Penalty 4236.291220 = -770328.684710
  nChanged 22
		SP:Iteration 17Q (139617.540000 sec): 3 clusters
  Score: Raw -774576.940903 + Penalty 4236.291220 = -770340.649683
  nChanged 25
		SP:Iteration 18Q (139617.700000 sec): 3 clusters
  Score: Raw -774589.041824 + Penalty 4236.291220 = -770352.750604
  nChanged 18
		SP:Iteration 19Q (139617.910000 sec): 3 clusters
  Score: Raw -774597.918419 + Penalty 4236.291220 = -770361.627198
  nChanged 24
		SP:Iteration 20F (139618.110000 sec): 3 clusters
  Score: Raw -774611.306073 + Penalty 4236.291220 = -770375.014853
  nChanged 30
		SP:Iteration 21Q (139618.320000 sec): 3 clusters
  Score: Raw -774633.809602 + Penalty 4236.291220 = -770397.518382
  nChanged 23
		SP:Iteration 22Q (139618.520000 sec): 3 clusters
  Score: Raw -774647.615036 + Penalty 4236.291220 = -770411.323816
  nChanged 33
		SP:Iteration 23Q (139618.760000 sec): 3 clusters
  Score: Raw -774665.258276 + Penalty 4236.291220 = -770428.967056
  nChanged 25
		SP:Iteration 24Q (139618.930000 sec): 3 clusters
  Score: Raw -774678.553774 + Penalty 4236.291220 = -770442.262554
  nChanged 23
		SP:Iteration 25Q (139619.150000 sec): 3 clusters
  Score: Raw -774687.292670 + Penalty 4236.291220 = -770451.001450
  nChanged 16
		SP:Iteration 26Q (139619.350000 sec): 3 clusters
  Score: Raw -774695.525516 + Penalty 4236.291220 = -770459.234296
  nChanged 23
		SP:Iteration 27Q (139619.510000 sec): 3 clusters
  Score: Raw -774709.182897 + Penalty 4236.291220 = -770472.891677
  nChanged 20
		SP:Iteration 28Q (139619.670000 sec): 3 clusters
  Score: Raw -774720.032147 + Penalty 4236.291220 = -770483.740927
  nChanged 17
		SP:Iteration 29Q (139619.870000 sec): 3 clusters
  Score: Raw -774728.034209 + Penalty 4236.291220 = -770491.742989
  nChanged 14
		SP:Iteration 30Q (139620.030000 sec): 3 clusters
  Score: Raw -774734.962784 + Penalty 4236.291220 = -770498.671564
  nChanged 13
		SP:Iteration 31Q (139620.240000 sec): 3 clusters
  Score: Raw -774740.590531 + Penalty 4236.291220 = -770504.299311
  nChanged 9
		SP:Iteration 32Q (139620.440000 sec): 3 clusters
  Score: Raw -774743.646127 + Penalty 4236.291220 = -770507.354907
  nChanged 10
		SP:Iteration 33Q (139620.600000 sec): 3 clusters
  Score: Raw -774748.126983 + Penalty 4236.291220 = -770511.835763
  nChanged 7
		SP:Iteration 34Q (139620.760000 sec): 3 clusters
  Score: Raw -774750.811123 + Penalty 4236.291220 = -770514.519903
  nChanged 4
		SP:Iteration 35Q (139620.960000 sec): 3 clusters
  Score: Raw -774752.424057 + Penalty 4236.291220 = -770516.132837
  nChanged 2
		SP:Iteration 36Q (139621.160000 sec): 3 clusters
  Score: Raw -774753.867694 + Penalty 4236.291220 = -770517.576474
  nChanged 4
		SP:Iteration 37Q (139621.360000 sec): 3 clusters
  Score: Raw -774754.958138 + Penalty 4236.291220 = -770518.666918
  nChanged 3
		SP:Iteration 38Q (139621.570000 sec): 3 clusters
  Score: Raw -774755.490415 + Penalty 4236.291220 = -770519.199194
  nChanged 0
		SP:Iteration 39F (139621.730000 sec): 3 clusters
  Score: Raw -774755.490415 + Penalty 4236.291220 = -770519.199194
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (6314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139621.860000 sec): 2 clusters
  Score: Raw -985127.048044 + Penalty 2170.130118 = -982956.917926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139622.080000 sec): 3 clusters
  Score: Raw -982011.044818 + Penalty 4340.260236 = -977670.784582
  nChanged 2472
		SP:Iteration 1F (139622.280000 sec): 3 clusters
  Score: Raw -983471.226203 + Penalty 4340.260236 = -979130.965967
  nChanged 508
		SP:Iteration 2F (139622.470000 sec): 3 clusters
  Score: Raw -983818.850679 + Penalty 4340.260236 = -979478.590443
  nChanged 424
		SP:Iteration 3F (139622.660000 sec): 3 clusters
  Score: Raw -984150.234800 + Penalty 4340.260236 = -979809.974564
  nChanged 434
		SP:Iteration 4F (139622.860000 sec): 3 clusters
  Score: Raw -984503.898441 + Penalty 4340.260236 = -980163.638205
  nChanged 367
		SP:Iteration 5F (139623.080000 sec): 3 clusters
  Score: Raw -984816.198617 + Penalty 4340.260236 = -980475.938381
  nChanged 341
		SP:Iteration 6F (139623.290000 sec): 3 clusters
  Score: Raw -985102.801553 + Penalty 4340.260236 = -980762.541317
  nChanged 324
		SP:Iteration 7F (139623.480000 sec): 3 clusters
  Score: Raw -985367.012463 + Penalty 4340.260236 = -981026.752228
  nChanged 246
		SP:Iteration 8Q (139623.720000 sec): 3 clusters
  Score: Raw -985518.672150 + Penalty 4340.260236 = -981178.411914
  nChanged 207
		SP:Iteration 9Q (139623.940000 sec): 3 clusters
  Score: Raw -985649.996262 + Penalty 4340.260236 = -981309.736027
  nChanged 159
		SP:Iteration 10Q (139624.130000 sec): 3 clusters
  Score: Raw -985755.776538 + Penalty 4340.260236 = -981415.516302
  nChanged 155
		SP:Iteration 11Q (139624.320000 sec): 3 clusters
  Score: Raw -985860.984013 + Penalty 4340.260236 = -981520.723778
  nChanged 131
		SP:Iteration 12Q (139624.490000 sec): 3 clusters
  Score: Raw -985957.041358 + Penalty 4340.260236 = -981616.781122
  nChanged 120
		SP:Iteration 13Q (139624.700000 sec): 3 clusters
  Score: Raw -986024.741836 + Penalty 4340.260236 = -981684.481600
  nChanged 95
		SP:Iteration 14Q (139624.970000 sec): 3 clusters
  Score: Raw -986068.653043 + Penalty 4340.260236 = -981728.392807
  nChanged 82
		SP:Iteration 15Q (139625.120000 sec): 3 clusters
  Score: Raw -986107.164808 + Penalty 4340.260236 = -981766.904573
  nChanged 72
		SP:Iteration 16Q (139625.280000 sec): 3 clusters
  Score: Raw -986135.746237 + Penalty 4340.260236 = -981795.486001
  nChanged 58
		SP:Iteration 17Q (139625.480000 sec): 3 clusters
  Score: Raw -986157.860216 + Penalty 4340.260236 = -981817.599980
  nChanged 42
		SP:Iteration 18Q (139625.650000 sec): 3 clusters
  Score: Raw -986173.896662 + Penalty 4340.260236 = -981833.636426
  nChanged 35
		SP:Iteration 19Q (139625.830000 sec): 3 clusters
  Score: Raw -986187.662083 + Penalty 4340.260236 = -981847.401847
  nChanged 42
		SP:Iteration 20F (139626.060000 sec): 3 clusters
  Score: Raw -986206.005462 + Penalty 4340.260236 = -981865.745226
  nChanged 43
		SP:Iteration 21Q (139626.270000 sec): 3 clusters
  Score: Raw -986224.558440 + Penalty 4340.260236 = -981884.298204
  nChanged 51
		SP:Iteration 22Q (139626.530000 sec): 3 clusters
  Score: Raw -986245.628401 + Penalty 4340.260236 = -981905.368165
  nChanged 44
		SP:Iteration 23Q (139626.720000 sec): 3 clusters
  Score: Raw -986261.883231 + Penalty 4340.260236 = -981921.622995
  nChanged 31
		SP:Iteration 24Q (139626.980000 sec): 3 clusters
  Score: Raw -986275.828297 + Penalty 4340.260236 = -981935.568061
  nChanged 30
		SP:Iteration 25Q (139627.290000 sec): 3 clusters
  Score: Raw -986289.375222 + Penalty 4340.260236 = -981949.114986
  nChanged 28
		SP:Iteration 26Q (139627.510000 sec): 3 clusters
  Score: Raw -986300.637313 + Penalty 4340.260236 = -981960.377077
  nChanged 27
		SP:Iteration 27Q (139627.750000 sec): 3 clusters
  Score: Raw -986308.386811 + Penalty 4340.260236 = -981968.126575
  nChanged 18
		SP:Iteration 28Q (139627.950000 sec): 3 clusters
  Score: Raw -986315.408298 + Penalty 4340.260236 = -981975.148062
  nChanged 13
		SP:Iteration 29Q (139628.110000 sec): 3 clusters
  Score: Raw -986318.812696 + Penalty 4340.260236 = -981978.552461
  nChanged 6
		SP:Iteration 30Q (139628.390000 sec): 3 clusters
  Score: Raw -986320.223063 + Penalty 4340.260236 = -981979.962828
  nChanged 6
		SP:Iteration 31Q (139628.600000 sec): 3 clusters
  Score: Raw -986321.442833 + Penalty 4340.260236 = -981981.182597
  nChanged 4
		SP:Iteration 32Q (139628.870000 sec): 3 clusters
  Score: Raw -986322.301403 + Penalty 4340.260236 = -981982.041168
  nChanged 3
		SP:Iteration 33Q (139629.140000 sec): 3 clusters
  Score: Raw -986322.890263 + Penalty 4340.260236 = -981982.630027
  nChanged 5
		SP:Iteration 34Q (139629.380000 sec): 3 clusters
  Score: Raw -986324.525419 + Penalty 4340.260236 = -981984.265183
  nChanged 6
		SP:Iteration 35Q (139629.630000 sec): 3 clusters
  Score: Raw -986326.213191 + Penalty 4340.260236 = -981985.952955
  nChanged 7
		SP:Iteration 36Q (139629.870000 sec): 3 clusters
  Score: Raw -986328.669215 + Penalty 4340.260236 = -981988.408979
  nChanged 7
		SP:Iteration 37Q (139630.100000 sec): 3 clusters
  Score: Raw -986330.322809 + Penalty 4340.260236 = -981990.062573
  nChanged 4
		SP:Iteration 38Q (139630.380000 sec): 3 clusters
  Score: Raw -986331.848535 + Penalty 4340.260236 = -981991.588299
  nChanged 3
		SP:Iteration 39Q (139630.610000 sec): 3 clusters
  Score: Raw -986333.505253 + Penalty 4340.260236 = -981993.245018
  nChanged 8
		SP:Iteration 40F (139630.790000 sec): 3 clusters
  Score: Raw -986336.491004 + Penalty 4340.260236 = -981996.230768
  nChanged 7
		SP:Iteration 41Q (139631.050000 sec): 3 clusters
  Score: Raw -986339.363513 + Penalty 4340.260236 = -981999.103277
  nChanged 6
		SP:Iteration 42Q (139631.300000 sec): 3 clusters
  Score: Raw -986342.079915 + Penalty 4340.260236 = -982001.819679
  nChanged 7
		SP:Iteration 43Q (139631.500000 sec): 3 clusters
  Score: Raw -986344.825446 + Penalty 4340.260236 = -982004.565210
  nChanged 9
		SP:Iteration 44Q (139631.620000 sec): 3 clusters
  Score: Raw -986350.320940 + Penalty 4340.260236 = -982010.060704
  nChanged 15
		SP:Iteration 45Q (139631.730000 sec): 3 clusters
  Score: Raw -986355.657327 + Penalty 4340.260236 = -982015.397091
  nChanged 12
		SP:Iteration 46Q (139631.840000 sec): 3 clusters
  Score: Raw -986360.348867 + Penalty 4340.260236 = -982020.088631
  nChanged 8
		SP:Iteration 47Q (139631.980000 sec): 3 clusters
  Score: Raw -986362.793331 + Penalty 4340.260236 = -982022.533095
  nChanged 9
		SP:Iteration 48Q (139632.080000 sec): 3 clusters
  Score: Raw -986364.606318 + Penalty 4340.260236 = -982024.346082
  nChanged 6
		SP:Iteration 49Q (139632.230000 sec): 3 clusters
  Score: Raw -986366.374363 + Penalty 4340.260236 = -982026.114127
  nChanged 8
		SP:Iteration 50Q (139632.340000 sec): 3 clusters
  Score: Raw -986369.617401 + Penalty 4340.260236 = -982029.357165
  nChanged 13
		SP:Iteration 51Q (139632.500000 sec): 3 clusters
  Score: Raw -986376.151614 + Penalty 4340.260236 = -982035.891378
  nChanged 11
		SP:Iteration 52Q (139632.610000 sec): 3 clusters
  Score: Raw -986379.797091 + Penalty 4340.260236 = -982039.536856
  nChanged 11
		SP:Iteration 53Q (139632.720000 sec): 3 clusters
  Score: Raw -986382.808268 + Penalty 4340.260236 = -982042.548032
  nChanged 16
		SP:Iteration 54Q (139632.910000 sec): 3 clusters
  Score: Raw -986386.197247 + Penalty 4340.260236 = -982045.937011
  nChanged 7
		SP:Iteration 55Q (139633.070000 sec): 3 clusters
  Score: Raw -986388.662611 + Penalty 4340.260236 = -982048.402375
  nChanged 11
		SP:Iteration 56Q (139633.300000 sec): 3 clusters
  Score: Raw -986391.571035 + Penalty 4340.260236 = -982051.310799
  nChanged 12
		SP:Iteration 57Q (139633.500000 sec): 3 clusters
  Score: Raw -986394.481856 + Penalty 4340.260236 = -982054.221620
  nChanged 8
		SP:Iteration 58Q (139633.700000 sec): 3 clusters
  Score: Raw -986397.437546 + Penalty 4340.260236 = -982057.177310
  nChanged 6
		SP:Iteration 59Q (139633.870000 sec): 3 clusters
  Score: Raw -986399.151902 + Penalty 4340.260236 = -982058.891667
  nChanged 3
		SP:Iteration 60F (139634.040000 sec): 3 clusters
  Score: Raw -986399.942341 + Penalty 4340.260236 = -982059.682105
  nChanged 6
		SP:Iteration 61Q (139634.270000 sec): 3 clusters
  Score: Raw -986401.625553 + Penalty 4340.260236 = -982061.365318
  nChanged 6
		SP:Iteration 62Q (139634.470000 sec): 3 clusters
  Score: Raw -986403.552457 + Penalty 4340.260236 = -982063.292221
  nChanged 7
		SP:Iteration 63Q (139634.670000 sec): 3 clusters
  Score: Raw -986407.422392 + Penalty 4340.260236 = -982067.162156
  nChanged 12
		SP:Iteration 64Q (139634.870000 sec): 3 clusters
  Score: Raw -986411.637360 + Penalty 4340.260236 = -982071.377124
  nChanged 10
		SP:Iteration 65Q (139635.060000 sec): 3 clusters
  Score: Raw -986414.981666 + Penalty 4340.260236 = -982074.721430
  nChanged 4
		SP:Iteration 66Q (139635.250000 sec): 3 clusters
  Score: Raw -986415.997688 + Penalty 4340.260236 = -982075.737452
  nChanged 2
		SP:Iteration 67Q (139635.450000 sec): 3 clusters
  Score: Raw -986416.525026 + Penalty 4340.260236 = -982076.264790
  nChanged 4
		SP:Iteration 68Q (139635.670000 sec): 3 clusters
  Score: Raw -986417.623984 + Penalty 4340.260236 = -982077.363748
  nChanged 5
		SP:Iteration 69Q (139635.810000 sec): 3 clusters
  Score: Raw -986419.131947 + Penalty 4340.260236 = -982078.871711
  nChanged 4
		SP:Iteration 70Q (139636.010000 sec): 3 clusters
  Score: Raw -986420.493746 + Penalty 4340.260236 = -982080.233511
  nChanged 5
		SP:Iteration 71Q (139636.140000 sec): 3 clusters
  Score: Raw -986421.594643 + Penalty 4340.260236 = -982081.334407
  nChanged 1
		SP:Iteration 72Q (139636.360000 sec): 3 clusters
  Score: Raw -986421.704479 + Penalty 4340.260236 = -982081.444244
  nChanged 1
		SP:Iteration 73Q (139636.480000 sec): 3 clusters
  Score: Raw -986422.089072 + Penalty 4340.260236 = -982081.828836
  nChanged 2
		SP:Iteration 74Q (139636.690000 sec): 3 clusters
  Score: Raw -986422.597495 + Penalty 4340.260236 = -982082.337259
  nChanged 2
		SP:Iteration 75Q (139636.810000 sec): 3 clusters
  Score: Raw -986423.331087 + Penalty 4340.260236 = -982083.070851
  nChanged 4
		SP:Iteration 76Q (139637.030000 sec): 3 clusters
  Score: Raw -986424.407856 + Penalty 4340.260236 = -982084.147620
  nChanged 2
		SP:Iteration 77Q (139637.150000 sec): 3 clusters
  Score: Raw -986425.137911 + Penalty 4340.260236 = -982084.877675
  nChanged 3
		SP:Iteration 78Q (139637.370000 sec): 3 clusters
  Score: Raw -986426.108768 + Penalty 4340.260236 = -982085.848532
  nChanged 3
		SP:Iteration 79Q (139637.490000 sec): 3 clusters
  Score: Raw -986427.287980 + Penalty 4340.260236 = -982087.027744
  nChanged 4
		SP:Iteration 80F (139637.710000 sec): 3 clusters
  Score: Raw -986428.104141 + Penalty 4340.260236 = -982087.843905
  nChanged 2
		SP:Iteration 81Q (139637.890000 sec): 3 clusters
  Score: Raw -986428.518394 + Penalty 4340.260236 = -982088.258158
  nChanged 0
		SP:Iteration 82F (139638.100000 sec): 3 clusters
  Score: Raw -986428.518394 + Penalty 4340.260236 = -982088.258158
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (18796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139638.330000 sec): 2 clusters
  Score: Raw -3094405.146427 + Penalty 2440.667041 = -3091964.479386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139638.610000 sec): 3 clusters
  Score: Raw -3083581.134786 + Penalty 4881.334083 = -3078699.800703
  nChanged 8235
		SP:Iteration 1F (139638.980000 sec): 3 clusters
  Score: Raw -3087930.925022 + Penalty 4881.334083 = -3083049.590940
  nChanged 962
		SP:Iteration 2F (139639.230000 sec): 3 clusters
  Score: Raw -3088270.934184 + Penalty 4881.334083 = -3083389.600101
  nChanged 796
		SP:Iteration 3Q (139639.550000 sec): 3 clusters
  Score: Raw -3088525.767866 + Penalty 4881.334083 = -3083644.433783
  nChanged 697
		SP:Iteration 4Q (139639.910000 sec): 3 clusters
  Score: Raw -3088752.139697 + Penalty 4881.334083 = -3083870.805614
  nChanged 600
		SP:Iteration 5Q (139640.250000 sec): 3 clusters
  Score: Raw -3088925.216492 + Penalty 4881.334083 = -3084043.882409
  nChanged 537
		SP:Iteration 6Q (139640.600000 sec): 3 clusters
  Score: Raw -3089085.720758 + Penalty 4881.334083 = -3084204.386676
  nChanged 531
		SP:Iteration 7Q (139640.930000 sec): 3 clusters
  Score: Raw -3089258.211385 + Penalty 4881.334083 = -3084376.877303
  nChanged 552
		SP:Iteration 8Q (139641.280000 sec): 3 clusters
  Score: Raw -3089453.546930 + Penalty 4881.334083 = -3084572.212847
  nChanged 632
		SP:Iteration 9Q (139641.670000 sec): 3 clusters
  Score: Raw -3089709.105318 + Penalty 4881.334083 = -3084827.771235
  nChanged 751
		SP:Iteration 10Q (139642.010000 sec): 3 clusters
  Score: Raw -3090046.513737 + Penalty 4881.334083 = -3085165.179654
  nChanged 853
		SP:Iteration 11Q (139642.340000 sec): 3 clusters
  Score: Raw -3090510.869110 + Penalty 4881.334083 = -3085629.535028
  nChanged 984
		SP:Iteration 12F (139642.680000 sec): 3 clusters
  Score: Raw -3091136.153725 + Penalty 4881.334083 = -3086254.819643
  nChanged 1040
		SP:Iteration 13F (139642.990000 sec): 3 clusters
  Score: Raw -3091911.520115 + Penalty 4881.334083 = -3087030.186032
  nChanged 966
		SP:Iteration 14F (139643.290000 sec): 3 clusters
  Score: Raw -3092732.054730 + Penalty 4881.334083 = -3087850.720648
  nChanged 816
		SP:Iteration 15Q (139643.650000 sec): 3 clusters
  Score: Raw -3093472.448069 + Penalty 4881.334083 = -3088591.113986
  nChanged 509
		SP:Iteration 16Q (139643.910000 sec): 3 clusters
  Score: Raw -3093932.716822 + Penalty 4881.334083 = -3089051.382739
  nChanged 285
		SP:Iteration 17Q (139644.230000 sec): 3 clusters
  Score: Raw -3094211.195786 + Penalty 4881.334083 = -3089329.861703
  nChanged 188
		SP:Iteration 18Q (139644.490000 sec): 3 clusters
  Score: Raw -3094388.966563 + Penalty 4881.334083 = -3089507.632480
  nChanged 93
		SP:Iteration 19Q (139644.850000 sec): 3 clusters
  Score: Raw -3094489.719041 + Penalty 4881.334083 = -3089608.384958
  nChanged 43
		SP:Iteration 20F (139645.130000 sec): 3 clusters
  Score: Raw -3094541.370733 + Penalty 4881.334083 = -3089660.036650
  nChanged 34
		SP:Iteration 21Q (139645.400000 sec): 3 clusters
  Score: Raw -3094583.938662 + Penalty 4881.334083 = -3089702.604579
  nChanged 19
		SP:Iteration 22Q (139645.680000 sec): 3 clusters
  Score: Raw -3094613.315126 + Penalty 4881.334083 = -3089731.981043
  nChanged 16
		SP:Iteration 23Q (139645.980000 sec): 3 clusters
  Score: Raw -3094637.315952 + Penalty 4881.334083 = -3089755.981869
  nChanged 17
		SP:Iteration 24Q (139646.300000 sec): 3 clusters
  Score: Raw -3094660.237262 + Penalty 4881.334083 = -3089778.903179
  nChanged 13
		SP:Iteration 25Q (139646.610000 sec): 3 clusters
  Score: Raw -3094679.949563 + Penalty 4881.334083 = -3089798.615481
  nChanged 9
		SP:Iteration 26Q (139646.960000 sec): 3 clusters
  Score: Raw -3094695.734860 + Penalty 4881.334083 = -3089814.400777
  nChanged 2
		SP:Iteration 27Q (139647.220000 sec): 3 clusters
  Score: Raw -3094697.906148 + Penalty 4881.334083 = -3089816.572066
  nChanged 1
		SP:Iteration 28Q (139647.520000 sec): 3 clusters
  Score: Raw -3094698.932565 + Penalty 4881.334083 = -3089817.598482
  nChanged 1
		SP:Iteration 29Q (139647.790000 sec): 3 clusters
  Score: Raw -3094699.651269 + Penalty 4881.334083 = -3089818.317187
  nChanged 2
		SP:Iteration 30Q (139648.130000 sec): 3 clusters
  Score: Raw -3094701.134889 + Penalty 4881.334083 = -3089819.800806
  nChanged 2
		SP:Iteration 31Q (139648.420000 sec): 3 clusters
  Score: Raw -3094702.358030 + Penalty 4881.334083 = -3089821.023947
  nChanged 2
		SP:Iteration 32Q (139648.710000 sec): 3 clusters
  Score: Raw -3094703.464824 + Penalty 4881.334083 = -3089822.130741
  nChanged 0
		SP:Iteration 33F (139648.940000 sec): 3 clusters
  Score: Raw -3094703.464824 + Penalty 4881.334083 = -3089822.130741
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (18742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139649.120000 sec): 2 clusters
  Score: Raw -3004127.453284 + Penalty 2439.953524 = -3001687.499760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139649.360000 sec): 3 clusters
  Score: Raw -2993266.558796 + Penalty 4879.907048 = -2988386.651748
  nChanged 8248
		SP:Iteration 1F (139649.570000 sec): 3 clusters
  Score: Raw -2997668.247507 + Penalty 4879.907048 = -2992788.340459
  nChanged 1021
		SP:Iteration 2F (139649.810000 sec): 3 clusters
  Score: Raw -2998070.706509 + Penalty 4879.907048 = -2993190.799461
  nChanged 883
		SP:Iteration 3Q (139650.130000 sec): 3 clusters
  Score: Raw -2998458.218666 + Penalty 4879.907048 = -2993578.311618
  nChanged 829
		SP:Iteration 4Q (139650.370000 sec): 3 clusters
  Score: Raw -2998869.725510 + Penalty 4879.907048 = -2993989.818462
  nChanged 875
		SP:Iteration 5Q (139650.670000 sec): 3 clusters
  Score: Raw -2999347.509529 + Penalty 4879.907048 = -2994467.602481
  nChanged 919
		SP:Iteration 6Q (139651.030000 sec): 3 clusters
  Score: Raw -2999843.165118 + Penalty 4879.907048 = -2994963.258070
  nChanged 880
		SP:Iteration 7Q (139651.380000 sec): 3 clusters
  Score: Raw -3000343.974255 + Penalty 4879.907048 = -2995464.067207
  nChanged 866
		SP:Iteration 8Q (139651.710000 sec): 3 clusters
  Score: Raw -3000849.066270 + Penalty 4879.907048 = -2995969.159222
  nChanged 859
		SP:Iteration 9Q (139652.030000 sec): 3 clusters
  Score: Raw -3001355.471161 + Penalty 4879.907048 = -2996475.564114
  nChanged 756
		SP:Iteration 10Q (139652.320000 sec): 3 clusters
  Score: Raw -3001751.245635 + Penalty 4879.907048 = -2996871.338587
  nChanged 656
		SP:Iteration 11Q (139652.670000 sec): 3 clusters
  Score: Raw -3002100.769369 + Penalty 4879.907048 = -2997220.862321
  nChanged 578
		SP:Iteration 12Q (139652.910000 sec): 3 clusters
  Score: Raw -3002391.238949 + Penalty 4879.907048 = -2997511.331901
  nChanged 528
		SP:Iteration 13Q (139653.220000 sec): 3 clusters
  Score: Raw -3002623.996319 + Penalty 4879.907048 = -2997744.089272
  nChanged 491
		SP:Iteration 14Q (139653.530000 sec): 3 clusters
  Score: Raw -3002841.805438 + Penalty 4879.907048 = -2997961.898390
  nChanged 427
		SP:Iteration 15Q (139653.860000 sec): 3 clusters
  Score: Raw -3003019.035894 + Penalty 4879.907048 = -2998139.128846
  nChanged 386
		SP:Iteration 16Q (139654.160000 sec): 3 clusters
  Score: Raw -3003166.529570 + Penalty 4879.907048 = -2998286.622522
  nChanged 330
		SP:Iteration 17Q (139654.510000 sec): 3 clusters
  Score: Raw -3003274.500272 + Penalty 4879.907048 = -2998394.593224
  nChanged 281
		SP:Iteration 18Q (139654.790000 sec): 3 clusters
  Score: Raw -3003355.189668 + Penalty 4879.907048 = -2998475.282620
  nChanged 241
		SP:Iteration 19Q (139655.200000 sec): 3 clusters
  Score: Raw -3003425.421291 + Penalty 4879.907048 = -2998545.514244
  nChanged 228
		SP:Iteration 20F (139655.550000 sec): 3 clusters
  Score: Raw -3003493.553131 + Penalty 4879.907048 = -2998613.646083
  nChanged 208
		SP:Iteration 21Q (139655.810000 sec): 3 clusters
  Score: Raw -3003544.967699 + Penalty 4879.907048 = -2998665.060651
  nChanged 168
		SP:Iteration 22Q (139656.080000 sec): 3 clusters
  Score: Raw -3003582.148136 + Penalty 4879.907048 = -2998702.241088
  nChanged 144
		SP:Iteration 23Q (139656.390000 sec): 3 clusters
  Score: Raw -3003614.883946 + Penalty 4879.907048 = -2998734.976898
  nChanged 117
		SP:Iteration 24Q (139656.720000 sec): 3 clusters
  Score: Raw -3003640.727858 + Penalty 4879.907048 = -2998760.820810
  nChanged 127
		SP:Iteration 25Q (139657.040000 sec): 3 clusters
  Score: Raw -3003668.576773 + Penalty 4879.907048 = -2998788.669725
  nChanged 131
		SP:Iteration 26Q (139657.320000 sec): 3 clusters
  Score: Raw -3003696.035645 + Penalty 4879.907048 = -2998816.128597
  nChanged 106
		SP:Iteration 27Q (139657.540000 sec): 3 clusters
  Score: Raw -3003716.592754 + Penalty 4879.907048 = -2998836.685707
  nChanged 99
		SP:Iteration 28Q (139657.810000 sec): 3 clusters
  Score: Raw -3003736.616417 + Penalty 4879.907048 = -2998856.709369
  nChanged 101
		SP:Iteration 29Q (139658.180000 sec): 3 clusters
  Score: Raw -3003756.741968 + Penalty 4879.907048 = -2998876.834921
  nChanged 98
		SP:Iteration 30Q (139658.450000 sec): 3 clusters
  Score: Raw -3003775.280631 + Penalty 4879.907048 = -2998895.373583
  nChanged 94
		SP:Iteration 31Q (139658.780000 sec): 3 clusters
  Score: Raw -3003796.736201 + Penalty 4879.907048 = -2998916.829153
  nChanged 107
		SP:Iteration 32Q (139659.100000 sec): 3 clusters
  Score: Raw -3003821.430796 + Penalty 4879.907048 = -2998941.523748
  nChanged 113
		SP:Iteration 33Q (139659.470000 sec): 3 clusters
  Score: Raw -3003850.514702 + Penalty 4879.907048 = -2998970.607654
  nChanged 130
		SP:Iteration 34Q (139659.780000 sec): 3 clusters
  Score: Raw -3003882.150053 + Penalty 4879.907048 = -2999002.243005
  nChanged 131
		SP:Iteration 35Q (139660.110000 sec): 3 clusters
  Score: Raw -3003917.785716 + Penalty 4879.907048 = -2999037.878668
  nChanged 146
		SP:Iteration 36Q (139660.360000 sec): 3 clusters
  Score: Raw -3003959.356002 + Penalty 4879.907048 = -2999079.448954
  nChanged 141
		SP:Iteration 37Q (139660.640000 sec): 3 clusters
  Score: Raw -3003998.665276 + Penalty 4879.907048 = -2999118.758228
  nChanged 141
		SP:Iteration 38Q (139660.920000 sec): 3 clusters
  Score: Raw -3004040.138777 + Penalty 4879.907048 = -2999160.231729
  nChanged 143
		SP:Iteration 39Q (139661.270000 sec): 3 clusters
  Score: Raw -3004079.393226 + Penalty 4879.907048 = -2999199.486178
  nChanged 133
		SP:Iteration 40F (139661.550000 sec): 3 clusters
  Score: Raw -3004114.751345 + Penalty 4879.907048 = -2999234.844297
  nChanged 141
		SP:Iteration 41Q (139661.870000 sec): 3 clusters
  Score: Raw -3004159.625302 + Penalty 4879.907048 = -2999279.718255
  nChanged 134
		SP:Iteration 42Q (139662.130000 sec): 3 clusters
  Score: Raw -3004196.952926 + Penalty 4879.907048 = -2999317.045878
  nChanged 134
		SP:Iteration 43Q (139662.480000 sec): 3 clusters
  Score: Raw -3004232.525887 + Penalty 4879.907048 = -2999352.618839
  nChanged 133
		SP:Iteration 44Q (139662.810000 sec): 3 clusters
  Score: Raw -3004268.612424 + Penalty 4879.907048 = -2999388.705377
  nChanged 125
		SP:Iteration 45Q (139663.180000 sec): 3 clusters
  Score: Raw -3004301.285225 + Penalty 4879.907048 = -2999421.378177
  nChanged 95
		SP:Iteration 46Q (139663.500000 sec): 3 clusters
  Score: Raw -3004326.026313 + Penalty 4879.907048 = -2999446.119265
  nChanged 94
		SP:Iteration 47Q (139663.810000 sec): 3 clusters
  Score: Raw -3004350.919902 + Penalty 4879.907048 = -2999471.012854
  nChanged 114
		SP:Iteration 48Q (139664.140000 sec): 3 clusters
  Score: Raw -3004381.082136 + Penalty 4879.907048 = -2999501.175088
  nChanged 97
		SP:Iteration 49Q (139664.470000 sec): 3 clusters
  Score: Raw -3004405.200238 + Penalty 4879.907048 = -2999525.293191
  nChanged 98
		SP:Iteration 50Q (139664.780000 sec): 3 clusters
  Score: Raw -3004431.450121 + Penalty 4879.907048 = -2999551.543073
  nChanged 94
		SP:Iteration 51Q (139665.160000 sec): 3 clusters
  Score: Raw -3004456.021731 + Penalty 4879.907048 = -2999576.114683
  nChanged 81
		SP:Iteration 52Q (139665.480000 sec): 3 clusters
  Score: Raw -3004480.224691 + Penalty 4879.907048 = -2999600.317643
  nChanged 92
		SP:Iteration 53Q (139665.790000 sec): 3 clusters
  Score: Raw -3004508.254027 + Penalty 4879.907048 = -2999628.346979
  nChanged 79
		SP:Iteration 54Q (139666.190000 sec): 3 clusters
  Score: Raw -3004529.467801 + Penalty 4879.907048 = -2999649.560754
  nChanged 68
		SP:Iteration 55Q (139666.560000 sec): 3 clusters
  Score: Raw -3004547.403250 + Penalty 4879.907048 = -2999667.496202
  nChanged 63
		SP:Iteration 56Q (139666.830000 sec): 3 clusters
  Score: Raw -3004564.085851 + Penalty 4879.907048 = -2999684.178803
  nChanged 64
		SP:Iteration 57Q (139667.140000 sec): 3 clusters
  Score: Raw -3004581.498147 + Penalty 4879.907048 = -2999701.591100
  nChanged 57
		SP:Iteration 58Q (139667.470000 sec): 3 clusters
  Score: Raw -3004595.720355 + Penalty 4879.907048 = -2999715.813308
  nChanged 55
		SP:Iteration 59Q (139667.790000 sec): 3 clusters
  Score: Raw -3004607.958734 + Penalty 4879.907048 = -2999728.051686
  nChanged 40
		SP:Iteration 60F (139668.080000 sec): 3 clusters
  Score: Raw -3004618.355489 + Penalty 4879.907048 = -2999738.448441
  nChanged 42
		SP:Iteration 61Q (139668.370000 sec): 3 clusters
  Score: Raw -3004630.326281 + Penalty 4879.907048 = -2999750.419233
  nChanged 56
		SP:Iteration 62Q (139668.700000 sec): 3 clusters
  Score: Raw -3004645.714082 + Penalty 4879.907048 = -2999765.807034
  nChanged 48
		SP:Iteration 63Q (139668.930000 sec): 3 clusters
  Score: Raw -3004658.982031 + Penalty 4879.907048 = -2999779.074983
  nChanged 44
		SP:Iteration 64Q (139669.150000 sec): 3 clusters
  Score: Raw -3004668.858789 + Penalty 4879.907048 = -2999788.951741
  nChanged 43
		SP:Iteration 65Q (139669.440000 sec): 3 clusters
  Score: Raw -3004679.483654 + Penalty 4879.907048 = -2999799.576606
  nChanged 42
		SP:Iteration 66Q (139669.740000 sec): 3 clusters
  Score: Raw -3004694.863892 + Penalty 4879.907048 = -2999814.956844
  nChanged 50
		SP:Iteration 67Q (139669.990000 sec): 3 clusters
  Score: Raw -3004712.064308 + Penalty 4879.907048 = -2999832.157261
  nChanged 45
		SP:Iteration 68Q (139670.340000 sec): 3 clusters
  Score: Raw -3004726.779461 + Penalty 4879.907048 = -2999846.872413
  nChanged 43
		SP:Iteration 69Q (139670.590000 sec): 3 clusters
  Score: Raw -3004737.297630 + Penalty 4879.907048 = -2999857.390582
  nChanged 38
		SP:Iteration 70Q (139670.910000 sec): 3 clusters
  Score: Raw -3004747.473387 + Penalty 4879.907048 = -2999867.566340
  nChanged 35
		SP:Iteration 71Q (139671.180000 sec): 3 clusters
  Score: Raw -3004756.878730 + Penalty 4879.907048 = -2999876.971683
  nChanged 35
		SP:Iteration 72Q (139671.480000 sec): 3 clusters
  Score: Raw -3004767.247248 + Penalty 4879.907048 = -2999887.340200
  nChanged 33
		SP:Iteration 73Q (139671.790000 sec): 3 clusters
  Score: Raw -3004776.172744 + Penalty 4879.907048 = -2999896.265696
  nChanged 25
		SP:Iteration 74Q (139672.070000 sec): 3 clusters
  Score: Raw -3004784.255081 + Penalty 4879.907048 = -2999904.348033
  nChanged 26
		SP:Iteration 75Q (139672.390000 sec): 3 clusters
  Score: Raw -3004791.017925 + Penalty 4879.907048 = -2999911.110877
  nChanged 26
		SP:Iteration 76Q (139672.630000 sec): 3 clusters
  Score: Raw -3004798.301399 + Penalty 4879.907048 = -2999918.394351
  nChanged 29
		SP:Iteration 77Q (139672.890000 sec): 3 clusters
  Score: Raw -3004806.521197 + Penalty 4879.907048 = -2999926.614150
  nChanged 22
		SP:Iteration 78Q (139673.140000 sec): 3 clusters
  Score: Raw -3004812.763125 + Penalty 4879.907048 = -2999932.856077
  nChanged 30
		SP:Iteration 79Q (139673.420000 sec): 3 clusters
  Score: Raw -3004821.117883 + Penalty 4879.907048 = -2999941.210836
  nChanged 32
		SP:Iteration 80F (139673.760000 sec): 3 clusters
  Score: Raw -3004830.517874 + Penalty 4879.907048 = -2999950.610826
  nChanged 29
		SP:Iteration 81Q (139674.030000 sec): 3 clusters
  Score: Raw -3004838.221465 + Penalty 4879.907048 = -2999958.314417
  nChanged 23
		SP:Iteration 82Q (139674.350000 sec): 3 clusters
  Score: Raw -3004843.954009 + Penalty 4879.907048 = -2999964.046961
  nChanged 23
		SP:Iteration 83Q (139674.620000 sec): 3 clusters
  Score: Raw -3004851.446760 + Penalty 4879.907048 = -2999971.539712
  nChanged 25
		SP:Iteration 84Q (139674.950000 sec): 3 clusters
  Score: Raw -3004859.344223 + Penalty 4879.907048 = -2999979.437176
  nChanged 28
		SP:Iteration 85Q (139675.230000 sec): 3 clusters
  Score: Raw -3004867.579078 + Penalty 4879.907048 = -2999987.672030
  nChanged 23
		SP:Iteration 86Q (139675.550000 sec): 3 clusters
  Score: Raw -3004874.216772 + Penalty 4879.907048 = -2999994.309724
  nChanged 17
		SP:Iteration 87Q (139675.830000 sec): 3 clusters
  Score: Raw -3004879.915882 + Penalty 4879.907048 = -3000000.008834
  nChanged 28
		SP:Iteration 88Q (139676.150000 sec): 3 clusters
  Score: Raw -3004888.180443 + Penalty 4879.907048 = -3000008.273396
  nChanged 28
		SP:Iteration 89Q (139676.480000 sec): 3 clusters
  Score: Raw -3004896.792549 + Penalty 4879.907048 = -3000016.885501
  nChanged 18
		SP:Iteration 90Q (139676.760000 sec): 3 clusters
  Score: Raw -3004901.213127 + Penalty 4879.907048 = -3000021.306079
  nChanged 14
		SP:Iteration 91Q (139677.110000 sec): 3 clusters
  Score: Raw -3004905.425674 + Penalty 4879.907048 = -3000025.518626
  nChanged 15
		SP:Iteration 92Q (139677.390000 sec): 3 clusters
  Score: Raw -3004909.998260 + Penalty 4879.907048 = -3000030.091212
  nChanged 14
		SP:Iteration 93Q (139677.640000 sec): 3 clusters
  Score: Raw -3004914.018989 + Penalty 4879.907048 = -3000034.111942
  nChanged 8
		SP:Iteration 94Q (139677.970000 sec): 3 clusters
  Score: Raw -3004916.223836 + Penalty 4879.907048 = -3000036.316789
  nChanged 12
		SP:Iteration 95Q (139678.240000 sec): 3 clusters
  Score: Raw -3004919.090956 + Penalty 4879.907048 = -3000039.183908
  nChanged 9
		SP:Iteration 96Q (139678.620000 sec): 3 clusters
  Score: Raw -3004922.257073 + Penalty 4879.907048 = -3000042.350025
  nChanged 14
		SP:Iteration 97Q (139678.910000 sec): 3 clusters
  Score: Raw -3004925.869085 + Penalty 4879.907048 = -3000045.962038
  nChanged 13
		SP:Iteration 98Q (139679.240000 sec): 3 clusters
  Score: Raw -3004930.186292 + Penalty 4879.907048 = -3000050.279245
  nChanged 15
		SP:Iteration 99Q (139679.510000 sec): 3 clusters
  Score: Raw -3004934.549774 + Penalty 4879.907048 = -3000054.642726
  nChanged 15
		SP:Iteration 100F (139679.870000 sec): 3 clusters
  Score: Raw -3004938.286603 + Penalty 4879.907048 = -3000058.379555
  nChanged 13
		SP:Iteration 101Q (139680.180000 sec): 3 clusters
  Score: Raw -3004941.283478 + Penalty 4879.907048 = -3000061.376430
  nChanged 8
		SP:Iteration 102Q (139680.500000 sec): 3 clusters
  Score: Raw -3004943.731822 + Penalty 4879.907048 = -3000063.824774
  nChanged 7
		SP:Iteration 103Q (139680.810000 sec): 3 clusters
  Score: Raw -3004944.941089 + Penalty 4879.907048 = -3000065.034042
  nChanged 3
		SP:Iteration 104Q (139681.030000 sec): 3 clusters
  Score: Raw -3004946.282840 + Penalty 4879.907048 = -3000066.375792
  nChanged 7
		SP:Iteration 105Q (139681.310000 sec): 3 clusters
  Score: Raw -3004949.763815 + Penalty 4879.907048 = -3000069.856767
  nChanged 9
		SP:Iteration 106Q (139681.560000 sec): 3 clusters
  Score: Raw -3004953.767131 + Penalty 4879.907048 = -3000073.860083
  nChanged 19
		SP:Iteration 107Q (139681.830000 sec): 3 clusters
  Score: Raw -3004961.258976 + Penalty 4879.907048 = -3000081.351928
  nChanged 19
		SP:Iteration 108Q (139682.100000 sec): 3 clusters
  Score: Raw -3004966.929552 + Penalty 4879.907048 = -3000087.022504
  nChanged 17
		SP:Iteration 109Q (139682.350000 sec): 3 clusters
  Score: Raw -3004972.828995 + Penalty 4879.907048 = -3000092.921948
  nChanged 29
		SP:Iteration 110Q (139682.620000 sec): 3 clusters
  Score: Raw -3004981.781465 + Penalty 4879.907048 = -3000101.874418
  nChanged 21
		SP:Iteration 111Q (139682.910000 sec): 3 clusters
  Score: Raw -3004989.120096 + Penalty 4879.907048 = -3000109.213049
  nChanged 26
		SP:Iteration 112Q (139683.180000 sec): 3 clusters
  Score: Raw -3004997.586562 + Penalty 4879.907048 = -3000117.679514
  nChanged 25
		SP:Iteration 113Q (139683.430000 sec): 3 clusters
  Score: Raw -3005004.833064 + Penalty 4879.907048 = -3000124.926017
  nChanged 17
		SP:Iteration 114Q (139683.720000 sec): 3 clusters
  Score: Raw -3005010.635621 + Penalty 4879.907048 = -3000130.728574
  nChanged 22
		SP:Iteration 115Q (139684.010000 sec): 3 clusters
  Score: Raw -3005016.427646 + Penalty 4879.907048 = -3000136.520598
  nChanged 20
		SP:Iteration 116Q (139684.310000 sec): 3 clusters
  Score: Raw -3005023.989940 + Penalty 4879.907048 = -3000144.082892
  nChanged 17
		SP:Iteration 117Q (139684.630000 sec): 3 clusters
  Score: Raw -3005030.475763 + Penalty 4879.907048 = -3000150.568716
  nChanged 20
		SP:Iteration 118Q (139684.910000 sec): 3 clusters
  Score: Raw -3005036.667639 + Penalty 4879.907048 = -3000156.760591
  nChanged 18
		SP:Iteration 119Q (139685.150000 sec): 3 clusters
  Score: Raw -3005041.736459 + Penalty 4879.907048 = -3000161.829411
  nChanged 22
		SP:Iteration 120F (139685.500000 sec): 3 clusters
  Score: Raw -3005047.725358 + Penalty 4879.907048 = -3000167.818310
  nChanged 13
		SP:Iteration 121Q (139685.760000 sec): 3 clusters
  Score: Raw -3005052.681678 + Penalty 4879.907048 = -3000172.774630
  nChanged 13
		SP:Iteration 122Q (139686.100000 sec): 3 clusters
  Score: Raw -3005056.078241 + Penalty 4879.907048 = -3000176.171193
  nChanged 6
		SP:Iteration 123Q (139686.370000 sec): 3 clusters
  Score: Raw -3005057.368137 + Penalty 4879.907048 = -3000177.461089
  nChanged 8
		SP:Iteration 124Q (139686.690000 sec): 3 clusters
  Score: Raw -3005060.247849 + Penalty 4879.907048 = -3000180.340802
  nChanged 11
		SP:Iteration 125Q (139686.950000 sec): 3 clusters
  Score: Raw -3005063.316764 + Penalty 4879.907048 = -3000183.409716
  nChanged 7
		SP:Iteration 126Q (139687.180000 sec): 3 clusters
  Score: Raw -3005065.514454 + Penalty 4879.907048 = -3000185.607406
  nChanged 6
		SP:Iteration 127Q (139687.430000 sec): 3 clusters
  Score: Raw -3005067.251394 + Penalty 4879.907048 = -3000187.344346
  nChanged 9
		SP:Iteration 128Q (139687.710000 sec): 3 clusters
  Score: Raw -3005069.344827 + Penalty 4879.907048 = -3000189.437780
  nChanged 3
		SP:Iteration 129Q (139687.950000 sec): 3 clusters
  Score: Raw -3005070.220911 + Penalty 4879.907048 = -3000190.313863
  nChanged 5
		SP:Iteration 130Q (139688.290000 sec): 3 clusters
  Score: Raw -3005071.332975 + Penalty 4879.907048 = -3000191.425927
  nChanged 5
		SP:Iteration 131Q (139688.540000 sec): 3 clusters
  Score: Raw -3005072.253466 + Penalty 4879.907048 = -3000192.346418
  nChanged 4
		SP:Iteration 132Q (139688.770000 sec): 3 clusters
  Score: Raw -3005072.944636 + Penalty 4879.907048 = -3000193.037588
  nChanged 1
		SP:Iteration 133Q (139689.130000 sec): 3 clusters
  Score: Raw -3005073.158246 + Penalty 4879.907048 = -3000193.251199
  nChanged 3
		SP:Iteration 134Q (139689.430000 sec): 3 clusters
  Score: Raw -3005073.652815 + Penalty 4879.907048 = -3000193.745768
  nChanged 5
		SP:Iteration 135Q (139689.770000 sec): 3 clusters
  Score: Raw -3005074.627400 + Penalty 4879.907048 = -3000194.720353
  nChanged 1
		SP:Iteration 136Q (139690.010000 sec): 3 clusters
  Score: Raw -3005074.748286 + Penalty 4879.907048 = -3000194.841238
  nChanged 2
		SP:Iteration 137Q (139690.340000 sec): 3 clusters
  Score: Raw -3005074.946973 + Penalty 4879.907048 = -3000195.039925
  nChanged 3
		SP:Iteration 138Q (139690.650000 sec): 3 clusters
  Score: Raw -3005075.528937 + Penalty 4879.907048 = -3000195.621890
  nChanged 2
		SP:Iteration 139Q (139690.960000 sec): 3 clusters
  Score: Raw -3005075.987573 + Penalty 4879.907048 = -3000196.080525
  nChanged 6
		SP:Iteration 140F (139691.330000 sec): 3 clusters
  Score: Raw -3005077.492851 + Penalty 4879.907048 = -3000197.585804
  nChanged 2
		SP:Iteration 141Q (139691.670000 sec): 3 clusters
  Score: Raw -3005077.724654 + Penalty 4879.907048 = -3000197.817606
  nChanged 3
		SP:Iteration 142Q (139692.010000 sec): 3 clusters
  Score: Raw -3005078.195086 + Penalty 4879.907048 = -3000198.288038
  nChanged 1
		SP:Iteration 143Q (139692.370000 sec): 3 clusters
  Score: Raw -3005078.309458 + Penalty 4879.907048 = -3000198.402411
  nChanged 1
		SP:Iteration 144Q (139692.760000 sec): 3 clusters
  Score: Raw -3005078.510392 + Penalty 4879.907048 = -3000198.603345
  nChanged 0
		SP:Iteration 145F (139693.120000 sec): 3 clusters
  Score: Raw -3005078.510392 + Penalty 4879.907048 = -3000198.603345
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (13793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139693.370000 sec): 2 clusters
  Score: Raw -2187848.356607 + Penalty 2363.915291 = -2185484.441316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139693.720000 sec): 3 clusters
  Score: Raw -2180101.595390 + Penalty 4727.830582 = -2175373.764808
  nChanged 5905
		SP:Iteration 1F (139694.150000 sec): 3 clusters
  Score: Raw -2183180.808665 + Penalty 4727.830582 = -2178452.978083
  nChanged 781
		SP:Iteration 2F (139694.480000 sec): 3 clusters
  Score: Raw -2183481.682222 + Penalty 4727.830582 = -2178753.851640
  nChanged 604
		SP:Iteration 3Q (139694.760000 sec): 3 clusters
  Score: Raw -2183714.163441 + Penalty 4727.830582 = -2178986.332859
  nChanged 556
		SP:Iteration 4Q (139695.050000 sec): 3 clusters
  Score: Raw -2183957.473160 + Penalty 4727.830582 = -2179229.642578
  nChanged 591
		SP:Iteration 5Q (139695.430000 sec): 3 clusters
  Score: Raw -2184229.256351 + Penalty 4727.830582 = -2179501.425769
  nChanged 596
		SP:Iteration 6Q (139695.740000 sec): 3 clusters
  Score: Raw -2184527.089338 + Penalty 4727.830582 = -2179799.258755
  nChanged 642
		SP:Iteration 7Q (139696.020000 sec): 3 clusters
  Score: Raw -2184917.041332 + Penalty 4727.830582 = -2180189.210749
  nChanged 682
		SP:Iteration 8Q (139696.410000 sec): 3 clusters
  Score: Raw -2185367.594328 + Penalty 4727.830582 = -2180639.763746
  nChanged 687
		SP:Iteration 9Q (139696.740000 sec): 3 clusters
  Score: Raw -2185846.318065 + Penalty 4727.830582 = -2181118.487483
  nChanged 637
		SP:Iteration 10Q (139697.020000 sec): 3 clusters
  Score: Raw -2186323.330048 + Penalty 4727.830582 = -2181595.499466
  nChanged 541
		SP:Iteration 11Q (139697.290000 sec): 3 clusters
  Score: Raw -2186734.468429 + Penalty 4727.830582 = -2182006.637847
  nChanged 428
		SP:Iteration 12Q (139697.580000 sec): 3 clusters
  Score: Raw -2187078.364679 + Penalty 4727.830582 = -2182350.534097
  nChanged 380
		SP:Iteration 13Q (139697.880000 sec): 3 clusters
  Score: Raw -2187380.755975 + Penalty 4727.830582 = -2182652.925393
  nChanged 270
		SP:Iteration 14Q (139698.200000 sec): 3 clusters
  Score: Raw -2187584.300097 + Penalty 4727.830582 = -2182856.469515
  nChanged 194
		SP:Iteration 15Q (139698.420000 sec): 3 clusters
  Score: Raw -2187747.742474 + Penalty 4727.830582 = -2183019.911892
  nChanged 166
		SP:Iteration 16Q (139698.690000 sec): 3 clusters
  Score: Raw -2187898.956371 + Penalty 4727.830582 = -2183171.125789
  nChanged 111
		SP:Iteration 17Q (139699.000000 sec): 3 clusters
  Score: Raw -2187985.934751 + Penalty 4727.830582 = -2183258.104168
  nChanged 65
		SP:Iteration 18Q (139699.220000 sec): 3 clusters
  Score: Raw -2188035.099591 + Penalty 4727.830582 = -2183307.269008
  nChanged 49
		SP:Iteration 19Q (139699.460000 sec): 3 clusters
  Score: Raw -2188082.043285 + Penalty 4727.830582 = -2183354.212703
  nChanged 36
		SP:Iteration 20F (139699.720000 sec): 3 clusters
  Score: Raw -2188113.120755 + Penalty 4727.830582 = -2183385.290173
  nChanged 22
		SP:Iteration 21Q (139699.990000 sec): 3 clusters
  Score: Raw -2188128.298097 + Penalty 4727.830582 = -2183400.467515
  nChanged 17
		SP:Iteration 22Q (139700.220000 sec): 3 clusters
  Score: Raw -2188141.426586 + Penalty 4727.830582 = -2183413.596004
  nChanged 10
		SP:Iteration 23Q (139700.440000 sec): 3 clusters
  Score: Raw -2188150.812284 + Penalty 4727.830582 = -2183422.981702
  nChanged 18
		SP:Iteration 24Q (139700.700000 sec): 3 clusters
  Score: Raw -2188166.899222 + Penalty 4727.830582 = -2183439.068640
  nChanged 7
		SP:Iteration 25Q (139700.920000 sec): 3 clusters
  Score: Raw -2188172.191667 + Penalty 4727.830582 = -2183444.361085
  nChanged 8
		SP:Iteration 26Q (139701.170000 sec): 3 clusters
  Score: Raw -2188177.141184 + Penalty 4727.830582 = -2183449.310602
  nChanged 6
		SP:Iteration 27Q (139701.440000 sec): 3 clusters
  Score: Raw -2188180.813360 + Penalty 4727.830582 = -2183452.982778
  nChanged 4
		SP:Iteration 28Q (139701.670000 sec): 3 clusters
  Score: Raw -2188185.354979 + Penalty 4727.830582 = -2183457.524397
  nChanged 2
		SP:Iteration 29Q (139701.900000 sec): 3 clusters
  Score: Raw -2188187.483516 + Penalty 4727.830582 = -2183459.652934
  nChanged 4
		SP:Iteration 30Q (139702.140000 sec): 3 clusters
  Score: Raw -2188190.365796 + Penalty 4727.830582 = -2183462.535214
  nChanged 4
		SP:Iteration 31Q (139702.400000 sec): 3 clusters
  Score: Raw -2188193.878207 + Penalty 4727.830582 = -2183466.047625
  nChanged 3
		SP:Iteration 32Q (139702.710000 sec): 3 clusters
  Score: Raw -2188197.559509 + Penalty 4727.830582 = -2183469.728927
  nChanged 3
		SP:Iteration 33Q (139702.920000 sec): 3 clusters
  Score: Raw -2188200.082529 + Penalty 4727.830582 = -2183472.251947
  nChanged 6
		SP:Iteration 34Q (139703.230000 sec): 3 clusters
  Score: Raw -2188203.719315 + Penalty 4727.830582 = -2183475.888733
  nChanged 5
		SP:Iteration 35Q (139703.490000 sec): 3 clusters
  Score: Raw -2188208.436535 + Penalty 4727.830582 = -2183480.605953
  nChanged 2
		SP:Iteration 36Q (139703.790000 sec): 3 clusters
  Score: Raw -2188210.562529 + Penalty 4727.830582 = -2183482.731946
  nChanged 2
		SP:Iteration 37Q (139704.070000 sec): 3 clusters
  Score: Raw -2188212.389503 + Penalty 4727.830582 = -2183484.558921
  nChanged 1
		SP:Iteration 38Q (139704.320000 sec): 3 clusters
  Score: Raw -2188213.049386 + Penalty 4727.830582 = -2183485.218804
  nChanged 1
		SP:Iteration 39Q (139704.630000 sec): 3 clusters
  Score: Raw -2188213.497062 + Penalty 4727.830582 = -2183485.666480
  nChanged 0
		SP:Iteration 40F (139704.940000 sec): 3 clusters
  Score: Raw -2188213.497062 + Penalty 4727.830582 = -2183485.666480
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (23914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139705.220000 sec): 2 clusters
  Score: Raw -3782075.934865 + Penalty 2500.390396 = -3779575.544468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139705.530000 sec): 3 clusters
  Score: Raw -3767819.934158 + Penalty 5000.780793 = -3762819.153366
  nChanged 10729
		SP:Iteration 1F (139705.890000 sec): 3 clusters
  Score: Raw -3773473.997270 + Penalty 5000.780793 = -3768473.216477
  nChanged 1169
		SP:Iteration 2Q (139706.310000 sec): 3 clusters
  Score: Raw -3773847.905867 + Penalty 5000.780793 = -3768847.125074
  nChanged 991
		SP:Iteration 3Q (139706.650000 sec): 3 clusters
  Score: Raw -3774126.691339 + Penalty 5000.780793 = -3769125.910546
  nChanged 822
		SP:Iteration 4Q (139707.050000 sec): 3 clusters
  Score: Raw -3774344.262766 + Penalty 5000.780793 = -3769343.481973
  nChanged 719
		SP:Iteration 5Q (139707.410000 sec): 3 clusters
  Score: Raw -3774519.353956 + Penalty 5000.780793 = -3769518.573163
  nChanged 667
		SP:Iteration 6Q (139707.840000 sec): 3 clusters
  Score: Raw -3774684.389598 + Penalty 5000.780793 = -3769683.608805
  nChanged 628
		SP:Iteration 7Q (139708.200000 sec): 3 clusters
  Score: Raw -3774845.057574 + Penalty 5000.780793 = -3769844.276782
  nChanged 615
		SP:Iteration 8Q (139708.610000 sec): 3 clusters
  Score: Raw -3775010.870477 + Penalty 5000.780793 = -3770010.089684
  nChanged 635
		SP:Iteration 9Q (139708.970000 sec): 3 clusters
  Score: Raw -3775213.647532 + Penalty 5000.780793 = -3770212.866739
  nChanged 707
		SP:Iteration 10Q (139709.350000 sec): 3 clusters
  Score: Raw -3775483.125993 + Penalty 5000.780793 = -3770482.345200
  nChanged 820
		SP:Iteration 11Q (139709.730000 sec): 3 clusters
  Score: Raw -3775847.474234 + Penalty 5000.780793 = -3770846.693442
  nChanged 947
		SP:Iteration 12Q (139710.180000 sec): 3 clusters
  Score: Raw -3776337.412739 + Penalty 5000.780793 = -3771336.631946
  nChanged 1104
		SP:Iteration 13Q (139710.590000 sec): 3 clusters
  Score: Raw -3777017.692365 + Penalty 5000.780793 = -3772016.911572
  nChanged 1171
		SP:Iteration 14Q (139711.030000 sec): 3 clusters
  Score: Raw -3777834.281983 + Penalty 5000.780793 = -3772833.501190
  nChanged 1144
		SP:Iteration 15Q (139711.400000 sec): 3 clusters
  Score: Raw -3778691.005401 + Penalty 5000.780793 = -3773690.224608
  nChanged 1077
		SP:Iteration 16Q (139711.730000 sec): 3 clusters
  Score: Raw -3779539.385273 + Penalty 5000.780793 = -3774538.604481
  nChanged 906
		SP:Iteration 17Q (139712.110000 sec): 3 clusters
  Score: Raw -3780233.191558 + Penalty 5000.780793 = -3775232.410765
  nChanged 705
		SP:Iteration 18Q (139712.470000 sec): 3 clusters
  Score: Raw -3780776.671839 + Penalty 5000.780793 = -3775775.891046
  nChanged 549
		SP:Iteration 19Q (139712.810000 sec): 3 clusters
  Score: Raw -3781219.233935 + Penalty 5000.780793 = -3776218.453142
  nChanged 400
		SP:Iteration 20F (139713.250000 sec): 3 clusters
  Score: Raw -3781508.623090 + Penalty 5000.780793 = -3776507.842297
  nChanged 291
		SP:Iteration 21Q (139713.600000 sec): 3 clusters
  Score: Raw -3781728.954327 + Penalty 5000.780793 = -3776728.173534
  nChanged 217
		SP:Iteration 22Q (139713.910000 sec): 3 clusters
  Score: Raw -3781899.541921 + Penalty 5000.780793 = -3776898.761128
  nChanged 155
		SP:Iteration 23Q (139714.330000 sec): 3 clusters
  Score: Raw -3782013.495473 + Penalty 5000.780793 = -3777012.714680
  nChanged 105
		SP:Iteration 24Q (139714.660000 sec): 3 clusters
  Score: Raw -3782089.682781 + Penalty 5000.780793 = -3777088.901988
  nChanged 78
		SP:Iteration 25Q (139715.040000 sec): 3 clusters
  Score: Raw -3782152.056284 + Penalty 5000.780793 = -3777151.275491
  nChanged 60
		SP:Iteration 26Q (139715.350000 sec): 3 clusters
  Score: Raw -3782193.946782 + Penalty 5000.780793 = -3777193.165989
  nChanged 41
		SP:Iteration 27Q (139715.760000 sec): 3 clusters
  Score: Raw -3782222.785536 + Penalty 5000.780793 = -3777222.004743
  nChanged 32
		SP:Iteration 28Q (139716.070000 sec): 3 clusters
  Score: Raw -3782247.878672 + Penalty 5000.780793 = -3777247.097880
  nChanged 27
		SP:Iteration 29Q (139716.430000 sec): 3 clusters
  Score: Raw -3782275.812554 + Penalty 5000.780793 = -3777275.031761
  nChanged 25
		SP:Iteration 30Q (139716.800000 sec): 3 clusters
  Score: Raw -3782301.211269 + Penalty 5000.780793 = -3777300.430476
  nChanged 19
		SP:Iteration 31Q (139717.150000 sec): 3 clusters
  Score: Raw -3782315.219347 + Penalty 5000.780793 = -3777314.438554
  nChanged 15
		SP:Iteration 32Q (139717.500000 sec): 3 clusters
  Score: Raw -3782325.830575 + Penalty 5000.780793 = -3777325.049782
  nChanged 9
		SP:Iteration 33Q (139717.840000 sec): 3 clusters
  Score: Raw -3782335.412789 + Penalty 5000.780793 = -3777334.631997
  nChanged 10
		SP:Iteration 34Q (139718.180000 sec): 3 clusters
  Score: Raw -3782345.467946 + Penalty 5000.780793 = -3777344.687153
  nChanged 12
		SP:Iteration 35Q (139718.510000 sec): 3 clusters
  Score: Raw -3782355.073428 + Penalty 5000.780793 = -3777354.292635
  nChanged 8
		SP:Iteration 36Q (139718.840000 sec): 3 clusters
  Score: Raw -3782360.659921 + Penalty 5000.780793 = -3777359.879128
  nChanged 5
		SP:Iteration 37Q (139719.170000 sec): 3 clusters
  Score: Raw -3782364.649426 + Penalty 5000.780793 = -3777363.868633
  nChanged 4
		SP:Iteration 38Q (139719.530000 sec): 3 clusters
  Score: Raw -3782367.825811 + Penalty 5000.780793 = -3777367.045018
  nChanged 4
		SP:Iteration 39Q (139719.900000 sec): 3 clusters
  Score: Raw -3782371.591703 + Penalty 5000.780793 = -3777370.810910
  nChanged 1
		SP:Iteration 40F (139720.250000 sec): 3 clusters
  Score: Raw -3782372.674061 + Penalty 5000.780793 = -3777371.893269
  nChanged 1
		SP:Iteration 41Q (139720.600000 sec): 3 clusters
  Score: Raw -3782373.664540 + Penalty 5000.780793 = -3777372.883747
  nChanged 1
		SP:Iteration 42Q (139720.950000 sec): 3 clusters
  Score: Raw -3782374.413650 + Penalty 5000.780793 = -3777373.632857
  nChanged 2
		SP:Iteration 43Q (139721.300000 sec): 3 clusters
  Score: Raw -3782375.716219 + Penalty 5000.780793 = -3777374.935426
  nChanged 1
		SP:Iteration 44Q (139721.650000 sec): 3 clusters
  Score: Raw -3782376.835698 + Penalty 5000.780793 = -3777376.054905
  nChanged 1
		SP:Iteration 45Q (139722.000000 sec): 3 clusters
  Score: Raw -3782377.465588 + Penalty 5000.780793 = -3777376.684795
  nChanged 3
		SP:Iteration 46Q (139722.350000 sec): 3 clusters
  Score: Raw -3782379.561149 + Penalty 5000.780793 = -3777378.780357
  nChanged 4
		SP:Iteration 47Q (139722.700000 sec): 3 clusters
  Score: Raw -3782382.664288 + Penalty 5000.780793 = -3777381.883495
  nChanged 2
		SP:Iteration 48Q (139723.050000 sec): 3 clusters
  Score: Raw -3782384.244387 + Penalty 5000.780793 = -3777383.463594
  nChanged 0
		SP:Iteration 49F (139723.390000 sec): 3 clusters
  Score: Raw -3782384.244387 + Penalty 5000.780793 = -3777383.463594
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (7973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139723.520000 sec): 2 clusters
  Score: Raw -1235734.712601 + Penalty 2227.986396 = -1233506.726205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139723.730000 sec): 3 clusters
  Score: Raw -1231571.972911 + Penalty 4455.972792 = -1227116.000120
  nChanged 3297
		SP:Iteration 1F (139723.940000 sec): 3 clusters
  Score: Raw -1233428.384523 + Penalty 4455.972792 = -1228972.411731
  nChanged 628
		SP:Iteration 2F (139724.150000 sec): 3 clusters
  Score: Raw -1233866.768461 + Penalty 4455.972792 = -1229410.795669
  nChanged 552
		SP:Iteration 3F (139724.370000 sec): 3 clusters
  Score: Raw -1234307.170039 + Penalty 4455.972792 = -1229851.197247
  nChanged 522
		SP:Iteration 4F (139724.580000 sec): 3 clusters
  Score: Raw -1234782.369650 + Penalty 4455.972792 = -1230326.396858
  nChanged 554
		SP:Iteration 5F (139724.790000 sec): 3 clusters
  Score: Raw -1235389.925266 + Penalty 4455.972792 = -1230933.952474
  nChanged 568
		SP:Iteration 6F (139725.000000 sec): 3 clusters
  Score: Raw -1235986.555996 + Penalty 4455.972792 = -1231530.583204
  nChanged 505
		SP:Iteration 7F (139725.220000 sec): 3 clusters
  Score: Raw -1236434.695209 + Penalty 4455.972792 = -1231978.722417
  nChanged 393
		SP:Iteration 8Q (139725.430000 sec): 3 clusters
  Score: Raw -1236735.940078 + Penalty 4455.972792 = -1232279.967287
  nChanged 247
		SP:Iteration 9Q (139725.650000 sec): 3 clusters
  Score: Raw -1236870.973639 + Penalty 4455.972792 = -1232415.000847
  nChanged 148
		SP:Iteration 10Q (139725.870000 sec): 3 clusters
  Score: Raw -1236929.413371 + Penalty 4455.972792 = -1232473.440579
  nChanged 89
		SP:Iteration 11Q (139726.080000 sec): 3 clusters
  Score: Raw -1236959.595185 + Penalty 4455.972792 = -1232503.622393
  nChanged 62
		SP:Iteration 12Q (139726.290000 sec): 3 clusters
  Score: Raw -1236978.992443 + Penalty 4455.972792 = -1232523.019651
  nChanged 43
		SP:Iteration 13Q (139726.510000 sec): 3 clusters
  Score: Raw -1236990.582728 + Penalty 4455.972792 = -1232534.609936
  nChanged 28
		SP:Iteration 14Q (139726.730000 sec): 3 clusters
  Score: Raw -1236996.781459 + Penalty 4455.972792 = -1232540.808667
  nChanged 22
		SP:Iteration 15Q (139726.940000 sec): 3 clusters
  Score: Raw -1237002.390125 + Penalty 4455.972792 = -1232546.417333
  nChanged 21
		SP:Iteration 16Q (139727.160000 sec): 3 clusters
  Score: Raw -1237007.405971 + Penalty 4455.972792 = -1232551.433179
  nChanged 17
		SP:Iteration 17Q (139727.370000 sec): 3 clusters
  Score: Raw -1237011.522273 + Penalty 4455.972792 = -1232555.549481
  nChanged 19
		SP:Iteration 18Q (139727.590000 sec): 3 clusters
  Score: Raw -1237015.890831 + Penalty 4455.972792 = -1232559.918039
  nChanged 12
		SP:Iteration 19Q (139727.800000 sec): 3 clusters
  Score: Raw -1237018.652519 + Penalty 4455.972792 = -1232562.679727
  nChanged 16
		SP:Iteration 20F (139728.020000 sec): 3 clusters
  Score: Raw -1237023.277343 + Penalty 4455.972792 = -1232567.304551
  nChanged 18
		SP:Iteration 21Q (139728.240000 sec): 3 clusters
  Score: Raw -1237027.454288 + Penalty 4455.972792 = -1232571.481496
  nChanged 16
		SP:Iteration 22Q (139728.450000 sec): 3 clusters
  Score: Raw -1237030.759549 + Penalty 4455.972792 = -1232574.786757
  nChanged 16
		SP:Iteration 23Q (139728.670000 sec): 3 clusters
  Score: Raw -1237034.617138 + Penalty 4455.972792 = -1232578.644346
  nChanged 14
		SP:Iteration 24Q (139728.890000 sec): 3 clusters
  Score: Raw -1237037.786096 + Penalty 4455.972792 = -1232581.813304
  nChanged 9
		SP:Iteration 25Q (139729.100000 sec): 3 clusters
  Score: Raw -1237039.796075 + Penalty 4455.972792 = -1232583.823283
  nChanged 7
		SP:Iteration 26Q (139729.320000 sec): 3 clusters
  Score: Raw -1237041.405478 + Penalty 4455.972792 = -1232585.432687
  nChanged 7
		SP:Iteration 27Q (139729.540000 sec): 3 clusters
  Score: Raw -1237043.235185 + Penalty 4455.972792 = -1232587.262393
  nChanged 7
		SP:Iteration 28Q (139729.750000 sec): 3 clusters
  Score: Raw -1237044.927183 + Penalty 4455.972792 = -1232588.954391
  nChanged 6
		SP:Iteration 29Q (139729.970000 sec): 3 clusters
  Score: Raw -1237045.807294 + Penalty 4455.972792 = -1232589.834502
  nChanged 4
		SP:Iteration 30Q (139730.180000 sec): 3 clusters
  Score: Raw -1237046.215454 + Penalty 4455.972792 = -1232590.242662
  nChanged 3
		SP:Iteration 31Q (139730.400000 sec): 3 clusters
  Score: Raw -1237046.484085 + Penalty 4455.972792 = -1232590.511294
  nChanged 4
		SP:Iteration 32Q (139730.620000 sec): 3 clusters
  Score: Raw -1237046.882218 + Penalty 4455.972792 = -1232590.909426
  nChanged 2
		SP:Iteration 33Q (139730.830000 sec): 3 clusters
  Score: Raw -1237047.149538 + Penalty 4455.972792 = -1232591.176747
  nChanged 4
		SP:Iteration 34Q (139731.050000 sec): 3 clusters
  Score: Raw -1237048.138229 + Penalty 4455.972792 = -1232592.165437
  nChanged 6
		SP:Iteration 35Q (139731.270000 sec): 3 clusters
  Score: Raw -1237049.020453 + Penalty 4455.972792 = -1232593.047661
  nChanged 5
		SP:Iteration 36Q (139731.480000 sec): 3 clusters
  Score: Raw -1237050.236020 + Penalty 4455.972792 = -1232594.263228
  nChanged 7
		SP:Iteration 37Q (139731.700000 sec): 3 clusters
  Score: Raw -1237051.953850 + Penalty 4455.972792 = -1232595.981058
  nChanged 7
		SP:Iteration 38Q (139731.920000 sec): 3 clusters
  Score: Raw -1237053.439432 + Penalty 4455.972792 = -1232597.466640
  nChanged 7
		SP:Iteration 39Q (139732.130000 sec): 3 clusters
  Score: Raw -1237055.097455 + Penalty 4455.972792 = -1232599.124664
  nChanged 6
		SP:Iteration 40F (139732.350000 sec): 3 clusters
  Score: Raw -1237056.217267 + Penalty 4455.972792 = -1232600.244475
  nChanged 7
		SP:Iteration 41Q (139732.560000 sec): 3 clusters
  Score: Raw -1237058.197252 + Penalty 4455.972792 = -1232602.224460
  nChanged 9
		SP:Iteration 42Q (139732.780000 sec): 3 clusters
  Score: Raw -1237059.590492 + Penalty 4455.972792 = -1232603.617701
  nChanged 5
		SP:Iteration 43Q (139733.000000 sec): 3 clusters
  Score: Raw -1237060.518329 + Penalty 4455.972792 = -1232604.545537
  nChanged 3
		SP:Iteration 44Q (139733.220000 sec): 3 clusters
  Score: Raw -1237061.152499 + Penalty 4455.972792 = -1232605.179708
  nChanged 1
		SP:Iteration 45Q (139733.430000 sec): 3 clusters
  Score: Raw -1237061.302737 + Penalty 4455.972792 = -1232605.329945
  nChanged 1
		SP:Iteration 46Q (139733.650000 sec): 3 clusters
  Score: Raw -1237061.359192 + Penalty 4455.972792 = -1232605.386400
  nChanged 1
		SP:Iteration 47Q (139733.860000 sec): 3 clusters
  Score: Raw -1237061.568088 + Penalty 4455.972792 = -1232605.595296
  nChanged 0
		SP:Iteration 48F (139734.080000 sec): 3 clusters
  Score: Raw -1237061.568088 + Penalty 4455.972792 = -1232605.595296
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (9985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139734.190000 sec): 2 clusters
  Score: Raw -1464157.071477 + Penalty 2283.792133 = -1461873.279344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139734.420000 sec): 3 clusters
  Score: Raw -1458791.506171 + Penalty 4567.584266 = -1454223.921905
  nChanged 4170
		SP:Iteration 1F (139734.620000 sec): 3 clusters
  Score: Raw -1461528.129498 + Penalty 4567.584266 = -1456960.545232
  nChanged 890
		SP:Iteration 2F (139734.810000 sec): 3 clusters
  Score: Raw -1462326.084233 + Penalty 4567.584266 = -1457758.499967
  nChanged 815
		SP:Iteration 3F (139735.000000 sec): 3 clusters
  Score: Raw -1462989.105267 + Penalty 4567.584266 = -1458421.521001
  nChanged 692
		SP:Iteration 4F (139735.200000 sec): 3 clusters
  Score: Raw -1463476.388893 + Penalty 4567.584266 = -1458908.804627
  nChanged 516
		SP:Iteration 5F (139735.390000 sec): 3 clusters
  Score: Raw -1463774.100203 + Penalty 4567.584266 = -1459206.515937
  nChanged 412
		SP:Iteration 6Q (139735.580000 sec): 3 clusters
  Score: Raw -1463982.281049 + Penalty 4567.584266 = -1459414.696783
  nChanged 329
		SP:Iteration 7Q (139735.820000 sec): 3 clusters
  Score: Raw -1464129.754142 + Penalty 4567.584266 = -1459562.169876
  nChanged 254
		SP:Iteration 8Q (139736.050000 sec): 3 clusters
  Score: Raw -1464235.800423 + Penalty 4567.584266 = -1459668.216158
  nChanged 190
		SP:Iteration 9Q (139736.290000 sec): 3 clusters
  Score: Raw -1464313.050953 + Penalty 4567.584266 = -1459745.466687
  nChanged 165
		SP:Iteration 10Q (139736.480000 sec): 3 clusters
  Score: Raw -1464372.761603 + Penalty 4567.584266 = -1459805.177337
  nChanged 142
		SP:Iteration 11Q (139736.680000 sec): 3 clusters
  Score: Raw -1464425.787043 + Penalty 4567.584266 = -1459858.202777
  nChanged 112
		SP:Iteration 12Q (139736.870000 sec): 3 clusters
  Score: Raw -1464462.963854 + Penalty 4567.584266 = -1459895.379588
  nChanged 88
		SP:Iteration 13Q (139737.060000 sec): 3 clusters
  Score: Raw -1464493.518300 + Penalty 4567.584266 = -1459925.934034
  nChanged 100
		SP:Iteration 14Q (139737.260000 sec): 3 clusters
  Score: Raw -1464524.750569 + Penalty 4567.584266 = -1459957.166303
  nChanged 88
		SP:Iteration 15Q (139737.490000 sec): 3 clusters
  Score: Raw -1464553.572042 + Penalty 4567.584266 = -1459985.987777
  nChanged 79
		SP:Iteration 16Q (139737.730000 sec): 3 clusters
  Score: Raw -1464580.640886 + Penalty 4567.584266 = -1460013.056620
  nChanged 90
		SP:Iteration 17Q (139737.960000 sec): 3 clusters
  Score: Raw -1464605.756891 + Penalty 4567.584266 = -1460038.172625
  nChanged 73
		SP:Iteration 18Q (139738.160000 sec): 3 clusters
  Score: Raw -1464629.654780 + Penalty 4567.584266 = -1460062.070514
  nChanged 80
		SP:Iteration 19Q (139738.350000 sec): 3 clusters
  Score: Raw -1464654.506205 + Penalty 4567.584266 = -1460086.921939
  nChanged 74
		SP:Iteration 20F (139738.540000 sec): 3 clusters
  Score: Raw -1464674.904793 + Penalty 4567.584266 = -1460107.320527
  nChanged 80
		SP:Iteration 21Q (139738.730000 sec): 3 clusters
  Score: Raw -1464699.937211 + Penalty 4567.584266 = -1460132.352945
  nChanged 75
		SP:Iteration 22Q (139738.920000 sec): 3 clusters
  Score: Raw -1464724.747441 + Penalty 4567.584266 = -1460157.163175
  nChanged 77
		SP:Iteration 23Q (139739.110000 sec): 3 clusters
  Score: Raw -1464748.862217 + Penalty 4567.584266 = -1460181.277951
  nChanged 68
		SP:Iteration 24Q (139739.310000 sec): 3 clusters
  Score: Raw -1464767.557729 + Penalty 4567.584266 = -1460199.973463
  nChanged 66
		SP:Iteration 25Q (139739.500000 sec): 3 clusters
  Score: Raw -1464785.712555 + Penalty 4567.584266 = -1460218.128289
  nChanged 55
		SP:Iteration 26Q (139739.690000 sec): 3 clusters
  Score: Raw -1464800.877507 + Penalty 4567.584266 = -1460233.293241
  nChanged 49
		SP:Iteration 27Q (139739.890000 sec): 3 clusters
  Score: Raw -1464815.394624 + Penalty 4567.584266 = -1460247.810358
  nChanged 52
		SP:Iteration 28Q (139740.070000 sec): 3 clusters
  Score: Raw -1464829.790213 + Penalty 4567.584266 = -1460262.205948
  nChanged 47
		SP:Iteration 29Q (139740.270000 sec): 3 clusters
  Score: Raw -1464842.283677 + Penalty 4567.584266 = -1460274.699411
  nChanged 50
		SP:Iteration 30Q (139740.460000 sec): 3 clusters
  Score: Raw -1464855.563472 + Penalty 4567.584266 = -1460287.979206
  nChanged 43
		SP:Iteration 31Q (139740.690000 sec): 3 clusters
  Score: Raw -1464867.947135 + Penalty 4567.584266 = -1460300.362869
  nChanged 36
		SP:Iteration 32Q (139740.950000 sec): 3 clusters
  Score: Raw -1464877.954443 + Penalty 4567.584266 = -1460310.370177
  nChanged 43
		SP:Iteration 33Q (139741.240000 sec): 3 clusters
  Score: Raw -1464890.584779 + Penalty 4567.584266 = -1460323.000513
  nChanged 42
		SP:Iteration 34Q (139741.480000 sec): 3 clusters
  Score: Raw -1464904.895010 + Penalty 4567.584266 = -1460337.310744
  nChanged 39
		SP:Iteration 35Q (139741.710000 sec): 3 clusters
  Score: Raw -1464916.516839 + Penalty 4567.584266 = -1460348.932573
  nChanged 39
		SP:Iteration 36Q (139741.990000 sec): 3 clusters
  Score: Raw -1464928.429568 + Penalty 4567.584266 = -1460360.845302
  nChanged 32
		SP:Iteration 37Q (139742.200000 sec): 3 clusters
  Score: Raw -1464938.606228 + Penalty 4567.584266 = -1460371.021962
  nChanged 35
		SP:Iteration 38Q (139742.510000 sec): 3 clusters
  Score: Raw -1464947.948668 + Penalty 4567.584266 = -1460380.364402
  nChanged 38
		SP:Iteration 39Q (139742.760000 sec): 3 clusters
  Score: Raw -1464960.083930 + Penalty 4567.584266 = -1460392.499664
  nChanged 45
		SP:Iteration 40F (139743.010000 sec): 3 clusters
  Score: Raw -1464975.015323 + Penalty 4567.584266 = -1460407.431057
  nChanged 36
		SP:Iteration 41Q (139743.180000 sec): 3 clusters
  Score: Raw -1464985.631458 + Penalty 4567.584266 = -1460418.047192
  nChanged 41
		SP:Iteration 42Q (139743.390000 sec): 3 clusters
  Score: Raw -1465000.325694 + Penalty 4567.584266 = -1460432.741428
  nChanged 41
		SP:Iteration 43Q (139743.640000 sec): 3 clusters
  Score: Raw -1465015.306004 + Penalty 4567.584266 = -1460447.721738
  nChanged 47
		SP:Iteration 44Q (139743.890000 sec): 3 clusters
  Score: Raw -1465034.968837 + Penalty 4567.584266 = -1460467.384571
  nChanged 46
		SP:Iteration 45Q (139744.190000 sec): 3 clusters
  Score: Raw -1465052.951515 + Penalty 4567.584266 = -1460485.367249
  nChanged 41
		SP:Iteration 46Q (139744.440000 sec): 3 clusters
  Score: Raw -1465069.411211 + Penalty 4567.584266 = -1460501.826945
  nChanged 41
		SP:Iteration 47Q (139744.740000 sec): 3 clusters
  Score: Raw -1465081.639644 + Penalty 4567.584266 = -1460514.055378
  nChanged 25
		SP:Iteration 48Q (139744.990000 sec): 3 clusters
  Score: Raw -1465091.114285 + Penalty 4567.584266 = -1460523.530019
  nChanged 30
		SP:Iteration 49Q (139745.300000 sec): 3 clusters
  Score: Raw -1465100.618962 + Penalty 4567.584266 = -1460533.034697
  nChanged 32
		SP:Iteration 50Q (139745.600000 sec): 3 clusters
  Score: Raw -1465112.269669 + Penalty 4567.584266 = -1460544.685403
  nChanged 28
		SP:Iteration 51Q (139745.830000 sec): 3 clusters
  Score: Raw -1465121.509220 + Penalty 4567.584266 = -1460553.924954
  nChanged 26
		SP:Iteration 52Q (139746.050000 sec): 3 clusters
  Score: Raw -1465131.168696 + Penalty 4567.584266 = -1460563.584430
  nChanged 22
		SP:Iteration 53Q (139746.340000 sec): 3 clusters
  Score: Raw -1465139.698851 + Penalty 4567.584266 = -1460572.114585
  nChanged 20
		SP:Iteration 54Q (139746.550000 sec): 3 clusters
  Score: Raw -1465146.054761 + Penalty 4567.584266 = -1460578.470495
  nChanged 18
		SP:Iteration 55Q (139746.790000 sec): 3 clusters
  Score: Raw -1465151.468156 + Penalty 4567.584266 = -1460583.883891
  nChanged 17
		SP:Iteration 56Q (139747.030000 sec): 3 clusters
  Score: Raw -1465157.465788 + Penalty 4567.584266 = -1460589.881522
  nChanged 17
		SP:Iteration 57Q (139747.270000 sec): 3 clusters
  Score: Raw -1465162.691583 + Penalty 4567.584266 = -1460595.107317
  nChanged 13
		SP:Iteration 58Q (139747.530000 sec): 3 clusters
  Score: Raw -1465167.732018 + Penalty 4567.584266 = -1460600.147752
  nChanged 15
		SP:Iteration 59Q (139747.820000 sec): 3 clusters
  Score: Raw -1465173.227414 + Penalty 4567.584266 = -1460605.643148
  nChanged 14
		SP:Iteration 60F (139748.100000 sec): 3 clusters
  Score: Raw -1465177.350765 + Penalty 4567.584266 = -1460609.766499
  nChanged 13
		SP:Iteration 61Q (139748.320000 sec): 3 clusters
  Score: Raw -1465181.200546 + Penalty 4567.584266 = -1460613.616280
  nChanged 11
		SP:Iteration 62Q (139748.570000 sec): 3 clusters
  Score: Raw -1465186.056748 + Penalty 4567.584266 = -1460618.472482
  nChanged 16
		SP:Iteration 63Q (139748.850000 sec): 3 clusters
  Score: Raw -1465190.757645 + Penalty 4567.584266 = -1460623.173379
  nChanged 18
		SP:Iteration 64Q (139749.150000 sec): 3 clusters
  Score: Raw -1465195.642299 + Penalty 4567.584266 = -1460628.058033
  nChanged 9
		SP:Iteration 65Q (139749.420000 sec): 3 clusters
  Score: Raw -1465197.627783 + Penalty 4567.584266 = -1460630.043517
  nChanged 9
		SP:Iteration 66Q (139749.720000 sec): 3 clusters
  Score: Raw -1465199.667136 + Penalty 4567.584266 = -1460632.082870
  nChanged 3
		SP:Iteration 67Q (139749.940000 sec): 3 clusters
  Score: Raw -1465200.097493 + Penalty 4567.584266 = -1460632.513227
  nChanged 2
		SP:Iteration 68Q (139750.230000 sec): 3 clusters
  Score: Raw -1465200.436102 + Penalty 4567.584266 = -1460632.851836
  nChanged 1
		SP:Iteration 69Q (139750.410000 sec): 3 clusters
  Score: Raw -1465200.581192 + Penalty 4567.584266 = -1460632.996926
  nChanged 1
		SP:Iteration 70Q (139750.640000 sec): 3 clusters
  Score: Raw -1465200.767835 + Penalty 4567.584266 = -1460633.183569
  nChanged 0
		SP:Iteration 71F (139750.920000 sec): 3 clusters
  Score: Raw -1465200.767835 + Penalty 4567.584266 = -1460633.183569
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (26913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139751.190000 sec): 2 clusters
  Score: Raw -4325889.806414 + Penalty 2529.690451 = -4323360.115964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139751.530000 sec): 3 clusters
  Score: Raw -4309984.689501 + Penalty 5059.380901 = -4304925.308600
  nChanged 12052
		SP:Iteration 1F (139751.860000 sec): 3 clusters
  Score: Raw -4316759.851008 + Penalty 5059.380901 = -4311700.470107
  nChanged 1766
		SP:Iteration 2F (139752.200000 sec): 3 clusters
  Score: Raw -4317795.114313 + Penalty 5059.380901 = -4312735.733411
  nChanged 1802
		SP:Iteration 3F (139752.580000 sec): 3 clusters
  Score: Raw -4318952.438493 + Penalty 5059.380901 = -4313893.057592
  nChanged 1856
		SP:Iteration 4F (139752.940000 sec): 3 clusters
  Score: Raw -4320183.221018 + Penalty 5059.380901 = -4315123.840117
  nChanged 1667
		SP:Iteration 5F (139753.330000 sec): 3 clusters
  Score: Raw -4321123.594315 + Penalty 5059.380901 = -4316064.213414
  nChanged 1442
		SP:Iteration 6F (139753.730000 sec): 3 clusters
  Score: Raw -4321806.930867 + Penalty 5059.380901 = -4316747.549966
  nChanged 1199
		SP:Iteration 7Q (139754.100000 sec): 3 clusters
  Score: Raw -4322278.615772 + Penalty 5059.380901 = -4317219.234871
  nChanged 899
		SP:Iteration 8Q (139754.450000 sec): 3 clusters
  Score: Raw -4322570.861118 + Penalty 5059.380901 = -4317511.480217
  nChanged 678
		SP:Iteration 9Q (139754.810000 sec): 3 clusters
  Score: Raw -4322769.710842 + Penalty 5059.380901 = -4317710.329941
  nChanged 565
		SP:Iteration 10Q (139755.240000 sec): 3 clusters
  Score: Raw -4322910.820620 + Penalty 5059.380901 = -4317851.439719
  nChanged 430
		SP:Iteration 11Q (139755.670000 sec): 3 clusters
  Score: Raw -4323004.819175 + Penalty 5059.380901 = -4317945.438274
  nChanged 370
		SP:Iteration 12Q (139756.120000 sec): 3 clusters
  Score: Raw -4323083.652029 + Penalty 5059.380901 = -4318024.271128
  nChanged 311
		SP:Iteration 13Q (139756.470000 sec): 3 clusters
  Score: Raw -4323152.923194 + Penalty 5059.380901 = -4318093.542292
  nChanged 284
		SP:Iteration 14Q (139756.880000 sec): 3 clusters
  Score: Raw -4323216.212408 + Penalty 5059.380901 = -4318156.831507
  nChanged 294
		SP:Iteration 15Q (139757.300000 sec): 3 clusters
  Score: Raw -4323282.989022 + Penalty 5059.380901 = -4318223.608121
  nChanged 310
		SP:Iteration 16Q (139757.690000 sec): 3 clusters
  Score: Raw -4323354.993395 + Penalty 5059.380901 = -4318295.612494
  nChanged 308
		SP:Iteration 17Q (139758.120000 sec): 3 clusters
  Score: Raw -4323442.329843 + Penalty 5059.380901 = -4318382.948942
  nChanged 374
		SP:Iteration 18Q (139758.480000 sec): 3 clusters
  Score: Raw -4323545.339572 + Penalty 5059.380901 = -4318485.958671
  nChanged 374
		SP:Iteration 19Q (139758.890000 sec): 3 clusters
  Score: Raw -4323645.614889 + Penalty 5059.380901 = -4318586.233987
  nChanged 413
		SP:Iteration 20F (139759.350000 sec): 3 clusters
  Score: Raw -4323754.564564 + Penalty 5059.380901 = -4318695.183662
  nChanged 425
		SP:Iteration 21Q (139759.760000 sec): 3 clusters
  Score: Raw -4323871.681194 + Penalty 5059.380901 = -4318812.300293
  nChanged 458
		SP:Iteration 22Q (139760.150000 sec): 3 clusters
  Score: Raw -4324014.693832 + Penalty 5059.380901 = -4318955.312931
  nChanged 508
		SP:Iteration 23Q (139760.530000 sec): 3 clusters
  Score: Raw -4324168.295528 + Penalty 5059.380901 = -4319108.914626
  nChanged 516
		SP:Iteration 24Q (139760.900000 sec): 3 clusters
  Score: Raw -4324335.467382 + Penalty 5059.380901 = -4319276.086481
  nChanged 558
		SP:Iteration 25Q (139761.280000 sec): 3 clusters
  Score: Raw -4324514.820837 + Penalty 5059.380901 = -4319455.439936
  nChanged 568
		SP:Iteration 26Q (139761.640000 sec): 3 clusters
  Score: Raw -4324701.390457 + Penalty 5059.380901 = -4319642.009556
  nChanged 555
		SP:Iteration 27Q (139762.040000 sec): 3 clusters
  Score: Raw -4324878.218482 + Penalty 5059.380901 = -4319818.837581
  nChanged 531
		SP:Iteration 28Q (139762.400000 sec): 3 clusters
  Score: Raw -4325035.701817 + Penalty 5059.380901 = -4319976.320916
  nChanged 520
		SP:Iteration 29Q (139762.770000 sec): 3 clusters
  Score: Raw -4325193.305932 + Penalty 5059.380901 = -4320133.925030
  nChanged 503
		SP:Iteration 30Q (139763.210000 sec): 3 clusters
  Score: Raw -4325348.867735 + Penalty 5059.380901 = -4320289.486834
  nChanged 464
		SP:Iteration 31Q (139763.610000 sec): 3 clusters
  Score: Raw -4325486.851440 + Penalty 5059.380901 = -4320427.470539
  nChanged 460
		SP:Iteration 32Q (139764.040000 sec): 3 clusters
  Score: Raw -4325632.997827 + Penalty 5059.380901 = -4320573.616926
  nChanged 399
		SP:Iteration 33Q (139764.390000 sec): 3 clusters
  Score: Raw -4325756.290077 + Penalty 5059.380901 = -4320696.909175
  nChanged 351
		SP:Iteration 34Q (139764.760000 sec): 3 clusters
  Score: Raw -4325859.508721 + Penalty 5059.380901 = -4320800.127820
  nChanged 347
		SP:Iteration 35Q (139765.170000 sec): 3 clusters
  Score: Raw -4325961.141892 + Penalty 5059.380901 = -4320901.760991
  nChanged 331
		SP:Iteration 36Q (139765.640000 sec): 3 clusters
  Score: Raw -4326061.890446 + Penalty 5059.380901 = -4321002.509545
  nChanged 312
		SP:Iteration 37Q (139766.020000 sec): 3 clusters
  Score: Raw -4326153.967900 + Penalty 5059.380901 = -4321094.586999
  nChanged 284
		SP:Iteration 38Q (139766.410000 sec): 3 clusters
  Score: Raw -4326234.627948 + Penalty 5059.380901 = -4321175.247047
  nChanged 274
		SP:Iteration 39Q (139766.720000 sec): 3 clusters
  Score: Raw -4326317.567819 + Penalty 5059.380901 = -4321258.186918
  nChanged 247
		SP:Iteration 40F (139767.050000 sec): 3 clusters
  Score: Raw -4326389.416867 + Penalty 5059.380901 = -4321330.035966
  nChanged 212
		SP:Iteration 41Q (139767.470000 sec): 3 clusters
  Score: Raw -4326450.474910 + Penalty 5059.380901 = -4321391.094009
  nChanged 181
		SP:Iteration 42Q (139767.900000 sec): 3 clusters
  Score: Raw -4326499.111286 + Penalty 5059.380901 = -4321439.730385
  nChanged 171
		SP:Iteration 43Q (139768.240000 sec): 3 clusters
  Score: Raw -4326543.440936 + Penalty 5059.380901 = -4321484.060035
  nChanged 166
		SP:Iteration 44Q (139768.590000 sec): 3 clusters
  Score: Raw -4326585.024089 + Penalty 5059.380901 = -4321525.643188
  nChanged 128
		SP:Iteration 45Q (139768.990000 sec): 3 clusters
  Score: Raw -4326622.118756 + Penalty 5059.380901 = -4321562.737855
  nChanged 124
		SP:Iteration 46Q (139769.370000 sec): 3 clusters
  Score: Raw -4326653.672224 + Penalty 5059.380901 = -4321594.291323
  nChanged 103
		SP:Iteration 47Q (139769.730000 sec): 3 clusters
  Score: Raw -4326681.002988 + Penalty 5059.380901 = -4321621.622087
  nChanged 79
		SP:Iteration 48Q (139770.030000 sec): 3 clusters
  Score: Raw -4326698.670811 + Penalty 5059.380901 = -4321639.289910
  nChanged 65
		SP:Iteration 49Q (139770.430000 sec): 3 clusters
  Score: Raw -4326711.194159 + Penalty 5059.380901 = -4321651.813258
  nChanged 46
		SP:Iteration 50Q (139770.830000 sec): 3 clusters
  Score: Raw -4326721.221210 + Penalty 5059.380901 = -4321661.840309
  nChanged 43
		SP:Iteration 51Q (139771.250000 sec): 3 clusters
  Score: Raw -4326730.474391 + Penalty 5059.380901 = -4321671.093489
  nChanged 45
		SP:Iteration 52Q (139771.620000 sec): 3 clusters
  Score: Raw -4326739.522388 + Penalty 5059.380901 = -4321680.141486
  nChanged 45
		SP:Iteration 53Q (139771.990000 sec): 3 clusters
  Score: Raw -4326749.059184 + Penalty 5059.380901 = -4321689.678283
  nChanged 36
		SP:Iteration 54Q (139772.350000 sec): 3 clusters
  Score: Raw -4326756.641108 + Penalty 5059.380901 = -4321697.260207
  nChanged 29
		SP:Iteration 55Q (139772.710000 sec): 3 clusters
  Score: Raw -4326761.684189 + Penalty 5059.380901 = -4321702.303288
  nChanged 18
		SP:Iteration 56Q (139773.100000 sec): 3 clusters
  Score: Raw -4326764.338420 + Penalty 5059.380901 = -4321704.957519
  nChanged 13
		SP:Iteration 57Q (139773.480000 sec): 3 clusters
  Score: Raw -4326766.283785 + Penalty 5059.380901 = -4321706.902883
  nChanged 14
		SP:Iteration 58Q (139773.800000 sec): 3 clusters
  Score: Raw -4326768.898177 + Penalty 5059.380901 = -4321709.517276
  nChanged 17
		SP:Iteration 59Q (139774.150000 sec): 3 clusters
  Score: Raw -4326771.873823 + Penalty 5059.380901 = -4321712.492922
  nChanged 13
		SP:Iteration 60F (139774.480000 sec): 3 clusters
  Score: Raw -4326774.454244 + Penalty 5059.380901 = -4321715.073342
  nChanged 19
		SP:Iteration 61Q (139774.920000 sec): 3 clusters
  Score: Raw -4326778.552794 + Penalty 5059.380901 = -4321719.171893
  nChanged 21
		SP:Iteration 62Q (139775.350000 sec): 3 clusters
  Score: Raw -4326782.661861 + Penalty 5059.380901 = -4321723.280960
  nChanged 15
		SP:Iteration 63Q (139775.740000 sec): 3 clusters
  Score: Raw -4326785.391403 + Penalty 5059.380901 = -4321726.010502
  nChanged 16
		SP:Iteration 64Q (139776.180000 sec): 3 clusters
  Score: Raw -4326788.286555 + Penalty 5059.380901 = -4321728.905654
  nChanged 12
		SP:Iteration 65Q (139776.500000 sec): 3 clusters
  Score: Raw -4326790.258739 + Penalty 5059.380901 = -4321730.877838
  nChanged 11
		SP:Iteration 66Q (139776.970000 sec): 3 clusters
  Score: Raw -4326791.852264 + Penalty 5059.380901 = -4321732.471363
  nChanged 7
		SP:Iteration 67Q (139777.340000 sec): 3 clusters
  Score: Raw -4326792.798197 + Penalty 5059.380901 = -4321733.417295
  nChanged 4
		SP:Iteration 68Q (139777.770000 sec): 3 clusters
  Score: Raw -4326793.423806 + Penalty 5059.380901 = -4321734.042905
  nChanged 4
		SP:Iteration 69Q (139778.200000 sec): 3 clusters
  Score: Raw -4326794.019735 + Penalty 5059.380901 = -4321734.638834
  nChanged 2
		SP:Iteration 70Q (139778.580000 sec): 3 clusters
  Score: Raw -4326794.228516 + Penalty 5059.380901 = -4321734.847615
  nChanged 2
		SP:Iteration 71Q (139778.920000 sec): 3 clusters
  Score: Raw -4326794.634517 + Penalty 5059.380901 = -4321735.253615
  nChanged 2
		SP:Iteration 72Q (139779.280000 sec): 3 clusters
  Score: Raw -4326795.032878 + Penalty 5059.380901 = -4321735.651977
  nChanged 5
		SP:Iteration 73Q (139779.620000 sec): 3 clusters
  Score: Raw -4326795.789571 + Penalty 5059.380901 = -4321736.408670
  nChanged 3
		SP:Iteration 74Q (139779.920000 sec): 3 clusters
  Score: Raw -4326796.166441 + Penalty 5059.380901 = -4321736.785540
  nChanged 2
		SP:Iteration 75Q (139780.250000 sec): 3 clusters
  Score: Raw -4326796.391987 + Penalty 5059.380901 = -4321737.011086
  nChanged 1
		SP:Iteration 76Q (139780.640000 sec): 3 clusters
  Score: Raw -4326796.587624 + Penalty 5059.380901 = -4321737.206722
  nChanged 2
		SP:Iteration 77Q (139780.960000 sec): 3 clusters
  Score: Raw -4326796.909606 + Penalty 5059.380901 = -4321737.528705
  nChanged 5
		SP:Iteration 78Q (139781.410000 sec): 3 clusters
  Score: Raw -4326797.596580 + Penalty 5059.380901 = -4321738.215679
  nChanged 5
		SP:Iteration 79Q (139781.840000 sec): 3 clusters
  Score: Raw -4326798.468763 + Penalty 5059.380901 = -4321739.087862
  nChanged 3
		SP:Iteration 80F (139782.190000 sec): 3 clusters
  Score: Raw -4326798.883181 + Penalty 5059.380901 = -4321739.502279
  nChanged 2
		SP:Iteration 81Q (139782.610000 sec): 3 clusters
  Score: Raw -4326799.061811 + Penalty 5059.380901 = -4321739.680910
  nChanged 1
		SP:Iteration 82Q (139783.050000 sec): 3 clusters
  Score: Raw -4326799.150452 + Penalty 5059.380901 = -4321739.769550
  nChanged 0
		SP:Iteration 83F (139783.430000 sec): 3 clusters
  Score: Raw -4326799.150452 + Penalty 5059.380901 = -4321739.769550
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (126443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139784.400000 sec): 2 clusters
  Score: Raw -20530096.421893 + Penalty 2913.391629 = -20527183.030264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139785.720000 sec): 3 clusters
  Score: Raw -20448166.430027 + Penalty 5826.783259 = -20442339.646768
  nChanged 60406
		SP:Iteration 1F (139786.880000 sec): 3 clusters
  Score: Raw -20482721.230118 + Penalty 5826.783259 = -20476894.446859
  nChanged 3996
		SP:Iteration 2Q (139788.080000 sec): 3 clusters
  Score: Raw -20483633.397791 + Penalty 5826.783259 = -20477806.614532
  nChanged 4015
		SP:Iteration 3Q (139789.320000 sec): 3 clusters
  Score: Raw -20484574.509258 + Penalty 5826.783259 = -20478747.725999
  nChanged 4282
		SP:Iteration 4Q (139790.670000 sec): 3 clusters
  Score: Raw -20485691.917293 + Penalty 5826.783259 = -20479865.134034
  nChanged 4739
		SP:Iteration 5Q (139791.970000 sec): 3 clusters
  Score: Raw -20487161.907663 + Penalty 5826.783259 = -20481335.124404
  nChanged 5412
		SP:Iteration 6Q (139793.120000 sec): 3 clusters
  Score: Raw -20489094.316426 + Penalty 5826.783259 = -20483267.533168
  nChanged 6218
		SP:Iteration 7Q (139794.330000 sec): 3 clusters
  Score: Raw -20491805.907748 + Penalty 5826.783259 = -20485979.124489
  nChanged 7369
		SP:Iteration 8F (139795.540000 sec): 3 clusters
  Score: Raw -20495779.456785 + Penalty 5826.783259 = -20489952.673526
  nChanged 8458
		SP:Iteration 9F (139796.720000 sec): 3 clusters
  Score: Raw -20501333.410232 + Penalty 5826.783259 = -20495506.626973
  nChanged 9161
		SP:Iteration 10F (139797.870000 sec): 3 clusters
  Score: Raw -20508527.921169 + Penalty 5826.783259 = -20502701.137911
  nChanged 9086
		SP:Iteration 11F (139798.850000 sec): 3 clusters
  Score: Raw -20516820.792106 + Penalty 5826.783259 = -20510994.008847
  nChanged 7170
		SP:Iteration 12F (139799.880000 sec): 3 clusters
  Score: Raw -20523872.361209 + Penalty 5826.783259 = -20518045.577950
  nChanged 4128
		SP:Iteration 13Q (139801.020000 sec): 3 clusters
  Score: Raw -20527890.891901 + Penalty 5826.783259 = -20522064.108643
  nChanged 1700
		SP:Iteration 14Q (139802.220000 sec): 3 clusters
  Score: Raw -20529486.760890 + Penalty 5826.783259 = -20523659.977631
  nChanged 533
		SP:Iteration 15Q (139803.290000 sec): 3 clusters
  Score: Raw -20529994.791498 + Penalty 5826.783259 = -20524168.008239
  nChanged 190
		SP:Iteration 16Q (139804.330000 sec): 3 clusters
  Score: Raw -20530197.357802 + Penalty 5826.783259 = -20524370.574543
  nChanged 88
		SP:Iteration 17Q (139805.330000 sec): 3 clusters
  Score: Raw -20530304.182466 + Penalty 5826.783259 = -20524477.399207
  nChanged 58
		SP:Iteration 18Q (139806.320000 sec): 3 clusters
  Score: Raw -20530370.183429 + Penalty 5826.783259 = -20524543.400170
  nChanged 35
		SP:Iteration 19Q (139807.370000 sec): 3 clusters
  Score: Raw -20530406.765734 + Penalty 5826.783259 = -20524579.982475
  nChanged 20
		SP:Iteration 20F (139808.580000 sec): 3 clusters
  Score: Raw -20530425.553070 + Penalty 5826.783259 = -20524598.769811
  nChanged 10
		SP:Iteration 21Q (139809.640000 sec): 3 clusters
  Score: Raw -20530438.004822 + Penalty 5826.783259 = -20524611.221563
  nChanged 10
		SP:Iteration 22Q (139810.620000 sec): 3 clusters
  Score: Raw -20530447.746074 + Penalty 5826.783259 = -20524620.962816
  nChanged 6
		SP:Iteration 23Q (139811.590000 sec): 3 clusters
  Score: Raw -20530454.928200 + Penalty 5826.783259 = -20524628.144941
  nChanged 14
		SP:Iteration 24Q (139812.520000 sec): 3 clusters
  Score: Raw -20530473.624003 + Penalty 5826.783259 = -20524646.840744
  nChanged 9
		SP:Iteration 25Q (139813.490000 sec): 3 clusters
  Score: Raw -20530481.738321 + Penalty 5826.783259 = -20524654.955062
  nChanged 6
		SP:Iteration 26Q (139814.460000 sec): 3 clusters
  Score: Raw -20530490.288069 + Penalty 5826.783259 = -20524663.504810
  nChanged 4
		SP:Iteration 27Q (139815.550000 sec): 3 clusters
  Score: Raw -20530493.143290 + Penalty 5826.783259 = -20524666.360031
  nChanged 3
		SP:Iteration 28Q (139816.630000 sec): 3 clusters
  Score: Raw -20530496.197786 + Penalty 5826.783259 = -20524669.414528
  nChanged 1
		SP:Iteration 29Q (139817.670000 sec): 3 clusters
  Score: Raw -20530496.985388 + Penalty 5826.783259 = -20524670.202130
  nChanged 1
		SP:Iteration 30Q (139818.750000 sec): 3 clusters
  Score: Raw -20530498.404830 + Penalty 5826.783259 = -20524671.621571
  nChanged 3
		SP:Iteration 31Q (139819.790000 sec): 3 clusters
  Score: Raw -20530501.638958 + Penalty 5826.783259 = -20524674.855699
  nChanged 3
		SP:Iteration 32Q (139820.880000 sec): 3 clusters
  Score: Raw -20530503.853165 + Penalty 5826.783259 = -20524677.069907
  nChanged 0
		SP:Iteration 33F (139822.020000 sec): 3 clusters
  Score: Raw -20530503.853165 + Penalty 5826.783259 = -20524677.069907
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (7782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139822.190000 sec): 2 clusters
  Score: Raw -1099689.446921 + Penalty 2221.973026 = -1097467.473895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139822.340000 sec): 3 clusters
  Score: Raw -1095612.112423 + Penalty 4443.946052 = -1091168.166371
  nChanged 3204
		SP:Iteration 1F (139822.550000 sec): 3 clusters
  Score: Raw -1097565.243232 + Penalty 4443.946052 = -1093121.297180
  nChanged 707
		SP:Iteration 2F (139822.770000 sec): 3 clusters
  Score: Raw -1098131.769301 + Penalty 4443.946052 = -1093687.823249
  nChanged 608
		SP:Iteration 3F (139822.990000 sec): 3 clusters
  Score: Raw -1098740.343419 + Penalty 4443.946052 = -1094296.397367
  nChanged 563
		SP:Iteration 4F (139823.210000 sec): 3 clusters
  Score: Raw -1099343.722727 + Penalty 4443.946052 = -1094899.776675
  nChanged 500
		SP:Iteration 5F (139823.380000 sec): 3 clusters
  Score: Raw -1099806.673920 + Penalty 4443.946052 = -1095362.727868
  nChanged 415
		SP:Iteration 6F (139823.590000 sec): 3 clusters
  Score: Raw -1100112.176940 + Penalty 4443.946052 = -1095668.230887
  nChanged 299
		SP:Iteration 7Q (139823.790000 sec): 3 clusters
  Score: Raw -1100285.336381 + Penalty 4443.946052 = -1095841.390329
  nChanged 205
		SP:Iteration 8Q (139824.010000 sec): 3 clusters
  Score: Raw -1100394.102161 + Penalty 4443.946052 = -1095950.156109
  nChanged 168
		SP:Iteration 9Q (139824.230000 sec): 3 clusters
  Score: Raw -1100483.456715 + Penalty 4443.946052 = -1096039.510663
  nChanged 144
		SP:Iteration 10Q (139824.450000 sec): 3 clusters
  Score: Raw -1100556.791980 + Penalty 4443.946052 = -1096112.845928
  nChanged 122
		SP:Iteration 11Q (139824.670000 sec): 3 clusters
  Score: Raw -1100604.389971 + Penalty 4443.946052 = -1096160.443919
  nChanged 97
		SP:Iteration 12Q (139824.890000 sec): 3 clusters
  Score: Raw -1100646.801065 + Penalty 4443.946052 = -1096202.855012
  nChanged 81
		SP:Iteration 13Q (139825.110000 sec): 3 clusters
  Score: Raw -1100683.336646 + Penalty 4443.946052 = -1096239.390593
  nChanged 72
		SP:Iteration 14Q (139825.320000 sec): 3 clusters
  Score: Raw -1100711.897696 + Penalty 4443.946052 = -1096267.951644
  nChanged 60
		SP:Iteration 15Q (139825.540000 sec): 3 clusters
  Score: Raw -1100732.677373 + Penalty 4443.946052 = -1096288.731320
  nChanged 66
		SP:Iteration 16Q (139825.760000 sec): 3 clusters
  Score: Raw -1100755.041080 + Penalty 4443.946052 = -1096311.095028
  nChanged 66
		SP:Iteration 17Q (139825.980000 sec): 3 clusters
  Score: Raw -1100774.323708 + Penalty 4443.946052 = -1096330.377656
  nChanged 51
		SP:Iteration 18Q (139826.200000 sec): 3 clusters
  Score: Raw -1100790.886518 + Penalty 4443.946052 = -1096346.940466
  nChanged 58
		SP:Iteration 19Q (139826.420000 sec): 3 clusters
  Score: Raw -1100807.789294 + Penalty 4443.946052 = -1096363.843242
  nChanged 40
		SP:Iteration 20F (139826.590000 sec): 3 clusters
  Score: Raw -1100818.201051 + Penalty 4443.946052 = -1096374.254999
  nChanged 32
		SP:Iteration 21Q (139826.770000 sec): 3 clusters
  Score: Raw -1100827.901139 + Penalty 4443.946052 = -1096383.955087
  nChanged 36
		SP:Iteration 22Q (139826.990000 sec): 3 clusters
  Score: Raw -1100838.619436 + Penalty 4443.946052 = -1096394.673384
  nChanged 35
		SP:Iteration 23Q (139827.220000 sec): 3 clusters
  Score: Raw -1100849.708463 + Penalty 4443.946052 = -1096405.762411
  nChanged 41
		SP:Iteration 24Q (139827.440000 sec): 3 clusters
  Score: Raw -1100861.685730 + Penalty 4443.946052 = -1096417.739678
  nChanged 40
		SP:Iteration 25Q (139827.670000 sec): 3 clusters
  Score: Raw -1100872.608780 + Penalty 4443.946052 = -1096428.662728
  nChanged 33
		SP:Iteration 26Q (139827.890000 sec): 3 clusters
  Score: Raw -1100880.305320 + Penalty 4443.946052 = -1096436.359268
  nChanged 25
		SP:Iteration 27Q (139828.110000 sec): 3 clusters
  Score: Raw -1100886.943523 + Penalty 4443.946052 = -1096442.997471
  nChanged 29
		SP:Iteration 28Q (139828.340000 sec): 3 clusters
  Score: Raw -1100895.535139 + Penalty 4443.946052 = -1096451.589087
  nChanged 30
		SP:Iteration 29Q (139828.560000 sec): 3 clusters
  Score: Raw -1100903.363117 + Penalty 4443.946052 = -1096459.417065
  nChanged 28
		SP:Iteration 30Q (139828.790000 sec): 3 clusters
  Score: Raw -1100911.203808 + Penalty 4443.946052 = -1096467.257756
  nChanged 28
		SP:Iteration 31Q (139829.000000 sec): 3 clusters
  Score: Raw -1100919.286294 + Penalty 4443.946052 = -1096475.340242
  nChanged 31
		SP:Iteration 32Q (139829.220000 sec): 3 clusters
  Score: Raw -1100928.789878 + Penalty 4443.946052 = -1096484.843826
  nChanged 35
		SP:Iteration 33Q (139829.440000 sec): 3 clusters
  Score: Raw -1100938.246104 + Penalty 4443.946052 = -1096494.300052
  nChanged 34
		SP:Iteration 34Q (139829.620000 sec): 3 clusters
  Score: Raw -1100950.061632 + Penalty 4443.946052 = -1096506.115580
  nChanged 29
		SP:Iteration 35Q (139829.850000 sec): 3 clusters
  Score: Raw -1100963.310211 + Penalty 4443.946052 = -1096519.364159
  nChanged 55
		SP:Iteration 36Q (139830.070000 sec): 3 clusters
  Score: Raw -1100986.901704 + Penalty 4443.946052 = -1096542.955652
  nChanged 51
		SP:Iteration 37Q (139830.290000 sec): 3 clusters
  Score: Raw -1101011.540743 + Penalty 4443.946052 = -1096567.594691
  nChanged 77
		SP:Iteration 38Q (139830.510000 sec): 3 clusters
  Score: Raw -1101045.085006 + Penalty 4443.946052 = -1096601.138954
  nChanged 63
		SP:Iteration 39Q (139830.740000 sec): 3 clusters
  Score: Raw -1101076.217722 + Penalty 4443.946052 = -1096632.271670
  nChanged 70
		SP:Iteration 40F (139831.040000 sec): 3 clusters
  Score: Raw -1101113.822442 + Penalty 4443.946052 = -1096669.876389
  nChanged 76
		SP:Iteration 41Q (139831.390000 sec): 3 clusters
  Score: Raw -1101149.897840 + Penalty 4443.946052 = -1096705.951788
  nChanged 76
		SP:Iteration 42Q (139831.660000 sec): 3 clusters
  Score: Raw -1101198.699511 + Penalty 4443.946052 = -1096754.753459
  nChanged 79
		SP:Iteration 43Q (139831.910000 sec): 3 clusters
  Score: Raw -1101245.488894 + Penalty 4443.946052 = -1096801.542842
  nChanged 78
		SP:Iteration 44Q (139832.150000 sec): 3 clusters
  Score: Raw -1101288.487793 + Penalty 4443.946052 = -1096844.541740
  nChanged 85
		SP:Iteration 45Q (139832.390000 sec): 3 clusters
  Score: Raw -1101334.686868 + Penalty 4443.946052 = -1096890.740815
  nChanged 67
		SP:Iteration 46Q (139832.630000 sec): 3 clusters
  Score: Raw -1101363.038904 + Penalty 4443.946052 = -1096919.092852
  nChanged 52
		SP:Iteration 47Q (139832.850000 sec): 3 clusters
  Score: Raw -1101381.510088 + Penalty 4443.946052 = -1096937.564036
  nChanged 37
		SP:Iteration 48Q (139833.050000 sec): 3 clusters
  Score: Raw -1101391.789408 + Penalty 4443.946052 = -1096947.843356
  nChanged 26
		SP:Iteration 49Q (139833.270000 sec): 3 clusters
  Score: Raw -1101399.560475 + Penalty 4443.946052 = -1096955.614423
  nChanged 20
		SP:Iteration 50Q (139833.450000 sec): 3 clusters
  Score: Raw -1101405.051311 + Penalty 4443.946052 = -1096961.105259
  nChanged 17
		SP:Iteration 51Q (139833.620000 sec): 3 clusters
  Score: Raw -1101409.261193 + Penalty 4443.946052 = -1096965.315141
  nChanged 9
		SP:Iteration 52Q (139833.800000 sec): 3 clusters
  Score: Raw -1101411.440051 + Penalty 4443.946052 = -1096967.493999
  nChanged 10
		SP:Iteration 53Q (139833.980000 sec): 3 clusters
  Score: Raw -1101413.620182 + Penalty 4443.946052 = -1096969.674130
  nChanged 8
		SP:Iteration 54Q (139834.170000 sec): 3 clusters
  Score: Raw -1101415.010199 + Penalty 4443.946052 = -1096971.064147
  nChanged 9
		SP:Iteration 55Q (139834.410000 sec): 3 clusters
  Score: Raw -1101417.397147 + Penalty 4443.946052 = -1096973.451095
  nChanged 12
		SP:Iteration 56Q (139834.670000 sec): 3 clusters
  Score: Raw -1101420.071713 + Penalty 4443.946052 = -1096976.125661
  nChanged 9
		SP:Iteration 57Q (139834.930000 sec): 3 clusters
  Score: Raw -1101421.783902 + Penalty 4443.946052 = -1096977.837850
  nChanged 10
		SP:Iteration 58Q (139835.160000 sec): 3 clusters
  Score: Raw -1101423.994361 + Penalty 4443.946052 = -1096980.048309
  nChanged 11
		SP:Iteration 59Q (139835.370000 sec): 3 clusters
  Score: Raw -1101425.948597 + Penalty 4443.946052 = -1096982.002545
  nChanged 6
		SP:Iteration 60F (139835.630000 sec): 3 clusters
  Score: Raw -1101427.204352 + Penalty 4443.946052 = -1096983.258300
  nChanged 4
		SP:Iteration 61Q (139835.910000 sec): 3 clusters
  Score: Raw -1101427.899091 + Penalty 4443.946052 = -1096983.953039
  nChanged 3
		SP:Iteration 62Q (139836.150000 sec): 3 clusters
  Score: Raw -1101428.293103 + Penalty 4443.946052 = -1096984.347050
  nChanged 3
		SP:Iteration 63Q (139836.480000 sec): 3 clusters
  Score: Raw -1101428.668216 + Penalty 4443.946052 = -1096984.722164
  nChanged 4
		SP:Iteration 64Q (139836.770000 sec): 3 clusters
  Score: Raw -1101429.361893 + Penalty 4443.946052 = -1096985.415841
  nChanged 2
		SP:Iteration 65Q (139837.060000 sec): 3 clusters
  Score: Raw -1101429.725956 + Penalty 4443.946052 = -1096985.779904
  nChanged 2
		SP:Iteration 66Q (139837.410000 sec): 3 clusters
  Score: Raw -1101429.985439 + Penalty 4443.946052 = -1096986.039387
  nChanged 2
		SP:Iteration 67Q (139837.670000 sec): 3 clusters
  Score: Raw -1101430.238546 + Penalty 4443.946052 = -1096986.292494
  nChanged 1
		SP:Iteration 68Q (139837.920000 sec): 3 clusters
  Score: Raw -1101430.461059 + Penalty 4443.946052 = -1096986.515007
  nChanged 2
		SP:Iteration 69Q (139838.190000 sec): 3 clusters
  Score: Raw -1101430.823982 + Penalty 4443.946052 = -1096986.877930
  nChanged 2
		SP:Iteration 70Q (139838.540000 sec): 3 clusters
  Score: Raw -1101431.235489 + Penalty 4443.946052 = -1096987.289436
  nChanged 4
		SP:Iteration 71Q (139838.820000 sec): 3 clusters
  Score: Raw -1101432.140789 + Penalty 4443.946052 = -1096988.194736
  nChanged 7
		SP:Iteration 72Q (139839.020000 sec): 3 clusters
  Score: Raw -1101433.432070 + Penalty 4443.946052 = -1096989.486018
  nChanged 4
		SP:Iteration 73Q (139839.200000 sec): 3 clusters
  Score: Raw -1101433.856254 + Penalty 4443.946052 = -1096989.910201
  nChanged 1
		SP:Iteration 74Q (139839.420000 sec): 3 clusters
  Score: Raw -1101433.992750 + Penalty 4443.946052 = -1096990.046698
  nChanged 3
		SP:Iteration 75Q (139839.710000 sec): 3 clusters
  Score: Raw -1101434.538142 + Penalty 4443.946052 = -1096990.592090
  nChanged 2
		SP:Iteration 76Q (139839.970000 sec): 3 clusters
  Score: Raw -1101434.866732 + Penalty 4443.946052 = -1096990.920680
  nChanged 2
		SP:Iteration 77Q (139840.280000 sec): 3 clusters
  Score: Raw -1101435.414192 + Penalty 4443.946052 = -1096991.468139
  nChanged 0
		SP:Iteration 78F (139840.560000 sec): 3 clusters
  Score: Raw -1101435.414192 + Penalty 4443.946052 = -1096991.468139
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (11351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139840.800000 sec): 2 clusters
  Score: Raw -1773334.818773 + Penalty 2315.591159 = -1771019.227614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139841.100000 sec): 3 clusters
  Score: Raw -1767178.130239 + Penalty 4631.182318 = -1762546.947921
  nChanged 4757
		SP:Iteration 1F (139841.390000 sec): 3 clusters
  Score: Raw -1769720.397156 + Penalty 4631.182318 = -1765089.214838
  nChanged 715
		SP:Iteration 2F (139841.680000 sec): 3 clusters
  Score: Raw -1770087.290473 + Penalty 4631.182318 = -1765456.108155
  nChanged 609
		SP:Iteration 3F (139841.990000 sec): 3 clusters
  Score: Raw -1770446.234614 + Penalty 4631.182318 = -1765815.052297
  nChanged 612
		SP:Iteration 4F (139842.250000 sec): 3 clusters
  Score: Raw -1770828.783157 + Penalty 4631.182318 = -1766197.600840
  nChanged 618
		SP:Iteration 5F (139842.490000 sec): 3 clusters
  Score: Raw -1771238.033646 + Penalty 4631.182318 = -1766606.851328
  nChanged 562
		SP:Iteration 6Q (139842.770000 sec): 3 clusters
  Score: Raw -1771561.494704 + Penalty 4631.182318 = -1766930.312386
  nChanged 506
		SP:Iteration 7Q (139843.160000 sec): 3 clusters
  Score: Raw -1771842.597197 + Penalty 4631.182318 = -1767211.414879
  nChanged 473
		SP:Iteration 8Q (139843.400000 sec): 3 clusters
  Score: Raw -1772074.680341 + Penalty 4631.182318 = -1767443.498023
  nChanged 383
		SP:Iteration 9Q (139843.680000 sec): 3 clusters
  Score: Raw -1772242.078271 + Penalty 4631.182318 = -1767610.895953
  nChanged 316
		SP:Iteration 10Q (139843.970000 sec): 3 clusters
  Score: Raw -1772355.921358 + Penalty 4631.182318 = -1767724.739040
  nChanged 258
		SP:Iteration 11Q (139844.210000 sec): 3 clusters
  Score: Raw -1772442.618248 + Penalty 4631.182318 = -1767811.435930
  nChanged 221
		SP:Iteration 12Q (139844.430000 sec): 3 clusters
  Score: Raw -1772513.803150 + Penalty 4631.182318 = -1767882.620832
  nChanged 198
		SP:Iteration 13Q (139844.670000 sec): 3 clusters
  Score: Raw -1772571.336317 + Penalty 4631.182318 = -1767940.154000
  nChanged 173
		SP:Iteration 14Q (139844.930000 sec): 3 clusters
  Score: Raw -1772620.508310 + Penalty 4631.182318 = -1767989.325993
  nChanged 150
		SP:Iteration 15Q (139845.180000 sec): 3 clusters
  Score: Raw -1772660.575494 + Penalty 4631.182318 = -1768029.393176
  nChanged 138
		SP:Iteration 16Q (139845.370000 sec): 3 clusters
  Score: Raw -1772696.988606 + Penalty 4631.182318 = -1768065.806288
  nChanged 109
		SP:Iteration 17Q (139845.590000 sec): 3 clusters
  Score: Raw -1772722.837886 + Penalty 4631.182318 = -1768091.655568
  nChanged 99
		SP:Iteration 18Q (139845.830000 sec): 3 clusters
  Score: Raw -1772747.866289 + Penalty 4631.182318 = -1768116.683971
  nChanged 103
		SP:Iteration 19Q (139846.080000 sec): 3 clusters
  Score: Raw -1772774.239088 + Penalty 4631.182318 = -1768143.056770
  nChanged 102
		SP:Iteration 20F (139846.320000 sec): 3 clusters
  Score: Raw -1772802.892318 + Penalty 4631.182318 = -1768171.710000
  nChanged 107
		SP:Iteration 21Q (139846.550000 sec): 3 clusters
  Score: Raw -1772830.284052 + Penalty 4631.182318 = -1768199.101734
  nChanged 87
		SP:Iteration 22Q (139846.790000 sec): 3 clusters
  Score: Raw -1772849.553521 + Penalty 4631.182318 = -1768218.371203
  nChanged 79
		SP:Iteration 23Q (139847.090000 sec): 3 clusters
  Score: Raw -1772870.197970 + Penalty 4631.182318 = -1768239.015652
  nChanged 100
		SP:Iteration 24Q (139847.320000 sec): 3 clusters
  Score: Raw -1772898.759429 + Penalty 4631.182318 = -1768267.577112
  nChanged 103
		SP:Iteration 25Q (139847.550000 sec): 3 clusters
  Score: Raw -1772928.743541 + Penalty 4631.182318 = -1768297.561223
  nChanged 110
		SP:Iteration 26Q (139847.830000 sec): 3 clusters
  Score: Raw -1772961.469903 + Penalty 4631.182318 = -1768330.287585
  nChanged 98
		SP:Iteration 27Q (139848.050000 sec): 3 clusters
  Score: Raw -1772991.522789 + Penalty 4631.182318 = -1768360.340471
  nChanged 105
		SP:Iteration 28Q (139848.340000 sec): 3 clusters
  Score: Raw -1773020.222934 + Penalty 4631.182318 = -1768389.040616
  nChanged 102
		SP:Iteration 29Q (139848.610000 sec): 3 clusters
  Score: Raw -1773051.785108 + Penalty 4631.182318 = -1768420.602791
  nChanged 117
		SP:Iteration 30Q (139848.880000 sec): 3 clusters
  Score: Raw -1773086.812562 + Penalty 4631.182318 = -1768455.630245
  nChanged 110
		SP:Iteration 31Q (139849.110000 sec): 3 clusters
  Score: Raw -1773123.253439 + Penalty 4631.182318 = -1768492.071121
  nChanged 133
		SP:Iteration 32Q (139849.410000 sec): 3 clusters
  Score: Raw -1773172.242849 + Penalty 4631.182318 = -1768541.060531
  nChanged 120
		SP:Iteration 33Q (139849.710000 sec): 3 clusters
  Score: Raw -1773215.280593 + Penalty 4631.182318 = -1768584.098275
  nChanged 129
		SP:Iteration 34Q (139849.960000 sec): 3 clusters
  Score: Raw -1773258.932680 + Penalty 4631.182318 = -1768627.750362
  nChanged 119
		SP:Iteration 35Q (139850.300000 sec): 3 clusters
  Score: Raw -1773301.618475 + Penalty 4631.182318 = -1768670.436157
  nChanged 113
		SP:Iteration 36Q (139850.510000 sec): 3 clusters
  Score: Raw -1773342.290062 + Penalty 4631.182318 = -1768711.107744
  nChanged 111
		SP:Iteration 37Q (139850.740000 sec): 3 clusters
  Score: Raw -1773381.993654 + Penalty 4631.182318 = -1768750.811336
  nChanged 114
		SP:Iteration 38Q (139850.930000 sec): 3 clusters
  Score: Raw -1773421.934451 + Penalty 4631.182318 = -1768790.752133
  nChanged 91
		SP:Iteration 39Q (139851.180000 sec): 3 clusters
  Score: Raw -1773457.963905 + Penalty 4631.182318 = -1768826.781587
  nChanged 96
		SP:Iteration 40F (139851.410000 sec): 3 clusters
  Score: Raw -1773492.707309 + Penalty 4631.182318 = -1768861.524991
  nChanged 89
		SP:Iteration 41Q (139851.700000 sec): 3 clusters
  Score: Raw -1773525.271027 + Penalty 4631.182318 = -1768894.088709
  nChanged 88
		SP:Iteration 42Q (139852.030000 sec): 3 clusters
  Score: Raw -1773557.642981 + Penalty 4631.182318 = -1768926.460663
  nChanged 91
		SP:Iteration 43Q (139852.270000 sec): 3 clusters
  Score: Raw -1773594.648866 + Penalty 4631.182318 = -1768963.466549
  nChanged 92
		SP:Iteration 44Q (139852.520000 sec): 3 clusters
  Score: Raw -1773630.069207 + Penalty 4631.182318 = -1768998.886889
  nChanged 91
		SP:Iteration 45Q (139852.810000 sec): 3 clusters
  Score: Raw -1773663.389672 + Penalty 4631.182318 = -1769032.207354
  nChanged 75
		SP:Iteration 46Q (139853.110000 sec): 3 clusters
  Score: Raw -1773696.473594 + Penalty 4631.182318 = -1769065.291277
  nChanged 79
		SP:Iteration 47Q (139853.410000 sec): 3 clusters
  Score: Raw -1773729.545282 + Penalty 4631.182318 = -1769098.362964
  nChanged 69
		SP:Iteration 48Q (139853.680000 sec): 3 clusters
  Score: Raw -1773760.058356 + Penalty 4631.182318 = -1769128.876039
  nChanged 63
		SP:Iteration 49Q (139853.970000 sec): 3 clusters
  Score: Raw -1773784.381652 + Penalty 4631.182318 = -1769153.199335
  nChanged 56
		SP:Iteration 50Q (139854.260000 sec): 3 clusters
  Score: Raw -1773803.047928 + Penalty 4631.182318 = -1769171.865610
  nChanged 43
		SP:Iteration 51Q (139854.550000 sec): 3 clusters
  Score: Raw -1773816.902310 + Penalty 4631.182318 = -1769185.719992
  nChanged 36
		SP:Iteration 52Q (139854.820000 sec): 3 clusters
  Score: Raw -1773830.106711 + Penalty 4631.182318 = -1769198.924393
  nChanged 34
		SP:Iteration 53Q (139855.140000 sec): 3 clusters
  Score: Raw -1773844.288692 + Penalty 4631.182318 = -1769213.106374
  nChanged 32
		SP:Iteration 54Q (139855.400000 sec): 3 clusters
  Score: Raw -1773856.097338 + Penalty 4631.182318 = -1769224.915020
  nChanged 30
		SP:Iteration 55Q (139855.600000 sec): 3 clusters
  Score: Raw -1773866.941187 + Penalty 4631.182318 = -1769235.758869
  nChanged 25
		SP:Iteration 56Q (139855.790000 sec): 3 clusters
  Score: Raw -1773876.961282 + Penalty 4631.182318 = -1769245.778965
  nChanged 25
		SP:Iteration 57Q (139856.050000 sec): 3 clusters
  Score: Raw -1773887.769813 + Penalty 4631.182318 = -1769256.587495
  nChanged 20
		SP:Iteration 58Q (139856.310000 sec): 3 clusters
  Score: Raw -1773895.371351 + Penalty 4631.182318 = -1769264.189033
  nChanged 21
		SP:Iteration 59Q (139856.550000 sec): 3 clusters
  Score: Raw -1773902.916052 + Penalty 4631.182318 = -1769271.733735
  nChanged 14
		SP:Iteration 60F (139856.750000 sec): 3 clusters
  Score: Raw -1773907.315405 + Penalty 4631.182318 = -1769276.133087
  nChanged 16
		SP:Iteration 61Q (139856.990000 sec): 3 clusters
  Score: Raw -1773913.517936 + Penalty 4631.182318 = -1769282.335618
  nChanged 11
		SP:Iteration 62Q (139857.280000 sec): 3 clusters
  Score: Raw -1773917.597687 + Penalty 4631.182318 = -1769286.415369
  nChanged 14
		SP:Iteration 63Q (139857.590000 sec): 3 clusters
  Score: Raw -1773922.661089 + Penalty 4631.182318 = -1769291.478771
  nChanged 18
		SP:Iteration 64Q (139857.880000 sec): 3 clusters
  Score: Raw -1773928.438601 + Penalty 4631.182318 = -1769297.256283
  nChanged 19
		SP:Iteration 65Q (139858.130000 sec): 3 clusters
  Score: Raw -1773935.181290 + Penalty 4631.182318 = -1769303.998972
  nChanged 16
		SP:Iteration 66Q (139858.390000 sec): 3 clusters
  Score: Raw -1773940.254561 + Penalty 4631.182318 = -1769309.072243
  nChanged 11
		SP:Iteration 67Q (139858.650000 sec): 3 clusters
  Score: Raw -1773943.628805 + Penalty 4631.182318 = -1769312.446487
  nChanged 9
		SP:Iteration 68Q (139858.920000 sec): 3 clusters
  Score: Raw -1773945.970581 + Penalty 4631.182318 = -1769314.788263
  nChanged 3
		SP:Iteration 69Q (139859.170000 sec): 3 clusters
  Score: Raw -1773946.971126 + Penalty 4631.182318 = -1769315.788808
  nChanged 4
		SP:Iteration 70Q (139859.440000 sec): 3 clusters
  Score: Raw -1773947.769637 + Penalty 4631.182318 = -1769316.587319
  nChanged 0
		SP:Iteration 71F (139859.700000 sec): 3 clusters
  Score: Raw -1773947.769637 + Penalty 4631.182318 = -1769316.587319
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (10501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139859.880000 sec): 2 clusters
  Score: Raw -1671886.269013 + Penalty 2296.287991 = -1669589.981022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139860.070000 sec): 3 clusters
  Score: Raw -1666205.040420 + Penalty 4592.575982 = -1661612.464439
  nChanged 4376
		SP:Iteration 1F (139860.320000 sec): 3 clusters
  Score: Raw -1668742.350478 + Penalty 4592.575982 = -1664149.774496
  nChanged 823
		SP:Iteration 2F (139860.560000 sec): 3 clusters
  Score: Raw -1669348.462261 + Penalty 4592.575982 = -1664755.886279
  nChanged 752
		SP:Iteration 3F (139860.810000 sec): 3 clusters
  Score: Raw -1670005.805361 + Penalty 4592.575982 = -1665413.229379
  nChanged 779
		SP:Iteration 4F (139861.030000 sec): 3 clusters
  Score: Raw -1670722.959469 + Penalty 4592.575982 = -1666130.383487
  nChanged 745
		SP:Iteration 5F (139861.270000 sec): 3 clusters
  Score: Raw -1671330.259339 + Penalty 4592.575982 = -1666737.683357
  nChanged 634
		SP:Iteration 6F (139861.500000 sec): 3 clusters
  Score: Raw -1671800.854586 + Penalty 4592.575982 = -1667208.278604
  nChanged 505
		SP:Iteration 7Q (139861.790000 sec): 3 clusters
  Score: Raw -1672117.921856 + Penalty 4592.575982 = -1667525.345874
  nChanged 389
		SP:Iteration 8Q (139862.030000 sec): 3 clusters
  Score: Raw -1672343.419041 + Penalty 4592.575982 = -1667750.843059
  nChanged 304
		SP:Iteration 9Q (139862.220000 sec): 3 clusters
  Score: Raw -1672482.140171 + Penalty 4592.575982 = -1667889.564189
  nChanged 233
		SP:Iteration 10Q (139862.400000 sec): 3 clusters
  Score: Raw -1672581.498948 + Penalty 4592.575982 = -1667988.922966
  nChanged 190
		SP:Iteration 11Q (139862.650000 sec): 3 clusters
  Score: Raw -1672663.867633 + Penalty 4592.575982 = -1668071.291651
  nChanged 178
		SP:Iteration 12Q (139862.890000 sec): 3 clusters
  Score: Raw -1672733.404071 + Penalty 4592.575982 = -1668140.828090
  nChanged 163
		SP:Iteration 13Q (139863.170000 sec): 3 clusters
  Score: Raw -1672796.860382 + Penalty 4592.575982 = -1668204.284401
  nChanged 134
		SP:Iteration 14Q (139863.410000 sec): 3 clusters
  Score: Raw -1672848.479637 + Penalty 4592.575982 = -1668255.903656
  nChanged 112
		SP:Iteration 15Q (139863.620000 sec): 3 clusters
  Score: Raw -1672884.258770 + Penalty 4592.575982 = -1668291.682789
  nChanged 89
		SP:Iteration 16Q (139863.890000 sec): 3 clusters
  Score: Raw -1672912.009278 + Penalty 4592.575982 = -1668319.433296
  nChanged 89
		SP:Iteration 17Q (139864.090000 sec): 3 clusters
  Score: Raw -1672938.141525 + Penalty 4592.575982 = -1668345.565543
  nChanged 73
		SP:Iteration 18Q (139864.260000 sec): 3 clusters
  Score: Raw -1672959.711639 + Penalty 4592.575982 = -1668367.135657
  nChanged 79
		SP:Iteration 19Q (139864.530000 sec): 3 clusters
  Score: Raw -1672983.047205 + Penalty 4592.575982 = -1668390.471223
  nChanged 93
		SP:Iteration 20F (139864.770000 sec): 3 clusters
  Score: Raw -1673014.258815 + Penalty 4592.575982 = -1668421.682834
  nChanged 93
		SP:Iteration 21Q (139864.930000 sec): 3 clusters
  Score: Raw -1673043.845692 + Penalty 4592.575982 = -1668451.269711
  nChanged 88
		SP:Iteration 22Q (139865.190000 sec): 3 clusters
  Score: Raw -1673070.792955 + Penalty 4592.575982 = -1668478.216973
  nChanged 64
		SP:Iteration 23Q (139865.450000 sec): 3 clusters
  Score: Raw -1673087.117887 + Penalty 4592.575982 = -1668494.541905
  nChanged 46
		SP:Iteration 24Q (139865.600000 sec): 3 clusters
  Score: Raw -1673099.179963 + Penalty 4592.575982 = -1668506.603981
  nChanged 67
		SP:Iteration 25Q (139865.810000 sec): 3 clusters
  Score: Raw -1673117.722534 + Penalty 4592.575982 = -1668525.146553
  nChanged 67
		SP:Iteration 26Q (139866.010000 sec): 3 clusters
  Score: Raw -1673134.860587 + Penalty 4592.575982 = -1668542.284605
  nChanged 64
		SP:Iteration 27Q (139866.230000 sec): 3 clusters
  Score: Raw -1673151.624300 + Penalty 4592.575982 = -1668559.048319
  nChanged 59
		SP:Iteration 28Q (139866.440000 sec): 3 clusters
  Score: Raw -1673163.694711 + Penalty 4592.575982 = -1668571.118729
  nChanged 49
		SP:Iteration 29Q (139866.640000 sec): 3 clusters
  Score: Raw -1673173.954173 + Penalty 4592.575982 = -1668581.378191
  nChanged 45
		SP:Iteration 30Q (139866.890000 sec): 3 clusters
  Score: Raw -1673185.391300 + Penalty 4592.575982 = -1668592.815318
  nChanged 39
		SP:Iteration 31Q (139867.110000 sec): 3 clusters
  Score: Raw -1673193.805157 + Penalty 4592.575982 = -1668601.229175
  nChanged 39
		SP:Iteration 32Q (139867.320000 sec): 3 clusters
  Score: Raw -1673201.395490 + Penalty 4592.575982 = -1668608.819509
  nChanged 30
		SP:Iteration 33Q (139867.570000 sec): 3 clusters
  Score: Raw -1673207.149534 + Penalty 4592.575982 = -1668614.573552
  nChanged 27
		SP:Iteration 34Q (139867.770000 sec): 3 clusters
  Score: Raw -1673212.488994 + Penalty 4592.575982 = -1668619.913012
  nChanged 27
		SP:Iteration 35Q (139868.030000 sec): 3 clusters
  Score: Raw -1673217.908908 + Penalty 4592.575982 = -1668625.332926
  nChanged 28
		SP:Iteration 36Q (139868.190000 sec): 3 clusters
  Score: Raw -1673222.580111 + Penalty 4592.575982 = -1668630.004129
  nChanged 23
		SP:Iteration 37Q (139868.430000 sec): 3 clusters
  Score: Raw -1673226.797730 + Penalty 4592.575982 = -1668634.221748
  nChanged 15
		SP:Iteration 38Q (139868.630000 sec): 3 clusters
  Score: Raw -1673229.363471 + Penalty 4592.575982 = -1668636.787490
  nChanged 12
		SP:Iteration 39Q (139868.820000 sec): 3 clusters
  Score: Raw -1673231.267617 + Penalty 4592.575982 = -1668638.691635
  nChanged 10
		SP:Iteration 40F (139869.030000 sec): 3 clusters
  Score: Raw -1673233.015907 + Penalty 4592.575982 = -1668640.439926
  nChanged 14
		SP:Iteration 41Q (139869.250000 sec): 3 clusters
  Score: Raw -1673235.501876 + Penalty 4592.575982 = -1668642.925894
  nChanged 21
		SP:Iteration 42Q (139869.490000 sec): 3 clusters
  Score: Raw -1673239.544524 + Penalty 4592.575982 = -1668646.968542
  nChanged 26
		SP:Iteration 43Q (139869.820000 sec): 3 clusters
  Score: Raw -1673245.284640 + Penalty 4592.575982 = -1668652.708658
  nChanged 22
		SP:Iteration 44Q (139870.090000 sec): 3 clusters
  Score: Raw -1673249.257022 + Penalty 4592.575982 = -1668656.681040
  nChanged 21
		SP:Iteration 45Q (139870.320000 sec): 3 clusters
  Score: Raw -1673253.135602 + Penalty 4592.575982 = -1668660.559621
  nChanged 10
		SP:Iteration 46Q (139870.530000 sec): 3 clusters
  Score: Raw -1673255.269158 + Penalty 4592.575982 = -1668662.693176
  nChanged 15
		SP:Iteration 47Q (139870.680000 sec): 3 clusters
  Score: Raw -1673258.000061 + Penalty 4592.575982 = -1668665.424079
  nChanged 14
		SP:Iteration 48Q (139870.950000 sec): 3 clusters
  Score: Raw -1673260.491516 + Penalty 4592.575982 = -1668667.915534
  nChanged 20
		SP:Iteration 49Q (139871.150000 sec): 3 clusters
  Score: Raw -1673263.969109 + Penalty 4592.575982 = -1668671.393127
  nChanged 20
		SP:Iteration 50Q (139871.410000 sec): 3 clusters
  Score: Raw -1673267.130093 + Penalty 4592.575982 = -1668674.554111
  nChanged 14
		SP:Iteration 51Q (139871.710000 sec): 3 clusters
  Score: Raw -1673270.140243 + Penalty 4592.575982 = -1668677.564261
  nChanged 16
		SP:Iteration 52Q (139871.980000 sec): 3 clusters
  Score: Raw -1673273.379628 + Penalty 4592.575982 = -1668680.803647
  nChanged 15
		SP:Iteration 53Q (139872.210000 sec): 3 clusters
  Score: Raw -1673275.838752 + Penalty 4592.575982 = -1668683.262770
  nChanged 12
		SP:Iteration 54Q (139872.420000 sec): 3 clusters
  Score: Raw -1673278.519062 + Penalty 4592.575982 = -1668685.943080
  nChanged 12
		SP:Iteration 55Q (139872.680000 sec): 3 clusters
  Score: Raw -1673281.082884 + Penalty 4592.575982 = -1668688.506902
  nChanged 12
		SP:Iteration 56Q (139872.870000 sec): 3 clusters
  Score: Raw -1673283.089756 + Penalty 4592.575982 = -1668690.513774
  nChanged 15
		SP:Iteration 57Q (139873.080000 sec): 3 clusters
  Score: Raw -1673286.159499 + Penalty 4592.575982 = -1668693.583517
  nChanged 18
		SP:Iteration 58Q (139873.360000 sec): 3 clusters
  Score: Raw -1673289.152695 + Penalty 4592.575982 = -1668696.576713
  nChanged 15
		SP:Iteration 59Q (139873.590000 sec): 3 clusters
  Score: Raw -1673292.106773 + Penalty 4592.575982 = -1668699.530791
  nChanged 14
		SP:Iteration 60F (139873.830000 sec): 3 clusters
  Score: Raw -1673294.270588 + Penalty 4592.575982 = -1668701.694606
  nChanged 10
		SP:Iteration 61Q (139874.100000 sec): 3 clusters
  Score: Raw -1673296.544133 + Penalty 4592.575982 = -1668703.968151
  nChanged 14
		SP:Iteration 62Q (139874.370000 sec): 3 clusters
  Score: Raw -1673299.094873 + Penalty 4592.575982 = -1668706.518891
  nChanged 13
		SP:Iteration 63Q (139874.680000 sec): 3 clusters
  Score: Raw -1673301.431114 + Penalty 4592.575982 = -1668708.855132
  nChanged 15
		SP:Iteration 64Q (139874.880000 sec): 3 clusters
  Score: Raw -1673303.788344 + Penalty 4592.575982 = -1668711.212362
  nChanged 14
		SP:Iteration 65Q (139875.130000 sec): 3 clusters
  Score: Raw -1673306.989401 + Penalty 4592.575982 = -1668714.413419
  nChanged 22
		SP:Iteration 66Q (139875.340000 sec): 3 clusters
  Score: Raw -1673310.960385 + Penalty 4592.575982 = -1668718.384403
  nChanged 13
		SP:Iteration 67Q (139875.600000 sec): 3 clusters
  Score: Raw -1673312.986598 + Penalty 4592.575982 = -1668720.410616
  nChanged 15
		SP:Iteration 68Q (139875.820000 sec): 3 clusters
  Score: Raw -1673315.559721 + Penalty 4592.575982 = -1668722.983739
  nChanged 12
		SP:Iteration 69Q (139876.020000 sec): 3 clusters
  Score: Raw -1673317.462738 + Penalty 4592.575982 = -1668724.886756
  nChanged 2
		SP:Iteration 70Q (139876.260000 sec): 3 clusters
  Score: Raw -1673317.600722 + Penalty 4592.575982 = -1668725.024740
  nChanged 3
		SP:Iteration 71Q (139876.470000 sec): 3 clusters
  Score: Raw -1673318.012924 + Penalty 4592.575982 = -1668725.436942
  nChanged 7
		SP:Iteration 72Q (139876.660000 sec): 3 clusters
  Score: Raw -1673319.033000 + Penalty 4592.575982 = -1668726.457018
  nChanged 10
		SP:Iteration 73Q (139876.860000 sec): 3 clusters
  Score: Raw -1673320.615867 + Penalty 4592.575982 = -1668728.039885
  nChanged 10
		SP:Iteration 74Q (139877.080000 sec): 3 clusters
  Score: Raw -1673321.975703 + Penalty 4592.575982 = -1668729.399721
  nChanged 7
		SP:Iteration 75Q (139877.360000 sec): 3 clusters
  Score: Raw -1673322.919523 + Penalty 4592.575982 = -1668730.343542
  nChanged 5
		SP:Iteration 76Q (139877.660000 sec): 3 clusters
  Score: Raw -1673323.572203 + Penalty 4592.575982 = -1668730.996222
  nChanged 4
		SP:Iteration 77Q (139877.920000 sec): 3 clusters
  Score: Raw -1673324.013516 + Penalty 4592.575982 = -1668731.437535
  nChanged 5
		SP:Iteration 78Q (139878.140000 sec): 3 clusters
  Score: Raw -1673324.746433 + Penalty 4592.575982 = -1668732.170451
  nChanged 5
		SP:Iteration 79Q (139878.340000 sec): 3 clusters
  Score: Raw -1673325.346756 + Penalty 4592.575982 = -1668732.770774
  nChanged 1
		SP:Iteration 80F (139878.490000 sec): 3 clusters
  Score: Raw -1673325.465509 + Penalty 4592.575982 = -1668732.889527
  nChanged 3
		SP:Iteration 81Q (139878.640000 sec): 3 clusters
  Score: Raw -1673325.900479 + Penalty 4592.575982 = -1668733.324497
  nChanged 5
		SP:Iteration 82Q (139878.800000 sec): 3 clusters
  Score: Raw -1673326.889365 + Penalty 4592.575982 = -1668734.313383
  nChanged 3
		SP:Iteration 83Q (139878.950000 sec): 3 clusters
  Score: Raw -1673327.388320 + Penalty 4592.575982 = -1668734.812338
  nChanged 8
		SP:Iteration 84Q (139879.100000 sec): 3 clusters
  Score: Raw -1673329.133289 + Penalty 4592.575982 = -1668736.557307
  nChanged 9
		SP:Iteration 85Q (139879.250000 sec): 3 clusters
  Score: Raw -1673330.779835 + Penalty 4592.575982 = -1668738.203854
  nChanged 12
		SP:Iteration 86Q (139879.400000 sec): 3 clusters
  Score: Raw -1673333.084904 + Penalty 4592.575982 = -1668740.508923
  nChanged 6
		SP:Iteration 87Q (139879.600000 sec): 3 clusters
  Score: Raw -1673333.983402 + Penalty 4592.575982 = -1668741.407420
  nChanged 3
		SP:Iteration 88Q (139879.820000 sec): 3 clusters
  Score: Raw -1673334.296040 + Penalty 4592.575982 = -1668741.720058
  nChanged 3
		SP:Iteration 89Q (139880.040000 sec): 3 clusters
  Score: Raw -1673334.759105 + Penalty 4592.575982 = -1668742.183123
  nChanged 6
		SP:Iteration 90Q (139880.240000 sec): 3 clusters
  Score: Raw -1673335.639552 + Penalty 4592.575982 = -1668743.063570
  nChanged 7
		SP:Iteration 91Q (139880.500000 sec): 3 clusters
  Score: Raw -1673336.676318 + Penalty 4592.575982 = -1668744.100336
  nChanged 4
		SP:Iteration 92Q (139880.740000 sec): 3 clusters
  Score: Raw -1673337.291956 + Penalty 4592.575982 = -1668744.715974
  nChanged 1
		SP:Iteration 93Q (139880.900000 sec): 3 clusters
  Score: Raw -1673337.437510 + Penalty 4592.575982 = -1668744.861528
  nChanged 0
		SP:Iteration 94F (139881.150000 sec): 3 clusters
  Score: Raw -1673337.437510 + Penalty 4592.575982 = -1668744.861528
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 21 (8220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139881.280000 sec): 2 clusters
  Score: Raw -1259314.919485 + Penalty 2235.552721 = -1257079.366764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139881.550000 sec): 3 clusters
  Score: Raw -1255014.559674 + Penalty 4471.105442 = -1250543.454232
  nChanged 3338
		SP:Iteration 1F (139881.720000 sec): 3 clusters
  Score: Raw -1256929.067754 + Penalty 4471.105442 = -1252457.962312
  nChanged 636
		SP:Iteration 2F (139881.950000 sec): 3 clusters
  Score: Raw -1257288.978850 + Penalty 4471.105442 = -1252817.873408
  nChanged 490
		SP:Iteration 3F (139882.070000 sec): 3 clusters
  Score: Raw -1257561.685363 + Penalty 4471.105442 = -1253090.579921
  nChanged 422
		SP:Iteration 4F (139882.260000 sec): 3 clusters
  Score: Raw -1257800.021401 + Penalty 4471.105442 = -1253328.915959
  nChanged 373
		SP:Iteration 5Q (139882.480000 sec): 3 clusters
  Score: Raw -1258045.397731 + Penalty 4471.105442 = -1253574.292289
  nChanged 403
		SP:Iteration 6Q (139882.620000 sec): 3 clusters
  Score: Raw -1258299.422558 + Penalty 4471.105442 = -1253828.317116
  nChanged 377
		SP:Iteration 7Q (139882.810000 sec): 3 clusters
  Score: Raw -1258545.164446 + Penalty 4471.105442 = -1254074.059004
  nChanged 369
		SP:Iteration 8Q (139883.050000 sec): 3 clusters
  Score: Raw -1258794.019890 + Penalty 4471.105442 = -1254322.914448
  nChanged 317
		SP:Iteration 9Q (139883.240000 sec): 3 clusters
  Score: Raw -1258996.744075 + Penalty 4471.105442 = -1254525.638633
  nChanged 295
		SP:Iteration 10Q (139883.460000 sec): 3 clusters
  Score: Raw -1259178.861050 + Penalty 4471.105442 = -1254707.755608
  nChanged 249
		SP:Iteration 11Q (139883.690000 sec): 3 clusters
  Score: Raw -1259343.362504 + Penalty 4471.105442 = -1254872.257062
  nChanged 228
		SP:Iteration 12Q (139883.930000 sec): 3 clusters
  Score: Raw -1259495.005780 + Penalty 4471.105442 = -1255023.900338
  nChanged 221
		SP:Iteration 13Q (139884.180000 sec): 3 clusters
  Score: Raw -1259650.750465 + Penalty 4471.105442 = -1255179.645023
  nChanged 197
		SP:Iteration 14Q (139884.420000 sec): 3 clusters
  Score: Raw -1259775.824656 + Penalty 4471.105442 = -1255304.719214
  nChanged 157
		SP:Iteration 15Q (139884.650000 sec): 3 clusters
  Score: Raw -1259871.805035 + Penalty 4471.105442 = -1255400.699593
  nChanged 145
		SP:Iteration 16Q (139884.890000 sec): 3 clusters
  Score: Raw -1259961.810450 + Penalty 4471.105442 = -1255490.705008
  nChanged 117
		SP:Iteration 17Q (139885.100000 sec): 3 clusters
  Score: Raw -1260032.627225 + Penalty 4471.105442 = -1255561.521783
  nChanged 81
		SP:Iteration 18Q (139885.340000 sec): 3 clusters
  Score: Raw -1260077.828937 + Penalty 4471.105442 = -1255606.723495
  nChanged 71
		SP:Iteration 19Q (139885.600000 sec): 3 clusters
  Score: Raw -1260118.713351 + Penalty 4471.105442 = -1255647.607909
  nChanged 70
		SP:Iteration 20F (139885.810000 sec): 3 clusters
  Score: Raw -1260159.059022 + Penalty 4471.105442 = -1255687.953579
  nChanged 43
		SP:Iteration 21Q (139885.980000 sec): 3 clusters
  Score: Raw -1260183.271468 + Penalty 4471.105442 = -1255712.166026
  nChanged 33
		SP:Iteration 22Q (139886.140000 sec): 3 clusters
  Score: Raw -1260206.555014 + Penalty 4471.105442 = -1255735.449572
  nChanged 29
		SP:Iteration 23Q (139886.350000 sec): 3 clusters
  Score: Raw -1260226.674813 + Penalty 4471.105442 = -1255755.569371
  nChanged 25
		SP:Iteration 24Q (139886.560000 sec): 3 clusters
  Score: Raw -1260239.922120 + Penalty 4471.105442 = -1255768.816678
  nChanged 28
		SP:Iteration 25Q (139886.750000 sec): 3 clusters
  Score: Raw -1260261.518199 + Penalty 4471.105442 = -1255790.412757
  nChanged 22
		SP:Iteration 26Q (139886.950000 sec): 3 clusters
  Score: Raw -1260276.422044 + Penalty 4471.105442 = -1255805.316602
  nChanged 26
		SP:Iteration 27Q (139887.140000 sec): 3 clusters
  Score: Raw -1260295.393241 + Penalty 4471.105442 = -1255824.287799
  nChanged 30
		SP:Iteration 28Q (139887.340000 sec): 3 clusters
  Score: Raw -1260317.619643 + Penalty 4471.105442 = -1255846.514201
  nChanged 29
		SP:Iteration 29Q (139887.530000 sec): 3 clusters
  Score: Raw -1260335.302720 + Penalty 4471.105442 = -1255864.197278
  nChanged 16
		SP:Iteration 30Q (139887.720000 sec): 3 clusters
  Score: Raw -1260344.734577 + Penalty 4471.105442 = -1255873.629135
  nChanged 7
		SP:Iteration 31Q (139887.900000 sec): 3 clusters
  Score: Raw -1260349.948767 + Penalty 4471.105442 = -1255878.843325
  nChanged 9
		SP:Iteration 32Q (139888.130000 sec): 3 clusters
  Score: Raw -1260354.287728 + Penalty 4471.105442 = -1255883.182286
  nChanged 3
		SP:Iteration 33Q (139888.380000 sec): 3 clusters
  Score: Raw -1260356.551928 + Penalty 4471.105442 = -1255885.446486
  nChanged 3
		SP:Iteration 34Q (139888.580000 sec): 3 clusters
  Score: Raw -1260357.670554 + Penalty 4471.105442 = -1255886.565112
  nChanged 2
		SP:Iteration 35Q (139888.860000 sec): 3 clusters
  Score: Raw -1260358.108909 + Penalty 4471.105442 = -1255887.003467
  nChanged 0
		SP:Iteration 36F (139889.060000 sec): 3 clusters
  Score: Raw -1260358.108909 + Penalty 4471.105442 = -1255887.003467
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 22 (14410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139889.260000 sec): 2 clusters
  Score: Raw -2192074.843956 + Penalty 2374.768067 = -2189700.075889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139889.600000 sec): 3 clusters
  Score: Raw -2183951.227656 + Penalty 4749.536134 = -2179201.691523
  nChanged 6201
		SP:Iteration 1F (139889.880000 sec): 3 clusters
  Score: Raw -2187552.353754 + Penalty 4749.536134 = -2182802.817621
  nChanged 987
		SP:Iteration 2F (139890.140000 sec): 3 clusters
  Score: Raw -2188106.043418 + Penalty 4749.536134 = -2183356.507284
  nChanged 836
		SP:Iteration 3F (139890.420000 sec): 3 clusters
  Score: Raw -2188617.831213 + Penalty 4749.536134 = -2183868.295080
  nChanged 760
		SP:Iteration 4F (139890.830000 sec): 3 clusters
  Score: Raw -2189046.847717 + Penalty 4749.536134 = -2184297.311583
  nChanged 627
		SP:Iteration 5Q (139891.180000 sec): 3 clusters
  Score: Raw -2189355.065522 + Penalty 4749.536134 = -2184605.529388
  nChanged 570
		SP:Iteration 6Q (139891.460000 sec): 3 clusters
  Score: Raw -2189624.648802 + Penalty 4749.536134 = -2184875.112669
  nChanged 546
		SP:Iteration 7Q (139891.810000 sec): 3 clusters
  Score: Raw -2189845.719247 + Penalty 4749.536134 = -2185096.183114
  nChanged 479
		SP:Iteration 8Q (139892.120000 sec): 3 clusters
  Score: Raw -2190034.041697 + Penalty 4749.536134 = -2185284.505563
  nChanged 414
		SP:Iteration 9Q (139892.440000 sec): 3 clusters
  Score: Raw -2190181.757007 + Penalty 4749.536134 = -2185432.220874
  nChanged 415
		SP:Iteration 10Q (139892.820000 sec): 3 clusters
  Score: Raw -2190340.509133 + Penalty 4749.536134 = -2185590.972999
  nChanged 407
		SP:Iteration 11Q (139893.090000 sec): 3 clusters
  Score: Raw -2190511.071095 + Penalty 4749.536134 = -2185761.534961
  nChanged 427
		SP:Iteration 12Q (139893.380000 sec): 3 clusters
  Score: Raw -2190715.865492 + Penalty 4749.536134 = -2185966.329358
  nChanged 463
		SP:Iteration 13Q (139893.660000 sec): 3 clusters
  Score: Raw -2190968.261237 + Penalty 4749.536134 = -2186218.725103
  nChanged 483
		SP:Iteration 14Q (139894.020000 sec): 3 clusters
  Score: Raw -2191227.693734 + Penalty 4749.536134 = -2186478.157600
  nChanged 442
		SP:Iteration 15Q (139894.300000 sec): 3 clusters
  Score: Raw -2191460.640857 + Penalty 4749.536134 = -2186711.104723
  nChanged 433
		SP:Iteration 16Q (139894.640000 sec): 3 clusters
  Score: Raw -2191677.662554 + Penalty 4749.536134 = -2186928.126420
  nChanged 384
		SP:Iteration 17Q (139895.000000 sec): 3 clusters
  Score: Raw -2191885.164492 + Penalty 4749.536134 = -2187135.628358
  nChanged 368
		SP:Iteration 18Q (139895.360000 sec): 3 clusters
  Score: Raw -2192073.112416 + Penalty 4749.536134 = -2187323.576282
  nChanged 311
		SP:Iteration 19Q (139895.660000 sec): 3 clusters
  Score: Raw -2192238.847227 + Penalty 4749.536134 = -2187489.311093
  nChanged 298
		SP:Iteration 20F (139895.940000 sec): 3 clusters
  Score: Raw -2192399.581024 + Penalty 4749.536134 = -2187650.044891
  nChanged 260
		SP:Iteration 21Q (139896.200000 sec): 3 clusters
  Score: Raw -2192530.713482 + Penalty 4749.536134 = -2187781.177348
  nChanged 210
		SP:Iteration 22Q (139896.520000 sec): 3 clusters
  Score: Raw -2192646.933022 + Penalty 4749.536134 = -2187897.396888
  nChanged 180
		SP:Iteration 23Q (139896.790000 sec): 3 clusters
  Score: Raw -2192740.993432 + Penalty 4749.536134 = -2187991.457298
  nChanged 154
		SP:Iteration 24Q (139897.070000 sec): 3 clusters
  Score: Raw -2192806.490950 + Penalty 4749.536134 = -2188056.954816
  nChanged 136
		SP:Iteration 25Q (139897.340000 sec): 3 clusters
  Score: Raw -2192862.418150 + Penalty 4749.536134 = -2188112.882017
  nChanged 110
		SP:Iteration 26Q (139897.610000 sec): 3 clusters
  Score: Raw -2192905.131260 + Penalty 4749.536134 = -2188155.595126
  nChanged 88
		SP:Iteration 27Q (139897.940000 sec): 3 clusters
  Score: Raw -2192936.725149 + Penalty 4749.536134 = -2188187.189016
  nChanged 74
		SP:Iteration 28Q (139898.140000 sec): 3 clusters
  Score: Raw -2192958.872031 + Penalty 4749.536134 = -2188209.335897
  nChanged 59
		SP:Iteration 29Q (139898.380000 sec): 3 clusters
  Score: Raw -2192973.749961 + Penalty 4749.536134 = -2188224.213827
  nChanged 40
		SP:Iteration 30Q (139898.670000 sec): 3 clusters
  Score: Raw -2192986.975608 + Penalty 4749.536134 = -2188237.439474
  nChanged 34
		SP:Iteration 31Q (139898.950000 sec): 3 clusters
  Score: Raw -2192994.625364 + Penalty 4749.536134 = -2188245.089230
  nChanged 25
		SP:Iteration 32Q (139899.200000 sec): 3 clusters
  Score: Raw -2193000.204966 + Penalty 4749.536134 = -2188250.668832
  nChanged 15
		SP:Iteration 33Q (139899.470000 sec): 3 clusters
  Score: Raw -2193003.715588 + Penalty 4749.536134 = -2188254.179454
  nChanged 14
		SP:Iteration 34Q (139899.760000 sec): 3 clusters
  Score: Raw -2193007.180129 + Penalty 4749.536134 = -2188257.643995
  nChanged 19
		SP:Iteration 35Q (139899.990000 sec): 3 clusters
  Score: Raw -2193011.141915 + Penalty 4749.536134 = -2188261.605781
  nChanged 16
		SP:Iteration 36Q (139900.260000 sec): 3 clusters
  Score: Raw -2193015.427686 + Penalty 4749.536134 = -2188265.891553
  nChanged 18
		SP:Iteration 37Q (139900.510000 sec): 3 clusters
  Score: Raw -2193018.916946 + Penalty 4749.536134 = -2188269.380812
  nChanged 17
		SP:Iteration 38Q (139900.770000 sec): 3 clusters
  Score: Raw -2193023.132010 + Penalty 4749.536134 = -2188273.595876
  nChanged 18
		SP:Iteration 39Q (139901.060000 sec): 3 clusters
  Score: Raw -2193027.690865 + Penalty 4749.536134 = -2188278.154731
  nChanged 10
		SP:Iteration 40F (139901.360000 sec): 3 clusters
  Score: Raw -2193029.542680 + Penalty 4749.536134 = -2188280.006547
  nChanged 10
		SP:Iteration 41Q (139901.580000 sec): 3 clusters
  Score: Raw -2193032.379921 + Penalty 4749.536134 = -2188282.843787
  nChanged 16
		SP:Iteration 42Q (139901.860000 sec): 3 clusters
  Score: Raw -2193036.648140 + Penalty 4749.536134 = -2188287.112006
  nChanged 11
		SP:Iteration 43Q (139902.080000 sec): 3 clusters
  Score: Raw -2193038.821844 + Penalty 4749.536134 = -2188289.285710
  nChanged 5
		SP:Iteration 44Q (139902.340000 sec): 3 clusters
  Score: Raw -2193039.729936 + Penalty 4749.536134 = -2188290.193802
  nChanged 9
		SP:Iteration 45Q (139902.610000 sec): 3 clusters
  Score: Raw -2193041.954433 + Penalty 4749.536134 = -2188292.418299
  nChanged 5
		SP:Iteration 46Q (139902.830000 sec): 3 clusters
  Score: Raw -2193042.578015 + Penalty 4749.536134 = -2188293.041882
  nChanged 2
		SP:Iteration 47Q (139903.050000 sec): 3 clusters
  Score: Raw -2193043.007890 + Penalty 4749.536134 = -2188293.471757
  nChanged 6
		SP:Iteration 48Q (139903.350000 sec): 3 clusters
  Score: Raw -2193044.101317 + Penalty 4749.536134 = -2188294.565183
  nChanged 3
		SP:Iteration 49Q (139903.560000 sec): 3 clusters
  Score: Raw -2193044.531197 + Penalty 4749.536134 = -2188294.995064
  nChanged 1
		SP:Iteration 50Q (139903.820000 sec): 3 clusters
  Score: Raw -2193044.590907 + Penalty 4749.536134 = -2188295.054774
  nChanged 0
		SP:Iteration 51F (139904.050000 sec): 3 clusters
  Score: Raw -2193044.590907 + Penalty 4749.536134 = -2188295.054774
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 23 (4181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139904.180000 sec): 2 clusters
  Score: Raw -570480.734105 + Penalty 2067.899821 = -568412.834284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139904.380000 sec): 3 clusters
  Score: Raw -568573.222348 + Penalty 4135.799643 = -564437.422705
  nChanged 1556
		SP:Iteration 1F (139904.520000 sec): 3 clusters
  Score: Raw -569706.001820 + Penalty 4135.799643 = -565570.202177
  nChanged 433
		SP:Iteration 2F (139904.720000 sec): 3 clusters
  Score: Raw -570205.759873 + Penalty 4135.799643 = -566069.960230
  nChanged 346
		SP:Iteration 3F (139904.920000 sec): 3 clusters
  Score: Raw -570526.531949 + Penalty 4135.799643 = -566390.732307
  nChanged 244
		SP:Iteration 4F (139905.080000 sec): 3 clusters
  Score: Raw -570751.084953 + Penalty 4135.799643 = -566615.285311
  nChanged 197
		SP:Iteration 5Q (139905.260000 sec): 3 clusters
  Score: Raw -570938.887567 + Penalty 4135.799643 = -566803.087924
  nChanged 159
		SP:Iteration 6Q (139905.440000 sec): 3 clusters
  Score: Raw -571093.189350 + Penalty 4135.799643 = -566957.389707
  nChanged 144
		SP:Iteration 7Q (139905.550000 sec): 3 clusters
  Score: Raw -571224.700929 + Penalty 4135.799643 = -567088.901286
  nChanged 137
		SP:Iteration 8Q (139905.820000 sec): 3 clusters
  Score: Raw -571352.731936 + Penalty 4135.799643 = -567216.932293
  nChanged 115
		SP:Iteration 9Q (139906.030000 sec): 3 clusters
  Score: Raw -571485.852802 + Penalty 4135.799643 = -567350.053159
  nChanged 133
		SP:Iteration 10Q (139906.280000 sec): 3 clusters
  Score: Raw -571619.265573 + Penalty 4135.799643 = -567483.465930
  nChanged 119
		SP:Iteration 11Q (139906.400000 sec): 3 clusters
  Score: Raw -571729.516692 + Penalty 4135.799643 = -567593.717049
  nChanged 110
		SP:Iteration 12Q (139906.600000 sec): 3 clusters
  Score: Raw -571838.024069 + Penalty 4135.799643 = -567702.224426
  nChanged 82
		SP:Iteration 13Q (139906.730000 sec): 3 clusters
  Score: Raw -571907.832208 + Penalty 4135.799643 = -567772.032566
  nChanged 81
		SP:Iteration 14Q (139906.950000 sec): 3 clusters
  Score: Raw -571996.597919 + Penalty 4135.799643 = -567860.798276
  nChanged 85
		SP:Iteration 15Q (139907.150000 sec): 3 clusters
  Score: Raw -572072.980598 + Penalty 4135.799643 = -567937.180955
  nChanged 68
		SP:Iteration 16Q (139907.370000 sec): 3 clusters
  Score: Raw -572124.659411 + Penalty 4135.799643 = -567988.859768
  nChanged 48
		SP:Iteration 17Q (139907.530000 sec): 3 clusters
  Score: Raw -572163.777523 + Penalty 4135.799643 = -568027.977880
  nChanged 53
		SP:Iteration 18Q (139907.760000 sec): 3 clusters
  Score: Raw -572201.330405 + Penalty 4135.799643 = -568065.530762
  nChanged 41
		SP:Iteration 19Q (139908.000000 sec): 3 clusters
  Score: Raw -572230.087131 + Penalty 4135.799643 = -568094.287488
  nChanged 39
		SP:Iteration 20F (139908.160000 sec): 3 clusters
  Score: Raw -572258.580840 + Penalty 4135.799643 = -568122.781197
  nChanged 31
		SP:Iteration 21Q (139908.340000 sec): 3 clusters
  Score: Raw -572277.894182 + Penalty 4135.799643 = -568142.094539
  nChanged 15
		SP:Iteration 22Q (139908.530000 sec): 3 clusters
  Score: Raw -572286.276789 + Penalty 4135.799643 = -568150.477146
  nChanged 9
		SP:Iteration 23Q (139908.710000 sec): 3 clusters
  Score: Raw -572291.748337 + Penalty 4135.799643 = -568155.948695
  nChanged 8
		SP:Iteration 24Q (139908.910000 sec): 3 clusters
  Score: Raw -572296.058708 + Penalty 4135.799643 = -568160.259066
  nChanged 12
		SP:Iteration 25Q (139909.050000 sec): 3 clusters
  Score: Raw -572302.809931 + Penalty 4135.799643 = -568167.010288
  nChanged 7
		SP:Iteration 26Q (139909.250000 sec): 3 clusters
  Score: Raw -572306.291182 + Penalty 4135.799643 = -568170.491539
  nChanged 5
		SP:Iteration 27Q (139909.370000 sec): 3 clusters
  Score: Raw -572309.016571 + Penalty 4135.799643 = -568173.216928
  nChanged 8
		SP:Iteration 28Q (139909.610000 sec): 3 clusters
  Score: Raw -572313.632586 + Penalty 4135.799643 = -568177.832944
  nChanged 10
		SP:Iteration 29Q (139909.780000 sec): 3 clusters
  Score: Raw -572317.177683 + Penalty 4135.799643 = -568181.378040
  nChanged 3
		SP:Iteration 30Q (139909.910000 sec): 3 clusters
  Score: Raw -572318.663380 + Penalty 4135.799643 = -568182.863737
  nChanged 5
		SP:Iteration 31Q (139910.100000 sec): 3 clusters
  Score: Raw -572323.504093 + Penalty 4135.799643 = -568187.704450
  nChanged 7
		SP:Iteration 32Q (139910.230000 sec): 3 clusters
  Score: Raw -572327.701464 + Penalty 4135.799643 = -568191.901821
  nChanged 8
		SP:Iteration 33Q (139910.430000 sec): 3 clusters
  Score: Raw -572331.724008 + Penalty 4135.799643 = -568195.924365
  nChanged 4
		SP:Iteration 34Q (139910.560000 sec): 3 clusters
  Score: Raw -572333.957941 + Penalty 4135.799643 = -568198.158298
  nChanged 5
		SP:Iteration 35Q (139910.760000 sec): 3 clusters
  Score: Raw -572336.205414 + Penalty 4135.799643 = -568200.405771
  nChanged 7
		SP:Iteration 36Q (139910.970000 sec): 3 clusters
  Score: Raw -572339.590595 + Penalty 4135.799643 = -568203.790952
  nChanged 5
		SP:Iteration 37Q (139911.110000 sec): 3 clusters
  Score: Raw -572341.053750 + Penalty 4135.799643 = -568205.254108
  nChanged 2
		SP:Iteration 38Q (139911.310000 sec): 3 clusters
  Score: Raw -572341.748808 + Penalty 4135.799643 = -568205.949165
  nChanged 0
		SP:Iteration 39F (139911.490000 sec): 3 clusters
  Score: Raw -572341.748808 + Penalty 4135.799643 = -568205.949165
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 24 (6542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139911.630000 sec): 2 clusters
  Score: Raw -1001076.846547 + Penalty 2178.927556 = -998897.918991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139911.850000 sec): 3 clusters
  Score: Raw -997769.630543 + Penalty 4357.855111 = -993411.775432
  nChanged 2613
		SP:Iteration 1F (139912.070000 sec): 3 clusters
  Score: Raw -999316.700911 + Penalty 4357.855111 = -994958.845800
  nChanged 578
		SP:Iteration 2F (139912.230000 sec): 3 clusters
  Score: Raw -999889.622406 + Penalty 4357.855111 = -995531.767295
  nChanged 558
		SP:Iteration 3F (139912.490000 sec): 3 clusters
  Score: Raw -1000598.824556 + Penalty 4357.855111 = -996240.969445
  nChanged 533
		SP:Iteration 4F (139912.770000 sec): 3 clusters
  Score: Raw -1001453.711522 + Penalty 4357.855111 = -997095.856411
  nChanged 502
		SP:Iteration 5F (139913.070000 sec): 3 clusters
  Score: Raw -1002097.764244 + Penalty 4357.855111 = -997739.909132
  nChanged 391
		SP:Iteration 6F (139913.250000 sec): 3 clusters
  Score: Raw -1002408.107939 + Penalty 4357.855111 = -998050.252828
  nChanged 245
		SP:Iteration 7Q (139913.490000 sec): 3 clusters
  Score: Raw -1002544.569891 + Penalty 4357.855111 = -998186.714780
  nChanged 146
		SP:Iteration 8Q (139913.720000 sec): 3 clusters
  Score: Raw -1002616.566394 + Penalty 4357.855111 = -998258.711283
  nChanged 104
		SP:Iteration 9Q (139913.950000 sec): 3 clusters
  Score: Raw -1002666.485877 + Penalty 4357.855111 = -998308.630766
  nChanged 90
		SP:Iteration 10Q (139914.170000 sec): 3 clusters
  Score: Raw -1002707.645954 + Penalty 4357.855111 = -998349.790843
  nChanged 68
		SP:Iteration 11Q (139914.350000 sec): 3 clusters
  Score: Raw -1002734.903274 + Penalty 4357.855111 = -998377.048163
  nChanged 55
		SP:Iteration 12Q (139914.590000 sec): 3 clusters
  Score: Raw -1002757.565530 + Penalty 4357.855111 = -998399.710419
  nChanged 52
		SP:Iteration 13Q (139914.810000 sec): 3 clusters
  Score: Raw -1002778.241940 + Penalty 4357.855111 = -998420.386829
  nChanged 41
		SP:Iteration 14Q (139915.030000 sec): 3 clusters
  Score: Raw -1002793.900883 + Penalty 4357.855111 = -998436.045772
  nChanged 37
		SP:Iteration 15Q (139915.320000 sec): 3 clusters
  Score: Raw -1002811.405233 + Penalty 4357.855111 = -998453.550121
  nChanged 27
		SP:Iteration 16Q (139915.550000 sec): 3 clusters
  Score: Raw -1002820.687141 + Penalty 4357.855111 = -998462.832030
  nChanged 23
		SP:Iteration 17Q (139915.790000 sec): 3 clusters
  Score: Raw -1002827.255558 + Penalty 4357.855111 = -998469.400446
  nChanged 14
		SP:Iteration 18Q (139916.010000 sec): 3 clusters
  Score: Raw -1002833.342468 + Penalty 4357.855111 = -998475.487357
  nChanged 20
		SP:Iteration 19Q (139916.210000 sec): 3 clusters
  Score: Raw -1002840.862998 + Penalty 4357.855111 = -998483.007887
  nChanged 20
		SP:Iteration 20F (139916.380000 sec): 3 clusters
  Score: Raw -1002851.260379 + Penalty 4357.855111 = -998493.405267
  nChanged 28
		SP:Iteration 21Q (139916.550000 sec): 3 clusters
  Score: Raw -1002862.648172 + Penalty 4357.855111 = -998504.793060
  nChanged 25
		SP:Iteration 22Q (139916.810000 sec): 3 clusters
  Score: Raw -1002874.793078 + Penalty 4357.855111 = -998516.937967
  nChanged 23
		SP:Iteration 23Q (139917.060000 sec): 3 clusters
  Score: Raw -1002881.062176 + Penalty 4357.855111 = -998523.207065
  nChanged 20
		SP:Iteration 24Q (139917.310000 sec): 3 clusters
  Score: Raw -1002889.794878 + Penalty 4357.855111 = -998531.939766
  nChanged 26
		SP:Iteration 25Q (139917.520000 sec): 3 clusters
  Score: Raw -1002899.639974 + Penalty 4357.855111 = -998541.784863
  nChanged 30
		SP:Iteration 26Q (139917.730000 sec): 3 clusters
  Score: Raw -1002910.724554 + Penalty 4357.855111 = -998552.869443
  nChanged 21
		SP:Iteration 27Q (139917.910000 sec): 3 clusters
  Score: Raw -1002916.284045 + Penalty 4357.855111 = -998558.428933
  nChanged 9
		SP:Iteration 28Q (139918.130000 sec): 3 clusters
  Score: Raw -1002919.076485 + Penalty 4357.855111 = -998561.221374
  nChanged 9
		SP:Iteration 29Q (139918.340000 sec): 3 clusters
  Score: Raw -1002921.969628 + Penalty 4357.855111 = -998564.114517
  nChanged 15
		SP:Iteration 30Q (139918.540000 sec): 3 clusters
  Score: Raw -1002926.503888 + Penalty 4357.855111 = -998568.648777
  nChanged 18
		SP:Iteration 31Q (139918.710000 sec): 3 clusters
  Score: Raw -1002930.850353 + Penalty 4357.855111 = -998572.995241
  nChanged 14
		SP:Iteration 32Q (139918.950000 sec): 3 clusters
  Score: Raw -1002934.592207 + Penalty 4357.855111 = -998576.737096
  nChanged 18
		SP:Iteration 33Q (139919.150000 sec): 3 clusters
  Score: Raw -1002939.835432 + Penalty 4357.855111 = -998581.980321
  nChanged 15
		SP:Iteration 34Q (139919.440000 sec): 3 clusters
  Score: Raw -1002945.077062 + Penalty 4357.855111 = -998587.221951
  nChanged 18
		SP:Iteration 35Q (139919.640000 sec): 3 clusters
  Score: Raw -1002951.269503 + Penalty 4357.855111 = -998593.414392
  nChanged 15
		SP:Iteration 36Q (139919.850000 sec): 3 clusters
  Score: Raw -1002957.246577 + Penalty 4357.855111 = -998599.391466
  nChanged 14
		SP:Iteration 37Q (139920.050000 sec): 3 clusters
  Score: Raw -1002961.336436 + Penalty 4357.855111 = -998603.481324
  nChanged 13
		SP:Iteration 38Q (139920.300000 sec): 3 clusters
  Score: Raw -1002965.384705 + Penalty 4357.855111 = -998607.529594
  nChanged 12
		SP:Iteration 39Q (139920.540000 sec): 3 clusters
  Score: Raw -1002968.995583 + Penalty 4357.855111 = -998611.140471
  nChanged 11
		SP:Iteration 40F (139920.750000 sec): 3 clusters
  Score: Raw -1002973.370899 + Penalty 4357.855111 = -998615.515788
  nChanged 14
		SP:Iteration 41Q (139921.000000 sec): 3 clusters
  Score: Raw -1002979.292672 + Penalty 4357.855111 = -998621.437561
  nChanged 14
		SP:Iteration 42Q (139921.140000 sec): 3 clusters
  Score: Raw -1002984.000345 + Penalty 4357.855111 = -998626.145234
  nChanged 11
		SP:Iteration 43Q (139921.360000 sec): 3 clusters
  Score: Raw -1002986.665690 + Penalty 4357.855111 = -998628.810579
  nChanged 9
		SP:Iteration 44Q (139921.570000 sec): 3 clusters
  Score: Raw -1002988.439911 + Penalty 4357.855111 = -998630.584799
  nChanged 6
		SP:Iteration 45Q (139921.740000 sec): 3 clusters
  Score: Raw -1002990.414243 + Penalty 4357.855111 = -998632.559132
  nChanged 7
		SP:Iteration 46Q (139921.960000 sec): 3 clusters
  Score: Raw -1002992.171571 + Penalty 4357.855111 = -998634.316459
  nChanged 5
		SP:Iteration 47Q (139922.190000 sec): 3 clusters
  Score: Raw -1002993.307591 + Penalty 4357.855111 = -998635.452480
  nChanged 5
		SP:Iteration 48Q (139922.390000 sec): 3 clusters
  Score: Raw -1002994.271310 + Penalty 4357.855111 = -998636.416199
  nChanged 2
		SP:Iteration 49Q (139922.570000 sec): 3 clusters
  Score: Raw -1002994.803285 + Penalty 4357.855111 = -998636.948174
  nChanged 2
		SP:Iteration 50Q (139922.800000 sec): 3 clusters
  Score: Raw -1002995.184722 + Penalty 4357.855111 = -998637.329610
  nChanged 1
		SP:Iteration 51Q (139923.070000 sec): 3 clusters
  Score: Raw -1002995.601288 + Penalty 4357.855111 = -998637.746177
  nChanged 4
		SP:Iteration 52Q (139923.380000 sec): 3 clusters
  Score: Raw -1002997.241852 + Penalty 4357.855111 = -998639.386741
  nChanged 4
		SP:Iteration 53Q (139923.540000 sec): 3 clusters
  Score: Raw -1002998.904199 + Penalty 4357.855111 = -998641.049088
  nChanged 3
		SP:Iteration 54Q (139923.770000 sec): 3 clusters
  Score: Raw -1002999.675861 + Penalty 4357.855111 = -998641.820750
  nChanged 5
		SP:Iteration 55Q (139923.960000 sec): 3 clusters
  Score: Raw -1003001.139751 + Penalty 4357.855111 = -998643.284640
  nChanged 4
		SP:Iteration 56Q (139924.130000 sec): 3 clusters
  Score: Raw -1003002.300115 + Penalty 4357.855111 = -998644.445003
  nChanged 3
		SP:Iteration 57Q (139924.360000 sec): 3 clusters
  Score: Raw -1003003.086343 + Penalty 4357.855111 = -998645.231231
  nChanged 5
		SP:Iteration 58Q (139924.560000 sec): 3 clusters
  Score: Raw -1003004.042279 + Penalty 4357.855111 = -998646.187167
  nChanged 4
		SP:Iteration 59Q (139924.760000 sec): 3 clusters
  Score: Raw -1003005.435268 + Penalty 4357.855111 = -998647.580157
  nChanged 5
		SP:Iteration 60F (139925.000000 sec): 3 clusters
  Score: Raw -1003006.661150 + Penalty 4357.855111 = -998648.806039
  nChanged 7
		SP:Iteration 61Q (139925.210000 sec): 3 clusters
  Score: Raw -1003008.559622 + Penalty 4357.855111 = -998650.704511
  nChanged 5
		SP:Iteration 62Q (139925.410000 sec): 3 clusters
  Score: Raw -1003009.627571 + Penalty 4357.855111 = -998651.772459
  nChanged 3
		SP:Iteration 63Q (139925.690000 sec): 3 clusters
  Score: Raw -1003010.093461 + Penalty 4357.855111 = -998652.238350
  nChanged 1
		SP:Iteration 64Q (139925.880000 sec): 3 clusters
  Score: Raw -1003010.453733 + Penalty 4357.855111 = -998652.598622
  nChanged 3
		SP:Iteration 65Q (139926.180000 sec): 3 clusters
  Score: Raw -1003011.808592 + Penalty 4357.855111 = -998653.953481
  nChanged 5
		SP:Iteration 66Q (139926.370000 sec): 3 clusters
  Score: Raw -1003013.311578 + Penalty 4357.855111 = -998655.456466
  nChanged 6
		SP:Iteration 67Q (139926.580000 sec): 3 clusters
  Score: Raw -1003014.244081 + Penalty 4357.855111 = -998656.388969
  nChanged 8
		SP:Iteration 68Q (139926.780000 sec): 3 clusters
  Score: Raw -1003016.434214 + Penalty 4357.855111 = -998658.579102
  nChanged 10
		SP:Iteration 69Q (139927.000000 sec): 3 clusters
  Score: Raw -1003019.608131 + Penalty 4357.855111 = -998661.753020
  nChanged 8
		SP:Iteration 70Q (139927.230000 sec): 3 clusters
  Score: Raw -1003021.618746 + Penalty 4357.855111 = -998663.763635
  nChanged 6
		SP:Iteration 71Q (139927.420000 sec): 3 clusters
  Score: Raw -1003023.224164 + Penalty 4357.855111 = -998665.369052
  nChanged 2
		SP:Iteration 72Q (139927.620000 sec): 3 clusters
  Score: Raw -1003023.809333 + Penalty 4357.855111 = -998665.954222
  nChanged 4
		SP:Iteration 73Q (139927.850000 sec): 3 clusters
  Score: Raw -1003025.797347 + Penalty 4357.855111 = -998667.942236
  nChanged 5
		SP:Iteration 74Q (139928.110000 sec): 3 clusters
  Score: Raw -1003027.301351 + Penalty 4357.855111 = -998669.446240
  nChanged 6
		SP:Iteration 75Q (139928.320000 sec): 3 clusters
  Score: Raw -1003029.440735 + Penalty 4357.855111 = -998671.585624
  nChanged 7
		SP:Iteration 76Q (139928.480000 sec): 3 clusters
  Score: Raw -1003031.391531 + Penalty 4357.855111 = -998673.536419
  nChanged 5
		SP:Iteration 77Q (139928.660000 sec): 3 clusters
  Score: Raw -1003032.822712 + Penalty 4357.855111 = -998674.967601
  nChanged 2
		SP:Iteration 78Q (139928.890000 sec): 3 clusters
  Score: Raw -1003033.075960 + Penalty 4357.855111 = -998675.220849
  nChanged 0
		SP:Iteration 79F (139929.090000 sec): 3 clusters
  Score: Raw -1003033.075960 + Penalty 4357.855111 = -998675.220849
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 25 (33314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139929.440000 sec): 2 clusters
  Score: Raw -5272414.378037 + Penalty 2582.605786 = -5269831.772251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139929.920000 sec): 3 clusters
  Score: Raw -5252229.319384 + Penalty 5165.211572 = -5247064.107812
  nChanged 15211
		SP:Iteration 1F (139930.360000 sec): 3 clusters
  Score: Raw -5260391.934137 + Penalty 5165.211572 = -5255226.722565
  nChanged 1486
		SP:Iteration 2Q (139930.810000 sec): 3 clusters
  Score: Raw -5260846.601064 + Penalty 5165.211572 = -5255681.389492
  nChanged 1302
		SP:Iteration 3Q (139931.270000 sec): 3 clusters
  Score: Raw -5261234.279653 + Penalty 5165.211572 = -5256069.068081
  nChanged 1248
		SP:Iteration 4Q (139931.720000 sec): 3 clusters
  Score: Raw -5261658.231923 + Penalty 5165.211572 = -5256493.020351
  nChanged 1306
		SP:Iteration 5Q (139932.170000 sec): 3 clusters
  Score: Raw -5262159.507933 + Penalty 5165.211572 = -5256994.296361
  nChanged 1414
		SP:Iteration 6Q (139932.570000 sec): 3 clusters
  Score: Raw -5262808.737342 + Penalty 5165.211572 = -5257643.525770
  nChanged 1650
		SP:Iteration 7Q (139933.010000 sec): 3 clusters
  Score: Raw -5263680.197857 + Penalty 5165.211572 = -5258514.986285
  nChanged 1908
		SP:Iteration 8F (139933.440000 sec): 3 clusters
  Score: Raw -5264837.303078 + Penalty 5165.211572 = -5259672.091506
  nChanged 2085
		SP:Iteration 9F (139933.800000 sec): 3 clusters
  Score: Raw -5266249.906474 + Penalty 5165.211572 = -5261084.694902
  nChanged 2148
		SP:Iteration 10F (139934.150000 sec): 3 clusters
  Score: Raw -5267917.731564 + Penalty 5165.211572 = -5262752.519992
  nChanged 1873
		SP:Iteration 11F (139934.500000 sec): 3 clusters
  Score: Raw -5269390.417413 + Penalty 5165.211572 = -5264225.205841
  nChanged 1335
		SP:Iteration 12Q (139934.910000 sec): 3 clusters
  Score: Raw -5270402.403783 + Penalty 5165.211572 = -5265237.192211
  nChanged 908
		SP:Iteration 13Q (139935.380000 sec): 3 clusters
  Score: Raw -5271107.139766 + Penalty 5165.211572 = -5265941.928194
  nChanged 599
		SP:Iteration 14Q (139935.840000 sec): 3 clusters
  Score: Raw -5271571.407301 + Penalty 5165.211572 = -5266406.195729
  nChanged 455
		SP:Iteration 15Q (139936.270000 sec): 3 clusters
  Score: Raw -5271898.622925 + Penalty 5165.211572 = -5266733.411353
  nChanged 294
		SP:Iteration 16Q (139936.650000 sec): 3 clusters
  Score: Raw -5272123.130849 + Penalty 5165.211572 = -5266957.919277
  nChanged 239
		SP:Iteration 17Q (139937.090000 sec): 3 clusters
  Score: Raw -5272316.643438 + Penalty 5165.211572 = -5267151.431866
  nChanged 158
		SP:Iteration 18Q (139937.500000 sec): 3 clusters
  Score: Raw -5272451.739729 + Penalty 5165.211572 = -5267286.528157
  nChanged 111
		SP:Iteration 19Q (139937.930000 sec): 3 clusters
  Score: Raw -5272553.191654 + Penalty 5165.211572 = -5267387.980082
  nChanged 79
		SP:Iteration 20F (139938.380000 sec): 3 clusters
  Score: Raw -5272622.683887 + Penalty 5165.211572 = -5267457.472315
  nChanged 72
		SP:Iteration 21Q (139938.830000 sec): 3 clusters
  Score: Raw -5272690.717040 + Penalty 5165.211572 = -5267525.505468
  nChanged 57
		SP:Iteration 22Q (139939.250000 sec): 3 clusters
  Score: Raw -5272749.171805 + Penalty 5165.211572 = -5267583.960233
  nChanged 37
		SP:Iteration 23Q (139939.720000 sec): 3 clusters
  Score: Raw -5272781.046507 + Penalty 5165.211572 = -5267615.834935
  nChanged 27
		SP:Iteration 24Q (139940.080000 sec): 3 clusters
  Score: Raw -5272801.223511 + Penalty 5165.211572 = -5267636.011939
  nChanged 23
		SP:Iteration 25Q (139940.470000 sec): 3 clusters
  Score: Raw -5272824.233841 + Penalty 5165.211572 = -5267659.022269
  nChanged 23
		SP:Iteration 26Q (139940.830000 sec): 3 clusters
  Score: Raw -5272844.920223 + Penalty 5165.211572 = -5267679.708651
  nChanged 15
		SP:Iteration 27Q (139941.270000 sec): 3 clusters
  Score: Raw -5272854.778356 + Penalty 5165.211572 = -5267689.566784
  nChanged 10
		SP:Iteration 28Q (139941.690000 sec): 3 clusters
  Score: Raw -5272863.224646 + Penalty 5165.211572 = -5267698.013074
  nChanged 8
		SP:Iteration 29Q (139942.080000 sec): 3 clusters
  Score: Raw -5272868.141495 + Penalty 5165.211572 = -5267702.929923
  nChanged 10
		SP:Iteration 30Q (139942.510000 sec): 3 clusters
  Score: Raw -5272875.652269 + Penalty 5165.211572 = -5267710.440697
  nChanged 13
		SP:Iteration 31Q (139942.930000 sec): 3 clusters
  Score: Raw -5272887.251413 + Penalty 5165.211572 = -5267722.039841
  nChanged 8
		SP:Iteration 32Q (139943.310000 sec): 3 clusters
  Score: Raw -5272892.302078 + Penalty 5165.211572 = -5267727.090506
  nChanged 6
		SP:Iteration 33Q (139943.720000 sec): 3 clusters
  Score: Raw -5272897.243578 + Penalty 5165.211572 = -5267732.032006
  nChanged 9
		SP:Iteration 34Q (139944.160000 sec): 3 clusters
  Score: Raw -5272902.478196 + Penalty 5165.211572 = -5267737.266624
  nChanged 3
		SP:Iteration 35Q (139944.600000 sec): 3 clusters
  Score: Raw -5272905.139798 + Penalty 5165.211572 = -5267739.928226
  nChanged 4
		SP:Iteration 36Q (139944.950000 sec): 3 clusters
  Score: Raw -5272908.413176 + Penalty 5165.211572 = -5267743.201604
  nChanged 1
		SP:Iteration 37Q (139945.350000 sec): 3 clusters
  Score: Raw -5272909.382377 + Penalty 5165.211572 = -5267744.170805
  nChanged 3
		SP:Iteration 38Q (139945.730000 sec): 3 clusters
  Score: Raw -5272910.835737 + Penalty 5165.211572 = -5267745.624165
  nChanged 3
		SP:Iteration 39Q (139946.100000 sec): 3 clusters
  Score: Raw -5272912.937959 + Penalty 5165.211572 = -5267747.726388
  nChanged 4
		SP:Iteration 40F (139946.550000 sec): 3 clusters
  Score: Raw -5272915.597775 + Penalty 5165.211572 = -5267750.386203
  nChanged 4
		SP:Iteration 41Q (139946.890000 sec): 3 clusters
  Score: Raw -5272918.362730 + Penalty 5165.211572 = -5267753.151158
  nChanged 3
		SP:Iteration 42Q (139947.340000 sec): 3 clusters
  Score: Raw -5272920.225285 + Penalty 5165.211572 = -5267755.013713
  nChanged 5
		SP:Iteration 43Q (139947.750000 sec): 3 clusters
  Score: Raw -5272923.742023 + Penalty 5165.211572 = -5267758.530451
  nChanged 1
		SP:Iteration 44Q (139948.110000 sec): 3 clusters
  Score: Raw -5272924.477526 + Penalty 5165.211572 = -5267759.265954
  nChanged 1
		SP:Iteration 45Q (139948.510000 sec): 3 clusters
  Score: Raw -5272924.954926 + Penalty 5165.211572 = -5267759.743354
  nChanged 0
		SP:Iteration 46F (139948.850000 sec): 3 clusters
  Score: Raw -5272924.954926 + Penalty 5165.211572 = -5267759.743354
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 26 (31175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139949.130000 sec): 2 clusters
  Score: Raw -5078467.305635 + Penalty 2566.148199 = -5075901.157436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139949.530000 sec): 3 clusters
  Score: Raw -5059617.695440 + Penalty 5132.296398 = -5054485.399041
  nChanged 14152
		SP:Iteration 1F (139950.020000 sec): 3 clusters
  Score: Raw -5067323.651398 + Penalty 5132.296398 = -5062191.355000
  nChanged 1546
		SP:Iteration 2Q (139950.550000 sec): 3 clusters
  Score: Raw -5067867.148589 + Penalty 5132.296398 = -5062734.852191
  nChanged 1481
		SP:Iteration 3Q (139950.960000 sec): 3 clusters
  Score: Raw -5068442.360051 + Penalty 5132.296398 = -5063310.063652
  nChanged 1627
		SP:Iteration 4F (139951.400000 sec): 3 clusters
  Score: Raw -5069219.136973 + Penalty 5132.296398 = -5064086.840575
  nChanged 1871
		SP:Iteration 5F (139951.830000 sec): 3 clusters
  Score: Raw -5070364.197670 + Penalty 5132.296398 = -5065231.901272
  nChanged 2200
		SP:Iteration 6F (139952.340000 sec): 3 clusters
  Score: Raw -5072017.774873 + Penalty 5132.296398 = -5066885.478474
  nChanged 2226
		SP:Iteration 7F (139952.750000 sec): 3 clusters
  Score: Raw -5073907.198328 + Penalty 5132.296398 = -5068774.901930
  nChanged 1985
		SP:Iteration 8F (139953.230000 sec): 3 clusters
  Score: Raw -5075635.682809 + Penalty 5132.296398 = -5070503.386411
  nChanged 1407
		SP:Iteration 9Q (139953.700000 sec): 3 clusters
  Score: Raw -5076887.681126 + Penalty 5132.296398 = -5071755.384727
  nChanged 931
		SP:Iteration 10Q (139954.150000 sec): 3 clusters
  Score: Raw -5077701.320990 + Penalty 5132.296398 = -5072569.024592
  nChanged 571
		SP:Iteration 11Q (139954.550000 sec): 3 clusters
  Score: Raw -5078211.687286 + Penalty 5132.296398 = -5073079.390888
  nChanged 296
		SP:Iteration 12Q (139954.990000 sec): 3 clusters
  Score: Raw -5078467.360589 + Penalty 5132.296398 = -5073335.064191
  nChanged 144
		SP:Iteration 13Q (139955.420000 sec): 3 clusters
  Score: Raw -5078594.565989 + Penalty 5132.296398 = -5073462.269591
  nChanged 92
		SP:Iteration 14Q (139955.770000 sec): 3 clusters
  Score: Raw -5078668.453875 + Penalty 5132.296398 = -5073536.157477
  nChanged 50
		SP:Iteration 15Q (139956.250000 sec): 3 clusters
  Score: Raw -5078711.040140 + Penalty 5132.296398 = -5073578.743742
  nChanged 41
		SP:Iteration 16Q (139956.690000 sec): 3 clusters
  Score: Raw -5078746.751335 + Penalty 5132.296398 = -5073614.454937
  nChanged 30
		SP:Iteration 17Q (139957.050000 sec): 3 clusters
  Score: Raw -5078778.698575 + Penalty 5132.296398 = -5073646.402177
  nChanged 23
		SP:Iteration 18Q (139957.450000 sec): 3 clusters
  Score: Raw -5078801.420663 + Penalty 5132.296398 = -5073669.124265
  nChanged 19
		SP:Iteration 19Q (139957.850000 sec): 3 clusters
  Score: Raw -5078816.220543 + Penalty 5132.296398 = -5073683.924145
  nChanged 13
		SP:Iteration 20F (139958.330000 sec): 3 clusters
  Score: Raw -5078829.927325 + Penalty 5132.296398 = -5073697.630927
  nChanged 16
		SP:Iteration 21Q (139958.730000 sec): 3 clusters
  Score: Raw -5078844.723561 + Penalty 5132.296398 = -5073712.427163
  nChanged 10
		SP:Iteration 22Q (139959.130000 sec): 3 clusters
  Score: Raw -5078852.473014 + Penalty 5132.296398 = -5073720.176616
  nChanged 5
		SP:Iteration 23Q (139959.530000 sec): 3 clusters
  Score: Raw -5078857.026670 + Penalty 5132.296398 = -5073724.730272
  nChanged 4
		SP:Iteration 24Q (139959.940000 sec): 3 clusters
  Score: Raw -5078860.498547 + Penalty 5132.296398 = -5073728.202149
  nChanged 4
		SP:Iteration 25Q (139960.330000 sec): 3 clusters
  Score: Raw -5078864.004503 + Penalty 5132.296398 = -5073731.708104
  nChanged 6
		SP:Iteration 26Q (139960.810000 sec): 3 clusters
  Score: Raw -5078869.766753 + Penalty 5132.296398 = -5073737.470355
  nChanged 7
		SP:Iteration 27Q (139961.210000 sec): 3 clusters
  Score: Raw -5078877.021909 + Penalty 5132.296398 = -5073744.725511
  nChanged 6
		SP:Iteration 28Q (139961.600000 sec): 3 clusters
  Score: Raw -5078882.400245 + Penalty 5132.296398 = -5073750.103846
  nChanged 3
		SP:Iteration 29Q (139962.010000 sec): 3 clusters
  Score: Raw -5078884.882341 + Penalty 5132.296398 = -5073752.585943
  nChanged 2
		SP:Iteration 30Q (139962.410000 sec): 3 clusters
  Score: Raw -5078886.682027 + Penalty 5132.296398 = -5073754.385629
  nChanged 4
		SP:Iteration 31Q (139962.810000 sec): 3 clusters
  Score: Raw -5078889.077769 + Penalty 5132.296398 = -5073756.781371
  nChanged 1
		SP:Iteration 32Q (139963.210000 sec): 3 clusters
  Score: Raw -5078889.548766 + Penalty 5132.296398 = -5073757.252367
  nChanged 0
		SP:Iteration 33F (139963.610000 sec): 3 clusters
  Score: Raw -5078889.548766 + Penalty 5132.296398 = -5073757.252367
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 27 (5826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139963.730000 sec): 2 clusters
  Score: Raw -929563.791782 + Penalty 2150.181313 = -927413.610469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139963.940000 sec): 3 clusters
  Score: Raw -926664.137936 + Penalty 4300.362625 = -922363.775311
  nChanged 2229
		SP:Iteration 1F (139964.140000 sec): 3 clusters
  Score: Raw -927826.299248 + Penalty 4300.362625 = -923525.936623
  nChanged 395
		SP:Iteration 2F (139964.330000 sec): 3 clusters
  Score: Raw -928032.750668 + Penalty 4300.362625 = -923732.388043
  nChanged 280
		SP:Iteration 3Q (139964.530000 sec): 3 clusters
  Score: Raw -928165.772869 + Penalty 4300.362625 = -923865.410244
  nChanged 221
		SP:Iteration 4Q (139964.720000 sec): 3 clusters
  Score: Raw -928263.862498 + Penalty 4300.362625 = -923963.499873
  nChanged 178
		SP:Iteration 5Q (139964.950000 sec): 3 clusters
  Score: Raw -928340.238291 + Penalty 4300.362625 = -924039.875666
  nChanged 142
		SP:Iteration 6Q (139965.150000 sec): 3 clusters
  Score: Raw -928407.175050 + Penalty 4300.362625 = -924106.812425
  nChanged 143
		SP:Iteration 7Q (139965.350000 sec): 3 clusters
  Score: Raw -928471.243469 + Penalty 4300.362625 = -924170.880844
  nChanged 142
		SP:Iteration 8Q (139965.550000 sec): 3 clusters
  Score: Raw -928546.336770 + Penalty 4300.362625 = -924245.974145
  nChanged 159
		SP:Iteration 9Q (139965.740000 sec): 3 clusters
  Score: Raw -928616.465918 + Penalty 4300.362625 = -924316.103293
  nChanged 138
		SP:Iteration 10Q (139965.940000 sec): 3 clusters
  Score: Raw -928676.262737 + Penalty 4300.362625 = -924375.900112
  nChanged 124
		SP:Iteration 11Q (139966.170000 sec): 3 clusters
  Score: Raw -928729.574135 + Penalty 4300.362625 = -924429.211510
  nChanged 145
		SP:Iteration 12Q (139966.330000 sec): 3 clusters
  Score: Raw -928802.969651 + Penalty 4300.362625 = -924502.607026
  nChanged 139
		SP:Iteration 13Q (139966.520000 sec): 3 clusters
  Score: Raw -928868.844530 + Penalty 4300.362625 = -924568.481905
  nChanged 140
		SP:Iteration 14Q (139966.720000 sec): 3 clusters
  Score: Raw -928933.124009 + Penalty 4300.362625 = -924632.761384
  nChanged 127
		SP:Iteration 15Q (139966.910000 sec): 3 clusters
  Score: Raw -928984.195390 + Penalty 4300.362625 = -924683.832765
  nChanged 117
		SP:Iteration 16Q (139967.110000 sec): 3 clusters
  Score: Raw -929028.801283 + Penalty 4300.362625 = -924728.438658
  nChanged 111
		SP:Iteration 17Q (139967.310000 sec): 3 clusters
  Score: Raw -929077.382203 + Penalty 4300.362625 = -924777.019578
  nChanged 95
		SP:Iteration 18Q (139967.500000 sec): 3 clusters
  Score: Raw -929117.060458 + Penalty 4300.362625 = -924816.697833
  nChanged 88
		SP:Iteration 19Q (139967.690000 sec): 3 clusters
  Score: Raw -929158.951749 + Penalty 4300.362625 = -924858.589124
  nChanged 91
		SP:Iteration 20F (139967.890000 sec): 3 clusters
  Score: Raw -929200.709356 + Penalty 4300.362625 = -924900.346731
  nChanged 85
		SP:Iteration 21Q (139968.090000 sec): 3 clusters
  Score: Raw -929236.809156 + Penalty 4300.362625 = -924936.446531
  nChanged 74
		SP:Iteration 22Q (139968.280000 sec): 3 clusters
  Score: Raw -929265.704273 + Penalty 4300.362625 = -924965.341648
  nChanged 73
		SP:Iteration 23Q (139968.480000 sec): 3 clusters
  Score: Raw -929293.463551 + Penalty 4300.362625 = -924993.100926
  nChanged 75
		SP:Iteration 24Q (139968.710000 sec): 3 clusters
  Score: Raw -929321.415080 + Penalty 4300.362625 = -925021.052455
  nChanged 53
		SP:Iteration 25Q (139968.850000 sec): 3 clusters
  Score: Raw -929342.115051 + Penalty 4300.362625 = -925041.752426
  nChanged 38
		SP:Iteration 26Q (139969.030000 sec): 3 clusters
  Score: Raw -929352.590608 + Penalty 4300.362625 = -925052.227983
  nChanged 27
		SP:Iteration 27Q (139969.230000 sec): 3 clusters
  Score: Raw -929361.356493 + Penalty 4300.362625 = -925060.993868
  nChanged 24
		SP:Iteration 28Q (139969.430000 sec): 3 clusters
  Score: Raw -929367.447783 + Penalty 4300.362625 = -925067.085158
  nChanged 19
		SP:Iteration 29Q (139969.620000 sec): 3 clusters
  Score: Raw -929372.210739 + Penalty 4300.362625 = -925071.848114
  nChanged 17
		SP:Iteration 30Q (139969.820000 sec): 3 clusters
  Score: Raw -929378.001429 + Penalty 4300.362625 = -925077.638804
  nChanged 23
		SP:Iteration 31Q (139970.050000 sec): 3 clusters
  Score: Raw -929387.682186 + Penalty 4300.362625 = -925087.319561
  nChanged 22
		SP:Iteration 32Q (139970.250000 sec): 3 clusters
  Score: Raw -929394.035530 + Penalty 4300.362625 = -925093.672905
  nChanged 20
		SP:Iteration 33Q (139970.450000 sec): 3 clusters
  Score: Raw -929399.208787 + Penalty 4300.362625 = -925098.846162
  nChanged 23
		SP:Iteration 34Q (139970.710000 sec): 3 clusters
  Score: Raw -929406.876024 + Penalty 4300.362625 = -925106.513399
  nChanged 26
		SP:Iteration 35Q (139970.910000 sec): 3 clusters
  Score: Raw -929414.785209 + Penalty 4300.362625 = -925114.422584
  nChanged 17
		SP:Iteration 36Q (139971.130000 sec): 3 clusters
  Score: Raw -929419.717718 + Penalty 4300.362625 = -925119.355093
  nChanged 21
		SP:Iteration 37Q (139971.350000 sec): 3 clusters
  Score: Raw -929426.623308 + Penalty 4300.362625 = -925126.260683
  nChanged 16
		SP:Iteration 38Q (139971.550000 sec): 3 clusters
  Score: Raw -929431.752224 + Penalty 4300.362625 = -925131.389599
  nChanged 18
		SP:Iteration 39Q (139971.840000 sec): 3 clusters
  Score: Raw -929437.608128 + Penalty 4300.362625 = -925137.245503
  nChanged 16
		SP:Iteration 40F (139972.030000 sec): 3 clusters
  Score: Raw -929441.393237 + Penalty 4300.362625 = -925141.030612
  nChanged 12
		SP:Iteration 41Q (139972.230000 sec): 3 clusters
  Score: Raw -929443.741487 + Penalty 4300.362625 = -925143.378862
  nChanged 5
		SP:Iteration 42Q (139972.420000 sec): 3 clusters
  Score: Raw -929445.329238 + Penalty 4300.362625 = -925144.966613
  nChanged 6
		SP:Iteration 43Q (139972.630000 sec): 3 clusters
  Score: Raw -929447.604994 + Penalty 4300.362625 = -925147.242369
  nChanged 10
		SP:Iteration 44Q (139972.790000 sec): 3 clusters
  Score: Raw -929449.988956 + Penalty 4300.362625 = -925149.626331
  nChanged 9
		SP:Iteration 45Q (139973.010000 sec): 3 clusters
  Score: Raw -929451.763641 + Penalty 4300.362625 = -925151.401016
  nChanged 7
		SP:Iteration 46Q (139973.230000 sec): 3 clusters
  Score: Raw -929452.902463 + Penalty 4300.362625 = -925152.539838
  nChanged 7
		SP:Iteration 47Q (139973.410000 sec): 3 clusters
  Score: Raw -929454.765707 + Penalty 4300.362625 = -925154.403082
  nChanged 10
		SP:Iteration 48Q (139973.580000 sec): 3 clusters
  Score: Raw -929457.219859 + Penalty 4300.362625 = -925156.857234
  nChanged 5
		SP:Iteration 49Q (139973.790000 sec): 3 clusters
  Score: Raw -929459.018255 + Penalty 4300.362625 = -925158.655630
  nChanged 13
		SP:Iteration 50Q (139974.010000 sec): 3 clusters
  Score: Raw -929463.237002 + Penalty 4300.362625 = -925162.874377
  nChanged 12
		SP:Iteration 51Q (139974.210000 sec): 3 clusters
  Score: Raw -929466.323975 + Penalty 4300.362625 = -925165.961350
  nChanged 7
		SP:Iteration 52Q (139974.390000 sec): 3 clusters
  Score: Raw -929467.742121 + Penalty 4300.362625 = -925167.379496
  nChanged 1
		SP:Iteration 53Q (139974.700000 sec): 3 clusters
  Score: Raw -929468.000726 + Penalty 4300.362625 = -925167.638101
  nChanged 1
		SP:Iteration 54Q (139974.950000 sec): 3 clusters
  Score: Raw -929468.096137 + Penalty 4300.362625 = -925167.733512
  nChanged 1
		SP:Iteration 55Q (139975.160000 sec): 3 clusters
  Score: Raw -929468.387780 + Penalty 4300.362625 = -925168.025155
  nChanged 4
		SP:Iteration 56Q (139975.370000 sec): 3 clusters
  Score: Raw -929469.255187 + Penalty 4300.362625 = -925168.892562
  nChanged 5
		SP:Iteration 57Q (139975.550000 sec): 3 clusters
  Score: Raw -929471.302077 + Penalty 4300.362625 = -925170.939452
  nChanged 8
		SP:Iteration 58Q (139975.730000 sec): 3 clusters
  Score: Raw -929473.401273 + Penalty 4300.362625 = -925173.038648
  nChanged 6
		SP:Iteration 59Q (139975.990000 sec): 3 clusters
  Score: Raw -929475.396451 + Penalty 4300.362625 = -925175.033826
  nChanged 8
		SP:Iteration 60F (139976.200000 sec): 3 clusters
  Score: Raw -929477.580421 + Penalty 4300.362625 = -925177.217796
  nChanged 10
		SP:Iteration 61Q (139976.440000 sec): 3 clusters
  Score: Raw -929481.102324 + Penalty 4300.362625 = -925180.739699
  nChanged 12
		SP:Iteration 62Q (139976.640000 sec): 3 clusters
  Score: Raw -929484.146082 + Penalty 4300.362625 = -925183.783457
  nChanged 12
		SP:Iteration 63Q (139976.890000 sec): 3 clusters
  Score: Raw -929487.081760 + Penalty 4300.362625 = -925186.719135
  nChanged 10
		SP:Iteration 64Q (139977.100000 sec): 3 clusters
  Score: Raw -929489.641467 + Penalty 4300.362625 = -925189.278842
  nChanged 5
		SP:Iteration 65Q (139977.290000 sec): 3 clusters
  Score: Raw -929490.609297 + Penalty 4300.362625 = -925190.246672
  nChanged 5
		SP:Iteration 66Q (139977.520000 sec): 3 clusters
  Score: Raw -929492.067384 + Penalty 4300.362625 = -925191.704759
  nChanged 5
		SP:Iteration 67Q (139977.740000 sec): 3 clusters
  Score: Raw -929493.639132 + Penalty 4300.362625 = -925193.276507
  nChanged 5
		SP:Iteration 68Q (139977.910000 sec): 3 clusters
  Score: Raw -929494.809089 + Penalty 4300.362625 = -925194.446464
  nChanged 2
		SP:Iteration 69Q (139978.140000 sec): 3 clusters
  Score: Raw -929495.145315 + Penalty 4300.362625 = -925194.782690
  nChanged 0
		SP:Iteration 70F (139978.320000 sec): 3 clusters
  Score: Raw -929495.145315 + Penalty 4300.362625 = -925194.782690
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 28 (4032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139978.470000 sec): 2 clusters
  Score: Raw -607231.954444 + Penalty 2058.900417 = -605173.054027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139978.680000 sec): 3 clusters
  Score: Raw -605342.382766 + Penalty 4117.800834 = -601224.581933
  nChanged 1520
		SP:Iteration 1F (139978.850000 sec): 3 clusters
  Score: Raw -606265.252407 + Penalty 4117.800834 = -602147.451573
  nChanged 311
		SP:Iteration 2F (139979.070000 sec): 3 clusters
  Score: Raw -606445.691934 + Penalty 4117.800834 = -602327.891101
  nChanged 181
		SP:Iteration 3Q (139979.300000 sec): 3 clusters
  Score: Raw -606540.243827 + Penalty 4117.800834 = -602422.442993
  nChanged 129
		SP:Iteration 4Q (139979.440000 sec): 3 clusters
  Score: Raw -606608.695122 + Penalty 4117.800834 = -602490.894289
  nChanged 102
		SP:Iteration 5Q (139979.660000 sec): 3 clusters
  Score: Raw -606660.010764 + Penalty 4117.800834 = -602542.209930
  nChanged 73
		SP:Iteration 6Q (139979.880000 sec): 3 clusters
  Score: Raw -606693.873884 + Penalty 4117.800834 = -602576.073050
  nChanged 63
		SP:Iteration 7Q (139980.060000 sec): 3 clusters
  Score: Raw -606720.771459 + Penalty 4117.800834 = -602602.970626
  nChanged 53
		SP:Iteration 8Q (139980.230000 sec): 3 clusters
  Score: Raw -606742.324210 + Penalty 4117.800834 = -602624.523376
  nChanged 46
		SP:Iteration 9Q (139980.440000 sec): 3 clusters
  Score: Raw -606763.311679 + Penalty 4117.800834 = -602645.510846
  nChanged 46
		SP:Iteration 10Q (139980.580000 sec): 3 clusters
  Score: Raw -606788.708765 + Penalty 4117.800834 = -602670.907931
  nChanged 50
		SP:Iteration 11Q (139980.770000 sec): 3 clusters
  Score: Raw -606808.612146 + Penalty 4117.800834 = -602690.811312
  nChanged 44
		SP:Iteration 12Q (139980.940000 sec): 3 clusters
  Score: Raw -606824.708360 + Penalty 4117.800834 = -602706.907526
  nChanged 35
		SP:Iteration 13Q (139981.160000 sec): 3 clusters
  Score: Raw -606841.863510 + Penalty 4117.800834 = -602724.062676
  nChanged 41
		SP:Iteration 14Q (139981.390000 sec): 3 clusters
  Score: Raw -606861.331382 + Penalty 4117.800834 = -602743.530548
  nChanged 42
		SP:Iteration 15Q (139981.600000 sec): 3 clusters
  Score: Raw -606877.217762 + Penalty 4117.800834 = -602759.416928
  nChanged 44
		SP:Iteration 16Q (139981.790000 sec): 3 clusters
  Score: Raw -606899.435673 + Penalty 4117.800834 = -602781.634839
  nChanged 54
		SP:Iteration 17Q (139981.950000 sec): 3 clusters
  Score: Raw -606925.457980 + Penalty 4117.800834 = -602807.657147
  nChanged 42
		SP:Iteration 18Q (139982.090000 sec): 3 clusters
  Score: Raw -606942.762183 + Penalty 4117.800834 = -602824.961349
  nChanged 40
		SP:Iteration 19Q (139982.230000 sec): 3 clusters
  Score: Raw -606958.809221 + Penalty 4117.800834 = -602841.008388
  nChanged 39
		SP:Iteration 20F (139982.430000 sec): 3 clusters
  Score: Raw -606977.724777 + Penalty 4117.800834 = -602859.923943
  nChanged 36
		SP:Iteration 21Q (139982.540000 sec): 3 clusters
  Score: Raw -606993.466201 + Penalty 4117.800834 = -602875.665367
  nChanged 41
		SP:Iteration 22Q (139982.740000 sec): 3 clusters
  Score: Raw -607009.521101 + Penalty 4117.800834 = -602891.720268
  nChanged 37
		SP:Iteration 23Q (139982.920000 sec): 3 clusters
  Score: Raw -607025.169932 + Penalty 4117.800834 = -602907.369099
  nChanged 30
		SP:Iteration 24Q (139983.170000 sec): 3 clusters
  Score: Raw -607037.506633 + Penalty 4117.800834 = -602919.705799
  nChanged 29
		SP:Iteration 25Q (139983.330000 sec): 3 clusters
  Score: Raw -607051.300400 + Penalty 4117.800834 = -602933.499567
  nChanged 39
		SP:Iteration 26Q (139983.580000 sec): 3 clusters
  Score: Raw -607067.578556 + Penalty 4117.800834 = -602949.777723
  nChanged 38
		SP:Iteration 27Q (139983.820000 sec): 3 clusters
  Score: Raw -607082.480612 + Penalty 4117.800834 = -602964.679778
  nChanged 24
		SP:Iteration 28Q (139983.970000 sec): 3 clusters
  Score: Raw -607091.606830 + Penalty 4117.800834 = -602973.805997
  nChanged 16
		SP:Iteration 29Q (139984.160000 sec): 3 clusters
  Score: Raw -607097.970651 + Penalty 4117.800834 = -602980.169818
  nChanged 28
		SP:Iteration 30Q (139984.290000 sec): 3 clusters
  Score: Raw -607109.112436 + Penalty 4117.800834 = -602991.311603
  nChanged 21
		SP:Iteration 31Q (139984.530000 sec): 3 clusters
  Score: Raw -607116.716565 + Penalty 4117.800834 = -602998.915731
  nChanged 25
		SP:Iteration 32Q (139984.690000 sec): 3 clusters
  Score: Raw -607126.850391 + Penalty 4117.800834 = -603009.049558
  nChanged 22
		SP:Iteration 33Q (139984.920000 sec): 3 clusters
  Score: Raw -607136.691567 + Penalty 4117.800834 = -603018.890733
  nChanged 25
		SP:Iteration 34Q (139985.040000 sec): 3 clusters
  Score: Raw -607149.028986 + Penalty 4117.800834 = -603031.228152
  nChanged 18
		SP:Iteration 35Q (139985.230000 sec): 3 clusters
  Score: Raw -607155.440994 + Penalty 4117.800834 = -603037.640161
  nChanged 21
		SP:Iteration 36Q (139985.390000 sec): 3 clusters
  Score: Raw -607163.916579 + Penalty 4117.800834 = -603046.115745
  nChanged 16
		SP:Iteration 37Q (139985.510000 sec): 3 clusters
  Score: Raw -607169.889829 + Penalty 4117.800834 = -603052.088996
  nChanged 12
		SP:Iteration 38Q (139985.770000 sec): 3 clusters
  Score: Raw -607176.711844 + Penalty 4117.800834 = -603058.911011
  nChanged 15
		SP:Iteration 39Q (139985.940000 sec): 3 clusters
  Score: Raw -607184.693700 + Penalty 4117.800834 = -603066.892866
  nChanged 17
		SP:Iteration 40F (139986.120000 sec): 3 clusters
  Score: Raw -607190.704030 + Penalty 4117.800834 = -603072.903196
  nChanged 11
		SP:Iteration 41Q (139986.300000 sec): 3 clusters
  Score: Raw -607195.120196 + Penalty 4117.800834 = -603077.319362
  nChanged 15
		SP:Iteration 42Q (139986.460000 sec): 3 clusters
  Score: Raw -607200.514373 + Penalty 4117.800834 = -603082.713539
  nChanged 15
		SP:Iteration 43Q (139986.690000 sec): 3 clusters
  Score: Raw -607208.312595 + Penalty 4117.800834 = -603090.511761
  nChanged 15
		SP:Iteration 44Q (139986.830000 sec): 3 clusters
  Score: Raw -607214.248918 + Penalty 4117.800834 = -603096.448085
  nChanged 13
		SP:Iteration 45Q (139986.990000 sec): 3 clusters
  Score: Raw -607218.270588 + Penalty 4117.800834 = -603100.469755
  nChanged 12
		SP:Iteration 46Q (139987.160000 sec): 3 clusters
  Score: Raw -607222.322089 + Penalty 4117.800834 = -603104.521255
  nChanged 10
		SP:Iteration 47Q (139987.410000 sec): 3 clusters
  Score: Raw -607225.583592 + Penalty 4117.800834 = -603107.782759
  nChanged 9
		SP:Iteration 48Q (139987.620000 sec): 3 clusters
  Score: Raw -607228.894017 + Penalty 4117.800834 = -603111.093183
  nChanged 7
		SP:Iteration 49Q (139987.850000 sec): 3 clusters
  Score: Raw -607232.157125 + Penalty 4117.800834 = -603114.356292
  nChanged 8
		SP:Iteration 50Q (139988.010000 sec): 3 clusters
  Score: Raw -607235.992526 + Penalty 4117.800834 = -603118.191693
  nChanged 7
		SP:Iteration 51Q (139988.130000 sec): 3 clusters
  Score: Raw -607239.090015 + Penalty 4117.800834 = -603121.289182
  nChanged 9
		SP:Iteration 52Q (139988.300000 sec): 3 clusters
  Score: Raw -607242.779897 + Penalty 4117.800834 = -603124.979064
  nChanged 6
		SP:Iteration 53Q (139988.490000 sec): 3 clusters
  Score: Raw -607244.999755 + Penalty 4117.800834 = -603127.198921
  nChanged 7
		SP:Iteration 54Q (139988.810000 sec): 3 clusters
  Score: Raw -607248.087528 + Penalty 4117.800834 = -603130.286694
  nChanged 8
		SP:Iteration 55Q (139989.010000 sec): 3 clusters
  Score: Raw -607252.087469 + Penalty 4117.800834 = -603134.286635
  nChanged 9
		SP:Iteration 56Q (139989.210000 sec): 3 clusters
  Score: Raw -607255.380680 + Penalty 4117.800834 = -603137.579846
  nChanged 6
		SP:Iteration 57Q (139989.430000 sec): 3 clusters
  Score: Raw -607257.670544 + Penalty 4117.800834 = -603139.869710
  nChanged 5
		SP:Iteration 58Q (139989.620000 sec): 3 clusters
  Score: Raw -607259.096712 + Penalty 4117.800834 = -603141.295878
  nChanged 4
		SP:Iteration 59Q (139989.790000 sec): 3 clusters
  Score: Raw -607260.410751 + Penalty 4117.800834 = -603142.609918
  nChanged 1
		SP:Iteration 60F (139989.950000 sec): 3 clusters
  Score: Raw -607260.654245 + Penalty 4117.800834 = -603142.853412
  nChanged 1
		SP:Iteration 61Q (139990.120000 sec): 3 clusters
  Score: Raw -607260.979340 + Penalty 4117.800834 = -603143.178506
  nChanged 2
		SP:Iteration 62Q (139990.330000 sec): 3 clusters
  Score: Raw -607262.056197 + Penalty 4117.800834 = -603144.255363
  nChanged 2
		SP:Iteration 63Q (139990.550000 sec): 3 clusters
  Score: Raw -607262.546131 + Penalty 4117.800834 = -603144.745298
  nChanged 5
		SP:Iteration 64Q (139990.750000 sec): 3 clusters
  Score: Raw -607264.253782 + Penalty 4117.800834 = -603146.452949
  nChanged 3
		SP:Iteration 65Q (139990.960000 sec): 3 clusters
  Score: Raw -607265.707111 + Penalty 4117.800834 = -603147.906277
  nChanged 2
		SP:Iteration 66Q (139991.170000 sec): 3 clusters
  Score: Raw -607266.483643 + Penalty 4117.800834 = -603148.682809
  nChanged 6
		SP:Iteration 67Q (139991.380000 sec): 3 clusters
  Score: Raw -607268.166000 + Penalty 4117.800834 = -603150.365167
  nChanged 3
		SP:Iteration 68Q (139991.580000 sec): 3 clusters
  Score: Raw -607268.740447 + Penalty 4117.800834 = -603150.939614
  nChanged 4
		SP:Iteration 69Q (139991.770000 sec): 3 clusters
  Score: Raw -607269.984204 + Penalty 4117.800834 = -603152.183370
  nChanged 2
		SP:Iteration 70Q (139991.950000 sec): 3 clusters
  Score: Raw -607270.613770 + Penalty 4117.800834 = -603152.812936
  nChanged 2
		SP:Iteration 71Q (139992.140000 sec): 3 clusters
  Score: Raw -607271.153770 + Penalty 4117.800834 = -603153.352936
  nChanged 0
		SP:Iteration 72F (139992.330000 sec): 3 clusters
  Score: Raw -607271.153770 + Penalty 4117.800834 = -603153.352936
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 29 (11692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139992.540000 sec): 2 clusters
  Score: Raw -1732110.200650 + Penalty 2322.931711 = -1729787.268938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139992.820000 sec): 3 clusters
  Score: Raw -1725667.341021 + Penalty 4645.863423 = -1721021.477598
  nChanged 5003
		SP:Iteration 1F (139993.030000 sec): 3 clusters
  Score: Raw -1728494.898664 + Penalty 4645.863423 = -1723849.035242
  nChanged 862
		SP:Iteration 2F (139993.330000 sec): 3 clusters
  Score: Raw -1729056.195874 + Penalty 4645.863423 = -1724410.332451
  nChanged 807
		SP:Iteration 3F (139993.640000 sec): 3 clusters
  Score: Raw -1729647.353942 + Penalty 4645.863423 = -1725001.490519
  nChanged 751
		SP:Iteration 4F (139993.900000 sec): 3 clusters
  Score: Raw -1730243.733498 + Penalty 4645.863423 = -1725597.870076
  nChanged 727
		SP:Iteration 5F (139994.110000 sec): 3 clusters
  Score: Raw -1730812.410995 + Penalty 4645.863423 = -1726166.547572
  nChanged 655
		SP:Iteration 6F (139994.420000 sec): 3 clusters
  Score: Raw -1731321.833637 + Penalty 4645.863423 = -1726675.970214
  nChanged 542
		SP:Iteration 7Q (139994.730000 sec): 3 clusters
  Score: Raw -1731741.963330 + Penalty 4645.863423 = -1727096.099907
  nChanged 454
		SP:Iteration 8Q (139995.040000 sec): 3 clusters
  Score: Raw -1732078.191468 + Penalty 4645.863423 = -1727432.328046
  nChanged 373
		SP:Iteration 9Q (139995.320000 sec): 3 clusters
  Score: Raw -1732354.954970 + Penalty 4645.863423 = -1727709.091547
  nChanged 320
		SP:Iteration 10Q (139995.610000 sec): 3 clusters
  Score: Raw -1732600.723594 + Penalty 4645.863423 = -1727954.860171
  nChanged 285
		SP:Iteration 11Q (139995.910000 sec): 3 clusters
  Score: Raw -1732815.250866 + Penalty 4645.863423 = -1728169.387443
  nChanged 204
		SP:Iteration 12Q (139996.130000 sec): 3 clusters
  Score: Raw -1732958.245330 + Penalty 4645.863423 = -1728312.381907
  nChanged 158
		SP:Iteration 13Q (139996.440000 sec): 3 clusters
  Score: Raw -1733058.432885 + Penalty 4645.863423 = -1728412.569462
  nChanged 127
		SP:Iteration 14Q (139996.660000 sec): 3 clusters
  Score: Raw -1733120.225607 + Penalty 4645.863423 = -1728474.362184
  nChanged 100
		SP:Iteration 15Q (139996.840000 sec): 3 clusters
  Score: Raw -1733169.545021 + Penalty 4645.863423 = -1728523.681598
  nChanged 80
		SP:Iteration 16Q (139997.120000 sec): 3 clusters
  Score: Raw -1733203.524588 + Penalty 4645.863423 = -1728557.661165
  nChanged 77
		SP:Iteration 17Q (139997.350000 sec): 3 clusters
  Score: Raw -1733236.559303 + Penalty 4645.863423 = -1728590.695880
  nChanged 66
		SP:Iteration 18Q (139997.600000 sec): 3 clusters
  Score: Raw -1733261.324193 + Penalty 4645.863423 = -1728615.460770
  nChanged 40
		SP:Iteration 19Q (139997.880000 sec): 3 clusters
  Score: Raw -1733278.558947 + Penalty 4645.863423 = -1728632.695524
  nChanged 36
		SP:Iteration 20F (139998.130000 sec): 3 clusters
  Score: Raw -1733297.319710 + Penalty 4645.863423 = -1728651.456288
  nChanged 40
		SP:Iteration 21Q (139998.370000 sec): 3 clusters
  Score: Raw -1733312.303466 + Penalty 4645.863423 = -1728666.440044
  nChanged 43
		SP:Iteration 22Q (139998.610000 sec): 3 clusters
  Score: Raw -1733331.928414 + Penalty 4645.863423 = -1728686.064991
  nChanged 32
		SP:Iteration 23Q (139998.850000 sec): 3 clusters
  Score: Raw -1733343.682380 + Penalty 4645.863423 = -1728697.818957
  nChanged 28
		SP:Iteration 24Q (139999.100000 sec): 3 clusters
  Score: Raw -1733353.482807 + Penalty 4645.863423 = -1728707.619385
  nChanged 13
		SP:Iteration 25Q (139999.360000 sec): 3 clusters
  Score: Raw -1733357.811195 + Penalty 4645.863423 = -1728711.947773
  nChanged 15
		SP:Iteration 26Q (139999.470000 sec): 3 clusters
  Score: Raw -1733361.669083 + Penalty 4645.863423 = -1728715.805661
  nChanged 11
		SP:Iteration 27Q (139999.750000 sec): 3 clusters
  Score: Raw -1733366.357843 + Penalty 4645.863423 = -1728720.494420
  nChanged 13
		SP:Iteration 28Q (139999.990000 sec): 3 clusters
  Score: Raw -1733370.410565 + Penalty 4645.863423 = -1728724.547143
  nChanged 10
		SP:Iteration 29Q (140000.200000 sec): 3 clusters
  Score: Raw -1733373.968277 + Penalty 4645.863423 = -1728728.104854
  nChanged 5
		SP:Iteration 30Q (140000.460000 sec): 3 clusters
  Score: Raw -1733375.438397 + Penalty 4645.863423 = -1728729.574974
  nChanged 10
		SP:Iteration 31Q (140000.720000 sec): 3 clusters
  Score: Raw -1733378.501188 + Penalty 4645.863423 = -1728732.637765
  nChanged 7
		SP:Iteration 32Q (140000.950000 sec): 3 clusters
  Score: Raw -1733380.286462 + Penalty 4645.863423 = -1728734.423039
  nChanged 4
		SP:Iteration 33Q (140001.160000 sec): 3 clusters
  Score: Raw -1733381.451140 + Penalty 4645.863423 = -1728735.587717
  nChanged 3
		SP:Iteration 34Q (140001.400000 sec): 3 clusters
  Score: Raw -1733382.626886 + Penalty 4645.863423 = -1728736.763463
  nChanged 5
		SP:Iteration 35Q (140001.620000 sec): 3 clusters
  Score: Raw -1733383.979319 + Penalty 4645.863423 = -1728738.115896
  nChanged 6
		SP:Iteration 36Q (140001.840000 sec): 3 clusters
  Score: Raw -1733387.246973 + Penalty 4645.863423 = -1728741.383551
  nChanged 8
		SP:Iteration 37Q (140002.060000 sec): 3 clusters
  Score: Raw -1733389.918151 + Penalty 4645.863423 = -1728744.054728
  nChanged 9
		SP:Iteration 38Q (140002.330000 sec): 3 clusters
  Score: Raw -1733393.713273 + Penalty 4645.863423 = -1728747.849850
  nChanged 9
		SP:Iteration 39Q (140002.560000 sec): 3 clusters
  Score: Raw -1733397.219906 + Penalty 4645.863423 = -1728751.356483
  nChanged 8
		SP:Iteration 40F (140002.820000 sec): 3 clusters
  Score: Raw -1733399.219098 + Penalty 4645.863423 = -1728753.355675
  nChanged 6
		SP:Iteration 41Q (140003.060000 sec): 3 clusters
  Score: Raw -1733400.816272 + Penalty 4645.863423 = -1728754.952850
  nChanged 6
		SP:Iteration 42Q (140003.360000 sec): 3 clusters
  Score: Raw -1733403.279621 + Penalty 4645.863423 = -1728757.416198
  nChanged 5
		SP:Iteration 43Q (140003.670000 sec): 3 clusters
  Score: Raw -1733404.882392 + Penalty 4645.863423 = -1728759.018969
  nChanged 6
		SP:Iteration 44Q (140003.880000 sec): 3 clusters
  Score: Raw -1733406.907563 + Penalty 4645.863423 = -1728761.044140
  nChanged 5
		SP:Iteration 45Q (140004.170000 sec): 3 clusters
  Score: Raw -1733408.918384 + Penalty 4645.863423 = -1728763.054961
  nChanged 5
		SP:Iteration 46Q (140004.370000 sec): 3 clusters
  Score: Raw -1733410.286228 + Penalty 4645.863423 = -1728764.422805
  nChanged 1
		SP:Iteration 47Q (140004.660000 sec): 3 clusters
  Score: Raw -1733410.389947 + Penalty 4645.863423 = -1728764.526525
  nChanged 1
		SP:Iteration 48Q (140004.900000 sec): 3 clusters
  Score: Raw -1733410.913275 + Penalty 4645.863423 = -1728765.049852
  nChanged 4
		SP:Iteration 49Q (140005.160000 sec): 3 clusters
  Score: Raw -1733412.044055 + Penalty 4645.863423 = -1728766.180632
  nChanged 1
		SP:Iteration 50Q (140005.460000 sec): 3 clusters
  Score: Raw -1733412.414617 + Penalty 4645.863423 = -1728766.551194
  nChanged 2
		SP:Iteration 51Q (140005.710000 sec): 3 clusters
  Score: Raw -1733412.759254 + Penalty 4645.863423 = -1728766.895831
  nChanged 2
		SP:Iteration 52Q (140005.930000 sec): 3 clusters
  Score: Raw -1733413.612376 + Penalty 4645.863423 = -1728767.748953
  nChanged 1
		SP:Iteration 53Q (140006.210000 sec): 3 clusters
  Score: Raw -1733414.405252 + Penalty 4645.863423 = -1728768.541830
  nChanged 2
		SP:Iteration 54Q (140006.430000 sec): 3 clusters
  Score: Raw -1733414.869953 + Penalty 4645.863423 = -1728769.006530
  nChanged 2
		SP:Iteration 55Q (140006.670000 sec): 3 clusters
  Score: Raw -1733415.519180 + Penalty 4645.863423 = -1728769.655757
  nChanged 3
		SP:Iteration 56Q (140006.880000 sec): 3 clusters
  Score: Raw -1733416.569188 + Penalty 4645.863423 = -1728770.705765
  nChanged 2
		SP:Iteration 57Q (140007.150000 sec): 3 clusters
  Score: Raw -1733417.186780 + Penalty 4645.863423 = -1728771.323357
  nChanged 1
		SP:Iteration 58Q (140007.360000 sec): 3 clusters
  Score: Raw -1733417.555189 + Penalty 4645.863423 = -1728771.691767
  nChanged 0
		SP:Iteration 59F (140007.580000 sec): 3 clusters
  Score: Raw -1733417.555189 + Penalty 4645.863423 = -1728771.691767
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 30 (4541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140007.700000 sec): 2 clusters
  Score: Raw -702538.661332 + Penalty 2088.383828 = -700450.277504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140007.900000 sec): 3 clusters
  Score: Raw -700447.625118 + Penalty 4176.767655 = -696270.857462
  nChanged 1722
		SP:Iteration 1F (140008.060000 sec): 3 clusters
  Score: Raw -701535.839282 + Penalty 4176.767655 = -697359.071627
  nChanged 371
		SP:Iteration 2F (140008.240000 sec): 3 clusters
  Score: Raw -701787.979179 + Penalty 4176.767655 = -697611.211523
  nChanged 249
		SP:Iteration 3F (140008.440000 sec): 3 clusters
  Score: Raw -701982.455381 + Penalty 4176.767655 = -697805.687725
  nChanged 195
		SP:Iteration 4Q (140008.610000 sec): 3 clusters
  Score: Raw -702131.448124 + Penalty 4176.767655 = -697954.680468
  nChanged 167
		SP:Iteration 5Q (140008.790000 sec): 3 clusters
  Score: Raw -702251.310533 + Penalty 4176.767655 = -698074.542878
  nChanged 144
		SP:Iteration 6Q (140008.980000 sec): 3 clusters
  Score: Raw -702345.419130 + Penalty 4176.767655 = -698168.651474
  nChanged 140
		SP:Iteration 7Q (140009.240000 sec): 3 clusters
  Score: Raw -702424.997067 + Penalty 4176.767655 = -698248.229412
  nChanged 102
		SP:Iteration 8Q (140009.390000 sec): 3 clusters
  Score: Raw -702488.759529 + Penalty 4176.767655 = -698311.991873
  nChanged 99
		SP:Iteration 9Q (140009.640000 sec): 3 clusters
  Score: Raw -702538.933369 + Penalty 4176.767655 = -698362.165714
  nChanged 85
		SP:Iteration 10Q (140009.830000 sec): 3 clusters
  Score: Raw -702586.461299 + Penalty 4176.767655 = -698409.693643
  nChanged 72
		SP:Iteration 11Q (140010.010000 sec): 3 clusters
  Score: Raw -702625.653578 + Penalty 4176.767655 = -698448.885923
  nChanged 67
		SP:Iteration 12Q (140010.280000 sec): 3 clusters
  Score: Raw -702670.025273 + Penalty 4176.767655 = -698493.257618
  nChanged 72
		SP:Iteration 13Q (140010.460000 sec): 3 clusters
  Score: Raw -702715.119106 + Penalty 4176.767655 = -698538.351451
  nChanged 69
		SP:Iteration 14Q (140010.690000 sec): 3 clusters
  Score: Raw -702763.495989 + Penalty 4176.767655 = -698586.728334
  nChanged 66
		SP:Iteration 15Q (140010.840000 sec): 3 clusters
  Score: Raw -702809.903836 + Penalty 4176.767655 = -698633.136181
  nChanged 73
		SP:Iteration 16Q (140011.010000 sec): 3 clusters
  Score: Raw -702847.978469 + Penalty 4176.767655 = -698671.210814
  nChanged 61
		SP:Iteration 17Q (140011.230000 sec): 3 clusters
  Score: Raw -702882.234986 + Penalty 4176.767655 = -698705.467331
  nChanged 58
		SP:Iteration 18Q (140011.400000 sec): 3 clusters
  Score: Raw -702918.064277 + Penalty 4176.767655 = -698741.296621
  nChanged 66
		SP:Iteration 19Q (140011.600000 sec): 3 clusters
  Score: Raw -702947.594850 + Penalty 4176.767655 = -698770.827195
  nChanged 53
		SP:Iteration 20F (140011.770000 sec): 3 clusters
  Score: Raw -702977.354650 + Penalty 4176.767655 = -698800.586994
  nChanged 50
		SP:Iteration 21Q (140012.040000 sec): 3 clusters
  Score: Raw -702999.573801 + Penalty 4176.767655 = -698822.806145
  nChanged 54
		SP:Iteration 22Q (140012.230000 sec): 3 clusters
  Score: Raw -703020.858608 + Penalty 4176.767655 = -698844.090952
  nChanged 53
		SP:Iteration 23Q (140012.420000 sec): 3 clusters
  Score: Raw -703045.905116 + Penalty 4176.767655 = -698869.137461
  nChanged 50
		SP:Iteration 24Q (140012.630000 sec): 3 clusters
  Score: Raw -703067.972385 + Penalty 4176.767655 = -698891.204730
  nChanged 50
		SP:Iteration 25Q (140012.810000 sec): 3 clusters
  Score: Raw -703088.318432 + Penalty 4176.767655 = -698911.550776
  nChanged 58
		SP:Iteration 26Q (140013.040000 sec): 3 clusters
  Score: Raw -703116.330041 + Penalty 4176.767655 = -698939.562385
  nChanged 58
		SP:Iteration 27Q (140013.260000 sec): 3 clusters
  Score: Raw -703141.988007 + Penalty 4176.767655 = -698965.220351
  nChanged 63
		SP:Iteration 28Q (140013.470000 sec): 3 clusters
  Score: Raw -703174.566767 + Penalty 4176.767655 = -698997.799112
  nChanged 68
		SP:Iteration 29Q (140013.690000 sec): 3 clusters
  Score: Raw -703213.499135 + Penalty 4176.767655 = -699036.731479
  nChanged 67
		SP:Iteration 30Q (140013.880000 sec): 3 clusters
  Score: Raw -703245.102792 + Penalty 4176.767655 = -699068.335136
  nChanged 52
		SP:Iteration 31Q (140014.080000 sec): 3 clusters
  Score: Raw -703269.559913 + Penalty 4176.767655 = -699092.792257
  nChanged 52
		SP:Iteration 32Q (140014.350000 sec): 3 clusters
  Score: Raw -703296.378114 + Penalty 4176.767655 = -699119.610459
  nChanged 46
		SP:Iteration 33Q (140014.540000 sec): 3 clusters
  Score: Raw -703317.063892 + Penalty 4176.767655 = -699140.296237
  nChanged 36
		SP:Iteration 34Q (140014.670000 sec): 3 clusters
  Score: Raw -703332.542560 + Penalty 4176.767655 = -699155.774904
  nChanged 37
		SP:Iteration 35Q (140014.870000 sec): 3 clusters
  Score: Raw -703348.889755 + Penalty 4176.767655 = -699172.122100
  nChanged 45
		SP:Iteration 36Q (140015.050000 sec): 3 clusters
  Score: Raw -703368.828453 + Penalty 4176.767655 = -699192.060797
  nChanged 36
		SP:Iteration 37Q (140015.200000 sec): 3 clusters
  Score: Raw -703384.519326 + Penalty 4176.767655 = -699207.751671
  nChanged 22
		SP:Iteration 38Q (140015.450000 sec): 3 clusters
  Score: Raw -703392.741317 + Penalty 4176.767655 = -699215.973662
  nChanged 20
		SP:Iteration 39Q (140015.690000 sec): 3 clusters
  Score: Raw -703400.469493 + Penalty 4176.767655 = -699223.701837
  nChanged 22
		SP:Iteration 40F (140015.870000 sec): 3 clusters
  Score: Raw -703409.933926 + Penalty 4176.767655 = -699233.166270
  nChanged 14
		SP:Iteration 41Q (140016.120000 sec): 3 clusters
  Score: Raw -703415.006651 + Penalty 4176.767655 = -699238.238995
  nChanged 11
		SP:Iteration 42Q (140016.310000 sec): 3 clusters
  Score: Raw -703417.097719 + Penalty 4176.767655 = -699240.330063
  nChanged 6
		SP:Iteration 43Q (140016.520000 sec): 3 clusters
  Score: Raw -703418.437764 + Penalty 4176.767655 = -699241.670109
  nChanged 2
		SP:Iteration 44Q (140016.740000 sec): 3 clusters
  Score: Raw -703418.924171 + Penalty 4176.767655 = -699242.156516
  nChanged 2
		SP:Iteration 45Q (140016.920000 sec): 3 clusters
  Score: Raw -703419.572157 + Penalty 4176.767655 = -699242.804501
  nChanged 2
		SP:Iteration 46Q (140017.130000 sec): 3 clusters
  Score: Raw -703420.517996 + Penalty 4176.767655 = -699243.750341
  nChanged 4
		SP:Iteration 47Q (140017.350000 sec): 3 clusters
  Score: Raw -703422.045998 + Penalty 4176.767655 = -699245.278343
  nChanged 4
		SP:Iteration 48Q (140017.510000 sec): 3 clusters
  Score: Raw -703424.560943 + Penalty 4176.767655 = -699247.793288
  nChanged 5
		SP:Iteration 49Q (140017.710000 sec): 3 clusters
  Score: Raw -703427.013467 + Penalty 4176.767655 = -699250.245811
  nChanged 4
		SP:Iteration 50Q (140017.910000 sec): 3 clusters
  Score: Raw -703428.018013 + Penalty 4176.767655 = -699251.250357
  nChanged 4
		SP:Iteration 51Q (140018.170000 sec): 3 clusters
  Score: Raw -703429.910960 + Penalty 4176.767655 = -699253.143304
  nChanged 5
		SP:Iteration 52Q (140018.360000 sec): 3 clusters
  Score: Raw -703431.432080 + Penalty 4176.767655 = -699254.664424
  nChanged 2
		SP:Iteration 53Q (140018.570000 sec): 3 clusters
  Score: Raw -703432.377078 + Penalty 4176.767655 = -699255.609422
  nChanged 2
		SP:Iteration 54Q (140018.760000 sec): 3 clusters
  Score: Raw -703432.942291 + Penalty 4176.767655 = -699256.174635
  nChanged 0
		SP:Iteration 55F (140018.940000 sec): 3 clusters
  Score: Raw -703432.942291 + Penalty 4176.767655 = -699256.174635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 31 (6972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140019.090000 sec): 2 clusters
  Score: Raw -1066242.282668 + Penalty 2194.715037 = -1064047.567631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140019.390000 sec): 3 clusters
  Score: Raw -1062655.467108 + Penalty 4389.430074 = -1058266.037035
  nChanged 2764
		SP:Iteration 1F (140019.710000 sec): 3 clusters
  Score: Raw -1064197.618417 + Penalty 4389.430074 = -1059808.188343
  nChanged 526
		SP:Iteration 2F (140019.960000 sec): 3 clusters
  Score: Raw -1064547.589824 + Penalty 4389.430074 = -1060158.159750
  nChanged 437
		SP:Iteration 3F (140020.220000 sec): 3 clusters
  Score: Raw -1064855.161304 + Penalty 4389.430074 = -1060465.731231
  nChanged 427
		SP:Iteration 4F (140020.460000 sec): 3 clusters
  Score: Raw -1065151.813957 + Penalty 4389.430074 = -1060762.383883
  nChanged 349
		SP:Iteration 5F (140020.690000 sec): 3 clusters
  Score: Raw -1065384.879252 + Penalty 4389.430074 = -1060995.449178
  nChanged 325
		SP:Iteration 6Q (140020.880000 sec): 3 clusters
  Score: Raw -1065604.981693 + Penalty 4389.430074 = -1061215.551619
  nChanged 308
		SP:Iteration 7Q (140021.090000 sec): 3 clusters
  Score: Raw -1065794.916222 + Penalty 4389.430074 = -1061405.486149
  nChanged 258
		SP:Iteration 8Q (140021.280000 sec): 3 clusters
  Score: Raw -1065940.027670 + Penalty 4389.430074 = -1061550.597596
  nChanged 214
		SP:Iteration 9Q (140021.520000 sec): 3 clusters
  Score: Raw -1066053.150516 + Penalty 4389.430074 = -1061663.720442
  nChanged 171
		SP:Iteration 10Q (140021.780000 sec): 3 clusters
  Score: Raw -1066132.701979 + Penalty 4389.430074 = -1061743.271906
  nChanged 140
		SP:Iteration 11Q (140022.010000 sec): 3 clusters
  Score: Raw -1066189.017220 + Penalty 4389.430074 = -1061799.587147
  nChanged 98
		SP:Iteration 12Q (140022.230000 sec): 3 clusters
  Score: Raw -1066225.877535 + Penalty 4389.430074 = -1061836.447461
  nChanged 91
		SP:Iteration 13Q (140022.520000 sec): 3 clusters
  Score: Raw -1066259.784322 + Penalty 4389.430074 = -1061870.354248
  nChanged 76
		SP:Iteration 14Q (140022.790000 sec): 3 clusters
  Score: Raw -1066284.623959 + Penalty 4389.430074 = -1061895.193885
  nChanged 60
		SP:Iteration 15Q (140023.030000 sec): 3 clusters
  Score: Raw -1066301.816757 + Penalty 4389.430074 = -1061912.386683
  nChanged 50
		SP:Iteration 16Q (140023.310000 sec): 3 clusters
  Score: Raw -1066316.758506 + Penalty 4389.430074 = -1061927.328433
  nChanged 46
		SP:Iteration 17Q (140023.540000 sec): 3 clusters
  Score: Raw -1066330.313528 + Penalty 4389.430074 = -1061940.883455
  nChanged 45
		SP:Iteration 18Q (140023.750000 sec): 3 clusters
  Score: Raw -1066344.542275 + Penalty 4389.430074 = -1061955.112201
  nChanged 38
		SP:Iteration 19Q (140023.980000 sec): 3 clusters
  Score: Raw -1066355.682934 + Penalty 4389.430074 = -1061966.252861
  nChanged 24
		SP:Iteration 20F (140024.180000 sec): 3 clusters
  Score: Raw -1066361.318664 + Penalty 4389.430074 = -1061971.888590
  nChanged 16
		SP:Iteration 21Q (140024.440000 sec): 3 clusters
  Score: Raw -1066365.251933 + Penalty 4389.430074 = -1061975.821860
  nChanged 22
		SP:Iteration 22Q (140024.700000 sec): 3 clusters
  Score: Raw -1066369.409202 + Penalty 4389.430074 = -1061979.979129
  nChanged 11
		SP:Iteration 23Q (140024.980000 sec): 3 clusters
  Score: Raw -1066372.038415 + Penalty 4389.430074 = -1061982.608342
  nChanged 8
		SP:Iteration 24Q (140025.240000 sec): 3 clusters
  Score: Raw -1066374.063629 + Penalty 4389.430074 = -1061984.633556
  nChanged 11
		SP:Iteration 25Q (140025.470000 sec): 3 clusters
  Score: Raw -1066376.884953 + Penalty 4389.430074 = -1061987.454879
  nChanged 9
		SP:Iteration 26Q (140025.680000 sec): 3 clusters
  Score: Raw -1066379.135003 + Penalty 4389.430074 = -1061989.704929
  nChanged 13
		SP:Iteration 27Q (140025.910000 sec): 3 clusters
  Score: Raw -1066381.705643 + Penalty 4389.430074 = -1061992.275569
  nChanged 18
		SP:Iteration 28Q (140026.170000 sec): 3 clusters
  Score: Raw -1066385.687392 + Penalty 4389.430074 = -1061996.257318
  nChanged 8
		SP:Iteration 29Q (140026.360000 sec): 3 clusters
  Score: Raw -1066387.537720 + Penalty 4389.430074 = -1061998.107647
  nChanged 7
		SP:Iteration 30Q (140026.620000 sec): 3 clusters
  Score: Raw -1066388.678882 + Penalty 4389.430074 = -1061999.248808
  nChanged 3
		SP:Iteration 31Q (140026.890000 sec): 3 clusters
  Score: Raw -1066388.995278 + Penalty 4389.430074 = -1061999.565204
  nChanged 1
		SP:Iteration 32Q (140027.200000 sec): 3 clusters
  Score: Raw -1066389.545333 + Penalty 4389.430074 = -1062000.115259
  nChanged 0
		SP:Iteration 33F (140027.490000 sec): 3 clusters
  Score: Raw -1066389.545333 + Penalty 4389.430074 = -1062000.115259
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 32 (3453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140027.630000 sec): 2 clusters
  Score: Raw -542638.197778 + Penalty 2020.455677 = -540617.742101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140027.800000 sec): 3 clusters
  Score: Raw -541163.647646 + Penalty 4040.911354 = -537122.736292
  nChanged 1241
		SP:Iteration 1F (140027.950000 sec): 3 clusters
  Score: Raw -541901.237578 + Penalty 4040.911354 = -537860.326224
  nChanged 271
		SP:Iteration 2F (140028.100000 sec): 3 clusters
  Score: Raw -542093.925872 + Penalty 4040.911354 = -538053.014518
  nChanged 184
		SP:Iteration 3F (140028.290000 sec): 3 clusters
  Score: Raw -542215.305307 + Penalty 4040.911354 = -538174.393954
  nChanged 120
		SP:Iteration 4Q (140028.480000 sec): 3 clusters
  Score: Raw -542293.763107 + Penalty 4040.911354 = -538252.851753
  nChanged 95
		SP:Iteration 5Q (140028.630000 sec): 3 clusters
  Score: Raw -542348.086945 + Penalty 4040.911354 = -538307.175591
  nChanged 78
		SP:Iteration 6Q (140028.810000 sec): 3 clusters
  Score: Raw -542394.376854 + Penalty 4040.911354 = -538353.465500
  nChanged 62
		SP:Iteration 7Q (140028.930000 sec): 3 clusters
  Score: Raw -542432.179315 + Penalty 4040.911354 = -538391.267961
  nChanged 52
		SP:Iteration 8Q (140029.120000 sec): 3 clusters
  Score: Raw -542458.689373 + Penalty 4040.911354 = -538417.778019
  nChanged 39
		SP:Iteration 9Q (140029.310000 sec): 3 clusters
  Score: Raw -542478.504514 + Penalty 4040.911354 = -538437.593160
  nChanged 37
		SP:Iteration 10Q (140029.530000 sec): 3 clusters
  Score: Raw -542497.947874 + Penalty 4040.911354 = -538457.036520
  nChanged 28
		SP:Iteration 11Q (140029.680000 sec): 3 clusters
  Score: Raw -542513.249028 + Penalty 4040.911354 = -538472.337674
  nChanged 25
		SP:Iteration 12Q (140029.840000 sec): 3 clusters
  Score: Raw -542527.756547 + Penalty 4040.911354 = -538486.845193
  nChanged 28
		SP:Iteration 13Q (140030.020000 sec): 3 clusters
  Score: Raw -542547.693895 + Penalty 4040.911354 = -538506.782541
  nChanged 37
		SP:Iteration 14Q (140030.190000 sec): 3 clusters
  Score: Raw -542568.626313 + Penalty 4040.911354 = -538527.714959
  nChanged 42
		SP:Iteration 15Q (140030.410000 sec): 3 clusters
  Score: Raw -542603.691204 + Penalty 4040.911354 = -538562.779850
  nChanged 58
		SP:Iteration 16Q (140030.650000 sec): 3 clusters
  Score: Raw -542664.008440 + Penalty 4040.911354 = -538623.097086
  nChanged 77
		SP:Iteration 17Q (140030.810000 sec): 3 clusters
  Score: Raw -542734.532101 + Penalty 4040.911354 = -538693.620747
  nChanged 74
		SP:Iteration 18Q (140031.010000 sec): 3 clusters
  Score: Raw -542823.548664 + Penalty 4040.911354 = -538782.637310
  nChanged 85
		SP:Iteration 19Q (140031.170000 sec): 3 clusters
  Score: Raw -542903.607235 + Penalty 4040.911354 = -538862.695881
  nChanged 84
		SP:Iteration 20F (140031.400000 sec): 3 clusters
  Score: Raw -542993.561287 + Penalty 4040.911354 = -538952.649933
  nChanged 81
		SP:Iteration 21Q (140031.560000 sec): 3 clusters
  Score: Raw -543072.712331 + Penalty 4040.911354 = -539031.800978
  nChanged 58
		SP:Iteration 22Q (140031.750000 sec): 3 clusters
  Score: Raw -543128.184047 + Penalty 4040.911354 = -539087.272693
  nChanged 47
		SP:Iteration 23Q (140031.920000 sec): 3 clusters
  Score: Raw -543164.608914 + Penalty 4040.911354 = -539123.697560
  nChanged 47
		SP:Iteration 24Q (140032.110000 sec): 3 clusters
  Score: Raw -543190.683457 + Penalty 4040.911354 = -539149.772103
  nChanged 28
		SP:Iteration 25Q (140032.230000 sec): 3 clusters
  Score: Raw -543204.821549 + Penalty 4040.911354 = -539163.910195
  nChanged 22
		SP:Iteration 26Q (140032.380000 sec): 3 clusters
  Score: Raw -543218.042918 + Penalty 4040.911354 = -539177.131564
  nChanged 24
		SP:Iteration 27Q (140032.570000 sec): 3 clusters
  Score: Raw -543231.379205 + Penalty 4040.911354 = -539190.467851
  nChanged 23
		SP:Iteration 28Q (140032.680000 sec): 3 clusters
  Score: Raw -543247.662685 + Penalty 4040.911354 = -539206.751331
  nChanged 27
		SP:Iteration 29Q (140032.890000 sec): 3 clusters
  Score: Raw -543269.256079 + Penalty 4040.911354 = -539228.344725
  nChanged 27
		SP:Iteration 30Q (140033.040000 sec): 3 clusters
  Score: Raw -543284.916771 + Penalty 4040.911354 = -539244.005417
  nChanged 20
		SP:Iteration 31Q (140033.160000 sec): 3 clusters
  Score: Raw -543296.321748 + Penalty 4040.911354 = -539255.410394
  nChanged 20
		SP:Iteration 32Q (140033.350000 sec): 3 clusters
  Score: Raw -543308.983932 + Penalty 4040.911354 = -539268.072578
  nChanged 21
		SP:Iteration 33Q (140033.490000 sec): 3 clusters
  Score: Raw -543320.380310 + Penalty 4040.911354 = -539279.468956
  nChanged 18
		SP:Iteration 34Q (140033.630000 sec): 3 clusters
  Score: Raw -543331.544301 + Penalty 4040.911354 = -539290.632947
  nChanged 16
		SP:Iteration 35Q (140033.820000 sec): 3 clusters
  Score: Raw -543341.185671 + Penalty 4040.911354 = -539300.274318
  nChanged 19
		SP:Iteration 36Q (140033.960000 sec): 3 clusters
  Score: Raw -543351.146087 + Penalty 4040.911354 = -539310.234733
  nChanged 18
		SP:Iteration 37Q (140034.150000 sec): 3 clusters
  Score: Raw -543360.208522 + Penalty 4040.911354 = -539319.297168
  nChanged 17
		SP:Iteration 38Q (140034.340000 sec): 3 clusters
  Score: Raw -543369.360182 + Penalty 4040.911354 = -539328.448828
  nChanged 11
		SP:Iteration 39Q (140034.540000 sec): 3 clusters
  Score: Raw -543374.249303 + Penalty 4040.911354 = -539333.337949
  nChanged 10
		SP:Iteration 40F (140034.750000 sec): 3 clusters
  Score: Raw -543379.982096 + Penalty 4040.911354 = -539339.070742
  nChanged 12
		SP:Iteration 41Q (140034.890000 sec): 3 clusters
  Score: Raw -543385.464166 + Penalty 4040.911354 = -539344.552812
  nChanged 9
		SP:Iteration 42Q (140035.150000 sec): 3 clusters
  Score: Raw -543390.557838 + Penalty 4040.911354 = -539349.646484
  nChanged 11
		SP:Iteration 43Q (140035.350000 sec): 3 clusters
  Score: Raw -543395.882652 + Penalty 4040.911354 = -539354.971298
  nChanged 6
		SP:Iteration 44Q (140035.520000 sec): 3 clusters
  Score: Raw -543399.166296 + Penalty 4040.911354 = -539358.254942
  nChanged 8
		SP:Iteration 45Q (140035.640000 sec): 3 clusters
  Score: Raw -543403.311044 + Penalty 4040.911354 = -539362.399690
  nChanged 11
		SP:Iteration 46Q (140035.750000 sec): 3 clusters
  Score: Raw -543409.177619 + Penalty 4040.911354 = -539368.266265
  nChanged 9
		SP:Iteration 47Q (140035.920000 sec): 3 clusters
  Score: Raw -543413.537477 + Penalty 4040.911354 = -539372.626123
  nChanged 10
		SP:Iteration 48Q (140036.100000 sec): 3 clusters
  Score: Raw -543418.045918 + Penalty 4040.911354 = -539377.134564
  nChanged 8
		SP:Iteration 49Q (140036.290000 sec): 3 clusters
  Score: Raw -543421.156974 + Penalty 4040.911354 = -539380.245620
  nChanged 11
		SP:Iteration 50Q (140036.440000 sec): 3 clusters
  Score: Raw -543427.134100 + Penalty 4040.911354 = -539386.222746
  nChanged 13
		SP:Iteration 51Q (140036.590000 sec): 3 clusters
  Score: Raw -543434.076780 + Penalty 4040.911354 = -539393.165426
  nChanged 15
		SP:Iteration 52Q (140036.730000 sec): 3 clusters
  Score: Raw -543441.829703 + Penalty 4040.911354 = -539400.918350
  nChanged 14
		SP:Iteration 53Q (140036.860000 sec): 3 clusters
  Score: Raw -543449.297845 + Penalty 4040.911354 = -539408.386491
  nChanged 8
		SP:Iteration 54Q (140037.030000 sec): 3 clusters
  Score: Raw -543453.613115 + Penalty 4040.911354 = -539412.701762
  nChanged 9
		SP:Iteration 55Q (140037.150000 sec): 3 clusters
  Score: Raw -543457.217560 + Penalty 4040.911354 = -539416.306206
  nChanged 4
		SP:Iteration 56Q (140037.290000 sec): 3 clusters
  Score: Raw -543458.930206 + Penalty 4040.911354 = -539418.018852
  nChanged 7
		SP:Iteration 57Q (140037.470000 sec): 3 clusters
  Score: Raw -543461.647379 + Penalty 4040.911354 = -539420.736025
  nChanged 1
		SP:Iteration 58Q (140037.630000 sec): 3 clusters
  Score: Raw -543461.994823 + Penalty 4040.911354 = -539421.083469
  nChanged 0
		SP:Iteration 59F (140037.870000 sec): 3 clusters
  Score: Raw -543461.994823 + Penalty 4040.911354 = -539421.083469
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 33 (9320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140038.010000 sec): 2 clusters
  Score: Raw -1462392.022583 + Penalty 2266.699641 = -1460125.322942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140038.250000 sec): 3 clusters
  Score: Raw -1457417.624431 + Penalty 4533.399282 = -1452884.225149
  nChanged 3847
		SP:Iteration 1F (140038.460000 sec): 3 clusters
  Score: Raw -1459497.215864 + Penalty 4533.399282 = -1454963.816582
  nChanged 589
		SP:Iteration 2F (140038.690000 sec): 3 clusters
  Score: Raw -1459728.336215 + Penalty 4533.399282 = -1455194.936933
  nChanged 394
		SP:Iteration 3Q (140038.910000 sec): 3 clusters
  Score: Raw -1459895.816366 + Penalty 4533.399282 = -1455362.417084
  nChanged 354
		SP:Iteration 4Q (140039.160000 sec): 3 clusters
  Score: Raw -1460019.531525 + Penalty 4533.399282 = -1455486.132243
  nChanged 268
		SP:Iteration 5Q (140039.470000 sec): 3 clusters
  Score: Raw -1460106.586396 + Penalty 4533.399282 = -1455573.187114
  nChanged 211
		SP:Iteration 6Q (140039.700000 sec): 3 clusters
  Score: Raw -1460174.877351 + Penalty 4533.399282 = -1455641.478069
  nChanged 178
		SP:Iteration 7Q (140039.920000 sec): 3 clusters
  Score: Raw -1460229.466523 + Penalty 4533.399282 = -1455696.067241
  nChanged 167
		SP:Iteration 8Q (140040.220000 sec): 3 clusters
  Score: Raw -1460284.977357 + Penalty 4533.399282 = -1455751.578075
  nChanged 186
		SP:Iteration 9Q (140040.470000 sec): 3 clusters
  Score: Raw -1460357.380713 + Penalty 4533.399282 = -1455823.981431
  nChanged 195
		SP:Iteration 10Q (140040.710000 sec): 3 clusters
  Score: Raw -1460435.588601 + Penalty 4533.399282 = -1455902.189319
  nChanged 209
		SP:Iteration 11Q (140040.990000 sec): 3 clusters
  Score: Raw -1460514.141807 + Penalty 4533.399282 = -1455980.742525
  nChanged 190
		SP:Iteration 12Q (140041.240000 sec): 3 clusters
  Score: Raw -1460585.765459 + Penalty 4533.399282 = -1456052.366177
  nChanged 179
		SP:Iteration 13Q (140041.520000 sec): 3 clusters
  Score: Raw -1460657.314009 + Penalty 4533.399282 = -1456123.914727
  nChanged 199
		SP:Iteration 14Q (140041.800000 sec): 3 clusters
  Score: Raw -1460737.886433 + Penalty 4533.399282 = -1456204.487151
  nChanged 180
		SP:Iteration 15Q (140042.020000 sec): 3 clusters
  Score: Raw -1460808.269172 + Penalty 4533.399282 = -1456274.869890
  nChanged 179
		SP:Iteration 16Q (140042.290000 sec): 3 clusters
  Score: Raw -1460872.611359 + Penalty 4533.399282 = -1456339.212077
  nChanged 183
		SP:Iteration 17Q (140042.620000 sec): 3 clusters
  Score: Raw -1460942.968178 + Penalty 4533.399282 = -1456409.568895
  nChanged 158
		SP:Iteration 18Q (140042.840000 sec): 3 clusters
  Score: Raw -1461005.512839 + Penalty 4533.399282 = -1456472.113557
  nChanged 163
		SP:Iteration 19Q (140043.170000 sec): 3 clusters
  Score: Raw -1461058.034954 + Penalty 4533.399282 = -1456524.635672
  nChanged 128
		SP:Iteration 20F (140043.450000 sec): 3 clusters
  Score: Raw -1461095.403452 + Penalty 4533.399282 = -1456562.004170
  nChanged 122
		SP:Iteration 21Q (140043.730000 sec): 3 clusters
  Score: Raw -1461132.912070 + Penalty 4533.399282 = -1456599.512788
  nChanged 116
		SP:Iteration 22Q (140043.980000 sec): 3 clusters
  Score: Raw -1461170.918664 + Penalty 4533.399282 = -1456637.519382
  nChanged 123
		SP:Iteration 23Q (140044.230000 sec): 3 clusters
  Score: Raw -1461209.582869 + Penalty 4533.399282 = -1456676.183587
  nChanged 118
		SP:Iteration 24Q (140044.420000 sec): 3 clusters
  Score: Raw -1461250.300687 + Penalty 4533.399282 = -1456716.901405
  nChanged 126
		SP:Iteration 25Q (140044.680000 sec): 3 clusters
  Score: Raw -1461293.730816 + Penalty 4533.399282 = -1456760.331534
  nChanged 141
		SP:Iteration 26Q (140044.970000 sec): 3 clusters
  Score: Raw -1461345.573588 + Penalty 4533.399282 = -1456812.174306
  nChanged 148
		SP:Iteration 27Q (140045.210000 sec): 3 clusters
  Score: Raw -1461405.673325 + Penalty 4533.399282 = -1456872.274043
  nChanged 146
		SP:Iteration 28Q (140045.540000 sec): 3 clusters
  Score: Raw -1461473.390048 + Penalty 4533.399282 = -1456939.990766
  nChanged 165
		SP:Iteration 29Q (140045.810000 sec): 3 clusters
  Score: Raw -1461540.641519 + Penalty 4533.399282 = -1457007.242237
  nChanged 142
		SP:Iteration 30Q (140046.090000 sec): 3 clusters
  Score: Raw -1461596.855183 + Penalty 4533.399282 = -1457063.455901
  nChanged 135
		SP:Iteration 31Q (140046.360000 sec): 3 clusters
  Score: Raw -1461648.627994 + Penalty 4533.399282 = -1457115.228711
  nChanged 125
		SP:Iteration 32Q (140046.580000 sec): 3 clusters
  Score: Raw -1461697.345362 + Penalty 4533.399282 = -1457163.946080
  nChanged 137
		SP:Iteration 33Q (140046.780000 sec): 3 clusters
  Score: Raw -1461752.537381 + Penalty 4533.399282 = -1457219.138098
  nChanged 129
		SP:Iteration 34Q (140047.010000 sec): 3 clusters
  Score: Raw -1461809.171827 + Penalty 4533.399282 = -1457275.772545
  nChanged 121
		SP:Iteration 35Q (140047.270000 sec): 3 clusters
  Score: Raw -1461863.055738 + Penalty 4533.399282 = -1457329.656455
  nChanged 136
		SP:Iteration 36Q (140047.540000 sec): 3 clusters
  Score: Raw -1461922.393757 + Penalty 4533.399282 = -1457388.994475
  nChanged 127
		SP:Iteration 37Q (140047.790000 sec): 3 clusters
  Score: Raw -1461980.035068 + Penalty 4533.399282 = -1457446.635786
  nChanged 133
		SP:Iteration 38Q (140048.060000 sec): 3 clusters
  Score: Raw -1462046.113977 + Penalty 4533.399282 = -1457512.714694
  nChanged 143
		SP:Iteration 39Q (140048.310000 sec): 3 clusters
  Score: Raw -1462118.202861 + Penalty 4533.399282 = -1457584.803579
  nChanged 147
		SP:Iteration 40F (140048.650000 sec): 3 clusters
  Score: Raw -1462196.202085 + Penalty 4533.399282 = -1457662.802803
  nChanged 140
		SP:Iteration 41Q (140048.910000 sec): 3 clusters
  Score: Raw -1462261.873112 + Penalty 4533.399282 = -1457728.473830
  nChanged 101
		SP:Iteration 42Q (140049.130000 sec): 3 clusters
  Score: Raw -1462306.920677 + Penalty 4533.399282 = -1457773.521394
  nChanged 90
		SP:Iteration 43Q (140049.390000 sec): 3 clusters
  Score: Raw -1462343.680580 + Penalty 4533.399282 = -1457810.281298
  nChanged 72
		SP:Iteration 44Q (140049.640000 sec): 3 clusters
  Score: Raw -1462372.857335 + Penalty 4533.399282 = -1457839.458053
  nChanged 67
		SP:Iteration 45Q (140049.870000 sec): 3 clusters
  Score: Raw -1462396.970370 + Penalty 4533.399282 = -1457863.571087
  nChanged 67
		SP:Iteration 46Q (140050.050000 sec): 3 clusters
  Score: Raw -1462421.067655 + Penalty 4533.399282 = -1457887.668373
  nChanged 64
		SP:Iteration 47Q (140050.290000 sec): 3 clusters
  Score: Raw -1462442.585650 + Penalty 4533.399282 = -1457909.186367
  nChanged 53
		SP:Iteration 48Q (140050.460000 sec): 3 clusters
  Score: Raw -1462461.869610 + Penalty 4533.399282 = -1457928.470328
  nChanged 55
		SP:Iteration 49Q (140050.680000 sec): 3 clusters
  Score: Raw -1462483.025107 + Penalty 4533.399282 = -1457949.625824
  nChanged 41
		SP:Iteration 50Q (140050.870000 sec): 3 clusters
  Score: Raw -1462497.039883 + Penalty 4533.399282 = -1457963.640600
  nChanged 39
		SP:Iteration 51Q (140051.080000 sec): 3 clusters
  Score: Raw -1462515.826489 + Penalty 4533.399282 = -1457982.427207
  nChanged 46
		SP:Iteration 52Q (140051.270000 sec): 3 clusters
  Score: Raw -1462534.439891 + Penalty 4533.399282 = -1458001.040609
  nChanged 33
		SP:Iteration 53Q (140051.450000 sec): 3 clusters
  Score: Raw -1462547.811889 + Penalty 4533.399282 = -1458014.412607
  nChanged 32
		SP:Iteration 54Q (140051.650000 sec): 3 clusters
  Score: Raw -1462559.844647 + Penalty 4533.399282 = -1458026.445365
  nChanged 29
		SP:Iteration 55Q (140051.870000 sec): 3 clusters
  Score: Raw -1462571.080518 + Penalty 4533.399282 = -1458037.681235
  nChanged 30
		SP:Iteration 56Q (140052.080000 sec): 3 clusters
  Score: Raw -1462581.108030 + Penalty 4533.399282 = -1458047.708748
  nChanged 26
		SP:Iteration 57Q (140052.210000 sec): 3 clusters
  Score: Raw -1462594.198398 + Penalty 4533.399282 = -1458060.799116
  nChanged 29
		SP:Iteration 58Q (140052.350000 sec): 3 clusters
  Score: Raw -1462607.643336 + Penalty 4533.399282 = -1458074.244054
  nChanged 30
		SP:Iteration 59Q (140052.490000 sec): 3 clusters
  Score: Raw -1462619.503538 + Penalty 4533.399282 = -1458086.104255
  nChanged 21
		SP:Iteration 60F (140052.630000 sec): 3 clusters
  Score: Raw -1462628.015105 + Penalty 4533.399282 = -1458094.615823
  nChanged 25
		SP:Iteration 61Q (140052.760000 sec): 3 clusters
  Score: Raw -1462638.317732 + Penalty 4533.399282 = -1458104.918450
  nChanged 19
		SP:Iteration 62Q (140052.890000 sec): 3 clusters
  Score: Raw -1462646.110777 + Penalty 4533.399282 = -1458112.711495
  nChanged 15
		SP:Iteration 63Q (140053.020000 sec): 3 clusters
  Score: Raw -1462652.084830 + Penalty 4533.399282 = -1458118.685548
  nChanged 20
		SP:Iteration 64Q (140053.150000 sec): 3 clusters
  Score: Raw -1462659.838287 + Penalty 4533.399282 = -1458126.439005
  nChanged 26
		SP:Iteration 65Q (140053.290000 sec): 3 clusters
  Score: Raw -1462672.869907 + Penalty 4533.399282 = -1458139.470625
  nChanged 24
		SP:Iteration 66Q (140053.440000 sec): 3 clusters
  Score: Raw -1462683.322165 + Penalty 4533.399282 = -1458149.922883
  nChanged 24
		SP:Iteration 67Q (140053.610000 sec): 3 clusters
  Score: Raw -1462695.865751 + Penalty 4533.399282 = -1458162.466468
  nChanged 23
		SP:Iteration 68Q (140053.850000 sec): 3 clusters
  Score: Raw -1462707.851134 + Penalty 4533.399282 = -1458174.451852
  nChanged 14
		SP:Iteration 69Q (140054.020000 sec): 3 clusters
  Score: Raw -1462713.567467 + Penalty 4533.399282 = -1458180.168185
  nChanged 20
		SP:Iteration 70Q (140054.190000 sec): 3 clusters
  Score: Raw -1462720.958656 + Penalty 4533.399282 = -1458187.559374
  nChanged 13
		SP:Iteration 71Q (140054.370000 sec): 3 clusters
  Score: Raw -1462726.270475 + Penalty 4533.399282 = -1458192.871193
  nChanged 11
		SP:Iteration 72Q (140054.540000 sec): 3 clusters
  Score: Raw -1462732.656462 + Penalty 4533.399282 = -1458199.257180
  nChanged 16
		SP:Iteration 73Q (140054.750000 sec): 3 clusters
  Score: Raw -1462739.687424 + Penalty 4533.399282 = -1458206.288142
  nChanged 9
		SP:Iteration 74Q (140054.900000 sec): 3 clusters
  Score: Raw -1462742.872355 + Penalty 4533.399282 = -1458209.473073
  nChanged 3
		SP:Iteration 75Q (140055.130000 sec): 3 clusters
  Score: Raw -1462745.458900 + Penalty 4533.399282 = -1458212.059618
  nChanged 5
		SP:Iteration 76Q (140055.360000 sec): 3 clusters
  Score: Raw -1462747.694060 + Penalty 4533.399282 = -1458214.294778
  nChanged 3
		SP:Iteration 77Q (140055.570000 sec): 3 clusters
  Score: Raw -1462748.283464 + Penalty 4533.399282 = -1458214.884182
  nChanged 0
		SP:Iteration 78F (140055.770000 sec): 3 clusters
  Score: Raw -1462748.283464 + Penalty 4533.399282 = -1458214.884182
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 34 (7347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140055.920000 sec): 2 clusters
  Score: Raw -1140939.267510 + Penalty 2207.707742 = -1138731.559769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140056.130000 sec): 3 clusters
  Score: Raw -1137203.019005 + Penalty 4415.415483 = -1132787.603522
  nChanged 2926
		SP:Iteration 1F (140056.370000 sec): 3 clusters
  Score: Raw -1138830.726385 + Penalty 4415.415483 = -1134415.310901
  nChanged 565
		SP:Iteration 2F (140056.650000 sec): 3 clusters
  Score: Raw -1139150.878068 + Penalty 4415.415483 = -1134735.462584
  nChanged 398
		SP:Iteration 3F (140056.830000 sec): 3 clusters
  Score: Raw -1139397.019455 + Penalty 4415.415483 = -1134981.603972
  nChanged 376
		SP:Iteration 4F (140056.990000 sec): 3 clusters
  Score: Raw -1139615.221116 + Penalty 4415.415483 = -1135199.805633
  nChanged 340
		SP:Iteration 5Q (140057.160000 sec): 3 clusters
  Score: Raw -1139816.846109 + Penalty 4415.415483 = -1135401.430626
  nChanged 346
		SP:Iteration 6Q (140057.410000 sec): 3 clusters
  Score: Raw -1140010.653036 + Penalty 4415.415483 = -1135595.237552
  nChanged 304
		SP:Iteration 7Q (140057.580000 sec): 3 clusters
  Score: Raw -1140184.273787 + Penalty 4415.415483 = -1135768.858304
  nChanged 291
		SP:Iteration 8Q (140057.850000 sec): 3 clusters
  Score: Raw -1140368.445814 + Penalty 4415.415483 = -1135953.030331
  nChanged 303
		SP:Iteration 9Q (140058.170000 sec): 3 clusters
  Score: Raw -1140560.015673 + Penalty 4415.415483 = -1136144.600190
  nChanged 273
		SP:Iteration 10Q (140058.350000 sec): 3 clusters
  Score: Raw -1140724.884986 + Penalty 4415.415483 = -1136309.469503
  nChanged 231
		SP:Iteration 11Q (140058.570000 sec): 3 clusters
  Score: Raw -1140886.445174 + Penalty 4415.415483 = -1136471.029690
  nChanged 204
		SP:Iteration 12Q (140058.830000 sec): 3 clusters
  Score: Raw -1141004.952535 + Penalty 4415.415483 = -1136589.537052
  nChanged 151
		SP:Iteration 13Q (140059.020000 sec): 3 clusters
  Score: Raw -1141082.910819 + Penalty 4415.415483 = -1136667.495335
  nChanged 109
		SP:Iteration 14Q (140059.190000 sec): 3 clusters
  Score: Raw -1141131.508921 + Penalty 4415.415483 = -1136716.093438
  nChanged 68
		SP:Iteration 15Q (140059.450000 sec): 3 clusters
  Score: Raw -1141160.733810 + Penalty 4415.415483 = -1136745.318327
  nChanged 56
		SP:Iteration 16Q (140059.650000 sec): 3 clusters
  Score: Raw -1141181.966791 + Penalty 4415.415483 = -1136766.551308
  nChanged 40
		SP:Iteration 17Q (140059.900000 sec): 3 clusters
  Score: Raw -1141197.924588 + Penalty 4415.415483 = -1136782.509104
  nChanged 43
		SP:Iteration 18Q (140060.090000 sec): 3 clusters
  Score: Raw -1141215.961747 + Penalty 4415.415483 = -1136800.546263
  nChanged 44
		SP:Iteration 19Q (140060.270000 sec): 3 clusters
  Score: Raw -1141234.214765 + Penalty 4415.415483 = -1136818.799282
  nChanged 39
		SP:Iteration 20F (140060.500000 sec): 3 clusters
  Score: Raw -1141248.057205 + Penalty 4415.415483 = -1136832.641722
  nChanged 22
		SP:Iteration 21Q (140060.700000 sec): 3 clusters
  Score: Raw -1141258.012896 + Penalty 4415.415483 = -1136842.597412
  nChanged 24
		SP:Iteration 22Q (140060.950000 sec): 3 clusters
  Score: Raw -1141269.115972 + Penalty 4415.415483 = -1136853.700488
  nChanged 32
		SP:Iteration 23Q (140061.170000 sec): 3 clusters
  Score: Raw -1141282.987459 + Penalty 4415.415483 = -1136867.571976
  nChanged 37
		SP:Iteration 24Q (140061.440000 sec): 3 clusters
  Score: Raw -1141301.237396 + Penalty 4415.415483 = -1136885.821913
  nChanged 36
		SP:Iteration 25Q (140061.690000 sec): 3 clusters
  Score: Raw -1141315.910448 + Penalty 4415.415483 = -1136900.494965
  nChanged 32
		SP:Iteration 26Q (140061.910000 sec): 3 clusters
  Score: Raw -1141325.516363 + Penalty 4415.415483 = -1136910.100879
  nChanged 18
		SP:Iteration 27Q (140062.170000 sec): 3 clusters
  Score: Raw -1141331.066713 + Penalty 4415.415483 = -1136915.651229
  nChanged 13
		SP:Iteration 28Q (140062.410000 sec): 3 clusters
  Score: Raw -1141335.812855 + Penalty 4415.415483 = -1136920.397371
  nChanged 17
		SP:Iteration 29Q (140062.660000 sec): 3 clusters
  Score: Raw -1141341.452623 + Penalty 4415.415483 = -1136926.037139
  nChanged 23
		SP:Iteration 30Q (140062.940000 sec): 3 clusters
  Score: Raw -1141348.942474 + Penalty 4415.415483 = -1136933.526990
  nChanged 22
		SP:Iteration 31Q (140063.140000 sec): 3 clusters
  Score: Raw -1141356.198414 + Penalty 4415.415483 = -1136940.782931
  nChanged 28
		SP:Iteration 32Q (140063.390000 sec): 3 clusters
  Score: Raw -1141364.841739 + Penalty 4415.415483 = -1136949.426256
  nChanged 20
		SP:Iteration 33Q (140063.610000 sec): 3 clusters
  Score: Raw -1141370.503055 + Penalty 4415.415483 = -1136955.087572
  nChanged 23
		SP:Iteration 34Q (140063.850000 sec): 3 clusters
  Score: Raw -1141377.995355 + Penalty 4415.415483 = -1136962.579872
  nChanged 25
		SP:Iteration 35Q (140064.090000 sec): 3 clusters
  Score: Raw -1141385.254477 + Penalty 4415.415483 = -1136969.838993
  nChanged 14
		SP:Iteration 36Q (140064.320000 sec): 3 clusters
  Score: Raw -1141388.683229 + Penalty 4415.415483 = -1136973.267746
  nChanged 12
		SP:Iteration 37Q (140064.570000 sec): 3 clusters
  Score: Raw -1141392.228903 + Penalty 4415.415483 = -1136976.813420
  nChanged 10
		SP:Iteration 38Q (140064.870000 sec): 3 clusters
  Score: Raw -1141394.227114 + Penalty 4415.415483 = -1136978.811631
  nChanged 6
		SP:Iteration 39Q (140065.070000 sec): 3 clusters
  Score: Raw -1141395.559040 + Penalty 4415.415483 = -1136980.143556
  nChanged 7
		SP:Iteration 40F (140065.300000 sec): 3 clusters
  Score: Raw -1141397.147793 + Penalty 4415.415483 = -1136981.732309
  nChanged 8
		SP:Iteration 41Q (140065.530000 sec): 3 clusters
  Score: Raw -1141398.341525 + Penalty 4415.415483 = -1136982.926041
  nChanged 3
		SP:Iteration 42Q (140065.710000 sec): 3 clusters
  Score: Raw -1141399.141338 + Penalty 4415.415483 = -1136983.725854
  nChanged 7
		SP:Iteration 43Q (140065.890000 sec): 3 clusters
  Score: Raw -1141400.733452 + Penalty 4415.415483 = -1136985.317968
  nChanged 8
		SP:Iteration 44Q (140066.100000 sec): 3 clusters
  Score: Raw -1141402.450910 + Penalty 4415.415483 = -1136987.035426
  nChanged 3
		SP:Iteration 45Q (140066.310000 sec): 3 clusters
  Score: Raw -1141403.171855 + Penalty 4415.415483 = -1136987.756371
  nChanged 6
		SP:Iteration 46Q (140066.490000 sec): 3 clusters
  Score: Raw -1141404.100045 + Penalty 4415.415483 = -1136988.684562
  nChanged 4
		SP:Iteration 47Q (140066.770000 sec): 3 clusters
  Score: Raw -1141405.094616 + Penalty 4415.415483 = -1136989.679132
  nChanged 4
		SP:Iteration 48Q (140066.990000 sec): 3 clusters
  Score: Raw -1141406.336207 + Penalty 4415.415483 = -1136990.920724
  nChanged 4
		SP:Iteration 49Q (140067.230000 sec): 3 clusters
  Score: Raw -1141407.680346 + Penalty 4415.415483 = -1136992.264862
  nChanged 5
		SP:Iteration 50Q (140067.450000 sec): 3 clusters
  Score: Raw -1141409.494538 + Penalty 4415.415483 = -1136994.079054
  nChanged 2
		SP:Iteration 51Q (140067.710000 sec): 3 clusters
  Score: Raw -1141409.755994 + Penalty 4415.415483 = -1136994.340510
  nChanged 1
		SP:Iteration 52Q (140067.950000 sec): 3 clusters
  Score: Raw -1141409.826984 + Penalty 4415.415483 = -1136994.411501
  nChanged 1
		SP:Iteration 53Q (140068.140000 sec): 3 clusters
  Score: Raw -1141410.136020 + Penalty 4415.415483 = -1136994.720537
  nChanged 0
		SP:Iteration 54F (140068.340000 sec): 3 clusters
  Score: Raw -1141410.136020 + Penalty 4415.415483 = -1136994.720537
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 35 (7609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140068.500000 sec): 2 clusters
  Score: Raw -1154636.372687 + Penalty 2216.397585 = -1152419.975102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140068.760000 sec): 3 clusters
  Score: Raw -1150721.302852 + Penalty 4432.795170 = -1146288.507682
  nChanged 3109
		SP:Iteration 1F (140069.020000 sec): 3 clusters
  Score: Raw -1152502.637356 + Penalty 4432.795170 = -1148069.842186
  nChanged 587
		SP:Iteration 2F (140069.270000 sec): 3 clusters
  Score: Raw -1152901.953339 + Penalty 4432.795170 = -1148469.158169
  nChanged 515
		SP:Iteration 3F (140069.460000 sec): 3 clusters
  Score: Raw -1153253.912947 + Penalty 4432.795170 = -1148821.117777
  nChanged 450
		SP:Iteration 4F (140069.750000 sec): 3 clusters
  Score: Raw -1153561.422510 + Penalty 4432.795170 = -1149128.627340
  nChanged 387
		SP:Iteration 5F (140070.040000 sec): 3 clusters
  Score: Raw -1153851.662896 + Penalty 4432.795170 = -1149418.867726
  nChanged 384
		SP:Iteration 6F (140070.310000 sec): 3 clusters
  Score: Raw -1154136.694603 + Penalty 4432.795170 = -1149703.899433
  nChanged 318
		SP:Iteration 7Q (140070.490000 sec): 3 clusters
  Score: Raw -1154377.356174 + Penalty 4432.795170 = -1149944.561004
  nChanged 260
		SP:Iteration 8Q (140070.690000 sec): 3 clusters
  Score: Raw -1154569.758086 + Penalty 4432.795170 = -1150136.962916
  nChanged 201
		SP:Iteration 9Q (140070.880000 sec): 3 clusters
  Score: Raw -1154717.041323 + Penalty 4432.795170 = -1150284.246153
  nChanged 162
		SP:Iteration 10Q (140071.070000 sec): 3 clusters
  Score: Raw -1154835.558795 + Penalty 4432.795170 = -1150402.763625
  nChanged 127
		SP:Iteration 11Q (140071.350000 sec): 3 clusters
  Score: Raw -1154929.867597 + Penalty 4432.795170 = -1150497.072427
  nChanged 117
		SP:Iteration 12Q (140071.530000 sec): 3 clusters
  Score: Raw -1155017.360809 + Penalty 4432.795170 = -1150584.565639
  nChanged 92
		SP:Iteration 13Q (140071.750000 sec): 3 clusters
  Score: Raw -1155089.144464 + Penalty 4432.795170 = -1150656.349294
  nChanged 86
		SP:Iteration 14Q (140072.010000 sec): 3 clusters
  Score: Raw -1155149.982820 + Penalty 4432.795170 = -1150717.187651
  nChanged 50
		SP:Iteration 15Q (140072.230000 sec): 3 clusters
  Score: Raw -1155187.235970 + Penalty 4432.795170 = -1150754.440800
  nChanged 53
		SP:Iteration 16Q (140072.530000 sec): 3 clusters
  Score: Raw -1155227.341591 + Penalty 4432.795170 = -1150794.546421
  nChanged 44
		SP:Iteration 17Q (140072.750000 sec): 3 clusters
  Score: Raw -1155254.499115 + Penalty 4432.795170 = -1150821.703945
  nChanged 30
		SP:Iteration 18Q (140072.980000 sec): 3 clusters
  Score: Raw -1155272.588440 + Penalty 4432.795170 = -1150839.793270
  nChanged 31
		SP:Iteration 19Q (140073.270000 sec): 3 clusters
  Score: Raw -1155296.684173 + Penalty 4432.795170 = -1150863.889003
  nChanged 30
		SP:Iteration 20F (140073.540000 sec): 3 clusters
  Score: Raw -1155320.939536 + Penalty 4432.795170 = -1150888.144366
  nChanged 31
		SP:Iteration 21Q (140073.840000 sec): 3 clusters
  Score: Raw -1155340.318557 + Penalty 4432.795170 = -1150907.523387
  nChanged 21
		SP:Iteration 22Q (140074.130000 sec): 3 clusters
  Score: Raw -1155350.084003 + Penalty 4432.795170 = -1150917.288834
  nChanged 10
		SP:Iteration 23Q (140074.380000 sec): 3 clusters
  Score: Raw -1155355.922584 + Penalty 4432.795170 = -1150923.127415
  nChanged 14
		SP:Iteration 24Q (140074.630000 sec): 3 clusters
  Score: Raw -1155362.007003 + Penalty 4432.795170 = -1150929.211833
  nChanged 8
		SP:Iteration 25Q (140074.880000 sec): 3 clusters
  Score: Raw -1155364.446189 + Penalty 4432.795170 = -1150931.651019
  nChanged 2
		SP:Iteration 26Q (140075.130000 sec): 3 clusters
  Score: Raw -1155364.752698 + Penalty 4432.795170 = -1150931.957528
  nChanged 4
		SP:Iteration 27Q (140075.400000 sec): 3 clusters
  Score: Raw -1155365.645455 + Penalty 4432.795170 = -1150932.850285
  nChanged 4
		SP:Iteration 28Q (140075.610000 sec): 3 clusters
  Score: Raw -1155366.759399 + Penalty 4432.795170 = -1150933.964229
  nChanged 4
		SP:Iteration 29Q (140075.830000 sec): 3 clusters
  Score: Raw -1155368.357492 + Penalty 4432.795170 = -1150935.562322
  nChanged 0
		SP:Iteration 30F (140076.050000 sec): 3 clusters
  Score: Raw -1155368.357492 + Penalty 4432.795170 = -1150935.562322
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 36 (18779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140076.290000 sec): 2 clusters
  Score: Raw -3022044.642699 + Penalty 2440.442637 = -3019604.200062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140076.670000 sec): 3 clusters
  Score: Raw -3011206.409271 + Penalty 4880.885274 = -3006325.523997
  nChanged 8164
		SP:Iteration 1F (140077.010000 sec): 3 clusters
  Score: Raw -3015595.637448 + Penalty 4880.885274 = -3010714.752174
  nChanged 986
		SP:Iteration 2F (140077.320000 sec): 3 clusters
  Score: Raw -3015958.606420 + Penalty 4880.885274 = -3011077.721146
  nChanged 817
		SP:Iteration 3Q (140077.590000 sec): 3 clusters
  Score: Raw -3016232.008272 + Penalty 4880.885274 = -3011351.122998
  nChanged 718
		SP:Iteration 4Q (140077.990000 sec): 3 clusters
  Score: Raw -3016491.372711 + Penalty 4880.885274 = -3011610.487438
  nChanged 732
		SP:Iteration 5Q (140078.270000 sec): 3 clusters
  Score: Raw -3016754.642080 + Penalty 4880.885274 = -3011873.756806
  nChanged 645
		SP:Iteration 6Q (140078.650000 sec): 3 clusters
  Score: Raw -3017001.879646 + Penalty 4880.885274 = -3012120.994372
  nChanged 688
		SP:Iteration 7Q (140078.970000 sec): 3 clusters
  Score: Raw -3017261.520028 + Penalty 4880.885274 = -3012380.634754
  nChanged 655
		SP:Iteration 8Q (140079.300000 sec): 3 clusters
  Score: Raw -3017516.577798 + Penalty 4880.885274 = -3012635.692524
  nChanged 646
		SP:Iteration 9Q (140079.670000 sec): 3 clusters
  Score: Raw -3017776.136182 + Penalty 4880.885274 = -3012895.250909
  nChanged 662
		SP:Iteration 10Q (140080.000000 sec): 3 clusters
  Score: Raw -3018056.756356 + Penalty 4880.885274 = -3013175.871083
  nChanged 676
		SP:Iteration 11Q (140080.350000 sec): 3 clusters
  Score: Raw -3018353.113996 + Penalty 4880.885274 = -3013472.228723
  nChanged 681
		SP:Iteration 12Q (140080.690000 sec): 3 clusters
  Score: Raw -3018656.539921 + Penalty 4880.885274 = -3013775.654647
  nChanged 660
		SP:Iteration 13Q (140081.080000 sec): 3 clusters
  Score: Raw -3018975.392429 + Penalty 4880.885274 = -3014094.507155
  nChanged 645
		SP:Iteration 14Q (140081.380000 sec): 3 clusters
  Score: Raw -3019304.182969 + Penalty 4880.885274 = -3014423.297695
  nChanged 628
		SP:Iteration 15Q (140081.700000 sec): 3 clusters
  Score: Raw -3019665.717873 + Penalty 4880.885274 = -3014784.832599
  nChanged 612
		SP:Iteration 16Q (140082.010000 sec): 3 clusters
  Score: Raw -3020015.613944 + Penalty 4880.885274 = -3015134.728670
  nChanged 606
		SP:Iteration 17Q (140082.360000 sec): 3 clusters
  Score: Raw -3020366.230850 + Penalty 4880.885274 = -3015485.345576
  nChanged 578
		SP:Iteration 18Q (140082.750000 sec): 3 clusters
  Score: Raw -3020715.500969 + Penalty 4880.885274 = -3015834.615696
  nChanged 569
		SP:Iteration 19Q (140083.060000 sec): 3 clusters
  Score: Raw -3020994.331448 + Penalty 4880.885274 = -3016113.446175
  nChanged 464
		SP:Iteration 20F (140083.410000 sec): 3 clusters
  Score: Raw -3021215.760706 + Penalty 4880.885274 = -3016334.875433
  nChanged 454
		SP:Iteration 21Q (140083.770000 sec): 3 clusters
  Score: Raw -3021430.753570 + Penalty 4880.885274 = -3016549.868297
  nChanged 427
		SP:Iteration 22Q (140084.070000 sec): 3 clusters
  Score: Raw -3021611.517108 + Penalty 4880.885274 = -3016730.631834
  nChanged 372
		SP:Iteration 23Q (140084.380000 sec): 3 clusters
  Score: Raw -3021759.883239 + Penalty 4880.885274 = -3016878.997965
  nChanged 323
		SP:Iteration 24Q (140084.720000 sec): 3 clusters
  Score: Raw -3021884.886007 + Penalty 4880.885274 = -3017004.000733
  nChanged 323
		SP:Iteration 25Q (140085.060000 sec): 3 clusters
  Score: Raw -3022022.122990 + Penalty 4880.885274 = -3017141.237716
  nChanged 321
		SP:Iteration 26Q (140085.400000 sec): 3 clusters
  Score: Raw -3022166.021181 + Penalty 4880.885274 = -3017285.135907
  nChanged 288
		SP:Iteration 27Q (140085.700000 sec): 3 clusters
  Score: Raw -3022277.712100 + Penalty 4880.885274 = -3017396.826826
  nChanged 222
		SP:Iteration 28Q (140086.040000 sec): 3 clusters
  Score: Raw -3022349.196100 + Penalty 4880.885274 = -3017468.310826
  nChanged 202
		SP:Iteration 29Q (140086.370000 sec): 3 clusters
  Score: Raw -3022416.833914 + Penalty 4880.885274 = -3017535.948641
  nChanged 196
		SP:Iteration 30Q (140086.680000 sec): 3 clusters
  Score: Raw -3022483.806852 + Penalty 4880.885274 = -3017602.921578
  nChanged 171
		SP:Iteration 31Q (140087.010000 sec): 3 clusters
  Score: Raw -3022537.279744 + Penalty 4880.885274 = -3017656.394470
  nChanged 142
		SP:Iteration 32Q (140087.450000 sec): 3 clusters
  Score: Raw -3022578.111224 + Penalty 4880.885274 = -3017697.225950
  nChanged 130
		SP:Iteration 33Q (140087.790000 sec): 3 clusters
  Score: Raw -3022613.123606 + Penalty 4880.885274 = -3017732.238332
  nChanged 106
		SP:Iteration 34Q (140088.080000 sec): 3 clusters
  Score: Raw -3022639.888423 + Penalty 4880.885274 = -3017759.003149
  nChanged 92
		SP:Iteration 35Q (140088.390000 sec): 3 clusters
  Score: Raw -3022664.030983 + Penalty 4880.885274 = -3017783.145710
  nChanged 79
		SP:Iteration 36Q (140088.680000 sec): 3 clusters
  Score: Raw -3022681.412134 + Penalty 4880.885274 = -3017800.526860
  nChanged 63
		SP:Iteration 37Q (140088.970000 sec): 3 clusters
  Score: Raw -3022694.355978 + Penalty 4880.885274 = -3017813.470705
  nChanged 48
		SP:Iteration 38Q (140089.240000 sec): 3 clusters
  Score: Raw -3022704.190605 + Penalty 4880.885274 = -3017823.305332
  nChanged 52
		SP:Iteration 39Q (140089.560000 sec): 3 clusters
  Score: Raw -3022714.733028 + Penalty 4880.885274 = -3017833.847755
  nChanged 42
		SP:Iteration 40F (140089.850000 sec): 3 clusters
  Score: Raw -3022723.571552 + Penalty 4880.885274 = -3017842.686278
  nChanged 35
		SP:Iteration 41Q (140090.180000 sec): 3 clusters
  Score: Raw -3022730.553324 + Penalty 4880.885274 = -3017849.668051
  nChanged 33
		SP:Iteration 42Q (140090.540000 sec): 3 clusters
  Score: Raw -3022737.620864 + Penalty 4880.885274 = -3017856.735591
  nChanged 37
		SP:Iteration 43Q (140090.850000 sec): 3 clusters
  Score: Raw -3022745.581107 + Penalty 4880.885274 = -3017864.695834
  nChanged 30
		SP:Iteration 44Q (140091.210000 sec): 3 clusters
  Score: Raw -3022752.208176 + Penalty 4880.885274 = -3017871.322902
  nChanged 32
		SP:Iteration 45Q (140091.520000 sec): 3 clusters
  Score: Raw -3022759.530244 + Penalty 4880.885274 = -3017878.644970
  nChanged 44
		SP:Iteration 46Q (140091.910000 sec): 3 clusters
  Score: Raw -3022769.098745 + Penalty 4880.885274 = -3017888.213472
  nChanged 39
		SP:Iteration 47Q (140092.310000 sec): 3 clusters
  Score: Raw -3022776.746704 + Penalty 4880.885274 = -3017895.861430
  nChanged 35
		SP:Iteration 48Q (140092.610000 sec): 3 clusters
  Score: Raw -3022783.524388 + Penalty 4880.885274 = -3017902.639114
  nChanged 29
		SP:Iteration 49Q (140092.940000 sec): 3 clusters
  Score: Raw -3022788.705625 + Penalty 4880.885274 = -3017907.820351
  nChanged 29
		SP:Iteration 50Q (140093.330000 sec): 3 clusters
  Score: Raw -3022794.494606 + Penalty 4880.885274 = -3017913.609333
  nChanged 28
		SP:Iteration 51Q (140093.700000 sec): 3 clusters
  Score: Raw -3022801.322751 + Penalty 4880.885274 = -3017920.437477
  nChanged 35
		SP:Iteration 52Q (140093.940000 sec): 3 clusters
  Score: Raw -3022807.824164 + Penalty 4880.885274 = -3017926.938890
  nChanged 25
		SP:Iteration 53Q (140094.310000 sec): 3 clusters
  Score: Raw -3022812.237078 + Penalty 4880.885274 = -3017931.351804
  nChanged 14
		SP:Iteration 54Q (140094.570000 sec): 3 clusters
  Score: Raw -3022815.317733 + Penalty 4880.885274 = -3017934.432460
  nChanged 22
		SP:Iteration 55Q (140094.920000 sec): 3 clusters
  Score: Raw -3022820.414453 + Penalty 4880.885274 = -3017939.529179
  nChanged 27
		SP:Iteration 56Q (140095.230000 sec): 3 clusters
  Score: Raw -3022826.565245 + Penalty 4880.885274 = -3017945.679971
  nChanged 19
		SP:Iteration 57Q (140095.560000 sec): 3 clusters
  Score: Raw -3022830.858455 + Penalty 4880.885274 = -3017949.973181
  nChanged 19
		SP:Iteration 58Q (140095.930000 sec): 3 clusters
  Score: Raw -3022834.795531 + Penalty 4880.885274 = -3017953.910258
  nChanged 20
		SP:Iteration 59Q (140096.290000 sec): 3 clusters
  Score: Raw -3022838.325379 + Penalty 4880.885274 = -3017957.440106
  nChanged 17
		SP:Iteration 60F (140096.610000 sec): 3 clusters
  Score: Raw -3022841.715751 + Penalty 4880.885274 = -3017960.830477
  nChanged 13
		SP:Iteration 61Q (140096.940000 sec): 3 clusters
  Score: Raw -3022844.698522 + Penalty 4880.885274 = -3017963.813248
  nChanged 6
		SP:Iteration 62Q (140097.260000 sec): 3 clusters
  Score: Raw -3022845.709574 + Penalty 4880.885274 = -3017964.824301
  nChanged 5
		SP:Iteration 63Q (140097.590000 sec): 3 clusters
  Score: Raw -3022846.684767 + Penalty 4880.885274 = -3017965.799493
  nChanged 3
		SP:Iteration 64Q (140097.900000 sec): 3 clusters
  Score: Raw -3022847.239989 + Penalty 4880.885274 = -3017966.354715
  nChanged 3
		SP:Iteration 65Q (140098.270000 sec): 3 clusters
  Score: Raw -3022847.690462 + Penalty 4880.885274 = -3017966.805189
  nChanged 2
		SP:Iteration 66Q (140098.550000 sec): 3 clusters
  Score: Raw -3022847.998354 + Penalty 4880.885274 = -3017967.113080
  nChanged 2
		SP:Iteration 67Q (140098.850000 sec): 3 clusters
  Score: Raw -3022848.291199 + Penalty 4880.885274 = -3017967.405926
  nChanged 1
		SP:Iteration 68Q (140099.180000 sec): 3 clusters
  Score: Raw -3022848.481505 + Penalty 4880.885274 = -3017967.596231
  nChanged 0
		SP:Iteration 69F (140099.550000 sec): 3 clusters
  Score: Raw -3022848.481505 + Penalty 4880.885274 = -3017967.596231
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 37 (27402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140099.860000 sec): 2 clusters
  Score: Raw -4493006.252535 + Penalty 2534.156078 = -4490472.096457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140100.250000 sec): 3 clusters
  Score: Raw -4476692.242789 + Penalty 5068.312156 = -4471623.930633
  nChanged 12223
		SP:Iteration 1F (140100.640000 sec): 3 clusters
  Score: Raw -4483237.398641 + Penalty 5068.312156 = -4478169.086484
  nChanged 1358
		SP:Iteration 2Q (140101.000000 sec): 3 clusters
  Score: Raw -4483668.813703 + Penalty 5068.312156 = -4478600.501547
  nChanged 1140
		SP:Iteration 3Q (140101.420000 sec): 3 clusters
  Score: Raw -4484005.475594 + Penalty 5068.312156 = -4478937.163437
  nChanged 1023
		SP:Iteration 4Q (140101.900000 sec): 3 clusters
  Score: Raw -4484313.240526 + Penalty 5068.312156 = -4479244.928370
  nChanged 915
		SP:Iteration 5Q (140102.360000 sec): 3 clusters
  Score: Raw -4484569.341910 + Penalty 5068.312156 = -4479501.029754
  nChanged 835
		SP:Iteration 6Q (140102.780000 sec): 3 clusters
  Score: Raw -4484821.963049 + Penalty 5068.312156 = -4479753.650892
  nChanged 874
		SP:Iteration 7Q (140103.250000 sec): 3 clusters
  Score: Raw -4485125.522823 + Penalty 5068.312156 = -4480057.210667
  nChanged 996
		SP:Iteration 8Q (140103.670000 sec): 3 clusters
  Score: Raw -4485513.371494 + Penalty 5068.312156 = -4480445.059338
  nChanged 1180
		SP:Iteration 9Q (140104.130000 sec): 3 clusters
  Score: Raw -4486087.383268 + Penalty 5068.312156 = -4481019.071112
  nChanged 1381
		SP:Iteration 10F (140104.510000 sec): 3 clusters
  Score: Raw -4486914.736427 + Penalty 5068.312156 = -4481846.424271
  nChanged 1621
		SP:Iteration 11F (140104.890000 sec): 3 clusters
  Score: Raw -4488069.503143 + Penalty 5068.312156 = -4483001.190987
  nChanged 1704
		SP:Iteration 12F (140105.270000 sec): 3 clusters
  Score: Raw -4489507.737678 + Penalty 5068.312156 = -4484439.425522
  nChanged 1548
		SP:Iteration 13F (140105.650000 sec): 3 clusters
  Score: Raw -4490909.152439 + Penalty 5068.312156 = -4485840.840283
  nChanged 1094
		SP:Iteration 14Q (140106.090000 sec): 3 clusters
  Score: Raw -4491869.246815 + Penalty 5068.312156 = -4486800.934659
  nChanged 707
		SP:Iteration 15Q (140106.480000 sec): 3 clusters
  Score: Raw -4492504.943503 + Penalty 5068.312156 = -4487436.631347
  nChanged 406
		SP:Iteration 16Q (140106.830000 sec): 3 clusters
  Score: Raw -4492873.066818 + Penalty 5068.312156 = -4487804.754661
  nChanged 192
		SP:Iteration 17Q (140107.230000 sec): 3 clusters
  Score: Raw -4493037.379866 + Penalty 5068.312156 = -4487969.067710
  nChanged 88
		SP:Iteration 18Q (140107.620000 sec): 3 clusters
  Score: Raw -4493121.179186 + Penalty 5068.312156 = -4488052.867030
  nChanged 60
		SP:Iteration 19Q (140108.010000 sec): 3 clusters
  Score: Raw -4493189.842487 + Penalty 5068.312156 = -4488121.530331
  nChanged 37
		SP:Iteration 20F (140108.410000 sec): 3 clusters
  Score: Raw -4493233.502602 + Penalty 5068.312156 = -4488165.190446
  nChanged 28
		SP:Iteration 21Q (140108.800000 sec): 3 clusters
  Score: Raw -4493270.445803 + Penalty 5068.312156 = -4488202.133647
  nChanged 18
		SP:Iteration 22Q (140109.190000 sec): 3 clusters
  Score: Raw -4493289.593386 + Penalty 5068.312156 = -4488221.281230
  nChanged 14
		SP:Iteration 23Q (140109.590000 sec): 3 clusters
  Score: Raw -4493308.046380 + Penalty 5068.312156 = -4488239.734224
  nChanged 12
		SP:Iteration 24Q (140109.990000 sec): 3 clusters
  Score: Raw -4493319.924495 + Penalty 5068.312156 = -4488251.612339
  nChanged 11
		SP:Iteration 25Q (140110.380000 sec): 3 clusters
  Score: Raw -4493331.191625 + Penalty 5068.312156 = -4488262.879469
  nChanged 6
		SP:Iteration 26Q (140110.770000 sec): 3 clusters
  Score: Raw -4493338.099777 + Penalty 5068.312156 = -4488269.787621
  nChanged 5
		SP:Iteration 27Q (140111.170000 sec): 3 clusters
  Score: Raw -4493346.659796 + Penalty 5068.312156 = -4488278.347640
  nChanged 0
		SP:Iteration 28F (140111.570000 sec): 3 clusters
  Score: Raw -4493346.659796 + Penalty 5068.312156 = -4488278.347640
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 38 (4981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140111.670000 sec): 2 clusters
  Score: Raw -697842.805747 + Penalty 2111.319716 = -695731.486031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140111.880000 sec): 3 clusters
  Score: Raw -695482.340344 + Penalty 4222.639433 = -691259.700911
  nChanged 1883
		SP:Iteration 1F (140112.080000 sec): 3 clusters
  Score: Raw -696773.577247 + Penalty 4222.639433 = -692550.937814
  nChanged 480
		SP:Iteration 2F (140112.280000 sec): 3 clusters
  Score: Raw -697314.600762 + Penalty 4222.639433 = -693091.961329
  nChanged 379
		SP:Iteration 3F (140112.480000 sec): 3 clusters
  Score: Raw -697795.979797 + Penalty 4222.639433 = -693573.340365
  nChanged 359
		SP:Iteration 4F (140112.690000 sec): 3 clusters
  Score: Raw -698187.482944 + Penalty 4222.639433 = -693964.843511
  nChanged 282
		SP:Iteration 5F (140112.890000 sec): 3 clusters
  Score: Raw -698478.652557 + Penalty 4222.639433 = -694256.013124
  nChanged 222
		SP:Iteration 6Q (140113.090000 sec): 3 clusters
  Score: Raw -698654.960729 + Penalty 4222.639433 = -694432.321296
  nChanged 142
		SP:Iteration 7Q (140113.290000 sec): 3 clusters
  Score: Raw -698747.893692 + Penalty 4222.639433 = -694525.254260
  nChanged 105
		SP:Iteration 8Q (140113.490000 sec): 3 clusters
  Score: Raw -698814.794755 + Penalty 4222.639433 = -694592.155322
  nChanged 73
		SP:Iteration 9Q (140113.700000 sec): 3 clusters
  Score: Raw -698850.381561 + Penalty 4222.639433 = -694627.742128
  nChanged 56
		SP:Iteration 10Q (140113.900000 sec): 3 clusters
  Score: Raw -698878.017422 + Penalty 4222.639433 = -694655.377989
  nChanged 54
		SP:Iteration 11Q (140114.100000 sec): 3 clusters
  Score: Raw -698899.826521 + Penalty 4222.639433 = -694677.187089
  nChanged 35
		SP:Iteration 12Q (140114.300000 sec): 3 clusters
  Score: Raw -698910.706731 + Penalty 4222.639433 = -694688.067298
  nChanged 25
		SP:Iteration 13Q (140114.500000 sec): 3 clusters
  Score: Raw -698919.144211 + Penalty 4222.639433 = -694696.504779
  nChanged 20
		SP:Iteration 14Q (140114.700000 sec): 3 clusters
  Score: Raw -698926.801251 + Penalty 4222.639433 = -694704.161819
  nChanged 21
		SP:Iteration 15Q (140114.900000 sec): 3 clusters
  Score: Raw -698932.846379 + Penalty 4222.639433 = -694710.206946
  nChanged 11
		SP:Iteration 16Q (140115.100000 sec): 3 clusters
  Score: Raw -698935.875750 + Penalty 4222.639433 = -694713.236318
  nChanged 5
		SP:Iteration 17Q (140115.300000 sec): 3 clusters
  Score: Raw -698937.635968 + Penalty 4222.639433 = -694714.996535
  nChanged 9
		SP:Iteration 18Q (140115.510000 sec): 3 clusters
  Score: Raw -698940.543588 + Penalty 4222.639433 = -694717.904155
  nChanged 5
		SP:Iteration 19Q (140115.710000 sec): 3 clusters
  Score: Raw -698941.949170 + Penalty 4222.639433 = -694719.309737
  nChanged 5
		SP:Iteration 20F (140115.910000 sec): 3 clusters
  Score: Raw -698943.335273 + Penalty 4222.639433 = -694720.695840
  nChanged 5
		SP:Iteration 21Q (140116.140000 sec): 3 clusters
  Score: Raw -698944.365441 + Penalty 4222.639433 = -694721.726008
  nChanged 0
		SP:Iteration 22F (140116.330000 sec): 3 clusters
  Score: Raw -698944.365441 + Penalty 4222.639433 = -694721.726008
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 39 (37922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140116.630000 sec): 2 clusters
  Score: Raw -6038494.295342 + Penalty 2614.735101 = -6035879.560241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140117.100000 sec): 3 clusters
  Score: Raw -6015394.410154 + Penalty 5229.470202 = -6010164.939952
  nChanged 17258
		SP:Iteration 1F (140117.480000 sec): 3 clusters
  Score: Raw -6024998.810494 + Penalty 5229.470202 = -6019769.340292
  nChanged 1988
		SP:Iteration 2F (140117.910000 sec): 3 clusters
  Score: Raw -6025798.046548 + Penalty 5229.470202 = -6020568.576346
  nChanged 2167
		SP:Iteration 3F (140118.360000 sec): 3 clusters
  Score: Raw -6026873.147148 + Penalty 5229.470202 = -6021643.676946
  nChanged 2382
		SP:Iteration 4F (140118.810000 sec): 3 clusters
  Score: Raw -6028256.440805 + Penalty 5229.470202 = -6023026.970603
  nChanged 2521
		SP:Iteration 5F (140119.240000 sec): 3 clusters
  Score: Raw -6029893.166061 + Penalty 5229.470202 = -6024663.695859
  nChanged 2514
		SP:Iteration 6F (140119.660000 sec): 3 clusters
  Score: Raw -6031653.708625 + Penalty 5229.470202 = -6026424.238423
  nChanged 2244
		SP:Iteration 7F (140120.060000 sec): 3 clusters
  Score: Raw -6033287.018238 + Penalty 5229.470202 = -6028057.548036
  nChanged 1920
		SP:Iteration 8F (140120.500000 sec): 3 clusters
  Score: Raw -6034714.181234 + Penalty 5229.470202 = -6029484.711032
  nChanged 1455
		SP:Iteration 9Q (140120.910000 sec): 3 clusters
  Score: Raw -6035803.132387 + Penalty 5229.470202 = -6030573.662185
  nChanged 1140
		SP:Iteration 10Q (140121.350000 sec): 3 clusters
  Score: Raw -6036615.221147 + Penalty 5229.470202 = -6031385.750945
  nChanged 868
		SP:Iteration 11Q (140121.770000 sec): 3 clusters
  Score: Raw -6037248.344173 + Penalty 5229.470202 = -6032018.873971
  nChanged 621
		SP:Iteration 12Q (140122.260000 sec): 3 clusters
  Score: Raw -6037689.745035 + Penalty 5229.470202 = -6032460.274833
  nChanged 418
		SP:Iteration 13Q (140122.640000 sec): 3 clusters
  Score: Raw -6037959.350661 + Penalty 5229.470202 = -6032729.880459
  nChanged 340
		SP:Iteration 14Q (140123.010000 sec): 3 clusters
  Score: Raw -6038174.124185 + Penalty 5229.470202 = -6032944.653983
  nChanged 248
		SP:Iteration 15Q (140123.380000 sec): 3 clusters
  Score: Raw -6038344.391345 + Penalty 5229.470202 = -6033114.921143
  nChanged 193
		SP:Iteration 16Q (140123.790000 sec): 3 clusters
  Score: Raw -6038487.853298 + Penalty 5229.470202 = -6033258.383096
  nChanged 125
		SP:Iteration 17Q (140124.140000 sec): 3 clusters
  Score: Raw -6038588.397782 + Penalty 5229.470202 = -6033358.927580
  nChanged 115
		SP:Iteration 18Q (140124.520000 sec): 3 clusters
  Score: Raw -6038677.591705 + Penalty 5229.470202 = -6033448.121503
  nChanged 91
		SP:Iteration 19Q (140124.900000 sec): 3 clusters
  Score: Raw -6038733.626870 + Penalty 5229.470202 = -6033504.156668
  nChanged 60
		SP:Iteration 20F (140125.300000 sec): 3 clusters
  Score: Raw -6038776.662200 + Penalty 5229.470202 = -6033547.191998
  nChanged 58
		SP:Iteration 21Q (140125.660000 sec): 3 clusters
  Score: Raw -6038816.619887 + Penalty 5229.470202 = -6033587.149685
  nChanged 51
		SP:Iteration 22Q (140125.990000 sec): 3 clusters
  Score: Raw -6038851.406140 + Penalty 5229.470202 = -6033621.935938
  nChanged 35
		SP:Iteration 23Q (140126.370000 sec): 3 clusters
  Score: Raw -6038873.482077 + Penalty 5229.470202 = -6033644.011875
  nChanged 32
		SP:Iteration 24Q (140126.720000 sec): 3 clusters
  Score: Raw -6038894.955472 + Penalty 5229.470202 = -6033665.485270
  nChanged 36
		SP:Iteration 25Q (140127.130000 sec): 3 clusters
  Score: Raw -6038918.864942 + Penalty 5229.470202 = -6033689.394740
  nChanged 28
		SP:Iteration 26Q (140127.450000 sec): 3 clusters
  Score: Raw -6038940.089729 + Penalty 5229.470202 = -6033710.619527
  nChanged 22
		SP:Iteration 27Q (140127.840000 sec): 3 clusters
  Score: Raw -6038952.359790 + Penalty 5229.470202 = -6033722.889588
  nChanged 15
		SP:Iteration 28Q (140128.230000 sec): 3 clusters
  Score: Raw -6038962.706800 + Penalty 5229.470202 = -6033733.236598
  nChanged 17
		SP:Iteration 29Q (140128.560000 sec): 3 clusters
  Score: Raw -6038969.877652 + Penalty 5229.470202 = -6033740.407450
  nChanged 10
		SP:Iteration 30Q (140128.930000 sec): 3 clusters
  Score: Raw -6038974.482745 + Penalty 5229.470202 = -6033745.012543
  nChanged 10
		SP:Iteration 31Q (140129.310000 sec): 3 clusters
  Score: Raw -6038978.540451 + Penalty 5229.470202 = -6033749.070249
  nChanged 2
		SP:Iteration 32Q (140129.680000 sec): 3 clusters
  Score: Raw -6038979.882038 + Penalty 5229.470202 = -6033750.411836
  nChanged 1
		SP:Iteration 33Q (140130.040000 sec): 3 clusters
  Score: Raw -6038980.271060 + Penalty 5229.470202 = -6033750.800858
  nChanged 0
		SP:Iteration 34F (140130.470000 sec): 3 clusters
  Score: Raw -6038980.271060 + Penalty 5229.470202 = -6033750.800858
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 40 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140130.590000 sec): 2 clusters
  Score: Raw -38173.107843 + Penalty 1443.380567 = -36729.727276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140130.780000 sec): 3 clusters
  Score: Raw -38576.349395 + Penalty 2886.761133 = -35689.588262
  nChanged 90
		SP:Iteration 1F (140130.920000 sec): 3 clusters
  Score: Raw -38848.054948 + Penalty 2886.761133 = -35961.293815
  nChanged 25
		SP:Iteration 2F (140131.050000 sec): 3 clusters
  Score: Raw -38983.792344 + Penalty 2886.761133 = -36097.031210
  nChanged 14
		SP:Iteration 3Q (140131.180000 sec): 3 clusters
  Score: Raw -39053.462906 + Penalty 2886.761133 = -36166.701772
  nChanged 7
		SP:Iteration 4Q (140131.380000 sec): 3 clusters
  Score: Raw -39112.831643 + Penalty 2886.761133 = -36226.070509
  nChanged 5
		SP:Iteration 5Q (140131.520000 sec): 3 clusters
  Score: Raw -39141.530453 + Penalty 2886.761133 = -36254.769320
  nChanged 6
		SP:Iteration 6Q (140131.740000 sec): 3 clusters
  Score: Raw -39152.629290 + Penalty 2886.761133 = -36265.868157
  nChanged 2
		SP:Iteration 7Q (140131.880000 sec): 3 clusters
  Score: Raw -39172.713398 + Penalty 2886.761133 = -36285.952264
  nChanged 1
		SP:Iteration 8Q (140132.020000 sec): 3 clusters
  Score: Raw -39189.825765 + Penalty 2886.761133 = -36303.064631
  nChanged 0
		SP:Iteration 9F (140132.110000 sec): 3 clusters
  Score: Raw -39189.825765 + Penalty 2886.761133 = -36303.064631
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 41 (33825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140132.410000 sec): 2 clusters
  Score: Raw -4996934.240116 + Penalty 2586.380952 = -4994347.859164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140132.800000 sec): 3 clusters
  Score: Raw -4976621.260693 + Penalty 5172.761905 = -4971448.498789
  nChanged 15310
		SP:Iteration 1F (140133.160000 sec): 3 clusters
  Score: Raw -4985650.148663 + Penalty 5172.761905 = -4980477.386759
  nChanged 2315
		SP:Iteration 2F (140133.550000 sec): 3 clusters
  Score: Raw -4987105.697863 + Penalty 5172.761905 = -4981932.935958
  nChanged 2450
		SP:Iteration 3F (140133.930000 sec): 3 clusters
  Score: Raw -4988746.478675 + Penalty 5172.761905 = -4983573.716771
  nChanged 2395
		SP:Iteration 4F (140134.300000 sec): 3 clusters
  Score: Raw -4990320.353590 + Penalty 5172.761905 = -4985147.591685
  nChanged 2164
		SP:Iteration 5F (140134.660000 sec): 3 clusters
  Score: Raw -4991532.079338 + Penalty 5172.761905 = -4986359.317433
  nChanged 1763
		SP:Iteration 6F (140135.030000 sec): 3 clusters
  Score: Raw -4992366.093201 + Penalty 5172.761905 = -4987193.331296
  nChanged 1312
		SP:Iteration 7Q (140135.410000 sec): 3 clusters
  Score: Raw -4992914.703975 + Penalty 5172.761905 = -4987741.942070
  nChanged 1075
		SP:Iteration 8Q (140135.810000 sec): 3 clusters
  Score: Raw -4993346.206910 + Penalty 5172.761905 = -4988173.445005
  nChanged 930
		SP:Iteration 9Q (140136.180000 sec): 3 clusters
  Score: Raw -4993723.142222 + Penalty 5172.761905 = -4988550.380317
  nChanged 816
		SP:Iteration 10Q (140136.570000 sec): 3 clusters
  Score: Raw -4994042.967442 + Penalty 5172.761905 = -4988870.205537
  nChanged 795
		SP:Iteration 11Q (140136.940000 sec): 3 clusters
  Score: Raw -4994354.914882 + Penalty 5172.761905 = -4989182.152977
  nChanged 734
		SP:Iteration 12Q (140137.330000 sec): 3 clusters
  Score: Raw -4994658.808326 + Penalty 5172.761905 = -4989486.046421
  nChanged 720
		SP:Iteration 13Q (140137.690000 sec): 3 clusters
  Score: Raw -4994987.289540 + Penalty 5172.761905 = -4989814.527635
  nChanged 709
		SP:Iteration 14Q (140138.130000 sec): 3 clusters
  Score: Raw -4995299.962044 + Penalty 5172.761905 = -4990127.200140
  nChanged 637
		SP:Iteration 15Q (140138.470000 sec): 3 clusters
  Score: Raw -4995605.308765 + Penalty 5172.761905 = -4990432.546860
  nChanged 651
		SP:Iteration 16Q (140138.840000 sec): 3 clusters
  Score: Raw -4995934.927199 + Penalty 5172.761905 = -4990762.165295
  nChanged 587
		SP:Iteration 17Q (140139.230000 sec): 3 clusters
  Score: Raw -4996235.928068 + Penalty 5172.761905 = -4991063.166164
  nChanged 566
		SP:Iteration 18Q (140139.560000 sec): 3 clusters
  Score: Raw -4996520.302043 + Penalty 5172.761905 = -4991347.540138
  nChanged 506
		SP:Iteration 19Q (140139.930000 sec): 3 clusters
  Score: Raw -4996762.447104 + Penalty 5172.761905 = -4991589.685200
  nChanged 419
		SP:Iteration 20F (140140.280000 sec): 3 clusters
  Score: Raw -4996946.073134 + Penalty 5172.761905 = -4991773.311229
  nChanged 351
		SP:Iteration 21Q (140140.630000 sec): 3 clusters
  Score: Raw -4997084.479139 + Penalty 5172.761905 = -4991911.717234
  nChanged 317
		SP:Iteration 22Q (140141.030000 sec): 3 clusters
  Score: Raw -4997207.559486 + Penalty 5172.761905 = -4992034.797582
  nChanged 263
		SP:Iteration 23Q (140141.430000 sec): 3 clusters
  Score: Raw -4997305.935920 + Penalty 5172.761905 = -4992133.174015
  nChanged 244
		SP:Iteration 24Q (140141.760000 sec): 3 clusters
  Score: Raw -4997395.735983 + Penalty 5172.761905 = -4992222.974078
  nChanged 201
		SP:Iteration 25Q (140142.080000 sec): 3 clusters
  Score: Raw -4997464.463788 + Penalty 5172.761905 = -4992291.701883
  nChanged 185
		SP:Iteration 26Q (140142.440000 sec): 3 clusters
  Score: Raw -4997529.347622 + Penalty 5172.761905 = -4992356.585717
  nChanged 168
		SP:Iteration 27Q (140142.830000 sec): 3 clusters
  Score: Raw -4997590.406661 + Penalty 5172.761905 = -4992417.644757
  nChanged 163
		SP:Iteration 28Q (140143.210000 sec): 3 clusters
  Score: Raw -4997651.319853 + Penalty 5172.761905 = -4992478.557948
  nChanged 170
		SP:Iteration 29Q (140143.550000 sec): 3 clusters
  Score: Raw -4997712.227854 + Penalty 5172.761905 = -4992539.465950
  nChanged 131
		SP:Iteration 30Q (140143.910000 sec): 3 clusters
  Score: Raw -4997755.149753 + Penalty 5172.761905 = -4992582.387849
  nChanged 111
		SP:Iteration 31Q (140144.270000 sec): 3 clusters
  Score: Raw -4997788.413697 + Penalty 5172.761905 = -4992615.651792
  nChanged 91
		SP:Iteration 32Q (140144.640000 sec): 3 clusters
  Score: Raw -4997816.406377 + Penalty 5172.761905 = -4992643.644473
  nChanged 95
		SP:Iteration 33Q (140144.990000 sec): 3 clusters
  Score: Raw -4997847.479548 + Penalty 5172.761905 = -4992674.717643
  nChanged 87
		SP:Iteration 34Q (140145.350000 sec): 3 clusters
  Score: Raw -4997876.265829 + Penalty 5172.761905 = -4992703.503925
  nChanged 72
		SP:Iteration 35Q (140145.710000 sec): 3 clusters
  Score: Raw -4997904.590101 + Penalty 5172.761905 = -4992731.828196
  nChanged 79
		SP:Iteration 36Q (140146.050000 sec): 3 clusters
  Score: Raw -4997934.586378 + Penalty 5172.761905 = -4992761.824473
  nChanged 63
		SP:Iteration 37Q (140146.400000 sec): 3 clusters
  Score: Raw -4997955.431441 + Penalty 5172.761905 = -4992782.669536
  nChanged 63
		SP:Iteration 38Q (140146.800000 sec): 3 clusters
  Score: Raw -4997972.663490 + Penalty 5172.761905 = -4992799.901585
  nChanged 50
		SP:Iteration 39Q (140147.100000 sec): 3 clusters
  Score: Raw -4997987.961879 + Penalty 5172.761905 = -4992815.199975
  nChanged 54
		SP:Iteration 40F (140147.500000 sec): 3 clusters
  Score: Raw -4998004.127361 + Penalty 5172.761905 = -4992831.365456
  nChanged 41
		SP:Iteration 41Q (140147.820000 sec): 3 clusters
  Score: Raw -4998016.768806 + Penalty 5172.761905 = -4992844.006901
  nChanged 43
		SP:Iteration 42Q (140148.200000 sec): 3 clusters
  Score: Raw -4998033.430773 + Penalty 5172.761905 = -4992860.668868
  nChanged 48
		SP:Iteration 43Q (140148.570000 sec): 3 clusters
  Score: Raw -4998047.787779 + Penalty 5172.761905 = -4992875.025874
  nChanged 44
		SP:Iteration 44Q (140148.910000 sec): 3 clusters
  Score: Raw -4998060.556942 + Penalty 5172.761905 = -4992887.795038
  nChanged 32
		SP:Iteration 45Q (140149.310000 sec): 3 clusters
  Score: Raw -4998068.753421 + Penalty 5172.761905 = -4992895.991517
  nChanged 23
		SP:Iteration 46Q (140149.620000 sec): 3 clusters
  Score: Raw -4998073.678847 + Penalty 5172.761905 = -4992900.916942
  nChanged 16
		SP:Iteration 47Q (140149.960000 sec): 3 clusters
  Score: Raw -4998078.381801 + Penalty 5172.761905 = -4992905.619897
  nChanged 23
		SP:Iteration 48Q (140150.350000 sec): 3 clusters
  Score: Raw -4998084.809360 + Penalty 5172.761905 = -4992912.047455
  nChanged 24
		SP:Iteration 49Q (140150.690000 sec): 3 clusters
  Score: Raw -4998091.931748 + Penalty 5172.761905 = -4992919.169843
  nChanged 22
		SP:Iteration 50Q (140151.060000 sec): 3 clusters
  Score: Raw -4998099.531148 + Penalty 5172.761905 = -4992926.769243
  nChanged 21
		SP:Iteration 51Q (140151.450000 sec): 3 clusters
  Score: Raw -4998105.546053 + Penalty 5172.761905 = -4992932.784149
  nChanged 13
		SP:Iteration 52Q (140151.810000 sec): 3 clusters
  Score: Raw -4998107.729380 + Penalty 5172.761905 = -4992934.967476
  nChanged 6
		SP:Iteration 53Q (140152.170000 sec): 3 clusters
  Score: Raw -4998108.953877 + Penalty 5172.761905 = -4992936.191973
  nChanged 7
		SP:Iteration 54Q (140152.510000 sec): 3 clusters
  Score: Raw -4998110.034139 + Penalty 5172.761905 = -4992937.272234
  nChanged 4
		SP:Iteration 55Q (140152.870000 sec): 3 clusters
  Score: Raw -4998110.973979 + Penalty 5172.761905 = -4992938.212074
  nChanged 5
		SP:Iteration 56Q (140153.220000 sec): 3 clusters
  Score: Raw -4998112.249851 + Penalty 5172.761905 = -4992939.487947
  nChanged 4
		SP:Iteration 57Q (140153.560000 sec): 3 clusters
  Score: Raw -4998112.992322 + Penalty 5172.761905 = -4992940.230418
  nChanged 6
		SP:Iteration 58Q (140153.900000 sec): 3 clusters
  Score: Raw -4998114.161245 + Penalty 5172.761905 = -4992941.399340
  nChanged 7
		SP:Iteration 59Q (140154.240000 sec): 3 clusters
  Score: Raw -4998115.508389 + Penalty 5172.761905 = -4992942.746485
  nChanged 4
		SP:Iteration 60F (140154.620000 sec): 3 clusters
  Score: Raw -4998116.171923 + Penalty 5172.761905 = -4992943.410018
  nChanged 2
		SP:Iteration 61Q (140154.990000 sec): 3 clusters
  Score: Raw -4998116.578125 + Penalty 5172.761905 = -4992943.816220
  nChanged 4
		SP:Iteration 62Q (140155.290000 sec): 3 clusters
  Score: Raw -4998117.108476 + Penalty 5172.761905 = -4992944.346571
  nChanged 1
		SP:Iteration 63Q (140155.620000 sec): 3 clusters
  Score: Raw -4998117.197067 + Penalty 5172.761905 = -4992944.435162
  nChanged 0
		SP:Iteration 64F (140155.970000 sec): 3 clusters
  Score: Raw -4998117.197067 + Penalty 5172.761905 = -4992944.435162
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 42 (3016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140156.060000 sec): 2 clusters
  Score: Raw -462039.074316 + Penalty 1986.898309 = -460052.176007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140156.190000 sec): 3 clusters
  Score: Raw -460801.923617 + Penalty 3973.796618 = -456828.126999
  nChanged 1057
		SP:Iteration 1F (140156.310000 sec): 3 clusters
  Score: Raw -461539.065681 + Penalty 3973.796618 = -457565.269063
  nChanged 225
		SP:Iteration 2F (140156.430000 sec): 3 clusters
  Score: Raw -461741.769547 + Penalty 3973.796618 = -457767.972929
  nChanged 175
		SP:Iteration 3F (140156.600000 sec): 3 clusters
  Score: Raw -461927.234388 + Penalty 3973.796618 = -457953.437770
  nChanged 145
		SP:Iteration 4Q (140156.740000 sec): 3 clusters
  Score: Raw -462093.505055 + Penalty 3973.796618 = -458119.708437
  nChanged 141
		SP:Iteration 5Q (140156.960000 sec): 3 clusters
  Score: Raw -462248.440554 + Penalty 3973.796618 = -458274.643937
  nChanged 120
		SP:Iteration 6Q (140157.120000 sec): 3 clusters
  Score: Raw -462357.533588 + Penalty 3973.796618 = -458383.736970
  nChanged 96
		SP:Iteration 7Q (140157.260000 sec): 3 clusters
  Score: Raw -462440.468596 + Penalty 3973.796618 = -458466.671978
  nChanged 84
		SP:Iteration 8Q (140157.430000 sec): 3 clusters
  Score: Raw -462511.070866 + Penalty 3973.796618 = -458537.274248
  nChanged 78
		SP:Iteration 9Q (140157.600000 sec): 3 clusters
  Score: Raw -462577.973403 + Penalty 3973.796618 = -458604.176785
  nChanged 57
		SP:Iteration 10Q (140157.740000 sec): 3 clusters
  Score: Raw -462618.282033 + Penalty 3973.796618 = -458644.485415
  nChanged 44
		SP:Iteration 11Q (140157.910000 sec): 3 clusters
  Score: Raw -462648.941431 + Penalty 3973.796618 = -458675.144813
  nChanged 36
		SP:Iteration 12Q (140158.090000 sec): 3 clusters
  Score: Raw -462674.750878 + Penalty 3973.796618 = -458700.954261
  nChanged 39
		SP:Iteration 13Q (140158.260000 sec): 3 clusters
  Score: Raw -462707.840763 + Penalty 3973.796618 = -458734.044145
  nChanged 51
		SP:Iteration 14Q (140158.370000 sec): 3 clusters
  Score: Raw -462762.713345 + Penalty 3973.796618 = -458788.916727
  nChanged 50
		SP:Iteration 15Q (140158.510000 sec): 3 clusters
  Score: Raw -462803.193227 + Penalty 3973.796618 = -458829.396609
  nChanged 46
		SP:Iteration 16Q (140158.650000 sec): 3 clusters
  Score: Raw -462835.252362 + Penalty 3973.796618 = -458861.455744
  nChanged 34
		SP:Iteration 17Q (140158.790000 sec): 3 clusters
  Score: Raw -462859.018158 + Penalty 3973.796618 = -458885.221540
  nChanged 21
		SP:Iteration 18Q (140158.930000 sec): 3 clusters
  Score: Raw -462871.964917 + Penalty 3973.796618 = -458898.168300
  nChanged 19
		SP:Iteration 19Q (140159.060000 sec): 3 clusters
  Score: Raw -462885.294106 + Penalty 3973.796618 = -458911.497488
  nChanged 15
		SP:Iteration 20F (140159.250000 sec): 3 clusters
  Score: Raw -462896.515717 + Penalty 3973.796618 = -458922.719099
  nChanged 18
		SP:Iteration 21Q (140159.380000 sec): 3 clusters
  Score: Raw -462907.982862 + Penalty 3973.796618 = -458934.186244
  nChanged 13
		SP:Iteration 22Q (140159.550000 sec): 3 clusters
  Score: Raw -462913.205115 + Penalty 3973.796618 = -458939.408497
  nChanged 11
		SP:Iteration 23Q (140159.770000 sec): 3 clusters
  Score: Raw -462918.251883 + Penalty 3973.796618 = -458944.455266
  nChanged 12
		SP:Iteration 24Q (140159.960000 sec): 3 clusters
  Score: Raw -462923.320026 + Penalty 3973.796618 = -458949.523408
  nChanged 6
		SP:Iteration 25Q (140160.110000 sec): 3 clusters
  Score: Raw -462925.499891 + Penalty 3973.796618 = -458951.703274
  nChanged 3
		SP:Iteration 26Q (140160.270000 sec): 3 clusters
  Score: Raw -462926.677962 + Penalty 3973.796618 = -458952.881344
  nChanged 2
		SP:Iteration 27Q (140160.410000 sec): 3 clusters
  Score: Raw -462927.781888 + Penalty 3973.796618 = -458953.985271
  nChanged 1
		SP:Iteration 28Q (140160.590000 sec): 3 clusters
  Score: Raw -462927.972522 + Penalty 3973.796618 = -458954.175905
  nChanged 0
		SP:Iteration 29F (140160.770000 sec): 3 clusters
  Score: Raw -462927.972522 + Penalty 3973.796618 = -458954.175905
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 43 (22545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140161.020000 sec): 2 clusters
  Score: Raw -3533973.390834 + Penalty 2485.770611 = -3531487.620223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140161.290000 sec): 3 clusters
  Score: Raw -3520729.899386 + Penalty 4971.541221 = -3515758.358165
  nChanged 9887
		SP:Iteration 1F (140161.610000 sec): 3 clusters
  Score: Raw -3525952.475611 + Penalty 4971.541221 = -3520980.934390
  nChanged 1110
		SP:Iteration 2Q (140161.890000 sec): 3 clusters
  Score: Raw -3526310.597871 + Penalty 4971.541221 = -3521339.056650
  nChanged 983
		SP:Iteration 3Q (140162.210000 sec): 3 clusters
  Score: Raw -3526605.522915 + Penalty 4971.541221 = -3521633.981694
  nChanged 784
		SP:Iteration 4Q (140162.510000 sec): 3 clusters
  Score: Raw -3526817.063435 + Penalty 4971.541221 = -3521845.522214
  nChanged 678
		SP:Iteration 5Q (140162.850000 sec): 3 clusters
  Score: Raw -3526991.266547 + Penalty 4971.541221 = -3522019.725326
  nChanged 617
		SP:Iteration 6Q (140163.170000 sec): 3 clusters
  Score: Raw -3527136.466434 + Penalty 4971.541221 = -3522164.925213
  nChanged 532
		SP:Iteration 7Q (140163.470000 sec): 3 clusters
  Score: Raw -3527255.173067 + Penalty 4971.541221 = -3522283.631846
  nChanged 490
		SP:Iteration 8Q (140163.760000 sec): 3 clusters
  Score: Raw -3527359.602831 + Penalty 4971.541221 = -3522388.061610
  nChanged 429
		SP:Iteration 9Q (140164.080000 sec): 3 clusters
  Score: Raw -3527451.691627 + Penalty 4971.541221 = -3522480.150406
  nChanged 424
		SP:Iteration 10Q (140164.400000 sec): 3 clusters
  Score: Raw -3527543.537130 + Penalty 4971.541221 = -3522571.995909
  nChanged 440
		SP:Iteration 11Q (140164.700000 sec): 3 clusters
  Score: Raw -3527648.896287 + Penalty 4971.541221 = -3522677.355065
  nChanged 484
		SP:Iteration 12Q (140165.000000 sec): 3 clusters
  Score: Raw -3527774.375303 + Penalty 4971.541221 = -3522802.834082
  nChanged 526
		SP:Iteration 13Q (140165.270000 sec): 3 clusters
  Score: Raw -3527925.004163 + Penalty 4971.541221 = -3522953.462942
  nChanged 711
		SP:Iteration 14Q (140165.590000 sec): 3 clusters
  Score: Raw -3528183.280230 + Penalty 4971.541221 = -3523211.739009
  nChanged 850
		SP:Iteration 15Q (140165.880000 sec): 3 clusters
  Score: Raw -3528542.662279 + Penalty 4971.541221 = -3523571.121058
  nChanged 1062
		SP:Iteration 16Q (140166.170000 sec): 3 clusters
  Score: Raw -3529110.442453 + Penalty 4971.541221 = -3524138.901232
  nChanged 1291
		SP:Iteration 17F (140166.430000 sec): 3 clusters
  Score: Raw -3529993.899008 + Penalty 4971.541221 = -3525022.357787
  nChanged 1458
		SP:Iteration 18F (140166.720000 sec): 3 clusters
  Score: Raw -3531183.163102 + Penalty 4971.541221 = -3526211.621881
  nChanged 1357
		SP:Iteration 19F (140167.020000 sec): 3 clusters
  Score: Raw -3532439.117866 + Penalty 4971.541221 = -3527467.576645
  nChanged 1017
		SP:Iteration 20F (140167.280000 sec): 3 clusters
  Score: Raw -3533419.861457 + Penalty 4971.541221 = -3528448.320236
  nChanged 613
		SP:Iteration 21Q (140167.540000 sec): 3 clusters
  Score: Raw -3533977.922333 + Penalty 4971.541221 = -3529006.381112
  nChanged 316
		SP:Iteration 22Q (140167.850000 sec): 3 clusters
  Score: Raw -3534237.102040 + Penalty 4971.541221 = -3529265.560819
  nChanged 169
		SP:Iteration 23Q (140168.130000 sec): 3 clusters
  Score: Raw -3534366.841753 + Penalty 4971.541221 = -3529395.300532
  nChanged 118
		SP:Iteration 24Q (140168.420000 sec): 3 clusters
  Score: Raw -3534461.109775 + Penalty 4971.541221 = -3529489.568554
  nChanged 83
		SP:Iteration 25Q (140168.770000 sec): 3 clusters
  Score: Raw -3534521.126102 + Penalty 4971.541221 = -3529549.584881
  nChanged 60
		SP:Iteration 26Q (140169.060000 sec): 3 clusters
  Score: Raw -3534565.968810 + Penalty 4971.541221 = -3529594.427589
  nChanged 39
		SP:Iteration 27Q (140169.310000 sec): 3 clusters
  Score: Raw -3534591.224816 + Penalty 4971.541221 = -3529619.683595
  nChanged 41
		SP:Iteration 28Q (140169.600000 sec): 3 clusters
  Score: Raw -3534616.261108 + Penalty 4971.541221 = -3529644.719887
  nChanged 32
		SP:Iteration 29Q (140169.850000 sec): 3 clusters
  Score: Raw -3534633.987181 + Penalty 4971.541221 = -3529662.445960
  nChanged 18
		SP:Iteration 30Q (140170.130000 sec): 3 clusters
  Score: Raw -3534643.007871 + Penalty 4971.541221 = -3529671.466650
  nChanged 12
		SP:Iteration 31Q (140170.390000 sec): 3 clusters
  Score: Raw -3534650.955181 + Penalty 4971.541221 = -3529679.413959
  nChanged 12
		SP:Iteration 32Q (140170.680000 sec): 3 clusters
  Score: Raw -3534657.990568 + Penalty 4971.541221 = -3529686.449347
  nChanged 8
		SP:Iteration 33Q (140170.980000 sec): 3 clusters
  Score: Raw -3534662.242392 + Penalty 4971.541221 = -3529690.701171
  nChanged 9
		SP:Iteration 34Q (140171.290000 sec): 3 clusters
  Score: Raw -3534667.395412 + Penalty 4971.541221 = -3529695.854191
  nChanged 8
		SP:Iteration 35Q (140171.580000 sec): 3 clusters
  Score: Raw -3534670.338126 + Penalty 4971.541221 = -3529698.796905
  nChanged 2
		SP:Iteration 36Q (140171.900000 sec): 3 clusters
  Score: Raw -3534671.325815 + Penalty 4971.541221 = -3529699.784594
  nChanged 5
		SP:Iteration 37Q (140172.200000 sec): 3 clusters
  Score: Raw -3534673.699341 + Penalty 4971.541221 = -3529702.158119
  nChanged 3
		SP:Iteration 38Q (140172.500000 sec): 3 clusters
  Score: Raw -3534675.739298 + Penalty 4971.541221 = -3529704.198077
  nChanged 1
		SP:Iteration 39Q (140172.820000 sec): 3 clusters
  Score: Raw -3534676.594586 + Penalty 4971.541221 = -3529705.053365
  nChanged 0
		SP:Iteration 40F (140173.080000 sec): 3 clusters
  Score: Raw -3534678.433158 + Penalty 4971.541221 = -3529706.891937
  nChanged 2
		SP:Iteration 41Q (140173.410000 sec): 3 clusters
  Score: Raw -3534679.494449 + Penalty 4971.541221 = -3529707.953228
  nChanged 0
		SP:Iteration 42F (140173.740000 sec): 3 clusters
  Score: Raw -3534679.494449 + Penalty 4971.541221 = -3529707.953228
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 44 (59960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140174.180000 sec): 2 clusters
  Score: Raw -9196120.858449 + Penalty 2728.355372 = -9193392.503077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140174.750000 sec): 3 clusters
  Score: Raw -9158387.926000 + Penalty 5456.710744 = -9152931.215256
  nChanged 28031
		SP:Iteration 1F (140175.300000 sec): 3 clusters
  Score: Raw -9174413.448667 + Penalty 5456.710744 = -9168956.737923
  nChanged 2924
		SP:Iteration 2Q (140175.920000 sec): 3 clusters
  Score: Raw -9175569.723683 + Penalty 5456.710744 = -9170113.012939
  nChanged 3140
		SP:Iteration 3F (140176.490000 sec): 3 clusters
  Score: Raw -9177049.922452 + Penalty 5456.710744 = -9171593.211708
  nChanged 3505
		SP:Iteration 4F (140177.010000 sec): 3 clusters
  Score: Raw -9178966.353693 + Penalty 5456.710744 = -9173509.642949
  nChanged 3750
		SP:Iteration 5F (140177.590000 sec): 3 clusters
  Score: Raw -9181438.742461 + Penalty 5456.710744 = -9175982.031717
  nChanged 4099
		SP:Iteration 6F (140178.170000 sec): 3 clusters
  Score: Raw -9184568.224479 + Penalty 5456.710744 = -9179111.513735
  nChanged 4089
		SP:Iteration 7F (140178.740000 sec): 3 clusters
  Score: Raw -9188023.260539 + Penalty 5456.710744 = -9182566.549795
  nChanged 3547
		SP:Iteration 8F (140179.340000 sec): 3 clusters
  Score: Raw -9191043.099209 + Penalty 5456.710744 = -9185586.388465
  nChanged 2577
		SP:Iteration 9Q (140179.910000 sec): 3 clusters
  Score: Raw -9193176.189455 + Penalty 5456.710744 = -9187719.478710
  nChanged 1719
		SP:Iteration 10Q (140180.430000 sec): 3 clusters
  Score: Raw -9194573.509581 + Penalty 5456.710744 = -9189116.798837
  nChanged 1146
		SP:Iteration 11Q (140181.000000 sec): 3 clusters
  Score: Raw -9195493.428322 + Penalty 5456.710744 = -9190036.717577
  nChanged 693
		SP:Iteration 12Q (140181.530000 sec): 3 clusters
  Score: Raw -9195998.991682 + Penalty 5456.710744 = -9190542.280938
  nChanged 430
		SP:Iteration 13Q (140182.110000 sec): 3 clusters
  Score: Raw -9196266.107571 + Penalty 5456.710744 = -9190809.396827
  nChanged 276
		SP:Iteration 14Q (140182.590000 sec): 3 clusters
  Score: Raw -9196413.981491 + Penalty 5456.710744 = -9190957.270746
  nChanged 215
		SP:Iteration 15Q (140183.140000 sec): 3 clusters
  Score: Raw -9196520.229552 + Penalty 5456.710744 = -9191063.518808
  nChanged 134
		SP:Iteration 16Q (140183.640000 sec): 3 clusters
  Score: Raw -9196573.693946 + Penalty 5456.710744 = -9191116.983202
  nChanged 81
		SP:Iteration 17Q (140184.190000 sec): 3 clusters
  Score: Raw -9196610.224900 + Penalty 5456.710744 = -9191153.514155
  nChanged 66
		SP:Iteration 18Q (140184.690000 sec): 3 clusters
  Score: Raw -9196641.034807 + Penalty 5456.710744 = -9191184.324063
  nChanged 59
		SP:Iteration 19Q (140185.250000 sec): 3 clusters
  Score: Raw -9196670.581531 + Penalty 5456.710744 = -9191213.870787
  nChanged 49
		SP:Iteration 20F (140185.770000 sec): 3 clusters
  Score: Raw -9196693.520579 + Penalty 5456.710744 = -9191236.809835
  nChanged 55
		SP:Iteration 21Q (140186.280000 sec): 3 clusters
  Score: Raw -9196716.425874 + Penalty 5456.710744 = -9191259.715129
  nChanged 48
		SP:Iteration 22Q (140186.810000 sec): 3 clusters
  Score: Raw -9196733.367199 + Penalty 5456.710744 = -9191276.656454
  nChanged 34
		SP:Iteration 23Q (140187.320000 sec): 3 clusters
  Score: Raw -9196747.354456 + Penalty 5456.710744 = -9191290.643711
  nChanged 30
		SP:Iteration 24Q (140187.740000 sec): 3 clusters
  Score: Raw -9196762.672589 + Penalty 5456.710744 = -9191305.961845
  nChanged 30
		SP:Iteration 25Q (140188.250000 sec): 3 clusters
  Score: Raw -9196774.941891 + Penalty 5456.710744 = -9191318.231147
  nChanged 18
		SP:Iteration 26Q (140188.720000 sec): 3 clusters
  Score: Raw -9196782.104608 + Penalty 5456.710744 = -9191325.393863
  nChanged 19
		SP:Iteration 27Q (140189.260000 sec): 3 clusters
  Score: Raw -9196788.249210 + Penalty 5456.710744 = -9191331.538466
  nChanged 17
		SP:Iteration 28Q (140189.670000 sec): 3 clusters
  Score: Raw -9196794.688367 + Penalty 5456.710744 = -9191337.977623
  nChanged 14
		SP:Iteration 29Q (140190.180000 sec): 3 clusters
  Score: Raw -9196799.393316 + Penalty 5456.710744 = -9191342.682571
  nChanged 15
		SP:Iteration 30Q (140190.680000 sec): 3 clusters
  Score: Raw -9196807.094951 + Penalty 5456.710744 = -9191350.384207
  nChanged 18
		SP:Iteration 31Q (140191.130000 sec): 3 clusters
  Score: Raw -9196818.122087 + Penalty 5456.710744 = -9191361.411343
  nChanged 21
		SP:Iteration 32Q (140191.670000 sec): 3 clusters
  Score: Raw -9196828.215312 + Penalty 5456.710744 = -9191371.504567
  nChanged 16
		SP:Iteration 33Q (140192.170000 sec): 3 clusters
  Score: Raw -9196833.711574 + Penalty 5456.710744 = -9191377.000830
  nChanged 18
		SP:Iteration 34Q (140192.680000 sec): 3 clusters
  Score: Raw -9196840.356450 + Penalty 5456.710744 = -9191383.645706
  nChanged 11
		SP:Iteration 35Q (140193.180000 sec): 3 clusters
  Score: Raw -9196845.139286 + Penalty 5456.710744 = -9191388.428542
  nChanged 14
		SP:Iteration 36Q (140193.640000 sec): 3 clusters
  Score: Raw -9196848.685911 + Penalty 5456.710744 = -9191391.975166
  nChanged 9
		SP:Iteration 37Q (140194.210000 sec): 3 clusters
  Score: Raw -9196850.631583 + Penalty 5456.710744 = -9191393.920839
  nChanged 2
		SP:Iteration 38Q (140194.720000 sec): 3 clusters
  Score: Raw -9196851.425606 + Penalty 5456.710744 = -9191394.714862
  nChanged 2
		SP:Iteration 39Q (140195.220000 sec): 3 clusters
  Score: Raw -9196851.829868 + Penalty 5456.710744 = -9191395.119124
  nChanged 1
		SP:Iteration 40F (140195.750000 sec): 3 clusters
  Score: Raw -9196852.002188 + Penalty 5456.710744 = -9191395.291444
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 45 (6891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140195.900000 sec): 2 clusters
  Score: Raw -1077719.300289 + Penalty 2191.816930 = -1075527.483359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140196.080000 sec): 3 clusters
  Score: Raw -1074247.690342 + Penalty 4383.633860 = -1069864.056482
  nChanged 2742
		SP:Iteration 1F (140196.300000 sec): 3 clusters
  Score: Raw -1075746.971694 + Penalty 4383.633860 = -1071363.337835
  nChanged 520
		SP:Iteration 2F (140196.470000 sec): 3 clusters
  Score: Raw -1076026.165042 + Penalty 4383.633860 = -1071642.531182
  nChanged 338
		SP:Iteration 3Q (140196.710000 sec): 3 clusters
  Score: Raw -1076180.044635 + Penalty 4383.633860 = -1071796.410776
  nChanged 250
		SP:Iteration 4Q (140196.870000 sec): 3 clusters
  Score: Raw -1076306.550438 + Penalty 4383.633860 = -1071922.916578
  nChanged 244
		SP:Iteration 5Q (140197.100000 sec): 3 clusters
  Score: Raw -1076420.546054 + Penalty 4383.633860 = -1072036.912195
  nChanged 183
		SP:Iteration 6Q (140197.260000 sec): 3 clusters
  Score: Raw -1076505.421643 + Penalty 4383.633860 = -1072121.787784
  nChanged 168
		SP:Iteration 7Q (140197.470000 sec): 3 clusters
  Score: Raw -1076576.864713 + Penalty 4383.633860 = -1072193.230853
  nChanged 166
		SP:Iteration 8Q (140197.690000 sec): 3 clusters
  Score: Raw -1076653.611243 + Penalty 4383.633860 = -1072269.977383
  nChanged 175
		SP:Iteration 9Q (140197.890000 sec): 3 clusters
  Score: Raw -1076763.266568 + Penalty 4383.633860 = -1072379.632709
  nChanged 223
		SP:Iteration 10Q (140198.150000 sec): 3 clusters
  Score: Raw -1076927.333983 + Penalty 4383.633860 = -1072543.700124
  nChanged 291
		SP:Iteration 11Q (140198.340000 sec): 3 clusters
  Score: Raw -1077171.302898 + Penalty 4383.633860 = -1072787.669038
  nChanged 343
		SP:Iteration 12Q (140198.540000 sec): 3 clusters
  Score: Raw -1077458.008953 + Penalty 4383.633860 = -1073074.375093
  nChanged 360
		SP:Iteration 13F (140198.740000 sec): 3 clusters
  Score: Raw -1077783.335406 + Penalty 4383.633860 = -1073399.701546
  nChanged 336
		SP:Iteration 14Q (140198.960000 sec): 3 clusters
  Score: Raw -1078129.159142 + Penalty 4383.633860 = -1073745.525282
  nChanged 321
		SP:Iteration 15Q (140199.190000 sec): 3 clusters
  Score: Raw -1078461.303359 + Penalty 4383.633860 = -1074077.669499
  nChanged 287
		SP:Iteration 16Q (140199.410000 sec): 3 clusters
  Score: Raw -1078705.612595 + Penalty 4383.633860 = -1074321.978735
  nChanged 261
		SP:Iteration 17Q (140199.670000 sec): 3 clusters
  Score: Raw -1078873.458509 + Penalty 4383.633860 = -1074489.824649
  nChanged 166
		SP:Iteration 18Q (140199.850000 sec): 3 clusters
  Score: Raw -1078958.704309 + Penalty 4383.633860 = -1074575.070449
  nChanged 120
		SP:Iteration 19Q (140200.120000 sec): 3 clusters
  Score: Raw -1079008.984576 + Penalty 4383.633860 = -1074625.350717
  nChanged 95
		SP:Iteration 20F (140200.350000 sec): 3 clusters
  Score: Raw -1079047.638223 + Penalty 4383.633860 = -1074664.004363
  nChanged 79
		SP:Iteration 21Q (140200.580000 sec): 3 clusters
  Score: Raw -1079078.546482 + Penalty 4383.633860 = -1074694.912622
  nChanged 53
		SP:Iteration 22Q (140200.740000 sec): 3 clusters
  Score: Raw -1079095.411607 + Penalty 4383.633860 = -1074711.777747
  nChanged 48
		SP:Iteration 23Q (140200.960000 sec): 3 clusters
  Score: Raw -1079110.983745 + Penalty 4383.633860 = -1074727.349886
  nChanged 44
		SP:Iteration 24Q (140201.160000 sec): 3 clusters
  Score: Raw -1079124.526795 + Penalty 4383.633860 = -1074740.892935
  nChanged 38
		SP:Iteration 25Q (140201.390000 sec): 3 clusters
  Score: Raw -1079134.928013 + Penalty 4383.633860 = -1074751.294153
  nChanged 35
		SP:Iteration 26Q (140201.590000 sec): 3 clusters
  Score: Raw -1079145.078575 + Penalty 4383.633860 = -1074761.444715
  nChanged 29
		SP:Iteration 27Q (140201.780000 sec): 3 clusters
  Score: Raw -1079152.655910 + Penalty 4383.633860 = -1074769.022051
  nChanged 26
		SP:Iteration 28Q (140201.990000 sec): 3 clusters
  Score: Raw -1079159.462343 + Penalty 4383.633860 = -1074775.828483
  nChanged 23
		SP:Iteration 29Q (140202.170000 sec): 3 clusters
  Score: Raw -1079164.571630 + Penalty 4383.633860 = -1074780.937771
  nChanged 22
		SP:Iteration 30Q (140202.370000 sec): 3 clusters
  Score: Raw -1079170.980881 + Penalty 4383.633860 = -1074787.347021
  nChanged 18
		SP:Iteration 31Q (140202.560000 sec): 3 clusters
  Score: Raw -1079175.689970 + Penalty 4383.633860 = -1074792.056110
  nChanged 20
		SP:Iteration 32Q (140202.750000 sec): 3 clusters
  Score: Raw -1079179.558481 + Penalty 4383.633860 = -1074795.924622
  nChanged 18
		SP:Iteration 33Q (140202.980000 sec): 3 clusters
  Score: Raw -1079183.823714 + Penalty 4383.633860 = -1074800.189855
  nChanged 12
		SP:Iteration 34Q (140203.150000 sec): 3 clusters
  Score: Raw -1079186.546336 + Penalty 4383.633860 = -1074802.912477
  nChanged 9
		SP:Iteration 35Q (140203.350000 sec): 3 clusters
  Score: Raw -1079188.209424 + Penalty 4383.633860 = -1074804.575564
  nChanged 6
		SP:Iteration 36Q (140203.490000 sec): 3 clusters
  Score: Raw -1079189.664033 + Penalty 4383.633860 = -1074806.030173
  nChanged 9
		SP:Iteration 37Q (140203.700000 sec): 3 clusters
  Score: Raw -1079192.003078 + Penalty 4383.633860 = -1074808.369219
  nChanged 10
		SP:Iteration 38Q (140203.890000 sec): 3 clusters
  Score: Raw -1079194.145825 + Penalty 4383.633860 = -1074810.511965
  nChanged 7
		SP:Iteration 39Q (140204.080000 sec): 3 clusters
  Score: Raw -1079195.414655 + Penalty 4383.633860 = -1074811.780795
  nChanged 7
		SP:Iteration 40F (140204.190000 sec): 3 clusters
  Score: Raw -1079197.406820 + Penalty 4383.633860 = -1074813.772960
  nChanged 9
		SP:Iteration 41Q (140204.410000 sec): 3 clusters
  Score: Raw -1079199.273456 + Penalty 4383.633860 = -1074815.639596
  nChanged 13
		SP:Iteration 42Q (140204.530000 sec): 3 clusters
  Score: Raw -1079202.990112 + Penalty 4383.633860 = -1074819.356253
  nChanged 12
		SP:Iteration 43Q (140204.730000 sec): 3 clusters
  Score: Raw -1079205.621049 + Penalty 4383.633860 = -1074821.987189
  nChanged 8
		SP:Iteration 44Q (140204.850000 sec): 3 clusters
  Score: Raw -1079207.086320 + Penalty 4383.633860 = -1074823.452461
  nChanged 6
		SP:Iteration 45Q (140205.060000 sec): 3 clusters
  Score: Raw -1079208.284532 + Penalty 4383.633860 = -1074824.650672
  nChanged 6
		SP:Iteration 46Q (140205.180000 sec): 3 clusters
  Score: Raw -1079209.450484 + Penalty 4383.633860 = -1074825.816625
  nChanged 2
		SP:Iteration 47Q (140205.390000 sec): 3 clusters
  Score: Raw -1079209.943028 + Penalty 4383.633860 = -1074826.309169
  nChanged 4
		SP:Iteration 48Q (140205.560000 sec): 3 clusters
  Score: Raw -1079210.720294 + Penalty 4383.633860 = -1074827.086434
  nChanged 5
		SP:Iteration 49Q (140205.690000 sec): 3 clusters
  Score: Raw -1079211.558707 + Penalty 4383.633860 = -1074827.924847
  nChanged 6
		SP:Iteration 50Q (140205.870000 sec): 3 clusters
  Score: Raw -1079212.440631 + Penalty 4383.633860 = -1074828.806771
  nChanged 5
		SP:Iteration 51Q (140206.010000 sec): 3 clusters
  Score: Raw -1079213.530930 + Penalty 4383.633860 = -1074829.897071
  nChanged 3
		SP:Iteration 52Q (140206.210000 sec): 3 clusters
  Score: Raw -1079214.003180 + Penalty 4383.633860 = -1074830.369320
  nChanged 3
		SP:Iteration 53Q (140206.450000 sec): 3 clusters
  Score: Raw -1079214.344801 + Penalty 4383.633860 = -1074830.710942
  nChanged 3
		SP:Iteration 54Q (140206.660000 sec): 3 clusters
  Score: Raw -1079214.827110 + Penalty 4383.633860 = -1074831.193250
  nChanged 5
		SP:Iteration 55Q (140206.830000 sec): 3 clusters
  Score: Raw -1079215.673520 + Penalty 4383.633860 = -1074832.039660
  nChanged 5
		SP:Iteration 56Q (140207.000000 sec): 3 clusters
  Score: Raw -1079217.097529 + Penalty 4383.633860 = -1074833.463669
  nChanged 5
		SP:Iteration 57Q (140207.170000 sec): 3 clusters
  Score: Raw -1079217.990391 + Penalty 4383.633860 = -1074834.356531
  nChanged 5
		SP:Iteration 58Q (140207.360000 sec): 3 clusters
  Score: Raw -1079218.526564 + Penalty 4383.633860 = -1074834.892705
  nChanged 2
		SP:Iteration 59Q (140207.520000 sec): 3 clusters
  Score: Raw -1079218.955656 + Penalty 4383.633860 = -1074835.321796
  nChanged 3
		SP:Iteration 60F (140207.710000 sec): 3 clusters
  Score: Raw -1079219.398423 + Penalty 4383.633860 = -1074835.764564
  nChanged 2
		SP:Iteration 61Q (140207.960000 sec): 3 clusters
  Score: Raw -1079219.823533 + Penalty 4383.633860 = -1074836.189673
  nChanged 0
		SP:Iteration 62F (140208.140000 sec): 3 clusters
  Score: Raw -1079219.823533 + Penalty 4383.633860 = -1074836.189673
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 46 (3173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140208.260000 sec): 2 clusters
  Score: Raw -479851.214231 + Penalty 1999.483332 = -477851.730899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140208.460000 sec): 3 clusters
  Score: Raw -478506.577829 + Penalty 3998.966665 = -474507.611165
  nChanged 1134
		SP:Iteration 1F (140208.670000 sec): 3 clusters
  Score: Raw -479238.244237 + Penalty 3998.966665 = -475239.277572
  nChanged 280
		SP:Iteration 2F (140208.830000 sec): 3 clusters
  Score: Raw -479455.763358 + Penalty 3998.966665 = -475456.796694
  nChanged 182
		SP:Iteration 3F (140208.990000 sec): 3 clusters
  Score: Raw -479610.926697 + Penalty 3998.966665 = -475611.960033
  nChanged 136
		SP:Iteration 4Q (140209.160000 sec): 3 clusters
  Score: Raw -479712.290791 + Penalty 3998.966665 = -475713.324127
  nChanged 120
		SP:Iteration 5Q (140209.320000 sec): 3 clusters
  Score: Raw -479805.421594 + Penalty 3998.966665 = -475806.454930
  nChanged 84
		SP:Iteration 6Q (140209.470000 sec): 3 clusters
  Score: Raw -479867.629195 + Penalty 3998.966665 = -475868.662530
  nChanged 74
		SP:Iteration 7Q (140209.650000 sec): 3 clusters
  Score: Raw -479919.231250 + Penalty 3998.966665 = -475920.264586
  nChanged 57
		SP:Iteration 8Q (140209.840000 sec): 3 clusters
  Score: Raw -479958.809621 + Penalty 3998.966665 = -475959.842956
  nChanged 55
		SP:Iteration 9Q (140210.040000 sec): 3 clusters
  Score: Raw -479993.355598 + Penalty 3998.966665 = -475994.388933
  nChanged 55
		SP:Iteration 10Q (140210.180000 sec): 3 clusters
  Score: Raw -480027.351037 + Penalty 3998.966665 = -476028.384372
  nChanged 46
		SP:Iteration 11Q (140210.350000 sec): 3 clusters
  Score: Raw -480048.977164 + Penalty 3998.966665 = -476050.010500
  nChanged 33
		SP:Iteration 12Q (140210.570000 sec): 3 clusters
  Score: Raw -480065.411191 + Penalty 3998.966665 = -476066.444527
  nChanged 26
		SP:Iteration 13Q (140210.710000 sec): 3 clusters
  Score: Raw -480082.170519 + Penalty 3998.966665 = -476083.203855
  nChanged 27
		SP:Iteration 14Q (140210.920000 sec): 3 clusters
  Score: Raw -480098.951586 + Penalty 3998.966665 = -476099.984921
  nChanged 25
		SP:Iteration 15Q (140211.080000 sec): 3 clusters
  Score: Raw -480115.050769 + Penalty 3998.966665 = -476116.084104
  nChanged 27
		SP:Iteration 16Q (140211.250000 sec): 3 clusters
  Score: Raw -480129.134950 + Penalty 3998.966665 = -476130.168285
  nChanged 26
		SP:Iteration 17Q (140211.420000 sec): 3 clusters
  Score: Raw -480142.103365 + Penalty 3998.966665 = -476143.136700
  nChanged 21
		SP:Iteration 18Q (140211.590000 sec): 3 clusters
  Score: Raw -480154.195613 + Penalty 3998.966665 = -476155.228948
  nChanged 19
		SP:Iteration 19Q (140211.810000 sec): 3 clusters
  Score: Raw -480163.154404 + Penalty 3998.966665 = -476164.187740
  nChanged 14
		SP:Iteration 20F (140212.010000 sec): 3 clusters
  Score: Raw -480171.735453 + Penalty 3998.966665 = -476172.768788
  nChanged 20
		SP:Iteration 21Q (140212.150000 sec): 3 clusters
  Score: Raw -480185.135879 + Penalty 3998.966665 = -476186.169214
  nChanged 27
		SP:Iteration 22Q (140212.380000 sec): 3 clusters
  Score: Raw -480198.654076 + Penalty 3998.966665 = -476199.687412
  nChanged 19
		SP:Iteration 23Q (140212.520000 sec): 3 clusters
  Score: Raw -480205.279333 + Penalty 3998.966665 = -476206.312668
  nChanged 15
		SP:Iteration 24Q (140212.720000 sec): 3 clusters
  Score: Raw -480212.226718 + Penalty 3998.966665 = -476213.260053
  nChanged 9
		SP:Iteration 25Q (140212.890000 sec): 3 clusters
  Score: Raw -480217.637791 + Penalty 3998.966665 = -476218.671126
  nChanged 11
		SP:Iteration 26Q (140213.070000 sec): 3 clusters
  Score: Raw -480222.238387 + Penalty 3998.966665 = -476223.271722
  nChanged 9
		SP:Iteration 27Q (140213.250000 sec): 3 clusters
  Score: Raw -480226.472440 + Penalty 3998.966665 = -476227.505775
  nChanged 10
		SP:Iteration 28Q (140213.390000 sec): 3 clusters
  Score: Raw -480229.979196 + Penalty 3998.966665 = -476231.012531
  nChanged 6
		SP:Iteration 29Q (140213.530000 sec): 3 clusters
  Score: Raw -480232.068881 + Penalty 3998.966665 = -476233.102217
  nChanged 5
		SP:Iteration 30Q (140213.680000 sec): 3 clusters
  Score: Raw -480234.087299 + Penalty 3998.966665 = -476235.120635
  nChanged 6
		SP:Iteration 31Q (140213.840000 sec): 3 clusters
  Score: Raw -480236.668792 + Penalty 3998.966665 = -476237.702128
  nChanged 7
		SP:Iteration 32Q (140214.020000 sec): 3 clusters
  Score: Raw -480239.014641 + Penalty 3998.966665 = -476240.047977
  nChanged 10
		SP:Iteration 33Q (140214.190000 sec): 3 clusters
  Score: Raw -480244.276409 + Penalty 3998.966665 = -476245.309745
  nChanged 11
		SP:Iteration 34Q (140214.370000 sec): 3 clusters
  Score: Raw -480250.583190 + Penalty 3998.966665 = -476251.616525
  nChanged 16
		SP:Iteration 35Q (140214.550000 sec): 3 clusters
  Score: Raw -480260.223663 + Penalty 3998.966665 = -476261.256999
  nChanged 12
		SP:Iteration 36Q (140214.720000 sec): 3 clusters
  Score: Raw -480265.149937 + Penalty 3998.966665 = -476266.183272
  nChanged 14
		SP:Iteration 37Q (140214.860000 sec): 3 clusters
  Score: Raw -480272.708870 + Penalty 3998.966665 = -476273.742205
  nChanged 11
		SP:Iteration 38Q (140214.970000 sec): 3 clusters
  Score: Raw -480277.294277 + Penalty 3998.966665 = -476278.327612
  nChanged 6
		SP:Iteration 39Q (140215.110000 sec): 3 clusters
  Score: Raw -480280.518743 + Penalty 3998.966665 = -476281.552079
  nChanged 4
		SP:Iteration 40F (140215.340000 sec): 3 clusters
  Score: Raw -480282.761364 + Penalty 3998.966665 = -476283.794699
  nChanged 4
		SP:Iteration 41Q (140215.530000 sec): 3 clusters
  Score: Raw -480284.300396 + Penalty 3998.966665 = -476285.333732
  nChanged 3
		SP:Iteration 42Q (140215.700000 sec): 3 clusters
  Score: Raw -480286.722293 + Penalty 3998.966665 = -476287.755628
  nChanged 9
		SP:Iteration 43Q (140215.910000 sec): 3 clusters
  Score: Raw -480289.325498 + Penalty 3998.966665 = -476290.358834
  nChanged 4
		SP:Iteration 44Q (140216.110000 sec): 3 clusters
  Score: Raw -480290.832870 + Penalty 3998.966665 = -476291.866206
  nChanged 4
		SP:Iteration 45Q (140216.320000 sec): 3 clusters
  Score: Raw -480292.016692 + Penalty 3998.966665 = -476293.050027
  nChanged 4
		SP:Iteration 46Q (140216.470000 sec): 3 clusters
  Score: Raw -480293.272603 + Penalty 3998.966665 = -476294.305938
  nChanged 1
		SP:Iteration 47Q (140216.660000 sec): 3 clusters
  Score: Raw -480293.622802 + Penalty 3998.966665 = -476294.656137
  nChanged 2
		SP:Iteration 48Q (140216.850000 sec): 3 clusters
  Score: Raw -480294.346193 + Penalty 3998.966665 = -476295.379529
  nChanged 1
		SP:Iteration 49Q (140217.070000 sec): 3 clusters
  Score: Raw -480294.896937 + Penalty 3998.966665 = -476295.930273
  nChanged 2
		SP:Iteration 50Q (140217.270000 sec): 3 clusters
  Score: Raw -480295.914143 + Penalty 3998.966665 = -476296.947479
  nChanged 3
		SP:Iteration 51Q (140217.450000 sec): 3 clusters
  Score: Raw -480297.238798 + Penalty 3998.966665 = -476298.272133
  nChanged 3
		SP:Iteration 52Q (140217.610000 sec): 3 clusters
  Score: Raw -480298.432601 + Penalty 3998.966665 = -476299.465937
  nChanged 5
		SP:Iteration 53Q (140217.740000 sec): 3 clusters
  Score: Raw -480300.565783 + Penalty 3998.966665 = -476301.599118
  nChanged 8
		SP:Iteration 54Q (140217.880000 sec): 3 clusters
  Score: Raw -480303.858731 + Penalty 3998.966665 = -476304.892066
  nChanged 6
		SP:Iteration 55Q (140218.070000 sec): 3 clusters
  Score: Raw -480305.643258 + Penalty 3998.966665 = -476306.676594
  nChanged 3
		SP:Iteration 56Q (140218.240000 sec): 3 clusters
  Score: Raw -480306.967360 + Penalty 3998.966665 = -476308.000696
  nChanged 4
		SP:Iteration 57Q (140218.390000 sec): 3 clusters
  Score: Raw -480309.618945 + Penalty 3998.966665 = -476310.652281
  nChanged 5
		SP:Iteration 58Q (140218.550000 sec): 3 clusters
  Score: Raw -480312.424007 + Penalty 3998.966665 = -476313.457342
  nChanged 6
		SP:Iteration 59Q (140218.710000 sec): 3 clusters
  Score: Raw -480318.608798 + Penalty 3998.966665 = -476319.642133
  nChanged 9
		SP:Iteration 60F (140218.870000 sec): 3 clusters
  Score: Raw -480322.024477 + Penalty 3998.966665 = -476323.057813
  nChanged 7
		SP:Iteration 61Q (140219.030000 sec): 3 clusters
  Score: Raw -480327.537676 + Penalty 3998.966665 = -476328.571011
  nChanged 8
		SP:Iteration 62Q (140219.200000 sec): 3 clusters
  Score: Raw -480331.590857 + Penalty 3998.966665 = -476332.624193
  nChanged 6
		SP:Iteration 63Q (140219.430000 sec): 3 clusters
  Score: Raw -480334.801520 + Penalty 3998.966665 = -476335.834855
  nChanged 3
		SP:Iteration 64Q (140219.590000 sec): 3 clusters
  Score: Raw -480336.117869 + Penalty 3998.966665 = -476337.151204
  nChanged 4
		SP:Iteration 65Q (140219.790000 sec): 3 clusters
  Score: Raw -480338.724718 + Penalty 3998.966665 = -476339.758054
  nChanged 5
		SP:Iteration 66Q (140219.950000 sec): 3 clusters
  Score: Raw -480341.320383 + Penalty 3998.966665 = -476342.353718
  nChanged 6
		SP:Iteration 67Q (140220.120000 sec): 3 clusters
  Score: Raw -480343.098912 + Penalty 3998.966665 = -476344.132247
  nChanged 2
		SP:Iteration 68Q (140220.290000 sec): 3 clusters
  Score: Raw -480344.085396 + Penalty 3998.966665 = -476345.118732
  nChanged 1
		SP:Iteration 69Q (140220.460000 sec): 3 clusters
  Score: Raw -480344.777960 + Penalty 3998.966665 = -476345.811295
  nChanged 1
		SP:Iteration 70Q (140220.640000 sec): 3 clusters
  Score: Raw -480345.151239 + Penalty 3998.966665 = -476346.184574
  nChanged 1
		SP:Iteration 71Q (140220.850000 sec): 3 clusters
  Score: Raw -480345.548475 + Penalty 3998.966665 = -476346.581810
  nChanged 1
		SP:Iteration 72Q (140221.010000 sec): 3 clusters
  Score: Raw -480345.793659 + Penalty 3998.966665 = -476346.826994
  nChanged 1
		SP:Iteration 73Q (140221.220000 sec): 3 clusters
  Score: Raw -480345.995476 + Penalty 3998.966665 = -476347.028811
  nChanged 0
		SP:Iteration 74F (140221.390000 sec): 3 clusters
  Score: Raw -480345.995476 + Penalty 3998.966665 = -476347.028811
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 47 (23510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140221.610000 sec): 2 clusters
  Score: Raw -3742539.167321 + Penalty 2496.164923 = -3740043.002398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140221.940000 sec): 3 clusters
  Score: Raw -3728871.133339 + Penalty 4992.329846 = -3723878.803493
  nChanged 10363
		SP:Iteration 1F (140222.230000 sec): 3 clusters
  Score: Raw -3735153.384568 + Penalty 4992.329846 = -3730161.054722
  nChanged 1701
		SP:Iteration 2F (140222.590000 sec): 3 clusters
  Score: Raw -3736545.803858 + Penalty 4992.329846 = -3731553.474012
  nChanged 1875
		SP:Iteration 3F (140222.940000 sec): 3 clusters
  Score: Raw -3738303.913607 + Penalty 4992.329846 = -3733311.583760
  nChanged 1845
		SP:Iteration 4F (140223.250000 sec): 3 clusters
  Score: Raw -3739961.284946 + Penalty 4992.329846 = -3734968.955100
  nChanged 1683
		SP:Iteration 5F (140223.530000 sec): 3 clusters
  Score: Raw -3741375.401615 + Penalty 4992.329846 = -3736383.071769
  nChanged 1367
		SP:Iteration 6F (140223.850000 sec): 3 clusters
  Score: Raw -3742495.142541 + Penalty 4992.329846 = -3737502.812695
  nChanged 1114
		SP:Iteration 7Q (140224.190000 sec): 3 clusters
  Score: Raw -3743303.224531 + Penalty 4992.329846 = -3738310.894685
  nChanged 854
		SP:Iteration 8Q (140224.500000 sec): 3 clusters
  Score: Raw -3743797.222901 + Penalty 4992.329846 = -3738804.893055
  nChanged 632
		SP:Iteration 9Q (140224.790000 sec): 3 clusters
  Score: Raw -3744086.789733 + Penalty 4992.329846 = -3739094.459887
  nChanged 469
		SP:Iteration 10Q (140225.110000 sec): 3 clusters
  Score: Raw -3744259.131890 + Penalty 4992.329846 = -3739266.802044
  nChanged 348
		SP:Iteration 11Q (140225.450000 sec): 3 clusters
  Score: Raw -3744364.532982 + Penalty 4992.329846 = -3739372.203136
  nChanged 258
		SP:Iteration 12Q (140225.770000 sec): 3 clusters
  Score: Raw -3744422.829026 + Penalty 4992.329846 = -3739430.499180
  nChanged 181
		SP:Iteration 13Q (140226.090000 sec): 3 clusters
  Score: Raw -3744459.457675 + Penalty 4992.329846 = -3739467.127829
  nChanged 142
		SP:Iteration 14Q (140226.350000 sec): 3 clusters
  Score: Raw -3744484.201454 + Penalty 4992.329846 = -3739491.871608
  nChanged 128
		SP:Iteration 15Q (140226.650000 sec): 3 clusters
  Score: Raw -3744504.539507 + Penalty 4992.329846 = -3739512.209661
  nChanged 104
		SP:Iteration 16Q (140226.950000 sec): 3 clusters
  Score: Raw -3744518.643983 + Penalty 4992.329846 = -3739526.314137
  nChanged 80
		SP:Iteration 17Q (140227.290000 sec): 3 clusters
  Score: Raw -3744529.156148 + Penalty 4992.329846 = -3739536.826302
  nChanged 75
		SP:Iteration 18Q (140227.610000 sec): 3 clusters
  Score: Raw -3744538.582464 + Penalty 4992.329846 = -3739546.252618
  nChanged 55
		SP:Iteration 19Q (140227.950000 sec): 3 clusters
  Score: Raw -3744545.272434 + Penalty 4992.329846 = -3739552.942588
  nChanged 49
		SP:Iteration 20F (140228.250000 sec): 3 clusters
  Score: Raw -3744550.883636 + Penalty 4992.329846 = -3739558.553790
  nChanged 55
		SP:Iteration 21Q (140228.540000 sec): 3 clusters
  Score: Raw -3744557.811702 + Penalty 4992.329846 = -3739565.481856
  nChanged 48
		SP:Iteration 22Q (140228.850000 sec): 3 clusters
  Score: Raw -3744562.458005 + Penalty 4992.329846 = -3739570.128158
  nChanged 43
		SP:Iteration 23Q (140229.180000 sec): 3 clusters
  Score: Raw -3744566.947083 + Penalty 4992.329846 = -3739574.617237
  nChanged 46
		SP:Iteration 24Q (140229.470000 sec): 3 clusters
  Score: Raw -3744571.697024 + Penalty 4992.329846 = -3739579.367177
  nChanged 37
		SP:Iteration 25Q (140229.790000 sec): 3 clusters
  Score: Raw -3744575.045380 + Penalty 4992.329846 = -3739582.715534
  nChanged 32
		SP:Iteration 26Q (140230.110000 sec): 3 clusters
  Score: Raw -3744578.019170 + Penalty 4992.329846 = -3739585.689324
  nChanged 25
		SP:Iteration 27Q (140230.430000 sec): 3 clusters
  Score: Raw -3744580.510395 + Penalty 4992.329846 = -3739588.180549
  nChanged 19
		SP:Iteration 28Q (140230.720000 sec): 3 clusters
  Score: Raw -3744582.029090 + Penalty 4992.329846 = -3739589.699244
  nChanged 20
		SP:Iteration 29Q (140231.060000 sec): 3 clusters
  Score: Raw -3744583.735495 + Penalty 4992.329846 = -3739591.405649
  nChanged 22
		SP:Iteration 30Q (140231.380000 sec): 3 clusters
  Score: Raw -3744585.803668 + Penalty 4992.329846 = -3739593.473822
  nChanged 19
		SP:Iteration 31Q (140231.750000 sec): 3 clusters
  Score: Raw -3744587.481797 + Penalty 4992.329846 = -3739595.151951
  nChanged 22
		SP:Iteration 32Q (140232.050000 sec): 3 clusters
  Score: Raw -3744589.440672 + Penalty 4992.329846 = -3739597.110825
  nChanged 19
		SP:Iteration 33Q (140232.400000 sec): 3 clusters
  Score: Raw -3744591.467634 + Penalty 4992.329846 = -3739599.137788
  nChanged 20
		SP:Iteration 34Q (140232.730000 sec): 3 clusters
  Score: Raw -3744593.179642 + Penalty 4992.329846 = -3739600.849795
  nChanged 13
		SP:Iteration 35Q (140233.050000 sec): 3 clusters
  Score: Raw -3744594.257179 + Penalty 4992.329846 = -3739601.927333
  nChanged 9
		SP:Iteration 36Q (140233.410000 sec): 3 clusters
  Score: Raw -3744594.938862 + Penalty 4992.329846 = -3739602.609016
  nChanged 6
		SP:Iteration 37Q (140233.710000 sec): 3 clusters
  Score: Raw -3744595.459697 + Penalty 4992.329846 = -3739603.129851
  nChanged 5
		SP:Iteration 38Q (140234.010000 sec): 3 clusters
  Score: Raw -3744595.812625 + Penalty 4992.329846 = -3739603.482779
  nChanged 3
		SP:Iteration 39Q (140234.310000 sec): 3 clusters
  Score: Raw -3744596.014988 + Penalty 4992.329846 = -3739603.685142
  nChanged 5
		SP:Iteration 40F (140234.690000 sec): 3 clusters
  Score: Raw -3744596.433248 + Penalty 4992.329846 = -3739604.103402
  nChanged 10
		SP:Iteration 41Q (140234.990000 sec): 3 clusters
  Score: Raw -3744597.283741 + Penalty 4992.329846 = -3739604.953895
  nChanged 14
		SP:Iteration 42Q (140235.300000 sec): 3 clusters
  Score: Raw -3744598.287981 + Penalty 4992.329846 = -3739605.958135
  nChanged 13
		SP:Iteration 43Q (140235.600000 sec): 3 clusters
  Score: Raw -3744598.989559 + Penalty 4992.329846 = -3739606.659712
  nChanged 7
		SP:Iteration 44Q (140235.910000 sec): 3 clusters
  Score: Raw -3744599.501364 + Penalty 4992.329846 = -3739607.171518
  nChanged 9
		SP:Iteration 45Q (140236.250000 sec): 3 clusters
  Score: Raw -3744600.196872 + Penalty 4992.329846 = -3739607.867026
  nChanged 7
		SP:Iteration 46Q (140236.570000 sec): 3 clusters
  Score: Raw -3744600.645156 + Penalty 4992.329846 = -3739608.315310
  nChanged 5
		SP:Iteration 47Q (140236.870000 sec): 3 clusters
  Score: Raw -3744601.056889 + Penalty 4992.329846 = -3739608.727042
  nChanged 5
		SP:Iteration 48Q (140237.180000 sec): 3 clusters
  Score: Raw -3744601.439747 + Penalty 4992.329846 = -3739609.109900
  nChanged 4
		SP:Iteration 49Q (140237.530000 sec): 3 clusters
  Score: Raw -3744601.668977 + Penalty 4992.329846 = -3739609.339130
  nChanged 7
		SP:Iteration 50Q (140237.810000 sec): 3 clusters
  Score: Raw -3744602.142428 + Penalty 4992.329846 = -3739609.812582
  nChanged 6
		SP:Iteration 51Q (140238.160000 sec): 3 clusters
  Score: Raw -3744602.495785 + Penalty 4992.329846 = -3739610.165939
  nChanged 6
		SP:Iteration 52Q (140238.470000 sec): 3 clusters
  Score: Raw -3744602.773512 + Penalty 4992.329846 = -3739610.443666
  nChanged 4
		SP:Iteration 53Q (140238.760000 sec): 3 clusters
  Score: Raw -3744603.026301 + Penalty 4992.329846 = -3739610.696454
  nChanged 5
		SP:Iteration 54Q (140239.060000 sec): 3 clusters
  Score: Raw -3744603.202850 + Penalty 4992.329846 = -3739610.873004
  nChanged 4
		SP:Iteration 55Q (140239.390000 sec): 3 clusters
  Score: Raw -3744603.488726 + Penalty 4992.329846 = -3739611.158880
  nChanged 6
		SP:Iteration 56Q (140239.670000 sec): 3 clusters
  Score: Raw -3744603.975559 + Penalty 4992.329846 = -3739611.645713
  nChanged 6
		SP:Iteration 57Q (140240.000000 sec): 3 clusters
  Score: Raw -3744604.276371 + Penalty 4992.329846 = -3739611.946525
  nChanged 4
		SP:Iteration 58Q (140240.290000 sec): 3 clusters
  Score: Raw -3744604.522419 + Penalty 4992.329846 = -3739612.192573
  nChanged 3
		SP:Iteration 59Q (140240.600000 sec): 3 clusters
  Score: Raw -3744604.639104 + Penalty 4992.329846 = -3739612.309258
  nChanged 1
		SP:Iteration 60F (140240.940000 sec): 3 clusters
  Score: Raw -3744604.725727 + Penalty 4992.329846 = -3739612.395881
  nChanged 1
		SP:Iteration 61Q (140241.260000 sec): 3 clusters
  Score: Raw -3744604.770673 + Penalty 4992.329846 = -3739612.440827
  nChanged 1
		SP:Iteration 62Q (140241.560000 sec): 3 clusters
  Score: Raw -3744604.813524 + Penalty 4992.329846 = -3739612.483678
  nChanged 0
		SP:Iteration 63F (140241.900000 sec): 3 clusters
  Score: Raw -3744604.813524 + Penalty 4992.329846 = -3739612.483678
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 48 (4922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140242.030000 sec): 2 clusters
  Score: Raw -737370.531550 + Penalty 2108.364617 = -735262.166933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140242.220000 sec): 3 clusters
  Score: Raw -734999.561692 + Penalty 4216.729235 = -730782.832457
  nChanged 1884
		SP:Iteration 1F (140242.380000 sec): 3 clusters
  Score: Raw -736066.600804 + Penalty 4216.729235 = -731849.871569
  nChanged 418
		SP:Iteration 2F (140242.510000 sec): 3 clusters
  Score: Raw -736353.997251 + Penalty 4216.729235 = -732137.268017
  nChanged 295
		SP:Iteration 3F (140242.740000 sec): 3 clusters
  Score: Raw -736543.453400 + Penalty 4216.729235 = -732326.724166
  nChanged 263
		SP:Iteration 4F (140242.980000 sec): 3 clusters
  Score: Raw -736733.758794 + Penalty 4216.729235 = -732517.029560
  nChanged 245
		SP:Iteration 5Q (140243.140000 sec): 3 clusters
  Score: Raw -736918.010807 + Penalty 4216.729235 = -732701.281572
  nChanged 238
		SP:Iteration 6Q (140243.290000 sec): 3 clusters
  Score: Raw -737096.257062 + Penalty 4216.729235 = -732879.527827
  nChanged 190
		SP:Iteration 7Q (140243.480000 sec): 3 clusters
  Score: Raw -737246.510785 + Penalty 4216.729235 = -733029.781550
  nChanged 165
		SP:Iteration 8Q (140243.700000 sec): 3 clusters
  Score: Raw -737396.795021 + Penalty 4216.729235 = -733180.065787
  nChanged 166
		SP:Iteration 9Q (140243.900000 sec): 3 clusters
  Score: Raw -737531.083083 + Penalty 4216.729235 = -733314.353849
  nChanged 166
		SP:Iteration 10Q (140244.100000 sec): 3 clusters
  Score: Raw -737685.060001 + Penalty 4216.729235 = -733468.330767
  nChanged 179
		SP:Iteration 11Q (140244.300000 sec): 3 clusters
  Score: Raw -737878.424308 + Penalty 4216.729235 = -733661.695073
  nChanged 169
		SP:Iteration 12Q (140244.490000 sec): 3 clusters
  Score: Raw -738072.401250 + Penalty 4216.729235 = -733855.672015
  nChanged 172
		SP:Iteration 13Q (140244.670000 sec): 3 clusters
  Score: Raw -738268.153298 + Penalty 4216.729235 = -734051.424064
  nChanged 168
		SP:Iteration 14Q (140244.870000 sec): 3 clusters
  Score: Raw -738491.853034 + Penalty 4216.729235 = -734275.123799
  nChanged 163
		SP:Iteration 15Q (140245.050000 sec): 3 clusters
  Score: Raw -738774.230029 + Penalty 4216.729235 = -734557.500794
  nChanged 156
		SP:Iteration 16Q (140245.260000 sec): 3 clusters
  Score: Raw -739010.104060 + Penalty 4216.729235 = -734793.374825
  nChanged 122
		SP:Iteration 17Q (140245.490000 sec): 3 clusters
  Score: Raw -739183.553273 + Penalty 4216.729235 = -734966.824038
  nChanged 102
		SP:Iteration 18Q (140245.630000 sec): 3 clusters
  Score: Raw -739299.925697 + Penalty 4216.729235 = -735083.196462
  nChanged 52
		SP:Iteration 19Q (140245.800000 sec): 3 clusters
  Score: Raw -739343.903053 + Penalty 4216.729235 = -735127.173818
  nChanged 27
		SP:Iteration 20F (140245.990000 sec): 3 clusters
  Score: Raw -739361.550525 + Penalty 4216.729235 = -735144.821290
  nChanged 21
		SP:Iteration 21Q (140246.180000 sec): 3 clusters
  Score: Raw -739374.298621 + Penalty 4216.729235 = -735157.569386
  nChanged 16
		SP:Iteration 22Q (140246.390000 sec): 3 clusters
  Score: Raw -739382.776657 + Penalty 4216.729235 = -735166.047422
  nChanged 13
		SP:Iteration 23Q (140246.580000 sec): 3 clusters
  Score: Raw -739389.297607 + Penalty 4216.729235 = -735172.568373
  nChanged 12
		SP:Iteration 24Q (140246.750000 sec): 3 clusters
  Score: Raw -739395.307380 + Penalty 4216.729235 = -735178.578146
  nChanged 7
		SP:Iteration 25Q (140246.910000 sec): 3 clusters
  Score: Raw -739398.401982 + Penalty 4216.729235 = -735181.672747
  nChanged 5
		SP:Iteration 26Q (140247.090000 sec): 3 clusters
  Score: Raw -739400.595457 + Penalty 4216.729235 = -735183.866223
  nChanged 6
		SP:Iteration 27Q (140247.290000 sec): 3 clusters
  Score: Raw -739403.195038 + Penalty 4216.729235 = -735186.465804
  nChanged 1
		SP:Iteration 28Q (140247.460000 sec): 3 clusters
  Score: Raw -739403.300521 + Penalty 4216.729235 = -735186.571286
  nChanged 0
		SP:Iteration 29F (140247.660000 sec): 3 clusters
  Score: Raw -739403.300521 + Penalty 4216.729235 = -735186.571286
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 49 (7509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140247.790000 sec): 2 clusters
  Score: Raw -1235758.240639 + Penalty 2213.116680 = -1233545.123959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140247.970000 sec): 3 clusters
  Score: Raw -1231917.929955 + Penalty 4426.233360 = -1227491.696595
  nChanged 2985
		SP:Iteration 1F (140248.150000 sec): 3 clusters
  Score: Raw -1233508.408164 + Penalty 4426.233360 = -1229082.174804
  nChanged 508
		SP:Iteration 2F (140248.360000 sec): 3 clusters
  Score: Raw -1233748.302716 + Penalty 4426.233360 = -1229322.069356
  nChanged 329
		SP:Iteration 3Q (140248.550000 sec): 3 clusters
  Score: Raw -1233889.922423 + Penalty 4426.233360 = -1229463.689063
  nChanged 254
		SP:Iteration 4Q (140248.770000 sec): 3 clusters
  Score: Raw -1233992.146706 + Penalty 4426.233360 = -1229565.913346
  nChanged 213
		SP:Iteration 5Q (140248.970000 sec): 3 clusters
  Score: Raw -1234077.472515 + Penalty 4426.233360 = -1229651.239155
  nChanged 198
		SP:Iteration 6Q (140249.190000 sec): 3 clusters
  Score: Raw -1234161.693539 + Penalty 4426.233360 = -1229735.460179
  nChanged 176
		SP:Iteration 7Q (140249.390000 sec): 3 clusters
  Score: Raw -1234220.256769 + Penalty 4426.233360 = -1229794.023410
  nChanged 140
		SP:Iteration 8Q (140249.590000 sec): 3 clusters
  Score: Raw -1234265.150026 + Penalty 4426.233360 = -1229838.916666
  nChanged 116
		SP:Iteration 9Q (140249.770000 sec): 3 clusters
  Score: Raw -1234302.643076 + Penalty 4426.233360 = -1229876.409716
  nChanged 117
		SP:Iteration 10Q (140249.950000 sec): 3 clusters
  Score: Raw -1234345.614514 + Penalty 4426.233360 = -1229919.381154
  nChanged 119
		SP:Iteration 11Q (140250.200000 sec): 3 clusters
  Score: Raw -1234384.951363 + Penalty 4426.233360 = -1229958.718003
  nChanged 90
		SP:Iteration 12Q (140250.370000 sec): 3 clusters
  Score: Raw -1234412.113142 + Penalty 4426.233360 = -1229985.879782
  nChanged 78
		SP:Iteration 13Q (140250.600000 sec): 3 clusters
  Score: Raw -1234438.577015 + Penalty 4426.233360 = -1230012.343655
  nChanged 78
		SP:Iteration 14Q (140250.790000 sec): 3 clusters
  Score: Raw -1234464.690107 + Penalty 4426.233360 = -1230038.456747
  nChanged 83
		SP:Iteration 15Q (140251.040000 sec): 3 clusters
  Score: Raw -1234489.322361 + Penalty 4426.233360 = -1230063.089001
  nChanged 97
		SP:Iteration 16Q (140251.230000 sec): 3 clusters
  Score: Raw -1234520.846236 + Penalty 4426.233360 = -1230094.612876
  nChanged 103
		SP:Iteration 17Q (140251.490000 sec): 3 clusters
  Score: Raw -1234558.213372 + Penalty 4426.233360 = -1230131.980012
  nChanged 89
		SP:Iteration 18Q (140251.670000 sec): 3 clusters
  Score: Raw -1234593.425902 + Penalty 4426.233360 = -1230167.192542
  nChanged 102
		SP:Iteration 19Q (140251.890000 sec): 3 clusters
  Score: Raw -1234642.842265 + Penalty 4426.233360 = -1230216.608906
  nChanged 139
		SP:Iteration 20F (140252.080000 sec): 3 clusters
  Score: Raw -1234723.755588 + Penalty 4426.233360 = -1230297.522229
  nChanged 150
		SP:Iteration 21Q (140252.280000 sec): 3 clusters
  Score: Raw -1234802.281475 + Penalty 4426.233360 = -1230376.048115
  nChanged 146
		SP:Iteration 22Q (140252.490000 sec): 3 clusters
  Score: Raw -1234875.045747 + Penalty 4426.233360 = -1230448.812387
  nChanged 150
		SP:Iteration 23Q (140252.650000 sec): 3 clusters
  Score: Raw -1234967.993126 + Penalty 4426.233360 = -1230541.759766
  nChanged 182
		SP:Iteration 24Q (140252.910000 sec): 3 clusters
  Score: Raw -1235083.370413 + Penalty 4426.233360 = -1230657.137053
  nChanged 171
		SP:Iteration 25Q (140253.150000 sec): 3 clusters
  Score: Raw -1235183.638082 + Penalty 4426.233360 = -1230757.404722
  nChanged 155
		SP:Iteration 26Q (140253.380000 sec): 3 clusters
  Score: Raw -1235274.308417 + Penalty 4426.233360 = -1230848.075057
  nChanged 148
		SP:Iteration 27Q (140253.570000 sec): 3 clusters
  Score: Raw -1235374.063393 + Penalty 4426.233360 = -1230947.830033
  nChanged 144
		SP:Iteration 28Q (140253.760000 sec): 3 clusters
  Score: Raw -1235472.582284 + Penalty 4426.233360 = -1231046.348924
  nChanged 128
		SP:Iteration 29Q (140253.980000 sec): 3 clusters
  Score: Raw -1235577.223671 + Penalty 4426.233360 = -1231150.990312
  nChanged 124
		SP:Iteration 30Q (140254.210000 sec): 3 clusters
  Score: Raw -1235680.216383 + Penalty 4426.233360 = -1231253.983024
  nChanged 110
		SP:Iteration 31Q (140254.440000 sec): 3 clusters
  Score: Raw -1235790.978747 + Penalty 4426.233360 = -1231364.745387
  nChanged 92
		SP:Iteration 32Q (140254.660000 sec): 3 clusters
  Score: Raw -1235894.361703 + Penalty 4426.233360 = -1231468.128344
  nChanged 93
		SP:Iteration 33Q (140254.840000 sec): 3 clusters
  Score: Raw -1236019.345022 + Penalty 4426.233360 = -1231593.111662
  nChanged 77
		SP:Iteration 34Q (140255.050000 sec): 3 clusters
  Score: Raw -1236107.881487 + Penalty 4426.233360 = -1231681.648127
  nChanged 64
		SP:Iteration 35Q (140255.270000 sec): 3 clusters
  Score: Raw -1236147.524704 + Penalty 4426.233360 = -1231721.291345
  nChanged 49
		SP:Iteration 36Q (140255.450000 sec): 3 clusters
  Score: Raw -1236174.569687 + Penalty 4426.233360 = -1231748.336327
  nChanged 26
		SP:Iteration 37Q (140255.670000 sec): 3 clusters
  Score: Raw -1236189.092684 + Penalty 4426.233360 = -1231762.859324
  nChanged 18
		SP:Iteration 38Q (140255.840000 sec): 3 clusters
  Score: Raw -1236197.204467 + Penalty 4426.233360 = -1231770.971107
  nChanged 7
		SP:Iteration 39Q (140256.040000 sec): 3 clusters
  Score: Raw -1236200.736059 + Penalty 4426.233360 = -1231774.502700
  nChanged 8
		SP:Iteration 40F (140256.260000 sec): 3 clusters
  Score: Raw -1236203.970876 + Penalty 4426.233360 = -1231777.737517
  nChanged 2
		SP:Iteration 41Q (140256.480000 sec): 3 clusters
  Score: Raw -1236205.025581 + Penalty 4426.233360 = -1231778.792221
  nChanged 1
		SP:Iteration 42Q (140256.640000 sec): 3 clusters
  Score: Raw -1236205.397550 + Penalty 4426.233360 = -1231779.164190
  nChanged 2
		SP:Iteration 43Q (140256.820000 sec): 3 clusters
  Score: Raw -1236206.121961 + Penalty 4426.233360 = -1231779.888601
  nChanged 4
		SP:Iteration 44Q (140257.030000 sec): 3 clusters
  Score: Raw -1236207.768503 + Penalty 4426.233360 = -1231781.535143
  nChanged 6
		SP:Iteration 45Q (140257.270000 sec): 3 clusters
  Score: Raw -1236211.360122 + Penalty 4426.233360 = -1231785.126762
  nChanged 3
		SP:Iteration 46Q (140257.400000 sec): 3 clusters
  Score: Raw -1236212.273482 + Penalty 4426.233360 = -1231786.040122
  nChanged 4
		SP:Iteration 47Q (140257.610000 sec): 3 clusters
  Score: Raw -1236214.331234 + Penalty 4426.233360 = -1231788.097874
  nChanged 3
		SP:Iteration 48Q (140257.740000 sec): 3 clusters
  Score: Raw -1236216.147795 + Penalty 4426.233360 = -1231789.914435
  nChanged 2
		SP:Iteration 49Q (140257.920000 sec): 3 clusters
  Score: Raw -1236217.278157 + Penalty 4426.233360 = -1231791.044797
  nChanged 2
		SP:Iteration 50Q (140258.110000 sec): 3 clusters
  Score: Raw -1236217.783269 + Penalty 4426.233360 = -1231791.549910
  nChanged 1
		SP:Iteration 51Q (140258.260000 sec): 3 clusters
  Score: Raw -1236218.676655 + Penalty 4426.233360 = -1231792.443295
  nChanged 0
		SP:Iteration 52F (140258.420000 sec): 3 clusters
  Score: Raw -1236218.676655 + Penalty 4426.233360 = -1231792.443295
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 50 (6613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140258.540000 sec): 2 clusters
  Score: Raw -1064134.638560 + Penalty 2181.604587 = -1061953.033973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140258.710000 sec): 3 clusters
  Score: Raw -1060745.534710 + Penalty 4363.209173 = -1056382.325537
  nChanged 2610
		SP:Iteration 1F (140258.920000 sec): 3 clusters
  Score: Raw -1062177.121265 + Penalty 4363.209173 = -1057813.912092
  nChanged 503
		SP:Iteration 2F (140259.120000 sec): 3 clusters
  Score: Raw -1062440.206264 + Penalty 4363.209173 = -1058076.997091
  nChanged 348
		SP:Iteration 3F (140259.240000 sec): 3 clusters
  Score: Raw -1062628.515441 + Penalty 4363.209173 = -1058265.306268
  nChanged 275
		SP:Iteration 4Q (140259.390000 sec): 3 clusters
  Score: Raw -1062769.076707 + Penalty 4363.209173 = -1058405.867534
  nChanged 248
		SP:Iteration 5Q (140259.600000 sec): 3 clusters
  Score: Raw -1062899.260825 + Penalty 4363.209173 = -1058536.051652
  nChanged 248
		SP:Iteration 6Q (140259.720000 sec): 3 clusters
  Score: Raw -1063030.305116 + Penalty 4363.209173 = -1058667.095942
  nChanged 204
		SP:Iteration 7Q (140259.940000 sec): 3 clusters
  Score: Raw -1063136.319783 + Penalty 4363.209173 = -1058773.110610
  nChanged 186
		SP:Iteration 8Q (140260.060000 sec): 3 clusters
  Score: Raw -1063245.671987 + Penalty 4363.209173 = -1058882.462814
  nChanged 188
		SP:Iteration 9Q (140260.280000 sec): 3 clusters
  Score: Raw -1063353.696012 + Penalty 4363.209173 = -1058990.486839
  nChanged 197
		SP:Iteration 10Q (140260.390000 sec): 3 clusters
  Score: Raw -1063459.774474 + Penalty 4363.209173 = -1059096.565300
  nChanged 178
		SP:Iteration 11Q (140260.600000 sec): 3 clusters
  Score: Raw -1063560.680720 + Penalty 4363.209173 = -1059197.471547
  nChanged 155
		SP:Iteration 12Q (140260.720000 sec): 3 clusters
  Score: Raw -1063636.587673 + Penalty 4363.209173 = -1059273.378500
  nChanged 128
		SP:Iteration 13Q (140260.940000 sec): 3 clusters
  Score: Raw -1063698.862238 + Penalty 4363.209173 = -1059335.653065
  nChanged 121
		SP:Iteration 14Q (140261.060000 sec): 3 clusters
  Score: Raw -1063749.805395 + Penalty 4363.209173 = -1059386.596222
  nChanged 89
		SP:Iteration 15Q (140261.280000 sec): 3 clusters
  Score: Raw -1063786.586486 + Penalty 4363.209173 = -1059423.377313
  nChanged 91
		SP:Iteration 16Q (140261.500000 sec): 3 clusters
  Score: Raw -1063827.741697 + Penalty 4363.209173 = -1059464.532524
  nChanged 93
		SP:Iteration 17Q (140261.740000 sec): 3 clusters
  Score: Raw -1063866.605684 + Penalty 4363.209173 = -1059503.396511
  nChanged 74
		SP:Iteration 18Q (140261.950000 sec): 3 clusters
  Score: Raw -1063896.574988 + Penalty 4363.209173 = -1059533.365815
  nChanged 74
		SP:Iteration 19Q (140262.120000 sec): 3 clusters
  Score: Raw -1063925.931470 + Penalty 4363.209173 = -1059562.722297
  nChanged 71
		SP:Iteration 20F (140262.310000 sec): 3 clusters
  Score: Raw -1063953.846494 + Penalty 4363.209173 = -1059590.637321
  nChanged 65
		SP:Iteration 21Q (140262.500000 sec): 3 clusters
  Score: Raw -1063973.788209 + Penalty 4363.209173 = -1059610.579036
  nChanged 58
		SP:Iteration 22Q (140262.680000 sec): 3 clusters
  Score: Raw -1063995.414242 + Penalty 4363.209173 = -1059632.205069
  nChanged 63
		SP:Iteration 23Q (140262.870000 sec): 3 clusters
  Score: Raw -1064017.111566 + Penalty 4363.209173 = -1059653.902393
  nChanged 56
		SP:Iteration 24Q (140263.060000 sec): 3 clusters
  Score: Raw -1064039.312363 + Penalty 4363.209173 = -1059676.103190
  nChanged 58
		SP:Iteration 25Q (140263.240000 sec): 3 clusters
  Score: Raw -1064062.349871 + Penalty 4363.209173 = -1059699.140698
  nChanged 55
		SP:Iteration 26Q (140263.430000 sec): 3 clusters
  Score: Raw -1064081.466779 + Penalty 4363.209173 = -1059718.257606
  nChanged 55
		SP:Iteration 27Q (140263.620000 sec): 3 clusters
  Score: Raw -1064101.082213 + Penalty 4363.209173 = -1059737.873040
  nChanged 57
		SP:Iteration 28Q (140263.810000 sec): 3 clusters
  Score: Raw -1064121.453026 + Penalty 4363.209173 = -1059758.243853
  nChanged 59
		SP:Iteration 29Q (140264.000000 sec): 3 clusters
  Score: Raw -1064144.115791 + Penalty 4363.209173 = -1059780.906618
  nChanged 53
		SP:Iteration 30Q (140264.180000 sec): 3 clusters
  Score: Raw -1064162.746918 + Penalty 4363.209173 = -1059799.537745
  nChanged 45
		SP:Iteration 31Q (140264.380000 sec): 3 clusters
  Score: Raw -1064178.620630 + Penalty 4363.209173 = -1059815.411457
  nChanged 31
		SP:Iteration 32Q (140264.580000 sec): 3 clusters
  Score: Raw -1064187.249226 + Penalty 4363.209173 = -1059824.040053
  nChanged 32
		SP:Iteration 33Q (140264.770000 sec): 3 clusters
  Score: Raw -1064196.508924 + Penalty 4363.209173 = -1059833.299751
  nChanged 31
		SP:Iteration 34Q (140264.960000 sec): 3 clusters
  Score: Raw -1064205.455004 + Penalty 4363.209173 = -1059842.245831
  nChanged 30
		SP:Iteration 35Q (140265.140000 sec): 3 clusters
  Score: Raw -1064214.488946 + Penalty 4363.209173 = -1059851.279773
  nChanged 29
		SP:Iteration 36Q (140265.330000 sec): 3 clusters
  Score: Raw -1064222.747134 + Penalty 4363.209173 = -1059859.537961
  nChanged 26
		SP:Iteration 37Q (140265.520000 sec): 3 clusters
  Score: Raw -1064230.925907 + Penalty 4363.209173 = -1059867.716734
  nChanged 24
		SP:Iteration 38Q (140265.710000 sec): 3 clusters
  Score: Raw -1064237.416519 + Penalty 4363.209173 = -1059874.207346
  nChanged 26
		SP:Iteration 39Q (140265.900000 sec): 3 clusters
  Score: Raw -1064244.389393 + Penalty 4363.209173 = -1059881.180220
  nChanged 28
		SP:Iteration 40F (140266.080000 sec): 3 clusters
  Score: Raw -1064252.781310 + Penalty 4363.209173 = -1059889.572137
  nChanged 32
		SP:Iteration 41Q (140266.270000 sec): 3 clusters
  Score: Raw -1064262.599473 + Penalty 4363.209173 = -1059899.390299
  nChanged 30
		SP:Iteration 42Q (140266.460000 sec): 3 clusters
  Score: Raw -1064271.611829 + Penalty 4363.209173 = -1059908.402656
  nChanged 25
		SP:Iteration 43Q (140266.650000 sec): 3 clusters
  Score: Raw -1064279.752922 + Penalty 4363.209173 = -1059916.543749
  nChanged 29
		SP:Iteration 44Q (140266.840000 sec): 3 clusters
  Score: Raw -1064288.698218 + Penalty 4363.209173 = -1059925.489044
  nChanged 27
		SP:Iteration 45Q (140267.020000 sec): 3 clusters
  Score: Raw -1064295.975414 + Penalty 4363.209173 = -1059932.766241
  nChanged 28
		SP:Iteration 46Q (140267.210000 sec): 3 clusters
  Score: Raw -1064305.264702 + Penalty 4363.209173 = -1059942.055529
  nChanged 32
		SP:Iteration 47Q (140267.400000 sec): 3 clusters
  Score: Raw -1064315.252817 + Penalty 4363.209173 = -1059952.043644
  nChanged 31
		SP:Iteration 48Q (140267.590000 sec): 3 clusters
  Score: Raw -1064325.091842 + Penalty 4363.209173 = -1059961.882669
  nChanged 24
		SP:Iteration 49Q (140267.770000 sec): 3 clusters
  Score: Raw -1064331.643372 + Penalty 4363.209173 = -1059968.434199
  nChanged 19
		SP:Iteration 50Q (140267.960000 sec): 3 clusters
  Score: Raw -1064337.099253 + Penalty 4363.209173 = -1059973.890079
  nChanged 25
		SP:Iteration 51Q (140268.150000 sec): 3 clusters
  Score: Raw -1064344.778997 + Penalty 4363.209173 = -1059981.569824
  nChanged 30
		SP:Iteration 52Q (140268.340000 sec): 3 clusters
  Score: Raw -1064354.846533 + Penalty 4363.209173 = -1059991.637360
  nChanged 31
		SP:Iteration 53Q (140268.530000 sec): 3 clusters
  Score: Raw -1064365.842522 + Penalty 4363.209173 = -1060002.633349
  nChanged 36
		SP:Iteration 54Q (140268.710000 sec): 3 clusters
  Score: Raw -1064377.900738 + Penalty 4363.209173 = -1060014.691565
  nChanged 37
		SP:Iteration 55Q (140268.900000 sec): 3 clusters
  Score: Raw -1064392.772574 + Penalty 4363.209173 = -1060029.563401
  nChanged 41
		SP:Iteration 56Q (140269.090000 sec): 3 clusters
  Score: Raw -1064407.535007 + Penalty 4363.209173 = -1060044.325834
  nChanged 33
		SP:Iteration 57Q (140269.280000 sec): 3 clusters
  Score: Raw -1064420.879279 + Penalty 4363.209173 = -1060057.670106
  nChanged 37
		SP:Iteration 58Q (140269.470000 sec): 3 clusters
  Score: Raw -1064435.368060 + Penalty 4363.209173 = -1060072.158887
  nChanged 33
		SP:Iteration 59Q (140269.660000 sec): 3 clusters
  Score: Raw -1064444.676031 + Penalty 4363.209173 = -1060081.466858
  nChanged 24
		SP:Iteration 60F (140269.850000 sec): 3 clusters
  Score: Raw -1064452.148570 + Penalty 4363.209173 = -1060088.939397
  nChanged 27
		SP:Iteration 61Q (140270.040000 sec): 3 clusters
  Score: Raw -1064462.342104 + Penalty 4363.209173 = -1060099.132931
  nChanged 36
		SP:Iteration 62Q (140270.230000 sec): 3 clusters
  Score: Raw -1064475.509343 + Penalty 4363.209173 = -1060112.300170
  nChanged 24
		SP:Iteration 63Q (140270.410000 sec): 3 clusters
  Score: Raw -1064484.200940 + Penalty 4363.209173 = -1060120.991767
  nChanged 23
		SP:Iteration 64Q (140270.600000 sec): 3 clusters
  Score: Raw -1064491.925938 + Penalty 4363.209173 = -1060128.716765
  nChanged 21
		SP:Iteration 65Q (140270.770000 sec): 3 clusters
  Score: Raw -1064498.570526 + Penalty 4363.209173 = -1060135.361352
  nChanged 18
		SP:Iteration 66Q (140270.970000 sec): 3 clusters
  Score: Raw -1064503.846275 + Penalty 4363.209173 = -1060140.637102
  nChanged 11
		SP:Iteration 67Q (140271.140000 sec): 3 clusters
  Score: Raw -1064507.734443 + Penalty 4363.209173 = -1060144.525270
  nChanged 9
		SP:Iteration 68Q (140271.320000 sec): 3 clusters
  Score: Raw -1064510.614606 + Penalty 4363.209173 = -1060147.405432
  nChanged 6
		SP:Iteration 69Q (140271.490000 sec): 3 clusters
  Score: Raw -1064512.105461 + Penalty 4363.209173 = -1060148.896288
  nChanged 4
		SP:Iteration 70Q (140271.670000 sec): 3 clusters
  Score: Raw -1064513.190130 + Penalty 4363.209173 = -1060149.980957
  nChanged 4
		SP:Iteration 71Q (140271.840000 sec): 3 clusters
  Score: Raw -1064514.374441 + Penalty 4363.209173 = -1060151.165268
  nChanged 6
		SP:Iteration 72Q (140272.020000 sec): 3 clusters
  Score: Raw -1064515.846826 + Penalty 4363.209173 = -1060152.637653
  nChanged 6
		SP:Iteration 73Q (140272.190000 sec): 3 clusters
  Score: Raw -1064517.811148 + Penalty 4363.209173 = -1060154.601975
  nChanged 3
		SP:Iteration 74Q (140272.380000 sec): 3 clusters
  Score: Raw -1064518.437981 + Penalty 4363.209173 = -1060155.228808
  nChanged 1
		SP:Iteration 75Q (140272.550000 sec): 3 clusters
  Score: Raw -1064518.690729 + Penalty 4363.209173 = -1060155.481556
  nChanged 0
		SP:Iteration 76F (140272.730000 sec): 3 clusters
  Score: Raw -1064518.690729 + Penalty 4363.209173 = -1060155.481556
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 51 (9136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140272.860000 sec): 2 clusters
  Score: Raw -1390249.834463 + Penalty 2261.754527 = -1387988.079936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140273.060000 sec): 3 clusters
  Score: Raw -1385428.255035 + Penalty 4523.509054 = -1380904.745981
  nChanged 3713
		SP:Iteration 1F (140273.270000 sec): 3 clusters
  Score: Raw -1387592.305233 + Penalty 4523.509054 = -1383068.796178
  nChanged 688
		SP:Iteration 2F (140273.480000 sec): 3 clusters
  Score: Raw -1388038.509627 + Penalty 4523.509054 = -1383515.000573
  nChanged 566
		SP:Iteration 3F (140273.680000 sec): 3 clusters
  Score: Raw -1388361.518150 + Penalty 4523.509054 = -1383838.009096
  nChanged 483
		SP:Iteration 4F (140273.890000 sec): 3 clusters
  Score: Raw -1388650.327781 + Penalty 4523.509054 = -1384126.818727
  nChanged 437
		SP:Iteration 5Q (140274.140000 sec): 3 clusters
  Score: Raw -1388936.122483 + Penalty 4523.509054 = -1384412.613429
  nChanged 411
		SP:Iteration 6Q (140274.380000 sec): 3 clusters
  Score: Raw -1389208.361046 + Penalty 4523.509054 = -1384684.851992
  nChanged 388
		SP:Iteration 7Q (140274.630000 sec): 3 clusters
  Score: Raw -1389423.939559 + Penalty 4523.509054 = -1384900.430505
  nChanged 332
		SP:Iteration 8Q (140274.880000 sec): 3 clusters
  Score: Raw -1389593.885217 + Penalty 4523.509054 = -1385070.376163
  nChanged 281
		SP:Iteration 9Q (140275.120000 sec): 3 clusters
  Score: Raw -1389739.071787 + Penalty 4523.509054 = -1385215.562733
  nChanged 260
		SP:Iteration 10Q (140275.370000 sec): 3 clusters
  Score: Raw -1389873.897821 + Penalty 4523.509054 = -1385350.388766
  nChanged 223
		SP:Iteration 11Q (140275.620000 sec): 3 clusters
  Score: Raw -1389961.541909 + Penalty 4523.509054 = -1385438.032854
  nChanged 179
		SP:Iteration 12Q (140275.820000 sec): 3 clusters
  Score: Raw -1390032.970221 + Penalty 4523.509054 = -1385509.461167
  nChanged 152
		SP:Iteration 13Q (140276.020000 sec): 3 clusters
  Score: Raw -1390091.541482 + Penalty 4523.509054 = -1385568.032427
  nChanged 125
		SP:Iteration 14Q (140276.220000 sec): 3 clusters
  Score: Raw -1390130.065451 + Penalty 4523.509054 = -1385606.556397
  nChanged 99
		SP:Iteration 15Q (140276.480000 sec): 3 clusters
  Score: Raw -1390157.913799 + Penalty 4523.509054 = -1385634.404745
  nChanged 87
		SP:Iteration 16Q (140276.720000 sec): 3 clusters
  Score: Raw -1390185.588846 + Penalty 4523.509054 = -1385662.079792
  nChanged 79
		SP:Iteration 17Q (140276.970000 sec): 3 clusters
  Score: Raw -1390209.253345 + Penalty 4523.509054 = -1385685.744291
  nChanged 75
		SP:Iteration 18Q (140277.220000 sec): 3 clusters
  Score: Raw -1390229.725620 + Penalty 4523.509054 = -1385706.216565
  nChanged 54
		SP:Iteration 19Q (140277.460000 sec): 3 clusters
  Score: Raw -1390244.958682 + Penalty 4523.509054 = -1385721.449628
  nChanged 45
		SP:Iteration 20F (140277.670000 sec): 3 clusters
  Score: Raw -1390255.719701 + Penalty 4523.509054 = -1385732.210647
  nChanged 49
		SP:Iteration 21Q (140277.910000 sec): 3 clusters
  Score: Raw -1390266.404026 + Penalty 4523.509054 = -1385742.894971
  nChanged 38
		SP:Iteration 22Q (140278.120000 sec): 3 clusters
  Score: Raw -1390275.038021 + Penalty 4523.509054 = -1385751.528967
  nChanged 35
		SP:Iteration 23Q (140278.330000 sec): 3 clusters
  Score: Raw -1390284.079889 + Penalty 4523.509054 = -1385760.570835
  nChanged 40
		SP:Iteration 24Q (140278.530000 sec): 3 clusters
  Score: Raw -1390294.406950 + Penalty 4523.509054 = -1385770.897896
  nChanged 39
		SP:Iteration 25Q (140278.740000 sec): 3 clusters
  Score: Raw -1390302.506421 + Penalty 4523.509054 = -1385778.997367
  nChanged 30
		SP:Iteration 26Q (140278.950000 sec): 3 clusters
  Score: Raw -1390308.580901 + Penalty 4523.509054 = -1385785.071847
  nChanged 23
		SP:Iteration 27Q (140279.150000 sec): 3 clusters
  Score: Raw -1390313.070670 + Penalty 4523.509054 = -1385789.561615
  nChanged 24
		SP:Iteration 28Q (140279.360000 sec): 3 clusters
  Score: Raw -1390317.424800 + Penalty 4523.509054 = -1385793.915745
  nChanged 28
		SP:Iteration 29Q (140279.570000 sec): 3 clusters
  Score: Raw -1390320.865719 + Penalty 4523.509054 = -1385797.356664
  nChanged 19
		SP:Iteration 30Q (140279.770000 sec): 3 clusters
  Score: Raw -1390325.130410 + Penalty 4523.509054 = -1385801.621355
  nChanged 22
		SP:Iteration 31Q (140279.980000 sec): 3 clusters
  Score: Raw -1390330.516119 + Penalty 4523.509054 = -1385807.007065
  nChanged 22
		SP:Iteration 32Q (140280.180000 sec): 3 clusters
  Score: Raw -1390334.234045 + Penalty 4523.509054 = -1385810.724991
  nChanged 16
		SP:Iteration 33Q (140280.390000 sec): 3 clusters
  Score: Raw -1390336.906809 + Penalty 4523.509054 = -1385813.397755
  nChanged 13
		SP:Iteration 34Q (140280.590000 sec): 3 clusters
  Score: Raw -1390339.382001 + Penalty 4523.509054 = -1385815.872947
  nChanged 6
		SP:Iteration 35Q (140280.800000 sec): 3 clusters
  Score: Raw -1390340.431909 + Penalty 4523.509054 = -1385816.922855
  nChanged 8
		SP:Iteration 36Q (140281.000000 sec): 3 clusters
  Score: Raw -1390341.277031 + Penalty 4523.509054 = -1385817.767977
  nChanged 9
		SP:Iteration 37Q (140281.210000 sec): 3 clusters
  Score: Raw -1390342.395879 + Penalty 4523.509054 = -1385818.886825
  nChanged 5
		SP:Iteration 38Q (140281.420000 sec): 3 clusters
  Score: Raw -1390342.881670 + Penalty 4523.509054 = -1385819.372615
  nChanged 5
		SP:Iteration 39Q (140281.620000 sec): 3 clusters
  Score: Raw -1390343.264782 + Penalty 4523.509054 = -1385819.755728
  nChanged 5
		SP:Iteration 40F (140281.830000 sec): 3 clusters
  Score: Raw -1390343.700063 + Penalty 4523.509054 = -1385820.191009
  nChanged 2
		SP:Iteration 41Q (140282.040000 sec): 3 clusters
  Score: Raw -1390344.051158 + Penalty 4523.509054 = -1385820.542104
  nChanged 4
		SP:Iteration 42Q (140282.240000 sec): 3 clusters
  Score: Raw -1390344.530281 + Penalty 4523.509054 = -1385821.021227
  nChanged 1
		SP:Iteration 43Q (140282.450000 sec): 3 clusters
  Score: Raw -1390344.720636 + Penalty 4523.509054 = -1385821.211582
  nChanged 0
		SP:Iteration 44F (140282.720000 sec): 3 clusters
  Score: Raw -1390344.720636 + Penalty 4523.509054 = -1385821.211582
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 52 (12204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140282.940000 sec): 2 clusters
  Score: Raw -1966763.890870 + Penalty 2333.560723 = -1964430.330147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140283.280000 sec): 3 clusters
  Score: Raw -1960077.661114 + Penalty 4667.121447 = -1955410.539667
  nChanged 5110
		SP:Iteration 1F (140283.520000 sec): 3 clusters
  Score: Raw -1962916.519936 + Penalty 4667.121447 = -1958249.398489
  nChanged 838
		SP:Iteration 2F (140283.740000 sec): 3 clusters
  Score: Raw -1963355.050980 + Penalty 4667.121447 = -1958687.929533
  nChanged 678
		SP:Iteration 3F (140283.970000 sec): 3 clusters
  Score: Raw -1963695.935501 + Penalty 4667.121447 = -1959028.814055
  nChanged 599
		SP:Iteration 4Q (140284.200000 sec): 3 clusters
  Score: Raw -1963992.361097 + Penalty 4667.121447 = -1959325.239650
  nChanged 530
		SP:Iteration 5Q (140284.480000 sec): 3 clusters
  Score: Raw -1964242.097453 + Penalty 4667.121447 = -1959574.976007
  nChanged 509
		SP:Iteration 6Q (140284.770000 sec): 3 clusters
  Score: Raw -1964482.736681 + Penalty 4667.121447 = -1959815.615235
  nChanged 473
		SP:Iteration 7Q (140285.040000 sec): 3 clusters
  Score: Raw -1964694.207934 + Penalty 4667.121447 = -1960027.086487
  nChanged 433
		SP:Iteration 8Q (140285.370000 sec): 3 clusters
  Score: Raw -1964877.948065 + Penalty 4667.121447 = -1960210.826619
  nChanged 376
		SP:Iteration 9Q (140285.720000 sec): 3 clusters
  Score: Raw -1965036.598792 + Penalty 4667.121447 = -1960369.477345
  nChanged 331
		SP:Iteration 10Q (140286.080000 sec): 3 clusters
  Score: Raw -1965172.376080 + Penalty 4667.121447 = -1960505.254634
  nChanged 305
		SP:Iteration 11Q (140286.280000 sec): 3 clusters
  Score: Raw -1965271.678025 + Penalty 4667.121447 = -1960604.556578
  nChanged 241
		SP:Iteration 12Q (140286.460000 sec): 3 clusters
  Score: Raw -1965339.375983 + Penalty 4667.121447 = -1960672.254537
  nChanged 180
		SP:Iteration 13Q (140286.810000 sec): 3 clusters
  Score: Raw -1965392.097776 + Penalty 4667.121447 = -1960724.976329
  nChanged 154
		SP:Iteration 14Q (140287.120000 sec): 3 clusters
  Score: Raw -1965440.629053 + Penalty 4667.121447 = -1960773.507606
  nChanged 137
		SP:Iteration 15Q (140287.390000 sec): 3 clusters
  Score: Raw -1965479.606177 + Penalty 4667.121447 = -1960812.484731
  nChanged 131
		SP:Iteration 16Q (140287.750000 sec): 3 clusters
  Score: Raw -1965517.881006 + Penalty 4667.121447 = -1960850.759560
  nChanged 138
		SP:Iteration 17Q (140288.000000 sec): 3 clusters
  Score: Raw -1965558.258684 + Penalty 4667.121447 = -1960891.137238
  nChanged 152
		SP:Iteration 18Q (140288.280000 sec): 3 clusters
  Score: Raw -1965597.926760 + Penalty 4667.121447 = -1960930.805314
  nChanged 127
		SP:Iteration 19Q (140288.600000 sec): 3 clusters
  Score: Raw -1965629.286647 + Penalty 4667.121447 = -1960962.165201
  nChanged 115
		SP:Iteration 20F (140288.740000 sec): 3 clusters
  Score: Raw -1965660.006899 + Penalty 4667.121447 = -1960992.885452
  nChanged 119
		SP:Iteration 21Q (140289.010000 sec): 3 clusters
  Score: Raw -1965691.110525 + Penalty 4667.121447 = -1961023.989078
  nChanged 127
		SP:Iteration 22Q (140289.290000 sec): 3 clusters
  Score: Raw -1965726.059765 + Penalty 4667.121447 = -1961058.938319
  nChanged 149
		SP:Iteration 23Q (140289.550000 sec): 3 clusters
  Score: Raw -1965771.834711 + Penalty 4667.121447 = -1961104.713264
  nChanged 171
		SP:Iteration 24Q (140289.740000 sec): 3 clusters
  Score: Raw -1965823.532786 + Penalty 4667.121447 = -1961156.411339
  nChanged 184
		SP:Iteration 25Q (140290.010000 sec): 3 clusters
  Score: Raw -1965882.382269 + Penalty 4667.121447 = -1961215.260823
  nChanged 198
		SP:Iteration 26Q (140290.290000 sec): 3 clusters
  Score: Raw -1965953.986875 + Penalty 4667.121447 = -1961286.865429
  nChanged 212
		SP:Iteration 27Q (140290.580000 sec): 3 clusters
  Score: Raw -1966032.627654 + Penalty 4667.121447 = -1961365.506208
  nChanged 229
		SP:Iteration 28Q (140290.870000 sec): 3 clusters
  Score: Raw -1966122.410619 + Penalty 4667.121447 = -1961455.289172
  nChanged 253
		SP:Iteration 29Q (140291.140000 sec): 3 clusters
  Score: Raw -1966236.760097 + Penalty 4667.121447 = -1961569.638651
  nChanged 272
		SP:Iteration 30Q (140291.410000 sec): 3 clusters
  Score: Raw -1966357.893550 + Penalty 4667.121447 = -1961690.772103
  nChanged 269
		SP:Iteration 31Q (140291.650000 sec): 3 clusters
  Score: Raw -1966470.601175 + Penalty 4667.121447 = -1961803.479728
  nChanged 241
		SP:Iteration 32Q (140291.990000 sec): 3 clusters
  Score: Raw -1966570.075551 + Penalty 4667.121447 = -1961902.954104
  nChanged 223
		SP:Iteration 33Q (140292.320000 sec): 3 clusters
  Score: Raw -1966661.776535 + Penalty 4667.121447 = -1961994.655089
  nChanged 210
		SP:Iteration 34Q (140292.610000 sec): 3 clusters
  Score: Raw -1966754.289259 + Penalty 4667.121447 = -1962087.167813
  nChanged 199
		SP:Iteration 35Q (140292.870000 sec): 3 clusters
  Score: Raw -1966842.964082 + Penalty 4667.121447 = -1962175.842635
  nChanged 173
		SP:Iteration 36Q (140293.090000 sec): 3 clusters
  Score: Raw -1966908.293370 + Penalty 4667.121447 = -1962241.171923
  nChanged 143
		SP:Iteration 37Q (140293.290000 sec): 3 clusters
  Score: Raw -1966959.574322 + Penalty 4667.121447 = -1962292.452875
  nChanged 119
		SP:Iteration 38Q (140293.540000 sec): 3 clusters
  Score: Raw -1967005.958034 + Penalty 4667.121447 = -1962338.836587
  nChanged 115
		SP:Iteration 39Q (140293.770000 sec): 3 clusters
  Score: Raw -1967049.819170 + Penalty 4667.121447 = -1962382.697723
  nChanged 101
		SP:Iteration 40F (140294.010000 sec): 3 clusters
  Score: Raw -1967089.552573 + Penalty 4667.121447 = -1962422.431126
  nChanged 106
		SP:Iteration 41Q (140294.200000 sec): 3 clusters
  Score: Raw -1967130.928768 + Penalty 4667.121447 = -1962463.807321
  nChanged 86
		SP:Iteration 42Q (140294.450000 sec): 3 clusters
  Score: Raw -1967164.699730 + Penalty 4667.121447 = -1962497.578283
  nChanged 93
		SP:Iteration 43Q (140294.600000 sec): 3 clusters
  Score: Raw -1967201.538110 + Penalty 4667.121447 = -1962534.416663
  nChanged 77
		SP:Iteration 44Q (140294.880000 sec): 3 clusters
  Score: Raw -1967230.274519 + Penalty 4667.121447 = -1962563.153072
  nChanged 64
		SP:Iteration 45Q (140295.090000 sec): 3 clusters
  Score: Raw -1967253.057372 + Penalty 4667.121447 = -1962585.935925
  nChanged 52
		SP:Iteration 46Q (140295.360000 sec): 3 clusters
  Score: Raw -1967269.581757 + Penalty 4667.121447 = -1962602.460310
  nChanged 42
		SP:Iteration 47Q (140295.630000 sec): 3 clusters
  Score: Raw -1967282.802249 + Penalty 4667.121447 = -1962615.680802
  nChanged 33
		SP:Iteration 48Q (140295.880000 sec): 3 clusters
  Score: Raw -1967292.428334 + Penalty 4667.121447 = -1962625.306887
  nChanged 25
		SP:Iteration 49Q (140296.120000 sec): 3 clusters
  Score: Raw -1967299.506691 + Penalty 4667.121447 = -1962632.385244
  nChanged 17
		SP:Iteration 50Q (140296.300000 sec): 3 clusters
  Score: Raw -1967304.247270 + Penalty 4667.121447 = -1962637.125823
  nChanged 18
		SP:Iteration 51Q (140296.520000 sec): 3 clusters
  Score: Raw -1967310.038017 + Penalty 4667.121447 = -1962642.916570
  nChanged 21
		SP:Iteration 52Q (140296.750000 sec): 3 clusters
  Score: Raw -1967316.550059 + Penalty 4667.121447 = -1962649.428612
  nChanged 17
		SP:Iteration 53Q (140296.960000 sec): 3 clusters
  Score: Raw -1967321.689818 + Penalty 4667.121447 = -1962654.568371
  nChanged 15
		SP:Iteration 54Q (140297.190000 sec): 3 clusters
  Score: Raw -1967326.261181 + Penalty 4667.121447 = -1962659.139735
  nChanged 14
		SP:Iteration 55Q (140297.420000 sec): 3 clusters
  Score: Raw -1967331.698166 + Penalty 4667.121447 = -1962664.576719
  nChanged 15
		SP:Iteration 56Q (140297.660000 sec): 3 clusters
  Score: Raw -1967337.571268 + Penalty 4667.121447 = -1962670.449821
  nChanged 11
		SP:Iteration 57Q (140297.910000 sec): 3 clusters
  Score: Raw -1967341.242081 + Penalty 4667.121447 = -1962674.120635
  nChanged 11
		SP:Iteration 58Q (140298.120000 sec): 3 clusters
  Score: Raw -1967343.855369 + Penalty 4667.121447 = -1962676.733922
  nChanged 8
		SP:Iteration 59Q (140298.370000 sec): 3 clusters
  Score: Raw -1967345.345203 + Penalty 4667.121447 = -1962678.223756
  nChanged 4
		SP:Iteration 60F (140298.650000 sec): 3 clusters
  Score: Raw -1967346.788373 + Penalty 4667.121447 = -1962679.666926
  nChanged 8
		SP:Iteration 61Q (140298.930000 sec): 3 clusters
  Score: Raw -1967348.985999 + Penalty 4667.121447 = -1962681.864553
  nChanged 4
		SP:Iteration 62Q (140299.140000 sec): 3 clusters
  Score: Raw -1967349.852463 + Penalty 4667.121447 = -1962682.731016
  nChanged 3
		SP:Iteration 63Q (140299.400000 sec): 3 clusters
  Score: Raw -1967350.496306 + Penalty 4667.121447 = -1962683.374859
  nChanged 1
		SP:Iteration 64Q (140299.690000 sec): 3 clusters
  Score: Raw -1967350.730314 + Penalty 4667.121447 = -1962683.608867
  nChanged 1
		SP:Iteration 65Q (140299.970000 sec): 3 clusters
  Score: Raw -1967350.921970 + Penalty 4667.121447 = -1962683.800523
  nChanged 3
		SP:Iteration 66Q (140300.230000 sec): 3 clusters
  Score: Raw -1967351.502065 + Penalty 4667.121447 = -1962684.380618
  nChanged 3
		SP:Iteration 67Q (140300.510000 sec): 3 clusters
  Score: Raw -1967352.317341 + Penalty 4667.121447 = -1962685.195895
  nChanged 4
		SP:Iteration 68Q (140300.850000 sec): 3 clusters
  Score: Raw -1967353.512716 + Penalty 4667.121447 = -1962686.391269
  nChanged 4
		SP:Iteration 69Q (140301.140000 sec): 3 clusters
  Score: Raw -1967354.842473 + Penalty 4667.121447 = -1962687.721026
  nChanged 8
		SP:Iteration 70Q (140301.410000 sec): 3 clusters
  Score: Raw -1967357.255841 + Penalty 4667.121447 = -1962690.134394
  nChanged 6
		SP:Iteration 71Q (140301.710000 sec): 3 clusters
  Score: Raw -1967359.089545 + Penalty 4667.121447 = -1962691.968098
  nChanged 4
		SP:Iteration 72Q (140301.930000 sec): 3 clusters
  Score: Raw -1967360.314724 + Penalty 4667.121447 = -1962693.193277
  nChanged 4
		SP:Iteration 73Q (140302.220000 sec): 3 clusters
  Score: Raw -1967361.486793 + Penalty 4667.121447 = -1962694.365346
  nChanged 3
		SP:Iteration 74Q (140302.510000 sec): 3 clusters
  Score: Raw -1967362.590678 + Penalty 4667.121447 = -1962695.469231
  nChanged 3
		SP:Iteration 75Q (140302.810000 sec): 3 clusters
  Score: Raw -1967363.708904 + Penalty 4667.121447 = -1962696.587457
  nChanged 2
		SP:Iteration 76Q (140303.080000 sec): 3 clusters
  Score: Raw -1967364.212841 + Penalty 4667.121447 = -1962697.091395
  nChanged 1
		SP:Iteration 77Q (140303.340000 sec): 3 clusters
  Score: Raw -1967364.336237 + Penalty 4667.121447 = -1962697.214790
  nChanged 0
		SP:Iteration 78F (140303.570000 sec): 3 clusters
  Score: Raw -1967364.336237 + Penalty 4667.121447 = -1962697.214790
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 53 (3591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140303.710000 sec): 2 clusters
  Score: Raw -489388.094094 + Penalty 2030.174127 = -487357.919967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140303.880000 sec): 3 clusters
  Score: Raw -487869.648013 + Penalty 4060.348253 = -483809.299760
  nChanged 1321
		SP:Iteration 1F (140304.050000 sec): 3 clusters
  Score: Raw -488974.357737 + Penalty 4060.348253 = -484914.009484
  nChanged 344
		SP:Iteration 2F (140304.180000 sec): 3 clusters
  Score: Raw -489339.409456 + Penalty 4060.348253 = -485279.061203
  nChanged 251
		SP:Iteration 3F (140304.370000 sec): 3 clusters
  Score: Raw -489578.420769 + Penalty 4060.348253 = -485518.072516
  nChanged 156
		SP:Iteration 4Q (140304.540000 sec): 3 clusters
  Score: Raw -489713.031710 + Penalty 4060.348253 = -485652.683457
  nChanged 118
		SP:Iteration 5Q (140304.660000 sec): 3 clusters
  Score: Raw -489818.083594 + Penalty 4060.348253 = -485757.735341
  nChanged 103
		SP:Iteration 6Q (140304.820000 sec): 3 clusters
  Score: Raw -489905.777135 + Penalty 4060.348253 = -485845.428882
  nChanged 99
		SP:Iteration 7Q (140305.000000 sec): 3 clusters
  Score: Raw -489994.103368 + Penalty 4060.348253 = -485933.755115
  nChanged 87
		SP:Iteration 8Q (140305.190000 sec): 3 clusters
  Score: Raw -490061.890593 + Penalty 4060.348253 = -486001.542340
  nChanged 74
		SP:Iteration 9Q (140305.350000 sec): 3 clusters
  Score: Raw -490113.187587 + Penalty 4060.348253 = -486052.839334
  nChanged 56
		SP:Iteration 10Q (140305.520000 sec): 3 clusters
  Score: Raw -490152.583342 + Penalty 4060.348253 = -486092.235089
  nChanged 44
		SP:Iteration 11Q (140305.720000 sec): 3 clusters
  Score: Raw -490182.210774 + Penalty 4060.348253 = -486121.862521
  nChanged 37
		SP:Iteration 12Q (140305.860000 sec): 3 clusters
  Score: Raw -490200.993797 + Penalty 4060.348253 = -486140.645544
  nChanged 29
		SP:Iteration 13Q (140306.060000 sec): 3 clusters
  Score: Raw -490215.705538 + Penalty 4060.348253 = -486155.357285
  nChanged 23
		SP:Iteration 14Q (140306.290000 sec): 3 clusters
  Score: Raw -490227.979859 + Penalty 4060.348253 = -486167.631606
  nChanged 20
		SP:Iteration 15Q (140306.490000 sec): 3 clusters
  Score: Raw -490236.290972 + Penalty 4060.348253 = -486175.942718
  nChanged 16
		SP:Iteration 16Q (140306.660000 sec): 3 clusters
  Score: Raw -490242.653695 + Penalty 4060.348253 = -486182.305441
  nChanged 20
		SP:Iteration 17Q (140306.860000 sec): 3 clusters
  Score: Raw -490251.365860 + Penalty 4060.348253 = -486191.017607
  nChanged 23
		SP:Iteration 18Q (140307.040000 sec): 3 clusters
  Score: Raw -490261.124492 + Penalty 4060.348253 = -486200.776239
  nChanged 12
		SP:Iteration 19Q (140307.170000 sec): 3 clusters
  Score: Raw -490266.127098 + Penalty 4060.348253 = -486205.778845
  nChanged 15
		SP:Iteration 20F (140307.300000 sec): 3 clusters
  Score: Raw -490271.884802 + Penalty 4060.348253 = -486211.536549
  nChanged 12
		SP:Iteration 21Q (140307.510000 sec): 3 clusters
  Score: Raw -490278.279391 + Penalty 4060.348253 = -486217.931138
  nChanged 15
		SP:Iteration 22Q (140307.740000 sec): 3 clusters
  Score: Raw -490288.399437 + Penalty 4060.348253 = -486228.051184
  nChanged 11
		SP:Iteration 23Q (140307.920000 sec): 3 clusters
  Score: Raw -490293.727009 + Penalty 4060.348253 = -486233.378756
  nChanged 8
		SP:Iteration 24Q (140308.230000 sec): 3 clusters
  Score: Raw -490296.428051 + Penalty 4060.348253 = -486236.079798
  nChanged 3
		SP:Iteration 25Q (140308.410000 sec): 3 clusters
  Score: Raw -490297.790106 + Penalty 4060.348253 = -486237.441852
  nChanged 6
		SP:Iteration 26Q (140308.590000 sec): 3 clusters
  Score: Raw -490300.038596 + Penalty 4060.348253 = -486239.690342
  nChanged 7
		SP:Iteration 27Q (140308.770000 sec): 3 clusters
  Score: Raw -490302.986172 + Penalty 4060.348253 = -486242.637919
  nChanged 4
		SP:Iteration 28Q (140308.960000 sec): 3 clusters
  Score: Raw -490304.366937 + Penalty 4060.348253 = -486244.018684
  nChanged 2
		SP:Iteration 29Q (140309.180000 sec): 3 clusters
  Score: Raw -490304.878235 + Penalty 4060.348253 = -486244.529982
  nChanged 3
		SP:Iteration 30Q (140309.350000 sec): 3 clusters
  Score: Raw -490306.309321 + Penalty 4060.348253 = -486245.961068
  nChanged 3
		SP:Iteration 31Q (140309.540000 sec): 3 clusters
  Score: Raw -490306.769822 + Penalty 4060.348253 = -486246.421569
  nChanged 1
		SP:Iteration 32Q (140309.720000 sec): 3 clusters
  Score: Raw -490307.012524 + Penalty 4060.348253 = -486246.664271
  nChanged 0
		SP:Iteration 33F (140309.940000 sec): 3 clusters
  Score: Raw -490307.012524 + Penalty 4060.348253 = -486246.664271
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 54 (3353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140310.050000 sec): 2 clusters
  Score: Raw -493144.960933 + Penalty 2013.167465 = -491131.793467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140310.280000 sec): 3 clusters
  Score: Raw -491709.267614 + Penalty 4026.334930 = -487682.932684
  nChanged 1225
		SP:Iteration 1F (140310.480000 sec): 3 clusters
  Score: Raw -492598.827745 + Penalty 4026.334930 = -488572.492814
  nChanged 293
		SP:Iteration 2F (140310.680000 sec): 3 clusters
  Score: Raw -492867.745704 + Penalty 4026.334930 = -488841.410774
  nChanged 209
		SP:Iteration 3F (140310.870000 sec): 3 clusters
  Score: Raw -493074.521916 + Penalty 4026.334930 = -489048.186985
  nChanged 165
		SP:Iteration 4Q (140311.090000 sec): 3 clusters
  Score: Raw -493238.652219 + Penalty 4026.334930 = -489212.317289
  nChanged 161
		SP:Iteration 5Q (140311.300000 sec): 3 clusters
  Score: Raw -493384.366864 + Penalty 4026.334930 = -489358.031933
  nChanged 125
		SP:Iteration 6Q (140311.500000 sec): 3 clusters
  Score: Raw -493502.968838 + Penalty 4026.334930 = -489476.633908
  nChanged 131
		SP:Iteration 7Q (140311.740000 sec): 3 clusters
  Score: Raw -493628.280678 + Penalty 4026.334930 = -489601.945748
  nChanged 131
		SP:Iteration 8Q (140311.950000 sec): 3 clusters
  Score: Raw -493758.767007 + Penalty 4026.334930 = -489732.432077
  nChanged 143
		SP:Iteration 9Q (140312.200000 sec): 3 clusters
  Score: Raw -493901.418534 + Penalty 4026.334930 = -489875.083604
  nChanged 109
		SP:Iteration 10Q (140312.450000 sec): 3 clusters
  Score: Raw -494003.538866 + Penalty 4026.334930 = -489977.203936
  nChanged 98
		SP:Iteration 11Q (140312.690000 sec): 3 clusters
  Score: Raw -494071.693485 + Penalty 4026.334930 = -490045.358555
  nChanged 70
		SP:Iteration 12Q (140312.890000 sec): 3 clusters
  Score: Raw -494115.947923 + Penalty 4026.334930 = -490089.612993
  nChanged 58
		SP:Iteration 13Q (140313.120000 sec): 3 clusters
  Score: Raw -494145.838062 + Penalty 4026.334930 = -490119.503131
  nChanged 37
		SP:Iteration 14Q (140313.250000 sec): 3 clusters
  Score: Raw -494167.305806 + Penalty 4026.334930 = -490140.970875
  nChanged 26
		SP:Iteration 15Q (140313.380000 sec): 3 clusters
  Score: Raw -494181.256085 + Penalty 4026.334930 = -490154.921155
  nChanged 20
		SP:Iteration 16Q (140313.510000 sec): 3 clusters
  Score: Raw -494190.895501 + Penalty 4026.334930 = -490164.560570
  nChanged 17
		SP:Iteration 17Q (140313.660000 sec): 3 clusters
  Score: Raw -494202.048549 + Penalty 4026.334930 = -490175.713618
  nChanged 19
		SP:Iteration 18Q (140313.820000 sec): 3 clusters
  Score: Raw -494214.971521 + Penalty 4026.334930 = -490188.636591
  nChanged 22
		SP:Iteration 19Q (140313.960000 sec): 3 clusters
  Score: Raw -494227.611543 + Penalty 4026.334930 = -490201.276613
  nChanged 20
		SP:Iteration 20F (140314.150000 sec): 3 clusters
  Score: Raw -494242.978404 + Penalty 4026.334930 = -490216.643474
  nChanged 23
		SP:Iteration 21Q (140314.320000 sec): 3 clusters
  Score: Raw -494253.896510 + Penalty 4026.334930 = -490227.561580
  nChanged 11
		SP:Iteration 22Q (140314.510000 sec): 3 clusters
  Score: Raw -494259.193158 + Penalty 4026.334930 = -490232.858228
  nChanged 9
		SP:Iteration 23Q (140314.690000 sec): 3 clusters
  Score: Raw -494262.687366 + Penalty 4026.334930 = -490236.352436
  nChanged 4
		SP:Iteration 24Q (140314.860000 sec): 3 clusters
  Score: Raw -494264.069281 + Penalty 4026.334930 = -490237.734351
  nChanged 5
		SP:Iteration 25Q (140315.090000 sec): 3 clusters
  Score: Raw -494266.230159 + Penalty 4026.334930 = -490239.895229
  nChanged 1
		SP:Iteration 26Q (140315.280000 sec): 3 clusters
  Score: Raw -494266.546236 + Penalty 4026.334930 = -490240.211306
  nChanged 1
		SP:Iteration 27Q (140315.450000 sec): 3 clusters
  Score: Raw -494266.942906 + Penalty 4026.334930 = -490240.607975
  nChanged 1
		SP:Iteration 28Q (140315.560000 sec): 3 clusters
  Score: Raw -494267.227902 + Penalty 4026.334930 = -490240.892972
  nChanged 0
		SP:Iteration 29F (140315.690000 sec): 3 clusters
  Score: Raw -494267.227902 + Penalty 4026.334930 = -490240.892972
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 55 (5734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140315.870000 sec): 2 clusters
  Score: Raw -923063.284221 + Penalty 2146.233824 = -920917.050397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140316.130000 sec): 3 clusters
  Score: Raw -920274.941875 + Penalty 4292.467649 = -915982.474226
  nChanged 2217
		SP:Iteration 1F (140316.290000 sec): 3 clusters
  Score: Raw -921537.893717 + Penalty 4292.467649 = -917245.426069
  nChanged 441
		SP:Iteration 2F (140316.500000 sec): 3 clusters
  Score: Raw -921855.582608 + Penalty 4292.467649 = -917563.114959
  nChanged 369
		SP:Iteration 3F (140316.700000 sec): 3 clusters
  Score: Raw -922163.991719 + Penalty 4292.467649 = -917871.524070
  nChanged 328
		SP:Iteration 4F (140316.920000 sec): 3 clusters
  Score: Raw -922412.663291 + Penalty 4292.467649 = -918120.195642
  nChanged 301
		SP:Iteration 5F (140317.130000 sec): 3 clusters
  Score: Raw -922657.613278 + Penalty 4292.467649 = -918365.145629
  nChanged 266
		SP:Iteration 6Q (140317.330000 sec): 3 clusters
  Score: Raw -922840.344565 + Penalty 4292.467649 = -918547.876917
  nChanged 190
		SP:Iteration 7Q (140317.550000 sec): 3 clusters
  Score: Raw -922959.589695 + Penalty 4292.467649 = -918667.122046
  nChanged 176
		SP:Iteration 8Q (140317.670000 sec): 3 clusters
  Score: Raw -923070.818522 + Penalty 4292.467649 = -918778.350873
  nChanged 167
		SP:Iteration 9Q (140317.910000 sec): 3 clusters
  Score: Raw -923164.485024 + Penalty 4292.467649 = -918872.017375
  nChanged 135
		SP:Iteration 10Q (140318.170000 sec): 3 clusters
  Score: Raw -923236.807987 + Penalty 4292.467649 = -918944.340338
  nChanged 109
		SP:Iteration 11Q (140318.410000 sec): 3 clusters
  Score: Raw -923283.030274 + Penalty 4292.467649 = -918990.562626
  nChanged 82
		SP:Iteration 12Q (140318.650000 sec): 3 clusters
  Score: Raw -923312.957877 + Penalty 4292.467649 = -919020.490228
  nChanged 56
		SP:Iteration 13Q (140318.820000 sec): 3 clusters
  Score: Raw -923329.779419 + Penalty 4292.467649 = -919037.311770
  nChanged 34
		SP:Iteration 14Q (140319.050000 sec): 3 clusters
  Score: Raw -923341.056416 + Penalty 4292.467649 = -919048.588767
  nChanged 35
		SP:Iteration 15Q (140319.320000 sec): 3 clusters
  Score: Raw -923354.745583 + Penalty 4292.467649 = -919062.277935
  nChanged 43
		SP:Iteration 16Q (140319.530000 sec): 3 clusters
  Score: Raw -923372.562249 + Penalty 4292.467649 = -919080.094601
  nChanged 42
		SP:Iteration 17Q (140319.790000 sec): 3 clusters
  Score: Raw -923387.119912 + Penalty 4292.467649 = -919094.652263
  nChanged 31
		SP:Iteration 18Q (140319.990000 sec): 3 clusters
  Score: Raw -923397.115645 + Penalty 4292.467649 = -919104.647996
  nChanged 25
		SP:Iteration 19Q (140320.160000 sec): 3 clusters
  Score: Raw -923406.011823 + Penalty 4292.467649 = -919113.544174
  nChanged 24
		SP:Iteration 20F (140320.370000 sec): 3 clusters
  Score: Raw -923412.365566 + Penalty 4292.467649 = -919119.897918
  nChanged 16
		SP:Iteration 21Q (140320.590000 sec): 3 clusters
  Score: Raw -923416.588352 + Penalty 4292.467649 = -919124.120704
  nChanged 14
		SP:Iteration 22Q (140320.900000 sec): 3 clusters
  Score: Raw -923421.912208 + Penalty 4292.467649 = -919129.444560
  nChanged 17
		SP:Iteration 23Q (140321.180000 sec): 3 clusters
  Score: Raw -923426.913157 + Penalty 4292.467649 = -919134.445509
  nChanged 18
		SP:Iteration 24Q (140321.430000 sec): 3 clusters
  Score: Raw -923432.750727 + Penalty 4292.467649 = -919140.283078
  nChanged 12
		SP:Iteration 25Q (140321.620000 sec): 3 clusters
  Score: Raw -923436.095590 + Penalty 4292.467649 = -919143.627942
  nChanged 12
		SP:Iteration 26Q (140321.820000 sec): 3 clusters
  Score: Raw -923439.685142 + Penalty 4292.467649 = -919147.217493
  nChanged 12
		SP:Iteration 27Q (140322.030000 sec): 3 clusters
  Score: Raw -923443.056639 + Penalty 4292.467649 = -919150.588991
  nChanged 14
		SP:Iteration 28Q (140322.250000 sec): 3 clusters
  Score: Raw -923446.771780 + Penalty 4292.467649 = -919154.304131
  nChanged 10
		SP:Iteration 29Q (140322.470000 sec): 3 clusters
  Score: Raw -923449.450015 + Penalty 4292.467649 = -919156.982366
  nChanged 14
		SP:Iteration 30Q (140322.640000 sec): 3 clusters
  Score: Raw -923454.066561 + Penalty 4292.467649 = -919161.598912
  nChanged 18
		SP:Iteration 31Q (140322.850000 sec): 3 clusters
  Score: Raw -923462.030346 + Penalty 4292.467649 = -919169.562697
  nChanged 19
		SP:Iteration 32Q (140323.060000 sec): 3 clusters
  Score: Raw -923469.416471 + Penalty 4292.467649 = -919176.948823
  nChanged 18
		SP:Iteration 33Q (140323.270000 sec): 3 clusters
  Score: Raw -923474.444677 + Penalty 4292.467649 = -919181.977028
  nChanged 12
		SP:Iteration 34Q (140323.480000 sec): 3 clusters
  Score: Raw -923477.484401 + Penalty 4292.467649 = -919185.016752
  nChanged 11
		SP:Iteration 35Q (140323.770000 sec): 3 clusters
  Score: Raw -923480.517186 + Penalty 4292.467649 = -919188.049537
  nChanged 13
		SP:Iteration 36Q (140324.060000 sec): 3 clusters
  Score: Raw -923483.494481 + Penalty 4292.467649 = -919191.026833
  nChanged 13
		SP:Iteration 37Q (140324.290000 sec): 3 clusters
  Score: Raw -923487.796459 + Penalty 4292.467649 = -919195.328810
  nChanged 18
		SP:Iteration 38Q (140324.600000 sec): 3 clusters
  Score: Raw -923494.043164 + Penalty 4292.467649 = -919201.575515
  nChanged 20
		SP:Iteration 39Q (140324.860000 sec): 3 clusters
  Score: Raw -923500.597106 + Penalty 4292.467649 = -919208.129457
  nChanged 29
		SP:Iteration 40F (140325.060000 sec): 3 clusters
  Score: Raw -923509.859490 + Penalty 4292.467649 = -919217.391841
  nChanged 21
		SP:Iteration 41Q (140325.230000 sec): 3 clusters
  Score: Raw -923517.924920 + Penalty 4292.467649 = -919225.457271
  nChanged 30
		SP:Iteration 42Q (140325.440000 sec): 3 clusters
  Score: Raw -923529.888219 + Penalty 4292.467649 = -919237.420570
  nChanged 35
		SP:Iteration 43Q (140325.670000 sec): 3 clusters
  Score: Raw -923544.234036 + Penalty 4292.467649 = -919251.766387
  nChanged 27
		SP:Iteration 44Q (140325.870000 sec): 3 clusters
  Score: Raw -923553.175349 + Penalty 4292.467649 = -919260.707701
  nChanged 20
		SP:Iteration 45Q (140326.140000 sec): 3 clusters
  Score: Raw -923560.050101 + Penalty 4292.467649 = -919267.582452
  nChanged 18
		SP:Iteration 46Q (140326.350000 sec): 3 clusters
  Score: Raw -923565.247427 + Penalty 4292.467649 = -919272.779779
  nChanged 13
		SP:Iteration 47Q (140326.660000 sec): 3 clusters
  Score: Raw -923568.146053 + Penalty 4292.467649 = -919275.678405
  nChanged 12
		SP:Iteration 48Q (140326.880000 sec): 3 clusters
  Score: Raw -923570.968849 + Penalty 4292.467649 = -919278.501200
  nChanged 2
		SP:Iteration 49Q (140327.110000 sec): 3 clusters
  Score: Raw -923571.498347 + Penalty 4292.467649 = -919279.030698
  nChanged 3
		SP:Iteration 50Q (140327.360000 sec): 3 clusters
  Score: Raw -923572.216504 + Penalty 4292.467649 = -919279.748855
  nChanged 4
		SP:Iteration 51Q (140327.570000 sec): 3 clusters
  Score: Raw -923573.208209 + Penalty 4292.467649 = -919280.740561
  nChanged 2
		SP:Iteration 52Q (140327.840000 sec): 3 clusters
  Score: Raw -923573.485568 + Penalty 4292.467649 = -919281.017919
  nChanged 1
		SP:Iteration 53Q (140328.040000 sec): 3 clusters
  Score: Raw -923573.856317 + Penalty 4292.467649 = -919281.388668
  nChanged 5
		SP:Iteration 54Q (140328.260000 sec): 3 clusters
  Score: Raw -923575.371213 + Penalty 4292.467649 = -919282.903564
  nChanged 7
		SP:Iteration 55Q (140328.520000 sec): 3 clusters
  Score: Raw -923577.328330 + Penalty 4292.467649 = -919284.860682
  nChanged 10
		SP:Iteration 56Q (140328.760000 sec): 3 clusters
  Score: Raw -923579.888256 + Penalty 4292.467649 = -919287.420608
  nChanged 7
		SP:Iteration 57Q (140328.990000 sec): 3 clusters
  Score: Raw -923581.639031 + Penalty 4292.467649 = -919289.171382
  nChanged 4
		SP:Iteration 58Q (140329.240000 sec): 3 clusters
  Score: Raw -923582.396143 + Penalty 4292.467649 = -919289.928494
  nChanged 6
		SP:Iteration 59Q (140329.420000 sec): 3 clusters
  Score: Raw -923583.726764 + Penalty 4292.467649 = -919291.259116
  nChanged 7
		SP:Iteration 60F (140329.620000 sec): 3 clusters
  Score: Raw -923585.084822 + Penalty 4292.467649 = -919292.617173
  nChanged 2
		SP:Iteration 61Q (140329.780000 sec): 3 clusters
  Score: Raw -923585.560833 + Penalty 4292.467649 = -919293.093185
  nChanged 1
		SP:Iteration 62Q (140330.010000 sec): 3 clusters
  Score: Raw -923585.829686 + Penalty 4292.467649 = -919293.362037
  nChanged 2
		SP:Iteration 63Q (140330.210000 sec): 3 clusters
  Score: Raw -923586.361823 + Penalty 4292.467649 = -919293.894175
  nChanged 1
		SP:Iteration 64Q (140330.440000 sec): 3 clusters
  Score: Raw -923586.516504 + Penalty 4292.467649 = -919294.048855
  nChanged 1
		SP:Iteration 65Q (140330.640000 sec): 3 clusters
  Score: Raw -923586.707965 + Penalty 4292.467649 = -919294.240316
  nChanged 3
		SP:Iteration 66Q (140330.880000 sec): 3 clusters
  Score: Raw -923587.482422 + Penalty 4292.467649 = -919295.014773
  nChanged 1
		SP:Iteration 67Q (140331.120000 sec): 3 clusters
  Score: Raw -923587.857024 + Penalty 4292.467649 = -919295.389375
  nChanged 3
		SP:Iteration 68Q (140331.370000 sec): 3 clusters
  Score: Raw -923588.490707 + Penalty 4292.467649 = -919296.023058
  nChanged 3
		SP:Iteration 69Q (140331.580000 sec): 3 clusters
  Score: Raw -923589.219924 + Penalty 4292.467649 = -919296.752275
  nChanged 3
		SP:Iteration 70Q (140331.760000 sec): 3 clusters
  Score: Raw -923589.971291 + Penalty 4292.467649 = -919297.503642
  nChanged 4
		SP:Iteration 71Q (140331.940000 sec): 3 clusters
  Score: Raw -923590.832882 + Penalty 4292.467649 = -919298.365233
  nChanged 2
		SP:Iteration 72Q (140332.150000 sec): 3 clusters
  Score: Raw -923591.167723 + Penalty 4292.467649 = -919298.700074
  nChanged 6
		SP:Iteration 73Q (140332.410000 sec): 3 clusters
  Score: Raw -923592.658009 + Penalty 4292.467649 = -919300.190361
  nChanged 4
		SP:Iteration 74Q (140332.650000 sec): 3 clusters
  Score: Raw -923593.798568 + Penalty 4292.467649 = -919301.330919
  nChanged 3
		SP:Iteration 75Q (140332.880000 sec): 3 clusters
  Score: Raw -923594.380196 + Penalty 4292.467649 = -919301.912547
  nChanged 5
		SP:Iteration 76Q (140333.100000 sec): 3 clusters
  Score: Raw -923595.483099 + Penalty 4292.467649 = -919303.015451
  nChanged 2
		SP:Iteration 77Q (140333.250000 sec): 3 clusters
  Score: Raw -923595.817868 + Penalty 4292.467649 = -919303.350220
  nChanged 0
		SP:Iteration 78F (140333.510000 sec): 3 clusters
  Score: Raw -923595.817868 + Penalty 4292.467649 = -919303.350220
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 56 (47555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140333.940000 sec): 2 clusters
  Score: Raw -7164733.260523 + Penalty 2670.871269 = -7162062.389253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140334.490000 sec): 3 clusters
  Score: Raw -7135159.185471 + Penalty 5341.742539 = -7129817.442933
  nChanged 22001
		SP:Iteration 1F (140334.980000 sec): 3 clusters
  Score: Raw -7148106.081377 + Penalty 5341.742539 = -7142764.338838
  nChanged 2557
		SP:Iteration 2F (140335.480000 sec): 3 clusters
  Score: Raw -7149315.461814 + Penalty 5341.742539 = -7143973.719275
  nChanged 2695
		SP:Iteration 3F (140336.000000 sec): 3 clusters
  Score: Raw -7150707.895411 + Penalty 5341.742539 = -7145366.152872
  nChanged 2723
		SP:Iteration 4F (140336.540000 sec): 3 clusters
  Score: Raw -7152148.674641 + Penalty 5341.742539 = -7146806.932102
  nChanged 2715
		SP:Iteration 5F (140337.110000 sec): 3 clusters
  Score: Raw -7153627.445514 + Penalty 5341.742539 = -7148285.702975
  nChanged 2585
		SP:Iteration 6F (140337.620000 sec): 3 clusters
  Score: Raw -7155108.061342 + Penalty 5341.742539 = -7149766.318804
  nChanged 2505
		SP:Iteration 7F (140338.110000 sec): 3 clusters
  Score: Raw -7156611.019717 + Penalty 5341.742539 = -7151269.277179
  nChanged 2358
		SP:Iteration 8Q (140338.710000 sec): 3 clusters
  Score: Raw -7158055.034127 + Penalty 5341.742539 = -7152713.291588
  nChanged 2058
		SP:Iteration 9Q (140339.290000 sec): 3 clusters
  Score: Raw -7159319.696867 + Penalty 5341.742539 = -7153977.954328
  nChanged 1833
		SP:Iteration 10Q (140339.880000 sec): 3 clusters
  Score: Raw -7160507.594924 + Penalty 5341.742539 = -7155165.852386
  nChanged 1627
		SP:Iteration 11Q (140340.500000 sec): 3 clusters
  Score: Raw -7161564.734433 + Penalty 5341.742539 = -7156222.991894
  nChanged 1366
		SP:Iteration 12Q (140341.030000 sec): 3 clusters
  Score: Raw -7162443.297558 + Penalty 5341.742539 = -7157101.555020
  nChanged 1109
		SP:Iteration 13Q (140341.570000 sec): 3 clusters
  Score: Raw -7163161.064616 + Penalty 5341.742539 = -7157819.322077
  nChanged 883
		SP:Iteration 14Q (140342.120000 sec): 3 clusters
  Score: Raw -7163693.985056 + Penalty 5341.742539 = -7158352.242517
  nChanged 723
		SP:Iteration 15Q (140342.690000 sec): 3 clusters
  Score: Raw -7164096.161501 + Penalty 5341.742539 = -7158754.418962
  nChanged 573
		SP:Iteration 16Q (140343.160000 sec): 3 clusters
  Score: Raw -7164394.577540 + Penalty 5341.742539 = -7159052.835001
  nChanged 493
		SP:Iteration 17Q (140343.700000 sec): 3 clusters
  Score: Raw -7164654.426604 + Penalty 5341.742539 = -7159312.684065
  nChanged 425
		SP:Iteration 18Q (140344.190000 sec): 3 clusters
  Score: Raw -7164860.604970 + Penalty 5341.742539 = -7159518.862432
  nChanged 334
		SP:Iteration 19Q (140344.690000 sec): 3 clusters
  Score: Raw -7164994.682823 + Penalty 5341.742539 = -7159652.940284
  nChanged 284
		SP:Iteration 20F (140345.320000 sec): 3 clusters
  Score: Raw -7165104.333920 + Penalty 5341.742539 = -7159762.591381
  nChanged 238
		SP:Iteration 21Q (140345.900000 sec): 3 clusters
  Score: Raw -7165187.094641 + Penalty 5341.742539 = -7159845.352102
  nChanged 189
		SP:Iteration 22Q (140346.450000 sec): 3 clusters
  Score: Raw -7165248.731033 + Penalty 5341.742539 = -7159906.988495
  nChanged 160
		SP:Iteration 23Q (140346.970000 sec): 3 clusters
  Score: Raw -7165290.252208 + Penalty 5341.742539 = -7159948.509669
  nChanged 128
		SP:Iteration 24Q (140347.490000 sec): 3 clusters
  Score: Raw -7165324.580337 + Penalty 5341.742539 = -7159982.837798
  nChanged 113
		SP:Iteration 25Q (140347.940000 sec): 3 clusters
  Score: Raw -7165354.289776 + Penalty 5341.742539 = -7160012.547237
  nChanged 94
		SP:Iteration 26Q (140348.410000 sec): 3 clusters
  Score: Raw -7165379.441726 + Penalty 5341.742539 = -7160037.699187
  nChanged 80
		SP:Iteration 27Q (140348.920000 sec): 3 clusters
  Score: Raw -7165399.784335 + Penalty 5341.742539 = -7160058.041796
  nChanged 89
		SP:Iteration 28Q (140349.460000 sec): 3 clusters
  Score: Raw -7165422.221043 + Penalty 5341.742539 = -7160080.478504
  nChanged 72
		SP:Iteration 29Q (140349.930000 sec): 3 clusters
  Score: Raw -7165440.741229 + Penalty 5341.742539 = -7160098.998691
  nChanged 77
		SP:Iteration 30Q (140350.450000 sec): 3 clusters
  Score: Raw -7165461.843992 + Penalty 5341.742539 = -7160120.101454
  nChanged 72
		SP:Iteration 31Q (140350.980000 sec): 3 clusters
  Score: Raw -7165479.670916 + Penalty 5341.742539 = -7160137.928378
  nChanged 61
		SP:Iteration 32Q (140351.470000 sec): 3 clusters
  Score: Raw -7165498.801769 + Penalty 5341.742539 = -7160157.059230
  nChanged 70
		SP:Iteration 33Q (140351.860000 sec): 3 clusters
  Score: Raw -7165518.431007 + Penalty 5341.742539 = -7160176.688468
  nChanged 64
		SP:Iteration 34Q (140352.320000 sec): 3 clusters
  Score: Raw -7165536.842395 + Penalty 5341.742539 = -7160195.099856
  nChanged 58
		SP:Iteration 35Q (140352.750000 sec): 3 clusters
  Score: Raw -7165552.534927 + Penalty 5341.742539 = -7160210.792388
  nChanged 40
		SP:Iteration 36Q (140353.240000 sec): 3 clusters
  Score: Raw -7165563.208048 + Penalty 5341.742539 = -7160221.465509
  nChanged 40
		SP:Iteration 37Q (140353.680000 sec): 3 clusters
  Score: Raw -7165575.842028 + Penalty 5341.742539 = -7160234.099489
  nChanged 48
		SP:Iteration 38Q (140354.110000 sec): 3 clusters
  Score: Raw -7165589.219969 + Penalty 5341.742539 = -7160247.477431
  nChanged 38
		SP:Iteration 39Q (140354.560000 sec): 3 clusters
  Score: Raw -7165602.666561 + Penalty 5341.742539 = -7160260.924023
  nChanged 54
		SP:Iteration 40F (140355.030000 sec): 3 clusters
  Score: Raw -7165616.428060 + Penalty 5341.742539 = -7160274.685522
  nChanged 42
		SP:Iteration 41Q (140355.530000 sec): 3 clusters
  Score: Raw -7165630.630143 + Penalty 5341.742539 = -7160288.887604
  nChanged 49
		SP:Iteration 42Q (140355.980000 sec): 3 clusters
  Score: Raw -7165646.031575 + Penalty 5341.742539 = -7160304.289037
  nChanged 35
		SP:Iteration 43Q (140356.480000 sec): 3 clusters
  Score: Raw -7165657.442358 + Penalty 5341.742539 = -7160315.699819
  nChanged 28
		SP:Iteration 44Q (140356.960000 sec): 3 clusters
  Score: Raw -7165664.400865 + Penalty 5341.742539 = -7160322.658327
  nChanged 24
		SP:Iteration 45Q (140357.490000 sec): 3 clusters
  Score: Raw -7165669.281344 + Penalty 5341.742539 = -7160327.538806
  nChanged 19
		SP:Iteration 46Q (140357.990000 sec): 3 clusters
  Score: Raw -7165673.296414 + Penalty 5341.742539 = -7160331.553876
  nChanged 16
		SP:Iteration 47Q (140358.430000 sec): 3 clusters
  Score: Raw -7165676.708639 + Penalty 5341.742539 = -7160334.966101
  nChanged 12
		SP:Iteration 48Q (140358.880000 sec): 3 clusters
  Score: Raw -7165680.053719 + Penalty 5341.742539 = -7160338.311180
  nChanged 10
		SP:Iteration 49Q (140359.410000 sec): 3 clusters
  Score: Raw -7165682.425418 + Penalty 5341.742539 = -7160340.682879
  nChanged 10
		SP:Iteration 50Q (140359.880000 sec): 3 clusters
  Score: Raw -7165684.379746 + Penalty 5341.742539 = -7160342.637207
  nChanged 7
		SP:Iteration 51Q (140360.360000 sec): 3 clusters
  Score: Raw -7165685.602117 + Penalty 5341.742539 = -7160343.859578
  nChanged 3
		SP:Iteration 52Q (140360.890000 sec): 3 clusters
  Score: Raw -7165686.056658 + Penalty 5341.742539 = -7160344.314120
  nChanged 2
		SP:Iteration 53Q (140361.380000 sec): 3 clusters
  Score: Raw -7165686.289335 + Penalty 5341.742539 = -7160344.546797
  nChanged 2
		SP:Iteration 54Q (140361.900000 sec): 3 clusters
  Score: Raw -7165686.489719 + Penalty 5341.742539 = -7160344.747181
  nChanged 2
		SP:Iteration 55Q (140362.440000 sec): 3 clusters
  Score: Raw -7165686.845953 + Penalty 5341.742539 = -7160345.103414
  nChanged 1
		SP:Iteration 56Q (140363.030000 sec): 3 clusters
  Score: Raw -7165687.281653 + Penalty 5341.742539 = -7160345.539115
  nChanged 4
		SP:Iteration 57Q (140363.620000 sec): 3 clusters
  Score: Raw -7165688.517518 + Penalty 5341.742539 = -7160346.774979
  nChanged 3
		SP:Iteration 58Q (140364.130000 sec): 3 clusters
  Score: Raw -7165689.021033 + Penalty 5341.742539 = -7160347.278495
  nChanged 4
		SP:Iteration 59Q (140364.650000 sec): 3 clusters
  Score: Raw -7165689.695518 + Penalty 5341.742539 = -7160347.952979
  nChanged 2
		SP:Iteration 60F (140365.220000 sec): 3 clusters
  Score: Raw -7165689.962642 + Penalty 5341.742539 = -7160348.220103
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 57 (11725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140365.370000 sec): 2 clusters
  Score: Raw -1858297.719813 + Penalty 2323.630691 = -1855974.089122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140365.640000 sec): 3 clusters
  Score: Raw -1851890.702857 + Penalty 4647.261382 = -1847243.441475
  nChanged 4982
		SP:Iteration 1F (140365.960000 sec): 3 clusters
  Score: Raw -1854523.987779 + Penalty 4647.261382 = -1849876.726397
  nChanged 745
		SP:Iteration 2F (140366.170000 sec): 3 clusters
  Score: Raw -1854891.810204 + Penalty 4647.261382 = -1850244.548821
  nChanged 603
		SP:Iteration 3F (140366.410000 sec): 3 clusters
  Score: Raw -1855274.994693 + Penalty 4647.261382 = -1850627.733311
  nChanged 635
		SP:Iteration 4F (140366.690000 sec): 3 clusters
  Score: Raw -1855760.258856 + Penalty 4647.261382 = -1851112.997473
  nChanged 673
		SP:Iteration 5F (140367.020000 sec): 3 clusters
  Score: Raw -1856337.677478 + Penalty 4647.261382 = -1851690.416095
  nChanged 742
		SP:Iteration 6F (140367.360000 sec): 3 clusters
  Score: Raw -1857015.251677 + Penalty 4647.261382 = -1852367.990295
  nChanged 696
		SP:Iteration 7F (140367.600000 sec): 3 clusters
  Score: Raw -1857573.083735 + Penalty 4647.261382 = -1852925.822353
  nChanged 641
		SP:Iteration 8F (140367.860000 sec): 3 clusters
  Score: Raw -1858031.693974 + Penalty 4647.261382 = -1853384.432592
  nChanged 568
		SP:Iteration 9Q (140368.210000 sec): 3 clusters
  Score: Raw -1858417.962392 + Penalty 4647.261382 = -1853770.701010
  nChanged 462
		SP:Iteration 10Q (140368.480000 sec): 3 clusters
  Score: Raw -1858677.615279 + Penalty 4647.261382 = -1854030.353897
  nChanged 386
		SP:Iteration 11Q (140368.720000 sec): 3 clusters
  Score: Raw -1858895.843358 + Penalty 4647.261382 = -1854248.581976
  nChanged 354
		SP:Iteration 12Q (140368.980000 sec): 3 clusters
  Score: Raw -1859082.383060 + Penalty 4647.261382 = -1854435.121678
  nChanged 280
		SP:Iteration 13Q (140369.200000 sec): 3 clusters
  Score: Raw -1859199.741055 + Penalty 4647.261382 = -1854552.479672
  nChanged 198
		SP:Iteration 14Q (140369.470000 sec): 3 clusters
  Score: Raw -1859269.134671 + Penalty 4647.261382 = -1854621.873289
  nChanged 144
		SP:Iteration 15Q (140369.730000 sec): 3 clusters
  Score: Raw -1859321.911782 + Penalty 4647.261382 = -1854674.650399
  nChanged 124
		SP:Iteration 16Q (140369.970000 sec): 3 clusters
  Score: Raw -1859364.885667 + Penalty 4647.261382 = -1854717.624285
  nChanged 108
		SP:Iteration 17Q (140370.220000 sec): 3 clusters
  Score: Raw -1859396.399796 + Penalty 4647.261382 = -1854749.138414
  nChanged 103
		SP:Iteration 18Q (140370.370000 sec): 3 clusters
  Score: Raw -1859430.252582 + Penalty 4647.261382 = -1854782.991200
  nChanged 92
		SP:Iteration 19Q (140370.610000 sec): 3 clusters
  Score: Raw -1859457.833474 + Penalty 4647.261382 = -1854810.572092
  nChanged 75
		SP:Iteration 20F (140370.870000 sec): 3 clusters
  Score: Raw -1859481.313152 + Penalty 4647.261382 = -1854834.051770
  nChanged 72
		SP:Iteration 21Q (140371.110000 sec): 3 clusters
  Score: Raw -1859500.859602 + Penalty 4647.261382 = -1854853.598220
  nChanged 62
		SP:Iteration 22Q (140371.350000 sec): 3 clusters
  Score: Raw -1859520.192005 + Penalty 4647.261382 = -1854872.930623
  nChanged 63
		SP:Iteration 23Q (140371.590000 sec): 3 clusters
  Score: Raw -1859539.834888 + Penalty 4647.261382 = -1854892.573506
  nChanged 63
		SP:Iteration 24Q (140371.750000 sec): 3 clusters
  Score: Raw -1859559.573052 + Penalty 4647.261382 = -1854912.311670
  nChanged 44
		SP:Iteration 25Q (140372.010000 sec): 3 clusters
  Score: Raw -1859574.345323 + Penalty 4647.261382 = -1854927.083941
  nChanged 47
		SP:Iteration 26Q (140372.260000 sec): 3 clusters
  Score: Raw -1859588.402213 + Penalty 4647.261382 = -1854941.140831
  nChanged 49
		SP:Iteration 27Q (140372.550000 sec): 3 clusters
  Score: Raw -1859600.921140 + Penalty 4647.261382 = -1854953.659758
  nChanged 50
		SP:Iteration 28Q (140372.770000 sec): 3 clusters
  Score: Raw -1859613.720786 + Penalty 4647.261382 = -1854966.459404
  nChanged 47
		SP:Iteration 29Q (140372.980000 sec): 3 clusters
  Score: Raw -1859628.377217 + Penalty 4647.261382 = -1854981.115834
  nChanged 40
		SP:Iteration 30Q (140373.250000 sec): 3 clusters
  Score: Raw -1859644.596751 + Penalty 4647.261382 = -1854997.335369
  nChanged 46
		SP:Iteration 31Q (140373.530000 sec): 3 clusters
  Score: Raw -1859660.678180 + Penalty 4647.261382 = -1855013.416797
  nChanged 56
		SP:Iteration 32Q (140373.790000 sec): 3 clusters
  Score: Raw -1859681.661028 + Penalty 4647.261382 = -1855034.399646
  nChanged 44
		SP:Iteration 33Q (140374.050000 sec): 3 clusters
  Score: Raw -1859697.125592 + Penalty 4647.261382 = -1855049.864210
  nChanged 58
		SP:Iteration 34Q (140374.300000 sec): 3 clusters
  Score: Raw -1859716.435802 + Penalty 4647.261382 = -1855069.174420
  nChanged 60
		SP:Iteration 35Q (140374.550000 sec): 3 clusters
  Score: Raw -1859737.542550 + Penalty 4647.261382 = -1855090.281168
  nChanged 64
		SP:Iteration 36Q (140374.830000 sec): 3 clusters
  Score: Raw -1859761.486107 + Penalty 4647.261382 = -1855114.224725
  nChanged 60
		SP:Iteration 37Q (140375.030000 sec): 3 clusters
  Score: Raw -1859788.628604 + Penalty 4647.261382 = -1855141.367221
  nChanged 58
		SP:Iteration 38Q (140375.300000 sec): 3 clusters
  Score: Raw -1859816.405174 + Penalty 4647.261382 = -1855169.143791
  nChanged 59
		SP:Iteration 39Q (140375.540000 sec): 3 clusters
  Score: Raw -1859841.826001 + Penalty 4647.261382 = -1855194.564619
  nChanged 52
		SP:Iteration 40F (140375.690000 sec): 3 clusters
  Score: Raw -1859865.186966 + Penalty 4647.261382 = -1855217.925584
  nChanged 50
		SP:Iteration 41Q (140375.960000 sec): 3 clusters
  Score: Raw -1859888.331578 + Penalty 4647.261382 = -1855241.070195
  nChanged 64
		SP:Iteration 42Q (140376.220000 sec): 3 clusters
  Score: Raw -1859915.898532 + Penalty 4647.261382 = -1855268.637149
  nChanged 63
		SP:Iteration 43Q (140376.370000 sec): 3 clusters
  Score: Raw -1859941.085555 + Penalty 4647.261382 = -1855293.824173
  nChanged 66
		SP:Iteration 44Q (140376.690000 sec): 3 clusters
  Score: Raw -1859966.246100 + Penalty 4647.261382 = -1855318.984718
  nChanged 49
		SP:Iteration 45Q (140376.960000 sec): 3 clusters
  Score: Raw -1859981.413408 + Penalty 4647.261382 = -1855334.152026
  nChanged 46
		SP:Iteration 46Q (140377.170000 sec): 3 clusters
  Score: Raw -1859997.456323 + Penalty 4647.261382 = -1855350.194940
  nChanged 48
		SP:Iteration 47Q (140377.380000 sec): 3 clusters
  Score: Raw -1860012.103606 + Penalty 4647.261382 = -1855364.842224
  nChanged 51
		SP:Iteration 48Q (140377.610000 sec): 3 clusters
  Score: Raw -1860026.143273 + Penalty 4647.261382 = -1855378.881890
  nChanged 43
		SP:Iteration 49Q (140377.870000 sec): 3 clusters
  Score: Raw -1860035.359711 + Penalty 4647.261382 = -1855388.098329
  nChanged 24
		SP:Iteration 50Q (140378.090000 sec): 3 clusters
  Score: Raw -1860040.279916 + Penalty 4647.261382 = -1855393.018533
  nChanged 25
		SP:Iteration 51Q (140378.350000 sec): 3 clusters
  Score: Raw -1860045.814752 + Penalty 4647.261382 = -1855398.553369
  nChanged 25
		SP:Iteration 52Q (140378.610000 sec): 3 clusters
  Score: Raw -1860051.615892 + Penalty 4647.261382 = -1855404.354510
  nChanged 24
		SP:Iteration 53Q (140378.830000 sec): 3 clusters
  Score: Raw -1860056.737116 + Penalty 4647.261382 = -1855409.475734
  nChanged 18
		SP:Iteration 54Q (140379.100000 sec): 3 clusters
  Score: Raw -1860060.938362 + Penalty 4647.261382 = -1855413.676980
  nChanged 17
		SP:Iteration 55Q (140379.320000 sec): 3 clusters
  Score: Raw -1860064.675869 + Penalty 4647.261382 = -1855417.414487
  nChanged 20
		SP:Iteration 56Q (140379.590000 sec): 3 clusters
  Score: Raw -1860068.393373 + Penalty 4647.261382 = -1855421.131990
  nChanged 21
		SP:Iteration 57Q (140379.810000 sec): 3 clusters
  Score: Raw -1860072.584696 + Penalty 4647.261382 = -1855425.323314
  nChanged 14
		SP:Iteration 58Q (140380.070000 sec): 3 clusters
  Score: Raw -1860074.720096 + Penalty 4647.261382 = -1855427.458714
  nChanged 9
		SP:Iteration 59Q (140380.290000 sec): 3 clusters
  Score: Raw -1860076.103854 + Penalty 4647.261382 = -1855428.842472
  nChanged 10
		SP:Iteration 60F (140380.520000 sec): 3 clusters
  Score: Raw -1860078.033211 + Penalty 4647.261382 = -1855430.771829
  nChanged 16
		SP:Iteration 61Q (140380.780000 sec): 3 clusters
  Score: Raw -1860081.096340 + Penalty 4647.261382 = -1855433.834958
  nChanged 18
		SP:Iteration 62Q (140381.050000 sec): 3 clusters
  Score: Raw -1860085.109068 + Penalty 4647.261382 = -1855437.847686
  nChanged 13
		SP:Iteration 63Q (140381.270000 sec): 3 clusters
  Score: Raw -1860087.752208 + Penalty 4647.261382 = -1855440.490825
  nChanged 11
		SP:Iteration 64Q (140381.540000 sec): 3 clusters
  Score: Raw -1860089.384160 + Penalty 4647.261382 = -1855442.122777
  nChanged 9
		SP:Iteration 65Q (140381.760000 sec): 3 clusters
  Score: Raw -1860091.078234 + Penalty 4647.261382 = -1855443.816851
  nChanged 8
		SP:Iteration 66Q (140382.030000 sec): 3 clusters
  Score: Raw -1860092.290760 + Penalty 4647.261382 = -1855445.029378
  nChanged 7
		SP:Iteration 67Q (140382.250000 sec): 3 clusters
  Score: Raw -1860093.522483 + Penalty 4647.261382 = -1855446.261100
  nChanged 6
		SP:Iteration 68Q (140382.510000 sec): 3 clusters
  Score: Raw -1860094.267022 + Penalty 4647.261382 = -1855447.005640
  nChanged 4
		SP:Iteration 69Q (140382.730000 sec): 3 clusters
  Score: Raw -1860094.856146 + Penalty 4647.261382 = -1855447.594764
  nChanged 5
		SP:Iteration 70Q (140382.960000 sec): 3 clusters
  Score: Raw -1860095.759169 + Penalty 4647.261382 = -1855448.497787
  nChanged 4
		SP:Iteration 71Q (140383.230000 sec): 3 clusters
  Score: Raw -1860096.441745 + Penalty 4647.261382 = -1855449.180363
  nChanged 2
		SP:Iteration 72Q (140383.450000 sec): 3 clusters
  Score: Raw -1860096.654809 + Penalty 4647.261382 = -1855449.393427
  nChanged 2
		SP:Iteration 73Q (140383.710000 sec): 3 clusters
  Score: Raw -1860096.838557 + Penalty 4647.261382 = -1855449.577175
  nChanged 3
		SP:Iteration 74Q (140383.980000 sec): 3 clusters
  Score: Raw -1860097.536835 + Penalty 4647.261382 = -1855450.275452
  nChanged 3
		SP:Iteration 75Q (140384.250000 sec): 3 clusters
  Score: Raw -1860097.961419 + Penalty 4647.261382 = -1855450.700037
  nChanged 1
		SP:Iteration 76Q (140384.520000 sec): 3 clusters
  Score: Raw -1860098.065334 + Penalty 4647.261382 = -1855450.803951
  nChanged 0
		SP:Iteration 77F (140384.790000 sec): 3 clusters
  Score: Raw -1860098.065334 + Penalty 4647.261382 = -1855450.803951
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 58 (17653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140384.970000 sec): 2 clusters
  Score: Raw -2745102.377366 + Penalty 2425.107933 = -2742677.269433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140385.300000 sec): 3 clusters
  Score: Raw -2734946.249505 + Penalty 4850.215866 = -2730096.033640
  nChanged 7739
		SP:Iteration 1F (140385.590000 sec): 3 clusters
  Score: Raw -2739241.636109 + Penalty 4850.215866 = -2734391.420243
  nChanged 1209
		SP:Iteration 2F (140385.880000 sec): 3 clusters
  Score: Raw -2740021.019322 + Penalty 4850.215866 = -2735170.803456
  nChanged 1226
		SP:Iteration 3F (140386.160000 sec): 3 clusters
  Score: Raw -2740944.303052 + Penalty 4850.215866 = -2736094.087187
  nChanged 1215
		SP:Iteration 4F (140386.450000 sec): 3 clusters
  Score: Raw -2741956.892025 + Penalty 4850.215866 = -2737106.676159
  nChanged 1253
		SP:Iteration 5F (140386.740000 sec): 3 clusters
  Score: Raw -2742868.582498 + Penalty 4850.215866 = -2738018.366633
  nChanged 1107
		SP:Iteration 6F (140387.020000 sec): 3 clusters
  Score: Raw -2743575.867557 + Penalty 4850.215866 = -2738725.651692
  nChanged 906
		SP:Iteration 7F (140387.310000 sec): 3 clusters
  Score: Raw -2744065.968393 + Penalty 4850.215866 = -2739215.752528
  nChanged 694
		SP:Iteration 8Q (140387.590000 sec): 3 clusters
  Score: Raw -2744358.490788 + Penalty 4850.215866 = -2739508.274922
  nChanged 537
		SP:Iteration 9Q (140387.880000 sec): 3 clusters
  Score: Raw -2744556.483893 + Penalty 4850.215866 = -2739706.268028
  nChanged 415
		SP:Iteration 10Q (140388.170000 sec): 3 clusters
  Score: Raw -2744680.540664 + Penalty 4850.215866 = -2739830.324798
  nChanged 284
		SP:Iteration 11Q (140388.450000 sec): 3 clusters
  Score: Raw -2744758.049099 + Penalty 4850.215866 = -2739907.833233
  nChanged 277
		SP:Iteration 12Q (140388.740000 sec): 3 clusters
  Score: Raw -2744832.440453 + Penalty 4850.215866 = -2739982.224587
  nChanged 232
		SP:Iteration 13Q (140389.070000 sec): 3 clusters
  Score: Raw -2744885.285044 + Penalty 4850.215866 = -2740035.069178
  nChanged 185
		SP:Iteration 14Q (140389.360000 sec): 3 clusters
  Score: Raw -2744923.036204 + Penalty 4850.215866 = -2740072.820338
  nChanged 167
		SP:Iteration 15Q (140389.640000 sec): 3 clusters
  Score: Raw -2744959.058495 + Penalty 4850.215866 = -2740108.842630
  nChanged 160
		SP:Iteration 16Q (140389.930000 sec): 3 clusters
  Score: Raw -2744989.572063 + Penalty 4850.215866 = -2740139.356198
  nChanged 140
		SP:Iteration 17Q (140390.220000 sec): 3 clusters
  Score: Raw -2745012.864557 + Penalty 4850.215866 = -2740162.648691
  nChanged 110
		SP:Iteration 18Q (140390.540000 sec): 3 clusters
  Score: Raw -2745035.627505 + Penalty 4850.215866 = -2740185.411639
  nChanged 121
		SP:Iteration 19Q (140390.830000 sec): 3 clusters
  Score: Raw -2745058.089279 + Penalty 4850.215866 = -2740207.873413
  nChanged 121
		SP:Iteration 20F (140391.120000 sec): 3 clusters
  Score: Raw -2745079.158742 + Penalty 4850.215866 = -2740228.942876
  nChanged 122
		SP:Iteration 21Q (140391.450000 sec): 3 clusters
  Score: Raw -2745103.298351 + Penalty 4850.215866 = -2740253.082485
  nChanged 120
		SP:Iteration 22Q (140391.730000 sec): 3 clusters
  Score: Raw -2745123.983634 + Penalty 4850.215866 = -2740273.767768
  nChanged 116
		SP:Iteration 23Q (140392.060000 sec): 3 clusters
  Score: Raw -2745144.058259 + Penalty 4850.215866 = -2740293.842393
  nChanged 117
		SP:Iteration 24Q (140392.350000 sec): 3 clusters
  Score: Raw -2745161.367738 + Penalty 4850.215866 = -2740311.151872
  nChanged 104
		SP:Iteration 25Q (140392.640000 sec): 3 clusters
  Score: Raw -2745179.735536 + Penalty 4850.215866 = -2740329.519671
  nChanged 111
		SP:Iteration 26Q (140392.920000 sec): 3 clusters
  Score: Raw -2745199.392363 + Penalty 4850.215866 = -2740349.176497
  nChanged 117
		SP:Iteration 27Q (140393.210000 sec): 3 clusters
  Score: Raw -2745221.336619 + Penalty 4850.215866 = -2740371.120753
  nChanged 114
		SP:Iteration 28Q (140393.540000 sec): 3 clusters
  Score: Raw -2745245.655373 + Penalty 4850.215866 = -2740395.439507
  nChanged 143
		SP:Iteration 29Q (140393.830000 sec): 3 clusters
  Score: Raw -2745276.366608 + Penalty 4850.215866 = -2740426.150742
  nChanged 148
		SP:Iteration 30Q (140394.160000 sec): 3 clusters
  Score: Raw -2745306.115684 + Penalty 4850.215866 = -2740455.899818
  nChanged 123
		SP:Iteration 31Q (140394.490000 sec): 3 clusters
  Score: Raw -2745330.779088 + Penalty 4850.215866 = -2740480.563222
  nChanged 125
		SP:Iteration 32Q (140394.770000 sec): 3 clusters
  Score: Raw -2745357.195266 + Penalty 4850.215866 = -2740506.979401
  nChanged 136
		SP:Iteration 33Q (140395.100000 sec): 3 clusters
  Score: Raw -2745384.923691 + Penalty 4850.215866 = -2740534.707825
  nChanged 128
		SP:Iteration 34Q (140395.450000 sec): 3 clusters
  Score: Raw -2745409.564364 + Penalty 4850.215866 = -2740559.348498
  nChanged 135
		SP:Iteration 35Q (140395.760000 sec): 3 clusters
  Score: Raw -2745436.952933 + Penalty 4850.215866 = -2740586.737068
  nChanged 119
		SP:Iteration 36Q (140396.090000 sec): 3 clusters
  Score: Raw -2745463.734561 + Penalty 4850.215866 = -2740613.518695
  nChanged 143
		SP:Iteration 37Q (140396.420000 sec): 3 clusters
  Score: Raw -2745499.031283 + Penalty 4850.215866 = -2740648.815417
  nChanged 140
		SP:Iteration 38Q (140396.800000 sec): 3 clusters
  Score: Raw -2745528.041040 + Penalty 4850.215866 = -2740677.825174
  nChanged 114
		SP:Iteration 39Q (140397.100000 sec): 3 clusters
  Score: Raw -2745552.114099 + Penalty 4850.215866 = -2740701.898233
  nChanged 124
		SP:Iteration 40F (140397.420000 sec): 3 clusters
  Score: Raw -2745583.120489 + Penalty 4850.215866 = -2740732.904623
  nChanged 141
		SP:Iteration 41Q (140397.770000 sec): 3 clusters
  Score: Raw -2745615.126426 + Penalty 4850.215866 = -2740764.910560
  nChanged 132
		SP:Iteration 42Q (140398.040000 sec): 3 clusters
  Score: Raw -2745647.290072 + Penalty 4850.215866 = -2740797.074207
  nChanged 146
		SP:Iteration 43Q (140398.340000 sec): 3 clusters
  Score: Raw -2745683.351523 + Penalty 4850.215866 = -2740833.135657
  nChanged 136
		SP:Iteration 44Q (140398.660000 sec): 3 clusters
  Score: Raw -2745714.111089 + Penalty 4850.215866 = -2740863.895223
  nChanged 123
		SP:Iteration 45Q (140398.970000 sec): 3 clusters
  Score: Raw -2745744.893209 + Penalty 4850.215866 = -2740894.677343
  nChanged 140
		SP:Iteration 46Q (140399.330000 sec): 3 clusters
  Score: Raw -2745779.803069 + Penalty 4850.215866 = -2740929.587204
  nChanged 123
		SP:Iteration 47Q (140399.690000 sec): 3 clusters
  Score: Raw -2745809.554776 + Penalty 4850.215866 = -2740959.338910
  nChanged 131
		SP:Iteration 48Q (140400.090000 sec): 3 clusters
  Score: Raw -2745841.766876 + Penalty 4850.215866 = -2740991.551011
  nChanged 144
		SP:Iteration 49Q (140400.440000 sec): 3 clusters
  Score: Raw -2745877.904838 + Penalty 4850.215866 = -2741027.688972
  nChanged 151
		SP:Iteration 50Q (140400.740000 sec): 3 clusters
  Score: Raw -2745916.787037 + Penalty 4850.215866 = -2741066.571172
  nChanged 128
		SP:Iteration 51Q (140401.030000 sec): 3 clusters
  Score: Raw -2745947.057194 + Penalty 4850.215866 = -2741096.841329
  nChanged 128
		SP:Iteration 52Q (140401.360000 sec): 3 clusters
  Score: Raw -2745978.575039 + Penalty 4850.215866 = -2741128.359173
  nChanged 127
		SP:Iteration 53Q (140401.630000 sec): 3 clusters
  Score: Raw -2746012.170833 + Penalty 4850.215866 = -2741161.954968
  nChanged 114
		SP:Iteration 54Q (140401.970000 sec): 3 clusters
  Score: Raw -2746046.715187 + Penalty 4850.215866 = -2741196.499322
  nChanged 126
		SP:Iteration 55Q (140402.350000 sec): 3 clusters
  Score: Raw -2746087.647852 + Penalty 4850.215866 = -2741237.431986
  nChanged 135
		SP:Iteration 56Q (140402.750000 sec): 3 clusters
  Score: Raw -2746124.586550 + Penalty 4850.215866 = -2741274.370684
  nChanged 124
		SP:Iteration 57Q (140403.100000 sec): 3 clusters
  Score: Raw -2746158.436690 + Penalty 4850.215866 = -2741308.220825
  nChanged 115
		SP:Iteration 58Q (140403.400000 sec): 3 clusters
  Score: Raw -2746193.397864 + Penalty 4850.215866 = -2741343.181998
  nChanged 120
		SP:Iteration 59Q (140403.700000 sec): 3 clusters
  Score: Raw -2746228.575836 + Penalty 4850.215866 = -2741378.359971
  nChanged 113
		SP:Iteration 60F (140404.010000 sec): 3 clusters
  Score: Raw -2746261.615442 + Penalty 4850.215866 = -2741411.399576
  nChanged 85
		SP:Iteration 61Q (140404.290000 sec): 3 clusters
  Score: Raw -2746287.160355 + Penalty 4850.215866 = -2741436.944489
  nChanged 96
		SP:Iteration 62Q (140404.590000 sec): 3 clusters
  Score: Raw -2746313.391839 + Penalty 4850.215866 = -2741463.175973
  nChanged 88
		SP:Iteration 63Q (140404.890000 sec): 3 clusters
  Score: Raw -2746337.784327 + Penalty 4850.215866 = -2741487.568462
  nChanged 77
		SP:Iteration 64Q (140405.130000 sec): 3 clusters
  Score: Raw -2746358.534243 + Penalty 4850.215866 = -2741508.318377
  nChanged 57
		SP:Iteration 65Q (140405.440000 sec): 3 clusters
  Score: Raw -2746373.596311 + Penalty 4850.215866 = -2741523.380446
  nChanged 60
		SP:Iteration 66Q (140405.730000 sec): 3 clusters
  Score: Raw -2746388.981565 + Penalty 4850.215866 = -2741538.765699
  nChanged 51
		SP:Iteration 67Q (140406.000000 sec): 3 clusters
  Score: Raw -2746399.918692 + Penalty 4850.215866 = -2741549.702826
  nChanged 40
		SP:Iteration 68Q (140406.350000 sec): 3 clusters
  Score: Raw -2746407.436728 + Penalty 4850.215866 = -2741557.220862
  nChanged 29
		SP:Iteration 69Q (140406.650000 sec): 3 clusters
  Score: Raw -2746413.132786 + Penalty 4850.215866 = -2741562.916920
  nChanged 24
		SP:Iteration 70Q (140406.960000 sec): 3 clusters
  Score: Raw -2746417.962564 + Penalty 4850.215866 = -2741567.746698
  nChanged 23
		SP:Iteration 71Q (140407.190000 sec): 3 clusters
  Score: Raw -2746422.022941 + Penalty 4850.215866 = -2741571.807076
  nChanged 18
		SP:Iteration 72Q (140407.480000 sec): 3 clusters
  Score: Raw -2746425.789062 + Penalty 4850.215866 = -2741575.573196
  nChanged 12
		SP:Iteration 73Q (140407.800000 sec): 3 clusters
  Score: Raw -2746427.054652 + Penalty 4850.215866 = -2741576.838786
  nChanged 3
		SP:Iteration 74Q (140408.080000 sec): 3 clusters
  Score: Raw -2746427.388564 + Penalty 4850.215866 = -2741577.172699
  nChanged 1
		SP:Iteration 75Q (140408.380000 sec): 3 clusters
  Score: Raw -2746427.433212 + Penalty 4850.215866 = -2741577.217346
  nChanged 0
		SP:Iteration 76F (140408.630000 sec): 3 clusters
  Score: Raw -2746427.433212 + Penalty 4850.215866 = -2741577.217346
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 59 (16856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140408.830000 sec): 2 clusters
  Score: Raw -2583370.126388 + Penalty 2413.650565 = -2580956.475823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140409.190000 sec): 3 clusters
  Score: Raw -2573623.591527 + Penalty 4827.301130 = -2568796.290397
  nChanged 7394
		SP:Iteration 1F (140409.510000 sec): 3 clusters
  Score: Raw -2577608.149509 + Penalty 4827.301130 = -2572780.848379
  nChanged 1007
		SP:Iteration 2F (140409.790000 sec): 3 clusters
  Score: Raw -2578035.676374 + Penalty 4827.301130 = -2573208.375244
  nChanged 855
		SP:Iteration 3F (140410.080000 sec): 3 clusters
  Score: Raw -2578408.981180 + Penalty 4827.301130 = -2573581.680050
  nChanged 788
		SP:Iteration 4Q (140410.400000 sec): 3 clusters
  Score: Raw -2578763.674269 + Penalty 4827.301130 = -2573936.373139
  nChanged 731
		SP:Iteration 5Q (140410.730000 sec): 3 clusters
  Score: Raw -2579076.011651 + Penalty 4827.301130 = -2574248.710521
  nChanged 698
		SP:Iteration 6Q (140411.060000 sec): 3 clusters
  Score: Raw -2579393.454103 + Penalty 4827.301130 = -2574566.152973
  nChanged 655
		SP:Iteration 7Q (140411.310000 sec): 3 clusters
  Score: Raw -2579700.377266 + Penalty 4827.301130 = -2574873.076136
  nChanged 688
		SP:Iteration 8Q (140411.630000 sec): 3 clusters
  Score: Raw -2580039.400116 + Penalty 4827.301130 = -2575212.098986
  nChanged 682
		SP:Iteration 9Q (140411.920000 sec): 3 clusters
  Score: Raw -2580405.929612 + Penalty 4827.301130 = -2575578.628482
  nChanged 652
		SP:Iteration 10Q (140412.250000 sec): 3 clusters
  Score: Raw -2580767.333327 + Penalty 4827.301130 = -2575940.032197
  nChanged 629
		SP:Iteration 11Q (140412.610000 sec): 3 clusters
  Score: Raw -2581134.483121 + Penalty 4827.301130 = -2576307.181991
  nChanged 610
		SP:Iteration 12Q (140412.880000 sec): 3 clusters
  Score: Raw -2581514.777370 + Penalty 4827.301130 = -2576687.476240
  nChanged 581
		SP:Iteration 13Q (140413.150000 sec): 3 clusters
  Score: Raw -2581839.774661 + Penalty 4827.301130 = -2577012.473531
  nChanged 496
		SP:Iteration 14Q (140413.480000 sec): 3 clusters
  Score: Raw -2582107.699259 + Penalty 4827.301130 = -2577280.398130
  nChanged 495
		SP:Iteration 15Q (140413.810000 sec): 3 clusters
  Score: Raw -2582382.078734 + Penalty 4827.301130 = -2577554.777604
  nChanged 447
		SP:Iteration 16Q (140414.180000 sec): 3 clusters
  Score: Raw -2582644.318054 + Penalty 4827.301130 = -2577817.016924
  nChanged 396
		SP:Iteration 17Q (140414.430000 sec): 3 clusters
  Score: Raw -2582884.289635 + Penalty 4827.301130 = -2578056.988505
  nChanged 373
		SP:Iteration 18Q (140414.720000 sec): 3 clusters
  Score: Raw -2583098.394715 + Penalty 4827.301130 = -2578271.093585
  nChanged 321
		SP:Iteration 19Q (140415.030000 sec): 3 clusters
  Score: Raw -2583270.172296 + Penalty 4827.301130 = -2578442.871166
  nChanged 257
		SP:Iteration 20F (140415.400000 sec): 3 clusters
  Score: Raw -2583408.811227 + Penalty 4827.301130 = -2578581.510097
  nChanged 199
		SP:Iteration 21Q (140415.700000 sec): 3 clusters
  Score: Raw -2583519.580372 + Penalty 4827.301130 = -2578692.279242
  nChanged 170
		SP:Iteration 22Q (140415.990000 sec): 3 clusters
  Score: Raw -2583611.670860 + Penalty 4827.301130 = -2578784.369730
  nChanged 148
		SP:Iteration 23Q (140416.330000 sec): 3 clusters
  Score: Raw -2583682.308920 + Penalty 4827.301130 = -2578855.007790
  nChanged 114
		SP:Iteration 24Q (140416.600000 sec): 3 clusters
  Score: Raw -2583733.796177 + Penalty 4827.301130 = -2578906.495047
  nChanged 83
		SP:Iteration 25Q (140416.890000 sec): 3 clusters
  Score: Raw -2583772.561021 + Penalty 4827.301130 = -2578945.259891
  nChanged 75
		SP:Iteration 26Q (140417.190000 sec): 3 clusters
  Score: Raw -2583807.692369 + Penalty 4827.301130 = -2578980.391239
  nChanged 44
		SP:Iteration 27Q (140417.470000 sec): 3 clusters
  Score: Raw -2583823.516926 + Penalty 4827.301130 = -2578996.215796
  nChanged 36
		SP:Iteration 28Q (140417.790000 sec): 3 clusters
  Score: Raw -2583834.527091 + Penalty 4827.301130 = -2579007.225961
  nChanged 26
		SP:Iteration 29Q (140418.140000 sec): 3 clusters
  Score: Raw -2583844.313471 + Penalty 4827.301130 = -2579017.012341
  nChanged 39
		SP:Iteration 30Q (140418.440000 sec): 3 clusters
  Score: Raw -2583859.220472 + Penalty 4827.301130 = -2579031.919343
  nChanged 30
		SP:Iteration 31Q (140418.720000 sec): 3 clusters
  Score: Raw -2583871.425232 + Penalty 4827.301130 = -2579044.124102
  nChanged 29
		SP:Iteration 32Q (140419.030000 sec): 3 clusters
  Score: Raw -2583885.745348 + Penalty 4827.301130 = -2579058.444218
  nChanged 27
		SP:Iteration 33Q (140419.330000 sec): 3 clusters
  Score: Raw -2583896.912037 + Penalty 4827.301130 = -2579069.610907
  nChanged 22
		SP:Iteration 34Q (140419.630000 sec): 3 clusters
  Score: Raw -2583911.276234 + Penalty 4827.301130 = -2579083.975104
  nChanged 27
		SP:Iteration 35Q (140419.920000 sec): 3 clusters
  Score: Raw -2583923.950078 + Penalty 4827.301130 = -2579096.648948
  nChanged 17
		SP:Iteration 36Q (140420.250000 sec): 3 clusters
  Score: Raw -2583933.606490 + Penalty 4827.301130 = -2579106.305360
  nChanged 20
		SP:Iteration 37Q (140420.550000 sec): 3 clusters
  Score: Raw -2583942.766096 + Penalty 4827.301130 = -2579115.464966
  nChanged 13
		SP:Iteration 38Q (140420.870000 sec): 3 clusters
  Score: Raw -2583948.338594 + Penalty 4827.301130 = -2579121.037464
  nChanged 3
		SP:Iteration 39Q (140421.170000 sec): 3 clusters
  Score: Raw -2583949.559183 + Penalty 4827.301130 = -2579122.258053
  nChanged 3
		SP:Iteration 40F (140421.470000 sec): 3 clusters
  Score: Raw -2583950.405648 + Penalty 4827.301130 = -2579123.104518
  nChanged 2
		SP:Iteration 41Q (140421.760000 sec): 3 clusters
  Score: Raw -2583951.145485 + Penalty 4827.301130 = -2579123.844355
  nChanged 6
		SP:Iteration 42Q (140422.040000 sec): 3 clusters
  Score: Raw -2583953.427039 + Penalty 4827.301130 = -2579126.125909
  nChanged 9
		SP:Iteration 43Q (140422.330000 sec): 3 clusters
  Score: Raw -2583956.562376 + Penalty 4827.301130 = -2579129.261246
  nChanged 9
		SP:Iteration 44Q (140422.640000 sec): 3 clusters
  Score: Raw -2583959.898892 + Penalty 4827.301130 = -2579132.597762
  nChanged 7
		SP:Iteration 45Q (140422.960000 sec): 3 clusters
  Score: Raw -2583962.567902 + Penalty 4827.301130 = -2579135.266772
  nChanged 4
		SP:Iteration 46Q (140423.210000 sec): 3 clusters
  Score: Raw -2583965.293237 + Penalty 4827.301130 = -2579137.992107
  nChanged 4
		SP:Iteration 47Q (140423.480000 sec): 3 clusters
  Score: Raw -2583966.777297 + Penalty 4827.301130 = -2579139.476167
  nChanged 5
		SP:Iteration 48Q (140423.760000 sec): 3 clusters
  Score: Raw -2583969.074003 + Penalty 4827.301130 = -2579141.772873
  nChanged 4
		SP:Iteration 49Q (140424.100000 sec): 3 clusters
  Score: Raw -2583971.768547 + Penalty 4827.301130 = -2579144.467417
  nChanged 2
		SP:Iteration 50Q (140424.390000 sec): 3 clusters
  Score: Raw -2583972.829697 + Penalty 4827.301130 = -2579145.528567
  nChanged 3
		SP:Iteration 51Q (140424.660000 sec): 3 clusters
  Score: Raw -2583973.760385 + Penalty 4827.301130 = -2579146.459255
  nChanged 3
		SP:Iteration 52Q (140424.920000 sec): 3 clusters
  Score: Raw -2583974.812602 + Penalty 4827.301130 = -2579147.511472
  nChanged 5
		SP:Iteration 53Q (140425.190000 sec): 3 clusters
  Score: Raw -2583977.464124 + Penalty 4827.301130 = -2579150.162994
  nChanged 6
		SP:Iteration 54Q (140425.490000 sec): 3 clusters
  Score: Raw -2583979.863156 + Penalty 4827.301130 = -2579152.562026
  nChanged 5
		SP:Iteration 55Q (140425.750000 sec): 3 clusters
  Score: Raw -2583982.195586 + Penalty 4827.301130 = -2579154.894456
  nChanged 2
		SP:Iteration 56Q (140426.100000 sec): 3 clusters
  Score: Raw -2583982.862496 + Penalty 4827.301130 = -2579155.561366
  nChanged 3
		SP:Iteration 57Q (140426.390000 sec): 3 clusters
  Score: Raw -2583984.151750 + Penalty 4827.301130 = -2579156.850620
  nChanged 1
		SP:Iteration 58Q (140426.650000 sec): 3 clusters
  Score: Raw -2583984.426484 + Penalty 4827.301130 = -2579157.125355
  nChanged 0
		SP:Iteration 59F (140426.930000 sec): 3 clusters
  Score: Raw -2583984.426484 + Penalty 4827.301130 = -2579157.125355
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 60 (48684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140427.370000 sec): 2 clusters
  Score: Raw -7448727.577489 + Penalty 2676.690217 = -7446050.887272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140427.870000 sec): 3 clusters
  Score: Raw -7418643.889693 + Penalty 5353.380434 = -7413290.509260
  nChanged 22395
		SP:Iteration 1F (140428.430000 sec): 3 clusters
  Score: Raw -7431577.397680 + Penalty 5353.380434 = -7426224.017246
  nChanged 2640
		SP:Iteration 2F (140428.970000 sec): 3 clusters
  Score: Raw -7432865.526096 + Penalty 5353.380434 = -7427512.145662
  nChanged 2803
		SP:Iteration 3F (140429.530000 sec): 3 clusters
  Score: Raw -7434301.646795 + Penalty 5353.380434 = -7428948.266362
  nChanged 2844
		SP:Iteration 4F (140430.090000 sec): 3 clusters
  Score: Raw -7435757.790729 + Penalty 5353.380434 = -7430404.410295
  nChanged 2732
		SP:Iteration 5F (140430.610000 sec): 3 clusters
  Score: Raw -7437089.278398 + Penalty 5353.380434 = -7431735.897964
  nChanged 2569
		SP:Iteration 6F (140431.140000 sec): 3 clusters
  Score: Raw -7438306.467195 + Penalty 5353.380434 = -7432953.086761
  nChanged 2343
		SP:Iteration 7Q (140431.650000 sec): 3 clusters
  Score: Raw -7439423.687800 + Penalty 5353.380434 = -7434070.307367
  nChanged 2137
		SP:Iteration 8Q (140432.280000 sec): 3 clusters
  Score: Raw -7440405.426939 + Penalty 5353.380434 = -7435052.046505
  nChanged 1996
		SP:Iteration 9Q (140432.800000 sec): 3 clusters
  Score: Raw -7441351.550205 + Penalty 5353.380434 = -7435998.169771
  nChanged 1811
		SP:Iteration 10Q (140433.350000 sec): 3 clusters
  Score: Raw -7442302.197166 + Penalty 5353.380434 = -7436948.816733
  nChanged 1725
		SP:Iteration 11Q (140433.900000 sec): 3 clusters
  Score: Raw -7443234.635441 + Penalty 5353.380434 = -7437881.255008
  nChanged 1624
		SP:Iteration 12Q (140434.520000 sec): 3 clusters
  Score: Raw -7444085.107245 + Penalty 5353.380434 = -7438731.726812
  nChanged 1417
		SP:Iteration 13Q (140435.070000 sec): 3 clusters
  Score: Raw -7444728.707652 + Penalty 5353.380434 = -7439375.327219
  nChanged 1132
		SP:Iteration 14Q (140435.610000 sec): 3 clusters
  Score: Raw -7445134.872276 + Penalty 5353.380434 = -7439781.491842
  nChanged 905
		SP:Iteration 15Q (140436.210000 sec): 3 clusters
  Score: Raw -7445416.300609 + Penalty 5353.380434 = -7440062.920176
  nChanged 732
		SP:Iteration 16Q (140436.840000 sec): 3 clusters
  Score: Raw -7445618.497056 + Penalty 5353.380434 = -7440265.116623
  nChanged 608
		SP:Iteration 17Q (140437.390000 sec): 3 clusters
  Score: Raw -7445768.099700 + Penalty 5353.380434 = -7440414.719266
  nChanged 529
		SP:Iteration 18Q (140437.890000 sec): 3 clusters
  Score: Raw -7445884.976903 + Penalty 5353.380434 = -7440531.596469
  nChanged 455
		SP:Iteration 19Q (140438.520000 sec): 3 clusters
  Score: Raw -7445980.594519 + Penalty 5353.380434 = -7440627.214085
  nChanged 431
		SP:Iteration 20F (140439.000000 sec): 3 clusters
  Score: Raw -7446073.463005 + Penalty 5353.380434 = -7440720.082571
  nChanged 417
		SP:Iteration 21Q (140439.590000 sec): 3 clusters
  Score: Raw -7446150.241942 + Penalty 5353.380434 = -7440796.861508
  nChanged 348
		SP:Iteration 22Q (140440.120000 sec): 3 clusters
  Score: Raw -7446212.194263 + Penalty 5353.380434 = -7440858.813829
  nChanged 325
		SP:Iteration 23Q (140440.670000 sec): 3 clusters
  Score: Raw -7446265.286284 + Penalty 5353.380434 = -7440911.905851
  nChanged 306
		SP:Iteration 24Q (140441.150000 sec): 3 clusters
  Score: Raw -7446316.652593 + Penalty 5353.380434 = -7440963.272159
  nChanged 304
		SP:Iteration 25Q (140441.700000 sec): 3 clusters
  Score: Raw -7446364.253652 + Penalty 5353.380434 = -7441010.873218
  nChanged 280
		SP:Iteration 26Q (140442.160000 sec): 3 clusters
  Score: Raw -7446405.411070 + Penalty 5353.380434 = -7441052.030637
  nChanged 261
		SP:Iteration 27Q (140442.670000 sec): 3 clusters
  Score: Raw -7446439.845028 + Penalty 5353.380434 = -7441086.464595
  nChanged 243
		SP:Iteration 28Q (140443.210000 sec): 3 clusters
  Score: Raw -7446470.891165 + Penalty 5353.380434 = -7441117.510731
  nChanged 227
		SP:Iteration 29Q (140443.740000 sec): 3 clusters
  Score: Raw -7446501.026288 + Penalty 5353.380434 = -7441147.645855
  nChanged 227
		SP:Iteration 30Q (140444.280000 sec): 3 clusters
  Score: Raw -7446529.947353 + Penalty 5353.380434 = -7441176.566920
  nChanged 221
		SP:Iteration 31Q (140444.860000 sec): 3 clusters
  Score: Raw -7446560.004228 + Penalty 5353.380434 = -7441206.623794
  nChanged 240
		SP:Iteration 32Q (140445.510000 sec): 3 clusters
  Score: Raw -7446594.035078 + Penalty 5353.380434 = -7441240.654644
  nChanged 246
		SP:Iteration 33Q (140446.060000 sec): 3 clusters
  Score: Raw -7446630.847510 + Penalty 5353.380434 = -7441277.467076
  nChanged 266
		SP:Iteration 34Q (140446.590000 sec): 3 clusters
  Score: Raw -7446669.041056 + Penalty 5353.380434 = -7441315.660622
  nChanged 260
		SP:Iteration 35Q (140447.240000 sec): 3 clusters
  Score: Raw -7446703.090804 + Penalty 5353.380434 = -7441349.710370
  nChanged 250
		SP:Iteration 36Q (140447.850000 sec): 3 clusters
  Score: Raw -7446739.019362 + Penalty 5353.380434 = -7441385.638928
  nChanged 248
		SP:Iteration 37Q (140448.450000 sec): 3 clusters
  Score: Raw -7446775.532545 + Penalty 5353.380434 = -7441422.152111
  nChanged 263
		SP:Iteration 38Q (140449.040000 sec): 3 clusters
  Score: Raw -7446814.040759 + Penalty 5353.380434 = -7441460.660325
  nChanged 249
		SP:Iteration 39Q (140449.640000 sec): 3 clusters
  Score: Raw -7446847.403437 + Penalty 5353.380434 = -7441494.023003
  nChanged 242
		SP:Iteration 40F (140450.250000 sec): 3 clusters
  Score: Raw -7446878.101078 + Penalty 5353.380434 = -7441524.720644
  nChanged 221
		SP:Iteration 41Q (140450.820000 sec): 3 clusters
  Score: Raw -7446908.365175 + Penalty 5353.380434 = -7441554.984742
  nChanged 255
		SP:Iteration 42Q (140451.430000 sec): 3 clusters
  Score: Raw -7446948.047417 + Penalty 5353.380434 = -7441594.666984
  nChanged 270
		SP:Iteration 43Q (140451.940000 sec): 3 clusters
  Score: Raw -7446990.617776 + Penalty 5353.380434 = -7441637.237343
  nChanged 282
		SP:Iteration 44Q (140452.470000 sec): 3 clusters
  Score: Raw -7447041.189226 + Penalty 5353.380434 = -7441687.808792
  nChanged 290
		SP:Iteration 45Q (140453.040000 sec): 3 clusters
  Score: Raw -7447093.483997 + Penalty 5353.380434 = -7441740.103563
  nChanged 306
		SP:Iteration 46Q (140453.650000 sec): 3 clusters
  Score: Raw -7447151.055294 + Penalty 5353.380434 = -7441797.674860
  nChanged 320
		SP:Iteration 47Q (140454.140000 sec): 3 clusters
  Score: Raw -7447207.741301 + Penalty 5353.380434 = -7441854.360868
  nChanged 332
		SP:Iteration 48Q (140454.700000 sec): 3 clusters
  Score: Raw -7447273.754628 + Penalty 5353.380434 = -7441920.374195
  nChanged 345
		SP:Iteration 49Q (140455.260000 sec): 3 clusters
  Score: Raw -7447348.331864 + Penalty 5353.380434 = -7441994.951431
  nChanged 354
		SP:Iteration 50Q (140455.820000 sec): 3 clusters
  Score: Raw -7447423.017062 + Penalty 5353.380434 = -7442069.636629
  nChanged 359
		SP:Iteration 51Q (140456.320000 sec): 3 clusters
  Score: Raw -7447496.266055 + Penalty 5353.380434 = -7442142.885621
  nChanged 355
		SP:Iteration 52Q (140456.890000 sec): 3 clusters
  Score: Raw -7447572.723169 + Penalty 5353.380434 = -7442219.342735
  nChanged 364
		SP:Iteration 53Q (140457.510000 sec): 3 clusters
  Score: Raw -7447650.453778 + Penalty 5353.380434 = -7442297.073345
  nChanged 357
		SP:Iteration 54Q (140458.070000 sec): 3 clusters
  Score: Raw -7447728.441037 + Penalty 5353.380434 = -7442375.060603
  nChanged 372
		SP:Iteration 55Q (140458.620000 sec): 3 clusters
  Score: Raw -7447816.631411 + Penalty 5353.380434 = -7442463.250977
  nChanged 364
		SP:Iteration 56Q (140459.220000 sec): 3 clusters
  Score: Raw -7447906.532406 + Penalty 5353.380434 = -7442553.151972
  nChanged 384
		SP:Iteration 57Q (140459.730000 sec): 3 clusters
  Score: Raw -7448007.420015 + Penalty 5353.380434 = -7442654.039581
  nChanged 390
		SP:Iteration 58Q (140460.220000 sec): 3 clusters
  Score: Raw -7448112.229484 + Penalty 5353.380434 = -7442758.849050
  nChanged 421
		SP:Iteration 59Q (140460.710000 sec): 3 clusters
  Score: Raw -7448236.622822 + Penalty 5353.380434 = -7442883.242388
  nChanged 409
		SP:Iteration 60F (140461.210000 sec): 3 clusters
  Score: Raw -7448362.692643 + Penalty 5353.380434 = -7443009.312209
  nChanged 420
		SP:Iteration 61Q (140461.760000 sec): 3 clusters
  Score: Raw -7448499.974468 + Penalty 5353.380434 = -7443146.594034
  nChanged 418
		SP:Iteration 62Q (140462.270000 sec): 3 clusters
  Score: Raw -7448635.119886 + Penalty 5353.380434 = -7443281.739453
  nChanged 395
		SP:Iteration 63Q (140462.730000 sec): 3 clusters
  Score: Raw -7448774.594424 + Penalty 5353.380434 = -7443421.213990
  nChanged 360
		SP:Iteration 64Q (140463.180000 sec): 3 clusters
  Score: Raw -7448899.117410 + Penalty 5353.380434 = -7443545.736976
  nChanged 328
		SP:Iteration 65Q (140463.720000 sec): 3 clusters
  Score: Raw -7449012.167866 + Penalty 5353.380434 = -7443658.787433
  nChanged 282
		SP:Iteration 66Q (140464.250000 sec): 3 clusters
  Score: Raw -7449101.399123 + Penalty 5353.380434 = -7443748.018689
  nChanged 251
		SP:Iteration 67Q (140464.750000 sec): 3 clusters
  Score: Raw -7449180.123090 + Penalty 5353.380434 = -7443826.742656
  nChanged 227
		SP:Iteration 68Q (140465.200000 sec): 3 clusters
  Score: Raw -7449258.096210 + Penalty 5353.380434 = -7443904.715776
  nChanged 235
		SP:Iteration 69Q (140465.700000 sec): 3 clusters
  Score: Raw -7449334.360867 + Penalty 5353.380434 = -7443980.980434
  nChanged 206
		SP:Iteration 70Q (140466.140000 sec): 3 clusters
  Score: Raw -7449399.803493 + Penalty 5353.380434 = -7444046.423060
  nChanged 178
		SP:Iteration 71Q (140466.660000 sec): 3 clusters
  Score: Raw -7449465.103774 + Penalty 5353.380434 = -7444111.723340
  nChanged 191
		SP:Iteration 72Q (140467.160000 sec): 3 clusters
  Score: Raw -7449539.740160 + Penalty 5353.380434 = -7444186.359727
  nChanged 172
		SP:Iteration 73Q (140467.650000 sec): 3 clusters
  Score: Raw -7449605.595432 + Penalty 5353.380434 = -7444252.214999
  nChanged 147
		SP:Iteration 74Q (140468.210000 sec): 3 clusters
  Score: Raw -7449660.219402 + Penalty 5353.380434 = -7444306.838968
  nChanged 129
		SP:Iteration 75Q (140468.750000 sec): 3 clusters
  Score: Raw -7449702.780104 + Penalty 5353.380434 = -7444349.399670
  nChanged 119
		SP:Iteration 76Q (140469.220000 sec): 3 clusters
  Score: Raw -7449743.567680 + Penalty 5353.380434 = -7444390.187246
  nChanged 96
		SP:Iteration 77Q (140469.750000 sec): 3 clusters
  Score: Raw -7449773.765652 + Penalty 5353.380434 = -7444420.385219
  nChanged 72
		SP:Iteration 78Q (140470.230000 sec): 3 clusters
  Score: Raw -7449798.420236 + Penalty 5353.380434 = -7444445.039802
  nChanged 75
		SP:Iteration 79Q (140470.700000 sec): 3 clusters
  Score: Raw -7449819.967380 + Penalty 5353.380434 = -7444466.586946
  nChanged 64
		SP:Iteration 80F (140471.220000 sec): 3 clusters
  Score: Raw -7449836.688754 + Penalty 5353.380434 = -7444483.308321
  nChanged 48
		SP:Iteration 81Q (140471.730000 sec): 3 clusters
  Score: Raw -7449851.205703 + Penalty 5353.380434 = -7444497.825269
  nChanged 50
		SP:Iteration 82Q (140472.190000 sec): 3 clusters
  Score: Raw -7449867.633734 + Penalty 5353.380434 = -7444514.253300
  nChanged 49
		SP:Iteration 83Q (140472.690000 sec): 3 clusters
  Score: Raw -7449884.110978 + Penalty 5353.380434 = -7444530.730544
  nChanged 43
		SP:Iteration 84Q (140473.200000 sec): 3 clusters
  Score: Raw -7449895.366206 + Penalty 5353.380434 = -7444541.985772
  nChanged 42
		SP:Iteration 85Q (140473.790000 sec): 3 clusters
  Score: Raw -7449907.610486 + Penalty 5353.380434 = -7444554.230052
  nChanged 36
		SP:Iteration 86Q (140474.290000 sec): 3 clusters
  Score: Raw -7449916.460648 + Penalty 5353.380434 = -7444563.080214
  nChanged 32
		SP:Iteration 87Q (140474.770000 sec): 3 clusters
  Score: Raw -7449925.251822 + Penalty 5353.380434 = -7444571.871388
  nChanged 27
		SP:Iteration 88Q (140475.330000 sec): 3 clusters
  Score: Raw -7449932.078180 + Penalty 5353.380434 = -7444578.697746
  nChanged 18
		SP:Iteration 89Q (140475.880000 sec): 3 clusters
  Score: Raw -7449937.222161 + Penalty 5353.380434 = -7444583.841728
  nChanged 18
		SP:Iteration 90Q (140476.390000 sec): 3 clusters
  Score: Raw -7449942.756654 + Penalty 5353.380434 = -7444589.376220
  nChanged 12
		SP:Iteration 91Q (140476.970000 sec): 3 clusters
  Score: Raw -7449945.617514 + Penalty 5353.380434 = -7444592.237080
  nChanged 8
		SP:Iteration 92Q (140477.430000 sec): 3 clusters
  Score: Raw -7449947.235377 + Penalty 5353.380434 = -7444593.854944
  nChanged 9
		SP:Iteration 93Q (140477.900000 sec): 3 clusters
  Score: Raw -7449948.970218 + Penalty 5353.380434 = -7444595.589784
  nChanged 8
		SP:Iteration 94Q (140478.390000 sec): 3 clusters
  Score: Raw -7449950.458221 + Penalty 5353.380434 = -7444597.077788
  nChanged 8
		SP:Iteration 95Q (140478.920000 sec): 3 clusters
  Score: Raw -7449952.023047 + Penalty 5353.380434 = -7444598.642614
  nChanged 9
		SP:Iteration 96Q (140479.420000 sec): 3 clusters
  Score: Raw -7449953.879774 + Penalty 5353.380434 = -7444600.499340
  nChanged 7
		SP:Iteration 97Q (140479.940000 sec): 3 clusters
  Score: Raw -7449955.748055 + Penalty 5353.380434 = -7444602.367622
  nChanged 7
		SP:Iteration 98Q (140480.440000 sec): 3 clusters
  Score: Raw -7449957.513030 + Penalty 5353.380434 = -7444604.132597
  nChanged 5
		SP:Iteration 99Q (140480.930000 sec): 3 clusters
  Score: Raw -7449958.486122 + Penalty 5353.380434 = -7444605.105688
  nChanged 7
		SP:Iteration 100F (140481.600000 sec): 3 clusters
  Score: Raw -7449960.022213 + Penalty 5353.380434 = -7444606.641779
  nChanged 2
		SP:Iteration 101Q (140482.220000 sec): 3 clusters
  Score: Raw -7449960.340058 + Penalty 5353.380434 = -7444606.959625
  nChanged 2
		SP:Iteration 102Q (140482.770000 sec): 3 clusters
  Score: Raw -7449960.812780 + Penalty 5353.380434 = -7444607.432346
  nChanged 0
		SP:Iteration 103F (140483.360000 sec): 3 clusters
  Score: Raw -7449960.812780 + Penalty 5353.380434 = -7444607.432346
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 61 (4612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140483.530000 sec): 2 clusters
  Score: Raw -720743.657299 + Penalty 2092.231387 = -718651.425913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140483.700000 sec): 3 clusters
  Score: Raw -718528.349323 + Penalty 4184.462773 = -714343.886550
  nChanged 1756
		SP:Iteration 1F (140483.880000 sec): 3 clusters
  Score: Raw -719663.612250 + Penalty 4184.462773 = -715479.149477
  nChanged 339
		SP:Iteration 2F (140484.120000 sec): 3 clusters
  Score: Raw -720068.601496 + Penalty 4184.462773 = -715884.138723
  nChanged 329
		SP:Iteration 3F (140484.350000 sec): 3 clusters
  Score: Raw -720589.676636 + Penalty 4184.462773 = -716405.213863
  nChanged 413
		SP:Iteration 4F (140484.480000 sec): 3 clusters
  Score: Raw -721035.117333 + Penalty 4184.462773 = -716850.654560
  nChanged 357
		SP:Iteration 5F (140484.670000 sec): 3 clusters
  Score: Raw -721378.575798 + Penalty 4184.462773 = -717194.113025
  nChanged 321
		SP:Iteration 6F (140484.850000 sec): 3 clusters
  Score: Raw -721697.507211 + Penalty 4184.462773 = -717513.044438
  nChanged 263
		SP:Iteration 7F (140485.060000 sec): 3 clusters
  Score: Raw -721927.341693 + Penalty 4184.462773 = -717742.878919
  nChanged 178
		SP:Iteration 8Q (140485.330000 sec): 3 clusters
  Score: Raw -722074.099585 + Penalty 4184.462773 = -717889.636812
  nChanged 108
		SP:Iteration 9Q (140485.600000 sec): 3 clusters
  Score: Raw -722151.342839 + Penalty 4184.462773 = -717966.880066
  nChanged 74
		SP:Iteration 10Q (140485.760000 sec): 3 clusters
  Score: Raw -722204.973598 + Penalty 4184.462773 = -718020.510824
  nChanged 56
		SP:Iteration 11Q (140485.980000 sec): 3 clusters
  Score: Raw -722245.256648 + Penalty 4184.462773 = -718060.793875
  nChanged 46
		SP:Iteration 12Q (140486.220000 sec): 3 clusters
  Score: Raw -722271.289889 + Penalty 4184.462773 = -718086.827116
  nChanged 36
		SP:Iteration 13Q (140486.420000 sec): 3 clusters
  Score: Raw -722292.112604 + Penalty 4184.462773 = -718107.649831
  nChanged 28
		SP:Iteration 14Q (140486.630000 sec): 3 clusters
  Score: Raw -722304.827605 + Penalty 4184.462773 = -718120.364831
  nChanged 24
		SP:Iteration 15Q (140486.830000 sec): 3 clusters
  Score: Raw -722314.291602 + Penalty 4184.462773 = -718129.828829
  nChanged 10
		SP:Iteration 16Q (140487.040000 sec): 3 clusters
  Score: Raw -722319.368988 + Penalty 4184.462773 = -718134.906215
  nChanged 13
		SP:Iteration 17Q (140487.290000 sec): 3 clusters
  Score: Raw -722325.631778 + Penalty 4184.462773 = -718141.169005
  nChanged 9
		SP:Iteration 18Q (140487.470000 sec): 3 clusters
  Score: Raw -722329.365516 + Penalty 4184.462773 = -718144.902743
  nChanged 9
		SP:Iteration 19Q (140487.680000 sec): 3 clusters
  Score: Raw -722333.301559 + Penalty 4184.462773 = -718148.838786
  nChanged 5
		SP:Iteration 20F (140487.890000 sec): 3 clusters
  Score: Raw -722335.299503 + Penalty 4184.462773 = -718150.836730
  nChanged 6
		SP:Iteration 21Q (140488.090000 sec): 3 clusters
  Score: Raw -722338.490430 + Penalty 4184.462773 = -718154.027657
  nChanged 6
		SP:Iteration 22Q (140488.300000 sec): 3 clusters
  Score: Raw -722341.790406 + Penalty 4184.462773 = -718157.327633
  nChanged 11
		SP:Iteration 23Q (140488.530000 sec): 3 clusters
  Score: Raw -722346.594784 + Penalty 4184.462773 = -718162.132011
  nChanged 10
		SP:Iteration 24Q (140488.770000 sec): 3 clusters
  Score: Raw -722354.147527 + Penalty 4184.462773 = -718169.684754
  nChanged 15
		SP:Iteration 25Q (140489.010000 sec): 3 clusters
  Score: Raw -722362.712888 + Penalty 4184.462773 = -718178.250115
  nChanged 14
		SP:Iteration 26Q (140489.250000 sec): 3 clusters
  Score: Raw -722372.471799 + Penalty 4184.462773 = -718188.009026
  nChanged 11
		SP:Iteration 27Q (140489.420000 sec): 3 clusters
  Score: Raw -722381.013686 + Penalty 4184.462773 = -718196.550913
  nChanged 19
		SP:Iteration 28Q (140489.610000 sec): 3 clusters
  Score: Raw -722394.677554 + Penalty 4184.462773 = -718210.214781
  nChanged 17
		SP:Iteration 29Q (140489.810000 sec): 3 clusters
  Score: Raw -722407.757584 + Penalty 4184.462773 = -718223.294811
  nChanged 16
		SP:Iteration 30Q (140490.030000 sec): 3 clusters
  Score: Raw -722422.727573 + Penalty 4184.462773 = -718238.264800
  nChanged 23
		SP:Iteration 31Q (140490.230000 sec): 3 clusters
  Score: Raw -722454.520166 + Penalty 4184.462773 = -718270.057393
  nChanged 29
		SP:Iteration 32Q (140490.370000 sec): 3 clusters
  Score: Raw -722487.094787 + Penalty 4184.462773 = -718302.632014
  nChanged 23
		SP:Iteration 33Q (140490.590000 sec): 3 clusters
  Score: Raw -722507.953791 + Penalty 4184.462773 = -718323.491018
  nChanged 27
		SP:Iteration 34Q (140490.750000 sec): 3 clusters
  Score: Raw -722524.717238 + Penalty 4184.462773 = -718340.254465
  nChanged 17
		SP:Iteration 35Q (140490.990000 sec): 3 clusters
  Score: Raw -722534.930416 + Penalty 4184.462773 = -718350.467643
  nChanged 12
		SP:Iteration 36Q (140491.190000 sec): 3 clusters
  Score: Raw -722540.383360 + Penalty 4184.462773 = -718355.920587
  nChanged 8
		SP:Iteration 37Q (140491.370000 sec): 3 clusters
  Score: Raw -722543.619981 + Penalty 4184.462773 = -718359.157207
  nChanged 4
		SP:Iteration 38Q (140491.560000 sec): 3 clusters
  Score: Raw -722546.201384 + Penalty 4184.462773 = -718361.738611
  nChanged 6
		SP:Iteration 39Q (140491.760000 sec): 3 clusters
  Score: Raw -722549.073013 + Penalty 4184.462773 = -718364.610240
  nChanged 6
		SP:Iteration 40F (140492.000000 sec): 3 clusters
  Score: Raw -722551.711409 + Penalty 4184.462773 = -718367.248636
  nChanged 2
		SP:Iteration 41Q (140492.180000 sec): 3 clusters
  Score: Raw -722552.520194 + Penalty 4184.462773 = -718368.057421
  nChanged 2
		SP:Iteration 42Q (140492.370000 sec): 3 clusters
  Score: Raw -722553.016308 + Penalty 4184.462773 = -718368.553535
  nChanged 1
		SP:Iteration 43Q (140492.660000 sec): 3 clusters
  Score: Raw -722553.554798 + Penalty 4184.462773 = -718369.092025
  nChanged 0
		SP:Iteration 44F (140492.870000 sec): 3 clusters
  Score: Raw -722553.554798 + Penalty 4184.462773 = -718369.092025
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 62 (3611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140492.980000 sec): 2 clusters
  Score: Raw -543510.722377 + Penalty 2031.551525 = -541479.170852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140493.220000 sec): 3 clusters
  Score: Raw -541919.552644 + Penalty 4063.103051 = -537856.449593
  nChanged 1301
		SP:Iteration 1F (140493.390000 sec): 3 clusters
  Score: Raw -542849.057222 + Penalty 4063.103051 = -538785.954171
  nChanged 313
		SP:Iteration 2F (140493.590000 sec): 3 clusters
  Score: Raw -543139.950098 + Penalty 4063.103051 = -539076.847048
  nChanged 229
		SP:Iteration 3F (140493.750000 sec): 3 clusters
  Score: Raw -543356.207705 + Penalty 4063.103051 = -539293.104655
  nChanged 187
		SP:Iteration 4F (140493.940000 sec): 3 clusters
  Score: Raw -543533.497425 + Penalty 4063.103051 = -539470.394374
  nChanged 146
		SP:Iteration 5Q (140494.090000 sec): 3 clusters
  Score: Raw -543654.447051 + Penalty 4063.103051 = -539591.344000
  nChanged 112
		SP:Iteration 6Q (140494.280000 sec): 3 clusters
  Score: Raw -543734.730283 + Penalty 4063.103051 = -539671.627232
  nChanged 92
		SP:Iteration 7Q (140494.490000 sec): 3 clusters
  Score: Raw -543800.348112 + Penalty 4063.103051 = -539737.245062
  nChanged 83
		SP:Iteration 8Q (140494.670000 sec): 3 clusters
  Score: Raw -543858.105199 + Penalty 4063.103051 = -539795.002148
  nChanged 69
		SP:Iteration 9Q (140494.830000 sec): 3 clusters
  Score: Raw -543902.818982 + Penalty 4063.103051 = -539839.715931
  nChanged 57
		SP:Iteration 10Q (140494.940000 sec): 3 clusters
  Score: Raw -543939.473606 + Penalty 4063.103051 = -539876.370556
  nChanged 56
		SP:Iteration 11Q (140495.140000 sec): 3 clusters
  Score: Raw -543973.584525 + Penalty 4063.103051 = -539910.481475
  nChanged 44
		SP:Iteration 12Q (140495.280000 sec): 3 clusters
  Score: Raw -543998.000927 + Penalty 4063.103051 = -539934.897877
  nChanged 32
		SP:Iteration 13Q (140495.400000 sec): 3 clusters
  Score: Raw -544017.027194 + Penalty 4063.103051 = -539953.924143
  nChanged 35
		SP:Iteration 14Q (140495.550000 sec): 3 clusters
  Score: Raw -544039.894119 + Penalty 4063.103051 = -539976.791068
  nChanged 35
		SP:Iteration 15Q (140495.740000 sec): 3 clusters
  Score: Raw -544061.685371 + Penalty 4063.103051 = -539998.582320
  nChanged 35
		SP:Iteration 16Q (140495.940000 sec): 3 clusters
  Score: Raw -544084.227117 + Penalty 4063.103051 = -540021.124066
  nChanged 33
		SP:Iteration 17Q (140496.070000 sec): 3 clusters
  Score: Raw -544100.426136 + Penalty 4063.103051 = -540037.323086
  nChanged 23
		SP:Iteration 18Q (140496.260000 sec): 3 clusters
  Score: Raw -544113.052293 + Penalty 4063.103051 = -540049.949243
  nChanged 28
		SP:Iteration 19Q (140496.450000 sec): 3 clusters
  Score: Raw -544129.013109 + Penalty 4063.103051 = -540065.910059
  nChanged 27
		SP:Iteration 20F (140496.570000 sec): 3 clusters
  Score: Raw -544144.099321 + Penalty 4063.103051 = -540080.996271
  nChanged 25
		SP:Iteration 21Q (140496.700000 sec): 3 clusters
  Score: Raw -544156.848820 + Penalty 4063.103051 = -540093.745770
  nChanged 22
		SP:Iteration 22Q (140496.900000 sec): 3 clusters
  Score: Raw -544167.834953 + Penalty 4063.103051 = -540104.731902
  nChanged 17
		SP:Iteration 23Q (140497.030000 sec): 3 clusters
  Score: Raw -544176.979089 + Penalty 4063.103051 = -540113.876038
  nChanged 17
		SP:Iteration 24Q (140497.160000 sec): 3 clusters
  Score: Raw -544182.079937 + Penalty 4063.103051 = -540118.976887
  nChanged 6
		SP:Iteration 25Q (140497.310000 sec): 3 clusters
  Score: Raw -544184.314917 + Penalty 4063.103051 = -540121.211866
  nChanged 5
		SP:Iteration 26Q (140497.460000 sec): 3 clusters
  Score: Raw -544186.517919 + Penalty 4063.103051 = -540123.414869
  nChanged 6
		SP:Iteration 27Q (140497.600000 sec): 3 clusters
  Score: Raw -544188.855915 + Penalty 4063.103051 = -540125.752864
  nChanged 3
		SP:Iteration 28Q (140497.800000 sec): 3 clusters
  Score: Raw -544190.138831 + Penalty 4063.103051 = -540127.035780
  nChanged 5
		SP:Iteration 29Q (140497.960000 sec): 3 clusters
  Score: Raw -544191.890071 + Penalty 4063.103051 = -540128.787020
  nChanged 3
		SP:Iteration 30Q (140498.100000 sec): 3 clusters
  Score: Raw -544192.950184 + Penalty 4063.103051 = -540129.847133
  nChanged 1
		SP:Iteration 31Q (140498.240000 sec): 3 clusters
  Score: Raw -544193.083986 + Penalty 4063.103051 = -540129.980936
  nChanged 0
		SP:Iteration 32F (140498.390000 sec): 3 clusters
  Score: Raw -544193.083986 + Penalty 4063.103051 = -540129.980936
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 63 (46010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140498.800000 sec): 2 clusters
  Score: Raw -7619591.588336 + Penalty 2662.680283 = -7616928.908053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140499.300000 sec): 3 clusters
  Score: Raw -7591142.476366 + Penalty 5325.360565 = -7585817.115801
  nChanged 21152
		SP:Iteration 1F (140499.830000 sec): 3 clusters
  Score: Raw -7602800.840426 + Penalty 5325.360565 = -7597475.479861
  nChanged 1706
		SP:Iteration 2Q (140500.430000 sec): 3 clusters
  Score: Raw -7603255.846335 + Penalty 5325.360565 = -7597930.485770
  nChanged 1615
		SP:Iteration 3Q (140501.020000 sec): 3 clusters
  Score: Raw -7603679.319622 + Penalty 5325.360565 = -7598353.959056
  nChanged 1528
		SP:Iteration 4Q (140501.590000 sec): 3 clusters
  Score: Raw -7604111.559205 + Penalty 5325.360565 = -7598786.198640
  nChanged 1573
		SP:Iteration 5Q (140502.160000 sec): 3 clusters
  Score: Raw -7604640.804554 + Penalty 5325.360565 = -7599315.443989
  nChanged 1713
		SP:Iteration 6Q (140502.740000 sec): 3 clusters
  Score: Raw -7605355.861354 + Penalty 5325.360565 = -7600030.500788
  nChanged 2095
		SP:Iteration 7Q (140503.320000 sec): 3 clusters
  Score: Raw -7606489.111647 + Penalty 5325.360565 = -7601163.751082
  nChanged 2488
		SP:Iteration 8F (140503.850000 sec): 3 clusters
  Score: Raw -7608198.958816 + Penalty 5325.360565 = -7602873.598250
  nChanged 2819
		SP:Iteration 9F (140504.390000 sec): 3 clusters
  Score: Raw -7610493.354063 + Penalty 5325.360565 = -7605167.993498
  nChanged 2894
		SP:Iteration 10F (140504.930000 sec): 3 clusters
  Score: Raw -7613038.088825 + Penalty 5325.360565 = -7607712.728259
  nChanged 2415
		SP:Iteration 11F (140505.470000 sec): 3 clusters
  Score: Raw -7615157.983685 + Penalty 5325.360565 = -7609832.623119
  nChanged 1803
		SP:Iteration 12Q (140506.060000 sec): 3 clusters
  Score: Raw -7616690.377956 + Penalty 5325.360565 = -7611365.017391
  nChanged 1246
		SP:Iteration 13Q (140506.630000 sec): 3 clusters
  Score: Raw -7617667.261276 + Penalty 5325.360565 = -7612341.900711
  nChanged 901
		SP:Iteration 14Q (140507.110000 sec): 3 clusters
  Score: Raw -7618338.951033 + Penalty 5325.360565 = -7613013.590467
  nChanged 656
		SP:Iteration 15Q (140507.610000 sec): 3 clusters
  Score: Raw -7618788.207382 + Penalty 5325.360565 = -7613462.846817
  nChanged 464
		SP:Iteration 16Q (140508.160000 sec): 3 clusters
  Score: Raw -7619102.597322 + Penalty 5325.360565 = -7613777.236756
  nChanged 335
		SP:Iteration 17Q (140508.660000 sec): 3 clusters
  Score: Raw -7619324.236809 + Penalty 5325.360565 = -7613998.876243
  nChanged 235
		SP:Iteration 18Q (140509.160000 sec): 3 clusters
  Score: Raw -7619484.678249 + Penalty 5325.360565 = -7614159.317683
  nChanged 151
		SP:Iteration 19Q (140509.660000 sec): 3 clusters
  Score: Raw -7619589.043023 + Penalty 5325.360565 = -7614263.682458
  nChanged 112
		SP:Iteration 20F (140510.210000 sec): 3 clusters
  Score: Raw -7619664.447737 + Penalty 5325.360565 = -7614339.087172
  nChanged 74
		SP:Iteration 21Q (140510.720000 sec): 3 clusters
  Score: Raw -7619710.055137 + Penalty 5325.360565 = -7614384.694572
  nChanged 43
		SP:Iteration 22Q (140511.220000 sec): 3 clusters
  Score: Raw -7619740.885818 + Penalty 5325.360565 = -7614415.525253
  nChanged 39
		SP:Iteration 23Q (140511.720000 sec): 3 clusters
  Score: Raw -7619765.486152 + Penalty 5325.360565 = -7614440.125587
  nChanged 31
		SP:Iteration 24Q (140512.220000 sec): 3 clusters
  Score: Raw -7619783.958021 + Penalty 5325.360565 = -7614458.597456
  nChanged 28
		SP:Iteration 25Q (140512.710000 sec): 3 clusters
  Score: Raw -7619802.133408 + Penalty 5325.360565 = -7614476.772843
  nChanged 20
		SP:Iteration 26Q (140513.170000 sec): 3 clusters
  Score: Raw -7619817.814880 + Penalty 5325.360565 = -7614492.454314
  nChanged 21
		SP:Iteration 27Q (140513.700000 sec): 3 clusters
  Score: Raw -7619833.496223 + Penalty 5325.360565 = -7614508.135657
  nChanged 22
		SP:Iteration 28Q (140514.110000 sec): 3 clusters
  Score: Raw -7619852.131980 + Penalty 5325.360565 = -7614526.771415
  nChanged 19
		SP:Iteration 29Q (140514.550000 sec): 3 clusters
  Score: Raw -7619864.144631 + Penalty 5325.360565 = -7614538.784065
  nChanged 12
		SP:Iteration 30Q (140515.000000 sec): 3 clusters
  Score: Raw -7619871.426067 + Penalty 5325.360565 = -7614546.065502
  nChanged 9
		SP:Iteration 31Q (140515.490000 sec): 3 clusters
  Score: Raw -7619875.281973 + Penalty 5325.360565 = -7614549.921407
  nChanged 3
		SP:Iteration 32Q (140516.000000 sec): 3 clusters
  Score: Raw -7619876.615754 + Penalty 5325.360565 = -7614551.255189
  nChanged 0
		SP:Iteration 33F (140516.440000 sec): 3 clusters
  Score: Raw -7619876.615754 + Penalty 5325.360565 = -7614551.255189
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 64 (5583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140516.630000 sec): 2 clusters
  Score: Raw -813716.385421 + Penalty 2139.615423 = -811576.769998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140516.870000 sec): 3 clusters
  Score: Raw -811028.151266 + Penalty 4279.230846 = -806748.920419
  nChanged 2138
		SP:Iteration 1F (140517.130000 sec): 3 clusters
  Score: Raw -812441.453445 + Penalty 4279.230846 = -808162.222598
  nChanged 531
		SP:Iteration 2F (140517.380000 sec): 3 clusters
  Score: Raw -812875.598470 + Penalty 4279.230846 = -808596.367624
  nChanged 411
		SP:Iteration 3F (140517.620000 sec): 3 clusters
  Score: Raw -813254.077153 + Penalty 4279.230846 = -808974.846307
  nChanged 367
		SP:Iteration 4F (140517.860000 sec): 3 clusters
  Score: Raw -813616.519838 + Penalty 4279.230846 = -809337.288991
  nChanged 315
		SP:Iteration 5F (140518.020000 sec): 3 clusters
  Score: Raw -813924.220851 + Penalty 4279.230846 = -809644.990005
  nChanged 257
		SP:Iteration 6Q (140518.250000 sec): 3 clusters
  Score: Raw -814117.827816 + Penalty 4279.230846 = -809838.596970
  nChanged 175
		SP:Iteration 7Q (140518.460000 sec): 3 clusters
  Score: Raw -814230.415385 + Penalty 4279.230846 = -809951.184539
  nChanged 119
		SP:Iteration 8Q (140518.620000 sec): 3 clusters
  Score: Raw -814299.171733 + Penalty 4279.230846 = -810019.940886
  nChanged 84
		SP:Iteration 9Q (140518.880000 sec): 3 clusters
  Score: Raw -814349.685256 + Penalty 4279.230846 = -810070.454410
  nChanged 78
		SP:Iteration 10Q (140519.110000 sec): 3 clusters
  Score: Raw -814387.479359 + Penalty 4279.230846 = -810108.248513
  nChanged 57
		SP:Iteration 11Q (140519.290000 sec): 3 clusters
  Score: Raw -814416.537554 + Penalty 4279.230846 = -810137.306708
  nChanged 52
		SP:Iteration 12Q (140519.470000 sec): 3 clusters
  Score: Raw -814441.744815 + Penalty 4279.230846 = -810162.513968
  nChanged 49
		SP:Iteration 13Q (140519.640000 sec): 3 clusters
  Score: Raw -814465.307093 + Penalty 4279.230846 = -810186.076246
  nChanged 48
		SP:Iteration 14Q (140519.770000 sec): 3 clusters
  Score: Raw -814485.155032 + Penalty 4279.230846 = -810205.924185
  nChanged 38
		SP:Iteration 15Q (140519.910000 sec): 3 clusters
  Score: Raw -814503.747037 + Penalty 4279.230846 = -810224.516191
  nChanged 40
		SP:Iteration 16Q (140520.050000 sec): 3 clusters
  Score: Raw -814516.855173 + Penalty 4279.230846 = -810237.624327
  nChanged 23
		SP:Iteration 17Q (140520.240000 sec): 3 clusters
  Score: Raw -814524.506376 + Penalty 4279.230846 = -810245.275530
  nChanged 21
		SP:Iteration 18Q (140520.360000 sec): 3 clusters
  Score: Raw -814530.731083 + Penalty 4279.230846 = -810251.500236
  nChanged 17
		SP:Iteration 19Q (140520.540000 sec): 3 clusters
  Score: Raw -814535.501170 + Penalty 4279.230846 = -810256.270323
  nChanged 10
		SP:Iteration 20F (140520.660000 sec): 3 clusters
  Score: Raw -814538.323056 + Penalty 4279.230846 = -810259.092210
  nChanged 11
		SP:Iteration 21Q (140520.800000 sec): 3 clusters
  Score: Raw -814541.992241 + Penalty 4279.230846 = -810262.761394
  nChanged 12
		SP:Iteration 22Q (140520.990000 sec): 3 clusters
  Score: Raw -814546.074960 + Penalty 4279.230846 = -810266.844113
  nChanged 6
		SP:Iteration 23Q (140521.130000 sec): 3 clusters
  Score: Raw -814547.562819 + Penalty 4279.230846 = -810268.331972
  nChanged 3
		SP:Iteration 24Q (140521.270000 sec): 3 clusters
  Score: Raw -814548.270045 + Penalty 4279.230846 = -810269.039198
  nChanged 4
		SP:Iteration 25Q (140521.420000 sec): 3 clusters
  Score: Raw -814549.221040 + Penalty 4279.230846 = -810269.990194
  nChanged 3
		SP:Iteration 26Q (140521.560000 sec): 3 clusters
  Score: Raw -814549.949197 + Penalty 4279.230846 = -810270.718351
  nChanged 1
		SP:Iteration 27Q (140521.740000 sec): 3 clusters
  Score: Raw -814550.294831 + Penalty 4279.230846 = -810271.063984
  nChanged 3
		SP:Iteration 28Q (140521.880000 sec): 3 clusters
  Score: Raw -814551.140253 + Penalty 4279.230846 = -810271.909407
  nChanged 4
		SP:Iteration 29Q (140522.040000 sec): 3 clusters
  Score: Raw -814551.844280 + Penalty 4279.230846 = -810272.613433
  nChanged 4
		SP:Iteration 30Q (140522.260000 sec): 3 clusters
  Score: Raw -814554.023492 + Penalty 4279.230846 = -810274.792646
  nChanged 7
		SP:Iteration 31Q (140522.480000 sec): 3 clusters
  Score: Raw -814556.219861 + Penalty 4279.230846 = -810276.989015
  nChanged 5
		SP:Iteration 32Q (140522.720000 sec): 3 clusters
  Score: Raw -814557.915944 + Penalty 4279.230846 = -810278.685098
  nChanged 6
		SP:Iteration 33Q (140522.980000 sec): 3 clusters
  Score: Raw -814559.662489 + Penalty 4279.230846 = -810280.431643
  nChanged 3
		SP:Iteration 34Q (140523.220000 sec): 3 clusters
  Score: Raw -814560.193155 + Penalty 4279.230846 = -810280.962309
  nChanged 3
		SP:Iteration 35Q (140523.430000 sec): 3 clusters
  Score: Raw -814561.110572 + Penalty 4279.230846 = -810281.879725
  nChanged 1
		SP:Iteration 36Q (140523.640000 sec): 3 clusters
  Score: Raw -814561.665605 + Penalty 4279.230846 = -810282.434759
  nChanged 1
		SP:Iteration 37Q (140523.850000 sec): 3 clusters
  Score: Raw -814562.004936 + Penalty 4279.230846 = -810282.774090
  nChanged 0
		SP:Iteration 38F (140524.120000 sec): 3 clusters
  Score: Raw -814562.004936 + Penalty 4279.230846 = -810282.774090
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 65 (8986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140524.310000 sec): 2 clusters
  Score: Raw -1431108.246482 + Penalty 2257.648926 = -1428850.597556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140524.550000 sec): 3 clusters
  Score: Raw -1426400.537857 + Penalty 4515.297852 = -1421885.240004
  nChanged 3652
		SP:Iteration 1F (140524.800000 sec): 3 clusters
  Score: Raw -1428405.145250 + Penalty 4515.297852 = -1423889.847397
  nChanged 592
		SP:Iteration 2F (140525.070000 sec): 3 clusters
  Score: Raw -1428720.681208 + Penalty 4515.297852 = -1424205.383355
  nChanged 480
		SP:Iteration 3F (140525.300000 sec): 3 clusters
  Score: Raw -1428983.263254 + Penalty 4515.297852 = -1424467.965401
  nChanged 445
		SP:Iteration 4Q (140525.600000 sec): 3 clusters
  Score: Raw -1429246.769176 + Penalty 4515.297852 = -1424731.471323
  nChanged 442
		SP:Iteration 5Q (140525.800000 sec): 3 clusters
  Score: Raw -1429561.902966 + Penalty 4515.297852 = -1425046.605113
  nChanged 504
		SP:Iteration 6F (140526.100000 sec): 3 clusters
  Score: Raw -1429981.677095 + Penalty 4515.297852 = -1425466.379243
  nChanged 562
		SP:Iteration 7F (140526.320000 sec): 3 clusters
  Score: Raw -1430434.796117 + Penalty 4515.297852 = -1425919.498265
  nChanged 518
		SP:Iteration 8F (140526.530000 sec): 3 clusters
  Score: Raw -1430834.113970 + Penalty 4515.297852 = -1426318.816118
  nChanged 416
		SP:Iteration 9Q (140526.780000 sec): 3 clusters
  Score: Raw -1431114.305043 + Penalty 4515.297852 = -1426599.007190
  nChanged 307
		SP:Iteration 10Q (140527.130000 sec): 3 clusters
  Score: Raw -1431271.260097 + Penalty 4515.297852 = -1426755.962245
  nChanged 216
		SP:Iteration 11Q (140527.470000 sec): 3 clusters
  Score: Raw -1431364.998843 + Penalty 4515.297852 = -1426849.700991
  nChanged 146
		SP:Iteration 12Q (140527.670000 sec): 3 clusters
  Score: Raw -1431417.904779 + Penalty 4515.297852 = -1426902.606927
  nChanged 91
		SP:Iteration 13Q (140527.910000 sec): 3 clusters
  Score: Raw -1431444.385799 + Penalty 4515.297852 = -1426929.087947
  nChanged 69
		SP:Iteration 14Q (140528.210000 sec): 3 clusters
  Score: Raw -1431464.257871 + Penalty 4515.297852 = -1426948.960019
  nChanged 48
		SP:Iteration 15Q (140528.380000 sec): 3 clusters
  Score: Raw -1431476.275461 + Penalty 4515.297852 = -1426960.977609
  nChanged 31
		SP:Iteration 16Q (140528.590000 sec): 3 clusters
  Score: Raw -1431483.488405 + Penalty 4515.297852 = -1426968.190553
  nChanged 20
		SP:Iteration 17Q (140528.750000 sec): 3 clusters
  Score: Raw -1431487.912473 + Penalty 4515.297852 = -1426972.614620
  nChanged 18
		SP:Iteration 18Q (140528.950000 sec): 3 clusters
  Score: Raw -1431491.024194 + Penalty 4515.297852 = -1426975.726341
  nChanged 7
		SP:Iteration 19Q (140529.150000 sec): 3 clusters
  Score: Raw -1431492.615524 + Penalty 4515.297852 = -1426977.317671
  nChanged 12
		SP:Iteration 20F (140529.390000 sec): 3 clusters
  Score: Raw -1431494.746712 + Penalty 4515.297852 = -1426979.448860
  nChanged 9
		SP:Iteration 21Q (140529.620000 sec): 3 clusters
  Score: Raw -1431496.641330 + Penalty 4515.297852 = -1426981.343478
  nChanged 6
		SP:Iteration 22Q (140529.860000 sec): 3 clusters
  Score: Raw -1431497.760169 + Penalty 4515.297852 = -1426982.462317
  nChanged 4
		SP:Iteration 23Q (140530.130000 sec): 3 clusters
  Score: Raw -1431498.617962 + Penalty 4515.297852 = -1426983.320110
  nChanged 1
		SP:Iteration 24Q (140530.410000 sec): 3 clusters
  Score: Raw -1431498.755836 + Penalty 4515.297852 = -1426983.457983
  nChanged 1
		SP:Iteration 25Q (140530.740000 sec): 3 clusters
  Score: Raw -1431499.052142 + Penalty 4515.297852 = -1426983.754289
  nChanged 2
		SP:Iteration 26Q (140531.050000 sec): 3 clusters
  Score: Raw -1431499.462546 + Penalty 4515.297852 = -1426984.164694
  nChanged 2
		SP:Iteration 27Q (140531.290000 sec): 3 clusters
  Score: Raw -1431499.987286 + Penalty 4515.297852 = -1426984.689433
  nChanged 3
		SP:Iteration 28Q (140531.550000 sec): 3 clusters
  Score: Raw -1431500.643197 + Penalty 4515.297852 = -1426985.345344
  nChanged 5
		SP:Iteration 29Q (140531.770000 sec): 3 clusters
  Score: Raw -1431501.450424 + Penalty 4515.297852 = -1426986.152572
  nChanged 3
		SP:Iteration 30Q (140531.990000 sec): 3 clusters
  Score: Raw -1431501.839670 + Penalty 4515.297852 = -1426986.541818
  nChanged 1
		SP:Iteration 31Q (140532.270000 sec): 3 clusters
  Score: Raw -1431501.969629 + Penalty 4515.297852 = -1426986.671776
  nChanged 1
		SP:Iteration 32Q (140532.480000 sec): 3 clusters
  Score: Raw -1431502.137242 + Penalty 4515.297852 = -1426986.839390
  nChanged 1
		SP:Iteration 33Q (140532.730000 sec): 3 clusters
  Score: Raw -1431502.265727 + Penalty 4515.297852 = -1426986.967874
  nChanged 0
		SP:Iteration 34F (140532.960000 sec): 3 clusters
  Score: Raw -1431502.265727 + Penalty 4515.297852 = -1426986.967874
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 66 (1242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140533.080000 sec): 2 clusters
  Score: Raw -182252.550360 + Penalty 1766.870609 = -180485.679750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140533.240000 sec): 3 clusters
  Score: Raw -182056.626356 + Penalty 3533.741218 = -178522.885138
  nChanged 387
		SP:Iteration 1F (140533.440000 sec): 3 clusters
  Score: Raw -182588.129111 + Penalty 3533.741218 = -179054.387892
  nChanged 125
		SP:Iteration 2F (140533.620000 sec): 3 clusters
  Score: Raw -182837.329079 + Penalty 3533.741218 = -179303.587861
  nChanged 94
		SP:Iteration 3F (140533.790000 sec): 3 clusters
  Score: Raw -183055.533328 + Penalty 3533.741218 = -179521.792110
  nChanged 79
		SP:Iteration 4F (140533.920000 sec): 3 clusters
  Score: Raw -183237.549350 + Penalty 3533.741218 = -179703.808132
  nChanged 57
		SP:Iteration 5Q (140534.120000 sec): 3 clusters
  Score: Raw -183363.576508 + Penalty 3533.741218 = -179829.835290
  nChanged 41
		SP:Iteration 6Q (140534.250000 sec): 3 clusters
  Score: Raw -183477.060430 + Penalty 3533.741218 = -179943.319212
  nChanged 32
		SP:Iteration 7Q (140534.390000 sec): 3 clusters
  Score: Raw -183568.958062 + Penalty 3533.741218 = -180035.216844
  nChanged 19
		SP:Iteration 8Q (140534.520000 sec): 3 clusters
  Score: Raw -183628.984290 + Penalty 3533.741218 = -180095.243072
  nChanged 17
		SP:Iteration 9Q (140534.710000 sec): 3 clusters
  Score: Raw -183656.582301 + Penalty 3533.741218 = -180122.841082
  nChanged 6
		SP:Iteration 10Q (140534.840000 sec): 3 clusters
  Score: Raw -183665.215863 + Penalty 3533.741218 = -180131.474644
  nChanged 2
		SP:Iteration 11Q (140534.980000 sec): 3 clusters
  Score: Raw -183666.612281 + Penalty 3533.741218 = -180132.871063
  nChanged 0
		SP:Iteration 12F (140535.120000 sec): 3 clusters
  Score: Raw -183666.612281 + Penalty 3533.741218 = -180132.871063
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 67 (1655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140535.240000 sec): 2 clusters
  Score: Raw -259093.178645 + Penalty 1838.065959 = -257255.112686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140535.400000 sec): 3 clusters
  Score: Raw -258524.092006 + Penalty 3676.131919 = -254847.960088
  nChanged 512
		SP:Iteration 1F (140535.540000 sec): 3 clusters
  Score: Raw -258941.622927 + Penalty 3676.131919 = -255265.491008
  nChanged 116
		SP:Iteration 2F (140535.730000 sec): 3 clusters
  Score: Raw -259039.785043 + Penalty 3676.131919 = -255363.653125
  nChanged 53
		SP:Iteration 3Q (140535.840000 sec): 3 clusters
  Score: Raw -259084.434576 + Penalty 3676.131919 = -255408.302657
  nChanged 42
		SP:Iteration 4Q (140535.980000 sec): 3 clusters
  Score: Raw -259126.707076 + Penalty 3676.131919 = -255450.575157
  nChanged 24
		SP:Iteration 5Q (140536.130000 sec): 3 clusters
  Score: Raw -259141.127103 + Penalty 3676.131919 = -255464.995185
  nChanged 14
		SP:Iteration 6Q (140536.280000 sec): 3 clusters
  Score: Raw -259151.619760 + Penalty 3676.131919 = -255475.487841
  nChanged 11
		SP:Iteration 7Q (140536.380000 sec): 3 clusters
  Score: Raw -259160.536992 + Penalty 3676.131919 = -255484.405073
  nChanged 11
		SP:Iteration 8Q (140536.530000 sec): 3 clusters
  Score: Raw -259167.130792 + Penalty 3676.131919 = -255490.998873
  nChanged 7
		SP:Iteration 9Q (140536.670000 sec): 3 clusters
  Score: Raw -259170.622006 + Penalty 3676.131919 = -255494.490087
  nChanged 3
		SP:Iteration 10Q (140536.820000 sec): 3 clusters
  Score: Raw -259173.915326 + Penalty 3676.131919 = -255497.783407
  nChanged 6
		SP:Iteration 11Q (140536.920000 sec): 3 clusters
  Score: Raw -259179.069443 + Penalty 3676.131919 = -255502.937524
  nChanged 7
		SP:Iteration 12Q (140537.060000 sec): 3 clusters
  Score: Raw -259183.083507 + Penalty 3676.131919 = -255506.951588
  nChanged 7
		SP:Iteration 13Q (140537.200000 sec): 3 clusters
  Score: Raw -259188.511932 + Penalty 3676.131919 = -255512.380013
  nChanged 4
		SP:Iteration 14Q (140537.300000 sec): 3 clusters
  Score: Raw -259190.543861 + Penalty 3676.131919 = -255514.411942
  nChanged 3
		SP:Iteration 15Q (140537.400000 sec): 3 clusters
  Score: Raw -259192.949511 + Penalty 3676.131919 = -255516.817592
  nChanged 2
		SP:Iteration 16Q (140537.540000 sec): 3 clusters
  Score: Raw -259195.432935 + Penalty 3676.131919 = -255519.301016
  nChanged 3
		SP:Iteration 17Q (140537.640000 sec): 3 clusters
  Score: Raw -259196.996770 + Penalty 3676.131919 = -255520.864851
  nChanged 1
		SP:Iteration 18Q (140537.780000 sec): 3 clusters
  Score: Raw -259197.241361 + Penalty 3676.131919 = -255521.109442
  nChanged 0
		SP:Iteration 19F (140537.920000 sec): 3 clusters
  Score: Raw -259197.241361 + Penalty 3676.131919 = -255521.109442
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 68 (4408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140538.090000 sec): 2 clusters
  Score: Raw -686987.901626 + Penalty 2081.011735 = -684906.889891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140538.320000 sec): 3 clusters
  Score: Raw -684951.634027 + Penalty 4162.023470 = -680789.610557
  nChanged 1704
		SP:Iteration 1F (140538.520000 sec): 3 clusters
  Score: Raw -686146.625822 + Penalty 4162.023470 = -681984.602352
  nChanged 415
		SP:Iteration 2F (140538.710000 sec): 3 clusters
  Score: Raw -686598.871116 + Penalty 4162.023470 = -682436.847646
  nChanged 324
		SP:Iteration 3F (140538.850000 sec): 3 clusters
  Score: Raw -686984.203822 + Penalty 4162.023470 = -682822.180352
  nChanged 327
		SP:Iteration 4F (140539.050000 sec): 3 clusters
  Score: Raw -687415.018533 + Penalty 4162.023470 = -683252.995063
  nChanged 295
		SP:Iteration 5F (140539.270000 sec): 3 clusters
  Score: Raw -687764.618536 + Penalty 4162.023470 = -683602.595066
  nChanged 239
		SP:Iteration 6F (140539.470000 sec): 3 clusters
  Score: Raw -687953.175872 + Penalty 4162.023470 = -683791.152402
  nChanged 153
		SP:Iteration 7Q (140539.700000 sec): 3 clusters
  Score: Raw -688057.473237 + Penalty 4162.023470 = -683895.449767
  nChanged 104
		SP:Iteration 8Q (140539.880000 sec): 3 clusters
  Score: Raw -688122.229234 + Penalty 4162.023470 = -683960.205764
  nChanged 76
		SP:Iteration 9Q (140540.100000 sec): 3 clusters
  Score: Raw -688165.078276 + Penalty 4162.023470 = -684003.054806
  nChanged 54
		SP:Iteration 10Q (140540.260000 sec): 3 clusters
  Score: Raw -688187.089887 + Penalty 4162.023470 = -684025.066417
  nChanged 35
		SP:Iteration 11Q (140540.500000 sec): 3 clusters
  Score: Raw -688196.882034 + Penalty 4162.023470 = -684034.858564
  nChanged 17
		SP:Iteration 12Q (140540.710000 sec): 3 clusters
  Score: Raw -688203.361735 + Penalty 4162.023470 = -684041.338265
  nChanged 19
		SP:Iteration 13Q (140540.870000 sec): 3 clusters
  Score: Raw -688210.866647 + Penalty 4162.023470 = -684048.843177
  nChanged 18
		SP:Iteration 14Q (140541.110000 sec): 3 clusters
  Score: Raw -688216.996660 + Penalty 4162.023470 = -684054.973190
  nChanged 15
		SP:Iteration 15Q (140541.250000 sec): 3 clusters
  Score: Raw -688222.594875 + Penalty 4162.023470 = -684060.571405
  nChanged 11
		SP:Iteration 16Q (140541.390000 sec): 3 clusters
  Score: Raw -688225.441872 + Penalty 4162.023470 = -684063.418402
  nChanged 4
		SP:Iteration 17Q (140541.600000 sec): 3 clusters
  Score: Raw -688226.573547 + Penalty 4162.023470 = -684064.550077
  nChanged 6
		SP:Iteration 18Q (140541.870000 sec): 3 clusters
  Score: Raw -688228.875433 + Penalty 4162.023470 = -684066.851963
  nChanged 8
		SP:Iteration 19Q (140542.150000 sec): 3 clusters
  Score: Raw -688231.775273 + Penalty 4162.023470 = -684069.751803
  nChanged 6
		SP:Iteration 20F (140542.380000 sec): 3 clusters
  Score: Raw -688233.537379 + Penalty 4162.023470 = -684071.513909
  nChanged 4
		SP:Iteration 21Q (140542.520000 sec): 3 clusters
  Score: Raw -688234.724687 + Penalty 4162.023470 = -684072.701217
  nChanged 3
		SP:Iteration 22Q (140542.700000 sec): 3 clusters
  Score: Raw -688235.596829 + Penalty 4162.023470 = -684073.573359
  nChanged 2
		SP:Iteration 23Q (140542.890000 sec): 3 clusters
  Score: Raw -688235.948531 + Penalty 4162.023470 = -684073.925061
  nChanged 2
		SP:Iteration 24Q (140543.100000 sec): 3 clusters
  Score: Raw -688236.331495 + Penalty 4162.023470 = -684074.308025
  nChanged 0
		SP:Iteration 25F (140543.310000 sec): 3 clusters
  Score: Raw -688236.331495 + Penalty 4162.023470 = -684074.308025
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 69 (2407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140543.470000 sec): 2 clusters
  Score: Raw -386375.815649 + Penalty 1930.961837 = -384444.853812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140543.590000 sec): 3 clusters
  Score: Raw -385400.863798 + Penalty 3861.923673 = -381538.940125
  nChanged 767
		SP:Iteration 1F (140543.690000 sec): 3 clusters
  Score: Raw -385903.132151 + Penalty 3861.923673 = -382041.208478
  nChanged 178
		SP:Iteration 2F (140543.860000 sec): 3 clusters
  Score: Raw -386040.758957 + Penalty 3861.923673 = -382178.835284
  nChanged 111
		SP:Iteration 3Q (140543.980000 sec): 3 clusters
  Score: Raw -386111.676128 + Penalty 3861.923673 = -382249.752455
  nChanged 74
		SP:Iteration 4Q (140544.130000 sec): 3 clusters
  Score: Raw -386165.339689 + Penalty 3861.923673 = -382303.416016
  nChanged 54
		SP:Iteration 5Q (140544.280000 sec): 3 clusters
  Score: Raw -386201.616314 + Penalty 3861.923673 = -382339.692640
  nChanged 46
		SP:Iteration 6Q (140544.450000 sec): 3 clusters
  Score: Raw -386228.932605 + Penalty 3861.923673 = -382367.008932
  nChanged 34
		SP:Iteration 7Q (140544.570000 sec): 3 clusters
  Score: Raw -386250.985262 + Penalty 3861.923673 = -382389.061589
  nChanged 37
		SP:Iteration 8Q (140544.690000 sec): 3 clusters
  Score: Raw -386272.301618 + Penalty 3861.923673 = -382410.377945
  nChanged 31
		SP:Iteration 9Q (140544.830000 sec): 3 clusters
  Score: Raw -386292.973386 + Penalty 3861.923673 = -382431.049713
  nChanged 33
		SP:Iteration 10Q (140544.990000 sec): 3 clusters
  Score: Raw -386312.668745 + Penalty 3861.923673 = -382450.745072
  nChanged 35
		SP:Iteration 11Q (140545.180000 sec): 3 clusters
  Score: Raw -386329.814297 + Penalty 3861.923673 = -382467.890624
  nChanged 17
		SP:Iteration 12Q (140545.350000 sec): 3 clusters
  Score: Raw -386339.549307 + Penalty 3861.923673 = -382477.625634
  nChanged 15
		SP:Iteration 13Q (140545.510000 sec): 3 clusters
  Score: Raw -386347.943181 + Penalty 3861.923673 = -382486.019508
  nChanged 10
		SP:Iteration 14Q (140545.710000 sec): 3 clusters
  Score: Raw -386352.376264 + Penalty 3861.923673 = -382490.452591
  nChanged 6
		SP:Iteration 15Q (140545.880000 sec): 3 clusters
  Score: Raw -386355.494167 + Penalty 3861.923673 = -382493.570494
  nChanged 8
		SP:Iteration 16Q (140546.010000 sec): 3 clusters
  Score: Raw -386359.232811 + Penalty 3861.923673 = -382497.309138
  nChanged 4
		SP:Iteration 17Q (140546.110000 sec): 3 clusters
  Score: Raw -386361.110796 + Penalty 3861.923673 = -382499.187123
  nChanged 3
		SP:Iteration 18Q (140546.300000 sec): 3 clusters
  Score: Raw -386362.241923 + Penalty 3861.923673 = -382500.318250
  nChanged 3
		SP:Iteration 19Q (140546.490000 sec): 3 clusters
  Score: Raw -386363.545998 + Penalty 3861.923673 = -382501.622324
  nChanged 6
		SP:Iteration 20F (140546.670000 sec): 3 clusters
  Score: Raw -386366.148460 + Penalty 3861.923673 = -382504.224787
  nChanged 3
		SP:Iteration 21Q (140546.770000 sec): 3 clusters
  Score: Raw -386368.041621 + Penalty 3861.923673 = -382506.117948
  nChanged 8
		SP:Iteration 22Q (140546.910000 sec): 3 clusters
  Score: Raw -386371.273788 + Penalty 3861.923673 = -382509.350114
  nChanged 7
		SP:Iteration 23Q (140547.040000 sec): 3 clusters
  Score: Raw -386375.922114 + Penalty 3861.923673 = -382513.998441
  nChanged 6
		SP:Iteration 24Q (140547.180000 sec): 3 clusters
  Score: Raw -386381.170288 + Penalty 3861.923673 = -382519.246614
  nChanged 9
		SP:Iteration 25Q (140547.370000 sec): 3 clusters
  Score: Raw -386386.082456 + Penalty 3861.923673 = -382524.158783
  nChanged 6
		SP:Iteration 26Q (140547.490000 sec): 3 clusters
  Score: Raw -386389.352522 + Penalty 3861.923673 = -382527.428849
  nChanged 7
		SP:Iteration 27Q (140547.640000 sec): 3 clusters
  Score: Raw -386392.755801 + Penalty 3861.923673 = -382530.832127
  nChanged 7
		SP:Iteration 28Q (140547.780000 sec): 3 clusters
  Score: Raw -386397.195555 + Penalty 3861.923673 = -382535.271882
  nChanged 5
		SP:Iteration 29Q (140547.880000 sec): 3 clusters
  Score: Raw -386398.880309 + Penalty 3861.923673 = -382536.956635
  nChanged 5
		SP:Iteration 30Q (140547.970000 sec): 3 clusters
  Score: Raw -386401.783164 + Penalty 3861.923673 = -382539.859491
  nChanged 7
		SP:Iteration 31Q (140548.120000 sec): 3 clusters
  Score: Raw -386404.962523 + Penalty 3861.923673 = -382543.038850
  nChanged 3
		SP:Iteration 32Q (140548.270000 sec): 3 clusters
  Score: Raw -386405.977977 + Penalty 3861.923673 = -382544.054303
  nChanged 2
		SP:Iteration 33Q (140548.360000 sec): 3 clusters
  Score: Raw -386406.703757 + Penalty 3861.923673 = -382544.780084
  nChanged 1
		SP:Iteration 34Q (140548.510000 sec): 3 clusters
  Score: Raw -386407.010506 + Penalty 3861.923673 = -382545.086833
  nChanged 4
		SP:Iteration 35Q (140548.640000 sec): 3 clusters
  Score: Raw -386408.810953 + Penalty 3861.923673 = -382546.887280
  nChanged 2
		SP:Iteration 36Q (140548.790000 sec): 3 clusters
  Score: Raw -386409.406792 + Penalty 3861.923673 = -382547.483119
  nChanged 2
		SP:Iteration 37Q (140548.880000 sec): 3 clusters
  Score: Raw -386411.209295 + Penalty 3861.923673 = -382549.285621
  nChanged 5
		SP:Iteration 38Q (140549.030000 sec): 3 clusters
  Score: Raw -386413.768635 + Penalty 3861.923673 = -382551.844962
  nChanged 7
		SP:Iteration 39Q (140549.170000 sec): 3 clusters
  Score: Raw -386416.164784 + Penalty 3861.923673 = -382554.241110
  nChanged 3
		SP:Iteration 40F (140549.310000 sec): 3 clusters
  Score: Raw -386416.954345 + Penalty 3861.923673 = -382555.030672
  nChanged 2
		SP:Iteration 41Q (140549.450000 sec): 3 clusters
  Score: Raw -386418.423174 + Penalty 3861.923673 = -382556.499501
  nChanged 3
		SP:Iteration 42Q (140549.630000 sec): 3 clusters
  Score: Raw -386420.682202 + Penalty 3861.923673 = -382558.758529
  nChanged 8
		SP:Iteration 43Q (140549.780000 sec): 3 clusters
  Score: Raw -386426.629968 + Penalty 3861.923673 = -382564.706295
  nChanged 8
		SP:Iteration 44Q (140549.880000 sec): 3 clusters
  Score: Raw -386429.914848 + Penalty 3861.923673 = -382567.991175
  nChanged 4
		SP:Iteration 45Q (140550.080000 sec): 3 clusters
  Score: Raw -386432.425353 + Penalty 3861.923673 = -382570.501680
  nChanged 6
		SP:Iteration 46Q (140550.260000 sec): 3 clusters
  Score: Raw -386438.185786 + Penalty 3861.923673 = -382576.262112
  nChanged 6
		SP:Iteration 47Q (140550.410000 sec): 3 clusters
  Score: Raw -386440.941787 + Penalty 3861.923673 = -382579.018114
  nChanged 10
		SP:Iteration 48Q (140550.540000 sec): 3 clusters
  Score: Raw -386445.400518 + Penalty 3861.923673 = -382583.476845
  nChanged 6
		SP:Iteration 49Q (140550.690000 sec): 3 clusters
  Score: Raw -386448.442152 + Penalty 3861.923673 = -382586.518479
  nChanged 6
		SP:Iteration 50Q (140550.840000 sec): 3 clusters
  Score: Raw -386454.219497 + Penalty 3861.923673 = -382592.295824
  nChanged 7
		SP:Iteration 51Q (140550.990000 sec): 3 clusters
  Score: Raw -386458.881728 + Penalty 3861.923673 = -382596.958055
  nChanged 5
		SP:Iteration 52Q (140551.130000 sec): 3 clusters
  Score: Raw -386461.328774 + Penalty 3861.923673 = -382599.405101
  nChanged 6
		SP:Iteration 53Q (140551.270000 sec): 3 clusters
  Score: Raw -386464.978096 + Penalty 3861.923673 = -382603.054423
  nChanged 5
		SP:Iteration 54Q (140551.420000 sec): 3 clusters
  Score: Raw -386468.914025 + Penalty 3861.923673 = -382606.990352
  nChanged 7
		SP:Iteration 55Q (140551.570000 sec): 3 clusters
  Score: Raw -386472.916268 + Penalty 3861.923673 = -382610.992594
  nChanged 2
		SP:Iteration 56Q (140551.750000 sec): 3 clusters
  Score: Raw -386473.628837 + Penalty 3861.923673 = -382611.705164
  nChanged 1
		SP:Iteration 57Q (140551.890000 sec): 3 clusters
  Score: Raw -386473.755949 + Penalty 3861.923673 = -382611.832276
  nChanged 0
		SP:Iteration 58F (140552.040000 sec): 3 clusters
  Score: Raw -386473.755949 + Penalty 3861.923673 = -382611.832276
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 70 (4612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140552.170000 sec): 2 clusters
  Score: Raw -706367.683197 + Penalty 2092.231387 = -704275.451810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140552.370000 sec): 3 clusters
  Score: Raw -704227.567677 + Penalty 4184.462773 = -700043.104904
  nChanged 1750
		SP:Iteration 1F (140552.580000 sec): 3 clusters
  Score: Raw -705238.058779 + Penalty 4184.462773 = -701053.596006
  nChanged 353
		SP:Iteration 2F (140552.840000 sec): 3 clusters
  Score: Raw -705462.593958 + Penalty 4184.462773 = -701278.131185
  nChanged 247
		SP:Iteration 3F (140553.040000 sec): 3 clusters
  Score: Raw -705642.135457 + Penalty 4184.462773 = -701457.672684
  nChanged 216
		SP:Iteration 4Q (140553.180000 sec): 3 clusters
  Score: Raw -705792.899278 + Penalty 4184.462773 = -701608.436504
  nChanged 178
		SP:Iteration 5Q (140553.420000 sec): 3 clusters
  Score: Raw -705913.562561 + Penalty 4184.462773 = -701729.099787
  nChanged 131
		SP:Iteration 6Q (140553.630000 sec): 3 clusters
  Score: Raw -705992.035217 + Penalty 4184.462773 = -701807.572444
  nChanged 127
		SP:Iteration 7Q (140553.810000 sec): 3 clusters
  Score: Raw -706075.315710 + Penalty 4184.462773 = -701890.852937
  nChanged 111
		SP:Iteration 8Q (140553.960000 sec): 3 clusters
  Score: Raw -706148.788103 + Penalty 4184.462773 = -701964.325330
  nChanged 105
		SP:Iteration 9Q (140554.100000 sec): 3 clusters
  Score: Raw -706212.490705 + Penalty 4184.462773 = -702028.027932
  nChanged 92
		SP:Iteration 10Q (140554.240000 sec): 3 clusters
  Score: Raw -706267.593055 + Penalty 4184.462773 = -702083.130282
  nChanged 98
		SP:Iteration 11Q (140554.410000 sec): 3 clusters
  Score: Raw -706329.811608 + Penalty 4184.462773 = -702145.348834
  nChanged 102
		SP:Iteration 12Q (140554.580000 sec): 3 clusters
  Score: Raw -706385.542926 + Penalty 4184.462773 = -702201.080152
  nChanged 74
		SP:Iteration 13Q (140554.780000 sec): 3 clusters
  Score: Raw -706427.953921 + Penalty 4184.462773 = -702243.491148
  nChanged 83
		SP:Iteration 14Q (140554.990000 sec): 3 clusters
  Score: Raw -706478.748602 + Penalty 4184.462773 = -702294.285829
  nChanged 101
		SP:Iteration 15Q (140555.190000 sec): 3 clusters
  Score: Raw -706537.705387 + Penalty 4184.462773 = -702353.242614
  nChanged 97
		SP:Iteration 16Q (140555.380000 sec): 3 clusters
  Score: Raw -706593.841966 + Penalty 4184.462773 = -702409.379193
  nChanged 81
		SP:Iteration 17Q (140555.580000 sec): 3 clusters
  Score: Raw -706641.744004 + Penalty 4184.462773 = -702457.281230
  nChanged 80
		SP:Iteration 18Q (140555.820000 sec): 3 clusters
  Score: Raw -706687.182863 + Penalty 4184.462773 = -702502.720090
  nChanged 82
		SP:Iteration 19Q (140556.050000 sec): 3 clusters
  Score: Raw -706750.752671 + Penalty 4184.462773 = -702566.289898
  nChanged 92
		SP:Iteration 20F (140556.220000 sec): 3 clusters
  Score: Raw -706832.592009 + Penalty 4184.462773 = -702648.129236
  nChanged 113
		SP:Iteration 21Q (140556.390000 sec): 3 clusters
  Score: Raw -706950.793582 + Penalty 4184.462773 = -702766.330809
  nChanged 121
		SP:Iteration 22Q (140556.520000 sec): 3 clusters
  Score: Raw -707102.819675 + Penalty 4184.462773 = -702918.356902
  nChanged 130
		SP:Iteration 23Q (140556.690000 sec): 3 clusters
  Score: Raw -707289.438100 + Penalty 4184.462773 = -703104.975326
  nChanged 108
		SP:Iteration 24Q (140556.880000 sec): 3 clusters
  Score: Raw -707434.367939 + Penalty 4184.462773 = -703249.905166
  nChanged 104
		SP:Iteration 25Q (140557.060000 sec): 3 clusters
  Score: Raw -707546.792027 + Penalty 4184.462773 = -703362.329254
  nChanged 86
		SP:Iteration 26Q (140557.270000 sec): 3 clusters
  Score: Raw -707617.937012 + Penalty 4184.462773 = -703433.474238
  nChanged 59
		SP:Iteration 27Q (140557.460000 sec): 3 clusters
  Score: Raw -707670.057211 + Penalty 4184.462773 = -703485.594437
  nChanged 57
		SP:Iteration 28Q (140557.710000 sec): 3 clusters
  Score: Raw -707737.446187 + Penalty 4184.462773 = -703552.983414
  nChanged 57
		SP:Iteration 29Q (140557.920000 sec): 3 clusters
  Score: Raw -707800.200879 + Penalty 4184.462773 = -703615.738106
  nChanged 58
		SP:Iteration 30Q (140558.110000 sec): 3 clusters
  Score: Raw -707851.243774 + Penalty 4184.462773 = -703666.781001
  nChanged 51
		SP:Iteration 31Q (140558.320000 sec): 3 clusters
  Score: Raw -707895.528025 + Penalty 4184.462773 = -703711.065252
  nChanged 38
		SP:Iteration 32Q (140558.510000 sec): 3 clusters
  Score: Raw -707931.835088 + Penalty 4184.462773 = -703747.372315
  nChanged 46
		SP:Iteration 33Q (140558.710000 sec): 3 clusters
  Score: Raw -707976.539771 + Penalty 4184.462773 = -703792.076998
  nChanged 39
		SP:Iteration 34Q (140558.860000 sec): 3 clusters
  Score: Raw -708009.613087 + Penalty 4184.462773 = -703825.150313
  nChanged 28
		SP:Iteration 35Q (140559.060000 sec): 3 clusters
  Score: Raw -708029.818917 + Penalty 4184.462773 = -703845.356144
  nChanged 19
		SP:Iteration 36Q (140559.240000 sec): 3 clusters
  Score: Raw -708040.741717 + Penalty 4184.462773 = -703856.278944
  nChanged 14
		SP:Iteration 37Q (140559.430000 sec): 3 clusters
  Score: Raw -708049.684196 + Penalty 4184.462773 = -703865.221423
  nChanged 9
		SP:Iteration 38Q (140559.670000 sec): 3 clusters
  Score: Raw -708055.266165 + Penalty 4184.462773 = -703870.803392
  nChanged 7
		SP:Iteration 39Q (140559.840000 sec): 3 clusters
  Score: Raw -708059.107367 + Penalty 4184.462773 = -703874.644594
  nChanged 4
		SP:Iteration 40F (140560.000000 sec): 3 clusters
  Score: Raw -708065.201525 + Penalty 4184.462773 = -703880.738752
  nChanged 5
		SP:Iteration 41Q (140560.200000 sec): 3 clusters
  Score: Raw -708068.741762 + Penalty 4184.462773 = -703884.278989
  nChanged 7
		SP:Iteration 42Q (140560.440000 sec): 3 clusters
  Score: Raw -708073.935705 + Penalty 4184.462773 = -703889.472932
  nChanged 10
		SP:Iteration 43Q (140560.580000 sec): 3 clusters
  Score: Raw -708079.214740 + Penalty 4184.462773 = -703894.751966
  nChanged 10
		SP:Iteration 44Q (140560.800000 sec): 3 clusters
  Score: Raw -708084.666024 + Penalty 4184.462773 = -703900.203251
  nChanged 7
		SP:Iteration 45Q (140560.990000 sec): 3 clusters
  Score: Raw -708087.860256 + Penalty 4184.462773 = -703903.397483
  nChanged 2
		SP:Iteration 46Q (140561.190000 sec): 3 clusters
  Score: Raw -708088.364636 + Penalty 4184.462773 = -703903.901863
  nChanged 0
		SP:Iteration 47F (140561.380000 sec): 3 clusters
  Score: Raw -708088.364636 + Penalty 4184.462773 = -703903.901863
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 71 (309020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140563.460000 sec): 2 clusters
  Score: Raw -48325409.426497 + Penalty 3135.007997 = -48322274.418500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140565.870000 sec): 3 clusters
  Score: Raw -48120629.239516 + Penalty 6270.015994 = -48114359.223521
  nChanged 149622
		SP:Iteration 1F (140568.260000 sec): 3 clusters
  Score: Raw -48211098.824632 + Penalty 6270.015994 = -48204828.808637
  nChanged 11328
		SP:Iteration 2Q (140570.740000 sec): 3 clusters
  Score: Raw -48214558.590463 + Penalty 6270.015994 = -48208288.574469
  nChanged 14201
		SP:Iteration 3Q (140573.450000 sec): 3 clusters
  Score: Raw -48220396.545436 + Penalty 6270.015994 = -48214126.529442
  nChanged 18605
		SP:Iteration 4F (140575.940000 sec): 3 clusters
  Score: Raw -48230662.016124 + Penalty 6270.015994 = -48224392.000129
  nChanged 23433
		SP:Iteration 5F (140578.410000 sec): 3 clusters
  Score: Raw -48247329.358305 + Penalty 6270.015994 = -48241059.342310
  nChanged 26339
		SP:Iteration 6F (140580.860000 sec): 3 clusters
  Score: Raw -48269862.015444 + Penalty 6270.015994 = -48263591.999449
  nChanged 24476
		SP:Iteration 7F (140583.260000 sec): 3 clusters
  Score: Raw -48292577.103242 + Penalty 6270.015994 = -48286307.087248
  nChanged 17736
		SP:Iteration 8F (140585.670000 sec): 3 clusters
  Score: Raw -48309226.948198 + Penalty 6270.015994 = -48302956.932203
  nChanged 10272
		SP:Iteration 9Q (140588.160000 sec): 3 clusters
  Score: Raw -48318470.211412 + Penalty 6270.015994 = -48312200.195418
  nChanged 4977
		SP:Iteration 10Q (140590.400000 sec): 3 clusters
  Score: Raw -48322641.247520 + Penalty 6270.015994 = -48316371.231526
  nChanged 2284
		SP:Iteration 11Q (140592.330000 sec): 3 clusters
  Score: Raw -48324409.815377 + Penalty 6270.015994 = -48318139.799383
  nChanged 950
		SP:Iteration 12Q (140594.450000 sec): 3 clusters
  Score: Raw -48325106.019809 + Penalty 6270.015994 = -48318836.003815
  nChanged 474
		SP:Iteration 13Q (140596.490000 sec): 3 clusters
  Score: Raw -48325452.879673 + Penalty 6270.015994 = -48319182.863679
  nChanged 287
		SP:Iteration 14Q (140598.270000 sec): 3 clusters
  Score: Raw -48325629.178659 + Penalty 6270.015994 = -48319359.162665
  nChanged 154
		SP:Iteration 15Q (140600.550000 sec): 3 clusters
  Score: Raw -48325725.230371 + Penalty 6270.015994 = -48319455.214376
  nChanged 117
		SP:Iteration 16Q (140602.600000 sec): 3 clusters
  Score: Raw -48325796.160651 + Penalty 6270.015994 = -48319526.144657
  nChanged 89
		SP:Iteration 17Q (140604.820000 sec): 3 clusters
  Score: Raw -48325846.552278 + Penalty 6270.015994 = -48319576.536283
  nChanged 56
		SP:Iteration 18Q (140606.820000 sec): 3 clusters
  Score: Raw -48325876.034525 + Penalty 6270.015994 = -48319606.018530
  nChanged 47
		SP:Iteration 19Q (140609.150000 sec): 3 clusters
  Score: Raw -48325903.705203 + Penalty 6270.015994 = -48319633.689209
  nChanged 39
		SP:Iteration 20F (140611.850000 sec): 3 clusters
  Score: Raw -48325926.486062 + Penalty 6270.015994 = -48319656.470068
  nChanged 35
		SP:Iteration 21Q (140614.370000 sec): 3 clusters
  Score: Raw -48325945.664666 + Penalty 6270.015994 = -48319675.648672
  nChanged 34
		SP:Iteration 22Q (140616.750000 sec): 3 clusters
  Score: Raw -48325962.227194 + Penalty 6270.015994 = -48319692.211200
  nChanged 23
		SP:Iteration 23Q (140619.170000 sec): 3 clusters
  Score: Raw -48325976.183264 + Penalty 6270.015994 = -48319706.167270
  nChanged 19
		SP:Iteration 24Q (140621.260000 sec): 3 clusters
  Score: Raw -48325987.153042 + Penalty 6270.015994 = -48319717.137048
  nChanged 13
		SP:Iteration 25Q (140623.600000 sec): 3 clusters
  Score: Raw -48325992.482027 + Penalty 6270.015994 = -48319722.466033
  nChanged 12
		SP:Iteration 26Q (140625.690000 sec): 3 clusters
  Score: Raw -48325998.236746 + Penalty 6270.015994 = -48319728.220752
  nChanged 9
		SP:Iteration 27Q (140627.730000 sec): 3 clusters
  Score: Raw -48326001.739827 + Penalty 6270.015994 = -48319731.723833
  nChanged 10
		SP:Iteration 28Q (140630.060000 sec): 3 clusters
  Score: Raw -48326006.905622 + Penalty 6270.015994 = -48319736.889628
  nChanged 4
		SP:Iteration 29Q (140631.990000 sec): 3 clusters
  Score: Raw -48326008.645677 + Penalty 6270.015994 = -48319738.629682
  nChanged 2
		SP:Iteration 30Q (140633.950000 sec): 3 clusters
  Score: Raw -48326009.635948 + Penalty 6270.015994 = -48319739.619953
  nChanged 2
		SP:Iteration 31Q (140636.230000 sec): 3 clusters
  Score: Raw -48326010.837585 + Penalty 6270.015994 = -48319740.821591
  nChanged 3
		SP:Iteration 32Q (140638.380000 sec): 3 clusters
  Score: Raw -48326012.535183 + Penalty 6270.015994 = -48319742.519189
  nChanged 5
		SP:Iteration 33Q (140640.570000 sec): 3 clusters
  Score: Raw -48326015.234360 + Penalty 6270.015994 = -48319745.218365
  nChanged 6
		SP:Iteration 34Q (140642.920000 sec): 3 clusters
  Score: Raw -48326019.271961 + Penalty 6270.015994 = -48319749.255967
  nChanged 5
		SP:Iteration 35Q (140644.930000 sec): 3 clusters
  Score: Raw -48326021.523428 + Penalty 6270.015994 = -48319751.507434
  nChanged 5
		SP:Iteration 36Q (140646.980000 sec): 3 clusters
  Score: Raw -48326024.071748 + Penalty 6270.015994 = -48319754.055754
  nChanged 7
		SP:Iteration 37Q (140649.230000 sec): 3 clusters
  Score: Raw -48326027.037009 + Penalty 6270.015994 = -48319757.021015
  nChanged 4
		SP:Iteration 38Q (140651.410000 sec): 3 clusters
  Score: Raw -48326028.424845 + Penalty 6270.015994 = -48319758.408850
  nChanged 2
		SP:Iteration 39Q (140653.590000 sec): 3 clusters
  Score: Raw -48326029.298004 + Penalty 6270.015994 = -48319759.282010
  nChanged 0
		SP:Iteration 40F (140655.660000 sec): 3 clusters
  Score: Raw -48326029.298004 + Penalty 6270.015994 = -48319759.282010
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 72 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140656.010000 sec): 2 clusters
  Score: Raw -341007.079573 + Penalty 1906.509614 = -339100.569959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140656.230000 sec): 3 clusters
  Score: Raw -340172.958281 + Penalty 3813.019228 = -336359.939053
  nChanged 731
		SP:Iteration 1F (140656.420000 sec): 3 clusters
  Score: Raw -340727.224456 + Penalty 3813.019228 = -336914.205228
  nChanged 156
		SP:Iteration 2F (140656.570000 sec): 3 clusters
  Score: Raw -340874.145844 + Penalty 3813.019228 = -337061.126616
  nChanged 91
		SP:Iteration 3Q (140656.800000 sec): 3 clusters
  Score: Raw -340950.290707 + Penalty 3813.019228 = -337137.271479
  nChanged 64
		SP:Iteration 4Q (140657.050000 sec): 3 clusters
  Score: Raw -340997.473190 + Penalty 3813.019228 = -337184.453962
  nChanged 40
		SP:Iteration 5Q (140657.180000 sec): 3 clusters
  Score: Raw -341039.917017 + Penalty 3813.019228 = -337226.897789
  nChanged 50
		SP:Iteration 6Q (140657.310000 sec): 3 clusters
  Score: Raw -341085.633620 + Penalty 3813.019228 = -337272.614392
  nChanged 33
		SP:Iteration 7Q (140657.440000 sec): 3 clusters
  Score: Raw -341112.315158 + Penalty 3813.019228 = -337299.295929
  nChanged 17
		SP:Iteration 8Q (140657.580000 sec): 3 clusters
  Score: Raw -341121.078360 + Penalty 3813.019228 = -337308.059132
  nChanged 10
		SP:Iteration 9Q (140657.720000 sec): 3 clusters
  Score: Raw -341126.068684 + Penalty 3813.019228 = -337313.049456
  nChanged 11
		SP:Iteration 10Q (140657.870000 sec): 3 clusters
  Score: Raw -341132.603629 + Penalty 3813.019228 = -337319.584401
  nChanged 6
		SP:Iteration 11Q (140658.010000 sec): 3 clusters
  Score: Raw -341136.257478 + Penalty 3813.019228 = -337323.238250
  nChanged 5
		SP:Iteration 12Q (140658.170000 sec): 3 clusters
  Score: Raw -341139.288265 + Penalty 3813.019228 = -337326.269037
  nChanged 4
		SP:Iteration 13Q (140658.340000 sec): 3 clusters
  Score: Raw -341143.859661 + Penalty 3813.019228 = -337330.840433
  nChanged 7
		SP:Iteration 14Q (140658.440000 sec): 3 clusters
  Score: Raw -341149.165558 + Penalty 3813.019228 = -337336.146330
  nChanged 6
		SP:Iteration 15Q (140658.570000 sec): 3 clusters
  Score: Raw -341152.780150 + Penalty 3813.019228 = -337339.760922
  nChanged 6
		SP:Iteration 16Q (140658.740000 sec): 3 clusters
  Score: Raw -341157.392933 + Penalty 3813.019228 = -337344.373705
  nChanged 10
		SP:Iteration 17Q (140658.880000 sec): 3 clusters
  Score: Raw -341164.958644 + Penalty 3813.019228 = -337351.939416
  nChanged 14
		SP:Iteration 18Q (140658.980000 sec): 3 clusters
  Score: Raw -341171.767345 + Penalty 3813.019228 = -337358.748117
  nChanged 6
		SP:Iteration 19Q (140659.120000 sec): 3 clusters
  Score: Raw -341175.834305 + Penalty 3813.019228 = -337362.815077
  nChanged 4
		SP:Iteration 20F (140659.220000 sec): 3 clusters
  Score: Raw -341177.686292 + Penalty 3813.019228 = -337364.667064
  nChanged 3
		SP:Iteration 21Q (140659.360000 sec): 3 clusters
  Score: Raw -341179.616706 + Penalty 3813.019228 = -337366.597478
  nChanged 4
		SP:Iteration 22Q (140659.500000 sec): 3 clusters
  Score: Raw -341182.463142 + Penalty 3813.019228 = -337369.443914
  nChanged 9
		SP:Iteration 23Q (140659.650000 sec): 3 clusters
  Score: Raw -341187.331409 + Penalty 3813.019228 = -337374.312181
  nChanged 10
		SP:Iteration 24Q (140659.790000 sec): 3 clusters
  Score: Raw -341193.545184 + Penalty 3813.019228 = -337380.525956
  nChanged 7
		SP:Iteration 25Q (140659.940000 sec): 3 clusters
  Score: Raw -341197.104628 + Penalty 3813.019228 = -337384.085399
  nChanged 10
		SP:Iteration 26Q (140660.040000 sec): 3 clusters
  Score: Raw -341205.009151 + Penalty 3813.019228 = -337391.989923
  nChanged 13
		SP:Iteration 27Q (140660.190000 sec): 3 clusters
  Score: Raw -341213.185331 + Penalty 3813.019228 = -337400.166103
  nChanged 12
		SP:Iteration 28Q (140660.340000 sec): 3 clusters
  Score: Raw -341220.156858 + Penalty 3813.019228 = -337407.137630
  nChanged 11
		SP:Iteration 29Q (140660.440000 sec): 3 clusters
  Score: Raw -341226.588148 + Penalty 3813.019228 = -337413.568920
  nChanged 10
		SP:Iteration 30Q (140660.580000 sec): 3 clusters
  Score: Raw -341231.329105 + Penalty 3813.019228 = -337418.309877
  nChanged 10
		SP:Iteration 31Q (140660.680000 sec): 3 clusters
  Score: Raw -341235.229920 + Penalty 3813.019228 = -337422.210692
  nChanged 7
		SP:Iteration 32Q (140660.820000 sec): 3 clusters
  Score: Raw -341238.648339 + Penalty 3813.019228 = -337425.629111
  nChanged 7
		SP:Iteration 33Q (140660.960000 sec): 3 clusters
  Score: Raw -341241.774241 + Penalty 3813.019228 = -337428.755013
  nChanged 8
		SP:Iteration 34Q (140661.110000 sec): 3 clusters
  Score: Raw -341247.942304 + Penalty 3813.019228 = -337434.923076
  nChanged 9
		SP:Iteration 35Q (140661.250000 sec): 3 clusters
  Score: Raw -341254.496213 + Penalty 3813.019228 = -337441.476985
  nChanged 9
		SP:Iteration 36Q (140661.390000 sec): 3 clusters
  Score: Raw -341259.869022 + Penalty 3813.019228 = -337446.849794
  nChanged 9
		SP:Iteration 37Q (140661.540000 sec): 3 clusters
  Score: Raw -341265.618780 + Penalty 3813.019228 = -337452.599552
  nChanged 15
		SP:Iteration 38Q (140661.680000 sec): 3 clusters
  Score: Raw -341276.854292 + Penalty 3813.019228 = -337463.835063
  nChanged 15
		SP:Iteration 39Q (140661.770000 sec): 3 clusters
  Score: Raw -341288.362786 + Penalty 3813.019228 = -337475.343557
  nChanged 9
		SP:Iteration 40F (140661.920000 sec): 3 clusters
  Score: Raw -341292.885369 + Penalty 3813.019228 = -337479.866141
  nChanged 3
		SP:Iteration 41Q (140662.060000 sec): 3 clusters
  Score: Raw -341294.118672 + Penalty 3813.019228 = -337481.099444
  nChanged 5
		SP:Iteration 42Q (140662.200000 sec): 3 clusters
  Score: Raw -341296.739305 + Penalty 3813.019228 = -337483.720077
  nChanged 4
		SP:Iteration 43Q (140662.350000 sec): 3 clusters
  Score: Raw -341298.879545 + Penalty 3813.019228 = -337485.860317
  nChanged 5
		SP:Iteration 44Q (140662.490000 sec): 3 clusters
  Score: Raw -341301.257428 + Penalty 3813.019228 = -337488.238200
  nChanged 1
		SP:Iteration 45Q (140662.640000 sec): 3 clusters
  Score: Raw -341301.888254 + Penalty 3813.019228 = -337488.869026
  nChanged 2
		SP:Iteration 46Q (140662.780000 sec): 3 clusters
  Score: Raw -341302.942298 + Penalty 3813.019228 = -337489.923070
  nChanged 2
		SP:Iteration 47Q (140662.930000 sec): 3 clusters
  Score: Raw -341303.817651 + Penalty 3813.019228 = -337490.798423
  nChanged 2
		SP:Iteration 48Q (140663.070000 sec): 3 clusters
  Score: Raw -341304.388163 + Penalty 3813.019228 = -337491.368935
  nChanged 0
		SP:Iteration 49F (140663.210000 sec): 3 clusters
  Score: Raw -341304.388163 + Penalty 3813.019228 = -337491.368935
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 73 (7388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140663.340000 sec): 2 clusters
  Score: Raw -1163533.682017 + Penalty 2209.087861 = -1161324.594156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140663.560000 sec): 3 clusters
  Score: Raw -1159667.084979 + Penalty 4418.175721 = -1155248.909258
  nChanged 2979
		SP:Iteration 1F (140663.780000 sec): 3 clusters
  Score: Raw -1161251.177387 + Penalty 4418.175721 = -1156833.001665
  nChanged 517
		SP:Iteration 2F (140664.000000 sec): 3 clusters
  Score: Raw -1161512.798819 + Penalty 4418.175721 = -1157094.623098
  nChanged 363
		SP:Iteration 3Q (140664.230000 sec): 3 clusters
  Score: Raw -1161709.033165 + Penalty 4418.175721 = -1157290.857444
  nChanged 340
		SP:Iteration 4Q (140664.420000 sec): 3 clusters
  Score: Raw -1161923.602971 + Penalty 4418.175721 = -1157505.427250
  nChanged 336
		SP:Iteration 5Q (140664.630000 sec): 3 clusters
  Score: Raw -1162127.943349 + Penalty 4418.175721 = -1157709.767628
  nChanged 333
		SP:Iteration 6Q (140664.820000 sec): 3 clusters
  Score: Raw -1162347.059288 + Penalty 4418.175721 = -1157928.883567
  nChanged 328
		SP:Iteration 7Q (140665.010000 sec): 3 clusters
  Score: Raw -1162582.825163 + Penalty 4418.175721 = -1158164.649442
  nChanged 323
		SP:Iteration 8Q (140665.240000 sec): 3 clusters
  Score: Raw -1162844.533413 + Penalty 4418.175721 = -1158426.357692
  nChanged 329
		SP:Iteration 9Q (140665.430000 sec): 3 clusters
  Score: Raw -1163098.536993 + Penalty 4418.175721 = -1158680.361272
  nChanged 334
		SP:Iteration 10Q (140665.640000 sec): 3 clusters
  Score: Raw -1163388.389614 + Penalty 4418.175721 = -1158970.213893
  nChanged 313
		SP:Iteration 11Q (140665.840000 sec): 3 clusters
  Score: Raw -1163661.820292 + Penalty 4418.175721 = -1159243.644570
  nChanged 293
		SP:Iteration 12Q (140666.040000 sec): 3 clusters
  Score: Raw -1163945.668456 + Penalty 4418.175721 = -1159527.492734
  nChanged 262
		SP:Iteration 13Q (140666.240000 sec): 3 clusters
  Score: Raw -1164213.766449 + Penalty 4418.175721 = -1159795.590728
  nChanged 230
		SP:Iteration 14Q (140666.420000 sec): 3 clusters
  Score: Raw -1164440.684834 + Penalty 4418.175721 = -1160022.509113
  nChanged 200
		SP:Iteration 15Q (140666.650000 sec): 3 clusters
  Score: Raw -1164607.371836 + Penalty 4418.175721 = -1160189.196115
  nChanged 151
		SP:Iteration 16Q (140666.890000 sec): 3 clusters
  Score: Raw -1164711.330376 + Penalty 4418.175721 = -1160293.154655
  nChanged 116
		SP:Iteration 17Q (140667.100000 sec): 3 clusters
  Score: Raw -1164788.995559 + Penalty 4418.175721 = -1160370.819838
  nChanged 88
		SP:Iteration 18Q (140667.310000 sec): 3 clusters
  Score: Raw -1164843.901883 + Penalty 4418.175721 = -1160425.726161
  nChanged 60
		SP:Iteration 19Q (140667.480000 sec): 3 clusters
  Score: Raw -1164881.746810 + Penalty 4418.175721 = -1160463.571089
  nChanged 53
		SP:Iteration 20F (140667.740000 sec): 3 clusters
  Score: Raw -1164912.166690 + Penalty 4418.175721 = -1160493.990969
  nChanged 52
		SP:Iteration 21Q (140667.940000 sec): 3 clusters
  Score: Raw -1164945.004591 + Penalty 4418.175721 = -1160526.828870
  nChanged 45
		SP:Iteration 22Q (140668.180000 sec): 3 clusters
  Score: Raw -1164975.383923 + Penalty 4418.175721 = -1160557.208202
  nChanged 51
		SP:Iteration 23Q (140668.340000 sec): 3 clusters
  Score: Raw -1165014.700917 + Penalty 4418.175721 = -1160596.525195
  nChanged 50
		SP:Iteration 24Q (140668.600000 sec): 3 clusters
  Score: Raw -1165048.294754 + Penalty 4418.175721 = -1160630.119033
  nChanged 40
		SP:Iteration 25Q (140668.740000 sec): 3 clusters
  Score: Raw -1165072.395231 + Penalty 4418.175721 = -1160654.219510
  nChanged 27
		SP:Iteration 26Q (140668.970000 sec): 3 clusters
  Score: Raw -1165087.733675 + Penalty 4418.175721 = -1160669.557954
  nChanged 23
		SP:Iteration 27Q (140669.180000 sec): 3 clusters
  Score: Raw -1165096.018243 + Penalty 4418.175721 = -1160677.842522
  nChanged 16
		SP:Iteration 28Q (140669.330000 sec): 3 clusters
  Score: Raw -1165102.376337 + Penalty 4418.175721 = -1160684.200615
  nChanged 11
		SP:Iteration 29Q (140669.540000 sec): 3 clusters
  Score: Raw -1165105.499020 + Penalty 4418.175721 = -1160687.323299
  nChanged 9
		SP:Iteration 30Q (140669.740000 sec): 3 clusters
  Score: Raw -1165108.127657 + Penalty 4418.175721 = -1160689.951935
  nChanged 5
		SP:Iteration 31Q (140670.010000 sec): 3 clusters
  Score: Raw -1165110.641738 + Penalty 4418.175721 = -1160692.466016
  nChanged 4
		SP:Iteration 32Q (140670.280000 sec): 3 clusters
  Score: Raw -1165112.463193 + Penalty 4418.175721 = -1160694.287471
  nChanged 4
		SP:Iteration 33Q (140670.550000 sec): 3 clusters
  Score: Raw -1165113.561612 + Penalty 4418.175721 = -1160695.385891
  nChanged 3
		SP:Iteration 34Q (140670.800000 sec): 3 clusters
  Score: Raw -1165114.765987 + Penalty 4418.175721 = -1160696.590266
  nChanged 4
		SP:Iteration 35Q (140670.980000 sec): 3 clusters
  Score: Raw -1165115.699547 + Penalty 4418.175721 = -1160697.523826
  nChanged 2
		SP:Iteration 36Q (140671.330000 sec): 3 clusters
  Score: Raw -1165116.019486 + Penalty 4418.175721 = -1160697.843764
  nChanged 0
		SP:Iteration 37F (140671.550000 sec): 3 clusters
  Score: Raw -1165116.019486 + Penalty 4418.175721 = -1160697.843764
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 74 (3372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140671.780000 sec): 2 clusters
  Score: Raw -531573.569553 + Penalty 2014.568807 = -529559.000746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140671.920000 sec): 3 clusters
  Score: Raw -530124.765067 + Penalty 4029.137614 = -526095.627453
  nChanged 1184
		SP:Iteration 1F (140672.060000 sec): 3 clusters
  Score: Raw -530837.105312 + Penalty 4029.137614 = -526807.967697
  nChanged 249
		SP:Iteration 2F (140672.240000 sec): 3 clusters
  Score: Raw -531008.158095 + Penalty 4029.137614 = -526979.020481
  nChanged 150
		SP:Iteration 3Q (140672.380000 sec): 3 clusters
  Score: Raw -531099.388308 + Penalty 4029.137614 = -527070.250694
  nChanged 105
		SP:Iteration 4Q (140672.510000 sec): 3 clusters
  Score: Raw -531159.003817 + Penalty 4029.137614 = -527129.866203
  nChanged 83
		SP:Iteration 5Q (140672.700000 sec): 3 clusters
  Score: Raw -531201.321533 + Penalty 4029.137614 = -527172.183919
  nChanged 63
		SP:Iteration 6Q (140672.840000 sec): 3 clusters
  Score: Raw -531239.934617 + Penalty 4029.137614 = -527210.797003
  nChanged 65
		SP:Iteration 7Q (140672.970000 sec): 3 clusters
  Score: Raw -531277.489550 + Penalty 4029.137614 = -527248.351935
  nChanged 55
		SP:Iteration 8Q (140673.120000 sec): 3 clusters
  Score: Raw -531312.500203 + Penalty 4029.137614 = -527283.362589
  nChanged 60
		SP:Iteration 9Q (140673.310000 sec): 3 clusters
  Score: Raw -531350.551627 + Penalty 4029.137614 = -527321.414013
  nChanged 78
		SP:Iteration 10Q (140673.440000 sec): 3 clusters
  Score: Raw -531403.984412 + Penalty 4029.137614 = -527374.846798
  nChanged 74
		SP:Iteration 11Q (140673.580000 sec): 3 clusters
  Score: Raw -531449.241791 + Penalty 4029.137614 = -527420.104177
  nChanged 69
		SP:Iteration 12Q (140673.780000 sec): 3 clusters
  Score: Raw -531493.112645 + Penalty 4029.137614 = -527463.975031
  nChanged 59
		SP:Iteration 13Q (140673.970000 sec): 3 clusters
  Score: Raw -531531.678482 + Penalty 4029.137614 = -527502.540868
  nChanged 56
		SP:Iteration 14Q (140674.150000 sec): 3 clusters
  Score: Raw -531568.876240 + Penalty 4029.137614 = -527539.738626
  nChanged 41
		SP:Iteration 15Q (140674.380000 sec): 3 clusters
  Score: Raw -531592.031408 + Penalty 4029.137614 = -527562.893794
  nChanged 46
		SP:Iteration 16Q (140674.530000 sec): 3 clusters
  Score: Raw -531619.274620 + Penalty 4029.137614 = -527590.137006
  nChanged 43
		SP:Iteration 17Q (140674.680000 sec): 3 clusters
  Score: Raw -531647.315032 + Penalty 4029.137614 = -527618.177418
  nChanged 38
		SP:Iteration 18Q (140674.870000 sec): 3 clusters
  Score: Raw -531672.150151 + Penalty 4029.137614 = -527643.012537
  nChanged 23
		SP:Iteration 19Q (140675.000000 sec): 3 clusters
  Score: Raw -531684.405350 + Penalty 4029.137614 = -527655.267735
  nChanged 24
		SP:Iteration 20F (140675.190000 sec): 3 clusters
  Score: Raw -531697.199831 + Penalty 4029.137614 = -527668.062217
  nChanged 24
		SP:Iteration 21Q (140675.380000 sec): 3 clusters
  Score: Raw -531710.907906 + Penalty 4029.137614 = -527681.770292
  nChanged 17
		SP:Iteration 22Q (140675.520000 sec): 3 clusters
  Score: Raw -531718.178886 + Penalty 4029.137614 = -527689.041272
  nChanged 12
		SP:Iteration 23Q (140675.720000 sec): 3 clusters
  Score: Raw -531724.615274 + Penalty 4029.137614 = -527695.477659
  nChanged 12
		SP:Iteration 24Q (140675.850000 sec): 3 clusters
  Score: Raw -531730.809146 + Penalty 4029.137614 = -527701.671532
  nChanged 14
		SP:Iteration 25Q (140676.000000 sec): 3 clusters
  Score: Raw -531738.571976 + Penalty 4029.137614 = -527709.434361
  nChanged 15
		SP:Iteration 26Q (140676.190000 sec): 3 clusters
  Score: Raw -531746.500262 + Penalty 4029.137614 = -527717.362648
  nChanged 11
		SP:Iteration 27Q (140676.380000 sec): 3 clusters
  Score: Raw -531753.094434 + Penalty 4029.137614 = -527723.956820
  nChanged 15
		SP:Iteration 28Q (140676.580000 sec): 3 clusters
  Score: Raw -531762.024025 + Penalty 4029.137614 = -527732.886411
  nChanged 15
		SP:Iteration 29Q (140676.760000 sec): 3 clusters
  Score: Raw -531770.546286 + Penalty 4029.137614 = -527741.408672
  nChanged 14
		SP:Iteration 30Q (140676.970000 sec): 3 clusters
  Score: Raw -531778.148681 + Penalty 4029.137614 = -527749.011066
  nChanged 17
		SP:Iteration 31Q (140677.190000 sec): 3 clusters
  Score: Raw -531790.471033 + Penalty 4029.137614 = -527761.333418
  nChanged 15
		SP:Iteration 32Q (140677.400000 sec): 3 clusters
  Score: Raw -531799.459192 + Penalty 4029.137614 = -527770.321578
  nChanged 18
		SP:Iteration 33Q (140677.510000 sec): 3 clusters
  Score: Raw -531811.766865 + Penalty 4029.137614 = -527782.629250
  nChanged 17
		SP:Iteration 34Q (140677.700000 sec): 3 clusters
  Score: Raw -531823.553833 + Penalty 4029.137614 = -527794.416219
  nChanged 20
		SP:Iteration 35Q (140677.900000 sec): 3 clusters
  Score: Raw -531837.302154 + Penalty 4029.137614 = -527808.164540
  nChanged 19
		SP:Iteration 36Q (140678.060000 sec): 3 clusters
  Score: Raw -531849.158126 + Penalty 4029.137614 = -527820.020512
  nChanged 14
		SP:Iteration 37Q (140678.260000 sec): 3 clusters
  Score: Raw -531858.722043 + Penalty 4029.137614 = -527829.584429
  nChanged 14
		SP:Iteration 38Q (140678.370000 sec): 3 clusters
  Score: Raw -531869.878625 + Penalty 4029.137614 = -527840.741011
  nChanged 15
		SP:Iteration 39Q (140678.500000 sec): 3 clusters
  Score: Raw -531878.380498 + Penalty 4029.137614 = -527849.242883
  nChanged 10
		SP:Iteration 40F (140678.660000 sec): 3 clusters
  Score: Raw -531884.717905 + Penalty 4029.137614 = -527855.580290
  nChanged 10
		SP:Iteration 41Q (140678.850000 sec): 3 clusters
  Score: Raw -531892.670912 + Penalty 4029.137614 = -527863.533298
  nChanged 11
		SP:Iteration 42Q (140679.010000 sec): 3 clusters
  Score: Raw -531897.583653 + Penalty 4029.137614 = -527868.446038
  nChanged 9
		SP:Iteration 43Q (140679.160000 sec): 3 clusters
  Score: Raw -531902.775412 + Penalty 4029.137614 = -527873.637798
  nChanged 7
		SP:Iteration 44Q (140679.350000 sec): 3 clusters
  Score: Raw -531907.108277 + Penalty 4029.137614 = -527877.970663
  nChanged 9
		SP:Iteration 45Q (140679.540000 sec): 3 clusters
  Score: Raw -531913.132760 + Penalty 4029.137614 = -527883.995146
  nChanged 8
		SP:Iteration 46Q (140679.700000 sec): 3 clusters
  Score: Raw -531919.265393 + Penalty 4029.137614 = -527890.127778
  nChanged 5
		SP:Iteration 47Q (140679.870000 sec): 3 clusters
  Score: Raw -531922.076823 + Penalty 4029.137614 = -527892.939209
  nChanged 3
		SP:Iteration 48Q (140679.980000 sec): 3 clusters
  Score: Raw -531924.500456 + Penalty 4029.137614 = -527895.362842
  nChanged 4
		SP:Iteration 49Q (140680.120000 sec): 3 clusters
  Score: Raw -531926.319728 + Penalty 4029.137614 = -527897.182113
  nChanged 3
		SP:Iteration 50Q (140680.280000 sec): 3 clusters
  Score: Raw -531927.824117 + Penalty 4029.137614 = -527898.686502
  nChanged 2
		SP:Iteration 51Q (140680.420000 sec): 3 clusters
  Score: Raw -531928.940892 + Penalty 4029.137614 = -527899.803278
  nChanged 0
		SP:Iteration 52F (140680.570000 sec): 3 clusters
  Score: Raw -531928.940892 + Penalty 4029.137614 = -527899.803278
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 75 (1854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140680.750000 sec): 2 clusters
  Score: Raw -266245.453929 + Penalty 1866.224985 = -264379.228944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140680.940000 sec): 3 clusters
  Score: Raw -265577.430077 + Penalty 3732.449970 = -261844.980107
  nChanged 600
		SP:Iteration 1F (140681.180000 sec): 3 clusters
  Score: Raw -266054.200258 + Penalty 3732.449970 = -262321.750288
  nChanged 146
		SP:Iteration 2F (140681.340000 sec): 3 clusters
  Score: Raw -266224.234780 + Penalty 3732.449970 = -262491.784810
  nChanged 103
		SP:Iteration 3F (140681.480000 sec): 3 clusters
  Score: Raw -266365.106619 + Penalty 3732.449970 = -262632.656648
  nChanged 86
		SP:Iteration 4Q (140681.680000 sec): 3 clusters
  Score: Raw -266488.932606 + Penalty 3732.449970 = -262756.482636
  nChanged 83
		SP:Iteration 5Q (140681.880000 sec): 3 clusters
  Score: Raw -266607.692193 + Penalty 3732.449970 = -262875.242223
  nChanged 84
		SP:Iteration 6Q (140682.020000 sec): 3 clusters
  Score: Raw -266706.401953 + Penalty 3732.449970 = -262973.951983
  nChanged 54
		SP:Iteration 7Q (140682.170000 sec): 3 clusters
  Score: Raw -266768.163553 + Penalty 3732.449970 = -263035.713583
  nChanged 38
		SP:Iteration 8Q (140682.340000 sec): 3 clusters
  Score: Raw -266815.514303 + Penalty 3732.449970 = -263083.064333
  nChanged 33
		SP:Iteration 9Q (140682.480000 sec): 3 clusters
  Score: Raw -266867.651741 + Penalty 3732.449970 = -263135.201771
  nChanged 32
		SP:Iteration 10Q (140682.630000 sec): 3 clusters
  Score: Raw -266907.978450 + Penalty 3732.449970 = -263175.528480
  nChanged 34
		SP:Iteration 11Q (140682.770000 sec): 3 clusters
  Score: Raw -266948.279593 + Penalty 3732.449970 = -263215.829623
  nChanged 32
		SP:Iteration 12Q (140682.920000 sec): 3 clusters
  Score: Raw -266988.297056 + Penalty 3732.449970 = -263255.847085
  nChanged 34
		SP:Iteration 13Q (140683.060000 sec): 3 clusters
  Score: Raw -267040.002903 + Penalty 3732.449970 = -263307.552933
  nChanged 33
		SP:Iteration 14Q (140683.160000 sec): 3 clusters
  Score: Raw -267073.576226 + Penalty 3732.449970 = -263341.126256
  nChanged 20
		SP:Iteration 15Q (140683.250000 sec): 3 clusters
  Score: Raw -267094.642979 + Penalty 3732.449970 = -263362.193009
  nChanged 14
		SP:Iteration 16Q (140683.400000 sec): 3 clusters
  Score: Raw -267104.537929 + Penalty 3732.449970 = -263372.087959
  nChanged 7
		SP:Iteration 17Q (140683.490000 sec): 3 clusters
  Score: Raw -267115.657794 + Penalty 3732.449970 = -263383.207824
  nChanged 11
		SP:Iteration 18Q (140683.640000 sec): 3 clusters
  Score: Raw -267125.884745 + Penalty 3732.449970 = -263393.434775
  nChanged 7
		SP:Iteration 19Q (140683.730000 sec): 3 clusters
  Score: Raw -267130.399005 + Penalty 3732.449970 = -263397.949035
  nChanged 6
		SP:Iteration 20F (140683.830000 sec): 3 clusters
  Score: Raw -267137.723288 + Penalty 3732.449970 = -263405.273318
  nChanged 4
		SP:Iteration 21Q (140683.970000 sec): 3 clusters
  Score: Raw -267141.844307 + Penalty 3732.449970 = -263409.394337
  nChanged 6
		SP:Iteration 22Q (140684.110000 sec): 3 clusters
  Score: Raw -267147.802738 + Penalty 3732.449970 = -263415.352768
  nChanged 9
		SP:Iteration 23Q (140684.210000 sec): 3 clusters
  Score: Raw -267155.856780 + Penalty 3732.449970 = -263423.406810
  nChanged 6
		SP:Iteration 24Q (140684.350000 sec): 3 clusters
  Score: Raw -267164.107971 + Penalty 3732.449970 = -263431.658001
  nChanged 6
		SP:Iteration 25Q (140684.450000 sec): 3 clusters
  Score: Raw -267168.354755 + Penalty 3732.449970 = -263435.904785
  nChanged 3
		SP:Iteration 26Q (140684.590000 sec): 3 clusters
  Score: Raw -267171.352077 + Penalty 3732.449970 = -263438.902107
  nChanged 3
		SP:Iteration 27Q (140684.690000 sec): 3 clusters
  Score: Raw -267173.557295 + Penalty 3732.449970 = -263441.107325
  nChanged 1
		SP:Iteration 28Q (140684.780000 sec): 3 clusters
  Score: Raw -267175.179791 + Penalty 3732.449970 = -263442.729821
  nChanged 4
		SP:Iteration 29Q (140684.880000 sec): 3 clusters
  Score: Raw -267178.267214 + Penalty 3732.449970 = -263445.817244
  nChanged 1
		SP:Iteration 30Q (140684.980000 sec): 3 clusters
  Score: Raw -267179.076272 + Penalty 3732.449970 = -263446.626302
  nChanged 0
		SP:Iteration 31F (140685.120000 sec): 3 clusters
  Score: Raw -267179.076272 + Penalty 3732.449970 = -263446.626302
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 76 (13342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140685.370000 sec): 2 clusters
  Score: Raw -2103183.065217 + Penalty 2355.670714 = -2100827.394503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140685.680000 sec): 3 clusters
  Score: Raw -2095639.609332 + Penalty 4711.341428 = -2090928.267905
  nChanged 5732
		SP:Iteration 1F (140685.980000 sec): 3 clusters
  Score: Raw -2098649.807767 + Penalty 4711.341428 = -2093938.466339
  nChanged 856
		SP:Iteration 2F (140686.220000 sec): 3 clusters
  Score: Raw -2098993.772664 + Penalty 4711.341428 = -2094282.431236
  nChanged 632
		SP:Iteration 3Q (140686.470000 sec): 3 clusters
  Score: Raw -2099246.085842 + Penalty 4711.341428 = -2094534.744415
  nChanged 521
		SP:Iteration 4Q (140686.850000 sec): 3 clusters
  Score: Raw -2099434.315073 + Penalty 4711.341428 = -2094722.973646
  nChanged 453
		SP:Iteration 5Q (140687.190000 sec): 3 clusters
  Score: Raw -2099610.554096 + Penalty 4711.341428 = -2094899.212668
  nChanged 448
		SP:Iteration 6Q (140687.590000 sec): 3 clusters
  Score: Raw -2099793.197299 + Penalty 4711.341428 = -2095081.855872
  nChanged 464
		SP:Iteration 7Q (140687.930000 sec): 3 clusters
  Score: Raw -2100008.178880 + Penalty 4711.341428 = -2095296.837452
  nChanged 500
		SP:Iteration 8Q (140688.350000 sec): 3 clusters
  Score: Raw -2100256.997353 + Penalty 4711.341428 = -2095545.655926
  nChanged 544
		SP:Iteration 9Q (140688.650000 sec): 3 clusters
  Score: Raw -2100619.039113 + Penalty 4711.341428 = -2095907.697685
  nChanged 599
		SP:Iteration 10Q (140688.940000 sec): 3 clusters
  Score: Raw -2101073.909141 + Penalty 4711.341428 = -2096362.567713
  nChanged 662
		SP:Iteration 11Q (140689.250000 sec): 3 clusters
  Score: Raw -2101548.181487 + Penalty 4711.341428 = -2096836.840059
  nChanged 617
		SP:Iteration 12Q (140689.570000 sec): 3 clusters
  Score: Raw -2101973.234431 + Penalty 4711.341428 = -2097261.893004
  nChanged 616
		SP:Iteration 13Q (140689.870000 sec): 3 clusters
  Score: Raw -2102358.357432 + Penalty 4711.341428 = -2097647.016004
  nChanged 529
		SP:Iteration 14Q (140690.140000 sec): 3 clusters
  Score: Raw -2102684.936328 + Penalty 4711.341428 = -2097973.594900
  nChanged 435
		SP:Iteration 15Q (140690.470000 sec): 3 clusters
  Score: Raw -2102961.343195 + Penalty 4711.341428 = -2098250.001767
  nChanged 397
		SP:Iteration 16Q (140690.730000 sec): 3 clusters
  Score: Raw -2103227.324039 + Penalty 4711.341428 = -2098515.982611
  nChanged 365
		SP:Iteration 17Q (140691.050000 sec): 3 clusters
  Score: Raw -2103460.009074 + Penalty 4711.341428 = -2098748.667646
  nChanged 305
		SP:Iteration 18Q (140691.290000 sec): 3 clusters
  Score: Raw -2103653.889461 + Penalty 4711.341428 = -2098942.548033
  nChanged 277
		SP:Iteration 19Q (140691.540000 sec): 3 clusters
  Score: Raw -2103804.107602 + Penalty 4711.341428 = -2099092.766174
  nChanged 207
		SP:Iteration 20F (140691.850000 sec): 3 clusters
  Score: Raw -2103895.739731 + Penalty 4711.341428 = -2099184.398303
  nChanged 169
		SP:Iteration 21Q (140692.130000 sec): 3 clusters
  Score: Raw -2103964.702556 + Penalty 4711.341428 = -2099253.361129
  nChanged 137
		SP:Iteration 22Q (140692.380000 sec): 3 clusters
  Score: Raw -2104012.768379 + Penalty 4711.341428 = -2099301.426952
  nChanged 107
		SP:Iteration 23Q (140692.680000 sec): 3 clusters
  Score: Raw -2104044.507730 + Penalty 4711.341428 = -2099333.166302
  nChanged 95
		SP:Iteration 24Q (140692.910000 sec): 3 clusters
  Score: Raw -2104075.718507 + Penalty 4711.341428 = -2099364.377079
  nChanged 97
		SP:Iteration 25Q (140693.170000 sec): 3 clusters
  Score: Raw -2104106.034762 + Penalty 4711.341428 = -2099394.693335
  nChanged 98
		SP:Iteration 26Q (140693.390000 sec): 3 clusters
  Score: Raw -2104137.308141 + Penalty 4711.341428 = -2099425.966713
  nChanged 83
		SP:Iteration 27Q (140693.620000 sec): 3 clusters
  Score: Raw -2104162.075988 + Penalty 4711.341428 = -2099450.734560
  nChanged 82
		SP:Iteration 28Q (140693.860000 sec): 3 clusters
  Score: Raw -2104189.691504 + Penalty 4711.341428 = -2099478.350077
  nChanged 81
		SP:Iteration 29Q (140694.120000 sec): 3 clusters
  Score: Raw -2104216.459212 + Penalty 4711.341428 = -2099505.117784
  nChanged 79
		SP:Iteration 30Q (140694.390000 sec): 3 clusters
  Score: Raw -2104238.323758 + Penalty 4711.341428 = -2099526.982331
  nChanged 59
		SP:Iteration 31Q (140694.680000 sec): 3 clusters
  Score: Raw -2104253.080039 + Penalty 4711.341428 = -2099541.738611
  nChanged 52
		SP:Iteration 32Q (140694.960000 sec): 3 clusters
  Score: Raw -2104263.450499 + Penalty 4711.341428 = -2099552.109072
  nChanged 32
		SP:Iteration 33Q (140695.230000 sec): 3 clusters
  Score: Raw -2104268.184894 + Penalty 4711.341428 = -2099556.843466
  nChanged 20
		SP:Iteration 34Q (140695.500000 sec): 3 clusters
  Score: Raw -2104272.209685 + Penalty 4711.341428 = -2099560.868258
  nChanged 14
		SP:Iteration 35Q (140695.830000 sec): 3 clusters
  Score: Raw -2104274.706148 + Penalty 4711.341428 = -2099563.364721
  nChanged 14
		SP:Iteration 36Q (140696.090000 sec): 3 clusters
  Score: Raw -2104276.823264 + Penalty 4711.341428 = -2099565.481836
  nChanged 11
		SP:Iteration 37Q (140696.360000 sec): 3 clusters
  Score: Raw -2104278.551623 + Penalty 4711.341428 = -2099567.210196
  nChanged 7
		SP:Iteration 38Q (140696.600000 sec): 3 clusters
  Score: Raw -2104279.912978 + Penalty 4711.341428 = -2099568.571550
  nChanged 9
		SP:Iteration 39Q (140696.800000 sec): 3 clusters
  Score: Raw -2104281.645824 + Penalty 4711.341428 = -2099570.304396
  nChanged 7
		SP:Iteration 40F (140697.050000 sec): 3 clusters
  Score: Raw -2104282.784406 + Penalty 4711.341428 = -2099571.442978
  nChanged 4
		SP:Iteration 41Q (140697.290000 sec): 3 clusters
  Score: Raw -2104283.221542 + Penalty 4711.341428 = -2099571.880114
  nChanged 6
		SP:Iteration 42Q (140697.490000 sec): 3 clusters
  Score: Raw -2104283.759737 + Penalty 4711.341428 = -2099572.418309
  nChanged 3
		SP:Iteration 43Q (140697.650000 sec): 3 clusters
  Score: Raw -2104283.942430 + Penalty 4711.341428 = -2099572.601002
  nChanged 3
		SP:Iteration 44Q (140697.810000 sec): 3 clusters
  Score: Raw -2104284.608710 + Penalty 4711.341428 = -2099573.267283
  nChanged 6
		SP:Iteration 45Q (140698.070000 sec): 3 clusters
  Score: Raw -2104285.830924 + Penalty 4711.341428 = -2099574.489496
  nChanged 6
		SP:Iteration 46Q (140698.360000 sec): 3 clusters
  Score: Raw -2104286.613274 + Penalty 4711.341428 = -2099575.271846
  nChanged 5
		SP:Iteration 47Q (140698.640000 sec): 3 clusters
  Score: Raw -2104287.405400 + Penalty 4711.341428 = -2099576.063972
  nChanged 6
		SP:Iteration 48Q (140698.930000 sec): 3 clusters
  Score: Raw -2104288.670485 + Penalty 4711.341428 = -2099577.329057
  nChanged 5
		SP:Iteration 49Q (140699.170000 sec): 3 clusters
  Score: Raw -2104289.295492 + Penalty 4711.341428 = -2099577.954064
  nChanged 6
		SP:Iteration 50Q (140699.420000 sec): 3 clusters
  Score: Raw -2104290.103399 + Penalty 4711.341428 = -2099578.761971
  nChanged 5
		SP:Iteration 51Q (140699.710000 sec): 3 clusters
  Score: Raw -2104290.845446 + Penalty 4711.341428 = -2099579.504018
  nChanged 3
		SP:Iteration 52Q (140700.000000 sec): 3 clusters
  Score: Raw -2104291.262642 + Penalty 4711.341428 = -2099579.921215
  nChanged 3
		SP:Iteration 53Q (140700.280000 sec): 3 clusters
  Score: Raw -2104291.805967 + Penalty 4711.341428 = -2099580.464539
  nChanged 7
		SP:Iteration 54Q (140700.520000 sec): 3 clusters
  Score: Raw -2104292.817779 + Penalty 4711.341428 = -2099581.476352
  nChanged 6
		SP:Iteration 55Q (140700.790000 sec): 3 clusters
  Score: Raw -2104293.391320 + Penalty 4711.341428 = -2099582.049892
  nChanged 2
		SP:Iteration 56Q (140701.050000 sec): 3 clusters
  Score: Raw -2104293.717982 + Penalty 4711.341428 = -2099582.376554
  nChanged 6
		SP:Iteration 57Q (140701.340000 sec): 3 clusters
  Score: Raw -2104294.256356 + Penalty 4711.341428 = -2099582.914928
  nChanged 2
		SP:Iteration 58Q (140701.620000 sec): 3 clusters
  Score: Raw -2104294.704348 + Penalty 4711.341428 = -2099583.362920
  nChanged 5
		SP:Iteration 59Q (140701.860000 sec): 3 clusters
  Score: Raw -2104295.423911 + Penalty 4711.341428 = -2099584.082484
  nChanged 7
		SP:Iteration 60F (140702.150000 sec): 3 clusters
  Score: Raw -2104296.588055 + Penalty 4711.341428 = -2099585.246627
  nChanged 5
		SP:Iteration 61Q (140702.390000 sec): 3 clusters
  Score: Raw -2104297.241367 + Penalty 4711.341428 = -2099585.899939
  nChanged 6
		SP:Iteration 62Q (140702.670000 sec): 3 clusters
  Score: Raw -2104298.115489 + Penalty 4711.341428 = -2099586.774061
  nChanged 3
		SP:Iteration 63Q (140702.950000 sec): 3 clusters
  Score: Raw -2104298.355125 + Penalty 4711.341428 = -2099587.013697
  nChanged 1
		SP:Iteration 64Q (140703.190000 sec): 3 clusters
  Score: Raw -2104298.524072 + Penalty 4711.341428 = -2099587.182644
  nChanged 3
		SP:Iteration 65Q (140703.450000 sec): 3 clusters
  Score: Raw -2104298.934582 + Penalty 4711.341428 = -2099587.593154
  nChanged 4
		SP:Iteration 66Q (140703.720000 sec): 3 clusters
  Score: Raw -2104299.332882 + Penalty 4711.341428 = -2099587.991455
  nChanged 3
		SP:Iteration 67Q (140703.970000 sec): 3 clusters
  Score: Raw -2104299.726031 + Penalty 4711.341428 = -2099588.384603
  nChanged 3
		SP:Iteration 68Q (140704.220000 sec): 3 clusters
  Score: Raw -2104300.144967 + Penalty 4711.341428 = -2099588.803539
  nChanged 2
		SP:Iteration 69Q (140704.510000 sec): 3 clusters
  Score: Raw -2104300.395590 + Penalty 4711.341428 = -2099589.054163
  nChanged 2
		SP:Iteration 70Q (140704.790000 sec): 3 clusters
  Score: Raw -2104300.701639 + Penalty 4711.341428 = -2099589.360211
  nChanged 1
		SP:Iteration 71Q (140705.090000 sec): 3 clusters
  Score: Raw -2104300.883866 + Penalty 4711.341428 = -2099589.542439
  nChanged 1
		SP:Iteration 72Q (140705.370000 sec): 3 clusters
  Score: Raw -2104301.025927 + Penalty 4711.341428 = -2099589.684500
  nChanged 2
		SP:Iteration 73Q (140705.670000 sec): 3 clusters
  Score: Raw -2104301.263327 + Penalty 4711.341428 = -2099589.921900
  nChanged 0
		SP:Iteration 74F (140705.950000 sec): 3 clusters
  Score: Raw -2104301.263327 + Penalty 4711.341428 = -2099589.921900
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 77 (6364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140706.070000 sec): 2 clusters
  Score: Raw -997081.030238 + Penalty 2172.086273 = -994908.943965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140706.260000 sec): 3 clusters
  Score: Raw -993924.021033 + Penalty 4344.172545 = -989579.848487
  nChanged 2521
		SP:Iteration 1F (140706.450000 sec): 3 clusters
  Score: Raw -995273.721302 + Penalty 4344.172545 = -990929.548756
  nChanged 425
		SP:Iteration 2F (140706.650000 sec): 3 clusters
  Score: Raw -995498.191871 + Penalty 4344.172545 = -991154.019326
  nChanged 287
		SP:Iteration 3Q (140706.830000 sec): 3 clusters
  Score: Raw -995640.603279 + Penalty 4344.172545 = -991296.430734
  nChanged 222
		SP:Iteration 4Q (140707.030000 sec): 3 clusters
  Score: Raw -995752.837200 + Penalty 4344.172545 = -991408.664654
  nChanged 216
		SP:Iteration 5Q (140707.220000 sec): 3 clusters
  Score: Raw -995849.555608 + Penalty 4344.172545 = -991505.383063
  nChanged 182
		SP:Iteration 6Q (140707.410000 sec): 3 clusters
  Score: Raw -995944.358820 + Penalty 4344.172545 = -991600.186275
  nChanged 180
		SP:Iteration 7Q (140707.600000 sec): 3 clusters
  Score: Raw -996027.951540 + Penalty 4344.172545 = -991683.778995
  nChanged 170
		SP:Iteration 8Q (140707.800000 sec): 3 clusters
  Score: Raw -996104.673997 + Penalty 4344.172545 = -991760.501452
  nChanged 155
		SP:Iteration 9Q (140707.990000 sec): 3 clusters
  Score: Raw -996171.475815 + Penalty 4344.172545 = -991827.303270
  nChanged 136
		SP:Iteration 10Q (140708.180000 sec): 3 clusters
  Score: Raw -996232.187319 + Penalty 4344.172545 = -991888.014774
  nChanged 116
		SP:Iteration 11Q (140708.370000 sec): 3 clusters
  Score: Raw -996278.989998 + Penalty 4344.172545 = -991934.817453
  nChanged 110
		SP:Iteration 12Q (140708.560000 sec): 3 clusters
  Score: Raw -996322.167988 + Penalty 4344.172545 = -991977.995443
  nChanged 123
		SP:Iteration 13Q (140708.750000 sec): 3 clusters
  Score: Raw -996377.320578 + Penalty 4344.172545 = -992033.148033
  nChanged 133
		SP:Iteration 14Q (140708.950000 sec): 3 clusters
  Score: Raw -996435.180756 + Penalty 4344.172545 = -992091.008211
  nChanged 133
		SP:Iteration 15Q (140709.140000 sec): 3 clusters
  Score: Raw -996502.132612 + Penalty 4344.172545 = -992157.960067
  nChanged 114
		SP:Iteration 16Q (140709.330000 sec): 3 clusters
  Score: Raw -996558.192130 + Penalty 4344.172545 = -992214.019585
  nChanged 120
		SP:Iteration 17Q (140709.530000 sec): 3 clusters
  Score: Raw -996613.131283 + Penalty 4344.172545 = -992268.958737
  nChanged 120
		SP:Iteration 18Q (140709.710000 sec): 3 clusters
  Score: Raw -996660.678293 + Penalty 4344.172545 = -992316.505748
  nChanged 99
		SP:Iteration 19Q (140709.900000 sec): 3 clusters
  Score: Raw -996705.899123 + Penalty 4344.172545 = -992361.726577
  nChanged 99
		SP:Iteration 20F (140710.090000 sec): 3 clusters
  Score: Raw -996744.236809 + Penalty 4344.172545 = -992400.064264
  nChanged 75
		SP:Iteration 21Q (140710.290000 sec): 3 clusters
  Score: Raw -996770.917482 + Penalty 4344.172545 = -992426.744937
  nChanged 72
		SP:Iteration 22Q (140710.480000 sec): 3 clusters
  Score: Raw -996799.541966 + Penalty 4344.172545 = -992455.369421
  nChanged 79
		SP:Iteration 23Q (140710.670000 sec): 3 clusters
  Score: Raw -996828.527393 + Penalty 4344.172545 = -992484.354848
  nChanged 68
		SP:Iteration 24Q (140710.870000 sec): 3 clusters
  Score: Raw -996850.712234 + Penalty 4344.172545 = -992506.539689
  nChanged 65
		SP:Iteration 25Q (140711.050000 sec): 3 clusters
  Score: Raw -996874.033138 + Penalty 4344.172545 = -992529.860592
  nChanged 68
		SP:Iteration 26Q (140711.250000 sec): 3 clusters
  Score: Raw -996900.358932 + Penalty 4344.172545 = -992556.186386
  nChanged 55
		SP:Iteration 27Q (140711.440000 sec): 3 clusters
  Score: Raw -996917.177885 + Penalty 4344.172545 = -992573.005340
  nChanged 45
		SP:Iteration 28Q (140711.630000 sec): 3 clusters
  Score: Raw -996932.136657 + Penalty 4344.172545 = -992587.964112
  nChanged 50
		SP:Iteration 29Q (140711.850000 sec): 3 clusters
  Score: Raw -996948.114862 + Penalty 4344.172545 = -992603.942317
  nChanged 50
		SP:Iteration 30Q (140712.020000 sec): 3 clusters
  Score: Raw -996965.231691 + Penalty 4344.172545 = -992621.059146
  nChanged 32
		SP:Iteration 31Q (140712.210000 sec): 3 clusters
  Score: Raw -996974.112802 + Penalty 4344.172545 = -992629.940257
  nChanged 21
		SP:Iteration 32Q (140712.410000 sec): 3 clusters
  Score: Raw -996979.860378 + Penalty 4344.172545 = -992635.687833
  nChanged 18
		SP:Iteration 33Q (140712.590000 sec): 3 clusters
  Score: Raw -996985.978545 + Penalty 4344.172545 = -992641.806000
  nChanged 21
		SP:Iteration 34Q (140712.790000 sec): 3 clusters
  Score: Raw -996991.657005 + Penalty 4344.172545 = -992647.484460
  nChanged 22
		SP:Iteration 35Q (140712.990000 sec): 3 clusters
  Score: Raw -997000.169131 + Penalty 4344.172545 = -992655.996586
  nChanged 26
		SP:Iteration 36Q (140713.170000 sec): 3 clusters
  Score: Raw -997008.544669 + Penalty 4344.172545 = -992664.372124
  nChanged 21
		SP:Iteration 37Q (140713.370000 sec): 3 clusters
  Score: Raw -997015.935224 + Penalty 4344.172545 = -992671.762679
  nChanged 26
		SP:Iteration 38Q (140713.560000 sec): 3 clusters
  Score: Raw -997024.217412 + Penalty 4344.172545 = -992680.044867
  nChanged 28
		SP:Iteration 39Q (140713.750000 sec): 3 clusters
  Score: Raw -997033.564370 + Penalty 4344.172545 = -992689.391825
  nChanged 28
		SP:Iteration 40F (140713.940000 sec): 3 clusters
  Score: Raw -997042.161647 + Penalty 4344.172545 = -992697.989102
  nChanged 21
		SP:Iteration 41Q (140714.170000 sec): 3 clusters
  Score: Raw -997049.794243 + Penalty 4344.172545 = -992705.621698
  nChanged 24
		SP:Iteration 42Q (140714.360000 sec): 3 clusters
  Score: Raw -997057.081541 + Penalty 4344.172545 = -992712.908996
  nChanged 19
		SP:Iteration 43Q (140714.530000 sec): 3 clusters
  Score: Raw -997062.459465 + Penalty 4344.172545 = -992718.286919
  nChanged 18
		SP:Iteration 44Q (140714.730000 sec): 3 clusters
  Score: Raw -997068.224150 + Penalty 4344.172545 = -992724.051605
  nChanged 18
		SP:Iteration 45Q (140714.910000 sec): 3 clusters
  Score: Raw -997072.840867 + Penalty 4344.172545 = -992728.668322
  nChanged 16
		SP:Iteration 46Q (140715.090000 sec): 3 clusters
  Score: Raw -997077.218686 + Penalty 4344.172545 = -992733.046141
  nChanged 7
		SP:Iteration 47Q (140715.280000 sec): 3 clusters
  Score: Raw -997079.491074 + Penalty 4344.172545 = -992735.318529
  nChanged 10
		SP:Iteration 48Q (140715.470000 sec): 3 clusters
  Score: Raw -997081.873443 + Penalty 4344.172545 = -992737.700898
  nChanged 10
		SP:Iteration 49Q (140715.660000 sec): 3 clusters
  Score: Raw -997084.425718 + Penalty 4344.172545 = -992740.253173
  nChanged 11
		SP:Iteration 50Q (140715.880000 sec): 3 clusters
  Score: Raw -997087.676465 + Penalty 4344.172545 = -992743.503920
  nChanged 13
		SP:Iteration 51Q (140716.090000 sec): 3 clusters
  Score: Raw -997090.904415 + Penalty 4344.172545 = -992746.731870
  nChanged 11
		SP:Iteration 52Q (140716.280000 sec): 3 clusters
  Score: Raw -997093.685880 + Penalty 4344.172545 = -992749.513335
  nChanged 11
		SP:Iteration 53Q (140716.470000 sec): 3 clusters
  Score: Raw -997096.740459 + Penalty 4344.172545 = -992752.567913
  nChanged 14
		SP:Iteration 54Q (140716.670000 sec): 3 clusters
  Score: Raw -997099.940571 + Penalty 4344.172545 = -992755.768025
  nChanged 11
		SP:Iteration 55Q (140716.860000 sec): 3 clusters
  Score: Raw -997102.799249 + Penalty 4344.172545 = -992758.626704
  nChanged 9
		SP:Iteration 56Q (140717.050000 sec): 3 clusters
  Score: Raw -997105.119783 + Penalty 4344.172545 = -992760.947237
  nChanged 9
		SP:Iteration 57Q (140717.250000 sec): 3 clusters
  Score: Raw -997107.234025 + Penalty 4344.172545 = -992763.061480
  nChanged 5
		SP:Iteration 58Q (140717.440000 sec): 3 clusters
  Score: Raw -997108.239252 + Penalty 4344.172545 = -992764.066707
  nChanged 6
		SP:Iteration 59Q (140717.630000 sec): 3 clusters
  Score: Raw -997109.676114 + Penalty 4344.172545 = -992765.503569
  nChanged 8
		SP:Iteration 60F (140717.830000 sec): 3 clusters
  Score: Raw -997111.477257 + Penalty 4344.172545 = -992767.304712
  nChanged 9
		SP:Iteration 61Q (140718.030000 sec): 3 clusters
  Score: Raw -997113.895685 + Penalty 4344.172545 = -992769.723140
  nChanged 13
		SP:Iteration 62Q (140718.220000 sec): 3 clusters
  Score: Raw -997118.009829 + Penalty 4344.172545 = -992773.837283
  nChanged 10
		SP:Iteration 63Q (140718.400000 sec): 3 clusters
  Score: Raw -997120.411774 + Penalty 4344.172545 = -992776.239229
  nChanged 8
		SP:Iteration 64Q (140718.640000 sec): 3 clusters
  Score: Raw -997122.033299 + Penalty 4344.172545 = -992777.860754
  nChanged 2
		SP:Iteration 65Q (140718.900000 sec): 3 clusters
  Score: Raw -997122.923330 + Penalty 4344.172545 = -992778.750785
  nChanged 4
		SP:Iteration 66Q (140719.130000 sec): 3 clusters
  Score: Raw -997124.334022 + Penalty 4344.172545 = -992780.161476
  nChanged 6
		SP:Iteration 67Q (140719.350000 sec): 3 clusters
  Score: Raw -997125.634373 + Penalty 4344.172545 = -992781.461827
  nChanged 7
		SP:Iteration 68Q (140719.600000 sec): 3 clusters
  Score: Raw -997127.694815 + Penalty 4344.172545 = -992783.522270
  nChanged 5
		SP:Iteration 69Q (140719.790000 sec): 3 clusters
  Score: Raw -997129.477239 + Penalty 4344.172545 = -992785.304693
  nChanged 8
		SP:Iteration 70Q (140719.990000 sec): 3 clusters
  Score: Raw -997131.283802 + Penalty 4344.172545 = -992787.111257
  nChanged 4
		SP:Iteration 71Q (140720.190000 sec): 3 clusters
  Score: Raw -997132.041423 + Penalty 4344.172545 = -992787.868878
  nChanged 2
		SP:Iteration 72Q (140720.390000 sec): 3 clusters
  Score: Raw -997132.583951 + Penalty 4344.172545 = -992788.411406
  nChanged 1
		SP:Iteration 73Q (140720.610000 sec): 3 clusters
  Score: Raw -997132.797349 + Penalty 4344.172545 = -992788.624803
  nChanged 2
		SP:Iteration 74Q (140720.850000 sec): 3 clusters
  Score: Raw -997133.237633 + Penalty 4344.172545 = -992789.065088
  nChanged 5
		SP:Iteration 75Q (140721.110000 sec): 3 clusters
  Score: Raw -997134.014021 + Penalty 4344.172545 = -992789.841476
  nChanged 2
		SP:Iteration 76Q (140721.310000 sec): 3 clusters
  Score: Raw -997134.639493 + Penalty 4344.172545 = -992790.466948
  nChanged 4
		SP:Iteration 77Q (140721.540000 sec): 3 clusters
  Score: Raw -997135.413505 + Penalty 4344.172545 = -992791.240960
  nChanged 2
		SP:Iteration 78Q (140721.740000 sec): 3 clusters
  Score: Raw -997135.951128 + Penalty 4344.172545 = -992791.778583
  nChanged 3
		SP:Iteration 79Q (140721.960000 sec): 3 clusters
  Score: Raw -997136.689497 + Penalty 4344.172545 = -992792.516952
  nChanged 7
		SP:Iteration 80F (140722.110000 sec): 3 clusters
  Score: Raw -997138.270738 + Penalty 4344.172545 = -992794.098193
  nChanged 8
		SP:Iteration 81Q (140722.390000 sec): 3 clusters
  Score: Raw -997140.293783 + Penalty 4344.172545 = -992796.121238
  nChanged 5
		SP:Iteration 82Q (140722.620000 sec): 3 clusters
  Score: Raw -997141.526318 + Penalty 4344.172545 = -992797.353772
  nChanged 5
		SP:Iteration 83Q (140722.830000 sec): 3 clusters
  Score: Raw -997142.752666 + Penalty 4344.172545 = -992798.580121
  nChanged 8
		SP:Iteration 84Q (140723.050000 sec): 3 clusters
  Score: Raw -997144.738352 + Penalty 4344.172545 = -992800.565807
  nChanged 11
		SP:Iteration 85Q (140723.250000 sec): 3 clusters
  Score: Raw -997148.600154 + Penalty 4344.172545 = -992804.427609
  nChanged 9
		SP:Iteration 86Q (140723.460000 sec): 3 clusters
  Score: Raw -997151.502071 + Penalty 4344.172545 = -992807.329526
  nChanged 9
		SP:Iteration 87Q (140723.690000 sec): 3 clusters
  Score: Raw -997154.047102 + Penalty 4344.172545 = -992809.874557
  nChanged 10
		SP:Iteration 88Q (140723.920000 sec): 3 clusters
  Score: Raw -997156.801120 + Penalty 4344.172545 = -992812.628575
  nChanged 9
		SP:Iteration 89Q (140724.220000 sec): 3 clusters
  Score: Raw -997160.006878 + Penalty 4344.172545 = -992815.834333
  nChanged 7
		SP:Iteration 90Q (140724.450000 sec): 3 clusters
  Score: Raw -997162.313675 + Penalty 4344.172545 = -992818.141130
  nChanged 8
		SP:Iteration 91Q (140724.730000 sec): 3 clusters
  Score: Raw -997165.056329 + Penalty 4344.172545 = -992820.883784
  nChanged 9
		SP:Iteration 92Q (140724.870000 sec): 3 clusters
  Score: Raw -997167.805435 + Penalty 4344.172545 = -992823.632890
  nChanged 7
		SP:Iteration 93Q (140725.060000 sec): 3 clusters
  Score: Raw -997169.814493 + Penalty 4344.172545 = -992825.641948
  nChanged 10
		SP:Iteration 94Q (140725.320000 sec): 3 clusters
  Score: Raw -997173.606291 + Penalty 4344.172545 = -992829.433746
  nChanged 8
		SP:Iteration 95Q (140725.510000 sec): 3 clusters
  Score: Raw -997175.995609 + Penalty 4344.172545 = -992831.823064
  nChanged 5
		SP:Iteration 96Q (140725.700000 sec): 3 clusters
  Score: Raw -997177.038224 + Penalty 4344.172545 = -992832.865679
  nChanged 2
		SP:Iteration 97Q (140725.870000 sec): 3 clusters
  Score: Raw -997177.891012 + Penalty 4344.172545 = -992833.718467
  nChanged 4
		SP:Iteration 98Q (140726.060000 sec): 3 clusters
  Score: Raw -997179.375341 + Penalty 4344.172545 = -992835.202796
  nChanged 6
		SP:Iteration 99Q (140726.210000 sec): 3 clusters
  Score: Raw -997181.529194 + Penalty 4344.172545 = -992837.356649
  nChanged 8
		SP:Iteration 100F (140726.490000 sec): 3 clusters
  Score: Raw -997184.518357 + Penalty 4344.172545 = -992840.345812
  nChanged 9
		SP:Iteration 101Q (140726.690000 sec): 3 clusters
  Score: Raw -997187.174799 + Penalty 4344.172545 = -992843.002254
  nChanged 3
		SP:Iteration 102Q (140726.950000 sec): 3 clusters
  Score: Raw -997188.137627 + Penalty 4344.172545 = -992843.965082
  nChanged 4
		SP:Iteration 103Q (140727.130000 sec): 3 clusters
  Score: Raw -997189.528931 + Penalty 4344.172545 = -992845.356385
  nChanged 1
		SP:Iteration 104Q (140727.300000 sec): 3 clusters
  Score: Raw -997189.624459 + Penalty 4344.172545 = -992845.451914
  nChanged 1
		SP:Iteration 105Q (140727.540000 sec): 3 clusters
  Score: Raw -997189.971200 + Penalty 4344.172545 = -992845.798655
  nChanged 1
		SP:Iteration 106Q (140727.690000 sec): 3 clusters
  Score: Raw -997190.161372 + Penalty 4344.172545 = -992845.988827
  nChanged 0
		SP:Iteration 107F (140727.900000 sec): 3 clusters
  Score: Raw -997190.161372 + Penalty 4344.172545 = -992845.988827
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 78 (141922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140728.910000 sec): 2 clusters
  Score: Raw -23132436.651500 + Penalty 2942.032157 = -23129494.619343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140730.090000 sec): 3 clusters
  Score: Raw -23039970.357573 + Penalty 5884.064313 = -23034086.293260
  nChanged 67819
		SP:Iteration 1F (140731.410000 sec): 3 clusters
  Score: Raw -23079687.378298 + Penalty 5884.064313 = -23073803.313985
  nChanged 5251
		SP:Iteration 2Q (140732.770000 sec): 3 clusters
  Score: Raw -23081315.213118 + Penalty 5884.064313 = -23075431.148805
  nChanged 6769
		SP:Iteration 3Q (140734.080000 sec): 3 clusters
  Score: Raw -23084223.925749 + Penalty 5884.064313 = -23078339.861436
  nChanged 9276
		SP:Iteration 4F (140735.260000 sec): 3 clusters
  Score: Raw -23089725.334816 + Penalty 5884.064313 = -23083841.270502
  nChanged 12121
		SP:Iteration 5F (140736.480000 sec): 3 clusters
  Score: Raw -23099206.145313 + Penalty 5884.064313 = -23093322.081000
  nChanged 13424
		SP:Iteration 6F (140737.740000 sec): 3 clusters
  Score: Raw -23111775.584460 + Penalty 5884.064313 = -23105891.520147
  nChanged 11006
		SP:Iteration 7F (140739.040000 sec): 3 clusters
  Score: Raw -23122907.744215 + Penalty 5884.064313 = -23117023.679901
  nChanged 6306
		SP:Iteration 8Q (140740.250000 sec): 3 clusters
  Score: Raw -23129383.934904 + Penalty 5884.064313 = -23123499.870591
  nChanged 2346
		SP:Iteration 9Q (140741.620000 sec): 3 clusters
  Score: Raw -23131716.475003 + Penalty 5884.064313 = -23125832.410689
  nChanged 595
		SP:Iteration 10Q (140742.730000 sec): 3 clusters
  Score: Raw -23132372.957356 + Penalty 5884.064313 = -23126488.893043
  nChanged 156
		SP:Iteration 11Q (140743.920000 sec): 3 clusters
  Score: Raw -23132565.266660 + Penalty 5884.064313 = -23126681.202347
  nChanged 59
		SP:Iteration 12Q (140745.070000 sec): 3 clusters
  Score: Raw -23132648.337130 + Penalty 5884.064313 = -23126764.272817
  nChanged 30
		SP:Iteration 13Q (140746.090000 sec): 3 clusters
  Score: Raw -23132699.759398 + Penalty 5884.064313 = -23126815.695084
  nChanged 15
		SP:Iteration 14Q (140747.280000 sec): 3 clusters
  Score: Raw -23132721.482935 + Penalty 5884.064313 = -23126837.418621
  nChanged 12
		SP:Iteration 15Q (140748.480000 sec): 3 clusters
  Score: Raw -23132740.242055 + Penalty 5884.064313 = -23126856.177742
  nChanged 14
		SP:Iteration 16Q (140749.490000 sec): 3 clusters
  Score: Raw -23132761.194255 + Penalty 5884.064313 = -23126877.129941
  nChanged 10
		SP:Iteration 17Q (140750.470000 sec): 3 clusters
  Score: Raw -23132779.012371 + Penalty 5884.064313 = -23126894.948057
  nChanged 11
		SP:Iteration 18Q (140751.560000 sec): 3 clusters
  Score: Raw -23132795.746649 + Penalty 5884.064313 = -23126911.682336
  nChanged 5
		SP:Iteration 19Q (140752.700000 sec): 3 clusters
  Score: Raw -23132801.054842 + Penalty 5884.064313 = -23126916.990528
  nChanged 4
		SP:Iteration 20F (140753.870000 sec): 3 clusters
  Score: Raw -23132810.136055 + Penalty 5884.064313 = -23126926.071741
  nChanged 5
		SP:Iteration 21Q (140755.040000 sec): 3 clusters
  Score: Raw -23132815.967985 + Penalty 5884.064313 = -23126931.903671
  nChanged 1
		SP:Iteration 22Q (140756.140000 sec): 3 clusters
  Score: Raw -23132816.724298 + Penalty 5884.064313 = -23126932.659985
  nChanged 2
		SP:Iteration 23Q (140757.220000 sec): 3 clusters
  Score: Raw -23132818.924924 + Penalty 5884.064313 = -23126934.860610
  nChanged 3
		SP:Iteration 24Q (140758.340000 sec): 3 clusters
  Score: Raw -23132824.761760 + Penalty 5884.064313 = -23126940.697447
  nChanged 2
		SP:Iteration 25Q (140759.540000 sec): 3 clusters
  Score: Raw -23132828.062612 + Penalty 5884.064313 = -23126943.998299
  nChanged 0
		SP:Iteration 26F (140760.790000 sec): 3 clusters
  Score: Raw -23132828.062612 + Penalty 5884.064313 = -23126943.998299
  nChanged 0
Iteration 179Q (141015.070000 sec): 79 clusters
  Score: Raw -289232619.915758 + Penalty 279381.511855 = -288953238.403903
  nChanged 1200
Iteration 180F (141410.120000 sec): 79 clusters
  Score: Raw -289232681.357558 + Penalty 279381.511855 = -288953299.845703
  nChanged 1146
Iteration 181Q (141649.560000 sec): 79 clusters
  Score: Raw -289232739.107276 + Penalty 279381.511855 = -288953357.595422
  nChanged 1131
Iteration 182Q (141913.810000 sec): 79 clusters
  Score: Raw -289232797.148079 + Penalty 279381.511855 = -288953415.636224
  nChanged 1149
Iteration 183Q (142163.180000 sec): 79 clusters
  Score: Raw -289232859.727958 + Penalty 279381.511855 = -288953478.216104
  nChanged 1135
Iteration 184Q (142423.520000 sec): 79 clusters
  Score: Raw -289232917.840444 + Penalty 279381.511855 = -288953536.328589
  nChanged 1128
Iteration 185Q (142670.880000 sec): 79 clusters
  Score: Raw -289232976.178843 + Penalty 279381.511855 = -288953594.666989
  nChanged 1111
Iteration 186Q (142938.550000 sec): 79 clusters
  Score: Raw -289233040.114303 + Penalty 279381.511855 = -288953658.602448
  nChanged 1137
Iteration 187Q (143190.310000 sec): 79 clusters
  Score: Raw -289233098.219234 + Penalty 279381.511855 = -288953716.707379
  nChanged 1064
Iteration 188Q (143476.800000 sec): 79 clusters
  Score: Raw -289233151.466812 + Penalty 279381.511855 = -288953769.954957
  nChanged 1044
Iteration 189Q (143768.630000 sec): 79 clusters
  Score: Raw -289233199.426988 + Penalty 279381.511855 = -288953817.915133
  nChanged 954
Iteration 190Q (144032.860000 sec): 79 clusters
  Score: Raw -289233246.688469 + Penalty 279381.511855 = -288953865.176614
  nChanged 950
Iteration 191Q (144342.730000 sec): 79 clusters
  Score: Raw -289233293.971723 + Penalty 279381.511855 = -288953912.459869
  nChanged 946
Iteration 192Q (144595.460000 sec): 79 clusters
  Score: Raw -289233342.273687 + Penalty 279381.511855 = -288953960.761832
  nChanged 876
Iteration 193Q (144876.060000 sec): 79 clusters
  Score: Raw -289233386.664143 + Penalty 279381.511855 = -288954005.152288
  nChanged 960
Iteration 194Q (145113.950000 sec): 79 clusters
  Score: Raw -289233437.267481 + Penalty 279381.511855 = -288954055.755626
  nChanged 974
Iteration 195Q (145352.660000 sec): 79 clusters
  Score: Raw -289233487.120656 + Penalty 279381.511855 = -288954105.608801
  nChanged 977
Iteration 196Q (145572.630000 sec): 79 clusters
  Score: Raw -289233540.838955 + Penalty 279381.511855 = -288954159.327100
  nChanged 1033
Iteration 197Q (145813.500000 sec): 79 clusters
  Score: Raw -289233600.185652 + Penalty 279381.511855 = -288954218.673797
  nChanged 1042
Iteration 198Q (146062.740000 sec): 79 clusters
  Score: Raw -289233665.869194 + Penalty 279381.511855 = -288954284.357339
  nChanged 1015
Iteration 199Q (146305.660000 sec): 79 clusters
  Score: Raw -289233728.760224 + Penalty 279381.511855 = -288954347.248369
  nChanged 993
Iteration 200F (146710.070000 sec): 79 clusters
  Score: Raw -289233785.536529 + Penalty 279381.511855 = -288954404.024675
  nChanged 970
Iteration 201Q (146954.060000 sec): 79 clusters
  Score: Raw -289233836.030465 + Penalty 279381.511855 = -288954454.518610
  nChanged 921
Iteration 202Q (147196.080000 sec): 79 clusters
  Score: Raw -289233881.171835 + Penalty 279381.511855 = -288954499.659980
  nChanged 924
Iteration 203Q (147441.310000 sec): 79 clusters
  Score: Raw -289233928.018213 + Penalty 279381.511855 = -288954546.506358
  nChanged 904
Iteration 204Q (147690.960000 sec): 79 clusters
  Score: Raw -289233972.668621 + Penalty 279381.511855 = -288954591.156767
  nChanged 873
Iteration 205Q (147941.160000 sec): 79 clusters
  Score: Raw -289234015.371048 + Penalty 279381.511855 = -288954633.859193
  nChanged 849
Iteration 206Q (148187.980000 sec): 79 clusters
  Score: Raw -289234061.261011 + Penalty 279381.511855 = -288954679.749156
  nChanged 848
Iteration 207Q (148433.380000 sec): 79 clusters
  Score: Raw -289234105.637268 + Penalty 279381.511855 = -288954724.125414
  nChanged 836
Iteration 208Q (148675.230000 sec): 79 clusters
  Score: Raw -289234148.721952 + Penalty 279381.511855 = -288954767.210098
  nChanged 790
Iteration 209Q (148917.600000 sec): 79 clusters
  Score: Raw -289234185.666933 + Penalty 279381.511855 = -288954804.155079
  nChanged 749
Iteration 210Q (149153.840000 sec): 79 clusters
  Score: Raw -289234219.799259 + Penalty 279381.511855 = -288954838.287405
  nChanged 671
Iteration 211Q (149391.770000 sec): 79 clusters
  Score: Raw -289234247.137944 + Penalty 279381.511855 = -288954865.626089
  nChanged 633
Iteration 212Q (149632.560000 sec): 79 clusters
  Score: Raw -289234276.683353 + Penalty 279381.511855 = -288954895.171498
  nChanged 637
Iteration 213Q (149872.110000 sec): 79 clusters
  Score: Raw -289234306.459104 + Penalty 279381.511855 = -288954924.947249
  nChanged 607
Iteration 214Q (150072.380000 sec): 79 clusters
  Score: Raw -289234335.297787 + Penalty 279381.511855 = -288954953.785933
  nChanged 615
Iteration 215Q (150303.960000 sec): 79 clusters
  Score: Raw -289234362.764894 + Penalty 279381.511855 = -288954981.253040
  nChanged 623
Iteration 216Q (150548.640000 sec): 79 clusters
  Score: Raw -289234390.881041 + Penalty 279381.511855 = -288955009.369187
  nChanged 652
Iteration 217Q (150794.880000 sec): 79 clusters
  Score: Raw -289234420.524199 + Penalty 279381.511855 = -288955039.012344
  nChanged 605
Iteration 218Q (151034.270000 sec): 79 clusters
  Score: Raw -289234449.499514 + Penalty 279381.511855 = -288955067.987659
  nChanged 542
Writing temp clu file 
Because OldScore, -288955039.012344, is greater than current (better) Score,-288955067.987659 
 Compute initial score before splitting:   Score: Raw -289234449.499514 + Penalty 279381.511855 = -288955067.987659
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (16018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151035.720000 sec): 2 clusters
  Score: Raw -2398240.186555 + Penalty 2401.004155 = -2395839.182399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151036.030000 sec): 3 clusters
  Score: Raw -2389074.576634 + Penalty 4802.008311 = -2384272.568323
  nChanged 7047
		SP:Iteration 1F (151036.360000 sec): 3 clusters
  Score: Raw -2393293.373694 + Penalty 4802.008311 = -2388491.365383
  nChanged 1198
		SP:Iteration 2F (151036.630000 sec): 3 clusters
  Score: Raw -2394048.842264 + Penalty 4802.008311 = -2389246.833953
  nChanged 1083
		SP:Iteration 3F (151036.910000 sec): 3 clusters
  Score: Raw -2394735.363445 + Penalty 4802.008311 = -2389933.355134
  nChanged 980
		SP:Iteration 4F (151037.190000 sec): 3 clusters
  Score: Raw -2395305.189257 + Penalty 4802.008311 = -2390503.180946
  nChanged 843
		SP:Iteration 5F (151037.560000 sec): 3 clusters
  Score: Raw -2395737.729296 + Penalty 4802.008311 = -2390935.720985
  nChanged 686
		SP:Iteration 6Q (151037.830000 sec): 3 clusters
  Score: Raw -2396058.369808 + Penalty 4802.008311 = -2391256.361497
  nChanged 569
		SP:Iteration 7Q (151038.170000 sec): 3 clusters
  Score: Raw -2396297.545329 + Penalty 4802.008311 = -2391495.537018
  nChanged 485
		SP:Iteration 8Q (151038.480000 sec): 3 clusters
  Score: Raw -2396513.464005 + Penalty 4802.008311 = -2391711.455694
  nChanged 449
		SP:Iteration 9Q (151038.800000 sec): 3 clusters
  Score: Raw -2396710.063090 + Penalty 4802.008311 = -2391908.054779
  nChanged 398
		SP:Iteration 10Q (151039.080000 sec): 3 clusters
  Score: Raw -2396874.661726 + Penalty 4802.008311 = -2392072.653415
  nChanged 356
		SP:Iteration 11Q (151039.320000 sec): 3 clusters
  Score: Raw -2397013.602537 + Penalty 4802.008311 = -2392211.594226
  nChanged 334
		SP:Iteration 12Q (151039.580000 sec): 3 clusters
  Score: Raw -2397148.873581 + Penalty 4802.008311 = -2392346.865270
  nChanged 316
		SP:Iteration 13Q (151039.910000 sec): 3 clusters
  Score: Raw -2397248.838380 + Penalty 4802.008311 = -2392446.830069
  nChanged 227
		SP:Iteration 14Q (151040.210000 sec): 3 clusters
  Score: Raw -2397317.770683 + Penalty 4802.008311 = -2392515.762372
  nChanged 206
		SP:Iteration 15Q (151040.480000 sec): 3 clusters
  Score: Raw -2397377.131143 + Penalty 4802.008311 = -2392575.122832
  nChanged 198
		SP:Iteration 16Q (151040.750000 sec): 3 clusters
  Score: Raw -2397437.468878 + Penalty 4802.008311 = -2392635.460567
  nChanged 191
		SP:Iteration 17Q (151041.040000 sec): 3 clusters
  Score: Raw -2397495.695115 + Penalty 4802.008311 = -2392693.686804
  nChanged 169
		SP:Iteration 18Q (151041.330000 sec): 3 clusters
  Score: Raw -2397540.079103 + Penalty 4802.008311 = -2392738.070792
  nChanged 155
		SP:Iteration 19Q (151041.610000 sec): 3 clusters
  Score: Raw -2397577.310509 + Penalty 4802.008311 = -2392775.302198
  nChanged 150
		SP:Iteration 20F (151041.870000 sec): 3 clusters
  Score: Raw -2397614.818592 + Penalty 4802.008311 = -2392812.810281
  nChanged 134
		SP:Iteration 21Q (151042.130000 sec): 3 clusters
  Score: Raw -2397652.475779 + Penalty 4802.008311 = -2392850.467468
  nChanged 140
		SP:Iteration 22Q (151042.440000 sec): 3 clusters
  Score: Raw -2397689.067635 + Penalty 4802.008311 = -2392887.059324
  nChanged 120
		SP:Iteration 23Q (151042.700000 sec): 3 clusters
  Score: Raw -2397720.870113 + Penalty 4802.008311 = -2392918.861802
  nChanged 138
		SP:Iteration 24Q (151042.970000 sec): 3 clusters
  Score: Raw -2397757.789422 + Penalty 4802.008311 = -2392955.781111
  nChanged 143
		SP:Iteration 25Q (151043.350000 sec): 3 clusters
  Score: Raw -2397801.484183 + Penalty 4802.008311 = -2392999.475872
  nChanged 137
		SP:Iteration 26Q (151043.640000 sec): 3 clusters
  Score: Raw -2397843.501854 + Penalty 4802.008311 = -2393041.493543
  nChanged 152
		SP:Iteration 27Q (151044.030000 sec): 3 clusters
  Score: Raw -2397889.978057 + Penalty 4802.008311 = -2393087.969746
  nChanged 145
		SP:Iteration 28Q (151044.350000 sec): 3 clusters
  Score: Raw -2397936.324171 + Penalty 4802.008311 = -2393134.315860
  nChanged 144
		SP:Iteration 29Q (151044.730000 sec): 3 clusters
  Score: Raw -2397980.052149 + Penalty 4802.008311 = -2393178.043838
  nChanged 147
		SP:Iteration 30Q (151045.040000 sec): 3 clusters
  Score: Raw -2398023.595600 + Penalty 4802.008311 = -2393221.587289
  nChanged 147
		SP:Iteration 31Q (151045.330000 sec): 3 clusters
  Score: Raw -2398064.545976 + Penalty 4802.008311 = -2393262.537665
  nChanged 135
		SP:Iteration 32Q (151045.660000 sec): 3 clusters
  Score: Raw -2398102.808351 + Penalty 4802.008311 = -2393300.800041
  nChanged 138
		SP:Iteration 33Q (151045.940000 sec): 3 clusters
  Score: Raw -2398145.382202 + Penalty 4802.008311 = -2393343.373891
  nChanged 125
		SP:Iteration 34Q (151046.210000 sec): 3 clusters
  Score: Raw -2398182.617502 + Penalty 4802.008311 = -2393380.609191
  nChanged 129
		SP:Iteration 35Q (151046.530000 sec): 3 clusters
  Score: Raw -2398227.267340 + Penalty 4802.008311 = -2393425.259029
  nChanged 142
		SP:Iteration 36Q (151046.740000 sec): 3 clusters
  Score: Raw -2398277.708911 + Penalty 4802.008311 = -2393475.700600
  nChanged 135
		SP:Iteration 37Q (151047.080000 sec): 3 clusters
  Score: Raw -2398325.280843 + Penalty 4802.008311 = -2393523.272532
  nChanged 136
		SP:Iteration 38Q (151047.390000 sec): 3 clusters
  Score: Raw -2398378.222044 + Penalty 4802.008311 = -2393576.213733
  nChanged 122
		SP:Iteration 39Q (151047.660000 sec): 3 clusters
  Score: Raw -2398427.768941 + Penalty 4802.008311 = -2393625.760630
  nChanged 124
		SP:Iteration 40F (151048.030000 sec): 3 clusters
  Score: Raw -2398474.951945 + Penalty 4802.008311 = -2393672.943634
  nChanged 123
		SP:Iteration 41Q (151048.280000 sec): 3 clusters
  Score: Raw -2398517.322669 + Penalty 4802.008311 = -2393715.314358
  nChanged 108
		SP:Iteration 42Q (151048.590000 sec): 3 clusters
  Score: Raw -2398556.325033 + Penalty 4802.008311 = -2393754.316722
  nChanged 82
		SP:Iteration 43Q (151048.880000 sec): 3 clusters
  Score: Raw -2398587.927530 + Penalty 4802.008311 = -2393785.919219
  nChanged 81
		SP:Iteration 44Q (151049.120000 sec): 3 clusters
  Score: Raw -2398617.182413 + Penalty 4802.008311 = -2393815.174102
  nChanged 79
		SP:Iteration 45Q (151049.400000 sec): 3 clusters
  Score: Raw -2398646.358121 + Penalty 4802.008311 = -2393844.349810
  nChanged 56
		SP:Iteration 46Q (151049.610000 sec): 3 clusters
  Score: Raw -2398668.861469 + Penalty 4802.008311 = -2393866.853158
  nChanged 44
		SP:Iteration 47Q (151049.870000 sec): 3 clusters
  Score: Raw -2398684.530505 + Penalty 4802.008311 = -2393882.522194
  nChanged 50
		SP:Iteration 48Q (151050.090000 sec): 3 clusters
  Score: Raw -2398705.369259 + Penalty 4802.008311 = -2393903.360948
  nChanged 43
		SP:Iteration 49Q (151050.340000 sec): 3 clusters
  Score: Raw -2398723.900127 + Penalty 4802.008311 = -2393921.891816
  nChanged 29
		SP:Iteration 50Q (151050.600000 sec): 3 clusters
  Score: Raw -2398735.028990 + Penalty 4802.008311 = -2393933.020679
  nChanged 35
		SP:Iteration 51Q (151050.930000 sec): 3 clusters
  Score: Raw -2398748.850650 + Penalty 4802.008311 = -2393946.842339
  nChanged 29
		SP:Iteration 52Q (151051.180000 sec): 3 clusters
  Score: Raw -2398759.132179 + Penalty 4802.008311 = -2393957.123868
  nChanged 31
		SP:Iteration 53Q (151051.530000 sec): 3 clusters
  Score: Raw -2398767.703536 + Penalty 4802.008311 = -2393965.695225
  nChanged 21
		SP:Iteration 54Q (151051.790000 sec): 3 clusters
  Score: Raw -2398777.780976 + Penalty 4802.008311 = -2393975.772665
  nChanged 25
		SP:Iteration 55Q (151052.100000 sec): 3 clusters
  Score: Raw -2398787.101480 + Penalty 4802.008311 = -2393985.093169
  nChanged 30
		SP:Iteration 56Q (151052.370000 sec): 3 clusters
  Score: Raw -2398799.023351 + Penalty 4802.008311 = -2393997.015040
  nChanged 22
		SP:Iteration 57Q (151052.700000 sec): 3 clusters
  Score: Raw -2398805.654525 + Penalty 4802.008311 = -2394003.646214
  nChanged 19
		SP:Iteration 58Q (151052.990000 sec): 3 clusters
  Score: Raw -2398812.197974 + Penalty 4802.008311 = -2394010.189663
  nChanged 27
		SP:Iteration 59Q (151053.270000 sec): 3 clusters
  Score: Raw -2398822.008487 + Penalty 4802.008311 = -2394020.000176
  nChanged 28
		SP:Iteration 60F (151053.490000 sec): 3 clusters
  Score: Raw -2398831.568546 + Penalty 4802.008311 = -2394029.560235
  nChanged 27
		SP:Iteration 61Q (151053.760000 sec): 3 clusters
  Score: Raw -2398842.079294 + Penalty 4802.008311 = -2394040.070983
  nChanged 21
		SP:Iteration 62Q (151054.020000 sec): 3 clusters
  Score: Raw -2398851.341496 + Penalty 4802.008311 = -2394049.333185
  nChanged 25
		SP:Iteration 63Q (151054.270000 sec): 3 clusters
  Score: Raw -2398861.396378 + Penalty 4802.008311 = -2394059.388067
  nChanged 25
		SP:Iteration 64Q (151054.540000 sec): 3 clusters
  Score: Raw -2398874.137268 + Penalty 4802.008311 = -2394072.128957
  nChanged 27
		SP:Iteration 65Q (151054.860000 sec): 3 clusters
  Score: Raw -2398889.051659 + Penalty 4802.008311 = -2394087.043348
  nChanged 29
		SP:Iteration 66Q (151055.200000 sec): 3 clusters
  Score: Raw -2398899.535413 + Penalty 4802.008311 = -2394097.527102
  nChanged 20
		SP:Iteration 67Q (151055.450000 sec): 3 clusters
  Score: Raw -2398906.345459 + Penalty 4802.008311 = -2394104.337148
  nChanged 15
		SP:Iteration 68Q (151055.750000 sec): 3 clusters
  Score: Raw -2398910.878732 + Penalty 4802.008311 = -2394108.870421
  nChanged 18
		SP:Iteration 69Q (151056.010000 sec): 3 clusters
  Score: Raw -2398916.181502 + Penalty 4802.008311 = -2394114.173191
  nChanged 12
		SP:Iteration 70Q (151056.330000 sec): 3 clusters
  Score: Raw -2398919.625729 + Penalty 4802.008311 = -2394117.617418
  nChanged 6
		SP:Iteration 71Q (151056.560000 sec): 3 clusters
  Score: Raw -2398921.706183 + Penalty 4802.008311 = -2394119.697872
  nChanged 2
		SP:Iteration 72Q (151056.890000 sec): 3 clusters
  Score: Raw -2398922.121250 + Penalty 4802.008311 = -2394120.112939
  nChanged 2
		SP:Iteration 73Q (151057.210000 sec): 3 clusters
  Score: Raw -2398922.527892 + Penalty 4802.008311 = -2394120.519581
  nChanged 2
		SP:Iteration 74Q (151057.490000 sec): 3 clusters
  Score: Raw -2398922.919357 + Penalty 4802.008311 = -2394120.911046
  nChanged 1
		SP:Iteration 75Q (151057.840000 sec): 3 clusters
  Score: Raw -2398923.203840 + Penalty 4802.008311 = -2394121.195529
  nChanged 0
		SP:Iteration 76F (151058.190000 sec): 3 clusters
  Score: Raw -2398923.203840 + Penalty 4802.008311 = -2394121.195529
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (13131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151058.330000 sec): 2 clusters
  Score: Raw -2114827.483085 + Penalty 2351.717319 = -2112475.765766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151058.670000 sec): 3 clusters
  Score: Raw -2107585.194033 + Penalty 4703.434638 = -2102881.759394
  nChanged 5556
		SP:Iteration 1F (151059.030000 sec): 3 clusters
  Score: Raw -2110458.145012 + Penalty 4703.434638 = -2105754.710374
  nChanged 750
		SP:Iteration 2F (151059.410000 sec): 3 clusters
  Score: Raw -2110769.441968 + Penalty 4703.434638 = -2106066.007330
  nChanged 599
		SP:Iteration 3Q (151059.730000 sec): 3 clusters
  Score: Raw -2110989.749021 + Penalty 4703.434638 = -2106286.314382
  nChanged 494
		SP:Iteration 4Q (151060.090000 sec): 3 clusters
  Score: Raw -2111182.153104 + Penalty 4703.434638 = -2106478.718466
  nChanged 469
		SP:Iteration 5Q (151060.310000 sec): 3 clusters
  Score: Raw -2111364.663182 + Penalty 4703.434638 = -2106661.228544
  nChanged 497
		SP:Iteration 6Q (151060.600000 sec): 3 clusters
  Score: Raw -2111614.137985 + Penalty 4703.434638 = -2106910.703347
  nChanged 537
		SP:Iteration 7Q (151060.870000 sec): 3 clusters
  Score: Raw -2111917.779948 + Penalty 4703.434638 = -2107214.345310
  nChanged 598
		SP:Iteration 8Q (151061.190000 sec): 3 clusters
  Score: Raw -2112318.289768 + Penalty 4703.434638 = -2107614.855130
  nChanged 681
		SP:Iteration 9F (151061.470000 sec): 3 clusters
  Score: Raw -2112803.490181 + Penalty 4703.434638 = -2108100.055542
  nChanged 690
		SP:Iteration 10F (151061.780000 sec): 3 clusters
  Score: Raw -2113392.718821 + Penalty 4703.434638 = -2108689.284183
  nChanged 703
		SP:Iteration 11F (151062.020000 sec): 3 clusters
  Score: Raw -2114018.626034 + Penalty 4703.434638 = -2109315.191395
  nChanged 689
		SP:Iteration 12F (151062.270000 sec): 3 clusters
  Score: Raw -2114619.467166 + Penalty 4703.434638 = -2109916.032527
  nChanged 545
		SP:Iteration 13Q (151062.550000 sec): 3 clusters
  Score: Raw -2115015.640066 + Penalty 4703.434638 = -2110312.205428
  nChanged 417
		SP:Iteration 14Q (151062.740000 sec): 3 clusters
  Score: Raw -2115242.622406 + Penalty 4703.434638 = -2110539.187768
  nChanged 287
		SP:Iteration 15Q (151063.050000 sec): 3 clusters
  Score: Raw -2115361.292293 + Penalty 4703.434638 = -2110657.857655
  nChanged 200
		SP:Iteration 16Q (151063.330000 sec): 3 clusters
  Score: Raw -2115433.851470 + Penalty 4703.434638 = -2110730.416831
  nChanged 141
		SP:Iteration 17Q (151063.640000 sec): 3 clusters
  Score: Raw -2115472.731801 + Penalty 4703.434638 = -2110769.297162
  nChanged 110
		SP:Iteration 18Q (151063.960000 sec): 3 clusters
  Score: Raw -2115500.115830 + Penalty 4703.434638 = -2110796.681191
  nChanged 88
		SP:Iteration 19Q (151064.220000 sec): 3 clusters
  Score: Raw -2115518.243310 + Penalty 4703.434638 = -2110814.808672
  nChanged 54
		SP:Iteration 20F (151064.550000 sec): 3 clusters
  Score: Raw -2115527.739174 + Penalty 4703.434638 = -2110824.304535
  nChanged 47
		SP:Iteration 21Q (151064.830000 sec): 3 clusters
  Score: Raw -2115536.394674 + Penalty 4703.434638 = -2110832.960036
  nChanged 34
		SP:Iteration 22Q (151065.120000 sec): 3 clusters
  Score: Raw -2115541.242935 + Penalty 4703.434638 = -2110837.808297
  nChanged 25
		SP:Iteration 23Q (151065.400000 sec): 3 clusters
  Score: Raw -2115544.810570 + Penalty 4703.434638 = -2110841.375931
  nChanged 21
		SP:Iteration 24Q (151065.680000 sec): 3 clusters
  Score: Raw -2115547.892247 + Penalty 4703.434638 = -2110844.457609
  nChanged 20
		SP:Iteration 25Q (151065.900000 sec): 3 clusters
  Score: Raw -2115551.785632 + Penalty 4703.434638 = -2110848.350994
  nChanged 21
		SP:Iteration 26Q (151066.190000 sec): 3 clusters
  Score: Raw -2115554.935103 + Penalty 4703.434638 = -2110851.500465
  nChanged 16
		SP:Iteration 27Q (151066.480000 sec): 3 clusters
  Score: Raw -2115556.546439 + Penalty 4703.434638 = -2110853.111801
  nChanged 6
		SP:Iteration 28Q (151066.780000 sec): 3 clusters
  Score: Raw -2115557.085095 + Penalty 4703.434638 = -2110853.650457
  nChanged 4
		SP:Iteration 29Q (151067.020000 sec): 3 clusters
  Score: Raw -2115557.422501 + Penalty 4703.434638 = -2110853.987863
  nChanged 4
		SP:Iteration 30Q (151067.350000 sec): 3 clusters
  Score: Raw -2115557.986024 + Penalty 4703.434638 = -2110854.551385
  nChanged 2
		SP:Iteration 31Q (151067.660000 sec): 3 clusters
  Score: Raw -2115558.184224 + Penalty 4703.434638 = -2110854.749585
  nChanged 2
		SP:Iteration 32Q (151067.970000 sec): 3 clusters
  Score: Raw -2115558.255600 + Penalty 4703.434638 = -2110854.820962
  nChanged 0
		SP:Iteration 33F (151068.220000 sec): 3 clusters
  Score: Raw -2115558.255600 + Penalty 4703.434638 = -2110854.820962
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151068.360000 sec): 2 clusters
  Score: Raw -111702.872700 + Penalty 1647.336727 = -110055.535973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151068.500000 sec): 3 clusters
  Score: Raw -111694.820251 + Penalty 3294.673453 = -108400.146798
  nChanged 199
		SP:Iteration 1F (151068.640000 sec): 3 clusters
  Score: Raw -112087.259941 + Penalty 3294.673453 = -108792.586488
  nChanged 71
		SP:Iteration 2F (151068.800000 sec): 3 clusters
  Score: Raw -112228.543887 + Penalty 3294.673453 = -108933.870434
  nChanged 32
		SP:Iteration 3Q (151068.980000 sec): 3 clusters
  Score: Raw -112353.917762 + Penalty 3294.673453 = -109059.244309
  nChanged 26
		SP:Iteration 4Q (151069.170000 sec): 3 clusters
  Score: Raw -112421.854835 + Penalty 3294.673453 = -109127.181382
  nChanged 17
		SP:Iteration 5Q (151069.350000 sec): 3 clusters
  Score: Raw -112452.847166 + Penalty 3294.673453 = -109158.173712
  nChanged 9
		SP:Iteration 6Q (151069.530000 sec): 3 clusters
  Score: Raw -112470.835899 + Penalty 3294.673453 = -109176.162446
  nChanged 6
		SP:Iteration 7Q (151069.710000 sec): 3 clusters
  Score: Raw -112488.646989 + Penalty 3294.673453 = -109193.973536
  nChanged 5
		SP:Iteration 8Q (151069.950000 sec): 3 clusters
  Score: Raw -112504.815557 + Penalty 3294.673453 = -109210.142103
  nChanged 4
		SP:Iteration 9Q (151070.250000 sec): 3 clusters
  Score: Raw -112509.874209 + Penalty 3294.673453 = -109215.200756
  nChanged 0
		SP:Iteration 10F (151070.480000 sec): 3 clusters
  Score: Raw -112509.874209 + Penalty 3294.673453 = -109215.200756
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (18573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151070.720000 sec): 2 clusters
  Score: Raw -2719527.428489 + Penalty 2437.707120 = -2717089.721369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151071.090000 sec): 3 clusters
  Score: Raw -2708785.977096 + Penalty 4875.414239 = -2703910.562857
  nChanged 8132
		SP:Iteration 1F (151071.460000 sec): 3 clusters
  Score: Raw -2713386.006811 + Penalty 4875.414239 = -2708510.592572
  nChanged 1301
		SP:Iteration 2F (151071.810000 sec): 3 clusters
  Score: Raw -2714123.969867 + Penalty 4875.414239 = -2709248.555628
  nChanged 1225
		SP:Iteration 3F (151072.110000 sec): 3 clusters
  Score: Raw -2714847.248355 + Penalty 4875.414239 = -2709971.834115
  nChanged 1196
		SP:Iteration 4F (151072.520000 sec): 3 clusters
  Score: Raw -2715493.766027 + Penalty 4875.414239 = -2710618.351788
  nChanged 991
		SP:Iteration 5F (151072.840000 sec): 3 clusters
  Score: Raw -2715973.023242 + Penalty 4875.414239 = -2711097.609003
  nChanged 831
		SP:Iteration 6Q (151073.190000 sec): 3 clusters
  Score: Raw -2716333.347803 + Penalty 4875.414239 = -2711457.933564
  nChanged 722
		SP:Iteration 7Q (151073.570000 sec): 3 clusters
  Score: Raw -2716619.757398 + Penalty 4875.414239 = -2711744.343158
  nChanged 573
		SP:Iteration 8Q (151073.940000 sec): 3 clusters
  Score: Raw -2716814.949672 + Penalty 4875.414239 = -2711939.535433
  nChanged 481
		SP:Iteration 9Q (151074.270000 sec): 3 clusters
  Score: Raw -2716987.671250 + Penalty 4875.414239 = -2712112.257010
  nChanged 452
		SP:Iteration 10Q (151074.640000 sec): 3 clusters
  Score: Raw -2717152.477925 + Penalty 4875.414239 = -2712277.063685
  nChanged 427
		SP:Iteration 11Q (151074.960000 sec): 3 clusters
  Score: Raw -2717310.202275 + Penalty 4875.414239 = -2712434.788036
  nChanged 397
		SP:Iteration 12Q (151075.310000 sec): 3 clusters
  Score: Raw -2717461.837463 + Penalty 4875.414239 = -2712586.423224
  nChanged 383
		SP:Iteration 13Q (151075.610000 sec): 3 clusters
  Score: Raw -2717613.733047 + Penalty 4875.414239 = -2712738.318808
  nChanged 386
		SP:Iteration 14Q (151075.950000 sec): 3 clusters
  Score: Raw -2717783.624091 + Penalty 4875.414239 = -2712908.209851
  nChanged 426
		SP:Iteration 15Q (151076.300000 sec): 3 clusters
  Score: Raw -2717966.607839 + Penalty 4875.414239 = -2713091.193599
  nChanged 413
		SP:Iteration 16Q (151076.600000 sec): 3 clusters
  Score: Raw -2718167.025759 + Penalty 4875.414239 = -2713291.611519
  nChanged 451
		SP:Iteration 17Q (151076.960000 sec): 3 clusters
  Score: Raw -2718404.625435 + Penalty 4875.414239 = -2713529.211196
  nChanged 474
		SP:Iteration 18Q (151077.290000 sec): 3 clusters
  Score: Raw -2718632.652322 + Penalty 4875.414239 = -2713757.238082
  nChanged 418
		SP:Iteration 19Q (151077.560000 sec): 3 clusters
  Score: Raw -2718812.160786 + Penalty 4875.414239 = -2713936.746547
  nChanged 365
		SP:Iteration 20F (151077.800000 sec): 3 clusters
  Score: Raw -2718973.156115 + Penalty 4875.414239 = -2714097.741876
  nChanged 352
		SP:Iteration 21Q (151078.040000 sec): 3 clusters
  Score: Raw -2719111.727720 + Penalty 4875.414239 = -2714236.313480
  nChanged 278
		SP:Iteration 22Q (151078.380000 sec): 3 clusters
  Score: Raw -2719204.683993 + Penalty 4875.414239 = -2714329.269754
  nChanged 237
		SP:Iteration 23Q (151078.710000 sec): 3 clusters
  Score: Raw -2719287.295386 + Penalty 4875.414239 = -2714411.881147
  nChanged 218
		SP:Iteration 24Q (151079.040000 sec): 3 clusters
  Score: Raw -2719359.027521 + Penalty 4875.414239 = -2714483.613282
  nChanged 214
		SP:Iteration 25Q (151079.300000 sec): 3 clusters
  Score: Raw -2719439.080543 + Penalty 4875.414239 = -2714563.666304
  nChanged 233
		SP:Iteration 26Q (151079.640000 sec): 3 clusters
  Score: Raw -2719523.184526 + Penalty 4875.414239 = -2714647.770287
  nChanged 229
		SP:Iteration 27Q (151079.990000 sec): 3 clusters
  Score: Raw -2719607.692054 + Penalty 4875.414239 = -2714732.277815
  nChanged 235
		SP:Iteration 28Q (151080.400000 sec): 3 clusters
  Score: Raw -2719694.871911 + Penalty 4875.414239 = -2714819.457671
  nChanged 230
		SP:Iteration 29Q (151080.740000 sec): 3 clusters
  Score: Raw -2719787.868482 + Penalty 4875.414239 = -2714912.454243
  nChanged 224
		SP:Iteration 30Q (151081.020000 sec): 3 clusters
  Score: Raw -2719880.590739 + Penalty 4875.414239 = -2715005.176500
  nChanged 218
		SP:Iteration 31Q (151081.380000 sec): 3 clusters
  Score: Raw -2719965.455267 + Penalty 4875.414239 = -2715090.041028
  nChanged 203
		SP:Iteration 32Q (151081.680000 sec): 3 clusters
  Score: Raw -2720035.693700 + Penalty 4875.414239 = -2715160.279460
  nChanged 176
		SP:Iteration 33Q (151082.040000 sec): 3 clusters
  Score: Raw -2720091.144964 + Penalty 4875.414239 = -2715215.730725
  nChanged 162
		SP:Iteration 34Q (151082.370000 sec): 3 clusters
  Score: Raw -2720137.158356 + Penalty 4875.414239 = -2715261.744117
  nChanged 140
		SP:Iteration 35Q (151082.740000 sec): 3 clusters
  Score: Raw -2720180.465614 + Penalty 4875.414239 = -2715305.051374
  nChanged 139
		SP:Iteration 36Q (151083.100000 sec): 3 clusters
  Score: Raw -2720224.095761 + Penalty 4875.414239 = -2715348.681522
  nChanged 133
		SP:Iteration 37Q (151083.420000 sec): 3 clusters
  Score: Raw -2720264.494230 + Penalty 4875.414239 = -2715389.079991
  nChanged 148
		SP:Iteration 38Q (151083.760000 sec): 3 clusters
  Score: Raw -2720301.331743 + Penalty 4875.414239 = -2715425.917504
  nChanged 125
		SP:Iteration 39Q (151084.020000 sec): 3 clusters
  Score: Raw -2720328.049654 + Penalty 4875.414239 = -2715452.635414
  nChanged 93
		SP:Iteration 40F (151084.360000 sec): 3 clusters
  Score: Raw -2720346.419906 + Penalty 4875.414239 = -2715471.005667
  nChanged 88
		SP:Iteration 41Q (151084.700000 sec): 3 clusters
  Score: Raw -2720365.213628 + Penalty 4875.414239 = -2715489.799388
  nChanged 95
		SP:Iteration 42Q (151085.050000 sec): 3 clusters
  Score: Raw -2720385.932794 + Penalty 4875.414239 = -2715510.518555
  nChanged 81
		SP:Iteration 43Q (151085.410000 sec): 3 clusters
  Score: Raw -2720404.039768 + Penalty 4875.414239 = -2715528.625529
  nChanged 77
		SP:Iteration 44Q (151085.750000 sec): 3 clusters
  Score: Raw -2720422.217073 + Penalty 4875.414239 = -2715546.802834
  nChanged 89
		SP:Iteration 45Q (151086.100000 sec): 3 clusters
  Score: Raw -2720443.478463 + Penalty 4875.414239 = -2715568.064224
  nChanged 91
		SP:Iteration 46Q (151086.400000 sec): 3 clusters
  Score: Raw -2720463.209740 + Penalty 4875.414239 = -2715587.795501
  nChanged 79
		SP:Iteration 47Q (151086.760000 sec): 3 clusters
  Score: Raw -2720480.135159 + Penalty 4875.414239 = -2715604.720920
  nChanged 78
		SP:Iteration 48Q (151087.100000 sec): 3 clusters
  Score: Raw -2720501.890525 + Penalty 4875.414239 = -2715626.476285
  nChanged 88
		SP:Iteration 49Q (151087.480000 sec): 3 clusters
  Score: Raw -2720520.101732 + Penalty 4875.414239 = -2715644.687492
  nChanged 66
		SP:Iteration 50Q (151087.910000 sec): 3 clusters
  Score: Raw -2720532.581115 + Penalty 4875.414239 = -2715657.166875
  nChanged 65
		SP:Iteration 51Q (151088.170000 sec): 3 clusters
  Score: Raw -2720545.437599 + Penalty 4875.414239 = -2715670.023360
  nChanged 48
		SP:Iteration 52Q (151088.540000 sec): 3 clusters
  Score: Raw -2720553.987387 + Penalty 4875.414239 = -2715678.573147
  nChanged 49
		SP:Iteration 53Q (151088.930000 sec): 3 clusters
  Score: Raw -2720562.395608 + Penalty 4875.414239 = -2715686.981369
  nChanged 43
		SP:Iteration 54Q (151089.270000 sec): 3 clusters
  Score: Raw -2720569.066239 + Penalty 4875.414239 = -2715693.652000
  nChanged 40
		SP:Iteration 55Q (151089.600000 sec): 3 clusters
  Score: Raw -2720576.576677 + Penalty 4875.414239 = -2715701.162438
  nChanged 42
		SP:Iteration 56Q (151090.030000 sec): 3 clusters
  Score: Raw -2720585.326472 + Penalty 4875.414239 = -2715709.912233
  nChanged 51
		SP:Iteration 57Q (151090.350000 sec): 3 clusters
  Score: Raw -2720595.105612 + Penalty 4875.414239 = -2715719.691372
  nChanged 49
		SP:Iteration 58Q (151090.740000 sec): 3 clusters
  Score: Raw -2720604.763369 + Penalty 4875.414239 = -2715729.349129
  nChanged 41
		SP:Iteration 59Q (151091.120000 sec): 3 clusters
  Score: Raw -2720612.083803 + Penalty 4875.414239 = -2715736.669564
  nChanged 42
		SP:Iteration 60F (151091.510000 sec): 3 clusters
  Score: Raw -2720620.499529 + Penalty 4875.414239 = -2715745.085290
  nChanged 49
		SP:Iteration 61Q (151091.830000 sec): 3 clusters
  Score: Raw -2720629.005849 + Penalty 4875.414239 = -2715753.591610
  nChanged 41
		SP:Iteration 62Q (151092.150000 sec): 3 clusters
  Score: Raw -2720635.108540 + Penalty 4875.414239 = -2715759.694301
  nChanged 26
		SP:Iteration 63Q (151092.470000 sec): 3 clusters
  Score: Raw -2720639.534512 + Penalty 4875.414239 = -2715764.120273
  nChanged 34
		SP:Iteration 64Q (151092.730000 sec): 3 clusters
  Score: Raw -2720645.871388 + Penalty 4875.414239 = -2715770.457148
  nChanged 29
		SP:Iteration 65Q (151093.110000 sec): 3 clusters
  Score: Raw -2720651.049084 + Penalty 4875.414239 = -2715775.634845
  nChanged 29
		SP:Iteration 66Q (151093.350000 sec): 3 clusters
  Score: Raw -2720657.576250 + Penalty 4875.414239 = -2715782.162010
  nChanged 40
		SP:Iteration 67Q (151093.650000 sec): 3 clusters
  Score: Raw -2720668.992647 + Penalty 4875.414239 = -2715793.578408
  nChanged 50
		SP:Iteration 68Q (151094.000000 sec): 3 clusters
  Score: Raw -2720681.995625 + Penalty 4875.414239 = -2715806.581386
  nChanged 51
		SP:Iteration 69Q (151094.260000 sec): 3 clusters
  Score: Raw -2720693.230491 + Penalty 4875.414239 = -2715817.816252
  nChanged 46
		SP:Iteration 70Q (151094.570000 sec): 3 clusters
  Score: Raw -2720703.320633 + Penalty 4875.414239 = -2715827.906394
  nChanged 38
		SP:Iteration 71Q (151094.890000 sec): 3 clusters
  Score: Raw -2720711.860799 + Penalty 4875.414239 = -2715836.446560
  nChanged 29
		SP:Iteration 72Q (151095.160000 sec): 3 clusters
  Score: Raw -2720718.066526 + Penalty 4875.414239 = -2715842.652287
  nChanged 35
		SP:Iteration 73Q (151095.550000 sec): 3 clusters
  Score: Raw -2720724.350479 + Penalty 4875.414239 = -2715848.936240
  nChanged 26
		SP:Iteration 74Q (151095.850000 sec): 3 clusters
  Score: Raw -2720728.386931 + Penalty 4875.414239 = -2715852.972692
  nChanged 26
		SP:Iteration 75Q (151096.220000 sec): 3 clusters
  Score: Raw -2720733.752309 + Penalty 4875.414239 = -2715858.338070
  nChanged 34
		SP:Iteration 76Q (151096.510000 sec): 3 clusters
  Score: Raw -2720740.544411 + Penalty 4875.414239 = -2715865.130172
  nChanged 33
		SP:Iteration 77Q (151096.840000 sec): 3 clusters
  Score: Raw -2720746.251963 + Penalty 4875.414239 = -2715870.837724
  nChanged 29
		SP:Iteration 78Q (151097.190000 sec): 3 clusters
  Score: Raw -2720751.959129 + Penalty 4875.414239 = -2715876.544890
  nChanged 27
		SP:Iteration 79Q (151097.550000 sec): 3 clusters
  Score: Raw -2720757.833057 + Penalty 4875.414239 = -2715882.418818
  nChanged 35
		SP:Iteration 80F (151097.970000 sec): 3 clusters
  Score: Raw -2720765.090392 + Penalty 4875.414239 = -2715889.676153
  nChanged 28
		SP:Iteration 81Q (151098.290000 sec): 3 clusters
  Score: Raw -2720770.160275 + Penalty 4875.414239 = -2715894.746036
  nChanged 29
		SP:Iteration 82Q (151098.610000 sec): 3 clusters
  Score: Raw -2720776.952580 + Penalty 4875.414239 = -2715901.538341
  nChanged 33
		SP:Iteration 83Q (151098.940000 sec): 3 clusters
  Score: Raw -2720784.789507 + Penalty 4875.414239 = -2715909.375267
  nChanged 40
		SP:Iteration 84Q (151099.300000 sec): 3 clusters
  Score: Raw -2720794.503163 + Penalty 4875.414239 = -2715919.088924
  nChanged 31
		SP:Iteration 85Q (151099.560000 sec): 3 clusters
  Score: Raw -2720802.690480 + Penalty 4875.414239 = -2715927.276241
  nChanged 36
		SP:Iteration 86Q (151099.850000 sec): 3 clusters
  Score: Raw -2720809.024318 + Penalty 4875.414239 = -2715933.610078
  nChanged 25
		SP:Iteration 87Q (151100.170000 sec): 3 clusters
  Score: Raw -2720813.367172 + Penalty 4875.414239 = -2715937.952933
  nChanged 20
		SP:Iteration 88Q (151100.430000 sec): 3 clusters
  Score: Raw -2720816.855095 + Penalty 4875.414239 = -2715941.440855
  nChanged 21
		SP:Iteration 89Q (151100.710000 sec): 3 clusters
  Score: Raw -2720820.927750 + Penalty 4875.414239 = -2715945.513510
  nChanged 29
		SP:Iteration 90Q (151101.060000 sec): 3 clusters
  Score: Raw -2720825.914279 + Penalty 4875.414239 = -2715950.500040
  nChanged 23
		SP:Iteration 91Q (151101.440000 sec): 3 clusters
  Score: Raw -2720829.454925 + Penalty 4875.414239 = -2715954.040686
  nChanged 18
		SP:Iteration 92Q (151101.800000 sec): 3 clusters
  Score: Raw -2720832.024628 + Penalty 4875.414239 = -2715956.610388
  nChanged 14
		SP:Iteration 93Q (151102.130000 sec): 3 clusters
  Score: Raw -2720834.362263 + Penalty 4875.414239 = -2715958.948024
  nChanged 18
		SP:Iteration 94Q (151102.450000 sec): 3 clusters
  Score: Raw -2720837.968310 + Penalty 4875.414239 = -2715962.554070
  nChanged 18
		SP:Iteration 95Q (151102.830000 sec): 3 clusters
  Score: Raw -2720841.067918 + Penalty 4875.414239 = -2715965.653679
  nChanged 13
		SP:Iteration 96Q (151103.250000 sec): 3 clusters
  Score: Raw -2720843.030620 + Penalty 4875.414239 = -2715967.616381
  nChanged 15
		SP:Iteration 97Q (151103.630000 sec): 3 clusters
  Score: Raw -2720845.225775 + Penalty 4875.414239 = -2715969.811536
  nChanged 13
		SP:Iteration 98Q (151103.990000 sec): 3 clusters
  Score: Raw -2720846.849722 + Penalty 4875.414239 = -2715971.435482
  nChanged 5
		SP:Iteration 99Q (151104.380000 sec): 3 clusters
  Score: Raw -2720847.741562 + Penalty 4875.414239 = -2715972.327323
  nChanged 6
		SP:Iteration 100F (151104.770000 sec): 3 clusters
  Score: Raw -2720848.615377 + Penalty 4875.414239 = -2715973.201137
  nChanged 8
		SP:Iteration 101Q (151105.150000 sec): 3 clusters
  Score: Raw -2720849.966415 + Penalty 4875.414239 = -2715974.552176
  nChanged 10
		SP:Iteration 102Q (151105.520000 sec): 3 clusters
  Score: Raw -2720851.230589 + Penalty 4875.414239 = -2715975.816350
  nChanged 8
		SP:Iteration 103Q (151105.860000 sec): 3 clusters
  Score: Raw -2720852.503747 + Penalty 4875.414239 = -2715977.089507
  nChanged 11
		SP:Iteration 104Q (151106.200000 sec): 3 clusters
  Score: Raw -2720854.005190 + Penalty 4875.414239 = -2715978.590951
  nChanged 19
		SP:Iteration 105Q (151106.530000 sec): 3 clusters
  Score: Raw -2720857.103738 + Penalty 4875.414239 = -2715981.689499
  nChanged 10
		SP:Iteration 106Q (151106.840000 sec): 3 clusters
  Score: Raw -2720858.350597 + Penalty 4875.414239 = -2715982.936358
  nChanged 9
		SP:Iteration 107Q (151107.160000 sec): 3 clusters
  Score: Raw -2720859.850953 + Penalty 4875.414239 = -2715984.436714
  nChanged 9
		SP:Iteration 108Q (151107.490000 sec): 3 clusters
  Score: Raw -2720861.862652 + Penalty 4875.414239 = -2715986.448413
  nChanged 14
		SP:Iteration 109Q (151107.790000 sec): 3 clusters
  Score: Raw -2720864.308766 + Penalty 4875.414239 = -2715988.894527
  nChanged 13
		SP:Iteration 110Q (151108.230000 sec): 3 clusters
  Score: Raw -2720866.312548 + Penalty 4875.414239 = -2715990.898309
  nChanged 13
		SP:Iteration 111Q (151108.560000 sec): 3 clusters
  Score: Raw -2720868.296298 + Penalty 4875.414239 = -2715992.882059
  nChanged 6
		SP:Iteration 112Q (151108.880000 sec): 3 clusters
  Score: Raw -2720869.441774 + Penalty 4875.414239 = -2715994.027535
  nChanged 14
		SP:Iteration 113Q (151109.280000 sec): 3 clusters
  Score: Raw -2720871.674490 + Penalty 4875.414239 = -2715996.260251
  nChanged 14
		SP:Iteration 114Q (151109.590000 sec): 3 clusters
  Score: Raw -2720873.664939 + Penalty 4875.414239 = -2715998.250700
  nChanged 14
		SP:Iteration 115Q (151109.940000 sec): 3 clusters
  Score: Raw -2720875.988061 + Penalty 4875.414239 = -2716000.573822
  nChanged 12
		SP:Iteration 116Q (151110.240000 sec): 3 clusters
  Score: Raw -2720878.208196 + Penalty 4875.414239 = -2716002.793957
  nChanged 13
		SP:Iteration 117Q (151110.580000 sec): 3 clusters
  Score: Raw -2720879.820079 + Penalty 4875.414239 = -2716004.405840
  nChanged 13
		SP:Iteration 118Q (151110.880000 sec): 3 clusters
  Score: Raw -2720881.582616 + Penalty 4875.414239 = -2716006.168377
  nChanged 17
		SP:Iteration 119Q (151111.260000 sec): 3 clusters
  Score: Raw -2720883.706748 + Penalty 4875.414239 = -2716008.292509
  nChanged 9
		SP:Iteration 120F (151111.590000 sec): 3 clusters
  Score: Raw -2720885.485734 + Penalty 4875.414239 = -2716010.071495
  nChanged 8
		SP:Iteration 121Q (151111.840000 sec): 3 clusters
  Score: Raw -2720886.587390 + Penalty 4875.414239 = -2716011.173150
  nChanged 7
		SP:Iteration 122Q (151112.180000 sec): 3 clusters
  Score: Raw -2720887.938169 + Penalty 4875.414239 = -2716012.523930
  nChanged 10
		SP:Iteration 123Q (151112.490000 sec): 3 clusters
  Score: Raw -2720890.184885 + Penalty 4875.414239 = -2716014.770646
  nChanged 11
		SP:Iteration 124Q (151112.840000 sec): 3 clusters
  Score: Raw -2720891.821770 + Penalty 4875.414239 = -2716016.407531
  nChanged 11
		SP:Iteration 125Q (151113.150000 sec): 3 clusters
  Score: Raw -2720893.493425 + Penalty 4875.414239 = -2716018.079186
  nChanged 8
		SP:Iteration 126Q (151113.440000 sec): 3 clusters
  Score: Raw -2720895.184750 + Penalty 4875.414239 = -2716019.770511
  nChanged 12
		SP:Iteration 127Q (151113.720000 sec): 3 clusters
  Score: Raw -2720897.187799 + Penalty 4875.414239 = -2716021.773559
  nChanged 13
		SP:Iteration 128Q (151114.020000 sec): 3 clusters
  Score: Raw -2720899.665428 + Penalty 4875.414239 = -2716024.251189
  nChanged 9
		SP:Iteration 129Q (151114.340000 sec): 3 clusters
  Score: Raw -2720901.307380 + Penalty 4875.414239 = -2716025.893141
  nChanged 12
		SP:Iteration 130Q (151114.660000 sec): 3 clusters
  Score: Raw -2720903.556846 + Penalty 4875.414239 = -2716028.142607
  nChanged 17
		SP:Iteration 131Q (151114.970000 sec): 3 clusters
  Score: Raw -2720907.473638 + Penalty 4875.414239 = -2716032.059399
  nChanged 19
		SP:Iteration 132Q (151115.230000 sec): 3 clusters
  Score: Raw -2720911.303773 + Penalty 4875.414239 = -2716035.889534
  nChanged 16
		SP:Iteration 133Q (151115.570000 sec): 3 clusters
  Score: Raw -2720914.276981 + Penalty 4875.414239 = -2716038.862742
  nChanged 19
		SP:Iteration 134Q (151115.870000 sec): 3 clusters
  Score: Raw -2720917.907586 + Penalty 4875.414239 = -2716042.493346
  nChanged 12
		SP:Iteration 135Q (151116.210000 sec): 3 clusters
  Score: Raw -2720920.237324 + Penalty 4875.414239 = -2716044.823085
  nChanged 14
		SP:Iteration 136Q (151116.630000 sec): 3 clusters
  Score: Raw -2720922.848853 + Penalty 4875.414239 = -2716047.434613
  nChanged 13
		SP:Iteration 137Q (151116.950000 sec): 3 clusters
  Score: Raw -2720925.116867 + Penalty 4875.414239 = -2716049.702627
  nChanged 15
		SP:Iteration 138Q (151117.330000 sec): 3 clusters
  Score: Raw -2720928.601177 + Penalty 4875.414239 = -2716053.186938
  nChanged 17
		SP:Iteration 139Q (151117.730000 sec): 3 clusters
  Score: Raw -2720931.856494 + Penalty 4875.414239 = -2716056.442254
  nChanged 12
		SP:Iteration 140F (151118.090000 sec): 3 clusters
  Score: Raw -2720933.346492 + Penalty 4875.414239 = -2716057.932252
  nChanged 11
		SP:Iteration 141Q (151118.460000 sec): 3 clusters
  Score: Raw -2720934.666568 + Penalty 4875.414239 = -2716059.252329
  nChanged 8
		SP:Iteration 142Q (151118.780000 sec): 3 clusters
  Score: Raw -2720935.940354 + Penalty 4875.414239 = -2716060.526115
  nChanged 8
		SP:Iteration 143Q (151119.110000 sec): 3 clusters
  Score: Raw -2720936.839403 + Penalty 4875.414239 = -2716061.425163
  nChanged 6
		SP:Iteration 144Q (151119.470000 sec): 3 clusters
  Score: Raw -2720937.891800 + Penalty 4875.414239 = -2716062.477561
  nChanged 7
		SP:Iteration 145Q (151119.820000 sec): 3 clusters
  Score: Raw -2720939.711859 + Penalty 4875.414239 = -2716064.297620
  nChanged 5
		SP:Iteration 146Q (151120.150000 sec): 3 clusters
  Score: Raw -2720940.631241 + Penalty 4875.414239 = -2716065.217002
  nChanged 5
		SP:Iteration 147Q (151120.510000 sec): 3 clusters
  Score: Raw -2720941.638722 + Penalty 4875.414239 = -2716066.224482
  nChanged 10
		SP:Iteration 148Q (151120.800000 sec): 3 clusters
  Score: Raw -2720943.808673 + Penalty 4875.414239 = -2716068.394434
  nChanged 8
		SP:Iteration 149Q (151121.120000 sec): 3 clusters
  Score: Raw -2720945.873317 + Penalty 4875.414239 = -2716070.459078
  nChanged 8
		SP:Iteration 150Q (151121.420000 sec): 3 clusters
  Score: Raw -2720947.975217 + Penalty 4875.414239 = -2716072.560977
  nChanged 16
		SP:Iteration 151Q (151121.740000 sec): 3 clusters
  Score: Raw -2720951.532933 + Penalty 4875.414239 = -2716076.118694
  nChanged 14
		SP:Iteration 152Q (151122.010000 sec): 3 clusters
  Score: Raw -2720954.182356 + Penalty 4875.414239 = -2716078.768117
  nChanged 11
		SP:Iteration 153Q (151122.350000 sec): 3 clusters
  Score: Raw -2720956.395499 + Penalty 4875.414239 = -2716080.981260
  nChanged 10
		SP:Iteration 154Q (151122.610000 sec): 3 clusters
  Score: Raw -2720958.483423 + Penalty 4875.414239 = -2716083.069183
  nChanged 13
		SP:Iteration 155Q (151122.940000 sec): 3 clusters
  Score: Raw -2720961.701045 + Penalty 4875.414239 = -2716086.286806
  nChanged 16
		SP:Iteration 156Q (151123.240000 sec): 3 clusters
  Score: Raw -2720964.932570 + Penalty 4875.414239 = -2716089.518330
  nChanged 14
		SP:Iteration 157Q (151123.570000 sec): 3 clusters
  Score: Raw -2720967.324015 + Penalty 4875.414239 = -2716091.909776
  nChanged 13
		SP:Iteration 158Q (151123.880000 sec): 3 clusters
  Score: Raw -2720969.935634 + Penalty 4875.414239 = -2716094.521395
  nChanged 14
		SP:Iteration 159Q (151124.110000 sec): 3 clusters
  Score: Raw -2720972.545030 + Penalty 4875.414239 = -2716097.130791
  nChanged 11
		SP:Iteration 160F (151124.410000 sec): 3 clusters
  Score: Raw -2720974.476899 + Penalty 4875.414239 = -2716099.062660
  nChanged 12
		SP:Iteration 161Q (151124.670000 sec): 3 clusters
  Score: Raw -2720977.035837 + Penalty 4875.414239 = -2716101.621597
  nChanged 10
		SP:Iteration 162Q (151124.930000 sec): 3 clusters
  Score: Raw -2720979.126331 + Penalty 4875.414239 = -2716103.712092
  nChanged 11
		SP:Iteration 163Q (151125.270000 sec): 3 clusters
  Score: Raw -2720982.043077 + Penalty 4875.414239 = -2716106.628838
  nChanged 13
		SP:Iteration 164Q (151125.510000 sec): 3 clusters
  Score: Raw -2720984.718991 + Penalty 4875.414239 = -2716109.304752
  nChanged 12
		SP:Iteration 165Q (151125.830000 sec): 3 clusters
  Score: Raw -2720987.717840 + Penalty 4875.414239 = -2716112.303601
  nChanged 12
		SP:Iteration 166Q (151126.170000 sec): 3 clusters
  Score: Raw -2720990.015236 + Penalty 4875.414239 = -2716114.600997
  nChanged 13
		SP:Iteration 167Q (151126.500000 sec): 3 clusters
  Score: Raw -2720992.413310 + Penalty 4875.414239 = -2716116.999071
  nChanged 9
		SP:Iteration 168Q (151126.830000 sec): 3 clusters
  Score: Raw -2720994.632867 + Penalty 4875.414239 = -2716119.218628
  nChanged 10
		SP:Iteration 169Q (151127.190000 sec): 3 clusters
  Score: Raw -2720997.286051 + Penalty 4875.414239 = -2716121.871812
  nChanged 11
		SP:Iteration 170Q (151127.540000 sec): 3 clusters
  Score: Raw -2721000.044790 + Penalty 4875.414239 = -2716124.630550
  nChanged 7
		SP:Iteration 171Q (151127.850000 sec): 3 clusters
  Score: Raw -2721001.386228 + Penalty 4875.414239 = -2716125.971989
  nChanged 12
		SP:Iteration 172Q (151128.170000 sec): 3 clusters
  Score: Raw -2721003.460367 + Penalty 4875.414239 = -2716128.046127
  nChanged 8
		SP:Iteration 173Q (151128.450000 sec): 3 clusters
  Score: Raw -2721004.631793 + Penalty 4875.414239 = -2716129.217554
  nChanged 3
		SP:Iteration 174Q (151128.710000 sec): 3 clusters
  Score: Raw -2721005.012255 + Penalty 4875.414239 = -2716129.598016
  nChanged 4
		SP:Iteration 175Q (151128.990000 sec): 3 clusters
  Score: Raw -2721005.941214 + Penalty 4875.414239 = -2716130.526974
  nChanged 6
		SP:Iteration 176Q (151129.270000 sec): 3 clusters
  Score: Raw -2721008.023470 + Penalty 4875.414239 = -2716132.609231
  nChanged 7
		SP:Iteration 177Q (151129.590000 sec): 3 clusters
  Score: Raw -2721009.464338 + Penalty 4875.414239 = -2716134.050098
  nChanged 6
		SP:Iteration 178Q (151129.960000 sec): 3 clusters
  Score: Raw -2721011.096476 + Penalty 4875.414239 = -2716135.682237
  nChanged 3
		SP:Iteration 179Q (151130.320000 sec): 3 clusters
  Score: Raw -2721011.834168 + Penalty 4875.414239 = -2716136.419929
  nChanged 2
		SP:Iteration 180F (151130.680000 sec): 3 clusters
  Score: Raw -2721012.199462 + Penalty 4875.414239 = -2716136.785223
  nChanged 1
		SP:Iteration 181Q (151130.990000 sec): 3 clusters
  Score: Raw -2721012.330299 + Penalty 4875.414239 = -2716136.916060
  nChanged 1
		SP:Iteration 182Q (151131.310000 sec): 3 clusters
  Score: Raw -2721012.446060 + Penalty 4875.414239 = -2716137.031821
  nChanged 0
		SP:Iteration 183F (151131.610000 sec): 3 clusters
  Score: Raw -2721012.446060 + Penalty 4875.414239 = -2716137.031821
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (272484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151133.360000 sec): 2 clusters
  Score: Raw -43573376.184565 + Penalty 3103.803124 = -43570272.381442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151135.240000 sec): 3 clusters
  Score: Raw -43393435.315146 + Penalty 6207.606247 = -43387227.708899
  nChanged 131829
		SP:Iteration 1F (151137.230000 sec): 3 clusters
  Score: Raw -43470770.745498 + Penalty 6207.606247 = -43464563.139251
  nChanged 6487
		SP:Iteration 2Q (151139.210000 sec): 3 clusters
  Score: Raw -43471812.661411 + Penalty 6207.606247 = -43465605.055164
  nChanged 6606
		SP:Iteration 3Q (151141.880000 sec): 3 clusters
  Score: Raw -43472983.401753 + Penalty 6207.606247 = -43466775.795506
  nChanged 7160
		SP:Iteration 4Q (151144.500000 sec): 3 clusters
  Score: Raw -43474457.065911 + Penalty 6207.606247 = -43468249.459663
  nChanged 8084
		SP:Iteration 5Q (151147.090000 sec): 3 clusters
  Score: Raw -43476433.282205 + Penalty 6207.606247 = -43470225.675958
  nChanged 9434
		SP:Iteration 6Q (151149.700000 sec): 3 clusters
  Score: Raw -43479289.015705 + Penalty 6207.606247 = -43473081.409458
  nChanged 11097
		SP:Iteration 7Q (151152.280000 sec): 3 clusters
  Score: Raw -43483381.885224 + Penalty 6207.606247 = -43477174.278977
  nChanged 12988
		SP:Iteration 8Q (151154.380000 sec): 3 clusters
  Score: Raw -43489200.301729 + Penalty 6207.606247 = -43482992.695482
  nChanged 14844
		SP:Iteration 9F (151156.560000 sec): 3 clusters
  Score: Raw -43497248.466273 + Penalty 6207.606247 = -43491040.860026
  nChanged 16042
		SP:Iteration 10F (151158.510000 sec): 3 clusters
  Score: Raw -43507595.825994 + Penalty 6207.606247 = -43501388.219747
  nChanged 16176
		SP:Iteration 11F (151160.650000 sec): 3 clusters
  Score: Raw -43519518.832754 + Penalty 6207.606247 = -43513311.226507
  nChanged 14429
		SP:Iteration 12F (151162.770000 sec): 3 clusters
  Score: Raw -43530389.290536 + Penalty 6207.606247 = -43524181.684289
  nChanged 11470
		SP:Iteration 13Q (151165.020000 sec): 3 clusters
  Score: Raw -43538062.389875 + Penalty 6207.606247 = -43531854.783628
  nChanged 8695
		SP:Iteration 14Q (151167.010000 sec): 3 clusters
  Score: Raw -43542929.544547 + Penalty 6207.606247 = -43536721.938300
  nChanged 6633
		SP:Iteration 15Q (151169.130000 sec): 3 clusters
  Score: Raw -43546291.656382 + Penalty 6207.606247 = -43540084.050135
  nChanged 6048
		SP:Iteration 16Q (151171.080000 sec): 3 clusters
  Score: Raw -43549277.091464 + Penalty 6207.606247 = -43543069.485217
  nChanged 5828
		SP:Iteration 17Q (151172.990000 sec): 3 clusters
  Score: Raw -43552282.691208 + Penalty 6207.606247 = -43546075.084961
  nChanged 5557
		SP:Iteration 18Q (151174.970000 sec): 3 clusters
  Score: Raw -43555275.030344 + Penalty 6207.606247 = -43549067.424097
  nChanged 5293
		SP:Iteration 19Q (151177.000000 sec): 3 clusters
  Score: Raw -43558271.480974 + Penalty 6207.606247 = -43552063.874727
  nChanged 4791
		SP:Iteration 20F (151178.910000 sec): 3 clusters
  Score: Raw -43561147.717707 + Penalty 6207.606247 = -43554940.111459
  nChanged 4276
		SP:Iteration 21Q (151180.790000 sec): 3 clusters
  Score: Raw -43563814.582487 + Penalty 6207.606247 = -43557606.976240
  nChanged 3648
		SP:Iteration 22Q (151182.500000 sec): 3 clusters
  Score: Raw -43566211.647809 + Penalty 6207.606247 = -43560004.041562
  nChanged 3035
		SP:Iteration 23Q (151184.420000 sec): 3 clusters
  Score: Raw -43568285.608771 + Penalty 6207.606247 = -43562078.002524
  nChanged 2424
		SP:Iteration 24Q (151186.450000 sec): 3 clusters
  Score: Raw -43569956.430140 + Penalty 6207.606247 = -43563748.823893
  nChanged 1787
		SP:Iteration 25Q (151188.250000 sec): 3 clusters
  Score: Raw -43571169.195153 + Penalty 6207.606247 = -43564961.588906
  nChanged 1303
		SP:Iteration 26Q (151190.030000 sec): 3 clusters
  Score: Raw -43572046.663635 + Penalty 6207.606247 = -43565839.057388
  nChanged 930
		SP:Iteration 27Q (151191.900000 sec): 3 clusters
  Score: Raw -43572643.201642 + Penalty 6207.606247 = -43566435.595394
  nChanged 631
		SP:Iteration 28Q (151193.590000 sec): 3 clusters
  Score: Raw -43573000.914860 + Penalty 6207.606247 = -43566793.308613
  nChanged 464
		SP:Iteration 29Q (151195.290000 sec): 3 clusters
  Score: Raw -43573261.590982 + Penalty 6207.606247 = -43567053.984735
  nChanged 324
		SP:Iteration 30Q (151197.070000 sec): 3 clusters
  Score: Raw -43573426.240702 + Penalty 6207.606247 = -43567218.634455
  nChanged 238
		SP:Iteration 31Q (151198.780000 sec): 3 clusters
  Score: Raw -43573533.256353 + Penalty 6207.606247 = -43567325.650106
  nChanged 200
		SP:Iteration 32Q (151200.540000 sec): 3 clusters
  Score: Raw -43573627.483329 + Penalty 6207.606247 = -43567419.877082
  nChanged 159
		SP:Iteration 33Q (151202.270000 sec): 3 clusters
  Score: Raw -43573697.684241 + Penalty 6207.606247 = -43567490.077994
  nChanged 104
		SP:Iteration 34Q (151204.010000 sec): 3 clusters
  Score: Raw -43573744.839038 + Penalty 6207.606247 = -43567537.232791
  nChanged 77
		SP:Iteration 35Q (151205.810000 sec): 3 clusters
  Score: Raw -43573773.949699 + Penalty 6207.606247 = -43567566.343452
  nChanged 61
		SP:Iteration 36Q (151207.520000 sec): 3 clusters
  Score: Raw -43573795.697929 + Penalty 6207.606247 = -43567588.091682
  nChanged 46
		SP:Iteration 37Q (151209.370000 sec): 3 clusters
  Score: Raw -43573811.729349 + Penalty 6207.606247 = -43567604.123102
  nChanged 35
		SP:Iteration 38Q (151211.070000 sec): 3 clusters
  Score: Raw -43573823.065781 + Penalty 6207.606247 = -43567615.459533
  nChanged 35
		SP:Iteration 39Q (151212.840000 sec): 3 clusters
  Score: Raw -43573833.903128 + Penalty 6207.606247 = -43567626.296881
  nChanged 29
		SP:Iteration 40F (151214.920000 sec): 3 clusters
  Score: Raw -43573844.437740 + Penalty 6207.606247 = -43567636.831492
  nChanged 21
		SP:Iteration 41Q (151216.680000 sec): 3 clusters
  Score: Raw -43573851.690379 + Penalty 6207.606247 = -43567644.084132
  nChanged 20
		SP:Iteration 42Q (151218.560000 sec): 3 clusters
  Score: Raw -43573859.420016 + Penalty 6207.606247 = -43567651.813769
  nChanged 25
		SP:Iteration 43Q (151220.370000 sec): 3 clusters
  Score: Raw -43573868.686691 + Penalty 6207.606247 = -43567661.080443
  nChanged 17
		SP:Iteration 44Q (151222.200000 sec): 3 clusters
  Score: Raw -43573875.041651 + Penalty 6207.606247 = -43567667.435404
  nChanged 18
		SP:Iteration 45Q (151224.050000 sec): 3 clusters
  Score: Raw -43573881.442592 + Penalty 6207.606247 = -43567673.836344
  nChanged 19
		SP:Iteration 46Q (151226.030000 sec): 3 clusters
  Score: Raw -43573887.572836 + Penalty 6207.606247 = -43567679.966589
  nChanged 13
		SP:Iteration 47Q (151227.940000 sec): 3 clusters
  Score: Raw -43573892.414023 + Penalty 6207.606247 = -43567684.807776
  nChanged 13
		SP:Iteration 48Q (151229.750000 sec): 3 clusters
  Score: Raw -43573896.552284 + Penalty 6207.606247 = -43567688.946037
  nChanged 12
		SP:Iteration 49Q (151231.600000 sec): 3 clusters
  Score: Raw -43573899.427841 + Penalty 6207.606247 = -43567691.821593
  nChanged 8
		SP:Iteration 50Q (151233.500000 sec): 3 clusters
  Score: Raw -43573901.578714 + Penalty 6207.606247 = -43567693.972466
  nChanged 7
		SP:Iteration 51Q (151235.500000 sec): 3 clusters
  Score: Raw -43573903.696744 + Penalty 6207.606247 = -43567696.090497
  nChanged 5
		SP:Iteration 52Q (151237.330000 sec): 3 clusters
  Score: Raw -43573904.621728 + Penalty 6207.606247 = -43567697.015480
  nChanged 7
		SP:Iteration 53Q (151239.130000 sec): 3 clusters
  Score: Raw -43573906.202102 + Penalty 6207.606247 = -43567698.595855
  nChanged 5
		SP:Iteration 54Q (151240.850000 sec): 3 clusters
  Score: Raw -43573907.453642 + Penalty 6207.606247 = -43567699.847395
  nChanged 3
		SP:Iteration 55Q (151242.590000 sec): 3 clusters
  Score: Raw -43573908.405716 + Penalty 6207.606247 = -43567700.799468
  nChanged 2
		SP:Iteration 56Q (151244.490000 sec): 3 clusters
  Score: Raw -43573908.802853 + Penalty 6207.606247 = -43567701.196605
  nChanged 2
		SP:Iteration 57Q (151246.750000 sec): 3 clusters
  Score: Raw -43573909.272696 + Penalty 6207.606247 = -43567701.666449
  nChanged 1
		SP:Iteration 58Q (151248.900000 sec): 3 clusters
  Score: Raw -43573909.445761 + Penalty 6207.606247 = -43567701.839513
  nChanged 0
		SP:Iteration 59F (151251.220000 sec): 3 clusters
  Score: Raw -43573909.445761 + Penalty 6207.606247 = -43567701.839513
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (7845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151251.420000 sec): 2 clusters
  Score: Raw -1249483.136933 + Penalty 2223.972653 = -1247259.164280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151251.610000 sec): 3 clusters
  Score: Raw -1245354.390502 + Penalty 4447.945306 = -1240906.445196
  nChanged 3152
		SP:Iteration 1F (151251.790000 sec): 3 clusters
  Score: Raw -1247015.149093 + Penalty 4447.945306 = -1242567.203788
  nChanged 566
		SP:Iteration 2F (151252.010000 sec): 3 clusters
  Score: Raw -1247296.348708 + Penalty 4447.945306 = -1242848.403402
  nChanged 406
		SP:Iteration 3F (151252.230000 sec): 3 clusters
  Score: Raw -1247475.209750 + Penalty 4447.945306 = -1243027.264444
  nChanged 298
		SP:Iteration 4Q (151252.460000 sec): 3 clusters
  Score: Raw -1247602.211115 + Penalty 4447.945306 = -1243154.265809
  nChanged 249
		SP:Iteration 5Q (151252.680000 sec): 3 clusters
  Score: Raw -1247694.753680 + Penalty 4447.945306 = -1243246.808374
  nChanged 223
		SP:Iteration 6Q (151252.900000 sec): 3 clusters
  Score: Raw -1247787.962267 + Penalty 4447.945306 = -1243340.016961
  nChanged 226
		SP:Iteration 7Q (151253.120000 sec): 3 clusters
  Score: Raw -1247874.215438 + Penalty 4447.945306 = -1243426.270132
  nChanged 213
		SP:Iteration 8Q (151253.330000 sec): 3 clusters
  Score: Raw -1247970.824646 + Penalty 4447.945306 = -1243522.879340
  nChanged 249
		SP:Iteration 9Q (151253.560000 sec): 3 clusters
  Score: Raw -1248091.137335 + Penalty 4447.945306 = -1243643.192029
  nChanged 261
		SP:Iteration 10Q (151253.780000 sec): 3 clusters
  Score: Raw -1248209.023963 + Penalty 4447.945306 = -1243761.078657
  nChanged 245
		SP:Iteration 11Q (151254.010000 sec): 3 clusters
  Score: Raw -1248327.964182 + Penalty 4447.945306 = -1243880.018876
  nChanged 255
		SP:Iteration 12Q (151254.230000 sec): 3 clusters
  Score: Raw -1248457.713993 + Penalty 4447.945306 = -1244009.768687
  nChanged 254
		SP:Iteration 13Q (151254.460000 sec): 3 clusters
  Score: Raw -1248594.057428 + Penalty 4447.945306 = -1244146.112122
  nChanged 234
		SP:Iteration 14Q (151254.720000 sec): 3 clusters
  Score: Raw -1248712.789759 + Penalty 4447.945306 = -1244264.844453
  nChanged 213
		SP:Iteration 15Q (151254.900000 sec): 3 clusters
  Score: Raw -1248830.500948 + Penalty 4447.945306 = -1244382.555642
  nChanged 199
		SP:Iteration 16Q (151255.130000 sec): 3 clusters
  Score: Raw -1248928.958684 + Penalty 4447.945306 = -1244481.013378
  nChanged 163
		SP:Iteration 17Q (151255.360000 sec): 3 clusters
  Score: Raw -1249013.245205 + Penalty 4447.945306 = -1244565.299899
  nChanged 147
		SP:Iteration 18Q (151255.580000 sec): 3 clusters
  Score: Raw -1249097.941548 + Penalty 4447.945306 = -1244649.996242
  nChanged 129
		SP:Iteration 19Q (151255.810000 sec): 3 clusters
  Score: Raw -1249172.857995 + Penalty 4447.945306 = -1244724.912689
  nChanged 122
		SP:Iteration 20F (151256.030000 sec): 3 clusters
  Score: Raw -1249242.221246 + Penalty 4447.945306 = -1244794.275940
  nChanged 110
		SP:Iteration 21Q (151256.250000 sec): 3 clusters
  Score: Raw -1249303.282813 + Penalty 4447.945306 = -1244855.337507
  nChanged 97
		SP:Iteration 22Q (151256.480000 sec): 3 clusters
  Score: Raw -1249358.570582 + Penalty 4447.945306 = -1244910.625276
  nChanged 84
		SP:Iteration 23Q (151256.700000 sec): 3 clusters
  Score: Raw -1249411.100062 + Penalty 4447.945306 = -1244963.154756
  nChanged 80
		SP:Iteration 24Q (151256.960000 sec): 3 clusters
  Score: Raw -1249460.617626 + Penalty 4447.945306 = -1245012.672321
  nChanged 66
		SP:Iteration 25Q (151257.160000 sec): 3 clusters
  Score: Raw -1249503.451263 + Penalty 4447.945306 = -1245055.505957
  nChanged 65
		SP:Iteration 26Q (151257.380000 sec): 3 clusters
  Score: Raw -1249540.555544 + Penalty 4447.945306 = -1245092.610238
  nChanged 53
		SP:Iteration 27Q (151257.560000 sec): 3 clusters
  Score: Raw -1249574.656949 + Penalty 4447.945306 = -1245126.711643
  nChanged 46
		SP:Iteration 28Q (151257.750000 sec): 3 clusters
  Score: Raw -1249602.425306 + Penalty 4447.945306 = -1245154.480000
  nChanged 36
		SP:Iteration 29Q (151257.930000 sec): 3 clusters
  Score: Raw -1249624.286024 + Penalty 4447.945306 = -1245176.340718
  nChanged 38
		SP:Iteration 30Q (151258.110000 sec): 3 clusters
  Score: Raw -1249653.635178 + Penalty 4447.945306 = -1245205.689872
  nChanged 37
		SP:Iteration 31Q (151258.290000 sec): 3 clusters
  Score: Raw -1249679.290969 + Penalty 4447.945306 = -1245231.345663
  nChanged 26
		SP:Iteration 32Q (151258.470000 sec): 3 clusters
  Score: Raw -1249697.128005 + Penalty 4447.945306 = -1245249.182699
  nChanged 17
		SP:Iteration 33Q (151258.650000 sec): 3 clusters
  Score: Raw -1249707.464598 + Penalty 4447.945306 = -1245259.519292
  nChanged 10
		SP:Iteration 34Q (151258.880000 sec): 3 clusters
  Score: Raw -1249712.672841 + Penalty 4447.945306 = -1245264.727536
  nChanged 7
		SP:Iteration 35Q (151259.100000 sec): 3 clusters
  Score: Raw -1249717.964490 + Penalty 4447.945306 = -1245270.019184
  nChanged 14
		SP:Iteration 36Q (151259.280000 sec): 3 clusters
  Score: Raw -1249727.288749 + Penalty 4447.945306 = -1245279.343443
  nChanged 9
		SP:Iteration 37Q (151259.460000 sec): 3 clusters
  Score: Raw -1249732.790758 + Penalty 4447.945306 = -1245284.845452
  nChanged 8
		SP:Iteration 38Q (151259.640000 sec): 3 clusters
  Score: Raw -1249738.741932 + Penalty 4447.945306 = -1245290.796626
  nChanged 8
		SP:Iteration 39Q (151259.870000 sec): 3 clusters
  Score: Raw -1249744.272036 + Penalty 4447.945306 = -1245296.326731
  nChanged 6
		SP:Iteration 40F (151260.090000 sec): 3 clusters
  Score: Raw -1249748.738687 + Penalty 4447.945306 = -1245300.793381
  nChanged 11
		SP:Iteration 41Q (151260.270000 sec): 3 clusters
  Score: Raw -1249754.443796 + Penalty 4447.945306 = -1245306.498490
  nChanged 7
		SP:Iteration 42Q (151260.450000 sec): 3 clusters
  Score: Raw -1249760.661904 + Penalty 4447.945306 = -1245312.716598
  nChanged 7
		SP:Iteration 43Q (151260.630000 sec): 3 clusters
  Score: Raw -1249768.129910 + Penalty 4447.945306 = -1245320.184604
  nChanged 7
		SP:Iteration 44Q (151260.860000 sec): 3 clusters
  Score: Raw -1249775.631942 + Penalty 4447.945306 = -1245327.686636
  nChanged 9
		SP:Iteration 45Q (151261.080000 sec): 3 clusters
  Score: Raw -1249783.643683 + Penalty 4447.945306 = -1245335.698377
  nChanged 9
		SP:Iteration 46Q (151261.260000 sec): 3 clusters
  Score: Raw -1249790.157884 + Penalty 4447.945306 = -1245342.212578
  nChanged 5
		SP:Iteration 47Q (151261.440000 sec): 3 clusters
  Score: Raw -1249796.942006 + Penalty 4447.945306 = -1245348.996700
  nChanged 11
		SP:Iteration 48Q (151261.620000 sec): 3 clusters
  Score: Raw -1249808.038873 + Penalty 4447.945306 = -1245360.093568
  nChanged 11
		SP:Iteration 49Q (151261.870000 sec): 3 clusters
  Score: Raw -1249817.871142 + Penalty 4447.945306 = -1245369.925837
  nChanged 10
		SP:Iteration 50Q (151262.170000 sec): 3 clusters
  Score: Raw -1249826.824403 + Penalty 4447.945306 = -1245378.879097
  nChanged 11
		SP:Iteration 51Q (151262.480000 sec): 3 clusters
  Score: Raw -1249834.758825 + Penalty 4447.945306 = -1245386.813519
  nChanged 2
		SP:Iteration 52Q (151262.770000 sec): 3 clusters
  Score: Raw -1249835.957902 + Penalty 4447.945306 = -1245388.012596
  nChanged 2
		SP:Iteration 53Q (151263.050000 sec): 3 clusters
  Score: Raw -1249836.924749 + Penalty 4447.945306 = -1245388.979443
  nChanged 3
		SP:Iteration 54Q (151263.330000 sec): 3 clusters
  Score: Raw -1249838.436593 + Penalty 4447.945306 = -1245390.491288
  nChanged 2
		SP:Iteration 55Q (151263.540000 sec): 3 clusters
  Score: Raw -1249839.644692 + Penalty 4447.945306 = -1245391.699386
  nChanged 2
		SP:Iteration 56Q (151263.720000 sec): 3 clusters
  Score: Raw -1249841.621093 + Penalty 4447.945306 = -1245393.675787
  nChanged 2
		SP:Iteration 57Q (151263.930000 sec): 3 clusters
  Score: Raw -1249842.581990 + Penalty 4447.945306 = -1245394.636684
  nChanged 0
		SP:Iteration 58F (151264.110000 sec): 3 clusters
  Score: Raw -1249842.581990 + Penalty 4447.945306 = -1245394.636684
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (91351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151264.710000 sec): 2 clusters
  Score: Raw -14732029.167731 + Penalty 2832.771198 = -14729196.396533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151265.570000 sec): 3 clusters
  Score: Raw -14673594.191486 + Penalty 5665.542396 = -14667928.649089
  nChanged 43146
		SP:Iteration 1F (151266.370000 sec): 3 clusters
  Score: Raw -14698011.319485 + Penalty 5665.542396 = -14692345.777089
  nChanged 3343
		SP:Iteration 2Q (151267.250000 sec): 3 clusters
  Score: Raw -14698899.149077 + Penalty 5665.542396 = -14693233.606680
  nChanged 3639
		SP:Iteration 3Q (151268.200000 sec): 3 clusters
  Score: Raw -14700075.429271 + Penalty 5665.542396 = -14694409.886875
  nChanged 4335
		SP:Iteration 4Q (151269.140000 sec): 3 clusters
  Score: Raw -14701905.298728 + Penalty 5665.542396 = -14696239.756332
  nChanged 5326
		SP:Iteration 5F (151269.950000 sec): 3 clusters
  Score: Raw -14704793.322577 + Penalty 5665.542396 = -14699127.780181
  nChanged 6258
		SP:Iteration 6F (151270.770000 sec): 3 clusters
  Score: Raw -14708725.622230 + Penalty 5665.542396 = -14703060.079833
  nChanged 6553
		SP:Iteration 7F (151271.610000 sec): 3 clusters
  Score: Raw -14713270.735885 + Penalty 5665.542396 = -14707605.193489
  nChanged 6064
		SP:Iteration 8F (151272.460000 sec): 3 clusters
  Score: Raw -14717512.445651 + Penalty 5665.542396 = -14711846.903254
  nChanged 5078
		SP:Iteration 9F (151273.240000 sec): 3 clusters
  Score: Raw -14721222.894997 + Penalty 5665.542396 = -14715557.352601
  nChanged 4317
		SP:Iteration 10Q (151274.090000 sec): 3 clusters
  Score: Raw -14724607.314684 + Penalty 5665.542396 = -14718941.772288
  nChanged 3442
		SP:Iteration 11Q (151274.960000 sec): 3 clusters
  Score: Raw -14727504.023765 + Penalty 5665.542396 = -14721838.481369
  nChanged 2530
		SP:Iteration 12Q (151275.700000 sec): 3 clusters
  Score: Raw -14729684.178884 + Penalty 5665.542396 = -14724018.636488
  nChanged 1521
		SP:Iteration 13Q (151276.460000 sec): 3 clusters
  Score: Raw -14730969.606949 + Penalty 5665.542396 = -14725304.064553
  nChanged 776
		SP:Iteration 14Q (151277.340000 sec): 3 clusters
  Score: Raw -14731648.484835 + Penalty 5665.542396 = -14725982.942439
  nChanged 389
		SP:Iteration 15Q (151278.110000 sec): 3 clusters
  Score: Raw -14731987.200259 + Penalty 5665.542396 = -14726321.657863
  nChanged 189
		SP:Iteration 16Q (151278.900000 sec): 3 clusters
  Score: Raw -14732157.381786 + Penalty 5665.542396 = -14726491.839390
  nChanged 90
		SP:Iteration 17Q (151279.760000 sec): 3 clusters
  Score: Raw -14732235.750864 + Penalty 5665.542396 = -14726570.208468
  nChanged 50
		SP:Iteration 18Q (151280.520000 sec): 3 clusters
  Score: Raw -14732289.031446 + Penalty 5665.542396 = -14726623.489050
  nChanged 36
		SP:Iteration 19Q (151281.280000 sec): 3 clusters
  Score: Raw -14732325.033064 + Penalty 5665.542396 = -14726659.490667
  nChanged 32
		SP:Iteration 20F (151282.100000 sec): 3 clusters
  Score: Raw -14732358.221771 + Penalty 5665.542396 = -14726692.679374
  nChanged 21
		SP:Iteration 21Q (151282.810000 sec): 3 clusters
  Score: Raw -14732377.527903 + Penalty 5665.542396 = -14726711.985507
  nChanged 14
		SP:Iteration 22Q (151283.560000 sec): 3 clusters
  Score: Raw -14732390.259715 + Penalty 5665.542396 = -14726724.717319
  nChanged 10
		SP:Iteration 23Q (151284.350000 sec): 3 clusters
  Score: Raw -14732401.811966 + Penalty 5665.542396 = -14726736.269569
  nChanged 7
		SP:Iteration 24Q (151285.140000 sec): 3 clusters
  Score: Raw -14732408.297012 + Penalty 5665.542396 = -14726742.754616
  nChanged 3
		SP:Iteration 25Q (151285.890000 sec): 3 clusters
  Score: Raw -14732410.867290 + Penalty 5665.542396 = -14726745.324894
  nChanged 5
		SP:Iteration 26Q (151286.630000 sec): 3 clusters
  Score: Raw -14732415.668810 + Penalty 5665.542396 = -14726750.126413
  nChanged 6
		SP:Iteration 27Q (151287.390000 sec): 3 clusters
  Score: Raw -14732419.935104 + Penalty 5665.542396 = -14726754.392708
  nChanged 4
		SP:Iteration 28Q (151288.200000 sec): 3 clusters
  Score: Raw -14732423.247606 + Penalty 5665.542396 = -14726757.705210
  nChanged 4
		SP:Iteration 29Q (151288.910000 sec): 3 clusters
  Score: Raw -14732426.701429 + Penalty 5665.542396 = -14726761.159032
  nChanged 2
		SP:Iteration 30Q (151289.680000 sec): 3 clusters
  Score: Raw -14732428.544110 + Penalty 5665.542396 = -14726763.001714
  nChanged 0
		SP:Iteration 31F (151290.610000 sec): 3 clusters
  Score: Raw -14732428.544110 + Penalty 5665.542396 = -14726763.001714
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (5102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151290.770000 sec): 2 clusters
  Score: Raw -770812.685210 + Penalty 2117.272199 = -768695.413011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151291.010000 sec): 3 clusters
  Score: Raw -768374.166519 + Penalty 4234.544398 = -764139.622121
  nChanged 1980
		SP:Iteration 1F (151291.270000 sec): 3 clusters
  Score: Raw -769553.091471 + Penalty 4234.544398 = -765318.547073
  nChanged 427
		SP:Iteration 2F (151291.530000 sec): 3 clusters
  Score: Raw -769851.073678 + Penalty 4234.544398 = -765616.529280
  nChanged 289
		SP:Iteration 3F (151291.760000 sec): 3 clusters
  Score: Raw -770077.344081 + Penalty 4234.544398 = -765842.799683
  nChanged 264
		SP:Iteration 4F (151291.990000 sec): 3 clusters
  Score: Raw -770344.367380 + Penalty 4234.544398 = -766109.822983
  nChanged 253
		SP:Iteration 5Q (151292.230000 sec): 3 clusters
  Score: Raw -770593.861965 + Penalty 4234.544398 = -766359.317567
  nChanged 249
		SP:Iteration 6Q (151292.410000 sec): 3 clusters
  Score: Raw -770809.128927 + Penalty 4234.544398 = -766574.584529
  nChanged 252
		SP:Iteration 7Q (151292.620000 sec): 3 clusters
  Score: Raw -770993.349955 + Penalty 4234.544398 = -766758.805557
  nChanged 241
		SP:Iteration 8Q (151292.790000 sec): 3 clusters
  Score: Raw -771163.278217 + Penalty 4234.544398 = -766928.733819
  nChanged 212
		SP:Iteration 9Q (151293.040000 sec): 3 clusters
  Score: Raw -771311.422540 + Penalty 4234.544398 = -767076.878142
  nChanged 178
		SP:Iteration 10Q (151293.250000 sec): 3 clusters
  Score: Raw -771428.377366 + Penalty 4234.544398 = -767193.832969
  nChanged 140
		SP:Iteration 11Q (151293.470000 sec): 3 clusters
  Score: Raw -771528.647090 + Penalty 4234.544398 = -767294.102692
  nChanged 107
		SP:Iteration 12Q (151293.650000 sec): 3 clusters
  Score: Raw -771587.761263 + Penalty 4234.544398 = -767353.216865
  nChanged 72
		SP:Iteration 13Q (151293.910000 sec): 3 clusters
  Score: Raw -771621.679360 + Penalty 4234.544398 = -767387.134962
  nChanged 47
		SP:Iteration 14Q (151294.090000 sec): 3 clusters
  Score: Raw -771638.685015 + Penalty 4234.544398 = -767404.140617
  nChanged 28
		SP:Iteration 15Q (151294.280000 sec): 3 clusters
  Score: Raw -771648.373732 + Penalty 4234.544398 = -767413.829334
  nChanged 26
		SP:Iteration 16Q (151294.460000 sec): 3 clusters
  Score: Raw -771658.321203 + Penalty 4234.544398 = -767423.776805
  nChanged 20
		SP:Iteration 17Q (151294.660000 sec): 3 clusters
  Score: Raw -771665.431074 + Penalty 4234.544398 = -767430.886676
  nChanged 19
		SP:Iteration 18Q (151294.850000 sec): 3 clusters
  Score: Raw -771672.179771 + Penalty 4234.544398 = -767437.635373
  nChanged 17
		SP:Iteration 19Q (151294.990000 sec): 3 clusters
  Score: Raw -771680.230033 + Penalty 4234.544398 = -767445.685635
  nChanged 18
		SP:Iteration 20F (151295.170000 sec): 3 clusters
  Score: Raw -771686.974708 + Penalty 4234.544398 = -767452.430311
  nChanged 11
		SP:Iteration 21Q (151295.360000 sec): 3 clusters
  Score: Raw -771691.416035 + Penalty 4234.544398 = -767456.871637
  nChanged 9
		SP:Iteration 22Q (151295.550000 sec): 3 clusters
  Score: Raw -771694.483660 + Penalty 4234.544398 = -767459.939262
  nChanged 13
		SP:Iteration 23Q (151295.730000 sec): 3 clusters
  Score: Raw -771698.381853 + Penalty 4234.544398 = -767463.837455
  nChanged 9
		SP:Iteration 24Q (151295.940000 sec): 3 clusters
  Score: Raw -771702.931520 + Penalty 4234.544398 = -767468.387122
  nChanged 11
		SP:Iteration 25Q (151296.130000 sec): 3 clusters
  Score: Raw -771706.455662 + Penalty 4234.544398 = -767471.911265
  nChanged 8
		SP:Iteration 26Q (151296.300000 sec): 3 clusters
  Score: Raw -771709.487221 + Penalty 4234.544398 = -767474.942824
  nChanged 4
		SP:Iteration 27Q (151296.530000 sec): 3 clusters
  Score: Raw -771710.484258 + Penalty 4234.544398 = -767475.939861
  nChanged 4
		SP:Iteration 28Q (151296.730000 sec): 3 clusters
  Score: Raw -771712.118648 + Penalty 4234.544398 = -767477.574250
  nChanged 2
		SP:Iteration 29Q (151296.990000 sec): 3 clusters
  Score: Raw -771712.531609 + Penalty 4234.544398 = -767477.987211
  nChanged 2
		SP:Iteration 30Q (151297.140000 sec): 3 clusters
  Score: Raw -771712.882315 + Penalty 4234.544398 = -767478.337917
  nChanged 2
		SP:Iteration 31Q (151297.320000 sec): 3 clusters
  Score: Raw -771713.590949 + Penalty 4234.544398 = -767479.046552
  nChanged 4
		SP:Iteration 32Q (151297.450000 sec): 3 clusters
  Score: Raw -771714.689711 + Penalty 4234.544398 = -767480.145314
  nChanged 5
		SP:Iteration 33Q (151297.700000 sec): 3 clusters
  Score: Raw -771715.634180 + Penalty 4234.544398 = -767481.089783
  nChanged 1
		SP:Iteration 34Q (151297.860000 sec): 3 clusters
  Score: Raw -771716.469967 + Penalty 4234.544398 = -767481.925570
  nChanged 6
		SP:Iteration 35Q (151298.060000 sec): 3 clusters
  Score: Raw -771717.955092 + Penalty 4234.544398 = -767483.410695
  nChanged 5
		SP:Iteration 36Q (151298.250000 sec): 3 clusters
  Score: Raw -771719.524816 + Penalty 4234.544398 = -767484.980418
  nChanged 3
		SP:Iteration 37Q (151298.470000 sec): 3 clusters
  Score: Raw -771720.357614 + Penalty 4234.544398 = -767485.813216
  nChanged 1
		SP:Iteration 38Q (151298.720000 sec): 3 clusters
  Score: Raw -771721.229398 + Penalty 4234.544398 = -767486.685001
  nChanged 1
		SP:Iteration 39Q (151298.970000 sec): 3 clusters
  Score: Raw -771721.573150 + Penalty 4234.544398 = -767487.028752
  nChanged 2
		SP:Iteration 40F (151299.150000 sec): 3 clusters
  Score: Raw -771722.043167 + Penalty 4234.544398 = -767487.498769
  nChanged 1
		SP:Iteration 41Q (151299.340000 sec): 3 clusters
  Score: Raw -771722.226365 + Penalty 4234.544398 = -767487.681967
  nChanged 0
		SP:Iteration 42F (151299.570000 sec): 3 clusters
  Score: Raw -771722.226365 + Penalty 4234.544398 = -767487.681967
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (6275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151299.740000 sec): 2 clusters
  Score: Raw -979354.103593 + Penalty 2168.593533 = -977185.510060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151299.990000 sec): 3 clusters
  Score: Raw -976173.657693 + Penalty 4337.187067 = -971836.470627
  nChanged 2555
		SP:Iteration 1F (151300.170000 sec): 3 clusters
  Score: Raw -977637.546428 + Penalty 4337.187067 = -973300.359361
  nChanged 522
		SP:Iteration 2F (151300.410000 sec): 3 clusters
  Score: Raw -977970.170569 + Penalty 4337.187067 = -973632.983502
  nChanged 360
		SP:Iteration 3F (151300.620000 sec): 3 clusters
  Score: Raw -978208.032072 + Penalty 4337.187067 = -973870.845005
  nChanged 312
		SP:Iteration 4Q (151300.870000 sec): 3 clusters
  Score: Raw -978430.434291 + Penalty 4337.187067 = -974093.247224
  nChanged 291
		SP:Iteration 5Q (151301.080000 sec): 3 clusters
  Score: Raw -978692.735533 + Penalty 4337.187067 = -974355.548466
  nChanged 325
		SP:Iteration 6F (151301.340000 sec): 3 clusters
  Score: Raw -978971.139754 + Penalty 4337.187067 = -974633.952687
  nChanged 336
		SP:Iteration 7F (151301.610000 sec): 3 clusters
  Score: Raw -979277.759737 + Penalty 4337.187067 = -974940.572670
  nChanged 352
		SP:Iteration 8F (151301.810000 sec): 3 clusters
  Score: Raw -979589.970199 + Penalty 4337.187067 = -975252.783132
  nChanged 320
		SP:Iteration 9F (151302.070000 sec): 3 clusters
  Score: Raw -979859.531278 + Penalty 4337.187067 = -975522.344211
  nChanged 249
		SP:Iteration 10Q (151302.290000 sec): 3 clusters
  Score: Raw -980037.183147 + Penalty 4337.187067 = -975699.996080
  nChanged 162
		SP:Iteration 11Q (151302.500000 sec): 3 clusters
  Score: Raw -980123.792119 + Penalty 4337.187067 = -975786.605052
  nChanged 107
		SP:Iteration 12Q (151302.720000 sec): 3 clusters
  Score: Raw -980175.708525 + Penalty 4337.187067 = -975838.521458
  nChanged 92
		SP:Iteration 13Q (151302.930000 sec): 3 clusters
  Score: Raw -980229.140864 + Penalty 4337.187067 = -975891.953797
  nChanged 93
		SP:Iteration 14Q (151303.190000 sec): 3 clusters
  Score: Raw -980271.975765 + Penalty 4337.187067 = -975934.788698
  nChanged 58
		SP:Iteration 15Q (151303.440000 sec): 3 clusters
  Score: Raw -980297.146487 + Penalty 4337.187067 = -975959.959420
  nChanged 36
		SP:Iteration 16Q (151303.600000 sec): 3 clusters
  Score: Raw -980313.619258 + Penalty 4337.187067 = -975976.432191
  nChanged 35
		SP:Iteration 17Q (151303.870000 sec): 3 clusters
  Score: Raw -980330.056782 + Penalty 4337.187067 = -975992.869715
  nChanged 37
		SP:Iteration 18Q (151304.130000 sec): 3 clusters
  Score: Raw -980344.465449 + Penalty 4337.187067 = -976007.278382
  nChanged 30
		SP:Iteration 19Q (151304.430000 sec): 3 clusters
  Score: Raw -980354.071882 + Penalty 4337.187067 = -976016.884815
  nChanged 19
		SP:Iteration 20F (151304.630000 sec): 3 clusters
  Score: Raw -980360.421189 + Penalty 4337.187067 = -976023.234123
  nChanged 22
		SP:Iteration 21Q (151304.870000 sec): 3 clusters
  Score: Raw -980368.830196 + Penalty 4337.187067 = -976031.643129
  nChanged 27
		SP:Iteration 22Q (151305.110000 sec): 3 clusters
  Score: Raw -980378.210664 + Penalty 4337.187067 = -976041.023597
  nChanged 22
		SP:Iteration 23Q (151305.310000 sec): 3 clusters
  Score: Raw -980388.065087 + Penalty 4337.187067 = -976050.878020
  nChanged 33
		SP:Iteration 24Q (151305.510000 sec): 3 clusters
  Score: Raw -980404.798339 + Penalty 4337.187067 = -976067.611272
  nChanged 42
		SP:Iteration 25Q (151305.720000 sec): 3 clusters
  Score: Raw -980428.183554 + Penalty 4337.187067 = -976090.996487
  nChanged 46
		SP:Iteration 26Q (151305.930000 sec): 3 clusters
  Score: Raw -980451.199637 + Penalty 4337.187067 = -976114.012570
  nChanged 51
		SP:Iteration 27Q (151306.120000 sec): 3 clusters
  Score: Raw -980474.533840 + Penalty 4337.187067 = -976137.346773
  nChanged 51
		SP:Iteration 28Q (151306.320000 sec): 3 clusters
  Score: Raw -980503.433740 + Penalty 4337.187067 = -976166.246673
  nChanged 56
		SP:Iteration 29Q (151306.590000 sec): 3 clusters
  Score: Raw -980535.023681 + Penalty 4337.187067 = -976197.836615
  nChanged 54
		SP:Iteration 30Q (151306.830000 sec): 3 clusters
  Score: Raw -980559.928284 + Penalty 4337.187067 = -976222.741217
  nChanged 52
		SP:Iteration 31Q (151307.030000 sec): 3 clusters
  Score: Raw -980582.688628 + Penalty 4337.187067 = -976245.501561
  nChanged 49
		SP:Iteration 32Q (151307.270000 sec): 3 clusters
  Score: Raw -980604.660807 + Penalty 4337.187067 = -976267.473740
  nChanged 43
		SP:Iteration 33Q (151307.540000 sec): 3 clusters
  Score: Raw -980625.310147 + Penalty 4337.187067 = -976288.123080
  nChanged 40
		SP:Iteration 34Q (151307.740000 sec): 3 clusters
  Score: Raw -980643.580412 + Penalty 4337.187067 = -976306.393345
  nChanged 45
		SP:Iteration 35Q (151307.930000 sec): 3 clusters
  Score: Raw -980665.158128 + Penalty 4337.187067 = -976327.971061
  nChanged 50
		SP:Iteration 36Q (151308.190000 sec): 3 clusters
  Score: Raw -980685.429332 + Penalty 4337.187067 = -976348.242265
  nChanged 43
		SP:Iteration 37Q (151308.350000 sec): 3 clusters
  Score: Raw -980702.971717 + Penalty 4337.187067 = -976365.784650
  nChanged 39
		SP:Iteration 38Q (151308.530000 sec): 3 clusters
  Score: Raw -980717.970966 + Penalty 4337.187067 = -976380.783899
  nChanged 33
		SP:Iteration 39Q (151308.740000 sec): 3 clusters
  Score: Raw -980730.743726 + Penalty 4337.187067 = -976393.556659
  nChanged 34
		SP:Iteration 40F (151308.980000 sec): 3 clusters
  Score: Raw -980741.639930 + Penalty 4337.187067 = -976404.452863
  nChanged 26
		SP:Iteration 41Q (151309.180000 sec): 3 clusters
  Score: Raw -980748.637039 + Penalty 4337.187067 = -976411.449972
  nChanged 13
		SP:Iteration 42Q (151309.340000 sec): 3 clusters
  Score: Raw -980753.105831 + Penalty 4337.187067 = -976415.918764
  nChanged 20
		SP:Iteration 43Q (151309.560000 sec): 3 clusters
  Score: Raw -980758.703526 + Penalty 4337.187067 = -976421.516459
  nChanged 13
		SP:Iteration 44Q (151309.730000 sec): 3 clusters
  Score: Raw -980762.599740 + Penalty 4337.187067 = -976425.412673
  nChanged 16
		SP:Iteration 45Q (151309.940000 sec): 3 clusters
  Score: Raw -980767.627115 + Penalty 4337.187067 = -976430.440048
  nChanged 14
		SP:Iteration 46Q (151310.180000 sec): 3 clusters
  Score: Raw -980772.712984 + Penalty 4337.187067 = -976435.525917
  nChanged 12
		SP:Iteration 47Q (151310.400000 sec): 3 clusters
  Score: Raw -980776.599545 + Penalty 4337.187067 = -976439.412478
  nChanged 15
		SP:Iteration 48Q (151310.610000 sec): 3 clusters
  Score: Raw -980782.412255 + Penalty 4337.187067 = -976445.225189
  nChanged 25
		SP:Iteration 49Q (151310.840000 sec): 3 clusters
  Score: Raw -980792.180306 + Penalty 4337.187067 = -976454.993239
  nChanged 17
		SP:Iteration 50Q (151311.030000 sec): 3 clusters
  Score: Raw -980798.189761 + Penalty 4337.187067 = -976461.002694
  nChanged 13
		SP:Iteration 51Q (151311.220000 sec): 3 clusters
  Score: Raw -980801.589469 + Penalty 4337.187067 = -976464.402402
  nChanged 11
		SP:Iteration 52Q (151311.400000 sec): 3 clusters
  Score: Raw -980805.766762 + Penalty 4337.187067 = -976468.579695
  nChanged 19
		SP:Iteration 53Q (151311.650000 sec): 3 clusters
  Score: Raw -980813.577087 + Penalty 4337.187067 = -976476.390020
  nChanged 19
		SP:Iteration 54Q (151311.820000 sec): 3 clusters
  Score: Raw -980819.046552 + Penalty 4337.187067 = -976481.859485
  nChanged 21
		SP:Iteration 55Q (151311.990000 sec): 3 clusters
  Score: Raw -980824.006914 + Penalty 4337.187067 = -976486.819848
  nChanged 17
		SP:Iteration 56Q (151312.220000 sec): 3 clusters
  Score: Raw -980828.472461 + Penalty 4337.187067 = -976491.285394
  nChanged 16
		SP:Iteration 57Q (151312.430000 sec): 3 clusters
  Score: Raw -980832.562277 + Penalty 4337.187067 = -976495.375210
  nChanged 12
		SP:Iteration 58Q (151312.600000 sec): 3 clusters
  Score: Raw -980836.025944 + Penalty 4337.187067 = -976498.838877
  nChanged 14
		SP:Iteration 59Q (151312.800000 sec): 3 clusters
  Score: Raw -980840.209139 + Penalty 4337.187067 = -976503.022072
  nChanged 13
		SP:Iteration 60F (151313.030000 sec): 3 clusters
  Score: Raw -980844.170852 + Penalty 4337.187067 = -976506.983785
  nChanged 13
		SP:Iteration 61Q (151313.230000 sec): 3 clusters
  Score: Raw -980847.347343 + Penalty 4337.187067 = -976510.160276
  nChanged 7
		SP:Iteration 62Q (151313.470000 sec): 3 clusters
  Score: Raw -980849.114471 + Penalty 4337.187067 = -976511.927404
  nChanged 6
		SP:Iteration 63Q (151313.710000 sec): 3 clusters
  Score: Raw -980850.677256 + Penalty 4337.187067 = -976513.490189
  nChanged 5
		SP:Iteration 64Q (151313.920000 sec): 3 clusters
  Score: Raw -980852.541322 + Penalty 4337.187067 = -976515.354255
  nChanged 4
		SP:Iteration 65Q (151314.140000 sec): 3 clusters
  Score: Raw -980853.550099 + Penalty 4337.187067 = -976516.363032
  nChanged 3
		SP:Iteration 66Q (151314.300000 sec): 3 clusters
  Score: Raw -980854.315478 + Penalty 4337.187067 = -976517.128412
  nChanged 2
		SP:Iteration 67Q (151314.550000 sec): 3 clusters
  Score: Raw -980854.773593 + Penalty 4337.187067 = -976517.586526
  nChanged 3
		SP:Iteration 68Q (151314.720000 sec): 3 clusters
  Score: Raw -980855.499480 + Penalty 4337.187067 = -976518.312413
  nChanged 4
		SP:Iteration 69Q (151314.970000 sec): 3 clusters
  Score: Raw -980856.827040 + Penalty 4337.187067 = -976519.639973
  nChanged 9
		SP:Iteration 70Q (151315.160000 sec): 3 clusters
  Score: Raw -980859.682267 + Penalty 4337.187067 = -976522.495200
  nChanged 12
		SP:Iteration 71Q (151315.390000 sec): 3 clusters
  Score: Raw -980862.784200 + Penalty 4337.187067 = -976525.597133
  nChanged 8
		SP:Iteration 72Q (151315.660000 sec): 3 clusters
  Score: Raw -980865.005261 + Penalty 4337.187067 = -976527.818194
  nChanged 10
		SP:Iteration 73Q (151315.820000 sec): 3 clusters
  Score: Raw -980867.927690 + Penalty 4337.187067 = -976530.740623
  nChanged 6
		SP:Iteration 74Q (151316.130000 sec): 3 clusters
  Score: Raw -980869.579300 + Penalty 4337.187067 = -976532.392233
  nChanged 7
		SP:Iteration 75Q (151316.330000 sec): 3 clusters
  Score: Raw -980871.245587 + Penalty 4337.187067 = -976534.058520
  nChanged 6
		SP:Iteration 76Q (151316.580000 sec): 3 clusters
  Score: Raw -980872.647391 + Penalty 4337.187067 = -976535.460324
  nChanged 6
		SP:Iteration 77Q (151316.790000 sec): 3 clusters
  Score: Raw -980874.944644 + Penalty 4337.187067 = -976537.757577
  nChanged 6
		SP:Iteration 78Q (151317.050000 sec): 3 clusters
  Score: Raw -980876.495611 + Penalty 4337.187067 = -976539.308544
  nChanged 1
		SP:Iteration 79Q (151317.240000 sec): 3 clusters
  Score: Raw -980876.870487 + Penalty 4337.187067 = -976539.683420
  nChanged 3
		SP:Iteration 80F (151317.450000 sec): 3 clusters
  Score: Raw -980878.435092 + Penalty 4337.187067 = -976541.248025
  nChanged 5
		SP:Iteration 81Q (151317.720000 sec): 3 clusters
  Score: Raw -980880.154469 + Penalty 4337.187067 = -976542.967402
  nChanged 1
		SP:Iteration 82Q (151317.910000 sec): 3 clusters
  Score: Raw -980880.307293 + Penalty 4337.187067 = -976543.120226
  nChanged 0
		SP:Iteration 83F (151318.110000 sec): 3 clusters
  Score: Raw -980880.307293 + Penalty 4337.187067 = -976543.120226
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (18754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151318.340000 sec): 2 clusters
  Score: Raw -3087717.777147 + Penalty 2440.112261 = -3085277.664886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151318.680000 sec): 3 clusters
  Score: Raw -3076892.715710 + Penalty 4880.224522 = -3072012.491188
  nChanged 8093
		SP:Iteration 1F (151318.980000 sec): 3 clusters
  Score: Raw -3081207.863812 + Penalty 4880.224522 = -3076327.639291
  nChanged 1023
		SP:Iteration 2F (151319.300000 sec): 3 clusters
  Score: Raw -3081575.970731 + Penalty 4880.224522 = -3076695.746210
  nChanged 868
		SP:Iteration 3Q (151319.620000 sec): 3 clusters
  Score: Raw -3081859.339562 + Penalty 4880.224522 = -3076979.115040
  nChanged 739
		SP:Iteration 4Q (151319.950000 sec): 3 clusters
  Score: Raw -3082107.206832 + Penalty 4880.224522 = -3077226.982310
  nChanged 694
		SP:Iteration 5Q (151320.250000 sec): 3 clusters
  Score: Raw -3082347.596179 + Penalty 4880.224522 = -3077467.371657
  nChanged 705
		SP:Iteration 6Q (151320.580000 sec): 3 clusters
  Score: Raw -3082630.345989 + Penalty 4880.224522 = -3077750.121467
  nChanged 760
		SP:Iteration 7Q (151320.900000 sec): 3 clusters
  Score: Raw -3082976.346535 + Penalty 4880.224522 = -3078096.122013
  nChanged 840
		SP:Iteration 8Q (151321.240000 sec): 3 clusters
  Score: Raw -3083436.880237 + Penalty 4880.224522 = -3078556.655715
  nChanged 970
		SP:Iteration 9F (151321.560000 sec): 3 clusters
  Score: Raw -3084057.546246 + Penalty 4880.224522 = -3079177.321724
  nChanged 1031
		SP:Iteration 10F (151321.930000 sec): 3 clusters
  Score: Raw -3084818.914175 + Penalty 4880.224522 = -3079938.689653
  nChanged 1008
		SP:Iteration 11F (151322.260000 sec): 3 clusters
  Score: Raw -3085641.479411 + Penalty 4880.224522 = -3080761.254890
  nChanged 879
		SP:Iteration 12Q (151322.580000 sec): 3 clusters
  Score: Raw -3086440.430775 + Penalty 4880.224522 = -3081560.206254
  nChanged 667
		SP:Iteration 13Q (151323.000000 sec): 3 clusters
  Score: Raw -3087078.531432 + Penalty 4880.224522 = -3082198.306910
  nChanged 385
		SP:Iteration 14Q (151323.300000 sec): 3 clusters
  Score: Raw -3087450.724441 + Penalty 4880.224522 = -3082570.499919
  nChanged 220
		SP:Iteration 15Q (151323.630000 sec): 3 clusters
  Score: Raw -3087675.685611 + Penalty 4880.224522 = -3082795.461089
  nChanged 114
		SP:Iteration 16Q (151323.940000 sec): 3 clusters
  Score: Raw -3087800.227200 + Penalty 4880.224522 = -3082920.002678
  nChanged 67
		SP:Iteration 17Q (151324.260000 sec): 3 clusters
  Score: Raw -3087885.359496 + Penalty 4880.224522 = -3083005.134974
  nChanged 34
		SP:Iteration 18Q (151324.590000 sec): 3 clusters
  Score: Raw -3087926.790375 + Penalty 4880.224522 = -3083046.565854
  nChanged 16
		SP:Iteration 19Q (151324.900000 sec): 3 clusters
  Score: Raw -3087943.423839 + Penalty 4880.224522 = -3083063.199317
  nChanged 12
		SP:Iteration 20F (151325.260000 sec): 3 clusters
  Score: Raw -3087956.891827 + Penalty 4880.224522 = -3083076.667305
  nChanged 10
		SP:Iteration 21Q (151325.620000 sec): 3 clusters
  Score: Raw -3087968.926666 + Penalty 4880.224522 = -3083088.702144
  nChanged 7
		SP:Iteration 22Q (151325.930000 sec): 3 clusters
  Score: Raw -3087978.993337 + Penalty 4880.224522 = -3083098.768816
  nChanged 6
		SP:Iteration 23Q (151326.220000 sec): 3 clusters
  Score: Raw -3087988.720606 + Penalty 4880.224522 = -3083108.496085
  nChanged 5
		SP:Iteration 24Q (151326.540000 sec): 3 clusters
  Score: Raw -3087993.668532 + Penalty 4880.224522 = -3083113.444010
  nChanged 2
		SP:Iteration 25Q (151326.920000 sec): 3 clusters
  Score: Raw -3087996.330709 + Penalty 4880.224522 = -3083116.106187
  nChanged 2
		SP:Iteration 26Q (151327.250000 sec): 3 clusters
  Score: Raw -3087998.887434 + Penalty 4880.224522 = -3083118.662912
  nChanged 2
		SP:Iteration 27Q (151327.560000 sec): 3 clusters
  Score: Raw -3088001.307021 + Penalty 4880.224522 = -3083121.082499
  nChanged 0
		SP:Iteration 28F (151327.920000 sec): 3 clusters
  Score: Raw -3088001.307021 + Penalty 4880.224522 = -3083121.082499
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (18609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151328.170000 sec): 2 clusters
  Score: Raw -2983879.659288 + Penalty 2438.187352 = -2981441.471936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151328.540000 sec): 3 clusters
  Score: Raw -2973064.465530 + Penalty 4876.374704 = -2968188.090825
  nChanged 8128
		SP:Iteration 1F (151328.900000 sec): 3 clusters
  Score: Raw -2977482.893676 + Penalty 4876.374704 = -2972606.518972
  nChanged 1122
		SP:Iteration 2F (151329.250000 sec): 3 clusters
  Score: Raw -2977986.590871 + Penalty 4876.374704 = -2973110.216167
  nChanged 997
		SP:Iteration 3F (151329.580000 sec): 3 clusters
  Score: Raw -2978498.321190 + Penalty 4876.374704 = -2973621.946486
  nChanged 1066
		SP:Iteration 4F (151329.970000 sec): 3 clusters
  Score: Raw -2979123.925047 + Penalty 4876.374704 = -2974247.550342
  nChanged 1056
		SP:Iteration 5F (151330.340000 sec): 3 clusters
  Score: Raw -2979746.668731 + Penalty 4876.374704 = -2974870.294027
  nChanged 1034
		SP:Iteration 6F (151330.600000 sec): 3 clusters
  Score: Raw -2980377.689149 + Penalty 4876.374704 = -2975501.314445
  nChanged 962
		SP:Iteration 7F (151330.970000 sec): 3 clusters
  Score: Raw -2981017.866105 + Penalty 4876.374704 = -2976141.491400
  nChanged 880
		SP:Iteration 8Q (151331.300000 sec): 3 clusters
  Score: Raw -2981658.349514 + Penalty 4876.374704 = -2976781.974809
  nChanged 782
		SP:Iteration 9Q (151331.570000 sec): 3 clusters
  Score: Raw -2982335.074372 + Penalty 4876.374704 = -2977458.699667
  nChanged 679
		SP:Iteration 10Q (151331.920000 sec): 3 clusters
  Score: Raw -2982977.501367 + Penalty 4876.374704 = -2978101.126663
  nChanged 581
		SP:Iteration 11Q (151332.220000 sec): 3 clusters
  Score: Raw -2983458.386798 + Penalty 4876.374704 = -2978582.012094
  nChanged 443
		SP:Iteration 12Q (151332.540000 sec): 3 clusters
  Score: Raw -2983747.035738 + Penalty 4876.374704 = -2978870.661034
  nChanged 333
		SP:Iteration 13Q (151332.760000 sec): 3 clusters
  Score: Raw -2983921.605420 + Penalty 4876.374704 = -2979045.230716
  nChanged 249
		SP:Iteration 14Q (151333.100000 sec): 3 clusters
  Score: Raw -2984031.592479 + Penalty 4876.374704 = -2979155.217774
  nChanged 197
		SP:Iteration 15Q (151333.440000 sec): 3 clusters
  Score: Raw -2984111.930631 + Penalty 4876.374704 = -2979235.555927
  nChanged 166
		SP:Iteration 16Q (151333.760000 sec): 3 clusters
  Score: Raw -2984178.630206 + Penalty 4876.374704 = -2979302.255502
  nChanged 125
		SP:Iteration 17Q (151334.020000 sec): 3 clusters
  Score: Raw -2984221.099071 + Penalty 4876.374704 = -2979344.724367
  nChanged 114
		SP:Iteration 18Q (151334.340000 sec): 3 clusters
  Score: Raw -2984261.088212 + Penalty 4876.374704 = -2979384.713508
  nChanged 99
		SP:Iteration 19Q (151334.630000 sec): 3 clusters
  Score: Raw -2984295.512662 + Penalty 4876.374704 = -2979419.137957
  nChanged 67
		SP:Iteration 20F (151334.900000 sec): 3 clusters
  Score: Raw -2984317.194447 + Penalty 4876.374704 = -2979440.819743
  nChanged 65
		SP:Iteration 21Q (151335.200000 sec): 3 clusters
  Score: Raw -2984342.769292 + Penalty 4876.374704 = -2979466.394588
  nChanged 59
		SP:Iteration 22Q (151335.490000 sec): 3 clusters
  Score: Raw -2984365.402891 + Penalty 4876.374704 = -2979489.028187
  nChanged 57
		SP:Iteration 23Q (151335.810000 sec): 3 clusters
  Score: Raw -2984382.699025 + Penalty 4876.374704 = -2979506.324321
  nChanged 54
		SP:Iteration 24Q (151336.120000 sec): 3 clusters
  Score: Raw -2984400.529244 + Penalty 4876.374704 = -2979524.154540
  nChanged 45
		SP:Iteration 25Q (151336.460000 sec): 3 clusters
  Score: Raw -2984414.822440 + Penalty 4876.374704 = -2979538.447735
  nChanged 51
		SP:Iteration 26Q (151336.800000 sec): 3 clusters
  Score: Raw -2984431.497421 + Penalty 4876.374704 = -2979555.122716
  nChanged 44
		SP:Iteration 27Q (151337.100000 sec): 3 clusters
  Score: Raw -2984443.455675 + Penalty 4876.374704 = -2979567.080971
  nChanged 42
		SP:Iteration 28Q (151337.400000 sec): 3 clusters
  Score: Raw -2984457.679141 + Penalty 4876.374704 = -2979581.304436
  nChanged 47
		SP:Iteration 29Q (151337.760000 sec): 3 clusters
  Score: Raw -2984474.200960 + Penalty 4876.374704 = -2979597.826255
  nChanged 41
		SP:Iteration 30Q (151338.170000 sec): 3 clusters
  Score: Raw -2984488.761549 + Penalty 4876.374704 = -2979612.386845
  nChanged 33
		SP:Iteration 31Q (151338.550000 sec): 3 clusters
  Score: Raw -2984499.036227 + Penalty 4876.374704 = -2979622.661523
  nChanged 31
		SP:Iteration 32Q (151338.950000 sec): 3 clusters
  Score: Raw -2984508.555390 + Penalty 4876.374704 = -2979632.180686
  nChanged 34
		SP:Iteration 33Q (151339.240000 sec): 3 clusters
  Score: Raw -2984516.782288 + Penalty 4876.374704 = -2979640.407584
  nChanged 25
		SP:Iteration 34Q (151339.640000 sec): 3 clusters
  Score: Raw -2984523.897807 + Penalty 4876.374704 = -2979647.523102
  nChanged 27
		SP:Iteration 35Q (151339.910000 sec): 3 clusters
  Score: Raw -2984533.132735 + Penalty 4876.374704 = -2979656.758031
  nChanged 25
		SP:Iteration 36Q (151340.280000 sec): 3 clusters
  Score: Raw -2984541.408846 + Penalty 4876.374704 = -2979665.034142
  nChanged 32
		SP:Iteration 37Q (151340.580000 sec): 3 clusters
  Score: Raw -2984552.119539 + Penalty 4876.374704 = -2979675.744834
  nChanged 29
		SP:Iteration 38Q (151340.840000 sec): 3 clusters
  Score: Raw -2984562.081205 + Penalty 4876.374704 = -2979685.706501
  nChanged 29
		SP:Iteration 39Q (151341.160000 sec): 3 clusters
  Score: Raw -2984570.674093 + Penalty 4876.374704 = -2979694.299389
  nChanged 26
		SP:Iteration 40F (151341.520000 sec): 3 clusters
  Score: Raw -2984577.810163 + Penalty 4876.374704 = -2979701.435458
  nChanged 22
		SP:Iteration 41Q (151341.880000 sec): 3 clusters
  Score: Raw -2984584.090281 + Penalty 4876.374704 = -2979707.715577
  nChanged 15
		SP:Iteration 42Q (151342.220000 sec): 3 clusters
  Score: Raw -2984588.590549 + Penalty 4876.374704 = -2979712.215845
  nChanged 20
		SP:Iteration 43Q (151342.520000 sec): 3 clusters
  Score: Raw -2984595.156695 + Penalty 4876.374704 = -2979718.781991
  nChanged 19
		SP:Iteration 44Q (151342.860000 sec): 3 clusters
  Score: Raw -2984600.565929 + Penalty 4876.374704 = -2979724.191224
  nChanged 15
		SP:Iteration 45Q (151343.150000 sec): 3 clusters
  Score: Raw -2984603.683234 + Penalty 4876.374704 = -2979727.308530
  nChanged 14
		SP:Iteration 46Q (151343.470000 sec): 3 clusters
  Score: Raw -2984607.397616 + Penalty 4876.374704 = -2979731.022912
  nChanged 12
		SP:Iteration 47Q (151343.720000 sec): 3 clusters
  Score: Raw -2984610.270279 + Penalty 4876.374704 = -2979733.895574
  nChanged 10
		SP:Iteration 48Q (151344.050000 sec): 3 clusters
  Score: Raw -2984612.545192 + Penalty 4876.374704 = -2979736.170488
  nChanged 7
		SP:Iteration 49Q (151344.350000 sec): 3 clusters
  Score: Raw -2984614.495882 + Penalty 4876.374704 = -2979738.121177
  nChanged 7
		SP:Iteration 50Q (151344.660000 sec): 3 clusters
  Score: Raw -2984616.028734 + Penalty 4876.374704 = -2979739.654030
  nChanged 8
		SP:Iteration 51Q (151345.000000 sec): 3 clusters
  Score: Raw -2984617.932173 + Penalty 4876.374704 = -2979741.557469
  nChanged 6
		SP:Iteration 52Q (151345.320000 sec): 3 clusters
  Score: Raw -2984619.911767 + Penalty 4876.374704 = -2979743.537063
  nChanged 6
		SP:Iteration 53Q (151345.620000 sec): 3 clusters
  Score: Raw -2984621.096952 + Penalty 4876.374704 = -2979744.722247
  nChanged 3
		SP:Iteration 54Q (151345.900000 sec): 3 clusters
  Score: Raw -2984621.912662 + Penalty 4876.374704 = -2979745.537957
  nChanged 2
		SP:Iteration 55Q (151346.240000 sec): 3 clusters
  Score: Raw -2984622.315619 + Penalty 4876.374704 = -2979745.940915
  nChanged 1
		SP:Iteration 56Q (151346.550000 sec): 3 clusters
  Score: Raw -2984622.438761 + Penalty 4876.374704 = -2979746.064057
  nChanged 2
		SP:Iteration 57Q (151346.950000 sec): 3 clusters
  Score: Raw -2984622.703023 + Penalty 4876.374704 = -2979746.328318
  nChanged 3
		SP:Iteration 58Q (151347.250000 sec): 3 clusters
  Score: Raw -2984623.546882 + Penalty 4876.374704 = -2979747.172178
  nChanged 4
		SP:Iteration 59Q (151347.600000 sec): 3 clusters
  Score: Raw -2984624.182562 + Penalty 4876.374704 = -2979747.807858
  nChanged 5
		SP:Iteration 60F (151347.940000 sec): 3 clusters
  Score: Raw -2984625.202076 + Penalty 4876.374704 = -2979748.827371
  nChanged 2
		SP:Iteration 61Q (151348.290000 sec): 3 clusters
  Score: Raw -2984625.544249 + Penalty 4876.374704 = -2979749.169544
  nChanged 0
		SP:Iteration 62F (151348.580000 sec): 3 clusters
  Score: Raw -2984625.544249 + Penalty 4876.374704 = -2979749.169544
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (13650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151348.810000 sec): 2 clusters
  Score: Raw -2165574.916972 + Penalty 2361.330711 = -2163213.586262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151349.110000 sec): 3 clusters
  Score: Raw -2157878.990007 + Penalty 4722.661421 = -2153156.328586
  nChanged 5895
		SP:Iteration 1F (151349.350000 sec): 3 clusters
  Score: Raw -2160972.768584 + Penalty 4722.661421 = -2156250.107163
  nChanged 779
		SP:Iteration 2F (151349.580000 sec): 3 clusters
  Score: Raw -2161285.708379 + Penalty 4722.661421 = -2156563.046958
  nChanged 620
		SP:Iteration 3Q (151349.840000 sec): 3 clusters
  Score: Raw -2161502.031857 + Penalty 4722.661421 = -2156779.370436
  nChanged 481
		SP:Iteration 4Q (151350.160000 sec): 3 clusters
  Score: Raw -2161668.541917 + Penalty 4722.661421 = -2156945.880496
  nChanged 452
		SP:Iteration 5Q (151350.460000 sec): 3 clusters
  Score: Raw -2161825.846741 + Penalty 4722.661421 = -2157103.185320
  nChanged 450
		SP:Iteration 6Q (151350.730000 sec): 3 clusters
  Score: Raw -2161997.204710 + Penalty 4722.661421 = -2157274.543289
  nChanged 443
		SP:Iteration 7Q (151351.090000 sec): 3 clusters
  Score: Raw -2162177.162257 + Penalty 4722.661421 = -2157454.500836
  nChanged 466
		SP:Iteration 8Q (151351.310000 sec): 3 clusters
  Score: Raw -2162398.352820 + Penalty 4722.661421 = -2157675.691399
  nChanged 505
		SP:Iteration 9Q (151351.670000 sec): 3 clusters
  Score: Raw -2162670.485148 + Penalty 4722.661421 = -2157947.823727
  nChanged 577
		SP:Iteration 10Q (151352.020000 sec): 3 clusters
  Score: Raw -2163006.333440 + Penalty 4722.661421 = -2158283.672019
  nChanged 630
		SP:Iteration 11Q (151352.360000 sec): 3 clusters
  Score: Raw -2163413.301363 + Penalty 4722.661421 = -2158690.639942
  nChanged 621
		SP:Iteration 12Q (151352.650000 sec): 3 clusters
  Score: Raw -2163872.865146 + Penalty 4722.661421 = -2159150.203725
  nChanged 611
		SP:Iteration 13Q (151353.010000 sec): 3 clusters
  Score: Raw -2164353.644753 + Penalty 4722.661421 = -2159630.983332
  nChanged 526
		SP:Iteration 14Q (151353.430000 sec): 3 clusters
  Score: Raw -2164770.926269 + Penalty 4722.661421 = -2160048.264848
  nChanged 414
		SP:Iteration 15Q (151353.830000 sec): 3 clusters
  Score: Raw -2165105.670201 + Penalty 4722.661421 = -2160383.008780
  nChanged 276
		SP:Iteration 16Q (151354.130000 sec): 3 clusters
  Score: Raw -2165326.222062 + Penalty 4722.661421 = -2160603.560641
  nChanged 193
		SP:Iteration 17Q (151354.530000 sec): 3 clusters
  Score: Raw -2165484.198353 + Penalty 4722.661421 = -2160761.536932
  nChanged 154
		SP:Iteration 18Q (151354.810000 sec): 3 clusters
  Score: Raw -2165610.344013 + Penalty 4722.661421 = -2160887.682592
  nChanged 94
		SP:Iteration 19Q (151355.090000 sec): 3 clusters
  Score: Raw -2165680.869644 + Penalty 4722.661421 = -2160958.208223
  nChanged 74
		SP:Iteration 20F (151355.350000 sec): 3 clusters
  Score: Raw -2165740.030857 + Penalty 4722.661421 = -2161017.369436
  nChanged 54
		SP:Iteration 21Q (151355.630000 sec): 3 clusters
  Score: Raw -2165794.457889 + Penalty 4722.661421 = -2161071.796468
  nChanged 35
		SP:Iteration 22Q (151355.910000 sec): 3 clusters
  Score: Raw -2165826.898617 + Penalty 4722.661421 = -2161104.237196
  nChanged 32
		SP:Iteration 23Q (151356.130000 sec): 3 clusters
  Score: Raw -2165853.661124 + Penalty 4722.661421 = -2161130.999703
  nChanged 27
		SP:Iteration 24Q (151356.430000 sec): 3 clusters
  Score: Raw -2165883.097492 + Penalty 4722.661421 = -2161160.436071
  nChanged 20
		SP:Iteration 25Q (151356.670000 sec): 3 clusters
  Score: Raw -2165901.591084 + Penalty 4722.661421 = -2161178.929663
  nChanged 12
		SP:Iteration 26Q (151356.970000 sec): 3 clusters
  Score: Raw -2165909.561704 + Penalty 4722.661421 = -2161186.900283
  nChanged 7
		SP:Iteration 27Q (151357.260000 sec): 3 clusters
  Score: Raw -2165916.681312 + Penalty 4722.661421 = -2161194.019891
  nChanged 10
		SP:Iteration 28Q (151357.610000 sec): 3 clusters
  Score: Raw -2165925.430775 + Penalty 4722.661421 = -2161202.769354
  nChanged 7
		SP:Iteration 29Q (151357.900000 sec): 3 clusters
  Score: Raw -2165933.124339 + Penalty 4722.661421 = -2161210.462918
  nChanged 9
		SP:Iteration 30Q (151358.210000 sec): 3 clusters
  Score: Raw -2165943.736002 + Penalty 4722.661421 = -2161221.074581
  nChanged 9
		SP:Iteration 31Q (151358.460000 sec): 3 clusters
  Score: Raw -2165951.302681 + Penalty 4722.661421 = -2161228.641260
  nChanged 5
		SP:Iteration 32Q (151358.680000 sec): 3 clusters
  Score: Raw -2165954.624497 + Penalty 4722.661421 = -2161231.963076
  nChanged 3
		SP:Iteration 33Q (151358.950000 sec): 3 clusters
  Score: Raw -2165957.656074 + Penalty 4722.661421 = -2161234.994653
  nChanged 2
		SP:Iteration 34Q (151359.160000 sec): 3 clusters
  Score: Raw -2165960.429987 + Penalty 4722.661421 = -2161237.768566
  nChanged 0
		SP:Iteration 35F (151359.410000 sec): 3 clusters
  Score: Raw -2165960.429987 + Penalty 4722.661421 = -2161237.768566
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (26138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151359.650000 sec): 2 clusters
  Score: Raw -4122101.375844 + Penalty 2522.444077 = -4119578.931767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151359.990000 sec): 3 clusters
  Score: Raw -4106543.817665 + Penalty 5044.888155 = -4101498.929510
  nChanged 11654
		SP:Iteration 1F (151360.370000 sec): 3 clusters
  Score: Raw -4112874.035052 + Penalty 5044.888155 = -4107829.146897
  nChanged 1325
		SP:Iteration 2F (151360.740000 sec): 3 clusters
  Score: Raw -4113302.683894 + Penalty 5044.888155 = -4108257.795739
  nChanged 1122
		SP:Iteration 3Q (151361.130000 sec): 3 clusters
  Score: Raw -4113643.245676 + Penalty 5044.888155 = -4108598.357522
  nChanged 947
		SP:Iteration 4Q (151361.520000 sec): 3 clusters
  Score: Raw -4113952.135405 + Penalty 5044.888155 = -4108907.247250
  nChanged 969
		SP:Iteration 5Q (151361.890000 sec): 3 clusters
  Score: Raw -4114273.070826 + Penalty 5044.888155 = -4109228.182671
  nChanged 915
		SP:Iteration 6Q (151362.290000 sec): 3 clusters
  Score: Raw -4114594.805058 + Penalty 5044.888155 = -4109549.916903
  nChanged 971
		SP:Iteration 7Q (151362.700000 sec): 3 clusters
  Score: Raw -4114995.384086 + Penalty 5044.888155 = -4109950.495931
  nChanged 994
		SP:Iteration 8Q (151363.020000 sec): 3 clusters
  Score: Raw -4115467.477994 + Penalty 5044.888155 = -4110422.589839
  nChanged 1067
		SP:Iteration 9Q (151363.480000 sec): 3 clusters
  Score: Raw -4116064.627995 + Penalty 5044.888155 = -4111019.739841
  nChanged 1149
		SP:Iteration 10Q (151363.890000 sec): 3 clusters
  Score: Raw -4116750.203413 + Penalty 5044.888155 = -4111705.315258
  nChanged 1227
		SP:Iteration 11Q (151364.270000 sec): 3 clusters
  Score: Raw -4117503.199099 + Penalty 5044.888155 = -4112458.310944
  nChanged 1113
		SP:Iteration 12Q (151364.710000 sec): 3 clusters
  Score: Raw -4118160.256058 + Penalty 5044.888155 = -4113115.367903
  nChanged 993
		SP:Iteration 13Q (151365.120000 sec): 3 clusters
  Score: Raw -4118642.505084 + Penalty 5044.888155 = -4113597.616930
  nChanged 805
		SP:Iteration 14Q (151365.460000 sec): 3 clusters
  Score: Raw -4118939.045069 + Penalty 5044.888155 = -4113894.156914
  nChanged 567
		SP:Iteration 15Q (151365.860000 sec): 3 clusters
  Score: Raw -4119089.195150 + Penalty 5044.888155 = -4114044.306995
  nChanged 357
		SP:Iteration 16Q (151366.220000 sec): 3 clusters
  Score: Raw -4119175.275613 + Penalty 5044.888155 = -4114130.387459
  nChanged 262
		SP:Iteration 17Q (151366.610000 sec): 3 clusters
  Score: Raw -4119229.128914 + Penalty 5044.888155 = -4114184.240760
  nChanged 228
		SP:Iteration 18Q (151366.990000 sec): 3 clusters
  Score: Raw -4119280.206191 + Penalty 5044.888155 = -4114235.318036
  nChanged 241
		SP:Iteration 19Q (151367.360000 sec): 3 clusters
  Score: Raw -4119337.696417 + Penalty 5044.888155 = -4114292.808262
  nChanged 228
		SP:Iteration 20F (151367.730000 sec): 3 clusters
  Score: Raw -4119391.309485 + Penalty 5044.888155 = -4114346.421331
  nChanged 224
		SP:Iteration 21Q (151368.090000 sec): 3 clusters
  Score: Raw -4119441.391624 + Penalty 5044.888155 = -4114396.503469
  nChanged 196
		SP:Iteration 22Q (151368.490000 sec): 3 clusters
  Score: Raw -4119484.010297 + Penalty 5044.888155 = -4114439.122142
  nChanged 228
		SP:Iteration 23Q (151368.880000 sec): 3 clusters
  Score: Raw -4119537.081929 + Penalty 5044.888155 = -4114492.193775
  nChanged 221
		SP:Iteration 24Q (151369.200000 sec): 3 clusters
  Score: Raw -4119590.275521 + Penalty 5044.888155 = -4114545.387366
  nChanged 249
		SP:Iteration 25Q (151369.540000 sec): 3 clusters
  Score: Raw -4119650.722214 + Penalty 5044.888155 = -4114605.834060
  nChanged 235
		SP:Iteration 26Q (151369.930000 sec): 3 clusters
  Score: Raw -4119707.879718 + Penalty 5044.888155 = -4114662.991563
  nChanged 233
		SP:Iteration 27Q (151370.280000 sec): 3 clusters
  Score: Raw -4119763.195283 + Penalty 5044.888155 = -4114718.307129
  nChanged 226
		SP:Iteration 28Q (151370.650000 sec): 3 clusters
  Score: Raw -4119823.498436 + Penalty 5044.888155 = -4114778.610281
  nChanged 234
		SP:Iteration 29Q (151371.050000 sec): 3 clusters
  Score: Raw -4119878.907896 + Penalty 5044.888155 = -4114834.019741
  nChanged 214
		SP:Iteration 30Q (151371.470000 sec): 3 clusters
  Score: Raw -4119925.845991 + Penalty 5044.888155 = -4114880.957836
  nChanged 195
		SP:Iteration 31Q (151371.820000 sec): 3 clusters
  Score: Raw -4119968.567861 + Penalty 5044.888155 = -4114923.679707
  nChanged 191
		SP:Iteration 32Q (151372.160000 sec): 3 clusters
  Score: Raw -4120009.955975 + Penalty 5044.888155 = -4114965.067820
  nChanged 188
		SP:Iteration 33Q (151372.550000 sec): 3 clusters
  Score: Raw -4120054.522117 + Penalty 5044.888155 = -4115009.633963
  nChanged 202
		SP:Iteration 34Q (151372.870000 sec): 3 clusters
  Score: Raw -4120103.633911 + Penalty 5044.888155 = -4115058.745756
  nChanged 201
		SP:Iteration 35Q (151373.220000 sec): 3 clusters
  Score: Raw -4120155.432758 + Penalty 5044.888155 = -4115110.544603
  nChanged 237
		SP:Iteration 36Q (151373.590000 sec): 3 clusters
  Score: Raw -4120218.498882 + Penalty 5044.888155 = -4115173.610728
  nChanged 233
		SP:Iteration 37Q (151373.930000 sec): 3 clusters
  Score: Raw -4120288.862167 + Penalty 5044.888155 = -4115243.974012
  nChanged 249
		SP:Iteration 38Q (151374.250000 sec): 3 clusters
  Score: Raw -4120361.686287 + Penalty 5044.888155 = -4115316.798132
  nChanged 230
		SP:Iteration 39Q (151374.620000 sec): 3 clusters
  Score: Raw -4120432.026935 + Penalty 5044.888155 = -4115387.138780
  nChanged 222
		SP:Iteration 40F (151375.020000 sec): 3 clusters
  Score: Raw -4120506.608620 + Penalty 5044.888155 = -4115461.720465
  nChanged 230
		SP:Iteration 41Q (151375.410000 sec): 3 clusters
  Score: Raw -4120582.399169 + Penalty 5044.888155 = -4115537.511014
  nChanged 241
		SP:Iteration 42Q (151375.750000 sec): 3 clusters
  Score: Raw -4120664.588366 + Penalty 5044.888155 = -4115619.700211
  nChanged 232
		SP:Iteration 43Q (151376.060000 sec): 3 clusters
  Score: Raw -4120747.927817 + Penalty 5044.888155 = -4115703.039663
  nChanged 229
		SP:Iteration 44Q (151376.410000 sec): 3 clusters
  Score: Raw -4120837.134862 + Penalty 5044.888155 = -4115792.246708
  nChanged 214
		SP:Iteration 45Q (151376.740000 sec): 3 clusters
  Score: Raw -4120922.634163 + Penalty 5044.888155 = -4115877.746009
  nChanged 245
		SP:Iteration 46Q (151377.100000 sec): 3 clusters
  Score: Raw -4121030.757609 + Penalty 5044.888155 = -4115985.869454
  nChanged 235
		SP:Iteration 47Q (151377.380000 sec): 3 clusters
  Score: Raw -4121144.653901 + Penalty 5044.888155 = -4116099.765746
  nChanged 250
		SP:Iteration 48Q (151377.740000 sec): 3 clusters
  Score: Raw -4121268.610585 + Penalty 5044.888155 = -4116223.722430
  nChanged 244
		SP:Iteration 49Q (151378.100000 sec): 3 clusters
  Score: Raw -4121397.122501 + Penalty 5044.888155 = -4116352.234347
  nChanged 230
		SP:Iteration 50Q (151378.500000 sec): 3 clusters
  Score: Raw -4121522.464866 + Penalty 5044.888155 = -4116477.576711
  nChanged 210
		SP:Iteration 51Q (151378.940000 sec): 3 clusters
  Score: Raw -4121637.487948 + Penalty 5044.888155 = -4116592.599794
  nChanged 181
		SP:Iteration 52Q (151379.280000 sec): 3 clusters
  Score: Raw -4121732.213569 + Penalty 5044.888155 = -4116687.325414
  nChanged 149
		SP:Iteration 53Q (151379.640000 sec): 3 clusters
  Score: Raw -4121804.672540 + Penalty 5044.888155 = -4116759.784385
  nChanged 111
		SP:Iteration 54Q (151380.010000 sec): 3 clusters
  Score: Raw -4121870.169158 + Penalty 5044.888155 = -4116825.281004
  nChanged 129
		SP:Iteration 55Q (151380.370000 sec): 3 clusters
  Score: Raw -4121949.405295 + Penalty 5044.888155 = -4116904.517141
  nChanged 104
		SP:Iteration 56Q (151380.740000 sec): 3 clusters
  Score: Raw -4122008.278524 + Penalty 5044.888155 = -4116963.390369
  nChanged 75
		SP:Iteration 57Q (151381.100000 sec): 3 clusters
  Score: Raw -4122051.014865 + Penalty 5044.888155 = -4117006.126711
  nChanged 76
		SP:Iteration 58Q (151381.520000 sec): 3 clusters
  Score: Raw -4122097.253789 + Penalty 5044.888155 = -4117052.365634
  nChanged 81
		SP:Iteration 59Q (151381.890000 sec): 3 clusters
  Score: Raw -4122145.931986 + Penalty 5044.888155 = -4117101.043831
  nChanged 69
		SP:Iteration 60F (151382.230000 sec): 3 clusters
  Score: Raw -4122187.758258 + Penalty 5044.888155 = -4117142.870103
  nChanged 57
		SP:Iteration 61Q (151382.600000 sec): 3 clusters
  Score: Raw -4122220.598111 + Penalty 5044.888155 = -4117175.709957
  nChanged 46
		SP:Iteration 62Q (151382.950000 sec): 3 clusters
  Score: Raw -4122247.187900 + Penalty 5044.888155 = -4117202.299745
  nChanged 40
		SP:Iteration 63Q (151383.250000 sec): 3 clusters
  Score: Raw -4122273.506620 + Penalty 5044.888155 = -4117228.618466
  nChanged 33
		SP:Iteration 64Q (151383.580000 sec): 3 clusters
  Score: Raw -4122297.555268 + Penalty 5044.888155 = -4117252.667113
  nChanged 26
		SP:Iteration 65Q (151383.970000 sec): 3 clusters
  Score: Raw -4122315.660752 + Penalty 5044.888155 = -4117270.772597
  nChanged 23
		SP:Iteration 66Q (151384.310000 sec): 3 clusters
  Score: Raw -4122332.298086 + Penalty 5044.888155 = -4117287.409931
  nChanged 19
		SP:Iteration 67Q (151384.660000 sec): 3 clusters
  Score: Raw -4122344.845232 + Penalty 5044.888155 = -4117299.957078
  nChanged 14
		SP:Iteration 68Q (151384.990000 sec): 3 clusters
  Score: Raw -4122352.469174 + Penalty 5044.888155 = -4117307.581019
  nChanged 11
		SP:Iteration 69Q (151385.320000 sec): 3 clusters
  Score: Raw -4122358.587321 + Penalty 5044.888155 = -4117313.699166
  nChanged 8
		SP:Iteration 70Q (151385.660000 sec): 3 clusters
  Score: Raw -4122363.386223 + Penalty 5044.888155 = -4117318.498069
  nChanged 6
		SP:Iteration 71Q (151386.000000 sec): 3 clusters
  Score: Raw -4122366.933721 + Penalty 5044.888155 = -4117322.045567
  nChanged 3
		SP:Iteration 72Q (151386.330000 sec): 3 clusters
  Score: Raw -4122368.496300 + Penalty 5044.888155 = -4117323.608145
  nChanged 5
		SP:Iteration 73Q (151386.660000 sec): 3 clusters
  Score: Raw -4122370.756097 + Penalty 5044.888155 = -4117325.867942
  nChanged 3
		SP:Iteration 74Q (151386.990000 sec): 3 clusters
  Score: Raw -4122372.447349 + Penalty 5044.888155 = -4117327.559195
  nChanged 4
		SP:Iteration 75Q (151387.400000 sec): 3 clusters
  Score: Raw -4122375.040712 + Penalty 5044.888155 = -4117330.152557
  nChanged 6
		SP:Iteration 76Q (151387.720000 sec): 3 clusters
  Score: Raw -4122380.006166 + Penalty 5044.888155 = -4117335.118012
  nChanged 4
		SP:Iteration 77Q (151388.030000 sec): 3 clusters
  Score: Raw -4122382.597801 + Penalty 5044.888155 = -4117337.709646
  nChanged 4
		SP:Iteration 78Q (151388.360000 sec): 3 clusters
  Score: Raw -4122385.078971 + Penalty 5044.888155 = -4117340.190817
  nChanged 4
		SP:Iteration 79Q (151388.760000 sec): 3 clusters
  Score: Raw -4122387.055448 + Penalty 5044.888155 = -4117342.167293
  nChanged 1
		SP:Iteration 80F (151389.140000 sec): 3 clusters
  Score: Raw -4122388.096842 + Penalty 5044.888155 = -4117343.208688
  nChanged 1
		SP:Iteration 81Q (151389.450000 sec): 3 clusters
  Score: Raw -4122388.294348 + Penalty 5044.888155 = -4117343.406194
  nChanged 0
		SP:Iteration 82F (151389.800000 sec): 3 clusters
  Score: Raw -4122388.294348 + Penalty 5044.888155 = -4117343.406194
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (7955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151389.940000 sec): 2 clusters
  Score: Raw -1233008.088784 + Penalty 2227.425873 = -1230780.662911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151390.170000 sec): 3 clusters
  Score: Raw -1228861.266767 + Penalty 4454.851747 = -1224406.415020
  nChanged 3250
		SP:Iteration 1F (151390.420000 sec): 3 clusters
  Score: Raw -1230831.715774 + Penalty 4454.851747 = -1226376.864027
  nChanged 742
		SP:Iteration 2F (151390.660000 sec): 3 clusters
  Score: Raw -1231613.204639 + Penalty 4454.851747 = -1227158.352892
  nChanged 707
		SP:Iteration 3F (151390.860000 sec): 3 clusters
  Score: Raw -1232280.649149 + Penalty 4454.851747 = -1227825.797402
  nChanged 631
		SP:Iteration 4F (151391.090000 sec): 3 clusters
  Score: Raw -1232842.977205 + Penalty 4454.851747 = -1228388.125458
  nChanged 551
		SP:Iteration 5F (151391.280000 sec): 3 clusters
  Score: Raw -1233319.079414 + Penalty 4454.851747 = -1228864.227668
  nChanged 456
		SP:Iteration 6F (151391.490000 sec): 3 clusters
  Score: Raw -1233678.620989 + Penalty 4454.851747 = -1229223.769242
  nChanged 331
		SP:Iteration 7Q (151391.670000 sec): 3 clusters
  Score: Raw -1233883.550923 + Penalty 4454.851747 = -1229428.699176
  nChanged 238
		SP:Iteration 8Q (151391.840000 sec): 3 clusters
  Score: Raw -1234000.829201 + Penalty 4454.851747 = -1229545.977454
  nChanged 171
		SP:Iteration 9Q (151392.040000 sec): 3 clusters
  Score: Raw -1234084.174803 + Penalty 4454.851747 = -1229629.323057
  nChanged 117
		SP:Iteration 10Q (151392.260000 sec): 3 clusters
  Score: Raw -1234131.677726 + Penalty 4454.851747 = -1229676.825979
  nChanged 82
		SP:Iteration 11Q (151392.520000 sec): 3 clusters
  Score: Raw -1234155.172978 + Penalty 4454.851747 = -1229700.321231
  nChanged 51
		SP:Iteration 12Q (151392.740000 sec): 3 clusters
  Score: Raw -1234171.097153 + Penalty 4454.851747 = -1229716.245406
  nChanged 39
		SP:Iteration 13Q (151392.960000 sec): 3 clusters
  Score: Raw -1234182.094741 + Penalty 4454.851747 = -1229727.242995
  nChanged 34
		SP:Iteration 14Q (151393.170000 sec): 3 clusters
  Score: Raw -1234192.079751 + Penalty 4454.851747 = -1229737.228004
  nChanged 28
		SP:Iteration 15Q (151393.390000 sec): 3 clusters
  Score: Raw -1234199.746633 + Penalty 4454.851747 = -1229744.894886
  nChanged 34
		SP:Iteration 16Q (151393.600000 sec): 3 clusters
  Score: Raw -1234207.450414 + Penalty 4454.851747 = -1229752.598667
  nChanged 24
		SP:Iteration 17Q (151393.820000 sec): 3 clusters
  Score: Raw -1234213.859304 + Penalty 4454.851747 = -1229759.007557
  nChanged 23
		SP:Iteration 18Q (151394.040000 sec): 3 clusters
  Score: Raw -1234219.860189 + Penalty 4454.851747 = -1229765.008442
  nChanged 27
		SP:Iteration 19Q (151394.250000 sec): 3 clusters
  Score: Raw -1234226.142864 + Penalty 4454.851747 = -1229771.291118
  nChanged 20
		SP:Iteration 20F (151394.460000 sec): 3 clusters
  Score: Raw -1234231.111408 + Penalty 4454.851747 = -1229776.259661
  nChanged 26
		SP:Iteration 21Q (151394.680000 sec): 3 clusters
  Score: Raw -1234237.176810 + Penalty 4454.851747 = -1229782.325063
  nChanged 22
		SP:Iteration 22Q (151394.900000 sec): 3 clusters
  Score: Raw -1234242.411573 + Penalty 4454.851747 = -1229787.559827
  nChanged 19
		SP:Iteration 23Q (151395.110000 sec): 3 clusters
  Score: Raw -1234247.210396 + Penalty 4454.851747 = -1229792.358650
  nChanged 23
		SP:Iteration 24Q (151395.330000 sec): 3 clusters
  Score: Raw -1234252.621663 + Penalty 4454.851747 = -1229797.769916
  nChanged 22
		SP:Iteration 25Q (151395.540000 sec): 3 clusters
  Score: Raw -1234257.723642 + Penalty 4454.851747 = -1229802.871895
  nChanged 20
		SP:Iteration 26Q (151395.760000 sec): 3 clusters
  Score: Raw -1234262.031662 + Penalty 4454.851747 = -1229807.179915
  nChanged 10
		SP:Iteration 27Q (151395.980000 sec): 3 clusters
  Score: Raw -1234263.852589 + Penalty 4454.851747 = -1229809.000843
  nChanged 11
		SP:Iteration 28Q (151396.200000 sec): 3 clusters
  Score: Raw -1234266.156408 + Penalty 4454.851747 = -1229811.304661
  nChanged 13
		SP:Iteration 29Q (151396.420000 sec): 3 clusters
  Score: Raw -1234269.329326 + Penalty 4454.851747 = -1229814.477579
  nChanged 7
		SP:Iteration 30Q (151396.630000 sec): 3 clusters
  Score: Raw -1234270.780537 + Penalty 4454.851747 = -1229815.928790
  nChanged 9
		SP:Iteration 31Q (151396.850000 sec): 3 clusters
  Score: Raw -1234272.757124 + Penalty 4454.851747 = -1229817.905377
  nChanged 11
		SP:Iteration 32Q (151397.070000 sec): 3 clusters
  Score: Raw -1234274.954568 + Penalty 4454.851747 = -1229820.102821
  nChanged 12
		SP:Iteration 33Q (151397.280000 sec): 3 clusters
  Score: Raw -1234277.093358 + Penalty 4454.851747 = -1229822.241612
  nChanged 7
		SP:Iteration 34Q (151397.500000 sec): 3 clusters
  Score: Raw -1234278.193925 + Penalty 4454.851747 = -1229823.342178
  nChanged 6
		SP:Iteration 35Q (151397.710000 sec): 3 clusters
  Score: Raw -1234279.112282 + Penalty 4454.851747 = -1229824.260536
  nChanged 2
		SP:Iteration 36Q (151397.930000 sec): 3 clusters
  Score: Raw -1234279.451342 + Penalty 4454.851747 = -1229824.599596
  nChanged 1
		SP:Iteration 37Q (151398.150000 sec): 3 clusters
  Score: Raw -1234279.586944 + Penalty 4454.851747 = -1229824.735198
  nChanged 1
		SP:Iteration 38Q (151398.360000 sec): 3 clusters
  Score: Raw -1234279.714878 + Penalty 4454.851747 = -1229824.863132
  nChanged 2
		SP:Iteration 39Q (151398.580000 sec): 3 clusters
  Score: Raw -1234279.966153 + Penalty 4454.851747 = -1229825.114406
  nChanged 2
		SP:Iteration 40F (151398.800000 sec): 3 clusters
  Score: Raw -1234280.507485 + Penalty 4454.851747 = -1229825.655738
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (10040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151398.940000 sec): 2 clusters
  Score: Raw -1472173.240517 + Penalty 2285.154434 = -1469888.086084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151399.140000 sec): 3 clusters
  Score: Raw -1466737.466380 + Penalty 4570.308867 = -1462167.157513
  nChanged 4245
		SP:Iteration 1F (151399.410000 sec): 3 clusters
  Score: Raw -1469194.139647 + Penalty 4570.308867 = -1464623.830780
  nChanged 810
		SP:Iteration 2F (151399.660000 sec): 3 clusters
  Score: Raw -1469733.442031 + Penalty 4570.308867 = -1465163.133164
  nChanged 652
		SP:Iteration 3F (151399.900000 sec): 3 clusters
  Score: Raw -1470172.416334 + Penalty 4570.308867 = -1465602.107467
  nChanged 568
		SP:Iteration 4F (151400.090000 sec): 3 clusters
  Score: Raw -1470526.840064 + Penalty 4570.308867 = -1465956.531197
  nChanged 519
		SP:Iteration 5F (151400.290000 sec): 3 clusters
  Score: Raw -1470825.414357 + Penalty 4570.308867 = -1466255.105490
  nChanged 407
		SP:Iteration 6Q (151400.570000 sec): 3 clusters
  Score: Raw -1471033.275785 + Penalty 4570.308867 = -1466462.966918
  nChanged 333
		SP:Iteration 7Q (151400.810000 sec): 3 clusters
  Score: Raw -1471191.336619 + Penalty 4570.308867 = -1466621.027752
  nChanged 292
		SP:Iteration 8Q (151401.000000 sec): 3 clusters
  Score: Raw -1471309.591721 + Penalty 4570.308867 = -1466739.282854
  nChanged 246
		SP:Iteration 9Q (151401.190000 sec): 3 clusters
  Score: Raw -1471400.210476 + Penalty 4570.308867 = -1466829.901609
  nChanged 187
		SP:Iteration 10Q (151401.390000 sec): 3 clusters
  Score: Raw -1471468.817482 + Penalty 4570.308867 = -1466898.508615
  nChanged 174
		SP:Iteration 11Q (151401.630000 sec): 3 clusters
  Score: Raw -1471526.476804 + Penalty 4570.308867 = -1466956.167937
  nChanged 148
		SP:Iteration 12Q (151401.860000 sec): 3 clusters
  Score: Raw -1471576.064912 + Penalty 4570.308867 = -1467005.756045
  nChanged 139
		SP:Iteration 13Q (151402.110000 sec): 3 clusters
  Score: Raw -1471623.430406 + Penalty 4570.308867 = -1467053.121539
  nChanged 124
		SP:Iteration 14Q (151402.300000 sec): 3 clusters
  Score: Raw -1471670.978383 + Penalty 4570.308867 = -1467100.669516
  nChanged 141
		SP:Iteration 15Q (151402.490000 sec): 3 clusters
  Score: Raw -1471725.474737 + Penalty 4570.308867 = -1467155.165870
  nChanged 155
		SP:Iteration 16Q (151402.680000 sec): 3 clusters
  Score: Raw -1471788.876416 + Penalty 4570.308867 = -1467218.567549
  nChanged 152
		SP:Iteration 17Q (151402.880000 sec): 3 clusters
  Score: Raw -1471856.891157 + Penalty 4570.308867 = -1467286.582290
  nChanged 181
		SP:Iteration 18Q (151403.110000 sec): 3 clusters
  Score: Raw -1471945.107861 + Penalty 4570.308867 = -1467374.798994
  nChanged 167
		SP:Iteration 19Q (151403.350000 sec): 3 clusters
  Score: Raw -1472019.592760 + Penalty 4570.308867 = -1467449.283893
  nChanged 163
		SP:Iteration 20F (151403.590000 sec): 3 clusters
  Score: Raw -1472077.711095 + Penalty 4570.308867 = -1467507.402228
  nChanged 127
		SP:Iteration 21Q (151403.780000 sec): 3 clusters
  Score: Raw -1472124.267695 + Penalty 4570.308867 = -1467553.958828
  nChanged 116
		SP:Iteration 22Q (151403.980000 sec): 3 clusters
  Score: Raw -1472165.798095 + Penalty 4570.308867 = -1467595.489228
  nChanged 103
		SP:Iteration 23Q (151404.210000 sec): 3 clusters
  Score: Raw -1472202.889412 + Penalty 4570.308867 = -1467632.580545
  nChanged 97
		SP:Iteration 24Q (151404.450000 sec): 3 clusters
  Score: Raw -1472232.271471 + Penalty 4570.308867 = -1467661.962604
  nChanged 84
		SP:Iteration 25Q (151404.690000 sec): 3 clusters
  Score: Raw -1472258.809668 + Penalty 4570.308867 = -1467688.500801
  nChanged 74
		SP:Iteration 26Q (151404.930000 sec): 3 clusters
  Score: Raw -1472285.124378 + Penalty 4570.308867 = -1467714.815511
  nChanged 74
		SP:Iteration 27Q (151405.170000 sec): 3 clusters
  Score: Raw -1472306.049713 + Penalty 4570.308867 = -1467735.740846
  nChanged 72
		SP:Iteration 28Q (151405.410000 sec): 3 clusters
  Score: Raw -1472327.192226 + Penalty 4570.308867 = -1467756.883359
  nChanged 68
		SP:Iteration 29Q (151405.600000 sec): 3 clusters
  Score: Raw -1472347.661911 + Penalty 4570.308867 = -1467777.353044
  nChanged 66
		SP:Iteration 30Q (151405.800000 sec): 3 clusters
  Score: Raw -1472376.170631 + Penalty 4570.308867 = -1467805.861764
  nChanged 83
		SP:Iteration 31Q (151406.000000 sec): 3 clusters
  Score: Raw -1472411.499989 + Penalty 4570.308867 = -1467841.191122
  nChanged 86
		SP:Iteration 32Q (151406.200000 sec): 3 clusters
  Score: Raw -1472445.837868 + Penalty 4570.308867 = -1467875.529001
  nChanged 89
		SP:Iteration 33Q (151406.390000 sec): 3 clusters
  Score: Raw -1472483.841066 + Penalty 4570.308867 = -1467913.532199
  nChanged 104
		SP:Iteration 34Q (151406.590000 sec): 3 clusters
  Score: Raw -1472533.021351 + Penalty 4570.308867 = -1467962.712484
  nChanged 111
		SP:Iteration 35Q (151406.790000 sec): 3 clusters
  Score: Raw -1472585.109470 + Penalty 4570.308867 = -1468014.800603
  nChanged 109
		SP:Iteration 36Q (151406.980000 sec): 3 clusters
  Score: Raw -1472629.991365 + Penalty 4570.308867 = -1468059.682498
  nChanged 102
		SP:Iteration 37Q (151407.270000 sec): 3 clusters
  Score: Raw -1472678.944290 + Penalty 4570.308867 = -1468108.635423
  nChanged 115
		SP:Iteration 38Q (151407.470000 sec): 3 clusters
  Score: Raw -1472745.713034 + Penalty 4570.308867 = -1468175.404167
  nChanged 110
		SP:Iteration 39Q (151407.670000 sec): 3 clusters
  Score: Raw -1472804.763927 + Penalty 4570.308867 = -1468234.455060
  nChanged 97
		SP:Iteration 40F (151407.900000 sec): 3 clusters
  Score: Raw -1472848.050392 + Penalty 4570.308867 = -1468277.741525
  nChanged 81
		SP:Iteration 41Q (151408.140000 sec): 3 clusters
  Score: Raw -1472883.454568 + Penalty 4570.308867 = -1468313.145701
  nChanged 92
		SP:Iteration 42Q (151408.380000 sec): 3 clusters
  Score: Raw -1472912.292233 + Penalty 4570.308867 = -1468341.983366
  nChanged 75
		SP:Iteration 43Q (151408.580000 sec): 3 clusters
  Score: Raw -1472936.833405 + Penalty 4570.308867 = -1468366.524538
  nChanged 70
		SP:Iteration 44Q (151408.810000 sec): 3 clusters
  Score: Raw -1472958.153385 + Penalty 4570.308867 = -1468387.844518
  nChanged 57
		SP:Iteration 45Q (151409.050000 sec): 3 clusters
  Score: Raw -1472975.813582 + Penalty 4570.308867 = -1468405.504715
  nChanged 47
		SP:Iteration 46Q (151409.290000 sec): 3 clusters
  Score: Raw -1472992.401809 + Penalty 4570.308867 = -1468422.092942
  nChanged 39
		SP:Iteration 47Q (151409.490000 sec): 3 clusters
  Score: Raw -1473004.107249 + Penalty 4570.308867 = -1468433.798382
  nChanged 34
		SP:Iteration 48Q (151409.690000 sec): 3 clusters
  Score: Raw -1473011.599427 + Penalty 4570.308867 = -1468441.290559
  nChanged 31
		SP:Iteration 49Q (151409.880000 sec): 3 clusters
  Score: Raw -1473018.253627 + Penalty 4570.308867 = -1468447.944760
  nChanged 28
		SP:Iteration 50Q (151410.080000 sec): 3 clusters
  Score: Raw -1473024.135926 + Penalty 4570.308867 = -1468453.827059
  nChanged 25
		SP:Iteration 51Q (151410.320000 sec): 3 clusters
  Score: Raw -1473031.412586 + Penalty 4570.308867 = -1468461.103719
  nChanged 24
		SP:Iteration 52Q (151410.560000 sec): 3 clusters
  Score: Raw -1473037.967675 + Penalty 4570.308867 = -1468467.658808
  nChanged 20
		SP:Iteration 53Q (151410.840000 sec): 3 clusters
  Score: Raw -1473042.957503 + Penalty 4570.308867 = -1468472.648636
  nChanged 27
		SP:Iteration 54Q (151411.000000 sec): 3 clusters
  Score: Raw -1473049.371891 + Penalty 4570.308867 = -1468479.063024
  nChanged 21
		SP:Iteration 55Q (151411.240000 sec): 3 clusters
  Score: Raw -1473054.309802 + Penalty 4570.308867 = -1468484.000935
  nChanged 13
		SP:Iteration 56Q (151411.470000 sec): 3 clusters
  Score: Raw -1473056.657417 + Penalty 4570.308867 = -1468486.348550
  nChanged 10
		SP:Iteration 57Q (151411.670000 sec): 3 clusters
  Score: Raw -1473058.568726 + Penalty 4570.308867 = -1468488.259859
  nChanged 10
		SP:Iteration 58Q (151411.910000 sec): 3 clusters
  Score: Raw -1473060.538593 + Penalty 4570.308867 = -1468490.229726
  nChanged 14
		SP:Iteration 59Q (151412.150000 sec): 3 clusters
  Score: Raw -1473063.628015 + Penalty 4570.308867 = -1468493.319148
  nChanged 20
		SP:Iteration 60F (151412.390000 sec): 3 clusters
  Score: Raw -1473068.235508 + Penalty 4570.308867 = -1468497.926641
  nChanged 24
		SP:Iteration 61Q (151412.660000 sec): 3 clusters
  Score: Raw -1473073.984918 + Penalty 4570.308867 = -1468503.676051
  nChanged 22
		SP:Iteration 62Q (151412.910000 sec): 3 clusters
  Score: Raw -1473079.077002 + Penalty 4570.308867 = -1468508.768135
  nChanged 19
		SP:Iteration 63Q (151413.170000 sec): 3 clusters
  Score: Raw -1473082.454544 + Penalty 4570.308867 = -1468512.145677
  nChanged 14
		SP:Iteration 64Q (151413.430000 sec): 3 clusters
  Score: Raw -1473084.586162 + Penalty 4570.308867 = -1468514.277295
  nChanged 13
		SP:Iteration 65Q (151413.690000 sec): 3 clusters
  Score: Raw -1473087.446305 + Penalty 4570.308867 = -1468517.137438
  nChanged 12
		SP:Iteration 66Q (151413.950000 sec): 3 clusters
  Score: Raw -1473089.285534 + Penalty 4570.308867 = -1468518.976667
  nChanged 9
		SP:Iteration 67Q (151414.150000 sec): 3 clusters
  Score: Raw -1473091.812779 + Penalty 4570.308867 = -1468521.503912
  nChanged 11
		SP:Iteration 68Q (151414.450000 sec): 3 clusters
  Score: Raw -1473093.754016 + Penalty 4570.308867 = -1468523.445149
  nChanged 8
		SP:Iteration 69Q (151414.620000 sec): 3 clusters
  Score: Raw -1473095.217537 + Penalty 4570.308867 = -1468524.908670
  nChanged 8
		SP:Iteration 70Q (151414.820000 sec): 3 clusters
  Score: Raw -1473097.923378 + Penalty 4570.308867 = -1468527.614511
  nChanged 9
		SP:Iteration 71Q (151415.070000 sec): 3 clusters
  Score: Raw -1473099.838554 + Penalty 4570.308867 = -1468529.529687
  nChanged 14
		SP:Iteration 72Q (151415.290000 sec): 3 clusters
  Score: Raw -1473102.296032 + Penalty 4570.308867 = -1468531.987165
  nChanged 7
		SP:Iteration 73Q (151415.530000 sec): 3 clusters
  Score: Raw -1473103.599434 + Penalty 4570.308867 = -1468533.290567
  nChanged 10
		SP:Iteration 74Q (151415.750000 sec): 3 clusters
  Score: Raw -1473105.523124 + Penalty 4570.308867 = -1468535.214257
  nChanged 6
		SP:Iteration 75Q (151416.000000 sec): 3 clusters
  Score: Raw -1473106.929985 + Penalty 4570.308867 = -1468536.621118
  nChanged 7
		SP:Iteration 76Q (151416.190000 sec): 3 clusters
  Score: Raw -1473108.231347 + Penalty 4570.308867 = -1468537.922480
  nChanged 8
		SP:Iteration 77Q (151416.490000 sec): 3 clusters
  Score: Raw -1473110.019438 + Penalty 4570.308867 = -1468539.710571
  nChanged 7
		SP:Iteration 78Q (151416.770000 sec): 3 clusters
  Score: Raw -1473111.805365 + Penalty 4570.308867 = -1468541.496498
  nChanged 7
		SP:Iteration 79Q (151417.010000 sec): 3 clusters
  Score: Raw -1473112.763225 + Penalty 4570.308867 = -1468542.454358
  nChanged 1
		SP:Iteration 80F (151417.220000 sec): 3 clusters
  Score: Raw -1473113.115532 + Penalty 4570.308867 = -1468542.806665
  nChanged 3
		SP:Iteration 81Q (151417.520000 sec): 3 clusters
  Score: Raw -1473113.555501 + Penalty 4570.308867 = -1468543.246634
  nChanged 1
		SP:Iteration 82Q (151417.750000 sec): 3 clusters
  Score: Raw -1473113.682674 + Penalty 4570.308867 = -1468543.373806
  nChanged 1
		SP:Iteration 83Q (151418.030000 sec): 3 clusters
  Score: Raw -1473114.534371 + Penalty 4570.308867 = -1468544.225504
  nChanged 2
		SP:Iteration 84Q (151418.280000 sec): 3 clusters
  Score: Raw -1473115.044328 + Penalty 4570.308867 = -1468544.735461
  nChanged 5
		SP:Iteration 85Q (151418.470000 sec): 3 clusters
  Score: Raw -1473115.879340 + Penalty 4570.308867 = -1468545.570473
  nChanged 1
		SP:Iteration 86Q (151418.690000 sec): 3 clusters
  Score: Raw -1473115.977660 + Penalty 4570.308867 = -1468545.668793
  nChanged 0
		SP:Iteration 87F (151418.900000 sec): 3 clusters
  Score: Raw -1473115.977660 + Penalty 4570.308867 = -1468545.668793
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (26972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151419.150000 sec): 2 clusters
  Score: Raw -4335091.286360 + Penalty 2530.233533 = -4332561.052827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151419.530000 sec): 3 clusters
  Score: Raw -4319047.324889 + Penalty 5060.467067 = -4313986.857822
  nChanged 12134
		SP:Iteration 1F (151419.940000 sec): 3 clusters
  Score: Raw -4325868.378951 + Penalty 5060.467067 = -4320807.911884
  nChanged 1455
		SP:Iteration 2F (151420.340000 sec): 3 clusters
  Score: Raw -4326501.828236 + Penalty 5060.467067 = -4321441.361169
  nChanged 1432
		SP:Iteration 3F (151420.800000 sec): 3 clusters
  Score: Raw -4327231.375412 + Penalty 5060.467067 = -4322170.908345
  nChanged 1540
		SP:Iteration 4F (151421.220000 sec): 3 clusters
  Score: Raw -4328061.511954 + Penalty 5060.467067 = -4323001.044887
  nChanged 1649
		SP:Iteration 5F (151421.660000 sec): 3 clusters
  Score: Raw -4328961.262027 + Penalty 5060.467067 = -4323900.794960
  nChanged 1621
		SP:Iteration 6F (151422.050000 sec): 3 clusters
  Score: Raw -4329846.447711 + Penalty 5060.467067 = -4324785.980644
  nChanged 1455
		SP:Iteration 7F (151422.380000 sec): 3 clusters
  Score: Raw -4330581.869314 + Penalty 5060.467067 = -4325521.402247
  nChanged 1223
		SP:Iteration 8Q (151422.750000 sec): 3 clusters
  Score: Raw -4331131.024270 + Penalty 5060.467067 = -4326070.557204
  nChanged 989
		SP:Iteration 9Q (151423.130000 sec): 3 clusters
  Score: Raw -4331545.977913 + Penalty 5060.467067 = -4326485.510846
  nChanged 802
		SP:Iteration 10Q (151423.510000 sec): 3 clusters
  Score: Raw -4331858.834071 + Penalty 5060.467067 = -4326798.367004
  nChanged 687
		SP:Iteration 11Q (151423.930000 sec): 3 clusters
  Score: Raw -4332109.926859 + Penalty 5060.467067 = -4327049.459793
  nChanged 591
		SP:Iteration 12Q (151424.280000 sec): 3 clusters
  Score: Raw -4332322.326729 + Penalty 5060.467067 = -4327261.859663
  nChanged 559
		SP:Iteration 13Q (151424.680000 sec): 3 clusters
  Score: Raw -4332531.425881 + Penalty 5060.467067 = -4327470.958815
  nChanged 562
		SP:Iteration 14Q (151425.030000 sec): 3 clusters
  Score: Raw -4332741.201883 + Penalty 5060.467067 = -4327680.734817
  nChanged 537
		SP:Iteration 15Q (151425.400000 sec): 3 clusters
  Score: Raw -4332944.679422 + Penalty 5060.467067 = -4327884.212356
  nChanged 513
		SP:Iteration 16Q (151425.750000 sec): 3 clusters
  Score: Raw -4333178.123847 + Penalty 5060.467067 = -4328117.656781
  nChanged 559
		SP:Iteration 17Q (151426.150000 sec): 3 clusters
  Score: Raw -4333458.077415 + Penalty 5060.467067 = -4328397.610348
  nChanged 558
		SP:Iteration 18Q (151426.500000 sec): 3 clusters
  Score: Raw -4333783.707894 + Penalty 5060.467067 = -4328723.240828
  nChanged 609
		SP:Iteration 19Q (151426.880000 sec): 3 clusters
  Score: Raw -4334191.474461 + Penalty 5060.467067 = -4329131.007395
  nChanged 623
		SP:Iteration 20F (151427.210000 sec): 3 clusters
  Score: Raw -4334698.152583 + Penalty 5060.467067 = -4329637.685516
  nChanged 608
		SP:Iteration 21Q (151427.580000 sec): 3 clusters
  Score: Raw -4335266.328891 + Penalty 5060.467067 = -4330205.861825
  nChanged 545
		SP:Iteration 22Q (151427.930000 sec): 3 clusters
  Score: Raw -4335778.031763 + Penalty 5060.467067 = -4330717.564696
  nChanged 423
		SP:Iteration 23Q (151428.280000 sec): 3 clusters
  Score: Raw -4336161.374064 + Penalty 5060.467067 = -4331100.906998
  nChanged 296
		SP:Iteration 24Q (151428.620000 sec): 3 clusters
  Score: Raw -4336415.156902 + Penalty 5060.467067 = -4331354.689836
  nChanged 191
		SP:Iteration 25Q (151429.030000 sec): 3 clusters
  Score: Raw -4336550.774079 + Penalty 5060.467067 = -4331490.307012
  nChanged 118
		SP:Iteration 26Q (151429.340000 sec): 3 clusters
  Score: Raw -4336617.403535 + Penalty 5060.467067 = -4331556.936469
  nChanged 97
		SP:Iteration 27Q (151429.730000 sec): 3 clusters
  Score: Raw -4336666.136364 + Penalty 5060.467067 = -4331605.669297
  nChanged 80
		SP:Iteration 28Q (151430.030000 sec): 3 clusters
  Score: Raw -4336708.245252 + Penalty 5060.467067 = -4331647.778185
  nChanged 59
		SP:Iteration 29Q (151430.340000 sec): 3 clusters
  Score: Raw -4336737.463920 + Penalty 5060.467067 = -4331676.996853
  nChanged 54
		SP:Iteration 30Q (151430.690000 sec): 3 clusters
  Score: Raw -4336759.194399 + Penalty 5060.467067 = -4331698.727332
  nChanged 44
		SP:Iteration 31Q (151431.020000 sec): 3 clusters
  Score: Raw -4336775.978199 + Penalty 5060.467067 = -4331715.511133
  nChanged 35
		SP:Iteration 32Q (151431.340000 sec): 3 clusters
  Score: Raw -4336788.297692 + Penalty 5060.467067 = -4331727.830626
  nChanged 21
		SP:Iteration 33Q (151431.700000 sec): 3 clusters
  Score: Raw -4336796.913856 + Penalty 5060.467067 = -4331736.446790
  nChanged 23
		SP:Iteration 34Q (151432.050000 sec): 3 clusters
  Score: Raw -4336806.564409 + Penalty 5060.467067 = -4331746.097342
  nChanged 24
		SP:Iteration 35Q (151432.450000 sec): 3 clusters
  Score: Raw -4336814.159503 + Penalty 5060.467067 = -4331753.692437
  nChanged 18
		SP:Iteration 36Q (151432.750000 sec): 3 clusters
  Score: Raw -4336819.804412 + Penalty 5060.467067 = -4331759.337345
  nChanged 13
		SP:Iteration 37Q (151433.070000 sec): 3 clusters
  Score: Raw -4336823.532124 + Penalty 5060.467067 = -4331763.065058
  nChanged 10
		SP:Iteration 38Q (151433.400000 sec): 3 clusters
  Score: Raw -4336826.286614 + Penalty 5060.467067 = -4331765.819547
  nChanged 9
		SP:Iteration 39Q (151433.800000 sec): 3 clusters
  Score: Raw -4336828.795046 + Penalty 5060.467067 = -4331768.327979
  nChanged 10
		SP:Iteration 40F (151434.230000 sec): 3 clusters
  Score: Raw -4336831.622447 + Penalty 5060.467067 = -4331771.155380
  nChanged 8
		SP:Iteration 41Q (151434.610000 sec): 3 clusters
  Score: Raw -4336834.167601 + Penalty 5060.467067 = -4331773.700534
  nChanged 7
		SP:Iteration 42Q (151434.920000 sec): 3 clusters
  Score: Raw -4336836.029820 + Penalty 5060.467067 = -4331775.562753
  nChanged 5
		SP:Iteration 43Q (151435.280000 sec): 3 clusters
  Score: Raw -4336837.204282 + Penalty 5060.467067 = -4331776.737216
  nChanged 2
		SP:Iteration 44Q (151435.660000 sec): 3 clusters
  Score: Raw -4336837.808372 + Penalty 5060.467067 = -4331777.341305
  nChanged 3
		SP:Iteration 45Q (151436.010000 sec): 3 clusters
  Score: Raw -4336838.869895 + Penalty 5060.467067 = -4331778.402829
  nChanged 3
		SP:Iteration 46Q (151436.440000 sec): 3 clusters
  Score: Raw -4336839.778914 + Penalty 5060.467067 = -4331779.311847
  nChanged 4
		SP:Iteration 47Q (151436.760000 sec): 3 clusters
  Score: Raw -4336840.630880 + Penalty 5060.467067 = -4331780.163813
  nChanged 1
		SP:Iteration 48Q (151437.060000 sec): 3 clusters
  Score: Raw -4336840.778007 + Penalty 5060.467067 = -4331780.310940
  nChanged 1
		SP:Iteration 49Q (151437.430000 sec): 3 clusters
  Score: Raw -4336840.932653 + Penalty 5060.467067 = -4331780.465587
  nChanged 1
		SP:Iteration 50Q (151437.780000 sec): 3 clusters
  Score: Raw -4336841.001478 + Penalty 5060.467067 = -4331780.534411
  nChanged 0
		SP:Iteration 51F (151438.110000 sec): 3 clusters
  Score: Raw -4336841.001478 + Penalty 5060.467067 = -4331780.534411
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (127304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151438.940000 sec): 2 clusters
  Score: Raw -20664166.485809 + Penalty 2915.074635 = -20661251.411174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151440.090000 sec): 3 clusters
  Score: Raw -20581753.101882 + Penalty 5830.149270 = -20575922.952612
  nChanged 60629
		SP:Iteration 1F (151441.200000 sec): 3 clusters
  Score: Raw -20616515.474693 + Penalty 5830.149270 = -20610685.325423
  nChanged 3719
		SP:Iteration 2Q (151442.530000 sec): 3 clusters
  Score: Raw -20617282.707950 + Penalty 5830.149270 = -20611452.558680
  nChanged 3715
		SP:Iteration 3Q (151443.720000 sec): 3 clusters
  Score: Raw -20618133.104810 + Penalty 5830.149270 = -20612302.955540
  nChanged 3893
		SP:Iteration 4Q (151444.890000 sec): 3 clusters
  Score: Raw -20619129.257837 + Penalty 5830.149270 = -20613299.108567
  nChanged 4211
		SP:Iteration 5Q (151446.050000 sec): 3 clusters
  Score: Raw -20620405.484285 + Penalty 5830.149270 = -20614575.335015
  nChanged 4875
		SP:Iteration 6Q (151447.210000 sec): 3 clusters
  Score: Raw -20622169.460446 + Penalty 5830.149270 = -20616339.311176
  nChanged 5470
		SP:Iteration 7Q (151448.400000 sec): 3 clusters
  Score: Raw -20624486.197948 + Penalty 5830.149270 = -20618656.048678
  nChanged 6070
		SP:Iteration 8Q (151449.640000 sec): 3 clusters
  Score: Raw -20627550.901935 + Penalty 5830.149270 = -20621720.752665
  nChanged 6545
		SP:Iteration 9F (151450.750000 sec): 3 clusters
  Score: Raw -20631246.593924 + Penalty 5830.149270 = -20625416.444654
  nChanged 6803
		SP:Iteration 10F (151451.750000 sec): 3 clusters
  Score: Raw -20635606.892526 + Penalty 5830.149270 = -20629776.743255
  nChanged 6774
		SP:Iteration 11F (151452.830000 sec): 3 clusters
  Score: Raw -20640321.058298 + Penalty 5830.149270 = -20634490.909028
  nChanged 6855
		SP:Iteration 12F (151453.910000 sec): 3 clusters
  Score: Raw -20645550.748350 + Penalty 5830.149270 = -20639720.599080
  nChanged 6663
		SP:Iteration 13F (151455.000000 sec): 3 clusters
  Score: Raw -20650724.717227 + Penalty 5830.149270 = -20644894.567957
  nChanged 6064
		SP:Iteration 14Q (151456.140000 sec): 3 clusters
  Score: Raw -20655069.710950 + Penalty 5830.149270 = -20649239.561680
  nChanged 5078
		SP:Iteration 15Q (151457.270000 sec): 3 clusters
  Score: Raw -20658331.133597 + Penalty 5830.149270 = -20652500.984327
  nChanged 4060
		SP:Iteration 16Q (151458.400000 sec): 3 clusters
  Score: Raw -20660630.307774 + Penalty 5830.149270 = -20654800.158504
  nChanged 3008
		SP:Iteration 17Q (151459.440000 sec): 3 clusters
  Score: Raw -20662082.512371 + Penalty 5830.149270 = -20656252.363101
  nChanged 2336
		SP:Iteration 18Q (151460.510000 sec): 3 clusters
  Score: Raw -20663059.674974 + Penalty 5830.149270 = -20657229.525704
  nChanged 1758
		SP:Iteration 19Q (151461.550000 sec): 3 clusters
  Score: Raw -20663710.522515 + Penalty 5830.149270 = -20657880.373245
  nChanged 1310
		SP:Iteration 20F (151462.590000 sec): 3 clusters
  Score: Raw -20664141.499052 + Penalty 5830.149270 = -20658311.349782
  nChanged 978
		SP:Iteration 21Q (151463.620000 sec): 3 clusters
  Score: Raw -20664440.675787 + Penalty 5830.149270 = -20658610.526517
  nChanged 752
		SP:Iteration 22Q (151464.590000 sec): 3 clusters
  Score: Raw -20664657.478385 + Penalty 5830.149270 = -20658827.329115
  nChanged 584
		SP:Iteration 23Q (151465.700000 sec): 3 clusters
  Score: Raw -20664807.082899 + Penalty 5830.149270 = -20658976.933629
  nChanged 435
		SP:Iteration 24Q (151466.780000 sec): 3 clusters
  Score: Raw -20664918.202907 + Penalty 5830.149270 = -20659088.053637
  nChanged 364
		SP:Iteration 25Q (151467.840000 sec): 3 clusters
  Score: Raw -20665007.886654 + Penalty 5830.149270 = -20659177.737384
  nChanged 273
		SP:Iteration 26Q (151468.860000 sec): 3 clusters
  Score: Raw -20665068.878124 + Penalty 5830.149270 = -20659238.728854
  nChanged 215
		SP:Iteration 27Q (151469.910000 sec): 3 clusters
  Score: Raw -20665112.483540 + Penalty 5830.149270 = -20659282.334270
  nChanged 182
		SP:Iteration 28Q (151470.950000 sec): 3 clusters
  Score: Raw -20665150.006197 + Penalty 5830.149270 = -20659319.856927
  nChanged 138
		SP:Iteration 29Q (151471.990000 sec): 3 clusters
  Score: Raw -20665178.303496 + Penalty 5830.149270 = -20659348.154226
  nChanged 128
		SP:Iteration 30Q (151473.030000 sec): 3 clusters
  Score: Raw -20665205.042829 + Penalty 5830.149270 = -20659374.893559
  nChanged 105
		SP:Iteration 31Q (151474.080000 sec): 3 clusters
  Score: Raw -20665222.896486 + Penalty 5830.149270 = -20659392.747216
  nChanged 76
		SP:Iteration 32Q (151475.050000 sec): 3 clusters
  Score: Raw -20665233.668592 + Penalty 5830.149270 = -20659403.519322
  nChanged 60
		SP:Iteration 33Q (151476.040000 sec): 3 clusters
  Score: Raw -20665242.088186 + Penalty 5830.149270 = -20659411.938915
  nChanged 45
		SP:Iteration 34Q (151477.070000 sec): 3 clusters
  Score: Raw -20665248.679729 + Penalty 5830.149270 = -20659418.530459
  nChanged 42
		SP:Iteration 35Q (151478.070000 sec): 3 clusters
  Score: Raw -20665254.111064 + Penalty 5830.149270 = -20659423.961794
  nChanged 34
		SP:Iteration 36Q (151479.110000 sec): 3 clusters
  Score: Raw -20665258.804968 + Penalty 5830.149270 = -20659428.655698
  nChanged 37
		SP:Iteration 37Q (151480.140000 sec): 3 clusters
  Score: Raw -20665264.181829 + Penalty 5830.149270 = -20659434.032558
  nChanged 39
		SP:Iteration 38Q (151481.130000 sec): 3 clusters
  Score: Raw -20665269.837562 + Penalty 5830.149270 = -20659439.688292
  nChanged 29
		SP:Iteration 39Q (151482.090000 sec): 3 clusters
  Score: Raw -20665274.352133 + Penalty 5830.149270 = -20659444.202863
  nChanged 26
		SP:Iteration 40F (151483.150000 sec): 3 clusters
  Score: Raw -20665277.991395 + Penalty 5830.149270 = -20659447.842125
  nChanged 28
		SP:Iteration 41Q (151484.020000 sec): 3 clusters
  Score: Raw -20665282.354651 + Penalty 5830.149270 = -20659452.205381
  nChanged 33
		SP:Iteration 42Q (151484.970000 sec): 3 clusters
  Score: Raw -20665286.747339 + Penalty 5830.149270 = -20659456.598069
  nChanged 30
		SP:Iteration 43Q (151485.950000 sec): 3 clusters
  Score: Raw -20665290.470697 + Penalty 5830.149270 = -20659460.321427
  nChanged 18
		SP:Iteration 44Q (151486.790000 sec): 3 clusters
  Score: Raw -20665292.790315 + Penalty 5830.149270 = -20659462.641045
  nChanged 13
		SP:Iteration 45Q (151487.710000 sec): 3 clusters
  Score: Raw -20665294.306755 + Penalty 5830.149270 = -20659464.157485
  nChanged 5
		SP:Iteration 46Q (151488.640000 sec): 3 clusters
  Score: Raw -20665294.994241 + Penalty 5830.149270 = -20659464.844971
  nChanged 7
		SP:Iteration 47Q (151489.770000 sec): 3 clusters
  Score: Raw -20665295.898907 + Penalty 5830.149270 = -20659465.749636
  nChanged 13
		SP:Iteration 48Q (151490.780000 sec): 3 clusters
  Score: Raw -20665297.298831 + Penalty 5830.149270 = -20659467.149561
  nChanged 13
		SP:Iteration 49Q (151491.910000 sec): 3 clusters
  Score: Raw -20665298.793127 + Penalty 5830.149270 = -20659468.643857
  nChanged 11
		SP:Iteration 50Q (151492.870000 sec): 3 clusters
  Score: Raw -20665300.030149 + Penalty 5830.149270 = -20659469.880879
  nChanged 5
		SP:Iteration 51Q (151493.800000 sec): 3 clusters
  Score: Raw -20665300.735645 + Penalty 5830.149270 = -20659470.586375
  nChanged 9
		SP:Iteration 52Q (151494.840000 sec): 3 clusters
  Score: Raw -20665301.689905 + Penalty 5830.149270 = -20659471.540634
  nChanged 5
		SP:Iteration 53Q (151495.830000 sec): 3 clusters
  Score: Raw -20665302.266205 + Penalty 5830.149270 = -20659472.116935
  nChanged 5
		SP:Iteration 54Q (151496.830000 sec): 3 clusters
  Score: Raw -20665302.763611 + Penalty 5830.149270 = -20659472.614341
  nChanged 6
		SP:Iteration 55Q (151497.850000 sec): 3 clusters
  Score: Raw -20665303.444374 + Penalty 5830.149270 = -20659473.295104
  nChanged 5
		SP:Iteration 56Q (151498.870000 sec): 3 clusters
  Score: Raw -20665304.224202 + Penalty 5830.149270 = -20659474.074932
  nChanged 11
		SP:Iteration 57Q (151499.860000 sec): 3 clusters
  Score: Raw -20665305.571829 + Penalty 5830.149270 = -20659475.422559
  nChanged 11
		SP:Iteration 58Q (151500.850000 sec): 3 clusters
  Score: Raw -20665306.912211 + Penalty 5830.149270 = -20659476.762941
  nChanged 12
		SP:Iteration 59Q (151501.940000 sec): 3 clusters
  Score: Raw -20665308.600520 + Penalty 5830.149270 = -20659478.451250
  nChanged 10
		SP:Iteration 60F (151503.030000 sec): 3 clusters
  Score: Raw -20665309.776314 + Penalty 5830.149270 = -20659479.627044
  nChanged 8
		SP:Iteration 61Q (151504.010000 sec): 3 clusters
  Score: Raw -20665310.920510 + Penalty 5830.149270 = -20659480.771240
  nChanged 12
		SP:Iteration 62Q (151504.980000 sec): 3 clusters
  Score: Raw -20665312.309176 + Penalty 5830.149270 = -20659482.159906
  nChanged 10
		SP:Iteration 63Q (151505.980000 sec): 3 clusters
  Score: Raw -20665313.309512 + Penalty 5830.149270 = -20659483.160242
  nChanged 6
		SP:Iteration 64Q (151507.060000 sec): 3 clusters
  Score: Raw -20665313.996979 + Penalty 5830.149270 = -20659483.847709
  nChanged 5
		SP:Iteration 65Q (151507.990000 sec): 3 clusters
  Score: Raw -20665314.447621 + Penalty 5830.149270 = -20659484.298351
  nChanged 3
		SP:Iteration 66Q (151509.060000 sec): 3 clusters
  Score: Raw -20665314.737300 + Penalty 5830.149270 = -20659484.588030
  nChanged 1
		SP:Iteration 67Q (151510.200000 sec): 3 clusters
  Score: Raw -20665314.866423 + Penalty 5830.149270 = -20659484.717153
  nChanged 0
		SP:Iteration 68F (151511.160000 sec): 3 clusters
  Score: Raw -20665314.866423 + Penalty 5830.149270 = -20659484.717153
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (7868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151511.330000 sec): 2 clusters
  Score: Raw -1112359.985268 + Penalty 2224.698677 = -1110135.286591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151511.610000 sec): 3 clusters
  Score: Raw -1108305.433611 + Penalty 4449.397353 = -1103856.036258
  nChanged 3131
		SP:Iteration 1F (151511.800000 sec): 3 clusters
  Score: Raw -1110224.726192 + Penalty 4449.397353 = -1105775.328839
  nChanged 702
		SP:Iteration 2F (151511.960000 sec): 3 clusters
  Score: Raw -1110814.520080 + Penalty 4449.397353 = -1106365.122727
  nChanged 603
		SP:Iteration 3F (151512.230000 sec): 3 clusters
  Score: Raw -1111410.408939 + Penalty 4449.397353 = -1106961.011586
  nChanged 566
		SP:Iteration 4F (151512.460000 sec): 3 clusters
  Score: Raw -1111986.642737 + Penalty 4449.397353 = -1107537.245384
  nChanged 517
		SP:Iteration 5F (151512.720000 sec): 3 clusters
  Score: Raw -1112489.474215 + Penalty 4449.397353 = -1108040.076862
  nChanged 413
		SP:Iteration 6F (151513.000000 sec): 3 clusters
  Score: Raw -1112830.298610 + Penalty 4449.397353 = -1108380.901257
  nChanged 337
		SP:Iteration 7Q (151513.250000 sec): 3 clusters
  Score: Raw -1113043.026105 + Penalty 4449.397353 = -1108593.628752
  nChanged 239
		SP:Iteration 8Q (151513.490000 sec): 3 clusters
  Score: Raw -1113197.477197 + Penalty 4449.397353 = -1108748.079844
  nChanged 203
		SP:Iteration 9Q (151513.740000 sec): 3 clusters
  Score: Raw -1113307.282454 + Penalty 4449.397353 = -1108857.885101
  nChanged 166
		SP:Iteration 10Q (151513.940000 sec): 3 clusters
  Score: Raw -1113380.414849 + Penalty 4449.397353 = -1108931.017496
  nChanged 124
		SP:Iteration 11Q (151514.150000 sec): 3 clusters
  Score: Raw -1113432.642864 + Penalty 4449.397353 = -1108983.245511
  nChanged 104
		SP:Iteration 12Q (151514.350000 sec): 3 clusters
  Score: Raw -1113472.392909 + Penalty 4449.397353 = -1109022.995556
  nChanged 95
		SP:Iteration 13Q (151514.560000 sec): 3 clusters
  Score: Raw -1113508.463777 + Penalty 4449.397353 = -1109059.066424
  nChanged 80
		SP:Iteration 14Q (151514.810000 sec): 3 clusters
  Score: Raw -1113534.365141 + Penalty 4449.397353 = -1109084.967788
  nChanged 49
		SP:Iteration 15Q (151515.080000 sec): 3 clusters
  Score: Raw -1113553.153206 + Penalty 4449.397353 = -1109103.755852
  nChanged 38
		SP:Iteration 16Q (151515.330000 sec): 3 clusters
  Score: Raw -1113565.163715 + Penalty 4449.397353 = -1109115.766362
  nChanged 33
		SP:Iteration 17Q (151515.590000 sec): 3 clusters
  Score: Raw -1113575.519687 + Penalty 4449.397353 = -1109126.122334
  nChanged 30
		SP:Iteration 18Q (151515.790000 sec): 3 clusters
  Score: Raw -1113584.613309 + Penalty 4449.397353 = -1109135.215956
  nChanged 23
		SP:Iteration 19Q (151516.040000 sec): 3 clusters
  Score: Raw -1113593.940963 + Penalty 4449.397353 = -1109144.543610
  nChanged 27
		SP:Iteration 20F (151516.180000 sec): 3 clusters
  Score: Raw -1113603.801324 + Penalty 4449.397353 = -1109154.403971
  nChanged 43
		SP:Iteration 21Q (151516.410000 sec): 3 clusters
  Score: Raw -1113616.969689 + Penalty 4449.397353 = -1109167.572336
  nChanged 39
		SP:Iteration 22Q (151516.610000 sec): 3 clusters
  Score: Raw -1113629.249074 + Penalty 4449.397353 = -1109179.851721
  nChanged 32
		SP:Iteration 23Q (151516.830000 sec): 3 clusters
  Score: Raw -1113639.334953 + Penalty 4449.397353 = -1109189.937600
  nChanged 31
		SP:Iteration 24Q (151517.020000 sec): 3 clusters
  Score: Raw -1113650.645431 + Penalty 4449.397353 = -1109201.248078
  nChanged 24
		SP:Iteration 25Q (151517.270000 sec): 3 clusters
  Score: Raw -1113655.847976 + Penalty 4449.397353 = -1109206.450623
  nChanged 24
		SP:Iteration 26Q (151517.500000 sec): 3 clusters
  Score: Raw -1113660.420757 + Penalty 4449.397353 = -1109211.023404
  nChanged 16
		SP:Iteration 27Q (151517.720000 sec): 3 clusters
  Score: Raw -1113663.806204 + Penalty 4449.397353 = -1109214.408851
  nChanged 12
		SP:Iteration 28Q (151517.990000 sec): 3 clusters
  Score: Raw -1113666.463937 + Penalty 4449.397353 = -1109217.066584
  nChanged 10
		SP:Iteration 29Q (151518.270000 sec): 3 clusters
  Score: Raw -1113668.171397 + Penalty 4449.397353 = -1109218.774044
  nChanged 3
		SP:Iteration 30Q (151518.410000 sec): 3 clusters
  Score: Raw -1113669.997314 + Penalty 4449.397353 = -1109220.599961
  nChanged 6
		SP:Iteration 31Q (151518.760000 sec): 3 clusters
  Score: Raw -1113671.922333 + Penalty 4449.397353 = -1109222.524980
  nChanged 10
		SP:Iteration 32Q (151518.920000 sec): 3 clusters
  Score: Raw -1113675.682014 + Penalty 4449.397353 = -1109226.284661
  nChanged 10
		SP:Iteration 33Q (151519.120000 sec): 3 clusters
  Score: Raw -1113678.190315 + Penalty 4449.397353 = -1109228.792962
  nChanged 7
		SP:Iteration 34Q (151519.390000 sec): 3 clusters
  Score: Raw -1113679.871104 + Penalty 4449.397353 = -1109230.473751
  nChanged 10
		SP:Iteration 35Q (151519.630000 sec): 3 clusters
  Score: Raw -1113681.449363 + Penalty 4449.397353 = -1109232.052010
  nChanged 6
		SP:Iteration 36Q (151519.900000 sec): 3 clusters
  Score: Raw -1113682.736113 + Penalty 4449.397353 = -1109233.338760
  nChanged 2
		SP:Iteration 37Q (151520.220000 sec): 3 clusters
  Score: Raw -1113682.976632 + Penalty 4449.397353 = -1109233.579279
  nChanged 1
		SP:Iteration 38Q (151520.450000 sec): 3 clusters
  Score: Raw -1113683.104632 + Penalty 4449.397353 = -1109233.707279
  nChanged 0
		SP:Iteration 39F (151520.700000 sec): 3 clusters
  Score: Raw -1113683.104632 + Penalty 4449.397353 = -1109233.707279
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (11425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151520.830000 sec): 2 clusters
  Score: Raw -1784733.054540 + Penalty 2317.202686 = -1782415.851854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151521.090000 sec): 3 clusters
  Score: Raw -1778411.392122 + Penalty 4634.405371 = -1773776.986751
  nChanged 4899
		SP:Iteration 1F (151521.350000 sec): 3 clusters
  Score: Raw -1781205.521074 + Penalty 4634.405371 = -1776571.115703
  nChanged 729
		SP:Iteration 2F (151521.580000 sec): 3 clusters
  Score: Raw -1781547.734854 + Penalty 4634.405371 = -1776913.329483
  nChanged 594
		SP:Iteration 3F (151521.900000 sec): 3 clusters
  Score: Raw -1781829.221594 + Penalty 4634.405371 = -1777194.816223
  nChanged 489
		SP:Iteration 4Q (151522.150000 sec): 3 clusters
  Score: Raw -1782047.627084 + Penalty 4634.405371 = -1777413.221713
  nChanged 428
		SP:Iteration 5Q (151522.410000 sec): 3 clusters
  Score: Raw -1782228.153961 + Penalty 4634.405371 = -1777593.748590
  nChanged 407
		SP:Iteration 6Q (151522.670000 sec): 3 clusters
  Score: Raw -1782404.033560 + Penalty 4634.405371 = -1777769.628189
  nChanged 385
		SP:Iteration 7Q (151522.930000 sec): 3 clusters
  Score: Raw -1782580.434559 + Penalty 4634.405371 = -1777946.029188
  nChanged 398
		SP:Iteration 8Q (151523.190000 sec): 3 clusters
  Score: Raw -1782759.868783 + Penalty 4634.405371 = -1778125.463412
  nChanged 390
		SP:Iteration 9Q (151523.450000 sec): 3 clusters
  Score: Raw -1782959.603774 + Penalty 4634.405371 = -1778325.198403
  nChanged 380
		SP:Iteration 10Q (151523.720000 sec): 3 clusters
  Score: Raw -1783158.227191 + Penalty 4634.405371 = -1778523.821820
  nChanged 351
		SP:Iteration 11Q (151523.980000 sec): 3 clusters
  Score: Raw -1783329.378293 + Penalty 4634.405371 = -1778694.972922
  nChanged 314
		SP:Iteration 12Q (151524.250000 sec): 3 clusters
  Score: Raw -1783488.035260 + Penalty 4634.405371 = -1778853.629889
  nChanged 297
		SP:Iteration 13Q (151524.510000 sec): 3 clusters
  Score: Raw -1783636.101432 + Penalty 4634.405371 = -1779001.696061
  nChanged 278
		SP:Iteration 14Q (151524.820000 sec): 3 clusters
  Score: Raw -1783762.884410 + Penalty 4634.405371 = -1779128.479039
  nChanged 228
		SP:Iteration 15Q (151525.040000 sec): 3 clusters
  Score: Raw -1783862.015753 + Penalty 4634.405371 = -1779227.610382
  nChanged 213
		SP:Iteration 16Q (151525.300000 sec): 3 clusters
  Score: Raw -1783957.848781 + Penalty 4634.405371 = -1779323.443410
  nChanged 198
		SP:Iteration 17Q (151525.610000 sec): 3 clusters
  Score: Raw -1784037.351290 + Penalty 4634.405371 = -1779402.945919
  nChanged 173
		SP:Iteration 18Q (151525.790000 sec): 3 clusters
  Score: Raw -1784100.439900 + Penalty 4634.405371 = -1779466.034529
  nChanged 131
		SP:Iteration 19Q (151526.040000 sec): 3 clusters
  Score: Raw -1784153.255064 + Penalty 4634.405371 = -1779518.849693
  nChanged 128
		SP:Iteration 20F (151526.300000 sec): 3 clusters
  Score: Raw -1784202.290990 + Penalty 4634.405371 = -1779567.885619
  nChanged 123
		SP:Iteration 21Q (151526.560000 sec): 3 clusters
  Score: Raw -1784247.495269 + Penalty 4634.405371 = -1779613.089898
  nChanged 110
		SP:Iteration 22Q (151526.820000 sec): 3 clusters
  Score: Raw -1784281.997719 + Penalty 4634.405371 = -1779647.592348
  nChanged 107
		SP:Iteration 23Q (151527.090000 sec): 3 clusters
  Score: Raw -1784318.192766 + Penalty 4634.405371 = -1779683.787395
  nChanged 98
		SP:Iteration 24Q (151527.400000 sec): 3 clusters
  Score: Raw -1784356.594543 + Penalty 4634.405371 = -1779722.189172
  nChanged 105
		SP:Iteration 25Q (151527.620000 sec): 3 clusters
  Score: Raw -1784398.593112 + Penalty 4634.405371 = -1779764.187741
  nChanged 107
		SP:Iteration 26Q (151527.880000 sec): 3 clusters
  Score: Raw -1784436.340413 + Penalty 4634.405371 = -1779801.935042
  nChanged 102
		SP:Iteration 27Q (151528.140000 sec): 3 clusters
  Score: Raw -1784468.813118 + Penalty 4634.405371 = -1779834.407747
  nChanged 84
		SP:Iteration 28Q (151528.400000 sec): 3 clusters
  Score: Raw -1784494.985866 + Penalty 4634.405371 = -1779860.580495
  nChanged 76
		SP:Iteration 29Q (151528.660000 sec): 3 clusters
  Score: Raw -1784521.112435 + Penalty 4634.405371 = -1779886.707064
  nChanged 89
		SP:Iteration 30Q (151528.920000 sec): 3 clusters
  Score: Raw -1784552.117327 + Penalty 4634.405371 = -1779917.711956
  nChanged 81
		SP:Iteration 31Q (151529.190000 sec): 3 clusters
  Score: Raw -1784582.557144 + Penalty 4634.405371 = -1779948.151773
  nChanged 78
		SP:Iteration 32Q (151529.430000 sec): 3 clusters
  Score: Raw -1784607.550563 + Penalty 4634.405371 = -1779973.145192
  nChanged 59
		SP:Iteration 33Q (151529.680000 sec): 3 clusters
  Score: Raw -1784624.120667 + Penalty 4634.405371 = -1779989.715296
  nChanged 49
		SP:Iteration 34Q (151529.890000 sec): 3 clusters
  Score: Raw -1784637.784769 + Penalty 4634.405371 = -1780003.379398
  nChanged 46
		SP:Iteration 35Q (151530.160000 sec): 3 clusters
  Score: Raw -1784655.837170 + Penalty 4634.405371 = -1780021.431799
  nChanged 63
		SP:Iteration 36Q (151530.430000 sec): 3 clusters
  Score: Raw -1784679.056777 + Penalty 4634.405371 = -1780044.651406
  nChanged 54
		SP:Iteration 37Q (151530.650000 sec): 3 clusters
  Score: Raw -1784698.285458 + Penalty 4634.405371 = -1780063.880087
  nChanged 54
		SP:Iteration 38Q (151530.880000 sec): 3 clusters
  Score: Raw -1784716.236879 + Penalty 4634.405371 = -1780081.831508
  nChanged 54
		SP:Iteration 39Q (151531.150000 sec): 3 clusters
  Score: Raw -1784735.554972 + Penalty 4634.405371 = -1780101.149601
  nChanged 48
		SP:Iteration 40F (151531.380000 sec): 3 clusters
  Score: Raw -1784752.507155 + Penalty 4634.405371 = -1780118.101784
  nChanged 51
		SP:Iteration 41Q (151531.650000 sec): 3 clusters
  Score: Raw -1784769.533324 + Penalty 4634.405371 = -1780135.127953
  nChanged 59
		SP:Iteration 42Q (151531.830000 sec): 3 clusters
  Score: Raw -1784794.254303 + Penalty 4634.405371 = -1780159.848932
  nChanged 59
		SP:Iteration 43Q (151532.060000 sec): 3 clusters
  Score: Raw -1784817.156328 + Penalty 4634.405371 = -1780182.750957
  nChanged 48
		SP:Iteration 44Q (151532.290000 sec): 3 clusters
  Score: Raw -1784834.517154 + Penalty 4634.405371 = -1780200.111783
  nChanged 35
		SP:Iteration 45Q (151532.560000 sec): 3 clusters
  Score: Raw -1784848.194945 + Penalty 4634.405371 = -1780213.789574
  nChanged 32
		SP:Iteration 46Q (151532.780000 sec): 3 clusters
  Score: Raw -1784861.501550 + Penalty 4634.405371 = -1780227.096179
  nChanged 35
		SP:Iteration 47Q (151533.010000 sec): 3 clusters
  Score: Raw -1784879.037139 + Penalty 4634.405371 = -1780244.631768
  nChanged 30
		SP:Iteration 48Q (151533.240000 sec): 3 clusters
  Score: Raw -1784891.398796 + Penalty 4634.405371 = -1780256.993424
  nChanged 31
		SP:Iteration 49Q (151533.470000 sec): 3 clusters
  Score: Raw -1784901.490969 + Penalty 4634.405371 = -1780267.085598
  nChanged 23
		SP:Iteration 50Q (151533.690000 sec): 3 clusters
  Score: Raw -1784910.729124 + Penalty 4634.405371 = -1780276.323753
  nChanged 26
		SP:Iteration 51Q (151533.920000 sec): 3 clusters
  Score: Raw -1784921.671886 + Penalty 4634.405371 = -1780287.266515
  nChanged 25
		SP:Iteration 52Q (151534.150000 sec): 3 clusters
  Score: Raw -1784935.001091 + Penalty 4634.405371 = -1780300.595720
  nChanged 29
		SP:Iteration 53Q (151534.380000 sec): 3 clusters
  Score: Raw -1784945.020201 + Penalty 4634.405371 = -1780310.614830
  nChanged 17
		SP:Iteration 54Q (151534.600000 sec): 3 clusters
  Score: Raw -1784954.155865 + Penalty 4634.405371 = -1780319.750494
  nChanged 35
		SP:Iteration 55Q (151534.830000 sec): 3 clusters
  Score: Raw -1784969.218537 + Penalty 4634.405371 = -1780334.813166
  nChanged 23
		SP:Iteration 56Q (151535.100000 sec): 3 clusters
  Score: Raw -1784978.095838 + Penalty 4634.405371 = -1780343.690467
  nChanged 16
		SP:Iteration 57Q (151535.330000 sec): 3 clusters
  Score: Raw -1784984.248123 + Penalty 4634.405371 = -1780349.842752
  nChanged 11
		SP:Iteration 58Q (151535.560000 sec): 3 clusters
  Score: Raw -1784989.623925 + Penalty 4634.405371 = -1780355.218554
  nChanged 16
		SP:Iteration 59Q (151535.780000 sec): 3 clusters
  Score: Raw -1784995.741728 + Penalty 4634.405371 = -1780361.336357
  nChanged 11
		SP:Iteration 60F (151536.060000 sec): 3 clusters
  Score: Raw -1784999.107699 + Penalty 4634.405371 = -1780364.702328
  nChanged 5
		SP:Iteration 61Q (151536.240000 sec): 3 clusters
  Score: Raw -1785000.473113 + Penalty 4634.405371 = -1780366.067742
  nChanged 7
		SP:Iteration 62Q (151536.470000 sec): 3 clusters
  Score: Raw -1785002.649389 + Penalty 4634.405371 = -1780368.244018
  nChanged 4
		SP:Iteration 63Q (151536.740000 sec): 3 clusters
  Score: Raw -1785003.666196 + Penalty 4634.405371 = -1780369.260825
  nChanged 3
		SP:Iteration 64Q (151536.970000 sec): 3 clusters
  Score: Raw -1785004.753287 + Penalty 4634.405371 = -1780370.347916
  nChanged 6
		SP:Iteration 65Q (151537.200000 sec): 3 clusters
  Score: Raw -1785006.649152 + Penalty 4634.405371 = -1780372.243781
  nChanged 6
		SP:Iteration 66Q (151537.430000 sec): 3 clusters
  Score: Raw -1785009.314732 + Penalty 4634.405371 = -1780374.909361
  nChanged 10
		SP:Iteration 67Q (151537.610000 sec): 3 clusters
  Score: Raw -1785014.121982 + Penalty 4634.405371 = -1780379.716611
  nChanged 11
		SP:Iteration 68Q (151537.840000 sec): 3 clusters
  Score: Raw -1785018.300071 + Penalty 4634.405371 = -1780383.894700
  nChanged 12
		SP:Iteration 69Q (151538.070000 sec): 3 clusters
  Score: Raw -1785022.300666 + Penalty 4634.405371 = -1780387.895295
  nChanged 12
		SP:Iteration 70Q (151538.290000 sec): 3 clusters
  Score: Raw -1785026.786217 + Penalty 4634.405371 = -1780392.380846
  nChanged 13
		SP:Iteration 71Q (151538.520000 sec): 3 clusters
  Score: Raw -1785033.671949 + Penalty 4634.405371 = -1780399.266578
  nChanged 14
		SP:Iteration 72Q (151538.790000 sec): 3 clusters
  Score: Raw -1785040.764041 + Penalty 4634.405371 = -1780406.358670
  nChanged 16
		SP:Iteration 73Q (151538.970000 sec): 3 clusters
  Score: Raw -1785046.134845 + Penalty 4634.405371 = -1780411.729474
  nChanged 7
		SP:Iteration 74Q (151539.200000 sec): 3 clusters
  Score: Raw -1785048.563509 + Penalty 4634.405371 = -1780414.158138
  nChanged 6
		SP:Iteration 75Q (151539.470000 sec): 3 clusters
  Score: Raw -1785051.068243 + Penalty 4634.405371 = -1780416.662872
  nChanged 9
		SP:Iteration 76Q (151539.660000 sec): 3 clusters
  Score: Raw -1785054.850443 + Penalty 4634.405371 = -1780420.445072
  nChanged 9
		SP:Iteration 77Q (151539.890000 sec): 3 clusters
  Score: Raw -1785058.736879 + Penalty 4634.405371 = -1780424.331508
  nChanged 7
		SP:Iteration 78Q (151540.160000 sec): 3 clusters
  Score: Raw -1785061.818849 + Penalty 4634.405371 = -1780427.413478
  nChanged 4
		SP:Iteration 79Q (151540.390000 sec): 3 clusters
  Score: Raw -1785062.687906 + Penalty 4634.405371 = -1780428.282535
  nChanged 3
		SP:Iteration 80F (151540.660000 sec): 3 clusters
  Score: Raw -1785064.037354 + Penalty 4634.405371 = -1780429.631983
  nChanged 4
		SP:Iteration 81Q (151540.890000 sec): 3 clusters
  Score: Raw -1785065.712866 + Penalty 4634.405371 = -1780431.307495
  nChanged 4
		SP:Iteration 82Q (151541.110000 sec): 3 clusters
  Score: Raw -1785067.167504 + Penalty 4634.405371 = -1780432.762133
  nChanged 3
		SP:Iteration 83Q (151541.340000 sec): 3 clusters
  Score: Raw -1785068.098206 + Penalty 4634.405371 = -1780433.692835
  nChanged 2
		SP:Iteration 84Q (151541.640000 sec): 3 clusters
  Score: Raw -1785068.484788 + Penalty 4634.405371 = -1780434.079417
  nChanged 0
		SP:Iteration 85F (151541.910000 sec): 3 clusters
  Score: Raw -1785068.484788 + Penalty 4634.405371 = -1780434.079417
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (10504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151542.150000 sec): 2 clusters
  Score: Raw -1672351.836413 + Penalty 2296.358831 = -1670055.477582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151542.470000 sec): 3 clusters
  Score: Raw -1666599.682213 + Penalty 4592.717662 = -1662006.964550
  nChanged 4434
		SP:Iteration 1F (151542.740000 sec): 3 clusters
  Score: Raw -1669107.759407 + Penalty 4592.717662 = -1664515.041745
  nChanged 760
		SP:Iteration 2F (151542.990000 sec): 3 clusters
  Score: Raw -1669542.016483 + Penalty 4592.717662 = -1664949.298821
  nChanged 654
		SP:Iteration 3F (151543.260000 sec): 3 clusters
  Score: Raw -1670002.822853 + Penalty 4592.717662 = -1665410.105191
  nChanged 695
		SP:Iteration 4F (151543.500000 sec): 3 clusters
  Score: Raw -1670577.837998 + Penalty 4592.717662 = -1665985.120336
  nChanged 729
		SP:Iteration 5F (151543.670000 sec): 3 clusters
  Score: Raw -1671210.747955 + Penalty 4592.717662 = -1666618.030293
  nChanged 687
		SP:Iteration 6F (151543.900000 sec): 3 clusters
  Score: Raw -1671747.081846 + Penalty 4592.717662 = -1667154.364184
  nChanged 573
		SP:Iteration 7F (151544.110000 sec): 3 clusters
  Score: Raw -1672158.622775 + Penalty 4592.717662 = -1667565.905113
  nChanged 477
		SP:Iteration 8Q (151544.320000 sec): 3 clusters
  Score: Raw -1672451.222227 + Penalty 4592.717662 = -1667858.504565
  nChanged 359
		SP:Iteration 9Q (151544.550000 sec): 3 clusters
  Score: Raw -1672627.993561 + Penalty 4592.717662 = -1668035.275899
  nChanged 261
		SP:Iteration 10Q (151544.790000 sec): 3 clusters
  Score: Raw -1672757.697575 + Penalty 4592.717662 = -1668164.979913
  nChanged 204
		SP:Iteration 11Q (151545.020000 sec): 3 clusters
  Score: Raw -1672841.722624 + Penalty 4592.717662 = -1668249.004961
  nChanged 157
		SP:Iteration 12Q (151545.180000 sec): 3 clusters
  Score: Raw -1672897.473563 + Penalty 4592.717662 = -1668304.755900
  nChanged 131
		SP:Iteration 13Q (151545.430000 sec): 3 clusters
  Score: Raw -1672946.476650 + Penalty 4592.717662 = -1668353.758987
  nChanged 132
		SP:Iteration 14Q (151545.640000 sec): 3 clusters
  Score: Raw -1672990.179180 + Penalty 4592.717662 = -1668397.461518
  nChanged 119
		SP:Iteration 15Q (151545.840000 sec): 3 clusters
  Score: Raw -1673032.845439 + Penalty 4592.717662 = -1668440.127777
  nChanged 131
		SP:Iteration 16Q (151546.120000 sec): 3 clusters
  Score: Raw -1673079.787764 + Penalty 4592.717662 = -1668487.070101
  nChanged 129
		SP:Iteration 17Q (151546.320000 sec): 3 clusters
  Score: Raw -1673122.298653 + Penalty 4592.717662 = -1668529.580991
  nChanged 110
		SP:Iteration 18Q (151546.560000 sec): 3 clusters
  Score: Raw -1673159.541854 + Penalty 4592.717662 = -1668566.824192
  nChanged 121
		SP:Iteration 19Q (151546.720000 sec): 3 clusters
  Score: Raw -1673197.546121 + Penalty 4592.717662 = -1668604.828459
  nChanged 95
		SP:Iteration 20F (151546.980000 sec): 3 clusters
  Score: Raw -1673225.667303 + Penalty 4592.717662 = -1668632.949641
  nChanged 79
		SP:Iteration 21Q (151547.240000 sec): 3 clusters
  Score: Raw -1673246.969853 + Penalty 4592.717662 = -1668654.252191
  nChanged 73
		SP:Iteration 22Q (151547.500000 sec): 3 clusters
  Score: Raw -1673264.179136 + Penalty 4592.717662 = -1668671.461473
  nChanged 70
		SP:Iteration 23Q (151547.790000 sec): 3 clusters
  Score: Raw -1673280.196048 + Penalty 4592.717662 = -1668687.478385
  nChanged 52
		SP:Iteration 24Q (151548.020000 sec): 3 clusters
  Score: Raw -1673292.120596 + Penalty 4592.717662 = -1668699.402934
  nChanged 45
		SP:Iteration 25Q (151548.290000 sec): 3 clusters
  Score: Raw -1673301.261034 + Penalty 4592.717662 = -1668708.543372
  nChanged 50
		SP:Iteration 26Q (151548.620000 sec): 3 clusters
  Score: Raw -1673312.342585 + Penalty 4592.717662 = -1668719.624922
  nChanged 60
		SP:Iteration 27Q (151548.900000 sec): 3 clusters
  Score: Raw -1673325.859500 + Penalty 4592.717662 = -1668733.141838
  nChanged 63
		SP:Iteration 28Q (151549.210000 sec): 3 clusters
  Score: Raw -1673342.701327 + Penalty 4592.717662 = -1668749.983664
  nChanged 79
		SP:Iteration 29Q (151549.400000 sec): 3 clusters
  Score: Raw -1673364.389947 + Penalty 4592.717662 = -1668771.672285
  nChanged 81
		SP:Iteration 30Q (151549.620000 sec): 3 clusters
  Score: Raw -1673384.545551 + Penalty 4592.717662 = -1668791.827888
  nChanged 63
		SP:Iteration 31Q (151549.850000 sec): 3 clusters
  Score: Raw -1673399.325795 + Penalty 4592.717662 = -1668806.608132
  nChanged 54
		SP:Iteration 32Q (151550.100000 sec): 3 clusters
  Score: Raw -1673410.787988 + Penalty 4592.717662 = -1668818.070325
  nChanged 56
		SP:Iteration 33Q (151550.340000 sec): 3 clusters
  Score: Raw -1673424.490662 + Penalty 4592.717662 = -1668831.773000
  nChanged 62
		SP:Iteration 34Q (151550.530000 sec): 3 clusters
  Score: Raw -1673440.249694 + Penalty 4592.717662 = -1668847.532032
  nChanged 70
		SP:Iteration 35Q (151550.760000 sec): 3 clusters
  Score: Raw -1673455.529537 + Penalty 4592.717662 = -1668862.811874
  nChanged 62
		SP:Iteration 36Q (151550.970000 sec): 3 clusters
  Score: Raw -1673472.803807 + Penalty 4592.717662 = -1668880.086145
  nChanged 62
		SP:Iteration 37Q (151551.210000 sec): 3 clusters
  Score: Raw -1673490.737289 + Penalty 4592.717662 = -1668898.019627
  nChanged 63
		SP:Iteration 38Q (151551.480000 sec): 3 clusters
  Score: Raw -1673505.865220 + Penalty 4592.717662 = -1668913.147558
  nChanged 70
		SP:Iteration 39Q (151551.730000 sec): 3 clusters
  Score: Raw -1673523.193273 + Penalty 4592.717662 = -1668930.475611
  nChanged 63
		SP:Iteration 40F (151552.010000 sec): 3 clusters
  Score: Raw -1673537.307667 + Penalty 4592.717662 = -1668944.590005
  nChanged 53
		SP:Iteration 41Q (151552.230000 sec): 3 clusters
  Score: Raw -1673549.500409 + Penalty 4592.717662 = -1668956.782747
  nChanged 58
		SP:Iteration 42Q (151552.510000 sec): 3 clusters
  Score: Raw -1673561.565445 + Penalty 4592.717662 = -1668968.847782
  nChanged 59
		SP:Iteration 43Q (151552.750000 sec): 3 clusters
  Score: Raw -1673573.317068 + Penalty 4592.717662 = -1668980.599406
  nChanged 48
		SP:Iteration 44Q (151553.020000 sec): 3 clusters
  Score: Raw -1673584.054953 + Penalty 4592.717662 = -1668991.337291
  nChanged 53
		SP:Iteration 45Q (151553.270000 sec): 3 clusters
  Score: Raw -1673595.134707 + Penalty 4592.717662 = -1669002.417044
  nChanged 51
		SP:Iteration 46Q (151553.500000 sec): 3 clusters
  Score: Raw -1673604.512072 + Penalty 4592.717662 = -1669011.794409
  nChanged 38
		SP:Iteration 47Q (151553.760000 sec): 3 clusters
  Score: Raw -1673611.198840 + Penalty 4592.717662 = -1669018.481178
  nChanged 37
		SP:Iteration 48Q (151553.970000 sec): 3 clusters
  Score: Raw -1673617.375996 + Penalty 4592.717662 = -1669024.658334
  nChanged 30
		SP:Iteration 49Q (151554.190000 sec): 3 clusters
  Score: Raw -1673622.872529 + Penalty 4592.717662 = -1669030.154866
  nChanged 34
		SP:Iteration 50Q (151554.430000 sec): 3 clusters
  Score: Raw -1673628.018825 + Penalty 4592.717662 = -1669035.301162
  nChanged 31
		SP:Iteration 51Q (151554.690000 sec): 3 clusters
  Score: Raw -1673633.417194 + Penalty 4592.717662 = -1669040.699531
  nChanged 26
		SP:Iteration 52Q (151554.930000 sec): 3 clusters
  Score: Raw -1673638.037480 + Penalty 4592.717662 = -1669045.319818
  nChanged 25
		SP:Iteration 53Q (151555.150000 sec): 3 clusters
  Score: Raw -1673642.836289 + Penalty 4592.717662 = -1669050.118626
  nChanged 18
		SP:Iteration 54Q (151555.390000 sec): 3 clusters
  Score: Raw -1673645.997452 + Penalty 4592.717662 = -1669053.279790
  nChanged 18
		SP:Iteration 55Q (151555.630000 sec): 3 clusters
  Score: Raw -1673649.506266 + Penalty 4592.717662 = -1669056.788603
  nChanged 21
		SP:Iteration 56Q (151555.910000 sec): 3 clusters
  Score: Raw -1673653.395015 + Penalty 4592.717662 = -1669060.677353
  nChanged 32
		SP:Iteration 57Q (151556.140000 sec): 3 clusters
  Score: Raw -1673658.855063 + Penalty 4592.717662 = -1669066.137400
  nChanged 30
		SP:Iteration 58Q (151556.330000 sec): 3 clusters
  Score: Raw -1673664.824181 + Penalty 4592.717662 = -1669072.106518
  nChanged 37
		SP:Iteration 59Q (151556.550000 sec): 3 clusters
  Score: Raw -1673672.289167 + Penalty 4592.717662 = -1669079.571505
  nChanged 34
		SP:Iteration 60F (151556.790000 sec): 3 clusters
  Score: Raw -1673678.716635 + Penalty 4592.717662 = -1669085.998973
  nChanged 38
		SP:Iteration 61Q (151557.000000 sec): 3 clusters
  Score: Raw -1673686.055411 + Penalty 4592.717662 = -1669093.337749
  nChanged 36
		SP:Iteration 62Q (151557.230000 sec): 3 clusters
  Score: Raw -1673692.398667 + Penalty 4592.717662 = -1669099.681005
  nChanged 25
		SP:Iteration 63Q (151557.450000 sec): 3 clusters
  Score: Raw -1673697.128072 + Penalty 4592.717662 = -1669104.410410
  nChanged 26
		SP:Iteration 64Q (151557.650000 sec): 3 clusters
  Score: Raw -1673702.153249 + Penalty 4592.717662 = -1669109.435586
  nChanged 26
		SP:Iteration 65Q (151557.840000 sec): 3 clusters
  Score: Raw -1673706.327529 + Penalty 4592.717662 = -1669113.609867
  nChanged 19
		SP:Iteration 66Q (151558.060000 sec): 3 clusters
  Score: Raw -1673709.608795 + Penalty 4592.717662 = -1669116.891133
  nChanged 15
		SP:Iteration 67Q (151558.280000 sec): 3 clusters
  Score: Raw -1673712.412934 + Penalty 4592.717662 = -1669119.695271
  nChanged 17
		SP:Iteration 68Q (151558.470000 sec): 3 clusters
  Score: Raw -1673714.990033 + Penalty 4592.717662 = -1669122.272370
  nChanged 16
		SP:Iteration 69Q (151558.670000 sec): 3 clusters
  Score: Raw -1673717.480915 + Penalty 4592.717662 = -1669124.763253
  nChanged 16
		SP:Iteration 70Q (151558.890000 sec): 3 clusters
  Score: Raw -1673720.281670 + Penalty 4592.717662 = -1669127.564008
  nChanged 17
		SP:Iteration 71Q (151559.120000 sec): 3 clusters
  Score: Raw -1673723.076243 + Penalty 4592.717662 = -1669130.358580
  nChanged 16
		SP:Iteration 72Q (151559.340000 sec): 3 clusters
  Score: Raw -1673725.959251 + Penalty 4592.717662 = -1669133.241589
  nChanged 12
		SP:Iteration 73Q (151559.580000 sec): 3 clusters
  Score: Raw -1673728.067637 + Penalty 4592.717662 = -1669135.349975
  nChanged 11
		SP:Iteration 74Q (151559.830000 sec): 3 clusters
  Score: Raw -1673729.737887 + Penalty 4592.717662 = -1669137.020225
  nChanged 7
		SP:Iteration 75Q (151560.100000 sec): 3 clusters
  Score: Raw -1673731.040145 + Penalty 4592.717662 = -1669138.322483
  nChanged 8
		SP:Iteration 76Q (151560.350000 sec): 3 clusters
  Score: Raw -1673732.418574 + Penalty 4592.717662 = -1669139.700912
  nChanged 12
		SP:Iteration 77Q (151560.590000 sec): 3 clusters
  Score: Raw -1673734.432570 + Penalty 4592.717662 = -1669141.714908
  nChanged 14
		SP:Iteration 78Q (151560.750000 sec): 3 clusters
  Score: Raw -1673737.374381 + Penalty 4592.717662 = -1669144.656719
  nChanged 11
		SP:Iteration 79Q (151560.990000 sec): 3 clusters
  Score: Raw -1673739.315880 + Penalty 4592.717662 = -1669146.598218
  nChanged 7
		SP:Iteration 80F (151561.190000 sec): 3 clusters
  Score: Raw -1673740.699522 + Penalty 4592.717662 = -1669147.981860
  nChanged 7
		SP:Iteration 81Q (151561.440000 sec): 3 clusters
  Score: Raw -1673741.744207 + Penalty 4592.717662 = -1669149.026544
  nChanged 3
		SP:Iteration 82Q (151561.680000 sec): 3 clusters
  Score: Raw -1673742.088928 + Penalty 4592.717662 = -1669149.371266
  nChanged 2
		SP:Iteration 83Q (151561.880000 sec): 3 clusters
  Score: Raw -1673742.340704 + Penalty 4592.717662 = -1669149.623042
  nChanged 2
		SP:Iteration 84Q (151562.090000 sec): 3 clusters
  Score: Raw -1673742.801699 + Penalty 4592.717662 = -1669150.084036
  nChanged 5
		SP:Iteration 85Q (151562.350000 sec): 3 clusters
  Score: Raw -1673743.553003 + Penalty 4592.717662 = -1669150.835340
  nChanged 4
		SP:Iteration 86Q (151562.560000 sec): 3 clusters
  Score: Raw -1673744.162226 + Penalty 4592.717662 = -1669151.444564
  nChanged 4
		SP:Iteration 87Q (151562.750000 sec): 3 clusters
  Score: Raw -1673744.718795 + Penalty 4592.717662 = -1669152.001133
  nChanged 3
		SP:Iteration 88Q (151562.940000 sec): 3 clusters
  Score: Raw -1673745.375097 + Penalty 4592.717662 = -1669152.657435
  nChanged 3
		SP:Iteration 89Q (151563.210000 sec): 3 clusters
  Score: Raw -1673745.777119 + Penalty 4592.717662 = -1669153.059457
  nChanged 1
		SP:Iteration 90Q (151563.410000 sec): 3 clusters
  Score: Raw -1673745.980663 + Penalty 4592.717662 = -1669153.263000
  nChanged 0
		SP:Iteration 91F (151563.750000 sec): 3 clusters
  Score: Raw -1673745.980663 + Penalty 4592.717662 = -1669153.263000
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 21 (8247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151563.850000 sec): 2 clusters
  Score: Raw -1263454.601799 + Penalty 2236.365985 = -1261218.235814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151564.050000 sec): 3 clusters
  Score: Raw -1259071.047733 + Penalty 4472.731969 = -1254598.315764
  nChanged 3424
		SP:Iteration 1F (151564.290000 sec): 3 clusters
  Score: Raw -1261019.170390 + Penalty 4472.731969 = -1256546.438421
  nChanged 659
		SP:Iteration 2F (151564.450000 sec): 3 clusters
  Score: Raw -1261475.614402 + Penalty 4472.731969 = -1257002.882432
  nChanged 601
		SP:Iteration 3F (151564.690000 sec): 3 clusters
  Score: Raw -1261914.189093 + Penalty 4472.731969 = -1257441.457123
  nChanged 595
		SP:Iteration 4F (151564.940000 sec): 3 clusters
  Score: Raw -1262408.876666 + Penalty 4472.731969 = -1257936.144697
  nChanged 559
		SP:Iteration 5F (151565.170000 sec): 3 clusters
  Score: Raw -1262864.441280 + Penalty 4472.731969 = -1258391.709311
  nChanged 498
		SP:Iteration 6F (151565.390000 sec): 3 clusters
  Score: Raw -1263276.172920 + Penalty 4472.731969 = -1258803.440951
  nChanged 417
		SP:Iteration 7F (151565.590000 sec): 3 clusters
  Score: Raw -1263614.317113 + Penalty 4472.731969 = -1259141.585143
  nChanged 327
		SP:Iteration 8Q (151565.820000 sec): 3 clusters
  Score: Raw -1263854.007808 + Penalty 4472.731969 = -1259381.275839
  nChanged 258
		SP:Iteration 9Q (151566.040000 sec): 3 clusters
  Score: Raw -1264045.713929 + Penalty 4472.731969 = -1259572.981960
  nChanged 187
		SP:Iteration 10Q (151566.230000 sec): 3 clusters
  Score: Raw -1264183.324230 + Penalty 4472.731969 = -1259710.592261
  nChanged 151
		SP:Iteration 11Q (151566.460000 sec): 3 clusters
  Score: Raw -1264283.863776 + Penalty 4472.731969 = -1259811.131807
  nChanged 107
		SP:Iteration 12Q (151566.680000 sec): 3 clusters
  Score: Raw -1264353.254726 + Penalty 4472.731969 = -1259880.522757
  nChanged 68
		SP:Iteration 13Q (151566.870000 sec): 3 clusters
  Score: Raw -1264399.414030 + Penalty 4472.731969 = -1259926.682060
  nChanged 63
		SP:Iteration 14Q (151567.130000 sec): 3 clusters
  Score: Raw -1264440.546005 + Penalty 4472.731969 = -1259967.814036
  nChanged 49
		SP:Iteration 15Q (151567.390000 sec): 3 clusters
  Score: Raw -1264472.469493 + Penalty 4472.731969 = -1259999.737524
  nChanged 33
		SP:Iteration 16Q (151567.630000 sec): 3 clusters
  Score: Raw -1264492.185510 + Penalty 4472.731969 = -1260019.453541
  nChanged 20
		SP:Iteration 17Q (151567.880000 sec): 3 clusters
  Score: Raw -1264501.522473 + Penalty 4472.731969 = -1260028.790503
  nChanged 13
		SP:Iteration 18Q (151568.110000 sec): 3 clusters
  Score: Raw -1264508.500588 + Penalty 4472.731969 = -1260035.768619
  nChanged 7
		SP:Iteration 19Q (151568.300000 sec): 3 clusters
  Score: Raw -1264512.193097 + Penalty 4472.731969 = -1260039.461127
  nChanged 6
		SP:Iteration 20F (151568.500000 sec): 3 clusters
  Score: Raw -1264514.201244 + Penalty 4472.731969 = -1260041.469275
  nChanged 1
		SP:Iteration 21Q (151568.690000 sec): 3 clusters
  Score: Raw -1264514.407205 + Penalty 4472.731969 = -1260041.675235
  nChanged 0
		SP:Iteration 22F (151568.880000 sec): 3 clusters
  Score: Raw -1264514.407205 + Penalty 4472.731969 = -1260041.675235
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 22 (13613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151569.060000 sec): 2 clusters
  Score: Raw -2069072.760055 + Penalty 2360.657563 = -2066712.102492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151569.340000 sec): 3 clusters
  Score: Raw -2061536.129978 + Penalty 4721.315127 = -2056814.814852
  nChanged 5851
		SP:Iteration 1F (151569.630000 sec): 3 clusters
  Score: Raw -2064671.919365 + Penalty 4721.315127 = -2059950.604238
  nChanged 904
		SP:Iteration 2F (151569.960000 sec): 3 clusters
  Score: Raw -2065086.728206 + Penalty 4721.315127 = -2060365.413079
  nChanged 704
		SP:Iteration 3F (151570.250000 sec): 3 clusters
  Score: Raw -2065369.142382 + Penalty 4721.315127 = -2060647.827256
  nChanged 597
		SP:Iteration 4Q (151570.520000 sec): 3 clusters
  Score: Raw -2065663.824963 + Penalty 4721.315127 = -2060942.509836
  nChanged 590
		SP:Iteration 5Q (151570.740000 sec): 3 clusters
  Score: Raw -2065966.526687 + Penalty 4721.315127 = -2061245.211560
  nChanged 678
		SP:Iteration 6Q (151570.980000 sec): 3 clusters
  Score: Raw -2066416.490400 + Penalty 4721.315127 = -2061695.175273
  nChanged 773
		SP:Iteration 7F (151571.270000 sec): 3 clusters
  Score: Raw -2067001.662785 + Penalty 4721.315127 = -2062280.347658
  nChanged 838
		SP:Iteration 8F (151571.580000 sec): 3 clusters
  Score: Raw -2067734.138669 + Penalty 4721.315127 = -2063012.823542
  nChanged 803
		SP:Iteration 9F (151571.840000 sec): 3 clusters
  Score: Raw -2068413.873362 + Penalty 4721.315127 = -2063692.558235
  nChanged 708
		SP:Iteration 10F (151572.080000 sec): 3 clusters
  Score: Raw -2068978.989224 + Penalty 4721.315127 = -2064257.674098
  nChanged 543
		SP:Iteration 11Q (151572.430000 sec): 3 clusters
  Score: Raw -2069409.728660 + Penalty 4721.315127 = -2064688.413533
  nChanged 405
		SP:Iteration 12Q (151572.720000 sec): 3 clusters
  Score: Raw -2069686.388124 + Penalty 4721.315127 = -2064965.072997
  nChanged 299
		SP:Iteration 13Q (151573.060000 sec): 3 clusters
  Score: Raw -2069865.402650 + Penalty 4721.315127 = -2065144.087524
  nChanged 259
		SP:Iteration 14Q (151573.470000 sec): 3 clusters
  Score: Raw -2070021.521210 + Penalty 4721.315127 = -2065300.206083
  nChanged 222
		SP:Iteration 15Q (151573.700000 sec): 3 clusters
  Score: Raw -2070142.199301 + Penalty 4721.315127 = -2065420.884175
  nChanged 187
		SP:Iteration 16Q (151573.940000 sec): 3 clusters
  Score: Raw -2070234.717341 + Penalty 4721.315127 = -2065513.402214
  nChanged 155
		SP:Iteration 17Q (151574.230000 sec): 3 clusters
  Score: Raw -2070291.550306 + Penalty 4721.315127 = -2065570.235180
  nChanged 116
		SP:Iteration 18Q (151574.520000 sec): 3 clusters
  Score: Raw -2070329.252371 + Penalty 4721.315127 = -2065607.937244
  nChanged 82
		SP:Iteration 19Q (151574.770000 sec): 3 clusters
  Score: Raw -2070357.569619 + Penalty 4721.315127 = -2065636.254492
  nChanged 66
		SP:Iteration 20F (151575.080000 sec): 3 clusters
  Score: Raw -2070371.850535 + Penalty 4721.315127 = -2065650.535408
  nChanged 33
		SP:Iteration 21Q (151575.350000 sec): 3 clusters
  Score: Raw -2070377.230455 + Penalty 4721.315127 = -2065655.915328
  nChanged 15
		SP:Iteration 22Q (151575.620000 sec): 3 clusters
  Score: Raw -2070379.748480 + Penalty 4721.315127 = -2065658.433353
  nChanged 7
		SP:Iteration 23Q (151575.910000 sec): 3 clusters
  Score: Raw -2070381.223868 + Penalty 4721.315127 = -2065659.908741
  nChanged 8
		SP:Iteration 24Q (151576.210000 sec): 3 clusters
  Score: Raw -2070382.656651 + Penalty 4721.315127 = -2065661.341524
  nChanged 10
		SP:Iteration 25Q (151576.490000 sec): 3 clusters
  Score: Raw -2070383.937256 + Penalty 4721.315127 = -2065662.622129
  nChanged 6
		SP:Iteration 26Q (151576.800000 sec): 3 clusters
  Score: Raw -2070384.710074 + Penalty 4721.315127 = -2065663.394947
  nChanged 10
		SP:Iteration 27Q (151577.030000 sec): 3 clusters
  Score: Raw -2070385.919009 + Penalty 4721.315127 = -2065664.603883
  nChanged 4
		SP:Iteration 28Q (151577.320000 sec): 3 clusters
  Score: Raw -2070386.322528 + Penalty 4721.315127 = -2065665.007401
  nChanged 0
		SP:Iteration 29F (151577.600000 sec): 3 clusters
  Score: Raw -2070386.322528 + Penalty 4721.315127 = -2065665.007401
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 23 (4322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151577.760000 sec): 2 clusters
  Score: Raw -589951.487724 + Penalty 2076.125437 = -587875.362286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151577.980000 sec): 3 clusters
  Score: Raw -588033.063474 + Penalty 4152.250874 = -583880.812599
  nChanged 1626
		SP:Iteration 1F (151578.160000 sec): 3 clusters
  Score: Raw -589315.067483 + Penalty 4152.250874 = -585162.816609
  nChanged 419
		SP:Iteration 2F (151578.320000 sec): 3 clusters
  Score: Raw -589740.600879 + Penalty 4152.250874 = -585588.350005
  nChanged 289
		SP:Iteration 3F (151578.580000 sec): 3 clusters
  Score: Raw -590017.235399 + Penalty 4152.250874 = -585864.984524
  nChanged 234
		SP:Iteration 4F (151578.820000 sec): 3 clusters
  Score: Raw -590247.702206 + Penalty 4152.250874 = -586095.451332
  nChanged 189
		SP:Iteration 5Q (151578.990000 sec): 3 clusters
  Score: Raw -590449.484100 + Penalty 4152.250874 = -586297.233226
  nChanged 210
		SP:Iteration 6Q (151579.240000 sec): 3 clusters
  Score: Raw -590717.752315 + Penalty 4152.250874 = -586565.501441
  nChanged 184
		SP:Iteration 7Q (151579.460000 sec): 3 clusters
  Score: Raw -590934.939931 + Penalty 4152.250874 = -586782.689056
  nChanged 176
		SP:Iteration 8Q (151579.710000 sec): 3 clusters
  Score: Raw -591116.102608 + Penalty 4152.250874 = -586963.851734
  nChanged 152
		SP:Iteration 9Q (151579.920000 sec): 3 clusters
  Score: Raw -591258.322550 + Penalty 4152.250874 = -587106.071676
  nChanged 149
		SP:Iteration 10Q (151580.120000 sec): 3 clusters
  Score: Raw -591381.145857 + Penalty 4152.250874 = -587228.894983
  nChanged 117
		SP:Iteration 11Q (151580.400000 sec): 3 clusters
  Score: Raw -591476.572415 + Penalty 4152.250874 = -587324.321540
  nChanged 100
		SP:Iteration 12Q (151580.640000 sec): 3 clusters
  Score: Raw -591554.919588 + Penalty 4152.250874 = -587402.668713
  nChanged 86
		SP:Iteration 13Q (151580.810000 sec): 3 clusters
  Score: Raw -591615.314772 + Penalty 4152.250874 = -587463.063897
  nChanged 63
		SP:Iteration 14Q (151581.060000 sec): 3 clusters
  Score: Raw -591650.237430 + Penalty 4152.250874 = -587497.986556
  nChanged 38
		SP:Iteration 15Q (151581.270000 sec): 3 clusters
  Score: Raw -591668.433874 + Penalty 4152.250874 = -587516.182999
  nChanged 34
		SP:Iteration 16Q (151581.440000 sec): 3 clusters
  Score: Raw -591685.584503 + Penalty 4152.250874 = -587533.333628
  nChanged 30
		SP:Iteration 17Q (151581.690000 sec): 3 clusters
  Score: Raw -591697.623889 + Penalty 4152.250874 = -587545.373015
  nChanged 24
		SP:Iteration 18Q (151581.930000 sec): 3 clusters
  Score: Raw -591708.194074 + Penalty 4152.250874 = -587555.943200
  nChanged 23
		SP:Iteration 19Q (151582.160000 sec): 3 clusters
  Score: Raw -591719.012983 + Penalty 4152.250874 = -587566.762109
  nChanged 28
		SP:Iteration 20F (151582.410000 sec): 3 clusters
  Score: Raw -591731.955196 + Penalty 4152.250874 = -587579.704322
  nChanged 22
		SP:Iteration 21Q (151582.630000 sec): 3 clusters
  Score: Raw -591742.008970 + Penalty 4152.250874 = -587589.758096
  nChanged 14
		SP:Iteration 22Q (151582.840000 sec): 3 clusters
  Score: Raw -591747.121911 + Penalty 4152.250874 = -587594.871036
  nChanged 12
		SP:Iteration 23Q (151583.040000 sec): 3 clusters
  Score: Raw -591750.800033 + Penalty 4152.250874 = -587598.549158
  nChanged 4
		SP:Iteration 24Q (151583.280000 sec): 3 clusters
  Score: Raw -591751.782636 + Penalty 4152.250874 = -587599.531762
  nChanged 0
		SP:Iteration 25F (151583.490000 sec): 3 clusters
  Score: Raw -591751.782636 + Penalty 4152.250874 = -587599.531762
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 24 (6423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151583.660000 sec): 2 clusters
  Score: Raw -982832.431629 + Penalty 2174.374863 = -980658.056766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151583.880000 sec): 3 clusters
  Score: Raw -979537.159428 + Penalty 4348.749726 = -975188.409701
  nChanged 2569
		SP:Iteration 1F (151584.150000 sec): 3 clusters
  Score: Raw -981011.947462 + Penalty 4348.749726 = -976663.197735
  nChanged 514
		SP:Iteration 2F (151584.400000 sec): 3 clusters
  Score: Raw -981405.028967 + Penalty 4348.749726 = -977056.279241
  nChanged 447
		SP:Iteration 3F (151584.640000 sec): 3 clusters
  Score: Raw -981885.664809 + Penalty 4348.749726 = -977536.915082
  nChanged 483
		SP:Iteration 4F (151584.870000 sec): 3 clusters
  Score: Raw -982538.926146 + Penalty 4348.749726 = -978190.176420
  nChanged 517
		SP:Iteration 5F (151585.080000 sec): 3 clusters
  Score: Raw -983370.426229 + Penalty 4348.749726 = -979021.676503
  nChanged 459
		SP:Iteration 6F (151585.330000 sec): 3 clusters
  Score: Raw -983988.705013 + Penalty 4348.749726 = -979639.955286
  nChanged 335
		SP:Iteration 7F (151585.530000 sec): 3 clusters
  Score: Raw -984265.641096 + Penalty 4348.749726 = -979916.891370
  nChanged 223
		SP:Iteration 8Q (151585.820000 sec): 3 clusters
  Score: Raw -984419.642493 + Penalty 4348.749726 = -980070.892767
  nChanged 156
		SP:Iteration 9Q (151586.010000 sec): 3 clusters
  Score: Raw -984507.705461 + Penalty 4348.749726 = -980158.955735
  nChanged 101
		SP:Iteration 10Q (151586.230000 sec): 3 clusters
  Score: Raw -984564.389157 + Penalty 4348.749726 = -980215.639431
  nChanged 72
		SP:Iteration 11Q (151586.460000 sec): 3 clusters
  Score: Raw -984607.061497 + Penalty 4348.749726 = -980258.311770
  nChanged 61
		SP:Iteration 12Q (151586.660000 sec): 3 clusters
  Score: Raw -984638.424597 + Penalty 4348.749726 = -980289.674871
  nChanged 41
		SP:Iteration 13Q (151586.820000 sec): 3 clusters
  Score: Raw -984658.502161 + Penalty 4348.749726 = -980309.752435
  nChanged 44
		SP:Iteration 14Q (151587.010000 sec): 3 clusters
  Score: Raw -984678.603205 + Penalty 4348.749726 = -980329.853478
  nChanged 31
		SP:Iteration 15Q (151587.250000 sec): 3 clusters
  Score: Raw -984691.198240 + Penalty 4348.749726 = -980342.448514
  nChanged 20
		SP:Iteration 16Q (151587.470000 sec): 3 clusters
  Score: Raw -984698.833796 + Penalty 4348.749726 = -980350.084070
  nChanged 17
		SP:Iteration 17Q (151587.700000 sec): 3 clusters
  Score: Raw -984705.238671 + Penalty 4348.749726 = -980356.488945
  nChanged 12
		SP:Iteration 18Q (151587.920000 sec): 3 clusters
  Score: Raw -984709.082495 + Penalty 4348.749726 = -980360.332769
  nChanged 12
		SP:Iteration 19Q (151588.140000 sec): 3 clusters
  Score: Raw -984713.414081 + Penalty 4348.749726 = -980364.664355
  nChanged 14
		SP:Iteration 20F (151588.310000 sec): 3 clusters
  Score: Raw -984718.488038 + Penalty 4348.749726 = -980369.738312
  nChanged 11
		SP:Iteration 21Q (151588.520000 sec): 3 clusters
  Score: Raw -984721.756122 + Penalty 4348.749726 = -980373.006396
  nChanged 8
		SP:Iteration 22Q (151588.750000 sec): 3 clusters
  Score: Raw -984724.152835 + Penalty 4348.749726 = -980375.403109
  nChanged 9
		SP:Iteration 23Q (151588.960000 sec): 3 clusters
  Score: Raw -984727.206011 + Penalty 4348.749726 = -980378.456284
  nChanged 10
		SP:Iteration 24Q (151589.190000 sec): 3 clusters
  Score: Raw -984731.500441 + Penalty 4348.749726 = -980382.750714
  nChanged 11
		SP:Iteration 25Q (151589.440000 sec): 3 clusters
  Score: Raw -984735.740303 + Penalty 4348.749726 = -980386.990577
  nChanged 12
		SP:Iteration 26Q (151589.680000 sec): 3 clusters
  Score: Raw -984739.857119 + Penalty 4348.749726 = -980391.107393
  nChanged 7
		SP:Iteration 27Q (151589.920000 sec): 3 clusters
  Score: Raw -984742.628022 + Penalty 4348.749726 = -980393.878296
  nChanged 8
		SP:Iteration 28Q (151590.170000 sec): 3 clusters
  Score: Raw -984745.477568 + Penalty 4348.749726 = -980396.727842
  nChanged 7
		SP:Iteration 29Q (151590.450000 sec): 3 clusters
  Score: Raw -984747.721914 + Penalty 4348.749726 = -980398.972187
  nChanged 5
		SP:Iteration 30Q (151590.730000 sec): 3 clusters
  Score: Raw -984749.055953 + Penalty 4348.749726 = -980400.306226
  nChanged 3
		SP:Iteration 31Q (151590.980000 sec): 3 clusters
  Score: Raw -984750.103910 + Penalty 4348.749726 = -980401.354184
  nChanged 7
		SP:Iteration 32Q (151591.180000 sec): 3 clusters
  Score: Raw -984752.088882 + Penalty 4348.749726 = -980403.339156
  nChanged 6
		SP:Iteration 33Q (151591.410000 sec): 3 clusters
  Score: Raw -984753.475872 + Penalty 4348.749726 = -980404.726145
  nChanged 3
		SP:Iteration 34Q (151591.690000 sec): 3 clusters
  Score: Raw -984754.314637 + Penalty 4348.749726 = -980405.564910
  nChanged 2
		SP:Iteration 35Q (151591.900000 sec): 3 clusters
  Score: Raw -984754.719732 + Penalty 4348.749726 = -980405.970006
  nChanged 2
		SP:Iteration 36Q (151592.060000 sec): 3 clusters
  Score: Raw -984755.432945 + Penalty 4348.749726 = -980406.683219
  nChanged 1
		SP:Iteration 37Q (151592.290000 sec): 3 clusters
  Score: Raw -984755.692554 + Penalty 4348.749726 = -980406.942827
  nChanged 0
		SP:Iteration 38F (151592.500000 sec): 3 clusters
  Score: Raw -984755.692554 + Penalty 4348.749726 = -980406.942827
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 25 (33279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151592.820000 sec): 2 clusters
  Score: Raw -5265849.561142 + Penalty 2582.345098 = -5263267.216044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151593.220000 sec): 3 clusters
  Score: Raw -5245758.177490 + Penalty 5164.690196 = -5240593.487294
  nChanged 15148
		SP:Iteration 1F (151593.630000 sec): 3 clusters
  Score: Raw -5254109.668147 + Penalty 5164.690196 = -5248944.977951
  nChanged 1607
		SP:Iteration 2Q (151594.090000 sec): 3 clusters
  Score: Raw -5254712.247662 + Penalty 5164.690196 = -5249547.557466
  nChanged 1550
		SP:Iteration 3Q (151594.540000 sec): 3 clusters
  Score: Raw -5255361.046531 + Penalty 5164.690196 = -5250196.356335
  nChanged 1592
		SP:Iteration 4Q (151594.940000 sec): 3 clusters
  Score: Raw -5256117.340064 + Penalty 5164.690196 = -5250952.649869
  nChanged 1693
		SP:Iteration 5F (151595.310000 sec): 3 clusters
  Score: Raw -5257008.563230 + Penalty 5164.690196 = -5251843.873034
  nChanged 1801
		SP:Iteration 6F (151595.690000 sec): 3 clusters
  Score: Raw -5258068.984547 + Penalty 5164.690196 = -5252904.294351
  nChanged 1817
		SP:Iteration 7F (151596.080000 sec): 3 clusters
  Score: Raw -5259198.130039 + Penalty 5164.690196 = -5254033.439843
  nChanged 1771
		SP:Iteration 8F (151596.540000 sec): 3 clusters
  Score: Raw -5260192.896476 + Penalty 5164.690196 = -5255028.206281
  nChanged 1580
		SP:Iteration 9Q (151597.010000 sec): 3 clusters
  Score: Raw -5260991.080258 + Penalty 5164.690196 = -5255826.390062
  nChanged 1327
		SP:Iteration 10Q (151597.400000 sec): 3 clusters
  Score: Raw -5261530.863872 + Penalty 5164.690196 = -5256366.173676
  nChanged 987
		SP:Iteration 11Q (151597.830000 sec): 3 clusters
  Score: Raw -5261832.533970 + Penalty 5164.690196 = -5256667.843774
  nChanged 742
		SP:Iteration 12Q (151598.320000 sec): 3 clusters
  Score: Raw -5261997.589073 + Penalty 5164.690196 = -5256832.898877
  nChanged 516
		SP:Iteration 13Q (151598.810000 sec): 3 clusters
  Score: Raw -5262099.762912 + Penalty 5164.690196 = -5256935.072716
  nChanged 419
		SP:Iteration 14Q (151599.300000 sec): 3 clusters
  Score: Raw -5262172.079586 + Penalty 5164.690196 = -5257007.389390
  nChanged 325
		SP:Iteration 15Q (151599.750000 sec): 3 clusters
  Score: Raw -5262220.767970 + Penalty 5164.690196 = -5257056.077774
  nChanged 266
		SP:Iteration 16Q (151600.250000 sec): 3 clusters
  Score: Raw -5262254.276086 + Penalty 5164.690196 = -5257089.585890
  nChanged 219
		SP:Iteration 17Q (151600.670000 sec): 3 clusters
  Score: Raw -5262275.616741 + Penalty 5164.690196 = -5257110.926545
  nChanged 156
		SP:Iteration 18Q (151601.140000 sec): 3 clusters
  Score: Raw -5262291.632856 + Penalty 5164.690196 = -5257126.942660
  nChanged 153
		SP:Iteration 19Q (151601.630000 sec): 3 clusters
  Score: Raw -5262307.080603 + Penalty 5164.690196 = -5257142.390407
  nChanged 142
		SP:Iteration 20F (151602.050000 sec): 3 clusters
  Score: Raw -5262319.489458 + Penalty 5164.690196 = -5257154.799262
  nChanged 113
		SP:Iteration 21Q (151602.440000 sec): 3 clusters
  Score: Raw -5262329.780746 + Penalty 5164.690196 = -5257165.090551
  nChanged 116
		SP:Iteration 22Q (151602.860000 sec): 3 clusters
  Score: Raw -5262340.200865 + Penalty 5164.690196 = -5257175.510669
  nChanged 109
		SP:Iteration 23Q (151603.280000 sec): 3 clusters
  Score: Raw -5262350.791466 + Penalty 5164.690196 = -5257186.101270
  nChanged 113
		SP:Iteration 24Q (151603.630000 sec): 3 clusters
  Score: Raw -5262361.223856 + Penalty 5164.690196 = -5257196.533660
  nChanged 116
		SP:Iteration 25Q (151604.080000 sec): 3 clusters
  Score: Raw -5262371.625435 + Penalty 5164.690196 = -5257206.935239
  nChanged 118
		SP:Iteration 26Q (151604.510000 sec): 3 clusters
  Score: Raw -5262381.824672 + Penalty 5164.690196 = -5257217.134476
  nChanged 108
		SP:Iteration 27Q (151604.990000 sec): 3 clusters
  Score: Raw -5262390.898559 + Penalty 5164.690196 = -5257226.208363
  nChanged 116
		SP:Iteration 28Q (151605.430000 sec): 3 clusters
  Score: Raw -5262401.770603 + Penalty 5164.690196 = -5257237.080407
  nChanged 132
		SP:Iteration 29Q (151605.780000 sec): 3 clusters
  Score: Raw -5262413.248792 + Penalty 5164.690196 = -5257248.558596
  nChanged 137
		SP:Iteration 30Q (151606.170000 sec): 3 clusters
  Score: Raw -5262425.421744 + Penalty 5164.690196 = -5257260.731548
  nChanged 126
		SP:Iteration 31Q (151606.580000 sec): 3 clusters
  Score: Raw -5262437.014772 + Penalty 5164.690196 = -5257272.324576
  nChanged 131
		SP:Iteration 32Q (151607.020000 sec): 3 clusters
  Score: Raw -5262449.069313 + Penalty 5164.690196 = -5257284.379117
  nChanged 130
		SP:Iteration 33Q (151607.410000 sec): 3 clusters
  Score: Raw -5262461.717309 + Penalty 5164.690196 = -5257297.027114
  nChanged 164
		SP:Iteration 34Q (151607.850000 sec): 3 clusters
  Score: Raw -5262479.460998 + Penalty 5164.690196 = -5257314.770802
  nChanged 170
		SP:Iteration 35Q (151608.300000 sec): 3 clusters
  Score: Raw -5262497.417505 + Penalty 5164.690196 = -5257332.727309
  nChanged 170
		SP:Iteration 36Q (151608.660000 sec): 3 clusters
  Score: Raw -5262515.924852 + Penalty 5164.690196 = -5257351.234656
  nChanged 169
		SP:Iteration 37Q (151609.060000 sec): 3 clusters
  Score: Raw -5262534.375768 + Penalty 5164.690196 = -5257369.685573
  nChanged 166
		SP:Iteration 38Q (151609.450000 sec): 3 clusters
  Score: Raw -5262553.020875 + Penalty 5164.690196 = -5257388.330680
  nChanged 157
		SP:Iteration 39Q (151609.840000 sec): 3 clusters
  Score: Raw -5262570.393480 + Penalty 5164.690196 = -5257405.703284
  nChanged 161
		SP:Iteration 40F (151610.260000 sec): 3 clusters
  Score: Raw -5262587.311716 + Penalty 5164.690196 = -5257422.621520
  nChanged 141
		SP:Iteration 41Q (151610.770000 sec): 3 clusters
  Score: Raw -5262602.189821 + Penalty 5164.690196 = -5257437.499625
  nChanged 162
		SP:Iteration 42Q (151611.240000 sec): 3 clusters
  Score: Raw -5262621.119984 + Penalty 5164.690196 = -5257456.429788
  nChanged 173
		SP:Iteration 43Q (151611.700000 sec): 3 clusters
  Score: Raw -5262642.480692 + Penalty 5164.690196 = -5257477.790496
  nChanged 182
		SP:Iteration 44Q (151612.150000 sec): 3 clusters
  Score: Raw -5262664.318515 + Penalty 5164.690196 = -5257499.628319
  nChanged 190
		SP:Iteration 45Q (151612.540000 sec): 3 clusters
  Score: Raw -5262686.250704 + Penalty 5164.690196 = -5257521.560509
  nChanged 166
		SP:Iteration 46Q (151612.950000 sec): 3 clusters
  Score: Raw -5262706.595621 + Penalty 5164.690196 = -5257541.905425
  nChanged 172
		SP:Iteration 47Q (151613.450000 sec): 3 clusters
  Score: Raw -5262725.778694 + Penalty 5164.690196 = -5257561.088498
  nChanged 176
		SP:Iteration 48Q (151613.970000 sec): 3 clusters
  Score: Raw -5262745.834651 + Penalty 5164.690196 = -5257581.144455
  nChanged 188
		SP:Iteration 49Q (151614.410000 sec): 3 clusters
  Score: Raw -5262768.567698 + Penalty 5164.690196 = -5257603.877502
  nChanged 181
		SP:Iteration 50Q (151614.900000 sec): 3 clusters
  Score: Raw -5262789.215577 + Penalty 5164.690196 = -5257624.525381
  nChanged 179
		SP:Iteration 51Q (151615.410000 sec): 3 clusters
  Score: Raw -5262811.053307 + Penalty 5164.690196 = -5257646.363112
  nChanged 186
		SP:Iteration 52Q (151615.810000 sec): 3 clusters
  Score: Raw -5262834.355457 + Penalty 5164.690196 = -5257669.665261
  nChanged 193
		SP:Iteration 53Q (151616.290000 sec): 3 clusters
  Score: Raw -5262860.214553 + Penalty 5164.690196 = -5257695.524357
  nChanged 225
		SP:Iteration 54Q (151616.790000 sec): 3 clusters
  Score: Raw -5262894.547966 + Penalty 5164.690196 = -5257729.857770
  nChanged 241
		SP:Iteration 55Q (151617.290000 sec): 3 clusters
  Score: Raw -5262935.247097 + Penalty 5164.690196 = -5257770.556901
  nChanged 271
		SP:Iteration 56Q (151617.700000 sec): 3 clusters
  Score: Raw -5262980.812566 + Penalty 5164.690196 = -5257816.122370
  nChanged 289
		SP:Iteration 57Q (151618.190000 sec): 3 clusters
  Score: Raw -5263030.334540 + Penalty 5164.690196 = -5257865.644344
  nChanged 280
		SP:Iteration 58Q (151618.690000 sec): 3 clusters
  Score: Raw -5263075.109581 + Penalty 5164.690196 = -5257910.419385
  nChanged 285
		SP:Iteration 59Q (151619.220000 sec): 3 clusters
  Score: Raw -5263122.923293 + Penalty 5164.690196 = -5257958.233098
  nChanged 295
		SP:Iteration 60F (151619.600000 sec): 3 clusters
  Score: Raw -5263178.858997 + Penalty 5164.690196 = -5258014.168801
  nChanged 321
		SP:Iteration 61Q (151620.040000 sec): 3 clusters
  Score: Raw -5263241.122337 + Penalty 5164.690196 = -5258076.432141
  nChanged 323
		SP:Iteration 62Q (151620.490000 sec): 3 clusters
  Score: Raw -5263312.306603 + Penalty 5164.690196 = -5258147.616407
  nChanged 358
		SP:Iteration 63Q (151620.800000 sec): 3 clusters
  Score: Raw -5263391.678971 + Penalty 5164.690196 = -5258226.988775
  nChanged 353
		SP:Iteration 64Q (151621.220000 sec): 3 clusters
  Score: Raw -5263470.493633 + Penalty 5164.690196 = -5258305.803437
  nChanged 375
		SP:Iteration 65Q (151621.640000 sec): 3 clusters
  Score: Raw -5263560.357776 + Penalty 5164.690196 = -5258395.667581
  nChanged 377
		SP:Iteration 66Q (151622.030000 sec): 3 clusters
  Score: Raw -5263661.602776 + Penalty 5164.690196 = -5258496.912580
  nChanged 402
		SP:Iteration 67Q (151622.460000 sec): 3 clusters
  Score: Raw -5263775.273891 + Penalty 5164.690196 = -5258610.583695
  nChanged 423
		SP:Iteration 68Q (151622.900000 sec): 3 clusters
  Score: Raw -5263905.833099 + Penalty 5164.690196 = -5258741.142903
  nChanged 452
		SP:Iteration 69Q (151623.290000 sec): 3 clusters
  Score: Raw -5264048.223400 + Penalty 5164.690196 = -5258883.533204
  nChanged 435
		SP:Iteration 70Q (151623.660000 sec): 3 clusters
  Score: Raw -5264186.021911 + Penalty 5164.690196 = -5259021.331716
  nChanged 446
		SP:Iteration 71Q (151624.050000 sec): 3 clusters
  Score: Raw -5264335.471502 + Penalty 5164.690196 = -5259170.781306
  nChanged 444
		SP:Iteration 72Q (151624.460000 sec): 3 clusters
  Score: Raw -5264499.088995 + Penalty 5164.690196 = -5259334.398799
  nChanged 464
		SP:Iteration 73Q (151624.900000 sec): 3 clusters
  Score: Raw -5264682.648804 + Penalty 5164.690196 = -5259517.958609
  nChanged 456
		SP:Iteration 74Q (151625.260000 sec): 3 clusters
  Score: Raw -5264885.015115 + Penalty 5164.690196 = -5259720.324919
  nChanged 418
		SP:Iteration 75Q (151625.590000 sec): 3 clusters
  Score: Raw -5265076.822137 + Penalty 5164.690196 = -5259912.131941
  nChanged 376
		SP:Iteration 76Q (151625.940000 sec): 3 clusters
  Score: Raw -5265250.579071 + Penalty 5164.690196 = -5260085.888875
  nChanged 339
		SP:Iteration 77Q (151626.320000 sec): 3 clusters
  Score: Raw -5265411.524933 + Penalty 5164.690196 = -5260246.834738
  nChanged 296
		SP:Iteration 78Q (151626.760000 sec): 3 clusters
  Score: Raw -5265552.798399 + Penalty 5164.690196 = -5260388.108204
  nChanged 270
		SP:Iteration 79Q (151627.130000 sec): 3 clusters
  Score: Raw -5265686.822461 + Penalty 5164.690196 = -5260522.132265
  nChanged 264
		SP:Iteration 80F (151627.620000 sec): 3 clusters
  Score: Raw -5265819.514516 + Penalty 5164.690196 = -5260654.824320
  nChanged 229
		SP:Iteration 81Q (151627.980000 sec): 3 clusters
  Score: Raw -5265924.497793 + Penalty 5164.690196 = -5260759.807597
  nChanged 188
		SP:Iteration 82Q (151628.350000 sec): 3 clusters
  Score: Raw -5266015.288388 + Penalty 5164.690196 = -5260850.598192
  nChanged 146
		SP:Iteration 83Q (151628.700000 sec): 3 clusters
  Score: Raw -5266078.765521 + Penalty 5164.690196 = -5260914.075325
  nChanged 122
		SP:Iteration 84Q (151629.150000 sec): 3 clusters
  Score: Raw -5266135.860097 + Penalty 5164.690196 = -5260971.169901
  nChanged 114
		SP:Iteration 85Q (151629.540000 sec): 3 clusters
  Score: Raw -5266181.673492 + Penalty 5164.690196 = -5261016.983297
  nChanged 92
		SP:Iteration 86Q (151629.930000 sec): 3 clusters
  Score: Raw -5266219.125033 + Penalty 5164.690196 = -5261054.434837
  nChanged 69
		SP:Iteration 87Q (151630.300000 sec): 3 clusters
  Score: Raw -5266248.508275 + Penalty 5164.690196 = -5261083.818079
  nChanged 57
		SP:Iteration 88Q (151630.650000 sec): 3 clusters
  Score: Raw -5266269.517610 + Penalty 5164.690196 = -5261104.827414
  nChanged 44
		SP:Iteration 89Q (151631.050000 sec): 3 clusters
  Score: Raw -5266285.897134 + Penalty 5164.690196 = -5261121.206938
  nChanged 43
		SP:Iteration 90Q (151631.450000 sec): 3 clusters
  Score: Raw -5266303.428903 + Penalty 5164.690196 = -5261138.738707
  nChanged 39
		SP:Iteration 91Q (151631.880000 sec): 3 clusters
  Score: Raw -5266321.097530 + Penalty 5164.690196 = -5261156.407334
  nChanged 31
		SP:Iteration 92Q (151632.290000 sec): 3 clusters
  Score: Raw -5266332.327152 + Penalty 5164.690196 = -5261167.636957
  nChanged 24
		SP:Iteration 93Q (151632.680000 sec): 3 clusters
  Score: Raw -5266340.441625 + Penalty 5164.690196 = -5261175.751429
  nChanged 27
		SP:Iteration 94Q (151633.090000 sec): 3 clusters
  Score: Raw -5266348.697687 + Penalty 5164.690196 = -5261184.007491
  nChanged 20
		SP:Iteration 95Q (151633.490000 sec): 3 clusters
  Score: Raw -5266356.257643 + Penalty 5164.690196 = -5261191.567448
  nChanged 15
		SP:Iteration 96Q (151633.900000 sec): 3 clusters
  Score: Raw -5266361.322088 + Penalty 5164.690196 = -5261196.631892
  nChanged 12
		SP:Iteration 97Q (151634.290000 sec): 3 clusters
  Score: Raw -5266364.805459 + Penalty 5164.690196 = -5261200.115263
  nChanged 7
		SP:Iteration 98Q (151634.780000 sec): 3 clusters
  Score: Raw -5266367.991885 + Penalty 5164.690196 = -5261203.301690
  nChanged 7
		SP:Iteration 99Q (151635.190000 sec): 3 clusters
  Score: Raw -5266370.537589 + Penalty 5164.690196 = -5261205.847394
  nChanged 5
		SP:Iteration 100F (151635.630000 sec): 3 clusters
  Score: Raw -5266372.025508 + Penalty 5164.690196 = -5261207.335312
  nChanged 6
		SP:Iteration 101Q (151636.010000 sec): 3 clusters
  Score: Raw -5266374.259199 + Penalty 5164.690196 = -5261209.569003
  nChanged 11
		SP:Iteration 102Q (151636.420000 sec): 3 clusters
  Score: Raw -5266378.012309 + Penalty 5164.690196 = -5261213.322113
  nChanged 10
		SP:Iteration 103Q (151636.830000 sec): 3 clusters
  Score: Raw -5266381.146687 + Penalty 5164.690196 = -5261216.456491
  nChanged 3
		SP:Iteration 104Q (151637.270000 sec): 3 clusters
  Score: Raw -5266381.688689 + Penalty 5164.690196 = -5261216.998493
  nChanged 4
		SP:Iteration 105Q (151637.750000 sec): 3 clusters
  Score: Raw -5266382.840211 + Penalty 5164.690196 = -5261218.150015
  nChanged 5
		SP:Iteration 106Q (151638.220000 sec): 3 clusters
  Score: Raw -5266384.202932 + Penalty 5164.690196 = -5261219.512737
  nChanged 3
		SP:Iteration 107Q (151638.610000 sec): 3 clusters
  Score: Raw -5266385.078528 + Penalty 5164.690196 = -5261220.388332
  nChanged 4
		SP:Iteration 108Q (151639.030000 sec): 3 clusters
  Score: Raw -5266386.393854 + Penalty 5164.690196 = -5261221.703659
  nChanged 5
		SP:Iteration 109Q (151639.390000 sec): 3 clusters
  Score: Raw -5266387.879391 + Penalty 5164.690196 = -5261223.189195
  nChanged 4
		SP:Iteration 110Q (151639.800000 sec): 3 clusters
  Score: Raw -5266389.160041 + Penalty 5164.690196 = -5261224.469846
  nChanged 4
		SP:Iteration 111Q (151640.230000 sec): 3 clusters
  Score: Raw -5266390.095554 + Penalty 5164.690196 = -5261225.405358
  nChanged 4
		SP:Iteration 112Q (151640.680000 sec): 3 clusters
  Score: Raw -5266391.911895 + Penalty 5164.690196 = -5261227.221700
  nChanged 7
		SP:Iteration 113Q (151641.110000 sec): 3 clusters
  Score: Raw -5266393.688594 + Penalty 5164.690196 = -5261228.998398
  nChanged 4
		SP:Iteration 114Q (151641.610000 sec): 3 clusters
  Score: Raw -5266395.049343 + Penalty 5164.690196 = -5261230.359147
  nChanged 3
		SP:Iteration 115Q (151641.990000 sec): 3 clusters
  Score: Raw -5266396.015587 + Penalty 5164.690196 = -5261231.325391
  nChanged 2
		SP:Iteration 116Q (151642.350000 sec): 3 clusters
  Score: Raw -5266396.306651 + Penalty 5164.690196 = -5261231.616455
  nChanged 0
		SP:Iteration 117F (151642.780000 sec): 3 clusters
  Score: Raw -5266396.306651 + Penalty 5164.690196 = -5261231.616455
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 26 (31203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151643.120000 sec): 2 clusters
  Score: Raw -5085534.891427 + Penalty 2566.370842 = -5082968.520585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151643.590000 sec): 3 clusters
  Score: Raw -5066725.138851 + Penalty 5132.741683 = -5061592.397168
  nChanged 14045
		SP:Iteration 1F (151644.030000 sec): 3 clusters
  Score: Raw -5074416.342322 + Penalty 5132.741683 = -5069283.600639
  nChanged 1452
		SP:Iteration 2Q (151644.440000 sec): 3 clusters
  Score: Raw -5074908.553626 + Penalty 5132.741683 = -5069775.811942
  nChanged 1314
		SP:Iteration 3Q (151644.950000 sec): 3 clusters
  Score: Raw -5075351.516584 + Penalty 5132.741683 = -5070218.774900
  nChanged 1262
		SP:Iteration 4Q (151645.410000 sec): 3 clusters
  Score: Raw -5075792.947667 + Penalty 5132.741683 = -5070660.205984
  nChanged 1232
		SP:Iteration 5Q (151645.860000 sec): 3 clusters
  Score: Raw -5076302.690646 + Penalty 5132.741683 = -5071169.948962
  nChanged 1315
		SP:Iteration 6Q (151646.310000 sec): 3 clusters
  Score: Raw -5076956.588782 + Penalty 5132.741683 = -5071823.847098
  nChanged 1441
		SP:Iteration 7Q (151646.730000 sec): 3 clusters
  Score: Raw -5077763.162594 + Penalty 5132.741683 = -5072630.420911
  nChanged 1494
		SP:Iteration 8Q (151647.160000 sec): 3 clusters
  Score: Raw -5078674.872652 + Penalty 5132.741683 = -5073542.130969
  nChanged 1514
		SP:Iteration 9Q (151647.600000 sec): 3 clusters
  Score: Raw -5079636.662446 + Penalty 5132.741683 = -5074503.920763
  nChanged 1471
		SP:Iteration 10Q (151647.990000 sec): 3 clusters
  Score: Raw -5080574.440388 + Penalty 5132.741683 = -5075441.698705
  nChanged 1419
		SP:Iteration 11Q (151648.470000 sec): 3 clusters
  Score: Raw -5081447.470583 + Penalty 5132.741683 = -5076314.728899
  nChanged 1299
		SP:Iteration 12Q (151648.900000 sec): 3 clusters
  Score: Raw -5082276.162348 + Penalty 5132.741683 = -5077143.420665
  nChanged 1273
		SP:Iteration 13Q (151649.350000 sec): 3 clusters
  Score: Raw -5083114.451437 + Penalty 5132.741683 = -5077981.709754
  nChanged 1168
		SP:Iteration 14Q (151649.760000 sec): 3 clusters
  Score: Raw -5083842.689051 + Penalty 5132.741683 = -5078709.947367
  nChanged 918
		SP:Iteration 15Q (151650.220000 sec): 3 clusters
  Score: Raw -5084390.563007 + Penalty 5132.741683 = -5079257.821323
  nChanged 731
		SP:Iteration 16Q (151650.590000 sec): 3 clusters
  Score: Raw -5084785.712865 + Penalty 5132.741683 = -5079652.971182
  nChanged 546
		SP:Iteration 17Q (151651.010000 sec): 3 clusters
  Score: Raw -5085056.781841 + Penalty 5132.741683 = -5079924.040158
  nChanged 387
		SP:Iteration 18Q (151651.560000 sec): 3 clusters
  Score: Raw -5085246.654749 + Penalty 5132.741683 = -5080113.913066
  nChanged 308
		SP:Iteration 19Q (151652.010000 sec): 3 clusters
  Score: Raw -5085397.429671 + Penalty 5132.741683 = -5080264.687988
  nChanged 250
		SP:Iteration 20F (151652.400000 sec): 3 clusters
  Score: Raw -5085533.554476 + Penalty 5132.741683 = -5080400.812792
  nChanged 206
		SP:Iteration 21Q (151652.810000 sec): 3 clusters
  Score: Raw -5085638.790650 + Penalty 5132.741683 = -5080506.048967
  nChanged 159
		SP:Iteration 22Q (151653.190000 sec): 3 clusters
  Score: Raw -5085717.301585 + Penalty 5132.741683 = -5080584.559902
  nChanged 116
		SP:Iteration 23Q (151653.610000 sec): 3 clusters
  Score: Raw -5085777.635945 + Penalty 5132.741683 = -5080644.894262
  nChanged 89
		SP:Iteration 24Q (151654.000000 sec): 3 clusters
  Score: Raw -5085823.800750 + Penalty 5132.741683 = -5080691.059066
  nChanged 74
		SP:Iteration 25Q (151654.300000 sec): 3 clusters
  Score: Raw -5085861.270848 + Penalty 5132.741683 = -5080728.529164
  nChanged 60
		SP:Iteration 26Q (151654.640000 sec): 3 clusters
  Score: Raw -5085889.090233 + Penalty 5132.741683 = -5080756.348549
  nChanged 56
		SP:Iteration 27Q (151654.980000 sec): 3 clusters
  Score: Raw -5085911.644813 + Penalty 5132.741683 = -5080778.903130
  nChanged 36
		SP:Iteration 28Q (151655.360000 sec): 3 clusters
  Score: Raw -5085930.993146 + Penalty 5132.741683 = -5080798.251463
  nChanged 41
		SP:Iteration 29Q (151655.730000 sec): 3 clusters
  Score: Raw -5085950.908795 + Penalty 5132.741683 = -5080818.167112
  nChanged 29
		SP:Iteration 30Q (151656.130000 sec): 3 clusters
  Score: Raw -5085965.059462 + Penalty 5132.741683 = -5080832.317779
  nChanged 24
		SP:Iteration 31Q (151656.480000 sec): 3 clusters
  Score: Raw -5085976.241307 + Penalty 5132.741683 = -5080843.499624
  nChanged 23
		SP:Iteration 32Q (151656.840000 sec): 3 clusters
  Score: Raw -5085985.849275 + Penalty 5132.741683 = -5080853.107591
  nChanged 21
		SP:Iteration 33Q (151657.280000 sec): 3 clusters
  Score: Raw -5085996.719709 + Penalty 5132.741683 = -5080863.978026
  nChanged 19
		SP:Iteration 34Q (151657.660000 sec): 3 clusters
  Score: Raw -5086006.763731 + Penalty 5132.741683 = -5080874.022048
  nChanged 25
		SP:Iteration 35Q (151658.060000 sec): 3 clusters
  Score: Raw -5086019.601317 + Penalty 5132.741683 = -5080886.859633
  nChanged 20
		SP:Iteration 36Q (151658.440000 sec): 3 clusters
  Score: Raw -5086028.030949 + Penalty 5132.741683 = -5080895.289265
  nChanged 13
		SP:Iteration 37Q (151658.880000 sec): 3 clusters
  Score: Raw -5086034.538570 + Penalty 5132.741683 = -5080901.796887
  nChanged 10
		SP:Iteration 38Q (151659.180000 sec): 3 clusters
  Score: Raw -5086038.739253 + Penalty 5132.741683 = -5080905.997569
  nChanged 2
		SP:Iteration 39Q (151659.520000 sec): 3 clusters
  Score: Raw -5086039.801900 + Penalty 5132.741683 = -5080907.060217
  nChanged 3
		SP:Iteration 40F (151659.910000 sec): 3 clusters
  Score: Raw -5086041.302796 + Penalty 5132.741683 = -5080908.561113
  nChanged 4
		SP:Iteration 41Q (151660.290000 sec): 3 clusters
  Score: Raw -5086043.798310 + Penalty 5132.741683 = -5080911.056626
  nChanged 6
		SP:Iteration 42Q (151660.670000 sec): 3 clusters
  Score: Raw -5086046.396319 + Penalty 5132.741683 = -5080913.654636
  nChanged 3
		SP:Iteration 43Q (151661.060000 sec): 3 clusters
  Score: Raw -5086047.216172 + Penalty 5132.741683 = -5080914.474489
  nChanged 2
		SP:Iteration 44Q (151661.420000 sec): 3 clusters
  Score: Raw -5086047.835226 + Penalty 5132.741683 = -5080915.093543
  nChanged 0
		SP:Iteration 45F (151661.810000 sec): 3 clusters
  Score: Raw -5086047.835226 + Penalty 5132.741683 = -5080915.093543
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 27 (5821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151661.970000 sec): 2 clusters
  Score: Raw -928809.898039 + Penalty 2149.968382 = -926659.929656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151662.130000 sec): 3 clusters
  Score: Raw -925866.330250 + Penalty 4299.936764 = -921566.393486
  nChanged 2287
		SP:Iteration 1F (151662.320000 sec): 3 clusters
  Score: Raw -927233.486451 + Penalty 4299.936764 = -922933.549686
  nChanged 411
		SP:Iteration 2F (151662.530000 sec): 3 clusters
  Score: Raw -927482.596039 + Penalty 4299.936764 = -923182.659275
  nChanged 294
		SP:Iteration 3F (151662.770000 sec): 3 clusters
  Score: Raw -927648.208400 + Penalty 4299.936764 = -923348.271636
  nChanged 223
		SP:Iteration 4Q (151662.900000 sec): 3 clusters
  Score: Raw -927767.123470 + Penalty 4299.936764 = -923467.186706
  nChanged 192
		SP:Iteration 5Q (151663.100000 sec): 3 clusters
  Score: Raw -927867.183802 + Penalty 4299.936764 = -923567.247037
  nChanged 144
		SP:Iteration 6Q (151663.270000 sec): 3 clusters
  Score: Raw -927946.273314 + Penalty 4299.936764 = -923646.336549
  nChanged 131
		SP:Iteration 7Q (151663.490000 sec): 3 clusters
  Score: Raw -928009.260294 + Penalty 4299.936764 = -923709.323529
  nChanged 125
		SP:Iteration 8Q (151663.690000 sec): 3 clusters
  Score: Raw -928062.624523 + Penalty 4299.936764 = -923762.687759
  nChanged 116
		SP:Iteration 9Q (151663.830000 sec): 3 clusters
  Score: Raw -928113.012515 + Penalty 4299.936764 = -923813.075751
  nChanged 102
		SP:Iteration 10Q (151664.050000 sec): 3 clusters
  Score: Raw -928163.850971 + Penalty 4299.936764 = -923863.914207
  nChanged 102
		SP:Iteration 11Q (151664.220000 sec): 3 clusters
  Score: Raw -928212.426643 + Penalty 4299.936764 = -923912.489879
  nChanged 104
		SP:Iteration 12Q (151664.400000 sec): 3 clusters
  Score: Raw -928266.517868 + Penalty 4299.936764 = -923966.581104
  nChanged 104
		SP:Iteration 13Q (151664.610000 sec): 3 clusters
  Score: Raw -928329.752130 + Penalty 4299.936764 = -924029.815366
  nChanged 124
		SP:Iteration 14Q (151664.850000 sec): 3 clusters
  Score: Raw -928397.459446 + Penalty 4299.936764 = -924097.522682
  nChanged 104
		SP:Iteration 15Q (151665.080000 sec): 3 clusters
  Score: Raw -928462.984105 + Penalty 4299.936764 = -924163.047341
  nChanged 122
		SP:Iteration 16Q (151665.220000 sec): 3 clusters
  Score: Raw -928531.718307 + Penalty 4299.936764 = -924231.781543
  nChanged 110
		SP:Iteration 17Q (151665.450000 sec): 3 clusters
  Score: Raw -928593.006982 + Penalty 4299.936764 = -924293.070218
  nChanged 120
		SP:Iteration 18Q (151665.600000 sec): 3 clusters
  Score: Raw -928669.013625 + Penalty 4299.936764 = -924369.076861
  nChanged 120
		SP:Iteration 19Q (151665.750000 sec): 3 clusters
  Score: Raw -928739.146414 + Penalty 4299.936764 = -924439.209650
  nChanged 116
		SP:Iteration 20F (151665.980000 sec): 3 clusters
  Score: Raw -928811.278878 + Penalty 4299.936764 = -924511.342114
  nChanged 112
		SP:Iteration 21Q (151666.180000 sec): 3 clusters
  Score: Raw -928889.168969 + Penalty 4299.936764 = -924589.232204
  nChanged 112
		SP:Iteration 22Q (151666.380000 sec): 3 clusters
  Score: Raw -928956.745027 + Penalty 4299.936764 = -924656.808263
  nChanged 88
		SP:Iteration 23Q (151666.590000 sec): 3 clusters
  Score: Raw -928997.030575 + Penalty 4299.936764 = -924697.093811
  nChanged 68
		SP:Iteration 24Q (151666.840000 sec): 3 clusters
  Score: Raw -929032.002772 + Penalty 4299.936764 = -924732.066008
  nChanged 56
		SP:Iteration 25Q (151667.040000 sec): 3 clusters
  Score: Raw -929058.395058 + Penalty 4299.936764 = -924758.458294
  nChanged 45
		SP:Iteration 26Q (151667.260000 sec): 3 clusters
  Score: Raw -929076.648417 + Penalty 4299.936764 = -924776.711653
  nChanged 45
		SP:Iteration 27Q (151667.510000 sec): 3 clusters
  Score: Raw -929098.943946 + Penalty 4299.936764 = -924799.007182
  nChanged 48
		SP:Iteration 28Q (151667.680000 sec): 3 clusters
  Score: Raw -929122.768497 + Penalty 4299.936764 = -924822.831733
  nChanged 37
		SP:Iteration 29Q (151667.900000 sec): 3 clusters
  Score: Raw -929141.746799 + Penalty 4299.936764 = -924841.810035
  nChanged 32
		SP:Iteration 30Q (151668.130000 sec): 3 clusters
  Score: Raw -929156.338168 + Penalty 4299.936764 = -924856.401403
  nChanged 29
		SP:Iteration 31Q (151668.360000 sec): 3 clusters
  Score: Raw -929168.908261 + Penalty 4299.936764 = -924868.971497
  nChanged 25
		SP:Iteration 32Q (151668.620000 sec): 3 clusters
  Score: Raw -929178.272114 + Penalty 4299.936764 = -924878.335350
  nChanged 19
		SP:Iteration 33Q (151668.860000 sec): 3 clusters
  Score: Raw -929184.987816 + Penalty 4299.936764 = -924885.051052
  nChanged 12
		SP:Iteration 34Q (151669.060000 sec): 3 clusters
  Score: Raw -929190.537206 + Penalty 4299.936764 = -924890.600442
  nChanged 17
		SP:Iteration 35Q (151669.210000 sec): 3 clusters
  Score: Raw -929196.251612 + Penalty 4299.936764 = -924896.314848
  nChanged 9
		SP:Iteration 36Q (151669.410000 sec): 3 clusters
  Score: Raw -929199.576095 + Penalty 4299.936764 = -924899.639330
  nChanged 13
		SP:Iteration 37Q (151669.640000 sec): 3 clusters
  Score: Raw -929203.847195 + Penalty 4299.936764 = -924903.910430
  nChanged 8
		SP:Iteration 38Q (151669.900000 sec): 3 clusters
  Score: Raw -929207.131558 + Penalty 4299.936764 = -924907.194794
  nChanged 9
		SP:Iteration 39Q (151670.140000 sec): 3 clusters
  Score: Raw -929210.135716 + Penalty 4299.936764 = -924910.198952
  nChanged 6
		SP:Iteration 40F (151670.350000 sec): 3 clusters
  Score: Raw -929213.545214 + Penalty 4299.936764 = -924913.608450
  nChanged 9
		SP:Iteration 41Q (151670.480000 sec): 3 clusters
  Score: Raw -929217.007468 + Penalty 4299.936764 = -924917.070704
  nChanged 9
		SP:Iteration 42Q (151670.640000 sec): 3 clusters
  Score: Raw -929222.031148 + Penalty 4299.936764 = -924922.094384
  nChanged 12
		SP:Iteration 43Q (151670.860000 sec): 3 clusters
  Score: Raw -929227.483295 + Penalty 4299.936764 = -924927.546531
  nChanged 10
		SP:Iteration 44Q (151671.000000 sec): 3 clusters
  Score: Raw -929230.229928 + Penalty 4299.936764 = -924930.293164
  nChanged 6
		SP:Iteration 45Q (151671.240000 sec): 3 clusters
  Score: Raw -929232.034733 + Penalty 4299.936764 = -924932.097969
  nChanged 6
		SP:Iteration 46Q (151671.430000 sec): 3 clusters
  Score: Raw -929234.482013 + Penalty 4299.936764 = -924934.545249
  nChanged 12
		SP:Iteration 47Q (151671.620000 sec): 3 clusters
  Score: Raw -929238.916734 + Penalty 4299.936764 = -924938.979970
  nChanged 8
		SP:Iteration 48Q (151671.790000 sec): 3 clusters
  Score: Raw -929241.883552 + Penalty 4299.936764 = -924941.946787
  nChanged 4
		SP:Iteration 49Q (151671.980000 sec): 3 clusters
  Score: Raw -929242.960027 + Penalty 4299.936764 = -924943.023263
  nChanged 3
		SP:Iteration 50Q (151672.180000 sec): 3 clusters
  Score: Raw -929243.692153 + Penalty 4299.936764 = -924943.755389
  nChanged 2
		SP:Iteration 51Q (151672.360000 sec): 3 clusters
  Score: Raw -929244.257716 + Penalty 4299.936764 = -924944.320952
  nChanged 2
		SP:Iteration 52Q (151672.630000 sec): 3 clusters
  Score: Raw -929244.729892 + Penalty 4299.936764 = -924944.793128
  nChanged 0
		SP:Iteration 53F (151672.800000 sec): 3 clusters
  Score: Raw -929244.729892 + Penalty 4299.936764 = -924944.793128
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 28 (2602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151672.930000 sec): 2 clusters
  Score: Raw -388451.180967 + Penalty 1950.280843 = -386500.900124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151673.090000 sec): 3 clusters
  Score: Raw -387366.552850 + Penalty 3900.561687 = -383465.991163
  nChanged 844
		SP:Iteration 1F (151673.270000 sec): 3 clusters
  Score: Raw -387919.193387 + Penalty 3900.561687 = -384018.631700
  nChanged 217
		SP:Iteration 2F (151673.430000 sec): 3 clusters
  Score: Raw -388098.903154 + Penalty 3900.561687 = -384198.341467
  nChanged 123
		SP:Iteration 3Q (151673.610000 sec): 3 clusters
  Score: Raw -388196.004442 + Penalty 3900.561687 = -384295.442755
  nChanged 96
		SP:Iteration 4Q (151673.740000 sec): 3 clusters
  Score: Raw -388266.983218 + Penalty 3900.561687 = -384366.421531
  nChanged 66
		SP:Iteration 5Q (151673.870000 sec): 3 clusters
  Score: Raw -388326.833305 + Penalty 3900.561687 = -384426.271618
  nChanged 62
		SP:Iteration 6Q (151674.000000 sec): 3 clusters
  Score: Raw -388367.195138 + Penalty 3900.561687 = -384466.633451
  nChanged 49
		SP:Iteration 7Q (151674.180000 sec): 3 clusters
  Score: Raw -388401.059231 + Penalty 3900.561687 = -384500.497544
  nChanged 44
		SP:Iteration 8Q (151674.380000 sec): 3 clusters
  Score: Raw -388433.763228 + Penalty 3900.561687 = -384533.201541
  nChanged 35
		SP:Iteration 9Q (151674.570000 sec): 3 clusters
  Score: Raw -388461.879521 + Penalty 3900.561687 = -384561.317834
  nChanged 35
		SP:Iteration 10Q (151674.780000 sec): 3 clusters
  Score: Raw -388486.696150 + Penalty 3900.561687 = -384586.134463
  nChanged 36
		SP:Iteration 11Q (151674.980000 sec): 3 clusters
  Score: Raw -388510.621545 + Penalty 3900.561687 = -384610.059858
  nChanged 21
		SP:Iteration 12Q (151675.170000 sec): 3 clusters
  Score: Raw -388523.510349 + Penalty 3900.561687 = -384622.948662
  nChanged 16
		SP:Iteration 13Q (151675.330000 sec): 3 clusters
  Score: Raw -388530.753732 + Penalty 3900.561687 = -384630.192045
  nChanged 14
		SP:Iteration 14Q (151675.510000 sec): 3 clusters
  Score: Raw -388540.196642 + Penalty 3900.561687 = -384639.634955
  nChanged 14
		SP:Iteration 15Q (151675.670000 sec): 3 clusters
  Score: Raw -388549.622809 + Penalty 3900.561687 = -384649.061123
  nChanged 18
		SP:Iteration 16Q (151675.830000 sec): 3 clusters
  Score: Raw -388557.683280 + Penalty 3900.561687 = -384657.121593
  nChanged 13
		SP:Iteration 17Q (151676.000000 sec): 3 clusters
  Score: Raw -388564.557898 + Penalty 3900.561687 = -384663.996212
  nChanged 14
		SP:Iteration 18Q (151676.160000 sec): 3 clusters
  Score: Raw -388573.231080 + Penalty 3900.561687 = -384672.669393
  nChanged 14
		SP:Iteration 19Q (151676.340000 sec): 3 clusters
  Score: Raw -388579.565946 + Penalty 3900.561687 = -384679.004259
  nChanged 6
		SP:Iteration 20F (151676.500000 sec): 3 clusters
  Score: Raw -388581.530813 + Penalty 3900.561687 = -384680.969126
  nChanged 2
		SP:Iteration 21Q (151676.620000 sec): 3 clusters
  Score: Raw -388582.559713 + Penalty 3900.561687 = -384681.998026
  nChanged 3
		SP:Iteration 22Q (151676.800000 sec): 3 clusters
  Score: Raw -388584.465712 + Penalty 3900.561687 = -384683.904025
  nChanged 4
		SP:Iteration 23Q (151676.950000 sec): 3 clusters
  Score: Raw -388586.403225 + Penalty 3900.561687 = -384685.841538
  nChanged 2
		SP:Iteration 24Q (151677.120000 sec): 3 clusters
  Score: Raw -388587.034271 + Penalty 3900.561687 = -384686.472584
  nChanged 1
		SP:Iteration 25Q (151677.260000 sec): 3 clusters
  Score: Raw -388588.125967 + Penalty 3900.561687 = -384687.564280
  nChanged 3
		SP:Iteration 26Q (151677.420000 sec): 3 clusters
  Score: Raw -388588.876192 + Penalty 3900.561687 = -384688.314505
  nChanged 1
		SP:Iteration 27Q (151677.590000 sec): 3 clusters
  Score: Raw -388589.542277 + Penalty 3900.561687 = -384688.980590
  nChanged 3
		SP:Iteration 28Q (151677.760000 sec): 3 clusters
  Score: Raw -388591.214623 + Penalty 3900.561687 = -384690.652937
  nChanged 5
		SP:Iteration 29Q (151677.940000 sec): 3 clusters
  Score: Raw -388593.935591 + Penalty 3900.561687 = -384693.373904
  nChanged 1
		SP:Iteration 30Q (151678.120000 sec): 3 clusters
  Score: Raw -388594.457336 + Penalty 3900.561687 = -384693.895649
  nChanged 0
		SP:Iteration 31F (151678.290000 sec): 3 clusters
  Score: Raw -388594.457336 + Penalty 3900.561687 = -384693.895649
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 29 (11939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151678.440000 sec): 2 clusters
  Score: Raw -1767212.597606 + Penalty 2328.116277 = -1764884.481329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151678.710000 sec): 3 clusters
  Score: Raw -1760609.091261 + Penalty 4656.232553 = -1755952.858708
  nChanged 4987
		SP:Iteration 1F (151678.920000 sec): 3 clusters
  Score: Raw -1763519.919721 + Penalty 4656.232553 = -1758863.687167
  nChanged 869
		SP:Iteration 2F (151679.180000 sec): 3 clusters
  Score: Raw -1763989.467660 + Penalty 4656.232553 = -1759333.235107
  nChanged 724
		SP:Iteration 3F (151679.390000 sec): 3 clusters
  Score: Raw -1764427.766006 + Penalty 4656.232553 = -1759771.533453
  nChanged 680
		SP:Iteration 4F (151679.650000 sec): 3 clusters
  Score: Raw -1764828.515618 + Penalty 4656.232553 = -1760172.283065
  nChanged 593
		SP:Iteration 5Q (151679.870000 sec): 3 clusters
  Score: Raw -1765194.352225 + Penalty 4656.232553 = -1760538.119672
  nChanged 548
		SP:Iteration 6Q (151680.170000 sec): 3 clusters
  Score: Raw -1765516.068223 + Penalty 4656.232553 = -1760859.835670
  nChanged 487
		SP:Iteration 7Q (151680.470000 sec): 3 clusters
  Score: Raw -1765779.884979 + Penalty 4656.232553 = -1761123.652426
  nChanged 441
		SP:Iteration 8Q (151680.770000 sec): 3 clusters
  Score: Raw -1765994.891423 + Penalty 4656.232553 = -1761338.658870
  nChanged 354
		SP:Iteration 9Q (151681.070000 sec): 3 clusters
  Score: Raw -1766171.477913 + Penalty 4656.232553 = -1761515.245359
  nChanged 335
		SP:Iteration 10Q (151681.370000 sec): 3 clusters
  Score: Raw -1766314.428491 + Penalty 4656.232553 = -1761658.195938
  nChanged 268
		SP:Iteration 11Q (151681.630000 sec): 3 clusters
  Score: Raw -1766410.802702 + Penalty 4656.232553 = -1761754.570149
  nChanged 202
		SP:Iteration 12Q (151681.890000 sec): 3 clusters
  Score: Raw -1766471.871299 + Penalty 4656.232553 = -1761815.638746
  nChanged 175
		SP:Iteration 13Q (151682.100000 sec): 3 clusters
  Score: Raw -1766518.054667 + Penalty 4656.232553 = -1761861.822114
  nChanged 140
		SP:Iteration 14Q (151682.400000 sec): 3 clusters
  Score: Raw -1766554.674545 + Penalty 4656.232553 = -1761898.441992
  nChanged 131
		SP:Iteration 15Q (151682.620000 sec): 3 clusters
  Score: Raw -1766588.741422 + Penalty 4656.232553 = -1761932.508869
  nChanged 114
		SP:Iteration 16Q (151682.870000 sec): 3 clusters
  Score: Raw -1766621.594911 + Penalty 4656.232553 = -1761965.362358
  nChanged 115
		SP:Iteration 17Q (151683.130000 sec): 3 clusters
  Score: Raw -1766661.519905 + Penalty 4656.232553 = -1762005.287352
  nChanged 126
		SP:Iteration 18Q (151683.380000 sec): 3 clusters
  Score: Raw -1766705.299356 + Penalty 4656.232553 = -1762049.066803
  nChanged 133
		SP:Iteration 19Q (151683.630000 sec): 3 clusters
  Score: Raw -1766753.942199 + Penalty 4656.232553 = -1762097.709646
  nChanged 137
		SP:Iteration 20F (151683.890000 sec): 3 clusters
  Score: Raw -1766802.322473 + Penalty 4656.232553 = -1762146.089920
  nChanged 139
		SP:Iteration 21Q (151684.140000 sec): 3 clusters
  Score: Raw -1766853.715732 + Penalty 4656.232553 = -1762197.483178
  nChanged 122
		SP:Iteration 22Q (151684.390000 sec): 3 clusters
  Score: Raw -1766909.359887 + Penalty 4656.232553 = -1762253.127334
  nChanged 119
		SP:Iteration 23Q (151684.650000 sec): 3 clusters
  Score: Raw -1766951.719423 + Penalty 4656.232553 = -1762295.486870
  nChanged 105
		SP:Iteration 24Q (151684.850000 sec): 3 clusters
  Score: Raw -1766983.062187 + Penalty 4656.232553 = -1762326.829633
  nChanged 105
		SP:Iteration 25Q (151685.100000 sec): 3 clusters
  Score: Raw -1767019.155129 + Penalty 4656.232553 = -1762362.922576
  nChanged 98
		SP:Iteration 26Q (151685.310000 sec): 3 clusters
  Score: Raw -1767059.410946 + Penalty 4656.232553 = -1762403.178393
  nChanged 115
		SP:Iteration 27Q (151685.570000 sec): 3 clusters
  Score: Raw -1767106.047612 + Penalty 4656.232553 = -1762449.815059
  nChanged 123
		SP:Iteration 28Q (151685.820000 sec): 3 clusters
  Score: Raw -1767154.733373 + Penalty 4656.232553 = -1762498.500820
  nChanged 130
		SP:Iteration 29Q (151686.080000 sec): 3 clusters
  Score: Raw -1767195.727264 + Penalty 4656.232553 = -1762539.494711
  nChanged 106
		SP:Iteration 30Q (151686.380000 sec): 3 clusters
  Score: Raw -1767224.940007 + Penalty 4656.232553 = -1762568.707454
  nChanged 99
		SP:Iteration 31Q (151686.630000 sec): 3 clusters
  Score: Raw -1767253.864957 + Penalty 4656.232553 = -1762597.632404
  nChanged 90
		SP:Iteration 32Q (151686.850000 sec): 3 clusters
  Score: Raw -1767278.560275 + Penalty 4656.232553 = -1762622.327722
  nChanged 84
		SP:Iteration 33Q (151687.110000 sec): 3 clusters
  Score: Raw -1767297.710590 + Penalty 4656.232553 = -1762641.478037
  nChanged 77
		SP:Iteration 34Q (151687.320000 sec): 3 clusters
  Score: Raw -1767315.953826 + Penalty 4656.232553 = -1762659.721273
  nChanged 72
		SP:Iteration 35Q (151687.580000 sec): 3 clusters
  Score: Raw -1767330.816973 + Penalty 4656.232553 = -1762674.584420
  nChanged 53
		SP:Iteration 36Q (151687.840000 sec): 3 clusters
  Score: Raw -1767345.115437 + Penalty 4656.232553 = -1762688.882884
  nChanged 61
		SP:Iteration 37Q (151688.090000 sec): 3 clusters
  Score: Raw -1767360.983769 + Penalty 4656.232553 = -1762704.751216
  nChanged 74
		SP:Iteration 38Q (151688.360000 sec): 3 clusters
  Score: Raw -1767377.869587 + Penalty 4656.232553 = -1762721.637034
  nChanged 70
		SP:Iteration 39Q (151688.570000 sec): 3 clusters
  Score: Raw -1767393.877907 + Penalty 4656.232553 = -1762737.645354
  nChanged 65
		SP:Iteration 40F (151688.830000 sec): 3 clusters
  Score: Raw -1767410.890745 + Penalty 4656.232553 = -1762754.658192
  nChanged 54
		SP:Iteration 41Q (151689.050000 sec): 3 clusters
  Score: Raw -1767426.024141 + Penalty 4656.232553 = -1762769.791588
  nChanged 63
		SP:Iteration 42Q (151689.310000 sec): 3 clusters
  Score: Raw -1767447.253698 + Penalty 4656.232553 = -1762791.021145
  nChanged 74
		SP:Iteration 43Q (151689.520000 sec): 3 clusters
  Score: Raw -1767469.517468 + Penalty 4656.232553 = -1762813.284915
  nChanged 76
		SP:Iteration 44Q (151689.770000 sec): 3 clusters
  Score: Raw -1767492.630745 + Penalty 4656.232553 = -1762836.398192
  nChanged 78
		SP:Iteration 45Q (151689.990000 sec): 3 clusters
  Score: Raw -1767515.772348 + Penalty 4656.232553 = -1762859.539795
  nChanged 66
		SP:Iteration 46Q (151690.240000 sec): 3 clusters
  Score: Raw -1767539.495863 + Penalty 4656.232553 = -1762883.263310
  nChanged 72
		SP:Iteration 47Q (151690.500000 sec): 3 clusters
  Score: Raw -1767560.257161 + Penalty 4656.232553 = -1762904.024608
  nChanged 67
		SP:Iteration 48Q (151690.800000 sec): 3 clusters
  Score: Raw -1767582.450437 + Penalty 4656.232553 = -1762926.217884
  nChanged 84
		SP:Iteration 49Q (151691.050000 sec): 3 clusters
  Score: Raw -1767609.436547 + Penalty 4656.232553 = -1762953.203994
  nChanged 97
		SP:Iteration 50Q (151691.310000 sec): 3 clusters
  Score: Raw -1767635.935435 + Penalty 4656.232553 = -1762979.702881
  nChanged 82
		SP:Iteration 51Q (151691.570000 sec): 3 clusters
  Score: Raw -1767658.824353 + Penalty 4656.232553 = -1763002.591800
  nChanged 76
		SP:Iteration 52Q (151691.820000 sec): 3 clusters
  Score: Raw -1767681.334186 + Penalty 4656.232553 = -1763025.101633
  nChanged 94
		SP:Iteration 53Q (151692.070000 sec): 3 clusters
  Score: Raw -1767711.420878 + Penalty 4656.232553 = -1763055.188325
  nChanged 91
		SP:Iteration 54Q (151692.330000 sec): 3 clusters
  Score: Raw -1767739.207456 + Penalty 4656.232553 = -1763082.974903
  nChanged 101
		SP:Iteration 55Q (151692.580000 sec): 3 clusters
  Score: Raw -1767770.130192 + Penalty 4656.232553 = -1763113.897639
  nChanged 86
		SP:Iteration 56Q (151692.840000 sec): 3 clusters
  Score: Raw -1767798.619418 + Penalty 4656.232553 = -1763142.386864
  nChanged 79
		SP:Iteration 57Q (151693.090000 sec): 3 clusters
  Score: Raw -1767823.021868 + Penalty 4656.232553 = -1763166.789315
  nChanged 72
		SP:Iteration 58Q (151693.350000 sec): 3 clusters
  Score: Raw -1767841.358423 + Penalty 4656.232553 = -1763185.125870
  nChanged 67
		SP:Iteration 59Q (151693.600000 sec): 3 clusters
  Score: Raw -1767858.890348 + Penalty 4656.232553 = -1763202.657795
  nChanged 68
		SP:Iteration 60F (151693.860000 sec): 3 clusters
  Score: Raw -1767875.538660 + Penalty 4656.232553 = -1763219.306107
  nChanged 59
		SP:Iteration 61Q (151694.110000 sec): 3 clusters
  Score: Raw -1767887.407846 + Penalty 4656.232553 = -1763231.175293
  nChanged 43
		SP:Iteration 62Q (151694.370000 sec): 3 clusters
  Score: Raw -1767896.399154 + Penalty 4656.232553 = -1763240.166601
  nChanged 43
		SP:Iteration 63Q (151694.630000 sec): 3 clusters
  Score: Raw -1767906.448988 + Penalty 4656.232553 = -1763250.216435
  nChanged 34
		SP:Iteration 64Q (151694.880000 sec): 3 clusters
  Score: Raw -1767913.205554 + Penalty 4656.232553 = -1763256.973001
  nChanged 30
		SP:Iteration 65Q (151695.140000 sec): 3 clusters
  Score: Raw -1767918.278038 + Penalty 4656.232553 = -1763262.045485
  nChanged 28
		SP:Iteration 66Q (151695.400000 sec): 3 clusters
  Score: Raw -1767924.106234 + Penalty 4656.232553 = -1763267.873681
  nChanged 26
		SP:Iteration 67Q (151695.650000 sec): 3 clusters
  Score: Raw -1767928.934330 + Penalty 4656.232553 = -1763272.701777
  nChanged 24
		SP:Iteration 68Q (151695.910000 sec): 3 clusters
  Score: Raw -1767932.790400 + Penalty 4656.232553 = -1763276.557847
  nChanged 25
		SP:Iteration 69Q (151696.160000 sec): 3 clusters
  Score: Raw -1767937.169141 + Penalty 4656.232553 = -1763280.936588
  nChanged 16
		SP:Iteration 70Q (151696.410000 sec): 3 clusters
  Score: Raw -1767939.122254 + Penalty 4656.232553 = -1763282.889700
  nChanged 13
		SP:Iteration 71Q (151696.670000 sec): 3 clusters
  Score: Raw -1767941.660037 + Penalty 4656.232553 = -1763285.427484
  nChanged 12
		SP:Iteration 72Q (151696.930000 sec): 3 clusters
  Score: Raw -1767944.044593 + Penalty 4656.232553 = -1763287.812039
  nChanged 10
		SP:Iteration 73Q (151697.180000 sec): 3 clusters
  Score: Raw -1767945.699100 + Penalty 4656.232553 = -1763289.466547
  nChanged 17
		SP:Iteration 74Q (151697.440000 sec): 3 clusters
  Score: Raw -1767948.882797 + Penalty 4656.232553 = -1763292.650244
  nChanged 13
		SP:Iteration 75Q (151697.690000 sec): 3 clusters
  Score: Raw -1767951.447797 + Penalty 4656.232553 = -1763295.215244
  nChanged 22
		SP:Iteration 76Q (151697.950000 sec): 3 clusters
  Score: Raw -1767953.979730 + Penalty 4656.232553 = -1763297.747177
  nChanged 9
		SP:Iteration 77Q (151698.230000 sec): 3 clusters
  Score: Raw -1767954.719525 + Penalty 4656.232553 = -1763298.486972
  nChanged 4
		SP:Iteration 78Q (151698.530000 sec): 3 clusters
  Score: Raw -1767955.286333 + Penalty 4656.232553 = -1763299.053780
  nChanged 7
		SP:Iteration 79Q (151698.800000 sec): 3 clusters
  Score: Raw -1767956.592825 + Penalty 4656.232553 = -1763300.360272
  nChanged 10
		SP:Iteration 80F (151699.120000 sec): 3 clusters
  Score: Raw -1767957.630886 + Penalty 4656.232553 = -1763301.398333
  nChanged 5
		SP:Iteration 81Q (151699.390000 sec): 3 clusters
  Score: Raw -1767958.510248 + Penalty 4656.232553 = -1763302.277695
  nChanged 7
		SP:Iteration 82Q (151699.660000 sec): 3 clusters
  Score: Raw -1767959.483994 + Penalty 4656.232553 = -1763303.251440
  nChanged 7
		SP:Iteration 83Q (151699.960000 sec): 3 clusters
  Score: Raw -1767960.387765 + Penalty 4656.232553 = -1763304.155212
  nChanged 5
		SP:Iteration 84Q (151700.210000 sec): 3 clusters
  Score: Raw -1767960.861810 + Penalty 4656.232553 = -1763304.629257
  nChanged 7
		SP:Iteration 85Q (151700.420000 sec): 3 clusters
  Score: Raw -1767961.987116 + Penalty 4656.232553 = -1763305.754563
  nChanged 2
		SP:Iteration 86Q (151700.650000 sec): 3 clusters
  Score: Raw -1767962.208022 + Penalty 4656.232553 = -1763305.975469
  nChanged 2
		SP:Iteration 87Q (151700.880000 sec): 3 clusters
  Score: Raw -1767962.443326 + Penalty 4656.232553 = -1763306.210773
  nChanged 1
		SP:Iteration 88Q (151701.100000 sec): 3 clusters
  Score: Raw -1767962.623812 + Penalty 4656.232553 = -1763306.391258
  nChanged 2
		SP:Iteration 89Q (151701.300000 sec): 3 clusters
  Score: Raw -1767962.975680 + Penalty 4656.232553 = -1763306.743127
  nChanged 1
		SP:Iteration 90Q (151701.590000 sec): 3 clusters
  Score: Raw -1767963.108842 + Penalty 4656.232553 = -1763306.876289
  nChanged 0
		SP:Iteration 91F (151701.880000 sec): 3 clusters
  Score: Raw -1767963.108842 + Penalty 4656.232553 = -1763306.876289
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 30 (4536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151702.030000 sec): 2 clusters
  Score: Raw -701865.962331 + Penalty 2088.110610 = -699777.851722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151702.320000 sec): 3 clusters
  Score: Raw -699665.728589 + Penalty 4176.221219 = -695489.507370
  nChanged 1767
		SP:Iteration 1F (151702.530000 sec): 3 clusters
  Score: Raw -700669.247494 + Penalty 4176.221219 = -696493.026275
  nChanged 396
		SP:Iteration 2F (151702.710000 sec): 3 clusters
  Score: Raw -700924.605093 + Penalty 4176.221219 = -696748.383874
  nChanged 262
		SP:Iteration 3F (151702.900000 sec): 3 clusters
  Score: Raw -701096.205863 + Penalty 4176.221219 = -696919.984644
  nChanged 192
		SP:Iteration 4Q (151703.080000 sec): 3 clusters
  Score: Raw -701208.936665 + Penalty 4176.221219 = -697032.715445
  nChanged 171
		SP:Iteration 5Q (151703.230000 sec): 3 clusters
  Score: Raw -701298.442387 + Penalty 4176.221219 = -697122.221168
  nChanged 144
		SP:Iteration 6Q (151703.420000 sec): 3 clusters
  Score: Raw -701380.610723 + Penalty 4176.221219 = -697204.389504
  nChanged 148
		SP:Iteration 7Q (151703.630000 sec): 3 clusters
  Score: Raw -701453.502496 + Penalty 4176.221219 = -697277.281277
  nChanged 130
		SP:Iteration 8Q (151703.810000 sec): 3 clusters
  Score: Raw -701519.978543 + Penalty 4176.221219 = -697343.757324
  nChanged 120
		SP:Iteration 9Q (151703.960000 sec): 3 clusters
  Score: Raw -701585.417678 + Penalty 4176.221219 = -697409.196459
  nChanged 110
		SP:Iteration 10Q (151704.150000 sec): 3 clusters
  Score: Raw -701642.662350 + Penalty 4176.221219 = -697466.441131
  nChanged 95
		SP:Iteration 11Q (151704.330000 sec): 3 clusters
  Score: Raw -701693.663257 + Penalty 4176.221219 = -697517.442038
  nChanged 81
		SP:Iteration 12Q (151704.460000 sec): 3 clusters
  Score: Raw -701739.666101 + Penalty 4176.221219 = -697563.444882
  nChanged 75
		SP:Iteration 13Q (151704.660000 sec): 3 clusters
  Score: Raw -701782.232112 + Penalty 4176.221219 = -697606.010893
  nChanged 89
		SP:Iteration 14Q (151704.840000 sec): 3 clusters
  Score: Raw -701837.195470 + Penalty 4176.221219 = -697660.974250
  nChanged 93
		SP:Iteration 15Q (151705.030000 sec): 3 clusters
  Score: Raw -701893.381770 + Penalty 4176.221219 = -697717.160551
  nChanged 75
		SP:Iteration 16Q (151705.220000 sec): 3 clusters
  Score: Raw -701939.368150 + Penalty 4176.221219 = -697763.146930
  nChanged 77
		SP:Iteration 17Q (151705.390000 sec): 3 clusters
  Score: Raw -701980.395361 + Penalty 4176.221219 = -697804.174142
  nChanged 48
		SP:Iteration 18Q (151705.600000 sec): 3 clusters
  Score: Raw -702004.868548 + Penalty 4176.221219 = -697828.647329
  nChanged 51
		SP:Iteration 19Q (151705.770000 sec): 3 clusters
  Score: Raw -702036.623727 + Penalty 4176.221219 = -697860.402508
  nChanged 53
		SP:Iteration 20F (151705.940000 sec): 3 clusters
  Score: Raw -702070.929919 + Penalty 4176.221219 = -697894.708700
  nChanged 49
		SP:Iteration 21Q (151706.120000 sec): 3 clusters
  Score: Raw -702100.425751 + Penalty 4176.221219 = -697924.204531
  nChanged 40
		SP:Iteration 22Q (151706.310000 sec): 3 clusters
  Score: Raw -702126.127410 + Penalty 4176.221219 = -697949.906190
  nChanged 27
		SP:Iteration 23Q (151706.490000 sec): 3 clusters
  Score: Raw -702144.451687 + Penalty 4176.221219 = -697968.230467
  nChanged 31
		SP:Iteration 24Q (151706.670000 sec): 3 clusters
  Score: Raw -702164.679758 + Penalty 4176.221219 = -697988.458539
  nChanged 27
		SP:Iteration 25Q (151706.860000 sec): 3 clusters
  Score: Raw -702182.364795 + Penalty 4176.221219 = -698006.143575
  nChanged 27
		SP:Iteration 26Q (151707.060000 sec): 3 clusters
  Score: Raw -702198.892076 + Penalty 4176.221219 = -698022.670857
  nChanged 26
		SP:Iteration 27Q (151707.250000 sec): 3 clusters
  Score: Raw -702222.207385 + Penalty 4176.221219 = -698045.986165
  nChanged 20
		SP:Iteration 28Q (151707.450000 sec): 3 clusters
  Score: Raw -702234.198241 + Penalty 4176.221219 = -698057.977022
  nChanged 13
		SP:Iteration 29Q (151707.640000 sec): 3 clusters
  Score: Raw -702242.805146 + Penalty 4176.221219 = -698066.583927
  nChanged 16
		SP:Iteration 30Q (151707.780000 sec): 3 clusters
  Score: Raw -702256.258539 + Penalty 4176.221219 = -698080.037319
  nChanged 14
		SP:Iteration 31Q (151708.020000 sec): 3 clusters
  Score: Raw -702267.573913 + Penalty 4176.221219 = -698091.352694
  nChanged 14
		SP:Iteration 32Q (151708.260000 sec): 3 clusters
  Score: Raw -702276.537593 + Penalty 4176.221219 = -698100.316373
  nChanged 13
		SP:Iteration 33Q (151708.420000 sec): 3 clusters
  Score: Raw -702285.672979 + Penalty 4176.221219 = -698109.451760
  nChanged 12
		SP:Iteration 34Q (151708.590000 sec): 3 clusters
  Score: Raw -702295.946794 + Penalty 4176.221219 = -698119.725574
  nChanged 13
		SP:Iteration 35Q (151708.760000 sec): 3 clusters
  Score: Raw -702308.251695 + Penalty 4176.221219 = -698132.030476
  nChanged 15
		SP:Iteration 36Q (151708.900000 sec): 3 clusters
  Score: Raw -702319.522435 + Penalty 4176.221219 = -698143.301215
  nChanged 15
		SP:Iteration 37Q (151709.090000 sec): 3 clusters
  Score: Raw -702330.069210 + Penalty 4176.221219 = -698153.847990
  nChanged 10
		SP:Iteration 38Q (151709.240000 sec): 3 clusters
  Score: Raw -702336.289718 + Penalty 4176.221219 = -698160.068499
  nChanged 8
		SP:Iteration 39Q (151709.420000 sec): 3 clusters
  Score: Raw -702342.508513 + Penalty 4176.221219 = -698166.287294
  nChanged 8
		SP:Iteration 40F (151709.640000 sec): 3 clusters
  Score: Raw -702349.466556 + Penalty 4176.221219 = -698173.245336
  nChanged 7
		SP:Iteration 41Q (151709.820000 sec): 3 clusters
  Score: Raw -702355.735124 + Penalty 4176.221219 = -698179.513905
  nChanged 12
		SP:Iteration 42Q (151710.040000 sec): 3 clusters
  Score: Raw -702361.729772 + Penalty 4176.221219 = -698185.508553
  nChanged 10
		SP:Iteration 43Q (151710.210000 sec): 3 clusters
  Score: Raw -702367.432801 + Penalty 4176.221219 = -698191.211582
  nChanged 5
		SP:Iteration 44Q (151710.400000 sec): 3 clusters
  Score: Raw -702370.093869 + Penalty 4176.221219 = -698193.872650
  nChanged 6
		SP:Iteration 45Q (151710.600000 sec): 3 clusters
  Score: Raw -702374.551759 + Penalty 4176.221219 = -698198.330540
  nChanged 4
		SP:Iteration 46Q (151710.800000 sec): 3 clusters
  Score: Raw -702376.327821 + Penalty 4176.221219 = -698200.106602
  nChanged 3
		SP:Iteration 47Q (151710.940000 sec): 3 clusters
  Score: Raw -702378.729268 + Penalty 4176.221219 = -698202.508049
  nChanged 3
		SP:Iteration 48Q (151711.050000 sec): 3 clusters
  Score: Raw -702380.629671 + Penalty 4176.221219 = -698204.408451
  nChanged 3
		SP:Iteration 49Q (151711.260000 sec): 3 clusters
  Score: Raw -702382.665404 + Penalty 4176.221219 = -698206.444185
  nChanged 5
		SP:Iteration 50Q (151711.410000 sec): 3 clusters
  Score: Raw -702385.197756 + Penalty 4176.221219 = -698208.976536
  nChanged 4
		SP:Iteration 51Q (151711.510000 sec): 3 clusters
  Score: Raw -702388.542893 + Penalty 4176.221219 = -698212.321674
  nChanged 5
		SP:Iteration 52Q (151711.640000 sec): 3 clusters
  Score: Raw -702391.774282 + Penalty 4176.221219 = -698215.553062
  nChanged 4
		SP:Iteration 53Q (151711.850000 sec): 3 clusters
  Score: Raw -702394.398747 + Penalty 4176.221219 = -698218.177527
  nChanged 2
		SP:Iteration 54Q (151711.940000 sec): 3 clusters
  Score: Raw -702395.467907 + Penalty 4176.221219 = -698219.246687
  nChanged 3
		SP:Iteration 55Q (151712.020000 sec): 3 clusters
  Score: Raw -702396.747881 + Penalty 4176.221219 = -698220.526662
  nChanged 2
		SP:Iteration 56Q (151712.230000 sec): 3 clusters
  Score: Raw -702398.461874 + Penalty 4176.221219 = -698222.240655
  nChanged 4
		SP:Iteration 57Q (151712.400000 sec): 3 clusters
  Score: Raw -702400.464797 + Penalty 4176.221219 = -698224.243578
  nChanged 1
		SP:Iteration 58Q (151712.570000 sec): 3 clusters
  Score: Raw -702401.771195 + Penalty 4176.221219 = -698225.549976
  nChanged 2
		SP:Iteration 59Q (151712.710000 sec): 3 clusters
  Score: Raw -702403.691935 + Penalty 4176.221219 = -698227.470716
  nChanged 1
		SP:Iteration 60F (151712.910000 sec): 3 clusters
  Score: Raw -702404.813907 + Penalty 4176.221219 = -698228.592688
  nChanged 2
		SP:Iteration 61Q (151713.090000 sec): 3 clusters
  Score: Raw -702405.555782 + Penalty 4176.221219 = -698229.334563
  nChanged 0
		SP:Iteration 62F (151713.270000 sec): 3 clusters
  Score: Raw -702405.555782 + Penalty 4176.221219 = -698229.334563
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 31 (7073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151713.390000 sec): 2 clusters
  Score: Raw -1082074.499291 + Penalty 2198.281919 = -1079876.217372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151713.500000 sec): 3 clusters
  Score: Raw -1078434.839199 + Penalty 4396.563839 = -1074038.275360
  nChanged 2803
		SP:Iteration 1F (151713.700000 sec): 3 clusters
  Score: Raw -1080036.220874 + Penalty 4396.563839 = -1075639.657035
  nChanged 513
		SP:Iteration 2F (151713.820000 sec): 3 clusters
  Score: Raw -1080350.446174 + Penalty 4396.563839 = -1075953.882335
  nChanged 428
		SP:Iteration 3F (151713.960000 sec): 3 clusters
  Score: Raw -1080647.564576 + Penalty 4396.563839 = -1076251.000738
  nChanged 380
		SP:Iteration 4F (151714.110000 sec): 3 clusters
  Score: Raw -1080888.370688 + Penalty 4396.563839 = -1076491.806850
  nChanged 342
		SP:Iteration 5Q (151714.220000 sec): 3 clusters
  Score: Raw -1081089.392069 + Penalty 4396.563839 = -1076692.828230
  nChanged 320
		SP:Iteration 6Q (151714.390000 sec): 3 clusters
  Score: Raw -1081277.268124 + Penalty 4396.563839 = -1076880.704285
  nChanged 299
		SP:Iteration 7Q (151714.500000 sec): 3 clusters
  Score: Raw -1081490.216065 + Penalty 4396.563839 = -1077093.652227
  nChanged 288
		SP:Iteration 8Q (151714.660000 sec): 3 clusters
  Score: Raw -1081668.191747 + Penalty 4396.563839 = -1077271.627909
  nChanged 244
		SP:Iteration 9Q (151714.770000 sec): 3 clusters
  Score: Raw -1081799.136772 + Penalty 4396.563839 = -1077402.572933
  nChanged 202
		SP:Iteration 10Q (151714.990000 sec): 3 clusters
  Score: Raw -1081895.797938 + Penalty 4396.563839 = -1077499.234099
  nChanged 177
		SP:Iteration 11Q (151715.110000 sec): 3 clusters
  Score: Raw -1081974.253759 + Penalty 4396.563839 = -1077577.689920
  nChanged 120
		SP:Iteration 12Q (151715.240000 sec): 3 clusters
  Score: Raw -1082020.593646 + Penalty 4396.563839 = -1077624.029807
  nChanged 81
		SP:Iteration 13Q (151715.380000 sec): 3 clusters
  Score: Raw -1082047.095051 + Penalty 4396.563839 = -1077650.531213
  nChanged 85
		SP:Iteration 14Q (151715.540000 sec): 3 clusters
  Score: Raw -1082073.965493 + Penalty 4396.563839 = -1077677.401655
  nChanged 65
		SP:Iteration 15Q (151715.690000 sec): 3 clusters
  Score: Raw -1082092.291840 + Penalty 4396.563839 = -1077695.728002
  nChanged 49
		SP:Iteration 16Q (151715.870000 sec): 3 clusters
  Score: Raw -1082111.608995 + Penalty 4396.563839 = -1077715.045156
  nChanged 48
		SP:Iteration 17Q (151716.100000 sec): 3 clusters
  Score: Raw -1082128.510857 + Penalty 4396.563839 = -1077731.947018
  nChanged 47
		SP:Iteration 18Q (151716.260000 sec): 3 clusters
  Score: Raw -1082143.413017 + Penalty 4396.563839 = -1077746.849178
  nChanged 39
		SP:Iteration 19Q (151716.440000 sec): 3 clusters
  Score: Raw -1082155.191942 + Penalty 4396.563839 = -1077758.628104
  nChanged 39
		SP:Iteration 20F (151716.580000 sec): 3 clusters
  Score: Raw -1082166.519460 + Penalty 4396.563839 = -1077769.955621
  nChanged 35
		SP:Iteration 21Q (151716.770000 sec): 3 clusters
  Score: Raw -1082175.775800 + Penalty 4396.563839 = -1077779.211962
  nChanged 27
		SP:Iteration 22Q (151717.000000 sec): 3 clusters
  Score: Raw -1082182.159949 + Penalty 4396.563839 = -1077785.596110
  nChanged 34
		SP:Iteration 23Q (151717.240000 sec): 3 clusters
  Score: Raw -1082190.902689 + Penalty 4396.563839 = -1077794.338850
  nChanged 25
		SP:Iteration 24Q (151717.390000 sec): 3 clusters
  Score: Raw -1082196.717861 + Penalty 4396.563839 = -1077800.154023
  nChanged 16
		SP:Iteration 25Q (151717.570000 sec): 3 clusters
  Score: Raw -1082201.202373 + Penalty 4396.563839 = -1077804.638535
  nChanged 22
		SP:Iteration 26Q (151717.760000 sec): 3 clusters
  Score: Raw -1082208.035771 + Penalty 4396.563839 = -1077811.471932
  nChanged 23
		SP:Iteration 27Q (151717.950000 sec): 3 clusters
  Score: Raw -1082213.722478 + Penalty 4396.563839 = -1077817.158640
  nChanged 21
		SP:Iteration 28Q (151718.240000 sec): 3 clusters
  Score: Raw -1082220.898232 + Penalty 4396.563839 = -1077824.334393
  nChanged 20
		SP:Iteration 29Q (151718.450000 sec): 3 clusters
  Score: Raw -1082227.169783 + Penalty 4396.563839 = -1077830.605945
  nChanged 21
		SP:Iteration 30Q (151718.650000 sec): 3 clusters
  Score: Raw -1082233.254625 + Penalty 4396.563839 = -1077836.690787
  nChanged 20
		SP:Iteration 31Q (151718.900000 sec): 3 clusters
  Score: Raw -1082237.314733 + Penalty 4396.563839 = -1077840.750894
  nChanged 15
		SP:Iteration 32Q (151719.100000 sec): 3 clusters
  Score: Raw -1082240.983606 + Penalty 4396.563839 = -1077844.419767
  nChanged 16
		SP:Iteration 33Q (151719.320000 sec): 3 clusters
  Score: Raw -1082244.847030 + Penalty 4396.563839 = -1077848.283192
  nChanged 22
		SP:Iteration 34Q (151719.480000 sec): 3 clusters
  Score: Raw -1082251.452250 + Penalty 4396.563839 = -1077854.888411
  nChanged 26
		SP:Iteration 35Q (151719.700000 sec): 3 clusters
  Score: Raw -1082260.427912 + Penalty 4396.563839 = -1077863.864074
  nChanged 25
		SP:Iteration 36Q (151719.920000 sec): 3 clusters
  Score: Raw -1082266.143007 + Penalty 4396.563839 = -1077869.579168
  nChanged 17
		SP:Iteration 37Q (151720.110000 sec): 3 clusters
  Score: Raw -1082269.870074 + Penalty 4396.563839 = -1077873.306235
  nChanged 15
		SP:Iteration 38Q (151720.350000 sec): 3 clusters
  Score: Raw -1082273.960702 + Penalty 4396.563839 = -1077877.396864
  nChanged 15
		SP:Iteration 39Q (151720.510000 sec): 3 clusters
  Score: Raw -1082278.400979 + Penalty 4396.563839 = -1077881.837141
  nChanged 12
		SP:Iteration 40F (151720.720000 sec): 3 clusters
  Score: Raw -1082281.584166 + Penalty 4396.563839 = -1077885.020327
  nChanged 7
		SP:Iteration 41Q (151720.930000 sec): 3 clusters
  Score: Raw -1082283.728322 + Penalty 4396.563839 = -1077887.164483
  nChanged 12
		SP:Iteration 42Q (151721.150000 sec): 3 clusters
  Score: Raw -1082287.278327 + Penalty 4396.563839 = -1077890.714489
  nChanged 11
		SP:Iteration 43Q (151721.360000 sec): 3 clusters
  Score: Raw -1082290.090218 + Penalty 4396.563839 = -1077893.526380
  nChanged 10
		SP:Iteration 44Q (151721.600000 sec): 3 clusters
  Score: Raw -1082293.556782 + Penalty 4396.563839 = -1077896.992943
  nChanged 17
		SP:Iteration 45Q (151721.840000 sec): 3 clusters
  Score: Raw -1082298.580389 + Penalty 4396.563839 = -1077902.016551
  nChanged 14
		SP:Iteration 46Q (151722.030000 sec): 3 clusters
  Score: Raw -1082302.252321 + Penalty 4396.563839 = -1077905.688483
  nChanged 16
		SP:Iteration 47Q (151722.240000 sec): 3 clusters
  Score: Raw -1082307.464808 + Penalty 4396.563839 = -1077910.900969
  nChanged 17
		SP:Iteration 48Q (151722.440000 sec): 3 clusters
  Score: Raw -1082312.226593 + Penalty 4396.563839 = -1077915.662754
  nChanged 13
		SP:Iteration 49Q (151722.660000 sec): 3 clusters
  Score: Raw -1082315.340282 + Penalty 4396.563839 = -1077918.776443
  nChanged 18
		SP:Iteration 50Q (151722.850000 sec): 3 clusters
  Score: Raw -1082320.848209 + Penalty 4396.563839 = -1077924.284370
  nChanged 23
		SP:Iteration 51Q (151723.040000 sec): 3 clusters
  Score: Raw -1082327.451251 + Penalty 4396.563839 = -1077930.887412
  nChanged 24
		SP:Iteration 52Q (151723.310000 sec): 3 clusters
  Score: Raw -1082335.757843 + Penalty 4396.563839 = -1077939.194004
  nChanged 29
		SP:Iteration 53Q (151723.450000 sec): 3 clusters
  Score: Raw -1082344.952527 + Penalty 4396.563839 = -1077948.388689
  nChanged 31
		SP:Iteration 54Q (151723.720000 sec): 3 clusters
  Score: Raw -1082355.824196 + Penalty 4396.563839 = -1077959.260358
  nChanged 34
		SP:Iteration 55Q (151723.890000 sec): 3 clusters
  Score: Raw -1082365.984728 + Penalty 4396.563839 = -1077969.420889
  nChanged 38
		SP:Iteration 56Q (151724.170000 sec): 3 clusters
  Score: Raw -1082377.071434 + Penalty 4396.563839 = -1077980.507595
  nChanged 28
		SP:Iteration 57Q (151724.330000 sec): 3 clusters
  Score: Raw -1082386.283014 + Penalty 4396.563839 = -1077989.719175
  nChanged 27
		SP:Iteration 58Q (151724.590000 sec): 3 clusters
  Score: Raw -1082396.681133 + Penalty 4396.563839 = -1078000.117295
  nChanged 29
		SP:Iteration 59Q (151724.790000 sec): 3 clusters
  Score: Raw -1082407.341522 + Penalty 4396.563839 = -1078010.777684
  nChanged 39
		SP:Iteration 60F (151724.990000 sec): 3 clusters
  Score: Raw -1082420.492317 + Penalty 4396.563839 = -1078023.928479
  nChanged 36
		SP:Iteration 61Q (151725.140000 sec): 3 clusters
  Score: Raw -1082433.575872 + Penalty 4396.563839 = -1078037.012034
  nChanged 28
		SP:Iteration 62Q (151725.350000 sec): 3 clusters
  Score: Raw -1082443.976232 + Penalty 4396.563839 = -1078047.412394
  nChanged 25
		SP:Iteration 63Q (151725.530000 sec): 3 clusters
  Score: Raw -1082452.094412 + Penalty 4396.563839 = -1078055.530574
  nChanged 24
		SP:Iteration 64Q (151725.760000 sec): 3 clusters
  Score: Raw -1082458.374977 + Penalty 4396.563839 = -1078061.811139
  nChanged 17
		SP:Iteration 65Q (151725.970000 sec): 3 clusters
  Score: Raw -1082463.671395 + Penalty 4396.563839 = -1078067.107557
  nChanged 13
		SP:Iteration 66Q (151726.180000 sec): 3 clusters
  Score: Raw -1082466.996492 + Penalty 4396.563839 = -1078070.432653
  nChanged 11
		SP:Iteration 67Q (151726.370000 sec): 3 clusters
  Score: Raw -1082470.773524 + Penalty 4396.563839 = -1078074.209685
  nChanged 14
		SP:Iteration 68Q (151726.580000 sec): 3 clusters
  Score: Raw -1082477.334576 + Penalty 4396.563839 = -1078080.770737
  nChanged 21
		SP:Iteration 69Q (151726.780000 sec): 3 clusters
  Score: Raw -1082484.689371 + Penalty 4396.563839 = -1078088.125533
  nChanged 13
		SP:Iteration 70Q (151726.970000 sec): 3 clusters
  Score: Raw -1082489.351120 + Penalty 4396.563839 = -1078092.787282
  nChanged 17
		SP:Iteration 71Q (151727.160000 sec): 3 clusters
  Score: Raw -1082498.242288 + Penalty 4396.563839 = -1078101.678450
  nChanged 16
		SP:Iteration 72Q (151727.380000 sec): 3 clusters
  Score: Raw -1082505.418121 + Penalty 4396.563839 = -1078108.854282
  nChanged 10
		SP:Iteration 73Q (151727.610000 sec): 3 clusters
  Score: Raw -1082510.600108 + Penalty 4396.563839 = -1078114.036269
  nChanged 17
		SP:Iteration 74Q (151727.770000 sec): 3 clusters
  Score: Raw -1082517.793117 + Penalty 4396.563839 = -1078121.229279
  nChanged 14
		SP:Iteration 75Q (151727.970000 sec): 3 clusters
  Score: Raw -1082522.098428 + Penalty 4396.563839 = -1078125.534589
  nChanged 8
		SP:Iteration 76Q (151728.150000 sec): 3 clusters
  Score: Raw -1082524.671873 + Penalty 4396.563839 = -1078128.108034
  nChanged 6
		SP:Iteration 77Q (151728.360000 sec): 3 clusters
  Score: Raw -1082526.436908 + Penalty 4396.563839 = -1078129.873070
  nChanged 5
		SP:Iteration 78Q (151728.560000 sec): 3 clusters
  Score: Raw -1082528.099762 + Penalty 4396.563839 = -1078131.535923
  nChanged 2
		SP:Iteration 79Q (151728.740000 sec): 3 clusters
  Score: Raw -1082528.576707 + Penalty 4396.563839 = -1078132.012869
  nChanged 6
		SP:Iteration 80F (151728.910000 sec): 3 clusters
  Score: Raw -1082530.596605 + Penalty 4396.563839 = -1078134.032767
  nChanged 4
		SP:Iteration 81Q (151729.160000 sec): 3 clusters
  Score: Raw -1082531.520029 + Penalty 4396.563839 = -1078134.956190
  nChanged 2
		SP:Iteration 82Q (151729.380000 sec): 3 clusters
  Score: Raw -1082532.333854 + Penalty 4396.563839 = -1078135.770015
  nChanged 2
		SP:Iteration 83Q (151729.610000 sec): 3 clusters
  Score: Raw -1082533.061157 + Penalty 4396.563839 = -1078136.497318
  nChanged 2
		SP:Iteration 84Q (151729.750000 sec): 3 clusters
  Score: Raw -1082533.545095 + Penalty 4396.563839 = -1078136.981256
  nChanged 2
		SP:Iteration 85Q (151729.920000 sec): 3 clusters
  Score: Raw -1082534.037027 + Penalty 4396.563839 = -1078137.473189
  nChanged 1
		SP:Iteration 86Q (151730.200000 sec): 3 clusters
  Score: Raw -1082534.293507 + Penalty 4396.563839 = -1078137.729668
  nChanged 1
		SP:Iteration 87Q (151730.440000 sec): 3 clusters
  Score: Raw -1082534.523507 + Penalty 4396.563839 = -1078137.959668
  nChanged 0
		SP:Iteration 88F (151730.680000 sec): 3 clusters
  Score: Raw -1082534.523507 + Penalty 4396.563839 = -1078137.959668
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 32 (3453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151730.780000 sec): 2 clusters
  Score: Raw -542687.086912 + Penalty 2020.455677 = -540666.631235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151731.020000 sec): 3 clusters
  Score: Raw -541188.864493 + Penalty 4040.911354 = -537147.953139
  nChanged 1211
		SP:Iteration 1F (151731.300000 sec): 3 clusters
  Score: Raw -541939.296768 + Penalty 4040.911354 = -537898.385414
  nChanged 253
		SP:Iteration 2F (151731.490000 sec): 3 clusters
  Score: Raw -542103.945739 + Penalty 4040.911354 = -538063.034385
  nChanged 169
		SP:Iteration 3Q (151731.680000 sec): 3 clusters
  Score: Raw -542203.727174 + Penalty 4040.911354 = -538162.815820
  nChanged 111
		SP:Iteration 4Q (151731.890000 sec): 3 clusters
  Score: Raw -542267.151038 + Penalty 4040.911354 = -538226.239684
  nChanged 82
		SP:Iteration 5Q (151732.060000 sec): 3 clusters
  Score: Raw -542316.052419 + Penalty 4040.911354 = -538275.141065
  nChanged 86
		SP:Iteration 6Q (151732.240000 sec): 3 clusters
  Score: Raw -542366.439675 + Penalty 4040.911354 = -538325.528321
  nChanged 91
		SP:Iteration 7Q (151732.420000 sec): 3 clusters
  Score: Raw -542431.663593 + Penalty 4040.911354 = -538390.752239
  nChanged 98
		SP:Iteration 8Q (151732.540000 sec): 3 clusters
  Score: Raw -542501.091325 + Penalty 4040.911354 = -538460.179971
  nChanged 99
		SP:Iteration 9Q (151732.680000 sec): 3 clusters
  Score: Raw -542576.615561 + Penalty 4040.911354 = -538535.704207
  nChanged 96
		SP:Iteration 10Q (151732.880000 sec): 3 clusters
  Score: Raw -542655.016095 + Penalty 4040.911354 = -538614.104741
  nChanged 87
		SP:Iteration 11Q (151733.000000 sec): 3 clusters
  Score: Raw -542718.967470 + Penalty 4040.911354 = -538678.056116
  nChanged 60
		SP:Iteration 12Q (151733.140000 sec): 3 clusters
  Score: Raw -542760.320961 + Penalty 4040.911354 = -538719.409607
  nChanged 53
		SP:Iteration 13Q (151733.280000 sec): 3 clusters
  Score: Raw -542798.267345 + Penalty 4040.911354 = -538757.355991
  nChanged 39
		SP:Iteration 14Q (151733.420000 sec): 3 clusters
  Score: Raw -542825.497020 + Penalty 4040.911354 = -538784.585666
  nChanged 40
		SP:Iteration 15Q (151733.570000 sec): 3 clusters
  Score: Raw -542850.784765 + Penalty 4040.911354 = -538809.873411
  nChanged 34
		SP:Iteration 16Q (151733.720000 sec): 3 clusters
  Score: Raw -542873.583579 + Penalty 4040.911354 = -538832.672225
  nChanged 33
		SP:Iteration 17Q (151733.860000 sec): 3 clusters
  Score: Raw -542895.453096 + Penalty 4040.911354 = -538854.541742
  nChanged 29
		SP:Iteration 18Q (151734.010000 sec): 3 clusters
  Score: Raw -542914.034766 + Penalty 4040.911354 = -538873.123412
  nChanged 20
		SP:Iteration 19Q (151734.150000 sec): 3 clusters
  Score: Raw -542927.166616 + Penalty 4040.911354 = -538886.255263
  nChanged 17
		SP:Iteration 20F (151734.290000 sec): 3 clusters
  Score: Raw -542941.097526 + Penalty 4040.911354 = -538900.186172
  nChanged 23
		SP:Iteration 21Q (151734.450000 sec): 3 clusters
  Score: Raw -542958.996813 + Penalty 4040.911354 = -538918.085459
  nChanged 19
		SP:Iteration 22Q (151734.640000 sec): 3 clusters
  Score: Raw -542972.011406 + Penalty 4040.911354 = -538931.100052
  nChanged 13
		SP:Iteration 23Q (151734.830000 sec): 3 clusters
  Score: Raw -542983.913091 + Penalty 4040.911354 = -538943.001737
  nChanged 14
		SP:Iteration 24Q (151735.040000 sec): 3 clusters
  Score: Raw -542992.541034 + Penalty 4040.911354 = -538951.629680
  nChanged 12
		SP:Iteration 25Q (151735.230000 sec): 3 clusters
  Score: Raw -543001.613644 + Penalty 4040.911354 = -538960.702290
  nChanged 8
		SP:Iteration 26Q (151735.430000 sec): 3 clusters
  Score: Raw -543009.772007 + Penalty 4040.911354 = -538968.860653
  nChanged 9
		SP:Iteration 27Q (151735.620000 sec): 3 clusters
  Score: Raw -543017.124312 + Penalty 4040.911354 = -538976.212959
  nChanged 9
		SP:Iteration 28Q (151735.800000 sec): 3 clusters
  Score: Raw -543024.117192 + Penalty 4040.911354 = -538983.205838
  nChanged 7
		SP:Iteration 29Q (151735.960000 sec): 3 clusters
  Score: Raw -543029.170316 + Penalty 4040.911354 = -538988.258962
  nChanged 4
		SP:Iteration 30Q (151736.130000 sec): 3 clusters
  Score: Raw -543030.845837 + Penalty 4040.911354 = -538989.934483
  nChanged 3
		SP:Iteration 31Q (151736.360000 sec): 3 clusters
  Score: Raw -543032.198612 + Penalty 4040.911354 = -538991.287258
  nChanged 2
		SP:Iteration 32Q (151736.570000 sec): 3 clusters
  Score: Raw -543033.720794 + Penalty 4040.911354 = -538992.809440
  nChanged 4
		SP:Iteration 33Q (151736.730000 sec): 3 clusters
  Score: Raw -543035.746116 + Penalty 4040.911354 = -538994.834762
  nChanged 3
		SP:Iteration 34Q (151736.890000 sec): 3 clusters
  Score: Raw -543036.586190 + Penalty 4040.911354 = -538995.674836
  nChanged 0
		SP:Iteration 35F (151737.040000 sec): 3 clusters
  Score: Raw -543036.586190 + Penalty 4040.911354 = -538995.674836
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 33 (10225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151737.190000 sec): 2 clusters
  Score: Raw -1603103.594282 + Penalty 2289.682563 = -1600813.911719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151737.450000 sec): 3 clusters
  Score: Raw -1597603.166062 + Penalty 4579.365127 = -1593023.800935
  nChanged 4264
		SP:Iteration 1F (151737.680000 sec): 3 clusters
  Score: Raw -1599960.360008 + Penalty 4579.365127 = -1595380.994881
  nChanged 734
		SP:Iteration 2F (151737.940000 sec): 3 clusters
  Score: Raw -1600361.648215 + Penalty 4579.365127 = -1595782.283089
  nChanged 581
		SP:Iteration 3F (151738.150000 sec): 3 clusters
  Score: Raw -1600652.028671 + Penalty 4579.365127 = -1596072.663544
  nChanged 481
		SP:Iteration 4Q (151738.400000 sec): 3 clusters
  Score: Raw -1600881.210140 + Penalty 4579.365127 = -1596301.845013
  nChanged 424
		SP:Iteration 5Q (151738.580000 sec): 3 clusters
  Score: Raw -1601081.333834 + Penalty 4579.365127 = -1596501.968708
  nChanged 409
		SP:Iteration 6Q (151738.780000 sec): 3 clusters
  Score: Raw -1601258.496668 + Penalty 4579.365127 = -1596679.131542
  nChanged 351
		SP:Iteration 7Q (151739.010000 sec): 3 clusters
  Score: Raw -1601416.347925 + Penalty 4579.365127 = -1596836.982799
  nChanged 323
		SP:Iteration 8Q (151739.240000 sec): 3 clusters
  Score: Raw -1601550.927334 + Penalty 4579.365127 = -1596971.562208
  nChanged 274
		SP:Iteration 9Q (151739.510000 sec): 3 clusters
  Score: Raw -1601680.590289 + Penalty 4579.365127 = -1597101.225162
  nChanged 270
		SP:Iteration 10Q (151739.740000 sec): 3 clusters
  Score: Raw -1601815.062742 + Penalty 4579.365127 = -1597235.697615
  nChanged 288
		SP:Iteration 11Q (151740.000000 sec): 3 clusters
  Score: Raw -1601962.045496 + Penalty 4579.365127 = -1597382.680369
  nChanged 281
		SP:Iteration 12Q (151740.260000 sec): 3 clusters
  Score: Raw -1602116.933764 + Penalty 4579.365127 = -1597537.568638
  nChanged 279
		SP:Iteration 13Q (151740.490000 sec): 3 clusters
  Score: Raw -1602280.558103 + Penalty 4579.365127 = -1597701.192977
  nChanged 292
		SP:Iteration 14Q (151740.720000 sec): 3 clusters
  Score: Raw -1602466.145718 + Penalty 4579.365127 = -1597886.780591
  nChanged 272
		SP:Iteration 15Q (151740.970000 sec): 3 clusters
  Score: Raw -1602653.335637 + Penalty 4579.365127 = -1598073.970511
  nChanged 235
		SP:Iteration 16Q (151741.260000 sec): 3 clusters
  Score: Raw -1602802.702631 + Penalty 4579.365127 = -1598223.337505
  nChanged 179
		SP:Iteration 17Q (151741.530000 sec): 3 clusters
  Score: Raw -1602899.423232 + Penalty 4579.365127 = -1598320.058106
  nChanged 159
		SP:Iteration 18Q (151741.840000 sec): 3 clusters
  Score: Raw -1602979.186749 + Penalty 4579.365127 = -1598399.821622
  nChanged 138
		SP:Iteration 19Q (151742.140000 sec): 3 clusters
  Score: Raw -1603045.127758 + Penalty 4579.365127 = -1598465.762632
  nChanged 126
		SP:Iteration 20F (151742.370000 sec): 3 clusters
  Score: Raw -1603103.956240 + Penalty 4579.365127 = -1598524.591114
  nChanged 96
		SP:Iteration 21Q (151742.620000 sec): 3 clusters
  Score: Raw -1603142.049815 + Penalty 4579.365127 = -1598562.684689
  nChanged 75
		SP:Iteration 22Q (151742.900000 sec): 3 clusters
  Score: Raw -1603171.104426 + Penalty 4579.365127 = -1598591.739300
  nChanged 68
		SP:Iteration 23Q (151743.170000 sec): 3 clusters
  Score: Raw -1603199.513844 + Penalty 4579.365127 = -1598620.148717
  nChanged 59
		SP:Iteration 24Q (151743.410000 sec): 3 clusters
  Score: Raw -1603221.961237 + Penalty 4579.365127 = -1598642.596111
  nChanged 49
		SP:Iteration 25Q (151743.770000 sec): 3 clusters
  Score: Raw -1603239.587931 + Penalty 4579.365127 = -1598660.222805
  nChanged 46
		SP:Iteration 26Q (151744.040000 sec): 3 clusters
  Score: Raw -1603257.118571 + Penalty 4579.365127 = -1598677.753444
  nChanged 54
		SP:Iteration 27Q (151744.270000 sec): 3 clusters
  Score: Raw -1603278.799343 + Penalty 4579.365127 = -1598699.434217
  nChanged 59
		SP:Iteration 28Q (151744.460000 sec): 3 clusters
  Score: Raw -1603299.748706 + Penalty 4579.365127 = -1598720.383579
  nChanged 47
		SP:Iteration 29Q (151744.690000 sec): 3 clusters
  Score: Raw -1603317.496241 + Penalty 4579.365127 = -1598738.131114
  nChanged 43
		SP:Iteration 30Q (151744.910000 sec): 3 clusters
  Score: Raw -1603338.154691 + Penalty 4579.365127 = -1598758.789564
  nChanged 46
		SP:Iteration 31Q (151745.110000 sec): 3 clusters
  Score: Raw -1603353.870804 + Penalty 4579.365127 = -1598774.505677
  nChanged 40
		SP:Iteration 32Q (151745.390000 sec): 3 clusters
  Score: Raw -1603367.542939 + Penalty 4579.365127 = -1598788.177813
  nChanged 32
		SP:Iteration 33Q (151745.640000 sec): 3 clusters
  Score: Raw -1603379.451147 + Penalty 4579.365127 = -1598800.086021
  nChanged 33
		SP:Iteration 34Q (151745.950000 sec): 3 clusters
  Score: Raw -1603390.396986 + Penalty 4579.365127 = -1598811.031860
  nChanged 24
		SP:Iteration 35Q (151746.180000 sec): 3 clusters
  Score: Raw -1603399.197506 + Penalty 4579.365127 = -1598819.832379
  nChanged 16
		SP:Iteration 36Q (151746.470000 sec): 3 clusters
  Score: Raw -1603404.280793 + Penalty 4579.365127 = -1598824.915666
  nChanged 13
		SP:Iteration 37Q (151746.630000 sec): 3 clusters
  Score: Raw -1603408.083204 + Penalty 4579.365127 = -1598828.718077
  nChanged 13
		SP:Iteration 38Q (151746.930000 sec): 3 clusters
  Score: Raw -1603411.788929 + Penalty 4579.365127 = -1598832.423803
  nChanged 15
		SP:Iteration 39Q (151747.170000 sec): 3 clusters
  Score: Raw -1603415.831442 + Penalty 4579.365127 = -1598836.466315
  nChanged 8
		SP:Iteration 40F (151747.390000 sec): 3 clusters
  Score: Raw -1603418.392023 + Penalty 4579.365127 = -1598839.026896
  nChanged 10
		SP:Iteration 41Q (151747.640000 sec): 3 clusters
  Score: Raw -1603421.245061 + Penalty 4579.365127 = -1598841.879935
  nChanged 13
		SP:Iteration 42Q (151747.900000 sec): 3 clusters
  Score: Raw -1603425.298922 + Penalty 4579.365127 = -1598845.933796
  nChanged 12
		SP:Iteration 43Q (151748.160000 sec): 3 clusters
  Score: Raw -1603428.623840 + Penalty 4579.365127 = -1598849.258713
  nChanged 12
		SP:Iteration 44Q (151748.430000 sec): 3 clusters
  Score: Raw -1603431.783251 + Penalty 4579.365127 = -1598852.418124
  nChanged 7
		SP:Iteration 45Q (151748.670000 sec): 3 clusters
  Score: Raw -1603433.130128 + Penalty 4579.365127 = -1598853.765001
  nChanged 1
		SP:Iteration 46Q (151748.900000 sec): 3 clusters
  Score: Raw -1603433.401865 + Penalty 4579.365127 = -1598854.036739
  nChanged 0
		SP:Iteration 47F (151749.090000 sec): 3 clusters
  Score: Raw -1603433.401865 + Penalty 4579.365127 = -1598854.036739
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 34 (7361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151749.240000 sec): 2 clusters
  Score: Raw -1143100.745554 + Penalty 2208.179866 = -1140892.565688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151749.490000 sec): 3 clusters
  Score: Raw -1139342.157886 + Penalty 4416.359732 = -1134925.798154
  nChanged 2949
		SP:Iteration 1F (151749.670000 sec): 3 clusters
  Score: Raw -1140986.189744 + Penalty 4416.359732 = -1136569.830012
  nChanged 515
		SP:Iteration 2F (151749.850000 sec): 3 clusters
  Score: Raw -1141323.380418 + Penalty 4416.359732 = -1136907.020686
  nChanged 493
		SP:Iteration 3F (151750.070000 sec): 3 clusters
  Score: Raw -1141702.704711 + Penalty 4416.359732 = -1137286.344979
  nChanged 456
		SP:Iteration 4F (151750.270000 sec): 3 clusters
  Score: Raw -1142082.503990 + Penalty 4416.359732 = -1137666.144258
  nChanged 470
		SP:Iteration 5F (151750.470000 sec): 3 clusters
  Score: Raw -1142507.089265 + Penalty 4416.359732 = -1138090.729533
  nChanged 463
		SP:Iteration 6F (151750.670000 sec): 3 clusters
  Score: Raw -1142901.280823 + Penalty 4416.359732 = -1138484.921091
  nChanged 376
		SP:Iteration 7F (151750.830000 sec): 3 clusters
  Score: Raw -1143176.366041 + Penalty 4416.359732 = -1138760.006309
  nChanged 250
		SP:Iteration 8Q (151751.000000 sec): 3 clusters
  Score: Raw -1143336.101194 + Penalty 4416.359732 = -1138919.741462
  nChanged 186
		SP:Iteration 9Q (151751.190000 sec): 3 clusters
  Score: Raw -1143427.451284 + Penalty 4416.359732 = -1139011.091553
  nChanged 115
		SP:Iteration 10Q (151751.400000 sec): 3 clusters
  Score: Raw -1143472.710989 + Penalty 4416.359732 = -1139056.351257
  nChanged 71
		SP:Iteration 11Q (151751.610000 sec): 3 clusters
  Score: Raw -1143499.484738 + Penalty 4416.359732 = -1139083.125006
  nChanged 66
		SP:Iteration 12Q (151751.830000 sec): 3 clusters
  Score: Raw -1143524.121935 + Penalty 4416.359732 = -1139107.762203
  nChanged 60
		SP:Iteration 13Q (151752.040000 sec): 3 clusters
  Score: Raw -1143544.078445 + Penalty 4416.359732 = -1139127.718714
  nChanged 47
		SP:Iteration 14Q (151752.240000 sec): 3 clusters
  Score: Raw -1143563.159741 + Penalty 4416.359732 = -1139146.800010
  nChanged 46
		SP:Iteration 15Q (151752.470000 sec): 3 clusters
  Score: Raw -1143576.355356 + Penalty 4416.359732 = -1139159.995624
  nChanged 33
		SP:Iteration 16Q (151752.720000 sec): 3 clusters
  Score: Raw -1143584.982852 + Penalty 4416.359732 = -1139168.623120
  nChanged 24
		SP:Iteration 17Q (151752.940000 sec): 3 clusters
  Score: Raw -1143591.505444 + Penalty 4416.359732 = -1139175.145712
  nChanged 17
		SP:Iteration 18Q (151753.130000 sec): 3 clusters
  Score: Raw -1143595.808688 + Penalty 4416.359732 = -1139179.448956
  nChanged 20
		SP:Iteration 19Q (151753.350000 sec): 3 clusters
  Score: Raw -1143600.777611 + Penalty 4416.359732 = -1139184.417879
  nChanged 23
		SP:Iteration 20F (151753.590000 sec): 3 clusters
  Score: Raw -1143606.441747 + Penalty 4416.359732 = -1139190.082015
  nChanged 23
		SP:Iteration 21Q (151753.790000 sec): 3 clusters
  Score: Raw -1143611.450086 + Penalty 4416.359732 = -1139195.090354
  nChanged 17
		SP:Iteration 22Q (151754.020000 sec): 3 clusters
  Score: Raw -1143614.926336 + Penalty 4416.359732 = -1139198.566604
  nChanged 13
		SP:Iteration 23Q (151754.240000 sec): 3 clusters
  Score: Raw -1143617.258974 + Penalty 4416.359732 = -1139200.899242
  nChanged 14
		SP:Iteration 24Q (151754.430000 sec): 3 clusters
  Score: Raw -1143620.004903 + Penalty 4416.359732 = -1139203.645171
  nChanged 11
		SP:Iteration 25Q (151754.690000 sec): 3 clusters
  Score: Raw -1143622.262482 + Penalty 4416.359732 = -1139205.902750
  nChanged 13
		SP:Iteration 26Q (151754.890000 sec): 3 clusters
  Score: Raw -1143624.842995 + Penalty 4416.359732 = -1139208.483263
  nChanged 13
		SP:Iteration 27Q (151755.190000 sec): 3 clusters
  Score: Raw -1143627.614678 + Penalty 4416.359732 = -1139211.254946
  nChanged 10
		SP:Iteration 28Q (151755.440000 sec): 3 clusters
  Score: Raw -1143630.899649 + Penalty 4416.359732 = -1139214.539917
  nChanged 12
		SP:Iteration 29Q (151755.650000 sec): 3 clusters
  Score: Raw -1143634.093792 + Penalty 4416.359732 = -1139217.734060
  nChanged 8
		SP:Iteration 30Q (151755.830000 sec): 3 clusters
  Score: Raw -1143636.060446 + Penalty 4416.359732 = -1139219.700714
  nChanged 7
		SP:Iteration 31Q (151756.040000 sec): 3 clusters
  Score: Raw -1143637.989716 + Penalty 4416.359732 = -1139221.629984
  nChanged 8
		SP:Iteration 32Q (151756.260000 sec): 3 clusters
  Score: Raw -1143639.561962 + Penalty 4416.359732 = -1139223.202231
  nChanged 7
		SP:Iteration 33Q (151756.520000 sec): 3 clusters
  Score: Raw -1143641.060722 + Penalty 4416.359732 = -1139224.700990
  nChanged 6
		SP:Iteration 34Q (151756.720000 sec): 3 clusters
  Score: Raw -1143642.257031 + Penalty 4416.359732 = -1139225.897299
  nChanged 4
		SP:Iteration 35Q (151756.950000 sec): 3 clusters
  Score: Raw -1143643.374242 + Penalty 4416.359732 = -1139227.014511
  nChanged 6
		SP:Iteration 36Q (151757.170000 sec): 3 clusters
  Score: Raw -1143644.406428 + Penalty 4416.359732 = -1139228.046697
  nChanged 3
		SP:Iteration 37Q (151757.490000 sec): 3 clusters
  Score: Raw -1143644.731307 + Penalty 4416.359732 = -1139228.371576
  nChanged 3
		SP:Iteration 38Q (151757.700000 sec): 3 clusters
  Score: Raw -1143645.212590 + Penalty 4416.359732 = -1139228.852859
  nChanged 4
		SP:Iteration 39Q (151757.890000 sec): 3 clusters
  Score: Raw -1143645.831494 + Penalty 4416.359732 = -1139229.471762
  nChanged 6
		SP:Iteration 40F (151758.140000 sec): 3 clusters
  Score: Raw -1143646.984940 + Penalty 4416.359732 = -1139230.625209
  nChanged 6
		SP:Iteration 41Q (151758.380000 sec): 3 clusters
  Score: Raw -1143648.044898 + Penalty 4416.359732 = -1139231.685166
  nChanged 4
		SP:Iteration 42Q (151758.630000 sec): 3 clusters
  Score: Raw -1143648.543829 + Penalty 4416.359732 = -1139232.184097
  nChanged 2
		SP:Iteration 43Q (151758.810000 sec): 3 clusters
  Score: Raw -1143648.747849 + Penalty 4416.359732 = -1139232.388117
  nChanged 1
		SP:Iteration 44Q (151758.980000 sec): 3 clusters
  Score: Raw -1143648.885576 + Penalty 4416.359732 = -1139232.525844
  nChanged 4
		SP:Iteration 45Q (151759.230000 sec): 3 clusters
  Score: Raw -1143650.037086 + Penalty 4416.359732 = -1139233.677355
  nChanged 2
		SP:Iteration 46Q (151759.480000 sec): 3 clusters
  Score: Raw -1143650.518348 + Penalty 4416.359732 = -1139234.158617
  nChanged 1
		SP:Iteration 47Q (151759.690000 sec): 3 clusters
  Score: Raw -1143650.740415 + Penalty 4416.359732 = -1139234.380683
  nChanged 1
		SP:Iteration 48Q (151759.950000 sec): 3 clusters
  Score: Raw -1143650.944330 + Penalty 4416.359732 = -1139234.584598
  nChanged 1
		SP:Iteration 49Q (151760.230000 sec): 3 clusters
  Score: Raw -1143651.186765 + Penalty 4416.359732 = -1139234.827034
  nChanged 1
		SP:Iteration 50Q (151760.460000 sec): 3 clusters
  Score: Raw -1143651.390252 + Penalty 4416.359732 = -1139235.030520
  nChanged 1
		SP:Iteration 51Q (151760.680000 sec): 3 clusters
  Score: Raw -1143651.512618 + Penalty 4416.359732 = -1139235.152886
  nChanged 1
		SP:Iteration 52Q (151760.880000 sec): 3 clusters
  Score: Raw -1143651.584088 + Penalty 4416.359732 = -1139235.224356
  nChanged 0
		SP:Iteration 53F (151761.120000 sec): 3 clusters
  Score: Raw -1143651.584088 + Penalty 4416.359732 = -1139235.224356
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 35 (7675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151761.270000 sec): 2 clusters
  Score: Raw -1165092.085961 + Penalty 2218.539446 = -1162873.546515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151761.480000 sec): 3 clusters
  Score: Raw -1161145.057961 + Penalty 4437.078892 = -1156707.979069
  nChanged 3077
		SP:Iteration 1F (151761.720000 sec): 3 clusters
  Score: Raw -1162970.364345 + Penalty 4437.078892 = -1158533.285453
  nChanged 586
		SP:Iteration 2F (151761.980000 sec): 3 clusters
  Score: Raw -1163341.221235 + Penalty 4437.078892 = -1158904.142343
  nChanged 453
		SP:Iteration 3F (151762.260000 sec): 3 clusters
  Score: Raw -1163607.489477 + Penalty 4437.078892 = -1159170.410585
  nChanged 380
		SP:Iteration 4Q (151762.500000 sec): 3 clusters
  Score: Raw -1163820.085467 + Penalty 4437.078892 = -1159383.006576
  nChanged 339
		SP:Iteration 5Q (151762.750000 sec): 3 clusters
  Score: Raw -1164019.651327 + Penalty 4437.078892 = -1159582.572435
  nChanged 317
		SP:Iteration 6Q (151763.030000 sec): 3 clusters
  Score: Raw -1164215.717433 + Penalty 4437.078892 = -1159778.638541
  nChanged 312
		SP:Iteration 7Q (151763.240000 sec): 3 clusters
  Score: Raw -1164412.364850 + Penalty 4437.078892 = -1159975.285959
  nChanged 245
		SP:Iteration 8Q (151763.500000 sec): 3 clusters
  Score: Raw -1164572.790868 + Penalty 4437.078892 = -1160135.711976
  nChanged 237
		SP:Iteration 9Q (151763.740000 sec): 3 clusters
  Score: Raw -1164738.219485 + Penalty 4437.078892 = -1160301.140594
  nChanged 221
		SP:Iteration 10Q (151764.000000 sec): 3 clusters
  Score: Raw -1164902.618342 + Penalty 4437.078892 = -1160465.539450
  nChanged 182
		SP:Iteration 11Q (151764.300000 sec): 3 clusters
  Score: Raw -1165040.180541 + Penalty 4437.078892 = -1160603.101649
  nChanged 161
		SP:Iteration 12Q (151764.530000 sec): 3 clusters
  Score: Raw -1165156.935747 + Penalty 4437.078892 = -1160719.856855
  nChanged 141
		SP:Iteration 13Q (151764.720000 sec): 3 clusters
  Score: Raw -1165241.832585 + Penalty 4437.078892 = -1160804.753693
  nChanged 111
		SP:Iteration 14Q (151764.900000 sec): 3 clusters
  Score: Raw -1165299.892154 + Penalty 4437.078892 = -1160862.813262
  nChanged 106
		SP:Iteration 15Q (151765.110000 sec): 3 clusters
  Score: Raw -1165352.682755 + Penalty 4437.078892 = -1160915.603863
  nChanged 83
		SP:Iteration 16Q (151765.300000 sec): 3 clusters
  Score: Raw -1165385.779376 + Penalty 4437.078892 = -1160948.700484
  nChanged 46
		SP:Iteration 17Q (151765.520000 sec): 3 clusters
  Score: Raw -1165402.735749 + Penalty 4437.078892 = -1160965.656857
  nChanged 45
		SP:Iteration 18Q (151765.740000 sec): 3 clusters
  Score: Raw -1165416.548049 + Penalty 4437.078892 = -1160979.469157
  nChanged 21
		SP:Iteration 19Q (151766.000000 sec): 3 clusters
  Score: Raw -1165422.340700 + Penalty 4437.078892 = -1160985.261808
  nChanged 11
		SP:Iteration 20F (151766.270000 sec): 3 clusters
  Score: Raw -1165426.395052 + Penalty 4437.078892 = -1160989.316160
  nChanged 14
		SP:Iteration 21Q (151766.490000 sec): 3 clusters
  Score: Raw -1165429.305191 + Penalty 4437.078892 = -1160992.226299
  nChanged 12
		SP:Iteration 22Q (151766.700000 sec): 3 clusters
  Score: Raw -1165433.077178 + Penalty 4437.078892 = -1160995.998286
  nChanged 12
		SP:Iteration 23Q (151766.890000 sec): 3 clusters
  Score: Raw -1165435.724186 + Penalty 4437.078892 = -1160998.645294
  nChanged 6
		SP:Iteration 24Q (151767.120000 sec): 3 clusters
  Score: Raw -1165436.867024 + Penalty 4437.078892 = -1160999.788132
  nChanged 3
		SP:Iteration 25Q (151767.360000 sec): 3 clusters
  Score: Raw -1165438.098532 + Penalty 4437.078892 = -1161001.019640
  nChanged 5
		SP:Iteration 26Q (151767.550000 sec): 3 clusters
  Score: Raw -1165440.277117 + Penalty 4437.078892 = -1161003.198225
  nChanged 7
		SP:Iteration 27Q (151767.760000 sec): 3 clusters
  Score: Raw -1165441.857920 + Penalty 4437.078892 = -1161004.779029
  nChanged 3
		SP:Iteration 28Q (151767.950000 sec): 3 clusters
  Score: Raw -1165442.842279 + Penalty 4437.078892 = -1161005.763387
  nChanged 2
		SP:Iteration 29Q (151768.170000 sec): 3 clusters
  Score: Raw -1165443.280086 + Penalty 4437.078892 = -1161006.201194
  nChanged 1
		SP:Iteration 30Q (151768.320000 sec): 3 clusters
  Score: Raw -1165443.557494 + Penalty 4437.078892 = -1161006.478602
  nChanged 3
		SP:Iteration 31Q (151768.550000 sec): 3 clusters
  Score: Raw -1165444.077558 + Penalty 4437.078892 = -1161006.998666
  nChanged 3
		SP:Iteration 32Q (151768.760000 sec): 3 clusters
  Score: Raw -1165444.525043 + Penalty 4437.078892 = -1161007.446151
  nChanged 3
		SP:Iteration 33Q (151769.020000 sec): 3 clusters
  Score: Raw -1165445.418877 + Penalty 4437.078892 = -1161008.339985
  nChanged 5
		SP:Iteration 34Q (151769.260000 sec): 3 clusters
  Score: Raw -1165446.509643 + Penalty 4437.078892 = -1161009.430751
  nChanged 4
		SP:Iteration 35Q (151769.520000 sec): 3 clusters
  Score: Raw -1165447.478487 + Penalty 4437.078892 = -1161010.399595
  nChanged 1
		SP:Iteration 36Q (151769.750000 sec): 3 clusters
  Score: Raw -1165447.584014 + Penalty 4437.078892 = -1161010.505122
  nChanged 0
		SP:Iteration 37F (151769.980000 sec): 3 clusters
  Score: Raw -1165447.584014 + Penalty 4437.078892 = -1161010.505122
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 36 (18771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151770.180000 sec): 2 clusters
  Score: Raw -3020857.333722 + Penalty 2440.336964 = -3018416.996758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151770.540000 sec): 3 clusters
  Score: Raw -3009914.471704 + Penalty 4880.673929 = -3005033.797775
  nChanged 8234
		SP:Iteration 1F (151770.870000 sec): 3 clusters
  Score: Raw -3014344.948236 + Penalty 4880.673929 = -3009464.274308
  nChanged 1055
		SP:Iteration 2F (151771.150000 sec): 3 clusters
  Score: Raw -3014800.801258 + Penalty 4880.673929 = -3009920.127330
  nChanged 930
		SP:Iteration 3Q (151771.450000 sec): 3 clusters
  Score: Raw -3015212.670895 + Penalty 4880.673929 = -3010331.996966
  nChanged 888
		SP:Iteration 4Q (151771.800000 sec): 3 clusters
  Score: Raw -3015629.081969 + Penalty 4880.673929 = -3010748.408040
  nChanged 828
		SP:Iteration 5Q (151772.150000 sec): 3 clusters
  Score: Raw -3016047.749873 + Penalty 4880.673929 = -3011167.075945
  nChanged 877
		SP:Iteration 6Q (151772.550000 sec): 3 clusters
  Score: Raw -3016519.484924 + Penalty 4880.673929 = -3011638.810996
  nChanged 920
		SP:Iteration 7Q (151772.890000 sec): 3 clusters
  Score: Raw -3017039.276039 + Penalty 4880.673929 = -3012158.602110
  nChanged 955
		SP:Iteration 8F (151773.220000 sec): 3 clusters
  Score: Raw -3017594.410986 + Penalty 4880.673929 = -3012713.737058
  nChanged 882
		SP:Iteration 9Q (151773.560000 sec): 3 clusters
  Score: Raw -3018087.815434 + Penalty 4880.673929 = -3013207.141505
  nChanged 826
		SP:Iteration 10Q (151773.780000 sec): 3 clusters
  Score: Raw -3018548.178852 + Penalty 4880.673929 = -3013667.504924
  nChanged 748
		SP:Iteration 11Q (151774.120000 sec): 3 clusters
  Score: Raw -3018958.561599 + Penalty 4880.673929 = -3014077.887670
  nChanged 607
		SP:Iteration 12Q (151774.440000 sec): 3 clusters
  Score: Raw -3019277.628846 + Penalty 4880.673929 = -3014396.954918
  nChanged 530
		SP:Iteration 13Q (151774.780000 sec): 3 clusters
  Score: Raw -3019561.369668 + Penalty 4880.673929 = -3014680.695739
  nChanged 511
		SP:Iteration 14Q (151775.070000 sec): 3 clusters
  Score: Raw -3019842.404236 + Penalty 4880.673929 = -3014961.730308
  nChanged 520
		SP:Iteration 15Q (151775.380000 sec): 3 clusters
  Score: Raw -3020111.273127 + Penalty 4880.673929 = -3015230.599198
  nChanged 486
		SP:Iteration 16Q (151775.600000 sec): 3 clusters
  Score: Raw -3020344.968347 + Penalty 4880.673929 = -3015464.294418
  nChanged 439
		SP:Iteration 17Q (151775.900000 sec): 3 clusters
  Score: Raw -3020531.967165 + Penalty 4880.673929 = -3015651.293236
  nChanged 382
		SP:Iteration 18Q (151776.230000 sec): 3 clusters
  Score: Raw -3020672.688708 + Penalty 4880.673929 = -3015792.014779
  nChanged 317
		SP:Iteration 19Q (151776.560000 sec): 3 clusters
  Score: Raw -3020782.909105 + Penalty 4880.673929 = -3015902.235177
  nChanged 295
		SP:Iteration 20F (151776.890000 sec): 3 clusters
  Score: Raw -3020882.054258 + Penalty 4880.673929 = -3016001.380329
  nChanged 285
		SP:Iteration 21Q (151777.190000 sec): 3 clusters
  Score: Raw -3020971.099380 + Penalty 4880.673929 = -3016090.425452
  nChanged 263
		SP:Iteration 22Q (151777.480000 sec): 3 clusters
  Score: Raw -3021053.906516 + Penalty 4880.673929 = -3016173.232588
  nChanged 244
		SP:Iteration 23Q (151777.790000 sec): 3 clusters
  Score: Raw -3021132.136440 + Penalty 4880.673929 = -3016251.462511
  nChanged 234
		SP:Iteration 24Q (151778.010000 sec): 3 clusters
  Score: Raw -3021207.793966 + Penalty 4880.673929 = -3016327.120037
  nChanged 210
		SP:Iteration 25Q (151778.230000 sec): 3 clusters
  Score: Raw -3021269.517590 + Penalty 4880.673929 = -3016388.843661
  nChanged 174
		SP:Iteration 26Q (151778.480000 sec): 3 clusters
  Score: Raw -3021316.654182 + Penalty 4880.673929 = -3016435.980254
  nChanged 141
		SP:Iteration 27Q (151778.760000 sec): 3 clusters
  Score: Raw -3021354.001086 + Penalty 4880.673929 = -3016473.327157
  nChanged 135
		SP:Iteration 28Q (151779.050000 sec): 3 clusters
  Score: Raw -3021386.458956 + Penalty 4880.673929 = -3016505.785027
  nChanged 116
		SP:Iteration 29Q (151779.380000 sec): 3 clusters
  Score: Raw -3021414.801017 + Penalty 4880.673929 = -3016534.127088
  nChanged 96
		SP:Iteration 30Q (151779.720000 sec): 3 clusters
  Score: Raw -3021438.566750 + Penalty 4880.673929 = -3016557.892822
  nChanged 90
		SP:Iteration 31Q (151779.960000 sec): 3 clusters
  Score: Raw -3021460.244728 + Penalty 4880.673929 = -3016579.570799
  nChanged 85
		SP:Iteration 32Q (151780.250000 sec): 3 clusters
  Score: Raw -3021479.395028 + Penalty 4880.673929 = -3016598.721099
  nChanged 66
		SP:Iteration 33Q (151780.560000 sec): 3 clusters
  Score: Raw -3021492.003680 + Penalty 4880.673929 = -3016611.329752
  nChanged 48
		SP:Iteration 34Q (151780.910000 sec): 3 clusters
  Score: Raw -3021501.373929 + Penalty 4880.673929 = -3016620.700000
  nChanged 45
		SP:Iteration 35Q (151781.160000 sec): 3 clusters
  Score: Raw -3021510.397138 + Penalty 4880.673929 = -3016629.723210
  nChanged 45
		SP:Iteration 36Q (151781.470000 sec): 3 clusters
  Score: Raw -3021520.252449 + Penalty 4880.673929 = -3016639.578520
  nChanged 45
		SP:Iteration 37Q (151781.710000 sec): 3 clusters
  Score: Raw -3021530.981952 + Penalty 4880.673929 = -3016650.308024
  nChanged 47
		SP:Iteration 38Q (151782.020000 sec): 3 clusters
  Score: Raw -3021542.708305 + Penalty 4880.673929 = -3016662.034376
  nChanged 48
		SP:Iteration 39Q (151782.320000 sec): 3 clusters
  Score: Raw -3021554.310840 + Penalty 4880.673929 = -3016673.636912
  nChanged 42
		SP:Iteration 40F (151782.630000 sec): 3 clusters
  Score: Raw -3021564.800759 + Penalty 4880.673929 = -3016684.126831
  nChanged 37
		SP:Iteration 41Q (151782.890000 sec): 3 clusters
  Score: Raw -3021573.096276 + Penalty 4880.673929 = -3016692.422347
  nChanged 30
		SP:Iteration 42Q (151783.180000 sec): 3 clusters
  Score: Raw -3021578.543640 + Penalty 4880.673929 = -3016697.869711
  nChanged 28
		SP:Iteration 43Q (151783.530000 sec): 3 clusters
  Score: Raw -3021584.654256 + Penalty 4880.673929 = -3016703.980327
  nChanged 28
		SP:Iteration 44Q (151783.860000 sec): 3 clusters
  Score: Raw -3021591.291139 + Penalty 4880.673929 = -3016710.617210
  nChanged 28
		SP:Iteration 45Q (151784.120000 sec): 3 clusters
  Score: Raw -3021596.630563 + Penalty 4880.673929 = -3016715.956635
  nChanged 19
		SP:Iteration 46Q (151784.480000 sec): 3 clusters
  Score: Raw -3021600.355150 + Penalty 4880.673929 = -3016719.681221
  nChanged 23
		SP:Iteration 47Q (151784.800000 sec): 3 clusters
  Score: Raw -3021605.616915 + Penalty 4880.673929 = -3016724.942987
  nChanged 25
		SP:Iteration 48Q (151785.140000 sec): 3 clusters
  Score: Raw -3021611.823358 + Penalty 4880.673929 = -3016731.149429
  nChanged 25
		SP:Iteration 49Q (151785.440000 sec): 3 clusters
  Score: Raw -3021616.474607 + Penalty 4880.673929 = -3016735.800678
  nChanged 23
		SP:Iteration 50Q (151785.760000 sec): 3 clusters
  Score: Raw -3021620.526980 + Penalty 4880.673929 = -3016739.853051
  nChanged 17
		SP:Iteration 51Q (151786.100000 sec): 3 clusters
  Score: Raw -3021624.557206 + Penalty 4880.673929 = -3016743.883277
  nChanged 23
		SP:Iteration 52Q (151786.410000 sec): 3 clusters
  Score: Raw -3021629.095501 + Penalty 4880.673929 = -3016748.421572
  nChanged 18
		SP:Iteration 53Q (151786.740000 sec): 3 clusters
  Score: Raw -3021633.221872 + Penalty 4880.673929 = -3016752.547943
  nChanged 22
		SP:Iteration 54Q (151787.040000 sec): 3 clusters
  Score: Raw -3021637.539724 + Penalty 4880.673929 = -3016756.865796
  nChanged 17
		SP:Iteration 55Q (151787.360000 sec): 3 clusters
  Score: Raw -3021640.661910 + Penalty 4880.673929 = -3016759.987981
  nChanged 18
		SP:Iteration 56Q (151787.680000 sec): 3 clusters
  Score: Raw -3021643.957985 + Penalty 4880.673929 = -3016763.284056
  nChanged 13
		SP:Iteration 57Q (151787.990000 sec): 3 clusters
  Score: Raw -3021646.331893 + Penalty 4880.673929 = -3016765.657964
  nChanged 16
		SP:Iteration 58Q (151788.360000 sec): 3 clusters
  Score: Raw -3021649.141741 + Penalty 4880.673929 = -3016768.467812
  nChanged 10
		SP:Iteration 59Q (151788.690000 sec): 3 clusters
  Score: Raw -3021651.295768 + Penalty 4880.673929 = -3016770.621840
  nChanged 7
		SP:Iteration 60F (151789.020000 sec): 3 clusters
  Score: Raw -3021652.676887 + Penalty 4880.673929 = -3016772.002958
  nChanged 11
		SP:Iteration 61Q (151789.320000 sec): 3 clusters
  Score: Raw -3021654.923938 + Penalty 4880.673929 = -3016774.250010
  nChanged 9
		SP:Iteration 62Q (151789.650000 sec): 3 clusters
  Score: Raw -3021656.794219 + Penalty 4880.673929 = -3016776.120290
  nChanged 11
		SP:Iteration 63Q (151789.950000 sec): 3 clusters
  Score: Raw -3021659.495580 + Penalty 4880.673929 = -3016778.821651
  nChanged 11
		SP:Iteration 64Q (151790.240000 sec): 3 clusters
  Score: Raw -3021662.041353 + Penalty 4880.673929 = -3016781.367424
  nChanged 15
		SP:Iteration 65Q (151790.670000 sec): 3 clusters
  Score: Raw -3021665.289875 + Penalty 4880.673929 = -3016784.615946
  nChanged 18
		SP:Iteration 66Q (151790.940000 sec): 3 clusters
  Score: Raw -3021668.623990 + Penalty 4880.673929 = -3016787.950062
  nChanged 16
		SP:Iteration 67Q (151791.270000 sec): 3 clusters
  Score: Raw -3021672.247643 + Penalty 4880.673929 = -3016791.573714
  nChanged 15
		SP:Iteration 68Q (151791.530000 sec): 3 clusters
  Score: Raw -3021676.029192 + Penalty 4880.673929 = -3016795.355263
  nChanged 11
		SP:Iteration 69Q (151791.860000 sec): 3 clusters
  Score: Raw -3021678.268173 + Penalty 4880.673929 = -3016797.594244
  nChanged 12
		SP:Iteration 70Q (151792.220000 sec): 3 clusters
  Score: Raw -3021680.334511 + Penalty 4880.673929 = -3016799.660582
  nChanged 10
		SP:Iteration 71Q (151792.480000 sec): 3 clusters
  Score: Raw -3021682.222845 + Penalty 4880.673929 = -3016801.548917
  nChanged 9
		SP:Iteration 72Q (151792.790000 sec): 3 clusters
  Score: Raw -3021683.997364 + Penalty 4880.673929 = -3016803.323435
  nChanged 13
		SP:Iteration 73Q (151793.120000 sec): 3 clusters
  Score: Raw -3021686.542687 + Penalty 4880.673929 = -3016805.868759
  nChanged 14
		SP:Iteration 74Q (151793.370000 sec): 3 clusters
  Score: Raw -3021689.279612 + Penalty 4880.673929 = -3016808.605683
  nChanged 7
		SP:Iteration 75Q (151793.700000 sec): 3 clusters
  Score: Raw -3021690.969520 + Penalty 4880.673929 = -3016810.295591
  nChanged 8
		SP:Iteration 76Q (151794.020000 sec): 3 clusters
  Score: Raw -3021692.651418 + Penalty 4880.673929 = -3016811.977489
  nChanged 7
		SP:Iteration 77Q (151794.260000 sec): 3 clusters
  Score: Raw -3021694.286640 + Penalty 4880.673929 = -3016813.612711
  nChanged 4
		SP:Iteration 78Q (151794.530000 sec): 3 clusters
  Score: Raw -3021694.815840 + Penalty 4880.673929 = -3016814.141912
  nChanged 3
		SP:Iteration 79Q (151794.810000 sec): 3 clusters
  Score: Raw -3021695.264642 + Penalty 4880.673929 = -3016814.590714
  nChanged 3
		SP:Iteration 80F (151795.100000 sec): 3 clusters
  Score: Raw -3021695.653922 + Penalty 4880.673929 = -3016814.979993
  nChanged 2
		SP:Iteration 81Q (151795.410000 sec): 3 clusters
  Score: Raw -3021696.069132 + Penalty 4880.673929 = -3016815.395203
  nChanged 1
		SP:Iteration 82Q (151795.690000 sec): 3 clusters
  Score: Raw -3021696.220083 + Penalty 4880.673929 = -3016815.546155
  nChanged 0
		SP:Iteration 83F (151795.950000 sec): 3 clusters
  Score: Raw -3021696.220083 + Penalty 4880.673929 = -3016815.546155
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 37 (25330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151796.190000 sec): 2 clusters
  Score: Raw -4160089.218309 + Penalty 2514.656696 = -4157574.561612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151796.570000 sec): 3 clusters
  Score: Raw -4145029.611579 + Penalty 5029.313393 = -4140000.298187
  nChanged 11249
		SP:Iteration 1F (151796.940000 sec): 3 clusters
  Score: Raw -4151026.895082 + Penalty 5029.313393 = -4145997.581690
  nChanged 1159
		SP:Iteration 2Q (151797.300000 sec): 3 clusters
  Score: Raw -4151384.622151 + Penalty 5029.313393 = -4146355.308759
  nChanged 1008
		SP:Iteration 3Q (151797.630000 sec): 3 clusters
  Score: Raw -4151684.012655 + Penalty 5029.313393 = -4146654.699262
  nChanged 917
		SP:Iteration 4Q (151798.050000 sec): 3 clusters
  Score: Raw -4151946.248080 + Penalty 5029.313393 = -4146916.934688
  nChanged 873
		SP:Iteration 5Q (151798.480000 sec): 3 clusters
  Score: Raw -4152196.846248 + Penalty 5029.313393 = -4147167.532856
  nChanged 792
		SP:Iteration 6Q (151798.870000 sec): 3 clusters
  Score: Raw -4152425.611392 + Penalty 5029.313393 = -4147396.298000
  nChanged 792
		SP:Iteration 7Q (151799.230000 sec): 3 clusters
  Score: Raw -4152663.038467 + Penalty 5029.313393 = -4147633.725074
  nChanged 774
		SP:Iteration 8Q (151799.600000 sec): 3 clusters
  Score: Raw -4152905.329759 + Penalty 5029.313393 = -4147876.016366
  nChanged 795
		SP:Iteration 9Q (151800.040000 sec): 3 clusters
  Score: Raw -4153198.823577 + Penalty 5029.313393 = -4148169.510185
  nChanged 945
		SP:Iteration 10Q (151800.510000 sec): 3 clusters
  Score: Raw -4153606.639336 + Penalty 5029.313393 = -4148577.325943
  nChanged 1039
		SP:Iteration 11Q (151800.900000 sec): 3 clusters
  Score: Raw -4154127.663035 + Penalty 5029.313393 = -4149098.349643
  nChanged 1155
		SP:Iteration 12Q (151801.350000 sec): 3 clusters
  Score: Raw -4154809.275839 + Penalty 5029.313393 = -4149779.962447
  nChanged 1253
		SP:Iteration 13Q (151801.750000 sec): 3 clusters
  Score: Raw -4155620.639688 + Penalty 5029.313393 = -4150591.326296
  nChanged 1200
		SP:Iteration 14Q (151802.150000 sec): 3 clusters
  Score: Raw -4156453.093783 + Penalty 5029.313393 = -4151423.780390
  nChanged 1114
		SP:Iteration 15Q (151802.520000 sec): 3 clusters
  Score: Raw -4157287.898834 + Penalty 5029.313393 = -4152258.585441
  nChanged 963
		SP:Iteration 16Q (151802.830000 sec): 3 clusters
  Score: Raw -4158013.622920 + Penalty 5029.313393 = -4152984.309528
  nChanged 753
		SP:Iteration 17Q (151803.130000 sec): 3 clusters
  Score: Raw -4158569.352739 + Penalty 5029.313393 = -4153540.039347
  nChanged 584
		SP:Iteration 18Q (151803.470000 sec): 3 clusters
  Score: Raw -4158977.688696 + Penalty 5029.313393 = -4153948.375304
  nChanged 467
		SP:Iteration 19Q (151803.870000 sec): 3 clusters
  Score: Raw -4159314.302762 + Penalty 5029.313393 = -4154284.989370
  nChanged 356
		SP:Iteration 20F (151804.220000 sec): 3 clusters
  Score: Raw -4159556.636188 + Penalty 5029.313393 = -4154527.322796
  nChanged 284
		SP:Iteration 21Q (151804.550000 sec): 3 clusters
  Score: Raw -4159754.105526 + Penalty 5029.313393 = -4154724.792133
  nChanged 218
		SP:Iteration 22Q (151804.950000 sec): 3 clusters
  Score: Raw -4159913.673729 + Penalty 5029.313393 = -4154884.360337
  nChanged 164
		SP:Iteration 23Q (151805.310000 sec): 3 clusters
  Score: Raw -4160033.296400 + Penalty 5029.313393 = -4155003.983007
  nChanged 121
		SP:Iteration 24Q (151805.710000 sec): 3 clusters
  Score: Raw -4160130.604686 + Penalty 5029.313393 = -4155101.291294
  nChanged 95
		SP:Iteration 25Q (151806.030000 sec): 3 clusters
  Score: Raw -4160208.961126 + Penalty 5029.313393 = -4155179.647734
  nChanged 59
		SP:Iteration 26Q (151806.370000 sec): 3 clusters
  Score: Raw -4160254.838772 + Penalty 5029.313393 = -4155225.525379
  nChanged 42
		SP:Iteration 27Q (151806.700000 sec): 3 clusters
  Score: Raw -4160292.549184 + Penalty 5029.313393 = -4155263.235791
  nChanged 21
		SP:Iteration 28Q (151807.010000 sec): 3 clusters
  Score: Raw -4160309.185889 + Penalty 5029.313393 = -4155279.872497
  nChanged 14
		SP:Iteration 29Q (151807.400000 sec): 3 clusters
  Score: Raw -4160318.464456 + Penalty 5029.313393 = -4155289.151064
  nChanged 17
		SP:Iteration 30Q (151807.670000 sec): 3 clusters
  Score: Raw -4160329.124562 + Penalty 5029.313393 = -4155299.811170
  nChanged 14
		SP:Iteration 31Q (151807.980000 sec): 3 clusters
  Score: Raw -4160338.153285 + Penalty 5029.313393 = -4155308.839892
  nChanged 12
		SP:Iteration 32Q (151808.340000 sec): 3 clusters
  Score: Raw -4160349.090703 + Penalty 5029.313393 = -4155319.777311
  nChanged 12
		SP:Iteration 33Q (151808.670000 sec): 3 clusters
  Score: Raw -4160357.827205 + Penalty 5029.313393 = -4155328.513813
  nChanged 9
		SP:Iteration 34Q (151809.010000 sec): 3 clusters
  Score: Raw -4160364.684348 + Penalty 5029.313393 = -4155335.370955
  nChanged 8
		SP:Iteration 35Q (151809.370000 sec): 3 clusters
  Score: Raw -4160371.331970 + Penalty 5029.313393 = -4155342.018577
  nChanged 8
		SP:Iteration 36Q (151809.780000 sec): 3 clusters
  Score: Raw -4160377.871283 + Penalty 5029.313393 = -4155348.557891
  nChanged 7
		SP:Iteration 37Q (151810.140000 sec): 3 clusters
  Score: Raw -4160384.106581 + Penalty 5029.313393 = -4155354.793189
  nChanged 5
		SP:Iteration 38Q (151810.470000 sec): 3 clusters
  Score: Raw -4160389.365415 + Penalty 5029.313393 = -4155360.052023
  nChanged 6
		SP:Iteration 39Q (151810.790000 sec): 3 clusters
  Score: Raw -4160394.222322 + Penalty 5029.313393 = -4155364.908929
  nChanged 3
		SP:Iteration 40F (151811.130000 sec): 3 clusters
  Score: Raw -4160396.994056 + Penalty 5029.313393 = -4155367.680664
  nChanged 4
		SP:Iteration 41Q (151811.470000 sec): 3 clusters
  Score: Raw -4160399.870382 + Penalty 5029.313393 = -4155370.556990
  nChanged 4
		SP:Iteration 42Q (151811.790000 sec): 3 clusters
  Score: Raw -4160404.049131 + Penalty 5029.313393 = -4155374.735738
  nChanged 4
		SP:Iteration 43Q (151812.150000 sec): 3 clusters
  Score: Raw -4160408.133574 + Penalty 5029.313393 = -4155378.820181
  nChanged 2
		SP:Iteration 44Q (151812.490000 sec): 3 clusters
  Score: Raw -4160409.239061 + Penalty 5029.313393 = -4155379.925668
  nChanged 2
		SP:Iteration 45Q (151812.810000 sec): 3 clusters
  Score: Raw -4160411.161816 + Penalty 5029.313393 = -4155381.848424
  nChanged 1
		SP:Iteration 46Q (151813.240000 sec): 3 clusters
  Score: Raw -4160411.741670 + Penalty 5029.313393 = -4155382.428277
  nChanged 0
		SP:Iteration 47F (151813.600000 sec): 3 clusters
  Score: Raw -4160411.741670 + Penalty 5029.313393 = -4155382.428277
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 38 (4740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151813.750000 sec): 2 clusters
  Score: Raw -663787.534393 + Penalty 2099.020519 = -661688.513874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151813.930000 sec): 3 clusters
  Score: Raw -661621.452127 + Penalty 4198.041038 = -657423.411089
  nChanged 1803
		SP:Iteration 1F (151814.120000 sec): 3 clusters
  Score: Raw -663025.612845 + Penalty 4198.041038 = -658827.571807
  nChanged 494
		SP:Iteration 2F (151814.350000 sec): 3 clusters
  Score: Raw -663526.820252 + Penalty 4198.041038 = -659328.779215
  nChanged 343
		SP:Iteration 3F (151814.560000 sec): 3 clusters
  Score: Raw -663802.975732 + Penalty 4198.041038 = -659604.934694
  nChanged 244
		SP:Iteration 4F (151814.750000 sec): 3 clusters
  Score: Raw -663978.008945 + Penalty 4198.041038 = -659779.967907
  nChanged 177
		SP:Iteration 5Q (151814.990000 sec): 3 clusters
  Score: Raw -664114.837797 + Penalty 4198.041038 = -659916.796759
  nChanged 154
		SP:Iteration 6Q (151815.180000 sec): 3 clusters
  Score: Raw -664213.788815 + Penalty 4198.041038 = -660015.747778
  nChanged 121
		SP:Iteration 7Q (151815.410000 sec): 3 clusters
  Score: Raw -664287.198928 + Penalty 4198.041038 = -660089.157890
  nChanged 91
		SP:Iteration 8Q (151815.620000 sec): 3 clusters
  Score: Raw -664334.782022 + Penalty 4198.041038 = -660136.740984
  nChanged 67
		SP:Iteration 9Q (151815.770000 sec): 3 clusters
  Score: Raw -664370.488788 + Penalty 4198.041038 = -660172.447751
  nChanged 60
		SP:Iteration 10Q (151816.010000 sec): 3 clusters
  Score: Raw -664397.527921 + Penalty 4198.041038 = -660199.486883
  nChanged 55
		SP:Iteration 11Q (151816.220000 sec): 3 clusters
  Score: Raw -664425.124436 + Penalty 4198.041038 = -660227.083399
  nChanged 50
		SP:Iteration 12Q (151816.410000 sec): 3 clusters
  Score: Raw -664447.375766 + Penalty 4198.041038 = -660249.334729
  nChanged 49
		SP:Iteration 13Q (151816.590000 sec): 3 clusters
  Score: Raw -664478.204803 + Penalty 4198.041038 = -660280.163766
  nChanged 59
		SP:Iteration 14Q (151816.830000 sec): 3 clusters
  Score: Raw -664510.565577 + Penalty 4198.041038 = -660312.524539
  nChanged 53
		SP:Iteration 15Q (151817.040000 sec): 3 clusters
  Score: Raw -664548.864031 + Penalty 4198.041038 = -660350.822993
  nChanged 65
		SP:Iteration 16Q (151817.310000 sec): 3 clusters
  Score: Raw -664585.048091 + Penalty 4198.041038 = -660387.007053
  nChanged 68
		SP:Iteration 17Q (151817.450000 sec): 3 clusters
  Score: Raw -664625.459755 + Penalty 4198.041038 = -660427.418718
  nChanged 62
		SP:Iteration 18Q (151817.670000 sec): 3 clusters
  Score: Raw -664662.430545 + Penalty 4198.041038 = -660464.389508
  nChanged 55
		SP:Iteration 19Q (151817.850000 sec): 3 clusters
  Score: Raw -664692.008692 + Penalty 4198.041038 = -660493.967655
  nChanged 42
		SP:Iteration 20F (151818.120000 sec): 3 clusters
  Score: Raw -664714.316366 + Penalty 4198.041038 = -660516.275328
  nChanged 37
		SP:Iteration 21Q (151818.340000 sec): 3 clusters
  Score: Raw -664728.542944 + Penalty 4198.041038 = -660530.501907
  nChanged 28
		SP:Iteration 22Q (151818.570000 sec): 3 clusters
  Score: Raw -664739.644467 + Penalty 4198.041038 = -660541.603429
  nChanged 27
		SP:Iteration 23Q (151818.770000 sec): 3 clusters
  Score: Raw -664748.355574 + Penalty 4198.041038 = -660550.314536
  nChanged 15
		SP:Iteration 24Q (151818.970000 sec): 3 clusters
  Score: Raw -664753.643016 + Penalty 4198.041038 = -660555.601978
  nChanged 12
		SP:Iteration 25Q (151819.180000 sec): 3 clusters
  Score: Raw -664759.907051 + Penalty 4198.041038 = -660561.866013
  nChanged 22
		SP:Iteration 26Q (151819.360000 sec): 3 clusters
  Score: Raw -664768.232634 + Penalty 4198.041038 = -660570.191596
  nChanged 18
		SP:Iteration 27Q (151819.550000 sec): 3 clusters
  Score: Raw -664776.049887 + Penalty 4198.041038 = -660578.008850
  nChanged 17
		SP:Iteration 28Q (151819.790000 sec): 3 clusters
  Score: Raw -664782.833894 + Penalty 4198.041038 = -660584.792857
  nChanged 13
		SP:Iteration 29Q (151819.930000 sec): 3 clusters
  Score: Raw -664788.066546 + Penalty 4198.041038 = -660590.025509
  nChanged 18
		SP:Iteration 30Q (151820.090000 sec): 3 clusters
  Score: Raw -664794.397380 + Penalty 4198.041038 = -660596.356343
  nChanged 8
		SP:Iteration 31Q (151820.310000 sec): 3 clusters
  Score: Raw -664797.180938 + Penalty 4198.041038 = -660599.139901
  nChanged 7
		SP:Iteration 32Q (151820.540000 sec): 3 clusters
  Score: Raw -664799.187728 + Penalty 4198.041038 = -660601.146690
  nChanged 6
		SP:Iteration 33Q (151820.770000 sec): 3 clusters
  Score: Raw -664800.808210 + Penalty 4198.041038 = -660602.767172
  nChanged 3
		SP:Iteration 34Q (151820.940000 sec): 3 clusters
  Score: Raw -664801.676096 + Penalty 4198.041038 = -660603.635058
  nChanged 0
		SP:Iteration 35F (151821.110000 sec): 3 clusters
  Score: Raw -664801.676096 + Penalty 4198.041038 = -660603.635058
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 39 (37980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151821.540000 sec): 2 clusters
  Score: Raw -6047270.089236 + Penalty 2615.114116 = -6044654.975119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151821.990000 sec): 3 clusters
  Score: Raw -6024120.119897 + Penalty 5230.228232 = -6018889.891664
  nChanged 17351
		SP:Iteration 1F (151822.480000 sec): 3 clusters
  Score: Raw -6033497.579989 + Penalty 5230.228232 = -6028267.351757
  nChanged 1854
		SP:Iteration 2Q (151823.000000 sec): 3 clusters
  Score: Raw -6034122.296460 + Penalty 5230.228232 = -6028892.068228
  nChanged 1700
		SP:Iteration 3Q (151823.480000 sec): 3 clusters
  Score: Raw -6034691.740537 + Penalty 5230.228232 = -6029461.512305
  nChanged 1639
		SP:Iteration 4Q (151823.990000 sec): 3 clusters
  Score: Raw -6035302.646585 + Penalty 5230.228232 = -6030072.418353
  nChanged 1749
		SP:Iteration 5Q (151824.550000 sec): 3 clusters
  Score: Raw -6036066.587034 + Penalty 5230.228232 = -6030836.358802
  nChanged 1959
		SP:Iteration 6F (151825.050000 sec): 3 clusters
  Score: Raw -6037008.918432 + Penalty 5230.228232 = -6031778.690200
  nChanged 2181
		SP:Iteration 7F (151825.470000 sec): 3 clusters
  Score: Raw -6038249.827411 + Penalty 5230.228232 = -6033019.599178
  nChanged 2308
		SP:Iteration 8F (151825.960000 sec): 3 clusters
  Score: Raw -6039741.484674 + Penalty 5230.228232 = -6034511.256442
  nChanged 2280
		SP:Iteration 9F (151826.460000 sec): 3 clusters
  Score: Raw -6041334.190969 + Penalty 5230.228232 = -6036103.962737
  nChanged 2061
		SP:Iteration 10F (151826.960000 sec): 3 clusters
  Score: Raw -6042915.324597 + Penalty 5230.228232 = -6037685.096364
  nChanged 1786
		SP:Iteration 11Q (151827.430000 sec): 3 clusters
  Score: Raw -6044328.234430 + Penalty 5230.228232 = -6039098.006197
  nChanged 1337
		SP:Iteration 12Q (151827.910000 sec): 3 clusters
  Score: Raw -6045415.038793 + Penalty 5230.228232 = -6040184.810561
  nChanged 969
		SP:Iteration 13Q (151828.460000 sec): 3 clusters
  Score: Raw -6046226.599833 + Penalty 5230.228232 = -6040996.371600
  nChanged 612
		SP:Iteration 14Q (151828.880000 sec): 3 clusters
  Score: Raw -6046721.439096 + Penalty 5230.228232 = -6041491.210863
  nChanged 373
		SP:Iteration 15Q (151829.310000 sec): 3 clusters
  Score: Raw -6047043.263740 + Penalty 5230.228232 = -6041813.035508
  nChanged 288
		SP:Iteration 16Q (151829.780000 sec): 3 clusters
  Score: Raw -6047310.527100 + Penalty 5230.228232 = -6042080.298868
  nChanged 221
		SP:Iteration 17Q (151830.250000 sec): 3 clusters
  Score: Raw -6047538.377522 + Penalty 5230.228232 = -6042308.149289
  nChanged 187
		SP:Iteration 18Q (151830.740000 sec): 3 clusters
  Score: Raw -6047724.566767 + Penalty 5230.228232 = -6042494.338535
  nChanged 157
		SP:Iteration 19Q (151831.150000 sec): 3 clusters
  Score: Raw -6047923.005569 + Penalty 5230.228232 = -6042692.777337
  nChanged 137
		SP:Iteration 20F (151831.570000 sec): 3 clusters
  Score: Raw -6048090.079351 + Penalty 5230.228232 = -6042859.851118
  nChanged 113
		SP:Iteration 21Q (151832.020000 sec): 3 clusters
  Score: Raw -6048194.234351 + Penalty 5230.228232 = -6042964.006118
  nChanged 83
		SP:Iteration 22Q (151832.460000 sec): 3 clusters
  Score: Raw -6048251.402435 + Penalty 5230.228232 = -6043021.174203
  nChanged 63
		SP:Iteration 23Q (151832.890000 sec): 3 clusters
  Score: Raw -6048294.644919 + Penalty 5230.228232 = -6043064.416687
  nChanged 47
		SP:Iteration 24Q (151833.330000 sec): 3 clusters
  Score: Raw -6048324.008268 + Penalty 5230.228232 = -6043093.780036
  nChanged 42
		SP:Iteration 25Q (151833.790000 sec): 3 clusters
  Score: Raw -6048347.565052 + Penalty 5230.228232 = -6043117.336820
  nChanged 32
		SP:Iteration 26Q (151834.190000 sec): 3 clusters
  Score: Raw -6048358.944931 + Penalty 5230.228232 = -6043128.716699
  nChanged 18
		SP:Iteration 27Q (151834.570000 sec): 3 clusters
  Score: Raw -6048366.822388 + Penalty 5230.228232 = -6043136.594156
  nChanged 12
		SP:Iteration 28Q (151835.010000 sec): 3 clusters
  Score: Raw -6048371.005630 + Penalty 5230.228232 = -6043140.777397
  nChanged 11
		SP:Iteration 29Q (151835.410000 sec): 3 clusters
  Score: Raw -6048375.111673 + Penalty 5230.228232 = -6043144.883440
  nChanged 11
		SP:Iteration 30Q (151835.840000 sec): 3 clusters
  Score: Raw -6048379.630670 + Penalty 5230.228232 = -6043149.402437
  nChanged 9
		SP:Iteration 31Q (151836.290000 sec): 3 clusters
  Score: Raw -6048383.329291 + Penalty 5230.228232 = -6043153.101059
  nChanged 7
		SP:Iteration 32Q (151836.720000 sec): 3 clusters
  Score: Raw -6048385.768153 + Penalty 5230.228232 = -6043155.539920
  nChanged 2
		SP:Iteration 33Q (151837.130000 sec): 3 clusters
  Score: Raw -6048386.453601 + Penalty 5230.228232 = -6043156.225369
  nChanged 4
		SP:Iteration 34Q (151837.560000 sec): 3 clusters
  Score: Raw -6048387.426678 + Penalty 5230.228232 = -6043157.198446
  nChanged 3
		SP:Iteration 35Q (151837.970000 sec): 3 clusters
  Score: Raw -6048387.962687 + Penalty 5230.228232 = -6043157.734455
  nChanged 2
		SP:Iteration 36Q (151838.390000 sec): 3 clusters
  Score: Raw -6048388.749601 + Penalty 5230.228232 = -6043158.521369
  nChanged 2
		SP:Iteration 37Q (151838.850000 sec): 3 clusters
  Score: Raw -6048389.756856 + Penalty 5230.228232 = -6043159.528624
  nChanged 1
		SP:Iteration 38Q (151839.310000 sec): 3 clusters
  Score: Raw -6048390.028364 + Penalty 5230.228232 = -6043159.800132
  nChanged 1
		SP:Iteration 39Q (151839.730000 sec): 3 clusters
  Score: Raw -6048390.282044 + Penalty 5230.228232 = -6043160.053812
  nChanged 0
		SP:Iteration 40F (151840.190000 sec): 3 clusters
  Score: Raw -6048390.282044 + Penalty 5230.228232 = -6043160.053812
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 40 (333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151840.340000 sec): 2 clusters
  Score: Raw -37698.454194 + Penalty 1440.419338 = -36258.034857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151840.520000 sec): 3 clusters
  Score: Raw -38226.696030 + Penalty 2880.838675 = -35345.857355
  nChanged 97
		SP:Iteration 1F (151840.650000 sec): 3 clusters
  Score: Raw -38520.121495 + Penalty 2880.838675 = -35639.282820
  nChanged 20
		SP:Iteration 2F (151840.770000 sec): 3 clusters
  Score: Raw -38611.186339 + Penalty 2880.838675 = -35730.347664
  nChanged 8
		SP:Iteration 3Q (151840.890000 sec): 3 clusters
  Score: Raw -38657.209533 + Penalty 2880.838675 = -35776.370858
  nChanged 7
		SP:Iteration 4Q (151841.040000 sec): 3 clusters
  Score: Raw -38683.004290 + Penalty 2880.838675 = -35802.165615
  nChanged 1
		SP:Iteration 5Q (151841.120000 sec): 3 clusters
  Score: Raw -38689.373179 + Penalty 2880.838675 = -35808.534504
  nChanged 0
		SP:Iteration 6F (151841.240000 sec): 3 clusters
  Score: Raw -38689.373179 + Penalty 2880.838675 = -35808.534504
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 41 (33286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151841.560000 sec): 2 clusters
  Score: Raw -4924549.645449 + Penalty 2582.397257 = -4921967.248191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151841.960000 sec): 3 clusters
  Score: Raw -4904359.152901 + Penalty 5164.794515 = -4899194.358386
  nChanged 15095
		SP:Iteration 1F (151842.390000 sec): 3 clusters
  Score: Raw -4913083.575707 + Penalty 5164.794515 = -4907918.781192
  nChanged 2204
		SP:Iteration 2F (151842.870000 sec): 3 clusters
  Score: Raw -4914424.657904 + Penalty 5164.794515 = -4909259.863390
  nChanged 2287
		SP:Iteration 3F (151843.210000 sec): 3 clusters
  Score: Raw -4915980.980712 + Penalty 5164.794515 = -4910816.186197
  nChanged 2336
		SP:Iteration 4F (151843.650000 sec): 3 clusters
  Score: Raw -4917576.103357 + Penalty 5164.794515 = -4912411.308842
  nChanged 2259
		SP:Iteration 5F (151844.040000 sec): 3 clusters
  Score: Raw -4918938.511052 + Penalty 5164.794515 = -4913773.716537
  nChanged 1901
		SP:Iteration 6F (151844.480000 sec): 3 clusters
  Score: Raw -4919916.955255 + Penalty 5164.794515 = -4914752.160740
  nChanged 1529
		SP:Iteration 7Q (151844.910000 sec): 3 clusters
  Score: Raw -4920562.029314 + Penalty 5164.794515 = -4915397.234799
  nChanged 1172
		SP:Iteration 8Q (151845.390000 sec): 3 clusters
  Score: Raw -4920959.888801 + Penalty 5164.794515 = -4915795.094286
  nChanged 868
		SP:Iteration 9Q (151845.870000 sec): 3 clusters
  Score: Raw -4921180.393191 + Penalty 5164.794515 = -4916015.598676
  nChanged 620
		SP:Iteration 10Q (151846.310000 sec): 3 clusters
  Score: Raw -4921328.149630 + Penalty 5164.794515 = -4916163.355115
  nChanged 547
		SP:Iteration 11Q (151846.750000 sec): 3 clusters
  Score: Raw -4921448.421005 + Penalty 5164.794515 = -4916283.626490
  nChanged 446
		SP:Iteration 12Q (151847.160000 sec): 3 clusters
  Score: Raw -4921542.035163 + Penalty 5164.794515 = -4916377.240648
  nChanged 415
		SP:Iteration 13Q (151847.560000 sec): 3 clusters
  Score: Raw -4921626.543102 + Penalty 5164.794515 = -4916461.748587
  nChanged 369
		SP:Iteration 14Q (151848.020000 sec): 3 clusters
  Score: Raw -4921701.903523 + Penalty 5164.794515 = -4916537.109008
  nChanged 371
		SP:Iteration 15Q (151848.480000 sec): 3 clusters
  Score: Raw -4921780.330103 + Penalty 5164.794515 = -4916615.535588
  nChanged 349
		SP:Iteration 16Q (151848.970000 sec): 3 clusters
  Score: Raw -4921848.650567 + Penalty 5164.794515 = -4916683.856052
  nChanged 327
		SP:Iteration 17Q (151849.390000 sec): 3 clusters
  Score: Raw -4921910.710732 + Penalty 5164.794515 = -4916745.916217
  nChanged 330
		SP:Iteration 18Q (151849.840000 sec): 3 clusters
  Score: Raw -4921974.422537 + Penalty 5164.794515 = -4916809.628022
  nChanged 295
		SP:Iteration 19Q (151850.300000 sec): 3 clusters
  Score: Raw -4922027.554159 + Penalty 5164.794515 = -4916862.759644
  nChanged 246
		SP:Iteration 20F (151850.760000 sec): 3 clusters
  Score: Raw -4922066.656222 + Penalty 5164.794515 = -4916901.861707
  nChanged 225
		SP:Iteration 21Q (151851.220000 sec): 3 clusters
  Score: Raw -4922107.299833 + Penalty 5164.794515 = -4916942.505318
  nChanged 231
		SP:Iteration 22Q (151851.680000 sec): 3 clusters
  Score: Raw -4922144.529249 + Penalty 5164.794515 = -4916979.734735
  nChanged 204
		SP:Iteration 23Q (151852.140000 sec): 3 clusters
  Score: Raw -4922176.092626 + Penalty 5164.794515 = -4917011.298112
  nChanged 198
		SP:Iteration 24Q (151852.590000 sec): 3 clusters
  Score: Raw -4922207.867182 + Penalty 5164.794515 = -4917043.072667
  nChanged 193
		SP:Iteration 25Q (151853.050000 sec): 3 clusters
  Score: Raw -4922235.781256 + Penalty 5164.794515 = -4917070.986741
  nChanged 169
		SP:Iteration 26Q (151853.510000 sec): 3 clusters
  Score: Raw -4922258.179816 + Penalty 5164.794515 = -4917093.385302
  nChanged 143
		SP:Iteration 27Q (151853.970000 sec): 3 clusters
  Score: Raw -4922275.974377 + Penalty 5164.794515 = -4917111.179862
  nChanged 126
		SP:Iteration 28Q (151854.420000 sec): 3 clusters
  Score: Raw -4922292.259273 + Penalty 5164.794515 = -4917127.464758
  nChanged 138
		SP:Iteration 29Q (151854.880000 sec): 3 clusters
  Score: Raw -4922310.393578 + Penalty 5164.794515 = -4917145.599063
  nChanged 133
		SP:Iteration 30Q (151855.340000 sec): 3 clusters
  Score: Raw -4922325.493507 + Penalty 5164.794515 = -4917160.698992
  nChanged 122
		SP:Iteration 31Q (151855.800000 sec): 3 clusters
  Score: Raw -4922338.296246 + Penalty 5164.794515 = -4917173.501731
  nChanged 114
		SP:Iteration 32Q (151856.260000 sec): 3 clusters
  Score: Raw -4922351.432733 + Penalty 5164.794515 = -4917186.638218
  nChanged 108
		SP:Iteration 33Q (151856.720000 sec): 3 clusters
  Score: Raw -4922363.396577 + Penalty 5164.794515 = -4917198.602062
  nChanged 111
		SP:Iteration 34Q (151857.180000 sec): 3 clusters
  Score: Raw -4922375.563227 + Penalty 5164.794515 = -4917210.768712
  nChanged 117
		SP:Iteration 35Q (151857.640000 sec): 3 clusters
  Score: Raw -4922387.064601 + Penalty 5164.794515 = -4917222.270086
  nChanged 122
		SP:Iteration 36Q (151858.100000 sec): 3 clusters
  Score: Raw -4922400.050284 + Penalty 5164.794515 = -4917235.255769
  nChanged 121
		SP:Iteration 37Q (151858.560000 sec): 3 clusters
  Score: Raw -4922417.003494 + Penalty 5164.794515 = -4917252.208979
  nChanged 140
		SP:Iteration 38Q (151859.020000 sec): 3 clusters
  Score: Raw -4922435.839210 + Penalty 5164.794515 = -4917271.044695
  nChanged 154
		SP:Iteration 39Q (151859.480000 sec): 3 clusters
  Score: Raw -4922456.399543 + Penalty 5164.794515 = -4917291.605028
  nChanged 161
		SP:Iteration 40F (151859.930000 sec): 3 clusters
  Score: Raw -4922482.568263 + Penalty 5164.794515 = -4917317.773748
  nChanged 174
		SP:Iteration 41Q (151860.390000 sec): 3 clusters
  Score: Raw -4922509.696242 + Penalty 5164.794515 = -4917344.901727
  nChanged 211
		SP:Iteration 42Q (151860.820000 sec): 3 clusters
  Score: Raw -4922545.344535 + Penalty 5164.794515 = -4917380.550020
  nChanged 203
		SP:Iteration 43Q (151861.310000 sec): 3 clusters
  Score: Raw -4922581.097882 + Penalty 5164.794515 = -4917416.303367
  nChanged 224
		SP:Iteration 44Q (151861.710000 sec): 3 clusters
  Score: Raw -4922620.927615 + Penalty 5164.794515 = -4917456.133100
  nChanged 244
		SP:Iteration 45Q (151862.130000 sec): 3 clusters
  Score: Raw -4922663.029109 + Penalty 5164.794515 = -4917498.234594
  nChanged 228
		SP:Iteration 46Q (151862.520000 sec): 3 clusters
  Score: Raw -4922699.259814 + Penalty 5164.794515 = -4917534.465299
  nChanged 217
		SP:Iteration 47Q (151862.910000 sec): 3 clusters
  Score: Raw -4922736.736954 + Penalty 5164.794515 = -4917571.942439
  nChanged 243
		SP:Iteration 48Q (151863.310000 sec): 3 clusters
  Score: Raw -4922784.266606 + Penalty 5164.794515 = -4917619.472091
  nChanged 275
		SP:Iteration 49Q (151863.750000 sec): 3 clusters
  Score: Raw -4922840.612753 + Penalty 5164.794515 = -4917675.818239
  nChanged 283
		SP:Iteration 50Q (151864.200000 sec): 3 clusters
  Score: Raw -4922898.305837 + Penalty 5164.794515 = -4917733.511322
  nChanged 311
		SP:Iteration 51Q (151864.620000 sec): 3 clusters
  Score: Raw -4922960.844077 + Penalty 5164.794515 = -4917796.049562
  nChanged 318
		SP:Iteration 52Q (151865.050000 sec): 3 clusters
  Score: Raw -4923026.358132 + Penalty 5164.794515 = -4917861.563617
  nChanged 322
		SP:Iteration 53Q (151865.510000 sec): 3 clusters
  Score: Raw -4923095.257638 + Penalty 5164.794515 = -4917930.463123
  nChanged 325
		SP:Iteration 54Q (151865.870000 sec): 3 clusters
  Score: Raw -4923166.647653 + Penalty 5164.794515 = -4918001.853138
  nChanged 338
		SP:Iteration 55Q (151866.350000 sec): 3 clusters
  Score: Raw -4923235.780831 + Penalty 5164.794515 = -4918070.986316
  nChanged 302
		SP:Iteration 56Q (151866.700000 sec): 3 clusters
  Score: Raw -4923296.873916 + Penalty 5164.794515 = -4918132.079401
  nChanged 319
		SP:Iteration 57Q (151867.120000 sec): 3 clusters
  Score: Raw -4923368.598960 + Penalty 5164.794515 = -4918203.804445
  nChanged 352
		SP:Iteration 58Q (151867.550000 sec): 3 clusters
  Score: Raw -4923446.060018 + Penalty 5164.794515 = -4918281.265503
  nChanged 342
		SP:Iteration 59Q (151867.930000 sec): 3 clusters
  Score: Raw -4923521.050597 + Penalty 5164.794515 = -4918356.256082
  nChanged 340
		SP:Iteration 60F (151868.330000 sec): 3 clusters
  Score: Raw -4923597.596470 + Penalty 5164.794515 = -4918432.801955
  nChanged 331
		SP:Iteration 61Q (151868.770000 sec): 3 clusters
  Score: Raw -4923673.787560 + Penalty 5164.794515 = -4918508.993045
  nChanged 357
		SP:Iteration 62Q (151869.190000 sec): 3 clusters
  Score: Raw -4923764.533211 + Penalty 5164.794515 = -4918599.738696
  nChanged 380
		SP:Iteration 63Q (151869.550000 sec): 3 clusters
  Score: Raw -4923866.106521 + Penalty 5164.794515 = -4918701.312006
  nChanged 360
		SP:Iteration 64Q (151869.920000 sec): 3 clusters
  Score: Raw -4923972.474731 + Penalty 5164.794515 = -4918807.680216
  nChanged 397
		SP:Iteration 65Q (151870.290000 sec): 3 clusters
  Score: Raw -4924096.280060 + Penalty 5164.794515 = -4918931.485545
  nChanged 416
		SP:Iteration 66Q (151870.700000 sec): 3 clusters
  Score: Raw -4924235.596774 + Penalty 5164.794515 = -4919070.802259
  nChanged 409
		SP:Iteration 67Q (151871.120000 sec): 3 clusters
  Score: Raw -4924378.520847 + Penalty 5164.794515 = -4919213.726332
  nChanged 401
		SP:Iteration 68Q (151871.530000 sec): 3 clusters
  Score: Raw -4924519.749439 + Penalty 5164.794515 = -4919354.954925
  nChanged 388
		SP:Iteration 69Q (151871.930000 sec): 3 clusters
  Score: Raw -4924654.515350 + Penalty 5164.794515 = -4919489.720835
  nChanged 373
		SP:Iteration 70Q (151872.280000 sec): 3 clusters
  Score: Raw -4924786.089571 + Penalty 5164.794515 = -4919621.295056
  nChanged 361
		SP:Iteration 71Q (151872.700000 sec): 3 clusters
  Score: Raw -4924920.451070 + Penalty 5164.794515 = -4919755.656555
  nChanged 326
		SP:Iteration 72Q (151873.050000 sec): 3 clusters
  Score: Raw -4925054.869737 + Penalty 5164.794515 = -4919890.075222
  nChanged 301
		SP:Iteration 73Q (151873.420000 sec): 3 clusters
  Score: Raw -4925173.053621 + Penalty 5164.794515 = -4920008.259106
  nChanged 269
		SP:Iteration 74Q (151873.770000 sec): 3 clusters
  Score: Raw -4925278.012947 + Penalty 5164.794515 = -4920113.218432
  nChanged 245
		SP:Iteration 75Q (151874.150000 sec): 3 clusters
  Score: Raw -4925372.664255 + Penalty 5164.794515 = -4920207.869740
  nChanged 230
		SP:Iteration 76Q (151874.550000 sec): 3 clusters
  Score: Raw -4925450.245250 + Penalty 5164.794515 = -4920285.450735
  nChanged 188
		SP:Iteration 77Q (151874.940000 sec): 3 clusters
  Score: Raw -4925519.586017 + Penalty 5164.794515 = -4920354.791502
  nChanged 177
		SP:Iteration 78Q (151875.340000 sec): 3 clusters
  Score: Raw -4925585.861546 + Penalty 5164.794515 = -4920421.067031
  nChanged 157
		SP:Iteration 79Q (151875.700000 sec): 3 clusters
  Score: Raw -4925643.420205 + Penalty 5164.794515 = -4920478.625690
  nChanged 120
		SP:Iteration 80F (151876.130000 sec): 3 clusters
  Score: Raw -4925684.360491 + Penalty 5164.794515 = -4920519.565976
  nChanged 97
		SP:Iteration 81Q (151876.530000 sec): 3 clusters
  Score: Raw -4925715.296932 + Penalty 5164.794515 = -4920550.502417
  nChanged 83
		SP:Iteration 82Q (151876.960000 sec): 3 clusters
  Score: Raw -4925739.589908 + Penalty 5164.794515 = -4920574.795393
  nChanged 71
		SP:Iteration 83Q (151877.400000 sec): 3 clusters
  Score: Raw -4925757.105131 + Penalty 5164.794515 = -4920592.310617
  nChanged 54
		SP:Iteration 84Q (151877.800000 sec): 3 clusters
  Score: Raw -4925769.672768 + Penalty 5164.794515 = -4920604.878253
  nChanged 51
		SP:Iteration 85Q (151878.220000 sec): 3 clusters
  Score: Raw -4925781.640610 + Penalty 5164.794515 = -4920616.846095
  nChanged 46
		SP:Iteration 86Q (151878.630000 sec): 3 clusters
  Score: Raw -4925792.249324 + Penalty 5164.794515 = -4920627.454809
  nChanged 29
		SP:Iteration 87Q (151878.970000 sec): 3 clusters
  Score: Raw -4925798.523050 + Penalty 5164.794515 = -4920633.728535
  nChanged 31
		SP:Iteration 88Q (151879.400000 sec): 3 clusters
  Score: Raw -4925804.994935 + Penalty 5164.794515 = -4920640.200420
  nChanged 24
		SP:Iteration 89Q (151879.790000 sec): 3 clusters
  Score: Raw -4925810.673083 + Penalty 5164.794515 = -4920645.878568
  nChanged 29
		SP:Iteration 90Q (151880.210000 sec): 3 clusters
  Score: Raw -4925818.098430 + Penalty 5164.794515 = -4920653.303915
  nChanged 25
		SP:Iteration 91Q (151880.610000 sec): 3 clusters
  Score: Raw -4925823.622910 + Penalty 5164.794515 = -4920658.828395
  nChanged 22
		SP:Iteration 92Q (151881.000000 sec): 3 clusters
  Score: Raw -4925828.205905 + Penalty 5164.794515 = -4920663.411390
  nChanged 17
		SP:Iteration 93Q (151881.430000 sec): 3 clusters
  Score: Raw -4925831.134789 + Penalty 5164.794515 = -4920666.340274
  nChanged 12
		SP:Iteration 94Q (151881.850000 sec): 3 clusters
  Score: Raw -4925833.654249 + Penalty 5164.794515 = -4920668.859735
  nChanged 12
		SP:Iteration 95Q (151882.270000 sec): 3 clusters
  Score: Raw -4925836.265559 + Penalty 5164.794515 = -4920671.471044
  nChanged 15
		SP:Iteration 96Q (151882.640000 sec): 3 clusters
  Score: Raw -4925839.855635 + Penalty 5164.794515 = -4920675.061120
  nChanged 14
		SP:Iteration 97Q (151883.040000 sec): 3 clusters
  Score: Raw -4925843.034499 + Penalty 5164.794515 = -4920678.239984
  nChanged 17
		SP:Iteration 98Q (151883.420000 sec): 3 clusters
  Score: Raw -4925845.908273 + Penalty 5164.794515 = -4920681.113758
  nChanged 9
		SP:Iteration 99Q (151883.750000 sec): 3 clusters
  Score: Raw -4925847.671787 + Penalty 5164.794515 = -4920682.877272
  nChanged 6
		SP:Iteration 100F (151884.150000 sec): 3 clusters
  Score: Raw -4925849.210640 + Penalty 5164.794515 = -4920684.416125
  nChanged 13
		SP:Iteration 101Q (151884.530000 sec): 3 clusters
  Score: Raw -4925852.338256 + Penalty 5164.794515 = -4920687.543741
  nChanged 8
		SP:Iteration 102Q (151884.880000 sec): 3 clusters
  Score: Raw -4925853.592013 + Penalty 5164.794515 = -4920688.797498
  nChanged 2
		SP:Iteration 103Q (151885.300000 sec): 3 clusters
  Score: Raw -4925853.888010 + Penalty 5164.794515 = -4920689.093495
  nChanged 3
		SP:Iteration 104Q (151885.700000 sec): 3 clusters
  Score: Raw -4925854.236141 + Penalty 5164.794515 = -4920689.441626
  nChanged 2
		SP:Iteration 105Q (151886.130000 sec): 3 clusters
  Score: Raw -4925854.488291 + Penalty 5164.794515 = -4920689.693776
  nChanged 3
		SP:Iteration 106Q (151886.510000 sec): 3 clusters
  Score: Raw -4925854.785315 + Penalty 5164.794515 = -4920689.990800
  nChanged 2
		SP:Iteration 107Q (151886.880000 sec): 3 clusters
  Score: Raw -4925855.136930 + Penalty 5164.794515 = -4920690.342415
  nChanged 0
		SP:Iteration 108F (151887.230000 sec): 3 clusters
  Score: Raw -4925855.136930 + Penalty 5164.794515 = -4920690.342415
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 42 (3047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151887.380000 sec): 2 clusters
  Score: Raw -466818.866118 + Penalty 1989.434369 = -464829.431749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151887.580000 sec): 3 clusters
  Score: Raw -465502.295567 + Penalty 3978.868738 = -461523.426829
  nChanged 1107
		SP:Iteration 1F (151887.710000 sec): 3 clusters
  Score: Raw -466176.403680 + Penalty 3978.868738 = -462197.534941
  nChanged 241
		SP:Iteration 2F (151887.850000 sec): 3 clusters
  Score: Raw -466371.945069 + Penalty 3978.868738 = -462393.076330
  nChanged 185
		SP:Iteration 3F (151888.030000 sec): 3 clusters
  Score: Raw -466529.014072 + Penalty 3978.868738 = -462550.145334
  nChanged 149
		SP:Iteration 4Q (151888.180000 sec): 3 clusters
  Score: Raw -466645.602480 + Penalty 3978.868738 = -462666.733742
  nChanged 135
		SP:Iteration 5Q (151888.330000 sec): 3 clusters
  Score: Raw -466780.059929 + Penalty 3978.868738 = -462801.191191
  nChanged 121
		SP:Iteration 6Q (151888.470000 sec): 3 clusters
  Score: Raw -466910.103570 + Penalty 3978.868738 = -462931.234832
  nChanged 115
		SP:Iteration 7Q (151888.610000 sec): 3 clusters
  Score: Raw -467038.761618 + Penalty 3978.868738 = -463059.892879
  nChanged 113
		SP:Iteration 8Q (151888.810000 sec): 3 clusters
  Score: Raw -467186.083136 + Penalty 3978.868738 = -463207.214397
  nChanged 109
		SP:Iteration 9Q (151888.930000 sec): 3 clusters
  Score: Raw -467293.023846 + Penalty 3978.868738 = -463314.155108
  nChanged 89
		SP:Iteration 10Q (151889.040000 sec): 3 clusters
  Score: Raw -467368.831702 + Penalty 3978.868738 = -463389.962963
  nChanged 66
		SP:Iteration 11Q (151889.180000 sec): 3 clusters
  Score: Raw -467436.483310 + Penalty 3978.868738 = -463457.614572
  nChanged 62
		SP:Iteration 12Q (151889.330000 sec): 3 clusters
  Score: Raw -467499.595551 + Penalty 3978.868738 = -463520.726813
  nChanged 55
		SP:Iteration 13Q (151889.470000 sec): 3 clusters
  Score: Raw -467542.653860 + Penalty 3978.868738 = -463563.785121
  nChanged 44
		SP:Iteration 14Q (151889.620000 sec): 3 clusters
  Score: Raw -467575.322981 + Penalty 3978.868738 = -463596.454243
  nChanged 41
		SP:Iteration 15Q (151889.760000 sec): 3 clusters
  Score: Raw -467608.445386 + Penalty 3978.868738 = -463629.576648
  nChanged 42
		SP:Iteration 16Q (151889.900000 sec): 3 clusters
  Score: Raw -467640.661167 + Penalty 3978.868738 = -463661.792429
  nChanged 33
		SP:Iteration 17Q (151890.050000 sec): 3 clusters
  Score: Raw -467661.927238 + Penalty 3978.868738 = -463683.058499
  nChanged 23
		SP:Iteration 18Q (151890.230000 sec): 3 clusters
  Score: Raw -467677.018225 + Penalty 3978.868738 = -463698.149486
  nChanged 23
		SP:Iteration 19Q (151890.350000 sec): 3 clusters
  Score: Raw -467689.789818 + Penalty 3978.868738 = -463710.921079
  nChanged 21
		SP:Iteration 20F (151890.550000 sec): 3 clusters
  Score: Raw -467702.136779 + Penalty 3978.868738 = -463723.268040
  nChanged 18
		SP:Iteration 21Q (151890.710000 sec): 3 clusters
  Score: Raw -467716.902567 + Penalty 3978.868738 = -463738.033829
  nChanged 20
		SP:Iteration 22Q (151890.880000 sec): 3 clusters
  Score: Raw -467731.580405 + Penalty 3978.868738 = -463752.711667
  nChanged 14
		SP:Iteration 23Q (151891.060000 sec): 3 clusters
  Score: Raw -467739.339710 + Penalty 3978.868738 = -463760.470972
  nChanged 13
		SP:Iteration 24Q (151891.220000 sec): 3 clusters
  Score: Raw -467748.837234 + Penalty 3978.868738 = -463769.968496
  nChanged 20
		SP:Iteration 25Q (151891.360000 sec): 3 clusters
  Score: Raw -467759.585492 + Penalty 3978.868738 = -463780.716754
  nChanged 26
		SP:Iteration 26Q (151891.510000 sec): 3 clusters
  Score: Raw -467772.216601 + Penalty 3978.868738 = -463793.347862
  nChanged 15
		SP:Iteration 27Q (151891.660000 sec): 3 clusters
  Score: Raw -467779.347072 + Penalty 3978.868738 = -463800.478334
  nChanged 7
		SP:Iteration 28Q (151891.810000 sec): 3 clusters
  Score: Raw -467783.276782 + Penalty 3978.868738 = -463804.408044
  nChanged 10
		SP:Iteration 29Q (151892.020000 sec): 3 clusters
  Score: Raw -467790.491932 + Penalty 3978.868738 = -463811.623193
  nChanged 8
		SP:Iteration 30Q (151892.180000 sec): 3 clusters
  Score: Raw -467794.793296 + Penalty 3978.868738 = -463815.924557
  nChanged 6
		SP:Iteration 31Q (151892.360000 sec): 3 clusters
  Score: Raw -467798.256977 + Penalty 3978.868738 = -463819.388238
  nChanged 8
		SP:Iteration 32Q (151892.520000 sec): 3 clusters
  Score: Raw -467805.195264 + Penalty 3978.868738 = -463826.326525
  nChanged 9
		SP:Iteration 33Q (151892.630000 sec): 3 clusters
  Score: Raw -467810.808420 + Penalty 3978.868738 = -463831.939682
  nChanged 6
		SP:Iteration 34Q (151892.780000 sec): 3 clusters
  Score: Raw -467813.698637 + Penalty 3978.868738 = -463834.829898
  nChanged 3
		SP:Iteration 35Q (151892.960000 sec): 3 clusters
  Score: Raw -467815.289138 + Penalty 3978.868738 = -463836.420400
  nChanged 3
		SP:Iteration 36Q (151893.100000 sec): 3 clusters
  Score: Raw -467817.116404 + Penalty 3978.868738 = -463838.247665
  nChanged 4
		SP:Iteration 37Q (151893.250000 sec): 3 clusters
  Score: Raw -467819.903518 + Penalty 3978.868738 = -463841.034779
  nChanged 3
		SP:Iteration 38Q (151893.400000 sec): 3 clusters
  Score: Raw -467822.197030 + Penalty 3978.868738 = -463843.328291
  nChanged 7
		SP:Iteration 39Q (151893.600000 sec): 3 clusters
  Score: Raw -467826.940761 + Penalty 3978.868738 = -463848.072022
  nChanged 6
		SP:Iteration 40F (151893.750000 sec): 3 clusters
  Score: Raw -467830.469013 + Penalty 3978.868738 = -463851.600275
  nChanged 5
		SP:Iteration 41Q (151893.950000 sec): 3 clusters
  Score: Raw -467833.506290 + Penalty 3978.868738 = -463854.637552
  nChanged 7
		SP:Iteration 42Q (151894.100000 sec): 3 clusters
  Score: Raw -467836.986278 + Penalty 3978.868738 = -463858.117540
  nChanged 4
		SP:Iteration 43Q (151894.250000 sec): 3 clusters
  Score: Raw -467837.819058 + Penalty 3978.868738 = -463858.950320
  nChanged 1
		SP:Iteration 44Q (151894.450000 sec): 3 clusters
  Score: Raw -467838.249360 + Penalty 3978.868738 = -463859.380621
  nChanged 1
		SP:Iteration 45Q (151894.640000 sec): 3 clusters
  Score: Raw -467839.330464 + Penalty 3978.868738 = -463860.461725
  nChanged 4
		SP:Iteration 46Q (151894.810000 sec): 3 clusters
  Score: Raw -467841.457811 + Penalty 3978.868738 = -463862.589072
  nChanged 3
		SP:Iteration 47Q (151894.980000 sec): 3 clusters
  Score: Raw -467842.699425 + Penalty 3978.868738 = -463863.830687
  nChanged 3
		SP:Iteration 48Q (151895.140000 sec): 3 clusters
  Score: Raw -467844.626813 + Penalty 3978.868738 = -463865.758074
  nChanged 3
		SP:Iteration 49Q (151895.300000 sec): 3 clusters
  Score: Raw -467846.392514 + Penalty 3978.868738 = -463867.523776
  nChanged 6
		SP:Iteration 50Q (151895.480000 sec): 3 clusters
  Score: Raw -467848.586483 + Penalty 3978.868738 = -463869.717744
  nChanged 1
		SP:Iteration 51Q (151895.650000 sec): 3 clusters
  Score: Raw -467848.855237 + Penalty 3978.868738 = -463869.986498
  nChanged 0
		SP:Iteration 52F (151895.760000 sec): 3 clusters
  Score: Raw -467848.855237 + Penalty 3978.868738 = -463869.986498
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 43 (22953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151896.030000 sec): 2 clusters
  Score: Raw -3595800.169065 + Penalty 2490.218574 = -3593309.950491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151896.340000 sec): 3 clusters
  Score: Raw -3582367.891846 + Penalty 4980.437147 = -3577387.454698
  nChanged 10255
		SP:Iteration 1F (151896.580000 sec): 3 clusters
  Score: Raw -3587772.102620 + Penalty 4980.437147 = -3582791.665473
  nChanged 1322
		SP:Iteration 2F (151896.940000 sec): 3 clusters
  Score: Raw -3588353.677029 + Penalty 4980.437147 = -3583373.239882
  nChanged 1276
		SP:Iteration 3F (151897.340000 sec): 3 clusters
  Score: Raw -3588939.811887 + Penalty 4980.437147 = -3583959.374740
  nChanged 1285
		SP:Iteration 4F (151897.700000 sec): 3 clusters
  Score: Raw -3589590.442011 + Penalty 4980.437147 = -3584610.004864
  nChanged 1378
		SP:Iteration 5F (151898.080000 sec): 3 clusters
  Score: Raw -3590417.104060 + Penalty 4980.437147 = -3585436.666912
  nChanged 1525
		SP:Iteration 6F (151898.420000 sec): 3 clusters
  Score: Raw -3591490.445319 + Penalty 4980.437147 = -3586510.008172
  nChanged 1587
		SP:Iteration 7F (151898.750000 sec): 3 clusters
  Score: Raw -3592745.864641 + Penalty 4980.437147 = -3587765.427494
  nChanged 1550
		SP:Iteration 8F (151899.080000 sec): 3 clusters
  Score: Raw -3593983.040312 + Penalty 4980.437147 = -3589002.603164
  nChanged 1257
		SP:Iteration 9F (151899.410000 sec): 3 clusters
  Score: Raw -3594883.654827 + Penalty 4980.437147 = -3589903.217680
  nChanged 892
		SP:Iteration 10Q (151899.760000 sec): 3 clusters
  Score: Raw -3595443.037552 + Penalty 4980.437147 = -3590462.600405
  nChanged 656
		SP:Iteration 11Q (151900.080000 sec): 3 clusters
  Score: Raw -3595814.133050 + Penalty 4980.437147 = -3590833.695903
  nChanged 448
		SP:Iteration 12Q (151900.430000 sec): 3 clusters
  Score: Raw -3596032.663322 + Penalty 4980.437147 = -3591052.226175
  nChanged 281
		SP:Iteration 13Q (151900.740000 sec): 3 clusters
  Score: Raw -3596143.779418 + Penalty 4980.437147 = -3591163.342271
  nChanged 187
		SP:Iteration 14Q (151901.070000 sec): 3 clusters
  Score: Raw -3596214.747101 + Penalty 4980.437147 = -3591234.309954
  nChanged 133
		SP:Iteration 15Q (151901.390000 sec): 3 clusters
  Score: Raw -3596260.495733 + Penalty 4980.437147 = -3591280.058586
  nChanged 98
		SP:Iteration 16Q (151901.700000 sec): 3 clusters
  Score: Raw -3596297.707418 + Penalty 4980.437147 = -3591317.270270
  nChanged 67
		SP:Iteration 17Q (151901.990000 sec): 3 clusters
  Score: Raw -3596320.185108 + Penalty 4980.437147 = -3591339.747961
  nChanged 45
		SP:Iteration 18Q (151902.310000 sec): 3 clusters
  Score: Raw -3596335.666002 + Penalty 4980.437147 = -3591355.228854
  nChanged 37
		SP:Iteration 19Q (151902.660000 sec): 3 clusters
  Score: Raw -3596347.179869 + Penalty 4980.437147 = -3591366.742722
  nChanged 29
		SP:Iteration 20F (151902.990000 sec): 3 clusters
  Score: Raw -3596356.043792 + Penalty 4980.437147 = -3591375.606645
  nChanged 26
		SP:Iteration 21Q (151903.460000 sec): 3 clusters
  Score: Raw -3596364.932403 + Penalty 4980.437147 = -3591384.495255
  nChanged 26
		SP:Iteration 22Q (151903.830000 sec): 3 clusters
  Score: Raw -3596373.633660 + Penalty 4980.437147 = -3591393.196513
  nChanged 29
		SP:Iteration 23Q (151904.180000 sec): 3 clusters
  Score: Raw -3596384.367409 + Penalty 4980.437147 = -3591403.930262
  nChanged 17
		SP:Iteration 24Q (151904.510000 sec): 3 clusters
  Score: Raw -3596389.734074 + Penalty 4980.437147 = -3591409.296927
  nChanged 22
		SP:Iteration 25Q (151904.800000 sec): 3 clusters
  Score: Raw -3596398.060886 + Penalty 4980.437147 = -3591417.623739
  nChanged 29
		SP:Iteration 26Q (151905.140000 sec): 3 clusters
  Score: Raw -3596406.618272 + Penalty 4980.437147 = -3591426.181125
  nChanged 11
		SP:Iteration 27Q (151905.510000 sec): 3 clusters
  Score: Raw -3596409.711779 + Penalty 4980.437147 = -3591429.274632
  nChanged 9
		SP:Iteration 28Q (151905.860000 sec): 3 clusters
  Score: Raw -3596412.511014 + Penalty 4980.437147 = -3591432.073867
  nChanged 12
		SP:Iteration 29Q (151906.250000 sec): 3 clusters
  Score: Raw -3596416.220636 + Penalty 4980.437147 = -3591435.783489
  nChanged 11
		SP:Iteration 30Q (151906.650000 sec): 3 clusters
  Score: Raw -3596419.260337 + Penalty 4980.437147 = -3591438.823190
  nChanged 11
		SP:Iteration 31Q (151907.040000 sec): 3 clusters
  Score: Raw -3596421.565980 + Penalty 4980.437147 = -3591441.128832
  nChanged 8
		SP:Iteration 32Q (151907.350000 sec): 3 clusters
  Score: Raw -3596424.274797 + Penalty 4980.437147 = -3591443.837650
  nChanged 10
		SP:Iteration 33Q (151907.770000 sec): 3 clusters
  Score: Raw -3596427.726663 + Penalty 4980.437147 = -3591447.289516
  nChanged 8
		SP:Iteration 34Q (151908.160000 sec): 3 clusters
  Score: Raw -3596430.040246 + Penalty 4980.437147 = -3591449.603099
  nChanged 7
		SP:Iteration 35Q (151908.490000 sec): 3 clusters
  Score: Raw -3596432.335812 + Penalty 4980.437147 = -3591451.898665
  nChanged 8
		SP:Iteration 36Q (151908.810000 sec): 3 clusters
  Score: Raw -3596434.436059 + Penalty 4980.437147 = -3591453.998911
  nChanged 8
		SP:Iteration 37Q (151909.230000 sec): 3 clusters
  Score: Raw -3596436.397761 + Penalty 4980.437147 = -3591455.960613
  nChanged 6
		SP:Iteration 38Q (151909.590000 sec): 3 clusters
  Score: Raw -3596438.837777 + Penalty 4980.437147 = -3591458.400630
  nChanged 11
		SP:Iteration 39Q (151909.940000 sec): 3 clusters
  Score: Raw -3596441.988519 + Penalty 4980.437147 = -3591461.551371
  nChanged 8
		SP:Iteration 40F (151910.350000 sec): 3 clusters
  Score: Raw -3596444.703550 + Penalty 4980.437147 = -3591464.266403
  nChanged 11
		SP:Iteration 41Q (151910.700000 sec): 3 clusters
  Score: Raw -3596448.877875 + Penalty 4980.437147 = -3591468.440727
  nChanged 9
		SP:Iteration 42Q (151911.070000 sec): 3 clusters
  Score: Raw -3596451.979055 + Penalty 4980.437147 = -3591471.541908
  nChanged 9
		SP:Iteration 43Q (151911.500000 sec): 3 clusters
  Score: Raw -3596454.527370 + Penalty 4980.437147 = -3591474.090223
  nChanged 7
		SP:Iteration 44Q (151911.870000 sec): 3 clusters
  Score: Raw -3596456.759700 + Penalty 4980.437147 = -3591476.322553
  nChanged 5
		SP:Iteration 45Q (151912.250000 sec): 3 clusters
  Score: Raw -3596458.485553 + Penalty 4980.437147 = -3591478.048405
  nChanged 8
		SP:Iteration 46Q (151912.650000 sec): 3 clusters
  Score: Raw -3596461.185810 + Penalty 4980.437147 = -3591480.748662
  nChanged 7
		SP:Iteration 47Q (151913.090000 sec): 3 clusters
  Score: Raw -3596463.637943 + Penalty 4980.437147 = -3591483.200795
  nChanged 3
		SP:Iteration 48Q (151913.530000 sec): 3 clusters
  Score: Raw -3596464.743128 + Penalty 4980.437147 = -3591484.305980
  nChanged 5
		SP:Iteration 49Q (151913.910000 sec): 3 clusters
  Score: Raw -3596466.317051 + Penalty 4980.437147 = -3591485.879904
  nChanged 2
		SP:Iteration 50Q (151914.240000 sec): 3 clusters
  Score: Raw -3596467.202489 + Penalty 4980.437147 = -3591486.765342
  nChanged 5
		SP:Iteration 51Q (151914.600000 sec): 3 clusters
  Score: Raw -3596468.811564 + Penalty 4980.437147 = -3591488.374417
  nChanged 6
		SP:Iteration 52Q (151914.890000 sec): 3 clusters
  Score: Raw -3596470.196765 + Penalty 4980.437147 = -3591489.759617
  nChanged 2
		SP:Iteration 53Q (151915.210000 sec): 3 clusters
  Score: Raw -3596470.687953 + Penalty 4980.437147 = -3591490.250805
  nChanged 1
		SP:Iteration 54Q (151915.590000 sec): 3 clusters
  Score: Raw -3596470.865713 + Penalty 4980.437147 = -3591490.428565
  nChanged 1
		SP:Iteration 55Q (151915.890000 sec): 3 clusters
  Score: Raw -3596471.133018 + Penalty 4980.437147 = -3591490.695871
  nChanged 2
		SP:Iteration 56Q (151916.230000 sec): 3 clusters
  Score: Raw -3596471.527683 + Penalty 4980.437147 = -3591491.090536
  nChanged 4
		SP:Iteration 57Q (151916.610000 sec): 3 clusters
  Score: Raw -3596472.663567 + Penalty 4980.437147 = -3591492.226420
  nChanged 2
		SP:Iteration 58Q (151916.980000 sec): 3 clusters
  Score: Raw -3596472.953017 + Penalty 4980.437147 = -3591492.515870
  nChanged 1
		SP:Iteration 59Q (151917.290000 sec): 3 clusters
  Score: Raw -3596473.208168 + Penalty 4980.437147 = -3591492.771021
  nChanged 1
		SP:Iteration 60F (151917.590000 sec): 3 clusters
  Score: Raw -3596473.663530 + Penalty 4980.437147 = -3591493.226382
  nChanged 1
		SP:Iteration 61Q (151917.930000 sec): 3 clusters
  Score: Raw -3596474.077884 + Penalty 4980.437147 = -3591493.640737
  nChanged 0
		SP:Iteration 62F (151918.260000 sec): 3 clusters
  Score: Raw -3596474.077884 + Penalty 4980.437147 = -3591493.640737
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 44 (61334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151918.690000 sec): 2 clusters
  Score: Raw -9403520.970969 + Penalty 2733.974225 = -9400786.996744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151919.370000 sec): 3 clusters
  Score: Raw -9364946.284004 + Penalty 5467.948450 = -9359478.335554
  nChanged 28610
		SP:Iteration 1F (151919.990000 sec): 3 clusters
  Score: Raw -9381592.395918 + Penalty 5467.948450 = -9376124.447467
  nChanged 3052
		SP:Iteration 2Q (151920.670000 sec): 3 clusters
  Score: Raw -9382834.405619 + Penalty 5467.948450 = -9377366.457169
  nChanged 3200
		SP:Iteration 3F (151921.370000 sec): 3 clusters
  Score: Raw -9384283.395335 + Penalty 5467.948450 = -9378815.446884
  nChanged 3374
		SP:Iteration 4F (151922.000000 sec): 3 clusters
  Score: Raw -9385961.001778 + Penalty 5467.948450 = -9380493.053328
  nChanged 3445
		SP:Iteration 5F (151922.680000 sec): 3 clusters
  Score: Raw -9387892.546260 + Penalty 5467.948450 = -9382424.597810
  nChanged 3532
		SP:Iteration 6F (151923.340000 sec): 3 clusters
  Score: Raw -9390012.106912 + Penalty 5467.948450 = -9384544.158462
  nChanged 3495
		SP:Iteration 7F (151924.040000 sec): 3 clusters
  Score: Raw -9392099.509795 + Penalty 5467.948450 = -9386631.561345
  nChanged 3120
		SP:Iteration 8F (151924.720000 sec): 3 clusters
  Score: Raw -9393851.774546 + Penalty 5467.948450 = -9388383.826096
  nChanged 2661
		SP:Iteration 9Q (151925.400000 sec): 3 clusters
  Score: Raw -9395264.936242 + Penalty 5467.948450 = -9389796.987792
  nChanged 2195
		SP:Iteration 10Q (151926.100000 sec): 3 clusters
  Score: Raw -9396241.071786 + Penalty 5467.948450 = -9390773.123336
  nChanged 1653
		SP:Iteration 11Q (151926.760000 sec): 3 clusters
  Score: Raw -9396831.049348 + Penalty 5467.948450 = -9391363.100898
  nChanged 1247
		SP:Iteration 12Q (151927.450000 sec): 3 clusters
  Score: Raw -9397173.444842 + Penalty 5467.948450 = -9391705.496392
  nChanged 906
		SP:Iteration 13Q (151928.000000 sec): 3 clusters
  Score: Raw -9397388.789321 + Penalty 5467.948450 = -9391920.840870
  nChanged 713
		SP:Iteration 14Q (151928.650000 sec): 3 clusters
  Score: Raw -9397549.231841 + Penalty 5467.948450 = -9392081.283391
  nChanged 665
		SP:Iteration 15Q (151929.330000 sec): 3 clusters
  Score: Raw -9397703.496795 + Penalty 5467.948450 = -9392235.548345
  nChanged 635
		SP:Iteration 16Q (151929.980000 sec): 3 clusters
  Score: Raw -9397841.230084 + Penalty 5467.948450 = -9392373.281634
  nChanged 598
		SP:Iteration 17Q (151930.630000 sec): 3 clusters
  Score: Raw -9397973.613146 + Penalty 5467.948450 = -9392505.664695
  nChanged 602
		SP:Iteration 18Q (151931.260000 sec): 3 clusters
  Score: Raw -9398115.594962 + Penalty 5467.948450 = -9392647.646512
  nChanged 631
		SP:Iteration 19Q (151931.990000 sec): 3 clusters
  Score: Raw -9398264.881419 + Penalty 5467.948450 = -9392796.932968
  nChanged 675
		SP:Iteration 20F (151932.700000 sec): 3 clusters
  Score: Raw -9398431.343202 + Penalty 5467.948450 = -9392963.394752
  nChanged 663
		SP:Iteration 21Q (151933.270000 sec): 3 clusters
  Score: Raw -9398588.194943 + Penalty 5467.948450 = -9393120.246493
  nChanged 636
		SP:Iteration 22Q (151934.000000 sec): 3 clusters
  Score: Raw -9398743.930181 + Penalty 5467.948450 = -9393275.981730
  nChanged 633
		SP:Iteration 23Q (151934.640000 sec): 3 clusters
  Score: Raw -9398898.612949 + Penalty 5467.948450 = -9393430.664499
  nChanged 610
		SP:Iteration 24Q (151935.320000 sec): 3 clusters
  Score: Raw -9399040.920770 + Penalty 5467.948450 = -9393572.972320
  nChanged 629
		SP:Iteration 25Q (151935.970000 sec): 3 clusters
  Score: Raw -9399196.048365 + Penalty 5467.948450 = -9393728.099915
  nChanged 640
		SP:Iteration 26Q (151936.600000 sec): 3 clusters
  Score: Raw -9399354.509936 + Penalty 5467.948450 = -9393886.561485
  nChanged 666
		SP:Iteration 27Q (151937.300000 sec): 3 clusters
  Score: Raw -9399523.044096 + Penalty 5467.948450 = -9394055.095646
  nChanged 677
		SP:Iteration 28Q (151937.930000 sec): 3 clusters
  Score: Raw -9399703.946936 + Penalty 5467.948450 = -9394235.998486
  nChanged 735
		SP:Iteration 29Q (151938.630000 sec): 3 clusters
  Score: Raw -9399928.857747 + Penalty 5467.948450 = -9394460.909296
  nChanged 758
		SP:Iteration 30Q (151939.330000 sec): 3 clusters
  Score: Raw -9400171.187459 + Penalty 5467.948450 = -9394703.239009
  nChanged 735
		SP:Iteration 31Q (151939.990000 sec): 3 clusters
  Score: Raw -9400402.787439 + Penalty 5467.948450 = -9394934.838989
  nChanged 718
		SP:Iteration 32Q (151940.630000 sec): 3 clusters
  Score: Raw -9400648.236540 + Penalty 5467.948450 = -9395180.288090
  nChanged 746
		SP:Iteration 33Q (151941.210000 sec): 3 clusters
  Score: Raw -9400921.252511 + Penalty 5467.948450 = -9395453.304061
  nChanged 707
		SP:Iteration 34Q (151941.800000 sec): 3 clusters
  Score: Raw -9401175.228250 + Penalty 5467.948450 = -9395707.279800
  nChanged 684
		SP:Iteration 35Q (151942.420000 sec): 3 clusters
  Score: Raw -9401428.437341 + Penalty 5467.948450 = -9395960.488891
  nChanged 630
		SP:Iteration 36Q (151943.030000 sec): 3 clusters
  Score: Raw -9401653.399068 + Penalty 5467.948450 = -9396185.450618
  nChanged 591
		SP:Iteration 37Q (151943.650000 sec): 3 clusters
  Score: Raw -9401870.226787 + Penalty 5467.948450 = -9396402.278336
  nChanged 578
		SP:Iteration 38Q (151944.180000 sec): 3 clusters
  Score: Raw -9402081.610435 + Penalty 5467.948450 = -9396613.661985
  nChanged 547
		SP:Iteration 39Q (151944.810000 sec): 3 clusters
  Score: Raw -9402296.951957 + Penalty 5467.948450 = -9396829.003506
  nChanged 571
		SP:Iteration 40F (151945.510000 sec): 3 clusters
  Score: Raw -9402538.330063 + Penalty 5467.948450 = -9397070.381612
  nChanged 534
		SP:Iteration 41Q (151946.150000 sec): 3 clusters
  Score: Raw -9402767.623352 + Penalty 5467.948450 = -9397299.674902
  nChanged 496
		SP:Iteration 42Q (151946.770000 sec): 3 clusters
  Score: Raw -9402978.981308 + Penalty 5467.948450 = -9397511.032857
  nChanged 457
		SP:Iteration 43Q (151947.390000 sec): 3 clusters
  Score: Raw -9403170.171425 + Penalty 5467.948450 = -9397702.222975
  nChanged 415
		SP:Iteration 44Q (151947.910000 sec): 3 clusters
  Score: Raw -9403354.669204 + Penalty 5467.948450 = -9397886.720754
  nChanged 365
		SP:Iteration 45Q (151948.490000 sec): 3 clusters
  Score: Raw -9403508.513238 + Penalty 5467.948450 = -9398040.564788
  nChanged 297
		SP:Iteration 46Q (151948.990000 sec): 3 clusters
  Score: Raw -9403636.492009 + Penalty 5467.948450 = -9398168.543559
  nChanged 275
		SP:Iteration 47Q (151949.530000 sec): 3 clusters
  Score: Raw -9403745.921916 + Penalty 5467.948450 = -9398277.973465
  nChanged 235
		SP:Iteration 48Q (151950.030000 sec): 3 clusters
  Score: Raw -9403836.914543 + Penalty 5467.948450 = -9398368.966093
  nChanged 201
		SP:Iteration 49Q (151950.580000 sec): 3 clusters
  Score: Raw -9403918.433367 + Penalty 5467.948450 = -9398450.484917
  nChanged 193
		SP:Iteration 50Q (151951.150000 sec): 3 clusters
  Score: Raw -9403995.556177 + Penalty 5467.948450 = -9398527.607727
  nChanged 148
		SP:Iteration 51Q (151951.800000 sec): 3 clusters
  Score: Raw -9404055.011526 + Penalty 5467.948450 = -9398587.063076
  nChanged 142
		SP:Iteration 52Q (151952.370000 sec): 3 clusters
  Score: Raw -9404111.046641 + Penalty 5467.948450 = -9398643.098191
  nChanged 117
		SP:Iteration 53Q (151952.920000 sec): 3 clusters
  Score: Raw -9404156.826729 + Penalty 5467.948450 = -9398688.878279
  nChanged 105
		SP:Iteration 54Q (151953.550000 sec): 3 clusters
  Score: Raw -9404199.087142 + Penalty 5467.948450 = -9398731.138691
  nChanged 95
		SP:Iteration 55Q (151954.150000 sec): 3 clusters
  Score: Raw -9404236.771886 + Penalty 5467.948450 = -9398768.823436
  nChanged 84
		SP:Iteration 56Q (151954.750000 sec): 3 clusters
  Score: Raw -9404267.313562 + Penalty 5467.948450 = -9398799.365112
  nChanged 74
		SP:Iteration 57Q (151955.320000 sec): 3 clusters
  Score: Raw -9404296.175867 + Penalty 5467.948450 = -9398828.227416
  nChanged 62
		SP:Iteration 58Q (151955.930000 sec): 3 clusters
  Score: Raw -9404317.514616 + Penalty 5467.948450 = -9398849.566166
  nChanged 68
		SP:Iteration 59Q (151956.560000 sec): 3 clusters
  Score: Raw -9404341.591817 + Penalty 5467.948450 = -9398873.643367
  nChanged 56
		SP:Iteration 60F (151957.220000 sec): 3 clusters
  Score: Raw -9404358.807362 + Penalty 5467.948450 = -9398890.858912
  nChanged 49
		SP:Iteration 61Q (151957.710000 sec): 3 clusters
  Score: Raw -9404374.515465 + Penalty 5467.948450 = -9398906.567015
  nChanged 32
		SP:Iteration 62Q (151958.280000 sec): 3 clusters
  Score: Raw -9404384.528483 + Penalty 5467.948450 = -9398916.580033
  nChanged 33
		SP:Iteration 63Q (151958.840000 sec): 3 clusters
  Score: Raw -9404395.028704 + Penalty 5467.948450 = -9398927.080254
  nChanged 29
		SP:Iteration 64Q (151959.330000 sec): 3 clusters
  Score: Raw -9404404.786925 + Penalty 5467.948450 = -9398936.838475
  nChanged 26
		SP:Iteration 65Q (151959.840000 sec): 3 clusters
  Score: Raw -9404413.531152 + Penalty 5467.948450 = -9398945.582702
  nChanged 21
		SP:Iteration 66Q (151960.390000 sec): 3 clusters
  Score: Raw -9404420.173951 + Penalty 5467.948450 = -9398952.225501
  nChanged 19
		SP:Iteration 67Q (151960.970000 sec): 3 clusters
  Score: Raw -9404426.229350 + Penalty 5467.948450 = -9398958.280900
  nChanged 14
		SP:Iteration 68Q (151961.520000 sec): 3 clusters
  Score: Raw -9404429.891433 + Penalty 5467.948450 = -9398961.942983
  nChanged 13
		SP:Iteration 69Q (151962.090000 sec): 3 clusters
  Score: Raw -9404433.285775 + Penalty 5467.948450 = -9398965.337325
  nChanged 14
		SP:Iteration 70Q (151962.660000 sec): 3 clusters
  Score: Raw -9404438.566895 + Penalty 5467.948450 = -9398970.618445
  nChanged 17
		SP:Iteration 71Q (151963.230000 sec): 3 clusters
  Score: Raw -9404443.220138 + Penalty 5467.948450 = -9398975.271687
  nChanged 6
		SP:Iteration 72Q (151963.800000 sec): 3 clusters
  Score: Raw -9404445.003308 + Penalty 5467.948450 = -9398977.054857
  nChanged 11
		SP:Iteration 73Q (151964.300000 sec): 3 clusters
  Score: Raw -9404449.153418 + Penalty 5467.948450 = -9398981.204967
  nChanged 14
		SP:Iteration 74Q (151964.910000 sec): 3 clusters
  Score: Raw -9404453.429030 + Penalty 5467.948450 = -9398985.480580
  nChanged 11
		SP:Iteration 75Q (151965.450000 sec): 3 clusters
  Score: Raw -9404456.845799 + Penalty 5467.948450 = -9398988.897348
  nChanged 11
		SP:Iteration 76Q (151966.010000 sec): 3 clusters
  Score: Raw -9404459.418396 + Penalty 5467.948450 = -9398991.469946
  nChanged 7
		SP:Iteration 77Q (151966.540000 sec): 3 clusters
  Score: Raw -9404461.262392 + Penalty 5467.948450 = -9398993.313942
  nChanged 8
		SP:Iteration 78Q (151967.180000 sec): 3 clusters
  Score: Raw -9404463.261628 + Penalty 5467.948450 = -9398995.313178
  nChanged 8
		SP:Iteration 79Q (151967.810000 sec): 3 clusters
  Score: Raw -9404464.770798 + Penalty 5467.948450 = -9398996.822348
  nChanged 3
		SP:Iteration 80F (151968.400000 sec): 3 clusters
  Score: Raw -9404465.512474 + Penalty 5467.948450 = -9398997.564024
  nChanged 6
		SP:Iteration 81Q (151968.970000 sec): 3 clusters
  Score: Raw -9404467.139538 + Penalty 5467.948450 = -9398999.191088
  nChanged 3
		SP:Iteration 82Q (151969.580000 sec): 3 clusters
  Score: Raw -9404468.031772 + Penalty 5467.948450 = -9399000.083322
  nChanged 4
		SP:Iteration 83Q (151970.140000 sec): 3 clusters
  Score: Raw -9404469.399058 + Penalty 5467.948450 = -9399001.450608
  nChanged 3
		SP:Iteration 84Q (151970.700000 sec): 3 clusters
  Score: Raw -9404469.867479 + Penalty 5467.948450 = -9399001.919029
  nChanged 3
		SP:Iteration 85Q (151971.230000 sec): 3 clusters
  Score: Raw -9404470.335611 + Penalty 5467.948450 = -9399002.387161
  nChanged 2
		SP:Iteration 86Q (151971.900000 sec): 3 clusters
  Score: Raw -9404470.889379 + Penalty 5467.948450 = -9399002.940929
  nChanged 0
		SP:Iteration 87F (151972.510000 sec): 3 clusters
  Score: Raw -9404470.889379 + Penalty 5467.948450 = -9399002.940929
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 45 (6906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151972.720000 sec): 2 clusters
  Score: Raw -1080005.523701 + Penalty 2192.356178 = -1077813.167524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151973.020000 sec): 3 clusters
  Score: Raw -1076555.650572 + Penalty 4384.712355 = -1072170.938217
  nChanged 2716
		SP:Iteration 1F (151973.230000 sec): 3 clusters
  Score: Raw -1078262.739773 + Penalty 4384.712355 = -1073878.027417
  nChanged 545
		SP:Iteration 2F (151973.430000 sec): 3 clusters
  Score: Raw -1078706.170094 + Penalty 4384.712355 = -1074321.457739
  nChanged 442
		SP:Iteration 3F (151973.710000 sec): 3 clusters
  Score: Raw -1079124.506071 + Penalty 4384.712355 = -1074739.793715
  nChanged 436
		SP:Iteration 4F (151973.890000 sec): 3 clusters
  Score: Raw -1079569.809920 + Penalty 4384.712355 = -1075185.097564
  nChanged 486
		SP:Iteration 5F (151974.150000 sec): 3 clusters
  Score: Raw -1080048.384086 + Penalty 4384.712355 = -1075663.671731
  nChanged 467
		SP:Iteration 6F (151974.350000 sec): 3 clusters
  Score: Raw -1080556.668366 + Penalty 4384.712355 = -1076171.956010
  nChanged 374
		SP:Iteration 7F (151974.620000 sec): 3 clusters
  Score: Raw -1080918.219057 + Penalty 4384.712355 = -1076533.506702
  nChanged 292
		SP:Iteration 8Q (151974.800000 sec): 3 clusters
  Score: Raw -1081150.155367 + Penalty 4384.712355 = -1076765.443011
  nChanged 204
		SP:Iteration 9Q (151975.060000 sec): 3 clusters
  Score: Raw -1081280.632310 + Penalty 4384.712355 = -1076895.919955
  nChanged 147
		SP:Iteration 10Q (151975.260000 sec): 3 clusters
  Score: Raw -1081360.568961 + Penalty 4384.712355 = -1076975.856605
  nChanged 103
		SP:Iteration 11Q (151975.530000 sec): 3 clusters
  Score: Raw -1081408.921021 + Penalty 4384.712355 = -1077024.208666
  nChanged 71
		SP:Iteration 12Q (151975.780000 sec): 3 clusters
  Score: Raw -1081439.731997 + Penalty 4384.712355 = -1077055.019641
  nChanged 52
		SP:Iteration 13Q (151976.050000 sec): 3 clusters
  Score: Raw -1081459.518631 + Penalty 4384.712355 = -1077074.806275
  nChanged 44
		SP:Iteration 14Q (151976.300000 sec): 3 clusters
  Score: Raw -1081472.940179 + Penalty 4384.712355 = -1077088.227823
  nChanged 32
		SP:Iteration 15Q (151976.550000 sec): 3 clusters
  Score: Raw -1081483.878024 + Penalty 4384.712355 = -1077099.165669
  nChanged 35
		SP:Iteration 16Q (151976.710000 sec): 3 clusters
  Score: Raw -1081495.468022 + Penalty 4384.712355 = -1077110.755666
  nChanged 27
		SP:Iteration 17Q (151976.980000 sec): 3 clusters
  Score: Raw -1081503.919363 + Penalty 4384.712355 = -1077119.207008
  nChanged 25
		SP:Iteration 18Q (151977.220000 sec): 3 clusters
  Score: Raw -1081510.675716 + Penalty 4384.712355 = -1077125.963361
  nChanged 21
		SP:Iteration 19Q (151977.430000 sec): 3 clusters
  Score: Raw -1081516.282606 + Penalty 4384.712355 = -1077131.570251
  nChanged 18
		SP:Iteration 20F (151977.640000 sec): 3 clusters
  Score: Raw -1081520.266110 + Penalty 4384.712355 = -1077135.553755
  nChanged 11
		SP:Iteration 21Q (151977.840000 sec): 3 clusters
  Score: Raw -1081523.234524 + Penalty 4384.712355 = -1077138.522168
  nChanged 9
		SP:Iteration 22Q (151978.030000 sec): 3 clusters
  Score: Raw -1081525.096305 + Penalty 4384.712355 = -1077140.383950
  nChanged 7
		SP:Iteration 23Q (151978.220000 sec): 3 clusters
  Score: Raw -1081526.588857 + Penalty 4384.712355 = -1077141.876502
  nChanged 3
		SP:Iteration 24Q (151978.530000 sec): 3 clusters
  Score: Raw -1081527.029670 + Penalty 4384.712355 = -1077142.317315
  nChanged 0
		SP:Iteration 25F (151978.800000 sec): 3 clusters
  Score: Raw -1081527.029670 + Penalty 4384.712355 = -1077142.317315
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 46 (3167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151978.920000 sec): 2 clusters
  Score: Raw -478937.732914 + Penalty 1999.013932 = -476938.718982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151979.110000 sec): 3 clusters
  Score: Raw -477600.195887 + Penalty 3998.027863 = -473602.168024
  nChanged 1077
		SP:Iteration 1F (151979.270000 sec): 3 clusters
  Score: Raw -478360.178904 + Penalty 3998.027863 = -474362.151040
  nChanged 234
		SP:Iteration 2F (151979.450000 sec): 3 clusters
  Score: Raw -478535.743401 + Penalty 3998.027863 = -474537.715538
  nChanged 138
		SP:Iteration 3Q (151979.630000 sec): 3 clusters
  Score: Raw -478624.032459 + Penalty 3998.027863 = -474626.004596
  nChanged 109
		SP:Iteration 4Q (151979.800000 sec): 3 clusters
  Score: Raw -478694.098888 + Penalty 3998.027863 = -474696.071024
  nChanged 86
		SP:Iteration 5Q (151979.980000 sec): 3 clusters
  Score: Raw -478749.685575 + Penalty 3998.027863 = -474751.657712
  nChanged 70
		SP:Iteration 6Q (151980.150000 sec): 3 clusters
  Score: Raw -478795.523191 + Penalty 3998.027863 = -474797.495327
  nChanged 70
		SP:Iteration 7Q (151980.330000 sec): 3 clusters
  Score: Raw -478838.242551 + Penalty 3998.027863 = -474840.214688
  nChanged 54
		SP:Iteration 8Q (151980.500000 sec): 3 clusters
  Score: Raw -478868.292065 + Penalty 3998.027863 = -474870.264202
  nChanged 45
		SP:Iteration 9Q (151980.680000 sec): 3 clusters
  Score: Raw -478896.763170 + Penalty 3998.027863 = -474898.735307
  nChanged 47
		SP:Iteration 10Q (151980.850000 sec): 3 clusters
  Score: Raw -478921.721715 + Penalty 3998.027863 = -474923.693852
  nChanged 29
		SP:Iteration 11Q (151981.030000 sec): 3 clusters
  Score: Raw -478937.509212 + Penalty 3998.027863 = -474939.481349
  nChanged 30
		SP:Iteration 12Q (151981.210000 sec): 3 clusters
  Score: Raw -478953.945870 + Penalty 3998.027863 = -474955.918007
  nChanged 28
		SP:Iteration 13Q (151981.380000 sec): 3 clusters
  Score: Raw -478967.703974 + Penalty 3998.027863 = -474969.676111
  nChanged 22
		SP:Iteration 14Q (151981.560000 sec): 3 clusters
  Score: Raw -478979.753715 + Penalty 3998.027863 = -474981.725852
  nChanged 31
		SP:Iteration 15Q (151981.730000 sec): 3 clusters
  Score: Raw -478999.679529 + Penalty 3998.027863 = -475001.651666
  nChanged 33
		SP:Iteration 16Q (151981.910000 sec): 3 clusters
  Score: Raw -479018.957497 + Penalty 3998.027863 = -475020.929634
  nChanged 26
		SP:Iteration 17Q (151982.090000 sec): 3 clusters
  Score: Raw -479034.250184 + Penalty 3998.027863 = -475036.222321
  nChanged 22
		SP:Iteration 18Q (151982.260000 sec): 3 clusters
  Score: Raw -479048.587783 + Penalty 3998.027863 = -475050.559920
  nChanged 22
		SP:Iteration 19Q (151982.430000 sec): 3 clusters
  Score: Raw -479065.067379 + Penalty 3998.027863 = -475067.039516
  nChanged 25
		SP:Iteration 20F (151982.610000 sec): 3 clusters
  Score: Raw -479080.855198 + Penalty 3998.027863 = -475082.827335
  nChanged 28
		SP:Iteration 21Q (151982.790000 sec): 3 clusters
  Score: Raw -479098.016709 + Penalty 3998.027863 = -475099.988846
  nChanged 26
		SP:Iteration 22Q (151982.960000 sec): 3 clusters
  Score: Raw -479115.086301 + Penalty 3998.027863 = -475117.058438
  nChanged 33
		SP:Iteration 23Q (151983.140000 sec): 3 clusters
  Score: Raw -479130.531243 + Penalty 3998.027863 = -475132.503380
  nChanged 28
		SP:Iteration 24Q (151983.310000 sec): 3 clusters
  Score: Raw -479151.112501 + Penalty 3998.027863 = -475153.084637
  nChanged 37
		SP:Iteration 25Q (151983.490000 sec): 3 clusters
  Score: Raw -479174.869330 + Penalty 3998.027863 = -475176.841467
  nChanged 46
		SP:Iteration 26Q (151983.670000 sec): 3 clusters
  Score: Raw -479214.824023 + Penalty 3998.027863 = -475216.796159
  nChanged 43
		SP:Iteration 27Q (151983.840000 sec): 3 clusters
  Score: Raw -479251.683917 + Penalty 3998.027863 = -475253.656054
  nChanged 44
		SP:Iteration 28Q (151984.020000 sec): 3 clusters
  Score: Raw -479288.646455 + Penalty 3998.027863 = -475290.618592
  nChanged 51
		SP:Iteration 29Q (151984.190000 sec): 3 clusters
  Score: Raw -479327.297244 + Penalty 3998.027863 = -475329.269381
  nChanged 50
		SP:Iteration 30Q (151984.370000 sec): 3 clusters
  Score: Raw -479363.237772 + Penalty 3998.027863 = -475365.209909
  nChanged 42
		SP:Iteration 31Q (151984.540000 sec): 3 clusters
  Score: Raw -479392.257999 + Penalty 3998.027863 = -475394.230136
  nChanged 27
		SP:Iteration 32Q (151984.720000 sec): 3 clusters
  Score: Raw -479411.976324 + Penalty 3998.027863 = -475413.948461
  nChanged 23
		SP:Iteration 33Q (151984.890000 sec): 3 clusters
  Score: Raw -479422.441443 + Penalty 3998.027863 = -475424.413580
  nChanged 13
		SP:Iteration 34Q (151985.070000 sec): 3 clusters
  Score: Raw -479427.552240 + Penalty 3998.027863 = -475429.524377
  nChanged 5
		SP:Iteration 35Q (151985.250000 sec): 3 clusters
  Score: Raw -479429.849733 + Penalty 3998.027863 = -475431.821870
  nChanged 7
		SP:Iteration 36Q (151985.420000 sec): 3 clusters
  Score: Raw -479433.978166 + Penalty 3998.027863 = -475435.950303
  nChanged 8
		SP:Iteration 37Q (151985.600000 sec): 3 clusters
  Score: Raw -479437.246532 + Penalty 3998.027863 = -475439.218669
  nChanged 3
		SP:Iteration 38Q (151985.770000 sec): 3 clusters
  Score: Raw -479438.944563 + Penalty 3998.027863 = -475440.916700
  nChanged 6
		SP:Iteration 39Q (151985.950000 sec): 3 clusters
  Score: Raw -479440.921766 + Penalty 3998.027863 = -475442.893903
  nChanged 5
		SP:Iteration 40F (151986.120000 sec): 3 clusters
  Score: Raw -479443.861667 + Penalty 3998.027863 = -475445.833803
  nChanged 6
		SP:Iteration 41Q (151986.300000 sec): 3 clusters
  Score: Raw -479446.229771 + Penalty 3998.027863 = -475448.201908
  nChanged 7
		SP:Iteration 42Q (151986.500000 sec): 3 clusters
  Score: Raw -479449.928433 + Penalty 3998.027863 = -475451.900569
  nChanged 6
		SP:Iteration 43Q (151986.650000 sec): 3 clusters
  Score: Raw -479452.794259 + Penalty 3998.027863 = -475454.766396
  nChanged 9
		SP:Iteration 44Q (151986.830000 sec): 3 clusters
  Score: Raw -479456.740576 + Penalty 3998.027863 = -475458.712713
  nChanged 11
		SP:Iteration 45Q (151987.000000 sec): 3 clusters
  Score: Raw -479462.003871 + Penalty 3998.027863 = -475463.976008
  nChanged 7
		SP:Iteration 46Q (151987.180000 sec): 3 clusters
  Score: Raw -479464.618145 + Penalty 3998.027863 = -475466.590282
  nChanged 4
		SP:Iteration 47Q (151987.360000 sec): 3 clusters
  Score: Raw -479466.295611 + Penalty 3998.027863 = -475468.267748
  nChanged 5
		SP:Iteration 48Q (151987.530000 sec): 3 clusters
  Score: Raw -479468.269284 + Penalty 3998.027863 = -475470.241421
  nChanged 4
		SP:Iteration 49Q (151987.700000 sec): 3 clusters
  Score: Raw -479469.728002 + Penalty 3998.027863 = -475471.700139
  nChanged 4
		SP:Iteration 50Q (151987.880000 sec): 3 clusters
  Score: Raw -479471.258574 + Penalty 3998.027863 = -475473.230711
  nChanged 7
		SP:Iteration 51Q (151988.060000 sec): 3 clusters
  Score: Raw -479473.733408 + Penalty 3998.027863 = -475475.705545
  nChanged 7
		SP:Iteration 52Q (151988.230000 sec): 3 clusters
  Score: Raw -479477.640183 + Penalty 3998.027863 = -475479.612320
  nChanged 18
		SP:Iteration 53Q (151988.410000 sec): 3 clusters
  Score: Raw -479486.852141 + Penalty 3998.027863 = -475488.824278
  nChanged 16
		SP:Iteration 54Q (151988.580000 sec): 3 clusters
  Score: Raw -479494.852856 + Penalty 3998.027863 = -475496.824993
  nChanged 16
		SP:Iteration 55Q (151988.760000 sec): 3 clusters
  Score: Raw -479503.492842 + Penalty 3998.027863 = -475505.464979
  nChanged 21
		SP:Iteration 56Q (151988.940000 sec): 3 clusters
  Score: Raw -479516.593403 + Penalty 3998.027863 = -475518.565540
  nChanged 20
		SP:Iteration 57Q (151989.110000 sec): 3 clusters
  Score: Raw -479530.851338 + Penalty 3998.027863 = -475532.823475
  nChanged 14
		SP:Iteration 58Q (151989.290000 sec): 3 clusters
  Score: Raw -479540.690247 + Penalty 3998.027863 = -475542.662384
  nChanged 15
		SP:Iteration 59Q (151989.460000 sec): 3 clusters
  Score: Raw -479550.623064 + Penalty 3998.027863 = -475552.595201
  nChanged 16
		SP:Iteration 60F (151989.640000 sec): 3 clusters
  Score: Raw -479559.951441 + Penalty 3998.027863 = -475561.923578
  nChanged 18
		SP:Iteration 61Q (151989.810000 sec): 3 clusters
  Score: Raw -479571.558828 + Penalty 3998.027863 = -475573.530964
  nChanged 15
		SP:Iteration 62Q (151989.990000 sec): 3 clusters
  Score: Raw -479579.830071 + Penalty 3998.027863 = -475581.802208
  nChanged 13
		SP:Iteration 63Q (151990.160000 sec): 3 clusters
  Score: Raw -479584.192588 + Penalty 3998.027863 = -475586.164725
  nChanged 7
		SP:Iteration 64Q (151990.340000 sec): 3 clusters
  Score: Raw -479587.974747 + Penalty 3998.027863 = -475589.946884
  nChanged 16
		SP:Iteration 65Q (151990.510000 sec): 3 clusters
  Score: Raw -479602.020333 + Penalty 3998.027863 = -475603.992470
  nChanged 17
		SP:Iteration 66Q (151990.690000 sec): 3 clusters
  Score: Raw -479613.775130 + Penalty 3998.027863 = -475615.747267
  nChanged 16
		SP:Iteration 67Q (151990.860000 sec): 3 clusters
  Score: Raw -479623.514272 + Penalty 3998.027863 = -475625.486409
  nChanged 10
		SP:Iteration 68Q (151991.040000 sec): 3 clusters
  Score: Raw -479628.287090 + Penalty 3998.027863 = -475630.259227
  nChanged 9
		SP:Iteration 69Q (151991.220000 sec): 3 clusters
  Score: Raw -479631.862238 + Penalty 3998.027863 = -475633.834375
  nChanged 10
		SP:Iteration 70Q (151991.390000 sec): 3 clusters
  Score: Raw -479637.347864 + Penalty 3998.027863 = -475639.320001
  nChanged 7
		SP:Iteration 71Q (151991.570000 sec): 3 clusters
  Score: Raw -479639.912180 + Penalty 3998.027863 = -475641.884317
  nChanged 4
		SP:Iteration 72Q (151991.740000 sec): 3 clusters
  Score: Raw -479642.176015 + Penalty 3998.027863 = -475644.148152
  nChanged 5
		SP:Iteration 73Q (151991.920000 sec): 3 clusters
  Score: Raw -479644.981412 + Penalty 3998.027863 = -475646.953548
  nChanged 6
		SP:Iteration 74Q (151992.100000 sec): 3 clusters
  Score: Raw -479647.305681 + Penalty 3998.027863 = -475649.277818
  nChanged 3
		SP:Iteration 75Q (151992.270000 sec): 3 clusters
  Score: Raw -479648.327599 + Penalty 3998.027863 = -475650.299736
  nChanged 2
		SP:Iteration 76Q (151992.470000 sec): 3 clusters
  Score: Raw -479649.128923 + Penalty 3998.027863 = -475651.101060
  nChanged 3
		SP:Iteration 77Q (151992.630000 sec): 3 clusters
  Score: Raw -479650.307045 + Penalty 3998.027863 = -475652.279182
  nChanged 2
		SP:Iteration 78Q (151992.790000 sec): 3 clusters
  Score: Raw -479651.217379 + Penalty 3998.027863 = -475653.189516
  nChanged 5
		SP:Iteration 79Q (151992.950000 sec): 3 clusters
  Score: Raw -479655.347716 + Penalty 3998.027863 = -475657.319853
  nChanged 2
		SP:Iteration 80F (151993.110000 sec): 3 clusters
  Score: Raw -479656.221449 + Penalty 3998.027863 = -475658.193585
  nChanged 3
		SP:Iteration 81Q (151993.270000 sec): 3 clusters
  Score: Raw -479657.903237 + Penalty 3998.027863 = -475659.875374
  nChanged 2
		SP:Iteration 82Q (151993.430000 sec): 3 clusters
  Score: Raw -479658.537783 + Penalty 3998.027863 = -475660.509920
  nChanged 1
		SP:Iteration 83Q (151993.590000 sec): 3 clusters
  Score: Raw -479659.298849 + Penalty 3998.027863 = -475661.270985
  nChanged 3
		SP:Iteration 84Q (151993.750000 sec): 3 clusters
  Score: Raw -479660.612402 + Penalty 3998.027863 = -475662.584539
  nChanged 4
		SP:Iteration 85Q (151993.910000 sec): 3 clusters
  Score: Raw -479662.117003 + Penalty 3998.027863 = -475664.089139
  nChanged 4
		SP:Iteration 86Q (151994.070000 sec): 3 clusters
  Score: Raw -479663.045202 + Penalty 3998.027863 = -475665.017339
  nChanged 3
		SP:Iteration 87Q (151994.230000 sec): 3 clusters
  Score: Raw -479665.381535 + Penalty 3998.027863 = -475667.353672
  nChanged 7
		SP:Iteration 88Q (151994.390000 sec): 3 clusters
  Score: Raw -479669.303295 + Penalty 3998.027863 = -475671.275432
  nChanged 7
		SP:Iteration 89Q (151994.550000 sec): 3 clusters
  Score: Raw -479672.998277 + Penalty 3998.027863 = -475674.970414
  nChanged 6
		SP:Iteration 90Q (151994.710000 sec): 3 clusters
  Score: Raw -479675.964310 + Penalty 3998.027863 = -475677.936447
  nChanged 6
		SP:Iteration 91Q (151994.870000 sec): 3 clusters
  Score: Raw -479679.305573 + Penalty 3998.027863 = -475681.277710
  nChanged 4
		SP:Iteration 92Q (151995.030000 sec): 3 clusters
  Score: Raw -479681.426933 + Penalty 3998.027863 = -475683.399070
  nChanged 6
		SP:Iteration 93Q (151995.210000 sec): 3 clusters
  Score: Raw -479684.453684 + Penalty 3998.027863 = -475686.425821
  nChanged 4
		SP:Iteration 94Q (151995.380000 sec): 3 clusters
  Score: Raw -479685.581085 + Penalty 3998.027863 = -475687.553222
  nChanged 3
		SP:Iteration 95Q (151995.560000 sec): 3 clusters
  Score: Raw -479686.546041 + Penalty 3998.027863 = -475688.518178
  nChanged 2
		SP:Iteration 96Q (151995.740000 sec): 3 clusters
  Score: Raw -479687.727908 + Penalty 3998.027863 = -475689.700045
  nChanged 3
		SP:Iteration 97Q (151995.910000 sec): 3 clusters
  Score: Raw -479689.152860 + Penalty 3998.027863 = -475691.124997
  nChanged 3
		SP:Iteration 98Q (151996.090000 sec): 3 clusters
  Score: Raw -479691.305656 + Penalty 3998.027863 = -475693.277793
  nChanged 4
		SP:Iteration 99Q (151996.260000 sec): 3 clusters
  Score: Raw -479693.638492 + Penalty 3998.027863 = -475695.610629
  nChanged 3
		SP:Iteration 100F (151996.440000 sec): 3 clusters
  Score: Raw -479694.621693 + Penalty 3998.027863 = -475696.593830
  nChanged 1
		SP:Iteration 101Q (151996.620000 sec): 3 clusters
  Score: Raw -479695.079125 + Penalty 3998.027863 = -475697.051262
  nChanged 1
		SP:Iteration 102Q (151996.790000 sec): 3 clusters
  Score: Raw -479695.212292 + Penalty 3998.027863 = -475697.184429
  nChanged 1
		SP:Iteration 103Q (151996.970000 sec): 3 clusters
  Score: Raw -479696.074767 + Penalty 3998.027863 = -475698.046904
  nChanged 1
		SP:Iteration 104Q (151997.140000 sec): 3 clusters
  Score: Raw -479696.523413 + Penalty 3998.027863 = -475698.495550
  nChanged 1
		SP:Iteration 105Q (151997.320000 sec): 3 clusters
  Score: Raw -479696.741937 + Penalty 3998.027863 = -475698.714074
  nChanged 0
		SP:Iteration 106F (151997.490000 sec): 3 clusters
  Score: Raw -479696.741937 + Penalty 3998.027863 = -475698.714074
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 47 (23476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151997.760000 sec): 2 clusters
  Score: Raw -3737027.802957 + Penalty 2495.806008 = -3734531.996950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151998.100000 sec): 3 clusters
  Score: Raw -3723295.825986 + Penalty 4991.612015 = -3718304.213971
  nChanged 10410
		SP:Iteration 1F (151998.490000 sec): 3 clusters
  Score: Raw -3729624.578483 + Penalty 4991.612015 = -3724632.966468
  nChanged 1878
		SP:Iteration 2F (151998.840000 sec): 3 clusters
  Score: Raw -3731278.517821 + Penalty 4991.612015 = -3726286.905806
  nChanged 2167
		SP:Iteration 3F (151999.180000 sec): 3 clusters
  Score: Raw -3733326.519680 + Penalty 4991.612015 = -3728334.907665
  nChanged 2058
		SP:Iteration 4F (151999.530000 sec): 3 clusters
  Score: Raw -3735287.730179 + Penalty 4991.612015 = -3730296.118164
  nChanged 1699
		SP:Iteration 5F (151999.880000 sec): 3 clusters
  Score: Raw -3736775.171957 + Penalty 4991.612015 = -3731783.559942
  nChanged 1165
		SP:Iteration 6Q (152000.280000 sec): 3 clusters
  Score: Raw -3737838.492045 + Penalty 4991.612015 = -3732846.880030
  nChanged 875
		SP:Iteration 7Q (152000.670000 sec): 3 clusters
  Score: Raw -3738524.848198 + Penalty 4991.612015 = -3733533.236183
  nChanged 589
		SP:Iteration 8Q (152001.070000 sec): 3 clusters
  Score: Raw -3738918.129816 + Penalty 4991.612015 = -3733926.517800
  nChanged 425
		SP:Iteration 9Q (152001.420000 sec): 3 clusters
  Score: Raw -3739162.181622 + Penalty 4991.612015 = -3734170.569607
  nChanged 302
		SP:Iteration 10Q (152001.820000 sec): 3 clusters
  Score: Raw -3739293.647104 + Penalty 4991.612015 = -3734302.035089
  nChanged 200
		SP:Iteration 11Q (152002.200000 sec): 3 clusters
  Score: Raw -3739364.793301 + Penalty 4991.612015 = -3734373.181285
  nChanged 166
		SP:Iteration 12Q (152002.640000 sec): 3 clusters
  Score: Raw -3739417.627624 + Penalty 4991.612015 = -3734426.015609
  nChanged 155
		SP:Iteration 13Q (152003.080000 sec): 3 clusters
  Score: Raw -3739460.716778 + Penalty 4991.612015 = -3734469.104763
  nChanged 135
		SP:Iteration 14Q (152003.530000 sec): 3 clusters
  Score: Raw -3739494.260675 + Penalty 4991.612015 = -3734502.648660
  nChanged 93
		SP:Iteration 15Q (152003.860000 sec): 3 clusters
  Score: Raw -3739516.034619 + Penalty 4991.612015 = -3734524.422604
  nChanged 91
		SP:Iteration 16Q (152004.180000 sec): 3 clusters
  Score: Raw -3739536.035964 + Penalty 4991.612015 = -3734544.423949
  nChanged 65
		SP:Iteration 17Q (152004.520000 sec): 3 clusters
  Score: Raw -3739550.829843 + Penalty 4991.612015 = -3734559.217828
  nChanged 69
		SP:Iteration 18Q (152004.820000 sec): 3 clusters
  Score: Raw -3739564.875711 + Penalty 4991.612015 = -3734573.263695
  nChanged 65
		SP:Iteration 19Q (152005.190000 sec): 3 clusters
  Score: Raw -3739581.552786 + Penalty 4991.612015 = -3734589.940770
  nChanged 59
		SP:Iteration 20F (152005.660000 sec): 3 clusters
  Score: Raw -3739594.821307 + Penalty 4991.612015 = -3734603.209292
  nChanged 52
		SP:Iteration 21Q (152005.980000 sec): 3 clusters
  Score: Raw -3739605.559094 + Penalty 4991.612015 = -3734613.947079
  nChanged 39
		SP:Iteration 22Q (152006.350000 sec): 3 clusters
  Score: Raw -3739613.499651 + Penalty 4991.612015 = -3734621.887635
  nChanged 34
		SP:Iteration 23Q (152006.730000 sec): 3 clusters
  Score: Raw -3739619.113953 + Penalty 4991.612015 = -3734627.501938
  nChanged 28
		SP:Iteration 24Q (152007.030000 sec): 3 clusters
  Score: Raw -3739624.085440 + Penalty 4991.612015 = -3734632.473425
  nChanged 21
		SP:Iteration 25Q (152007.380000 sec): 3 clusters
  Score: Raw -3739627.530813 + Penalty 4991.612015 = -3734635.918798
  nChanged 24
		SP:Iteration 26Q (152007.710000 sec): 3 clusters
  Score: Raw -3739632.322178 + Penalty 4991.612015 = -3734640.710163
  nChanged 23
		SP:Iteration 27Q (152008.050000 sec): 3 clusters
  Score: Raw -3739636.292217 + Penalty 4991.612015 = -3734644.680202
  nChanged 15
		SP:Iteration 28Q (152008.370000 sec): 3 clusters
  Score: Raw -3739638.821831 + Penalty 4991.612015 = -3734647.209816
  nChanged 16
		SP:Iteration 29Q (152008.720000 sec): 3 clusters
  Score: Raw -3739641.067321 + Penalty 4991.612015 = -3734649.455306
  nChanged 12
		SP:Iteration 30Q (152009.120000 sec): 3 clusters
  Score: Raw -3739642.657828 + Penalty 4991.612015 = -3734651.045812
  nChanged 8
		SP:Iteration 31Q (152009.440000 sec): 3 clusters
  Score: Raw -3739644.080349 + Penalty 4991.612015 = -3734652.468334
  nChanged 7
		SP:Iteration 32Q (152009.760000 sec): 3 clusters
  Score: Raw -3739645.393939 + Penalty 4991.612015 = -3734653.781924
  nChanged 8
		SP:Iteration 33Q (152010.070000 sec): 3 clusters
  Score: Raw -3739646.587397 + Penalty 4991.612015 = -3734654.975382
  nChanged 8
		SP:Iteration 34Q (152010.410000 sec): 3 clusters
  Score: Raw -3739647.655722 + Penalty 4991.612015 = -3734656.043707
  nChanged 4
		SP:Iteration 35Q (152010.720000 sec): 3 clusters
  Score: Raw -3739648.262107 + Penalty 4991.612015 = -3734656.650092
  nChanged 3
		SP:Iteration 36Q (152011.080000 sec): 3 clusters
  Score: Raw -3739648.536724 + Penalty 4991.612015 = -3734656.924709
  nChanged 0
		SP:Iteration 37F (152011.370000 sec): 3 clusters
  Score: Raw -3739648.536724 + Penalty 4991.612015 = -3734656.924709
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 48 (4929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152011.510000 sec): 2 clusters
  Score: Raw -738480.980903 + Penalty 2108.717069 = -736372.263834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152011.730000 sec): 3 clusters
  Score: Raw -736163.165712 + Penalty 4217.434138 = -731945.731574
  nChanged 1848
		SP:Iteration 1F (152011.910000 sec): 3 clusters
  Score: Raw -737396.112067 + Penalty 4217.434138 = -733178.677929
  nChanged 417
		SP:Iteration 2F (152012.110000 sec): 3 clusters
  Score: Raw -737700.097333 + Penalty 4217.434138 = -733482.663195
  nChanged 285
		SP:Iteration 3F (152012.390000 sec): 3 clusters
  Score: Raw -737913.551244 + Penalty 4217.434138 = -733696.117106
  nChanged 233
		SP:Iteration 4Q (152012.580000 sec): 3 clusters
  Score: Raw -738077.567807 + Penalty 4217.434138 = -733860.133670
  nChanged 205
		SP:Iteration 5Q (152012.770000 sec): 3 clusters
  Score: Raw -738207.276856 + Penalty 4217.434138 = -733989.842718
  nChanged 147
		SP:Iteration 6Q (152012.940000 sec): 3 clusters
  Score: Raw -738294.793897 + Penalty 4217.434138 = -734077.359759
  nChanged 121
		SP:Iteration 7Q (152013.110000 sec): 3 clusters
  Score: Raw -738358.443681 + Penalty 4217.434138 = -734141.009543
  nChanged 89
		SP:Iteration 8Q (152013.290000 sec): 3 clusters
  Score: Raw -738399.848881 + Penalty 4217.434138 = -734182.414743
  nChanged 74
		SP:Iteration 9Q (152013.500000 sec): 3 clusters
  Score: Raw -738431.050645 + Penalty 4217.434138 = -734213.616507
  nChanged 64
		SP:Iteration 10Q (152013.630000 sec): 3 clusters
  Score: Raw -738456.712733 + Penalty 4217.434138 = -734239.278596
  nChanged 51
		SP:Iteration 11Q (152013.840000 sec): 3 clusters
  Score: Raw -738478.285588 + Penalty 4217.434138 = -734260.851450
  nChanged 45
		SP:Iteration 12Q (152013.980000 sec): 3 clusters
  Score: Raw -738497.270444 + Penalty 4217.434138 = -734279.836306
  nChanged 43
		SP:Iteration 13Q (152014.190000 sec): 3 clusters
  Score: Raw -738512.528781 + Penalty 4217.434138 = -734295.094643
  nChanged 24
		SP:Iteration 14Q (152014.360000 sec): 3 clusters
  Score: Raw -738522.840524 + Penalty 4217.434138 = -734305.406387
  nChanged 28
		SP:Iteration 15Q (152014.540000 sec): 3 clusters
  Score: Raw -738532.580862 + Penalty 4217.434138 = -734315.146724
  nChanged 23
		SP:Iteration 16Q (152014.750000 sec): 3 clusters
  Score: Raw -738539.448086 + Penalty 4217.434138 = -734322.013948
  nChanged 20
		SP:Iteration 17Q (152014.910000 sec): 3 clusters
  Score: Raw -738547.825162 + Penalty 4217.434138 = -734330.391024
  nChanged 14
		SP:Iteration 18Q (152015.110000 sec): 3 clusters
  Score: Raw -738550.621158 + Penalty 4217.434138 = -734333.187020
  nChanged 12
		SP:Iteration 19Q (152015.320000 sec): 3 clusters
  Score: Raw -738553.724689 + Penalty 4217.434138 = -734336.290551
  nChanged 10
		SP:Iteration 20F (152015.570000 sec): 3 clusters
  Score: Raw -738556.437667 + Penalty 4217.434138 = -734339.003529
  nChanged 14
		SP:Iteration 21Q (152015.710000 sec): 3 clusters
  Score: Raw -738563.004490 + Penalty 4217.434138 = -734345.570353
  nChanged 14
		SP:Iteration 22Q (152015.970000 sec): 3 clusters
  Score: Raw -738567.491780 + Penalty 4217.434138 = -734350.057642
  nChanged 24
		SP:Iteration 23Q (152016.130000 sec): 3 clusters
  Score: Raw -738575.923270 + Penalty 4217.434138 = -734358.489132
  nChanged 18
		SP:Iteration 24Q (152016.330000 sec): 3 clusters
  Score: Raw -738582.524589 + Penalty 4217.434138 = -734365.090451
  nChanged 22
		SP:Iteration 25Q (152016.570000 sec): 3 clusters
  Score: Raw -738589.689033 + Penalty 4217.434138 = -734372.254896
  nChanged 13
		SP:Iteration 26Q (152016.790000 sec): 3 clusters
  Score: Raw -738593.174340 + Penalty 4217.434138 = -734375.740202
  nChanged 5
		SP:Iteration 27Q (152016.980000 sec): 3 clusters
  Score: Raw -738594.148772 + Penalty 4217.434138 = -734376.714635
  nChanged 4
		SP:Iteration 28Q (152017.250000 sec): 3 clusters
  Score: Raw -738595.202722 + Penalty 4217.434138 = -734377.768585
  nChanged 5
		SP:Iteration 29Q (152017.430000 sec): 3 clusters
  Score: Raw -738596.700984 + Penalty 4217.434138 = -734379.266846
  nChanged 6
		SP:Iteration 30Q (152017.640000 sec): 3 clusters
  Score: Raw -738598.024411 + Penalty 4217.434138 = -734380.590273
  nChanged 6
		SP:Iteration 31Q (152017.860000 sec): 3 clusters
  Score: Raw -738600.273030 + Penalty 4217.434138 = -734382.838892
  nChanged 3
		SP:Iteration 32Q (152018.080000 sec): 3 clusters
  Score: Raw -738600.829863 + Penalty 4217.434138 = -734383.395725
  nChanged 2
		SP:Iteration 33Q (152018.280000 sec): 3 clusters
  Score: Raw -738601.782039 + Penalty 4217.434138 = -734384.347901
  nChanged 3
		SP:Iteration 34Q (152018.500000 sec): 3 clusters
  Score: Raw -738602.246359 + Penalty 4217.434138 = -734384.812221
  nChanged 1
		SP:Iteration 35Q (152018.720000 sec): 3 clusters
  Score: Raw -738602.447967 + Penalty 4217.434138 = -734385.013829
  nChanged 0
		SP:Iteration 36F (152018.890000 sec): 3 clusters
  Score: Raw -738602.447967 + Penalty 4217.434138 = -734385.013829
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 49 (7511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152019.050000 sec): 2 clusters
  Score: Raw -1236074.159356 + Penalty 2213.182725 = -1233860.976631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152019.320000 sec): 3 clusters
  Score: Raw -1232118.025950 + Penalty 4426.365450 = -1227691.660500
  nChanged 3053
		SP:Iteration 1F (152019.560000 sec): 3 clusters
  Score: Raw -1233765.127820 + Penalty 4426.365450 = -1229338.762369
  nChanged 488
		SP:Iteration 2F (152019.790000 sec): 3 clusters
  Score: Raw -1233996.940064 + Penalty 4426.365450 = -1229570.574614
  nChanged 337
		SP:Iteration 3Q (152020.040000 sec): 3 clusters
  Score: Raw -1234131.482858 + Penalty 4426.365450 = -1229705.117407
  nChanged 244
		SP:Iteration 4Q (152020.220000 sec): 3 clusters
  Score: Raw -1234224.861111 + Penalty 4426.365450 = -1229798.495661
  nChanged 210
		SP:Iteration 5Q (152020.500000 sec): 3 clusters
  Score: Raw -1234304.675006 + Penalty 4426.365450 = -1229878.309556
  nChanged 180
		SP:Iteration 6Q (152020.720000 sec): 3 clusters
  Score: Raw -1234371.789052 + Penalty 4426.365450 = -1229945.423602
  nChanged 157
		SP:Iteration 7Q (152020.910000 sec): 3 clusters
  Score: Raw -1234430.377918 + Penalty 4426.365450 = -1230004.012468
  nChanged 146
		SP:Iteration 8Q (152021.130000 sec): 3 clusters
  Score: Raw -1234477.119836 + Penalty 4426.365450 = -1230050.754386
  nChanged 138
		SP:Iteration 9Q (152021.360000 sec): 3 clusters
  Score: Raw -1234520.515460 + Penalty 4426.365450 = -1230094.150010
  nChanged 116
		SP:Iteration 10Q (152021.610000 sec): 3 clusters
  Score: Raw -1234555.599520 + Penalty 4426.365450 = -1230129.234069
  nChanged 104
		SP:Iteration 11Q (152021.880000 sec): 3 clusters
  Score: Raw -1234584.107608 + Penalty 4426.365450 = -1230157.742157
  nChanged 90
		SP:Iteration 12Q (152022.070000 sec): 3 clusters
  Score: Raw -1234613.787285 + Penalty 4426.365450 = -1230187.421835
  nChanged 96
		SP:Iteration 13Q (152022.340000 sec): 3 clusters
  Score: Raw -1234642.971275 + Penalty 4426.365450 = -1230216.605825
  nChanged 79
		SP:Iteration 14Q (152022.580000 sec): 3 clusters
  Score: Raw -1234669.640890 + Penalty 4426.365450 = -1230243.275439
  nChanged 85
		SP:Iteration 15Q (152022.840000 sec): 3 clusters
  Score: Raw -1234693.275166 + Penalty 4426.365450 = -1230266.909716
  nChanged 69
		SP:Iteration 16Q (152023.070000 sec): 3 clusters
  Score: Raw -1234714.162925 + Penalty 4426.365450 = -1230287.797475
  nChanged 61
		SP:Iteration 17Q (152023.290000 sec): 3 clusters
  Score: Raw -1234732.909865 + Penalty 4426.365450 = -1230306.544414
  nChanged 66
		SP:Iteration 18Q (152023.510000 sec): 3 clusters
  Score: Raw -1234755.023194 + Penalty 4426.365450 = -1230328.657744
  nChanged 76
		SP:Iteration 19Q (152023.730000 sec): 3 clusters
  Score: Raw -1234784.868093 + Penalty 4426.365450 = -1230358.502643
  nChanged 85
		SP:Iteration 20F (152023.940000 sec): 3 clusters
  Score: Raw -1234811.738202 + Penalty 4426.365450 = -1230385.372752
  nChanged 84
		SP:Iteration 21Q (152024.200000 sec): 3 clusters
  Score: Raw -1234838.615436 + Penalty 4426.365450 = -1230412.249986
  nChanged 89
		SP:Iteration 22Q (152024.370000 sec): 3 clusters
  Score: Raw -1234864.993208 + Penalty 4426.365450 = -1230438.627758
  nChanged 80
		SP:Iteration 23Q (152024.600000 sec): 3 clusters
  Score: Raw -1234895.325078 + Penalty 4426.365450 = -1230468.959628
  nChanged 89
		SP:Iteration 24Q (152024.850000 sec): 3 clusters
  Score: Raw -1234927.175930 + Penalty 4426.365450 = -1230500.810480
  nChanged 80
		SP:Iteration 25Q (152025.050000 sec): 3 clusters
  Score: Raw -1234952.814312 + Penalty 4426.365450 = -1230526.448862
  nChanged 79
		SP:Iteration 26Q (152025.240000 sec): 3 clusters
  Score: Raw -1234983.906848 + Penalty 4426.365450 = -1230557.541398
  nChanged 94
		SP:Iteration 27Q (152025.460000 sec): 3 clusters
  Score: Raw -1235022.839520 + Penalty 4426.365450 = -1230596.474070
  nChanged 98
		SP:Iteration 28Q (152025.790000 sec): 3 clusters
  Score: Raw -1235056.633613 + Penalty 4426.365450 = -1230630.268163
  nChanged 103
		SP:Iteration 29Q (152026.020000 sec): 3 clusters
  Score: Raw -1235094.364240 + Penalty 4426.365450 = -1230667.998790
  nChanged 104
		SP:Iteration 30Q (152026.180000 sec): 3 clusters
  Score: Raw -1235133.944760 + Penalty 4426.365450 = -1230707.579310
  nChanged 93
		SP:Iteration 31Q (152026.400000 sec): 3 clusters
  Score: Raw -1235170.754617 + Penalty 4426.365450 = -1230744.389167
  nChanged 98
		SP:Iteration 32Q (152026.640000 sec): 3 clusters
  Score: Raw -1235207.347894 + Penalty 4426.365450 = -1230780.982444
  nChanged 88
		SP:Iteration 33Q (152026.870000 sec): 3 clusters
  Score: Raw -1235236.703908 + Penalty 4426.365450 = -1230810.338458
  nChanged 79
		SP:Iteration 34Q (152027.080000 sec): 3 clusters
  Score: Raw -1235261.091489 + Penalty 4426.365450 = -1230834.726039
  nChanged 78
		SP:Iteration 35Q (152027.280000 sec): 3 clusters
  Score: Raw -1235290.577862 + Penalty 4426.365450 = -1230864.212412
  nChanged 88
		SP:Iteration 36Q (152027.460000 sec): 3 clusters
  Score: Raw -1235324.395439 + Penalty 4426.365450 = -1230898.029988
  nChanged 81
		SP:Iteration 37Q (152027.670000 sec): 3 clusters
  Score: Raw -1235358.157463 + Penalty 4426.365450 = -1230931.792013
  nChanged 81
		SP:Iteration 38Q (152027.870000 sec): 3 clusters
  Score: Raw -1235391.800806 + Penalty 4426.365450 = -1230965.435355
  nChanged 93
		SP:Iteration 39Q (152028.080000 sec): 3 clusters
  Score: Raw -1235434.827747 + Penalty 4426.365450 = -1231008.462296
  nChanged 93
		SP:Iteration 40F (152028.270000 sec): 3 clusters
  Score: Raw -1235476.372748 + Penalty 4426.365450 = -1231050.007298
  nChanged 87
		SP:Iteration 41Q (152028.470000 sec): 3 clusters
  Score: Raw -1235516.689719 + Penalty 4426.365450 = -1231090.324269
  nChanged 85
		SP:Iteration 42Q (152028.670000 sec): 3 clusters
  Score: Raw -1235550.742837 + Penalty 4426.365450 = -1231124.377387
  nChanged 80
		SP:Iteration 43Q (152028.870000 sec): 3 clusters
  Score: Raw -1235582.460318 + Penalty 4426.365450 = -1231156.094868
  nChanged 64
		SP:Iteration 44Q (152029.040000 sec): 3 clusters
  Score: Raw -1235609.972049 + Penalty 4426.365450 = -1231183.606599
  nChanged 66
		SP:Iteration 45Q (152029.260000 sec): 3 clusters
  Score: Raw -1235637.212682 + Penalty 4426.365450 = -1231210.847232
  nChanged 64
		SP:Iteration 46Q (152029.450000 sec): 3 clusters
  Score: Raw -1235669.267807 + Penalty 4426.365450 = -1231242.902357
  nChanged 76
		SP:Iteration 47Q (152029.680000 sec): 3 clusters
  Score: Raw -1235706.222113 + Penalty 4426.365450 = -1231279.856663
  nChanged 76
		SP:Iteration 48Q (152029.880000 sec): 3 clusters
  Score: Raw -1235738.235765 + Penalty 4426.365450 = -1231311.870315
  nChanged 84
		SP:Iteration 49Q (152030.090000 sec): 3 clusters
  Score: Raw -1235785.340781 + Penalty 4426.365450 = -1231358.975331
  nChanged 75
		SP:Iteration 50Q (152030.310000 sec): 3 clusters
  Score: Raw -1235828.221546 + Penalty 4426.365450 = -1231401.856096
  nChanged 71
		SP:Iteration 51Q (152030.500000 sec): 3 clusters
  Score: Raw -1235868.294622 + Penalty 4426.365450 = -1231441.929172
  nChanged 69
		SP:Iteration 52Q (152030.710000 sec): 3 clusters
  Score: Raw -1235908.483637 + Penalty 4426.365450 = -1231482.118187
  nChanged 76
		SP:Iteration 53Q (152030.920000 sec): 3 clusters
  Score: Raw -1235946.203296 + Penalty 4426.365450 = -1231519.837846
  nChanged 59
		SP:Iteration 54Q (152031.120000 sec): 3 clusters
  Score: Raw -1235977.342576 + Penalty 4426.365450 = -1231550.977126
  nChanged 55
		SP:Iteration 55Q (152031.350000 sec): 3 clusters
  Score: Raw -1236008.948186 + Penalty 4426.365450 = -1231582.582736
  nChanged 63
		SP:Iteration 56Q (152031.600000 sec): 3 clusters
  Score: Raw -1236049.401803 + Penalty 4426.365450 = -1231623.036353
  nChanged 67
		SP:Iteration 57Q (152031.740000 sec): 3 clusters
  Score: Raw -1236093.070790 + Penalty 4426.365450 = -1231666.705339
  nChanged 58
		SP:Iteration 58Q (152031.960000 sec): 3 clusters
  Score: Raw -1236140.898456 + Penalty 4426.365450 = -1231714.533006
  nChanged 61
		SP:Iteration 59Q (152032.090000 sec): 3 clusters
  Score: Raw -1236184.226686 + Penalty 4426.365450 = -1231757.861236
  nChanged 50
		SP:Iteration 60F (152032.320000 sec): 3 clusters
  Score: Raw -1236227.402101 + Penalty 4426.365450 = -1231801.036651
  nChanged 58
		SP:Iteration 61Q (152032.470000 sec): 3 clusters
  Score: Raw -1236280.614682 + Penalty 4426.365450 = -1231854.249231
  nChanged 40
		SP:Iteration 62Q (152032.700000 sec): 3 clusters
  Score: Raw -1236311.867579 + Penalty 4426.365450 = -1231885.502129
  nChanged 41
		SP:Iteration 63Q (152032.900000 sec): 3 clusters
  Score: Raw -1236351.552924 + Penalty 4426.365450 = -1231925.187473
  nChanged 40
		SP:Iteration 64Q (152033.100000 sec): 3 clusters
  Score: Raw -1236385.962702 + Penalty 4426.365450 = -1231959.597252
  nChanged 35
		SP:Iteration 65Q (152033.300000 sec): 3 clusters
  Score: Raw -1236417.800418 + Penalty 4426.365450 = -1231991.434967
  nChanged 27
		SP:Iteration 66Q (152033.500000 sec): 3 clusters
  Score: Raw -1236449.150084 + Penalty 4426.365450 = -1232022.784634
  nChanged 28
		SP:Iteration 67Q (152033.700000 sec): 3 clusters
  Score: Raw -1236477.694452 + Penalty 4426.365450 = -1232051.329002
  nChanged 29
		SP:Iteration 68Q (152033.900000 sec): 3 clusters
  Score: Raw -1236505.084854 + Penalty 4426.365450 = -1232078.719404
  nChanged 19
		SP:Iteration 69Q (152034.110000 sec): 3 clusters
  Score: Raw -1236520.492840 + Penalty 4426.365450 = -1232094.127390
  nChanged 15
		SP:Iteration 70Q (152034.340000 sec): 3 clusters
  Score: Raw -1236529.370667 + Penalty 4426.365450 = -1232103.005217
  nChanged 10
		SP:Iteration 71Q (152034.540000 sec): 3 clusters
  Score: Raw -1236539.237650 + Penalty 4426.365450 = -1232112.872200
  nChanged 12
		SP:Iteration 72Q (152034.750000 sec): 3 clusters
  Score: Raw -1236549.768162 + Penalty 4426.365450 = -1232123.402712
  nChanged 14
		SP:Iteration 73Q (152034.910000 sec): 3 clusters
  Score: Raw -1236560.370807 + Penalty 4426.365450 = -1232134.005357
  nChanged 11
		SP:Iteration 74Q (152035.090000 sec): 3 clusters
  Score: Raw -1236567.347356 + Penalty 4426.365450 = -1232140.981906
  nChanged 5
		SP:Iteration 75Q (152035.310000 sec): 3 clusters
  Score: Raw -1236571.249928 + Penalty 4426.365450 = -1232144.884478
  nChanged 3
		SP:Iteration 76Q (152035.530000 sec): 3 clusters
  Score: Raw -1236572.955110 + Penalty 4426.365450 = -1232146.589660
  nChanged 1
		SP:Iteration 77Q (152035.740000 sec): 3 clusters
  Score: Raw -1236573.766461 + Penalty 4426.365450 = -1232147.401010
  nChanged 0
		SP:Iteration 78F (152035.940000 sec): 3 clusters
  Score: Raw -1236573.766461 + Penalty 4426.365450 = -1232147.401010
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 50 (6623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152036.060000 sec): 2 clusters
  Score: Raw -1065676.504490 + Penalty 2181.979322 = -1063494.525168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152036.230000 sec): 3 clusters
  Score: Raw -1062287.311339 + Penalty 4363.958644 = -1057923.352695
  nChanged 2633
		SP:Iteration 1F (152036.450000 sec): 3 clusters
  Score: Raw -1063782.866701 + Penalty 4363.958644 = -1059418.908057
  nChanged 518
		SP:Iteration 2F (152036.640000 sec): 3 clusters
  Score: Raw -1064088.449490 + Penalty 4363.958644 = -1059724.490846
  nChanged 400
		SP:Iteration 3F (152036.830000 sec): 3 clusters
  Score: Raw -1064311.987074 + Penalty 4363.958644 = -1059948.028430
  nChanged 300
		SP:Iteration 4Q (152037.020000 sec): 3 clusters
  Score: Raw -1064471.338456 + Penalty 4363.958644 = -1060107.379811
  nChanged 253
		SP:Iteration 5Q (152037.200000 sec): 3 clusters
  Score: Raw -1064585.437540 + Penalty 4363.958644 = -1060221.478896
  nChanged 197
		SP:Iteration 6Q (152037.420000 sec): 3 clusters
  Score: Raw -1064670.065310 + Penalty 4363.958644 = -1060306.106665
  nChanged 172
		SP:Iteration 7Q (152037.640000 sec): 3 clusters
  Score: Raw -1064747.224106 + Penalty 4363.958644 = -1060383.265462
  nChanged 162
		SP:Iteration 8Q (152037.800000 sec): 3 clusters
  Score: Raw -1064813.355033 + Penalty 4363.958644 = -1060449.396388
  nChanged 150
		SP:Iteration 9Q (152038.030000 sec): 3 clusters
  Score: Raw -1064873.639832 + Penalty 4363.958644 = -1060509.681187
  nChanged 125
		SP:Iteration 10Q (152038.210000 sec): 3 clusters
  Score: Raw -1064924.184326 + Penalty 4363.958644 = -1060560.225682
  nChanged 126
		SP:Iteration 11Q (152038.430000 sec): 3 clusters
  Score: Raw -1064982.163196 + Penalty 4363.958644 = -1060618.204551
  nChanged 115
		SP:Iteration 12Q (152038.610000 sec): 3 clusters
  Score: Raw -1065028.116482 + Penalty 4363.958644 = -1060664.157838
  nChanged 106
		SP:Iteration 13Q (152038.830000 sec): 3 clusters
  Score: Raw -1065075.649539 + Penalty 4363.958644 = -1060711.690895
  nChanged 91
		SP:Iteration 14Q (152038.960000 sec): 3 clusters
  Score: Raw -1065114.406090 + Penalty 4363.958644 = -1060750.447445
  nChanged 85
		SP:Iteration 15Q (152039.180000 sec): 3 clusters
  Score: Raw -1065143.401613 + Penalty 4363.958644 = -1060779.442968
  nChanged 70
		SP:Iteration 16Q (152039.380000 sec): 3 clusters
  Score: Raw -1065168.060054 + Penalty 4363.958644 = -1060804.101409
  nChanged 69
		SP:Iteration 17Q (152039.630000 sec): 3 clusters
  Score: Raw -1065195.144727 + Penalty 4363.958644 = -1060831.186083
  nChanged 72
		SP:Iteration 18Q (152039.820000 sec): 3 clusters
  Score: Raw -1065221.518296 + Penalty 4363.958644 = -1060857.559652
  nChanged 58
		SP:Iteration 19Q (152039.990000 sec): 3 clusters
  Score: Raw -1065244.173034 + Penalty 4363.958644 = -1060880.214390
  nChanged 62
		SP:Iteration 20F (152040.160000 sec): 3 clusters
  Score: Raw -1065267.286867 + Penalty 4363.958644 = -1060903.328223
  nChanged 59
		SP:Iteration 21Q (152040.410000 sec): 3 clusters
  Score: Raw -1065288.525234 + Penalty 4363.958644 = -1060924.566590
  nChanged 45
		SP:Iteration 22Q (152040.610000 sec): 3 clusters
  Score: Raw -1065302.784334 + Penalty 4363.958644 = -1060938.825690
  nChanged 39
		SP:Iteration 23Q (152040.820000 sec): 3 clusters
  Score: Raw -1065314.601176 + Penalty 4363.958644 = -1060950.642532
  nChanged 43
		SP:Iteration 24Q (152041.020000 sec): 3 clusters
  Score: Raw -1065326.394315 + Penalty 4363.958644 = -1060962.435671
  nChanged 35
		SP:Iteration 25Q (152041.240000 sec): 3 clusters
  Score: Raw -1065337.399828 + Penalty 4363.958644 = -1060973.441183
  nChanged 31
		SP:Iteration 26Q (152041.440000 sec): 3 clusters
  Score: Raw -1065348.883616 + Penalty 4363.958644 = -1060984.924972
  nChanged 43
		SP:Iteration 27Q (152041.610000 sec): 3 clusters
  Score: Raw -1065363.228663 + Penalty 4363.958644 = -1060999.270019
  nChanged 28
		SP:Iteration 28Q (152041.830000 sec): 3 clusters
  Score: Raw -1065371.391953 + Penalty 4363.958644 = -1061007.433308
  nChanged 20
		SP:Iteration 29Q (152042.040000 sec): 3 clusters
  Score: Raw -1065376.797880 + Penalty 4363.958644 = -1061012.839235
  nChanged 17
		SP:Iteration 30Q (152042.240000 sec): 3 clusters
  Score: Raw -1065381.296860 + Penalty 4363.958644 = -1061017.338215
  nChanged 17
		SP:Iteration 31Q (152042.440000 sec): 3 clusters
  Score: Raw -1065385.153768 + Penalty 4363.958644 = -1061021.195124
  nChanged 14
		SP:Iteration 32Q (152042.600000 sec): 3 clusters
  Score: Raw -1065388.236543 + Penalty 4363.958644 = -1061024.277898
  nChanged 6
		SP:Iteration 33Q (152042.780000 sec): 3 clusters
  Score: Raw -1065389.760263 + Penalty 4363.958644 = -1061025.801619
  nChanged 11
		SP:Iteration 34Q (152042.990000 sec): 3 clusters
  Score: Raw -1065392.145463 + Penalty 4363.958644 = -1061028.186818
  nChanged 7
		SP:Iteration 35Q (152043.170000 sec): 3 clusters
  Score: Raw -1065393.432634 + Penalty 4363.958644 = -1061029.473990
  nChanged 5
		SP:Iteration 36Q (152043.410000 sec): 3 clusters
  Score: Raw -1065394.510053 + Penalty 4363.958644 = -1061030.551409
  nChanged 4
		SP:Iteration 37Q (152043.630000 sec): 3 clusters
  Score: Raw -1065395.406872 + Penalty 4363.958644 = -1061031.448228
  nChanged 8
		SP:Iteration 38Q (152043.830000 sec): 3 clusters
  Score: Raw -1065397.465441 + Penalty 4363.958644 = -1061033.506797
  nChanged 8
		SP:Iteration 39Q (152043.980000 sec): 3 clusters
  Score: Raw -1065398.900444 + Penalty 4363.958644 = -1061034.941800
  nChanged 6
		SP:Iteration 40F (152044.220000 sec): 3 clusters
  Score: Raw -1065400.086266 + Penalty 4363.958644 = -1061036.127622
  nChanged 5
		SP:Iteration 41Q (152044.420000 sec): 3 clusters
  Score: Raw -1065401.520455 + Penalty 4363.958644 = -1061037.561810
  nChanged 10
		SP:Iteration 42Q (152044.620000 sec): 3 clusters
  Score: Raw -1065404.051040 + Penalty 4363.958644 = -1061040.092395
  nChanged 14
		SP:Iteration 43Q (152044.830000 sec): 3 clusters
  Score: Raw -1065408.239712 + Penalty 4363.958644 = -1061044.281068
  nChanged 20
		SP:Iteration 44Q (152044.990000 sec): 3 clusters
  Score: Raw -1065412.763165 + Penalty 4363.958644 = -1061048.804521
  nChanged 9
		SP:Iteration 45Q (152045.210000 sec): 3 clusters
  Score: Raw -1065414.864516 + Penalty 4363.958644 = -1061050.905872
  nChanged 8
		SP:Iteration 46Q (152045.430000 sec): 3 clusters
  Score: Raw -1065416.898818 + Penalty 4363.958644 = -1061052.940174
  nChanged 5
		SP:Iteration 47Q (152045.630000 sec): 3 clusters
  Score: Raw -1065418.049036 + Penalty 4363.958644 = -1061054.090391
  nChanged 0
		SP:Iteration 48F (152045.830000 sec): 3 clusters
  Score: Raw -1065418.049036 + Penalty 4363.958644 = -1061054.090391
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 51 (9099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152045.940000 sec): 2 clusters
  Score: Raw -1384950.150666 + Penalty 2260.748109 = -1382689.402557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152046.110000 sec): 3 clusters
  Score: Raw -1380105.752367 + Penalty 4521.496219 = -1375584.256148
  nChanged 3715
		SP:Iteration 1F (152046.280000 sec): 3 clusters
  Score: Raw -1382130.713482 + Penalty 4521.496219 = -1377609.217263
  nChanged 593
		SP:Iteration 2F (152046.450000 sec): 3 clusters
  Score: Raw -1382414.050716 + Penalty 4521.496219 = -1377892.554497
  nChanged 483
		SP:Iteration 3F (152046.620000 sec): 3 clusters
  Score: Raw -1382681.551926 + Penalty 4521.496219 = -1378160.055707
  nChanged 445
		SP:Iteration 4Q (152046.800000 sec): 3 clusters
  Score: Raw -1382979.093163 + Penalty 4521.496219 = -1378457.596944
  nChanged 458
		SP:Iteration 5F (152047.040000 sec): 3 clusters
  Score: Raw -1383286.925799 + Penalty 4521.496219 = -1378765.429580
  nChanged 474
		SP:Iteration 6F (152047.220000 sec): 3 clusters
  Score: Raw -1383612.023628 + Penalty 4521.496219 = -1379090.527409
  nChanged 466
		SP:Iteration 7F (152047.420000 sec): 3 clusters
  Score: Raw -1383936.883401 + Penalty 4521.496219 = -1379415.387182
  nChanged 426
		SP:Iteration 8Q (152047.710000 sec): 3 clusters
  Score: Raw -1384194.544084 + Penalty 4521.496219 = -1379673.047865
  nChanged 341
		SP:Iteration 9Q (152048.010000 sec): 3 clusters
  Score: Raw -1384372.575875 + Penalty 4521.496219 = -1379851.079656
  nChanged 263
		SP:Iteration 10Q (152048.280000 sec): 3 clusters
  Score: Raw -1384497.568548 + Penalty 4521.496219 = -1379976.072329
  nChanged 224
		SP:Iteration 11Q (152048.570000 sec): 3 clusters
  Score: Raw -1384592.752755 + Penalty 4521.496219 = -1380071.256536
  nChanged 191
		SP:Iteration 12Q (152048.780000 sec): 3 clusters
  Score: Raw -1384674.538452 + Penalty 4521.496219 = -1380153.042233
  nChanged 165
		SP:Iteration 13Q (152049.030000 sec): 3 clusters
  Score: Raw -1384752.774081 + Penalty 4521.496219 = -1380231.277862
  nChanged 131
		SP:Iteration 14Q (152049.190000 sec): 3 clusters
  Score: Raw -1384811.136155 + Penalty 4521.496219 = -1380289.639936
  nChanged 124
		SP:Iteration 15Q (152049.380000 sec): 3 clusters
  Score: Raw -1384864.201629 + Penalty 4521.496219 = -1380342.705410
  nChanged 132
		SP:Iteration 16Q (152049.600000 sec): 3 clusters
  Score: Raw -1384920.031960 + Penalty 4521.496219 = -1380398.535741
  nChanged 108
		SP:Iteration 17Q (152049.790000 sec): 3 clusters
  Score: Raw -1384968.717168 + Penalty 4521.496219 = -1380447.220949
  nChanged 112
		SP:Iteration 18Q (152050.040000 sec): 3 clusters
  Score: Raw -1385034.537898 + Penalty 4521.496219 = -1380513.041679
  nChanged 137
		SP:Iteration 19Q (152050.190000 sec): 3 clusters
  Score: Raw -1385099.319257 + Penalty 4521.496219 = -1380577.823038
  nChanged 114
		SP:Iteration 20F (152050.470000 sec): 3 clusters
  Score: Raw -1385145.544115 + Penalty 4521.496219 = -1380624.047896
  nChanged 92
		SP:Iteration 21Q (152050.710000 sec): 3 clusters
  Score: Raw -1385183.748109 + Penalty 4521.496219 = -1380662.251890
  nChanged 92
		SP:Iteration 22Q (152050.910000 sec): 3 clusters
  Score: Raw -1385226.325628 + Penalty 4521.496219 = -1380704.829409
  nChanged 95
		SP:Iteration 23Q (152051.180000 sec): 3 clusters
  Score: Raw -1385262.522924 + Penalty 4521.496219 = -1380741.026705
  nChanged 65
		SP:Iteration 24Q (152051.370000 sec): 3 clusters
  Score: Raw -1385281.245284 + Penalty 4521.496219 = -1380759.749065
  nChanged 46
		SP:Iteration 25Q (152051.570000 sec): 3 clusters
  Score: Raw -1385297.533752 + Penalty 4521.496219 = -1380776.037533
  nChanged 46
		SP:Iteration 26Q (152051.810000 sec): 3 clusters
  Score: Raw -1385314.996197 + Penalty 4521.496219 = -1380793.499978
  nChanged 35
		SP:Iteration 27Q (152052.070000 sec): 3 clusters
  Score: Raw -1385327.909899 + Penalty 4521.496219 = -1380806.413680
  nChanged 41
		SP:Iteration 28Q (152052.290000 sec): 3 clusters
  Score: Raw -1385338.041088 + Penalty 4521.496219 = -1380816.544869
  nChanged 29
		SP:Iteration 29Q (152052.620000 sec): 3 clusters
  Score: Raw -1385345.391163 + Penalty 4521.496219 = -1380823.894944
  nChanged 27
		SP:Iteration 30Q (152052.870000 sec): 3 clusters
  Score: Raw -1385353.159149 + Penalty 4521.496219 = -1380831.662930
  nChanged 32
		SP:Iteration 31Q (152053.150000 sec): 3 clusters
  Score: Raw -1385362.812204 + Penalty 4521.496219 = -1380841.315985
  nChanged 33
		SP:Iteration 32Q (152053.380000 sec): 3 clusters
  Score: Raw -1385373.057638 + Penalty 4521.496219 = -1380851.561419
  nChanged 26
		SP:Iteration 33Q (152053.630000 sec): 3 clusters
  Score: Raw -1385379.423348 + Penalty 4521.496219 = -1380857.927129
  nChanged 28
		SP:Iteration 34Q (152053.870000 sec): 3 clusters
  Score: Raw -1385384.161800 + Penalty 4521.496219 = -1380862.665581
  nChanged 13
		SP:Iteration 35Q (152054.170000 sec): 3 clusters
  Score: Raw -1385386.483005 + Penalty 4521.496219 = -1380864.986786
  nChanged 14
		SP:Iteration 36Q (152054.470000 sec): 3 clusters
  Score: Raw -1385389.171593 + Penalty 4521.496219 = -1380867.675374
  nChanged 10
		SP:Iteration 37Q (152054.710000 sec): 3 clusters
  Score: Raw -1385390.899403 + Penalty 4521.496219 = -1380869.403184
  nChanged 8
		SP:Iteration 38Q (152054.950000 sec): 3 clusters
  Score: Raw -1385392.825876 + Penalty 4521.496219 = -1380871.329657
  nChanged 11
		SP:Iteration 39Q (152055.180000 sec): 3 clusters
  Score: Raw -1385396.279375 + Penalty 4521.496219 = -1380874.783156
  nChanged 13
		SP:Iteration 40F (152055.430000 sec): 3 clusters
  Score: Raw -1385400.488909 + Penalty 4521.496219 = -1380878.992690
  nChanged 11
		SP:Iteration 41Q (152055.630000 sec): 3 clusters
  Score: Raw -1385403.850504 + Penalty 4521.496219 = -1380882.354285
  nChanged 13
		SP:Iteration 42Q (152055.910000 sec): 3 clusters
  Score: Raw -1385407.299111 + Penalty 4521.496219 = -1380885.802892
  nChanged 13
		SP:Iteration 43Q (152056.180000 sec): 3 clusters
  Score: Raw -1385410.368769 + Penalty 4521.496219 = -1380888.872550
  nChanged 9
		SP:Iteration 44Q (152056.370000 sec): 3 clusters
  Score: Raw -1385412.759570 + Penalty 4521.496219 = -1380891.263351
  nChanged 10
		SP:Iteration 45Q (152056.620000 sec): 3 clusters
  Score: Raw -1385415.054933 + Penalty 4521.496219 = -1380893.558714
  nChanged 11
		SP:Iteration 46Q (152056.900000 sec): 3 clusters
  Score: Raw -1385418.848405 + Penalty 4521.496219 = -1380897.352186
  nChanged 12
		SP:Iteration 47Q (152057.170000 sec): 3 clusters
  Score: Raw -1385422.175322 + Penalty 4521.496219 = -1380900.679103
  nChanged 16
		SP:Iteration 48Q (152057.440000 sec): 3 clusters
  Score: Raw -1385424.725833 + Penalty 4521.496219 = -1380903.229614
  nChanged 6
		SP:Iteration 49Q (152057.690000 sec): 3 clusters
  Score: Raw -1385425.733269 + Penalty 4521.496219 = -1380904.237050
  nChanged 4
		SP:Iteration 50Q (152057.960000 sec): 3 clusters
  Score: Raw -1385426.504107 + Penalty 4521.496219 = -1380905.007888
  nChanged 2
		SP:Iteration 51Q (152058.160000 sec): 3 clusters
  Score: Raw -1385426.884398 + Penalty 4521.496219 = -1380905.388179
  nChanged 2
		SP:Iteration 52Q (152058.440000 sec): 3 clusters
  Score: Raw -1385427.122104 + Penalty 4521.496219 = -1380905.625885
  nChanged 1
		SP:Iteration 53Q (152058.700000 sec): 3 clusters
  Score: Raw -1385427.472909 + Penalty 4521.496219 = -1380905.976690
  nChanged 4
		SP:Iteration 54Q (152058.970000 sec): 3 clusters
  Score: Raw -1385428.207008 + Penalty 4521.496219 = -1380906.710789
  nChanged 5
		SP:Iteration 55Q (152059.240000 sec): 3 clusters
  Score: Raw -1385429.293279 + Penalty 4521.496219 = -1380907.797060
  nChanged 7
		SP:Iteration 56Q (152059.420000 sec): 3 clusters
  Score: Raw -1385431.298913 + Penalty 4521.496219 = -1380909.802694
  nChanged 8
		SP:Iteration 57Q (152059.630000 sec): 3 clusters
  Score: Raw -1385433.687804 + Penalty 4521.496219 = -1380912.191585
  nChanged 13
		SP:Iteration 58Q (152059.860000 sec): 3 clusters
  Score: Raw -1385436.692689 + Penalty 4521.496219 = -1380915.196470
  nChanged 14
		SP:Iteration 59Q (152060.070000 sec): 3 clusters
  Score: Raw -1385440.289951 + Penalty 4521.496219 = -1380918.793732
  nChanged 17
		SP:Iteration 60F (152060.320000 sec): 3 clusters
  Score: Raw -1385444.648818 + Penalty 4521.496219 = -1380923.152599
  nChanged 15
		SP:Iteration 61Q (152060.570000 sec): 3 clusters
  Score: Raw -1385448.428793 + Penalty 4521.496219 = -1380926.932574
  nChanged 17
		SP:Iteration 62Q (152060.840000 sec): 3 clusters
  Score: Raw -1385452.400067 + Penalty 4521.496219 = -1380930.903848
  nChanged 12
		SP:Iteration 63Q (152061.090000 sec): 3 clusters
  Score: Raw -1385455.250181 + Penalty 4521.496219 = -1380933.753962
  nChanged 11
		SP:Iteration 64Q (152061.400000 sec): 3 clusters
  Score: Raw -1385458.122018 + Penalty 4521.496219 = -1380936.625799
  nChanged 9
		SP:Iteration 65Q (152061.620000 sec): 3 clusters
  Score: Raw -1385460.156336 + Penalty 4521.496219 = -1380938.660117
  nChanged 9
		SP:Iteration 66Q (152061.800000 sec): 3 clusters
  Score: Raw -1385462.787987 + Penalty 4521.496219 = -1380941.291768
  nChanged 12
		SP:Iteration 67Q (152062.070000 sec): 3 clusters
  Score: Raw -1385465.427302 + Penalty 4521.496219 = -1380943.931083
  nChanged 8
		SP:Iteration 68Q (152062.270000 sec): 3 clusters
  Score: Raw -1385467.576014 + Penalty 4521.496219 = -1380946.079795
  nChanged 7
		SP:Iteration 69Q (152062.540000 sec): 3 clusters
  Score: Raw -1385469.066418 + Penalty 4521.496219 = -1380947.570199
  nChanged 2
		SP:Iteration 70Q (152062.810000 sec): 3 clusters
  Score: Raw -1385469.226408 + Penalty 4521.496219 = -1380947.730189
  nChanged 3
		SP:Iteration 71Q (152063.050000 sec): 3 clusters
  Score: Raw -1385469.779269 + Penalty 4521.496219 = -1380948.283050
  nChanged 2
		SP:Iteration 72Q (152063.290000 sec): 3 clusters
  Score: Raw -1385470.017831 + Penalty 4521.496219 = -1380948.521612
  nChanged 0
		SP:Iteration 73F (152063.580000 sec): 3 clusters
  Score: Raw -1385470.017831 + Penalty 4521.496219 = -1380948.521612
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 52 (12339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152063.730000 sec): 2 clusters
  Score: Raw -1987871.153440 + Penalty 2336.289024 = -1985534.864417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152064.030000 sec): 3 clusters
  Score: Raw -1981034.467432 + Penalty 4672.578047 = -1976361.889385
  nChanged 5244
		SP:Iteration 1F (152064.320000 sec): 3 clusters
  Score: Raw -1983838.507956 + Penalty 4672.578047 = -1979165.929908
  nChanged 788
		SP:Iteration 2F (152064.580000 sec): 3 clusters
  Score: Raw -1984194.430744 + Penalty 4672.578047 = -1979521.852697
  nChanged 603
		SP:Iteration 3Q (152064.890000 sec): 3 clusters
  Score: Raw -1984438.867314 + Penalty 4672.578047 = -1979766.289267
  nChanged 530
		SP:Iteration 4Q (152065.180000 sec): 3 clusters
  Score: Raw -1984649.413391 + Penalty 4672.578047 = -1979976.835343
  nChanged 444
		SP:Iteration 5Q (152065.430000 sec): 3 clusters
  Score: Raw -1984841.150970 + Penalty 4672.578047 = -1980168.572922
  nChanged 422
		SP:Iteration 6Q (152065.670000 sec): 3 clusters
  Score: Raw -1985004.849866 + Penalty 4672.578047 = -1980332.271818
  nChanged 371
		SP:Iteration 7Q (152065.910000 sec): 3 clusters
  Score: Raw -1985161.924444 + Penalty 4672.578047 = -1980489.346396
  nChanged 353
		SP:Iteration 8Q (152066.230000 sec): 3 clusters
  Score: Raw -1985308.015517 + Penalty 4672.578047 = -1980635.437470
  nChanged 368
		SP:Iteration 9Q (152066.560000 sec): 3 clusters
  Score: Raw -1985462.870534 + Penalty 4672.578047 = -1980790.292487
  nChanged 372
		SP:Iteration 10Q (152066.790000 sec): 3 clusters
  Score: Raw -1985621.548674 + Penalty 4672.578047 = -1980948.970627
  nChanged 341
		SP:Iteration 11Q (152067.090000 sec): 3 clusters
  Score: Raw -1985771.562924 + Penalty 4672.578047 = -1981098.984876
  nChanged 331
		SP:Iteration 12Q (152067.270000 sec): 3 clusters
  Score: Raw -1985922.181848 + Penalty 4672.578047 = -1981249.603801
  nChanged 335
		SP:Iteration 13Q (152067.570000 sec): 3 clusters
  Score: Raw -1986064.483211 + Penalty 4672.578047 = -1981391.905163
  nChanged 293
		SP:Iteration 14Q (152067.870000 sec): 3 clusters
  Score: Raw -1986196.700909 + Penalty 4672.578047 = -1981524.122862
  nChanged 304
		SP:Iteration 15Q (152068.180000 sec): 3 clusters
  Score: Raw -1986328.389833 + Penalty 4672.578047 = -1981655.811786
  nChanged 288
		SP:Iteration 16Q (152068.430000 sec): 3 clusters
  Score: Raw -1986452.206797 + Penalty 4672.578047 = -1981779.628749
  nChanged 266
		SP:Iteration 17Q (152068.780000 sec): 3 clusters
  Score: Raw -1986569.160991 + Penalty 4672.578047 = -1981896.582944
  nChanged 232
		SP:Iteration 18Q (152069.030000 sec): 3 clusters
  Score: Raw -1986674.808074 + Penalty 4672.578047 = -1982002.230026
  nChanged 248
		SP:Iteration 19Q (152069.270000 sec): 3 clusters
  Score: Raw -1986788.424610 + Penalty 4672.578047 = -1982115.846563
  nChanged 256
		SP:Iteration 20F (152069.560000 sec): 3 clusters
  Score: Raw -1986914.065710 + Penalty 4672.578047 = -1982241.487663
  nChanged 245
		SP:Iteration 21Q (152069.820000 sec): 3 clusters
  Score: Raw -1987039.382469 + Penalty 4672.578047 = -1982366.804421
  nChanged 239
		SP:Iteration 22Q (152070.060000 sec): 3 clusters
  Score: Raw -1987153.276178 + Penalty 4672.578047 = -1982480.698130
  nChanged 248
		SP:Iteration 23Q (152070.330000 sec): 3 clusters
  Score: Raw -1987277.180621 + Penalty 4672.578047 = -1982604.602574
  nChanged 243
		SP:Iteration 24Q (152070.640000 sec): 3 clusters
  Score: Raw -1987397.772578 + Penalty 4672.578047 = -1982725.194531
  nChanged 216
		SP:Iteration 25Q (152070.870000 sec): 3 clusters
  Score: Raw -1987506.176499 + Penalty 4672.578047 = -1982833.598452
  nChanged 196
		SP:Iteration 26Q (152071.090000 sec): 3 clusters
  Score: Raw -1987606.027780 + Penalty 4672.578047 = -1982933.449732
  nChanged 204
		SP:Iteration 27Q (152071.370000 sec): 3 clusters
  Score: Raw -1987718.562592 + Penalty 4672.578047 = -1983045.984545
  nChanged 193
		SP:Iteration 28Q (152071.620000 sec): 3 clusters
  Score: Raw -1987825.001304 + Penalty 4672.578047 = -1983152.423256
  nChanged 180
		SP:Iteration 29Q (152071.870000 sec): 3 clusters
  Score: Raw -1987927.801419 + Penalty 4672.578047 = -1983255.223372
  nChanged 157
		SP:Iteration 30Q (152072.160000 sec): 3 clusters
  Score: Raw -1988011.432688 + Penalty 4672.578047 = -1983338.854640
  nChanged 127
		SP:Iteration 31Q (152072.390000 sec): 3 clusters
  Score: Raw -1988076.513355 + Penalty 4672.578047 = -1983403.935307
  nChanged 105
		SP:Iteration 32Q (152072.650000 sec): 3 clusters
  Score: Raw -1988130.103975 + Penalty 4672.578047 = -1983457.525927
  nChanged 93
		SP:Iteration 33Q (152072.920000 sec): 3 clusters
  Score: Raw -1988174.797868 + Penalty 4672.578047 = -1983502.219820
  nChanged 71
		SP:Iteration 34Q (152073.210000 sec): 3 clusters
  Score: Raw -1988210.726846 + Penalty 4672.578047 = -1983538.148799
  nChanged 64
		SP:Iteration 35Q (152073.420000 sec): 3 clusters
  Score: Raw -1988242.947464 + Penalty 4672.578047 = -1983570.369417
  nChanged 51
		SP:Iteration 36Q (152073.680000 sec): 3 clusters
  Score: Raw -1988268.439780 + Penalty 4672.578047 = -1983595.861733
  nChanged 46
		SP:Iteration 37Q (152073.950000 sec): 3 clusters
  Score: Raw -1988292.114685 + Penalty 4672.578047 = -1983619.536637
  nChanged 44
		SP:Iteration 38Q (152074.200000 sec): 3 clusters
  Score: Raw -1988312.056152 + Penalty 4672.578047 = -1983639.478104
  nChanged 38
		SP:Iteration 39Q (152074.450000 sec): 3 clusters
  Score: Raw -1988329.233597 + Penalty 4672.578047 = -1983656.655550
  nChanged 32
		SP:Iteration 40F (152074.620000 sec): 3 clusters
  Score: Raw -1988343.733036 + Penalty 4672.578047 = -1983671.154988
  nChanged 26
		SP:Iteration 41Q (152074.870000 sec): 3 clusters
  Score: Raw -1988354.716218 + Penalty 4672.578047 = -1983682.138171
  nChanged 20
		SP:Iteration 42Q (152075.090000 sec): 3 clusters
  Score: Raw -1988363.978344 + Penalty 4672.578047 = -1983691.400297
  nChanged 21
		SP:Iteration 43Q (152075.310000 sec): 3 clusters
  Score: Raw -1988373.494012 + Penalty 4672.578047 = -1983700.915964
  nChanged 16
		SP:Iteration 44Q (152075.550000 sec): 3 clusters
  Score: Raw -1988379.940808 + Penalty 4672.578047 = -1983707.362761
  nChanged 10
		SP:Iteration 45Q (152075.800000 sec): 3 clusters
  Score: Raw -1988384.437626 + Penalty 4672.578047 = -1983711.859579
  nChanged 10
		SP:Iteration 46Q (152076.020000 sec): 3 clusters
  Score: Raw -1988388.075947 + Penalty 4672.578047 = -1983715.497900
  nChanged 9
		SP:Iteration 47Q (152076.250000 sec): 3 clusters
  Score: Raw -1988391.161076 + Penalty 4672.578047 = -1983718.583029
  nChanged 7
		SP:Iteration 48Q (152076.490000 sec): 3 clusters
  Score: Raw -1988393.282955 + Penalty 4672.578047 = -1983720.704907
  nChanged 6
		SP:Iteration 49Q (152076.780000 sec): 3 clusters
  Score: Raw -1988396.029674 + Penalty 4672.578047 = -1983723.451626
  nChanged 10
		SP:Iteration 50Q (152076.960000 sec): 3 clusters
  Score: Raw -1988400.286630 + Penalty 4672.578047 = -1983727.708583
  nChanged 8
		SP:Iteration 51Q (152077.170000 sec): 3 clusters
  Score: Raw -1988403.813160 + Penalty 4672.578047 = -1983731.235112
  nChanged 10
		SP:Iteration 52Q (152077.340000 sec): 3 clusters
  Score: Raw -1988408.479029 + Penalty 4672.578047 = -1983735.900981
  nChanged 11
		SP:Iteration 53Q (152077.500000 sec): 3 clusters
  Score: Raw -1988413.191938 + Penalty 4672.578047 = -1983740.613890
  nChanged 9
		SP:Iteration 54Q (152077.660000 sec): 3 clusters
  Score: Raw -1988416.898556 + Penalty 4672.578047 = -1983744.320509
  nChanged 12
		SP:Iteration 55Q (152077.830000 sec): 3 clusters
  Score: Raw -1988422.290448 + Penalty 4672.578047 = -1983749.712400
  nChanged 15
		SP:Iteration 56Q (152078.070000 sec): 3 clusters
  Score: Raw -1988428.545837 + Penalty 4672.578047 = -1983755.967789
  nChanged 8
		SP:Iteration 57Q (152078.350000 sec): 3 clusters
  Score: Raw -1988431.728254 + Penalty 4672.578047 = -1983759.150207
  nChanged 6
		SP:Iteration 58Q (152078.550000 sec): 3 clusters
  Score: Raw -1988434.547723 + Penalty 4672.578047 = -1983761.969676
  nChanged 5
		SP:Iteration 59Q (152078.750000 sec): 3 clusters
  Score: Raw -1988436.103852 + Penalty 4672.578047 = -1983763.525804
  nChanged 6
		SP:Iteration 60F (152078.970000 sec): 3 clusters
  Score: Raw -1988438.358164 + Penalty 4672.578047 = -1983765.780117
  nChanged 6
		SP:Iteration 61Q (152079.220000 sec): 3 clusters
  Score: Raw -1988440.839745 + Penalty 4672.578047 = -1983768.261697
  nChanged 5
		SP:Iteration 62Q (152079.480000 sec): 3 clusters
  Score: Raw -1988443.082153 + Penalty 4672.578047 = -1983770.504105
  nChanged 3
		SP:Iteration 63Q (152079.730000 sec): 3 clusters
  Score: Raw -1988444.842646 + Penalty 4672.578047 = -1983772.264599
  nChanged 4
		SP:Iteration 64Q (152079.980000 sec): 3 clusters
  Score: Raw -1988446.008604 + Penalty 4672.578047 = -1983773.430557
  nChanged 3
		SP:Iteration 65Q (152080.240000 sec): 3 clusters
  Score: Raw -1988447.696175 + Penalty 4672.578047 = -1983775.118127
  nChanged 0
		SP:Iteration 66F (152080.480000 sec): 3 clusters
  Score: Raw -1988447.696175 + Penalty 4672.578047 = -1983775.118127
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 53 (3540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152080.570000 sec): 2 clusters
  Score: Raw -482164.899480 + Penalty 2026.626738 = -480138.272742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152080.800000 sec): 3 clusters
  Score: Raw -480632.954073 + Penalty 4053.253475 = -476579.700598
  nChanged 1319
		SP:Iteration 1F (152080.980000 sec): 3 clusters
  Score: Raw -481700.938128 + Penalty 4053.253475 = -477647.684653
  nChanged 361
		SP:Iteration 2F (152081.180000 sec): 3 clusters
  Score: Raw -482129.228691 + Penalty 4053.253475 = -478075.975216
  nChanged 252
		SP:Iteration 3F (152081.340000 sec): 3 clusters
  Score: Raw -482396.237636 + Penalty 4053.253475 = -478342.984161
  nChanged 187
		SP:Iteration 4F (152081.540000 sec): 3 clusters
  Score: Raw -482576.953351 + Penalty 4053.253475 = -478523.699876
  nChanged 164
		SP:Iteration 5Q (152081.690000 sec): 3 clusters
  Score: Raw -482737.065399 + Penalty 4053.253475 = -478683.811924
  nChanged 129
		SP:Iteration 6Q (152081.820000 sec): 3 clusters
  Score: Raw -482858.661469 + Penalty 4053.253475 = -478805.407994
  nChanged 101
		SP:Iteration 7Q (152081.970000 sec): 3 clusters
  Score: Raw -482935.813191 + Penalty 4053.253475 = -478882.559716
  nChanged 59
		SP:Iteration 8Q (152082.160000 sec): 3 clusters
  Score: Raw -482981.572153 + Penalty 4053.253475 = -478928.318678
  nChanged 50
		SP:Iteration 9Q (152082.330000 sec): 3 clusters
  Score: Raw -483022.507030 + Penalty 4053.253475 = -478969.253555
  nChanged 41
		SP:Iteration 10Q (152082.440000 sec): 3 clusters
  Score: Raw -483045.616300 + Penalty 4053.253475 = -478992.362825
  nChanged 29
		SP:Iteration 11Q (152082.640000 sec): 3 clusters
  Score: Raw -483062.738874 + Penalty 4053.253475 = -479009.485399
  nChanged 27
		SP:Iteration 12Q (152082.820000 sec): 3 clusters
  Score: Raw -483074.767194 + Penalty 4053.253475 = -479021.513719
  nChanged 26
		SP:Iteration 13Q (152082.920000 sec): 3 clusters
  Score: Raw -483090.108090 + Penalty 4053.253475 = -479036.854615
  nChanged 18
		SP:Iteration 14Q (152083.130000 sec): 3 clusters
  Score: Raw -483102.615551 + Penalty 4053.253475 = -479049.362076
  nChanged 19
		SP:Iteration 15Q (152083.280000 sec): 3 clusters
  Score: Raw -483112.524409 + Penalty 4053.253475 = -479059.270934
  nChanged 16
		SP:Iteration 16Q (152083.470000 sec): 3 clusters
  Score: Raw -483123.932454 + Penalty 4053.253475 = -479070.678979
  nChanged 20
		SP:Iteration 17Q (152083.620000 sec): 3 clusters
  Score: Raw -483133.804376 + Penalty 4053.253475 = -479080.550901
  nChanged 9
		SP:Iteration 18Q (152083.800000 sec): 3 clusters
  Score: Raw -483138.880330 + Penalty 4053.253475 = -479085.626855
  nChanged 11
		SP:Iteration 19Q (152083.930000 sec): 3 clusters
  Score: Raw -483143.044958 + Penalty 4053.253475 = -479089.791483
  nChanged 4
		SP:Iteration 20F (152084.130000 sec): 3 clusters
  Score: Raw -483147.265141 + Penalty 4053.253475 = -479094.011666
  nChanged 8
		SP:Iteration 21Q (152084.300000 sec): 3 clusters
  Score: Raw -483152.786508 + Penalty 4053.253475 = -479099.533033
  nChanged 8
		SP:Iteration 22Q (152084.420000 sec): 3 clusters
  Score: Raw -483156.040244 + Penalty 4053.253475 = -479102.786769
  nChanged 8
		SP:Iteration 23Q (152084.610000 sec): 3 clusters
  Score: Raw -483159.128185 + Penalty 4053.253475 = -479105.874710
  nChanged 2
		SP:Iteration 24Q (152084.770000 sec): 3 clusters
  Score: Raw -483160.001358 + Penalty 4053.253475 = -479106.747883
  nChanged 2
		SP:Iteration 25Q (152084.890000 sec): 3 clusters
  Score: Raw -483160.800264 + Penalty 4053.253475 = -479107.546789
  nChanged 4
		SP:Iteration 26Q (152085.040000 sec): 3 clusters
  Score: Raw -483162.363294 + Penalty 4053.253475 = -479109.109819
  nChanged 3
		SP:Iteration 27Q (152085.220000 sec): 3 clusters
  Score: Raw -483163.231169 + Penalty 4053.253475 = -479109.977694
  nChanged 0
		SP:Iteration 28F (152085.360000 sec): 3 clusters
  Score: Raw -483163.231169 + Penalty 4053.253475 = -479109.977694
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 54 (3327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152085.480000 sec): 2 clusters
  Score: Raw -489273.354254 + Penalty 2011.236916 = -487262.117338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152085.700000 sec): 3 clusters
  Score: Raw -487861.985721 + Penalty 4022.473833 = -483839.511889
  nChanged 1187
		SP:Iteration 1F (152085.840000 sec): 3 clusters
  Score: Raw -488865.627592 + Penalty 4022.473833 = -484843.153759
  nChanged 329
		SP:Iteration 2F (152086.050000 sec): 3 clusters
  Score: Raw -489212.267618 + Penalty 4022.473833 = -485189.793785
  nChanged 230
		SP:Iteration 3F (152086.220000 sec): 3 clusters
  Score: Raw -489421.106801 + Penalty 4022.473833 = -485398.632968
  nChanged 149
		SP:Iteration 4Q (152086.390000 sec): 3 clusters
  Score: Raw -489555.379190 + Penalty 4022.473833 = -485532.905357
  nChanged 117
		SP:Iteration 5Q (152086.540000 sec): 3 clusters
  Score: Raw -489653.256143 + Penalty 4022.473833 = -485630.782310
  nChanged 96
		SP:Iteration 6Q (152086.660000 sec): 3 clusters
  Score: Raw -489728.807198 + Penalty 4022.473833 = -485706.333365
  nChanged 84
		SP:Iteration 7Q (152086.810000 sec): 3 clusters
  Score: Raw -489793.221860 + Penalty 4022.473833 = -485770.748027
  nChanged 79
		SP:Iteration 8Q (152086.980000 sec): 3 clusters
  Score: Raw -489855.057541 + Penalty 4022.473833 = -485832.583708
  nChanged 64
		SP:Iteration 9Q (152087.140000 sec): 3 clusters
  Score: Raw -489905.590024 + Penalty 4022.473833 = -485883.116191
  nChanged 60
		SP:Iteration 10Q (152087.280000 sec): 3 clusters
  Score: Raw -489948.718395 + Penalty 4022.473833 = -485926.244562
  nChanged 56
		SP:Iteration 11Q (152087.420000 sec): 3 clusters
  Score: Raw -489989.851260 + Penalty 4022.473833 = -485967.377427
  nChanged 45
		SP:Iteration 12Q (152087.620000 sec): 3 clusters
  Score: Raw -490019.582384 + Penalty 4022.473833 = -485997.108551
  nChanged 41
		SP:Iteration 13Q (152087.740000 sec): 3 clusters
  Score: Raw -490049.752327 + Penalty 4022.473833 = -486027.278494
  nChanged 42
		SP:Iteration 14Q (152087.930000 sec): 3 clusters
  Score: Raw -490076.277762 + Penalty 4022.473833 = -486053.803929
  nChanged 41
		SP:Iteration 15Q (152088.040000 sec): 3 clusters
  Score: Raw -490106.188110 + Penalty 4022.473833 = -486083.714277
  nChanged 42
		SP:Iteration 16Q (152088.180000 sec): 3 clusters
  Score: Raw -490136.589376 + Penalty 4022.473833 = -486114.115543
  nChanged 37
		SP:Iteration 17Q (152088.330000 sec): 3 clusters
  Score: Raw -490159.469307 + Penalty 4022.473833 = -486136.995474
  nChanged 28
		SP:Iteration 18Q (152088.470000 sec): 3 clusters
  Score: Raw -490174.990431 + Penalty 4022.473833 = -486152.516598
  nChanged 18
		SP:Iteration 19Q (152088.610000 sec): 3 clusters
  Score: Raw -490183.015592 + Penalty 4022.473833 = -486160.541759
  nChanged 12
		SP:Iteration 20F (152088.760000 sec): 3 clusters
  Score: Raw -490187.739338 + Penalty 4022.473833 = -486165.265505
  nChanged 6
		SP:Iteration 21Q (152088.920000 sec): 3 clusters
  Score: Raw -490190.342525 + Penalty 4022.473833 = -486167.868692
  nChanged 4
		SP:Iteration 22Q (152089.050000 sec): 3 clusters
  Score: Raw -490192.067943 + Penalty 4022.473833 = -486169.594110
  nChanged 11
		SP:Iteration 23Q (152089.240000 sec): 3 clusters
  Score: Raw -490197.767310 + Penalty 4022.473833 = -486175.293477
  nChanged 11
		SP:Iteration 24Q (152089.380000 sec): 3 clusters
  Score: Raw -490204.454067 + Penalty 4022.473833 = -486181.980234
  nChanged 10
		SP:Iteration 25Q (152089.570000 sec): 3 clusters
  Score: Raw -490208.207014 + Penalty 4022.473833 = -486185.733181
  nChanged 4
		SP:Iteration 26Q (152089.710000 sec): 3 clusters
  Score: Raw -490211.160711 + Penalty 4022.473833 = -486188.686878
  nChanged 3
		SP:Iteration 27Q (152089.860000 sec): 3 clusters
  Score: Raw -490213.280136 + Penalty 4022.473833 = -486190.806303
  nChanged 3
		SP:Iteration 28Q (152089.990000 sec): 3 clusters
  Score: Raw -490215.194162 + Penalty 4022.473833 = -486192.720330
  nChanged 5
		SP:Iteration 29Q (152090.200000 sec): 3 clusters
  Score: Raw -490216.658118 + Penalty 4022.473833 = -486194.184285
  nChanged 5
		SP:Iteration 30Q (152090.350000 sec): 3 clusters
  Score: Raw -490218.199537 + Penalty 4022.473833 = -486195.725704
  nChanged 0
		SP:Iteration 31F (152090.540000 sec): 3 clusters
  Score: Raw -490218.199537 + Penalty 4022.473833 = -486195.725704
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 55 (5696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152090.670000 sec): 2 clusters
  Score: Raw -917324.272215 + Penalty 2144.584824 = -915179.687390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152090.890000 sec): 3 clusters
  Score: Raw -914487.950122 + Penalty 4289.169649 = -910198.780474
  nChanged 2247
		SP:Iteration 1F (152091.120000 sec): 3 clusters
  Score: Raw -915758.573417 + Penalty 4289.169649 = -911469.403769
  nChanged 440
		SP:Iteration 2F (152091.290000 sec): 3 clusters
  Score: Raw -916010.395473 + Penalty 4289.169649 = -911721.225824
  nChanged 317
		SP:Iteration 3F (152091.480000 sec): 3 clusters
  Score: Raw -916170.718940 + Penalty 4289.169649 = -911881.549291
  nChanged 227
		SP:Iteration 4Q (152091.710000 sec): 3 clusters
  Score: Raw -916286.492701 + Penalty 4289.169649 = -911997.323052
  nChanged 212
		SP:Iteration 5Q (152091.930000 sec): 3 clusters
  Score: Raw -916392.704804 + Penalty 4289.169649 = -912103.535156
  nChanged 186
		SP:Iteration 6Q (152092.160000 sec): 3 clusters
  Score: Raw -916493.636716 + Penalty 4289.169649 = -912204.467068
  nChanged 211
		SP:Iteration 7Q (152092.350000 sec): 3 clusters
  Score: Raw -916617.860931 + Penalty 4289.169649 = -912328.691282
  nChanged 228
		SP:Iteration 8Q (152092.590000 sec): 3 clusters
  Score: Raw -916750.991490 + Penalty 4289.169649 = -912461.821841
  nChanged 216
		SP:Iteration 9Q (152092.780000 sec): 3 clusters
  Score: Raw -916878.552950 + Penalty 4289.169649 = -912589.383301
  nChanged 213
		SP:Iteration 10Q (152092.980000 sec): 3 clusters
  Score: Raw -917022.463403 + Penalty 4289.169649 = -912733.293754
  nChanged 206
		SP:Iteration 11Q (152093.150000 sec): 3 clusters
  Score: Raw -917151.706022 + Penalty 4289.169649 = -912862.536373
  nChanged 180
		SP:Iteration 12Q (152093.470000 sec): 3 clusters
  Score: Raw -917258.810220 + Penalty 4289.169649 = -912969.640571
  nChanged 140
		SP:Iteration 13Q (152093.620000 sec): 3 clusters
  Score: Raw -917334.282237 + Penalty 4289.169649 = -913045.112588
  nChanged 109
		SP:Iteration 14Q (152093.810000 sec): 3 clusters
  Score: Raw -917382.798541 + Penalty 4289.169649 = -913093.628892
  nChanged 85
		SP:Iteration 15Q (152093.990000 sec): 3 clusters
  Score: Raw -917420.533187 + Penalty 4289.169649 = -913131.363538
  nChanged 78
		SP:Iteration 16Q (152094.140000 sec): 3 clusters
  Score: Raw -917453.227821 + Penalty 4289.169649 = -913164.058173
  nChanged 58
		SP:Iteration 17Q (152094.330000 sec): 3 clusters
  Score: Raw -917481.131805 + Penalty 4289.169649 = -913191.962156
  nChanged 57
		SP:Iteration 18Q (152094.560000 sec): 3 clusters
  Score: Raw -917503.294414 + Penalty 4289.169649 = -913214.124765
  nChanged 42
		SP:Iteration 19Q (152094.680000 sec): 3 clusters
  Score: Raw -917522.387268 + Penalty 4289.169649 = -913233.217619
  nChanged 39
		SP:Iteration 20F (152094.930000 sec): 3 clusters
  Score: Raw -917537.032175 + Penalty 4289.169649 = -913247.862527
  nChanged 25
		SP:Iteration 21Q (152095.120000 sec): 3 clusters
  Score: Raw -917547.811187 + Penalty 4289.169649 = -913258.641538
  nChanged 25
		SP:Iteration 22Q (152095.340000 sec): 3 clusters
  Score: Raw -917556.792405 + Penalty 4289.169649 = -913267.622756
  nChanged 22
		SP:Iteration 23Q (152095.560000 sec): 3 clusters
  Score: Raw -917564.058491 + Penalty 4289.169649 = -913274.888843
  nChanged 20
		SP:Iteration 24Q (152095.730000 sec): 3 clusters
  Score: Raw -917570.098378 + Penalty 4289.169649 = -913280.928729
  nChanged 14
		SP:Iteration 25Q (152095.970000 sec): 3 clusters
  Score: Raw -917574.948417 + Penalty 4289.169649 = -913285.778769
  nChanged 12
		SP:Iteration 26Q (152096.190000 sec): 3 clusters
  Score: Raw -917578.065571 + Penalty 4289.169649 = -913288.895923
  nChanged 11
		SP:Iteration 27Q (152096.400000 sec): 3 clusters
  Score: Raw -917582.555157 + Penalty 4289.169649 = -913293.385509
  nChanged 13
		SP:Iteration 28Q (152096.560000 sec): 3 clusters
  Score: Raw -917585.529961 + Penalty 4289.169649 = -913296.360312
  nChanged 7
		SP:Iteration 29Q (152096.780000 sec): 3 clusters
  Score: Raw -917588.533569 + Penalty 4289.169649 = -913299.363921
  nChanged 11
		SP:Iteration 30Q (152097.010000 sec): 3 clusters
  Score: Raw -917592.168563 + Penalty 4289.169649 = -913302.998914
  nChanged 7
		SP:Iteration 31Q (152097.220000 sec): 3 clusters
  Score: Raw -917594.435997 + Penalty 4289.169649 = -913305.266348
  nChanged 8
		SP:Iteration 32Q (152097.420000 sec): 3 clusters
  Score: Raw -917597.046343 + Penalty 4289.169649 = -913307.876694
  nChanged 9
		SP:Iteration 33Q (152097.620000 sec): 3 clusters
  Score: Raw -917599.443536 + Penalty 4289.169649 = -913310.273887
  nChanged 5
		SP:Iteration 34Q (152097.790000 sec): 3 clusters
  Score: Raw -917601.677676 + Penalty 4289.169649 = -913312.508027
  nChanged 9
		SP:Iteration 35Q (152098.040000 sec): 3 clusters
  Score: Raw -917604.948876 + Penalty 4289.169649 = -913315.779228
  nChanged 12
		SP:Iteration 36Q (152098.220000 sec): 3 clusters
  Score: Raw -917609.335930 + Penalty 4289.169649 = -913320.166281
  nChanged 8
		SP:Iteration 37Q (152098.430000 sec): 3 clusters
  Score: Raw -917611.340045 + Penalty 4289.169649 = -913322.170396
  nChanged 7
		SP:Iteration 38Q (152098.670000 sec): 3 clusters
  Score: Raw -917613.254386 + Penalty 4289.169649 = -913324.084737
  nChanged 7
		SP:Iteration 39Q (152098.870000 sec): 3 clusters
  Score: Raw -917615.226980 + Penalty 4289.169649 = -913326.057331
  nChanged 4
		SP:Iteration 40F (152099.090000 sec): 3 clusters
  Score: Raw -917616.785789 + Penalty 4289.169649 = -913327.616140
  nChanged 5
		SP:Iteration 41Q (152099.320000 sec): 3 clusters
  Score: Raw -917618.234450 + Penalty 4289.169649 = -913329.064802
  nChanged 3
		SP:Iteration 42Q (152099.510000 sec): 3 clusters
  Score: Raw -917619.030645 + Penalty 4289.169649 = -913329.860996
  nChanged 7
		SP:Iteration 43Q (152099.760000 sec): 3 clusters
  Score: Raw -917621.231848 + Penalty 4289.169649 = -913332.062199
  nChanged 3
		SP:Iteration 44Q (152099.970000 sec): 3 clusters
  Score: Raw -917622.107856 + Penalty 4289.169649 = -913332.938208
  nChanged 7
		SP:Iteration 45Q (152100.230000 sec): 3 clusters
  Score: Raw -917625.155935 + Penalty 4289.169649 = -913335.986286
  nChanged 13
		SP:Iteration 46Q (152100.460000 sec): 3 clusters
  Score: Raw -917629.163000 + Penalty 4289.169649 = -913339.993351
  nChanged 11
		SP:Iteration 47Q (152100.710000 sec): 3 clusters
  Score: Raw -917632.265984 + Penalty 4289.169649 = -913343.096336
  nChanged 10
		SP:Iteration 48Q (152100.840000 sec): 3 clusters
  Score: Raw -917634.807836 + Penalty 4289.169649 = -913345.638187
  nChanged 8
		SP:Iteration 49Q (152101.020000 sec): 3 clusters
  Score: Raw -917636.655198 + Penalty 4289.169649 = -913347.485549
  nChanged 6
		SP:Iteration 50Q (152101.260000 sec): 3 clusters
  Score: Raw -917638.183896 + Penalty 4289.169649 = -913349.014248
  nChanged 5
		SP:Iteration 51Q (152101.400000 sec): 3 clusters
  Score: Raw -917639.650135 + Penalty 4289.169649 = -913350.480486
  nChanged 4
		SP:Iteration 52Q (152101.570000 sec): 3 clusters
  Score: Raw -917641.071198 + Penalty 4289.169649 = -913351.901549
  nChanged 7
		SP:Iteration 53Q (152101.700000 sec): 3 clusters
  Score: Raw -917643.512715 + Penalty 4289.169649 = -913354.343067
  nChanged 5
		SP:Iteration 54Q (152101.870000 sec): 3 clusters
  Score: Raw -917644.860947 + Penalty 4289.169649 = -913355.691298
  nChanged 2
		SP:Iteration 55Q (152102.100000 sec): 3 clusters
  Score: Raw -917645.306484 + Penalty 4289.169649 = -913356.136835
  nChanged 1
		SP:Iteration 56Q (152102.300000 sec): 3 clusters
  Score: Raw -917645.726931 + Penalty 4289.169649 = -913356.557282
  nChanged 1
		SP:Iteration 57Q (152102.500000 sec): 3 clusters
  Score: Raw -917646.180276 + Penalty 4289.169649 = -913357.010627
  nChanged 1
		SP:Iteration 58Q (152102.700000 sec): 3 clusters
  Score: Raw -917646.649279 + Penalty 4289.169649 = -913357.479631
  nChanged 0
		SP:Iteration 59F (152102.850000 sec): 3 clusters
  Score: Raw -917646.649279 + Penalty 4289.169649 = -913357.479631
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 56 (50719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152103.290000 sec): 2 clusters
  Score: Raw -7641967.566878 + Penalty 2686.845856 = -7639280.721022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152103.890000 sec): 3 clusters
  Score: Raw -7610332.195127 + Penalty 5373.691713 = -7604958.503414
  nChanged 23398
		SP:Iteration 1F (152104.480000 sec): 3 clusters
  Score: Raw -7624027.516536 + Penalty 5373.691713 = -7618653.824823
  nChanged 2474
		SP:Iteration 2Q (152105.080000 sec): 3 clusters
  Score: Raw -7624919.450426 + Penalty 5373.691713 = -7619545.758713
  nChanged 2395
		SP:Iteration 3Q (152105.670000 sec): 3 clusters
  Score: Raw -7625872.395867 + Penalty 5373.691713 = -7620498.704154
  nChanged 2467
		SP:Iteration 4Q (152106.260000 sec): 3 clusters
  Score: Raw -7626915.231395 + Penalty 5373.691713 = -7621541.539683
  nChanged 2505
		SP:Iteration 5Q (152106.900000 sec): 3 clusters
  Score: Raw -7627983.283532 + Penalty 5373.691713 = -7622609.591819
  nChanged 2436
		SP:Iteration 6Q (152107.510000 sec): 3 clusters
  Score: Raw -7629063.935161 + Penalty 5373.691713 = -7623690.243448
  nChanged 2415
		SP:Iteration 7Q (152108.120000 sec): 3 clusters
  Score: Raw -7630120.478060 + Penalty 5373.691713 = -7624746.786348
  nChanged 2314
		SP:Iteration 8Q (152108.720000 sec): 3 clusters
  Score: Raw -7631127.012389 + Penalty 5373.691713 = -7625753.320676
  nChanged 2172
		SP:Iteration 9Q (152109.310000 sec): 3 clusters
  Score: Raw -7632119.034983 + Penalty 5373.691713 = -7626745.343270
  nChanged 2073
		SP:Iteration 10Q (152109.900000 sec): 3 clusters
  Score: Raw -7633082.200890 + Penalty 5373.691713 = -7627708.509177
  nChanged 1948
		SP:Iteration 11Q (152110.530000 sec): 3 clusters
  Score: Raw -7634000.858159 + Penalty 5373.691713 = -7628627.166446
  nChanged 1742
		SP:Iteration 12Q (152111.190000 sec): 3 clusters
  Score: Raw -7634810.081376 + Penalty 5373.691713 = -7629436.389663
  nChanged 1520
		SP:Iteration 13Q (152111.760000 sec): 3 clusters
  Score: Raw -7635484.018754 + Penalty 5373.691713 = -7630110.327042
  nChanged 1353
		SP:Iteration 14Q (152112.300000 sec): 3 clusters
  Score: Raw -7636004.588691 + Penalty 5373.691713 = -7630630.896978
  nChanged 1074
		SP:Iteration 15Q (152112.970000 sec): 3 clusters
  Score: Raw -7636330.942493 + Penalty 5373.691713 = -7630957.250780
  nChanged 833
		SP:Iteration 16Q (152113.530000 sec): 3 clusters
  Score: Raw -7636531.193708 + Penalty 5373.691713 = -7631157.501995
  nChanged 625
		SP:Iteration 17Q (152114.160000 sec): 3 clusters
  Score: Raw -7636657.775528 + Penalty 5373.691713 = -7631284.083815
  nChanged 533
		SP:Iteration 18Q (152114.700000 sec): 3 clusters
  Score: Raw -7636752.996724 + Penalty 5373.691713 = -7631379.305011
  nChanged 453
		SP:Iteration 19Q (152115.200000 sec): 3 clusters
  Score: Raw -7636834.440531 + Penalty 5373.691713 = -7631460.748818
  nChanged 396
		SP:Iteration 20F (152115.800000 sec): 3 clusters
  Score: Raw -7636900.964999 + Penalty 5373.691713 = -7631527.273286
  nChanged 388
		SP:Iteration 21Q (152116.340000 sec): 3 clusters
  Score: Raw -7636957.353124 + Penalty 5373.691713 = -7631583.661411
  nChanged 341
		SP:Iteration 22Q (152116.920000 sec): 3 clusters
  Score: Raw -7637008.659523 + Penalty 5373.691713 = -7631634.967810
  nChanged 325
		SP:Iteration 23Q (152117.370000 sec): 3 clusters
  Score: Raw -7637054.082826 + Penalty 5373.691713 = -7631680.391113
  nChanged 300
		SP:Iteration 24Q (152117.860000 sec): 3 clusters
  Score: Raw -7637097.215267 + Penalty 5373.691713 = -7631723.523554
  nChanged 288
		SP:Iteration 25Q (152118.310000 sec): 3 clusters
  Score: Raw -7637137.179619 + Penalty 5373.691713 = -7631763.487906
  nChanged 276
		SP:Iteration 26Q (152118.740000 sec): 3 clusters
  Score: Raw -7637175.581274 + Penalty 5373.691713 = -7631801.889561
  nChanged 296
		SP:Iteration 27Q (152119.220000 sec): 3 clusters
  Score: Raw -7637217.083718 + Penalty 5373.691713 = -7631843.392005
  nChanged 313
		SP:Iteration 28Q (152119.730000 sec): 3 clusters
  Score: Raw -7637266.680939 + Penalty 5373.691713 = -7631892.989227
  nChanged 333
		SP:Iteration 29Q (152120.200000 sec): 3 clusters
  Score: Raw -7637325.189101 + Penalty 5373.691713 = -7631951.497388
  nChanged 352
		SP:Iteration 30Q (152120.680000 sec): 3 clusters
  Score: Raw -7637393.770876 + Penalty 5373.691713 = -7632020.079163
  nChanged 402
		SP:Iteration 31Q (152121.230000 sec): 3 clusters
  Score: Raw -7637476.408724 + Penalty 5373.691713 = -7632102.717011
  nChanged 425
		SP:Iteration 32Q (152121.750000 sec): 3 clusters
  Score: Raw -7637564.080819 + Penalty 5373.691713 = -7632190.389106
  nChanged 433
		SP:Iteration 33Q (152122.250000 sec): 3 clusters
  Score: Raw -7637649.902417 + Penalty 5373.691713 = -7632276.210704
  nChanged 435
		SP:Iteration 34Q (152122.780000 sec): 3 clusters
  Score: Raw -7637741.461286 + Penalty 5373.691713 = -7632367.769574
  nChanged 419
		SP:Iteration 35Q (152123.410000 sec): 3 clusters
  Score: Raw -7637830.975660 + Penalty 5373.691713 = -7632457.283947
  nChanged 413
		SP:Iteration 36Q (152123.970000 sec): 3 clusters
  Score: Raw -7637919.194660 + Penalty 5373.691713 = -7632545.502947
  nChanged 434
		SP:Iteration 37Q (152124.540000 sec): 3 clusters
  Score: Raw -7638003.842777 + Penalty 5373.691713 = -7632630.151064
  nChanged 405
		SP:Iteration 38Q (152125.090000 sec): 3 clusters
  Score: Raw -7638079.284435 + Penalty 5373.691713 = -7632705.592722
  nChanged 351
		SP:Iteration 39Q (152125.610000 sec): 3 clusters
  Score: Raw -7638138.620183 + Penalty 5373.691713 = -7632764.928470
  nChanged 321
		SP:Iteration 40F (152126.190000 sec): 3 clusters
  Score: Raw -7638190.635931 + Penalty 5373.691713 = -7632816.944218
  nChanged 309
		SP:Iteration 41Q (152126.810000 sec): 3 clusters
  Score: Raw -7638240.820548 + Penalty 5373.691713 = -7632867.128835
  nChanged 291
		SP:Iteration 42Q (152127.380000 sec): 3 clusters
  Score: Raw -7638287.205114 + Penalty 5373.691713 = -7632913.513402
  nChanged 283
		SP:Iteration 43Q (152127.950000 sec): 3 clusters
  Score: Raw -7638329.040179 + Penalty 5373.691713 = -7632955.348466
  nChanged 291
		SP:Iteration 44Q (152128.530000 sec): 3 clusters
  Score: Raw -7638370.172601 + Penalty 5373.691713 = -7632996.480888
  nChanged 283
		SP:Iteration 45Q (152129.190000 sec): 3 clusters
  Score: Raw -7638407.473584 + Penalty 5373.691713 = -7633033.781871
  nChanged 234
		SP:Iteration 46Q (152129.800000 sec): 3 clusters
  Score: Raw -7638434.214417 + Penalty 5373.691713 = -7633060.522704
  nChanged 215
		SP:Iteration 47Q (152130.430000 sec): 3 clusters
  Score: Raw -7638459.667172 + Penalty 5373.691713 = -7633085.975459
  nChanged 212
		SP:Iteration 48Q (152130.970000 sec): 3 clusters
  Score: Raw -7638486.405780 + Penalty 5373.691713 = -7633112.714067
  nChanged 213
		SP:Iteration 49Q (152131.590000 sec): 3 clusters
  Score: Raw -7638511.946584 + Penalty 5373.691713 = -7633138.254871
  nChanged 202
		SP:Iteration 50Q (152132.150000 sec): 3 clusters
  Score: Raw -7638535.011831 + Penalty 5373.691713 = -7633161.320118
  nChanged 179
		SP:Iteration 51Q (152132.720000 sec): 3 clusters
  Score: Raw -7638555.186838 + Penalty 5373.691713 = -7633181.495125
  nChanged 168
		SP:Iteration 52Q (152133.290000 sec): 3 clusters
  Score: Raw -7638573.993002 + Penalty 5373.691713 = -7633200.301289
  nChanged 171
		SP:Iteration 53Q (152133.900000 sec): 3 clusters
  Score: Raw -7638592.605482 + Penalty 5373.691713 = -7633218.913769
  nChanged 170
		SP:Iteration 54Q (152134.490000 sec): 3 clusters
  Score: Raw -7638611.757291 + Penalty 5373.691713 = -7633238.065578
  nChanged 164
		SP:Iteration 55Q (152134.990000 sec): 3 clusters
  Score: Raw -7638628.929947 + Penalty 5373.691713 = -7633255.238234
  nChanged 159
		SP:Iteration 56Q (152135.610000 sec): 3 clusters
  Score: Raw -7638646.122236 + Penalty 5373.691713 = -7633272.430523
  nChanged 160
		SP:Iteration 57Q (152136.150000 sec): 3 clusters
  Score: Raw -7638664.258784 + Penalty 5373.691713 = -7633290.567071
  nChanged 161
		SP:Iteration 58Q (152136.800000 sec): 3 clusters
  Score: Raw -7638682.055865 + Penalty 5373.691713 = -7633308.364152
  nChanged 175
		SP:Iteration 59Q (152137.280000 sec): 3 clusters
  Score: Raw -7638702.886678 + Penalty 5373.691713 = -7633329.194965
  nChanged 195
		SP:Iteration 60F (152137.790000 sec): 3 clusters
  Score: Raw -7638726.664450 + Penalty 5373.691713 = -7633352.972737
  nChanged 203
		SP:Iteration 61Q (152138.310000 sec): 3 clusters
  Score: Raw -7638751.045392 + Penalty 5373.691713 = -7633377.353679
  nChanged 208
		SP:Iteration 62Q (152138.830000 sec): 3 clusters
  Score: Raw -7638776.052985 + Penalty 5373.691713 = -7633402.361272
  nChanged 205
		SP:Iteration 63Q (152139.390000 sec): 3 clusters
  Score: Raw -7638805.279161 + Penalty 5373.691713 = -7633431.587449
  nChanged 230
		SP:Iteration 64Q (152139.980000 sec): 3 clusters
  Score: Raw -7638834.581225 + Penalty 5373.691713 = -7633460.889512
  nChanged 210
		SP:Iteration 65Q (152140.450000 sec): 3 clusters
  Score: Raw -7638860.642749 + Penalty 5373.691713 = -7633486.951036
  nChanged 222
		SP:Iteration 66Q (152141.010000 sec): 3 clusters
  Score: Raw -7638890.117580 + Penalty 5373.691713 = -7633516.425867
  nChanged 212
		SP:Iteration 67Q (152141.500000 sec): 3 clusters
  Score: Raw -7638919.527764 + Penalty 5373.691713 = -7633545.836051
  nChanged 211
		SP:Iteration 68Q (152142.070000 sec): 3 clusters
  Score: Raw -7638951.631513 + Penalty 5373.691713 = -7633577.939800
  nChanged 260
		SP:Iteration 69Q (152142.680000 sec): 3 clusters
  Score: Raw -7638992.286553 + Penalty 5373.691713 = -7633618.594840
  nChanged 250
		SP:Iteration 70Q (152143.250000 sec): 3 clusters
  Score: Raw -7639033.492874 + Penalty 5373.691713 = -7633659.801161
  nChanged 268
		SP:Iteration 71Q (152143.850000 sec): 3 clusters
  Score: Raw -7639078.237552 + Penalty 5373.691713 = -7633704.545840
  nChanged 243
		SP:Iteration 72Q (152144.420000 sec): 3 clusters
  Score: Raw -7639115.618288 + Penalty 5373.691713 = -7633741.926575
  nChanged 222
		SP:Iteration 73Q (152145.030000 sec): 3 clusters
  Score: Raw -7639147.628878 + Penalty 5373.691713 = -7633773.937165
  nChanged 218
		SP:Iteration 74Q (152145.600000 sec): 3 clusters
  Score: Raw -7639182.300704 + Penalty 5373.691713 = -7633808.608991
  nChanged 234
		SP:Iteration 75Q (152146.200000 sec): 3 clusters
  Score: Raw -7639217.161858 + Penalty 5373.691713 = -7633843.470145
  nChanged 213
		SP:Iteration 76Q (152146.780000 sec): 3 clusters
  Score: Raw -7639248.294419 + Penalty 5373.691713 = -7633874.602706
  nChanged 224
		SP:Iteration 77Q (152147.390000 sec): 3 clusters
  Score: Raw -7639279.637177 + Penalty 5373.691713 = -7633905.945464
  nChanged 207
		SP:Iteration 78Q (152147.960000 sec): 3 clusters
  Score: Raw -7639308.062135 + Penalty 5373.691713 = -7633934.370422
  nChanged 233
		SP:Iteration 79Q (152148.570000 sec): 3 clusters
  Score: Raw -7639340.110637 + Penalty 5373.691713 = -7633966.418924
  nChanged 233
		SP:Iteration 80F (152149.140000 sec): 3 clusters
  Score: Raw -7639374.372769 + Penalty 5373.691713 = -7634000.681056
  nChanged 240
		SP:Iteration 81Q (152149.750000 sec): 3 clusters
  Score: Raw -7639410.760430 + Penalty 5373.691713 = -7634037.068717
  nChanged 232
		SP:Iteration 82Q (152150.320000 sec): 3 clusters
  Score: Raw -7639443.622491 + Penalty 5373.691713 = -7634069.930778
  nChanged 235
		SP:Iteration 83Q (152150.940000 sec): 3 clusters
  Score: Raw -7639474.570975 + Penalty 5373.691713 = -7634100.879262
  nChanged 225
		SP:Iteration 84Q (152151.510000 sec): 3 clusters
  Score: Raw -7639506.528109 + Penalty 5373.691713 = -7634132.836396
  nChanged 227
		SP:Iteration 85Q (152152.120000 sec): 3 clusters
  Score: Raw -7639540.839701 + Penalty 5373.691713 = -7634167.147988
  nChanged 244
		SP:Iteration 86Q (152152.700000 sec): 3 clusters
  Score: Raw -7639582.153641 + Penalty 5373.691713 = -7634208.461929
  nChanged 248
		SP:Iteration 87Q (152153.310000 sec): 3 clusters
  Score: Raw -7639624.255735 + Penalty 5373.691713 = -7634250.564022
  nChanged 279
		SP:Iteration 88Q (152153.880000 sec): 3 clusters
  Score: Raw -7639673.654678 + Penalty 5373.691713 = -7634299.962966
  nChanged 281
		SP:Iteration 89Q (152154.500000 sec): 3 clusters
  Score: Raw -7639723.099704 + Penalty 5373.691713 = -7634349.407991
  nChanged 290
		SP:Iteration 90Q (152155.060000 sec): 3 clusters
  Score: Raw -7639773.827566 + Penalty 5373.691713 = -7634400.135853
  nChanged 276
		SP:Iteration 91Q (152155.680000 sec): 3 clusters
  Score: Raw -7639825.079779 + Penalty 5373.691713 = -7634451.388066
  nChanged 280
		SP:Iteration 92Q (152156.250000 sec): 3 clusters
  Score: Raw -7639882.470731 + Penalty 5373.691713 = -7634508.779018
  nChanged 306
		SP:Iteration 93Q (152156.840000 sec): 3 clusters
  Score: Raw -7639950.625465 + Penalty 5373.691713 = -7634576.933752
  nChanged 302
		SP:Iteration 94Q (152157.400000 sec): 3 clusters
  Score: Raw -7640011.012767 + Penalty 5373.691713 = -7634637.321054
  nChanged 320
		SP:Iteration 95Q (152157.960000 sec): 3 clusters
  Score: Raw -7640077.087398 + Penalty 5373.691713 = -7634703.395685
  nChanged 313
		SP:Iteration 96Q (152158.420000 sec): 3 clusters
  Score: Raw -7640141.288627 + Penalty 5373.691713 = -7634767.596914
  nChanged 308
		SP:Iteration 97Q (152158.940000 sec): 3 clusters
  Score: Raw -7640205.394421 + Penalty 5373.691713 = -7634831.702708
  nChanged 298
		SP:Iteration 98Q (152159.460000 sec): 3 clusters
  Score: Raw -7640263.269350 + Penalty 5373.691713 = -7634889.577637
  nChanged 268
		SP:Iteration 99Q (152159.980000 sec): 3 clusters
  Score: Raw -7640317.093211 + Penalty 5373.691713 = -7634943.401498
  nChanged 287
		SP:Iteration 100F (152160.550000 sec): 3 clusters
  Score: Raw -7640374.992966 + Penalty 5373.691713 = -7635001.301253
  nChanged 279
		SP:Iteration 101Q (152161.140000 sec): 3 clusters
  Score: Raw -7640434.556785 + Penalty 5373.691713 = -7635060.865072
  nChanged 272
		SP:Iteration 102Q (152161.700000 sec): 3 clusters
  Score: Raw -7640493.513741 + Penalty 5373.691713 = -7635119.822029
  nChanged 274
		SP:Iteration 103Q (152162.260000 sec): 3 clusters
  Score: Raw -7640554.360147 + Penalty 5373.691713 = -7635180.668434
  nChanged 312
		SP:Iteration 104Q (152162.830000 sec): 3 clusters
  Score: Raw -7640626.748334 + Penalty 5373.691713 = -7635253.056621
  nChanged 319
		SP:Iteration 105Q (152163.360000 sec): 3 clusters
  Score: Raw -7640699.947598 + Penalty 5373.691713 = -7635326.255885
  nChanged 335
		SP:Iteration 106Q (152163.920000 sec): 3 clusters
  Score: Raw -7640793.962328 + Penalty 5373.691713 = -7635420.270615
  nChanged 351
		SP:Iteration 107Q (152164.460000 sec): 3 clusters
  Score: Raw -7640899.396477 + Penalty 5373.691713 = -7635525.704764
  nChanged 385
		SP:Iteration 108Q (152164.980000 sec): 3 clusters
  Score: Raw -7641014.806014 + Penalty 5373.691713 = -7635641.114301
  nChanged 356
		SP:Iteration 109Q (152165.540000 sec): 3 clusters
  Score: Raw -7641111.603915 + Penalty 5373.691713 = -7635737.912203
  nChanged 361
		SP:Iteration 110Q (152166.090000 sec): 3 clusters
  Score: Raw -7641210.895252 + Penalty 5373.691713 = -7635837.203539
  nChanged 354
		SP:Iteration 111Q (152166.680000 sec): 3 clusters
  Score: Raw -7641312.200683 + Penalty 5373.691713 = -7635938.508970
  nChanged 365
		SP:Iteration 112Q (152167.300000 sec): 3 clusters
  Score: Raw -7641408.499701 + Penalty 5373.691713 = -7636034.807988
  nChanged 327
		SP:Iteration 113Q (152167.870000 sec): 3 clusters
  Score: Raw -7641495.460459 + Penalty 5373.691713 = -7636121.768746
  nChanged 333
		SP:Iteration 114Q (152168.410000 sec): 3 clusters
  Score: Raw -7641585.914360 + Penalty 5373.691713 = -7636212.222647
  nChanged 347
		SP:Iteration 115Q (152168.900000 sec): 3 clusters
  Score: Raw -7641681.547697 + Penalty 5373.691713 = -7636307.855984
  nChanged 356
		SP:Iteration 116Q (152169.430000 sec): 3 clusters
  Score: Raw -7641780.798135 + Penalty 5373.691713 = -7636407.106422
  nChanged 342
		SP:Iteration 117Q (152169.950000 sec): 3 clusters
  Score: Raw -7641884.910118 + Penalty 5373.691713 = -7636511.218405
  nChanged 348
		SP:Iteration 118Q (152170.440000 sec): 3 clusters
  Score: Raw -7641988.994510 + Penalty 5373.691713 = -7636615.302797
  nChanged 339
		SP:Iteration 119Q (152170.930000 sec): 3 clusters
  Score: Raw -7642087.318674 + Penalty 5373.691713 = -7636713.626961
  nChanged 308
		SP:Iteration 120F (152171.470000 sec): 3 clusters
  Score: Raw -7642179.307920 + Penalty 5373.691713 = -7636805.616207
  nChanged 312
		SP:Iteration 121Q (152171.980000 sec): 3 clusters
  Score: Raw -7642277.163723 + Penalty 5373.691713 = -7636903.472010
  nChanged 314
		SP:Iteration 122Q (152172.570000 sec): 3 clusters
  Score: Raw -7642368.932616 + Penalty 5373.691713 = -7636995.240903
  nChanged 294
		SP:Iteration 123Q (152173.080000 sec): 3 clusters
  Score: Raw -7642450.191846 + Penalty 5373.691713 = -7637076.500133
  nChanged 261
		SP:Iteration 124Q (152173.670000 sec): 3 clusters
  Score: Raw -7642530.489388 + Penalty 5373.691713 = -7637156.797675
  nChanged 276
		SP:Iteration 125Q (152174.200000 sec): 3 clusters
  Score: Raw -7642620.474945 + Penalty 5373.691713 = -7637246.783232
  nChanged 261
		SP:Iteration 126Q (152174.750000 sec): 3 clusters
  Score: Raw -7642709.869810 + Penalty 5373.691713 = -7637336.178097
  nChanged 236
		SP:Iteration 127Q (152175.290000 sec): 3 clusters
  Score: Raw -7642785.222868 + Penalty 5373.691713 = -7637411.531155
  nChanged 200
		SP:Iteration 128Q (152175.800000 sec): 3 clusters
  Score: Raw -7642845.247510 + Penalty 5373.691713 = -7637471.555797
  nChanged 178
		SP:Iteration 129Q (152176.410000 sec): 3 clusters
  Score: Raw -7642891.869462 + Penalty 5373.691713 = -7637518.177749
  nChanged 151
		SP:Iteration 130Q (152176.930000 sec): 3 clusters
  Score: Raw -7642937.524921 + Penalty 5373.691713 = -7637563.833208
  nChanged 149
		SP:Iteration 131Q (152177.470000 sec): 3 clusters
  Score: Raw -7642989.268171 + Penalty 5373.691713 = -7637615.576458
  nChanged 136
		SP:Iteration 132Q (152177.990000 sec): 3 clusters
  Score: Raw -7643032.595998 + Penalty 5373.691713 = -7637658.904285
  nChanged 125
		SP:Iteration 133Q (152178.530000 sec): 3 clusters
  Score: Raw -7643069.816667 + Penalty 5373.691713 = -7637696.124954
  nChanged 108
		SP:Iteration 134Q (152179.080000 sec): 3 clusters
  Score: Raw -7643098.201601 + Penalty 5373.691713 = -7637724.509888
  nChanged 88
		SP:Iteration 135Q (152179.600000 sec): 3 clusters
  Score: Raw -7643124.207799 + Penalty 5373.691713 = -7637750.516086
  nChanged 95
		SP:Iteration 136Q (152180.180000 sec): 3 clusters
  Score: Raw -7643155.225691 + Penalty 5373.691713 = -7637781.533978
  nChanged 84
		SP:Iteration 137Q (152180.720000 sec): 3 clusters
  Score: Raw -7643182.405857 + Penalty 5373.691713 = -7637808.714144
  nChanged 83
		SP:Iteration 138Q (152181.270000 sec): 3 clusters
  Score: Raw -7643207.970252 + Penalty 5373.691713 = -7637834.278539
  nChanged 79
		SP:Iteration 139Q (152181.780000 sec): 3 clusters
  Score: Raw -7643232.532074 + Penalty 5373.691713 = -7637858.840361
  nChanged 72
		SP:Iteration 140F (152182.320000 sec): 3 clusters
  Score: Raw -7643253.651722 + Penalty 5373.691713 = -7637879.960009
  nChanged 62
		SP:Iteration 141Q (152182.840000 sec): 3 clusters
  Score: Raw -7643268.264601 + Penalty 5373.691713 = -7637894.572888
  nChanged 54
		SP:Iteration 142Q (152183.370000 sec): 3 clusters
  Score: Raw -7643285.916142 + Penalty 5373.691713 = -7637912.224429
  nChanged 43
		SP:Iteration 143Q (152183.920000 sec): 3 clusters
  Score: Raw -7643298.998327 + Penalty 5373.691713 = -7637925.306614
  nChanged 38
		SP:Iteration 144Q (152184.400000 sec): 3 clusters
  Score: Raw -7643308.786382 + Penalty 5373.691713 = -7637935.094669
  nChanged 33
		SP:Iteration 145Q (152184.890000 sec): 3 clusters
  Score: Raw -7643316.469879 + Penalty 5373.691713 = -7637942.778166
  nChanged 31
		SP:Iteration 146Q (152185.340000 sec): 3 clusters
  Score: Raw -7643322.679672 + Penalty 5373.691713 = -7637948.987960
  nChanged 18
		SP:Iteration 147Q (152185.780000 sec): 3 clusters
  Score: Raw -7643325.993603 + Penalty 5373.691713 = -7637952.301890
  nChanged 13
		SP:Iteration 148Q (152186.280000 sec): 3 clusters
  Score: Raw -7643328.486158 + Penalty 5373.691713 = -7637954.794445
  nChanged 11
		SP:Iteration 149Q (152186.740000 sec): 3 clusters
  Score: Raw -7643330.898353 + Penalty 5373.691713 = -7637957.206640
  nChanged 8
		SP:Iteration 150Q (152187.230000 sec): 3 clusters
  Score: Raw -7643332.967352 + Penalty 5373.691713 = -7637959.275639
  nChanged 5
		SP:Iteration 151Q (152187.730000 sec): 3 clusters
  Score: Raw -7643334.779003 + Penalty 5373.691713 = -7637961.087290
  nChanged 13
		SP:Iteration 152Q (152188.190000 sec): 3 clusters
  Score: Raw -7643337.742656 + Penalty 5373.691713 = -7637964.050943
  nChanged 7
		SP:Iteration 153Q (152188.710000 sec): 3 clusters
  Score: Raw -7643339.065448 + Penalty 5373.691713 = -7637965.373735
  nChanged 8
		SP:Iteration 154Q (152189.230000 sec): 3 clusters
  Score: Raw -7643341.225063 + Penalty 5373.691713 = -7637967.533350
  nChanged 6
		SP:Iteration 155Q (152189.780000 sec): 3 clusters
  Score: Raw -7643342.485693 + Penalty 5373.691713 = -7637968.793980
  nChanged 6
		SP:Iteration 156Q (152190.280000 sec): 3 clusters
  Score: Raw -7643343.270970 + Penalty 5373.691713 = -7637969.579257
  nChanged 5
		SP:Iteration 157Q (152190.790000 sec): 3 clusters
  Score: Raw -7643344.244451 + Penalty 5373.691713 = -7637970.552738
  nChanged 7
		SP:Iteration 158Q (152191.290000 sec): 3 clusters
  Score: Raw -7643345.636293 + Penalty 5373.691713 = -7637971.944580
  nChanged 8
		SP:Iteration 159Q (152191.810000 sec): 3 clusters
  Score: Raw -7643347.577699 + Penalty 5373.691713 = -7637973.885986
  nChanged 14
		SP:Iteration 160F (152192.350000 sec): 3 clusters
  Score: Raw -7643350.764535 + Penalty 5373.691713 = -7637977.072822
  nChanged 15
		SP:Iteration 161Q (152192.900000 sec): 3 clusters
  Score: Raw -7643353.990635 + Penalty 5373.691713 = -7637980.298922
  nChanged 19
		SP:Iteration 162Q (152193.390000 sec): 3 clusters
  Score: Raw -7643358.257491 + Penalty 5373.691713 = -7637984.565778
  nChanged 19
		SP:Iteration 163Q (152193.860000 sec): 3 clusters
  Score: Raw -7643362.253969 + Penalty 5373.691713 = -7637988.562256
  nChanged 19
		SP:Iteration 164Q (152194.410000 sec): 3 clusters
  Score: Raw -7643366.707220 + Penalty 5373.691713 = -7637993.015507
  nChanged 17
		SP:Iteration 165Q (152194.930000 sec): 3 clusters
  Score: Raw -7643369.722535 + Penalty 5373.691713 = -7637996.030822
  nChanged 12
		SP:Iteration 166Q (152195.510000 sec): 3 clusters
  Score: Raw -7643372.184500 + Penalty 5373.691713 = -7637998.492787
  nChanged 10
		SP:Iteration 167Q (152196.010000 sec): 3 clusters
  Score: Raw -7643374.116664 + Penalty 5373.691713 = -7638000.424951
  nChanged 6
		SP:Iteration 168Q (152196.540000 sec): 3 clusters
  Score: Raw -7643375.013941 + Penalty 5373.691713 = -7638001.322228
  nChanged 4
		SP:Iteration 169Q (152197.050000 sec): 3 clusters
  Score: Raw -7643375.671377 + Penalty 5373.691713 = -7638001.979664
  nChanged 3
		SP:Iteration 170Q (152197.620000 sec): 3 clusters
  Score: Raw -7643376.377404 + Penalty 5373.691713 = -7638002.685691
  nChanged 4
		SP:Iteration 171Q (152198.140000 sec): 3 clusters
  Score: Raw -7643376.932724 + Penalty 5373.691713 = -7638003.241011
  nChanged 3
		SP:Iteration 172Q (152198.670000 sec): 3 clusters
  Score: Raw -7643377.483053 + Penalty 5373.691713 = -7638003.791340
  nChanged 1
		SP:Iteration 173Q (152199.130000 sec): 3 clusters
  Score: Raw -7643377.567511 + Penalty 5373.691713 = -7638003.875798
  nChanged 0
		SP:Iteration 174F (152199.690000 sec): 3 clusters
  Score: Raw -7643377.567511 + Penalty 5373.691713 = -7638003.875798
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 57 (11855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152199.840000 sec): 2 clusters
  Score: Raw -1878029.503898 + Penalty 2326.365240 = -1875703.138658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152200.130000 sec): 3 clusters
  Score: Raw -1871486.556233 + Penalty 4652.730479 = -1866833.825754
  nChanged 5073
		SP:Iteration 1F (152200.380000 sec): 3 clusters
  Score: Raw -1874219.988222 + Penalty 4652.730479 = -1869567.257743
  nChanged 728
		SP:Iteration 2F (152200.700000 sec): 3 clusters
  Score: Raw -1874621.576667 + Penalty 4652.730479 = -1869968.846187
  nChanged 634
		SP:Iteration 3F (152200.930000 sec): 3 clusters
  Score: Raw -1874973.634437 + Penalty 4652.730479 = -1870320.903958
  nChanged 577
		SP:Iteration 4Q (152201.230000 sec): 3 clusters
  Score: Raw -1875283.883605 + Penalty 4652.730479 = -1870631.153126
  nChanged 565
		SP:Iteration 5Q (152201.560000 sec): 3 clusters
  Score: Raw -1875618.300627 + Penalty 4652.730479 = -1870965.570147
  nChanged 649
		SP:Iteration 6F (152201.760000 sec): 3 clusters
  Score: Raw -1876043.021542 + Penalty 4652.730479 = -1871390.291062
  nChanged 704
		SP:Iteration 7F (152202.080000 sec): 3 clusters
  Score: Raw -1876543.699085 + Penalty 4652.730479 = -1871890.968605
  nChanged 720
		SP:Iteration 8F (152202.360000 sec): 3 clusters
  Score: Raw -1877083.861172 + Penalty 4652.730479 = -1872431.130692
  nChanged 635
		SP:Iteration 9F (152202.700000 sec): 3 clusters
  Score: Raw -1877578.228538 + Penalty 4652.730479 = -1872925.498059
  nChanged 498
		SP:Iteration 10Q (152203.000000 sec): 3 clusters
  Score: Raw -1877935.384681 + Penalty 4652.730479 = -1873282.654202
  nChanged 407
		SP:Iteration 11Q (152203.380000 sec): 3 clusters
  Score: Raw -1878241.499898 + Penalty 4652.730479 = -1873588.769419
  nChanged 375
		SP:Iteration 12Q (152203.640000 sec): 3 clusters
  Score: Raw -1878542.021753 + Penalty 4652.730479 = -1873889.291273
  nChanged 299
		SP:Iteration 13Q (152203.980000 sec): 3 clusters
  Score: Raw -1878739.555867 + Penalty 4652.730479 = -1874086.825388
  nChanged 200
		SP:Iteration 14Q (152204.230000 sec): 3 clusters
  Score: Raw -1878847.356516 + Penalty 4652.730479 = -1874194.626037
  nChanged 147
		SP:Iteration 15Q (152204.480000 sec): 3 clusters
  Score: Raw -1878921.042156 + Penalty 4652.730479 = -1874268.311676
  nChanged 127
		SP:Iteration 16Q (152204.760000 sec): 3 clusters
  Score: Raw -1878983.916303 + Penalty 4652.730479 = -1874331.185824
  nChanged 107
		SP:Iteration 17Q (152205.000000 sec): 3 clusters
  Score: Raw -1879029.545451 + Penalty 4652.730479 = -1874376.814972
  nChanged 91
		SP:Iteration 18Q (152205.210000 sec): 3 clusters
  Score: Raw -1879066.971277 + Penalty 4652.730479 = -1874414.240798
  nChanged 82
		SP:Iteration 19Q (152205.400000 sec): 3 clusters
  Score: Raw -1879098.448599 + Penalty 4652.730479 = -1874445.718120
  nChanged 68
		SP:Iteration 20F (152205.660000 sec): 3 clusters
  Score: Raw -1879121.581288 + Penalty 4652.730479 = -1874468.850808
  nChanged 59
		SP:Iteration 21Q (152205.920000 sec): 3 clusters
  Score: Raw -1879141.060298 + Penalty 4652.730479 = -1874488.329819
  nChanged 42
		SP:Iteration 22Q (152206.150000 sec): 3 clusters
  Score: Raw -1879155.610135 + Penalty 4652.730479 = -1874502.879656
  nChanged 35
		SP:Iteration 23Q (152206.380000 sec): 3 clusters
  Score: Raw -1879166.316702 + Penalty 4652.730479 = -1874513.586223
  nChanged 23
		SP:Iteration 24Q (152206.580000 sec): 3 clusters
  Score: Raw -1879172.154244 + Penalty 4652.730479 = -1874519.423764
  nChanged 15
		SP:Iteration 25Q (152206.820000 sec): 3 clusters
  Score: Raw -1879176.613335 + Penalty 4652.730479 = -1874523.882856
  nChanged 11
		SP:Iteration 26Q (152207.010000 sec): 3 clusters
  Score: Raw -1879179.735620 + Penalty 4652.730479 = -1874527.005141
  nChanged 15
		SP:Iteration 27Q (152207.160000 sec): 3 clusters
  Score: Raw -1879183.987822 + Penalty 4652.730479 = -1874531.257343
  nChanged 11
		SP:Iteration 28Q (152207.320000 sec): 3 clusters
  Score: Raw -1879187.494122 + Penalty 4652.730479 = -1874534.763642
  nChanged 12
		SP:Iteration 29Q (152207.480000 sec): 3 clusters
  Score: Raw -1879191.268625 + Penalty 4652.730479 = -1874538.538146
  nChanged 8
		SP:Iteration 30Q (152207.660000 sec): 3 clusters
  Score: Raw -1879193.469649 + Penalty 4652.730479 = -1874540.739170
  nChanged 6
		SP:Iteration 31Q (152207.810000 sec): 3 clusters
  Score: Raw -1879194.852166 + Penalty 4652.730479 = -1874542.121687
  nChanged 7
		SP:Iteration 32Q (152207.980000 sec): 3 clusters
  Score: Raw -1879196.532849 + Penalty 4652.730479 = -1874543.802369
  nChanged 7
		SP:Iteration 33Q (152208.220000 sec): 3 clusters
  Score: Raw -1879198.591534 + Penalty 4652.730479 = -1874545.861054
  nChanged 6
		SP:Iteration 34Q (152208.430000 sec): 3 clusters
  Score: Raw -1879200.005815 + Penalty 4652.730479 = -1874547.275336
  nChanged 4
		SP:Iteration 35Q (152208.600000 sec): 3 clusters
  Score: Raw -1879201.101582 + Penalty 4652.730479 = -1874548.371103
  nChanged 7
		SP:Iteration 36Q (152208.840000 sec): 3 clusters
  Score: Raw -1879203.436508 + Penalty 4652.730479 = -1874550.706029
  nChanged 7
		SP:Iteration 37Q (152209.010000 sec): 3 clusters
  Score: Raw -1879204.978086 + Penalty 4652.730479 = -1874552.247607
  nChanged 2
		SP:Iteration 38Q (152209.260000 sec): 3 clusters
  Score: Raw -1879205.798559 + Penalty 4652.730479 = -1874553.068080
  nChanged 4
		SP:Iteration 39Q (152209.490000 sec): 3 clusters
  Score: Raw -1879206.816319 + Penalty 4652.730479 = -1874554.085840
  nChanged 4
		SP:Iteration 40F (152209.680000 sec): 3 clusters
  Score: Raw -1879207.684680 + Penalty 4652.730479 = -1874554.954200
  nChanged 2
		SP:Iteration 41Q (152209.880000 sec): 3 clusters
  Score: Raw -1879208.139198 + Penalty 4652.730479 = -1874555.408719
  nChanged 1
		SP:Iteration 42Q (152210.090000 sec): 3 clusters
  Score: Raw -1879208.384427 + Penalty 4652.730479 = -1874555.653948
  nChanged 0
		SP:Iteration 43F (152210.370000 sec): 3 clusters
  Score: Raw -1879208.384427 + Penalty 4652.730479 = -1874555.653948
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 58 (17674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152210.560000 sec): 2 clusters
  Score: Raw -2748514.651801 + Penalty 2425.402778 = -2746089.249023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152210.900000 sec): 3 clusters
  Score: Raw -2738295.743239 + Penalty 4850.805556 = -2733444.937683
  nChanged 7691
		SP:Iteration 1F (152211.230000 sec): 3 clusters
  Score: Raw -2742676.382240 + Penalty 4850.805556 = -2737825.576684
  nChanged 1177
		SP:Iteration 2F (152211.490000 sec): 3 clusters
  Score: Raw -2743301.204978 + Penalty 4850.805556 = -2738450.399422
  nChanged 1059
		SP:Iteration 3F (152211.810000 sec): 3 clusters
  Score: Raw -2743907.336115 + Penalty 4850.805556 = -2739056.530559
  nChanged 996
		SP:Iteration 4F (152212.150000 sec): 3 clusters
  Score: Raw -2744514.776454 + Penalty 4850.805556 = -2739663.970898
  nChanged 1050
		SP:Iteration 5F (152212.470000 sec): 3 clusters
  Score: Raw -2745232.662766 + Penalty 4850.805556 = -2740381.857209
  nChanged 1007
		SP:Iteration 6F (152212.830000 sec): 3 clusters
  Score: Raw -2745910.039413 + Penalty 4850.805556 = -2741059.233857
  nChanged 893
		SP:Iteration 7F (152213.130000 sec): 3 clusters
  Score: Raw -2746413.731587 + Penalty 4850.805556 = -2741562.926030
  nChanged 762
		SP:Iteration 8Q (152213.440000 sec): 3 clusters
  Score: Raw -2746779.806680 + Penalty 4850.805556 = -2741929.001123
  nChanged 623
		SP:Iteration 9Q (152213.790000 sec): 3 clusters
  Score: Raw -2747015.122703 + Penalty 4850.805556 = -2742164.317146
  nChanged 469
		SP:Iteration 10Q (152214.170000 sec): 3 clusters
  Score: Raw -2747163.755490 + Penalty 4850.805556 = -2742312.949933
  nChanged 380
		SP:Iteration 11Q (152214.510000 sec): 3 clusters
  Score: Raw -2747296.174092 + Penalty 4850.805556 = -2742445.368536
  nChanged 381
		SP:Iteration 12Q (152214.830000 sec): 3 clusters
  Score: Raw -2747436.961487 + Penalty 4850.805556 = -2742586.155930
  nChanged 365
		SP:Iteration 13Q (152215.170000 sec): 3 clusters
  Score: Raw -2747574.238510 + Penalty 4850.805556 = -2742723.432953
  nChanged 383
		SP:Iteration 14Q (152215.470000 sec): 3 clusters
  Score: Raw -2747718.690996 + Penalty 4850.805556 = -2742867.885440
  nChanged 362
		SP:Iteration 15Q (152215.840000 sec): 3 clusters
  Score: Raw -2747853.446498 + Penalty 4850.805556 = -2743002.640941
  nChanged 341
		SP:Iteration 16Q (152216.090000 sec): 3 clusters
  Score: Raw -2747976.122064 + Penalty 4850.805556 = -2743125.316508
  nChanged 308
		SP:Iteration 17Q (152216.320000 sec): 3 clusters
  Score: Raw -2748088.241935 + Penalty 4850.805556 = -2743237.436378
  nChanged 314
		SP:Iteration 18Q (152216.650000 sec): 3 clusters
  Score: Raw -2748181.362707 + Penalty 4850.805556 = -2743330.557151
  nChanged 252
		SP:Iteration 19Q (152216.890000 sec): 3 clusters
  Score: Raw -2748250.117192 + Penalty 4850.805556 = -2743399.311636
  nChanged 221
		SP:Iteration 20F (152217.200000 sec): 3 clusters
  Score: Raw -2748309.543847 + Penalty 4850.805556 = -2743458.738290
  nChanged 199
		SP:Iteration 21Q (152217.510000 sec): 3 clusters
  Score: Raw -2748349.718741 + Penalty 4850.805556 = -2743498.913184
  nChanged 161
		SP:Iteration 22Q (152217.770000 sec): 3 clusters
  Score: Raw -2748380.576743 + Penalty 4850.805556 = -2743529.771187
  nChanged 144
		SP:Iteration 23Q (152218.060000 sec): 3 clusters
  Score: Raw -2748407.485028 + Penalty 4850.805556 = -2743556.679471
  nChanged 134
		SP:Iteration 24Q (152218.370000 sec): 3 clusters
  Score: Raw -2748430.119591 + Penalty 4850.805556 = -2743579.314035
  nChanged 114
		SP:Iteration 25Q (152218.710000 sec): 3 clusters
  Score: Raw -2748447.869513 + Penalty 4850.805556 = -2743597.063957
  nChanged 101
		SP:Iteration 26Q (152218.940000 sec): 3 clusters
  Score: Raw -2748462.679546 + Penalty 4850.805556 = -2743611.873990
  nChanged 88
		SP:Iteration 27Q (152219.210000 sec): 3 clusters
  Score: Raw -2748475.737725 + Penalty 4850.805556 = -2743624.932169
  nChanged 74
		SP:Iteration 28Q (152219.540000 sec): 3 clusters
  Score: Raw -2748487.086107 + Penalty 4850.805556 = -2743636.280550
  nChanged 64
		SP:Iteration 29Q (152219.870000 sec): 3 clusters
  Score: Raw -2748497.550504 + Penalty 4850.805556 = -2743646.744947
  nChanged 65
		SP:Iteration 30Q (152220.220000 sec): 3 clusters
  Score: Raw -2748507.265319 + Penalty 4850.805556 = -2743656.459762
  nChanged 47
		SP:Iteration 31Q (152220.570000 sec): 3 clusters
  Score: Raw -2748513.376216 + Penalty 4850.805556 = -2743662.570659
  nChanged 38
		SP:Iteration 32Q (152220.910000 sec): 3 clusters
  Score: Raw -2748518.910821 + Penalty 4850.805556 = -2743668.105264
  nChanged 33
		SP:Iteration 33Q (152221.250000 sec): 3 clusters
  Score: Raw -2748523.391756 + Penalty 4850.805556 = -2743672.586200
  nChanged 36
		SP:Iteration 34Q (152221.580000 sec): 3 clusters
  Score: Raw -2748527.634050 + Penalty 4850.805556 = -2743676.828494
  nChanged 30
		SP:Iteration 35Q (152221.860000 sec): 3 clusters
  Score: Raw -2748530.480359 + Penalty 4850.805556 = -2743679.674803
  nChanged 27
		SP:Iteration 36Q (152222.150000 sec): 3 clusters
  Score: Raw -2748533.276648 + Penalty 4850.805556 = -2743682.471092
  nChanged 25
		SP:Iteration 37Q (152222.490000 sec): 3 clusters
  Score: Raw -2748536.583320 + Penalty 4850.805556 = -2743685.777763
  nChanged 34
		SP:Iteration 38Q (152222.780000 sec): 3 clusters
  Score: Raw -2748540.649016 + Penalty 4850.805556 = -2743689.843460
  nChanged 31
		SP:Iteration 39Q (152223.040000 sec): 3 clusters
  Score: Raw -2748545.588160 + Penalty 4850.805556 = -2743694.782603
  nChanged 38
		SP:Iteration 40F (152223.320000 sec): 3 clusters
  Score: Raw -2748550.460115 + Penalty 4850.805556 = -2743699.654559
  nChanged 42
		SP:Iteration 41Q (152223.660000 sec): 3 clusters
  Score: Raw -2748556.029938 + Penalty 4850.805556 = -2743705.224381
  nChanged 43
		SP:Iteration 42Q (152223.970000 sec): 3 clusters
  Score: Raw -2748561.077908 + Penalty 4850.805556 = -2743710.272351
  nChanged 38
		SP:Iteration 43Q (152224.260000 sec): 3 clusters
  Score: Raw -2748565.482645 + Penalty 4850.805556 = -2743714.677089
  nChanged 37
		SP:Iteration 44Q (152224.580000 sec): 3 clusters
  Score: Raw -2748569.735648 + Penalty 4850.805556 = -2743718.930092
  nChanged 39
		SP:Iteration 45Q (152224.880000 sec): 3 clusters
  Score: Raw -2748574.238453 + Penalty 4850.805556 = -2743723.432897
  nChanged 45
		SP:Iteration 46Q (152225.180000 sec): 3 clusters
  Score: Raw -2748580.256668 + Penalty 4850.805556 = -2743729.451112
  nChanged 46
		SP:Iteration 47Q (152225.470000 sec): 3 clusters
  Score: Raw -2748585.344122 + Penalty 4850.805556 = -2743734.538565
  nChanged 44
		SP:Iteration 48Q (152225.820000 sec): 3 clusters
  Score: Raw -2748590.495148 + Penalty 4850.805556 = -2743739.689591
  nChanged 46
		SP:Iteration 49Q (152226.080000 sec): 3 clusters
  Score: Raw -2748596.647430 + Penalty 4850.805556 = -2743745.841874
  nChanged 43
		SP:Iteration 50Q (152226.360000 sec): 3 clusters
  Score: Raw -2748601.499840 + Penalty 4850.805556 = -2743750.694283
  nChanged 39
		SP:Iteration 51Q (152226.700000 sec): 3 clusters
  Score: Raw -2748606.283070 + Penalty 4850.805556 = -2743755.477514
  nChanged 42
		SP:Iteration 52Q (152226.970000 sec): 3 clusters
  Score: Raw -2748611.280818 + Penalty 4850.805556 = -2743760.475261
  nChanged 56
		SP:Iteration 53Q (152227.260000 sec): 3 clusters
  Score: Raw -2748617.852275 + Penalty 4850.805556 = -2743767.046719
  nChanged 49
		SP:Iteration 54Q (152227.490000 sec): 3 clusters
  Score: Raw -2748625.803919 + Penalty 4850.805556 = -2743774.998362
  nChanged 67
		SP:Iteration 55Q (152227.760000 sec): 3 clusters
  Score: Raw -2748636.441741 + Penalty 4850.805556 = -2743785.636185
  nChanged 62
		SP:Iteration 56Q (152228.020000 sec): 3 clusters
  Score: Raw -2748644.827458 + Penalty 4850.805556 = -2743794.021901
  nChanged 74
		SP:Iteration 57Q (152228.300000 sec): 3 clusters
  Score: Raw -2748656.941679 + Penalty 4850.805556 = -2743806.136122
  nChanged 77
		SP:Iteration 58Q (152228.570000 sec): 3 clusters
  Score: Raw -2748669.248723 + Penalty 4850.805556 = -2743818.443166
  nChanged 82
		SP:Iteration 59Q (152228.820000 sec): 3 clusters
  Score: Raw -2748684.301826 + Penalty 4850.805556 = -2743833.496270
  nChanged 86
		SP:Iteration 60F (152229.130000 sec): 3 clusters
  Score: Raw -2748699.594277 + Penalty 4850.805556 = -2743848.788721
  nChanged 94
		SP:Iteration 61Q (152229.440000 sec): 3 clusters
  Score: Raw -2748715.892400 + Penalty 4850.805556 = -2743865.086844
  nChanged 92
		SP:Iteration 62Q (152229.720000 sec): 3 clusters
  Score: Raw -2748732.448904 + Penalty 4850.805556 = -2743881.643348
  nChanged 99
		SP:Iteration 63Q (152230.030000 sec): 3 clusters
  Score: Raw -2748752.995986 + Penalty 4850.805556 = -2743902.190430
  nChanged 119
		SP:Iteration 64Q (152230.360000 sec): 3 clusters
  Score: Raw -2748778.564832 + Penalty 4850.805556 = -2743927.759275
  nChanged 120
		SP:Iteration 65Q (152230.650000 sec): 3 clusters
  Score: Raw -2748801.980634 + Penalty 4850.805556 = -2743951.175078
  nChanged 115
		SP:Iteration 66Q (152230.930000 sec): 3 clusters
  Score: Raw -2748823.898452 + Penalty 4850.805556 = -2743973.092895
  nChanged 121
		SP:Iteration 67Q (152231.230000 sec): 3 clusters
  Score: Raw -2748847.024969 + Penalty 4850.805556 = -2743996.219412
  nChanged 130
		SP:Iteration 68Q (152231.570000 sec): 3 clusters
  Score: Raw -2748873.859637 + Penalty 4850.805556 = -2744023.054081
  nChanged 128
		SP:Iteration 69Q (152231.880000 sec): 3 clusters
  Score: Raw -2748900.698738 + Penalty 4850.805556 = -2744049.893181
  nChanged 106
		SP:Iteration 70Q (152232.140000 sec): 3 clusters
  Score: Raw -2748924.912193 + Penalty 4850.805556 = -2744074.106637
  nChanged 123
		SP:Iteration 71Q (152232.500000 sec): 3 clusters
  Score: Raw -2748952.737812 + Penalty 4850.805556 = -2744101.932256
  nChanged 118
		SP:Iteration 72Q (152232.780000 sec): 3 clusters
  Score: Raw -2748978.791074 + Penalty 4850.805556 = -2744127.985518
  nChanged 130
		SP:Iteration 73Q (152233.140000 sec): 3 clusters
  Score: Raw -2749007.739471 + Penalty 4850.805556 = -2744156.933915
  nChanged 143
		SP:Iteration 74Q (152233.460000 sec): 3 clusters
  Score: Raw -2749041.753403 + Penalty 4850.805556 = -2744190.947847
  nChanged 143
		SP:Iteration 75Q (152233.740000 sec): 3 clusters
  Score: Raw -2749077.243071 + Penalty 4850.805556 = -2744226.437514
  nChanged 135
		SP:Iteration 76Q (152234.040000 sec): 3 clusters
  Score: Raw -2749107.465370 + Penalty 4850.805556 = -2744256.659813
  nChanged 138
		SP:Iteration 77Q (152234.330000 sec): 3 clusters
  Score: Raw -2749142.369654 + Penalty 4850.805556 = -2744291.564098
  nChanged 131
		SP:Iteration 78Q (152234.600000 sec): 3 clusters
  Score: Raw -2749174.056723 + Penalty 4850.805556 = -2744323.251167
  nChanged 111
		SP:Iteration 79Q (152234.910000 sec): 3 clusters
  Score: Raw -2749198.560203 + Penalty 4850.805556 = -2744347.754646
  nChanged 99
		SP:Iteration 80F (152235.240000 sec): 3 clusters
  Score: Raw -2749222.680082 + Penalty 4850.805556 = -2744371.874525
  nChanged 136
		SP:Iteration 81Q (152235.500000 sec): 3 clusters
  Score: Raw -2749254.812001 + Penalty 4850.805556 = -2744404.006444
  nChanged 131
		SP:Iteration 82Q (152235.850000 sec): 3 clusters
  Score: Raw -2749289.322979 + Penalty 4850.805556 = -2744438.517423
  nChanged 145
		SP:Iteration 83Q (152236.200000 sec): 3 clusters
  Score: Raw -2749326.771408 + Penalty 4850.805556 = -2744475.965851
  nChanged 144
		SP:Iteration 84Q (152236.570000 sec): 3 clusters
  Score: Raw -2749363.366776 + Penalty 4850.805556 = -2744512.561220
  nChanged 127
		SP:Iteration 85Q (152236.880000 sec): 3 clusters
  Score: Raw -2749390.084286 + Penalty 4850.805556 = -2744539.278730
  nChanged 108
		SP:Iteration 86Q (152237.180000 sec): 3 clusters
  Score: Raw -2749417.333377 + Penalty 4850.805556 = -2744566.527821
  nChanged 116
		SP:Iteration 87Q (152237.460000 sec): 3 clusters
  Score: Raw -2749447.588470 + Penalty 4850.805556 = -2744596.782913
  nChanged 107
		SP:Iteration 88Q (152237.770000 sec): 3 clusters
  Score: Raw -2749480.012333 + Penalty 4850.805556 = -2744629.206777
  nChanged 117
		SP:Iteration 89Q (152238.100000 sec): 3 clusters
  Score: Raw -2749517.363622 + Penalty 4850.805556 = -2744666.558065
  nChanged 116
		SP:Iteration 90Q (152238.370000 sec): 3 clusters
  Score: Raw -2749551.121003 + Penalty 4850.805556 = -2744700.315447
  nChanged 107
		SP:Iteration 91Q (152238.650000 sec): 3 clusters
  Score: Raw -2749583.053907 + Penalty 4850.805556 = -2744732.248351
  nChanged 108
		SP:Iteration 92Q (152238.930000 sec): 3 clusters
  Score: Raw -2749612.802135 + Penalty 4850.805556 = -2744761.996578
  nChanged 103
		SP:Iteration 93Q (152239.260000 sec): 3 clusters
  Score: Raw -2749641.043071 + Penalty 4850.805556 = -2744790.237515
  nChanged 93
		SP:Iteration 94Q (152239.570000 sec): 3 clusters
  Score: Raw -2749667.966184 + Penalty 4850.805556 = -2744817.160628
  nChanged 92
		SP:Iteration 95Q (152239.900000 sec): 3 clusters
  Score: Raw -2749693.692618 + Penalty 4850.805556 = -2744842.887062
  nChanged 104
		SP:Iteration 96Q (152240.210000 sec): 3 clusters
  Score: Raw -2749721.170978 + Penalty 4850.805556 = -2744870.365422
  nChanged 96
		SP:Iteration 97Q (152240.570000 sec): 3 clusters
  Score: Raw -2749747.327005 + Penalty 4850.805556 = -2744896.521449
  nChanged 83
		SP:Iteration 98Q (152240.910000 sec): 3 clusters
  Score: Raw -2749766.618963 + Penalty 4850.805556 = -2744915.813407
  nChanged 70
		SP:Iteration 99Q (152241.230000 sec): 3 clusters
  Score: Raw -2749784.939088 + Penalty 4850.805556 = -2744934.133531
  nChanged 58
		SP:Iteration 100F (152241.520000 sec): 3 clusters
  Score: Raw -2749800.055117 + Penalty 4850.805556 = -2744949.249561
  nChanged 46
		SP:Iteration 101Q (152241.880000 sec): 3 clusters
  Score: Raw -2749810.876251 + Penalty 4850.805556 = -2744960.070694
  nChanged 45
		SP:Iteration 102Q (152242.260000 sec): 3 clusters
  Score: Raw -2749821.049094 + Penalty 4850.805556 = -2744970.243537
  nChanged 37
		SP:Iteration 103Q (152242.640000 sec): 3 clusters
  Score: Raw -2749828.931968 + Penalty 4850.805556 = -2744978.126412
  nChanged 31
		SP:Iteration 104Q (152242.980000 sec): 3 clusters
  Score: Raw -2749834.455530 + Penalty 4850.805556 = -2744983.649973
  nChanged 25
		SP:Iteration 105Q (152243.350000 sec): 3 clusters
  Score: Raw -2749839.202293 + Penalty 4850.805556 = -2744988.396737
  nChanged 26
		SP:Iteration 106Q (152243.670000 sec): 3 clusters
  Score: Raw -2749844.442266 + Penalty 4850.805556 = -2744993.636709
  nChanged 24
		SP:Iteration 107Q (152243.990000 sec): 3 clusters
  Score: Raw -2749849.580709 + Penalty 4850.805556 = -2744998.775152
  nChanged 21
		SP:Iteration 108Q (152244.410000 sec): 3 clusters
  Score: Raw -2749853.022542 + Penalty 4850.805556 = -2745002.216986
  nChanged 21
		SP:Iteration 109Q (152244.690000 sec): 3 clusters
  Score: Raw -2749856.179639 + Penalty 4850.805556 = -2745005.374082
  nChanged 12
		SP:Iteration 110Q (152244.990000 sec): 3 clusters
  Score: Raw -2749857.735917 + Penalty 4850.805556 = -2745006.930360
  nChanged 8
		SP:Iteration 111Q (152245.380000 sec): 3 clusters
  Score: Raw -2749858.947945 + Penalty 4850.805556 = -2745008.142388
  nChanged 9
		SP:Iteration 112Q (152245.720000 sec): 3 clusters
  Score: Raw -2749859.807369 + Penalty 4850.805556 = -2745009.001813
  nChanged 5
		SP:Iteration 113Q (152246.010000 sec): 3 clusters
  Score: Raw -2749860.259548 + Penalty 4850.805556 = -2745009.453992
  nChanged 4
		SP:Iteration 114Q (152246.310000 sec): 3 clusters
  Score: Raw -2749861.169610 + Penalty 4850.805556 = -2745010.364054
  nChanged 4
		SP:Iteration 115Q (152246.580000 sec): 3 clusters
  Score: Raw -2749861.806500 + Penalty 4850.805556 = -2745011.000943
  nChanged 2
		SP:Iteration 116Q (152246.970000 sec): 3 clusters
  Score: Raw -2749862.023716 + Penalty 4850.805556 = -2745011.218160
  nChanged 0
		SP:Iteration 117F (152247.340000 sec): 3 clusters
  Score: Raw -2749862.023716 + Penalty 4850.805556 = -2745011.218160
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 59 (17082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152247.570000 sec): 2 clusters
  Score: Raw -2618147.597664 + Penalty 2416.953578 = -2615730.644086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152247.910000 sec): 3 clusters
  Score: Raw -2608426.646362 + Penalty 4833.907156 = -2603592.739206
  nChanged 7423
		SP:Iteration 1F (152248.290000 sec): 3 clusters
  Score: Raw -2612579.660678 + Penalty 4833.907156 = -2607745.753522
  nChanged 1040
		SP:Iteration 2F (152248.600000 sec): 3 clusters
  Score: Raw -2613027.521623 + Penalty 4833.907156 = -2608193.614467
  nChanged 876
		SP:Iteration 3F (152248.920000 sec): 3 clusters
  Score: Raw -2613365.111154 + Penalty 4833.907156 = -2608531.203998
  nChanged 684
		SP:Iteration 4Q (152249.200000 sec): 3 clusters
  Score: Raw -2613599.570689 + Penalty 4833.907156 = -2608765.663533
  nChanged 570
		SP:Iteration 5Q (152249.510000 sec): 3 clusters
  Score: Raw -2613777.712552 + Penalty 4833.907156 = -2608943.805396
  nChanged 493
		SP:Iteration 6Q (152249.890000 sec): 3 clusters
  Score: Raw -2613924.320764 + Penalty 4833.907156 = -2609090.413608
  nChanged 438
		SP:Iteration 7Q (152250.180000 sec): 3 clusters
  Score: Raw -2614054.080519 + Penalty 4833.907156 = -2609220.173363
  nChanged 431
		SP:Iteration 8Q (152250.530000 sec): 3 clusters
  Score: Raw -2614199.224359 + Penalty 4833.907156 = -2609365.317203
  nChanged 461
		SP:Iteration 9Q (152250.880000 sec): 3 clusters
  Score: Raw -2614391.995341 + Penalty 4833.907156 = -2609558.088185
  nChanged 536
		SP:Iteration 10Q (152251.210000 sec): 3 clusters
  Score: Raw -2614620.743593 + Penalty 4833.907156 = -2609786.836437
  nChanged 557
		SP:Iteration 11Q (152251.540000 sec): 3 clusters
  Score: Raw -2614882.557854 + Penalty 4833.907156 = -2610048.650698
  nChanged 577
		SP:Iteration 12Q (152251.750000 sec): 3 clusters
  Score: Raw -2615199.596070 + Penalty 4833.907156 = -2610365.688914
  nChanged 645
		SP:Iteration 13Q (152252.080000 sec): 3 clusters
  Score: Raw -2615575.256623 + Penalty 4833.907156 = -2610741.349467
  nChanged 647
		SP:Iteration 14Q (152252.340000 sec): 3 clusters
  Score: Raw -2615971.654696 + Penalty 4833.907156 = -2611137.747540
  nChanged 658
		SP:Iteration 15Q (152252.610000 sec): 3 clusters
  Score: Raw -2616381.514157 + Penalty 4833.907156 = -2611547.607001
  nChanged 566
		SP:Iteration 16Q (152252.880000 sec): 3 clusters
  Score: Raw -2616725.200336 + Penalty 4833.907156 = -2611891.293180
  nChanged 504
		SP:Iteration 17Q (152253.170000 sec): 3 clusters
  Score: Raw -2617044.260025 + Penalty 4833.907156 = -2612210.352869
  nChanged 461
		SP:Iteration 18Q (152253.550000 sec): 3 clusters
  Score: Raw -2617380.915330 + Penalty 4833.907156 = -2612547.008174
  nChanged 424
		SP:Iteration 19Q (152253.850000 sec): 3 clusters
  Score: Raw -2617698.797127 + Penalty 4833.907156 = -2612864.889971
  nChanged 353
		SP:Iteration 20F (152254.190000 sec): 3 clusters
  Score: Raw -2617948.793389 + Penalty 4833.907156 = -2613114.886233
  nChanged 313
		SP:Iteration 21Q (152254.480000 sec): 3 clusters
  Score: Raw -2618220.392084 + Penalty 4833.907156 = -2613386.484928
  nChanged 284
		SP:Iteration 22Q (152254.850000 sec): 3 clusters
  Score: Raw -2618461.692993 + Penalty 4833.907156 = -2613627.785837
  nChanged 253
		SP:Iteration 23Q (152255.100000 sec): 3 clusters
  Score: Raw -2618680.023948 + Penalty 4833.907156 = -2613846.116792
  nChanged 202
		SP:Iteration 24Q (152255.350000 sec): 3 clusters
  Score: Raw -2618827.856130 + Penalty 4833.907156 = -2613993.948974
  nChanged 126
		SP:Iteration 25Q (152255.640000 sec): 3 clusters
  Score: Raw -2618889.223621 + Penalty 4833.907156 = -2614055.316465
  nChanged 93
		SP:Iteration 26Q (152255.950000 sec): 3 clusters
  Score: Raw -2618926.213435 + Penalty 4833.907156 = -2614092.306279
  nChanged 87
		SP:Iteration 27Q (152256.260000 sec): 3 clusters
  Score: Raw -2618958.662066 + Penalty 4833.907156 = -2614124.754910
  nChanged 55
		SP:Iteration 28Q (152256.590000 sec): 3 clusters
  Score: Raw -2618977.912544 + Penalty 4833.907156 = -2614144.005388
  nChanged 39
		SP:Iteration 29Q (152256.860000 sec): 3 clusters
  Score: Raw -2618990.496364 + Penalty 4833.907156 = -2614156.589208
  nChanged 33
		SP:Iteration 30Q (152257.160000 sec): 3 clusters
  Score: Raw -2619002.989879 + Penalty 4833.907156 = -2614169.082723
  nChanged 37
		SP:Iteration 31Q (152257.510000 sec): 3 clusters
  Score: Raw -2619014.874221 + Penalty 4833.907156 = -2614180.967065
  nChanged 29
		SP:Iteration 32Q (152257.860000 sec): 3 clusters
  Score: Raw -2619022.711227 + Penalty 4833.907156 = -2614188.804071
  nChanged 26
		SP:Iteration 33Q (152258.180000 sec): 3 clusters
  Score: Raw -2619028.283975 + Penalty 4833.907156 = -2614194.376819
  nChanged 26
		SP:Iteration 34Q (152258.440000 sec): 3 clusters
  Score: Raw -2619034.052978 + Penalty 4833.907156 = -2614200.145822
  nChanged 20
		SP:Iteration 35Q (152258.790000 sec): 3 clusters
  Score: Raw -2619038.195450 + Penalty 4833.907156 = -2614204.288294
  nChanged 13
		SP:Iteration 36Q (152259.150000 sec): 3 clusters
  Score: Raw -2619041.097842 + Penalty 4833.907156 = -2614207.190686
  nChanged 5
		SP:Iteration 37Q (152259.480000 sec): 3 clusters
  Score: Raw -2619042.401158 + Penalty 4833.907156 = -2614208.494002
  nChanged 10
		SP:Iteration 38Q (152259.840000 sec): 3 clusters
  Score: Raw -2619044.502772 + Penalty 4833.907156 = -2614210.595616
  nChanged 6
		SP:Iteration 39Q (152260.130000 sec): 3 clusters
  Score: Raw -2619045.373018 + Penalty 4833.907156 = -2614211.465862
  nChanged 5
		SP:Iteration 40F (152260.430000 sec): 3 clusters
  Score: Raw -2619046.115496 + Penalty 4833.907156 = -2614212.208340
  nChanged 3
		SP:Iteration 41Q (152260.750000 sec): 3 clusters
  Score: Raw -2619046.549020 + Penalty 4833.907156 = -2614212.641864
  nChanged 1
		SP:Iteration 42Q (152261.070000 sec): 3 clusters
  Score: Raw -2619046.677392 + Penalty 4833.907156 = -2614212.770236
  nChanged 1
		SP:Iteration 43Q (152261.300000 sec): 3 clusters
  Score: Raw -2619046.828291 + Penalty 4833.907156 = -2614212.921135
  nChanged 1
		SP:Iteration 44Q (152261.570000 sec): 3 clusters
  Score: Raw -2619046.967342 + Penalty 4833.907156 = -2614213.060186
  nChanged 1
		SP:Iteration 45Q (152261.860000 sec): 3 clusters
  Score: Raw -2619047.208398 + Penalty 4833.907156 = -2614213.301242
  nChanged 1
		SP:Iteration 46Q (152262.120000 sec): 3 clusters
  Score: Raw -2619047.317819 + Penalty 4833.907156 = -2614213.410663
  nChanged 4
		SP:Iteration 47Q (152262.370000 sec): 3 clusters
  Score: Raw -2619047.987366 + Penalty 4833.907156 = -2614214.080210
  nChanged 3
		SP:Iteration 48Q (152262.660000 sec): 3 clusters
  Score: Raw -2619048.702432 + Penalty 4833.907156 = -2614214.795276
  nChanged 0
		SP:Iteration 49F (152262.960000 sec): 3 clusters
  Score: Raw -2619048.702432 + Penalty 4833.907156 = -2614214.795276
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 60 (47669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152263.320000 sec): 2 clusters
  Score: Raw -7289886.581355 + Penalty 2671.465069 = -7287215.116285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152263.880000 sec): 3 clusters
  Score: Raw -7260473.335460 + Penalty 5342.930139 = -7255130.405321
  nChanged 21985
		SP:Iteration 1F (152264.440000 sec): 3 clusters
  Score: Raw -7272814.718350 + Penalty 5342.930139 = -7267471.788211
  nChanged 2381
		SP:Iteration 2Q (152265.010000 sec): 3 clusters
  Score: Raw -7273701.869178 + Penalty 5342.930139 = -7268358.939039
  nChanged 2396
		SP:Iteration 3F (152265.550000 sec): 3 clusters
  Score: Raw -7274712.579275 + Penalty 5342.930139 = -7269369.649136
  nChanged 2444
		SP:Iteration 4F (152266.060000 sec): 3 clusters
  Score: Raw -7275836.440420 + Penalty 5342.930139 = -7270493.510281
  nChanged 2522
		SP:Iteration 5F (152266.650000 sec): 3 clusters
  Score: Raw -7277085.927255 + Penalty 5342.930139 = -7271742.997116
  nChanged 2451
		SP:Iteration 6F (152267.270000 sec): 3 clusters
  Score: Raw -7278298.137925 + Penalty 5342.930139 = -7272955.207786
  nChanged 2307
		SP:Iteration 7Q (152267.820000 sec): 3 clusters
  Score: Raw -7279358.812716 + Penalty 5342.930139 = -7274015.882577
  nChanged 2094
		SP:Iteration 8Q (152268.440000 sec): 3 clusters
  Score: Raw -7280281.261759 + Penalty 5342.930139 = -7274938.331620
  nChanged 1804
		SP:Iteration 9Q (152269.090000 sec): 3 clusters
  Score: Raw -7281068.881821 + Penalty 5342.930139 = -7275725.951682
  nChanged 1712
		SP:Iteration 10Q (152269.630000 sec): 3 clusters
  Score: Raw -7281807.055194 + Penalty 5342.930139 = -7276464.125055
  nChanged 1513
		SP:Iteration 11Q (152270.240000 sec): 3 clusters
  Score: Raw -7282422.838579 + Penalty 5342.930139 = -7277079.908440
  nChanged 1338
		SP:Iteration 12Q (152270.770000 sec): 3 clusters
  Score: Raw -7282915.907667 + Penalty 5342.930139 = -7277572.977528
  nChanged 1125
		SP:Iteration 13Q (152271.370000 sec): 3 clusters
  Score: Raw -7283288.792635 + Penalty 5342.930139 = -7277945.862496
  nChanged 948
		SP:Iteration 14Q (152271.950000 sec): 3 clusters
  Score: Raw -7283538.488215 + Penalty 5342.930139 = -7278195.558076
  nChanged 730
		SP:Iteration 15Q (152272.480000 sec): 3 clusters
  Score: Raw -7283707.061463 + Penalty 5342.930139 = -7278364.131324
  nChanged 599
		SP:Iteration 16Q (152273.050000 sec): 3 clusters
  Score: Raw -7283825.866400 + Penalty 5342.930139 = -7278482.936261
  nChanged 481
		SP:Iteration 17Q (152273.600000 sec): 3 clusters
  Score: Raw -7283925.051420 + Penalty 5342.930139 = -7278582.121281
  nChanged 474
		SP:Iteration 18Q (152274.150000 sec): 3 clusters
  Score: Raw -7284024.497217 + Penalty 5342.930139 = -7278681.567078
  nChanged 452
		SP:Iteration 19Q (152274.770000 sec): 3 clusters
  Score: Raw -7284113.845736 + Penalty 5342.930139 = -7278770.915597
  nChanged 406
		SP:Iteration 20F (152275.290000 sec): 3 clusters
  Score: Raw -7284197.622985 + Penalty 5342.930139 = -7278854.692847
  nChanged 436
		SP:Iteration 21Q (152275.820000 sec): 3 clusters
  Score: Raw -7284293.792374 + Penalty 5342.930139 = -7278950.862235
  nChanged 431
		SP:Iteration 22Q (152276.420000 sec): 3 clusters
  Score: Raw -7284385.574677 + Penalty 5342.930139 = -7279042.644538
  nChanged 452
		SP:Iteration 23Q (152277.020000 sec): 3 clusters
  Score: Raw -7284488.623860 + Penalty 5342.930139 = -7279145.693721
  nChanged 431
		SP:Iteration 24Q (152277.540000 sec): 3 clusters
  Score: Raw -7284582.481628 + Penalty 5342.930139 = -7279239.551489
  nChanged 451
		SP:Iteration 25Q (152278.080000 sec): 3 clusters
  Score: Raw -7284671.637140 + Penalty 5342.930139 = -7279328.707001
  nChanged 457
		SP:Iteration 26Q (152278.670000 sec): 3 clusters
  Score: Raw -7284766.520156 + Penalty 5342.930139 = -7279423.590017
  nChanged 469
		SP:Iteration 27Q (152279.240000 sec): 3 clusters
  Score: Raw -7284869.169059 + Penalty 5342.930139 = -7279526.238920
  nChanged 477
		SP:Iteration 28Q (152279.760000 sec): 3 clusters
  Score: Raw -7284975.041633 + Penalty 5342.930139 = -7279632.111494
  nChanged 501
		SP:Iteration 29Q (152280.300000 sec): 3 clusters
  Score: Raw -7285090.796494 + Penalty 5342.930139 = -7279747.866355
  nChanged 526
		SP:Iteration 30Q (152280.880000 sec): 3 clusters
  Score: Raw -7285218.979470 + Penalty 5342.930139 = -7279876.049331
  nChanged 524
		SP:Iteration 31Q (152281.420000 sec): 3 clusters
  Score: Raw -7285348.557304 + Penalty 5342.930139 = -7280005.627165
  nChanged 525
		SP:Iteration 32Q (152281.980000 sec): 3 clusters
  Score: Raw -7285484.308254 + Penalty 5342.930139 = -7280141.378115
  nChanged 577
		SP:Iteration 33Q (152282.510000 sec): 3 clusters
  Score: Raw -7285641.088974 + Penalty 5342.930139 = -7280298.158835
  nChanged 574
		SP:Iteration 34Q (152283.080000 sec): 3 clusters
  Score: Raw -7285792.614414 + Penalty 5342.930139 = -7280449.684275
  nChanged 564
		SP:Iteration 35Q (152283.660000 sec): 3 clusters
  Score: Raw -7285944.897013 + Penalty 5342.930139 = -7280601.966874
  nChanged 576
		SP:Iteration 36Q (152284.250000 sec): 3 clusters
  Score: Raw -7286108.091569 + Penalty 5342.930139 = -7280765.161430
  nChanged 610
		SP:Iteration 37Q (152284.840000 sec): 3 clusters
  Score: Raw -7286289.974244 + Penalty 5342.930139 = -7280947.044105
  nChanged 633
		SP:Iteration 38Q (152285.390000 sec): 3 clusters
  Score: Raw -7286478.700738 + Penalty 5342.930139 = -7281135.770599
  nChanged 665
		SP:Iteration 39Q (152285.940000 sec): 3 clusters
  Score: Raw -7286680.706146 + Penalty 5342.930139 = -7281337.776007
  nChanged 640
		SP:Iteration 40F (152286.500000 sec): 3 clusters
  Score: Raw -7286866.786802 + Penalty 5342.930139 = -7281523.856663
  nChanged 624
		SP:Iteration 41Q (152287.050000 sec): 3 clusters
  Score: Raw -7287056.234687 + Penalty 5342.930139 = -7281713.304548
  nChanged 610
		SP:Iteration 42Q (152287.610000 sec): 3 clusters
  Score: Raw -7287251.959754 + Penalty 5342.930139 = -7281909.029615
  nChanged 600
		SP:Iteration 43Q (152288.170000 sec): 3 clusters
  Score: Raw -7287453.357933 + Penalty 5342.930139 = -7282110.427794
  nChanged 607
		SP:Iteration 44Q (152288.730000 sec): 3 clusters
  Score: Raw -7287669.767565 + Penalty 5342.930139 = -7282326.837426
  nChanged 598
		SP:Iteration 45Q (152289.290000 sec): 3 clusters
  Score: Raw -7287892.411269 + Penalty 5342.930139 = -7282549.481130
  nChanged 625
		SP:Iteration 46Q (152289.860000 sec): 3 clusters
  Score: Raw -7288136.488422 + Penalty 5342.930139 = -7282793.558283
  nChanged 633
		SP:Iteration 47Q (152290.420000 sec): 3 clusters
  Score: Raw -7288390.341483 + Penalty 5342.930139 = -7283047.411344
  nChanged 592
		SP:Iteration 48Q (152290.940000 sec): 3 clusters
  Score: Raw -7288617.951642 + Penalty 5342.930139 = -7283275.021503
  nChanged 527
		SP:Iteration 49Q (152291.520000 sec): 3 clusters
  Score: Raw -7288827.528036 + Penalty 5342.930139 = -7283484.597897
  nChanged 506
		SP:Iteration 50Q (152292.080000 sec): 3 clusters
  Score: Raw -7289037.416029 + Penalty 5342.930139 = -7283694.485890
  nChanged 474
		SP:Iteration 51Q (152292.610000 sec): 3 clusters
  Score: Raw -7289235.686304 + Penalty 5342.930139 = -7283892.756165
  nChanged 393
		SP:Iteration 52Q (152293.140000 sec): 3 clusters
  Score: Raw -7289393.409655 + Penalty 5342.930139 = -7284050.479516
  nChanged 364
		SP:Iteration 53Q (152293.670000 sec): 3 clusters
  Score: Raw -7289547.223631 + Penalty 5342.930139 = -7284204.293492
  nChanged 318
		SP:Iteration 54Q (152294.200000 sec): 3 clusters
  Score: Raw -7289682.182644 + Penalty 5342.930139 = -7284339.252505
  nChanged 267
		SP:Iteration 55Q (152294.700000 sec): 3 clusters
  Score: Raw -7289802.431247 + Penalty 5342.930139 = -7284459.501108
  nChanged 242
		SP:Iteration 56Q (152295.230000 sec): 3 clusters
  Score: Raw -7289909.916473 + Penalty 5342.930139 = -7284566.986334
  nChanged 206
		SP:Iteration 57Q (152295.770000 sec): 3 clusters
  Score: Raw -7290006.422603 + Penalty 5342.930139 = -7284663.492464
  nChanged 164
		SP:Iteration 58Q (152296.300000 sec): 3 clusters
  Score: Raw -7290082.104283 + Penalty 5342.930139 = -7284739.174144
  nChanged 158
		SP:Iteration 59Q (152296.800000 sec): 3 clusters
  Score: Raw -7290151.855944 + Penalty 5342.930139 = -7284808.925805
  nChanged 126
		SP:Iteration 60F (152297.300000 sec): 3 clusters
  Score: Raw -7290206.836102 + Penalty 5342.930139 = -7284863.905964
  nChanged 102
		SP:Iteration 61Q (152297.780000 sec): 3 clusters
  Score: Raw -7290253.376856 + Penalty 5342.930139 = -7284910.446717
  nChanged 94
		SP:Iteration 62Q (152298.270000 sec): 3 clusters
  Score: Raw -7290296.658452 + Penalty 5342.930139 = -7284953.728313
  nChanged 68
		SP:Iteration 63Q (152298.710000 sec): 3 clusters
  Score: Raw -7290328.830233 + Penalty 5342.930139 = -7284985.900094
  nChanged 64
		SP:Iteration 64Q (152299.200000 sec): 3 clusters
  Score: Raw -7290355.929105 + Penalty 5342.930139 = -7285012.998966
  nChanged 56
		SP:Iteration 65Q (152299.680000 sec): 3 clusters
  Score: Raw -7290376.495155 + Penalty 5342.930139 = -7285033.565016
  nChanged 49
		SP:Iteration 66Q (152300.120000 sec): 3 clusters
  Score: Raw -7290394.234258 + Penalty 5342.930139 = -7285051.304119
  nChanged 44
		SP:Iteration 67Q (152300.660000 sec): 3 clusters
  Score: Raw -7290409.581959 + Penalty 5342.930139 = -7285066.651820
  nChanged 26
		SP:Iteration 68Q (152301.140000 sec): 3 clusters
  Score: Raw -7290422.548874 + Penalty 5342.930139 = -7285079.618735
  nChanged 33
		SP:Iteration 69Q (152301.620000 sec): 3 clusters
  Score: Raw -7290434.602046 + Penalty 5342.930139 = -7285091.671907
  nChanged 24
		SP:Iteration 70Q (152302.130000 sec): 3 clusters
  Score: Raw -7290442.408971 + Penalty 5342.930139 = -7285099.478832
  nChanged 17
		SP:Iteration 71Q (152302.600000 sec): 3 clusters
  Score: Raw -7290447.874358 + Penalty 5342.930139 = -7285104.944220
  nChanged 12
		SP:Iteration 72Q (152303.120000 sec): 3 clusters
  Score: Raw -7290452.592743 + Penalty 5342.930139 = -7285109.662604
  nChanged 15
		SP:Iteration 73Q (152303.740000 sec): 3 clusters
  Score: Raw -7290459.237664 + Penalty 5342.930139 = -7285116.307525
  nChanged 18
		SP:Iteration 74Q (152304.170000 sec): 3 clusters
  Score: Raw -7290467.179193 + Penalty 5342.930139 = -7285124.249055
  nChanged 17
		SP:Iteration 75Q (152304.700000 sec): 3 clusters
  Score: Raw -7290474.736714 + Penalty 5342.930139 = -7285131.806575
  nChanged 16
		SP:Iteration 76Q (152305.310000 sec): 3 clusters
  Score: Raw -7290479.172474 + Penalty 5342.930139 = -7285136.242335
  nChanged 10
		SP:Iteration 77Q (152305.800000 sec): 3 clusters
  Score: Raw -7290482.595532 + Penalty 5342.930139 = -7285139.665394
  nChanged 11
		SP:Iteration 78Q (152306.310000 sec): 3 clusters
  Score: Raw -7290485.923139 + Penalty 5342.930139 = -7285142.993000
  nChanged 5
		SP:Iteration 79Q (152306.830000 sec): 3 clusters
  Score: Raw -7290488.342390 + Penalty 5342.930139 = -7285145.412251
  nChanged 6
		SP:Iteration 80F (152307.400000 sec): 3 clusters
  Score: Raw -7290490.412053 + Penalty 5342.930139 = -7285147.481914
  nChanged 7
		SP:Iteration 81Q (152307.860000 sec): 3 clusters
  Score: Raw -7290493.043588 + Penalty 5342.930139 = -7285150.113449
  nChanged 7
		SP:Iteration 82Q (152308.340000 sec): 3 clusters
  Score: Raw -7290495.578211 + Penalty 5342.930139 = -7285152.648072
  nChanged 6
		SP:Iteration 83Q (152308.730000 sec): 3 clusters
  Score: Raw -7290497.835949 + Penalty 5342.930139 = -7285154.905810
  nChanged 9
		SP:Iteration 84Q (152309.190000 sec): 3 clusters
  Score: Raw -7290500.996630 + Penalty 5342.930139 = -7285158.066492
  nChanged 9
		SP:Iteration 85Q (152309.640000 sec): 3 clusters
  Score: Raw -7290505.386478 + Penalty 5342.930139 = -7285162.456340
  nChanged 6
		SP:Iteration 86Q (152310.180000 sec): 3 clusters
  Score: Raw -7290508.451149 + Penalty 5342.930139 = -7285165.521011
  nChanged 8
		SP:Iteration 87Q (152310.680000 sec): 3 clusters
  Score: Raw -7290511.139026 + Penalty 5342.930139 = -7285168.208887
  nChanged 6
		SP:Iteration 88Q (152311.080000 sec): 3 clusters
  Score: Raw -7290512.540931 + Penalty 5342.930139 = -7285169.610792
  nChanged 5
		SP:Iteration 89Q (152311.500000 sec): 3 clusters
  Score: Raw -7290513.672225 + Penalty 5342.930139 = -7285170.742086
  nChanged 2
		SP:Iteration 90Q (152311.940000 sec): 3 clusters
  Score: Raw -7290514.716810 + Penalty 5342.930139 = -7285171.786671
  nChanged 4
		SP:Iteration 91Q (152312.430000 sec): 3 clusters
  Score: Raw -7290515.695602 + Penalty 5342.930139 = -7285172.765463
  nChanged 2
		SP:Iteration 92Q (152312.950000 sec): 3 clusters
  Score: Raw -7290516.057658 + Penalty 5342.930139 = -7285173.127519
  nChanged 0
		SP:Iteration 93F (152313.410000 sec): 3 clusters
  Score: Raw -7290516.057658 + Penalty 5342.930139 = -7285173.127519
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 61 (4535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152313.560000 sec): 2 clusters
  Score: Raw -708766.995439 + Penalty 2088.055930 = -706678.939509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152313.780000 sec): 3 clusters
  Score: Raw -706659.196913 + Penalty 4176.111860 = -702483.085053
  nChanged 1692
		SP:Iteration 1F (152314.010000 sec): 3 clusters
  Score: Raw -707682.120054 + Penalty 4176.111860 = -703506.008194
  nChanged 378
		SP:Iteration 2F (152314.220000 sec): 3 clusters
  Score: Raw -707954.237177 + Penalty 4176.111860 = -703778.125317
  nChanged 273
		SP:Iteration 3F (152314.390000 sec): 3 clusters
  Score: Raw -708174.104587 + Penalty 4176.111860 = -703997.992728
  nChanged 237
		SP:Iteration 4F (152314.570000 sec): 3 clusters
  Score: Raw -708411.589989 + Penalty 4176.111860 = -704235.478130
  nChanged 259
		SP:Iteration 5F (152314.750000 sec): 3 clusters
  Score: Raw -708702.447552 + Penalty 4176.111860 = -704526.335693
  nChanged 243
		SP:Iteration 6F (152314.930000 sec): 3 clusters
  Score: Raw -709148.365615 + Penalty 4176.111860 = -704972.253755
  nChanged 268
		SP:Iteration 7F (152315.060000 sec): 3 clusters
  Score: Raw -709541.729489 + Penalty 4176.111860 = -705365.617629
  nChanged 229
		SP:Iteration 8F (152315.280000 sec): 3 clusters
  Score: Raw -709748.495794 + Penalty 4176.111860 = -705572.383935
  nChanged 166
		SP:Iteration 9Q (152315.510000 sec): 3 clusters
  Score: Raw -709855.072905 + Penalty 4176.111860 = -705678.961045
  nChanged 102
		SP:Iteration 10Q (152315.750000 sec): 3 clusters
  Score: Raw -709922.590678 + Penalty 4176.111860 = -705746.478818
  nChanged 77
		SP:Iteration 11Q (152315.880000 sec): 3 clusters
  Score: Raw -709967.522609 + Penalty 4176.111860 = -705791.410749
  nChanged 54
		SP:Iteration 12Q (152316.030000 sec): 3 clusters
  Score: Raw -709995.131826 + Penalty 4176.111860 = -705819.019966
  nChanged 40
		SP:Iteration 13Q (152316.240000 sec): 3 clusters
  Score: Raw -710013.641490 + Penalty 4176.111860 = -705837.529631
  nChanged 32
		SP:Iteration 14Q (152316.410000 sec): 3 clusters
  Score: Raw -710030.830811 + Penalty 4176.111860 = -705854.718951
  nChanged 33
		SP:Iteration 15Q (152316.600000 sec): 3 clusters
  Score: Raw -710048.214138 + Penalty 4176.111860 = -705872.102278
  nChanged 29
		SP:Iteration 16Q (152316.820000 sec): 3 clusters
  Score: Raw -710061.727763 + Penalty 4176.111860 = -705885.615903
  nChanged 24
		SP:Iteration 17Q (152316.990000 sec): 3 clusters
  Score: Raw -710073.542430 + Penalty 4176.111860 = -705897.430570
  nChanged 26
		SP:Iteration 18Q (152317.150000 sec): 3 clusters
  Score: Raw -710086.793838 + Penalty 4176.111860 = -705910.681978
  nChanged 26
		SP:Iteration 19Q (152317.370000 sec): 3 clusters
  Score: Raw -710099.343143 + Penalty 4176.111860 = -705923.231283
  nChanged 30
		SP:Iteration 20F (152317.490000 sec): 3 clusters
  Score: Raw -710113.026707 + Penalty 4176.111860 = -705936.914847
  nChanged 20
		SP:Iteration 21Q (152317.640000 sec): 3 clusters
  Score: Raw -710123.216835 + Penalty 4176.111860 = -705947.104975
  nChanged 20
		SP:Iteration 22Q (152317.850000 sec): 3 clusters
  Score: Raw -710131.934427 + Penalty 4176.111860 = -705955.822567
  nChanged 18
		SP:Iteration 23Q (152318.050000 sec): 3 clusters
  Score: Raw -710139.610468 + Penalty 4176.111860 = -705963.498608
  nChanged 17
		SP:Iteration 24Q (152318.240000 sec): 3 clusters
  Score: Raw -710146.521534 + Penalty 4176.111860 = -705970.409674
  nChanged 13
		SP:Iteration 25Q (152318.490000 sec): 3 clusters
  Score: Raw -710154.662495 + Penalty 4176.111860 = -705978.550635
  nChanged 18
		SP:Iteration 26Q (152318.610000 sec): 3 clusters
  Score: Raw -710164.043596 + Penalty 4176.111860 = -705987.931736
  nChanged 13
		SP:Iteration 27Q (152318.810000 sec): 3 clusters
  Score: Raw -710170.120465 + Penalty 4176.111860 = -705994.008605
  nChanged 12
		SP:Iteration 28Q (152318.980000 sec): 3 clusters
  Score: Raw -710177.602930 + Penalty 4176.111860 = -706001.491071
  nChanged 15
		SP:Iteration 29Q (152319.130000 sec): 3 clusters
  Score: Raw -710184.795584 + Penalty 4176.111860 = -706008.683724
  nChanged 12
		SP:Iteration 30Q (152319.300000 sec): 3 clusters
  Score: Raw -710190.458028 + Penalty 4176.111860 = -706014.346169
  nChanged 11
		SP:Iteration 31Q (152319.490000 sec): 3 clusters
  Score: Raw -710195.706096 + Penalty 4176.111860 = -706019.594236
  nChanged 6
		SP:Iteration 32Q (152319.690000 sec): 3 clusters
  Score: Raw -710197.876711 + Penalty 4176.111860 = -706021.764852
  nChanged 5
		SP:Iteration 33Q (152319.900000 sec): 3 clusters
  Score: Raw -710199.867789 + Penalty 4176.111860 = -706023.755929
  nChanged 7
		SP:Iteration 34Q (152320.100000 sec): 3 clusters
  Score: Raw -710203.624823 + Penalty 4176.111860 = -706027.512963
  nChanged 6
		SP:Iteration 35Q (152320.290000 sec): 3 clusters
  Score: Raw -710205.946884 + Penalty 4176.111860 = -706029.835024
  nChanged 7
		SP:Iteration 36Q (152320.460000 sec): 3 clusters
  Score: Raw -710209.991786 + Penalty 4176.111860 = -706033.879926
  nChanged 9
		SP:Iteration 37Q (152320.660000 sec): 3 clusters
  Score: Raw -710215.204776 + Penalty 4176.111860 = -706039.092916
  nChanged 8
		SP:Iteration 38Q (152320.790000 sec): 3 clusters
  Score: Raw -710218.256581 + Penalty 4176.111860 = -706042.144721
  nChanged 5
		SP:Iteration 39Q (152320.990000 sec): 3 clusters
  Score: Raw -710219.855471 + Penalty 4176.111860 = -706043.743611
  nChanged 2
		SP:Iteration 40F (152321.150000 sec): 3 clusters
  Score: Raw -710220.344911 + Penalty 4176.111860 = -706044.233051
  nChanged 4
		SP:Iteration 41Q (152321.320000 sec): 3 clusters
  Score: Raw -710222.362279 + Penalty 4176.111860 = -706046.250419
  nChanged 4
		SP:Iteration 42Q (152321.510000 sec): 3 clusters
  Score: Raw -710224.768258 + Penalty 4176.111860 = -706048.656398
  nChanged 3
		SP:Iteration 43Q (152321.690000 sec): 3 clusters
  Score: Raw -710225.616340 + Penalty 4176.111860 = -706049.504481
  nChanged 5
		SP:Iteration 44Q (152321.890000 sec): 3 clusters
  Score: Raw -710228.794625 + Penalty 4176.111860 = -706052.682765
  nChanged 4
		SP:Iteration 45Q (152322.080000 sec): 3 clusters
  Score: Raw -710230.726033 + Penalty 4176.111860 = -706054.614173
  nChanged 4
		SP:Iteration 46Q (152322.210000 sec): 3 clusters
  Score: Raw -710232.186471 + Penalty 4176.111860 = -706056.074611
  nChanged 4
		SP:Iteration 47Q (152322.410000 sec): 3 clusters
  Score: Raw -710233.385144 + Penalty 4176.111860 = -706057.273284
  nChanged 2
		SP:Iteration 48Q (152322.610000 sec): 3 clusters
  Score: Raw -710233.689165 + Penalty 4176.111860 = -706057.577305
  nChanged 0
		SP:Iteration 49F (152322.770000 sec): 3 clusters
  Score: Raw -710233.689165 + Penalty 4176.111860 = -706057.577305
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 62 (3673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152322.940000 sec): 2 clusters
  Score: Raw -552137.869748 + Penalty 2035.773483 = -550102.096264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152323.110000 sec): 3 clusters
  Score: Raw -550504.182235 + Penalty 4071.546967 = -546432.635268
  nChanged 1298
		SP:Iteration 1F (152323.260000 sec): 3 clusters
  Score: Raw -551377.287823 + Penalty 4071.546967 = -547305.740856
  nChanged 315
		SP:Iteration 2F (152323.410000 sec): 3 clusters
  Score: Raw -551648.001353 + Penalty 4071.546967 = -547576.454386
  nChanged 220
		SP:Iteration 3F (152323.600000 sec): 3 clusters
  Score: Raw -551845.463004 + Penalty 4071.546967 = -547773.916037
  nChanged 186
		SP:Iteration 4F (152323.730000 sec): 3 clusters
  Score: Raw -552001.863908 + Penalty 4071.546967 = -547930.316941
  nChanged 145
		SP:Iteration 5Q (152323.860000 sec): 3 clusters
  Score: Raw -552125.520596 + Penalty 4071.546967 = -548053.973629
  nChanged 132
		SP:Iteration 6Q (152324.010000 sec): 3 clusters
  Score: Raw -552225.189214 + Penalty 4071.546967 = -548153.642247
  nChanged 92
		SP:Iteration 7Q (152324.200000 sec): 3 clusters
  Score: Raw -552293.618577 + Penalty 4071.546967 = -548222.071610
  nChanged 94
		SP:Iteration 8Q (152324.330000 sec): 3 clusters
  Score: Raw -552367.814932 + Penalty 4071.546967 = -548296.267965
  nChanged 88
		SP:Iteration 9Q (152324.500000 sec): 3 clusters
  Score: Raw -552429.327954 + Penalty 4071.546967 = -548357.780987
  nChanged 73
		SP:Iteration 10Q (152324.660000 sec): 3 clusters
  Score: Raw -552479.142887 + Penalty 4071.546967 = -548407.595920
  nChanged 60
		SP:Iteration 11Q (152324.810000 sec): 3 clusters
  Score: Raw -552514.463944 + Penalty 4071.546967 = -548442.916977
  nChanged 50
		SP:Iteration 12Q (152324.940000 sec): 3 clusters
  Score: Raw -552534.713977 + Penalty 4071.546967 = -548463.167011
  nChanged 37
		SP:Iteration 13Q (152325.080000 sec): 3 clusters
  Score: Raw -552551.463304 + Penalty 4071.546967 = -548479.916337
  nChanged 35
		SP:Iteration 14Q (152325.220000 sec): 3 clusters
  Score: Raw -552568.735747 + Penalty 4071.546967 = -548497.188781
  nChanged 35
		SP:Iteration 15Q (152325.350000 sec): 3 clusters
  Score: Raw -552588.995551 + Penalty 4071.546967 = -548517.448584
  nChanged 34
		SP:Iteration 16Q (152325.530000 sec): 3 clusters
  Score: Raw -552606.725757 + Penalty 4071.546967 = -548535.178790
  nChanged 34
		SP:Iteration 17Q (152325.690000 sec): 3 clusters
  Score: Raw -552623.267334 + Penalty 4071.546967 = -548551.720367
  nChanged 30
		SP:Iteration 18Q (152325.850000 sec): 3 clusters
  Score: Raw -552636.647759 + Penalty 4071.546967 = -548565.100793
  nChanged 26
		SP:Iteration 19Q (152326.050000 sec): 3 clusters
  Score: Raw -552645.773222 + Penalty 4071.546967 = -548574.226255
  nChanged 15
		SP:Iteration 20F (152326.240000 sec): 3 clusters
  Score: Raw -552650.492754 + Penalty 4071.546967 = -548578.945787
  nChanged 9
		SP:Iteration 21Q (152326.470000 sec): 3 clusters
  Score: Raw -552654.055950 + Penalty 4071.546967 = -548582.508983
  nChanged 9
		SP:Iteration 22Q (152326.580000 sec): 3 clusters
  Score: Raw -552658.024982 + Penalty 4071.546967 = -548586.478015
  nChanged 15
		SP:Iteration 23Q (152326.770000 sec): 3 clusters
  Score: Raw -552667.913482 + Penalty 4071.546967 = -548596.366515
  nChanged 24
		SP:Iteration 24Q (152326.930000 sec): 3 clusters
  Score: Raw -552680.680052 + Penalty 4071.546967 = -548609.133085
  nChanged 22
		SP:Iteration 25Q (152327.100000 sec): 3 clusters
  Score: Raw -552690.584820 + Penalty 4071.546967 = -548619.037854
  nChanged 24
		SP:Iteration 26Q (152327.250000 sec): 3 clusters
  Score: Raw -552707.282246 + Penalty 4071.546967 = -548635.735279
  nChanged 25
		SP:Iteration 27Q (152327.380000 sec): 3 clusters
  Score: Raw -552718.033888 + Penalty 4071.546967 = -548646.486921
  nChanged 24
		SP:Iteration 28Q (152327.570000 sec): 3 clusters
  Score: Raw -552730.508039 + Penalty 4071.546967 = -548658.961073
  nChanged 25
		SP:Iteration 29Q (152327.720000 sec): 3 clusters
  Score: Raw -552744.964579 + Penalty 4071.546967 = -548673.417612
  nChanged 41
		SP:Iteration 30Q (152327.910000 sec): 3 clusters
  Score: Raw -552767.622220 + Penalty 4071.546967 = -548696.075253
  nChanged 33
		SP:Iteration 31Q (152328.090000 sec): 3 clusters
  Score: Raw -552783.141773 + Penalty 4071.546967 = -548711.594806
  nChanged 37
		SP:Iteration 32Q (152328.290000 sec): 3 clusters
  Score: Raw -552801.701466 + Penalty 4071.546967 = -548730.154499
  nChanged 40
		SP:Iteration 33Q (152328.440000 sec): 3 clusters
  Score: Raw -552821.867430 + Penalty 4071.546967 = -548750.320463
  nChanged 31
		SP:Iteration 34Q (152328.590000 sec): 3 clusters
  Score: Raw -552840.982060 + Penalty 4071.546967 = -548769.435093
  nChanged 32
		SP:Iteration 35Q (152328.780000 sec): 3 clusters
  Score: Raw -552861.883437 + Penalty 4071.546967 = -548790.336470
  nChanged 32
		SP:Iteration 36Q (152328.940000 sec): 3 clusters
  Score: Raw -552886.575987 + Penalty 4071.546967 = -548815.029020
  nChanged 39
		SP:Iteration 37Q (152329.100000 sec): 3 clusters
  Score: Raw -552912.648586 + Penalty 4071.546967 = -548841.101619
  nChanged 32
		SP:Iteration 38Q (152329.280000 sec): 3 clusters
  Score: Raw -552930.051961 + Penalty 4071.546967 = -548858.504995
  nChanged 23
		SP:Iteration 39Q (152329.460000 sec): 3 clusters
  Score: Raw -552945.512103 + Penalty 4071.546967 = -548873.965137
  nChanged 29
		SP:Iteration 40F (152329.660000 sec): 3 clusters
  Score: Raw -552960.699636 + Penalty 4071.546967 = -548889.152669
  nChanged 22
		SP:Iteration 41Q (152329.890000 sec): 3 clusters
  Score: Raw -552971.029984 + Penalty 4071.546967 = -548899.483017
  nChanged 13
		SP:Iteration 42Q (152330.030000 sec): 3 clusters
  Score: Raw -552976.409715 + Penalty 4071.546967 = -548904.862748
  nChanged 10
		SP:Iteration 43Q (152330.180000 sec): 3 clusters
  Score: Raw -552979.246780 + Penalty 4071.546967 = -548907.699813
  nChanged 4
		SP:Iteration 44Q (152330.320000 sec): 3 clusters
  Score: Raw -552980.895079 + Penalty 4071.546967 = -548909.348112
  nChanged 6
		SP:Iteration 45Q (152330.520000 sec): 3 clusters
  Score: Raw -552983.708990 + Penalty 4071.546967 = -548912.162023
  nChanged 7
		SP:Iteration 46Q (152330.760000 sec): 3 clusters
  Score: Raw -552986.554205 + Penalty 4071.546967 = -548915.007238
  nChanged 7
		SP:Iteration 47Q (152330.990000 sec): 3 clusters
  Score: Raw -552989.712138 + Penalty 4071.546967 = -548918.165171
  nChanged 8
		SP:Iteration 48Q (152331.230000 sec): 3 clusters
  Score: Raw -552992.614014 + Penalty 4071.546967 = -548921.067047
  nChanged 8
		SP:Iteration 49Q (152331.450000 sec): 3 clusters
  Score: Raw -552996.296066 + Penalty 4071.546967 = -548924.749100
  nChanged 3
		SP:Iteration 50Q (152331.660000 sec): 3 clusters
  Score: Raw -552997.404943 + Penalty 4071.546967 = -548925.857976
  nChanged 2
		SP:Iteration 51Q (152331.870000 sec): 3 clusters
  Score: Raw -552998.089382 + Penalty 4071.546967 = -548926.542415
  nChanged 1
		SP:Iteration 52Q (152332.080000 sec): 3 clusters
  Score: Raw -552998.626530 + Penalty 4071.546967 = -548927.079563
  nChanged 0
		SP:Iteration 53F (152332.290000 sec): 3 clusters
  Score: Raw -552998.626530 + Penalty 4071.546967 = -548927.079563
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 63 (38635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152332.680000 sec): 2 clusters
  Score: Raw -6416096.665287 + Penalty 2619.354642 = -6413477.310645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152333.170000 sec): 3 clusters
  Score: Raw -6392504.203231 + Penalty 5238.709285 = -6387265.493946
  nChanged 17616
		SP:Iteration 1F (152333.590000 sec): 3 clusters
  Score: Raw -6402107.088943 + Penalty 5238.709285 = -6396868.379658
  nChanged 1641
		SP:Iteration 2Q (152334.130000 sec): 3 clusters
  Score: Raw -6402557.865922 + Penalty 5238.709285 = -6397319.156637
  nChanged 1476
		SP:Iteration 3Q (152334.620000 sec): 3 clusters
  Score: Raw -6402961.194680 + Penalty 5238.709285 = -6397722.485395
  nChanged 1335
		SP:Iteration 4Q (152335.140000 sec): 3 clusters
  Score: Raw -6403355.950265 + Penalty 5238.709285 = -6398117.240980
  nChanged 1303
		SP:Iteration 5Q (152335.550000 sec): 3 clusters
  Score: Raw -6403764.590487 + Penalty 5238.709285 = -6398525.881203
  nChanged 1253
		SP:Iteration 6Q (152336.070000 sec): 3 clusters
  Score: Raw -6404171.152484 + Penalty 5238.709285 = -6398932.443199
  nChanged 1256
		SP:Iteration 7Q (152336.550000 sec): 3 clusters
  Score: Raw -6404592.189692 + Penalty 5238.709285 = -6399353.480408
  nChanged 1272
		SP:Iteration 8Q (152337.060000 sec): 3 clusters
  Score: Raw -6404999.763745 + Penalty 5238.709285 = -6399761.054460
  nChanged 1227
		SP:Iteration 9Q (152337.560000 sec): 3 clusters
  Score: Raw -6405398.844799 + Penalty 5238.709285 = -6400160.135514
  nChanged 1239
		SP:Iteration 10Q (152338.010000 sec): 3 clusters
  Score: Raw -6405794.560663 + Penalty 5238.709285 = -6400555.851378
  nChanged 1241
		SP:Iteration 11Q (152338.450000 sec): 3 clusters
  Score: Raw -6406221.011894 + Penalty 5238.709285 = -6400982.302609
  nChanged 1257
		SP:Iteration 12Q (152338.980000 sec): 3 clusters
  Score: Raw -6406732.296163 + Penalty 5238.709285 = -6401493.586878
  nChanged 1452
		SP:Iteration 13Q (152339.430000 sec): 3 clusters
  Score: Raw -6407482.195277 + Penalty 5238.709285 = -6402243.485992
  nChanged 1648
		SP:Iteration 14Q (152339.970000 sec): 3 clusters
  Score: Raw -6408522.040215 + Penalty 5238.709285 = -6403283.330930
  nChanged 1874
		SP:Iteration 15Q (152340.390000 sec): 3 clusters
  Score: Raw -6409846.286321 + Penalty 5238.709285 = -6404607.577036
  nChanged 1852
		SP:Iteration 16Q (152340.920000 sec): 3 clusters
  Score: Raw -6410951.595406 + Penalty 5238.709285 = -6405712.886121
  nChanged 1512
		SP:Iteration 17Q (152341.420000 sec): 3 clusters
  Score: Raw -6411586.964783 + Penalty 5238.709285 = -6406348.255498
  nChanged 995
		SP:Iteration 18Q (152341.890000 sec): 3 clusters
  Score: Raw -6411891.698142 + Penalty 5238.709285 = -6406652.988858
  nChanged 652
		SP:Iteration 19Q (152342.400000 sec): 3 clusters
  Score: Raw -6412057.181969 + Penalty 5238.709285 = -6406818.472684
  nChanged 504
		SP:Iteration 20F (152342.790000 sec): 3 clusters
  Score: Raw -6412184.516126 + Penalty 5238.709285 = -6406945.806841
  nChanged 462
		SP:Iteration 21Q (152343.250000 sec): 3 clusters
  Score: Raw -6412312.743878 + Penalty 5238.709285 = -6407074.034593
  nChanged 489
		SP:Iteration 22Q (152343.690000 sec): 3 clusters
  Score: Raw -6412444.382011 + Penalty 5238.709285 = -6407205.672727
  nChanged 470
		SP:Iteration 23Q (152344.150000 sec): 3 clusters
  Score: Raw -6412586.741474 + Penalty 5238.709285 = -6407348.032190
  nChanged 475
		SP:Iteration 24Q (152344.620000 sec): 3 clusters
  Score: Raw -6412732.078194 + Penalty 5238.709285 = -6407493.368910
  nChanged 500
		SP:Iteration 25Q (152345.080000 sec): 3 clusters
  Score: Raw -6412880.732554 + Penalty 5238.709285 = -6407642.023269
  nChanged 501
		SP:Iteration 26Q (152345.560000 sec): 3 clusters
  Score: Raw -6413032.657782 + Penalty 5238.709285 = -6407793.948497
  nChanged 465
		SP:Iteration 27Q (152346.020000 sec): 3 clusters
  Score: Raw -6413168.343808 + Penalty 5238.709285 = -6407929.634524
  nChanged 467
		SP:Iteration 28Q (152346.470000 sec): 3 clusters
  Score: Raw -6413297.587499 + Penalty 5238.709285 = -6408058.878214
  nChanged 464
		SP:Iteration 29Q (152346.910000 sec): 3 clusters
  Score: Raw -6413420.182383 + Penalty 5238.709285 = -6408181.473098
  nChanged 433
		SP:Iteration 30Q (152347.430000 sec): 3 clusters
  Score: Raw -6413535.754595 + Penalty 5238.709285 = -6408297.045311
  nChanged 430
		SP:Iteration 31Q (152347.880000 sec): 3 clusters
  Score: Raw -6413652.575039 + Penalty 5238.709285 = -6408413.865754
  nChanged 405
		SP:Iteration 32Q (152348.350000 sec): 3 clusters
  Score: Raw -6413760.504938 + Penalty 5238.709285 = -6408521.795653
  nChanged 375
		SP:Iteration 33Q (152348.820000 sec): 3 clusters
  Score: Raw -6413853.562388 + Penalty 5238.709285 = -6408614.853104
  nChanged 363
		SP:Iteration 34Q (152349.250000 sec): 3 clusters
  Score: Raw -6413947.404616 + Penalty 5238.709285 = -6408708.695331
  nChanged 340
		SP:Iteration 35Q (152349.750000 sec): 3 clusters
  Score: Raw -6414027.355241 + Penalty 5238.709285 = -6408788.645957
  nChanged 293
		SP:Iteration 36Q (152350.160000 sec): 3 clusters
  Score: Raw -6414082.984242 + Penalty 5238.709285 = -6408844.274957
  nChanged 242
		SP:Iteration 37Q (152350.620000 sec): 3 clusters
  Score: Raw -6414119.265511 + Penalty 5238.709285 = -6408880.556227
  nChanged 195
		SP:Iteration 38Q (152351.010000 sec): 3 clusters
  Score: Raw -6414145.417466 + Penalty 5238.709285 = -6408906.708181
  nChanged 167
		SP:Iteration 39Q (152351.450000 sec): 3 clusters
  Score: Raw -6414167.323783 + Penalty 5238.709285 = -6408928.614498
  nChanged 171
		SP:Iteration 40F (152351.890000 sec): 3 clusters
  Score: Raw -6414193.706456 + Penalty 5238.709285 = -6408954.997172
  nChanged 172
		SP:Iteration 41Q (152352.370000 sec): 3 clusters
  Score: Raw -6414217.188985 + Penalty 5238.709285 = -6408978.479700
  nChanged 167
		SP:Iteration 42Q (152352.790000 sec): 3 clusters
  Score: Raw -6414238.008698 + Penalty 5238.709285 = -6408999.299413
  nChanged 141
		SP:Iteration 43Q (152353.230000 sec): 3 clusters
  Score: Raw -6414255.701773 + Penalty 5238.709285 = -6409016.992489
  nChanged 144
		SP:Iteration 44Q (152353.710000 sec): 3 clusters
  Score: Raw -6414274.890124 + Penalty 5238.709285 = -6409036.180840
  nChanged 131
		SP:Iteration 45Q (152354.120000 sec): 3 clusters
  Score: Raw -6414290.977272 + Penalty 5238.709285 = -6409052.267987
  nChanged 126
		SP:Iteration 46Q (152354.580000 sec): 3 clusters
  Score: Raw -6414304.249997 + Penalty 5238.709285 = -6409065.540712
  nChanged 120
		SP:Iteration 47Q (152355.080000 sec): 3 clusters
  Score: Raw -6414316.769923 + Penalty 5238.709285 = -6409078.060638
  nChanged 105
		SP:Iteration 48Q (152355.540000 sec): 3 clusters
  Score: Raw -6414327.227134 + Penalty 5238.709285 = -6409088.517849
  nChanged 103
		SP:Iteration 49Q (152355.970000 sec): 3 clusters
  Score: Raw -6414338.278839 + Penalty 5238.709285 = -6409099.569554
  nChanged 123
		SP:Iteration 50Q (152356.480000 sec): 3 clusters
  Score: Raw -6414351.267684 + Penalty 5238.709285 = -6409112.558399
  nChanged 116
		SP:Iteration 51Q (152357.040000 sec): 3 clusters
  Score: Raw -6414363.016614 + Penalty 5238.709285 = -6409124.307329
  nChanged 107
		SP:Iteration 52Q (152357.480000 sec): 3 clusters
  Score: Raw -6414373.248384 + Penalty 5238.709285 = -6409134.539100
  nChanged 98
		SP:Iteration 53Q (152357.900000 sec): 3 clusters
  Score: Raw -6414382.869507 + Penalty 5238.709285 = -6409144.160222
  nChanged 87
		SP:Iteration 54Q (152358.350000 sec): 3 clusters
  Score: Raw -6414389.541926 + Penalty 5238.709285 = -6409150.832641
  nChanged 84
		SP:Iteration 55Q (152358.780000 sec): 3 clusters
  Score: Raw -6414397.314260 + Penalty 5238.709285 = -6409158.604976
  nChanged 82
		SP:Iteration 56Q (152359.280000 sec): 3 clusters
  Score: Raw -6414405.261672 + Penalty 5238.709285 = -6409166.552387
  nChanged 86
		SP:Iteration 57Q (152359.710000 sec): 3 clusters
  Score: Raw -6414412.514039 + Penalty 5238.709285 = -6409173.804754
  nChanged 85
		SP:Iteration 58Q (152360.140000 sec): 3 clusters
  Score: Raw -6414419.839237 + Penalty 5238.709285 = -6409181.129953
  nChanged 76
		SP:Iteration 59Q (152360.540000 sec): 3 clusters
  Score: Raw -6414427.381527 + Penalty 5238.709285 = -6409188.672243
  nChanged 83
		SP:Iteration 60F (152361.030000 sec): 3 clusters
  Score: Raw -6414435.607009 + Penalty 5238.709285 = -6409196.897725
  nChanged 87
		SP:Iteration 61Q (152361.550000 sec): 3 clusters
  Score: Raw -6414444.553561 + Penalty 5238.709285 = -6409205.844277
  nChanged 96
		SP:Iteration 62Q (152361.980000 sec): 3 clusters
  Score: Raw -6414453.897514 + Penalty 5238.709285 = -6409215.188229
  nChanged 97
		SP:Iteration 63Q (152362.480000 sec): 3 clusters
  Score: Raw -6414462.710044 + Penalty 5238.709285 = -6409224.000760
  nChanged 99
		SP:Iteration 64Q (152362.960000 sec): 3 clusters
  Score: Raw -6414472.172766 + Penalty 5238.709285 = -6409233.463481
  nChanged 105
		SP:Iteration 65Q (152363.490000 sec): 3 clusters
  Score: Raw -6414483.221280 + Penalty 5238.709285 = -6409244.511995
  nChanged 98
		SP:Iteration 66Q (152363.990000 sec): 3 clusters
  Score: Raw -6414492.917331 + Penalty 5238.709285 = -6409254.208046
  nChanged 101
		SP:Iteration 67Q (152364.470000 sec): 3 clusters
  Score: Raw -6414503.088589 + Penalty 5238.709285 = -6409264.379304
  nChanged 98
		SP:Iteration 68Q (152364.960000 sec): 3 clusters
  Score: Raw -6414514.855945 + Penalty 5238.709285 = -6409276.146661
  nChanged 91
		SP:Iteration 69Q (152365.420000 sec): 3 clusters
  Score: Raw -6414524.052226 + Penalty 5238.709285 = -6409285.342941
  nChanged 83
		SP:Iteration 70Q (152365.860000 sec): 3 clusters
  Score: Raw -6414531.875309 + Penalty 5238.709285 = -6409293.166024
  nChanged 87
		SP:Iteration 71Q (152366.310000 sec): 3 clusters
  Score: Raw -6414540.255568 + Penalty 5238.709285 = -6409301.546283
  nChanged 80
		SP:Iteration 72Q (152366.830000 sec): 3 clusters
  Score: Raw -6414548.277308 + Penalty 5238.709285 = -6409309.568024
  nChanged 77
		SP:Iteration 73Q (152367.250000 sec): 3 clusters
  Score: Raw -6414555.721589 + Penalty 5238.709285 = -6409317.012305
  nChanged 74
		SP:Iteration 74Q (152367.700000 sec): 3 clusters
  Score: Raw -6414561.544744 + Penalty 5238.709285 = -6409322.835460
  nChanged 54
		SP:Iteration 75Q (152368.130000 sec): 3 clusters
  Score: Raw -6414565.583349 + Penalty 5238.709285 = -6409326.874064
  nChanged 46
		SP:Iteration 76Q (152368.570000 sec): 3 clusters
  Score: Raw -6414568.961088 + Penalty 5238.709285 = -6409330.251803
  nChanged 41
		SP:Iteration 77Q (152369.050000 sec): 3 clusters
  Score: Raw -6414572.032011 + Penalty 5238.709285 = -6409333.322726
  nChanged 37
		SP:Iteration 78Q (152369.560000 sec): 3 clusters
  Score: Raw -6414575.032542 + Penalty 5238.709285 = -6409336.323257
  nChanged 43
		SP:Iteration 79Q (152369.970000 sec): 3 clusters
  Score: Raw -6414578.451013 + Penalty 5238.709285 = -6409339.741728
  nChanged 43
		SP:Iteration 80F (152370.430000 sec): 3 clusters
  Score: Raw -6414581.387673 + Penalty 5238.709285 = -6409342.678388
  nChanged 46
		SP:Iteration 81Q (152370.870000 sec): 3 clusters
  Score: Raw -6414584.921998 + Penalty 5238.709285 = -6409346.212713
  nChanged 45
		SP:Iteration 82Q (152371.370000 sec): 3 clusters
  Score: Raw -6414587.890675 + Penalty 5238.709285 = -6409349.181391
  nChanged 43
		SP:Iteration 83Q (152371.750000 sec): 3 clusters
  Score: Raw -6414591.305250 + Penalty 5238.709285 = -6409352.595965
  nChanged 45
		SP:Iteration 84Q (152372.130000 sec): 3 clusters
  Score: Raw -6414594.477784 + Penalty 5238.709285 = -6409355.768499
  nChanged 41
		SP:Iteration 85Q (152372.550000 sec): 3 clusters
  Score: Raw -6414597.372482 + Penalty 5238.709285 = -6409358.663198
  nChanged 41
		SP:Iteration 86Q (152372.950000 sec): 3 clusters
  Score: Raw -6414600.070988 + Penalty 5238.709285 = -6409361.361704
  nChanged 33
		SP:Iteration 87Q (152373.390000 sec): 3 clusters
  Score: Raw -6414602.193968 + Penalty 5238.709285 = -6409363.484684
  nChanged 34
		SP:Iteration 88Q (152373.770000 sec): 3 clusters
  Score: Raw -6414604.290869 + Penalty 5238.709285 = -6409365.581584
  nChanged 34
		SP:Iteration 89Q (152374.220000 sec): 3 clusters
  Score: Raw -6414606.596032 + Penalty 5238.709285 = -6409367.886748
  nChanged 35
		SP:Iteration 90Q (152374.710000 sec): 3 clusters
  Score: Raw -6414608.742710 + Penalty 5238.709285 = -6409370.033425
  nChanged 41
		SP:Iteration 91Q (152375.180000 sec): 3 clusters
  Score: Raw -6414611.701553 + Penalty 5238.709285 = -6409372.992269
  nChanged 34
		SP:Iteration 92Q (152375.590000 sec): 3 clusters
  Score: Raw -6414614.021762 + Penalty 5238.709285 = -6409375.312477
  nChanged 30
		SP:Iteration 93Q (152376.050000 sec): 3 clusters
  Score: Raw -6414615.923275 + Penalty 5238.709285 = -6409377.213990
  nChanged 30
		SP:Iteration 94Q (152376.480000 sec): 3 clusters
  Score: Raw -6414618.093851 + Penalty 5238.709285 = -6409379.384566
  nChanged 35
		SP:Iteration 95Q (152376.910000 sec): 3 clusters
  Score: Raw -6414620.245192 + Penalty 5238.709285 = -6409381.535907
  nChanged 34
		SP:Iteration 96Q (152377.440000 sec): 3 clusters
  Score: Raw -6414622.575809 + Penalty 5238.709285 = -6409383.866524
  nChanged 42
		SP:Iteration 97Q (152377.900000 sec): 3 clusters
  Score: Raw -6414626.052652 + Penalty 5238.709285 = -6409387.343368
  nChanged 34
		SP:Iteration 98Q (152378.390000 sec): 3 clusters
  Score: Raw -6414628.572505 + Penalty 5238.709285 = -6409389.863221
  nChanged 44
		SP:Iteration 99Q (152378.830000 sec): 3 clusters
  Score: Raw -6414632.311806 + Penalty 5238.709285 = -6409393.602521
  nChanged 41
		SP:Iteration 100F (152379.430000 sec): 3 clusters
  Score: Raw -6414635.366111 + Penalty 5238.709285 = -6409396.656826
  nChanged 38
		SP:Iteration 101Q (152379.870000 sec): 3 clusters
  Score: Raw -6414638.281089 + Penalty 5238.709285 = -6409399.571804
  nChanged 36
		SP:Iteration 102Q (152380.390000 sec): 3 clusters
  Score: Raw -6414640.831951 + Penalty 5238.709285 = -6409402.122666
  nChanged 39
		SP:Iteration 103Q (152380.970000 sec): 3 clusters
  Score: Raw -6414643.680939 + Penalty 5238.709285 = -6409404.971655
  nChanged 32
		SP:Iteration 104Q (152381.390000 sec): 3 clusters
  Score: Raw -6414645.589550 + Penalty 5238.709285 = -6409406.880265
  nChanged 25
		SP:Iteration 105Q (152381.830000 sec): 3 clusters
  Score: Raw -6414647.076768 + Penalty 5238.709285 = -6409408.367483
  nChanged 21
		SP:Iteration 106Q (152382.290000 sec): 3 clusters
  Score: Raw -6414648.169444 + Penalty 5238.709285 = -6409409.460160
  nChanged 11
		SP:Iteration 107Q (152382.770000 sec): 3 clusters
  Score: Raw -6414648.694720 + Penalty 5238.709285 = -6409409.985435
  nChanged 7
		SP:Iteration 108Q (152383.250000 sec): 3 clusters
  Score: Raw -6414648.912511 + Penalty 5238.709285 = -6409410.203227
  nChanged 9
		SP:Iteration 109Q (152383.740000 sec): 3 clusters
  Score: Raw -6414649.572192 + Penalty 5238.709285 = -6409410.862908
  nChanged 14
		SP:Iteration 110Q (152384.210000 sec): 3 clusters
  Score: Raw -6414650.395295 + Penalty 5238.709285 = -6409411.686011
  nChanged 13
		SP:Iteration 111Q (152384.700000 sec): 3 clusters
  Score: Raw -6414651.218313 + Penalty 5238.709285 = -6409412.509028
  nChanged 21
		SP:Iteration 112Q (152385.210000 sec): 3 clusters
  Score: Raw -6414652.370145 + Penalty 5238.709285 = -6409413.660860
  nChanged 17
		SP:Iteration 113Q (152385.690000 sec): 3 clusters
  Score: Raw -6414653.518315 + Penalty 5238.709285 = -6409414.809030
  nChanged 15
		SP:Iteration 114Q (152386.200000 sec): 3 clusters
  Score: Raw -6414654.265882 + Penalty 5238.709285 = -6409415.556597
  nChanged 15
		SP:Iteration 115Q (152386.700000 sec): 3 clusters
  Score: Raw -6414655.047476 + Penalty 5238.709285 = -6409416.338192
  nChanged 14
		SP:Iteration 116Q (152387.230000 sec): 3 clusters
  Score: Raw -6414655.880361 + Penalty 5238.709285 = -6409417.171076
  nChanged 20
		SP:Iteration 117Q (152387.700000 sec): 3 clusters
  Score: Raw -6414657.142651 + Penalty 5238.709285 = -6409418.433367
  nChanged 24
		SP:Iteration 118Q (152388.120000 sec): 3 clusters
  Score: Raw -6414658.842066 + Penalty 5238.709285 = -6409420.132781
  nChanged 17
		SP:Iteration 119Q (152388.580000 sec): 3 clusters
  Score: Raw -6414660.022081 + Penalty 5238.709285 = -6409421.312796
  nChanged 17
		SP:Iteration 120F (152389.080000 sec): 3 clusters
  Score: Raw -6414661.016881 + Penalty 5238.709285 = -6409422.307596
  nChanged 18
		SP:Iteration 121Q (152389.550000 sec): 3 clusters
  Score: Raw -6414662.269006 + Penalty 5238.709285 = -6409423.559721
  nChanged 18
		SP:Iteration 122Q (152390.040000 sec): 3 clusters
  Score: Raw -6414663.279123 + Penalty 5238.709285 = -6409424.569839
  nChanged 15
		SP:Iteration 123Q (152390.530000 sec): 3 clusters
  Score: Raw -6414664.219316 + Penalty 5238.709285 = -6409425.510031
  nChanged 12
		SP:Iteration 124Q (152390.990000 sec): 3 clusters
  Score: Raw -6414664.932929 + Penalty 5238.709285 = -6409426.223644
  nChanged 15
		SP:Iteration 125Q (152391.440000 sec): 3 clusters
  Score: Raw -6414665.759769 + Penalty 5238.709285 = -6409427.050484
  nChanged 13
		SP:Iteration 126Q (152391.870000 sec): 3 clusters
  Score: Raw -6414666.567422 + Penalty 5238.709285 = -6409427.858137
  nChanged 14
		SP:Iteration 127Q (152392.270000 sec): 3 clusters
  Score: Raw -6414667.424767 + Penalty 5238.709285 = -6409428.715483
  nChanged 24
		SP:Iteration 128Q (152392.680000 sec): 3 clusters
  Score: Raw -6414668.774794 + Penalty 5238.709285 = -6409430.065510
  nChanged 15
		SP:Iteration 129Q (152393.180000 sec): 3 clusters
  Score: Raw -6414669.607376 + Penalty 5238.709285 = -6409430.898091
  nChanged 11
		SP:Iteration 130Q (152393.640000 sec): 3 clusters
  Score: Raw -6414670.390386 + Penalty 5238.709285 = -6409431.681101
  nChanged 15
		SP:Iteration 131Q (152394.130000 sec): 3 clusters
  Score: Raw -6414671.068661 + Penalty 5238.709285 = -6409432.359377
  nChanged 8
		SP:Iteration 132Q (152394.550000 sec): 3 clusters
  Score: Raw -6414671.463567 + Penalty 5238.709285 = -6409432.754283
  nChanged 9
		SP:Iteration 133Q (152394.990000 sec): 3 clusters
  Score: Raw -6414671.882675 + Penalty 5238.709285 = -6409433.173390
  nChanged 9
		SP:Iteration 134Q (152395.470000 sec): 3 clusters
  Score: Raw -6414672.511852 + Penalty 5238.709285 = -6409433.802567
  nChanged 18
		SP:Iteration 135Q (152395.960000 sec): 3 clusters
  Score: Raw -6414673.443489 + Penalty 5238.709285 = -6409434.734204
  nChanged 16
		SP:Iteration 136Q (152396.400000 sec): 3 clusters
  Score: Raw -6414674.289930 + Penalty 5238.709285 = -6409435.580645
  nChanged 14
		SP:Iteration 137Q (152396.830000 sec): 3 clusters
  Score: Raw -6414674.993264 + Penalty 5238.709285 = -6409436.283979
  nChanged 12
		SP:Iteration 138Q (152397.340000 sec): 3 clusters
  Score: Raw -6414675.742545 + Penalty 5238.709285 = -6409437.033260
  nChanged 16
		SP:Iteration 139Q (152397.850000 sec): 3 clusters
  Score: Raw -6414676.701417 + Penalty 5238.709285 = -6409437.992132
  nChanged 14
		SP:Iteration 140F (152398.290000 sec): 3 clusters
  Score: Raw -6414677.446771 + Penalty 5238.709285 = -6409438.737487
  nChanged 12
		SP:Iteration 141Q (152398.840000 sec): 3 clusters
  Score: Raw -6414678.244951 + Penalty 5238.709285 = -6409439.535666
  nChanged 15
		SP:Iteration 142Q (152399.290000 sec): 3 clusters
  Score: Raw -6414678.978941 + Penalty 5238.709285 = -6409440.269657
  nChanged 14
		SP:Iteration 143Q (152399.740000 sec): 3 clusters
  Score: Raw -6414679.750500 + Penalty 5238.709285 = -6409441.041215
  nChanged 13
		SP:Iteration 144Q (152400.210000 sec): 3 clusters
  Score: Raw -6414680.429314 + Penalty 5238.709285 = -6409441.720030
  nChanged 11
		SP:Iteration 145Q (152400.680000 sec): 3 clusters
  Score: Raw -6414681.089867 + Penalty 5238.709285 = -6409442.380582
  nChanged 15
		SP:Iteration 146Q (152401.200000 sec): 3 clusters
  Score: Raw -6414681.894937 + Penalty 5238.709285 = -6409443.185652
  nChanged 13
		SP:Iteration 147Q (152401.640000 sec): 3 clusters
  Score: Raw -6414682.671869 + Penalty 5238.709285 = -6409443.962584
  nChanged 14
		SP:Iteration 148Q (152402.080000 sec): 3 clusters
  Score: Raw -6414683.485676 + Penalty 5238.709285 = -6409444.776392
  nChanged 15
		SP:Iteration 149Q (152402.580000 sec): 3 clusters
  Score: Raw -6414684.179057 + Penalty 5238.709285 = -6409445.469773
  nChanged 14
		SP:Iteration 150Q (152403.060000 sec): 3 clusters
  Score: Raw -6414684.928153 + Penalty 5238.709285 = -6409446.218868
  nChanged 10
		SP:Iteration 151Q (152403.530000 sec): 3 clusters
  Score: Raw -6414685.565821 + Penalty 5238.709285 = -6409446.856537
  nChanged 17
		SP:Iteration 152Q (152403.950000 sec): 3 clusters
  Score: Raw -6414686.545005 + Penalty 5238.709285 = -6409447.835721
  nChanged 23
		SP:Iteration 153Q (152404.400000 sec): 3 clusters
  Score: Raw -6414688.137350 + Penalty 5238.709285 = -6409449.428065
  nChanged 29
		SP:Iteration 154Q (152404.800000 sec): 3 clusters
  Score: Raw -6414690.156045 + Penalty 5238.709285 = -6409451.446760
  nChanged 27
		SP:Iteration 155Q (152405.240000 sec): 3 clusters
  Score: Raw -6414691.904009 + Penalty 5238.709285 = -6409453.194724
  nChanged 27
		SP:Iteration 156Q (152405.710000 sec): 3 clusters
  Score: Raw -6414693.755674 + Penalty 5238.709285 = -6409455.046389
  nChanged 26
		SP:Iteration 157Q (152406.170000 sec): 3 clusters
  Score: Raw -6414695.334902 + Penalty 5238.709285 = -6409456.625617
  nChanged 20
		SP:Iteration 158Q (152406.690000 sec): 3 clusters
  Score: Raw -6414696.497964 + Penalty 5238.709285 = -6409457.788680
  nChanged 20
		SP:Iteration 159Q (152407.090000 sec): 3 clusters
  Score: Raw -6414697.793343 + Penalty 5238.709285 = -6409459.084058
  nChanged 24
		SP:Iteration 160F (152407.590000 sec): 3 clusters
  Score: Raw -6414699.512716 + Penalty 5238.709285 = -6409460.803432
  nChanged 29
		SP:Iteration 161Q (152408.100000 sec): 3 clusters
  Score: Raw -6414701.488564 + Penalty 5238.709285 = -6409462.779279
  nChanged 27
		SP:Iteration 162Q (152408.500000 sec): 3 clusters
  Score: Raw -6414703.112452 + Penalty 5238.709285 = -6409464.403167
  nChanged 29
		SP:Iteration 163Q (152408.980000 sec): 3 clusters
  Score: Raw -6414704.958644 + Penalty 5238.709285 = -6409466.249359
  nChanged 22
		SP:Iteration 164Q (152409.420000 sec): 3 clusters
  Score: Raw -6414706.534102 + Penalty 5238.709285 = -6409467.824817
  nChanged 29
		SP:Iteration 165Q (152409.810000 sec): 3 clusters
  Score: Raw -6414709.202293 + Penalty 5238.709285 = -6409470.493008
  nChanged 37
		SP:Iteration 166Q (152410.250000 sec): 3 clusters
  Score: Raw -6414711.678027 + Penalty 5238.709285 = -6409472.968742
  nChanged 30
		SP:Iteration 167Q (152410.620000 sec): 3 clusters
  Score: Raw -6414713.804473 + Penalty 5238.709285 = -6409475.095188
  nChanged 33
		SP:Iteration 168Q (152411.000000 sec): 3 clusters
  Score: Raw -6414716.116286 + Penalty 5238.709285 = -6409477.407001
  nChanged 29
		SP:Iteration 169Q (152411.420000 sec): 3 clusters
  Score: Raw -6414718.255444 + Penalty 5238.709285 = -6409479.546160
  nChanged 29
		SP:Iteration 170Q (152411.920000 sec): 3 clusters
  Score: Raw -6414720.874362 + Penalty 5238.709285 = -6409482.165078
  nChanged 34
		SP:Iteration 171Q (152412.350000 sec): 3 clusters
  Score: Raw -6414723.850967 + Penalty 5238.709285 = -6409485.141683
  nChanged 37
		SP:Iteration 172Q (152412.850000 sec): 3 clusters
  Score: Raw -6414727.138017 + Penalty 5238.709285 = -6409488.428732
  nChanged 42
		SP:Iteration 173Q (152413.260000 sec): 3 clusters
  Score: Raw -6414730.711874 + Penalty 5238.709285 = -6409492.002590
  nChanged 38
		SP:Iteration 174Q (152413.760000 sec): 3 clusters
  Score: Raw -6414733.855679 + Penalty 5238.709285 = -6409495.146395
  nChanged 32
		SP:Iteration 175Q (152414.220000 sec): 3 clusters
  Score: Raw -6414736.260401 + Penalty 5238.709285 = -6409497.551117
  nChanged 30
		SP:Iteration 176Q (152414.740000 sec): 3 clusters
  Score: Raw -6414738.238449 + Penalty 5238.709285 = -6409499.529164
  nChanged 25
		SP:Iteration 177Q (152415.200000 sec): 3 clusters
  Score: Raw -6414739.852636 + Penalty 5238.709285 = -6409501.143352
  nChanged 20
		SP:Iteration 178Q (152415.720000 sec): 3 clusters
  Score: Raw -6414741.430227 + Penalty 5238.709285 = -6409502.720942
  nChanged 24
		SP:Iteration 179Q (152416.200000 sec): 3 clusters
  Score: Raw -6414742.974305 + Penalty 5238.709285 = -6409504.265020
  nChanged 20
		SP:Iteration 180F (152416.700000 sec): 3 clusters
  Score: Raw -6414744.176906 + Penalty 5238.709285 = -6409505.467621
  nChanged 14
		SP:Iteration 181Q (152417.190000 sec): 3 clusters
  Score: Raw -6414745.170583 + Penalty 5238.709285 = -6409506.461298
  nChanged 21
		SP:Iteration 182Q (152417.660000 sec): 3 clusters
  Score: Raw -6414746.389437 + Penalty 5238.709285 = -6409507.680152
  nChanged 21
		SP:Iteration 183Q (152418.130000 sec): 3 clusters
  Score: Raw -6414747.654370 + Penalty 5238.709285 = -6409508.945085
  nChanged 12
		SP:Iteration 184Q (152418.630000 sec): 3 clusters
  Score: Raw -6414748.342657 + Penalty 5238.709285 = -6409509.633373
  nChanged 10
		SP:Iteration 185Q (152419.140000 sec): 3 clusters
  Score: Raw -6414748.947733 + Penalty 5238.709285 = -6409510.238449
  nChanged 12
		SP:Iteration 186Q (152419.640000 sec): 3 clusters
  Score: Raw -6414749.868766 + Penalty 5238.709285 = -6409511.159482
  nChanged 12
		SP:Iteration 187Q (152420.120000 sec): 3 clusters
  Score: Raw -6414750.552400 + Penalty 5238.709285 = -6409511.843115
  nChanged 10
		SP:Iteration 188Q (152420.560000 sec): 3 clusters
  Score: Raw -6414751.022430 + Penalty 5238.709285 = -6409512.313145
  nChanged 3
		SP:Iteration 189Q (152421.040000 sec): 3 clusters
  Score: Raw -6414751.148721 + Penalty 5238.709285 = -6409512.439436
  nChanged 2
		SP:Iteration 190Q (152421.480000 sec): 3 clusters
  Score: Raw -6414751.212681 + Penalty 5238.709285 = -6409512.503396
  nChanged 0
		SP:Iteration 191F (152422.010000 sec): 3 clusters
  Score: Raw -6414751.212681 + Penalty 5238.709285 = -6409512.503396
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 64 (5503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152422.100000 sec): 2 clusters
  Score: Raw -801957.045250 + Penalty 2136.036072 = -799821.009178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152422.320000 sec): 3 clusters
  Score: Raw -799205.128564 + Penalty 4272.072144 = -794933.056421
  nChanged 2148
		SP:Iteration 1F (152422.520000 sec): 3 clusters
  Score: Raw -800429.428045 + Penalty 4272.072144 = -796157.355901
  nChanged 452
		SP:Iteration 2F (152422.720000 sec): 3 clusters
  Score: Raw -800676.081396 + Penalty 4272.072144 = -796404.009252
  nChanged 301
		SP:Iteration 3F (152422.920000 sec): 3 clusters
  Score: Raw -800850.526947 + Penalty 4272.072144 = -796578.454803
  nChanged 253
		SP:Iteration 4Q (152423.110000 sec): 3 clusters
  Score: Raw -801010.788379 + Penalty 4272.072144 = -796738.716235
  nChanged 236
		SP:Iteration 5Q (152423.310000 sec): 3 clusters
  Score: Raw -801143.426889 + Penalty 4272.072144 = -796871.354745
  nChanged 209
		SP:Iteration 6Q (152423.510000 sec): 3 clusters
  Score: Raw -801269.190575 + Penalty 4272.072144 = -796997.118431
  nChanged 195
		SP:Iteration 7Q (152423.710000 sec): 3 clusters
  Score: Raw -801408.131038 + Penalty 4272.072144 = -797136.058894
  nChanged 187
		SP:Iteration 8Q (152423.910000 sec): 3 clusters
  Score: Raw -801557.053034 + Penalty 4272.072144 = -797284.980891
  nChanged 224
		SP:Iteration 9Q (152424.110000 sec): 3 clusters
  Score: Raw -801737.849713 + Penalty 4272.072144 = -797465.777569
  nChanged 221
		SP:Iteration 10Q (152424.310000 sec): 3 clusters
  Score: Raw -801894.758932 + Penalty 4272.072144 = -797622.686788
  nChanged 165
		SP:Iteration 11Q (152424.510000 sec): 3 clusters
  Score: Raw -802007.016187 + Penalty 4272.072144 = -797734.944043
  nChanged 152
		SP:Iteration 12Q (152424.700000 sec): 3 clusters
  Score: Raw -802116.104958 + Penalty 4272.072144 = -797844.032814
  nChanged 136
		SP:Iteration 13Q (152424.900000 sec): 3 clusters
  Score: Raw -802206.852141 + Penalty 4272.072144 = -797934.779997
  nChanged 106
		SP:Iteration 14Q (152425.100000 sec): 3 clusters
  Score: Raw -802258.053082 + Penalty 4272.072144 = -797985.980938
  nChanged 84
		SP:Iteration 15Q (152425.300000 sec): 3 clusters
  Score: Raw -802297.922931 + Penalty 4272.072144 = -798025.850787
  nChanged 75
		SP:Iteration 16Q (152425.500000 sec): 3 clusters
  Score: Raw -802334.597565 + Penalty 4272.072144 = -798062.525421
  nChanged 67
		SP:Iteration 17Q (152425.700000 sec): 3 clusters
  Score: Raw -802367.911257 + Penalty 4272.072144 = -798095.839113
  nChanged 55
		SP:Iteration 18Q (152425.900000 sec): 3 clusters
  Score: Raw -802398.800191 + Penalty 4272.072144 = -798126.728047
  nChanged 48
		SP:Iteration 19Q (152426.100000 sec): 3 clusters
  Score: Raw -802426.467561 + Penalty 4272.072144 = -798154.395418
  nChanged 58
		SP:Iteration 20F (152426.290000 sec): 3 clusters
  Score: Raw -802455.199137 + Penalty 4272.072144 = -798183.126993
  nChanged 51
		SP:Iteration 21Q (152426.490000 sec): 3 clusters
  Score: Raw -802474.210519 + Penalty 4272.072144 = -798202.138375
  nChanged 40
		SP:Iteration 22Q (152426.690000 sec): 3 clusters
  Score: Raw -802490.269270 + Penalty 4272.072144 = -798218.197126
  nChanged 30
		SP:Iteration 23Q (152426.890000 sec): 3 clusters
  Score: Raw -802501.540606 + Penalty 4272.072144 = -798229.468462
  nChanged 35
		SP:Iteration 24Q (152427.090000 sec): 3 clusters
  Score: Raw -802515.836995 + Penalty 4272.072144 = -798243.764852
  nChanged 28
		SP:Iteration 25Q (152427.290000 sec): 3 clusters
  Score: Raw -802523.848791 + Penalty 4272.072144 = -798251.776648
  nChanged 24
		SP:Iteration 26Q (152427.490000 sec): 3 clusters
  Score: Raw -802530.701055 + Penalty 4272.072144 = -798258.628911
  nChanged 19
		SP:Iteration 27Q (152427.690000 sec): 3 clusters
  Score: Raw -802537.766061 + Penalty 4272.072144 = -798265.693917
  nChanged 20
		SP:Iteration 28Q (152427.890000 sec): 3 clusters
  Score: Raw -802544.595134 + Penalty 4272.072144 = -798272.522990
  nChanged 21
		SP:Iteration 29Q (152428.090000 sec): 3 clusters
  Score: Raw -802551.107766 + Penalty 4272.072144 = -798279.035622
  nChanged 15
		SP:Iteration 30Q (152428.290000 sec): 3 clusters
  Score: Raw -802556.621076 + Penalty 4272.072144 = -798284.548932
  nChanged 18
		SP:Iteration 31Q (152428.530000 sec): 3 clusters
  Score: Raw -802562.545623 + Penalty 4272.072144 = -798290.473479
  nChanged 18
		SP:Iteration 32Q (152428.690000 sec): 3 clusters
  Score: Raw -802568.054084 + Penalty 4272.072144 = -798295.981940
  nChanged 13
		SP:Iteration 33Q (152428.880000 sec): 3 clusters
  Score: Raw -802572.736135 + Penalty 4272.072144 = -798300.663991
  nChanged 18
		SP:Iteration 34Q (152429.080000 sec): 3 clusters
  Score: Raw -802581.169667 + Penalty 4272.072144 = -798309.097523
  nChanged 15
		SP:Iteration 35Q (152429.280000 sec): 3 clusters
  Score: Raw -802586.838830 + Penalty 4272.072144 = -798314.766686
  nChanged 21
		SP:Iteration 36Q (152429.480000 sec): 3 clusters
  Score: Raw -802594.578251 + Penalty 4272.072144 = -798322.506107
  nChanged 15
		SP:Iteration 37Q (152429.680000 sec): 3 clusters
  Score: Raw -802600.236919 + Penalty 4272.072144 = -798328.164775
  nChanged 11
		SP:Iteration 38Q (152429.880000 sec): 3 clusters
  Score: Raw -802605.365511 + Penalty 4272.072144 = -798333.293367
  nChanged 17
		SP:Iteration 39Q (152430.080000 sec): 3 clusters
  Score: Raw -802612.377030 + Penalty 4272.072144 = -798340.304886
  nChanged 14
		SP:Iteration 40F (152430.270000 sec): 3 clusters
  Score: Raw -802617.552424 + Penalty 4272.072144 = -798345.480281
  nChanged 19
		SP:Iteration 41Q (152430.470000 sec): 3 clusters
  Score: Raw -802625.461453 + Penalty 4272.072144 = -798353.389310
  nChanged 15
		SP:Iteration 42Q (152430.670000 sec): 3 clusters
  Score: Raw -802630.557217 + Penalty 4272.072144 = -798358.485073
  nChanged 11
		SP:Iteration 43Q (152430.870000 sec): 3 clusters
  Score: Raw -802634.035183 + Penalty 4272.072144 = -798361.963039
  nChanged 8
		SP:Iteration 44Q (152431.070000 sec): 3 clusters
  Score: Raw -802635.835043 + Penalty 4272.072144 = -798363.762899
  nChanged 9
		SP:Iteration 45Q (152431.270000 sec): 3 clusters
  Score: Raw -802638.975065 + Penalty 4272.072144 = -798366.902921
  nChanged 8
		SP:Iteration 46Q (152431.460000 sec): 3 clusters
  Score: Raw -802640.840602 + Penalty 4272.072144 = -798368.768459
  nChanged 5
		SP:Iteration 47Q (152431.660000 sec): 3 clusters
  Score: Raw -802642.229200 + Penalty 4272.072144 = -798370.157057
  nChanged 5
		SP:Iteration 48Q (152431.860000 sec): 3 clusters
  Score: Raw -802644.109616 + Penalty 4272.072144 = -798372.037472
  nChanged 3
		SP:Iteration 49Q (152432.060000 sec): 3 clusters
  Score: Raw -802644.854695 + Penalty 4272.072144 = -798372.782551
  nChanged 4
		SP:Iteration 50Q (152432.260000 sec): 3 clusters
  Score: Raw -802645.610057 + Penalty 4272.072144 = -798373.537913
  nChanged 4
		SP:Iteration 51Q (152432.460000 sec): 3 clusters
  Score: Raw -802647.269605 + Penalty 4272.072144 = -798375.197461
  nChanged 6
		SP:Iteration 52Q (152432.660000 sec): 3 clusters
  Score: Raw -802650.485814 + Penalty 4272.072144 = -798378.413671
  nChanged 6
		SP:Iteration 53Q (152432.840000 sec): 3 clusters
  Score: Raw -802652.218345 + Penalty 4272.072144 = -798380.146201
  nChanged 6
		SP:Iteration 54Q (152433.030000 sec): 3 clusters
  Score: Raw -802654.625503 + Penalty 4272.072144 = -798382.553360
  nChanged 10
		SP:Iteration 55Q (152433.220000 sec): 3 clusters
  Score: Raw -802657.415876 + Penalty 4272.072144 = -798385.343733
  nChanged 9
		SP:Iteration 56Q (152433.410000 sec): 3 clusters
  Score: Raw -802660.254830 + Penalty 4272.072144 = -798388.182686
  nChanged 8
		SP:Iteration 57Q (152433.600000 sec): 3 clusters
  Score: Raw -802663.149782 + Penalty 4272.072144 = -798391.077638
  nChanged 4
		SP:Iteration 58Q (152433.780000 sec): 3 clusters
  Score: Raw -802665.062043 + Penalty 4272.072144 = -798392.989899
  nChanged 3
		SP:Iteration 59Q (152433.970000 sec): 3 clusters
  Score: Raw -802666.080576 + Penalty 4272.072144 = -798394.008433
  nChanged 3
		SP:Iteration 60F (152434.200000 sec): 3 clusters
  Score: Raw -802667.577482 + Penalty 4272.072144 = -798395.505338
  nChanged 1
		SP:Iteration 61Q (152434.360000 sec): 3 clusters
  Score: Raw -802668.475031 + Penalty 4272.072144 = -798396.402887
  nChanged 3
		SP:Iteration 62Q (152434.560000 sec): 3 clusters
  Score: Raw -802669.853939 + Penalty 4272.072144 = -798397.781795
  nChanged 5
		SP:Iteration 63Q (152434.760000 sec): 3 clusters
  Score: Raw -802671.586241 + Penalty 4272.072144 = -798399.514098
  nChanged 8
		SP:Iteration 64Q (152434.960000 sec): 3 clusters
  Score: Raw -802673.769193 + Penalty 4272.072144 = -798401.697049
  nChanged 3
		SP:Iteration 65Q (152435.160000 sec): 3 clusters
  Score: Raw -802675.648060 + Penalty 4272.072144 = -798403.575916
  nChanged 4
		SP:Iteration 66Q (152435.360000 sec): 3 clusters
  Score: Raw -802677.386407 + Penalty 4272.072144 = -798405.314263
  nChanged 7
		SP:Iteration 67Q (152435.560000 sec): 3 clusters
  Score: Raw -802679.340395 + Penalty 4272.072144 = -798407.268252
  nChanged 6
		SP:Iteration 68Q (152435.760000 sec): 3 clusters
  Score: Raw -802681.049116 + Penalty 4272.072144 = -798408.976973
  nChanged 5
		SP:Iteration 69Q (152435.960000 sec): 3 clusters
  Score: Raw -802683.306932 + Penalty 4272.072144 = -798411.234788
  nChanged 8
		SP:Iteration 70Q (152436.170000 sec): 3 clusters
  Score: Raw -802685.543297 + Penalty 4272.072144 = -798413.471153
  nChanged 2
		SP:Iteration 71Q (152436.370000 sec): 3 clusters
  Score: Raw -802686.311754 + Penalty 4272.072144 = -798414.239610
  nChanged 2
		SP:Iteration 72Q (152436.570000 sec): 3 clusters
  Score: Raw -802686.935857 + Penalty 4272.072144 = -798414.863714
  nChanged 2
		SP:Iteration 73Q (152436.800000 sec): 3 clusters
  Score: Raw -802687.593102 + Penalty 4272.072144 = -798415.520958
  nChanged 0
		SP:Iteration 74F (152436.960000 sec): 3 clusters
  Score: Raw -802687.593102 + Penalty 4272.072144 = -798415.520958
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 65 (8987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152437.100000 sec): 2 clusters
  Score: Raw -1431264.279275 + Penalty 2257.676523 = -1429006.602752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152437.320000 sec): 3 clusters
  Score: Raw -1426531.014438 + Penalty 4515.353046 = -1422015.661391
  nChanged 3687
		SP:Iteration 1F (152437.570000 sec): 3 clusters
  Score: Raw -1428463.023870 + Penalty 4515.353046 = -1423947.670824
  nChanged 617
		SP:Iteration 2F (152437.770000 sec): 3 clusters
  Score: Raw -1428834.067500 + Penalty 4515.353046 = -1424318.714453
  nChanged 609
		SP:Iteration 3F (152437.980000 sec): 3 clusters
  Score: Raw -1429300.459272 + Penalty 4515.353046 = -1424785.106225
  nChanged 644
		SP:Iteration 4F (152438.190000 sec): 3 clusters
  Score: Raw -1429814.292397 + Penalty 4515.353046 = -1425298.939351
  nChanged 614
		SP:Iteration 5F (152438.400000 sec): 3 clusters
  Score: Raw -1430370.076500 + Penalty 4515.353046 = -1425854.723454
  nChanged 563
		SP:Iteration 6F (152438.610000 sec): 3 clusters
  Score: Raw -1430815.290478 + Penalty 4515.353046 = -1426299.937431
  nChanged 439
		SP:Iteration 7Q (152438.830000 sec): 3 clusters
  Score: Raw -1431102.179268 + Penalty 4515.353046 = -1426586.826222
  nChanged 324
		SP:Iteration 8Q (152439.150000 sec): 3 clusters
  Score: Raw -1431289.961412 + Penalty 4515.353046 = -1426774.608365
  nChanged 247
		SP:Iteration 9Q (152439.420000 sec): 3 clusters
  Score: Raw -1431416.222103 + Penalty 4515.353046 = -1426900.869057
  nChanged 188
		SP:Iteration 10Q (152439.630000 sec): 3 clusters
  Score: Raw -1431496.961609 + Penalty 4515.353046 = -1426981.608563
  nChanged 137
		SP:Iteration 11Q (152439.850000 sec): 3 clusters
  Score: Raw -1431548.940681 + Penalty 4515.353046 = -1427033.587634
  nChanged 114
		SP:Iteration 12Q (152440.120000 sec): 3 clusters
  Score: Raw -1431592.517286 + Penalty 4515.353046 = -1427077.164240
  nChanged 102
		SP:Iteration 13Q (152440.360000 sec): 3 clusters
  Score: Raw -1431633.484951 + Penalty 4515.353046 = -1427118.131904
  nChanged 113
		SP:Iteration 14Q (152440.620000 sec): 3 clusters
  Score: Raw -1431677.321724 + Penalty 4515.353046 = -1427161.968677
  nChanged 100
		SP:Iteration 15Q (152440.870000 sec): 3 clusters
  Score: Raw -1431718.627743 + Penalty 4515.353046 = -1427203.274697
  nChanged 99
		SP:Iteration 16Q (152441.110000 sec): 3 clusters
  Score: Raw -1431756.518578 + Penalty 4515.353046 = -1427241.165531
  nChanged 97
		SP:Iteration 17Q (152441.330000 sec): 3 clusters
  Score: Raw -1431789.159474 + Penalty 4515.353046 = -1427273.806428
  nChanged 90
		SP:Iteration 18Q (152441.610000 sec): 3 clusters
  Score: Raw -1431819.439786 + Penalty 4515.353046 = -1427304.086739
  nChanged 81
		SP:Iteration 19Q (152441.830000 sec): 3 clusters
  Score: Raw -1431845.593913 + Penalty 4515.353046 = -1427330.240867
  nChanged 68
		SP:Iteration 20F (152442.000000 sec): 3 clusters
  Score: Raw -1431864.950790 + Penalty 4515.353046 = -1427349.597744
  nChanged 58
		SP:Iteration 21Q (152442.200000 sec): 3 clusters
  Score: Raw -1431878.470164 + Penalty 4515.353046 = -1427363.117118
  nChanged 48
		SP:Iteration 22Q (152442.360000 sec): 3 clusters
  Score: Raw -1431888.092458 + Penalty 4515.353046 = -1427372.739411
  nChanged 38
		SP:Iteration 23Q (152442.600000 sec): 3 clusters
  Score: Raw -1431895.620551 + Penalty 4515.353046 = -1427380.267504
  nChanged 26
		SP:Iteration 24Q (152442.830000 sec): 3 clusters
  Score: Raw -1431900.460824 + Penalty 4515.353046 = -1427385.107778
  nChanged 31
		SP:Iteration 25Q (152443.110000 sec): 3 clusters
  Score: Raw -1431907.501184 + Penalty 4515.353046 = -1427392.148137
  nChanged 33
		SP:Iteration 26Q (152443.330000 sec): 3 clusters
  Score: Raw -1431913.631585 + Penalty 4515.353046 = -1427398.278538
  nChanged 27
		SP:Iteration 27Q (152443.490000 sec): 3 clusters
  Score: Raw -1431919.335321 + Penalty 4515.353046 = -1427403.982275
  nChanged 23
		SP:Iteration 28Q (152443.730000 sec): 3 clusters
  Score: Raw -1431923.609895 + Penalty 4515.353046 = -1427408.256849
  nChanged 26
		SP:Iteration 29Q (152443.940000 sec): 3 clusters
  Score: Raw -1431928.854797 + Penalty 4515.353046 = -1427413.501751
  nChanged 24
		SP:Iteration 30Q (152444.240000 sec): 3 clusters
  Score: Raw -1431934.183350 + Penalty 4515.353046 = -1427418.830304
  nChanged 23
		SP:Iteration 31Q (152444.500000 sec): 3 clusters
  Score: Raw -1431938.731028 + Penalty 4515.353046 = -1427423.377982
  nChanged 13
		SP:Iteration 32Q (152444.670000 sec): 3 clusters
  Score: Raw -1431942.193638 + Penalty 4515.353046 = -1427426.840592
  nChanged 19
		SP:Iteration 33Q (152444.890000 sec): 3 clusters
  Score: Raw -1431946.119803 + Penalty 4515.353046 = -1427430.766757
  nChanged 27
		SP:Iteration 34Q (152445.160000 sec): 3 clusters
  Score: Raw -1431952.161245 + Penalty 4515.353046 = -1427436.808199
  nChanged 29
		SP:Iteration 35Q (152445.350000 sec): 3 clusters
  Score: Raw -1431958.677570 + Penalty 4515.353046 = -1427443.324524
  nChanged 28
		SP:Iteration 36Q (152445.560000 sec): 3 clusters
  Score: Raw -1431964.097083 + Penalty 4515.353046 = -1427448.744036
  nChanged 20
		SP:Iteration 37Q (152445.800000 sec): 3 clusters
  Score: Raw -1431967.840934 + Penalty 4515.353046 = -1427452.487888
  nChanged 22
		SP:Iteration 38Q (152446.050000 sec): 3 clusters
  Score: Raw -1431972.442086 + Penalty 4515.353046 = -1427457.089040
  nChanged 27
		SP:Iteration 39Q (152446.240000 sec): 3 clusters
  Score: Raw -1431977.858371 + Penalty 4515.353046 = -1427462.505324
  nChanged 23
		SP:Iteration 40F (152446.460000 sec): 3 clusters
  Score: Raw -1431983.047612 + Penalty 4515.353046 = -1427467.694565
  nChanged 22
		SP:Iteration 41Q (152446.690000 sec): 3 clusters
  Score: Raw -1431988.243923 + Penalty 4515.353046 = -1427472.890876
  nChanged 21
		SP:Iteration 42Q (152446.880000 sec): 3 clusters
  Score: Raw -1431993.098195 + Penalty 4515.353046 = -1427477.745148
  nChanged 26
		SP:Iteration 43Q (152447.130000 sec): 3 clusters
  Score: Raw -1431998.509827 + Penalty 4515.353046 = -1427483.156781
  nChanged 23
		SP:Iteration 44Q (152447.350000 sec): 3 clusters
  Score: Raw -1432003.089685 + Penalty 4515.353046 = -1427487.736638
  nChanged 14
		SP:Iteration 45Q (152447.550000 sec): 3 clusters
  Score: Raw -1432006.126080 + Penalty 4515.353046 = -1427490.773033
  nChanged 22
		SP:Iteration 46Q (152447.810000 sec): 3 clusters
  Score: Raw -1432010.872563 + Penalty 4515.353046 = -1427495.519517
  nChanged 26
		SP:Iteration 47Q (152448.030000 sec): 3 clusters
  Score: Raw -1432017.087471 + Penalty 4515.353046 = -1427501.734424
  nChanged 22
		SP:Iteration 48Q (152448.290000 sec): 3 clusters
  Score: Raw -1432022.413760 + Penalty 4515.353046 = -1427507.060714
  nChanged 22
		SP:Iteration 49Q (152448.490000 sec): 3 clusters
  Score: Raw -1432028.394520 + Penalty 4515.353046 = -1427513.041473
  nChanged 19
		SP:Iteration 50Q (152448.790000 sec): 3 clusters
  Score: Raw -1432034.291950 + Penalty 4515.353046 = -1427518.938904
  nChanged 27
		SP:Iteration 51Q (152448.990000 sec): 3 clusters
  Score: Raw -1432042.364946 + Penalty 4515.353046 = -1427527.011899
  nChanged 28
		SP:Iteration 52Q (152449.230000 sec): 3 clusters
  Score: Raw -1432050.170392 + Penalty 4515.353046 = -1427534.817345
  nChanged 26
		SP:Iteration 53Q (152449.420000 sec): 3 clusters
  Score: Raw -1432058.302016 + Penalty 4515.353046 = -1427542.948970
  nChanged 38
		SP:Iteration 54Q (152449.710000 sec): 3 clusters
  Score: Raw -1432072.286511 + Penalty 4515.353046 = -1427556.933465
  nChanged 53
		SP:Iteration 55Q (152449.940000 sec): 3 clusters
  Score: Raw -1432088.869632 + Penalty 4515.353046 = -1427573.516586
  nChanged 39
		SP:Iteration 56Q (152450.140000 sec): 3 clusters
  Score: Raw -1432100.105212 + Penalty 4515.353046 = -1427584.752165
  nChanged 38
		SP:Iteration 57Q (152450.390000 sec): 3 clusters
  Score: Raw -1432112.328975 + Penalty 4515.353046 = -1427596.975928
  nChanged 34
		SP:Iteration 58Q (152450.650000 sec): 3 clusters
  Score: Raw -1432121.966284 + Penalty 4515.353046 = -1427606.613238
  nChanged 33
		SP:Iteration 59Q (152450.800000 sec): 3 clusters
  Score: Raw -1432130.162119 + Penalty 4515.353046 = -1427614.809072
  nChanged 26
		SP:Iteration 60F (152451.000000 sec): 3 clusters
  Score: Raw -1432137.533233 + Penalty 4515.353046 = -1427622.180187
  nChanged 29
		SP:Iteration 61Q (152451.190000 sec): 3 clusters
  Score: Raw -1432147.963646 + Penalty 4515.353046 = -1427632.610600
  nChanged 43
		SP:Iteration 62Q (152451.370000 sec): 3 clusters
  Score: Raw -1432164.953693 + Penalty 4515.353046 = -1427649.600646
  nChanged 54
		SP:Iteration 63Q (152451.620000 sec): 3 clusters
  Score: Raw -1432184.645455 + Penalty 4515.353046 = -1427669.292408
  nChanged 45
		SP:Iteration 64Q (152451.780000 sec): 3 clusters
  Score: Raw -1432198.658341 + Penalty 4515.353046 = -1427683.305295
  nChanged 40
		SP:Iteration 65Q (152452.030000 sec): 3 clusters
  Score: Raw -1432212.184232 + Penalty 4515.353046 = -1427696.831186
  nChanged 42
		SP:Iteration 66Q (152452.160000 sec): 3 clusters
  Score: Raw -1432226.516359 + Penalty 4515.353046 = -1427711.163312
  nChanged 43
		SP:Iteration 67Q (152452.400000 sec): 3 clusters
  Score: Raw -1432239.733336 + Penalty 4515.353046 = -1427724.380290
  nChanged 45
		SP:Iteration 68Q (152452.610000 sec): 3 clusters
  Score: Raw -1432250.987701 + Penalty 4515.353046 = -1427735.634655
  nChanged 34
		SP:Iteration 69Q (152452.880000 sec): 3 clusters
  Score: Raw -1432260.165030 + Penalty 4515.353046 = -1427744.811984
  nChanged 31
		SP:Iteration 70Q (152453.020000 sec): 3 clusters
  Score: Raw -1432269.307851 + Penalty 4515.353046 = -1427753.954805
  nChanged 31
		SP:Iteration 71Q (152453.210000 sec): 3 clusters
  Score: Raw -1432277.761098 + Penalty 4515.353046 = -1427762.408052
  nChanged 27
		SP:Iteration 72Q (152453.410000 sec): 3 clusters
  Score: Raw -1432285.322399 + Penalty 4515.353046 = -1427769.969353
  nChanged 27
		SP:Iteration 73Q (152453.660000 sec): 3 clusters
  Score: Raw -1432294.073055 + Penalty 4515.353046 = -1427778.720009
  nChanged 32
		SP:Iteration 74Q (152453.800000 sec): 3 clusters
  Score: Raw -1432303.376478 + Penalty 4515.353046 = -1427788.023432
  nChanged 37
		SP:Iteration 75Q (152454.010000 sec): 3 clusters
  Score: Raw -1432313.481625 + Penalty 4515.353046 = -1427798.128579
  nChanged 25
		SP:Iteration 76Q (152454.270000 sec): 3 clusters
  Score: Raw -1432319.698949 + Penalty 4515.353046 = -1427804.345903
  nChanged 26
		SP:Iteration 77Q (152454.470000 sec): 3 clusters
  Score: Raw -1432327.173002 + Penalty 4515.353046 = -1427811.819955
  nChanged 23
		SP:Iteration 78Q (152454.660000 sec): 3 clusters
  Score: Raw -1432333.793161 + Penalty 4515.353046 = -1427818.440115
  nChanged 27
		SP:Iteration 79Q (152454.850000 sec): 3 clusters
  Score: Raw -1432342.792708 + Penalty 4515.353046 = -1427827.439662
  nChanged 32
		SP:Iteration 80F (152455.010000 sec): 3 clusters
  Score: Raw -1432354.064201 + Penalty 4515.353046 = -1427838.711155
  nChanged 36
		SP:Iteration 81Q (152455.210000 sec): 3 clusters
  Score: Raw -1432365.714971 + Penalty 4515.353046 = -1427850.361924
  nChanged 35
		SP:Iteration 82Q (152455.430000 sec): 3 clusters
  Score: Raw -1432374.108531 + Penalty 4515.353046 = -1427858.755484
  nChanged 23
		SP:Iteration 83Q (152455.630000 sec): 3 clusters
  Score: Raw -1432379.580886 + Penalty 4515.353046 = -1427864.227840
  nChanged 22
		SP:Iteration 84Q (152455.800000 sec): 3 clusters
  Score: Raw -1432385.301549 + Penalty 4515.353046 = -1427869.948503
  nChanged 26
		SP:Iteration 85Q (152455.960000 sec): 3 clusters
  Score: Raw -1432391.513237 + Penalty 4515.353046 = -1427876.160191
  nChanged 19
		SP:Iteration 86Q (152456.120000 sec): 3 clusters
  Score: Raw -1432395.331712 + Penalty 4515.353046 = -1427879.978666
  nChanged 14
		SP:Iteration 87Q (152456.350000 sec): 3 clusters
  Score: Raw -1432399.034845 + Penalty 4515.353046 = -1427883.681799
  nChanged 18
		SP:Iteration 88Q (152456.540000 sec): 3 clusters
  Score: Raw -1432403.184342 + Penalty 4515.353046 = -1427887.831295
  nChanged 16
		SP:Iteration 89Q (152456.750000 sec): 3 clusters
  Score: Raw -1432406.845377 + Penalty 4515.353046 = -1427891.492331
  nChanged 19
		SP:Iteration 90Q (152457.020000 sec): 3 clusters
  Score: Raw -1432411.307761 + Penalty 4515.353046 = -1427895.954715
  nChanged 17
		SP:Iteration 91Q (152457.190000 sec): 3 clusters
  Score: Raw -1432415.933749 + Penalty 4515.353046 = -1427900.580702
  nChanged 18
		SP:Iteration 92Q (152457.390000 sec): 3 clusters
  Score: Raw -1432420.446217 + Penalty 4515.353046 = -1427905.093171
  nChanged 15
		SP:Iteration 93Q (152457.600000 sec): 3 clusters
  Score: Raw -1432424.076088 + Penalty 4515.353046 = -1427908.723042
  nChanged 11
		SP:Iteration 94Q (152457.850000 sec): 3 clusters
  Score: Raw -1432427.545382 + Penalty 4515.353046 = -1427912.192336
  nChanged 17
		SP:Iteration 95Q (152458.050000 sec): 3 clusters
  Score: Raw -1432432.399288 + Penalty 4515.353046 = -1427917.046241
  nChanged 16
		SP:Iteration 96Q (152458.240000 sec): 3 clusters
  Score: Raw -1432436.311683 + Penalty 4515.353046 = -1427920.958637
  nChanged 14
		SP:Iteration 97Q (152458.470000 sec): 3 clusters
  Score: Raw -1432439.277071 + Penalty 4515.353046 = -1427923.924024
  nChanged 9
		SP:Iteration 98Q (152458.680000 sec): 3 clusters
  Score: Raw -1432441.766413 + Penalty 4515.353046 = -1427926.413366
  nChanged 14
		SP:Iteration 99Q (152458.900000 sec): 3 clusters
  Score: Raw -1432444.998613 + Penalty 4515.353046 = -1427929.645566
  nChanged 15
		SP:Iteration 100F (152459.110000 sec): 3 clusters
  Score: Raw -1432448.476308 + Penalty 4515.353046 = -1427933.123262
  nChanged 11
		SP:Iteration 101Q (152459.330000 sec): 3 clusters
  Score: Raw -1432452.005335 + Penalty 4515.353046 = -1427936.652288
  nChanged 11
		SP:Iteration 102Q (152459.550000 sec): 3 clusters
  Score: Raw -1432454.903758 + Penalty 4515.353046 = -1427939.550712
  nChanged 18
		SP:Iteration 103Q (152459.790000 sec): 3 clusters
  Score: Raw -1432459.352296 + Penalty 4515.353046 = -1427943.999249
  nChanged 22
		SP:Iteration 104Q (152459.970000 sec): 3 clusters
  Score: Raw -1432464.269807 + Penalty 4515.353046 = -1427948.916761
  nChanged 12
		SP:Iteration 105Q (152460.210000 sec): 3 clusters
  Score: Raw -1432466.538853 + Penalty 4515.353046 = -1427951.185807
  nChanged 5
		SP:Iteration 106Q (152460.400000 sec): 3 clusters
  Score: Raw -1432467.696404 + Penalty 4515.353046 = -1427952.343358
  nChanged 5
		SP:Iteration 107Q (152460.590000 sec): 3 clusters
  Score: Raw -1432469.201954 + Penalty 4515.353046 = -1427953.848907
  nChanged 9
		SP:Iteration 108Q (152460.780000 sec): 3 clusters
  Score: Raw -1432471.078445 + Penalty 4515.353046 = -1427955.725399
  nChanged 5
		SP:Iteration 109Q (152460.940000 sec): 3 clusters
  Score: Raw -1432472.378851 + Penalty 4515.353046 = -1427957.025805
  nChanged 4
		SP:Iteration 110Q (152461.120000 sec): 3 clusters
  Score: Raw -1432473.186846 + Penalty 4515.353046 = -1427957.833800
  nChanged 1
		SP:Iteration 111Q (152461.290000 sec): 3 clusters
  Score: Raw -1432473.528657 + Penalty 4515.353046 = -1427958.175611
  nChanged 2
		SP:Iteration 112Q (152461.460000 sec): 3 clusters
  Score: Raw -1432473.860659 + Penalty 4515.353046 = -1427958.507612
  nChanged 3
		SP:Iteration 113Q (152461.730000 sec): 3 clusters
  Score: Raw -1432474.444643 + Penalty 4515.353046 = -1427959.091597
  nChanged 4
		SP:Iteration 114Q (152461.970000 sec): 3 clusters
  Score: Raw -1432475.476270 + Penalty 4515.353046 = -1427960.123223
  nChanged 5
		SP:Iteration 115Q (152462.120000 sec): 3 clusters
  Score: Raw -1432476.776970 + Penalty 4515.353046 = -1427961.423924
  nChanged 3
		SP:Iteration 116Q (152462.310000 sec): 3 clusters
  Score: Raw -1432477.359272 + Penalty 4515.353046 = -1427962.006225
  nChanged 0
		SP:Iteration 117F (152462.500000 sec): 3 clusters
  Score: Raw -1432477.359272 + Penalty 4515.353046 = -1427962.006225
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 66 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152462.620000 sec): 2 clusters
  Score: Raw -182649.413655 + Penalty 1767.468921 = -180881.944735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152462.790000 sec): 3 clusters
  Score: Raw -182340.861414 + Penalty 3534.937841 = -178805.923573
  nChanged 352
		SP:Iteration 1F (152462.950000 sec): 3 clusters
  Score: Raw -182777.330115 + Penalty 3534.937841 = -179242.392274
  nChanged 108
		SP:Iteration 2F (152463.090000 sec): 3 clusters
  Score: Raw -182962.650131 + Penalty 3534.937841 = -179427.712290
  nChanged 61
		SP:Iteration 3Q (152463.230000 sec): 3 clusters
  Score: Raw -183095.056292 + Penalty 3534.937841 = -179560.118451
  nChanged 66
		SP:Iteration 4F (152463.380000 sec): 3 clusters
  Score: Raw -183260.368820 + Penalty 3534.937841 = -179725.430979
  nChanged 82
		SP:Iteration 5F (152463.530000 sec): 3 clusters
  Score: Raw -183427.539681 + Penalty 3534.937841 = -179892.601840
  nChanged 70
		SP:Iteration 6F (152463.670000 sec): 3 clusters
  Score: Raw -183587.294153 + Penalty 3534.937841 = -180052.356312
  nChanged 58
		SP:Iteration 7Q (152463.820000 sec): 3 clusters
  Score: Raw -183700.050362 + Penalty 3534.937841 = -180165.112521
  nChanged 44
		SP:Iteration 8Q (152463.960000 sec): 3 clusters
  Score: Raw -183779.732964 + Penalty 3534.937841 = -180244.795123
  nChanged 30
		SP:Iteration 9Q (152464.110000 sec): 3 clusters
  Score: Raw -183820.406155 + Penalty 3534.937841 = -180285.468314
  nChanged 17
		SP:Iteration 10Q (152464.250000 sec): 3 clusters
  Score: Raw -183847.757117 + Penalty 3534.937841 = -180312.819276
  nChanged 9
		SP:Iteration 11Q (152464.400000 sec): 3 clusters
  Score: Raw -183860.284177 + Penalty 3534.937841 = -180325.346336
  nChanged 4
		SP:Iteration 12Q (152464.490000 sec): 3 clusters
  Score: Raw -183865.135016 + Penalty 3534.937841 = -180330.197175
  nChanged 2
		SP:Iteration 13Q (152464.630000 sec): 3 clusters
  Score: Raw -183867.263935 + Penalty 3534.937841 = -180332.326094
  nChanged 3
		SP:Iteration 14Q (152464.730000 sec): 3 clusters
  Score: Raw -183868.899412 + Penalty 3534.937841 = -180333.961571
  nChanged 0
		SP:Iteration 15F (152464.830000 sec): 3 clusters
  Score: Raw -183868.899412 + Penalty 3534.937841 = -180333.961571
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 67 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152464.970000 sec): 2 clusters
  Score: Raw -258943.428699 + Penalty 1837.916065 = -257105.512634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152465.080000 sec): 3 clusters
  Score: Raw -258396.693527 + Penalty 3675.832130 = -254720.861397
  nChanged 494
		SP:Iteration 1F (152465.200000 sec): 3 clusters
  Score: Raw -258811.488269 + Penalty 3675.832130 = -255135.656139
  nChanged 124
		SP:Iteration 2F (152465.340000 sec): 3 clusters
  Score: Raw -258946.651973 + Penalty 3675.832130 = -255270.819843
  nChanged 76
		SP:Iteration 3Q (152465.500000 sec): 3 clusters
  Score: Raw -259030.159496 + Penalty 3675.832130 = -255354.327365
  nChanged 61
		SP:Iteration 4Q (152465.690000 sec): 3 clusters
  Score: Raw -259087.575514 + Penalty 3675.832130 = -255411.743383
  nChanged 43
		SP:Iteration 5Q (152465.780000 sec): 3 clusters
  Score: Raw -259131.914704 + Penalty 3675.832130 = -255456.082574
  nChanged 34
		SP:Iteration 6Q (152465.920000 sec): 3 clusters
  Score: Raw -259165.440478 + Penalty 3675.832130 = -255489.608348
  nChanged 24
		SP:Iteration 7Q (152466.110000 sec): 3 clusters
  Score: Raw -259190.272754 + Penalty 3675.832130 = -255514.440623
  nChanged 25
		SP:Iteration 8Q (152466.250000 sec): 3 clusters
  Score: Raw -259215.989971 + Penalty 3675.832130 = -255540.157840
  nChanged 17
		SP:Iteration 9Q (152466.360000 sec): 3 clusters
  Score: Raw -259229.213473 + Penalty 3675.832130 = -255553.381343
  nChanged 11
		SP:Iteration 10Q (152466.450000 sec): 3 clusters
  Score: Raw -259238.881294 + Penalty 3675.832130 = -255563.049164
  nChanged 8
		SP:Iteration 11Q (152466.550000 sec): 3 clusters
  Score: Raw -259246.252567 + Penalty 3675.832130 = -255570.420437
  nChanged 6
		SP:Iteration 12Q (152466.640000 sec): 3 clusters
  Score: Raw -259252.624270 + Penalty 3675.832130 = -255576.792140
  nChanged 5
		SP:Iteration 13Q (152466.740000 sec): 3 clusters
  Score: Raw -259255.971456 + Penalty 3675.832130 = -255580.139325
  nChanged 2
		SP:Iteration 14Q (152466.840000 sec): 3 clusters
  Score: Raw -259257.531833 + Penalty 3675.832130 = -255581.699703
  nChanged 1
		SP:Iteration 15Q (152466.930000 sec): 3 clusters
  Score: Raw -259258.289125 + Penalty 3675.832130 = -255582.456994
  nChanged 2
		SP:Iteration 16Q (152467.030000 sec): 3 clusters
  Score: Raw -259259.810097 + Penalty 3675.832130 = -255583.977967
  nChanged 2
		SP:Iteration 17Q (152467.120000 sec): 3 clusters
  Score: Raw -259260.645290 + Penalty 3675.832130 = -255584.813160
  nChanged 2
		SP:Iteration 18Q (152467.220000 sec): 3 clusters
  Score: Raw -259261.857664 + Penalty 3675.832130 = -255586.025533
  nChanged 3
		SP:Iteration 19Q (152467.310000 sec): 3 clusters
  Score: Raw -259263.402348 + Penalty 3675.832130 = -255587.570218
  nChanged 0
		SP:Iteration 20F (152467.410000 sec): 3 clusters
  Score: Raw -259263.402348 + Penalty 3675.832130 = -255587.570218
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 68 (4412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152467.550000 sec): 2 clusters
  Score: Raw -687588.747755 + Penalty 2081.236678 = -685507.511077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152467.710000 sec): 3 clusters
  Score: Raw -685550.506565 + Penalty 4162.473357 = -681388.033208
  nChanged 1650
		SP:Iteration 1F (152467.900000 sec): 3 clusters
  Score: Raw -686568.974875 + Penalty 4162.473357 = -682406.501518
  nChanged 382
		SP:Iteration 2F (152468.070000 sec): 3 clusters
  Score: Raw -686877.287003 + Penalty 4162.473357 = -682714.813647
  nChanged 296
		SP:Iteration 3F (152468.270000 sec): 3 clusters
  Score: Raw -687140.878350 + Penalty 4162.473357 = -682978.404993
  nChanged 274
		SP:Iteration 4F (152468.400000 sec): 3 clusters
  Score: Raw -687421.518997 + Penalty 4162.473357 = -683259.045640
  nChanged 283
		SP:Iteration 5F (152468.560000 sec): 3 clusters
  Score: Raw -687694.678322 + Penalty 4162.473357 = -683532.204965
  nChanged 243
		SP:Iteration 6F (152468.780000 sec): 3 clusters
  Score: Raw -687910.473018 + Penalty 4162.473357 = -683747.999662
  nChanged 175
		SP:Iteration 7Q (152468.900000 sec): 3 clusters
  Score: Raw -688052.875555 + Penalty 4162.473357 = -683890.402199
  nChanged 133
		SP:Iteration 8Q (152469.100000 sec): 3 clusters
  Score: Raw -688164.819400 + Penalty 4162.473357 = -684002.346043
  nChanged 130
		SP:Iteration 9Q (152469.230000 sec): 3 clusters
  Score: Raw -688270.698415 + Penalty 4162.473357 = -684108.225059
  nChanged 100
		SP:Iteration 10Q (152469.380000 sec): 3 clusters
  Score: Raw -688357.997212 + Penalty 4162.473357 = -684195.523855
  nChanged 97
		SP:Iteration 11Q (152469.580000 sec): 3 clusters
  Score: Raw -688429.856094 + Penalty 4162.473357 = -684267.382738
  nChanged 68
		SP:Iteration 12Q (152469.710000 sec): 3 clusters
  Score: Raw -688473.348952 + Penalty 4162.473357 = -684310.875595
  nChanged 56
		SP:Iteration 13Q (152469.910000 sec): 3 clusters
  Score: Raw -688501.136762 + Penalty 4162.473357 = -684338.663405
  nChanged 38
		SP:Iteration 14Q (152470.040000 sec): 3 clusters
  Score: Raw -688518.507777 + Penalty 4162.473357 = -684356.034420
  nChanged 23
		SP:Iteration 15Q (152470.240000 sec): 3 clusters
  Score: Raw -688529.832983 + Penalty 4162.473357 = -684367.359626
  nChanged 17
		SP:Iteration 16Q (152470.390000 sec): 3 clusters
  Score: Raw -688539.244309 + Penalty 4162.473357 = -684376.770953
  nChanged 18
		SP:Iteration 17Q (152470.500000 sec): 3 clusters
  Score: Raw -688547.696370 + Penalty 4162.473357 = -684385.223013
  nChanged 14
		SP:Iteration 18Q (152470.710000 sec): 3 clusters
  Score: Raw -688553.356028 + Penalty 4162.473357 = -684390.882672
  nChanged 15
		SP:Iteration 19Q (152470.880000 sec): 3 clusters
  Score: Raw -688559.656074 + Penalty 4162.473357 = -684397.182717
  nChanged 16
		SP:Iteration 20F (152471.010000 sec): 3 clusters
  Score: Raw -688566.191933 + Penalty 4162.473357 = -684403.718576
  nChanged 15
		SP:Iteration 21Q (152471.170000 sec): 3 clusters
  Score: Raw -688572.625570 + Penalty 4162.473357 = -684410.152213
  nChanged 18
		SP:Iteration 22Q (152471.440000 sec): 3 clusters
  Score: Raw -688581.317199 + Penalty 4162.473357 = -684418.843843
  nChanged 18
		SP:Iteration 23Q (152471.650000 sec): 3 clusters
  Score: Raw -688590.302222 + Penalty 4162.473357 = -684427.828866
  nChanged 18
		SP:Iteration 24Q (152471.860000 sec): 3 clusters
  Score: Raw -688597.592641 + Penalty 4162.473357 = -684435.119284
  nChanged 22
		SP:Iteration 25Q (152472.060000 sec): 3 clusters
  Score: Raw -688608.720745 + Penalty 4162.473357 = -684446.247388
  nChanged 20
		SP:Iteration 26Q (152472.270000 sec): 3 clusters
  Score: Raw -688619.782179 + Penalty 4162.473357 = -684457.308823
  nChanged 23
		SP:Iteration 27Q (152472.470000 sec): 3 clusters
  Score: Raw -688630.674577 + Penalty 4162.473357 = -684468.201221
  nChanged 18
		SP:Iteration 28Q (152472.640000 sec): 3 clusters
  Score: Raw -688638.677102 + Penalty 4162.473357 = -684476.203745
  nChanged 21
		SP:Iteration 29Q (152472.840000 sec): 3 clusters
  Score: Raw -688646.591261 + Penalty 4162.473357 = -684484.117904
  nChanged 11
		SP:Iteration 30Q (152473.030000 sec): 3 clusters
  Score: Raw -688651.073025 + Penalty 4162.473357 = -684488.599668
  nChanged 10
		SP:Iteration 31Q (152473.240000 sec): 3 clusters
  Score: Raw -688654.544406 + Penalty 4162.473357 = -684492.071049
  nChanged 6
		SP:Iteration 32Q (152473.450000 sec): 3 clusters
  Score: Raw -688656.352829 + Penalty 4162.473357 = -684493.879472
  nChanged 4
		SP:Iteration 33Q (152473.610000 sec): 3 clusters
  Score: Raw -688657.757761 + Penalty 4162.473357 = -684495.284404
  nChanged 3
		SP:Iteration 34Q (152473.810000 sec): 3 clusters
  Score: Raw -688658.742198 + Penalty 4162.473357 = -684496.268841
  nChanged 3
		SP:Iteration 35Q (152474.020000 sec): 3 clusters
  Score: Raw -688659.630229 + Penalty 4162.473357 = -684497.156873
  nChanged 2
		SP:Iteration 36Q (152474.260000 sec): 3 clusters
  Score: Raw -688660.006263 + Penalty 4162.473357 = -684497.532906
  nChanged 1
		SP:Iteration 37Q (152474.500000 sec): 3 clusters
  Score: Raw -688660.186413 + Penalty 4162.473357 = -684497.713056
  nChanged 0
		SP:Iteration 38F (152474.660000 sec): 3 clusters
  Score: Raw -688660.186413 + Penalty 4162.473357 = -684497.713056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 69 (2409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152474.770000 sec): 2 clusters
  Score: Raw -386695.882710 + Penalty 1931.167817 = -384764.714893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152474.970000 sec): 3 clusters
  Score: Raw -385748.346217 + Penalty 3862.335633 = -381886.010584
  nChanged 831
		SP:Iteration 1F (152475.210000 sec): 3 clusters
  Score: Raw -386312.908743 + Penalty 3862.335633 = -382450.573109
  nChanged 167
		SP:Iteration 2F (152475.420000 sec): 3 clusters
  Score: Raw -386445.492816 + Penalty 3862.335633 = -382583.157183
  nChanged 90
		SP:Iteration 3Q (152475.630000 sec): 3 clusters
  Score: Raw -386517.437824 + Penalty 3862.335633 = -382655.102191
  nChanged 67
		SP:Iteration 4Q (152475.830000 sec): 3 clusters
  Score: Raw -386553.294723 + Penalty 3862.335633 = -382690.959090
  nChanged 32
		SP:Iteration 5Q (152476.030000 sec): 3 clusters
  Score: Raw -386572.364303 + Penalty 3862.335633 = -382710.028670
  nChanged 21
		SP:Iteration 6Q (152476.180000 sec): 3 clusters
  Score: Raw -386585.447241 + Penalty 3862.335633 = -382723.111608
  nChanged 18
		SP:Iteration 7Q (152476.400000 sec): 3 clusters
  Score: Raw -386597.085555 + Penalty 3862.335633 = -382734.749921
  nChanged 18
		SP:Iteration 8Q (152476.580000 sec): 3 clusters
  Score: Raw -386607.514762 + Penalty 3862.335633 = -382745.179128
  nChanged 14
		SP:Iteration 9Q (152476.720000 sec): 3 clusters
  Score: Raw -386616.898688 + Penalty 3862.335633 = -382754.563055
  nChanged 12
		SP:Iteration 10Q (152476.920000 sec): 3 clusters
  Score: Raw -386623.668355 + Penalty 3862.335633 = -382761.332722
  nChanged 11
		SP:Iteration 11Q (152477.090000 sec): 3 clusters
  Score: Raw -386630.059994 + Penalty 3862.335633 = -382767.724361
  nChanged 8
		SP:Iteration 12Q (152477.290000 sec): 3 clusters
  Score: Raw -386633.849223 + Penalty 3862.335633 = -382771.513590
  nChanged 8
		SP:Iteration 13Q (152477.520000 sec): 3 clusters
  Score: Raw -386637.641516 + Penalty 3862.335633 = -382775.305883
  nChanged 4
		SP:Iteration 14Q (152477.700000 sec): 3 clusters
  Score: Raw -386639.862423 + Penalty 3862.335633 = -382777.526790
  nChanged 7
		SP:Iteration 15Q (152477.880000 sec): 3 clusters
  Score: Raw -386643.754209 + Penalty 3862.335633 = -382781.418575
  nChanged 8
		SP:Iteration 16Q (152478.020000 sec): 3 clusters
  Score: Raw -386646.653019 + Penalty 3862.335633 = -382784.317386
  nChanged 4
		SP:Iteration 17Q (152478.240000 sec): 3 clusters
  Score: Raw -386648.404240 + Penalty 3862.335633 = -382786.068607
  nChanged 4
		SP:Iteration 18Q (152478.390000 sec): 3 clusters
  Score: Raw -386650.733613 + Penalty 3862.335633 = -382788.397980
  nChanged 6
		SP:Iteration 19Q (152478.500000 sec): 3 clusters
  Score: Raw -386654.744845 + Penalty 3862.335633 = -382792.409212
  nChanged 10
		SP:Iteration 20F (152478.660000 sec): 3 clusters
  Score: Raw -386661.528928 + Penalty 3862.335633 = -382799.193294
  nChanged 11
		SP:Iteration 21Q (152478.800000 sec): 3 clusters
  Score: Raw -386666.990916 + Penalty 3862.335633 = -382804.655283
  nChanged 8
		SP:Iteration 22Q (152478.900000 sec): 3 clusters
  Score: Raw -386670.400931 + Penalty 3862.335633 = -382808.065298
  nChanged 7
		SP:Iteration 23Q (152479.000000 sec): 3 clusters
  Score: Raw -386674.390144 + Penalty 3862.335633 = -382812.054511
  nChanged 6
		SP:Iteration 24Q (152479.090000 sec): 3 clusters
  Score: Raw -386676.198447 + Penalty 3862.335633 = -382813.862813
  nChanged 3
		SP:Iteration 25Q (152479.230000 sec): 3 clusters
  Score: Raw -386678.196060 + Penalty 3862.335633 = -382815.860427
  nChanged 4
		SP:Iteration 26Q (152479.380000 sec): 3 clusters
  Score: Raw -386680.032954 + Penalty 3862.335633 = -382817.697321
  nChanged 2
		SP:Iteration 27Q (152479.520000 sec): 3 clusters
  Score: Raw -386681.096000 + Penalty 3862.335633 = -382818.760367
  nChanged 3
		SP:Iteration 28Q (152479.670000 sec): 3 clusters
  Score: Raw -386682.536090 + Penalty 3862.335633 = -382820.200456
  nChanged 2
		SP:Iteration 29Q (152479.820000 sec): 3 clusters
  Score: Raw -386683.223724 + Penalty 3862.335633 = -382820.888090
  nChanged 1
		SP:Iteration 30Q (152479.960000 sec): 3 clusters
  Score: Raw -386684.282528 + Penalty 3862.335633 = -382821.946895
  nChanged 2
		SP:Iteration 31Q (152480.100000 sec): 3 clusters
  Score: Raw -386685.827765 + Penalty 3862.335633 = -382823.492131
  nChanged 2
		SP:Iteration 32Q (152480.240000 sec): 3 clusters
  Score: Raw -386686.931364 + Penalty 3862.335633 = -382824.595731
  nChanged 2
		SP:Iteration 33Q (152480.390000 sec): 3 clusters
  Score: Raw -386687.564912 + Penalty 3862.335633 = -382825.229278
  nChanged 1
		SP:Iteration 34Q (152480.540000 sec): 3 clusters
  Score: Raw -386687.874640 + Penalty 3862.335633 = -382825.539007
  nChanged 1
		SP:Iteration 35Q (152480.680000 sec): 3 clusters
  Score: Raw -386688.367645 + Penalty 3862.335633 = -382826.032012
  nChanged 3
		SP:Iteration 36Q (152480.770000 sec): 3 clusters
  Score: Raw -386689.995096 + Penalty 3862.335633 = -382827.659462
  nChanged 4
		SP:Iteration 37Q (152480.930000 sec): 3 clusters
  Score: Raw -386691.766722 + Penalty 3862.335633 = -382829.431089
  nChanged 2
		SP:Iteration 38Q (152481.040000 sec): 3 clusters
  Score: Raw -386692.697236 + Penalty 3862.335633 = -382830.361603
  nChanged 0
		SP:Iteration 39F (152481.160000 sec): 3 clusters
  Score: Raw -386692.697236 + Penalty 3862.335633 = -382830.361603
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 70 (4640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152481.320000 sec): 2 clusters
  Score: Raw -710818.777307 + Penalty 2093.732472 = -708725.044835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152481.540000 sec): 3 clusters
  Score: Raw -708647.278677 + Penalty 4187.464944 = -704459.813733
  nChanged 1714
		SP:Iteration 1F (152481.690000 sec): 3 clusters
  Score: Raw -709708.521124 + Penalty 4187.464944 = -705521.056180
  nChanged 377
		SP:Iteration 2F (152481.890000 sec): 3 clusters
  Score: Raw -709993.673105 + Penalty 4187.464944 = -705806.208161
  nChanged 288
		SP:Iteration 3F (152482.100000 sec): 3 clusters
  Score: Raw -710229.620048 + Penalty 4187.464944 = -706042.155104
  nChanged 238
		SP:Iteration 4F (152482.250000 sec): 3 clusters
  Score: Raw -710412.906791 + Penalty 4187.464944 = -706225.441847
  nChanged 196
		SP:Iteration 5Q (152482.420000 sec): 3 clusters
  Score: Raw -710574.817135 + Penalty 4187.464944 = -706387.352191
  nChanged 187
		SP:Iteration 6Q (152482.550000 sec): 3 clusters
  Score: Raw -710751.490204 + Penalty 4187.464944 = -706564.025260
  nChanged 196
		SP:Iteration 7Q (152482.750000 sec): 3 clusters
  Score: Raw -710916.234450 + Penalty 4187.464944 = -706728.769506
  nChanged 164
		SP:Iteration 8Q (152482.940000 sec): 3 clusters
  Score: Raw -711038.189782 + Penalty 4187.464944 = -706850.724838
  nChanged 129
		SP:Iteration 9Q (152483.140000 sec): 3 clusters
  Score: Raw -711125.320558 + Penalty 4187.464944 = -706937.855614
  nChanged 109
		SP:Iteration 10Q (152483.350000 sec): 3 clusters
  Score: Raw -711201.695217 + Penalty 4187.464944 = -707014.230273
  nChanged 105
		SP:Iteration 11Q (152483.580000 sec): 3 clusters
  Score: Raw -711275.104393 + Penalty 4187.464944 = -707087.639449
  nChanged 101
		SP:Iteration 12Q (152483.770000 sec): 3 clusters
  Score: Raw -711350.916547 + Penalty 4187.464944 = -707163.451603
  nChanged 87
		SP:Iteration 13Q (152483.900000 sec): 3 clusters
  Score: Raw -711403.950450 + Penalty 4187.464944 = -707216.485506
  nChanged 75
		SP:Iteration 14Q (152484.100000 sec): 3 clusters
  Score: Raw -711449.822563 + Penalty 4187.464944 = -707262.357619
  nChanged 75
		SP:Iteration 15Q (152484.280000 sec): 3 clusters
  Score: Raw -711496.104494 + Penalty 4187.464944 = -707308.639550
  nChanged 59
		SP:Iteration 16Q (152484.420000 sec): 3 clusters
  Score: Raw -711530.730009 + Penalty 4187.464944 = -707343.265065
  nChanged 60
		SP:Iteration 17Q (152484.640000 sec): 3 clusters
  Score: Raw -711566.578585 + Penalty 4187.464944 = -707379.113641
  nChanged 49
		SP:Iteration 18Q (152484.760000 sec): 3 clusters
  Score: Raw -711590.284367 + Penalty 4187.464944 = -707402.819423
  nChanged 44
		SP:Iteration 19Q (152484.980000 sec): 3 clusters
  Score: Raw -711611.972844 + Penalty 4187.464944 = -707424.507900
  nChanged 42
		SP:Iteration 20F (152485.090000 sec): 3 clusters
  Score: Raw -711636.941118 + Penalty 4187.464944 = -707449.476174
  nChanged 44
		SP:Iteration 21Q (152485.240000 sec): 3 clusters
  Score: Raw -711661.087830 + Penalty 4187.464944 = -707473.622886
  nChanged 38
		SP:Iteration 22Q (152485.480000 sec): 3 clusters
  Score: Raw -711676.989315 + Penalty 4187.464944 = -707489.524371
  nChanged 23
		SP:Iteration 23Q (152485.660000 sec): 3 clusters
  Score: Raw -711686.019536 + Penalty 4187.464944 = -707498.554592
  nChanged 19
		SP:Iteration 24Q (152485.780000 sec): 3 clusters
  Score: Raw -711692.524724 + Penalty 4187.464944 = -707505.059780
  nChanged 21
		SP:Iteration 25Q (152486.000000 sec): 3 clusters
  Score: Raw -711698.936537 + Penalty 4187.464944 = -707511.471593
  nChanged 16
		SP:Iteration 26Q (152486.180000 sec): 3 clusters
  Score: Raw -711705.882020 + Penalty 4187.464944 = -707518.417076
  nChanged 11
		SP:Iteration 27Q (152486.410000 sec): 3 clusters
  Score: Raw -711709.871184 + Penalty 4187.464944 = -707522.406240
  nChanged 11
		SP:Iteration 28Q (152486.680000 sec): 3 clusters
  Score: Raw -711716.443113 + Penalty 4187.464944 = -707528.978169
  nChanged 9
		SP:Iteration 29Q (152486.890000 sec): 3 clusters
  Score: Raw -711723.256884 + Penalty 4187.464944 = -707535.791940
  nChanged 16
		SP:Iteration 30Q (152487.110000 sec): 3 clusters
  Score: Raw -711729.072178 + Penalty 4187.464944 = -707541.607234
  nChanged 16
		SP:Iteration 31Q (152487.280000 sec): 3 clusters
  Score: Raw -711734.522056 + Penalty 4187.464944 = -707547.057112
  nChanged 11
		SP:Iteration 32Q (152487.460000 sec): 3 clusters
  Score: Raw -711739.178617 + Penalty 4187.464944 = -707551.713673
  nChanged 5
		SP:Iteration 33Q (152487.650000 sec): 3 clusters
  Score: Raw -711740.966655 + Penalty 4187.464944 = -707553.501711
  nChanged 5
		SP:Iteration 34Q (152487.810000 sec): 3 clusters
  Score: Raw -711743.399302 + Penalty 4187.464944 = -707555.934358
  nChanged 4
		SP:Iteration 35Q (152488.010000 sec): 3 clusters
  Score: Raw -711744.569213 + Penalty 4187.464944 = -707557.104269
  nChanged 4
		SP:Iteration 36Q (152488.200000 sec): 3 clusters
  Score: Raw -711745.454112 + Penalty 4187.464944 = -707557.989168
  nChanged 1
		SP:Iteration 37Q (152488.370000 sec): 3 clusters
  Score: Raw -711745.694612 + Penalty 4187.464944 = -707558.229668
  nChanged 0
		SP:Iteration 38F (152488.550000 sec): 3 clusters
  Score: Raw -711745.694612 + Penalty 4187.464944 = -707558.229668
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 71 (312421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152490.440000 sec): 2 clusters
  Score: Raw -48942521.438150 + Penalty 3137.722515 = -48939383.715635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152492.830000 sec): 3 clusters
  Score: Raw -48735209.686638 + Penalty 6275.445030 = -48728934.241607
  nChanged 151394
		SP:Iteration 1F (152495.340000 sec): 3 clusters
  Score: Raw -48824370.426317 + Penalty 6275.445030 = -48818094.981287
  nChanged 7247
		SP:Iteration 2Q (152497.970000 sec): 3 clusters
  Score: Raw -48825701.237342 + Penalty 6275.445030 = -48819425.792311
  nChanged 8043
		SP:Iteration 3Q (152500.270000 sec): 3 clusters
  Score: Raw -48827394.284066 + Penalty 6275.445030 = -48821118.839036
  nChanged 8843
		SP:Iteration 4Q (152502.690000 sec): 3 clusters
  Score: Raw -48829531.433169 + Penalty 6275.445030 = -48823255.988139
  nChanged 9747
		SP:Iteration 5Q (152505.240000 sec): 3 clusters
  Score: Raw -48832278.295017 + Penalty 6275.445030 = -48826002.849987
  nChanged 11016
		SP:Iteration 6Q (152507.830000 sec): 3 clusters
  Score: Raw -48835718.059474 + Penalty 6275.445030 = -48829442.614443
  nChanged 11956
		SP:Iteration 7Q (152510.440000 sec): 3 clusters
  Score: Raw -48839663.286197 + Penalty 6275.445030 = -48833387.841167
  nChanged 12837
		SP:Iteration 8Q (152512.770000 sec): 3 clusters
  Score: Raw -48844110.918977 + Penalty 6275.445030 = -48837835.473947
  nChanged 13232
		SP:Iteration 9Q (152515.370000 sec): 3 clusters
  Score: Raw -48848595.728368 + Penalty 6275.445030 = -48842320.283337
  nChanged 12843
		SP:Iteration 10Q (152517.780000 sec): 3 clusters
  Score: Raw -48852760.969916 + Penalty 6275.445030 = -48846485.524885
  nChanged 12192
		SP:Iteration 11Q (152520.250000 sec): 3 clusters
  Score: Raw -48856549.394916 + Penalty 6275.445030 = -48850273.949886
  nChanged 11427
		SP:Iteration 12Q (152522.690000 sec): 3 clusters
  Score: Raw -48860080.671794 + Penalty 6275.445030 = -48853805.226763
  nChanged 10767
		SP:Iteration 13Q (152525.170000 sec): 3 clusters
  Score: Raw -48863450.273030 + Penalty 6275.445030 = -48857174.827999
  nChanged 10479
		SP:Iteration 14Q (152527.580000 sec): 3 clusters
  Score: Raw -48866924.192305 + Penalty 6275.445030 = -48860648.747275
  nChanged 10259
		SP:Iteration 15Q (152529.980000 sec): 3 clusters
  Score: Raw -48870589.567780 + Penalty 6275.445030 = -48864314.122750
  nChanged 10684
		SP:Iteration 16Q (152532.340000 sec): 3 clusters
  Score: Raw -48874773.302502 + Penalty 6275.445030 = -48868497.857472
  nChanged 11040
		SP:Iteration 17Q (152534.900000 sec): 3 clusters
  Score: Raw -48879477.576105 + Penalty 6275.445030 = -48873202.131075
  nChanged 11540
		SP:Iteration 18Q (152537.520000 sec): 3 clusters
  Score: Raw -48884521.813796 + Penalty 6275.445030 = -48878246.368766
  nChanged 11340
		SP:Iteration 19Q (152540.080000 sec): 3 clusters
  Score: Raw -48889541.695602 + Penalty 6275.445030 = -48883266.250572
  nChanged 10696
		SP:Iteration 20F (152542.500000 sec): 3 clusters
  Score: Raw -48894191.440431 + Penalty 6275.445030 = -48887915.995401
  nChanged 9994
		SP:Iteration 21Q (152545.120000 sec): 3 clusters
  Score: Raw -48898515.786309 + Penalty 6275.445030 = -48892240.341279
  nChanged 9404
		SP:Iteration 22Q (152547.590000 sec): 3 clusters
  Score: Raw -48902589.297510 + Penalty 6275.445030 = -48896313.852479
  nChanged 8898
		SP:Iteration 23Q (152550.070000 sec): 3 clusters
  Score: Raw -48906567.473505 + Penalty 6275.445030 = -48900292.028474
  nChanged 8495
		SP:Iteration 24Q (152552.390000 sec): 3 clusters
  Score: Raw -48910476.601568 + Penalty 6275.445030 = -48904201.156538
  nChanged 8160
		SP:Iteration 25Q (152554.890000 sec): 3 clusters
  Score: Raw -48914423.038907 + Penalty 6275.445030 = -48908147.593876
  nChanged 7970
		SP:Iteration 26Q (152557.360000 sec): 3 clusters
  Score: Raw -48918523.501850 + Penalty 6275.445030 = -48912248.056820
  nChanged 7693
		SP:Iteration 27Q (152560.070000 sec): 3 clusters
  Score: Raw -48922674.744558 + Penalty 6275.445030 = -48916399.299528
  nChanged 6998
		SP:Iteration 28Q (152562.710000 sec): 3 clusters
  Score: Raw -48926621.080843 + Penalty 6275.445030 = -48920345.635813
  nChanged 6318
		SP:Iteration 29Q (152565.330000 sec): 3 clusters
  Score: Raw -48930304.474269 + Penalty 6275.445030 = -48924029.029239
  nChanged 5348
		SP:Iteration 30Q (152567.950000 sec): 3 clusters
  Score: Raw -48933493.254189 + Penalty 6275.445030 = -48927217.809158
  nChanged 4486
		SP:Iteration 31Q (152570.070000 sec): 3 clusters
  Score: Raw -48936179.972770 + Penalty 6275.445030 = -48929904.527740
  nChanged 3493
		SP:Iteration 32Q (152572.130000 sec): 3 clusters
  Score: Raw -48938207.025169 + Penalty 6275.445030 = -48931931.580139
  nChanged 2639
		SP:Iteration 33Q (152574.170000 sec): 3 clusters
  Score: Raw -48939687.262609 + Penalty 6275.445030 = -48933411.817578
  nChanged 1993
		SP:Iteration 34Q (152576.470000 sec): 3 clusters
  Score: Raw -48940771.185768 + Penalty 6275.445030 = -48934495.740737
  nChanged 1408
		SP:Iteration 35Q (152578.610000 sec): 3 clusters
  Score: Raw -48941520.601114 + Penalty 6275.445030 = -48935245.156084
  nChanged 1061
		SP:Iteration 36Q (152580.670000 sec): 3 clusters
  Score: Raw -48942069.025065 + Penalty 6275.445030 = -48935793.580035
  nChanged 766
		SP:Iteration 37Q (152582.720000 sec): 3 clusters
  Score: Raw -48942452.638930 + Penalty 6275.445030 = -48936177.193899
  nChanged 551
		SP:Iteration 38Q (152584.830000 sec): 3 clusters
  Score: Raw -48942728.303572 + Penalty 6275.445030 = -48936452.858541
  nChanged 386
		SP:Iteration 39Q (152586.800000 sec): 3 clusters
  Score: Raw -48942906.555969 + Penalty 6275.445030 = -48936631.110938
  nChanged 287
		SP:Iteration 40F (152589.120000 sec): 3 clusters
  Score: Raw -48943042.900405 + Penalty 6275.445030 = -48936767.455375
  nChanged 229
		SP:Iteration 41Q (152591.120000 sec): 3 clusters
  Score: Raw -48943142.815162 + Penalty 6275.445030 = -48936867.370131
  nChanged 173
		SP:Iteration 42Q (152593.320000 sec): 3 clusters
  Score: Raw -48943214.383805 + Penalty 6275.445030 = -48936938.938775
  nChanged 147
		SP:Iteration 43Q (152595.410000 sec): 3 clusters
  Score: Raw -48943269.607051 + Penalty 6275.445030 = -48936994.162021
  nChanged 103
		SP:Iteration 44Q (152597.470000 sec): 3 clusters
  Score: Raw -48943308.478112 + Penalty 6275.445030 = -48937033.033081
  nChanged 94
		SP:Iteration 45Q (152599.420000 sec): 3 clusters
  Score: Raw -48943339.878414 + Penalty 6275.445030 = -48937064.433384
  nChanged 68
		SP:Iteration 46Q (152601.320000 sec): 3 clusters
  Score: Raw -48943364.210276 + Penalty 6275.445030 = -48937088.765246
  nChanged 75
		SP:Iteration 47Q (152603.250000 sec): 3 clusters
  Score: Raw -48943390.787738 + Penalty 6275.445030 = -48937115.342707
  nChanged 63
		SP:Iteration 48Q (152605.260000 sec): 3 clusters
  Score: Raw -48943411.321319 + Penalty 6275.445030 = -48937135.876288
  nChanged 62
		SP:Iteration 49Q (152607.140000 sec): 3 clusters
  Score: Raw -48943430.165886 + Penalty 6275.445030 = -48937154.720856
  nChanged 52
		SP:Iteration 50Q (152608.960000 sec): 3 clusters
  Score: Raw -48943443.892834 + Penalty 6275.445030 = -48937168.447804
  nChanged 26
		SP:Iteration 51Q (152611.060000 sec): 3 clusters
  Score: Raw -48943452.010733 + Penalty 6275.445030 = -48937176.565703
  nChanged 32
		SP:Iteration 52Q (152613.060000 sec): 3 clusters
  Score: Raw -48943462.076813 + Penalty 6275.445030 = -48937186.631783
  nChanged 30
		SP:Iteration 53Q (152615.120000 sec): 3 clusters
  Score: Raw -48943471.251950 + Penalty 6275.445030 = -48937195.806920
  nChanged 20
		SP:Iteration 54Q (152617.100000 sec): 3 clusters
  Score: Raw -48943477.462367 + Penalty 6275.445030 = -48937202.017336
  nChanged 23
		SP:Iteration 55Q (152619.160000 sec): 3 clusters
  Score: Raw -48943483.385894 + Penalty 6275.445030 = -48937207.940863
  nChanged 21
		SP:Iteration 56Q (152621.180000 sec): 3 clusters
  Score: Raw -48943487.604337 + Penalty 6275.445030 = -48937212.159306
  nChanged 12
		SP:Iteration 57Q (152623.250000 sec): 3 clusters
  Score: Raw -48943490.031152 + Penalty 6275.445030 = -48937214.586122
  nChanged 7
		SP:Iteration 58Q (152625.340000 sec): 3 clusters
  Score: Raw -48943491.248827 + Penalty 6275.445030 = -48937215.803796
  nChanged 5
		SP:Iteration 59Q (152627.570000 sec): 3 clusters
  Score: Raw -48943492.239070 + Penalty 6275.445030 = -48937216.794039
  nChanged 7
		SP:Iteration 60F (152629.870000 sec): 3 clusters
  Score: Raw -48943493.921179 + Penalty 6275.445030 = -48937218.476148
  nChanged 7
		SP:Iteration 61Q (152631.970000 sec): 3 clusters
  Score: Raw -48943495.597879 + Penalty 6275.445030 = -48937220.152848
  nChanged 5
		SP:Iteration 62Q (152634.090000 sec): 3 clusters
  Score: Raw -48943496.877890 + Penalty 6275.445030 = -48937221.432859
  nChanged 7
		SP:Iteration 63Q (152636.240000 sec): 3 clusters
  Score: Raw -48943498.339489 + Penalty 6275.445030 = -48937222.894458
  nChanged 4
		SP:Iteration 64Q (152638.340000 sec): 3 clusters
  Score: Raw -48943499.398913 + Penalty 6275.445030 = -48937223.953882
  nChanged 9
		SP:Iteration 65Q (152640.470000 sec): 3 clusters
  Score: Raw -48943501.274876 + Penalty 6275.445030 = -48937225.829846
  nChanged 3
		SP:Iteration 66Q (152642.490000 sec): 3 clusters
  Score: Raw -48943501.775292 + Penalty 6275.445030 = -48937226.330262
  nChanged 4
		SP:Iteration 67Q (152644.730000 sec): 3 clusters
  Score: Raw -48943503.171351 + Penalty 6275.445030 = -48937227.726320
  nChanged 7
		SP:Iteration 68Q (152647.000000 sec): 3 clusters
  Score: Raw -48943504.935919 + Penalty 6275.445030 = -48937229.490889
  nChanged 10
		SP:Iteration 69Q (152649.110000 sec): 3 clusters
  Score: Raw -48943507.683927 + Penalty 6275.445030 = -48937232.238897
  nChanged 13
		SP:Iteration 70Q (152651.030000 sec): 3 clusters
  Score: Raw -48943511.212025 + Penalty 6275.445030 = -48937235.766994
  nChanged 13
		SP:Iteration 71Q (152653.110000 sec): 3 clusters
  Score: Raw -48943514.564369 + Penalty 6275.445030 = -48937239.119339
  nChanged 16
		SP:Iteration 72Q (152655.150000 sec): 3 clusters
  Score: Raw -48943518.480911 + Penalty 6275.445030 = -48937243.035880
  nChanged 13
		SP:Iteration 73Q (152657.160000 sec): 3 clusters
  Score: Raw -48943521.297945 + Penalty 6275.445030 = -48937245.852915
  nChanged 16
		SP:Iteration 74Q (152659.620000 sec): 3 clusters
  Score: Raw -48943525.029473 + Penalty 6275.445030 = -48937249.584442
  nChanged 12
		SP:Iteration 75Q (152662.070000 sec): 3 clusters
  Score: Raw -48943527.825792 + Penalty 6275.445030 = -48937252.380762
  nChanged 12
		SP:Iteration 76Q (152664.520000 sec): 3 clusters
  Score: Raw -48943531.066053 + Penalty 6275.445030 = -48937255.621022
  nChanged 9
		SP:Iteration 77Q (152666.920000 sec): 3 clusters
  Score: Raw -48943533.054079 + Penalty 6275.445030 = -48937257.609049
  nChanged 5
		SP:Iteration 78Q (152669.340000 sec): 3 clusters
  Score: Raw -48943534.348921 + Penalty 6275.445030 = -48937258.903891
  nChanged 6
		SP:Iteration 79Q (152671.390000 sec): 3 clusters
  Score: Raw -48943535.977980 + Penalty 6275.445030 = -48937260.532950
  nChanged 6
		SP:Iteration 80F (152673.740000 sec): 3 clusters
  Score: Raw -48943537.169962 + Penalty 6275.445030 = -48937261.724931
  nChanged 6
		SP:Iteration 81Q (152675.810000 sec): 3 clusters
  Score: Raw -48943538.527185 + Penalty 6275.445030 = -48937263.082155
  nChanged 5
		SP:Iteration 82Q (152677.800000 sec): 3 clusters
  Score: Raw -48943539.486665 + Penalty 6275.445030 = -48937264.041634
  nChanged 2
		SP:Iteration 83Q (152679.690000 sec): 3 clusters
  Score: Raw -48943540.036504 + Penalty 6275.445030 = -48937264.591474
  nChanged 1
		SP:Iteration 84Q (152681.560000 sec): 3 clusters
  Score: Raw -48943540.232633 + Penalty 6275.445030 = -48937264.787603
  nChanged 0
		SP:Iteration 85F (152683.940000 sec): 3 clusters
  Score: Raw -48943540.232633 + Penalty 6275.445030 = -48937264.787603
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 72 (2157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152684.250000 sec): 2 clusters
  Score: Raw -337271.393769 + Penalty 1903.765464 = -335367.628304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152684.440000 sec): 3 clusters
  Score: Raw -336489.366608 + Penalty 3807.530929 = -332681.835680
  nChanged 656
		SP:Iteration 1F (152684.620000 sec): 3 clusters
  Score: Raw -336974.685648 + Penalty 3807.530929 = -333167.154720
  nChanged 169
		SP:Iteration 2F (152684.790000 sec): 3 clusters
  Score: Raw -337123.250617 + Penalty 3807.530929 = -333315.719688
  nChanged 99
		SP:Iteration 3Q (152684.990000 sec): 3 clusters
  Score: Raw -337199.533156 + Penalty 3807.530929 = -333392.002227
  nChanged 71
		SP:Iteration 4Q (152685.160000 sec): 3 clusters
  Score: Raw -337268.167421 + Penalty 3807.530929 = -333460.636492
  nChanged 67
		SP:Iteration 5Q (152685.340000 sec): 3 clusters
  Score: Raw -337331.250695 + Penalty 3807.530929 = -333523.719767
  nChanged 63
		SP:Iteration 6Q (152685.520000 sec): 3 clusters
  Score: Raw -337386.641345 + Penalty 3807.530929 = -333579.110417
  nChanged 55
		SP:Iteration 7Q (152685.690000 sec): 3 clusters
  Score: Raw -337431.517846 + Penalty 3807.530929 = -333623.986918
  nChanged 47
		SP:Iteration 8Q (152685.860000 sec): 3 clusters
  Score: Raw -337476.934920 + Penalty 3807.530929 = -333669.403991
  nChanged 44
		SP:Iteration 9Q (152686.010000 sec): 3 clusters
  Score: Raw -337516.477002 + Penalty 3807.530929 = -333708.946073
  nChanged 40
		SP:Iteration 10Q (152686.180000 sec): 3 clusters
  Score: Raw -337552.065368 + Penalty 3807.530929 = -333744.534439
  nChanged 41
		SP:Iteration 11Q (152686.360000 sec): 3 clusters
  Score: Raw -337583.677335 + Penalty 3807.530929 = -333776.146407
  nChanged 39
		SP:Iteration 12Q (152686.540000 sec): 3 clusters
  Score: Raw -337617.046392 + Penalty 3807.530929 = -333809.515463
  nChanged 29
		SP:Iteration 13Q (152686.720000 sec): 3 clusters
  Score: Raw -337635.894248 + Penalty 3807.530929 = -333828.363319
  nChanged 21
		SP:Iteration 14Q (152686.820000 sec): 3 clusters
  Score: Raw -337651.114573 + Penalty 3807.530929 = -333843.583644
  nChanged 21
		SP:Iteration 15Q (152686.960000 sec): 3 clusters
  Score: Raw -337664.947250 + Penalty 3807.530929 = -333857.416322
  nChanged 17
		SP:Iteration 16Q (152687.110000 sec): 3 clusters
  Score: Raw -337676.484395 + Penalty 3807.530929 = -333868.953467
  nChanged 13
		SP:Iteration 17Q (152687.260000 sec): 3 clusters
  Score: Raw -337686.264591 + Penalty 3807.530929 = -333878.733663
  nChanged 6
		SP:Iteration 18Q (152687.480000 sec): 3 clusters
  Score: Raw -337689.232076 + Penalty 3807.530929 = -333881.701148
  nChanged 3
		SP:Iteration 19Q (152687.650000 sec): 3 clusters
  Score: Raw -337690.234308 + Penalty 3807.530929 = -333882.703379
  nChanged 2
		SP:Iteration 20F (152687.820000 sec): 3 clusters
  Score: Raw -337691.612576 + Penalty 3807.530929 = -333884.081648
  nChanged 1
		SP:Iteration 21Q (152687.980000 sec): 3 clusters
  Score: Raw -337692.153979 + Penalty 3807.530929 = -333884.623051
  nChanged 2
		SP:Iteration 22Q (152688.170000 sec): 3 clusters
  Score: Raw -337693.090991 + Penalty 3807.530929 = -333885.560063
  nChanged 0
		SP:Iteration 23F (152688.330000 sec): 3 clusters
  Score: Raw -337693.090991 + Penalty 3807.530929 = -333885.560063
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 73 (7374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152688.520000 sec): 2 clusters
  Score: Raw -1161415.758258 + Penalty 2208.617464 = -1159207.140795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152688.760000 sec): 3 clusters
  Score: Raw -1157627.168389 + Penalty 4417.234927 = -1153209.933462
  nChanged 3013
		SP:Iteration 1F (152689.000000 sec): 3 clusters
  Score: Raw -1159372.733466 + Penalty 4417.234927 = -1154955.498539
  nChanged 561
		SP:Iteration 2F (152689.210000 sec): 3 clusters
  Score: Raw -1159723.114937 + Penalty 4417.234927 = -1155305.880010
  nChanged 435
		SP:Iteration 3F (152689.390000 sec): 3 clusters
  Score: Raw -1160005.730283 + Penalty 4417.234927 = -1155588.495356
  nChanged 403
		SP:Iteration 4F (152689.610000 sec): 3 clusters
  Score: Raw -1160286.279109 + Penalty 4417.234927 = -1155869.044182
  nChanged 380
		SP:Iteration 5F (152689.790000 sec): 3 clusters
  Score: Raw -1160564.855277 + Penalty 4417.234927 = -1156147.620350
  nChanged 321
		SP:Iteration 6Q (152689.930000 sec): 3 clusters
  Score: Raw -1160800.710656 + Penalty 4417.234927 = -1156383.475729
  nChanged 314
		SP:Iteration 7Q (152690.140000 sec): 3 clusters
  Score: Raw -1161040.085080 + Penalty 4417.234927 = -1156622.850153
  nChanged 285
		SP:Iteration 8Q (152690.280000 sec): 3 clusters
  Score: Raw -1161250.350440 + Penalty 4417.234927 = -1156833.115513
  nChanged 293
		SP:Iteration 9Q (152690.590000 sec): 3 clusters
  Score: Raw -1161456.252201 + Penalty 4417.234927 = -1157039.017274
  nChanged 247
		SP:Iteration 10Q (152690.820000 sec): 3 clusters
  Score: Raw -1161643.689208 + Penalty 4417.234927 = -1157226.454281
  nChanged 259
		SP:Iteration 11Q (152691.130000 sec): 3 clusters
  Score: Raw -1161895.294791 + Penalty 4417.234927 = -1157478.059864
  nChanged 261
		SP:Iteration 12Q (152691.380000 sec): 3 clusters
  Score: Raw -1162195.581269 + Penalty 4417.234927 = -1157778.346342
  nChanged 241
		SP:Iteration 13Q (152691.620000 sec): 3 clusters
  Score: Raw -1162453.132837 + Penalty 4417.234927 = -1158035.897910
  nChanged 213
		SP:Iteration 14Q (152691.860000 sec): 3 clusters
  Score: Raw -1162646.893407 + Penalty 4417.234927 = -1158229.658480
  nChanged 182
		SP:Iteration 15Q (152692.090000 sec): 3 clusters
  Score: Raw -1162789.704603 + Penalty 4417.234927 = -1158372.469676
  nChanged 136
		SP:Iteration 16Q (152692.330000 sec): 3 clusters
  Score: Raw -1162885.620111 + Penalty 4417.234927 = -1158468.385184
  nChanged 105
		SP:Iteration 17Q (152692.580000 sec): 3 clusters
  Score: Raw -1162962.558134 + Penalty 4417.234927 = -1158545.323207
  nChanged 91
		SP:Iteration 18Q (152692.850000 sec): 3 clusters
  Score: Raw -1163022.301148 + Penalty 4417.234927 = -1158605.066221
  nChanged 70
		SP:Iteration 19Q (152693.200000 sec): 3 clusters
  Score: Raw -1163055.976365 + Penalty 4417.234927 = -1158638.741438
  nChanged 65
		SP:Iteration 20F (152693.430000 sec): 3 clusters
  Score: Raw -1163083.917850 + Penalty 4417.234927 = -1158666.682923
  nChanged 53
		SP:Iteration 21Q (152693.710000 sec): 3 clusters
  Score: Raw -1163107.248279 + Penalty 4417.234927 = -1158690.013351
  nChanged 37
		SP:Iteration 22Q (152693.930000 sec): 3 clusters
  Score: Raw -1163120.177067 + Penalty 4417.234927 = -1158702.942139
  nChanged 22
		SP:Iteration 23Q (152694.180000 sec): 3 clusters
  Score: Raw -1163127.104246 + Penalty 4417.234927 = -1158709.869319
  nChanged 15
		SP:Iteration 24Q (152694.470000 sec): 3 clusters
  Score: Raw -1163131.277131 + Penalty 4417.234927 = -1158714.042204
  nChanged 13
		SP:Iteration 25Q (152694.740000 sec): 3 clusters
  Score: Raw -1163135.109324 + Penalty 4417.234927 = -1158717.874396
  nChanged 9
		SP:Iteration 26Q (152694.990000 sec): 3 clusters
  Score: Raw -1163136.943093 + Penalty 4417.234927 = -1158719.708166
  nChanged 8
		SP:Iteration 27Q (152695.220000 sec): 3 clusters
  Score: Raw -1163138.649859 + Penalty 4417.234927 = -1158721.414932
  nChanged 6
		SP:Iteration 28Q (152695.440000 sec): 3 clusters
  Score: Raw -1163140.446668 + Penalty 4417.234927 = -1158723.211741
  nChanged 4
		SP:Iteration 29Q (152695.710000 sec): 3 clusters
  Score: Raw -1163141.025395 + Penalty 4417.234927 = -1158723.790468
  nChanged 0
		SP:Iteration 30F (152695.930000 sec): 3 clusters
  Score: Raw -1163141.025395 + Penalty 4417.234927 = -1158723.790468
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 74 (3396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152696.100000 sec): 2 clusters
  Score: Raw -535129.793359 + Penalty 2016.327680 = -533113.465679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152696.340000 sec): 3 clusters
  Score: Raw -533641.644765 + Penalty 4032.655360 = -529608.989405
  nChanged 1174
		SP:Iteration 1F (152696.540000 sec): 3 clusters
  Score: Raw -534308.908308 + Penalty 4032.655360 = -530276.252949
  nChanged 253
		SP:Iteration 2F (152696.720000 sec): 3 clusters
  Score: Raw -534504.717525 + Penalty 4032.655360 = -530472.062166
  nChanged 185
		SP:Iteration 3F (152696.880000 sec): 3 clusters
  Score: Raw -534632.834243 + Penalty 4032.655360 = -530600.178884
  nChanged 138
		SP:Iteration 4Q (152697.130000 sec): 3 clusters
  Score: Raw -534723.096323 + Penalty 4032.655360 = -530690.440964
  nChanged 104
		SP:Iteration 5Q (152697.310000 sec): 3 clusters
  Score: Raw -534781.712548 + Penalty 4032.655360 = -530749.057188
  nChanged 79
		SP:Iteration 6Q (152697.460000 sec): 3 clusters
  Score: Raw -534829.504986 + Penalty 4032.655360 = -530796.849627
  nChanged 70
		SP:Iteration 7Q (152697.620000 sec): 3 clusters
  Score: Raw -534866.837943 + Penalty 4032.655360 = -530834.182584
  nChanged 66
		SP:Iteration 8Q (152697.810000 sec): 3 clusters
  Score: Raw -534901.425374 + Penalty 4032.655360 = -530868.770015
  nChanged 49
		SP:Iteration 9Q (152697.990000 sec): 3 clusters
  Score: Raw -534932.539784 + Penalty 4032.655360 = -530899.884424
  nChanged 59
		SP:Iteration 10Q (152698.120000 sec): 3 clusters
  Score: Raw -534962.608917 + Penalty 4032.655360 = -530929.953558
  nChanged 42
		SP:Iteration 11Q (152698.310000 sec): 3 clusters
  Score: Raw -534985.179274 + Penalty 4032.655360 = -530952.523915
  nChanged 36
		SP:Iteration 12Q (152698.440000 sec): 3 clusters
  Score: Raw -535002.739536 + Penalty 4032.655360 = -530970.084177
  nChanged 43
		SP:Iteration 13Q (152698.640000 sec): 3 clusters
  Score: Raw -535026.636312 + Penalty 4032.655360 = -530993.980953
  nChanged 31
		SP:Iteration 14Q (152698.800000 sec): 3 clusters
  Score: Raw -535041.215926 + Penalty 4032.655360 = -531008.560567
  nChanged 23
		SP:Iteration 15Q (152698.910000 sec): 3 clusters
  Score: Raw -535053.086621 + Penalty 4032.655360 = -531020.431261
  nChanged 31
		SP:Iteration 16Q (152699.040000 sec): 3 clusters
  Score: Raw -535068.883640 + Penalty 4032.655360 = -531036.228280
  nChanged 36
		SP:Iteration 17Q (152699.190000 sec): 3 clusters
  Score: Raw -535094.200427 + Penalty 4032.655360 = -531061.545067
  nChanged 46
		SP:Iteration 18Q (152699.340000 sec): 3 clusters
  Score: Raw -535122.480360 + Penalty 4032.655360 = -531089.825001
  nChanged 36
		SP:Iteration 19Q (152699.530000 sec): 3 clusters
  Score: Raw -535149.884114 + Penalty 4032.655360 = -531117.228755
  nChanged 47
		SP:Iteration 20F (152699.720000 sec): 3 clusters
  Score: Raw -535178.278610 + Penalty 4032.655360 = -531145.623251
  nChanged 40
		SP:Iteration 21Q (152699.860000 sec): 3 clusters
  Score: Raw -535208.658053 + Penalty 4032.655360 = -531176.002693
  nChanged 57
		SP:Iteration 22Q (152700.030000 sec): 3 clusters
  Score: Raw -535251.579822 + Penalty 4032.655360 = -531218.924462
  nChanged 56
		SP:Iteration 23Q (152700.200000 sec): 3 clusters
  Score: Raw -535298.990730 + Penalty 4032.655360 = -531266.335371
  nChanged 55
		SP:Iteration 24Q (152700.390000 sec): 3 clusters
  Score: Raw -535333.666303 + Penalty 4032.655360 = -531301.010944
  nChanged 59
		SP:Iteration 25Q (152700.520000 sec): 3 clusters
  Score: Raw -535372.337610 + Penalty 4032.655360 = -531339.682251
  nChanged 55
		SP:Iteration 26Q (152700.700000 sec): 3 clusters
  Score: Raw -535408.885469 + Penalty 4032.655360 = -531376.230110
  nChanged 57
		SP:Iteration 27Q (152700.860000 sec): 3 clusters
  Score: Raw -535446.520671 + Penalty 4032.655360 = -531413.865311
  nChanged 56
		SP:Iteration 28Q (152701.020000 sec): 3 clusters
  Score: Raw -535480.089103 + Penalty 4032.655360 = -531447.433744
  nChanged 43
		SP:Iteration 29Q (152701.160000 sec): 3 clusters
  Score: Raw -535506.455486 + Penalty 4032.655360 = -531473.800126
  nChanged 41
		SP:Iteration 30Q (152701.320000 sec): 3 clusters
  Score: Raw -535528.436339 + Penalty 4032.655360 = -531495.780980
  nChanged 33
		SP:Iteration 31Q (152701.520000 sec): 3 clusters
  Score: Raw -535550.735639 + Penalty 4032.655360 = -531518.080279
  nChanged 42
		SP:Iteration 32Q (152701.670000 sec): 3 clusters
  Score: Raw -535572.864812 + Penalty 4032.655360 = -531540.209452
  nChanged 41
		SP:Iteration 33Q (152701.860000 sec): 3 clusters
  Score: Raw -535595.001044 + Penalty 4032.655360 = -531562.345685
  nChanged 28
		SP:Iteration 34Q (152702.030000 sec): 3 clusters
  Score: Raw -535610.829133 + Penalty 4032.655360 = -531578.173774
  nChanged 28
		SP:Iteration 35Q (152702.180000 sec): 3 clusters
  Score: Raw -535625.942309 + Penalty 4032.655360 = -531593.286950
  nChanged 29
		SP:Iteration 36Q (152702.320000 sec): 3 clusters
  Score: Raw -535638.507400 + Penalty 4032.655360 = -531605.852041
  nChanged 25
		SP:Iteration 37Q (152702.510000 sec): 3 clusters
  Score: Raw -535648.741600 + Penalty 4032.655360 = -531616.086241
  nChanged 20
		SP:Iteration 38Q (152702.680000 sec): 3 clusters
  Score: Raw -535656.862411 + Penalty 4032.655360 = -531624.207051
  nChanged 16
		SP:Iteration 39Q (152702.830000 sec): 3 clusters
  Score: Raw -535661.910858 + Penalty 4032.655360 = -531629.255498
  nChanged 8
		SP:Iteration 40F (152702.970000 sec): 3 clusters
  Score: Raw -535665.286082 + Penalty 4032.655360 = -531632.630722
  nChanged 7
		SP:Iteration 41Q (152703.110000 sec): 3 clusters
  Score: Raw -535669.167396 + Penalty 4032.655360 = -531636.512036
  nChanged 14
		SP:Iteration 42Q (152703.310000 sec): 3 clusters
  Score: Raw -535677.541153 + Penalty 4032.655360 = -531644.885793
  nChanged 16
		SP:Iteration 43Q (152703.430000 sec): 3 clusters
  Score: Raw -535686.987884 + Penalty 4032.655360 = -531654.332524
  nChanged 18
		SP:Iteration 44Q (152703.610000 sec): 3 clusters
  Score: Raw -535697.212416 + Penalty 4032.655360 = -531664.557057
  nChanged 14
		SP:Iteration 45Q (152703.810000 sec): 3 clusters
  Score: Raw -535705.401264 + Penalty 4032.655360 = -531672.745904
  nChanged 13
		SP:Iteration 46Q (152703.930000 sec): 3 clusters
  Score: Raw -535712.207089 + Penalty 4032.655360 = -531679.551730
  nChanged 14
		SP:Iteration 47Q (152704.090000 sec): 3 clusters
  Score: Raw -535718.983022 + Penalty 4032.655360 = -531686.327662
  nChanged 12
		SP:Iteration 48Q (152704.230000 sec): 3 clusters
  Score: Raw -535726.969229 + Penalty 4032.655360 = -531694.313870
  nChanged 9
		SP:Iteration 49Q (152704.380000 sec): 3 clusters
  Score: Raw -535731.378290 + Penalty 4032.655360 = -531698.722931
  nChanged 5
		SP:Iteration 50Q (152704.510000 sec): 3 clusters
  Score: Raw -535733.144796 + Penalty 4032.655360 = -531700.489437
  nChanged 6
		SP:Iteration 51Q (152704.660000 sec): 3 clusters
  Score: Raw -535735.972024 + Penalty 4032.655360 = -531703.316664
  nChanged 4
		SP:Iteration 52Q (152704.790000 sec): 3 clusters
  Score: Raw -535737.154849 + Penalty 4032.655360 = -531704.499489
  nChanged 1
		SP:Iteration 53Q (152704.980000 sec): 3 clusters
  Score: Raw -535737.508726 + Penalty 4032.655360 = -531704.853366
  nChanged 0
		SP:Iteration 54F (152705.130000 sec): 3 clusters
  Score: Raw -535737.508726 + Penalty 4032.655360 = -531704.853366
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 75 (1869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152705.210000 sec): 2 clusters
  Score: Raw -268304.911387 + Penalty 1868.223384 = -266436.688003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152705.370000 sec): 3 clusters
  Score: Raw -267662.951902 + Penalty 3736.446768 = -263926.505133
  nChanged 601
		SP:Iteration 1F (152705.490000 sec): 3 clusters
  Score: Raw -268101.370057 + Penalty 3736.446768 = -264364.923288
  nChanged 130
		SP:Iteration 2F (152705.670000 sec): 3 clusters
  Score: Raw -268225.317461 + Penalty 3736.446768 = -264488.870692
  nChanged 84
		SP:Iteration 3Q (152705.780000 sec): 3 clusters
  Score: Raw -268313.921658 + Penalty 3736.446768 = -264577.474890
  nChanged 73
		SP:Iteration 4Q (152705.920000 sec): 3 clusters
  Score: Raw -268398.745408 + Penalty 3736.446768 = -264662.298639
  nChanged 76
		SP:Iteration 5Q (152706.060000 sec): 3 clusters
  Score: Raw -268483.429209 + Penalty 3736.446768 = -264746.982440
  nChanged 65
		SP:Iteration 6Q (152706.210000 sec): 3 clusters
  Score: Raw -268552.565571 + Penalty 3736.446768 = -264816.118802
  nChanged 52
		SP:Iteration 7Q (152706.320000 sec): 3 clusters
  Score: Raw -268597.950311 + Penalty 3736.446768 = -264861.503543
  nChanged 28
		SP:Iteration 8Q (152706.460000 sec): 3 clusters
  Score: Raw -268621.721870 + Penalty 3736.446768 = -264885.275101
  nChanged 28
		SP:Iteration 9Q (152706.610000 sec): 3 clusters
  Score: Raw -268647.772650 + Penalty 3736.446768 = -264911.325881
  nChanged 25
		SP:Iteration 10Q (152706.760000 sec): 3 clusters
  Score: Raw -268675.078116 + Penalty 3736.446768 = -264938.631348
  nChanged 19
		SP:Iteration 11Q (152706.910000 sec): 3 clusters
  Score: Raw -268688.719410 + Penalty 3736.446768 = -264952.272642
  nChanged 13
		SP:Iteration 12Q (152707.010000 sec): 3 clusters
  Score: Raw -268698.583755 + Penalty 3736.446768 = -264962.136986
  nChanged 14
		SP:Iteration 13Q (152707.200000 sec): 3 clusters
  Score: Raw -268709.614645 + Penalty 3736.446768 = -264973.167876
  nChanged 11
		SP:Iteration 14Q (152707.350000 sec): 3 clusters
  Score: Raw -268718.523888 + Penalty 3736.446768 = -264982.077120
  nChanged 9
		SP:Iteration 15Q (152707.460000 sec): 3 clusters
  Score: Raw -268726.114882 + Penalty 3736.446768 = -264989.668113
  nChanged 8
		SP:Iteration 16Q (152707.650000 sec): 3 clusters
  Score: Raw -268732.448019 + Penalty 3736.446768 = -264996.001251
  nChanged 7
		SP:Iteration 17Q (152707.810000 sec): 3 clusters
  Score: Raw -268741.129827 + Penalty 3736.446768 = -265004.683058
  nChanged 13
		SP:Iteration 18Q (152707.950000 sec): 3 clusters
  Score: Raw -268758.605409 + Penalty 3736.446768 = -265022.158641
  nChanged 20
		SP:Iteration 19Q (152708.090000 sec): 3 clusters
  Score: Raw -268778.944754 + Penalty 3736.446768 = -265042.497985
  nChanged 28
		SP:Iteration 20F (152708.230000 sec): 3 clusters
  Score: Raw -268813.091740 + Penalty 3736.446768 = -265076.644971
  nChanged 27
		SP:Iteration 21Q (152708.370000 sec): 3 clusters
  Score: Raw -268845.680019 + Penalty 3736.446768 = -265109.233251
  nChanged 32
		SP:Iteration 22Q (152708.580000 sec): 3 clusters
  Score: Raw -268877.388520 + Penalty 3736.446768 = -265140.941751
  nChanged 34
		SP:Iteration 23Q (152708.670000 sec): 3 clusters
  Score: Raw -268910.747953 + Penalty 3736.446768 = -265174.301185
  nChanged 24
		SP:Iteration 24Q (152708.850000 sec): 3 clusters
  Score: Raw -268935.314778 + Penalty 3736.446768 = -265198.868009
  nChanged 20
		SP:Iteration 25Q (152709.030000 sec): 3 clusters
  Score: Raw -268956.110180 + Penalty 3736.446768 = -265219.663412
  nChanged 23
		SP:Iteration 26Q (152709.180000 sec): 3 clusters
  Score: Raw -268974.843014 + Penalty 3736.446768 = -265238.396245
  nChanged 22
		SP:Iteration 27Q (152709.300000 sec): 3 clusters
  Score: Raw -268997.428252 + Penalty 3736.446768 = -265260.981484
  nChanged 19
		SP:Iteration 28Q (152709.450000 sec): 3 clusters
  Score: Raw -269017.163082 + Penalty 3736.446768 = -265280.716313
  nChanged 14
		SP:Iteration 29Q (152709.590000 sec): 3 clusters
  Score: Raw -269037.267201 + Penalty 3736.446768 = -265300.820432
  nChanged 19
		SP:Iteration 30Q (152709.680000 sec): 3 clusters
  Score: Raw -269054.744336 + Penalty 3736.446768 = -265318.297567
  nChanged 24
		SP:Iteration 31Q (152709.830000 sec): 3 clusters
  Score: Raw -269075.767948 + Penalty 3736.446768 = -265339.321179
  nChanged 9
		SP:Iteration 32Q (152710.020000 sec): 3 clusters
  Score: Raw -269087.418487 + Penalty 3736.446768 = -265350.971719
  nChanged 6
		SP:Iteration 33Q (152710.110000 sec): 3 clusters
  Score: Raw -269092.234739 + Penalty 3736.446768 = -265355.787970
  nChanged 5
		SP:Iteration 34Q (152710.250000 sec): 3 clusters
  Score: Raw -269095.067645 + Penalty 3736.446768 = -265358.620876
  nChanged 3
		SP:Iteration 35Q (152710.390000 sec): 3 clusters
  Score: Raw -269099.361605 + Penalty 3736.446768 = -265362.914837
  nChanged 4
		SP:Iteration 36Q (152710.530000 sec): 3 clusters
  Score: Raw -269102.677363 + Penalty 3736.446768 = -265366.230595
  nChanged 5
		SP:Iteration 37Q (152710.680000 sec): 3 clusters
  Score: Raw -269105.117913 + Penalty 3736.446768 = -265368.671145
  nChanged 1
		SP:Iteration 38Q (152710.820000 sec): 3 clusters
  Score: Raw -269107.343919 + Penalty 3736.446768 = -265370.897150
  nChanged 6
		SP:Iteration 39Q (152710.960000 sec): 3 clusters
  Score: Raw -269111.447047 + Penalty 3736.446768 = -265375.000279
  nChanged 2
		SP:Iteration 40F (152711.110000 sec): 3 clusters
  Score: Raw -269113.618597 + Penalty 3736.446768 = -265377.171829
  nChanged 1
		SP:Iteration 41Q (152711.250000 sec): 3 clusters
  Score: Raw -269114.698508 + Penalty 3736.446768 = -265378.251739
  nChanged 2
		SP:Iteration 42Q (152711.400000 sec): 3 clusters
  Score: Raw -269116.625824 + Penalty 3736.446768 = -265380.179055
  nChanged 5
		SP:Iteration 43Q (152711.550000 sec): 3 clusters
  Score: Raw -269119.948139 + Penalty 3736.446768 = -265383.501370
  nChanged 1
		SP:Iteration 44Q (152711.670000 sec): 3 clusters
  Score: Raw -269120.144939 + Penalty 3736.446768 = -265383.698170
  nChanged 0
		SP:Iteration 45F (152711.810000 sec): 3 clusters
  Score: Raw -269120.144939 + Penalty 3736.446768 = -265383.698170
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 76 (13142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152712.010000 sec): 2 clusters
  Score: Raw -2071769.670378 + Penalty 2351.924985 = -2069417.745394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152712.390000 sec): 3 clusters
  Score: Raw -2064489.675576 + Penalty 4703.849970 = -2059785.825606
  nChanged 5499
		SP:Iteration 1F (152712.720000 sec): 3 clusters
  Score: Raw -2067502.457309 + Penalty 4703.849970 = -2062798.607340
  nChanged 884
		SP:Iteration 2F (152713.050000 sec): 3 clusters
  Score: Raw -2067977.000198 + Penalty 4703.849970 = -2063273.150228
  nChanged 822
		SP:Iteration 3F (152713.400000 sec): 3 clusters
  Score: Raw -2068460.935496 + Penalty 4703.849970 = -2063757.085526
  nChanged 804
		SP:Iteration 4F (152713.700000 sec): 3 clusters
  Score: Raw -2068991.242938 + Penalty 4703.849970 = -2064287.392969
  nChanged 795
		SP:Iteration 5F (152713.930000 sec): 3 clusters
  Score: Raw -2069531.417259 + Penalty 4703.849970 = -2064827.567289
  nChanged 774
		SP:Iteration 6F (152714.280000 sec): 3 clusters
  Score: Raw -2070050.280411 + Penalty 4703.849970 = -2065346.430441
  nChanged 709
		SP:Iteration 7F (152714.590000 sec): 3 clusters
  Score: Raw -2070506.570210 + Penalty 4703.849970 = -2065802.720240
  nChanged 599
		SP:Iteration 8Q (152714.910000 sec): 3 clusters
  Score: Raw -2070893.252140 + Penalty 4703.849970 = -2066189.402170
  nChanged 507
		SP:Iteration 9Q (152715.140000 sec): 3 clusters
  Score: Raw -2071216.492023 + Penalty 4703.849970 = -2066512.642053
  nChanged 452
		SP:Iteration 10Q (152715.470000 sec): 3 clusters
  Score: Raw -2071526.337255 + Penalty 4703.849970 = -2066822.487285
  nChanged 406
		SP:Iteration 11Q (152715.760000 sec): 3 clusters
  Score: Raw -2071870.277194 + Penalty 4703.849970 = -2067166.427225
  nChanged 369
		SP:Iteration 12Q (152715.980000 sec): 3 clusters
  Score: Raw -2072215.666785 + Penalty 4703.849970 = -2067511.816815
  nChanged 360
		SP:Iteration 13Q (152716.290000 sec): 3 clusters
  Score: Raw -2072498.973763 + Penalty 4703.849970 = -2067795.123794
  nChanged 287
		SP:Iteration 14Q (152716.570000 sec): 3 clusters
  Score: Raw -2072687.712377 + Penalty 4703.849970 = -2067983.862407
  nChanged 213
		SP:Iteration 15Q (152716.830000 sec): 3 clusters
  Score: Raw -2072809.302738 + Penalty 4703.849970 = -2068105.452768
  nChanged 187
		SP:Iteration 16Q (152717.070000 sec): 3 clusters
  Score: Raw -2072895.776206 + Penalty 4703.849970 = -2068191.926236
  nChanged 143
		SP:Iteration 17Q (152717.360000 sec): 3 clusters
  Score: Raw -2072952.468670 + Penalty 4703.849970 = -2068248.618701
  nChanged 97
		SP:Iteration 18Q (152717.630000 sec): 3 clusters
  Score: Raw -2072986.722438 + Penalty 4703.849970 = -2068282.872468
  nChanged 80
		SP:Iteration 19Q (152717.890000 sec): 3 clusters
  Score: Raw -2073013.997039 + Penalty 4703.849970 = -2068310.147069
  nChanged 80
		SP:Iteration 20F (152718.240000 sec): 3 clusters
  Score: Raw -2073040.855678 + Penalty 4703.849970 = -2068337.005708
  nChanged 70
		SP:Iteration 21Q (152718.530000 sec): 3 clusters
  Score: Raw -2073062.831621 + Penalty 4703.849970 = -2068358.981652
  nChanged 57
		SP:Iteration 22Q (152718.770000 sec): 3 clusters
  Score: Raw -2073082.782608 + Penalty 4703.849970 = -2068378.932638
  nChanged 73
		SP:Iteration 23Q (152719.190000 sec): 3 clusters
  Score: Raw -2073111.280796 + Penalty 4703.849970 = -2068407.430826
  nChanged 70
		SP:Iteration 24Q (152719.530000 sec): 3 clusters
  Score: Raw -2073136.389992 + Penalty 4703.849970 = -2068432.540022
  nChanged 53
		SP:Iteration 25Q (152719.810000 sec): 3 clusters
  Score: Raw -2073151.123802 + Penalty 4703.849970 = -2068447.273832
  nChanged 38
		SP:Iteration 26Q (152720.130000 sec): 3 clusters
  Score: Raw -2073160.183369 + Penalty 4703.849970 = -2068456.333399
  nChanged 25
		SP:Iteration 27Q (152720.360000 sec): 3 clusters
  Score: Raw -2073165.406214 + Penalty 4703.849970 = -2068461.556245
  nChanged 21
		SP:Iteration 28Q (152720.570000 sec): 3 clusters
  Score: Raw -2073170.283089 + Penalty 4703.849970 = -2068466.433119
  nChanged 20
		SP:Iteration 29Q (152720.780000 sec): 3 clusters
  Score: Raw -2073174.521610 + Penalty 4703.849970 = -2068470.671640
  nChanged 10
		SP:Iteration 30Q (152721.110000 sec): 3 clusters
  Score: Raw -2073176.360053 + Penalty 4703.849970 = -2068472.510083
  nChanged 12
		SP:Iteration 31Q (152721.350000 sec): 3 clusters
  Score: Raw -2073178.703590 + Penalty 4703.849970 = -2068474.853620
  nChanged 10
		SP:Iteration 32Q (152721.570000 sec): 3 clusters
  Score: Raw -2073180.190575 + Penalty 4703.849970 = -2068476.340606
  nChanged 7
		SP:Iteration 33Q (152721.810000 sec): 3 clusters
  Score: Raw -2073182.028581 + Penalty 4703.849970 = -2068478.178611
  nChanged 12
		SP:Iteration 34Q (152722.070000 sec): 3 clusters
  Score: Raw -2073183.897993 + Penalty 4703.849970 = -2068480.048024
  nChanged 11
		SP:Iteration 35Q (152722.310000 sec): 3 clusters
  Score: Raw -2073185.988004 + Penalty 4703.849970 = -2068482.138034
  nChanged 4
		SP:Iteration 36Q (152722.570000 sec): 3 clusters
  Score: Raw -2073186.686687 + Penalty 4703.849970 = -2068482.836718
  nChanged 4
		SP:Iteration 37Q (152722.860000 sec): 3 clusters
  Score: Raw -2073187.740318 + Penalty 4703.849970 = -2068483.890348
  nChanged 5
		SP:Iteration 38Q (152723.140000 sec): 3 clusters
  Score: Raw -2073188.525517 + Penalty 4703.849970 = -2068484.675548
  nChanged 4
		SP:Iteration 39Q (152723.400000 sec): 3 clusters
  Score: Raw -2073188.952095 + Penalty 4703.849970 = -2068485.102125
  nChanged 2
		SP:Iteration 40F (152723.690000 sec): 3 clusters
  Score: Raw -2073189.366368 + Penalty 4703.849970 = -2068485.516399
  nChanged 2
		SP:Iteration 41Q (152723.920000 sec): 3 clusters
  Score: Raw -2073189.872938 + Penalty 4703.849970 = -2068486.022969
  nChanged 1
		SP:Iteration 42Q (152724.220000 sec): 3 clusters
  Score: Raw -2073189.905099 + Penalty 4703.849970 = -2068486.055129
  nChanged 2
		SP:Iteration 43Q (152724.480000 sec): 3 clusters
  Score: Raw -2073190.046417 + Penalty 4703.849970 = -2068486.196447
  nChanged 1
		SP:Iteration 44Q (152724.760000 sec): 3 clusters
  Score: Raw -2073190.105374 + Penalty 4703.849970 = -2068486.255404
  nChanged 0
		SP:Iteration 45F (152725.020000 sec): 3 clusters
  Score: Raw -2073190.105374 + Penalty 4703.849970 = -2068486.255404
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 77 (6292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152725.180000 sec): 2 clusters
  Score: Raw -986511.149024 + Penalty 2169.264498 = -984341.884526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152725.380000 sec): 3 clusters
  Score: Raw -983342.605602 + Penalty 4338.528995 = -979004.076607
  nChanged 2468
		SP:Iteration 1F (152725.510000 sec): 3 clusters
  Score: Raw -984737.376856 + Penalty 4338.528995 = -980398.847861
  nChanged 452
		SP:Iteration 2F (152725.710000 sec): 3 clusters
  Score: Raw -984988.918166 + Penalty 4338.528995 = -980650.389171
  nChanged 340
		SP:Iteration 3F (152725.870000 sec): 3 clusters
  Score: Raw -985186.797115 + Penalty 4338.528995 = -980848.268120
  nChanged 249
		SP:Iteration 4Q (152726.060000 sec): 3 clusters
  Score: Raw -985319.262626 + Penalty 4338.528995 = -980980.733631
  nChanged 222
		SP:Iteration 5Q (152726.260000 sec): 3 clusters
  Score: Raw -985446.465024 + Penalty 4338.528995 = -981107.936029
  nChanged 207
		SP:Iteration 6Q (152726.470000 sec): 3 clusters
  Score: Raw -985552.712567 + Penalty 4338.528995 = -981214.183572
  nChanged 206
		SP:Iteration 7Q (152726.670000 sec): 3 clusters
  Score: Raw -985666.121853 + Penalty 4338.528995 = -981327.592858
  nChanged 206
		SP:Iteration 8Q (152726.900000 sec): 3 clusters
  Score: Raw -985786.530494 + Penalty 4338.528995 = -981448.001499
  nChanged 202
		SP:Iteration 9Q (152727.080000 sec): 3 clusters
  Score: Raw -985916.398565 + Penalty 4338.528995 = -981577.869569
  nChanged 188
		SP:Iteration 10Q (152727.240000 sec): 3 clusters
  Score: Raw -986037.877777 + Penalty 4338.528995 = -981699.348782
  nChanged 182
		SP:Iteration 11Q (152727.450000 sec): 3 clusters
  Score: Raw -986163.358498 + Penalty 4338.528995 = -981824.829503
  nChanged 163
		SP:Iteration 12Q (152727.580000 sec): 3 clusters
  Score: Raw -986278.347274 + Penalty 4338.528995 = -981939.818279
  nChanged 156
		SP:Iteration 13Q (152727.780000 sec): 3 clusters
  Score: Raw -986388.045805 + Penalty 4338.528995 = -982049.516810
  nChanged 137
		SP:Iteration 14Q (152727.960000 sec): 3 clusters
  Score: Raw -986488.075064 + Penalty 4338.528995 = -982149.546069
  nChanged 110
		SP:Iteration 15Q (152728.140000 sec): 3 clusters
  Score: Raw -986562.098235 + Penalty 4338.528995 = -982223.569240
  nChanged 85
		SP:Iteration 16Q (152728.260000 sec): 3 clusters
  Score: Raw -986618.495904 + Penalty 4338.528995 = -982279.966909
  nChanged 55
		SP:Iteration 17Q (152728.480000 sec): 3 clusters
  Score: Raw -986651.003724 + Penalty 4338.528995 = -982312.474729
  nChanged 53
		SP:Iteration 18Q (152728.690000 sec): 3 clusters
  Score: Raw -986686.846868 + Penalty 4338.528995 = -982348.317873
  nChanged 47
		SP:Iteration 19Q (152728.880000 sec): 3 clusters
  Score: Raw -986720.520850 + Penalty 4338.528995 = -982381.991855
  nChanged 30
		SP:Iteration 20F (152729.090000 sec): 3 clusters
  Score: Raw -986740.149578 + Penalty 4338.528995 = -982401.620583
  nChanged 20
		SP:Iteration 21Q (152729.270000 sec): 3 clusters
  Score: Raw -986753.209077 + Penalty 4338.528995 = -982414.680082
  nChanged 16
		SP:Iteration 22Q (152729.480000 sec): 3 clusters
  Score: Raw -986764.901575 + Penalty 4338.528995 = -982426.372580
  nChanged 15
		SP:Iteration 23Q (152729.710000 sec): 3 clusters
  Score: Raw -986775.288518 + Penalty 4338.528995 = -982436.759523
  nChanged 14
		SP:Iteration 24Q (152729.910000 sec): 3 clusters
  Score: Raw -986783.493880 + Penalty 4338.528995 = -982444.964885
  nChanged 14
		SP:Iteration 25Q (152730.150000 sec): 3 clusters
  Score: Raw -986790.563185 + Penalty 4338.528995 = -982452.034190
  nChanged 10
		SP:Iteration 26Q (152730.370000 sec): 3 clusters
  Score: Raw -986795.115199 + Penalty 4338.528995 = -982456.586204
  nChanged 6
		SP:Iteration 27Q (152730.570000 sec): 3 clusters
  Score: Raw -986799.483620 + Penalty 4338.528995 = -982460.954625
  nChanged 5
		SP:Iteration 28Q (152730.770000 sec): 3 clusters
  Score: Raw -986802.632556 + Penalty 4338.528995 = -982464.103561
  nChanged 4
		SP:Iteration 29Q (152730.980000 sec): 3 clusters
  Score: Raw -986804.463317 + Penalty 4338.528995 = -982465.934322
  nChanged 1
		SP:Iteration 30Q (152731.240000 sec): 3 clusters
  Score: Raw -986805.310333 + Penalty 4338.528995 = -982466.781338
  nChanged 1
		SP:Iteration 31Q (152731.450000 sec): 3 clusters
  Score: Raw -986805.670834 + Penalty 4338.528995 = -982467.141839
  nChanged 1
		SP:Iteration 32Q (152731.670000 sec): 3 clusters
  Score: Raw -986805.902065 + Penalty 4338.528995 = -982467.373070
  nChanged 1
		SP:Iteration 33Q (152731.870000 sec): 3 clusters
  Score: Raw -986806.374972 + Penalty 4338.528995 = -982467.845977
  nChanged 1
		SP:Iteration 34Q (152732.060000 sec): 3 clusters
  Score: Raw -986807.050321 + Penalty 4338.528995 = -982468.521326
  nChanged 1
		SP:Iteration 35Q (152732.350000 sec): 3 clusters
  Score: Raw -986807.358689 + Penalty 4338.528995 = -982468.829694
  nChanged 0
		SP:Iteration 36F (152732.490000 sec): 3 clusters
  Score: Raw -986807.358689 + Penalty 4338.528995 = -982468.829694
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 78 (142216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152733.590000 sec): 2 clusters
  Score: Raw -23177821.363390 + Penalty 2942.545372 = -23174878.818018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152734.900000 sec): 3 clusters
  Score: Raw -23085506.458166 + Penalty 5885.090745 = -23079621.367421
  nChanged 68018
		SP:Iteration 1F (152736.200000 sec): 3 clusters
  Score: Raw -23124399.047089 + Penalty 5885.090745 = -23118513.956345
  nChanged 4172
		SP:Iteration 2Q (152737.490000 sec): 3 clusters
  Score: Raw -23125277.405520 + Penalty 5885.090745 = -23119392.314775
  nChanged 4191
		SP:Iteration 3Q (152738.840000 sec): 3 clusters
  Score: Raw -23126223.161812 + Penalty 5885.090745 = -23120338.071067
  nChanged 4318
		SP:Iteration 4Q (152739.990000 sec): 3 clusters
  Score: Raw -23127274.920324 + Penalty 5885.090745 = -23121389.829580
  nChanged 4463
		SP:Iteration 5Q (152741.190000 sec): 3 clusters
  Score: Raw -23128464.671993 + Penalty 5885.090745 = -23122579.581249
  nChanged 4698
		SP:Iteration 6Q (152742.390000 sec): 3 clusters
  Score: Raw -23129882.391362 + Penalty 5885.090745 = -23123997.300617
  nChanged 5031
		SP:Iteration 7Q (152743.720000 sec): 3 clusters
  Score: Raw -23131710.423404 + Penalty 5885.090745 = -23125825.332659
  nChanged 5766
		SP:Iteration 8Q (152745.070000 sec): 3 clusters
  Score: Raw -23134279.108186 + Penalty 5885.090745 = -23128394.017441
  nChanged 6764
		SP:Iteration 9Q (152746.330000 sec): 3 clusters
  Score: Raw -23137966.001002 + Penalty 5885.090745 = -23132080.910257
  nChanged 7991
		SP:Iteration 10F (152747.510000 sec): 3 clusters
  Score: Raw -23143171.406355 + Penalty 5885.090745 = -23137286.315610
  nChanged 9385
		SP:Iteration 11F (152748.810000 sec): 3 clusters
  Score: Raw -23150125.121896 + Penalty 5885.090745 = -23144240.031152
  nChanged 10001
		SP:Iteration 12F (152749.970000 sec): 3 clusters
  Score: Raw -23158216.747268 + Penalty 5885.090745 = -23152331.656523
  nChanged 9219
		SP:Iteration 13F (152751.150000 sec): 3 clusters
  Score: Raw -23166095.866093 + Penalty 5885.090745 = -23160210.775349
  nChanged 6909
		SP:Iteration 14Q (152752.450000 sec): 3 clusters
  Score: Raw -23172021.327942 + Penalty 5885.090745 = -23166136.237198
  nChanged 4014
		SP:Iteration 15Q (152753.640000 sec): 3 clusters
  Score: Raw -23175335.522775 + Penalty 5885.090745 = -23169450.432030
  nChanged 1930
		SP:Iteration 16Q (152754.710000 sec): 3 clusters
  Score: Raw -23176879.215837 + Penalty 5885.090745 = -23170994.125093
  nChanged 845
		SP:Iteration 17Q (152755.840000 sec): 3 clusters
  Score: Raw -23177551.310718 + Penalty 5885.090745 = -23171666.219973
  nChanged 383
		SP:Iteration 18Q (152756.910000 sec): 3 clusters
  Score: Raw -23177879.636732 + Penalty 5885.090745 = -23171994.545987
  nChanged 198
		SP:Iteration 19Q (152758.050000 sec): 3 clusters
  Score: Raw -23178045.246749 + Penalty 5885.090745 = -23172160.156005
  nChanged 116
		SP:Iteration 20F (152759.250000 sec): 3 clusters
  Score: Raw -23178127.976681 + Penalty 5885.090745 = -23172242.885936
  nChanged 56
		SP:Iteration 21Q (152760.380000 sec): 3 clusters
  Score: Raw -23178171.319790 + Penalty 5885.090745 = -23172286.229046
  nChanged 46
		SP:Iteration 22Q (152761.530000 sec): 3 clusters
  Score: Raw -23178211.684420 + Penalty 5885.090745 = -23172326.593675
  nChanged 39
		SP:Iteration 23Q (152762.570000 sec): 3 clusters
  Score: Raw -23178239.140927 + Penalty 5885.090745 = -23172354.050182
  nChanged 33
		SP:Iteration 24Q (152763.630000 sec): 3 clusters
  Score: Raw -23178273.468437 + Penalty 5885.090745 = -23172388.377693
  nChanged 32
		SP:Iteration 25Q (152764.740000 sec): 3 clusters
  Score: Raw -23178301.613059 + Penalty 5885.090745 = -23172416.522314
  nChanged 23
		SP:Iteration 26Q (152765.880000 sec): 3 clusters
  Score: Raw -23178318.208470 + Penalty 5885.090745 = -23172433.117726
  nChanged 19
		SP:Iteration 27Q (152766.920000 sec): 3 clusters
  Score: Raw -23178331.607012 + Penalty 5885.090745 = -23172446.516267
  nChanged 14
		SP:Iteration 28Q (152768.060000 sec): 3 clusters
  Score: Raw -23178343.536565 + Penalty 5885.090745 = -23172458.445821
  nChanged 8
		SP:Iteration 29Q (152769.140000 sec): 3 clusters
  Score: Raw -23178348.969280 + Penalty 5885.090745 = -23172463.878535
  nChanged 5
		SP:Iteration 30Q (152770.260000 sec): 3 clusters
  Score: Raw -23178352.395598 + Penalty 5885.090745 = -23172467.304853
  nChanged 7
		SP:Iteration 31Q (152771.410000 sec): 3 clusters
  Score: Raw -23178356.217364 + Penalty 5885.090745 = -23172471.126619
  nChanged 2
		SP:Iteration 32Q (152772.540000 sec): 3 clusters
  Score: Raw -23178357.893115 + Penalty 5885.090745 = -23172472.802370
  nChanged 4
		SP:Iteration 33Q (152773.600000 sec): 3 clusters
  Score: Raw -23178359.847000 + Penalty 5885.090745 = -23172474.756255
  nChanged 4
		SP:Iteration 34Q (152774.730000 sec): 3 clusters
  Score: Raw -23178361.414249 + Penalty 5885.090745 = -23172476.323504
  nChanged 2
		SP:Iteration 35Q (152775.850000 sec): 3 clusters
  Score: Raw -23178364.136193 + Penalty 5885.090745 = -23172479.045448
  nChanged 2
		SP:Iteration 36Q (152776.950000 sec): 3 clusters
  Score: Raw -23178367.895950 + Penalty 5885.090745 = -23172482.805205
  nChanged 5
		SP:Iteration 37Q (152778.020000 sec): 3 clusters
  Score: Raw -23178371.868888 + Penalty 5885.090745 = -23172486.778144
  nChanged 5
		SP:Iteration 38Q (152779.180000 sec): 3 clusters
  Score: Raw -23178375.156680 + Penalty 5885.090745 = -23172490.065936
  nChanged 3
		SP:Iteration 39Q (152780.310000 sec): 3 clusters
  Score: Raw -23178376.674092 + Penalty 5885.090745 = -23172491.583347
  nChanged 2
		SP:Iteration 40F (152781.520000 sec): 3 clusters
  Score: Raw -23178378.576690 + Penalty 5885.090745 = -23172493.485945
  nChanged 2
		SP:Iteration 41Q (152782.560000 sec): 3 clusters
  Score: Raw -23178379.599209 + Penalty 5885.090745 = -23172494.508464
  nChanged 1
		SP:Iteration 42Q (152783.660000 sec): 3 clusters
  Score: Raw -23178380.634602 + Penalty 5885.090745 = -23172495.543857
  nChanged 0
		SP:Iteration 43F (152784.850000 sec): 3 clusters
  Score: Raw -23178380.634602 + Penalty 5885.090745 = -23172495.543857
  nChanged 0
Iteration 219Q (153012.660000 sec): 80 clusters
  Score: Raw -289238025.801038 + Penalty 282963.326109 = -288955062.474929
  nChanged 1431
Iteration 220F (153467.420000 sec): 80 clusters
  Score: Raw -289238626.426349 + Penalty 282963.326109 = -288955663.100240
  nChanged 1541
Iteration 221Q (153761.240000 sec): 80 clusters
  Score: Raw -289238854.112114 + Penalty 282963.326109 = -288955890.786005
  nChanged 1141
Iteration 222Q (154017.100000 sec): 80 clusters
  Score: Raw -289238984.821350 + Penalty 282963.326109 = -288956021.495240
  nChanged 980
Iteration 223Q (154310.650000 sec): 80 clusters
  Score: Raw -289239087.103637 + Penalty 282963.326109 = -288956123.777528
  nChanged 878
Iteration 224Q (154565.730000 sec): 80 clusters
  Score: Raw -289239173.653546 + Penalty 282963.326109 = -288956210.327437
  nChanged 788
Iteration 225Q (154823.090000 sec): 80 clusters
  Score: Raw -289239253.336209 + Penalty 282963.326109 = -288956290.010100
  nChanged 793
Iteration 226Q (155075.500000 sec): 80 clusters
  Score: Raw -289239323.693931 + Penalty 282963.326109 = -288956360.367822
  nChanged 804
Iteration 227Q (155318.840000 sec): 80 clusters
  Score: Raw -289239392.884340 + Penalty 282963.326109 = -288956429.558231
  nChanged 757
Iteration 228Q (155530.460000 sec): 80 clusters
  Score: Raw -289239454.584394 + Penalty 282963.326109 = -288956491.258284
  nChanged 734
Iteration 229Q (155778.620000 sec): 80 clusters
  Score: Raw -289239509.993458 + Penalty 282963.326109 = -288956546.667348
  nChanged 668
Iteration 230Q (156035.170000 sec): 80 clusters
  Score: Raw -289239554.887599 + Penalty 282963.326109 = -288956591.561490
  nChanged 636
Iteration 231Q (156285.220000 sec): 80 clusters
  Score: Raw -289239595.516528 + Penalty 282963.326109 = -288956632.190419
  nChanged 660
Iteration 232Q (156527.890000 sec): 80 clusters
  Score: Raw -289239634.284466 + Penalty 282963.326109 = -288956670.958357
  nChanged 655
Iteration 233Q (156769.930000 sec): 80 clusters
  Score: Raw -289239673.033890 + Penalty 282963.326109 = -288956709.707780
  nChanged 615
Iteration 234Q (157009.340000 sec): 80 clusters
  Score: Raw -289239711.270947 + Penalty 282963.326109 = -288956747.944838
  nChanged 617
Iteration 235Q (157254.700000 sec): 80 clusters
  Score: Raw -289239751.186560 + Penalty 282963.326109 = -288956787.860451
  nChanged 609
Iteration 236Q (157505.380000 sec): 80 clusters
  Score: Raw -289239790.739369 + Penalty 282963.326109 = -288956827.413260
  nChanged 577
Iteration 237Q (157750.880000 sec): 80 clusters
  Score: Raw -289239827.595759 + Penalty 282963.326109 = -288956864.269650
  nChanged 556
Iteration 238Q (157994.700000 sec): 80 clusters
  Score: Raw -289239856.747741 + Penalty 282963.326109 = -288956893.421631
  nChanged 510
Iteration 239Q (158248.200000 sec): 80 clusters
  Score: Raw -289239884.349408 + Penalty 282963.326109 = -288956921.023299
  nChanged 524
Iteration 240F (158645.480000 sec): 80 clusters
  Score: Raw -289239915.303235 + Penalty 282963.326109 = -288956951.977126
  nChanged 558
Iteration 241Q (158892.010000 sec): 80 clusters
  Score: Raw -289239944.428028 + Penalty 282963.326109 = -288956981.101919
  nChanged 561
Iteration 242Q (159138.790000 sec): 80 clusters
  Score: Raw -289239974.375807 + Penalty 282963.326109 = -288957011.049698
  nChanged 533
Iteration 243Q (159390.270000 sec): 80 clusters
  Score: Raw -289240002.346953 + Penalty 282963.326109 = -288957039.020844
  nChanged 520
Iteration 244Q (159641.370000 sec): 80 clusters
  Score: Raw -289240030.078149 + Penalty 282963.326109 = -288957066.752040
  nChanged 504
Iteration 245Q (159891.430000 sec): 80 clusters
  Score: Raw -289240060.140861 + Penalty 282963.326109 = -288957096.814751
  nChanged 503
Iteration 246Q (160114.560000 sec): 80 clusters
  Score: Raw -289240087.749720 + Penalty 282963.326109 = -288957124.423610
  nChanged 526
Iteration 247Q (160351.820000 sec): 80 clusters
  Score: Raw -289240117.845593 + Penalty 282963.326109 = -288957154.519483
  nChanged 527
Iteration 248Q (160604.630000 sec): 80 clusters
  Score: Raw -289240147.881327 + Penalty 282963.326109 = -288957184.555218
  nChanged 510
Iteration 249Q (160851.380000 sec): 80 clusters
  Score: Raw -289240182.245026 + Penalty 282963.326109 = -288957218.918917
  nChanged 487
Iteration 250Q (161094.990000 sec): 80 clusters
  Score: Raw -289240207.998798 + Penalty 282963.326109 = -288957244.672689
  nChanged 450
Iteration 251Q (161342.560000 sec): 80 clusters
  Score: Raw -289240232.899999 + Penalty 282963.326109 = -288957269.573889
  nChanged 461
Iteration 252Q (161581.510000 sec): 80 clusters
  Score: Raw -289240259.422651 + Penalty 282963.326109 = -288957296.096542
  nChanged 437
Iteration 253Q (161822.790000 sec): 80 clusters
  Score: Raw -289240285.177532 + Penalty 282963.326109 = -288957321.851422
  nChanged 461
Iteration 254Q (162061.360000 sec): 80 clusters
  Score: Raw -289240313.574215 + Penalty 282963.326109 = -288957350.248106
  nChanged 422
Iteration 255Q (162310.750000 sec): 80 clusters
  Score: Raw -289240339.496356 + Penalty 282963.326109 = -288957376.170247
  nChanged 430
Iteration 256Q (162564.910000 sec): 80 clusters
  Score: Raw -289240364.389732 + Penalty 282963.326109 = -288957401.063623
  nChanged 410
Iteration 257Q (162812.700000 sec): 80 clusters
  Score: Raw -289240387.504683 + Penalty 282963.326109 = -288957424.178574
  nChanged 386
Iteration 258Q (163062.490000 sec): 80 clusters
  Score: Raw -289240407.996015 + Penalty 282963.326109 = -288957444.669906
  nChanged 374
Writing temp clu file 
Because OldScore, -288957424.178574, is greater than current (better) Score,-288957444.669906 
 Compute initial score before splitting:   Score: Raw -289240407.996015 + Penalty 282963.326109 = -288957444.669906
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (15102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163064.310000 sec): 2 clusters
  Score: Raw -2262557.422971 + Penalty 2386.400451 = -2260171.022519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163064.550000 sec): 3 clusters
  Score: Raw -2254103.320162 + Penalty 4772.800902 = -2249330.519259
  nChanged 6546
		SP:Iteration 1F (163064.890000 sec): 3 clusters
  Score: Raw -2257741.711723 + Penalty 4772.800902 = -2252968.910820
  nChanged 965
		SP:Iteration 2F (163065.190000 sec): 3 clusters
  Score: Raw -2258197.789396 + Penalty 4772.800902 = -2253424.988494
  nChanged 824
		SP:Iteration 3F (163065.550000 sec): 3 clusters
  Score: Raw -2258591.346031 + Penalty 4772.800902 = -2253818.545129
  nChanged 724
		SP:Iteration 4Q (163065.810000 sec): 3 clusters
  Score: Raw -2258940.659717 + Penalty 4772.800902 = -2254167.858815
  nChanged 681
		SP:Iteration 5Q (163066.160000 sec): 3 clusters
  Score: Raw -2259296.140702 + Penalty 4772.800902 = -2254523.339800
  nChanged 683
		SP:Iteration 6Q (163066.490000 sec): 3 clusters
  Score: Raw -2259640.711116 + Penalty 4772.800902 = -2254867.910214
  nChanged 598
		SP:Iteration 7Q (163066.830000 sec): 3 clusters
  Score: Raw -2259953.576941 + Penalty 4772.800902 = -2255180.776039
  nChanged 562
		SP:Iteration 8Q (163067.140000 sec): 3 clusters
  Score: Raw -2260265.242578 + Penalty 4772.800902 = -2255492.441676
  nChanged 579
		SP:Iteration 9Q (163067.400000 sec): 3 clusters
  Score: Raw -2260585.491375 + Penalty 4772.800902 = -2255812.690473
  nChanged 558
		SP:Iteration 10Q (163067.700000 sec): 3 clusters
  Score: Raw -2260950.982452 + Penalty 4772.800902 = -2256178.181550
  nChanged 538
		SP:Iteration 11Q (163067.980000 sec): 3 clusters
  Score: Raw -2261349.033345 + Penalty 4772.800902 = -2256576.232443
  nChanged 513
		SP:Iteration 12Q (163068.300000 sec): 3 clusters
  Score: Raw -2261732.061999 + Penalty 4772.800902 = -2256959.261097
  nChanged 426
		SP:Iteration 13Q (163068.610000 sec): 3 clusters
  Score: Raw -2262038.362848 + Penalty 4772.800902 = -2257265.561946
  nChanged 353
		SP:Iteration 14Q (163068.930000 sec): 3 clusters
  Score: Raw -2262282.126752 + Penalty 4772.800902 = -2257509.325849
  nChanged 282
		SP:Iteration 15Q (163069.180000 sec): 3 clusters
  Score: Raw -2262473.368380 + Penalty 4772.800902 = -2257700.567478
  nChanged 245
		SP:Iteration 16Q (163069.470000 sec): 3 clusters
  Score: Raw -2262641.647560 + Penalty 4772.800902 = -2257868.846657
  nChanged 201
		SP:Iteration 17Q (163069.690000 sec): 3 clusters
  Score: Raw -2262759.651494 + Penalty 4772.800902 = -2257986.850591
  nChanged 141
		SP:Iteration 18Q (163069.990000 sec): 3 clusters
  Score: Raw -2262846.189708 + Penalty 4772.800902 = -2258073.388805
  nChanged 116
		SP:Iteration 19Q (163070.210000 sec): 3 clusters
  Score: Raw -2262908.851358 + Penalty 4772.800902 = -2258136.050456
  nChanged 101
		SP:Iteration 20F (163070.440000 sec): 3 clusters
  Score: Raw -2262962.885768 + Penalty 4772.800902 = -2258190.084865
  nChanged 91
		SP:Iteration 21Q (163070.700000 sec): 3 clusters
  Score: Raw -2263017.601715 + Penalty 4772.800902 = -2258244.800813
  nChanged 76
		SP:Iteration 22Q (163070.930000 sec): 3 clusters
  Score: Raw -2263061.139021 + Penalty 4772.800902 = -2258288.338118
  nChanged 66
		SP:Iteration 23Q (163071.140000 sec): 3 clusters
  Score: Raw -2263095.945420 + Penalty 4772.800902 = -2258323.144518
  nChanged 64
		SP:Iteration 24Q (163071.370000 sec): 3 clusters
  Score: Raw -2263124.360390 + Penalty 4772.800902 = -2258351.559488
  nChanged 42
		SP:Iteration 25Q (163071.620000 sec): 3 clusters
  Score: Raw -2263146.595360 + Penalty 4772.800902 = -2258373.794457
  nChanged 37
		SP:Iteration 26Q (163071.850000 sec): 3 clusters
  Score: Raw -2263164.000342 + Penalty 4772.800902 = -2258391.199440
  nChanged 27
		SP:Iteration 27Q (163072.120000 sec): 3 clusters
  Score: Raw -2263179.347635 + Penalty 4772.800902 = -2258406.546733
  nChanged 26
		SP:Iteration 28Q (163072.280000 sec): 3 clusters
  Score: Raw -2263193.618663 + Penalty 4772.800902 = -2258420.817760
  nChanged 28
		SP:Iteration 29Q (163072.500000 sec): 3 clusters
  Score: Raw -2263208.697451 + Penalty 4772.800902 = -2258435.896548
  nChanged 17
		SP:Iteration 30Q (163072.680000 sec): 3 clusters
  Score: Raw -2263216.993898 + Penalty 4772.800902 = -2258444.192996
  nChanged 19
		SP:Iteration 31Q (163072.900000 sec): 3 clusters
  Score: Raw -2263225.003541 + Penalty 4772.800902 = -2258452.202638
  nChanged 17
		SP:Iteration 32Q (163073.110000 sec): 3 clusters
  Score: Raw -2263233.303341 + Penalty 4772.800902 = -2258460.502438
  nChanged 15
		SP:Iteration 33Q (163073.290000 sec): 3 clusters
  Score: Raw -2263241.225835 + Penalty 4772.800902 = -2258468.424933
  nChanged 18
		SP:Iteration 34Q (163073.520000 sec): 3 clusters
  Score: Raw -2263248.755743 + Penalty 4772.800902 = -2258475.954841
  nChanged 13
		SP:Iteration 35Q (163073.800000 sec): 3 clusters
  Score: Raw -2263256.661340 + Penalty 4772.800902 = -2258483.860438
  nChanged 15
		SP:Iteration 36Q (163074.060000 sec): 3 clusters
  Score: Raw -2263263.815103 + Penalty 4772.800902 = -2258491.014201
  nChanged 15
		SP:Iteration 37Q (163074.320000 sec): 3 clusters
  Score: Raw -2263271.545971 + Penalty 4772.800902 = -2258498.745068
  nChanged 11
		SP:Iteration 38Q (163074.570000 sec): 3 clusters
  Score: Raw -2263276.573570 + Penalty 4772.800902 = -2258503.772667
  nChanged 13
		SP:Iteration 39Q (163074.860000 sec): 3 clusters
  Score: Raw -2263283.914731 + Penalty 4772.800902 = -2258511.113829
  nChanged 14
		SP:Iteration 40F (163075.160000 sec): 3 clusters
  Score: Raw -2263290.299414 + Penalty 4772.800902 = -2258517.498511
  nChanged 10
		SP:Iteration 41Q (163075.460000 sec): 3 clusters
  Score: Raw -2263293.972681 + Penalty 4772.800902 = -2258521.171779
  nChanged 4
		SP:Iteration 42Q (163075.710000 sec): 3 clusters
  Score: Raw -2263295.384178 + Penalty 4772.800902 = -2258522.583276
  nChanged 2
		SP:Iteration 43Q (163076.020000 sec): 3 clusters
  Score: Raw -2263296.122676 + Penalty 4772.800902 = -2258523.321773
  nChanged 2
		SP:Iteration 44Q (163076.260000 sec): 3 clusters
  Score: Raw -2263297.134224 + Penalty 4772.800902 = -2258524.333321
  nChanged 1
		SP:Iteration 45Q (163076.540000 sec): 3 clusters
  Score: Raw -2263297.565628 + Penalty 4772.800902 = -2258524.764726
  nChanged 1
		SP:Iteration 46Q (163076.820000 sec): 3 clusters
  Score: Raw -2263298.791565 + Penalty 4772.800902 = -2258525.990662
  nChanged 0
		SP:Iteration 47F (163077.050000 sec): 3 clusters
  Score: Raw -2263298.791565 + Penalty 4772.800902 = -2258525.990662
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (13612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163077.300000 sec): 2 clusters
  Score: Raw -2189505.885171 + Penalty 2360.639345 = -2187145.245826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163077.580000 sec): 3 clusters
  Score: Raw -2181866.008102 + Penalty 4721.278690 = -2177144.729412
  nChanged 5807
		SP:Iteration 1F (163077.850000 sec): 3 clusters
  Score: Raw -2184921.415889 + Penalty 4721.278690 = -2180200.137199
  nChanged 830
		SP:Iteration 2F (163078.110000 sec): 3 clusters
  Score: Raw -2185258.375998 + Penalty 4721.278690 = -2180537.097309
  nChanged 646
		SP:Iteration 3Q (163078.390000 sec): 3 clusters
  Score: Raw -2185522.715743 + Penalty 4721.278690 = -2180801.437054
  nChanged 606
		SP:Iteration 4Q (163078.690000 sec): 3 clusters
  Score: Raw -2185790.993985 + Penalty 4721.278690 = -2181069.715295
  nChanged 571
		SP:Iteration 5Q (163078.900000 sec): 3 clusters
  Score: Raw -2186061.879034 + Penalty 4721.278690 = -2181340.600344
  nChanged 582
		SP:Iteration 6Q (163079.140000 sec): 3 clusters
  Score: Raw -2186358.977339 + Penalty 4721.278690 = -2181637.698649
  nChanged 616
		SP:Iteration 7Q (163079.430000 sec): 3 clusters
  Score: Raw -2186723.500962 + Penalty 4721.278690 = -2182002.222272
  nChanged 677
		SP:Iteration 8Q (163079.810000 sec): 3 clusters
  Score: Raw -2187157.720889 + Penalty 4721.278690 = -2182436.442199
  nChanged 643
		SP:Iteration 9Q (163080.120000 sec): 3 clusters
  Score: Raw -2187607.579168 + Penalty 4721.278690 = -2182886.300479
  nChanged 641
		SP:Iteration 10Q (163080.360000 sec): 3 clusters
  Score: Raw -2188115.077951 + Penalty 4721.278690 = -2183393.799261
  nChanged 527
		SP:Iteration 11Q (163080.620000 sec): 3 clusters
  Score: Raw -2188541.007660 + Penalty 4721.278690 = -2183819.728970
  nChanged 425
		SP:Iteration 12Q (163080.870000 sec): 3 clusters
  Score: Raw -2188927.705420 + Penalty 4721.278690 = -2184206.426731
  nChanged 303
		SP:Iteration 13Q (163081.160000 sec): 3 clusters
  Score: Raw -2189208.528148 + Penalty 4721.278690 = -2184487.249458
  nChanged 202
		SP:Iteration 14Q (163081.410000 sec): 3 clusters
  Score: Raw -2189395.505235 + Penalty 4721.278690 = -2184674.226545
  nChanged 139
		SP:Iteration 15Q (163081.640000 sec): 3 clusters
  Score: Raw -2189521.337486 + Penalty 4721.278690 = -2184800.058796
  nChanged 96
		SP:Iteration 16Q (163081.900000 sec): 3 clusters
  Score: Raw -2189623.261316 + Penalty 4721.278690 = -2184901.982626
  nChanged 82
		SP:Iteration 17Q (163082.190000 sec): 3 clusters
  Score: Raw -2189701.137673 + Penalty 4721.278690 = -2184979.858984
  nChanged 53
		SP:Iteration 18Q (163082.430000 sec): 3 clusters
  Score: Raw -2189754.227664 + Penalty 4721.278690 = -2185032.948975
  nChanged 37
		SP:Iteration 19Q (163082.640000 sec): 3 clusters
  Score: Raw -2189785.613647 + Penalty 4721.278690 = -2185064.334957
  nChanged 35
		SP:Iteration 20F (163082.920000 sec): 3 clusters
  Score: Raw -2189819.467703 + Penalty 4721.278690 = -2185098.189013
  nChanged 26
		SP:Iteration 21Q (163083.140000 sec): 3 clusters
  Score: Raw -2189845.297278 + Penalty 4721.278690 = -2185124.018589
  nChanged 16
		SP:Iteration 22Q (163083.380000 sec): 3 clusters
  Score: Raw -2189859.250861 + Penalty 4721.278690 = -2185137.972172
  nChanged 11
		SP:Iteration 23Q (163083.680000 sec): 3 clusters
  Score: Raw -2189869.130495 + Penalty 4721.278690 = -2185147.851805
  nChanged 10
		SP:Iteration 24Q (163083.930000 sec): 3 clusters
  Score: Raw -2189877.101559 + Penalty 4721.278690 = -2185155.822869
  nChanged 5
		SP:Iteration 25Q (163084.190000 sec): 3 clusters
  Score: Raw -2189880.466639 + Penalty 4721.278690 = -2185159.187949
  nChanged 3
		SP:Iteration 26Q (163084.420000 sec): 3 clusters
  Score: Raw -2189882.655726 + Penalty 4721.278690 = -2185161.377036
  nChanged 1
		SP:Iteration 27Q (163084.570000 sec): 3 clusters
  Score: Raw -2189883.289371 + Penalty 4721.278690 = -2185162.010681
  nChanged 3
		SP:Iteration 28Q (163084.890000 sec): 3 clusters
  Score: Raw -2189885.413866 + Penalty 4721.278690 = -2185164.135176
  nChanged 3
		SP:Iteration 29Q (163085.160000 sec): 3 clusters
  Score: Raw -2189889.159420 + Penalty 4721.278690 = -2185167.880731
  nChanged 7
		SP:Iteration 30Q (163085.440000 sec): 3 clusters
  Score: Raw -2189896.525829 + Penalty 4721.278690 = -2185175.247140
  nChanged 6
		SP:Iteration 31Q (163085.710000 sec): 3 clusters
  Score: Raw -2189901.456376 + Penalty 4721.278690 = -2185180.177686
  nChanged 4
		SP:Iteration 32Q (163085.950000 sec): 3 clusters
  Score: Raw -2189903.786327 + Penalty 4721.278690 = -2185182.507637
  nChanged 1
		SP:Iteration 33Q (163086.200000 sec): 3 clusters
  Score: Raw -2189904.565641 + Penalty 4721.278690 = -2185183.286952
  nChanged 2
		SP:Iteration 34Q (163086.500000 sec): 3 clusters
  Score: Raw -2189905.698653 + Penalty 4721.278690 = -2185184.419964
  nChanged 1
		SP:Iteration 35Q (163086.780000 sec): 3 clusters
  Score: Raw -2189906.458167 + Penalty 4721.278690 = -2185185.179478
  nChanged 1
		SP:Iteration 36Q (163087.060000 sec): 3 clusters
  Score: Raw -2189907.027416 + Penalty 4721.278690 = -2185185.748727
  nChanged 0
		SP:Iteration 37F (163087.300000 sec): 3 clusters
  Score: Raw -2189907.027416 + Penalty 4721.278690 = -2185185.748727
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163087.430000 sec): 2 clusters
  Score: Raw -111565.480654 + Penalty 1647.013178 = -109918.467476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163087.540000 sec): 3 clusters
  Score: Raw -111542.658540 + Penalty 3294.026356 = -108248.632184
  nChanged 208
		SP:Iteration 1F (163087.630000 sec): 3 clusters
  Score: Raw -111867.452903 + Penalty 3294.026356 = -108573.426547
  nChanged 54
		SP:Iteration 2F (163087.840000 sec): 3 clusters
  Score: Raw -111992.142434 + Penalty 3294.026356 = -108698.116077
  nChanged 38
		SP:Iteration 3Q (163087.980000 sec): 3 clusters
  Score: Raw -112074.886983 + Penalty 3294.026356 = -108780.860627
  nChanged 19
		SP:Iteration 4Q (163088.130000 sec): 3 clusters
  Score: Raw -112104.168518 + Penalty 3294.026356 = -108810.142161
  nChanged 12
		SP:Iteration 5Q (163088.260000 sec): 3 clusters
  Score: Raw -112125.314290 + Penalty 3294.026356 = -108831.287934
  nChanged 6
		SP:Iteration 6Q (163088.400000 sec): 3 clusters
  Score: Raw -112136.880876 + Penalty 3294.026356 = -108842.854520
  nChanged 7
		SP:Iteration 7Q (163088.540000 sec): 3 clusters
  Score: Raw -112152.092134 + Penalty 3294.026356 = -108858.065778
  nChanged 11
		SP:Iteration 8Q (163088.680000 sec): 3 clusters
  Score: Raw -112164.471675 + Penalty 3294.026356 = -108870.445319
  nChanged 10
		SP:Iteration 9Q (163088.830000 sec): 3 clusters
  Score: Raw -112175.258617 + Penalty 3294.026356 = -108881.232260
  nChanged 5
		SP:Iteration 10Q (163088.970000 sec): 3 clusters
  Score: Raw -112181.843201 + Penalty 3294.026356 = -108887.816845
  nChanged 5
		SP:Iteration 11Q (163089.060000 sec): 3 clusters
  Score: Raw -112186.150112 + Penalty 3294.026356 = -108892.123755
  nChanged 2
		SP:Iteration 12Q (163089.200000 sec): 3 clusters
  Score: Raw -112187.168949 + Penalty 3294.026356 = -108893.142593
  nChanged 2
		SP:Iteration 13Q (163089.300000 sec): 3 clusters
  Score: Raw -112189.857137 + Penalty 3294.026356 = -108895.830780
  nChanged 0
		SP:Iteration 14F (163089.440000 sec): 3 clusters
  Score: Raw -112189.857137 + Penalty 3294.026356 = -108895.830780
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (19276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163089.700000 sec): 2 clusters
  Score: Raw -2824810.448628 + Penalty 2446.920787 = -2822363.527840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163090.080000 sec): 3 clusters
  Score: Raw -2813752.819963 + Penalty 4893.841575 = -2808858.978389
  nChanged 8443
		SP:Iteration 1F (163090.490000 sec): 3 clusters
  Score: Raw -2818525.971149 + Penalty 4893.841575 = -2813632.129574
  nChanged 1145
		SP:Iteration 2F (163090.800000 sec): 3 clusters
  Score: Raw -2819037.327472 + Penalty 4893.841575 = -2814143.485898
  nChanged 987
		SP:Iteration 3F (163091.150000 sec): 3 clusters
  Score: Raw -2819459.156878 + Penalty 4893.841575 = -2814565.315304
  nChanged 895
		SP:Iteration 4Q (163091.500000 sec): 3 clusters
  Score: Raw -2819842.908987 + Penalty 4893.841575 = -2814949.067412
  nChanged 819
		SP:Iteration 5Q (163091.900000 sec): 3 clusters
  Score: Raw -2820191.418579 + Penalty 4893.841575 = -2815297.577005
  nChanged 800
		SP:Iteration 6Q (163092.230000 sec): 3 clusters
  Score: Raw -2820543.881127 + Penalty 4893.841575 = -2815650.039553
  nChanged 747
		SP:Iteration 7Q (163092.610000 sec): 3 clusters
  Score: Raw -2820884.543758 + Penalty 4893.841575 = -2815990.702183
  nChanged 764
		SP:Iteration 8Q (163092.990000 sec): 3 clusters
  Score: Raw -2821285.380161 + Penalty 4893.841575 = -2816391.538587
  nChanged 834
		SP:Iteration 9Q (163093.370000 sec): 3 clusters
  Score: Raw -2821778.620544 + Penalty 4893.841575 = -2816884.778970
  nChanged 873
		SP:Iteration 10Q (163093.710000 sec): 3 clusters
  Score: Raw -2822326.396844 + Penalty 4893.841575 = -2817432.555269
  nChanged 878
		SP:Iteration 11Q (163094.100000 sec): 3 clusters
  Score: Raw -2822903.906948 + Penalty 4893.841575 = -2818010.065374
  nChanged 768
		SP:Iteration 12Q (163094.490000 sec): 3 clusters
  Score: Raw -2823414.030909 + Penalty 4893.841575 = -2818520.189334
  nChanged 669
		SP:Iteration 13Q (163094.850000 sec): 3 clusters
  Score: Raw -2823850.359897 + Penalty 4893.841575 = -2818956.518322
  nChanged 594
		SP:Iteration 14Q (163095.210000 sec): 3 clusters
  Score: Raw -2824293.253595 + Penalty 4893.841575 = -2819399.412020
  nChanged 523
		SP:Iteration 15Q (163095.560000 sec): 3 clusters
  Score: Raw -2824685.657250 + Penalty 4893.841575 = -2819791.815675
  nChanged 359
		SP:Iteration 16Q (163095.900000 sec): 3 clusters
  Score: Raw -2824954.697570 + Penalty 4893.841575 = -2820060.855996
  nChanged 277
		SP:Iteration 17Q (163096.160000 sec): 3 clusters
  Score: Raw -2825145.864852 + Penalty 4893.841575 = -2820252.023277
  nChanged 166
		SP:Iteration 18Q (163096.460000 sec): 3 clusters
  Score: Raw -2825255.879131 + Penalty 4893.841575 = -2820362.037556
  nChanged 128
		SP:Iteration 19Q (163096.780000 sec): 3 clusters
  Score: Raw -2825334.863313 + Penalty 4893.841575 = -2820441.021739
  nChanged 103
		SP:Iteration 20F (163097.160000 sec): 3 clusters
  Score: Raw -2825391.856231 + Penalty 4893.841575 = -2820498.014656
  nChanged 61
		SP:Iteration 21Q (163097.480000 sec): 3 clusters
  Score: Raw -2825427.839033 + Penalty 4893.841575 = -2820533.997458
  nChanged 45
		SP:Iteration 22Q (163097.850000 sec): 3 clusters
  Score: Raw -2825454.878966 + Penalty 4893.841575 = -2820561.037391
  nChanged 42
		SP:Iteration 23Q (163098.190000 sec): 3 clusters
  Score: Raw -2825475.858771 + Penalty 4893.841575 = -2820582.017196
  nChanged 31
		SP:Iteration 24Q (163098.560000 sec): 3 clusters
  Score: Raw -2825495.554106 + Penalty 4893.841575 = -2820601.712532
  nChanged 31
		SP:Iteration 25Q (163098.910000 sec): 3 clusters
  Score: Raw -2825515.166214 + Penalty 4893.841575 = -2820621.324639
  nChanged 24
		SP:Iteration 26Q (163099.250000 sec): 3 clusters
  Score: Raw -2825529.201889 + Penalty 4893.841575 = -2820635.360314
  nChanged 29
		SP:Iteration 27Q (163099.580000 sec): 3 clusters
  Score: Raw -2825542.706634 + Penalty 4893.841575 = -2820648.865059
  nChanged 19
		SP:Iteration 28Q (163099.910000 sec): 3 clusters
  Score: Raw -2825553.291072 + Penalty 4893.841575 = -2820659.449497
  nChanged 14
		SP:Iteration 29Q (163100.280000 sec): 3 clusters
  Score: Raw -2825560.126218 + Penalty 4893.841575 = -2820666.284643
  nChanged 6
		SP:Iteration 30Q (163100.610000 sec): 3 clusters
  Score: Raw -2825562.270728 + Penalty 4893.841575 = -2820668.429154
  nChanged 4
		SP:Iteration 31Q (163100.910000 sec): 3 clusters
  Score: Raw -2825563.455333 + Penalty 4893.841575 = -2820669.613758
  nChanged 5
		SP:Iteration 32Q (163101.280000 sec): 3 clusters
  Score: Raw -2825565.608963 + Penalty 4893.841575 = -2820671.767389
  nChanged 5
		SP:Iteration 33Q (163101.610000 sec): 3 clusters
  Score: Raw -2825567.316052 + Penalty 4893.841575 = -2820673.474478
  nChanged 3
		SP:Iteration 34Q (163101.860000 sec): 3 clusters
  Score: Raw -2825568.862047 + Penalty 4893.841575 = -2820675.020472
  nChanged 3
		SP:Iteration 35Q (163102.120000 sec): 3 clusters
  Score: Raw -2825569.727848 + Penalty 4893.841575 = -2820675.886273
  nChanged 2
		SP:Iteration 36Q (163102.460000 sec): 3 clusters
  Score: Raw -2825570.408376 + Penalty 4893.841575 = -2820676.566802
  nChanged 1
		SP:Iteration 37Q (163102.710000 sec): 3 clusters
  Score: Raw -2825570.727643 + Penalty 4893.841575 = -2820676.886068
  nChanged 0
		SP:Iteration 38F (163103.030000 sec): 3 clusters
  Score: Raw -2825570.727643 + Penalty 4893.841575 = -2820676.886068
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (272152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163104.760000 sec): 2 clusters
  Score: Raw -43521430.738066 + Penalty 3103.500771 = -43518327.237295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163106.530000 sec): 3 clusters
  Score: Raw -43341837.150436 + Penalty 6207.001542 = -43335630.148893
  nChanged 131457
		SP:Iteration 1F (163108.480000 sec): 3 clusters
  Score: Raw -43420586.797755 + Penalty 6207.001542 = -43414379.796213
  nChanged 7967
		SP:Iteration 2Q (163110.830000 sec): 3 clusters
  Score: Raw -43422452.522688 + Penalty 6207.001542 = -43416245.521146
  nChanged 8702
		SP:Iteration 3Q (163113.050000 sec): 3 clusters
  Score: Raw -43424877.202324 + Penalty 6207.001542 = -43418670.200781
  nChanged 9950
		SP:Iteration 4Q (163115.240000 sec): 3 clusters
  Score: Raw -43428231.774027 + Penalty 6207.001542 = -43422024.772485
  nChanged 11338
		SP:Iteration 5Q (163117.450000 sec): 3 clusters
  Score: Raw -43432833.775279 + Penalty 6207.001542 = -43426626.773737
  nChanged 12754
		SP:Iteration 6Q (163119.790000 sec): 3 clusters
  Score: Raw -43439039.468391 + Penalty 6207.001542 = -43432832.466848
  nChanged 14300
		SP:Iteration 7F (163122.080000 sec): 3 clusters
  Score: Raw -43446985.887725 + Penalty 6207.001542 = -43440778.886183
  nChanged 15021
		SP:Iteration 8F (163124.240000 sec): 3 clusters
  Score: Raw -43455847.605944 + Penalty 6207.001542 = -43449640.604401
  nChanged 14712
		SP:Iteration 9F (163126.270000 sec): 3 clusters
  Score: Raw -43464237.596982 + Penalty 6207.001542 = -43458030.595440
  nChanged 12974
		SP:Iteration 10Q (163128.610000 sec): 3 clusters
  Score: Raw -43470755.897985 + Penalty 6207.001542 = -43464548.896443
  nChanged 10402
		SP:Iteration 11Q (163130.850000 sec): 3 clusters
  Score: Raw -43474885.315833 + Penalty 6207.001542 = -43468678.314290
  nChanged 7829
		SP:Iteration 12Q (163132.940000 sec): 3 clusters
  Score: Raw -43477174.134802 + Penalty 6207.001542 = -43470967.133260
  nChanged 5604
		SP:Iteration 13Q (163134.870000 sec): 3 clusters
  Score: Raw -43478394.773512 + Penalty 6207.001542 = -43472187.771969
  nChanged 4183
		SP:Iteration 14Q (163136.980000 sec): 3 clusters
  Score: Raw -43479212.929206 + Penalty 6207.001542 = -43473005.927663
  nChanged 3660
		SP:Iteration 15Q (163139.140000 sec): 3 clusters
  Score: Raw -43479950.621704 + Penalty 6207.001542 = -43473743.620162
  nChanged 3747
		SP:Iteration 16Q (163141.260000 sec): 3 clusters
  Score: Raw -43480781.681092 + Penalty 6207.001542 = -43474574.679550
  nChanged 4061
		SP:Iteration 17Q (163143.560000 sec): 3 clusters
  Score: Raw -43481771.522791 + Penalty 6207.001542 = -43475564.521249
  nChanged 4357
		SP:Iteration 18Q (163145.890000 sec): 3 clusters
  Score: Raw -43482947.063780 + Penalty 6207.001542 = -43476740.062237
  nChanged 4711
		SP:Iteration 19Q (163148.280000 sec): 3 clusters
  Score: Raw -43484342.752411 + Penalty 6207.001542 = -43478135.750869
  nChanged 4996
		SP:Iteration 20F (163150.760000 sec): 3 clusters
  Score: Raw -43485952.408852 + Penalty 6207.001542 = -43479745.407309
  nChanged 5235
		SP:Iteration 21Q (163153.170000 sec): 3 clusters
  Score: Raw -43487808.946229 + Penalty 6207.001542 = -43481601.944687
  nChanged 5510
		SP:Iteration 22Q (163155.520000 sec): 3 clusters
  Score: Raw -43489952.536563 + Penalty 6207.001542 = -43483745.535021
  nChanged 5654
		SP:Iteration 23Q (163157.770000 sec): 3 clusters
  Score: Raw -43492426.905370 + Penalty 6207.001542 = -43486219.903827
  nChanged 5846
		SP:Iteration 24Q (163159.660000 sec): 3 clusters
  Score: Raw -43495254.089576 + Penalty 6207.001542 = -43489047.088033
  nChanged 5733
		SP:Iteration 25Q (163161.600000 sec): 3 clusters
  Score: Raw -43498300.339418 + Penalty 6207.001542 = -43492093.337876
  nChanged 5602
		SP:Iteration 26Q (163163.690000 sec): 3 clusters
  Score: Raw -43501616.003020 + Penalty 6207.001542 = -43495409.001478
  nChanged 5225
		SP:Iteration 27Q (163165.650000 sec): 3 clusters
  Score: Raw -43505015.590024 + Penalty 6207.001542 = -43498808.588482
  nChanged 4546
		SP:Iteration 28Q (163167.300000 sec): 3 clusters
  Score: Raw -43508059.318947 + Penalty 6207.001542 = -43501852.317405
  nChanged 3995
		SP:Iteration 29Q (163169.180000 sec): 3 clusters
  Score: Raw -43510821.836212 + Penalty 6207.001542 = -43504614.834670
  nChanged 3244
		SP:Iteration 30Q (163171.100000 sec): 3 clusters
  Score: Raw -43513038.829657 + Penalty 6207.001542 = -43506831.828114
  nChanged 2591
		SP:Iteration 31Q (163172.920000 sec): 3 clusters
  Score: Raw -43514754.536567 + Penalty 6207.001542 = -43508547.535024
  nChanged 2088
		SP:Iteration 32Q (163174.810000 sec): 3 clusters
  Score: Raw -43516058.234674 + Penalty 6207.001542 = -43509851.233132
  nChanged 1798
		SP:Iteration 33Q (163176.640000 sec): 3 clusters
  Score: Raw -43517131.411436 + Penalty 6207.001542 = -43510924.409893
  nChanged 1524
		SP:Iteration 34Q (163178.520000 sec): 3 clusters
  Score: Raw -43518013.551199 + Penalty 6207.001542 = -43511806.549657
  nChanged 1315
		SP:Iteration 35Q (163180.400000 sec): 3 clusters
  Score: Raw -43518790.406752 + Penalty 6207.001542 = -43512583.405210
  nChanged 1169
		SP:Iteration 36Q (163182.310000 sec): 3 clusters
  Score: Raw -43519438.313942 + Penalty 6207.001542 = -43513231.312399
  nChanged 962
		SP:Iteration 37Q (163184.180000 sec): 3 clusters
  Score: Raw -43519956.902230 + Penalty 6207.001542 = -43513749.900688
  nChanged 779
		SP:Iteration 38Q (163185.950000 sec): 3 clusters
  Score: Raw -43520361.740503 + Penalty 6207.001542 = -43514154.738961
  nChanged 604
		SP:Iteration 39Q (163187.890000 sec): 3 clusters
  Score: Raw -43520668.422643 + Penalty 6207.001542 = -43514461.421101
  nChanged 489
		SP:Iteration 40F (163189.850000 sec): 3 clusters
  Score: Raw -43520919.789351 + Penalty 6207.001542 = -43514712.787808
  nChanged 416
		SP:Iteration 41Q (163191.670000 sec): 3 clusters
  Score: Raw -43521150.082390 + Penalty 6207.001542 = -43514943.080848
  nChanged 307
		SP:Iteration 42Q (163193.490000 sec): 3 clusters
  Score: Raw -43521321.772191 + Penalty 6207.001542 = -43515114.770649
  nChanged 258
		SP:Iteration 43Q (163195.370000 sec): 3 clusters
  Score: Raw -43521454.929922 + Penalty 6207.001542 = -43515247.928380
  nChanged 221
		SP:Iteration 44Q (163197.190000 sec): 3 clusters
  Score: Raw -43521564.945098 + Penalty 6207.001542 = -43515357.943556
  nChanged 166
		SP:Iteration 45Q (163199.070000 sec): 3 clusters
  Score: Raw -43521645.468479 + Penalty 6207.001542 = -43515438.466937
  nChanged 123
		SP:Iteration 46Q (163200.840000 sec): 3 clusters
  Score: Raw -43521702.715040 + Penalty 6207.001542 = -43515495.713498
  nChanged 96
		SP:Iteration 47Q (163202.590000 sec): 3 clusters
  Score: Raw -43521750.509757 + Penalty 6207.001542 = -43515543.508215
  nChanged 89
		SP:Iteration 48Q (163204.550000 sec): 3 clusters
  Score: Raw -43521797.540003 + Penalty 6207.001542 = -43515590.538461
  nChanged 83
		SP:Iteration 49Q (163206.350000 sec): 3 clusters
  Score: Raw -43521835.279608 + Penalty 6207.001542 = -43515628.278066
  nChanged 52
		SP:Iteration 50Q (163208.190000 sec): 3 clusters
  Score: Raw -43521862.210150 + Penalty 6207.001542 = -43515655.208608
  nChanged 47
		SP:Iteration 51Q (163209.940000 sec): 3 clusters
  Score: Raw -43521885.229530 + Penalty 6207.001542 = -43515678.227987
  nChanged 33
		SP:Iteration 52Q (163211.800000 sec): 3 clusters
  Score: Raw -43521899.736237 + Penalty 6207.001542 = -43515692.734695
  nChanged 29
		SP:Iteration 53Q (163213.640000 sec): 3 clusters
  Score: Raw -43521911.243252 + Penalty 6207.001542 = -43515704.241710
  nChanged 19
		SP:Iteration 54Q (163215.510000 sec): 3 clusters
  Score: Raw -43521917.581781 + Penalty 6207.001542 = -43515710.580239
  nChanged 9
		SP:Iteration 55Q (163217.270000 sec): 3 clusters
  Score: Raw -43521919.625700 + Penalty 6207.001542 = -43515712.624157
  nChanged 4
		SP:Iteration 56Q (163219.070000 sec): 3 clusters
  Score: Raw -43521920.892929 + Penalty 6207.001542 = -43515713.891387
  nChanged 5
		SP:Iteration 57Q (163221.020000 sec): 3 clusters
  Score: Raw -43521922.850138 + Penalty 6207.001542 = -43515715.848596
  nChanged 7
		SP:Iteration 58Q (163222.790000 sec): 3 clusters
  Score: Raw -43521925.471010 + Penalty 6207.001542 = -43515718.469468
  nChanged 7
		SP:Iteration 59Q (163224.530000 sec): 3 clusters
  Score: Raw -43521927.895621 + Penalty 6207.001542 = -43515720.894079
  nChanged 2
		SP:Iteration 60F (163226.450000 sec): 3 clusters
  Score: Raw -43521928.503194 + Penalty 6207.001542 = -43515721.501652
  nChanged 2
		SP:Iteration 61Q (163228.150000 sec): 3 clusters
  Score: Raw -43521929.725650 + Penalty 6207.001542 = -43515722.724108
  nChanged 5
		SP:Iteration 62Q (163229.980000 sec): 3 clusters
  Score: Raw -43521932.584873 + Penalty 6207.001542 = -43515725.583331
  nChanged 5
		SP:Iteration 63Q (163231.850000 sec): 3 clusters
  Score: Raw -43521934.117977 + Penalty 6207.001542 = -43515727.116434
  nChanged 4
		SP:Iteration 64Q (163233.680000 sec): 3 clusters
  Score: Raw -43521936.034985 + Penalty 6207.001542 = -43515729.033442
  nChanged 5
		SP:Iteration 65Q (163235.580000 sec): 3 clusters
  Score: Raw -43521938.045360 + Penalty 6207.001542 = -43515731.043817
  nChanged 7
		SP:Iteration 66Q (163237.310000 sec): 3 clusters
  Score: Raw -43521942.148538 + Penalty 6207.001542 = -43515735.146996
  nChanged 8
		SP:Iteration 67Q (163239.210000 sec): 3 clusters
  Score: Raw -43521946.077017 + Penalty 6207.001542 = -43515739.075475
  nChanged 7
		SP:Iteration 68Q (163240.960000 sec): 3 clusters
  Score: Raw -43521950.455713 + Penalty 6207.001542 = -43515743.454170
  nChanged 8
		SP:Iteration 69Q (163242.770000 sec): 3 clusters
  Score: Raw -43521954.859721 + Penalty 6207.001542 = -43515747.858179
  nChanged 12
		SP:Iteration 70Q (163244.560000 sec): 3 clusters
  Score: Raw -43521961.326304 + Penalty 6207.001542 = -43515754.324762
  nChanged 10
		SP:Iteration 71Q (163246.300000 sec): 3 clusters
  Score: Raw -43521966.587126 + Penalty 6207.001542 = -43515759.585584
  nChanged 10
		SP:Iteration 72Q (163248.280000 sec): 3 clusters
  Score: Raw -43521970.070243 + Penalty 6207.001542 = -43515763.068700
  nChanged 8
		SP:Iteration 73Q (163250.390000 sec): 3 clusters
  Score: Raw -43521974.111460 + Penalty 6207.001542 = -43515767.109918
  nChanged 9
		SP:Iteration 74Q (163252.400000 sec): 3 clusters
  Score: Raw -43521978.561516 + Penalty 6207.001542 = -43515771.559973
  nChanged 12
		SP:Iteration 75Q (163254.480000 sec): 3 clusters
  Score: Raw -43521983.904327 + Penalty 6207.001542 = -43515776.902785
  nChanged 5
		SP:Iteration 76Q (163256.690000 sec): 3 clusters
  Score: Raw -43521985.991345 + Penalty 6207.001542 = -43515778.989803
  nChanged 2
		SP:Iteration 77Q (163258.890000 sec): 3 clusters
  Score: Raw -43521986.920935 + Penalty 6207.001542 = -43515779.919393
  nChanged 2
		SP:Iteration 78Q (163260.610000 sec): 3 clusters
  Score: Raw -43521987.681348 + Penalty 6207.001542 = -43515780.679806
  nChanged 2
		SP:Iteration 79Q (163262.490000 sec): 3 clusters
  Score: Raw -43521988.452844 + Penalty 6207.001542 = -43515781.451302
  nChanged 1
		SP:Iteration 80F (163264.520000 sec): 3 clusters
  Score: Raw -43521988.984201 + Penalty 6207.001542 = -43515781.982659
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (7917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163264.800000 sec): 2 clusters
  Score: Raw -1260772.406093 + Penalty 2226.238371 = -1258546.167722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163265.000000 sec): 3 clusters
  Score: Raw -1256611.955102 + Penalty 4452.476742 = -1252159.478360
  nChanged 3230
		SP:Iteration 1F (163265.230000 sec): 3 clusters
  Score: Raw -1258312.391180 + Penalty 4452.476742 = -1253859.914438
  nChanged 513
		SP:Iteration 2F (163265.450000 sec): 3 clusters
  Score: Raw -1258569.367206 + Penalty 4452.476742 = -1254116.890464
  nChanged 407
		SP:Iteration 3F (163265.630000 sec): 3 clusters
  Score: Raw -1258750.569710 + Penalty 4452.476742 = -1254298.092968
  nChanged 312
		SP:Iteration 4Q (163265.860000 sec): 3 clusters
  Score: Raw -1258885.773823 + Penalty 4452.476742 = -1254433.297081
  nChanged 256
		SP:Iteration 5Q (163266.140000 sec): 3 clusters
  Score: Raw -1258996.565649 + Penalty 4452.476742 = -1254544.088907
  nChanged 235
		SP:Iteration 6Q (163266.360000 sec): 3 clusters
  Score: Raw -1259100.628510 + Penalty 4452.476742 = -1254648.151768
  nChanged 193
		SP:Iteration 7Q (163266.640000 sec): 3 clusters
  Score: Raw -1259176.764514 + Penalty 4452.476742 = -1254724.287772
  nChanged 167
		SP:Iteration 8Q (163266.890000 sec): 3 clusters
  Score: Raw -1259244.178950 + Penalty 4452.476742 = -1254791.702208
  nChanged 146
		SP:Iteration 9Q (163267.110000 sec): 3 clusters
  Score: Raw -1259296.073266 + Penalty 4452.476742 = -1254843.596524
  nChanged 145
		SP:Iteration 10Q (163267.380000 sec): 3 clusters
  Score: Raw -1259337.485750 + Penalty 4452.476742 = -1254885.009008
  nChanged 115
		SP:Iteration 11Q (163267.620000 sec): 3 clusters
  Score: Raw -1259379.999505 + Penalty 4452.476742 = -1254927.522763
  nChanged 117
		SP:Iteration 12Q (163267.840000 sec): 3 clusters
  Score: Raw -1259422.776793 + Penalty 4452.476742 = -1254970.300051
  nChanged 142
		SP:Iteration 13Q (163268.090000 sec): 3 clusters
  Score: Raw -1259481.609483 + Penalty 4452.476742 = -1255029.132741
  nChanged 146
		SP:Iteration 14Q (163268.350000 sec): 3 clusters
  Score: Raw -1259542.032460 + Penalty 4452.476742 = -1255089.555718
  nChanged 147
		SP:Iteration 15Q (163268.530000 sec): 3 clusters
  Score: Raw -1259611.290738 + Penalty 4452.476742 = -1255158.813996
  nChanged 147
		SP:Iteration 16Q (163268.790000 sec): 3 clusters
  Score: Raw -1259679.985859 + Penalty 4452.476742 = -1255227.509117
  nChanged 188
		SP:Iteration 17Q (163269.040000 sec): 3 clusters
  Score: Raw -1259789.543540 + Penalty 4452.476742 = -1255337.066798
  nChanged 195
		SP:Iteration 18Q (163269.310000 sec): 3 clusters
  Score: Raw -1259900.945425 + Penalty 4452.476742 = -1255448.468683
  nChanged 193
		SP:Iteration 19Q (163269.490000 sec): 3 clusters
  Score: Raw -1260011.801539 + Penalty 4452.476742 = -1255559.324797
  nChanged 197
		SP:Iteration 20F (163269.680000 sec): 3 clusters
  Score: Raw -1260151.214691 + Penalty 4452.476742 = -1255698.737949
  nChanged 230
		SP:Iteration 21Q (163269.940000 sec): 3 clusters
  Score: Raw -1260323.568853 + Penalty 4452.476742 = -1255871.092111
  nChanged 233
		SP:Iteration 22Q (163270.140000 sec): 3 clusters
  Score: Raw -1260482.698645 + Penalty 4452.476742 = -1256030.221903
  nChanged 215
		SP:Iteration 23Q (163270.340000 sec): 3 clusters
  Score: Raw -1260641.150813 + Penalty 4452.476742 = -1256188.674071
  nChanged 225
		SP:Iteration 24Q (163270.560000 sec): 3 clusters
  Score: Raw -1260811.150122 + Penalty 4452.476742 = -1256358.673380
  nChanged 199
		SP:Iteration 25Q (163270.850000 sec): 3 clusters
  Score: Raw -1260946.306238 + Penalty 4452.476742 = -1256493.829496
  nChanged 157
		SP:Iteration 26Q (163271.130000 sec): 3 clusters
  Score: Raw -1261034.532038 + Penalty 4452.476742 = -1256582.055296
  nChanged 110
		SP:Iteration 27Q (163271.360000 sec): 3 clusters
  Score: Raw -1261089.997163 + Penalty 4452.476742 = -1256637.520420
  nChanged 93
		SP:Iteration 28Q (163271.560000 sec): 3 clusters
  Score: Raw -1261129.288545 + Penalty 4452.476742 = -1256676.811803
  nChanged 64
		SP:Iteration 29Q (163271.800000 sec): 3 clusters
  Score: Raw -1261159.944589 + Penalty 4452.476742 = -1256707.467847
  nChanged 65
		SP:Iteration 30Q (163271.960000 sec): 3 clusters
  Score: Raw -1261190.766929 + Penalty 4452.476742 = -1256738.290187
  nChanged 58
		SP:Iteration 31Q (163272.140000 sec): 3 clusters
  Score: Raw -1261218.543878 + Penalty 4452.476742 = -1256766.067136
  nChanged 63
		SP:Iteration 32Q (163272.340000 sec): 3 clusters
  Score: Raw -1261250.705963 + Penalty 4452.476742 = -1256798.229221
  nChanged 62
		SP:Iteration 33Q (163272.580000 sec): 3 clusters
  Score: Raw -1261279.600516 + Penalty 4452.476742 = -1256827.123774
  nChanged 48
		SP:Iteration 34Q (163272.790000 sec): 3 clusters
  Score: Raw -1261300.912781 + Penalty 4452.476742 = -1256848.436039
  nChanged 36
		SP:Iteration 35Q (163272.990000 sec): 3 clusters
  Score: Raw -1261315.711949 + Penalty 4452.476742 = -1256863.235207
  nChanged 29
		SP:Iteration 36Q (163273.240000 sec): 3 clusters
  Score: Raw -1261328.844230 + Penalty 4452.476742 = -1256876.367488
  nChanged 29
		SP:Iteration 37Q (163273.440000 sec): 3 clusters
  Score: Raw -1261344.189146 + Penalty 4452.476742 = -1256891.712403
  nChanged 35
		SP:Iteration 38Q (163273.680000 sec): 3 clusters
  Score: Raw -1261359.446197 + Penalty 4452.476742 = -1256906.969455
  nChanged 27
		SP:Iteration 39Q (163273.890000 sec): 3 clusters
  Score: Raw -1261370.237732 + Penalty 4452.476742 = -1256917.760990
  nChanged 18
		SP:Iteration 40F (163274.110000 sec): 3 clusters
  Score: Raw -1261378.396077 + Penalty 4452.476742 = -1256925.919335
  nChanged 23
		SP:Iteration 41Q (163274.330000 sec): 3 clusters
  Score: Raw -1261388.203140 + Penalty 4452.476742 = -1256935.726398
  nChanged 21
		SP:Iteration 42Q (163274.560000 sec): 3 clusters
  Score: Raw -1261398.100300 + Penalty 4452.476742 = -1256945.623558
  nChanged 16
		SP:Iteration 43Q (163274.830000 sec): 3 clusters
  Score: Raw -1261404.637804 + Penalty 4452.476742 = -1256952.161062
  nChanged 13
		SP:Iteration 44Q (163275.030000 sec): 3 clusters
  Score: Raw -1261408.790597 + Penalty 4452.476742 = -1256956.313855
  nChanged 9
		SP:Iteration 45Q (163275.220000 sec): 3 clusters
  Score: Raw -1261412.345856 + Penalty 4452.476742 = -1256959.869114
  nChanged 13
		SP:Iteration 46Q (163275.480000 sec): 3 clusters
  Score: Raw -1261416.749334 + Penalty 4452.476742 = -1256964.272591
  nChanged 4
		SP:Iteration 47Q (163275.650000 sec): 3 clusters
  Score: Raw -1261418.035861 + Penalty 4452.476742 = -1256965.559119
  nChanged 2
		SP:Iteration 48Q (163275.850000 sec): 3 clusters
  Score: Raw -1261418.637812 + Penalty 4452.476742 = -1256966.161070
  nChanged 2
		SP:Iteration 49Q (163276.030000 sec): 3 clusters
  Score: Raw -1261419.302671 + Penalty 4452.476742 = -1256966.825929
  nChanged 0
		SP:Iteration 50F (163276.230000 sec): 3 clusters
  Score: Raw -1261419.302671 + Penalty 4452.476742 = -1256966.825929
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (90841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163276.960000 sec): 2 clusters
  Score: Raw -14652615.616584 + Penalty 2831.382769 = -14649784.233815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163277.810000 sec): 3 clusters
  Score: Raw -14594472.609805 + Penalty 5662.765538 = -14588809.844266
  nChanged 42777
		SP:Iteration 1F (163278.560000 sec): 3 clusters
  Score: Raw -14618859.649052 + Penalty 5662.765538 = -14613196.883514
  nChanged 3375
		SP:Iteration 2Q (163279.380000 sec): 3 clusters
  Score: Raw -14619801.339576 + Penalty 5662.765538 = -14614138.574038
  nChanged 3381
		SP:Iteration 3Q (163280.250000 sec): 3 clusters
  Score: Raw -14620892.371031 + Penalty 5662.765538 = -14615229.605493
  nChanged 3710
		SP:Iteration 4Q (163281.180000 sec): 3 clusters
  Score: Raw -14622334.177367 + Penalty 5662.765538 = -14616671.411829
  nChanged 4142
		SP:Iteration 5Q (163282.030000 sec): 3 clusters
  Score: Raw -14624405.213517 + Penalty 5662.765538 = -14618742.447979
  nChanged 4741
		SP:Iteration 6F (163282.880000 sec): 3 clusters
  Score: Raw -14627392.538326 + Penalty 5662.765538 = -14621729.772788
  nChanged 5385
		SP:Iteration 7F (163283.760000 sec): 3 clusters
  Score: Raw -14631436.022697 + Penalty 5662.765538 = -14625773.257159
  nChanged 5861
		SP:Iteration 8F (163284.630000 sec): 3 clusters
  Score: Raw -14636412.167035 + Penalty 5662.765538 = -14630749.401497
  nChanged 5590
		SP:Iteration 9F (163285.460000 sec): 3 clusters
  Score: Raw -14641168.778139 + Penalty 5662.765538 = -14635506.012601
  nChanged 4766
		SP:Iteration 10F (163286.290000 sec): 3 clusters
  Score: Raw -14644829.287397 + Penalty 5662.765538 = -14639166.521859
  nChanged 3802
		SP:Iteration 11Q (163287.110000 sec): 3 clusters
  Score: Raw -14647411.679007 + Penalty 5662.765538 = -14641748.913469
  nChanged 3040
		SP:Iteration 12Q (163287.880000 sec): 3 clusters
  Score: Raw -14649222.495204 + Penalty 5662.765538 = -14643559.729666
  nChanged 2398
		SP:Iteration 13Q (163288.720000 sec): 3 clusters
  Score: Raw -14650463.454770 + Penalty 5662.765538 = -14644800.689232
  nChanged 1869
		SP:Iteration 14Q (163289.560000 sec): 3 clusters
  Score: Raw -14651333.093479 + Penalty 5662.765538 = -14645670.327941
  nChanged 1480
		SP:Iteration 15Q (163290.370000 sec): 3 clusters
  Score: Raw -14651944.459241 + Penalty 5662.765538 = -14646281.693702
  nChanged 1156
		SP:Iteration 16Q (163291.170000 sec): 3 clusters
  Score: Raw -14652372.711805 + Penalty 5662.765538 = -14646709.946266
  nChanged 863
		SP:Iteration 17Q (163292.020000 sec): 3 clusters
  Score: Raw -14652667.227702 + Penalty 5662.765538 = -14647004.462164
  nChanged 695
		SP:Iteration 18Q (163292.900000 sec): 3 clusters
  Score: Raw -14652901.846571 + Penalty 5662.765538 = -14647239.081033
  nChanged 564
		SP:Iteration 19Q (163293.610000 sec): 3 clusters
  Score: Raw -14653076.404736 + Penalty 5662.765538 = -14647413.639198
  nChanged 404
		SP:Iteration 20F (163294.440000 sec): 3 clusters
  Score: Raw -14653188.583752 + Penalty 5662.765538 = -14647525.818213
  nChanged 339
		SP:Iteration 21Q (163295.160000 sec): 3 clusters
  Score: Raw -14653280.475399 + Penalty 5662.765538 = -14647617.709861
  nChanged 287
		SP:Iteration 22Q (163295.960000 sec): 3 clusters
  Score: Raw -14653353.142349 + Penalty 5662.765538 = -14647690.376811
  nChanged 228
		SP:Iteration 23Q (163296.700000 sec): 3 clusters
  Score: Raw -14653408.840384 + Penalty 5662.765538 = -14647746.074846
  nChanged 202
		SP:Iteration 24Q (163297.480000 sec): 3 clusters
  Score: Raw -14653461.654815 + Penalty 5662.765538 = -14647798.889277
  nChanged 186
		SP:Iteration 25Q (163298.230000 sec): 3 clusters
  Score: Raw -14653503.004466 + Penalty 5662.765538 = -14647840.238928
  nChanged 150
		SP:Iteration 26Q (163298.930000 sec): 3 clusters
  Score: Raw -14653537.172704 + Penalty 5662.765538 = -14647874.407166
  nChanged 128
		SP:Iteration 27Q (163299.670000 sec): 3 clusters
  Score: Raw -14653569.476092 + Penalty 5662.765538 = -14647906.710553
  nChanged 123
		SP:Iteration 28Q (163300.340000 sec): 3 clusters
  Score: Raw -14653598.595788 + Penalty 5662.765538 = -14647935.830250
  nChanged 100
		SP:Iteration 29Q (163301.030000 sec): 3 clusters
  Score: Raw -14653621.993387 + Penalty 5662.765538 = -14647959.227849
  nChanged 93
		SP:Iteration 30Q (163301.790000 sec): 3 clusters
  Score: Raw -14653643.299423 + Penalty 5662.765538 = -14647980.533885
  nChanged 76
		SP:Iteration 31Q (163302.580000 sec): 3 clusters
  Score: Raw -14653657.893599 + Penalty 5662.765538 = -14647995.128061
  nChanged 62
		SP:Iteration 32Q (163303.340000 sec): 3 clusters
  Score: Raw -14653671.389391 + Penalty 5662.765538 = -14648008.623853
  nChanged 64
		SP:Iteration 33Q (163304.110000 sec): 3 clusters
  Score: Raw -14653685.748371 + Penalty 5662.765538 = -14648022.982833
  nChanged 72
		SP:Iteration 34Q (163304.780000 sec): 3 clusters
  Score: Raw -14653702.191944 + Penalty 5662.765538 = -14648039.426406
  nChanged 66
		SP:Iteration 35Q (163305.480000 sec): 3 clusters
  Score: Raw -14653718.784985 + Penalty 5662.765538 = -14648056.019446
  nChanged 64
		SP:Iteration 36Q (163306.240000 sec): 3 clusters
  Score: Raw -14653739.351226 + Penalty 5662.765538 = -14648076.585688
  nChanged 77
		SP:Iteration 37Q (163306.960000 sec): 3 clusters
  Score: Raw -14653762.389350 + Penalty 5662.765538 = -14648099.623812
  nChanged 67
		SP:Iteration 38Q (163307.680000 sec): 3 clusters
  Score: Raw -14653782.886593 + Penalty 5662.765538 = -14648120.121055
  nChanged 70
		SP:Iteration 39Q (163308.420000 sec): 3 clusters
  Score: Raw -14653804.056526 + Penalty 5662.765538 = -14648141.290988
  nChanged 67
		SP:Iteration 40F (163309.250000 sec): 3 clusters
  Score: Raw -14653828.234647 + Penalty 5662.765538 = -14648165.469109
  nChanged 70
		SP:Iteration 41Q (163310.020000 sec): 3 clusters
  Score: Raw -14653849.254340 + Penalty 5662.765538 = -14648186.488802
  nChanged 56
		SP:Iteration 42Q (163310.800000 sec): 3 clusters
  Score: Raw -14653870.197794 + Penalty 5662.765538 = -14648207.432256
  nChanged 70
		SP:Iteration 43Q (163311.600000 sec): 3 clusters
  Score: Raw -14653895.446237 + Penalty 5662.765538 = -14648232.680699
  nChanged 67
		SP:Iteration 44Q (163312.380000 sec): 3 clusters
  Score: Raw -14653914.541931 + Penalty 5662.765538 = -14648251.776393
  nChanged 48
		SP:Iteration 45Q (163313.180000 sec): 3 clusters
  Score: Raw -14653930.114047 + Penalty 5662.765538 = -14648267.348509
  nChanged 53
		SP:Iteration 46Q (163313.880000 sec): 3 clusters
  Score: Raw -14653952.423060 + Penalty 5662.765538 = -14648289.657522
  nChanged 64
		SP:Iteration 47Q (163314.580000 sec): 3 clusters
  Score: Raw -14653978.309178 + Penalty 5662.765538 = -14648315.543640
  nChanged 75
		SP:Iteration 48Q (163315.360000 sec): 3 clusters
  Score: Raw -14654007.432084 + Penalty 5662.765538 = -14648344.666545
  nChanged 69
		SP:Iteration 49Q (163316.110000 sec): 3 clusters
  Score: Raw -14654053.659022 + Penalty 5662.765538 = -14648390.893484
  nChanged 89
		SP:Iteration 50Q (163316.820000 sec): 3 clusters
  Score: Raw -14654122.201268 + Penalty 5662.765538 = -14648459.435730
  nChanged 106
		SP:Iteration 51Q (163317.510000 sec): 3 clusters
  Score: Raw -14654198.532300 + Penalty 5662.765538 = -14648535.766762
  nChanged 118
		SP:Iteration 52Q (163318.300000 sec): 3 clusters
  Score: Raw -14654274.284776 + Penalty 5662.765538 = -14648611.519238
  nChanged 124
		SP:Iteration 53Q (163319.080000 sec): 3 clusters
  Score: Raw -14654343.574270 + Penalty 5662.765538 = -14648680.808732
  nChanged 118
		SP:Iteration 54Q (163319.780000 sec): 3 clusters
  Score: Raw -14654402.790122 + Penalty 5662.765538 = -14648740.024584
  nChanged 121
		SP:Iteration 55Q (163320.500000 sec): 3 clusters
  Score: Raw -14654456.592893 + Penalty 5662.765538 = -14648793.827354
  nChanged 120
		SP:Iteration 56Q (163321.320000 sec): 3 clusters
  Score: Raw -14654503.789311 + Penalty 5662.765538 = -14648841.023773
  nChanged 120
		SP:Iteration 57Q (163322.050000 sec): 3 clusters
  Score: Raw -14654551.638567 + Penalty 5662.765538 = -14648888.873029
  nChanged 117
		SP:Iteration 58Q (163322.850000 sec): 3 clusters
  Score: Raw -14654592.519912 + Penalty 5662.765538 = -14648929.754374
  nChanged 104
		SP:Iteration 59Q (163323.660000 sec): 3 clusters
  Score: Raw -14654623.298104 + Penalty 5662.765538 = -14648960.532565
  nChanged 83
		SP:Iteration 60F (163324.500000 sec): 3 clusters
  Score: Raw -14654646.114791 + Penalty 5662.765538 = -14648983.349253
  nChanged 68
		SP:Iteration 61Q (163325.300000 sec): 3 clusters
  Score: Raw -14654664.419144 + Penalty 5662.765538 = -14649001.653606
  nChanged 63
		SP:Iteration 62Q (163326.000000 sec): 3 clusters
  Score: Raw -14654679.641229 + Penalty 5662.765538 = -14649016.875690
  nChanged 61
		SP:Iteration 63Q (163326.740000 sec): 3 clusters
  Score: Raw -14654695.613636 + Penalty 5662.765538 = -14649032.848097
  nChanged 50
		SP:Iteration 64Q (163327.530000 sec): 3 clusters
  Score: Raw -14654708.905194 + Penalty 5662.765538 = -14649046.139656
  nChanged 59
		SP:Iteration 65Q (163328.290000 sec): 3 clusters
  Score: Raw -14654719.716644 + Penalty 5662.765538 = -14649056.951105
  nChanged 38
		SP:Iteration 66Q (163329.010000 sec): 3 clusters
  Score: Raw -14654726.457039 + Penalty 5662.765538 = -14649063.691501
  nChanged 26
		SP:Iteration 67Q (163329.730000 sec): 3 clusters
  Score: Raw -14654731.647604 + Penalty 5662.765538 = -14649068.882066
  nChanged 24
		SP:Iteration 68Q (163330.430000 sec): 3 clusters
  Score: Raw -14654736.250972 + Penalty 5662.765538 = -14649073.485434
  nChanged 23
		SP:Iteration 69Q (163331.080000 sec): 3 clusters
  Score: Raw -14654741.259520 + Penalty 5662.765538 = -14649078.493981
  nChanged 32
		SP:Iteration 70Q (163331.780000 sec): 3 clusters
  Score: Raw -14654746.855376 + Penalty 5662.765538 = -14649084.089837
  nChanged 20
		SP:Iteration 71Q (163332.520000 sec): 3 clusters
  Score: Raw -14654749.636849 + Penalty 5662.765538 = -14649086.871311
  nChanged 22
		SP:Iteration 72Q (163333.270000 sec): 3 clusters
  Score: Raw -14654754.236472 + Penalty 5662.765538 = -14649091.470933
  nChanged 30
		SP:Iteration 73Q (163334.010000 sec): 3 clusters
  Score: Raw -14654759.462397 + Penalty 5662.765538 = -14649096.696859
  nChanged 21
		SP:Iteration 74Q (163334.720000 sec): 3 clusters
  Score: Raw -14654763.040308 + Penalty 5662.765538 = -14649100.274770
  nChanged 14
		SP:Iteration 75Q (163335.460000 sec): 3 clusters
  Score: Raw -14654765.322593 + Penalty 5662.765538 = -14649102.557054
  nChanged 16
		SP:Iteration 76Q (163336.210000 sec): 3 clusters
  Score: Raw -14654768.188032 + Penalty 5662.765538 = -14649105.422494
  nChanged 16
		SP:Iteration 77Q (163336.880000 sec): 3 clusters
  Score: Raw -14654770.949490 + Penalty 5662.765538 = -14649108.183952
  nChanged 14
		SP:Iteration 78Q (163337.600000 sec): 3 clusters
  Score: Raw -14654773.269671 + Penalty 5662.765538 = -14649110.504133
  nChanged 13
		SP:Iteration 79Q (163338.330000 sec): 3 clusters
  Score: Raw -14654774.952413 + Penalty 5662.765538 = -14649112.186875
  nChanged 10
		SP:Iteration 80F (163339.220000 sec): 3 clusters
  Score: Raw -14654776.179877 + Penalty 5662.765538 = -14649113.414338
  nChanged 7
		SP:Iteration 81Q (163339.910000 sec): 3 clusters
  Score: Raw -14654777.213522 + Penalty 5662.765538 = -14649114.447984
  nChanged 10
		SP:Iteration 82Q (163340.760000 sec): 3 clusters
  Score: Raw -14654778.570025 + Penalty 5662.765538 = -14649115.804487
  nChanged 10
		SP:Iteration 83Q (163341.590000 sec): 3 clusters
  Score: Raw -14654780.043282 + Penalty 5662.765538 = -14649117.277744
  nChanged 9
		SP:Iteration 84Q (163342.410000 sec): 3 clusters
  Score: Raw -14654781.324010 + Penalty 5662.765538 = -14649118.558472
  nChanged 8
		SP:Iteration 85Q (163343.290000 sec): 3 clusters
  Score: Raw -14654782.472261 + Penalty 5662.765538 = -14649119.706723
  nChanged 2
		SP:Iteration 86Q (163344.050000 sec): 3 clusters
  Score: Raw -14654782.727487 + Penalty 5662.765538 = -14649119.961949
  nChanged 4
		SP:Iteration 87Q (163344.830000 sec): 3 clusters
  Score: Raw -14654783.157929 + Penalty 5662.765538 = -14649120.392391
  nChanged 0
		SP:Iteration 88F (163345.650000 sec): 3 clusters
  Score: Raw -14654783.157929 + Penalty 5662.765538 = -14649120.392391
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (5106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163345.790000 sec): 2 clusters
  Score: Raw -771389.469715 + Penalty 2117.466556 = -769272.003158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163346.060000 sec): 3 clusters
  Score: Raw -768966.014143 + Penalty 4234.933113 = -764731.081031
  nChanged 1974
		SP:Iteration 1F (163346.240000 sec): 3 clusters
  Score: Raw -770099.289203 + Penalty 4234.933113 = -765864.356090
  nChanged 395
		SP:Iteration 2F (163346.410000 sec): 3 clusters
  Score: Raw -770330.053405 + Penalty 4234.933113 = -766095.120293
  nChanged 280
		SP:Iteration 3F (163346.620000 sec): 3 clusters
  Score: Raw -770494.225184 + Penalty 4234.933113 = -766259.292071
  nChanged 195
		SP:Iteration 4Q (163346.840000 sec): 3 clusters
  Score: Raw -770606.562221 + Penalty 4234.933113 = -766371.629109
  nChanged 166
		SP:Iteration 5Q (163347.000000 sec): 3 clusters
  Score: Raw -770719.845061 + Penalty 4234.933113 = -766484.911949
  nChanged 163
		SP:Iteration 6Q (163347.180000 sec): 3 clusters
  Score: Raw -770821.963356 + Penalty 4234.933113 = -766587.030244
  nChanged 166
		SP:Iteration 7Q (163347.450000 sec): 3 clusters
  Score: Raw -770943.662116 + Penalty 4234.933113 = -766708.729003
  nChanged 168
		SP:Iteration 8Q (163347.730000 sec): 3 clusters
  Score: Raw -771078.259601 + Penalty 4234.933113 = -766843.326489
  nChanged 165
		SP:Iteration 9Q (163347.950000 sec): 3 clusters
  Score: Raw -771254.652667 + Penalty 4234.933113 = -767019.719554
  nChanged 197
		SP:Iteration 10Q (163348.190000 sec): 3 clusters
  Score: Raw -771469.260132 + Penalty 4234.933113 = -767234.327020
  nChanged 183
		SP:Iteration 11Q (163348.410000 sec): 3 clusters
  Score: Raw -771650.989666 + Penalty 4234.933113 = -767416.056554
  nChanged 159
		SP:Iteration 12Q (163348.660000 sec): 3 clusters
  Score: Raw -771752.237800 + Penalty 4234.933113 = -767517.304688
  nChanged 129
		SP:Iteration 13Q (163348.910000 sec): 3 clusters
  Score: Raw -771809.348362 + Penalty 4234.933113 = -767574.415249
  nChanged 99
		SP:Iteration 14Q (163349.110000 sec): 3 clusters
  Score: Raw -771850.025069 + Penalty 4234.933113 = -767615.091957
  nChanged 76
		SP:Iteration 15Q (163349.310000 sec): 3 clusters
  Score: Raw -771875.393655 + Penalty 4234.933113 = -767640.460543
  nChanged 46
		SP:Iteration 16Q (163349.610000 sec): 3 clusters
  Score: Raw -771894.882191 + Penalty 4234.933113 = -767659.949078
  nChanged 50
		SP:Iteration 17Q (163349.890000 sec): 3 clusters
  Score: Raw -771914.991182 + Penalty 4234.933113 = -767680.058070
  nChanged 46
		SP:Iteration 18Q (163350.160000 sec): 3 clusters
  Score: Raw -771929.752333 + Penalty 4234.933113 = -767694.819220
  nChanged 29
		SP:Iteration 19Q (163350.380000 sec): 3 clusters
  Score: Raw -771940.610204 + Penalty 4234.933113 = -767705.677091
  nChanged 29
		SP:Iteration 20F (163350.630000 sec): 3 clusters
  Score: Raw -771950.629697 + Penalty 4234.933113 = -767715.696585
  nChanged 31
		SP:Iteration 21Q (163350.790000 sec): 3 clusters
  Score: Raw -771960.305396 + Penalty 4234.933113 = -767725.372284
  nChanged 30
		SP:Iteration 22Q (163350.980000 sec): 3 clusters
  Score: Raw -771967.792013 + Penalty 4234.933113 = -767732.858900
  nChanged 22
		SP:Iteration 23Q (163351.220000 sec): 3 clusters
  Score: Raw -771973.460068 + Penalty 4234.933113 = -767738.526956
  nChanged 22
		SP:Iteration 24Q (163351.440000 sec): 3 clusters
  Score: Raw -771980.480063 + Penalty 4234.933113 = -767745.546951
  nChanged 23
		SP:Iteration 25Q (163351.620000 sec): 3 clusters
  Score: Raw -771987.790482 + Penalty 4234.933113 = -767752.857369
  nChanged 18
		SP:Iteration 26Q (163351.870000 sec): 3 clusters
  Score: Raw -771992.030900 + Penalty 4234.933113 = -767757.097787
  nChanged 20
		SP:Iteration 27Q (163352.090000 sec): 3 clusters
  Score: Raw -771998.240804 + Penalty 4234.933113 = -767763.307692
  nChanged 21
		SP:Iteration 28Q (163352.240000 sec): 3 clusters
  Score: Raw -772004.170079 + Penalty 4234.933113 = -767769.236966
  nChanged 23
		SP:Iteration 29Q (163352.420000 sec): 3 clusters
  Score: Raw -772013.422088 + Penalty 4234.933113 = -767778.488975
  nChanged 24
		SP:Iteration 30Q (163352.610000 sec): 3 clusters
  Score: Raw -772023.034427 + Penalty 4234.933113 = -767788.101315
  nChanged 21
		SP:Iteration 31Q (163352.770000 sec): 3 clusters
  Score: Raw -772030.590264 + Penalty 4234.933113 = -767795.657151
  nChanged 19
		SP:Iteration 32Q (163352.970000 sec): 3 clusters
  Score: Raw -772038.475021 + Penalty 4234.933113 = -767803.541909
  nChanged 28
		SP:Iteration 33Q (163353.170000 sec): 3 clusters
  Score: Raw -772050.620194 + Penalty 4234.933113 = -767815.687081
  nChanged 25
		SP:Iteration 34Q (163353.390000 sec): 3 clusters
  Score: Raw -772057.908132 + Penalty 4234.933113 = -767822.975019
  nChanged 15
		SP:Iteration 35Q (163353.570000 sec): 3 clusters
  Score: Raw -772061.951751 + Penalty 4234.933113 = -767827.018639
  nChanged 11
		SP:Iteration 36Q (163353.780000 sec): 3 clusters
  Score: Raw -772063.780779 + Penalty 4234.933113 = -767828.847666
  nChanged 2
		SP:Iteration 37Q (163354.020000 sec): 3 clusters
  Score: Raw -772064.404825 + Penalty 4234.933113 = -767829.471713
  nChanged 3
		SP:Iteration 38Q (163354.190000 sec): 3 clusters
  Score: Raw -772065.278237 + Penalty 4234.933113 = -767830.345125
  nChanged 6
		SP:Iteration 39Q (163354.330000 sec): 3 clusters
  Score: Raw -772066.841465 + Penalty 4234.933113 = -767831.908353
  nChanged 8
		SP:Iteration 40F (163354.540000 sec): 3 clusters
  Score: Raw -772068.928425 + Penalty 4234.933113 = -767833.995313
  nChanged 8
		SP:Iteration 41Q (163354.790000 sec): 3 clusters
  Score: Raw -772070.654330 + Penalty 4234.933113 = -767835.721218
  nChanged 7
		SP:Iteration 42Q (163355.010000 sec): 3 clusters
  Score: Raw -772072.870275 + Penalty 4234.933113 = -767837.937163
  nChanged 9
		SP:Iteration 43Q (163355.180000 sec): 3 clusters
  Score: Raw -772075.036130 + Penalty 4234.933113 = -767840.103017
  nChanged 11
		SP:Iteration 44Q (163355.410000 sec): 3 clusters
  Score: Raw -772079.026714 + Penalty 4234.933113 = -767844.093602
  nChanged 8
		SP:Iteration 45Q (163355.610000 sec): 3 clusters
  Score: Raw -772081.756312 + Penalty 4234.933113 = -767846.823199
  nChanged 15
		SP:Iteration 46Q (163355.860000 sec): 3 clusters
  Score: Raw -772087.121802 + Penalty 4234.933113 = -767852.188690
  nChanged 9
		SP:Iteration 47Q (163356.080000 sec): 3 clusters
  Score: Raw -772089.330335 + Penalty 4234.933113 = -767854.397222
  nChanged 8
		SP:Iteration 48Q (163356.300000 sec): 3 clusters
  Score: Raw -772091.778931 + Penalty 4234.933113 = -767856.845818
  nChanged 9
		SP:Iteration 49Q (163356.430000 sec): 3 clusters
  Score: Raw -772094.483295 + Penalty 4234.933113 = -767859.550183
  nChanged 7
		SP:Iteration 50Q (163356.670000 sec): 3 clusters
  Score: Raw -772096.267669 + Penalty 4234.933113 = -767861.334557
  nChanged 6
		SP:Iteration 51Q (163356.870000 sec): 3 clusters
  Score: Raw -772098.326235 + Penalty 4234.933113 = -767863.393122
  nChanged 12
		SP:Iteration 52Q (163357.030000 sec): 3 clusters
  Score: Raw -772102.822384 + Penalty 4234.933113 = -767867.889272
  nChanged 14
		SP:Iteration 53Q (163357.260000 sec): 3 clusters
  Score: Raw -772111.522395 + Penalty 4234.933113 = -767876.589283
  nChanged 15
		SP:Iteration 54Q (163357.430000 sec): 3 clusters
  Score: Raw -772116.982763 + Penalty 4234.933113 = -767882.049651
  nChanged 10
		SP:Iteration 55Q (163357.610000 sec): 3 clusters
  Score: Raw -772120.081640 + Penalty 4234.933113 = -767885.148527
  nChanged 14
		SP:Iteration 56Q (163357.810000 sec): 3 clusters
  Score: Raw -772123.858301 + Penalty 4234.933113 = -767888.925188
  nChanged 13
		SP:Iteration 57Q (163358.010000 sec): 3 clusters
  Score: Raw -772127.912008 + Penalty 4234.933113 = -767892.978895
  nChanged 10
		SP:Iteration 58Q (163358.220000 sec): 3 clusters
  Score: Raw -772131.352320 + Penalty 4234.933113 = -767896.419208
  nChanged 7
		SP:Iteration 59Q (163358.450000 sec): 3 clusters
  Score: Raw -772133.503203 + Penalty 4234.933113 = -767898.570091
  nChanged 8
		SP:Iteration 60F (163358.660000 sec): 3 clusters
  Score: Raw -772136.253433 + Penalty 4234.933113 = -767901.320320
  nChanged 7
		SP:Iteration 61Q (163358.920000 sec): 3 clusters
  Score: Raw -772137.735251 + Penalty 4234.933113 = -767902.802139
  nChanged 9
		SP:Iteration 62Q (163359.150000 sec): 3 clusters
  Score: Raw -772141.103541 + Penalty 4234.933113 = -767906.170429
  nChanged 6
		SP:Iteration 63Q (163359.430000 sec): 3 clusters
  Score: Raw -772143.023411 + Penalty 4234.933113 = -767908.090299
  nChanged 7
		SP:Iteration 64Q (163359.630000 sec): 3 clusters
  Score: Raw -772144.509772 + Penalty 4234.933113 = -767909.576659
  nChanged 4
		SP:Iteration 65Q (163359.870000 sec): 3 clusters
  Score: Raw -772145.347635 + Penalty 4234.933113 = -767910.414522
  nChanged 3
		SP:Iteration 66Q (163360.090000 sec): 3 clusters
  Score: Raw -772146.169372 + Penalty 4234.933113 = -767911.236260
  nChanged 3
		SP:Iteration 67Q (163360.330000 sec): 3 clusters
  Score: Raw -772146.772772 + Penalty 4234.933113 = -767911.839659
  nChanged 2
		SP:Iteration 68Q (163360.580000 sec): 3 clusters
  Score: Raw -772147.228564 + Penalty 4234.933113 = -767912.295452
  nChanged 0
		SP:Iteration 69F (163360.800000 sec): 3 clusters
  Score: Raw -772147.228564 + Penalty 4234.933113 = -767912.295452
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (6046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163360.990000 sec): 2 clusters
  Score: Raw -945343.930639 + Penalty 2159.373739 = -943184.556899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163361.160000 sec): 3 clusters
  Score: Raw -942310.597170 + Penalty 4318.747479 = -937991.849691
  nChanged 2439
		SP:Iteration 1F (163361.320000 sec): 3 clusters
  Score: Raw -943742.706537 + Penalty 4318.747479 = -939423.959058
  nChanged 500
		SP:Iteration 2F (163361.560000 sec): 3 clusters
  Score: Raw -944087.194497 + Penalty 4318.747479 = -939768.447018
  nChanged 376
		SP:Iteration 3F (163361.770000 sec): 3 clusters
  Score: Raw -944349.783090 + Penalty 4318.747479 = -940031.035611
  nChanged 321
		SP:Iteration 4F (163361.990000 sec): 3 clusters
  Score: Raw -944596.685973 + Penalty 4318.747479 = -940277.938494
  nChanged 308
		SP:Iteration 5F (163362.190000 sec): 3 clusters
  Score: Raw -944829.163398 + Penalty 4318.747479 = -940510.415919
  nChanged 295
		SP:Iteration 6Q (163362.390000 sec): 3 clusters
  Score: Raw -945050.178875 + Penalty 4318.747479 = -940731.431396
  nChanged 238
		SP:Iteration 7Q (163362.580000 sec): 3 clusters
  Score: Raw -945208.811472 + Penalty 4318.747479 = -940890.063993
  nChanged 200
		SP:Iteration 8Q (163362.780000 sec): 3 clusters
  Score: Raw -945349.493058 + Penalty 4318.747479 = -941030.745579
  nChanged 193
		SP:Iteration 9Q (163362.980000 sec): 3 clusters
  Score: Raw -945467.580824 + Penalty 4318.747479 = -941148.833345
  nChanged 180
		SP:Iteration 10Q (163363.170000 sec): 3 clusters
  Score: Raw -945577.800194 + Penalty 4318.747479 = -941259.052715
  nChanged 146
		SP:Iteration 11Q (163363.340000 sec): 3 clusters
  Score: Raw -945678.556557 + Penalty 4318.747479 = -941359.809078
  nChanged 139
		SP:Iteration 12Q (163363.490000 sec): 3 clusters
  Score: Raw -945823.290182 + Penalty 4318.747479 = -941504.542703
  nChanged 151
		SP:Iteration 13Q (163363.760000 sec): 3 clusters
  Score: Raw -946081.974019 + Penalty 4318.747479 = -941763.226540
  nChanged 159
		SP:Iteration 14Q (163364.050000 sec): 3 clusters
  Score: Raw -946345.330805 + Penalty 4318.747479 = -942026.583326
  nChanged 138
		SP:Iteration 15Q (163364.240000 sec): 3 clusters
  Score: Raw -946487.001715 + Penalty 4318.747479 = -942168.254236
  nChanged 117
		SP:Iteration 16Q (163364.450000 sec): 3 clusters
  Score: Raw -946544.590485 + Penalty 4318.747479 = -942225.843007
  nChanged 87
		SP:Iteration 17Q (163364.650000 sec): 3 clusters
  Score: Raw -946578.764032 + Penalty 4318.747479 = -942260.016553
  nChanged 56
		SP:Iteration 18Q (163364.780000 sec): 3 clusters
  Score: Raw -946602.283635 + Penalty 4318.747479 = -942283.536156
  nChanged 49
		SP:Iteration 19Q (163365.000000 sec): 3 clusters
  Score: Raw -946624.226660 + Penalty 4318.747479 = -942305.479181
  nChanged 50
		SP:Iteration 20F (163365.280000 sec): 3 clusters
  Score: Raw -946642.272724 + Penalty 4318.747479 = -942323.525245
  nChanged 38
		SP:Iteration 21Q (163365.520000 sec): 3 clusters
  Score: Raw -946654.540526 + Penalty 4318.747479 = -942335.793047
  nChanged 29
		SP:Iteration 22Q (163365.760000 sec): 3 clusters
  Score: Raw -946665.152296 + Penalty 4318.747479 = -942346.404817
  nChanged 30
		SP:Iteration 23Q (163365.980000 sec): 3 clusters
  Score: Raw -946677.168549 + Penalty 4318.747479 = -942358.421070
  nChanged 28
		SP:Iteration 24Q (163366.220000 sec): 3 clusters
  Score: Raw -946685.745144 + Penalty 4318.747479 = -942366.997665
  nChanged 19
		SP:Iteration 25Q (163366.430000 sec): 3 clusters
  Score: Raw -946690.594271 + Penalty 4318.747479 = -942371.846792
  nChanged 17
		SP:Iteration 26Q (163366.660000 sec): 3 clusters
  Score: Raw -946694.669849 + Penalty 4318.747479 = -942375.922370
  nChanged 14
		SP:Iteration 27Q (163366.870000 sec): 3 clusters
  Score: Raw -946698.280764 + Penalty 4318.747479 = -942379.533285
  nChanged 15
		SP:Iteration 28Q (163367.100000 sec): 3 clusters
  Score: Raw -946701.433120 + Penalty 4318.747479 = -942382.685641
  nChanged 12
		SP:Iteration 29Q (163367.360000 sec): 3 clusters
  Score: Raw -946703.792689 + Penalty 4318.747479 = -942385.045210
  nChanged 6
		SP:Iteration 30Q (163367.600000 sec): 3 clusters
  Score: Raw -946705.802417 + Penalty 4318.747479 = -942387.054938
  nChanged 11
		SP:Iteration 31Q (163367.770000 sec): 3 clusters
  Score: Raw -946708.602345 + Penalty 4318.747479 = -942389.854866
  nChanged 11
		SP:Iteration 32Q (163367.990000 sec): 3 clusters
  Score: Raw -946710.963605 + Penalty 4318.747479 = -942392.216126
  nChanged 9
		SP:Iteration 33Q (163368.250000 sec): 3 clusters
  Score: Raw -946713.819012 + Penalty 4318.747479 = -942395.071533
  nChanged 5
		SP:Iteration 34Q (163368.530000 sec): 3 clusters
  Score: Raw -946715.221659 + Penalty 4318.747479 = -942396.474180
  nChanged 5
		SP:Iteration 35Q (163368.710000 sec): 3 clusters
  Score: Raw -946715.998808 + Penalty 4318.747479 = -942397.251329
  nChanged 1
		SP:Iteration 36Q (163368.970000 sec): 3 clusters
  Score: Raw -946716.097657 + Penalty 4318.747479 = -942397.350178
  nChanged 0
		SP:Iteration 37F (163369.230000 sec): 3 clusters
  Score: Raw -946716.097657 + Penalty 4318.747479 = -942397.350178
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (18747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163369.490000 sec): 2 clusters
  Score: Raw -3086610.339158 + Penalty 2440.019677 = -3084170.319481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163369.840000 sec): 3 clusters
  Score: Raw -3075681.959986 + Penalty 4880.039353 = -3070801.920632
  nChanged 8214
		SP:Iteration 1F (163370.190000 sec): 3 clusters
  Score: Raw -3080135.150759 + Penalty 4880.039353 = -3075255.111405
  nChanged 970
		SP:Iteration 2F (163370.510000 sec): 3 clusters
  Score: Raw -3080479.859807 + Penalty 4880.039353 = -3075599.820454
  nChanged 783
		SP:Iteration 3Q (163370.790000 sec): 3 clusters
  Score: Raw -3080742.791172 + Penalty 4880.039353 = -3075862.751819
  nChanged 694
		SP:Iteration 4Q (163371.170000 sec): 3 clusters
  Score: Raw -3080974.935911 + Penalty 4880.039353 = -3076094.896558
  nChanged 635
		SP:Iteration 5Q (163371.400000 sec): 3 clusters
  Score: Raw -3081210.296973 + Penalty 4880.039353 = -3076330.257620
  nChanged 680
		SP:Iteration 6Q (163371.750000 sec): 3 clusters
  Score: Raw -3081495.785646 + Penalty 4880.039353 = -3076615.746293
  nChanged 741
		SP:Iteration 7Q (163372.060000 sec): 3 clusters
  Score: Raw -3081847.739137 + Penalty 4880.039353 = -3076967.699784
  nChanged 818
		SP:Iteration 8Q (163372.400000 sec): 3 clusters
  Score: Raw -3082267.944158 + Penalty 4880.039353 = -3077387.904805
  nChanged 965
		SP:Iteration 9F (163372.670000 sec): 3 clusters
  Score: Raw -3082872.951402 + Penalty 4880.039353 = -3077992.912049
  nChanged 1092
		SP:Iteration 10F (163372.940000 sec): 3 clusters
  Score: Raw -3083681.251933 + Penalty 4880.039353 = -3078801.212580
  nChanged 1086
		SP:Iteration 11F (163373.200000 sec): 3 clusters
  Score: Raw -3084550.926297 + Penalty 4880.039353 = -3079670.886944
  nChanged 943
		SP:Iteration 12F (163373.540000 sec): 3 clusters
  Score: Raw -3085342.365333 + Penalty 4880.039353 = -3080462.325980
  nChanged 711
		SP:Iteration 13Q (163373.830000 sec): 3 clusters
  Score: Raw -3085978.458454 + Penalty 4880.039353 = -3081098.419101
  nChanged 448
		SP:Iteration 14Q (163374.070000 sec): 3 clusters
  Score: Raw -3086371.981670 + Penalty 4880.039353 = -3081491.942317
  nChanged 217
		SP:Iteration 15Q (163374.330000 sec): 3 clusters
  Score: Raw -3086566.812584 + Penalty 4880.039353 = -3081686.773231
  nChanged 124
		SP:Iteration 16Q (163374.650000 sec): 3 clusters
  Score: Raw -3086685.588717 + Penalty 4880.039353 = -3081805.549363
  nChanged 71
		SP:Iteration 17Q (163374.920000 sec): 3 clusters
  Score: Raw -3086764.824389 + Penalty 4880.039353 = -3081884.785036
  nChanged 47
		SP:Iteration 18Q (163375.260000 sec): 3 clusters
  Score: Raw -3086816.911986 + Penalty 4880.039353 = -3081936.872633
  nChanged 19
		SP:Iteration 19Q (163375.610000 sec): 3 clusters
  Score: Raw -3086837.342743 + Penalty 4880.039353 = -3081957.303389
  nChanged 11
		SP:Iteration 20F (163375.920000 sec): 3 clusters
  Score: Raw -3086854.677291 + Penalty 4880.039353 = -3081974.637937
  nChanged 12
		SP:Iteration 21Q (163376.190000 sec): 3 clusters
  Score: Raw -3086870.586031 + Penalty 4880.039353 = -3081990.546678
  nChanged 8
		SP:Iteration 22Q (163376.410000 sec): 3 clusters
  Score: Raw -3086879.186770 + Penalty 4880.039353 = -3081999.147416
  nChanged 4
		SP:Iteration 23Q (163376.720000 sec): 3 clusters
  Score: Raw -3086884.235733 + Penalty 4880.039353 = -3082004.196380
  nChanged 2
		SP:Iteration 24Q (163376.990000 sec): 3 clusters
  Score: Raw -3086886.832813 + Penalty 4880.039353 = -3082006.793460
  nChanged 4
		SP:Iteration 25Q (163377.300000 sec): 3 clusters
  Score: Raw -3086891.561374 + Penalty 4880.039353 = -3082011.522020
  nChanged 6
		SP:Iteration 26Q (163377.530000 sec): 3 clusters
  Score: Raw -3086899.470308 + Penalty 4880.039353 = -3082019.430954
  nChanged 2
		SP:Iteration 27Q (163377.790000 sec): 3 clusters
  Score: Raw -3086900.788991 + Penalty 4880.039353 = -3082020.749638
  nChanged 2
		SP:Iteration 28Q (163378.100000 sec): 3 clusters
  Score: Raw -3086902.674105 + Penalty 4880.039353 = -3082022.634752
  nChanged 0
		SP:Iteration 29F (163378.400000 sec): 3 clusters
  Score: Raw -3086902.674105 + Penalty 4880.039353 = -3082022.634752
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (18432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163378.570000 sec): 2 clusters
  Score: Raw -2956733.053804 + Penalty 2435.817204 = -2954297.236600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163378.900000 sec): 3 clusters
  Score: Raw -2946189.332828 + Penalty 4871.634407 = -2941317.698420
  nChanged 8041
		SP:Iteration 1F (163379.210000 sec): 3 clusters
  Score: Raw -2950485.738707 + Penalty 4871.634407 = -2945614.104300
  nChanged 1101
		SP:Iteration 2F (163379.510000 sec): 3 clusters
  Score: Raw -2950944.517272 + Penalty 4871.634407 = -2946072.882864
  nChanged 881
		SP:Iteration 3Q (163379.800000 sec): 3 clusters
  Score: Raw -2951338.198209 + Penalty 4871.634407 = -2946466.563801
  nChanged 796
		SP:Iteration 4Q (163380.100000 sec): 3 clusters
  Score: Raw -2951707.176103 + Penalty 4871.634407 = -2946835.541696
  nChanged 750
		SP:Iteration 5Q (163380.400000 sec): 3 clusters
  Score: Raw -2952050.321107 + Penalty 4871.634407 = -2947178.686700
  nChanged 706
		SP:Iteration 6Q (163380.700000 sec): 3 clusters
  Score: Raw -2952386.861314 + Penalty 4871.634407 = -2947515.226907
  nChanged 642
		SP:Iteration 7Q (163380.990000 sec): 3 clusters
  Score: Raw -2952694.880907 + Penalty 4871.634407 = -2947823.246499
  nChanged 647
		SP:Iteration 8Q (163381.290000 sec): 3 clusters
  Score: Raw -2953029.270561 + Penalty 4871.634407 = -2948157.636154
  nChanged 660
		SP:Iteration 9Q (163381.590000 sec): 3 clusters
  Score: Raw -2953373.661995 + Penalty 4871.634407 = -2948502.027587
  nChanged 673
		SP:Iteration 10Q (163381.890000 sec): 3 clusters
  Score: Raw -2953756.070480 + Penalty 4871.634407 = -2948884.436072
  nChanged 672
		SP:Iteration 11Q (163382.190000 sec): 3 clusters
  Score: Raw -2954161.285047 + Penalty 4871.634407 = -2949289.650639
  nChanged 657
		SP:Iteration 12Q (163382.510000 sec): 3 clusters
  Score: Raw -2954566.475460 + Penalty 4871.634407 = -2949694.841053
  nChanged 599
		SP:Iteration 13Q (163382.830000 sec): 3 clusters
  Score: Raw -2954959.250826 + Penalty 4871.634407 = -2950087.616418
  nChanged 587
		SP:Iteration 14Q (163383.150000 sec): 3 clusters
  Score: Raw -2955359.558751 + Penalty 4871.634407 = -2950487.924344
  nChanged 520
		SP:Iteration 15Q (163383.470000 sec): 3 clusters
  Score: Raw -2955719.463026 + Penalty 4871.634407 = -2950847.828619
  nChanged 461
		SP:Iteration 16Q (163383.750000 sec): 3 clusters
  Score: Raw -2956043.564435 + Penalty 4871.634407 = -2951171.930027
  nChanged 389
		SP:Iteration 17Q (163384.040000 sec): 3 clusters
  Score: Raw -2956294.929215 + Penalty 4871.634407 = -2951423.294808
  nChanged 297
		SP:Iteration 18Q (163384.360000 sec): 3 clusters
  Score: Raw -2956502.438867 + Penalty 4871.634407 = -2951630.804460
  nChanged 261
		SP:Iteration 19Q (163384.640000 sec): 3 clusters
  Score: Raw -2956667.702334 + Penalty 4871.634407 = -2951796.067927
  nChanged 176
		SP:Iteration 20F (163384.970000 sec): 3 clusters
  Score: Raw -2956781.642506 + Penalty 4871.634407 = -2951910.008099
  nChanged 138
		SP:Iteration 21Q (163385.250000 sec): 3 clusters
  Score: Raw -2956869.783397 + Penalty 4871.634407 = -2951998.148989
  nChanged 95
		SP:Iteration 22Q (163385.570000 sec): 3 clusters
  Score: Raw -2956938.772387 + Penalty 4871.634407 = -2952067.137979
  nChanged 92
		SP:Iteration 23Q (163385.850000 sec): 3 clusters
  Score: Raw -2956997.069778 + Penalty 4871.634407 = -2952125.435370
  nChanged 71
		SP:Iteration 24Q (163386.170000 sec): 3 clusters
  Score: Raw -2957040.277367 + Penalty 4871.634407 = -2952168.642959
  nChanged 57
		SP:Iteration 25Q (163386.460000 sec): 3 clusters
  Score: Raw -2957079.778427 + Penalty 4871.634407 = -2952208.144019
  nChanged 47
		SP:Iteration 26Q (163386.780000 sec): 3 clusters
  Score: Raw -2957110.793345 + Penalty 4871.634407 = -2952239.158938
  nChanged 36
		SP:Iteration 27Q (163387.070000 sec): 3 clusters
  Score: Raw -2957134.546964 + Penalty 4871.634407 = -2952262.912556
  nChanged 30
		SP:Iteration 28Q (163387.390000 sec): 3 clusters
  Score: Raw -2957153.059182 + Penalty 4871.634407 = -2952281.424775
  nChanged 23
		SP:Iteration 29Q (163387.670000 sec): 3 clusters
  Score: Raw -2957165.713056 + Penalty 4871.634407 = -2952294.078648
  nChanged 28
		SP:Iteration 30Q (163388.000000 sec): 3 clusters
  Score: Raw -2957182.608361 + Penalty 4871.634407 = -2952310.973953
  nChanged 26
		SP:Iteration 31Q (163388.280000 sec): 3 clusters
  Score: Raw -2957199.556883 + Penalty 4871.634407 = -2952327.922475
  nChanged 28
		SP:Iteration 32Q (163388.610000 sec): 3 clusters
  Score: Raw -2957216.406191 + Penalty 4871.634407 = -2952344.771784
  nChanged 17
		SP:Iteration 33Q (163388.890000 sec): 3 clusters
  Score: Raw -2957228.180334 + Penalty 4871.634407 = -2952356.545927
  nChanged 20
		SP:Iteration 34Q (163389.210000 sec): 3 clusters
  Score: Raw -2957239.258583 + Penalty 4871.634407 = -2952367.624175
  nChanged 18
		SP:Iteration 35Q (163389.490000 sec): 3 clusters
  Score: Raw -2957247.843430 + Penalty 4871.634407 = -2952376.209023
  nChanged 19
		SP:Iteration 36Q (163389.810000 sec): 3 clusters
  Score: Raw -2957260.848265 + Penalty 4871.634407 = -2952389.213857
  nChanged 23
		SP:Iteration 37Q (163390.090000 sec): 3 clusters
  Score: Raw -2957278.672674 + Penalty 4871.634407 = -2952407.038267
  nChanged 20
		SP:Iteration 38Q (163390.410000 sec): 3 clusters
  Score: Raw -2957294.050278 + Penalty 4871.634407 = -2952422.415870
  nChanged 22
		SP:Iteration 39Q (163390.690000 sec): 3 clusters
  Score: Raw -2957307.196949 + Penalty 4871.634407 = -2952435.562541
  nChanged 14
		SP:Iteration 40F (163391.020000 sec): 3 clusters
  Score: Raw -2957316.057000 + Penalty 4871.634407 = -2952444.422593
  nChanged 6
		SP:Iteration 41Q (163391.300000 sec): 3 clusters
  Score: Raw -2957319.465659 + Penalty 4871.634407 = -2952447.831251
  nChanged 9
		SP:Iteration 42Q (163391.620000 sec): 3 clusters
  Score: Raw -2957324.335049 + Penalty 4871.634407 = -2952452.700641
  nChanged 8
		SP:Iteration 43Q (163391.940000 sec): 3 clusters
  Score: Raw -2957327.921242 + Penalty 4871.634407 = -2952456.286834
  nChanged 4
		SP:Iteration 44Q (163392.180000 sec): 3 clusters
  Score: Raw -2957329.558445 + Penalty 4871.634407 = -2952457.924038
  nChanged 0
		SP:Iteration 45F (163392.500000 sec): 3 clusters
  Score: Raw -2957329.558445 + Penalty 4871.634407 = -2952457.924038
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (13570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163392.660000 sec): 2 clusters
  Score: Raw -2153063.623849 + Penalty 2359.872955 = -2150703.750894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163392.970000 sec): 3 clusters
  Score: Raw -2145416.645437 + Penalty 4719.745909 = -2140696.899528
  nChanged 5833
		SP:Iteration 1F (163393.300000 sec): 3 clusters
  Score: Raw -2148564.299448 + Penalty 4719.745909 = -2143844.553538
  nChanged 848
		SP:Iteration 2F (163393.590000 sec): 3 clusters
  Score: Raw -2148957.612328 + Penalty 4719.745909 = -2144237.866419
  nChanged 723
		SP:Iteration 3F (163393.870000 sec): 3 clusters
  Score: Raw -2149300.771554 + Penalty 4719.745909 = -2144581.025645
  nChanged 676
		SP:Iteration 4Q (163394.210000 sec): 3 clusters
  Score: Raw -2149651.559987 + Penalty 4719.745909 = -2144931.814077
  nChanged 658
		SP:Iteration 5Q (163394.490000 sec): 3 clusters
  Score: Raw -2150043.913032 + Penalty 4719.745909 = -2145324.167122
  nChanged 683
		SP:Iteration 6F (163394.880000 sec): 3 clusters
  Score: Raw -2150513.029475 + Penalty 4719.745909 = -2145793.283566
  nChanged 746
		SP:Iteration 7F (163395.140000 sec): 3 clusters
  Score: Raw -2151073.538392 + Penalty 4719.745909 = -2146353.792482
  nChanged 705
		SP:Iteration 8F (163395.470000 sec): 3 clusters
  Score: Raw -2151638.572838 + Penalty 4719.745909 = -2146918.826929
  nChanged 602
		SP:Iteration 9Q (163395.750000 sec): 3 clusters
  Score: Raw -2152161.658562 + Penalty 4719.745909 = -2147441.912653
  nChanged 448
		SP:Iteration 10Q (163396.030000 sec): 3 clusters
  Score: Raw -2152581.873389 + Penalty 4719.745909 = -2147862.127480
  nChanged 298
		SP:Iteration 11Q (163396.370000 sec): 3 clusters
  Score: Raw -2152880.974119 + Penalty 4719.745909 = -2148161.228209
  nChanged 209
		SP:Iteration 12Q (163396.660000 sec): 3 clusters
  Score: Raw -2153089.431304 + Penalty 4719.745909 = -2148369.685394
  nChanged 117
		SP:Iteration 13Q (163396.990000 sec): 3 clusters
  Score: Raw -2153211.046357 + Penalty 4719.745909 = -2148491.300448
  nChanged 70
		SP:Iteration 14Q (163397.160000 sec): 3 clusters
  Score: Raw -2153279.905852 + Penalty 4719.745909 = -2148560.159943
  nChanged 32
		SP:Iteration 15Q (163397.340000 sec): 3 clusters
  Score: Raw -2153315.462802 + Penalty 4719.745909 = -2148595.716893
  nChanged 26
		SP:Iteration 16Q (163397.560000 sec): 3 clusters
  Score: Raw -2153345.272128 + Penalty 4719.745909 = -2148625.526219
  nChanged 15
		SP:Iteration 17Q (163397.820000 sec): 3 clusters
  Score: Raw -2153364.269101 + Penalty 4719.745909 = -2148644.523191
  nChanged 15
		SP:Iteration 18Q (163398.020000 sec): 3 clusters
  Score: Raw -2153378.944540 + Penalty 4719.745909 = -2148659.198631
  nChanged 4
		SP:Iteration 19Q (163398.260000 sec): 3 clusters
  Score: Raw -2153381.369292 + Penalty 4719.745909 = -2148661.623383
  nChanged 2
		SP:Iteration 20F (163398.550000 sec): 3 clusters
  Score: Raw -2153382.906334 + Penalty 4719.745909 = -2148663.160425
  nChanged 2
		SP:Iteration 21Q (163398.840000 sec): 3 clusters
  Score: Raw -2153385.599902 + Penalty 4719.745909 = -2148665.853993
  nChanged 2
		SP:Iteration 22Q (163399.100000 sec): 3 clusters
  Score: Raw -2153388.870373 + Penalty 4719.745909 = -2148669.124464
  nChanged 3
		SP:Iteration 23Q (163399.330000 sec): 3 clusters
  Score: Raw -2153391.887571 + Penalty 4719.745909 = -2148672.141662
  nChanged 0
		SP:Iteration 24F (163399.630000 sec): 3 clusters
  Score: Raw -2153391.887571 + Penalty 4719.745909 = -2148672.141662
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (26241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163399.930000 sec): 2 clusters
  Score: Raw -4137684.657966 + Penalty 2523.419431 = -4135161.238535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163400.300000 sec): 3 clusters
  Score: Raw -4122094.895498 + Penalty 5046.838863 = -4117048.056636
  nChanged 11774
		SP:Iteration 1F (163400.650000 sec): 3 clusters
  Score: Raw -4128449.225529 + Penalty 5046.838863 = -4123402.386666
  nChanged 1406
		SP:Iteration 2F (163401.050000 sec): 3 clusters
  Score: Raw -4129012.517666 + Penalty 5046.838863 = -4123965.678803
  nChanged 1343
		SP:Iteration 3F (163401.460000 sec): 3 clusters
  Score: Raw -4129561.096118 + Penalty 5046.838863 = -4124514.257255
  nChanged 1267
		SP:Iteration 4Q (163401.860000 sec): 3 clusters
  Score: Raw -4130083.127051 + Penalty 5046.838863 = -4125036.288188
  nChanged 1216
		SP:Iteration 5Q (163402.260000 sec): 3 clusters
  Score: Raw -4130662.090483 + Penalty 5046.838863 = -4125615.251620
  nChanged 1381
		SP:Iteration 6F (163402.640000 sec): 3 clusters
  Score: Raw -4131439.652115 + Penalty 5046.838863 = -4126392.813252
  nChanged 1485
		SP:Iteration 7F (163402.980000 sec): 3 clusters
  Score: Raw -4132388.904340 + Penalty 5046.838863 = -4127342.065478
  nChanged 1504
		SP:Iteration 8F (163403.310000 sec): 3 clusters
  Score: Raw -4133536.448632 + Penalty 5046.838863 = -4128489.609769
  nChanged 1424
		SP:Iteration 9F (163403.720000 sec): 3 clusters
  Score: Raw -4134841.640577 + Penalty 5046.838863 = -4129794.801714
  nChanged 1202
		SP:Iteration 10Q (163404.070000 sec): 3 clusters
  Score: Raw -4136065.297876 + Penalty 5046.838863 = -4131018.459013
  nChanged 895
		SP:Iteration 11Q (163404.480000 sec): 3 clusters
  Score: Raw -4136958.468877 + Penalty 5046.838863 = -4131911.630015
  nChanged 566
		SP:Iteration 12Q (163404.820000 sec): 3 clusters
  Score: Raw -4137380.040702 + Penalty 5046.838863 = -4132333.201839
  nChanged 370
		SP:Iteration 13Q (163405.200000 sec): 3 clusters
  Score: Raw -4137586.985018 + Penalty 5046.838863 = -4132540.146155
  nChanged 260
		SP:Iteration 14Q (163405.560000 sec): 3 clusters
  Score: Raw -4137728.686042 + Penalty 5046.838863 = -4132681.847179
  nChanged 221
		SP:Iteration 15Q (163405.910000 sec): 3 clusters
  Score: Raw -4137848.631513 + Penalty 5046.838863 = -4132801.792651
  nChanged 199
		SP:Iteration 16Q (163406.200000 sec): 3 clusters
  Score: Raw -4137936.773468 + Penalty 5046.838863 = -4132889.934605
  nChanged 165
		SP:Iteration 17Q (163406.540000 sec): 3 clusters
  Score: Raw -4138009.370547 + Penalty 5046.838863 = -4132962.531684
  nChanged 149
		SP:Iteration 18Q (163406.870000 sec): 3 clusters
  Score: Raw -4138070.509585 + Penalty 5046.838863 = -4133023.670722
  nChanged 129
		SP:Iteration 19Q (163407.200000 sec): 3 clusters
  Score: Raw -4138117.641394 + Penalty 5046.838863 = -4133070.802531
  nChanged 107
		SP:Iteration 20F (163407.580000 sec): 3 clusters
  Score: Raw -4138159.820061 + Penalty 5046.838863 = -4133112.981198
  nChanged 78
		SP:Iteration 21Q (163407.920000 sec): 3 clusters
  Score: Raw -4138184.911407 + Penalty 5046.838863 = -4133138.072544
  nChanged 61
		SP:Iteration 22Q (163408.230000 sec): 3 clusters
  Score: Raw -4138200.083640 + Penalty 5046.838863 = -4133153.244778
  nChanged 45
		SP:Iteration 23Q (163408.610000 sec): 3 clusters
  Score: Raw -4138213.628659 + Penalty 5046.838863 = -4133166.789796
  nChanged 46
		SP:Iteration 24Q (163408.920000 sec): 3 clusters
  Score: Raw -4138223.693293 + Penalty 5046.838863 = -4133176.854431
  nChanged 26
		SP:Iteration 25Q (163409.220000 sec): 3 clusters
  Score: Raw -4138229.888669 + Penalty 5046.838863 = -4133183.049807
  nChanged 32
		SP:Iteration 26Q (163409.580000 sec): 3 clusters
  Score: Raw -4138237.633195 + Penalty 5046.838863 = -4133190.794332
  nChanged 26
		SP:Iteration 27Q (163409.890000 sec): 3 clusters
  Score: Raw -4138244.010259 + Penalty 5046.838863 = -4133197.171396
  nChanged 19
		SP:Iteration 28Q (163410.220000 sec): 3 clusters
  Score: Raw -4138248.817125 + Penalty 5046.838863 = -4133201.978262
  nChanged 14
		SP:Iteration 29Q (163410.530000 sec): 3 clusters
  Score: Raw -4138251.350267 + Penalty 5046.838863 = -4133204.511404
  nChanged 8
		SP:Iteration 30Q (163410.880000 sec): 3 clusters
  Score: Raw -4138253.066560 + Penalty 5046.838863 = -4133206.227698
  nChanged 11
		SP:Iteration 31Q (163411.250000 sec): 3 clusters
  Score: Raw -4138255.620267 + Penalty 5046.838863 = -4133208.781404
  nChanged 8
		SP:Iteration 32Q (163411.560000 sec): 3 clusters
  Score: Raw -4138257.406565 + Penalty 5046.838863 = -4133210.567702
  nChanged 6
		SP:Iteration 33Q (163411.880000 sec): 3 clusters
  Score: Raw -4138258.792861 + Penalty 5046.838863 = -4133211.953998
  nChanged 7
		SP:Iteration 34Q (163412.210000 sec): 3 clusters
  Score: Raw -4138260.621526 + Penalty 5046.838863 = -4133213.782663
  nChanged 13
		SP:Iteration 35Q (163412.620000 sec): 3 clusters
  Score: Raw -4138263.905770 + Penalty 5046.838863 = -4133217.066907
  nChanged 7
		SP:Iteration 36Q (163412.930000 sec): 3 clusters
  Score: Raw -4138265.650778 + Penalty 5046.838863 = -4133218.811915
  nChanged 11
		SP:Iteration 37Q (163413.270000 sec): 3 clusters
  Score: Raw -4138267.831181 + Penalty 5046.838863 = -4133220.992318
  nChanged 11
		SP:Iteration 38Q (163413.620000 sec): 3 clusters
  Score: Raw -4138269.753205 + Penalty 5046.838863 = -4133222.914343
  nChanged 11
		SP:Iteration 39Q (163414.030000 sec): 3 clusters
  Score: Raw -4138272.210032 + Penalty 5046.838863 = -4133225.371169
  nChanged 11
		SP:Iteration 40F (163414.410000 sec): 3 clusters
  Score: Raw -4138273.974851 + Penalty 5046.838863 = -4133227.135989
  nChanged 9
		SP:Iteration 41Q (163414.740000 sec): 3 clusters
  Score: Raw -4138275.717707 + Penalty 5046.838863 = -4133228.878845
  nChanged 7
		SP:Iteration 42Q (163415.070000 sec): 3 clusters
  Score: Raw -4138276.843507 + Penalty 5046.838863 = -4133230.004644
  nChanged 7
		SP:Iteration 43Q (163415.400000 sec): 3 clusters
  Score: Raw -4138278.144061 + Penalty 5046.838863 = -4133231.305198
  nChanged 3
		SP:Iteration 44Q (163415.800000 sec): 3 clusters
  Score: Raw -4138278.869769 + Penalty 5046.838863 = -4133232.030907
  nChanged 2
		SP:Iteration 45Q (163416.140000 sec): 3 clusters
  Score: Raw -4138279.158169 + Penalty 5046.838863 = -4133232.319306
  nChanged 3
		SP:Iteration 46Q (163416.480000 sec): 3 clusters
  Score: Raw -4138279.607934 + Penalty 5046.838863 = -4133232.769071
  nChanged 0
		SP:Iteration 47F (163416.860000 sec): 3 clusters
  Score: Raw -4138279.607934 + Penalty 5046.838863 = -4133232.769071
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (7925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163417.000000 sec): 2 clusters
  Score: Raw -1228675.456276 + Penalty 2226.488844 = -1226448.967432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163417.200000 sec): 3 clusters
  Score: Raw -1224547.727658 + Penalty 4452.977689 = -1220094.749969
  nChanged 3285
		SP:Iteration 1F (163417.480000 sec): 3 clusters
  Score: Raw -1226398.349632 + Penalty 4452.977689 = -1221945.371943
  nChanged 613
		SP:Iteration 2F (163417.750000 sec): 3 clusters
  Score: Raw -1226866.103665 + Penalty 4452.977689 = -1222413.125976
  nChanged 559
		SP:Iteration 3F (163417.960000 sec): 3 clusters
  Score: Raw -1227381.087910 + Penalty 4452.977689 = -1222928.110221
  nChanged 562
		SP:Iteration 4F (163418.160000 sec): 3 clusters
  Score: Raw -1227978.094879 + Penalty 4452.977689 = -1223525.117190
  nChanged 568
		SP:Iteration 5F (163418.350000 sec): 3 clusters
  Score: Raw -1228612.862470 + Penalty 4452.977689 = -1224159.884781
  nChanged 529
		SP:Iteration 6F (163418.520000 sec): 3 clusters
  Score: Raw -1229247.096870 + Penalty 4452.977689 = -1224794.119181
  nChanged 475
		SP:Iteration 7F (163418.730000 sec): 3 clusters
  Score: Raw -1229883.580193 + Penalty 4452.977689 = -1225430.602504
  nChanged 402
		SP:Iteration 8F (163418.900000 sec): 3 clusters
  Score: Raw -1230441.229989 + Penalty 4452.977689 = -1225988.252300
  nChanged 313
		SP:Iteration 9Q (163419.170000 sec): 3 clusters
  Score: Raw -1230828.395612 + Penalty 4452.977689 = -1226375.417923
  nChanged 222
		SP:Iteration 10Q (163419.410000 sec): 3 clusters
  Score: Raw -1231005.545624 + Penalty 4452.977689 = -1226552.567935
  nChanged 147
		SP:Iteration 11Q (163419.630000 sec): 3 clusters
  Score: Raw -1231084.525437 + Penalty 4452.977689 = -1226631.547748
  nChanged 99
		SP:Iteration 12Q (163419.860000 sec): 3 clusters
  Score: Raw -1231132.505135 + Penalty 4452.977689 = -1226679.527446
  nChanged 68
		SP:Iteration 13Q (163420.060000 sec): 3 clusters
  Score: Raw -1231161.469204 + Penalty 4452.977689 = -1226708.491515
  nChanged 41
		SP:Iteration 14Q (163420.250000 sec): 3 clusters
  Score: Raw -1231175.255059 + Penalty 4452.977689 = -1226722.277370
  nChanged 25
		SP:Iteration 15Q (163420.440000 sec): 3 clusters
  Score: Raw -1231182.945556 + Penalty 4452.977689 = -1226729.967867
  nChanged 21
		SP:Iteration 16Q (163420.620000 sec): 3 clusters
  Score: Raw -1231188.634783 + Penalty 4452.977689 = -1226735.657094
  nChanged 16
		SP:Iteration 17Q (163420.850000 sec): 3 clusters
  Score: Raw -1231192.008536 + Penalty 4452.977689 = -1226739.030847
  nChanged 9
		SP:Iteration 18Q (163421.040000 sec): 3 clusters
  Score: Raw -1231194.205471 + Penalty 4452.977689 = -1226741.227782
  nChanged 8
		SP:Iteration 19Q (163421.250000 sec): 3 clusters
  Score: Raw -1231196.331430 + Penalty 4452.977689 = -1226743.353741
  nChanged 3
		SP:Iteration 20F (163421.480000 sec): 3 clusters
  Score: Raw -1231196.925845 + Penalty 4452.977689 = -1226743.948156
  nChanged 4
		SP:Iteration 21Q (163421.680000 sec): 3 clusters
  Score: Raw -1231197.877416 + Penalty 4452.977689 = -1226744.899727
  nChanged 3
		SP:Iteration 22Q (163421.910000 sec): 3 clusters
  Score: Raw -1231198.639890 + Penalty 4452.977689 = -1226745.662201
  nChanged 3
		SP:Iteration 23Q (163422.140000 sec): 3 clusters
  Score: Raw -1231199.242042 + Penalty 4452.977689 = -1226746.264354
  nChanged 4
		SP:Iteration 24Q (163422.430000 sec): 3 clusters
  Score: Raw -1231199.903350 + Penalty 4452.977689 = -1226746.925661
  nChanged 3
		SP:Iteration 25Q (163422.690000 sec): 3 clusters
  Score: Raw -1231200.494704 + Penalty 4452.977689 = -1226747.517015
  nChanged 5
		SP:Iteration 26Q (163422.860000 sec): 3 clusters
  Score: Raw -1231201.878783 + Penalty 4452.977689 = -1226748.901094
  nChanged 4
		SP:Iteration 27Q (163423.060000 sec): 3 clusters
  Score: Raw -1231202.664641 + Penalty 4452.977689 = -1226749.686952
  nChanged 5
		SP:Iteration 28Q (163423.270000 sec): 3 clusters
  Score: Raw -1231203.708877 + Penalty 4452.977689 = -1226750.731188
  nChanged 5
		SP:Iteration 29Q (163423.480000 sec): 3 clusters
  Score: Raw -1231204.978429 + Penalty 4452.977689 = -1226752.000740
  nChanged 6
		SP:Iteration 30Q (163423.680000 sec): 3 clusters
  Score: Raw -1231205.687606 + Penalty 4452.977689 = -1226752.709917
  nChanged 4
		SP:Iteration 31Q (163423.920000 sec): 3 clusters
  Score: Raw -1231206.285232 + Penalty 4452.977689 = -1226753.307543
  nChanged 5
		SP:Iteration 32Q (163424.130000 sec): 3 clusters
  Score: Raw -1231206.771828 + Penalty 4452.977689 = -1226753.794139
  nChanged 9
		SP:Iteration 33Q (163424.340000 sec): 3 clusters
  Score: Raw -1231208.104198 + Penalty 4452.977689 = -1226755.126509
  nChanged 5
		SP:Iteration 34Q (163424.570000 sec): 3 clusters
  Score: Raw -1231209.045499 + Penalty 4452.977689 = -1226756.067810
  nChanged 4
		SP:Iteration 35Q (163424.790000 sec): 3 clusters
  Score: Raw -1231209.578174 + Penalty 4452.977689 = -1226756.600485
  nChanged 5
		SP:Iteration 36Q (163424.990000 sec): 3 clusters
  Score: Raw -1231210.645521 + Penalty 4452.977689 = -1226757.667832
  nChanged 5
		SP:Iteration 37Q (163425.250000 sec): 3 clusters
  Score: Raw -1231211.652454 + Penalty 4452.977689 = -1226758.674765
  nChanged 6
		SP:Iteration 38Q (163425.450000 sec): 3 clusters
  Score: Raw -1231213.011874 + Penalty 4452.977689 = -1226760.034185
  nChanged 3
		SP:Iteration 39Q (163425.670000 sec): 3 clusters
  Score: Raw -1231213.900135 + Penalty 4452.977689 = -1226760.922446
  nChanged 8
		SP:Iteration 40F (163425.920000 sec): 3 clusters
  Score: Raw -1231215.497912 + Penalty 4452.977689 = -1226762.520223
  nChanged 6
		SP:Iteration 41Q (163426.130000 sec): 3 clusters
  Score: Raw -1231216.865401 + Penalty 4452.977689 = -1226763.887712
  nChanged 6
		SP:Iteration 42Q (163426.300000 sec): 3 clusters
  Score: Raw -1231217.962336 + Penalty 4452.977689 = -1226764.984647
  nChanged 3
		SP:Iteration 43Q (163426.560000 sec): 3 clusters
  Score: Raw -1231218.962263 + Penalty 4452.977689 = -1226765.984574
  nChanged 6
		SP:Iteration 44Q (163426.780000 sec): 3 clusters
  Score: Raw -1231220.124910 + Penalty 4452.977689 = -1226767.147221
  nChanged 6
		SP:Iteration 45Q (163426.980000 sec): 3 clusters
  Score: Raw -1231220.906627 + Penalty 4452.977689 = -1226767.928938
  nChanged 2
		SP:Iteration 46Q (163427.280000 sec): 3 clusters
  Score: Raw -1231221.234406 + Penalty 4452.977689 = -1226768.256717
  nChanged 4
		SP:Iteration 47Q (163427.530000 sec): 3 clusters
  Score: Raw -1231221.910620 + Penalty 4452.977689 = -1226768.932931
  nChanged 3
		SP:Iteration 48Q (163427.740000 sec): 3 clusters
  Score: Raw -1231223.297758 + Penalty 4452.977689 = -1226770.320069
  nChanged 4
		SP:Iteration 49Q (163427.930000 sec): 3 clusters
  Score: Raw -1231224.114665 + Penalty 4452.977689 = -1226771.136976
  nChanged 5
		SP:Iteration 50Q (163428.180000 sec): 3 clusters
  Score: Raw -1231224.855393 + Penalty 4452.977689 = -1226771.877704
  nChanged 1
		SP:Iteration 51Q (163428.410000 sec): 3 clusters
  Score: Raw -1231224.998977 + Penalty 4452.977689 = -1226772.021288
  nChanged 0
		SP:Iteration 52F (163428.640000 sec): 3 clusters
  Score: Raw -1231224.998977 + Penalty 4452.977689 = -1226772.021288
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (10062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163428.820000 sec): 2 clusters
  Score: Raw -1475197.163612 + Penalty 2285.697265 = -1472911.466347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163429.080000 sec): 3 clusters
  Score: Raw -1469919.065689 + Penalty 4571.394531 = -1465347.671158
  nChanged 4096
		SP:Iteration 1F (163429.300000 sec): 3 clusters
  Score: Raw -1472380.541893 + Penalty 4571.394531 = -1467809.147363
  nChanged 775
		SP:Iteration 2F (163429.540000 sec): 3 clusters
  Score: Raw -1472897.640421 + Penalty 4571.394531 = -1468326.245890
  nChanged 658
		SP:Iteration 3F (163429.810000 sec): 3 clusters
  Score: Raw -1473377.225576 + Penalty 4571.394531 = -1468805.831045
  nChanged 604
		SP:Iteration 4F (163430.060000 sec): 3 clusters
  Score: Raw -1473792.779548 + Penalty 4571.394531 = -1469221.385018
  nChanged 535
		SP:Iteration 5F (163430.280000 sec): 3 clusters
  Score: Raw -1474153.940213 + Penalty 4571.394531 = -1469582.545683
  nChanged 470
		SP:Iteration 6Q (163430.570000 sec): 3 clusters
  Score: Raw -1474465.118903 + Penalty 4571.394531 = -1469893.724372
  nChanged 412
		SP:Iteration 7Q (163430.830000 sec): 3 clusters
  Score: Raw -1474741.240461 + Penalty 4571.394531 = -1470169.845931
  nChanged 387
		SP:Iteration 8Q (163431.080000 sec): 3 clusters
  Score: Raw -1475001.835216 + Penalty 4571.394531 = -1470430.440685
  nChanged 355
		SP:Iteration 9Q (163431.280000 sec): 3 clusters
  Score: Raw -1475212.214348 + Penalty 4571.394531 = -1470640.819818
  nChanged 306
		SP:Iteration 10Q (163431.570000 sec): 3 clusters
  Score: Raw -1475399.514583 + Penalty 4571.394531 = -1470828.120053
  nChanged 293
		SP:Iteration 11Q (163431.840000 sec): 3 clusters
  Score: Raw -1475584.447524 + Penalty 4571.394531 = -1471013.052993
  nChanged 271
		SP:Iteration 12Q (163432.140000 sec): 3 clusters
  Score: Raw -1475738.908843 + Penalty 4571.394531 = -1471167.514313
  nChanged 222
		SP:Iteration 13Q (163432.440000 sec): 3 clusters
  Score: Raw -1475885.296858 + Penalty 4571.394531 = -1471313.902327
  nChanged 204
		SP:Iteration 14Q (163432.690000 sec): 3 clusters
  Score: Raw -1476032.972300 + Penalty 4571.394531 = -1471461.577770
  nChanged 179
		SP:Iteration 15Q (163432.960000 sec): 3 clusters
  Score: Raw -1476161.457340 + Penalty 4571.394531 = -1471590.062809
  nChanged 174
		SP:Iteration 16Q (163433.160000 sec): 3 clusters
  Score: Raw -1476310.529627 + Penalty 4571.394531 = -1471739.135096
  nChanged 164
		SP:Iteration 17Q (163433.490000 sec): 3 clusters
  Score: Raw -1476438.414757 + Penalty 4571.394531 = -1471867.020226
  nChanged 153
		SP:Iteration 18Q (163433.740000 sec): 3 clusters
  Score: Raw -1476545.546351 + Penalty 4571.394531 = -1471974.151820
  nChanged 130
		SP:Iteration 19Q (163434.000000 sec): 3 clusters
  Score: Raw -1476623.834855 + Penalty 4571.394531 = -1472052.440325
  nChanged 104
		SP:Iteration 20F (163434.240000 sec): 3 clusters
  Score: Raw -1476678.628682 + Penalty 4571.394531 = -1472107.234151
  nChanged 101
		SP:Iteration 21Q (163434.500000 sec): 3 clusters
  Score: Raw -1476723.015695 + Penalty 4571.394531 = -1472151.621164
  nChanged 75
		SP:Iteration 22Q (163434.760000 sec): 3 clusters
  Score: Raw -1476751.857842 + Penalty 4571.394531 = -1472180.463311
  nChanged 68
		SP:Iteration 23Q (163435.020000 sec): 3 clusters
  Score: Raw -1476775.524251 + Penalty 4571.394531 = -1472204.129720
  nChanged 43
		SP:Iteration 24Q (163435.260000 sec): 3 clusters
  Score: Raw -1476791.681513 + Penalty 4571.394531 = -1472220.286983
  nChanged 45
		SP:Iteration 25Q (163435.510000 sec): 3 clusters
  Score: Raw -1476806.295607 + Penalty 4571.394531 = -1472234.901076
  nChanged 31
		SP:Iteration 26Q (163435.710000 sec): 3 clusters
  Score: Raw -1476815.802189 + Penalty 4571.394531 = -1472244.407659
  nChanged 26
		SP:Iteration 27Q (163436.000000 sec): 3 clusters
  Score: Raw -1476822.484144 + Penalty 4571.394531 = -1472251.089613
  nChanged 23
		SP:Iteration 28Q (163436.250000 sec): 3 clusters
  Score: Raw -1476828.310491 + Penalty 4571.394531 = -1472256.915960
  nChanged 17
		SP:Iteration 29Q (163436.510000 sec): 3 clusters
  Score: Raw -1476831.990434 + Penalty 4571.394531 = -1472260.595903
  nChanged 14
		SP:Iteration 30Q (163436.780000 sec): 3 clusters
  Score: Raw -1476834.592717 + Penalty 4571.394531 = -1472263.198187
  nChanged 10
		SP:Iteration 31Q (163437.010000 sec): 3 clusters
  Score: Raw -1476836.190804 + Penalty 4571.394531 = -1472264.796273
  nChanged 3
		SP:Iteration 32Q (163437.140000 sec): 3 clusters
  Score: Raw -1476836.517206 + Penalty 4571.394531 = -1472265.122676
  nChanged 1
		SP:Iteration 33Q (163437.350000 sec): 3 clusters
  Score: Raw -1476836.579972 + Penalty 4571.394531 = -1472265.185442
  nChanged 0
		SP:Iteration 34F (163437.520000 sec): 3 clusters
  Score: Raw -1476836.579972 + Penalty 4571.394531 = -1472265.185442
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (26771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163437.760000 sec): 2 clusters
  Score: Raw -4302623.888729 + Penalty 2528.378474 = -4300095.510256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163438.120000 sec): 3 clusters
  Score: Raw -4286541.109889 + Penalty 5056.756948 = -4281484.352941
  nChanged 12017
		SP:Iteration 1F (163438.500000 sec): 3 clusters
  Score: Raw -4293090.562767 + Penalty 5056.756948 = -4288033.805819
  nChanged 1349
		SP:Iteration 2F (163438.860000 sec): 3 clusters
  Score: Raw -4293551.399800 + Penalty 5056.756948 = -4288494.642852
  nChanged 1178
		SP:Iteration 3Q (163439.200000 sec): 3 clusters
  Score: Raw -4294001.962420 + Penalty 5056.756948 = -4288945.205473
  nChanged 1203
		SP:Iteration 4Q (163439.560000 sec): 3 clusters
  Score: Raw -4294550.791444 + Penalty 5056.756948 = -4289494.034497
  nChanged 1334
		SP:Iteration 5Q (163440.010000 sec): 3 clusters
  Score: Raw -4295306.818306 + Penalty 5056.756948 = -4290250.061359
  nChanged 1626
		SP:Iteration 6F (163440.330000 sec): 3 clusters
  Score: Raw -4296349.665509 + Penalty 5056.756948 = -4291292.908561
  nChanged 1778
		SP:Iteration 7F (163440.720000 sec): 3 clusters
  Score: Raw -4297652.119821 + Penalty 5056.756948 = -4292595.362874
  nChanged 1918
		SP:Iteration 8F (163441.060000 sec): 3 clusters
  Score: Raw -4299183.197112 + Penalty 5056.756948 = -4294126.440164
  nChanged 1743
		SP:Iteration 9F (163441.410000 sec): 3 clusters
  Score: Raw -4300685.295107 + Penalty 5056.756948 = -4295628.538160
  nChanged 1354
		SP:Iteration 10F (163441.880000 sec): 3 clusters
  Score: Raw -4301899.749240 + Penalty 5056.756948 = -4296842.992292
  nChanged 920
		SP:Iteration 11Q (163442.320000 sec): 3 clusters
  Score: Raw -4302777.877715 + Penalty 5056.756948 = -4297721.120768
  nChanged 596
		SP:Iteration 12Q (163442.700000 sec): 3 clusters
  Score: Raw -4303419.214199 + Penalty 5056.756948 = -4298362.457251
  nChanged 393
		SP:Iteration 13Q (163443.130000 sec): 3 clusters
  Score: Raw -4303821.419111 + Penalty 5056.756948 = -4298764.662163
  nChanged 271
		SP:Iteration 14Q (163443.550000 sec): 3 clusters
  Score: Raw -4304078.792089 + Penalty 5056.756948 = -4299022.035141
  nChanged 188
		SP:Iteration 15Q (163443.920000 sec): 3 clusters
  Score: Raw -4304230.340982 + Penalty 5056.756948 = -4299173.584035
  nChanged 124
		SP:Iteration 16Q (163444.290000 sec): 3 clusters
  Score: Raw -4304309.856680 + Penalty 5056.756948 = -4299253.099733
  nChanged 82
		SP:Iteration 17Q (163444.640000 sec): 3 clusters
  Score: Raw -4304344.202273 + Penalty 5056.756948 = -4299287.445326
  nChanged 45
		SP:Iteration 18Q (163445.010000 sec): 3 clusters
  Score: Raw -4304359.552465 + Penalty 5056.756948 = -4299302.795517
  nChanged 32
		SP:Iteration 19Q (163445.410000 sec): 3 clusters
  Score: Raw -4304370.264482 + Penalty 5056.756948 = -4299313.507534
  nChanged 34
		SP:Iteration 20F (163445.860000 sec): 3 clusters
  Score: Raw -4304382.873568 + Penalty 5056.756948 = -4299326.116621
  nChanged 26
		SP:Iteration 21Q (163446.300000 sec): 3 clusters
  Score: Raw -4304393.455820 + Penalty 5056.756948 = -4299336.698872
  nChanged 26
		SP:Iteration 22Q (163446.680000 sec): 3 clusters
  Score: Raw -4304403.732981 + Penalty 5056.756948 = -4299346.976034
  nChanged 23
		SP:Iteration 23Q (163447.080000 sec): 3 clusters
  Score: Raw -4304412.454773 + Penalty 5056.756948 = -4299355.697826
  nChanged 18
		SP:Iteration 24Q (163447.450000 sec): 3 clusters
  Score: Raw -4304418.020857 + Penalty 5056.756948 = -4299361.263910
  nChanged 9
		SP:Iteration 25Q (163447.780000 sec): 3 clusters
  Score: Raw -4304420.850693 + Penalty 5056.756948 = -4299364.093746
  nChanged 10
		SP:Iteration 26Q (163448.180000 sec): 3 clusters
  Score: Raw -4304423.328113 + Penalty 5056.756948 = -4299366.571166
  nChanged 7
		SP:Iteration 27Q (163448.560000 sec): 3 clusters
  Score: Raw -4304424.915732 + Penalty 5056.756948 = -4299368.158785
  nChanged 1
		SP:Iteration 28Q (163449.010000 sec): 3 clusters
  Score: Raw -4304425.072120 + Penalty 5056.756948 = -4299368.315172
  nChanged 1
		SP:Iteration 29Q (163449.380000 sec): 3 clusters
  Score: Raw -4304425.443692 + Penalty 5056.756948 = -4299368.686744
  nChanged 0
		SP:Iteration 30F (163449.780000 sec): 3 clusters
  Score: Raw -4304425.443692 + Penalty 5056.756948 = -4299368.686744
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (127745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163450.640000 sec): 2 clusters
  Score: Raw -20732864.278941 + Penalty 2915.932259 = -20729948.346682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163451.680000 sec): 3 clusters
  Score: Raw -20650326.909019 + Penalty 5831.864519 = -20644495.044501
  nChanged 60750
		SP:Iteration 1F (163452.720000 sec): 3 clusters
  Score: Raw -20684936.527652 + Penalty 5831.864519 = -20679104.663134
  nChanged 3720
		SP:Iteration 2Q (163453.900000 sec): 3 clusters
  Score: Raw -20685719.471015 + Penalty 5831.864519 = -20679887.606496
  nChanged 3951
		SP:Iteration 3Q (163455.100000 sec): 3 clusters
  Score: Raw -20686667.800294 + Penalty 5831.864519 = -20680835.935775
  nChanged 4476
		SP:Iteration 4Q (163456.400000 sec): 3 clusters
  Score: Raw -20687963.272670 + Penalty 5831.864519 = -20682131.408151
  nChanged 5267
		SP:Iteration 5Q (163457.740000 sec): 3 clusters
  Score: Raw -20689829.554465 + Penalty 5831.864519 = -20683997.689946
  nChanged 6283
		SP:Iteration 6Q (163458.850000 sec): 3 clusters
  Score: Raw -20692668.831638 + Penalty 5831.864519 = -20686836.967119
  nChanged 7746
		SP:Iteration 7F (163459.940000 sec): 3 clusters
  Score: Raw -20697129.668129 + Penalty 5831.864519 = -20691297.803611
  nChanged 8902
		SP:Iteration 8F (163461.090000 sec): 3 clusters
  Score: Raw -20703420.049325 + Penalty 5831.864519 = -20697588.184806
  nChanged 9432
		SP:Iteration 9F (163462.260000 sec): 3 clusters
  Score: Raw -20711169.392030 + Penalty 5831.864519 = -20705337.527512
  nChanged 8631
		SP:Iteration 10F (163463.370000 sec): 3 clusters
  Score: Raw -20719002.175778 + Penalty 5831.864519 = -20713170.311260
  nChanged 6691
		SP:Iteration 11F (163464.470000 sec): 3 clusters
  Score: Raw -20725203.809545 + Penalty 5831.864519 = -20719371.945026
  nChanged 4223
		SP:Iteration 12Q (163465.640000 sec): 3 clusters
  Score: Raw -20729064.524360 + Penalty 5831.864519 = -20723232.659842
  nChanged 2434
		SP:Iteration 13Q (163466.650000 sec): 3 clusters
  Score: Raw -20731271.523636 + Penalty 5831.864519 = -20725439.659118
  nChanged 1180
		SP:Iteration 14Q (163467.710000 sec): 3 clusters
  Score: Raw -20732324.913777 + Penalty 5831.864519 = -20726493.049258
  nChanged 506
		SP:Iteration 15Q (163468.650000 sec): 3 clusters
  Score: Raw -20732759.518885 + Penalty 5831.864519 = -20726927.654366
  nChanged 223
		SP:Iteration 16Q (163469.650000 sec): 3 clusters
  Score: Raw -20732967.017582 + Penalty 5831.864519 = -20727135.153063
  nChanged 117
		SP:Iteration 17Q (163470.680000 sec): 3 clusters
  Score: Raw -20733080.839717 + Penalty 5831.864519 = -20727248.975199
  nChanged 67
		SP:Iteration 18Q (163471.620000 sec): 3 clusters
  Score: Raw -20733148.608067 + Penalty 5831.864519 = -20727316.743548
  nChanged 40
		SP:Iteration 19Q (163472.610000 sec): 3 clusters
  Score: Raw -20733187.200496 + Penalty 5831.864519 = -20727355.335978
  nChanged 25
		SP:Iteration 20F (163473.680000 sec): 3 clusters
  Score: Raw -20733211.687129 + Penalty 5831.864519 = -20727379.822610
  nChanged 21
		SP:Iteration 21Q (163474.660000 sec): 3 clusters
  Score: Raw -20733229.637073 + Penalty 5831.864519 = -20727397.772554
  nChanged 12
		SP:Iteration 22Q (163475.660000 sec): 3 clusters
  Score: Raw -20733240.470029 + Penalty 5831.864519 = -20727408.605510
  nChanged 12
		SP:Iteration 23Q (163476.620000 sec): 3 clusters
  Score: Raw -20733252.749062 + Penalty 5831.864519 = -20727420.884543
  nChanged 8
		SP:Iteration 24Q (163477.570000 sec): 3 clusters
  Score: Raw -20733260.270511 + Penalty 5831.864519 = -20727428.405992
  nChanged 5
		SP:Iteration 25Q (163478.540000 sec): 3 clusters
  Score: Raw -20733266.570023 + Penalty 5831.864519 = -20727434.705504
  nChanged 6
		SP:Iteration 26Q (163479.520000 sec): 3 clusters
  Score: Raw -20733272.007836 + Penalty 5831.864519 = -20727440.143317
  nChanged 2
		SP:Iteration 27Q (163480.480000 sec): 3 clusters
  Score: Raw -20733273.972688 + Penalty 5831.864519 = -20727442.108170
  nChanged 2
		SP:Iteration 28Q (163481.430000 sec): 3 clusters
  Score: Raw -20733275.251072 + Penalty 5831.864519 = -20727443.386554
  nChanged 1
		SP:Iteration 29Q (163482.370000 sec): 3 clusters
  Score: Raw -20733275.738451 + Penalty 5831.864519 = -20727443.873932
  nChanged 3
		SP:Iteration 30Q (163483.290000 sec): 3 clusters
  Score: Raw -20733278.161830 + Penalty 5831.864519 = -20727446.297311
  nChanged 4
		SP:Iteration 31Q (163484.240000 sec): 3 clusters
  Score: Raw -20733281.941616 + Penalty 5831.864519 = -20727450.077097
  nChanged 3
		SP:Iteration 32Q (163485.270000 sec): 3 clusters
  Score: Raw -20733284.719490 + Penalty 5831.864519 = -20727452.854971
  nChanged 1
		SP:Iteration 33Q (163486.270000 sec): 3 clusters
  Score: Raw -20733285.440126 + Penalty 5831.864519 = -20727453.575607
  nChanged 1
		SP:Iteration 34Q (163487.280000 sec): 3 clusters
  Score: Raw -20733286.605288 + Penalty 5831.864519 = -20727454.740769
  nChanged 1
		SP:Iteration 35Q (163488.260000 sec): 3 clusters
  Score: Raw -20733287.429691 + Penalty 5831.864519 = -20727455.565172
  nChanged 1
		SP:Iteration 36Q (163489.260000 sec): 3 clusters
  Score: Raw -20733288.869709 + Penalty 5831.864519 = -20727457.005190
  nChanged 1
		SP:Iteration 37Q (163490.250000 sec): 3 clusters
  Score: Raw -20733289.206765 + Penalty 5831.864519 = -20727457.342246
  nChanged 0
		SP:Iteration 38F (163491.340000 sec): 3 clusters
  Score: Raw -20733289.206765 + Penalty 5831.864519 = -20727457.342246
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (8056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163491.520000 sec): 2 clusters
  Score: Raw -1140396.604507 + Penalty 2230.554764 = -1138166.049743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163491.860000 sec): 3 clusters
  Score: Raw -1136161.401898 + Penalty 4461.109527 = -1131700.292371
  nChanged 3333
		SP:Iteration 1F (163492.080000 sec): 3 clusters
  Score: Raw -1138188.989938 + Penalty 4461.109527 = -1133727.880411
  nChanged 752
		SP:Iteration 2F (163492.340000 sec): 3 clusters
  Score: Raw -1138827.906265 + Penalty 4461.109527 = -1134366.796738
  nChanged 668
		SP:Iteration 3F (163492.590000 sec): 3 clusters
  Score: Raw -1139405.928877 + Penalty 4461.109527 = -1134944.819349
  nChanged 534
		SP:Iteration 4F (163492.830000 sec): 3 clusters
  Score: Raw -1139850.324960 + Penalty 4461.109527 = -1135389.215433
  nChanged 461
		SP:Iteration 5F (163493.000000 sec): 3 clusters
  Score: Raw -1140208.586362 + Penalty 4461.109527 = -1135747.476834
  nChanged 402
		SP:Iteration 6Q (163493.260000 sec): 3 clusters
  Score: Raw -1140518.515016 + Penalty 4461.109527 = -1136057.405489
  nChanged 375
		SP:Iteration 7Q (163493.470000 sec): 3 clusters
  Score: Raw -1140767.099943 + Penalty 4461.109527 = -1136305.990416
  nChanged 283
		SP:Iteration 8Q (163493.730000 sec): 3 clusters
  Score: Raw -1140951.341413 + Penalty 4461.109527 = -1136490.231886
  nChanged 257
		SP:Iteration 9Q (163493.880000 sec): 3 clusters
  Score: Raw -1141115.650365 + Penalty 4461.109527 = -1136654.540838
  nChanged 243
		SP:Iteration 10Q (163494.120000 sec): 3 clusters
  Score: Raw -1141293.946470 + Penalty 4461.109527 = -1136832.836943
  nChanged 242
		SP:Iteration 11Q (163494.360000 sec): 3 clusters
  Score: Raw -1141453.717159 + Penalty 4461.109527 = -1136992.607632
  nChanged 209
		SP:Iteration 12Q (163494.570000 sec): 3 clusters
  Score: Raw -1141574.291695 + Penalty 4461.109527 = -1137113.182168
  nChanged 168
		SP:Iteration 13Q (163494.760000 sec): 3 clusters
  Score: Raw -1141686.000224 + Penalty 4461.109527 = -1137224.890696
  nChanged 163
		SP:Iteration 14Q (163494.990000 sec): 3 clusters
  Score: Raw -1141778.276799 + Penalty 4461.109527 = -1137317.167272
  nChanged 139
		SP:Iteration 15Q (163495.210000 sec): 3 clusters
  Score: Raw -1141836.834817 + Penalty 4461.109527 = -1137375.725289
  nChanged 92
		SP:Iteration 16Q (163495.440000 sec): 3 clusters
  Score: Raw -1141866.141955 + Penalty 4461.109527 = -1137405.032427
  nChanged 65
		SP:Iteration 17Q (163495.690000 sec): 3 clusters
  Score: Raw -1141883.464184 + Penalty 4461.109527 = -1137422.354657
  nChanged 32
		SP:Iteration 18Q (163495.950000 sec): 3 clusters
  Score: Raw -1141891.081046 + Penalty 4461.109527 = -1137429.971518
  nChanged 31
		SP:Iteration 19Q (163496.110000 sec): 3 clusters
  Score: Raw -1141901.206805 + Penalty 4461.109527 = -1137440.097278
  nChanged 23
		SP:Iteration 20F (163496.330000 sec): 3 clusters
  Score: Raw -1141905.909480 + Penalty 4461.109527 = -1137444.799952
  nChanged 13
		SP:Iteration 21Q (163496.560000 sec): 3 clusters
  Score: Raw -1141908.141607 + Penalty 4461.109527 = -1137447.032080
  nChanged 14
		SP:Iteration 22Q (163496.810000 sec): 3 clusters
  Score: Raw -1141910.661752 + Penalty 4461.109527 = -1137449.552225
  nChanged 11
		SP:Iteration 23Q (163496.980000 sec): 3 clusters
  Score: Raw -1141913.599390 + Penalty 4461.109527 = -1137452.489862
  nChanged 12
		SP:Iteration 24Q (163497.210000 sec): 3 clusters
  Score: Raw -1141915.179248 + Penalty 4461.109527 = -1137454.069721
  nChanged 6
		SP:Iteration 25Q (163497.420000 sec): 3 clusters
  Score: Raw -1141916.024210 + Penalty 4461.109527 = -1137454.914683
  nChanged 8
		SP:Iteration 26Q (163497.650000 sec): 3 clusters
  Score: Raw -1141917.183339 + Penalty 4461.109527 = -1137456.073811
  nChanged 3
		SP:Iteration 27Q (163497.900000 sec): 3 clusters
  Score: Raw -1141917.769042 + Penalty 4461.109527 = -1137456.659514
  nChanged 4
		SP:Iteration 28Q (163498.180000 sec): 3 clusters
  Score: Raw -1141918.323857 + Penalty 4461.109527 = -1137457.214329
  nChanged 2
		SP:Iteration 29Q (163498.490000 sec): 3 clusters
  Score: Raw -1141918.545893 + Penalty 4461.109527 = -1137457.436366
  nChanged 1
		SP:Iteration 30Q (163498.690000 sec): 3 clusters
  Score: Raw -1141918.592729 + Penalty 4461.109527 = -1137457.483201
  nChanged 0
		SP:Iteration 31F (163498.920000 sec): 3 clusters
  Score: Raw -1141918.592729 + Penalty 4461.109527 = -1137457.483201
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (11467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163499.100000 sec): 2 clusters
  Score: Raw -1791066.257033 + Penalty 2318.112699 = -1788748.144334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163499.450000 sec): 3 clusters
  Score: Raw -1784788.476279 + Penalty 4636.225398 = -1780152.250882
  nChanged 4833
		SP:Iteration 1F (163499.720000 sec): 3 clusters
  Score: Raw -1787415.541575 + Penalty 4636.225398 = -1782779.316178
  nChanged 702
		SP:Iteration 2F (163500.060000 sec): 3 clusters
  Score: Raw -1787711.300670 + Penalty 4636.225398 = -1783075.075272
  nChanged 512
		SP:Iteration 3Q (163500.350000 sec): 3 clusters
  Score: Raw -1787891.756441 + Penalty 4636.225398 = -1783255.531043
  nChanged 397
		SP:Iteration 4Q (163500.630000 sec): 3 clusters
  Score: Raw -1788041.733967 + Penalty 4636.225398 = -1783405.508569
  nChanged 336
		SP:Iteration 5Q (163500.940000 sec): 3 clusters
  Score: Raw -1788163.958926 + Penalty 4636.225398 = -1783527.733529
  nChanged 319
		SP:Iteration 6Q (163501.260000 sec): 3 clusters
  Score: Raw -1788274.173763 + Penalty 4636.225398 = -1783637.948365
  nChanged 303
		SP:Iteration 7Q (163501.510000 sec): 3 clusters
  Score: Raw -1788373.493257 + Penalty 4636.225398 = -1783737.267860
  nChanged 264
		SP:Iteration 8Q (163501.810000 sec): 3 clusters
  Score: Raw -1788462.653172 + Penalty 4636.225398 = -1783826.427774
  nChanged 257
		SP:Iteration 9Q (163502.060000 sec): 3 clusters
  Score: Raw -1788537.388257 + Penalty 4636.225398 = -1783901.162860
  nChanged 236
		SP:Iteration 10Q (163502.330000 sec): 3 clusters
  Score: Raw -1788611.090162 + Penalty 4636.225398 = -1783974.864765
  nChanged 238
		SP:Iteration 11Q (163502.580000 sec): 3 clusters
  Score: Raw -1788691.243391 + Penalty 4636.225398 = -1784055.017994
  nChanged 248
		SP:Iteration 12Q (163502.890000 sec): 3 clusters
  Score: Raw -1788772.298126 + Penalty 4636.225398 = -1784136.072728
  nChanged 241
		SP:Iteration 13Q (163503.110000 sec): 3 clusters
  Score: Raw -1788847.796911 + Penalty 4636.225398 = -1784211.571514
  nChanged 228
		SP:Iteration 14Q (163503.370000 sec): 3 clusters
  Score: Raw -1788918.516718 + Penalty 4636.225398 = -1784282.291320
  nChanged 215
		SP:Iteration 15Q (163503.670000 sec): 3 clusters
  Score: Raw -1788993.672578 + Penalty 4636.225398 = -1784357.447181
  nChanged 226
		SP:Iteration 16Q (163503.910000 sec): 3 clusters
  Score: Raw -1789083.051195 + Penalty 4636.225398 = -1784446.825797
  nChanged 260
		SP:Iteration 17Q (163504.220000 sec): 3 clusters
  Score: Raw -1789185.339488 + Penalty 4636.225398 = -1784549.114090
  nChanged 260
		SP:Iteration 18Q (163504.430000 sec): 3 clusters
  Score: Raw -1789294.693439 + Penalty 4636.225398 = -1784658.468041
  nChanged 295
		SP:Iteration 19Q (163504.760000 sec): 3 clusters
  Score: Raw -1789436.772488 + Penalty 4636.225398 = -1784800.547090
  nChanged 297
		SP:Iteration 20F (163504.990000 sec): 3 clusters
  Score: Raw -1789587.873499 + Penalty 4636.225398 = -1784951.648101
  nChanged 307
		SP:Iteration 21Q (163505.250000 sec): 3 clusters
  Score: Raw -1789741.434861 + Penalty 4636.225398 = -1785105.209463
  nChanged 319
		SP:Iteration 22Q (163505.410000 sec): 3 clusters
  Score: Raw -1789903.746369 + Penalty 4636.225398 = -1785267.520972
  nChanged 306
		SP:Iteration 23Q (163505.580000 sec): 3 clusters
  Score: Raw -1790065.543476 + Penalty 4636.225398 = -1785429.318079
  nChanged 258
		SP:Iteration 24Q (163505.810000 sec): 3 clusters
  Score: Raw -1790196.220712 + Penalty 4636.225398 = -1785559.995315
  nChanged 239
		SP:Iteration 25Q (163506.060000 sec): 3 clusters
  Score: Raw -1790319.135367 + Penalty 4636.225398 = -1785682.909969
  nChanged 211
		SP:Iteration 26Q (163506.310000 sec): 3 clusters
  Score: Raw -1790419.366754 + Penalty 4636.225398 = -1785783.141356
  nChanged 186
		SP:Iteration 27Q (163506.450000 sec): 3 clusters
  Score: Raw -1790499.849625 + Penalty 4636.225398 = -1785863.624228
  nChanged 150
		SP:Iteration 28Q (163506.670000 sec): 3 clusters
  Score: Raw -1790558.273030 + Penalty 4636.225398 = -1785922.047633
  nChanged 123
		SP:Iteration 29Q (163506.950000 sec): 3 clusters
  Score: Raw -1790609.750073 + Penalty 4636.225398 = -1785973.524675
  nChanged 131
		SP:Iteration 30Q (163507.160000 sec): 3 clusters
  Score: Raw -1790658.755455 + Penalty 4636.225398 = -1786022.530058
  nChanged 116
		SP:Iteration 31Q (163507.430000 sec): 3 clusters
  Score: Raw -1790704.191962 + Penalty 4636.225398 = -1786067.966564
  nChanged 106
		SP:Iteration 32Q (163507.570000 sec): 3 clusters
  Score: Raw -1790745.429310 + Penalty 4636.225398 = -1786109.203913
  nChanged 98
		SP:Iteration 33Q (163507.820000 sec): 3 clusters
  Score: Raw -1790779.226045 + Penalty 4636.225398 = -1786143.000647
  nChanged 90
		SP:Iteration 34Q (163508.050000 sec): 3 clusters
  Score: Raw -1790812.673167 + Penalty 4636.225398 = -1786176.447770
  nChanged 89
		SP:Iteration 35Q (163508.270000 sec): 3 clusters
  Score: Raw -1790845.746040 + Penalty 4636.225398 = -1786209.520643
  nChanged 77
		SP:Iteration 36Q (163508.570000 sec): 3 clusters
  Score: Raw -1790873.966824 + Penalty 4636.225398 = -1786237.741427
  nChanged 66
		SP:Iteration 37Q (163508.850000 sec): 3 clusters
  Score: Raw -1790901.557221 + Penalty 4636.225398 = -1786265.331824
  nChanged 64
		SP:Iteration 38Q (163509.140000 sec): 3 clusters
  Score: Raw -1790927.423621 + Penalty 4636.225398 = -1786291.198224
  nChanged 68
		SP:Iteration 39Q (163509.410000 sec): 3 clusters
  Score: Raw -1790960.226850 + Penalty 4636.225398 = -1786324.001453
  nChanged 65
		SP:Iteration 40F (163509.710000 sec): 3 clusters
  Score: Raw -1790991.874132 + Penalty 4636.225398 = -1786355.648735
  nChanged 66
		SP:Iteration 41Q (163509.970000 sec): 3 clusters
  Score: Raw -1791018.850057 + Penalty 4636.225398 = -1786382.624659
  nChanged 63
		SP:Iteration 42Q (163510.250000 sec): 3 clusters
  Score: Raw -1791046.031997 + Penalty 4636.225398 = -1786409.806599
  nChanged 69
		SP:Iteration 43Q (163510.530000 sec): 3 clusters
  Score: Raw -1791073.771883 + Penalty 4636.225398 = -1786437.546485
  nChanged 49
		SP:Iteration 44Q (163510.750000 sec): 3 clusters
  Score: Raw -1791094.978533 + Penalty 4636.225398 = -1786458.753136
  nChanged 50
		SP:Iteration 45Q (163511.000000 sec): 3 clusters
  Score: Raw -1791117.858815 + Penalty 4636.225398 = -1786481.633418
  nChanged 44
		SP:Iteration 46Q (163511.290000 sec): 3 clusters
  Score: Raw -1791140.513295 + Penalty 4636.225398 = -1786504.287897
  nChanged 46
		SP:Iteration 47Q (163511.530000 sec): 3 clusters
  Score: Raw -1791161.785002 + Penalty 4636.225398 = -1786525.559604
  nChanged 44
		SP:Iteration 48Q (163511.770000 sec): 3 clusters
  Score: Raw -1791183.172232 + Penalty 4636.225398 = -1786546.946834
  nChanged 37
		SP:Iteration 49Q (163512.070000 sec): 3 clusters
  Score: Raw -1791197.621882 + Penalty 4636.225398 = -1786561.396485
  nChanged 28
		SP:Iteration 50Q (163512.290000 sec): 3 clusters
  Score: Raw -1791210.496109 + Penalty 4636.225398 = -1786574.270711
  nChanged 35
		SP:Iteration 51Q (163512.550000 sec): 3 clusters
  Score: Raw -1791232.669890 + Penalty 4636.225398 = -1786596.444492
  nChanged 40
		SP:Iteration 52Q (163512.810000 sec): 3 clusters
  Score: Raw -1791252.480469 + Penalty 4636.225398 = -1786616.255072
  nChanged 23
		SP:Iteration 53Q (163513.020000 sec): 3 clusters
  Score: Raw -1791265.514650 + Penalty 4636.225398 = -1786629.289252
  nChanged 35
		SP:Iteration 54Q (163513.240000 sec): 3 clusters
  Score: Raw -1791285.177935 + Penalty 4636.225398 = -1786648.952538
  nChanged 31
		SP:Iteration 55Q (163513.470000 sec): 3 clusters
  Score: Raw -1791300.309786 + Penalty 4636.225398 = -1786664.084389
  nChanged 31
		SP:Iteration 56Q (163513.650000 sec): 3 clusters
  Score: Raw -1791315.365012 + Penalty 4636.225398 = -1786679.139615
  nChanged 25
		SP:Iteration 57Q (163513.890000 sec): 3 clusters
  Score: Raw -1791328.707169 + Penalty 4636.225398 = -1786692.481772
  nChanged 22
		SP:Iteration 58Q (163514.060000 sec): 3 clusters
  Score: Raw -1791339.592281 + Penalty 4636.225398 = -1786703.366883
  nChanged 23
		SP:Iteration 59Q (163514.230000 sec): 3 clusters
  Score: Raw -1791353.417061 + Penalty 4636.225398 = -1786717.191663
  nChanged 29
		SP:Iteration 60F (163514.400000 sec): 3 clusters
  Score: Raw -1791374.130794 + Penalty 4636.225398 = -1786737.905397
  nChanged 24
		SP:Iteration 61Q (163514.660000 sec): 3 clusters
  Score: Raw -1791388.997147 + Penalty 4636.225398 = -1786752.771749
  nChanged 23
		SP:Iteration 62Q (163514.830000 sec): 3 clusters
  Score: Raw -1791406.007188 + Penalty 4636.225398 = -1786769.781790
  nChanged 19
		SP:Iteration 63Q (163515.040000 sec): 3 clusters
  Score: Raw -1791415.616194 + Penalty 4636.225398 = -1786779.390797
  nChanged 16
		SP:Iteration 64Q (163515.220000 sec): 3 clusters
  Score: Raw -1791423.487657 + Penalty 4636.225398 = -1786787.262260
  nChanged 13
		SP:Iteration 65Q (163515.370000 sec): 3 clusters
  Score: Raw -1791430.455930 + Penalty 4636.225398 = -1786794.230533
  nChanged 12
		SP:Iteration 66Q (163515.600000 sec): 3 clusters
  Score: Raw -1791438.175474 + Penalty 4636.225398 = -1786801.950077
  nChanged 14
		SP:Iteration 67Q (163515.860000 sec): 3 clusters
  Score: Raw -1791446.037613 + Penalty 4636.225398 = -1786809.812215
  nChanged 15
		SP:Iteration 68Q (163516.090000 sec): 3 clusters
  Score: Raw -1791454.442464 + Penalty 4636.225398 = -1786818.217067
  nChanged 13
		SP:Iteration 69Q (163516.340000 sec): 3 clusters
  Score: Raw -1791462.237865 + Penalty 4636.225398 = -1786826.012468
  nChanged 16
		SP:Iteration 70Q (163516.550000 sec): 3 clusters
  Score: Raw -1791470.831794 + Penalty 4636.225398 = -1786834.606397
  nChanged 17
		SP:Iteration 71Q (163516.820000 sec): 3 clusters
  Score: Raw -1791479.122069 + Penalty 4636.225398 = -1786842.896672
  nChanged 12
		SP:Iteration 72Q (163517.070000 sec): 3 clusters
  Score: Raw -1791487.203753 + Penalty 4636.225398 = -1786850.978355
  nChanged 9
		SP:Iteration 73Q (163517.370000 sec): 3 clusters
  Score: Raw -1791493.607319 + Penalty 4636.225398 = -1786857.381921
  nChanged 3
		SP:Iteration 74Q (163517.660000 sec): 3 clusters
  Score: Raw -1791494.544005 + Penalty 4636.225398 = -1786858.318607
  nChanged 1
		SP:Iteration 75Q (163517.890000 sec): 3 clusters
  Score: Raw -1791494.860483 + Penalty 4636.225398 = -1786858.635086
  nChanged 0
		SP:Iteration 76F (163518.160000 sec): 3 clusters
  Score: Raw -1791494.860483 + Penalty 4636.225398 = -1786858.635086
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (10505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163518.330000 sec): 2 clusters
  Score: Raw -1672538.740054 + Penalty 2296.382440 = -1670242.357613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163518.600000 sec): 3 clusters
  Score: Raw -1666764.558435 + Penalty 4592.764880 = -1662171.793555
  nChanged 4420
		SP:Iteration 1F (163518.800000 sec): 3 clusters
  Score: Raw -1669313.236591 + Penalty 4592.764880 = -1664720.471711
  nChanged 864
		SP:Iteration 2F (163519.070000 sec): 3 clusters
  Score: Raw -1669941.844160 + Penalty 4592.764880 = -1665349.079280
  nChanged 840
		SP:Iteration 3F (163519.300000 sec): 3 clusters
  Score: Raw -1670644.635616 + Penalty 4592.764880 = -1666051.870736
  nChanged 823
		SP:Iteration 4F (163519.590000 sec): 3 clusters
  Score: Raw -1671457.549629 + Penalty 4592.764880 = -1666864.784749
  nChanged 828
		SP:Iteration 5F (163519.850000 sec): 3 clusters
  Score: Raw -1672219.755677 + Penalty 4592.764880 = -1667626.990796
  nChanged 644
		SP:Iteration 6F (163520.110000 sec): 3 clusters
  Score: Raw -1672728.437484 + Penalty 4592.764880 = -1668135.672604
  nChanged 444
		SP:Iteration 7Q (163520.490000 sec): 3 clusters
  Score: Raw -1673025.474956 + Penalty 4592.764880 = -1668432.710076
  nChanged 345
		SP:Iteration 8Q (163520.750000 sec): 3 clusters
  Score: Raw -1673211.131495 + Penalty 4592.764880 = -1668618.366614
  nChanged 255
		SP:Iteration 9Q (163520.990000 sec): 3 clusters
  Score: Raw -1673327.735676 + Penalty 4592.764880 = -1668734.970796
  nChanged 177
		SP:Iteration 10Q (163521.260000 sec): 3 clusters
  Score: Raw -1673397.646783 + Penalty 4592.764880 = -1668804.881903
  nChanged 137
		SP:Iteration 11Q (163521.490000 sec): 3 clusters
  Score: Raw -1673441.776394 + Penalty 4592.764880 = -1668849.011513
  nChanged 107
		SP:Iteration 12Q (163521.720000 sec): 3 clusters
  Score: Raw -1673473.834181 + Penalty 4592.764880 = -1668881.069301
  nChanged 100
		SP:Iteration 13Q (163521.990000 sec): 3 clusters
  Score: Raw -1673503.309595 + Penalty 4592.764880 = -1668910.544715
  nChanged 96
		SP:Iteration 14Q (163522.230000 sec): 3 clusters
  Score: Raw -1673530.171489 + Penalty 4592.764880 = -1668937.406609
  nChanged 100
		SP:Iteration 15Q (163522.500000 sec): 3 clusters
  Score: Raw -1673561.962879 + Penalty 4592.764880 = -1668969.197999
  nChanged 102
		SP:Iteration 16Q (163522.770000 sec): 3 clusters
  Score: Raw -1673593.238199 + Penalty 4592.764880 = -1669000.473319
  nChanged 94
		SP:Iteration 17Q (163523.010000 sec): 3 clusters
  Score: Raw -1673620.323546 + Penalty 4592.764880 = -1669027.558666
  nChanged 93
		SP:Iteration 18Q (163523.190000 sec): 3 clusters
  Score: Raw -1673644.523643 + Penalty 4592.764880 = -1669051.758763
  nChanged 67
		SP:Iteration 19Q (163523.390000 sec): 3 clusters
  Score: Raw -1673659.497813 + Penalty 4592.764880 = -1669066.732933
  nChanged 64
		SP:Iteration 20F (163523.570000 sec): 3 clusters
  Score: Raw -1673673.703994 + Penalty 4592.764880 = -1669080.939113
  nChanged 64
		SP:Iteration 21Q (163523.760000 sec): 3 clusters
  Score: Raw -1673688.441887 + Penalty 4592.764880 = -1669095.677007
  nChanged 65
		SP:Iteration 22Q (163523.990000 sec): 3 clusters
  Score: Raw -1673706.409964 + Penalty 4592.764880 = -1669113.645084
  nChanged 82
		SP:Iteration 23Q (163524.270000 sec): 3 clusters
  Score: Raw -1673727.891841 + Penalty 4592.764880 = -1669135.126961
  nChanged 73
		SP:Iteration 24Q (163524.500000 sec): 3 clusters
  Score: Raw -1673744.463027 + Penalty 4592.764880 = -1669151.698146
  nChanged 58
		SP:Iteration 25Q (163524.730000 sec): 3 clusters
  Score: Raw -1673756.794416 + Penalty 4592.764880 = -1669164.029536
  nChanged 51
		SP:Iteration 26Q (163525.010000 sec): 3 clusters
  Score: Raw -1673766.254324 + Penalty 4592.764880 = -1669173.489444
  nChanged 47
		SP:Iteration 27Q (163525.250000 sec): 3 clusters
  Score: Raw -1673775.536401 + Penalty 4592.764880 = -1669182.771521
  nChanged 45
		SP:Iteration 28Q (163525.490000 sec): 3 clusters
  Score: Raw -1673784.267219 + Penalty 4592.764880 = -1669191.502339
  nChanged 39
		SP:Iteration 29Q (163525.720000 sec): 3 clusters
  Score: Raw -1673791.066422 + Penalty 4592.764880 = -1669198.301542
  nChanged 36
		SP:Iteration 30Q (163525.950000 sec): 3 clusters
  Score: Raw -1673796.957178 + Penalty 4592.764880 = -1669204.192297
  nChanged 33
		SP:Iteration 31Q (163526.180000 sec): 3 clusters
  Score: Raw -1673802.062955 + Penalty 4592.764880 = -1669209.298075
  nChanged 29
		SP:Iteration 32Q (163526.370000 sec): 3 clusters
  Score: Raw -1673807.158185 + Penalty 4592.764880 = -1669214.393305
  nChanged 36
		SP:Iteration 33Q (163526.570000 sec): 3 clusters
  Score: Raw -1673812.994974 + Penalty 4592.764880 = -1669220.230094
  nChanged 28
		SP:Iteration 34Q (163526.760000 sec): 3 clusters
  Score: Raw -1673818.840817 + Penalty 4592.764880 = -1669226.075937
  nChanged 28
		SP:Iteration 35Q (163526.950000 sec): 3 clusters
  Score: Raw -1673823.626920 + Penalty 4592.764880 = -1669230.862040
  nChanged 25
		SP:Iteration 36Q (163527.140000 sec): 3 clusters
  Score: Raw -1673828.725657 + Penalty 4592.764880 = -1669235.960777
  nChanged 31
		SP:Iteration 37Q (163527.330000 sec): 3 clusters
  Score: Raw -1673834.935303 + Penalty 4592.764880 = -1669242.170423
  nChanged 39
		SP:Iteration 38Q (163527.520000 sec): 3 clusters
  Score: Raw -1673842.809237 + Penalty 4592.764880 = -1669250.044357
  nChanged 37
		SP:Iteration 39Q (163527.710000 sec): 3 clusters
  Score: Raw -1673848.819850 + Penalty 4592.764880 = -1669256.054970
  nChanged 29
		SP:Iteration 40F (163527.900000 sec): 3 clusters
  Score: Raw -1673854.110820 + Penalty 4592.764880 = -1669261.345940
  nChanged 19
		SP:Iteration 41Q (163528.090000 sec): 3 clusters
  Score: Raw -1673857.514740 + Penalty 4592.764880 = -1669264.749859
  nChanged 22
		SP:Iteration 42Q (163528.280000 sec): 3 clusters
  Score: Raw -1673862.310693 + Penalty 4592.764880 = -1669269.545813
  nChanged 34
		SP:Iteration 43Q (163528.480000 sec): 3 clusters
  Score: Raw -1673869.712047 + Penalty 4592.764880 = -1669276.947166
  nChanged 36
		SP:Iteration 44Q (163528.670000 sec): 3 clusters
  Score: Raw -1673876.913043 + Penalty 4592.764880 = -1669284.148162
  nChanged 36
		SP:Iteration 45Q (163528.860000 sec): 3 clusters
  Score: Raw -1673883.720585 + Penalty 4592.764880 = -1669290.955705
  nChanged 32
		SP:Iteration 46Q (163529.050000 sec): 3 clusters
  Score: Raw -1673888.718165 + Penalty 4592.764880 = -1669295.953284
  nChanged 24
		SP:Iteration 47Q (163529.240000 sec): 3 clusters
  Score: Raw -1673892.682874 + Penalty 4592.764880 = -1669299.917994
  nChanged 21
		SP:Iteration 48Q (163529.430000 sec): 3 clusters
  Score: Raw -1673895.788799 + Penalty 4592.764880 = -1669303.023918
  nChanged 15
		SP:Iteration 49Q (163529.620000 sec): 3 clusters
  Score: Raw -1673898.169862 + Penalty 4592.764880 = -1669305.404982
  nChanged 10
		SP:Iteration 50Q (163529.820000 sec): 3 clusters
  Score: Raw -1673899.978754 + Penalty 4592.764880 = -1669307.213874
  nChanged 12
		SP:Iteration 51Q (163530.000000 sec): 3 clusters
  Score: Raw -1673901.889895 + Penalty 4592.764880 = -1669309.125015
  nChanged 12
		SP:Iteration 52Q (163530.200000 sec): 3 clusters
  Score: Raw -1673904.003186 + Penalty 4592.764880 = -1669311.238306
  nChanged 14
		SP:Iteration 53Q (163530.390000 sec): 3 clusters
  Score: Raw -1673906.223120 + Penalty 4592.764880 = -1669313.458240
  nChanged 10
		SP:Iteration 54Q (163530.580000 sec): 3 clusters
  Score: Raw -1673907.647255 + Penalty 4592.764880 = -1669314.882375
  nChanged 6
		SP:Iteration 55Q (163530.770000 sec): 3 clusters
  Score: Raw -1673908.574015 + Penalty 4592.764880 = -1669315.809134
  nChanged 11
		SP:Iteration 56Q (163530.970000 sec): 3 clusters
  Score: Raw -1673910.303934 + Penalty 4592.764880 = -1669317.539053
  nChanged 13
		SP:Iteration 57Q (163531.160000 sec): 3 clusters
  Score: Raw -1673912.537443 + Penalty 4592.764880 = -1669319.772563
  nChanged 15
		SP:Iteration 58Q (163531.350000 sec): 3 clusters
  Score: Raw -1673915.013780 + Penalty 4592.764880 = -1669322.248900
  nChanged 20
		SP:Iteration 59Q (163531.540000 sec): 3 clusters
  Score: Raw -1673919.137915 + Penalty 4592.764880 = -1669326.373034
  nChanged 15
		SP:Iteration 60F (163531.730000 sec): 3 clusters
  Score: Raw -1673922.834100 + Penalty 4592.764880 = -1669330.069220
  nChanged 16
		SP:Iteration 61Q (163531.920000 sec): 3 clusters
  Score: Raw -1673925.416816 + Penalty 4592.764880 = -1669332.651936
  nChanged 7
		SP:Iteration 62Q (163532.110000 sec): 3 clusters
  Score: Raw -1673926.729105 + Penalty 4592.764880 = -1669333.964225
  nChanged 9
		SP:Iteration 63Q (163532.300000 sec): 3 clusters
  Score: Raw -1673928.457159 + Penalty 4592.764880 = -1669335.692279
  nChanged 9
		SP:Iteration 64Q (163532.490000 sec): 3 clusters
  Score: Raw -1673930.036356 + Penalty 4592.764880 = -1669337.271475
  nChanged 9
		SP:Iteration 65Q (163532.680000 sec): 3 clusters
  Score: Raw -1673931.267330 + Penalty 4592.764880 = -1669338.502450
  nChanged 4
		SP:Iteration 66Q (163532.870000 sec): 3 clusters
  Score: Raw -1673931.754913 + Penalty 4592.764880 = -1669338.990032
  nChanged 3
		SP:Iteration 67Q (163533.070000 sec): 3 clusters
  Score: Raw -1673932.176193 + Penalty 4592.764880 = -1669339.411313
  nChanged 1
		SP:Iteration 68Q (163533.260000 sec): 3 clusters
  Score: Raw -1673932.291873 + Penalty 4592.764880 = -1669339.526993
  nChanged 0
		SP:Iteration 69F (163533.450000 sec): 3 clusters
  Score: Raw -1673932.291873 + Penalty 4592.764880 = -1669339.526993
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 21 (8257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163533.550000 sec): 2 clusters
  Score: Raw -1265228.783820 + Penalty 2236.666518 = -1262992.117302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163533.790000 sec): 3 clusters
  Score: Raw -1261016.417772 + Penalty 4473.333036 = -1256543.084736
  nChanged 3314
		SP:Iteration 1F (163534.000000 sec): 3 clusters
  Score: Raw -1262864.553514 + Penalty 4473.333036 = -1258391.220478
  nChanged 575
		SP:Iteration 2F (163534.210000 sec): 3 clusters
  Score: Raw -1263209.454324 + Penalty 4473.333036 = -1258736.121288
  nChanged 510
		SP:Iteration 3F (163534.430000 sec): 3 clusters
  Score: Raw -1263526.291278 + Penalty 4473.333036 = -1259052.958242
  nChanged 435
		SP:Iteration 4F (163534.640000 sec): 3 clusters
  Score: Raw -1263779.936810 + Penalty 4473.333036 = -1259306.603774
  nChanged 420
		SP:Iteration 5F (163534.850000 sec): 3 clusters
  Score: Raw -1264049.287451 + Penalty 4473.333036 = -1259575.954416
  nChanged 441
		SP:Iteration 6F (163535.060000 sec): 3 clusters
  Score: Raw -1264356.646813 + Penalty 4473.333036 = -1259883.313777
  nChanged 435
		SP:Iteration 7F (163535.280000 sec): 3 clusters
  Score: Raw -1264684.703954 + Penalty 4473.333036 = -1260211.370918
  nChanged 433
		SP:Iteration 8F (163535.490000 sec): 3 clusters
  Score: Raw -1265029.816659 + Penalty 4473.333036 = -1260556.483623
  nChanged 394
		SP:Iteration 9Q (163535.710000 sec): 3 clusters
  Score: Raw -1265343.871350 + Penalty 4473.333036 = -1260870.538315
  nChanged 321
		SP:Iteration 10Q (163535.920000 sec): 3 clusters
  Score: Raw -1265580.980966 + Penalty 4473.333036 = -1261107.647930
  nChanged 246
		SP:Iteration 11Q (163536.140000 sec): 3 clusters
  Score: Raw -1265749.011448 + Penalty 4473.333036 = -1261275.678412
  nChanged 189
		SP:Iteration 12Q (163536.440000 sec): 3 clusters
  Score: Raw -1265882.089212 + Penalty 4473.333036 = -1261408.756176
  nChanged 156
		SP:Iteration 13Q (163536.610000 sec): 3 clusters
  Score: Raw -1265972.595975 + Penalty 4473.333036 = -1261499.262939
  nChanged 115
		SP:Iteration 14Q (163536.920000 sec): 3 clusters
  Score: Raw -1266045.128716 + Penalty 4473.333036 = -1261571.795681
  nChanged 95
		SP:Iteration 15Q (163537.100000 sec): 3 clusters
  Score: Raw -1266104.989711 + Penalty 4473.333036 = -1261631.656675
  nChanged 79
		SP:Iteration 16Q (163537.400000 sec): 3 clusters
  Score: Raw -1266151.759689 + Penalty 4473.333036 = -1261678.426653
  nChanged 55
		SP:Iteration 17Q (163537.570000 sec): 3 clusters
  Score: Raw -1266186.039489 + Penalty 4473.333036 = -1261712.706453
  nChanged 43
		SP:Iteration 18Q (163537.880000 sec): 3 clusters
  Score: Raw -1266214.246870 + Penalty 4473.333036 = -1261740.913834
  nChanged 29
		SP:Iteration 19Q (163538.050000 sec): 3 clusters
  Score: Raw -1266233.522260 + Penalty 4473.333036 = -1261760.189224
  nChanged 22
		SP:Iteration 20F (163538.360000 sec): 3 clusters
  Score: Raw -1266244.495047 + Penalty 4473.333036 = -1261771.162011
  nChanged 10
		SP:Iteration 21Q (163538.530000 sec): 3 clusters
  Score: Raw -1266248.821007 + Penalty 4473.333036 = -1261775.487971
  nChanged 8
		SP:Iteration 22Q (163538.740000 sec): 3 clusters
  Score: Raw -1266253.831024 + Penalty 4473.333036 = -1261780.497988
  nChanged 9
		SP:Iteration 23Q (163538.960000 sec): 3 clusters
  Score: Raw -1266257.941385 + Penalty 4473.333036 = -1261784.608350
  nChanged 2
		SP:Iteration 24Q (163539.180000 sec): 3 clusters
  Score: Raw -1266258.480859 + Penalty 4473.333036 = -1261785.147823
  nChanged 1
		SP:Iteration 25Q (163539.400000 sec): 3 clusters
  Score: Raw -1266259.268574 + Penalty 4473.333036 = -1261785.935538
  nChanged 2
		SP:Iteration 26Q (163539.620000 sec): 3 clusters
  Score: Raw -1266259.828326 + Penalty 4473.333036 = -1261786.495290
  nChanged 1
		SP:Iteration 27Q (163539.840000 sec): 3 clusters
  Score: Raw -1266260.189905 + Penalty 4473.333036 = -1261786.856869
  nChanged 1
		SP:Iteration 28Q (163540.060000 sec): 3 clusters
  Score: Raw -1266260.552937 + Penalty 4473.333036 = -1261787.219901
  nChanged 0
		SP:Iteration 29F (163540.280000 sec): 3 clusters
  Score: Raw -1266260.552937 + Penalty 4473.333036 = -1261787.219901
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 22 (12303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163540.440000 sec): 2 clusters
  Score: Raw -1869505.953680 + Penalty 2335.564407 = -1867170.389274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163540.760000 sec): 3 clusters
  Score: Raw -1862691.621693 + Penalty 4671.128813 = -1858020.492879
  nChanged 5252
		SP:Iteration 1F (163541.000000 sec): 3 clusters
  Score: Raw -1865582.588800 + Penalty 4671.128813 = -1860911.459986
  nChanged 854
		SP:Iteration 2F (163541.300000 sec): 3 clusters
  Score: Raw -1866040.531659 + Penalty 4671.128813 = -1861369.402845
  nChanged 753
		SP:Iteration 3F (163541.610000 sec): 3 clusters
  Score: Raw -1866555.279751 + Penalty 4671.128813 = -1861884.150938
  nChanged 791
		SP:Iteration 4F (163541.920000 sec): 3 clusters
  Score: Raw -1867162.835476 + Penalty 4671.128813 = -1862491.706663
  nChanged 788
		SP:Iteration 5F (163542.260000 sec): 3 clusters
  Score: Raw -1867730.858996 + Penalty 4671.128813 = -1863059.730183
  nChanged 703
		SP:Iteration 6F (163542.550000 sec): 3 clusters
  Score: Raw -1868267.290758 + Penalty 4671.128813 = -1863596.161945
  nChanged 663
		SP:Iteration 7F (163542.850000 sec): 3 clusters
  Score: Raw -1868816.859563 + Penalty 4671.128813 = -1864145.730750
  nChanged 584
		SP:Iteration 8Q (163543.080000 sec): 3 clusters
  Score: Raw -1869317.995315 + Penalty 4671.128813 = -1864646.866502
  nChanged 494
		SP:Iteration 9Q (163543.360000 sec): 3 clusters
  Score: Raw -1869748.051144 + Penalty 4671.128813 = -1865076.922331
  nChanged 419
		SP:Iteration 10Q (163543.600000 sec): 3 clusters
  Score: Raw -1870103.248586 + Penalty 4671.128813 = -1865432.119773
  nChanged 345
		SP:Iteration 11Q (163543.920000 sec): 3 clusters
  Score: Raw -1870334.862452 + Penalty 4671.128813 = -1865663.733638
  nChanged 254
		SP:Iteration 12Q (163544.140000 sec): 3 clusters
  Score: Raw -1870486.723694 + Penalty 4671.128813 = -1865815.594881
  nChanged 198
		SP:Iteration 13Q (163544.390000 sec): 3 clusters
  Score: Raw -1870580.054795 + Penalty 4671.128813 = -1865908.925982
  nChanged 129
		SP:Iteration 14Q (163544.690000 sec): 3 clusters
  Score: Raw -1870643.441692 + Penalty 4671.128813 = -1865972.312879
  nChanged 115
		SP:Iteration 15Q (163545.020000 sec): 3 clusters
  Score: Raw -1870692.451100 + Penalty 4671.128813 = -1866021.322287
  nChanged 91
		SP:Iteration 16Q (163545.250000 sec): 3 clusters
  Score: Raw -1870721.246940 + Penalty 4671.128813 = -1866050.118126
  nChanged 67
		SP:Iteration 17Q (163545.550000 sec): 3 clusters
  Score: Raw -1870745.701252 + Penalty 4671.128813 = -1866074.572439
  nChanged 58
		SP:Iteration 18Q (163545.870000 sec): 3 clusters
  Score: Raw -1870763.573036 + Penalty 4671.128813 = -1866092.444222
  nChanged 51
		SP:Iteration 19Q (163546.130000 sec): 3 clusters
  Score: Raw -1870776.159549 + Penalty 4671.128813 = -1866105.030735
  nChanged 34
		SP:Iteration 20F (163546.420000 sec): 3 clusters
  Score: Raw -1870783.976406 + Penalty 4671.128813 = -1866112.847592
  nChanged 22
		SP:Iteration 21Q (163546.640000 sec): 3 clusters
  Score: Raw -1870787.563018 + Penalty 4671.128813 = -1866116.434205
  nChanged 13
		SP:Iteration 22Q (163546.950000 sec): 3 clusters
  Score: Raw -1870789.597518 + Penalty 4671.128813 = -1866118.468705
  nChanged 9
		SP:Iteration 23Q (163547.210000 sec): 3 clusters
  Score: Raw -1870790.779421 + Penalty 4671.128813 = -1866119.650608
  nChanged 3
		SP:Iteration 24Q (163547.510000 sec): 3 clusters
  Score: Raw -1870791.399563 + Penalty 4671.128813 = -1866120.270750
  nChanged 3
		SP:Iteration 25Q (163547.800000 sec): 3 clusters
  Score: Raw -1870791.984982 + Penalty 4671.128813 = -1866120.856168
  nChanged 3
		SP:Iteration 26Q (163548.050000 sec): 3 clusters
  Score: Raw -1870792.471085 + Penalty 4671.128813 = -1866121.342271
  nChanged 1
		SP:Iteration 27Q (163548.290000 sec): 3 clusters
  Score: Raw -1870792.751660 + Penalty 4671.128813 = -1866121.622847
  nChanged 3
		SP:Iteration 28Q (163548.580000 sec): 3 clusters
  Score: Raw -1870792.906566 + Penalty 4671.128813 = -1866121.777753
  nChanged 3
		SP:Iteration 29Q (163548.830000 sec): 3 clusters
  Score: Raw -1870793.116543 + Penalty 4671.128813 = -1866121.987730
  nChanged 0
		SP:Iteration 30F (163549.000000 sec): 3 clusters
  Score: Raw -1870793.116543 + Penalty 4671.128813 = -1866121.987730
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 23 (4509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163549.170000 sec): 2 clusters
  Score: Raw -616407.801040 + Penalty 2086.630008 = -614321.171031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163549.310000 sec): 3 clusters
  Score: Raw -614356.432453 + Penalty 4173.260016 = -610183.172437
  nChanged 1739
		SP:Iteration 1F (163549.480000 sec): 3 clusters
  Score: Raw -615710.043508 + Penalty 4173.260016 = -611536.783491
  nChanged 445
		SP:Iteration 2F (163549.740000 sec): 3 clusters
  Score: Raw -616188.675522 + Penalty 4173.260016 = -612015.415505
  nChanged 342
		SP:Iteration 3F (163549.920000 sec): 3 clusters
  Score: Raw -616532.568507 + Penalty 4173.260016 = -612359.308490
  nChanged 228
		SP:Iteration 4F (163550.050000 sec): 3 clusters
  Score: Raw -616731.733109 + Penalty 4173.260016 = -612558.473092
  nChanged 178
		SP:Iteration 5Q (163550.250000 sec): 3 clusters
  Score: Raw -616863.817117 + Penalty 4173.260016 = -612690.557101
  nChanged 136
		SP:Iteration 6Q (163550.420000 sec): 3 clusters
  Score: Raw -616997.297281 + Penalty 4173.260016 = -612824.037264
  nChanged 153
		SP:Iteration 7Q (163550.580000 sec): 3 clusters
  Score: Raw -617139.331738 + Penalty 4173.260016 = -612966.071722
  nChanged 136
		SP:Iteration 8Q (163550.780000 sec): 3 clusters
  Score: Raw -617252.031070 + Penalty 4173.260016 = -613078.771054
  nChanged 128
		SP:Iteration 9Q (163550.910000 sec): 3 clusters
  Score: Raw -617357.323315 + Penalty 4173.260016 = -613184.063298
  nChanged 126
		SP:Iteration 10Q (163551.110000 sec): 3 clusters
  Score: Raw -617466.229129 + Penalty 4173.260016 = -613292.969112
  nChanged 104
		SP:Iteration 11Q (163551.300000 sec): 3 clusters
  Score: Raw -617535.729395 + Penalty 4173.260016 = -613362.469379
  nChanged 86
		SP:Iteration 12Q (163551.490000 sec): 3 clusters
  Score: Raw -617594.546766 + Penalty 4173.260016 = -613421.286750
  nChanged 82
		SP:Iteration 13Q (163551.660000 sec): 3 clusters
  Score: Raw -617647.229751 + Penalty 4173.260016 = -613473.969734
  nChanged 75
		SP:Iteration 14Q (163551.870000 sec): 3 clusters
  Score: Raw -617689.345976 + Penalty 4173.260016 = -613516.085960
  nChanged 75
		SP:Iteration 15Q (163552.010000 sec): 3 clusters
  Score: Raw -617730.916340 + Penalty 4173.260016 = -613557.656323
  nChanged 66
		SP:Iteration 16Q (163552.170000 sec): 3 clusters
  Score: Raw -617767.277736 + Penalty 4173.260016 = -613594.017720
  nChanged 58
		SP:Iteration 17Q (163552.360000 sec): 3 clusters
  Score: Raw -617795.181368 + Penalty 4173.260016 = -613621.921352
  nChanged 47
		SP:Iteration 18Q (163552.550000 sec): 3 clusters
  Score: Raw -617813.753392 + Penalty 4173.260016 = -613640.493375
  nChanged 36
		SP:Iteration 19Q (163552.670000 sec): 3 clusters
  Score: Raw -617830.519084 + Penalty 4173.260016 = -613657.259068
  nChanged 35
		SP:Iteration 20F (163552.900000 sec): 3 clusters
  Score: Raw -617845.962004 + Penalty 4173.260016 = -613672.701987
  nChanged 32
		SP:Iteration 21Q (163553.030000 sec): 3 clusters
  Score: Raw -617857.316938 + Penalty 4173.260016 = -613684.056922
  nChanged 27
		SP:Iteration 22Q (163553.250000 sec): 3 clusters
  Score: Raw -617869.726544 + Penalty 4173.260016 = -613696.466527
  nChanged 30
		SP:Iteration 23Q (163553.390000 sec): 3 clusters
  Score: Raw -617883.983956 + Penalty 4173.260016 = -613710.723939
  nChanged 28
		SP:Iteration 24Q (163553.570000 sec): 3 clusters
  Score: Raw -617897.013641 + Penalty 4173.260016 = -613723.753625
  nChanged 31
		SP:Iteration 25Q (163553.760000 sec): 3 clusters
  Score: Raw -617912.150200 + Penalty 4173.260016 = -613738.890183
  nChanged 34
		SP:Iteration 26Q (163553.940000 sec): 3 clusters
  Score: Raw -617924.652386 + Penalty 4173.260016 = -613751.392370
  nChanged 23
		SP:Iteration 27Q (163554.080000 sec): 3 clusters
  Score: Raw -617936.410249 + Penalty 4173.260016 = -613763.150233
  nChanged 20
		SP:Iteration 28Q (163554.280000 sec): 3 clusters
  Score: Raw -617949.057433 + Penalty 4173.260016 = -613775.797416
  nChanged 27
		SP:Iteration 29Q (163554.450000 sec): 3 clusters
  Score: Raw -617963.812758 + Penalty 4173.260016 = -613790.552741
  nChanged 36
		SP:Iteration 30Q (163554.640000 sec): 3 clusters
  Score: Raw -617987.240813 + Penalty 4173.260016 = -613813.980797
  nChanged 41
		SP:Iteration 31Q (163554.770000 sec): 3 clusters
  Score: Raw -618014.264122 + Penalty 4173.260016 = -613841.004106
  nChanged 57
		SP:Iteration 32Q (163554.920000 sec): 3 clusters
  Score: Raw -618058.639330 + Penalty 4173.260016 = -613885.379314
  nChanged 43
		SP:Iteration 33Q (163555.130000 sec): 3 clusters
  Score: Raw -618089.914219 + Penalty 4173.260016 = -613916.654203
  nChanged 38
		SP:Iteration 34Q (163555.270000 sec): 3 clusters
  Score: Raw -618108.784286 + Penalty 4173.260016 = -613935.524270
  nChanged 37
		SP:Iteration 35Q (163555.420000 sec): 3 clusters
  Score: Raw -618125.276499 + Penalty 4173.260016 = -613952.016482
  nChanged 22
		SP:Iteration 36Q (163555.640000 sec): 3 clusters
  Score: Raw -618133.717486 + Penalty 4173.260016 = -613960.457470
  nChanged 21
		SP:Iteration 37Q (163555.770000 sec): 3 clusters
  Score: Raw -618143.366684 + Penalty 4173.260016 = -613970.106668
  nChanged 12
		SP:Iteration 38Q (163555.920000 sec): 3 clusters
  Score: Raw -618148.585930 + Penalty 4173.260016 = -613975.325914
  nChanged 9
		SP:Iteration 39Q (163556.060000 sec): 3 clusters
  Score: Raw -618153.961375 + Penalty 4173.260016 = -613980.701358
  nChanged 13
		SP:Iteration 40F (163556.250000 sec): 3 clusters
  Score: Raw -618163.796128 + Penalty 4173.260016 = -613990.536112
  nChanged 18
		SP:Iteration 41Q (163556.390000 sec): 3 clusters
  Score: Raw -618175.346347 + Penalty 4173.260016 = -614002.086330
  nChanged 19
		SP:Iteration 42Q (163556.540000 sec): 3 clusters
  Score: Raw -618184.042579 + Penalty 4173.260016 = -614010.782563
  nChanged 10
		SP:Iteration 43Q (163556.730000 sec): 3 clusters
  Score: Raw -618190.255174 + Penalty 4173.260016 = -614016.995157
  nChanged 14
		SP:Iteration 44Q (163556.850000 sec): 3 clusters
  Score: Raw -618198.377643 + Penalty 4173.260016 = -614025.117627
  nChanged 10
		SP:Iteration 45Q (163557.000000 sec): 3 clusters
  Score: Raw -618201.492041 + Penalty 4173.260016 = -614028.232025
  nChanged 5
		SP:Iteration 46Q (163557.190000 sec): 3 clusters
  Score: Raw -618204.562193 + Penalty 4173.260016 = -614031.302177
  nChanged 6
		SP:Iteration 47Q (163557.350000 sec): 3 clusters
  Score: Raw -618206.894616 + Penalty 4173.260016 = -614033.634599
  nChanged 7
		SP:Iteration 48Q (163557.460000 sec): 3 clusters
  Score: Raw -618209.057375 + Penalty 4173.260016 = -614035.797359
  nChanged 4
		SP:Iteration 49Q (163557.610000 sec): 3 clusters
  Score: Raw -618210.295033 + Penalty 4173.260016 = -614037.035017
  nChanged 4
		SP:Iteration 50Q (163557.760000 sec): 3 clusters
  Score: Raw -618212.841638 + Penalty 4173.260016 = -614039.581621
  nChanged 6
		SP:Iteration 51Q (163557.890000 sec): 3 clusters
  Score: Raw -618215.651717 + Penalty 4173.260016 = -614042.391700
  nChanged 4
		SP:Iteration 52Q (163558.030000 sec): 3 clusters
  Score: Raw -618216.540432 + Penalty 4173.260016 = -614043.280415
  nChanged 1
		SP:Iteration 53Q (163558.180000 sec): 3 clusters
  Score: Raw -618216.734593 + Penalty 4173.260016 = -614043.474577
  nChanged 0
		SP:Iteration 54F (163558.330000 sec): 3 clusters
  Score: Raw -618216.734593 + Penalty 4173.260016 = -614043.474577
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 24 (6360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163558.440000 sec): 2 clusters
  Score: Raw -973192.563750 + Penalty 2171.930347 = -971020.633403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163558.600000 sec): 3 clusters
  Score: Raw -969996.356785 + Penalty 4343.860694 = -965652.496091
  nChanged 2571
		SP:Iteration 1F (163558.750000 sec): 3 clusters
  Score: Raw -971439.839876 + Penalty 4343.860694 = -967095.979183
  nChanged 467
		SP:Iteration 2F (163558.960000 sec): 3 clusters
  Score: Raw -971751.775235 + Penalty 4343.860694 = -967407.914541
  nChanged 400
		SP:Iteration 3F (163559.150000 sec): 3 clusters
  Score: Raw -972058.492398 + Penalty 4343.860694 = -967714.631704
  nChanged 396
		SP:Iteration 4F (163559.350000 sec): 3 clusters
  Score: Raw -972456.323349 + Penalty 4343.860694 = -968112.462655
  nChanged 413
		SP:Iteration 5F (163559.620000 sec): 3 clusters
  Score: Raw -973053.365352 + Penalty 4343.860694 = -968709.504659
  nChanged 432
		SP:Iteration 6F (163559.810000 sec): 3 clusters
  Score: Raw -973732.979958 + Penalty 4343.860694 = -969389.119264
  nChanged 400
		SP:Iteration 7F (163559.990000 sec): 3 clusters
  Score: Raw -974364.840514 + Penalty 4343.860694 = -970020.979820
  nChanged 315
		SP:Iteration 8Q (163560.160000 sec): 3 clusters
  Score: Raw -974629.560403 + Penalty 4343.860694 = -970285.699709
  nChanged 208
		SP:Iteration 9Q (163560.360000 sec): 3 clusters
  Score: Raw -974730.594004 + Penalty 4343.860694 = -970386.733311
  nChanged 116
		SP:Iteration 10Q (163560.570000 sec): 3 clusters
  Score: Raw -974780.149026 + Penalty 4343.860694 = -970436.288332
  nChanged 80
		SP:Iteration 11Q (163560.780000 sec): 3 clusters
  Score: Raw -974811.794702 + Penalty 4343.860694 = -970467.934009
  nChanged 72
		SP:Iteration 12Q (163561.030000 sec): 3 clusters
  Score: Raw -974849.556780 + Penalty 4343.860694 = -970505.696086
  nChanged 74
		SP:Iteration 13Q (163561.230000 sec): 3 clusters
  Score: Raw -974879.539802 + Penalty 4343.860694 = -970535.679109
  nChanged 50
		SP:Iteration 14Q (163561.450000 sec): 3 clusters
  Score: Raw -974899.504673 + Penalty 4343.860694 = -970555.643980
  nChanged 35
		SP:Iteration 15Q (163561.650000 sec): 3 clusters
  Score: Raw -974915.569858 + Penalty 4343.860694 = -970571.709165
  nChanged 41
		SP:Iteration 16Q (163561.920000 sec): 3 clusters
  Score: Raw -974930.485520 + Penalty 4343.860694 = -970586.624827
  nChanged 28
		SP:Iteration 17Q (163562.160000 sec): 3 clusters
  Score: Raw -974939.587987 + Penalty 4343.860694 = -970595.727294
  nChanged 29
		SP:Iteration 18Q (163562.340000 sec): 3 clusters
  Score: Raw -974952.034549 + Penalty 4343.860694 = -970608.173855
  nChanged 40
		SP:Iteration 19Q (163562.600000 sec): 3 clusters
  Score: Raw -974971.040767 + Penalty 4343.860694 = -970627.180073
  nChanged 42
		SP:Iteration 20F (163562.790000 sec): 3 clusters
  Score: Raw -974987.159383 + Penalty 4343.860694 = -970643.298689
  nChanged 37
		SP:Iteration 21Q (163563.000000 sec): 3 clusters
  Score: Raw -975003.213798 + Penalty 4343.860694 = -970659.353105
  nChanged 35
		SP:Iteration 22Q (163563.240000 sec): 3 clusters
  Score: Raw -975016.885907 + Penalty 4343.860694 = -970673.025214
  nChanged 36
		SP:Iteration 23Q (163563.470000 sec): 3 clusters
  Score: Raw -975029.555346 + Penalty 4343.860694 = -970685.694653
  nChanged 31
		SP:Iteration 24Q (163563.670000 sec): 3 clusters
  Score: Raw -975042.887601 + Penalty 4343.860694 = -970699.026908
  nChanged 28
		SP:Iteration 25Q (163563.950000 sec): 3 clusters
  Score: Raw -975053.396353 + Penalty 4343.860694 = -970709.535659
  nChanged 23
		SP:Iteration 26Q (163564.180000 sec): 3 clusters
  Score: Raw -975060.870993 + Penalty 4343.860694 = -970717.010299
  nChanged 16
		SP:Iteration 27Q (163564.450000 sec): 3 clusters
  Score: Raw -975065.468140 + Penalty 4343.860694 = -970721.607447
  nChanged 15
		SP:Iteration 28Q (163564.660000 sec): 3 clusters
  Score: Raw -975071.215854 + Penalty 4343.860694 = -970727.355161
  nChanged 20
		SP:Iteration 29Q (163564.850000 sec): 3 clusters
  Score: Raw -975078.062718 + Penalty 4343.860694 = -970734.202024
  nChanged 17
		SP:Iteration 30Q (163565.040000 sec): 3 clusters
  Score: Raw -975084.468170 + Penalty 4343.860694 = -970740.607476
  nChanged 20
		SP:Iteration 31Q (163565.200000 sec): 3 clusters
  Score: Raw -975091.964969 + Penalty 4343.860694 = -970748.104275
  nChanged 21
		SP:Iteration 32Q (163565.390000 sec): 3 clusters
  Score: Raw -975099.473866 + Penalty 4343.860694 = -970755.613173
  nChanged 17
		SP:Iteration 33Q (163565.580000 sec): 3 clusters
  Score: Raw -975104.981315 + Penalty 4343.860694 = -970761.120622
  nChanged 17
		SP:Iteration 34Q (163565.790000 sec): 3 clusters
  Score: Raw -975110.341596 + Penalty 4343.860694 = -970766.480902
  nChanged 16
		SP:Iteration 35Q (163565.950000 sec): 3 clusters
  Score: Raw -975116.516825 + Penalty 4343.860694 = -970772.656131
  nChanged 19
		SP:Iteration 36Q (163566.160000 sec): 3 clusters
  Score: Raw -975123.212376 + Penalty 4343.860694 = -970779.351683
  nChanged 17
		SP:Iteration 37Q (163566.370000 sec): 3 clusters
  Score: Raw -975129.887049 + Penalty 4343.860694 = -970786.026356
  nChanged 16
		SP:Iteration 38Q (163566.570000 sec): 3 clusters
  Score: Raw -975136.696786 + Penalty 4343.860694 = -970792.836092
  nChanged 14
		SP:Iteration 39Q (163566.820000 sec): 3 clusters
  Score: Raw -975141.926041 + Penalty 4343.860694 = -970798.065347
  nChanged 13
		SP:Iteration 40F (163567.080000 sec): 3 clusters
  Score: Raw -975146.152829 + Penalty 4343.860694 = -970802.292135
  nChanged 9
		SP:Iteration 41Q (163567.310000 sec): 3 clusters
  Score: Raw -975149.092209 + Penalty 4343.860694 = -970805.231515
  nChanged 10
		SP:Iteration 42Q (163567.560000 sec): 3 clusters
  Score: Raw -975152.639870 + Penalty 4343.860694 = -970808.779176
  nChanged 15
		SP:Iteration 43Q (163567.820000 sec): 3 clusters
  Score: Raw -975157.572198 + Penalty 4343.860694 = -970813.711504
  nChanged 9
		SP:Iteration 44Q (163568.080000 sec): 3 clusters
  Score: Raw -975160.858845 + Penalty 4343.860694 = -970816.998152
  nChanged 13
		SP:Iteration 45Q (163568.280000 sec): 3 clusters
  Score: Raw -975164.767260 + Penalty 4343.860694 = -970820.906567
  nChanged 11
		SP:Iteration 46Q (163568.530000 sec): 3 clusters
  Score: Raw -975169.834230 + Penalty 4343.860694 = -970825.973536
  nChanged 12
		SP:Iteration 47Q (163568.790000 sec): 3 clusters
  Score: Raw -975173.940089 + Penalty 4343.860694 = -970830.079395
  nChanged 11
		SP:Iteration 48Q (163569.000000 sec): 3 clusters
  Score: Raw -975177.715392 + Penalty 4343.860694 = -970833.854699
  nChanged 9
		SP:Iteration 49Q (163569.160000 sec): 3 clusters
  Score: Raw -975180.770298 + Penalty 4343.860694 = -970836.909604
  nChanged 8
		SP:Iteration 50Q (163569.340000 sec): 3 clusters
  Score: Raw -975182.916632 + Penalty 4343.860694 = -970839.055938
  nChanged 4
		SP:Iteration 51Q (163569.550000 sec): 3 clusters
  Score: Raw -975184.275788 + Penalty 4343.860694 = -970840.415094
  nChanged 1
		SP:Iteration 52Q (163569.820000 sec): 3 clusters
  Score: Raw -975184.465396 + Penalty 4343.860694 = -970840.604703
  nChanged 5
		SP:Iteration 53Q (163570.000000 sec): 3 clusters
  Score: Raw -975187.073993 + Penalty 4343.860694 = -970843.213299
  nChanged 8
		SP:Iteration 54Q (163570.250000 sec): 3 clusters
  Score: Raw -975190.050064 + Penalty 4343.860694 = -970846.189371
  nChanged 7
		SP:Iteration 55Q (163570.500000 sec): 3 clusters
  Score: Raw -975193.940960 + Penalty 4343.860694 = -970850.080266
  nChanged 8
		SP:Iteration 56Q (163570.730000 sec): 3 clusters
  Score: Raw -975198.001190 + Penalty 4343.860694 = -970854.140496
  nChanged 7
		SP:Iteration 57Q (163570.990000 sec): 3 clusters
  Score: Raw -975200.573274 + Penalty 4343.860694 = -970856.712581
  nChanged 8
		SP:Iteration 58Q (163571.210000 sec): 3 clusters
  Score: Raw -975203.203793 + Penalty 4343.860694 = -970859.343100
  nChanged 8
		SP:Iteration 59Q (163571.460000 sec): 3 clusters
  Score: Raw -975206.342906 + Penalty 4343.860694 = -970862.482212
  nChanged 4
		SP:Iteration 60F (163571.670000 sec): 3 clusters
  Score: Raw -975208.208724 + Penalty 4343.860694 = -970864.348030
  nChanged 6
		SP:Iteration 61Q (163571.900000 sec): 3 clusters
  Score: Raw -975210.864968 + Penalty 4343.860694 = -970867.004275
  nChanged 7
		SP:Iteration 62Q (163572.080000 sec): 3 clusters
  Score: Raw -975212.359521 + Penalty 4343.860694 = -970868.498827
  nChanged 6
		SP:Iteration 63Q (163572.270000 sec): 3 clusters
  Score: Raw -975213.896611 + Penalty 4343.860694 = -970870.035917
  nChanged 5
		SP:Iteration 64Q (163572.470000 sec): 3 clusters
  Score: Raw -975214.991468 + Penalty 4343.860694 = -970871.130774
  nChanged 4
		SP:Iteration 65Q (163572.670000 sec): 3 clusters
  Score: Raw -975215.771252 + Penalty 4343.860694 = -970871.910559
  nChanged 1
		SP:Iteration 66Q (163572.820000 sec): 3 clusters
  Score: Raw -975216.097973 + Penalty 4343.860694 = -970872.237279
  nChanged 0
		SP:Iteration 67F (163572.980000 sec): 3 clusters
  Score: Raw -975216.097973 + Penalty 4343.860694 = -970872.237279
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 25 (33307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163573.320000 sec): 2 clusters
  Score: Raw -5269795.776436 + Penalty 2582.553670 = -5267213.222765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163573.650000 sec): 3 clusters
  Score: Raw -5249719.657239 + Penalty 5165.107341 = -5244554.549899
  nChanged 15093
		SP:Iteration 1F (163574.020000 sec): 3 clusters
  Score: Raw -5258008.877479 + Penalty 5165.107341 = -5252843.770139
  nChanged 1521
		SP:Iteration 2Q (163574.460000 sec): 3 clusters
  Score: Raw -5258481.536193 + Penalty 5165.107341 = -5253316.428853
  nChanged 1331
		SP:Iteration 3Q (163574.880000 sec): 3 clusters
  Score: Raw -5258916.514482 + Penalty 5165.107341 = -5253751.407142
  nChanged 1314
		SP:Iteration 4Q (163575.330000 sec): 3 clusters
  Score: Raw -5259367.708891 + Penalty 5165.107341 = -5254202.601550
  nChanged 1284
		SP:Iteration 5Q (163575.760000 sec): 3 clusters
  Score: Raw -5259900.552719 + Penalty 5165.107341 = -5254735.445379
  nChanged 1362
		SP:Iteration 6Q (163576.160000 sec): 3 clusters
  Score: Raw -5260518.630018 + Penalty 5165.107341 = -5255353.522678
  nChanged 1482
		SP:Iteration 7Q (163576.620000 sec): 3 clusters
  Score: Raw -5261240.784306 + Penalty 5165.107341 = -5256075.676966
  nChanged 1583
		SP:Iteration 8Q (163577.050000 sec): 3 clusters
  Score: Raw -5262107.186322 + Penalty 5165.107341 = -5256942.078981
  nChanged 1802
		SP:Iteration 9F (163577.510000 sec): 3 clusters
  Score: Raw -5263131.072254 + Penalty 5165.107341 = -5257965.964914
  nChanged 1771
		SP:Iteration 10F (163578.000000 sec): 3 clusters
  Score: Raw -5264164.265120 + Penalty 5165.107341 = -5258999.157779
  nChanged 1654
		SP:Iteration 11Q (163578.420000 sec): 3 clusters
  Score: Raw -5265094.367531 + Penalty 5165.107341 = -5259929.260190
  nChanged 1381
		SP:Iteration 12Q (163578.880000 sec): 3 clusters
  Score: Raw -5265749.859822 + Penalty 5165.107341 = -5260584.752481
  nChanged 1077
		SP:Iteration 13Q (163579.290000 sec): 3 clusters
  Score: Raw -5266127.558854 + Penalty 5165.107341 = -5260962.451513
  nChanged 767
		SP:Iteration 14Q (163579.790000 sec): 3 clusters
  Score: Raw -5266331.308543 + Penalty 5165.107341 = -5261166.201203
  nChanged 562
		SP:Iteration 15Q (163580.170000 sec): 3 clusters
  Score: Raw -5266451.304555 + Penalty 5165.107341 = -5261286.197214
  nChanged 382
		SP:Iteration 16Q (163580.640000 sec): 3 clusters
  Score: Raw -5266517.106778 + Penalty 5165.107341 = -5261351.999437
  nChanged 298
		SP:Iteration 17Q (163581.040000 sec): 3 clusters
  Score: Raw -5266558.665759 + Penalty 5165.107341 = -5261393.558418
  nChanged 234
		SP:Iteration 18Q (163581.490000 sec): 3 clusters
  Score: Raw -5266591.729884 + Penalty 5165.107341 = -5261426.622543
  nChanged 190
		SP:Iteration 19Q (163582.020000 sec): 3 clusters
  Score: Raw -5266615.055759 + Penalty 5165.107341 = -5261449.948419
  nChanged 157
		SP:Iteration 20F (163582.430000 sec): 3 clusters
  Score: Raw -5266630.818257 + Penalty 5165.107341 = -5261465.710916
  nChanged 123
		SP:Iteration 21Q (163582.960000 sec): 3 clusters
  Score: Raw -5266642.010853 + Penalty 5165.107341 = -5261476.903513
  nChanged 108
		SP:Iteration 22Q (163583.410000 sec): 3 clusters
  Score: Raw -5266651.404626 + Penalty 5165.107341 = -5261486.297286
  nChanged 117
		SP:Iteration 23Q (163583.860000 sec): 3 clusters
  Score: Raw -5266660.963965 + Penalty 5165.107341 = -5261495.856625
  nChanged 102
		SP:Iteration 24Q (163584.330000 sec): 3 clusters
  Score: Raw -5266669.774606 + Penalty 5165.107341 = -5261504.667266
  nChanged 84
		SP:Iteration 25Q (163584.700000 sec): 3 clusters
  Score: Raw -5266676.288525 + Penalty 5165.107341 = -5261511.181185
  nChanged 74
		SP:Iteration 26Q (163585.180000 sec): 3 clusters
  Score: Raw -5266681.529068 + Penalty 5165.107341 = -5261516.421728
  nChanged 68
		SP:Iteration 27Q (163585.620000 sec): 3 clusters
  Score: Raw -5266686.627065 + Penalty 5165.107341 = -5261521.519724
  nChanged 66
		SP:Iteration 28Q (163586.030000 sec): 3 clusters
  Score: Raw -5266691.234953 + Penalty 5165.107341 = -5261526.127613
  nChanged 62
		SP:Iteration 29Q (163586.480000 sec): 3 clusters
  Score: Raw -5266694.958164 + Penalty 5165.107341 = -5261529.850824
  nChanged 42
		SP:Iteration 30Q (163586.940000 sec): 3 clusters
  Score: Raw -5266697.299286 + Penalty 5165.107341 = -5261532.191946
  nChanged 36
		SP:Iteration 31Q (163587.390000 sec): 3 clusters
  Score: Raw -5266699.323470 + Penalty 5165.107341 = -5261534.216129
  nChanged 33
		SP:Iteration 32Q (163587.840000 sec): 3 clusters
  Score: Raw -5266701.385101 + Penalty 5165.107341 = -5261536.277761
  nChanged 36
		SP:Iteration 33Q (163588.340000 sec): 3 clusters
  Score: Raw -5266703.508474 + Penalty 5165.107341 = -5261538.401133
  nChanged 33
		SP:Iteration 34Q (163588.770000 sec): 3 clusters
  Score: Raw -5266705.221485 + Penalty 5165.107341 = -5261540.114144
  nChanged 31
		SP:Iteration 35Q (163589.270000 sec): 3 clusters
  Score: Raw -5266706.767558 + Penalty 5165.107341 = -5261541.660218
  nChanged 28
		SP:Iteration 36Q (163589.700000 sec): 3 clusters
  Score: Raw -5266708.247210 + Penalty 5165.107341 = -5261543.139870
  nChanged 30
		SP:Iteration 37Q (163590.180000 sec): 3 clusters
  Score: Raw -5266710.080362 + Penalty 5165.107341 = -5261544.973021
  nChanged 30
		SP:Iteration 38Q (163590.590000 sec): 3 clusters
  Score: Raw -5266711.971964 + Penalty 5165.107341 = -5261546.864624
  nChanged 42
		SP:Iteration 39Q (163591.020000 sec): 3 clusters
  Score: Raw -5266714.101835 + Penalty 5165.107341 = -5261548.994494
  nChanged 35
		SP:Iteration 40F (163591.460000 sec): 3 clusters
  Score: Raw -5266715.969955 + Penalty 5165.107341 = -5261550.862614
  nChanged 31
		SP:Iteration 41Q (163591.930000 sec): 3 clusters
  Score: Raw -5266717.629679 + Penalty 5165.107341 = -5261552.522338
  nChanged 23
		SP:Iteration 42Q (163592.330000 sec): 3 clusters
  Score: Raw -5266719.027131 + Penalty 5165.107341 = -5261553.919791
  nChanged 31
		SP:Iteration 43Q (163592.760000 sec): 3 clusters
  Score: Raw -5266721.074799 + Penalty 5165.107341 = -5261555.967458
  nChanged 35
		SP:Iteration 44Q (163593.260000 sec): 3 clusters
  Score: Raw -5266722.815964 + Penalty 5165.107341 = -5261557.708623
  nChanged 25
		SP:Iteration 45Q (163593.570000 sec): 3 clusters
  Score: Raw -5266724.001636 + Penalty 5165.107341 = -5261558.894296
  nChanged 19
		SP:Iteration 46Q (163594.000000 sec): 3 clusters
  Score: Raw -5266724.753563 + Penalty 5165.107341 = -5261559.646223
  nChanged 16
		SP:Iteration 47Q (163594.400000 sec): 3 clusters
  Score: Raw -5266725.410852 + Penalty 5165.107341 = -5261560.303512
  nChanged 21
		SP:Iteration 48Q (163594.820000 sec): 3 clusters
  Score: Raw -5266726.494498 + Penalty 5165.107341 = -5261561.387157
  nChanged 29
		SP:Iteration 49Q (163595.250000 sec): 3 clusters
  Score: Raw -5266728.342252 + Penalty 5165.107341 = -5261563.234912
  nChanged 32
		SP:Iteration 50Q (163595.710000 sec): 3 clusters
  Score: Raw -5266730.283360 + Penalty 5165.107341 = -5261565.176020
  nChanged 33
		SP:Iteration 51Q (163596.130000 sec): 3 clusters
  Score: Raw -5266732.211943 + Penalty 5165.107341 = -5261567.104602
  nChanged 31
		SP:Iteration 52Q (163596.510000 sec): 3 clusters
  Score: Raw -5266733.979417 + Penalty 5165.107341 = -5261568.872076
  nChanged 29
		SP:Iteration 53Q (163597.050000 sec): 3 clusters
  Score: Raw -5266735.199785 + Penalty 5165.107341 = -5261570.092444
  nChanged 25
		SP:Iteration 54Q (163597.440000 sec): 3 clusters
  Score: Raw -5266736.415869 + Penalty 5165.107341 = -5261571.308528
  nChanged 25
		SP:Iteration 55Q (163597.860000 sec): 3 clusters
  Score: Raw -5266737.821535 + Penalty 5165.107341 = -5261572.714195
  nChanged 22
		SP:Iteration 56Q (163598.340000 sec): 3 clusters
  Score: Raw -5266739.019412 + Penalty 5165.107341 = -5261573.912071
  nChanged 24
		SP:Iteration 57Q (163598.840000 sec): 3 clusters
  Score: Raw -5266740.492902 + Penalty 5165.107341 = -5261575.385562
  nChanged 23
		SP:Iteration 58Q (163599.370000 sec): 3 clusters
  Score: Raw -5266741.845583 + Penalty 5165.107341 = -5261576.738242
  nChanged 27
		SP:Iteration 59Q (163599.750000 sec): 3 clusters
  Score: Raw -5266743.535917 + Penalty 5165.107341 = -5261578.428577
  nChanged 30
		SP:Iteration 60F (163600.160000 sec): 3 clusters
  Score: Raw -5266745.311454 + Penalty 5165.107341 = -5261580.204113
  nChanged 37
		SP:Iteration 61Q (163600.570000 sec): 3 clusters
  Score: Raw -5266747.919254 + Penalty 5165.107341 = -5261582.811913
  nChanged 34
		SP:Iteration 62Q (163600.970000 sec): 3 clusters
  Score: Raw -5266749.931692 + Penalty 5165.107341 = -5261584.824351
  nChanged 27
		SP:Iteration 63Q (163601.360000 sec): 3 clusters
  Score: Raw -5266751.483491 + Penalty 5165.107341 = -5261586.376151
  nChanged 28
		SP:Iteration 64Q (163601.790000 sec): 3 clusters
  Score: Raw -5266752.988097 + Penalty 5165.107341 = -5261587.880756
  nChanged 30
		SP:Iteration 65Q (163602.280000 sec): 3 clusters
  Score: Raw -5266754.908300 + Penalty 5165.107341 = -5261589.800959
  nChanged 29
		SP:Iteration 66Q (163602.670000 sec): 3 clusters
  Score: Raw -5266756.531392 + Penalty 5165.107341 = -5261591.424051
  nChanged 30
		SP:Iteration 67Q (163603.090000 sec): 3 clusters
  Score: Raw -5266758.312435 + Penalty 5165.107341 = -5261593.205095
  nChanged 31
		SP:Iteration 68Q (163603.570000 sec): 3 clusters
  Score: Raw -5266760.278052 + Penalty 5165.107341 = -5261595.170712
  nChanged 35
		SP:Iteration 69Q (163603.980000 sec): 3 clusters
  Score: Raw -5266762.236227 + Penalty 5165.107341 = -5261597.128886
  nChanged 25
		SP:Iteration 70Q (163604.420000 sec): 3 clusters
  Score: Raw -5266763.430278 + Penalty 5165.107341 = -5261598.322937
  nChanged 23
		SP:Iteration 71Q (163604.940000 sec): 3 clusters
  Score: Raw -5266764.732064 + Penalty 5165.107341 = -5261599.624724
  nChanged 26
		SP:Iteration 72Q (163605.380000 sec): 3 clusters
  Score: Raw -5266766.269571 + Penalty 5165.107341 = -5261601.162231
  nChanged 32
		SP:Iteration 73Q (163605.830000 sec): 3 clusters
  Score: Raw -5266768.058978 + Penalty 5165.107341 = -5261602.951638
  nChanged 38
		SP:Iteration 74Q (163606.250000 sec): 3 clusters
  Score: Raw -5266769.929641 + Penalty 5165.107341 = -5261604.822301
  nChanged 37
		SP:Iteration 75Q (163606.800000 sec): 3 clusters
  Score: Raw -5266771.967559 + Penalty 5165.107341 = -5261606.860219
  nChanged 34
		SP:Iteration 76Q (163607.330000 sec): 3 clusters
  Score: Raw -5266773.834494 + Penalty 5165.107341 = -5261608.727153
  nChanged 29
		SP:Iteration 77Q (163607.810000 sec): 3 clusters
  Score: Raw -5266775.409780 + Penalty 5165.107341 = -5261610.302439
  nChanged 30
		SP:Iteration 78Q (163608.290000 sec): 3 clusters
  Score: Raw -5266776.970835 + Penalty 5165.107341 = -5261611.863494
  nChanged 26
		SP:Iteration 79Q (163608.800000 sec): 3 clusters
  Score: Raw -5266778.610286 + Penalty 5165.107341 = -5261613.502945
  nChanged 25
		SP:Iteration 80F (163609.280000 sec): 3 clusters
  Score: Raw -5266780.225869 + Penalty 5165.107341 = -5261615.118529
  nChanged 23
		SP:Iteration 81Q (163609.710000 sec): 3 clusters
  Score: Raw -5266781.509114 + Penalty 5165.107341 = -5261616.401774
  nChanged 24
		SP:Iteration 82Q (163610.160000 sec): 3 clusters
  Score: Raw -5266782.567731 + Penalty 5165.107341 = -5261617.460390
  nChanged 14
		SP:Iteration 83Q (163610.600000 sec): 3 clusters
  Score: Raw -5266783.492746 + Penalty 5165.107341 = -5261618.385405
  nChanged 18
		SP:Iteration 84Q (163611.030000 sec): 3 clusters
  Score: Raw -5266784.381995 + Penalty 5165.107341 = -5261619.274655
  nChanged 17
		SP:Iteration 85Q (163611.470000 sec): 3 clusters
  Score: Raw -5266785.128493 + Penalty 5165.107341 = -5261620.021152
  nChanged 13
		SP:Iteration 86Q (163611.940000 sec): 3 clusters
  Score: Raw -5266785.757902 + Penalty 5165.107341 = -5261620.650562
  nChanged 18
		SP:Iteration 87Q (163612.380000 sec): 3 clusters
  Score: Raw -5266786.642927 + Penalty 5165.107341 = -5261621.535586
  nChanged 16
		SP:Iteration 88Q (163612.820000 sec): 3 clusters
  Score: Raw -5266787.395755 + Penalty 5165.107341 = -5261622.288414
  nChanged 16
		SP:Iteration 89Q (163613.310000 sec): 3 clusters
  Score: Raw -5266788.155789 + Penalty 5165.107341 = -5261623.048449
  nChanged 19
		SP:Iteration 90Q (163613.760000 sec): 3 clusters
  Score: Raw -5266789.154956 + Penalty 5165.107341 = -5261624.047615
  nChanged 26
		SP:Iteration 91Q (163614.180000 sec): 3 clusters
  Score: Raw -5266790.372108 + Penalty 5165.107341 = -5261625.264767
  nChanged 23
		SP:Iteration 92Q (163614.540000 sec): 3 clusters
  Score: Raw -5266791.721386 + Penalty 5165.107341 = -5261626.614045
  nChanged 25
		SP:Iteration 93Q (163614.940000 sec): 3 clusters
  Score: Raw -5266792.961801 + Penalty 5165.107341 = -5261627.854460
  nChanged 25
		SP:Iteration 94Q (163615.360000 sec): 3 clusters
  Score: Raw -5266794.403474 + Penalty 5165.107341 = -5261629.296134
  nChanged 28
		SP:Iteration 95Q (163615.800000 sec): 3 clusters
  Score: Raw -5266795.856749 + Penalty 5165.107341 = -5261630.749408
  nChanged 30
		SP:Iteration 96Q (163616.270000 sec): 3 clusters
  Score: Raw -5266797.513799 + Penalty 5165.107341 = -5261632.406458
  nChanged 31
		SP:Iteration 97Q (163616.700000 sec): 3 clusters
  Score: Raw -5266799.030090 + Penalty 5165.107341 = -5261633.922749
  nChanged 35
		SP:Iteration 98Q (163617.220000 sec): 3 clusters
  Score: Raw -5266800.672820 + Penalty 5165.107341 = -5261635.565479
  nChanged 27
		SP:Iteration 99Q (163617.620000 sec): 3 clusters
  Score: Raw -5266802.077606 + Penalty 5165.107341 = -5261636.970266
  nChanged 25
		SP:Iteration 100F (163618.020000 sec): 3 clusters
  Score: Raw -5266803.428735 + Penalty 5165.107341 = -5261638.321394
  nChanged 32
		SP:Iteration 101Q (163618.480000 sec): 3 clusters
  Score: Raw -5266805.226078 + Penalty 5165.107341 = -5261640.118737
  nChanged 35
		SP:Iteration 102Q (163618.870000 sec): 3 clusters
  Score: Raw -5266807.300160 + Penalty 5165.107341 = -5261642.192820
  nChanged 42
		SP:Iteration 103Q (163619.370000 sec): 3 clusters
  Score: Raw -5266809.614396 + Penalty 5165.107341 = -5261644.507056
  nChanged 44
		SP:Iteration 104Q (163619.780000 sec): 3 clusters
  Score: Raw -5266811.703328 + Penalty 5165.107341 = -5261646.595987
  nChanged 39
		SP:Iteration 105Q (163620.210000 sec): 3 clusters
  Score: Raw -5266813.979333 + Penalty 5165.107341 = -5261648.871993
  nChanged 41
		SP:Iteration 106Q (163620.610000 sec): 3 clusters
  Score: Raw -5266816.433169 + Penalty 5165.107341 = -5261651.325828
  nChanged 41
		SP:Iteration 107Q (163621.030000 sec): 3 clusters
  Score: Raw -5266818.910675 + Penalty 5165.107341 = -5261653.803335
  nChanged 42
		SP:Iteration 108Q (163621.450000 sec): 3 clusters
  Score: Raw -5266821.522602 + Penalty 5165.107341 = -5261656.415261
  nChanged 50
		SP:Iteration 109Q (163621.920000 sec): 3 clusters
  Score: Raw -5266825.092078 + Penalty 5165.107341 = -5261659.984738
  nChanged 55
		SP:Iteration 110Q (163622.370000 sec): 3 clusters
  Score: Raw -5266828.514380 + Penalty 5165.107341 = -5261663.407040
  nChanged 48
		SP:Iteration 111Q (163622.770000 sec): 3 clusters
  Score: Raw -5266831.311194 + Penalty 5165.107341 = -5261666.203854
  nChanged 40
		SP:Iteration 112Q (163623.150000 sec): 3 clusters
  Score: Raw -5266833.654636 + Penalty 5165.107341 = -5261668.547295
  nChanged 48
		SP:Iteration 113Q (163623.560000 sec): 3 clusters
  Score: Raw -5266836.658382 + Penalty 5165.107341 = -5261671.551041
  nChanged 50
		SP:Iteration 114Q (163624.030000 sec): 3 clusters
  Score: Raw -5266839.847573 + Penalty 5165.107341 = -5261674.740233
  nChanged 42
		SP:Iteration 115Q (163624.470000 sec): 3 clusters
  Score: Raw -5266842.711946 + Penalty 5165.107341 = -5261677.604605
  nChanged 43
		SP:Iteration 116Q (163624.810000 sec): 3 clusters
  Score: Raw -5266845.401516 + Penalty 5165.107341 = -5261680.294176
  nChanged 41
		SP:Iteration 117Q (163625.240000 sec): 3 clusters
  Score: Raw -5266848.123585 + Penalty 5165.107341 = -5261683.016244
  nChanged 36
		SP:Iteration 118Q (163625.620000 sec): 3 clusters
  Score: Raw -5266850.388544 + Penalty 5165.107341 = -5261685.281204
  nChanged 49
		SP:Iteration 119Q (163626.020000 sec): 3 clusters
  Score: Raw -5266853.262653 + Penalty 5165.107341 = -5261688.155312
  nChanged 50
		SP:Iteration 120F (163626.440000 sec): 3 clusters
  Score: Raw -5266856.297785 + Penalty 5165.107341 = -5261691.190445
  nChanged 54
		SP:Iteration 121Q (163626.900000 sec): 3 clusters
  Score: Raw -5266859.645260 + Penalty 5165.107341 = -5261694.537919
  nChanged 48
		SP:Iteration 122Q (163627.310000 sec): 3 clusters
  Score: Raw -5266862.731247 + Penalty 5165.107341 = -5261697.623906
  nChanged 41
		SP:Iteration 123Q (163627.750000 sec): 3 clusters
  Score: Raw -5266865.216742 + Penalty 5165.107341 = -5261700.109401
  nChanged 43
		SP:Iteration 124Q (163628.140000 sec): 3 clusters
  Score: Raw -5266867.634573 + Penalty 5165.107341 = -5261702.527232
  nChanged 45
		SP:Iteration 125Q (163628.500000 sec): 3 clusters
  Score: Raw -5266870.424768 + Penalty 5165.107341 = -5261705.317427
  nChanged 41
		SP:Iteration 126Q (163628.940000 sec): 3 clusters
  Score: Raw -5266873.079865 + Penalty 5165.107341 = -5261707.972524
  nChanged 47
		SP:Iteration 127Q (163629.360000 sec): 3 clusters
  Score: Raw -5266877.018593 + Penalty 5165.107341 = -5261711.911253
  nChanged 59
		SP:Iteration 128Q (163629.800000 sec): 3 clusters
  Score: Raw -5266881.278124 + Penalty 5165.107341 = -5261716.170783
  nChanged 55
		SP:Iteration 129Q (163630.180000 sec): 3 clusters
  Score: Raw -5266885.496961 + Penalty 5165.107341 = -5261720.389620
  nChanged 52
		SP:Iteration 130Q (163630.560000 sec): 3 clusters
  Score: Raw -5266889.146077 + Penalty 5165.107341 = -5261724.038736
  nChanged 58
		SP:Iteration 131Q (163631.020000 sec): 3 clusters
  Score: Raw -5266893.244755 + Penalty 5165.107341 = -5261728.137414
  nChanged 50
		SP:Iteration 132Q (163631.440000 sec): 3 clusters
  Score: Raw -5266896.603450 + Penalty 5165.107341 = -5261731.496109
  nChanged 67
		SP:Iteration 133Q (163631.900000 sec): 3 clusters
  Score: Raw -5266901.420744 + Penalty 5165.107341 = -5261736.313404
  nChanged 68
		SP:Iteration 134Q (163632.300000 sec): 3 clusters
  Score: Raw -5266906.563664 + Penalty 5165.107341 = -5261741.456323
  nChanged 65
		SP:Iteration 135Q (163632.750000 sec): 3 clusters
  Score: Raw -5266911.100269 + Penalty 5165.107341 = -5261745.992929
  nChanged 55
		SP:Iteration 136Q (163633.180000 sec): 3 clusters
  Score: Raw -5266915.317218 + Penalty 5165.107341 = -5261750.209878
  nChanged 53
		SP:Iteration 137Q (163633.620000 sec): 3 clusters
  Score: Raw -5266919.607288 + Penalty 5165.107341 = -5261754.499947
  nChanged 54
		SP:Iteration 138Q (163634.040000 sec): 3 clusters
  Score: Raw -5266922.885789 + Penalty 5165.107341 = -5261757.778448
  nChanged 47
		SP:Iteration 139Q (163634.520000 sec): 3 clusters
  Score: Raw -5266925.844813 + Penalty 5165.107341 = -5261760.737472
  nChanged 50
		SP:Iteration 140F (163634.850000 sec): 3 clusters
  Score: Raw -5266929.249472 + Penalty 5165.107341 = -5261764.142132
  nChanged 53
		SP:Iteration 141Q (163635.260000 sec): 3 clusters
  Score: Raw -5266932.957957 + Penalty 5165.107341 = -5261767.850616
  nChanged 57
		SP:Iteration 142Q (163635.630000 sec): 3 clusters
  Score: Raw -5266936.843880 + Penalty 5165.107341 = -5261771.736540
  nChanged 55
		SP:Iteration 143Q (163636.090000 sec): 3 clusters
  Score: Raw -5266940.117191 + Penalty 5165.107341 = -5261775.009850
  nChanged 54
		SP:Iteration 144Q (163636.570000 sec): 3 clusters
  Score: Raw -5266943.982899 + Penalty 5165.107341 = -5261778.875558
  nChanged 54
		SP:Iteration 145Q (163637.020000 sec): 3 clusters
  Score: Raw -5266948.082998 + Penalty 5165.107341 = -5261782.975658
  nChanged 61
		SP:Iteration 146Q (163637.550000 sec): 3 clusters
  Score: Raw -5266952.127685 + Penalty 5165.107341 = -5261787.020345
  nChanged 44
		SP:Iteration 147Q (163637.930000 sec): 3 clusters
  Score: Raw -5266954.760265 + Penalty 5165.107341 = -5261789.652925
  nChanged 38
		SP:Iteration 148Q (163638.280000 sec): 3 clusters
  Score: Raw -5266956.692577 + Penalty 5165.107341 = -5261791.585236
  nChanged 33
		SP:Iteration 149Q (163638.680000 sec): 3 clusters
  Score: Raw -5266958.424541 + Penalty 5165.107341 = -5261793.317200
  nChanged 33
		SP:Iteration 150Q (163639.070000 sec): 3 clusters
  Score: Raw -5266960.675212 + Penalty 5165.107341 = -5261795.567871
  nChanged 41
		SP:Iteration 151Q (163639.550000 sec): 3 clusters
  Score: Raw -5266963.295223 + Penalty 5165.107341 = -5261798.187883
  nChanged 39
		SP:Iteration 152Q (163640.080000 sec): 3 clusters
  Score: Raw -5266965.658802 + Penalty 5165.107341 = -5261800.551461
  nChanged 32
		SP:Iteration 153Q (163640.530000 sec): 3 clusters
  Score: Raw -5266967.745493 + Penalty 5165.107341 = -5261802.638152
  nChanged 34
		SP:Iteration 154Q (163640.950000 sec): 3 clusters
  Score: Raw -5266969.513121 + Penalty 5165.107341 = -5261804.405781
  nChanged 21
		SP:Iteration 155Q (163641.350000 sec): 3 clusters
  Score: Raw -5266970.785307 + Penalty 5165.107341 = -5261805.677967
  nChanged 22
		SP:Iteration 156Q (163641.770000 sec): 3 clusters
  Score: Raw -5266971.856008 + Penalty 5165.107341 = -5261806.748668
  nChanged 20
		SP:Iteration 157Q (163642.170000 sec): 3 clusters
  Score: Raw -5266972.974703 + Penalty 5165.107341 = -5261807.867363
  nChanged 21
		SP:Iteration 158Q (163642.650000 sec): 3 clusters
  Score: Raw -5266974.191352 + Penalty 5165.107341 = -5261809.084012
  nChanged 22
		SP:Iteration 159Q (163643.130000 sec): 3 clusters
  Score: Raw -5266975.486935 + Penalty 5165.107341 = -5261810.379594
  nChanged 23
		SP:Iteration 160F (163643.600000 sec): 3 clusters
  Score: Raw -5266976.707808 + Penalty 5165.107341 = -5261811.600467
  nChanged 18
		SP:Iteration 161Q (163644.070000 sec): 3 clusters
  Score: Raw -5266977.794460 + Penalty 5165.107341 = -5261812.687119
  nChanged 17
		SP:Iteration 162Q (163644.520000 sec): 3 clusters
  Score: Raw -5266978.734984 + Penalty 5165.107341 = -5261813.627643
  nChanged 22
		SP:Iteration 163Q (163645.030000 sec): 3 clusters
  Score: Raw -5266979.628617 + Penalty 5165.107341 = -5261814.521277
  nChanged 16
		SP:Iteration 164Q (163645.540000 sec): 3 clusters
  Score: Raw -5266980.358858 + Penalty 5165.107341 = -5261815.251518
  nChanged 14
		SP:Iteration 165Q (163646.000000 sec): 3 clusters
  Score: Raw -5266981.030339 + Penalty 5165.107341 = -5261815.922999
  nChanged 10
		SP:Iteration 166Q (163646.440000 sec): 3 clusters
  Score: Raw -5266981.527588 + Penalty 5165.107341 = -5261816.420247
  nChanged 12
		SP:Iteration 167Q (163646.910000 sec): 3 clusters
  Score: Raw -5266982.053035 + Penalty 5165.107341 = -5261816.945695
  nChanged 9
		SP:Iteration 168Q (163647.380000 sec): 3 clusters
  Score: Raw -5266982.476700 + Penalty 5165.107341 = -5261817.369359
  nChanged 5
		SP:Iteration 169Q (163647.810000 sec): 3 clusters
  Score: Raw -5266982.608068 + Penalty 5165.107341 = -5261817.500728
  nChanged 4
		SP:Iteration 170Q (163648.220000 sec): 3 clusters
  Score: Raw -5266982.771126 + Penalty 5165.107341 = -5261817.663786
  nChanged 3
		SP:Iteration 171Q (163648.670000 sec): 3 clusters
  Score: Raw -5266982.878713 + Penalty 5165.107341 = -5261817.771372
  nChanged 3
		SP:Iteration 172Q (163649.090000 sec): 3 clusters
  Score: Raw -5266982.999796 + Penalty 5165.107341 = -5261817.892456
  nChanged 3
		SP:Iteration 173Q (163649.540000 sec): 3 clusters
  Score: Raw -5266983.066341 + Penalty 5165.107341 = -5261817.959000
  nChanged 3
		SP:Iteration 174Q (163650.010000 sec): 3 clusters
  Score: Raw -5266983.205399 + Penalty 5165.107341 = -5261818.098059
  nChanged 5
		SP:Iteration 175Q (163650.390000 sec): 3 clusters
  Score: Raw -5266983.393658 + Penalty 5165.107341 = -5261818.286317
  nChanged 4
		SP:Iteration 176Q (163650.830000 sec): 3 clusters
  Score: Raw -5266983.571916 + Penalty 5165.107341 = -5261818.464576
  nChanged 7
		SP:Iteration 177Q (163651.290000 sec): 3 clusters
  Score: Raw -5266983.914144 + Penalty 5165.107341 = -5261818.806803
  nChanged 10
		SP:Iteration 178Q (163651.790000 sec): 3 clusters
  Score: Raw -5266984.476955 + Penalty 5165.107341 = -5261819.369615
  nChanged 8
		SP:Iteration 179Q (163652.200000 sec): 3 clusters
  Score: Raw -5266984.898387 + Penalty 5165.107341 = -5261819.791046
  nChanged 5
		SP:Iteration 180F (163652.580000 sec): 3 clusters
  Score: Raw -5266985.113521 + Penalty 5165.107341 = -5261820.006180
  nChanged 3
		SP:Iteration 181Q (163653.050000 sec): 3 clusters
  Score: Raw -5266985.241979 + Penalty 5165.107341 = -5261820.134639
  nChanged 3
		SP:Iteration 182Q (163653.580000 sec): 3 clusters
  Score: Raw -5266985.374866 + Penalty 5165.107341 = -5261820.267525
  nChanged 4
		SP:Iteration 183Q (163654.050000 sec): 3 clusters
  Score: Raw -5266985.509148 + Penalty 5165.107341 = -5261820.401808
  nChanged 5
		SP:Iteration 184Q (163654.510000 sec): 3 clusters
  Score: Raw -5266985.801949 + Penalty 5165.107341 = -5261820.694608
  nChanged 8
		SP:Iteration 185Q (163654.940000 sec): 3 clusters
  Score: Raw -5266986.257651 + Penalty 5165.107341 = -5261821.150310
  nChanged 10
		SP:Iteration 186Q (163655.320000 sec): 3 clusters
  Score: Raw -5266986.723379 + Penalty 5165.107341 = -5261821.616039
  nChanged 15
		SP:Iteration 187Q (163655.790000 sec): 3 clusters
  Score: Raw -5266987.595613 + Penalty 5165.107341 = -5261822.488272
  nChanged 15
		SP:Iteration 188Q (163656.290000 sec): 3 clusters
  Score: Raw -5266988.481908 + Penalty 5165.107341 = -5261823.374567
  nChanged 21
		SP:Iteration 189Q (163656.800000 sec): 3 clusters
  Score: Raw -5266989.851119 + Penalty 5165.107341 = -5261824.743779
  nChanged 26
		SP:Iteration 190Q (163657.260000 sec): 3 clusters
  Score: Raw -5266991.634863 + Penalty 5165.107341 = -5261826.527522
  nChanged 28
		SP:Iteration 191Q (163657.690000 sec): 3 clusters
  Score: Raw -5266993.112293 + Penalty 5165.107341 = -5261828.004953
  nChanged 21
		SP:Iteration 192Q (163658.080000 sec): 3 clusters
  Score: Raw -5266994.536292 + Penalty 5165.107341 = -5261829.428951
  nChanged 20
		SP:Iteration 193Q (163658.580000 sec): 3 clusters
  Score: Raw -5266995.527827 + Penalty 5165.107341 = -5261830.420486
  nChanged 14
		SP:Iteration 194Q (163659.000000 sec): 3 clusters
  Score: Raw -5266996.206199 + Penalty 5165.107341 = -5261831.098859
  nChanged 9
		SP:Iteration 195Q (163659.410000 sec): 3 clusters
  Score: Raw -5266996.623715 + Penalty 5165.107341 = -5261831.516375
  nChanged 9
		SP:Iteration 196Q (163659.800000 sec): 3 clusters
  Score: Raw -5266997.080657 + Penalty 5165.107341 = -5261831.973316
  nChanged 12
		SP:Iteration 197Q (163660.250000 sec): 3 clusters
  Score: Raw -5266997.586267 + Penalty 5165.107341 = -5261832.478926
  nChanged 7
		SP:Iteration 198Q (163660.690000 sec): 3 clusters
  Score: Raw -5266997.863959 + Penalty 5165.107341 = -5261832.756619
  nChanged 7
		SP:Iteration 199Q (163661.120000 sec): 3 clusters
  Score: Raw -5266998.161402 + Penalty 5165.107341 = -5261833.054061
  nChanged 4
		SP:Iteration 200F (163661.660000 sec): 3 clusters
  Score: Raw -5266998.300908 + Penalty 5165.107341 = -5261833.193567
  nChanged 6
		SP:Iteration 201Q (163662.120000 sec): 3 clusters
  Score: Raw -5266998.534611 + Penalty 5165.107341 = -5261833.427271
  nChanged 5
		SP:Iteration 202Q (163662.610000 sec): 3 clusters
  Score: Raw -5266998.760449 + Penalty 5165.107341 = -5261833.653108
  nChanged 2
		SP:Iteration 203Q (163663.110000 sec): 3 clusters
  Score: Raw -5266998.856694 + Penalty 5165.107341 = -5261833.749354
  nChanged 3
		SP:Iteration 204Q (163663.500000 sec): 3 clusters
  Score: Raw -5266999.054530 + Penalty 5165.107341 = -5261833.947189
  nChanged 6
		SP:Iteration 205Q (163663.990000 sec): 3 clusters
  Score: Raw -5266999.294699 + Penalty 5165.107341 = -5261834.187359
  nChanged 2
		SP:Iteration 206Q (163664.400000 sec): 3 clusters
  Score: Raw -5266999.375496 + Penalty 5165.107341 = -5261834.268156
  nChanged 4
		SP:Iteration 207Q (163664.810000 sec): 3 clusters
  Score: Raw -5266999.546523 + Penalty 5165.107341 = -5261834.439182
  nChanged 3
		SP:Iteration 208Q (163665.310000 sec): 3 clusters
  Score: Raw -5266999.764758 + Penalty 5165.107341 = -5261834.657418
  nChanged 4
		SP:Iteration 209Q (163665.770000 sec): 3 clusters
  Score: Raw -5266999.898218 + Penalty 5165.107341 = -5261834.790877
  nChanged 3
		SP:Iteration 210Q (163666.190000 sec): 3 clusters
  Score: Raw -5267000.078908 + Penalty 5165.107341 = -5261834.971567
  nChanged 8
		SP:Iteration 211Q (163666.630000 sec): 3 clusters
  Score: Raw -5267000.452905 + Penalty 5165.107341 = -5261835.345565
  nChanged 10
		SP:Iteration 212Q (163667.100000 sec): 3 clusters
  Score: Raw -5267001.040342 + Penalty 5165.107341 = -5261835.933001
  nChanged 11
		SP:Iteration 213Q (163667.540000 sec): 3 clusters
  Score: Raw -5267001.798159 + Penalty 5165.107341 = -5261836.690819
  nChanged 13
		SP:Iteration 214Q (163667.950000 sec): 3 clusters
  Score: Raw -5267002.518289 + Penalty 5165.107341 = -5261837.410948
  nChanged 12
		SP:Iteration 215Q (163668.320000 sec): 3 clusters
  Score: Raw -5267003.134929 + Penalty 5165.107341 = -5261838.027588
  nChanged 11
		SP:Iteration 216Q (163668.760000 sec): 3 clusters
  Score: Raw -5267003.602127 + Penalty 5165.107341 = -5261838.494786
  nChanged 11
		SP:Iteration 217Q (163669.140000 sec): 3 clusters
  Score: Raw -5267004.031258 + Penalty 5165.107341 = -5261838.923917
  nChanged 11
		SP:Iteration 218Q (163669.580000 sec): 3 clusters
  Score: Raw -5267004.596571 + Penalty 5165.107341 = -5261839.489230
  nChanged 11
		SP:Iteration 219Q (163669.990000 sec): 3 clusters
  Score: Raw -5267005.127610 + Penalty 5165.107341 = -5261840.020269
  nChanged 9
		SP:Iteration 220F (163670.400000 sec): 3 clusters
  Score: Raw -5267005.481693 + Penalty 5165.107341 = -5261840.374352
  nChanged 6
		SP:Iteration 221Q (163670.760000 sec): 3 clusters
  Score: Raw -5267005.701107 + Penalty 5165.107341 = -5261840.593766
  nChanged 7
		SP:Iteration 222Q (163671.210000 sec): 3 clusters
  Score: Raw -5267006.148067 + Penalty 5165.107341 = -5261841.040726
  nChanged 11
		SP:Iteration 223Q (163671.680000 sec): 3 clusters
  Score: Raw -5267006.819278 + Penalty 5165.107341 = -5261841.711937
  nChanged 19
		SP:Iteration 224Q (163672.040000 sec): 3 clusters
  Score: Raw -5267008.032507 + Penalty 5165.107341 = -5261842.925166
  nChanged 24
		SP:Iteration 225Q (163672.420000 sec): 3 clusters
  Score: Raw -5267009.438071 + Penalty 5165.107341 = -5261844.330731
  nChanged 26
		SP:Iteration 226Q (163672.840000 sec): 3 clusters
  Score: Raw -5267010.981609 + Penalty 5165.107341 = -5261845.874269
  nChanged 28
		SP:Iteration 227Q (163673.230000 sec): 3 clusters
  Score: Raw -5267012.990571 + Penalty 5165.107341 = -5261847.883231
  nChanged 31
		SP:Iteration 228Q (163673.720000 sec): 3 clusters
  Score: Raw -5267014.853692 + Penalty 5165.107341 = -5261849.746351
  nChanged 29
		SP:Iteration 229Q (163674.160000 sec): 3 clusters
  Score: Raw -5267017.100672 + Penalty 5165.107341 = -5261851.993331
  nChanged 39
		SP:Iteration 230Q (163674.550000 sec): 3 clusters
  Score: Raw -5267019.810752 + Penalty 5165.107341 = -5261854.703411
  nChanged 34
		SP:Iteration 231Q (163674.960000 sec): 3 clusters
  Score: Raw -5267022.365368 + Penalty 5165.107341 = -5261857.258027
  nChanged 43
		SP:Iteration 232Q (163675.420000 sec): 3 clusters
  Score: Raw -5267025.400878 + Penalty 5165.107341 = -5261860.293538
  nChanged 46
		SP:Iteration 233Q (163675.820000 sec): 3 clusters
  Score: Raw -5267028.701005 + Penalty 5165.107341 = -5261863.593664
  nChanged 39
		SP:Iteration 234Q (163676.260000 sec): 3 clusters
  Score: Raw -5267031.205615 + Penalty 5165.107341 = -5261866.098274
  nChanged 35
		SP:Iteration 235Q (163676.760000 sec): 3 clusters
  Score: Raw -5267033.700566 + Penalty 5165.107341 = -5261868.593226
  nChanged 48
		SP:Iteration 236Q (163677.180000 sec): 3 clusters
  Score: Raw -5267037.057794 + Penalty 5165.107341 = -5261871.950453
  nChanged 39
		SP:Iteration 237Q (163677.600000 sec): 3 clusters
  Score: Raw -5267039.621844 + Penalty 5165.107341 = -5261874.514503
  nChanged 49
		SP:Iteration 238Q (163678.020000 sec): 3 clusters
  Score: Raw -5267043.062781 + Penalty 5165.107341 = -5261877.955441
  nChanged 52
		SP:Iteration 239Q (163678.470000 sec): 3 clusters
  Score: Raw -5267047.209488 + Penalty 5165.107341 = -5261882.102147
  nChanged 66
		SP:Iteration 240F (163678.930000 sec): 3 clusters
  Score: Raw -5267052.381050 + Penalty 5165.107341 = -5261887.273709
  nChanged 54
		SP:Iteration 241Q (163679.390000 sec): 3 clusters
  Score: Raw -5267056.997705 + Penalty 5165.107341 = -5261891.890364
  nChanged 41
		SP:Iteration 242Q (163679.850000 sec): 3 clusters
  Score: Raw -5267060.121511 + Penalty 5165.107341 = -5261895.014171
  nChanged 41
		SP:Iteration 243Q (163680.310000 sec): 3 clusters
  Score: Raw -5267063.048918 + Penalty 5165.107341 = -5261897.941577
  nChanged 40
		SP:Iteration 244Q (163680.770000 sec): 3 clusters
  Score: Raw -5267066.108433 + Penalty 5165.107341 = -5261901.001093
  nChanged 37
		SP:Iteration 245Q (163681.220000 sec): 3 clusters
  Score: Raw -5267068.962808 + Penalty 5165.107341 = -5261903.855467
  nChanged 48
		SP:Iteration 246Q (163681.690000 sec): 3 clusters
  Score: Raw -5267072.651546 + Penalty 5165.107341 = -5261907.544206
  nChanged 54
		SP:Iteration 247Q (163682.150000 sec): 3 clusters
  Score: Raw -5267077.396330 + Penalty 5165.107341 = -5261912.288989
  nChanged 74
		SP:Iteration 248Q (163682.610000 sec): 3 clusters
  Score: Raw -5267083.204706 + Penalty 5165.107341 = -5261918.097365
  nChanged 63
		SP:Iteration 249Q (163683.080000 sec): 3 clusters
  Score: Raw -5267088.843756 + Penalty 5165.107341 = -5261923.736415
  nChanged 68
		SP:Iteration 250Q (163683.540000 sec): 3 clusters
  Score: Raw -5267094.926970 + Penalty 5165.107341 = -5261929.819629
  nChanged 72
		SP:Iteration 251Q (163684.000000 sec): 3 clusters
  Score: Raw -5267101.100626 + Penalty 5165.107341 = -5261935.993286
  nChanged 84
		SP:Iteration 252Q (163684.470000 sec): 3 clusters
  Score: Raw -5267110.184905 + Penalty 5165.107341 = -5261945.077565
  nChanged 106
		SP:Iteration 253Q (163684.930000 sec): 3 clusters
  Score: Raw -5267121.960987 + Penalty 5165.107341 = -5261956.853647
  nChanged 127
		SP:Iteration 254Q (163685.400000 sec): 3 clusters
  Score: Raw -5267137.813290 + Penalty 5165.107341 = -5261972.705950
  nChanged 126
		SP:Iteration 255Q (163685.860000 sec): 3 clusters
  Score: Raw -5267153.189928 + Penalty 5165.107341 = -5261988.082587
  nChanged 124
		SP:Iteration 256Q (163686.320000 sec): 3 clusters
  Score: Raw -5267169.913630 + Penalty 5165.107341 = -5262004.806289
  nChanged 147
		SP:Iteration 257Q (163686.790000 sec): 3 clusters
  Score: Raw -5267189.267531 + Penalty 5165.107341 = -5262024.160190
  nChanged 149
		SP:Iteration 258Q (163687.260000 sec): 3 clusters
  Score: Raw -5267209.345097 + Penalty 5165.107341 = -5262044.237757
  nChanged 151
		SP:Iteration 259Q (163687.700000 sec): 3 clusters
  Score: Raw -5267231.563395 + Penalty 5165.107341 = -5262066.456054
  nChanged 164
		SP:Iteration 260F (163688.170000 sec): 3 clusters
  Score: Raw -5267257.224628 + Penalty 5165.107341 = -5262092.117288
  nChanged 181
		SP:Iteration 261Q (163688.640000 sec): 3 clusters
  Score: Raw -5267285.827732 + Penalty 5165.107341 = -5262120.720391
  nChanged 189
		SP:Iteration 262Q (163689.100000 sec): 3 clusters
  Score: Raw -5267320.498916 + Penalty 5165.107341 = -5262155.391575
  nChanged 227
		SP:Iteration 263Q (163689.570000 sec): 3 clusters
  Score: Raw -5267371.916990 + Penalty 5165.107341 = -5262206.809650
  nChanged 244
		SP:Iteration 264Q (163690.040000 sec): 3 clusters
  Score: Raw -5267429.961960 + Penalty 5165.107341 = -5262264.854620
  nChanged 241
		SP:Iteration 265Q (163690.500000 sec): 3 clusters
  Score: Raw -5267490.948403 + Penalty 5165.107341 = -5262325.841063
  nChanged 268
		SP:Iteration 266Q (163690.960000 sec): 3 clusters
  Score: Raw -5267572.294089 + Penalty 5165.107341 = -5262407.186748
  nChanged 311
		SP:Iteration 267Q (163691.430000 sec): 3 clusters
  Score: Raw -5267684.142427 + Penalty 5165.107341 = -5262519.035086
  nChanged 325
		SP:Iteration 268Q (163691.900000 sec): 3 clusters
  Score: Raw -5267827.760988 + Penalty 5165.107341 = -5262662.653647
  nChanged 349
		SP:Iteration 269Q (163692.370000 sec): 3 clusters
  Score: Raw -5268044.224645 + Penalty 5165.107341 = -5262879.117304
  nChanged 402
		SP:Iteration 270Q (163692.840000 sec): 3 clusters
  Score: Raw -5268410.938487 + Penalty 5165.107341 = -5263245.831147
  nChanged 432
		SP:Iteration 271Q (163693.300000 sec): 3 clusters
  Score: Raw -5268881.136031 + Penalty 5165.107341 = -5263716.028690
  nChanged 436
		SP:Iteration 272Q (163693.780000 sec): 3 clusters
  Score: Raw -5269355.056770 + Penalty 5165.107341 = -5264189.949429
  nChanged 404
		SP:Iteration 273Q (163694.130000 sec): 3 clusters
  Score: Raw -5269693.923903 + Penalty 5165.107341 = -5264528.816562
  nChanged 339
		SP:Iteration 274Q (163694.540000 sec): 3 clusters
  Score: Raw -5269910.265146 + Penalty 5165.107341 = -5264745.157805
  nChanged 276
		SP:Iteration 275Q (163694.960000 sec): 3 clusters
  Score: Raw -5270047.447836 + Penalty 5165.107341 = -5264882.340496
  nChanged 198
		SP:Iteration 276Q (163695.400000 sec): 3 clusters
  Score: Raw -5270131.001078 + Penalty 5165.107341 = -5264965.893738
  nChanged 165
		SP:Iteration 277Q (163695.810000 sec): 3 clusters
  Score: Raw -5270187.030406 + Penalty 5165.107341 = -5265021.923066
  nChanged 125
		SP:Iteration 278Q (163696.180000 sec): 3 clusters
  Score: Raw -5270221.293599 + Penalty 5165.107341 = -5265056.186258
  nChanged 96
		SP:Iteration 279Q (163696.640000 sec): 3 clusters
  Score: Raw -5270246.589088 + Penalty 5165.107341 = -5265081.481747
  nChanged 70
		SP:Iteration 280F (163697.070000 sec): 3 clusters
  Score: Raw -5270263.842348 + Penalty 5165.107341 = -5265098.735007
  nChanged 60
		SP:Iteration 281Q (163697.520000 sec): 3 clusters
  Score: Raw -5270278.088204 + Penalty 5165.107341 = -5265112.980863
  nChanged 57
		SP:Iteration 282Q (163697.960000 sec): 3 clusters
  Score: Raw -5270290.115564 + Penalty 5165.107341 = -5265125.008223
  nChanged 50
		SP:Iteration 283Q (163698.410000 sec): 3 clusters
  Score: Raw -5270300.938281 + Penalty 5165.107341 = -5265135.830941
  nChanged 37
		SP:Iteration 284Q (163698.820000 sec): 3 clusters
  Score: Raw -5270307.343062 + Penalty 5165.107341 = -5265142.235722
  nChanged 29
		SP:Iteration 285Q (163699.180000 sec): 3 clusters
  Score: Raw -5270311.803824 + Penalty 5165.107341 = -5265146.696483
  nChanged 30
		SP:Iteration 286Q (163699.600000 sec): 3 clusters
  Score: Raw -5270318.023656 + Penalty 5165.107341 = -5265152.916316
  nChanged 28
		SP:Iteration 287Q (163700.050000 sec): 3 clusters
  Score: Raw -5270322.993059 + Penalty 5165.107341 = -5265157.885719
  nChanged 31
		SP:Iteration 288Q (163700.500000 sec): 3 clusters
  Score: Raw -5270327.928650 + Penalty 5165.107341 = -5265162.821310
  nChanged 25
		SP:Iteration 289Q (163700.880000 sec): 3 clusters
  Score: Raw -5270332.093896 + Penalty 5165.107341 = -5265166.986555
  nChanged 22
		SP:Iteration 290Q (163701.290000 sec): 3 clusters
  Score: Raw -5270335.772810 + Penalty 5165.107341 = -5265170.665469
  nChanged 21
		SP:Iteration 291Q (163701.690000 sec): 3 clusters
  Score: Raw -5270339.190613 + Penalty 5165.107341 = -5265174.083273
  nChanged 17
		SP:Iteration 292Q (163702.080000 sec): 3 clusters
  Score: Raw -5270342.060898 + Penalty 5165.107341 = -5265176.953557
  nChanged 22
		SP:Iteration 293Q (163702.470000 sec): 3 clusters
  Score: Raw -5270346.539982 + Penalty 5165.107341 = -5265181.432642
  nChanged 32
		SP:Iteration 294Q (163702.870000 sec): 3 clusters
  Score: Raw -5270354.440971 + Penalty 5165.107341 = -5265189.333631
  nChanged 31
		SP:Iteration 295Q (163703.290000 sec): 3 clusters
  Score: Raw -5270362.322929 + Penalty 5165.107341 = -5265197.215588
  nChanged 30
		SP:Iteration 296Q (163703.700000 sec): 3 clusters
  Score: Raw -5270367.505529 + Penalty 5165.107341 = -5265202.398188
  nChanged 18
		SP:Iteration 297Q (163704.140000 sec): 3 clusters
  Score: Raw -5270370.530744 + Penalty 5165.107341 = -5265205.423404
  nChanged 15
		SP:Iteration 298Q (163704.520000 sec): 3 clusters
  Score: Raw -5270373.570757 + Penalty 5165.107341 = -5265208.463416
  nChanged 23
		SP:Iteration 299Q (163704.930000 sec): 3 clusters
  Score: Raw -5270378.245271 + Penalty 5165.107341 = -5265213.137930
  nChanged 23
		SP:Iteration 300F (163705.310000 sec): 3 clusters
  Score: Raw -5270382.414233 + Penalty 5165.107341 = -5265217.306893
  nChanged 28
		SP:Iteration 301Q (163705.700000 sec): 3 clusters
  Score: Raw -5270387.551442 + Penalty 5165.107341 = -5265222.444101
  nChanged 20
		SP:Iteration 302Q (163706.060000 sec): 3 clusters
  Score: Raw -5270391.464283 + Penalty 5165.107341 = -5265226.356942
  nChanged 22
		SP:Iteration 303Q (163706.420000 sec): 3 clusters
  Score: Raw -5270395.450416 + Penalty 5165.107341 = -5265230.343076
  nChanged 21
		SP:Iteration 304Q (163706.840000 sec): 3 clusters
  Score: Raw -5270399.317487 + Penalty 5165.107341 = -5265234.210147
  nChanged 18
		SP:Iteration 305Q (163707.200000 sec): 3 clusters
  Score: Raw -5270401.913954 + Penalty 5165.107341 = -5265236.806613
  nChanged 16
		SP:Iteration 306Q (163707.540000 sec): 3 clusters
  Score: Raw -5270405.024571 + Penalty 5165.107341 = -5265239.917231
  nChanged 18
		SP:Iteration 307Q (163707.970000 sec): 3 clusters
  Score: Raw -5270408.215960 + Penalty 5165.107341 = -5265243.108620
  nChanged 16
		SP:Iteration 308Q (163708.360000 sec): 3 clusters
  Score: Raw -5270410.537236 + Penalty 5165.107341 = -5265245.429896
  nChanged 11
		SP:Iteration 309Q (163708.750000 sec): 3 clusters
  Score: Raw -5270411.996521 + Penalty 5165.107341 = -5265246.889181
  nChanged 8
		SP:Iteration 310Q (163709.160000 sec): 3 clusters
  Score: Raw -5270413.265364 + Penalty 5165.107341 = -5265248.158023
  nChanged 8
		SP:Iteration 311Q (163709.560000 sec): 3 clusters
  Score: Raw -5270414.330836 + Penalty 5165.107341 = -5265249.223495
  nChanged 7
		SP:Iteration 312Q (163709.960000 sec): 3 clusters
  Score: Raw -5270415.377790 + Penalty 5165.107341 = -5265250.270449
  nChanged 7
		SP:Iteration 313Q (163710.430000 sec): 3 clusters
  Score: Raw -5270416.185162 + Penalty 5165.107341 = -5265251.077822
  nChanged 5
		SP:Iteration 314Q (163710.800000 sec): 3 clusters
  Score: Raw -5270416.785568 + Penalty 5165.107341 = -5265251.678228
  nChanged 4
		SP:Iteration 315Q (163711.180000 sec): 3 clusters
  Score: Raw -5270417.340915 + Penalty 5165.107341 = -5265252.233575
  nChanged 5
		SP:Iteration 316Q (163711.640000 sec): 3 clusters
  Score: Raw -5270418.189535 + Penalty 5165.107341 = -5265253.082194
  nChanged 4
		SP:Iteration 317Q (163712.110000 sec): 3 clusters
  Score: Raw -5270418.815514 + Penalty 5165.107341 = -5265253.708173
  nChanged 5
		SP:Iteration 318Q (163712.460000 sec): 3 clusters
  Score: Raw -5270419.672978 + Penalty 5165.107341 = -5265254.565637
  nChanged 4
		SP:Iteration 319Q (163712.890000 sec): 3 clusters
  Score: Raw -5270420.466381 + Penalty 5165.107341 = -5265255.359040
  nChanged 4
		SP:Iteration 320F (163713.380000 sec): 3 clusters
  Score: Raw -5270420.972408 + Penalty 5165.107341 = -5265255.865067
  nChanged 4
		SP:Iteration 321Q (163713.770000 sec): 3 clusters
  Score: Raw -5270421.398671 + Penalty 5165.107341 = -5265256.291330
  nChanged 2
		SP:Iteration 322Q (163714.190000 sec): 3 clusters
  Score: Raw -5270421.682942 + Penalty 5165.107341 = -5265256.575601
  nChanged 2
		SP:Iteration 323Q (163714.530000 sec): 3 clusters
  Score: Raw -5270422.077027 + Penalty 5165.107341 = -5265256.969687
  nChanged 3
		SP:Iteration 324Q (163714.940000 sec): 3 clusters
  Score: Raw -5270422.460662 + Penalty 5165.107341 = -5265257.353322
  nChanged 2
		SP:Iteration 325Q (163715.260000 sec): 3 clusters
  Score: Raw -5270422.687970 + Penalty 5165.107341 = -5265257.580629
  nChanged 1
		SP:Iteration 326Q (163715.700000 sec): 3 clusters
  Score: Raw -5270422.878674 + Penalty 5165.107341 = -5265257.771334
  nChanged 1
		SP:Iteration 327Q (163716.060000 sec): 3 clusters
  Score: Raw -5270422.978119 + Penalty 5165.107341 = -5265257.870778
  nChanged 0
		SP:Iteration 328F (163716.500000 sec): 3 clusters
  Score: Raw -5270422.978119 + Penalty 5165.107341 = -5265257.870778
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 26 (31122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163716.730000 sec): 2 clusters
  Score: Raw -5072732.171511 + Penalty 2565.726220 = -5070166.445290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163717.100000 sec): 3 clusters
  Score: Raw -5053998.408490 + Penalty 5131.452441 = -5048866.956049
  nChanged 14050
		SP:Iteration 1F (163717.520000 sec): 3 clusters
  Score: Raw -5061573.981486 + Penalty 5131.452441 = -5056442.529045
  nChanged 1535
		SP:Iteration 2Q (163717.980000 sec): 3 clusters
  Score: Raw -5062131.297328 + Penalty 5131.452441 = -5056999.844888
  nChanged 1516
		SP:Iteration 3Q (163718.370000 sec): 3 clusters
  Score: Raw -5062740.511423 + Penalty 5131.452441 = -5057609.058982
  nChanged 1564
		SP:Iteration 4F (163718.770000 sec): 3 clusters
  Score: Raw -5063449.597990 + Penalty 5131.452441 = -5058318.145549
  nChanged 1652
		SP:Iteration 5F (163719.150000 sec): 3 clusters
  Score: Raw -5064267.710392 + Penalty 5131.452441 = -5059136.257952
  nChanged 1770
		SP:Iteration 6F (163719.580000 sec): 3 clusters
  Score: Raw -5065225.060857 + Penalty 5131.452441 = -5060093.608416
  nChanged 1812
		SP:Iteration 7F (163720.000000 sec): 3 clusters
  Score: Raw -5066290.086211 + Penalty 5131.452441 = -5061158.633770
  nChanged 1742
		SP:Iteration 8F (163720.380000 sec): 3 clusters
  Score: Raw -5067375.235415 + Penalty 5131.452441 = -5062243.782974
  nChanged 1581
		SP:Iteration 9F (163720.840000 sec): 3 clusters
  Score: Raw -5068438.392666 + Penalty 5131.452441 = -5063306.940225
  nChanged 1458
		SP:Iteration 10Q (163721.220000 sec): 3 clusters
  Score: Raw -5069543.502348 + Penalty 5131.452441 = -5064412.049907
  nChanged 1225
		SP:Iteration 11Q (163721.640000 sec): 3 clusters
  Score: Raw -5070515.016028 + Penalty 5131.452441 = -5065383.563588
  nChanged 965
		SP:Iteration 12Q (163722.060000 sec): 3 clusters
  Score: Raw -5071320.923359 + Penalty 5131.452441 = -5066189.470918
  nChanged 695
		SP:Iteration 13Q (163722.420000 sec): 3 clusters
  Score: Raw -5071853.554929 + Penalty 5131.452441 = -5066722.102488
  nChanged 483
		SP:Iteration 14Q (163722.830000 sec): 3 clusters
  Score: Raw -5072190.720574 + Penalty 5131.452441 = -5067059.268133
  nChanged 350
		SP:Iteration 15Q (163723.220000 sec): 3 clusters
  Score: Raw -5072411.456721 + Penalty 5131.452441 = -5067280.004280
  nChanged 251
		SP:Iteration 16Q (163723.590000 sec): 3 clusters
  Score: Raw -5072545.616451 + Penalty 5131.452441 = -5067414.164010
  nChanged 178
		SP:Iteration 17Q (163724.020000 sec): 3 clusters
  Score: Raw -5072637.421101 + Penalty 5131.452441 = -5067505.968660
  nChanged 146
		SP:Iteration 18Q (163724.440000 sec): 3 clusters
  Score: Raw -5072707.815218 + Penalty 5131.452441 = -5067576.362778
  nChanged 128
		SP:Iteration 19Q (163724.940000 sec): 3 clusters
  Score: Raw -5072766.349504 + Penalty 5131.452441 = -5067634.897063
  nChanged 98
		SP:Iteration 20F (163725.310000 sec): 3 clusters
  Score: Raw -5072813.950480 + Penalty 5131.452441 = -5067682.498039
  nChanged 84
		SP:Iteration 21Q (163725.700000 sec): 3 clusters
  Score: Raw -5072849.125432 + Penalty 5131.452441 = -5067717.672991
  nChanged 59
		SP:Iteration 22Q (163726.070000 sec): 3 clusters
  Score: Raw -5072876.673851 + Penalty 5131.452441 = -5067745.221410
  nChanged 58
		SP:Iteration 23Q (163726.460000 sec): 3 clusters
  Score: Raw -5072904.749680 + Penalty 5131.452441 = -5067773.297239
  nChanged 55
		SP:Iteration 24Q (163726.910000 sec): 3 clusters
  Score: Raw -5072929.678763 + Penalty 5131.452441 = -5067798.226322
  nChanged 40
		SP:Iteration 25Q (163727.350000 sec): 3 clusters
  Score: Raw -5072950.965465 + Penalty 5131.452441 = -5067819.513025
  nChanged 38
		SP:Iteration 26Q (163727.730000 sec): 3 clusters
  Score: Raw -5072974.057995 + Penalty 5131.452441 = -5067842.605554
  nChanged 39
		SP:Iteration 27Q (163728.120000 sec): 3 clusters
  Score: Raw -5072994.260253 + Penalty 5131.452441 = -5067862.807812
  nChanged 35
		SP:Iteration 28Q (163728.520000 sec): 3 clusters
  Score: Raw -5073007.118998 + Penalty 5131.452441 = -5067875.666557
  nChanged 18
		SP:Iteration 29Q (163728.900000 sec): 3 clusters
  Score: Raw -5073014.379858 + Penalty 5131.452441 = -5067882.927417
  nChanged 14
		SP:Iteration 30Q (163729.340000 sec): 3 clusters
  Score: Raw -5073021.002325 + Penalty 5131.452441 = -5067889.549884
  nChanged 13
		SP:Iteration 31Q (163729.750000 sec): 3 clusters
  Score: Raw -5073027.087300 + Penalty 5131.452441 = -5067895.634859
  nChanged 17
		SP:Iteration 32Q (163730.090000 sec): 3 clusters
  Score: Raw -5073034.895688 + Penalty 5131.452441 = -5067903.443247
  nChanged 19
		SP:Iteration 33Q (163730.520000 sec): 3 clusters
  Score: Raw -5073043.295561 + Penalty 5131.452441 = -5067911.843120
  nChanged 16
		SP:Iteration 34Q (163730.820000 sec): 3 clusters
  Score: Raw -5073050.200296 + Penalty 5131.452441 = -5067918.747855
  nChanged 18
		SP:Iteration 35Q (163731.210000 sec): 3 clusters
  Score: Raw -5073059.878248 + Penalty 5131.452441 = -5067928.425807
  nChanged 20
		SP:Iteration 36Q (163731.550000 sec): 3 clusters
  Score: Raw -5073069.543487 + Penalty 5131.452441 = -5067938.091046
  nChanged 18
		SP:Iteration 37Q (163731.900000 sec): 3 clusters
  Score: Raw -5073076.668767 + Penalty 5131.452441 = -5067945.216326
  nChanged 19
		SP:Iteration 38Q (163732.200000 sec): 3 clusters
  Score: Raw -5073086.332984 + Penalty 5131.452441 = -5067954.880543
  nChanged 16
		SP:Iteration 39Q (163732.660000 sec): 3 clusters
  Score: Raw -5073093.145367 + Penalty 5131.452441 = -5067961.692926
  nChanged 9
		SP:Iteration 40F (163733.080000 sec): 3 clusters
  Score: Raw -5073097.884008 + Penalty 5131.452441 = -5067966.431567
  nChanged 8
		SP:Iteration 41Q (163733.460000 sec): 3 clusters
  Score: Raw -5073101.287583 + Penalty 5131.452441 = -5067969.835142
  nChanged 4
		SP:Iteration 42Q (163733.800000 sec): 3 clusters
  Score: Raw -5073103.825702 + Penalty 5131.452441 = -5067972.373261
  nChanged 7
		SP:Iteration 43Q (163734.220000 sec): 3 clusters
  Score: Raw -5073106.662309 + Penalty 5131.452441 = -5067975.209868
  nChanged 6
		SP:Iteration 44Q (163734.590000 sec): 3 clusters
  Score: Raw -5073108.628659 + Penalty 5131.452441 = -5067977.176218
  nChanged 4
		SP:Iteration 45Q (163735.010000 sec): 3 clusters
  Score: Raw -5073110.597042 + Penalty 5131.452441 = -5067979.144601
  nChanged 3
		SP:Iteration 46Q (163735.360000 sec): 3 clusters
  Score: Raw -5073111.399938 + Penalty 5131.452441 = -5067979.947497
  nChanged 4
		SP:Iteration 47Q (163735.800000 sec): 3 clusters
  Score: Raw -5073113.593727 + Penalty 5131.452441 = -5067982.141287
  nChanged 2
		SP:Iteration 48Q (163736.200000 sec): 3 clusters
  Score: Raw -5073114.287779 + Penalty 5131.452441 = -5067982.835338
  nChanged 4
		SP:Iteration 49Q (163736.590000 sec): 3 clusters
  Score: Raw -5073115.615761 + Penalty 5131.452441 = -5067984.163321
  nChanged 4
		SP:Iteration 50Q (163737.030000 sec): 3 clusters
  Score: Raw -5073117.191900 + Penalty 5131.452441 = -5067985.739460
  nChanged 4
		SP:Iteration 51Q (163737.460000 sec): 3 clusters
  Score: Raw -5073118.670906 + Penalty 5131.452441 = -5067987.218465
  nChanged 4
		SP:Iteration 52Q (163737.860000 sec): 3 clusters
  Score: Raw -5073120.719440 + Penalty 5131.452441 = -5067989.266999
  nChanged 1
		SP:Iteration 53Q (163738.240000 sec): 3 clusters
  Score: Raw -5073120.834706 + Penalty 5131.452441 = -5067989.382266
  nChanged 1
		SP:Iteration 54Q (163738.610000 sec): 3 clusters
  Score: Raw -5073121.769603 + Penalty 5131.452441 = -5067990.317162
  nChanged 4
		SP:Iteration 55Q (163738.950000 sec): 3 clusters
  Score: Raw -5073123.363191 + Penalty 5131.452441 = -5067991.910751
  nChanged 2
		SP:Iteration 56Q (163739.320000 sec): 3 clusters
  Score: Raw -5073124.877205 + Penalty 5131.452441 = -5067993.424764
  nChanged 2
		SP:Iteration 57Q (163739.740000 sec): 3 clusters
  Score: Raw -5073125.969648 + Penalty 5131.452441 = -5067994.517207
  nChanged 3
		SP:Iteration 58Q (163740.100000 sec): 3 clusters
  Score: Raw -5073127.398349 + Penalty 5131.452441 = -5067995.945908
  nChanged 1
		SP:Iteration 59Q (163740.450000 sec): 3 clusters
  Score: Raw -5073127.958480 + Penalty 5131.452441 = -5067996.506039
  nChanged 4
		SP:Iteration 60F (163740.810000 sec): 3 clusters
  Score: Raw -5073129.222329 + Penalty 5131.452441 = -5067997.769888
  nChanged 2
		SP:Iteration 61Q (163741.210000 sec): 3 clusters
  Score: Raw -5073130.011257 + Penalty 5131.452441 = -5067998.558816
  nChanged 1
		SP:Iteration 62Q (163741.600000 sec): 3 clusters
  Score: Raw -5073130.740698 + Penalty 5131.452441 = -5067999.288257
  nChanged 1
		SP:Iteration 63Q (163741.990000 sec): 3 clusters
  Score: Raw -5073130.959193 + Penalty 5131.452441 = -5067999.506752
  nChanged 0
		SP:Iteration 64F (163742.360000 sec): 3 clusters
  Score: Raw -5073130.959193 + Penalty 5131.452441 = -5067999.506752
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 27 (5807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163742.590000 sec): 2 clusters
  Score: Raw -926638.925375 + Penalty 2149.371203 = -924489.554172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163742.730000 sec): 3 clusters
  Score: Raw -923787.617410 + Penalty 4298.742405 = -919488.875005
  nChanged 2228
		SP:Iteration 1F (163742.920000 sec): 3 clusters
  Score: Raw -924987.432506 + Penalty 4298.742405 = -920688.690101
  nChanged 419
		SP:Iteration 2F (163743.130000 sec): 3 clusters
  Score: Raw -925230.854691 + Penalty 4298.742405 = -920932.112286
  nChanged 300
		SP:Iteration 3F (163743.330000 sec): 3 clusters
  Score: Raw -925375.869609 + Penalty 4298.742405 = -921077.127203
  nChanged 233
		SP:Iteration 4Q (163743.610000 sec): 3 clusters
  Score: Raw -925485.628082 + Penalty 4298.742405 = -921186.885677
  nChanged 171
		SP:Iteration 5Q (163743.810000 sec): 3 clusters
  Score: Raw -925565.265127 + Penalty 4298.742405 = -921266.522722
  nChanged 156
		SP:Iteration 6Q (163743.990000 sec): 3 clusters
  Score: Raw -925641.477326 + Penalty 4298.742405 = -921342.734921
  nChanged 116
		SP:Iteration 7Q (163744.190000 sec): 3 clusters
  Score: Raw -925689.128662 + Penalty 4298.742405 = -921390.386257
  nChanged 98
		SP:Iteration 8Q (163744.400000 sec): 3 clusters
  Score: Raw -925729.170060 + Penalty 4298.742405 = -921430.427655
  nChanged 83
		SP:Iteration 9Q (163744.600000 sec): 3 clusters
  Score: Raw -925765.496075 + Penalty 4298.742405 = -921466.753670
  nChanged 73
		SP:Iteration 10Q (163744.790000 sec): 3 clusters
  Score: Raw -925796.977731 + Penalty 4298.742405 = -921498.235326
  nChanged 79
		SP:Iteration 11Q (163745.000000 sec): 3 clusters
  Score: Raw -925827.895521 + Penalty 4298.742405 = -921529.153116
  nChanged 65
		SP:Iteration 12Q (163745.210000 sec): 3 clusters
  Score: Raw -925856.261816 + Penalty 4298.742405 = -921557.519411
  nChanged 78
		SP:Iteration 13Q (163745.470000 sec): 3 clusters
  Score: Raw -925886.728661 + Penalty 4298.742405 = -921587.986256
  nChanged 68
		SP:Iteration 14Q (163745.720000 sec): 3 clusters
  Score: Raw -925916.393023 + Penalty 4298.742405 = -921617.650618
  nChanged 69
		SP:Iteration 15Q (163745.950000 sec): 3 clusters
  Score: Raw -925945.446130 + Penalty 4298.742405 = -921646.703724
  nChanged 72
		SP:Iteration 16Q (163746.200000 sec): 3 clusters
  Score: Raw -925977.242270 + Penalty 4298.742405 = -921678.499864
  nChanged 74
		SP:Iteration 17Q (163746.420000 sec): 3 clusters
  Score: Raw -926015.512695 + Penalty 4298.742405 = -921716.770290
  nChanged 86
		SP:Iteration 18Q (163746.600000 sec): 3 clusters
  Score: Raw -926053.190104 + Penalty 4298.742405 = -921754.447698
  nChanged 79
		SP:Iteration 19Q (163746.770000 sec): 3 clusters
  Score: Raw -926090.008826 + Penalty 4298.742405 = -921791.266421
  nChanged 74
		SP:Iteration 20F (163746.950000 sec): 3 clusters
  Score: Raw -926127.900634 + Penalty 4298.742405 = -921829.158229
  nChanged 84
		SP:Iteration 21Q (163747.150000 sec): 3 clusters
  Score: Raw -926160.476959 + Penalty 4298.742405 = -921861.734554
  nChanged 85
		SP:Iteration 22Q (163747.380000 sec): 3 clusters
  Score: Raw -926196.685803 + Penalty 4298.742405 = -921897.943398
  nChanged 80
		SP:Iteration 23Q (163747.650000 sec): 3 clusters
  Score: Raw -926237.910141 + Penalty 4298.742405 = -921939.167736
  nChanged 84
		SP:Iteration 24Q (163747.860000 sec): 3 clusters
  Score: Raw -926280.932446 + Penalty 4298.742405 = -921982.190041
  nChanged 76
		SP:Iteration 25Q (163748.100000 sec): 3 clusters
  Score: Raw -926318.490666 + Penalty 4298.742405 = -922019.748261
  nChanged 72
		SP:Iteration 26Q (163748.350000 sec): 3 clusters
  Score: Raw -926363.088885 + Penalty 4298.742405 = -922064.346480
  nChanged 74
		SP:Iteration 27Q (163748.560000 sec): 3 clusters
  Score: Raw -926400.317811 + Penalty 4298.742405 = -922101.575406
  nChanged 54
		SP:Iteration 28Q (163748.730000 sec): 3 clusters
  Score: Raw -926434.289529 + Penalty 4298.742405 = -922135.547124
  nChanged 57
		SP:Iteration 29Q (163748.990000 sec): 3 clusters
  Score: Raw -926472.138128 + Penalty 4298.742405 = -922173.395723
  nChanged 58
		SP:Iteration 30Q (163749.170000 sec): 3 clusters
  Score: Raw -926511.981758 + Penalty 4298.742405 = -922213.239353
  nChanged 57
		SP:Iteration 31Q (163749.400000 sec): 3 clusters
  Score: Raw -926545.717206 + Penalty 4298.742405 = -922246.974801
  nChanged 41
		SP:Iteration 32Q (163749.680000 sec): 3 clusters
  Score: Raw -926567.395369 + Penalty 4298.742405 = -922268.652964
  nChanged 34
		SP:Iteration 33Q (163749.910000 sec): 3 clusters
  Score: Raw -926586.533823 + Penalty 4298.742405 = -922287.791417
  nChanged 40
		SP:Iteration 34Q (163750.140000 sec): 3 clusters
  Score: Raw -926609.467360 + Penalty 4298.742405 = -922310.724954
  nChanged 32
		SP:Iteration 35Q (163750.370000 sec): 3 clusters
  Score: Raw -926630.862939 + Penalty 4298.742405 = -922332.120534
  nChanged 37
		SP:Iteration 36Q (163750.650000 sec): 3 clusters
  Score: Raw -926653.891963 + Penalty 4298.742405 = -922355.149558
  nChanged 38
		SP:Iteration 37Q (163750.800000 sec): 3 clusters
  Score: Raw -926679.916214 + Penalty 4298.742405 = -922381.173809
  nChanged 33
		SP:Iteration 38Q (163750.990000 sec): 3 clusters
  Score: Raw -926699.344448 + Penalty 4298.742405 = -922400.602043
  nChanged 29
		SP:Iteration 39Q (163751.190000 sec): 3 clusters
  Score: Raw -926717.773689 + Penalty 4298.742405 = -922419.031284
  nChanged 27
		SP:Iteration 40F (163751.380000 sec): 3 clusters
  Score: Raw -926732.625462 + Penalty 4298.742405 = -922433.883056
  nChanged 21
		SP:Iteration 41Q (163751.560000 sec): 3 clusters
  Score: Raw -926746.843048 + Penalty 4298.742405 = -922448.100642
  nChanged 19
		SP:Iteration 42Q (163751.720000 sec): 3 clusters
  Score: Raw -926760.536614 + Penalty 4298.742405 = -922461.794209
  nChanged 23
		SP:Iteration 43Q (163751.940000 sec): 3 clusters
  Score: Raw -926773.478911 + Penalty 4298.742405 = -922474.736505
  nChanged 17
		SP:Iteration 44Q (163752.140000 sec): 3 clusters
  Score: Raw -926781.931898 + Penalty 4298.742405 = -922483.189493
  nChanged 16
		SP:Iteration 45Q (163752.320000 sec): 3 clusters
  Score: Raw -926790.634115 + Penalty 4298.742405 = -922491.891710
  nChanged 18
		SP:Iteration 46Q (163752.540000 sec): 3 clusters
  Score: Raw -926802.063717 + Penalty 4298.742405 = -922503.321311
  nChanged 15
		SP:Iteration 47Q (163752.800000 sec): 3 clusters
  Score: Raw -926810.176323 + Penalty 4298.742405 = -922511.433918
  nChanged 10
		SP:Iteration 48Q (163752.920000 sec): 3 clusters
  Score: Raw -926817.670418 + Penalty 4298.742405 = -922518.928012
  nChanged 11
		SP:Iteration 49Q (163753.080000 sec): 3 clusters
  Score: Raw -926827.732945 + Penalty 4298.742405 = -922528.990539
  nChanged 12
		SP:Iteration 50Q (163753.280000 sec): 3 clusters
  Score: Raw -926834.390746 + Penalty 4298.742405 = -922535.648341
  nChanged 9
		SP:Iteration 51Q (163753.420000 sec): 3 clusters
  Score: Raw -926839.414238 + Penalty 4298.742405 = -922540.671832
  nChanged 9
		SP:Iteration 52Q (163753.600000 sec): 3 clusters
  Score: Raw -926844.540963 + Penalty 4298.742405 = -922545.798558
  nChanged 7
		SP:Iteration 53Q (163753.770000 sec): 3 clusters
  Score: Raw -926851.130521 + Penalty 4298.742405 = -922552.388116
  nChanged 10
		SP:Iteration 54Q (163753.990000 sec): 3 clusters
  Score: Raw -926860.603534 + Penalty 4298.742405 = -922561.861128
  nChanged 17
		SP:Iteration 55Q (163754.130000 sec): 3 clusters
  Score: Raw -926872.303506 + Penalty 4298.742405 = -922573.561101
  nChanged 14
		SP:Iteration 56Q (163754.360000 sec): 3 clusters
  Score: Raw -926883.055054 + Penalty 4298.742405 = -922584.312649
  nChanged 11
		SP:Iteration 57Q (163754.550000 sec): 3 clusters
  Score: Raw -926890.087261 + Penalty 4298.742405 = -922591.344856
  nChanged 9
		SP:Iteration 58Q (163754.760000 sec): 3 clusters
  Score: Raw -926896.579478 + Penalty 4298.742405 = -922597.837072
  nChanged 6
		SP:Iteration 59Q (163754.950000 sec): 3 clusters
  Score: Raw -926900.350389 + Penalty 4298.742405 = -922601.607983
  nChanged 4
		SP:Iteration 60F (163755.120000 sec): 3 clusters
  Score: Raw -926903.155265 + Penalty 4298.742405 = -922604.412860
  nChanged 3
		SP:Iteration 61Q (163755.350000 sec): 3 clusters
  Score: Raw -926906.957798 + Penalty 4298.742405 = -922608.215393
  nChanged 7
		SP:Iteration 62Q (163755.550000 sec): 3 clusters
  Score: Raw -926912.384521 + Penalty 4298.742405 = -922613.642116
  nChanged 3
		SP:Iteration 63Q (163755.680000 sec): 3 clusters
  Score: Raw -926915.284944 + Penalty 4298.742405 = -922616.542539
  nChanged 1
		SP:Iteration 64Q (163755.890000 sec): 3 clusters
  Score: Raw -926915.790772 + Penalty 4298.742405 = -922617.048367
  nChanged 1
		SP:Iteration 65Q (163756.090000 sec): 3 clusters
  Score: Raw -926916.105409 + Penalty 4298.742405 = -922617.363004
  nChanged 0
		SP:Iteration 66F (163756.240000 sec): 3 clusters
  Score: Raw -926916.105409 + Penalty 4298.742405 = -922617.363004
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 28 (2581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163756.370000 sec): 2 clusters
  Score: Raw -385297.119025 + Penalty 1948.271186 = -383348.847839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163756.620000 sec): 3 clusters
  Score: Raw -384266.292795 + Penalty 3896.542371 = -380369.750424
  nChanged 883
		SP:Iteration 1F (163756.800000 sec): 3 clusters
  Score: Raw -384886.906722 + Penalty 3896.542371 = -380990.364351
  nChanged 197
		SP:Iteration 2F (163756.920000 sec): 3 clusters
  Score: Raw -385035.905381 + Penalty 3896.542371 = -381139.363010
  nChanged 100
		SP:Iteration 3Q (163757.070000 sec): 3 clusters
  Score: Raw -385099.485538 + Penalty 3896.542371 = -381202.943167
  nChanged 67
		SP:Iteration 4Q (163757.200000 sec): 3 clusters
  Score: Raw -385155.396552 + Penalty 3896.542371 = -381258.854181
  nChanged 56
		SP:Iteration 5Q (163757.340000 sec): 3 clusters
  Score: Raw -385185.752907 + Penalty 3896.542371 = -381289.210535
  nChanged 36
		SP:Iteration 6Q (163757.490000 sec): 3 clusters
  Score: Raw -385207.848573 + Penalty 3896.542371 = -381311.306202
  nChanged 32
		SP:Iteration 7Q (163757.630000 sec): 3 clusters
  Score: Raw -385228.888421 + Penalty 3896.542371 = -381332.346050
  nChanged 34
		SP:Iteration 8Q (163757.780000 sec): 3 clusters
  Score: Raw -385248.285252 + Penalty 3896.542371 = -381351.742881
  nChanged 25
		SP:Iteration 9Q (163757.910000 sec): 3 clusters
  Score: Raw -385262.611431 + Penalty 3896.542371 = -381366.069059
  nChanged 22
		SP:Iteration 10Q (163758.130000 sec): 3 clusters
  Score: Raw -385274.879931 + Penalty 3896.542371 = -381378.337560
  nChanged 15
		SP:Iteration 11Q (163758.280000 sec): 3 clusters
  Score: Raw -385282.537007 + Penalty 3896.542371 = -381385.994636
  nChanged 10
		SP:Iteration 12Q (163758.400000 sec): 3 clusters
  Score: Raw -385287.712215 + Penalty 3896.542371 = -381391.169844
  nChanged 7
		SP:Iteration 13Q (163758.620000 sec): 3 clusters
  Score: Raw -385290.462378 + Penalty 3896.542371 = -381393.920007
  nChanged 7
		SP:Iteration 14Q (163758.790000 sec): 3 clusters
  Score: Raw -385292.711089 + Penalty 3896.542371 = -381396.168718
  nChanged 4
		SP:Iteration 15Q (163758.910000 sec): 3 clusters
  Score: Raw -385294.167813 + Penalty 3896.542371 = -381397.625442
  nChanged 2
		SP:Iteration 16Q (163759.070000 sec): 3 clusters
  Score: Raw -385295.373986 + Penalty 3896.542371 = -381398.831615
  nChanged 3
		SP:Iteration 17Q (163759.180000 sec): 3 clusters
  Score: Raw -385296.414850 + Penalty 3896.542371 = -381399.872479
  nChanged 3
		SP:Iteration 18Q (163759.310000 sec): 3 clusters
  Score: Raw -385297.169076 + Penalty 3896.542371 = -381400.626705
  nChanged 0
		SP:Iteration 19F (163759.460000 sec): 3 clusters
  Score: Raw -385297.169076 + Penalty 3896.542371 = -381400.626705
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 29 (12646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163759.670000 sec): 2 clusters
  Score: Raw -1866797.634254 + Penalty 2342.383867 = -1864455.250387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163759.990000 sec): 3 clusters
  Score: Raw -1859795.953385 + Penalty 4684.767734 = -1855111.185651
  nChanged 5385
		SP:Iteration 1F (163760.210000 sec): 3 clusters
  Score: Raw -1862695.961189 + Penalty 4684.767734 = -1858011.193455
  nChanged 798
		SP:Iteration 2F (163760.390000 sec): 3 clusters
  Score: Raw -1863094.911846 + Penalty 4684.767734 = -1858410.144111
  nChanged 703
		SP:Iteration 3F (163760.640000 sec): 3 clusters
  Score: Raw -1863461.289383 + Penalty 4684.767734 = -1858776.521649
  nChanged 692
		SP:Iteration 4F (163760.900000 sec): 3 clusters
  Score: Raw -1863873.270568 + Penalty 4684.767734 = -1859188.502834
  nChanged 687
		SP:Iteration 5F (163761.150000 sec): 3 clusters
  Score: Raw -1864335.700109 + Penalty 4684.767734 = -1859650.932375
  nChanged 681
		SP:Iteration 6F (163761.390000 sec): 3 clusters
  Score: Raw -1864852.460150 + Penalty 4684.767734 = -1860167.692415
  nChanged 664
		SP:Iteration 7F (163761.620000 sec): 3 clusters
  Score: Raw -1865336.288590 + Penalty 4684.767734 = -1860651.520856
  nChanged 587
		SP:Iteration 8Q (163761.880000 sec): 3 clusters
  Score: Raw -1865769.792526 + Penalty 4684.767734 = -1861085.024792
  nChanged 494
		SP:Iteration 9Q (163762.200000 sec): 3 clusters
  Score: Raw -1866170.127633 + Penalty 4684.767734 = -1861485.359899
  nChanged 437
		SP:Iteration 10Q (163762.480000 sec): 3 clusters
  Score: Raw -1866529.079041 + Penalty 4684.767734 = -1861844.311306
  nChanged 329
		SP:Iteration 11Q (163762.700000 sec): 3 clusters
  Score: Raw -1866789.105344 + Penalty 4684.767734 = -1862104.337610
  nChanged 240
		SP:Iteration 12Q (163762.980000 sec): 3 clusters
  Score: Raw -1866946.170518 + Penalty 4684.767734 = -1862261.402784
  nChanged 152
		SP:Iteration 13Q (163763.240000 sec): 3 clusters
  Score: Raw -1867054.019221 + Penalty 4684.767734 = -1862369.251487
  nChanged 132
		SP:Iteration 14Q (163763.490000 sec): 3 clusters
  Score: Raw -1867144.692183 + Penalty 4684.767734 = -1862459.924448
  nChanged 91
		SP:Iteration 15Q (163763.710000 sec): 3 clusters
  Score: Raw -1867204.347903 + Penalty 4684.767734 = -1862519.580169
  nChanged 66
		SP:Iteration 16Q (163763.960000 sec): 3 clusters
  Score: Raw -1867254.791870 + Penalty 4684.767734 = -1862570.024136
  nChanged 60
		SP:Iteration 17Q (163764.220000 sec): 3 clusters
  Score: Raw -1867291.282685 + Penalty 4684.767734 = -1862606.514950
  nChanged 45
		SP:Iteration 18Q (163764.490000 sec): 3 clusters
  Score: Raw -1867318.916030 + Penalty 4684.767734 = -1862634.148296
  nChanged 36
		SP:Iteration 19Q (163764.740000 sec): 3 clusters
  Score: Raw -1867344.372902 + Penalty 4684.767734 = -1862659.605167
  nChanged 44
		SP:Iteration 20F (163764.980000 sec): 3 clusters
  Score: Raw -1867375.123358 + Penalty 4684.767734 = -1862690.355624
  nChanged 40
		SP:Iteration 21Q (163765.230000 sec): 3 clusters
  Score: Raw -1867398.171814 + Penalty 4684.767734 = -1862713.404080
  nChanged 21
		SP:Iteration 22Q (163765.450000 sec): 3 clusters
  Score: Raw -1867409.799008 + Penalty 4684.767734 = -1862725.031273
  nChanged 22
		SP:Iteration 23Q (163765.730000 sec): 3 clusters
  Score: Raw -1867421.362547 + Penalty 4684.767734 = -1862736.594813
  nChanged 15
		SP:Iteration 24Q (163765.970000 sec): 3 clusters
  Score: Raw -1867428.230836 + Penalty 4684.767734 = -1862743.463101
  nChanged 7
		SP:Iteration 25Q (163766.150000 sec): 3 clusters
  Score: Raw -1867431.443251 + Penalty 4684.767734 = -1862746.675516
  nChanged 3
		SP:Iteration 26Q (163766.390000 sec): 3 clusters
  Score: Raw -1867432.009973 + Penalty 4684.767734 = -1862747.242239
  nChanged 0
		SP:Iteration 27F (163766.670000 sec): 3 clusters
  Score: Raw -1867432.009973 + Penalty 4684.767734 = -1862747.242239
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 30 (4540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163766.830000 sec): 2 clusters
  Score: Raw -702490.497889 + Penalty 2088.329208 = -700402.168680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163767.030000 sec): 3 clusters
  Score: Raw -700337.097117 + Penalty 4176.658416 = -696160.438700
  nChanged 1761
		SP:Iteration 1F (163767.210000 sec): 3 clusters
  Score: Raw -701395.550752 + Penalty 4176.658416 = -697218.892335
  nChanged 380
		SP:Iteration 2F (163767.390000 sec): 3 clusters
  Score: Raw -701655.240744 + Penalty 4176.658416 = -697478.582328
  nChanged 253
		SP:Iteration 3F (163767.520000 sec): 3 clusters
  Score: Raw -701829.488070 + Penalty 4176.658416 = -697652.829654
  nChanged 193
		SP:Iteration 4Q (163767.720000 sec): 3 clusters
  Score: Raw -701948.373648 + Penalty 4176.658416 = -697771.715231
  nChanged 160
		SP:Iteration 5Q (163767.930000 sec): 3 clusters
  Score: Raw -702053.761274 + Penalty 4176.658416 = -697877.102858
  nChanged 157
		SP:Iteration 6Q (163768.140000 sec): 3 clusters
  Score: Raw -702144.518078 + Penalty 4176.658416 = -697967.859661
  nChanged 125
		SP:Iteration 7Q (163768.330000 sec): 3 clusters
  Score: Raw -702216.557370 + Penalty 4176.658416 = -698039.898954
  nChanged 107
		SP:Iteration 8Q (163768.460000 sec): 3 clusters
  Score: Raw -702280.595466 + Penalty 4176.658416 = -698103.937050
  nChanged 117
		SP:Iteration 9Q (163768.690000 sec): 3 clusters
  Score: Raw -702370.661353 + Penalty 4176.658416 = -698194.002937
  nChanged 136
		SP:Iteration 10Q (163768.810000 sec): 3 clusters
  Score: Raw -702478.388351 + Penalty 4176.658416 = -698301.729935
  nChanged 145
		SP:Iteration 11Q (163769.010000 sec): 3 clusters
  Score: Raw -702592.270241 + Penalty 4176.658416 = -698415.611824
  nChanged 149
		SP:Iteration 12Q (163769.190000 sec): 3 clusters
  Score: Raw -702709.570087 + Penalty 4176.658416 = -698532.911671
  nChanged 139
		SP:Iteration 13Q (163769.410000 sec): 3 clusters
  Score: Raw -702830.596274 + Penalty 4176.658416 = -698653.937858
  nChanged 117
		SP:Iteration 14Q (163769.580000 sec): 3 clusters
  Score: Raw -702934.023927 + Penalty 4176.658416 = -698757.365511
  nChanged 106
		SP:Iteration 15Q (163769.790000 sec): 3 clusters
  Score: Raw -703021.535982 + Penalty 4176.658416 = -698844.877566
  nChanged 80
		SP:Iteration 16Q (163769.970000 sec): 3 clusters
  Score: Raw -703076.317903 + Penalty 4176.658416 = -698899.659487
  nChanged 63
		SP:Iteration 17Q (163770.180000 sec): 3 clusters
  Score: Raw -703108.807649 + Penalty 4176.658416 = -698932.149232
  nChanged 43
		SP:Iteration 18Q (163770.400000 sec): 3 clusters
  Score: Raw -703134.188446 + Penalty 4176.658416 = -698957.530029
  nChanged 46
		SP:Iteration 19Q (163770.560000 sec): 3 clusters
  Score: Raw -703164.608148 + Penalty 4176.658416 = -698987.949732
  nChanged 53
		SP:Iteration 20F (163770.730000 sec): 3 clusters
  Score: Raw -703193.923496 + Penalty 4176.658416 = -699017.265080
  nChanged 49
		SP:Iteration 21Q (163770.870000 sec): 3 clusters
  Score: Raw -703227.653004 + Penalty 4176.658416 = -699050.994588
  nChanged 51
		SP:Iteration 22Q (163771.040000 sec): 3 clusters
  Score: Raw -703269.000869 + Penalty 4176.658416 = -699092.342453
  nChanged 47
		SP:Iteration 23Q (163771.240000 sec): 3 clusters
  Score: Raw -703289.879593 + Penalty 4176.658416 = -699113.221177
  nChanged 30
		SP:Iteration 24Q (163771.470000 sec): 3 clusters
  Score: Raw -703307.417581 + Penalty 4176.658416 = -699130.759164
  nChanged 40
		SP:Iteration 25Q (163771.590000 sec): 3 clusters
  Score: Raw -703326.217667 + Penalty 4176.658416 = -699149.559251
  nChanged 27
		SP:Iteration 26Q (163771.740000 sec): 3 clusters
  Score: Raw -703339.087563 + Penalty 4176.658416 = -699162.429147
  nChanged 19
		SP:Iteration 27Q (163771.930000 sec): 3 clusters
  Score: Raw -703345.509736 + Penalty 4176.658416 = -699168.851319
  nChanged 17
		SP:Iteration 28Q (163772.090000 sec): 3 clusters
  Score: Raw -703351.396304 + Penalty 4176.658416 = -699174.737888
  nChanged 13
		SP:Iteration 29Q (163772.310000 sec): 3 clusters
  Score: Raw -703356.699594 + Penalty 4176.658416 = -699180.041178
  nChanged 13
		SP:Iteration 30Q (163772.540000 sec): 3 clusters
  Score: Raw -703361.928004 + Penalty 4176.658416 = -699185.269587
  nChanged 11
		SP:Iteration 31Q (163772.760000 sec): 3 clusters
  Score: Raw -703366.335243 + Penalty 4176.658416 = -699189.676826
  nChanged 10
		SP:Iteration 32Q (163772.960000 sec): 3 clusters
  Score: Raw -703369.330375 + Penalty 4176.658416 = -699192.671959
  nChanged 9
		SP:Iteration 33Q (163773.190000 sec): 3 clusters
  Score: Raw -703372.585463 + Penalty 4176.658416 = -699195.927047
  nChanged 14
		SP:Iteration 34Q (163773.370000 sec): 3 clusters
  Score: Raw -703378.854411 + Penalty 4176.658416 = -699202.195995
  nChanged 14
		SP:Iteration 35Q (163773.620000 sec): 3 clusters
  Score: Raw -703386.553170 + Penalty 4176.658416 = -699209.894754
  nChanged 17
		SP:Iteration 36Q (163773.730000 sec): 3 clusters
  Score: Raw -703394.061096 + Penalty 4176.658416 = -699217.402680
  nChanged 25
		SP:Iteration 37Q (163773.910000 sec): 3 clusters
  Score: Raw -703405.897778 + Penalty 4176.658416 = -699229.239362
  nChanged 27
		SP:Iteration 38Q (163774.100000 sec): 3 clusters
  Score: Raw -703420.020290 + Penalty 4176.658416 = -699243.361874
  nChanged 31
		SP:Iteration 39Q (163774.310000 sec): 3 clusters
  Score: Raw -703433.258226 + Penalty 4176.658416 = -699256.599810
  nChanged 27
		SP:Iteration 40F (163774.510000 sec): 3 clusters
  Score: Raw -703446.244114 + Penalty 4176.658416 = -699269.585697
  nChanged 22
		SP:Iteration 41Q (163774.720000 sec): 3 clusters
  Score: Raw -703455.700635 + Penalty 4176.658416 = -699279.042218
  nChanged 15
		SP:Iteration 42Q (163774.950000 sec): 3 clusters
  Score: Raw -703463.052364 + Penalty 4176.658416 = -699286.393948
  nChanged 13
		SP:Iteration 43Q (163775.130000 sec): 3 clusters
  Score: Raw -703467.390161 + Penalty 4176.658416 = -699290.731745
  nChanged 6
		SP:Iteration 44Q (163775.300000 sec): 3 clusters
  Score: Raw -703470.072972 + Penalty 4176.658416 = -699293.414556
  nChanged 7
		SP:Iteration 45Q (163775.430000 sec): 3 clusters
  Score: Raw -703472.583695 + Penalty 4176.658416 = -699295.925278
  nChanged 6
		SP:Iteration 46Q (163775.620000 sec): 3 clusters
  Score: Raw -703474.010519 + Penalty 4176.658416 = -699297.352103
  nChanged 4
		SP:Iteration 47Q (163775.790000 sec): 3 clusters
  Score: Raw -703475.173202 + Penalty 4176.658416 = -699298.514786
  nChanged 6
		SP:Iteration 48Q (163775.960000 sec): 3 clusters
  Score: Raw -703477.129428 + Penalty 4176.658416 = -699300.471011
  nChanged 4
		SP:Iteration 49Q (163776.190000 sec): 3 clusters
  Score: Raw -703478.837899 + Penalty 4176.658416 = -699302.179482
  nChanged 5
		SP:Iteration 50Q (163776.390000 sec): 3 clusters
  Score: Raw -703481.305070 + Penalty 4176.658416 = -699304.646653
  nChanged 9
		SP:Iteration 51Q (163776.590000 sec): 3 clusters
  Score: Raw -703483.537383 + Penalty 4176.658416 = -699306.878966
  nChanged 6
		SP:Iteration 52Q (163776.810000 sec): 3 clusters
  Score: Raw -703484.857323 + Penalty 4176.658416 = -699308.198907
  nChanged 1
		SP:Iteration 53Q (163777.050000 sec): 3 clusters
  Score: Raw -703485.047604 + Penalty 4176.658416 = -699308.389188
  nChanged 3
		SP:Iteration 54Q (163777.260000 sec): 3 clusters
  Score: Raw -703485.942281 + Penalty 4176.658416 = -699309.283864
  nChanged 2
		SP:Iteration 55Q (163777.450000 sec): 3 clusters
  Score: Raw -703486.938954 + Penalty 4176.658416 = -699310.280537
  nChanged 1
		SP:Iteration 56Q (163777.610000 sec): 3 clusters
  Score: Raw -703487.170802 + Penalty 4176.658416 = -699310.512386
  nChanged 0
		SP:Iteration 57F (163777.830000 sec): 3 clusters
  Score: Raw -703487.170802 + Penalty 4176.658416 = -699310.512386
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 31 (7116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163777.990000 sec): 2 clusters
  Score: Raw -1089143.729628 + Penalty 2199.785060 = -1086943.944568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163778.230000 sec): 3 clusters
  Score: Raw -1085481.407866 + Penalty 4399.570120 = -1081081.837746
  nChanged 2861
		SP:Iteration 1F (163778.450000 sec): 3 clusters
  Score: Raw -1087172.868835 + Penalty 4399.570120 = -1082773.298714
  nChanged 535
		SP:Iteration 2F (163778.690000 sec): 3 clusters
  Score: Raw -1087502.008024 + Penalty 4399.570120 = -1083102.437904
  nChanged 398
		SP:Iteration 3F (163778.970000 sec): 3 clusters
  Score: Raw -1087768.898453 + Penalty 4399.570120 = -1083369.328333
  nChanged 397
		SP:Iteration 4F (163779.190000 sec): 3 clusters
  Score: Raw -1088067.987466 + Penalty 4399.570120 = -1083668.417346
  nChanged 396
		SP:Iteration 5F (163779.400000 sec): 3 clusters
  Score: Raw -1088367.909872 + Penalty 4399.570120 = -1083968.339752
  nChanged 362
		SP:Iteration 6F (163779.610000 sec): 3 clusters
  Score: Raw -1088633.137084 + Penalty 4399.570120 = -1084233.566964
  nChanged 311
		SP:Iteration 7Q (163779.830000 sec): 3 clusters
  Score: Raw -1088863.211152 + Penalty 4399.570120 = -1084463.641032
  nChanged 258
		SP:Iteration 8Q (163780.070000 sec): 3 clusters
  Score: Raw -1089040.897793 + Penalty 4399.570120 = -1084641.327673
  nChanged 184
		SP:Iteration 9Q (163780.300000 sec): 3 clusters
  Score: Raw -1089156.986738 + Penalty 4399.570120 = -1084757.416618
  nChanged 152
		SP:Iteration 10Q (163780.510000 sec): 3 clusters
  Score: Raw -1089250.511932 + Penalty 4399.570120 = -1084850.941812
  nChanged 138
		SP:Iteration 11Q (163780.730000 sec): 3 clusters
  Score: Raw -1089336.643001 + Penalty 4399.570120 = -1084937.072881
  nChanged 112
		SP:Iteration 12Q (163780.900000 sec): 3 clusters
  Score: Raw -1089402.813550 + Penalty 4399.570120 = -1085003.243430
  nChanged 83
		SP:Iteration 13Q (163781.110000 sec): 3 clusters
  Score: Raw -1089451.341202 + Penalty 4399.570120 = -1085051.771082
  nChanged 66
		SP:Iteration 14Q (163781.330000 sec): 3 clusters
  Score: Raw -1089488.538519 + Penalty 4399.570120 = -1085088.968398
  nChanged 65
		SP:Iteration 15Q (163781.550000 sec): 3 clusters
  Score: Raw -1089530.189596 + Penalty 4399.570120 = -1085130.619476
  nChanged 61
		SP:Iteration 16Q (163781.790000 sec): 3 clusters
  Score: Raw -1089565.222129 + Penalty 4399.570120 = -1085165.652009
  nChanged 60
		SP:Iteration 17Q (163782.010000 sec): 3 clusters
  Score: Raw -1089599.731736 + Penalty 4399.570120 = -1085200.161616
  nChanged 46
		SP:Iteration 18Q (163782.170000 sec): 3 clusters
  Score: Raw -1089622.570126 + Penalty 4399.570120 = -1085223.000006
  nChanged 32
		SP:Iteration 19Q (163782.390000 sec): 3 clusters
  Score: Raw -1089640.234150 + Penalty 4399.570120 = -1085240.664029
  nChanged 25
		SP:Iteration 20F (163782.610000 sec): 3 clusters
  Score: Raw -1089652.910612 + Penalty 4399.570120 = -1085253.340491
  nChanged 22
		SP:Iteration 21Q (163782.830000 sec): 3 clusters
  Score: Raw -1089664.035019 + Penalty 4399.570120 = -1085264.464899
  nChanged 14
		SP:Iteration 22Q (163783.010000 sec): 3 clusters
  Score: Raw -1089671.911634 + Penalty 4399.570120 = -1085272.341514
  nChanged 11
		SP:Iteration 23Q (163783.230000 sec): 3 clusters
  Score: Raw -1089678.707856 + Penalty 4399.570120 = -1085279.137736
  nChanged 12
		SP:Iteration 24Q (163783.510000 sec): 3 clusters
  Score: Raw -1089685.295893 + Penalty 4399.570120 = -1085285.725773
  nChanged 7
		SP:Iteration 25Q (163783.720000 sec): 3 clusters
  Score: Raw -1089688.397756 + Penalty 4399.570120 = -1085288.827636
  nChanged 6
		SP:Iteration 26Q (163783.950000 sec): 3 clusters
  Score: Raw -1089692.944323 + Penalty 4399.570120 = -1085293.374203
  nChanged 7
		SP:Iteration 27Q (163784.200000 sec): 3 clusters
  Score: Raw -1089696.158745 + Penalty 4399.570120 = -1085296.588625
  nChanged 5
		SP:Iteration 28Q (163784.390000 sec): 3 clusters
  Score: Raw -1089698.383032 + Penalty 4399.570120 = -1085298.812912
  nChanged 6
		SP:Iteration 29Q (163784.600000 sec): 3 clusters
  Score: Raw -1089701.077695 + Penalty 4399.570120 = -1085301.507574
  nChanged 7
		SP:Iteration 30Q (163784.850000 sec): 3 clusters
  Score: Raw -1089704.889240 + Penalty 4399.570120 = -1085305.319120
  nChanged 4
		SP:Iteration 31Q (163785.040000 sec): 3 clusters
  Score: Raw -1089707.488370 + Penalty 4399.570120 = -1085307.918250
  nChanged 5
		SP:Iteration 32Q (163785.330000 sec): 3 clusters
  Score: Raw -1089710.031013 + Penalty 4399.570120 = -1085310.460893
  nChanged 5
		SP:Iteration 33Q (163785.580000 sec): 3 clusters
  Score: Raw -1089712.971544 + Penalty 4399.570120 = -1085313.401424
  nChanged 6
		SP:Iteration 34Q (163785.810000 sec): 3 clusters
  Score: Raw -1089715.639906 + Penalty 4399.570120 = -1085316.069786
  nChanged 6
		SP:Iteration 35Q (163786.020000 sec): 3 clusters
  Score: Raw -1089718.565554 + Penalty 4399.570120 = -1085318.995433
  nChanged 3
		SP:Iteration 36Q (163786.210000 sec): 3 clusters
  Score: Raw -1089720.211228 + Penalty 4399.570120 = -1085320.641108
  nChanged 4
		SP:Iteration 37Q (163786.440000 sec): 3 clusters
  Score: Raw -1089721.634764 + Penalty 4399.570120 = -1085322.064644
  nChanged 3
		SP:Iteration 38Q (163786.640000 sec): 3 clusters
  Score: Raw -1089722.858312 + Penalty 4399.570120 = -1085323.288192
  nChanged 3
		SP:Iteration 39Q (163786.870000 sec): 3 clusters
  Score: Raw -1089724.986109 + Penalty 4399.570120 = -1085325.415989
  nChanged 2
		SP:Iteration 40F (163787.090000 sec): 3 clusters
  Score: Raw -1089725.368058 + Penalty 4399.570120 = -1085325.797938
  nChanged 2
		SP:Iteration 41Q (163787.300000 sec): 3 clusters
  Score: Raw -1089726.117002 + Penalty 4399.570120 = -1085326.546882
  nChanged 3
		SP:Iteration 42Q (163787.550000 sec): 3 clusters
  Score: Raw -1089727.099905 + Penalty 4399.570120 = -1085327.529785
  nChanged 3
		SP:Iteration 43Q (163787.770000 sec): 3 clusters
  Score: Raw -1089728.679630 + Penalty 4399.570120 = -1085329.109510
  nChanged 2
		SP:Iteration 44Q (163787.960000 sec): 3 clusters
  Score: Raw -1089729.795205 + Penalty 4399.570120 = -1085330.225085
  nChanged 2
		SP:Iteration 45Q (163788.150000 sec): 3 clusters
  Score: Raw -1089730.473893 + Penalty 4399.570120 = -1085330.903772
  nChanged 1
		SP:Iteration 46Q (163788.310000 sec): 3 clusters
  Score: Raw -1089730.928737 + Penalty 4399.570120 = -1085331.358616
  nChanged 0
		SP:Iteration 47F (163788.520000 sec): 3 clusters
  Score: Raw -1089730.928737 + Penalty 4399.570120 = -1085331.358616
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 32 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163788.670000 sec): 2 clusters
  Score: Raw -541828.210786 + Penalty 2020.024372 = -539808.186413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163788.880000 sec): 3 clusters
  Score: Raw -540321.759865 + Penalty 4040.048745 = -536281.711120
  nChanged 1216
		SP:Iteration 1F (163789.110000 sec): 3 clusters
  Score: Raw -541057.061409 + Penalty 4040.048745 = -537017.012664
  nChanged 279
		SP:Iteration 2F (163789.360000 sec): 3 clusters
  Score: Raw -541250.058328 + Penalty 4040.048745 = -537210.009583
  nChanged 176
		SP:Iteration 3F (163789.540000 sec): 3 clusters
  Score: Raw -541352.020959 + Penalty 4040.048745 = -537311.972214
  nChanged 111
		SP:Iteration 4Q (163789.750000 sec): 3 clusters
  Score: Raw -541416.708209 + Penalty 4040.048745 = -537376.659464
  nChanged 72
		SP:Iteration 5Q (163789.940000 sec): 3 clusters
  Score: Raw -541455.166000 + Penalty 4040.048745 = -537415.117255
  nChanged 57
		SP:Iteration 6Q (163790.130000 sec): 3 clusters
  Score: Raw -541482.580787 + Penalty 4040.048745 = -537442.532042
  nChanged 45
		SP:Iteration 7Q (163790.290000 sec): 3 clusters
  Score: Raw -541505.520055 + Penalty 4040.048745 = -537465.471310
  nChanged 46
		SP:Iteration 8Q (163790.480000 sec): 3 clusters
  Score: Raw -541528.098167 + Penalty 4040.048745 = -537488.049422
  nChanged 43
		SP:Iteration 9Q (163790.640000 sec): 3 clusters
  Score: Raw -541550.678103 + Penalty 4040.048745 = -537510.629358
  nChanged 37
		SP:Iteration 10Q (163790.760000 sec): 3 clusters
  Score: Raw -541568.872178 + Penalty 4040.048745 = -537528.823433
  nChanged 37
		SP:Iteration 11Q (163790.950000 sec): 3 clusters
  Score: Raw -541585.648289 + Penalty 4040.048745 = -537545.599544
  nChanged 36
		SP:Iteration 12Q (163791.090000 sec): 3 clusters
  Score: Raw -541602.052132 + Penalty 4040.048745 = -537562.003387
  nChanged 34
		SP:Iteration 13Q (163791.240000 sec): 3 clusters
  Score: Raw -541619.974599 + Penalty 4040.048745 = -537579.925854
  nChanged 41
		SP:Iteration 14Q (163791.370000 sec): 3 clusters
  Score: Raw -541639.385933 + Penalty 4040.048745 = -537599.337188
  nChanged 46
		SP:Iteration 15Q (163791.510000 sec): 3 clusters
  Score: Raw -541661.594477 + Penalty 4040.048745 = -537621.545732
  nChanged 38
		SP:Iteration 16Q (163791.730000 sec): 3 clusters
  Score: Raw -541681.628081 + Penalty 4040.048745 = -537641.579336
  nChanged 37
		SP:Iteration 17Q (163791.910000 sec): 3 clusters
  Score: Raw -541701.593161 + Penalty 4040.048745 = -537661.544416
  nChanged 38
		SP:Iteration 18Q (163792.160000 sec): 3 clusters
  Score: Raw -541721.782608 + Penalty 4040.048745 = -537681.733863
  nChanged 33
		SP:Iteration 19Q (163792.380000 sec): 3 clusters
  Score: Raw -541736.468154 + Penalty 4040.048745 = -537696.419409
  nChanged 25
		SP:Iteration 20F (163792.560000 sec): 3 clusters
  Score: Raw -541749.693242 + Penalty 4040.048745 = -537709.644497
  nChanged 28
		SP:Iteration 21Q (163792.690000 sec): 3 clusters
  Score: Raw -541764.602000 + Penalty 4040.048745 = -537724.553255
  nChanged 31
		SP:Iteration 22Q (163792.900000 sec): 3 clusters
  Score: Raw -541781.544896 + Penalty 4040.048745 = -537741.496151
  nChanged 26
		SP:Iteration 23Q (163793.050000 sec): 3 clusters
  Score: Raw -541794.991798 + Penalty 4040.048745 = -537754.943053
  nChanged 31
		SP:Iteration 24Q (163793.250000 sec): 3 clusters
  Score: Raw -541812.497894 + Penalty 4040.048745 = -537772.449149
  nChanged 26
		SP:Iteration 25Q (163793.440000 sec): 3 clusters
  Score: Raw -541827.529756 + Penalty 4040.048745 = -537787.481011
  nChanged 28
		SP:Iteration 26Q (163793.640000 sec): 3 clusters
  Score: Raw -541846.900361 + Penalty 4040.048745 = -537806.851616
  nChanged 31
		SP:Iteration 27Q (163793.810000 sec): 3 clusters
  Score: Raw -541869.047400 + Penalty 4040.048745 = -537828.998655
  nChanged 31
		SP:Iteration 28Q (163793.920000 sec): 3 clusters
  Score: Raw -541888.254023 + Penalty 4040.048745 = -537848.205278
  nChanged 26
		SP:Iteration 29Q (163794.090000 sec): 3 clusters
  Score: Raw -541906.799020 + Penalty 4040.048745 = -537866.750275
  nChanged 27
		SP:Iteration 30Q (163794.230000 sec): 3 clusters
  Score: Raw -541925.927786 + Penalty 4040.048745 = -537885.879041
  nChanged 25
		SP:Iteration 31Q (163794.370000 sec): 3 clusters
  Score: Raw -541942.198438 + Penalty 4040.048745 = -537902.149693
  nChanged 20
		SP:Iteration 32Q (163794.510000 sec): 3 clusters
  Score: Raw -541954.483855 + Penalty 4040.048745 = -537914.435110
  nChanged 19
		SP:Iteration 33Q (163794.680000 sec): 3 clusters
  Score: Raw -541967.852549 + Penalty 4040.048745 = -537927.803804
  nChanged 19
		SP:Iteration 34Q (163794.850000 sec): 3 clusters
  Score: Raw -541980.876222 + Penalty 4040.048745 = -537940.827477
  nChanged 11
		SP:Iteration 35Q (163794.990000 sec): 3 clusters
  Score: Raw -541986.988254 + Penalty 4040.048745 = -537946.939509
  nChanged 10
		SP:Iteration 36Q (163795.140000 sec): 3 clusters
  Score: Raw -541991.332197 + Penalty 4040.048745 = -537951.283452
  nChanged 11
		SP:Iteration 37Q (163795.270000 sec): 3 clusters
  Score: Raw -541997.047955 + Penalty 4040.048745 = -537956.999210
  nChanged 10
		SP:Iteration 38Q (163795.420000 sec): 3 clusters
  Score: Raw -542001.877149 + Penalty 4040.048745 = -537961.828404
  nChanged 10
		SP:Iteration 39Q (163795.560000 sec): 3 clusters
  Score: Raw -542007.214004 + Penalty 4040.048745 = -537967.165259
  nChanged 5
		SP:Iteration 40F (163795.700000 sec): 3 clusters
  Score: Raw -542011.304374 + Penalty 4040.048745 = -537971.255629
  nChanged 7
		SP:Iteration 41Q (163795.850000 sec): 3 clusters
  Score: Raw -542016.161656 + Penalty 4040.048745 = -537976.112911
  nChanged 5
		SP:Iteration 42Q (163795.990000 sec): 3 clusters
  Score: Raw -542019.635216 + Penalty 4040.048745 = -537979.586471
  nChanged 5
		SP:Iteration 43Q (163796.130000 sec): 3 clusters
  Score: Raw -542024.162975 + Penalty 4040.048745 = -537984.114230
  nChanged 6
		SP:Iteration 44Q (163796.280000 sec): 3 clusters
  Score: Raw -542027.989191 + Penalty 4040.048745 = -537987.940446
  nChanged 6
		SP:Iteration 45Q (163796.480000 sec): 3 clusters
  Score: Raw -542031.098876 + Penalty 4040.048745 = -537991.050131
  nChanged 2
		SP:Iteration 46Q (163796.600000 sec): 3 clusters
  Score: Raw -542032.481964 + Penalty 4040.048745 = -537992.433219
  nChanged 2
		SP:Iteration 47Q (163796.800000 sec): 3 clusters
  Score: Raw -542034.074857 + Penalty 4040.048745 = -537994.026112
  nChanged 2
		SP:Iteration 48Q (163796.940000 sec): 3 clusters
  Score: Raw -542034.973501 + Penalty 4040.048745 = -537994.924756
  nChanged 4
		SP:Iteration 49Q (163797.130000 sec): 3 clusters
  Score: Raw -542037.996605 + Penalty 4040.048745 = -537997.947860
  nChanged 3
		SP:Iteration 50Q (163797.320000 sec): 3 clusters
  Score: Raw -542041.652876 + Penalty 4040.048745 = -538001.604131
  nChanged 6
		SP:Iteration 51Q (163797.510000 sec): 3 clusters
  Score: Raw -542046.150814 + Penalty 4040.048745 = -538006.102069
  nChanged 6
		SP:Iteration 52Q (163797.630000 sec): 3 clusters
  Score: Raw -542051.642401 + Penalty 4040.048745 = -538011.593656
  nChanged 7
		SP:Iteration 53Q (163797.850000 sec): 3 clusters
  Score: Raw -542058.315892 + Penalty 4040.048745 = -538018.267147
  nChanged 8
		SP:Iteration 54Q (163798.100000 sec): 3 clusters
  Score: Raw -542064.308086 + Penalty 4040.048745 = -538024.259341
  nChanged 5
		SP:Iteration 55Q (163798.300000 sec): 3 clusters
  Score: Raw -542068.649039 + Penalty 4040.048745 = -538028.600294
  nChanged 3
		SP:Iteration 56Q (163798.450000 sec): 3 clusters
  Score: Raw -542070.155575 + Penalty 4040.048745 = -538030.106830
  nChanged 3
		SP:Iteration 57Q (163798.650000 sec): 3 clusters
  Score: Raw -542071.946869 + Penalty 4040.048745 = -538031.898124
  nChanged 3
		SP:Iteration 58Q (163798.840000 sec): 3 clusters
  Score: Raw -542074.104931 + Penalty 4040.048745 = -538034.056186
  nChanged 4
		SP:Iteration 59Q (163798.950000 sec): 3 clusters
  Score: Raw -542077.528027 + Penalty 4040.048745 = -538037.479282
  nChanged 4
		SP:Iteration 60F (163799.150000 sec): 3 clusters
  Score: Raw -542080.731932 + Penalty 4040.048745 = -538040.683187
  nChanged 4
		SP:Iteration 61Q (163799.340000 sec): 3 clusters
  Score: Raw -542084.529236 + Penalty 4040.048745 = -538044.480491
  nChanged 3
		SP:Iteration 62Q (163799.510000 sec): 3 clusters
  Score: Raw -542085.808653 + Penalty 4040.048745 = -538045.759908
  nChanged 3
		SP:Iteration 63Q (163799.660000 sec): 3 clusters
  Score: Raw -542087.470147 + Penalty 4040.048745 = -538047.421402
  nChanged 4
		SP:Iteration 64Q (163799.810000 sec): 3 clusters
  Score: Raw -542091.554717 + Penalty 4040.048745 = -538051.505972
  nChanged 2
		SP:Iteration 65Q (163799.950000 sec): 3 clusters
  Score: Raw -542092.599084 + Penalty 4040.048745 = -538052.550339
  nChanged 0
		SP:Iteration 66F (163800.130000 sec): 3 clusters
  Score: Raw -542092.599084 + Penalty 4040.048745 = -538052.550339
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 33 (10661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163800.350000 sec): 2 clusters
  Score: Raw -1671170.880301 + Penalty 2300.038180 = -1668870.842120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163800.600000 sec): 3 clusters
  Score: Raw -1665390.310115 + Penalty 4600.076361 = -1660790.233754
  nChanged 4501
		SP:Iteration 1F (163800.810000 sec): 3 clusters
  Score: Raw -1667844.043203 + Penalty 4600.076361 = -1663243.966842
  nChanged 678
		SP:Iteration 2F (163801.050000 sec): 3 clusters
  Score: Raw -1668173.739584 + Penalty 4600.076361 = -1663573.663223
  nChanged 545
		SP:Iteration 3F (163801.290000 sec): 3 clusters
  Score: Raw -1668463.867218 + Penalty 4600.076361 = -1663863.790857
  nChanged 525
		SP:Iteration 4Q (163801.570000 sec): 3 clusters
  Score: Raw -1668777.663783 + Penalty 4600.076361 = -1664177.587422
  nChanged 546
		SP:Iteration 5F (163801.830000 sec): 3 clusters
  Score: Raw -1669143.239625 + Penalty 4600.076361 = -1664543.163264
  nChanged 563
		SP:Iteration 6F (163802.070000 sec): 3 clusters
  Score: Raw -1669547.534061 + Penalty 4600.076361 = -1664947.457700
  nChanged 517
		SP:Iteration 7Q (163802.340000 sec): 3 clusters
  Score: Raw -1669977.746646 + Penalty 4600.076361 = -1665377.670285
  nChanged 510
		SP:Iteration 8Q (163802.670000 sec): 3 clusters
  Score: Raw -1670418.609393 + Penalty 4600.076361 = -1665818.533032
  nChanged 448
		SP:Iteration 9Q (163802.980000 sec): 3 clusters
  Score: Raw -1670809.583268 + Penalty 4600.076361 = -1666209.506907
  nChanged 371
		SP:Iteration 10Q (163803.270000 sec): 3 clusters
  Score: Raw -1671106.251798 + Penalty 4600.076361 = -1666506.175437
  nChanged 262
		SP:Iteration 11Q (163803.560000 sec): 3 clusters
  Score: Raw -1671284.019277 + Penalty 4600.076361 = -1666683.942917
  nChanged 173
		SP:Iteration 12Q (163803.710000 sec): 3 clusters
  Score: Raw -1671390.473237 + Penalty 4600.076361 = -1666790.396876
  nChanged 138
		SP:Iteration 13Q (163803.990000 sec): 3 clusters
  Score: Raw -1671471.332890 + Penalty 4600.076361 = -1666871.256529
  nChanged 122
		SP:Iteration 14Q (163804.280000 sec): 3 clusters
  Score: Raw -1671530.366961 + Penalty 4600.076361 = -1666930.290600
  nChanged 87
		SP:Iteration 15Q (163804.590000 sec): 3 clusters
  Score: Raw -1671571.767620 + Penalty 4600.076361 = -1666971.691259
  nChanged 61
		SP:Iteration 16Q (163804.850000 sec): 3 clusters
  Score: Raw -1671600.133393 + Penalty 4600.076361 = -1667000.057032
  nChanged 53
		SP:Iteration 17Q (163805.110000 sec): 3 clusters
  Score: Raw -1671624.398670 + Penalty 4600.076361 = -1667024.322309
  nChanged 53
		SP:Iteration 18Q (163805.370000 sec): 3 clusters
  Score: Raw -1671647.229028 + Penalty 4600.076361 = -1667047.152667
  nChanged 56
		SP:Iteration 19Q (163805.690000 sec): 3 clusters
  Score: Raw -1671669.260016 + Penalty 4600.076361 = -1667069.183655
  nChanged 42
		SP:Iteration 20F (163805.950000 sec): 3 clusters
  Score: Raw -1671688.348176 + Penalty 4600.076361 = -1667088.271815
  nChanged 31
		SP:Iteration 21Q (163806.290000 sec): 3 clusters
  Score: Raw -1671700.458785 + Penalty 4600.076361 = -1667100.382424
  nChanged 24
		SP:Iteration 22Q (163806.600000 sec): 3 clusters
  Score: Raw -1671710.100071 + Penalty 4600.076361 = -1667110.023710
  nChanged 13
		SP:Iteration 23Q (163806.790000 sec): 3 clusters
  Score: Raw -1671715.339777 + Penalty 4600.076361 = -1667115.263416
  nChanged 11
		SP:Iteration 24Q (163807.030000 sec): 3 clusters
  Score: Raw -1671719.448391 + Penalty 4600.076361 = -1667119.372031
  nChanged 16
		SP:Iteration 25Q (163807.250000 sec): 3 clusters
  Score: Raw -1671725.936592 + Penalty 4600.076361 = -1667125.860231
  nChanged 11
		SP:Iteration 26Q (163807.460000 sec): 3 clusters
  Score: Raw -1671730.704674 + Penalty 4600.076361 = -1667130.628313
  nChanged 9
		SP:Iteration 27Q (163807.800000 sec): 3 clusters
  Score: Raw -1671734.599613 + Penalty 4600.076361 = -1667134.523252
  nChanged 16
		SP:Iteration 28Q (163808.010000 sec): 3 clusters
  Score: Raw -1671740.048738 + Penalty 4600.076361 = -1667139.972377
  nChanged 13
		SP:Iteration 29Q (163808.270000 sec): 3 clusters
  Score: Raw -1671744.924734 + Penalty 4600.076361 = -1667144.848373
  nChanged 10
		SP:Iteration 30Q (163808.510000 sec): 3 clusters
  Score: Raw -1671749.128683 + Penalty 4600.076361 = -1667149.052322
  nChanged 8
		SP:Iteration 31Q (163808.770000 sec): 3 clusters
  Score: Raw -1671752.644392 + Penalty 4600.076361 = -1667152.568031
  nChanged 7
		SP:Iteration 32Q (163809.050000 sec): 3 clusters
  Score: Raw -1671755.839604 + Penalty 4600.076361 = -1667155.763243
  nChanged 6
		SP:Iteration 33Q (163809.200000 sec): 3 clusters
  Score: Raw -1671757.263069 + Penalty 4600.076361 = -1667157.186708
  nChanged 8
		SP:Iteration 34Q (163809.400000 sec): 3 clusters
  Score: Raw -1671760.621855 + Penalty 4600.076361 = -1667160.545494
  nChanged 6
		SP:Iteration 35Q (163809.610000 sec): 3 clusters
  Score: Raw -1671762.517165 + Penalty 4600.076361 = -1667162.440804
  nChanged 2
		SP:Iteration 36Q (163809.810000 sec): 3 clusters
  Score: Raw -1671763.652408 + Penalty 4600.076361 = -1667163.576047
  nChanged 5
		SP:Iteration 37Q (163810.060000 sec): 3 clusters
  Score: Raw -1671765.732253 + Penalty 4600.076361 = -1667165.655892
  nChanged 5
		SP:Iteration 38Q (163810.250000 sec): 3 clusters
  Score: Raw -1671767.184161 + Penalty 4600.076361 = -1667167.107800
  nChanged 4
		SP:Iteration 39Q (163810.460000 sec): 3 clusters
  Score: Raw -1671769.009277 + Penalty 4600.076361 = -1667168.932916
  nChanged 3
		SP:Iteration 40F (163810.640000 sec): 3 clusters
  Score: Raw -1671770.015741 + Penalty 4600.076361 = -1667169.939380
  nChanged 1
		SP:Iteration 41Q (163810.840000 sec): 3 clusters
  Score: Raw -1671770.457169 + Penalty 4600.076361 = -1667170.380808
  nChanged 1
		SP:Iteration 42Q (163811.080000 sec): 3 clusters
  Score: Raw -1671770.541447 + Penalty 4600.076361 = -1667170.465086
  nChanged 1
		SP:Iteration 43Q (163811.290000 sec): 3 clusters
  Score: Raw -1671770.974422 + Penalty 4600.076361 = -1667170.898062
  nChanged 1
		SP:Iteration 44Q (163811.540000 sec): 3 clusters
  Score: Raw -1671771.181251 + Penalty 4600.076361 = -1667171.104890
  nChanged 0
		SP:Iteration 45F (163811.850000 sec): 3 clusters
  Score: Raw -1671771.181251 + Penalty 4600.076361 = -1667171.104890
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 34 (7377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163811.970000 sec): 2 clusters
  Score: Raw -1145465.450883 + Penalty 2208.718338 = -1143256.732545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163812.190000 sec): 3 clusters
  Score: Raw -1141746.855959 + Penalty 4417.436676 = -1137329.419283
  nChanged 2898
		SP:Iteration 1F (163812.430000 sec): 3 clusters
  Score: Raw -1143346.339050 + Penalty 4417.436676 = -1138928.902374
  nChanged 527
		SP:Iteration 2F (163812.610000 sec): 3 clusters
  Score: Raw -1143666.258316 + Penalty 4417.436676 = -1139248.821640
  nChanged 422
		SP:Iteration 3F (163812.770000 sec): 3 clusters
  Score: Raw -1143984.917616 + Penalty 4417.436676 = -1139567.480940
  nChanged 474
		SP:Iteration 4F (163812.990000 sec): 3 clusters
  Score: Raw -1144401.476884 + Penalty 4417.436676 = -1139984.040208
  nChanged 503
		SP:Iteration 5F (163813.230000 sec): 3 clusters
  Score: Raw -1144849.618225 + Penalty 4417.436676 = -1140432.181549
  nChanged 473
		SP:Iteration 6F (163813.460000 sec): 3 clusters
  Score: Raw -1145214.550232 + Penalty 4417.436676 = -1140797.113556
  nChanged 372
		SP:Iteration 7F (163813.590000 sec): 3 clusters
  Score: Raw -1145468.896758 + Penalty 4417.436676 = -1141051.460082
  nChanged 284
		SP:Iteration 8Q (163813.770000 sec): 3 clusters
  Score: Raw -1145638.777155 + Penalty 4417.436676 = -1141221.340479
  nChanged 212
		SP:Iteration 9Q (163813.990000 sec): 3 clusters
  Score: Raw -1145734.481277 + Penalty 4417.436676 = -1141317.044601
  nChanged 139
		SP:Iteration 10Q (163814.200000 sec): 3 clusters
  Score: Raw -1145789.967335 + Penalty 4417.436676 = -1141372.530659
  nChanged 99
		SP:Iteration 11Q (163814.400000 sec): 3 clusters
  Score: Raw -1145820.204794 + Penalty 4417.436676 = -1141402.768118
  nChanged 62
		SP:Iteration 12Q (163814.610000 sec): 3 clusters
  Score: Raw -1145840.015380 + Penalty 4417.436676 = -1141422.578704
  nChanged 48
		SP:Iteration 13Q (163814.800000 sec): 3 clusters
  Score: Raw -1145853.361567 + Penalty 4417.436676 = -1141435.924891
  nChanged 28
		SP:Iteration 14Q (163815.010000 sec): 3 clusters
  Score: Raw -1145859.832468 + Penalty 4417.436676 = -1141442.395792
  nChanged 25
		SP:Iteration 15Q (163815.160000 sec): 3 clusters
  Score: Raw -1145865.894915 + Penalty 4417.436676 = -1141448.458239
  nChanged 24
		SP:Iteration 16Q (163815.410000 sec): 3 clusters
  Score: Raw -1145872.247698 + Penalty 4417.436676 = -1141454.811022
  nChanged 18
		SP:Iteration 17Q (163815.620000 sec): 3 clusters
  Score: Raw -1145878.237421 + Penalty 4417.436676 = -1141460.800744
  nChanged 24
		SP:Iteration 18Q (163815.790000 sec): 3 clusters
  Score: Raw -1145884.921184 + Penalty 4417.436676 = -1141467.484508
  nChanged 19
		SP:Iteration 19Q (163815.990000 sec): 3 clusters
  Score: Raw -1145890.574499 + Penalty 4417.436676 = -1141473.137823
  nChanged 17
		SP:Iteration 20F (163816.230000 sec): 3 clusters
  Score: Raw -1145894.643047 + Penalty 4417.436676 = -1141477.206371
  nChanged 15
		SP:Iteration 21Q (163816.460000 sec): 3 clusters
  Score: Raw -1145898.753528 + Penalty 4417.436676 = -1141481.316851
  nChanged 15
		SP:Iteration 22Q (163816.640000 sec): 3 clusters
  Score: Raw -1145903.274859 + Penalty 4417.436676 = -1141485.838183
  nChanged 11
		SP:Iteration 23Q (163816.840000 sec): 3 clusters
  Score: Raw -1145905.536874 + Penalty 4417.436676 = -1141488.100198
  nChanged 14
		SP:Iteration 24Q (163817.030000 sec): 3 clusters
  Score: Raw -1145908.432019 + Penalty 4417.436676 = -1141490.995343
  nChanged 12
		SP:Iteration 25Q (163817.240000 sec): 3 clusters
  Score: Raw -1145911.072405 + Penalty 4417.436676 = -1141493.635729
  nChanged 5
		SP:Iteration 26Q (163817.460000 sec): 3 clusters
  Score: Raw -1145912.391073 + Penalty 4417.436676 = -1141494.954396
  nChanged 7
		SP:Iteration 27Q (163817.660000 sec): 3 clusters
  Score: Raw -1145913.733317 + Penalty 4417.436676 = -1141496.296641
  nChanged 10
		SP:Iteration 28Q (163817.870000 sec): 3 clusters
  Score: Raw -1145915.949888 + Penalty 4417.436676 = -1141498.513212
  nChanged 7
		SP:Iteration 29Q (163818.070000 sec): 3 clusters
  Score: Raw -1145917.241800 + Penalty 4417.436676 = -1141499.805124
  nChanged 2
		SP:Iteration 30Q (163818.270000 sec): 3 clusters
  Score: Raw -1145917.562940 + Penalty 4417.436676 = -1141500.126264
  nChanged 1
		SP:Iteration 31Q (163818.470000 sec): 3 clusters
  Score: Raw -1145917.676591 + Penalty 4417.436676 = -1141500.239915
  nChanged 0
		SP:Iteration 32F (163818.690000 sec): 3 clusters
  Score: Raw -1145917.676591 + Penalty 4417.436676 = -1141500.239915
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 35 (7818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163818.800000 sec): 2 clusters
  Score: Raw -1186721.597445 + Penalty 2223.117643 = -1184498.479801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163819.070000 sec): 3 clusters
  Score: Raw -1182624.359202 + Penalty 4446.235287 = -1178178.123915
  nChanged 3162
		SP:Iteration 1F (163819.190000 sec): 3 clusters
  Score: Raw -1184504.805580 + Penalty 4446.235287 = -1180058.570293
  nChanged 659
		SP:Iteration 2F (163819.370000 sec): 3 clusters
  Score: Raw -1184975.257458 + Penalty 4446.235287 = -1180529.022171
  nChanged 533
		SP:Iteration 3F (163819.550000 sec): 3 clusters
  Score: Raw -1185380.158388 + Penalty 4446.235287 = -1180933.923101
  nChanged 460
		SP:Iteration 4F (163819.710000 sec): 3 clusters
  Score: Raw -1185732.918652 + Penalty 4446.235287 = -1181286.683365
  nChanged 449
		SP:Iteration 5F (163819.920000 sec): 3 clusters
  Score: Raw -1186041.829808 + Penalty 4446.235287 = -1181595.594521
  nChanged 386
		SP:Iteration 6Q (163820.120000 sec): 3 clusters
  Score: Raw -1186295.332471 + Penalty 4446.235287 = -1181849.097184
  nChanged 288
		SP:Iteration 7Q (163820.300000 sec): 3 clusters
  Score: Raw -1186475.922127 + Penalty 4446.235287 = -1182029.686840
  nChanged 234
		SP:Iteration 8Q (163820.500000 sec): 3 clusters
  Score: Raw -1186614.704686 + Penalty 4446.235287 = -1182168.469399
  nChanged 198
		SP:Iteration 9Q (163820.720000 sec): 3 clusters
  Score: Raw -1186733.728538 + Penalty 4446.235287 = -1182287.493251
  nChanged 178
		SP:Iteration 10Q (163820.890000 sec): 3 clusters
  Score: Raw -1186834.685562 + Penalty 4446.235287 = -1182388.450275
  nChanged 138
		SP:Iteration 11Q (163821.100000 sec): 3 clusters
  Score: Raw -1186898.874832 + Penalty 4446.235287 = -1182452.639545
  nChanged 104
		SP:Iteration 12Q (163821.310000 sec): 3 clusters
  Score: Raw -1186950.169170 + Penalty 4446.235287 = -1182503.933883
  nChanged 110
		SP:Iteration 13Q (163821.580000 sec): 3 clusters
  Score: Raw -1187017.357266 + Penalty 4446.235287 = -1182571.121979
  nChanged 108
		SP:Iteration 14Q (163821.840000 sec): 3 clusters
  Score: Raw -1187082.475405 + Penalty 4446.235287 = -1182636.240118
  nChanged 114
		SP:Iteration 15Q (163822.040000 sec): 3 clusters
  Score: Raw -1187148.503260 + Penalty 4446.235287 = -1182702.267973
  nChanged 102
		SP:Iteration 16Q (163822.260000 sec): 3 clusters
  Score: Raw -1187207.782675 + Penalty 4446.235287 = -1182761.547388
  nChanged 89
		SP:Iteration 17Q (163822.460000 sec): 3 clusters
  Score: Raw -1187255.009057 + Penalty 4446.235287 = -1182808.773770
  nChanged 82
		SP:Iteration 18Q (163822.740000 sec): 3 clusters
  Score: Raw -1187292.198329 + Penalty 4446.235287 = -1182845.963042
  nChanged 64
		SP:Iteration 19Q (163823.000000 sec): 3 clusters
  Score: Raw -1187316.868856 + Penalty 4446.235287 = -1182870.633569
  nChanged 47
		SP:Iteration 20F (163823.230000 sec): 3 clusters
  Score: Raw -1187335.571669 + Penalty 4446.235287 = -1182889.336382
  nChanged 44
		SP:Iteration 21Q (163823.450000 sec): 3 clusters
  Score: Raw -1187351.885870 + Penalty 4446.235287 = -1182905.650583
  nChanged 38
		SP:Iteration 22Q (163823.650000 sec): 3 clusters
  Score: Raw -1187365.239337 + Penalty 4446.235287 = -1182919.004050
  nChanged 29
		SP:Iteration 23Q (163823.870000 sec): 3 clusters
  Score: Raw -1187376.814458 + Penalty 4446.235287 = -1182930.579171
  nChanged 28
		SP:Iteration 24Q (163824.160000 sec): 3 clusters
  Score: Raw -1187388.913722 + Penalty 4446.235287 = -1182942.678435
  nChanged 30
		SP:Iteration 25Q (163824.390000 sec): 3 clusters
  Score: Raw -1187400.913359 + Penalty 4446.235287 = -1182954.678072
  nChanged 17
		SP:Iteration 26Q (163824.560000 sec): 3 clusters
  Score: Raw -1187406.069847 + Penalty 4446.235287 = -1182959.834560
  nChanged 16
		SP:Iteration 27Q (163824.760000 sec): 3 clusters
  Score: Raw -1187411.090345 + Penalty 4446.235287 = -1182964.855058
  nChanged 10
		SP:Iteration 28Q (163824.980000 sec): 3 clusters
  Score: Raw -1187414.767429 + Penalty 4446.235287 = -1182968.532142
  nChanged 15
		SP:Iteration 29Q (163825.160000 sec): 3 clusters
  Score: Raw -1187419.773583 + Penalty 4446.235287 = -1182973.538296
  nChanged 10
		SP:Iteration 30Q (163825.330000 sec): 3 clusters
  Score: Raw -1187423.158949 + Penalty 4446.235287 = -1182976.923662
  nChanged 9
		SP:Iteration 31Q (163825.550000 sec): 3 clusters
  Score: Raw -1187425.132903 + Penalty 4446.235287 = -1182978.897616
  nChanged 7
		SP:Iteration 32Q (163825.750000 sec): 3 clusters
  Score: Raw -1187426.713096 + Penalty 4446.235287 = -1182980.477809
  nChanged 7
		SP:Iteration 33Q (163825.970000 sec): 3 clusters
  Score: Raw -1187428.150692 + Penalty 4446.235287 = -1182981.915405
  nChanged 6
		SP:Iteration 34Q (163826.180000 sec): 3 clusters
  Score: Raw -1187430.099336 + Penalty 4446.235287 = -1182983.864049
  nChanged 6
		SP:Iteration 35Q (163826.400000 sec): 3 clusters
  Score: Raw -1187431.557748 + Penalty 4446.235287 = -1182985.322461
  nChanged 3
		SP:Iteration 36Q (163826.570000 sec): 3 clusters
  Score: Raw -1187432.037180 + Penalty 4446.235287 = -1182985.801893
  nChanged 2
		SP:Iteration 37Q (163826.750000 sec): 3 clusters
  Score: Raw -1187432.390450 + Penalty 4446.235287 = -1182986.155163
  nChanged 1
		SP:Iteration 38Q (163826.980000 sec): 3 clusters
  Score: Raw -1187432.554540 + Penalty 4446.235287 = -1182986.319253
  nChanged 0
		SP:Iteration 39F (163827.140000 sec): 3 clusters
  Score: Raw -1187432.554540 + Penalty 4446.235287 = -1182986.319253
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 36 (18744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163827.380000 sec): 2 clusters
  Score: Raw -3017047.583923 + Penalty 2439.979987 = -3014607.603936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163827.680000 sec): 3 clusters
  Score: Raw -3006221.046651 + Penalty 4879.959974 = -3001341.086677
  nChanged 8154
		SP:Iteration 1F (163828.020000 sec): 3 clusters
  Score: Raw -3010574.214219 + Penalty 4879.959974 = -3005694.254245
  nChanged 1062
		SP:Iteration 2F (163828.350000 sec): 3 clusters
  Score: Raw -3011035.321009 + Penalty 4879.959974 = -3006155.361035
  nChanged 941
		SP:Iteration 3F (163828.700000 sec): 3 clusters
  Score: Raw -3011454.842109 + Penalty 4879.959974 = -3006574.882135
  nChanged 913
		SP:Iteration 4Q (163829.040000 sec): 3 clusters
  Score: Raw -3011905.795351 + Penalty 4879.959974 = -3007025.835377
  nChanged 865
		SP:Iteration 5Q (163829.460000 sec): 3 clusters
  Score: Raw -3012386.700133 + Penalty 4879.959974 = -3007506.740159
  nChanged 890
		SP:Iteration 6Q (163829.860000 sec): 3 clusters
  Score: Raw -3012939.720800 + Penalty 4879.959974 = -3008059.760826
  nChanged 952
		SP:Iteration 7F (163830.170000 sec): 3 clusters
  Score: Raw -3013598.478075 + Penalty 4879.959974 = -3008718.518101
  nChanged 949
		SP:Iteration 8F (163830.470000 sec): 3 clusters
  Score: Raw -3014277.417852 + Penalty 4879.959974 = -3009397.457878
  nChanged 910
		SP:Iteration 9Q (163830.850000 sec): 3 clusters
  Score: Raw -3014954.690237 + Penalty 4879.959974 = -3010074.730263
  nChanged 800
		SP:Iteration 10Q (163831.210000 sec): 3 clusters
  Score: Raw -3015512.923005 + Penalty 4879.959974 = -3010632.963031
  nChanged 786
		SP:Iteration 11Q (163831.590000 sec): 3 clusters
  Score: Raw -3016075.481118 + Penalty 4879.959974 = -3011195.521144
  nChanged 658
		SP:Iteration 12Q (163831.950000 sec): 3 clusters
  Score: Raw -3016506.206452 + Penalty 4879.959974 = -3011626.246478
  nChanged 556
		SP:Iteration 13Q (163832.330000 sec): 3 clusters
  Score: Raw -3016801.701437 + Penalty 4879.959974 = -3011921.741463
  nChanged 417
		SP:Iteration 14Q (163832.660000 sec): 3 clusters
  Score: Raw -3017001.950558 + Penalty 4879.959974 = -3012121.990584
  nChanged 328
		SP:Iteration 15Q (163833.050000 sec): 3 clusters
  Score: Raw -3017138.973729 + Penalty 4879.959974 = -3012259.013755
  nChanged 287
		SP:Iteration 16Q (163833.300000 sec): 3 clusters
  Score: Raw -3017255.642440 + Penalty 4879.959974 = -3012375.682466
  nChanged 245
		SP:Iteration 17Q (163833.640000 sec): 3 clusters
  Score: Raw -3017351.192705 + Penalty 4879.959974 = -3012471.232731
  nChanged 222
		SP:Iteration 18Q (163833.970000 sec): 3 clusters
  Score: Raw -3017435.662687 + Penalty 4879.959974 = -3012555.702713
  nChanged 205
		SP:Iteration 19Q (163834.270000 sec): 3 clusters
  Score: Raw -3017507.532632 + Penalty 4879.959974 = -3012627.572658
  nChanged 156
		SP:Iteration 20F (163834.570000 sec): 3 clusters
  Score: Raw -3017557.486655 + Penalty 4879.959974 = -3012677.526680
  nChanged 122
		SP:Iteration 21Q (163834.890000 sec): 3 clusters
  Score: Raw -3017598.637476 + Penalty 4879.959974 = -3012718.677501
  nChanged 99
		SP:Iteration 22Q (163835.190000 sec): 3 clusters
  Score: Raw -3017632.302591 + Penalty 4879.959974 = -3012752.342617
  nChanged 92
		SP:Iteration 23Q (163835.480000 sec): 3 clusters
  Score: Raw -3017665.899169 + Penalty 4879.959974 = -3012785.939195
  nChanged 90
		SP:Iteration 24Q (163835.840000 sec): 3 clusters
  Score: Raw -3017696.900976 + Penalty 4879.959974 = -3012816.941002
  nChanged 77
		SP:Iteration 25Q (163836.210000 sec): 3 clusters
  Score: Raw -3017718.657603 + Penalty 4879.959974 = -3012838.697629
  nChanged 59
		SP:Iteration 26Q (163836.550000 sec): 3 clusters
  Score: Raw -3017733.456827 + Penalty 4879.959974 = -3012853.496853
  nChanged 41
		SP:Iteration 27Q (163836.890000 sec): 3 clusters
  Score: Raw -3017741.949515 + Penalty 4879.959974 = -3012861.989541
  nChanged 32
		SP:Iteration 28Q (163837.190000 sec): 3 clusters
  Score: Raw -3017748.856438 + Penalty 4879.959974 = -3012868.896464
  nChanged 29
		SP:Iteration 29Q (163837.540000 sec): 3 clusters
  Score: Raw -3017755.552886 + Penalty 4879.959974 = -3012875.592911
  nChanged 28
		SP:Iteration 30Q (163837.830000 sec): 3 clusters
  Score: Raw -3017761.945903 + Penalty 4879.959974 = -3012881.985929
  nChanged 21
		SP:Iteration 31Q (163838.270000 sec): 3 clusters
  Score: Raw -3017766.449232 + Penalty 4879.959974 = -3012886.489258
  nChanged 28
		SP:Iteration 32Q (163838.580000 sec): 3 clusters
  Score: Raw -3017772.286687 + Penalty 4879.959974 = -3012892.326713
  nChanged 14
		SP:Iteration 33Q (163838.890000 sec): 3 clusters
  Score: Raw -3017775.628704 + Penalty 4879.959974 = -3012895.668729
  nChanged 18
		SP:Iteration 34Q (163839.290000 sec): 3 clusters
  Score: Raw -3017779.334113 + Penalty 4879.959974 = -3012899.374139
  nChanged 19
		SP:Iteration 35Q (163839.640000 sec): 3 clusters
  Score: Raw -3017783.473175 + Penalty 4879.959974 = -3012903.513201
  nChanged 15
		SP:Iteration 36Q (163839.990000 sec): 3 clusters
  Score: Raw -3017786.088187 + Penalty 4879.959974 = -3012906.128213
  nChanged 8
		SP:Iteration 37Q (163840.340000 sec): 3 clusters
  Score: Raw -3017788.017602 + Penalty 4879.959974 = -3012908.057627
  nChanged 10
		SP:Iteration 38Q (163840.680000 sec): 3 clusters
  Score: Raw -3017791.007723 + Penalty 4879.959974 = -3012911.047749
  nChanged 13
		SP:Iteration 39Q (163841.010000 sec): 3 clusters
  Score: Raw -3017793.956653 + Penalty 4879.959974 = -3012913.996679
  nChanged 14
		SP:Iteration 40F (163841.330000 sec): 3 clusters
  Score: Raw -3017797.608677 + Penalty 4879.959974 = -3012917.648703
  nChanged 11
		SP:Iteration 41Q (163841.680000 sec): 3 clusters
  Score: Raw -3017800.029080 + Penalty 4879.959974 = -3012920.069106
  nChanged 11
		SP:Iteration 42Q (163842.040000 sec): 3 clusters
  Score: Raw -3017802.270380 + Penalty 4879.959974 = -3012922.310405
  nChanged 14
		SP:Iteration 43Q (163842.390000 sec): 3 clusters
  Score: Raw -3017805.006394 + Penalty 4879.959974 = -3012925.046420
  nChanged 10
		SP:Iteration 44Q (163842.750000 sec): 3 clusters
  Score: Raw -3017807.249861 + Penalty 4879.959974 = -3012927.289887
  nChanged 8
		SP:Iteration 45Q (163843.110000 sec): 3 clusters
  Score: Raw -3017808.447932 + Penalty 4879.959974 = -3012928.487958
  nChanged 6
		SP:Iteration 46Q (163843.460000 sec): 3 clusters
  Score: Raw -3017809.458716 + Penalty 4879.959974 = -3012929.498742
  nChanged 6
		SP:Iteration 47Q (163843.820000 sec): 3 clusters
  Score: Raw -3017810.368028 + Penalty 4879.959974 = -3012930.408053
  nChanged 2
		SP:Iteration 48Q (163844.140000 sec): 3 clusters
  Score: Raw -3017810.743307 + Penalty 4879.959974 = -3012930.783333
  nChanged 1
		SP:Iteration 49Q (163844.440000 sec): 3 clusters
  Score: Raw -3017810.840820 + Penalty 4879.959974 = -3012930.880846
  nChanged 1
		SP:Iteration 50Q (163844.800000 sec): 3 clusters
  Score: Raw -3017811.062125 + Penalty 4879.959974 = -3012931.102150
  nChanged 2
		SP:Iteration 51Q (163845.160000 sec): 3 clusters
  Score: Raw -3017811.287818 + Penalty 4879.959974 = -3012931.327844
  nChanged 0
		SP:Iteration 52F (163845.470000 sec): 3 clusters
  Score: Raw -3017811.287818 + Penalty 4879.959974 = -3012931.327844
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 37 (23958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163845.730000 sec): 2 clusters
  Score: Raw -3939998.945255 + Penalty 2500.846279 = -3937498.098976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163846.070000 sec): 3 clusters
  Score: Raw -3925848.639427 + Penalty 5001.692558 = -3920846.946869
  nChanged 10679
		SP:Iteration 1F (163846.500000 sec): 3 clusters
  Score: Raw -3931500.267910 + Penalty 5001.692558 = -3926498.575352
  nChanged 1166
		SP:Iteration 2Q (163846.880000 sec): 3 clusters
  Score: Raw -3931927.129991 + Penalty 5001.692558 = -3926925.437433
  nChanged 1110
		SP:Iteration 3Q (163847.190000 sec): 3 clusters
  Score: Raw -3932381.807789 + Penalty 5001.692558 = -3927380.115231
  nChanged 1136
		SP:Iteration 4Q (163847.530000 sec): 3 clusters
  Score: Raw -3932918.344381 + Penalty 5001.692558 = -3927916.651823
  nChanged 1279
		SP:Iteration 5F (163847.810000 sec): 3 clusters
  Score: Raw -3933649.297757 + Penalty 5001.692558 = -3928647.605200
  nChanged 1521
		SP:Iteration 6F (163848.140000 sec): 3 clusters
  Score: Raw -3934710.414825 + Penalty 5001.692558 = -3929708.722267
  nChanged 1742
		SP:Iteration 7F (163848.460000 sec): 3 clusters
  Score: Raw -3936129.505268 + Penalty 5001.692558 = -3931127.812710
  nChanged 1643
		SP:Iteration 8F (163848.780000 sec): 3 clusters
  Score: Raw -3937600.452672 + Penalty 5001.692558 = -3932598.760114
  nChanged 1312
		SP:Iteration 9F (163849.080000 sec): 3 clusters
  Score: Raw -3938880.776827 + Penalty 5001.692558 = -3933879.084269
  nChanged 755
		SP:Iteration 10Q (163849.370000 sec): 3 clusters
  Score: Raw -3939631.136334 + Penalty 5001.692558 = -3934629.443776
  nChanged 313
		SP:Iteration 11Q (163849.710000 sec): 3 clusters
  Score: Raw -3939966.555601 + Penalty 5001.692558 = -3934964.863043
  nChanged 131
		SP:Iteration 12Q (163849.980000 sec): 3 clusters
  Score: Raw -3940114.698916 + Penalty 5001.692558 = -3935113.006358
  nChanged 62
		SP:Iteration 13Q (163850.320000 sec): 3 clusters
  Score: Raw -3940194.985166 + Penalty 5001.692558 = -3935193.292608
  nChanged 28
		SP:Iteration 14Q (163850.580000 sec): 3 clusters
  Score: Raw -3940231.371366 + Penalty 5001.692558 = -3935229.678808
  nChanged 18
		SP:Iteration 15Q (163850.850000 sec): 3 clusters
  Score: Raw -3940259.544371 + Penalty 5001.692558 = -3935257.851813
  nChanged 16
		SP:Iteration 16Q (163851.150000 sec): 3 clusters
  Score: Raw -3940285.866575 + Penalty 5001.692558 = -3935284.174017
  nChanged 14
		SP:Iteration 17Q (163851.510000 sec): 3 clusters
  Score: Raw -3940311.213639 + Penalty 5001.692558 = -3935309.521081
  nChanged 9
		SP:Iteration 18Q (163851.870000 sec): 3 clusters
  Score: Raw -3940328.292961 + Penalty 5001.692558 = -3935326.600403
  nChanged 4
		SP:Iteration 19Q (163852.160000 sec): 3 clusters
  Score: Raw -3940332.728463 + Penalty 5001.692558 = -3935331.035905
  nChanged 2
		SP:Iteration 20F (163852.430000 sec): 3 clusters
  Score: Raw -3940335.307860 + Penalty 5001.692558 = -3935333.615302
  nChanged 3
		SP:Iteration 21Q (163852.770000 sec): 3 clusters
  Score: Raw -3940339.958348 + Penalty 5001.692558 = -3935338.265790
  nChanged 3
		SP:Iteration 22Q (163853.080000 sec): 3 clusters
  Score: Raw -3940343.492818 + Penalty 5001.692558 = -3935341.800260
  nChanged 2
		SP:Iteration 23Q (163853.480000 sec): 3 clusters
  Score: Raw -3940345.494765 + Penalty 5001.692558 = -3935343.802207
  nChanged 3
		SP:Iteration 24Q (163853.710000 sec): 3 clusters
  Score: Raw -3940350.622463 + Penalty 5001.692558 = -3935348.929905
  nChanged 1
		SP:Iteration 25Q (163854.040000 sec): 3 clusters
  Score: Raw -3940352.988578 + Penalty 5001.692558 = -3935351.296020
  nChanged 0
		SP:Iteration 26F (163854.360000 sec): 3 clusters
  Score: Raw -3940352.988578 + Penalty 5001.692558 = -3935351.296020
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 38 (4755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163854.440000 sec): 2 clusters
  Score: Raw -665714.995625 + Penalty 2099.804090 = -663615.191536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163854.640000 sec): 3 clusters
  Score: Raw -663429.302316 + Penalty 4199.608180 = -659229.694136
  nChanged 1843
		SP:Iteration 1F (163854.790000 sec): 3 clusters
  Score: Raw -664709.547901 + Penalty 4199.608180 = -660509.939722
  nChanged 457
		SP:Iteration 2F (163854.970000 sec): 3 clusters
  Score: Raw -665219.313253 + Penalty 4199.608180 = -661019.705074
  nChanged 392
		SP:Iteration 3F (163855.160000 sec): 3 clusters
  Score: Raw -665646.827794 + Penalty 4199.608180 = -661447.219614
  nChanged 336
		SP:Iteration 4F (163855.320000 sec): 3 clusters
  Score: Raw -665982.855265 + Penalty 4199.608180 = -661783.247085
  nChanged 282
		SP:Iteration 5F (163855.500000 sec): 3 clusters
  Score: Raw -666238.729661 + Penalty 4199.608180 = -662039.121481
  nChanged 206
		SP:Iteration 6Q (163855.710000 sec): 3 clusters
  Score: Raw -666393.437906 + Penalty 4199.608180 = -662193.829726
  nChanged 141
		SP:Iteration 7Q (163855.910000 sec): 3 clusters
  Score: Raw -666481.958724 + Penalty 4199.608180 = -662282.350544
  nChanged 95
		SP:Iteration 8Q (163856.110000 sec): 3 clusters
  Score: Raw -666527.999071 + Penalty 4199.608180 = -662328.390892
  nChanged 65
		SP:Iteration 9Q (163856.260000 sec): 3 clusters
  Score: Raw -666559.401273 + Penalty 4199.608180 = -662359.793094
  nChanged 53
		SP:Iteration 10Q (163856.440000 sec): 3 clusters
  Score: Raw -666581.729815 + Penalty 4199.608180 = -662382.121635
  nChanged 35
		SP:Iteration 11Q (163856.630000 sec): 3 clusters
  Score: Raw -666594.594350 + Penalty 4199.608180 = -662394.986170
  nChanged 15
		SP:Iteration 12Q (163856.790000 sec): 3 clusters
  Score: Raw -666600.662041 + Penalty 4199.608180 = -662401.053862
  nChanged 15
		SP:Iteration 13Q (163856.950000 sec): 3 clusters
  Score: Raw -666604.552962 + Penalty 4199.608180 = -662404.944782
  nChanged 13
		SP:Iteration 14Q (163857.150000 sec): 3 clusters
  Score: Raw -666609.390269 + Penalty 4199.608180 = -662409.782090
  nChanged 7
		SP:Iteration 15Q (163857.300000 sec): 3 clusters
  Score: Raw -666612.335175 + Penalty 4199.608180 = -662412.726996
  nChanged 6
		SP:Iteration 16Q (163857.470000 sec): 3 clusters
  Score: Raw -666614.667740 + Penalty 4199.608180 = -662415.059560
  nChanged 8
		SP:Iteration 17Q (163857.670000 sec): 3 clusters
  Score: Raw -666617.651062 + Penalty 4199.608180 = -662418.042883
  nChanged 11
		SP:Iteration 18Q (163857.790000 sec): 3 clusters
  Score: Raw -666621.056508 + Penalty 4199.608180 = -662421.448328
  nChanged 12
		SP:Iteration 19Q (163857.940000 sec): 3 clusters
  Score: Raw -666624.638753 + Penalty 4199.608180 = -662425.030574
  nChanged 12
		SP:Iteration 20F (163858.140000 sec): 3 clusters
  Score: Raw -666629.196591 + Penalty 4199.608180 = -662429.588411
  nChanged 13
		SP:Iteration 21Q (163858.350000 sec): 3 clusters
  Score: Raw -666633.436993 + Penalty 4199.608180 = -662433.828813
  nChanged 8
		SP:Iteration 22Q (163858.520000 sec): 3 clusters
  Score: Raw -666638.928877 + Penalty 4199.608180 = -662439.320697
  nChanged 13
		SP:Iteration 23Q (163858.660000 sec): 3 clusters
  Score: Raw -666645.523852 + Penalty 4199.608180 = -662445.915672
  nChanged 13
		SP:Iteration 24Q (163858.850000 sec): 3 clusters
  Score: Raw -666652.224582 + Penalty 4199.608180 = -662452.616403
  nChanged 11
		SP:Iteration 25Q (163859.050000 sec): 3 clusters
  Score: Raw -666657.431433 + Penalty 4199.608180 = -662457.823253
  nChanged 17
		SP:Iteration 26Q (163859.200000 sec): 3 clusters
  Score: Raw -666664.890774 + Penalty 4199.608180 = -662465.282594
  nChanged 18
		SP:Iteration 27Q (163859.390000 sec): 3 clusters
  Score: Raw -666671.566856 + Penalty 4199.608180 = -662471.958677
  nChanged 12
		SP:Iteration 28Q (163859.580000 sec): 3 clusters
  Score: Raw -666676.594082 + Penalty 4199.608180 = -662476.985902
  nChanged 15
		SP:Iteration 29Q (163859.740000 sec): 3 clusters
  Score: Raw -666683.682371 + Penalty 4199.608180 = -662484.074191
  nChanged 18
		SP:Iteration 30Q (163859.870000 sec): 3 clusters
  Score: Raw -666690.842612 + Penalty 4199.608180 = -662491.234432
  nChanged 24
		SP:Iteration 31Q (163860.050000 sec): 3 clusters
  Score: Raw -666700.037694 + Penalty 4199.608180 = -662500.429515
  nChanged 16
		SP:Iteration 32Q (163860.260000 sec): 3 clusters
  Score: Raw -666707.013576 + Penalty 4199.608180 = -662507.405396
  nChanged 12
		SP:Iteration 33Q (163860.350000 sec): 3 clusters
  Score: Raw -666710.673900 + Penalty 4199.608180 = -662511.065720
  nChanged 12
		SP:Iteration 34Q (163860.530000 sec): 3 clusters
  Score: Raw -666715.481286 + Penalty 4199.608180 = -662515.873107
  nChanged 10
		SP:Iteration 35Q (163860.720000 sec): 3 clusters
  Score: Raw -666718.080739 + Penalty 4199.608180 = -662518.472559
  nChanged 7
		SP:Iteration 36Q (163860.910000 sec): 3 clusters
  Score: Raw -666720.973917 + Penalty 4199.608180 = -662521.365738
  nChanged 4
		SP:Iteration 37Q (163861.070000 sec): 3 clusters
  Score: Raw -666721.982079 + Penalty 4199.608180 = -662522.373899
  nChanged 4
		SP:Iteration 38Q (163861.240000 sec): 3 clusters
  Score: Raw -666722.941309 + Penalty 4199.608180 = -662523.333130
  nChanged 2
		SP:Iteration 39Q (163861.450000 sec): 3 clusters
  Score: Raw -666723.556674 + Penalty 4199.608180 = -662523.948494
  nChanged 4
		SP:Iteration 40F (163861.640000 sec): 3 clusters
  Score: Raw -666725.949000 + Penalty 4199.608180 = -662526.340821
  nChanged 4
		SP:Iteration 41Q (163861.820000 sec): 3 clusters
  Score: Raw -666727.016035 + Penalty 4199.608180 = -662527.407855
  nChanged 4
		SP:Iteration 42Q (163861.990000 sec): 3 clusters
  Score: Raw -666728.081576 + Penalty 4199.608180 = -662528.473396
  nChanged 7
		SP:Iteration 43Q (163862.170000 sec): 3 clusters
  Score: Raw -666730.517157 + Penalty 4199.608180 = -662530.908977
  nChanged 9
		SP:Iteration 44Q (163862.310000 sec): 3 clusters
  Score: Raw -666734.707580 + Penalty 4199.608180 = -662535.099401
  nChanged 8
		SP:Iteration 45Q (163862.470000 sec): 3 clusters
  Score: Raw -666736.595903 + Penalty 4199.608180 = -662536.987723
  nChanged 4
		SP:Iteration 46Q (163862.670000 sec): 3 clusters
  Score: Raw -666737.333744 + Penalty 4199.608180 = -662537.725564
  nChanged 5
		SP:Iteration 47Q (163862.830000 sec): 3 clusters
  Score: Raw -666739.494406 + Penalty 4199.608180 = -662539.886227
  nChanged 5
		SP:Iteration 48Q (163862.970000 sec): 3 clusters
  Score: Raw -666740.338913 + Penalty 4199.608180 = -662540.730733
  nChanged 1
		SP:Iteration 49Q (163863.100000 sec): 3 clusters
  Score: Raw -666741.149582 + Penalty 4199.608180 = -662541.541403
  nChanged 1
		SP:Iteration 50Q (163863.260000 sec): 3 clusters
  Score: Raw -666741.631510 + Penalty 4199.608180 = -662542.023330
  nChanged 2
		SP:Iteration 51Q (163863.430000 sec): 3 clusters
  Score: Raw -666742.362153 + Penalty 4199.608180 = -662542.753974
  nChanged 8
		SP:Iteration 52Q (163863.590000 sec): 3 clusters
  Score: Raw -666746.498546 + Penalty 4199.608180 = -662546.890366
  nChanged 15
		SP:Iteration 53Q (163863.730000 sec): 3 clusters
  Score: Raw -666752.729214 + Penalty 4199.608180 = -662553.121034
  nChanged 15
		SP:Iteration 54Q (163863.870000 sec): 3 clusters
  Score: Raw -666757.464669 + Penalty 4199.608180 = -662557.856490
  nChanged 7
		SP:Iteration 55Q (163864.070000 sec): 3 clusters
  Score: Raw -666758.732844 + Penalty 4199.608180 = -662559.124665
  nChanged 2
		SP:Iteration 56Q (163864.250000 sec): 3 clusters
  Score: Raw -666759.403360 + Penalty 4199.608180 = -662559.795181
  nChanged 5
		SP:Iteration 57Q (163864.450000 sec): 3 clusters
  Score: Raw -666761.955766 + Penalty 4199.608180 = -662562.347586
  nChanged 9
		SP:Iteration 58Q (163864.650000 sec): 3 clusters
  Score: Raw -666765.161106 + Penalty 4199.608180 = -662565.552926
  nChanged 11
		SP:Iteration 59Q (163864.830000 sec): 3 clusters
  Score: Raw -666769.040789 + Penalty 4199.608180 = -662569.432609
  nChanged 8
		SP:Iteration 60F (163865.050000 sec): 3 clusters
  Score: Raw -666770.848443 + Penalty 4199.608180 = -662571.240264
  nChanged 3
		SP:Iteration 61Q (163865.210000 sec): 3 clusters
  Score: Raw -666771.408386 + Penalty 4199.608180 = -662571.800207
  nChanged 1
		SP:Iteration 62Q (163865.370000 sec): 3 clusters
  Score: Raw -666771.705228 + Penalty 4199.608180 = -662572.097048
  nChanged 0
		SP:Iteration 63F (163865.530000 sec): 3 clusters
  Score: Raw -666771.705228 + Penalty 4199.608180 = -662572.097048
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 39 (37320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163865.830000 sec): 2 clusters
  Score: Raw -5943535.171327 + Penalty 2610.766594 = -5940924.404732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163866.270000 sec): 3 clusters
  Score: Raw -5920822.781698 + Penalty 5221.533189 = -5915601.248509
  nChanged 16953
		SP:Iteration 1F (163866.690000 sec): 3 clusters
  Score: Raw -5930059.034636 + Penalty 5221.533189 = -5924837.501447
  nChanged 1777
		SP:Iteration 2Q (163867.130000 sec): 3 clusters
  Score: Raw -5930677.815934 + Penalty 5221.533189 = -5925456.282745
  nChanged 1699
		SP:Iteration 3Q (163867.570000 sec): 3 clusters
  Score: Raw -5931332.767577 + Penalty 5221.533189 = -5926111.234388
  nChanged 1790
		SP:Iteration 4Q (163867.950000 sec): 3 clusters
  Score: Raw -5932136.571375 + Penalty 5221.533189 = -5926915.038186
  nChanged 1948
		SP:Iteration 5F (163868.370000 sec): 3 clusters
  Score: Raw -5933158.033090 + Penalty 5221.533189 = -5927936.499901
  nChanged 2177
		SP:Iteration 6F (163868.860000 sec): 3 clusters
  Score: Raw -5934496.742380 + Penalty 5221.533189 = -5929275.209191
  nChanged 2310
		SP:Iteration 7F (163869.330000 sec): 3 clusters
  Score: Raw -5936161.282988 + Penalty 5221.533189 = -5930939.749799
  nChanged 2310
		SP:Iteration 8F (163869.700000 sec): 3 clusters
  Score: Raw -5938049.413900 + Penalty 5221.533189 = -5932827.880711
  nChanged 2147
		SP:Iteration 9F (163870.220000 sec): 3 clusters
  Score: Raw -5939816.348261 + Penalty 5221.533189 = -5934594.815072
  nChanged 1713
		SP:Iteration 10Q (163870.650000 sec): 3 clusters
  Score: Raw -5941096.745991 + Penalty 5221.533189 = -5935875.212802
  nChanged 1242
		SP:Iteration 11Q (163871.090000 sec): 3 clusters
  Score: Raw -5941933.556191 + Penalty 5221.533189 = -5936712.023002
  nChanged 901
		SP:Iteration 12Q (163871.570000 sec): 3 clusters
  Score: Raw -5942425.378224 + Penalty 5221.533189 = -5937203.845035
  nChanged 681
		SP:Iteration 13Q (163871.970000 sec): 3 clusters
  Score: Raw -5942756.138972 + Penalty 5221.533189 = -5937534.605783
  nChanged 536
		SP:Iteration 14Q (163872.470000 sec): 3 clusters
  Score: Raw -5942990.197609 + Penalty 5221.533189 = -5937768.664420
  nChanged 434
		SP:Iteration 15Q (163872.800000 sec): 3 clusters
  Score: Raw -5943140.701689 + Penalty 5221.533189 = -5937919.168500
  nChanged 341
		SP:Iteration 16Q (163873.280000 sec): 3 clusters
  Score: Raw -5943252.212425 + Penalty 5221.533189 = -5938030.679236
  nChanged 280
		SP:Iteration 17Q (163873.670000 sec): 3 clusters
  Score: Raw -5943342.381729 + Penalty 5221.533189 = -5938120.848540
  nChanged 271
		SP:Iteration 18Q (163874.130000 sec): 3 clusters
  Score: Raw -5943415.574713 + Penalty 5221.533189 = -5938194.041524
  nChanged 215
		SP:Iteration 19Q (163874.530000 sec): 3 clusters
  Score: Raw -5943465.991556 + Penalty 5221.533189 = -5938244.458367
  nChanged 188
		SP:Iteration 20F (163874.900000 sec): 3 clusters
  Score: Raw -5943505.188246 + Penalty 5221.533189 = -5938283.655058
  nChanged 160
		SP:Iteration 21Q (163875.410000 sec): 3 clusters
  Score: Raw -5943536.339578 + Penalty 5221.533189 = -5938314.806390
  nChanged 138
		SP:Iteration 22Q (163875.910000 sec): 3 clusters
  Score: Raw -5943562.214905 + Penalty 5221.533189 = -5938340.681716
  nChanged 113
		SP:Iteration 23Q (163876.390000 sec): 3 clusters
  Score: Raw -5943581.118395 + Penalty 5221.533189 = -5938359.585206
  nChanged 110
		SP:Iteration 24Q (163876.830000 sec): 3 clusters
  Score: Raw -5943600.874825 + Penalty 5221.533189 = -5938379.341636
  nChanged 110
		SP:Iteration 25Q (163877.240000 sec): 3 clusters
  Score: Raw -5943619.797270 + Penalty 5221.533189 = -5938398.264081
  nChanged 114
		SP:Iteration 26Q (163877.570000 sec): 3 clusters
  Score: Raw -5943639.575461 + Penalty 5221.533189 = -5938418.042273
  nChanged 123
		SP:Iteration 27Q (163877.990000 sec): 3 clusters
  Score: Raw -5943660.409469 + Penalty 5221.533189 = -5938438.876280
  nChanged 110
		SP:Iteration 28Q (163878.390000 sec): 3 clusters
  Score: Raw -5943676.324425 + Penalty 5221.533189 = -5938454.791236
  nChanged 99
		SP:Iteration 29Q (163878.770000 sec): 3 clusters
  Score: Raw -5943691.466302 + Penalty 5221.533189 = -5938469.933113
  nChanged 108
		SP:Iteration 30Q (163879.140000 sec): 3 clusters
  Score: Raw -5943709.139379 + Penalty 5221.533189 = -5938487.606191
  nChanged 110
		SP:Iteration 31Q (163879.520000 sec): 3 clusters
  Score: Raw -5943729.022551 + Penalty 5221.533189 = -5938507.489362
  nChanged 119
		SP:Iteration 32Q (163879.960000 sec): 3 clusters
  Score: Raw -5943751.087294 + Penalty 5221.533189 = -5938529.554105
  nChanged 96
		SP:Iteration 33Q (163880.370000 sec): 3 clusters
  Score: Raw -5943766.310434 + Penalty 5221.533189 = -5938544.777245
  nChanged 86
		SP:Iteration 34Q (163880.720000 sec): 3 clusters
  Score: Raw -5943779.041280 + Penalty 5221.533189 = -5938557.508091
  nChanged 90
		SP:Iteration 35Q (163881.070000 sec): 3 clusters
  Score: Raw -5943792.773013 + Penalty 5221.533189 = -5938571.239824
  nChanged 75
		SP:Iteration 36Q (163881.420000 sec): 3 clusters
  Score: Raw -5943806.170290 + Penalty 5221.533189 = -5938584.637101
  nChanged 80
		SP:Iteration 37Q (163881.790000 sec): 3 clusters
  Score: Raw -5943819.636007 + Penalty 5221.533189 = -5938598.102819
  nChanged 74
		SP:Iteration 38Q (163882.160000 sec): 3 clusters
  Score: Raw -5943829.977196 + Penalty 5221.533189 = -5938608.444007
  nChanged 82
		SP:Iteration 39Q (163882.600000 sec): 3 clusters
  Score: Raw -5943844.200121 + Penalty 5221.533189 = -5938622.666932
  nChanged 87
		SP:Iteration 40F (163883.010000 sec): 3 clusters
  Score: Raw -5943856.621033 + Penalty 5221.533189 = -5938635.087844
  nChanged 68
		SP:Iteration 41Q (163883.400000 sec): 3 clusters
  Score: Raw -5943865.482164 + Penalty 5221.533189 = -5938643.948975
  nChanged 61
		SP:Iteration 42Q (163883.780000 sec): 3 clusters
  Score: Raw -5943874.029276 + Penalty 5221.533189 = -5938652.496087
  nChanged 63
		SP:Iteration 43Q (163884.180000 sec): 3 clusters
  Score: Raw -5943883.752367 + Penalty 5221.533189 = -5938662.219178
  nChanged 52
		SP:Iteration 44Q (163884.530000 sec): 3 clusters
  Score: Raw -5943891.988404 + Penalty 5221.533189 = -5938670.455215
  nChanged 60
		SP:Iteration 45Q (163884.900000 sec): 3 clusters
  Score: Raw -5943901.611678 + Penalty 5221.533189 = -5938680.078489
  nChanged 57
		SP:Iteration 46Q (163885.290000 sec): 3 clusters
  Score: Raw -5943909.625949 + Penalty 5221.533189 = -5938688.092760
  nChanged 69
		SP:Iteration 47Q (163885.690000 sec): 3 clusters
  Score: Raw -5943920.725491 + Penalty 5221.533189 = -5938699.192302
  nChanged 85
		SP:Iteration 48Q (163886.080000 sec): 3 clusters
  Score: Raw -5943936.590143 + Penalty 5221.533189 = -5938715.056954
  nChanged 82
		SP:Iteration 49Q (163886.450000 sec): 3 clusters
  Score: Raw -5943952.715923 + Penalty 5221.533189 = -5938731.182735
  nChanged 71
		SP:Iteration 50Q (163886.870000 sec): 3 clusters
  Score: Raw -5943966.124092 + Penalty 5221.533189 = -5938744.590903
  nChanged 69
		SP:Iteration 51Q (163887.290000 sec): 3 clusters
  Score: Raw -5943981.289505 + Penalty 5221.533189 = -5938759.756316
  nChanged 83
		SP:Iteration 52Q (163887.640000 sec): 3 clusters
  Score: Raw -5943997.763296 + Penalty 5221.533189 = -5938776.230107
  nChanged 92
		SP:Iteration 53Q (163888.070000 sec): 3 clusters
  Score: Raw -5944017.901902 + Penalty 5221.533189 = -5938796.368713
  nChanged 91
		SP:Iteration 54Q (163888.450000 sec): 3 clusters
  Score: Raw -5944037.164754 + Penalty 5221.533189 = -5938815.631565
  nChanged 94
		SP:Iteration 55Q (163888.790000 sec): 3 clusters
  Score: Raw -5944057.936038 + Penalty 5221.533189 = -5938836.402849
  nChanged 98
		SP:Iteration 56Q (163889.220000 sec): 3 clusters
  Score: Raw -5944080.640969 + Penalty 5221.533189 = -5938859.107780
  nChanged 97
		SP:Iteration 57Q (163889.660000 sec): 3 clusters
  Score: Raw -5944101.442499 + Penalty 5221.533189 = -5938879.909310
  nChanged 92
		SP:Iteration 58Q (163890.060000 sec): 3 clusters
  Score: Raw -5944121.190304 + Penalty 5221.533189 = -5938899.657115
  nChanged 88
		SP:Iteration 59Q (163890.450000 sec): 3 clusters
  Score: Raw -5944139.555567 + Penalty 5221.533189 = -5938918.022378
  nChanged 84
		SP:Iteration 60F (163890.880000 sec): 3 clusters
  Score: Raw -5944156.074781 + Penalty 5221.533189 = -5938934.541592
  nChanged 84
		SP:Iteration 61Q (163891.250000 sec): 3 clusters
  Score: Raw -5944176.017041 + Penalty 5221.533189 = -5938954.483852
  nChanged 102
		SP:Iteration 62Q (163891.680000 sec): 3 clusters
  Score: Raw -5944202.316832 + Penalty 5221.533189 = -5938980.783643
  nChanged 96
		SP:Iteration 63Q (163892.070000 sec): 3 clusters
  Score: Raw -5944226.487249 + Penalty 5221.533189 = -5939004.954060
  nChanged 88
		SP:Iteration 64Q (163892.480000 sec): 3 clusters
  Score: Raw -5944250.623046 + Penalty 5221.533189 = -5939029.089857
  nChanged 96
		SP:Iteration 65Q (163892.900000 sec): 3 clusters
  Score: Raw -5944277.300174 + Penalty 5221.533189 = -5939055.766985
  nChanged 99
		SP:Iteration 66Q (163893.260000 sec): 3 clusters
  Score: Raw -5944304.579262 + Penalty 5221.533189 = -5939083.046073
  nChanged 104
		SP:Iteration 67Q (163893.600000 sec): 3 clusters
  Score: Raw -5944333.386016 + Penalty 5221.533189 = -5939111.852828
  nChanged 103
		SP:Iteration 68Q (163894.050000 sec): 3 clusters
  Score: Raw -5944357.074791 + Penalty 5221.533189 = -5939135.541602
  nChanged 75
		SP:Iteration 69Q (163894.460000 sec): 3 clusters
  Score: Raw -5944374.119048 + Penalty 5221.533189 = -5939152.585859
  nChanged 62
		SP:Iteration 70Q (163894.810000 sec): 3 clusters
  Score: Raw -5944388.963721 + Penalty 5221.533189 = -5939167.430532
  nChanged 57
		SP:Iteration 71Q (163895.230000 sec): 3 clusters
  Score: Raw -5944399.545642 + Penalty 5221.533189 = -5939178.012453
  nChanged 54
		SP:Iteration 72Q (163895.690000 sec): 3 clusters
  Score: Raw -5944411.297043 + Penalty 5221.533189 = -5939189.763854
  nChanged 49
		SP:Iteration 73Q (163896.100000 sec): 3 clusters
  Score: Raw -5944420.902324 + Penalty 5221.533189 = -5939199.369135
  nChanged 41
		SP:Iteration 74Q (163896.530000 sec): 3 clusters
  Score: Raw -5944428.119338 + Penalty 5221.533189 = -5939206.586149
  nChanged 30
		SP:Iteration 75Q (163896.850000 sec): 3 clusters
  Score: Raw -5944435.127975 + Penalty 5221.533189 = -5939213.594786
  nChanged 40
		SP:Iteration 76Q (163897.180000 sec): 3 clusters
  Score: Raw -5944444.080030 + Penalty 5221.533189 = -5939222.546841
  nChanged 41
		SP:Iteration 77Q (163897.560000 sec): 3 clusters
  Score: Raw -5944452.103546 + Penalty 5221.533189 = -5939230.570357
  nChanged 36
		SP:Iteration 78Q (163897.890000 sec): 3 clusters
  Score: Raw -5944460.552671 + Penalty 5221.533189 = -5939239.019482
  nChanged 45
		SP:Iteration 79Q (163898.260000 sec): 3 clusters
  Score: Raw -5944469.994276 + Penalty 5221.533189 = -5939248.461087
  nChanged 56
		SP:Iteration 80F (163898.700000 sec): 3 clusters
  Score: Raw -5944481.810076 + Penalty 5221.533189 = -5939260.276887
  nChanged 53
		SP:Iteration 81Q (163899.070000 sec): 3 clusters
  Score: Raw -5944493.968727 + Penalty 5221.533189 = -5939272.435538
  nChanged 52
		SP:Iteration 82Q (163899.480000 sec): 3 clusters
  Score: Raw -5944504.958716 + Penalty 5221.533189 = -5939283.425528
  nChanged 37
		SP:Iteration 83Q (163899.860000 sec): 3 clusters
  Score: Raw -5944512.231337 + Penalty 5221.533189 = -5939290.698148
  nChanged 30
		SP:Iteration 84Q (163900.270000 sec): 3 clusters
  Score: Raw -5944517.701120 + Penalty 5221.533189 = -5939296.167931
  nChanged 23
		SP:Iteration 85Q (163900.640000 sec): 3 clusters
  Score: Raw -5944521.734814 + Penalty 5221.533189 = -5939300.201625
  nChanged 26
		SP:Iteration 86Q (163901.050000 sec): 3 clusters
  Score: Raw -5944527.228714 + Penalty 5221.533189 = -5939305.695526
  nChanged 27
		SP:Iteration 87Q (163901.380000 sec): 3 clusters
  Score: Raw -5944532.388759 + Penalty 5221.533189 = -5939310.855570
  nChanged 23
		SP:Iteration 88Q (163901.730000 sec): 3 clusters
  Score: Raw -5944536.247576 + Penalty 5221.533189 = -5939314.714387
  nChanged 17
		SP:Iteration 89Q (163902.160000 sec): 3 clusters
  Score: Raw -5944539.871538 + Penalty 5221.533189 = -5939318.338350
  nChanged 19
		SP:Iteration 90Q (163902.500000 sec): 3 clusters
  Score: Raw -5944543.489375 + Penalty 5221.533189 = -5939321.956186
  nChanged 15
		SP:Iteration 91Q (163902.900000 sec): 3 clusters
  Score: Raw -5944546.335815 + Penalty 5221.533189 = -5939324.802626
  nChanged 13
		SP:Iteration 92Q (163903.310000 sec): 3 clusters
  Score: Raw -5944548.581738 + Penalty 5221.533189 = -5939327.048549
  nChanged 11
		SP:Iteration 93Q (163903.620000 sec): 3 clusters
  Score: Raw -5944550.376562 + Penalty 5221.533189 = -5939328.843373
  nChanged 9
		SP:Iteration 94Q (163903.970000 sec): 3 clusters
  Score: Raw -5944552.231296 + Penalty 5221.533189 = -5939330.698107
  nChanged 14
		SP:Iteration 95Q (163904.320000 sec): 3 clusters
  Score: Raw -5944555.231998 + Penalty 5221.533189 = -5939333.698809
  nChanged 17
		SP:Iteration 96Q (163904.640000 sec): 3 clusters
  Score: Raw -5944557.321115 + Penalty 5221.533189 = -5939335.787926
  nChanged 8
		SP:Iteration 97Q (163905.060000 sec): 3 clusters
  Score: Raw -5944558.504276 + Penalty 5221.533189 = -5939336.971087
  nChanged 7
		SP:Iteration 98Q (163905.450000 sec): 3 clusters
  Score: Raw -5944559.300092 + Penalty 5221.533189 = -5939337.766903
  nChanged 5
		SP:Iteration 99Q (163905.840000 sec): 3 clusters
  Score: Raw -5944560.184396 + Penalty 5221.533189 = -5939338.651207
  nChanged 5
		SP:Iteration 100F (163906.190000 sec): 3 clusters
  Score: Raw -5944561.009128 + Penalty 5221.533189 = -5939339.475939
  nChanged 10
		SP:Iteration 101Q (163906.550000 sec): 3 clusters
  Score: Raw -5944562.461819 + Penalty 5221.533189 = -5939340.928630
  nChanged 8
		SP:Iteration 102Q (163906.960000 sec): 3 clusters
  Score: Raw -5944563.621582 + Penalty 5221.533189 = -5939342.088393
  nChanged 9
		SP:Iteration 103Q (163907.290000 sec): 3 clusters
  Score: Raw -5944565.386002 + Penalty 5221.533189 = -5939343.852813
  nChanged 10
		SP:Iteration 104Q (163907.660000 sec): 3 clusters
  Score: Raw -5944566.804565 + Penalty 5221.533189 = -5939345.271376
  nChanged 11
		SP:Iteration 105Q (163908.030000 sec): 3 clusters
  Score: Raw -5944568.384912 + Penalty 5221.533189 = -5939346.851724
  nChanged 10
		SP:Iteration 106Q (163908.370000 sec): 3 clusters
  Score: Raw -5944569.917961 + Penalty 5221.533189 = -5939348.384772
  nChanged 6
		SP:Iteration 107Q (163908.750000 sec): 3 clusters
  Score: Raw -5944570.942920 + Penalty 5221.533189 = -5939349.409731
  nChanged 7
		SP:Iteration 108Q (163909.150000 sec): 3 clusters
  Score: Raw -5944571.902117 + Penalty 5221.533189 = -5939350.368928
  nChanged 2
		SP:Iteration 109Q (163909.520000 sec): 3 clusters
  Score: Raw -5944572.247062 + Penalty 5221.533189 = -5939350.713873
  nChanged 0
		SP:Iteration 110F (163909.900000 sec): 3 clusters
  Score: Raw -5944572.247062 + Penalty 5221.533189 = -5939350.713873
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 40 (333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163910.050000 sec): 2 clusters
  Score: Raw -37698.454194 + Penalty 1440.419338 = -36258.034857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163910.140000 sec): 3 clusters
  Score: Raw -38176.465242 + Penalty 2880.838675 = -35295.626567
  nChanged 92
		SP:Iteration 1F (163910.260000 sec): 3 clusters
  Score: Raw -38511.688899 + Penalty 2880.838675 = -35630.850224
  nChanged 26
		SP:Iteration 2F (163910.400000 sec): 3 clusters
  Score: Raw -38675.186222 + Penalty 2880.838675 = -35794.347547
  nChanged 12
		SP:Iteration 3Q (163910.500000 sec): 3 clusters
  Score: Raw -38718.270634 + Penalty 2880.838675 = -35837.431959
  nChanged 7
		SP:Iteration 4Q (163910.640000 sec): 3 clusters
  Score: Raw -38767.369055 + Penalty 2880.838675 = -35886.530380
  nChanged 3
		SP:Iteration 5Q (163910.760000 sec): 3 clusters
  Score: Raw -38775.969680 + Penalty 2880.838675 = -35895.131005
  nChanged 2
		SP:Iteration 6Q (163910.940000 sec): 3 clusters
  Score: Raw -38802.400457 + Penalty 2880.838675 = -35921.561782
  nChanged 1
		SP:Iteration 7Q (163911.080000 sec): 3 clusters
  Score: Raw -38803.742292 + Penalty 2880.838675 = -35922.903617
  nChanged 1
		SP:Iteration 8Q (163911.180000 sec): 3 clusters
  Score: Raw -38804.349865 + Penalty 2880.838675 = -35923.511190
  nChanged 0
		SP:Iteration 9F (163911.300000 sec): 3 clusters
  Score: Raw -38804.349865 + Penalty 2880.838675 = -35923.511190
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 41 (32696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163911.620000 sec): 2 clusters
  Score: Raw -4847936.415161 + Penalty 2577.961990 = -4845358.453170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163911.940000 sec): 3 clusters
  Score: Raw -4828280.555933 + Penalty 5155.923981 = -4823124.631953
  nChanged 14746
		SP:Iteration 1F (163912.300000 sec): 3 clusters
  Score: Raw -4836624.644817 + Penalty 5155.923981 = -4831468.720836
  nChanged 1930
		SP:Iteration 2F (163912.750000 sec): 3 clusters
  Score: Raw -4837567.081451 + Penalty 5155.923981 = -4832411.157470
  nChanged 1894
		SP:Iteration 3F (163913.060000 sec): 3 clusters
  Score: Raw -4838569.193045 + Penalty 5155.923981 = -4833413.269064
  nChanged 1890
		SP:Iteration 4F (163913.380000 sec): 3 clusters
  Score: Raw -4839616.449748 + Penalty 5155.923981 = -4834460.525768
  nChanged 1948
		SP:Iteration 5F (163913.690000 sec): 3 clusters
  Score: Raw -4840736.818797 + Penalty 5155.923981 = -4835580.894816
  nChanged 1885
		SP:Iteration 6F (163914.010000 sec): 3 clusters
  Score: Raw -4841723.597202 + Penalty 5155.923981 = -4836567.673221
  nChanged 1664
		SP:Iteration 7F (163914.390000 sec): 3 clusters
  Score: Raw -4842514.884899 + Penalty 5155.923981 = -4837358.960918
  nChanged 1459
		SP:Iteration 8Q (163914.760000 sec): 3 clusters
  Score: Raw -4843186.228613 + Penalty 5155.923981 = -4838030.304632
  nChanged 1249
		SP:Iteration 9Q (163915.140000 sec): 3 clusters
  Score: Raw -4843705.901971 + Penalty 5155.923981 = -4838549.977991
  nChanged 1081
		SP:Iteration 10Q (163915.500000 sec): 3 clusters
  Score: Raw -4844118.260861 + Penalty 5155.923981 = -4838962.336880
  nChanged 951
		SP:Iteration 11Q (163915.920000 sec): 3 clusters
  Score: Raw -4844493.758742 + Penalty 5155.923981 = -4839337.834761
  nChanged 825
		SP:Iteration 12Q (163916.320000 sec): 3 clusters
  Score: Raw -4844834.076135 + Penalty 5155.923981 = -4839678.152155
  nChanged 828
		SP:Iteration 13Q (163916.710000 sec): 3 clusters
  Score: Raw -4845203.637543 + Penalty 5155.923981 = -4840047.713562
  nChanged 809
		SP:Iteration 14Q (163917.070000 sec): 3 clusters
  Score: Raw -4845567.036690 + Penalty 5155.923981 = -4840411.112709
  nChanged 757
		SP:Iteration 15Q (163917.480000 sec): 3 clusters
  Score: Raw -4845931.581903 + Penalty 5155.923981 = -4840775.657922
  nChanged 757
		SP:Iteration 16Q (163917.870000 sec): 3 clusters
  Score: Raw -4846291.066213 + Penalty 5155.923981 = -4841135.142232
  nChanged 676
		SP:Iteration 17Q (163918.300000 sec): 3 clusters
  Score: Raw -4846619.052204 + Penalty 5155.923981 = -4841463.128223
  nChanged 611
		SP:Iteration 18Q (163918.650000 sec): 3 clusters
  Score: Raw -4846875.481384 + Penalty 5155.923981 = -4841719.557403
  nChanged 604
		SP:Iteration 19Q (163919.130000 sec): 3 clusters
  Score: Raw -4847115.953742 + Penalty 5155.923981 = -4841960.029762
  nChanged 527
		SP:Iteration 20F (163919.450000 sec): 3 clusters
  Score: Raw -4847325.944100 + Penalty 5155.923981 = -4842170.020120
  nChanged 493
		SP:Iteration 21Q (163919.820000 sec): 3 clusters
  Score: Raw -4847524.563020 + Penalty 5155.923981 = -4842368.639039
  nChanged 457
		SP:Iteration 22Q (163920.220000 sec): 3 clusters
  Score: Raw -4847712.928866 + Penalty 5155.923981 = -4842557.004886
  nChanged 451
		SP:Iteration 23Q (163920.590000 sec): 3 clusters
  Score: Raw -4847905.156192 + Penalty 5155.923981 = -4842749.232211
  nChanged 409
		SP:Iteration 24Q (163920.990000 sec): 3 clusters
  Score: Raw -4848080.450737 + Penalty 5155.923981 = -4842924.526756
  nChanged 366
		SP:Iteration 25Q (163921.360000 sec): 3 clusters
  Score: Raw -4848221.285833 + Penalty 5155.923981 = -4843065.361852
  nChanged 325
		SP:Iteration 26Q (163921.750000 sec): 3 clusters
  Score: Raw -4848352.626438 + Penalty 5155.923981 = -4843196.702458
  nChanged 309
		SP:Iteration 27Q (163922.080000 sec): 3 clusters
  Score: Raw -4848471.483437 + Penalty 5155.923981 = -4843315.559456
  nChanged 276
		SP:Iteration 28Q (163922.470000 sec): 3 clusters
  Score: Raw -4848584.157342 + Penalty 5155.923981 = -4843428.233362
  nChanged 257
		SP:Iteration 29Q (163922.890000 sec): 3 clusters
  Score: Raw -4848687.655520 + Penalty 5155.923981 = -4843531.731539
  nChanged 213
		SP:Iteration 30Q (163923.270000 sec): 3 clusters
  Score: Raw -4848765.530986 + Penalty 5155.923981 = -4843609.607005
  nChanged 185
		SP:Iteration 31Q (163923.640000 sec): 3 clusters
  Score: Raw -4848834.449965 + Penalty 5155.923981 = -4843678.525985
  nChanged 169
		SP:Iteration 32Q (163924.020000 sec): 3 clusters
  Score: Raw -4848898.643310 + Penalty 5155.923981 = -4843742.719330
  nChanged 140
		SP:Iteration 33Q (163924.460000 sec): 3 clusters
  Score: Raw -4848952.537926 + Penalty 5155.923981 = -4843796.613945
  nChanged 130
		SP:Iteration 34Q (163924.830000 sec): 3 clusters
  Score: Raw -4849007.970383 + Penalty 5155.923981 = -4843852.046402
  nChanged 124
		SP:Iteration 35Q (163925.230000 sec): 3 clusters
  Score: Raw -4849060.682897 + Penalty 5155.923981 = -4843904.758916
  nChanged 129
		SP:Iteration 36Q (163925.560000 sec): 3 clusters
  Score: Raw -4849115.401428 + Penalty 5155.923981 = -4843959.477448
  nChanged 107
		SP:Iteration 37Q (163925.940000 sec): 3 clusters
  Score: Raw -4849158.362939 + Penalty 5155.923981 = -4844002.438959
  nChanged 75
		SP:Iteration 38Q (163926.340000 sec): 3 clusters
  Score: Raw -4849185.497526 + Penalty 5155.923981 = -4844029.573546
  nChanged 78
		SP:Iteration 39Q (163926.730000 sec): 3 clusters
  Score: Raw -4849214.464111 + Penalty 5155.923981 = -4844058.540130
  nChanged 68
		SP:Iteration 40F (163927.210000 sec): 3 clusters
  Score: Raw -4849237.117937 + Penalty 5155.923981 = -4844081.193957
  nChanged 54
		SP:Iteration 41Q (163927.580000 sec): 3 clusters
  Score: Raw -4849255.035737 + Penalty 5155.923981 = -4844099.111757
  nChanged 41
		SP:Iteration 42Q (163928.030000 sec): 3 clusters
  Score: Raw -4849267.440971 + Penalty 5155.923981 = -4844111.516990
  nChanged 28
		SP:Iteration 43Q (163928.360000 sec): 3 clusters
  Score: Raw -4849275.551959 + Penalty 5155.923981 = -4844119.627978
  nChanged 31
		SP:Iteration 44Q (163928.790000 sec): 3 clusters
  Score: Raw -4849284.128451 + Penalty 5155.923981 = -4844128.204470
  nChanged 31
		SP:Iteration 45Q (163929.220000 sec): 3 clusters
  Score: Raw -4849291.828617 + Penalty 5155.923981 = -4844135.904636
  nChanged 22
		SP:Iteration 46Q (163929.600000 sec): 3 clusters
  Score: Raw -4849297.073088 + Penalty 5155.923981 = -4844141.149107
  nChanged 20
		SP:Iteration 47Q (163930.090000 sec): 3 clusters
  Score: Raw -4849302.373730 + Penalty 5155.923981 = -4844146.449750
  nChanged 17
		SP:Iteration 48Q (163930.530000 sec): 3 clusters
  Score: Raw -4849306.856664 + Penalty 5155.923981 = -4844150.932684
  nChanged 23
		SP:Iteration 49Q (163930.920000 sec): 3 clusters
  Score: Raw -4849312.376978 + Penalty 5155.923981 = -4844156.452998
  nChanged 18
		SP:Iteration 50Q (163931.420000 sec): 3 clusters
  Score: Raw -4849317.079536 + Penalty 5155.923981 = -4844161.155556
  nChanged 13
		SP:Iteration 51Q (163931.700000 sec): 3 clusters
  Score: Raw -4849321.833540 + Penalty 5155.923981 = -4844165.909560
  nChanged 19
		SP:Iteration 52Q (163932.130000 sec): 3 clusters
  Score: Raw -4849326.670952 + Penalty 5155.923981 = -4844170.746971
  nChanged 10
		SP:Iteration 53Q (163932.570000 sec): 3 clusters
  Score: Raw -4849329.517830 + Penalty 5155.923981 = -4844173.593850
  nChanged 11
		SP:Iteration 54Q (163932.910000 sec): 3 clusters
  Score: Raw -4849332.196184 + Penalty 5155.923981 = -4844176.272204
  nChanged 11
		SP:Iteration 55Q (163933.330000 sec): 3 clusters
  Score: Raw -4849335.315750 + Penalty 5155.923981 = -4844179.391769
  nChanged 16
		SP:Iteration 56Q (163933.730000 sec): 3 clusters
  Score: Raw -4849339.406028 + Penalty 5155.923981 = -4844183.482047
  nChanged 6
		SP:Iteration 57Q (163934.120000 sec): 3 clusters
  Score: Raw -4849341.334630 + Penalty 5155.923981 = -4844185.410650
  nChanged 13
		SP:Iteration 58Q (163934.500000 sec): 3 clusters
  Score: Raw -4849344.305131 + Penalty 5155.923981 = -4844188.381150
  nChanged 11
		SP:Iteration 59Q (163934.910000 sec): 3 clusters
  Score: Raw -4849345.925753 + Penalty 5155.923981 = -4844190.001772
  nChanged 9
		SP:Iteration 60F (163935.340000 sec): 3 clusters
  Score: Raw -4849347.685291 + Penalty 5155.923981 = -4844191.761310
  nChanged 6
		SP:Iteration 61Q (163935.730000 sec): 3 clusters
  Score: Raw -4849348.881335 + Penalty 5155.923981 = -4844192.957354
  nChanged 7
		SP:Iteration 62Q (163936.010000 sec): 3 clusters
  Score: Raw -4849350.526951 + Penalty 5155.923981 = -4844194.602970
  nChanged 5
		SP:Iteration 63Q (163936.430000 sec): 3 clusters
  Score: Raw -4849351.526052 + Penalty 5155.923981 = -4844195.602072
  nChanged 3
		SP:Iteration 64Q (163936.830000 sec): 3 clusters
  Score: Raw -4849352.212045 + Penalty 5155.923981 = -4844196.288065
  nChanged 6
		SP:Iteration 65Q (163937.100000 sec): 3 clusters
  Score: Raw -4849353.123112 + Penalty 5155.923981 = -4844197.199132
  nChanged 4
		SP:Iteration 66Q (163937.490000 sec): 3 clusters
  Score: Raw -4849353.744749 + Penalty 5155.923981 = -4844197.820769
  nChanged 4
		SP:Iteration 67Q (163937.870000 sec): 3 clusters
  Score: Raw -4849354.227458 + Penalty 5155.923981 = -4844198.303478
  nChanged 5
		SP:Iteration 68Q (163938.150000 sec): 3 clusters
  Score: Raw -4849354.801979 + Penalty 5155.923981 = -4844198.877999
  nChanged 1
		SP:Iteration 69Q (163938.540000 sec): 3 clusters
  Score: Raw -4849354.916041 + Penalty 5155.923981 = -4844198.992061
  nChanged 0
		SP:Iteration 70F (163938.950000 sec): 3 clusters
  Score: Raw -4849354.916041 + Penalty 5155.923981 = -4844198.992061
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 42 (3065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163939.050000 sec): 2 clusters
  Score: Raw -469506.365114 + Penalty 1990.895106 = -467515.470008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163939.230000 sec): 3 clusters
  Score: Raw -468232.605628 + Penalty 3981.790213 = -464250.815415
  nChanged 1092
		SP:Iteration 1F (163939.400000 sec): 3 clusters
  Score: Raw -468974.502802 + Penalty 3981.790213 = -464992.712590
  nChanged 233
		SP:Iteration 2F (163939.580000 sec): 3 clusters
  Score: Raw -469155.213742 + Penalty 3981.790213 = -465173.423530
  nChanged 133
		SP:Iteration 3Q (163939.760000 sec): 3 clusters
  Score: Raw -469260.213523 + Penalty 3981.790213 = -465278.423310
  nChanged 133
		SP:Iteration 4Q (163939.930000 sec): 3 clusters
  Score: Raw -469384.455329 + Penalty 3981.790213 = -465402.665117
  nChanged 131
		SP:Iteration 5Q (163940.110000 sec): 3 clusters
  Score: Raw -469511.273304 + Penalty 3981.790213 = -465529.483091
  nChanged 119
		SP:Iteration 6Q (163940.280000 sec): 3 clusters
  Score: Raw -469628.435193 + Penalty 3981.790213 = -465646.644981
  nChanged 117
		SP:Iteration 7Q (163940.470000 sec): 3 clusters
  Score: Raw -469751.375885 + Penalty 3981.790213 = -465769.585672
  nChanged 112
		SP:Iteration 8Q (163940.620000 sec): 3 clusters
  Score: Raw -469866.611962 + Penalty 3981.790213 = -465884.821749
  nChanged 98
		SP:Iteration 9Q (163940.760000 sec): 3 clusters
  Score: Raw -469980.968768 + Penalty 3981.790213 = -465999.178555
  nChanged 85
		SP:Iteration 10Q (163940.900000 sec): 3 clusters
  Score: Raw -470062.236435 + Penalty 3981.790213 = -466080.446222
  nChanged 83
		SP:Iteration 11Q (163941.040000 sec): 3 clusters
  Score: Raw -470154.113713 + Penalty 3981.790213 = -466172.323500
  nChanged 88
		SP:Iteration 12Q (163941.190000 sec): 3 clusters
  Score: Raw -470249.354970 + Penalty 3981.790213 = -466267.564758
  nChanged 65
		SP:Iteration 13Q (163941.330000 sec): 3 clusters
  Score: Raw -470308.444131 + Penalty 3981.790213 = -466326.653918
  nChanged 47
		SP:Iteration 14Q (163941.480000 sec): 3 clusters
  Score: Raw -470344.581044 + Penalty 3981.790213 = -466362.790831
  nChanged 36
		SP:Iteration 15Q (163941.620000 sec): 3 clusters
  Score: Raw -470368.107982 + Penalty 3981.790213 = -466386.317769
  nChanged 30
		SP:Iteration 16Q (163941.800000 sec): 3 clusters
  Score: Raw -470390.799554 + Penalty 3981.790213 = -466409.009341
  nChanged 28
		SP:Iteration 17Q (163941.940000 sec): 3 clusters
  Score: Raw -470409.031844 + Penalty 3981.790213 = -466427.241631
  nChanged 24
		SP:Iteration 18Q (163942.110000 sec): 3 clusters
  Score: Raw -470422.141179 + Penalty 3981.790213 = -466440.350966
  nChanged 20
		SP:Iteration 19Q (163942.290000 sec): 3 clusters
  Score: Raw -470433.113490 + Penalty 3981.790213 = -466451.323277
  nChanged 17
		SP:Iteration 20F (163942.460000 sec): 3 clusters
  Score: Raw -470442.177068 + Penalty 3981.790213 = -466460.386855
  nChanged 11
		SP:Iteration 21Q (163942.640000 sec): 3 clusters
  Score: Raw -470447.531288 + Penalty 3981.790213 = -466465.741075
  nChanged 10
		SP:Iteration 22Q (163942.820000 sec): 3 clusters
  Score: Raw -470453.313576 + Penalty 3981.790213 = -466471.523363
  nChanged 14
		SP:Iteration 23Q (163942.990000 sec): 3 clusters
  Score: Raw -470461.662337 + Penalty 3981.790213 = -466479.872124
  nChanged 10
		SP:Iteration 24Q (163943.150000 sec): 3 clusters
  Score: Raw -470469.694894 + Penalty 3981.790213 = -466487.904682
  nChanged 11
		SP:Iteration 25Q (163943.340000 sec): 3 clusters
  Score: Raw -470477.538793 + Penalty 3981.790213 = -466495.748580
  nChanged 15
		SP:Iteration 26Q (163943.520000 sec): 3 clusters
  Score: Raw -470490.740420 + Penalty 3981.790213 = -466508.950207
  nChanged 21
		SP:Iteration 27Q (163943.680000 sec): 3 clusters
  Score: Raw -470506.081372 + Penalty 3981.790213 = -466524.291159
  nChanged 17
		SP:Iteration 28Q (163943.860000 sec): 3 clusters
  Score: Raw -470515.117824 + Penalty 3981.790213 = -466533.327611
  nChanged 11
		SP:Iteration 29Q (163944.030000 sec): 3 clusters
  Score: Raw -470519.986494 + Penalty 3981.790213 = -466538.196282
  nChanged 7
		SP:Iteration 30Q (163944.210000 sec): 3 clusters
  Score: Raw -470523.577853 + Penalty 3981.790213 = -466541.787640
  nChanged 6
		SP:Iteration 31Q (163944.380000 sec): 3 clusters
  Score: Raw -470527.480034 + Penalty 3981.790213 = -466545.689821
  nChanged 2
		SP:Iteration 32Q (163944.560000 sec): 3 clusters
  Score: Raw -470529.547628 + Penalty 3981.790213 = -466547.757415
  nChanged 2
		SP:Iteration 33Q (163944.740000 sec): 3 clusters
  Score: Raw -470530.990627 + Penalty 3981.790213 = -466549.200414
  nChanged 1
		SP:Iteration 34Q (163944.920000 sec): 3 clusters
  Score: Raw -470531.413496 + Penalty 3981.790213 = -466549.623284
  nChanged 0
		SP:Iteration 35F (163945.070000 sec): 3 clusters
  Score: Raw -470531.413496 + Penalty 3981.790213 = -466549.623284
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 43 (23075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163945.300000 sec): 2 clusters
  Score: Raw -3614310.966370 + Penalty 2491.533255 = -3611819.433116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163945.640000 sec): 3 clusters
  Score: Raw -3600557.373999 + Penalty 4983.066509 = -3595574.307489
  nChanged 10389
		SP:Iteration 1F (163945.950000 sec): 3 clusters
  Score: Raw -3606129.093691 + Penalty 4983.066509 = -3601146.027181
  nChanged 1125
		SP:Iteration 2Q (163946.310000 sec): 3 clusters
  Score: Raw -3606528.115177 + Penalty 4983.066509 = -3601545.048667
  nChanged 1022
		SP:Iteration 3Q (163946.670000 sec): 3 clusters
  Score: Raw -3606883.996871 + Penalty 4983.066509 = -3601900.930362
  nChanged 921
		SP:Iteration 4Q (163947.030000 sec): 3 clusters
  Score: Raw -3607193.438376 + Penalty 4983.066509 = -3602210.371867
  nChanged 846
		SP:Iteration 5Q (163947.430000 sec): 3 clusters
  Score: Raw -3607504.550980 + Penalty 4983.066509 = -3602521.484471
  nChanged 837
		SP:Iteration 6Q (163947.730000 sec): 3 clusters
  Score: Raw -3607841.549986 + Penalty 4983.066509 = -3602858.483476
  nChanged 842
		SP:Iteration 7Q (163948.130000 sec): 3 clusters
  Score: Raw -3608193.083730 + Penalty 4983.066509 = -3603210.017220
  nChanged 839
		SP:Iteration 8Q (163948.450000 sec): 3 clusters
  Score: Raw -3608573.268615 + Penalty 4983.066509 = -3603590.202105
  nChanged 867
		SP:Iteration 9Q (163948.860000 sec): 3 clusters
  Score: Raw -3609006.416604 + Penalty 4983.066509 = -3604023.350094
  nChanged 929
		SP:Iteration 10Q (163949.260000 sec): 3 clusters
  Score: Raw -3609515.392410 + Penalty 4983.066509 = -3604532.325901
  nChanged 1070
		SP:Iteration 11Q (163949.610000 sec): 3 clusters
  Score: Raw -3610158.121824 + Penalty 4983.066509 = -3605175.055315
  nChanged 1159
		SP:Iteration 12F (163949.920000 sec): 3 clusters
  Score: Raw -3610921.167208 + Penalty 4983.066509 = -3605938.100698
  nChanged 1173
		SP:Iteration 13F (163950.280000 sec): 3 clusters
  Score: Raw -3611793.252760 + Penalty 4983.066509 = -3606810.186251
  nChanged 1128
		SP:Iteration 14Q (163950.620000 sec): 3 clusters
  Score: Raw -3612638.780447 + Penalty 4983.066509 = -3607655.713938
  nChanged 883
		SP:Iteration 15Q (163950.940000 sec): 3 clusters
  Score: Raw -3613326.505456 + Penalty 4983.066509 = -3608343.438946
  nChanged 608
		SP:Iteration 16Q (163951.300000 sec): 3 clusters
  Score: Raw -3613796.660080 + Penalty 4983.066509 = -3608813.593570
  nChanged 366
		SP:Iteration 17Q (163951.660000 sec): 3 clusters
  Score: Raw -3614090.061253 + Penalty 4983.066509 = -3609106.994744
  nChanged 253
		SP:Iteration 18Q (163951.940000 sec): 3 clusters
  Score: Raw -3614296.974312 + Penalty 4983.066509 = -3609313.907803
  nChanged 152
		SP:Iteration 19Q (163952.250000 sec): 3 clusters
  Score: Raw -3614411.466447 + Penalty 4983.066509 = -3609428.399937
  nChanged 75
		SP:Iteration 20F (163952.630000 sec): 3 clusters
  Score: Raw -3614472.276286 + Penalty 4983.066509 = -3609489.209776
  nChanged 46
		SP:Iteration 21Q (163952.950000 sec): 3 clusters
  Score: Raw -3614513.423540 + Penalty 4983.066509 = -3609530.357031
  nChanged 38
		SP:Iteration 22Q (163953.220000 sec): 3 clusters
  Score: Raw -3614543.535109 + Penalty 4983.066509 = -3609560.468599
  nChanged 28
		SP:Iteration 23Q (163953.580000 sec): 3 clusters
  Score: Raw -3614567.459077 + Penalty 4983.066509 = -3609584.392567
  nChanged 11
		SP:Iteration 24Q (163953.910000 sec): 3 clusters
  Score: Raw -3614579.861330 + Penalty 4983.066509 = -3609596.794821
  nChanged 10
		SP:Iteration 25Q (163954.230000 sec): 3 clusters
  Score: Raw -3614588.035221 + Penalty 4983.066509 = -3609604.968711
  nChanged 6
		SP:Iteration 26Q (163954.600000 sec): 3 clusters
  Score: Raw -3614591.987537 + Penalty 4983.066509 = -3609608.921027
  nChanged 3
		SP:Iteration 27Q (163954.890000 sec): 3 clusters
  Score: Raw -3614595.190527 + Penalty 4983.066509 = -3609612.124017
  nChanged 7
		SP:Iteration 28Q (163955.250000 sec): 3 clusters
  Score: Raw -3614603.480151 + Penalty 4983.066509 = -3609620.413641
  nChanged 8
		SP:Iteration 29Q (163955.620000 sec): 3 clusters
  Score: Raw -3614609.844685 + Penalty 4983.066509 = -3609626.778175
  nChanged 6
		SP:Iteration 30Q (163955.910000 sec): 3 clusters
  Score: Raw -3614614.079941 + Penalty 4983.066509 = -3609631.013432
  nChanged 5
		SP:Iteration 31Q (163956.280000 sec): 3 clusters
  Score: Raw -3614619.138356 + Penalty 4983.066509 = -3609636.071846
  nChanged 2
		SP:Iteration 32Q (163956.640000 sec): 3 clusters
  Score: Raw -3614620.029553 + Penalty 4983.066509 = -3609636.963043
  nChanged 0
		SP:Iteration 33F (163956.940000 sec): 3 clusters
  Score: Raw -3614620.029553 + Penalty 4983.066509 = -3609636.963043
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 44 (61961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163957.370000 sec): 2 clusters
  Score: Raw -9497238.373855 + Penalty 2736.496588 = -9494501.877267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163958.020000 sec): 3 clusters
  Score: Raw -9458356.072373 + Penalty 5472.993175 = -9452883.079198
  nChanged 28961
		SP:Iteration 1F (163958.660000 sec): 3 clusters
  Score: Raw -9474698.451216 + Penalty 5472.993175 = -9469225.458041
  nChanged 2798
		SP:Iteration 2Q (163959.340000 sec): 3 clusters
  Score: Raw -9475638.389766 + Penalty 5472.993175 = -9470165.396591
  nChanged 2807
		SP:Iteration 3Q (163960.010000 sec): 3 clusters
  Score: Raw -9476713.635742 + Penalty 5472.993175 = -9471240.642566
  nChanged 2931
		SP:Iteration 4Q (163960.640000 sec): 3 clusters
  Score: Raw -9477944.061840 + Penalty 5472.993175 = -9472471.068665
  nChanged 3095
		SP:Iteration 5Q (163961.370000 sec): 3 clusters
  Score: Raw -9479462.561854 + Penalty 5472.993175 = -9473989.568678
  nChanged 3272
		SP:Iteration 6F (163962.040000 sec): 3 clusters
  Score: Raw -9481228.397793 + Penalty 5472.993175 = -9475755.404618
  nChanged 3394
		SP:Iteration 7F (163962.740000 sec): 3 clusters
  Score: Raw -9483362.865181 + Penalty 5472.993175 = -9477889.872006
  nChanged 3461
		SP:Iteration 8F (163963.330000 sec): 3 clusters
  Score: Raw -9485756.589158 + Penalty 5472.993175 = -9480283.595982
  nChanged 3310
		SP:Iteration 9F (163964.050000 sec): 3 clusters
  Score: Raw -9488193.382910 + Penalty 5472.993175 = -9482720.389734
  nChanged 2815
		SP:Iteration 10Q (163964.780000 sec): 3 clusters
  Score: Raw -9490204.280925 + Penalty 5472.993175 = -9484731.287750
  nChanged 2302
		SP:Iteration 11Q (163965.390000 sec): 3 clusters
  Score: Raw -9491702.747212 + Penalty 5472.993175 = -9486229.754037
  nChanged 1823
		SP:Iteration 12Q (163966.010000 sec): 3 clusters
  Score: Raw -9492802.803893 + Penalty 5472.993175 = -9487329.810718
  nChanged 1446
		SP:Iteration 13Q (163966.720000 sec): 3 clusters
  Score: Raw -9493614.230637 + Penalty 5472.993175 = -9488141.237462
  nChanged 1262
		SP:Iteration 14Q (163967.360000 sec): 3 clusters
  Score: Raw -9494301.392847 + Penalty 5472.993175 = -9488828.399672
  nChanged 1093
		SP:Iteration 15Q (163967.940000 sec): 3 clusters
  Score: Raw -9494893.439645 + Penalty 5472.993175 = -9489420.446470
  nChanged 954
		SP:Iteration 16Q (163968.610000 sec): 3 clusters
  Score: Raw -9495402.158161 + Penalty 5472.993175 = -9489929.164986
  nChanged 832
		SP:Iteration 17Q (163969.210000 sec): 3 clusters
  Score: Raw -9495843.096270 + Penalty 5472.993175 = -9490370.103094
  nChanged 751
		SP:Iteration 18Q (163969.820000 sec): 3 clusters
  Score: Raw -9496261.248240 + Penalty 5472.993175 = -9490788.255065
  nChanged 665
		SP:Iteration 19Q (163970.330000 sec): 3 clusters
  Score: Raw -9496662.345354 + Penalty 5472.993175 = -9491189.352179
  nChanged 553
		SP:Iteration 20F (163971.060000 sec): 3 clusters
  Score: Raw -9496993.587340 + Penalty 5472.993175 = -9491520.594165
  nChanged 427
		SP:Iteration 21Q (163971.730000 sec): 3 clusters
  Score: Raw -9497241.345622 + Penalty 5472.993175 = -9491768.352447
  nChanged 319
		SP:Iteration 22Q (163972.320000 sec): 3 clusters
  Score: Raw -9497400.275212 + Penalty 5472.993175 = -9491927.282037
  nChanged 245
		SP:Iteration 23Q (163972.940000 sec): 3 clusters
  Score: Raw -9497534.230072 + Penalty 5472.993175 = -9492061.236896
  nChanged 197
		SP:Iteration 24Q (163973.470000 sec): 3 clusters
  Score: Raw -9497642.397714 + Penalty 5472.993175 = -9492169.404539
  nChanged 155
		SP:Iteration 25Q (163974.070000 sec): 3 clusters
  Score: Raw -9497738.776804 + Penalty 5472.993175 = -9492265.783629
  nChanged 147
		SP:Iteration 26Q (163974.720000 sec): 3 clusters
  Score: Raw -9497813.688955 + Penalty 5472.993175 = -9492340.695780
  nChanged 119
		SP:Iteration 27Q (163975.180000 sec): 3 clusters
  Score: Raw -9497871.556408 + Penalty 5472.993175 = -9492398.563232
  nChanged 97
		SP:Iteration 28Q (163975.810000 sec): 3 clusters
  Score: Raw -9497907.221616 + Penalty 5472.993175 = -9492434.228441
  nChanged 72
		SP:Iteration 29Q (163976.470000 sec): 3 clusters
  Score: Raw -9497935.114842 + Penalty 5472.993175 = -9492462.121666
  nChanged 56
		SP:Iteration 30Q (163977.030000 sec): 3 clusters
  Score: Raw -9497952.431867 + Penalty 5472.993175 = -9492479.438692
  nChanged 45
		SP:Iteration 31Q (163977.590000 sec): 3 clusters
  Score: Raw -9497967.364259 + Penalty 5472.993175 = -9492494.371084
  nChanged 38
		SP:Iteration 32Q (163978.210000 sec): 3 clusters
  Score: Raw -9497979.034251 + Penalty 5472.993175 = -9492506.041076
  nChanged 33
		SP:Iteration 33Q (163978.850000 sec): 3 clusters
  Score: Raw -9497987.257550 + Penalty 5472.993175 = -9492514.264375
  nChanged 19
		SP:Iteration 34Q (163979.510000 sec): 3 clusters
  Score: Raw -9497994.228912 + Penalty 5472.993175 = -9492521.235737
  nChanged 25
		SP:Iteration 35Q (163980.000000 sec): 3 clusters
  Score: Raw -9498003.011103 + Penalty 5472.993175 = -9492530.017928
  nChanged 23
		SP:Iteration 36Q (163980.670000 sec): 3 clusters
  Score: Raw -9498010.082821 + Penalty 5472.993175 = -9492537.089645
  nChanged 17
		SP:Iteration 37Q (163981.320000 sec): 3 clusters
  Score: Raw -9498016.163199 + Penalty 5472.993175 = -9492543.170024
  nChanged 13
		SP:Iteration 38Q (163981.810000 sec): 3 clusters
  Score: Raw -9498019.444237 + Penalty 5472.993175 = -9492546.451062
  nChanged 6
		SP:Iteration 39Q (163982.420000 sec): 3 clusters
  Score: Raw -9498020.835237 + Penalty 5472.993175 = -9492547.842062
  nChanged 3
		SP:Iteration 40F (163983.030000 sec): 3 clusters
  Score: Raw -9498021.401652 + Penalty 5472.993175 = -9492548.408477
  nChanged 3
		SP:Iteration 41Q (163983.550000 sec): 3 clusters
  Score: Raw -9498022.236474 + Penalty 5472.993175 = -9492549.243299
  nChanged 1
		SP:Iteration 42Q (163984.150000 sec): 3 clusters
  Score: Raw -9498022.469595 + Penalty 5472.993175 = -9492549.476420
  nChanged 1
		SP:Iteration 43Q (163984.810000 sec): 3 clusters
  Score: Raw -9498022.623760 + Penalty 5472.993175 = -9492549.630585
  nChanged 0
		SP:Iteration 44F (163985.350000 sec): 3 clusters
  Score: Raw -9498022.623760 + Penalty 5472.993175 = -9492549.630585
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 45 (6934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163985.470000 sec): 2 clusters
  Score: Raw -1084188.159684 + Penalty 2193.359647 = -1081994.800037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163985.690000 sec): 3 clusters
  Score: Raw -1080613.745883 + Penalty 4386.719295 = -1076227.026588
  nChanged 2784
		SP:Iteration 1F (163985.870000 sec): 3 clusters
  Score: Raw -1082202.396586 + Penalty 4386.719295 = -1077815.677292
  nChanged 563
		SP:Iteration 2F (163986.060000 sec): 3 clusters
  Score: Raw -1082628.613133 + Penalty 4386.719295 = -1078241.893839
  nChanged 487
		SP:Iteration 3F (163986.250000 sec): 3 clusters
  Score: Raw -1083069.293243 + Penalty 4386.719295 = -1078682.573948
  nChanged 471
		SP:Iteration 4F (163986.430000 sec): 3 clusters
  Score: Raw -1083552.606304 + Penalty 4386.719295 = -1079165.887009
  nChanged 514
		SP:Iteration 5F (163986.610000 sec): 3 clusters
  Score: Raw -1084105.816651 + Penalty 4386.719295 = -1079719.097357
  nChanged 467
		SP:Iteration 6F (163986.830000 sec): 3 clusters
  Score: Raw -1084570.345172 + Penalty 4386.719295 = -1080183.625878
  nChanged 368
		SP:Iteration 7F (163987.010000 sec): 3 clusters
  Score: Raw -1084905.247976 + Penalty 4386.719295 = -1080518.528682
  nChanged 290
		SP:Iteration 8Q (163987.230000 sec): 3 clusters
  Score: Raw -1085114.301887 + Penalty 4386.719295 = -1080727.582592
  nChanged 204
		SP:Iteration 9Q (163987.420000 sec): 3 clusters
  Score: Raw -1085249.474729 + Penalty 4386.719295 = -1080862.755434
  nChanged 149
		SP:Iteration 10Q (163987.600000 sec): 3 clusters
  Score: Raw -1085331.287050 + Penalty 4386.719295 = -1080944.567755
  nChanged 117
		SP:Iteration 11Q (163987.840000 sec): 3 clusters
  Score: Raw -1085390.880178 + Penalty 4386.719295 = -1081004.160883
  nChanged 100
		SP:Iteration 12Q (163988.020000 sec): 3 clusters
  Score: Raw -1085428.023101 + Penalty 4386.719295 = -1081041.303806
  nChanged 72
		SP:Iteration 13Q (163988.260000 sec): 3 clusters
  Score: Raw -1085456.528852 + Penalty 4386.719295 = -1081069.809557
  nChanged 59
		SP:Iteration 14Q (163988.420000 sec): 3 clusters
  Score: Raw -1085474.727151 + Penalty 4386.719295 = -1081088.007856
  nChanged 53
		SP:Iteration 15Q (163988.640000 sec): 3 clusters
  Score: Raw -1085490.295073 + Penalty 4386.719295 = -1081103.575778
  nChanged 45
		SP:Iteration 16Q (163988.820000 sec): 3 clusters
  Score: Raw -1085505.052216 + Penalty 4386.719295 = -1081118.332921
  nChanged 42
		SP:Iteration 17Q (163989.040000 sec): 3 clusters
  Score: Raw -1085514.975784 + Penalty 4386.719295 = -1081128.256489
  nChanged 21
		SP:Iteration 18Q (163989.170000 sec): 3 clusters
  Score: Raw -1085520.056835 + Penalty 4386.719295 = -1081133.337540
  nChanged 19
		SP:Iteration 19Q (163989.340000 sec): 3 clusters
  Score: Raw -1085524.685950 + Penalty 4386.719295 = -1081137.966656
  nChanged 23
		SP:Iteration 20F (163989.550000 sec): 3 clusters
  Score: Raw -1085530.614083 + Penalty 4386.719295 = -1081143.894788
  nChanged 22
		SP:Iteration 21Q (163989.700000 sec): 3 clusters
  Score: Raw -1085536.236904 + Penalty 4386.719295 = -1081149.517610
  nChanged 22
		SP:Iteration 22Q (163989.910000 sec): 3 clusters
  Score: Raw -1085542.101689 + Penalty 4386.719295 = -1081155.382394
  nChanged 22
		SP:Iteration 23Q (163990.100000 sec): 3 clusters
  Score: Raw -1085546.812098 + Penalty 4386.719295 = -1081160.092803
  nChanged 25
		SP:Iteration 24Q (163990.310000 sec): 3 clusters
  Score: Raw -1085552.725876 + Penalty 4386.719295 = -1081166.006581
  nChanged 21
		SP:Iteration 25Q (163990.450000 sec): 3 clusters
  Score: Raw -1085558.174058 + Penalty 4386.719295 = -1081171.454763
  nChanged 23
		SP:Iteration 26Q (163990.640000 sec): 3 clusters
  Score: Raw -1085563.989205 + Penalty 4386.719295 = -1081177.269911
  nChanged 23
		SP:Iteration 27Q (163990.860000 sec): 3 clusters
  Score: Raw -1085569.757106 + Penalty 4386.719295 = -1081183.037811
  nChanged 18
		SP:Iteration 28Q (163991.030000 sec): 3 clusters
  Score: Raw -1085573.616359 + Penalty 4386.719295 = -1081186.897065
  nChanged 13
		SP:Iteration 29Q (163991.200000 sec): 3 clusters
  Score: Raw -1085576.859120 + Penalty 4386.719295 = -1081190.139826
  nChanged 14
		SP:Iteration 30Q (163991.410000 sec): 3 clusters
  Score: Raw -1085579.460764 + Penalty 4386.719295 = -1081192.741469
  nChanged 11
		SP:Iteration 31Q (163991.580000 sec): 3 clusters
  Score: Raw -1085581.837929 + Penalty 4386.719295 = -1081195.118635
  nChanged 13
		SP:Iteration 32Q (163991.760000 sec): 3 clusters
  Score: Raw -1085585.409898 + Penalty 4386.719295 = -1081198.690603
  nChanged 17
		SP:Iteration 33Q (163991.990000 sec): 3 clusters
  Score: Raw -1085588.478517 + Penalty 4386.719295 = -1081201.759223
  nChanged 17
		SP:Iteration 34Q (163992.200000 sec): 3 clusters
  Score: Raw -1085591.842882 + Penalty 4386.719295 = -1081205.123588
  nChanged 15
		SP:Iteration 35Q (163992.360000 sec): 3 clusters
  Score: Raw -1085595.923660 + Penalty 4386.719295 = -1081209.204366
  nChanged 29
		SP:Iteration 36Q (163992.560000 sec): 3 clusters
  Score: Raw -1085603.255472 + Penalty 4386.719295 = -1081216.536178
  nChanged 28
		SP:Iteration 37Q (163992.770000 sec): 3 clusters
  Score: Raw -1085609.446800 + Penalty 4386.719295 = -1081222.727505
  nChanged 20
		SP:Iteration 38Q (163992.920000 sec): 3 clusters
  Score: Raw -1085613.613586 + Penalty 4386.719295 = -1081226.894291
  nChanged 22
		SP:Iteration 39Q (163993.140000 sec): 3 clusters
  Score: Raw -1085617.957520 + Penalty 4386.719295 = -1081231.238225
  nChanged 17
		SP:Iteration 40F (163993.330000 sec): 3 clusters
  Score: Raw -1085621.101497 + Penalty 4386.719295 = -1081234.382202
  nChanged 13
		SP:Iteration 41Q (163993.510000 sec): 3 clusters
  Score: Raw -1085623.854612 + Penalty 4386.719295 = -1081237.135317
  nChanged 14
		SP:Iteration 42Q (163993.710000 sec): 3 clusters
  Score: Raw -1085626.493807 + Penalty 4386.719295 = -1081239.774512
  nChanged 10
		SP:Iteration 43Q (163993.890000 sec): 3 clusters
  Score: Raw -1085629.371138 + Penalty 4386.719295 = -1081242.651843
  nChanged 13
		SP:Iteration 44Q (163994.050000 sec): 3 clusters
  Score: Raw -1085632.985760 + Penalty 4386.719295 = -1081246.266465
  nChanged 9
		SP:Iteration 45Q (163994.240000 sec): 3 clusters
  Score: Raw -1085635.464710 + Penalty 4386.719295 = -1081248.745416
  nChanged 8
		SP:Iteration 46Q (163994.460000 sec): 3 clusters
  Score: Raw -1085637.934657 + Penalty 4386.719295 = -1081251.215362
  nChanged 5
		SP:Iteration 47Q (163994.640000 sec): 3 clusters
  Score: Raw -1085638.856421 + Penalty 4386.719295 = -1081252.137127
  nChanged 5
		SP:Iteration 48Q (163994.800000 sec): 3 clusters
  Score: Raw -1085639.581804 + Penalty 4386.719295 = -1081252.862510
  nChanged 3
		SP:Iteration 49Q (163995.000000 sec): 3 clusters
  Score: Raw -1085640.331790 + Penalty 4386.719295 = -1081253.612496
  nChanged 8
		SP:Iteration 50Q (163995.140000 sec): 3 clusters
  Score: Raw -1085642.643886 + Penalty 4386.719295 = -1081255.924591
  nChanged 15
		SP:Iteration 51Q (163995.330000 sec): 3 clusters
  Score: Raw -1085646.322762 + Penalty 4386.719295 = -1081259.603467
  nChanged 13
		SP:Iteration 52Q (163995.510000 sec): 3 clusters
  Score: Raw -1085648.854141 + Penalty 4386.719295 = -1081262.134846
  nChanged 12
		SP:Iteration 53Q (163995.690000 sec): 3 clusters
  Score: Raw -1085651.129158 + Penalty 4386.719295 = -1081264.409863
  nChanged 13
		SP:Iteration 54Q (163995.850000 sec): 3 clusters
  Score: Raw -1085653.977663 + Penalty 4386.719295 = -1081267.258368
  nChanged 13
		SP:Iteration 55Q (163996.050000 sec): 3 clusters
  Score: Raw -1085656.872429 + Penalty 4386.719295 = -1081270.153134
  nChanged 10
		SP:Iteration 56Q (163996.220000 sec): 3 clusters
  Score: Raw -1085658.787007 + Penalty 4386.719295 = -1081272.067712
  nChanged 9
		SP:Iteration 57Q (163996.390000 sec): 3 clusters
  Score: Raw -1085660.338698 + Penalty 4386.719295 = -1081273.619404
  nChanged 10
		SP:Iteration 58Q (163996.570000 sec): 3 clusters
  Score: Raw -1085662.522004 + Penalty 4386.719295 = -1081275.802709
  nChanged 8
		SP:Iteration 59Q (163996.770000 sec): 3 clusters
  Score: Raw -1085663.723344 + Penalty 4386.719295 = -1081277.004049
  nChanged 7
		SP:Iteration 60F (163997.040000 sec): 3 clusters
  Score: Raw -1085664.958715 + Penalty 4386.719295 = -1081278.239420
  nChanged 7
		SP:Iteration 61Q (163997.180000 sec): 3 clusters
  Score: Raw -1085666.083015 + Penalty 4386.719295 = -1081279.363720
  nChanged 5
		SP:Iteration 62Q (163997.390000 sec): 3 clusters
  Score: Raw -1085666.683894 + Penalty 4386.719295 = -1081279.964599
  nChanged 9
		SP:Iteration 63Q (163997.580000 sec): 3 clusters
  Score: Raw -1085668.373205 + Penalty 4386.719295 = -1081281.653910
  nChanged 7
		SP:Iteration 64Q (163997.750000 sec): 3 clusters
  Score: Raw -1085669.359256 + Penalty 4386.719295 = -1081282.639961
  nChanged 3
		SP:Iteration 65Q (163997.940000 sec): 3 clusters
  Score: Raw -1085669.744801 + Penalty 4386.719295 = -1081283.025507
  nChanged 4
		SP:Iteration 66Q (163998.100000 sec): 3 clusters
  Score: Raw -1085670.413386 + Penalty 4386.719295 = -1081283.694091
  nChanged 3
		SP:Iteration 67Q (163998.330000 sec): 3 clusters
  Score: Raw -1085670.984810 + Penalty 4386.719295 = -1081284.265515
  nChanged 2
		SP:Iteration 68Q (163998.540000 sec): 3 clusters
  Score: Raw -1085671.256516 + Penalty 4386.719295 = -1081284.537221
  nChanged 4
		SP:Iteration 69Q (163998.750000 sec): 3 clusters
  Score: Raw -1085671.698683 + Penalty 4386.719295 = -1081284.979389
  nChanged 5
		SP:Iteration 70Q (163998.960000 sec): 3 clusters
  Score: Raw -1085672.714525 + Penalty 4386.719295 = -1081285.995230
  nChanged 6
		SP:Iteration 71Q (163999.130000 sec): 3 clusters
  Score: Raw -1085673.898882 + Penalty 4386.719295 = -1081287.179587
  nChanged 2
		SP:Iteration 72Q (163999.360000 sec): 3 clusters
  Score: Raw -1085674.196539 + Penalty 4386.719295 = -1081287.477244
  nChanged 3
		SP:Iteration 73Q (163999.510000 sec): 3 clusters
  Score: Raw -1085674.989401 + Penalty 4386.719295 = -1081288.270106
  nChanged 8
		SP:Iteration 74Q (163999.700000 sec): 3 clusters
  Score: Raw -1085676.431144 + Penalty 4386.719295 = -1081289.711849
  nChanged 8
		SP:Iteration 75Q (163999.900000 sec): 3 clusters
  Score: Raw -1085677.703044 + Penalty 4386.719295 = -1081290.983750
  nChanged 5
		SP:Iteration 76Q (164000.050000 sec): 3 clusters
  Score: Raw -1085678.816299 + Penalty 4386.719295 = -1081292.097004
  nChanged 6
		SP:Iteration 77Q (164000.210000 sec): 3 clusters
  Score: Raw -1085680.078443 + Penalty 4386.719295 = -1081293.359148
  nChanged 8
		SP:Iteration 78Q (164000.390000 sec): 3 clusters
  Score: Raw -1085681.480883 + Penalty 4386.719295 = -1081294.761588
  nChanged 8
		SP:Iteration 79Q (164000.550000 sec): 3 clusters
  Score: Raw -1085683.499239 + Penalty 4386.719295 = -1081296.779944
  nChanged 6
		SP:Iteration 80F (164000.760000 sec): 3 clusters
  Score: Raw -1085684.709549 + Penalty 4386.719295 = -1081297.990254
  nChanged 4
		SP:Iteration 81Q (164000.940000 sec): 3 clusters
  Score: Raw -1085686.041581 + Penalty 4386.719295 = -1081299.322286
  nChanged 4
		SP:Iteration 82Q (164001.110000 sec): 3 clusters
  Score: Raw -1085687.262029 + Penalty 4386.719295 = -1081300.542734
  nChanged 4
		SP:Iteration 83Q (164001.310000 sec): 3 clusters
  Score: Raw -1085687.636043 + Penalty 4386.719295 = -1081300.916748
  nChanged 4
		SP:Iteration 84Q (164001.490000 sec): 3 clusters
  Score: Raw -1085688.241787 + Penalty 4386.719295 = -1081301.522492
  nChanged 6
		SP:Iteration 85Q (164001.660000 sec): 3 clusters
  Score: Raw -1085689.206843 + Penalty 4386.719295 = -1081302.487549
  nChanged 5
		SP:Iteration 86Q (164001.860000 sec): 3 clusters
  Score: Raw -1085690.259321 + Penalty 4386.719295 = -1081303.540026
  nChanged 2
		SP:Iteration 87Q (164002.030000 sec): 3 clusters
  Score: Raw -1085690.435501 + Penalty 4386.719295 = -1081303.716207
  nChanged 0
		SP:Iteration 88F (164002.240000 sec): 3 clusters
  Score: Raw -1085690.435501 + Penalty 4386.719295 = -1081303.716207
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 46 (3166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164002.280000 sec): 2 clusters
  Score: Raw -478646.175241 + Penalty 1998.935612 = -476647.239630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164002.460000 sec): 3 clusters
  Score: Raw -477314.602312 + Penalty 3997.871223 = -473316.731089
  nChanged 1066
		SP:Iteration 1F (164002.630000 sec): 3 clusters
  Score: Raw -477974.929713 + Penalty 3997.871223 = -473977.058490
  nChanged 274
		SP:Iteration 2F (164002.810000 sec): 3 clusters
  Score: Raw -478172.764430 + Penalty 3997.871223 = -474174.893207
  nChanged 164
		SP:Iteration 3F (164003.000000 sec): 3 clusters
  Score: Raw -478291.405759 + Penalty 3997.871223 = -474293.534535
  nChanged 119
		SP:Iteration 4Q (164003.120000 sec): 3 clusters
  Score: Raw -478360.963903 + Penalty 3997.871223 = -474363.092680
  nChanged 65
		SP:Iteration 5Q (164003.300000 sec): 3 clusters
  Score: Raw -478397.530681 + Penalty 3997.871223 = -474399.659458
  nChanged 62
		SP:Iteration 6Q (164003.480000 sec): 3 clusters
  Score: Raw -478428.560376 + Penalty 3997.871223 = -474430.689153
  nChanged 45
		SP:Iteration 7Q (164003.650000 sec): 3 clusters
  Score: Raw -478448.740192 + Penalty 3997.871223 = -474450.868968
  nChanged 33
		SP:Iteration 8Q (164003.830000 sec): 3 clusters
  Score: Raw -478464.909427 + Penalty 3997.871223 = -474467.038203
  nChanged 29
		SP:Iteration 9Q (164004.000000 sec): 3 clusters
  Score: Raw -478480.652368 + Penalty 3997.871223 = -474482.781144
  nChanged 32
		SP:Iteration 10Q (164004.180000 sec): 3 clusters
  Score: Raw -478497.852310 + Penalty 3997.871223 = -474499.981087
  nChanged 32
		SP:Iteration 11Q (164004.350000 sec): 3 clusters
  Score: Raw -478514.581022 + Penalty 3997.871223 = -474516.709799
  nChanged 36
		SP:Iteration 12Q (164004.530000 sec): 3 clusters
  Score: Raw -478535.133329 + Penalty 3997.871223 = -474537.262106
  nChanged 36
		SP:Iteration 13Q (164004.710000 sec): 3 clusters
  Score: Raw -478550.988094 + Penalty 3997.871223 = -474553.116871
  nChanged 29
		SP:Iteration 14Q (164004.880000 sec): 3 clusters
  Score: Raw -478563.503932 + Penalty 3997.871223 = -474565.632709
  nChanged 28
		SP:Iteration 15Q (164005.060000 sec): 3 clusters
  Score: Raw -478576.859225 + Penalty 3997.871223 = -474578.988001
  nChanged 29
		SP:Iteration 16Q (164005.230000 sec): 3 clusters
  Score: Raw -478587.556097 + Penalty 3997.871223 = -474589.684874
  nChanged 19
		SP:Iteration 17Q (164005.410000 sec): 3 clusters
  Score: Raw -478599.110034 + Penalty 3997.871223 = -474601.238811
  nChanged 23
		SP:Iteration 18Q (164005.590000 sec): 3 clusters
  Score: Raw -478613.034503 + Penalty 3997.871223 = -474615.163280
  nChanged 21
		SP:Iteration 19Q (164005.760000 sec): 3 clusters
  Score: Raw -478624.310653 + Penalty 3997.871223 = -474626.439430
  nChanged 21
		SP:Iteration 20F (164005.940000 sec): 3 clusters
  Score: Raw -478638.238253 + Penalty 3997.871223 = -474640.367029
  nChanged 23
		SP:Iteration 21Q (164006.110000 sec): 3 clusters
  Score: Raw -478650.727397 + Penalty 3997.871223 = -474652.856174
  nChanged 19
		SP:Iteration 22Q (164006.290000 sec): 3 clusters
  Score: Raw -478661.439156 + Penalty 3997.871223 = -474663.567933
  nChanged 19
		SP:Iteration 23Q (164006.470000 sec): 3 clusters
  Score: Raw -478671.374323 + Penalty 3997.871223 = -474673.503100
  nChanged 20
		SP:Iteration 24Q (164006.640000 sec): 3 clusters
  Score: Raw -478683.469759 + Penalty 3997.871223 = -474685.598535
  nChanged 30
		SP:Iteration 25Q (164006.820000 sec): 3 clusters
  Score: Raw -478698.130176 + Penalty 3997.871223 = -474700.258953
  nChanged 28
		SP:Iteration 26Q (164006.990000 sec): 3 clusters
  Score: Raw -478713.197955 + Penalty 3997.871223 = -474715.326732
  nChanged 28
		SP:Iteration 27Q (164007.170000 sec): 3 clusters
  Score: Raw -478726.644151 + Penalty 3997.871223 = -474728.772928
  nChanged 23
		SP:Iteration 28Q (164007.350000 sec): 3 clusters
  Score: Raw -478742.578216 + Penalty 3997.871223 = -474744.706992
  nChanged 24
		SP:Iteration 29Q (164007.520000 sec): 3 clusters
  Score: Raw -478756.381841 + Penalty 3997.871223 = -474758.510618
  nChanged 30
		SP:Iteration 30Q (164007.700000 sec): 3 clusters
  Score: Raw -478772.393495 + Penalty 3997.871223 = -474774.522271
  nChanged 25
		SP:Iteration 31Q (164007.870000 sec): 3 clusters
  Score: Raw -478784.821276 + Penalty 3997.871223 = -474786.950052
  nChanged 14
		SP:Iteration 32Q (164008.050000 sec): 3 clusters
  Score: Raw -478791.501160 + Penalty 3997.871223 = -474793.629937
  nChanged 8
		SP:Iteration 33Q (164008.230000 sec): 3 clusters
  Score: Raw -478794.446753 + Penalty 3997.871223 = -474796.575530
  nChanged 12
		SP:Iteration 34Q (164008.400000 sec): 3 clusters
  Score: Raw -478799.354555 + Penalty 3997.871223 = -474801.483332
  nChanged 11
		SP:Iteration 35Q (164008.570000 sec): 3 clusters
  Score: Raw -478806.161912 + Penalty 3997.871223 = -474808.290689
  nChanged 15
		SP:Iteration 36Q (164008.770000 sec): 3 clusters
  Score: Raw -478812.797416 + Penalty 3997.871223 = -474814.926193
  nChanged 11
		SP:Iteration 37Q (164008.940000 sec): 3 clusters
  Score: Raw -478818.582047 + Penalty 3997.871223 = -474820.710823
  nChanged 8
		SP:Iteration 38Q (164009.100000 sec): 3 clusters
  Score: Raw -478821.537942 + Penalty 3997.871223 = -474823.666719
  nChanged 8
		SP:Iteration 39Q (164009.310000 sec): 3 clusters
  Score: Raw -478824.022321 + Penalty 3997.871223 = -474826.151097
  nChanged 6
		SP:Iteration 40F (164009.490000 sec): 3 clusters
  Score: Raw -478828.154492 + Penalty 3997.871223 = -474830.283268
  nChanged 8
		SP:Iteration 41Q (164009.620000 sec): 3 clusters
  Score: Raw -478832.245158 + Penalty 3997.871223 = -474834.373935
  nChanged 6
		SP:Iteration 42Q (164009.770000 sec): 3 clusters
  Score: Raw -478836.447742 + Penalty 3997.871223 = -474838.576518
  nChanged 8
		SP:Iteration 43Q (164009.920000 sec): 3 clusters
  Score: Raw -478841.522960 + Penalty 3997.871223 = -474843.651737
  nChanged 5
		SP:Iteration 44Q (164010.080000 sec): 3 clusters
  Score: Raw -478844.199749 + Penalty 3997.871223 = -474846.328526
  nChanged 6
		SP:Iteration 45Q (164010.240000 sec): 3 clusters
  Score: Raw -478848.355090 + Penalty 3997.871223 = -474850.483866
  nChanged 7
		SP:Iteration 46Q (164010.400000 sec): 3 clusters
  Score: Raw -478850.637936 + Penalty 3997.871223 = -474852.766713
  nChanged 5
		SP:Iteration 47Q (164010.560000 sec): 3 clusters
  Score: Raw -478852.105636 + Penalty 3997.871223 = -474854.234413
  nChanged 3
		SP:Iteration 48Q (164010.720000 sec): 3 clusters
  Score: Raw -478852.987650 + Penalty 3997.871223 = -474855.116427
  nChanged 3
		SP:Iteration 49Q (164010.880000 sec): 3 clusters
  Score: Raw -478854.184534 + Penalty 3997.871223 = -474856.313311
  nChanged 1
		SP:Iteration 50Q (164011.050000 sec): 3 clusters
  Score: Raw -478854.399675 + Penalty 3997.871223 = -474856.528452
  nChanged 1
		SP:Iteration 51Q (164011.220000 sec): 3 clusters
  Score: Raw -478855.058005 + Penalty 3997.871223 = -474857.186782
  nChanged 0
		SP:Iteration 52F (164011.390000 sec): 3 clusters
  Score: Raw -478855.058005 + Penalty 3997.871223 = -474857.186782
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 47 (3624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164011.490000 sec): 2 clusters
  Score: Raw -574697.349329 + Penalty 2032.442749 = -572664.906580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164011.670000 sec): 3 clusters
  Score: Raw -573031.518387 + Penalty 4064.885499 = -568966.632888
  nChanged 1282
		SP:Iteration 1F (164011.840000 sec): 3 clusters
  Score: Raw -573794.964805 + Penalty 4064.885499 = -569730.079307
  nChanged 271
		SP:Iteration 2F (164012.020000 sec): 3 clusters
  Score: Raw -573966.606981 + Penalty 4064.885499 = -569901.721482
  nChanged 167
		SP:Iteration 3Q (164012.200000 sec): 3 clusters
  Score: Raw -574064.986422 + Penalty 4064.885499 = -570000.100923
  nChanged 119
		SP:Iteration 4Q (164012.370000 sec): 3 clusters
  Score: Raw -574122.945883 + Penalty 4064.885499 = -570058.060385
  nChanged 77
		SP:Iteration 5Q (164012.540000 sec): 3 clusters
  Score: Raw -574162.454553 + Penalty 4064.885499 = -570097.569054
  nChanged 72
		SP:Iteration 6Q (164012.720000 sec): 3 clusters
  Score: Raw -574196.882262 + Penalty 4064.885499 = -570131.996764
  nChanged 49
		SP:Iteration 7Q (164012.900000 sec): 3 clusters
  Score: Raw -574219.086565 + Penalty 4064.885499 = -570154.201066
  nChanged 57
		SP:Iteration 8Q (164013.100000 sec): 3 clusters
  Score: Raw -574244.570655 + Penalty 4064.885499 = -570179.685156
  nChanged 49
		SP:Iteration 9Q (164013.260000 sec): 3 clusters
  Score: Raw -574266.400506 + Penalty 4064.885499 = -570201.515007
  nChanged 42
		SP:Iteration 10Q (164013.450000 sec): 3 clusters
  Score: Raw -574285.821973 + Penalty 4064.885499 = -570220.936474
  nChanged 40
		SP:Iteration 11Q (164013.620000 sec): 3 clusters
  Score: Raw -574308.288991 + Penalty 4064.885499 = -570243.403492
  nChanged 53
		SP:Iteration 12Q (164013.790000 sec): 3 clusters
  Score: Raw -574336.030609 + Penalty 4064.885499 = -570271.145110
  nChanged 63
		SP:Iteration 13Q (164013.960000 sec): 3 clusters
  Score: Raw -574364.392261 + Penalty 4064.885499 = -570299.506762
  nChanged 66
		SP:Iteration 14Q (164014.120000 sec): 3 clusters
  Score: Raw -574393.471585 + Penalty 4064.885499 = -570328.586086
  nChanged 54
		SP:Iteration 15Q (164014.300000 sec): 3 clusters
  Score: Raw -574420.579550 + Penalty 4064.885499 = -570355.694052
  nChanged 58
		SP:Iteration 16Q (164014.480000 sec): 3 clusters
  Score: Raw -574448.402908 + Penalty 4064.885499 = -570383.517409
  nChanged 42
		SP:Iteration 17Q (164014.650000 sec): 3 clusters
  Score: Raw -574469.878456 + Penalty 4064.885499 = -570404.992957
  nChanged 49
		SP:Iteration 18Q (164014.820000 sec): 3 clusters
  Score: Raw -574497.410908 + Penalty 4064.885499 = -570432.525410
  nChanged 53
		SP:Iteration 19Q (164015.000000 sec): 3 clusters
  Score: Raw -574523.657806 + Penalty 4064.885499 = -570458.772307
  nChanged 46
		SP:Iteration 20F (164015.180000 sec): 3 clusters
  Score: Raw -574544.864389 + Penalty 4064.885499 = -570479.978890
  nChanged 41
		SP:Iteration 21Q (164015.350000 sec): 3 clusters
  Score: Raw -574564.880350 + Penalty 4064.885499 = -570499.994851
  nChanged 34
		SP:Iteration 22Q (164015.530000 sec): 3 clusters
  Score: Raw -574578.863256 + Penalty 4064.885499 = -570513.977757
  nChanged 33
		SP:Iteration 23Q (164015.700000 sec): 3 clusters
  Score: Raw -574592.065281 + Penalty 4064.885499 = -570527.179783
  nChanged 31
		SP:Iteration 24Q (164015.880000 sec): 3 clusters
  Score: Raw -574607.015090 + Penalty 4064.885499 = -570542.129591
  nChanged 25
		SP:Iteration 25Q (164016.050000 sec): 3 clusters
  Score: Raw -574622.837217 + Penalty 4064.885499 = -570557.951718
  nChanged 35
		SP:Iteration 26Q (164016.230000 sec): 3 clusters
  Score: Raw -574643.603106 + Penalty 4064.885499 = -570578.717607
  nChanged 32
		SP:Iteration 27Q (164016.400000 sec): 3 clusters
  Score: Raw -574658.967197 + Penalty 4064.885499 = -570594.081698
  nChanged 33
		SP:Iteration 28Q (164016.580000 sec): 3 clusters
  Score: Raw -574678.050760 + Penalty 4064.885499 = -570613.165261
  nChanged 35
		SP:Iteration 29Q (164016.760000 sec): 3 clusters
  Score: Raw -574698.907374 + Penalty 4064.885499 = -570634.021875
  nChanged 42
		SP:Iteration 30Q (164016.930000 sec): 3 clusters
  Score: Raw -574722.802243 + Penalty 4064.885499 = -570657.916744
  nChanged 35
		SP:Iteration 31Q (164017.100000 sec): 3 clusters
  Score: Raw -574745.670584 + Penalty 4064.885499 = -570680.785086
  nChanged 32
		SP:Iteration 32Q (164017.280000 sec): 3 clusters
  Score: Raw -574764.537717 + Penalty 4064.885499 = -570699.652218
  nChanged 35
		SP:Iteration 33Q (164017.440000 sec): 3 clusters
  Score: Raw -574784.027560 + Penalty 4064.885499 = -570719.142061
  nChanged 36
		SP:Iteration 34Q (164017.640000 sec): 3 clusters
  Score: Raw -574804.792931 + Penalty 4064.885499 = -570739.907432
  nChanged 31
		SP:Iteration 35Q (164017.780000 sec): 3 clusters
  Score: Raw -574824.850306 + Penalty 4064.885499 = -570759.964807
  nChanged 33
		SP:Iteration 36Q (164017.950000 sec): 3 clusters
  Score: Raw -574845.482214 + Penalty 4064.885499 = -570780.596716
  nChanged 42
		SP:Iteration 37Q (164018.160000 sec): 3 clusters
  Score: Raw -574869.468168 + Penalty 4064.885499 = -570804.582669
  nChanged 27
		SP:Iteration 38Q (164018.330000 sec): 3 clusters
  Score: Raw -574886.007732 + Penalty 4064.885499 = -570821.122233
  nChanged 19
		SP:Iteration 39Q (164018.480000 sec): 3 clusters
  Score: Raw -574899.157609 + Penalty 4064.885499 = -570834.272110
  nChanged 23
		SP:Iteration 40F (164018.620000 sec): 3 clusters
  Score: Raw -574915.282549 + Penalty 4064.885499 = -570850.397050
  nChanged 21
		SP:Iteration 41Q (164018.780000 sec): 3 clusters
  Score: Raw -574932.467059 + Penalty 4064.885499 = -570867.581560
  nChanged 17
		SP:Iteration 42Q (164018.960000 sec): 3 clusters
  Score: Raw -574947.270543 + Penalty 4064.885499 = -570882.385044
  nChanged 20
		SP:Iteration 43Q (164019.150000 sec): 3 clusters
  Score: Raw -574959.357561 + Penalty 4064.885499 = -570894.472062
  nChanged 21
		SP:Iteration 44Q (164019.340000 sec): 3 clusters
  Score: Raw -574971.109627 + Penalty 4064.885499 = -570906.224128
  nChanged 13
		SP:Iteration 45Q (164019.530000 sec): 3 clusters
  Score: Raw -574978.574111 + Penalty 4064.885499 = -570913.688612
  nChanged 12
		SP:Iteration 46Q (164019.700000 sec): 3 clusters
  Score: Raw -574985.939716 + Penalty 4064.885499 = -570921.054217
  nChanged 11
		SP:Iteration 47Q (164019.870000 sec): 3 clusters
  Score: Raw -574991.960641 + Penalty 4064.885499 = -570927.075142
  nChanged 8
		SP:Iteration 48Q (164020.040000 sec): 3 clusters
  Score: Raw -574996.188121 + Penalty 4064.885499 = -570931.302622
  nChanged 3
		SP:Iteration 49Q (164020.220000 sec): 3 clusters
  Score: Raw -574997.680660 + Penalty 4064.885499 = -570932.795161
  nChanged 3
		SP:Iteration 50Q (164020.390000 sec): 3 clusters
  Score: Raw -574999.741526 + Penalty 4064.885499 = -570934.856027
  nChanged 6
		SP:Iteration 51Q (164020.570000 sec): 3 clusters
  Score: Raw -575005.725410 + Penalty 4064.885499 = -570940.839911
  nChanged 8
		SP:Iteration 52Q (164020.750000 sec): 3 clusters
  Score: Raw -575010.106639 + Penalty 4064.885499 = -570945.221140
  nChanged 9
		SP:Iteration 53Q (164020.920000 sec): 3 clusters
  Score: Raw -575016.076412 + Penalty 4064.885499 = -570951.190913
  nChanged 6
		SP:Iteration 54Q (164021.090000 sec): 3 clusters
  Score: Raw -575020.627842 + Penalty 4064.885499 = -570955.742343
  nChanged 7
		SP:Iteration 55Q (164021.290000 sec): 3 clusters
  Score: Raw -575024.520620 + Penalty 4064.885499 = -570959.635122
  nChanged 2
		SP:Iteration 56Q (164021.490000 sec): 3 clusters
  Score: Raw -575025.261805 + Penalty 4064.885499 = -570960.376306
  nChanged 1
		SP:Iteration 57Q (164021.660000 sec): 3 clusters
  Score: Raw -575026.048479 + Penalty 4064.885499 = -570961.162980
  nChanged 1
		SP:Iteration 58Q (164021.830000 sec): 3 clusters
  Score: Raw -575026.272807 + Penalty 4064.885499 = -570961.387308
  nChanged 1
		SP:Iteration 59Q (164022.010000 sec): 3 clusters
  Score: Raw -575026.411783 + Penalty 4064.885499 = -570961.526284
  nChanged 1
		SP:Iteration 60F (164022.230000 sec): 3 clusters
  Score: Raw -575026.592647 + Penalty 4064.885499 = -570961.707149
  nChanged 2
		SP:Iteration 61Q (164022.400000 sec): 3 clusters
  Score: Raw -575027.077699 + Penalty 4064.885499 = -570962.192200
  nChanged 2
		SP:Iteration 62Q (164022.570000 sec): 3 clusters
  Score: Raw -575028.123705 + Penalty 4064.885499 = -570963.238206
  nChanged 1
		SP:Iteration 63Q (164022.750000 sec): 3 clusters
  Score: Raw -575028.948419 + Penalty 4064.885499 = -570964.062920
  nChanged 2
		SP:Iteration 64Q (164022.920000 sec): 3 clusters
  Score: Raw -575030.002705 + Penalty 4064.885499 = -570965.117206
  nChanged 5
		SP:Iteration 65Q (164023.100000 sec): 3 clusters
  Score: Raw -575033.999666 + Penalty 4064.885499 = -570969.114167
  nChanged 4
		SP:Iteration 66Q (164023.270000 sec): 3 clusters
  Score: Raw -575035.831329 + Penalty 4064.885499 = -570970.945830
  nChanged 3
		SP:Iteration 67Q (164023.450000 sec): 3 clusters
  Score: Raw -575037.546092 + Penalty 4064.885499 = -570972.660594
  nChanged 1
		SP:Iteration 68Q (164023.620000 sec): 3 clusters
  Score: Raw -575038.329781 + Penalty 4064.885499 = -570973.444283
  nChanged 1
		SP:Iteration 69Q (164023.800000 sec): 3 clusters
  Score: Raw -575038.627599 + Penalty 4064.885499 = -570973.742100
  nChanged 0
		SP:Iteration 70F (164023.970000 sec): 3 clusters
  Score: Raw -575038.627599 + Penalty 4064.885499 = -570973.742100
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 48 (5024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164024.090000 sec): 2 clusters
  Score: Raw -752261.618758 + Penalty 2113.451464 = -750148.167295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164024.310000 sec): 3 clusters
  Score: Raw -749937.221253 + Penalty 4226.902927 = -745710.318326
  nChanged 1879
		SP:Iteration 1F (164024.510000 sec): 3 clusters
  Score: Raw -750972.294049 + Penalty 4226.902927 = -746745.391122
  nChanged 377
		SP:Iteration 2F (164024.710000 sec): 3 clusters
  Score: Raw -751217.153957 + Penalty 4226.902927 = -746990.251030
  nChanged 284
		SP:Iteration 3F (164024.940000 sec): 3 clusters
  Score: Raw -751422.755065 + Penalty 4226.902927 = -747195.852138
  nChanged 257
		SP:Iteration 4F (164025.110000 sec): 3 clusters
  Score: Raw -751624.557765 + Penalty 4226.902927 = -747397.654838
  nChanged 238
		SP:Iteration 5Q (164025.290000 sec): 3 clusters
  Score: Raw -751822.234588 + Penalty 4226.902927 = -747595.331661
  nChanged 225
		SP:Iteration 6Q (164025.430000 sec): 3 clusters
  Score: Raw -752033.372254 + Penalty 4226.902927 = -747806.469327
  nChanged 239
		SP:Iteration 7Q (164025.620000 sec): 3 clusters
  Score: Raw -752241.889916 + Penalty 4226.902927 = -748014.986989
  nChanged 213
		SP:Iteration 8Q (164025.770000 sec): 3 clusters
  Score: Raw -752446.528719 + Penalty 4226.902927 = -748219.625791
  nChanged 196
		SP:Iteration 9Q (164025.960000 sec): 3 clusters
  Score: Raw -752629.400985 + Penalty 4226.902927 = -748402.498058
  nChanged 190
		SP:Iteration 10Q (164026.120000 sec): 3 clusters
  Score: Raw -752837.405966 + Penalty 4226.902927 = -748610.503038
  nChanged 218
		SP:Iteration 11Q (164026.320000 sec): 3 clusters
  Score: Raw -753125.046634 + Penalty 4226.902927 = -748898.143706
  nChanged 228
		SP:Iteration 12Q (164026.520000 sec): 3 clusters
  Score: Raw -753504.204279 + Penalty 4226.902927 = -749277.301352
  nChanged 224
		SP:Iteration 13Q (164026.720000 sec): 3 clusters
  Score: Raw -753926.952408 + Penalty 4226.902927 = -749700.049480
  nChanged 164
		SP:Iteration 14Q (164026.880000 sec): 3 clusters
  Score: Raw -754153.278768 + Penalty 4226.902927 = -749926.375841
  nChanged 96
		SP:Iteration 15Q (164027.090000 sec): 3 clusters
  Score: Raw -754267.876580 + Penalty 4226.902927 = -750040.973653
  nChanged 43
		SP:Iteration 16Q (164027.250000 sec): 3 clusters
  Score: Raw -754304.265050 + Penalty 4226.902927 = -750077.362123
  nChanged 29
		SP:Iteration 17Q (164027.400000 sec): 3 clusters
  Score: Raw -754321.111867 + Penalty 4226.902927 = -750094.208940
  nChanged 16
		SP:Iteration 18Q (164027.560000 sec): 3 clusters
  Score: Raw -754329.236876 + Penalty 4226.902927 = -750102.333949
  nChanged 13
		SP:Iteration 19Q (164027.720000 sec): 3 clusters
  Score: Raw -754333.803839 + Penalty 4226.902927 = -750106.900911
  nChanged 9
		SP:Iteration 20F (164027.880000 sec): 3 clusters
  Score: Raw -754338.813908 + Penalty 4226.902927 = -750111.910981
  nChanged 7
		SP:Iteration 21Q (164028.040000 sec): 3 clusters
  Score: Raw -754340.651047 + Penalty 4226.902927 = -750113.748119
  nChanged 2
		SP:Iteration 22Q (164028.200000 sec): 3 clusters
  Score: Raw -754341.625953 + Penalty 4226.902927 = -750114.723025
  nChanged 6
		SP:Iteration 23Q (164028.360000 sec): 3 clusters
  Score: Raw -754343.461189 + Penalty 4226.902927 = -750116.558262
  nChanged 4
		SP:Iteration 24Q (164028.560000 sec): 3 clusters
  Score: Raw -754344.494387 + Penalty 4226.902927 = -750117.591459
  nChanged 4
		SP:Iteration 25Q (164028.720000 sec): 3 clusters
  Score: Raw -754345.635693 + Penalty 4226.902927 = -750118.732766
  nChanged 2
		SP:Iteration 26Q (164028.880000 sec): 3 clusters
  Score: Raw -754345.964765 + Penalty 4226.902927 = -750119.061838
  nChanged 1
		SP:Iteration 27Q (164029.040000 sec): 3 clusters
  Score: Raw -754346.080723 + Penalty 4226.902927 = -750119.177796
  nChanged 0
		SP:Iteration 28F (164029.210000 sec): 3 clusters
  Score: Raw -754346.080723 + Penalty 4226.902927 = -750119.177796
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 49 (7537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164029.330000 sec): 2 clusters
  Score: Raw -1240171.761034 + Penalty 2214.039717 = -1237957.721317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164029.550000 sec): 3 clusters
  Score: Raw -1236278.911289 + Penalty 4428.079434 = -1231850.831855
  nChanged 3003
		SP:Iteration 1F (164029.730000 sec): 3 clusters
  Score: Raw -1237853.511740 + Penalty 4428.079434 = -1233425.432306
  nChanged 473
		SP:Iteration 2F (164029.910000 sec): 3 clusters
  Score: Raw -1238071.474547 + Penalty 4428.079434 = -1233643.395113
  nChanged 339
		SP:Iteration 3Q (164030.120000 sec): 3 clusters
  Score: Raw -1238227.244692 + Penalty 4428.079434 = -1233799.165258
  nChanged 255
		SP:Iteration 4Q (164030.330000 sec): 3 clusters
  Score: Raw -1238331.485453 + Penalty 4428.079434 = -1233903.406019
  nChanged 205
		SP:Iteration 5Q (164030.540000 sec): 3 clusters
  Score: Raw -1238415.631138 + Penalty 4428.079434 = -1233987.551704
  nChanged 195
		SP:Iteration 6Q (164030.760000 sec): 3 clusters
  Score: Raw -1238490.416192 + Penalty 4428.079434 = -1234062.336758
  nChanged 165
		SP:Iteration 7Q (164030.980000 sec): 3 clusters
  Score: Raw -1238555.924076 + Penalty 4428.079434 = -1234127.844642
  nChanged 149
		SP:Iteration 8Q (164031.200000 sec): 3 clusters
  Score: Raw -1238615.099887 + Penalty 4428.079434 = -1234187.020453
  nChanged 162
		SP:Iteration 9Q (164031.420000 sec): 3 clusters
  Score: Raw -1238684.402995 + Penalty 4428.079434 = -1234256.323561
  nChanged 162
		SP:Iteration 10Q (164031.640000 sec): 3 clusters
  Score: Raw -1238760.239484 + Penalty 4428.079434 = -1234332.160050
  nChanged 178
		SP:Iteration 11Q (164031.820000 sec): 3 clusters
  Score: Raw -1238846.801272 + Penalty 4428.079434 = -1234418.721838
  nChanged 186
		SP:Iteration 12Q (164032.040000 sec): 3 clusters
  Score: Raw -1238947.886367 + Penalty 4428.079434 = -1234519.806933
  nChanged 198
		SP:Iteration 13Q (164032.210000 sec): 3 clusters
  Score: Raw -1239062.812374 + Penalty 4428.079434 = -1234634.732940
  nChanged 210
		SP:Iteration 14Q (164032.390000 sec): 3 clusters
  Score: Raw -1239200.340175 + Penalty 4428.079434 = -1234772.260742
  nChanged 224
		SP:Iteration 15Q (164032.620000 sec): 3 clusters
  Score: Raw -1239345.946633 + Penalty 4428.079434 = -1234917.867199
  nChanged 228
		SP:Iteration 16Q (164032.860000 sec): 3 clusters
  Score: Raw -1239512.635237 + Penalty 4428.079434 = -1235084.555803
  nChanged 209
		SP:Iteration 17Q (164033.060000 sec): 3 clusters
  Score: Raw -1239672.946101 + Penalty 4428.079434 = -1235244.866667
  nChanged 195
		SP:Iteration 18Q (164033.280000 sec): 3 clusters
  Score: Raw -1239836.182216 + Penalty 4428.079434 = -1235408.102782
  nChanged 159
		SP:Iteration 19Q (164033.460000 sec): 3 clusters
  Score: Raw -1239966.385980 + Penalty 4428.079434 = -1235538.306546
  nChanged 125
		SP:Iteration 20F (164033.650000 sec): 3 clusters
  Score: Raw -1240070.412427 + Penalty 4428.079434 = -1235642.332993
  nChanged 91
		SP:Iteration 21Q (164033.850000 sec): 3 clusters
  Score: Raw -1240146.595744 + Penalty 4428.079434 = -1235718.516310
  nChanged 79
		SP:Iteration 22Q (164034.030000 sec): 3 clusters
  Score: Raw -1240217.346163 + Penalty 4428.079434 = -1235789.266729
  nChanged 57
		SP:Iteration 23Q (164034.220000 sec): 3 clusters
  Score: Raw -1240267.512609 + Penalty 4428.079434 = -1235839.433175
  nChanged 47
		SP:Iteration 24Q (164034.400000 sec): 3 clusters
  Score: Raw -1240306.975523 + Penalty 4428.079434 = -1235878.896089
  nChanged 32
		SP:Iteration 25Q (164034.590000 sec): 3 clusters
  Score: Raw -1240340.177151 + Penalty 4428.079434 = -1235912.097717
  nChanged 24
		SP:Iteration 26Q (164034.780000 sec): 3 clusters
  Score: Raw -1240366.310833 + Penalty 4428.079434 = -1235938.231399
  nChanged 20
		SP:Iteration 27Q (164034.960000 sec): 3 clusters
  Score: Raw -1240387.863250 + Penalty 4428.079434 = -1235959.783816
  nChanged 16
		SP:Iteration 28Q (164035.140000 sec): 3 clusters
  Score: Raw -1240404.548108 + Penalty 4428.079434 = -1235976.468674
  nChanged 16
		SP:Iteration 29Q (164035.330000 sec): 3 clusters
  Score: Raw -1240421.341352 + Penalty 4428.079434 = -1235993.261918
  nChanged 12
		SP:Iteration 30Q (164035.510000 sec): 3 clusters
  Score: Raw -1240430.798783 + Penalty 4428.079434 = -1236002.719349
  nChanged 7
		SP:Iteration 31Q (164035.700000 sec): 3 clusters
  Score: Raw -1240435.909150 + Penalty 4428.079434 = -1236007.829716
  nChanged 3
		SP:Iteration 32Q (164035.890000 sec): 3 clusters
  Score: Raw -1240438.407163 + Penalty 4428.079434 = -1236010.327729
  nChanged 5
		SP:Iteration 33Q (164036.070000 sec): 3 clusters
  Score: Raw -1240443.282423 + Penalty 4428.079434 = -1236015.202989
  nChanged 8
		SP:Iteration 34Q (164036.250000 sec): 3 clusters
  Score: Raw -1240451.865578 + Penalty 4428.079434 = -1236023.786144
  nChanged 5
		SP:Iteration 35Q (164036.440000 sec): 3 clusters
  Score: Raw -1240457.640365 + Penalty 4428.079434 = -1236029.560931
  nChanged 4
		SP:Iteration 36Q (164036.670000 sec): 3 clusters
  Score: Raw -1240461.823819 + Penalty 4428.079434 = -1236033.744385
  nChanged 2
		SP:Iteration 37Q (164036.850000 sec): 3 clusters
  Score: Raw -1240464.544705 + Penalty 4428.079434 = -1236036.465271
  nChanged 2
		SP:Iteration 38Q (164037.050000 sec): 3 clusters
  Score: Raw -1240466.421339 + Penalty 4428.079434 = -1236038.341905
  nChanged 0
		SP:Iteration 39F (164037.250000 sec): 3 clusters
  Score: Raw -1240466.421339 + Penalty 4428.079434 = -1236038.341905
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 50 (6646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164037.390000 sec): 2 clusters
  Score: Raw -1069268.715207 + Penalty 2182.839071 = -1067085.876135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164037.540000 sec): 3 clusters
  Score: Raw -1065951.170167 + Penalty 4365.678143 = -1061585.492025
  nChanged 2636
		SP:Iteration 1F (164037.730000 sec): 3 clusters
  Score: Raw -1067383.902182 + Penalty 4365.678143 = -1063018.224039
  nChanged 467
		SP:Iteration 2F (164037.920000 sec): 3 clusters
  Score: Raw -1067652.540701 + Penalty 4365.678143 = -1063286.862559
  nChanged 365
		SP:Iteration 3F (164038.110000 sec): 3 clusters
  Score: Raw -1067859.286772 + Penalty 4365.678143 = -1063493.608629
  nChanged 290
		SP:Iteration 4Q (164038.300000 sec): 3 clusters
  Score: Raw -1068029.163708 + Penalty 4365.678143 = -1063663.485565
  nChanged 277
		SP:Iteration 5Q (164038.500000 sec): 3 clusters
  Score: Raw -1068183.146033 + Penalty 4365.678143 = -1063817.467891
  nChanged 266
		SP:Iteration 6Q (164038.690000 sec): 3 clusters
  Score: Raw -1068315.941177 + Penalty 4365.678143 = -1063950.263035
  nChanged 230
		SP:Iteration 7Q (164038.880000 sec): 3 clusters
  Score: Raw -1068431.765361 + Penalty 4365.678143 = -1064066.087218
  nChanged 197
		SP:Iteration 8Q (164039.070000 sec): 3 clusters
  Score: Raw -1068529.268237 + Penalty 4365.678143 = -1064163.590095
  nChanged 181
		SP:Iteration 9Q (164039.250000 sec): 3 clusters
  Score: Raw -1068610.847383 + Penalty 4365.678143 = -1064245.169240
  nChanged 149
		SP:Iteration 10Q (164039.440000 sec): 3 clusters
  Score: Raw -1068672.500819 + Penalty 4365.678143 = -1064306.822677
  nChanged 117
		SP:Iteration 11Q (164039.640000 sec): 3 clusters
  Score: Raw -1068717.437647 + Penalty 4365.678143 = -1064351.759504
  nChanged 104
		SP:Iteration 12Q (164039.830000 sec): 3 clusters
  Score: Raw -1068750.942620 + Penalty 4365.678143 = -1064385.264478
  nChanged 76
		SP:Iteration 13Q (164040.050000 sec): 3 clusters
  Score: Raw -1068775.013106 + Penalty 4365.678143 = -1064409.334963
  nChanged 66
		SP:Iteration 14Q (164040.240000 sec): 3 clusters
  Score: Raw -1068794.868376 + Penalty 4365.678143 = -1064429.190233
  nChanged 55
		SP:Iteration 15Q (164040.470000 sec): 3 clusters
  Score: Raw -1068810.774570 + Penalty 4365.678143 = -1064445.096427
  nChanged 56
		SP:Iteration 16Q (164040.630000 sec): 3 clusters
  Score: Raw -1068825.727407 + Penalty 4365.678143 = -1064460.049264
  nChanged 55
		SP:Iteration 17Q (164040.850000 sec): 3 clusters
  Score: Raw -1068841.958369 + Penalty 4365.678143 = -1064476.280226
  nChanged 60
		SP:Iteration 18Q (164040.980000 sec): 3 clusters
  Score: Raw -1068862.557930 + Penalty 4365.678143 = -1064496.879787
  nChanged 54
		SP:Iteration 19Q (164041.160000 sec): 3 clusters
  Score: Raw -1068877.976108 + Penalty 4365.678143 = -1064512.297965
  nChanged 48
		SP:Iteration 20F (164041.350000 sec): 3 clusters
  Score: Raw -1068893.611365 + Penalty 4365.678143 = -1064527.933222
  nChanged 45
		SP:Iteration 21Q (164041.540000 sec): 3 clusters
  Score: Raw -1068909.930430 + Penalty 4365.678143 = -1064544.252287
  nChanged 41
		SP:Iteration 22Q (164041.730000 sec): 3 clusters
  Score: Raw -1068922.722583 + Penalty 4365.678143 = -1064557.044440
  nChanged 32
		SP:Iteration 23Q (164041.920000 sec): 3 clusters
  Score: Raw -1068931.469181 + Penalty 4365.678143 = -1064565.791039
  nChanged 22
		SP:Iteration 24Q (164042.110000 sec): 3 clusters
  Score: Raw -1068936.644030 + Penalty 4365.678143 = -1064570.965888
  nChanged 15
		SP:Iteration 25Q (164042.300000 sec): 3 clusters
  Score: Raw -1068940.681536 + Penalty 4365.678143 = -1064575.003393
  nChanged 19
		SP:Iteration 26Q (164042.490000 sec): 3 clusters
  Score: Raw -1068945.489821 + Penalty 4365.678143 = -1064579.811678
  nChanged 22
		SP:Iteration 27Q (164042.680000 sec): 3 clusters
  Score: Raw -1068951.826523 + Penalty 4365.678143 = -1064586.148380
  nChanged 26
		SP:Iteration 28Q (164042.870000 sec): 3 clusters
  Score: Raw -1068958.644089 + Penalty 4365.678143 = -1064592.965946
  nChanged 26
		SP:Iteration 29Q (164043.100000 sec): 3 clusters
  Score: Raw -1068966.257172 + Penalty 4365.678143 = -1064600.579029
  nChanged 19
		SP:Iteration 30Q (164043.300000 sec): 3 clusters
  Score: Raw -1068972.064861 + Penalty 4365.678143 = -1064606.386718
  nChanged 22
		SP:Iteration 31Q (164043.450000 sec): 3 clusters
  Score: Raw -1068977.459902 + Penalty 4365.678143 = -1064611.781760
  nChanged 15
		SP:Iteration 32Q (164043.680000 sec): 3 clusters
  Score: Raw -1068981.459875 + Penalty 4365.678143 = -1064615.781733
  nChanged 13
		SP:Iteration 33Q (164043.900000 sec): 3 clusters
  Score: Raw -1068984.762744 + Penalty 4365.678143 = -1064619.084601
  nChanged 9
		SP:Iteration 34Q (164044.120000 sec): 3 clusters
  Score: Raw -1068986.837882 + Penalty 4365.678143 = -1064621.159739
  nChanged 3
		SP:Iteration 35Q (164044.290000 sec): 3 clusters
  Score: Raw -1068987.342588 + Penalty 4365.678143 = -1064621.664445
  nChanged 5
		SP:Iteration 36Q (164044.470000 sec): 3 clusters
  Score: Raw -1068988.722255 + Penalty 4365.678143 = -1064623.044113
  nChanged 6
		SP:Iteration 37Q (164044.640000 sec): 3 clusters
  Score: Raw -1068990.279518 + Penalty 4365.678143 = -1064624.601376
  nChanged 7
		SP:Iteration 38Q (164044.820000 sec): 3 clusters
  Score: Raw -1068991.777155 + Penalty 4365.678143 = -1064626.099013
  nChanged 8
		SP:Iteration 39Q (164045.000000 sec): 3 clusters
  Score: Raw -1068995.071620 + Penalty 4365.678143 = -1064629.393477
  nChanged 8
		SP:Iteration 40F (164045.170000 sec): 3 clusters
  Score: Raw -1068997.015724 + Penalty 4365.678143 = -1064631.337581
  nChanged 6
		SP:Iteration 41Q (164045.350000 sec): 3 clusters
  Score: Raw -1068998.275867 + Penalty 4365.678143 = -1064632.597725
  nChanged 2
		SP:Iteration 42Q (164045.530000 sec): 3 clusters
  Score: Raw -1068998.534367 + Penalty 4365.678143 = -1064632.856224
  nChanged 0
		SP:Iteration 43F (164045.710000 sec): 3 clusters
  Score: Raw -1068998.534367 + Penalty 4365.678143 = -1064632.856224
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 51 (9062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164045.830000 sec): 2 clusters
  Score: Raw -1380765.045684 + Penalty 2259.737591 = -1378505.308093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164046.040000 sec): 3 clusters
  Score: Raw -1375998.165207 + Penalty 4519.475182 = -1371478.690025
  nChanged 3728
		SP:Iteration 1F (164046.230000 sec): 3 clusters
  Score: Raw -1377925.480003 + Penalty 4519.475182 = -1373406.004821
  nChanged 645
		SP:Iteration 2F (164046.470000 sec): 3 clusters
  Score: Raw -1378299.424920 + Penalty 4519.475182 = -1373779.949738
  nChanged 534
		SP:Iteration 3F (164046.670000 sec): 3 clusters
  Score: Raw -1378577.404878 + Penalty 4519.475182 = -1374057.929696
  nChanged 447
		SP:Iteration 4Q (164046.910000 sec): 3 clusters
  Score: Raw -1378816.685001 + Penalty 4519.475182 = -1374297.209819
  nChanged 408
		SP:Iteration 5Q (164047.110000 sec): 3 clusters
  Score: Raw -1379042.896826 + Penalty 4519.475182 = -1374523.421644
  nChanged 392
		SP:Iteration 6Q (164047.290000 sec): 3 clusters
  Score: Raw -1379248.009681 + Penalty 4519.475182 = -1374728.534499
  nChanged 337
		SP:Iteration 7Q (164047.460000 sec): 3 clusters
  Score: Raw -1379412.195240 + Penalty 4519.475182 = -1374892.720057
  nChanged 280
		SP:Iteration 8Q (164047.690000 sec): 3 clusters
  Score: Raw -1379532.388018 + Penalty 4519.475182 = -1375012.912836
  nChanged 257
		SP:Iteration 9Q (164047.840000 sec): 3 clusters
  Score: Raw -1379647.527134 + Penalty 4519.475182 = -1375128.051952
  nChanged 253
		SP:Iteration 10Q (164048.070000 sec): 3 clusters
  Score: Raw -1379757.620783 + Penalty 4519.475182 = -1375238.145601
  nChanged 221
		SP:Iteration 11Q (164048.290000 sec): 3 clusters
  Score: Raw -1379856.597386 + Penalty 4519.475182 = -1375337.122203
  nChanged 202
		SP:Iteration 12Q (164048.500000 sec): 3 clusters
  Score: Raw -1379940.009827 + Penalty 4519.475182 = -1375420.534645
  nChanged 191
		SP:Iteration 13Q (164048.710000 sec): 3 clusters
  Score: Raw -1380028.969443 + Penalty 4519.475182 = -1375509.494260
  nChanged 203
		SP:Iteration 14Q (164048.890000 sec): 3 clusters
  Score: Raw -1380124.048361 + Penalty 4519.475182 = -1375604.573179
  nChanged 200
		SP:Iteration 15Q (164049.170000 sec): 3 clusters
  Score: Raw -1380220.540371 + Penalty 4519.475182 = -1375701.065188
  nChanged 168
		SP:Iteration 16Q (164049.380000 sec): 3 clusters
  Score: Raw -1380287.573064 + Penalty 4519.475182 = -1375768.097882
  nChanged 160
		SP:Iteration 17Q (164049.580000 sec): 3 clusters
  Score: Raw -1380348.763714 + Penalty 4519.475182 = -1375829.288532
  nChanged 121
		SP:Iteration 18Q (164049.790000 sec): 3 clusters
  Score: Raw -1380394.620006 + Penalty 4519.475182 = -1375875.144824
  nChanged 120
		SP:Iteration 19Q (164050.010000 sec): 3 clusters
  Score: Raw -1380447.936709 + Penalty 4519.475182 = -1375928.461527
  nChanged 125
		SP:Iteration 20F (164050.240000 sec): 3 clusters
  Score: Raw -1380498.525143 + Penalty 4519.475182 = -1375979.049961
  nChanged 126
		SP:Iteration 21Q (164050.500000 sec): 3 clusters
  Score: Raw -1380544.423862 + Penalty 4519.475182 = -1376024.948680
  nChanged 113
		SP:Iteration 22Q (164050.720000 sec): 3 clusters
  Score: Raw -1380579.290464 + Penalty 4519.475182 = -1376059.815282
  nChanged 84
		SP:Iteration 23Q (164050.910000 sec): 3 clusters
  Score: Raw -1380613.767223 + Penalty 4519.475182 = -1376094.292041
  nChanged 94
		SP:Iteration 24Q (164051.160000 sec): 3 clusters
  Score: Raw -1380649.506235 + Penalty 4519.475182 = -1376130.031053
  nChanged 108
		SP:Iteration 25Q (164051.360000 sec): 3 clusters
  Score: Raw -1380684.098584 + Penalty 4519.475182 = -1376164.623402
  nChanged 68
		SP:Iteration 26Q (164051.570000 sec): 3 clusters
  Score: Raw -1380707.967433 + Penalty 4519.475182 = -1376188.492251
  nChanged 67
		SP:Iteration 27Q (164051.770000 sec): 3 clusters
  Score: Raw -1380728.086777 + Penalty 4519.475182 = -1376208.611595
  nChanged 48
		SP:Iteration 28Q (164051.980000 sec): 3 clusters
  Score: Raw -1380740.405286 + Penalty 4519.475182 = -1376220.930104
  nChanged 42
		SP:Iteration 29Q (164052.190000 sec): 3 clusters
  Score: Raw -1380751.568148 + Penalty 4519.475182 = -1376232.092966
  nChanged 44
		SP:Iteration 30Q (164052.390000 sec): 3 clusters
  Score: Raw -1380762.481951 + Penalty 4519.475182 = -1376243.006769
  nChanged 35
		SP:Iteration 31Q (164052.600000 sec): 3 clusters
  Score: Raw -1380769.032894 + Penalty 4519.475182 = -1376249.557712
  nChanged 25
		SP:Iteration 32Q (164052.810000 sec): 3 clusters
  Score: Raw -1380775.103077 + Penalty 4519.475182 = -1376255.627894
  nChanged 21
		SP:Iteration 33Q (164053.010000 sec): 3 clusters
  Score: Raw -1380780.441002 + Penalty 4519.475182 = -1376260.965820
  nChanged 26
		SP:Iteration 34Q (164053.210000 sec): 3 clusters
  Score: Raw -1380786.129194 + Penalty 4519.475182 = -1376266.654012
  nChanged 28
		SP:Iteration 35Q (164053.420000 sec): 3 clusters
  Score: Raw -1380793.130854 + Penalty 4519.475182 = -1376273.655672
  nChanged 27
		SP:Iteration 36Q (164053.630000 sec): 3 clusters
  Score: Raw -1380802.725063 + Penalty 4519.475182 = -1376283.249880
  nChanged 34
		SP:Iteration 37Q (164053.830000 sec): 3 clusters
  Score: Raw -1380810.956664 + Penalty 4519.475182 = -1376291.481482
  nChanged 26
		SP:Iteration 38Q (164054.030000 sec): 3 clusters
  Score: Raw -1380819.032863 + Penalty 4519.475182 = -1376299.557681
  nChanged 34
		SP:Iteration 39Q (164054.270000 sec): 3 clusters
  Score: Raw -1380827.814029 + Penalty 4519.475182 = -1376308.338847
  nChanged 34
		SP:Iteration 40F (164054.430000 sec): 3 clusters
  Score: Raw -1380836.375914 + Penalty 4519.475182 = -1376316.900732
  nChanged 28
		SP:Iteration 41Q (164054.630000 sec): 3 clusters
  Score: Raw -1380844.040166 + Penalty 4519.475182 = -1376324.564984
  nChanged 29
		SP:Iteration 42Q (164054.830000 sec): 3 clusters
  Score: Raw -1380852.654106 + Penalty 4519.475182 = -1376333.178924
  nChanged 33
		SP:Iteration 43Q (164055.030000 sec): 3 clusters
  Score: Raw -1380862.698374 + Penalty 4519.475182 = -1376343.223192
  nChanged 27
		SP:Iteration 44Q (164055.230000 sec): 3 clusters
  Score: Raw -1380868.208440 + Penalty 4519.475182 = -1376348.733258
  nChanged 18
		SP:Iteration 45Q (164055.430000 sec): 3 clusters
  Score: Raw -1380872.914283 + Penalty 4519.475182 = -1376353.439101
  nChanged 20
		SP:Iteration 46Q (164055.630000 sec): 3 clusters
  Score: Raw -1380877.335966 + Penalty 4519.475182 = -1376357.860784
  nChanged 17
		SP:Iteration 47Q (164055.830000 sec): 3 clusters
  Score: Raw -1380881.065037 + Penalty 4519.475182 = -1376361.589855
  nChanged 17
		SP:Iteration 48Q (164056.030000 sec): 3 clusters
  Score: Raw -1380884.585460 + Penalty 4519.475182 = -1376365.110278
  nChanged 16
		SP:Iteration 49Q (164056.230000 sec): 3 clusters
  Score: Raw -1380887.810044 + Penalty 4519.475182 = -1376368.334862
  nChanged 16
		SP:Iteration 50Q (164056.430000 sec): 3 clusters
  Score: Raw -1380892.454416 + Penalty 4519.475182 = -1376372.979234
  nChanged 22
		SP:Iteration 51Q (164056.630000 sec): 3 clusters
  Score: Raw -1380898.656136 + Penalty 4519.475182 = -1376379.180954
  nChanged 17
		SP:Iteration 52Q (164056.830000 sec): 3 clusters
  Score: Raw -1380903.934675 + Penalty 4519.475182 = -1376384.459493
  nChanged 17
		SP:Iteration 53Q (164057.030000 sec): 3 clusters
  Score: Raw -1380908.757094 + Penalty 4519.475182 = -1376389.281912
  nChanged 21
		SP:Iteration 54Q (164057.230000 sec): 3 clusters
  Score: Raw -1380913.717680 + Penalty 4519.475182 = -1376394.242498
  nChanged 18
		SP:Iteration 55Q (164057.470000 sec): 3 clusters
  Score: Raw -1380918.024007 + Penalty 4519.475182 = -1376398.548825
  nChanged 19
		SP:Iteration 56Q (164057.660000 sec): 3 clusters
  Score: Raw -1380922.251897 + Penalty 4519.475182 = -1376402.776715
  nChanged 19
		SP:Iteration 57Q (164057.840000 sec): 3 clusters
  Score: Raw -1380926.070245 + Penalty 4519.475182 = -1376406.595063
  nChanged 23
		SP:Iteration 58Q (164058.010000 sec): 3 clusters
  Score: Raw -1380930.393014 + Penalty 4519.475182 = -1376410.917832
  nChanged 19
		SP:Iteration 59Q (164058.210000 sec): 3 clusters
  Score: Raw -1380934.440265 + Penalty 4519.475182 = -1376414.965083
  nChanged 20
		SP:Iteration 60F (164058.410000 sec): 3 clusters
  Score: Raw -1380939.071933 + Penalty 4519.475182 = -1376419.596751
  nChanged 20
		SP:Iteration 61Q (164058.620000 sec): 3 clusters
  Score: Raw -1380944.097314 + Penalty 4519.475182 = -1376424.622132
  nChanged 28
		SP:Iteration 62Q (164058.820000 sec): 3 clusters
  Score: Raw -1380949.894568 + Penalty 4519.475182 = -1376430.419386
  nChanged 24
		SP:Iteration 63Q (164059.030000 sec): 3 clusters
  Score: Raw -1380955.179833 + Penalty 4519.475182 = -1376435.704651
  nChanged 21
		SP:Iteration 64Q (164059.230000 sec): 3 clusters
  Score: Raw -1380960.282634 + Penalty 4519.475182 = -1376440.807452
  nChanged 21
		SP:Iteration 65Q (164059.440000 sec): 3 clusters
  Score: Raw -1380964.951125 + Penalty 4519.475182 = -1376445.475943
  nChanged 24
		SP:Iteration 66Q (164059.640000 sec): 3 clusters
  Score: Raw -1380970.255644 + Penalty 4519.475182 = -1376450.780462
  nChanged 19
		SP:Iteration 67Q (164059.890000 sec): 3 clusters
  Score: Raw -1380974.837952 + Penalty 4519.475182 = -1376455.362770
  nChanged 18
		SP:Iteration 68Q (164060.060000 sec): 3 clusters
  Score: Raw -1380979.272774 + Penalty 4519.475182 = -1376459.797592
  nChanged 18
		SP:Iteration 69Q (164060.270000 sec): 3 clusters
  Score: Raw -1380985.236770 + Penalty 4519.475182 = -1376465.761588
  nChanged 28
		SP:Iteration 70Q (164060.520000 sec): 3 clusters
  Score: Raw -1380996.121049 + Penalty 4519.475182 = -1376476.645867
  nChanged 38
		SP:Iteration 71Q (164060.730000 sec): 3 clusters
  Score: Raw -1381008.450523 + Penalty 4519.475182 = -1376488.975341
  nChanged 37
		SP:Iteration 72Q (164060.990000 sec): 3 clusters
  Score: Raw -1381021.020387 + Penalty 4519.475182 = -1376501.545204
  nChanged 30
		SP:Iteration 73Q (164061.190000 sec): 3 clusters
  Score: Raw -1381029.049072 + Penalty 4519.475182 = -1376509.573890
  nChanged 27
		SP:Iteration 74Q (164061.350000 sec): 3 clusters
  Score: Raw -1381036.247800 + Penalty 4519.475182 = -1376516.772618
  nChanged 28
		SP:Iteration 75Q (164061.580000 sec): 3 clusters
  Score: Raw -1381043.570439 + Penalty 4519.475182 = -1376524.095257
  nChanged 20
		SP:Iteration 76Q (164061.790000 sec): 3 clusters
  Score: Raw -1381048.433347 + Penalty 4519.475182 = -1376528.958165
  nChanged 25
		SP:Iteration 77Q (164061.990000 sec): 3 clusters
  Score: Raw -1381054.566071 + Penalty 4519.475182 = -1376535.090889
  nChanged 18
		SP:Iteration 78Q (164062.190000 sec): 3 clusters
  Score: Raw -1381058.914772 + Penalty 4519.475182 = -1376539.439589
  nChanged 16
		SP:Iteration 79Q (164062.400000 sec): 3 clusters
  Score: Raw -1381063.170353 + Penalty 4519.475182 = -1376543.695171
  nChanged 15
		SP:Iteration 80F (164062.610000 sec): 3 clusters
  Score: Raw -1381067.137473 + Penalty 4519.475182 = -1376547.662291
  nChanged 14
		SP:Iteration 81Q (164062.810000 sec): 3 clusters
  Score: Raw -1381071.102250 + Penalty 4519.475182 = -1376551.627068
  nChanged 18
		SP:Iteration 82Q (164063.020000 sec): 3 clusters
  Score: Raw -1381075.778174 + Penalty 4519.475182 = -1376556.302992
  nChanged 17
		SP:Iteration 83Q (164063.230000 sec): 3 clusters
  Score: Raw -1381080.767086 + Penalty 4519.475182 = -1376561.291903
  nChanged 19
		SP:Iteration 84Q (164063.430000 sec): 3 clusters
  Score: Raw -1381085.392786 + Penalty 4519.475182 = -1376565.917603
  nChanged 20
		SP:Iteration 85Q (164063.640000 sec): 3 clusters
  Score: Raw -1381089.301564 + Penalty 4519.475182 = -1376569.826382
  nChanged 18
		SP:Iteration 86Q (164063.850000 sec): 3 clusters
  Score: Raw -1381094.500161 + Penalty 4519.475182 = -1376575.024979
  nChanged 26
		SP:Iteration 87Q (164064.050000 sec): 3 clusters
  Score: Raw -1381101.079203 + Penalty 4519.475182 = -1376581.604020
  nChanged 20
		SP:Iteration 88Q (164064.260000 sec): 3 clusters
  Score: Raw -1381106.202181 + Penalty 4519.475182 = -1376586.726999
  nChanged 18
		SP:Iteration 89Q (164064.480000 sec): 3 clusters
  Score: Raw -1381110.609834 + Penalty 4519.475182 = -1376591.134652
  nChanged 24
		SP:Iteration 90Q (164064.620000 sec): 3 clusters
  Score: Raw -1381117.140716 + Penalty 4519.475182 = -1376597.665534
  nChanged 18
		SP:Iteration 91Q (164064.800000 sec): 3 clusters
  Score: Raw -1381121.405247 + Penalty 4519.475182 = -1376601.930064
  nChanged 15
		SP:Iteration 92Q (164064.970000 sec): 3 clusters
  Score: Raw -1381126.282121 + Penalty 4519.475182 = -1376606.806939
  nChanged 17
		SP:Iteration 93Q (164065.180000 sec): 3 clusters
  Score: Raw -1381131.873358 + Penalty 4519.475182 = -1376612.398176
  nChanged 18
		SP:Iteration 94Q (164065.380000 sec): 3 clusters
  Score: Raw -1381136.953383 + Penalty 4519.475182 = -1376617.478201
  nChanged 12
		SP:Iteration 95Q (164065.590000 sec): 3 clusters
  Score: Raw -1381140.631740 + Penalty 4519.475182 = -1376621.156558
  nChanged 19
		SP:Iteration 96Q (164065.790000 sec): 3 clusters
  Score: Raw -1381146.653988 + Penalty 4519.475182 = -1376627.178806
  nChanged 19
		SP:Iteration 97Q (164066.000000 sec): 3 clusters
  Score: Raw -1381152.411049 + Penalty 4519.475182 = -1376632.935867
  nChanged 16
		SP:Iteration 98Q (164066.210000 sec): 3 clusters
  Score: Raw -1381157.156443 + Penalty 4519.475182 = -1376637.681261
  nChanged 18
		SP:Iteration 99Q (164066.410000 sec): 3 clusters
  Score: Raw -1381162.121573 + Penalty 4519.475182 = -1376642.646391
  nChanged 19
		SP:Iteration 100F (164066.620000 sec): 3 clusters
  Score: Raw -1381168.685232 + Penalty 4519.475182 = -1376649.210050
  nChanged 24
		SP:Iteration 101Q (164066.830000 sec): 3 clusters
  Score: Raw -1381175.994703 + Penalty 4519.475182 = -1376656.519521
  nChanged 22
		SP:Iteration 102Q (164067.030000 sec): 3 clusters
  Score: Raw -1381186.519926 + Penalty 4519.475182 = -1376667.044744
  nChanged 27
		SP:Iteration 103Q (164067.240000 sec): 3 clusters
  Score: Raw -1381195.831650 + Penalty 4519.475182 = -1376676.356468
  nChanged 29
		SP:Iteration 104Q (164067.440000 sec): 3 clusters
  Score: Raw -1381204.936216 + Penalty 4519.475182 = -1376685.461034
  nChanged 25
		SP:Iteration 105Q (164067.650000 sec): 3 clusters
  Score: Raw -1381214.578802 + Penalty 4519.475182 = -1376695.103620
  nChanged 22
		SP:Iteration 106Q (164067.880000 sec): 3 clusters
  Score: Raw -1381222.699192 + Penalty 4519.475182 = -1376703.224010
  nChanged 26
		SP:Iteration 107Q (164068.050000 sec): 3 clusters
  Score: Raw -1381232.954567 + Penalty 4519.475182 = -1376713.479385
  nChanged 21
		SP:Iteration 108Q (164068.330000 sec): 3 clusters
  Score: Raw -1381240.766620 + Penalty 4519.475182 = -1376721.291438
  nChanged 24
		SP:Iteration 109Q (164068.530000 sec): 3 clusters
  Score: Raw -1381250.795322 + Penalty 4519.475182 = -1376731.320140
  nChanged 21
		SP:Iteration 110Q (164068.710000 sec): 3 clusters
  Score: Raw -1381259.320511 + Penalty 4519.475182 = -1376739.845329
  nChanged 22
		SP:Iteration 111Q (164068.910000 sec): 3 clusters
  Score: Raw -1381264.701732 + Penalty 4519.475182 = -1376745.226550
  nChanged 10
		SP:Iteration 112Q (164069.160000 sec): 3 clusters
  Score: Raw -1381267.105067 + Penalty 4519.475182 = -1376747.629885
  nChanged 5
		SP:Iteration 113Q (164069.400000 sec): 3 clusters
  Score: Raw -1381268.466968 + Penalty 4519.475182 = -1376748.991786
  nChanged 6
		SP:Iteration 114Q (164069.600000 sec): 3 clusters
  Score: Raw -1381269.412355 + Penalty 4519.475182 = -1376749.937173
  nChanged 3
		SP:Iteration 115Q (164069.800000 sec): 3 clusters
  Score: Raw -1381270.028017 + Penalty 4519.475182 = -1376750.552835
  nChanged 6
		SP:Iteration 116Q (164069.990000 sec): 3 clusters
  Score: Raw -1381272.008433 + Penalty 4519.475182 = -1376752.533251
  nChanged 6
		SP:Iteration 117Q (164070.180000 sec): 3 clusters
  Score: Raw -1381273.755218 + Penalty 4519.475182 = -1376754.280036
  nChanged 5
		SP:Iteration 118Q (164070.400000 sec): 3 clusters
  Score: Raw -1381275.938749 + Penalty 4519.475182 = -1376756.463567
  nChanged 4
		SP:Iteration 119Q (164070.670000 sec): 3 clusters
  Score: Raw -1381277.061715 + Penalty 4519.475182 = -1376757.586533
  nChanged 6
		SP:Iteration 120F (164070.880000 sec): 3 clusters
  Score: Raw -1381278.592139 + Penalty 4519.475182 = -1376759.116957
  nChanged 4
		SP:Iteration 121Q (164071.080000 sec): 3 clusters
  Score: Raw -1381279.652553 + Penalty 4519.475182 = -1376760.177371
  nChanged 6
		SP:Iteration 122Q (164071.310000 sec): 3 clusters
  Score: Raw -1381280.977263 + Penalty 4519.475182 = -1376761.502081
  nChanged 7
		SP:Iteration 123Q (164071.530000 sec): 3 clusters
  Score: Raw -1381282.810310 + Penalty 4519.475182 = -1376763.335128
  nChanged 4
		SP:Iteration 124Q (164071.730000 sec): 3 clusters
  Score: Raw -1381283.885107 + Penalty 4519.475182 = -1376764.409925
  nChanged 3
		SP:Iteration 125Q (164071.960000 sec): 3 clusters
  Score: Raw -1381284.592622 + Penalty 4519.475182 = -1376765.117440
  nChanged 2
		SP:Iteration 126Q (164072.120000 sec): 3 clusters
  Score: Raw -1381285.409811 + Penalty 4519.475182 = -1376765.934629
  nChanged 5
		SP:Iteration 127Q (164072.320000 sec): 3 clusters
  Score: Raw -1381286.657289 + Penalty 4519.475182 = -1376767.182107
  nChanged 6
		SP:Iteration 128Q (164072.530000 sec): 3 clusters
  Score: Raw -1381287.355067 + Penalty 4519.475182 = -1376767.879885
  nChanged 1
		SP:Iteration 129Q (164072.730000 sec): 3 clusters
  Score: Raw -1381287.445123 + Penalty 4519.475182 = -1376767.969941
  nChanged 1
		SP:Iteration 130Q (164072.930000 sec): 3 clusters
  Score: Raw -1381287.793909 + Penalty 4519.475182 = -1376768.318726
  nChanged 0
		SP:Iteration 131F (164073.140000 sec): 3 clusters
  Score: Raw -1381287.793909 + Penalty 4519.475182 = -1376768.318726
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 52 (12426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164073.290000 sec): 2 clusters
  Score: Raw -2001605.428284 + Penalty 2338.031490 = -1999267.396794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164073.540000 sec): 3 clusters
  Score: Raw -1994746.664578 + Penalty 4676.062980 = -1990070.601598
  nChanged 5307
		SP:Iteration 1F (164073.790000 sec): 3 clusters
  Score: Raw -1997563.156915 + Penalty 4676.062980 = -1992887.093935
  nChanged 760
		SP:Iteration 2F (164074.040000 sec): 3 clusters
  Score: Raw -1997931.796475 + Penalty 4676.062980 = -1993255.733495
  nChanged 666
		SP:Iteration 3F (164074.300000 sec): 3 clusters
  Score: Raw -1998235.131746 + Penalty 4676.062980 = -1993559.068766
  nChanged 537
		SP:Iteration 4Q (164074.590000 sec): 3 clusters
  Score: Raw -1998453.958265 + Penalty 4676.062980 = -1993777.895285
  nChanged 430
		SP:Iteration 5Q (164074.840000 sec): 3 clusters
  Score: Raw -1998636.938132 + Penalty 4676.062980 = -1993960.875152
  nChanged 384
		SP:Iteration 6Q (164075.100000 sec): 3 clusters
  Score: Raw -1998801.214436 + Penalty 4676.062980 = -1994125.151456
  nChanged 392
		SP:Iteration 7Q (164075.350000 sec): 3 clusters
  Score: Raw -1998965.989866 + Penalty 4676.062980 = -1994289.926886
  nChanged 379
		SP:Iteration 8Q (164075.600000 sec): 3 clusters
  Score: Raw -1999139.355331 + Penalty 4676.062980 = -1994463.292351
  nChanged 389
		SP:Iteration 9Q (164075.890000 sec): 3 clusters
  Score: Raw -1999321.245424 + Penalty 4676.062980 = -1994645.182444
  nChanged 380
		SP:Iteration 10Q (164076.180000 sec): 3 clusters
  Score: Raw -1999500.070379 + Penalty 4676.062980 = -1994824.007399
  nChanged 361
		SP:Iteration 11Q (164076.480000 sec): 3 clusters
  Score: Raw -1999662.603019 + Penalty 4676.062980 = -1994986.540039
  nChanged 360
		SP:Iteration 12Q (164076.770000 sec): 3 clusters
  Score: Raw -1999836.690841 + Penalty 4676.062980 = -1995160.627861
  nChanged 348
		SP:Iteration 13Q (164077.060000 sec): 3 clusters
  Score: Raw -2000002.896314 + Penalty 4676.062980 = -1995326.833334
  nChanged 339
		SP:Iteration 14Q (164077.360000 sec): 3 clusters
  Score: Raw -2000186.794039 + Penalty 4676.062980 = -1995510.731060
  nChanged 352
		SP:Iteration 15Q (164077.660000 sec): 3 clusters
  Score: Raw -2000391.063178 + Penalty 4676.062980 = -1995715.000198
  nChanged 361
		SP:Iteration 16Q (164077.950000 sec): 3 clusters
  Score: Raw -2000615.462557 + Penalty 4676.062980 = -1995939.399577
  nChanged 347
		SP:Iteration 17Q (164078.250000 sec): 3 clusters
  Score: Raw -2000833.429990 + Penalty 4676.062980 = -1996157.367010
  nChanged 323
		SP:Iteration 18Q (164078.500000 sec): 3 clusters
  Score: Raw -2001054.839095 + Penalty 4676.062980 = -1996378.776115
  nChanged 312
		SP:Iteration 19Q (164078.670000 sec): 3 clusters
  Score: Raw -2001264.131454 + Penalty 4676.062980 = -1996588.068474
  nChanged 266
		SP:Iteration 20F (164078.920000 sec): 3 clusters
  Score: Raw -2001431.363620 + Penalty 4676.062980 = -1996755.300640
  nChanged 255
		SP:Iteration 21Q (164079.220000 sec): 3 clusters
  Score: Raw -2001588.168913 + Penalty 4676.062980 = -1996912.105933
  nChanged 220
		SP:Iteration 22Q (164079.470000 sec): 3 clusters
  Score: Raw -2001716.510597 + Penalty 4676.062980 = -1997040.447617
  nChanged 170
		SP:Iteration 23Q (164079.730000 sec): 3 clusters
  Score: Raw -2001823.118599 + Penalty 4676.062980 = -1997147.055619
  nChanged 142
		SP:Iteration 24Q (164079.980000 sec): 3 clusters
  Score: Raw -2001903.739517 + Penalty 4676.062980 = -1997227.676537
  nChanged 129
		SP:Iteration 25Q (164080.240000 sec): 3 clusters
  Score: Raw -2001976.760455 + Penalty 4676.062980 = -1997300.697475
  nChanged 102
		SP:Iteration 26Q (164080.500000 sec): 3 clusters
  Score: Raw -2002033.521310 + Penalty 4676.062980 = -1997357.458330
  nChanged 79
		SP:Iteration 27Q (164080.750000 sec): 3 clusters
  Score: Raw -2002075.969445 + Penalty 4676.062980 = -1997399.906465
  nChanged 63
		SP:Iteration 28Q (164081.010000 sec): 3 clusters
  Score: Raw -2002107.151478 + Penalty 4676.062980 = -1997431.088498
  nChanged 57
		SP:Iteration 29Q (164081.220000 sec): 3 clusters
  Score: Raw -2002134.490192 + Penalty 4676.062980 = -1997458.427212
  nChanged 42
		SP:Iteration 30Q (164081.470000 sec): 3 clusters
  Score: Raw -2002155.069542 + Penalty 4676.062980 = -1997479.006562
  nChanged 42
		SP:Iteration 31Q (164081.670000 sec): 3 clusters
  Score: Raw -2002179.077841 + Penalty 4676.062980 = -1997503.014861
  nChanged 41
		SP:Iteration 32Q (164081.900000 sec): 3 clusters
  Score: Raw -2002198.681866 + Penalty 4676.062980 = -1997522.618886
  nChanged 31
		SP:Iteration 33Q (164082.130000 sec): 3 clusters
  Score: Raw -2002210.190598 + Penalty 4676.062980 = -1997534.127618
  nChanged 20
		SP:Iteration 34Q (164082.390000 sec): 3 clusters
  Score: Raw -2002218.318314 + Penalty 4676.062980 = -1997542.255334
  nChanged 14
		SP:Iteration 35Q (164082.650000 sec): 3 clusters
  Score: Raw -2002225.386984 + Penalty 4676.062980 = -1997549.324004
  nChanged 12
		SP:Iteration 36Q (164082.910000 sec): 3 clusters
  Score: Raw -2002231.562459 + Penalty 4676.062980 = -1997555.499479
  nChanged 16
		SP:Iteration 37Q (164083.170000 sec): 3 clusters
  Score: Raw -2002238.013284 + Penalty 4676.062980 = -1997561.950304
  nChanged 15
		SP:Iteration 38Q (164083.430000 sec): 3 clusters
  Score: Raw -2002246.598378 + Penalty 4676.062980 = -1997570.535398
  nChanged 20
		SP:Iteration 39Q (164083.690000 sec): 3 clusters
  Score: Raw -2002255.412888 + Penalty 4676.062980 = -1997579.349909
  nChanged 11
		SP:Iteration 40F (164083.910000 sec): 3 clusters
  Score: Raw -2002260.458695 + Penalty 4676.062980 = -1997584.395715
  nChanged 14
		SP:Iteration 41Q (164084.170000 sec): 3 clusters
  Score: Raw -2002267.632369 + Penalty 4676.062980 = -1997591.569389
  nChanged 16
		SP:Iteration 42Q (164084.440000 sec): 3 clusters
  Score: Raw -2002275.301304 + Penalty 4676.062980 = -1997599.238324
  nChanged 16
		SP:Iteration 43Q (164084.690000 sec): 3 clusters
  Score: Raw -2002281.955874 + Penalty 4676.062980 = -1997605.892894
  nChanged 12
		SP:Iteration 44Q (164084.850000 sec): 3 clusters
  Score: Raw -2002286.342006 + Penalty 4676.062980 = -1997610.279026
  nChanged 7
		SP:Iteration 45Q (164085.090000 sec): 3 clusters
  Score: Raw -2002289.310845 + Penalty 4676.062980 = -1997613.247865
  nChanged 7
		SP:Iteration 46Q (164085.370000 sec): 3 clusters
  Score: Raw -2002291.858497 + Penalty 4676.062980 = -1997615.795517
  nChanged 4
		SP:Iteration 47Q (164085.590000 sec): 3 clusters
  Score: Raw -2002293.429815 + Penalty 4676.062980 = -1997617.366835
  nChanged 6
		SP:Iteration 48Q (164085.810000 sec): 3 clusters
  Score: Raw -2002295.914774 + Penalty 4676.062980 = -1997619.851794
  nChanged 3
		SP:Iteration 49Q (164086.080000 sec): 3 clusters
  Score: Raw -2002297.539588 + Penalty 4676.062980 = -1997621.476608
  nChanged 4
		SP:Iteration 50Q (164086.330000 sec): 3 clusters
  Score: Raw -2002299.798354 + Penalty 4676.062980 = -1997623.735374
  nChanged 5
		SP:Iteration 51Q (164086.590000 sec): 3 clusters
  Score: Raw -2002302.192499 + Penalty 4676.062980 = -1997626.129519
  nChanged 10
		SP:Iteration 52Q (164086.860000 sec): 3 clusters
  Score: Raw -2002305.421573 + Penalty 4676.062980 = -1997629.358593
  nChanged 12
		SP:Iteration 53Q (164087.110000 sec): 3 clusters
  Score: Raw -2002309.851843 + Penalty 4676.062980 = -1997633.788863
  nChanged 7
		SP:Iteration 54Q (164087.360000 sec): 3 clusters
  Score: Raw -2002313.828062 + Penalty 4676.062980 = -1997637.765082
  nChanged 9
		SP:Iteration 55Q (164087.560000 sec): 3 clusters
  Score: Raw -2002318.064579 + Penalty 4676.062980 = -1997642.001599
  nChanged 6
		SP:Iteration 56Q (164087.780000 sec): 3 clusters
  Score: Raw -2002321.268270 + Penalty 4676.062980 = -1997645.205290
  nChanged 6
		SP:Iteration 57Q (164087.990000 sec): 3 clusters
  Score: Raw -2002323.356780 + Penalty 4676.062980 = -1997647.293800
  nChanged 4
		SP:Iteration 58Q (164088.250000 sec): 3 clusters
  Score: Raw -2002325.028791 + Penalty 4676.062980 = -1997648.965811
  nChanged 4
		SP:Iteration 59Q (164088.510000 sec): 3 clusters
  Score: Raw -2002326.785807 + Penalty 4676.062980 = -1997650.722827
  nChanged 5
		SP:Iteration 60F (164088.730000 sec): 3 clusters
  Score: Raw -2002328.780790 + Penalty 4676.062980 = -1997652.717810
  nChanged 1
		SP:Iteration 61Q (164088.990000 sec): 3 clusters
  Score: Raw -2002328.961820 + Penalty 4676.062980 = -1997652.898840
  nChanged 1
		SP:Iteration 62Q (164089.240000 sec): 3 clusters
  Score: Raw -2002329.390940 + Penalty 4676.062980 = -1997653.327960
  nChanged 4
		SP:Iteration 63Q (164089.550000 sec): 3 clusters
  Score: Raw -2002330.829720 + Penalty 4676.062980 = -1997654.766740
  nChanged 1
		SP:Iteration 64Q (164089.770000 sec): 3 clusters
  Score: Raw -2002331.331180 + Penalty 4676.062980 = -1997655.268200
  nChanged 0
		SP:Iteration 65F (164090.040000 sec): 3 clusters
  Score: Raw -2002331.331180 + Penalty 4676.062980 = -1997655.268200
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 53 (3450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164090.150000 sec): 2 clusters
  Score: Raw -468720.410918 + Penalty 2020.240118 = -466700.170799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164090.330000 sec): 3 clusters
  Score: Raw -467332.535346 + Penalty 4040.480237 = -463292.055109
  nChanged 1262
		SP:Iteration 1F (164090.520000 sec): 3 clusters
  Score: Raw -468424.510772 + Penalty 4040.480237 = -464384.030535
  nChanged 400
		SP:Iteration 2F (164090.720000 sec): 3 clusters
  Score: Raw -468969.361640 + Penalty 4040.480237 = -464928.881403
  nChanged 295
		SP:Iteration 3F (164090.870000 sec): 3 clusters
  Score: Raw -469378.312297 + Penalty 4040.480237 = -465337.832060
  nChanged 202
		SP:Iteration 4F (164091.050000 sec): 3 clusters
  Score: Raw -469644.982178 + Penalty 4040.480237 = -465604.501941
  nChanged 169
		SP:Iteration 5Q (164091.220000 sec): 3 clusters
  Score: Raw -469836.356677 + Penalty 4040.480237 = -465795.876440
  nChanged 120
		SP:Iteration 6Q (164091.370000 sec): 3 clusters
  Score: Raw -469951.402224 + Penalty 4040.480237 = -465910.921987
  nChanged 95
		SP:Iteration 7Q (164091.500000 sec): 3 clusters
  Score: Raw -470043.107243 + Penalty 4040.480237 = -466002.627006
  nChanged 77
		SP:Iteration 8Q (164091.570000 sec): 3 clusters
  Score: Raw -470114.126741 + Penalty 4040.480237 = -466073.646504
  nChanged 58
		SP:Iteration 9Q (164091.770000 sec): 3 clusters
  Score: Raw -470167.914000 + Penalty 4040.480237 = -466127.433763
  nChanged 70
		SP:Iteration 10Q (164091.950000 sec): 3 clusters
  Score: Raw -470239.510231 + Penalty 4040.480237 = -466199.029994
  nChanged 62
		SP:Iteration 11Q (164092.120000 sec): 3 clusters
  Score: Raw -470290.683599 + Penalty 4040.480237 = -466250.203362
  nChanged 40
		SP:Iteration 12Q (164092.310000 sec): 3 clusters
  Score: Raw -470318.244973 + Penalty 4040.480237 = -466277.764736
  nChanged 29
		SP:Iteration 13Q (164092.450000 sec): 3 clusters
  Score: Raw -470333.147875 + Penalty 4040.480237 = -466292.667638
  nChanged 18
		SP:Iteration 14Q (164092.620000 sec): 3 clusters
  Score: Raw -470341.222557 + Penalty 4040.480237 = -466300.742320
  nChanged 7
		SP:Iteration 15Q (164092.800000 sec): 3 clusters
  Score: Raw -470345.622187 + Penalty 4040.480237 = -466305.141950
  nChanged 4
		SP:Iteration 16Q (164092.970000 sec): 3 clusters
  Score: Raw -470347.645848 + Penalty 4040.480237 = -466307.165611
  nChanged 3
		SP:Iteration 17Q (164093.140000 sec): 3 clusters
  Score: Raw -470348.534442 + Penalty 4040.480237 = -466308.054205
  nChanged 2
		SP:Iteration 18Q (164093.320000 sec): 3 clusters
  Score: Raw -470349.123475 + Penalty 4040.480237 = -466308.643238
  nChanged 1
		SP:Iteration 19Q (164093.490000 sec): 3 clusters
  Score: Raw -470349.477246 + Penalty 4040.480237 = -466308.997009
  nChanged 1
		SP:Iteration 20F (164093.660000 sec): 3 clusters
  Score: Raw -470350.281128 + Penalty 4040.480237 = -466309.800891
  nChanged 2
		SP:Iteration 21Q (164093.840000 sec): 3 clusters
  Score: Raw -470351.183928 + Penalty 4040.480237 = -466310.703691
  nChanged 2
		SP:Iteration 22Q (164094.010000 sec): 3 clusters
  Score: Raw -470352.444769 + Penalty 4040.480237 = -466311.964532
  nChanged 3
		SP:Iteration 23Q (164094.200000 sec): 3 clusters
  Score: Raw -470354.159603 + Penalty 4040.480237 = -466313.679366
  nChanged 3
		SP:Iteration 24Q (164094.400000 sec): 3 clusters
  Score: Raw -470355.035420 + Penalty 4040.480237 = -466314.555183
  nChanged 1
		SP:Iteration 25Q (164094.570000 sec): 3 clusters
  Score: Raw -470355.367131 + Penalty 4040.480237 = -466314.886894
  nChanged 0
		SP:Iteration 26F (164094.750000 sec): 3 clusters
  Score: Raw -470355.367131 + Penalty 4040.480237 = -466314.886894
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 54 (3338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164094.880000 sec): 2 clusters
  Score: Raw -490756.403513 + Penalty 2012.055522 = -488744.347991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164095.080000 sec): 3 clusters
  Score: Raw -489416.306413 + Penalty 4024.111044 = -485392.195369
  nChanged 1160
		SP:Iteration 1F (164095.240000 sec): 3 clusters
  Score: Raw -490405.443732 + Penalty 4024.111044 = -486381.332689
  nChanged 351
		SP:Iteration 2F (164095.390000 sec): 3 clusters
  Score: Raw -490913.497947 + Penalty 4024.111044 = -486889.386904
  nChanged 296
		SP:Iteration 3F (164095.550000 sec): 3 clusters
  Score: Raw -491262.896657 + Penalty 4024.111044 = -487238.785613
  nChanged 185
		SP:Iteration 4F (164095.740000 sec): 3 clusters
  Score: Raw -491453.808787 + Penalty 4024.111044 = -487429.697743
  nChanged 145
		SP:Iteration 5Q (164095.880000 sec): 3 clusters
  Score: Raw -491580.670069 + Penalty 4024.111044 = -487556.559025
  nChanged 104
		SP:Iteration 6Q (164096.030000 sec): 3 clusters
  Score: Raw -491650.386617 + Penalty 4024.111044 = -487626.275573
  nChanged 63
		SP:Iteration 7Q (164096.200000 sec): 3 clusters
  Score: Raw -491692.625388 + Penalty 4024.111044 = -487668.514345
  nChanged 53
		SP:Iteration 8Q (164096.380000 sec): 3 clusters
  Score: Raw -491728.070460 + Penalty 4024.111044 = -487703.959416
  nChanged 34
		SP:Iteration 9Q (164096.560000 sec): 3 clusters
  Score: Raw -491754.452840 + Penalty 4024.111044 = -487730.341797
  nChanged 36
		SP:Iteration 10Q (164096.730000 sec): 3 clusters
  Score: Raw -491779.543325 + Penalty 4024.111044 = -487755.432282
  nChanged 32
		SP:Iteration 11Q (164096.910000 sec): 3 clusters
  Score: Raw -491797.794009 + Penalty 4024.111044 = -487773.682965
  nChanged 23
		SP:Iteration 12Q (164097.080000 sec): 3 clusters
  Score: Raw -491811.538096 + Penalty 4024.111044 = -487787.427052
  nChanged 20
		SP:Iteration 13Q (164097.260000 sec): 3 clusters
  Score: Raw -491822.138194 + Penalty 4024.111044 = -487798.027151
  nChanged 13
		SP:Iteration 14Q (164097.440000 sec): 3 clusters
  Score: Raw -491832.237632 + Penalty 4024.111044 = -487808.126588
  nChanged 15
		SP:Iteration 15Q (164097.610000 sec): 3 clusters
  Score: Raw -491842.951749 + Penalty 4024.111044 = -487818.840705
  nChanged 12
		SP:Iteration 16Q (164097.780000 sec): 3 clusters
  Score: Raw -491852.558796 + Penalty 4024.111044 = -487828.447752
  nChanged 10
		SP:Iteration 17Q (164097.960000 sec): 3 clusters
  Score: Raw -491859.161420 + Penalty 4024.111044 = -487835.050376
  nChanged 8
		SP:Iteration 18Q (164098.140000 sec): 3 clusters
  Score: Raw -491862.529060 + Penalty 4024.111044 = -487838.418016
  nChanged 4
		SP:Iteration 19Q (164098.310000 sec): 3 clusters
  Score: Raw -491864.119841 + Penalty 4024.111044 = -487840.008797
  nChanged 6
		SP:Iteration 20F (164098.490000 sec): 3 clusters
  Score: Raw -491865.727654 + Penalty 4024.111044 = -487841.616611
  nChanged 3
		SP:Iteration 21Q (164098.660000 sec): 3 clusters
  Score: Raw -491868.352484 + Penalty 4024.111044 = -487844.241441
  nChanged 2
		SP:Iteration 22Q (164098.840000 sec): 3 clusters
  Score: Raw -491870.756348 + Penalty 4024.111044 = -487846.645305
  nChanged 3
		SP:Iteration 23Q (164099.020000 sec): 3 clusters
  Score: Raw -491871.645914 + Penalty 4024.111044 = -487847.534870
  nChanged 0
		SP:Iteration 24F (164099.190000 sec): 3 clusters
  Score: Raw -491871.645914 + Penalty 4024.111044 = -487847.534870
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 55 (5676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164099.300000 sec): 2 clusters
  Score: Raw -914260.975779 + Penalty 2143.712505 = -912117.263274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164099.540000 sec): 3 clusters
  Score: Raw -911474.715774 + Penalty 4287.425011 = -907187.290763
  nChanged 2184
		SP:Iteration 1F (164099.730000 sec): 3 clusters
  Score: Raw -912808.485726 + Penalty 4287.425011 = -908521.060715
  nChanged 468
		SP:Iteration 2F (164099.970000 sec): 3 clusters
  Score: Raw -913110.746075 + Penalty 4287.425011 = -908823.321064
  nChanged 331
		SP:Iteration 3F (164100.160000 sec): 3 clusters
  Score: Raw -913307.473284 + Penalty 4287.425011 = -909020.048273
  nChanged 268
		SP:Iteration 4Q (164100.360000 sec): 3 clusters
  Score: Raw -913487.070099 + Penalty 4287.425011 = -909199.645088
  nChanged 248
		SP:Iteration 5Q (164100.560000 sec): 3 clusters
  Score: Raw -913644.866321 + Penalty 4287.425011 = -909357.441310
  nChanged 233
		SP:Iteration 6Q (164100.760000 sec): 3 clusters
  Score: Raw -913800.009407 + Penalty 4287.425011 = -909512.584396
  nChanged 210
		SP:Iteration 7Q (164100.950000 sec): 3 clusters
  Score: Raw -913926.883277 + Penalty 4287.425011 = -909639.458266
  nChanged 175
		SP:Iteration 8Q (164101.150000 sec): 3 clusters
  Score: Raw -914029.717403 + Penalty 4287.425011 = -909742.292392
  nChanged 148
		SP:Iteration 9Q (164101.340000 sec): 3 clusters
  Score: Raw -914107.204552 + Penalty 4287.425011 = -909819.779541
  nChanged 120
		SP:Iteration 10Q (164101.540000 sec): 3 clusters
  Score: Raw -914169.779169 + Penalty 4287.425011 = -909882.354158
  nChanged 104
		SP:Iteration 11Q (164101.740000 sec): 3 clusters
  Score: Raw -914218.427398 + Penalty 4287.425011 = -909931.002387
  nChanged 96
		SP:Iteration 12Q (164101.940000 sec): 3 clusters
  Score: Raw -914263.155418 + Penalty 4287.425011 = -909975.730407
  nChanged 59
		SP:Iteration 13Q (164102.130000 sec): 3 clusters
  Score: Raw -914286.533651 + Penalty 4287.425011 = -909999.108640
  nChanged 48
		SP:Iteration 14Q (164102.310000 sec): 3 clusters
  Score: Raw -914308.767253 + Penalty 4287.425011 = -910021.342242
  nChanged 45
		SP:Iteration 15Q (164102.520000 sec): 3 clusters
  Score: Raw -914330.386195 + Penalty 4287.425011 = -910042.961184
  nChanged 31
		SP:Iteration 16Q (164102.720000 sec): 3 clusters
  Score: Raw -914340.990787 + Penalty 4287.425011 = -910053.565776
  nChanged 28
		SP:Iteration 17Q (164102.920000 sec): 3 clusters
  Score: Raw -914352.814779 + Penalty 4287.425011 = -910065.389768
  nChanged 26
		SP:Iteration 18Q (164103.120000 sec): 3 clusters
  Score: Raw -914362.126560 + Penalty 4287.425011 = -910074.701549
  nChanged 17
		SP:Iteration 19Q (164103.300000 sec): 3 clusters
  Score: Raw -914371.313172 + Penalty 4287.425011 = -910083.888161
  nChanged 21
		SP:Iteration 20F (164103.470000 sec): 3 clusters
  Score: Raw -914378.886333 + Penalty 4287.425011 = -910091.461322
  nChanged 19
		SP:Iteration 21Q (164103.610000 sec): 3 clusters
  Score: Raw -914385.084613 + Penalty 4287.425011 = -910097.659602
  nChanged 15
		SP:Iteration 22Q (164103.810000 sec): 3 clusters
  Score: Raw -914389.008852 + Penalty 4287.425011 = -910101.583841
  nChanged 14
		SP:Iteration 23Q (164104.000000 sec): 3 clusters
  Score: Raw -914392.544592 + Penalty 4287.425011 = -910105.119581
  nChanged 9
		SP:Iteration 24Q (164104.160000 sec): 3 clusters
  Score: Raw -914394.547900 + Penalty 4287.425011 = -910107.122889
  nChanged 3
		SP:Iteration 25Q (164104.360000 sec): 3 clusters
  Score: Raw -914394.909180 + Penalty 4287.425011 = -910107.484169
  nChanged 2
		SP:Iteration 26Q (164104.550000 sec): 3 clusters
  Score: Raw -914395.620784 + Penalty 4287.425011 = -910108.195773
  nChanged 1
		SP:Iteration 27Q (164104.750000 sec): 3 clusters
  Score: Raw -914395.911687 + Penalty 4287.425011 = -910108.486676
  nChanged 1
		SP:Iteration 28Q (164104.950000 sec): 3 clusters
  Score: Raw -914396.329887 + Penalty 4287.425011 = -910108.904876
  nChanged 0
		SP:Iteration 29F (164105.150000 sec): 3 clusters
  Score: Raw -914396.329887 + Penalty 4287.425011 = -910108.904876
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 56 (51435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164105.520000 sec): 2 clusters
  Score: Raw -7750639.863456 + Penalty 2690.322390 = -7747949.541066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164105.940000 sec): 3 clusters
  Score: Raw -7718752.238642 + Penalty 5380.644780 = -7713371.593861
  nChanged 23938
		SP:Iteration 1F (164106.460000 sec): 3 clusters
  Score: Raw -7733132.682837 + Penalty 5380.644780 = -7727752.038057
  nChanged 3014
		SP:Iteration 2F (164107.040000 sec): 3 clusters
  Score: Raw -7734589.713625 + Penalty 5380.644780 = -7729209.068844
  nChanged 3019
		SP:Iteration 3F (164107.650000 sec): 3 clusters
  Score: Raw -7736054.210126 + Penalty 5380.644780 = -7730673.565346
  nChanged 2898
		SP:Iteration 4F (164108.160000 sec): 3 clusters
  Score: Raw -7737472.020091 + Penalty 5380.644780 = -7732091.375310
  nChanged 2833
		SP:Iteration 5F (164108.680000 sec): 3 clusters
  Score: Raw -7738833.710493 + Penalty 5380.644780 = -7733453.065713
  nChanged 2652
		SP:Iteration 6F (164109.260000 sec): 3 clusters
  Score: Raw -7740108.272037 + Penalty 5380.644780 = -7734727.627257
  nChanged 2488
		SP:Iteration 7Q (164109.860000 sec): 3 clusters
  Score: Raw -7741363.424636 + Penalty 5380.644780 = -7735982.779856
  nChanged 2367
		SP:Iteration 8Q (164110.380000 sec): 3 clusters
  Score: Raw -7742668.925894 + Penalty 5380.644780 = -7737288.281114
  nChanged 2348
		SP:Iteration 9Q (164110.840000 sec): 3 clusters
  Score: Raw -7744049.045681 + Penalty 5380.644780 = -7738668.400901
  nChanged 2339
		SP:Iteration 10Q (164111.460000 sec): 3 clusters
  Score: Raw -7745495.854948 + Penalty 5380.644780 = -7740115.210168
  nChanged 2192
		SP:Iteration 11Q (164112.070000 sec): 3 clusters
  Score: Raw -7746920.165287 + Penalty 5380.644780 = -7741539.520507
  nChanged 1903
		SP:Iteration 12Q (164112.690000 sec): 3 clusters
  Score: Raw -7748208.177041 + Penalty 5380.644780 = -7742827.532261
  nChanged 1557
		SP:Iteration 13Q (164113.200000 sec): 3 clusters
  Score: Raw -7749299.385640 + Penalty 5380.644780 = -7743918.740860
  nChanged 1208
		SP:Iteration 14Q (164113.780000 sec): 3 clusters
  Score: Raw -7750141.152166 + Penalty 5380.644780 = -7744760.507386
  nChanged 825
		SP:Iteration 15Q (164114.340000 sec): 3 clusters
  Score: Raw -7750714.429411 + Penalty 5380.644780 = -7745333.784631
  nChanged 565
		SP:Iteration 16Q (164114.840000 sec): 3 clusters
  Score: Raw -7751055.146683 + Penalty 5380.644780 = -7745674.501903
  nChanged 367
		SP:Iteration 17Q (164115.370000 sec): 3 clusters
  Score: Raw -7751249.041873 + Penalty 5380.644780 = -7745868.397093
  nChanged 255
		SP:Iteration 18Q (164115.910000 sec): 3 clusters
  Score: Raw -7751392.312651 + Penalty 5380.644780 = -7746011.667870
  nChanged 200
		SP:Iteration 19Q (164116.430000 sec): 3 clusters
  Score: Raw -7751490.059769 + Penalty 5380.644780 = -7746109.414988
  nChanged 136
		SP:Iteration 20F (164116.910000 sec): 3 clusters
  Score: Raw -7751548.961746 + Penalty 5380.644780 = -7746168.316966
  nChanged 104
		SP:Iteration 21Q (164117.430000 sec): 3 clusters
  Score: Raw -7751594.338380 + Penalty 5380.644780 = -7746213.693600
  nChanged 88
		SP:Iteration 22Q (164117.950000 sec): 3 clusters
  Score: Raw -7751630.490841 + Penalty 5380.644780 = -7746249.846061
  nChanged 59
		SP:Iteration 23Q (164118.490000 sec): 3 clusters
  Score: Raw -7751647.988826 + Penalty 5380.644780 = -7746267.344046
  nChanged 50
		SP:Iteration 24Q (164118.890000 sec): 3 clusters
  Score: Raw -7751665.726724 + Penalty 5380.644780 = -7746285.081944
  nChanged 44
		SP:Iteration 25Q (164119.390000 sec): 3 clusters
  Score: Raw -7751681.879207 + Penalty 5380.644780 = -7746301.234427
  nChanged 36
		SP:Iteration 26Q (164119.940000 sec): 3 clusters
  Score: Raw -7751693.736847 + Penalty 5380.644780 = -7746313.092067
  nChanged 27
		SP:Iteration 27Q (164120.470000 sec): 3 clusters
  Score: Raw -7751702.329850 + Penalty 5380.644780 = -7746321.685070
  nChanged 21
		SP:Iteration 28Q (164120.990000 sec): 3 clusters
  Score: Raw -7751708.639757 + Penalty 5380.644780 = -7746327.994977
  nChanged 20
		SP:Iteration 29Q (164121.420000 sec): 3 clusters
  Score: Raw -7751714.922246 + Penalty 5380.644780 = -7746334.277466
  nChanged 20
		SP:Iteration 30Q (164121.930000 sec): 3 clusters
  Score: Raw -7751722.371086 + Penalty 5380.644780 = -7746341.726306
  nChanged 20
		SP:Iteration 31Q (164122.450000 sec): 3 clusters
  Score: Raw -7751732.298447 + Penalty 5380.644780 = -7746351.653666
  nChanged 29
		SP:Iteration 32Q (164123.020000 sec): 3 clusters
  Score: Raw -7751748.138100 + Penalty 5380.644780 = -7746367.493319
  nChanged 40
		SP:Iteration 33Q (164123.500000 sec): 3 clusters
  Score: Raw -7751768.225278 + Penalty 5380.644780 = -7746387.580498
  nChanged 33
		SP:Iteration 34Q (164123.980000 sec): 3 clusters
  Score: Raw -7751785.792434 + Penalty 5380.644780 = -7746405.147653
  nChanged 24
		SP:Iteration 35Q (164124.490000 sec): 3 clusters
  Score: Raw -7751797.957584 + Penalty 5380.644780 = -7746417.312804
  nChanged 28
		SP:Iteration 36Q (164125.020000 sec): 3 clusters
  Score: Raw -7751808.581615 + Penalty 5380.644780 = -7746427.936835
  nChanged 25
		SP:Iteration 37Q (164125.470000 sec): 3 clusters
  Score: Raw -7751817.585080 + Penalty 5380.644780 = -7746436.940300
  nChanged 9
		SP:Iteration 38Q (164125.890000 sec): 3 clusters
  Score: Raw -7751819.739333 + Penalty 5380.644780 = -7746439.094553
  nChanged 7
		SP:Iteration 39Q (164126.410000 sec): 3 clusters
  Score: Raw -7751822.151173 + Penalty 5380.644780 = -7746441.506393
  nChanged 6
		SP:Iteration 40F (164126.980000 sec): 3 clusters
  Score: Raw -7751824.291811 + Penalty 5380.644780 = -7746443.647031
  nChanged 6
		SP:Iteration 41Q (164127.510000 sec): 3 clusters
  Score: Raw -7751825.789117 + Penalty 5380.644780 = -7746445.144337
  nChanged 3
		SP:Iteration 42Q (164127.920000 sec): 3 clusters
  Score: Raw -7751826.458123 + Penalty 5380.644780 = -7746445.813342
  nChanged 2
		SP:Iteration 43Q (164128.470000 sec): 3 clusters
  Score: Raw -7751826.840692 + Penalty 5380.644780 = -7746446.195911
  nChanged 1
		SP:Iteration 44Q (164129.030000 sec): 3 clusters
  Score: Raw -7751826.913410 + Penalty 5380.644780 = -7746446.268629
  nChanged 0
		SP:Iteration 45F (164129.620000 sec): 3 clusters
  Score: Raw -7751826.913410 + Penalty 5380.644780 = -7746446.268629
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 57 (12279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164129.770000 sec): 2 clusters
  Score: Raw -1941788.171018 + Penalty 2335.080150 = -1939453.090868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164130.020000 sec): 3 clusters
  Score: Raw -1934993.837692 + Penalty 4670.160300 = -1930323.677392
  nChanged 5184
		SP:Iteration 1F (164130.230000 sec): 3 clusters
  Score: Raw -1937823.797591 + Penalty 4670.160300 = -1933153.637292
  nChanged 826
		SP:Iteration 2F (164130.440000 sec): 3 clusters
  Score: Raw -1938378.004949 + Penalty 4670.160300 = -1933707.844650
  nChanged 790
		SP:Iteration 3F (164130.730000 sec): 3 clusters
  Score: Raw -1939043.393440 + Penalty 4670.160300 = -1934373.233141
  nChanged 815
		SP:Iteration 4F (164130.970000 sec): 3 clusters
  Score: Raw -1939755.258866 + Penalty 4670.160300 = -1935085.098566
  nChanged 838
		SP:Iteration 5F (164131.220000 sec): 3 clusters
  Score: Raw -1940461.872905 + Penalty 4670.160300 = -1935791.712605
  nChanged 783
		SP:Iteration 6F (164131.500000 sec): 3 clusters
  Score: Raw -1941069.438114 + Penalty 4670.160300 = -1936399.277814
  nChanged 688
		SP:Iteration 7F (164131.770000 sec): 3 clusters
  Score: Raw -1941571.831077 + Penalty 4670.160300 = -1936901.670777
  nChanged 635
		SP:Iteration 8F (164132.070000 sec): 3 clusters
  Score: Raw -1941957.398509 + Penalty 4670.160300 = -1937287.238210
  nChanged 509
		SP:Iteration 9Q (164132.370000 sec): 3 clusters
  Score: Raw -1942235.256454 + Penalty 4670.160300 = -1937565.096154
  nChanged 383
		SP:Iteration 10Q (164132.670000 sec): 3 clusters
  Score: Raw -1942411.229067 + Penalty 4670.160300 = -1937741.068767
  nChanged 314
		SP:Iteration 11Q (164132.970000 sec): 3 clusters
  Score: Raw -1942541.330369 + Penalty 4670.160300 = -1937871.170069
  nChanged 249
		SP:Iteration 12Q (164133.160000 sec): 3 clusters
  Score: Raw -1942638.880565 + Penalty 4670.160300 = -1937968.720265
  nChanged 208
		SP:Iteration 13Q (164133.330000 sec): 3 clusters
  Score: Raw -1942710.835448 + Penalty 4670.160300 = -1938040.675149
  nChanged 188
		SP:Iteration 14Q (164133.590000 sec): 3 clusters
  Score: Raw -1942777.297455 + Penalty 4670.160300 = -1938107.137156
  nChanged 172
		SP:Iteration 15Q (164133.730000 sec): 3 clusters
  Score: Raw -1942832.327241 + Penalty 4670.160300 = -1938162.166941
  nChanged 145
		SP:Iteration 16Q (164133.890000 sec): 3 clusters
  Score: Raw -1942881.611626 + Penalty 4670.160300 = -1938211.451326
  nChanged 141
		SP:Iteration 17Q (164134.180000 sec): 3 clusters
  Score: Raw -1942926.451620 + Penalty 4670.160300 = -1938256.291320
  nChanged 127
		SP:Iteration 18Q (164134.440000 sec): 3 clusters
  Score: Raw -1942971.802937 + Penalty 4670.160300 = -1938301.642637
  nChanged 135
		SP:Iteration 19Q (164134.700000 sec): 3 clusters
  Score: Raw -1943021.323763 + Penalty 4670.160300 = -1938351.163464
  nChanged 142
		SP:Iteration 20F (164134.950000 sec): 3 clusters
  Score: Raw -1943073.170125 + Penalty 4670.160300 = -1938403.009825
  nChanged 146
		SP:Iteration 21Q (164135.210000 sec): 3 clusters
  Score: Raw -1943134.126646 + Penalty 4670.160300 = -1938463.966346
  nChanged 137
		SP:Iteration 22Q (164135.480000 sec): 3 clusters
  Score: Raw -1943184.745621 + Penalty 4670.160300 = -1938514.585321
  nChanged 112
		SP:Iteration 23Q (164135.690000 sec): 3 clusters
  Score: Raw -1943218.537119 + Penalty 4670.160300 = -1938548.376819
  nChanged 77
		SP:Iteration 24Q (164135.950000 sec): 3 clusters
  Score: Raw -1943242.398323 + Penalty 4670.160300 = -1938572.238023
  nChanged 79
		SP:Iteration 25Q (164136.170000 sec): 3 clusters
  Score: Raw -1943264.179120 + Penalty 4670.160300 = -1938594.018820
  nChanged 63
		SP:Iteration 26Q (164136.390000 sec): 3 clusters
  Score: Raw -1943279.438591 + Penalty 4670.160300 = -1938609.278291
  nChanged 59
		SP:Iteration 27Q (164136.590000 sec): 3 clusters
  Score: Raw -1943300.723555 + Penalty 4670.160300 = -1938630.563255
  nChanged 59
		SP:Iteration 28Q (164136.810000 sec): 3 clusters
  Score: Raw -1943324.757817 + Penalty 4670.160300 = -1938654.597518
  nChanged 75
		SP:Iteration 29Q (164137.030000 sec): 3 clusters
  Score: Raw -1943360.908389 + Penalty 4670.160300 = -1938690.748090
  nChanged 78
		SP:Iteration 30Q (164137.210000 sec): 3 clusters
  Score: Raw -1943397.970154 + Penalty 4670.160300 = -1938727.809855
  nChanged 73
		SP:Iteration 31Q (164137.510000 sec): 3 clusters
  Score: Raw -1943430.194344 + Penalty 4670.160300 = -1938760.034044
  nChanged 77
		SP:Iteration 32Q (164137.730000 sec): 3 clusters
  Score: Raw -1943464.361952 + Penalty 4670.160300 = -1938794.201653
  nChanged 65
		SP:Iteration 33Q (164137.990000 sec): 3 clusters
  Score: Raw -1943498.618477 + Penalty 4670.160300 = -1938828.458178
  nChanged 78
		SP:Iteration 34Q (164138.250000 sec): 3 clusters
  Score: Raw -1943537.316303 + Penalty 4670.160300 = -1938867.156003
  nChanged 74
		SP:Iteration 35Q (164138.460000 sec): 3 clusters
  Score: Raw -1943575.224958 + Penalty 4670.160300 = -1938905.064658
  nChanged 73
		SP:Iteration 36Q (164138.720000 sec): 3 clusters
  Score: Raw -1943613.878869 + Penalty 4670.160300 = -1938943.718570
  nChanged 67
		SP:Iteration 37Q (164138.940000 sec): 3 clusters
  Score: Raw -1943638.494547 + Penalty 4670.160300 = -1938968.334247
  nChanged 45
		SP:Iteration 38Q (164139.200000 sec): 3 clusters
  Score: Raw -1943651.398521 + Penalty 4670.160300 = -1938981.238221
  nChanged 46
		SP:Iteration 39Q (164139.460000 sec): 3 clusters
  Score: Raw -1943663.127665 + Penalty 4670.160300 = -1938992.967366
  nChanged 43
		SP:Iteration 40F (164139.720000 sec): 3 clusters
  Score: Raw -1943672.574069 + Penalty 4670.160300 = -1939002.413770
  nChanged 37
		SP:Iteration 41Q (164139.990000 sec): 3 clusters
  Score: Raw -1943681.029270 + Penalty 4670.160300 = -1939010.868971
  nChanged 24
		SP:Iteration 42Q (164140.180000 sec): 3 clusters
  Score: Raw -1943685.946100 + Penalty 4670.160300 = -1939015.785801
  nChanged 23
		SP:Iteration 43Q (164140.450000 sec): 3 clusters
  Score: Raw -1943691.869434 + Penalty 4670.160300 = -1939021.709135
  nChanged 24
		SP:Iteration 44Q (164140.710000 sec): 3 clusters
  Score: Raw -1943697.485146 + Penalty 4670.160300 = -1939027.324846
  nChanged 24
		SP:Iteration 45Q (164140.970000 sec): 3 clusters
  Score: Raw -1943701.644867 + Penalty 4670.160300 = -1939031.484567
  nChanged 16
		SP:Iteration 46Q (164141.230000 sec): 3 clusters
  Score: Raw -1943704.073762 + Penalty 4670.160300 = -1939033.913462
  nChanged 9
		SP:Iteration 47Q (164141.490000 sec): 3 clusters
  Score: Raw -1943705.324756 + Penalty 4670.160300 = -1939035.164456
  nChanged 12
		SP:Iteration 48Q (164141.750000 sec): 3 clusters
  Score: Raw -1943706.741337 + Penalty 4670.160300 = -1939036.581037
  nChanged 17
		SP:Iteration 49Q (164142.010000 sec): 3 clusters
  Score: Raw -1943711.146732 + Penalty 4670.160300 = -1939040.986433
  nChanged 24
		SP:Iteration 50Q (164142.230000 sec): 3 clusters
  Score: Raw -1943716.380704 + Penalty 4670.160300 = -1939046.220405
  nChanged 26
		SP:Iteration 51Q (164142.490000 sec): 3 clusters
  Score: Raw -1943721.280611 + Penalty 4670.160300 = -1939051.120312
  nChanged 16
		SP:Iteration 52Q (164142.750000 sec): 3 clusters
  Score: Raw -1943723.810178 + Penalty 4670.160300 = -1939053.649878
  nChanged 7
		SP:Iteration 53Q (164142.990000 sec): 3 clusters
  Score: Raw -1943725.023408 + Penalty 4670.160300 = -1939054.863108
  nChanged 8
		SP:Iteration 54Q (164143.190000 sec): 3 clusters
  Score: Raw -1943726.078108 + Penalty 4670.160300 = -1939055.917808
  nChanged 12
		SP:Iteration 55Q (164143.410000 sec): 3 clusters
  Score: Raw -1943727.513087 + Penalty 4670.160300 = -1939057.352787
  nChanged 7
		SP:Iteration 56Q (164143.660000 sec): 3 clusters
  Score: Raw -1943728.300293 + Penalty 4670.160300 = -1939058.139994
  nChanged 9
		SP:Iteration 57Q (164143.910000 sec): 3 clusters
  Score: Raw -1943729.590655 + Penalty 4670.160300 = -1939059.430356
  nChanged 8
		SP:Iteration 58Q (164144.170000 sec): 3 clusters
  Score: Raw -1943730.934817 + Penalty 4670.160300 = -1939060.774518
  nChanged 8
		SP:Iteration 59Q (164144.420000 sec): 3 clusters
  Score: Raw -1943732.370883 + Penalty 4670.160300 = -1939062.210583
  nChanged 8
		SP:Iteration 60F (164144.720000 sec): 3 clusters
  Score: Raw -1943733.687752 + Penalty 4670.160300 = -1939063.527452
  nChanged 6
		SP:Iteration 61Q (164144.980000 sec): 3 clusters
  Score: Raw -1943734.848408 + Penalty 4670.160300 = -1939064.688108
  nChanged 7
		SP:Iteration 62Q (164145.240000 sec): 3 clusters
  Score: Raw -1943735.880824 + Penalty 4670.160300 = -1939065.720524
  nChanged 6
		SP:Iteration 63Q (164145.500000 sec): 3 clusters
  Score: Raw -1943737.040375 + Penalty 4670.160300 = -1939066.880076
  nChanged 8
		SP:Iteration 64Q (164145.760000 sec): 3 clusters
  Score: Raw -1943738.154296 + Penalty 4670.160300 = -1939067.993997
  nChanged 6
		SP:Iteration 65Q (164146.010000 sec): 3 clusters
  Score: Raw -1943738.962018 + Penalty 4670.160300 = -1939068.801718
  nChanged 4
		SP:Iteration 66Q (164146.250000 sec): 3 clusters
  Score: Raw -1943739.460950 + Penalty 4670.160300 = -1939069.300650
  nChanged 2
		SP:Iteration 67Q (164146.450000 sec): 3 clusters
  Score: Raw -1943739.633306 + Penalty 4670.160300 = -1939069.473006
  nChanged 0
		SP:Iteration 68F (164146.750000 sec): 3 clusters
  Score: Raw -1943739.633306 + Penalty 4670.160300 = -1939069.473006
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 58 (17693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164146.960000 sec): 2 clusters
  Score: Raw -2751405.553247 + Penalty 2425.669241 = -2748979.884005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164147.280000 sec): 3 clusters
  Score: Raw -2741341.720974 + Penalty 4851.338483 = -2736490.382492
  nChanged 7676
		SP:Iteration 1F (164147.610000 sec): 3 clusters
  Score: Raw -2745777.871692 + Penalty 4851.338483 = -2740926.533210
  nChanged 1185
		SP:Iteration 2F (164147.930000 sec): 3 clusters
  Score: Raw -2746345.371420 + Penalty 4851.338483 = -2741494.032938
  nChanged 971
		SP:Iteration 3F (164148.260000 sec): 3 clusters
  Score: Raw -2746780.469093 + Penalty 4851.338483 = -2741929.130611
  nChanged 876
		SP:Iteration 4Q (164148.580000 sec): 3 clusters
  Score: Raw -2747203.225027 + Penalty 4851.338483 = -2742351.886544
  nChanged 857
		SP:Iteration 5Q (164148.890000 sec): 3 clusters
  Score: Raw -2747632.911540 + Penalty 4851.338483 = -2742781.573058
  nChanged 761
		SP:Iteration 6Q (164149.220000 sec): 3 clusters
  Score: Raw -2747998.383843 + Penalty 4851.338483 = -2743147.045360
  nChanged 728
		SP:Iteration 7Q (164149.510000 sec): 3 clusters
  Score: Raw -2748343.842478 + Penalty 4851.338483 = -2743492.503995
  nChanged 683
		SP:Iteration 8Q (164149.830000 sec): 3 clusters
  Score: Raw -2748711.671094 + Penalty 4851.338483 = -2743860.332611
  nChanged 710
		SP:Iteration 9Q (164150.160000 sec): 3 clusters
  Score: Raw -2749156.947998 + Penalty 4851.338483 = -2744305.609516
  nChanged 747
		SP:Iteration 10Q (164150.490000 sec): 3 clusters
  Score: Raw -2749643.583728 + Penalty 4851.338483 = -2744792.245246
  nChanged 786
		SP:Iteration 11Q (164150.810000 sec): 3 clusters
  Score: Raw -2750190.126320 + Penalty 4851.338483 = -2745338.787838
  nChanged 725
		SP:Iteration 12Q (164151.140000 sec): 3 clusters
  Score: Raw -2750633.270132 + Penalty 4851.338483 = -2745781.931650
  nChanged 649
		SP:Iteration 13Q (164151.470000 sec): 3 clusters
  Score: Raw -2750944.071106 + Penalty 4851.338483 = -2746092.732624
  nChanged 514
		SP:Iteration 14Q (164151.840000 sec): 3 clusters
  Score: Raw -2751161.038207 + Penalty 4851.338483 = -2746309.699724
  nChanged 398
		SP:Iteration 15Q (164152.140000 sec): 3 clusters
  Score: Raw -2751329.883197 + Penalty 4851.338483 = -2746478.544714
  nChanged 337
		SP:Iteration 16Q (164152.460000 sec): 3 clusters
  Score: Raw -2751447.076314 + Penalty 4851.338483 = -2746595.737831
  nChanged 258
		SP:Iteration 17Q (164152.780000 sec): 3 clusters
  Score: Raw -2751524.778085 + Penalty 4851.338483 = -2746673.439602
  nChanged 209
		SP:Iteration 18Q (164153.110000 sec): 3 clusters
  Score: Raw -2751580.500792 + Penalty 4851.338483 = -2746729.162309
  nChanged 208
		SP:Iteration 19Q (164153.440000 sec): 3 clusters
  Score: Raw -2751638.064454 + Penalty 4851.338483 = -2746786.725972
  nChanged 170
		SP:Iteration 20F (164153.720000 sec): 3 clusters
  Score: Raw -2751684.403670 + Penalty 4851.338483 = -2746833.065187
  nChanged 159
		SP:Iteration 21Q (164154.050000 sec): 3 clusters
  Score: Raw -2751730.194037 + Penalty 4851.338483 = -2746878.855554
  nChanged 187
		SP:Iteration 22Q (164154.380000 sec): 3 clusters
  Score: Raw -2751776.721357 + Penalty 4851.338483 = -2746925.382874
  nChanged 156
		SP:Iteration 23Q (164154.690000 sec): 3 clusters
  Score: Raw -2751818.304081 + Penalty 4851.338483 = -2746966.965598
  nChanged 142
		SP:Iteration 24Q (164155.000000 sec): 3 clusters
  Score: Raw -2751853.263791 + Penalty 4851.338483 = -2747001.925308
  nChanged 135
		SP:Iteration 25Q (164155.320000 sec): 3 clusters
  Score: Raw -2751882.721453 + Penalty 4851.338483 = -2747031.382970
  nChanged 130
		SP:Iteration 26Q (164155.650000 sec): 3 clusters
  Score: Raw -2751917.416067 + Penalty 4851.338483 = -2747066.077584
  nChanged 156
		SP:Iteration 27Q (164155.970000 sec): 3 clusters
  Score: Raw -2751955.488391 + Penalty 4851.338483 = -2747104.149909
  nChanged 153
		SP:Iteration 28Q (164156.300000 sec): 3 clusters
  Score: Raw -2751991.586811 + Penalty 4851.338483 = -2747140.248329
  nChanged 148
		SP:Iteration 29Q (164156.590000 sec): 3 clusters
  Score: Raw -2752030.404222 + Penalty 4851.338483 = -2747179.065739
  nChanged 139
		SP:Iteration 30Q (164156.870000 sec): 3 clusters
  Score: Raw -2752062.526988 + Penalty 4851.338483 = -2747211.188505
  nChanged 111
		SP:Iteration 31Q (164157.150000 sec): 3 clusters
  Score: Raw -2752088.365124 + Penalty 4851.338483 = -2747237.026641
  nChanged 108
		SP:Iteration 32Q (164157.410000 sec): 3 clusters
  Score: Raw -2752112.679681 + Penalty 4851.338483 = -2747261.341199
  nChanged 119
		SP:Iteration 33Q (164157.750000 sec): 3 clusters
  Score: Raw -2752143.583113 + Penalty 4851.338483 = -2747292.244630
  nChanged 140
		SP:Iteration 34Q (164158.030000 sec): 3 clusters
  Score: Raw -2752177.642983 + Penalty 4851.338483 = -2747326.304500
  nChanged 145
		SP:Iteration 35Q (164158.360000 sec): 3 clusters
  Score: Raw -2752215.709308 + Penalty 4851.338483 = -2747364.370826
  nChanged 124
		SP:Iteration 36Q (164158.680000 sec): 3 clusters
  Score: Raw -2752248.502599 + Penalty 4851.338483 = -2747397.164117
  nChanged 118
		SP:Iteration 37Q (164158.970000 sec): 3 clusters
  Score: Raw -2752276.781370 + Penalty 4851.338483 = -2747425.442887
  nChanged 103
		SP:Iteration 38Q (164159.250000 sec): 3 clusters
  Score: Raw -2752302.196799 + Penalty 4851.338483 = -2747450.858316
  nChanged 103
		SP:Iteration 39Q (164159.580000 sec): 3 clusters
  Score: Raw -2752325.442301 + Penalty 4851.338483 = -2747474.103819
  nChanged 98
		SP:Iteration 40F (164159.910000 sec): 3 clusters
  Score: Raw -2752354.057804 + Penalty 4851.338483 = -2747502.719321
  nChanged 116
		SP:Iteration 41Q (164160.150000 sec): 3 clusters
  Score: Raw -2752386.474833 + Penalty 4851.338483 = -2747535.136351
  nChanged 117
		SP:Iteration 42Q (164160.410000 sec): 3 clusters
  Score: Raw -2752418.990574 + Penalty 4851.338483 = -2747567.652091
  nChanged 111
		SP:Iteration 43Q (164160.750000 sec): 3 clusters
  Score: Raw -2752448.752112 + Penalty 4851.338483 = -2747597.413630
  nChanged 117
		SP:Iteration 44Q (164161.040000 sec): 3 clusters
  Score: Raw -2752480.750877 + Penalty 4851.338483 = -2747629.412394
  nChanged 103
		SP:Iteration 45Q (164161.350000 sec): 3 clusters
  Score: Raw -2752511.171497 + Penalty 4851.338483 = -2747659.833015
  nChanged 115
		SP:Iteration 46Q (164161.620000 sec): 3 clusters
  Score: Raw -2752542.386140 + Penalty 4851.338483 = -2747691.047657
  nChanged 100
		SP:Iteration 47Q (164161.920000 sec): 3 clusters
  Score: Raw -2752570.644393 + Penalty 4851.338483 = -2747719.305911
  nChanged 100
		SP:Iteration 48Q (164162.300000 sec): 3 clusters
  Score: Raw -2752594.981060 + Penalty 4851.338483 = -2747743.642577
  nChanged 89
		SP:Iteration 49Q (164162.570000 sec): 3 clusters
  Score: Raw -2752617.785275 + Penalty 4851.338483 = -2747766.446792
  nChanged 81
		SP:Iteration 50Q (164162.910000 sec): 3 clusters
  Score: Raw -2752641.619812 + Penalty 4851.338483 = -2747790.281330
  nChanged 89
		SP:Iteration 51Q (164163.180000 sec): 3 clusters
  Score: Raw -2752666.366863 + Penalty 4851.338483 = -2747815.028380
  nChanged 76
		SP:Iteration 52Q (164163.510000 sec): 3 clusters
  Score: Raw -2752686.495601 + Penalty 4851.338483 = -2747835.157118
  nChanged 55
		SP:Iteration 53Q (164163.770000 sec): 3 clusters
  Score: Raw -2752699.986272 + Penalty 4851.338483 = -2747848.647789
  nChanged 59
		SP:Iteration 54Q (164164.070000 sec): 3 clusters
  Score: Raw -2752714.521759 + Penalty 4851.338483 = -2747863.183276
  nChanged 44
		SP:Iteration 55Q (164164.360000 sec): 3 clusters
  Score: Raw -2752723.978869 + Penalty 4851.338483 = -2747872.640386
  nChanged 30
		SP:Iteration 56Q (164164.690000 sec): 3 clusters
  Score: Raw -2752731.158070 + Penalty 4851.338483 = -2747879.819587
  nChanged 25
		SP:Iteration 57Q (164164.970000 sec): 3 clusters
  Score: Raw -2752735.653782 + Penalty 4851.338483 = -2747884.315299
  nChanged 26
		SP:Iteration 58Q (164165.260000 sec): 3 clusters
  Score: Raw -2752740.834250 + Penalty 4851.338483 = -2747889.495768
  nChanged 22
		SP:Iteration 59Q (164165.550000 sec): 3 clusters
  Score: Raw -2752744.580191 + Penalty 4851.338483 = -2747893.241708
  nChanged 20
		SP:Iteration 60F (164165.800000 sec): 3 clusters
  Score: Raw -2752748.421374 + Penalty 4851.338483 = -2747897.082891
  nChanged 22
		SP:Iteration 61Q (164166.090000 sec): 3 clusters
  Score: Raw -2752752.659894 + Penalty 4851.338483 = -2747901.321411
  nChanged 19
		SP:Iteration 62Q (164166.410000 sec): 3 clusters
  Score: Raw -2752756.900983 + Penalty 4851.338483 = -2747905.562500
  nChanged 18
		SP:Iteration 63Q (164166.710000 sec): 3 clusters
  Score: Raw -2752759.538151 + Penalty 4851.338483 = -2747908.199668
  nChanged 9
		SP:Iteration 64Q (164167.030000 sec): 3 clusters
  Score: Raw -2752760.667020 + Penalty 4851.338483 = -2747909.328537
  nChanged 5
		SP:Iteration 65Q (164167.310000 sec): 3 clusters
  Score: Raw -2752761.372975 + Penalty 4851.338483 = -2747910.034493
  nChanged 4
		SP:Iteration 66Q (164167.600000 sec): 3 clusters
  Score: Raw -2752761.815145 + Penalty 4851.338483 = -2747910.476662
  nChanged 6
		SP:Iteration 67Q (164167.880000 sec): 3 clusters
  Score: Raw -2752762.689556 + Penalty 4851.338483 = -2747911.351073
  nChanged 4
		SP:Iteration 68Q (164168.170000 sec): 3 clusters
  Score: Raw -2752763.141233 + Penalty 4851.338483 = -2747911.802751
  nChanged 5
		SP:Iteration 69Q (164168.490000 sec): 3 clusters
  Score: Raw -2752763.812388 + Penalty 4851.338483 = -2747912.473905
  nChanged 3
		SP:Iteration 70Q (164168.730000 sec): 3 clusters
  Score: Raw -2752764.493204 + Penalty 4851.338483 = -2747913.154722
  nChanged 4
		SP:Iteration 71Q (164169.010000 sec): 3 clusters
  Score: Raw -2752764.937008 + Penalty 4851.338483 = -2747913.598526
  nChanged 4
		SP:Iteration 72Q (164169.330000 sec): 3 clusters
  Score: Raw -2752765.382504 + Penalty 4851.338483 = -2747914.044021
  nChanged 0
		SP:Iteration 73F (164169.620000 sec): 3 clusters
  Score: Raw -2752765.382504 + Penalty 4851.338483 = -2747914.044021
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 59 (17334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164169.820000 sec): 2 clusters
  Score: Raw -2656916.162064 + Penalty 2420.585442 = -2654495.576621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164170.110000 sec): 3 clusters
  Score: Raw -2646910.354403 + Penalty 4841.170884 = -2642069.183519
  nChanged 7618
		SP:Iteration 1F (164170.400000 sec): 3 clusters
  Score: Raw -2651047.701805 + Penalty 4841.170884 = -2646206.530921
  nChanged 1038
		SP:Iteration 2F (164170.690000 sec): 3 clusters
  Score: Raw -2651459.548693 + Penalty 4841.170884 = -2646618.377809
  nChanged 863
		SP:Iteration 3Q (164170.970000 sec): 3 clusters
  Score: Raw -2651794.106677 + Penalty 4841.170884 = -2646952.935793
  nChanged 774
		SP:Iteration 4Q (164171.230000 sec): 3 clusters
  Score: Raw -2652124.685773 + Penalty 4841.170884 = -2647283.514889
  nChanged 738
		SP:Iteration 5Q (164171.530000 sec): 3 clusters
  Score: Raw -2652445.565047 + Penalty 4841.170884 = -2647604.394163
  nChanged 698
		SP:Iteration 6Q (164171.770000 sec): 3 clusters
  Score: Raw -2652765.367481 + Penalty 4841.170884 = -2647924.196597
  nChanged 736
		SP:Iteration 7Q (164172.070000 sec): 3 clusters
  Score: Raw -2653095.430292 + Penalty 4841.170884 = -2648254.259408
  nChanged 713
		SP:Iteration 8Q (164172.370000 sec): 3 clusters
  Score: Raw -2653400.263535 + Penalty 4841.170884 = -2648559.092651
  nChanged 663
		SP:Iteration 9Q (164172.680000 sec): 3 clusters
  Score: Raw -2653677.423515 + Penalty 4841.170884 = -2648836.252631
  nChanged 643
		SP:Iteration 10Q (164172.980000 sec): 3 clusters
  Score: Raw -2653944.079727 + Penalty 4841.170884 = -2649102.908843
  nChanged 608
		SP:Iteration 11Q (164173.290000 sec): 3 clusters
  Score: Raw -2654208.036289 + Penalty 4841.170884 = -2649366.865405
  nChanged 571
		SP:Iteration 12Q (164173.550000 sec): 3 clusters
  Score: Raw -2654428.835980 + Penalty 4841.170884 = -2649587.665096
  nChanged 525
		SP:Iteration 13Q (164173.810000 sec): 3 clusters
  Score: Raw -2654635.068091 + Penalty 4841.170884 = -2649793.897207
  nChanged 483
		SP:Iteration 14Q (164174.150000 sec): 3 clusters
  Score: Raw -2654826.692756 + Penalty 4841.170884 = -2649985.521872
  nChanged 493
		SP:Iteration 15Q (164174.400000 sec): 3 clusters
  Score: Raw -2655035.693710 + Penalty 4841.170884 = -2650194.522825
  nChanged 512
		SP:Iteration 16Q (164174.730000 sec): 3 clusters
  Score: Raw -2655259.517651 + Penalty 4841.170884 = -2650418.346767
  nChanged 497
		SP:Iteration 17Q (164175.020000 sec): 3 clusters
  Score: Raw -2655498.385345 + Penalty 4841.170884 = -2650657.214460
  nChanged 509
		SP:Iteration 18Q (164175.310000 sec): 3 clusters
  Score: Raw -2655765.341636 + Penalty 4841.170884 = -2650924.170751
  nChanged 480
		SP:Iteration 19Q (164175.630000 sec): 3 clusters
  Score: Raw -2656040.006318 + Penalty 4841.170884 = -2651198.835434
  nChanged 471
		SP:Iteration 20F (164175.920000 sec): 3 clusters
  Score: Raw -2656341.509151 + Penalty 4841.170884 = -2651500.338266
  nChanged 423
		SP:Iteration 21Q (164176.260000 sec): 3 clusters
  Score: Raw -2656622.166195 + Penalty 4841.170884 = -2651780.995311
  nChanged 343
		SP:Iteration 22Q (164176.520000 sec): 3 clusters
  Score: Raw -2656835.527543 + Penalty 4841.170884 = -2651994.356659
  nChanged 280
		SP:Iteration 23Q (164176.800000 sec): 3 clusters
  Score: Raw -2656994.262756 + Penalty 4841.170884 = -2652153.091872
  nChanged 210
		SP:Iteration 24Q (164177.090000 sec): 3 clusters
  Score: Raw -2657111.378890 + Penalty 4841.170884 = -2652270.208006
  nChanged 171
		SP:Iteration 25Q (164177.320000 sec): 3 clusters
  Score: Raw -2657219.717232 + Penalty 4841.170884 = -2652378.546348
  nChanged 124
		SP:Iteration 26Q (164177.610000 sec): 3 clusters
  Score: Raw -2657298.581513 + Penalty 4841.170884 = -2652457.410629
  nChanged 104
		SP:Iteration 27Q (164177.890000 sec): 3 clusters
  Score: Raw -2657370.505193 + Penalty 4841.170884 = -2652529.334309
  nChanged 75
		SP:Iteration 28Q (164178.230000 sec): 3 clusters
  Score: Raw -2657417.066725 + Penalty 4841.170884 = -2652575.895841
  nChanged 57
		SP:Iteration 29Q (164178.570000 sec): 3 clusters
  Score: Raw -2657450.987885 + Penalty 4841.170884 = -2652609.817001
  nChanged 45
		SP:Iteration 30Q (164178.900000 sec): 3 clusters
  Score: Raw -2657480.653752 + Penalty 4841.170884 = -2652639.482868
  nChanged 35
		SP:Iteration 31Q (164179.190000 sec): 3 clusters
  Score: Raw -2657507.394619 + Penalty 4841.170884 = -2652666.223735
  nChanged 28
		SP:Iteration 32Q (164179.530000 sec): 3 clusters
  Score: Raw -2657525.577369 + Penalty 4841.170884 = -2652684.406485
  nChanged 18
		SP:Iteration 33Q (164179.790000 sec): 3 clusters
  Score: Raw -2657537.059453 + Penalty 4841.170884 = -2652695.888569
  nChanged 14
		SP:Iteration 34Q (164180.140000 sec): 3 clusters
  Score: Raw -2657546.821693 + Penalty 4841.170884 = -2652705.650809
  nChanged 9
		SP:Iteration 35Q (164180.440000 sec): 3 clusters
  Score: Raw -2657551.579408 + Penalty 4841.170884 = -2652710.408524
  nChanged 11
		SP:Iteration 36Q (164180.730000 sec): 3 clusters
  Score: Raw -2657557.866706 + Penalty 4841.170884 = -2652716.695822
  nChanged 8
		SP:Iteration 37Q (164181.020000 sec): 3 clusters
  Score: Raw -2657563.561886 + Penalty 4841.170884 = -2652722.391002
  nChanged 6
		SP:Iteration 38Q (164181.300000 sec): 3 clusters
  Score: Raw -2657567.114869 + Penalty 4841.170884 = -2652725.943985
  nChanged 6
		SP:Iteration 39Q (164181.580000 sec): 3 clusters
  Score: Raw -2657570.237499 + Penalty 4841.170884 = -2652729.066615
  nChanged 5
		SP:Iteration 40F (164181.870000 sec): 3 clusters
  Score: Raw -2657572.615862 + Penalty 4841.170884 = -2652731.444978
  nChanged 5
		SP:Iteration 41Q (164182.160000 sec): 3 clusters
  Score: Raw -2657576.553660 + Penalty 4841.170884 = -2652735.382776
  nChanged 6
		SP:Iteration 42Q (164182.480000 sec): 3 clusters
  Score: Raw -2657580.724930 + Penalty 4841.170884 = -2652739.554046
  nChanged 4
		SP:Iteration 43Q (164182.750000 sec): 3 clusters
  Score: Raw -2657582.631968 + Penalty 4841.170884 = -2652741.461084
  nChanged 6
		SP:Iteration 44Q (164183.050000 sec): 3 clusters
  Score: Raw -2657585.918887 + Penalty 4841.170884 = -2652744.748003
  nChanged 3
		SP:Iteration 45Q (164183.360000 sec): 3 clusters
  Score: Raw -2657587.360316 + Penalty 4841.170884 = -2652746.189432
  nChanged 4
		SP:Iteration 46Q (164183.620000 sec): 3 clusters
  Score: Raw -2657589.217718 + Penalty 4841.170884 = -2652748.046833
  nChanged 4
		SP:Iteration 47Q (164183.910000 sec): 3 clusters
  Score: Raw -2657591.693086 + Penalty 4841.170884 = -2652750.522202
  nChanged 3
		SP:Iteration 48Q (164184.280000 sec): 3 clusters
  Score: Raw -2657593.230553 + Penalty 4841.170884 = -2652752.059669
  nChanged 2
		SP:Iteration 49Q (164184.530000 sec): 3 clusters
  Score: Raw -2657593.825533 + Penalty 4841.170884 = -2652752.654649
  nChanged 1
		SP:Iteration 50Q (164184.900000 sec): 3 clusters
  Score: Raw -2657594.792495 + Penalty 4841.170884 = -2652753.621611
  nChanged 2
		SP:Iteration 51Q (164185.160000 sec): 3 clusters
  Score: Raw -2657595.849809 + Penalty 4841.170884 = -2652754.678925
  nChanged 2
		SP:Iteration 52Q (164185.420000 sec): 3 clusters
  Score: Raw -2657597.135845 + Penalty 4841.170884 = -2652755.964961
  nChanged 2
		SP:Iteration 53Q (164185.730000 sec): 3 clusters
  Score: Raw -2657598.291021 + Penalty 4841.170884 = -2652757.120137
  nChanged 0
		SP:Iteration 54F (164186.050000 sec): 3 clusters
  Score: Raw -2657598.291021 + Penalty 4841.170884 = -2652757.120137
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 60 (47247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164186.440000 sec): 2 clusters
  Score: Raw -7223613.134529 + Penalty 2669.259821 = -7220943.874708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164186.910000 sec): 3 clusters
  Score: Raw -7194326.285971 + Penalty 5338.519642 = -7188987.766330
  nChanged 21661
		SP:Iteration 1F (164187.500000 sec): 3 clusters
  Score: Raw -7206877.267898 + Penalty 5338.519642 = -7201538.748256
  nChanged 2448
		SP:Iteration 2F (164188.020000 sec): 3 clusters
  Score: Raw -7208057.020602 + Penalty 5338.519642 = -7202718.500960
  nChanged 2675
		SP:Iteration 3F (164188.630000 sec): 3 clusters
  Score: Raw -7209435.528057 + Penalty 5338.519642 = -7204097.008415
  nChanged 2663
		SP:Iteration 4F (164189.080000 sec): 3 clusters
  Score: Raw -7210842.472631 + Penalty 5338.519642 = -7205503.952989
  nChanged 2673
		SP:Iteration 5F (164189.570000 sec): 3 clusters
  Score: Raw -7212340.239972 + Penalty 5338.519642 = -7207001.720330
  nChanged 2715
		SP:Iteration 6F (164190.130000 sec): 3 clusters
  Score: Raw -7213991.376688 + Penalty 5338.519642 = -7208652.857046
  nChanged 2630
		SP:Iteration 7F (164190.690000 sec): 3 clusters
  Score: Raw -7215765.660080 + Penalty 5338.519642 = -7210427.140439
  nChanged 2522
		SP:Iteration 8F (164191.260000 sec): 3 clusters
  Score: Raw -7217511.941741 + Penalty 5338.519642 = -7212173.422100
  nChanged 2260
		SP:Iteration 9Q (164191.710000 sec): 3 clusters
  Score: Raw -7219089.407438 + Penalty 5338.519642 = -7213750.887797
  nChanged 1856
		SP:Iteration 10Q (164192.220000 sec): 3 clusters
  Score: Raw -7220467.936013 + Penalty 5338.519642 = -7215129.416371
  nChanged 1554
		SP:Iteration 11Q (164192.830000 sec): 3 clusters
  Score: Raw -7221606.856075 + Penalty 5338.519642 = -7216268.336433
  nChanged 1143
		SP:Iteration 12Q (164193.360000 sec): 3 clusters
  Score: Raw -7222405.540623 + Penalty 5338.519642 = -7217067.020982
  nChanged 812
		SP:Iteration 13Q (164193.790000 sec): 3 clusters
  Score: Raw -7222957.959654 + Penalty 5338.519642 = -7217619.440012
  nChanged 565
		SP:Iteration 14Q (164194.200000 sec): 3 clusters
  Score: Raw -7223350.050930 + Penalty 5338.519642 = -7218011.531288
  nChanged 448
		SP:Iteration 15Q (164194.690000 sec): 3 clusters
  Score: Raw -7223660.858420 + Penalty 5338.519642 = -7218322.338778
  nChanged 329
		SP:Iteration 16Q (164195.180000 sec): 3 clusters
  Score: Raw -7223885.265542 + Penalty 5338.519642 = -7218546.745900
  nChanged 233
		SP:Iteration 17Q (164195.610000 sec): 3 clusters
  Score: Raw -7224033.539387 + Penalty 5338.519642 = -7218695.019745
  nChanged 166
		SP:Iteration 18Q (164196.050000 sec): 3 clusters
  Score: Raw -7224123.734562 + Penalty 5338.519642 = -7218785.214920
  nChanged 106
		SP:Iteration 19Q (164196.500000 sec): 3 clusters
  Score: Raw -7224180.879076 + Penalty 5338.519642 = -7218842.359435
  nChanged 80
		SP:Iteration 20F (164196.960000 sec): 3 clusters
  Score: Raw -7224225.018602 + Penalty 5338.519642 = -7218886.498960
  nChanged 66
		SP:Iteration 21Q (164197.360000 sec): 3 clusters
  Score: Raw -7224264.330882 + Penalty 5338.519642 = -7218925.811241
  nChanged 60
		SP:Iteration 22Q (164197.740000 sec): 3 clusters
  Score: Raw -7224297.962519 + Penalty 5338.519642 = -7218959.442877
  nChanged 53
		SP:Iteration 23Q (164198.200000 sec): 3 clusters
  Score: Raw -7224325.628353 + Penalty 5338.519642 = -7218987.108712
  nChanged 34
		SP:Iteration 24Q (164198.720000 sec): 3 clusters
  Score: Raw -7224340.070331 + Penalty 5338.519642 = -7219001.550689
  nChanged 26
		SP:Iteration 25Q (164199.210000 sec): 3 clusters
  Score: Raw -7224348.379158 + Penalty 5338.519642 = -7219009.859517
  nChanged 12
		SP:Iteration 26Q (164199.700000 sec): 3 clusters
  Score: Raw -7224353.276717 + Penalty 5338.519642 = -7219014.757075
  nChanged 10
		SP:Iteration 27Q (164200.230000 sec): 3 clusters
  Score: Raw -7224357.425374 + Penalty 5338.519642 = -7219018.905732
  nChanged 9
		SP:Iteration 28Q (164200.710000 sec): 3 clusters
  Score: Raw -7224361.728011 + Penalty 5338.519642 = -7219023.208369
  nChanged 10
		SP:Iteration 29Q (164201.250000 sec): 3 clusters
  Score: Raw -7224365.403452 + Penalty 5338.519642 = -7219026.883811
  nChanged 4
		SP:Iteration 30Q (164201.720000 sec): 3 clusters
  Score: Raw -7224367.145447 + Penalty 5338.519642 = -7219028.625806
  nChanged 6
		SP:Iteration 31Q (164202.230000 sec): 3 clusters
  Score: Raw -7224370.564517 + Penalty 5338.519642 = -7219032.044875
  nChanged 5
		SP:Iteration 32Q (164202.750000 sec): 3 clusters
  Score: Raw -7224371.965187 + Penalty 5338.519642 = -7219033.445545
  nChanged 2
		SP:Iteration 33Q (164203.240000 sec): 3 clusters
  Score: Raw -7224372.896928 + Penalty 5338.519642 = -7219034.377286
  nChanged 2
		SP:Iteration 34Q (164203.730000 sec): 3 clusters
  Score: Raw -7224373.493942 + Penalty 5338.519642 = -7219034.974300
  nChanged 3
		SP:Iteration 35Q (164204.180000 sec): 3 clusters
  Score: Raw -7224374.255390 + Penalty 5338.519642 = -7219035.735748
  nChanged 0
		SP:Iteration 36F (164204.710000 sec): 3 clusters
  Score: Raw -7224374.255390 + Penalty 5338.519642 = -7219035.735748
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 61 (4397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164204.780000 sec): 2 clusters
  Score: Raw -687534.030640 + Penalty 2080.392087 = -685453.638553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164205.000000 sec): 3 clusters
  Score: Raw -685479.683835 + Penalty 4160.784174 = -681318.899662
  nChanged 1691
		SP:Iteration 1F (164205.170000 sec): 3 clusters
  Score: Raw -686510.104826 + Penalty 4160.784174 = -682349.320652
  nChanged 336
		SP:Iteration 2F (164205.340000 sec): 3 clusters
  Score: Raw -686755.401004 + Penalty 4160.784174 = -682594.616831
  nChanged 236
		SP:Iteration 3F (164205.500000 sec): 3 clusters
  Score: Raw -686918.355764 + Penalty 4160.784174 = -682757.571590
  nChanged 210
		SP:Iteration 4Q (164205.670000 sec): 3 clusters
  Score: Raw -687068.017729 + Penalty 4160.784174 = -682907.233555
  nChanged 166
		SP:Iteration 5Q (164205.840000 sec): 3 clusters
  Score: Raw -687188.808515 + Penalty 4160.784174 = -683028.024341
  nChanged 160
		SP:Iteration 6Q (164206.010000 sec): 3 clusters
  Score: Raw -687302.175009 + Penalty 4160.784174 = -683141.390836
  nChanged 146
		SP:Iteration 7Q (164206.170000 sec): 3 clusters
  Score: Raw -687413.324930 + Penalty 4160.784174 = -683252.540757
  nChanged 155
		SP:Iteration 8Q (164206.340000 sec): 3 clusters
  Score: Raw -687541.804831 + Penalty 4160.784174 = -683381.020658
  nChanged 165
		SP:Iteration 9Q (164206.510000 sec): 3 clusters
  Score: Raw -687668.952795 + Penalty 4160.784174 = -683508.168621
  nChanged 155
		SP:Iteration 10Q (164206.670000 sec): 3 clusters
  Score: Raw -687774.570910 + Penalty 4160.784174 = -683613.786736
  nChanged 128
		SP:Iteration 11Q (164206.910000 sec): 3 clusters
  Score: Raw -687859.379017 + Penalty 4160.784174 = -683698.594843
  nChanged 98
		SP:Iteration 12Q (164207.060000 sec): 3 clusters
  Score: Raw -687917.114368 + Penalty 4160.784174 = -683756.330194
  nChanged 83
		SP:Iteration 13Q (164207.220000 sec): 3 clusters
  Score: Raw -687974.546377 + Penalty 4160.784174 = -683813.762204
  nChanged 82
		SP:Iteration 14Q (164207.370000 sec): 3 clusters
  Score: Raw -688063.878687 + Penalty 4160.784174 = -683903.094514
  nChanged 101
		SP:Iteration 15Q (164207.530000 sec): 3 clusters
  Score: Raw -688199.082930 + Penalty 4160.784174 = -684038.298757
  nChanged 103
		SP:Iteration 16Q (164207.690000 sec): 3 clusters
  Score: Raw -688338.969061 + Penalty 4160.784174 = -684178.184888
  nChanged 96
		SP:Iteration 17Q (164207.860000 sec): 3 clusters
  Score: Raw -688456.183466 + Penalty 4160.784174 = -684295.399292
  nChanged 76
		SP:Iteration 18Q (164208.020000 sec): 3 clusters
  Score: Raw -688528.545514 + Penalty 4160.784174 = -684367.761341
  nChanged 69
		SP:Iteration 19Q (164208.190000 sec): 3 clusters
  Score: Raw -688573.511647 + Penalty 4160.784174 = -684412.727474
  nChanged 67
		SP:Iteration 20F (164208.360000 sec): 3 clusters
  Score: Raw -688611.381503 + Penalty 4160.784174 = -684450.597329
  nChanged 65
		SP:Iteration 21Q (164208.530000 sec): 3 clusters
  Score: Raw -688643.903692 + Penalty 4160.784174 = -684483.119518
  nChanged 43
		SP:Iteration 22Q (164208.690000 sec): 3 clusters
  Score: Raw -688663.547676 + Penalty 4160.784174 = -684502.763503
  nChanged 35
		SP:Iteration 23Q (164208.860000 sec): 3 clusters
  Score: Raw -688682.440190 + Penalty 4160.784174 = -684521.656017
  nChanged 26
		SP:Iteration 24Q (164209.030000 sec): 3 clusters
  Score: Raw -688693.246918 + Penalty 4160.784174 = -684532.462744
  nChanged 20
		SP:Iteration 25Q (164209.190000 sec): 3 clusters
  Score: Raw -688702.455183 + Penalty 4160.784174 = -684541.671010
  nChanged 20
		SP:Iteration 26Q (164209.360000 sec): 3 clusters
  Score: Raw -688711.543304 + Penalty 4160.784174 = -684550.759130
  nChanged 19
		SP:Iteration 27Q (164209.530000 sec): 3 clusters
  Score: Raw -688718.690481 + Penalty 4160.784174 = -684557.906307
  nChanged 14
		SP:Iteration 28Q (164209.690000 sec): 3 clusters
  Score: Raw -688724.705526 + Penalty 4160.784174 = -684563.921353
  nChanged 17
		SP:Iteration 29Q (164209.860000 sec): 3 clusters
  Score: Raw -688731.071256 + Penalty 4160.784174 = -684570.287083
  nChanged 20
		SP:Iteration 30Q (164210.030000 sec): 3 clusters
  Score: Raw -688740.132377 + Penalty 4160.784174 = -684579.348204
  nChanged 12
		SP:Iteration 31Q (164210.200000 sec): 3 clusters
  Score: Raw -688745.607208 + Penalty 4160.784174 = -684584.823035
  nChanged 12
		SP:Iteration 32Q (164210.370000 sec): 3 clusters
  Score: Raw -688750.628213 + Penalty 4160.784174 = -684589.844040
  nChanged 10
		SP:Iteration 33Q (164210.530000 sec): 3 clusters
  Score: Raw -688754.092551 + Penalty 4160.784174 = -684593.308378
  nChanged 7
		SP:Iteration 34Q (164210.750000 sec): 3 clusters
  Score: Raw -688755.983966 + Penalty 4160.784174 = -684595.199793
  nChanged 10
		SP:Iteration 35Q (164210.920000 sec): 3 clusters
  Score: Raw -688759.052924 + Penalty 4160.784174 = -684598.268751
  nChanged 11
		SP:Iteration 36Q (164211.090000 sec): 3 clusters
  Score: Raw -688763.153974 + Penalty 4160.784174 = -684602.369800
  nChanged 3
		SP:Iteration 37Q (164211.290000 sec): 3 clusters
  Score: Raw -688764.398840 + Penalty 4160.784174 = -684603.614666
  nChanged 1
		SP:Iteration 38Q (164211.460000 sec): 3 clusters
  Score: Raw -688764.728213 + Penalty 4160.784174 = -684603.944040
  nChanged 3
		SP:Iteration 39Q (164211.630000 sec): 3 clusters
  Score: Raw -688765.884489 + Penalty 4160.784174 = -684605.100316
  nChanged 1
		SP:Iteration 40F (164211.800000 sec): 3 clusters
  Score: Raw -688766.161841 + Penalty 4160.784174 = -684605.377667
  nChanged 1
		SP:Iteration 41Q (164211.960000 sec): 3 clusters
  Score: Raw -688766.471800 + Penalty 4160.784174 = -684605.687626
  nChanged 2
		SP:Iteration 42Q (164212.120000 sec): 3 clusters
  Score: Raw -688767.304087 + Penalty 4160.784174 = -684606.519914
  nChanged 1
		SP:Iteration 43Q (164212.290000 sec): 3 clusters
  Score: Raw -688767.419478 + Penalty 4160.784174 = -684606.635304
  nChanged 0
		SP:Iteration 44F (164212.460000 sec): 3 clusters
  Score: Raw -688767.419478 + Penalty 4160.784174 = -684606.635304
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 62 (3870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164212.580000 sec): 2 clusters
  Score: Raw -580947.456197 + Penalty 2048.730427 = -578898.725770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164212.780000 sec): 3 clusters
  Score: Raw -579208.978969 + Penalty 4097.460854 = -575111.518115
  nChanged 1441
		SP:Iteration 1F (164212.950000 sec): 3 clusters
  Score: Raw -580068.996119 + Penalty 4097.460854 = -575971.535265
  nChanged 291
		SP:Iteration 2F (164213.120000 sec): 3 clusters
  Score: Raw -580293.946820 + Penalty 4097.460854 = -576196.485966
  nChanged 228
		SP:Iteration 3F (164213.290000 sec): 3 clusters
  Score: Raw -580467.426177 + Penalty 4097.460854 = -576369.965323
  nChanged 178
		SP:Iteration 4Q (164213.460000 sec): 3 clusters
  Score: Raw -580619.391549 + Penalty 4097.460854 = -576521.930695
  nChanged 144
		SP:Iteration 5Q (164213.640000 sec): 3 clusters
  Score: Raw -580736.300012 + Penalty 4097.460854 = -576638.839158
  nChanged 156
		SP:Iteration 6Q (164213.810000 sec): 3 clusters
  Score: Raw -580886.944055 + Penalty 4097.460854 = -576789.483201
  nChanged 156
		SP:Iteration 7Q (164213.980000 sec): 3 clusters
  Score: Raw -581044.945488 + Penalty 4097.460854 = -576947.484634
  nChanged 169
		SP:Iteration 8Q (164214.160000 sec): 3 clusters
  Score: Raw -581217.033995 + Penalty 4097.460854 = -577119.573141
  nChanged 161
		SP:Iteration 9Q (164214.380000 sec): 3 clusters
  Score: Raw -581418.170125 + Penalty 4097.460854 = -577320.709271
  nChanged 181
		SP:Iteration 10Q (164214.530000 sec): 3 clusters
  Score: Raw -581651.053604 + Penalty 4097.460854 = -577553.592750
  nChanged 176
		SP:Iteration 11Q (164214.750000 sec): 3 clusters
  Score: Raw -581825.283607 + Penalty 4097.460854 = -577727.822753
  nChanged 121
		SP:Iteration 12Q (164214.930000 sec): 3 clusters
  Score: Raw -581934.150672 + Penalty 4097.460854 = -577836.689818
  nChanged 89
		SP:Iteration 13Q (164215.120000 sec): 3 clusters
  Score: Raw -582012.984208 + Penalty 4097.460854 = -577915.523354
  nChanged 55
		SP:Iteration 14Q (164215.280000 sec): 3 clusters
  Score: Raw -582051.511708 + Penalty 4097.460854 = -577954.050854
  nChanged 39
		SP:Iteration 15Q (164215.480000 sec): 3 clusters
  Score: Raw -582078.898593 + Penalty 4097.460854 = -577981.437739
  nChanged 30
		SP:Iteration 16Q (164215.620000 sec): 3 clusters
  Score: Raw -582096.015664 + Penalty 4097.460854 = -577998.554811
  nChanged 20
		SP:Iteration 17Q (164215.790000 sec): 3 clusters
  Score: Raw -582106.768935 + Penalty 4097.460854 = -578009.308081
  nChanged 18
		SP:Iteration 18Q (164215.960000 sec): 3 clusters
  Score: Raw -582114.429308 + Penalty 4097.460854 = -578016.968455
  nChanged 7
		SP:Iteration 19Q (164216.130000 sec): 3 clusters
  Score: Raw -582117.171255 + Penalty 4097.460854 = -578019.710401
  nChanged 6
		SP:Iteration 20F (164216.310000 sec): 3 clusters
  Score: Raw -582119.626756 + Penalty 4097.460854 = -578022.165902
  nChanged 7
		SP:Iteration 21Q (164216.480000 sec): 3 clusters
  Score: Raw -582121.878750 + Penalty 4097.460854 = -578024.417896
  nChanged 3
		SP:Iteration 22Q (164216.670000 sec): 3 clusters
  Score: Raw -582123.301116 + Penalty 4097.460854 = -578025.840262
  nChanged 5
		SP:Iteration 23Q (164216.870000 sec): 3 clusters
  Score: Raw -582124.552531 + Penalty 4097.460854 = -578027.091677
  nChanged 2
		SP:Iteration 24Q (164217.040000 sec): 3 clusters
  Score: Raw -582125.616798 + Penalty 4097.460854 = -578028.155944
  nChanged 3
		SP:Iteration 25Q (164217.210000 sec): 3 clusters
  Score: Raw -582126.966030 + Penalty 4097.460854 = -578029.505176
  nChanged 1
		SP:Iteration 26Q (164217.380000 sec): 3 clusters
  Score: Raw -582127.303898 + Penalty 4097.460854 = -578029.843044
  nChanged 0
		SP:Iteration 27F (164217.560000 sec): 3 clusters
  Score: Raw -582127.303898 + Penalty 4097.460854 = -578029.843044
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 63 (36321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164217.880000 sec): 2 clusters
  Score: Raw -6036959.902179 + Penalty 2604.037539 = -6034355.864640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164218.300000 sec): 3 clusters
  Score: Raw -6014703.061245 + Penalty 5208.075077 = -6009494.986167
  nChanged 16505
		SP:Iteration 1F (164218.780000 sec): 3 clusters
  Score: Raw -6023663.600574 + Penalty 5208.075077 = -6018455.525497
  nChanged 1654
		SP:Iteration 2Q (164219.260000 sec): 3 clusters
  Score: Raw -6024212.353280 + Penalty 5208.075077 = -6019004.278203
  nChanged 1641
		SP:Iteration 3Q (164219.730000 sec): 3 clusters
  Score: Raw -6024881.332116 + Penalty 5208.075077 = -6019673.257039
  nChanged 1769
		SP:Iteration 4Q (164220.200000 sec): 3 clusters
  Score: Raw -6025734.851893 + Penalty 5208.075077 = -6020526.776816
  nChanged 1916
		SP:Iteration 5F (164220.610000 sec): 3 clusters
  Score: Raw -6026823.280181 + Penalty 5208.075077 = -6021615.205104
  nChanged 2162
		SP:Iteration 6F (164221.040000 sec): 3 clusters
  Score: Raw -6028301.690226 + Penalty 5208.075077 = -6023093.615149
  nChanged 2427
		SP:Iteration 7F (164221.460000 sec): 3 clusters
  Score: Raw -6030222.107061 + Penalty 5208.075077 = -6025014.031983
  nChanged 2578
		SP:Iteration 8F (164221.930000 sec): 3 clusters
  Score: Raw -6032477.382577 + Penalty 5208.075077 = -6027269.307499
  nChanged 2218
		SP:Iteration 9F (164222.400000 sec): 3 clusters
  Score: Raw -6034492.493037 + Penalty 5208.075077 = -6029284.417960
  nChanged 1513
		SP:Iteration 10Q (164222.880000 sec): 3 clusters
  Score: Raw -6035893.979848 + Penalty 5208.075077 = -6030685.904771
  nChanged 741
		SP:Iteration 11Q (164223.260000 sec): 3 clusters
  Score: Raw -6036593.380096 + Penalty 5208.075077 = -6031385.305019
  nChanged 308
		SP:Iteration 12Q (164223.690000 sec): 3 clusters
  Score: Raw -6036897.633043 + Penalty 5208.075077 = -6031689.557966
  nChanged 128
		SP:Iteration 13Q (164224.090000 sec): 3 clusters
  Score: Raw -6037051.113148 + Penalty 5208.075077 = -6031843.038071
  nChanged 59
		SP:Iteration 14Q (164224.500000 sec): 3 clusters
  Score: Raw -6037130.767759 + Penalty 5208.075077 = -6031922.692682
  nChanged 33
		SP:Iteration 15Q (164224.900000 sec): 3 clusters
  Score: Raw -6037174.161582 + Penalty 5208.075077 = -6031966.086504
  nChanged 22
		SP:Iteration 16Q (164225.260000 sec): 3 clusters
  Score: Raw -6037210.951192 + Penalty 5208.075077 = -6032002.876114
  nChanged 16
		SP:Iteration 17Q (164225.650000 sec): 3 clusters
  Score: Raw -6037235.648126 + Penalty 5208.075077 = -6032027.573049
  nChanged 4
		SP:Iteration 18Q (164226.090000 sec): 3 clusters
  Score: Raw -6037245.166338 + Penalty 5208.075077 = -6032037.091260
  nChanged 9
		SP:Iteration 19Q (164226.530000 sec): 3 clusters
  Score: Raw -6037259.362845 + Penalty 5208.075077 = -6032051.287768
  nChanged 6
		SP:Iteration 20F (164226.980000 sec): 3 clusters
  Score: Raw -6037265.875150 + Penalty 5208.075077 = -6032057.800073
  nChanged 2
		SP:Iteration 21Q (164227.360000 sec): 3 clusters
  Score: Raw -6037268.701083 + Penalty 5208.075077 = -6032060.626006
  nChanged 1
		SP:Iteration 22Q (164227.760000 sec): 3 clusters
  Score: Raw -6037270.523352 + Penalty 5208.075077 = -6032062.448274
  nChanged 1
		SP:Iteration 23Q (164228.190000 sec): 3 clusters
  Score: Raw -6037271.779731 + Penalty 5208.075077 = -6032063.704654
  nChanged 1
		SP:Iteration 24Q (164228.590000 sec): 3 clusters
  Score: Raw -6037272.476567 + Penalty 5208.075077 = -6032064.401490
  nChanged 0
		SP:Iteration 25F (164229.030000 sec): 3 clusters
  Score: Raw -6037272.476567 + Penalty 5208.075077 = -6032064.401490
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 64 (5542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164229.150000 sec): 2 clusters
  Score: Raw -807623.571848 + Penalty 2137.787460 = -805485.784388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164229.360000 sec): 3 clusters
  Score: Raw -804918.307006 + Penalty 4275.574920 = -800642.732086
  nChanged 2142
		SP:Iteration 1F (164229.560000 sec): 3 clusters
  Score: Raw -806290.802614 + Penalty 4275.574920 = -802015.227694
  nChanged 463
		SP:Iteration 2F (164229.770000 sec): 3 clusters
  Score: Raw -806650.454922 + Penalty 4275.574920 = -802374.880002
  nChanged 326
		SP:Iteration 3F (164230.010000 sec): 3 clusters
  Score: Raw -806919.031823 + Penalty 4275.574920 = -802643.456903
  nChanged 303
		SP:Iteration 4F (164230.150000 sec): 3 clusters
  Score: Raw -807190.663374 + Penalty 4275.574920 = -802915.088454
  nChanged 285
		SP:Iteration 5F (164230.340000 sec): 3 clusters
  Score: Raw -807425.905483 + Penalty 4275.574920 = -803150.330563
  nChanged 270
		SP:Iteration 6Q (164230.540000 sec): 3 clusters
  Score: Raw -807641.902059 + Penalty 4275.574920 = -803366.327139
  nChanged 228
		SP:Iteration 7Q (164230.730000 sec): 3 clusters
  Score: Raw -807794.711577 + Penalty 4275.574920 = -803519.136657
  nChanged 178
		SP:Iteration 8Q (164230.930000 sec): 3 clusters
  Score: Raw -807905.002186 + Penalty 4275.574920 = -803629.427267
  nChanged 151
		SP:Iteration 9Q (164231.130000 sec): 3 clusters
  Score: Raw -807980.605314 + Penalty 4275.574920 = -803705.030394
  nChanged 128
		SP:Iteration 10Q (164231.330000 sec): 3 clusters
  Score: Raw -808046.247041 + Penalty 4275.574920 = -803770.672122
  nChanged 104
		SP:Iteration 11Q (164231.530000 sec): 3 clusters
  Score: Raw -808090.702320 + Penalty 4275.574920 = -803815.127400
  nChanged 59
		SP:Iteration 12Q (164231.730000 sec): 3 clusters
  Score: Raw -808114.329719 + Penalty 4275.574920 = -803838.754800
  nChanged 48
		SP:Iteration 13Q (164231.930000 sec): 3 clusters
  Score: Raw -808131.302400 + Penalty 4275.574920 = -803855.727480
  nChanged 38
		SP:Iteration 14Q (164232.130000 sec): 3 clusters
  Score: Raw -808144.525916 + Penalty 4275.574920 = -803868.950996
  nChanged 28
		SP:Iteration 15Q (164232.330000 sec): 3 clusters
  Score: Raw -808155.604593 + Penalty 4275.574920 = -803880.029674
  nChanged 26
		SP:Iteration 16Q (164232.530000 sec): 3 clusters
  Score: Raw -808166.531595 + Penalty 4275.574920 = -803890.956675
  nChanged 23
		SP:Iteration 17Q (164232.730000 sec): 3 clusters
  Score: Raw -808176.850292 + Penalty 4275.574920 = -803901.275372
  nChanged 21
		SP:Iteration 18Q (164232.930000 sec): 3 clusters
  Score: Raw -808185.407938 + Penalty 4275.574920 = -803909.833018
  nChanged 17
		SP:Iteration 19Q (164233.120000 sec): 3 clusters
  Score: Raw -808190.432391 + Penalty 4275.574920 = -803914.857471
  nChanged 11
		SP:Iteration 20F (164233.370000 sec): 3 clusters
  Score: Raw -808194.430009 + Penalty 4275.574920 = -803918.855089
  nChanged 12
		SP:Iteration 21Q (164233.570000 sec): 3 clusters
  Score: Raw -808198.034504 + Penalty 4275.574920 = -803922.459584
  nChanged 8
		SP:Iteration 22Q (164233.790000 sec): 3 clusters
  Score: Raw -808200.730845 + Penalty 4275.574920 = -803925.155925
  nChanged 10
		SP:Iteration 23Q (164233.980000 sec): 3 clusters
  Score: Raw -808205.012990 + Penalty 4275.574920 = -803929.438070
  nChanged 11
		SP:Iteration 24Q (164234.190000 sec): 3 clusters
  Score: Raw -808208.238136 + Penalty 4275.574920 = -803932.663216
  nChanged 10
		SP:Iteration 25Q (164234.380000 sec): 3 clusters
  Score: Raw -808212.167395 + Penalty 4275.574920 = -803936.592475
  nChanged 6
		SP:Iteration 26Q (164234.570000 sec): 3 clusters
  Score: Raw -808213.253287 + Penalty 4275.574920 = -803937.678367
  nChanged 3
		SP:Iteration 27Q (164234.770000 sec): 3 clusters
  Score: Raw -808214.301208 + Penalty 4275.574920 = -803938.726288
  nChanged 1
		SP:Iteration 28Q (164234.960000 sec): 3 clusters
  Score: Raw -808214.553317 + Penalty 4275.574920 = -803938.978397
  nChanged 4
		SP:Iteration 29Q (164235.150000 sec): 3 clusters
  Score: Raw -808215.647506 + Penalty 4275.574920 = -803940.072587
  nChanged 6
		SP:Iteration 30Q (164235.350000 sec): 3 clusters
  Score: Raw -808217.123117 + Penalty 4275.574920 = -803941.548197
  nChanged 3
		SP:Iteration 31Q (164235.540000 sec): 3 clusters
  Score: Raw -808218.129568 + Penalty 4275.574920 = -803942.554649
  nChanged 2
		SP:Iteration 32Q (164235.730000 sec): 3 clusters
  Score: Raw -808219.510986 + Penalty 4275.574920 = -803943.936066
  nChanged 4
		SP:Iteration 33Q (164235.970000 sec): 3 clusters
  Score: Raw -808220.460634 + Penalty 4275.574920 = -803944.885715
  nChanged 4
		SP:Iteration 34Q (164236.110000 sec): 3 clusters
  Score: Raw -808221.569211 + Penalty 4275.574920 = -803945.994291
  nChanged 1
		SP:Iteration 35Q (164236.290000 sec): 3 clusters
  Score: Raw -808221.630160 + Penalty 4275.574920 = -803946.055240
  nChanged 2
		SP:Iteration 36Q (164236.470000 sec): 3 clusters
  Score: Raw -808223.004141 + Penalty 4275.574920 = -803947.429221
  nChanged 11
		SP:Iteration 37Q (164236.660000 sec): 3 clusters
  Score: Raw -808225.833843 + Penalty 4275.574920 = -803950.258923
  nChanged 9
		SP:Iteration 38Q (164236.860000 sec): 3 clusters
  Score: Raw -808229.113718 + Penalty 4275.574920 = -803953.538798
  nChanged 11
		SP:Iteration 39Q (164237.100000 sec): 3 clusters
  Score: Raw -808232.225764 + Penalty 4275.574920 = -803956.650844
  nChanged 7
		SP:Iteration 40F (164237.210000 sec): 3 clusters
  Score: Raw -808235.114286 + Penalty 4275.574920 = -803959.539366
  nChanged 11
		SP:Iteration 41Q (164237.440000 sec): 3 clusters
  Score: Raw -808239.811721 + Penalty 4275.574920 = -803964.236801
  nChanged 11
		SP:Iteration 42Q (164237.590000 sec): 3 clusters
  Score: Raw -808244.485656 + Penalty 4275.574920 = -803968.910737
  nChanged 12
		SP:Iteration 43Q (164237.790000 sec): 3 clusters
  Score: Raw -808248.194590 + Penalty 4275.574920 = -803972.619670
  nChanged 8
		SP:Iteration 44Q (164237.990000 sec): 3 clusters
  Score: Raw -808250.793555 + Penalty 4275.574920 = -803975.218635
  nChanged 8
		SP:Iteration 45Q (164238.190000 sec): 3 clusters
  Score: Raw -808252.932617 + Penalty 4275.574920 = -803977.357698
  nChanged 6
		SP:Iteration 46Q (164238.390000 sec): 3 clusters
  Score: Raw -808254.947533 + Penalty 4275.574920 = -803979.372613
  nChanged 3
		SP:Iteration 47Q (164238.590000 sec): 3 clusters
  Score: Raw -808255.975865 + Penalty 4275.574920 = -803980.400945
  nChanged 4
		SP:Iteration 48Q (164238.790000 sec): 3 clusters
  Score: Raw -808256.732597 + Penalty 4275.574920 = -803981.157677
  nChanged 2
		SP:Iteration 49Q (164238.980000 sec): 3 clusters
  Score: Raw -808256.854105 + Penalty 4275.574920 = -803981.279185
  nChanged 0
		SP:Iteration 50F (164239.180000 sec): 3 clusters
  Score: Raw -808256.854105 + Penalty 4275.574920 = -803981.279185
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 65 (8982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164239.310000 sec): 2 clusters
  Score: Raw -1430571.661418 + Penalty 2257.538508 = -1428314.122910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164239.590000 sec): 3 clusters
  Score: Raw -1425775.884357 + Penalty 4515.077015 = -1421260.807342
  nChanged 3723
		SP:Iteration 1F (164239.770000 sec): 3 clusters
  Score: Raw -1427973.751793 + Penalty 4515.077015 = -1423458.674777
  nChanged 748
		SP:Iteration 2F (164240.020000 sec): 3 clusters
  Score: Raw -1428520.039779 + Penalty 4515.077015 = -1424004.962763
  nChanged 675
		SP:Iteration 3F (164240.260000 sec): 3 clusters
  Score: Raw -1429100.457370 + Penalty 4515.077015 = -1424585.380354
  nChanged 624
		SP:Iteration 4F (164240.490000 sec): 3 clusters
  Score: Raw -1429622.395984 + Penalty 4515.077015 = -1425107.318969
  nChanged 540
		SP:Iteration 5F (164240.740000 sec): 3 clusters
  Score: Raw -1430068.769617 + Penalty 4515.077015 = -1425553.692602
  nChanged 503
		SP:Iteration 6F (164240.930000 sec): 3 clusters
  Score: Raw -1430444.079390 + Penalty 4515.077015 = -1425929.002374
  nChanged 405
		SP:Iteration 7Q (164241.190000 sec): 3 clusters
  Score: Raw -1430703.613032 + Penalty 4515.077015 = -1426188.536016
  nChanged 290
		SP:Iteration 8Q (164241.390000 sec): 3 clusters
  Score: Raw -1430872.299380 + Penalty 4515.077015 = -1426357.222365
  nChanged 236
		SP:Iteration 9Q (164241.600000 sec): 3 clusters
  Score: Raw -1430993.295213 + Penalty 4515.077015 = -1426478.218198
  nChanged 169
		SP:Iteration 10Q (164241.810000 sec): 3 clusters
  Score: Raw -1431069.130045 + Penalty 4515.077015 = -1426554.053029
  nChanged 145
		SP:Iteration 11Q (164242.020000 sec): 3 clusters
  Score: Raw -1431130.467937 + Penalty 4515.077015 = -1426615.390921
  nChanged 132
		SP:Iteration 12Q (164242.230000 sec): 3 clusters
  Score: Raw -1431180.753149 + Penalty 4515.077015 = -1426665.676134
  nChanged 99
		SP:Iteration 13Q (164242.440000 sec): 3 clusters
  Score: Raw -1431213.416314 + Penalty 4515.077015 = -1426698.339298
  nChanged 92
		SP:Iteration 14Q (164242.690000 sec): 3 clusters
  Score: Raw -1431240.820258 + Penalty 4515.077015 = -1426725.743243
  nChanged 81
		SP:Iteration 15Q (164242.890000 sec): 3 clusters
  Score: Raw -1431268.456484 + Penalty 4515.077015 = -1426753.379469
  nChanged 95
		SP:Iteration 16Q (164243.090000 sec): 3 clusters
  Score: Raw -1431301.286590 + Penalty 4515.077015 = -1426786.209575
  nChanged 87
		SP:Iteration 17Q (164243.300000 sec): 3 clusters
  Score: Raw -1431330.788870 + Penalty 4515.077015 = -1426815.711855
  nChanged 76
		SP:Iteration 18Q (164243.580000 sec): 3 clusters
  Score: Raw -1431355.911383 + Penalty 4515.077015 = -1426840.834368
  nChanged 75
		SP:Iteration 19Q (164243.800000 sec): 3 clusters
  Score: Raw -1431381.154734 + Penalty 4515.077015 = -1426866.077718
  nChanged 84
		SP:Iteration 20F (164244.050000 sec): 3 clusters
  Score: Raw -1431411.866650 + Penalty 4515.077015 = -1426896.789634
  nChanged 83
		SP:Iteration 21Q (164244.300000 sec): 3 clusters
  Score: Raw -1431439.774898 + Penalty 4515.077015 = -1426924.697882
  nChanged 77
		SP:Iteration 22Q (164244.470000 sec): 3 clusters
  Score: Raw -1431461.798172 + Penalty 4515.077015 = -1426946.721157
  nChanged 73
		SP:Iteration 23Q (164244.710000 sec): 3 clusters
  Score: Raw -1431483.949246 + Penalty 4515.077015 = -1426968.872231
  nChanged 53
		SP:Iteration 24Q (164244.920000 sec): 3 clusters
  Score: Raw -1431497.346075 + Penalty 4515.077015 = -1426982.269060
  nChanged 47
		SP:Iteration 25Q (164245.180000 sec): 3 clusters
  Score: Raw -1431510.222362 + Penalty 4515.077015 = -1426995.145347
  nChanged 48
		SP:Iteration 26Q (164245.370000 sec): 3 clusters
  Score: Raw -1431523.734007 + Penalty 4515.077015 = -1427008.656992
  nChanged 40
		SP:Iteration 27Q (164245.580000 sec): 3 clusters
  Score: Raw -1431532.790667 + Penalty 4515.077015 = -1427017.713652
  nChanged 27
		SP:Iteration 28Q (164245.780000 sec): 3 clusters
  Score: Raw -1431539.341741 + Penalty 4515.077015 = -1427024.264726
  nChanged 25
		SP:Iteration 29Q (164246.020000 sec): 3 clusters
  Score: Raw -1431546.249418 + Penalty 4515.077015 = -1427031.172403
  nChanged 29
		SP:Iteration 30Q (164246.270000 sec): 3 clusters
  Score: Raw -1431553.128362 + Penalty 4515.077015 = -1427038.051346
  nChanged 30
		SP:Iteration 31Q (164246.520000 sec): 3 clusters
  Score: Raw -1431560.794651 + Penalty 4515.077015 = -1427045.717636
  nChanged 37
		SP:Iteration 32Q (164246.750000 sec): 3 clusters
  Score: Raw -1431569.622955 + Penalty 4515.077015 = -1427054.545940
  nChanged 29
		SP:Iteration 33Q (164246.970000 sec): 3 clusters
  Score: Raw -1431577.197867 + Penalty 4515.077015 = -1427062.120851
  nChanged 32
		SP:Iteration 34Q (164247.170000 sec): 3 clusters
  Score: Raw -1431585.725292 + Penalty 4515.077015 = -1427070.648276
  nChanged 39
		SP:Iteration 35Q (164247.350000 sec): 3 clusters
  Score: Raw -1431596.217945 + Penalty 4515.077015 = -1427081.140929
  nChanged 38
		SP:Iteration 36Q (164247.530000 sec): 3 clusters
  Score: Raw -1431606.110093 + Penalty 4515.077015 = -1427091.033078
  nChanged 39
		SP:Iteration 37Q (164247.780000 sec): 3 clusters
  Score: Raw -1431616.330235 + Penalty 4515.077015 = -1427101.253220
  nChanged 29
		SP:Iteration 38Q (164248.020000 sec): 3 clusters
  Score: Raw -1431624.231463 + Penalty 4515.077015 = -1427109.154447
  nChanged 32
		SP:Iteration 39Q (164248.230000 sec): 3 clusters
  Score: Raw -1431632.908238 + Penalty 4515.077015 = -1427117.831222
  nChanged 34
		SP:Iteration 40F (164248.440000 sec): 3 clusters
  Score: Raw -1431643.017120 + Penalty 4515.077015 = -1427127.940105
  nChanged 41
		SP:Iteration 41Q (164248.640000 sec): 3 clusters
  Score: Raw -1431655.634088 + Penalty 4515.077015 = -1427140.557072
  nChanged 40
		SP:Iteration 42Q (164248.850000 sec): 3 clusters
  Score: Raw -1431666.999570 + Penalty 4515.077015 = -1427151.922555
  nChanged 35
		SP:Iteration 43Q (164249.050000 sec): 3 clusters
  Score: Raw -1431676.110844 + Penalty 4515.077015 = -1427161.033828
  nChanged 27
		SP:Iteration 44Q (164249.260000 sec): 3 clusters
  Score: Raw -1431683.030029 + Penalty 4515.077015 = -1427167.953014
  nChanged 17
		SP:Iteration 45Q (164249.460000 sec): 3 clusters
  Score: Raw -1431686.897651 + Penalty 4515.077015 = -1427171.820636
  nChanged 18
		SP:Iteration 46Q (164249.650000 sec): 3 clusters
  Score: Raw -1431692.867202 + Penalty 4515.077015 = -1427177.790186
  nChanged 26
		SP:Iteration 47Q (164249.860000 sec): 3 clusters
  Score: Raw -1431700.627186 + Penalty 4515.077015 = -1427185.550170
  nChanged 31
		SP:Iteration 48Q (164250.070000 sec): 3 clusters
  Score: Raw -1431709.039825 + Penalty 4515.077015 = -1427193.962810
  nChanged 28
		SP:Iteration 49Q (164250.280000 sec): 3 clusters
  Score: Raw -1431716.908069 + Penalty 4515.077015 = -1427201.831054
  nChanged 25
		SP:Iteration 50Q (164250.500000 sec): 3 clusters
  Score: Raw -1431723.410814 + Penalty 4515.077015 = -1427208.333798
  nChanged 20
		SP:Iteration 51Q (164250.720000 sec): 3 clusters
  Score: Raw -1431728.130011 + Penalty 4515.077015 = -1427213.052995
  nChanged 17
		SP:Iteration 52Q (164250.960000 sec): 3 clusters
  Score: Raw -1431732.533926 + Penalty 4515.077015 = -1427217.456910
  nChanged 15
		SP:Iteration 53Q (164251.140000 sec): 3 clusters
  Score: Raw -1431735.298258 + Penalty 4515.077015 = -1427220.221243
  nChanged 10
		SP:Iteration 54Q (164251.380000 sec): 3 clusters
  Score: Raw -1431738.247959 + Penalty 4515.077015 = -1427223.170944
  nChanged 20
		SP:Iteration 55Q (164251.580000 sec): 3 clusters
  Score: Raw -1431743.708369 + Penalty 4515.077015 = -1427228.631354
  nChanged 18
		SP:Iteration 56Q (164251.790000 sec): 3 clusters
  Score: Raw -1431748.225172 + Penalty 4515.077015 = -1427233.148156
  nChanged 16
		SP:Iteration 57Q (164252.000000 sec): 3 clusters
  Score: Raw -1431752.178329 + Penalty 4515.077015 = -1427237.101313
  nChanged 12
		SP:Iteration 58Q (164252.200000 sec): 3 clusters
  Score: Raw -1431754.964190 + Penalty 4515.077015 = -1427239.887175
  nChanged 14
		SP:Iteration 59Q (164252.420000 sec): 3 clusters
  Score: Raw -1431758.247757 + Penalty 4515.077015 = -1427243.170742
  nChanged 9
		SP:Iteration 60F (164252.620000 sec): 3 clusters
  Score: Raw -1431760.110397 + Penalty 4515.077015 = -1427245.033381
  nChanged 7
		SP:Iteration 61Q (164252.820000 sec): 3 clusters
  Score: Raw -1431761.348632 + Penalty 4515.077015 = -1427246.271617
  nChanged 4
		SP:Iteration 62Q (164253.080000 sec): 3 clusters
  Score: Raw -1431762.018052 + Penalty 4515.077015 = -1427246.941037
  nChanged 5
		SP:Iteration 63Q (164253.320000 sec): 3 clusters
  Score: Raw -1431762.881235 + Penalty 4515.077015 = -1427247.804220
  nChanged 7
		SP:Iteration 64Q (164253.580000 sec): 3 clusters
  Score: Raw -1431764.446234 + Penalty 4515.077015 = -1427249.369219
  nChanged 6
		SP:Iteration 65Q (164253.790000 sec): 3 clusters
  Score: Raw -1431765.734996 + Penalty 4515.077015 = -1427250.657980
  nChanged 6
		SP:Iteration 66Q (164254.040000 sec): 3 clusters
  Score: Raw -1431767.157637 + Penalty 4515.077015 = -1427252.080621
  nChanged 3
		SP:Iteration 67Q (164254.310000 sec): 3 clusters
  Score: Raw -1431767.951409 + Penalty 4515.077015 = -1427252.874393
  nChanged 1
		SP:Iteration 68Q (164254.440000 sec): 3 clusters
  Score: Raw -1431768.122579 + Penalty 4515.077015 = -1427253.045564
  nChanged 1
		SP:Iteration 69Q (164254.680000 sec): 3 clusters
  Score: Raw -1431768.383374 + Penalty 4515.077015 = -1427253.306359
  nChanged 0
		SP:Iteration 70F (164254.880000 sec): 3 clusters
  Score: Raw -1431768.383374 + Penalty 4515.077015 = -1427253.306359
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 66 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164254.960000 sec): 2 clusters
  Score: Raw -182649.413655 + Penalty 1767.468921 = -180881.944735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164255.140000 sec): 3 clusters
  Score: Raw -182387.858781 + Penalty 3534.937841 = -178852.920940
  nChanged 365
		SP:Iteration 1F (164255.310000 sec): 3 clusters
  Score: Raw -182963.681428 + Penalty 3534.937841 = -179428.743587
  nChanged 140
		SP:Iteration 2F (164255.490000 sec): 3 clusters
  Score: Raw -183205.522157 + Penalty 3534.937841 = -179670.584316
  nChanged 77
		SP:Iteration 3F (164255.660000 sec): 3 clusters
  Score: Raw -183377.878415 + Penalty 3534.937841 = -179842.940573
  nChanged 65
		SP:Iteration 4F (164255.840000 sec): 3 clusters
  Score: Raw -183554.818331 + Penalty 3534.937841 = -180019.880490
  nChanged 72
		SP:Iteration 5F (164256.020000 sec): 3 clusters
  Score: Raw -183732.479130 + Penalty 3534.937841 = -180197.541289
  nChanged 66
		SP:Iteration 6F (164256.190000 sec): 3 clusters
  Score: Raw -183847.933933 + Penalty 3534.937841 = -180312.996092
  nChanged 45
		SP:Iteration 7Q (164256.370000 sec): 3 clusters
  Score: Raw -183923.370558 + Penalty 3534.937841 = -180388.432717
  nChanged 24
		SP:Iteration 8Q (164256.540000 sec): 3 clusters
  Score: Raw -183952.410482 + Penalty 3534.937841 = -180417.472641
  nChanged 19
		SP:Iteration 9Q (164256.720000 sec): 3 clusters
  Score: Raw -183975.338480 + Penalty 3534.937841 = -180440.400639
  nChanged 14
		SP:Iteration 10Q (164256.900000 sec): 3 clusters
  Score: Raw -183998.977547 + Penalty 3534.937841 = -180464.039706
  nChanged 4
		SP:Iteration 11Q (164257.070000 sec): 3 clusters
  Score: Raw -184005.015576 + Penalty 3534.937841 = -180470.077734
  nChanged 1
		SP:Iteration 12Q (164257.220000 sec): 3 clusters
  Score: Raw -184006.676989 + Penalty 3534.937841 = -180471.739148
  nChanged 0
		SP:Iteration 13F (164257.410000 sec): 3 clusters
  Score: Raw -184006.676989 + Penalty 3534.937841 = -180471.739148
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 67 (1656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164257.490000 sec): 2 clusters
  Score: Raw -259251.469364 + Penalty 1838.215763 = -257413.253600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164257.660000 sec): 3 clusters
  Score: Raw -258701.629872 + Penalty 3676.431526 = -255025.198345
  nChanged 478
		SP:Iteration 1F (164257.870000 sec): 3 clusters
  Score: Raw -259072.839977 + Penalty 3676.431526 = -255396.408451
  nChanged 110
		SP:Iteration 2F (164257.900000 sec): 3 clusters
  Score: Raw -259173.973843 + Penalty 3676.431526 = -255497.542317
  nChanged 67
		SP:Iteration 3Q (164257.940000 sec): 3 clusters
  Score: Raw -259244.032768 + Penalty 3676.431526 = -255567.601242
  nChanged 47
		SP:Iteration 4Q (164258.080000 sec): 3 clusters
  Score: Raw -259292.973255 + Penalty 3676.431526 = -255616.541729
  nChanged 49
		SP:Iteration 5Q (164258.230000 sec): 3 clusters
  Score: Raw -259340.239015 + Penalty 3676.431526 = -255663.807489
  nChanged 35
		SP:Iteration 6Q (164258.390000 sec): 3 clusters
  Score: Raw -259372.315184 + Penalty 3676.431526 = -255695.883658
  nChanged 28
		SP:Iteration 7Q (164258.560000 sec): 3 clusters
  Score: Raw -259403.469880 + Penalty 3676.431526 = -255727.038354
  nChanged 29
		SP:Iteration 8Q (164258.740000 sec): 3 clusters
  Score: Raw -259436.115837 + Penalty 3676.431526 = -255759.684311
  nChanged 30
		SP:Iteration 9Q (164258.920000 sec): 3 clusters
  Score: Raw -259460.977930 + Penalty 3676.431526 = -255784.546404
  nChanged 22
		SP:Iteration 10Q (164259.090000 sec): 3 clusters
  Score: Raw -259478.606636 + Penalty 3676.431526 = -255802.175110
  nChanged 15
		SP:Iteration 11Q (164259.270000 sec): 3 clusters
  Score: Raw -259491.357998 + Penalty 3676.431526 = -255814.926472
  nChanged 16
		SP:Iteration 12Q (164259.440000 sec): 3 clusters
  Score: Raw -259508.790000 + Penalty 3676.431526 = -255832.358474
  nChanged 12
		SP:Iteration 13Q (164259.620000 sec): 3 clusters
  Score: Raw -259518.293372 + Penalty 3676.431526 = -255841.861846
  nChanged 16
		SP:Iteration 14Q (164259.800000 sec): 3 clusters
  Score: Raw -259532.064095 + Penalty 3676.431526 = -255855.632569
  nChanged 12
		SP:Iteration 15Q (164259.970000 sec): 3 clusters
  Score: Raw -259542.788440 + Penalty 3676.431526 = -255866.356914
  nChanged 14
		SP:Iteration 16Q (164260.150000 sec): 3 clusters
  Score: Raw -259555.728151 + Penalty 3676.431526 = -255879.296625
  nChanged 9
		SP:Iteration 17Q (164260.320000 sec): 3 clusters
  Score: Raw -259561.652927 + Penalty 3676.431526 = -255885.221401
  nChanged 7
		SP:Iteration 18Q (164260.500000 sec): 3 clusters
  Score: Raw -259568.907403 + Penalty 3676.431526 = -255892.475877
  nChanged 6
		SP:Iteration 19Q (164260.670000 sec): 3 clusters
  Score: Raw -259572.055530 + Penalty 3676.431526 = -255895.624004
  nChanged 5
		SP:Iteration 20F (164260.850000 sec): 3 clusters
  Score: Raw -259575.537259 + Penalty 3676.431526 = -255899.105733
  nChanged 2
		SP:Iteration 21Q (164261.020000 sec): 3 clusters
  Score: Raw -259577.047321 + Penalty 3676.431526 = -255900.615795
  nChanged 1
		SP:Iteration 22Q (164261.200000 sec): 3 clusters
  Score: Raw -259578.141247 + Penalty 3676.431526 = -255901.709721
  nChanged 1
		SP:Iteration 23Q (164261.380000 sec): 3 clusters
  Score: Raw -259578.525484 + Penalty 3676.431526 = -255902.093958
  nChanged 0
		SP:Iteration 24F (164261.550000 sec): 3 clusters
  Score: Raw -259578.525484 + Penalty 3676.431526 = -255902.093958
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 68 (4410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164261.680000 sec): 2 clusters
  Score: Raw -687287.477665 + Penalty 2081.124232 = -685206.353433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164261.830000 sec): 3 clusters
  Score: Raw -685273.158830 + Penalty 4162.248464 = -681110.910366
  nChanged 1696
		SP:Iteration 1F (164261.980000 sec): 3 clusters
  Score: Raw -686514.630068 + Penalty 4162.248464 = -682352.381604
  nChanged 453
		SP:Iteration 2F (164262.170000 sec): 3 clusters
  Score: Raw -687057.023942 + Penalty 4162.248464 = -682894.775478
  nChanged 399
		SP:Iteration 3F (164262.340000 sec): 3 clusters
  Score: Raw -687493.223667 + Penalty 4162.248464 = -683330.975203
  nChanged 303
		SP:Iteration 4F (164262.540000 sec): 3 clusters
  Score: Raw -687826.053288 + Penalty 4162.248464 = -683663.804824
  nChanged 253
		SP:Iteration 5F (164262.620000 sec): 3 clusters
  Score: Raw -688085.479530 + Penalty 4162.248464 = -683923.231066
  nChanged 177
		SP:Iteration 6Q (164262.820000 sec): 3 clusters
  Score: Raw -688248.614250 + Penalty 4162.248464 = -684086.365785
  nChanged 132
		SP:Iteration 7Q (164263.020000 sec): 3 clusters
  Score: Raw -688339.906107 + Penalty 4162.248464 = -684177.657643
  nChanged 87
		SP:Iteration 8Q (164263.220000 sec): 3 clusters
  Score: Raw -688385.280213 + Penalty 4162.248464 = -684223.031748
  nChanged 62
		SP:Iteration 9Q (164263.420000 sec): 3 clusters
  Score: Raw -688415.563189 + Penalty 4162.248464 = -684253.314724
  nChanged 45
		SP:Iteration 10Q (164263.630000 sec): 3 clusters
  Score: Raw -688436.197759 + Penalty 4162.248464 = -684273.949295
  nChanged 36
		SP:Iteration 11Q (164263.790000 sec): 3 clusters
  Score: Raw -688451.645280 + Penalty 4162.248464 = -684289.396815
  nChanged 31
		SP:Iteration 12Q (164263.980000 sec): 3 clusters
  Score: Raw -688465.036353 + Penalty 4162.248464 = -684302.787889
  nChanged 29
		SP:Iteration 13Q (164264.160000 sec): 3 clusters
  Score: Raw -688476.491032 + Penalty 4162.248464 = -684314.242567
  nChanged 24
		SP:Iteration 14Q (164264.320000 sec): 3 clusters
  Score: Raw -688486.188042 + Penalty 4162.248464 = -684323.939577
  nChanged 21
		SP:Iteration 15Q (164264.480000 sec): 3 clusters
  Score: Raw -688493.941070 + Penalty 4162.248464 = -684331.692605
  nChanged 16
		SP:Iteration 16Q (164264.640000 sec): 3 clusters
  Score: Raw -688499.993649 + Penalty 4162.248464 = -684337.745185
  nChanged 14
		SP:Iteration 17Q (164264.800000 sec): 3 clusters
  Score: Raw -688504.139375 + Penalty 4162.248464 = -684341.890911
  nChanged 10
		SP:Iteration 18Q (164264.960000 sec): 3 clusters
  Score: Raw -688507.668962 + Penalty 4162.248464 = -684345.420498
  nChanged 8
		SP:Iteration 19Q (164265.120000 sec): 3 clusters
  Score: Raw -688509.705962 + Penalty 4162.248464 = -684347.457498
  nChanged 4
		SP:Iteration 20F (164265.330000 sec): 3 clusters
  Score: Raw -688510.625845 + Penalty 4162.248464 = -684348.377381
  nChanged 2
		SP:Iteration 21Q (164265.490000 sec): 3 clusters
  Score: Raw -688511.096346 + Penalty 4162.248464 = -684348.847882
  nChanged 2
		SP:Iteration 22Q (164265.650000 sec): 3 clusters
  Score: Raw -688511.780680 + Penalty 4162.248464 = -684349.532216
  nChanged 2
		SP:Iteration 23Q (164265.820000 sec): 3 clusters
  Score: Raw -688512.528410 + Penalty 4162.248464 = -684350.279946
  nChanged 4
		SP:Iteration 24Q (164266.050000 sec): 3 clusters
  Score: Raw -688513.513436 + Penalty 4162.248464 = -684351.264972
  nChanged 3
		SP:Iteration 25Q (164266.190000 sec): 3 clusters
  Score: Raw -688514.290135 + Penalty 4162.248464 = -684352.041671
  nChanged 4
		SP:Iteration 26Q (164266.370000 sec): 3 clusters
  Score: Raw -688515.002249 + Penalty 4162.248464 = -684352.753785
  nChanged 4
		SP:Iteration 27Q (164266.540000 sec): 3 clusters
  Score: Raw -688515.901425 + Penalty 4162.248464 = -684353.652960
  nChanged 4
		SP:Iteration 28Q (164266.670000 sec): 3 clusters
  Score: Raw -688517.441112 + Penalty 4162.248464 = -684355.192648
  nChanged 7
		SP:Iteration 29Q (164266.860000 sec): 3 clusters
  Score: Raw -688519.710928 + Penalty 4162.248464 = -684357.462463
  nChanged 9
		SP:Iteration 30Q (164267.080000 sec): 3 clusters
  Score: Raw -688523.429378 + Penalty 4162.248464 = -684361.180914
  nChanged 9
		SP:Iteration 31Q (164267.220000 sec): 3 clusters
  Score: Raw -688527.049022 + Penalty 4162.248464 = -684364.800558
  nChanged 9
		SP:Iteration 32Q (164267.380000 sec): 3 clusters
  Score: Raw -688529.618578 + Penalty 4162.248464 = -684367.370114
  nChanged 6
		SP:Iteration 33Q (164267.550000 sec): 3 clusters
  Score: Raw -688531.632287 + Penalty 4162.248464 = -684369.383822
  nChanged 6
		SP:Iteration 34Q (164267.720000 sec): 3 clusters
  Score: Raw -688534.304677 + Penalty 4162.248464 = -684372.056212
  nChanged 6
		SP:Iteration 35Q (164267.880000 sec): 3 clusters
  Score: Raw -688537.177506 + Penalty 4162.248464 = -684374.929042
  nChanged 8
		SP:Iteration 36Q (164268.040000 sec): 3 clusters
  Score: Raw -688539.112132 + Penalty 4162.248464 = -684376.863667
  nChanged 3
		SP:Iteration 37Q (164268.210000 sec): 3 clusters
  Score: Raw -688539.780385 + Penalty 4162.248464 = -684377.531921
  nChanged 2
		SP:Iteration 38Q (164268.380000 sec): 3 clusters
  Score: Raw -688540.395235 + Penalty 4162.248464 = -684378.146770
  nChanged 2
		SP:Iteration 39Q (164268.540000 sec): 3 clusters
  Score: Raw -688540.740396 + Penalty 4162.248464 = -684378.491931
  nChanged 2
		SP:Iteration 40F (164268.710000 sec): 3 clusters
  Score: Raw -688541.140668 + Penalty 4162.248464 = -684378.892203
  nChanged 1
		SP:Iteration 41Q (164268.880000 sec): 3 clusters
  Score: Raw -688541.309693 + Penalty 4162.248464 = -684379.061229
  nChanged 1
		SP:Iteration 42Q (164269.040000 sec): 3 clusters
  Score: Raw -688541.502338 + Penalty 4162.248464 = -684379.253874
  nChanged 0
		SP:Iteration 43F (164269.210000 sec): 3 clusters
  Score: Raw -688541.502338 + Penalty 4162.248464 = -684379.253874
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 69 (2419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164269.290000 sec): 2 clusters
  Score: Raw -388213.720402 + Penalty 1932.195159 = -386281.525243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164269.460000 sec): 3 clusters
  Score: Raw -387230.134748 + Penalty 3864.390317 = -383365.744431
  nChanged 805
		SP:Iteration 1F (164269.640000 sec): 3 clusters
  Score: Raw -387776.316036 + Penalty 3864.390317 = -383911.925719
  nChanged 203
		SP:Iteration 2F (164269.820000 sec): 3 clusters
  Score: Raw -387931.362933 + Penalty 3864.390317 = -384066.972616
  nChanged 107
		SP:Iteration 3Q (164270.030000 sec): 3 clusters
  Score: Raw -388017.684088 + Penalty 3864.390317 = -384153.293771
  nChanged 67
		SP:Iteration 4Q (164270.200000 sec): 3 clusters
  Score: Raw -388057.546097 + Penalty 3864.390317 = -384193.155780
  nChanged 33
		SP:Iteration 5Q (164270.370000 sec): 3 clusters
  Score: Raw -388079.260035 + Penalty 3864.390317 = -384214.869718
  nChanged 38
		SP:Iteration 6Q (164270.530000 sec): 3 clusters
  Score: Raw -388105.598903 + Penalty 3864.390317 = -384241.208586
  nChanged 28
		SP:Iteration 7Q (164270.670000 sec): 3 clusters
  Score: Raw -388121.455585 + Penalty 3864.390317 = -384257.065267
  nChanged 15
		SP:Iteration 8Q (164270.830000 sec): 3 clusters
  Score: Raw -388128.759428 + Penalty 3864.390317 = -384264.369110
  nChanged 9
		SP:Iteration 9Q (164270.980000 sec): 3 clusters
  Score: Raw -388132.475636 + Penalty 3864.390317 = -384268.085318
  nChanged 4
		SP:Iteration 10Q (164271.160000 sec): 3 clusters
  Score: Raw -388134.576351 + Penalty 3864.390317 = -384270.186034
  nChanged 1
		SP:Iteration 11Q (164271.330000 sec): 3 clusters
  Score: Raw -388135.030563 + Penalty 3864.390317 = -384270.640246
  nChanged 2
		SP:Iteration 12Q (164271.510000 sec): 3 clusters
  Score: Raw -388135.625681 + Penalty 3864.390317 = -384271.235364
  nChanged 0
		SP:Iteration 13F (164271.680000 sec): 3 clusters
  Score: Raw -388135.625681 + Penalty 3864.390317 = -384271.235364
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 70 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164271.790000 sec): 2 clusters
  Score: Raw -715684.792322 + Penalty 2095.436946 = -713589.355376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164272.000000 sec): 3 clusters
  Score: Raw -713541.831247 + Penalty 4190.873892 = -709350.957355
  nChanged 1760
		SP:Iteration 1F (164272.120000 sec): 3 clusters
  Score: Raw -714691.376032 + Penalty 4190.873892 = -710500.502140
  nChanged 402
		SP:Iteration 2F (164272.290000 sec): 3 clusters
  Score: Raw -715016.913200 + Penalty 4190.873892 = -710826.039307
  nChanged 315
		SP:Iteration 3F (164272.450000 sec): 3 clusters
  Score: Raw -715308.071157 + Penalty 4190.873892 = -711117.197265
  nChanged 232
		SP:Iteration 4Q (164272.620000 sec): 3 clusters
  Score: Raw -715523.042404 + Penalty 4190.873892 = -711332.168511
  nChanged 219
		SP:Iteration 5Q (164272.780000 sec): 3 clusters
  Score: Raw -715729.748788 + Penalty 4190.873892 = -711538.874896
  nChanged 182
		SP:Iteration 6Q (164272.940000 sec): 3 clusters
  Score: Raw -715893.882746 + Penalty 4190.873892 = -711703.008854
  nChanged 154
		SP:Iteration 7Q (164273.220000 sec): 3 clusters
  Score: Raw -716014.031715 + Penalty 4190.873892 = -711823.157823
  nChanged 139
		SP:Iteration 8Q (164273.340000 sec): 3 clusters
  Score: Raw -716116.859932 + Penalty 4190.873892 = -711925.986040
  nChanged 122
		SP:Iteration 9Q (164273.570000 sec): 3 clusters
  Score: Raw -716207.110108 + Penalty 4190.873892 = -712016.236216
  nChanged 112
		SP:Iteration 10Q (164273.760000 sec): 3 clusters
  Score: Raw -716290.058363 + Penalty 4190.873892 = -712099.184471
  nChanged 120
		SP:Iteration 11Q (164274.000000 sec): 3 clusters
  Score: Raw -716376.476653 + Penalty 4190.873892 = -712185.602760
  nChanged 98
		SP:Iteration 12Q (164274.150000 sec): 3 clusters
  Score: Raw -716440.523192 + Penalty 4190.873892 = -712249.649300
  nChanged 100
		SP:Iteration 13Q (164274.280000 sec): 3 clusters
  Score: Raw -716512.608941 + Penalty 4190.873892 = -712321.735049
  nChanged 74
		SP:Iteration 14Q (164274.420000 sec): 3 clusters
  Score: Raw -716551.127884 + Penalty 4190.873892 = -712360.253992
  nChanged 58
		SP:Iteration 15Q (164274.560000 sec): 3 clusters
  Score: Raw -716575.362255 + Penalty 4190.873892 = -712384.488363
  nChanged 35
		SP:Iteration 16Q (164274.700000 sec): 3 clusters
  Score: Raw -716589.471431 + Penalty 4190.873892 = -712398.597539
  nChanged 25
		SP:Iteration 17Q (164274.870000 sec): 3 clusters
  Score: Raw -716599.289598 + Penalty 4190.873892 = -712408.415706
  nChanged 13
		SP:Iteration 18Q (164275.010000 sec): 3 clusters
  Score: Raw -716603.642630 + Penalty 4190.873892 = -712412.768738
  nChanged 15
		SP:Iteration 19Q (164275.150000 sec): 3 clusters
  Score: Raw -716608.251316 + Penalty 4190.873892 = -712417.377424
  nChanged 12
		SP:Iteration 20F (164275.300000 sec): 3 clusters
  Score: Raw -716611.662908 + Penalty 4190.873892 = -712420.789015
  nChanged 8
		SP:Iteration 21Q (164275.450000 sec): 3 clusters
  Score: Raw -716615.218436 + Penalty 4190.873892 = -712424.344544
  nChanged 11
		SP:Iteration 22Q (164275.600000 sec): 3 clusters
  Score: Raw -716618.767986 + Penalty 4190.873892 = -712427.894094
  nChanged 8
		SP:Iteration 23Q (164275.750000 sec): 3 clusters
  Score: Raw -716622.496540 + Penalty 4190.873892 = -712431.622648
  nChanged 6
		SP:Iteration 24Q (164275.900000 sec): 3 clusters
  Score: Raw -716624.556008 + Penalty 4190.873892 = -712433.682115
  nChanged 3
		SP:Iteration 25Q (164276.050000 sec): 3 clusters
  Score: Raw -716626.289678 + Penalty 4190.873892 = -712435.415785
  nChanged 3
		SP:Iteration 26Q (164276.200000 sec): 3 clusters
  Score: Raw -716627.197195 + Penalty 4190.873892 = -712436.323303
  nChanged 3
		SP:Iteration 27Q (164276.390000 sec): 3 clusters
  Score: Raw -716627.664227 + Penalty 4190.873892 = -712436.790335
  nChanged 3
		SP:Iteration 28Q (164276.540000 sec): 3 clusters
  Score: Raw -716628.234308 + Penalty 4190.873892 = -712437.360416
  nChanged 1
		SP:Iteration 29Q (164276.720000 sec): 3 clusters
  Score: Raw -716628.284717 + Penalty 4190.873892 = -712437.410825
  nChanged 1
		SP:Iteration 30Q (164276.930000 sec): 3 clusters
  Score: Raw -716628.580037 + Penalty 4190.873892 = -712437.706145
  nChanged 1
		SP:Iteration 31Q (164277.160000 sec): 3 clusters
  Score: Raw -716628.984029 + Penalty 4190.873892 = -712438.110137
  nChanged 0
		SP:Iteration 32F (164277.310000 sec): 3 clusters
  Score: Raw -716628.984029 + Penalty 4190.873892 = -712438.110137
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 71 (314072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164278.860000 sec): 2 clusters
  Score: Raw -49232539.154879 + Penalty 3139.029629 = -49229400.125249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164281.570000 sec): 3 clusters
  Score: Raw -49025002.424776 + Penalty 6278.059259 = -49018724.365517
  nChanged 151806
		SP:Iteration 1F (164284.240000 sec): 3 clusters
  Score: Raw -49115608.386763 + Penalty 6278.059259 = -49109330.327504
  nChanged 10401
		SP:Iteration 2Q (164286.910000 sec): 3 clusters
  Score: Raw -49118473.118333 + Penalty 6278.059259 = -49112195.059074
  nChanged 12017
		SP:Iteration 3Q (164290.020000 sec): 3 clusters
  Score: Raw -49122402.569957 + Penalty 6278.059259 = -49116124.510699
  nChanged 14135
		SP:Iteration 4Q (164292.620000 sec): 3 clusters
  Score: Raw -49127786.634089 + Penalty 6278.059259 = -49121508.574830
  nChanged 15767
		SP:Iteration 5F (164295.500000 sec): 3 clusters
  Score: Raw -49134322.721044 + Penalty 6278.059259 = -49128044.661785
  nChanged 16464
		SP:Iteration 6F (164298.120000 sec): 3 clusters
  Score: Raw -49141416.383704 + Penalty 6278.059259 = -49135138.324445
  nChanged 16217
		SP:Iteration 7F (164300.590000 sec): 3 clusters
  Score: Raw -49148380.075569 + Penalty 6278.059259 = -49142102.016310
  nChanged 15159
		SP:Iteration 8Q (164303.570000 sec): 3 clusters
  Score: Raw -49154754.307978 + Penalty 6278.059259 = -49148476.248719
  nChanged 13741
		SP:Iteration 9Q (164306.190000 sec): 3 clusters
  Score: Raw -49160803.518515 + Penalty 6278.059259 = -49154525.459256
  nChanged 12636
		SP:Iteration 10Q (164309.190000 sec): 3 clusters
  Score: Raw -49167372.233420 + Penalty 6278.059259 = -49161094.174162
  nChanged 12110
		SP:Iteration 11Q (164311.990000 sec): 3 clusters
  Score: Raw -49175127.443194 + Penalty 6278.059259 = -49168849.383935
  nChanged 12348
		SP:Iteration 12Q (164314.850000 sec): 3 clusters
  Score: Raw -49184026.505222 + Penalty 6278.059259 = -49177748.445963
  nChanged 11725
		SP:Iteration 13Q (164317.850000 sec): 3 clusters
  Score: Raw -49192190.295349 + Penalty 6278.059259 = -49185912.236090
  nChanged 9821
		SP:Iteration 14Q (164320.280000 sec): 3 clusters
  Score: Raw -49197666.119697 + Penalty 6278.059259 = -49191388.060438
  nChanged 7250
		SP:Iteration 15Q (164323.110000 sec): 3 clusters
  Score: Raw -49200867.421221 + Penalty 6278.059259 = -49194589.361962
  nChanged 5413
		SP:Iteration 16Q (164325.610000 sec): 3 clusters
  Score: Raw -49202920.876097 + Penalty 6278.059259 = -49196642.816838
  nChanged 4641
		SP:Iteration 17Q (164328.140000 sec): 3 clusters
  Score: Raw -49204471.776369 + Penalty 6278.059259 = -49198193.717110
  nChanged 4328
		SP:Iteration 18Q (164330.840000 sec): 3 clusters
  Score: Raw -49205824.586806 + Penalty 6278.059259 = -49199546.527547
  nChanged 4330
		SP:Iteration 19Q (164333.170000 sec): 3 clusters
  Score: Raw -49207180.980272 + Penalty 6278.059259 = -49200902.921013
  nChanged 4388
		SP:Iteration 20F (164335.720000 sec): 3 clusters
  Score: Raw -49208596.922175 + Penalty 6278.059259 = -49202318.862916
  nChanged 4498
		SP:Iteration 21Q (164338.370000 sec): 3 clusters
  Score: Raw -49210134.428398 + Penalty 6278.059259 = -49203856.369139
  nChanged 4622
		SP:Iteration 22Q (164340.750000 sec): 3 clusters
  Score: Raw -49211863.082449 + Penalty 6278.059259 = -49205585.023191
  nChanged 4673
		SP:Iteration 23Q (164342.970000 sec): 3 clusters
  Score: Raw -49213731.606885 + Penalty 6278.059259 = -49207453.547626
  nChanged 4568
		SP:Iteration 24Q (164345.580000 sec): 3 clusters
  Score: Raw -49215648.453890 + Penalty 6278.059259 = -49209370.394631
  nChanged 4449
		SP:Iteration 25Q (164348.090000 sec): 3 clusters
  Score: Raw -49217665.620687 + Penalty 6278.059259 = -49211387.561428
  nChanged 4380
		SP:Iteration 26Q (164350.250000 sec): 3 clusters
  Score: Raw -49219798.980487 + Penalty 6278.059259 = -49213520.921229
  nChanged 4116
		SP:Iteration 27Q (164352.780000 sec): 3 clusters
  Score: Raw -49221939.955079 + Penalty 6278.059259 = -49215661.895820
  nChanged 3743
		SP:Iteration 28Q (164355.330000 sec): 3 clusters
  Score: Raw -49223999.699395 + Penalty 6278.059259 = -49217721.640136
  nChanged 3292
		SP:Iteration 29Q (164357.470000 sec): 3 clusters
  Score: Raw -49225879.756711 + Penalty 6278.059259 = -49219601.697452
  nChanged 2865
		SP:Iteration 30Q (164359.930000 sec): 3 clusters
  Score: Raw -49227535.355527 + Penalty 6278.059259 = -49221257.296268
  nChanged 2303
		SP:Iteration 31Q (164362.560000 sec): 3 clusters
  Score: Raw -49228846.562233 + Penalty 6278.059259 = -49222568.502975
  nChanged 1889
		SP:Iteration 32Q (164364.980000 sec): 3 clusters
  Score: Raw -49229876.037442 + Penalty 6278.059259 = -49223597.978183
  nChanged 1532
		SP:Iteration 33Q (164366.960000 sec): 3 clusters
  Score: Raw -49230644.825524 + Penalty 6278.059259 = -49224366.766265
  nChanged 1180
		SP:Iteration 34Q (164369.310000 sec): 3 clusters
  Score: Raw -49231200.909740 + Penalty 6278.059259 = -49224922.850481
  nChanged 974
		SP:Iteration 35Q (164371.820000 sec): 3 clusters
  Score: Raw -49231622.329449 + Penalty 6278.059259 = -49225344.270190
  nChanged 787
		SP:Iteration 36Q (164374.290000 sec): 3 clusters
  Score: Raw -49231945.920350 + Penalty 6278.059259 = -49225667.861091
  nChanged 607
		SP:Iteration 37Q (164376.240000 sec): 3 clusters
  Score: Raw -49232182.184086 + Penalty 6278.059259 = -49225904.124827
  nChanged 516
		SP:Iteration 38Q (164378.370000 sec): 3 clusters
  Score: Raw -49232380.889242 + Penalty 6278.059259 = -49226102.829983
  nChanged 396
		SP:Iteration 39Q (164380.910000 sec): 3 clusters
  Score: Raw -49232513.318910 + Penalty 6278.059259 = -49226235.259651
  nChanged 324
		SP:Iteration 40F (164383.210000 sec): 3 clusters
  Score: Raw -49232621.644350 + Penalty 6278.059259 = -49226343.585091
  nChanged 268
		SP:Iteration 41Q (164385.310000 sec): 3 clusters
  Score: Raw -49232717.699720 + Penalty 6278.059259 = -49226439.640462
  nChanged 217
		SP:Iteration 42Q (164387.280000 sec): 3 clusters
  Score: Raw -49232792.605538 + Penalty 6278.059259 = -49226514.546279
  nChanged 173
		SP:Iteration 43Q (164389.270000 sec): 3 clusters
  Score: Raw -49232849.180173 + Penalty 6278.059259 = -49226571.120915
  nChanged 128
		SP:Iteration 44Q (164391.220000 sec): 3 clusters
  Score: Raw -49232890.322602 + Penalty 6278.059259 = -49226612.263343
  nChanged 118
		SP:Iteration 45Q (164393.110000 sec): 3 clusters
  Score: Raw -49232930.883291 + Penalty 6278.059259 = -49226652.824033
  nChanged 112
		SP:Iteration 46Q (164395.370000 sec): 3 clusters
  Score: Raw -49232966.716738 + Penalty 6278.059259 = -49226688.657479
  nChanged 107
		SP:Iteration 47Q (164397.580000 sec): 3 clusters
  Score: Raw -49232998.121975 + Penalty 6278.059259 = -49226720.062716
  nChanged 79
		SP:Iteration 48Q (164399.820000 sec): 3 clusters
  Score: Raw -49233022.311873 + Penalty 6278.059259 = -49226744.252615
  nChanged 74
		SP:Iteration 49Q (164402.030000 sec): 3 clusters
  Score: Raw -49233044.931179 + Penalty 6278.059259 = -49226766.871920
  nChanged 83
		SP:Iteration 50Q (164404.180000 sec): 3 clusters
  Score: Raw -49233076.331341 + Penalty 6278.059259 = -49226798.272082
  nChanged 76
		SP:Iteration 51Q (164406.240000 sec): 3 clusters
  Score: Raw -49233101.905204 + Penalty 6278.059259 = -49226823.845945
  nChanged 64
		SP:Iteration 52Q (164408.340000 sec): 3 clusters
  Score: Raw -49233122.909363 + Penalty 6278.059259 = -49226844.850104
  nChanged 46
		SP:Iteration 53Q (164410.260000 sec): 3 clusters
  Score: Raw -49233136.934541 + Penalty 6278.059259 = -49226858.875282
  nChanged 44
		SP:Iteration 54Q (164412.400000 sec): 3 clusters
  Score: Raw -49233150.295343 + Penalty 6278.059259 = -49226872.236085
  nChanged 42
		SP:Iteration 55Q (164414.660000 sec): 3 clusters
  Score: Raw -49233161.565613 + Penalty 6278.059259 = -49226883.506354
  nChanged 30
		SP:Iteration 56Q (164417.010000 sec): 3 clusters
  Score: Raw -49233171.334898 + Penalty 6278.059259 = -49226893.275640
  nChanged 34
		SP:Iteration 57Q (164419.400000 sec): 3 clusters
  Score: Raw -49233180.230348 + Penalty 6278.059259 = -49226902.171089
  nChanged 24
		SP:Iteration 58Q (164421.460000 sec): 3 clusters
  Score: Raw -49233186.949191 + Penalty 6278.059259 = -49226908.889932
  nChanged 16
		SP:Iteration 59Q (164423.350000 sec): 3 clusters
  Score: Raw -49233190.783097 + Penalty 6278.059259 = -49226912.723838
  nChanged 9
		SP:Iteration 60F (164425.680000 sec): 3 clusters
  Score: Raw -49233192.481641 + Penalty 6278.059259 = -49226914.422382
  nChanged 5
		SP:Iteration 61Q (164427.680000 sec): 3 clusters
  Score: Raw -49233193.217932 + Penalty 6278.059259 = -49226915.158673
  nChanged 4
		SP:Iteration 62Q (164429.630000 sec): 3 clusters
  Score: Raw -49233193.954465 + Penalty 6278.059259 = -49226915.895206
  nChanged 2
		SP:Iteration 63Q (164431.660000 sec): 3 clusters
  Score: Raw -49233194.437141 + Penalty 6278.059259 = -49226916.377883
  nChanged 2
		SP:Iteration 64Q (164433.670000 sec): 3 clusters
  Score: Raw -49233195.220504 + Penalty 6278.059259 = -49226917.161245
  nChanged 4
		SP:Iteration 65Q (164435.860000 sec): 3 clusters
  Score: Raw -49233196.477281 + Penalty 6278.059259 = -49226918.418022
  nChanged 5
		SP:Iteration 66Q (164437.830000 sec): 3 clusters
  Score: Raw -49233197.759068 + Penalty 6278.059259 = -49226919.699809
  nChanged 5
		SP:Iteration 67Q (164439.800000 sec): 3 clusters
  Score: Raw -49233198.895071 + Penalty 6278.059259 = -49226920.835813
  nChanged 3
		SP:Iteration 68Q (164441.840000 sec): 3 clusters
  Score: Raw -49233199.410111 + Penalty 6278.059259 = -49226921.350853
  nChanged 2
		SP:Iteration 69Q (164443.860000 sec): 3 clusters
  Score: Raw -49233200.152940 + Penalty 6278.059259 = -49226922.093682
  nChanged 3
		SP:Iteration 70Q (164445.850000 sec): 3 clusters
  Score: Raw -49233200.850765 + Penalty 6278.059259 = -49226922.791506
  nChanged 4
		SP:Iteration 71Q (164447.840000 sec): 3 clusters
  Score: Raw -49233201.733047 + Penalty 6278.059259 = -49226923.673788
  nChanged 7
		SP:Iteration 72Q (164449.980000 sec): 3 clusters
  Score: Raw -49233203.895725 + Penalty 6278.059259 = -49226925.836466
  nChanged 5
		SP:Iteration 73Q (164451.880000 sec): 3 clusters
  Score: Raw -49233205.571335 + Penalty 6278.059259 = -49226927.512076
  nChanged 8
		SP:Iteration 74Q (164453.850000 sec): 3 clusters
  Score: Raw -49233206.766262 + Penalty 6278.059259 = -49226928.707004
  nChanged 3
		SP:Iteration 75Q (164455.760000 sec): 3 clusters
  Score: Raw -49233207.224470 + Penalty 6278.059259 = -49226929.165211
  nChanged 2
		SP:Iteration 76Q (164457.710000 sec): 3 clusters
  Score: Raw -49233207.515363 + Penalty 6278.059259 = -49226929.456104
  nChanged 2
		SP:Iteration 77Q (164459.690000 sec): 3 clusters
  Score: Raw -49233208.026798 + Penalty 6278.059259 = -49226929.967539
  nChanged 1
		SP:Iteration 78Q (164461.660000 sec): 3 clusters
  Score: Raw -49233208.312804 + Penalty 6278.059259 = -49226930.253545
  nChanged 2
		SP:Iteration 79Q (164463.650000 sec): 3 clusters
  Score: Raw -49233208.654315 + Penalty 6278.059259 = -49226930.595056
  nChanged 1
		SP:Iteration 80F (164466.040000 sec): 3 clusters
  Score: Raw -49233209.026198 + Penalty 6278.059259 = -49226930.966940
  nChanged 5
		SP:Iteration 81Q (164468.320000 sec): 3 clusters
  Score: Raw -49233209.884474 + Penalty 6278.059259 = -49226931.825215
  nChanged 3
		SP:Iteration 82Q (164470.460000 sec): 3 clusters
  Score: Raw -49233210.262300 + Penalty 6278.059259 = -49226932.203041
  nChanged 0
		SP:Iteration 83F (164472.860000 sec): 3 clusters
  Score: Raw -49233210.262300 + Penalty 6278.059259 = -49226932.203041
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 72 (2158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164473.040000 sec): 2 clusters
  Score: Raw -337398.759472 + Penalty 1903.880412 = -335494.879060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164473.220000 sec): 3 clusters
  Score: Raw -336614.382296 + Penalty 3807.760824 = -332806.621472
  nChanged 676
		SP:Iteration 1F (164473.330000 sec): 3 clusters
  Score: Raw -337182.275883 + Penalty 3807.760824 = -333374.515059
  nChanged 196
		SP:Iteration 2F (164473.440000 sec): 3 clusters
  Score: Raw -337402.598837 + Penalty 3807.760824 = -333594.838012
  nChanged 101
		SP:Iteration 3Q (164473.540000 sec): 3 clusters
  Score: Raw -337499.329433 + Penalty 3807.760824 = -333691.568609
  nChanged 85
		SP:Iteration 4Q (164473.680000 sec): 3 clusters
  Score: Raw -337585.616937 + Penalty 3807.760824 = -333777.856112
  nChanged 62
		SP:Iteration 5Q (164473.770000 sec): 3 clusters
  Score: Raw -337646.307172 + Penalty 3807.760824 = -333838.546348
  nChanged 52
		SP:Iteration 6Q (164473.880000 sec): 3 clusters
  Score: Raw -337692.037999 + Penalty 3807.760824 = -333884.277175
  nChanged 35
		SP:Iteration 7Q (164474.030000 sec): 3 clusters
  Score: Raw -337724.180551 + Penalty 3807.760824 = -333916.419727
  nChanged 32
		SP:Iteration 8Q (164474.180000 sec): 3 clusters
  Score: Raw -337750.562596 + Penalty 3807.760824 = -333942.801771
  nChanged 31
		SP:Iteration 9Q (164474.340000 sec): 3 clusters
  Score: Raw -337776.298205 + Penalty 3807.760824 = -333968.537380
  nChanged 29
		SP:Iteration 10Q (164474.440000 sec): 3 clusters
  Score: Raw -337801.127154 + Penalty 3807.760824 = -333993.366329
  nChanged 24
		SP:Iteration 11Q (164474.610000 sec): 3 clusters
  Score: Raw -337820.555609 + Penalty 3807.760824 = -334012.794785
  nChanged 17
		SP:Iteration 12Q (164474.750000 sec): 3 clusters
  Score: Raw -337831.581339 + Penalty 3807.760824 = -334023.820515
  nChanged 16
		SP:Iteration 13Q (164474.850000 sec): 3 clusters
  Score: Raw -337842.274789 + Penalty 3807.760824 = -334034.513964
  nChanged 9
		SP:Iteration 14Q (164475.000000 sec): 3 clusters
  Score: Raw -337850.257969 + Penalty 3807.760824 = -334042.497144
  nChanged 8
		SP:Iteration 15Q (164475.140000 sec): 3 clusters
  Score: Raw -337858.707170 + Penalty 3807.760824 = -334050.946345
  nChanged 9
		SP:Iteration 16Q (164475.280000 sec): 3 clusters
  Score: Raw -337868.160173 + Penalty 3807.760824 = -334060.399348
  nChanged 7
		SP:Iteration 17Q (164475.420000 sec): 3 clusters
  Score: Raw -337874.893000 + Penalty 3807.760824 = -334067.132176
  nChanged 8
		SP:Iteration 18Q (164475.570000 sec): 3 clusters
  Score: Raw -337879.497775 + Penalty 3807.760824 = -334071.736950
  nChanged 4
		SP:Iteration 19Q (164475.660000 sec): 3 clusters
  Score: Raw -337881.682418 + Penalty 3807.760824 = -334073.921594
  nChanged 2
		SP:Iteration 20F (164475.800000 sec): 3 clusters
  Score: Raw -337884.136702 + Penalty 3807.760824 = -334076.375878
  nChanged 3
		SP:Iteration 21Q (164475.940000 sec): 3 clusters
  Score: Raw -337885.719150 + Penalty 3807.760824 = -334077.958326
  nChanged 1
		SP:Iteration 22Q (164476.040000 sec): 3 clusters
  Score: Raw -337886.333173 + Penalty 3807.760824 = -334078.572349
  nChanged 0
		SP:Iteration 23F (164476.190000 sec): 3 clusters
  Score: Raw -337886.333173 + Penalty 3807.760824 = -334078.572349
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 73 (7447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164476.310000 sec): 2 clusters
  Score: Raw -1172075.766117 + Penalty 2211.060503 = -1169864.705614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164476.530000 sec): 3 clusters
  Score: Raw -1168266.693593 + Penalty 4422.121007 = -1163844.572587
  nChanged 2970
		SP:Iteration 1F (164476.670000 sec): 3 clusters
  Score: Raw -1169910.016593 + Penalty 4422.121007 = -1165487.895586
  nChanged 550
		SP:Iteration 2F (164476.850000 sec): 3 clusters
  Score: Raw -1170238.357560 + Penalty 4422.121007 = -1165816.236553
  nChanged 426
		SP:Iteration 3F (164477.040000 sec): 3 clusters
  Score: Raw -1170505.048137 + Penalty 4422.121007 = -1166082.927130
  nChanged 350
		SP:Iteration 4Q (164477.270000 sec): 3 clusters
  Score: Raw -1170700.999388 + Penalty 4422.121007 = -1166278.878382
  nChanged 278
		SP:Iteration 5Q (164477.440000 sec): 3 clusters
  Score: Raw -1170837.768740 + Penalty 4422.121007 = -1166415.647733
  nChanged 251
		SP:Iteration 6Q (164477.660000 sec): 3 clusters
  Score: Raw -1170973.046515 + Penalty 4422.121007 = -1166550.925509
  nChanged 257
		SP:Iteration 7Q (164477.820000 sec): 3 clusters
  Score: Raw -1171116.544808 + Penalty 4422.121007 = -1166694.423801
  nChanged 241
		SP:Iteration 8Q (164478.020000 sec): 3 clusters
  Score: Raw -1171257.563980 + Penalty 4422.121007 = -1166835.442974
  nChanged 233
		SP:Iteration 9Q (164478.160000 sec): 3 clusters
  Score: Raw -1171396.128821 + Penalty 4422.121007 = -1166974.007814
  nChanged 207
		SP:Iteration 10Q (164478.360000 sec): 3 clusters
  Score: Raw -1171526.508843 + Penalty 4422.121007 = -1167104.387837
  nChanged 192
		SP:Iteration 11Q (164478.540000 sec): 3 clusters
  Score: Raw -1171643.023220 + Penalty 4422.121007 = -1167220.902214
  nChanged 175
		SP:Iteration 12Q (164478.700000 sec): 3 clusters
  Score: Raw -1171755.305848 + Penalty 4422.121007 = -1167333.184841
  nChanged 143
		SP:Iteration 13Q (164478.910000 sec): 3 clusters
  Score: Raw -1171852.436804 + Penalty 4422.121007 = -1167430.315797
  nChanged 118
		SP:Iteration 14Q (164479.100000 sec): 3 clusters
  Score: Raw -1171931.494683 + Penalty 4422.121007 = -1167509.373676
  nChanged 111
		SP:Iteration 15Q (164479.260000 sec): 3 clusters
  Score: Raw -1172009.626323 + Penalty 4422.121007 = -1167587.505316
  nChanged 102
		SP:Iteration 16Q (164479.410000 sec): 3 clusters
  Score: Raw -1172083.847579 + Penalty 4422.121007 = -1167661.726572
  nChanged 93
		SP:Iteration 17Q (164479.650000 sec): 3 clusters
  Score: Raw -1172162.227544 + Penalty 4422.121007 = -1167740.106538
  nChanged 79
		SP:Iteration 18Q (164479.790000 sec): 3 clusters
  Score: Raw -1172227.958020 + Penalty 4422.121007 = -1167805.837013
  nChanged 63
		SP:Iteration 19Q (164479.960000 sec): 3 clusters
  Score: Raw -1172274.710851 + Penalty 4422.121007 = -1167852.589844
  nChanged 59
		SP:Iteration 20F (164480.160000 sec): 3 clusters
  Score: Raw -1172323.312975 + Penalty 4422.121007 = -1167901.191968
  nChanged 49
		SP:Iteration 21Q (164480.310000 sec): 3 clusters
  Score: Raw -1172361.789730 + Penalty 4422.121007 = -1167939.668723
  nChanged 41
		SP:Iteration 22Q (164480.520000 sec): 3 clusters
  Score: Raw -1172394.266508 + Penalty 4422.121007 = -1167972.145502
  nChanged 45
		SP:Iteration 23Q (164480.710000 sec): 3 clusters
  Score: Raw -1172427.392448 + Penalty 4422.121007 = -1168005.271441
  nChanged 31
		SP:Iteration 24Q (164480.860000 sec): 3 clusters
  Score: Raw -1172453.353463 + Penalty 4422.121007 = -1168031.232456
  nChanged 29
		SP:Iteration 25Q (164481.030000 sec): 3 clusters
  Score: Raw -1172474.703986 + Penalty 4422.121007 = -1168052.582980
  nChanged 25
		SP:Iteration 26Q (164481.220000 sec): 3 clusters
  Score: Raw -1172498.346088 + Penalty 4422.121007 = -1168076.225082
  nChanged 20
		SP:Iteration 27Q (164481.440000 sec): 3 clusters
  Score: Raw -1172515.371019 + Penalty 4422.121007 = -1168093.250013
  nChanged 17
		SP:Iteration 28Q (164481.610000 sec): 3 clusters
  Score: Raw -1172531.320204 + Penalty 4422.121007 = -1168109.199198
  nChanged 20
		SP:Iteration 29Q (164481.790000 sec): 3 clusters
  Score: Raw -1172544.709773 + Penalty 4422.121007 = -1168122.588766
  nChanged 9
		SP:Iteration 30Q (164481.970000 sec): 3 clusters
  Score: Raw -1172550.540478 + Penalty 4422.121007 = -1168128.419471
  nChanged 6
		SP:Iteration 31Q (164482.170000 sec): 3 clusters
  Score: Raw -1172554.630056 + Penalty 4422.121007 = -1168132.509049
  nChanged 5
		SP:Iteration 32Q (164482.300000 sec): 3 clusters
  Score: Raw -1172563.204279 + Penalty 4422.121007 = -1168141.083272
  nChanged 6
		SP:Iteration 33Q (164482.500000 sec): 3 clusters
  Score: Raw -1172567.685666 + Penalty 4422.121007 = -1168145.564659
  nChanged 8
		SP:Iteration 34Q (164482.660000 sec): 3 clusters
  Score: Raw -1172570.928882 + Penalty 4422.121007 = -1168148.807876
  nChanged 5
		SP:Iteration 35Q (164482.880000 sec): 3 clusters
  Score: Raw -1172574.020925 + Penalty 4422.121007 = -1168151.899919
  nChanged 8
		SP:Iteration 36Q (164483.020000 sec): 3 clusters
  Score: Raw -1172578.919375 + Penalty 4422.121007 = -1168156.798368
  nChanged 4
		SP:Iteration 37Q (164483.200000 sec): 3 clusters
  Score: Raw -1172580.569184 + Penalty 4422.121007 = -1168158.448177
  nChanged 4
		SP:Iteration 38Q (164483.370000 sec): 3 clusters
  Score: Raw -1172584.647906 + Penalty 4422.121007 = -1168162.526899
  nChanged 8
		SP:Iteration 39Q (164483.510000 sec): 3 clusters
  Score: Raw -1172592.690205 + Penalty 4422.121007 = -1168170.569199
  nChanged 4
		SP:Iteration 40F (164483.710000 sec): 3 clusters
  Score: Raw -1172596.808522 + Penalty 4422.121007 = -1168174.687515
  nChanged 4
		SP:Iteration 41Q (164483.820000 sec): 3 clusters
  Score: Raw -1172602.797841 + Penalty 4422.121007 = -1168180.676835
  nChanged 8
		SP:Iteration 42Q (164483.980000 sec): 3 clusters
  Score: Raw -1172608.318302 + Penalty 4422.121007 = -1168186.197295
  nChanged 5
		SP:Iteration 43Q (164484.180000 sec): 3 clusters
  Score: Raw -1172612.213450 + Penalty 4422.121007 = -1168190.092444
  nChanged 3
		SP:Iteration 44Q (164484.310000 sec): 3 clusters
  Score: Raw -1172614.421924 + Penalty 4422.121007 = -1168192.300917
  nChanged 4
		SP:Iteration 45Q (164484.460000 sec): 3 clusters
  Score: Raw -1172617.975497 + Penalty 4422.121007 = -1168195.854490
  nChanged 3
		SP:Iteration 46Q (164484.650000 sec): 3 clusters
  Score: Raw -1172620.377670 + Penalty 4422.121007 = -1168198.256664
  nChanged 2
		SP:Iteration 47Q (164484.830000 sec): 3 clusters
  Score: Raw -1172621.303773 + Penalty 4422.121007 = -1168199.182767
  nChanged 1
		SP:Iteration 48Q (164485.020000 sec): 3 clusters
  Score: Raw -1172621.733727 + Penalty 4422.121007 = -1168199.612720
  nChanged 1
		SP:Iteration 49Q (164485.160000 sec): 3 clusters
  Score: Raw -1172622.142307 + Penalty 4422.121007 = -1168200.021301
  nChanged 2
		SP:Iteration 50Q (164485.340000 sec): 3 clusters
  Score: Raw -1172623.093191 + Penalty 4422.121007 = -1168200.972184
  nChanged 2
		SP:Iteration 51Q (164485.530000 sec): 3 clusters
  Score: Raw -1172624.386709 + Penalty 4422.121007 = -1168202.265702
  nChanged 2
		SP:Iteration 52Q (164485.710000 sec): 3 clusters
  Score: Raw -1172625.940323 + Penalty 4422.121007 = -1168203.819317
  nChanged 1
		SP:Iteration 53Q (164485.940000 sec): 3 clusters
  Score: Raw -1172627.182892 + Penalty 4422.121007 = -1168205.061885
  nChanged 3
		SP:Iteration 54Q (164486.150000 sec): 3 clusters
  Score: Raw -1172628.360109 + Penalty 4422.121007 = -1168206.239102
  nChanged 0
		SP:Iteration 55F (164486.380000 sec): 3 clusters
  Score: Raw -1172628.360109 + Penalty 4422.121007 = -1168206.239102
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 74 (3404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164486.450000 sec): 2 clusters
  Score: Raw -536333.312242 + Penalty 2016.911209 = -534316.401032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164486.570000 sec): 3 clusters
  Score: Raw -534828.028102 + Penalty 4033.822419 = -530794.205683
  nChanged 1205
		SP:Iteration 1F (164486.710000 sec): 3 clusters
  Score: Raw -535592.870449 + Penalty 4033.822419 = -531559.048031
  nChanged 288
		SP:Iteration 2F (164486.870000 sec): 3 clusters
  Score: Raw -535827.484920 + Penalty 4033.822419 = -531793.662501
  nChanged 180
		SP:Iteration 3F (164487.030000 sec): 3 clusters
  Score: Raw -535950.893748 + Penalty 4033.822419 = -531917.071330
  nChanged 148
		SP:Iteration 4Q (164487.150000 sec): 3 clusters
  Score: Raw -536046.776932 + Penalty 4033.822419 = -532012.954513
  nChanged 104
		SP:Iteration 5Q (164487.300000 sec): 3 clusters
  Score: Raw -536121.839877 + Penalty 4033.822419 = -532088.017458
  nChanged 94
		SP:Iteration 6Q (164487.470000 sec): 3 clusters
  Score: Raw -536185.096380 + Penalty 4033.822419 = -532151.273961
  nChanged 78
		SP:Iteration 7Q (164487.590000 sec): 3 clusters
  Score: Raw -536234.490749 + Penalty 4033.822419 = -532200.668330
  nChanged 72
		SP:Iteration 8Q (164487.750000 sec): 3 clusters
  Score: Raw -536279.469692 + Penalty 4033.822419 = -532245.647273
  nChanged 71
		SP:Iteration 9Q (164487.920000 sec): 3 clusters
  Score: Raw -536328.242703 + Penalty 4033.822419 = -532294.420284
  nChanged 66
		SP:Iteration 10Q (164488.070000 sec): 3 clusters
  Score: Raw -536370.767466 + Penalty 4033.822419 = -532336.945047
  nChanged 52
		SP:Iteration 11Q (164488.250000 sec): 3 clusters
  Score: Raw -536398.060190 + Penalty 4033.822419 = -532364.237771
  nChanged 41
		SP:Iteration 12Q (164488.440000 sec): 3 clusters
  Score: Raw -536424.746597 + Penalty 4033.822419 = -532390.924178
  nChanged 38
		SP:Iteration 13Q (164488.610000 sec): 3 clusters
  Score: Raw -536449.680999 + Penalty 4033.822419 = -532415.858580
  nChanged 40
		SP:Iteration 14Q (164488.710000 sec): 3 clusters
  Score: Raw -536476.170979 + Penalty 4033.822419 = -532442.348560
  nChanged 36
		SP:Iteration 15Q (164488.850000 sec): 3 clusters
  Score: Raw -536498.384052 + Penalty 4033.822419 = -532464.561633
  nChanged 27
		SP:Iteration 16Q (164489.050000 sec): 3 clusters
  Score: Raw -536517.312296 + Penalty 4033.822419 = -532483.489877
  nChanged 27
		SP:Iteration 17Q (164489.230000 sec): 3 clusters
  Score: Raw -536535.516496 + Penalty 4033.822419 = -532501.694077
  nChanged 30
		SP:Iteration 18Q (164489.370000 sec): 3 clusters
  Score: Raw -536558.233649 + Penalty 4033.822419 = -532524.411230
  nChanged 25
		SP:Iteration 19Q (164489.540000 sec): 3 clusters
  Score: Raw -536573.291342 + Penalty 4033.822419 = -532539.468924
  nChanged 19
		SP:Iteration 20F (164489.710000 sec): 3 clusters
  Score: Raw -536587.980461 + Penalty 4033.822419 = -532554.158042
  nChanged 21
		SP:Iteration 21Q (164489.850000 sec): 3 clusters
  Score: Raw -536601.756212 + Penalty 4033.822419 = -532567.933793
  nChanged 18
		SP:Iteration 22Q (164490.030000 sec): 3 clusters
  Score: Raw -536614.721183 + Penalty 4033.822419 = -532580.898764
  nChanged 13
		SP:Iteration 23Q (164490.190000 sec): 3 clusters
  Score: Raw -536624.356544 + Penalty 4033.822419 = -532590.534125
  nChanged 15
		SP:Iteration 24Q (164490.360000 sec): 3 clusters
  Score: Raw -536633.156586 + Penalty 4033.822419 = -532599.334167
  nChanged 10
		SP:Iteration 25Q (164490.530000 sec): 3 clusters
  Score: Raw -536638.939669 + Penalty 4033.822419 = -532605.117250
  nChanged 13
		SP:Iteration 26Q (164490.660000 sec): 3 clusters
  Score: Raw -536646.783806 + Penalty 4033.822419 = -532612.961387
  nChanged 11
		SP:Iteration 27Q (164490.810000 sec): 3 clusters
  Score: Raw -536653.541843 + Penalty 4033.822419 = -532619.719424
  nChanged 11
		SP:Iteration 28Q (164491.020000 sec): 3 clusters
  Score: Raw -536661.853467 + Penalty 4033.822419 = -532628.031049
  nChanged 12
		SP:Iteration 29Q (164491.190000 sec): 3 clusters
  Score: Raw -536671.323122 + Penalty 4033.822419 = -532637.500703
  nChanged 17
		SP:Iteration 30Q (164491.350000 sec): 3 clusters
  Score: Raw -536683.078334 + Penalty 4033.822419 = -532649.255915
  nChanged 13
		SP:Iteration 31Q (164491.490000 sec): 3 clusters
  Score: Raw -536691.345656 + Penalty 4033.822419 = -532657.523237
  nChanged 12
		SP:Iteration 32Q (164491.690000 sec): 3 clusters
  Score: Raw -536698.582125 + Penalty 4033.822419 = -532664.759706
  nChanged 6
		SP:Iteration 33Q (164491.780000 sec): 3 clusters
  Score: Raw -536703.190338 + Penalty 4033.822419 = -532669.367920
  nChanged 5
		SP:Iteration 34Q (164491.950000 sec): 3 clusters
  Score: Raw -536705.569438 + Penalty 4033.822419 = -532671.747019
  nChanged 2
		SP:Iteration 35Q (164492.120000 sec): 3 clusters
  Score: Raw -536706.420245 + Penalty 4033.822419 = -532672.597826
  nChanged 2
		SP:Iteration 36Q (164492.290000 sec): 3 clusters
  Score: Raw -536707.190554 + Penalty 4033.822419 = -532673.368135
  nChanged 0
		SP:Iteration 37F (164492.430000 sec): 3 clusters
  Score: Raw -536707.190554 + Penalty 4033.822419 = -532673.368135
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 75 (1877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164492.520000 sec): 2 clusters
  Score: Raw -269447.795110 + Penalty 1869.282649 = -267578.512461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164492.610000 sec): 3 clusters
  Score: Raw -268827.833749 + Penalty 3738.565298 = -265089.268451
  nChanged 579
		SP:Iteration 1F (164492.750000 sec): 3 clusters
  Score: Raw -269344.981935 + Penalty 3738.565298 = -265606.416637
  nChanged 160
		SP:Iteration 2F (164492.890000 sec): 3 clusters
  Score: Raw -269549.133616 + Penalty 3738.565298 = -265810.568318
  nChanged 99
		SP:Iteration 3F (164493.010000 sec): 3 clusters
  Score: Raw -269663.776260 + Penalty 3738.565298 = -265925.210962
  nChanged 76
		SP:Iteration 4Q (164493.150000 sec): 3 clusters
  Score: Raw -269749.462269 + Penalty 3738.565298 = -266010.896970
  nChanged 67
		SP:Iteration 5Q (164493.290000 sec): 3 clusters
  Score: Raw -269820.050700 + Penalty 3738.565298 = -266081.485402
  nChanged 43
		SP:Iteration 6Q (164493.430000 sec): 3 clusters
  Score: Raw -269871.152933 + Penalty 3738.565298 = -266132.587635
  nChanged 51
		SP:Iteration 7Q (164493.610000 sec): 3 clusters
  Score: Raw -269933.264895 + Penalty 3738.565298 = -266194.699597
  nChanged 45
		SP:Iteration 8Q (164493.680000 sec): 3 clusters
  Score: Raw -269985.623538 + Penalty 3738.565298 = -266247.058240
  nChanged 46
		SP:Iteration 9Q (164493.810000 sec): 3 clusters
  Score: Raw -270034.323019 + Penalty 3738.565298 = -266295.757721
  nChanged 35
		SP:Iteration 10Q (164493.950000 sec): 3 clusters
  Score: Raw -270069.154901 + Penalty 3738.565298 = -266330.589603
  nChanged 28
		SP:Iteration 11Q (164494.110000 sec): 3 clusters
  Score: Raw -270102.843631 + Penalty 3738.565298 = -266364.278333
  nChanged 30
		SP:Iteration 12Q (164494.240000 sec): 3 clusters
  Score: Raw -270128.718503 + Penalty 3738.565298 = -266390.153205
  nChanged 18
		SP:Iteration 13Q (164494.350000 sec): 3 clusters
  Score: Raw -270145.700002 + Penalty 3738.565298 = -266407.134704
  nChanged 18
		SP:Iteration 14Q (164494.520000 sec): 3 clusters
  Score: Raw -270161.855520 + Penalty 3738.565298 = -266423.290222
  nChanged 15
		SP:Iteration 15Q (164494.650000 sec): 3 clusters
  Score: Raw -270173.738717 + Penalty 3738.565298 = -266435.173419
  nChanged 9
		SP:Iteration 16Q (164494.790000 sec): 3 clusters
  Score: Raw -270184.103425 + Penalty 3738.565298 = -266445.538127
  nChanged 12
		SP:Iteration 17Q (164494.940000 sec): 3 clusters
  Score: Raw -270197.709301 + Penalty 3738.565298 = -266459.144003
  nChanged 14
		SP:Iteration 18Q (164495.080000 sec): 3 clusters
  Score: Raw -270209.186508 + Penalty 3738.565298 = -266470.621210
  nChanged 7
		SP:Iteration 19Q (164495.200000 sec): 3 clusters
  Score: Raw -270213.747720 + Penalty 3738.565298 = -266475.182422
  nChanged 6
		SP:Iteration 20F (164495.390000 sec): 3 clusters
  Score: Raw -270219.252740 + Penalty 3738.565298 = -266480.687442
  nChanged 5
		SP:Iteration 21Q (164495.540000 sec): 3 clusters
  Score: Raw -270224.203626 + Penalty 3738.565298 = -266485.638328
  nChanged 4
		SP:Iteration 22Q (164495.670000 sec): 3 clusters
  Score: Raw -270229.260506 + Penalty 3738.565298 = -266490.695207
  nChanged 8
		SP:Iteration 23Q (164495.820000 sec): 3 clusters
  Score: Raw -270237.886787 + Penalty 3738.565298 = -266499.321489
  nChanged 7
		SP:Iteration 24Q (164495.970000 sec): 3 clusters
  Score: Raw -270244.918136 + Penalty 3738.565298 = -266506.352838
  nChanged 7
		SP:Iteration 25Q (164496.120000 sec): 3 clusters
  Score: Raw -270251.576772 + Penalty 3738.565298 = -266513.011474
  nChanged 7
		SP:Iteration 26Q (164496.290000 sec): 3 clusters
  Score: Raw -270255.336708 + Penalty 3738.565298 = -266516.771410
  nChanged 4
		SP:Iteration 27Q (164496.450000 sec): 3 clusters
  Score: Raw -270258.156929 + Penalty 3738.565298 = -266519.591631
  nChanged 2
		SP:Iteration 28Q (164496.550000 sec): 3 clusters
  Score: Raw -270259.671204 + Penalty 3738.565298 = -266521.105906
  nChanged 2
		SP:Iteration 29Q (164496.740000 sec): 3 clusters
  Score: Raw -270260.922871 + Penalty 3738.565298 = -266522.357573
  nChanged 4
		SP:Iteration 30Q (164496.840000 sec): 3 clusters
  Score: Raw -270265.212669 + Penalty 3738.565298 = -266526.647371
  nChanged 4
		SP:Iteration 31Q (164496.980000 sec): 3 clusters
  Score: Raw -270267.613118 + Penalty 3738.565298 = -266529.047820
  nChanged 3
		SP:Iteration 32Q (164497.130000 sec): 3 clusters
  Score: Raw -270269.484264 + Penalty 3738.565298 = -266530.918965
  nChanged 5
		SP:Iteration 33Q (164497.260000 sec): 3 clusters
  Score: Raw -270271.735346 + Penalty 3738.565298 = -266533.170048
  nChanged 6
		SP:Iteration 34Q (164497.380000 sec): 3 clusters
  Score: Raw -270275.193734 + Penalty 3738.565298 = -266536.628436
  nChanged 3
		SP:Iteration 35Q (164497.540000 sec): 3 clusters
  Score: Raw -270279.090755 + Penalty 3738.565298 = -266540.525457
  nChanged 9
		SP:Iteration 36Q (164497.700000 sec): 3 clusters
  Score: Raw -270286.332976 + Penalty 3738.565298 = -266547.767678
  nChanged 3
		SP:Iteration 37Q (164497.890000 sec): 3 clusters
  Score: Raw -270288.913506 + Penalty 3738.565298 = -266550.348208
  nChanged 5
		SP:Iteration 38Q (164498.020000 sec): 3 clusters
  Score: Raw -270294.256581 + Penalty 3738.565298 = -266555.691283
  nChanged 5
		SP:Iteration 39Q (164498.170000 sec): 3 clusters
  Score: Raw -270299.108556 + Penalty 3738.565298 = -266560.543258
  nChanged 3
		SP:Iteration 40F (164498.290000 sec): 3 clusters
  Score: Raw -270300.285832 + Penalty 3738.565298 = -266561.720534
  nChanged 3
		SP:Iteration 41Q (164498.430000 sec): 3 clusters
  Score: Raw -270302.405974 + Penalty 3738.565298 = -266563.840676
  nChanged 4
		SP:Iteration 42Q (164498.540000 sec): 3 clusters
  Score: Raw -270306.432712 + Penalty 3738.565298 = -266567.867414
  nChanged 7
		SP:Iteration 43Q (164498.650000 sec): 3 clusters
  Score: Raw -270313.622933 + Penalty 3738.565298 = -266575.057635
  nChanged 5
		SP:Iteration 44Q (164498.840000 sec): 3 clusters
  Score: Raw -270317.259267 + Penalty 3738.565298 = -266578.693969
  nChanged 5
		SP:Iteration 45Q (164498.980000 sec): 3 clusters
  Score: Raw -270320.761683 + Penalty 3738.565298 = -266582.196385
  nChanged 5
		SP:Iteration 46Q (164499.110000 sec): 3 clusters
  Score: Raw -270326.803086 + Penalty 3738.565298 = -266588.237788
  nChanged 2
		SP:Iteration 47Q (164499.230000 sec): 3 clusters
  Score: Raw -270327.992763 + Penalty 3738.565298 = -266589.427465
  nChanged 3
		SP:Iteration 48Q (164499.350000 sec): 3 clusters
  Score: Raw -270330.870142 + Penalty 3738.565298 = -266592.304844
  nChanged 3
		SP:Iteration 49Q (164499.490000 sec): 3 clusters
  Score: Raw -270333.423934 + Penalty 3738.565298 = -266594.858636
  nChanged 2
		SP:Iteration 50Q (164499.620000 sec): 3 clusters
  Score: Raw -270334.665905 + Penalty 3738.565298 = -266596.100607
  nChanged 1
		SP:Iteration 51Q (164499.790000 sec): 3 clusters
  Score: Raw -270335.933367 + Penalty 3738.565298 = -266597.368069
  nChanged 2
		SP:Iteration 52Q (164499.970000 sec): 3 clusters
  Score: Raw -270337.420428 + Penalty 3738.565298 = -266598.855130
  nChanged 0
		SP:Iteration 53F (164500.170000 sec): 3 clusters
  Score: Raw -270337.420428 + Penalty 3738.565298 = -266598.855130
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 76 (13024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164500.280000 sec): 2 clusters
  Score: Raw -2053241.271700 + Penalty 2349.688174 = -2050891.583526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164500.580000 sec): 3 clusters
  Score: Raw -2045946.861747 + Penalty 4699.376348 = -2041247.485400
  nChanged 5516
		SP:Iteration 1F (164500.780000 sec): 3 clusters
  Score: Raw -2048976.039540 + Penalty 4699.376348 = -2044276.663192
  nChanged 857
		SP:Iteration 2F (164501.020000 sec): 3 clusters
  Score: Raw -2049404.791880 + Penalty 4699.376348 = -2044705.415532
  nChanged 756
		SP:Iteration 3F (164501.250000 sec): 3 clusters
  Score: Raw -2049957.307105 + Penalty 4699.376348 = -2045257.930758
  nChanged 843
		SP:Iteration 4F (164501.450000 sec): 3 clusters
  Score: Raw -2050665.774087 + Penalty 4699.376348 = -2045966.397739
  nChanged 945
		SP:Iteration 5F (164501.690000 sec): 3 clusters
  Score: Raw -2051543.579018 + Penalty 4699.376348 = -2046844.202670
  nChanged 975
		SP:Iteration 6F (164501.920000 sec): 3 clusters
  Score: Raw -2052495.404672 + Penalty 4699.376348 = -2047796.028324
  nChanged 852
		SP:Iteration 7F (164502.160000 sec): 3 clusters
  Score: Raw -2053276.056880 + Penalty 4699.376348 = -2048576.680533
  nChanged 651
		SP:Iteration 8Q (164502.370000 sec): 3 clusters
  Score: Raw -2053751.732414 + Penalty 4699.376348 = -2049052.356066
  nChanged 475
		SP:Iteration 9Q (164502.610000 sec): 3 clusters
  Score: Raw -2054033.250152 + Penalty 4699.376348 = -2049333.873805
  nChanged 314
		SP:Iteration 10Q (164502.790000 sec): 3 clusters
  Score: Raw -2054175.120390 + Penalty 4699.376348 = -2049475.744042
  nChanged 204
		SP:Iteration 11Q (164503.030000 sec): 3 clusters
  Score: Raw -2054262.550341 + Penalty 4699.376348 = -2049563.173994
  nChanged 166
		SP:Iteration 12Q (164503.270000 sec): 3 clusters
  Score: Raw -2054320.009908 + Penalty 4699.376348 = -2049620.633561
  nChanged 133
		SP:Iteration 13Q (164503.550000 sec): 3 clusters
  Score: Raw -2054361.223368 + Penalty 4699.376348 = -2049661.847021
  nChanged 112
		SP:Iteration 14Q (164503.780000 sec): 3 clusters
  Score: Raw -2054390.657492 + Penalty 4699.376348 = -2049691.281144
  nChanged 80
		SP:Iteration 15Q (164503.980000 sec): 3 clusters
  Score: Raw -2054413.564975 + Penalty 4699.376348 = -2049714.188628
  nChanged 78
		SP:Iteration 16Q (164504.190000 sec): 3 clusters
  Score: Raw -2054435.630632 + Penalty 4699.376348 = -2049736.254284
  nChanged 65
		SP:Iteration 17Q (164504.420000 sec): 3 clusters
  Score: Raw -2054454.868365 + Penalty 4699.376348 = -2049755.492018
  nChanged 56
		SP:Iteration 18Q (164504.680000 sec): 3 clusters
  Score: Raw -2054469.229413 + Penalty 4699.376348 = -2049769.853065
  nChanged 49
		SP:Iteration 19Q (164504.880000 sec): 3 clusters
  Score: Raw -2054480.266714 + Penalty 4699.376348 = -2049780.890367
  nChanged 50
		SP:Iteration 20F (164505.130000 sec): 3 clusters
  Score: Raw -2054496.231779 + Penalty 4699.376348 = -2049796.855431
  nChanged 55
		SP:Iteration 21Q (164505.340000 sec): 3 clusters
  Score: Raw -2054512.871376 + Penalty 4699.376348 = -2049813.495028
  nChanged 47
		SP:Iteration 22Q (164505.540000 sec): 3 clusters
  Score: Raw -2054524.040669 + Penalty 4699.376348 = -2049824.664321
  nChanged 38
		SP:Iteration 23Q (164505.790000 sec): 3 clusters
  Score: Raw -2054533.373837 + Penalty 4699.376348 = -2049833.997489
  nChanged 40
		SP:Iteration 24Q (164506.040000 sec): 3 clusters
  Score: Raw -2054543.208981 + Penalty 4699.376348 = -2049843.832634
  nChanged 38
		SP:Iteration 25Q (164506.250000 sec): 3 clusters
  Score: Raw -2054550.638049 + Penalty 4699.376348 = -2049851.261701
  nChanged 24
		SP:Iteration 26Q (164506.480000 sec): 3 clusters
  Score: Raw -2054555.066584 + Penalty 4699.376348 = -2049855.690236
  nChanged 21
		SP:Iteration 27Q (164506.750000 sec): 3 clusters
  Score: Raw -2054558.623329 + Penalty 4699.376348 = -2049859.246981
  nChanged 22
		SP:Iteration 28Q (164506.960000 sec): 3 clusters
  Score: Raw -2054563.495849 + Penalty 4699.376348 = -2049864.119501
  nChanged 26
		SP:Iteration 29Q (164507.210000 sec): 3 clusters
  Score: Raw -2054570.288839 + Penalty 4699.376348 = -2049870.912491
  nChanged 33
		SP:Iteration 30Q (164507.450000 sec): 3 clusters
  Score: Raw -2054577.637612 + Penalty 4699.376348 = -2049878.261264
  nChanged 34
		SP:Iteration 31Q (164507.690000 sec): 3 clusters
  Score: Raw -2054585.669333 + Penalty 4699.376348 = -2049886.292985
  nChanged 27
		SP:Iteration 32Q (164507.930000 sec): 3 clusters
  Score: Raw -2054592.667640 + Penalty 4699.376348 = -2049893.291292
  nChanged 32
		SP:Iteration 33Q (164508.140000 sec): 3 clusters
  Score: Raw -2054600.643078 + Penalty 4699.376348 = -2049901.266730
  nChanged 25
		SP:Iteration 34Q (164508.370000 sec): 3 clusters
  Score: Raw -2054605.573438 + Penalty 4699.376348 = -2049906.197091
  nChanged 20
		SP:Iteration 35Q (164508.600000 sec): 3 clusters
  Score: Raw -2054609.691958 + Penalty 4699.376348 = -2049910.315611
  nChanged 20
		SP:Iteration 36Q (164508.790000 sec): 3 clusters
  Score: Raw -2054612.841191 + Penalty 4699.376348 = -2049913.464843
  nChanged 18
		SP:Iteration 37Q (164509.040000 sec): 3 clusters
  Score: Raw -2054615.834853 + Penalty 4699.376348 = -2049916.458506
  nChanged 17
		SP:Iteration 38Q (164509.240000 sec): 3 clusters
  Score: Raw -2054619.041117 + Penalty 4699.376348 = -2049919.664769
  nChanged 8
		SP:Iteration 39Q (164509.460000 sec): 3 clusters
  Score: Raw -2054620.728824 + Penalty 4699.376348 = -2049921.352476
  nChanged 10
		SP:Iteration 40F (164509.700000 sec): 3 clusters
  Score: Raw -2054622.041292 + Penalty 4699.376348 = -2049922.664945
  nChanged 5
		SP:Iteration 41Q (164509.900000 sec): 3 clusters
  Score: Raw -2054622.918727 + Penalty 4699.376348 = -2049923.542379
  nChanged 8
		SP:Iteration 42Q (164510.170000 sec): 3 clusters
  Score: Raw -2054624.030567 + Penalty 4699.376348 = -2049924.654219
  nChanged 7
		SP:Iteration 43Q (164510.450000 sec): 3 clusters
  Score: Raw -2054625.071459 + Penalty 4699.376348 = -2049925.695112
  nChanged 7
		SP:Iteration 44Q (164510.790000 sec): 3 clusters
  Score: Raw -2054626.172229 + Penalty 4699.376348 = -2049926.795881
  nChanged 13
		SP:Iteration 45Q (164511.050000 sec): 3 clusters
  Score: Raw -2054628.871300 + Penalty 4699.376348 = -2049929.494952
  nChanged 14
		SP:Iteration 46Q (164511.270000 sec): 3 clusters
  Score: Raw -2054631.861441 + Penalty 4699.376348 = -2049932.485093
  nChanged 11
		SP:Iteration 47Q (164511.560000 sec): 3 clusters
  Score: Raw -2054633.926593 + Penalty 4699.376348 = -2049934.550246
  nChanged 7
		SP:Iteration 48Q (164511.770000 sec): 3 clusters
  Score: Raw -2054634.960365 + Penalty 4699.376348 = -2049935.584017
  nChanged 4
		SP:Iteration 49Q (164512.000000 sec): 3 clusters
  Score: Raw -2054635.785807 + Penalty 4699.376348 = -2049936.409460
  nChanged 7
		SP:Iteration 50Q (164512.220000 sec): 3 clusters
  Score: Raw -2054636.727030 + Penalty 4699.376348 = -2049937.350682
  nChanged 4
		SP:Iteration 51Q (164512.460000 sec): 3 clusters
  Score: Raw -2054637.347481 + Penalty 4699.376348 = -2049937.971133
  nChanged 2
		SP:Iteration 52Q (164512.720000 sec): 3 clusters
  Score: Raw -2054637.991916 + Penalty 4699.376348 = -2049938.615568
  nChanged 2
		SP:Iteration 53Q (164512.940000 sec): 3 clusters
  Score: Raw -2054638.309159 + Penalty 4699.376348 = -2049938.932812
  nChanged 5
		SP:Iteration 54Q (164513.190000 sec): 3 clusters
  Score: Raw -2054639.286178 + Penalty 4699.376348 = -2049939.909830
  nChanged 7
		SP:Iteration 55Q (164513.450000 sec): 3 clusters
  Score: Raw -2054640.245051 + Penalty 4699.376348 = -2049940.868703
  nChanged 6
		SP:Iteration 56Q (164513.660000 sec): 3 clusters
  Score: Raw -2054641.152448 + Penalty 4699.376348 = -2049941.776100
  nChanged 7
		SP:Iteration 57Q (164513.920000 sec): 3 clusters
  Score: Raw -2054642.447863 + Penalty 4699.376348 = -2049943.071515
  nChanged 9
		SP:Iteration 58Q (164514.140000 sec): 3 clusters
  Score: Raw -2054644.296426 + Penalty 4699.376348 = -2049944.920078
  nChanged 10
		SP:Iteration 59Q (164514.360000 sec): 3 clusters
  Score: Raw -2054645.904605 + Penalty 4699.376348 = -2049946.528257
  nChanged 10
		SP:Iteration 60F (164514.610000 sec): 3 clusters
  Score: Raw -2054647.536528 + Penalty 4699.376348 = -2049948.160180
  nChanged 8
		SP:Iteration 61Q (164514.900000 sec): 3 clusters
  Score: Raw -2054648.942926 + Penalty 4699.376348 = -2049949.566579
  nChanged 11
		SP:Iteration 62Q (164515.040000 sec): 3 clusters
  Score: Raw -2054650.801646 + Penalty 4699.376348 = -2049951.425298
  nChanged 14
		SP:Iteration 63Q (164515.330000 sec): 3 clusters
  Score: Raw -2054653.258478 + Penalty 4699.376348 = -2049953.882130
  nChanged 15
		SP:Iteration 64Q (164515.610000 sec): 3 clusters
  Score: Raw -2054655.897859 + Penalty 4699.376348 = -2049956.521511
  nChanged 6
		SP:Iteration 65Q (164515.910000 sec): 3 clusters
  Score: Raw -2054657.029329 + Penalty 4699.376348 = -2049957.652982
  nChanged 6
		SP:Iteration 66Q (164516.140000 sec): 3 clusters
  Score: Raw -2054657.702833 + Penalty 4699.376348 = -2049958.326485
  nChanged 2
		SP:Iteration 67Q (164516.450000 sec): 3 clusters
  Score: Raw -2054657.834729 + Penalty 4699.376348 = -2049958.458381
  nChanged 2
		SP:Iteration 68Q (164516.670000 sec): 3 clusters
  Score: Raw -2054658.290775 + Penalty 4699.376348 = -2049958.914427
  nChanged 2
		SP:Iteration 69Q (164516.930000 sec): 3 clusters
  Score: Raw -2054658.462392 + Penalty 4699.376348 = -2049959.086044
  nChanged 2
		SP:Iteration 70Q (164517.200000 sec): 3 clusters
  Score: Raw -2054658.602539 + Penalty 4699.376348 = -2049959.226191
  nChanged 1
		SP:Iteration 71Q (164517.440000 sec): 3 clusters
  Score: Raw -2054658.759872 + Penalty 4699.376348 = -2049959.383524
  nChanged 0
		SP:Iteration 72F (164517.720000 sec): 3 clusters
  Score: Raw -2054658.759872 + Penalty 4699.376348 = -2049959.383524
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 77 (6151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164517.840000 sec): 2 clusters
  Score: Raw -965185.897590 + Penalty 2163.643747 = -963022.253842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164518.050000 sec): 3 clusters
  Score: Raw -962110.193942 + Penalty 4327.287495 = -957782.906447
  nChanged 2399
		SP:Iteration 1F (164518.190000 sec): 3 clusters
  Score: Raw -963441.208154 + Penalty 4327.287495 = -959113.920659
  nChanged 427
		SP:Iteration 2F (164518.380000 sec): 3 clusters
  Score: Raw -963651.431912 + Penalty 4327.287495 = -959324.144417
  nChanged 278
		SP:Iteration 3Q (164518.580000 sec): 3 clusters
  Score: Raw -963775.795684 + Penalty 4327.287495 = -959448.508189
  nChanged 192
		SP:Iteration 4Q (164518.760000 sec): 3 clusters
  Score: Raw -963855.523918 + Penalty 4327.287495 = -959528.236423
  nChanged 168
		SP:Iteration 5Q (164518.930000 sec): 3 clusters
  Score: Raw -963931.305092 + Penalty 4327.287495 = -959604.017597
  nChanged 152
		SP:Iteration 6Q (164519.120000 sec): 3 clusters
  Score: Raw -964007.569918 + Penalty 4327.287495 = -959680.282423
  nChanged 144
		SP:Iteration 7Q (164519.290000 sec): 3 clusters
  Score: Raw -964075.873715 + Penalty 4327.287495 = -959748.586220
  nChanged 139
		SP:Iteration 8Q (164519.530000 sec): 3 clusters
  Score: Raw -964146.860253 + Penalty 4327.287495 = -959819.572758
  nChanged 139
		SP:Iteration 9Q (164519.710000 sec): 3 clusters
  Score: Raw -964217.265434 + Penalty 4327.287495 = -959889.977939
  nChanged 135
		SP:Iteration 10Q (164519.910000 sec): 3 clusters
  Score: Raw -964286.161488 + Penalty 4327.287495 = -959958.873993
  nChanged 119
		SP:Iteration 11Q (164520.160000 sec): 3 clusters
  Score: Raw -964338.682292 + Penalty 4327.287495 = -960011.394797
  nChanged 109
		SP:Iteration 12Q (164520.300000 sec): 3 clusters
  Score: Raw -964389.350895 + Penalty 4327.287495 = -960062.063401
  nChanged 108
		SP:Iteration 13Q (164520.490000 sec): 3 clusters
  Score: Raw -964447.666304 + Penalty 4327.287495 = -960120.378809
  nChanged 127
		SP:Iteration 14Q (164520.730000 sec): 3 clusters
  Score: Raw -964520.786054 + Penalty 4327.287495 = -960193.498559
  nChanged 134
		SP:Iteration 15Q (164520.900000 sec): 3 clusters
  Score: Raw -964596.854068 + Penalty 4327.287495 = -960269.566574
  nChanged 113
		SP:Iteration 16Q (164521.090000 sec): 3 clusters
  Score: Raw -964655.591763 + Penalty 4327.287495 = -960328.304268
  nChanged 108
		SP:Iteration 17Q (164521.280000 sec): 3 clusters
  Score: Raw -964719.719161 + Penalty 4327.287495 = -960392.431666
  nChanged 111
		SP:Iteration 18Q (164521.450000 sec): 3 clusters
  Score: Raw -964796.225811 + Penalty 4327.287495 = -960468.938316
  nChanged 131
		SP:Iteration 19Q (164521.630000 sec): 3 clusters
  Score: Raw -964886.189455 + Penalty 4327.287495 = -960558.901960
  nChanged 130
		SP:Iteration 20F (164521.830000 sec): 3 clusters
  Score: Raw -964989.837157 + Penalty 4327.287495 = -960662.549662
  nChanged 111
		SP:Iteration 21Q (164521.960000 sec): 3 clusters
  Score: Raw -965062.924595 + Penalty 4327.287495 = -960735.637100
  nChanged 106
		SP:Iteration 22Q (164522.160000 sec): 3 clusters
  Score: Raw -965129.835528 + Penalty 4327.287495 = -960802.548033
  nChanged 95
		SP:Iteration 23Q (164522.330000 sec): 3 clusters
  Score: Raw -965182.304254 + Penalty 4327.287495 = -960855.016759
  nChanged 75
		SP:Iteration 24Q (164522.520000 sec): 3 clusters
  Score: Raw -965221.159317 + Penalty 4327.287495 = -960893.871823
  nChanged 66
		SP:Iteration 25Q (164522.710000 sec): 3 clusters
  Score: Raw -965260.577825 + Penalty 4327.287495 = -960933.290330
  nChanged 63
		SP:Iteration 26Q (164522.910000 sec): 3 clusters
  Score: Raw -965299.275750 + Penalty 4327.287495 = -960971.988255
  nChanged 72
		SP:Iteration 27Q (164523.120000 sec): 3 clusters
  Score: Raw -965347.096157 + Penalty 4327.287495 = -961019.808662
  nChanged 62
		SP:Iteration 28Q (164523.280000 sec): 3 clusters
  Score: Raw -965382.830026 + Penalty 4327.287495 = -961055.542531
  nChanged 53
		SP:Iteration 29Q (164523.470000 sec): 3 clusters
  Score: Raw -965414.537490 + Penalty 4327.287495 = -961087.249995
  nChanged 42
		SP:Iteration 30Q (164523.680000 sec): 3 clusters
  Score: Raw -965437.762809 + Penalty 4327.287495 = -961110.475315
  nChanged 39
		SP:Iteration 31Q (164523.830000 sec): 3 clusters
  Score: Raw -965460.212325 + Penalty 4327.287495 = -961132.924830
  nChanged 38
		SP:Iteration 32Q (164524.030000 sec): 3 clusters
  Score: Raw -965480.960878 + Penalty 4327.287495 = -961153.673383
  nChanged 20
		SP:Iteration 33Q (164524.210000 sec): 3 clusters
  Score: Raw -965490.026096 + Penalty 4327.287495 = -961162.738601
  nChanged 11
		SP:Iteration 34Q (164524.400000 sec): 3 clusters
  Score: Raw -965495.921653 + Penalty 4327.287495 = -961168.634158
  nChanged 11
		SP:Iteration 35Q (164524.570000 sec): 3 clusters
  Score: Raw -965499.898668 + Penalty 4327.287495 = -961172.611173
  nChanged 8
		SP:Iteration 36Q (164524.760000 sec): 3 clusters
  Score: Raw -965503.196815 + Penalty 4327.287495 = -961175.909321
  nChanged 5
		SP:Iteration 37Q (164524.990000 sec): 3 clusters
  Score: Raw -965507.343191 + Penalty 4327.287495 = -961180.055696
  nChanged 14
		SP:Iteration 38Q (164525.180000 sec): 3 clusters
  Score: Raw -965517.015378 + Penalty 4327.287495 = -961189.727883
  nChanged 21
		SP:Iteration 39Q (164525.310000 sec): 3 clusters
  Score: Raw -965528.313898 + Penalty 4327.287495 = -961201.026403
  nChanged 15
		SP:Iteration 40F (164525.460000 sec): 3 clusters
  Score: Raw -965535.299837 + Penalty 4327.287495 = -961208.012342
  nChanged 8
		SP:Iteration 41Q (164525.590000 sec): 3 clusters
  Score: Raw -965539.001639 + Penalty 4327.287495 = -961211.714144
  nChanged 7
		SP:Iteration 42Q (164525.790000 sec): 3 clusters
  Score: Raw -965541.919466 + Penalty 4327.287495 = -961214.631971
  nChanged 5
		SP:Iteration 43Q (164525.980000 sec): 3 clusters
  Score: Raw -965544.013552 + Penalty 4327.287495 = -961216.726058
  nChanged 7
		SP:Iteration 44Q (164526.180000 sec): 3 clusters
  Score: Raw -965547.201951 + Penalty 4327.287495 = -961219.914456
  nChanged 11
		SP:Iteration 45Q (164526.370000 sec): 3 clusters
  Score: Raw -965551.256450 + Penalty 4327.287495 = -961223.968955
  nChanged 8
		SP:Iteration 46Q (164526.590000 sec): 3 clusters
  Score: Raw -965554.680400 + Penalty 4327.287495 = -961227.392905
  nChanged 3
		SP:Iteration 47Q (164526.770000 sec): 3 clusters
  Score: Raw -965556.869608 + Penalty 4327.287495 = -961229.582113
  nChanged 6
		SP:Iteration 48Q (164526.970000 sec): 3 clusters
  Score: Raw -965558.649703 + Penalty 4327.287495 = -961231.362208
  nChanged 1
		SP:Iteration 49Q (164527.130000 sec): 3 clusters
  Score: Raw -965558.865457 + Penalty 4327.287495 = -961231.577963
  nChanged 2
		SP:Iteration 50Q (164527.320000 sec): 3 clusters
  Score: Raw -965559.381565 + Penalty 4327.287495 = -961232.094071
  nChanged 0
		SP:Iteration 51F (164527.510000 sec): 3 clusters
  Score: Raw -965559.381565 + Penalty 4327.287495 = -961232.094071
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 78 (142427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164528.370000 sec): 2 clusters
  Score: Raw -23210740.683181 + Penalty 2942.913047 = -23207797.770134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164529.580000 sec): 3 clusters
  Score: Raw -23118231.450127 + Penalty 5885.826094 = -23112345.624033
  nChanged 67973
		SP:Iteration 1F (164530.860000 sec): 3 clusters
  Score: Raw -23158584.203615 + Penalty 5885.826094 = -23152698.377521
  nChanged 4979
		SP:Iteration 2Q (164532.140000 sec): 3 clusters
  Score: Raw -23159975.196525 + Penalty 5885.826094 = -23154089.370431
  nChanged 5217
		SP:Iteration 3Q (164533.470000 sec): 3 clusters
  Score: Raw -23161647.548831 + Penalty 5885.826094 = -23155761.722737
  nChanged 5640
		SP:Iteration 4Q (164534.760000 sec): 3 clusters
  Score: Raw -23163767.851443 + Penalty 5885.826094 = -23157882.025349
  nChanged 6205
		SP:Iteration 5Q (164536.050000 sec): 3 clusters
  Score: Raw -23166552.882110 + Penalty 5885.826094 = -23160667.056016
  nChanged 6870
		SP:Iteration 6Q (164537.270000 sec): 3 clusters
  Score: Raw -23170296.036070 + Penalty 5885.826094 = -23164410.209976
  nChanged 7686
		SP:Iteration 7F (164538.460000 sec): 3 clusters
  Score: Raw -23175286.545510 + Penalty 5885.826094 = -23169400.719416
  nChanged 8413
		SP:Iteration 8F (164539.670000 sec): 3 clusters
  Score: Raw -23181530.898077 + Penalty 5885.826094 = -23175645.071983
  nChanged 8734
		SP:Iteration 9F (164540.850000 sec): 3 clusters
  Score: Raw -23188649.655442 + Penalty 5885.826094 = -23182763.829348
  nChanged 8448
		SP:Iteration 10F (164541.880000 sec): 3 clusters
  Score: Raw -23195789.702342 + Penalty 5885.826094 = -23189903.876248
  nChanged 7198
		SP:Iteration 11F (164542.970000 sec): 3 clusters
  Score: Raw -23201729.529406 + Penalty 5885.826094 = -23195843.703312
  nChanged 5338
		SP:Iteration 12Q (164544.070000 sec): 3 clusters
  Score: Raw -23205790.808415 + Penalty 5885.826094 = -23199904.982321
  nChanged 3659
		SP:Iteration 13Q (164545.320000 sec): 3 clusters
  Score: Raw -23208183.050368 + Penalty 5885.826094 = -23202297.224274
  nChanged 2418
		SP:Iteration 14Q (164546.470000 sec): 3 clusters
  Score: Raw -23209460.478970 + Penalty 5885.826094 = -23203574.652876
  nChanged 1587
		SP:Iteration 15Q (164547.590000 sec): 3 clusters
  Score: Raw -23210166.569112 + Penalty 5885.826094 = -23204280.743018
  nChanged 1119
		SP:Iteration 16Q (164548.760000 sec): 3 clusters
  Score: Raw -23210607.940166 + Penalty 5885.826094 = -23204722.114072
  nChanged 803
		SP:Iteration 17Q (164549.900000 sec): 3 clusters
  Score: Raw -23210881.952214 + Penalty 5885.826094 = -23204996.126120
  nChanged 577
		SP:Iteration 18Q (164550.990000 sec): 3 clusters
  Score: Raw -23211069.183455 + Penalty 5885.826094 = -23205183.357362
  nChanged 412
		SP:Iteration 19Q (164552.190000 sec): 3 clusters
  Score: Raw -23211193.425851 + Penalty 5885.826094 = -23205307.599757
  nChanged 299
		SP:Iteration 20F (164553.430000 sec): 3 clusters
  Score: Raw -23211274.087442 + Penalty 5885.826094 = -23205388.261348
  nChanged 253
		SP:Iteration 21Q (164554.520000 sec): 3 clusters
  Score: Raw -23211344.877457 + Penalty 5885.826094 = -23205459.051363
  nChanged 204
		SP:Iteration 22Q (164555.490000 sec): 3 clusters
  Score: Raw -23211407.931029 + Penalty 5885.826094 = -23205522.104935
  nChanged 194
		SP:Iteration 23Q (164556.540000 sec): 3 clusters
  Score: Raw -23211463.787172 + Penalty 5885.826094 = -23205577.961078
  nChanged 150
		SP:Iteration 24Q (164557.670000 sec): 3 clusters
  Score: Raw -23211499.119773 + Penalty 5885.826094 = -23205613.293679
  nChanged 106
		SP:Iteration 25Q (164558.760000 sec): 3 clusters
  Score: Raw -23211522.821767 + Penalty 5885.826094 = -23205636.995674
  nChanged 81
		SP:Iteration 26Q (164559.910000 sec): 3 clusters
  Score: Raw -23211538.681926 + Penalty 5885.826094 = -23205652.855832
  nChanged 79
		SP:Iteration 27Q (164561.040000 sec): 3 clusters
  Score: Raw -23211557.434800 + Penalty 5885.826094 = -23205671.608707
  nChanged 76
		SP:Iteration 28Q (164562.010000 sec): 3 clusters
  Score: Raw -23211574.369607 + Penalty 5885.826094 = -23205688.543514
  nChanged 66
		SP:Iteration 29Q (164563.070000 sec): 3 clusters
  Score: Raw -23211590.036811 + Penalty 5885.826094 = -23205704.210717
  nChanged 66
		SP:Iteration 30Q (164564.080000 sec): 3 clusters
  Score: Raw -23211606.695757 + Penalty 5885.826094 = -23205720.869663
  nChanged 69
		SP:Iteration 31Q (164565.120000 sec): 3 clusters
  Score: Raw -23211621.486734 + Penalty 5885.826094 = -23205735.660640
  nChanged 39
		SP:Iteration 32Q (164566.220000 sec): 3 clusters
  Score: Raw -23211628.409991 + Penalty 5885.826094 = -23205742.583897
  nChanged 33
		SP:Iteration 33Q (164567.260000 sec): 3 clusters
  Score: Raw -23211635.136152 + Penalty 5885.826094 = -23205749.310058
  nChanged 35
		SP:Iteration 34Q (164568.280000 sec): 3 clusters
  Score: Raw -23211642.259968 + Penalty 5885.826094 = -23205756.433874
  nChanged 29
		SP:Iteration 35Q (164569.420000 sec): 3 clusters
  Score: Raw -23211649.051148 + Penalty 5885.826094 = -23205763.225054
  nChanged 30
		SP:Iteration 36Q (164570.470000 sec): 3 clusters
  Score: Raw -23211654.696043 + Penalty 5885.826094 = -23205768.869949
  nChanged 33
		SP:Iteration 37Q (164571.430000 sec): 3 clusters
  Score: Raw -23211661.704807 + Penalty 5885.826094 = -23205775.878713
  nChanged 22
		SP:Iteration 38Q (164572.540000 sec): 3 clusters
  Score: Raw -23211666.737339 + Penalty 5885.826094 = -23205780.911245
  nChanged 26
		SP:Iteration 39Q (164573.530000 sec): 3 clusters
  Score: Raw -23211671.851584 + Penalty 5885.826094 = -23205786.025490
  nChanged 18
		SP:Iteration 40F (164574.690000 sec): 3 clusters
  Score: Raw -23211675.387650 + Penalty 5885.826094 = -23205789.561556
  nChanged 12
		SP:Iteration 41Q (164575.880000 sec): 3 clusters
  Score: Raw -23211677.630787 + Penalty 5885.826094 = -23205791.804693
  nChanged 13
		SP:Iteration 42Q (164576.940000 sec): 3 clusters
  Score: Raw -23211679.884412 + Penalty 5885.826094 = -23205794.058318
  nChanged 6
		SP:Iteration 43Q (164578.070000 sec): 3 clusters
  Score: Raw -23211681.069529 + Penalty 5885.826094 = -23205795.243435
  nChanged 12
		SP:Iteration 44Q (164579.250000 sec): 3 clusters
  Score: Raw -23211682.950870 + Penalty 5885.826094 = -23205797.124776
  nChanged 12
		SP:Iteration 45Q (164580.380000 sec): 3 clusters
  Score: Raw -23211685.194161 + Penalty 5885.826094 = -23205799.368067
  nChanged 14
		SP:Iteration 46Q (164581.360000 sec): 3 clusters
  Score: Raw -23211687.318410 + Penalty 5885.826094 = -23205801.492316
  nChanged 9
		SP:Iteration 47Q (164582.470000 sec): 3 clusters
  Score: Raw -23211688.961615 + Penalty 5885.826094 = -23205803.135522
  nChanged 3
		SP:Iteration 48Q (164583.560000 sec): 3 clusters
  Score: Raw -23211689.335454 + Penalty 5885.826094 = -23205803.509361
  nChanged 2
		SP:Iteration 49Q (164584.580000 sec): 3 clusters
  Score: Raw -23211689.584678 + Penalty 5885.826094 = -23205803.758584
  nChanged 3
		SP:Iteration 50Q (164585.460000 sec): 3 clusters
  Score: Raw -23211689.957387 + Penalty 5885.826094 = -23205804.131293
  nChanged 2
		SP:Iteration 51Q (164586.520000 sec): 3 clusters
  Score: Raw -23211690.270812 + Penalty 5885.826094 = -23205804.444718
  nChanged 3
		SP:Iteration 52Q (164587.660000 sec): 3 clusters
  Score: Raw -23211690.845649 + Penalty 5885.826094 = -23205805.019556
  nChanged 2
		SP:Iteration 53Q (164588.800000 sec): 3 clusters
  Score: Raw -23211691.078791 + Penalty 5885.826094 = -23205805.252697
  nChanged 0
		SP:Iteration 54F (164589.960000 sec): 3 clusters
  Score: Raw -23211691.078791 + Penalty 5885.826094 = -23205805.252697
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 79 (21441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164590.200000 sec): 2 clusters
  Score: Raw -3421948.239717 + Penalty 2473.318943 = -3419474.920774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164590.510000 sec): 3 clusters
  Score: Raw -3409462.728831 + Penalty 4946.637887 = -3404516.090944
  nChanged 9521
		SP:Iteration 1F (164590.880000 sec): 3 clusters
  Score: Raw -3414636.370528 + Penalty 4946.637887 = -3409689.732641
  nChanged 1239
		SP:Iteration 2F (164591.170000 sec): 3 clusters
  Score: Raw -3415294.672492 + Penalty 4946.637887 = -3410348.034605
  nChanged 1329
		SP:Iteration 3F (164591.460000 sec): 3 clusters
  Score: Raw -3416078.247115 + Penalty 4946.637887 = -3411131.609228
  nChanged 1354
		SP:Iteration 4F (164591.730000 sec): 3 clusters
  Score: Raw -3417026.689172 + Penalty 4946.637887 = -3412080.051285
  nChanged 1494
		SP:Iteration 5F (164592.020000 sec): 3 clusters
  Score: Raw -3418239.407110 + Penalty 4946.637887 = -3413292.769223
  nChanged 1531
		SP:Iteration 6F (164592.320000 sec): 3 clusters
  Score: Raw -3419606.304840 + Penalty 4946.637887 = -3414659.666953
  nChanged 1460
		SP:Iteration 7F (164592.660000 sec): 3 clusters
  Score: Raw -3420784.525319 + Penalty 4946.637887 = -3415837.887432
  nChanged 1141
		SP:Iteration 8F (164592.920000 sec): 3 clusters
  Score: Raw -3421570.957291 + Penalty 4946.637887 = -3416624.319404
  nChanged 774
		SP:Iteration 9Q (164593.190000 sec): 3 clusters
  Score: Raw -3422031.969822 + Penalty 4946.637887 = -3417085.331935
  nChanged 540
		SP:Iteration 10Q (164593.580000 sec): 3 clusters
  Score: Raw -3422303.715073 + Penalty 4946.637887 = -3417357.077186
  nChanged 389
		SP:Iteration 11Q (164593.840000 sec): 3 clusters
  Score: Raw -3422458.129266 + Penalty 4946.637887 = -3417511.491379
  nChanged 266
		SP:Iteration 12Q (164594.150000 sec): 3 clusters
  Score: Raw -3422544.848618 + Penalty 4946.637887 = -3417598.210731
  nChanged 180
		SP:Iteration 13Q (164594.380000 sec): 3 clusters
  Score: Raw -3422589.705420 + Penalty 4946.637887 = -3417643.067533
  nChanged 155
		SP:Iteration 14Q (164594.690000 sec): 3 clusters
  Score: Raw -3422630.361895 + Penalty 4946.637887 = -3417683.724008
  nChanged 147
		SP:Iteration 15Q (164594.940000 sec): 3 clusters
  Score: Raw -3422661.564750 + Penalty 4946.637887 = -3417714.926863
  nChanged 121
		SP:Iteration 16Q (164595.200000 sec): 3 clusters
  Score: Raw -3422685.164550 + Penalty 4946.637887 = -3417738.526663
  nChanged 119
		SP:Iteration 17Q (164595.560000 sec): 3 clusters
  Score: Raw -3422708.568910 + Penalty 4946.637887 = -3417761.931023
  nChanged 93
		SP:Iteration 18Q (164595.870000 sec): 3 clusters
  Score: Raw -3422726.392410 + Penalty 4946.637887 = -3417779.754523
  nChanged 96
		SP:Iteration 19Q (164596.140000 sec): 3 clusters
  Score: Raw -3422744.197677 + Penalty 4946.637887 = -3417797.559790
  nChanged 88
		SP:Iteration 20F (164596.490000 sec): 3 clusters
  Score: Raw -3422759.140316 + Penalty 4946.637887 = -3417812.502429
  nChanged 69
		SP:Iteration 21Q (164596.680000 sec): 3 clusters
  Score: Raw -3422769.858650 + Penalty 4946.637887 = -3417823.220764
  nChanged 65
		SP:Iteration 22Q (164596.920000 sec): 3 clusters
  Score: Raw -3422779.016166 + Penalty 4946.637887 = -3417832.378279
  nChanged 57
		SP:Iteration 23Q (164597.190000 sec): 3 clusters
  Score: Raw -3422785.353353 + Penalty 4946.637887 = -3417838.715466
  nChanged 40
		SP:Iteration 24Q (164597.440000 sec): 3 clusters
  Score: Raw -3422790.061656 + Penalty 4946.637887 = -3417843.423769
  nChanged 32
		SP:Iteration 25Q (164597.740000 sec): 3 clusters
  Score: Raw -3422794.115566 + Penalty 4946.637887 = -3417847.477680
  nChanged 33
		SP:Iteration 26Q (164598.050000 sec): 3 clusters
  Score: Raw -3422797.858524 + Penalty 4946.637887 = -3417851.220638
  nChanged 34
		SP:Iteration 27Q (164598.350000 sec): 3 clusters
  Score: Raw -3422802.012549 + Penalty 4946.637887 = -3417855.374662
  nChanged 41
		SP:Iteration 28Q (164598.630000 sec): 3 clusters
  Score: Raw -3422807.591148 + Penalty 4946.637887 = -3417860.953261
  nChanged 40
		SP:Iteration 29Q (164598.900000 sec): 3 clusters
  Score: Raw -3422812.718198 + Penalty 4946.637887 = -3417866.080311
  nChanged 43
		SP:Iteration 30Q (164599.190000 sec): 3 clusters
  Score: Raw -3422819.191038 + Penalty 4946.637887 = -3417872.553151
  nChanged 41
		SP:Iteration 31Q (164599.480000 sec): 3 clusters
  Score: Raw -3422825.030849 + Penalty 4946.637887 = -3417878.392962
  nChanged 47
		SP:Iteration 32Q (164599.770000 sec): 3 clusters
  Score: Raw -3422831.593699 + Penalty 4946.637887 = -3417884.955812
  nChanged 44
		SP:Iteration 33Q (164600.050000 sec): 3 clusters
  Score: Raw -3422836.846516 + Penalty 4946.637887 = -3417890.208629
  nChanged 36
		SP:Iteration 34Q (164600.330000 sec): 3 clusters
  Score: Raw -3422841.955209 + Penalty 4946.637887 = -3417895.317322
  nChanged 37
		SP:Iteration 35Q (164600.620000 sec): 3 clusters
  Score: Raw -3422847.450933 + Penalty 4946.637887 = -3417900.813046
  nChanged 41
		SP:Iteration 36Q (164600.920000 sec): 3 clusters
  Score: Raw -3422853.482756 + Penalty 4946.637887 = -3417906.844869
  nChanged 36
		SP:Iteration 37Q (164601.180000 sec): 3 clusters
  Score: Raw -3422858.183520 + Penalty 4946.637887 = -3417911.545633
  nChanged 35
		SP:Iteration 38Q (164601.500000 sec): 3 clusters
  Score: Raw -3422863.160786 + Penalty 4946.637887 = -3417916.522899
  nChanged 42
		SP:Iteration 39Q (164601.850000 sec): 3 clusters
  Score: Raw -3422868.689853 + Penalty 4946.637887 = -3417922.051966
  nChanged 44
		SP:Iteration 40F (164602.130000 sec): 3 clusters
  Score: Raw -3422876.485212 + Penalty 4946.637887 = -3417929.847325
  nChanged 46
		SP:Iteration 41Q (164602.430000 sec): 3 clusters
  Score: Raw -3422883.242940 + Penalty 4946.637887 = -3417936.605053
  nChanged 51
		SP:Iteration 42Q (164602.690000 sec): 3 clusters
  Score: Raw -3422890.502928 + Penalty 4946.637887 = -3417943.865041
  nChanged 36
		SP:Iteration 43Q (164603.010000 sec): 3 clusters
  Score: Raw -3422895.198997 + Penalty 4946.637887 = -3417948.561110
  nChanged 34
		SP:Iteration 44Q (164603.340000 sec): 3 clusters
  Score: Raw -3422899.668578 + Penalty 4946.637887 = -3417953.030691
  nChanged 26
		SP:Iteration 45Q (164603.650000 sec): 3 clusters
  Score: Raw -3422902.709164 + Penalty 4946.637887 = -3417956.071277
  nChanged 23
		SP:Iteration 46Q (164603.960000 sec): 3 clusters
  Score: Raw -3422905.230407 + Penalty 4946.637887 = -3417958.592520
  nChanged 27
		SP:Iteration 47Q (164604.230000 sec): 3 clusters
  Score: Raw -3422907.769806 + Penalty 4946.637887 = -3417961.131919
  nChanged 23
		SP:Iteration 48Q (164604.520000 sec): 3 clusters
  Score: Raw -3422910.908445 + Penalty 4946.637887 = -3417964.270558
  nChanged 25
		SP:Iteration 49Q (164604.840000 sec): 3 clusters
  Score: Raw -3422914.382457 + Penalty 4946.637887 = -3417967.744570
  nChanged 36
		SP:Iteration 50Q (164605.140000 sec): 3 clusters
  Score: Raw -3422919.176639 + Penalty 4946.637887 = -3417972.538753
  nChanged 26
		SP:Iteration 51Q (164605.400000 sec): 3 clusters
  Score: Raw -3422922.756127 + Penalty 4946.637887 = -3417976.118240
  nChanged 28
		SP:Iteration 52Q (164605.720000 sec): 3 clusters
  Score: Raw -3422926.187625 + Penalty 4946.637887 = -3417979.549738
  nChanged 28
		SP:Iteration 53Q (164606.000000 sec): 3 clusters
  Score: Raw -3422929.754301 + Penalty 4946.637887 = -3417983.116414
  nChanged 20
		SP:Iteration 54Q (164606.330000 sec): 3 clusters
  Score: Raw -3422931.714069 + Penalty 4946.637887 = -3417985.076182
  nChanged 21
		SP:Iteration 55Q (164606.640000 sec): 3 clusters
  Score: Raw -3422933.659007 + Penalty 4946.637887 = -3417987.021120
  nChanged 12
		SP:Iteration 56Q (164606.960000 sec): 3 clusters
  Score: Raw -3422934.712305 + Penalty 4946.637887 = -3417988.074418
  nChanged 11
		SP:Iteration 57Q (164607.290000 sec): 3 clusters
  Score: Raw -3422935.753463 + Penalty 4946.637887 = -3417989.115576
  nChanged 9
		SP:Iteration 58Q (164607.620000 sec): 3 clusters
  Score: Raw -3422936.471115 + Penalty 4946.637887 = -3417989.833228
  nChanged 3
		SP:Iteration 59Q (164607.950000 sec): 3 clusters
  Score: Raw -3422936.669418 + Penalty 4946.637887 = -3417990.031531
  nChanged 2
		SP:Iteration 60F (164608.290000 sec): 3 clusters
  Score: Raw -3422936.739277 + Penalty 4946.637887 = -3417990.101390
  nChanged 0
Iteration 259Q (164897.920000 sec): 81 clusters
  Score: Raw -289243383.856560 + Penalty 286545.140364 = -288956838.716197
  nChanged 803
Iteration 260F (165336.780000 sec): 81 clusters
  Score: Raw -289243674.221422 + Penalty 286545.140364 = -288957129.081058
  nChanged 627
Iteration 261Q (165590.550000 sec): 81 clusters
  Score: Raw -289243764.886016 + Penalty 286545.140364 = -288957219.745652
  nChanged 495
Iteration 262Q (165836.240000 sec): 81 clusters
  Score: Raw -289243809.891841 + Penalty 286545.140364 = -288957264.751477
  nChanged 433
Iteration 263Q (166044.520000 sec): 81 clusters
  Score: Raw -289243846.443892 + Penalty 286545.140364 = -288957301.303528
  nChanged 370
Iteration 264Q (166298.250000 sec): 81 clusters
  Score: Raw -289243872.150565 + Penalty 286545.140364 = -288957327.010201
  nChanged 321
Iteration 265Q (166565.730000 sec): 81 clusters
  Score: Raw -289243894.723213 + Penalty 286545.140364 = -288957349.582849
  nChanged 288
Iteration 266Q (166821.260000 sec): 81 clusters
  Score: Raw -289243915.203949 + Penalty 286545.140364 = -288957370.063586
  nChanged 279
Iteration 267Q (167095.820000 sec): 81 clusters
  Score: Raw -289243932.694870 + Penalty 286545.140364 = -288957387.554506
  nChanged 281
Iteration 268Q (167358.590000 sec): 81 clusters
  Score: Raw -289243948.446427 + Penalty 286545.140364 = -288957403.306063
  nChanged 258
Iteration 269Q (167629.490000 sec): 81 clusters
  Score: Raw -289243964.378447 + Penalty 286545.140364 = -288957419.238083
  nChanged 266
Iteration 270Q (167878.270000 sec): 81 clusters
  Score: Raw -289243982.599189 + Penalty 286545.140364 = -288957437.458825
  nChanged 261
Iteration 271Q (168143.200000 sec): 81 clusters
  Score: Raw -289244000.208415 + Penalty 286545.140364 = -288957455.068051
  nChanged 261
Iteration 272Q (168394.010000 sec): 81 clusters
  Score: Raw -289244018.660072 + Penalty 286545.140364 = -288957473.519709
  nChanged 262
Iteration 273Q (168660.320000 sec): 81 clusters
  Score: Raw -289244036.049193 + Penalty 286545.140364 = -288957490.908829
  nChanged 234
Iteration 274Q (168911.970000 sec): 81 clusters
  Score: Raw -289244050.279317 + Penalty 286545.140364 = -288957505.138953
  nChanged 211
Iteration 275Q (169180.940000 sec): 81 clusters
  Score: Raw -289244062.083995 + Penalty 286545.140364 = -288957516.943631
  nChanged 213
Iteration 276Q (169419.150000 sec): 81 clusters
  Score: Raw -289244072.108538 + Penalty 286545.140364 = -288957526.968174
  nChanged 215
Iteration 277Q (169651.590000 sec): 81 clusters
  Score: Raw -289244082.371140 + Penalty 286545.140364 = -288957537.230777
  nChanged 214
Iteration 278Q (169912.060000 sec): 81 clusters
  Score: Raw -289244092.926384 + Penalty 286545.140364 = -288957547.786020
  nChanged 228
Iteration 279Q (170175.390000 sec): 81 clusters
  Score: Raw -289244103.614969 + Penalty 286545.140364 = -288957558.474605
  nChanged 202
Iteration 280F (170578.370000 sec): 81 clusters
  Score: Raw -289244113.272532 + Penalty 286545.140364 = -288957568.132168
  nChanged 195
Iteration 281Q (170843.470000 sec): 81 clusters
  Score: Raw -289244121.720159 + Penalty 286545.140364 = -288957576.579795
  nChanged 190
Iteration 282Q (171104.490000 sec): 81 clusters
  Score: Raw -289244129.684072 + Penalty 286545.140364 = -288957584.543709
  nChanged 162
Iteration 283Q (171355.950000 sec): 81 clusters
  Score: Raw -289244136.278867 + Penalty 286545.140364 = -288957591.138503
  nChanged 158
Iteration 284Q (171613.690000 sec): 81 clusters
  Score: Raw -289244144.920970 + Penalty 286545.140364 = -288957599.780607
  nChanged 161
Iteration 285Q (171871.420000 sec): 81 clusters
  Score: Raw -289244152.871221 + Penalty 286545.140364 = -288957607.730857
  nChanged 170
Iteration 286Q (172131.000000 sec): 81 clusters
  Score: Raw -289244162.388555 + Penalty 286545.140364 = -288957617.248191
  nChanged 157
Iteration 287Q (172386.280000 sec): 81 clusters
  Score: Raw -289244170.636219 + Penalty 286545.140364 = -288957625.495855
  nChanged 149
Iteration 288Q (172643.930000 sec): 81 clusters
  Score: Raw -289244179.111579 + Penalty 286545.140364 = -288957633.971216
  nChanged 140
Iteration 289Q (172930.490000 sec): 81 clusters
  Score: Raw -289244186.448307 + Penalty 286545.140364 = -288957641.307943
  nChanged 126
Iteration 290Q (173228.700000 sec): 81 clusters
  Score: Raw -289244191.380747 + Penalty 286545.140364 = -288957646.240383
  nChanged 100
Iteration 291Q (173496.840000 sec): 81 clusters
  Score: Raw -289244196.311631 + Penalty 286545.140364 = -288957651.171267
  nChanged 101
Iteration 292Q (173788.020000 sec): 81 clusters
  Score: Raw -289244202.183145 + Penalty 286545.140364 = -288957657.042781
  nChanged 88
Iteration 293Q (174069.500000 sec): 81 clusters
  Score: Raw -289244206.776564 + Penalty 286545.140364 = -288957661.636200
  nChanged 101
Iteration 294Q (174322.600000 sec): 81 clusters
  Score: Raw -289244212.624916 + Penalty 286545.140364 = -288957667.484552
  nChanged 79
Iteration 295Q (174570.640000 sec): 81 clusters
  Score: Raw -289244217.657810 + Penalty 286545.140364 = -288957672.517447
  nChanged 72
Iteration 296Q (174799.430000 sec): 81 clusters
  Score: Raw -289244221.490799 + Penalty 286545.140364 = -288957676.350435
  nChanged 88
Iteration 297Q (175040.340000 sec): 81 clusters
  Score: Raw -289244225.347711 + Penalty 286545.140364 = -288957680.207347
  nChanged 79
Iteration 298Q (175296.420000 sec): 81 clusters
  Score: Raw -289244229.125276 + Penalty 286545.140364 = -288957683.984913
  nChanged 71
Writing temp clu file 
Because OldScore, -288957680.207347, is greater than current (better) Score,-288957683.984913 
 Compute initial score before splitting:   Score: Raw -289244229.125276 + Penalty 286545.140364 = -288957683.984913
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (14997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175296.880000 sec): 2 clusters
  Score: Raw -2246968.861519 + Penalty 2384.670154 = -2244584.191365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175297.170000 sec): 3 clusters
  Score: Raw -2238595.899493 + Penalty 4769.340308 = -2233826.559185
  nChanged 6401
		SP:Iteration 1F (175297.500000 sec): 3 clusters
  Score: Raw -2242072.781543 + Penalty 4769.340308 = -2237303.441235
  nChanged 970
		SP:Iteration 2F (175297.750000 sec): 3 clusters
  Score: Raw -2242578.335106 + Penalty 4769.340308 = -2237808.994798
  nChanged 893
		SP:Iteration 3F (175298.040000 sec): 3 clusters
  Score: Raw -2243041.107075 + Penalty 4769.340308 = -2238271.766767
  nChanged 805
		SP:Iteration 4F (175298.330000 sec): 3 clusters
  Score: Raw -2243439.532439 + Penalty 4769.340308 = -2238670.192131
  nChanged 707
		SP:Iteration 5Q (175298.590000 sec): 3 clusters
  Score: Raw -2243778.558102 + Penalty 4769.340308 = -2239009.217794
  nChanged 644
		SP:Iteration 6Q (175298.880000 sec): 3 clusters
  Score: Raw -2244066.124823 + Penalty 4769.340308 = -2239296.784515
  nChanged 596
		SP:Iteration 7Q (175299.170000 sec): 3 clusters
  Score: Raw -2244334.790888 + Penalty 4769.340308 = -2239565.450580
  nChanged 561
		SP:Iteration 8Q (175299.470000 sec): 3 clusters
  Score: Raw -2244635.167428 + Penalty 4769.340308 = -2239865.827120
  nChanged 601
		SP:Iteration 9Q (175299.760000 sec): 3 clusters
  Score: Raw -2244969.856969 + Penalty 4769.340308 = -2240200.516661
  nChanged 562
		SP:Iteration 10Q (175300.060000 sec): 3 clusters
  Score: Raw -2245287.216297 + Penalty 4769.340308 = -2240517.875989
  nChanged 557
		SP:Iteration 11Q (175300.350000 sec): 3 clusters
  Score: Raw -2245632.050465 + Penalty 4769.340308 = -2240862.710157
  nChanged 520
		SP:Iteration 12Q (175300.660000 sec): 3 clusters
  Score: Raw -2245919.247630 + Penalty 4769.340308 = -2241149.907321
  nChanged 489
		SP:Iteration 13Q (175300.970000 sec): 3 clusters
  Score: Raw -2246203.730879 + Penalty 4769.340308 = -2241434.390571
  nChanged 459
		SP:Iteration 14Q (175301.350000 sec): 3 clusters
  Score: Raw -2246461.132430 + Penalty 4769.340308 = -2241691.792121
  nChanged 415
		SP:Iteration 15Q (175301.640000 sec): 3 clusters
  Score: Raw -2246711.072400 + Penalty 4769.340308 = -2241941.732091
  nChanged 383
		SP:Iteration 16Q (175301.960000 sec): 3 clusters
  Score: Raw -2246927.856186 + Penalty 4769.340308 = -2242158.515877
  nChanged 367
		SP:Iteration 17Q (175302.220000 sec): 3 clusters
  Score: Raw -2247144.489190 + Penalty 4769.340308 = -2242375.148882
  nChanged 302
		SP:Iteration 18Q (175302.510000 sec): 3 clusters
  Score: Raw -2247325.192392 + Penalty 4769.340308 = -2242555.852084
  nChanged 254
		SP:Iteration 19Q (175302.800000 sec): 3 clusters
  Score: Raw -2247481.027026 + Penalty 4769.340308 = -2242711.686718
  nChanged 233
		SP:Iteration 20F (175303.100000 sec): 3 clusters
  Score: Raw -2247626.831065 + Penalty 4769.340308 = -2242857.490756
  nChanged 195
		SP:Iteration 21Q (175303.400000 sec): 3 clusters
  Score: Raw -2247734.823866 + Penalty 4769.340308 = -2242965.483557
  nChanged 146
		SP:Iteration 22Q (175303.710000 sec): 3 clusters
  Score: Raw -2247800.301981 + Penalty 4769.340308 = -2243030.961672
  nChanged 106
		SP:Iteration 23Q (175304.030000 sec): 3 clusters
  Score: Raw -2247843.418808 + Penalty 4769.340308 = -2243074.078500
  nChanged 80
		SP:Iteration 24Q (175304.330000 sec): 3 clusters
  Score: Raw -2247879.230572 + Penalty 4769.340308 = -2243109.890264
  nChanged 65
		SP:Iteration 25Q (175304.570000 sec): 3 clusters
  Score: Raw -2247909.039036 + Penalty 4769.340308 = -2243139.698728
  nChanged 45
		SP:Iteration 26Q (175304.910000 sec): 3 clusters
  Score: Raw -2247926.075964 + Penalty 4769.340308 = -2243156.735656
  nChanged 35
		SP:Iteration 27Q (175305.260000 sec): 3 clusters
  Score: Raw -2247939.085510 + Penalty 4769.340308 = -2243169.745202
  nChanged 26
		SP:Iteration 28Q (175305.600000 sec): 3 clusters
  Score: Raw -2247948.720495 + Penalty 4769.340308 = -2243179.380187
  nChanged 26
		SP:Iteration 29Q (175305.890000 sec): 3 clusters
  Score: Raw -2247957.951749 + Penalty 4769.340308 = -2243188.611441
  nChanged 22
		SP:Iteration 30Q (175306.200000 sec): 3 clusters
  Score: Raw -2247965.550702 + Penalty 4769.340308 = -2243196.210394
  nChanged 20
		SP:Iteration 31Q (175306.400000 sec): 3 clusters
  Score: Raw -2247972.060695 + Penalty 4769.340308 = -2243202.720386
  nChanged 13
		SP:Iteration 32Q (175306.580000 sec): 3 clusters
  Score: Raw -2247975.473346 + Penalty 4769.340308 = -2243206.133037
  nChanged 5
		SP:Iteration 33Q (175306.750000 sec): 3 clusters
  Score: Raw -2247976.703026 + Penalty 4769.340308 = -2243207.362718
  nChanged 4
		SP:Iteration 34Q (175306.940000 sec): 3 clusters
  Score: Raw -2247977.851255 + Penalty 4769.340308 = -2243208.510946
  nChanged 5
		SP:Iteration 35Q (175307.200000 sec): 3 clusters
  Score: Raw -2247978.961623 + Penalty 4769.340308 = -2243209.621315
  nChanged 1
		SP:Iteration 36Q (175307.480000 sec): 3 clusters
  Score: Raw -2247979.022967 + Penalty 4769.340308 = -2243209.682659
  nChanged 0
		SP:Iteration 37F (175307.710000 sec): 3 clusters
  Score: Raw -2247979.022967 + Penalty 4769.340308 = -2243209.682659
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (13725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175307.920000 sec): 2 clusters
  Score: Raw -2206998.730186 + Penalty 2362.689618 = -2204636.040567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175308.150000 sec): 3 clusters
  Score: Raw -2199277.732362 + Penalty 4725.379236 = -2194552.353126
  nChanged 5866
		SP:Iteration 1F (175308.410000 sec): 3 clusters
  Score: Raw -2202416.521949 + Penalty 4725.379236 = -2197691.142713
  nChanged 832
		SP:Iteration 2F (175308.670000 sec): 3 clusters
  Score: Raw -2202789.745932 + Penalty 4725.379236 = -2198064.366696
  nChanged 700
		SP:Iteration 3F (175308.930000 sec): 3 clusters
  Score: Raw -2203104.451409 + Penalty 4725.379236 = -2198379.072173
  nChanged 647
		SP:Iteration 4Q (175309.210000 sec): 3 clusters
  Score: Raw -2203430.408464 + Penalty 4725.379236 = -2198705.029228
  nChanged 647
		SP:Iteration 5Q (175309.530000 sec): 3 clusters
  Score: Raw -2203752.456643 + Penalty 4725.379236 = -2199027.077407
  nChanged 601
		SP:Iteration 6Q (175309.820000 sec): 3 clusters
  Score: Raw -2204070.231163 + Penalty 4725.379236 = -2199344.851926
  nChanged 638
		SP:Iteration 7Q (175310.210000 sec): 3 clusters
  Score: Raw -2204444.901705 + Penalty 4725.379236 = -2199719.522469
  nChanged 639
		SP:Iteration 8Q (175310.480000 sec): 3 clusters
  Score: Raw -2204820.949387 + Penalty 4725.379236 = -2200095.570151
  nChanged 614
		SP:Iteration 9Q (175310.740000 sec): 3 clusters
  Score: Raw -2205185.325922 + Penalty 4725.379236 = -2200459.946686
  nChanged 572
		SP:Iteration 10Q (175310.980000 sec): 3 clusters
  Score: Raw -2205563.082963 + Penalty 4725.379236 = -2200837.703727
  nChanged 553
		SP:Iteration 11Q (175311.290000 sec): 3 clusters
  Score: Raw -2205952.103958 + Penalty 4725.379236 = -2201226.724722
  nChanged 528
		SP:Iteration 12Q (175311.600000 sec): 3 clusters
  Score: Raw -2206332.039075 + Penalty 4725.379236 = -2201606.659839
  nChanged 509
		SP:Iteration 13Q (175311.880000 sec): 3 clusters
  Score: Raw -2206731.107159 + Penalty 4725.379236 = -2202005.727923
  nChanged 517
		SP:Iteration 14Q (175312.120000 sec): 3 clusters
  Score: Raw -2207161.957569 + Penalty 4725.379236 = -2202436.578333
  nChanged 514
		SP:Iteration 15Q (175312.380000 sec): 3 clusters
  Score: Raw -2207598.340052 + Penalty 4725.379236 = -2202872.960816
  nChanged 420
		SP:Iteration 16Q (175312.590000 sec): 3 clusters
  Score: Raw -2207957.579232 + Penalty 4725.379236 = -2203232.199996
  nChanged 307
		SP:Iteration 17Q (175312.880000 sec): 3 clusters
  Score: Raw -2208181.570529 + Penalty 4725.379236 = -2203456.191293
  nChanged 224
		SP:Iteration 18Q (175313.140000 sec): 3 clusters
  Score: Raw -2208304.163698 + Penalty 4725.379236 = -2203578.784462
  nChanged 159
		SP:Iteration 19Q (175313.380000 sec): 3 clusters
  Score: Raw -2208373.646333 + Penalty 4725.379236 = -2203648.267097
  nChanged 112
		SP:Iteration 20F (175313.660000 sec): 3 clusters
  Score: Raw -2208413.290501 + Penalty 4725.379236 = -2203687.911265
  nChanged 75
		SP:Iteration 21Q (175313.910000 sec): 3 clusters
  Score: Raw -2208439.361262 + Penalty 4725.379236 = -2203713.982026
  nChanged 67
		SP:Iteration 22Q (175314.140000 sec): 3 clusters
  Score: Raw -2208463.491802 + Penalty 4725.379236 = -2203738.112566
  nChanged 65
		SP:Iteration 23Q (175314.360000 sec): 3 clusters
  Score: Raw -2208482.321450 + Penalty 4725.379236 = -2203756.942214
  nChanged 47
		SP:Iteration 24Q (175314.560000 sec): 3 clusters
  Score: Raw -2208495.594952 + Penalty 4725.379236 = -2203770.215716
  nChanged 29
		SP:Iteration 25Q (175314.820000 sec): 3 clusters
  Score: Raw -2208501.281964 + Penalty 4725.379236 = -2203775.902728
  nChanged 26
		SP:Iteration 26Q (175315.070000 sec): 3 clusters
  Score: Raw -2208505.689948 + Penalty 4725.379236 = -2203780.310712
  nChanged 20
		SP:Iteration 27Q (175315.350000 sec): 3 clusters
  Score: Raw -2208508.617831 + Penalty 4725.379236 = -2203783.238595
  nChanged 8
		SP:Iteration 28Q (175315.600000 sec): 3 clusters
  Score: Raw -2208510.040116 + Penalty 4725.379236 = -2203784.660879
  nChanged 10
		SP:Iteration 29Q (175315.940000 sec): 3 clusters
  Score: Raw -2208511.139534 + Penalty 4725.379236 = -2203785.760298
  nChanged 7
		SP:Iteration 30Q (175316.240000 sec): 3 clusters
  Score: Raw -2208512.308128 + Penalty 4725.379236 = -2203786.928892
  nChanged 7
		SP:Iteration 31Q (175316.480000 sec): 3 clusters
  Score: Raw -2208513.397304 + Penalty 4725.379236 = -2203788.018068
  nChanged 3
		SP:Iteration 32Q (175316.810000 sec): 3 clusters
  Score: Raw -2208513.971177 + Penalty 4725.379236 = -2203788.591940
  nChanged 1
		SP:Iteration 33Q (175317.030000 sec): 3 clusters
  Score: Raw -2208514.031859 + Penalty 4725.379236 = -2203788.652623
  nChanged 1
		SP:Iteration 34Q (175317.330000 sec): 3 clusters
  Score: Raw -2208514.112593 + Penalty 4725.379236 = -2203788.733357
  nChanged 1
		SP:Iteration 35Q (175317.610000 sec): 3 clusters
  Score: Raw -2208514.154602 + Penalty 4725.379236 = -2203788.775366
  nChanged 1
		SP:Iteration 36Q (175317.910000 sec): 3 clusters
  Score: Raw -2208514.201327 + Penalty 4725.379236 = -2203788.822091
  nChanged 1
		SP:Iteration 37Q (175318.170000 sec): 3 clusters
  Score: Raw -2208514.290617 + Penalty 4725.379236 = -2203788.911381
  nChanged 0
		SP:Iteration 38F (175318.450000 sec): 3 clusters
  Score: Raw -2208514.290617 + Penalty 4725.379236 = -2203788.911381
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175318.540000 sec): 2 clusters
  Score: Raw -111565.480654 + Penalty 1647.013178 = -109918.467476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175318.710000 sec): 3 clusters
  Score: Raw -111520.891459 + Penalty 3294.026356 = -108226.865103
  nChanged 196
		SP:Iteration 1F (175318.850000 sec): 3 clusters
  Score: Raw -111913.152191 + Penalty 3294.026356 = -108619.125835
  nChanged 73
		SP:Iteration 2F (175318.980000 sec): 3 clusters
  Score: Raw -112072.326119 + Penalty 3294.026356 = -108778.299763
  nChanged 37
		SP:Iteration 3Q (175319.120000 sec): 3 clusters
  Score: Raw -112161.897154 + Penalty 3294.026356 = -108867.870797
  nChanged 29
		SP:Iteration 4Q (175319.300000 sec): 3 clusters
  Score: Raw -112233.385666 + Penalty 3294.026356 = -108939.359310
  nChanged 17
		SP:Iteration 5Q (175319.440000 sec): 3 clusters
  Score: Raw -112292.187321 + Penalty 3294.026356 = -108998.160965
  nChanged 16
		SP:Iteration 6Q (175319.630000 sec): 3 clusters
  Score: Raw -112333.412827 + Penalty 3294.026356 = -109039.386471
  nChanged 12
		SP:Iteration 7Q (175319.800000 sec): 3 clusters
  Score: Raw -112378.539980 + Penalty 3294.026356 = -109084.513624
  nChanged 11
		SP:Iteration 8Q (175319.990000 sec): 3 clusters
  Score: Raw -112391.996913 + Penalty 3294.026356 = -109097.970557
  nChanged 12
		SP:Iteration 9Q (175320.100000 sec): 3 clusters
  Score: Raw -112410.076678 + Penalty 3294.026356 = -109116.050322
  nChanged 10
		SP:Iteration 10Q (175320.240000 sec): 3 clusters
  Score: Raw -112424.825138 + Penalty 3294.026356 = -109130.798782
  nChanged 4
		SP:Iteration 11Q (175320.380000 sec): 3 clusters
  Score: Raw -112428.572876 + Penalty 3294.026356 = -109134.546520
  nChanged 2
		SP:Iteration 12Q (175320.520000 sec): 3 clusters
  Score: Raw -112430.142596 + Penalty 3294.026356 = -109136.116240
  nChanged 1
		SP:Iteration 13Q (175320.670000 sec): 3 clusters
  Score: Raw -112430.617988 + Penalty 3294.026356 = -109136.591631
  nChanged 0
		SP:Iteration 14F (175320.810000 sec): 3 clusters
  Score: Raw -112430.617988 + Penalty 3294.026356 = -109136.591631
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (19517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175321.060000 sec): 2 clusters
  Score: Raw -2860728.793580 + Penalty 2450.002208 = -2858278.791373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175321.420000 sec): 3 clusters
  Score: Raw -2849578.699588 + Penalty 4900.004415 = -2844678.695173
  nChanged 8501
		SP:Iteration 1F (175321.750000 sec): 3 clusters
  Score: Raw -2854522.270628 + Penalty 4900.004415 = -2849622.266213
  nChanged 1428
		SP:Iteration 2F (175322.070000 sec): 3 clusters
  Score: Raw -2855355.643993 + Penalty 4900.004415 = -2850455.639577
  nChanged 1347
		SP:Iteration 3F (175322.400000 sec): 3 clusters
  Score: Raw -2856136.110832 + Penalty 4900.004415 = -2851236.106417
  nChanged 1207
		SP:Iteration 4F (175322.740000 sec): 3 clusters
  Score: Raw -2856839.081366 + Penalty 4900.004415 = -2851939.076951
  nChanged 1072
		SP:Iteration 5F (175323.120000 sec): 3 clusters
  Score: Raw -2857425.568215 + Penalty 4900.004415 = -2852525.563799
  nChanged 945
		SP:Iteration 6Q (175323.500000 sec): 3 clusters
  Score: Raw -2857959.533529 + Penalty 4900.004415 = -2853059.529114
  nChanged 878
		SP:Iteration 7Q (175323.860000 sec): 3 clusters
  Score: Raw -2858493.365965 + Penalty 4900.004415 = -2853593.361550
  nChanged 836
		SP:Iteration 8Q (175324.220000 sec): 3 clusters
  Score: Raw -2859000.351159 + Penalty 4900.004415 = -2854100.346744
  nChanged 743
		SP:Iteration 9Q (175324.540000 sec): 3 clusters
  Score: Raw -2859431.789695 + Penalty 4900.004415 = -2854531.785279
  nChanged 640
		SP:Iteration 10Q (175324.900000 sec): 3 clusters
  Score: Raw -2859784.619083 + Penalty 4900.004415 = -2854884.614668
  nChanged 530
		SP:Iteration 11Q (175325.280000 sec): 3 clusters
  Score: Raw -2860080.819636 + Penalty 4900.004415 = -2855180.815221
  nChanged 481
		SP:Iteration 12Q (175325.620000 sec): 3 clusters
  Score: Raw -2860361.899547 + Penalty 4900.004415 = -2855461.895131
  nChanged 417
		SP:Iteration 13Q (175325.950000 sec): 3 clusters
  Score: Raw -2860606.573823 + Penalty 4900.004415 = -2855706.569407
  nChanged 343
		SP:Iteration 14Q (175326.300000 sec): 3 clusters
  Score: Raw -2860787.238792 + Penalty 4900.004415 = -2855887.234377
  nChanged 275
		SP:Iteration 15Q (175326.630000 sec): 3 clusters
  Score: Raw -2860938.748943 + Penalty 4900.004415 = -2856038.744528
  nChanged 250
		SP:Iteration 16Q (175327.010000 sec): 3 clusters
  Score: Raw -2861066.956174 + Penalty 4900.004415 = -2856166.951759
  nChanged 194
		SP:Iteration 17Q (175327.360000 sec): 3 clusters
  Score: Raw -2861162.670596 + Penalty 4900.004415 = -2856262.666181
  nChanged 146
		SP:Iteration 18Q (175327.690000 sec): 3 clusters
  Score: Raw -2861234.882730 + Penalty 4900.004415 = -2856334.878315
  nChanged 137
		SP:Iteration 19Q (175328.060000 sec): 3 clusters
  Score: Raw -2861297.661037 + Penalty 4900.004415 = -2856397.656622
  nChanged 110
		SP:Iteration 20F (175328.410000 sec): 3 clusters
  Score: Raw -2861342.022535 + Penalty 4900.004415 = -2856442.018120
  nChanged 85
		SP:Iteration 21Q (175328.760000 sec): 3 clusters
  Score: Raw -2861377.040662 + Penalty 4900.004415 = -2856477.036247
  nChanged 82
		SP:Iteration 22Q (175329.110000 sec): 3 clusters
  Score: Raw -2861414.124410 + Penalty 4900.004415 = -2856514.119995
  nChanged 69
		SP:Iteration 23Q (175329.440000 sec): 3 clusters
  Score: Raw -2861447.642763 + Penalty 4900.004415 = -2856547.638348
  nChanged 66
		SP:Iteration 24Q (175329.760000 sec): 3 clusters
  Score: Raw -2861478.992131 + Penalty 4900.004415 = -2856578.987716
  nChanged 54
		SP:Iteration 25Q (175330.140000 sec): 3 clusters
  Score: Raw -2861501.709607 + Penalty 4900.004415 = -2856601.705192
  nChanged 39
		SP:Iteration 26Q (175330.460000 sec): 3 clusters
  Score: Raw -2861516.830954 + Penalty 4900.004415 = -2856616.826538
  nChanged 26
		SP:Iteration 27Q (175330.770000 sec): 3 clusters
  Score: Raw -2861526.231250 + Penalty 4900.004415 = -2856626.226835
  nChanged 16
		SP:Iteration 28Q (175331.140000 sec): 3 clusters
  Score: Raw -2861531.490833 + Penalty 4900.004415 = -2856631.486418
  nChanged 10
		SP:Iteration 29Q (175331.510000 sec): 3 clusters
  Score: Raw -2861534.330711 + Penalty 4900.004415 = -2856634.326295
  nChanged 8
		SP:Iteration 30Q (175331.820000 sec): 3 clusters
  Score: Raw -2861536.699224 + Penalty 4900.004415 = -2856636.694809
  nChanged 2
		SP:Iteration 31Q (175332.160000 sec): 3 clusters
  Score: Raw -2861537.032399 + Penalty 4900.004415 = -2856637.027984
  nChanged 3
		SP:Iteration 32Q (175332.480000 sec): 3 clusters
  Score: Raw -2861537.651684 + Penalty 4900.004415 = -2856637.647268
  nChanged 3
		SP:Iteration 33Q (175332.780000 sec): 3 clusters
  Score: Raw -2861538.539261 + Penalty 4900.004415 = -2856638.534846
  nChanged 1
		SP:Iteration 34Q (175333.140000 sec): 3 clusters
  Score: Raw -2861539.125442 + Penalty 4900.004415 = -2856639.121027
  nChanged 1
		SP:Iteration 35Q (175333.520000 sec): 3 clusters
  Score: Raw -2861539.252393 + Penalty 4900.004415 = -2856639.247978
  nChanged 0
		SP:Iteration 36F (175333.940000 sec): 3 clusters
  Score: Raw -2861539.252393 + Penalty 4900.004415 = -2856639.247978
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (271981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175335.700000 sec): 2 clusters
  Score: Raw -43494783.156510 + Penalty 3103.344897 = -43491679.811612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175337.950000 sec): 3 clusters
  Score: Raw -43315202.556666 + Penalty 6206.689795 = -43308995.866871
  nChanged 131594
		SP:Iteration 1F (175340.150000 sec): 3 clusters
  Score: Raw -43393491.483045 + Penalty 6206.689795 = -43387284.793250
  nChanged 7151
		SP:Iteration 2Q (175342.530000 sec): 3 clusters
  Score: Raw -43395188.085036 + Penalty 6206.689795 = -43388981.395241
  nChanged 8415
		SP:Iteration 3Q (175344.760000 sec): 3 clusters
  Score: Raw -43397781.809919 + Penalty 6206.689795 = -43391575.120124
  nChanged 10709
		SP:Iteration 4Q (175347.250000 sec): 3 clusters
  Score: Raw -43402097.941970 + Penalty 6206.689795 = -43395891.252175
  nChanged 14625
		SP:Iteration 5F (175349.350000 sec): 3 clusters
  Score: Raw -43410133.093437 + Penalty 6206.689795 = -43403926.403642
  nChanged 20258
		SP:Iteration 6F (175351.550000 sec): 3 clusters
  Score: Raw -43424707.216800 + Penalty 6206.689795 = -43418500.527005
  nChanged 24755
		SP:Iteration 7F (175353.690000 sec): 3 clusters
  Score: Raw -43446558.261582 + Penalty 6206.689795 = -43440351.571787
  nChanged 24049
		SP:Iteration 8F (175355.610000 sec): 3 clusters
  Score: Raw -43470294.694131 + Penalty 6206.689795 = -43464088.004336
  nChanged 16022
		SP:Iteration 9F (175357.600000 sec): 3 clusters
  Score: Raw -43486163.560691 + Penalty 6206.689795 = -43479956.870896
  nChanged 6876
		SP:Iteration 10Q (175359.770000 sec): 3 clusters
  Score: Raw -43492637.482618 + Penalty 6206.689795 = -43486430.792823
  nChanged 1902
		SP:Iteration 11Q (175361.800000 sec): 3 clusters
  Score: Raw -43494381.432956 + Penalty 6206.689795 = -43488174.743161
  nChanged 454
		SP:Iteration 12Q (175363.700000 sec): 3 clusters
  Score: Raw -43494844.538123 + Penalty 6206.689795 = -43488637.848328
  nChanged 128
		SP:Iteration 13Q (175365.620000 sec): 3 clusters
  Score: Raw -43494993.010229 + Penalty 6206.689795 = -43488786.320434
  nChanged 59
		SP:Iteration 14Q (175367.500000 sec): 3 clusters
  Score: Raw -43495067.810946 + Penalty 6206.689795 = -43488861.121151
  nChanged 27
		SP:Iteration 15Q (175369.210000 sec): 3 clusters
  Score: Raw -43495100.030597 + Penalty 6206.689795 = -43488893.340802
  nChanged 15
		SP:Iteration 16Q (175370.760000 sec): 3 clusters
  Score: Raw -43495123.933862 + Penalty 6206.689795 = -43488917.244067
  nChanged 12
		SP:Iteration 17Q (175372.320000 sec): 3 clusters
  Score: Raw -43495139.404815 + Penalty 6206.689795 = -43488932.715020
  nChanged 6
		SP:Iteration 18Q (175374.170000 sec): 3 clusters
  Score: Raw -43495150.998952 + Penalty 6206.689795 = -43488944.309157
  nChanged 12
		SP:Iteration 19Q (175376.140000 sec): 3 clusters
  Score: Raw -43495169.275533 + Penalty 6206.689795 = -43488962.585738
  nChanged 6
		SP:Iteration 20F (175378.180000 sec): 3 clusters
  Score: Raw -43495174.806945 + Penalty 6206.689795 = -43488968.117150
  nChanged 4
		SP:Iteration 21Q (175380.310000 sec): 3 clusters
  Score: Raw -43495182.157996 + Penalty 6206.689795 = -43488975.468201
  nChanged 2
		SP:Iteration 22Q (175382.470000 sec): 3 clusters
  Score: Raw -43495184.764903 + Penalty 6206.689795 = -43488978.075108
  nChanged 2
		SP:Iteration 23Q (175384.630000 sec): 3 clusters
  Score: Raw -43495187.784868 + Penalty 6206.689795 = -43488981.095073
  nChanged 3
		SP:Iteration 24Q (175386.730000 sec): 3 clusters
  Score: Raw -43495190.514091 + Penalty 6206.689795 = -43488983.824296
  nChanged 0
		SP:Iteration 25F (175389.090000 sec): 3 clusters
  Score: Raw -43495190.514091 + Penalty 6206.689795 = -43488983.824296
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (8017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175389.250000 sec): 2 clusters
  Score: Raw -1276566.916600 + Penalty 2229.351252 = -1274337.565347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175389.510000 sec): 3 clusters
  Score: Raw -1272376.891038 + Penalty 4458.702505 = -1267918.188533
  nChanged 3221
		SP:Iteration 1F (175389.720000 sec): 3 clusters
  Score: Raw -1274157.342709 + Penalty 4458.702505 = -1269698.640204
  nChanged 573
		SP:Iteration 2F (175389.940000 sec): 3 clusters
  Score: Raw -1274445.911419 + Penalty 4458.702505 = -1269987.208914
  nChanged 407
		SP:Iteration 3F (175390.160000 sec): 3 clusters
  Score: Raw -1274626.646411 + Penalty 4458.702505 = -1270167.943907
  nChanged 318
		SP:Iteration 4Q (175390.370000 sec): 3 clusters
  Score: Raw -1274763.566493 + Penalty 4458.702505 = -1270304.863988
  nChanged 264
		SP:Iteration 5Q (175390.590000 sec): 3 clusters
  Score: Raw -1274878.363963 + Penalty 4458.702505 = -1270419.661458
  nChanged 261
		SP:Iteration 6Q (175390.810000 sec): 3 clusters
  Score: Raw -1275003.175242 + Penalty 4458.702505 = -1270544.472737
  nChanged 291
		SP:Iteration 7Q (175391.030000 sec): 3 clusters
  Score: Raw -1275157.577371 + Penalty 4458.702505 = -1270698.874866
  nChanged 304
		SP:Iteration 8Q (175391.250000 sec): 3 clusters
  Score: Raw -1275324.264637 + Penalty 4458.702505 = -1270865.562132
  nChanged 288
		SP:Iteration 9Q (175391.470000 sec): 3 clusters
  Score: Raw -1275489.823857 + Penalty 4458.702505 = -1271031.121352
  nChanged 258
		SP:Iteration 10Q (175391.690000 sec): 3 clusters
  Score: Raw -1275656.369490 + Penalty 4458.702505 = -1271197.666985
  nChanged 259
		SP:Iteration 11Q (175391.910000 sec): 3 clusters
  Score: Raw -1275820.631834 + Penalty 4458.702505 = -1271361.929329
  nChanged 213
		SP:Iteration 12Q (175392.120000 sec): 3 clusters
  Score: Raw -1275941.796986 + Penalty 4458.702505 = -1271483.094481
  nChanged 191
		SP:Iteration 13Q (175392.340000 sec): 3 clusters
  Score: Raw -1276048.744950 + Penalty 4458.702505 = -1271590.042445
  nChanged 157
		SP:Iteration 14Q (175392.550000 sec): 3 clusters
  Score: Raw -1276149.988373 + Penalty 4458.702505 = -1271691.285868
  nChanged 149
		SP:Iteration 15Q (175392.770000 sec): 3 clusters
  Score: Raw -1276245.715845 + Penalty 4458.702505 = -1271787.013340
  nChanged 123
		SP:Iteration 16Q (175392.990000 sec): 3 clusters
  Score: Raw -1276321.354668 + Penalty 4458.702505 = -1271862.652163
  nChanged 99
		SP:Iteration 17Q (175393.230000 sec): 3 clusters
  Score: Raw -1276387.834372 + Penalty 4458.702505 = -1271929.131867
  nChanged 87
		SP:Iteration 18Q (175393.540000 sec): 3 clusters
  Score: Raw -1276449.452684 + Penalty 4458.702505 = -1271990.750179
  nChanged 72
		SP:Iteration 19Q (175393.780000 sec): 3 clusters
  Score: Raw -1276504.108892 + Penalty 4458.702505 = -1272045.406387
  nChanged 65
		SP:Iteration 20F (175393.990000 sec): 3 clusters
  Score: Raw -1276549.915687 + Penalty 4458.702505 = -1272091.213182
  nChanged 55
		SP:Iteration 21Q (175394.220000 sec): 3 clusters
  Score: Raw -1276591.214212 + Penalty 4458.702505 = -1272132.511707
  nChanged 44
		SP:Iteration 22Q (175394.480000 sec): 3 clusters
  Score: Raw -1276628.490218 + Penalty 4458.702505 = -1272169.787714
  nChanged 42
		SP:Iteration 23Q (175394.660000 sec): 3 clusters
  Score: Raw -1276656.164075 + Penalty 4458.702505 = -1272197.461571
  nChanged 41
		SP:Iteration 24Q (175394.950000 sec): 3 clusters
  Score: Raw -1276688.301816 + Penalty 4458.702505 = -1272229.599311
  nChanged 41
		SP:Iteration 25Q (175395.140000 sec): 3 clusters
  Score: Raw -1276718.836364 + Penalty 4458.702505 = -1272260.133860
  nChanged 29
		SP:Iteration 26Q (175395.390000 sec): 3 clusters
  Score: Raw -1276736.475654 + Penalty 4458.702505 = -1272277.773150
  nChanged 13
		SP:Iteration 27Q (175395.630000 sec): 3 clusters
  Score: Raw -1276746.690711 + Penalty 4458.702505 = -1272287.988206
  nChanged 11
		SP:Iteration 28Q (175395.870000 sec): 3 clusters
  Score: Raw -1276754.642682 + Penalty 4458.702505 = -1272295.940178
  nChanged 9
		SP:Iteration 29Q (175396.000000 sec): 3 clusters
  Score: Raw -1276762.943256 + Penalty 4458.702505 = -1272304.240751
  nChanged 11
		SP:Iteration 30Q (175396.230000 sec): 3 clusters
  Score: Raw -1276773.705777 + Penalty 4458.702505 = -1272315.003273
  nChanged 15
		SP:Iteration 31Q (175396.450000 sec): 3 clusters
  Score: Raw -1276784.144675 + Penalty 4458.702505 = -1272325.442170
  nChanged 13
		SP:Iteration 32Q (175396.630000 sec): 3 clusters
  Score: Raw -1276795.219689 + Penalty 4458.702505 = -1272336.517184
  nChanged 18
		SP:Iteration 33Q (175396.880000 sec): 3 clusters
  Score: Raw -1276807.077278 + Penalty 4458.702505 = -1272348.374773
  nChanged 7
		SP:Iteration 34Q (175397.130000 sec): 3 clusters
  Score: Raw -1276812.139498 + Penalty 4458.702505 = -1272353.436993
  nChanged 7
		SP:Iteration 35Q (175397.370000 sec): 3 clusters
  Score: Raw -1276816.345180 + Penalty 4458.702505 = -1272357.642675
  nChanged 11
		SP:Iteration 36Q (175397.630000 sec): 3 clusters
  Score: Raw -1276824.932687 + Penalty 4458.702505 = -1272366.230182
  nChanged 7
		SP:Iteration 37Q (175397.820000 sec): 3 clusters
  Score: Raw -1276830.861197 + Penalty 4458.702505 = -1272372.158692
  nChanged 5
		SP:Iteration 38Q (175398.070000 sec): 3 clusters
  Score: Raw -1276833.411750 + Penalty 4458.702505 = -1272374.709245
  nChanged 3
		SP:Iteration 39Q (175398.300000 sec): 3 clusters
  Score: Raw -1276835.794696 + Penalty 4458.702505 = -1272377.092191
  nChanged 2
		SP:Iteration 40F (175398.550000 sec): 3 clusters
  Score: Raw -1276837.370300 + Penalty 4458.702505 = -1272378.667795
  nChanged 2
		SP:Iteration 41Q (175398.740000 sec): 3 clusters
  Score: Raw -1276838.900312 + Penalty 4458.702505 = -1272380.197807
  nChanged 1
		SP:Iteration 42Q (175398.950000 sec): 3 clusters
  Score: Raw -1276839.473314 + Penalty 4458.702505 = -1272380.770810
  nChanged 1
		SP:Iteration 43Q (175399.150000 sec): 3 clusters
  Score: Raw -1276839.738189 + Penalty 4458.702505 = -1272381.035685
  nChanged 0
		SP:Iteration 44F (175399.360000 sec): 3 clusters
  Score: Raw -1276839.738189 + Penalty 4458.702505 = -1272381.035685
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (90676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175400.190000 sec): 2 clusters
  Score: Raw -14626902.628796 + Penalty 2830.931902 = -14624071.696893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175401.070000 sec): 3 clusters
  Score: Raw -14569154.347913 + Penalty 5661.863804 = -14563492.484108
  nChanged 42637
		SP:Iteration 1F (175401.870000 sec): 3 clusters
  Score: Raw -14594550.442586 + Penalty 5661.863804 = -14588888.578781
  nChanged 4968
		SP:Iteration 2F (175402.780000 sec): 3 clusters
  Score: Raw -14596891.291205 + Penalty 5661.863804 = -14591229.427400
  nChanged 5934
		SP:Iteration 3F (175403.690000 sec): 3 clusters
  Score: Raw -14600292.506799 + Penalty 5661.863804 = -14594630.642995
  nChanged 6641
		SP:Iteration 4F (175404.550000 sec): 3 clusters
  Score: Raw -14604650.431367 + Penalty 5661.863804 = -14598988.567562
  nChanged 6707
		SP:Iteration 5F (175405.360000 sec): 3 clusters
  Score: Raw -14609038.265802 + Penalty 5661.863804 = -14603376.401998
  nChanged 5779
		SP:Iteration 6F (175406.250000 sec): 3 clusters
  Score: Raw -14612583.069017 + Penalty 5661.863804 = -14606921.205212
  nChanged 4567
		SP:Iteration 7F (175407.140000 sec): 3 clusters
  Score: Raw -14615264.754614 + Penalty 5661.863804 = -14609602.890810
  nChanged 3755
		SP:Iteration 8Q (175408.020000 sec): 3 clusters
  Score: Raw -14617567.524670 + Penalty 5661.863804 = -14611905.660866
  nChanged 3296
		SP:Iteration 9Q (175408.920000 sec): 3 clusters
  Score: Raw -14619725.340033 + Penalty 5661.863804 = -14614063.476229
  nChanged 2953
		SP:Iteration 10Q (175409.900000 sec): 3 clusters
  Score: Raw -14621821.523471 + Penalty 5661.863804 = -14616159.659666
  nChanged 2479
		SP:Iteration 11Q (175410.810000 sec): 3 clusters
  Score: Raw -14623697.132406 + Penalty 5661.863804 = -14618035.268602
  nChanged 1879
		SP:Iteration 12Q (175411.690000 sec): 3 clusters
  Score: Raw -14625132.608027 + Penalty 5661.863804 = -14619470.744223
  nChanged 1209
		SP:Iteration 13Q (175412.510000 sec): 3 clusters
  Score: Raw -14626082.894895 + Penalty 5661.863804 = -14620421.031091
  nChanged 686
		SP:Iteration 14Q (175413.290000 sec): 3 clusters
  Score: Raw -14626594.294425 + Penalty 5661.863804 = -14620932.430621
  nChanged 344
		SP:Iteration 15Q (175414.090000 sec): 3 clusters
  Score: Raw -14626850.130040 + Penalty 5661.863804 = -14621188.266235
  nChanged 217
		SP:Iteration 16Q (175414.890000 sec): 3 clusters
  Score: Raw -14627021.168636 + Penalty 5661.863804 = -14621359.304832
  nChanged 132
		SP:Iteration 17Q (175415.590000 sec): 3 clusters
  Score: Raw -14627125.960588 + Penalty 5661.863804 = -14621464.096784
  nChanged 87
		SP:Iteration 18Q (175416.350000 sec): 3 clusters
  Score: Raw -14627189.862196 + Penalty 5661.863804 = -14621527.998392
  nChanged 40
		SP:Iteration 19Q (175417.100000 sec): 3 clusters
  Score: Raw -14627219.676280 + Penalty 5661.863804 = -14621557.812475
  nChanged 26
		SP:Iteration 20F (175417.970000 sec): 3 clusters
  Score: Raw -14627237.760449 + Penalty 5661.863804 = -14621575.896645
  nChanged 23
		SP:Iteration 21Q (175418.730000 sec): 3 clusters
  Score: Raw -14627252.797935 + Penalty 5661.863804 = -14621590.934131
  nChanged 15
		SP:Iteration 22Q (175419.460000 sec): 3 clusters
  Score: Raw -14627261.597022 + Penalty 5661.863804 = -14621599.733218
  nChanged 10
		SP:Iteration 23Q (175420.230000 sec): 3 clusters
  Score: Raw -14627269.487456 + Penalty 5661.863804 = -14621607.623651
  nChanged 12
		SP:Iteration 24Q (175420.920000 sec): 3 clusters
  Score: Raw -14627279.809861 + Penalty 5661.863804 = -14621617.946057
  nChanged 12
		SP:Iteration 25Q (175421.700000 sec): 3 clusters
  Score: Raw -14627289.776257 + Penalty 5661.863804 = -14621627.912452
  nChanged 10
		SP:Iteration 26Q (175422.370000 sec): 3 clusters
  Score: Raw -14627300.060533 + Penalty 5661.863804 = -14621638.196729
  nChanged 13
		SP:Iteration 27Q (175423.110000 sec): 3 clusters
  Score: Raw -14627311.065829 + Penalty 5661.863804 = -14621649.202025
  nChanged 10
		SP:Iteration 28Q (175423.850000 sec): 3 clusters
  Score: Raw -14627318.595738 + Penalty 5661.863804 = -14621656.731933
  nChanged 8
		SP:Iteration 29Q (175424.620000 sec): 3 clusters
  Score: Raw -14627326.003172 + Penalty 5661.863804 = -14621664.139368
  nChanged 10
		SP:Iteration 30Q (175425.340000 sec): 3 clusters
  Score: Raw -14627333.326465 + Penalty 5661.863804 = -14621671.462661
  nChanged 1
		SP:Iteration 31Q (175426.030000 sec): 3 clusters
  Score: Raw -14627334.916427 + Penalty 5661.863804 = -14621673.052623
  nChanged 2
		SP:Iteration 32Q (175426.710000 sec): 3 clusters
  Score: Raw -14627336.077709 + Penalty 5661.863804 = -14621674.213905
  nChanged 1
		SP:Iteration 33Q (175427.450000 sec): 3 clusters
  Score: Raw -14627336.910535 + Penalty 5661.863804 = -14621675.046731
  nChanged 2
		SP:Iteration 34Q (175428.210000 sec): 3 clusters
  Score: Raw -14627339.066681 + Penalty 5661.863804 = -14621677.202877
  nChanged 3
		SP:Iteration 35Q (175428.970000 sec): 3 clusters
  Score: Raw -14627341.683350 + Penalty 5661.863804 = -14621679.819546
  nChanged 4
		SP:Iteration 36Q (175429.770000 sec): 3 clusters
  Score: Raw -14627344.908458 + Penalty 5661.863804 = -14621683.044654
  nChanged 3
		SP:Iteration 37Q (175430.520000 sec): 3 clusters
  Score: Raw -14627346.133301 + Penalty 5661.863804 = -14621684.269496
  nChanged 2
		SP:Iteration 38Q (175431.360000 sec): 3 clusters
  Score: Raw -14627347.593669 + Penalty 5661.863804 = -14621685.729864
  nChanged 5
		SP:Iteration 39Q (175432.040000 sec): 3 clusters
  Score: Raw -14627350.081536 + Penalty 5661.863804 = -14621688.217732
  nChanged 1
		SP:Iteration 40F (175432.840000 sec): 3 clusters
  Score: Raw -14627351.019668 + Penalty 5661.863804 = -14621689.155864
  nChanged 1
		SP:Iteration 41Q (175433.600000 sec): 3 clusters
  Score: Raw -14627351.361826 + Penalty 5661.863804 = -14621689.498022
  nChanged 1
		SP:Iteration 42Q (175434.360000 sec): 3 clusters
  Score: Raw -14627351.896768 + Penalty 5661.863804 = -14621690.032964
  nChanged 0
		SP:Iteration 43F (175435.240000 sec): 3 clusters
  Score: Raw -14627351.896768 + Penalty 5661.863804 = -14621690.032964
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (5108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175435.400000 sec): 2 clusters
  Score: Raw -771609.949896 + Penalty 2117.563678 = -769492.386218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175435.630000 sec): 3 clusters
  Score: Raw -769201.733410 + Penalty 4235.127356 = -764966.606054
  nChanged 1992
		SP:Iteration 1F (175435.880000 sec): 3 clusters
  Score: Raw -770448.733727 + Penalty 4235.127356 = -766213.606371
  nChanged 457
		SP:Iteration 2F (175436.070000 sec): 3 clusters
  Score: Raw -770786.113167 + Penalty 4235.127356 = -766550.985812
  nChanged 357
		SP:Iteration 3F (175436.330000 sec): 3 clusters
  Score: Raw -771071.042542 + Penalty 4235.127356 = -766835.915186
  nChanged 308
		SP:Iteration 4F (175436.570000 sec): 3 clusters
  Score: Raw -771312.296790 + Penalty 4235.127356 = -767077.169434
  nChanged 252
		SP:Iteration 5Q (175436.770000 sec): 3 clusters
  Score: Raw -771522.978169 + Penalty 4235.127356 = -767287.850814
  nChanged 214
		SP:Iteration 6Q (175436.970000 sec): 3 clusters
  Score: Raw -771687.410142 + Penalty 4235.127356 = -767452.282786
  nChanged 173
		SP:Iteration 7Q (175437.170000 sec): 3 clusters
  Score: Raw -771809.208015 + Penalty 4235.127356 = -767574.080659
  nChanged 134
		SP:Iteration 8Q (175437.350000 sec): 3 clusters
  Score: Raw -771906.275372 + Penalty 4235.127356 = -767671.148017
  nChanged 116
		SP:Iteration 9Q (175437.590000 sec): 3 clusters
  Score: Raw -771991.036559 + Penalty 4235.127356 = -767755.909203
  nChanged 87
		SP:Iteration 10Q (175437.800000 sec): 3 clusters
  Score: Raw -772047.019546 + Penalty 4235.127356 = -767811.892190
  nChanged 63
		SP:Iteration 11Q (175438.060000 sec): 3 clusters
  Score: Raw -772089.081617 + Penalty 4235.127356 = -767853.954262
  nChanged 51
		SP:Iteration 12Q (175438.320000 sec): 3 clusters
  Score: Raw -772121.732263 + Penalty 4235.127356 = -767886.604908
  nChanged 62
		SP:Iteration 13Q (175438.540000 sec): 3 clusters
  Score: Raw -772166.877810 + Penalty 4235.127356 = -767931.750454
  nChanged 43
		SP:Iteration 14Q (175438.850000 sec): 3 clusters
  Score: Raw -772198.696716 + Penalty 4235.127356 = -767963.569360
  nChanged 39
		SP:Iteration 15Q (175439.070000 sec): 3 clusters
  Score: Raw -772229.274332 + Penalty 4235.127356 = -767994.146977
  nChanged 30
		SP:Iteration 16Q (175439.290000 sec): 3 clusters
  Score: Raw -772249.082609 + Penalty 4235.127356 = -768013.955254
  nChanged 28
		SP:Iteration 17Q (175439.460000 sec): 3 clusters
  Score: Raw -772266.628413 + Penalty 4235.127356 = -768031.501057
  nChanged 22
		SP:Iteration 18Q (175439.720000 sec): 3 clusters
  Score: Raw -772282.350814 + Penalty 4235.127356 = -768047.223458
  nChanged 16
		SP:Iteration 19Q (175440.020000 sec): 3 clusters
  Score: Raw -772293.038613 + Penalty 4235.127356 = -768057.911258
  nChanged 12
		SP:Iteration 20F (175440.230000 sec): 3 clusters
  Score: Raw -772301.875981 + Penalty 4235.127356 = -768066.748625
  nChanged 10
		SP:Iteration 21Q (175440.480000 sec): 3 clusters
  Score: Raw -772310.025869 + Penalty 4235.127356 = -768074.898513
  nChanged 12
		SP:Iteration 22Q (175440.680000 sec): 3 clusters
  Score: Raw -772318.518119 + Penalty 4235.127356 = -768083.390763
  nChanged 4
		SP:Iteration 23Q (175440.900000 sec): 3 clusters
  Score: Raw -772321.371380 + Penalty 4235.127356 = -768086.244024
  nChanged 3
		SP:Iteration 24Q (175441.120000 sec): 3 clusters
  Score: Raw -772323.500903 + Penalty 4235.127356 = -768088.373548
  nChanged 1
		SP:Iteration 25Q (175441.350000 sec): 3 clusters
  Score: Raw -772324.159113 + Penalty 4235.127356 = -768089.031757
  nChanged 1
		SP:Iteration 26Q (175441.570000 sec): 3 clusters
  Score: Raw -772324.540057 + Penalty 4235.127356 = -768089.412702
  nChanged 1
		SP:Iteration 27Q (175441.720000 sec): 3 clusters
  Score: Raw -772325.780174 + Penalty 4235.127356 = -768090.652818
  nChanged 2
		SP:Iteration 28Q (175441.930000 sec): 3 clusters
  Score: Raw -772327.125660 + Penalty 4235.127356 = -768091.998305
  nChanged 2
		SP:Iteration 29Q (175442.120000 sec): 3 clusters
  Score: Raw -772328.361213 + Penalty 4235.127356 = -768093.233857
  nChanged 3
		SP:Iteration 30Q (175442.310000 sec): 3 clusters
  Score: Raw -772329.855472 + Penalty 4235.127356 = -768094.728117
  nChanged 0
		SP:Iteration 31F (175442.500000 sec): 3 clusters
  Score: Raw -772329.855472 + Penalty 4235.127356 = -768094.728117
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (5988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175442.650000 sec): 2 clusters
  Score: Raw -936686.428540 + Penalty 2156.983161 = -934529.445379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175442.900000 sec): 3 clusters
  Score: Raw -933704.530185 + Penalty 4313.966322 = -929390.563863
  nChanged 2371
		SP:Iteration 1F (175443.160000 sec): 3 clusters
  Score: Raw -935135.748765 + Penalty 4313.966322 = -930821.782443
  nChanged 464
		SP:Iteration 2F (175443.380000 sec): 3 clusters
  Score: Raw -935444.462861 + Penalty 4313.966322 = -931130.496539
  nChanged 344
		SP:Iteration 3F (175443.630000 sec): 3 clusters
  Score: Raw -935688.252107 + Penalty 4313.966322 = -931374.285785
  nChanged 309
		SP:Iteration 4F (175443.890000 sec): 3 clusters
  Score: Raw -935898.504178 + Penalty 4313.966322 = -931584.537856
  nChanged 281
		SP:Iteration 5Q (175444.160000 sec): 3 clusters
  Score: Raw -936075.720942 + Penalty 4313.966322 = -931761.754620
  nChanged 241
		SP:Iteration 6Q (175444.420000 sec): 3 clusters
  Score: Raw -936223.878694 + Penalty 4313.966322 = -931909.912373
  nChanged 188
		SP:Iteration 7Q (175444.630000 sec): 3 clusters
  Score: Raw -936329.627067 + Penalty 4313.966322 = -932015.660745
  nChanged 154
		SP:Iteration 8Q (175444.910000 sec): 3 clusters
  Score: Raw -936413.453058 + Penalty 4313.966322 = -932099.486737
  nChanged 130
		SP:Iteration 9Q (175445.120000 sec): 3 clusters
  Score: Raw -936485.182358 + Penalty 4313.966322 = -932171.216036
  nChanged 127
		SP:Iteration 10Q (175445.300000 sec): 3 clusters
  Score: Raw -936560.184904 + Penalty 4313.966322 = -932246.218583
  nChanged 127
		SP:Iteration 11Q (175445.560000 sec): 3 clusters
  Score: Raw -936630.391537 + Penalty 4313.966322 = -932316.425215
  nChanged 123
		SP:Iteration 12Q (175445.750000 sec): 3 clusters
  Score: Raw -936695.700466 + Penalty 4313.966322 = -932381.734144
  nChanged 115
		SP:Iteration 13Q (175445.980000 sec): 3 clusters
  Score: Raw -936762.880080 + Penalty 4313.966322 = -932448.913758
  nChanged 110
		SP:Iteration 14Q (175446.170000 sec): 3 clusters
  Score: Raw -936831.591384 + Penalty 4313.966322 = -932517.625062
  nChanged 133
		SP:Iteration 15Q (175446.380000 sec): 3 clusters
  Score: Raw -936905.475526 + Penalty 4313.966322 = -932591.509204
  nChanged 127
		SP:Iteration 16Q (175446.610000 sec): 3 clusters
  Score: Raw -936984.906514 + Penalty 4313.966322 = -932670.940192
  nChanged 127
		SP:Iteration 17Q (175446.910000 sec): 3 clusters
  Score: Raw -937066.125726 + Penalty 4313.966322 = -932752.159404
  nChanged 115
		SP:Iteration 18Q (175447.110000 sec): 3 clusters
  Score: Raw -937145.039689 + Penalty 4313.966322 = -932831.073367
  nChanged 109
		SP:Iteration 19Q (175447.260000 sec): 3 clusters
  Score: Raw -937216.716269 + Penalty 4313.966322 = -932902.749947
  nChanged 95
		SP:Iteration 20F (175447.460000 sec): 3 clusters
  Score: Raw -937278.227309 + Penalty 4313.966322 = -932964.260987
  nChanged 86
		SP:Iteration 21Q (175447.670000 sec): 3 clusters
  Score: Raw -937331.347712 + Penalty 4313.966322 = -933017.381390
  nChanged 74
		SP:Iteration 22Q (175447.850000 sec): 3 clusters
  Score: Raw -937381.917017 + Penalty 4313.966322 = -933067.950695
  nChanged 71
		SP:Iteration 23Q (175448.080000 sec): 3 clusters
  Score: Raw -937427.294141 + Penalty 4313.966322 = -933113.327819
  nChanged 73
		SP:Iteration 24Q (175448.220000 sec): 3 clusters
  Score: Raw -937475.802177 + Penalty 4313.966322 = -933161.835856
  nChanged 56
		SP:Iteration 25Q (175448.450000 sec): 3 clusters
  Score: Raw -937511.883428 + Penalty 4313.966322 = -933197.917106
  nChanged 43
		SP:Iteration 26Q (175448.600000 sec): 3 clusters
  Score: Raw -937532.525999 + Penalty 4313.966322 = -933218.559677
  nChanged 33
		SP:Iteration 27Q (175448.770000 sec): 3 clusters
  Score: Raw -937547.824884 + Penalty 4313.966322 = -933233.858562
  nChanged 34
		SP:Iteration 28Q (175449.000000 sec): 3 clusters
  Score: Raw -937564.592285 + Penalty 4313.966322 = -933250.625963
  nChanged 27
		SP:Iteration 29Q (175449.180000 sec): 3 clusters
  Score: Raw -937576.851738 + Penalty 4313.966322 = -933262.885416
  nChanged 20
		SP:Iteration 30Q (175449.310000 sec): 3 clusters
  Score: Raw -937585.848951 + Penalty 4313.966322 = -933271.882629
  nChanged 21
		SP:Iteration 31Q (175449.490000 sec): 3 clusters
  Score: Raw -937592.477868 + Penalty 4313.966322 = -933278.511546
  nChanged 11
		SP:Iteration 32Q (175449.700000 sec): 3 clusters
  Score: Raw -937595.093323 + Penalty 4313.966322 = -933281.127001
  nChanged 7
		SP:Iteration 33Q (175449.870000 sec): 3 clusters
  Score: Raw -937597.014373 + Penalty 4313.966322 = -933283.048052
  nChanged 5
		SP:Iteration 34Q (175450.050000 sec): 3 clusters
  Score: Raw -937598.230995 + Penalty 4313.966322 = -933284.264673
  nChanged 0
		SP:Iteration 35F (175450.290000 sec): 3 clusters
  Score: Raw -937598.230995 + Penalty 4313.966322 = -933284.264673
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (18747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175450.510000 sec): 2 clusters
  Score: Raw -3086610.339158 + Penalty 2440.019677 = -3084170.319481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175450.740000 sec): 3 clusters
  Score: Raw -3075706.077883 + Penalty 4880.039353 = -3070826.038530
  nChanged 8201
		SP:Iteration 1F (175451.090000 sec): 3 clusters
  Score: Raw -3080155.716005 + Penalty 4880.039353 = -3075275.676652
  nChanged 1047
		SP:Iteration 2F (175451.360000 sec): 3 clusters
  Score: Raw -3080540.432290 + Penalty 4880.039353 = -3075660.392936
  nChanged 852
		SP:Iteration 3Q (175451.710000 sec): 3 clusters
  Score: Raw -3080819.051883 + Penalty 4880.039353 = -3075939.012530
  nChanged 705
		SP:Iteration 4Q (175451.980000 sec): 3 clusters
  Score: Raw -3081017.406151 + Penalty 4880.039353 = -3076137.366798
  nChanged 524
		SP:Iteration 5Q (175452.250000 sec): 3 clusters
  Score: Raw -3081152.320569 + Penalty 4880.039353 = -3076272.281216
  nChanged 459
		SP:Iteration 6Q (175452.620000 sec): 3 clusters
  Score: Raw -3081262.671959 + Penalty 4880.039353 = -3076382.632605
  nChanged 399
		SP:Iteration 7Q (175452.890000 sec): 3 clusters
  Score: Raw -3081358.875897 + Penalty 4880.039353 = -3076478.836543
  nChanged 374
		SP:Iteration 8Q (175453.230000 sec): 3 clusters
  Score: Raw -3081457.110175 + Penalty 4880.039353 = -3076577.070822
  nChanged 412
		SP:Iteration 9Q (175453.600000 sec): 3 clusters
  Score: Raw -3081563.792101 + Penalty 4880.039353 = -3076683.752748
  nChanged 376
		SP:Iteration 10Q (175453.950000 sec): 3 clusters
  Score: Raw -3081664.618394 + Penalty 4880.039353 = -3076784.579041
  nChanged 435
		SP:Iteration 11Q (175454.300000 sec): 3 clusters
  Score: Raw -3081793.022806 + Penalty 4880.039353 = -3076912.983452
  nChanged 494
		SP:Iteration 12Q (175454.620000 sec): 3 clusters
  Score: Raw -3081951.591019 + Penalty 4880.039353 = -3077071.551666
  nChanged 568
		SP:Iteration 13Q (175454.920000 sec): 3 clusters
  Score: Raw -3082161.944352 + Penalty 4880.039353 = -3077281.904999
  nChanged 668
		SP:Iteration 14Q (175455.250000 sec): 3 clusters
  Score: Raw -3082449.001123 + Penalty 4880.039353 = -3077568.961769
  nChanged 743
		SP:Iteration 15Q (175455.530000 sec): 3 clusters
  Score: Raw -3082814.645155 + Penalty 4880.039353 = -3077934.605802
  nChanged 849
		SP:Iteration 16Q (175455.910000 sec): 3 clusters
  Score: Raw -3083328.272236 + Penalty 4880.039353 = -3078448.232883
  nChanged 921
		SP:Iteration 17Q (175456.200000 sec): 3 clusters
  Score: Raw -3083965.518496 + Penalty 4880.039353 = -3079085.479142
  nChanged 988
		SP:Iteration 18F (175456.540000 sec): 3 clusters
  Score: Raw -3084755.502904 + Penalty 4880.039353 = -3079875.463551
  nChanged 859
		SP:Iteration 19Q (175456.860000 sec): 3 clusters
  Score: Raw -3085495.118584 + Penalty 4880.039353 = -3080615.079231
  nChanged 615
		SP:Iteration 20F (175457.140000 sec): 3 clusters
  Score: Raw -3086054.585055 + Penalty 4880.039353 = -3081174.545702
  nChanged 388
		SP:Iteration 21Q (175457.460000 sec): 3 clusters
  Score: Raw -3086427.230625 + Penalty 4880.039353 = -3081547.191271
  nChanged 223
		SP:Iteration 22Q (175457.780000 sec): 3 clusters
  Score: Raw -3086645.117920 + Penalty 4880.039353 = -3081765.078566
  nChanged 106
		SP:Iteration 23Q (175458.090000 sec): 3 clusters
  Score: Raw -3086748.353110 + Penalty 4880.039353 = -3081868.313757
  nChanged 55
		SP:Iteration 24Q (175458.370000 sec): 3 clusters
  Score: Raw -3086799.315750 + Penalty 4880.039353 = -3081919.276397
  nChanged 32
		SP:Iteration 25Q (175458.660000 sec): 3 clusters
  Score: Raw -3086829.478217 + Penalty 4880.039353 = -3081949.438864
  nChanged 21
		SP:Iteration 26Q (175459.000000 sec): 3 clusters
  Score: Raw -3086848.987720 + Penalty 4880.039353 = -3081968.948366
  nChanged 15
		SP:Iteration 27Q (175459.300000 sec): 3 clusters
  Score: Raw -3086863.701079 + Penalty 4880.039353 = -3081983.661726
  nChanged 12
		SP:Iteration 28Q (175459.510000 sec): 3 clusters
  Score: Raw -3086876.422101 + Penalty 4880.039353 = -3081996.382747
  nChanged 12
		SP:Iteration 29Q (175459.790000 sec): 3 clusters
  Score: Raw -3086889.848233 + Penalty 4880.039353 = -3082009.808880
  nChanged 13
		SP:Iteration 30Q (175460.120000 sec): 3 clusters
  Score: Raw -3086901.887086 + Penalty 4880.039353 = -3082021.847733
  nChanged 9
		SP:Iteration 31Q (175460.380000 sec): 3 clusters
  Score: Raw -3086913.567526 + Penalty 4880.039353 = -3082033.528173
  nChanged 8
		SP:Iteration 32Q (175460.680000 sec): 3 clusters
  Score: Raw -3086924.207770 + Penalty 4880.039353 = -3082044.168416
  nChanged 8
		SP:Iteration 33Q (175460.970000 sec): 3 clusters
  Score: Raw -3086934.190747 + Penalty 4880.039353 = -3082054.151394
  nChanged 5
		SP:Iteration 34Q (175461.300000 sec): 3 clusters
  Score: Raw -3086941.839592 + Penalty 4880.039353 = -3082061.800239
  nChanged 7
		SP:Iteration 35Q (175461.610000 sec): 3 clusters
  Score: Raw -3086949.360582 + Penalty 4880.039353 = -3082069.321229
  nChanged 3
		SP:Iteration 36Q (175461.860000 sec): 3 clusters
  Score: Raw -3086952.535074 + Penalty 4880.039353 = -3082072.495721
  nChanged 1
		SP:Iteration 37Q (175462.120000 sec): 3 clusters
  Score: Raw -3086953.100461 + Penalty 4880.039353 = -3082073.061108
  nChanged 2
		SP:Iteration 38Q (175462.380000 sec): 3 clusters
  Score: Raw -3086954.586542 + Penalty 4880.039353 = -3082074.547189
  nChanged 1
		SP:Iteration 39Q (175462.650000 sec): 3 clusters
  Score: Raw -3086955.282320 + Penalty 4880.039353 = -3082075.242967
  nChanged 0
		SP:Iteration 40F (175462.940000 sec): 3 clusters
  Score: Raw -3086955.282320 + Penalty 4880.039353 = -3082075.242967
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (18351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175463.190000 sec): 2 clusters
  Score: Raw -2944285.793952 + Penalty 2434.724958 = -2941851.068993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175463.480000 sec): 3 clusters
  Score: Raw -2933725.424008 + Penalty 4869.449917 = -2928855.974091
  nChanged 8035
		SP:Iteration 1F (175463.720000 sec): 3 clusters
  Score: Raw -2938020.258073 + Penalty 4869.449917 = -2933150.808156
  nChanged 1057
		SP:Iteration 2F (175464.020000 sec): 3 clusters
  Score: Raw -2938426.056913 + Penalty 4869.449917 = -2933556.606997
  nChanged 876
		SP:Iteration 3Q (175464.340000 sec): 3 clusters
  Score: Raw -2938774.294209 + Penalty 4869.449917 = -2933904.844292
  nChanged 816
		SP:Iteration 4Q (175464.580000 sec): 3 clusters
  Score: Raw -2939164.705409 + Penalty 4869.449917 = -2934295.255493
  nChanged 873
		SP:Iteration 5Q (175464.880000 sec): 3 clusters
  Score: Raw -2939586.959584 + Penalty 4869.449917 = -2934717.509667
  nChanged 818
		SP:Iteration 6Q (175465.200000 sec): 3 clusters
  Score: Raw -2940001.999469 + Penalty 4869.449917 = -2935132.549553
  nChanged 847
		SP:Iteration 7Q (175465.610000 sec): 3 clusters
  Score: Raw -2940500.829906 + Penalty 4869.449917 = -2935631.379990
  nChanged 836
		SP:Iteration 8Q (175465.920000 sec): 3 clusters
  Score: Raw -2940988.818434 + Penalty 4869.449917 = -2936119.368517
  nChanged 751
		SP:Iteration 9Q (175466.380000 sec): 3 clusters
  Score: Raw -2941421.050937 + Penalty 4869.449917 = -2936551.601021
  nChanged 694
		SP:Iteration 10Q (175466.740000 sec): 3 clusters
  Score: Raw -2941882.440960 + Penalty 4869.449917 = -2937012.991043
  nChanged 612
		SP:Iteration 11Q (175467.050000 sec): 3 clusters
  Score: Raw -2942270.828957 + Penalty 4869.449917 = -2937401.379040
  nChanged 543
		SP:Iteration 12Q (175467.460000 sec): 3 clusters
  Score: Raw -2942617.117571 + Penalty 4869.449917 = -2937747.667654
  nChanged 510
		SP:Iteration 13Q (175467.860000 sec): 3 clusters
  Score: Raw -2942951.106504 + Penalty 4869.449917 = -2938081.656588
  nChanged 433
		SP:Iteration 14Q (175468.170000 sec): 3 clusters
  Score: Raw -2943227.796225 + Penalty 4869.449917 = -2938358.346308
  nChanged 385
		SP:Iteration 15Q (175468.540000 sec): 3 clusters
  Score: Raw -2943452.685028 + Penalty 4869.449917 = -2938583.235112
  nChanged 329
		SP:Iteration 16Q (175468.950000 sec): 3 clusters
  Score: Raw -2943623.814928 + Penalty 4869.449917 = -2938754.365011
  nChanged 249
		SP:Iteration 17Q (175469.230000 sec): 3 clusters
  Score: Raw -2943742.695866 + Penalty 4869.449917 = -2938873.245949
  nChanged 218
		SP:Iteration 18Q (175469.580000 sec): 3 clusters
  Score: Raw -2943852.504308 + Penalty 4869.449917 = -2938983.054392
  nChanged 192
		SP:Iteration 19Q (175469.920000 sec): 3 clusters
  Score: Raw -2943945.360921 + Penalty 4869.449917 = -2939075.911004
  nChanged 168
		SP:Iteration 20F (175470.240000 sec): 3 clusters
  Score: Raw -2944026.976658 + Penalty 4869.449917 = -2939157.526741
  nChanged 137
		SP:Iteration 21Q (175470.570000 sec): 3 clusters
  Score: Raw -2944091.129137 + Penalty 4869.449917 = -2939221.679220
  nChanged 125
		SP:Iteration 22Q (175470.860000 sec): 3 clusters
  Score: Raw -2944153.677382 + Penalty 4869.449917 = -2939284.227466
  nChanged 100
		SP:Iteration 23Q (175471.140000 sec): 3 clusters
  Score: Raw -2944195.648862 + Penalty 4869.449917 = -2939326.198946
  nChanged 79
		SP:Iteration 24Q (175471.370000 sec): 3 clusters
  Score: Raw -2944229.324197 + Penalty 4869.449917 = -2939359.874280
  nChanged 78
		SP:Iteration 25Q (175471.650000 sec): 3 clusters
  Score: Raw -2944258.395779 + Penalty 4869.449917 = -2939388.945863
  nChanged 63
		SP:Iteration 26Q (175471.950000 sec): 3 clusters
  Score: Raw -2944287.596718 + Penalty 4869.449917 = -2939418.146801
  nChanged 58
		SP:Iteration 27Q (175472.210000 sec): 3 clusters
  Score: Raw -2944310.314066 + Penalty 4869.449917 = -2939440.864149
  nChanged 56
		SP:Iteration 28Q (175472.450000 sec): 3 clusters
  Score: Raw -2944336.181574 + Penalty 4869.449917 = -2939466.731658
  nChanged 54
		SP:Iteration 29Q (175472.760000 sec): 3 clusters
  Score: Raw -2944361.434354 + Penalty 4869.449917 = -2939491.984438
  nChanged 55
		SP:Iteration 30Q (175473.040000 sec): 3 clusters
  Score: Raw -2944384.838763 + Penalty 4869.449917 = -2939515.388846
  nChanged 52
		SP:Iteration 31Q (175473.320000 sec): 3 clusters
  Score: Raw -2944406.083272 + Penalty 4869.449917 = -2939536.633356
  nChanged 43
		SP:Iteration 32Q (175473.570000 sec): 3 clusters
  Score: Raw -2944425.040710 + Penalty 4869.449917 = -2939555.590794
  nChanged 44
		SP:Iteration 33Q (175473.830000 sec): 3 clusters
  Score: Raw -2944442.834295 + Penalty 4869.449917 = -2939573.384379
  nChanged 38
		SP:Iteration 34Q (175474.100000 sec): 3 clusters
  Score: Raw -2944459.026083 + Penalty 4869.449917 = -2939589.576167
  nChanged 38
		SP:Iteration 35Q (175474.310000 sec): 3 clusters
  Score: Raw -2944476.080531 + Penalty 4869.449917 = -2939606.630614
  nChanged 25
		SP:Iteration 36Q (175474.560000 sec): 3 clusters
  Score: Raw -2944486.899954 + Penalty 4869.449917 = -2939617.450037
  nChanged 31
		SP:Iteration 37Q (175474.890000 sec): 3 clusters
  Score: Raw -2944501.136302 + Penalty 4869.449917 = -2939631.686385
  nChanged 35
		SP:Iteration 38Q (175475.230000 sec): 3 clusters
  Score: Raw -2944515.847680 + Penalty 4869.449917 = -2939646.397764
  nChanged 31
		SP:Iteration 39Q (175475.560000 sec): 3 clusters
  Score: Raw -2944531.415387 + Penalty 4869.449917 = -2939661.965470
  nChanged 35
		SP:Iteration 40F (175475.850000 sec): 3 clusters
  Score: Raw -2944546.744030 + Penalty 4869.449917 = -2939677.294113
  nChanged 21
		SP:Iteration 41Q (175476.160000 sec): 3 clusters
  Score: Raw -2944555.157564 + Penalty 4869.449917 = -2939685.707647
  nChanged 18
		SP:Iteration 42Q (175476.480000 sec): 3 clusters
  Score: Raw -2944560.962987 + Penalty 4869.449917 = -2939691.513070
  nChanged 9
		SP:Iteration 43Q (175476.770000 sec): 3 clusters
  Score: Raw -2944564.693936 + Penalty 4869.449917 = -2939695.244019
  nChanged 6
		SP:Iteration 44Q (175477.030000 sec): 3 clusters
  Score: Raw -2944566.505617 + Penalty 4869.449917 = -2939697.055700
  nChanged 6
		SP:Iteration 45Q (175477.330000 sec): 3 clusters
  Score: Raw -2944568.907778 + Penalty 4869.449917 = -2939699.457862
  nChanged 8
		SP:Iteration 46Q (175477.650000 sec): 3 clusters
  Score: Raw -2944572.108235 + Penalty 4869.449917 = -2939702.658319
  nChanged 6
		SP:Iteration 47Q (175477.950000 sec): 3 clusters
  Score: Raw -2944574.240012 + Penalty 4869.449917 = -2939704.790095
  nChanged 5
		SP:Iteration 48Q (175478.250000 sec): 3 clusters
  Score: Raw -2944576.780564 + Penalty 4869.449917 = -2939707.330647
  nChanged 5
		SP:Iteration 49Q (175478.510000 sec): 3 clusters
  Score: Raw -2944578.479206 + Penalty 4869.449917 = -2939709.029289
  nChanged 2
		SP:Iteration 50Q (175478.820000 sec): 3 clusters
  Score: Raw -2944579.155219 + Penalty 4869.449917 = -2939709.705302
  nChanged 2
		SP:Iteration 51Q (175479.120000 sec): 3 clusters
  Score: Raw -2944579.798706 + Penalty 4869.449917 = -2939710.348790
  nChanged 1
		SP:Iteration 52Q (175479.430000 sec): 3 clusters
  Score: Raw -2944580.039951 + Penalty 4869.449917 = -2939710.590035
  nChanged 1
		SP:Iteration 53Q (175479.770000 sec): 3 clusters
  Score: Raw -2944580.916577 + Penalty 4869.449917 = -2939711.466660
  nChanged 1
		SP:Iteration 54Q (175480.050000 sec): 3 clusters
  Score: Raw -2944581.113853 + Penalty 4869.449917 = -2939711.663937
  nChanged 0
		SP:Iteration 55F (175480.440000 sec): 3 clusters
  Score: Raw -2944581.113853 + Penalty 4869.449917 = -2939711.663937
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (13495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175480.600000 sec): 2 clusters
  Score: Raw -2141198.528870 + Penalty 2358.498482 = -2138840.030387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175480.960000 sec): 3 clusters
  Score: Raw -2133588.582249 + Penalty 4716.996965 = -2128871.585285
  nChanged 5812
		SP:Iteration 1F (175481.200000 sec): 3 clusters
  Score: Raw -2136747.105663 + Penalty 4716.996965 = -2132030.108698
  nChanged 816
		SP:Iteration 2F (175481.500000 sec): 3 clusters
  Score: Raw -2137082.760474 + Penalty 4716.996965 = -2132365.763509
  nChanged 673
		SP:Iteration 3Q (175481.750000 sec): 3 clusters
  Score: Raw -2137335.432170 + Penalty 4716.996965 = -2132618.435205
  nChanged 531
		SP:Iteration 4Q (175482.060000 sec): 3 clusters
  Score: Raw -2137527.374076 + Penalty 4716.996965 = -2132810.377112
  nChanged 457
		SP:Iteration 5Q (175482.330000 sec): 3 clusters
  Score: Raw -2137671.275307 + Penalty 4716.996965 = -2132954.278343
  nChanged 354
		SP:Iteration 6Q (175482.650000 sec): 3 clusters
  Score: Raw -2137787.253544 + Penalty 4716.996965 = -2133070.256580
  nChanged 351
		SP:Iteration 7Q (175482.940000 sec): 3 clusters
  Score: Raw -2137912.646860 + Penalty 4716.996965 = -2133195.649895
  nChanged 376
		SP:Iteration 8Q (175483.260000 sec): 3 clusters
  Score: Raw -2138055.082385 + Penalty 4716.996965 = -2133338.085420
  nChanged 391
		SP:Iteration 9Q (175483.560000 sec): 3 clusters
  Score: Raw -2138226.123066 + Penalty 4716.996965 = -2133509.126101
  nChanged 426
		SP:Iteration 10Q (175483.840000 sec): 3 clusters
  Score: Raw -2138424.904712 + Penalty 4716.996965 = -2133707.907747
  nChanged 448
		SP:Iteration 11Q (175484.080000 sec): 3 clusters
  Score: Raw -2138671.226073 + Penalty 4716.996965 = -2133954.229108
  nChanged 466
		SP:Iteration 12Q (175484.340000 sec): 3 clusters
  Score: Raw -2138983.059468 + Penalty 4716.996965 = -2134266.062503
  nChanged 490
		SP:Iteration 13Q (175484.600000 sec): 3 clusters
  Score: Raw -2139349.424817 + Penalty 4716.996965 = -2134632.427853
  nChanged 507
		SP:Iteration 14Q (175484.880000 sec): 3 clusters
  Score: Raw -2139723.880180 + Penalty 4716.996965 = -2135006.883215
  nChanged 469
		SP:Iteration 15Q (175485.150000 sec): 3 clusters
  Score: Raw -2140053.553928 + Penalty 4716.996965 = -2135336.556963
  nChanged 409
		SP:Iteration 16Q (175485.440000 sec): 3 clusters
  Score: Raw -2140330.119624 + Penalty 4716.996965 = -2135613.122660
  nChanged 344
		SP:Iteration 17Q (175485.760000 sec): 3 clusters
  Score: Raw -2140546.931379 + Penalty 4716.996965 = -2135829.934414
  nChanged 284
		SP:Iteration 18Q (175486.020000 sec): 3 clusters
  Score: Raw -2140693.966020 + Penalty 4716.996965 = -2135976.969056
  nChanged 226
		SP:Iteration 19Q (175486.220000 sec): 3 clusters
  Score: Raw -2140817.428479 + Penalty 4716.996965 = -2136100.431514
  nChanged 173
		SP:Iteration 20F (175486.500000 sec): 3 clusters
  Score: Raw -2140893.988839 + Penalty 4716.996965 = -2136176.991874
  nChanged 141
		SP:Iteration 21Q (175486.740000 sec): 3 clusters
  Score: Raw -2140947.017278 + Penalty 4716.996965 = -2136230.020314
  nChanged 111
		SP:Iteration 22Q (175487.010000 sec): 3 clusters
  Score: Raw -2140995.486913 + Penalty 4716.996965 = -2136278.489949
  nChanged 119
		SP:Iteration 23Q (175487.280000 sec): 3 clusters
  Score: Raw -2141043.738274 + Penalty 4716.996965 = -2136326.741309
  nChanged 98
		SP:Iteration 24Q (175487.560000 sec): 3 clusters
  Score: Raw -2141079.512721 + Penalty 4716.996965 = -2136362.515756
  nChanged 84
		SP:Iteration 25Q (175487.770000 sec): 3 clusters
  Score: Raw -2141111.657145 + Penalty 4716.996965 = -2136394.660180
  nChanged 71
		SP:Iteration 26Q (175488.030000 sec): 3 clusters
  Score: Raw -2141137.486047 + Penalty 4716.996965 = -2136420.489083
  nChanged 77
		SP:Iteration 27Q (175488.290000 sec): 3 clusters
  Score: Raw -2141164.462102 + Penalty 4716.996965 = -2136447.465137
  nChanged 64
		SP:Iteration 28Q (175488.580000 sec): 3 clusters
  Score: Raw -2141181.226373 + Penalty 4716.996965 = -2136464.229408
  nChanged 43
		SP:Iteration 29Q (175488.870000 sec): 3 clusters
  Score: Raw -2141191.020793 + Penalty 4716.996965 = -2136474.023828
  nChanged 35
		SP:Iteration 30Q (175489.190000 sec): 3 clusters
  Score: Raw -2141198.926101 + Penalty 4716.996965 = -2136481.929136
  nChanged 29
		SP:Iteration 31Q (175489.400000 sec): 3 clusters
  Score: Raw -2141205.819074 + Penalty 4716.996965 = -2136488.822110
  nChanged 29
		SP:Iteration 32Q (175489.680000 sec): 3 clusters
  Score: Raw -2141213.147880 + Penalty 4716.996965 = -2136496.150915
  nChanged 32
		SP:Iteration 33Q (175489.880000 sec): 3 clusters
  Score: Raw -2141221.910589 + Penalty 4716.996965 = -2136504.913624
  nChanged 27
		SP:Iteration 34Q (175490.130000 sec): 3 clusters
  Score: Raw -2141228.531275 + Penalty 4716.996965 = -2136511.534310
  nChanged 29
		SP:Iteration 35Q (175490.410000 sec): 3 clusters
  Score: Raw -2141234.656300 + Penalty 4716.996965 = -2136517.659336
  nChanged 30
		SP:Iteration 36Q (175490.690000 sec): 3 clusters
  Score: Raw -2141242.504630 + Penalty 4716.996965 = -2136525.507665
  nChanged 20
		SP:Iteration 37Q (175490.970000 sec): 3 clusters
  Score: Raw -2141247.272423 + Penalty 4716.996965 = -2136530.275459
  nChanged 15
		SP:Iteration 38Q (175491.270000 sec): 3 clusters
  Score: Raw -2141250.795770 + Penalty 4716.996965 = -2136533.798805
  nChanged 25
		SP:Iteration 39Q (175491.540000 sec): 3 clusters
  Score: Raw -2141256.884678 + Penalty 4716.996965 = -2136539.887714
  nChanged 19
		SP:Iteration 40F (175491.790000 sec): 3 clusters
  Score: Raw -2141261.566184 + Penalty 4716.996965 = -2136544.569219
  nChanged 23
		SP:Iteration 41Q (175492.040000 sec): 3 clusters
  Score: Raw -2141267.276761 + Penalty 4716.996965 = -2136550.279796
  nChanged 26
		SP:Iteration 42Q (175492.290000 sec): 3 clusters
  Score: Raw -2141273.920799 + Penalty 4716.996965 = -2136556.923835
  nChanged 21
		SP:Iteration 43Q (175492.460000 sec): 3 clusters
  Score: Raw -2141278.649384 + Penalty 4716.996965 = -2136561.652420
  nChanged 22
		SP:Iteration 44Q (175492.610000 sec): 3 clusters
  Score: Raw -2141283.825466 + Penalty 4716.996965 = -2136566.828501
  nChanged 19
		SP:Iteration 45Q (175492.780000 sec): 3 clusters
  Score: Raw -2141288.224489 + Penalty 4716.996965 = -2136571.227524
  nChanged 15
		SP:Iteration 46Q (175492.970000 sec): 3 clusters
  Score: Raw -2141290.759521 + Penalty 4716.996965 = -2136573.762556
  nChanged 8
		SP:Iteration 47Q (175493.160000 sec): 3 clusters
  Score: Raw -2141292.629028 + Penalty 4716.996965 = -2136575.632063
  nChanged 10
		SP:Iteration 48Q (175493.330000 sec): 3 clusters
  Score: Raw -2141294.443622 + Penalty 4716.996965 = -2136577.446657
  nChanged 8
		SP:Iteration 49Q (175493.510000 sec): 3 clusters
  Score: Raw -2141296.289370 + Penalty 4716.996965 = -2136579.292406
  nChanged 5
		SP:Iteration 50Q (175493.690000 sec): 3 clusters
  Score: Raw -2141297.258863 + Penalty 4716.996965 = -2136580.261898
  nChanged 5
		SP:Iteration 51Q (175493.860000 sec): 3 clusters
  Score: Raw -2141298.526077 + Penalty 4716.996965 = -2136581.529113
  nChanged 6
		SP:Iteration 52Q (175494.030000 sec): 3 clusters
  Score: Raw -2141299.882318 + Penalty 4716.996965 = -2136582.885354
  nChanged 7
		SP:Iteration 53Q (175494.230000 sec): 3 clusters
  Score: Raw -2141301.617511 + Penalty 4716.996965 = -2136584.620546
  nChanged 3
		SP:Iteration 54Q (175494.370000 sec): 3 clusters
  Score: Raw -2141302.050170 + Penalty 4716.996965 = -2136585.053205
  nChanged 5
		SP:Iteration 55Q (175494.550000 sec): 3 clusters
  Score: Raw -2141302.774919 + Penalty 4716.996965 = -2136585.777954
  nChanged 5
		SP:Iteration 56Q (175494.860000 sec): 3 clusters
  Score: Raw -2141303.681327 + Penalty 4716.996965 = -2136586.684362
  nChanged 6
		SP:Iteration 57Q (175495.080000 sec): 3 clusters
  Score: Raw -2141304.841158 + Penalty 4716.996965 = -2136587.844193
  nChanged 5
		SP:Iteration 58Q (175495.370000 sec): 3 clusters
  Score: Raw -2141305.515212 + Penalty 4716.996965 = -2136588.518247
  nChanged 2
		SP:Iteration 59Q (175495.630000 sec): 3 clusters
  Score: Raw -2141305.734174 + Penalty 4716.996965 = -2136588.737209
  nChanged 4
		SP:Iteration 60F (175495.900000 sec): 3 clusters
  Score: Raw -2141306.420288 + Penalty 4716.996965 = -2136589.423324
  nChanged 2
		SP:Iteration 61Q (175496.210000 sec): 3 clusters
  Score: Raw -2141306.608925 + Penalty 4716.996965 = -2136589.611960
  nChanged 1
		SP:Iteration 62Q (175496.430000 sec): 3 clusters
  Score: Raw -2141306.879592 + Penalty 4716.996965 = -2136589.882627
  nChanged 0
		SP:Iteration 63F (175496.690000 sec): 3 clusters
  Score: Raw -2141306.879592 + Penalty 4716.996965 = -2136589.882627
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (26266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175496.950000 sec): 2 clusters
  Score: Raw -4141542.001610 + Penalty 2523.655590 = -4139018.346019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175497.280000 sec): 3 clusters
  Score: Raw -4125952.362127 + Penalty 5047.311181 = -4120905.050946
  nChanged 11750
		SP:Iteration 1F (175497.680000 sec): 3 clusters
  Score: Raw -4132450.108865 + Penalty 5047.311181 = -4127402.797684
  nChanged 1315
		SP:Iteration 2F (175498.050000 sec): 3 clusters
  Score: Raw -4132913.596557 + Penalty 5047.311181 = -4127866.285376
  nChanged 1128
		SP:Iteration 3Q (175498.430000 sec): 3 clusters
  Score: Raw -4133266.613024 + Penalty 5047.311181 = -4128219.301843
  nChanged 982
		SP:Iteration 4Q (175498.830000 sec): 3 clusters
  Score: Raw -4133596.126531 + Penalty 5047.311181 = -4128548.815350
  nChanged 942
		SP:Iteration 5Q (175499.250000 sec): 3 clusters
  Score: Raw -4133930.237400 + Penalty 5047.311181 = -4128882.926220
  nChanged 905
		SP:Iteration 6Q (175499.690000 sec): 3 clusters
  Score: Raw -4134265.723862 + Penalty 5047.311181 = -4129218.412682
  nChanged 849
		SP:Iteration 7Q (175500.140000 sec): 3 clusters
  Score: Raw -4134578.819754 + Penalty 5047.311181 = -4129531.508574
  nChanged 835
		SP:Iteration 8Q (175500.500000 sec): 3 clusters
  Score: Raw -4134878.987723 + Penalty 5047.311181 = -4129831.676542
  nChanged 825
		SP:Iteration 9Q (175500.900000 sec): 3 clusters
  Score: Raw -4135185.873127 + Penalty 5047.311181 = -4130138.561947
  nChanged 825
		SP:Iteration 10Q (175501.350000 sec): 3 clusters
  Score: Raw -4135488.260897 + Penalty 5047.311181 = -4130440.949716
  nChanged 812
		SP:Iteration 11Q (175501.750000 sec): 3 clusters
  Score: Raw -4135787.129324 + Penalty 5047.311181 = -4130739.818144
  nChanged 802
		SP:Iteration 12Q (175502.070000 sec): 3 clusters
  Score: Raw -4136120.476860 + Penalty 5047.311181 = -4131073.165680
  nChanged 834
		SP:Iteration 13Q (175502.500000 sec): 3 clusters
  Score: Raw -4136481.612063 + Penalty 5047.311181 = -4131434.300882
  nChanged 900
		SP:Iteration 14Q (175502.860000 sec): 3 clusters
  Score: Raw -4136879.700021 + Penalty 5047.311181 = -4131832.388841
  nChanged 856
		SP:Iteration 15Q (175503.280000 sec): 3 clusters
  Score: Raw -4137255.308066 + Penalty 5047.311181 = -4132207.996885
  nChanged 814
		SP:Iteration 16Q (175503.630000 sec): 3 clusters
  Score: Raw -4137592.799674 + Penalty 5047.311181 = -4132545.488493
  nChanged 710
		SP:Iteration 17Q (175504.020000 sec): 3 clusters
  Score: Raw -4137834.140434 + Penalty 5047.311181 = -4132786.829253
  nChanged 525
		SP:Iteration 18Q (175504.470000 sec): 3 clusters
  Score: Raw -4137980.782456 + Penalty 5047.311181 = -4132933.471275
  nChanged 394
		SP:Iteration 19Q (175504.860000 sec): 3 clusters
  Score: Raw -4138077.053922 + Penalty 5047.311181 = -4133029.742741
  nChanged 328
		SP:Iteration 20F (175505.250000 sec): 3 clusters
  Score: Raw -4138153.679781 + Penalty 5047.311181 = -4133106.368600
  nChanged 300
		SP:Iteration 21Q (175505.650000 sec): 3 clusters
  Score: Raw -4138222.460658 + Penalty 5047.311181 = -4133175.149477
  nChanged 267
		SP:Iteration 22Q (175505.990000 sec): 3 clusters
  Score: Raw -4138286.558679 + Penalty 5047.311181 = -4133239.247499
  nChanged 266
		SP:Iteration 23Q (175506.370000 sec): 3 clusters
  Score: Raw -4138349.838636 + Penalty 5047.311181 = -4133302.527456
  nChanged 250
		SP:Iteration 24Q (175506.780000 sec): 3 clusters
  Score: Raw -4138406.061079 + Penalty 5047.311181 = -4133358.749898
  nChanged 241
		SP:Iteration 25Q (175507.160000 sec): 3 clusters
  Score: Raw -4138460.055376 + Penalty 5047.311181 = -4133412.744196
  nChanged 214
		SP:Iteration 26Q (175507.520000 sec): 3 clusters
  Score: Raw -4138507.950496 + Penalty 5047.311181 = -4133460.639315
  nChanged 216
		SP:Iteration 27Q (175507.930000 sec): 3 clusters
  Score: Raw -4138553.965157 + Penalty 5047.311181 = -4133506.653976
  nChanged 213
		SP:Iteration 28Q (175508.320000 sec): 3 clusters
  Score: Raw -4138601.159566 + Penalty 5047.311181 = -4133553.848386
  nChanged 227
		SP:Iteration 29Q (175508.730000 sec): 3 clusters
  Score: Raw -4138653.876478 + Penalty 5047.311181 = -4133606.565297
  nChanged 233
		SP:Iteration 30Q (175509.090000 sec): 3 clusters
  Score: Raw -4138709.918781 + Penalty 5047.311181 = -4133662.607600
  nChanged 233
		SP:Iteration 31Q (175509.430000 sec): 3 clusters
  Score: Raw -4138764.498595 + Penalty 5047.311181 = -4133717.187415
  nChanged 263
		SP:Iteration 32Q (175509.850000 sec): 3 clusters
  Score: Raw -4138835.450915 + Penalty 5047.311181 = -4133788.139734
  nChanged 276
		SP:Iteration 33Q (175510.220000 sec): 3 clusters
  Score: Raw -4138904.017899 + Penalty 5047.311181 = -4133856.706718
  nChanged 262
		SP:Iteration 34Q (175510.560000 sec): 3 clusters
  Score: Raw -4138968.133487 + Penalty 5047.311181 = -4133920.822306
  nChanged 263
		SP:Iteration 35Q (175510.930000 sec): 3 clusters
  Score: Raw -4139041.110105 + Penalty 5047.311181 = -4133993.798924
  nChanged 285
		SP:Iteration 36Q (175511.300000 sec): 3 clusters
  Score: Raw -4139123.446866 + Penalty 5047.311181 = -4134076.135686
  nChanged 300
		SP:Iteration 37Q (175511.700000 sec): 3 clusters
  Score: Raw -4139213.980112 + Penalty 5047.311181 = -4134166.668931
  nChanged 313
		SP:Iteration 38Q (175512.060000 sec): 3 clusters
  Score: Raw -4139304.497303 + Penalty 5047.311181 = -4134257.186123
  nChanged 326
		SP:Iteration 39Q (175512.460000 sec): 3 clusters
  Score: Raw -4139409.914599 + Penalty 5047.311181 = -4134362.603419
  nChanged 333
		SP:Iteration 40F (175512.900000 sec): 3 clusters
  Score: Raw -4139523.252442 + Penalty 5047.311181 = -4134475.941262
  nChanged 317
		SP:Iteration 41Q (175513.260000 sec): 3 clusters
  Score: Raw -4139634.592222 + Penalty 5047.311181 = -4134587.281041
  nChanged 310
		SP:Iteration 42Q (175513.670000 sec): 3 clusters
  Score: Raw -4139750.878753 + Penalty 5047.311181 = -4134703.567573
  nChanged 297
		SP:Iteration 43Q (175514.070000 sec): 3 clusters
  Score: Raw -4139859.778613 + Penalty 5047.311181 = -4134812.467432
  nChanged 283
		SP:Iteration 44Q (175514.470000 sec): 3 clusters
  Score: Raw -4139954.850802 + Penalty 5047.311181 = -4134907.539622
  nChanged 269
		SP:Iteration 45Q (175514.880000 sec): 3 clusters
  Score: Raw -4140055.002641 + Penalty 5047.311181 = -4135007.691460
  nChanged 298
		SP:Iteration 46Q (175515.280000 sec): 3 clusters
  Score: Raw -4140185.241401 + Penalty 5047.311181 = -4135137.930220
  nChanged 302
		SP:Iteration 47Q (175515.680000 sec): 3 clusters
  Score: Raw -4140327.419245 + Penalty 5047.311181 = -4135280.108065
  nChanged 283
		SP:Iteration 48Q (175516.090000 sec): 3 clusters
  Score: Raw -4140460.305062 + Penalty 5047.311181 = -4135412.993882
  nChanged 289
		SP:Iteration 49Q (175516.490000 sec): 3 clusters
  Score: Raw -4140604.771254 + Penalty 5047.311181 = -4135557.460073
  nChanged 262
		SP:Iteration 50Q (175516.900000 sec): 3 clusters
  Score: Raw -4140740.041369 + Penalty 5047.311181 = -4135692.730188
  nChanged 234
		SP:Iteration 51Q (175517.310000 sec): 3 clusters
  Score: Raw -4140863.242595 + Penalty 5047.311181 = -4135815.931415
  nChanged 214
		SP:Iteration 52Q (175517.720000 sec): 3 clusters
  Score: Raw -4140985.554868 + Penalty 5047.311181 = -4135938.243687
  nChanged 208
		SP:Iteration 53Q (175518.120000 sec): 3 clusters
  Score: Raw -4141115.879179 + Penalty 5047.311181 = -4136068.567998
  nChanged 187
		SP:Iteration 54Q (175518.530000 sec): 3 clusters
  Score: Raw -4141221.117397 + Penalty 5047.311181 = -4136173.806216
  nChanged 141
		SP:Iteration 55Q (175518.940000 sec): 3 clusters
  Score: Raw -4141308.978631 + Penalty 5047.311181 = -4136261.667450
  nChanged 125
		SP:Iteration 56Q (175519.340000 sec): 3 clusters
  Score: Raw -4141391.187458 + Penalty 5047.311181 = -4136343.876278
  nChanged 105
		SP:Iteration 57Q (175519.760000 sec): 3 clusters
  Score: Raw -4141463.741285 + Penalty 5047.311181 = -4136416.430105
  nChanged 99
		SP:Iteration 58Q (175520.160000 sec): 3 clusters
  Score: Raw -4141526.413628 + Penalty 5047.311181 = -4136479.102447
  nChanged 82
		SP:Iteration 59Q (175520.570000 sec): 3 clusters
  Score: Raw -4141583.013895 + Penalty 5047.311181 = -4136535.702714
  nChanged 65
		SP:Iteration 60F (175521.020000 sec): 3 clusters
  Score: Raw -4141630.325908 + Penalty 5047.311181 = -4136583.014727
  nChanged 45
		SP:Iteration 61Q (175521.390000 sec): 3 clusters
  Score: Raw -4141661.033562 + Penalty 5047.311181 = -4136613.722381
  nChanged 35
		SP:Iteration 62Q (175521.800000 sec): 3 clusters
  Score: Raw -4141686.110360 + Penalty 5047.311181 = -4136638.799180
  nChanged 35
		SP:Iteration 63Q (175522.210000 sec): 3 clusters
  Score: Raw -4141710.197359 + Penalty 5047.311181 = -4136662.886178
  nChanged 22
		SP:Iteration 64Q (175522.610000 sec): 3 clusters
  Score: Raw -4141728.133093 + Penalty 5047.311181 = -4136680.821913
  nChanged 28
		SP:Iteration 65Q (175523.020000 sec): 3 clusters
  Score: Raw -4141746.732667 + Penalty 5047.311181 = -4136699.421486
  nChanged 18
		SP:Iteration 66Q (175523.430000 sec): 3 clusters
  Score: Raw -4141758.648615 + Penalty 5047.311181 = -4136711.337434
  nChanged 16
		SP:Iteration 67Q (175523.840000 sec): 3 clusters
  Score: Raw -4141766.836385 + Penalty 5047.311181 = -4136719.525204
  nChanged 13
		SP:Iteration 68Q (175524.250000 sec): 3 clusters
  Score: Raw -4141777.134845 + Penalty 5047.311181 = -4136729.823665
  nChanged 13
		SP:Iteration 69Q (175524.660000 sec): 3 clusters
  Score: Raw -4141785.616360 + Penalty 5047.311181 = -4136738.305179
  nChanged 14
		SP:Iteration 70Q (175525.060000 sec): 3 clusters
  Score: Raw -4141795.633865 + Penalty 5047.311181 = -4136748.322684
  nChanged 15
		SP:Iteration 71Q (175525.470000 sec): 3 clusters
  Score: Raw -4141805.540873 + Penalty 5047.311181 = -4136758.229692
  nChanged 9
		SP:Iteration 72Q (175525.880000 sec): 3 clusters
  Score: Raw -4141811.422289 + Penalty 5047.311181 = -4136764.111108
  nChanged 9
		SP:Iteration 73Q (175526.240000 sec): 3 clusters
  Score: Raw -4141816.315598 + Penalty 5047.311181 = -4136769.004417
  nChanged 4
		SP:Iteration 74Q (175526.600000 sec): 3 clusters
  Score: Raw -4141818.728365 + Penalty 5047.311181 = -4136771.417184
  nChanged 5
		SP:Iteration 75Q (175527.000000 sec): 3 clusters
  Score: Raw -4141821.976606 + Penalty 5047.311181 = -4136774.665425
  nChanged 6
		SP:Iteration 76Q (175527.470000 sec): 3 clusters
  Score: Raw -4141826.438298 + Penalty 5047.311181 = -4136779.127117
  nChanged 6
		SP:Iteration 77Q (175527.860000 sec): 3 clusters
  Score: Raw -4141830.057696 + Penalty 5047.311181 = -4136782.746516
  nChanged 7
		SP:Iteration 78Q (175528.140000 sec): 3 clusters
  Score: Raw -4141836.862909 + Penalty 5047.311181 = -4136789.551728
  nChanged 5
		SP:Iteration 79Q (175528.430000 sec): 3 clusters
  Score: Raw -4141840.717707 + Penalty 5047.311181 = -4136793.406526
  nChanged 10
		SP:Iteration 80F (175528.760000 sec): 3 clusters
  Score: Raw -4141851.444755 + Penalty 5047.311181 = -4136804.133574
  nChanged 6
		SP:Iteration 81Q (175529.070000 sec): 3 clusters
  Score: Raw -4141857.485283 + Penalty 5047.311181 = -4136810.174103
  nChanged 6
		SP:Iteration 82Q (175529.420000 sec): 3 clusters
  Score: Raw -4141861.147523 + Penalty 5047.311181 = -4136813.836343
  nChanged 4
		SP:Iteration 83Q (175529.810000 sec): 3 clusters
  Score: Raw -4141863.750125 + Penalty 5047.311181 = -4136816.438944
  nChanged 4
		SP:Iteration 84Q (175530.180000 sec): 3 clusters
  Score: Raw -4141869.480772 + Penalty 5047.311181 = -4136822.169591
  nChanged 6
		SP:Iteration 85Q (175530.550000 sec): 3 clusters
  Score: Raw -4141873.243236 + Penalty 5047.311181 = -4136825.932055
  nChanged 3
		SP:Iteration 86Q (175530.910000 sec): 3 clusters
  Score: Raw -4141876.325666 + Penalty 5047.311181 = -4136829.014485
  nChanged 3
		SP:Iteration 87Q (175531.260000 sec): 3 clusters
  Score: Raw -4141878.251486 + Penalty 5047.311181 = -4136830.940305
  nChanged 3
		SP:Iteration 88Q (175531.650000 sec): 3 clusters
  Score: Raw -4141880.314224 + Penalty 5047.311181 = -4136833.003044
  nChanged 2
		SP:Iteration 89Q (175532.030000 sec): 3 clusters
  Score: Raw -4141881.544752 + Penalty 5047.311181 = -4136834.233571
  nChanged 1
		SP:Iteration 90Q (175532.350000 sec): 3 clusters
  Score: Raw -4141881.839086 + Penalty 5047.311181 = -4136834.527906
  nChanged 0
		SP:Iteration 91F (175532.690000 sec): 3 clusters
  Score: Raw -4141881.839086 + Penalty 5047.311181 = -4136834.527906
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (4301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175532.830000 sec): 2 clusters
  Score: Raw -669885.288718 + Penalty 2074.917503 = -667810.371215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175533.040000 sec): 3 clusters
  Score: Raw -667864.599845 + Penalty 4149.835005 = -663714.764839
  nChanged 1594
		SP:Iteration 1F (175533.210000 sec): 3 clusters
  Score: Raw -668796.573622 + Penalty 4149.835005 = -664646.738617
  nChanged 338
		SP:Iteration 2F (175533.380000 sec): 3 clusters
  Score: Raw -669030.592854 + Penalty 4149.835005 = -664880.757849
  nChanged 249
		SP:Iteration 3F (175533.570000 sec): 3 clusters
  Score: Raw -669200.799152 + Penalty 4149.835005 = -665050.964147
  nChanged 205
		SP:Iteration 4Q (175533.780000 sec): 3 clusters
  Score: Raw -669332.117395 + Penalty 4149.835005 = -665182.282390
  nChanged 180
		SP:Iteration 5Q (175533.910000 sec): 3 clusters
  Score: Raw -669471.587111 + Penalty 4149.835005 = -665321.752106
  nChanged 190
		SP:Iteration 6Q (175534.110000 sec): 3 clusters
  Score: Raw -669625.298240 + Penalty 4149.835005 = -665475.463235
  nChanged 179
		SP:Iteration 7Q (175534.230000 sec): 3 clusters
  Score: Raw -669762.548589 + Penalty 4149.835005 = -665612.713584
  nChanged 145
		SP:Iteration 8Q (175534.430000 sec): 3 clusters
  Score: Raw -669863.900990 + Penalty 4149.835005 = -665714.065985
  nChanged 115
		SP:Iteration 9Q (175534.620000 sec): 3 clusters
  Score: Raw -669948.158233 + Penalty 4149.835005 = -665798.323227
  nChanged 107
		SP:Iteration 10Q (175534.810000 sec): 3 clusters
  Score: Raw -670013.836471 + Penalty 4149.835005 = -665864.001466
  nChanged 82
		SP:Iteration 11Q (175534.970000 sec): 3 clusters
  Score: Raw -670069.182879 + Penalty 4149.835005 = -665919.347874
  nChanged 70
		SP:Iteration 12Q (175535.180000 sec): 3 clusters
  Score: Raw -670118.421367 + Penalty 4149.835005 = -665968.586362
  nChanged 74
		SP:Iteration 13Q (175535.290000 sec): 3 clusters
  Score: Raw -670172.109975 + Penalty 4149.835005 = -666022.274970
  nChanged 67
		SP:Iteration 14Q (175535.440000 sec): 3 clusters
  Score: Raw -670210.218767 + Penalty 4149.835005 = -666060.383762
  nChanged 51
		SP:Iteration 15Q (175535.620000 sec): 3 clusters
  Score: Raw -670242.981199 + Penalty 4149.835005 = -666093.146194
  nChanged 41
		SP:Iteration 16Q (175535.770000 sec): 3 clusters
  Score: Raw -670268.432449 + Penalty 4149.835005 = -666118.597444
  nChanged 49
		SP:Iteration 17Q (175535.990000 sec): 3 clusters
  Score: Raw -670293.043517 + Penalty 4149.835005 = -666143.208512
  nChanged 36
		SP:Iteration 18Q (175536.180000 sec): 3 clusters
  Score: Raw -670313.886758 + Penalty 4149.835005 = -666164.051753
  nChanged 45
		SP:Iteration 19Q (175536.370000 sec): 3 clusters
  Score: Raw -670341.804070 + Penalty 4149.835005 = -666191.969065
  nChanged 46
		SP:Iteration 20F (175536.560000 sec): 3 clusters
  Score: Raw -670363.771135 + Penalty 4149.835005 = -666213.936130
  nChanged 40
		SP:Iteration 21Q (175536.760000 sec): 3 clusters
  Score: Raw -670383.249867 + Penalty 4149.835005 = -666233.414862
  nChanged 36
		SP:Iteration 22Q (175536.950000 sec): 3 clusters
  Score: Raw -670401.310235 + Penalty 4149.835005 = -666251.475230
  nChanged 40
		SP:Iteration 23Q (175537.140000 sec): 3 clusters
  Score: Raw -670419.755173 + Penalty 4149.835005 = -666269.920168
  nChanged 32
		SP:Iteration 24Q (175537.280000 sec): 3 clusters
  Score: Raw -670439.513797 + Penalty 4149.835005 = -666289.678792
  nChanged 37
		SP:Iteration 25Q (175537.510000 sec): 3 clusters
  Score: Raw -670461.184056 + Penalty 4149.835005 = -666311.349051
  nChanged 25
		SP:Iteration 26Q (175537.680000 sec): 3 clusters
  Score: Raw -670473.812433 + Penalty 4149.835005 = -666323.977428
  nChanged 34
		SP:Iteration 27Q (175537.830000 sec): 3 clusters
  Score: Raw -670489.177814 + Penalty 4149.835005 = -666339.342809
  nChanged 30
		SP:Iteration 28Q (175538.020000 sec): 3 clusters
  Score: Raw -670504.150282 + Penalty 4149.835005 = -666354.315277
  nChanged 27
		SP:Iteration 29Q (175538.190000 sec): 3 clusters
  Score: Raw -670516.942696 + Penalty 4149.835005 = -666367.107691
  nChanged 27
		SP:Iteration 30Q (175538.380000 sec): 3 clusters
  Score: Raw -670528.587899 + Penalty 4149.835005 = -666378.752893
  nChanged 21
		SP:Iteration 31Q (175538.630000 sec): 3 clusters
  Score: Raw -670539.064455 + Penalty 4149.835005 = -666389.229450
  nChanged 26
		SP:Iteration 32Q (175538.850000 sec): 3 clusters
  Score: Raw -670550.946209 + Penalty 4149.835005 = -666401.111204
  nChanged 21
		SP:Iteration 33Q (175539.090000 sec): 3 clusters
  Score: Raw -670558.656687 + Penalty 4149.835005 = -666408.821682
  nChanged 15
		SP:Iteration 34Q (175539.290000 sec): 3 clusters
  Score: Raw -670564.189006 + Penalty 4149.835005 = -666414.354001
  nChanged 16
		SP:Iteration 35Q (175539.430000 sec): 3 clusters
  Score: Raw -670573.130635 + Penalty 4149.835005 = -666423.295630
  nChanged 18
		SP:Iteration 36Q (175539.620000 sec): 3 clusters
  Score: Raw -670580.979553 + Penalty 4149.835005 = -666431.144548
  nChanged 16
		SP:Iteration 37Q (175539.810000 sec): 3 clusters
  Score: Raw -670589.032636 + Penalty 4149.835005 = -666439.197630
  nChanged 23
		SP:Iteration 38Q (175539.980000 sec): 3 clusters
  Score: Raw -670599.554996 + Penalty 4149.835005 = -666449.719991
  nChanged 16
		SP:Iteration 39Q (175540.090000 sec): 3 clusters
  Score: Raw -670606.796763 + Penalty 4149.835005 = -666456.961758
  nChanged 16
		SP:Iteration 40F (175540.290000 sec): 3 clusters
  Score: Raw -670613.624980 + Penalty 4149.835005 = -666463.789975
  nChanged 15
		SP:Iteration 41Q (175540.450000 sec): 3 clusters
  Score: Raw -670618.385784 + Penalty 4149.835005 = -666468.550779
  nChanged 13
		SP:Iteration 42Q (175540.620000 sec): 3 clusters
  Score: Raw -670622.914413 + Penalty 4149.835005 = -666473.079408
  nChanged 9
		SP:Iteration 43Q (175540.840000 sec): 3 clusters
  Score: Raw -670625.564737 + Penalty 4149.835005 = -666475.729732
  nChanged 6
		SP:Iteration 44Q (175541.030000 sec): 3 clusters
  Score: Raw -670627.462187 + Penalty 4149.835005 = -666477.627181
  nChanged 7
		SP:Iteration 45Q (175541.150000 sec): 3 clusters
  Score: Raw -670629.737105 + Penalty 4149.835005 = -666479.902100
  nChanged 4
		SP:Iteration 46Q (175541.330000 sec): 3 clusters
  Score: Raw -670631.183493 + Penalty 4149.835005 = -666481.348488
  nChanged 6
		SP:Iteration 47Q (175541.550000 sec): 3 clusters
  Score: Raw -670633.807158 + Penalty 4149.835005 = -666483.972153
  nChanged 7
		SP:Iteration 48Q (175541.770000 sec): 3 clusters
  Score: Raw -670636.202800 + Penalty 4149.835005 = -666486.367794
  nChanged 7
		SP:Iteration 49Q (175542.060000 sec): 3 clusters
  Score: Raw -670638.924959 + Penalty 4149.835005 = -666489.089954
  nChanged 5
		SP:Iteration 50Q (175542.280000 sec): 3 clusters
  Score: Raw -670640.334665 + Penalty 4149.835005 = -666490.499660
  nChanged 3
		SP:Iteration 51Q (175542.500000 sec): 3 clusters
  Score: Raw -670641.088758 + Penalty 4149.835005 = -666491.253753
  nChanged 0
		SP:Iteration 52F (175542.700000 sec): 3 clusters
  Score: Raw -670641.088758 + Penalty 4149.835005 = -666491.253753
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (10113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175542.920000 sec): 2 clusters
  Score: Raw -1482650.387501 + Penalty 2286.951097 = -1480363.436404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175543.220000 sec): 3 clusters
  Score: Raw -1477311.155841 + Penalty 4573.902194 = -1472737.253647
  nChanged 4130
		SP:Iteration 1F (175543.440000 sec): 3 clusters
  Score: Raw -1479709.147829 + Penalty 4573.902194 = -1475135.245635
  nChanged 738
		SP:Iteration 2F (175543.750000 sec): 3 clusters
  Score: Raw -1480201.650842 + Penalty 4573.902194 = -1475627.748648
  nChanged 642
		SP:Iteration 3F (175543.990000 sec): 3 clusters
  Score: Raw -1480630.579507 + Penalty 4573.902194 = -1476056.677313
  nChanged 569
		SP:Iteration 4F (175544.240000 sec): 3 clusters
  Score: Raw -1480966.514590 + Penalty 4573.902194 = -1476392.612396
  nChanged 467
		SP:Iteration 5Q (175544.500000 sec): 3 clusters
  Score: Raw -1481219.038292 + Penalty 4573.902194 = -1476645.136098
  nChanged 431
		SP:Iteration 6Q (175544.800000 sec): 3 clusters
  Score: Raw -1481467.621149 + Penalty 4573.902194 = -1476893.718955
  nChanged 418
		SP:Iteration 7Q (175545.080000 sec): 3 clusters
  Score: Raw -1481713.446258 + Penalty 4573.902194 = -1477139.544064
  nChanged 397
		SP:Iteration 8Q (175545.330000 sec): 3 clusters
  Score: Raw -1481955.878531 + Penalty 4573.902194 = -1477381.976337
  nChanged 375
		SP:Iteration 9Q (175545.560000 sec): 3 clusters
  Score: Raw -1482202.263020 + Penalty 4573.902194 = -1477628.360826
  nChanged 352
		SP:Iteration 10Q (175545.790000 sec): 3 clusters
  Score: Raw -1482397.255114 + Penalty 4573.902194 = -1477823.352920
  nChanged 314
		SP:Iteration 11Q (175546.120000 sec): 3 clusters
  Score: Raw -1482582.143350 + Penalty 4573.902194 = -1478008.241156
  nChanged 257
		SP:Iteration 12Q (175546.380000 sec): 3 clusters
  Score: Raw -1482711.064925 + Penalty 4573.902194 = -1478137.162731
  nChanged 247
		SP:Iteration 13Q (175546.600000 sec): 3 clusters
  Score: Raw -1482837.443279 + Penalty 4573.902194 = -1478263.541086
  nChanged 211
		SP:Iteration 14Q (175546.850000 sec): 3 clusters
  Score: Raw -1482937.518789 + Penalty 4573.902194 = -1478363.616595
  nChanged 196
		SP:Iteration 15Q (175547.160000 sec): 3 clusters
  Score: Raw -1483024.893934 + Penalty 4573.902194 = -1478450.991740
  nChanged 160
		SP:Iteration 16Q (175547.420000 sec): 3 clusters
  Score: Raw -1483091.105135 + Penalty 4573.902194 = -1478517.202941
  nChanged 141
		SP:Iteration 17Q (175547.640000 sec): 3 clusters
  Score: Raw -1483156.719534 + Penalty 4573.902194 = -1478582.817340
  nChanged 141
		SP:Iteration 18Q (175547.930000 sec): 3 clusters
  Score: Raw -1483229.451050 + Penalty 4573.902194 = -1478655.548856
  nChanged 161
		SP:Iteration 19Q (175548.180000 sec): 3 clusters
  Score: Raw -1483311.942212 + Penalty 4573.902194 = -1478738.040018
  nChanged 146
		SP:Iteration 20F (175548.390000 sec): 3 clusters
  Score: Raw -1483400.126918 + Penalty 4573.902194 = -1478826.224724
  nChanged 160
		SP:Iteration 21Q (175548.570000 sec): 3 clusters
  Score: Raw -1483499.342321 + Penalty 4573.902194 = -1478925.440128
  nChanged 170
		SP:Iteration 22Q (175548.840000 sec): 3 clusters
  Score: Raw -1483593.999283 + Penalty 4573.902194 = -1479020.097089
  nChanged 165
		SP:Iteration 23Q (175549.030000 sec): 3 clusters
  Score: Raw -1483702.285428 + Penalty 4573.902194 = -1479128.383234
  nChanged 174
		SP:Iteration 24Q (175549.250000 sec): 3 clusters
  Score: Raw -1483839.725157 + Penalty 4573.902194 = -1479265.822964
  nChanged 191
		SP:Iteration 25Q (175549.460000 sec): 3 clusters
  Score: Raw -1483982.532457 + Penalty 4573.902194 = -1479408.630263
  nChanged 152
		SP:Iteration 26Q (175549.650000 sec): 3 clusters
  Score: Raw -1484068.304866 + Penalty 4573.902194 = -1479494.402672
  nChanged 110
		SP:Iteration 27Q (175549.910000 sec): 3 clusters
  Score: Raw -1484130.674320 + Penalty 4573.902194 = -1479556.772126
  nChanged 117
		SP:Iteration 28Q (175550.120000 sec): 3 clusters
  Score: Raw -1484191.757674 + Penalty 4573.902194 = -1479617.855480
  nChanged 86
		SP:Iteration 29Q (175550.320000 sec): 3 clusters
  Score: Raw -1484229.653462 + Penalty 4573.902194 = -1479655.751268
  nChanged 55
		SP:Iteration 30Q (175550.580000 sec): 3 clusters
  Score: Raw -1484245.804958 + Penalty 4573.902194 = -1479671.902764
  nChanged 41
		SP:Iteration 31Q (175550.760000 sec): 3 clusters
  Score: Raw -1484257.833298 + Penalty 4573.902194 = -1479683.931104
  nChanged 28
		SP:Iteration 32Q (175550.940000 sec): 3 clusters
  Score: Raw -1484265.936005 + Penalty 4573.902194 = -1479692.033812
  nChanged 21
		SP:Iteration 33Q (175551.130000 sec): 3 clusters
  Score: Raw -1484272.729702 + Penalty 4573.902194 = -1479698.827508
  nChanged 20
		SP:Iteration 34Q (175551.410000 sec): 3 clusters
  Score: Raw -1484278.139543 + Penalty 4573.902194 = -1479704.237349
  nChanged 25
		SP:Iteration 35Q (175551.650000 sec): 3 clusters
  Score: Raw -1484283.019324 + Penalty 4573.902194 = -1479709.117130
  nChanged 18
		SP:Iteration 36Q (175551.780000 sec): 3 clusters
  Score: Raw -1484287.981681 + Penalty 4573.902194 = -1479714.079487
  nChanged 12
		SP:Iteration 37Q (175551.950000 sec): 3 clusters
  Score: Raw -1484290.353978 + Penalty 4573.902194 = -1479716.451784
  nChanged 11
		SP:Iteration 38Q (175552.190000 sec): 3 clusters
  Score: Raw -1484291.947403 + Penalty 4573.902194 = -1479718.045209
  nChanged 7
		SP:Iteration 39Q (175552.370000 sec): 3 clusters
  Score: Raw -1484292.989518 + Penalty 4573.902194 = -1479719.087324
  nChanged 2
		SP:Iteration 40F (175552.520000 sec): 3 clusters
  Score: Raw -1484293.664506 + Penalty 4573.902194 = -1479719.762312
  nChanged 3
		SP:Iteration 41Q (175552.750000 sec): 3 clusters
  Score: Raw -1484294.001245 + Penalty 4573.902194 = -1479720.099051
  nChanged 1
		SP:Iteration 42Q (175552.920000 sec): 3 clusters
  Score: Raw -1484294.055971 + Penalty 4573.902194 = -1479720.153777
  nChanged 2
		SP:Iteration 43Q (175553.160000 sec): 3 clusters
  Score: Raw -1484294.325105 + Penalty 4573.902194 = -1479720.422911
  nChanged 1
		SP:Iteration 44Q (175553.320000 sec): 3 clusters
  Score: Raw -1484294.427463 + Penalty 4573.902194 = -1479720.525269
  nChanged 0
		SP:Iteration 45F (175553.540000 sec): 3 clusters
  Score: Raw -1484294.427463 + Penalty 4573.902194 = -1479720.525269
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (26771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175553.820000 sec): 2 clusters
  Score: Raw -4302613.072021 + Penalty 2528.378474 = -4300084.693547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175554.190000 sec): 3 clusters
  Score: Raw -4286556.447112 + Penalty 5056.756948 = -4281499.690164
  nChanged 12060
		SP:Iteration 1F (175554.590000 sec): 3 clusters
  Score: Raw -4293167.933473 + Penalty 5056.756948 = -4288111.176526
  nChanged 1411
		SP:Iteration 2F (175554.950000 sec): 3 clusters
  Score: Raw -4293735.464713 + Penalty 5056.756948 = -4288678.707765
  nChanged 1315
		SP:Iteration 3Q (175555.390000 sec): 3 clusters
  Score: Raw -4294379.114437 + Penalty 5056.756948 = -4289322.357490
  nChanged 1457
		SP:Iteration 4F (175555.790000 sec): 3 clusters
  Score: Raw -4295234.440563 + Penalty 5056.756948 = -4290177.683616
  nChanged 1744
		SP:Iteration 5F (175556.170000 sec): 3 clusters
  Score: Raw -4296385.680415 + Penalty 5056.756948 = -4291328.923467
  nChanged 1886
		SP:Iteration 6F (175556.580000 sec): 3 clusters
  Score: Raw -4297630.245781 + Penalty 5056.756948 = -4292573.488834
  nChanged 1771
		SP:Iteration 7F (175556.940000 sec): 3 clusters
  Score: Raw -4298685.513599 + Penalty 5056.756948 = -4293628.756651
  nChanged 1495
		SP:Iteration 8F (175557.330000 sec): 3 clusters
  Score: Raw -4299427.886151 + Penalty 5056.756948 = -4294371.129204
  nChanged 1094
		SP:Iteration 9Q (175557.740000 sec): 3 clusters
  Score: Raw -4299836.363965 + Penalty 5056.756948 = -4294779.607018
  nChanged 759
		SP:Iteration 10Q (175558.090000 sec): 3 clusters
  Score: Raw -4300087.442611 + Penalty 5056.756948 = -4295030.685663
  nChanged 600
		SP:Iteration 11Q (175558.390000 sec): 3 clusters
  Score: Raw -4300288.724854 + Penalty 5056.756948 = -4295231.967906
  nChanged 534
		SP:Iteration 12Q (175558.830000 sec): 3 clusters
  Score: Raw -4300477.013352 + Penalty 5056.756948 = -4295420.256404
  nChanged 516
		SP:Iteration 13Q (175559.240000 sec): 3 clusters
  Score: Raw -4300691.275801 + Penalty 5056.756948 = -4295634.518854
  nChanged 563
		SP:Iteration 14Q (175559.590000 sec): 3 clusters
  Score: Raw -4300952.279845 + Penalty 5056.756948 = -4295895.522897
  nChanged 561
		SP:Iteration 15Q (175560.030000 sec): 3 clusters
  Score: Raw -4301240.353979 + Penalty 5056.756948 = -4296183.597031
  nChanged 586
		SP:Iteration 16Q (175560.380000 sec): 3 clusters
  Score: Raw -4301588.271958 + Penalty 5056.756948 = -4296531.515011
  nChanged 609
		SP:Iteration 17Q (175560.830000 sec): 3 clusters
  Score: Raw -4302042.329961 + Penalty 5056.756948 = -4296985.573014
  nChanged 613
		SP:Iteration 18Q (175561.130000 sec): 3 clusters
  Score: Raw -4302596.372258 + Penalty 5056.756948 = -4297539.615310
  nChanged 582
		SP:Iteration 19Q (175561.490000 sec): 3 clusters
  Score: Raw -4303139.974097 + Penalty 5056.756948 = -4298083.217150
  nChanged 484
		SP:Iteration 20F (175561.930000 sec): 3 clusters
  Score: Raw -4303561.823906 + Penalty 5056.756948 = -4298505.066958
  nChanged 379
		SP:Iteration 21Q (175562.330000 sec): 3 clusters
  Score: Raw -4303895.611458 + Penalty 5056.756948 = -4298838.854510
  nChanged 265
		SP:Iteration 22Q (175562.710000 sec): 3 clusters
  Score: Raw -4304087.274190 + Penalty 5056.756948 = -4299030.517242
  nChanged 169
		SP:Iteration 23Q (175563.070000 sec): 3 clusters
  Score: Raw -4304183.659467 + Penalty 5056.756948 = -4299126.902520
  nChanged 107
		SP:Iteration 24Q (175563.450000 sec): 3 clusters
  Score: Raw -4304234.578443 + Penalty 5056.756948 = -4299177.821495
  nChanged 76
		SP:Iteration 25Q (175563.810000 sec): 3 clusters
  Score: Raw -4304262.574619 + Penalty 5056.756948 = -4299205.817672
  nChanged 45
		SP:Iteration 26Q (175564.160000 sec): 3 clusters
  Score: Raw -4304278.948222 + Penalty 5056.756948 = -4299222.191274
  nChanged 49
		SP:Iteration 27Q (175564.520000 sec): 3 clusters
  Score: Raw -4304299.278661 + Penalty 5056.756948 = -4299242.521713
  nChanged 43
		SP:Iteration 28Q (175564.840000 sec): 3 clusters
  Score: Raw -4304320.368937 + Penalty 5056.756948 = -4299263.611990
  nChanged 49
		SP:Iteration 29Q (175565.150000 sec): 3 clusters
  Score: Raw -4304338.910061 + Penalty 5056.756948 = -4299282.153113
  nChanged 38
		SP:Iteration 30Q (175565.470000 sec): 3 clusters
  Score: Raw -4304353.110296 + Penalty 5056.756948 = -4299296.353348
  nChanged 36
		SP:Iteration 31Q (175565.820000 sec): 3 clusters
  Score: Raw -4304366.765807 + Penalty 5056.756948 = -4299310.008860
  nChanged 27
		SP:Iteration 32Q (175566.160000 sec): 3 clusters
  Score: Raw -4304374.962087 + Penalty 5056.756948 = -4299318.205140
  nChanged 21
		SP:Iteration 33Q (175566.530000 sec): 3 clusters
  Score: Raw -4304380.998825 + Penalty 5056.756948 = -4299324.241877
  nChanged 14
		SP:Iteration 34Q (175566.880000 sec): 3 clusters
  Score: Raw -4304383.802226 + Penalty 5056.756948 = -4299327.045278
  nChanged 11
		SP:Iteration 35Q (175567.300000 sec): 3 clusters
  Score: Raw -4304385.951124 + Penalty 5056.756948 = -4299329.194176
  nChanged 13
		SP:Iteration 36Q (175567.660000 sec): 3 clusters
  Score: Raw -4304388.940938 + Penalty 5056.756948 = -4299332.183990
  nChanged 13
		SP:Iteration 37Q (175567.940000 sec): 3 clusters
  Score: Raw -4304392.156155 + Penalty 5056.756948 = -4299335.399208
  nChanged 9
		SP:Iteration 38Q (175568.370000 sec): 3 clusters
  Score: Raw -4304394.145727 + Penalty 5056.756948 = -4299337.388779
  nChanged 6
		SP:Iteration 39Q (175568.720000 sec): 3 clusters
  Score: Raw -4304395.509466 + Penalty 5056.756948 = -4299338.752518
  nChanged 5
		SP:Iteration 40F (175569.130000 sec): 3 clusters
  Score: Raw -4304397.071800 + Penalty 5056.756948 = -4299340.314853
  nChanged 5
		SP:Iteration 41Q (175569.510000 sec): 3 clusters
  Score: Raw -4304398.505436 + Penalty 5056.756948 = -4299341.748489
  nChanged 8
		SP:Iteration 42Q (175569.800000 sec): 3 clusters
  Score: Raw -4304400.406391 + Penalty 5056.756948 = -4299343.649443
  nChanged 5
		SP:Iteration 43Q (175570.150000 sec): 3 clusters
  Score: Raw -4304401.257606 + Penalty 5056.756948 = -4299344.500658
  nChanged 3
		SP:Iteration 44Q (175570.530000 sec): 3 clusters
  Score: Raw -4304401.930256 + Penalty 5056.756948 = -4299345.173309
  nChanged 2
		SP:Iteration 45Q (175570.870000 sec): 3 clusters
  Score: Raw -4304402.284058 + Penalty 5056.756948 = -4299345.527110
  nChanged 2
		SP:Iteration 46Q (175571.270000 sec): 3 clusters
  Score: Raw -4304403.033750 + Penalty 5056.756948 = -4299346.276802
  nChanged 5
		SP:Iteration 47Q (175571.630000 sec): 3 clusters
  Score: Raw -4304404.189149 + Penalty 5056.756948 = -4299347.432201
  nChanged 2
		SP:Iteration 48Q (175571.990000 sec): 3 clusters
  Score: Raw -4304404.538192 + Penalty 5056.756948 = -4299347.781245
  nChanged 0
		SP:Iteration 49F (175572.390000 sec): 3 clusters
  Score: Raw -4304404.538192 + Penalty 5056.756948 = -4299347.781245
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (128138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175573.350000 sec): 2 clusters
  Score: Raw -20793982.894738 + Penalty 2916.694046 = -20791066.200692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175574.490000 sec): 3 clusters
  Score: Raw -20711444.465622 + Penalty 5833.388091 = -20705611.077531
  nChanged 60901
		SP:Iteration 1F (175575.550000 sec): 3 clusters
  Score: Raw -20746332.165074 + Penalty 5833.388091 = -20740498.776982
  nChanged 4842
		SP:Iteration 2Q (175576.720000 sec): 3 clusters
  Score: Raw -20747908.700388 + Penalty 5833.388091 = -20742075.312297
  nChanged 6389
		SP:Iteration 3Q (175577.990000 sec): 3 clusters
  Score: Raw -20750815.178486 + Penalty 5833.388091 = -20744981.790394
  nChanged 8746
		SP:Iteration 4F (175579.160000 sec): 3 clusters
  Score: Raw -20756244.572020 + Penalty 5833.388091 = -20750411.183929
  nChanged 11078
		SP:Iteration 5F (175580.340000 sec): 3 clusters
  Score: Raw -20765074.373058 + Penalty 5833.388091 = -20759240.984967
  nChanged 11714
		SP:Iteration 6F (175581.460000 sec): 3 clusters
  Score: Raw -20776028.241309 + Penalty 5833.388091 = -20770194.853218
  nChanged 9520
		SP:Iteration 7F (175582.650000 sec): 3 clusters
  Score: Raw -20785826.988816 + Penalty 5833.388091 = -20779993.600725
  nChanged 5507
		SP:Iteration 8Q (175583.830000 sec): 3 clusters
  Score: Raw -20791533.709875 + Penalty 5833.388091 = -20785700.321784
  nChanged 1948
		SP:Iteration 9Q (175585.020000 sec): 3 clusters
  Score: Raw -20793480.419521 + Penalty 5833.388091 = -20787647.031430
  nChanged 450
		SP:Iteration 10Q (175586.020000 sec): 3 clusters
  Score: Raw -20793974.410044 + Penalty 5833.388091 = -20788141.021953
  nChanged 112
		SP:Iteration 11Q (175586.980000 sec): 3 clusters
  Score: Raw -20794154.511067 + Penalty 5833.388091 = -20788321.122976
  nChanged 44
		SP:Iteration 12Q (175588.030000 sec): 3 clusters
  Score: Raw -20794228.076917 + Penalty 5833.388091 = -20788394.688825
  nChanged 24
		SP:Iteration 13Q (175589.020000 sec): 3 clusters
  Score: Raw -20794266.706436 + Penalty 5833.388091 = -20788433.318344
  nChanged 11
		SP:Iteration 14Q (175590.060000 sec): 3 clusters
  Score: Raw -20794290.470012 + Penalty 5833.388091 = -20788457.081921
  nChanged 7
		SP:Iteration 15Q (175591.120000 sec): 3 clusters
  Score: Raw -20794303.509339 + Penalty 5833.388091 = -20788470.121248
  nChanged 5
		SP:Iteration 16Q (175592.140000 sec): 3 clusters
  Score: Raw -20794312.218648 + Penalty 5833.388091 = -20788478.830557
  nChanged 4
		SP:Iteration 17Q (175593.140000 sec): 3 clusters
  Score: Raw -20794321.119365 + Penalty 5833.388091 = -20788487.731273
  nChanged 2
		SP:Iteration 18Q (175594.170000 sec): 3 clusters
  Score: Raw -20794324.700382 + Penalty 5833.388091 = -20788491.312291
  nChanged 2
		SP:Iteration 19Q (175595.220000 sec): 3 clusters
  Score: Raw -20794329.091867 + Penalty 5833.388091 = -20788495.703776
  nChanged 0
		SP:Iteration 20F (175596.420000 sec): 3 clusters
  Score: Raw -20794329.091867 + Penalty 5833.388091 = -20788495.703776
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (8248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175596.600000 sec): 2 clusters
  Score: Raw -1169157.843511 + Penalty 2236.396054 = -1166921.447457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175596.830000 sec): 3 clusters
  Score: Raw -1164825.855859 + Penalty 4472.792109 = -1160353.063751
  nChanged 3435
		SP:Iteration 1F (175597.040000 sec): 3 clusters
  Score: Raw -1166903.617680 + Penalty 4472.792109 = -1162430.825572
  nChanged 698
		SP:Iteration 2F (175597.260000 sec): 3 clusters
  Score: Raw -1167397.186030 + Penalty 4472.792109 = -1162924.393921
  nChanged 551
		SP:Iteration 3F (175597.450000 sec): 3 clusters
  Score: Raw -1167779.520157 + Penalty 4472.792109 = -1163306.728048
  nChanged 449
		SP:Iteration 4F (175597.720000 sec): 3 clusters
  Score: Raw -1168133.859978 + Penalty 4472.792109 = -1163661.067870
  nChanged 410
		SP:Iteration 5Q (175597.920000 sec): 3 clusters
  Score: Raw -1168413.372443 + Penalty 4472.792109 = -1163940.580334
  nChanged 359
		SP:Iteration 6Q (175598.130000 sec): 3 clusters
  Score: Raw -1168658.851132 + Penalty 4472.792109 = -1164186.059023
  nChanged 342
		SP:Iteration 7Q (175598.290000 sec): 3 clusters
  Score: Raw -1168888.836612 + Penalty 4472.792109 = -1164416.044504
  nChanged 302
		SP:Iteration 8Q (175598.530000 sec): 3 clusters
  Score: Raw -1169147.516770 + Penalty 4472.792109 = -1164674.724662
  nChanged 326
		SP:Iteration 9Q (175598.730000 sec): 3 clusters
  Score: Raw -1169422.236329 + Penalty 4472.792109 = -1164949.444220
  nChanged 263
		SP:Iteration 10Q (175598.990000 sec): 3 clusters
  Score: Raw -1169627.973963 + Penalty 4472.792109 = -1165155.181854
  nChanged 218
		SP:Iteration 11Q (175599.190000 sec): 3 clusters
  Score: Raw -1169779.022327 + Penalty 4472.792109 = -1165306.230218
  nChanged 182
		SP:Iteration 12Q (175599.340000 sec): 3 clusters
  Score: Raw -1169889.446727 + Penalty 4472.792109 = -1165416.654618
  nChanged 140
		SP:Iteration 13Q (175599.600000 sec): 3 clusters
  Score: Raw -1169982.530943 + Penalty 4472.792109 = -1165509.738835
  nChanged 130
		SP:Iteration 14Q (175599.880000 sec): 3 clusters
  Score: Raw -1170052.260503 + Penalty 4472.792109 = -1165579.468395
  nChanged 103
		SP:Iteration 15Q (175600.140000 sec): 3 clusters
  Score: Raw -1170102.771405 + Penalty 4472.792109 = -1165629.979296
  nChanged 84
		SP:Iteration 16Q (175600.390000 sec): 3 clusters
  Score: Raw -1170142.224608 + Penalty 4472.792109 = -1165669.432499
  nChanged 54
		SP:Iteration 17Q (175600.660000 sec): 3 clusters
  Score: Raw -1170166.470799 + Penalty 4472.792109 = -1165693.678690
  nChanged 61
		SP:Iteration 18Q (175600.870000 sec): 3 clusters
  Score: Raw -1170193.382025 + Penalty 4472.792109 = -1165720.589916
  nChanged 67
		SP:Iteration 19Q (175601.070000 sec): 3 clusters
  Score: Raw -1170216.786469 + Penalty 4472.792109 = -1165743.994361
  nChanged 64
		SP:Iteration 20F (175601.300000 sec): 3 clusters
  Score: Raw -1170241.431820 + Penalty 4472.792109 = -1165768.639711
  nChanged 58
		SP:Iteration 21Q (175601.510000 sec): 3 clusters
  Score: Raw -1170265.054785 + Penalty 4472.792109 = -1165792.262677
  nChanged 49
		SP:Iteration 22Q (175601.740000 sec): 3 clusters
  Score: Raw -1170283.928101 + Penalty 4472.792109 = -1165811.135992
  nChanged 50
		SP:Iteration 23Q (175601.970000 sec): 3 clusters
  Score: Raw -1170307.969884 + Penalty 4472.792109 = -1165835.177775
  nChanged 52
		SP:Iteration 24Q (175602.170000 sec): 3 clusters
  Score: Raw -1170332.179862 + Penalty 4472.792109 = -1165859.387753
  nChanged 59
		SP:Iteration 25Q (175602.380000 sec): 3 clusters
  Score: Raw -1170359.531271 + Penalty 4472.792109 = -1165886.739162
  nChanged 57
		SP:Iteration 26Q (175602.580000 sec): 3 clusters
  Score: Raw -1170382.075583 + Penalty 4472.792109 = -1165909.283474
  nChanged 53
		SP:Iteration 27Q (175602.780000 sec): 3 clusters
  Score: Raw -1170401.300093 + Penalty 4472.792109 = -1165928.507984
  nChanged 47
		SP:Iteration 28Q (175602.990000 sec): 3 clusters
  Score: Raw -1170422.156435 + Penalty 4472.792109 = -1165949.364327
  nChanged 54
		SP:Iteration 29Q (175603.200000 sec): 3 clusters
  Score: Raw -1170445.472905 + Penalty 4472.792109 = -1165972.680796
  nChanged 52
		SP:Iteration 30Q (175603.370000 sec): 3 clusters
  Score: Raw -1170467.059497 + Penalty 4472.792109 = -1165994.267388
  nChanged 56
		SP:Iteration 31Q (175603.600000 sec): 3 clusters
  Score: Raw -1170490.567369 + Penalty 4472.792109 = -1166017.775260
  nChanged 52
		SP:Iteration 32Q (175603.830000 sec): 3 clusters
  Score: Raw -1170513.420108 + Penalty 4472.792109 = -1166040.627999
  nChanged 60
		SP:Iteration 33Q (175603.990000 sec): 3 clusters
  Score: Raw -1170534.706638 + Penalty 4472.792109 = -1166061.914529
  nChanged 49
		SP:Iteration 34Q (175604.250000 sec): 3 clusters
  Score: Raw -1170551.845628 + Penalty 4472.792109 = -1166079.053520
  nChanged 50
		SP:Iteration 35Q (175604.380000 sec): 3 clusters
  Score: Raw -1170570.971396 + Penalty 4472.792109 = -1166098.179287
  nChanged 38
		SP:Iteration 36Q (175604.580000 sec): 3 clusters
  Score: Raw -1170582.391900 + Penalty 4472.792109 = -1166109.599791
  nChanged 23
		SP:Iteration 37Q (175604.740000 sec): 3 clusters
  Score: Raw -1170589.409459 + Penalty 4472.792109 = -1166116.617350
  nChanged 21
		SP:Iteration 38Q (175604.970000 sec): 3 clusters
  Score: Raw -1170595.015984 + Penalty 4472.792109 = -1166122.223875
  nChanged 21
		SP:Iteration 39Q (175605.180000 sec): 3 clusters
  Score: Raw -1170600.895450 + Penalty 4472.792109 = -1166128.103342
  nChanged 15
		SP:Iteration 40F (175605.370000 sec): 3 clusters
  Score: Raw -1170604.358477 + Penalty 4472.792109 = -1166131.566368
  nChanged 13
		SP:Iteration 41Q (175605.590000 sec): 3 clusters
  Score: Raw -1170606.901242 + Penalty 4472.792109 = -1166134.109134
  nChanged 6
		SP:Iteration 42Q (175605.850000 sec): 3 clusters
  Score: Raw -1170608.377014 + Penalty 4472.792109 = -1166135.584905
  nChanged 3
		SP:Iteration 43Q (175606.070000 sec): 3 clusters
  Score: Raw -1170608.994871 + Penalty 4472.792109 = -1166136.202762
  nChanged 3
		SP:Iteration 44Q (175606.260000 sec): 3 clusters
  Score: Raw -1170609.493739 + Penalty 4472.792109 = -1166136.701630
  nChanged 4
		SP:Iteration 45Q (175606.500000 sec): 3 clusters
  Score: Raw -1170610.149914 + Penalty 4472.792109 = -1166137.357805
  nChanged 4
		SP:Iteration 46Q (175606.710000 sec): 3 clusters
  Score: Raw -1170610.962231 + Penalty 4472.792109 = -1166138.170122
  nChanged 5
		SP:Iteration 47Q (175606.970000 sec): 3 clusters
  Score: Raw -1170612.798958 + Penalty 4472.792109 = -1166140.006849
  nChanged 7
		SP:Iteration 48Q (175607.300000 sec): 3 clusters
  Score: Raw -1170615.246298 + Penalty 4472.792109 = -1166142.454189
  nChanged 13
		SP:Iteration 49Q (175607.600000 sec): 3 clusters
  Score: Raw -1170619.308681 + Penalty 4472.792109 = -1166146.516572
  nChanged 11
		SP:Iteration 50Q (175607.880000 sec): 3 clusters
  Score: Raw -1170622.854467 + Penalty 4472.792109 = -1166150.062358
  nChanged 15
		SP:Iteration 51Q (175608.120000 sec): 3 clusters
  Score: Raw -1170627.304209 + Penalty 4472.792109 = -1166154.512100
  nChanged 15
		SP:Iteration 52Q (175608.370000 sec): 3 clusters
  Score: Raw -1170630.858486 + Penalty 4472.792109 = -1166158.066377
  nChanged 15
		SP:Iteration 53Q (175608.590000 sec): 3 clusters
  Score: Raw -1170635.059815 + Penalty 4472.792109 = -1166162.267706
  nChanged 19
		SP:Iteration 54Q (175608.830000 sec): 3 clusters
  Score: Raw -1170640.069458 + Penalty 4472.792109 = -1166167.277350
  nChanged 20
		SP:Iteration 55Q (175609.080000 sec): 3 clusters
  Score: Raw -1170644.784833 + Penalty 4472.792109 = -1166171.992725
  nChanged 14
		SP:Iteration 56Q (175609.290000 sec): 3 clusters
  Score: Raw -1170649.034501 + Penalty 4472.792109 = -1166176.242392
  nChanged 18
		SP:Iteration 57Q (175609.570000 sec): 3 clusters
  Score: Raw -1170655.342877 + Penalty 4472.792109 = -1166182.550768
  nChanged 16
		SP:Iteration 58Q (175609.850000 sec): 3 clusters
  Score: Raw -1170661.183196 + Penalty 4472.792109 = -1166188.391087
  nChanged 21
		SP:Iteration 59Q (175610.060000 sec): 3 clusters
  Score: Raw -1170665.992510 + Penalty 4472.792109 = -1166193.200401
  nChanged 11
		SP:Iteration 60F (175610.250000 sec): 3 clusters
  Score: Raw -1170668.723959 + Penalty 4472.792109 = -1166195.931850
  nChanged 12
		SP:Iteration 61Q (175610.470000 sec): 3 clusters
  Score: Raw -1170671.193334 + Penalty 4472.792109 = -1166198.401225
  nChanged 6
		SP:Iteration 62Q (175610.690000 sec): 3 clusters
  Score: Raw -1170672.109783 + Penalty 4472.792109 = -1166199.317674
  nChanged 4
		SP:Iteration 63Q (175610.940000 sec): 3 clusters
  Score: Raw -1170673.000085 + Penalty 4472.792109 = -1166200.207977
  nChanged 7
		SP:Iteration 64Q (175611.110000 sec): 3 clusters
  Score: Raw -1170674.474917 + Penalty 4472.792109 = -1166201.682808
  nChanged 5
		SP:Iteration 65Q (175611.360000 sec): 3 clusters
  Score: Raw -1170676.134796 + Penalty 4472.792109 = -1166203.342687
  nChanged 8
		SP:Iteration 66Q (175611.630000 sec): 3 clusters
  Score: Raw -1170677.878284 + Penalty 4472.792109 = -1166205.086175
  nChanged 4
		SP:Iteration 67Q (175611.870000 sec): 3 clusters
  Score: Raw -1170679.001488 + Penalty 4472.792109 = -1166206.209380
  nChanged 6
		SP:Iteration 68Q (175612.150000 sec): 3 clusters
  Score: Raw -1170680.509481 + Penalty 4472.792109 = -1166207.717373
  nChanged 8
		SP:Iteration 69Q (175612.410000 sec): 3 clusters
  Score: Raw -1170682.224158 + Penalty 4472.792109 = -1166209.432049
  nChanged 8
		SP:Iteration 70Q (175612.690000 sec): 3 clusters
  Score: Raw -1170683.483715 + Penalty 4472.792109 = -1166210.691606
  nChanged 5
		SP:Iteration 71Q (175612.960000 sec): 3 clusters
  Score: Raw -1170684.547359 + Penalty 4472.792109 = -1166211.755250
  nChanged 5
		SP:Iteration 72Q (175613.210000 sec): 3 clusters
  Score: Raw -1170686.090742 + Penalty 4472.792109 = -1166213.298633
  nChanged 8
		SP:Iteration 73Q (175613.440000 sec): 3 clusters
  Score: Raw -1170688.343001 + Penalty 4472.792109 = -1166215.550892
  nChanged 15
		SP:Iteration 74Q (175613.680000 sec): 3 clusters
  Score: Raw -1170692.869473 + Penalty 4472.792109 = -1166220.077364
  nChanged 28
		SP:Iteration 75Q (175613.900000 sec): 3 clusters
  Score: Raw -1170702.811069 + Penalty 4472.792109 = -1166230.018960
  nChanged 30
		SP:Iteration 76Q (175614.190000 sec): 3 clusters
  Score: Raw -1170716.127487 + Penalty 4472.792109 = -1166243.335379
  nChanged 34
		SP:Iteration 77Q (175614.510000 sec): 3 clusters
  Score: Raw -1170736.368952 + Penalty 4472.792109 = -1166263.576843
  nChanged 45
		SP:Iteration 78Q (175614.780000 sec): 3 clusters
  Score: Raw -1170770.426140 + Penalty 4472.792109 = -1166297.634031
  nChanged 56
		SP:Iteration 79Q (175614.980000 sec): 3 clusters
  Score: Raw -1170800.350000 + Penalty 4472.792109 = -1166327.557891
  nChanged 41
		SP:Iteration 80F (175615.210000 sec): 3 clusters
  Score: Raw -1170816.702717 + Penalty 4472.792109 = -1166343.910608
  nChanged 43
		SP:Iteration 81Q (175615.430000 sec): 3 clusters
  Score: Raw -1170828.762504 + Penalty 4472.792109 = -1166355.970395
  nChanged 30
		SP:Iteration 82Q (175615.710000 sec): 3 clusters
  Score: Raw -1170838.988134 + Penalty 4472.792109 = -1166366.196025
  nChanged 32
		SP:Iteration 83Q (175615.910000 sec): 3 clusters
  Score: Raw -1170851.087438 + Penalty 4472.792109 = -1166378.295329
  nChanged 30
		SP:Iteration 84Q (175616.140000 sec): 3 clusters
  Score: Raw -1170860.275029 + Penalty 4472.792109 = -1166387.482920
  nChanged 23
		SP:Iteration 85Q (175616.360000 sec): 3 clusters
  Score: Raw -1170867.967853 + Penalty 4472.792109 = -1166395.175744
  nChanged 29
		SP:Iteration 86Q (175616.610000 sec): 3 clusters
  Score: Raw -1170879.356173 + Penalty 4472.792109 = -1166406.564064
  nChanged 31
		SP:Iteration 87Q (175616.790000 sec): 3 clusters
  Score: Raw -1170889.951425 + Penalty 4472.792109 = -1166417.159316
  nChanged 33
		SP:Iteration 88Q (175617.070000 sec): 3 clusters
  Score: Raw -1170897.546092 + Penalty 4472.792109 = -1166424.753984
  nChanged 26
		SP:Iteration 89Q (175617.350000 sec): 3 clusters
  Score: Raw -1170903.465741 + Penalty 4472.792109 = -1166430.673632
  nChanged 19
		SP:Iteration 90Q (175617.510000 sec): 3 clusters
  Score: Raw -1170908.918602 + Penalty 4472.792109 = -1166436.126494
  nChanged 21
		SP:Iteration 91Q (175617.770000 sec): 3 clusters
  Score: Raw -1170915.933715 + Penalty 4472.792109 = -1166443.141606
  nChanged 21
		SP:Iteration 92Q (175617.970000 sec): 3 clusters
  Score: Raw -1170920.896508 + Penalty 4472.792109 = -1166448.104399
  nChanged 22
		SP:Iteration 93Q (175618.230000 sec): 3 clusters
  Score: Raw -1170925.828085 + Penalty 4472.792109 = -1166453.035977
  nChanged 13
		SP:Iteration 94Q (175618.450000 sec): 3 clusters
  Score: Raw -1170929.361692 + Penalty 4472.792109 = -1166456.569583
  nChanged 11
		SP:Iteration 95Q (175618.740000 sec): 3 clusters
  Score: Raw -1170932.938281 + Penalty 4472.792109 = -1166460.146172
  nChanged 10
		SP:Iteration 96Q (175619.010000 sec): 3 clusters
  Score: Raw -1170934.792015 + Penalty 4472.792109 = -1166461.999907
  nChanged 10
		SP:Iteration 97Q (175619.240000 sec): 3 clusters
  Score: Raw -1170937.211436 + Penalty 4472.792109 = -1166464.419327
  nChanged 12
		SP:Iteration 98Q (175619.470000 sec): 3 clusters
  Score: Raw -1170939.400725 + Penalty 4472.792109 = -1166466.608616
  nChanged 11
		SP:Iteration 99Q (175619.730000 sec): 3 clusters
  Score: Raw -1170941.336860 + Penalty 4472.792109 = -1166468.544751
  nChanged 4
		SP:Iteration 100F (175619.930000 sec): 3 clusters
  Score: Raw -1170942.218283 + Penalty 4472.792109 = -1166469.426174
  nChanged 5
		SP:Iteration 101Q (175620.160000 sec): 3 clusters
  Score: Raw -1170943.104103 + Penalty 4472.792109 = -1166470.311994
  nChanged 5
		SP:Iteration 102Q (175620.380000 sec): 3 clusters
  Score: Raw -1170944.010650 + Penalty 4472.792109 = -1166471.218542
  nChanged 5
		SP:Iteration 103Q (175620.690000 sec): 3 clusters
  Score: Raw -1170944.932821 + Penalty 4472.792109 = -1166472.140713
  nChanged 6
		SP:Iteration 104Q (175621.020000 sec): 3 clusters
  Score: Raw -1170946.375484 + Penalty 4472.792109 = -1166473.583375
  nChanged 6
		SP:Iteration 105Q (175621.280000 sec): 3 clusters
  Score: Raw -1170948.291459 + Penalty 4472.792109 = -1166475.499350
  nChanged 10
		SP:Iteration 106Q (175621.520000 sec): 3 clusters
  Score: Raw -1170950.734913 + Penalty 4472.792109 = -1166477.942804
  nChanged 7
		SP:Iteration 107Q (175621.780000 sec): 3 clusters
  Score: Raw -1170951.800793 + Penalty 4472.792109 = -1166479.008684
  nChanged 5
		SP:Iteration 108Q (175622.050000 sec): 3 clusters
  Score: Raw -1170953.284913 + Penalty 4472.792109 = -1166480.492804
  nChanged 5
		SP:Iteration 109Q (175622.280000 sec): 3 clusters
  Score: Raw -1170954.434504 + Penalty 4472.792109 = -1166481.642395
  nChanged 2
		SP:Iteration 110Q (175622.560000 sec): 3 clusters
  Score: Raw -1170954.783573 + Penalty 4472.792109 = -1166481.991464
  nChanged 2
		SP:Iteration 111Q (175622.890000 sec): 3 clusters
  Score: Raw -1170955.229209 + Penalty 4472.792109 = -1166482.437100
  nChanged 4
		SP:Iteration 112Q (175623.230000 sec): 3 clusters
  Score: Raw -1170955.860297 + Penalty 4472.792109 = -1166483.068189
  nChanged 0
		SP:Iteration 113F (175623.490000 sec): 3 clusters
  Score: Raw -1170955.860297 + Penalty 4472.792109 = -1166483.068189
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (11477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175623.660000 sec): 2 clusters
  Score: Raw -1792491.500402 + Penalty 2318.328877 = -1790173.171525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175623.930000 sec): 3 clusters
  Score: Raw -1786186.434973 + Penalty 4636.657755 = -1781549.777219
  nChanged 4844
		SP:Iteration 1F (175624.210000 sec): 3 clusters
  Score: Raw -1788857.462917 + Penalty 4636.657755 = -1784220.805163
  nChanged 809
		SP:Iteration 2F (175624.530000 sec): 3 clusters
  Score: Raw -1789276.344404 + Penalty 4636.657755 = -1784639.686650
  nChanged 674
		SP:Iteration 3F (175624.810000 sec): 3 clusters
  Score: Raw -1789659.980774 + Penalty 4636.657755 = -1785023.323019
  nChanged 586
		SP:Iteration 4F (175625.070000 sec): 3 clusters
  Score: Raw -1790010.513136 + Penalty 4636.657755 = -1785373.855382
  nChanged 517
		SP:Iteration 5Q (175625.300000 sec): 3 clusters
  Score: Raw -1790309.619794 + Penalty 4636.657755 = -1785672.962039
  nChanged 509
		SP:Iteration 6Q (175625.630000 sec): 3 clusters
  Score: Raw -1790594.893081 + Penalty 4636.657755 = -1785958.235326
  nChanged 477
		SP:Iteration 7Q (175625.900000 sec): 3 clusters
  Score: Raw -1790859.475052 + Penalty 4636.657755 = -1786222.817298
  nChanged 464
		SP:Iteration 8Q (175626.170000 sec): 3 clusters
  Score: Raw -1791074.429056 + Penalty 4636.657755 = -1786437.771301
  nChanged 386
		SP:Iteration 9Q (175626.410000 sec): 3 clusters
  Score: Raw -1791227.914237 + Penalty 4636.657755 = -1786591.256482
  nChanged 303
		SP:Iteration 10Q (175626.680000 sec): 3 clusters
  Score: Raw -1791329.227332 + Penalty 4636.657755 = -1786692.569577
  nChanged 235
		SP:Iteration 11Q (175626.950000 sec): 3 clusters
  Score: Raw -1791402.243625 + Penalty 4636.657755 = -1786765.585870
  nChanged 176
		SP:Iteration 12Q (175627.340000 sec): 3 clusters
  Score: Raw -1791450.436184 + Penalty 4636.657755 = -1786813.778430
  nChanged 150
		SP:Iteration 13Q (175627.630000 sec): 3 clusters
  Score: Raw -1791490.593208 + Penalty 4636.657755 = -1786853.935454
  nChanged 133
		SP:Iteration 14Q (175627.960000 sec): 3 clusters
  Score: Raw -1791523.521463 + Penalty 4636.657755 = -1786886.863708
  nChanged 106
		SP:Iteration 15Q (175628.220000 sec): 3 clusters
  Score: Raw -1791546.006493 + Penalty 4636.657755 = -1786909.348739
  nChanged 91
		SP:Iteration 16Q (175628.540000 sec): 3 clusters
  Score: Raw -1791564.775928 + Penalty 4636.657755 = -1786928.118173
  nChanged 68
		SP:Iteration 17Q (175628.750000 sec): 3 clusters
  Score: Raw -1791577.849210 + Penalty 4636.657755 = -1786941.191455
  nChanged 62
		SP:Iteration 18Q (175629.110000 sec): 3 clusters
  Score: Raw -1791589.732672 + Penalty 4636.657755 = -1786953.074917
  nChanged 63
		SP:Iteration 19Q (175629.370000 sec): 3 clusters
  Score: Raw -1791602.707219 + Penalty 4636.657755 = -1786966.049464
  nChanged 73
		SP:Iteration 20F (175629.680000 sec): 3 clusters
  Score: Raw -1791619.343966 + Penalty 4636.657755 = -1786982.686211
  nChanged 69
		SP:Iteration 21Q (175629.910000 sec): 3 clusters
  Score: Raw -1791632.066808 + Penalty 4636.657755 = -1786995.409053
  nChanged 55
		SP:Iteration 22Q (175630.120000 sec): 3 clusters
  Score: Raw -1791642.054085 + Penalty 4636.657755 = -1787005.396330
  nChanged 42
		SP:Iteration 23Q (175630.420000 sec): 3 clusters
  Score: Raw -1791647.881400 + Penalty 4636.657755 = -1787011.223645
  nChanged 32
		SP:Iteration 24Q (175630.680000 sec): 3 clusters
  Score: Raw -1791652.446728 + Penalty 4636.657755 = -1787015.788974
  nChanged 27
		SP:Iteration 25Q (175630.950000 sec): 3 clusters
  Score: Raw -1791656.262924 + Penalty 4636.657755 = -1787019.605169
  nChanged 17
		SP:Iteration 26Q (175631.210000 sec): 3 clusters
  Score: Raw -1791658.458229 + Penalty 4636.657755 = -1787021.800475
  nChanged 9
		SP:Iteration 27Q (175631.490000 sec): 3 clusters
  Score: Raw -1791659.788042 + Penalty 4636.657755 = -1787023.130288
  nChanged 14
		SP:Iteration 28Q (175631.780000 sec): 3 clusters
  Score: Raw -1791661.433661 + Penalty 4636.657755 = -1787024.775906
  nChanged 12
		SP:Iteration 29Q (175632.030000 sec): 3 clusters
  Score: Raw -1791662.940110 + Penalty 4636.657755 = -1787026.282355
  nChanged 15
		SP:Iteration 30Q (175632.340000 sec): 3 clusters
  Score: Raw -1791665.466969 + Penalty 4636.657755 = -1787028.809215
  nChanged 17
		SP:Iteration 31Q (175632.550000 sec): 3 clusters
  Score: Raw -1791668.934804 + Penalty 4636.657755 = -1787032.277049
  nChanged 18
		SP:Iteration 32Q (175632.820000 sec): 3 clusters
  Score: Raw -1791671.328630 + Penalty 4636.657755 = -1787034.670875
  nChanged 9
		SP:Iteration 33Q (175633.090000 sec): 3 clusters
  Score: Raw -1791672.352092 + Penalty 4636.657755 = -1787035.694337
  nChanged 9
		SP:Iteration 34Q (175633.390000 sec): 3 clusters
  Score: Raw -1791673.561553 + Penalty 4636.657755 = -1787036.903798
  nChanged 9
		SP:Iteration 35Q (175633.680000 sec): 3 clusters
  Score: Raw -1791674.676848 + Penalty 4636.657755 = -1787038.019093
  nChanged 6
		SP:Iteration 36Q (175633.900000 sec): 3 clusters
  Score: Raw -1791675.589244 + Penalty 4636.657755 = -1787038.931489
  nChanged 6
		SP:Iteration 37Q (175634.150000 sec): 3 clusters
  Score: Raw -1791676.399552 + Penalty 4636.657755 = -1787039.741798
  nChanged 6
		SP:Iteration 38Q (175634.470000 sec): 3 clusters
  Score: Raw -1791677.096381 + Penalty 4636.657755 = -1787040.438626
  nChanged 3
		SP:Iteration 39Q (175634.670000 sec): 3 clusters
  Score: Raw -1791677.691531 + Penalty 4636.657755 = -1787041.033776
  nChanged 4
		SP:Iteration 40F (175634.890000 sec): 3 clusters
  Score: Raw -1791678.159004 + Penalty 4636.657755 = -1787041.501249
  nChanged 2
		SP:Iteration 41Q (175635.180000 sec): 3 clusters
  Score: Raw -1791678.402962 + Penalty 4636.657755 = -1787041.745207
  nChanged 2
		SP:Iteration 42Q (175635.440000 sec): 3 clusters
  Score: Raw -1791678.624188 + Penalty 4636.657755 = -1787041.966434
  nChanged 1
		SP:Iteration 43Q (175635.670000 sec): 3 clusters
  Score: Raw -1791678.691122 + Penalty 4636.657755 = -1787042.033367
  nChanged 0
		SP:Iteration 44F (175635.850000 sec): 3 clusters
  Score: Raw -1791678.691122 + Penalty 4636.657755 = -1787042.033367
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (10514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175636.010000 sec): 2 clusters
  Score: Raw -1673880.963788 + Penalty 2296.594819 = -1671584.368968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175636.190000 sec): 3 clusters
  Score: Raw -1668253.069053 + Penalty 4593.189639 = -1663659.879414
  nChanged 4362
		SP:Iteration 1F (175636.380000 sec): 3 clusters
  Score: Raw -1670650.341556 + Penalty 4593.189639 = -1666057.151917
  nChanged 650
		SP:Iteration 2F (175636.560000 sec): 3 clusters
  Score: Raw -1670948.375792 + Penalty 4593.189639 = -1666355.186154
  nChanged 506
		SP:Iteration 3Q (175636.810000 sec): 3 clusters
  Score: Raw -1671177.016538 + Penalty 4593.189639 = -1666583.826899
  nChanged 451
		SP:Iteration 4Q (175637.020000 sec): 3 clusters
  Score: Raw -1671372.146428 + Penalty 4593.189639 = -1666778.956789
  nChanged 387
		SP:Iteration 5Q (175637.210000 sec): 3 clusters
  Score: Raw -1671556.214834 + Penalty 4593.189639 = -1666963.025195
  nChanged 384
		SP:Iteration 6Q (175637.450000 sec): 3 clusters
  Score: Raw -1671743.293684 + Penalty 4593.189639 = -1667150.104045
  nChanged 386
		SP:Iteration 7Q (175637.690000 sec): 3 clusters
  Score: Raw -1671936.969424 + Penalty 4593.189639 = -1667343.779785
  nChanged 366
		SP:Iteration 8Q (175637.940000 sec): 3 clusters
  Score: Raw -1672141.741577 + Penalty 4593.189639 = -1667548.551939
  nChanged 389
		SP:Iteration 9Q (175638.100000 sec): 3 clusters
  Score: Raw -1672363.980725 + Penalty 4593.189639 = -1667770.791086
  nChanged 366
		SP:Iteration 10Q (175638.320000 sec): 3 clusters
  Score: Raw -1672616.869282 + Penalty 4593.189639 = -1668023.679643
  nChanged 395
		SP:Iteration 11Q (175638.560000 sec): 3 clusters
  Score: Raw -1672903.670537 + Penalty 4593.189639 = -1668310.480898
  nChanged 375
		SP:Iteration 12Q (175638.790000 sec): 3 clusters
  Score: Raw -1673126.443406 + Penalty 4593.189639 = -1668533.253767
  nChanged 326
		SP:Iteration 13Q (175639.020000 sec): 3 clusters
  Score: Raw -1673306.050906 + Penalty 4593.189639 = -1668712.861267
  nChanged 298
		SP:Iteration 14Q (175639.200000 sec): 3 clusters
  Score: Raw -1673467.994409 + Penalty 4593.189639 = -1668874.804771
  nChanged 287
		SP:Iteration 15Q (175639.380000 sec): 3 clusters
  Score: Raw -1673636.444479 + Penalty 4593.189639 = -1669043.254840
  nChanged 255
		SP:Iteration 16Q (175639.630000 sec): 3 clusters
  Score: Raw -1673775.181154 + Penalty 4593.189639 = -1669181.991515
  nChanged 213
		SP:Iteration 17Q (175639.890000 sec): 3 clusters
  Score: Raw -1673877.019211 + Penalty 4593.189639 = -1669283.829572
  nChanged 184
		SP:Iteration 18Q (175640.100000 sec): 3 clusters
  Score: Raw -1673962.372440 + Penalty 4593.189639 = -1669369.182801
  nChanged 154
		SP:Iteration 19Q (175640.340000 sec): 3 clusters
  Score: Raw -1674022.858844 + Penalty 4593.189639 = -1669429.669206
  nChanged 112
		SP:Iteration 20F (175640.560000 sec): 3 clusters
  Score: Raw -1674068.707536 + Penalty 4593.189639 = -1669475.517898
  nChanged 97
		SP:Iteration 21Q (175640.790000 sec): 3 clusters
  Score: Raw -1674100.312467 + Penalty 4593.189639 = -1669507.122829
  nChanged 76
		SP:Iteration 22Q (175641.030000 sec): 3 clusters
  Score: Raw -1674122.174776 + Penalty 4593.189639 = -1669528.985137
  nChanged 60
		SP:Iteration 23Q (175641.260000 sec): 3 clusters
  Score: Raw -1674139.036053 + Penalty 4593.189639 = -1669545.846414
  nChanged 59
		SP:Iteration 24Q (175641.520000 sec): 3 clusters
  Score: Raw -1674156.040946 + Penalty 4593.189639 = -1669562.851307
  nChanged 47
		SP:Iteration 25Q (175641.740000 sec): 3 clusters
  Score: Raw -1674166.641856 + Penalty 4593.189639 = -1669573.452217
  nChanged 38
		SP:Iteration 26Q (175642.020000 sec): 3 clusters
  Score: Raw -1674177.006347 + Penalty 4593.189639 = -1669583.816708
  nChanged 32
		SP:Iteration 27Q (175642.230000 sec): 3 clusters
  Score: Raw -1674185.998502 + Penalty 4593.189639 = -1669592.808863
  nChanged 29
		SP:Iteration 28Q (175642.460000 sec): 3 clusters
  Score: Raw -1674192.698814 + Penalty 4593.189639 = -1669599.509176
  nChanged 29
		SP:Iteration 29Q (175642.640000 sec): 3 clusters
  Score: Raw -1674200.581121 + Penalty 4593.189639 = -1669607.391482
  nChanged 29
		SP:Iteration 30Q (175642.970000 sec): 3 clusters
  Score: Raw -1674206.908155 + Penalty 4593.189639 = -1669613.718516
  nChanged 23
		SP:Iteration 31Q (175643.260000 sec): 3 clusters
  Score: Raw -1674212.251312 + Penalty 4593.189639 = -1669619.061673
  nChanged 24
		SP:Iteration 32Q (175643.560000 sec): 3 clusters
  Score: Raw -1674217.142787 + Penalty 4593.189639 = -1669623.953148
  nChanged 16
		SP:Iteration 33Q (175643.780000 sec): 3 clusters
  Score: Raw -1674220.193105 + Penalty 4593.189639 = -1669627.003467
  nChanged 10
		SP:Iteration 34Q (175644.090000 sec): 3 clusters
  Score: Raw -1674223.392352 + Penalty 4593.189639 = -1669630.202713
  nChanged 18
		SP:Iteration 35Q (175644.410000 sec): 3 clusters
  Score: Raw -1674227.287912 + Penalty 4593.189639 = -1669634.098273
  nChanged 17
		SP:Iteration 36Q (175644.690000 sec): 3 clusters
  Score: Raw -1674231.169846 + Penalty 4593.189639 = -1669637.980207
  nChanged 15
		SP:Iteration 37Q (175644.950000 sec): 3 clusters
  Score: Raw -1674234.533146 + Penalty 4593.189639 = -1669641.343508
  nChanged 12
		SP:Iteration 38Q (175645.210000 sec): 3 clusters
  Score: Raw -1674237.302875 + Penalty 4593.189639 = -1669644.113237
  nChanged 12
		SP:Iteration 39Q (175645.430000 sec): 3 clusters
  Score: Raw -1674240.714087 + Penalty 4593.189639 = -1669647.524449
  nChanged 14
		SP:Iteration 40F (175645.660000 sec): 3 clusters
  Score: Raw -1674244.319439 + Penalty 4593.189639 = -1669651.129800
  nChanged 11
		SP:Iteration 41Q (175645.870000 sec): 3 clusters
  Score: Raw -1674247.287011 + Penalty 4593.189639 = -1669654.097373
  nChanged 18
		SP:Iteration 42Q (175646.130000 sec): 3 clusters
  Score: Raw -1674251.562756 + Penalty 4593.189639 = -1669658.373118
  nChanged 13
		SP:Iteration 43Q (175646.430000 sec): 3 clusters
  Score: Raw -1674254.302455 + Penalty 4593.189639 = -1669661.112816
  nChanged 9
		SP:Iteration 44Q (175646.670000 sec): 3 clusters
  Score: Raw -1674256.679485 + Penalty 4593.189639 = -1669663.489846
  nChanged 15
		SP:Iteration 45Q (175647.020000 sec): 3 clusters
  Score: Raw -1674260.159506 + Penalty 4593.189639 = -1669666.969868
  nChanged 13
		SP:Iteration 46Q (175647.260000 sec): 3 clusters
  Score: Raw -1674262.858995 + Penalty 4593.189639 = -1669669.669356
  nChanged 12
		SP:Iteration 47Q (175647.550000 sec): 3 clusters
  Score: Raw -1674265.394256 + Penalty 4593.189639 = -1669672.204617
  nChanged 7
		SP:Iteration 48Q (175647.760000 sec): 3 clusters
  Score: Raw -1674266.670932 + Penalty 4593.189639 = -1669673.481294
  nChanged 6
		SP:Iteration 49Q (175647.950000 sec): 3 clusters
  Score: Raw -1674267.316518 + Penalty 4593.189639 = -1669674.126879
  nChanged 5
		SP:Iteration 50Q (175648.140000 sec): 3 clusters
  Score: Raw -1674268.019439 + Penalty 4593.189639 = -1669674.829800
  nChanged 6
		SP:Iteration 51Q (175648.330000 sec): 3 clusters
  Score: Raw -1674268.967661 + Penalty 4593.189639 = -1669675.778022
  nChanged 4
		SP:Iteration 52Q (175648.520000 sec): 3 clusters
  Score: Raw -1674269.547201 + Penalty 4593.189639 = -1669676.357562
  nChanged 2
		SP:Iteration 53Q (175648.710000 sec): 3 clusters
  Score: Raw -1674269.839451 + Penalty 4593.189639 = -1669676.649813
  nChanged 1
		SP:Iteration 54Q (175648.900000 sec): 3 clusters
  Score: Raw -1674270.014466 + Penalty 4593.189639 = -1669676.824827
  nChanged 1
		SP:Iteration 55Q (175649.090000 sec): 3 clusters
  Score: Raw -1674270.128756 + Penalty 4593.189639 = -1669676.939117
  nChanged 0
		SP:Iteration 56F (175649.280000 sec): 3 clusters
  Score: Raw -1674270.128756 + Penalty 4593.189639 = -1669676.939117
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 21 (8251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175649.380000 sec): 2 clusters
  Score: Raw -1264311.236692 + Penalty 2236.486242 = -1262074.750451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175649.630000 sec): 3 clusters
  Score: Raw -1260006.809520 + Penalty 4472.972483 = -1255533.837037
  nChanged 3364
		SP:Iteration 1F (175649.840000 sec): 3 clusters
  Score: Raw -1261970.788787 + Penalty 4472.972483 = -1257497.816304
  nChanged 662
		SP:Iteration 2F (175650.050000 sec): 3 clusters
  Score: Raw -1262394.210898 + Penalty 4472.972483 = -1257921.238415
  nChanged 524
		SP:Iteration 3F (175650.320000 sec): 3 clusters
  Score: Raw -1262747.662206 + Penalty 4472.972483 = -1258274.689723
  nChanged 476
		SP:Iteration 4F (175650.540000 sec): 3 clusters
  Score: Raw -1263051.313731 + Penalty 4472.972483 = -1258578.341248
  nChanged 458
		SP:Iteration 5F (175650.750000 sec): 3 clusters
  Score: Raw -1263330.687432 + Penalty 4472.972483 = -1258857.714949
  nChanged 395
		SP:Iteration 6Q (175650.960000 sec): 3 clusters
  Score: Raw -1263555.827173 + Penalty 4472.972483 = -1259082.854690
  nChanged 350
		SP:Iteration 7Q (175651.170000 sec): 3 clusters
  Score: Raw -1263772.778741 + Penalty 4472.972483 = -1259299.806258
  nChanged 356
		SP:Iteration 8Q (175651.380000 sec): 3 clusters
  Score: Raw -1264002.088891 + Penalty 4472.972483 = -1259529.116408
  nChanged 339
		SP:Iteration 9Q (175651.600000 sec): 3 clusters
  Score: Raw -1264217.397948 + Penalty 4472.972483 = -1259744.425465
  nChanged 307
		SP:Iteration 10Q (175651.810000 sec): 3 clusters
  Score: Raw -1264422.382846 + Penalty 4472.972483 = -1259949.410363
  nChanged 304
		SP:Iteration 11Q (175652.070000 sec): 3 clusters
  Score: Raw -1264630.818245 + Penalty 4472.972483 = -1260157.845761
  nChanged 253
		SP:Iteration 12Q (175652.280000 sec): 3 clusters
  Score: Raw -1264803.458306 + Penalty 4472.972483 = -1260330.485822
  nChanged 229
		SP:Iteration 13Q (175652.500000 sec): 3 clusters
  Score: Raw -1264944.037478 + Penalty 4472.972483 = -1260471.064995
  nChanged 167
		SP:Iteration 14Q (175652.710000 sec): 3 clusters
  Score: Raw -1265046.675537 + Penalty 4472.972483 = -1260573.703054
  nChanged 140
		SP:Iteration 15Q (175652.930000 sec): 3 clusters
  Score: Raw -1265125.982914 + Penalty 4472.972483 = -1260653.010430
  nChanged 109
		SP:Iteration 16Q (175653.150000 sec): 3 clusters
  Score: Raw -1265187.204869 + Penalty 4472.972483 = -1260714.232385
  nChanged 81
		SP:Iteration 17Q (175653.370000 sec): 3 clusters
  Score: Raw -1265232.668410 + Penalty 4472.972483 = -1260759.695927
  nChanged 63
		SP:Iteration 18Q (175653.590000 sec): 3 clusters
  Score: Raw -1265264.676984 + Penalty 4472.972483 = -1260791.704501
  nChanged 51
		SP:Iteration 19Q (175653.810000 sec): 3 clusters
  Score: Raw -1265290.644490 + Penalty 4472.972483 = -1260817.672007
  nChanged 42
		SP:Iteration 20F (175654.040000 sec): 3 clusters
  Score: Raw -1265311.729563 + Penalty 4472.972483 = -1260838.757080
  nChanged 33
		SP:Iteration 21Q (175654.260000 sec): 3 clusters
  Score: Raw -1265326.080348 + Penalty 4472.972483 = -1260853.107864
  nChanged 21
		SP:Iteration 22Q (175654.520000 sec): 3 clusters
  Score: Raw -1265336.157060 + Penalty 4472.972483 = -1260863.184577
  nChanged 14
		SP:Iteration 23Q (175654.740000 sec): 3 clusters
  Score: Raw -1265344.129493 + Penalty 4472.972483 = -1260871.157009
  nChanged 11
		SP:Iteration 24Q (175654.960000 sec): 3 clusters
  Score: Raw -1265349.104009 + Penalty 4472.972483 = -1260876.131525
  nChanged 6
		SP:Iteration 25Q (175655.260000 sec): 3 clusters
  Score: Raw -1265351.685997 + Penalty 4472.972483 = -1260878.713514
  nChanged 3
		SP:Iteration 26Q (175655.440000 sec): 3 clusters
  Score: Raw -1265352.737974 + Penalty 4472.972483 = -1260879.765490
  nChanged 4
		SP:Iteration 27Q (175655.740000 sec): 3 clusters
  Score: Raw -1265354.835559 + Penalty 4472.972483 = -1260881.863076
  nChanged 3
		SP:Iteration 28Q (175655.950000 sec): 3 clusters
  Score: Raw -1265356.262616 + Penalty 4472.972483 = -1260883.290132
  nChanged 2
		SP:Iteration 29Q (175656.170000 sec): 3 clusters
  Score: Raw -1265357.237141 + Penalty 4472.972483 = -1260884.264658
  nChanged 3
		SP:Iteration 30Q (175656.390000 sec): 3 clusters
  Score: Raw -1265358.325864 + Penalty 4472.972483 = -1260885.353381
  nChanged 1
		SP:Iteration 31Q (175656.600000 sec): 3 clusters
  Score: Raw -1265358.640091 + Penalty 4472.972483 = -1260885.667607
  nChanged 0
		SP:Iteration 32F (175656.820000 sec): 3 clusters
  Score: Raw -1265358.640091 + Penalty 4472.972483 = -1260885.667607
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 22 (11892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175656.980000 sec): 2 clusters
  Score: Raw -1807275.152806 + Penalty 2327.138054 = -1804948.014753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175657.280000 sec): 3 clusters
  Score: Raw -1800742.502352 + Penalty 4654.276107 = -1796088.226245
  nChanged 5053
		SP:Iteration 1F (175657.540000 sec): 3 clusters
  Score: Raw -1803623.730061 + Penalty 4654.276107 = -1798969.453954
  nChanged 828
		SP:Iteration 2F (175657.820000 sec): 3 clusters
  Score: Raw -1804105.389253 + Penalty 4654.276107 = -1799451.113145
  nChanged 697
		SP:Iteration 3F (175658.110000 sec): 3 clusters
  Score: Raw -1804551.920371 + Penalty 4654.276107 = -1799897.644264
  nChanged 676
		SP:Iteration 4F (175658.380000 sec): 3 clusters
  Score: Raw -1805021.198980 + Penalty 4654.276107 = -1800366.922873
  nChanged 670
		SP:Iteration 5F (175658.640000 sec): 3 clusters
  Score: Raw -1805390.537325 + Penalty 4654.276107 = -1800736.261218
  nChanged 541
		SP:Iteration 6Q (175658.900000 sec): 3 clusters
  Score: Raw -1805665.407346 + Penalty 4654.276107 = -1801011.131238
  nChanged 465
		SP:Iteration 7Q (175659.170000 sec): 3 clusters
  Score: Raw -1805868.768016 + Penalty 4654.276107 = -1801214.491908
  nChanged 375
		SP:Iteration 8Q (175659.430000 sec): 3 clusters
  Score: Raw -1806025.865721 + Penalty 4654.276107 = -1801371.589614
  nChanged 321
		SP:Iteration 9Q (175659.690000 sec): 3 clusters
  Score: Raw -1806154.835802 + Penalty 4654.276107 = -1801500.559695
  nChanged 291
		SP:Iteration 10Q (175659.960000 sec): 3 clusters
  Score: Raw -1806263.921840 + Penalty 4654.276107 = -1801609.645732
  nChanged 275
		SP:Iteration 11Q (175660.220000 sec): 3 clusters
  Score: Raw -1806374.190940 + Penalty 4654.276107 = -1801719.914833
  nChanged 301
		SP:Iteration 12Q (175660.480000 sec): 3 clusters
  Score: Raw -1806512.691911 + Penalty 4654.276107 = -1801858.415804
  nChanged 273
		SP:Iteration 13Q (175660.750000 sec): 3 clusters
  Score: Raw -1806646.347525 + Penalty 4654.276107 = -1801992.071417
  nChanged 284
		SP:Iteration 14Q (175661.060000 sec): 3 clusters
  Score: Raw -1806793.055934 + Penalty 4654.276107 = -1802138.779827
  nChanged 284
		SP:Iteration 15Q (175661.320000 sec): 3 clusters
  Score: Raw -1806957.408446 + Penalty 4654.276107 = -1802303.132339
  nChanged 309
		SP:Iteration 16Q (175661.580000 sec): 3 clusters
  Score: Raw -1807123.783246 + Penalty 4654.276107 = -1802469.507139
  nChanged 270
		SP:Iteration 17Q (175661.850000 sec): 3 clusters
  Score: Raw -1807276.813270 + Penalty 4654.276107 = -1802622.537163
  nChanged 237
		SP:Iteration 18Q (175662.110000 sec): 3 clusters
  Score: Raw -1807420.153877 + Penalty 4654.276107 = -1802765.877769
  nChanged 209
		SP:Iteration 19Q (175662.370000 sec): 3 clusters
  Score: Raw -1807542.741764 + Penalty 4654.276107 = -1802888.465656
  nChanged 189
		SP:Iteration 20F (175662.640000 sec): 3 clusters
  Score: Raw -1807666.090720 + Penalty 4654.276107 = -1803011.814613
  nChanged 183
		SP:Iteration 21Q (175662.850000 sec): 3 clusters
  Score: Raw -1807794.548940 + Penalty 4654.276107 = -1803140.272833
  nChanged 143
		SP:Iteration 22Q (175663.070000 sec): 3 clusters
  Score: Raw -1807886.009914 + Penalty 4654.276107 = -1803231.733807
  nChanged 106
		SP:Iteration 23Q (175663.340000 sec): 3 clusters
  Score: Raw -1807954.399111 + Penalty 4654.276107 = -1803300.123004
  nChanged 93
		SP:Iteration 24Q (175663.560000 sec): 3 clusters
  Score: Raw -1808020.402873 + Penalty 4654.276107 = -1803366.126766
  nChanged 82
		SP:Iteration 25Q (175663.820000 sec): 3 clusters
  Score: Raw -1808068.205207 + Penalty 4654.276107 = -1803413.929100
  nChanged 62
		SP:Iteration 26Q (175664.040000 sec): 3 clusters
  Score: Raw -1808103.412348 + Penalty 4654.276107 = -1803449.136241
  nChanged 45
		SP:Iteration 27Q (175664.300000 sec): 3 clusters
  Score: Raw -1808123.658070 + Penalty 4654.276107 = -1803469.381962
  nChanged 37
		SP:Iteration 28Q (175664.520000 sec): 3 clusters
  Score: Raw -1808140.227497 + Penalty 4654.276107 = -1803485.951390
  nChanged 30
		SP:Iteration 29Q (175664.780000 sec): 3 clusters
  Score: Raw -1808151.947671 + Penalty 4654.276107 = -1803497.671563
  nChanged 22
		SP:Iteration 30Q (175665.000000 sec): 3 clusters
  Score: Raw -1808159.207121 + Penalty 4654.276107 = -1803504.931013
  nChanged 14
		SP:Iteration 31Q (175665.270000 sec): 3 clusters
  Score: Raw -1808164.550702 + Penalty 4654.276107 = -1803510.274595
  nChanged 12
		SP:Iteration 32Q (175665.480000 sec): 3 clusters
  Score: Raw -1808168.540936 + Penalty 4654.276107 = -1803514.264829
  nChanged 16
		SP:Iteration 33Q (175665.750000 sec): 3 clusters
  Score: Raw -1808176.185571 + Penalty 4654.276107 = -1803521.909464
  nChanged 10
		SP:Iteration 34Q (175665.970000 sec): 3 clusters
  Score: Raw -1808179.684689 + Penalty 4654.276107 = -1803525.408581
  nChanged 9
		SP:Iteration 35Q (175666.230000 sec): 3 clusters
  Score: Raw -1808182.505687 + Penalty 4654.276107 = -1803528.229580
  nChanged 6
		SP:Iteration 36Q (175666.450000 sec): 3 clusters
  Score: Raw -1808184.801958 + Penalty 4654.276107 = -1803530.525850
  nChanged 10
		SP:Iteration 37Q (175666.710000 sec): 3 clusters
  Score: Raw -1808187.609982 + Penalty 4654.276107 = -1803533.333875
  nChanged 16
		SP:Iteration 38Q (175666.930000 sec): 3 clusters
  Score: Raw -1808193.226400 + Penalty 4654.276107 = -1803538.950292
  nChanged 10
		SP:Iteration 39Q (175667.190000 sec): 3 clusters
  Score: Raw -1808196.845808 + Penalty 4654.276107 = -1803542.569701
  nChanged 10
		SP:Iteration 40F (175667.460000 sec): 3 clusters
  Score: Raw -1808200.471124 + Penalty 4654.276107 = -1803546.195017
  nChanged 7
		SP:Iteration 41Q (175667.680000 sec): 3 clusters
  Score: Raw -1808202.200287 + Penalty 4654.276107 = -1803547.924180
  nChanged 5
		SP:Iteration 42Q (175667.970000 sec): 3 clusters
  Score: Raw -1808203.332557 + Penalty 4654.276107 = -1803549.056450
  nChanged 7
		SP:Iteration 43Q (175668.260000 sec): 3 clusters
  Score: Raw -1808205.030715 + Penalty 4654.276107 = -1803550.754608
  nChanged 2
		SP:Iteration 44Q (175668.530000 sec): 3 clusters
  Score: Raw -1808205.514434 + Penalty 4654.276107 = -1803551.238327
  nChanged 2
		SP:Iteration 45Q (175668.770000 sec): 3 clusters
  Score: Raw -1808205.673001 + Penalty 4654.276107 = -1803551.396894
  nChanged 2
		SP:Iteration 46Q (175669.070000 sec): 3 clusters
  Score: Raw -1808206.055863 + Penalty 4654.276107 = -1803551.779755
  nChanged 1
		SP:Iteration 47Q (175669.260000 sec): 3 clusters
  Score: Raw -1808206.419814 + Penalty 4654.276107 = -1803552.143707
  nChanged 4
		SP:Iteration 48Q (175669.450000 sec): 3 clusters
  Score: Raw -1808207.005060 + Penalty 4654.276107 = -1803552.728953
  nChanged 0
		SP:Iteration 49F (175669.670000 sec): 3 clusters
  Score: Raw -1808207.005060 + Penalty 4654.276107 = -1803552.728953
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 23 (4621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175669.820000 sec): 2 clusters
  Score: Raw -632539.078063 + Penalty 2092.714870 = -630446.363193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175670.000000 sec): 3 clusters
  Score: Raw -630390.383479 + Penalty 4185.429740 = -626204.953740
  nChanged 1799
		SP:Iteration 1F (175670.200000 sec): 3 clusters
  Score: Raw -631648.261410 + Penalty 4185.429740 = -627462.831670
  nChanged 448
		SP:Iteration 2F (175670.370000 sec): 3 clusters
  Score: Raw -632088.152098 + Penalty 4185.429740 = -627902.722358
  nChanged 311
		SP:Iteration 3F (175670.570000 sec): 3 clusters
  Score: Raw -632384.148608 + Penalty 4185.429740 = -628198.718868
  nChanged 236
		SP:Iteration 4F (175670.740000 sec): 3 clusters
  Score: Raw -632572.513931 + Penalty 4185.429740 = -628387.084191
  nChanged 195
		SP:Iteration 5Q (175670.990000 sec): 3 clusters
  Score: Raw -632729.074129 + Penalty 4185.429740 = -628543.644389
  nChanged 180
		SP:Iteration 6Q (175671.220000 sec): 3 clusters
  Score: Raw -632856.741525 + Penalty 4185.429740 = -628671.311786
  nChanged 138
		SP:Iteration 7Q (175671.440000 sec): 3 clusters
  Score: Raw -632951.240363 + Penalty 4185.429740 = -628765.810623
  nChanged 108
		SP:Iteration 8Q (175671.650000 sec): 3 clusters
  Score: Raw -633016.795974 + Penalty 4185.429740 = -628831.366234
  nChanged 98
		SP:Iteration 9Q (175671.840000 sec): 3 clusters
  Score: Raw -633062.918132 + Penalty 4185.429740 = -628877.488392
  nChanged 73
		SP:Iteration 10Q (175671.980000 sec): 3 clusters
  Score: Raw -633109.572076 + Penalty 4185.429740 = -628924.142336
  nChanged 69
		SP:Iteration 11Q (175672.180000 sec): 3 clusters
  Score: Raw -633151.971643 + Penalty 4185.429740 = -628966.541904
  nChanged 71
		SP:Iteration 12Q (175672.350000 sec): 3 clusters
  Score: Raw -633186.374034 + Penalty 4185.429740 = -629000.944294
  nChanged 52
		SP:Iteration 13Q (175672.530000 sec): 3 clusters
  Score: Raw -633213.993126 + Penalty 4185.429740 = -629028.563386
  nChanged 50
		SP:Iteration 14Q (175672.710000 sec): 3 clusters
  Score: Raw -633238.273704 + Penalty 4185.429740 = -629052.843965
  nChanged 46
		SP:Iteration 15Q (175672.900000 sec): 3 clusters
  Score: Raw -633260.152883 + Penalty 4185.429740 = -629074.723143
  nChanged 32
		SP:Iteration 16Q (175673.090000 sec): 3 clusters
  Score: Raw -633273.793756 + Penalty 4185.429740 = -629088.364016
  nChanged 25
		SP:Iteration 17Q (175673.260000 sec): 3 clusters
  Score: Raw -633285.798637 + Penalty 4185.429740 = -629100.368897
  nChanged 29
		SP:Iteration 18Q (175673.470000 sec): 3 clusters
  Score: Raw -633299.936999 + Penalty 4185.429740 = -629114.507259
  nChanged 29
		SP:Iteration 19Q (175673.600000 sec): 3 clusters
  Score: Raw -633311.757441 + Penalty 4185.429740 = -629126.327701
  nChanged 22
		SP:Iteration 20F (175673.790000 sec): 3 clusters
  Score: Raw -633320.651061 + Penalty 4185.429740 = -629135.221322
  nChanged 20
		SP:Iteration 21Q (175673.950000 sec): 3 clusters
  Score: Raw -633331.174892 + Penalty 4185.429740 = -629145.745152
  nChanged 23
		SP:Iteration 22Q (175674.110000 sec): 3 clusters
  Score: Raw -633343.463549 + Penalty 4185.429740 = -629158.033809
  nChanged 23
		SP:Iteration 23Q (175674.250000 sec): 3 clusters
  Score: Raw -633351.533154 + Penalty 4185.429740 = -629166.103415
  nChanged 24
		SP:Iteration 24Q (175674.420000 sec): 3 clusters
  Score: Raw -633360.301638 + Penalty 4185.429740 = -629174.871898
  nChanged 20
		SP:Iteration 25Q (175674.580000 sec): 3 clusters
  Score: Raw -633366.000410 + Penalty 4185.429740 = -629180.570670
  nChanged 14
		SP:Iteration 26Q (175674.810000 sec): 3 clusters
  Score: Raw -633369.878406 + Penalty 4185.429740 = -629184.448667
  nChanged 9
		SP:Iteration 27Q (175674.930000 sec): 3 clusters
  Score: Raw -633372.376804 + Penalty 4185.429740 = -629186.947064
  nChanged 9
		SP:Iteration 28Q (175675.110000 sec): 3 clusters
  Score: Raw -633375.979345 + Penalty 4185.429740 = -629190.549606
  nChanged 12
		SP:Iteration 29Q (175675.290000 sec): 3 clusters
  Score: Raw -633380.752933 + Penalty 4185.429740 = -629195.323193
  nChanged 11
		SP:Iteration 30Q (175675.450000 sec): 3 clusters
  Score: Raw -633383.975231 + Penalty 4185.429740 = -629198.545492
  nChanged 5
		SP:Iteration 31Q (175675.610000 sec): 3 clusters
  Score: Raw -633386.190597 + Penalty 4185.429740 = -629200.760857
  nChanged 7
		SP:Iteration 32Q (175675.790000 sec): 3 clusters
  Score: Raw -633388.397539 + Penalty 4185.429740 = -629202.967799
  nChanged 9
		SP:Iteration 33Q (175675.930000 sec): 3 clusters
  Score: Raw -633391.248366 + Penalty 4185.429740 = -629205.818626
  nChanged 9
		SP:Iteration 34Q (175676.120000 sec): 3 clusters
  Score: Raw -633394.376599 + Penalty 4185.429740 = -629208.946859
  nChanged 5
		SP:Iteration 35Q (175676.290000 sec): 3 clusters
  Score: Raw -633395.579588 + Penalty 4185.429740 = -629210.149849
  nChanged 4
		SP:Iteration 36Q (175676.510000 sec): 3 clusters
  Score: Raw -633396.461833 + Penalty 4185.429740 = -629211.032093
  nChanged 2
		SP:Iteration 37Q (175676.690000 sec): 3 clusters
  Score: Raw -633397.235207 + Penalty 4185.429740 = -629211.805468
  nChanged 1
		SP:Iteration 38Q (175676.830000 sec): 3 clusters
  Score: Raw -633397.576090 + Penalty 4185.429740 = -629212.146350
  nChanged 1
		SP:Iteration 39Q (175677.020000 sec): 3 clusters
  Score: Raw -633397.897589 + Penalty 4185.429740 = -629212.467849
  nChanged 1
		SP:Iteration 40F (175677.220000 sec): 3 clusters
  Score: Raw -633398.289793 + Penalty 4185.429740 = -629212.860054
  nChanged 1
		SP:Iteration 41Q (175677.400000 sec): 3 clusters
  Score: Raw -633399.462087 + Penalty 4185.429740 = -629214.032347
  nChanged 3
		SP:Iteration 42Q (175677.550000 sec): 3 clusters
  Score: Raw -633400.493216 + Penalty 4185.429740 = -629215.063476
  nChanged 0
		SP:Iteration 43F (175677.740000 sec): 3 clusters
  Score: Raw -633400.493216 + Penalty 4185.429740 = -629215.063476
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 24 (6138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175677.920000 sec): 2 clusters
  Score: Raw -939215.304995 + Penalty 2163.119050 = -937052.185944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175678.140000 sec): 3 clusters
  Score: Raw -936154.416408 + Penalty 4326.238101 = -931828.178308
  nChanged 2406
		SP:Iteration 1F (175678.310000 sec): 3 clusters
  Score: Raw -937563.360490 + Penalty 4326.238101 = -933237.122390
  nChanged 515
		SP:Iteration 2F (175678.480000 sec): 3 clusters
  Score: Raw -938015.020398 + Penalty 4326.238101 = -933688.782297
  nChanged 471
		SP:Iteration 3F (175678.640000 sec): 3 clusters
  Score: Raw -938627.993310 + Penalty 4326.238101 = -934301.755210
  nChanged 440
		SP:Iteration 4F (175678.830000 sec): 3 clusters
  Score: Raw -939296.798571 + Penalty 4326.238101 = -934970.560470
  nChanged 428
		SP:Iteration 5F (175679.020000 sec): 3 clusters
  Score: Raw -939954.873575 + Penalty 4326.238101 = -935628.635474
  nChanged 398
		SP:Iteration 6F (175679.230000 sec): 3 clusters
  Score: Raw -940437.366643 + Penalty 4326.238101 = -936111.128542
  nChanged 297
		SP:Iteration 7Q (175679.480000 sec): 3 clusters
  Score: Raw -940672.222482 + Penalty 4326.238101 = -936345.984382
  nChanged 197
		SP:Iteration 8Q (175679.690000 sec): 3 clusters
  Score: Raw -940808.011929 + Penalty 4326.238101 = -936481.773829
  nChanged 133
		SP:Iteration 9Q (175679.930000 sec): 3 clusters
  Score: Raw -940895.177977 + Penalty 4326.238101 = -936568.939876
  nChanged 100
		SP:Iteration 10Q (175680.130000 sec): 3 clusters
  Score: Raw -940954.288383 + Penalty 4326.238101 = -936628.050282
  nChanged 71
		SP:Iteration 11Q (175680.350000 sec): 3 clusters
  Score: Raw -940995.240690 + Penalty 4326.238101 = -936669.002589
  nChanged 52
		SP:Iteration 12Q (175680.570000 sec): 3 clusters
  Score: Raw -941028.552514 + Penalty 4326.238101 = -936702.314414
  nChanged 62
		SP:Iteration 13Q (175680.800000 sec): 3 clusters
  Score: Raw -941066.357035 + Penalty 4326.238101 = -936740.118934
  nChanged 57
		SP:Iteration 14Q (175681.020000 sec): 3 clusters
  Score: Raw -941098.452579 + Penalty 4326.238101 = -936772.214478
  nChanged 35
		SP:Iteration 15Q (175681.250000 sec): 3 clusters
  Score: Raw -941115.785384 + Penalty 4326.238101 = -936789.547283
  nChanged 22
		SP:Iteration 16Q (175681.450000 sec): 3 clusters
  Score: Raw -941126.075602 + Penalty 4326.238101 = -936799.837502
  nChanged 21
		SP:Iteration 17Q (175681.640000 sec): 3 clusters
  Score: Raw -941135.049359 + Penalty 4326.238101 = -936808.811258
  nChanged 20
		SP:Iteration 18Q (175681.870000 sec): 3 clusters
  Score: Raw -941144.355561 + Penalty 4326.238101 = -936818.117461
  nChanged 18
		SP:Iteration 19Q (175682.160000 sec): 3 clusters
  Score: Raw -941154.152067 + Penalty 4326.238101 = -936827.913967
  nChanged 16
		SP:Iteration 20F (175682.330000 sec): 3 clusters
  Score: Raw -941159.898235 + Penalty 4326.238101 = -936833.660135
  nChanged 9
		SP:Iteration 21Q (175682.580000 sec): 3 clusters
  Score: Raw -941163.024743 + Penalty 4326.238101 = -936836.786642
  nChanged 6
		SP:Iteration 22Q (175682.810000 sec): 3 clusters
  Score: Raw -941164.555902 + Penalty 4326.238101 = -936838.317802
  nChanged 2
		SP:Iteration 23Q (175682.960000 sec): 3 clusters
  Score: Raw -941164.930154 + Penalty 4326.238101 = -936838.692054
  nChanged 2
		SP:Iteration 24Q (175683.180000 sec): 3 clusters
  Score: Raw -941165.601493 + Penalty 4326.238101 = -936839.363392
  nChanged 4
		SP:Iteration 25Q (175683.380000 sec): 3 clusters
  Score: Raw -941167.203291 + Penalty 4326.238101 = -936840.965190
  nChanged 5
		SP:Iteration 26Q (175683.580000 sec): 3 clusters
  Score: Raw -941168.843839 + Penalty 4326.238101 = -936842.605738
  nChanged 4
		SP:Iteration 27Q (175683.830000 sec): 3 clusters
  Score: Raw -941169.509546 + Penalty 4326.238101 = -936843.271446
  nChanged 2
		SP:Iteration 28Q (175684.050000 sec): 3 clusters
  Score: Raw -941170.558064 + Penalty 4326.238101 = -936844.319963
  nChanged 2
		SP:Iteration 29Q (175684.270000 sec): 3 clusters
  Score: Raw -941171.206940 + Penalty 4326.238101 = -936844.968840
  nChanged 0
		SP:Iteration 30F (175684.470000 sec): 3 clusters
  Score: Raw -941171.206940 + Penalty 4326.238101 = -936844.968840
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 25 (33332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175684.830000 sec): 2 clusters
  Score: Raw -5273498.489791 + Penalty 2582.739748 = -5270915.750044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175685.330000 sec): 3 clusters
  Score: Raw -5253328.668358 + Penalty 5165.479495 = -5248163.188863
  nChanged 15190
		SP:Iteration 1F (175685.780000 sec): 3 clusters
  Score: Raw -5261522.689200 + Penalty 5165.479495 = -5256357.209705
  nChanged 1553
		SP:Iteration 2Q (175686.280000 sec): 3 clusters
  Score: Raw -5262043.458694 + Penalty 5165.479495 = -5256877.979199
  nChanged 1456
		SP:Iteration 3Q (175686.760000 sec): 3 clusters
  Score: Raw -5262540.055670 + Penalty 5165.479495 = -5257374.576175
  nChanged 1311
		SP:Iteration 4Q (175687.240000 sec): 3 clusters
  Score: Raw -5263000.605752 + Penalty 5165.479495 = -5257835.126257
  nChanged 1319
		SP:Iteration 5Q (175687.750000 sec): 3 clusters
  Score: Raw -5263541.483458 + Penalty 5165.479495 = -5258376.003963
  nChanged 1366
		SP:Iteration 6Q (175688.150000 sec): 3 clusters
  Score: Raw -5264196.276133 + Penalty 5165.479495 = -5259030.796638
  nChanged 1432
		SP:Iteration 7Q (175688.540000 sec): 3 clusters
  Score: Raw -5265009.997690 + Penalty 5165.479495 = -5259844.518195
  nChanged 1621
		SP:Iteration 8Q (175688.900000 sec): 3 clusters
  Score: Raw -5266045.132760 + Penalty 5165.479495 = -5260879.653265
  nChanged 1775
		SP:Iteration 9F (175689.330000 sec): 3 clusters
  Score: Raw -5267338.068188 + Penalty 5165.479495 = -5262172.588693
  nChanged 1809
		SP:Iteration 10F (175689.780000 sec): 3 clusters
  Score: Raw -5268739.834413 + Penalty 5165.479495 = -5263574.354918
  nChanged 1680
		SP:Iteration 11F (175690.260000 sec): 3 clusters
  Score: Raw -5270066.296597 + Penalty 5165.479495 = -5264900.817102
  nChanged 1396
		SP:Iteration 12Q (175690.740000 sec): 3 clusters
  Score: Raw -5271143.644580 + Penalty 5165.479495 = -5265978.165085
  nChanged 1053
		SP:Iteration 13Q (175691.130000 sec): 3 clusters
  Score: Raw -5271873.579712 + Penalty 5165.479495 = -5266708.100217
  nChanged 769
		SP:Iteration 14Q (175691.570000 sec): 3 clusters
  Score: Raw -5272366.493523 + Penalty 5165.479495 = -5267201.014028
  nChanged 573
		SP:Iteration 15Q (175691.990000 sec): 3 clusters
  Score: Raw -5272736.729031 + Penalty 5165.479495 = -5267571.249536
  nChanged 458
		SP:Iteration 16Q (175692.450000 sec): 3 clusters
  Score: Raw -5273033.563867 + Penalty 5165.479495 = -5267868.084371
  nChanged 337
		SP:Iteration 17Q (175692.820000 sec): 3 clusters
  Score: Raw -5273244.054375 + Penalty 5165.479495 = -5268078.574880
  nChanged 226
		SP:Iteration 18Q (175693.240000 sec): 3 clusters
  Score: Raw -5273366.895205 + Penalty 5165.479495 = -5268201.415710
  nChanged 176
		SP:Iteration 19Q (175693.670000 sec): 3 clusters
  Score: Raw -5273467.403322 + Penalty 5165.479495 = -5268301.923827
  nChanged 147
		SP:Iteration 20F (175694.170000 sec): 3 clusters
  Score: Raw -5273546.717601 + Penalty 5165.479495 = -5268381.238106
  nChanged 118
		SP:Iteration 21Q (175694.580000 sec): 3 clusters
  Score: Raw -5273607.892597 + Penalty 5165.479495 = -5268442.413102
  nChanged 94
		SP:Iteration 22Q (175694.990000 sec): 3 clusters
  Score: Raw -5273652.497876 + Penalty 5165.479495 = -5268487.018381
  nChanged 75
		SP:Iteration 23Q (175695.370000 sec): 3 clusters
  Score: Raw -5273691.064752 + Penalty 5165.479495 = -5268525.585257
  nChanged 53
		SP:Iteration 24Q (175695.850000 sec): 3 clusters
  Score: Raw -5273713.349500 + Penalty 5165.479495 = -5268547.870005
  nChanged 35
		SP:Iteration 25Q (175696.240000 sec): 3 clusters
  Score: Raw -5273728.321024 + Penalty 5165.479495 = -5268562.841529
  nChanged 29
		SP:Iteration 26Q (175696.660000 sec): 3 clusters
  Score: Raw -5273745.373036 + Penalty 5165.479495 = -5268579.893541
  nChanged 39
		SP:Iteration 27Q (175697.110000 sec): 3 clusters
  Score: Raw -5273766.136687 + Penalty 5165.479495 = -5268600.657192
  nChanged 25
		SP:Iteration 28Q (175697.610000 sec): 3 clusters
  Score: Raw -5273779.442113 + Penalty 5165.479495 = -5268613.962618
  nChanged 17
		SP:Iteration 29Q (175698.060000 sec): 3 clusters
  Score: Raw -5273786.488301 + Penalty 5165.479495 = -5268621.008806
  nChanged 25
		SP:Iteration 30Q (175698.450000 sec): 3 clusters
  Score: Raw -5273800.091234 + Penalty 5165.479495 = -5268634.611739
  nChanged 17
		SP:Iteration 31Q (175698.830000 sec): 3 clusters
  Score: Raw -5273808.364517 + Penalty 5165.479495 = -5268642.885022
  nChanged 19
		SP:Iteration 32Q (175699.250000 sec): 3 clusters
  Score: Raw -5273816.611050 + Penalty 5165.479495 = -5268651.131555
  nChanged 20
		SP:Iteration 33Q (175699.670000 sec): 3 clusters
  Score: Raw -5273829.281258 + Penalty 5165.479495 = -5268663.801763
  nChanged 18
		SP:Iteration 34Q (175700.100000 sec): 3 clusters
  Score: Raw -5273839.187113 + Penalty 5165.479495 = -5268673.707618
  nChanged 16
		SP:Iteration 35Q (175700.510000 sec): 3 clusters
  Score: Raw -5273850.225999 + Penalty 5165.479495 = -5268684.746504
  nChanged 21
		SP:Iteration 36Q (175700.850000 sec): 3 clusters
  Score: Raw -5273861.599751 + Penalty 5165.479495 = -5268696.120256
  nChanged 14
		SP:Iteration 37Q (175701.220000 sec): 3 clusters
  Score: Raw -5273871.464376 + Penalty 5165.479495 = -5268705.984881
  nChanged 19
		SP:Iteration 38Q (175701.620000 sec): 3 clusters
  Score: Raw -5273881.828245 + Penalty 5165.479495 = -5268716.348750
  nChanged 15
		SP:Iteration 39Q (175702.050000 sec): 3 clusters
  Score: Raw -5273891.313414 + Penalty 5165.479495 = -5268725.833919
  nChanged 13
		SP:Iteration 40F (175702.440000 sec): 3 clusters
  Score: Raw -5273898.500835 + Penalty 5165.479495 = -5268733.021340
  nChanged 9
		SP:Iteration 41Q (175702.860000 sec): 3 clusters
  Score: Raw -5273905.555666 + Penalty 5165.479495 = -5268740.076171
  nChanged 11
		SP:Iteration 42Q (175703.240000 sec): 3 clusters
  Score: Raw -5273910.961792 + Penalty 5165.479495 = -5268745.482297
  nChanged 10
		SP:Iteration 43Q (175703.630000 sec): 3 clusters
  Score: Raw -5273915.754869 + Penalty 5165.479495 = -5268750.275374
  nChanged 3
		SP:Iteration 44Q (175704.040000 sec): 3 clusters
  Score: Raw -5273917.476852 + Penalty 5165.479495 = -5268751.997357
  nChanged 5
		SP:Iteration 45Q (175704.380000 sec): 3 clusters
  Score: Raw -5273920.179791 + Penalty 5165.479495 = -5268754.700296
  nChanged 4
		SP:Iteration 46Q (175704.790000 sec): 3 clusters
  Score: Raw -5273921.995848 + Penalty 5165.479495 = -5268756.516353
  nChanged 3
		SP:Iteration 47Q (175705.160000 sec): 3 clusters
  Score: Raw -5273923.981933 + Penalty 5165.479495 = -5268758.502438
  nChanged 4
		SP:Iteration 48Q (175705.520000 sec): 3 clusters
  Score: Raw -5273925.174949 + Penalty 5165.479495 = -5268759.695454
  nChanged 1
		SP:Iteration 49Q (175705.950000 sec): 3 clusters
  Score: Raw -5273925.428488 + Penalty 5165.479495 = -5268759.948993
  nChanged 2
		SP:Iteration 50Q (175706.400000 sec): 3 clusters
  Score: Raw -5273926.086217 + Penalty 5165.479495 = -5268760.606722
  nChanged 0
		SP:Iteration 51F (175706.780000 sec): 3 clusters
  Score: Raw -5273926.086217 + Penalty 5165.479495 = -5268760.606722
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 26 (31111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175707.080000 sec): 2 clusters
  Score: Raw -5070826.851335 + Penalty 2565.638550 = -5068261.212785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175707.440000 sec): 3 clusters
  Score: Raw -5052301.884838 + Penalty 5131.277100 = -5047170.607738
  nChanged 13964
		SP:Iteration 1F (175707.900000 sec): 3 clusters
  Score: Raw -5060008.026658 + Penalty 5131.277100 = -5054876.749559
  nChanged 1320
		SP:Iteration 2Q (175708.340000 sec): 3 clusters
  Score: Raw -5060395.872491 + Penalty 5131.277100 = -5055264.595391
  nChanged 1156
		SP:Iteration 3Q (175708.740000 sec): 3 clusters
  Score: Raw -5060734.425686 + Penalty 5131.277100 = -5055603.148586
  nChanged 1036
		SP:Iteration 4Q (175709.290000 sec): 3 clusters
  Score: Raw -5061039.005898 + Penalty 5131.277100 = -5055907.728798
  nChanged 1003
		SP:Iteration 5Q (175709.820000 sec): 3 clusters
  Score: Raw -5061349.584228 + Penalty 5131.277100 = -5056218.307128
  nChanged 941
		SP:Iteration 6Q (175710.260000 sec): 3 clusters
  Score: Raw -5061686.295183 + Penalty 5131.277100 = -5056555.018083
  nChanged 1051
		SP:Iteration 7Q (175710.700000 sec): 3 clusters
  Score: Raw -5062122.724539 + Penalty 5131.277100 = -5056991.447439
  nChanged 1169
		SP:Iteration 8Q (175711.130000 sec): 3 clusters
  Score: Raw -5062700.567117 + Penalty 5131.277100 = -5057569.290017
  nChanged 1362
		SP:Iteration 9Q (175711.610000 sec): 3 clusters
  Score: Raw -5063489.069130 + Penalty 5131.277100 = -5058357.792030
  nChanged 1555
		SP:Iteration 10Q (175712.110000 sec): 3 clusters
  Score: Raw -5064544.115296 + Penalty 5131.277100 = -5059412.838196
  nChanged 1725
		SP:Iteration 11F (175712.530000 sec): 3 clusters
  Score: Raw -5065878.470442 + Penalty 5131.277100 = -5060747.193342
  nChanged 1748
		SP:Iteration 12F (175712.960000 sec): 3 clusters
  Score: Raw -5067351.213190 + Penalty 5131.277100 = -5062219.936090
  nChanged 1546
		SP:Iteration 13Q (175713.340000 sec): 3 clusters
  Score: Raw -5068682.867846 + Penalty 5131.277100 = -5063551.590746
  nChanged 1184
		SP:Iteration 14Q (175713.780000 sec): 3 clusters
  Score: Raw -5069687.552732 + Penalty 5131.277100 = -5064556.275632
  nChanged 788
		SP:Iteration 15Q (175714.220000 sec): 3 clusters
  Score: Raw -5070316.158902 + Penalty 5131.277100 = -5065184.881803
  nChanged 489
		SP:Iteration 16Q (175714.670000 sec): 3 clusters
  Score: Raw -5070684.802066 + Penalty 5131.277100 = -5065553.524966
  nChanged 312
		SP:Iteration 17Q (175715.140000 sec): 3 clusters
  Score: Raw -5070906.275862 + Penalty 5131.277100 = -5065774.998763
  nChanged 201
		SP:Iteration 18Q (175715.520000 sec): 3 clusters
  Score: Raw -5071044.225706 + Penalty 5131.277100 = -5065912.948607
  nChanged 140
		SP:Iteration 19Q (175715.900000 sec): 3 clusters
  Score: Raw -5071133.139839 + Penalty 5131.277100 = -5066001.862740
  nChanged 107
		SP:Iteration 20F (175716.290000 sec): 3 clusters
  Score: Raw -5071201.583485 + Penalty 5131.277100 = -5066070.306386
  nChanged 80
		SP:Iteration 21Q (175716.720000 sec): 3 clusters
  Score: Raw -5071245.217065 + Penalty 5131.277100 = -5066113.939965
  nChanged 62
		SP:Iteration 22Q (175717.130000 sec): 3 clusters
  Score: Raw -5071288.260923 + Penalty 5131.277100 = -5066156.983823
  nChanged 51
		SP:Iteration 23Q (175717.510000 sec): 3 clusters
  Score: Raw -5071320.557646 + Penalty 5131.277100 = -5066189.280546
  nChanged 39
		SP:Iteration 24Q (175717.860000 sec): 3 clusters
  Score: Raw -5071344.883496 + Penalty 5131.277100 = -5066213.606397
  nChanged 29
		SP:Iteration 25Q (175718.240000 sec): 3 clusters
  Score: Raw -5071361.280879 + Penalty 5131.277100 = -5066230.003780
  nChanged 22
		SP:Iteration 26Q (175718.640000 sec): 3 clusters
  Score: Raw -5071372.289622 + Penalty 5131.277100 = -5066241.012523
  nChanged 20
		SP:Iteration 27Q (175719.060000 sec): 3 clusters
  Score: Raw -5071383.790941 + Penalty 5131.277100 = -5066252.513842
  nChanged 10
		SP:Iteration 28Q (175719.460000 sec): 3 clusters
  Score: Raw -5071388.714601 + Penalty 5131.277100 = -5066257.437501
  nChanged 7
		SP:Iteration 29Q (175719.890000 sec): 3 clusters
  Score: Raw -5071392.474543 + Penalty 5131.277100 = -5066261.197443
  nChanged 7
		SP:Iteration 30Q (175720.330000 sec): 3 clusters
  Score: Raw -5071395.999586 + Penalty 5131.277100 = -5066264.722486
  nChanged 8
		SP:Iteration 31Q (175720.750000 sec): 3 clusters
  Score: Raw -5071400.443780 + Penalty 5131.277100 = -5066269.166681
  nChanged 5
		SP:Iteration 32Q (175721.190000 sec): 3 clusters
  Score: Raw -5071402.300928 + Penalty 5131.277100 = -5066271.023828
  nChanged 3
		SP:Iteration 33Q (175721.530000 sec): 3 clusters
  Score: Raw -5071403.331946 + Penalty 5131.277100 = -5066272.054846
  nChanged 1
		SP:Iteration 34Q (175721.870000 sec): 3 clusters
  Score: Raw -5071403.717457 + Penalty 5131.277100 = -5066272.440357
  nChanged 1
		SP:Iteration 35Q (175722.240000 sec): 3 clusters
  Score: Raw -5071404.410223 + Penalty 5131.277100 = -5066273.133123
  nChanged 0
		SP:Iteration 36F (175722.680000 sec): 3 clusters
  Score: Raw -5071404.410223 + Penalty 5131.277100 = -5066273.133123
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 27 (5803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175722.810000 sec): 2 clusters
  Score: Raw -926018.633909 + Penalty 2149.200315 = -923869.433593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175723.090000 sec): 3 clusters
  Score: Raw -923182.997504 + Penalty 4298.400631 = -918884.596873
  nChanged 2214
		SP:Iteration 1F (175723.290000 sec): 3 clusters
  Score: Raw -924475.080281 + Penalty 4298.400631 = -920176.679650
  nChanged 432
		SP:Iteration 2F (175723.490000 sec): 3 clusters
  Score: Raw -924731.296037 + Penalty 4298.400631 = -920432.895406
  nChanged 293
		SP:Iteration 3F (175723.730000 sec): 3 clusters
  Score: Raw -924898.381413 + Penalty 4298.400631 = -920599.980782
  nChanged 221
		SP:Iteration 4Q (175723.960000 sec): 3 clusters
  Score: Raw -925022.653460 + Penalty 4298.400631 = -920724.252829
  nChanged 189
		SP:Iteration 5Q (175724.180000 sec): 3 clusters
  Score: Raw -925136.146052 + Penalty 4298.400631 = -920837.745421
  nChanged 180
		SP:Iteration 6Q (175724.350000 sec): 3 clusters
  Score: Raw -925245.414111 + Penalty 4298.400631 = -920947.013480
  nChanged 173
		SP:Iteration 7Q (175724.560000 sec): 3 clusters
  Score: Raw -925353.201854 + Penalty 4298.400631 = -921054.801223
  nChanged 154
		SP:Iteration 8Q (175724.790000 sec): 3 clusters
  Score: Raw -925448.269528 + Penalty 4298.400631 = -921149.868897
  nChanged 139
		SP:Iteration 9Q (175725.020000 sec): 3 clusters
  Score: Raw -925530.413844 + Penalty 4298.400631 = -921232.013213
  nChanged 124
		SP:Iteration 10Q (175725.200000 sec): 3 clusters
  Score: Raw -925608.206175 + Penalty 4298.400631 = -921309.805544
  nChanged 131
		SP:Iteration 11Q (175725.400000 sec): 3 clusters
  Score: Raw -925688.007529 + Penalty 4298.400631 = -921389.606898
  nChanged 117
		SP:Iteration 12Q (175725.630000 sec): 3 clusters
  Score: Raw -925766.960754 + Penalty 4298.400631 = -921468.560123
  nChanged 117
		SP:Iteration 13Q (175725.750000 sec): 3 clusters
  Score: Raw -925841.461826 + Penalty 4298.400631 = -921543.061195
  nChanged 113
		SP:Iteration 14Q (175725.980000 sec): 3 clusters
  Score: Raw -925907.609414 + Penalty 4298.400631 = -921609.208783
  nChanged 90
		SP:Iteration 15Q (175726.170000 sec): 3 clusters
  Score: Raw -925959.156655 + Penalty 4298.400631 = -921660.756025
  nChanged 86
		SP:Iteration 16Q (175726.380000 sec): 3 clusters
  Score: Raw -926008.223610 + Penalty 4298.400631 = -921709.822980
  nChanged 72
		SP:Iteration 17Q (175726.590000 sec): 3 clusters
  Score: Raw -926052.177648 + Penalty 4298.400631 = -921753.777017
  nChanged 63
		SP:Iteration 18Q (175726.740000 sec): 3 clusters
  Score: Raw -926087.855194 + Penalty 4298.400631 = -921789.454563
  nChanged 73
		SP:Iteration 19Q (175726.970000 sec): 3 clusters
  Score: Raw -926136.445973 + Penalty 4298.400631 = -921838.045342
  nChanged 72
		SP:Iteration 20F (175727.120000 sec): 3 clusters
  Score: Raw -926175.648611 + Penalty 4298.400631 = -921877.247980
  nChanged 64
		SP:Iteration 21Q (175727.350000 sec): 3 clusters
  Score: Raw -926211.959729 + Penalty 4298.400631 = -921913.559099
  nChanged 53
		SP:Iteration 22Q (175727.470000 sec): 3 clusters
  Score: Raw -926240.364175 + Penalty 4298.400631 = -921941.963544
  nChanged 39
		SP:Iteration 23Q (175727.710000 sec): 3 clusters
  Score: Raw -926260.820775 + Penalty 4298.400631 = -921962.420144
  nChanged 44
		SP:Iteration 24Q (175727.910000 sec): 3 clusters
  Score: Raw -926280.627406 + Penalty 4298.400631 = -921982.226775
  nChanged 47
		SP:Iteration 25Q (175728.120000 sec): 3 clusters
  Score: Raw -926301.594807 + Penalty 4298.400631 = -922003.194176
  nChanged 41
		SP:Iteration 26Q (175728.270000 sec): 3 clusters
  Score: Raw -926322.321161 + Penalty 4298.400631 = -922023.920530
  nChanged 44
		SP:Iteration 27Q (175728.470000 sec): 3 clusters
  Score: Raw -926345.116167 + Penalty 4298.400631 = -922046.715536
  nChanged 41
		SP:Iteration 28Q (175728.640000 sec): 3 clusters
  Score: Raw -926364.695104 + Penalty 4298.400631 = -922066.294473
  nChanged 34
		SP:Iteration 29Q (175728.860000 sec): 3 clusters
  Score: Raw -926384.324978 + Penalty 4298.400631 = -922085.924347
  nChanged 28
		SP:Iteration 30Q (175729.030000 sec): 3 clusters
  Score: Raw -926398.225344 + Penalty 4298.400631 = -922099.824713
  nChanged 26
		SP:Iteration 31Q (175729.150000 sec): 3 clusters
  Score: Raw -926408.609204 + Penalty 4298.400631 = -922110.208573
  nChanged 17
		SP:Iteration 32Q (175729.420000 sec): 3 clusters
  Score: Raw -926415.656677 + Penalty 4298.400631 = -922117.256046
  nChanged 11
		SP:Iteration 33Q (175729.590000 sec): 3 clusters
  Score: Raw -926419.422683 + Penalty 4298.400631 = -922121.022052
  nChanged 3
		SP:Iteration 34Q (175729.810000 sec): 3 clusters
  Score: Raw -926420.717861 + Penalty 4298.400631 = -922122.317230
  nChanged 5
		SP:Iteration 35Q (175729.980000 sec): 3 clusters
  Score: Raw -926422.429439 + Penalty 4298.400631 = -922124.028808
  nChanged 5
		SP:Iteration 36Q (175730.170000 sec): 3 clusters
  Score: Raw -926424.242596 + Penalty 4298.400631 = -922125.841965
  nChanged 8
		SP:Iteration 37Q (175730.290000 sec): 3 clusters
  Score: Raw -926427.288219 + Penalty 4298.400631 = -922128.887589
  nChanged 5
		SP:Iteration 38Q (175730.510000 sec): 3 clusters
  Score: Raw -926429.288122 + Penalty 4298.400631 = -922130.887491
  nChanged 2
		SP:Iteration 39Q (175730.710000 sec): 3 clusters
  Score: Raw -926429.843688 + Penalty 4298.400631 = -922131.443057
  nChanged 1
		SP:Iteration 40F (175730.910000 sec): 3 clusters
  Score: Raw -926430.106446 + Penalty 4298.400631 = -922131.705815
  nChanged 3
		SP:Iteration 41Q (175731.110000 sec): 3 clusters
  Score: Raw -926431.495891 + Penalty 4298.400631 = -922133.095260
  nChanged 1
		SP:Iteration 42Q (175731.310000 sec): 3 clusters
  Score: Raw -926431.861816 + Penalty 4298.400631 = -922133.461185
  nChanged 1
		SP:Iteration 43Q (175731.530000 sec): 3 clusters
  Score: Raw -926432.148200 + Penalty 4298.400631 = -922133.747569
  nChanged 1
		SP:Iteration 44Q (175731.730000 sec): 3 clusters
  Score: Raw -926432.478940 + Penalty 4298.400631 = -922134.078309
  nChanged 1
		SP:Iteration 45Q (175731.930000 sec): 3 clusters
  Score: Raw -926432.824490 + Penalty 4298.400631 = -922134.423859
  nChanged 2
		SP:Iteration 46Q (175732.090000 sec): 3 clusters
  Score: Raw -926433.366407 + Penalty 4298.400631 = -922134.965776
  nChanged 2
		SP:Iteration 47Q (175732.310000 sec): 3 clusters
  Score: Raw -926434.037009 + Penalty 4298.400631 = -922135.636378
  nChanged 2
		SP:Iteration 48Q (175732.450000 sec): 3 clusters
  Score: Raw -926434.641265 + Penalty 4298.400631 = -922136.240634
  nChanged 0
		SP:Iteration 49F (175732.690000 sec): 3 clusters
  Score: Raw -926434.641265 + Penalty 4298.400631 = -922136.240634
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 28 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175732.790000 sec): 2 clusters
  Score: Raw -384993.013106 + Penalty 1948.078937 = -383044.934168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175733.030000 sec): 3 clusters
  Score: Raw -383920.269508 + Penalty 3896.157875 = -380024.111633
  nChanged 889
		SP:Iteration 1F (175733.180000 sec): 3 clusters
  Score: Raw -384532.271010 + Penalty 3896.157875 = -380636.113136
  nChanged 198
		SP:Iteration 2F (175733.310000 sec): 3 clusters
  Score: Raw -384693.577627 + Penalty 3896.157875 = -380797.419753
  nChanged 118
		SP:Iteration 3Q (175733.450000 sec): 3 clusters
  Score: Raw -384784.491388 + Penalty 3896.157875 = -380888.333513
  nChanged 80
		SP:Iteration 4Q (175733.600000 sec): 3 clusters
  Score: Raw -384842.512372 + Penalty 3896.157875 = -380946.354497
  nChanged 65
		SP:Iteration 5Q (175733.750000 sec): 3 clusters
  Score: Raw -384882.303550 + Penalty 3896.157875 = -380986.145675
  nChanged 38
		SP:Iteration 6Q (175733.940000 sec): 3 clusters
  Score: Raw -384908.418246 + Penalty 3896.157875 = -381012.260371
  nChanged 34
		SP:Iteration 7Q (175734.110000 sec): 3 clusters
  Score: Raw -384929.994685 + Penalty 3896.157875 = -381033.836810
  nChanged 32
		SP:Iteration 8Q (175734.270000 sec): 3 clusters
  Score: Raw -384953.185994 + Penalty 3896.157875 = -381057.028119
  nChanged 28
		SP:Iteration 9Q (175734.400000 sec): 3 clusters
  Score: Raw -384969.992585 + Penalty 3896.157875 = -381073.834710
  nChanged 23
		SP:Iteration 10Q (175734.600000 sec): 3 clusters
  Score: Raw -384982.231620 + Penalty 3896.157875 = -381086.073745
  nChanged 20
		SP:Iteration 11Q (175734.750000 sec): 3 clusters
  Score: Raw -384995.634395 + Penalty 3896.157875 = -381099.476520
  nChanged 16
		SP:Iteration 12Q (175734.910000 sec): 3 clusters
  Score: Raw -385005.285243 + Penalty 3896.157875 = -381109.127368
  nChanged 19
		SP:Iteration 13Q (175735.020000 sec): 3 clusters
  Score: Raw -385018.469389 + Penalty 3896.157875 = -381122.311514
  nChanged 20
		SP:Iteration 14Q (175735.160000 sec): 3 clusters
  Score: Raw -385030.535607 + Penalty 3896.157875 = -381134.377732
  nChanged 11
		SP:Iteration 15Q (175735.340000 sec): 3 clusters
  Score: Raw -385035.907036 + Penalty 3896.157875 = -381139.749161
  nChanged 7
		SP:Iteration 16Q (175735.510000 sec): 3 clusters
  Score: Raw -385039.885429 + Penalty 3896.157875 = -381143.727554
  nChanged 12
		SP:Iteration 17Q (175735.650000 sec): 3 clusters
  Score: Raw -385046.625763 + Penalty 3896.157875 = -381150.467888
  nChanged 9
		SP:Iteration 18Q (175735.840000 sec): 3 clusters
  Score: Raw -385050.960552 + Penalty 3896.157875 = -381154.802677
  nChanged 10
		SP:Iteration 19Q (175736.030000 sec): 3 clusters
  Score: Raw -385055.027036 + Penalty 3896.157875 = -381158.869161
  nChanged 8
		SP:Iteration 20F (175736.240000 sec): 3 clusters
  Score: Raw -385058.661687 + Penalty 3896.157875 = -381162.503812
  nChanged 4
		SP:Iteration 21Q (175736.520000 sec): 3 clusters
  Score: Raw -385060.381304 + Penalty 3896.157875 = -381164.223429
  nChanged 1
		SP:Iteration 22Q (175736.670000 sec): 3 clusters
  Score: Raw -385060.858107 + Penalty 3896.157875 = -381164.700232
  nChanged 1
		SP:Iteration 23Q (175736.820000 sec): 3 clusters
  Score: Raw -385061.258030 + Penalty 3896.157875 = -381165.100155
  nChanged 3
		SP:Iteration 24Q (175736.950000 sec): 3 clusters
  Score: Raw -385062.200873 + Penalty 3896.157875 = -381166.042998
  nChanged 3
		SP:Iteration 25Q (175737.090000 sec): 3 clusters
  Score: Raw -385063.275849 + Penalty 3896.157875 = -381167.117974
  nChanged 3
		SP:Iteration 26Q (175737.220000 sec): 3 clusters
  Score: Raw -385064.335106 + Penalty 3896.157875 = -381168.177231
  nChanged 3
		SP:Iteration 27Q (175737.390000 sec): 3 clusters
  Score: Raw -385065.428910 + Penalty 3896.157875 = -381169.271035
  nChanged 4
		SP:Iteration 28Q (175737.540000 sec): 3 clusters
  Score: Raw -385066.866353 + Penalty 3896.157875 = -381170.708479
  nChanged 2
		SP:Iteration 29Q (175737.700000 sec): 3 clusters
  Score: Raw -385067.575958 + Penalty 3896.157875 = -381171.418083
  nChanged 4
		SP:Iteration 30Q (175737.830000 sec): 3 clusters
  Score: Raw -385069.358131 + Penalty 3896.157875 = -381173.200256
  nChanged 2
		SP:Iteration 31Q (175737.970000 sec): 3 clusters
  Score: Raw -385070.338082 + Penalty 3896.157875 = -381174.180208
  nChanged 3
		SP:Iteration 32Q (175738.120000 sec): 3 clusters
  Score: Raw -385071.144259 + Penalty 3896.157875 = -381174.986384
  nChanged 2
		SP:Iteration 33Q (175738.310000 sec): 3 clusters
  Score: Raw -385071.667608 + Penalty 3896.157875 = -381175.509733
  nChanged 2
		SP:Iteration 34Q (175738.450000 sec): 3 clusters
  Score: Raw -385072.435365 + Penalty 3896.157875 = -381176.277490
  nChanged 1
		SP:Iteration 35Q (175738.660000 sec): 3 clusters
  Score: Raw -385072.861120 + Penalty 3896.157875 = -381176.703245
  nChanged 0
		SP:Iteration 36F (175738.870000 sec): 3 clusters
  Score: Raw -385072.861120 + Penalty 3896.157875 = -381176.703245
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 29 (12831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175739.100000 sec): 2 clusters
  Score: Raw -1893793.006299 + Penalty 2345.985610 = -1891447.020689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175739.410000 sec): 3 clusters
  Score: Raw -1886646.804742 + Penalty 4691.971221 = -1881954.833521
  nChanged 5436
		SP:Iteration 1F (175739.720000 sec): 3 clusters
  Score: Raw -1889762.606442 + Penalty 4691.971221 = -1885070.635221
  nChanged 1000
		SP:Iteration 2F (175739.930000 sec): 3 clusters
  Score: Raw -1890440.064434 + Penalty 4691.971221 = -1885748.093214
  nChanged 966
		SP:Iteration 3F (175740.200000 sec): 3 clusters
  Score: Raw -1891092.815373 + Penalty 4691.971221 = -1886400.844152
  nChanged 870
		SP:Iteration 4F (175740.420000 sec): 3 clusters
  Score: Raw -1891672.877357 + Penalty 4691.971221 = -1886980.906136
  nChanged 733
		SP:Iteration 5F (175740.720000 sec): 3 clusters
  Score: Raw -1892110.276857 + Penalty 4691.971221 = -1887418.305636
  nChanged 621
		SP:Iteration 6Q (175741.010000 sec): 3 clusters
  Score: Raw -1892483.685061 + Penalty 4691.971221 = -1887791.713840
  nChanged 513
		SP:Iteration 7Q (175741.250000 sec): 3 clusters
  Score: Raw -1892786.625314 + Penalty 4691.971221 = -1888094.654093
  nChanged 439
		SP:Iteration 8Q (175741.480000 sec): 3 clusters
  Score: Raw -1893028.897738 + Penalty 4691.971221 = -1888336.926518
  nChanged 372
		SP:Iteration 9Q (175741.770000 sec): 3 clusters
  Score: Raw -1893221.309001 + Penalty 4691.971221 = -1888529.337780
  nChanged 297
		SP:Iteration 10Q (175742.000000 sec): 3 clusters
  Score: Raw -1893366.076457 + Penalty 4691.971221 = -1888674.105237
  nChanged 250
		SP:Iteration 11Q (175742.230000 sec): 3 clusters
  Score: Raw -1893497.135829 + Penalty 4691.971221 = -1888805.164608
  nChanged 221
		SP:Iteration 12Q (175742.530000 sec): 3 clusters
  Score: Raw -1893612.190050 + Penalty 4691.971221 = -1888920.218829
  nChanged 213
		SP:Iteration 13Q (175742.780000 sec): 3 clusters
  Score: Raw -1893721.349756 + Penalty 4691.971221 = -1889029.378536
  nChanged 188
		SP:Iteration 14Q (175743.020000 sec): 3 clusters
  Score: Raw -1893812.416372 + Penalty 4691.971221 = -1889120.445151
  nChanged 187
		SP:Iteration 15Q (175743.280000 sec): 3 clusters
  Score: Raw -1893899.687650 + Penalty 4691.971221 = -1889207.716430
  nChanged 169
		SP:Iteration 16Q (175743.510000 sec): 3 clusters
  Score: Raw -1893978.473126 + Penalty 4691.971221 = -1889286.501905
  nChanged 148
		SP:Iteration 17Q (175743.750000 sec): 3 clusters
  Score: Raw -1894052.597304 + Penalty 4691.971221 = -1889360.626083
  nChanged 159
		SP:Iteration 18Q (175744.010000 sec): 3 clusters
  Score: Raw -1894141.973659 + Penalty 4691.971221 = -1889450.002438
  nChanged 161
		SP:Iteration 19Q (175744.230000 sec): 3 clusters
  Score: Raw -1894231.893063 + Penalty 4691.971221 = -1889539.921842
  nChanged 158
		SP:Iteration 20F (175744.530000 sec): 3 clusters
  Score: Raw -1894329.039745 + Penalty 4691.971221 = -1889637.068524
  nChanged 195
		SP:Iteration 21Q (175744.820000 sec): 3 clusters
  Score: Raw -1894450.012317 + Penalty 4691.971221 = -1889758.041096
  nChanged 191
		SP:Iteration 22Q (175745.210000 sec): 3 clusters
  Score: Raw -1894567.717922 + Penalty 4691.971221 = -1889875.746702
  nChanged 198
		SP:Iteration 23Q (175745.490000 sec): 3 clusters
  Score: Raw -1894705.997041 + Penalty 4691.971221 = -1890014.025820
  nChanged 191
		SP:Iteration 24Q (175745.710000 sec): 3 clusters
  Score: Raw -1894858.870254 + Penalty 4691.971221 = -1890166.899033
  nChanged 198
		SP:Iteration 25Q (175746.060000 sec): 3 clusters
  Score: Raw -1894986.329363 + Penalty 4691.971221 = -1890294.358142
  nChanged 176
		SP:Iteration 26Q (175746.300000 sec): 3 clusters
  Score: Raw -1895079.450931 + Penalty 4691.971221 = -1890387.479710
  nChanged 145
		SP:Iteration 27Q (175746.580000 sec): 3 clusters
  Score: Raw -1895145.680140 + Penalty 4691.971221 = -1890453.708919
  nChanged 101
		SP:Iteration 28Q (175746.830000 sec): 3 clusters
  Score: Raw -1895188.555034 + Penalty 4691.971221 = -1890496.583813
  nChanged 87
		SP:Iteration 29Q (175747.120000 sec): 3 clusters
  Score: Raw -1895213.663730 + Penalty 4691.971221 = -1890521.692510
  nChanged 52
		SP:Iteration 30Q (175747.420000 sec): 3 clusters
  Score: Raw -1895225.556840 + Penalty 4691.971221 = -1890533.585619
  nChanged 40
		SP:Iteration 31Q (175747.680000 sec): 3 clusters
  Score: Raw -1895232.747028 + Penalty 4691.971221 = -1890540.775807
  nChanged 26
		SP:Iteration 32Q (175748.000000 sec): 3 clusters
  Score: Raw -1895237.109388 + Penalty 4691.971221 = -1890545.138167
  nChanged 20
		SP:Iteration 33Q (175748.300000 sec): 3 clusters
  Score: Raw -1895241.010760 + Penalty 4691.971221 = -1890549.039539
  nChanged 21
		SP:Iteration 34Q (175748.640000 sec): 3 clusters
  Score: Raw -1895243.915736 + Penalty 4691.971221 = -1890551.944515
  nChanged 9
		SP:Iteration 35Q (175748.980000 sec): 3 clusters
  Score: Raw -1895245.198021 + Penalty 4691.971221 = -1890553.226800
  nChanged 9
		SP:Iteration 36Q (175749.250000 sec): 3 clusters
  Score: Raw -1895246.219801 + Penalty 4691.971221 = -1890554.248580
  nChanged 4
		SP:Iteration 37Q (175749.500000 sec): 3 clusters
  Score: Raw -1895246.503063 + Penalty 4691.971221 = -1890554.531842
  nChanged 0
		SP:Iteration 38F (175749.840000 sec): 3 clusters
  Score: Raw -1895247.281018 + Penalty 4691.971221 = -1890555.309797
  nChanged 1
		SP:Iteration 39Q (175750.100000 sec): 3 clusters
  Score: Raw -1895247.473720 + Penalty 4691.971221 = -1890555.502500
  nChanged 4
		SP:Iteration 40F (175750.380000 sec): 3 clusters
  Score: Raw -1895248.151086 + Penalty 4691.971221 = -1890556.179865
  nChanged 5
		SP:Iteration 41Q (175750.690000 sec): 3 clusters
  Score: Raw -1895248.716862 + Penalty 4691.971221 = -1890556.745641
  nChanged 8
		SP:Iteration 42Q (175750.910000 sec): 3 clusters
  Score: Raw -1895249.534852 + Penalty 4691.971221 = -1890557.563631
  nChanged 6
		SP:Iteration 43Q (175751.120000 sec): 3 clusters
  Score: Raw -1895250.116995 + Penalty 4691.971221 = -1890558.145774
  nChanged 3
		SP:Iteration 44Q (175751.360000 sec): 3 clusters
  Score: Raw -1895250.525628 + Penalty 4691.971221 = -1890558.554407
  nChanged 2
		SP:Iteration 45Q (175751.580000 sec): 3 clusters
  Score: Raw -1895250.691329 + Penalty 4691.971221 = -1890558.720108
  nChanged 2
		SP:Iteration 46Q (175751.820000 sec): 3 clusters
  Score: Raw -1895250.895264 + Penalty 4691.971221 = -1890558.924043
  nChanged 2
		SP:Iteration 47Q (175752.050000 sec): 3 clusters
  Score: Raw -1895251.202211 + Penalty 4691.971221 = -1890559.230990
  nChanged 2
		SP:Iteration 48Q (175752.290000 sec): 3 clusters
  Score: Raw -1895251.305846 + Penalty 4691.971221 = -1890559.334626
  nChanged 0
		SP:Iteration 49F (175752.540000 sec): 3 clusters
  Score: Raw -1895251.305846 + Penalty 4691.971221 = -1890559.334626
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 30 (4539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175752.640000 sec): 2 clusters
  Score: Raw -702343.791282 + Penalty 2088.274577 = -700255.516705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175752.880000 sec): 3 clusters
  Score: Raw -700167.873672 + Penalty 4176.549153 = -695991.324519
  nChanged 1709
		SP:Iteration 1F (175753.100000 sec): 3 clusters
  Score: Raw -701170.638466 + Penalty 4176.549153 = -696994.089313
  nChanged 358
		SP:Iteration 2F (175753.340000 sec): 3 clusters
  Score: Raw -701415.372149 + Penalty 4176.549153 = -697238.822996
  nChanged 266
		SP:Iteration 3F (175753.520000 sec): 3 clusters
  Score: Raw -701591.985192 + Penalty 4176.549153 = -697415.436039
  nChanged 213
		SP:Iteration 4Q (175753.680000 sec): 3 clusters
  Score: Raw -701750.357540 + Penalty 4176.549153 = -697573.808387
  nChanged 205
		SP:Iteration 5Q (175753.840000 sec): 3 clusters
  Score: Raw -701904.990115 + Penalty 4176.549153 = -697728.440962
  nChanged 189
		SP:Iteration 6Q (175754.030000 sec): 3 clusters
  Score: Raw -702047.163722 + Penalty 4176.549153 = -697870.614569
  nChanged 179
		SP:Iteration 7Q (175754.220000 sec): 3 clusters
  Score: Raw -702169.414925 + Penalty 4176.549153 = -697992.865772
  nChanged 144
		SP:Iteration 8Q (175754.410000 sec): 3 clusters
  Score: Raw -702267.365921 + Penalty 4176.549153 = -698090.816768
  nChanged 137
		SP:Iteration 9Q (175754.640000 sec): 3 clusters
  Score: Raw -702382.128251 + Penalty 4176.549153 = -698205.579098
  nChanged 133
		SP:Iteration 10Q (175754.810000 sec): 3 clusters
  Score: Raw -702481.033073 + Penalty 4176.549153 = -698304.483920
  nChanged 127
		SP:Iteration 11Q (175755.030000 sec): 3 clusters
  Score: Raw -702564.581768 + Penalty 4176.549153 = -698388.032615
  nChanged 97
		SP:Iteration 12Q (175755.200000 sec): 3 clusters
  Score: Raw -702632.155786 + Penalty 4176.549153 = -698455.606633
  nChanged 85
		SP:Iteration 13Q (175755.380000 sec): 3 clusters
  Score: Raw -702678.740668 + Penalty 4176.549153 = -698502.191515
  nChanged 61
		SP:Iteration 14Q (175755.580000 sec): 3 clusters
  Score: Raw -702710.211328 + Penalty 4176.549153 = -698533.662175
  nChanged 43
		SP:Iteration 15Q (175755.730000 sec): 3 clusters
  Score: Raw -702729.933215 + Penalty 4176.549153 = -698553.384062
  nChanged 33
		SP:Iteration 16Q (175755.920000 sec): 3 clusters
  Score: Raw -702744.896549 + Penalty 4176.549153 = -698568.347396
  nChanged 34
		SP:Iteration 17Q (175756.090000 sec): 3 clusters
  Score: Raw -702757.128635 + Penalty 4176.549153 = -698580.579482
  nChanged 25
		SP:Iteration 18Q (175756.230000 sec): 3 clusters
  Score: Raw -702766.372697 + Penalty 4176.549153 = -698589.823544
  nChanged 22
		SP:Iteration 19Q (175756.440000 sec): 3 clusters
  Score: Raw -702774.406608 + Penalty 4176.549153 = -698597.857455
  nChanged 20
		SP:Iteration 20F (175756.620000 sec): 3 clusters
  Score: Raw -702781.700557 + Penalty 4176.549153 = -698605.151404
  nChanged 18
		SP:Iteration 21Q (175756.810000 sec): 3 clusters
  Score: Raw -702788.098348 + Penalty 4176.549153 = -698611.549195
  nChanged 16
		SP:Iteration 22Q (175757.010000 sec): 3 clusters
  Score: Raw -702794.288047 + Penalty 4176.549153 = -698617.738894
  nChanged 15
		SP:Iteration 23Q (175757.140000 sec): 3 clusters
  Score: Raw -702799.114981 + Penalty 4176.549153 = -698622.565828
  nChanged 20
		SP:Iteration 24Q (175757.340000 sec): 3 clusters
  Score: Raw -702805.033880 + Penalty 4176.549153 = -698628.484727
  nChanged 14
		SP:Iteration 25Q (175757.480000 sec): 3 clusters
  Score: Raw -702810.396848 + Penalty 4176.549153 = -698633.847694
  nChanged 8
		SP:Iteration 26Q (175757.660000 sec): 3 clusters
  Score: Raw -702812.582445 + Penalty 4176.549153 = -698636.033292
  nChanged 13
		SP:Iteration 27Q (175757.840000 sec): 3 clusters
  Score: Raw -702817.055377 + Penalty 4176.549153 = -698640.506224
  nChanged 12
		SP:Iteration 28Q (175758.080000 sec): 3 clusters
  Score: Raw -702821.610283 + Penalty 4176.549153 = -698645.061130
  nChanged 17
		SP:Iteration 29Q (175758.230000 sec): 3 clusters
  Score: Raw -702828.188261 + Penalty 4176.549153 = -698651.639108
  nChanged 20
		SP:Iteration 30Q (175758.380000 sec): 3 clusters
  Score: Raw -702835.942479 + Penalty 4176.549153 = -698659.393325
  nChanged 26
		SP:Iteration 31Q (175758.580000 sec): 3 clusters
  Score: Raw -702846.398814 + Penalty 4176.549153 = -698669.849661
  nChanged 20
		SP:Iteration 32Q (175758.780000 sec): 3 clusters
  Score: Raw -702853.509938 + Penalty 4176.549153 = -698676.960785
  nChanged 18
		SP:Iteration 33Q (175758.960000 sec): 3 clusters
  Score: Raw -702860.607006 + Penalty 4176.549153 = -698684.057853
  nChanged 25
		SP:Iteration 34Q (175759.100000 sec): 3 clusters
  Score: Raw -702871.625333 + Penalty 4176.549153 = -698695.076180
  nChanged 28
		SP:Iteration 35Q (175759.300000 sec): 3 clusters
  Score: Raw -702887.786217 + Penalty 4176.549153 = -698711.237063
  nChanged 41
		SP:Iteration 36Q (175759.420000 sec): 3 clusters
  Score: Raw -702912.176692 + Penalty 4176.549153 = -698735.627539
  nChanged 42
		SP:Iteration 37Q (175759.620000 sec): 3 clusters
  Score: Raw -702940.660020 + Penalty 4176.549153 = -698764.110866
  nChanged 48
		SP:Iteration 38Q (175759.800000 sec): 3 clusters
  Score: Raw -702976.639736 + Penalty 4176.549153 = -698800.090583
  nChanged 64
		SP:Iteration 39Q (175760.040000 sec): 3 clusters
  Score: Raw -703027.572032 + Penalty 4176.549153 = -698851.022879
  nChanged 69
		SP:Iteration 40F (175760.260000 sec): 3 clusters
  Score: Raw -703078.142211 + Penalty 4176.549153 = -698901.593058
  nChanged 67
		SP:Iteration 41Q (175760.490000 sec): 3 clusters
  Score: Raw -703124.234818 + Penalty 4176.549153 = -698947.685664
  nChanged 42
		SP:Iteration 42Q (175760.710000 sec): 3 clusters
  Score: Raw -703147.357673 + Penalty 4176.549153 = -698970.808520
  nChanged 37
		SP:Iteration 43Q (175760.950000 sec): 3 clusters
  Score: Raw -703170.023739 + Penalty 4176.549153 = -698993.474586
  nChanged 47
		SP:Iteration 44Q (175761.160000 sec): 3 clusters
  Score: Raw -703193.346797 + Penalty 4176.549153 = -699016.797643
  nChanged 35
		SP:Iteration 45Q (175761.320000 sec): 3 clusters
  Score: Raw -703210.159554 + Penalty 4176.549153 = -699033.610401
  nChanged 34
		SP:Iteration 46Q (175761.520000 sec): 3 clusters
  Score: Raw -703224.378466 + Penalty 4176.549153 = -699047.829313
  nChanged 27
		SP:Iteration 47Q (175761.730000 sec): 3 clusters
  Score: Raw -703235.970307 + Penalty 4176.549153 = -699059.421153
  nChanged 21
		SP:Iteration 48Q (175761.870000 sec): 3 clusters
  Score: Raw -703245.418969 + Penalty 4176.549153 = -699068.869816
  nChanged 15
		SP:Iteration 49Q (175762.090000 sec): 3 clusters
  Score: Raw -703255.188518 + Penalty 4176.549153 = -699078.639364
  nChanged 16
		SP:Iteration 50Q (175762.220000 sec): 3 clusters
  Score: Raw -703262.616078 + Penalty 4176.549153 = -699086.066924
  nChanged 10
		SP:Iteration 51Q (175762.360000 sec): 3 clusters
  Score: Raw -703267.041343 + Penalty 4176.549153 = -699090.492189
  nChanged 10
		SP:Iteration 52Q (175762.560000 sec): 3 clusters
  Score: Raw -703271.153749 + Penalty 4176.549153 = -699094.604596
  nChanged 7
		SP:Iteration 53Q (175762.740000 sec): 3 clusters
  Score: Raw -703276.704533 + Penalty 4176.549153 = -699100.155380
  nChanged 7
		SP:Iteration 54Q (175762.900000 sec): 3 clusters
  Score: Raw -703281.666477 + Penalty 4176.549153 = -699105.117323
  nChanged 12
		SP:Iteration 55Q (175763.100000 sec): 3 clusters
  Score: Raw -703290.698192 + Penalty 4176.549153 = -699114.149039
  nChanged 12
		SP:Iteration 56Q (175763.220000 sec): 3 clusters
  Score: Raw -703297.757846 + Penalty 4176.549153 = -699121.208693
  nChanged 14
		SP:Iteration 57Q (175763.380000 sec): 3 clusters
  Score: Raw -703302.772384 + Penalty 4176.549153 = -699126.223230
  nChanged 6
		SP:Iteration 58Q (175763.620000 sec): 3 clusters
  Score: Raw -703306.030175 + Penalty 4176.549153 = -699129.481022
  nChanged 8
		SP:Iteration 59Q (175763.760000 sec): 3 clusters
  Score: Raw -703308.780778 + Penalty 4176.549153 = -699132.231625
  nChanged 2
		SP:Iteration 60F (175763.920000 sec): 3 clusters
  Score: Raw -703309.595091 + Penalty 4176.549153 = -699133.045938
  nChanged 5
		SP:Iteration 61Q (175764.110000 sec): 3 clusters
  Score: Raw -703311.721292 + Penalty 4176.549153 = -699135.172139
  nChanged 6
		SP:Iteration 62Q (175764.300000 sec): 3 clusters
  Score: Raw -703315.455613 + Penalty 4176.549153 = -699138.906460
  nChanged 9
		SP:Iteration 63Q (175764.440000 sec): 3 clusters
  Score: Raw -703319.818306 + Penalty 4176.549153 = -699143.269153
  nChanged 8
		SP:Iteration 64Q (175764.660000 sec): 3 clusters
  Score: Raw -703323.025395 + Penalty 4176.549153 = -699146.476242
  nChanged 4
		SP:Iteration 65Q (175764.860000 sec): 3 clusters
  Score: Raw -703324.688575 + Penalty 4176.549153 = -699148.139422
  nChanged 7
		SP:Iteration 66Q (175765.040000 sec): 3 clusters
  Score: Raw -703328.037760 + Penalty 4176.549153 = -699151.488607
  nChanged 12
		SP:Iteration 67Q (175765.240000 sec): 3 clusters
  Score: Raw -703334.169975 + Penalty 4176.549153 = -699157.620822
  nChanged 9
		SP:Iteration 68Q (175765.420000 sec): 3 clusters
  Score: Raw -703338.658651 + Penalty 4176.549153 = -699162.109498
  nChanged 10
		SP:Iteration 69Q (175765.560000 sec): 3 clusters
  Score: Raw -703345.322797 + Penalty 4176.549153 = -699168.773644
  nChanged 12
		SP:Iteration 70Q (175765.760000 sec): 3 clusters
  Score: Raw -703352.321730 + Penalty 4176.549153 = -699175.772577
  nChanged 11
		SP:Iteration 71Q (175765.900000 sec): 3 clusters
  Score: Raw -703355.902738 + Penalty 4176.549153 = -699179.353585
  nChanged 7
		SP:Iteration 72Q (175766.050000 sec): 3 clusters
  Score: Raw -703357.831401 + Penalty 4176.549153 = -699181.282247
  nChanged 6
		SP:Iteration 73Q (175766.280000 sec): 3 clusters
  Score: Raw -703359.946308 + Penalty 4176.549153 = -699183.397155
  nChanged 9
		SP:Iteration 74Q (175766.450000 sec): 3 clusters
  Score: Raw -703363.022539 + Penalty 4176.549153 = -699186.473386
  nChanged 7
		SP:Iteration 75Q (175766.560000 sec): 3 clusters
  Score: Raw -703366.083218 + Penalty 4176.549153 = -699189.534065
  nChanged 8
		SP:Iteration 76Q (175766.710000 sec): 3 clusters
  Score: Raw -703368.534211 + Penalty 4176.549153 = -699191.985058
  nChanged 7
		SP:Iteration 77Q (175766.920000 sec): 3 clusters
  Score: Raw -703371.416709 + Penalty 4176.549153 = -699194.867555
  nChanged 6
		SP:Iteration 78Q (175767.090000 sec): 3 clusters
  Score: Raw -703373.663252 + Penalty 4176.549153 = -699197.114099
  nChanged 6
		SP:Iteration 79Q (175767.280000 sec): 3 clusters
  Score: Raw -703376.337249 + Penalty 4176.549153 = -699199.788096
  nChanged 6
		SP:Iteration 80F (175767.480000 sec): 3 clusters
  Score: Raw -703378.394593 + Penalty 4176.549153 = -699201.845440
  nChanged 8
		SP:Iteration 81Q (175767.610000 sec): 3 clusters
  Score: Raw -703382.150438 + Penalty 4176.549153 = -699205.601284
  nChanged 12
		SP:Iteration 82Q (175767.810000 sec): 3 clusters
  Score: Raw -703388.054592 + Penalty 4176.549153 = -699211.505438
  nChanged 11
		SP:Iteration 83Q (175767.980000 sec): 3 clusters
  Score: Raw -703392.407308 + Penalty 4176.549153 = -699215.858154
  nChanged 10
		SP:Iteration 84Q (175768.180000 sec): 3 clusters
  Score: Raw -703396.066825 + Penalty 4176.549153 = -699219.517671
  nChanged 7
		SP:Iteration 85Q (175768.380000 sec): 3 clusters
  Score: Raw -703398.733487 + Penalty 4176.549153 = -699222.184333
  nChanged 7
		SP:Iteration 86Q (175768.600000 sec): 3 clusters
  Score: Raw -703401.558598 + Penalty 4176.549153 = -699225.009445
  nChanged 9
		SP:Iteration 87Q (175768.870000 sec): 3 clusters
  Score: Raw -703405.677647 + Penalty 4176.549153 = -699229.128493
  nChanged 11
		SP:Iteration 88Q (175769.040000 sec): 3 clusters
  Score: Raw -703409.421160 + Penalty 4176.549153 = -699232.872007
  nChanged 8
		SP:Iteration 89Q (175769.170000 sec): 3 clusters
  Score: Raw -703412.150800 + Penalty 4176.549153 = -699235.601647
  nChanged 7
		SP:Iteration 90Q (175769.330000 sec): 3 clusters
  Score: Raw -703414.138992 + Penalty 4176.549153 = -699237.589839
  nChanged 5
		SP:Iteration 91Q (175769.490000 sec): 3 clusters
  Score: Raw -703415.457976 + Penalty 4176.549153 = -699238.908823
  nChanged 1
		SP:Iteration 92Q (175769.680000 sec): 3 clusters
  Score: Raw -703415.711105 + Penalty 4176.549153 = -699239.161952
  nChanged 1
		SP:Iteration 93Q (175769.870000 sec): 3 clusters
  Score: Raw -703415.887404 + Penalty 4176.549153 = -699239.338250
  nChanged 1
		SP:Iteration 94Q (175770.000000 sec): 3 clusters
  Score: Raw -703415.998333 + Penalty 4176.549153 = -699239.449179
  nChanged 1
		SP:Iteration 95Q (175770.240000 sec): 3 clusters
  Score: Raw -703416.230318 + Penalty 4176.549153 = -699239.681164
  nChanged 0
		SP:Iteration 96F (175770.460000 sec): 3 clusters
  Score: Raw -703416.230318 + Penalty 4176.549153 = -699239.681164
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 31 (7151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175770.630000 sec): 2 clusters
  Score: Raw -1094721.064472 + Penalty 2201.001857 = -1092520.062615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175770.930000 sec): 3 clusters
  Score: Raw -1091079.333275 + Penalty 4402.003713 = -1086677.329562
  nChanged 2817
		SP:Iteration 1F (175771.170000 sec): 3 clusters
  Score: Raw -1092619.563313 + Penalty 4402.003713 = -1088217.559600
  nChanged 541
		SP:Iteration 2F (175771.450000 sec): 3 clusters
  Score: Raw -1092925.459740 + Penalty 4402.003713 = -1088523.456027
  nChanged 400
		SP:Iteration 3F (175771.690000 sec): 3 clusters
  Score: Raw -1093162.321992 + Penalty 4402.003713 = -1088760.318279
  nChanged 354
		SP:Iteration 4Q (175771.900000 sec): 3 clusters
  Score: Raw -1093382.605806 + Penalty 4402.003713 = -1088980.602093
  nChanged 334
		SP:Iteration 5Q (175772.110000 sec): 3 clusters
  Score: Raw -1093571.239354 + Penalty 4402.003713 = -1089169.235641
  nChanged 269
		SP:Iteration 6Q (175772.370000 sec): 3 clusters
  Score: Raw -1093713.892757 + Penalty 4402.003713 = -1089311.889043
  nChanged 259
		SP:Iteration 7Q (175772.620000 sec): 3 clusters
  Score: Raw -1093848.611795 + Penalty 4402.003713 = -1089446.608081
  nChanged 211
		SP:Iteration 8Q (175772.810000 sec): 3 clusters
  Score: Raw -1093960.908645 + Penalty 4402.003713 = -1089558.904932
  nChanged 205
		SP:Iteration 9Q (175773.100000 sec): 3 clusters
  Score: Raw -1094064.872333 + Penalty 4402.003713 = -1089662.868620
  nChanged 192
		SP:Iteration 10Q (175773.300000 sec): 3 clusters
  Score: Raw -1094167.218516 + Penalty 4402.003713 = -1089765.214803
  nChanged 195
		SP:Iteration 11Q (175773.480000 sec): 3 clusters
  Score: Raw -1094275.353991 + Penalty 4402.003713 = -1089873.350278
  nChanged 183
		SP:Iteration 12Q (175773.740000 sec): 3 clusters
  Score: Raw -1094358.835132 + Penalty 4402.003713 = -1089956.831419
  nChanged 150
		SP:Iteration 13Q (175773.900000 sec): 3 clusters
  Score: Raw -1094422.796807 + Penalty 4402.003713 = -1090020.793094
  nChanged 132
		SP:Iteration 14Q (175774.140000 sec): 3 clusters
  Score: Raw -1094467.997722 + Penalty 4402.003713 = -1090065.994008
  nChanged 104
		SP:Iteration 15Q (175774.320000 sec): 3 clusters
  Score: Raw -1094507.401070 + Penalty 4402.003713 = -1090105.397357
  nChanged 94
		SP:Iteration 16Q (175774.560000 sec): 3 clusters
  Score: Raw -1094535.110294 + Penalty 4402.003713 = -1090133.106581
  nChanged 82
		SP:Iteration 17Q (175774.720000 sec): 3 clusters
  Score: Raw -1094562.613929 + Penalty 4402.003713 = -1090160.610216
  nChanged 83
		SP:Iteration 18Q (175774.890000 sec): 3 clusters
  Score: Raw -1094585.680166 + Penalty 4402.003713 = -1090183.676453
  nChanged 70
		SP:Iteration 19Q (175775.080000 sec): 3 clusters
  Score: Raw -1094603.008277 + Penalty 4402.003713 = -1090201.004564
  nChanged 58
		SP:Iteration 20F (175775.260000 sec): 3 clusters
  Score: Raw -1094618.586402 + Penalty 4402.003713 = -1090216.582689
  nChanged 52
		SP:Iteration 21Q (175775.450000 sec): 3 clusters
  Score: Raw -1094631.464959 + Penalty 4402.003713 = -1090229.461246
  nChanged 39
		SP:Iteration 22Q (175775.630000 sec): 3 clusters
  Score: Raw -1094641.476773 + Penalty 4402.003713 = -1090239.473060
  nChanged 25
		SP:Iteration 23Q (175775.820000 sec): 3 clusters
  Score: Raw -1094646.655518 + Penalty 4402.003713 = -1090244.651805
  nChanged 21
		SP:Iteration 24Q (175776.000000 sec): 3 clusters
  Score: Raw -1094650.402417 + Penalty 4402.003713 = -1090248.398703
  nChanged 13
		SP:Iteration 25Q (175776.190000 sec): 3 clusters
  Score: Raw -1094652.954641 + Penalty 4402.003713 = -1090250.950928
  nChanged 12
		SP:Iteration 26Q (175776.380000 sec): 3 clusters
  Score: Raw -1094654.551615 + Penalty 4402.003713 = -1090252.547902
  nChanged 7
		SP:Iteration 27Q (175776.560000 sec): 3 clusters
  Score: Raw -1094655.633744 + Penalty 4402.003713 = -1090253.630031
  nChanged 7
		SP:Iteration 28Q (175776.750000 sec): 3 clusters
  Score: Raw -1094656.826123 + Penalty 4402.003713 = -1090254.822409
  nChanged 9
		SP:Iteration 29Q (175776.940000 sec): 3 clusters
  Score: Raw -1094658.571655 + Penalty 4402.003713 = -1090256.567942
  nChanged 10
		SP:Iteration 30Q (175777.120000 sec): 3 clusters
  Score: Raw -1094660.267952 + Penalty 4402.003713 = -1090258.264239
  nChanged 10
		SP:Iteration 31Q (175777.300000 sec): 3 clusters
  Score: Raw -1094661.783878 + Penalty 4402.003713 = -1090259.780165
  nChanged 6
		SP:Iteration 32Q (175777.490000 sec): 3 clusters
  Score: Raw -1094662.648136 + Penalty 4402.003713 = -1090260.644423
  nChanged 4
		SP:Iteration 33Q (175777.680000 sec): 3 clusters
  Score: Raw -1094663.330566 + Penalty 4402.003713 = -1090261.326853
  nChanged 1
		SP:Iteration 34Q (175777.860000 sec): 3 clusters
  Score: Raw -1094663.427324 + Penalty 4402.003713 = -1090261.423611
  nChanged 2
		SP:Iteration 35Q (175778.050000 sec): 3 clusters
  Score: Raw -1094663.724855 + Penalty 4402.003713 = -1090261.721142
  nChanged 1
		SP:Iteration 36Q (175778.240000 sec): 3 clusters
  Score: Raw -1094664.019379 + Penalty 4402.003713 = -1090262.015666
  nChanged 2
		SP:Iteration 37Q (175778.420000 sec): 3 clusters
  Score: Raw -1094664.398593 + Penalty 4402.003713 = -1090262.394880
  nChanged 2
		SP:Iteration 38Q (175778.610000 sec): 3 clusters
  Score: Raw -1094664.676722 + Penalty 4402.003713 = -1090262.673009
  nChanged 2
		SP:Iteration 39Q (175778.800000 sec): 3 clusters
  Score: Raw -1094664.939884 + Penalty 4402.003713 = -1090262.936171
  nChanged 2
		SP:Iteration 40F (175778.980000 sec): 3 clusters
  Score: Raw -1094665.287639 + Penalty 4402.003713 = -1090263.283926
  nChanged 2
		SP:Iteration 41Q (175779.170000 sec): 3 clusters
  Score: Raw -1094665.587895 + Penalty 4402.003713 = -1090263.584182
  nChanged 1
		SP:Iteration 42Q (175779.350000 sec): 3 clusters
  Score: Raw -1094665.659514 + Penalty 4402.003713 = -1090263.655801
  nChanged 0
		SP:Iteration 43F (175779.540000 sec): 3 clusters
  Score: Raw -1094665.659514 + Penalty 4402.003713 = -1090263.655801
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 32 (3448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175779.660000 sec): 2 clusters
  Score: Raw -542017.423362 + Penalty 2020.096309 = -539997.327053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175779.850000 sec): 3 clusters
  Score: Raw -540511.497372 + Penalty 4040.192617 = -536471.304755
  nChanged 1218
		SP:Iteration 1F (175780.030000 sec): 3 clusters
  Score: Raw -541255.508773 + Penalty 4040.192617 = -537215.316156
  nChanged 233
		SP:Iteration 2F (175780.200000 sec): 3 clusters
  Score: Raw -541405.716182 + Penalty 4040.192617 = -537365.523565
  nChanged 160
		SP:Iteration 3Q (175780.380000 sec): 3 clusters
  Score: Raw -541505.854186 + Penalty 4040.192617 = -537465.661569
  nChanged 119
		SP:Iteration 4Q (175780.550000 sec): 3 clusters
  Score: Raw -541570.423135 + Penalty 4040.192617 = -537530.230518
  nChanged 91
		SP:Iteration 5Q (175780.730000 sec): 3 clusters
  Score: Raw -541622.421563 + Penalty 4040.192617 = -537582.228945
  nChanged 72
		SP:Iteration 6Q (175780.900000 sec): 3 clusters
  Score: Raw -541672.134697 + Penalty 4040.192617 = -537631.942080
  nChanged 73
		SP:Iteration 7Q (175781.080000 sec): 3 clusters
  Score: Raw -541714.420131 + Penalty 4040.192617 = -537674.227514
  nChanged 78
		SP:Iteration 8Q (175781.260000 sec): 3 clusters
  Score: Raw -541756.556516 + Penalty 4040.192617 = -537716.363899
  nChanged 67
		SP:Iteration 9Q (175781.430000 sec): 3 clusters
  Score: Raw -541791.103675 + Penalty 4040.192617 = -537750.911057
  nChanged 49
		SP:Iteration 10Q (175781.610000 sec): 3 clusters
  Score: Raw -541823.277915 + Penalty 4040.192617 = -537783.085298
  nChanged 58
		SP:Iteration 11Q (175781.780000 sec): 3 clusters
  Score: Raw -541856.535036 + Penalty 4040.192617 = -537816.342419
  nChanged 53
		SP:Iteration 12Q (175781.960000 sec): 3 clusters
  Score: Raw -541882.899090 + Penalty 4040.192617 = -537842.706473
  nChanged 48
		SP:Iteration 13Q (175782.180000 sec): 3 clusters
  Score: Raw -541910.243008 + Penalty 4040.192617 = -537870.050390
  nChanged 51
		SP:Iteration 14Q (175782.320000 sec): 3 clusters
  Score: Raw -541945.906090 + Penalty 4040.192617 = -537905.713472
  nChanged 61
		SP:Iteration 15Q (175782.540000 sec): 3 clusters
  Score: Raw -541983.947238 + Penalty 4040.192617 = -537943.754621
  nChanged 65
		SP:Iteration 16Q (175782.680000 sec): 3 clusters
  Score: Raw -542029.258335 + Penalty 4040.192617 = -537989.065718
  nChanged 68
		SP:Iteration 17Q (175782.860000 sec): 3 clusters
  Score: Raw -542075.799258 + Penalty 4040.192617 = -538035.606640
  nChanged 75
		SP:Iteration 18Q (175783.040000 sec): 3 clusters
  Score: Raw -542136.050746 + Penalty 4040.192617 = -538095.858129
  nChanged 72
		SP:Iteration 19Q (175783.210000 sec): 3 clusters
  Score: Raw -542197.391231 + Penalty 4040.192617 = -538157.198614
  nChanged 73
		SP:Iteration 20F (175783.390000 sec): 3 clusters
  Score: Raw -542256.933854 + Penalty 4040.192617 = -538216.741237
  nChanged 76
		SP:Iteration 21Q (175783.560000 sec): 3 clusters
  Score: Raw -542330.764153 + Penalty 4040.192617 = -538290.571536
  nChanged 81
		SP:Iteration 22Q (175783.740000 sec): 3 clusters
  Score: Raw -542411.938383 + Penalty 4040.192617 = -538371.745766
  nChanged 80
		SP:Iteration 23Q (175783.910000 sec): 3 clusters
  Score: Raw -542493.347747 + Penalty 4040.192617 = -538453.155129
  nChanged 78
		SP:Iteration 24Q (175784.090000 sec): 3 clusters
  Score: Raw -542564.984949 + Penalty 4040.192617 = -538524.792331
  nChanged 65
		SP:Iteration 25Q (175784.260000 sec): 3 clusters
  Score: Raw -542623.644703 + Penalty 4040.192617 = -538583.452086
  nChanged 56
		SP:Iteration 26Q (175784.440000 sec): 3 clusters
  Score: Raw -542666.721481 + Penalty 4040.192617 = -538626.528863
  nChanged 55
		SP:Iteration 27Q (175784.620000 sec): 3 clusters
  Score: Raw -542710.722150 + Penalty 4040.192617 = -538670.529532
  nChanged 49
		SP:Iteration 28Q (175784.790000 sec): 3 clusters
  Score: Raw -542749.955600 + Penalty 4040.192617 = -538709.762983
  nChanged 41
		SP:Iteration 29Q (175784.970000 sec): 3 clusters
  Score: Raw -542778.982643 + Penalty 4040.192617 = -538738.790025
  nChanged 41
		SP:Iteration 30Q (175785.140000 sec): 3 clusters
  Score: Raw -542805.273566 + Penalty 4040.192617 = -538765.080948
  nChanged 31
		SP:Iteration 31Q (175785.320000 sec): 3 clusters
  Score: Raw -542825.324570 + Penalty 4040.192617 = -538785.131952
  nChanged 29
		SP:Iteration 32Q (175785.490000 sec): 3 clusters
  Score: Raw -542840.196864 + Penalty 4040.192617 = -538800.004247
  nChanged 21
		SP:Iteration 33Q (175785.670000 sec): 3 clusters
  Score: Raw -542850.955349 + Penalty 4040.192617 = -538810.762732
  nChanged 6
		SP:Iteration 34Q (175785.840000 sec): 3 clusters
  Score: Raw -542853.939767 + Penalty 4040.192617 = -538813.747150
  nChanged 7
		SP:Iteration 35Q (175786.020000 sec): 3 clusters
  Score: Raw -542856.827365 + Penalty 4040.192617 = -538816.634748
  nChanged 4
		SP:Iteration 36Q (175786.200000 sec): 3 clusters
  Score: Raw -542859.305300 + Penalty 4040.192617 = -538819.112683
  nChanged 1
		SP:Iteration 37Q (175786.370000 sec): 3 clusters
  Score: Raw -542859.750360 + Penalty 4040.192617 = -538819.557743
  nChanged 0
		SP:Iteration 38F (175786.540000 sec): 3 clusters
  Score: Raw -542859.750360 + Penalty 4040.192617 = -538819.557743
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 33 (10792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175786.680000 sec): 2 clusters
  Score: Raw -1691531.553610 + Penalty 2303.066979 = -1689228.486632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175786.960000 sec): 3 clusters
  Score: Raw -1685573.718072 + Penalty 4606.133957 = -1680967.584115
  nChanged 4480
		SP:Iteration 1F (175787.190000 sec): 3 clusters
  Score: Raw -1687977.535136 + Penalty 4606.133957 = -1683371.401178
  nChanged 734
		SP:Iteration 2F (175787.460000 sec): 3 clusters
  Score: Raw -1688358.353251 + Penalty 4606.133957 = -1683752.219294
  nChanged 595
		SP:Iteration 3F (175787.690000 sec): 3 clusters
  Score: Raw -1688624.168464 + Penalty 4606.133957 = -1684018.034507
  nChanged 462
		SP:Iteration 4Q (175787.960000 sec): 3 clusters
  Score: Raw -1688834.401106 + Penalty 4606.133957 = -1684228.267149
  nChanged 416
		SP:Iteration 5Q (175788.200000 sec): 3 clusters
  Score: Raw -1689012.250764 + Penalty 4606.133957 = -1684406.116807
  nChanged 377
		SP:Iteration 6Q (175788.470000 sec): 3 clusters
  Score: Raw -1689178.584480 + Penalty 4606.133957 = -1684572.450523
  nChanged 379
		SP:Iteration 7Q (175788.700000 sec): 3 clusters
  Score: Raw -1689380.925676 + Penalty 4606.133957 = -1684774.791719
  nChanged 393
		SP:Iteration 8Q (175788.980000 sec): 3 clusters
  Score: Raw -1689590.125144 + Penalty 4606.133957 = -1684983.991186
  nChanged 396
		SP:Iteration 9Q (175789.210000 sec): 3 clusters
  Score: Raw -1689819.088691 + Penalty 4606.133957 = -1685212.954733
  nChanged 411
		SP:Iteration 10Q (175789.490000 sec): 3 clusters
  Score: Raw -1690063.727392 + Penalty 4606.133957 = -1685457.593434
  nChanged 386
		SP:Iteration 11Q (175789.720000 sec): 3 clusters
  Score: Raw -1690296.657416 + Penalty 4606.133957 = -1685690.523458
  nChanged 362
		SP:Iteration 12Q (175790.000000 sec): 3 clusters
  Score: Raw -1690530.850381 + Penalty 4606.133957 = -1685924.716423
  nChanged 337
		SP:Iteration 13Q (175790.230000 sec): 3 clusters
  Score: Raw -1690755.150414 + Penalty 4606.133957 = -1686149.016456
  nChanged 314
		SP:Iteration 14Q (175790.460000 sec): 3 clusters
  Score: Raw -1690960.606853 + Penalty 4606.133957 = -1686354.472896
  nChanged 265
		SP:Iteration 15Q (175790.740000 sec): 3 clusters
  Score: Raw -1691114.669771 + Penalty 4606.133957 = -1686508.535813
  nChanged 209
		SP:Iteration 16Q (175790.970000 sec): 3 clusters
  Score: Raw -1691224.344048 + Penalty 4606.133957 = -1686618.210091
  nChanged 160
		SP:Iteration 17Q (175791.210000 sec): 3 clusters
  Score: Raw -1691305.096732 + Penalty 4606.133957 = -1686698.962774
  nChanged 143
		SP:Iteration 18Q (175791.400000 sec): 3 clusters
  Score: Raw -1691373.712983 + Penalty 4606.133957 = -1686767.579025
  nChanged 133
		SP:Iteration 19Q (175791.640000 sec): 3 clusters
  Score: Raw -1691436.300576 + Penalty 4606.133957 = -1686830.166618
  nChanged 99
		SP:Iteration 20F (175791.920000 sec): 3 clusters
  Score: Raw -1691480.726036 + Penalty 4606.133957 = -1686874.592079
  nChanged 80
		SP:Iteration 21Q (175792.100000 sec): 3 clusters
  Score: Raw -1691519.168555 + Penalty 4606.133957 = -1686913.034598
  nChanged 85
		SP:Iteration 22Q (175792.300000 sec): 3 clusters
  Score: Raw -1691560.967861 + Penalty 4606.133957 = -1686954.833904
  nChanged 85
		SP:Iteration 23Q (175792.480000 sec): 3 clusters
  Score: Raw -1691605.207107 + Penalty 4606.133957 = -1686999.073150
  nChanged 81
		SP:Iteration 24Q (175792.680000 sec): 3 clusters
  Score: Raw -1691643.860487 + Penalty 4606.133957 = -1687037.726529
  nChanged 73
		SP:Iteration 25Q (175792.870000 sec): 3 clusters
  Score: Raw -1691678.436838 + Penalty 4606.133957 = -1687072.302880
  nChanged 67
		SP:Iteration 26Q (175793.060000 sec): 3 clusters
  Score: Raw -1691707.794194 + Penalty 4606.133957 = -1687101.660237
  nChanged 52
		SP:Iteration 27Q (175793.240000 sec): 3 clusters
  Score: Raw -1691728.144952 + Penalty 4606.133957 = -1687122.010995
  nChanged 32
		SP:Iteration 28Q (175793.440000 sec): 3 clusters
  Score: Raw -1691740.864770 + Penalty 4606.133957 = -1687134.730812
  nChanged 32
		SP:Iteration 29Q (175793.630000 sec): 3 clusters
  Score: Raw -1691754.262389 + Penalty 4606.133957 = -1687148.128431
  nChanged 32
		SP:Iteration 30Q (175793.820000 sec): 3 clusters
  Score: Raw -1691769.247524 + Penalty 4606.133957 = -1687163.113567
  nChanged 27
		SP:Iteration 31Q (175794.010000 sec): 3 clusters
  Score: Raw -1691781.644934 + Penalty 4606.133957 = -1687175.510976
  nChanged 29
		SP:Iteration 32Q (175794.200000 sec): 3 clusters
  Score: Raw -1691793.691297 + Penalty 4606.133957 = -1687187.557340
  nChanged 23
		SP:Iteration 33Q (175794.390000 sec): 3 clusters
  Score: Raw -1691805.076524 + Penalty 4606.133957 = -1687198.942566
  nChanged 27
		SP:Iteration 34Q (175794.580000 sec): 3 clusters
  Score: Raw -1691815.487682 + Penalty 4606.133957 = -1687209.353725
  nChanged 20
		SP:Iteration 35Q (175794.770000 sec): 3 clusters
  Score: Raw -1691823.402713 + Penalty 4606.133957 = -1687217.268756
  nChanged 21
		SP:Iteration 36Q (175794.960000 sec): 3 clusters
  Score: Raw -1691834.002315 + Penalty 4606.133957 = -1687227.868358
  nChanged 28
		SP:Iteration 37Q (175795.150000 sec): 3 clusters
  Score: Raw -1691844.760679 + Penalty 4606.133957 = -1687238.626721
  nChanged 27
		SP:Iteration 38Q (175795.340000 sec): 3 clusters
  Score: Raw -1691858.673820 + Penalty 4606.133957 = -1687252.539863
  nChanged 22
		SP:Iteration 39Q (175795.530000 sec): 3 clusters
  Score: Raw -1691869.511145 + Penalty 4606.133957 = -1687263.377187
  nChanged 16
		SP:Iteration 40F (175795.720000 sec): 3 clusters
  Score: Raw -1691874.907957 + Penalty 4606.133957 = -1687268.774000
  nChanged 12
		SP:Iteration 41Q (175795.910000 sec): 3 clusters
  Score: Raw -1691879.644351 + Penalty 4606.133957 = -1687273.510393
  nChanged 7
		SP:Iteration 42Q (175796.100000 sec): 3 clusters
  Score: Raw -1691882.084298 + Penalty 4606.133957 = -1687275.950340
  nChanged 3
		SP:Iteration 43Q (175796.290000 sec): 3 clusters
  Score: Raw -1691883.070158 + Penalty 4606.133957 = -1687276.936201
  nChanged 2
		SP:Iteration 44Q (175796.480000 sec): 3 clusters
  Score: Raw -1691883.575015 + Penalty 4606.133957 = -1687277.441058
  nChanged 1
		SP:Iteration 45Q (175796.670000 sec): 3 clusters
  Score: Raw -1691883.645360 + Penalty 4606.133957 = -1687277.511403
  nChanged 0
		SP:Iteration 46F (175796.860000 sec): 3 clusters
  Score: Raw -1691883.645360 + Penalty 4606.133957 = -1687277.511403
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 34 (7395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175797.010000 sec): 2 clusters
  Score: Raw -1148406.229718 + Penalty 2209.322725 = -1146196.906993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175797.200000 sec): 3 clusters
  Score: Raw -1144574.912400 + Penalty 4418.645450 = -1140156.266950
  nChanged 2995
		SP:Iteration 1F (175797.410000 sec): 3 clusters
  Score: Raw -1146238.351661 + Penalty 4418.645450 = -1141819.706211
  nChanged 617
		SP:Iteration 2F (175797.660000 sec): 3 clusters
  Score: Raw -1146628.654622 + Penalty 4418.645450 = -1142210.009172
  nChanged 487
		SP:Iteration 3F (175797.800000 sec): 3 clusters
  Score: Raw -1146984.704685 + Penalty 4418.645450 = -1142566.059234
  nChanged 476
		SP:Iteration 4F (175797.950000 sec): 3 clusters
  Score: Raw -1147366.327614 + Penalty 4418.645450 = -1142947.682164
  nChanged 507
		SP:Iteration 5F (175798.100000 sec): 3 clusters
  Score: Raw -1147760.786021 + Penalty 4418.645450 = -1143342.140571
  nChanged 429
		SP:Iteration 6F (175798.230000 sec): 3 clusters
  Score: Raw -1148097.720437 + Penalty 4418.645450 = -1143679.074987
  nChanged 381
		SP:Iteration 7F (175798.350000 sec): 3 clusters
  Score: Raw -1148371.651380 + Penalty 4418.645450 = -1143953.005930
  nChanged 298
		SP:Iteration 8Q (175798.550000 sec): 3 clusters
  Score: Raw -1148548.105904 + Penalty 4418.645450 = -1144129.460454
  nChanged 188
		SP:Iteration 9Q (175798.750000 sec): 3 clusters
  Score: Raw -1148638.733778 + Penalty 4418.645450 = -1144220.088328
  nChanged 128
		SP:Iteration 10Q (175798.930000 sec): 3 clusters
  Score: Raw -1148691.995803 + Penalty 4418.645450 = -1144273.350353
  nChanged 111
		SP:Iteration 11Q (175799.130000 sec): 3 clusters
  Score: Raw -1148735.116232 + Penalty 4418.645450 = -1144316.470782
  nChanged 80
		SP:Iteration 12Q (175799.310000 sec): 3 clusters
  Score: Raw -1148762.086277 + Penalty 4418.645450 = -1144343.440827
  nChanged 59
		SP:Iteration 13Q (175799.490000 sec): 3 clusters
  Score: Raw -1148783.013366 + Penalty 4418.645450 = -1144364.367916
  nChanged 49
		SP:Iteration 14Q (175799.700000 sec): 3 clusters
  Score: Raw -1148799.102375 + Penalty 4418.645450 = -1144380.456925
  nChanged 47
		SP:Iteration 15Q (175799.880000 sec): 3 clusters
  Score: Raw -1148812.754765 + Penalty 4418.645450 = -1144394.109315
  nChanged 41
		SP:Iteration 16Q (175800.070000 sec): 3 clusters
  Score: Raw -1148825.443371 + Penalty 4418.645450 = -1144406.797921
  nChanged 30
		SP:Iteration 17Q (175800.250000 sec): 3 clusters
  Score: Raw -1148833.220175 + Penalty 4418.645450 = -1144414.574725
  nChanged 20
		SP:Iteration 18Q (175800.410000 sec): 3 clusters
  Score: Raw -1148838.239558 + Penalty 4418.645450 = -1144419.594108
  nChanged 13
		SP:Iteration 19Q (175800.650000 sec): 3 clusters
  Score: Raw -1148841.434486 + Penalty 4418.645450 = -1144422.789036
  nChanged 17
		SP:Iteration 20F (175800.910000 sec): 3 clusters
  Score: Raw -1148845.328992 + Penalty 4418.645450 = -1144426.683542
  nChanged 20
		SP:Iteration 21Q (175801.120000 sec): 3 clusters
  Score: Raw -1148849.391163 + Penalty 4418.645450 = -1144430.745713
  nChanged 13
		SP:Iteration 22Q (175801.360000 sec): 3 clusters
  Score: Raw -1148851.527714 + Penalty 4418.645450 = -1144432.882264
  nChanged 7
		SP:Iteration 23Q (175801.570000 sec): 3 clusters
  Score: Raw -1148852.978346 + Penalty 4418.645450 = -1144434.332896
  nChanged 11
		SP:Iteration 24Q (175801.740000 sec): 3 clusters
  Score: Raw -1148854.703472 + Penalty 4418.645450 = -1144436.058022
  nChanged 6
		SP:Iteration 25Q (175801.880000 sec): 3 clusters
  Score: Raw -1148855.706970 + Penalty 4418.645450 = -1144437.061520
  nChanged 7
		SP:Iteration 26Q (175802.140000 sec): 3 clusters
  Score: Raw -1148857.331323 + Penalty 4418.645450 = -1144438.685873
  nChanged 9
		SP:Iteration 27Q (175802.390000 sec): 3 clusters
  Score: Raw -1148858.928929 + Penalty 4418.645450 = -1144440.283479
  nChanged 11
		SP:Iteration 28Q (175802.670000 sec): 3 clusters
  Score: Raw -1148861.209120 + Penalty 4418.645450 = -1144442.563670
  nChanged 9
		SP:Iteration 29Q (175802.900000 sec): 3 clusters
  Score: Raw -1148863.195435 + Penalty 4418.645450 = -1144444.549984
  nChanged 11
		SP:Iteration 30Q (175803.130000 sec): 3 clusters
  Score: Raw -1148866.042327 + Penalty 4418.645450 = -1144447.396877
  nChanged 15
		SP:Iteration 31Q (175803.320000 sec): 3 clusters
  Score: Raw -1148868.991795 + Penalty 4418.645450 = -1144450.346345
  nChanged 9
		SP:Iteration 32Q (175803.530000 sec): 3 clusters
  Score: Raw -1148870.942752 + Penalty 4418.645450 = -1144452.297302
  nChanged 10
		SP:Iteration 33Q (175803.780000 sec): 3 clusters
  Score: Raw -1148873.236478 + Penalty 4418.645450 = -1144454.591028
  nChanged 9
		SP:Iteration 34Q (175804.020000 sec): 3 clusters
  Score: Raw -1148874.871253 + Penalty 4418.645450 = -1144456.225803
  nChanged 8
		SP:Iteration 35Q (175804.250000 sec): 3 clusters
  Score: Raw -1148876.818659 + Penalty 4418.645450 = -1144458.173209
  nChanged 4
		SP:Iteration 36Q (175804.510000 sec): 3 clusters
  Score: Raw -1148877.604172 + Penalty 4418.645450 = -1144458.958722
  nChanged 2
		SP:Iteration 37Q (175804.650000 sec): 3 clusters
  Score: Raw -1148878.035792 + Penalty 4418.645450 = -1144459.390342
  nChanged 3
		SP:Iteration 38Q (175804.810000 sec): 3 clusters
  Score: Raw -1148878.386301 + Penalty 4418.645450 = -1144459.740851
  nChanged 1
		SP:Iteration 39Q (175805.070000 sec): 3 clusters
  Score: Raw -1148878.472377 + Penalty 4418.645450 = -1144459.826927
  nChanged 0
		SP:Iteration 40F (175805.270000 sec): 3 clusters
  Score: Raw -1148878.472377 + Penalty 4418.645450 = -1144459.826927
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 35 (7862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175805.380000 sec): 2 clusters
  Score: Raw -1193350.978347 + Penalty 2224.509484 = -1191126.468863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175805.600000 sec): 3 clusters
  Score: Raw -1189254.512743 + Penalty 4449.018968 = -1184805.493775
  nChanged 3215
		SP:Iteration 1F (175805.840000 sec): 3 clusters
  Score: Raw -1191167.717422 + Penalty 4449.018968 = -1186718.698454
  nChanged 574
		SP:Iteration 2F (175806.100000 sec): 3 clusters
  Score: Raw -1191528.395687 + Penalty 4449.018968 = -1187079.376719
  nChanged 455
		SP:Iteration 3F (175806.350000 sec): 3 clusters
  Score: Raw -1191810.504916 + Penalty 4449.018968 = -1187361.485948
  nChanged 404
		SP:Iteration 4F (175806.550000 sec): 3 clusters
  Score: Raw -1192045.749655 + Penalty 4449.018968 = -1187596.730687
  nChanged 343
		SP:Iteration 5Q (175806.820000 sec): 3 clusters
  Score: Raw -1192258.383988 + Penalty 4449.018968 = -1187809.365020
  nChanged 339
		SP:Iteration 6Q (175807.030000 sec): 3 clusters
  Score: Raw -1192469.316281 + Penalty 4449.018968 = -1188020.297313
  nChanged 304
		SP:Iteration 7Q (175807.250000 sec): 3 clusters
  Score: Raw -1192639.747033 + Penalty 4449.018968 = -1188190.728065
  nChanged 260
		SP:Iteration 8Q (175807.460000 sec): 3 clusters
  Score: Raw -1192784.040016 + Penalty 4449.018968 = -1188335.021048
  nChanged 245
		SP:Iteration 9Q (175807.650000 sec): 3 clusters
  Score: Raw -1192901.928794 + Penalty 4449.018968 = -1188452.909826
  nChanged 217
		SP:Iteration 10Q (175807.850000 sec): 3 clusters
  Score: Raw -1192999.366300 + Penalty 4449.018968 = -1188550.347333
  nChanged 189
		SP:Iteration 11Q (175808.090000 sec): 3 clusters
  Score: Raw -1193093.877098 + Penalty 4449.018968 = -1188644.858131
  nChanged 173
		SP:Iteration 12Q (175808.300000 sec): 3 clusters
  Score: Raw -1193176.918734 + Penalty 4449.018968 = -1188727.899766
  nChanged 148
		SP:Iteration 13Q (175808.520000 sec): 3 clusters
  Score: Raw -1193242.747243 + Penalty 4449.018968 = -1188793.728275
  nChanged 121
		SP:Iteration 14Q (175808.730000 sec): 3 clusters
  Score: Raw -1193294.557372 + Penalty 4449.018968 = -1188845.538404
  nChanged 110
		SP:Iteration 15Q (175808.970000 sec): 3 clusters
  Score: Raw -1193336.140623 + Penalty 4449.018968 = -1188887.121655
  nChanged 85
		SP:Iteration 16Q (175809.170000 sec): 3 clusters
  Score: Raw -1193366.018448 + Penalty 4449.018968 = -1188916.999480
  nChanged 73
		SP:Iteration 17Q (175809.360000 sec): 3 clusters
  Score: Raw -1193395.214801 + Penalty 4449.018968 = -1188946.195833
  nChanged 77
		SP:Iteration 18Q (175809.590000 sec): 3 clusters
  Score: Raw -1193424.040042 + Penalty 4449.018968 = -1188975.021074
  nChanged 83
		SP:Iteration 19Q (175809.790000 sec): 3 clusters
  Score: Raw -1193461.644615 + Penalty 4449.018968 = -1189012.625647
  nChanged 102
		SP:Iteration 20F (175809.940000 sec): 3 clusters
  Score: Raw -1193506.028372 + Penalty 4449.018968 = -1189057.009404
  nChanged 101
		SP:Iteration 21Q (175810.170000 sec): 3 clusters
  Score: Raw -1193548.569072 + Penalty 4449.018968 = -1189099.550104
  nChanged 93
		SP:Iteration 22Q (175810.380000 sec): 3 clusters
  Score: Raw -1193591.098211 + Penalty 4449.018968 = -1189142.079243
  nChanged 90
		SP:Iteration 23Q (175810.590000 sec): 3 clusters
  Score: Raw -1193625.302592 + Penalty 4449.018968 = -1189176.283624
  nChanged 81
		SP:Iteration 24Q (175810.830000 sec): 3 clusters
  Score: Raw -1193649.427702 + Penalty 4449.018968 = -1189200.408734
  nChanged 54
		SP:Iteration 25Q (175811.070000 sec): 3 clusters
  Score: Raw -1193668.094883 + Penalty 4449.018968 = -1189219.075915
  nChanged 56
		SP:Iteration 26Q (175811.270000 sec): 3 clusters
  Score: Raw -1193686.804268 + Penalty 4449.018968 = -1189237.785300
  nChanged 44
		SP:Iteration 27Q (175811.480000 sec): 3 clusters
  Score: Raw -1193701.102871 + Penalty 4449.018968 = -1189252.083903
  nChanged 41
		SP:Iteration 28Q (175811.650000 sec): 3 clusters
  Score: Raw -1193716.795954 + Penalty 4449.018968 = -1189267.776987
  nChanged 36
		SP:Iteration 29Q (175811.900000 sec): 3 clusters
  Score: Raw -1193728.511259 + Penalty 4449.018968 = -1189279.492291
  nChanged 32
		SP:Iteration 30Q (175812.110000 sec): 3 clusters
  Score: Raw -1193737.817070 + Penalty 4449.018968 = -1189288.798102
  nChanged 30
		SP:Iteration 31Q (175812.290000 sec): 3 clusters
  Score: Raw -1193746.784518 + Penalty 4449.018968 = -1189297.765550
  nChanged 31
		SP:Iteration 32Q (175812.470000 sec): 3 clusters
  Score: Raw -1193753.208326 + Penalty 4449.018968 = -1189304.189358
  nChanged 21
		SP:Iteration 33Q (175812.680000 sec): 3 clusters
  Score: Raw -1193759.539982 + Penalty 4449.018968 = -1189310.521015
  nChanged 26
		SP:Iteration 34Q (175812.890000 sec): 3 clusters
  Score: Raw -1193765.926079 + Penalty 4449.018968 = -1189316.907111
  nChanged 26
		SP:Iteration 35Q (175813.130000 sec): 3 clusters
  Score: Raw -1193771.621117 + Penalty 4449.018968 = -1189322.602149
  nChanged 23
		SP:Iteration 36Q (175813.350000 sec): 3 clusters
  Score: Raw -1193776.512397 + Penalty 4449.018968 = -1189327.493429
  nChanged 14
		SP:Iteration 37Q (175813.600000 sec): 3 clusters
  Score: Raw -1193780.189319 + Penalty 4449.018968 = -1189331.170351
  nChanged 15
		SP:Iteration 38Q (175813.820000 sec): 3 clusters
  Score: Raw -1193783.633748 + Penalty 4449.018968 = -1189334.614780
  nChanged 16
		SP:Iteration 39Q (175814.070000 sec): 3 clusters
  Score: Raw -1193786.766424 + Penalty 4449.018968 = -1189337.747456
  nChanged 11
		SP:Iteration 40F (175814.280000 sec): 3 clusters
  Score: Raw -1193789.652991 + Penalty 4449.018968 = -1189340.634023
  nChanged 10
		SP:Iteration 41Q (175814.550000 sec): 3 clusters
  Score: Raw -1193791.725728 + Penalty 4449.018968 = -1189342.706761
  nChanged 7
		SP:Iteration 42Q (175814.740000 sec): 3 clusters
  Score: Raw -1193792.516782 + Penalty 4449.018968 = -1189343.497815
  nChanged 3
		SP:Iteration 43Q (175814.960000 sec): 3 clusters
  Score: Raw -1193793.055327 + Penalty 4449.018968 = -1189344.036359
  nChanged 0
		SP:Iteration 44F (175815.150000 sec): 3 clusters
  Score: Raw -1193793.055327 + Penalty 4449.018968 = -1189344.036359
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 36 (18732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175815.350000 sec): 2 clusters
  Score: Raw -3015220.645005 + Penalty 2439.821165 = -3012780.823839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175815.690000 sec): 3 clusters
  Score: Raw -3004312.737801 + Penalty 4879.642331 = -2999433.095470
  nChanged 8316
		SP:Iteration 1F (175816.050000 sec): 3 clusters
  Score: Raw -3008755.014562 + Penalty 4879.642331 = -3003875.372231
  nChanged 1068
		SP:Iteration 2F (175816.350000 sec): 3 clusters
  Score: Raw -3009214.132253 + Penalty 4879.642331 = -3004334.489922
  nChanged 1019
		SP:Iteration 3F (175816.600000 sec): 3 clusters
  Score: Raw -3009712.862071 + Penalty 4879.642331 = -3004833.219740
  nChanged 1098
		SP:Iteration 4F (175816.920000 sec): 3 clusters
  Score: Raw -3010301.116499 + Penalty 4879.642331 = -3005421.474169
  nChanged 1132
		SP:Iteration 5F (175817.250000 sec): 3 clusters
  Score: Raw -3010988.366323 + Penalty 4879.642331 = -3006108.723992
  nChanged 1101
		SP:Iteration 6F (175817.520000 sec): 3 clusters
  Score: Raw -3011700.086886 + Penalty 4879.642331 = -3006820.444555
  nChanged 1053
		SP:Iteration 7F (175817.840000 sec): 3 clusters
  Score: Raw -3012373.862218 + Penalty 4879.642331 = -3007494.219887
  nChanged 899
		SP:Iteration 8Q (175818.120000 sec): 3 clusters
  Score: Raw -3012914.066466 + Penalty 4879.642331 = -3008034.424135
  nChanged 711
		SP:Iteration 9Q (175818.460000 sec): 3 clusters
  Score: Raw -3013347.835300 + Penalty 4879.642331 = -3008468.192969
  nChanged 568
		SP:Iteration 10Q (175818.740000 sec): 3 clusters
  Score: Raw -3013720.942887 + Penalty 4879.642331 = -3008841.300556
  nChanged 491
		SP:Iteration 11Q (175819.050000 sec): 3 clusters
  Score: Raw -3014062.964604 + Penalty 4879.642331 = -3009183.322273
  nChanged 414
		SP:Iteration 12Q (175819.340000 sec): 3 clusters
  Score: Raw -3014385.916755 + Penalty 4879.642331 = -3009506.274424
  nChanged 372
		SP:Iteration 13Q (175819.640000 sec): 3 clusters
  Score: Raw -3014649.450606 + Penalty 4879.642331 = -3009769.808275
  nChanged 319
		SP:Iteration 14Q (175819.980000 sec): 3 clusters
  Score: Raw -3014866.464503 + Penalty 4879.642331 = -3009986.822173
  nChanged 251
		SP:Iteration 15Q (175820.260000 sec): 3 clusters
  Score: Raw -3015042.196006 + Penalty 4879.642331 = -3010162.553676
  nChanged 197
		SP:Iteration 16Q (175820.580000 sec): 3 clusters
  Score: Raw -3015173.245249 + Penalty 4879.642331 = -3010293.602918
  nChanged 173
		SP:Iteration 17Q (175820.930000 sec): 3 clusters
  Score: Raw -3015260.620819 + Penalty 4879.642331 = -3010380.978488
  nChanged 131
		SP:Iteration 18Q (175821.300000 sec): 3 clusters
  Score: Raw -3015323.793512 + Penalty 4879.642331 = -3010444.151182
  nChanged 125
		SP:Iteration 19Q (175821.600000 sec): 3 clusters
  Score: Raw -3015388.268153 + Penalty 4879.642331 = -3010508.625823
  nChanged 117
		SP:Iteration 20F (175821.910000 sec): 3 clusters
  Score: Raw -3015437.885187 + Penalty 4879.642331 = -3010558.242856
  nChanged 83
		SP:Iteration 21Q (175822.270000 sec): 3 clusters
  Score: Raw -3015466.014298 + Penalty 4879.642331 = -3010586.371967
  nChanged 55
		SP:Iteration 22Q (175822.510000 sec): 3 clusters
  Score: Raw -3015482.833476 + Penalty 4879.642331 = -3010603.191145
  nChanged 40
		SP:Iteration 23Q (175822.810000 sec): 3 clusters
  Score: Raw -3015495.267445 + Penalty 4879.642331 = -3010615.625114
  nChanged 39
		SP:Iteration 24Q (175823.130000 sec): 3 clusters
  Score: Raw -3015506.682026 + Penalty 4879.642331 = -3010627.039695
  nChanged 43
		SP:Iteration 25Q (175823.430000 sec): 3 clusters
  Score: Raw -3015521.271725 + Penalty 4879.642331 = -3010641.629394
  nChanged 44
		SP:Iteration 26Q (175823.750000 sec): 3 clusters
  Score: Raw -3015533.725822 + Penalty 4879.642331 = -3010654.083491
  nChanged 40
		SP:Iteration 27Q (175824.050000 sec): 3 clusters
  Score: Raw -3015545.415125 + Penalty 4879.642331 = -3010665.772794
  nChanged 41
		SP:Iteration 28Q (175824.400000 sec): 3 clusters
  Score: Raw -3015555.214686 + Penalty 4879.642331 = -3010675.572355
  nChanged 32
		SP:Iteration 29Q (175824.720000 sec): 3 clusters
  Score: Raw -3015564.295827 + Penalty 4879.642331 = -3010684.653496
  nChanged 18
		SP:Iteration 30Q (175825.050000 sec): 3 clusters
  Score: Raw -3015568.277529 + Penalty 4879.642331 = -3010688.635198
  nChanged 14
		SP:Iteration 31Q (175825.370000 sec): 3 clusters
  Score: Raw -3015571.135536 + Penalty 4879.642331 = -3010691.493205
  nChanged 15
		SP:Iteration 32Q (175825.730000 sec): 3 clusters
  Score: Raw -3015574.692064 + Penalty 4879.642331 = -3010695.049733
  nChanged 18
		SP:Iteration 33Q (175826.100000 sec): 3 clusters
  Score: Raw -3015578.097296 + Penalty 4879.642331 = -3010698.454965
  nChanged 11
		SP:Iteration 34Q (175826.460000 sec): 3 clusters
  Score: Raw -3015580.293808 + Penalty 4879.642331 = -3010700.651477
  nChanged 6
		SP:Iteration 35Q (175826.790000 sec): 3 clusters
  Score: Raw -3015581.124174 + Penalty 4879.642331 = -3010701.481843
  nChanged 2
		SP:Iteration 36Q (175827.150000 sec): 3 clusters
  Score: Raw -3015581.695459 + Penalty 4879.642331 = -3010702.053128
  nChanged 0
		SP:Iteration 37F (175827.530000 sec): 3 clusters
  Score: Raw -3015581.695459 + Penalty 4879.642331 = -3010702.053128
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 37 (23637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175827.780000 sec): 2 clusters
  Score: Raw -3888657.890091 + Penalty 2497.501003 = -3886160.389088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175828.170000 sec): 3 clusters
  Score: Raw -3874669.012981 + Penalty 4995.002006 = -3869674.010975
  nChanged 10560
		SP:Iteration 1F (175828.570000 sec): 3 clusters
  Score: Raw -3880230.081258 + Penalty 4995.002006 = -3875235.079252
  nChanged 1191
		SP:Iteration 2F (175828.860000 sec): 3 clusters
  Score: Raw -3880627.434867 + Penalty 4995.002006 = -3875632.432861
  nChanged 983
		SP:Iteration 3Q (175829.240000 sec): 3 clusters
  Score: Raw -3880921.319799 + Penalty 4995.002006 = -3875926.317793
  nChanged 829
		SP:Iteration 4Q (175829.520000 sec): 3 clusters
  Score: Raw -3881165.845123 + Penalty 4995.002006 = -3876170.843117
  nChanged 747
		SP:Iteration 5Q (175829.790000 sec): 3 clusters
  Score: Raw -3881390.018010 + Penalty 4995.002006 = -3876395.016005
  nChanged 747
		SP:Iteration 6Q (175830.110000 sec): 3 clusters
  Score: Raw -3881605.255224 + Penalty 4995.002006 = -3876610.253219
  nChanged 678
		SP:Iteration 7Q (175830.490000 sec): 3 clusters
  Score: Raw -3881832.803708 + Penalty 4995.002006 = -3876837.801702
  nChanged 729
		SP:Iteration 8Q (175830.790000 sec): 3 clusters
  Score: Raw -3882109.460545 + Penalty 4995.002006 = -3877114.458539
  nChanged 852
		SP:Iteration 9Q (175831.180000 sec): 3 clusters
  Score: Raw -3882510.246638 + Penalty 4995.002006 = -3877515.244633
  nChanged 967
		SP:Iteration 10Q (175831.580000 sec): 3 clusters
  Score: Raw -3883032.457519 + Penalty 4995.002006 = -3878037.455513
  nChanged 1142
		SP:Iteration 11Q (175831.930000 sec): 3 clusters
  Score: Raw -3883751.315792 + Penalty 4995.002006 = -3878756.313787
  nChanged 1333
		SP:Iteration 12F (175832.310000 sec): 3 clusters
  Score: Raw -3884733.377634 + Penalty 4995.002006 = -3879738.375628
  nChanged 1384
		SP:Iteration 13F (175832.700000 sec): 3 clusters
  Score: Raw -3885875.409745 + Penalty 4995.002006 = -3880880.407739
  nChanged 1252
		SP:Iteration 14F (175833.010000 sec): 3 clusters
  Score: Raw -3886975.209442 + Penalty 4995.002006 = -3881980.207436
  nChanged 886
		SP:Iteration 15Q (175833.380000 sec): 3 clusters
  Score: Raw -3887760.302979 + Penalty 4995.002006 = -3882765.300973
  nChanged 568
		SP:Iteration 16Q (175833.720000 sec): 3 clusters
  Score: Raw -3888294.339995 + Penalty 4995.002006 = -3883299.337989
  nChanged 287
		SP:Iteration 17Q (175834.170000 sec): 3 clusters
  Score: Raw -3888563.984730 + Penalty 4995.002006 = -3883568.982724
  nChanged 147
		SP:Iteration 18Q (175834.570000 sec): 3 clusters
  Score: Raw -3888705.483155 + Penalty 4995.002006 = -3883710.481149
  nChanged 80
		SP:Iteration 19Q (175834.910000 sec): 3 clusters
  Score: Raw -3888788.181182 + Penalty 4995.002006 = -3883793.179176
  nChanged 52
		SP:Iteration 20F (175835.280000 sec): 3 clusters
  Score: Raw -3888845.717941 + Penalty 4995.002006 = -3883850.715936
  nChanged 40
		SP:Iteration 21Q (175835.660000 sec): 3 clusters
  Score: Raw -3888893.125049 + Penalty 4995.002006 = -3883898.123043
  nChanged 26
		SP:Iteration 22Q (175835.960000 sec): 3 clusters
  Score: Raw -3888921.326890 + Penalty 4995.002006 = -3883926.324884
  nChanged 13
		SP:Iteration 23Q (175836.400000 sec): 3 clusters
  Score: Raw -3888938.147222 + Penalty 4995.002006 = -3883943.145216
  nChanged 12
		SP:Iteration 24Q (175836.780000 sec): 3 clusters
  Score: Raw -3888958.749178 + Penalty 4995.002006 = -3883963.747173
  nChanged 11
		SP:Iteration 25Q (175837.130000 sec): 3 clusters
  Score: Raw -3888972.916306 + Penalty 4995.002006 = -3883977.914300
  nChanged 7
		SP:Iteration 26Q (175837.530000 sec): 3 clusters
  Score: Raw -3888979.956816 + Penalty 4995.002006 = -3883984.954811
  nChanged 5
		SP:Iteration 27Q (175837.900000 sec): 3 clusters
  Score: Raw -3888984.799207 + Penalty 4995.002006 = -3883989.797201
  nChanged 4
		SP:Iteration 28Q (175838.220000 sec): 3 clusters
  Score: Raw -3888988.524758 + Penalty 4995.002006 = -3883993.522752
  nChanged 4
		SP:Iteration 29Q (175838.540000 sec): 3 clusters
  Score: Raw -3888995.170719 + Penalty 4995.002006 = -3884000.168713
  nChanged 6
		SP:Iteration 30Q (175838.860000 sec): 3 clusters
  Score: Raw -3889000.962598 + Penalty 4995.002006 = -3884005.960593
  nChanged 5
		SP:Iteration 31Q (175839.180000 sec): 3 clusters
  Score: Raw -3889009.864416 + Penalty 4995.002006 = -3884014.862410
  nChanged 4
		SP:Iteration 32Q (175839.480000 sec): 3 clusters
  Score: Raw -3889016.611336 + Penalty 4995.002006 = -3884021.609330
  nChanged 1
		SP:Iteration 33Q (175839.780000 sec): 3 clusters
  Score: Raw -3889017.045447 + Penalty 4995.002006 = -3884022.043442
  nChanged 0
		SP:Iteration 34F (175840.130000 sec): 3 clusters
  Score: Raw -3889017.045447 + Penalty 4995.002006 = -3884022.043442
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 38 (4754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175840.230000 sec): 2 clusters
  Score: Raw -665589.939414 + Penalty 2099.751929 = -663490.187486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175840.430000 sec): 3 clusters
  Score: Raw -663453.626858 + Penalty 4199.503857 = -659254.123001
  nChanged 1778
		SP:Iteration 1F (175840.660000 sec): 3 clusters
  Score: Raw -664760.308004 + Penalty 4199.503857 = -660560.804147
  nChanged 477
		SP:Iteration 2F (175840.830000 sec): 3 clusters
  Score: Raw -665244.806089 + Penalty 4199.503857 = -661045.302231
  nChanged 364
		SP:Iteration 3F (175841.030000 sec): 3 clusters
  Score: Raw -665685.781063 + Penalty 4199.503857 = -661486.277206
  nChanged 341
		SP:Iteration 4F (175841.260000 sec): 3 clusters
  Score: Raw -666056.927980 + Penalty 4199.503857 = -661857.424123
  nChanged 238
		SP:Iteration 5F (175841.450000 sec): 3 clusters
  Score: Raw -666241.262014 + Penalty 4199.503857 = -662041.758157
  nChanged 163
		SP:Iteration 6Q (175841.640000 sec): 3 clusters
  Score: Raw -666332.876023 + Penalty 4199.503857 = -662133.372165
  nChanged 111
		SP:Iteration 7Q (175841.880000 sec): 3 clusters
  Score: Raw -666391.337959 + Penalty 4199.503857 = -662191.834102
  nChanged 72
		SP:Iteration 8Q (175842.100000 sec): 3 clusters
  Score: Raw -666426.266086 + Penalty 4199.503857 = -662226.762228
  nChanged 55
		SP:Iteration 9Q (175842.280000 sec): 3 clusters
  Score: Raw -666455.557316 + Penalty 4199.503857 = -662256.053458
  nChanged 48
		SP:Iteration 10Q (175842.420000 sec): 3 clusters
  Score: Raw -666477.432163 + Penalty 4199.503857 = -662277.928305
  nChanged 51
		SP:Iteration 11Q (175842.660000 sec): 3 clusters
  Score: Raw -666494.904081 + Penalty 4199.503857 = -662295.400223
  nChanged 34
		SP:Iteration 12Q (175842.860000 sec): 3 clusters
  Score: Raw -666503.557872 + Penalty 4199.503857 = -662304.054015
  nChanged 20
		SP:Iteration 13Q (175843.040000 sec): 3 clusters
  Score: Raw -666508.708152 + Penalty 4199.503857 = -662309.204295
  nChanged 14
		SP:Iteration 14Q (175843.220000 sec): 3 clusters
  Score: Raw -666512.808818 + Penalty 4199.503857 = -662313.304960
  nChanged 11
		SP:Iteration 15Q (175843.440000 sec): 3 clusters
  Score: Raw -666517.159757 + Penalty 4199.503857 = -662317.655899
  nChanged 15
		SP:Iteration 16Q (175843.620000 sec): 3 clusters
  Score: Raw -666522.381880 + Penalty 4199.503857 = -662322.878022
  nChanged 14
		SP:Iteration 17Q (175843.810000 sec): 3 clusters
  Score: Raw -666526.079767 + Penalty 4199.503857 = -662326.575910
  nChanged 16
		SP:Iteration 18Q (175844.040000 sec): 3 clusters
  Score: Raw -666531.259374 + Penalty 4199.503857 = -662331.755516
  nChanged 15
		SP:Iteration 19Q (175844.170000 sec): 3 clusters
  Score: Raw -666535.859696 + Penalty 4199.503857 = -662336.355839
  nChanged 10
		SP:Iteration 20F (175844.390000 sec): 3 clusters
  Score: Raw -666538.272369 + Penalty 4199.503857 = -662338.768512
  nChanged 6
		SP:Iteration 21Q (175844.580000 sec): 3 clusters
  Score: Raw -666540.288826 + Penalty 4199.503857 = -662340.784968
  nChanged 3
		SP:Iteration 22Q (175844.770000 sec): 3 clusters
  Score: Raw -666540.843675 + Penalty 4199.503857 = -662341.339817
  nChanged 0
		SP:Iteration 23F (175844.980000 sec): 3 clusters
  Score: Raw -666540.843675 + Penalty 4199.503857 = -662341.339817
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 39 (37295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175845.340000 sec): 2 clusters
  Score: Raw -5939809.689447 + Penalty 2610.600408 = -5937199.089039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175845.740000 sec): 3 clusters
  Score: Raw -5917084.988520 + Penalty 5221.200816 = -5911863.787704
  nChanged 16995
		SP:Iteration 1F (175846.170000 sec): 3 clusters
  Score: Raw -5926642.803151 + Penalty 5221.200816 = -5921421.602335
  nChanged 1925
		SP:Iteration 2F (175846.620000 sec): 3 clusters
  Score: Raw -5927409.952741 + Penalty 5221.200816 = -5922188.751925
  nChanged 1958
		SP:Iteration 3F (175847.040000 sec): 3 clusters
  Score: Raw -5928295.025837 + Penalty 5221.200816 = -5923073.825021
  nChanged 2020
		SP:Iteration 4F (175847.570000 sec): 3 clusters
  Score: Raw -5929294.440327 + Penalty 5221.200816 = -5924073.239511
  nChanged 2181
		SP:Iteration 5F (175848.080000 sec): 3 clusters
  Score: Raw -5930466.982476 + Penalty 5221.200816 = -5925245.781660
  nChanged 2184
		SP:Iteration 6F (175848.450000 sec): 3 clusters
  Score: Raw -5931592.803924 + Penalty 5221.200816 = -5926371.603108
  nChanged 1981
		SP:Iteration 7F (175848.980000 sec): 3 clusters
  Score: Raw -5932615.100876 + Penalty 5221.200816 = -5927393.900060
  nChanged 1769
		SP:Iteration 8Q (175849.400000 sec): 3 clusters
  Score: Raw -5933502.224136 + Penalty 5221.200816 = -5928281.023320
  nChanged 1542
		SP:Iteration 9Q (175849.840000 sec): 3 clusters
  Score: Raw -5934337.449617 + Penalty 5221.200816 = -5929116.248801
  nChanged 1385
		SP:Iteration 10Q (175850.300000 sec): 3 clusters
  Score: Raw -5935165.179491 + Penalty 5221.200816 = -5929943.978675
  nChanged 1366
		SP:Iteration 11Q (175850.870000 sec): 3 clusters
  Score: Raw -5936076.557380 + Penalty 5221.200816 = -5930855.356564
  nChanged 1233
		SP:Iteration 12Q (175851.290000 sec): 3 clusters
  Score: Raw -5937048.616939 + Penalty 5221.200816 = -5931827.416123
  nChanged 1057
		SP:Iteration 13Q (175851.740000 sec): 3 clusters
  Score: Raw -5937989.491833 + Penalty 5221.200816 = -5932768.291017
  nChanged 874
		SP:Iteration 14Q (175852.260000 sec): 3 clusters
  Score: Raw -5938756.024510 + Penalty 5221.200816 = -5933534.823694
  nChanged 730
		SP:Iteration 15Q (175852.740000 sec): 3 clusters
  Score: Raw -5939325.646300 + Penalty 5221.200816 = -5934104.445484
  nChanged 544
		SP:Iteration 16Q (175853.230000 sec): 3 clusters
  Score: Raw -5939674.420990 + Penalty 5221.200816 = -5934453.220174
  nChanged 398
		SP:Iteration 17Q (175853.660000 sec): 3 clusters
  Score: Raw -5939895.193238 + Penalty 5221.200816 = -5934673.992422
  nChanged 286
		SP:Iteration 18Q (175854.100000 sec): 3 clusters
  Score: Raw -5940028.704077 + Penalty 5221.200816 = -5934807.503261
  nChanged 208
		SP:Iteration 19Q (175854.540000 sec): 3 clusters
  Score: Raw -5940119.397948 + Penalty 5221.200816 = -5934898.197132
  nChanged 175
		SP:Iteration 20F (175854.990000 sec): 3 clusters
  Score: Raw -5940182.319840 + Penalty 5221.200816 = -5934961.119024
  nChanged 140
		SP:Iteration 21Q (175855.400000 sec): 3 clusters
  Score: Raw -5940231.398898 + Penalty 5221.200816 = -5935010.198082
  nChanged 107
		SP:Iteration 22Q (175855.820000 sec): 3 clusters
  Score: Raw -5940260.814222 + Penalty 5221.200816 = -5935039.613406
  nChanged 93
		SP:Iteration 23Q (175856.290000 sec): 3 clusters
  Score: Raw -5940287.001867 + Penalty 5221.200816 = -5935065.801051
  nChanged 75
		SP:Iteration 24Q (175856.730000 sec): 3 clusters
  Score: Raw -5940310.087865 + Penalty 5221.200816 = -5935088.887049
  nChanged 82
		SP:Iteration 25Q (175857.200000 sec): 3 clusters
  Score: Raw -5940335.180317 + Penalty 5221.200816 = -5935113.979501
  nChanged 83
		SP:Iteration 26Q (175857.620000 sec): 3 clusters
  Score: Raw -5940363.594129 + Penalty 5221.200816 = -5935142.393313
  nChanged 81
		SP:Iteration 27Q (175858.160000 sec): 3 clusters
  Score: Raw -5940386.684508 + Penalty 5221.200816 = -5935165.483692
  nChanged 79
		SP:Iteration 28Q (175858.710000 sec): 3 clusters
  Score: Raw -5940409.738111 + Penalty 5221.200816 = -5935188.537295
  nChanged 64
		SP:Iteration 29Q (175859.210000 sec): 3 clusters
  Score: Raw -5940426.358539 + Penalty 5221.200816 = -5935205.157723
  nChanged 59
		SP:Iteration 30Q (175859.720000 sec): 3 clusters
  Score: Raw -5940441.332345 + Penalty 5221.200816 = -5935220.131529
  nChanged 48
		SP:Iteration 31Q (175860.150000 sec): 3 clusters
  Score: Raw -5940452.758420 + Penalty 5221.200816 = -5935231.557604
  nChanged 42
		SP:Iteration 32Q (175860.610000 sec): 3 clusters
  Score: Raw -5940462.233163 + Penalty 5221.200816 = -5935241.032347
  nChanged 46
		SP:Iteration 33Q (175861.100000 sec): 3 clusters
  Score: Raw -5940472.334316 + Penalty 5221.200816 = -5935251.133500
  nChanged 45
		SP:Iteration 34Q (175861.550000 sec): 3 clusters
  Score: Raw -5940484.670872 + Penalty 5221.200816 = -5935263.470056
  nChanged 48
		SP:Iteration 35Q (175862.020000 sec): 3 clusters
  Score: Raw -5940496.703038 + Penalty 5221.200816 = -5935275.502222
  nChanged 42
		SP:Iteration 36Q (175862.510000 sec): 3 clusters
  Score: Raw -5940507.228336 + Penalty 5221.200816 = -5935286.027520
  nChanged 35
		SP:Iteration 37Q (175862.950000 sec): 3 clusters
  Score: Raw -5940516.187574 + Penalty 5221.200816 = -5935294.986758
  nChanged 27
		SP:Iteration 38Q (175863.460000 sec): 3 clusters
  Score: Raw -5940524.562531 + Penalty 5221.200816 = -5935303.361715
  nChanged 31
		SP:Iteration 39Q (175863.920000 sec): 3 clusters
  Score: Raw -5940533.676462 + Penalty 5221.200816 = -5935312.475646
  nChanged 23
		SP:Iteration 40F (175864.330000 sec): 3 clusters
  Score: Raw -5940538.018514 + Penalty 5221.200816 = -5935316.817698
  nChanged 15
		SP:Iteration 41Q (175864.750000 sec): 3 clusters
  Score: Raw -5940541.746016 + Penalty 5221.200816 = -5935320.545200
  nChanged 13
		SP:Iteration 42Q (175865.180000 sec): 3 clusters
  Score: Raw -5940544.561901 + Penalty 5221.200816 = -5935323.361085
  nChanged 8
		SP:Iteration 43Q (175865.670000 sec): 3 clusters
  Score: Raw -5940546.214203 + Penalty 5221.200816 = -5935325.013387
  nChanged 9
		SP:Iteration 44Q (175866.090000 sec): 3 clusters
  Score: Raw -5940548.236314 + Penalty 5221.200816 = -5935327.035498
  nChanged 11
		SP:Iteration 45Q (175866.490000 sec): 3 clusters
  Score: Raw -5940551.018000 + Penalty 5221.200816 = -5935329.817184
  nChanged 19
		SP:Iteration 46Q (175866.980000 sec): 3 clusters
  Score: Raw -5940556.623285 + Penalty 5221.200816 = -5935335.422469
  nChanged 26
		SP:Iteration 47Q (175867.420000 sec): 3 clusters
  Score: Raw -5940562.539818 + Penalty 5221.200816 = -5935341.339002
  nChanged 22
		SP:Iteration 48Q (175867.900000 sec): 3 clusters
  Score: Raw -5940566.882169 + Penalty 5221.200816 = -5935345.681353
  nChanged 19
		SP:Iteration 49Q (175868.310000 sec): 3 clusters
  Score: Raw -5940570.707175 + Penalty 5221.200816 = -5935349.506359
  nChanged 14
		SP:Iteration 50Q (175868.770000 sec): 3 clusters
  Score: Raw -5940573.211197 + Penalty 5221.200816 = -5935352.010381
  nChanged 12
		SP:Iteration 51Q (175869.280000 sec): 3 clusters
  Score: Raw -5940575.561505 + Penalty 5221.200816 = -5935354.360689
  nChanged 10
		SP:Iteration 52Q (175869.730000 sec): 3 clusters
  Score: Raw -5940577.596371 + Penalty 5221.200816 = -5935356.395555
  nChanged 12
		SP:Iteration 53Q (175870.150000 sec): 3 clusters
  Score: Raw -5940579.391000 + Penalty 5221.200816 = -5935358.190184
  nChanged 5
		SP:Iteration 54Q (175870.590000 sec): 3 clusters
  Score: Raw -5940580.236750 + Penalty 5221.200816 = -5935359.035934
  nChanged 1
		SP:Iteration 55Q (175871.110000 sec): 3 clusters
  Score: Raw -5940580.642425 + Penalty 5221.200816 = -5935359.441609
  nChanged 4
		SP:Iteration 56Q (175871.570000 sec): 3 clusters
  Score: Raw -5940581.087505 + Penalty 5221.200816 = -5935359.886689
  nChanged 4
		SP:Iteration 57Q (175871.970000 sec): 3 clusters
  Score: Raw -5940581.840756 + Penalty 5221.200816 = -5935360.639940
  nChanged 2
		SP:Iteration 58Q (175872.420000 sec): 3 clusters
  Score: Raw -5940582.095771 + Penalty 5221.200816 = -5935360.894955
  nChanged 2
		SP:Iteration 59Q (175872.840000 sec): 3 clusters
  Score: Raw -5940582.321263 + Penalty 5221.200816 = -5935361.120447
  nChanged 1
		SP:Iteration 60F (175873.230000 sec): 3 clusters
  Score: Raw -5940582.444040 + Penalty 5221.200816 = -5935361.243224
  nChanged 1
		SP:Iteration 61Q (175873.660000 sec): 3 clusters
  Score: Raw -5940582.613769 + Penalty 5221.200816 = -5935361.412953
  nChanged 2
		SP:Iteration 62Q (175874.120000 sec): 3 clusters
  Score: Raw -5940583.029162 + Penalty 5221.200816 = -5935361.828346
  nChanged 3
		SP:Iteration 63Q (175874.540000 sec): 3 clusters
  Score: Raw -5940584.014594 + Penalty 5221.200816 = -5935362.813778
  nChanged 2
		SP:Iteration 64Q (175875.040000 sec): 3 clusters
  Score: Raw -5940584.477287 + Penalty 5221.200816 = -5935363.276471
  nChanged 3
		SP:Iteration 65Q (175875.470000 sec): 3 clusters
  Score: Raw -5940584.950590 + Penalty 5221.200816 = -5935363.749774
  nChanged 2
		SP:Iteration 66Q (175875.890000 sec): 3 clusters
  Score: Raw -5940585.104545 + Penalty 5221.200816 = -5935363.903729
  nChanged 0
		SP:Iteration 67F (175876.300000 sec): 3 clusters
  Score: Raw -5940585.104545 + Penalty 5221.200816 = -5935363.903729
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 40 (333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175876.460000 sec): 2 clusters
  Score: Raw -37698.454194 + Penalty 1440.419338 = -36258.034857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175876.640000 sec): 3 clusters
  Score: Raw -38208.265628 + Penalty 2880.838675 = -35327.426953
  nChanged 96
		SP:Iteration 1F (175876.770000 sec): 3 clusters
  Score: Raw -38648.165543 + Penalty 2880.838675 = -35767.326868
  nChanged 14
		SP:Iteration 2Q (175876.930000 sec): 3 clusters
  Score: Raw -38734.627188 + Penalty 2880.838675 = -35853.788513
  nChanged 9
		SP:Iteration 3Q (175877.110000 sec): 3 clusters
  Score: Raw -38819.752913 + Penalty 2880.838675 = -35938.914238
  nChanged 4
		SP:Iteration 4Q (175877.250000 sec): 3 clusters
  Score: Raw -38839.870818 + Penalty 2880.838675 = -35959.032143
  nChanged 0
		SP:Iteration 5F (175877.410000 sec): 3 clusters
  Score: Raw -38839.870818 + Penalty 2880.838675 = -35959.032143
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 41 (32624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175877.700000 sec): 2 clusters
  Score: Raw -4842889.413613 + Penalty 2577.415266 = -4840311.998347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175878.090000 sec): 3 clusters
  Score: Raw -4823213.334363 + Penalty 5154.830532 = -4818058.503831
  nChanged 14740
		SP:Iteration 1F (175878.600000 sec): 3 clusters
  Score: Raw -4831570.889376 + Penalty 5154.830532 = -4826416.058844
  nChanged 2028
		SP:Iteration 2F (175879.030000 sec): 3 clusters
  Score: Raw -4832571.099463 + Penalty 5154.830532 = -4827416.268931
  nChanged 1950
		SP:Iteration 3F (175879.430000 sec): 3 clusters
  Score: Raw -4833615.640050 + Penalty 5154.830532 = -4828460.809517
  nChanged 1928
		SP:Iteration 4F (175879.900000 sec): 3 clusters
  Score: Raw -4834707.602647 + Penalty 5154.830532 = -4829552.772115
  nChanged 1833
		SP:Iteration 5F (175880.350000 sec): 3 clusters
  Score: Raw -4835783.166550 + Penalty 5154.830532 = -4830628.336018
  nChanged 1854
		SP:Iteration 6F (175880.810000 sec): 3 clusters
  Score: Raw -4836837.404117 + Penalty 5154.830532 = -4831682.573584
  nChanged 1800
		SP:Iteration 7F (175881.220000 sec): 3 clusters
  Score: Raw -4837789.930374 + Penalty 5154.830532 = -4832635.099842
  nChanged 1539
		SP:Iteration 8Q (175881.700000 sec): 3 clusters
  Score: Raw -4838527.091357 + Penalty 5154.830532 = -4833372.260824
  nChanged 1345
		SP:Iteration 9Q (175882.170000 sec): 3 clusters
  Score: Raw -4839075.848360 + Penalty 5154.830532 = -4833921.017827
  nChanged 1108
		SP:Iteration 10Q (175882.600000 sec): 3 clusters
  Score: Raw -4839494.001639 + Penalty 5154.830532 = -4834339.171107
  nChanged 895
		SP:Iteration 11Q (175883.070000 sec): 3 clusters
  Score: Raw -4839783.261943 + Penalty 5154.830532 = -4834628.431411
  nChanged 727
		SP:Iteration 12Q (175883.550000 sec): 3 clusters
  Score: Raw -4839979.642426 + Penalty 5154.830532 = -4834824.811893
  nChanged 582
		SP:Iteration 13Q (175884.070000 sec): 3 clusters
  Score: Raw -4840118.363625 + Penalty 5154.830532 = -4834963.533092
  nChanged 477
		SP:Iteration 14Q (175884.460000 sec): 3 clusters
  Score: Raw -4840231.833382 + Penalty 5154.830532 = -4835077.002850
  nChanged 420
		SP:Iteration 15Q (175884.940000 sec): 3 clusters
  Score: Raw -4840325.176108 + Penalty 5154.830532 = -4835170.345575
  nChanged 393
		SP:Iteration 16Q (175885.430000 sec): 3 clusters
  Score: Raw -4840418.479924 + Penalty 5154.830532 = -4835263.649392
  nChanged 378
		SP:Iteration 17Q (175885.830000 sec): 3 clusters
  Score: Raw -4840519.908565 + Penalty 5154.830532 = -4835365.078033
  nChanged 393
		SP:Iteration 18Q (175886.270000 sec): 3 clusters
  Score: Raw -4840624.935366 + Penalty 5154.830532 = -4835470.104834
  nChanged 363
		SP:Iteration 19Q (175886.660000 sec): 3 clusters
  Score: Raw -4840721.527502 + Penalty 5154.830532 = -4835566.696969
  nChanged 358
		SP:Iteration 20F (175887.100000 sec): 3 clusters
  Score: Raw -4840818.970428 + Penalty 5154.830532 = -4835664.139896
  nChanged 353
		SP:Iteration 21Q (175887.540000 sec): 3 clusters
  Score: Raw -4840901.627244 + Penalty 5154.830532 = -4835746.796712
  nChanged 294
		SP:Iteration 22Q (175887.990000 sec): 3 clusters
  Score: Raw -4840968.249574 + Penalty 5154.830532 = -4835813.419041
  nChanged 273
		SP:Iteration 23Q (175888.480000 sec): 3 clusters
  Score: Raw -4841027.821408 + Penalty 5154.830532 = -4835872.990876
  nChanged 258
		SP:Iteration 24Q (175888.900000 sec): 3 clusters
  Score: Raw -4841083.064189 + Penalty 5154.830532 = -4835928.233656
  nChanged 255
		SP:Iteration 25Q (175889.320000 sec): 3 clusters
  Score: Raw -4841132.330501 + Penalty 5154.830532 = -4835977.499969
  nChanged 229
		SP:Iteration 26Q (175889.820000 sec): 3 clusters
  Score: Raw -4841176.779011 + Penalty 5154.830532 = -4836021.948478
  nChanged 229
		SP:Iteration 27Q (175890.290000 sec): 3 clusters
  Score: Raw -4841217.709347 + Penalty 5154.830532 = -4836062.878814
  nChanged 205
		SP:Iteration 28Q (175890.700000 sec): 3 clusters
  Score: Raw -4841250.176927 + Penalty 5154.830532 = -4836095.346395
  nChanged 200
		SP:Iteration 29Q (175891.210000 sec): 3 clusters
  Score: Raw -4841281.686176 + Penalty 5154.830532 = -4836126.855644
  nChanged 184
		SP:Iteration 30Q (175891.680000 sec): 3 clusters
  Score: Raw -4841308.094892 + Penalty 5154.830532 = -4836153.264360
  nChanged 174
		SP:Iteration 31Q (175892.130000 sec): 3 clusters
  Score: Raw -4841333.707132 + Penalty 5154.830532 = -4836178.876600
  nChanged 206
		SP:Iteration 32Q (175892.580000 sec): 3 clusters
  Score: Raw -4841365.762350 + Penalty 5154.830532 = -4836210.931817
  nChanged 215
		SP:Iteration 33Q (175893.030000 sec): 3 clusters
  Score: Raw -4841401.938643 + Penalty 5154.830532 = -4836247.108110
  nChanged 233
		SP:Iteration 34Q (175893.490000 sec): 3 clusters
  Score: Raw -4841439.235606 + Penalty 5154.830532 = -4836284.405074
  nChanged 213
		SP:Iteration 35Q (175893.930000 sec): 3 clusters
  Score: Raw -4841474.635713 + Penalty 5154.830532 = -4836319.805181
  nChanged 221
		SP:Iteration 36Q (175894.380000 sec): 3 clusters
  Score: Raw -4841511.782072 + Penalty 5154.830532 = -4836356.951540
  nChanged 227
		SP:Iteration 37Q (175894.880000 sec): 3 clusters
  Score: Raw -4841551.492925 + Penalty 5154.830532 = -4836396.662393
  nChanged 219
		SP:Iteration 38Q (175895.350000 sec): 3 clusters
  Score: Raw -4841591.975899 + Penalty 5154.830532 = -4836437.145367
  nChanged 263
		SP:Iteration 39Q (175895.800000 sec): 3 clusters
  Score: Raw -4841643.086878 + Penalty 5154.830532 = -4836488.256346
  nChanged 259
		SP:Iteration 40F (175896.240000 sec): 3 clusters
  Score: Raw -4841698.978672 + Penalty 5154.830532 = -4836544.148140
  nChanged 264
		SP:Iteration 41Q (175896.700000 sec): 3 clusters
  Score: Raw -4841755.433059 + Penalty 5154.830532 = -4836600.602527
  nChanged 279
		SP:Iteration 42Q (175897.170000 sec): 3 clusters
  Score: Raw -4841816.229599 + Penalty 5154.830532 = -4836661.399066
  nChanged 280
		SP:Iteration 43Q (175897.540000 sec): 3 clusters
  Score: Raw -4841879.622827 + Penalty 5154.830532 = -4836724.792294
  nChanged 292
		SP:Iteration 44Q (175897.960000 sec): 3 clusters
  Score: Raw -4841943.570152 + Penalty 5154.830532 = -4836788.739620
  nChanged 299
		SP:Iteration 45Q (175898.370000 sec): 3 clusters
  Score: Raw -4842009.537795 + Penalty 5154.830532 = -4836854.707262
  nChanged 300
		SP:Iteration 46Q (175898.780000 sec): 3 clusters
  Score: Raw -4842082.172007 + Penalty 5154.830532 = -4836927.341475
  nChanged 334
		SP:Iteration 47Q (175899.200000 sec): 3 clusters
  Score: Raw -4842165.392846 + Penalty 5154.830532 = -4837010.562314
  nChanged 325
		SP:Iteration 48Q (175899.700000 sec): 3 clusters
  Score: Raw -4842253.595368 + Penalty 5154.830532 = -4837098.764836
  nChanged 337
		SP:Iteration 49Q (175900.110000 sec): 3 clusters
  Score: Raw -4842346.295975 + Penalty 5154.830532 = -4837191.465443
  nChanged 359
		SP:Iteration 50Q (175900.570000 sec): 3 clusters
  Score: Raw -4842446.675009 + Penalty 5154.830532 = -4837291.844477
  nChanged 354
		SP:Iteration 51Q (175901.040000 sec): 3 clusters
  Score: Raw -4842547.067553 + Penalty 5154.830532 = -4837392.237021
  nChanged 327
		SP:Iteration 52Q (175901.490000 sec): 3 clusters
  Score: Raw -4842641.110781 + Penalty 5154.830532 = -4837486.280248
  nChanged 348
		SP:Iteration 53Q (175901.910000 sec): 3 clusters
  Score: Raw -4842750.049649 + Penalty 5154.830532 = -4837595.219116
  nChanged 371
		SP:Iteration 54Q (175902.330000 sec): 3 clusters
  Score: Raw -4842877.849173 + Penalty 5154.830532 = -4837723.018640
  nChanged 369
		SP:Iteration 55Q (175902.750000 sec): 3 clusters
  Score: Raw -4843012.738484 + Penalty 5154.830532 = -4837857.907952
  nChanged 347
		SP:Iteration 56Q (175903.210000 sec): 3 clusters
  Score: Raw -4843142.003095 + Penalty 5154.830532 = -4837987.172563
  nChanged 342
		SP:Iteration 57Q (175903.630000 sec): 3 clusters
  Score: Raw -4843263.460441 + Penalty 5154.830532 = -4838108.629909
  nChanged 321
		SP:Iteration 58Q (175904.010000 sec): 3 clusters
  Score: Raw -4843381.766633 + Penalty 5154.830532 = -4838226.936101
  nChanged 271
		SP:Iteration 59Q (175904.430000 sec): 3 clusters
  Score: Raw -4843486.420077 + Penalty 5154.830532 = -4838331.589544
  nChanged 258
		SP:Iteration 60F (175904.850000 sec): 3 clusters
  Score: Raw -4843596.535356 + Penalty 5154.830532 = -4838441.704823
  nChanged 257
		SP:Iteration 61Q (175905.280000 sec): 3 clusters
  Score: Raw -4843699.545564 + Penalty 5154.830532 = -4838544.715032
  nChanged 197
		SP:Iteration 62Q (175905.700000 sec): 3 clusters
  Score: Raw -4843779.482498 + Penalty 5154.830532 = -4838624.651966
  nChanged 178
		SP:Iteration 63Q (175906.120000 sec): 3 clusters
  Score: Raw -4843849.716063 + Penalty 5154.830532 = -4838694.885531
  nChanged 171
		SP:Iteration 64Q (175906.550000 sec): 3 clusters
  Score: Raw -4843923.561181 + Penalty 5154.830532 = -4838768.730648
  nChanged 155
		SP:Iteration 65Q (175906.970000 sec): 3 clusters
  Score: Raw -4843993.507895 + Penalty 5154.830532 = -4838838.677363
  nChanged 151
		SP:Iteration 66Q (175907.360000 sec): 3 clusters
  Score: Raw -4844055.980623 + Penalty 5154.830532 = -4838901.150091
  nChanged 126
		SP:Iteration 67Q (175907.910000 sec): 3 clusters
  Score: Raw -4844108.799745 + Penalty 5154.830532 = -4838953.969212
  nChanged 112
		SP:Iteration 68Q (175908.330000 sec): 3 clusters
  Score: Raw -4844144.013969 + Penalty 5154.830532 = -4838989.183437
  nChanged 82
		SP:Iteration 69Q (175908.740000 sec): 3 clusters
  Score: Raw -4844173.540269 + Penalty 5154.830532 = -4839018.709736
  nChanged 71
		SP:Iteration 70Q (175909.100000 sec): 3 clusters
  Score: Raw -4844196.997030 + Penalty 5154.830532 = -4839042.166498
  nChanged 69
		SP:Iteration 71Q (175909.450000 sec): 3 clusters
  Score: Raw -4844215.757206 + Penalty 5154.830532 = -4839060.926674
  nChanged 55
		SP:Iteration 72Q (175909.830000 sec): 3 clusters
  Score: Raw -4844231.694058 + Penalty 5154.830532 = -4839076.863526
  nChanged 47
		SP:Iteration 73Q (175910.300000 sec): 3 clusters
  Score: Raw -4844247.131976 + Penalty 5154.830532 = -4839092.301443
  nChanged 34
		SP:Iteration 74Q (175910.700000 sec): 3 clusters
  Score: Raw -4844254.914432 + Penalty 5154.830532 = -4839100.083899
  nChanged 18
		SP:Iteration 75Q (175911.110000 sec): 3 clusters
  Score: Raw -4844258.677918 + Penalty 5154.830532 = -4839103.847386
  nChanged 21
		SP:Iteration 76Q (175911.560000 sec): 3 clusters
  Score: Raw -4844262.984076 + Penalty 5154.830532 = -4839108.153544
  nChanged 14
		SP:Iteration 77Q (175911.950000 sec): 3 clusters
  Score: Raw -4844265.245027 + Penalty 5154.830532 = -4839110.414495
  nChanged 6
		SP:Iteration 78Q (175912.420000 sec): 3 clusters
  Score: Raw -4844266.358903 + Penalty 5154.830532 = -4839111.528371
  nChanged 7
		SP:Iteration 79Q (175912.860000 sec): 3 clusters
  Score: Raw -4844267.866290 + Penalty 5154.830532 = -4839113.035758
  nChanged 7
		SP:Iteration 80F (175913.280000 sec): 3 clusters
  Score: Raw -4844269.260974 + Penalty 5154.830532 = -4839114.430442
  nChanged 5
		SP:Iteration 81Q (175913.730000 sec): 3 clusters
  Score: Raw -4844270.347433 + Penalty 5154.830532 = -4839115.516901
  nChanged 7
		SP:Iteration 82Q (175914.110000 sec): 3 clusters
  Score: Raw -4844272.022550 + Penalty 5154.830532 = -4839117.192017
  nChanged 6
		SP:Iteration 83Q (175914.590000 sec): 3 clusters
  Score: Raw -4844273.507311 + Penalty 5154.830532 = -4839118.676779
  nChanged 6
		SP:Iteration 84Q (175915.060000 sec): 3 clusters
  Score: Raw -4844275.478317 + Penalty 5154.830532 = -4839120.647784
  nChanged 10
		SP:Iteration 85Q (175915.500000 sec): 3 clusters
  Score: Raw -4844278.036214 + Penalty 5154.830532 = -4839123.205682
  nChanged 10
		SP:Iteration 86Q (175915.960000 sec): 3 clusters
  Score: Raw -4844280.134091 + Penalty 5154.830532 = -4839125.303559
  nChanged 5
		SP:Iteration 87Q (175916.410000 sec): 3 clusters
  Score: Raw -4844281.029384 + Penalty 5154.830532 = -4839126.198851
  nChanged 5
		SP:Iteration 88Q (175916.790000 sec): 3 clusters
  Score: Raw -4844283.184889 + Penalty 5154.830532 = -4839128.354357
  nChanged 9
		SP:Iteration 89Q (175917.260000 sec): 3 clusters
  Score: Raw -4844285.441861 + Penalty 5154.830532 = -4839130.611328
  nChanged 13
		SP:Iteration 90Q (175917.660000 sec): 3 clusters
  Score: Raw -4844288.471111 + Penalty 5154.830532 = -4839133.640579
  nChanged 13
		SP:Iteration 91Q (175918.000000 sec): 3 clusters
  Score: Raw -4844291.495741 + Penalty 5154.830532 = -4839136.665209
  nChanged 7
		SP:Iteration 92Q (175918.370000 sec): 3 clusters
  Score: Raw -4844292.711848 + Penalty 5154.830532 = -4839137.881315
  nChanged 2
		SP:Iteration 93Q (175918.680000 sec): 3 clusters
  Score: Raw -4844293.509153 + Penalty 5154.830532 = -4839138.678621
  nChanged 9
		SP:Iteration 94Q (175919.000000 sec): 3 clusters
  Score: Raw -4844296.211954 + Penalty 5154.830532 = -4839141.381421
  nChanged 10
		SP:Iteration 95Q (175919.420000 sec): 3 clusters
  Score: Raw -4844298.538839 + Penalty 5154.830532 = -4839143.708306
  nChanged 4
		SP:Iteration 96Q (175919.860000 sec): 3 clusters
  Score: Raw -4844299.164517 + Penalty 5154.830532 = -4839144.333985
  nChanged 1
		SP:Iteration 97Q (175920.240000 sec): 3 clusters
  Score: Raw -4844299.297315 + Penalty 5154.830532 = -4839144.466783
  nChanged 1
		SP:Iteration 98Q (175920.630000 sec): 3 clusters
  Score: Raw -4844299.402224 + Penalty 5154.830532 = -4839144.571692
  nChanged 1
		SP:Iteration 99Q (175921.050000 sec): 3 clusters
  Score: Raw -4844299.587691 + Penalty 5154.830532 = -4839144.757159
  nChanged 0
		SP:Iteration 100F (175921.460000 sec): 3 clusters
  Score: Raw -4844299.587691 + Penalty 5154.830532 = -4839144.757159
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 42 (3066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175921.580000 sec): 2 clusters
  Score: Raw -469649.979158 + Penalty 1990.976007 = -467659.003151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175921.810000 sec): 3 clusters
  Score: Raw -468382.521954 + Penalty 3981.952013 = -464400.569940
  nChanged 1057
		SP:Iteration 1F (175921.910000 sec): 3 clusters
  Score: Raw -469156.204275 + Penalty 3981.952013 = -465174.252261
  nChanged 261
		SP:Iteration 2F (175922.080000 sec): 3 clusters
  Score: Raw -469380.157675 + Penalty 3981.952013 = -465398.205661
  nChanged 164
		SP:Iteration 3F (175922.280000 sec): 3 clusters
  Score: Raw -469533.689962 + Penalty 3981.952013 = -465551.737949
  nChanged 142
		SP:Iteration 4Q (175922.440000 sec): 3 clusters
  Score: Raw -469667.398391 + Penalty 3981.952013 = -465685.446378
  nChanged 120
		SP:Iteration 5Q (175922.620000 sec): 3 clusters
  Score: Raw -469770.898987 + Penalty 3981.952013 = -465788.946973
  nChanged 102
		SP:Iteration 6Q (175922.860000 sec): 3 clusters
  Score: Raw -469864.481025 + Penalty 3981.952013 = -465882.529011
  nChanged 90
		SP:Iteration 7Q (175923.080000 sec): 3 clusters
  Score: Raw -469946.900079 + Penalty 3981.952013 = -465964.948065
  nChanged 81
		SP:Iteration 8Q (175923.280000 sec): 3 clusters
  Score: Raw -470024.795550 + Penalty 3981.952013 = -466042.843537
  nChanged 82
		SP:Iteration 9Q (175923.500000 sec): 3 clusters
  Score: Raw -470094.208825 + Penalty 3981.952013 = -466112.256812
  nChanged 66
		SP:Iteration 10Q (175923.710000 sec): 3 clusters
  Score: Raw -470141.954495 + Penalty 3981.952013 = -466160.002482
  nChanged 40
		SP:Iteration 11Q (175923.960000 sec): 3 clusters
  Score: Raw -470170.383383 + Penalty 3981.952013 = -466188.431370
  nChanged 39
		SP:Iteration 12Q (175924.140000 sec): 3 clusters
  Score: Raw -470201.898004 + Penalty 3981.952013 = -466219.945991
  nChanged 39
		SP:Iteration 13Q (175924.360000 sec): 3 clusters
  Score: Raw -470232.722435 + Penalty 3981.952013 = -466250.770422
  nChanged 34
		SP:Iteration 14Q (175924.610000 sec): 3 clusters
  Score: Raw -470259.068625 + Penalty 3981.952013 = -466277.116612
  nChanged 31
		SP:Iteration 15Q (175924.790000 sec): 3 clusters
  Score: Raw -470280.727306 + Penalty 3981.952013 = -466298.775293
  nChanged 28
		SP:Iteration 16Q (175924.970000 sec): 3 clusters
  Score: Raw -470296.813569 + Penalty 3981.952013 = -466314.861555
  nChanged 20
		SP:Iteration 17Q (175925.140000 sec): 3 clusters
  Score: Raw -470305.928815 + Penalty 3981.952013 = -466323.976802
  nChanged 13
		SP:Iteration 18Q (175925.380000 sec): 3 clusters
  Score: Raw -470314.366885 + Penalty 3981.952013 = -466332.414872
  nChanged 16
		SP:Iteration 19Q (175925.620000 sec): 3 clusters
  Score: Raw -470323.718792 + Penalty 3981.952013 = -466341.766779
  nChanged 24
		SP:Iteration 20F (175925.780000 sec): 3 clusters
  Score: Raw -470341.360339 + Penalty 3981.952013 = -466359.408325
  nChanged 24
		SP:Iteration 21Q (175925.960000 sec): 3 clusters
  Score: Raw -470359.736556 + Penalty 3981.952013 = -466377.784543
  nChanged 22
		SP:Iteration 22Q (175926.140000 sec): 3 clusters
  Score: Raw -470379.728905 + Penalty 3981.952013 = -466397.776892
  nChanged 30
		SP:Iteration 23Q (175926.400000 sec): 3 clusters
  Score: Raw -470400.024015 + Penalty 3981.952013 = -466418.072001
  nChanged 21
		SP:Iteration 24Q (175926.620000 sec): 3 clusters
  Score: Raw -470414.006949 + Penalty 3981.952013 = -466432.054936
  nChanged 26
		SP:Iteration 25Q (175926.840000 sec): 3 clusters
  Score: Raw -470432.455582 + Penalty 3981.952013 = -466450.503569
  nChanged 22
		SP:Iteration 26Q (175927.090000 sec): 3 clusters
  Score: Raw -470443.739172 + Penalty 3981.952013 = -466461.787159
  nChanged 13
		SP:Iteration 27Q (175927.330000 sec): 3 clusters
  Score: Raw -470450.362980 + Penalty 3981.952013 = -466468.410966
  nChanged 11
		SP:Iteration 28Q (175927.540000 sec): 3 clusters
  Score: Raw -470457.275115 + Penalty 3981.952013 = -466475.323101
  nChanged 12
		SP:Iteration 29Q (175927.750000 sec): 3 clusters
  Score: Raw -470466.384371 + Penalty 3981.952013 = -466484.432357
  nChanged 15
		SP:Iteration 30Q (175927.950000 sec): 3 clusters
  Score: Raw -470476.788163 + Penalty 3981.952013 = -466494.836149
  nChanged 24
		SP:Iteration 31Q (175928.170000 sec): 3 clusters
  Score: Raw -470491.618919 + Penalty 3981.952013 = -466509.666906
  nChanged 22
		SP:Iteration 32Q (175928.350000 sec): 3 clusters
  Score: Raw -470504.757037 + Penalty 3981.952013 = -466522.805023
  nChanged 17
		SP:Iteration 33Q (175928.500000 sec): 3 clusters
  Score: Raw -470513.701901 + Penalty 3981.952013 = -466531.749888
  nChanged 16
		SP:Iteration 34Q (175928.690000 sec): 3 clusters
  Score: Raw -470524.645236 + Penalty 3981.952013 = -466542.693222
  nChanged 22
		SP:Iteration 35Q (175928.860000 sec): 3 clusters
  Score: Raw -470537.585591 + Penalty 3981.952013 = -466555.633578
  nChanged 13
		SP:Iteration 36Q (175929.030000 sec): 3 clusters
  Score: Raw -470545.778587 + Penalty 3981.952013 = -466563.826573
  nChanged 15
		SP:Iteration 37Q (175929.210000 sec): 3 clusters
  Score: Raw -470554.158143 + Penalty 3981.952013 = -466572.206130
  nChanged 13
		SP:Iteration 38Q (175929.330000 sec): 3 clusters
  Score: Raw -470560.762829 + Penalty 3981.952013 = -466578.810816
  nChanged 5
		SP:Iteration 39Q (175929.480000 sec): 3 clusters
  Score: Raw -470562.336985 + Penalty 3981.952013 = -466580.384971
  nChanged 3
		SP:Iteration 40F (175929.650000 sec): 3 clusters
  Score: Raw -470563.178818 + Penalty 3981.952013 = -466581.226805
  nChanged 3
		SP:Iteration 41Q (175929.810000 sec): 3 clusters
  Score: Raw -470564.711323 + Penalty 3981.952013 = -466582.759309
  nChanged 5
		SP:Iteration 42Q (175929.960000 sec): 3 clusters
  Score: Raw -470566.521777 + Penalty 3981.952013 = -466584.569764
  nChanged 4
		SP:Iteration 43Q (175930.100000 sec): 3 clusters
  Score: Raw -470567.993846 + Penalty 3981.952013 = -466586.041832
  nChanged 3
		SP:Iteration 44Q (175930.300000 sec): 3 clusters
  Score: Raw -470570.190424 + Penalty 3981.952013 = -466588.238410
  nChanged 5
		SP:Iteration 45Q (175930.450000 sec): 3 clusters
  Score: Raw -470573.167761 + Penalty 3981.952013 = -466591.215747
  nChanged 4
		SP:Iteration 46Q (175930.620000 sec): 3 clusters
  Score: Raw -470575.546766 + Penalty 3981.952013 = -466593.594752
  nChanged 5
		SP:Iteration 47Q (175930.780000 sec): 3 clusters
  Score: Raw -470578.559858 + Penalty 3981.952013 = -466596.607844
  nChanged 4
		SP:Iteration 48Q (175930.940000 sec): 3 clusters
  Score: Raw -470581.505467 + Penalty 3981.952013 = -466599.553453
  nChanged 8
		SP:Iteration 49Q (175931.110000 sec): 3 clusters
  Score: Raw -470585.432374 + Penalty 3981.952013 = -466603.480360
  nChanged 3
		SP:Iteration 50Q (175931.230000 sec): 3 clusters
  Score: Raw -470587.323808 + Penalty 3981.952013 = -466605.371795
  nChanged 5
		SP:Iteration 51Q (175931.380000 sec): 3 clusters
  Score: Raw -470589.577461 + Penalty 3981.952013 = -466607.625447
  nChanged 2
		SP:Iteration 52Q (175931.570000 sec): 3 clusters
  Score: Raw -470590.603788 + Penalty 3981.952013 = -466608.651775
  nChanged 1
		SP:Iteration 53Q (175931.740000 sec): 3 clusters
  Score: Raw -470590.925386 + Penalty 3981.952013 = -466608.973373
  nChanged 2
		SP:Iteration 54Q (175931.860000 sec): 3 clusters
  Score: Raw -470591.898326 + Penalty 3981.952013 = -466609.946313
  nChanged 2
		SP:Iteration 55Q (175932.050000 sec): 3 clusters
  Score: Raw -470593.431269 + Penalty 3981.952013 = -466611.479256
  nChanged 4
		SP:Iteration 56Q (175932.180000 sec): 3 clusters
  Score: Raw -470594.794237 + Penalty 3981.952013 = -466612.842224
  nChanged 2
		SP:Iteration 57Q (175932.320000 sec): 3 clusters
  Score: Raw -470596.464965 + Penalty 3981.952013 = -466614.512951
  nChanged 1
		SP:Iteration 58Q (175932.470000 sec): 3 clusters
  Score: Raw -470597.239139 + Penalty 3981.952013 = -466615.287125
  nChanged 2
		SP:Iteration 59Q (175932.670000 sec): 3 clusters
  Score: Raw -470598.471042 + Penalty 3981.952013 = -466616.519029
  nChanged 1
		SP:Iteration 60F (175932.830000 sec): 3 clusters
  Score: Raw -470599.488081 + Penalty 3981.952013 = -466617.536068
  nChanged 2
		SP:Iteration 61Q (175933.080000 sec): 3 clusters
  Score: Raw -470600.468793 + Penalty 3981.952013 = -466618.516780
  nChanged 1
		SP:Iteration 62Q (175933.270000 sec): 3 clusters
  Score: Raw -470601.033049 + Penalty 3981.952013 = -466619.081035
  nChanged 0
		SP:Iteration 63F (175933.470000 sec): 3 clusters
  Score: Raw -470601.033049 + Penalty 3981.952013 = -466619.081035
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 43 (23110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175933.790000 sec): 2 clusters
  Score: Raw -3619471.705998 + Penalty 2491.909134 = -3616979.796864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175934.070000 sec): 3 clusters
  Score: Raw -3605992.830909 + Penalty 4983.818269 = -3601009.012641
  nChanged 10181
		SP:Iteration 1F (175934.390000 sec): 3 clusters
  Score: Raw -3611520.140909 + Penalty 4983.818269 = -3606536.322640
  nChanged 1211
		SP:Iteration 2F (175934.690000 sec): 3 clusters
  Score: Raw -3611987.234949 + Penalty 4983.818269 = -3607003.416680
  nChanged 1145
		SP:Iteration 3Q (175935.060000 sec): 3 clusters
  Score: Raw -3612497.345525 + Penalty 4983.818269 = -3607513.527256
  nChanged 1162
		SP:Iteration 4F (175935.410000 sec): 3 clusters
  Score: Raw -3613027.806817 + Penalty 4983.818269 = -3608043.988548
  nChanged 1206
		SP:Iteration 5F (175935.810000 sec): 3 clusters
  Score: Raw -3613619.922529 + Penalty 4983.818269 = -3608636.104260
  nChanged 1242
		SP:Iteration 6F (175936.170000 sec): 3 clusters
  Score: Raw -3614308.338784 + Penalty 4983.818269 = -3609324.520515
  nChanged 1368
		SP:Iteration 7F (175936.540000 sec): 3 clusters
  Score: Raw -3615198.848901 + Penalty 4983.818269 = -3610215.030632
  nChanged 1465
		SP:Iteration 8F (175936.880000 sec): 3 clusters
  Score: Raw -3616261.437790 + Penalty 4983.818269 = -3611277.619521
  nChanged 1415
		SP:Iteration 9F (175937.170000 sec): 3 clusters
  Score: Raw -3617359.442027 + Penalty 4983.818269 = -3612375.623758
  nChanged 1310
		SP:Iteration 10F (175937.470000 sec): 3 clusters
  Score: Raw -3618343.068712 + Penalty 4983.818269 = -3613359.250444
  nChanged 956
		SP:Iteration 11Q (175937.810000 sec): 3 clusters
  Score: Raw -3618967.223164 + Penalty 4983.818269 = -3613983.404895
  nChanged 683
		SP:Iteration 12Q (175938.210000 sec): 3 clusters
  Score: Raw -3619371.003715 + Penalty 4983.818269 = -3614387.185446
  nChanged 461
		SP:Iteration 13Q (175938.570000 sec): 3 clusters
  Score: Raw -3619613.679928 + Penalty 4983.818269 = -3614629.861659
  nChanged 313
		SP:Iteration 14Q (175938.950000 sec): 3 clusters
  Score: Raw -3619760.745445 + Penalty 4983.818269 = -3614776.927176
  nChanged 218
		SP:Iteration 15Q (175939.280000 sec): 3 clusters
  Score: Raw -3619847.787459 + Penalty 4983.818269 = -3614863.969190
  nChanged 146
		SP:Iteration 16Q (175939.640000 sec): 3 clusters
  Score: Raw -3619902.826164 + Penalty 4983.818269 = -3614919.007895
  nChanged 118
		SP:Iteration 17Q (175939.990000 sec): 3 clusters
  Score: Raw -3619952.007054 + Penalty 4983.818269 = -3614968.188785
  nChanged 91
		SP:Iteration 18Q (175940.320000 sec): 3 clusters
  Score: Raw -3619984.486194 + Penalty 4983.818269 = -3615000.667925
  nChanged 57
		SP:Iteration 19Q (175940.650000 sec): 3 clusters
  Score: Raw -3620004.253688 + Penalty 4983.818269 = -3615020.435419
  nChanged 46
		SP:Iteration 20F (175940.940000 sec): 3 clusters
  Score: Raw -3620020.604328 + Penalty 4983.818269 = -3615036.786059
  nChanged 31
		SP:Iteration 21Q (175941.210000 sec): 3 clusters
  Score: Raw -3620032.130820 + Penalty 4983.818269 = -3615048.312551
  nChanged 25
		SP:Iteration 22Q (175941.620000 sec): 3 clusters
  Score: Raw -3620039.795451 + Penalty 4983.818269 = -3615055.977182
  nChanged 20
		SP:Iteration 23Q (175941.930000 sec): 3 clusters
  Score: Raw -3620045.658315 + Penalty 4983.818269 = -3615061.840047
  nChanged 11
		SP:Iteration 24Q (175942.320000 sec): 3 clusters
  Score: Raw -3620049.525691 + Penalty 4983.818269 = -3615065.707422
  nChanged 7
		SP:Iteration 25Q (175942.660000 sec): 3 clusters
  Score: Raw -3620051.745022 + Penalty 4983.818269 = -3615067.926753
  nChanged 10
		SP:Iteration 26Q (175943.030000 sec): 3 clusters
  Score: Raw -3620054.912424 + Penalty 4983.818269 = -3615071.094155
  nChanged 14
		SP:Iteration 27Q (175943.380000 sec): 3 clusters
  Score: Raw -3620058.957143 + Penalty 4983.818269 = -3615075.138875
  nChanged 15
		SP:Iteration 28Q (175943.640000 sec): 3 clusters
  Score: Raw -3620062.365858 + Penalty 4983.818269 = -3615078.547589
  nChanged 5
		SP:Iteration 29Q (175944.050000 sec): 3 clusters
  Score: Raw -3620063.576969 + Penalty 4983.818269 = -3615079.758700
  nChanged 5
		SP:Iteration 30Q (175944.380000 sec): 3 clusters
  Score: Raw -3620064.880986 + Penalty 4983.818269 = -3615081.062717
  nChanged 10
		SP:Iteration 31Q (175944.780000 sec): 3 clusters
  Score: Raw -3620068.781374 + Penalty 4983.818269 = -3615084.963106
  nChanged 19
		SP:Iteration 32Q (175945.160000 sec): 3 clusters
  Score: Raw -3620074.848032 + Penalty 4983.818269 = -3615091.029763
  nChanged 10
		SP:Iteration 33Q (175945.520000 sec): 3 clusters
  Score: Raw -3620078.783066 + Penalty 4983.818269 = -3615094.964797
  nChanged 9
		SP:Iteration 34Q (175945.860000 sec): 3 clusters
  Score: Raw -3620082.633072 + Penalty 4983.818269 = -3615098.814803
  nChanged 9
		SP:Iteration 35Q (175946.200000 sec): 3 clusters
  Score: Raw -3620085.780998 + Penalty 4983.818269 = -3615101.962730
  nChanged 13
		SP:Iteration 36Q (175946.560000 sec): 3 clusters
  Score: Raw -3620090.348847 + Penalty 4983.818269 = -3615106.530578
  nChanged 16
		SP:Iteration 37Q (175946.890000 sec): 3 clusters
  Score: Raw -3620096.024356 + Penalty 4983.818269 = -3615112.206087
  nChanged 12
		SP:Iteration 38Q (175947.190000 sec): 3 clusters
  Score: Raw -3620100.255233 + Penalty 4983.818269 = -3615116.436964
  nChanged 9
		SP:Iteration 39Q (175947.520000 sec): 3 clusters
  Score: Raw -3620102.614245 + Penalty 4983.818269 = -3615118.795976
  nChanged 5
		SP:Iteration 40F (175947.870000 sec): 3 clusters
  Score: Raw -3620104.783044 + Penalty 4983.818269 = -3615120.964776
  nChanged 5
		SP:Iteration 41Q (175948.210000 sec): 3 clusters
  Score: Raw -3620106.596097 + Penalty 4983.818269 = -3615122.777828
  nChanged 5
		SP:Iteration 42Q (175948.620000 sec): 3 clusters
  Score: Raw -3620108.421098 + Penalty 4983.818269 = -3615124.602829
  nChanged 4
		SP:Iteration 43Q (175948.970000 sec): 3 clusters
  Score: Raw -3620109.753915 + Penalty 4983.818269 = -3615125.935646
  nChanged 6
		SP:Iteration 44Q (175949.300000 sec): 3 clusters
  Score: Raw -3620111.557267 + Penalty 4983.818269 = -3615127.738998
  nChanged 7
		SP:Iteration 45Q (175949.690000 sec): 3 clusters
  Score: Raw -3620113.898627 + Penalty 4983.818269 = -3615130.080358
  nChanged 5
		SP:Iteration 46Q (175950.070000 sec): 3 clusters
  Score: Raw -3620115.853625 + Penalty 4983.818269 = -3615132.035356
  nChanged 2
		SP:Iteration 47Q (175950.450000 sec): 3 clusters
  Score: Raw -3620116.473584 + Penalty 4983.818269 = -3615132.655315
  nChanged 1
		SP:Iteration 48Q (175950.820000 sec): 3 clusters
  Score: Raw -3620116.906609 + Penalty 4983.818269 = -3615133.088340
  nChanged 1
		SP:Iteration 49Q (175951.190000 sec): 3 clusters
  Score: Raw -3620116.976987 + Penalty 4983.818269 = -3615133.158718
  nChanged 0
		SP:Iteration 50F (175951.570000 sec): 3 clusters
  Score: Raw -3620116.976987 + Penalty 4983.818269 = -3615133.158718
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 44 (62226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175952.070000 sec): 2 clusters
  Score: Raw -9537007.214778 + Penalty 2737.554993 = -9534269.659785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175952.770000 sec): 3 clusters
  Score: Raw -9498179.023751 + Penalty 5475.109986 = -9492703.913765
  nChanged 28887
		SP:Iteration 1F (175953.400000 sec): 3 clusters
  Score: Raw -9514464.959867 + Penalty 5475.109986 = -9508989.849881
  nChanged 2816
		SP:Iteration 2Q (175954.060000 sec): 3 clusters
  Score: Raw -9515492.385077 + Penalty 5475.109986 = -9510017.275091
  nChanged 2996
		SP:Iteration 3Q (175954.660000 sec): 3 clusters
  Score: Raw -9516804.694078 + Penalty 5475.109986 = -9511329.584092
  nChanged 3461
		SP:Iteration 4F (175955.290000 sec): 3 clusters
  Score: Raw -9518614.005506 + Penalty 5475.109986 = -9513138.895520
  nChanged 3800
		SP:Iteration 5F (175955.960000 sec): 3 clusters
  Score: Raw -9520797.436801 + Penalty 5475.109986 = -9515322.326815
  nChanged 4033
		SP:Iteration 6F (175956.600000 sec): 3 clusters
  Score: Raw -9523420.543105 + Penalty 5475.109986 = -9517945.433119
  nChanged 3956
		SP:Iteration 7F (175957.320000 sec): 3 clusters
  Score: Raw -9526265.027493 + Penalty 5475.109986 = -9520789.917507
  nChanged 3738
		SP:Iteration 8F (175957.980000 sec): 3 clusters
  Score: Raw -9529222.990736 + Penalty 5475.109986 = -9523747.880750
  nChanged 3302
		SP:Iteration 9F (175958.630000 sec): 3 clusters
  Score: Raw -9531900.667572 + Penalty 5475.109986 = -9526425.557586
  nChanged 2690
		SP:Iteration 10Q (175959.330000 sec): 3 clusters
  Score: Raw -9534086.401820 + Penalty 5475.109986 = -9528611.291834
  nChanged 2010
		SP:Iteration 11Q (175960.110000 sec): 3 clusters
  Score: Raw -9535645.799519 + Penalty 5475.109986 = -9530170.689533
  nChanged 1401
		SP:Iteration 12Q (175960.800000 sec): 3 clusters
  Score: Raw -9536686.900194 + Penalty 5475.109986 = -9531211.790208
  nChanged 952
		SP:Iteration 13Q (175961.410000 sec): 3 clusters
  Score: Raw -9537331.742608 + Penalty 5475.109986 = -9531856.632622
  nChanged 598
		SP:Iteration 14Q (175962.050000 sec): 3 clusters
  Score: Raw -9537699.594759 + Penalty 5475.109986 = -9532224.484773
  nChanged 408
		SP:Iteration 15Q (175962.650000 sec): 3 clusters
  Score: Raw -9537901.800312 + Penalty 5475.109986 = -9532426.690326
  nChanged 285
		SP:Iteration 16Q (175963.310000 sec): 3 clusters
  Score: Raw -9538033.045140 + Penalty 5475.109986 = -9532557.935153
  nChanged 190
		SP:Iteration 17Q (175963.970000 sec): 3 clusters
  Score: Raw -9538101.177207 + Penalty 5475.109986 = -9532626.067221
  nChanged 112
		SP:Iteration 18Q (175964.580000 sec): 3 clusters
  Score: Raw -9538139.838147 + Penalty 5475.109986 = -9532664.728161
  nChanged 90
		SP:Iteration 19Q (175965.160000 sec): 3 clusters
  Score: Raw -9538168.635599 + Penalty 5475.109986 = -9532693.525613
  nChanged 77
		SP:Iteration 20F (175965.730000 sec): 3 clusters
  Score: Raw -9538193.761634 + Penalty 5475.109986 = -9532718.651648
  nChanged 58
		SP:Iteration 21Q (175966.330000 sec): 3 clusters
  Score: Raw -9538214.143452 + Penalty 5475.109986 = -9532739.033465
  nChanged 45
		SP:Iteration 22Q (175966.930000 sec): 3 clusters
  Score: Raw -9538231.163261 + Penalty 5475.109986 = -9532756.053274
  nChanged 38
		SP:Iteration 23Q (175967.520000 sec): 3 clusters
  Score: Raw -9538242.043622 + Penalty 5475.109986 = -9532766.933636
  nChanged 24
		SP:Iteration 24Q (175968.120000 sec): 3 clusters
  Score: Raw -9538249.635140 + Penalty 5475.109986 = -9532774.525154
  nChanged 19
		SP:Iteration 25Q (175968.710000 sec): 3 clusters
  Score: Raw -9538254.639161 + Penalty 5475.109986 = -9532779.529175
  nChanged 22
		SP:Iteration 26Q (175969.290000 sec): 3 clusters
  Score: Raw -9538261.505616 + Penalty 5475.109986 = -9532786.395630
  nChanged 20
		SP:Iteration 27Q (175969.790000 sec): 3 clusters
  Score: Raw -9538266.024761 + Penalty 5475.109986 = -9532790.914775
  nChanged 8
		SP:Iteration 28Q (175970.350000 sec): 3 clusters
  Score: Raw -9538267.826714 + Penalty 5475.109986 = -9532792.716728
  nChanged 4
		SP:Iteration 29Q (175970.950000 sec): 3 clusters
  Score: Raw -9538268.167673 + Penalty 5475.109986 = -9532793.057687
  nChanged 0
		SP:Iteration 30F (175971.530000 sec): 3 clusters
  Score: Raw -9538268.167673 + Penalty 5475.109986 = -9532793.057687
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 45 (7012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175971.740000 sec): 2 clusters
  Score: Raw -1096026.397733 + Penalty 2196.133805 = -1093830.263927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175971.990000 sec): 3 clusters
  Score: Raw -1092450.064969 + Penalty 4392.267610 = -1088057.797359
  nChanged 2857
		SP:Iteration 1F (175972.280000 sec): 3 clusters
  Score: Raw -1094225.942393 + Penalty 4392.267610 = -1089833.674783
  nChanged 527
		SP:Iteration 2F (175972.510000 sec): 3 clusters
  Score: Raw -1094608.496711 + Penalty 4392.267610 = -1090216.229101
  nChanged 475
		SP:Iteration 3F (175972.720000 sec): 3 clusters
  Score: Raw -1095058.038067 + Penalty 4392.267610 = -1090665.770457
  nChanged 524
		SP:Iteration 4F (175973.000000 sec): 3 clusters
  Score: Raw -1095630.075242 + Penalty 4392.267610 = -1091237.807631
  nChanged 556
		SP:Iteration 5F (175973.210000 sec): 3 clusters
  Score: Raw -1096312.445144 + Penalty 4392.267610 = -1091920.177534
  nChanged 520
		SP:Iteration 6F (175973.460000 sec): 3 clusters
  Score: Raw -1096834.725564 + Penalty 4392.267610 = -1092442.457954
  nChanged 375
		SP:Iteration 7F (175973.720000 sec): 3 clusters
  Score: Raw -1097089.228448 + Penalty 4392.267610 = -1092696.960838
  nChanged 224
		SP:Iteration 8Q (175973.920000 sec): 3 clusters
  Score: Raw -1097206.718236 + Penalty 4392.267610 = -1092814.450626
  nChanged 129
		SP:Iteration 9Q (175974.130000 sec): 3 clusters
  Score: Raw -1097270.456554 + Penalty 4392.267610 = -1092878.188943
  nChanged 111
		SP:Iteration 10Q (175974.310000 sec): 3 clusters
  Score: Raw -1097314.453884 + Penalty 4392.267610 = -1092922.186274
  nChanged 67
		SP:Iteration 11Q (175974.540000 sec): 3 clusters
  Score: Raw -1097334.921674 + Penalty 4392.267610 = -1092942.654064
  nChanged 56
		SP:Iteration 12Q (175974.700000 sec): 3 clusters
  Score: Raw -1097357.555019 + Penalty 4392.267610 = -1092965.287409
  nChanged 45
		SP:Iteration 13Q (175974.920000 sec): 3 clusters
  Score: Raw -1097370.559572 + Penalty 4392.267610 = -1092978.291962
  nChanged 34
		SP:Iteration 14Q (175975.190000 sec): 3 clusters
  Score: Raw -1097382.053694 + Penalty 4392.267610 = -1092989.786084
  nChanged 34
		SP:Iteration 15Q (175975.480000 sec): 3 clusters
  Score: Raw -1097391.292385 + Penalty 4392.267610 = -1092999.024775
  nChanged 31
		SP:Iteration 16Q (175975.740000 sec): 3 clusters
  Score: Raw -1097399.786304 + Penalty 4392.267610 = -1093007.518694
  nChanged 28
		SP:Iteration 17Q (175975.940000 sec): 3 clusters
  Score: Raw -1097407.775843 + Penalty 4392.267610 = -1093015.508233
  nChanged 25
		SP:Iteration 18Q (175976.200000 sec): 3 clusters
  Score: Raw -1097414.198646 + Penalty 4392.267610 = -1093021.931036
  nChanged 39
		SP:Iteration 19Q (175976.460000 sec): 3 clusters
  Score: Raw -1097425.552594 + Penalty 4392.267610 = -1093033.284984
  nChanged 43
		SP:Iteration 20F (175976.760000 sec): 3 clusters
  Score: Raw -1097439.860264 + Penalty 4392.267610 = -1093047.592654
  nChanged 37
		SP:Iteration 21Q (175977.050000 sec): 3 clusters
  Score: Raw -1097450.787453 + Penalty 4392.267610 = -1093058.519843
  nChanged 41
		SP:Iteration 22Q (175977.350000 sec): 3 clusters
  Score: Raw -1097461.206942 + Penalty 4392.267610 = -1093068.939332
  nChanged 36
		SP:Iteration 23Q (175977.580000 sec): 3 clusters
  Score: Raw -1097470.274422 + Penalty 4392.267610 = -1093078.006812
  nChanged 34
		SP:Iteration 24Q (175977.820000 sec): 3 clusters
  Score: Raw -1097479.138942 + Penalty 4392.267610 = -1093086.871332
  nChanged 34
		SP:Iteration 25Q (175978.050000 sec): 3 clusters
  Score: Raw -1097487.141661 + Penalty 4392.267610 = -1093094.874051
  nChanged 18
		SP:Iteration 26Q (175978.270000 sec): 3 clusters
  Score: Raw -1097490.923954 + Penalty 4392.267610 = -1093098.656344
  nChanged 21
		SP:Iteration 27Q (175978.500000 sec): 3 clusters
  Score: Raw -1097495.936350 + Penalty 4392.267610 = -1093103.668740
  nChanged 22
		SP:Iteration 28Q (175978.770000 sec): 3 clusters
  Score: Raw -1097500.343053 + Penalty 4392.267610 = -1093108.075443
  nChanged 17
		SP:Iteration 29Q (175978.990000 sec): 3 clusters
  Score: Raw -1097503.596674 + Penalty 4392.267610 = -1093111.329064
  nChanged 11
		SP:Iteration 30Q (175979.240000 sec): 3 clusters
  Score: Raw -1097505.340456 + Penalty 4392.267610 = -1093113.072846
  nChanged 10
		SP:Iteration 31Q (175979.500000 sec): 3 clusters
  Score: Raw -1097507.672420 + Penalty 4392.267610 = -1093115.404810
  nChanged 10
		SP:Iteration 32Q (175979.680000 sec): 3 clusters
  Score: Raw -1097509.844576 + Penalty 4392.267610 = -1093117.576966
  nChanged 7
		SP:Iteration 33Q (175979.940000 sec): 3 clusters
  Score: Raw -1097511.307874 + Penalty 4392.267610 = -1093119.040264
  nChanged 4
		SP:Iteration 34Q (175980.180000 sec): 3 clusters
  Score: Raw -1097512.065708 + Penalty 4392.267610 = -1093119.798098
  nChanged 5
		SP:Iteration 35Q (175980.390000 sec): 3 clusters
  Score: Raw -1097513.351784 + Penalty 4392.267610 = -1093121.084174
  nChanged 7
		SP:Iteration 36Q (175980.640000 sec): 3 clusters
  Score: Raw -1097514.496081 + Penalty 4392.267610 = -1093122.228471
  nChanged 3
		SP:Iteration 37Q (175980.900000 sec): 3 clusters
  Score: Raw -1097515.068805 + Penalty 4392.267610 = -1093122.801195
  nChanged 1
		SP:Iteration 38Q (175981.090000 sec): 3 clusters
  Score: Raw -1097515.221475 + Penalty 4392.267610 = -1093122.953865
  nChanged 2
		SP:Iteration 39Q (175981.290000 sec): 3 clusters
  Score: Raw -1097515.529527 + Penalty 4392.267610 = -1093123.261917
  nChanged 1
		SP:Iteration 40F (175981.520000 sec): 3 clusters
  Score: Raw -1097515.654926 + Penalty 4392.267610 = -1093123.387316
  nChanged 1
		SP:Iteration 41Q (175981.660000 sec): 3 clusters
  Score: Raw -1097515.897527 + Penalty 4392.267610 = -1093123.629917
  nChanged 0
		SP:Iteration 42F (175981.830000 sec): 3 clusters
  Score: Raw -1097515.897527 + Penalty 4392.267610 = -1093123.629917
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 46 (3164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175981.900000 sec): 2 clusters
  Score: Raw -478335.166088 + Penalty 1998.778898 = -476336.387191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175981.980000 sec): 3 clusters
  Score: Raw -476940.371780 + Penalty 3997.557795 = -472942.813985
  nChanged 1131
		SP:Iteration 1F (175982.060000 sec): 3 clusters
  Score: Raw -477676.480026 + Penalty 3997.557795 = -473678.922230
  nChanged 287
		SP:Iteration 2F (175982.140000 sec): 3 clusters
  Score: Raw -477896.129921 + Penalty 3997.557795 = -473898.572125
  nChanged 190
		SP:Iteration 3F (175982.370000 sec): 3 clusters
  Score: Raw -478047.059998 + Penalty 3997.557795 = -474049.502203
  nChanged 147
		SP:Iteration 4Q (175982.530000 sec): 3 clusters
  Score: Raw -478160.348387 + Penalty 3997.557795 = -474162.790592
  nChanged 106
		SP:Iteration 5Q (175982.720000 sec): 3 clusters
  Score: Raw -478252.404256 + Penalty 3997.557795 = -474254.846460
  nChanged 109
		SP:Iteration 6Q (175982.860000 sec): 3 clusters
  Score: Raw -478346.690958 + Penalty 3997.557795 = -474349.133163
  nChanged 101
		SP:Iteration 7Q (175983.060000 sec): 3 clusters
  Score: Raw -478437.338428 + Penalty 3997.557795 = -474439.780632
  nChanged 88
		SP:Iteration 8Q (175983.210000 sec): 3 clusters
  Score: Raw -478502.586346 + Penalty 3997.557795 = -474505.028551
  nChanged 68
		SP:Iteration 9Q (175983.400000 sec): 3 clusters
  Score: Raw -478547.778799 + Penalty 3997.557795 = -474550.221003
  nChanged 55
		SP:Iteration 10Q (175983.520000 sec): 3 clusters
  Score: Raw -478582.077028 + Penalty 3997.557795 = -474584.519233
  nChanged 46
		SP:Iteration 11Q (175983.660000 sec): 3 clusters
  Score: Raw -478612.549301 + Penalty 3997.557795 = -474614.991506
  nChanged 45
		SP:Iteration 12Q (175983.810000 sec): 3 clusters
  Score: Raw -478646.971788 + Penalty 3997.557795 = -474649.413993
  nChanged 37
		SP:Iteration 13Q (175984.000000 sec): 3 clusters
  Score: Raw -478676.236695 + Penalty 3997.557795 = -474678.678900
  nChanged 35
		SP:Iteration 14Q (175984.200000 sec): 3 clusters
  Score: Raw -478707.951477 + Penalty 3997.557795 = -474710.393682
  nChanged 30
		SP:Iteration 15Q (175984.330000 sec): 3 clusters
  Score: Raw -478727.832476 + Penalty 3997.557795 = -474730.274681
  nChanged 22
		SP:Iteration 16Q (175984.480000 sec): 3 clusters
  Score: Raw -478740.984456 + Penalty 3997.557795 = -474743.426661
  nChanged 23
		SP:Iteration 17Q (175984.620000 sec): 3 clusters
  Score: Raw -478755.649769 + Penalty 3997.557795 = -474758.091974
  nChanged 21
		SP:Iteration 18Q (175984.750000 sec): 3 clusters
  Score: Raw -478770.951738 + Penalty 3997.557795 = -474773.393943
  nChanged 23
		SP:Iteration 19Q (175984.970000 sec): 3 clusters
  Score: Raw -478790.938562 + Penalty 3997.557795 = -474793.380767
  nChanged 23
		SP:Iteration 20F (175985.120000 sec): 3 clusters
  Score: Raw -478806.447961 + Penalty 3997.557795 = -474808.890165
  nChanged 17
		SP:Iteration 21Q (175985.230000 sec): 3 clusters
  Score: Raw -478815.923599 + Penalty 3997.557795 = -474818.365804
  nChanged 18
		SP:Iteration 22Q (175985.480000 sec): 3 clusters
  Score: Raw -478827.919628 + Penalty 3997.557795 = -474830.361833
  nChanged 15
		SP:Iteration 23Q (175985.600000 sec): 3 clusters
  Score: Raw -478840.749100 + Penalty 3997.557795 = -474843.191305
  nChanged 19
		SP:Iteration 24Q (175985.780000 sec): 3 clusters
  Score: Raw -478851.655173 + Penalty 3997.557795 = -474854.097378
  nChanged 13
		SP:Iteration 25Q (175985.940000 sec): 3 clusters
  Score: Raw -478860.285251 + Penalty 3997.557795 = -474862.727456
  nChanged 13
		SP:Iteration 26Q (175986.070000 sec): 3 clusters
  Score: Raw -478869.149555 + Penalty 3997.557795 = -474871.591760
  nChanged 14
		SP:Iteration 27Q (175986.240000 sec): 3 clusters
  Score: Raw -478876.675708 + Penalty 3997.557795 = -474879.117913
  nChanged 11
		SP:Iteration 28Q (175986.290000 sec): 3 clusters
  Score: Raw -478881.282712 + Penalty 3997.557795 = -474883.724917
  nChanged 7
		SP:Iteration 29Q (175986.380000 sec): 3 clusters
  Score: Raw -478884.681185 + Penalty 3997.557795 = -474887.123390
  nChanged 3
		SP:Iteration 30Q (175986.560000 sec): 3 clusters
  Score: Raw -478886.905576 + Penalty 3997.557795 = -474889.347781
  nChanged 6
		SP:Iteration 31Q (175986.750000 sec): 3 clusters
  Score: Raw -478889.373899 + Penalty 3997.557795 = -474891.816104
  nChanged 2
		SP:Iteration 32Q (175986.900000 sec): 3 clusters
  Score: Raw -478890.740185 + Penalty 3997.557795 = -474893.182390
  nChanged 4
		SP:Iteration 33Q (175987.050000 sec): 3 clusters
  Score: Raw -478892.892718 + Penalty 3997.557795 = -474895.334923
  nChanged 6
		SP:Iteration 34Q (175987.230000 sec): 3 clusters
  Score: Raw -478895.973630 + Penalty 3997.557795 = -474898.415834
  nChanged 9
		SP:Iteration 35Q (175987.260000 sec): 3 clusters
  Score: Raw -478901.994053 + Penalty 3997.557795 = -474904.436258
  nChanged 2
		SP:Iteration 36Q (175987.350000 sec): 3 clusters
  Score: Raw -478902.819415 + Penalty 3997.557795 = -474905.261620
  nChanged 5
		SP:Iteration 37Q (175987.440000 sec): 3 clusters
  Score: Raw -478905.329743 + Penalty 3997.557795 = -474907.771948
  nChanged 3
		SP:Iteration 38Q (175987.600000 sec): 3 clusters
  Score: Raw -478908.066963 + Penalty 3997.557795 = -474910.509168
  nChanged 3
		SP:Iteration 39Q (175987.730000 sec): 3 clusters
  Score: Raw -478908.693265 + Penalty 3997.557795 = -474911.135470
  nChanged 0
		SP:Iteration 40F (175987.870000 sec): 3 clusters
  Score: Raw -478908.693265 + Penalty 3997.557795 = -474911.135470
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 47 (3674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (175987.990000 sec): 2 clusters
  Score: Raw -582133.040089 + Penalty 2035.840994 = -580097.199095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (175988.070000 sec): 3 clusters
  Score: Raw -580528.733935 + Penalty 4071.681988 = -576457.051947
  nChanged 1290
		SP:Iteration 1F (175988.250000 sec): 3 clusters
  Score: Raw -581317.471117 + Penalty 4071.681988 = -577245.789130
  nChanged 250
		SP:Iteration 2F (175988.380000 sec): 3 clusters
  Score: Raw -581484.861066 + Penalty 4071.681988 = -577413.179079
  nChanged 190
		SP:Iteration 3F (175988.560000 sec): 3 clusters
  Score: Raw -581607.733016 + Penalty 4071.681988 = -577536.051029
  nChanged 127
		SP:Iteration 4Q (175988.750000 sec): 3 clusters
  Score: Raw -581680.508274 + Penalty 4071.681988 = -577608.826287
  nChanged 110
		SP:Iteration 5Q (175988.920000 sec): 3 clusters
  Score: Raw -581745.952537 + Penalty 4071.681988 = -577674.270550
  nChanged 100
		SP:Iteration 6Q (175989.110000 sec): 3 clusters
  Score: Raw -581828.540368 + Penalty 4071.681988 = -577756.858380
  nChanged 108
		SP:Iteration 7Q (175989.290000 sec): 3 clusters
  Score: Raw -581904.088530 + Penalty 4071.681988 = -577832.406542
  nChanged 104
		SP:Iteration 8Q (175989.410000 sec): 3 clusters
  Score: Raw -581975.537034 + Penalty 4071.681988 = -577903.855046
  nChanged 97
		SP:Iteration 9Q (175989.610000 sec): 3 clusters
  Score: Raw -582036.876207 + Penalty 4071.681988 = -577965.194219
  nChanged 77
		SP:Iteration 10Q (175989.750000 sec): 3 clusters
  Score: Raw -582086.988341 + Penalty 4071.681988 = -578015.306354
  nChanged 67
		SP:Iteration 11Q (175989.920000 sec): 3 clusters
  Score: Raw -582120.800700 + Penalty 4071.681988 = -578049.118712
  nChanged 60
		SP:Iteration 12Q (175990.100000 sec): 3 clusters
  Score: Raw -582158.232018 + Penalty 4071.681988 = -578086.550030
  nChanged 61
		SP:Iteration 13Q (175990.200000 sec): 3 clusters
  Score: Raw -582195.915782 + Penalty 4071.681988 = -578124.233794
  nChanged 55
		SP:Iteration 14Q (175990.400000 sec): 3 clusters
  Score: Raw -582225.788270 + Penalty 4071.681988 = -578154.106282
  nChanged 59
		SP:Iteration 15Q (175990.460000 sec): 3 clusters
  Score: Raw -582259.671544 + Penalty 4071.681988 = -578187.989556
  nChanged 40
		SP:Iteration 16Q (175990.600000 sec): 3 clusters
  Score: Raw -582282.641775 + Penalty 4071.681988 = -578210.959787
  nChanged 41
		SP:Iteration 17Q (175990.780000 sec): 3 clusters
  Score: Raw -582305.076894 + Penalty 4071.681988 = -578233.394906
  nChanged 34
		SP:Iteration 18Q (175990.950000 sec): 3 clusters
  Score: Raw -582322.173799 + Penalty 4071.681988 = -578250.491811
  nChanged 34
		SP:Iteration 19Q (175991.120000 sec): 3 clusters
  Score: Raw -582337.517878 + Penalty 4071.681988 = -578265.835890
  nChanged 29
		SP:Iteration 20F (175991.320000 sec): 3 clusters
  Score: Raw -582351.042129 + Penalty 4071.681988 = -578279.360141
  nChanged 24
		SP:Iteration 21Q (175991.460000 sec): 3 clusters
  Score: Raw -582364.685443 + Penalty 4071.681988 = -578293.003455
  nChanged 20
		SP:Iteration 22Q (175991.600000 sec): 3 clusters
  Score: Raw -582374.187444 + Penalty 4071.681988 = -578302.505456
  nChanged 18
		SP:Iteration 23Q (175991.800000 sec): 3 clusters
  Score: Raw -582384.021684 + Penalty 4071.681988 = -578312.339696
  nChanged 22
		SP:Iteration 24Q (175991.970000 sec): 3 clusters
  Score: Raw -582394.895546 + Penalty 4071.681988 = -578323.213558
  nChanged 18
		SP:Iteration 25Q (175992.180000 sec): 3 clusters
  Score: Raw -582407.216806 + Penalty 4071.681988 = -578335.534819
  nChanged 20
		SP:Iteration 26Q (175992.320000 sec): 3 clusters
  Score: Raw -582416.317437 + Penalty 4071.681988 = -578344.635449
  nChanged 17
		SP:Iteration 27Q (175992.460000 sec): 3 clusters
  Score: Raw -582424.064815 + Penalty 4071.681988 = -578352.382827
  nChanged 12
		SP:Iteration 28Q (175992.650000 sec): 3 clusters
  Score: Raw -582430.012006 + Penalty 4071.681988 = -578358.330018
  nChanged 16
		SP:Iteration 29Q (175992.790000 sec): 3 clusters
  Score: Raw -582437.424119 + Penalty 4071.681988 = -578365.742131
  nChanged 14
		SP:Iteration 30Q (175992.940000 sec): 3 clusters
  Score: Raw -582443.277718 + Penalty 4071.681988 = -578371.595730
  nChanged 12
		SP:Iteration 31Q (175993.060000 sec): 3 clusters
  Score: Raw -582447.680498 + Penalty 4071.681988 = -578375.998510
  nChanged 10
		SP:Iteration 32Q (175993.260000 sec): 3 clusters
  Score: Raw -582451.201333 + Penalty 4071.681988 = -578379.519346
  nChanged 6
		SP:Iteration 33Q (175993.460000 sec): 3 clusters
  Score: Raw -582453.376547 + Penalty 4071.681988 = -578381.694559
  nChanged 5
		SP:Iteration 34Q (175993.580000 sec): 3 clusters
  Score: Raw -582455.875227 + Penalty 4071.681988 = -578384.193239
  nChanged 5
		SP:Iteration 35Q (175993.730000 sec): 3 clusters
  Score: Raw -582457.958322 + Penalty 4071.681988 = -578386.276334
  nChanged 6
		SP:Iteration 36Q (175993.930000 sec): 3 clusters
  Score: Raw -582460.658634 + Penalty 4071.681988 = -578388.976646
  nChanged 9
		SP:Iteration 37Q (175994.040000 sec): 3 clusters
  Score: Raw -582464.283933 + Penalty 4071.681988 = -578392.601946
  nChanged 7
		SP:Iteration 38Q (175994.250000 sec): 3 clusters
  Score: Raw -582467.573276 + Penalty 4071.681988 = -578395.891289
  nChanged 8
		SP:Iteration 39Q (175994.370000 sec): 3 clusters
  Score: Raw -582472.375770 + Penalty 4071.681988 = -578400.693782
  nChanged 10
		SP:Iteration 40F (175994.570000 sec): 3 clusters
  Score: Raw -582475.728425 + Penalty 4071.681988 = -578404.046437
  nChanged 7
		SP:Iteration 41Q (175994.700000 sec): 3 clusters
  Score: Raw -582478.062885 + Penalty 4071.681988 = -578406.380897
  nChanged 6
		SP:Iteration 42Q (175994.900000 sec): 3 clusters
  Score: Raw -582479.526976 + Penalty 4071.681988 = -578407.844989
  nChanged 3
		SP:Iteration 43Q (175995.050000 sec): 3 clusters
  Score: Raw -582480.255376 + Penalty 4071.681988 = -578408.573388
  nChanged 2
		SP:Iteration 44Q (175995.260000 sec): 3 clusters
  Score: Raw -582482.165122 + Penalty 4071.681988 = -578410.483134
  nChanged 6
		SP:Iteration 45Q (175995.440000 sec): 3 clusters
  Score: Raw -582486.498557 + Penalty 4071.681988 = -578414.816569
  nChanged 11
		SP:Iteration 46Q (175995.620000 sec): 3 clusters
  Score: Raw -582491.903032 + Penalty 4071.681988 = -578420.221044
  nChanged 12
		SP:Iteration 47Q (175995.820000 sec): 3 clusters
  Score: Raw -582497.898380 + Penalty 4071.681988 = -578426.216392
  nChanged 11
		SP:Iteration 48Q (175996.010000 sec): 3 clusters
  Score: Raw -582503.025294 + Penalty 4071.681988 = -578431.343307
  nChanged 10
		SP:Iteration 49Q (175996.200000 sec): 3 clusters
  Score: Raw -582509.234610 + Penalty 4071.681988 = -578437.552622
  nChanged 13
		SP:Iteration 50Q (175996.350000 sec): 3 clusters
  Score: Raw -582512.237960 + Penalty 4071.681988 = -578440.555972
  nChanged 9
		SP:Iteration 51Q (175996.550000 sec): 3 clusters
  Score: Raw -582515.243239 + Penalty 4071.681988 = -578443.561251
  nChanged 3
		SP:Iteration 52Q (175996.720000 sec): 3 clusters
  Score: Raw -582516.593005 + Penalty 4071.681988 = -578444.911017
  nChanged 4
		SP:Iteration 53Q (175996.880000 sec): 3 clusters
  Score: Raw -582518.071129 + Penalty 4071.681988 = -578446.389141
  nChanged 4
		SP:Iteration 54Q (175997.020000 sec): 3 clusters
  Score: Raw -582519.166878 + Penalty 4071.681988 = -578447.484891
  nChanged 2
		SP:Iteration 55Q (175997.160000 sec): 3 clusters
  Score: Raw -582520.221560 + Penalty 4071.681988 = -578448.539572
  nChanged 2
		SP:Iteration 56Q (175997.360000 sec): 3 clusters
  Score: Raw -582520.686243 + Penalty 4071.681988 = -578449.004255
  nChanged 4
		SP:Iteration 57Q (175997.480000 sec): 3 clusters
  Score: Raw -582522.831598 + Penalty 4071.681988 = -578451.149611
  nChanged 6
		SP:Iteration 58Q (175997.680000 sec): 3 clusters
  Score: Raw -582525.507823 + Penalty 4071.681988 = -578453.825835
  nChanged 7
		SP:Iteration 59Q (175997.870000 sec): 3 clusters
  Score: Raw -582527.693632 + Penalty 4071.681988 = -578456.011644
  nChanged 3
		SP:Iteration 60F (175998.060000 sec): 3 clusters
  Score: Raw -582528.892313 + Penalty 4071.681988 = -578457.210325
  nChanged 2
		SP:Iteration 61Q (175998.260000 sec): 3 clusters
  Score: Raw -582529.827308 + Penalty 4071.681988 = -578458.145321
  nChanged 4
		SP:Iteration 62Q (175998.420000 sec): 3 clusters
  Score: Raw -582531.339673 + Penalty 4071.681988 = -578459.657685
  nChanged 5
		SP:Iteration 63Q (175998.540000 sec): 3 clusters
  Score: Raw -582534.271338 + Penalty 4071.681988 = -578462.589350
  nChanged 7
		SP:Iteration 64Q (175998.720000 sec): 3 clusters
  Score: Raw -582538.103658 + Penalty 4071.681988 = -578466.421670
  nChanged 11
		SP:Iteration 65Q (175998.860000 sec): 3 clusters
  Score: Raw -582544.389674 + Penalty 4071.681988 = -578472.707686
  nChanged 10
		SP:Iteration 66Q (175998.990000 sec): 3 clusters
  Score: Raw -582548.022582 + Penalty 4071.681988 = -578476.340594
  nChanged 17
		SP:Iteration 67Q (175999.190000 sec): 3 clusters
  Score: Raw -582557.288906 + Penalty 4071.681988 = -578485.606919
  nChanged 22
		SP:Iteration 68Q (175999.360000 sec): 3 clusters
  Score: Raw -582567.819283 + Penalty 4071.681988 = -578496.137295
  nChanged 19
		SP:Iteration 69Q (175999.530000 sec): 3 clusters
  Score: Raw -582578.424418 + Penalty 4071.681988 = -578506.742431
  nChanged 24
		SP:Iteration 70Q (175999.720000 sec): 3 clusters
  Score: Raw -582590.715808 + Penalty 4071.681988 = -578519.033820
  nChanged 22
		SP:Iteration 71Q (175999.800000 sec): 3 clusters
  Score: Raw -582605.391098 + Penalty 4071.681988 = -578533.709110
  nChanged 25
		SP:Iteration 72Q (176000.030000 sec): 3 clusters
  Score: Raw -582618.826582 + Penalty 4071.681988 = -578547.144594
  nChanged 17
		SP:Iteration 73Q (176000.120000 sec): 3 clusters
  Score: Raw -582626.127559 + Penalty 4071.681988 = -578554.445572
  nChanged 23
		SP:Iteration 74Q (176000.270000 sec): 3 clusters
  Score: Raw -582636.946399 + Penalty 4071.681988 = -578565.264412
  nChanged 29
		SP:Iteration 75Q (176000.480000 sec): 3 clusters
  Score: Raw -582652.651410 + Penalty 4071.681988 = -578580.969422
  nChanged 32
		SP:Iteration 76Q (176000.660000 sec): 3 clusters
  Score: Raw -582667.589513 + Penalty 4071.681988 = -578595.907525
  nChanged 29
		SP:Iteration 77Q (176000.790000 sec): 3 clusters
  Score: Raw -582682.859518 + Penalty 4071.681988 = -578611.177530
  nChanged 25
		SP:Iteration 78Q (176000.970000 sec): 3 clusters
  Score: Raw -582698.343940 + Penalty 4071.681988 = -578626.661952
  nChanged 29
		SP:Iteration 79Q (176001.140000 sec): 3 clusters
  Score: Raw -582710.756173 + Penalty 4071.681988 = -578639.074185
  nChanged 24
		SP:Iteration 80F (176001.330000 sec): 3 clusters
  Score: Raw -582722.487590 + Penalty 4071.681988 = -578650.805602
  nChanged 25
		SP:Iteration 81Q (176001.530000 sec): 3 clusters
  Score: Raw -582736.668259 + Penalty 4071.681988 = -578664.986271
  nChanged 22
		SP:Iteration 82Q (176001.720000 sec): 3 clusters
  Score: Raw -582747.840065 + Penalty 4071.681988 = -578676.158077
  nChanged 22
		SP:Iteration 83Q (176001.970000 sec): 3 clusters
  Score: Raw -582758.008767 + Penalty 4071.681988 = -578686.326779
  nChanged 19
		SP:Iteration 84Q (176002.190000 sec): 3 clusters
  Score: Raw -582768.261228 + Penalty 4071.681988 = -578696.579240
  nChanged 21
		SP:Iteration 85Q (176002.410000 sec): 3 clusters
  Score: Raw -582779.824093 + Penalty 4071.681988 = -578708.142105
  nChanged 18
		SP:Iteration 86Q (176002.560000 sec): 3 clusters
  Score: Raw -582786.525007 + Penalty 4071.681988 = -578714.843019
  nChanged 12
		SP:Iteration 87Q (176002.710000 sec): 3 clusters
  Score: Raw -582792.841004 + Penalty 4071.681988 = -578721.159017
  nChanged 10
		SP:Iteration 88Q (176002.860000 sec): 3 clusters
  Score: Raw -582796.678704 + Penalty 4071.681988 = -578724.996716
  nChanged 12
		SP:Iteration 89Q (176003.060000 sec): 3 clusters
  Score: Raw -582801.671099 + Penalty 4071.681988 = -578729.989111
  nChanged 8
		SP:Iteration 90Q (176003.230000 sec): 3 clusters
  Score: Raw -582805.355545 + Penalty 4071.681988 = -578733.673557
  nChanged 8
		SP:Iteration 91Q (176003.350000 sec): 3 clusters
  Score: Raw -582809.326605 + Penalty 4071.681988 = -578737.644617
  nChanged 13
		SP:Iteration 92Q (176003.550000 sec): 3 clusters
  Score: Raw -582816.119823 + Penalty 4071.681988 = -578744.437835
  nChanged 12
		SP:Iteration 93Q (176003.710000 sec): 3 clusters
  Score: Raw -582824.734221 + Penalty 4071.681988 = -578753.052233
  nChanged 13
		SP:Iteration 94Q (176003.870000 sec): 3 clusters
  Score: Raw -582833.227118 + Penalty 4071.681988 = -578761.545130
  nChanged 12
		SP:Iteration 95Q (176004.030000 sec): 3 clusters
  Score: Raw -582838.030505 + Penalty 4071.681988 = -578766.348517
  nChanged 6
		SP:Iteration 96Q (176004.190000 sec): 3 clusters
  Score: Raw -582840.755953 + Penalty 4071.681988 = -578769.073966
  nChanged 2
		SP:Iteration 97Q (176004.330000 sec): 3 clusters
  Score: Raw -582841.142127 + Penalty 4071.681988 = -578769.460139
  nChanged 0
		SP:Iteration 98F (176004.480000 sec): 3 clusters
  Score: Raw -582841.142127 + Penalty 4071.681988 = -578769.460139
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 48 (5026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176004.610000 sec): 2 clusters
  Score: Raw -752390.996135 + Penalty 2113.550170 = -750277.445965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176004.780000 sec): 3 clusters
  Score: Raw -749979.792778 + Penalty 4227.100340 = -745752.692438
  nChanged 1898
		SP:Iteration 1F (176004.960000 sec): 3 clusters
  Score: Raw -751082.096092 + Penalty 4227.100340 = -746854.995752
  nChanged 374
		SP:Iteration 2F (176005.170000 sec): 3 clusters
  Score: Raw -751293.110352 + Penalty 4227.100340 = -747066.010012
  nChanged 251
		SP:Iteration 3Q (176005.310000 sec): 3 clusters
  Score: Raw -751422.840933 + Penalty 4227.100340 = -747195.740593
  nChanged 192
		SP:Iteration 4Q (176005.530000 sec): 3 clusters
  Score: Raw -751525.693457 + Penalty 4227.100340 = -747298.593117
  nChanged 151
		SP:Iteration 5Q (176005.660000 sec): 3 clusters
  Score: Raw -751593.201204 + Penalty 4227.100340 = -747366.100864
  nChanged 126
		SP:Iteration 6Q (176005.880000 sec): 3 clusters
  Score: Raw -751665.302465 + Penalty 4227.100340 = -747438.202125
  nChanged 134
		SP:Iteration 7Q (176006.010000 sec): 3 clusters
  Score: Raw -751728.618906 + Penalty 4227.100340 = -747501.518566
  nChanged 108
		SP:Iteration 8Q (176006.220000 sec): 3 clusters
  Score: Raw -751785.758548 + Penalty 4227.100340 = -747558.658208
  nChanged 121
		SP:Iteration 9Q (176006.340000 sec): 3 clusters
  Score: Raw -751848.271031 + Penalty 4227.100340 = -747621.170691
  nChanged 100
		SP:Iteration 10Q (176006.590000 sec): 3 clusters
  Score: Raw -751899.826611 + Penalty 4227.100340 = -747672.726271
  nChanged 87
		SP:Iteration 11Q (176006.760000 sec): 3 clusters
  Score: Raw -751957.560474 + Penalty 4227.100340 = -747730.460134
  nChanged 111
		SP:Iteration 12Q (176006.880000 sec): 3 clusters
  Score: Raw -752017.754816 + Penalty 4227.100340 = -747790.654476
  nChanged 94
		SP:Iteration 13Q (176007.030000 sec): 3 clusters
  Score: Raw -752067.677332 + Penalty 4227.100340 = -747840.576992
  nChanged 95
		SP:Iteration 14Q (176007.240000 sec): 3 clusters
  Score: Raw -752118.487737 + Penalty 4227.100340 = -747891.387396
  nChanged 99
		SP:Iteration 15Q (176007.360000 sec): 3 clusters
  Score: Raw -752182.680894 + Penalty 4227.100340 = -747955.580554
  nChanged 108
		SP:Iteration 16Q (176007.560000 sec): 3 clusters
  Score: Raw -752257.067300 + Penalty 4227.100340 = -748029.966960
  nChanged 112
		SP:Iteration 17Q (176007.680000 sec): 3 clusters
  Score: Raw -752318.627668 + Penalty 4227.100340 = -748091.527328
  nChanged 85
		SP:Iteration 18Q (176007.890000 sec): 3 clusters
  Score: Raw -752364.313804 + Penalty 4227.100340 = -748137.213464
  nChanged 75
		SP:Iteration 19Q (176008.090000 sec): 3 clusters
  Score: Raw -752405.578785 + Penalty 4227.100340 = -748178.478445
  nChanged 73
		SP:Iteration 20F (176008.210000 sec): 3 clusters
  Score: Raw -752438.381161 + Penalty 4227.100340 = -748211.280821
  nChanged 60
		SP:Iteration 21Q (176008.430000 sec): 3 clusters
  Score: Raw -752478.181401 + Penalty 4227.100340 = -748251.081060
  nChanged 75
		SP:Iteration 22Q (176008.600000 sec): 3 clusters
  Score: Raw -752521.965786 + Penalty 4227.100340 = -748294.865446
  nChanged 72
		SP:Iteration 23Q (176008.820000 sec): 3 clusters
  Score: Raw -752565.036505 + Penalty 4227.100340 = -748337.936165
  nChanged 81
		SP:Iteration 24Q (176009.020000 sec): 3 clusters
  Score: Raw -752621.424851 + Penalty 4227.100340 = -748394.324510
  nChanged 89
		SP:Iteration 25Q (176009.200000 sec): 3 clusters
  Score: Raw -752684.462920 + Penalty 4227.100340 = -748457.362580
  nChanged 87
		SP:Iteration 26Q (176009.340000 sec): 3 clusters
  Score: Raw -752758.908364 + Penalty 4227.100340 = -748531.808024
  nChanged 94
		SP:Iteration 27Q (176009.570000 sec): 3 clusters
  Score: Raw -752870.460687 + Penalty 4227.100340 = -748643.360347
  nChanged 140
		SP:Iteration 28Q (176009.730000 sec): 3 clusters
  Score: Raw -753022.261520 + Penalty 4227.100340 = -748795.161180
  nChanged 156
		SP:Iteration 29Q (176009.940000 sec): 3 clusters
  Score: Raw -753215.258130 + Penalty 4227.100340 = -748988.157790
  nChanged 188
		SP:Iteration 30Q (176010.090000 sec): 3 clusters
  Score: Raw -753449.464548 + Penalty 4227.100340 = -749222.364208
  nChanged 199
		SP:Iteration 31Q (176010.310000 sec): 3 clusters
  Score: Raw -753689.833256 + Penalty 4227.100340 = -749462.732916
  nChanged 192
		SP:Iteration 32Q (176010.480000 sec): 3 clusters
  Score: Raw -753941.691695 + Penalty 4227.100340 = -749714.591355
  nChanged 145
		SP:Iteration 33Q (176010.670000 sec): 3 clusters
  Score: Raw -754132.890040 + Penalty 4227.100340 = -749905.789700
  nChanged 100
		SP:Iteration 34Q (176010.910000 sec): 3 clusters
  Score: Raw -754271.831545 + Penalty 4227.100340 = -750044.731205
  nChanged 89
		SP:Iteration 35Q (176011.060000 sec): 3 clusters
  Score: Raw -754376.583957 + Penalty 4227.100340 = -750149.483616
  nChanged 57
		SP:Iteration 36Q (176011.250000 sec): 3 clusters
  Score: Raw -754423.053448 + Penalty 4227.100340 = -750195.953107
  nChanged 35
		SP:Iteration 37Q (176011.430000 sec): 3 clusters
  Score: Raw -754449.732845 + Penalty 4227.100340 = -750222.632505
  nChanged 21
		SP:Iteration 38Q (176011.570000 sec): 3 clusters
  Score: Raw -754461.652058 + Penalty 4227.100340 = -750234.551718
  nChanged 19
		SP:Iteration 39Q (176011.770000 sec): 3 clusters
  Score: Raw -754470.505656 + Penalty 4227.100340 = -750243.405316
  nChanged 12
		SP:Iteration 40F (176011.900000 sec): 3 clusters
  Score: Raw -754475.086687 + Penalty 4227.100340 = -750247.986347
  nChanged 9
		SP:Iteration 41Q (176012.100000 sec): 3 clusters
  Score: Raw -754478.232602 + Penalty 4227.100340 = -750251.132262
  nChanged 4
		SP:Iteration 42Q (176012.280000 sec): 3 clusters
  Score: Raw -754479.590364 + Penalty 4227.100340 = -750252.490024
  nChanged 3
		SP:Iteration 43Q (176012.500000 sec): 3 clusters
  Score: Raw -754480.347692 + Penalty 4227.100340 = -750253.247352
  nChanged 0
		SP:Iteration 44F (176012.640000 sec): 3 clusters
  Score: Raw -754480.347692 + Penalty 4227.100340 = -750253.247352
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 49 (7557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176012.780000 sec): 2 clusters
  Score: Raw -1243386.794933 + Penalty 2214.696932 = -1241172.098000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176012.980000 sec): 3 clusters
  Score: Raw -1239434.518805 + Penalty 4429.393864 = -1235005.124940
  nChanged 3047
		SP:Iteration 1F (176013.190000 sec): 3 clusters
  Score: Raw -1241079.947429 + Penalty 4429.393864 = -1236650.553564
  nChanged 487
		SP:Iteration 2F (176013.360000 sec): 3 clusters
  Score: Raw -1241307.567239 + Penalty 4429.393864 = -1236878.173375
  nChanged 346
		SP:Iteration 3Q (176013.580000 sec): 3 clusters
  Score: Raw -1241450.957076 + Penalty 4429.393864 = -1237021.563212
  nChanged 271
		SP:Iteration 4Q (176013.810000 sec): 3 clusters
  Score: Raw -1241563.854636 + Penalty 4429.393864 = -1237134.460772
  nChanged 233
		SP:Iteration 5Q (176013.980000 sec): 3 clusters
  Score: Raw -1241660.536961 + Penalty 4429.393864 = -1237231.143097
  nChanged 197
		SP:Iteration 6Q (176014.210000 sec): 3 clusters
  Score: Raw -1241740.268556 + Penalty 4429.393864 = -1237310.874692
  nChanged 167
		SP:Iteration 7Q (176014.420000 sec): 3 clusters
  Score: Raw -1241807.236325 + Penalty 4429.393864 = -1237377.842461
  nChanged 188
		SP:Iteration 8Q (176014.580000 sec): 3 clusters
  Score: Raw -1241881.619561 + Penalty 4429.393864 = -1237452.225697
  nChanged 172
		SP:Iteration 9Q (176014.800000 sec): 3 clusters
  Score: Raw -1241957.483332 + Penalty 4429.393864 = -1237528.089468
  nChanged 187
		SP:Iteration 10Q (176015.010000 sec): 3 clusters
  Score: Raw -1242040.284899 + Penalty 4429.393864 = -1237610.891035
  nChanged 169
		SP:Iteration 11Q (176015.160000 sec): 3 clusters
  Score: Raw -1242119.079765 + Penalty 4429.393864 = -1237689.685900
  nChanged 177
		SP:Iteration 12Q (176015.340000 sec): 3 clusters
  Score: Raw -1242197.229666 + Penalty 4429.393864 = -1237767.835801
  nChanged 156
		SP:Iteration 13Q (176015.510000 sec): 3 clusters
  Score: Raw -1242263.290453 + Penalty 4429.393864 = -1237833.896589
  nChanged 166
		SP:Iteration 14Q (176015.740000 sec): 3 clusters
  Score: Raw -1242347.390892 + Penalty 4429.393864 = -1237917.997028
  nChanged 190
		SP:Iteration 15Q (176015.900000 sec): 3 clusters
  Score: Raw -1242452.381788 + Penalty 4429.393864 = -1238022.987924
  nChanged 167
		SP:Iteration 16Q (176016.130000 sec): 3 clusters
  Score: Raw -1242545.376150 + Penalty 4429.393864 = -1238115.982286
  nChanged 169
		SP:Iteration 17Q (176016.290000 sec): 3 clusters
  Score: Raw -1242634.020423 + Penalty 4429.393864 = -1238204.626559
  nChanged 165
		SP:Iteration 18Q (176016.530000 sec): 3 clusters
  Score: Raw -1242742.055098 + Penalty 4429.393864 = -1238312.661234
  nChanged 155
		SP:Iteration 19Q (176016.680000 sec): 3 clusters
  Score: Raw -1242836.727485 + Penalty 4429.393864 = -1238407.333621
  nChanged 148
		SP:Iteration 20F (176016.880000 sec): 3 clusters
  Score: Raw -1242933.373595 + Penalty 4429.393864 = -1238503.979731
  nChanged 160
		SP:Iteration 21Q (176017.120000 sec): 3 clusters
  Score: Raw -1243041.633306 + Penalty 4429.393864 = -1238612.239441
  nChanged 148
		SP:Iteration 22Q (176017.390000 sec): 3 clusters
  Score: Raw -1243140.278440 + Penalty 4429.393864 = -1238710.884576
  nChanged 127
		SP:Iteration 23Q (176017.540000 sec): 3 clusters
  Score: Raw -1243213.825207 + Penalty 4429.393864 = -1238784.431343
  nChanged 99
		SP:Iteration 24Q (176017.730000 sec): 3 clusters
  Score: Raw -1243282.377163 + Penalty 4429.393864 = -1238852.983298
  nChanged 84
		SP:Iteration 25Q (176017.930000 sec): 3 clusters
  Score: Raw -1243346.399706 + Penalty 4429.393864 = -1238917.005842
  nChanged 81
		SP:Iteration 26Q (176018.150000 sec): 3 clusters
  Score: Raw -1243410.997559 + Penalty 4429.393864 = -1238981.603695
  nChanged 78
		SP:Iteration 27Q (176018.400000 sec): 3 clusters
  Score: Raw -1243468.626262 + Penalty 4429.393864 = -1239039.232398
  nChanged 61
		SP:Iteration 28Q (176018.580000 sec): 3 clusters
  Score: Raw -1243513.600731 + Penalty 4429.393864 = -1239084.206867
  nChanged 39
		SP:Iteration 29Q (176018.760000 sec): 3 clusters
  Score: Raw -1243541.158893 + Penalty 4429.393864 = -1239111.765029
  nChanged 32
		SP:Iteration 30Q (176018.940000 sec): 3 clusters
  Score: Raw -1243565.838753 + Penalty 4429.393864 = -1239136.444889
  nChanged 26
		SP:Iteration 31Q (176019.190000 sec): 3 clusters
  Score: Raw -1243582.676873 + Penalty 4429.393864 = -1239153.283009
  nChanged 27
		SP:Iteration 32Q (176019.400000 sec): 3 clusters
  Score: Raw -1243606.235197 + Penalty 4429.393864 = -1239176.841333
  nChanged 29
		SP:Iteration 33Q (176019.600000 sec): 3 clusters
  Score: Raw -1243632.915735 + Penalty 4429.393864 = -1239203.521871
  nChanged 29
		SP:Iteration 34Q (176019.810000 sec): 3 clusters
  Score: Raw -1243657.631878 + Penalty 4429.393864 = -1239228.238013
  nChanged 20
		SP:Iteration 35Q (176020.040000 sec): 3 clusters
  Score: Raw -1243677.553415 + Penalty 4429.393864 = -1239248.159551
  nChanged 27
		SP:Iteration 36Q (176020.200000 sec): 3 clusters
  Score: Raw -1243698.939577 + Penalty 4429.393864 = -1239269.545713
  nChanged 24
		SP:Iteration 37Q (176020.420000 sec): 3 clusters
  Score: Raw -1243724.852634 + Penalty 4429.393864 = -1239295.458769
  nChanged 25
		SP:Iteration 38Q (176020.550000 sec): 3 clusters
  Score: Raw -1243747.100150 + Penalty 4429.393864 = -1239317.706286
  nChanged 23
		SP:Iteration 39Q (176020.720000 sec): 3 clusters
  Score: Raw -1243767.749446 + Penalty 4429.393864 = -1239338.355582
  nChanged 14
		SP:Iteration 40F (176020.960000 sec): 3 clusters
  Score: Raw -1243781.164100 + Penalty 4429.393864 = -1239351.770236
  nChanged 12
		SP:Iteration 41Q (176021.180000 sec): 3 clusters
  Score: Raw -1243791.433669 + Penalty 4429.393864 = -1239362.039804
  nChanged 8
		SP:Iteration 42Q (176021.310000 sec): 3 clusters
  Score: Raw -1243798.044248 + Penalty 4429.393864 = -1239368.650384
  nChanged 7
		SP:Iteration 43Q (176021.540000 sec): 3 clusters
  Score: Raw -1243803.617880 + Penalty 4429.393864 = -1239374.224016
  nChanged 8
		SP:Iteration 44Q (176021.740000 sec): 3 clusters
  Score: Raw -1243808.898667 + Penalty 4429.393864 = -1239379.504803
  nChanged 9
		SP:Iteration 45Q (176021.940000 sec): 3 clusters
  Score: Raw -1243815.263060 + Penalty 4429.393864 = -1239385.869196
  nChanged 10
		SP:Iteration 46Q (176022.120000 sec): 3 clusters
  Score: Raw -1243820.644969 + Penalty 4429.393864 = -1239391.251104
  nChanged 4
		SP:Iteration 47Q (176022.360000 sec): 3 clusters
  Score: Raw -1243822.619032 + Penalty 4429.393864 = -1239393.225167
  nChanged 5
		SP:Iteration 48Q (176022.530000 sec): 3 clusters
  Score: Raw -1243826.395848 + Penalty 4429.393864 = -1239397.001983
  nChanged 3
		SP:Iteration 49Q (176022.710000 sec): 3 clusters
  Score: Raw -1243827.865564 + Penalty 4429.393864 = -1239398.471699
  nChanged 2
		SP:Iteration 50Q (176022.900000 sec): 3 clusters
  Score: Raw -1243828.901365 + Penalty 4429.393864 = -1239399.507501
  nChanged 0
		SP:Iteration 51F (176023.140000 sec): 3 clusters
  Score: Raw -1243828.901365 + Penalty 4429.393864 = -1239399.507501
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 50 (6644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176023.260000 sec): 2 clusters
  Score: Raw -1068927.090227 + Penalty 2182.764429 = -1066744.325798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176023.370000 sec): 3 clusters
  Score: Raw -1065537.986592 + Penalty 4365.528857 = -1061172.457735
  nChanged 2670
		SP:Iteration 1F (176023.490000 sec): 3 clusters
  Score: Raw -1066892.616850 + Penalty 4365.528857 = -1062527.087993
  nChanged 521
		SP:Iteration 2F (176023.740000 sec): 3 clusters
  Score: Raw -1067195.133404 + Penalty 4365.528857 = -1062829.604547
  nChanged 361
		SP:Iteration 3F (176023.940000 sec): 3 clusters
  Score: Raw -1067372.066233 + Penalty 4365.528857 = -1063006.537376
  nChanged 267
		SP:Iteration 4Q (176024.120000 sec): 3 clusters
  Score: Raw -1067501.086076 + Penalty 4365.528857 = -1063135.557219
  nChanged 211
		SP:Iteration 5Q (176024.290000 sec): 3 clusters
  Score: Raw -1067593.420878 + Penalty 4365.528857 = -1063227.892021
  nChanged 172
		SP:Iteration 6Q (176024.510000 sec): 3 clusters
  Score: Raw -1067672.923245 + Penalty 4365.528857 = -1063307.394388
  nChanged 164
		SP:Iteration 7Q (176024.740000 sec): 3 clusters
  Score: Raw -1067738.560546 + Penalty 4365.528857 = -1063373.031688
  nChanged 152
		SP:Iteration 8Q (176024.880000 sec): 3 clusters
  Score: Raw -1067799.398643 + Penalty 4365.528857 = -1063433.869786
  nChanged 141
		SP:Iteration 9Q (176025.110000 sec): 3 clusters
  Score: Raw -1067859.749289 + Penalty 4365.528857 = -1063494.220431
  nChanged 147
		SP:Iteration 10Q (176025.260000 sec): 3 clusters
  Score: Raw -1067922.246268 + Penalty 4365.528857 = -1063556.717410
  nChanged 157
		SP:Iteration 11Q (176025.480000 sec): 3 clusters
  Score: Raw -1067986.590046 + Penalty 4365.528857 = -1063621.061189
  nChanged 149
		SP:Iteration 12Q (176025.680000 sec): 3 clusters
  Score: Raw -1068052.348327 + Penalty 4365.528857 = -1063686.819470
  nChanged 143
		SP:Iteration 13Q (176025.870000 sec): 3 clusters
  Score: Raw -1068114.648106 + Penalty 4365.528857 = -1063749.119249
  nChanged 116
		SP:Iteration 14Q (176026.150000 sec): 3 clusters
  Score: Raw -1068161.883291 + Penalty 4365.528857 = -1063796.354434
  nChanged 127
		SP:Iteration 15Q (176026.340000 sec): 3 clusters
  Score: Raw -1068212.120201 + Penalty 4365.528857 = -1063846.591344
  nChanged 110
		SP:Iteration 16Q (176026.570000 sec): 3 clusters
  Score: Raw -1068254.719360 + Penalty 4365.528857 = -1063889.190502
  nChanged 107
		SP:Iteration 17Q (176026.820000 sec): 3 clusters
  Score: Raw -1068295.200112 + Penalty 4365.528857 = -1063929.671255
  nChanged 83
		SP:Iteration 18Q (176027.050000 sec): 3 clusters
  Score: Raw -1068328.805183 + Penalty 4365.528857 = -1063963.276325
  nChanged 79
		SP:Iteration 19Q (176027.260000 sec): 3 clusters
  Score: Raw -1068358.681606 + Penalty 4365.528857 = -1063993.152749
  nChanged 84
		SP:Iteration 20F (176027.480000 sec): 3 clusters
  Score: Raw -1068392.767866 + Penalty 4365.528857 = -1064027.239008
  nChanged 72
		SP:Iteration 21Q (176027.760000 sec): 3 clusters
  Score: Raw -1068415.302317 + Penalty 4365.528857 = -1064049.773460
  nChanged 55
		SP:Iteration 22Q (176028.010000 sec): 3 clusters
  Score: Raw -1068431.981011 + Penalty 4365.528857 = -1064066.452153
  nChanged 43
		SP:Iteration 23Q (176028.280000 sec): 3 clusters
  Score: Raw -1068446.402675 + Penalty 4365.528857 = -1064080.873818
  nChanged 45
		SP:Iteration 24Q (176028.520000 sec): 3 clusters
  Score: Raw -1068460.118331 + Penalty 4365.528857 = -1064094.589473
  nChanged 37
		SP:Iteration 25Q (176028.710000 sec): 3 clusters
  Score: Raw -1068469.425996 + Penalty 4365.528857 = -1064103.897139
  nChanged 28
		SP:Iteration 26Q (176028.940000 sec): 3 clusters
  Score: Raw -1068476.197347 + Penalty 4365.528857 = -1064110.668489
  nChanged 23
		SP:Iteration 27Q (176029.170000 sec): 3 clusters
  Score: Raw -1068482.827201 + Penalty 4365.528857 = -1064117.298344
  nChanged 30
		SP:Iteration 28Q (176029.370000 sec): 3 clusters
  Score: Raw -1068490.289550 + Penalty 4365.528857 = -1064124.760693
  nChanged 20
		SP:Iteration 29Q (176029.560000 sec): 3 clusters
  Score: Raw -1068494.943343 + Penalty 4365.528857 = -1064129.414485
  nChanged 20
		SP:Iteration 30Q (176029.780000 sec): 3 clusters
  Score: Raw -1068499.645584 + Penalty 4365.528857 = -1064134.116726
  nChanged 13
		SP:Iteration 31Q (176030.000000 sec): 3 clusters
  Score: Raw -1068503.249612 + Penalty 4365.528857 = -1064137.720755
  nChanged 18
		SP:Iteration 32Q (176030.210000 sec): 3 clusters
  Score: Raw -1068507.641237 + Penalty 4365.528857 = -1064142.112380
  nChanged 13
		SP:Iteration 33Q (176030.440000 sec): 3 clusters
  Score: Raw -1068510.665155 + Penalty 4365.528857 = -1064145.136297
  nChanged 14
		SP:Iteration 34Q (176030.660000 sec): 3 clusters
  Score: Raw -1068514.655503 + Penalty 4365.528857 = -1064149.126645
  nChanged 8
		SP:Iteration 35Q (176030.950000 sec): 3 clusters
  Score: Raw -1068516.342929 + Penalty 4365.528857 = -1064150.814072
  nChanged 3
		SP:Iteration 36Q (176031.170000 sec): 3 clusters
  Score: Raw -1068516.842873 + Penalty 4365.528857 = -1064151.314015
  nChanged 3
		SP:Iteration 37Q (176031.370000 sec): 3 clusters
  Score: Raw -1068517.644166 + Penalty 4365.528857 = -1064152.115308
  nChanged 3
		SP:Iteration 38Q (176031.590000 sec): 3 clusters
  Score: Raw -1068518.206226 + Penalty 4365.528857 = -1064152.677368
  nChanged 2
		SP:Iteration 39Q (176031.800000 sec): 3 clusters
  Score: Raw -1068518.483969 + Penalty 4365.528857 = -1064152.955111
  nChanged 1
		SP:Iteration 40F (176032.000000 sec): 3 clusters
  Score: Raw -1068518.580722 + Penalty 4365.528857 = -1064153.051865
  nChanged 1
		SP:Iteration 41Q (176032.210000 sec): 3 clusters
  Score: Raw -1068518.705556 + Penalty 4365.528857 = -1064153.176698
  nChanged 0
		SP:Iteration 42F (176032.410000 sec): 3 clusters
  Score: Raw -1068518.705556 + Penalty 4365.528857 = -1064153.176698
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 51 (9067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176032.570000 sec): 2 clusters
  Score: Raw -1381639.045173 + Penalty 2259.874388 = -1379379.170784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176032.820000 sec): 3 clusters
  Score: Raw -1376875.055200 + Penalty 4519.748777 = -1372355.306423
  nChanged 3711
		SP:Iteration 1F (176033.030000 sec): 3 clusters
  Score: Raw -1378867.554395 + Penalty 4519.748777 = -1374347.805618
  nChanged 599
		SP:Iteration 2F (176033.180000 sec): 3 clusters
  Score: Raw -1379212.103205 + Penalty 4519.748777 = -1374692.354429
  nChanged 508
		SP:Iteration 3F (176033.420000 sec): 3 clusters
  Score: Raw -1379493.909363 + Penalty 4519.748777 = -1374974.160586
  nChanged 471
		SP:Iteration 4F (176033.630000 sec): 3 clusters
  Score: Raw -1379748.702126 + Penalty 4519.748777 = -1375228.953349
  nChanged 398
		SP:Iteration 5Q (176033.760000 sec): 3 clusters
  Score: Raw -1379951.563461 + Penalty 4519.748777 = -1375431.814684
  nChanged 358
		SP:Iteration 6Q (176034.050000 sec): 3 clusters
  Score: Raw -1380149.856582 + Penalty 4519.748777 = -1375630.107806
  nChanged 335
		SP:Iteration 7Q (176034.200000 sec): 3 clusters
  Score: Raw -1380328.341130 + Penalty 4519.748777 = -1375808.592353
  nChanged 325
		SP:Iteration 8Q (176034.470000 sec): 3 clusters
  Score: Raw -1380528.641095 + Penalty 4519.748777 = -1376008.892318
  nChanged 368
		SP:Iteration 9Q (176034.710000 sec): 3 clusters
  Score: Raw -1380796.360638 + Penalty 4519.748777 = -1376276.611861
  nChanged 364
		SP:Iteration 10Q (176034.950000 sec): 3 clusters
  Score: Raw -1381048.776775 + Penalty 4519.748777 = -1376529.027998
  nChanged 344
		SP:Iteration 11Q (176035.200000 sec): 3 clusters
  Score: Raw -1381306.479170 + Penalty 4519.748777 = -1376786.730393
  nChanged 330
		SP:Iteration 12Q (176035.400000 sec): 3 clusters
  Score: Raw -1381514.047163 + Penalty 4519.748777 = -1376994.298386
  nChanged 273
		SP:Iteration 13Q (176035.630000 sec): 3 clusters
  Score: Raw -1381677.203197 + Penalty 4519.748777 = -1377157.454420
  nChanged 237
		SP:Iteration 14Q (176035.860000 sec): 3 clusters
  Score: Raw -1381805.196625 + Penalty 4519.748777 = -1377285.447848
  nChanged 186
		SP:Iteration 15Q (176036.060000 sec): 3 clusters
  Score: Raw -1381904.318256 + Penalty 4519.748777 = -1377384.569479
  nChanged 145
		SP:Iteration 16Q (176036.260000 sec): 3 clusters
  Score: Raw -1381971.511747 + Penalty 4519.748777 = -1377451.762970
  nChanged 119
		SP:Iteration 17Q (176036.510000 sec): 3 clusters
  Score: Raw -1382017.310673 + Penalty 4519.748777 = -1377497.561896
  nChanged 113
		SP:Iteration 18Q (176036.720000 sec): 3 clusters
  Score: Raw -1382067.616466 + Penalty 4519.748777 = -1377547.867689
  nChanged 97
		SP:Iteration 19Q (176036.920000 sec): 3 clusters
  Score: Raw -1382103.518079 + Penalty 4519.748777 = -1377583.769302
  nChanged 79
		SP:Iteration 20F (176037.100000 sec): 3 clusters
  Score: Raw -1382127.895719 + Penalty 4519.748777 = -1377608.146942
  nChanged 60
		SP:Iteration 21Q (176037.340000 sec): 3 clusters
  Score: Raw -1382146.060645 + Penalty 4519.748777 = -1377626.311869
  nChanged 56
		SP:Iteration 22Q (176037.530000 sec): 3 clusters
  Score: Raw -1382163.692510 + Penalty 4519.748777 = -1377643.943734
  nChanged 46
		SP:Iteration 23Q (176037.730000 sec): 3 clusters
  Score: Raw -1382177.500288 + Penalty 4519.748777 = -1377657.751512
  nChanged 36
		SP:Iteration 24Q (176037.940000 sec): 3 clusters
  Score: Raw -1382186.879383 + Penalty 4519.748777 = -1377667.130606
  nChanged 35
		SP:Iteration 25Q (176038.190000 sec): 3 clusters
  Score: Raw -1382193.675518 + Penalty 4519.748777 = -1377673.926741
  nChanged 21
		SP:Iteration 26Q (176038.380000 sec): 3 clusters
  Score: Raw -1382196.442558 + Penalty 4519.748777 = -1377676.693781
  nChanged 8
		SP:Iteration 27Q (176038.560000 sec): 3 clusters
  Score: Raw -1382197.939795 + Penalty 4519.748777 = -1377678.191018
  nChanged 9
		SP:Iteration 28Q (176038.810000 sec): 3 clusters
  Score: Raw -1382199.139312 + Penalty 4519.748777 = -1377679.390535
  nChanged 4
		SP:Iteration 29Q (176039.050000 sec): 3 clusters
  Score: Raw -1382199.713000 + Penalty 4519.748777 = -1377679.964223
  nChanged 7
		SP:Iteration 30Q (176039.250000 sec): 3 clusters
  Score: Raw -1382200.536045 + Penalty 4519.748777 = -1377680.787268
  nChanged 3
		SP:Iteration 31Q (176039.450000 sec): 3 clusters
  Score: Raw -1382200.878979 + Penalty 4519.748777 = -1377681.130202
  nChanged 4
		SP:Iteration 32Q (176039.650000 sec): 3 clusters
  Score: Raw -1382201.455955 + Penalty 4519.748777 = -1377681.707178
  nChanged 3
		SP:Iteration 33Q (176039.850000 sec): 3 clusters
  Score: Raw -1382201.903509 + Penalty 4519.748777 = -1377682.154732
  nChanged 3
		SP:Iteration 34Q (176040.050000 sec): 3 clusters
  Score: Raw -1382202.826659 + Penalty 4519.748777 = -1377683.077882
  nChanged 9
		SP:Iteration 35Q (176040.250000 sec): 3 clusters
  Score: Raw -1382205.228334 + Penalty 4519.748777 = -1377685.479557
  nChanged 9
		SP:Iteration 36Q (176040.450000 sec): 3 clusters
  Score: Raw -1382206.699122 + Penalty 4519.748777 = -1377686.950345
  nChanged 3
		SP:Iteration 37Q (176040.650000 sec): 3 clusters
  Score: Raw -1382207.164201 + Penalty 4519.748777 = -1377687.415424
  nChanged 4
		SP:Iteration 38Q (176040.850000 sec): 3 clusters
  Score: Raw -1382207.891564 + Penalty 4519.748777 = -1377688.142787
  nChanged 4
		SP:Iteration 39Q (176041.050000 sec): 3 clusters
  Score: Raw -1382208.191745 + Penalty 4519.748777 = -1377688.442968
  nChanged 3
		SP:Iteration 40F (176041.250000 sec): 3 clusters
  Score: Raw -1382208.454893 + Penalty 4519.748777 = -1377688.706116
  nChanged 3
		SP:Iteration 41Q (176041.450000 sec): 3 clusters
  Score: Raw -1382209.139994 + Penalty 4519.748777 = -1377689.391217
  nChanged 0
		SP:Iteration 42F (176041.640000 sec): 3 clusters
  Score: Raw -1382209.139994 + Penalty 4519.748777 = -1377689.391217
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 52 (12414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176041.800000 sec): 2 clusters
  Score: Raw -2000086.371053 + Penalty 2337.791876 = -1997748.579176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176042.080000 sec): 3 clusters
  Score: Raw -1993192.180341 + Penalty 4675.583753 = -1988516.596588
  nChanged 5254
		SP:Iteration 1F (176042.330000 sec): 3 clusters
  Score: Raw -1996027.195791 + Penalty 4675.583753 = -1991351.612038
  nChanged 726
		SP:Iteration 2F (176042.580000 sec): 3 clusters
  Score: Raw -1996319.732981 + Penalty 4675.583753 = -1991644.149228
  nChanged 558
		SP:Iteration 3Q (176042.870000 sec): 3 clusters
  Score: Raw -1996527.067441 + Penalty 4675.583753 = -1991851.483688
  nChanged 482
		SP:Iteration 4Q (176043.160000 sec): 3 clusters
  Score: Raw -1996734.701563 + Penalty 4675.583753 = -1992059.117810
  nChanged 470
		SP:Iteration 5Q (176043.420000 sec): 3 clusters
  Score: Raw -1996947.644691 + Penalty 4675.583753 = -1992272.060938
  nChanged 432
		SP:Iteration 6Q (176043.710000 sec): 3 clusters
  Score: Raw -1997134.605488 + Penalty 4675.583753 = -1992459.021735
  nChanged 405
		SP:Iteration 7Q (176044.010000 sec): 3 clusters
  Score: Raw -1997291.292482 + Penalty 4675.583753 = -1992615.708729
  nChanged 346
		SP:Iteration 8Q (176044.300000 sec): 3 clusters
  Score: Raw -1997419.395708 + Penalty 4675.583753 = -1992743.811956
  nChanged 322
		SP:Iteration 9Q (176044.600000 sec): 3 clusters
  Score: Raw -1997539.865742 + Penalty 4675.583753 = -1992864.281989
  nChanged 320
		SP:Iteration 10Q (176044.890000 sec): 3 clusters
  Score: Raw -1997645.376516 + Penalty 4675.583753 = -1992969.792763
  nChanged 291
		SP:Iteration 11Q (176045.180000 sec): 3 clusters
  Score: Raw -1997748.468754 + Penalty 4675.583753 = -1993072.885001
  nChanged 277
		SP:Iteration 12Q (176045.480000 sec): 3 clusters
  Score: Raw -1997848.722384 + Penalty 4675.583753 = -1993173.138632
  nChanged 270
		SP:Iteration 13Q (176045.780000 sec): 3 clusters
  Score: Raw -1997930.805175 + Penalty 4675.583753 = -1993255.221422
  nChanged 236
		SP:Iteration 14Q (176046.080000 sec): 3 clusters
  Score: Raw -1997999.444486 + Penalty 4675.583753 = -1993323.860733
  nChanged 210
		SP:Iteration 15Q (176046.380000 sec): 3 clusters
  Score: Raw -1998061.455473 + Penalty 4675.583753 = -1993385.871720
  nChanged 200
		SP:Iteration 16Q (176046.680000 sec): 3 clusters
  Score: Raw -1998125.202651 + Penalty 4675.583753 = -1993449.618899
  nChanged 203
		SP:Iteration 17Q (176046.970000 sec): 3 clusters
  Score: Raw -1998184.139670 + Penalty 4675.583753 = -1993508.555918
  nChanged 181
		SP:Iteration 18Q (176047.260000 sec): 3 clusters
  Score: Raw -1998238.193855 + Penalty 4675.583753 = -1993562.610102
  nChanged 175
		SP:Iteration 19Q (176047.560000 sec): 3 clusters
  Score: Raw -1998295.342727 + Penalty 4675.583753 = -1993619.758974
  nChanged 176
		SP:Iteration 20F (176047.820000 sec): 3 clusters
  Score: Raw -1998350.457344 + Penalty 4675.583753 = -1993674.873591
  nChanged 155
		SP:Iteration 21Q (176048.110000 sec): 3 clusters
  Score: Raw -1998405.320760 + Penalty 4675.583753 = -1993729.737007
  nChanged 176
		SP:Iteration 22Q (176048.410000 sec): 3 clusters
  Score: Raw -1998464.751465 + Penalty 4675.583753 = -1993789.167712
  nChanged 176
		SP:Iteration 23Q (176048.700000 sec): 3 clusters
  Score: Raw -1998523.995307 + Penalty 4675.583753 = -1993848.411554
  nChanged 178
		SP:Iteration 24Q (176048.980000 sec): 3 clusters
  Score: Raw -1998587.648562 + Penalty 4675.583753 = -1993912.064809
  nChanged 197
		SP:Iteration 25Q (176049.260000 sec): 3 clusters
  Score: Raw -1998662.719065 + Penalty 4675.583753 = -1993987.135312
  nChanged 198
		SP:Iteration 26Q (176049.590000 sec): 3 clusters
  Score: Raw -1998735.670765 + Penalty 4675.583753 = -1994060.087012
  nChanged 215
		SP:Iteration 27Q (176049.890000 sec): 3 clusters
  Score: Raw -1998829.266221 + Penalty 4675.583753 = -1994153.682468
  nChanged 234
		SP:Iteration 28Q (176050.190000 sec): 3 clusters
  Score: Raw -1998937.141811 + Penalty 4675.583753 = -1994261.558059
  nChanged 259
		SP:Iteration 29Q (176050.480000 sec): 3 clusters
  Score: Raw -1999060.247456 + Penalty 4675.583753 = -1994384.663703
  nChanged 263
		SP:Iteration 30Q (176050.780000 sec): 3 clusters
  Score: Raw -1999187.855924 + Penalty 4675.583753 = -1994512.272171
  nChanged 257
		SP:Iteration 31Q (176051.080000 sec): 3 clusters
  Score: Raw -1999323.399502 + Penalty 4675.583753 = -1994647.815749
  nChanged 293
		SP:Iteration 32Q (176051.380000 sec): 3 clusters
  Score: Raw -1999499.736098 + Penalty 4675.583753 = -1994824.152345
  nChanged 296
		SP:Iteration 33Q (176051.680000 sec): 3 clusters
  Score: Raw -1999701.854495 + Penalty 4675.583753 = -1995026.270742
  nChanged 282
		SP:Iteration 34Q (176051.980000 sec): 3 clusters
  Score: Raw -1999903.263654 + Penalty 4675.583753 = -1995227.679901
  nChanged 293
		SP:Iteration 35Q (176052.230000 sec): 3 clusters
  Score: Raw -2000100.653979 + Penalty 4675.583753 = -1995425.070226
  nChanged 236
		SP:Iteration 36Q (176052.490000 sec): 3 clusters
  Score: Raw -2000236.536243 + Penalty 4675.583753 = -1995560.952490
  nChanged 195
		SP:Iteration 37Q (176052.750000 sec): 3 clusters
  Score: Raw -2000339.165417 + Penalty 4675.583753 = -1995663.581664
  nChanged 169
		SP:Iteration 38Q (176053.040000 sec): 3 clusters
  Score: Raw -2000427.266656 + Penalty 4675.583753 = -1995751.682904
  nChanged 126
		SP:Iteration 39Q (176053.300000 sec): 3 clusters
  Score: Raw -2000486.328677 + Penalty 4675.583753 = -1995810.744924
  nChanged 112
		SP:Iteration 40F (176053.600000 sec): 3 clusters
  Score: Raw -2000543.595670 + Penalty 4675.583753 = -1995868.011917
  nChanged 104
		SP:Iteration 41Q (176053.860000 sec): 3 clusters
  Score: Raw -2000583.188567 + Penalty 4675.583753 = -1995907.604814
  nChanged 69
		SP:Iteration 42Q (176054.150000 sec): 3 clusters
  Score: Raw -2000608.744461 + Penalty 4675.583753 = -1995933.160708
  nChanged 58
		SP:Iteration 43Q (176054.370000 sec): 3 clusters
  Score: Raw -2000631.428520 + Penalty 4675.583753 = -1995955.844767
  nChanged 49
		SP:Iteration 44Q (176054.630000 sec): 3 clusters
  Score: Raw -2000651.784328 + Penalty 4675.583753 = -1995976.200575
  nChanged 38
		SP:Iteration 45Q (176054.890000 sec): 3 clusters
  Score: Raw -2000671.133284 + Penalty 4675.583753 = -1995995.549532
  nChanged 39
		SP:Iteration 46Q (176055.150000 sec): 3 clusters
  Score: Raw -2000689.202092 + Penalty 4675.583753 = -1996013.618339
  nChanged 34
		SP:Iteration 47Q (176055.410000 sec): 3 clusters
  Score: Raw -2000702.594511 + Penalty 4675.583753 = -1996027.010759
  nChanged 21
		SP:Iteration 48Q (176055.670000 sec): 3 clusters
  Score: Raw -2000710.180049 + Penalty 4675.583753 = -1996034.596296
  nChanged 18
		SP:Iteration 49Q (176055.940000 sec): 3 clusters
  Score: Raw -2000716.014017 + Penalty 4675.583753 = -1996040.430264
  nChanged 12
		SP:Iteration 50Q (176056.200000 sec): 3 clusters
  Score: Raw -2000719.906275 + Penalty 4675.583753 = -1996044.322522
  nChanged 12
		SP:Iteration 51Q (176056.460000 sec): 3 clusters
  Score: Raw -2000723.958362 + Penalty 4675.583753 = -1996048.374609
  nChanged 9
		SP:Iteration 52Q (176056.720000 sec): 3 clusters
  Score: Raw -2000726.449297 + Penalty 4675.583753 = -1996050.865544
  nChanged 10
		SP:Iteration 53Q (176056.980000 sec): 3 clusters
  Score: Raw -2000730.499337 + Penalty 4675.583753 = -1996054.915584
  nChanged 14
		SP:Iteration 54Q (176057.240000 sec): 3 clusters
  Score: Raw -2000734.170006 + Penalty 4675.583753 = -1996058.586253
  nChanged 7
		SP:Iteration 55Q (176057.500000 sec): 3 clusters
  Score: Raw -2000736.414408 + Penalty 4675.583753 = -1996060.830655
  nChanged 7
		SP:Iteration 56Q (176057.760000 sec): 3 clusters
  Score: Raw -2000738.403804 + Penalty 4675.583753 = -1996062.820051
  nChanged 3
		SP:Iteration 57Q (176058.020000 sec): 3 clusters
  Score: Raw -2000739.523305 + Penalty 4675.583753 = -1996063.939552
  nChanged 6
		SP:Iteration 58Q (176058.280000 sec): 3 clusters
  Score: Raw -2000741.149647 + Penalty 4675.583753 = -1996065.565894
  nChanged 2
		SP:Iteration 59Q (176058.570000 sec): 3 clusters
  Score: Raw -2000741.793011 + Penalty 4675.583753 = -1996066.209258
  nChanged 2
		SP:Iteration 60F (176058.800000 sec): 3 clusters
  Score: Raw -2000742.601185 + Penalty 4675.583753 = -1996067.017432
  nChanged 3
		SP:Iteration 61Q (176059.140000 sec): 3 clusters
  Score: Raw -2000743.366858 + Penalty 4675.583753 = -1996067.783105
  nChanged 2
		SP:Iteration 62Q (176059.460000 sec): 3 clusters
  Score: Raw -2000744.017885 + Penalty 4675.583753 = -1996068.434132
  nChanged 4
		SP:Iteration 63Q (176059.720000 sec): 3 clusters
  Score: Raw -2000745.048423 + Penalty 4675.583753 = -1996069.464670
  nChanged 3
		SP:Iteration 64Q (176059.930000 sec): 3 clusters
  Score: Raw -2000745.844672 + Penalty 4675.583753 = -1996070.260919
  nChanged 2
		SP:Iteration 65Q (176060.150000 sec): 3 clusters
  Score: Raw -2000746.261764 + Penalty 4675.583753 = -1996070.678011
  nChanged 0
		SP:Iteration 66F (176060.380000 sec): 3 clusters
  Score: Raw -2000746.261764 + Penalty 4675.583753 = -1996070.678011
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 53 (3529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176060.520000 sec): 2 clusters
  Score: Raw -478941.794623 + Penalty 2025.854916 = -476915.939707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176060.700000 sec): 3 clusters
  Score: Raw -477429.534365 + Penalty 4051.709833 = -473377.824532
  nChanged 1277
		SP:Iteration 1F (176060.870000 sec): 3 clusters
  Score: Raw -478462.169285 + Penalty 4051.709833 = -474410.459452
  nChanged 383
		SP:Iteration 2F (176061.060000 sec): 3 clusters
  Score: Raw -479002.774717 + Penalty 4051.709833 = -474951.064884
  nChanged 308
		SP:Iteration 3F (176061.240000 sec): 3 clusters
  Score: Raw -479394.520033 + Penalty 4051.709833 = -475342.810201
  nChanged 231
		SP:Iteration 4F (176061.370000 sec): 3 clusters
  Score: Raw -479666.123613 + Penalty 4051.709833 = -475614.413780
  nChanged 173
		SP:Iteration 5Q (176061.580000 sec): 3 clusters
  Score: Raw -479833.808819 + Penalty 4051.709833 = -475782.098987
  nChanged 116
		SP:Iteration 6Q (176061.840000 sec): 3 clusters
  Score: Raw -479914.456001 + Penalty 4051.709833 = -475862.746168
  nChanged 64
		SP:Iteration 7Q (176062.060000 sec): 3 clusters
  Score: Raw -479959.107522 + Penalty 4051.709833 = -475907.397689
  nChanged 62
		SP:Iteration 8Q (176062.250000 sec): 3 clusters
  Score: Raw -480006.040504 + Penalty 4051.709833 = -475954.330671
  nChanged 42
		SP:Iteration 9Q (176062.480000 sec): 3 clusters
  Score: Raw -480026.384873 + Penalty 4051.709833 = -475974.675040
  nChanged 32
		SP:Iteration 10Q (176062.680000 sec): 3 clusters
  Score: Raw -480041.630217 + Penalty 4051.709833 = -475989.920385
  nChanged 31
		SP:Iteration 11Q (176062.890000 sec): 3 clusters
  Score: Raw -480053.748688 + Penalty 4051.709833 = -476002.038856
  nChanged 21
		SP:Iteration 12Q (176063.140000 sec): 3 clusters
  Score: Raw -480062.812159 + Penalty 4051.709833 = -476011.102327
  nChanged 25
		SP:Iteration 13Q (176063.290000 sec): 3 clusters
  Score: Raw -480073.146904 + Penalty 4051.709833 = -476021.437072
  nChanged 24
		SP:Iteration 14Q (176063.480000 sec): 3 clusters
  Score: Raw -480083.582960 + Penalty 4051.709833 = -476031.873127
  nChanged 31
		SP:Iteration 15Q (176063.700000 sec): 3 clusters
  Score: Raw -480102.100108 + Penalty 4051.709833 = -476050.390276
  nChanged 29
		SP:Iteration 16Q (176063.850000 sec): 3 clusters
  Score: Raw -480122.998129 + Penalty 4051.709833 = -476071.288296
  nChanged 41
		SP:Iteration 17Q (176063.990000 sec): 3 clusters
  Score: Raw -480147.869618 + Penalty 4051.709833 = -476096.159785
  nChanged 46
		SP:Iteration 18Q (176064.130000 sec): 3 clusters
  Score: Raw -480182.950030 + Penalty 4051.709833 = -476131.240197
  nChanged 38
		SP:Iteration 19Q (176064.320000 sec): 3 clusters
  Score: Raw -480207.614442 + Penalty 4051.709833 = -476155.904610
  nChanged 33
		SP:Iteration 20F (176064.530000 sec): 3 clusters
  Score: Raw -480228.700368 + Penalty 4051.709833 = -476176.990535
  nChanged 25
		SP:Iteration 21Q (176064.710000 sec): 3 clusters
  Score: Raw -480236.550519 + Penalty 4051.709833 = -476184.840687
  nChanged 14
		SP:Iteration 22Q (176064.850000 sec): 3 clusters
  Score: Raw -480241.659833 + Penalty 4051.709833 = -476189.950000
  nChanged 8
		SP:Iteration 23Q (176065.040000 sec): 3 clusters
  Score: Raw -480245.638036 + Penalty 4051.709833 = -476193.928204
  nChanged 10
		SP:Iteration 24Q (176065.230000 sec): 3 clusters
  Score: Raw -480253.895285 + Penalty 4051.709833 = -476202.185453
  nChanged 9
		SP:Iteration 25Q (176065.380000 sec): 3 clusters
  Score: Raw -480258.143972 + Penalty 4051.709833 = -476206.434140
  nChanged 6
		SP:Iteration 26Q (176065.530000 sec): 3 clusters
  Score: Raw -480259.537150 + Penalty 4051.709833 = -476207.827317
  nChanged 6
		SP:Iteration 27Q (176065.680000 sec): 3 clusters
  Score: Raw -480261.903447 + Penalty 4051.709833 = -476210.193614
  nChanged 6
		SP:Iteration 28Q (176065.820000 sec): 3 clusters
  Score: Raw -480264.543941 + Penalty 4051.709833 = -476212.834108
  nChanged 7
		SP:Iteration 29Q (176066.100000 sec): 3 clusters
  Score: Raw -480268.269906 + Penalty 4051.709833 = -476216.560074
  nChanged 8
		SP:Iteration 30Q (176066.320000 sec): 3 clusters
  Score: Raw -480273.812721 + Penalty 4051.709833 = -476222.102888
  nChanged 7
		SP:Iteration 31Q (176066.510000 sec): 3 clusters
  Score: Raw -480278.481600 + Penalty 4051.709833 = -476226.771768
  nChanged 8
		SP:Iteration 32Q (176066.630000 sec): 3 clusters
  Score: Raw -480283.230971 + Penalty 4051.709833 = -476231.521138
  nChanged 8
		SP:Iteration 33Q (176066.780000 sec): 3 clusters
  Score: Raw -480286.767535 + Penalty 4051.709833 = -476235.057702
  nChanged 4
		SP:Iteration 34Q (176066.980000 sec): 3 clusters
  Score: Raw -480289.170016 + Penalty 4051.709833 = -476237.460184
  nChanged 3
		SP:Iteration 35Q (176067.120000 sec): 3 clusters
  Score: Raw -480291.170679 + Penalty 4051.709833 = -476239.460846
  nChanged 4
		SP:Iteration 36Q (176067.260000 sec): 3 clusters
  Score: Raw -480293.602797 + Penalty 4051.709833 = -476241.892965
  nChanged 3
		SP:Iteration 37Q (176067.410000 sec): 3 clusters
  Score: Raw -480294.719871 + Penalty 4051.709833 = -476243.010039
  nChanged 1
		SP:Iteration 38Q (176067.600000 sec): 3 clusters
  Score: Raw -480294.790591 + Penalty 4051.709833 = -476243.080758
  nChanged 0
		SP:Iteration 39F (176067.740000 sec): 3 clusters
  Score: Raw -480294.790591 + Penalty 4051.709833 = -476243.080758
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 54 (3349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176067.890000 sec): 2 clusters
  Score: Raw -492254.922814 + Penalty 2012.871434 = -490242.051380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176068.060000 sec): 3 clusters
  Score: Raw -490802.091542 + Penalty 4025.742868 = -486776.348674
  nChanged 1165
		SP:Iteration 1F (176068.250000 sec): 3 clusters
  Score: Raw -491695.119630 + Penalty 4025.742868 = -487669.376762
  nChanged 355
		SP:Iteration 2F (176068.430000 sec): 3 clusters
  Score: Raw -492161.186939 + Penalty 4025.742868 = -488135.444071
  nChanged 300
		SP:Iteration 3F (176068.610000 sec): 3 clusters
  Score: Raw -492587.741243 + Penalty 4025.742868 = -488561.998375
  nChanged 241
		SP:Iteration 4F (176068.740000 sec): 3 clusters
  Score: Raw -492871.480851 + Penalty 4025.742868 = -488845.737983
  nChanged 143
		SP:Iteration 5Q (176068.930000 sec): 3 clusters
  Score: Raw -493010.577077 + Penalty 4025.742868 = -488984.834209
  nChanged 91
		SP:Iteration 6Q (176069.100000 sec): 3 clusters
  Score: Raw -493083.491746 + Penalty 4025.742868 = -489057.748877
  nChanged 58
		SP:Iteration 7Q (176069.280000 sec): 3 clusters
  Score: Raw -493124.420184 + Penalty 4025.742868 = -489098.677316
  nChanged 49
		SP:Iteration 8Q (176069.470000 sec): 3 clusters
  Score: Raw -493163.117291 + Penalty 4025.742868 = -489137.374423
  nChanged 43
		SP:Iteration 9Q (176069.640000 sec): 3 clusters
  Score: Raw -493190.120886 + Penalty 4025.742868 = -489164.378018
  nChanged 31
		SP:Iteration 10Q (176069.840000 sec): 3 clusters
  Score: Raw -493210.146965 + Penalty 4025.742868 = -489184.404097
  nChanged 27
		SP:Iteration 11Q (176070.020000 sec): 3 clusters
  Score: Raw -493226.195984 + Penalty 4025.742868 = -489200.453116
  nChanged 15
		SP:Iteration 12Q (176070.160000 sec): 3 clusters
  Score: Raw -493235.020018 + Penalty 4025.742868 = -489209.277150
  nChanged 20
		SP:Iteration 13Q (176070.330000 sec): 3 clusters
  Score: Raw -493246.613403 + Penalty 4025.742868 = -489220.870535
  nChanged 15
		SP:Iteration 14Q (176070.610000 sec): 3 clusters
  Score: Raw -493257.367010 + Penalty 4025.742868 = -489231.624142
  nChanged 14
		SP:Iteration 15Q (176070.820000 sec): 3 clusters
  Score: Raw -493264.124430 + Penalty 4025.742868 = -489238.381561
  nChanged 10
		SP:Iteration 16Q (176070.990000 sec): 3 clusters
  Score: Raw -493269.133801 + Penalty 4025.742868 = -489243.390932
  nChanged 6
		SP:Iteration 17Q (176071.170000 sec): 3 clusters
  Score: Raw -493272.817451 + Penalty 4025.742868 = -489247.074583
  nChanged 5
		SP:Iteration 18Q (176071.360000 sec): 3 clusters
  Score: Raw -493275.482638 + Penalty 4025.742868 = -489249.739769
  nChanged 2
		SP:Iteration 19Q (176071.540000 sec): 3 clusters
  Score: Raw -493277.764174 + Penalty 4025.742868 = -489252.021306
  nChanged 3
		SP:Iteration 20F (176071.720000 sec): 3 clusters
  Score: Raw -493279.623497 + Penalty 4025.742868 = -489253.880629
  nChanged 1
		SP:Iteration 21Q (176071.890000 sec): 3 clusters
  Score: Raw -493280.041331 + Penalty 4025.742868 = -489254.298463
  nChanged 1
		SP:Iteration 22Q (176072.130000 sec): 3 clusters
  Score: Raw -493280.732032 + Penalty 4025.742868 = -489254.989164
  nChanged 2
		SP:Iteration 23Q (176072.350000 sec): 3 clusters
  Score: Raw -493281.407292 + Penalty 4025.742868 = -489255.664424
  nChanged 1
		SP:Iteration 24Q (176072.530000 sec): 3 clusters
  Score: Raw -493281.529334 + Penalty 4025.742868 = -489255.786466
  nChanged 0
		SP:Iteration 25F (176072.700000 sec): 3 clusters
  Score: Raw -493281.529334 + Penalty 4025.742868 = -489255.786466
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 55 (5673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176072.780000 sec): 2 clusters
  Score: Raw -913822.681030 + Penalty 2143.581393 = -911679.099637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176072.950000 sec): 3 clusters
  Score: Raw -911004.207568 + Penalty 4287.162785 = -906717.044783
  nChanged 2257
		SP:Iteration 1F (176073.140000 sec): 3 clusters
  Score: Raw -912349.186785 + Penalty 4287.162785 = -908062.024000
  nChanged 420
		SP:Iteration 2F (176073.410000 sec): 3 clusters
  Score: Raw -912607.353028 + Penalty 4287.162785 = -908320.190243
  nChanged 284
		SP:Iteration 3F (176073.530000 sec): 3 clusters
  Score: Raw -912772.615842 + Penalty 4287.162785 = -908485.453057
  nChanged 244
		SP:Iteration 4Q (176073.720000 sec): 3 clusters
  Score: Raw -912940.514159 + Penalty 4287.162785 = -908653.351374
  nChanged 217
		SP:Iteration 5Q (176073.900000 sec): 3 clusters
  Score: Raw -913094.763974 + Penalty 4287.162785 = -908807.601188
  nChanged 212
		SP:Iteration 6Q (176074.140000 sec): 3 clusters
  Score: Raw -913262.636119 + Penalty 4287.162785 = -908975.473334
  nChanged 242
		SP:Iteration 7Q (176074.370000 sec): 3 clusters
  Score: Raw -913468.146146 + Penalty 4287.162785 = -909180.983360
  nChanged 240
		SP:Iteration 8Q (176074.530000 sec): 3 clusters
  Score: Raw -913712.288991 + Penalty 4287.162785 = -909425.126205
  nChanged 194
		SP:Iteration 9Q (176074.710000 sec): 3 clusters
  Score: Raw -913976.684730 + Penalty 4287.162785 = -909689.521945
  nChanged 189
		SP:Iteration 10Q (176074.870000 sec): 3 clusters
  Score: Raw -914187.578498 + Penalty 4287.162785 = -909900.415713
  nChanged 175
		SP:Iteration 11Q (176075.050000 sec): 3 clusters
  Score: Raw -914319.459937 + Penalty 4287.162785 = -910032.297152
  nChanged 150
		SP:Iteration 12Q (176075.250000 sec): 3 clusters
  Score: Raw -914395.324244 + Penalty 4287.162785 = -910108.161459
  nChanged 103
		SP:Iteration 13Q (176075.440000 sec): 3 clusters
  Score: Raw -914441.038098 + Penalty 4287.162785 = -910153.875313
  nChanged 91
		SP:Iteration 14Q (176075.690000 sec): 3 clusters
  Score: Raw -914484.329950 + Penalty 4287.162785 = -910197.167165
  nChanged 83
		SP:Iteration 15Q (176075.910000 sec): 3 clusters
  Score: Raw -914528.230644 + Penalty 4287.162785 = -910241.067858
  nChanged 75
		SP:Iteration 16Q (176076.070000 sec): 3 clusters
  Score: Raw -914573.689733 + Penalty 4287.162785 = -910286.526948
  nChanged 84
		SP:Iteration 17Q (176076.240000 sec): 3 clusters
  Score: Raw -914627.164798 + Penalty 4287.162785 = -910340.002013
  nChanged 81
		SP:Iteration 18Q (176076.460000 sec): 3 clusters
  Score: Raw -914677.143638 + Penalty 4287.162785 = -910389.980853
  nChanged 88
		SP:Iteration 19Q (176076.640000 sec): 3 clusters
  Score: Raw -914730.927171 + Penalty 4287.162785 = -910443.764386
  nChanged 83
		SP:Iteration 20F (176076.840000 sec): 3 clusters
  Score: Raw -914797.091116 + Penalty 4287.162785 = -910509.928331
  nChanged 80
		SP:Iteration 21Q (176077.030000 sec): 3 clusters
  Score: Raw -914860.430262 + Penalty 4287.162785 = -910573.267476
  nChanged 98
		SP:Iteration 22Q (176077.170000 sec): 3 clusters
  Score: Raw -914931.892035 + Penalty 4287.162785 = -910644.729250
  nChanged 109
		SP:Iteration 23Q (176077.330000 sec): 3 clusters
  Score: Raw -915024.693391 + Penalty 4287.162785 = -910737.530606
  nChanged 106
		SP:Iteration 24Q (176077.560000 sec): 3 clusters
  Score: Raw -915118.669954 + Penalty 4287.162785 = -910831.507169
  nChanged 100
		SP:Iteration 25Q (176077.740000 sec): 3 clusters
  Score: Raw -915211.685589 + Penalty 4287.162785 = -910924.522804
  nChanged 90
		SP:Iteration 26Q (176077.870000 sec): 3 clusters
  Score: Raw -915290.036473 + Penalty 4287.162785 = -911002.873688
  nChanged 64
		SP:Iteration 27Q (176078.040000 sec): 3 clusters
  Score: Raw -915334.869590 + Penalty 4287.162785 = -911047.706804
  nChanged 43
		SP:Iteration 28Q (176078.260000 sec): 3 clusters
  Score: Raw -915357.464597 + Penalty 4287.162785 = -911070.301812
  nChanged 25
		SP:Iteration 29Q (176078.390000 sec): 3 clusters
  Score: Raw -915367.851207 + Penalty 4287.162785 = -911080.688422
  nChanged 18
		SP:Iteration 30Q (176078.610000 sec): 3 clusters
  Score: Raw -915376.224169 + Penalty 4287.162785 = -911089.061384
  nChanged 25
		SP:Iteration 31Q (176078.740000 sec): 3 clusters
  Score: Raw -915386.060259 + Penalty 4287.162785 = -911098.897474
  nChanged 12
		SP:Iteration 32Q (176078.940000 sec): 3 clusters
  Score: Raw -915390.503745 + Penalty 4287.162785 = -911103.340959
  nChanged 13
		SP:Iteration 33Q (176079.120000 sec): 3 clusters
  Score: Raw -915395.103457 + Penalty 4287.162785 = -911107.940672
  nChanged 9
		SP:Iteration 34Q (176079.360000 sec): 3 clusters
  Score: Raw -915398.967685 + Penalty 4287.162785 = -911111.804900
  nChanged 5
		SP:Iteration 35Q (176079.570000 sec): 3 clusters
  Score: Raw -915400.508222 + Penalty 4287.162785 = -911113.345437
  nChanged 2
		SP:Iteration 36Q (176079.770000 sec): 3 clusters
  Score: Raw -915401.002828 + Penalty 4287.162785 = -911113.840042
  nChanged 3
		SP:Iteration 37Q (176079.910000 sec): 3 clusters
  Score: Raw -915402.070992 + Penalty 4287.162785 = -911114.908207
  nChanged 3
		SP:Iteration 38Q (176080.140000 sec): 3 clusters
  Score: Raw -915402.832084 + Penalty 4287.162785 = -911115.669299
  nChanged 2
		SP:Iteration 39Q (176080.360000 sec): 3 clusters
  Score: Raw -915403.381488 + Penalty 4287.162785 = -911116.218703
  nChanged 0
		SP:Iteration 40F (176080.580000 sec): 3 clusters
  Score: Raw -915403.381488 + Penalty 4287.162785 = -911116.218703
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 56 (51701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176081.020000 sec): 2 clusters
  Score: Raw -7791180.878081 + Penalty 2691.601636 = -7788489.276445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176081.590000 sec): 3 clusters
  Score: Raw -7759127.351967 + Penalty 5383.203272 = -7753744.148696
  nChanged 23866
		SP:Iteration 1F (176082.160000 sec): 3 clusters
  Score: Raw -7772702.638089 + Penalty 5383.203272 = -7767319.434817
  nChanged 2356
		SP:Iteration 2Q (176082.810000 sec): 3 clusters
  Score: Raw -7773530.738732 + Penalty 5383.203272 = -7768147.535460
  nChanged 2393
		SP:Iteration 3Q (176083.460000 sec): 3 clusters
  Score: Raw -7774495.949153 + Penalty 5383.203272 = -7769112.745882
  nChanged 2556
		SP:Iteration 4Q (176084.060000 sec): 3 clusters
  Score: Raw -7775748.303278 + Penalty 5383.203272 = -7770365.100007
  nChanged 2930
		SP:Iteration 5F (176084.600000 sec): 3 clusters
  Score: Raw -7777474.132486 + Penalty 5383.203272 = -7772090.929214
  nChanged 3234
		SP:Iteration 6F (176085.120000 sec): 3 clusters
  Score: Raw -7779714.574882 + Penalty 5383.203272 = -7774331.371610
  nChanged 3317
		SP:Iteration 7F (176085.720000 sec): 3 clusters
  Score: Raw -7782341.852179 + Penalty 5383.203272 = -7776958.648908
  nChanged 3067
		SP:Iteration 8F (176086.270000 sec): 3 clusters
  Score: Raw -7784962.872677 + Penalty 5383.203272 = -7779579.669405
  nChanged 2567
		SP:Iteration 9Q (176086.870000 sec): 3 clusters
  Score: Raw -7787206.864099 + Penalty 5383.203272 = -7781823.660828
  nChanged 1833
		SP:Iteration 10Q (176087.440000 sec): 3 clusters
  Score: Raw -7788710.142641 + Penalty 5383.203272 = -7783326.939370
  nChanged 1296
		SP:Iteration 11Q (176088.010000 sec): 3 clusters
  Score: Raw -7789739.517235 + Penalty 5383.203272 = -7784356.313964
  nChanged 914
		SP:Iteration 12Q (176088.570000 sec): 3 clusters
  Score: Raw -7790468.021178 + Penalty 5383.203272 = -7785084.817906
  nChanged 651
		SP:Iteration 13Q (176089.090000 sec): 3 clusters
  Score: Raw -7790996.002109 + Penalty 5383.203272 = -7785612.798837
  nChanged 479
		SP:Iteration 14Q (176089.650000 sec): 3 clusters
  Score: Raw -7791396.617499 + Penalty 5383.203272 = -7786013.414227
  nChanged 338
		SP:Iteration 15Q (176090.230000 sec): 3 clusters
  Score: Raw -7791648.047426 + Penalty 5383.203272 = -7786264.844154
  nChanged 238
		SP:Iteration 16Q (176090.840000 sec): 3 clusters
  Score: Raw -7791825.017430 + Penalty 5383.203272 = -7786441.814158
  nChanged 164
		SP:Iteration 17Q (176091.380000 sec): 3 clusters
  Score: Raw -7791945.147085 + Penalty 5383.203272 = -7786561.943813
  nChanged 117
		SP:Iteration 18Q (176091.900000 sec): 3 clusters
  Score: Raw -7792008.258036 + Penalty 5383.203272 = -7786625.054764
  nChanged 101
		SP:Iteration 19Q (176092.520000 sec): 3 clusters
  Score: Raw -7792054.126477 + Penalty 5383.203272 = -7786670.923205
  nChanged 69
		SP:Iteration 20F (176093.070000 sec): 3 clusters
  Score: Raw -7792086.270666 + Penalty 5383.203272 = -7786703.067395
  nChanged 61
		SP:Iteration 21Q (176093.590000 sec): 3 clusters
  Score: Raw -7792113.326242 + Penalty 5383.203272 = -7786730.122971
  nChanged 48
		SP:Iteration 22Q (176094.090000 sec): 3 clusters
  Score: Raw -7792131.010727 + Penalty 5383.203272 = -7786747.807455
  nChanged 32
		SP:Iteration 23Q (176094.640000 sec): 3 clusters
  Score: Raw -7792142.216537 + Penalty 5383.203272 = -7786759.013265
  nChanged 25
		SP:Iteration 24Q (176095.170000 sec): 3 clusters
  Score: Raw -7792153.048367 + Penalty 5383.203272 = -7786769.845095
  nChanged 26
		SP:Iteration 25Q (176095.630000 sec): 3 clusters
  Score: Raw -7792163.076504 + Penalty 5383.203272 = -7786779.873233
  nChanged 20
		SP:Iteration 26Q (176096.230000 sec): 3 clusters
  Score: Raw -7792168.212688 + Penalty 5383.203272 = -7786785.009417
  nChanged 8
		SP:Iteration 27Q (176096.780000 sec): 3 clusters
  Score: Raw -7792171.951741 + Penalty 5383.203272 = -7786788.748469
  nChanged 17
		SP:Iteration 28Q (176097.320000 sec): 3 clusters
  Score: Raw -7792179.374871 + Penalty 5383.203272 = -7786796.171599
  nChanged 15
		SP:Iteration 29Q (176097.830000 sec): 3 clusters
  Score: Raw -7792185.242597 + Penalty 5383.203272 = -7786802.039325
  nChanged 15
		SP:Iteration 30Q (176098.360000 sec): 3 clusters
  Score: Raw -7792190.733817 + Penalty 5383.203272 = -7786807.530545
  nChanged 10
		SP:Iteration 31Q (176098.960000 sec): 3 clusters
  Score: Raw -7792193.904558 + Penalty 5383.203272 = -7786810.701286
  nChanged 8
		SP:Iteration 32Q (176099.460000 sec): 3 clusters
  Score: Raw -7792196.472105 + Penalty 5383.203272 = -7786813.268833
  nChanged 2
		SP:Iteration 33Q (176099.940000 sec): 3 clusters
  Score: Raw -7792196.744306 + Penalty 5383.203272 = -7786813.541034
  nChanged 0
		SP:Iteration 34F (176100.430000 sec): 3 clusters
  Score: Raw -7792196.744306 + Penalty 5383.203272 = -7786813.541034
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 57 (12345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176100.690000 sec): 2 clusters
  Score: Raw -1951666.946730 + Penalty 2336.409588 = -1949330.537142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176101.000000 sec): 3 clusters
  Score: Raw -1944850.213774 + Penalty 4672.819175 = -1940177.394599
  nChanged 5213
		SP:Iteration 1F (176101.270000 sec): 3 clusters
  Score: Raw -1947671.765517 + Penalty 4672.819175 = -1942998.946342
  nChanged 838
		SP:Iteration 2F (176101.510000 sec): 3 clusters
  Score: Raw -1948153.965026 + Penalty 4672.819175 = -1943481.145851
  nChanged 855
		SP:Iteration 3F (176101.810000 sec): 3 clusters
  Score: Raw -1948824.729121 + Penalty 4672.819175 = -1944151.909946
  nChanged 941
		SP:Iteration 4F (176102.120000 sec): 3 clusters
  Score: Raw -1949646.457944 + Penalty 4672.819175 = -1944973.638768
  nChanged 948
		SP:Iteration 5F (176102.390000 sec): 3 clusters
  Score: Raw -1950505.890950 + Penalty 4672.819175 = -1945833.071775
  nChanged 821
		SP:Iteration 6F (176102.670000 sec): 3 clusters
  Score: Raw -1951270.871426 + Penalty 4672.819175 = -1946598.052250
  nChanged 673
		SP:Iteration 7F (176103.000000 sec): 3 clusters
  Score: Raw -1951851.268114 + Penalty 4672.819175 = -1947178.448939
  nChanged 500
		SP:Iteration 8Q (176103.240000 sec): 3 clusters
  Score: Raw -1952237.462729 + Penalty 4672.819175 = -1947564.643553
  nChanged 348
		SP:Iteration 9Q (176103.490000 sec): 3 clusters
  Score: Raw -1952460.321829 + Penalty 4672.819175 = -1947787.502654
  nChanged 277
		SP:Iteration 10Q (176103.720000 sec): 3 clusters
  Score: Raw -1952618.643491 + Penalty 4672.819175 = -1947945.824316
  nChanged 211
		SP:Iteration 11Q (176103.970000 sec): 3 clusters
  Score: Raw -1952726.140361 + Penalty 4672.819175 = -1948053.321185
  nChanged 186
		SP:Iteration 12Q (176104.290000 sec): 3 clusters
  Score: Raw -1952834.523317 + Penalty 4672.819175 = -1948161.704142
  nChanged 157
		SP:Iteration 13Q (176104.590000 sec): 3 clusters
  Score: Raw -1952922.204135 + Penalty 4672.819175 = -1948249.384960
  nChanged 148
		SP:Iteration 14Q (176104.890000 sec): 3 clusters
  Score: Raw -1953007.375598 + Penalty 4672.819175 = -1948334.556423
  nChanged 150
		SP:Iteration 15Q (176105.150000 sec): 3 clusters
  Score: Raw -1953082.859465 + Penalty 4672.819175 = -1948410.040290
  nChanged 109
		SP:Iteration 16Q (176105.400000 sec): 3 clusters
  Score: Raw -1953136.244660 + Penalty 4672.819175 = -1948463.425485
  nChanged 116
		SP:Iteration 17Q (176105.670000 sec): 3 clusters
  Score: Raw -1953197.065064 + Penalty 4672.819175 = -1948524.245889
  nChanged 121
		SP:Iteration 18Q (176105.970000 sec): 3 clusters
  Score: Raw -1953270.713506 + Penalty 4672.819175 = -1948597.894330
  nChanged 103
		SP:Iteration 19Q (176106.190000 sec): 3 clusters
  Score: Raw -1953345.294738 + Penalty 4672.819175 = -1948672.475563
  nChanged 92
		SP:Iteration 20F (176106.440000 sec): 3 clusters
  Score: Raw -1953415.330260 + Penalty 4672.819175 = -1948742.511085
  nChanged 120
		SP:Iteration 21Q (176106.680000 sec): 3 clusters
  Score: Raw -1953501.133397 + Penalty 4672.819175 = -1948828.314222
  nChanged 100
		SP:Iteration 22Q (176106.880000 sec): 3 clusters
  Score: Raw -1953566.873434 + Penalty 4672.819175 = -1948894.054258
  nChanged 101
		SP:Iteration 23Q (176107.170000 sec): 3 clusters
  Score: Raw -1953607.613926 + Penalty 4672.819175 = -1948934.794750
  nChanged 58
		SP:Iteration 24Q (176107.400000 sec): 3 clusters
  Score: Raw -1953622.337032 + Penalty 4672.819175 = -1948949.517857
  nChanged 34
		SP:Iteration 25Q (176107.650000 sec): 3 clusters
  Score: Raw -1953634.008699 + Penalty 4672.819175 = -1948961.189524
  nChanged 41
		SP:Iteration 26Q (176107.850000 sec): 3 clusters
  Score: Raw -1953645.494711 + Penalty 4672.819175 = -1948972.675535
  nChanged 26
		SP:Iteration 27Q (176108.060000 sec): 3 clusters
  Score: Raw -1953651.887159 + Penalty 4672.819175 = -1948979.067984
  nChanged 22
		SP:Iteration 28Q (176108.340000 sec): 3 clusters
  Score: Raw -1953656.360100 + Penalty 4672.819175 = -1948983.540925
  nChanged 10
		SP:Iteration 29Q (176108.580000 sec): 3 clusters
  Score: Raw -1953657.909119 + Penalty 4672.819175 = -1948985.089944
  nChanged 9
		SP:Iteration 30Q (176108.860000 sec): 3 clusters
  Score: Raw -1953659.106818 + Penalty 4672.819175 = -1948986.287643
  nChanged 7
		SP:Iteration 31Q (176109.180000 sec): 3 clusters
  Score: Raw -1953660.258547 + Penalty 4672.819175 = -1948987.439371
  nChanged 7
		SP:Iteration 32Q (176109.440000 sec): 3 clusters
  Score: Raw -1953661.084813 + Penalty 4672.819175 = -1948988.265637
  nChanged 3
		SP:Iteration 33Q (176109.700000 sec): 3 clusters
  Score: Raw -1953661.348264 + Penalty 4672.819175 = -1948988.529089
  nChanged 1
		SP:Iteration 34Q (176109.940000 sec): 3 clusters
  Score: Raw -1953661.472554 + Penalty 4672.819175 = -1948988.653379
  nChanged 2
		SP:Iteration 35Q (176110.230000 sec): 3 clusters
  Score: Raw -1953661.612627 + Penalty 4672.819175 = -1948988.793452
  nChanged 0
		SP:Iteration 36F (176110.510000 sec): 3 clusters
  Score: Raw -1953661.612627 + Penalty 4672.819175 = -1948988.793452
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 58 (17693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176110.700000 sec): 2 clusters
  Score: Raw -2751324.401033 + Penalty 2425.669241 = -2748898.731791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176111.040000 sec): 3 clusters
  Score: Raw -2741308.949348 + Penalty 4851.338483 = -2736457.610865
  nChanged 7677
		SP:Iteration 1F (176111.390000 sec): 3 clusters
  Score: Raw -2745351.447630 + Penalty 4851.338483 = -2740500.109148
  nChanged 1043
		SP:Iteration 2F (176111.720000 sec): 3 clusters
  Score: Raw -2745848.619326 + Penalty 4851.338483 = -2740997.280843
  nChanged 966
		SP:Iteration 3F (176112.080000 sec): 3 clusters
  Score: Raw -2746341.816468 + Penalty 4851.338483 = -2741490.477985
  nChanged 954
		SP:Iteration 4F (176112.430000 sec): 3 clusters
  Score: Raw -2746951.694153 + Penalty 4851.338483 = -2742100.355670
  nChanged 1086
		SP:Iteration 5F (176112.800000 sec): 3 clusters
  Score: Raw -2747809.314187 + Penalty 4851.338483 = -2742957.975704
  nChanged 1168
		SP:Iteration 6F (176113.160000 sec): 3 clusters
  Score: Raw -2748764.367511 + Penalty 4851.338483 = -2743913.029028
  nChanged 1162
		SP:Iteration 7F (176113.520000 sec): 3 clusters
  Score: Raw -2749634.485086 + Penalty 4851.338483 = -2744783.146603
  nChanged 1062
		SP:Iteration 8F (176113.810000 sec): 3 clusters
  Score: Raw -2750311.548168 + Penalty 4851.338483 = -2745460.209686
  nChanged 846
		SP:Iteration 9Q (176114.150000 sec): 3 clusters
  Score: Raw -2750729.650847 + Penalty 4851.338483 = -2745878.312365
  nChanged 623
		SP:Iteration 10Q (176114.450000 sec): 3 clusters
  Score: Raw -2750979.176442 + Penalty 4851.338483 = -2746127.837960
  nChanged 462
		SP:Iteration 11Q (176114.730000 sec): 3 clusters
  Score: Raw -2751134.264520 + Penalty 4851.338483 = -2746282.926038
  nChanged 372
		SP:Iteration 12Q (176114.980000 sec): 3 clusters
  Score: Raw -2751250.510191 + Penalty 4851.338483 = -2746399.171708
  nChanged 312
		SP:Iteration 13Q (176115.340000 sec): 3 clusters
  Score: Raw -2751347.969116 + Penalty 4851.338483 = -2746496.630633
  nChanged 265
		SP:Iteration 14Q (176115.720000 sec): 3 clusters
  Score: Raw -2751418.307380 + Penalty 4851.338483 = -2746566.968898
  nChanged 217
		SP:Iteration 15Q (176116.080000 sec): 3 clusters
  Score: Raw -2751480.637044 + Penalty 4851.338483 = -2746629.298562
  nChanged 211
		SP:Iteration 16Q (176116.390000 sec): 3 clusters
  Score: Raw -2751543.558718 + Penalty 4851.338483 = -2746692.220235
  nChanged 188
		SP:Iteration 17Q (176116.790000 sec): 3 clusters
  Score: Raw -2751596.755877 + Penalty 4851.338483 = -2746745.417394
  nChanged 189
		SP:Iteration 18Q (176117.160000 sec): 3 clusters
  Score: Raw -2751644.179919 + Penalty 4851.338483 = -2746792.841437
  nChanged 172
		SP:Iteration 19Q (176117.490000 sec): 3 clusters
  Score: Raw -2751685.366720 + Penalty 4851.338483 = -2746834.028238
  nChanged 165
		SP:Iteration 20F (176117.790000 sec): 3 clusters
  Score: Raw -2751724.872839 + Penalty 4851.338483 = -2746873.534356
  nChanged 158
		SP:Iteration 21Q (176118.150000 sec): 3 clusters
  Score: Raw -2751759.796820 + Penalty 4851.338483 = -2746908.458337
  nChanged 138
		SP:Iteration 22Q (176118.460000 sec): 3 clusters
  Score: Raw -2751788.680573 + Penalty 4851.338483 = -2746937.342090
  nChanged 133
		SP:Iteration 23Q (176118.750000 sec): 3 clusters
  Score: Raw -2751818.247749 + Penalty 4851.338483 = -2746966.909266
  nChanged 148
		SP:Iteration 24Q (176119.090000 sec): 3 clusters
  Score: Raw -2751850.376400 + Penalty 4851.338483 = -2746999.037917
  nChanged 145
		SP:Iteration 25Q (176119.460000 sec): 3 clusters
  Score: Raw -2751884.232344 + Penalty 4851.338483 = -2747032.893862
  nChanged 145
		SP:Iteration 26Q (176119.810000 sec): 3 clusters
  Score: Raw -2751920.102573 + Penalty 4851.338483 = -2747068.764090
  nChanged 129
		SP:Iteration 27Q (176120.150000 sec): 3 clusters
  Score: Raw -2751950.298234 + Penalty 4851.338483 = -2747098.959751
  nChanged 133
		SP:Iteration 28Q (176120.420000 sec): 3 clusters
  Score: Raw -2751981.620753 + Penalty 4851.338483 = -2747130.282270
  nChanged 127
		SP:Iteration 29Q (176120.700000 sec): 3 clusters
  Score: Raw -2752014.497765 + Penalty 4851.338483 = -2747163.159283
  nChanged 122
		SP:Iteration 30Q (176121.040000 sec): 3 clusters
  Score: Raw -2752042.765720 + Penalty 4851.338483 = -2747191.427237
  nChanged 126
		SP:Iteration 31Q (176121.330000 sec): 3 clusters
  Score: Raw -2752074.789048 + Penalty 4851.338483 = -2747223.450566
  nChanged 142
		SP:Iteration 32Q (176121.580000 sec): 3 clusters
  Score: Raw -2752110.151072 + Penalty 4851.338483 = -2747258.812590
  nChanged 143
		SP:Iteration 33Q (176121.850000 sec): 3 clusters
  Score: Raw -2752144.507492 + Penalty 4851.338483 = -2747293.169010
  nChanged 120
		SP:Iteration 34Q (176122.140000 sec): 3 clusters
  Score: Raw -2752174.372915 + Penalty 4851.338483 = -2747323.034433
  nChanged 124
		SP:Iteration 35Q (176122.470000 sec): 3 clusters
  Score: Raw -2752205.468411 + Penalty 4851.338483 = -2747354.129929
  nChanged 116
		SP:Iteration 36Q (176122.740000 sec): 3 clusters
  Score: Raw -2752232.833946 + Penalty 4851.338483 = -2747381.495464
  nChanged 101
		SP:Iteration 37Q (176123.010000 sec): 3 clusters
  Score: Raw -2752256.937692 + Penalty 4851.338483 = -2747405.599210
  nChanged 101
		SP:Iteration 38Q (176123.330000 sec): 3 clusters
  Score: Raw -2752285.345954 + Penalty 4851.338483 = -2747434.007471
  nChanged 111
		SP:Iteration 39Q (176123.610000 sec): 3 clusters
  Score: Raw -2752317.611622 + Penalty 4851.338483 = -2747466.273139
  nChanged 103
		SP:Iteration 40F (176123.900000 sec): 3 clusters
  Score: Raw -2752343.565948 + Penalty 4851.338483 = -2747492.227465
  nChanged 101
		SP:Iteration 41Q (176124.230000 sec): 3 clusters
  Score: Raw -2752371.953125 + Penalty 4851.338483 = -2747520.614643
  nChanged 98
		SP:Iteration 42Q (176124.490000 sec): 3 clusters
  Score: Raw -2752397.721536 + Penalty 4851.338483 = -2747546.383053
  nChanged 103
		SP:Iteration 43Q (176124.740000 sec): 3 clusters
  Score: Raw -2752426.390590 + Penalty 4851.338483 = -2747575.052107
  nChanged 116
		SP:Iteration 44Q (176125.020000 sec): 3 clusters
  Score: Raw -2752458.429051 + Penalty 4851.338483 = -2747607.090569
  nChanged 95
		SP:Iteration 45Q (176125.350000 sec): 3 clusters
  Score: Raw -2752483.331395 + Penalty 4851.338483 = -2747631.992912
  nChanged 106
		SP:Iteration 46Q (176125.660000 sec): 3 clusters
  Score: Raw -2752513.044569 + Penalty 4851.338483 = -2747661.706086
  nChanged 97
		SP:Iteration 47Q (176125.940000 sec): 3 clusters
  Score: Raw -2752536.215657 + Penalty 4851.338483 = -2747684.877174
  nChanged 90
		SP:Iteration 48Q (176126.230000 sec): 3 clusters
  Score: Raw -2752561.868965 + Penalty 4851.338483 = -2747710.530483
  nChanged 90
		SP:Iteration 49Q (176126.520000 sec): 3 clusters
  Score: Raw -2752583.972029 + Penalty 4851.338483 = -2747732.633546
  nChanged 75
		SP:Iteration 50Q (176126.780000 sec): 3 clusters
  Score: Raw -2752604.569947 + Penalty 4851.338483 = -2747753.231464
  nChanged 56
		SP:Iteration 51Q (176127.100000 sec): 3 clusters
  Score: Raw -2752618.726457 + Penalty 4851.338483 = -2747767.387975
  nChanged 57
		SP:Iteration 52Q (176127.380000 sec): 3 clusters
  Score: Raw -2752633.513127 + Penalty 4851.338483 = -2747782.174644
  nChanged 50
		SP:Iteration 53Q (176127.670000 sec): 3 clusters
  Score: Raw -2752646.473722 + Penalty 4851.338483 = -2747795.135239
  nChanged 48
		SP:Iteration 54Q (176128.020000 sec): 3 clusters
  Score: Raw -2752656.505640 + Penalty 4851.338483 = -2747805.167157
  nChanged 41
		SP:Iteration 55Q (176128.300000 sec): 3 clusters
  Score: Raw -2752665.166647 + Penalty 4851.338483 = -2747813.828164
  nChanged 27
		SP:Iteration 56Q (176128.620000 sec): 3 clusters
  Score: Raw -2752670.467899 + Penalty 4851.338483 = -2747819.129416
  nChanged 20
		SP:Iteration 57Q (176128.880000 sec): 3 clusters
  Score: Raw -2752673.535973 + Penalty 4851.338483 = -2747822.197491
  nChanged 16
		SP:Iteration 58Q (176129.240000 sec): 3 clusters
  Score: Raw -2752676.428300 + Penalty 4851.338483 = -2747825.089817
  nChanged 20
		SP:Iteration 59Q (176129.550000 sec): 3 clusters
  Score: Raw -2752680.298226 + Penalty 4851.338483 = -2747828.959743
  nChanged 17
		SP:Iteration 60F (176129.860000 sec): 3 clusters
  Score: Raw -2752683.961894 + Penalty 4851.338483 = -2747832.623411
  nChanged 20
		SP:Iteration 61Q (176130.180000 sec): 3 clusters
  Score: Raw -2752686.854221 + Penalty 4851.338483 = -2747835.515738
  nChanged 6
		SP:Iteration 62Q (176130.520000 sec): 3 clusters
  Score: Raw -2752687.591000 + Penalty 4851.338483 = -2747836.252517
  nChanged 6
		SP:Iteration 63Q (176130.820000 sec): 3 clusters
  Score: Raw -2752688.302325 + Penalty 4851.338483 = -2747836.963843
  nChanged 1
		SP:Iteration 64Q (176131.160000 sec): 3 clusters
  Score: Raw -2752688.677852 + Penalty 4851.338483 = -2747837.339369
  nChanged 3
		SP:Iteration 65Q (176131.450000 sec): 3 clusters
  Score: Raw -2752689.290648 + Penalty 4851.338483 = -2747837.952166
  nChanged 4
		SP:Iteration 66Q (176131.860000 sec): 3 clusters
  Score: Raw -2752689.690152 + Penalty 4851.338483 = -2747838.351669
  nChanged 0
		SP:Iteration 67F (176132.150000 sec): 3 clusters
  Score: Raw -2752689.690152 + Penalty 4851.338483 = -2747838.351669
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 59 (17346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176132.350000 sec): 2 clusters
  Score: Raw -2658745.687796 + Penalty 2420.757068 = -2656324.930728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176132.580000 sec): 3 clusters
  Score: Raw -2648833.159130 + Penalty 4841.514137 = -2643991.644993
  nChanged 7563
		SP:Iteration 1F (176132.860000 sec): 3 clusters
  Score: Raw -2653170.738542 + Penalty 4841.514137 = -2648329.224405
  nChanged 1162
		SP:Iteration 2F (176133.140000 sec): 3 clusters
  Score: Raw -2653849.367238 + Penalty 4841.514137 = -2649007.853101
  nChanged 1070
		SP:Iteration 3F (176133.370000 sec): 3 clusters
  Score: Raw -2654478.955173 + Penalty 4841.514137 = -2649637.441036
  nChanged 1004
		SP:Iteration 4F (176133.660000 sec): 3 clusters
  Score: Raw -2655074.844885 + Penalty 4841.514137 = -2650233.330748
  nChanged 957
		SP:Iteration 5F (176133.940000 sec): 3 clusters
  Score: Raw -2655604.251639 + Penalty 4841.514137 = -2650762.737502
  nChanged 809
		SP:Iteration 6Q (176134.290000 sec): 3 clusters
  Score: Raw -2656023.500592 + Penalty 4841.514137 = -2651181.986455
  nChanged 716
		SP:Iteration 7Q (176134.600000 sec): 3 clusters
  Score: Raw -2656329.281455 + Penalty 4841.514137 = -2651487.767319
  nChanged 577
		SP:Iteration 8Q (176134.910000 sec): 3 clusters
  Score: Raw -2656556.987977 + Penalty 4841.514137 = -2651715.473840
  nChanged 481
		SP:Iteration 9Q (176135.180000 sec): 3 clusters
  Score: Raw -2656721.484265 + Penalty 4841.514137 = -2651879.970128
  nChanged 402
		SP:Iteration 10Q (176135.530000 sec): 3 clusters
  Score: Raw -2656846.856840 + Penalty 4841.514137 = -2652005.342703
  nChanged 334
		SP:Iteration 11Q (176135.840000 sec): 3 clusters
  Score: Raw -2656942.664051 + Penalty 4841.514137 = -2652101.149914
  nChanged 293
		SP:Iteration 12Q (176136.090000 sec): 3 clusters
  Score: Raw -2657029.326341 + Penalty 4841.514137 = -2652187.812204
  nChanged 287
		SP:Iteration 13Q (176136.460000 sec): 3 clusters
  Score: Raw -2657111.930283 + Penalty 4841.514137 = -2652270.416146
  nChanged 282
		SP:Iteration 14Q (176136.740000 sec): 3 clusters
  Score: Raw -2657201.307775 + Penalty 4841.514137 = -2652359.793638
  nChanged 274
		SP:Iteration 15Q (176137.090000 sec): 3 clusters
  Score: Raw -2657292.532391 + Penalty 4841.514137 = -2652451.018255
  nChanged 290
		SP:Iteration 16Q (176137.340000 sec): 3 clusters
  Score: Raw -2657382.051253 + Penalty 4841.514137 = -2652540.537116
  nChanged 295
		SP:Iteration 17Q (176137.640000 sec): 3 clusters
  Score: Raw -2657475.760881 + Penalty 4841.514137 = -2652634.246744
  nChanged 323
		SP:Iteration 18Q (176137.930000 sec): 3 clusters
  Score: Raw -2657584.509186 + Penalty 4841.514137 = -2652742.995049
  nChanged 320
		SP:Iteration 19Q (176138.250000 sec): 3 clusters
  Score: Raw -2657693.959085 + Penalty 4841.514137 = -2652852.444948
  nChanged 298
		SP:Iteration 20F (176138.540000 sec): 3 clusters
  Score: Raw -2657796.862900 + Penalty 4841.514137 = -2652955.348763
  nChanged 293
		SP:Iteration 21Q (176138.890000 sec): 3 clusters
  Score: Raw -2657892.597259 + Penalty 4841.514137 = -2653051.083122
  nChanged 308
		SP:Iteration 22Q (176139.240000 sec): 3 clusters
  Score: Raw -2658000.436278 + Penalty 4841.514137 = -2653158.922142
  nChanged 306
		SP:Iteration 23Q (176139.520000 sec): 3 clusters
  Score: Raw -2658113.698065 + Penalty 4841.514137 = -2653272.183929
  nChanged 335
		SP:Iteration 24Q (176139.880000 sec): 3 clusters
  Score: Raw -2658237.984348 + Penalty 4841.514137 = -2653396.470211
  nChanged 312
		SP:Iteration 25Q (176140.210000 sec): 3 clusters
  Score: Raw -2658347.704287 + Penalty 4841.514137 = -2653506.190150
  nChanged 306
		SP:Iteration 26Q (176140.600000 sec): 3 clusters
  Score: Raw -2658455.440531 + Penalty 4841.514137 = -2653613.926394
  nChanged 278
		SP:Iteration 27Q (176140.950000 sec): 3 clusters
  Score: Raw -2658555.092615 + Penalty 4841.514137 = -2653713.578478
  nChanged 281
		SP:Iteration 28Q (176141.260000 sec): 3 clusters
  Score: Raw -2658660.999660 + Penalty 4841.514137 = -2653819.485524
  nChanged 260
		SP:Iteration 29Q (176141.600000 sec): 3 clusters
  Score: Raw -2658750.880854 + Penalty 4841.514137 = -2653909.366717
  nChanged 246
		SP:Iteration 30Q (176141.940000 sec): 3 clusters
  Score: Raw -2658837.152536 + Penalty 4841.514137 = -2653995.638399
  nChanged 224
		SP:Iteration 31Q (176142.210000 sec): 3 clusters
  Score: Raw -2658924.340293 + Penalty 4841.514137 = -2654082.826156
  nChanged 217
		SP:Iteration 32Q (176142.550000 sec): 3 clusters
  Score: Raw -2659001.229051 + Penalty 4841.514137 = -2654159.714915
  nChanged 179
		SP:Iteration 33Q (176142.820000 sec): 3 clusters
  Score: Raw -2659064.652886 + Penalty 4841.514137 = -2654223.138749
  nChanged 163
		SP:Iteration 34Q (176143.080000 sec): 3 clusters
  Score: Raw -2659124.990356 + Penalty 4841.514137 = -2654283.476219
  nChanged 142
		SP:Iteration 35Q (176143.360000 sec): 3 clusters
  Score: Raw -2659171.718422 + Penalty 4841.514137 = -2654330.204285
  nChanged 113
		SP:Iteration 36Q (176143.680000 sec): 3 clusters
  Score: Raw -2659208.356707 + Penalty 4841.514137 = -2654366.842570
  nChanged 89
		SP:Iteration 37Q (176143.940000 sec): 3 clusters
  Score: Raw -2659238.317290 + Penalty 4841.514137 = -2654396.803153
  nChanged 73
		SP:Iteration 38Q (176144.160000 sec): 3 clusters
  Score: Raw -2659259.664472 + Penalty 4841.514137 = -2654418.150335
  nChanged 58
		SP:Iteration 39Q (176144.460000 sec): 3 clusters
  Score: Raw -2659274.803643 + Penalty 4841.514137 = -2654433.289506
  nChanged 46
		SP:Iteration 40F (176144.860000 sec): 3 clusters
  Score: Raw -2659286.611231 + Penalty 4841.514137 = -2654445.097094
  nChanged 39
		SP:Iteration 41Q (176145.170000 sec): 3 clusters
  Score: Raw -2659298.224527 + Penalty 4841.514137 = -2654456.710390
  nChanged 35
		SP:Iteration 42Q (176145.430000 sec): 3 clusters
  Score: Raw -2659308.587008 + Penalty 4841.514137 = -2654467.072872
  nChanged 37
		SP:Iteration 43Q (176145.780000 sec): 3 clusters
  Score: Raw -2659319.700769 + Penalty 4841.514137 = -2654478.186633
  nChanged 33
		SP:Iteration 44Q (176146.060000 sec): 3 clusters
  Score: Raw -2659329.618829 + Penalty 4841.514137 = -2654488.104692
  nChanged 35
		SP:Iteration 45Q (176146.300000 sec): 3 clusters
  Score: Raw -2659338.338799 + Penalty 4841.514137 = -2654496.824662
  nChanged 26
		SP:Iteration 46Q (176146.600000 sec): 3 clusters
  Score: Raw -2659344.086678 + Penalty 4841.514137 = -2654502.572542
  nChanged 19
		SP:Iteration 47Q (176146.910000 sec): 3 clusters
  Score: Raw -2659349.800018 + Penalty 4841.514137 = -2654508.285882
  nChanged 19
		SP:Iteration 48Q (176147.210000 sec): 3 clusters
  Score: Raw -2659355.486890 + Penalty 4841.514137 = -2654513.972753
  nChanged 18
		SP:Iteration 49Q (176147.520000 sec): 3 clusters
  Score: Raw -2659361.647532 + Penalty 4841.514137 = -2654520.133395
  nChanged 20
		SP:Iteration 50Q (176147.860000 sec): 3 clusters
  Score: Raw -2659367.489434 + Penalty 4841.514137 = -2654525.975297
  nChanged 19
		SP:Iteration 51Q (176148.160000 sec): 3 clusters
  Score: Raw -2659373.714236 + Penalty 4841.514137 = -2654532.200099
  nChanged 12
		SP:Iteration 52Q (176148.450000 sec): 3 clusters
  Score: Raw -2659377.048802 + Penalty 4841.514137 = -2654535.534666
  nChanged 12
		SP:Iteration 53Q (176148.720000 sec): 3 clusters
  Score: Raw -2659379.522491 + Penalty 4841.514137 = -2654538.008355
  nChanged 10
		SP:Iteration 54Q (176149.040000 sec): 3 clusters
  Score: Raw -2659381.474322 + Penalty 4841.514137 = -2654539.960186
  nChanged 6
		SP:Iteration 55Q (176149.330000 sec): 3 clusters
  Score: Raw -2659382.543404 + Penalty 4841.514137 = -2654541.029267
  nChanged 6
		SP:Iteration 56Q (176149.660000 sec): 3 clusters
  Score: Raw -2659383.451831 + Penalty 4841.514137 = -2654541.937694
  nChanged 5
		SP:Iteration 57Q (176149.950000 sec): 3 clusters
  Score: Raw -2659384.876507 + Penalty 4841.514137 = -2654543.362371
  nChanged 5
		SP:Iteration 58Q (176150.180000 sec): 3 clusters
  Score: Raw -2659386.337992 + Penalty 4841.514137 = -2654544.823855
  nChanged 6
		SP:Iteration 59Q (176150.440000 sec): 3 clusters
  Score: Raw -2659387.412672 + Penalty 4841.514137 = -2654545.898535
  nChanged 9
		SP:Iteration 60F (176150.780000 sec): 3 clusters
  Score: Raw -2659389.827472 + Penalty 4841.514137 = -2654548.313335
  nChanged 5
		SP:Iteration 61Q (176151.010000 sec): 3 clusters
  Score: Raw -2659390.841433 + Penalty 4841.514137 = -2654549.327297
  nChanged 3
		SP:Iteration 62Q (176151.240000 sec): 3 clusters
  Score: Raw -2659391.504026 + Penalty 4841.514137 = -2654549.989889
  nChanged 6
		SP:Iteration 63Q (176151.480000 sec): 3 clusters
  Score: Raw -2659393.144380 + Penalty 4841.514137 = -2654551.630243
  nChanged 6
		SP:Iteration 64Q (176151.730000 sec): 3 clusters
  Score: Raw -2659394.984299 + Penalty 4841.514137 = -2654553.470162
  nChanged 5
		SP:Iteration 65Q (176152.050000 sec): 3 clusters
  Score: Raw -2659397.019049 + Penalty 4841.514137 = -2654555.504912
  nChanged 9
		SP:Iteration 66Q (176152.270000 sec): 3 clusters
  Score: Raw -2659399.280013 + Penalty 4841.514137 = -2654557.765876
  nChanged 6
		SP:Iteration 67Q (176152.510000 sec): 3 clusters
  Score: Raw -2659399.992299 + Penalty 4841.514137 = -2654558.478163
  nChanged 0
		SP:Iteration 68F (176152.730000 sec): 3 clusters
  Score: Raw -2659399.992299 + Penalty 4841.514137 = -2654558.478163
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 60 (46999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176153.190000 sec): 2 clusters
  Score: Raw -7184007.749397 + Penalty 2667.954638 = -7181339.794759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176153.690000 sec): 3 clusters
  Score: Raw -7154925.789420 + Penalty 5335.909276 = -7149589.880144
  nChanged 21671
		SP:Iteration 1F (176154.210000 sec): 3 clusters
  Score: Raw -7167319.922182 + Penalty 5335.909276 = -7161984.012907
  nChanged 2463
		SP:Iteration 2F (176154.730000 sec): 3 clusters
  Score: Raw -7168268.804722 + Penalty 5335.909276 = -7162932.895447
  nChanged 2428
		SP:Iteration 3F (176155.320000 sec): 3 clusters
  Score: Raw -7169311.136073 + Penalty 5335.909276 = -7163975.226798
  nChanged 2467
		SP:Iteration 4F (176155.940000 sec): 3 clusters
  Score: Raw -7170531.104729 + Penalty 5335.909276 = -7165195.195453
  nChanged 2611
		SP:Iteration 5F (176156.480000 sec): 3 clusters
  Score: Raw -7172011.739393 + Penalty 5335.909276 = -7166675.830117
  nChanged 2751
		SP:Iteration 6F (176157.070000 sec): 3 clusters
  Score: Raw -7173740.750518 + Penalty 5335.909276 = -7168404.841243
  nChanged 2844
		SP:Iteration 7F (176157.620000 sec): 3 clusters
  Score: Raw -7175671.729259 + Penalty 5335.909276 = -7170335.819983
  nChanged 2777
		SP:Iteration 8F (176158.120000 sec): 3 clusters
  Score: Raw -7177699.718587 + Penalty 5335.909276 = -7172363.809312
  nChanged 2570
		SP:Iteration 9F (176158.670000 sec): 3 clusters
  Score: Raw -7179651.342792 + Penalty 5335.909276 = -7174315.433516
  nChanged 2182
		SP:Iteration 10Q (176159.190000 sec): 3 clusters
  Score: Raw -7181289.258083 + Penalty 5335.909276 = -7175953.348807
  nChanged 1633
		SP:Iteration 11Q (176159.820000 sec): 3 clusters
  Score: Raw -7182505.229275 + Penalty 5335.909276 = -7177169.320000
  nChanged 1106
		SP:Iteration 12Q (176160.380000 sec): 3 clusters
  Score: Raw -7183283.433678 + Penalty 5335.909276 = -7177947.524402
  nChanged 718
		SP:Iteration 13Q (176160.890000 sec): 3 clusters
  Score: Raw -7183764.592671 + Penalty 5335.909276 = -7178428.683395
  nChanged 441
		SP:Iteration 14Q (176161.430000 sec): 3 clusters
  Score: Raw -7184046.977323 + Penalty 5335.909276 = -7178711.068047
  nChanged 270
		SP:Iteration 15Q (176161.900000 sec): 3 clusters
  Score: Raw -7184218.424804 + Penalty 5335.909276 = -7178882.515528
  nChanged 174
		SP:Iteration 16Q (176162.450000 sec): 3 clusters
  Score: Raw -7184323.302289 + Penalty 5335.909276 = -7178987.393013
  nChanged 112
		SP:Iteration 17Q (176162.940000 sec): 3 clusters
  Score: Raw -7184395.334874 + Penalty 5335.909276 = -7179059.425598
  nChanged 74
		SP:Iteration 18Q (176163.490000 sec): 3 clusters
  Score: Raw -7184435.387373 + Penalty 5335.909276 = -7179099.478098
  nChanged 52
		SP:Iteration 19Q (176163.950000 sec): 3 clusters
  Score: Raw -7184463.722493 + Penalty 5335.909276 = -7179127.813218
  nChanged 40
		SP:Iteration 20F (176164.490000 sec): 3 clusters
  Score: Raw -7184486.644671 + Penalty 5335.909276 = -7179150.735395
  nChanged 37
		SP:Iteration 21Q (176165.050000 sec): 3 clusters
  Score: Raw -7184511.716092 + Penalty 5335.909276 = -7179175.806816
  nChanged 31
		SP:Iteration 22Q (176165.540000 sec): 3 clusters
  Score: Raw -7184526.871250 + Penalty 5335.909276 = -7179190.961974
  nChanged 20
		SP:Iteration 23Q (176166.060000 sec): 3 clusters
  Score: Raw -7184536.326135 + Penalty 5335.909276 = -7179200.416860
  nChanged 17
		SP:Iteration 24Q (176166.570000 sec): 3 clusters
  Score: Raw -7184542.981833 + Penalty 5335.909276 = -7179207.072557
  nChanged 8
		SP:Iteration 25Q (176167.030000 sec): 3 clusters
  Score: Raw -7184546.994984 + Penalty 5335.909276 = -7179211.085708
  nChanged 10
		SP:Iteration 26Q (176167.570000 sec): 3 clusters
  Score: Raw -7184551.421824 + Penalty 5335.909276 = -7179215.512548
  nChanged 6
		SP:Iteration 27Q (176168.010000 sec): 3 clusters
  Score: Raw -7184553.868921 + Penalty 5335.909276 = -7179217.959646
  nChanged 6
		SP:Iteration 28Q (176168.550000 sec): 3 clusters
  Score: Raw -7184556.013531 + Penalty 5335.909276 = -7179220.104255
  nChanged 5
		SP:Iteration 29Q (176169.000000 sec): 3 clusters
  Score: Raw -7184558.612517 + Penalty 5335.909276 = -7179222.703242
  nChanged 4
		SP:Iteration 30Q (176169.560000 sec): 3 clusters
  Score: Raw -7184559.493302 + Penalty 5335.909276 = -7179223.584026
  nChanged 1
		SP:Iteration 31Q (176170.070000 sec): 3 clusters
  Score: Raw -7184559.934122 + Penalty 5335.909276 = -7179224.024846
  nChanged 0
		SP:Iteration 32F (176170.540000 sec): 3 clusters
  Score: Raw -7184559.934122 + Penalty 5335.909276 = -7179224.024846
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 61 (4247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176170.700000 sec): 2 clusters
  Score: Raw -664261.282306 + Penalty 2071.784096 = -662189.498209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176170.900000 sec): 3 clusters
  Score: Raw -662262.182395 + Penalty 4143.568193 = -658118.614202
  nChanged 1579
		SP:Iteration 1F (176171.090000 sec): 3 clusters
  Score: Raw -663348.952703 + Penalty 4143.568193 = -659205.384511
  nChanged 412
		SP:Iteration 2F (176171.220000 sec): 3 clusters
  Score: Raw -663899.367377 + Penalty 4143.568193 = -659755.799185
  nChanged 379
		SP:Iteration 3F (176171.370000 sec): 3 clusters
  Score: Raw -664525.860124 + Penalty 4143.568193 = -660382.291931
  nChanged 349
		SP:Iteration 4F (176171.570000 sec): 3 clusters
  Score: Raw -664985.163911 + Penalty 4143.568193 = -660841.595719
  nChanged 262
		SP:Iteration 5F (176171.750000 sec): 3 clusters
  Score: Raw -665236.555966 + Penalty 4143.568193 = -661092.987774
  nChanged 193
		SP:Iteration 6Q (176171.920000 sec): 3 clusters
  Score: Raw -665382.340558 + Penalty 4143.568193 = -661238.772366
  nChanged 128
		SP:Iteration 7Q (176172.100000 sec): 3 clusters
  Score: Raw -665468.817187 + Penalty 4143.568193 = -661325.248995
  nChanged 89
		SP:Iteration 8Q (176172.300000 sec): 3 clusters
  Score: Raw -665526.862180 + Penalty 4143.568193 = -661383.293988
  nChanged 57
		SP:Iteration 9Q (176172.420000 sec): 3 clusters
  Score: Raw -665559.368491 + Penalty 4143.568193 = -661415.800299
  nChanged 44
		SP:Iteration 10Q (176172.620000 sec): 3 clusters
  Score: Raw -665582.054800 + Penalty 4143.568193 = -661438.486607
  nChanged 30
		SP:Iteration 11Q (176172.800000 sec): 3 clusters
  Score: Raw -665598.867133 + Penalty 4143.568193 = -661455.298941
  nChanged 34
		SP:Iteration 12Q (176172.960000 sec): 3 clusters
  Score: Raw -665617.774416 + Penalty 4143.568193 = -661474.206224
  nChanged 27
		SP:Iteration 13Q (176173.160000 sec): 3 clusters
  Score: Raw -665634.495048 + Penalty 4143.568193 = -661490.926855
  nChanged 25
		SP:Iteration 14Q (176173.290000 sec): 3 clusters
  Score: Raw -665651.741423 + Penalty 4143.568193 = -661508.173230
  nChanged 23
		SP:Iteration 15Q (176173.440000 sec): 3 clusters
  Score: Raw -665665.090652 + Penalty 4143.568193 = -661521.522459
  nChanged 20
		SP:Iteration 16Q (176173.680000 sec): 3 clusters
  Score: Raw -665675.652567 + Penalty 4143.568193 = -661532.084374
  nChanged 22
		SP:Iteration 17Q (176173.820000 sec): 3 clusters
  Score: Raw -665686.299634 + Penalty 4143.568193 = -661542.731441
  nChanged 16
		SP:Iteration 18Q (176173.970000 sec): 3 clusters
  Score: Raw -665694.187150 + Penalty 4143.568193 = -661550.618958
  nChanged 11
		SP:Iteration 19Q (176174.120000 sec): 3 clusters
  Score: Raw -665698.994291 + Penalty 4143.568193 = -661555.426099
  nChanged 10
		SP:Iteration 20F (176174.300000 sec): 3 clusters
  Score: Raw -665703.850755 + Penalty 4143.568193 = -661560.282563
  nChanged 3
		SP:Iteration 21Q (176174.490000 sec): 3 clusters
  Score: Raw -665704.920148 + Penalty 4143.568193 = -661561.351956
  nChanged 2
		SP:Iteration 22Q (176174.700000 sec): 3 clusters
  Score: Raw -665706.033563 + Penalty 4143.568193 = -661562.465370
  nChanged 2
		SP:Iteration 23Q (176174.880000 sec): 3 clusters
  Score: Raw -665706.589249 + Penalty 4143.568193 = -661563.021056
  nChanged 1
		SP:Iteration 24Q (176175.120000 sec): 3 clusters
  Score: Raw -665707.043989 + Penalty 4143.568193 = -661563.475796
  nChanged 1
		SP:Iteration 25Q (176175.340000 sec): 3 clusters
  Score: Raw -665707.489237 + Penalty 4143.568193 = -661563.921044
  nChanged 0
		SP:Iteration 26F (176175.520000 sec): 3 clusters
  Score: Raw -665707.489237 + Penalty 4143.568193 = -661563.921044
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 62 (3874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176175.650000 sec): 2 clusters
  Score: Raw -581273.515515 + Penalty 2048.986625 = -579224.528890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176175.820000 sec): 3 clusters
  Score: Raw -579567.886592 + Penalty 4097.973251 = -575469.913341
  nChanged 1425
		SP:Iteration 1F (176176.020000 sec): 3 clusters
  Score: Raw -580445.749396 + Penalty 4097.973251 = -576347.776145
  nChanged 304
		SP:Iteration 2F (176176.150000 sec): 3 clusters
  Score: Raw -580666.892603 + Penalty 4097.973251 = -576568.919353
  nChanged 185
		SP:Iteration 3Q (176176.290000 sec): 3 clusters
  Score: Raw -580815.000970 + Penalty 4097.973251 = -576717.027719
  nChanged 181
		SP:Iteration 4Q (176176.480000 sec): 3 clusters
  Score: Raw -580962.263686 + Penalty 4097.973251 = -576864.290435
  nChanged 172
		SP:Iteration 5Q (176176.690000 sec): 3 clusters
  Score: Raw -581120.166675 + Penalty 4097.973251 = -577022.193424
  nChanged 161
		SP:Iteration 6Q (176176.840000 sec): 3 clusters
  Score: Raw -581264.018886 + Penalty 4097.973251 = -577166.045636
  nChanged 158
		SP:Iteration 7Q (176177.000000 sec): 3 clusters
  Score: Raw -581389.385022 + Penalty 4097.973251 = -577291.411771
  nChanged 157
		SP:Iteration 8Q (176177.140000 sec): 3 clusters
  Score: Raw -581538.334359 + Penalty 4097.973251 = -577440.361108
  nChanged 161
		SP:Iteration 9Q (176177.290000 sec): 3 clusters
  Score: Raw -581703.529032 + Penalty 4097.973251 = -577605.555781
  nChanged 146
		SP:Iteration 10Q (176177.440000 sec): 3 clusters
  Score: Raw -581852.628858 + Penalty 4097.973251 = -577754.655608
  nChanged 130
		SP:Iteration 11Q (176177.630000 sec): 3 clusters
  Score: Raw -581959.289050 + Penalty 4097.973251 = -577861.315799
  nChanged 93
		SP:Iteration 12Q (176177.760000 sec): 3 clusters
  Score: Raw -582035.768232 + Penalty 4097.973251 = -577937.794981
  nChanged 72
		SP:Iteration 13Q (176177.950000 sec): 3 clusters
  Score: Raw -582084.295356 + Penalty 4097.973251 = -577986.322105
  nChanged 50
		SP:Iteration 14Q (176178.150000 sec): 3 clusters
  Score: Raw -582113.529255 + Penalty 4097.973251 = -578015.556005
  nChanged 38
		SP:Iteration 15Q (176178.360000 sec): 3 clusters
  Score: Raw -582135.231694 + Penalty 4097.973251 = -578037.258444
  nChanged 29
		SP:Iteration 16Q (176178.570000 sec): 3 clusters
  Score: Raw -582151.324495 + Penalty 4097.973251 = -578053.351244
  nChanged 25
		SP:Iteration 17Q (176178.740000 sec): 3 clusters
  Score: Raw -582164.151174 + Penalty 4097.973251 = -578066.177923
  nChanged 23
		SP:Iteration 18Q (176178.930000 sec): 3 clusters
  Score: Raw -582177.710034 + Penalty 4097.973251 = -578079.736784
  nChanged 18
		SP:Iteration 19Q (176179.060000 sec): 3 clusters
  Score: Raw -582185.987012 + Penalty 4097.973251 = -578088.013762
  nChanged 11
		SP:Iteration 20F (176179.250000 sec): 3 clusters
  Score: Raw -582189.865121 + Penalty 4097.973251 = -578091.891871
  nChanged 4
		SP:Iteration 21Q (176179.440000 sec): 3 clusters
  Score: Raw -582191.695731 + Penalty 4097.973251 = -578093.722480
  nChanged 3
		SP:Iteration 22Q (176179.620000 sec): 3 clusters
  Score: Raw -582192.740002 + Penalty 4097.973251 = -578094.766751
  nChanged 5
		SP:Iteration 23Q (176179.760000 sec): 3 clusters
  Score: Raw -582195.135437 + Penalty 4097.973251 = -578097.162187
  nChanged 7
		SP:Iteration 24Q (176179.920000 sec): 3 clusters
  Score: Raw -582198.375884 + Penalty 4097.973251 = -578100.402633
  nChanged 7
		SP:Iteration 25Q (176180.120000 sec): 3 clusters
  Score: Raw -582201.259403 + Penalty 4097.973251 = -578103.286153
  nChanged 6
		SP:Iteration 26Q (176180.300000 sec): 3 clusters
  Score: Raw -582203.403317 + Penalty 4097.973251 = -578105.430066
  nChanged 5
		SP:Iteration 27Q (176180.490000 sec): 3 clusters
  Score: Raw -582205.663304 + Penalty 4097.973251 = -578107.690053
  nChanged 6
		SP:Iteration 28Q (176180.660000 sec): 3 clusters
  Score: Raw -582207.840872 + Penalty 4097.973251 = -578109.867621
  nChanged 3
		SP:Iteration 29Q (176180.850000 sec): 3 clusters
  Score: Raw -582209.034816 + Penalty 4097.973251 = -578111.061565
  nChanged 3
		SP:Iteration 30Q (176181.030000 sec): 3 clusters
  Score: Raw -582210.252597 + Penalty 4097.973251 = -578112.279346
  nChanged 1
		SP:Iteration 31Q (176181.200000 sec): 3 clusters
  Score: Raw -582211.263690 + Penalty 4097.973251 = -578113.290439
  nChanged 2
		SP:Iteration 32Q (176181.350000 sec): 3 clusters
  Score: Raw -582211.544533 + Penalty 4097.973251 = -578113.571282
  nChanged 3
		SP:Iteration 33Q (176181.520000 sec): 3 clusters
  Score: Raw -582212.203514 + Penalty 4097.973251 = -578114.230263
  nChanged 1
		SP:Iteration 34Q (176181.690000 sec): 3 clusters
  Score: Raw -582212.611514 + Penalty 4097.973251 = -578114.638263
  nChanged 0
		SP:Iteration 35F (176181.870000 sec): 3 clusters
  Score: Raw -582212.611514 + Penalty 4097.973251 = -578114.638263
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 63 (35658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176182.200000 sec): 2 clusters
  Score: Raw -5928111.771696 + Penalty 2599.468744 = -5925512.302952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176182.700000 sec): 3 clusters
  Score: Raw -5906559.697190 + Penalty 5198.937487 = -5901360.759703
  nChanged 16100
		SP:Iteration 1F (176183.200000 sec): 3 clusters
  Score: Raw -5915317.551316 + Penalty 5198.937487 = -5910118.613829
  nChanged 1624
		SP:Iteration 2Q (176183.750000 sec): 3 clusters
  Score: Raw -5915873.935982 + Penalty 5198.937487 = -5910674.998495
  nChanged 1569
		SP:Iteration 3Q (176184.300000 sec): 3 clusters
  Score: Raw -5916470.629080 + Penalty 5198.937487 = -5911271.691593
  nChanged 1684
		SP:Iteration 4Q (176184.840000 sec): 3 clusters
  Score: Raw -5917240.497126 + Penalty 5198.937487 = -5912041.559639
  nChanged 1894
		SP:Iteration 5F (176185.350000 sec): 3 clusters
  Score: Raw -5918270.979348 + Penalty 5198.937487 = -5913072.041861
  nChanged 2124
		SP:Iteration 6F (176185.820000 sec): 3 clusters
  Score: Raw -5919599.180773 + Penalty 5198.937487 = -5914400.243286
  nChanged 2218
		SP:Iteration 7F (176186.330000 sec): 3 clusters
  Score: Raw -5921268.103993 + Penalty 5198.937487 = -5916069.166506
  nChanged 2210
		SP:Iteration 8F (176186.800000 sec): 3 clusters
  Score: Raw -5923133.407118 + Penalty 5198.937487 = -5917934.469630
  nChanged 1910
		SP:Iteration 9F (176187.320000 sec): 3 clusters
  Score: Raw -5924829.309693 + Penalty 5198.937487 = -5919630.372206
  nChanged 1371
		SP:Iteration 10Q (176187.800000 sec): 3 clusters
  Score: Raw -5925979.662479 + Penalty 5198.937487 = -5920780.724992
  nChanged 970
		SP:Iteration 11Q (176188.280000 sec): 3 clusters
  Score: Raw -5926736.332789 + Penalty 5198.937487 = -5921537.395302
  nChanged 723
		SP:Iteration 12Q (176188.750000 sec): 3 clusters
  Score: Raw -5927278.644366 + Penalty 5198.937487 = -5922079.706879
  nChanged 500
		SP:Iteration 13Q (176189.180000 sec): 3 clusters
  Score: Raw -5927648.119795 + Penalty 5198.937487 = -5922449.182308
  nChanged 418
		SP:Iteration 14Q (176189.630000 sec): 3 clusters
  Score: Raw -5927985.338203 + Penalty 5198.937487 = -5922786.400716
  nChanged 334
		SP:Iteration 15Q (176190.070000 sec): 3 clusters
  Score: Raw -5928296.682010 + Penalty 5198.937487 = -5923097.744523
  nChanged 276
		SP:Iteration 16Q (176190.510000 sec): 3 clusters
  Score: Raw -5928587.637791 + Penalty 5198.937487 = -5923388.700304
  nChanged 212
		SP:Iteration 17Q (176190.950000 sec): 3 clusters
  Score: Raw -5928862.955535 + Penalty 5198.937487 = -5923664.018048
  nChanged 172
		SP:Iteration 18Q (176191.400000 sec): 3 clusters
  Score: Raw -5929101.936474 + Penalty 5198.937487 = -5923902.998987
  nChanged 143
		SP:Iteration 19Q (176191.860000 sec): 3 clusters
  Score: Raw -5929204.905693 + Penalty 5198.937487 = -5924005.968206
  nChanged 87
		SP:Iteration 20F (176192.370000 sec): 3 clusters
  Score: Raw -5929244.815957 + Penalty 5198.937487 = -5924045.878470
  nChanged 59
		SP:Iteration 21Q (176192.810000 sec): 3 clusters
  Score: Raw -5929270.130285 + Penalty 5198.937487 = -5924071.192798
  nChanged 45
		SP:Iteration 22Q (176193.250000 sec): 3 clusters
  Score: Raw -5929286.942974 + Penalty 5198.937487 = -5924088.005487
  nChanged 29
		SP:Iteration 23Q (176193.700000 sec): 3 clusters
  Score: Raw -5929294.780399 + Penalty 5198.937487 = -5924095.842912
  nChanged 19
		SP:Iteration 24Q (176194.140000 sec): 3 clusters
  Score: Raw -5929299.564662 + Penalty 5198.937487 = -5924100.627174
  nChanged 5
		SP:Iteration 25Q (176194.560000 sec): 3 clusters
  Score: Raw -5929300.424633 + Penalty 5198.937487 = -5924101.487146
  nChanged 3
		SP:Iteration 26Q (176195.000000 sec): 3 clusters
  Score: Raw -5929300.809021 + Penalty 5198.937487 = -5924101.871534
  nChanged 4
		SP:Iteration 27Q (176195.450000 sec): 3 clusters
  Score: Raw -5929301.441639 + Penalty 5198.937487 = -5924102.504152
  nChanged 2
		SP:Iteration 28Q (176195.890000 sec): 3 clusters
  Score: Raw -5929302.025715 + Penalty 5198.937487 = -5924103.088228
  nChanged 4
		SP:Iteration 29Q (176196.280000 sec): 3 clusters
  Score: Raw -5929303.267147 + Penalty 5198.937487 = -5924104.329660
  nChanged 3
		SP:Iteration 30Q (176196.760000 sec): 3 clusters
  Score: Raw -5929304.122690 + Penalty 5198.937487 = -5924105.185203
  nChanged 5
		SP:Iteration 31Q (176197.130000 sec): 3 clusters
  Score: Raw -5929305.278845 + Penalty 5198.937487 = -5924106.341358
  nChanged 3
		SP:Iteration 32Q (176197.550000 sec): 3 clusters
  Score: Raw -5929305.760812 + Penalty 5198.937487 = -5924106.823325
  nChanged 2
		SP:Iteration 33Q (176197.950000 sec): 3 clusters
  Score: Raw -5929306.162818 + Penalty 5198.937487 = -5924107.225331
  nChanged 2
		SP:Iteration 34Q (176198.350000 sec): 3 clusters
  Score: Raw -5929306.569030 + Penalty 5198.937487 = -5924107.631543
  nChanged 1
		SP:Iteration 35Q (176198.760000 sec): 3 clusters
  Score: Raw -5929306.707118 + Penalty 5198.937487 = -5924107.769631
  nChanged 0
		SP:Iteration 36F (176199.220000 sec): 3 clusters
  Score: Raw -5929306.707118 + Penalty 5198.937487 = -5924107.769631
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 64 (5484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176199.390000 sec): 2 clusters
  Score: Raw -798910.533629 + Penalty 2135.178330 = -796775.355299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176199.580000 sec): 3 clusters
  Score: Raw -796278.988400 + Penalty 4270.356660 = -792008.631740
  nChanged 2165
		SP:Iteration 1F (176199.830000 sec): 3 clusters
  Score: Raw -797752.078767 + Penalty 4270.356660 = -793481.722107
  nChanged 533
		SP:Iteration 2F (176200.050000 sec): 3 clusters
  Score: Raw -798316.107252 + Penalty 4270.356660 = -794045.750591
  nChanged 425
		SP:Iteration 3F (176200.210000 sec): 3 clusters
  Score: Raw -798729.371217 + Penalty 4270.356660 = -794459.014557
  nChanged 327
		SP:Iteration 4F (176200.410000 sec): 3 clusters
  Score: Raw -799011.817710 + Penalty 4270.356660 = -794741.461049
  nChanged 257
		SP:Iteration 5Q (176200.610000 sec): 3 clusters
  Score: Raw -799199.191328 + Penalty 4270.356660 = -794928.834668
  nChanged 209
		SP:Iteration 6Q (176200.830000 sec): 3 clusters
  Score: Raw -799344.620427 + Penalty 4270.356660 = -795074.263767
  nChanged 173
		SP:Iteration 7Q (176201.050000 sec): 3 clusters
  Score: Raw -799452.810466 + Penalty 4270.356660 = -795182.453806
  nChanged 124
		SP:Iteration 8Q (176201.250000 sec): 3 clusters
  Score: Raw -799528.605535 + Penalty 4270.356660 = -795258.248875
  nChanged 106
		SP:Iteration 9Q (176201.470000 sec): 3 clusters
  Score: Raw -799581.198935 + Penalty 4270.356660 = -795310.842275
  nChanged 71
		SP:Iteration 10Q (176201.660000 sec): 3 clusters
  Score: Raw -799610.684198 + Penalty 4270.356660 = -795340.327538
  nChanged 43
		SP:Iteration 11Q (176201.860000 sec): 3 clusters
  Score: Raw -799627.615640 + Penalty 4270.356660 = -795357.258980
  nChanged 31
		SP:Iteration 12Q (176202.090000 sec): 3 clusters
  Score: Raw -799640.873624 + Penalty 4270.356660 = -795370.516964
  nChanged 32
		SP:Iteration 13Q (176202.240000 sec): 3 clusters
  Score: Raw -799652.021306 + Penalty 4270.356660 = -795381.664646
  nChanged 34
		SP:Iteration 14Q (176202.460000 sec): 3 clusters
  Score: Raw -799663.639627 + Penalty 4270.356660 = -795393.282967
  nChanged 33
		SP:Iteration 15Q (176202.680000 sec): 3 clusters
  Score: Raw -799675.867154 + Penalty 4270.356660 = -795405.510494
  nChanged 33
		SP:Iteration 16Q (176202.900000 sec): 3 clusters
  Score: Raw -799686.858369 + Penalty 4270.356660 = -795416.501709
  nChanged 25
		SP:Iteration 17Q (176203.110000 sec): 3 clusters
  Score: Raw -799694.903352 + Penalty 4270.356660 = -795424.546692
  nChanged 21
		SP:Iteration 18Q (176203.330000 sec): 3 clusters
  Score: Raw -799704.207257 + Penalty 4270.356660 = -795433.850597
  nChanged 29
		SP:Iteration 19Q (176203.610000 sec): 3 clusters
  Score: Raw -799714.108292 + Penalty 4270.356660 = -795443.751632
  nChanged 28
		SP:Iteration 20F (176203.790000 sec): 3 clusters
  Score: Raw -799724.714773 + Penalty 4270.356660 = -795454.358113
  nChanged 34
		SP:Iteration 21Q (176204.010000 sec): 3 clusters
  Score: Raw -799738.434577 + Penalty 4270.356660 = -795468.077917
  nChanged 42
		SP:Iteration 22Q (176204.240000 sec): 3 clusters
  Score: Raw -799758.756081 + Penalty 4270.356660 = -795488.399421
  nChanged 52
		SP:Iteration 23Q (176204.440000 sec): 3 clusters
  Score: Raw -799783.736986 + Penalty 4270.356660 = -795513.380326
  nChanged 45
		SP:Iteration 24Q (176204.650000 sec): 3 clusters
  Score: Raw -799802.560260 + Penalty 4270.356660 = -795532.203600
  nChanged 37
		SP:Iteration 25Q (176204.820000 sec): 3 clusters
  Score: Raw -799817.106360 + Penalty 4270.356660 = -795546.749699
  nChanged 42
		SP:Iteration 26Q (176205.060000 sec): 3 clusters
  Score: Raw -799834.560547 + Penalty 4270.356660 = -795564.203886
  nChanged 48
		SP:Iteration 27Q (176205.270000 sec): 3 clusters
  Score: Raw -799853.277255 + Penalty 4270.356660 = -795582.920595
  nChanged 46
		SP:Iteration 28Q (176205.520000 sec): 3 clusters
  Score: Raw -799871.503872 + Penalty 4270.356660 = -795601.147212
  nChanged 52
		SP:Iteration 29Q (176205.790000 sec): 3 clusters
  Score: Raw -799894.966819 + Penalty 4270.356660 = -795624.610159
  nChanged 54
		SP:Iteration 30Q (176206.010000 sec): 3 clusters
  Score: Raw -799919.442698 + Penalty 4270.356660 = -795649.086038
  nChanged 43
		SP:Iteration 31Q (176206.230000 sec): 3 clusters
  Score: Raw -799937.257290 + Penalty 4270.356660 = -795666.900629
  nChanged 38
		SP:Iteration 32Q (176206.410000 sec): 3 clusters
  Score: Raw -799954.565331 + Penalty 4270.356660 = -795684.208671
  nChanged 40
		SP:Iteration 33Q (176206.650000 sec): 3 clusters
  Score: Raw -799971.842378 + Penalty 4270.356660 = -795701.485718
  nChanged 38
		SP:Iteration 34Q (176206.810000 sec): 3 clusters
  Score: Raw -799995.041696 + Penalty 4270.356660 = -795724.685036
  nChanged 54
		SP:Iteration 35Q (176207.030000 sec): 3 clusters
  Score: Raw -800015.575879 + Penalty 4270.356660 = -795745.219219
  nChanged 39
		SP:Iteration 36Q (176207.210000 sec): 3 clusters
  Score: Raw -800034.601236 + Penalty 4270.356660 = -795764.244576
  nChanged 48
		SP:Iteration 37Q (176207.410000 sec): 3 clusters
  Score: Raw -800056.206521 + Penalty 4270.356660 = -795785.849861
  nChanged 27
		SP:Iteration 38Q (176207.640000 sec): 3 clusters
  Score: Raw -800064.101646 + Penalty 4270.356660 = -795793.744985
  nChanged 23
		SP:Iteration 39Q (176207.840000 sec): 3 clusters
  Score: Raw -800072.400973 + Penalty 4270.356660 = -795802.044312
  nChanged 20
		SP:Iteration 40F (176208.050000 sec): 3 clusters
  Score: Raw -800080.871819 + Penalty 4270.356660 = -795810.515159
  nChanged 19
		SP:Iteration 41Q (176208.280000 sec): 3 clusters
  Score: Raw -800086.779941 + Penalty 4270.356660 = -795816.423281
  nChanged 19
		SP:Iteration 42Q (176208.510000 sec): 3 clusters
  Score: Raw -800095.265563 + Penalty 4270.356660 = -795824.908903
  nChanged 18
		SP:Iteration 43Q (176208.750000 sec): 3 clusters
  Score: Raw -800104.521113 + Penalty 4270.356660 = -795834.164453
  nChanged 27
		SP:Iteration 44Q (176209.030000 sec): 3 clusters
  Score: Raw -800115.635321 + Penalty 4270.356660 = -795845.278661
  nChanged 25
		SP:Iteration 45Q (176209.230000 sec): 3 clusters
  Score: Raw -800125.128283 + Penalty 4270.356660 = -795854.771623
  nChanged 13
		SP:Iteration 46Q (176209.390000 sec): 3 clusters
  Score: Raw -800130.036097 + Penalty 4270.356660 = -795859.679437
  nChanged 20
		SP:Iteration 47Q (176209.550000 sec): 3 clusters
  Score: Raw -800135.992770 + Penalty 4270.356660 = -795865.636110
  nChanged 14
		SP:Iteration 48Q (176209.730000 sec): 3 clusters
  Score: Raw -800140.086053 + Penalty 4270.356660 = -795869.729393
  nChanged 11
		SP:Iteration 49Q (176209.930000 sec): 3 clusters
  Score: Raw -800143.505299 + Penalty 4270.356660 = -795873.148639
  nChanged 9
		SP:Iteration 50Q (176210.120000 sec): 3 clusters
  Score: Raw -800145.792696 + Penalty 4270.356660 = -795875.436035
  nChanged 7
		SP:Iteration 51Q (176210.320000 sec): 3 clusters
  Score: Raw -800147.763417 + Penalty 4270.356660 = -795877.406756
  nChanged 12
		SP:Iteration 52Q (176210.470000 sec): 3 clusters
  Score: Raw -800152.298591 + Penalty 4270.356660 = -795881.941931
  nChanged 14
		SP:Iteration 53Q (176210.700000 sec): 3 clusters
  Score: Raw -800156.222989 + Penalty 4270.356660 = -795885.866329
  nChanged 12
		SP:Iteration 54Q (176210.920000 sec): 3 clusters
  Score: Raw -800159.904815 + Penalty 4270.356660 = -795889.548155
  nChanged 8
		SP:Iteration 55Q (176211.100000 sec): 3 clusters
  Score: Raw -800163.023521 + Penalty 4270.356660 = -795892.666861
  nChanged 12
		SP:Iteration 56Q (176211.250000 sec): 3 clusters
  Score: Raw -800166.955126 + Penalty 4270.356660 = -795896.598466
  nChanged 12
		SP:Iteration 57Q (176211.460000 sec): 3 clusters
  Score: Raw -800170.801962 + Penalty 4270.356660 = -795900.445302
  nChanged 5
		SP:Iteration 58Q (176211.630000 sec): 3 clusters
  Score: Raw -800173.366208 + Penalty 4270.356660 = -795903.009548
  nChanged 7
		SP:Iteration 59Q (176211.860000 sec): 3 clusters
  Score: Raw -800175.318282 + Penalty 4270.356660 = -795904.961622
  nChanged 5
		SP:Iteration 60F (176212.050000 sec): 3 clusters
  Score: Raw -800176.693799 + Penalty 4270.356660 = -795906.337139
  nChanged 2
		SP:Iteration 61Q (176212.230000 sec): 3 clusters
  Score: Raw -800177.475232 + Penalty 4270.356660 = -795907.118572
  nChanged 2
		SP:Iteration 62Q (176212.430000 sec): 3 clusters
  Score: Raw -800177.974038 + Penalty 4270.356660 = -795907.617378
  nChanged 2
		SP:Iteration 63Q (176212.660000 sec): 3 clusters
  Score: Raw -800178.587068 + Penalty 4270.356660 = -795908.230408
  nChanged 3
		SP:Iteration 64Q (176212.870000 sec): 3 clusters
  Score: Raw -800179.525402 + Penalty 4270.356660 = -795909.168742
  nChanged 5
		SP:Iteration 65Q (176213.090000 sec): 3 clusters
  Score: Raw -800182.235158 + Penalty 4270.356660 = -795911.878498
  nChanged 10
		SP:Iteration 66Q (176213.350000 sec): 3 clusters
  Score: Raw -800185.061473 + Penalty 4270.356660 = -795914.704813
  nChanged 9
		SP:Iteration 67Q (176213.560000 sec): 3 clusters
  Score: Raw -800187.161709 + Penalty 4270.356660 = -795916.805048
  nChanged 7
		SP:Iteration 68Q (176213.700000 sec): 3 clusters
  Score: Raw -800188.615899 + Penalty 4270.356660 = -795918.259239
  nChanged 8
		SP:Iteration 69Q (176213.890000 sec): 3 clusters
  Score: Raw -800191.506352 + Penalty 4270.356660 = -795921.149692
  nChanged 5
		SP:Iteration 70Q (176214.120000 sec): 3 clusters
  Score: Raw -800192.222364 + Penalty 4270.356660 = -795921.865704
  nChanged 6
		SP:Iteration 71Q (176214.290000 sec): 3 clusters
  Score: Raw -800193.337723 + Penalty 4270.356660 = -795922.981063
  nChanged 5
		SP:Iteration 72Q (176214.510000 sec): 3 clusters
  Score: Raw -800194.376652 + Penalty 4270.356660 = -795924.019992
  nChanged 3
		SP:Iteration 73Q (176214.740000 sec): 3 clusters
  Score: Raw -800195.523093 + Penalty 4270.356660 = -795925.166433
  nChanged 6
		SP:Iteration 74Q (176214.940000 sec): 3 clusters
  Score: Raw -800197.339418 + Penalty 4270.356660 = -795926.982758
  nChanged 5
		SP:Iteration 75Q (176215.160000 sec): 3 clusters
  Score: Raw -800198.364791 + Penalty 4270.356660 = -795928.008130
  nChanged 4
		SP:Iteration 76Q (176215.330000 sec): 3 clusters
  Score: Raw -800199.501457 + Penalty 4270.356660 = -795929.144796
  nChanged 5
		SP:Iteration 77Q (176215.520000 sec): 3 clusters
  Score: Raw -800200.602518 + Penalty 4270.356660 = -795930.245858
  nChanged 1
		SP:Iteration 78Q (176215.680000 sec): 3 clusters
  Score: Raw -800200.707317 + Penalty 4270.356660 = -795930.350657
  nChanged 0
		SP:Iteration 79F (176215.900000 sec): 3 clusters
  Score: Raw -800200.707317 + Penalty 4270.356660 = -795930.350657
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 65 (8966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176215.990000 sec): 2 clusters
  Score: Raw -1428140.134937 + Penalty 2257.096341 = -1425883.038596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176216.200000 sec): 3 clusters
  Score: Raw -1423383.922918 + Penalty 4514.192683 = -1418869.730235
  nChanged 3684
		SP:Iteration 1F (176216.470000 sec): 3 clusters
  Score: Raw -1425417.496170 + Penalty 4514.192683 = -1420903.303487
  nChanged 709
		SP:Iteration 2F (176216.610000 sec): 3 clusters
  Score: Raw -1425934.256063 + Penalty 4514.192683 = -1421420.063380
  nChanged 696
		SP:Iteration 3F (176216.780000 sec): 3 clusters
  Score: Raw -1426554.334839 + Penalty 4514.192683 = -1422040.142156
  nChanged 698
		SP:Iteration 4F (176216.960000 sec): 3 clusters
  Score: Raw -1427193.099888 + Penalty 4514.192683 = -1422678.907205
  nChanged 619
		SP:Iteration 5F (176217.220000 sec): 3 clusters
  Score: Raw -1427689.791347 + Penalty 4514.192683 = -1423175.598664
  nChanged 440
		SP:Iteration 6Q (176217.400000 sec): 3 clusters
  Score: Raw -1427993.275530 + Penalty 4514.192683 = -1423479.082847
  nChanged 318
		SP:Iteration 7Q (176217.570000 sec): 3 clusters
  Score: Raw -1428206.136607 + Penalty 4514.192683 = -1423691.943924
  nChanged 268
		SP:Iteration 8Q (176217.740000 sec): 3 clusters
  Score: Raw -1428344.871304 + Penalty 4514.192683 = -1423830.678621
  nChanged 194
		SP:Iteration 9Q (176217.940000 sec): 3 clusters
  Score: Raw -1428423.935209 + Penalty 4514.192683 = -1423909.742526
  nChanged 160
		SP:Iteration 10Q (176218.200000 sec): 3 clusters
  Score: Raw -1428481.537455 + Penalty 4514.192683 = -1423967.344773
  nChanged 103
		SP:Iteration 11Q (176218.400000 sec): 3 clusters
  Score: Raw -1428509.928085 + Penalty 4514.192683 = -1423995.735402
  nChanged 72
		SP:Iteration 12Q (176218.560000 sec): 3 clusters
  Score: Raw -1428530.338857 + Penalty 4514.192683 = -1424016.146174
  nChanged 60
		SP:Iteration 13Q (176218.750000 sec): 3 clusters
  Score: Raw -1428545.570944 + Penalty 4514.192683 = -1424031.378261
  nChanged 48
		SP:Iteration 14Q (176218.930000 sec): 3 clusters
  Score: Raw -1428557.372398 + Penalty 4514.192683 = -1424043.179716
  nChanged 35
		SP:Iteration 15Q (176219.110000 sec): 3 clusters
  Score: Raw -1428565.934544 + Penalty 4514.192683 = -1424051.741862
  nChanged 39
		SP:Iteration 16Q (176219.370000 sec): 3 clusters
  Score: Raw -1428574.279671 + Penalty 4514.192683 = -1424060.086988
  nChanged 36
		SP:Iteration 17Q (176219.590000 sec): 3 clusters
  Score: Raw -1428581.763466 + Penalty 4514.192683 = -1424067.570784
  nChanged 36
		SP:Iteration 18Q (176219.800000 sec): 3 clusters
  Score: Raw -1428588.325105 + Penalty 4514.192683 = -1424074.132422
  nChanged 30
		SP:Iteration 19Q (176219.970000 sec): 3 clusters
  Score: Raw -1428593.901555 + Penalty 4514.192683 = -1424079.708873
  nChanged 27
		SP:Iteration 20F (176220.250000 sec): 3 clusters
  Score: Raw -1428598.038919 + Penalty 4514.192683 = -1424083.846236
  nChanged 20
		SP:Iteration 21Q (176220.450000 sec): 3 clusters
  Score: Raw -1428601.401320 + Penalty 4514.192683 = -1424087.208638
  nChanged 14
		SP:Iteration 22Q (176220.610000 sec): 3 clusters
  Score: Raw -1428603.945409 + Penalty 4514.192683 = -1424089.752727
  nChanged 13
		SP:Iteration 23Q (176220.800000 sec): 3 clusters
  Score: Raw -1428606.422765 + Penalty 4514.192683 = -1424092.230082
  nChanged 12
		SP:Iteration 24Q (176221.030000 sec): 3 clusters
  Score: Raw -1428608.726476 + Penalty 4514.192683 = -1424094.533793
  nChanged 13
		SP:Iteration 25Q (176221.300000 sec): 3 clusters
  Score: Raw -1428611.137867 + Penalty 4514.192683 = -1424096.945184
  nChanged 14
		SP:Iteration 26Q (176221.530000 sec): 3 clusters
  Score: Raw -1428614.387199 + Penalty 4514.192683 = -1424100.194516
  nChanged 16
		SP:Iteration 27Q (176221.800000 sec): 3 clusters
  Score: Raw -1428617.173217 + Penalty 4514.192683 = -1424102.980534
  nChanged 21
		SP:Iteration 28Q (176222.040000 sec): 3 clusters
  Score: Raw -1428621.032520 + Penalty 4514.192683 = -1424106.839837
  nChanged 19
		SP:Iteration 29Q (176222.240000 sec): 3 clusters
  Score: Raw -1428625.207677 + Penalty 4514.192683 = -1424111.014995
  nChanged 19
		SP:Iteration 30Q (176222.460000 sec): 3 clusters
  Score: Raw -1428628.640170 + Penalty 4514.192683 = -1424114.447488
  nChanged 20
		SP:Iteration 31Q (176222.700000 sec): 3 clusters
  Score: Raw -1428632.370508 + Penalty 4514.192683 = -1424118.177825
  nChanged 23
		SP:Iteration 32Q (176222.860000 sec): 3 clusters
  Score: Raw -1428636.107566 + Penalty 4514.192683 = -1424121.914883
  nChanged 15
		SP:Iteration 33Q (176223.120000 sec): 3 clusters
  Score: Raw -1428638.747369 + Penalty 4514.192683 = -1424124.554687
  nChanged 13
		SP:Iteration 34Q (176223.330000 sec): 3 clusters
  Score: Raw -1428640.998701 + Penalty 4514.192683 = -1424126.806019
  nChanged 7
		SP:Iteration 35Q (176223.530000 sec): 3 clusters
  Score: Raw -1428642.108951 + Penalty 4514.192683 = -1424127.916269
  nChanged 9
		SP:Iteration 36Q (176223.740000 sec): 3 clusters
  Score: Raw -1428643.833238 + Penalty 4514.192683 = -1424129.640556
  nChanged 10
		SP:Iteration 37Q (176223.980000 sec): 3 clusters
  Score: Raw -1428645.849123 + Penalty 4514.192683 = -1424131.656440
  nChanged 11
		SP:Iteration 38Q (176224.200000 sec): 3 clusters
  Score: Raw -1428647.576906 + Penalty 4514.192683 = -1424133.384224
  nChanged 13
		SP:Iteration 39Q (176224.430000 sec): 3 clusters
  Score: Raw -1428649.266892 + Penalty 4514.192683 = -1424135.074209
  nChanged 11
		SP:Iteration 40F (176224.660000 sec): 3 clusters
  Score: Raw -1428650.758940 + Penalty 4514.192683 = -1424136.566258
  nChanged 12
		SP:Iteration 41Q (176224.780000 sec): 3 clusters
  Score: Raw -1428652.659988 + Penalty 4514.192683 = -1424138.467306
  nChanged 11
		SP:Iteration 42Q (176225.000000 sec): 3 clusters
  Score: Raw -1428655.096169 + Penalty 4514.192683 = -1424140.903486
  nChanged 13
		SP:Iteration 43Q (176225.240000 sec): 3 clusters
  Score: Raw -1428657.879815 + Penalty 4514.192683 = -1424143.687132
  nChanged 20
		SP:Iteration 44Q (176225.450000 sec): 3 clusters
  Score: Raw -1428662.754678 + Penalty 4514.192683 = -1424148.561995
  nChanged 27
		SP:Iteration 45Q (176225.710000 sec): 3 clusters
  Score: Raw -1428667.725264 + Penalty 4514.192683 = -1424153.532581
  nChanged 18
		SP:Iteration 46Q (176225.840000 sec): 3 clusters
  Score: Raw -1428670.640789 + Penalty 4514.192683 = -1424156.448106
  nChanged 11
		SP:Iteration 47Q (176226.030000 sec): 3 clusters
  Score: Raw -1428672.869517 + Penalty 4514.192683 = -1424158.676835
  nChanged 11
		SP:Iteration 48Q (176226.300000 sec): 3 clusters
  Score: Raw -1428674.827417 + Penalty 4514.192683 = -1424160.634734
  nChanged 7
		SP:Iteration 49Q (176226.500000 sec): 3 clusters
  Score: Raw -1428675.675590 + Penalty 4514.192683 = -1424161.482908
  nChanged 4
		SP:Iteration 50Q (176226.740000 sec): 3 clusters
  Score: Raw -1428676.388526 + Penalty 4514.192683 = -1424162.195843
  nChanged 7
		SP:Iteration 51Q (176226.950000 sec): 3 clusters
  Score: Raw -1428677.571869 + Penalty 4514.192683 = -1424163.379186
  nChanged 3
		SP:Iteration 52Q (176227.140000 sec): 3 clusters
  Score: Raw -1428678.034170 + Penalty 4514.192683 = -1424163.841487
  nChanged 4
		SP:Iteration 53Q (176227.420000 sec): 3 clusters
  Score: Raw -1428678.666211 + Penalty 4514.192683 = -1424164.473528
  nChanged 3
		SP:Iteration 54Q (176227.580000 sec): 3 clusters
  Score: Raw -1428679.012285 + Penalty 4514.192683 = -1424164.819603
  nChanged 2
		SP:Iteration 55Q (176227.790000 sec): 3 clusters
  Score: Raw -1428679.336106 + Penalty 4514.192683 = -1424165.143424
  nChanged 3
		SP:Iteration 56Q (176228.000000 sec): 3 clusters
  Score: Raw -1428679.774301 + Penalty 4514.192683 = -1424165.581619
  nChanged 5
		SP:Iteration 57Q (176228.200000 sec): 3 clusters
  Score: Raw -1428680.498605 + Penalty 4514.192683 = -1424166.305922
  nChanged 6
		SP:Iteration 58Q (176228.440000 sec): 3 clusters
  Score: Raw -1428681.343532 + Penalty 4514.192683 = -1424167.150850
  nChanged 3
		SP:Iteration 59Q (176228.670000 sec): 3 clusters
  Score: Raw -1428681.952277 + Penalty 4514.192683 = -1424167.759594
  nChanged 3
		SP:Iteration 60F (176228.880000 sec): 3 clusters
  Score: Raw -1428682.486324 + Penalty 4514.192683 = -1424168.293642
  nChanged 2
		SP:Iteration 61Q (176229.080000 sec): 3 clusters
  Score: Raw -1428682.747461 + Penalty 4514.192683 = -1424168.554779
  nChanged 1
		SP:Iteration 62Q (176229.320000 sec): 3 clusters
  Score: Raw -1428682.885070 + Penalty 4514.192683 = -1424168.692387
  nChanged 0
		SP:Iteration 63F (176229.580000 sec): 3 clusters
  Score: Raw -1428682.885070 + Penalty 4514.192683 = -1424168.692387
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 66 (1247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176229.670000 sec): 2 clusters
  Score: Raw -182945.682883 + Penalty 1767.866995 = -181177.815889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176229.820000 sec): 3 clusters
  Score: Raw -182649.203137 + Penalty 3535.733989 = -179113.469148
  nChanged 380
		SP:Iteration 1F (176229.960000 sec): 3 clusters
  Score: Raw -183247.150353 + Penalty 3535.733989 = -179711.416364
  nChanged 168
		SP:Iteration 2F (176230.100000 sec): 3 clusters
  Score: Raw -183658.323368 + Penalty 3535.733989 = -180122.589379
  nChanged 108
		SP:Iteration 3F (176230.240000 sec): 3 clusters
  Score: Raw -183883.731617 + Penalty 3535.733989 = -180347.997628
  nChanged 55
		SP:Iteration 4Q (176230.360000 sec): 3 clusters
  Score: Raw -183972.345579 + Penalty 3535.733989 = -180436.611589
  nChanged 34
		SP:Iteration 5Q (176230.500000 sec): 3 clusters
  Score: Raw -184021.832802 + Penalty 3535.733989 = -180486.098813
  nChanged 22
		SP:Iteration 6Q (176230.680000 sec): 3 clusters
  Score: Raw -184061.870401 + Penalty 3535.733989 = -180526.136412
  nChanged 19
		SP:Iteration 7Q (176230.820000 sec): 3 clusters
  Score: Raw -184090.636748 + Penalty 3535.733989 = -180554.902759
  nChanged 14
		SP:Iteration 8Q (176230.960000 sec): 3 clusters
  Score: Raw -184110.736781 + Penalty 3535.733989 = -180575.002792
  nChanged 11
		SP:Iteration 9Q (176231.100000 sec): 3 clusters
  Score: Raw -184132.751375 + Penalty 3535.733989 = -180597.017386
  nChanged 14
		SP:Iteration 10Q (176231.260000 sec): 3 clusters
  Score: Raw -184148.146161 + Penalty 3535.733989 = -180612.412172
  nChanged 7
		SP:Iteration 11Q (176231.400000 sec): 3 clusters
  Score: Raw -184160.552499 + Penalty 3535.733989 = -180624.818510
  nChanged 5
		SP:Iteration 12Q (176231.540000 sec): 3 clusters
  Score: Raw -184165.159843 + Penalty 3535.733989 = -180629.425854
  nChanged 4
		SP:Iteration 13Q (176231.690000 sec): 3 clusters
  Score: Raw -184176.807896 + Penalty 3535.733989 = -180641.073907
  nChanged 3
		SP:Iteration 14Q (176231.840000 sec): 3 clusters
  Score: Raw -184195.037924 + Penalty 3535.733989 = -180659.303935
  nChanged 9
		SP:Iteration 15Q (176231.990000 sec): 3 clusters
  Score: Raw -184205.644357 + Penalty 3535.733989 = -180669.910368
  nChanged 5
		SP:Iteration 16Q (176232.100000 sec): 3 clusters
  Score: Raw -184213.903677 + Penalty 3535.733989 = -180678.169688
  nChanged 6
		SP:Iteration 17Q (176232.260000 sec): 3 clusters
  Score: Raw -184224.054261 + Penalty 3535.733989 = -180688.320272
  nChanged 4
		SP:Iteration 18Q (176232.340000 sec): 3 clusters
  Score: Raw -184228.254326 + Penalty 3535.733989 = -180692.520336
  nChanged 1
		SP:Iteration 19Q (176232.490000 sec): 3 clusters
  Score: Raw -184229.068292 + Penalty 3535.733989 = -180693.334303
  nChanged 0
		SP:Iteration 20F (176232.680000 sec): 3 clusters
  Score: Raw -184229.068292 + Penalty 3535.733989 = -180693.334303
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 67 (1650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176232.790000 sec): 2 clusters
  Score: Raw -258310.440066 + Penalty 1837.315581 = -256473.124485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176232.940000 sec): 3 clusters
  Score: Raw -257764.873027 + Penalty 3674.631161 = -254090.241866
  nChanged 507
		SP:Iteration 1F (176233.100000 sec): 3 clusters
  Score: Raw -258148.039749 + Penalty 3674.631161 = -254473.408588
  nChanged 111
		SP:Iteration 2F (176233.240000 sec): 3 clusters
  Score: Raw -258266.063350 + Penalty 3674.631161 = -254591.432188
  nChanged 75
		SP:Iteration 3Q (176233.420000 sec): 3 clusters
  Score: Raw -258335.082344 + Penalty 3674.631161 = -254660.451183
  nChanged 51
		SP:Iteration 4Q (176233.520000 sec): 3 clusters
  Score: Raw -258383.334008 + Penalty 3674.631161 = -254708.702847
  nChanged 42
		SP:Iteration 5Q (176233.610000 sec): 3 clusters
  Score: Raw -258430.794444 + Penalty 3674.631161 = -254756.163283
  nChanged 31
		SP:Iteration 6Q (176233.760000 sec): 3 clusters
  Score: Raw -258462.812110 + Penalty 3674.631161 = -254788.180949
  nChanged 26
		SP:Iteration 7Q (176233.870000 sec): 3 clusters
  Score: Raw -258487.797403 + Penalty 3674.631161 = -254813.166241
  nChanged 15
		SP:Iteration 8Q (176233.970000 sec): 3 clusters
  Score: Raw -258502.014977 + Penalty 3674.631161 = -254827.383816
  nChanged 10
		SP:Iteration 9Q (176234.120000 sec): 3 clusters
  Score: Raw -258511.216148 + Penalty 3674.631161 = -254836.584986
  nChanged 11
		SP:Iteration 10Q (176234.210000 sec): 3 clusters
  Score: Raw -258519.201198 + Penalty 3674.631161 = -254844.570037
  nChanged 13
		SP:Iteration 11Q (176234.340000 sec): 3 clusters
  Score: Raw -258530.652296 + Penalty 3674.631161 = -254856.021135
  nChanged 7
		SP:Iteration 12Q (176234.480000 sec): 3 clusters
  Score: Raw -258533.831584 + Penalty 3674.631161 = -254859.200423
  nChanged 5
		SP:Iteration 13Q (176234.590000 sec): 3 clusters
  Score: Raw -258536.466386 + Penalty 3674.631161 = -254861.835225
  nChanged 5
		SP:Iteration 14Q (176234.690000 sec): 3 clusters
  Score: Raw -258540.185815 + Penalty 3674.631161 = -254865.554654
  nChanged 6
		SP:Iteration 15Q (176234.840000 sec): 3 clusters
  Score: Raw -258546.283610 + Penalty 3674.631161 = -254871.652449
  nChanged 7
		SP:Iteration 16Q (176234.940000 sec): 3 clusters
  Score: Raw -258553.797373 + Penalty 3674.631161 = -254879.166212
  nChanged 7
		SP:Iteration 17Q (176235.080000 sec): 3 clusters
  Score: Raw -258559.147203 + Penalty 3674.631161 = -254884.516042
  nChanged 3
		SP:Iteration 18Q (176235.220000 sec): 3 clusters
  Score: Raw -258564.102725 + Penalty 3674.631161 = -254889.471564
  nChanged 7
		SP:Iteration 19Q (176235.320000 sec): 3 clusters
  Score: Raw -258570.150598 + Penalty 3674.631161 = -254895.519437
  nChanged 3
		SP:Iteration 20F (176235.420000 sec): 3 clusters
  Score: Raw -258572.091960 + Penalty 3674.631161 = -254897.460799
  nChanged 1
		SP:Iteration 21Q (176235.510000 sec): 3 clusters
  Score: Raw -258573.384200 + Penalty 3674.631161 = -254898.753039
  nChanged 2
		SP:Iteration 22Q (176235.610000 sec): 3 clusters
  Score: Raw -258574.596142 + Penalty 3674.631161 = -254899.964981
  nChanged 0
		SP:Iteration 23F (176235.700000 sec): 3 clusters
  Score: Raw -258574.596142 + Penalty 3674.631161 = -254899.964981
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 68 (4421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176235.830000 sec): 2 clusters
  Score: Raw -688980.102537 + Penalty 2081.742056 = -686898.360481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176235.980000 sec): 3 clusters
  Score: Raw -686959.849594 + Penalty 4163.484112 = -682796.365481
  nChanged 1684
		SP:Iteration 1F (176236.180000 sec): 3 clusters
  Score: Raw -687973.683098 + Penalty 4163.484112 = -683810.198986
  nChanged 329
		SP:Iteration 2F (176236.350000 sec): 3 clusters
  Score: Raw -688156.575418 + Penalty 4163.484112 = -683993.091306
  nChanged 197
		SP:Iteration 3Q (176236.540000 sec): 3 clusters
  Score: Raw -688269.346238 + Penalty 4163.484112 = -684105.862126
  nChanged 158
		SP:Iteration 4Q (176236.770000 sec): 3 clusters
  Score: Raw -688369.620701 + Penalty 4163.484112 = -684206.136589
  nChanged 175
		SP:Iteration 5Q (176236.940000 sec): 3 clusters
  Score: Raw -688501.974014 + Penalty 4163.484112 = -684338.489901
  nChanged 192
		SP:Iteration 6Q (176237.100000 sec): 3 clusters
  Score: Raw -688677.081064 + Penalty 4163.484112 = -684513.596952
  nChanged 248
		SP:Iteration 7F (176237.380000 sec): 3 clusters
  Score: Raw -688930.657504 + Penalty 4163.484112 = -684767.173392
  nChanged 248
		SP:Iteration 8F (176237.620000 sec): 3 clusters
  Score: Raw -689238.148214 + Penalty 4163.484112 = -685074.664102
  nChanged 260
		SP:Iteration 9F (176237.840000 sec): 3 clusters
  Score: Raw -689561.975660 + Penalty 4163.484112 = -685398.491548
  nChanged 223
		SP:Iteration 10F (176238.040000 sec): 3 clusters
  Score: Raw -689784.859824 + Penalty 4163.484112 = -685621.375712
  nChanged 151
		SP:Iteration 11Q (176238.240000 sec): 3 clusters
  Score: Raw -689910.465359 + Penalty 4163.484112 = -685746.981247
  nChanged 95
		SP:Iteration 12Q (176238.420000 sec): 3 clusters
  Score: Raw -689997.717815 + Penalty 4163.484112 = -685834.233702
  nChanged 89
		SP:Iteration 13Q (176238.580000 sec): 3 clusters
  Score: Raw -690056.646097 + Penalty 4163.484112 = -685893.161985
  nChanged 53
		SP:Iteration 14Q (176238.780000 sec): 3 clusters
  Score: Raw -690087.150484 + Penalty 4163.484112 = -685923.666372
  nChanged 47
		SP:Iteration 15Q (176238.940000 sec): 3 clusters
  Score: Raw -690110.656238 + Penalty 4163.484112 = -685947.172126
  nChanged 35
		SP:Iteration 16Q (176239.090000 sec): 3 clusters
  Score: Raw -690126.776438 + Penalty 4163.484112 = -685963.292326
  nChanged 26
		SP:Iteration 17Q (176239.290000 sec): 3 clusters
  Score: Raw -690138.150832 + Penalty 4163.484112 = -685974.666720
  nChanged 24
		SP:Iteration 18Q (176239.400000 sec): 3 clusters
  Score: Raw -690151.601702 + Penalty 4163.484112 = -685988.117590
  nChanged 19
		SP:Iteration 19Q (176239.600000 sec): 3 clusters
  Score: Raw -690160.572940 + Penalty 4163.484112 = -685997.088828
  nChanged 20
		SP:Iteration 20F (176239.810000 sec): 3 clusters
  Score: Raw -690168.199677 + Penalty 4163.484112 = -686004.715565
  nChanged 17
		SP:Iteration 21Q (176239.940000 sec): 3 clusters
  Score: Raw -690175.192514 + Penalty 4163.484112 = -686011.708402
  nChanged 19
		SP:Iteration 22Q (176240.160000 sec): 3 clusters
  Score: Raw -690181.750508 + Penalty 4163.484112 = -686018.266396
  nChanged 9
		SP:Iteration 23Q (176240.290000 sec): 3 clusters
  Score: Raw -690185.285691 + Penalty 4163.484112 = -686021.801579
  nChanged 2
		SP:Iteration 24Q (176240.480000 sec): 3 clusters
  Score: Raw -690186.012927 + Penalty 4163.484112 = -686022.528814
  nChanged 0
		SP:Iteration 25F (176240.630000 sec): 3 clusters
  Score: Raw -690186.012927 + Penalty 4163.484112 = -686022.528814
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 69 (2419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176240.750000 sec): 2 clusters
  Score: Raw -388213.720402 + Penalty 1932.195159 = -386281.525243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176240.870000 sec): 3 clusters
  Score: Raw -387228.932967 + Penalty 3864.390317 = -383364.542649
  nChanged 820
		SP:Iteration 1F (176241.030000 sec): 3 clusters
  Score: Raw -387760.435228 + Penalty 3864.390317 = -383896.044911
  nChanged 184
		SP:Iteration 2F (176241.150000 sec): 3 clusters
  Score: Raw -387902.996683 + Penalty 3864.390317 = -384038.606366
  nChanged 109
		SP:Iteration 3Q (176241.290000 sec): 3 clusters
  Score: Raw -387978.813095 + Penalty 3864.390317 = -384114.422778
  nChanged 77
		SP:Iteration 4Q (176241.450000 sec): 3 clusters
  Score: Raw -388048.518905 + Penalty 3864.390317 = -384184.128588
  nChanged 74
		SP:Iteration 5Q (176241.590000 sec): 3 clusters
  Score: Raw -388102.167476 + Penalty 3864.390317 = -384237.777159
  nChanged 69
		SP:Iteration 6Q (176241.740000 sec): 3 clusters
  Score: Raw -388147.978633 + Penalty 3864.390317 = -384283.588315
  nChanged 51
		SP:Iteration 7Q (176241.930000 sec): 3 clusters
  Score: Raw -388182.990885 + Penalty 3864.390317 = -384318.600568
  nChanged 43
		SP:Iteration 8Q (176242.080000 sec): 3 clusters
  Score: Raw -388220.128436 + Penalty 3864.390317 = -384355.738118
  nChanged 54
		SP:Iteration 9Q (176242.240000 sec): 3 clusters
  Score: Raw -388261.514738 + Penalty 3864.390317 = -384397.124421
  nChanged 37
		SP:Iteration 10Q (176242.390000 sec): 3 clusters
  Score: Raw -388285.834225 + Penalty 3864.390317 = -384421.443908
  nChanged 33
		SP:Iteration 11Q (176242.540000 sec): 3 clusters
  Score: Raw -388305.511747 + Penalty 3864.390317 = -384441.121430
  nChanged 27
		SP:Iteration 12Q (176242.660000 sec): 3 clusters
  Score: Raw -388320.746568 + Penalty 3864.390317 = -384456.356251
  nChanged 17
		SP:Iteration 13Q (176242.830000 sec): 3 clusters
  Score: Raw -388330.944667 + Penalty 3864.390317 = -384466.554350
  nChanged 20
		SP:Iteration 14Q (176242.980000 sec): 3 clusters
  Score: Raw -388342.467178 + Penalty 3864.390317 = -384478.076861
  nChanged 25
		SP:Iteration 15Q (176243.120000 sec): 3 clusters
  Score: Raw -388360.429073 + Penalty 3864.390317 = -384496.038756
  nChanged 28
		SP:Iteration 16Q (176243.220000 sec): 3 clusters
  Score: Raw -388381.026144 + Penalty 3864.390317 = -384516.635827
  nChanged 24
		SP:Iteration 17Q (176243.380000 sec): 3 clusters
  Score: Raw -388397.168976 + Penalty 3864.390317 = -384532.778659
  nChanged 20
		SP:Iteration 18Q (176243.520000 sec): 3 clusters
  Score: Raw -388411.607594 + Penalty 3864.390317 = -384547.217277
  nChanged 15
		SP:Iteration 19Q (176243.680000 sec): 3 clusters
  Score: Raw -388420.993574 + Penalty 3864.390317 = -384556.603257
  nChanged 15
		SP:Iteration 20F (176243.830000 sec): 3 clusters
  Score: Raw -388430.654118 + Penalty 3864.390317 = -384566.263800
  nChanged 14
		SP:Iteration 21Q (176244.020000 sec): 3 clusters
  Score: Raw -388438.663883 + Penalty 3864.390317 = -384574.273566
  nChanged 11
		SP:Iteration 22Q (176244.240000 sec): 3 clusters
  Score: Raw -388443.407431 + Penalty 3864.390317 = -384579.017114
  nChanged 5
		SP:Iteration 23Q (176244.410000 sec): 3 clusters
  Score: Raw -388445.487046 + Penalty 3864.390317 = -384581.096729
  nChanged 4
		SP:Iteration 24Q (176244.620000 sec): 3 clusters
  Score: Raw -388446.967279 + Penalty 3864.390317 = -384582.576962
  nChanged 2
		SP:Iteration 25Q (176244.800000 sec): 3 clusters
  Score: Raw -388447.704238 + Penalty 3864.390317 = -384583.313921
  nChanged 1
		SP:Iteration 26Q (176244.970000 sec): 3 clusters
  Score: Raw -388448.193987 + Penalty 3864.390317 = -384583.803669
  nChanged 3
		SP:Iteration 27Q (176245.080000 sec): 3 clusters
  Score: Raw -388449.867684 + Penalty 3864.390317 = -384585.477367
  nChanged 6
		SP:Iteration 28Q (176245.200000 sec): 3 clusters
  Score: Raw -388453.566339 + Penalty 3864.390317 = -384589.176022
  nChanged 8
		SP:Iteration 29Q (176245.340000 sec): 3 clusters
  Score: Raw -388456.992947 + Penalty 3864.390317 = -384592.602630
  nChanged 2
		SP:Iteration 30Q (176245.520000 sec): 3 clusters
  Score: Raw -388457.893675 + Penalty 3864.390317 = -384593.503358
  nChanged 2
		SP:Iteration 31Q (176245.680000 sec): 3 clusters
  Score: Raw -388458.702276 + Penalty 3864.390317 = -384594.311959
  nChanged 1
		SP:Iteration 32Q (176245.800000 sec): 3 clusters
  Score: Raw -388459.235328 + Penalty 3864.390317 = -384594.845011
  nChanged 4
		SP:Iteration 33Q (176245.920000 sec): 3 clusters
  Score: Raw -388461.109963 + Penalty 3864.390317 = -384596.719646
  nChanged 2
		SP:Iteration 34Q (176246.090000 sec): 3 clusters
  Score: Raw -388462.606958 + Penalty 3864.390317 = -384598.216640
  nChanged 1
		SP:Iteration 35Q (176246.210000 sec): 3 clusters
  Score: Raw -388462.789952 + Penalty 3864.390317 = -384598.399634
  nChanged 1
		SP:Iteration 36Q (176246.390000 sec): 3 clusters
  Score: Raw -388463.078295 + Penalty 3864.390317 = -384598.687978
  nChanged 0
		SP:Iteration 37F (176246.500000 sec): 3 clusters
  Score: Raw -388463.078295 + Penalty 3864.390317 = -384598.687978
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 70 (4703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176246.640000 sec): 2 clusters
  Score: Raw -720330.734826 + Penalty 2097.077059 = -718233.657767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176246.860000 sec): 3 clusters
  Score: Raw -718107.858182 + Penalty 4194.154117 = -713913.704065
  nChanged 1853
		SP:Iteration 1F (176247.040000 sec): 3 clusters
  Score: Raw -719157.695005 + Penalty 4194.154117 = -714963.540888
  nChanged 371
		SP:Iteration 2F (176247.350000 sec): 3 clusters
  Score: Raw -719402.180371 + Penalty 4194.154117 = -715208.026253
  nChanged 241
		SP:Iteration 3F (176247.540000 sec): 3 clusters
  Score: Raw -719546.668863 + Penalty 4194.154117 = -715352.514745
  nChanged 193
		SP:Iteration 4Q (176247.740000 sec): 3 clusters
  Score: Raw -719679.019169 + Penalty 4194.154117 = -715484.865051
  nChanged 167
		SP:Iteration 5Q (176247.950000 sec): 3 clusters
  Score: Raw -719801.511826 + Penalty 4194.154117 = -715607.357709
  nChanged 173
		SP:Iteration 6Q (176248.150000 sec): 3 clusters
  Score: Raw -719901.147284 + Penalty 4194.154117 = -715706.993167
  nChanged 142
		SP:Iteration 7Q (176248.350000 sec): 3 clusters
  Score: Raw -719981.594192 + Penalty 4194.154117 = -715787.440074
  nChanged 136
		SP:Iteration 8Q (176248.570000 sec): 3 clusters
  Score: Raw -720061.380251 + Penalty 4194.154117 = -715867.226133
  nChanged 131
		SP:Iteration 9Q (176248.750000 sec): 3 clusters
  Score: Raw -720139.365529 + Penalty 4194.154117 = -715945.211412
  nChanged 132
		SP:Iteration 10Q (176248.940000 sec): 3 clusters
  Score: Raw -720223.845827 + Penalty 4194.154117 = -716029.691710
  nChanged 124
		SP:Iteration 11Q (176249.170000 sec): 3 clusters
  Score: Raw -720295.629780 + Penalty 4194.154117 = -716101.475663
  nChanged 120
		SP:Iteration 12Q (176249.370000 sec): 3 clusters
  Score: Raw -720379.478273 + Penalty 4194.154117 = -716185.324156
  nChanged 121
		SP:Iteration 13Q (176249.580000 sec): 3 clusters
  Score: Raw -720465.816667 + Penalty 4194.154117 = -716271.662550
  nChanged 137
		SP:Iteration 14Q (176249.870000 sec): 3 clusters
  Score: Raw -720568.218075 + Penalty 4194.154117 = -716374.063958
  nChanged 117
		SP:Iteration 15Q (176250.080000 sec): 3 clusters
  Score: Raw -720655.018795 + Penalty 4194.154117 = -716460.864678
  nChanged 110
		SP:Iteration 16Q (176250.310000 sec): 3 clusters
  Score: Raw -720749.752055 + Penalty 4194.154117 = -716555.597938
  nChanged 102
		SP:Iteration 17Q (176250.540000 sec): 3 clusters
  Score: Raw -720842.352819 + Penalty 4194.154117 = -716648.198702
  nChanged 99
		SP:Iteration 18Q (176250.770000 sec): 3 clusters
  Score: Raw -720921.042745 + Penalty 4194.154117 = -716726.888628
  nChanged 82
		SP:Iteration 19Q (176250.980000 sec): 3 clusters
  Score: Raw -720979.648549 + Penalty 4194.154117 = -716785.494431
  nChanged 73
		SP:Iteration 20F (176251.180000 sec): 3 clusters
  Score: Raw -721035.794686 + Penalty 4194.154117 = -716841.640569
  nChanged 74
		SP:Iteration 21Q (176251.420000 sec): 3 clusters
  Score: Raw -721097.202179 + Penalty 4194.154117 = -716903.048061
  nChanged 84
		SP:Iteration 22Q (176251.660000 sec): 3 clusters
  Score: Raw -721157.756245 + Penalty 4194.154117 = -716963.602128
  nChanged 73
		SP:Iteration 23Q (176251.870000 sec): 3 clusters
  Score: Raw -721199.201395 + Penalty 4194.154117 = -717005.047277
  nChanged 55
		SP:Iteration 24Q (176252.050000 sec): 3 clusters
  Score: Raw -721227.092596 + Penalty 4194.154117 = -717032.938479
  nChanged 40
		SP:Iteration 25Q (176252.240000 sec): 3 clusters
  Score: Raw -721247.877408 + Penalty 4194.154117 = -717053.723291
  nChanged 32
		SP:Iteration 26Q (176252.400000 sec): 3 clusters
  Score: Raw -721266.916154 + Penalty 4194.154117 = -717072.762036
  nChanged 39
		SP:Iteration 27Q (176252.570000 sec): 3 clusters
  Score: Raw -721285.157386 + Penalty 4194.154117 = -717091.003268
  nChanged 17
		SP:Iteration 28Q (176252.780000 sec): 3 clusters
  Score: Raw -721291.364816 + Penalty 4194.154117 = -717097.210698
  nChanged 18
		SP:Iteration 29Q (176252.960000 sec): 3 clusters
  Score: Raw -721299.881225 + Penalty 4194.154117 = -717105.727107
  nChanged 22
		SP:Iteration 30Q (176253.160000 sec): 3 clusters
  Score: Raw -721308.557007 + Penalty 4194.154117 = -717114.402889
  nChanged 16
		SP:Iteration 31Q (176253.390000 sec): 3 clusters
  Score: Raw -721312.888512 + Penalty 4194.154117 = -717118.734395
  nChanged 8
		SP:Iteration 32Q (176253.630000 sec): 3 clusters
  Score: Raw -721316.495461 + Penalty 4194.154117 = -717122.341344
  nChanged 8
		SP:Iteration 33Q (176253.830000 sec): 3 clusters
  Score: Raw -721319.179884 + Penalty 4194.154117 = -717125.025767
  nChanged 7
		SP:Iteration 34Q (176254.070000 sec): 3 clusters
  Score: Raw -721321.871794 + Penalty 4194.154117 = -717127.717677
  nChanged 4
		SP:Iteration 35Q (176254.320000 sec): 3 clusters
  Score: Raw -721323.368889 + Penalty 4194.154117 = -717129.214771
  nChanged 3
		SP:Iteration 36Q (176254.580000 sec): 3 clusters
  Score: Raw -721323.861155 + Penalty 4194.154117 = -717129.707038
  nChanged 2
		SP:Iteration 37Q (176254.790000 sec): 3 clusters
  Score: Raw -721324.411584 + Penalty 4194.154117 = -717130.257466
  nChanged 0
		SP:Iteration 38F (176254.990000 sec): 3 clusters
  Score: Raw -721324.411584 + Penalty 4194.154117 = -717130.257466
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 71 (314389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176257.190000 sec): 2 clusters
  Score: Raw -49292249.893560 + Penalty 3139.279815 = -49289110.613745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176259.770000 sec): 3 clusters
  Score: Raw -49084349.620808 + Penalty 6278.559630 = -49078071.061178
  nChanged 152093
		SP:Iteration 1F (176262.450000 sec): 3 clusters
  Score: Raw -49174530.197069 + Penalty 6278.559630 = -49168251.637439
  nChanged 10162
		SP:Iteration 2Q (176265.250000 sec): 3 clusters
  Score: Raw -49177302.003807 + Penalty 6278.559630 = -49171023.444176
  nChanged 12302
		SP:Iteration 3Q (176267.970000 sec): 3 clusters
  Score: Raw -49181619.039595 + Penalty 6278.559630 = -49175340.479964
  nChanged 15683
		SP:Iteration 4Q (176270.630000 sec): 3 clusters
  Score: Raw -49188982.208941 + Penalty 6278.559630 = -49182703.649310
  nChanged 20115
		SP:Iteration 5F (176273.200000 sec): 3 clusters
  Score: Raw -49201626.539004 + Penalty 6278.559630 = -49195347.979373
  nChanged 23924
		SP:Iteration 6F (176275.800000 sec): 3 clusters
  Score: Raw -49220620.650194 + Penalty 6278.559630 = -49214342.090563
  nChanged 24442
		SP:Iteration 7F (176278.290000 sec): 3 clusters
  Score: Raw -49242665.481025 + Penalty 6278.559630 = -49236386.921394
  nChanged 20151
		SP:Iteration 8F (176280.830000 sec): 3 clusters
  Score: Raw -49261303.518109 + Penalty 6278.559630 = -49255024.958479
  nChanged 13691
		SP:Iteration 9Q (176283.610000 sec): 3 clusters
  Score: Raw -49273423.972825 + Penalty 6278.559630 = -49267145.413194
  nChanged 8799
		SP:Iteration 10Q (176286.060000 sec): 3 clusters
  Score: Raw -49280834.310449 + Penalty 6278.559630 = -49274555.750819
  nChanged 5686
		SP:Iteration 11Q (176288.820000 sec): 3 clusters
  Score: Raw -49285338.509318 + Penalty 6278.559630 = -49279059.949688
  nChanged 3783
		SP:Iteration 12Q (176291.430000 sec): 3 clusters
  Score: Raw -49288180.221547 + Penalty 6278.559630 = -49281901.661917
  nChanged 2548
		SP:Iteration 13Q (176293.990000 sec): 3 clusters
  Score: Raw -49290005.634953 + Penalty 6278.559630 = -49283727.075322
  nChanged 1678
		SP:Iteration 14Q (176296.540000 sec): 3 clusters
  Score: Raw -49291129.947579 + Penalty 6278.559630 = -49284851.387949
  nChanged 1113
		SP:Iteration 15Q (176298.550000 sec): 3 clusters
  Score: Raw -49291839.791767 + Penalty 6278.559630 = -49285561.232136
  nChanged 755
		SP:Iteration 16Q (176300.670000 sec): 3 clusters
  Score: Raw -49292289.898677 + Penalty 6278.559630 = -49286011.339046
  nChanged 483
		SP:Iteration 17Q (176303.220000 sec): 3 clusters
  Score: Raw -49292556.615351 + Penalty 6278.559630 = -49286278.055720
  nChanged 321
		SP:Iteration 18Q (176305.350000 sec): 3 clusters
  Score: Raw -49292724.109239 + Penalty 6278.559630 = -49286445.549609
  nChanged 215
		SP:Iteration 19Q (176307.580000 sec): 3 clusters
  Score: Raw -49292831.180376 + Penalty 6278.559630 = -49286552.620745
  nChanged 142
		SP:Iteration 20F (176310.100000 sec): 3 clusters
  Score: Raw -49292897.825914 + Penalty 6278.559630 = -49286619.266283
  nChanged 117
		SP:Iteration 21Q (176312.360000 sec): 3 clusters
  Score: Raw -49292951.227144 + Penalty 6278.559630 = -49286672.667514
  nChanged 98
		SP:Iteration 22Q (176314.680000 sec): 3 clusters
  Score: Raw -49292994.943570 + Penalty 6278.559630 = -49286716.383939
  nChanged 84
		SP:Iteration 23Q (176316.970000 sec): 3 clusters
  Score: Raw -49293038.106341 + Penalty 6278.559630 = -49286759.546711
  nChanged 81
		SP:Iteration 24Q (176319.210000 sec): 3 clusters
  Score: Raw -49293076.182502 + Penalty 6278.559630 = -49286797.622871
  nChanged 68
		SP:Iteration 25Q (176321.610000 sec): 3 clusters
  Score: Raw -49293110.929174 + Penalty 6278.559630 = -49286832.369543
  nChanged 62
		SP:Iteration 26Q (176323.760000 sec): 3 clusters
  Score: Raw -49293134.629691 + Penalty 6278.559630 = -49286856.070061
  nChanged 41
		SP:Iteration 27Q (176326.090000 sec): 3 clusters
  Score: Raw -49293149.897545 + Penalty 6278.559630 = -49286871.337914
  nChanged 37
		SP:Iteration 28Q (176328.500000 sec): 3 clusters
  Score: Raw -49293161.873997 + Penalty 6278.559630 = -49286883.314366
  nChanged 29
		SP:Iteration 29Q (176331.010000 sec): 3 clusters
  Score: Raw -49293171.500899 + Penalty 6278.559630 = -49286892.941269
  nChanged 27
		SP:Iteration 30Q (176333.190000 sec): 3 clusters
  Score: Raw -49293180.708677 + Penalty 6278.559630 = -49286902.149047
  nChanged 23
		SP:Iteration 31Q (176335.390000 sec): 3 clusters
  Score: Raw -49293186.755013 + Penalty 6278.559630 = -49286908.195383
  nChanged 18
		SP:Iteration 32Q (176337.390000 sec): 3 clusters
  Score: Raw -49293191.891287 + Penalty 6278.559630 = -49286913.331657
  nChanged 13
		SP:Iteration 33Q (176339.660000 sec): 3 clusters
  Score: Raw -49293195.633390 + Penalty 6278.559630 = -49286917.073760
  nChanged 14
		SP:Iteration 34Q (176341.910000 sec): 3 clusters
  Score: Raw -49293198.667406 + Penalty 6278.559630 = -49286920.107776
  nChanged 8
		SP:Iteration 35Q (176344.070000 sec): 3 clusters
  Score: Raw -49293200.691368 + Penalty 6278.559630 = -49286922.131738
  nChanged 5
		SP:Iteration 36Q (176346.410000 sec): 3 clusters
  Score: Raw -49293202.233633 + Penalty 6278.559630 = -49286923.674002
  nChanged 7
		SP:Iteration 37Q (176348.620000 sec): 3 clusters
  Score: Raw -49293204.535236 + Penalty 6278.559630 = -49286925.975605
  nChanged 5
		SP:Iteration 38Q (176350.930000 sec): 3 clusters
  Score: Raw -49293205.797942 + Penalty 6278.559630 = -49286927.238311
  nChanged 5
		SP:Iteration 39Q (176353.240000 sec): 3 clusters
  Score: Raw -49293206.639532 + Penalty 6278.559630 = -49286928.079902
  nChanged 1
		SP:Iteration 40F (176355.660000 sec): 3 clusters
  Score: Raw -49293206.816640 + Penalty 6278.559630 = -49286928.257010
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 72 (2162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176355.990000 sec): 2 clusters
  Score: Raw -338001.495052 + Penalty 1904.339672 = -336097.155380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176356.230000 sec): 3 clusters
  Score: Raw -337185.500579 + Penalty 3808.679343 = -333376.821236
  nChanged 719
		SP:Iteration 1F (176356.480000 sec): 3 clusters
  Score: Raw -337718.101691 + Penalty 3808.679343 = -333909.422347
  nChanged 153
		SP:Iteration 2F (176356.640000 sec): 3 clusters
  Score: Raw -337848.060452 + Penalty 3808.679343 = -334039.381108
  nChanged 102
		SP:Iteration 3Q (176356.860000 sec): 3 clusters
  Score: Raw -337935.983778 + Penalty 3808.679343 = -334127.304435
  nChanged 73
		SP:Iteration 4Q (176357.080000 sec): 3 clusters
  Score: Raw -337992.720981 + Penalty 3808.679343 = -334184.041638
  nChanged 62
		SP:Iteration 5Q (176357.230000 sec): 3 clusters
  Score: Raw -338052.469573 + Penalty 3808.679343 = -334243.790230
  nChanged 45
		SP:Iteration 6Q (176357.430000 sec): 3 clusters
  Score: Raw -338097.197144 + Penalty 3808.679343 = -334288.517801
  nChanged 50
		SP:Iteration 7Q (176357.630000 sec): 3 clusters
  Score: Raw -338141.125542 + Penalty 3808.679343 = -334332.446199
  nChanged 45
		SP:Iteration 8Q (176357.780000 sec): 3 clusters
  Score: Raw -338180.720841 + Penalty 3808.679343 = -334372.041498
  nChanged 44
		SP:Iteration 9Q (176357.890000 sec): 3 clusters
  Score: Raw -338219.652801 + Penalty 3808.679343 = -334410.973458
  nChanged 31
		SP:Iteration 10Q (176358.040000 sec): 3 clusters
  Score: Raw -338254.233389 + Penalty 3808.679343 = -334445.554046
  nChanged 37
		SP:Iteration 11Q (176358.130000 sec): 3 clusters
  Score: Raw -338295.781183 + Penalty 3808.679343 = -334487.101840
  nChanged 33
		SP:Iteration 12Q (176358.280000 sec): 3 clusters
  Score: Raw -338325.528395 + Penalty 3808.679343 = -334516.849052
  nChanged 26
		SP:Iteration 13Q (176358.400000 sec): 3 clusters
  Score: Raw -338346.824877 + Penalty 3808.679343 = -334538.145534
  nChanged 16
		SP:Iteration 14Q (176358.520000 sec): 3 clusters
  Score: Raw -338362.234326 + Penalty 3808.679343 = -334553.554983
  nChanged 13
		SP:Iteration 15Q (176358.610000 sec): 3 clusters
  Score: Raw -338374.428934 + Penalty 3808.679343 = -334565.749591
  nChanged 15
		SP:Iteration 16Q (176358.760000 sec): 3 clusters
  Score: Raw -338387.282555 + Penalty 3808.679343 = -334578.603212
  nChanged 10
		SP:Iteration 17Q (176358.900000 sec): 3 clusters
  Score: Raw -338395.819040 + Penalty 3808.679343 = -334587.139697
  nChanged 14
		SP:Iteration 18Q (176359.000000 sec): 3 clusters
  Score: Raw -338409.451511 + Penalty 3808.679343 = -334600.772168
  nChanged 11
		SP:Iteration 19Q (176359.160000 sec): 3 clusters
  Score: Raw -338418.888979 + Penalty 3808.679343 = -334610.209636
  nChanged 6
		SP:Iteration 20F (176359.260000 sec): 3 clusters
  Score: Raw -338423.166369 + Penalty 3808.679343 = -334614.487026
  nChanged 8
		SP:Iteration 21Q (176359.380000 sec): 3 clusters
  Score: Raw -338430.987604 + Penalty 3808.679343 = -334622.308261
  nChanged 8
		SP:Iteration 22Q (176359.540000 sec): 3 clusters
  Score: Raw -338435.218195 + Penalty 3808.679343 = -334626.538852
  nChanged 4
		SP:Iteration 23Q (176359.680000 sec): 3 clusters
  Score: Raw -338438.002246 + Penalty 3808.679343 = -334629.322903
  nChanged 3
		SP:Iteration 24Q (176359.830000 sec): 3 clusters
  Score: Raw -338440.035588 + Penalty 3808.679343 = -334631.356244
  nChanged 1
		SP:Iteration 25Q (176359.970000 sec): 3 clusters
  Score: Raw -338440.639697 + Penalty 3808.679343 = -334631.960353
  nChanged 0
		SP:Iteration 26F (176360.120000 sec): 3 clusters
  Score: Raw -338440.639697 + Penalty 3808.679343 = -334631.960353
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 73 (7492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176360.300000 sec): 2 clusters
  Score: Raw -1178812.390654 + Penalty 2212.554584 = -1176599.836071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176360.550000 sec): 3 clusters
  Score: Raw -1174939.143651 + Penalty 4425.109168 = -1170514.034484
  nChanged 2982
		SP:Iteration 1F (176360.800000 sec): 3 clusters
  Score: Raw -1176603.000714 + Penalty 4425.109168 = -1172177.891547
  nChanged 573
		SP:Iteration 2F (176361.050000 sec): 3 clusters
  Score: Raw -1176962.244741 + Penalty 4425.109168 = -1172537.135574
  nChanged 451
		SP:Iteration 3F (176361.260000 sec): 3 clusters
  Score: Raw -1177267.645690 + Penalty 4425.109168 = -1172842.536522
  nChanged 407
		SP:Iteration 4F (176361.480000 sec): 3 clusters
  Score: Raw -1177604.731028 + Penalty 4425.109168 = -1173179.621860
  nChanged 407
		SP:Iteration 5F (176361.720000 sec): 3 clusters
  Score: Raw -1177973.166508 + Penalty 4425.109168 = -1173548.057340
  nChanged 425
		SP:Iteration 6F (176361.970000 sec): 3 clusters
  Score: Raw -1178396.173189 + Penalty 4425.109168 = -1173971.064022
  nChanged 409
		SP:Iteration 7F (176362.210000 sec): 3 clusters
  Score: Raw -1178767.915294 + Penalty 4425.109168 = -1174342.806127
  nChanged 389
		SP:Iteration 8F (176362.440000 sec): 3 clusters
  Score: Raw -1179120.510440 + Penalty 4425.109168 = -1174695.401272
  nChanged 386
		SP:Iteration 9F (176362.700000 sec): 3 clusters
  Score: Raw -1179475.727440 + Penalty 4425.109168 = -1175050.618272
  nChanged 335
		SP:Iteration 10Q (176362.880000 sec): 3 clusters
  Score: Raw -1179794.438215 + Penalty 4425.109168 = -1175369.329047
  nChanged 280
		SP:Iteration 11Q (176363.070000 sec): 3 clusters
  Score: Raw -1180030.153853 + Penalty 4425.109168 = -1175605.044685
  nChanged 194
		SP:Iteration 12Q (176363.330000 sec): 3 clusters
  Score: Raw -1180190.950253 + Penalty 4425.109168 = -1175765.841086
  nChanged 150
		SP:Iteration 13Q (176363.490000 sec): 3 clusters
  Score: Raw -1180298.684021 + Penalty 4425.109168 = -1175873.574853
  nChanged 116
		SP:Iteration 14Q (176363.720000 sec): 3 clusters
  Score: Raw -1180378.683072 + Penalty 4425.109168 = -1175953.573904
  nChanged 96
		SP:Iteration 15Q (176363.970000 sec): 3 clusters
  Score: Raw -1180432.908816 + Penalty 4425.109168 = -1176007.799649
  nChanged 64
		SP:Iteration 16Q (176364.210000 sec): 3 clusters
  Score: Raw -1180471.308917 + Penalty 4425.109168 = -1176046.199749
  nChanged 48
		SP:Iteration 17Q (176364.430000 sec): 3 clusters
  Score: Raw -1180491.367601 + Penalty 4425.109168 = -1176066.258434
  nChanged 40
		SP:Iteration 18Q (176364.650000 sec): 3 clusters
  Score: Raw -1180505.394108 + Penalty 4425.109168 = -1176080.284941
  nChanged 27
		SP:Iteration 19Q (176364.810000 sec): 3 clusters
  Score: Raw -1180513.808427 + Penalty 4425.109168 = -1176088.699259
  nChanged 18
		SP:Iteration 20F (176364.940000 sec): 3 clusters
  Score: Raw -1180519.760711 + Penalty 4425.109168 = -1176094.651544
  nChanged 9
		SP:Iteration 21Q (176365.110000 sec): 3 clusters
  Score: Raw -1180521.825873 + Penalty 4425.109168 = -1176096.716706
  nChanged 8
		SP:Iteration 22Q (176365.370000 sec): 3 clusters
  Score: Raw -1180524.049226 + Penalty 4425.109168 = -1176098.940058
  nChanged 4
		SP:Iteration 23Q (176365.600000 sec): 3 clusters
  Score: Raw -1180525.184640 + Penalty 4425.109168 = -1176100.075472
  nChanged 2
		SP:Iteration 24Q (176365.840000 sec): 3 clusters
  Score: Raw -1180525.581916 + Penalty 4425.109168 = -1176100.472748
  nChanged 1
		SP:Iteration 25Q (176366.040000 sec): 3 clusters
  Score: Raw -1180525.969572 + Penalty 4425.109168 = -1176100.860405
  nChanged 0
		SP:Iteration 26F (176366.200000 sec): 3 clusters
  Score: Raw -1180525.969572 + Penalty 4425.109168 = -1176100.860405
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 74 (3408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176366.320000 sec): 2 clusters
  Score: Raw -536941.547357 + Penalty 2017.202460 = -534924.344896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176366.470000 sec): 3 clusters
  Score: Raw -535452.195111 + Penalty 4034.404920 = -531417.790191
  nChanged 1202
		SP:Iteration 1F (176366.630000 sec): 3 clusters
  Score: Raw -536207.624750 + Penalty 4034.404920 = -532173.219830
  nChanged 265
		SP:Iteration 2F (176366.810000 sec): 3 clusters
  Score: Raw -536400.180042 + Penalty 4034.404920 = -532365.775122
  nChanged 172
		SP:Iteration 3F (176366.960000 sec): 3 clusters
  Score: Raw -536548.793747 + Penalty 4034.404920 = -532514.388827
  nChanged 160
		SP:Iteration 4Q (176367.170000 sec): 3 clusters
  Score: Raw -536663.393555 + Penalty 4034.404920 = -532628.988635
  nChanged 127
		SP:Iteration 5Q (176367.360000 sec): 3 clusters
  Score: Raw -536761.088710 + Penalty 4034.404920 = -532726.683789
  nChanged 122
		SP:Iteration 6Q (176367.580000 sec): 3 clusters
  Score: Raw -536862.797717 + Penalty 4034.404920 = -532828.392796
  nChanged 95
		SP:Iteration 7Q (176367.770000 sec): 3 clusters
  Score: Raw -536936.929524 + Penalty 4034.404920 = -532902.524603
  nChanged 91
		SP:Iteration 8Q (176367.910000 sec): 3 clusters
  Score: Raw -537005.699434 + Penalty 4034.404920 = -532971.294513
  nChanged 79
		SP:Iteration 9Q (176368.050000 sec): 3 clusters
  Score: Raw -537059.344354 + Penalty 4034.404920 = -533024.939434
  nChanged 68
		SP:Iteration 10Q (176368.230000 sec): 3 clusters
  Score: Raw -537105.159269 + Penalty 4034.404920 = -533070.754348
  nChanged 54
		SP:Iteration 11Q (176368.420000 sec): 3 clusters
  Score: Raw -537133.635817 + Penalty 4034.404920 = -533099.230897
  nChanged 48
		SP:Iteration 12Q (176368.600000 sec): 3 clusters
  Score: Raw -537166.570830 + Penalty 4034.404920 = -533132.165910
  nChanged 35
		SP:Iteration 13Q (176368.800000 sec): 3 clusters
  Score: Raw -537188.867658 + Penalty 4034.404920 = -533154.462738
  nChanged 32
		SP:Iteration 14Q (176369.010000 sec): 3 clusters
  Score: Raw -537205.702899 + Penalty 4034.404920 = -533171.297979
  nChanged 30
		SP:Iteration 15Q (176369.170000 sec): 3 clusters
  Score: Raw -537224.709059 + Penalty 4034.404920 = -533190.304139
  nChanged 22
		SP:Iteration 16Q (176369.310000 sec): 3 clusters
  Score: Raw -537238.625124 + Penalty 4034.404920 = -533204.220204
  nChanged 17
		SP:Iteration 17Q (176369.500000 sec): 3 clusters
  Score: Raw -537249.317549 + Penalty 4034.404920 = -533214.912629
  nChanged 14
		SP:Iteration 18Q (176369.650000 sec): 3 clusters
  Score: Raw -537257.057908 + Penalty 4034.404920 = -533222.652988
  nChanged 15
		SP:Iteration 19Q (176369.820000 sec): 3 clusters
  Score: Raw -537264.734422 + Penalty 4034.404920 = -533230.329501
  nChanged 20
		SP:Iteration 20F (176370.000000 sec): 3 clusters
  Score: Raw -537274.992404 + Penalty 4034.404920 = -533240.587484
  nChanged 19
		SP:Iteration 21Q (176370.180000 sec): 3 clusters
  Score: Raw -537284.857592 + Penalty 4034.404920 = -533250.452671
  nChanged 11
		SP:Iteration 22Q (176370.350000 sec): 3 clusters
  Score: Raw -537292.971822 + Penalty 4034.404920 = -533258.566902
  nChanged 14
		SP:Iteration 23Q (176370.520000 sec): 3 clusters
  Score: Raw -537305.999855 + Penalty 4034.404920 = -533271.594935
  nChanged 19
		SP:Iteration 24Q (176370.700000 sec): 3 clusters
  Score: Raw -537322.340836 + Penalty 4034.404920 = -533287.935915
  nChanged 22
		SP:Iteration 25Q (176370.880000 sec): 3 clusters
  Score: Raw -537338.623355 + Penalty 4034.404920 = -533304.218435
  nChanged 23
		SP:Iteration 26Q (176371.050000 sec): 3 clusters
  Score: Raw -537355.360466 + Penalty 4034.404920 = -533320.955546
  nChanged 14
		SP:Iteration 27Q (176371.230000 sec): 3 clusters
  Score: Raw -537365.299964 + Penalty 4034.404920 = -533330.895043
  nChanged 17
		SP:Iteration 28Q (176371.400000 sec): 3 clusters
  Score: Raw -537376.192513 + Penalty 4034.404920 = -533341.787592
  nChanged 11
		SP:Iteration 29Q (176371.580000 sec): 3 clusters
  Score: Raw -537384.249060 + Penalty 4034.404920 = -533349.844140
  nChanged 8
		SP:Iteration 30Q (176371.750000 sec): 3 clusters
  Score: Raw -537391.148252 + Penalty 4034.404920 = -533356.743331
  nChanged 8
		SP:Iteration 31Q (176371.930000 sec): 3 clusters
  Score: Raw -537394.430942 + Penalty 4034.404920 = -533360.026021
  nChanged 4
		SP:Iteration 32Q (176372.100000 sec): 3 clusters
  Score: Raw -537396.280587 + Penalty 4034.404920 = -533361.875667
  nChanged 0
		SP:Iteration 33F (176372.280000 sec): 3 clusters
  Score: Raw -537396.280587 + Penalty 4034.404920 = -533361.875667
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 75 (1885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176372.370000 sec): 2 clusters
  Score: Raw -270558.555871 + Penalty 1870.337409 = -268688.218462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176372.550000 sec): 3 clusters
  Score: Raw -269918.974252 + Penalty 3740.674818 = -266178.299435
  nChanged 560
		SP:Iteration 1F (176372.720000 sec): 3 clusters
  Score: Raw -270365.942683 + Penalty 3740.674818 = -266625.267866
  nChanged 150
		SP:Iteration 2F (176372.900000 sec): 3 clusters
  Score: Raw -270532.174296 + Penalty 3740.674818 = -266791.499478
  nChanged 116
		SP:Iteration 3F (176373.080000 sec): 3 clusters
  Score: Raw -270656.093149 + Penalty 3740.674818 = -266915.418332
  nChanged 66
		SP:Iteration 4Q (176373.250000 sec): 3 clusters
  Score: Raw -270717.523851 + Penalty 3740.674818 = -266976.849033
  nChanged 55
		SP:Iteration 5Q (176373.430000 sec): 3 clusters
  Score: Raw -270769.618221 + Penalty 3740.674818 = -267028.943403
  nChanged 42
		SP:Iteration 6Q (176373.600000 sec): 3 clusters
  Score: Raw -270808.554962 + Penalty 3740.674818 = -267067.880145
  nChanged 33
		SP:Iteration 7Q (176373.780000 sec): 3 clusters
  Score: Raw -270835.235992 + Penalty 3740.674818 = -267094.561174
  nChanged 24
		SP:Iteration 8Q (176373.960000 sec): 3 clusters
  Score: Raw -270856.881686 + Penalty 3740.674818 = -267116.206869
  nChanged 15
		SP:Iteration 9Q (176374.130000 sec): 3 clusters
  Score: Raw -270867.949075 + Penalty 3740.674818 = -267127.274257
  nChanged 13
		SP:Iteration 10Q (176374.310000 sec): 3 clusters
  Score: Raw -270879.214879 + Penalty 3740.674818 = -267138.540061
  nChanged 14
		SP:Iteration 11Q (176374.490000 sec): 3 clusters
  Score: Raw -270887.989188 + Penalty 3740.674818 = -267147.314371
  nChanged 8
		SP:Iteration 12Q (176374.660000 sec): 3 clusters
  Score: Raw -270894.176898 + Penalty 3740.674818 = -267153.502081
  nChanged 8
		SP:Iteration 13Q (176374.840000 sec): 3 clusters
  Score: Raw -270901.368602 + Penalty 3740.674818 = -267160.693784
  nChanged 12
		SP:Iteration 14Q (176375.010000 sec): 3 clusters
  Score: Raw -270912.426501 + Penalty 3740.674818 = -267171.751684
  nChanged 15
		SP:Iteration 15Q (176375.190000 sec): 3 clusters
  Score: Raw -270928.800710 + Penalty 3740.674818 = -267188.125893
  nChanged 22
		SP:Iteration 16Q (176375.360000 sec): 3 clusters
  Score: Raw -270945.227331 + Penalty 3740.674818 = -267204.552514
  nChanged 19
		SP:Iteration 17Q (176375.540000 sec): 3 clusters
  Score: Raw -270964.513003 + Penalty 3740.674818 = -267223.838186
  nChanged 19
		SP:Iteration 18Q (176375.710000 sec): 3 clusters
  Score: Raw -270978.288276 + Penalty 3740.674818 = -267237.613458
  nChanged 14
		SP:Iteration 19Q (176375.890000 sec): 3 clusters
  Score: Raw -270988.220496 + Penalty 3740.674818 = -267247.545679
  nChanged 14
		SP:Iteration 20F (176376.070000 sec): 3 clusters
  Score: Raw -270998.341012 + Penalty 3740.674818 = -267257.666194
  nChanged 11
		SP:Iteration 21Q (176376.240000 sec): 3 clusters
  Score: Raw -271008.454472 + Penalty 3740.674818 = -267267.779654
  nChanged 11
		SP:Iteration 22Q (176376.420000 sec): 3 clusters
  Score: Raw -271017.552466 + Penalty 3740.674818 = -267276.877648
  nChanged 15
		SP:Iteration 23Q (176376.590000 sec): 3 clusters
  Score: Raw -271032.222964 + Penalty 3740.674818 = -267291.548146
  nChanged 15
		SP:Iteration 24Q (176376.770000 sec): 3 clusters
  Score: Raw -271046.270010 + Penalty 3740.674818 = -267305.595192
  nChanged 15
		SP:Iteration 25Q (176376.950000 sec): 3 clusters
  Score: Raw -271058.051523 + Penalty 3740.674818 = -267317.376706
  nChanged 12
		SP:Iteration 26Q (176377.120000 sec): 3 clusters
  Score: Raw -271066.951701 + Penalty 3740.674818 = -267326.276883
  nChanged 6
		SP:Iteration 27Q (176377.300000 sec): 3 clusters
  Score: Raw -271070.667185 + Penalty 3740.674818 = -267329.992368
  nChanged 8
		SP:Iteration 28Q (176377.470000 sec): 3 clusters
  Score: Raw -271076.120173 + Penalty 3740.674818 = -267335.445356
  nChanged 7
		SP:Iteration 29Q (176377.650000 sec): 3 clusters
  Score: Raw -271080.190259 + Penalty 3740.674818 = -267339.515442
  nChanged 4
		SP:Iteration 30Q (176377.810000 sec): 3 clusters
  Score: Raw -271084.104715 + Penalty 3740.674818 = -267343.429897
  nChanged 7
		SP:Iteration 31Q (176377.960000 sec): 3 clusters
  Score: Raw -271089.274446 + Penalty 3740.674818 = -267348.599629
  nChanged 6
		SP:Iteration 32Q (176378.130000 sec): 3 clusters
  Score: Raw -271097.929919 + Penalty 3740.674818 = -267357.255102
  nChanged 8
		SP:Iteration 33Q (176378.310000 sec): 3 clusters
  Score: Raw -271105.623256 + Penalty 3740.674818 = -267364.948438
  nChanged 9
		SP:Iteration 34Q (176378.480000 sec): 3 clusters
  Score: Raw -271110.573156 + Penalty 3740.674818 = -267369.898339
  nChanged 5
		SP:Iteration 35Q (176378.660000 sec): 3 clusters
  Score: Raw -271113.309518 + Penalty 3740.674818 = -267372.634701
  nChanged 0
		SP:Iteration 36F (176378.840000 sec): 3 clusters
  Score: Raw -271113.309518 + Penalty 3740.674818 = -267372.634701
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 76 (12937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176379.000000 sec): 2 clusters
  Score: Raw -2039666.274972 + Penalty 2348.025982 = -2037318.248990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176379.250000 sec): 3 clusters
  Score: Raw -2032506.697732 + Penalty 4696.051964 = -2027810.645768
  nChanged 5536
		SP:Iteration 1F (176379.550000 sec): 3 clusters
  Score: Raw -2035615.081373 + Penalty 4696.051964 = -2030919.029409
  nChanged 929
		SP:Iteration 2F (176379.850000 sec): 3 clusters
  Score: Raw -2036177.418534 + Penalty 4696.051964 = -2031481.366570
  nChanged 827
		SP:Iteration 3F (176380.140000 sec): 3 clusters
  Score: Raw -2036704.280497 + Penalty 4696.051964 = -2032008.228533
  nChanged 742
		SP:Iteration 4F (176380.440000 sec): 3 clusters
  Score: Raw -2037210.767572 + Penalty 4696.051964 = -2032514.715608
  nChanged 734
		SP:Iteration 5F (176380.730000 sec): 3 clusters
  Score: Raw -2037659.968091 + Penalty 4696.051964 = -2032963.916126
  nChanged 624
		SP:Iteration 6Q (176381.030000 sec): 3 clusters
  Score: Raw -2037977.362550 + Penalty 4696.051964 = -2033281.310586
  nChanged 511
		SP:Iteration 7Q (176381.330000 sec): 3 clusters
  Score: Raw -2038205.285209 + Penalty 4696.051964 = -2033509.233244
  nChanged 417
		SP:Iteration 8Q (176381.630000 sec): 3 clusters
  Score: Raw -2038379.588713 + Penalty 4696.051964 = -2033683.536748
  nChanged 372
		SP:Iteration 9Q (176381.920000 sec): 3 clusters
  Score: Raw -2038526.683020 + Penalty 4696.051964 = -2033830.631056
  nChanged 305
		SP:Iteration 10Q (176382.220000 sec): 3 clusters
  Score: Raw -2038626.804550 + Penalty 4696.051964 = -2033930.752585
  nChanged 246
		SP:Iteration 11Q (176382.520000 sec): 3 clusters
  Score: Raw -2038711.031259 + Penalty 4696.051964 = -2034014.979295
  nChanged 217
		SP:Iteration 12Q (176382.810000 sec): 3 clusters
  Score: Raw -2038804.977492 + Penalty 4696.051964 = -2034108.925528
  nChanged 260
		SP:Iteration 13Q (176383.110000 sec): 3 clusters
  Score: Raw -2038911.636617 + Penalty 4696.051964 = -2034215.584653
  nChanged 249
		SP:Iteration 14Q (176383.410000 sec): 3 clusters
  Score: Raw -2039012.255009 + Penalty 4696.051964 = -2034316.203045
  nChanged 219
		SP:Iteration 15Q (176383.710000 sec): 3 clusters
  Score: Raw -2039095.088429 + Penalty 4696.051964 = -2034399.036464
  nChanged 215
		SP:Iteration 16Q (176384.000000 sec): 3 clusters
  Score: Raw -2039162.593084 + Penalty 4696.051964 = -2034466.541120
  nChanged 187
		SP:Iteration 17Q (176384.300000 sec): 3 clusters
  Score: Raw -2039219.984276 + Penalty 4696.051964 = -2034523.932312
  nChanged 168
		SP:Iteration 18Q (176384.590000 sec): 3 clusters
  Score: Raw -2039269.748792 + Penalty 4696.051964 = -2034573.696828
  nChanged 146
		SP:Iteration 19Q (176384.890000 sec): 3 clusters
  Score: Raw -2039314.669532 + Penalty 4696.051964 = -2034618.617568
  nChanged 160
		SP:Iteration 20F (176385.190000 sec): 3 clusters
  Score: Raw -2039363.032781 + Penalty 4696.051964 = -2034666.980816
  nChanged 158
		SP:Iteration 21Q (176385.490000 sec): 3 clusters
  Score: Raw -2039410.471945 + Penalty 4696.051964 = -2034714.419981
  nChanged 169
		SP:Iteration 22Q (176385.780000 sec): 3 clusters
  Score: Raw -2039465.727814 + Penalty 4696.051964 = -2034769.675849
  nChanged 159
		SP:Iteration 23Q (176386.080000 sec): 3 clusters
  Score: Raw -2039513.285535 + Penalty 4696.051964 = -2034817.233571
  nChanged 150
		SP:Iteration 24Q (176386.380000 sec): 3 clusters
  Score: Raw -2039558.344356 + Penalty 4696.051964 = -2034862.292392
  nChanged 147
		SP:Iteration 25Q (176386.670000 sec): 3 clusters
  Score: Raw -2039604.570503 + Penalty 4696.051964 = -2034908.518539
  nChanged 156
		SP:Iteration 26Q (176386.970000 sec): 3 clusters
  Score: Raw -2039655.647238 + Penalty 4696.051964 = -2034959.595273
  nChanged 159
		SP:Iteration 27Q (176387.270000 sec): 3 clusters
  Score: Raw -2039711.953437 + Penalty 4696.051964 = -2035015.901473
  nChanged 179
		SP:Iteration 28Q (176387.560000 sec): 3 clusters
  Score: Raw -2039774.091078 + Penalty 4696.051964 = -2035078.039114
  nChanged 181
		SP:Iteration 29Q (176387.860000 sec): 3 clusters
  Score: Raw -2039834.870820 + Penalty 4696.051964 = -2035138.818856
  nChanged 150
		SP:Iteration 30Q (176388.150000 sec): 3 clusters
  Score: Raw -2039881.034457 + Penalty 4696.051964 = -2035184.982493
  nChanged 140
		SP:Iteration 31Q (176388.450000 sec): 3 clusters
  Score: Raw -2039926.045845 + Penalty 4696.051964 = -2035229.993881
  nChanged 142
		SP:Iteration 32Q (176388.750000 sec): 3 clusters
  Score: Raw -2039977.692892 + Penalty 4696.051964 = -2035281.640928
  nChanged 175
		SP:Iteration 33Q (176389.050000 sec): 3 clusters
  Score: Raw -2040045.222444 + Penalty 4696.051964 = -2035349.170480
  nChanged 178
		SP:Iteration 34Q (176389.340000 sec): 3 clusters
  Score: Raw -2040119.731646 + Penalty 4696.051964 = -2035423.679682
  nChanged 184
		SP:Iteration 35Q (176389.640000 sec): 3 clusters
  Score: Raw -2040205.005779 + Penalty 4696.051964 = -2035508.953815
  nChanged 210
		SP:Iteration 36Q (176389.940000 sec): 3 clusters
  Score: Raw -2040320.153229 + Penalty 4696.051964 = -2035624.101265
  nChanged 252
		SP:Iteration 37Q (176390.230000 sec): 3 clusters
  Score: Raw -2040493.422179 + Penalty 4696.051964 = -2035797.370215
  nChanged 261
		SP:Iteration 38Q (176390.530000 sec): 3 clusters
  Score: Raw -2040700.713661 + Penalty 4696.051964 = -2036004.661697
  nChanged 271
		SP:Iteration 39Q (176390.790000 sec): 3 clusters
  Score: Raw -2040896.588833 + Penalty 4696.051964 = -2036200.536869
  nChanged 252
		SP:Iteration 40F (176391.040000 sec): 3 clusters
  Score: Raw -2041065.941545 + Penalty 4696.051964 = -2036369.889581
  nChanged 204
		SP:Iteration 41Q (176391.290000 sec): 3 clusters
  Score: Raw -2041178.223193 + Penalty 4696.051964 = -2036482.171228
  nChanged 177
		SP:Iteration 42Q (176391.540000 sec): 3 clusters
  Score: Raw -2041252.203734 + Penalty 4696.051964 = -2036556.151770
  nChanged 115
		SP:Iteration 43Q (176391.750000 sec): 3 clusters
  Score: Raw -2041288.950134 + Penalty 4696.051964 = -2036592.898170
  nChanged 83
		SP:Iteration 44Q (176392.010000 sec): 3 clusters
  Score: Raw -2041311.660810 + Penalty 4696.051964 = -2036615.608846
  nChanged 67
		SP:Iteration 45Q (176392.260000 sec): 3 clusters
  Score: Raw -2041328.234951 + Penalty 4696.051964 = -2036632.182987
  nChanged 59
		SP:Iteration 46Q (176392.510000 sec): 3 clusters
  Score: Raw -2041341.835349 + Penalty 4696.051964 = -2036645.783385
  nChanged 56
		SP:Iteration 47Q (176392.810000 sec): 3 clusters
  Score: Raw -2041353.968655 + Penalty 4696.051964 = -2036657.916691
  nChanged 41
		SP:Iteration 48Q (176393.120000 sec): 3 clusters
  Score: Raw -2041362.267462 + Penalty 4696.051964 = -2036666.215498
  nChanged 36
		SP:Iteration 49Q (176393.430000 sec): 3 clusters
  Score: Raw -2041369.611931 + Penalty 4696.051964 = -2036673.559967
  nChanged 30
		SP:Iteration 50Q (176393.670000 sec): 3 clusters
  Score: Raw -2041375.181301 + Penalty 4696.051964 = -2036679.129337
  nChanged 35
		SP:Iteration 51Q (176393.940000 sec): 3 clusters
  Score: Raw -2041381.063417 + Penalty 4696.051964 = -2036685.011452
  nChanged 26
		SP:Iteration 52Q (176394.190000 sec): 3 clusters
  Score: Raw -2041384.837446 + Penalty 4696.051964 = -2036688.785482
  nChanged 28
		SP:Iteration 53Q (176394.370000 sec): 3 clusters
  Score: Raw -2041388.474509 + Penalty 4696.051964 = -2036692.422545
  nChanged 19
		SP:Iteration 54Q (176394.630000 sec): 3 clusters
  Score: Raw -2041391.049834 + Penalty 4696.051964 = -2036694.997870
  nChanged 14
		SP:Iteration 55Q (176394.880000 sec): 3 clusters
  Score: Raw -2041392.676560 + Penalty 4696.051964 = -2036696.624596
  nChanged 12
		SP:Iteration 56Q (176395.170000 sec): 3 clusters
  Score: Raw -2041394.640085 + Penalty 4696.051964 = -2036698.588121
  nChanged 15
		SP:Iteration 57Q (176395.440000 sec): 3 clusters
  Score: Raw -2041396.742865 + Penalty 4696.051964 = -2036700.690901
  nChanged 20
		SP:Iteration 58Q (176395.710000 sec): 3 clusters
  Score: Raw -2041399.883166 + Penalty 4696.051964 = -2036703.831202
  nChanged 11
		SP:Iteration 59Q (176395.950000 sec): 3 clusters
  Score: Raw -2041401.555889 + Penalty 4696.051964 = -2036705.503925
  nChanged 14
		SP:Iteration 60F (176396.190000 sec): 3 clusters
  Score: Raw -2041403.675737 + Penalty 4696.051964 = -2036707.623773
  nChanged 11
		SP:Iteration 61Q (176396.470000 sec): 3 clusters
  Score: Raw -2041404.768803 + Penalty 4696.051964 = -2036708.716839
  nChanged 8
		SP:Iteration 62Q (176396.770000 sec): 3 clusters
  Score: Raw -2041405.707287 + Penalty 4696.051964 = -2036709.655323
  nChanged 8
		SP:Iteration 63Q (176397.050000 sec): 3 clusters
  Score: Raw -2041407.021731 + Penalty 4696.051964 = -2036710.969767
  nChanged 6
		SP:Iteration 64Q (176397.370000 sec): 3 clusters
  Score: Raw -2041407.782462 + Penalty 4696.051964 = -2036711.730498
  nChanged 10
		SP:Iteration 65Q (176397.670000 sec): 3 clusters
  Score: Raw -2041408.922324 + Penalty 4696.051964 = -2036712.870360
  nChanged 9
		SP:Iteration 66Q (176397.980000 sec): 3 clusters
  Score: Raw -2041410.068466 + Penalty 4696.051964 = -2036714.016502
  nChanged 9
		SP:Iteration 67Q (176398.210000 sec): 3 clusters
  Score: Raw -2041410.835981 + Penalty 4696.051964 = -2036714.784017
  nChanged 7
		SP:Iteration 68Q (176398.450000 sec): 3 clusters
  Score: Raw -2041411.699996 + Penalty 4696.051964 = -2036715.648032
  nChanged 9
		SP:Iteration 69Q (176398.820000 sec): 3 clusters
  Score: Raw -2041412.838196 + Penalty 4696.051964 = -2036716.786232
  nChanged 7
		SP:Iteration 70Q (176399.040000 sec): 3 clusters
  Score: Raw -2041413.500449 + Penalty 4696.051964 = -2036717.448485
  nChanged 3
		SP:Iteration 71Q (176399.280000 sec): 3 clusters
  Score: Raw -2041413.720921 + Penalty 4696.051964 = -2036717.668957
  nChanged 2
		SP:Iteration 72Q (176399.580000 sec): 3 clusters
  Score: Raw -2041413.834118 + Penalty 4696.051964 = -2036717.782153
  nChanged 2
		SP:Iteration 73Q (176399.870000 sec): 3 clusters
  Score: Raw -2041413.998120 + Penalty 4696.051964 = -2036717.946156
  nChanged 3
		SP:Iteration 74Q (176400.170000 sec): 3 clusters
  Score: Raw -2041414.238223 + Penalty 4696.051964 = -2036718.186259
  nChanged 1
		SP:Iteration 75Q (176400.450000 sec): 3 clusters
  Score: Raw -2041414.295743 + Penalty 4696.051964 = -2036718.243779
  nChanged 1
		SP:Iteration 76Q (176400.730000 sec): 3 clusters
  Score: Raw -2041414.381057 + Penalty 4696.051964 = -2036718.329093
  nChanged 1
		SP:Iteration 77Q (176400.980000 sec): 3 clusters
  Score: Raw -2041414.515315 + Penalty 4696.051964 = -2036718.463350
  nChanged 1
		SP:Iteration 78Q (176401.170000 sec): 3 clusters
  Score: Raw -2041414.580193 + Penalty 4696.051964 = -2036718.528229
  nChanged 1
		SP:Iteration 79Q (176401.490000 sec): 3 clusters
  Score: Raw -2041414.674432 + Penalty 4696.051964 = -2036718.622468
  nChanged 0
		SP:Iteration 80F (176401.780000 sec): 3 clusters
  Score: Raw -2041414.674432 + Penalty 4696.051964 = -2036718.622468
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 77 (6139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176401.950000 sec): 2 clusters
  Score: Raw -963474.479381 + Penalty 2163.159451 = -961311.319930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176402.210000 sec): 3 clusters
  Score: Raw -960469.731797 + Penalty 4326.318902 = -956143.412895
  nChanged 2402
		SP:Iteration 1F (176402.420000 sec): 3 clusters
  Score: Raw -961818.590045 + Penalty 4326.318902 = -957492.271143
  nChanged 448
		SP:Iteration 2F (176402.630000 sec): 3 clusters
  Score: Raw -962099.906428 + Penalty 4326.318902 = -957773.587526
  nChanged 365
		SP:Iteration 3F (176402.790000 sec): 3 clusters
  Score: Raw -962327.831183 + Penalty 4326.318902 = -958001.512281
  nChanged 317
		SP:Iteration 4F (176403.030000 sec): 3 clusters
  Score: Raw -962519.310500 + Penalty 4326.318902 = -958192.991598
  nChanged 271
		SP:Iteration 5Q (176403.310000 sec): 3 clusters
  Score: Raw -962667.418494 + Penalty 4326.318902 = -958341.099591
  nChanged 213
		SP:Iteration 6Q (176403.520000 sec): 3 clusters
  Score: Raw -962796.708294 + Penalty 4326.318902 = -958470.389392
  nChanged 204
		SP:Iteration 7Q (176403.710000 sec): 3 clusters
  Score: Raw -962909.787936 + Penalty 4326.318902 = -958583.469034
  nChanged 177
		SP:Iteration 8Q (176403.980000 sec): 3 clusters
  Score: Raw -963007.963038 + Penalty 4326.318902 = -958681.644136
  nChanged 156
		SP:Iteration 9Q (176404.180000 sec): 3 clusters
  Score: Raw -963092.532668 + Penalty 4326.318902 = -958766.213766
  nChanged 137
		SP:Iteration 10Q (176404.400000 sec): 3 clusters
  Score: Raw -963166.668409 + Penalty 4326.318902 = -958840.349506
  nChanged 122
		SP:Iteration 11Q (176404.650000 sec): 3 clusters
  Score: Raw -963233.141867 + Penalty 4326.318902 = -958906.822965
  nChanged 110
		SP:Iteration 12Q (176404.860000 sec): 3 clusters
  Score: Raw -963295.711162 + Penalty 4326.318902 = -958969.392260
  nChanged 106
		SP:Iteration 13Q (176405.070000 sec): 3 clusters
  Score: Raw -963353.757993 + Penalty 4326.318902 = -959027.439091
  nChanged 85
		SP:Iteration 14Q (176405.290000 sec): 3 clusters
  Score: Raw -963397.491362 + Penalty 4326.318902 = -959071.172460
  nChanged 75
		SP:Iteration 15Q (176405.550000 sec): 3 clusters
  Score: Raw -963438.539699 + Penalty 4326.318902 = -959112.220797
  nChanged 70
		SP:Iteration 16Q (176405.820000 sec): 3 clusters
  Score: Raw -963478.260300 + Penalty 4326.318902 = -959151.941398
  nChanged 67
		SP:Iteration 17Q (176406.030000 sec): 3 clusters
  Score: Raw -963516.823000 + Penalty 4326.318902 = -959190.504098
  nChanged 64
		SP:Iteration 18Q (176406.310000 sec): 3 clusters
  Score: Raw -963547.243144 + Penalty 4326.318902 = -959220.924242
  nChanged 42
		SP:Iteration 19Q (176406.570000 sec): 3 clusters
  Score: Raw -963565.361328 + Penalty 4326.318902 = -959239.042426
  nChanged 32
		SP:Iteration 20F (176406.780000 sec): 3 clusters
  Score: Raw -963578.472801 + Penalty 4326.318902 = -959252.153899
  nChanged 24
		SP:Iteration 21Q (176407.020000 sec): 3 clusters
  Score: Raw -963591.795337 + Penalty 4326.318902 = -959265.476434
  nChanged 21
		SP:Iteration 22Q (176407.210000 sec): 3 clusters
  Score: Raw -963604.150222 + Penalty 4326.318902 = -959277.831320
  nChanged 20
		SP:Iteration 23Q (176407.380000 sec): 3 clusters
  Score: Raw -963612.998323 + Penalty 4326.318902 = -959286.679421
  nChanged 19
		SP:Iteration 24Q (176407.590000 sec): 3 clusters
  Score: Raw -963620.740537 + Penalty 4326.318902 = -959294.421634
  nChanged 15
		SP:Iteration 25Q (176407.810000 sec): 3 clusters
  Score: Raw -963627.140385 + Penalty 4326.318902 = -959300.821482
  nChanged 13
		SP:Iteration 26Q (176408.010000 sec): 3 clusters
  Score: Raw -963633.143992 + Penalty 4326.318902 = -959306.825090
  nChanged 7
		SP:Iteration 27Q (176408.190000 sec): 3 clusters
  Score: Raw -963636.267293 + Penalty 4326.318902 = -959309.948391
  nChanged 3
		SP:Iteration 28Q (176408.370000 sec): 3 clusters
  Score: Raw -963637.678410 + Penalty 4326.318902 = -959311.359508
  nChanged 7
		SP:Iteration 29Q (176408.570000 sec): 3 clusters
  Score: Raw -963640.821367 + Penalty 4326.318902 = -959314.502465
  nChanged 7
		SP:Iteration 30Q (176408.830000 sec): 3 clusters
  Score: Raw -963643.892310 + Penalty 4326.318902 = -959317.573407
  nChanged 8
		SP:Iteration 31Q (176409.090000 sec): 3 clusters
  Score: Raw -963647.013822 + Penalty 4326.318902 = -959320.694920
  nChanged 2
		SP:Iteration 32Q (176409.310000 sec): 3 clusters
  Score: Raw -963648.096764 + Penalty 4326.318902 = -959321.777862
  nChanged 3
		SP:Iteration 33Q (176409.520000 sec): 3 clusters
  Score: Raw -963649.624177 + Penalty 4326.318902 = -959323.305275
  nChanged 2
		SP:Iteration 34Q (176409.690000 sec): 3 clusters
  Score: Raw -963650.616272 + Penalty 4326.318902 = -959324.297370
  nChanged 1
		SP:Iteration 35Q (176409.890000 sec): 3 clusters
  Score: Raw -963651.031551 + Penalty 4326.318902 = -959324.712649
  nChanged 3
		SP:Iteration 36Q (176410.050000 sec): 3 clusters
  Score: Raw -963652.509467 + Penalty 4326.318902 = -959326.190565
  nChanged 3
		SP:Iteration 37Q (176410.300000 sec): 3 clusters
  Score: Raw -963654.329561 + Penalty 4326.318902 = -959328.010659
  nChanged 3
		SP:Iteration 38Q (176410.520000 sec): 3 clusters
  Score: Raw -963655.788769 + Penalty 4326.318902 = -959329.469867
  nChanged 6
		SP:Iteration 39Q (176410.690000 sec): 3 clusters
  Score: Raw -963658.482144 + Penalty 4326.318902 = -959332.163242
  nChanged 9
		SP:Iteration 40F (176410.860000 sec): 3 clusters
  Score: Raw -963662.835004 + Penalty 4326.318902 = -959336.516102
  nChanged 8
		SP:Iteration 41Q (176411.070000 sec): 3 clusters
  Score: Raw -963667.542251 + Penalty 4326.318902 = -959341.223349
  nChanged 9
		SP:Iteration 42Q (176411.260000 sec): 3 clusters
  Score: Raw -963672.185603 + Penalty 4326.318902 = -959345.866701
  nChanged 8
		SP:Iteration 43Q (176411.420000 sec): 3 clusters
  Score: Raw -963677.749403 + Penalty 4326.318902 = -959351.430500
  nChanged 8
		SP:Iteration 44Q (176411.630000 sec): 3 clusters
  Score: Raw -963682.239806 + Penalty 4326.318902 = -959355.920903
  nChanged 6
		SP:Iteration 45Q (176411.800000 sec): 3 clusters
  Score: Raw -963684.746159 + Penalty 4326.318902 = -959358.427257
  nChanged 5
		SP:Iteration 46Q (176412.050000 sec): 3 clusters
  Score: Raw -963686.817187 + Penalty 4326.318902 = -959360.498285
  nChanged 5
		SP:Iteration 47Q (176412.290000 sec): 3 clusters
  Score: Raw -963689.209810 + Penalty 4326.318902 = -959362.890908
  nChanged 7
		SP:Iteration 48Q (176412.560000 sec): 3 clusters
  Score: Raw -963694.733932 + Penalty 4326.318902 = -959368.415029
  nChanged 7
		SP:Iteration 49Q (176412.740000 sec): 3 clusters
  Score: Raw -963698.970524 + Penalty 4326.318902 = -959372.651622
  nChanged 6
		SP:Iteration 50Q (176412.940000 sec): 3 clusters
  Score: Raw -963701.223558 + Penalty 4326.318902 = -959374.904656
  nChanged 1
		SP:Iteration 51Q (176413.190000 sec): 3 clusters
  Score: Raw -963701.343177 + Penalty 4326.318902 = -959375.024274
  nChanged 0
		SP:Iteration 52F (176413.400000 sec): 3 clusters
  Score: Raw -963701.343177 + Penalty 4326.318902 = -959375.024274
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 78 (142468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176414.430000 sec): 2 clusters
  Score: Raw -23217058.260186 + Penalty 2942.984428 = -23214115.275759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176415.630000 sec): 3 clusters
  Score: Raw -23125029.969320 + Penalty 5885.968855 = -23119144.000464
  nChanged 67902
		SP:Iteration 1F (176416.770000 sec): 3 clusters
  Score: Raw -23164555.795416 + Penalty 5885.968855 = -23158669.826561
  nChanged 4917
		SP:Iteration 2Q (176418.090000 sec): 3 clusters
  Score: Raw -23165905.708663 + Penalty 5885.968855 = -23160019.739808
  nChanged 5907
		SP:Iteration 3Q (176419.390000 sec): 3 clusters
  Score: Raw -23167978.051576 + Penalty 5885.968855 = -23162092.082721
  nChanged 7362
		SP:Iteration 4F (176420.610000 sec): 3 clusters
  Score: Raw -23171403.418000 + Penalty 5885.968855 = -23165517.449144
  nChanged 9198
		SP:Iteration 5F (176421.690000 sec): 3 clusters
  Score: Raw -23176878.251215 + Penalty 5885.968855 = -23170992.282360
  nChanged 10781
		SP:Iteration 6F (176422.980000 sec): 3 clusters
  Score: Raw -23184833.389308 + Penalty 5885.968855 = -23178947.420453
  nChanged 11409
		SP:Iteration 7F (176424.200000 sec): 3 clusters
  Score: Raw -23194829.805496 + Penalty 5885.968855 = -23188943.836641
  nChanged 10388
		SP:Iteration 8F (176425.440000 sec): 3 clusters
  Score: Raw -23205049.120298 + Penalty 5885.968855 = -23199163.151442
  nChanged 7196
		SP:Iteration 9F (176426.540000 sec): 3 clusters
  Score: Raw -23212470.535018 + Penalty 5885.968855 = -23206584.566163
  nChanged 3372
		SP:Iteration 10Q (176427.820000 sec): 3 clusters
  Score: Raw -23215854.389916 + Penalty 5885.968855 = -23209968.421061
  nChanged 1026
		SP:Iteration 11Q (176428.940000 sec): 3 clusters
  Score: Raw -23216889.425515 + Penalty 5885.968855 = -23211003.456660
  nChanged 230
		SP:Iteration 12Q (176429.950000 sec): 3 clusters
  Score: Raw -23217153.614380 + Penalty 5885.968855 = -23211267.645525
  nChanged 70
		SP:Iteration 13Q (176431.060000 sec): 3 clusters
  Score: Raw -23217255.355465 + Penalty 5885.968855 = -23211369.386609
  nChanged 34
		SP:Iteration 14Q (176432.040000 sec): 3 clusters
  Score: Raw -23217311.549783 + Penalty 5885.968855 = -23211425.580927
  nChanged 17
		SP:Iteration 15Q (176433.050000 sec): 3 clusters
  Score: Raw -23217344.155239 + Penalty 5885.968855 = -23211458.186384
  nChanged 9
		SP:Iteration 16Q (176434.070000 sec): 3 clusters
  Score: Raw -23217359.354716 + Penalty 5885.968855 = -23211473.385861
  nChanged 4
		SP:Iteration 17Q (176435.040000 sec): 3 clusters
  Score: Raw -23217366.588692 + Penalty 5885.968855 = -23211480.619837
  nChanged 5
		SP:Iteration 18Q (176435.970000 sec): 3 clusters
  Score: Raw -23217373.559257 + Penalty 5885.968855 = -23211487.590401
  nChanged 5
		SP:Iteration 19Q (176437.010000 sec): 3 clusters
  Score: Raw -23217381.373506 + Penalty 5885.968855 = -23211495.404650
  nChanged 2
		SP:Iteration 20F (176438.240000 sec): 3 clusters
  Score: Raw -23217384.154374 + Penalty 5885.968855 = -23211498.185519
  nChanged 1
		SP:Iteration 21Q (176439.330000 sec): 3 clusters
  Score: Raw -23217385.840743 + Penalty 5885.968855 = -23211499.871888
  nChanged 1
		SP:Iteration 22Q (176440.360000 sec): 3 clusters
  Score: Raw -23217386.975367 + Penalty 5885.968855 = -23211501.006511
  nChanged 3
		SP:Iteration 23Q (176441.380000 sec): 3 clusters
  Score: Raw -23217391.707728 + Penalty 5885.968855 = -23211505.738873
  nChanged 3
		SP:Iteration 24Q (176442.390000 sec): 3 clusters
  Score: Raw -23217396.779282 + Penalty 5885.968855 = -23211510.810427
  nChanged 7
		SP:Iteration 25Q (176443.470000 sec): 3 clusters
  Score: Raw -23217408.321349 + Penalty 5885.968855 = -23211522.352494
  nChanged 6
		SP:Iteration 26Q (176444.540000 sec): 3 clusters
  Score: Raw -23217419.023361 + Penalty 5885.968855 = -23211533.054506
  nChanged 1
		SP:Iteration 27Q (176445.600000 sec): 3 clusters
  Score: Raw -23217421.028577 + Penalty 5885.968855 = -23211535.059722
  nChanged 1
		SP:Iteration 28Q (176446.670000 sec): 3 clusters
  Score: Raw -23217423.126505 + Penalty 5885.968855 = -23211537.157650
  nChanged 1
		SP:Iteration 29Q (176447.790000 sec): 3 clusters
  Score: Raw -23217424.718377 + Penalty 5885.968855 = -23211538.749522
  nChanged 0
		SP:Iteration 30F (176448.950000 sec): 3 clusters
  Score: Raw -23217424.718377 + Penalty 5885.968855 = -23211538.749522
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 79 (21461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176449.330000 sec): 2 clusters
  Score: Raw -3425178.207659 + Penalty 2473.550168 = -3422704.657491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176449.680000 sec): 3 clusters
  Score: Raw -3412742.848767 + Penalty 4947.100336 = -3407795.748431
  nChanged 9404
		SP:Iteration 1F (176450.110000 sec): 3 clusters
  Score: Raw -3418030.296890 + Penalty 4947.100336 = -3413083.196553
  nChanged 1366
		SP:Iteration 2F (176450.410000 sec): 3 clusters
  Score: Raw -3418719.244684 + Penalty 4947.100336 = -3413772.144348
  nChanged 1257
		SP:Iteration 3F (176450.720000 sec): 3 clusters
  Score: Raw -3419466.876869 + Penalty 4947.100336 = -3414519.776532
  nChanged 1405
		SP:Iteration 4F (176451.030000 sec): 3 clusters
  Score: Raw -3420429.772301 + Penalty 4947.100336 = -3415482.671964
  nChanged 1438
		SP:Iteration 5F (176451.330000 sec): 3 clusters
  Score: Raw -3421441.858946 + Penalty 4947.100336 = -3416494.758610
  nChanged 1413
		SP:Iteration 6F (176451.650000 sec): 3 clusters
  Score: Raw -3422467.172809 + Penalty 4947.100336 = -3417520.072473
  nChanged 1207
		SP:Iteration 7F (176452.010000 sec): 3 clusters
  Score: Raw -3423339.197614 + Penalty 4947.100336 = -3418392.097278
  nChanged 1001
		SP:Iteration 8Q (176452.300000 sec): 3 clusters
  Score: Raw -3424064.096186 + Penalty 4947.100336 = -3419116.995850
  nChanged 846
		SP:Iteration 9Q (176452.660000 sec): 3 clusters
  Score: Raw -3424603.923342 + Penalty 4947.100336 = -3419656.823005
  nChanged 686
		SP:Iteration 10Q (176453.030000 sec): 3 clusters
  Score: Raw -3424984.027089 + Penalty 4947.100336 = -3420036.926753
  nChanged 515
		SP:Iteration 11Q (176453.320000 sec): 3 clusters
  Score: Raw -3425186.735697 + Penalty 4947.100336 = -3420239.635361
  nChanged 302
		SP:Iteration 12Q (176453.660000 sec): 3 clusters
  Score: Raw -3425279.200043 + Penalty 4947.100336 = -3420332.099707
  nChanged 246
		SP:Iteration 13Q (176453.990000 sec): 3 clusters
  Score: Raw -3425348.125962 + Penalty 4947.100336 = -3420401.025626
  nChanged 184
		SP:Iteration 14Q (176454.380000 sec): 3 clusters
  Score: Raw -3425392.449498 + Penalty 4947.100336 = -3420445.349162
  nChanged 140
		SP:Iteration 15Q (176454.750000 sec): 3 clusters
  Score: Raw -3425423.125137 + Penalty 4947.100336 = -3420476.024800
  nChanged 129
		SP:Iteration 16Q (176455.150000 sec): 3 clusters
  Score: Raw -3425455.912428 + Penalty 4947.100336 = -3420508.812091
  nChanged 114
		SP:Iteration 17Q (176455.460000 sec): 3 clusters
  Score: Raw -3425478.259910 + Penalty 4947.100336 = -3420531.159574
  nChanged 93
		SP:Iteration 18Q (176455.880000 sec): 3 clusters
  Score: Raw -3425497.567227 + Penalty 4947.100336 = -3420550.466891
  nChanged 85
		SP:Iteration 19Q (176456.170000 sec): 3 clusters
  Score: Raw -3425512.970545 + Penalty 4947.100336 = -3420565.870208
  nChanged 72
		SP:Iteration 20F (176456.480000 sec): 3 clusters
  Score: Raw -3425526.795803 + Penalty 4947.100336 = -3420579.695467
  nChanged 51
		SP:Iteration 21Q (176456.800000 sec): 3 clusters
  Score: Raw -3425534.168131 + Penalty 4947.100336 = -3420587.067795
  nChanged 48
		SP:Iteration 22Q (176457.200000 sec): 3 clusters
  Score: Raw -3425541.715002 + Penalty 4947.100336 = -3420594.614666
  nChanged 55
		SP:Iteration 23Q (176457.570000 sec): 3 clusters
  Score: Raw -3425549.388122 + Penalty 4947.100336 = -3420602.287786
  nChanged 51
		SP:Iteration 24Q (176457.900000 sec): 3 clusters
  Score: Raw -3425556.852216 + Penalty 4947.100336 = -3420609.751879
  nChanged 50
		SP:Iteration 25Q (176458.210000 sec): 3 clusters
  Score: Raw -3425565.634050 + Penalty 4947.100336 = -3420618.533714
  nChanged 54
		SP:Iteration 26Q (176458.540000 sec): 3 clusters
  Score: Raw -3425573.879532 + Penalty 4947.100336 = -3420626.779196
  nChanged 42
		SP:Iteration 27Q (176458.900000 sec): 3 clusters
  Score: Raw -3425580.929937 + Penalty 4947.100336 = -3420633.829601
  nChanged 36
		SP:Iteration 28Q (176459.240000 sec): 3 clusters
  Score: Raw -3425585.081916 + Penalty 4947.100336 = -3420637.981580
  nChanged 36
		SP:Iteration 29Q (176459.620000 sec): 3 clusters
  Score: Raw -3425588.942678 + Penalty 4947.100336 = -3420641.842342
  nChanged 21
		SP:Iteration 30Q (176460.030000 sec): 3 clusters
  Score: Raw -3425591.714747 + Penalty 4947.100336 = -3420644.614411
  nChanged 34
		SP:Iteration 31Q (176460.370000 sec): 3 clusters
  Score: Raw -3425595.517559 + Penalty 4947.100336 = -3420648.417222
  nChanged 26
		SP:Iteration 32Q (176460.770000 sec): 3 clusters
  Score: Raw -3425598.588056 + Penalty 4947.100336 = -3420651.487720
  nChanged 28
		SP:Iteration 33Q (176461.150000 sec): 3 clusters
  Score: Raw -3425601.735658 + Penalty 4947.100336 = -3420654.635322
  nChanged 24
		SP:Iteration 34Q (176461.510000 sec): 3 clusters
  Score: Raw -3425604.200079 + Penalty 4947.100336 = -3420657.099742
  nChanged 23
		SP:Iteration 35Q (176461.890000 sec): 3 clusters
  Score: Raw -3425606.407461 + Penalty 4947.100336 = -3420659.307125
  nChanged 12
		SP:Iteration 36Q (176462.190000 sec): 3 clusters
  Score: Raw -3425607.396936 + Penalty 4947.100336 = -3420660.296600
  nChanged 15
		SP:Iteration 37Q (176462.500000 sec): 3 clusters
  Score: Raw -3425608.634624 + Penalty 4947.100336 = -3420661.534288
  nChanged 12
		SP:Iteration 38Q (176462.850000 sec): 3 clusters
  Score: Raw -3425609.432029 + Penalty 4947.100336 = -3420662.331692
  nChanged 10
		SP:Iteration 39Q (176463.120000 sec): 3 clusters
  Score: Raw -3425610.217674 + Penalty 4947.100336 = -3420663.117338
  nChanged 6
		SP:Iteration 40F (176463.480000 sec): 3 clusters
  Score: Raw -3425610.642564 + Penalty 4947.100336 = -3420663.542228
  nChanged 5
		SP:Iteration 41Q (176463.850000 sec): 3 clusters
  Score: Raw -3425611.018494 + Penalty 4947.100336 = -3420663.918157
  nChanged 2
		SP:Iteration 42Q (176464.200000 sec): 3 clusters
  Score: Raw -3425611.098392 + Penalty 4947.100336 = -3420663.998056
  nChanged 1
		SP:Iteration 43Q (176464.700000 sec): 3 clusters
  Score: Raw -3425611.143445 + Penalty 4947.100336 = -3420664.043109
  nChanged 0
		SP:Iteration 44F (176465.000000 sec): 3 clusters
  Score: Raw -3425611.143445 + Penalty 4947.100336 = -3420664.043109
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 80 (3562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176465.160000 sec): 2 clusters
  Score: Raw -558578.875913 + Penalty 2028.163211 = -556550.712702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176465.430000 sec): 3 clusters
  Score: Raw -557064.668653 + Penalty 4056.326422 = -553008.342231
  nChanged 1287
		SP:Iteration 1F (176465.640000 sec): 3 clusters
  Score: Raw -557871.515276 + Penalty 4056.326422 = -553815.188854
  nChanged 308
		SP:Iteration 2F (176465.880000 sec): 3 clusters
  Score: Raw -558130.025700 + Penalty 4056.326422 = -554073.699278
  nChanged 220
		SP:Iteration 3F (176466.080000 sec): 3 clusters
  Score: Raw -558300.545283 + Penalty 4056.326422 = -554244.218861
  nChanged 192
		SP:Iteration 4F (176466.280000 sec): 3 clusters
  Score: Raw -558472.661010 + Penalty 4056.326422 = -554416.334588
  nChanged 192
		SP:Iteration 5F (176466.540000 sec): 3 clusters
  Score: Raw -558672.583493 + Penalty 4056.326422 = -554616.257071
  nChanged 179
		SP:Iteration 6F (176466.700000 sec): 3 clusters
  Score: Raw -558871.636797 + Penalty 4056.326422 = -554815.310375
  nChanged 155
		SP:Iteration 7Q (176466.900000 sec): 3 clusters
  Score: Raw -559036.674925 + Penalty 4056.326422 = -554980.348503
  nChanged 127
		SP:Iteration 8Q (176467.040000 sec): 3 clusters
  Score: Raw -559203.671364 + Penalty 4056.326422 = -555147.344942
  nChanged 127
		SP:Iteration 9Q (176467.180000 sec): 3 clusters
  Score: Raw -559345.393715 + Penalty 4056.326422 = -555289.067293
  nChanged 105
		SP:Iteration 10Q (176467.320000 sec): 3 clusters
  Score: Raw -559439.047866 + Penalty 4056.326422 = -555382.721444
  nChanged 78
		SP:Iteration 11Q (176467.460000 sec): 3 clusters
  Score: Raw -559509.529276 + Penalty 4056.326422 = -555453.202854
  nChanged 64
		SP:Iteration 12Q (176467.610000 sec): 3 clusters
  Score: Raw -559560.090957 + Penalty 4056.326422 = -555503.764535
  nChanged 44
		SP:Iteration 13Q (176467.800000 sec): 3 clusters
  Score: Raw -559593.332847 + Penalty 4056.326422 = -555537.006425
  nChanged 40
		SP:Iteration 14Q (176467.940000 sec): 3 clusters
  Score: Raw -559627.994007 + Penalty 4056.326422 = -555571.667585
  nChanged 35
		SP:Iteration 15Q (176468.080000 sec): 3 clusters
  Score: Raw -559656.229836 + Penalty 4056.326422 = -555599.903414
  nChanged 36
		SP:Iteration 16Q (176468.240000 sec): 3 clusters
  Score: Raw -559677.966669 + Penalty 4056.326422 = -555621.640247
  nChanged 26
		SP:Iteration 17Q (176468.370000 sec): 3 clusters
  Score: Raw -559690.481674 + Penalty 4056.326422 = -555634.155252
  nChanged 18
		SP:Iteration 18Q (176468.500000 sec): 3 clusters
  Score: Raw -559697.031374 + Penalty 4056.326422 = -555640.704952
  nChanged 16
		SP:Iteration 19Q (176468.650000 sec): 3 clusters
  Score: Raw -559704.678677 + Penalty 4056.326422 = -555648.352255
  nChanged 11
		SP:Iteration 20F (176468.790000 sec): 3 clusters
  Score: Raw -559709.151314 + Penalty 4056.326422 = -555652.824892
  nChanged 7
		SP:Iteration 21Q (176468.980000 sec): 3 clusters
  Score: Raw -559712.282698 + Penalty 4056.326422 = -555655.956276
  nChanged 7
		SP:Iteration 22Q (176469.100000 sec): 3 clusters
  Score: Raw -559714.899839 + Penalty 4056.326422 = -555658.573417
  nChanged 3
		SP:Iteration 23Q (176469.240000 sec): 3 clusters
  Score: Raw -559716.620531 + Penalty 4056.326422 = -555660.294109
  nChanged 3
		SP:Iteration 24Q (176469.390000 sec): 3 clusters
  Score: Raw -559717.531304 + Penalty 4056.326422 = -555661.204882
  nChanged 3
		SP:Iteration 25Q (176469.580000 sec): 3 clusters
  Score: Raw -559718.757259 + Penalty 4056.326422 = -555662.430837
  nChanged 0
		SP:Iteration 26F (176469.740000 sec): 3 clusters
  Score: Raw -559718.757259 + Penalty 4056.326422 = -555662.430837
  nChanged 0
Iteration 299Q (176723.090000 sec): 81 clusters
  Score: Raw -289244232.021933 + Penalty 286545.140364 = -288957686.881569
  nChanged 74
Iteration 300F (177138.090000 sec): 81 clusters
  Score: Raw -289244234.681623 + Penalty 286545.140364 = -288957689.541259
  nChanged 63
Iteration 301Q (177388.910000 sec): 81 clusters
  Score: Raw -289244236.737185 + Penalty 286545.140364 = -288957691.596821
  nChanged 58
Iteration 302Q (177649.840000 sec): 81 clusters
  Score: Raw -289244238.889508 + Penalty 286545.140364 = -288957693.749144
  nChanged 48
Iteration 303Q (177921.960000 sec): 81 clusters
  Score: Raw -289244240.747415 + Penalty 286545.140364 = -288957695.607051
  nChanged 48
Iteration 304Q (178127.120000 sec): 81 clusters
  Score: Raw -289244242.424719 + Penalty 286545.140364 = -288957697.284355
  nChanged 46
Iteration 305Q (178391.480000 sec): 81 clusters
  Score: Raw -289244244.036322 + Penalty 286545.140364 = -288957698.895958
  nChanged 53
Iteration 306Q (178650.000000 sec): 81 clusters
  Score: Raw -289244245.884242 + Penalty 286545.140364 = -288957700.743878
  nChanged 45
Iteration 307Q (178898.750000 sec): 81 clusters
  Score: Raw -289244247.355654 + Penalty 286545.140364 = -288957702.215291
  nChanged 53
Iteration 308Q (179162.140000 sec): 81 clusters
  Score: Raw -289244249.251126 + Penalty 286545.140364 = -288957704.110762
  nChanged 46
Iteration 309Q (179419.880000 sec): 81 clusters
  Score: Raw -289244251.271642 + Penalty 286545.140364 = -288957706.131278
  nChanged 45
Iteration 310Q (179681.300000 sec): 81 clusters
  Score: Raw -289244253.306574 + Penalty 286545.140364 = -288957708.166210
  nChanged 33
Iteration 311Q (179943.710000 sec): 81 clusters
  Score: Raw -289244255.640620 + Penalty 286545.140364 = -288957710.500256
  nChanged 40
Iteration 312Q (180205.140000 sec): 81 clusters
  Score: Raw -289244257.687477 + Penalty 286545.140364 = -288957712.547114
  nChanged 36
Iteration 313Q (180463.530000 sec): 81 clusters
  Score: Raw -289244259.692177 + Penalty 286545.140364 = -288957714.551813
  nChanged 32
Iteration 314Q (180714.650000 sec): 81 clusters
  Score: Raw -289244261.412925 + Penalty 286545.140364 = -288957716.272561
  nChanged 41
Iteration 315Q (180963.040000 sec): 81 clusters
  Score: Raw -289244263.871854 + Penalty 286545.140364 = -288957718.731490
  nChanged 21
Iteration 316Q (181230.110000 sec): 81 clusters
  Score: Raw -289244265.805829 + Penalty 286545.140364 = -288957720.665465
  nChanged 34
Iteration 317Q (181488.010000 sec): 81 clusters
  Score: Raw -289244268.185073 + Penalty 286545.140364 = -288957723.044709
  nChanged 33
Iteration 318Q (181751.670000 sec): 81 clusters
  Score: Raw -289244269.964800 + Penalty 286545.140364 = -288957724.824436
  nChanged 35
Iteration 319Q (182070.290000 sec): 81 clusters
  Score: Raw -289244271.621597 + Penalty 286545.140364 = -288957726.481234
  nChanged 31
Iteration 320F (182515.940000 sec): 81 clusters
  Score: Raw -289244272.669000 + Penalty 286545.140364 = -288957727.528636
  nChanged 37
Iteration 321Q (182809.330000 sec): 81 clusters
  Score: Raw -289244273.836247 + Penalty 286545.140364 = -288957728.695883
  nChanged 40
Iteration 322Q (183075.500000 sec): 81 clusters
  Score: Raw -289244275.778944 + Penalty 286545.140364 = -288957730.638581
  nChanged 37
Iteration 323Q (183337.370000 sec): 81 clusters
  Score: Raw -289244278.273881 + Penalty 286545.140364 = -288957733.133518
  nChanged 28
Iteration 324Q (183585.910000 sec): 81 clusters
  Score: Raw -289244279.804725 + Penalty 286545.140364 = -288957734.664361
  nChanged 24
Iteration 325Q (183816.470000 sec): 81 clusters
  Score: Raw -289244281.919060 + Penalty 286545.140364 = -288957736.778696
  nChanged 30
Iteration 326Q (184049.880000 sec): 81 clusters
  Score: Raw -289244284.225018 + Penalty 286545.140364 = -288957739.084654
  nChanged 29
Iteration 327Q (184300.850000 sec): 81 clusters
  Score: Raw -289244285.930606 + Penalty 286545.140364 = -288957740.790243
  nChanged 34
Iteration 328Q (184553.650000 sec): 81 clusters
  Score: Raw -289244288.091366 + Penalty 286545.140364 = -288957742.951002
  nChanged 26
Iteration 329Q (184799.030000 sec): 81 clusters
  Score: Raw -289244290.156921 + Penalty 286545.140364 = -288957745.016557
  nChanged 28
Iteration 330Q (185046.560000 sec): 81 clusters
  Score: Raw -289244293.141551 + Penalty 286545.140364 = -288957748.001188
  nChanged 25
Iteration 331Q (185294.630000 sec): 81 clusters
  Score: Raw -289244295.330385 + Penalty 286545.140364 = -288957750.190021
  nChanged 20
Iteration 332Q (185544.480000 sec): 81 clusters
  Score: Raw -289244296.366652 + Penalty 286545.140364 = -288957751.226288
  nChanged 12
Iteration 333Q (185797.360000 sec): 81 clusters
  Score: Raw -289244297.052722 + Penalty 286545.140364 = -288957751.912358
  nChanged 13
Iteration 334Q (186043.140000 sec): 81 clusters
  Score: Raw -289244298.028967 + Penalty 286545.140364 = -288957752.888603
  nChanged 15
Iteration 335Q (186295.200000 sec): 81 clusters
  Score: Raw -289244299.068358 + Penalty 286545.140364 = -288957753.927994
  nChanged 12
Iteration 336Q (186546.700000 sec): 81 clusters
  Score: Raw -289244300.060700 + Penalty 286545.140364 = -288957754.920336
  nChanged 13
Iteration 337Q (186794.050000 sec): 81 clusters
  Score: Raw -289244300.946740 + Penalty 286545.140364 = -288957755.806376
  nChanged 7
Iteration 338Q (187041.780000 sec): 81 clusters
  Score: Raw -289244301.350285 + Penalty 286545.140364 = -288957756.209922
  nChanged 3
Writing temp clu file 
Because OldScore, -288957755.806376, is greater than current (better) Score,-288957756.209922 
 Compute initial score before splitting:   Score: Raw -289244301.350285 + Penalty 286545.140364 = -288957756.209922
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (14981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187043.790000 sec): 2 clusters
  Score: Raw -2244640.365113 + Penalty 2384.405427 = -2242255.959687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187044.100000 sec): 3 clusters
  Score: Raw -2236242.703222 + Penalty 4768.810853 = -2231473.892369
  nChanged 6388
		SP:Iteration 1F (187044.450000 sec): 3 clusters
  Score: Raw -2239624.357241 + Penalty 4768.810853 = -2234855.546388
  nChanged 945
		SP:Iteration 2F (187044.730000 sec): 3 clusters
  Score: Raw -2240068.088674 + Penalty 4768.810853 = -2235299.277821
  nChanged 815
		SP:Iteration 3F (187045.070000 sec): 3 clusters
  Score: Raw -2240455.232205 + Penalty 4768.810853 = -2235686.421352
  nChanged 776
		SP:Iteration 4F (187045.400000 sec): 3 clusters
  Score: Raw -2240890.572290 + Penalty 4768.810853 = -2236121.761437
  nChanged 784
		SP:Iteration 5F (187045.710000 sec): 3 clusters
  Score: Raw -2241331.143133 + Penalty 4768.810853 = -2236562.332280
  nChanged 731
		SP:Iteration 6Q (187046.070000 sec): 3 clusters
  Score: Raw -2241780.262386 + Penalty 4768.810853 = -2237011.451533
  nChanged 720
		SP:Iteration 7Q (187046.410000 sec): 3 clusters
  Score: Raw -2242224.446124 + Penalty 4768.810853 = -2237455.635271
  nChanged 701
		SP:Iteration 8Q (187046.790000 sec): 3 clusters
  Score: Raw -2242601.221150 + Penalty 4768.810853 = -2237832.410297
  nChanged 592
		SP:Iteration 9Q (187047.140000 sec): 3 clusters
  Score: Raw -2242906.122500 + Penalty 4768.810853 = -2238137.311647
  nChanged 547
		SP:Iteration 10Q (187047.570000 sec): 3 clusters
  Score: Raw -2243168.537704 + Penalty 4768.810853 = -2238399.726851
  nChanged 452
		SP:Iteration 11Q (187047.940000 sec): 3 clusters
  Score: Raw -2243388.727126 + Penalty 4768.810853 = -2238619.916273
  nChanged 419
		SP:Iteration 12Q (187048.290000 sec): 3 clusters
  Score: Raw -2243572.751237 + Penalty 4768.810853 = -2238803.940384
  nChanged 346
		SP:Iteration 13Q (187048.630000 sec): 3 clusters
  Score: Raw -2243710.485428 + Penalty 4768.810853 = -2238941.674575
  nChanged 307
		SP:Iteration 14Q (187048.880000 sec): 3 clusters
  Score: Raw -2243839.094657 + Penalty 4768.810853 = -2239070.283804
  nChanged 281
		SP:Iteration 15Q (187049.230000 sec): 3 clusters
  Score: Raw -2243955.584786 + Penalty 4768.810853 = -2239186.773932
  nChanged 248
		SP:Iteration 16Q (187049.590000 sec): 3 clusters
  Score: Raw -2244059.208521 + Penalty 4768.810853 = -2239290.397668
  nChanged 222
		SP:Iteration 17Q (187049.910000 sec): 3 clusters
  Score: Raw -2244149.852833 + Penalty 4768.810853 = -2239381.041980
  nChanged 210
		SP:Iteration 18Q (187050.200000 sec): 3 clusters
  Score: Raw -2244230.942453 + Penalty 4768.810853 = -2239462.131600
  nChanged 193
		SP:Iteration 19Q (187050.530000 sec): 3 clusters
  Score: Raw -2244295.158776 + Penalty 4768.810853 = -2239526.347923
  nChanged 164
		SP:Iteration 20F (187050.860000 sec): 3 clusters
  Score: Raw -2244356.599388 + Penalty 4768.810853 = -2239587.788535
  nChanged 155
		SP:Iteration 21Q (187051.200000 sec): 3 clusters
  Score: Raw -2244413.719923 + Penalty 4768.810853 = -2239644.909069
  nChanged 142
		SP:Iteration 22Q (187051.450000 sec): 3 clusters
  Score: Raw -2244470.409819 + Penalty 4768.810853 = -2239701.598966
  nChanged 140
		SP:Iteration 23Q (187051.750000 sec): 3 clusters
  Score: Raw -2244518.882241 + Penalty 4768.810853 = -2239750.071388
  nChanged 135
		SP:Iteration 24Q (187052.070000 sec): 3 clusters
  Score: Raw -2244569.429993 + Penalty 4768.810853 = -2239800.619140
  nChanged 141
		SP:Iteration 25Q (187052.370000 sec): 3 clusters
  Score: Raw -2244625.796147 + Penalty 4768.810853 = -2239856.985294
  nChanged 121
		SP:Iteration 26Q (187052.690000 sec): 3 clusters
  Score: Raw -2244667.567786 + Penalty 4768.810853 = -2239898.756932
  nChanged 116
		SP:Iteration 27Q (187053.010000 sec): 3 clusters
  Score: Raw -2244708.998278 + Penalty 4768.810853 = -2239940.187424
  nChanged 115
		SP:Iteration 28Q (187053.290000 sec): 3 clusters
  Score: Raw -2244748.489058 + Penalty 4768.810853 = -2239979.678205
  nChanged 110
		SP:Iteration 29Q (187053.610000 sec): 3 clusters
  Score: Raw -2244788.261789 + Penalty 4768.810853 = -2240019.450936
  nChanged 110
		SP:Iteration 30Q (187053.870000 sec): 3 clusters
  Score: Raw -2244826.793888 + Penalty 4768.810853 = -2240057.983035
  nChanged 101
		SP:Iteration 31Q (187054.220000 sec): 3 clusters
  Score: Raw -2244865.010660 + Penalty 4768.810853 = -2240096.199807
  nChanged 101
		SP:Iteration 32Q (187054.480000 sec): 3 clusters
  Score: Raw -2244904.895200 + Penalty 4768.810853 = -2240136.084347
  nChanged 108
		SP:Iteration 33Q (187054.750000 sec): 3 clusters
  Score: Raw -2244942.912578 + Penalty 4768.810853 = -2240174.101725
  nChanged 77
		SP:Iteration 34Q (187055.030000 sec): 3 clusters
  Score: Raw -2244965.023932 + Penalty 4768.810853 = -2240196.213079
  nChanged 77
		SP:Iteration 35Q (187055.290000 sec): 3 clusters
  Score: Raw -2244989.357480 + Penalty 4768.810853 = -2240220.546626
  nChanged 73
		SP:Iteration 36Q (187055.600000 sec): 3 clusters
  Score: Raw -2245012.373434 + Penalty 4768.810853 = -2240243.562581
  nChanged 62
		SP:Iteration 37Q (187055.930000 sec): 3 clusters
  Score: Raw -2245031.412574 + Penalty 4768.810853 = -2240262.601720
  nChanged 59
		SP:Iteration 38Q (187056.150000 sec): 3 clusters
  Score: Raw -2245051.569680 + Penalty 4768.810853 = -2240282.758826
  nChanged 66
		SP:Iteration 39Q (187056.410000 sec): 3 clusters
  Score: Raw -2245075.308624 + Penalty 4768.810853 = -2240306.497770
  nChanged 66
		SP:Iteration 40F (187056.690000 sec): 3 clusters
  Score: Raw -2245097.992170 + Penalty 4768.810853 = -2240329.181317
  nChanged 64
		SP:Iteration 41Q (187056.920000 sec): 3 clusters
  Score: Raw -2245119.869410 + Penalty 4768.810853 = -2240351.058556
  nChanged 51
		SP:Iteration 42Q (187057.170000 sec): 3 clusters
  Score: Raw -2245137.922449 + Penalty 4768.810853 = -2240369.111596
  nChanged 42
		SP:Iteration 43Q (187057.460000 sec): 3 clusters
  Score: Raw -2245149.686956 + Penalty 4768.810853 = -2240380.876103
  nChanged 43
		SP:Iteration 44Q (187057.690000 sec): 3 clusters
  Score: Raw -2245160.231434 + Penalty 4768.810853 = -2240391.420581
  nChanged 38
		SP:Iteration 45Q (187057.930000 sec): 3 clusters
  Score: Raw -2245171.201267 + Penalty 4768.810853 = -2240402.390414
  nChanged 32
		SP:Iteration 46Q (187058.180000 sec): 3 clusters
  Score: Raw -2245180.969716 + Penalty 4768.810853 = -2240412.158863
  nChanged 24
		SP:Iteration 47Q (187058.400000 sec): 3 clusters
  Score: Raw -2245186.923074 + Penalty 4768.810853 = -2240418.112221
  nChanged 20
		SP:Iteration 48Q (187058.660000 sec): 3 clusters
  Score: Raw -2245191.550361 + Penalty 4768.810853 = -2240422.739507
  nChanged 22
		SP:Iteration 49Q (187058.890000 sec): 3 clusters
  Score: Raw -2245198.642047 + Penalty 4768.810853 = -2240429.831194
  nChanged 22
		SP:Iteration 50Q (187059.140000 sec): 3 clusters
  Score: Raw -2245204.598073 + Penalty 4768.810853 = -2240435.787219
  nChanged 26
		SP:Iteration 51Q (187059.420000 sec): 3 clusters
  Score: Raw -2245212.511248 + Penalty 4768.810853 = -2240443.700395
  nChanged 25
		SP:Iteration 52Q (187059.690000 sec): 3 clusters
  Score: Raw -2245218.551489 + Penalty 4768.810853 = -2240449.740636
  nChanged 15
		SP:Iteration 53Q (187059.950000 sec): 3 clusters
  Score: Raw -2245221.671136 + Penalty 4768.810853 = -2240452.860283
  nChanged 13
		SP:Iteration 54Q (187060.200000 sec): 3 clusters
  Score: Raw -2245226.397415 + Penalty 4768.810853 = -2240457.586562
  nChanged 22
		SP:Iteration 55Q (187060.530000 sec): 3 clusters
  Score: Raw -2245233.486918 + Penalty 4768.810853 = -2240464.676065
  nChanged 20
		SP:Iteration 56Q (187060.820000 sec): 3 clusters
  Score: Raw -2245240.693415 + Penalty 4768.810853 = -2240471.882562
  nChanged 26
		SP:Iteration 57Q (187061.080000 sec): 3 clusters
  Score: Raw -2245248.792360 + Penalty 4768.810853 = -2240479.981507
  nChanged 25
		SP:Iteration 58Q (187061.370000 sec): 3 clusters
  Score: Raw -2245256.814553 + Penalty 4768.810853 = -2240488.003700
  nChanged 24
		SP:Iteration 59Q (187061.650000 sec): 3 clusters
  Score: Raw -2245263.008712 + Penalty 4768.810853 = -2240494.197859
  nChanged 15
		SP:Iteration 60F (187061.880000 sec): 3 clusters
  Score: Raw -2245266.871575 + Penalty 4768.810853 = -2240498.060721
  nChanged 13
		SP:Iteration 61Q (187062.160000 sec): 3 clusters
  Score: Raw -2245272.756778 + Penalty 4768.810853 = -2240503.945925
  nChanged 16
		SP:Iteration 62Q (187062.370000 sec): 3 clusters
  Score: Raw -2245279.302992 + Penalty 4768.810853 = -2240510.492139
  nChanged 11
		SP:Iteration 63Q (187062.670000 sec): 3 clusters
  Score: Raw -2245284.376056 + Penalty 4768.810853 = -2240515.565202
  nChanged 12
		SP:Iteration 64Q (187062.980000 sec): 3 clusters
  Score: Raw -2245288.827922 + Penalty 4768.810853 = -2240520.017069
  nChanged 11
		SP:Iteration 65Q (187063.280000 sec): 3 clusters
  Score: Raw -2245293.131235 + Penalty 4768.810853 = -2240524.320382
  nChanged 11
		SP:Iteration 66Q (187063.550000 sec): 3 clusters
  Score: Raw -2245296.986831 + Penalty 4768.810853 = -2240528.175978
  nChanged 10
		SP:Iteration 67Q (187063.800000 sec): 3 clusters
  Score: Raw -2245300.131001 + Penalty 4768.810853 = -2240531.320147
  nChanged 9
		SP:Iteration 68Q (187064.040000 sec): 3 clusters
  Score: Raw -2245302.557534 + Penalty 4768.810853 = -2240533.746681
  nChanged 11
		SP:Iteration 69Q (187064.300000 sec): 3 clusters
  Score: Raw -2245305.706799 + Penalty 4768.810853 = -2240536.895946
  nChanged 11
		SP:Iteration 70Q (187064.530000 sec): 3 clusters
  Score: Raw -2245308.717886 + Penalty 4768.810853 = -2240539.907033
  nChanged 4
		SP:Iteration 71Q (187064.760000 sec): 3 clusters
  Score: Raw -2245309.746472 + Penalty 4768.810853 = -2240540.935619
  nChanged 3
		SP:Iteration 72Q (187065.010000 sec): 3 clusters
  Score: Raw -2245310.147792 + Penalty 4768.810853 = -2240541.336939
  nChanged 1
		SP:Iteration 73Q (187065.240000 sec): 3 clusters
  Score: Raw -2245310.397627 + Penalty 4768.810853 = -2240541.586774
  nChanged 3
		SP:Iteration 74Q (187065.500000 sec): 3 clusters
  Score: Raw -2245310.825653 + Penalty 4768.810853 = -2240542.014800
  nChanged 0
		SP:Iteration 75F (187065.770000 sec): 3 clusters
  Score: Raw -2245310.825653 + Penalty 4768.810853 = -2240542.014800
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (13759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187065.910000 sec): 2 clusters
  Score: Raw -2212285.577270 + Penalty 2363.303212 = -2209922.274058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187066.190000 sec): 3 clusters
  Score: Raw -2204549.450506 + Penalty 4726.606423 = -2199822.844082
  nChanged 5881
		SP:Iteration 1F (187066.450000 sec): 3 clusters
  Score: Raw -2207628.434447 + Penalty 4726.606423 = -2202901.828023
  nChanged 818
		SP:Iteration 2F (187066.710000 sec): 3 clusters
  Score: Raw -2207969.750177 + Penalty 4726.606423 = -2203243.143753
  nChanged 715
		SP:Iteration 3F (187067.020000 sec): 3 clusters
  Score: Raw -2208247.729538 + Penalty 4726.606423 = -2203521.123114
  nChanged 590
		SP:Iteration 4Q (187067.290000 sec): 3 clusters
  Score: Raw -2208488.069810 + Penalty 4726.606423 = -2203761.463387
  nChanged 549
		SP:Iteration 5Q (187067.590000 sec): 3 clusters
  Score: Raw -2208729.123664 + Penalty 4726.606423 = -2204002.517240
  nChanged 506
		SP:Iteration 6Q (187067.900000 sec): 3 clusters
  Score: Raw -2208947.566807 + Penalty 4726.606423 = -2204220.960383
  nChanged 505
		SP:Iteration 7Q (187068.190000 sec): 3 clusters
  Score: Raw -2209204.415033 + Penalty 4726.606423 = -2204477.808610
  nChanged 546
		SP:Iteration 8Q (187068.490000 sec): 3 clusters
  Score: Raw -2209525.617890 + Penalty 4726.606423 = -2204799.011466
  nChanged 599
		SP:Iteration 9Q (187068.710000 sec): 3 clusters
  Score: Raw -2209941.853002 + Penalty 4726.606423 = -2205215.246578
  nChanged 633
		SP:Iteration 10Q (187068.990000 sec): 3 clusters
  Score: Raw -2210425.049478 + Penalty 4726.606423 = -2205698.443055
  nChanged 670
		SP:Iteration 11Q (187069.290000 sec): 3 clusters
  Score: Raw -2210978.413129 + Penalty 4726.606423 = -2206251.806706
  nChanged 687
		SP:Iteration 12Q (187069.620000 sec): 3 clusters
  Score: Raw -2211520.869563 + Penalty 4726.606423 = -2206794.263140
  nChanged 634
		SP:Iteration 13Q (187069.950000 sec): 3 clusters
  Score: Raw -2212011.148100 + Penalty 4726.606423 = -2207284.541677
  nChanged 615
		SP:Iteration 14Q (187070.250000 sec): 3 clusters
  Score: Raw -2212427.545067 + Penalty 4726.606423 = -2207700.938644
  nChanged 490
		SP:Iteration 15Q (187070.580000 sec): 3 clusters
  Score: Raw -2212706.315618 + Penalty 4726.606423 = -2207979.709195
  nChanged 362
		SP:Iteration 16Q (187070.890000 sec): 3 clusters
  Score: Raw -2212898.522712 + Penalty 4726.606423 = -2208171.916288
  nChanged 255
		SP:Iteration 17Q (187071.210000 sec): 3 clusters
  Score: Raw -2213034.814726 + Penalty 4726.606423 = -2208308.208303
  nChanged 203
		SP:Iteration 18Q (187071.470000 sec): 3 clusters
  Score: Raw -2213136.706536 + Penalty 4726.606423 = -2208410.100113
  nChanged 194
		SP:Iteration 19Q (187071.730000 sec): 3 clusters
  Score: Raw -2213237.986456 + Penalty 4726.606423 = -2208511.380033
  nChanged 175
		SP:Iteration 20F (187071.950000 sec): 3 clusters
  Score: Raw -2213333.740263 + Penalty 4726.606423 = -2208607.133839
  nChanged 162
		SP:Iteration 21Q (187072.220000 sec): 3 clusters
  Score: Raw -2213410.870452 + Penalty 4726.606423 = -2208684.264028
  nChanged 141
		SP:Iteration 22Q (187072.410000 sec): 3 clusters
  Score: Raw -2213471.416474 + Penalty 4726.606423 = -2208744.810050
  nChanged 127
		SP:Iteration 23Q (187072.660000 sec): 3 clusters
  Score: Raw -2213526.303235 + Penalty 4726.606423 = -2208799.696812
  nChanged 122
		SP:Iteration 24Q (187072.840000 sec): 3 clusters
  Score: Raw -2213574.165907 + Penalty 4726.606423 = -2208847.559483
  nChanged 107
		SP:Iteration 25Q (187073.140000 sec): 3 clusters
  Score: Raw -2213615.281438 + Penalty 4726.606423 = -2208888.675015
  nChanged 92
		SP:Iteration 26Q (187073.300000 sec): 3 clusters
  Score: Raw -2213646.973022 + Penalty 4726.606423 = -2208920.366599
  nChanged 78
		SP:Iteration 27Q (187073.550000 sec): 3 clusters
  Score: Raw -2213674.096757 + Penalty 4726.606423 = -2208947.490333
  nChanged 77
		SP:Iteration 28Q (187073.730000 sec): 3 clusters
  Score: Raw -2213695.591244 + Penalty 4726.606423 = -2208968.984821
  nChanged 50
		SP:Iteration 29Q (187073.900000 sec): 3 clusters
  Score: Raw -2213710.080201 + Penalty 4726.606423 = -2208983.473778
  nChanged 50
		SP:Iteration 30Q (187074.070000 sec): 3 clusters
  Score: Raw -2213722.973856 + Penalty 4726.606423 = -2208996.367433
  nChanged 43
		SP:Iteration 31Q (187074.250000 sec): 3 clusters
  Score: Raw -2213734.007046 + Penalty 4726.606423 = -2209007.400622
  nChanged 36
		SP:Iteration 32Q (187074.550000 sec): 3 clusters
  Score: Raw -2213744.421477 + Penalty 4726.606423 = -2209017.815054
  nChanged 44
		SP:Iteration 33Q (187074.800000 sec): 3 clusters
  Score: Raw -2213755.183197 + Penalty 4726.606423 = -2209028.576774
  nChanged 42
		SP:Iteration 34Q (187075.030000 sec): 3 clusters
  Score: Raw -2213764.709958 + Penalty 4726.606423 = -2209038.103534
  nChanged 37
		SP:Iteration 35Q (187075.300000 sec): 3 clusters
  Score: Raw -2213773.223985 + Penalty 4726.606423 = -2209046.617561
  nChanged 31
		SP:Iteration 36Q (187075.570000 sec): 3 clusters
  Score: Raw -2213779.609576 + Penalty 4726.606423 = -2209053.003152
  nChanged 26
		SP:Iteration 37Q (187075.860000 sec): 3 clusters
  Score: Raw -2213784.099627 + Penalty 4726.606423 = -2209057.493203
  nChanged 24
		SP:Iteration 38Q (187076.130000 sec): 3 clusters
  Score: Raw -2213788.696618 + Penalty 4726.606423 = -2209062.090195
  nChanged 19
		SP:Iteration 39Q (187076.420000 sec): 3 clusters
  Score: Raw -2213792.089761 + Penalty 4726.606423 = -2209065.483337
  nChanged 20
		SP:Iteration 40F (187076.750000 sec): 3 clusters
  Score: Raw -2213796.165915 + Penalty 4726.606423 = -2209069.559492
  nChanged 10
		SP:Iteration 41Q (187077.020000 sec): 3 clusters
  Score: Raw -2213798.175902 + Penalty 4726.606423 = -2209071.569479
  nChanged 13
		SP:Iteration 42Q (187077.280000 sec): 3 clusters
  Score: Raw -2213800.168977 + Penalty 4726.606423 = -2209073.562554
  nChanged 12
		SP:Iteration 43Q (187077.530000 sec): 3 clusters
  Score: Raw -2213802.210451 + Penalty 4726.606423 = -2209075.604028
  nChanged 7
		SP:Iteration 44Q (187077.830000 sec): 3 clusters
  Score: Raw -2213803.046741 + Penalty 4726.606423 = -2209076.440318
  nChanged 5
		SP:Iteration 45Q (187078.040000 sec): 3 clusters
  Score: Raw -2213803.882472 + Penalty 4726.606423 = -2209077.276048
  nChanged 6
		SP:Iteration 46Q (187078.320000 sec): 3 clusters
  Score: Raw -2213804.733246 + Penalty 4726.606423 = -2209078.126823
  nChanged 3
		SP:Iteration 47Q (187078.590000 sec): 3 clusters
  Score: Raw -2213805.008498 + Penalty 4726.606423 = -2209078.402074
  nChanged 1
		SP:Iteration 48Q (187078.840000 sec): 3 clusters
  Score: Raw -2213805.181040 + Penalty 4726.606423 = -2209078.574617
  nChanged 1
		SP:Iteration 49Q (187079.150000 sec): 3 clusters
  Score: Raw -2213805.256331 + Penalty 4726.606423 = -2209078.649907
  nChanged 1
		SP:Iteration 50Q (187079.340000 sec): 3 clusters
  Score: Raw -2213805.371478 + Penalty 4726.606423 = -2209078.765055
  nChanged 1
		SP:Iteration 51Q (187079.610000 sec): 3 clusters
  Score: Raw -2213805.415184 + Penalty 4726.606423 = -2209078.808761
  nChanged 0
		SP:Iteration 52F (187079.920000 sec): 3 clusters
  Score: Raw -2213805.415184 + Penalty 4726.606423 = -2209078.808761
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187080.000000 sec): 2 clusters
  Score: Raw -111565.480654 + Penalty 1647.013178 = -109918.467476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187080.110000 sec): 3 clusters
  Score: Raw -111573.859932 + Penalty 3294.026356 = -108279.833576
  nChanged 180
		SP:Iteration 1F (187080.230000 sec): 3 clusters
  Score: Raw -111859.180080 + Penalty 3294.026356 = -108565.153724
  nChanged 58
		SP:Iteration 2F (187080.360000 sec): 3 clusters
  Score: Raw -111980.178378 + Penalty 3294.026356 = -108686.152021
  nChanged 40
		SP:Iteration 3F (187080.480000 sec): 3 clusters
  Score: Raw -112070.509062 + Penalty 3294.026356 = -108776.482706
  nChanged 33
		SP:Iteration 4Q (187080.660000 sec): 3 clusters
  Score: Raw -112127.660541 + Penalty 3294.026356 = -108833.634185
  nChanged 29
		SP:Iteration 5Q (187080.810000 sec): 3 clusters
  Score: Raw -112199.048649 + Penalty 3294.026356 = -108905.022293
  nChanged 23
		SP:Iteration 6Q (187080.910000 sec): 3 clusters
  Score: Raw -112242.335350 + Penalty 3294.026356 = -108948.308994
  nChanged 18
		SP:Iteration 7Q (187081.050000 sec): 3 clusters
  Score: Raw -112271.716894 + Penalty 3294.026356 = -108977.690538
  nChanged 20
		SP:Iteration 8Q (187081.190000 sec): 3 clusters
  Score: Raw -112298.311041 + Penalty 3294.026356 = -109004.284685
  nChanged 10
		SP:Iteration 9Q (187081.380000 sec): 3 clusters
  Score: Raw -112318.718473 + Penalty 3294.026356 = -109024.692116
  nChanged 8
		SP:Iteration 10Q (187081.590000 sec): 3 clusters
  Score: Raw -112335.393846 + Penalty 3294.026356 = -109041.367490
  nChanged 5
		SP:Iteration 11Q (187081.750000 sec): 3 clusters
  Score: Raw -112343.164554 + Penalty 3294.026356 = -109049.138198
  nChanged 3
		SP:Iteration 12Q (187082.020000 sec): 3 clusters
  Score: Raw -112348.241223 + Penalty 3294.026356 = -109054.214867
  nChanged 2
		SP:Iteration 13Q (187082.150000 sec): 3 clusters
  Score: Raw -112355.176532 + Penalty 3294.026356 = -109061.150176
  nChanged 2
		SP:Iteration 14Q (187082.340000 sec): 3 clusters
  Score: Raw -112357.578687 + Penalty 3294.026356 = -109063.552331
  nChanged 1
		SP:Iteration 15Q (187082.510000 sec): 3 clusters
  Score: Raw -112358.880141 + Penalty 3294.026356 = -109064.853785
  nChanged 0
		SP:Iteration 16F (187082.660000 sec): 3 clusters
  Score: Raw -112358.880141 + Penalty 3294.026356 = -109064.853785
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (19561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187082.940000 sec): 2 clusters
  Score: Raw -2867325.252479 + Penalty 2450.560681 = -2864874.691799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187083.280000 sec): 3 clusters
  Score: Raw -2855878.444565 + Penalty 4901.121361 = -2850977.323204
  nChanged 8670
		SP:Iteration 1F (187083.660000 sec): 3 clusters
  Score: Raw -2860878.760540 + Penalty 4901.121361 = -2855977.639179
  nChanged 1328
		SP:Iteration 2F (187084.040000 sec): 3 clusters
  Score: Raw -2861587.225483 + Penalty 4901.121361 = -2856686.104121
  nChanged 1265
		SP:Iteration 3F (187084.410000 sec): 3 clusters
  Score: Raw -2862351.024184 + Penalty 4901.121361 = -2857449.902823
  nChanged 1244
		SP:Iteration 4F (187084.750000 sec): 3 clusters
  Score: Raw -2863204.930340 + Penalty 4901.121361 = -2858303.808979
  nChanged 1255
		SP:Iteration 5F (187085.090000 sec): 3 clusters
  Score: Raw -2864031.387629 + Penalty 4901.121361 = -2859130.266267
  nChanged 1114
		SP:Iteration 6F (187085.450000 sec): 3 clusters
  Score: Raw -2864749.156219 + Penalty 4901.121361 = -2859848.034858
  nChanged 964
		SP:Iteration 7Q (187085.760000 sec): 3 clusters
  Score: Raw -2865361.505219 + Penalty 4901.121361 = -2860460.383858
  nChanged 857
		SP:Iteration 8Q (187086.080000 sec): 3 clusters
  Score: Raw -2865896.122983 + Penalty 4901.121361 = -2860995.001621
  nChanged 720
		SP:Iteration 9Q (187086.440000 sec): 3 clusters
  Score: Raw -2866328.293105 + Penalty 4901.121361 = -2861427.171744
  nChanged 634
		SP:Iteration 10Q (187086.750000 sec): 3 clusters
  Score: Raw -2866663.630976 + Penalty 4901.121361 = -2861762.509615
  nChanged 513
		SP:Iteration 11Q (187087.080000 sec): 3 clusters
  Score: Raw -2866936.922297 + Penalty 4901.121361 = -2862035.800936
  nChanged 409
		SP:Iteration 12Q (187087.470000 sec): 3 clusters
  Score: Raw -2867135.473206 + Penalty 4901.121361 = -2862234.351845
  nChanged 305
		SP:Iteration 13Q (187087.820000 sec): 3 clusters
  Score: Raw -2867275.764394 + Penalty 4901.121361 = -2862374.643032
  nChanged 261
		SP:Iteration 14Q (187088.150000 sec): 3 clusters
  Score: Raw -2867383.736687 + Penalty 4901.121361 = -2862482.615326
  nChanged 230
		SP:Iteration 15Q (187088.500000 sec): 3 clusters
  Score: Raw -2867467.687064 + Penalty 4901.121361 = -2862566.565703
  nChanged 206
		SP:Iteration 16Q (187088.860000 sec): 3 clusters
  Score: Raw -2867543.745622 + Penalty 4901.121361 = -2862642.624261
  nChanged 199
		SP:Iteration 17Q (187089.170000 sec): 3 clusters
  Score: Raw -2867617.614040 + Penalty 4901.121361 = -2862716.492679
  nChanged 196
		SP:Iteration 18Q (187089.480000 sec): 3 clusters
  Score: Raw -2867692.763498 + Penalty 4901.121361 = -2862791.642137
  nChanged 185
		SP:Iteration 19Q (187089.790000 sec): 3 clusters
  Score: Raw -2867755.602704 + Penalty 4901.121361 = -2862854.481343
  nChanged 179
		SP:Iteration 20F (187090.140000 sec): 3 clusters
  Score: Raw -2867806.909919 + Penalty 4901.121361 = -2862905.788558
  nChanged 153
		SP:Iteration 21Q (187090.460000 sec): 3 clusters
  Score: Raw -2867850.843498 + Penalty 4901.121361 = -2862949.722137
  nChanged 129
		SP:Iteration 22Q (187090.770000 sec): 3 clusters
  Score: Raw -2867886.325372 + Penalty 4901.121361 = -2862985.204011
  nChanged 118
		SP:Iteration 23Q (187091.070000 sec): 3 clusters
  Score: Raw -2867919.692361 + Penalty 4901.121361 = -2863018.571000
  nChanged 115
		SP:Iteration 24Q (187091.430000 sec): 3 clusters
  Score: Raw -2867954.962436 + Penalty 4901.121361 = -2863053.841075
  nChanged 116
		SP:Iteration 25Q (187091.730000 sec): 3 clusters
  Score: Raw -2867986.603299 + Penalty 4901.121361 = -2863085.481938
  nChanged 100
		SP:Iteration 26Q (187092.040000 sec): 3 clusters
  Score: Raw -2868015.722516 + Penalty 4901.121361 = -2863114.601155
  nChanged 112
		SP:Iteration 27Q (187092.350000 sec): 3 clusters
  Score: Raw -2868048.750304 + Penalty 4901.121361 = -2863147.628943
  nChanged 110
		SP:Iteration 28Q (187092.650000 sec): 3 clusters
  Score: Raw -2868085.331592 + Penalty 4901.121361 = -2863184.210230
  nChanged 110
		SP:Iteration 29Q (187092.960000 sec): 3 clusters
  Score: Raw -2868127.351059 + Penalty 4901.121361 = -2863226.229697
  nChanged 121
		SP:Iteration 30Q (187093.270000 sec): 3 clusters
  Score: Raw -2868171.543080 + Penalty 4901.121361 = -2863270.421718
  nChanged 128
		SP:Iteration 31Q (187093.570000 sec): 3 clusters
  Score: Raw -2868210.939342 + Penalty 4901.121361 = -2863309.817981
  nChanged 105
		SP:Iteration 32Q (187093.920000 sec): 3 clusters
  Score: Raw -2868242.038322 + Penalty 4901.121361 = -2863340.916961
  nChanged 97
		SP:Iteration 33Q (187094.230000 sec): 3 clusters
  Score: Raw -2868268.758396 + Penalty 4901.121361 = -2863367.637035
  nChanged 82
		SP:Iteration 34Q (187094.540000 sec): 3 clusters
  Score: Raw -2868288.450591 + Penalty 4901.121361 = -2863387.329230
  nChanged 92
		SP:Iteration 35Q (187094.890000 sec): 3 clusters
  Score: Raw -2868308.649531 + Penalty 4901.121361 = -2863407.528170
  nChanged 82
		SP:Iteration 36Q (187095.200000 sec): 3 clusters
  Score: Raw -2868325.990068 + Penalty 4901.121361 = -2863424.868706
  nChanged 72
		SP:Iteration 37Q (187095.510000 sec): 3 clusters
  Score: Raw -2868340.927375 + Penalty 4901.121361 = -2863439.806014
  nChanged 68
		SP:Iteration 38Q (187095.810000 sec): 3 clusters
  Score: Raw -2868354.306761 + Penalty 4901.121361 = -2863453.185400
  nChanged 73
		SP:Iteration 39Q (187096.120000 sec): 3 clusters
  Score: Raw -2868369.185543 + Penalty 4901.121361 = -2863468.064181
  nChanged 58
		SP:Iteration 40F (187096.520000 sec): 3 clusters
  Score: Raw -2868379.630913 + Penalty 4901.121361 = -2863478.509552
  nChanged 57
		SP:Iteration 41Q (187096.860000 sec): 3 clusters
  Score: Raw -2868389.553170 + Penalty 4901.121361 = -2863488.431809
  nChanged 46
		SP:Iteration 42Q (187097.220000 sec): 3 clusters
  Score: Raw -2868399.270384 + Penalty 4901.121361 = -2863498.149023
  nChanged 44
		SP:Iteration 43Q (187097.530000 sec): 3 clusters
  Score: Raw -2868408.066857 + Penalty 4901.121361 = -2863506.945496
  nChanged 54
		SP:Iteration 44Q (187097.880000 sec): 3 clusters
  Score: Raw -2868418.188404 + Penalty 4901.121361 = -2863517.067042
  nChanged 44
		SP:Iteration 45Q (187098.230000 sec): 3 clusters
  Score: Raw -2868426.840361 + Penalty 4901.121361 = -2863525.719000
  nChanged 41
		SP:Iteration 46Q (187098.590000 sec): 3 clusters
  Score: Raw -2868434.557213 + Penalty 4901.121361 = -2863533.435852
  nChanged 43
		SP:Iteration 47Q (187098.990000 sec): 3 clusters
  Score: Raw -2868441.506158 + Penalty 4901.121361 = -2863540.384797
  nChanged 30
		SP:Iteration 48Q (187099.340000 sec): 3 clusters
  Score: Raw -2868447.446752 + Penalty 4901.121361 = -2863546.325390
  nChanged 40
		SP:Iteration 49Q (187099.730000 sec): 3 clusters
  Score: Raw -2868454.823427 + Penalty 4901.121361 = -2863553.702066
  nChanged 34
		SP:Iteration 50Q (187100.080000 sec): 3 clusters
  Score: Raw -2868460.187441 + Penalty 4901.121361 = -2863559.066080
  nChanged 42
		SP:Iteration 51Q (187100.430000 sec): 3 clusters
  Score: Raw -2868469.241373 + Penalty 4901.121361 = -2863568.120012
  nChanged 44
		SP:Iteration 52Q (187100.780000 sec): 3 clusters
  Score: Raw -2868478.116008 + Penalty 4901.121361 = -2863576.994647
  nChanged 43
		SP:Iteration 53Q (187101.120000 sec): 3 clusters
  Score: Raw -2868487.548152 + Penalty 4901.121361 = -2863586.426791
  nChanged 42
		SP:Iteration 54Q (187101.480000 sec): 3 clusters
  Score: Raw -2868497.362485 + Penalty 4901.121361 = -2863596.241123
  nChanged 43
		SP:Iteration 55Q (187101.830000 sec): 3 clusters
  Score: Raw -2868506.601967 + Penalty 4901.121361 = -2863605.480606
  nChanged 41
		SP:Iteration 56Q (187102.180000 sec): 3 clusters
  Score: Raw -2868516.670252 + Penalty 4901.121361 = -2863615.548891
  nChanged 44
		SP:Iteration 57Q (187102.530000 sec): 3 clusters
  Score: Raw -2868527.273707 + Penalty 4901.121361 = -2863626.152346
  nChanged 43
		SP:Iteration 58Q (187102.880000 sec): 3 clusters
  Score: Raw -2868538.287959 + Penalty 4901.121361 = -2863637.166597
  nChanged 45
		SP:Iteration 59Q (187103.230000 sec): 3 clusters
  Score: Raw -2868548.146940 + Penalty 4901.121361 = -2863647.025579
  nChanged 35
		SP:Iteration 60F (187103.620000 sec): 3 clusters
  Score: Raw -2868555.328992 + Penalty 4901.121361 = -2863654.207631
  nChanged 31
		SP:Iteration 61Q (187103.980000 sec): 3 clusters
  Score: Raw -2868562.519738 + Penalty 4901.121361 = -2863661.398377
  nChanged 40
		SP:Iteration 62Q (187104.330000 sec): 3 clusters
  Score: Raw -2868572.611745 + Penalty 4901.121361 = -2863671.490383
  nChanged 40
		SP:Iteration 63Q (187104.670000 sec): 3 clusters
  Score: Raw -2868582.522100 + Penalty 4901.121361 = -2863681.400739
  nChanged 44
		SP:Iteration 64Q (187105.020000 sec): 3 clusters
  Score: Raw -2868592.013654 + Penalty 4901.121361 = -2863690.892293
  nChanged 43
		SP:Iteration 65Q (187105.380000 sec): 3 clusters
  Score: Raw -2868602.280044 + Penalty 4901.121361 = -2863701.158683
  nChanged 36
		SP:Iteration 66Q (187105.720000 sec): 3 clusters
  Score: Raw -2868612.167597 + Penalty 4901.121361 = -2863711.046236
  nChanged 40
		SP:Iteration 67Q (187106.080000 sec): 3 clusters
  Score: Raw -2868621.782563 + Penalty 4901.121361 = -2863720.661202
  nChanged 32
		SP:Iteration 68Q (187106.430000 sec): 3 clusters
  Score: Raw -2868629.559596 + Penalty 4901.121361 = -2863728.438234
  nChanged 33
		SP:Iteration 69Q (187106.780000 sec): 3 clusters
  Score: Raw -2868637.324277 + Penalty 4901.121361 = -2863736.202916
  nChanged 37
		SP:Iteration 70Q (187107.130000 sec): 3 clusters
  Score: Raw -2868645.906785 + Penalty 4901.121361 = -2863744.785424
  nChanged 39
		SP:Iteration 71Q (187107.450000 sec): 3 clusters
  Score: Raw -2868654.429176 + Penalty 4901.121361 = -2863753.307814
  nChanged 35
		SP:Iteration 72Q (187107.770000 sec): 3 clusters
  Score: Raw -2868662.305070 + Penalty 4901.121361 = -2863761.183708
  nChanged 36
		SP:Iteration 73Q (187108.040000 sec): 3 clusters
  Score: Raw -2868669.150119 + Penalty 4901.121361 = -2863768.028758
  nChanged 33
		SP:Iteration 74Q (187108.400000 sec): 3 clusters
  Score: Raw -2868679.950624 + Penalty 4901.121361 = -2863778.829263
  nChanged 32
		SP:Iteration 75Q (187108.700000 sec): 3 clusters
  Score: Raw -2868688.465702 + Penalty 4901.121361 = -2863787.344341
  nChanged 29
		SP:Iteration 76Q (187109.040000 sec): 3 clusters
  Score: Raw -2868695.077081 + Penalty 4901.121361 = -2863793.955720
  nChanged 38
		SP:Iteration 77Q (187109.330000 sec): 3 clusters
  Score: Raw -2868703.451586 + Penalty 4901.121361 = -2863802.330225
  nChanged 30
		SP:Iteration 78Q (187109.610000 sec): 3 clusters
  Score: Raw -2868711.375952 + Penalty 4901.121361 = -2863810.254590
  nChanged 31
		SP:Iteration 79Q (187109.930000 sec): 3 clusters
  Score: Raw -2868719.156711 + Penalty 4901.121361 = -2863818.035350
  nChanged 34
		SP:Iteration 80F (187110.230000 sec): 3 clusters
  Score: Raw -2868728.985276 + Penalty 4901.121361 = -2863827.863914
  nChanged 38
		SP:Iteration 81Q (187110.540000 sec): 3 clusters
  Score: Raw -2868738.281284 + Penalty 4901.121361 = -2863837.159923
  nChanged 39
		SP:Iteration 82Q (187110.770000 sec): 3 clusters
  Score: Raw -2868747.168744 + Penalty 4901.121361 = -2863846.047382
  nChanged 36
		SP:Iteration 83Q (187111.080000 sec): 3 clusters
  Score: Raw -2868754.181305 + Penalty 4901.121361 = -2863853.059944
  nChanged 34
		SP:Iteration 84Q (187111.410000 sec): 3 clusters
  Score: Raw -2868760.901015 + Penalty 4901.121361 = -2863859.779654
  nChanged 27
		SP:Iteration 85Q (187111.730000 sec): 3 clusters
  Score: Raw -2868766.318515 + Penalty 4901.121361 = -2863865.197153
  nChanged 22
		SP:Iteration 86Q (187112.080000 sec): 3 clusters
  Score: Raw -2868771.612071 + Penalty 4901.121361 = -2863870.490710
  nChanged 15
		SP:Iteration 87Q (187112.380000 sec): 3 clusters
  Score: Raw -2868775.063002 + Penalty 4901.121361 = -2863873.941641
  nChanged 7
		SP:Iteration 88Q (187112.720000 sec): 3 clusters
  Score: Raw -2868776.139393 + Penalty 4901.121361 = -2863875.018032
  nChanged 6
		SP:Iteration 89Q (187113.150000 sec): 3 clusters
  Score: Raw -2868777.318525 + Penalty 4901.121361 = -2863876.197164
  nChanged 5
		SP:Iteration 90Q (187113.480000 sec): 3 clusters
  Score: Raw -2868778.044017 + Penalty 4901.121361 = -2863876.922655
  nChanged 5
		SP:Iteration 91Q (187113.750000 sec): 3 clusters
  Score: Raw -2868779.012726 + Penalty 4901.121361 = -2863877.891365
  nChanged 5
		SP:Iteration 92Q (187114.110000 sec): 3 clusters
  Score: Raw -2868779.902701 + Penalty 4901.121361 = -2863878.781340
  nChanged 4
		SP:Iteration 93Q (187114.420000 sec): 3 clusters
  Score: Raw -2868780.928987 + Penalty 4901.121361 = -2863879.807626
  nChanged 7
		SP:Iteration 94Q (187114.810000 sec): 3 clusters
  Score: Raw -2868782.866418 + Penalty 4901.121361 = -2863881.745056
  nChanged 8
		SP:Iteration 95Q (187115.230000 sec): 3 clusters
  Score: Raw -2868784.394123 + Penalty 4901.121361 = -2863883.272761
  nChanged 5
		SP:Iteration 96Q (187115.530000 sec): 3 clusters
  Score: Raw -2868785.476963 + Penalty 4901.121361 = -2863884.355601
  nChanged 6
		SP:Iteration 97Q (187115.930000 sec): 3 clusters
  Score: Raw -2868787.471878 + Penalty 4901.121361 = -2863886.350517
  nChanged 9
		SP:Iteration 98Q (187116.230000 sec): 3 clusters
  Score: Raw -2868789.502471 + Penalty 4901.121361 = -2863888.381110
  nChanged 9
		SP:Iteration 99Q (187116.600000 sec): 3 clusters
  Score: Raw -2868790.939939 + Penalty 4901.121361 = -2863889.818577
  nChanged 8
		SP:Iteration 100F (187116.920000 sec): 3 clusters
  Score: Raw -2868793.586754 + Penalty 4901.121361 = -2863892.465393
  nChanged 8
		SP:Iteration 101Q (187117.240000 sec): 3 clusters
  Score: Raw -2868795.243371 + Penalty 4901.121361 = -2863894.122009
  nChanged 11
		SP:Iteration 102Q (187117.540000 sec): 3 clusters
  Score: Raw -2868797.126628 + Penalty 4901.121361 = -2863896.005267
  nChanged 11
		SP:Iteration 103Q (187117.890000 sec): 3 clusters
  Score: Raw -2868799.245461 + Penalty 4901.121361 = -2863898.124100
  nChanged 10
		SP:Iteration 104Q (187118.250000 sec): 3 clusters
  Score: Raw -2868801.032558 + Penalty 4901.121361 = -2863899.911196
  nChanged 5
		SP:Iteration 105Q (187118.670000 sec): 3 clusters
  Score: Raw -2868801.903739 + Penalty 4901.121361 = -2863900.782378
  nChanged 6
		SP:Iteration 106Q (187119.010000 sec): 3 clusters
  Score: Raw -2868802.750761 + Penalty 4901.121361 = -2863901.629400
  nChanged 5
		SP:Iteration 107Q (187119.370000 sec): 3 clusters
  Score: Raw -2868803.392234 + Penalty 4901.121361 = -2863902.270873
  nChanged 3
		SP:Iteration 108Q (187119.690000 sec): 3 clusters
  Score: Raw -2868803.957317 + Penalty 4901.121361 = -2863902.835955
  nChanged 2
		SP:Iteration 109Q (187120.070000 sec): 3 clusters
  Score: Raw -2868804.691718 + Penalty 4901.121361 = -2863903.570357
  nChanged 5
		SP:Iteration 110Q (187120.360000 sec): 3 clusters
  Score: Raw -2868805.861925 + Penalty 4901.121361 = -2863904.740564
  nChanged 6
		SP:Iteration 111Q (187120.660000 sec): 3 clusters
  Score: Raw -2868806.968284 + Penalty 4901.121361 = -2863905.846923
  nChanged 7
		SP:Iteration 112Q (187120.940000 sec): 3 clusters
  Score: Raw -2868807.956106 + Penalty 4901.121361 = -2863906.834745
  nChanged 7
		SP:Iteration 113Q (187121.230000 sec): 3 clusters
  Score: Raw -2868808.991628 + Penalty 4901.121361 = -2863907.870267
  nChanged 3
		SP:Iteration 114Q (187121.530000 sec): 3 clusters
  Score: Raw -2868809.626078 + Penalty 4901.121361 = -2863908.504717
  nChanged 3
		SP:Iteration 115Q (187121.840000 sec): 3 clusters
  Score: Raw -2868810.228074 + Penalty 4901.121361 = -2863909.106713
  nChanged 4
		SP:Iteration 116Q (187122.130000 sec): 3 clusters
  Score: Raw -2868810.725834 + Penalty 4901.121361 = -2863909.604473
  nChanged 1
		SP:Iteration 117Q (187122.450000 sec): 3 clusters
  Score: Raw -2868810.844192 + Penalty 4901.121361 = -2863909.722831
  nChanged 0
		SP:Iteration 118F (187122.710000 sec): 3 clusters
  Score: Raw -2868810.844192 + Penalty 4901.121361 = -2863909.722831
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (271967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187124.380000 sec): 2 clusters
  Score: Raw -43492597.089505 + Penalty 3103.332132 = -43489493.757373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187126.530000 sec): 3 clusters
  Score: Raw -43312931.720325 + Penalty 6206.664263 = -43306725.056062
  nChanged 131270
		SP:Iteration 1F (187128.700000 sec): 3 clusters
  Score: Raw -43390071.640738 + Penalty 6206.664263 = -43383864.976475
  nChanged 7619
		SP:Iteration 2Q (187130.960000 sec): 3 clusters
  Score: Raw -43391792.452289 + Penalty 6206.664263 = -43385585.788026
  nChanged 9488
		SP:Iteration 3Q (187133.130000 sec): 3 clusters
  Score: Raw -43394684.182952 + Penalty 6206.664263 = -43388477.518688
  nChanged 12914
		SP:Iteration 4Q (187135.470000 sec): 3 clusters
  Score: Raw -43400209.235851 + Penalty 6206.664263 = -43394002.571587
  nChanged 17565
		SP:Iteration 5F (187137.710000 sec): 3 clusters
  Score: Raw -43410581.246771 + Penalty 6206.664263 = -43404374.582507
  nChanged 22634
		SP:Iteration 6F (187139.820000 sec): 3 clusters
  Score: Raw -43428231.567739 + Penalty 6206.664263 = -43422024.903476
  nChanged 25276
		SP:Iteration 7F (187141.830000 sec): 3 clusters
  Score: Raw -43451977.395903 + Penalty 6206.664263 = -43445770.731640
  nChanged 21419
		SP:Iteration 8F (187143.980000 sec): 3 clusters
  Score: Raw -43474048.561991 + Penalty 6206.664263 = -43467841.897728
  nChanged 12491
		SP:Iteration 9Q (187146.190000 sec): 3 clusters
  Score: Raw -43486933.862651 + Penalty 6206.664263 = -43480727.198388
  nChanged 4582
		SP:Iteration 10Q (187148.120000 sec): 3 clusters
  Score: Raw -43491478.052057 + Penalty 6206.664263 = -43485271.387793
  nChanged 1070
		SP:Iteration 11Q (187149.950000 sec): 3 clusters
  Score: Raw -43492564.933055 + Penalty 6206.664263 = -43486358.268792
  nChanged 209
		SP:Iteration 12Q (187151.800000 sec): 3 clusters
  Score: Raw -43492867.673981 + Penalty 6206.664263 = -43486661.009717
  nChanged 58
		SP:Iteration 13Q (187153.420000 sec): 3 clusters
  Score: Raw -43492953.750560 + Penalty 6206.664263 = -43486747.086297
  nChanged 28
		SP:Iteration 14Q (187155.040000 sec): 3 clusters
  Score: Raw -43492999.864338 + Penalty 6206.664263 = -43486793.200075
  nChanged 21
		SP:Iteration 15Q (187156.750000 sec): 3 clusters
  Score: Raw -43493029.621475 + Penalty 6206.664263 = -43486822.957212
  nChanged 15
		SP:Iteration 16Q (187158.470000 sec): 3 clusters
  Score: Raw -43493047.114960 + Penalty 6206.664263 = -43486840.450697
  nChanged 8
		SP:Iteration 17Q (187160.290000 sec): 3 clusters
  Score: Raw -43493058.626425 + Penalty 6206.664263 = -43486851.962161
  nChanged 7
		SP:Iteration 18Q (187161.930000 sec): 3 clusters
  Score: Raw -43493072.535121 + Penalty 6206.664263 = -43486865.870858
  nChanged 10
		SP:Iteration 19Q (187163.620000 sec): 3 clusters
  Score: Raw -43493090.437051 + Penalty 6206.664263 = -43486883.772787
  nChanged 6
		SP:Iteration 20F (187165.470000 sec): 3 clusters
  Score: Raw -43493097.930663 + Penalty 6206.664263 = -43486891.266400
  nChanged 6
		SP:Iteration 21Q (187167.190000 sec): 3 clusters
  Score: Raw -43493104.406410 + Penalty 6206.664263 = -43486897.742146
  nChanged 3
		SP:Iteration 22Q (187168.890000 sec): 3 clusters
  Score: Raw -43493106.954518 + Penalty 6206.664263 = -43486900.290255
  nChanged 2
		SP:Iteration 23Q (187170.600000 sec): 3 clusters
  Score: Raw -43493109.132749 + Penalty 6206.664263 = -43486902.468486
  nChanged 2
		SP:Iteration 24Q (187172.280000 sec): 3 clusters
  Score: Raw -43493111.910992 + Penalty 6206.664263 = -43486905.246729
  nChanged 5
		SP:Iteration 25Q (187174.070000 sec): 3 clusters
  Score: Raw -43493116.293745 + Penalty 6206.664263 = -43486909.629482
  nChanged 1
		SP:Iteration 26Q (187175.830000 sec): 3 clusters
  Score: Raw -43493117.936247 + Penalty 6206.664263 = -43486911.271984
  nChanged 1
		SP:Iteration 27Q (187177.660000 sec): 3 clusters
  Score: Raw -43493119.856280 + Penalty 6206.664263 = -43486913.192016
  nChanged 1
		SP:Iteration 28Q (187179.450000 sec): 3 clusters
  Score: Raw -43493120.772859 + Penalty 6206.664263 = -43486914.108596
  nChanged 0
		SP:Iteration 29F (187181.390000 sec): 3 clusters
  Score: Raw -43493120.772859 + Penalty 6206.664263 = -43486914.108596
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (8029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187181.640000 sec): 2 clusters
  Score: Raw -1278432.408248 + Penalty 2229.722186 = -1276202.686062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187181.860000 sec): 3 clusters
  Score: Raw -1274200.804850 + Penalty 4459.444372 = -1269741.360478
  nChanged 3280
		SP:Iteration 1F (187182.160000 sec): 3 clusters
  Score: Raw -1275908.541440 + Penalty 4459.444372 = -1271449.097068
  nChanged 553
		SP:Iteration 2F (187182.390000 sec): 3 clusters
  Score: Raw -1276193.043392 + Penalty 4459.444372 = -1271733.599019
  nChanged 448
		SP:Iteration 3F (187182.630000 sec): 3 clusters
  Score: Raw -1276402.455293 + Penalty 4459.444372 = -1271943.010921
  nChanged 349
		SP:Iteration 4Q (187182.850000 sec): 3 clusters
  Score: Raw -1276563.671093 + Penalty 4459.444372 = -1272104.226721
  nChanged 317
		SP:Iteration 5Q (187183.070000 sec): 3 clusters
  Score: Raw -1276720.388022 + Penalty 4459.444372 = -1272260.943650
  nChanged 339
		SP:Iteration 6Q (187183.310000 sec): 3 clusters
  Score: Raw -1276893.098137 + Penalty 4459.444372 = -1272433.653765
  nChanged 331
		SP:Iteration 7Q (187183.560000 sec): 3 clusters
  Score: Raw -1277081.492814 + Penalty 4459.444372 = -1272622.048442
  nChanged 342
		SP:Iteration 8Q (187183.840000 sec): 3 clusters
  Score: Raw -1277273.591351 + Penalty 4459.444372 = -1272814.146979
  nChanged 312
		SP:Iteration 9Q (187184.040000 sec): 3 clusters
  Score: Raw -1277449.795771 + Penalty 4459.444372 = -1272990.351399
  nChanged 288
		SP:Iteration 10Q (187184.380000 sec): 3 clusters
  Score: Raw -1277599.644035 + Penalty 4459.444372 = -1273140.199663
  nChanged 241
		SP:Iteration 11Q (187184.700000 sec): 3 clusters
  Score: Raw -1277714.400871 + Penalty 4459.444372 = -1273254.956499
  nChanged 200
		SP:Iteration 12Q (187185.010000 sec): 3 clusters
  Score: Raw -1277794.529514 + Penalty 4459.444372 = -1273335.085142
  nChanged 146
		SP:Iteration 13Q (187185.310000 sec): 3 clusters
  Score: Raw -1277855.324450 + Penalty 4459.444372 = -1273395.880078
  nChanged 136
		SP:Iteration 14Q (187185.580000 sec): 3 clusters
  Score: Raw -1277908.405140 + Penalty 4459.444372 = -1273448.960768
  nChanged 109
		SP:Iteration 15Q (187185.840000 sec): 3 clusters
  Score: Raw -1277952.693463 + Penalty 4459.444372 = -1273493.249091
  nChanged 104
		SP:Iteration 16Q (187186.010000 sec): 3 clusters
  Score: Raw -1277987.618276 + Penalty 4459.444372 = -1273528.173904
  nChanged 87
		SP:Iteration 17Q (187186.210000 sec): 3 clusters
  Score: Raw -1278014.377211 + Penalty 4459.444372 = -1273554.932839
  nChanged 83
		SP:Iteration 18Q (187186.450000 sec): 3 clusters
  Score: Raw -1278040.363414 + Penalty 4459.444372 = -1273580.919042
  nChanged 59
		SP:Iteration 19Q (187186.690000 sec): 3 clusters
  Score: Raw -1278057.038889 + Penalty 4459.444372 = -1273597.594517
  nChanged 45
		SP:Iteration 20F (187186.910000 sec): 3 clusters
  Score: Raw -1278068.672813 + Penalty 4459.444372 = -1273609.228441
  nChanged 36
		SP:Iteration 21Q (187187.150000 sec): 3 clusters
  Score: Raw -1278079.365321 + Penalty 4459.444372 = -1273619.920949
  nChanged 30
		SP:Iteration 22Q (187187.450000 sec): 3 clusters
  Score: Raw -1278086.872102 + Penalty 4459.444372 = -1273627.427730
  nChanged 41
		SP:Iteration 23Q (187187.710000 sec): 3 clusters
  Score: Raw -1278097.747980 + Penalty 4459.444372 = -1273638.303608
  nChanged 41
		SP:Iteration 24Q (187187.940000 sec): 3 clusters
  Score: Raw -1278110.207129 + Penalty 4459.444372 = -1273650.762757
  nChanged 47
		SP:Iteration 25Q (187188.190000 sec): 3 clusters
  Score: Raw -1278122.934141 + Penalty 4459.444372 = -1273663.489769
  nChanged 36
		SP:Iteration 26Q (187188.470000 sec): 3 clusters
  Score: Raw -1278132.872095 + Penalty 4459.444372 = -1273673.427722
  nChanged 35
		SP:Iteration 27Q (187188.670000 sec): 3 clusters
  Score: Raw -1278143.084264 + Penalty 4459.444372 = -1273683.639892
  nChanged 41
		SP:Iteration 28Q (187188.890000 sec): 3 clusters
  Score: Raw -1278156.966099 + Penalty 4459.444372 = -1273697.521727
  nChanged 38
		SP:Iteration 29Q (187189.140000 sec): 3 clusters
  Score: Raw -1278168.941282 + Penalty 4459.444372 = -1273709.496910
  nChanged 32
		SP:Iteration 30Q (187189.360000 sec): 3 clusters
  Score: Raw -1278177.261774 + Penalty 4459.444372 = -1273717.817402
  nChanged 25
		SP:Iteration 31Q (187189.610000 sec): 3 clusters
  Score: Raw -1278185.227211 + Penalty 4459.444372 = -1273725.782839
  nChanged 34
		SP:Iteration 32Q (187189.940000 sec): 3 clusters
  Score: Raw -1278193.608060 + Penalty 4459.444372 = -1273734.163688
  nChanged 25
		SP:Iteration 33Q (187190.170000 sec): 3 clusters
  Score: Raw -1278199.566986 + Penalty 4459.444372 = -1273740.122614
  nChanged 21
		SP:Iteration 34Q (187190.410000 sec): 3 clusters
  Score: Raw -1278205.136447 + Penalty 4459.444372 = -1273745.692075
  nChanged 16
		SP:Iteration 35Q (187190.700000 sec): 3 clusters
  Score: Raw -1278209.013504 + Penalty 4459.444372 = -1273749.569132
  nChanged 15
		SP:Iteration 36Q (187190.980000 sec): 3 clusters
  Score: Raw -1278213.062419 + Penalty 4459.444372 = -1273753.618047
  nChanged 17
		SP:Iteration 37Q (187191.310000 sec): 3 clusters
  Score: Raw -1278218.806629 + Penalty 4459.444372 = -1273759.362257
  nChanged 25
		SP:Iteration 38Q (187191.500000 sec): 3 clusters
  Score: Raw -1278226.742469 + Penalty 4459.444372 = -1273767.298097
  nChanged 28
		SP:Iteration 39Q (187191.760000 sec): 3 clusters
  Score: Raw -1278235.863319 + Penalty 4459.444372 = -1273776.418947
  nChanged 26
		SP:Iteration 40F (187192.000000 sec): 3 clusters
  Score: Raw -1278244.781066 + Penalty 4459.444372 = -1273785.336694
  nChanged 32
		SP:Iteration 41Q (187192.200000 sec): 3 clusters
  Score: Raw -1278255.290821 + Penalty 4459.444372 = -1273795.846449
  nChanged 34
		SP:Iteration 42Q (187192.430000 sec): 3 clusters
  Score: Raw -1278265.148146 + Penalty 4459.444372 = -1273805.703774
  nChanged 35
		SP:Iteration 43Q (187192.650000 sec): 3 clusters
  Score: Raw -1278275.441556 + Penalty 4459.444372 = -1273815.997184
  nChanged 28
		SP:Iteration 44Q (187192.910000 sec): 3 clusters
  Score: Raw -1278283.274016 + Penalty 4459.444372 = -1273823.829644
  nChanged 26
		SP:Iteration 45Q (187193.120000 sec): 3 clusters
  Score: Raw -1278293.066870 + Penalty 4459.444372 = -1273833.622498
  nChanged 37
		SP:Iteration 46Q (187193.310000 sec): 3 clusters
  Score: Raw -1278304.750683 + Penalty 4459.444372 = -1273845.306311
  nChanged 32
		SP:Iteration 47Q (187193.550000 sec): 3 clusters
  Score: Raw -1278316.635759 + Penalty 4459.444372 = -1273857.191387
  nChanged 39
		SP:Iteration 48Q (187193.740000 sec): 3 clusters
  Score: Raw -1278332.235023 + Penalty 4459.444372 = -1273872.790651
  nChanged 57
		SP:Iteration 49Q (187193.920000 sec): 3 clusters
  Score: Raw -1278361.496600 + Penalty 4459.444372 = -1273902.052228
  nChanged 66
		SP:Iteration 50Q (187194.090000 sec): 3 clusters
  Score: Raw -1278390.433858 + Penalty 4459.444372 = -1273930.989486
  nChanged 57
		SP:Iteration 51Q (187194.330000 sec): 3 clusters
  Score: Raw -1278413.524574 + Penalty 4459.444372 = -1273954.080202
  nChanged 49
		SP:Iteration 52Q (187194.500000 sec): 3 clusters
  Score: Raw -1278432.824677 + Penalty 4459.444372 = -1273973.380305
  nChanged 47
		SP:Iteration 53Q (187194.740000 sec): 3 clusters
  Score: Raw -1278453.544340 + Penalty 4459.444372 = -1273994.099968
  nChanged 42
		SP:Iteration 54Q (187194.940000 sec): 3 clusters
  Score: Raw -1278474.266369 + Penalty 4459.444372 = -1274014.821997
  nChanged 39
		SP:Iteration 55Q (187195.100000 sec): 3 clusters
  Score: Raw -1278490.137793 + Penalty 4459.444372 = -1274030.693421
  nChanged 38
		SP:Iteration 56Q (187195.310000 sec): 3 clusters
  Score: Raw -1278507.971745 + Penalty 4459.444372 = -1274048.527373
  nChanged 37
		SP:Iteration 57Q (187195.550000 sec): 3 clusters
  Score: Raw -1278523.991626 + Penalty 4459.444372 = -1274064.547254
  nChanged 36
		SP:Iteration 58Q (187195.750000 sec): 3 clusters
  Score: Raw -1278539.322729 + Penalty 4459.444372 = -1274079.878357
  nChanged 30
		SP:Iteration 59Q (187195.960000 sec): 3 clusters
  Score: Raw -1278553.988861 + Penalty 4459.444372 = -1274094.544489
  nChanged 36
		SP:Iteration 60F (187196.250000 sec): 3 clusters
  Score: Raw -1278572.196476 + Penalty 4459.444372 = -1274112.752104
  nChanged 34
		SP:Iteration 61Q (187196.400000 sec): 3 clusters
  Score: Raw -1278586.872537 + Penalty 4459.444372 = -1274127.428165
  nChanged 25
		SP:Iteration 62Q (187196.680000 sec): 3 clusters
  Score: Raw -1278597.801492 + Penalty 4459.444372 = -1274138.357120
  nChanged 24
		SP:Iteration 63Q (187196.980000 sec): 3 clusters
  Score: Raw -1278607.716856 + Penalty 4459.444372 = -1274148.272484
  nChanged 16
		SP:Iteration 64Q (187197.180000 sec): 3 clusters
  Score: Raw -1278618.104104 + Penalty 4459.444372 = -1274158.659732
  nChanged 18
		SP:Iteration 65Q (187197.370000 sec): 3 clusters
  Score: Raw -1278625.114422 + Penalty 4459.444372 = -1274165.670050
  nChanged 17
		SP:Iteration 66Q (187197.590000 sec): 3 clusters
  Score: Raw -1278630.813723 + Penalty 4459.444372 = -1274171.369351
  nChanged 11
		SP:Iteration 67Q (187197.820000 sec): 3 clusters
  Score: Raw -1278635.646232 + Penalty 4459.444372 = -1274176.201860
  nChanged 11
		SP:Iteration 68Q (187198.070000 sec): 3 clusters
  Score: Raw -1278639.207395 + Penalty 4459.444372 = -1274179.763023
  nChanged 4
		SP:Iteration 69Q (187198.300000 sec): 3 clusters
  Score: Raw -1278640.629962 + Penalty 4459.444372 = -1274181.185590
  nChanged 3
		SP:Iteration 70Q (187198.520000 sec): 3 clusters
  Score: Raw -1278641.550902 + Penalty 4459.444372 = -1274182.106530
  nChanged 6
		SP:Iteration 71Q (187198.740000 sec): 3 clusters
  Score: Raw -1278643.408780 + Penalty 4459.444372 = -1274183.964408
  nChanged 7
		SP:Iteration 72Q (187198.960000 sec): 3 clusters
  Score: Raw -1278646.074699 + Penalty 4459.444372 = -1274186.630327
  nChanged 3
		SP:Iteration 73Q (187199.180000 sec): 3 clusters
  Score: Raw -1278647.142160 + Penalty 4459.444372 = -1274187.697788
  nChanged 2
		SP:Iteration 74Q (187199.440000 sec): 3 clusters
  Score: Raw -1278647.802580 + Penalty 4459.444372 = -1274188.358208
  nChanged 4
		SP:Iteration 75Q (187199.720000 sec): 3 clusters
  Score: Raw -1278649.281510 + Penalty 4459.444372 = -1274189.837138
  nChanged 7
		SP:Iteration 76Q (187199.960000 sec): 3 clusters
  Score: Raw -1278650.966845 + Penalty 4459.444372 = -1274191.522473
  nChanged 4
		SP:Iteration 77Q (187200.130000 sec): 3 clusters
  Score: Raw -1278652.225294 + Penalty 4459.444372 = -1274192.780922
  nChanged 6
		SP:Iteration 78Q (187200.330000 sec): 3 clusters
  Score: Raw -1278655.051317 + Penalty 4459.444372 = -1274195.606945
  nChanged 6
		SP:Iteration 79Q (187200.570000 sec): 3 clusters
  Score: Raw -1278657.514313 + Penalty 4459.444372 = -1274198.069941
  nChanged 7
		SP:Iteration 80F (187200.850000 sec): 3 clusters
  Score: Raw -1278659.448386 + Penalty 4459.444372 = -1274200.004014
  nChanged 2
		SP:Iteration 81Q (187201.140000 sec): 3 clusters
  Score: Raw -1278660.726200 + Penalty 4459.444372 = -1274201.281828
  nChanged 3
		SP:Iteration 82Q (187201.320000 sec): 3 clusters
  Score: Raw -1278661.613360 + Penalty 4459.444372 = -1274202.168988
  nChanged 3
		SP:Iteration 83Q (187201.540000 sec): 3 clusters
  Score: Raw -1278662.585467 + Penalty 4459.444372 = -1274203.141095
  nChanged 3
		SP:Iteration 84Q (187201.740000 sec): 3 clusters
  Score: Raw -1278663.325528 + Penalty 4459.444372 = -1274203.881156
  nChanged 1
		SP:Iteration 85Q (187202.010000 sec): 3 clusters
  Score: Raw -1278663.422876 + Penalty 4459.444372 = -1274203.978504
  nChanged 0
		SP:Iteration 86F (187202.140000 sec): 3 clusters
  Score: Raw -1278663.422876 + Penalty 4459.444372 = -1274203.978504
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (90633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187202.810000 sec): 2 clusters
  Score: Raw -14620104.058491 + Penalty 2830.814269 = -14617273.244223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187203.660000 sec): 3 clusters
  Score: Raw -14562284.656956 + Penalty 5661.628537 = -14556623.028419
  nChanged 42690
		SP:Iteration 1F (187204.470000 sec): 3 clusters
  Score: Raw -14586830.801580 + Penalty 5661.628537 = -14581169.173042
  nChanged 3324
		SP:Iteration 2Q (187205.300000 sec): 3 clusters
  Score: Raw -14587786.404671 + Penalty 5661.628537 = -14582124.776134
  nChanged 3604
		SP:Iteration 3Q (187206.140000 sec): 3 clusters
  Score: Raw -14589086.147327 + Penalty 5661.628537 = -14583424.518790
  nChanged 4340
		SP:Iteration 4Q (187206.970000 sec): 3 clusters
  Score: Raw -14591080.020953 + Penalty 5661.628537 = -14585418.392415
  nChanged 5171
		SP:Iteration 5F (187207.800000 sec): 3 clusters
  Score: Raw -14594099.865866 + Penalty 5661.628537 = -14588438.237329
  nChanged 6183
		SP:Iteration 6F (187208.630000 sec): 3 clusters
  Score: Raw -14598406.443271 + Penalty 5661.628537 = -14592744.814734
  nChanged 6568
		SP:Iteration 7F (187209.490000 sec): 3 clusters
  Score: Raw -14603384.908279 + Penalty 5661.628537 = -14597723.279741
  nChanged 6115
		SP:Iteration 8F (187210.280000 sec): 3 clusters
  Score: Raw -14608233.855007 + Penalty 5661.628537 = -14602572.226469
  nChanged 5246
		SP:Iteration 9F (187211.040000 sec): 3 clusters
  Score: Raw -14612485.659467 + Penalty 5661.628537 = -14606824.030930
  nChanged 4043
		SP:Iteration 10Q (187211.960000 sec): 3 clusters
  Score: Raw -14615796.660139 + Penalty 5661.628537 = -14610135.031602
  nChanged 2694
		SP:Iteration 11Q (187212.700000 sec): 3 clusters
  Score: Raw -14617907.646346 + Penalty 5661.628537 = -14612246.017808
  nChanged 1569
		SP:Iteration 12Q (187213.520000 sec): 3 clusters
  Score: Raw -14619102.339243 + Penalty 5661.628537 = -14613440.710705
  nChanged 839
		SP:Iteration 13Q (187214.300000 sec): 3 clusters
  Score: Raw -14619749.338543 + Penalty 5661.628537 = -14614087.710006
  nChanged 432
		SP:Iteration 14Q (187215.010000 sec): 3 clusters
  Score: Raw -14620057.098868 + Penalty 5661.628537 = -14614395.470331
  nChanged 199
		SP:Iteration 15Q (187215.690000 sec): 3 clusters
  Score: Raw -14620203.270288 + Penalty 5661.628537 = -14614541.641750
  nChanged 111
		SP:Iteration 16Q (187216.510000 sec): 3 clusters
  Score: Raw -14620277.360224 + Penalty 5661.628537 = -14614615.731687
  nChanged 63
		SP:Iteration 17Q (187217.290000 sec): 3 clusters
  Score: Raw -14620330.864452 + Penalty 5661.628537 = -14614669.235914
  nChanged 55
		SP:Iteration 18Q (187218.010000 sec): 3 clusters
  Score: Raw -14620373.015826 + Penalty 5661.628537 = -14614711.387288
  nChanged 30
		SP:Iteration 19Q (187218.820000 sec): 3 clusters
  Score: Raw -14620395.642095 + Penalty 5661.628537 = -14614734.013558
  nChanged 27
		SP:Iteration 20F (187219.660000 sec): 3 clusters
  Score: Raw -14620416.234026 + Penalty 5661.628537 = -14614754.605488
  nChanged 19
		SP:Iteration 21Q (187220.440000 sec): 3 clusters
  Score: Raw -14620430.380024 + Penalty 5661.628537 = -14614768.751487
  nChanged 12
		SP:Iteration 22Q (187221.210000 sec): 3 clusters
  Score: Raw -14620445.081801 + Penalty 5661.628537 = -14614783.453263
  nChanged 17
		SP:Iteration 23Q (187221.990000 sec): 3 clusters
  Score: Raw -14620457.817112 + Penalty 5661.628537 = -14614796.188575
  nChanged 8
		SP:Iteration 24Q (187222.870000 sec): 3 clusters
  Score: Raw -14620464.297280 + Penalty 5661.628537 = -14614802.668743
  nChanged 6
		SP:Iteration 25Q (187223.760000 sec): 3 clusters
  Score: Raw -14620468.666593 + Penalty 5661.628537 = -14614807.038056
  nChanged 5
		SP:Iteration 26Q (187224.650000 sec): 3 clusters
  Score: Raw -14620472.822165 + Penalty 5661.628537 = -14614811.193628
  nChanged 6
		SP:Iteration 27Q (187225.520000 sec): 3 clusters
  Score: Raw -14620477.055199 + Penalty 5661.628537 = -14614815.426662
  nChanged 5
		SP:Iteration 28Q (187226.360000 sec): 3 clusters
  Score: Raw -14620481.517152 + Penalty 5661.628537 = -14614819.888615
  nChanged 1
		SP:Iteration 29Q (187227.190000 sec): 3 clusters
  Score: Raw -14620481.840560 + Penalty 5661.628537 = -14614820.212023
  nChanged 1
		SP:Iteration 30Q (187228.040000 sec): 3 clusters
  Score: Raw -14620482.431565 + Penalty 5661.628537 = -14614820.803028
  nChanged 2
		SP:Iteration 31Q (187228.880000 sec): 3 clusters
  Score: Raw -14620484.048591 + Penalty 5661.628537 = -14614822.420054
  nChanged 1
		SP:Iteration 32Q (187229.690000 sec): 3 clusters
  Score: Raw -14620484.951966 + Penalty 5661.628537 = -14614823.323428
  nChanged 0
		SP:Iteration 33F (187230.630000 sec): 3 clusters
  Score: Raw -14620484.951966 + Penalty 5661.628537 = -14614823.323428
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (5108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187230.710000 sec): 2 clusters
  Score: Raw -771604.185088 + Penalty 2117.563678 = -769486.621410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187230.920000 sec): 3 clusters
  Score: Raw -769250.527216 + Penalty 4235.127356 = -765015.399860
  nChanged 1968
		SP:Iteration 1F (187231.130000 sec): 3 clusters
  Score: Raw -770560.327227 + Penalty 4235.127356 = -766325.199871
  nChanged 418
		SP:Iteration 2F (187231.330000 sec): 3 clusters
  Score: Raw -770919.089638 + Penalty 4235.127356 = -766683.962282
  nChanged 330
		SP:Iteration 3F (187231.530000 sec): 3 clusters
  Score: Raw -771185.858043 + Penalty 4235.127356 = -766950.730687
  nChanged 267
		SP:Iteration 4F (187231.730000 sec): 3 clusters
  Score: Raw -771373.849525 + Penalty 4235.127356 = -767138.722169
  nChanged 205
		SP:Iteration 5Q (187231.940000 sec): 3 clusters
  Score: Raw -771523.232606 + Penalty 4235.127356 = -767288.105250
  nChanged 206
		SP:Iteration 6Q (187232.140000 sec): 3 clusters
  Score: Raw -771645.025486 + Penalty 4235.127356 = -767409.898130
  nChanged 152
		SP:Iteration 7Q (187232.340000 sec): 3 clusters
  Score: Raw -771721.185051 + Penalty 4235.127356 = -767486.057695
  nChanged 115
		SP:Iteration 8Q (187232.540000 sec): 3 clusters
  Score: Raw -771776.511064 + Penalty 4235.127356 = -767541.383708
  nChanged 94
		SP:Iteration 9Q (187232.740000 sec): 3 clusters
  Score: Raw -771818.931806 + Penalty 4235.127356 = -767583.804450
  nChanged 82
		SP:Iteration 10Q (187232.950000 sec): 3 clusters
  Score: Raw -771866.607381 + Penalty 4235.127356 = -767631.480025
  nChanged 69
		SP:Iteration 11Q (187233.150000 sec): 3 clusters
  Score: Raw -771906.531173 + Penalty 4235.127356 = -767671.403817
  nChanged 73
		SP:Iteration 12Q (187233.350000 sec): 3 clusters
  Score: Raw -771938.647063 + Penalty 4235.127356 = -767703.519707
  nChanged 65
		SP:Iteration 13Q (187233.550000 sec): 3 clusters
  Score: Raw -771963.837816 + Penalty 4235.127356 = -767728.710460
  nChanged 48
		SP:Iteration 14Q (187233.760000 sec): 3 clusters
  Score: Raw -771981.074824 + Penalty 4235.127356 = -767745.947469
  nChanged 34
		SP:Iteration 15Q (187233.960000 sec): 3 clusters
  Score: Raw -771993.607384 + Penalty 4235.127356 = -767758.480028
  nChanged 30
		SP:Iteration 16Q (187234.160000 sec): 3 clusters
  Score: Raw -772003.169780 + Penalty 4235.127356 = -767768.042424
  nChanged 22
		SP:Iteration 17Q (187234.360000 sec): 3 clusters
  Score: Raw -772008.860873 + Penalty 4235.127356 = -767773.733517
  nChanged 20
		SP:Iteration 18Q (187234.560000 sec): 3 clusters
  Score: Raw -772016.491918 + Penalty 4235.127356 = -767781.364563
  nChanged 17
		SP:Iteration 19Q (187234.760000 sec): 3 clusters
  Score: Raw -772022.845102 + Penalty 4235.127356 = -767787.717746
  nChanged 20
		SP:Iteration 20F (187234.970000 sec): 3 clusters
  Score: Raw -772028.497111 + Penalty 4235.127356 = -767793.369755
  nChanged 14
		SP:Iteration 21Q (187235.220000 sec): 3 clusters
  Score: Raw -772033.201820 + Penalty 4235.127356 = -767798.074464
  nChanged 16
		SP:Iteration 22Q (187235.370000 sec): 3 clusters
  Score: Raw -772038.104469 + Penalty 4235.127356 = -767802.977113
  nChanged 17
		SP:Iteration 23Q (187235.590000 sec): 3 clusters
  Score: Raw -772043.400683 + Penalty 4235.127356 = -767808.273327
  nChanged 6
		SP:Iteration 24Q (187235.790000 sec): 3 clusters
  Score: Raw -772045.594294 + Penalty 4235.127356 = -767810.466938
  nChanged 5
		SP:Iteration 25Q (187235.990000 sec): 3 clusters
  Score: Raw -772046.782063 + Penalty 4235.127356 = -767811.654707
  nChanged 5
		SP:Iteration 26Q (187236.190000 sec): 3 clusters
  Score: Raw -772048.416127 + Penalty 4235.127356 = -767813.288771
  nChanged 5
		SP:Iteration 27Q (187236.560000 sec): 3 clusters
  Score: Raw -772049.504798 + Penalty 4235.127356 = -767814.377443
  nChanged 3
		SP:Iteration 28Q (187236.820000 sec): 3 clusters
  Score: Raw -772050.246998 + Penalty 4235.127356 = -767815.119643
  nChanged 1
		SP:Iteration 29Q (187237.080000 sec): 3 clusters
  Score: Raw -772050.382009 + Penalty 4235.127356 = -767815.254653
  nChanged 1
		SP:Iteration 30Q (187237.260000 sec): 3 clusters
  Score: Raw -772050.555707 + Penalty 4235.127356 = -767815.428351
  nChanged 1
		SP:Iteration 31Q (187237.520000 sec): 3 clusters
  Score: Raw -772050.676081 + Penalty 4235.127356 = -767815.548725
  nChanged 1
		SP:Iteration 32Q (187237.750000 sec): 3 clusters
  Score: Raw -772050.868786 + Penalty 4235.127356 = -767815.741431
  nChanged 0
		SP:Iteration 33F (187238.020000 sec): 3 clusters
  Score: Raw -772050.868786 + Penalty 4235.127356 = -767815.741431
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (5984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187238.170000 sec): 2 clusters
  Score: Raw -936090.631994 + Penalty 2156.817441 = -933933.814553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187238.340000 sec): 3 clusters
  Score: Raw -933140.995310 + Penalty 4313.634882 = -928827.360428
  nChanged 2358
		SP:Iteration 1F (187238.560000 sec): 3 clusters
  Score: Raw -934575.212707 + Penalty 4313.634882 = -930261.577825
  nChanged 568
		SP:Iteration 2F (187238.780000 sec): 3 clusters
  Score: Raw -935138.508929 + Penalty 4313.634882 = -930824.874047
  nChanged 503
		SP:Iteration 3F (187238.950000 sec): 3 clusters
  Score: Raw -935772.216892 + Penalty 4313.634882 = -931458.582010
  nChanged 535
		SP:Iteration 4F (187239.130000 sec): 3 clusters
  Score: Raw -936388.309884 + Penalty 4313.634882 = -932074.675002
  nChanged 422
		SP:Iteration 5F (187239.350000 sec): 3 clusters
  Score: Raw -936791.520081 + Penalty 4313.634882 = -932477.885199
  nChanged 278
		SP:Iteration 6Q (187239.550000 sec): 3 clusters
  Score: Raw -937004.315120 + Penalty 4313.634882 = -932690.680238
  nChanged 196
		SP:Iteration 7Q (187239.770000 sec): 3 clusters
  Score: Raw -937126.084764 + Penalty 4313.634882 = -932812.449882
  nChanged 136
		SP:Iteration 8Q (187239.980000 sec): 3 clusters
  Score: Raw -937198.124636 + Penalty 4313.634882 = -932884.489754
  nChanged 82
		SP:Iteration 9Q (187240.230000 sec): 3 clusters
  Score: Raw -937239.495439 + Penalty 4313.634882 = -932925.860557
  nChanged 72
		SP:Iteration 10Q (187240.440000 sec): 3 clusters
  Score: Raw -937272.213660 + Penalty 4313.634882 = -932958.578778
  nChanged 52
		SP:Iteration 11Q (187240.670000 sec): 3 clusters
  Score: Raw -937291.873795 + Penalty 4313.634882 = -932978.238914
  nChanged 47
		SP:Iteration 12Q (187240.930000 sec): 3 clusters
  Score: Raw -937310.629602 + Penalty 4313.634882 = -932996.994720
  nChanged 31
		SP:Iteration 13Q (187241.220000 sec): 3 clusters
  Score: Raw -937321.363616 + Penalty 4313.634882 = -933007.728735
  nChanged 27
		SP:Iteration 14Q (187241.450000 sec): 3 clusters
  Score: Raw -937330.847964 + Penalty 4313.634882 = -933017.213082
  nChanged 11
		SP:Iteration 15Q (187241.730000 sec): 3 clusters
  Score: Raw -937333.638507 + Penalty 4313.634882 = -933020.003625
  nChanged 10
		SP:Iteration 16Q (187241.990000 sec): 3 clusters
  Score: Raw -937337.380539 + Penalty 4313.634882 = -933023.745658
  nChanged 13
		SP:Iteration 17Q (187242.220000 sec): 3 clusters
  Score: Raw -937340.315191 + Penalty 4313.634882 = -933026.680309
  nChanged 10
		SP:Iteration 18Q (187242.390000 sec): 3 clusters
  Score: Raw -937344.084091 + Penalty 4313.634882 = -933030.449210
  nChanged 13
		SP:Iteration 19Q (187242.650000 sec): 3 clusters
  Score: Raw -937347.633236 + Penalty 4313.634882 = -933033.998354
  nChanged 13
		SP:Iteration 20F (187242.850000 sec): 3 clusters
  Score: Raw -937351.281392 + Penalty 4313.634882 = -933037.646510
  nChanged 7
		SP:Iteration 21Q (187243.090000 sec): 3 clusters
  Score: Raw -937352.876027 + Penalty 4313.634882 = -933039.241146
  nChanged 3
		SP:Iteration 22Q (187243.270000 sec): 3 clusters
  Score: Raw -937353.684177 + Penalty 4313.634882 = -933040.049295
  nChanged 3
		SP:Iteration 23Q (187243.470000 sec): 3 clusters
  Score: Raw -937354.562303 + Penalty 4313.634882 = -933040.927421
  nChanged 5
		SP:Iteration 24Q (187243.690000 sec): 3 clusters
  Score: Raw -937355.655423 + Penalty 4313.634882 = -933042.020541
  nChanged 3
		SP:Iteration 25Q (187243.890000 sec): 3 clusters
  Score: Raw -937356.310782 + Penalty 4313.634882 = -933042.675900
  nChanged 2
		SP:Iteration 26Q (187244.090000 sec): 3 clusters
  Score: Raw -937357.222720 + Penalty 4313.634882 = -933043.587838
  nChanged 4
		SP:Iteration 27Q (187244.270000 sec): 3 clusters
  Score: Raw -937357.862031 + Penalty 4313.634882 = -933044.227149
  nChanged 0
		SP:Iteration 28F (187244.490000 sec): 3 clusters
  Score: Raw -937357.862031 + Penalty 4313.634882 = -933044.227149
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (18746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187244.770000 sec): 2 clusters
  Score: Raw -3086449.807718 + Penalty 2440.006447 = -3084009.801270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187245.080000 sec): 3 clusters
  Score: Raw -3075577.390564 + Penalty 4880.012895 = -3070697.377669
  nChanged 8254
		SP:Iteration 1F (187245.390000 sec): 3 clusters
  Score: Raw -3079891.394575 + Penalty 4880.012895 = -3075011.381680
  nChanged 964
		SP:Iteration 2F (187245.650000 sec): 3 clusters
  Score: Raw -3080210.682061 + Penalty 4880.012895 = -3075330.669166
  nChanged 776
		SP:Iteration 3Q (187245.930000 sec): 3 clusters
  Score: Raw -3080462.217029 + Penalty 4880.012895 = -3075582.204134
  nChanged 701
		SP:Iteration 4Q (187246.360000 sec): 3 clusters
  Score: Raw -3080682.096134 + Penalty 4880.012895 = -3075802.083239
  nChanged 604
		SP:Iteration 5Q (187246.670000 sec): 3 clusters
  Score: Raw -3080860.687066 + Penalty 4880.012895 = -3075980.674171
  nChanged 561
		SP:Iteration 6Q (187246.980000 sec): 3 clusters
  Score: Raw -3081034.994915 + Penalty 4880.012895 = -3076154.982020
  nChanged 549
		SP:Iteration 7Q (187247.270000 sec): 3 clusters
  Score: Raw -3081232.910110 + Penalty 4880.012895 = -3076352.897215
  nChanged 634
		SP:Iteration 8Q (187247.550000 sec): 3 clusters
  Score: Raw -3081495.857265 + Penalty 4880.012895 = -3076615.844370
  nChanged 741
		SP:Iteration 9Q (187247.900000 sec): 3 clusters
  Score: Raw -3081847.471505 + Penalty 4880.012895 = -3076967.458610
  nChanged 895
		SP:Iteration 10Q (187248.250000 sec): 3 clusters
  Score: Raw -3082345.797102 + Penalty 4880.012895 = -3077465.784207
  nChanged 1012
		SP:Iteration 11F (187248.540000 sec): 3 clusters
  Score: Raw -3083001.376898 + Penalty 4880.012895 = -3078121.364003
  nChanged 1100
		SP:Iteration 12F (187248.890000 sec): 3 clusters
  Score: Raw -3083815.350935 + Penalty 4880.012895 = -3078935.338040
  nChanged 1054
		SP:Iteration 13F (187249.280000 sec): 3 clusters
  Score: Raw -3084667.465489 + Penalty 4880.012895 = -3079787.452594
  nChanged 862
		SP:Iteration 14Q (187249.590000 sec): 3 clusters
  Score: Raw -3085421.622721 + Penalty 4880.012895 = -3080541.609826
  nChanged 598
		SP:Iteration 15Q (187249.990000 sec): 3 clusters
  Score: Raw -3085986.932107 + Penalty 4880.012895 = -3081106.919212
  nChanged 341
		SP:Iteration 16Q (187250.310000 sec): 3 clusters
  Score: Raw -3086330.169817 + Penalty 4880.012895 = -3081450.156922
  nChanged 162
		SP:Iteration 17Q (187250.630000 sec): 3 clusters
  Score: Raw -3086515.860944 + Penalty 4880.012895 = -3081635.848049
  nChanged 56
		SP:Iteration 18Q (187250.880000 sec): 3 clusters
  Score: Raw -3086582.393554 + Penalty 4880.012895 = -3081702.380659
  nChanged 30
		SP:Iteration 19Q (187251.170000 sec): 3 clusters
  Score: Raw -3086619.611704 + Penalty 4880.012895 = -3081739.598809
  nChanged 27
		SP:Iteration 20F (187251.470000 sec): 3 clusters
  Score: Raw -3086655.020493 + Penalty 4880.012895 = -3081775.007598
  nChanged 11
		SP:Iteration 21Q (187251.810000 sec): 3 clusters
  Score: Raw -3086672.703285 + Penalty 4880.012895 = -3081792.690390
  nChanged 12
		SP:Iteration 22Q (187252.080000 sec): 3 clusters
  Score: Raw -3086688.374283 + Penalty 4880.012895 = -3081808.361388
  nChanged 12
		SP:Iteration 23Q (187252.440000 sec): 3 clusters
  Score: Raw -3086703.995461 + Penalty 4880.012895 = -3081823.982566
  nChanged 11
		SP:Iteration 24Q (187252.680000 sec): 3 clusters
  Score: Raw -3086720.849354 + Penalty 4880.012895 = -3081840.836459
  nChanged 5
		SP:Iteration 25Q (187252.980000 sec): 3 clusters
  Score: Raw -3086727.626231 + Penalty 4880.012895 = -3081847.613336
  nChanged 5
		SP:Iteration 26Q (187253.240000 sec): 3 clusters
  Score: Raw -3086732.958727 + Penalty 4880.012895 = -3081852.945832
  nChanged 4
		SP:Iteration 27Q (187253.500000 sec): 3 clusters
  Score: Raw -3086739.410647 + Penalty 4880.012895 = -3081859.397752
  nChanged 4
		SP:Iteration 28Q (187253.800000 sec): 3 clusters
  Score: Raw -3086746.230527 + Penalty 4880.012895 = -3081866.217632
  nChanged 3
		SP:Iteration 29Q (187254.040000 sec): 3 clusters
  Score: Raw -3086750.608456 + Penalty 4880.012895 = -3081870.595561
  nChanged 2
		SP:Iteration 30Q (187254.260000 sec): 3 clusters
  Score: Raw -3086757.265408 + Penalty 4880.012895 = -3081877.252513
  nChanged 5
		SP:Iteration 31Q (187254.580000 sec): 3 clusters
  Score: Raw -3086765.035498 + Penalty 4880.012895 = -3081885.022603
  nChanged 3
		SP:Iteration 32Q (187254.860000 sec): 3 clusters
  Score: Raw -3086771.156287 + Penalty 4880.012895 = -3081891.143392
  nChanged 4
		SP:Iteration 33Q (187255.120000 sec): 3 clusters
  Score: Raw -3086776.864143 + Penalty 4880.012895 = -3081896.851248
  nChanged 4
		SP:Iteration 34Q (187255.370000 sec): 3 clusters
  Score: Raw -3086780.770603 + Penalty 4880.012895 = -3081900.757708
  nChanged 4
		SP:Iteration 35Q (187255.660000 sec): 3 clusters
  Score: Raw -3086787.780159 + Penalty 4880.012895 = -3081907.767264
  nChanged 6
		SP:Iteration 36Q (187255.950000 sec): 3 clusters
  Score: Raw -3086795.880401 + Penalty 4880.012895 = -3081915.867506
  nChanged 3
		SP:Iteration 37Q (187256.200000 sec): 3 clusters
  Score: Raw -3086799.411964 + Penalty 4880.012895 = -3081919.399069
  nChanged 1
		SP:Iteration 38Q (187256.430000 sec): 3 clusters
  Score: Raw -3086800.989561 + Penalty 4880.012895 = -3081920.976666
  nChanged 2
		SP:Iteration 39Q (187256.730000 sec): 3 clusters
  Score: Raw -3086802.799198 + Penalty 4880.012895 = -3081922.786303
  nChanged 1
		SP:Iteration 40F (187257.060000 sec): 3 clusters
  Score: Raw -3086805.875780 + Penalty 4880.012895 = -3081925.862885
  nChanged 1
		SP:Iteration 41Q (187257.340000 sec): 3 clusters
  Score: Raw -3086806.661724 + Penalty 4880.012895 = -3081926.648829
  nChanged 0
		SP:Iteration 42F (187257.660000 sec): 3 clusters
  Score: Raw -3086806.661724 + Penalty 4880.012895 = -3081926.648829
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (18332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187257.900000 sec): 2 clusters
  Score: Raw -2941388.347085 + Penalty 2434.468055 = -2938953.879030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187258.190000 sec): 3 clusters
  Score: Raw -2930923.273929 + Penalty 4868.936109 = -2926054.337820
  nChanged 7994
		SP:Iteration 1F (187258.560000 sec): 3 clusters
  Score: Raw -2935225.210178 + Penalty 4868.936109 = -2930356.274069
  nChanged 1145
		SP:Iteration 2F (187258.820000 sec): 3 clusters
  Score: Raw -2935740.077257 + Penalty 4868.936109 = -2930871.141148
  nChanged 944
		SP:Iteration 3F (187259.110000 sec): 3 clusters
  Score: Raw -2936139.127108 + Penalty 4868.936109 = -2931270.190999
  nChanged 789
		SP:Iteration 4Q (187259.390000 sec): 3 clusters
  Score: Raw -2936435.000867 + Penalty 4868.936109 = -2931566.064758
  nChanged 674
		SP:Iteration 5Q (187259.720000 sec): 3 clusters
  Score: Raw -2936661.606652 + Penalty 4868.936109 = -2931792.670543
  nChanged 589
		SP:Iteration 6Q (187260.050000 sec): 3 clusters
  Score: Raw -2936862.576137 + Penalty 4868.936109 = -2931993.640028
  nChanged 550
		SP:Iteration 7Q (187260.290000 sec): 3 clusters
  Score: Raw -2937036.898824 + Penalty 4868.936109 = -2932167.962715
  nChanged 495
		SP:Iteration 8Q (187260.710000 sec): 3 clusters
  Score: Raw -2937204.845433 + Penalty 4868.936109 = -2932335.909324
  nChanged 488
		SP:Iteration 9Q (187261.000000 sec): 3 clusters
  Score: Raw -2937354.620203 + Penalty 4868.936109 = -2932485.684094
  nChanged 448
		SP:Iteration 10Q (187261.440000 sec): 3 clusters
  Score: Raw -2937502.246371 + Penalty 4868.936109 = -2932633.310262
  nChanged 466
		SP:Iteration 11Q (187261.800000 sec): 3 clusters
  Score: Raw -2937652.893758 + Penalty 4868.936109 = -2932783.957649
  nChanged 456
		SP:Iteration 12Q (187262.140000 sec): 3 clusters
  Score: Raw -2937821.488739 + Penalty 4868.936109 = -2932952.552630
  nChanged 470
		SP:Iteration 13Q (187262.400000 sec): 3 clusters
  Score: Raw -2938019.649064 + Penalty 4868.936109 = -2933150.712955
  nChanged 511
		SP:Iteration 14Q (187262.740000 sec): 3 clusters
  Score: Raw -2938276.543615 + Penalty 4868.936109 = -2933407.607506
  nChanged 554
		SP:Iteration 15Q (187263.070000 sec): 3 clusters
  Score: Raw -2938572.817810 + Penalty 4868.936109 = -2933703.881701
  nChanged 540
		SP:Iteration 16Q (187263.410000 sec): 3 clusters
  Score: Raw -2938837.149431 + Penalty 4868.936109 = -2933968.213322
  nChanged 459
		SP:Iteration 17Q (187263.730000 sec): 3 clusters
  Score: Raw -2939052.830063 + Penalty 4868.936109 = -2934183.893954
  nChanged 407
		SP:Iteration 18Q (187264.010000 sec): 3 clusters
  Score: Raw -2939218.126713 + Penalty 4868.936109 = -2934349.190604
  nChanged 320
		SP:Iteration 19Q (187264.350000 sec): 3 clusters
  Score: Raw -2939327.499297 + Penalty 4868.936109 = -2934458.563188
  nChanged 271
		SP:Iteration 20F (187264.640000 sec): 3 clusters
  Score: Raw -2939408.333808 + Penalty 4868.936109 = -2934539.397699
  nChanged 226
		SP:Iteration 21Q (187264.960000 sec): 3 clusters
  Score: Raw -2939471.771457 + Penalty 4868.936109 = -2934602.835348
  nChanged 192
		SP:Iteration 22Q (187265.230000 sec): 3 clusters
  Score: Raw -2939536.248605 + Penalty 4868.936109 = -2934667.312496
  nChanged 193
		SP:Iteration 23Q (187265.520000 sec): 3 clusters
  Score: Raw -2939611.657686 + Penalty 4868.936109 = -2934742.721577
  nChanged 191
		SP:Iteration 24Q (187265.830000 sec): 3 clusters
  Score: Raw -2939690.818751 + Penalty 4868.936109 = -2934821.882642
  nChanged 198
		SP:Iteration 25Q (187266.140000 sec): 3 clusters
  Score: Raw -2939763.100672 + Penalty 4868.936109 = -2934894.164563
  nChanged 173
		SP:Iteration 26Q (187266.460000 sec): 3 clusters
  Score: Raw -2939832.139127 + Penalty 4868.936109 = -2934963.203018
  nChanged 198
		SP:Iteration 27Q (187266.760000 sec): 3 clusters
  Score: Raw -2939904.190016 + Penalty 4868.936109 = -2935035.253907
  nChanged 191
		SP:Iteration 28Q (187267.030000 sec): 3 clusters
  Score: Raw -2939967.208841 + Penalty 4868.936109 = -2935098.272732
  nChanged 192
		SP:Iteration 29Q (187267.370000 sec): 3 clusters
  Score: Raw -2940022.561032 + Penalty 4868.936109 = -2935153.624923
  nChanged 190
		SP:Iteration 30Q (187267.620000 sec): 3 clusters
  Score: Raw -2940078.146510 + Penalty 4868.936109 = -2935209.210401
  nChanged 194
		SP:Iteration 31Q (187267.950000 sec): 3 clusters
  Score: Raw -2940133.676589 + Penalty 4868.936109 = -2935264.740480
  nChanged 185
		SP:Iteration 32Q (187268.330000 sec): 3 clusters
  Score: Raw -2940187.466364 + Penalty 4868.936109 = -2935318.530255
  nChanged 175
		SP:Iteration 33Q (187268.720000 sec): 3 clusters
  Score: Raw -2940246.092349 + Penalty 4868.936109 = -2935377.156240
  nChanged 200
		SP:Iteration 34Q (187269.090000 sec): 3 clusters
  Score: Raw -2940313.921553 + Penalty 4868.936109 = -2935444.985444
  nChanged 214
		SP:Iteration 35Q (187269.370000 sec): 3 clusters
  Score: Raw -2940383.066505 + Penalty 4868.936109 = -2935514.130396
  nChanged 177
		SP:Iteration 36Q (187269.730000 sec): 3 clusters
  Score: Raw -2940440.959748 + Penalty 4868.936109 = -2935572.023638
  nChanged 197
		SP:Iteration 37Q (187270.060000 sec): 3 clusters
  Score: Raw -2940503.164808 + Penalty 4868.936109 = -2935634.228699
  nChanged 178
		SP:Iteration 38Q (187270.450000 sec): 3 clusters
  Score: Raw -2940559.540767 + Penalty 4868.936109 = -2935690.604658
  nChanged 186
		SP:Iteration 39Q (187270.770000 sec): 3 clusters
  Score: Raw -2940624.448383 + Penalty 4868.936109 = -2935755.512274
  nChanged 183
		SP:Iteration 40F (187271.040000 sec): 3 clusters
  Score: Raw -2940685.521268 + Penalty 4868.936109 = -2935816.585159
  nChanged 181
		SP:Iteration 41Q (187271.380000 sec): 3 clusters
  Score: Raw -2940751.488644 + Penalty 4868.936109 = -2935882.552535
  nChanged 181
		SP:Iteration 42Q (187271.620000 sec): 3 clusters
  Score: Raw -2940818.808457 + Penalty 4868.936109 = -2935949.872348
  nChanged 187
		SP:Iteration 43Q (187271.900000 sec): 3 clusters
  Score: Raw -2940896.139541 + Penalty 4868.936109 = -2936027.203432
  nChanged 200
		SP:Iteration 44Q (187272.180000 sec): 3 clusters
  Score: Raw -2940973.597692 + Penalty 4868.936109 = -2936104.661583
  nChanged 198
		SP:Iteration 45Q (187272.450000 sec): 3 clusters
  Score: Raw -2941050.376269 + Penalty 4868.936109 = -2936181.440160
  nChanged 183
		SP:Iteration 46Q (187272.760000 sec): 3 clusters
  Score: Raw -2941120.683365 + Penalty 4868.936109 = -2936251.747256
  nChanged 187
		SP:Iteration 47Q (187273.080000 sec): 3 clusters
  Score: Raw -2941192.628802 + Penalty 4868.936109 = -2936323.692693
  nChanged 185
		SP:Iteration 48Q (187273.400000 sec): 3 clusters
  Score: Raw -2941270.978303 + Penalty 4868.936109 = -2936402.042194
  nChanged 183
		SP:Iteration 49Q (187273.700000 sec): 3 clusters
  Score: Raw -2941351.456560 + Penalty 4868.936109 = -2936482.520451
  nChanged 165
		SP:Iteration 50Q (187273.990000 sec): 3 clusters
  Score: Raw -2941420.126142 + Penalty 4868.936109 = -2936551.190033
  nChanged 146
		SP:Iteration 51Q (187274.270000 sec): 3 clusters
  Score: Raw -2941478.839571 + Penalty 4868.936109 = -2936609.903462
  nChanged 131
		SP:Iteration 52Q (187274.660000 sec): 3 clusters
  Score: Raw -2941529.796929 + Penalty 4868.936109 = -2936660.860820
  nChanged 129
		SP:Iteration 53Q (187274.970000 sec): 3 clusters
  Score: Raw -2941575.165794 + Penalty 4868.936109 = -2936706.229685
  nChanged 117
		SP:Iteration 54Q (187275.360000 sec): 3 clusters
  Score: Raw -2941613.263539 + Penalty 4868.936109 = -2936744.327430
  nChanged 110
		SP:Iteration 55Q (187275.660000 sec): 3 clusters
  Score: Raw -2941649.552637 + Penalty 4868.936109 = -2936780.616528
  nChanged 98
		SP:Iteration 56Q (187276.040000 sec): 3 clusters
  Score: Raw -2941682.261644 + Penalty 4868.936109 = -2936813.325535
  nChanged 96
		SP:Iteration 57Q (187276.340000 sec): 3 clusters
  Score: Raw -2941716.527745 + Penalty 4868.936109 = -2936847.591636
  nChanged 100
		SP:Iteration 58Q (187276.670000 sec): 3 clusters
  Score: Raw -2941746.661268 + Penalty 4868.936109 = -2936877.725159
  nChanged 83
		SP:Iteration 59Q (187277.020000 sec): 3 clusters
  Score: Raw -2941773.458684 + Penalty 4868.936109 = -2936904.522575
  nChanged 75
		SP:Iteration 60F (187277.310000 sec): 3 clusters
  Score: Raw -2941808.425238 + Penalty 4868.936109 = -2936939.489129
  nChanged 75
		SP:Iteration 61Q (187277.670000 sec): 3 clusters
  Score: Raw -2941838.778868 + Penalty 4868.936109 = -2936969.842759
  nChanged 87
		SP:Iteration 62Q (187278.010000 sec): 3 clusters
  Score: Raw -2941870.325544 + Penalty 4868.936109 = -2937001.389435
  nChanged 82
		SP:Iteration 63Q (187278.250000 sec): 3 clusters
  Score: Raw -2941899.198199 + Penalty 4868.936109 = -2937030.262090
  nChanged 88
		SP:Iteration 64Q (187278.560000 sec): 3 clusters
  Score: Raw -2941932.009606 + Penalty 4868.936109 = -2937063.073497
  nChanged 67
		SP:Iteration 65Q (187278.810000 sec): 3 clusters
  Score: Raw -2941960.937339 + Penalty 4868.936109 = -2937092.001230
  nChanged 67
		SP:Iteration 66Q (187279.130000 sec): 3 clusters
  Score: Raw -2941987.940105 + Penalty 4868.936109 = -2937119.003996
  nChanged 61
		SP:Iteration 67Q (187279.360000 sec): 3 clusters
  Score: Raw -2942011.765294 + Penalty 4868.936109 = -2937142.829185
  nChanged 54
		SP:Iteration 68Q (187279.640000 sec): 3 clusters
  Score: Raw -2942031.088179 + Penalty 4868.936109 = -2937162.152070
  nChanged 51
		SP:Iteration 69Q (187279.970000 sec): 3 clusters
  Score: Raw -2942044.897580 + Penalty 4868.936109 = -2937175.961471
  nChanged 31
		SP:Iteration 70Q (187280.250000 sec): 3 clusters
  Score: Raw -2942051.303765 + Penalty 4868.936109 = -2937182.367656
  nChanged 20
		SP:Iteration 71Q (187280.560000 sec): 3 clusters
  Score: Raw -2942056.141964 + Penalty 4868.936109 = -2937187.205855
  nChanged 16
		SP:Iteration 72Q (187280.870000 sec): 3 clusters
  Score: Raw -2942060.441842 + Penalty 4868.936109 = -2937191.505733
  nChanged 18
		SP:Iteration 73Q (187281.140000 sec): 3 clusters
  Score: Raw -2942064.593695 + Penalty 4868.936109 = -2937195.657586
  nChanged 18
		SP:Iteration 74Q (187281.470000 sec): 3 clusters
  Score: Raw -2942070.452304 + Penalty 4868.936109 = -2937201.516195
  nChanged 19
		SP:Iteration 75Q (187281.690000 sec): 3 clusters
  Score: Raw -2942074.847875 + Penalty 4868.936109 = -2937205.911766
  nChanged 10
		SP:Iteration 76Q (187282.020000 sec): 3 clusters
  Score: Raw -2942076.486408 + Penalty 4868.936109 = -2937207.550299
  nChanged 5
		SP:Iteration 77Q (187282.360000 sec): 3 clusters
  Score: Raw -2942077.059522 + Penalty 4868.936109 = -2937208.123413
  nChanged 6
		SP:Iteration 78Q (187282.670000 sec): 3 clusters
  Score: Raw -2942077.627819 + Penalty 4868.936109 = -2937208.691710
  nChanged 3
		SP:Iteration 79Q (187282.990000 sec): 3 clusters
  Score: Raw -2942078.225048 + Penalty 4868.936109 = -2937209.288939
  nChanged 2
		SP:Iteration 80F (187283.270000 sec): 3 clusters
  Score: Raw -2942078.532948 + Penalty 4868.936109 = -2937209.596839
  nChanged 2
		SP:Iteration 81Q (187283.560000 sec): 3 clusters
  Score: Raw -2942078.890422 + Penalty 4868.936109 = -2937209.954313
  nChanged 3
		SP:Iteration 82Q (187283.830000 sec): 3 clusters
  Score: Raw -2942079.395795 + Penalty 4868.936109 = -2937210.459686
  nChanged 4
		SP:Iteration 83Q (187284.090000 sec): 3 clusters
  Score: Raw -2942080.120315 + Penalty 4868.936109 = -2937211.184206
  nChanged 3
		SP:Iteration 84Q (187284.410000 sec): 3 clusters
  Score: Raw -2942080.736920 + Penalty 4868.936109 = -2937211.800811
  nChanged 6
		SP:Iteration 85Q (187284.760000 sec): 3 clusters
  Score: Raw -2942081.716210 + Penalty 4868.936109 = -2937212.780101
  nChanged 5
		SP:Iteration 86Q (187285.010000 sec): 3 clusters
  Score: Raw -2942082.149909 + Penalty 4868.936109 = -2937213.213800
  nChanged 1
		SP:Iteration 87Q (187285.330000 sec): 3 clusters
  Score: Raw -2942082.271543 + Penalty 4868.936109 = -2937213.335434
  nChanged 1
		SP:Iteration 88Q (187285.570000 sec): 3 clusters
  Score: Raw -2942082.318893 + Penalty 4868.936109 = -2937213.382784
  nChanged 0
		SP:Iteration 89F (187285.880000 sec): 3 clusters
  Score: Raw -2942082.318893 + Penalty 4868.936109 = -2937213.382784
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (13465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187286.010000 sec): 2 clusters
  Score: Raw -2136469.597856 + Penalty 2357.946553 = -2134111.651303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187286.260000 sec): 3 clusters
  Score: Raw -2128894.143257 + Penalty 4715.893107 = -2124178.250150
  nChanged 5755
		SP:Iteration 1F (187286.520000 sec): 3 clusters
  Score: Raw -2132013.733622 + Penalty 4715.893107 = -2127297.840515
  nChanged 784
		SP:Iteration 2F (187286.750000 sec): 3 clusters
  Score: Raw -2132348.418102 + Penalty 4715.893107 = -2127632.524995
  nChanged 646
		SP:Iteration 3Q (187286.960000 sec): 3 clusters
  Score: Raw -2132601.974228 + Penalty 4715.893107 = -2127886.081122
  nChanged 542
		SP:Iteration 4Q (187287.320000 sec): 3 clusters
  Score: Raw -2132816.249189 + Penalty 4715.893107 = -2128100.356082
  nChanged 512
		SP:Iteration 5Q (187287.580000 sec): 3 clusters
  Score: Raw -2133049.514780 + Penalty 4715.893107 = -2128333.621673
  nChanged 508
		SP:Iteration 6Q (187287.910000 sec): 3 clusters
  Score: Raw -2133280.809184 + Penalty 4715.893107 = -2128564.916077
  nChanged 538
		SP:Iteration 7Q (187288.140000 sec): 3 clusters
  Score: Raw -2133557.902533 + Penalty 4715.893107 = -2128842.009427
  nChanged 562
		SP:Iteration 8Q (187288.400000 sec): 3 clusters
  Score: Raw -2133902.251730 + Penalty 4715.893107 = -2129186.358623
  nChanged 600
		SP:Iteration 9Q (187288.650000 sec): 3 clusters
  Score: Raw -2134303.286649 + Penalty 4715.893107 = -2129587.393543
  nChanged 603
		SP:Iteration 10Q (187288.950000 sec): 3 clusters
  Score: Raw -2134722.522411 + Penalty 4715.893107 = -2130006.629304
  nChanged 565
		SP:Iteration 11Q (187289.170000 sec): 3 clusters
  Score: Raw -2135153.154459 + Penalty 4715.893107 = -2130437.261353
  nChanged 511
		SP:Iteration 12Q (187289.420000 sec): 3 clusters
  Score: Raw -2135585.223365 + Penalty 4715.893107 = -2130869.330259
  nChanged 401
		SP:Iteration 13Q (187289.670000 sec): 3 clusters
  Score: Raw -2135922.299336 + Penalty 4715.893107 = -2131206.406229
  nChanged 288
		SP:Iteration 14Q (187289.890000 sec): 3 clusters
  Score: Raw -2136150.069301 + Penalty 4715.893107 = -2131434.176194
  nChanged 211
		SP:Iteration 15Q (187290.120000 sec): 3 clusters
  Score: Raw -2136320.974255 + Penalty 4715.893107 = -2131605.081148
  nChanged 152
		SP:Iteration 16Q (187290.430000 sec): 3 clusters
  Score: Raw -2136431.890975 + Penalty 4715.893107 = -2131715.997869
  nChanged 105
		SP:Iteration 17Q (187290.620000 sec): 3 clusters
  Score: Raw -2136507.190300 + Penalty 4715.893107 = -2131791.297193
  nChanged 86
		SP:Iteration 18Q (187290.880000 sec): 3 clusters
  Score: Raw -2136569.338576 + Penalty 4715.893107 = -2131853.445470
  nChanged 59
		SP:Iteration 19Q (187291.130000 sec): 3 clusters
  Score: Raw -2136616.551477 + Penalty 4715.893107 = -2131900.658370
  nChanged 47
		SP:Iteration 20F (187291.420000 sec): 3 clusters
  Score: Raw -2136655.242300 + Penalty 4715.893107 = -2131939.349193
  nChanged 39
		SP:Iteration 21Q (187291.640000 sec): 3 clusters
  Score: Raw -2136690.023139 + Penalty 4715.893107 = -2131974.130032
  nChanged 23
		SP:Iteration 22Q (187291.890000 sec): 3 clusters
  Score: Raw -2136708.718972 + Penalty 4715.893107 = -2131992.825866
  nChanged 15
		SP:Iteration 23Q (187292.120000 sec): 3 clusters
  Score: Raw -2136718.962208 + Penalty 4715.893107 = -2132003.069102
  nChanged 11
		SP:Iteration 24Q (187292.390000 sec): 3 clusters
  Score: Raw -2136726.992011 + Penalty 4715.893107 = -2132011.098905
  nChanged 10
		SP:Iteration 25Q (187292.650000 sec): 3 clusters
  Score: Raw -2136733.703761 + Penalty 4715.893107 = -2132017.810654
  nChanged 7
		SP:Iteration 26Q (187292.910000 sec): 3 clusters
  Score: Raw -2136739.253765 + Penalty 4715.893107 = -2132023.360659
  nChanged 2
		SP:Iteration 27Q (187293.080000 sec): 3 clusters
  Score: Raw -2136740.692100 + Penalty 4715.893107 = -2132024.798993
  nChanged 0
		SP:Iteration 28F (187293.250000 sec): 3 clusters
  Score: Raw -2136740.692100 + Penalty 4715.893107 = -2132024.798993
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (26275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187293.500000 sec): 2 clusters
  Score: Raw -4142933.530242 + Penalty 2523.740553 = -4140409.789690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187293.790000 sec): 3 clusters
  Score: Raw -4127238.843082 + Penalty 5047.481105 = -4122191.361977
  nChanged 11830
		SP:Iteration 1F (187294.190000 sec): 3 clusters
  Score: Raw -4133618.675534 + Penalty 5047.481105 = -4128571.194429
  nChanged 1363
		SP:Iteration 2F (187294.590000 sec): 3 clusters
  Score: Raw -4134090.965760 + Penalty 5047.481105 = -4129043.484655
  nChanged 1154
		SP:Iteration 3Q (187295.000000 sec): 3 clusters
  Score: Raw -4134465.450948 + Penalty 5047.481105 = -4129417.969843
  nChanged 1046
		SP:Iteration 4Q (187295.320000 sec): 3 clusters
  Score: Raw -4134851.167701 + Penalty 5047.481105 = -4129803.686596
  nChanged 1086
		SP:Iteration 5Q (187295.670000 sec): 3 clusters
  Score: Raw -4135317.954620 + Penalty 5047.481105 = -4130270.473515
  nChanged 1199
		SP:Iteration 6Q (187296.010000 sec): 3 clusters
  Score: Raw -4135918.015134 + Penalty 5047.481105 = -4130870.534029
  nChanged 1351
		SP:Iteration 7F (187296.390000 sec): 3 clusters
  Score: Raw -4136754.365290 + Penalty 5047.481105 = -4131706.884185
  nChanged 1537
		SP:Iteration 8F (187296.750000 sec): 3 clusters
  Score: Raw -4137915.806461 + Penalty 5047.481105 = -4132868.325356
  nChanged 1655
		SP:Iteration 9F (187297.130000 sec): 3 clusters
  Score: Raw -4139312.167715 + Penalty 5047.481105 = -4134264.686610
  nChanged 1470
		SP:Iteration 10F (187297.480000 sec): 3 clusters
  Score: Raw -4140572.586562 + Penalty 5047.481105 = -4135525.105457
  nChanged 1138
		SP:Iteration 11Q (187297.830000 sec): 3 clusters
  Score: Raw -4141560.268369 + Penalty 5047.481105 = -4136512.787264
  nChanged 806
		SP:Iteration 12Q (187298.230000 sec): 3 clusters
  Score: Raw -4142263.954608 + Penalty 5047.481105 = -4137216.473503
  nChanged 474
		SP:Iteration 13Q (187298.570000 sec): 3 clusters
  Score: Raw -4142669.927104 + Penalty 5047.481105 = -4137622.445999
  nChanged 251
		SP:Iteration 14Q (187298.950000 sec): 3 clusters
  Score: Raw -4142889.553813 + Penalty 5047.481105 = -4137842.072708
  nChanged 137
		SP:Iteration 15Q (187299.330000 sec): 3 clusters
  Score: Raw -4143010.390510 + Penalty 5047.481105 = -4137962.909405
  nChanged 64
		SP:Iteration 16Q (187299.650000 sec): 3 clusters
  Score: Raw -4143078.604734 + Penalty 5047.481105 = -4138031.123629
  nChanged 41
		SP:Iteration 17Q (187300.030000 sec): 3 clusters
  Score: Raw -4143121.047762 + Penalty 5047.481105 = -4138073.566657
  nChanged 32
		SP:Iteration 18Q (187300.370000 sec): 3 clusters
  Score: Raw -4143155.417258 + Penalty 5047.481105 = -4138107.936153
  nChanged 27
		SP:Iteration 19Q (187300.710000 sec): 3 clusters
  Score: Raw -4143194.839399 + Penalty 5047.481105 = -4138147.358294
  nChanged 17
		SP:Iteration 20F (187301.140000 sec): 3 clusters
  Score: Raw -4143210.048518 + Penalty 5047.481105 = -4138162.567413
  nChanged 7
		SP:Iteration 21Q (187301.450000 sec): 3 clusters
  Score: Raw -4143218.886479 + Penalty 5047.481105 = -4138171.405374
  nChanged 3
		SP:Iteration 22Q (187301.780000 sec): 3 clusters
  Score: Raw -4143221.586970 + Penalty 5047.481105 = -4138174.105865
  nChanged 2
		SP:Iteration 23Q (187302.130000 sec): 3 clusters
  Score: Raw -4143223.350456 + Penalty 5047.481105 = -4138175.869351
  nChanged 1
		SP:Iteration 24Q (187302.460000 sec): 3 clusters
  Score: Raw -4143225.713898 + Penalty 5047.481105 = -4138178.232793
  nChanged 4
		SP:Iteration 25Q (187302.840000 sec): 3 clusters
  Score: Raw -4143230.927982 + Penalty 5047.481105 = -4138183.446877
  nChanged 4
		SP:Iteration 26Q (187303.160000 sec): 3 clusters
  Score: Raw -4143236.142253 + Penalty 5047.481105 = -4138188.661148
  nChanged 6
		SP:Iteration 27Q (187303.520000 sec): 3 clusters
  Score: Raw -4143242.295775 + Penalty 5047.481105 = -4138194.814670
  nChanged 4
		SP:Iteration 28Q (187303.870000 sec): 3 clusters
  Score: Raw -4143246.520541 + Penalty 5047.481105 = -4138199.039435
  nChanged 0
		SP:Iteration 29F (187304.240000 sec): 3 clusters
  Score: Raw -4143246.520541 + Penalty 5047.481105 = -4138199.039435
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (4242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187304.410000 sec): 2 clusters
  Score: Raw -660649.835736 + Penalty 2071.491954 = -658578.343782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187304.650000 sec): 3 clusters
  Score: Raw -658663.338789 + Penalty 4142.983907 = -654520.354882
  nChanged 1561
		SP:Iteration 1F (187304.800000 sec): 3 clusters
  Score: Raw -659576.865013 + Penalty 4142.983907 = -655433.881106
  nChanged 316
		SP:Iteration 2F (187304.940000 sec): 3 clusters
  Score: Raw -659775.737944 + Penalty 4142.983907 = -655632.754037
  nChanged 214
		SP:Iteration 3F (187305.130000 sec): 3 clusters
  Score: Raw -659889.388278 + Penalty 4142.983907 = -655746.404371
  nChanged 133
		SP:Iteration 4Q (187305.320000 sec): 3 clusters
  Score: Raw -659955.589037 + Penalty 4142.983907 = -655812.605130
  nChanged 104
		SP:Iteration 5Q (187305.440000 sec): 3 clusters
  Score: Raw -660002.439571 + Penalty 4142.983907 = -655859.455664
  nChanged 81
		SP:Iteration 6Q (187305.640000 sec): 3 clusters
  Score: Raw -660036.807009 + Penalty 4142.983907 = -655893.823102
  nChanged 68
		SP:Iteration 7Q (187305.810000 sec): 3 clusters
  Score: Raw -660065.463674 + Penalty 4142.983907 = -655922.479767
  nChanged 75
		SP:Iteration 8Q (187306.010000 sec): 3 clusters
  Score: Raw -660100.947811 + Penalty 4142.983907 = -655957.963904
  nChanged 63
		SP:Iteration 9Q (187306.140000 sec): 3 clusters
  Score: Raw -660133.336408 + Penalty 4142.983907 = -655990.352501
  nChanged 48
		SP:Iteration 10Q (187306.340000 sec): 3 clusters
  Score: Raw -660153.067591 + Penalty 4142.983907 = -656010.083684
  nChanged 53
		SP:Iteration 11Q (187306.500000 sec): 3 clusters
  Score: Raw -660185.645162 + Penalty 4142.983907 = -656042.661255
  nChanged 77
		SP:Iteration 12Q (187306.720000 sec): 3 clusters
  Score: Raw -660226.992902 + Penalty 4142.983907 = -656084.008995
  nChanged 79
		SP:Iteration 13Q (187306.840000 sec): 3 clusters
  Score: Raw -660275.943655 + Penalty 4142.983907 = -656132.959748
  nChanged 89
		SP:Iteration 14Q (187307.040000 sec): 3 clusters
  Score: Raw -660337.261952 + Penalty 4142.983907 = -656194.278044
  nChanged 103
		SP:Iteration 15Q (187307.210000 sec): 3 clusters
  Score: Raw -660417.331466 + Penalty 4142.983907 = -656274.347559
  nChanged 108
		SP:Iteration 16Q (187307.400000 sec): 3 clusters
  Score: Raw -660494.991649 + Penalty 4142.983907 = -656352.007742
  nChanged 115
		SP:Iteration 17Q (187307.530000 sec): 3 clusters
  Score: Raw -660586.977658 + Penalty 4142.983907 = -656443.993751
  nChanged 112
		SP:Iteration 18Q (187307.750000 sec): 3 clusters
  Score: Raw -660683.202303 + Penalty 4142.983907 = -656540.218396
  nChanged 120
		SP:Iteration 19Q (187307.880000 sec): 3 clusters
  Score: Raw -660780.445143 + Penalty 4142.983907 = -656637.461236
  nChanged 113
		SP:Iteration 20F (187308.090000 sec): 3 clusters
  Score: Raw -660864.850779 + Penalty 4142.983907 = -656721.866872
  nChanged 97
		SP:Iteration 21Q (187308.280000 sec): 3 clusters
  Score: Raw -660938.720199 + Penalty 4142.983907 = -656795.736292
  nChanged 96
		SP:Iteration 22Q (187308.420000 sec): 3 clusters
  Score: Raw -661009.519967 + Penalty 4142.983907 = -656866.536059
  nChanged 78
		SP:Iteration 23Q (187308.620000 sec): 3 clusters
  Score: Raw -661065.818081 + Penalty 4142.983907 = -656922.834174
  nChanged 73
		SP:Iteration 24Q (187308.800000 sec): 3 clusters
  Score: Raw -661118.835880 + Penalty 4142.983907 = -656975.851973
  nChanged 54
		SP:Iteration 25Q (187308.990000 sec): 3 clusters
  Score: Raw -661153.634403 + Penalty 4142.983907 = -657010.650496
  nChanged 47
		SP:Iteration 26Q (187309.160000 sec): 3 clusters
  Score: Raw -661184.196464 + Penalty 4142.983907 = -657041.212557
  nChanged 46
		SP:Iteration 27Q (187309.360000 sec): 3 clusters
  Score: Raw -661217.665389 + Penalty 4142.983907 = -657074.681482
  nChanged 50
		SP:Iteration 28Q (187309.490000 sec): 3 clusters
  Score: Raw -661254.338419 + Penalty 4142.983907 = -657111.354512
  nChanged 38
		SP:Iteration 29Q (187309.620000 sec): 3 clusters
  Score: Raw -661278.048711 + Penalty 4142.983907 = -657135.064804
  nChanged 31
		SP:Iteration 30Q (187309.820000 sec): 3 clusters
  Score: Raw -661300.339598 + Penalty 4142.983907 = -657157.355691
  nChanged 32
		SP:Iteration 31Q (187310.010000 sec): 3 clusters
  Score: Raw -661319.598050 + Penalty 4142.983907 = -657176.614143
  nChanged 30
		SP:Iteration 32Q (187310.130000 sec): 3 clusters
  Score: Raw -661336.012812 + Penalty 4142.983907 = -657193.028905
  nChanged 24
		SP:Iteration 33Q (187310.280000 sec): 3 clusters
  Score: Raw -661347.398402 + Penalty 4142.983907 = -657204.414495
  nChanged 20
		SP:Iteration 34Q (187310.500000 sec): 3 clusters
  Score: Raw -661360.853191 + Penalty 4142.983907 = -657217.869284
  nChanged 18
		SP:Iteration 35Q (187310.670000 sec): 3 clusters
  Score: Raw -661372.744858 + Penalty 4142.983907 = -657229.760951
  nChanged 24
		SP:Iteration 36Q (187310.860000 sec): 3 clusters
  Score: Raw -661390.938083 + Penalty 4142.983907 = -657247.954176
  nChanged 26
		SP:Iteration 37Q (187311.060000 sec): 3 clusters
  Score: Raw -661407.700502 + Penalty 4142.983907 = -657264.716595
  nChanged 17
		SP:Iteration 38Q (187311.200000 sec): 3 clusters
  Score: Raw -661419.607594 + Penalty 4142.983907 = -657276.623687
  nChanged 20
		SP:Iteration 39Q (187311.350000 sec): 3 clusters
  Score: Raw -661428.650816 + Penalty 4142.983907 = -657285.666909
  nChanged 18
		SP:Iteration 40F (187311.510000 sec): 3 clusters
  Score: Raw -661437.608949 + Penalty 4142.983907 = -657294.625042
  nChanged 11
		SP:Iteration 41Q (187311.720000 sec): 3 clusters
  Score: Raw -661443.170424 + Penalty 4142.983907 = -657300.186517
  nChanged 6
		SP:Iteration 42Q (187311.910000 sec): 3 clusters
  Score: Raw -661445.970288 + Penalty 4142.983907 = -657302.986381
  nChanged 7
		SP:Iteration 43Q (187312.060000 sec): 3 clusters
  Score: Raw -661449.003695 + Penalty 4142.983907 = -657306.019788
  nChanged 2
		SP:Iteration 44Q (187312.270000 sec): 3 clusters
  Score: Raw -661450.222404 + Penalty 4142.983907 = -657307.238497
  nChanged 3
		SP:Iteration 45Q (187312.400000 sec): 3 clusters
  Score: Raw -661452.087913 + Penalty 4142.983907 = -657309.104006
  nChanged 2
		SP:Iteration 46Q (187312.600000 sec): 3 clusters
  Score: Raw -661453.643520 + Penalty 4142.983907 = -657310.659612
  nChanged 1
		SP:Iteration 47Q (187312.760000 sec): 3 clusters
  Score: Raw -661454.360980 + Penalty 4142.983907 = -657311.377072
  nChanged 2
		SP:Iteration 48Q (187312.970000 sec): 3 clusters
  Score: Raw -661455.067396 + Penalty 4142.983907 = -657312.083489
  nChanged 0
		SP:Iteration 49F (187313.160000 sec): 3 clusters
  Score: Raw -661455.067396 + Penalty 4142.983907 = -657312.083489
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (10115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187313.310000 sec): 2 clusters
  Score: Raw -1482938.241079 + Penalty 2287.000138 = -1480651.240942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187313.600000 sec): 3 clusters
  Score: Raw -1477434.714938 + Penalty 4574.000276 = -1472860.714662
  nChanged 4237
		SP:Iteration 1F (187313.800000 sec): 3 clusters
  Score: Raw -1480114.347092 + Penalty 4574.000276 = -1475540.346817
  nChanged 894
		SP:Iteration 2F (187313.960000 sec): 3 clusters
  Score: Raw -1480873.069991 + Penalty 4574.000276 = -1476299.069715
  nChanged 798
		SP:Iteration 3F (187314.180000 sec): 3 clusters
  Score: Raw -1481505.707625 + Penalty 4574.000276 = -1476931.707350
  nChanged 680
		SP:Iteration 4F (187314.460000 sec): 3 clusters
  Score: Raw -1482002.243034 + Penalty 4574.000276 = -1477428.242758
  nChanged 564
		SP:Iteration 5F (187314.640000 sec): 3 clusters
  Score: Raw -1482350.760282 + Penalty 4574.000276 = -1477776.760007
  nChanged 455
		SP:Iteration 6Q (187314.870000 sec): 3 clusters
  Score: Raw -1482566.438599 + Penalty 4574.000276 = -1477992.438323
  nChanged 335
		SP:Iteration 7Q (187315.080000 sec): 3 clusters
  Score: Raw -1482721.205659 + Penalty 4574.000276 = -1478147.205383
  nChanged 259
		SP:Iteration 8Q (187315.280000 sec): 3 clusters
  Score: Raw -1482843.753427 + Penalty 4574.000276 = -1478269.753151
  nChanged 231
		SP:Iteration 9Q (187315.460000 sec): 3 clusters
  Score: Raw -1482940.509068 + Penalty 4574.000276 = -1478366.508793
  nChanged 189
		SP:Iteration 10Q (187315.700000 sec): 3 clusters
  Score: Raw -1483011.563094 + Penalty 4574.000276 = -1478437.562818
  nChanged 170
		SP:Iteration 11Q (187315.960000 sec): 3 clusters
  Score: Raw -1483080.730640 + Penalty 4574.000276 = -1478506.730364
  nChanged 161
		SP:Iteration 12Q (187316.130000 sec): 3 clusters
  Score: Raw -1483142.665945 + Penalty 4574.000276 = -1478568.665669
  nChanged 134
		SP:Iteration 13Q (187316.370000 sec): 3 clusters
  Score: Raw -1483188.011028 + Penalty 4574.000276 = -1478614.010752
  nChanged 124
		SP:Iteration 14Q (187316.570000 sec): 3 clusters
  Score: Raw -1483228.079887 + Penalty 4574.000276 = -1478654.079611
  nChanged 117
		SP:Iteration 15Q (187316.740000 sec): 3 clusters
  Score: Raw -1483270.274315 + Penalty 4574.000276 = -1478696.274039
  nChanged 127
		SP:Iteration 16Q (187316.970000 sec): 3 clusters
  Score: Raw -1483315.645904 + Penalty 4574.000276 = -1478741.645629
  nChanged 142
		SP:Iteration 17Q (187317.170000 sec): 3 clusters
  Score: Raw -1483368.677452 + Penalty 4574.000276 = -1478794.677176
  nChanged 143
		SP:Iteration 18Q (187317.430000 sec): 3 clusters
  Score: Raw -1483419.453354 + Penalty 4574.000276 = -1478845.453078
  nChanged 102
		SP:Iteration 19Q (187317.640000 sec): 3 clusters
  Score: Raw -1483455.073324 + Penalty 4574.000276 = -1478881.073048
  nChanged 110
		SP:Iteration 20F (187317.840000 sec): 3 clusters
  Score: Raw -1483495.320593 + Penalty 4574.000276 = -1478921.320317
  nChanged 113
		SP:Iteration 21Q (187318.120000 sec): 3 clusters
  Score: Raw -1483536.726718 + Penalty 4574.000276 = -1478962.726442
  nChanged 101
		SP:Iteration 22Q (187318.410000 sec): 3 clusters
  Score: Raw -1483574.179820 + Penalty 4574.000276 = -1479000.179544
  nChanged 94
		SP:Iteration 23Q (187318.600000 sec): 3 clusters
  Score: Raw -1483608.143600 + Penalty 4574.000276 = -1479034.143324
  nChanged 90
		SP:Iteration 24Q (187318.840000 sec): 3 clusters
  Score: Raw -1483640.595605 + Penalty 4574.000276 = -1479066.595329
  nChanged 99
		SP:Iteration 25Q (187319.080000 sec): 3 clusters
  Score: Raw -1483676.737285 + Penalty 4574.000276 = -1479102.737009
  nChanged 85
		SP:Iteration 26Q (187319.210000 sec): 3 clusters
  Score: Raw -1483710.533734 + Penalty 4574.000276 = -1479136.533459
  nChanged 71
		SP:Iteration 27Q (187319.390000 sec): 3 clusters
  Score: Raw -1483738.430919 + Penalty 4574.000276 = -1479164.430643
  nChanged 80
		SP:Iteration 28Q (187319.560000 sec): 3 clusters
  Score: Raw -1483773.359838 + Penalty 4574.000276 = -1479199.359562
  nChanged 81
		SP:Iteration 29Q (187319.740000 sec): 3 clusters
  Score: Raw -1483811.964243 + Penalty 4574.000276 = -1479237.963967
  nChanged 75
		SP:Iteration 30Q (187320.000000 sec): 3 clusters
  Score: Raw -1483846.229654 + Penalty 4574.000276 = -1479272.229379
  nChanged 73
		SP:Iteration 31Q (187320.150000 sec): 3 clusters
  Score: Raw -1483888.125138 + Penalty 4574.000276 = -1479314.124863
  nChanged 87
		SP:Iteration 32Q (187320.320000 sec): 3 clusters
  Score: Raw -1483944.611756 + Penalty 4574.000276 = -1479370.611480
  nChanged 83
		SP:Iteration 33Q (187320.530000 sec): 3 clusters
  Score: Raw -1484002.893780 + Penalty 4574.000276 = -1479428.893504
  nChanged 73
		SP:Iteration 34Q (187320.750000 sec): 3 clusters
  Score: Raw -1484057.454478 + Penalty 4574.000276 = -1479483.454202
  nChanged 77
		SP:Iteration 35Q (187321.020000 sec): 3 clusters
  Score: Raw -1484112.090233 + Penalty 4574.000276 = -1479538.089957
  nChanged 68
		SP:Iteration 36Q (187321.180000 sec): 3 clusters
  Score: Raw -1484173.530585 + Penalty 4574.000276 = -1479599.530309
  nChanged 64
		SP:Iteration 37Q (187321.430000 sec): 3 clusters
  Score: Raw -1484215.761106 + Penalty 4574.000276 = -1479641.760830
  nChanged 47
		SP:Iteration 38Q (187321.600000 sec): 3 clusters
  Score: Raw -1484240.089370 + Penalty 4574.000276 = -1479666.089094
  nChanged 40
		SP:Iteration 39Q (187321.860000 sec): 3 clusters
  Score: Raw -1484255.115731 + Penalty 4574.000276 = -1479681.115455
  nChanged 31
		SP:Iteration 40F (187322.010000 sec): 3 clusters
  Score: Raw -1484269.994934 + Penalty 4574.000276 = -1479695.994658
  nChanged 33
		SP:Iteration 41Q (187322.210000 sec): 3 clusters
  Score: Raw -1484286.247003 + Penalty 4574.000276 = -1479712.246727
  nChanged 32
		SP:Iteration 42Q (187322.400000 sec): 3 clusters
  Score: Raw -1484299.463293 + Penalty 4574.000276 = -1479725.463017
  nChanged 19
		SP:Iteration 43Q (187322.600000 sec): 3 clusters
  Score: Raw -1484306.305468 + Penalty 4574.000276 = -1479732.305192
  nChanged 15
		SP:Iteration 44Q (187322.840000 sec): 3 clusters
  Score: Raw -1484312.568241 + Penalty 4574.000276 = -1479738.567965
  nChanged 12
		SP:Iteration 45Q (187323.060000 sec): 3 clusters
  Score: Raw -1484317.323793 + Penalty 4574.000276 = -1479743.323517
  nChanged 8
		SP:Iteration 46Q (187323.280000 sec): 3 clusters
  Score: Raw -1484320.784836 + Penalty 4574.000276 = -1479746.784560
  nChanged 9
		SP:Iteration 47Q (187323.540000 sec): 3 clusters
  Score: Raw -1484323.525947 + Penalty 4574.000276 = -1479749.525672
  nChanged 2
		SP:Iteration 48Q (187323.730000 sec): 3 clusters
  Score: Raw -1484324.052883 + Penalty 4574.000276 = -1479750.052607
  nChanged 2
		SP:Iteration 49Q (187323.990000 sec): 3 clusters
  Score: Raw -1484324.832865 + Penalty 4574.000276 = -1479750.832589
  nChanged 1
		SP:Iteration 50Q (187324.250000 sec): 3 clusters
  Score: Raw -1484325.212645 + Penalty 4574.000276 = -1479751.212369
  nChanged 1
		SP:Iteration 51Q (187324.510000 sec): 3 clusters
  Score: Raw -1484325.446283 + Penalty 4574.000276 = -1479751.446007
  nChanged 1
		SP:Iteration 52Q (187324.790000 sec): 3 clusters
  Score: Raw -1484325.645331 + Penalty 4574.000276 = -1479751.645055
  nChanged 2
		SP:Iteration 53Q (187324.990000 sec): 3 clusters
  Score: Raw -1484326.455158 + Penalty 4574.000276 = -1479752.454882
  nChanged 2
		SP:Iteration 54Q (187325.290000 sec): 3 clusters
  Score: Raw -1484326.916932 + Penalty 4574.000276 = -1479752.916656
  nChanged 2
		SP:Iteration 55Q (187325.590000 sec): 3 clusters
  Score: Raw -1484327.151738 + Penalty 4574.000276 = -1479753.151462
  nChanged 2
		SP:Iteration 56Q (187325.810000 sec): 3 clusters
  Score: Raw -1484327.717533 + Penalty 4574.000276 = -1479753.717257
  nChanged 2
		SP:Iteration 57Q (187326.060000 sec): 3 clusters
  Score: Raw -1484328.296349 + Penalty 4574.000276 = -1479754.296073
  nChanged 3
		SP:Iteration 58Q (187326.250000 sec): 3 clusters
  Score: Raw -1484329.133550 + Penalty 4574.000276 = -1479755.133274
  nChanged 3
		SP:Iteration 59Q (187326.460000 sec): 3 clusters
  Score: Raw -1484330.138582 + Penalty 4574.000276 = -1479756.138306
  nChanged 4
		SP:Iteration 60F (187326.650000 sec): 3 clusters
  Score: Raw -1484331.164263 + Penalty 4574.000276 = -1479757.163987
  nChanged 2
		SP:Iteration 61Q (187326.890000 sec): 3 clusters
  Score: Raw -1484331.878324 + Penalty 4574.000276 = -1479757.878048
  nChanged 2
		SP:Iteration 62Q (187327.130000 sec): 3 clusters
  Score: Raw -1484332.623305 + Penalty 4574.000276 = -1479758.623029
  nChanged 3
		SP:Iteration 63Q (187327.350000 sec): 3 clusters
  Score: Raw -1484333.164813 + Penalty 4574.000276 = -1479759.164537
  nChanged 2
		SP:Iteration 64Q (187327.570000 sec): 3 clusters
  Score: Raw -1484333.551496 + Penalty 4574.000276 = -1479759.551220
  nChanged 2
		SP:Iteration 65Q (187327.780000 sec): 3 clusters
  Score: Raw -1484333.871533 + Penalty 4574.000276 = -1479759.871257
  nChanged 1
		SP:Iteration 66Q (187328.010000 sec): 3 clusters
  Score: Raw -1484334.271857 + Penalty 4574.000276 = -1479760.271581
  nChanged 1
		SP:Iteration 67Q (187328.230000 sec): 3 clusters
  Score: Raw -1484334.409370 + Penalty 4574.000276 = -1479760.409094
  nChanged 0
		SP:Iteration 68F (187328.420000 sec): 3 clusters
  Score: Raw -1484334.409370 + Penalty 4574.000276 = -1479760.409094
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (26771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187328.700000 sec): 2 clusters
  Score: Raw -4302612.534817 + Penalty 2528.378474 = -4300084.156343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187329.070000 sec): 3 clusters
  Score: Raw -4286697.018923 + Penalty 5056.756948 = -4281640.261975
  nChanged 11994
		SP:Iteration 1F (187329.470000 sec): 3 clusters
  Score: Raw -4293170.009026 + Penalty 5056.756948 = -4288113.252078
  nChanged 1462
		SP:Iteration 2F (187329.850000 sec): 3 clusters
  Score: Raw -4293808.425467 + Penalty 5056.756948 = -4288751.668519
  nChanged 1547
		SP:Iteration 3F (187330.250000 sec): 3 clusters
  Score: Raw -4294665.838220 + Penalty 5056.756948 = -4289609.081273
  nChanged 1770
		SP:Iteration 4F (187330.630000 sec): 3 clusters
  Score: Raw -4295850.773589 + Penalty 5056.756948 = -4290794.016641
  nChanged 2032
		SP:Iteration 5F (187331.010000 sec): 3 clusters
  Score: Raw -4297510.405403 + Penalty 5056.756948 = -4292453.648456
  nChanged 2062
		SP:Iteration 6F (187331.410000 sec): 3 clusters
  Score: Raw -4299218.970786 + Penalty 5056.756948 = -4294162.213838
  nChanged 1728
		SP:Iteration 7F (187331.800000 sec): 3 clusters
  Score: Raw -4300595.173536 + Penalty 5056.756948 = -4295538.416588
  nChanged 1266
		SP:Iteration 8Q (187332.210000 sec): 3 clusters
  Score: Raw -4301628.897149 + Penalty 5056.756948 = -4296572.140201
  nChanged 947
		SP:Iteration 9Q (187332.590000 sec): 3 clusters
  Score: Raw -4302455.188717 + Penalty 5056.756948 = -4297398.431769
  nChanged 670
		SP:Iteration 10Q (187332.970000 sec): 3 clusters
  Score: Raw -4303050.781496 + Penalty 5056.756948 = -4297994.024548
  nChanged 473
		SP:Iteration 11Q (187333.390000 sec): 3 clusters
  Score: Raw -4303449.873736 + Penalty 5056.756948 = -4298393.116788
  nChanged 356
		SP:Iteration 12Q (187333.770000 sec): 3 clusters
  Score: Raw -4303760.555301 + Penalty 5056.756948 = -4298703.798353
  nChanged 295
		SP:Iteration 13Q (187334.160000 sec): 3 clusters
  Score: Raw -4303995.658679 + Penalty 5056.756948 = -4298938.901732
  nChanged 208
		SP:Iteration 14Q (187334.540000 sec): 3 clusters
  Score: Raw -4304117.641599 + Penalty 5056.756948 = -4299060.884652
  nChanged 146
		SP:Iteration 15Q (187334.970000 sec): 3 clusters
  Score: Raw -4304196.851256 + Penalty 5056.756948 = -4299140.094308
  nChanged 105
		SP:Iteration 16Q (187335.360000 sec): 3 clusters
  Score: Raw -4304243.855793 + Penalty 5056.756948 = -4299187.098846
  nChanged 82
		SP:Iteration 17Q (187335.740000 sec): 3 clusters
  Score: Raw -4304276.035798 + Penalty 5056.756948 = -4299219.278850
  nChanged 69
		SP:Iteration 18Q (187336.240000 sec): 3 clusters
  Score: Raw -4304303.999814 + Penalty 5056.756948 = -4299247.242866
  nChanged 54
		SP:Iteration 19Q (187336.630000 sec): 3 clusters
  Score: Raw -4304323.197232 + Penalty 5056.756948 = -4299266.440285
  nChanged 43
		SP:Iteration 20F (187337.030000 sec): 3 clusters
  Score: Raw -4304337.326360 + Penalty 5056.756948 = -4299280.569413
  nChanged 35
		SP:Iteration 21Q (187337.450000 sec): 3 clusters
  Score: Raw -4304350.864576 + Penalty 5056.756948 = -4299294.107629
  nChanged 33
		SP:Iteration 22Q (187337.790000 sec): 3 clusters
  Score: Raw -4304358.736930 + Penalty 5056.756948 = -4299301.979982
  nChanged 19
		SP:Iteration 23Q (187338.210000 sec): 3 clusters
  Score: Raw -4304364.196561 + Penalty 5056.756948 = -4299307.439613
  nChanged 15
		SP:Iteration 24Q (187338.570000 sec): 3 clusters
  Score: Raw -4304370.229462 + Penalty 5056.756948 = -4299313.472515
  nChanged 16
		SP:Iteration 25Q (187338.870000 sec): 3 clusters
  Score: Raw -4304375.622635 + Penalty 5056.756948 = -4299318.865688
  nChanged 17
		SP:Iteration 26Q (187339.170000 sec): 3 clusters
  Score: Raw -4304381.128024 + Penalty 5056.756948 = -4299324.371076
  nChanged 13
		SP:Iteration 27Q (187339.460000 sec): 3 clusters
  Score: Raw -4304384.173195 + Penalty 5056.756948 = -4299327.416248
  nChanged 10
		SP:Iteration 28Q (187339.730000 sec): 3 clusters
  Score: Raw -4304386.362799 + Penalty 5056.756948 = -4299329.605851
  nChanged 10
		SP:Iteration 29Q (187340.130000 sec): 3 clusters
  Score: Raw -4304389.118852 + Penalty 5056.756948 = -4299332.361905
  nChanged 10
		SP:Iteration 30Q (187340.530000 sec): 3 clusters
  Score: Raw -4304392.077790 + Penalty 5056.756948 = -4299335.320843
  nChanged 9
		SP:Iteration 31Q (187340.840000 sec): 3 clusters
  Score: Raw -4304393.534974 + Penalty 5056.756948 = -4299336.778026
  nChanged 3
		SP:Iteration 32Q (187341.210000 sec): 3 clusters
  Score: Raw -4304394.162470 + Penalty 5056.756948 = -4299337.405523
  nChanged 2
		SP:Iteration 33Q (187341.530000 sec): 3 clusters
  Score: Raw -4304394.629515 + Penalty 5056.756948 = -4299337.872567
  nChanged 2
		SP:Iteration 34Q (187341.850000 sec): 3 clusters
  Score: Raw -4304394.873207 + Penalty 5056.756948 = -4299338.116260
  nChanged 0
		SP:Iteration 35F (187342.190000 sec): 3 clusters
  Score: Raw -4304394.873207 + Penalty 5056.756948 = -4299338.116260
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (128141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187343.150000 sec): 2 clusters
  Score: Raw -20794432.424200 + Penalty 2916.699852 = -20791515.724349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187344.360000 sec): 3 clusters
  Score: Raw -20711515.898269 + Penalty 5833.399704 = -20705682.498565
  nChanged 60735
		SP:Iteration 1F (187345.510000 sec): 3 clusters
  Score: Raw -20746269.482578 + Penalty 5833.399704 = -20740436.082875
  nChanged 3359
		SP:Iteration 2Q (187346.710000 sec): 3 clusters
  Score: Raw -20746920.692430 + Penalty 5833.399704 = -20741087.292726
  nChanged 3508
		SP:Iteration 3Q (187347.880000 sec): 3 clusters
  Score: Raw -20747696.697556 + Penalty 5833.399704 = -20741863.297852
  nChanged 3955
		SP:Iteration 4Q (187348.960000 sec): 3 clusters
  Score: Raw -20748746.409343 + Penalty 5833.399704 = -20742913.009639
  nChanged 4678
		SP:Iteration 5Q (187350.090000 sec): 3 clusters
  Score: Raw -20750323.872920 + Penalty 5833.399704 = -20744490.473216
  nChanged 6186
		SP:Iteration 6Q (187351.280000 sec): 3 clusters
  Score: Raw -20753150.573626 + Penalty 5833.399704 = -20747317.173922
  nChanged 8498
		SP:Iteration 7F (187352.430000 sec): 3 clusters
  Score: Raw -20758415.973263 + Penalty 5833.399704 = -20752582.573560
  nChanged 11141
		SP:Iteration 8F (187353.470000 sec): 3 clusters
  Score: Raw -20767365.285851 + Penalty 5833.399704 = -20761531.886148
  nChanged 11899
		SP:Iteration 9F (187354.560000 sec): 3 clusters
  Score: Raw -20778679.346481 + Penalty 5833.399704 = -20772845.946778
  nChanged 9290
		SP:Iteration 10F (187355.590000 sec): 3 clusters
  Score: Raw -20788005.077511 + Penalty 5833.399704 = -20782171.677807
  nChanged 4669
		SP:Iteration 11Q (187356.700000 sec): 3 clusters
  Score: Raw -20792604.527850 + Penalty 5833.399704 = -20786771.128146
  nChanged 1509
		SP:Iteration 12Q (187357.740000 sec): 3 clusters
  Score: Raw -20794071.215821 + Penalty 5833.399704 = -20788237.816117
  nChanged 333
		SP:Iteration 13Q (187358.710000 sec): 3 clusters
  Score: Raw -20794448.275924 + Penalty 5833.399704 = -20788614.876221
  nChanged 100
		SP:Iteration 14Q (187359.720000 sec): 3 clusters
  Score: Raw -20794600.113997 + Penalty 5833.399704 = -20788766.714293
  nChanged 52
		SP:Iteration 15Q (187360.620000 sec): 3 clusters
  Score: Raw -20794689.594957 + Penalty 5833.399704 = -20788856.195253
  nChanged 30
		SP:Iteration 16Q (187361.610000 sec): 3 clusters
  Score: Raw -20794735.233561 + Penalty 5833.399704 = -20788901.833858
  nChanged 18
		SP:Iteration 17Q (187362.520000 sec): 3 clusters
  Score: Raw -20794766.321105 + Penalty 5833.399704 = -20788932.921402
  nChanged 6
		SP:Iteration 18Q (187363.440000 sec): 3 clusters
  Score: Raw -20794776.322924 + Penalty 5833.399704 = -20788942.923220
  nChanged 5
		SP:Iteration 19Q (187364.390000 sec): 3 clusters
  Score: Raw -20794782.183345 + Penalty 5833.399704 = -20788948.783642
  nChanged 2
		SP:Iteration 20F (187365.400000 sec): 3 clusters
  Score: Raw -20794786.056566 + Penalty 5833.399704 = -20788952.656863
  nChanged 2
		SP:Iteration 21Q (187366.300000 sec): 3 clusters
  Score: Raw -20794789.076224 + Penalty 5833.399704 = -20788955.676520
  nChanged 2
		SP:Iteration 22Q (187367.320000 sec): 3 clusters
  Score: Raw -20794792.093649 + Penalty 5833.399704 = -20788958.693946
  nChanged 2
		SP:Iteration 23Q (187368.320000 sec): 3 clusters
  Score: Raw -20794796.176993 + Penalty 5833.399704 = -20788962.777289
  nChanged 2
		SP:Iteration 24Q (187369.290000 sec): 3 clusters
  Score: Raw -20794797.797130 + Penalty 5833.399704 = -20788964.397427
  nChanged 2
		SP:Iteration 25Q (187370.310000 sec): 3 clusters
  Score: Raw -20794802.113555 + Penalty 5833.399704 = -20788968.713851
  nChanged 4
		SP:Iteration 26Q (187371.280000 sec): 3 clusters
  Score: Raw -20794807.652786 + Penalty 5833.399704 = -20788974.253083
  nChanged 1
		SP:Iteration 27Q (187372.300000 sec): 3 clusters
  Score: Raw -20794808.518836 + Penalty 5833.399704 = -20788975.119132
  nChanged 1
		SP:Iteration 28Q (187373.230000 sec): 3 clusters
  Score: Raw -20794810.032552 + Penalty 5833.399704 = -20788976.632848
  nChanged 2
		SP:Iteration 29Q (187374.330000 sec): 3 clusters
  Score: Raw -20794814.183763 + Penalty 5833.399704 = -20788980.784060
  nChanged 2
		SP:Iteration 30Q (187375.400000 sec): 3 clusters
  Score: Raw -20794818.216167 + Penalty 5833.399704 = -20788984.816464
  nChanged 2
		SP:Iteration 31Q (187376.480000 sec): 3 clusters
  Score: Raw -20794821.429813 + Penalty 5833.399704 = -20788988.030109
  nChanged 0
		SP:Iteration 32F (187377.650000 sec): 3 clusters
  Score: Raw -20794821.429813 + Penalty 5833.399704 = -20788988.030109
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (8260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187377.760000 sec): 2 clusters
  Score: Raw -1170974.617347 + Penalty 2236.756607 = -1168737.860740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187378.010000 sec): 3 clusters
  Score: Raw -1166577.379866 + Penalty 4473.513214 = -1162103.866652
  nChanged 3469
		SP:Iteration 1F (187378.220000 sec): 3 clusters
  Score: Raw -1168585.475108 + Penalty 4473.513214 = -1164111.961894
  nChanged 671
		SP:Iteration 2F (187378.440000 sec): 3 clusters
  Score: Raw -1169123.176053 + Penalty 4473.513214 = -1164649.662839
  nChanged 621
		SP:Iteration 3F (187378.660000 sec): 3 clusters
  Score: Raw -1169693.944047 + Penalty 4473.513214 = -1165220.430833
  nChanged 582
		SP:Iteration 4F (187378.870000 sec): 3 clusters
  Score: Raw -1170259.354233 + Penalty 4473.513214 = -1165785.841020
  nChanged 560
		SP:Iteration 5F (187379.080000 sec): 3 clusters
  Score: Raw -1170804.277959 + Penalty 4473.513214 = -1166330.764746
  nChanged 501
		SP:Iteration 6F (187379.290000 sec): 3 clusters
  Score: Raw -1171321.180494 + Penalty 4473.513214 = -1166847.667280
  nChanged 465
		SP:Iteration 7F (187379.500000 sec): 3 clusters
  Score: Raw -1171757.276811 + Penalty 4473.513214 = -1167283.763597
  nChanged 358
		SP:Iteration 8Q (187379.720000 sec): 3 clusters
  Score: Raw -1172049.715854 + Penalty 4473.513214 = -1167576.202641
  nChanged 287
		SP:Iteration 9Q (187379.940000 sec): 3 clusters
  Score: Raw -1172252.033442 + Penalty 4473.513214 = -1167778.520228
  nChanged 230
		SP:Iteration 10Q (187380.150000 sec): 3 clusters
  Score: Raw -1172390.907918 + Penalty 4473.513214 = -1167917.394704
  nChanged 153
		SP:Iteration 11Q (187380.360000 sec): 3 clusters
  Score: Raw -1172469.688475 + Penalty 4473.513214 = -1167996.175261
  nChanged 121
		SP:Iteration 12Q (187380.580000 sec): 3 clusters
  Score: Raw -1172518.195955 + Penalty 4473.513214 = -1168044.682741
  nChanged 87
		SP:Iteration 13Q (187380.800000 sec): 3 clusters
  Score: Raw -1172543.325485 + Penalty 4473.513214 = -1168069.812271
  nChanged 51
		SP:Iteration 14Q (187381.010000 sec): 3 clusters
  Score: Raw -1172556.561407 + Penalty 4473.513214 = -1168083.048194
  nChanged 37
		SP:Iteration 15Q (187381.210000 sec): 3 clusters
  Score: Raw -1172567.021763 + Penalty 4473.513214 = -1168093.508550
  nChanged 39
		SP:Iteration 16Q (187381.390000 sec): 3 clusters
  Score: Raw -1172576.466699 + Penalty 4473.513214 = -1168102.953486
  nChanged 22
		SP:Iteration 17Q (187381.600000 sec): 3 clusters
  Score: Raw -1172582.474267 + Penalty 4473.513214 = -1168108.961054
  nChanged 13
		SP:Iteration 18Q (187381.820000 sec): 3 clusters
  Score: Raw -1172585.530653 + Penalty 4473.513214 = -1168112.017439
  nChanged 10
		SP:Iteration 19Q (187382.030000 sec): 3 clusters
  Score: Raw -1172586.959521 + Penalty 4473.513214 = -1168113.446307
  nChanged 1
		SP:Iteration 20F (187382.240000 sec): 3 clusters
  Score: Raw -1172587.058388 + Penalty 4473.513214 = -1168113.545175
  nChanged 1
		SP:Iteration 21Q (187382.460000 sec): 3 clusters
  Score: Raw -1172587.344962 + Penalty 4473.513214 = -1168113.831749
  nChanged 1
		SP:Iteration 22Q (187382.680000 sec): 3 clusters
  Score: Raw -1172587.527481 + Penalty 4473.513214 = -1168114.014268
  nChanged 2
		SP:Iteration 23Q (187382.890000 sec): 3 clusters
  Score: Raw -1172587.843076 + Penalty 4473.513214 = -1168114.329862
  nChanged 3
		SP:Iteration 24Q (187383.110000 sec): 3 clusters
  Score: Raw -1172588.369875 + Penalty 4473.513214 = -1168114.856661
  nChanged 3
		SP:Iteration 25Q (187383.320000 sec): 3 clusters
  Score: Raw -1172588.803292 + Penalty 4473.513214 = -1168115.290078
  nChanged 2
		SP:Iteration 26Q (187383.540000 sec): 3 clusters
  Score: Raw -1172589.270029 + Penalty 4473.513214 = -1168115.756815
  nChanged 4
		SP:Iteration 27Q (187383.760000 sec): 3 clusters
  Score: Raw -1172589.836283 + Penalty 4473.513214 = -1168116.323069
  nChanged 4
		SP:Iteration 28Q (187383.970000 sec): 3 clusters
  Score: Raw -1172590.318985 + Penalty 4473.513214 = -1168116.805771
  nChanged 4
		SP:Iteration 29Q (187384.180000 sec): 3 clusters
  Score: Raw -1172591.447859 + Penalty 4473.513214 = -1168117.934645
  nChanged 8
		SP:Iteration 30Q (187384.390000 sec): 3 clusters
  Score: Raw -1172592.985766 + Penalty 4473.513214 = -1168119.472553
  nChanged 5
		SP:Iteration 31Q (187384.610000 sec): 3 clusters
  Score: Raw -1172594.099284 + Penalty 4473.513214 = -1168120.586070
  nChanged 7
		SP:Iteration 32Q (187384.830000 sec): 3 clusters
  Score: Raw -1172595.768940 + Penalty 4473.513214 = -1168122.255726
  nChanged 3
		SP:Iteration 33Q (187385.040000 sec): 3 clusters
  Score: Raw -1172596.530633 + Penalty 4473.513214 = -1168123.017419
  nChanged 1
		SP:Iteration 34Q (187385.250000 sec): 3 clusters
  Score: Raw -1172596.688945 + Penalty 4473.513214 = -1168123.175731
  nChanged 0
		SP:Iteration 35F (187385.470000 sec): 3 clusters
  Score: Raw -1172596.688945 + Penalty 4473.513214 = -1168123.175731
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (11487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187385.650000 sec): 2 clusters
  Score: Raw -1794021.847434 + Penalty 2318.544868 = -1791703.302566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187385.870000 sec): 3 clusters
  Score: Raw -1787677.263600 + Penalty 4637.089735 = -1783040.173865
  nChanged 4925
		SP:Iteration 1F (187386.090000 sec): 3 clusters
  Score: Raw -1790299.510495 + Penalty 4637.089735 = -1785662.420760
  nChanged 716
		SP:Iteration 2F (187386.360000 sec): 3 clusters
  Score: Raw -1790594.484824 + Penalty 4637.089735 = -1785957.395089
  nChanged 534
		SP:Iteration 3Q (187386.580000 sec): 3 clusters
  Score: Raw -1790797.475930 + Penalty 4637.089735 = -1786160.386195
  nChanged 439
		SP:Iteration 4Q (187386.850000 sec): 3 clusters
  Score: Raw -1790957.811421 + Penalty 4637.089735 = -1786320.721686
  nChanged 357
		SP:Iteration 5Q (187387.070000 sec): 3 clusters
  Score: Raw -1791074.351392 + Penalty 4637.089735 = -1786437.261657
  nChanged 314
		SP:Iteration 6Q (187387.330000 sec): 3 clusters
  Score: Raw -1791183.177045 + Penalty 4637.089735 = -1786546.087310
  nChanged 293
		SP:Iteration 7Q (187387.560000 sec): 3 clusters
  Score: Raw -1791293.782687 + Penalty 4637.089735 = -1786656.692952
  nChanged 297
		SP:Iteration 8Q (187387.830000 sec): 3 clusters
  Score: Raw -1791411.123007 + Penalty 4637.089735 = -1786774.033272
  nChanged 317
		SP:Iteration 9Q (187388.050000 sec): 3 clusters
  Score: Raw -1791528.857802 + Penalty 4637.089735 = -1786891.768067
  nChanged 295
		SP:Iteration 10Q (187388.320000 sec): 3 clusters
  Score: Raw -1791641.446473 + Penalty 4637.089735 = -1787004.356738
  nChanged 317
		SP:Iteration 11Q (187388.550000 sec): 3 clusters
  Score: Raw -1791776.884337 + Penalty 4637.089735 = -1787139.794602
  nChanged 348
		SP:Iteration 12Q (187388.810000 sec): 3 clusters
  Score: Raw -1791932.253116 + Penalty 4637.089735 = -1787295.163381
  nChanged 349
		SP:Iteration 13Q (187389.040000 sec): 3 clusters
  Score: Raw -1792087.088307 + Penalty 4637.089735 = -1787449.998572
  nChanged 351
		SP:Iteration 14Q (187389.310000 sec): 3 clusters
  Score: Raw -1792243.693850 + Penalty 4637.089735 = -1787606.604115
  nChanged 329
		SP:Iteration 15Q (187389.530000 sec): 3 clusters
  Score: Raw -1792413.279108 + Penalty 4637.089735 = -1787776.189373
  nChanged 336
		SP:Iteration 16Q (187389.800000 sec): 3 clusters
  Score: Raw -1792602.660547 + Penalty 4637.089735 = -1787965.570812
  nChanged 330
		SP:Iteration 17Q (187390.020000 sec): 3 clusters
  Score: Raw -1792793.688577 + Penalty 4637.089735 = -1788156.598842
  nChanged 300
		SP:Iteration 18Q (187390.290000 sec): 3 clusters
  Score: Raw -1792965.247283 + Penalty 4637.089735 = -1788328.157548
  nChanged 280
		SP:Iteration 19Q (187390.510000 sec): 3 clusters
  Score: Raw -1793125.089760 + Penalty 4637.089735 = -1788488.000025
  nChanged 280
		SP:Iteration 20F (187390.780000 sec): 3 clusters
  Score: Raw -1793286.119573 + Penalty 4637.089735 = -1788649.029838
  nChanged 224
		SP:Iteration 21Q (187391.010000 sec): 3 clusters
  Score: Raw -1793409.920703 + Penalty 4637.089735 = -1788772.830968
  nChanged 212
		SP:Iteration 22Q (187391.280000 sec): 3 clusters
  Score: Raw -1793521.668520 + Penalty 4637.089735 = -1788884.578785
  nChanged 195
		SP:Iteration 23Q (187391.500000 sec): 3 clusters
  Score: Raw -1793633.402161 + Penalty 4637.089735 = -1788996.312426
  nChanged 191
		SP:Iteration 24Q (187391.770000 sec): 3 clusters
  Score: Raw -1793741.401658 + Penalty 4637.089735 = -1789104.311923
  nChanged 160
		SP:Iteration 25Q (187391.990000 sec): 3 clusters
  Score: Raw -1793832.738821 + Penalty 4637.089735 = -1789195.649086
  nChanged 139
		SP:Iteration 26Q (187392.260000 sec): 3 clusters
  Score: Raw -1793915.847937 + Penalty 4637.089735 = -1789278.758202
  nChanged 138
		SP:Iteration 27Q (187392.480000 sec): 3 clusters
  Score: Raw -1793999.164434 + Penalty 4637.089735 = -1789362.074699
  nChanged 113
		SP:Iteration 28Q (187392.750000 sec): 3 clusters
  Score: Raw -1794068.584918 + Penalty 4637.089735 = -1789431.495183
  nChanged 121
		SP:Iteration 29Q (187392.970000 sec): 3 clusters
  Score: Raw -1794142.388608 + Penalty 4637.089735 = -1789505.298873
  nChanged 112
		SP:Iteration 30Q (187393.240000 sec): 3 clusters
  Score: Raw -1794215.191247 + Penalty 4637.089735 = -1789578.101512
  nChanged 94
		SP:Iteration 31Q (187393.500000 sec): 3 clusters
  Score: Raw -1794275.673575 + Penalty 4637.089735 = -1789638.583840
  nChanged 79
		SP:Iteration 32Q (187393.830000 sec): 3 clusters
  Score: Raw -1794324.467872 + Penalty 4637.089735 = -1789687.378137
  nChanged 60
		SP:Iteration 33Q (187394.050000 sec): 3 clusters
  Score: Raw -1794358.294505 + Penalty 4637.089735 = -1789721.204770
  nChanged 60
		SP:Iteration 34Q (187394.240000 sec): 3 clusters
  Score: Raw -1794398.819392 + Penalty 4637.089735 = -1789761.729656
  nChanged 52
		SP:Iteration 35Q (187394.490000 sec): 3 clusters
  Score: Raw -1794430.419760 + Penalty 4637.089735 = -1789793.330025
  nChanged 44
		SP:Iteration 36Q (187394.720000 sec): 3 clusters
  Score: Raw -1794456.705024 + Penalty 4637.089735 = -1789819.615289
  nChanged 36
		SP:Iteration 37Q (187394.930000 sec): 3 clusters
  Score: Raw -1794477.080243 + Penalty 4637.089735 = -1789839.990508
  nChanged 35
		SP:Iteration 38Q (187395.130000 sec): 3 clusters
  Score: Raw -1794497.153359 + Penalty 4637.089735 = -1789860.063624
  nChanged 27
		SP:Iteration 39Q (187395.330000 sec): 3 clusters
  Score: Raw -1794510.711465 + Penalty 4637.089735 = -1789873.621730
  nChanged 18
		SP:Iteration 40F (187395.550000 sec): 3 clusters
  Score: Raw -1794520.436463 + Penalty 4637.089735 = -1789883.346728
  nChanged 18
		SP:Iteration 41Q (187395.710000 sec): 3 clusters
  Score: Raw -1794531.720691 + Penalty 4637.089735 = -1789894.630955
  nChanged 14
		SP:Iteration 42Q (187395.890000 sec): 3 clusters
  Score: Raw -1794541.227411 + Penalty 4637.089735 = -1789904.137676
  nChanged 16
		SP:Iteration 43Q (187396.060000 sec): 3 clusters
  Score: Raw -1794549.651250 + Penalty 4637.089735 = -1789912.561515
  nChanged 9
		SP:Iteration 44Q (187396.240000 sec): 3 clusters
  Score: Raw -1794554.124026 + Penalty 4637.089735 = -1789917.034291
  nChanged 11
		SP:Iteration 45Q (187396.420000 sec): 3 clusters
  Score: Raw -1794559.167319 + Penalty 4637.089735 = -1789922.077584
  nChanged 3
		SP:Iteration 46Q (187396.590000 sec): 3 clusters
  Score: Raw -1794560.167517 + Penalty 4637.089735 = -1789923.077782
  nChanged 2
		SP:Iteration 47Q (187396.770000 sec): 3 clusters
  Score: Raw -1794561.246174 + Penalty 4637.089735 = -1789924.156439
  nChanged 5
		SP:Iteration 48Q (187396.940000 sec): 3 clusters
  Score: Raw -1794563.476896 + Penalty 4637.089735 = -1789926.387161
  nChanged 7
		SP:Iteration 49Q (187397.130000 sec): 3 clusters
  Score: Raw -1794566.076721 + Penalty 4637.089735 = -1789928.986986
  nChanged 6
		SP:Iteration 50Q (187397.310000 sec): 3 clusters
  Score: Raw -1794568.479415 + Penalty 4637.089735 = -1789931.389680
  nChanged 4
		SP:Iteration 51Q (187397.550000 sec): 3 clusters
  Score: Raw -1794570.664617 + Penalty 4637.089735 = -1789933.574882
  nChanged 7
		SP:Iteration 52Q (187397.740000 sec): 3 clusters
  Score: Raw -1794574.308579 + Penalty 4637.089735 = -1789937.218844
  nChanged 6
		SP:Iteration 53Q (187397.950000 sec): 3 clusters
  Score: Raw -1794578.087193 + Penalty 4637.089735 = -1789940.997458
  nChanged 6
		SP:Iteration 54Q (187398.180000 sec): 3 clusters
  Score: Raw -1794580.003154 + Penalty 4637.089735 = -1789942.913419
  nChanged 6
		SP:Iteration 55Q (187398.390000 sec): 3 clusters
  Score: Raw -1794583.877764 + Penalty 4637.089735 = -1789946.788029
  nChanged 2
		SP:Iteration 56Q (187398.690000 sec): 3 clusters
  Score: Raw -1794585.179553 + Penalty 4637.089735 = -1789948.089818
  nChanged 3
		SP:Iteration 57Q (187398.940000 sec): 3 clusters
  Score: Raw -1794586.999174 + Penalty 4637.089735 = -1789949.909439
  nChanged 5
		SP:Iteration 58Q (187399.190000 sec): 3 clusters
  Score: Raw -1794589.826941 + Penalty 4637.089735 = -1789952.737206
  nChanged 4
		SP:Iteration 59Q (187399.450000 sec): 3 clusters
  Score: Raw -1794592.152714 + Penalty 4637.089735 = -1789955.062979
  nChanged 3
		SP:Iteration 60F (187399.700000 sec): 3 clusters
  Score: Raw -1794593.545682 + Penalty 4637.089735 = -1789956.455947
  nChanged 3
		SP:Iteration 61Q (187399.990000 sec): 3 clusters
  Score: Raw -1794594.703744 + Penalty 4637.089735 = -1789957.614009
  nChanged 1
		SP:Iteration 62Q (187400.250000 sec): 3 clusters
  Score: Raw -1794594.966211 + Penalty 4637.089735 = -1789957.876476
  nChanged 1
		SP:Iteration 63Q (187400.500000 sec): 3 clusters
  Score: Raw -1794595.145057 + Penalty 4637.089735 = -1789958.055322
  nChanged 0
		SP:Iteration 64F (187400.680000 sec): 3 clusters
  Score: Raw -1794595.145057 + Penalty 4637.089735 = -1789958.055322
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (10513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187400.870000 sec): 2 clusters
  Score: Raw -1673726.900665 + Penalty 2296.571231 = -1671430.329435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187401.090000 sec): 3 clusters
  Score: Raw -1668056.306937 + Penalty 4593.142461 = -1663463.164476
  nChanged 4371
		SP:Iteration 1F (187401.350000 sec): 3 clusters
  Score: Raw -1670526.761078 + Penalty 4593.142461 = -1665933.618617
  nChanged 718
		SP:Iteration 2F (187401.560000 sec): 3 clusters
  Score: Raw -1670876.731776 + Penalty 4593.142461 = -1666283.589315
  nChanged 568
		SP:Iteration 3F (187401.770000 sec): 3 clusters
  Score: Raw -1671196.577308 + Penalty 4593.142461 = -1666603.434847
  nChanged 520
		SP:Iteration 4Q (187402.050000 sec): 3 clusters
  Score: Raw -1671519.684179 + Penalty 4593.142461 = -1666926.541718
  nChanged 533
		SP:Iteration 5F (187402.390000 sec): 3 clusters
  Score: Raw -1671911.881636 + Penalty 4593.142461 = -1667318.739175
  nChanged 586
		SP:Iteration 6F (187402.670000 sec): 3 clusters
  Score: Raw -1672412.704760 + Penalty 4593.142461 = -1667819.562299
  nChanged 598
		SP:Iteration 7F (187402.910000 sec): 3 clusters
  Score: Raw -1672936.313637 + Penalty 4593.142461 = -1668343.171176
  nChanged 520
		SP:Iteration 8Q (187403.200000 sec): 3 clusters
  Score: Raw -1673378.384063 + Penalty 4593.142461 = -1668785.241601
  nChanged 436
		SP:Iteration 9Q (187403.420000 sec): 3 clusters
  Score: Raw -1673700.640759 + Penalty 4593.142461 = -1669107.498297
  nChanged 320
		SP:Iteration 10Q (187403.660000 sec): 3 clusters
  Score: Raw -1673923.581568 + Penalty 4593.142461 = -1669330.439107
  nChanged 241
		SP:Iteration 11Q (187403.990000 sec): 3 clusters
  Score: Raw -1674076.135209 + Penalty 4593.142461 = -1669482.992747
  nChanged 190
		SP:Iteration 12Q (187404.240000 sec): 3 clusters
  Score: Raw -1674182.384617 + Penalty 4593.142461 = -1669589.242156
  nChanged 139
		SP:Iteration 13Q (187404.470000 sec): 3 clusters
  Score: Raw -1674255.253307 + Penalty 4593.142461 = -1669662.110846
  nChanged 111
		SP:Iteration 14Q (187404.720000 sec): 3 clusters
  Score: Raw -1674312.805586 + Penalty 4593.142461 = -1669719.663125
  nChanged 85
		SP:Iteration 15Q (187404.980000 sec): 3 clusters
  Score: Raw -1674358.133623 + Penalty 4593.142461 = -1669764.991161
  nChanged 67
		SP:Iteration 16Q (187405.190000 sec): 3 clusters
  Score: Raw -1674388.292718 + Penalty 4593.142461 = -1669795.150256
  nChanged 49
		SP:Iteration 17Q (187405.350000 sec): 3 clusters
  Score: Raw -1674407.104444 + Penalty 4593.142461 = -1669813.961983
  nChanged 31
		SP:Iteration 18Q (187405.610000 sec): 3 clusters
  Score: Raw -1674418.781363 + Penalty 4593.142461 = -1669825.638902
  nChanged 27
		SP:Iteration 19Q (187405.790000 sec): 3 clusters
  Score: Raw -1674430.499328 + Penalty 4593.142461 = -1669837.356867
  nChanged 22
		SP:Iteration 20F (187406.050000 sec): 3 clusters
  Score: Raw -1674439.936738 + Penalty 4593.142461 = -1669846.794277
  nChanged 20
		SP:Iteration 21Q (187406.260000 sec): 3 clusters
  Score: Raw -1674447.424070 + Penalty 4593.142461 = -1669854.281609
  nChanged 17
		SP:Iteration 22Q (187406.530000 sec): 3 clusters
  Score: Raw -1674453.674383 + Penalty 4593.142461 = -1669860.531921
  nChanged 11
		SP:Iteration 23Q (187406.690000 sec): 3 clusters
  Score: Raw -1674456.946039 + Penalty 4593.142461 = -1669863.803577
  nChanged 9
		SP:Iteration 24Q (187406.940000 sec): 3 clusters
  Score: Raw -1674460.047827 + Penalty 4593.142461 = -1669866.905365
  nChanged 11
		SP:Iteration 25Q (187407.120000 sec): 3 clusters
  Score: Raw -1674463.742239 + Penalty 4593.142461 = -1669870.599778
  nChanged 10
		SP:Iteration 26Q (187407.290000 sec): 3 clusters
  Score: Raw -1674466.632519 + Penalty 4593.142461 = -1669873.490058
  nChanged 11
		SP:Iteration 27Q (187407.540000 sec): 3 clusters
  Score: Raw -1674470.198521 + Penalty 4593.142461 = -1669877.056059
  nChanged 8
		SP:Iteration 28Q (187407.760000 sec): 3 clusters
  Score: Raw -1674472.972363 + Penalty 4593.142461 = -1669879.829902
  nChanged 2
		SP:Iteration 29Q (187407.990000 sec): 3 clusters
  Score: Raw -1674473.485651 + Penalty 4593.142461 = -1669880.343190
  nChanged 2
		SP:Iteration 30Q (187408.190000 sec): 3 clusters
  Score: Raw -1674473.765772 + Penalty 4593.142461 = -1669880.623311
  nChanged 2
		SP:Iteration 31Q (187408.340000 sec): 3 clusters
  Score: Raw -1674474.544722 + Penalty 4593.142461 = -1669881.402260
  nChanged 1
		SP:Iteration 32Q (187408.530000 sec): 3 clusters
  Score: Raw -1674474.810820 + Penalty 4593.142461 = -1669881.668359
  nChanged 0
		SP:Iteration 33F (187408.740000 sec): 3 clusters
  Score: Raw -1674474.810820 + Penalty 4593.142461 = -1669881.668359
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 21 (8246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187408.910000 sec): 2 clusters
  Score: Raw -1263541.130138 + Penalty 2236.335911 = -1261304.794227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187409.090000 sec): 3 clusters
  Score: Raw -1259222.168014 + Penalty 4472.671823 = -1254749.496191
  nChanged 3338
		SP:Iteration 1F (187409.290000 sec): 3 clusters
  Score: Raw -1261063.577154 + Penalty 4472.671823 = -1256590.905331
  nChanged 608
		SP:Iteration 2F (187409.530000 sec): 3 clusters
  Score: Raw -1261402.288980 + Penalty 4472.671823 = -1256929.617157
  nChanged 448
		SP:Iteration 3F (187409.740000 sec): 3 clusters
  Score: Raw -1261646.957805 + Penalty 4472.671823 = -1257174.285982
  nChanged 392
		SP:Iteration 4Q (187409.950000 sec): 3 clusters
  Score: Raw -1261896.015370 + Penalty 4472.671823 = -1257423.343547
  nChanged 386
		SP:Iteration 5Q (187410.200000 sec): 3 clusters
  Score: Raw -1262151.512680 + Penalty 4472.671823 = -1257678.840858
  nChanged 407
		SP:Iteration 6Q (187410.450000 sec): 3 clusters
  Score: Raw -1262446.983552 + Penalty 4472.671823 = -1257974.311729
  nChanged 415
		SP:Iteration 7F (187410.710000 sec): 3 clusters
  Score: Raw -1262754.477778 + Penalty 4472.671823 = -1258281.805956
  nChanged 426
		SP:Iteration 8F (187410.850000 sec): 3 clusters
  Score: Raw -1263077.897010 + Penalty 4472.671823 = -1258605.225188
  nChanged 408
		SP:Iteration 9Q (187411.090000 sec): 3 clusters
  Score: Raw -1263381.970376 + Penalty 4472.671823 = -1258909.298553
  nChanged 374
		SP:Iteration 10Q (187411.240000 sec): 3 clusters
  Score: Raw -1263650.452704 + Penalty 4472.671823 = -1259177.780881
  nChanged 312
		SP:Iteration 11Q (187411.510000 sec): 3 clusters
  Score: Raw -1263871.138299 + Penalty 4472.671823 = -1259398.466477
  nChanged 261
		SP:Iteration 12Q (187411.740000 sec): 3 clusters
  Score: Raw -1264054.220992 + Penalty 4472.671823 = -1259581.549169
  nChanged 210
		SP:Iteration 13Q (187411.950000 sec): 3 clusters
  Score: Raw -1264201.304842 + Penalty 4472.671823 = -1259728.633020
  nChanged 185
		SP:Iteration 14Q (187412.160000 sec): 3 clusters
  Score: Raw -1264316.112897 + Penalty 4472.671823 = -1259843.441074
  nChanged 131
		SP:Iteration 15Q (187412.390000 sec): 3 clusters
  Score: Raw -1264395.125877 + Penalty 4472.671823 = -1259922.454055
  nChanged 97
		SP:Iteration 16Q (187412.640000 sec): 3 clusters
  Score: Raw -1264453.234684 + Penalty 4472.671823 = -1259980.562862
  nChanged 73
		SP:Iteration 17Q (187412.850000 sec): 3 clusters
  Score: Raw -1264494.897106 + Penalty 4472.671823 = -1260022.225284
  nChanged 53
		SP:Iteration 18Q (187413.050000 sec): 3 clusters
  Score: Raw -1264522.929055 + Penalty 4472.671823 = -1260050.257232
  nChanged 43
		SP:Iteration 19Q (187413.290000 sec): 3 clusters
  Score: Raw -1264547.400028 + Penalty 4472.671823 = -1260074.728206
  nChanged 33
		SP:Iteration 20F (187413.470000 sec): 3 clusters
  Score: Raw -1264564.682241 + Penalty 4472.671823 = -1260092.010418
  nChanged 25
		SP:Iteration 21Q (187413.690000 sec): 3 clusters
  Score: Raw -1264577.240923 + Penalty 4472.671823 = -1260104.569100
  nChanged 17
		SP:Iteration 22Q (187413.890000 sec): 3 clusters
  Score: Raw -1264585.702673 + Penalty 4472.671823 = -1260113.030851
  nChanged 9
		SP:Iteration 23Q (187414.090000 sec): 3 clusters
  Score: Raw -1264589.883020 + Penalty 4472.671823 = -1260117.211198
  nChanged 6
		SP:Iteration 24Q (187414.290000 sec): 3 clusters
  Score: Raw -1264592.431965 + Penalty 4472.671823 = -1260119.760142
  nChanged 2
		SP:Iteration 25Q (187414.490000 sec): 3 clusters
  Score: Raw -1264593.149054 + Penalty 4472.671823 = -1260120.477231
  nChanged 6
		SP:Iteration 26Q (187414.770000 sec): 3 clusters
  Score: Raw -1264596.191105 + Penalty 4472.671823 = -1260123.519282
  nChanged 4
		SP:Iteration 27Q (187414.980000 sec): 3 clusters
  Score: Raw -1264597.678397 + Penalty 4472.671823 = -1260125.006575
  nChanged 3
		SP:Iteration 28Q (187415.130000 sec): 3 clusters
  Score: Raw -1264598.488183 + Penalty 4472.671823 = -1260125.816361
  nChanged 1
		SP:Iteration 29Q (187415.300000 sec): 3 clusters
  Score: Raw -1264598.690811 + Penalty 4472.671823 = -1260126.018989
  nChanged 1
		SP:Iteration 30Q (187415.530000 sec): 3 clusters
  Score: Raw -1264598.889260 + Penalty 4472.671823 = -1260126.217438
  nChanged 0
		SP:Iteration 31F (187415.720000 sec): 3 clusters
  Score: Raw -1264598.889260 + Penalty 4472.671823 = -1260126.217438
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 22 (11761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187415.890000 sec): 2 clusters
  Score: Raw -1787269.215554 + Penalty 2324.390974 = -1784944.824579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187416.190000 sec): 3 clusters
  Score: Raw -1780890.986139 + Penalty 4648.781949 = -1776242.204190
  nChanged 4970
		SP:Iteration 1F (187416.530000 sec): 3 clusters
  Score: Raw -1783594.567186 + Penalty 4648.781949 = -1778945.785237
  nChanged 831
		SP:Iteration 2F (187416.860000 sec): 3 clusters
  Score: Raw -1784118.577637 + Penalty 4648.781949 = -1779469.795688
  nChanged 738
		SP:Iteration 3F (187417.120000 sec): 3 clusters
  Score: Raw -1784659.947046 + Penalty 4648.781949 = -1780011.165097
  nChanged 752
		SP:Iteration 4F (187417.320000 sec): 3 clusters
  Score: Raw -1785253.082669 + Penalty 4648.781949 = -1780604.300721
  nChanged 751
		SP:Iteration 5F (187417.630000 sec): 3 clusters
  Score: Raw -1785869.666738 + Penalty 4648.781949 = -1781220.884789
  nChanged 756
		SP:Iteration 6F (187417.950000 sec): 3 clusters
  Score: Raw -1786498.770971 + Penalty 4648.781949 = -1781849.989022
  nChanged 711
		SP:Iteration 7F (187418.160000 sec): 3 clusters
  Score: Raw -1787084.671201 + Penalty 4648.781949 = -1782435.889252
  nChanged 641
		SP:Iteration 8F (187418.460000 sec): 3 clusters
  Score: Raw -1787564.505289 + Penalty 4648.781949 = -1782915.723340
  nChanged 489
		SP:Iteration 9Q (187418.800000 sec): 3 clusters
  Score: Raw -1787914.351212 + Penalty 4648.781949 = -1783265.569263
  nChanged 361
		SP:Iteration 10Q (187419.010000 sec): 3 clusters
  Score: Raw -1788133.084468 + Penalty 4648.781949 = -1783484.302519
  nChanged 257
		SP:Iteration 11Q (187419.250000 sec): 3 clusters
  Score: Raw -1788264.451044 + Penalty 4648.781949 = -1783615.669095
  nChanged 202
		SP:Iteration 12Q (187419.590000 sec): 3 clusters
  Score: Raw -1788350.356990 + Penalty 4648.781949 = -1783701.575041
  nChanged 147
		SP:Iteration 13Q (187419.820000 sec): 3 clusters
  Score: Raw -1788405.199476 + Penalty 4648.781949 = -1783756.417528
  nChanged 136
		SP:Iteration 14Q (187420.040000 sec): 3 clusters
  Score: Raw -1788448.493025 + Penalty 4648.781949 = -1783799.711076
  nChanged 106
		SP:Iteration 15Q (187420.340000 sec): 3 clusters
  Score: Raw -1788481.499190 + Penalty 4648.781949 = -1783832.717241
  nChanged 94
		SP:Iteration 16Q (187420.500000 sec): 3 clusters
  Score: Raw -1788504.734426 + Penalty 4648.781949 = -1783855.952477
  nChanged 71
		SP:Iteration 17Q (187420.770000 sec): 3 clusters
  Score: Raw -1788520.454804 + Penalty 4648.781949 = -1783871.672855
  nChanged 50
		SP:Iteration 18Q (187420.950000 sec): 3 clusters
  Score: Raw -1788531.952318 + Penalty 4648.781949 = -1783883.170369
  nChanged 45
		SP:Iteration 19Q (187421.100000 sec): 3 clusters
  Score: Raw -1788541.881740 + Penalty 4648.781949 = -1783893.099791
  nChanged 42
		SP:Iteration 20F (187421.270000 sec): 3 clusters
  Score: Raw -1788551.333361 + Penalty 4648.781949 = -1783902.551412
  nChanged 28
		SP:Iteration 21Q (187421.440000 sec): 3 clusters
  Score: Raw -1788556.983212 + Penalty 4648.781949 = -1783908.201263
  nChanged 23
		SP:Iteration 22Q (187421.600000 sec): 3 clusters
  Score: Raw -1788560.704177 + Penalty 4648.781949 = -1783911.922228
  nChanged 12
		SP:Iteration 23Q (187421.760000 sec): 3 clusters
  Score: Raw -1788562.308039 + Penalty 4648.781949 = -1783913.526090
  nChanged 6
		SP:Iteration 24Q (187421.980000 sec): 3 clusters
  Score: Raw -1788563.595972 + Penalty 4648.781949 = -1783914.814023
  nChanged 9
		SP:Iteration 25Q (187422.160000 sec): 3 clusters
  Score: Raw -1788564.948127 + Penalty 4648.781949 = -1783916.166178
  nChanged 10
		SP:Iteration 26Q (187422.420000 sec): 3 clusters
  Score: Raw -1788566.239868 + Penalty 4648.781949 = -1783917.457919
  nChanged 9
		SP:Iteration 27Q (187422.680000 sec): 3 clusters
  Score: Raw -1788567.300692 + Penalty 4648.781949 = -1783918.518743
  nChanged 7
		SP:Iteration 28Q (187422.950000 sec): 3 clusters
  Score: Raw -1788568.409780 + Penalty 4648.781949 = -1783919.627831
  nChanged 8
		SP:Iteration 29Q (187423.190000 sec): 3 clusters
  Score: Raw -1788569.811375 + Penalty 4648.781949 = -1783921.029427
  nChanged 6
		SP:Iteration 30Q (187423.380000 sec): 3 clusters
  Score: Raw -1788570.754498 + Penalty 4648.781949 = -1783921.972549
  nChanged 7
		SP:Iteration 31Q (187423.580000 sec): 3 clusters
  Score: Raw -1788572.017927 + Penalty 4648.781949 = -1783923.235978
  nChanged 5
		SP:Iteration 32Q (187423.900000 sec): 3 clusters
  Score: Raw -1788572.680686 + Penalty 4648.781949 = -1783923.898737
  nChanged 6
		SP:Iteration 33Q (187424.140000 sec): 3 clusters
  Score: Raw -1788573.438843 + Penalty 4648.781949 = -1783924.656894
  nChanged 5
		SP:Iteration 34Q (187424.360000 sec): 3 clusters
  Score: Raw -1788574.586792 + Penalty 4648.781949 = -1783925.804843
  nChanged 6
		SP:Iteration 35Q (187424.610000 sec): 3 clusters
  Score: Raw -1788575.651039 + Penalty 4648.781949 = -1783926.869090
  nChanged 7
		SP:Iteration 36Q (187424.840000 sec): 3 clusters
  Score: Raw -1788577.280829 + Penalty 4648.781949 = -1783928.498880
  nChanged 11
		SP:Iteration 37Q (187425.050000 sec): 3 clusters
  Score: Raw -1788578.926897 + Penalty 4648.781949 = -1783930.144948
  nChanged 8
		SP:Iteration 38Q (187425.230000 sec): 3 clusters
  Score: Raw -1788579.816396 + Penalty 4648.781949 = -1783931.034447
  nChanged 4
		SP:Iteration 39Q (187425.440000 sec): 3 clusters
  Score: Raw -1788580.239249 + Penalty 4648.781949 = -1783931.457300
  nChanged 5
		SP:Iteration 40F (187425.690000 sec): 3 clusters
  Score: Raw -1788580.937717 + Penalty 4648.781949 = -1783932.155768
  nChanged 5
		SP:Iteration 41Q (187425.900000 sec): 3 clusters
  Score: Raw -1788581.523271 + Penalty 4648.781949 = -1783932.741322
  nChanged 3
		SP:Iteration 42Q (187426.080000 sec): 3 clusters
  Score: Raw -1788581.842904 + Penalty 4648.781949 = -1783933.060955
  nChanged 5
		SP:Iteration 43Q (187426.290000 sec): 3 clusters
  Score: Raw -1788582.403544 + Penalty 4648.781949 = -1783933.621595
  nChanged 1
		SP:Iteration 44Q (187426.490000 sec): 3 clusters
  Score: Raw -1788582.588273 + Penalty 4648.781949 = -1783933.806324
  nChanged 2
		SP:Iteration 45Q (187426.760000 sec): 3 clusters
  Score: Raw -1788582.757119 + Penalty 4648.781949 = -1783933.975170
  nChanged 1
		SP:Iteration 46Q (187426.990000 sec): 3 clusters
  Score: Raw -1788582.811421 + Penalty 4648.781949 = -1783934.029472
  nChanged 1
		SP:Iteration 47Q (187427.200000 sec): 3 clusters
  Score: Raw -1788582.916084 + Penalty 4648.781949 = -1783934.134135
  nChanged 2
		SP:Iteration 48Q (187427.440000 sec): 3 clusters
  Score: Raw -1788583.168179 + Penalty 4648.781949 = -1783934.386230
  nChanged 4
		SP:Iteration 49Q (187427.710000 sec): 3 clusters
  Score: Raw -1788583.763631 + Penalty 4648.781949 = -1783934.981682
  nChanged 3
		SP:Iteration 50Q (187427.920000 sec): 3 clusters
  Score: Raw -1788584.005522 + Penalty 4648.781949 = -1783935.223573
  nChanged 2
		SP:Iteration 51Q (187428.160000 sec): 3 clusters
  Score: Raw -1788584.316105 + Penalty 4648.781949 = -1783935.534156
  nChanged 1
		SP:Iteration 52Q (187428.410000 sec): 3 clusters
  Score: Raw -1788584.378801 + Penalty 4648.781949 = -1783935.596852
  nChanged 1
		SP:Iteration 53Q (187428.730000 sec): 3 clusters
  Score: Raw -1788584.493193 + Penalty 4648.781949 = -1783935.711244
  nChanged 1
		SP:Iteration 54Q (187428.980000 sec): 3 clusters
  Score: Raw -1788584.592532 + Penalty 4648.781949 = -1783935.810583
  nChanged 2
		SP:Iteration 55Q (187429.290000 sec): 3 clusters
  Score: Raw -1788584.913111 + Penalty 4648.781949 = -1783936.131162
  nChanged 2
		SP:Iteration 56Q (187429.620000 sec): 3 clusters
  Score: Raw -1788585.018026 + Penalty 4648.781949 = -1783936.236077
  nChanged 0
		SP:Iteration 57F (187430.000000 sec): 3 clusters
  Score: Raw -1788585.018026 + Penalty 4648.781949 = -1783936.236077
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 23 (4648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187430.180000 sec): 2 clusters
  Score: Raw -636195.538542 + Penalty 2094.159690 = -634101.378852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187430.400000 sec): 3 clusters
  Score: Raw -634081.624892 + Penalty 4188.319380 = -629893.305512
  nChanged 1736
		SP:Iteration 1F (187430.580000 sec): 3 clusters
  Score: Raw -635458.995742 + Penalty 4188.319380 = -631270.676362
  nChanged 521
		SP:Iteration 2F (187430.770000 sec): 3 clusters
  Score: Raw -636091.885461 + Penalty 4188.319380 = -631903.566081
  nChanged 386
		SP:Iteration 3F (187430.930000 sec): 3 clusters
  Score: Raw -636544.020888 + Penalty 4188.319380 = -632355.701508
  nChanged 310
		SP:Iteration 4F (187431.150000 sec): 3 clusters
  Score: Raw -636858.345070 + Penalty 4188.319380 = -632670.025690
  nChanged 239
		SP:Iteration 5F (187431.340000 sec): 3 clusters
  Score: Raw -637120.669931 + Penalty 4188.319380 = -632932.350551
  nChanged 205
		SP:Iteration 6Q (187431.510000 sec): 3 clusters
  Score: Raw -637325.323978 + Penalty 4188.319380 = -633137.004598
  nChanged 158
		SP:Iteration 7Q (187431.700000 sec): 3 clusters
  Score: Raw -637471.927098 + Penalty 4188.319380 = -633283.607718
  nChanged 118
		SP:Iteration 8Q (187431.880000 sec): 3 clusters
  Score: Raw -637557.525288 + Penalty 4188.319380 = -633369.205908
  nChanged 94
		SP:Iteration 9Q (187432.030000 sec): 3 clusters
  Score: Raw -637616.508409 + Penalty 4188.319380 = -633428.189029
  nChanged 67
		SP:Iteration 10Q (187432.220000 sec): 3 clusters
  Score: Raw -637652.422654 + Penalty 4188.319380 = -633464.103274
  nChanged 49
		SP:Iteration 11Q (187432.390000 sec): 3 clusters
  Score: Raw -637677.382179 + Penalty 4188.319380 = -633489.062799
  nChanged 36
		SP:Iteration 12Q (187432.530000 sec): 3 clusters
  Score: Raw -637691.819179 + Penalty 4188.319380 = -633503.499799
  nChanged 23
		SP:Iteration 13Q (187432.710000 sec): 3 clusters
  Score: Raw -637701.352960 + Penalty 4188.319380 = -633513.033580
  nChanged 25
		SP:Iteration 14Q (187432.910000 sec): 3 clusters
  Score: Raw -637712.517684 + Penalty 4188.319380 = -633524.198304
  nChanged 22
		SP:Iteration 15Q (187433.080000 sec): 3 clusters
  Score: Raw -637725.507500 + Penalty 4188.319380 = -633537.188120
  nChanged 16
		SP:Iteration 16Q (187433.330000 sec): 3 clusters
  Score: Raw -637732.314352 + Penalty 4188.319380 = -633543.994971
  nChanged 15
		SP:Iteration 17Q (187433.600000 sec): 3 clusters
  Score: Raw -637739.522972 + Penalty 4188.319380 = -633551.203592
  nChanged 15
		SP:Iteration 18Q (187433.750000 sec): 3 clusters
  Score: Raw -637750.289524 + Penalty 4188.319380 = -633561.970144
  nChanged 21
		SP:Iteration 19Q (187433.930000 sec): 3 clusters
  Score: Raw -637760.968727 + Penalty 4188.319380 = -633572.649346
  nChanged 23
		SP:Iteration 20F (187434.170000 sec): 3 clusters
  Score: Raw -637769.866664 + Penalty 4188.319380 = -633581.547284
  nChanged 14
		SP:Iteration 21Q (187434.320000 sec): 3 clusters
  Score: Raw -637776.413852 + Penalty 4188.319380 = -633588.094471
  nChanged 12
		SP:Iteration 22Q (187434.520000 sec): 3 clusters
  Score: Raw -637782.667208 + Penalty 4188.319380 = -633594.347828
  nChanged 12
		SP:Iteration 23Q (187434.730000 sec): 3 clusters
  Score: Raw -637787.283824 + Penalty 4188.319380 = -633598.964444
  nChanged 12
		SP:Iteration 24Q (187434.960000 sec): 3 clusters
  Score: Raw -637791.411181 + Penalty 4188.319380 = -633603.091801
  nChanged 11
		SP:Iteration 25Q (187435.190000 sec): 3 clusters
  Score: Raw -637797.979820 + Penalty 4188.319380 = -633609.660440
  nChanged 10
		SP:Iteration 26Q (187435.330000 sec): 3 clusters
  Score: Raw -637803.340120 + Penalty 4188.319380 = -633615.020740
  nChanged 8
		SP:Iteration 27Q (187435.550000 sec): 3 clusters
  Score: Raw -637807.034384 + Penalty 4188.319380 = -633618.715004
  nChanged 6
		SP:Iteration 28Q (187435.750000 sec): 3 clusters
  Score: Raw -637810.534065 + Penalty 4188.319380 = -633622.214685
  nChanged 9
		SP:Iteration 29Q (187435.950000 sec): 3 clusters
  Score: Raw -637814.595309 + Penalty 4188.319380 = -633626.275929
  nChanged 9
		SP:Iteration 30Q (187436.140000 sec): 3 clusters
  Score: Raw -637818.930503 + Penalty 4188.319380 = -633630.611123
  nChanged 9
		SP:Iteration 31Q (187436.310000 sec): 3 clusters
  Score: Raw -637823.081173 + Penalty 4188.319380 = -633634.761793
  nChanged 9
		SP:Iteration 32Q (187436.470000 sec): 3 clusters
  Score: Raw -637826.029801 + Penalty 4188.319380 = -633637.710421
  nChanged 15
		SP:Iteration 33Q (187436.640000 sec): 3 clusters
  Score: Raw -637833.265342 + Penalty 4188.319380 = -633644.945962
  nChanged 11
		SP:Iteration 34Q (187436.820000 sec): 3 clusters
  Score: Raw -637837.744089 + Penalty 4188.319380 = -633649.424708
  nChanged 10
		SP:Iteration 35Q (187436.950000 sec): 3 clusters
  Score: Raw -637843.608652 + Penalty 4188.319380 = -633655.289272
  nChanged 9
		SP:Iteration 36Q (187437.150000 sec): 3 clusters
  Score: Raw -637847.494715 + Penalty 4188.319380 = -633659.175335
  nChanged 13
		SP:Iteration 37Q (187437.330000 sec): 3 clusters
  Score: Raw -637851.929582 + Penalty 4188.319380 = -633663.610202
  nChanged 9
		SP:Iteration 38Q (187437.550000 sec): 3 clusters
  Score: Raw -637855.002333 + Penalty 4188.319380 = -633666.682953
  nChanged 6
		SP:Iteration 39Q (187437.690000 sec): 3 clusters
  Score: Raw -637858.135243 + Penalty 4188.319380 = -633669.815863
  nChanged 8
		SP:Iteration 40F (187437.960000 sec): 3 clusters
  Score: Raw -637863.120101 + Penalty 4188.319380 = -633674.800721
  nChanged 10
		SP:Iteration 41Q (187438.190000 sec): 3 clusters
  Score: Raw -637867.696266 + Penalty 4188.319380 = -633679.376886
  nChanged 14
		SP:Iteration 42Q (187438.330000 sec): 3 clusters
  Score: Raw -637872.904921 + Penalty 4188.319380 = -633684.585540
  nChanged 10
		SP:Iteration 43Q (187438.500000 sec): 3 clusters
  Score: Raw -637876.771171 + Penalty 4188.319380 = -633688.451791
  nChanged 10
		SP:Iteration 44Q (187438.660000 sec): 3 clusters
  Score: Raw -637880.292287 + Penalty 4188.319380 = -633691.972907
  nChanged 7
		SP:Iteration 45Q (187438.890000 sec): 3 clusters
  Score: Raw -637883.361317 + Penalty 4188.319380 = -633695.041937
  nChanged 5
		SP:Iteration 46Q (187439.090000 sec): 3 clusters
  Score: Raw -637885.157207 + Penalty 4188.319380 = -633696.837827
  nChanged 3
		SP:Iteration 47Q (187439.290000 sec): 3 clusters
  Score: Raw -637885.928075 + Penalty 4188.319380 = -633697.608695
  nChanged 2
		SP:Iteration 48Q (187439.450000 sec): 3 clusters
  Score: Raw -637886.709545 + Penalty 4188.319380 = -633698.390165
  nChanged 5
		SP:Iteration 49Q (187439.630000 sec): 3 clusters
  Score: Raw -637888.926258 + Penalty 4188.319380 = -633700.606878
  nChanged 4
		SP:Iteration 50Q (187439.820000 sec): 3 clusters
  Score: Raw -637894.221375 + Penalty 4188.319380 = -633705.901995
  nChanged 10
		SP:Iteration 51Q (187440.030000 sec): 3 clusters
  Score: Raw -637899.868063 + Penalty 4188.319380 = -633711.548683
  nChanged 12
		SP:Iteration 52Q (187440.200000 sec): 3 clusters
  Score: Raw -637904.089242 + Penalty 4188.319380 = -633715.769862
  nChanged 9
		SP:Iteration 53Q (187440.350000 sec): 3 clusters
  Score: Raw -637907.834847 + Penalty 4188.319380 = -633719.515467
  nChanged 4
		SP:Iteration 54Q (187440.520000 sec): 3 clusters
  Score: Raw -637909.021801 + Penalty 4188.319380 = -633720.702421
  nChanged 3
		SP:Iteration 55Q (187440.690000 sec): 3 clusters
  Score: Raw -637909.686934 + Penalty 4188.319380 = -633721.367554
  nChanged 1
		SP:Iteration 56Q (187440.930000 sec): 3 clusters
  Score: Raw -637909.947098 + Penalty 4188.319380 = -633721.627718
  nChanged 1
		SP:Iteration 57Q (187441.110000 sec): 3 clusters
  Score: Raw -637910.593235 + Penalty 4188.319380 = -633722.273855
  nChanged 2
		SP:Iteration 58Q (187441.310000 sec): 3 clusters
  Score: Raw -637911.104620 + Penalty 4188.319380 = -633722.785240
  nChanged 2
		SP:Iteration 59Q (187441.420000 sec): 3 clusters
  Score: Raw -637911.870114 + Penalty 4188.319380 = -633723.550733
  nChanged 0
		SP:Iteration 60F (187441.650000 sec): 3 clusters
  Score: Raw -637911.870114 + Penalty 4188.319380 = -633723.550733
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 24 (6138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187441.770000 sec): 2 clusters
  Score: Raw -939215.304995 + Penalty 2163.119050 = -937052.185944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187441.980000 sec): 3 clusters
  Score: Raw -936160.397779 + Penalty 4326.238101 = -931834.159679
  nChanged 2425
		SP:Iteration 1F (187442.200000 sec): 3 clusters
  Score: Raw -937621.037750 + Penalty 4326.238101 = -933294.799650
  nChanged 511
		SP:Iteration 2F (187442.440000 sec): 3 clusters
  Score: Raw -938024.979897 + Penalty 4326.238101 = -933698.741797
  nChanged 432
		SP:Iteration 3F (187442.610000 sec): 3 clusters
  Score: Raw -938518.924543 + Penalty 4326.238101 = -934192.686443
  nChanged 425
		SP:Iteration 4F (187442.800000 sec): 3 clusters
  Score: Raw -939201.191805 + Penalty 4326.238101 = -934874.953704
  nChanged 410
		SP:Iteration 5F (187443.110000 sec): 3 clusters
  Score: Raw -939867.286842 + Penalty 4326.238101 = -935541.048742
  nChanged 391
		SP:Iteration 6F (187443.260000 sec): 3 clusters
  Score: Raw -940217.772169 + Penalty 4326.238101 = -935891.534069
  nChanged 302
		SP:Iteration 7Q (187443.530000 sec): 3 clusters
  Score: Raw -940445.045749 + Penalty 4326.238101 = -936118.807649
  nChanged 232
		SP:Iteration 8Q (187443.710000 sec): 3 clusters
  Score: Raw -940596.059849 + Penalty 4326.238101 = -936269.821748
  nChanged 166
		SP:Iteration 9Q (187443.890000 sec): 3 clusters
  Score: Raw -940697.181058 + Penalty 4326.238101 = -936370.942957
  nChanged 152
		SP:Iteration 10Q (187444.020000 sec): 3 clusters
  Score: Raw -940782.337763 + Penalty 4326.238101 = -936456.099662
  nChanged 122
		SP:Iteration 11Q (187444.190000 sec): 3 clusters
  Score: Raw -940854.196713 + Penalty 4326.238101 = -936527.958612
  nChanged 106
		SP:Iteration 12Q (187444.370000 sec): 3 clusters
  Score: Raw -940909.342209 + Penalty 4326.238101 = -936583.104108
  nChanged 84
		SP:Iteration 13Q (187444.590000 sec): 3 clusters
  Score: Raw -940953.726194 + Penalty 4326.238101 = -936627.488094
  nChanged 62
		SP:Iteration 14Q (187444.790000 sec): 3 clusters
  Score: Raw -940991.593776 + Penalty 4326.238101 = -936665.355675
  nChanged 66
		SP:Iteration 15Q (187445.000000 sec): 3 clusters
  Score: Raw -941018.048960 + Penalty 4326.238101 = -936691.810859
  nChanged 46
		SP:Iteration 16Q (187445.210000 sec): 3 clusters
  Score: Raw -941034.415564 + Penalty 4326.238101 = -936708.177463
  nChanged 36
		SP:Iteration 17Q (187445.460000 sec): 3 clusters
  Score: Raw -941046.966012 + Penalty 4326.238101 = -936720.727911
  nChanged 29
		SP:Iteration 18Q (187445.630000 sec): 3 clusters
  Score: Raw -941058.050258 + Penalty 4326.238101 = -936731.812157
  nChanged 26
		SP:Iteration 19Q (187445.820000 sec): 3 clusters
  Score: Raw -941067.471498 + Penalty 4326.238101 = -936741.233398
  nChanged 19
		SP:Iteration 20F (187446.060000 sec): 3 clusters
  Score: Raw -941073.899679 + Penalty 4326.238101 = -936747.661579
  nChanged 16
		SP:Iteration 21Q (187446.310000 sec): 3 clusters
  Score: Raw -941080.496520 + Penalty 4326.238101 = -936754.258419
  nChanged 21
		SP:Iteration 22Q (187446.580000 sec): 3 clusters
  Score: Raw -941088.483407 + Penalty 4326.238101 = -936762.245307
  nChanged 17
		SP:Iteration 23Q (187446.760000 sec): 3 clusters
  Score: Raw -941095.139834 + Penalty 4326.238101 = -936768.901733
  nChanged 19
		SP:Iteration 24Q (187446.980000 sec): 3 clusters
  Score: Raw -941100.649488 + Penalty 4326.238101 = -936774.411387
  nChanged 8
		SP:Iteration 25Q (187447.190000 sec): 3 clusters
  Score: Raw -941102.495289 + Penalty 4326.238101 = -936776.257188
  nChanged 4
		SP:Iteration 26Q (187447.410000 sec): 3 clusters
  Score: Raw -941103.425218 + Penalty 4326.238101 = -936777.187117
  nChanged 3
		SP:Iteration 27Q (187447.590000 sec): 3 clusters
  Score: Raw -941104.339441 + Penalty 4326.238101 = -936778.101340
  nChanged 6
		SP:Iteration 28Q (187447.780000 sec): 3 clusters
  Score: Raw -941105.954304 + Penalty 4326.238101 = -936779.716203
  nChanged 3
		SP:Iteration 29Q (187447.940000 sec): 3 clusters
  Score: Raw -941106.628707 + Penalty 4326.238101 = -936780.390606
  nChanged 4
		SP:Iteration 30Q (187448.120000 sec): 3 clusters
  Score: Raw -941107.769722 + Penalty 4326.238101 = -936781.531621
  nChanged 1
		SP:Iteration 31Q (187448.330000 sec): 3 clusters
  Score: Raw -941107.835393 + Penalty 4326.238101 = -936781.597292
  nChanged 0
		SP:Iteration 32F (187448.530000 sec): 3 clusters
  Score: Raw -941107.835393 + Penalty 4326.238101 = -936781.597292
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 25 (33327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187448.850000 sec): 2 clusters
  Score: Raw -5272668.961482 + Penalty 2582.702543 = -5270086.258938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187449.280000 sec): 3 clusters
  Score: Raw -5252602.860558 + Penalty 5165.405086 = -5247437.455472
  nChanged 15125
		SP:Iteration 1F (187449.660000 sec): 3 clusters
  Score: Raw -5260913.783279 + Penalty 5165.405086 = -5255748.378193
  nChanged 1552
		SP:Iteration 2Q (187450.120000 sec): 3 clusters
  Score: Raw -5261415.738565 + Penalty 5165.405086 = -5256250.333478
  nChanged 1432
		SP:Iteration 3Q (187450.510000 sec): 3 clusters
  Score: Raw -5261904.427339 + Penalty 5165.405086 = -5256739.022253
  nChanged 1387
		SP:Iteration 4Q (187450.910000 sec): 3 clusters
  Score: Raw -5262446.000656 + Penalty 5165.405086 = -5257280.595569
  nChanged 1418
		SP:Iteration 5Q (187451.440000 sec): 3 clusters
  Score: Raw -5263073.243786 + Penalty 5165.405086 = -5257907.838700
  nChanged 1496
		SP:Iteration 6Q (187451.880000 sec): 3 clusters
  Score: Raw -5263798.944019 + Penalty 5165.405086 = -5258633.538932
  nChanged 1536
		SP:Iteration 7Q (187452.410000 sec): 3 clusters
  Score: Raw -5264560.274291 + Penalty 5165.405086 = -5259394.869205
  nChanged 1524
		SP:Iteration 8Q (187452.800000 sec): 3 clusters
  Score: Raw -5265334.854718 + Penalty 5165.405086 = -5260169.449632
  nChanged 1492
		SP:Iteration 9Q (187453.210000 sec): 3 clusters
  Score: Raw -5266119.032138 + Penalty 5165.405086 = -5260953.627052
  nChanged 1485
		SP:Iteration 10Q (187453.680000 sec): 3 clusters
  Score: Raw -5266944.023578 + Penalty 5165.405086 = -5261778.618492
  nChanged 1394
		SP:Iteration 11Q (187454.170000 sec): 3 clusters
  Score: Raw -5267742.619786 + Penalty 5165.405086 = -5262577.214700
  nChanged 1329
		SP:Iteration 12Q (187454.530000 sec): 3 clusters
  Score: Raw -5268499.989786 + Penalty 5165.405086 = -5263334.584700
  nChanged 1214
		SP:Iteration 13Q (187454.930000 sec): 3 clusters
  Score: Raw -5269161.165976 + Penalty 5165.405086 = -5263995.760890
  nChanged 1083
		SP:Iteration 14Q (187455.440000 sec): 3 clusters
  Score: Raw -5269768.162054 + Penalty 5165.405086 = -5264602.756967
  nChanged 933
		SP:Iteration 15Q (187455.910000 sec): 3 clusters
  Score: Raw -5270289.817452 + Penalty 5165.405086 = -5265124.412365
  nChanged 783
		SP:Iteration 16Q (187456.400000 sec): 3 clusters
  Score: Raw -5270728.093930 + Penalty 5165.405086 = -5265562.688844
  nChanged 689
		SP:Iteration 17Q (187456.910000 sec): 3 clusters
  Score: Raw -5271125.702443 + Penalty 5165.405086 = -5265960.297357
  nChanged 577
		SP:Iteration 18Q (187457.320000 sec): 3 clusters
  Score: Raw -5271509.600333 + Penalty 5165.405086 = -5266344.195246
  nChanged 501
		SP:Iteration 19Q (187457.700000 sec): 3 clusters
  Score: Raw -5271877.148804 + Penalty 5165.405086 = -5266711.743718
  nChanged 406
		SP:Iteration 20F (187458.120000 sec): 3 clusters
  Score: Raw -5272237.515597 + Penalty 5165.405086 = -5267072.110510
  nChanged 287
		SP:Iteration 21Q (187458.550000 sec): 3 clusters
  Score: Raw -5272559.145478 + Penalty 5165.405086 = -5267393.740391
  nChanged 199
		SP:Iteration 22Q (187458.990000 sec): 3 clusters
  Score: Raw -5272792.035746 + Penalty 5165.405086 = -5267626.630659
  nChanged 150
		SP:Iteration 23Q (187459.440000 sec): 3 clusters
  Score: Raw -5272945.548785 + Penalty 5165.405086 = -5267780.143698
  nChanged 119
		SP:Iteration 24Q (187459.840000 sec): 3 clusters
  Score: Raw -5273052.716825 + Penalty 5165.405086 = -5267887.311739
  nChanged 97
		SP:Iteration 25Q (187460.240000 sec): 3 clusters
  Score: Raw -5273138.568631 + Penalty 5165.405086 = -5267973.163545
  nChanged 76
		SP:Iteration 26Q (187460.620000 sec): 3 clusters
  Score: Raw -5273195.374741 + Penalty 5165.405086 = -5268029.969655
  nChanged 57
		SP:Iteration 27Q (187460.990000 sec): 3 clusters
  Score: Raw -5273229.517325 + Penalty 5165.405086 = -5268064.112239
  nChanged 50
		SP:Iteration 28Q (187461.340000 sec): 3 clusters
  Score: Raw -5273254.128667 + Penalty 5165.405086 = -5268088.723581
  nChanged 36
		SP:Iteration 29Q (187461.680000 sec): 3 clusters
  Score: Raw -5273269.914402 + Penalty 5165.405086 = -5268104.509316
  nChanged 30
		SP:Iteration 30Q (187462.070000 sec): 3 clusters
  Score: Raw -5273285.005978 + Penalty 5165.405086 = -5268119.600892
  nChanged 28
		SP:Iteration 31Q (187462.450000 sec): 3 clusters
  Score: Raw -5273295.089333 + Penalty 5165.405086 = -5268129.684247
  nChanged 21
		SP:Iteration 32Q (187462.820000 sec): 3 clusters
  Score: Raw -5273302.711413 + Penalty 5165.405086 = -5268137.306326
  nChanged 20
		SP:Iteration 33Q (187463.200000 sec): 3 clusters
  Score: Raw -5273309.062757 + Penalty 5165.405086 = -5268143.657670
  nChanged 10
		SP:Iteration 34Q (187463.570000 sec): 3 clusters
  Score: Raw -5273312.330494 + Penalty 5165.405086 = -5268146.925407
  nChanged 8
		SP:Iteration 35Q (187463.930000 sec): 3 clusters
  Score: Raw -5273314.999500 + Penalty 5165.405086 = -5268149.594414
  nChanged 9
		SP:Iteration 36Q (187464.300000 sec): 3 clusters
  Score: Raw -5273318.269198 + Penalty 5165.405086 = -5268152.864111
  nChanged 7
		SP:Iteration 37Q (187464.730000 sec): 3 clusters
  Score: Raw -5273320.510359 + Penalty 5165.405086 = -5268155.105273
  nChanged 11
		SP:Iteration 38Q (187465.210000 sec): 3 clusters
  Score: Raw -5273325.110831 + Penalty 5165.405086 = -5268159.705744
  nChanged 8
		SP:Iteration 39Q (187465.690000 sec): 3 clusters
  Score: Raw -5273327.975871 + Penalty 5165.405086 = -5268162.570785
  nChanged 8
		SP:Iteration 40F (187466.130000 sec): 3 clusters
  Score: Raw -5273331.111858 + Penalty 5165.405086 = -5268165.706771
  nChanged 7
		SP:Iteration 41Q (187466.490000 sec): 3 clusters
  Score: Raw -5273333.200515 + Penalty 5165.405086 = -5268167.795428
  nChanged 5
		SP:Iteration 42Q (187466.850000 sec): 3 clusters
  Score: Raw -5273334.886838 + Penalty 5165.405086 = -5268169.481751
  nChanged 7
		SP:Iteration 43Q (187467.270000 sec): 3 clusters
  Score: Raw -5273337.030453 + Penalty 5165.405086 = -5268171.625367
  nChanged 7
		SP:Iteration 44Q (187467.630000 sec): 3 clusters
  Score: Raw -5273339.404935 + Penalty 5165.405086 = -5268173.999849
  nChanged 8
		SP:Iteration 45Q (187467.980000 sec): 3 clusters
  Score: Raw -5273341.498711 + Penalty 5165.405086 = -5268176.093624
  nChanged 4
		SP:Iteration 46Q (187468.390000 sec): 3 clusters
  Score: Raw -5273343.476132 + Penalty 5165.405086 = -5268178.071045
  nChanged 6
		SP:Iteration 47Q (187468.790000 sec): 3 clusters
  Score: Raw -5273345.536488 + Penalty 5165.405086 = -5268180.131402
  nChanged 3
		SP:Iteration 48Q (187469.190000 sec): 3 clusters
  Score: Raw -5273346.433600 + Penalty 5165.405086 = -5268181.028513
  nChanged 2
		SP:Iteration 49Q (187469.570000 sec): 3 clusters
  Score: Raw -5273347.078813 + Penalty 5165.405086 = -5268181.673726
  nChanged 2
		SP:Iteration 50Q (187469.970000 sec): 3 clusters
  Score: Raw -5273347.772782 + Penalty 5165.405086 = -5268182.367695
  nChanged 0
		SP:Iteration 51F (187470.330000 sec): 3 clusters
  Score: Raw -5273347.772782 + Penalty 5165.405086 = -5268182.367695
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 26 (31100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187470.670000 sec): 2 clusters
  Score: Raw -5069065.732185 + Penalty 2565.550848 = -5066500.181336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187471.060000 sec): 3 clusters
  Score: Raw -5050437.702242 + Penalty 5131.101697 = -5045306.600546
  nChanged 13990
		SP:Iteration 1F (187471.430000 sec): 3 clusters
  Score: Raw -5057850.810179 + Penalty 5131.101697 = -5052719.708483
  nChanged 1330
		SP:Iteration 2Q (187471.880000 sec): 3 clusters
  Score: Raw -5058197.901446 + Penalty 5131.101697 = -5053066.799749
  nChanged 1069
		SP:Iteration 3Q (187472.300000 sec): 3 clusters
  Score: Raw -5058463.957148 + Penalty 5131.101697 = -5053332.855451
  nChanged 984
		SP:Iteration 4Q (187472.710000 sec): 3 clusters
  Score: Raw -5058706.908774 + Penalty 5131.101697 = -5053575.807078
  nChanged 878
		SP:Iteration 5Q (187473.130000 sec): 3 clusters
  Score: Raw -5058918.618299 + Penalty 5131.101697 = -5053787.516603
  nChanged 826
		SP:Iteration 6Q (187473.580000 sec): 3 clusters
  Score: Raw -5059137.353807 + Penalty 5131.101697 = -5054006.252111
  nChanged 836
		SP:Iteration 7Q (187474.000000 sec): 3 clusters
  Score: Raw -5059393.142155 + Penalty 5131.101697 = -5054262.040459
  nChanged 888
		SP:Iteration 8Q (187474.530000 sec): 3 clusters
  Score: Raw -5059700.533491 + Penalty 5131.101697 = -5054569.431794
  nChanged 993
		SP:Iteration 9Q (187474.940000 sec): 3 clusters
  Score: Raw -5060092.664246 + Penalty 5131.101697 = -5054961.562549
  nChanged 1114
		SP:Iteration 10Q (187475.390000 sec): 3 clusters
  Score: Raw -5060590.984063 + Penalty 5131.101697 = -5055459.882366
  nChanged 1238
		SP:Iteration 11Q (187475.750000 sec): 3 clusters
  Score: Raw -5061220.061881 + Penalty 5131.101697 = -5056088.960185
  nChanged 1514
		SP:Iteration 12Q (187476.210000 sec): 3 clusters
  Score: Raw -5062138.286693 + Penalty 5131.101697 = -5057007.184996
  nChanged 1803
		SP:Iteration 13F (187476.650000 sec): 3 clusters
  Score: Raw -5063468.568798 + Penalty 5131.101697 = -5058337.467101
  nChanged 1946
		SP:Iteration 14F (187477.000000 sec): 3 clusters
  Score: Raw -5065020.316742 + Penalty 5131.101697 = -5059889.215045
  nChanged 1742
		SP:Iteration 15F (187477.430000 sec): 3 clusters
  Score: Raw -5066477.949757 + Penalty 5131.101697 = -5061346.848060
  nChanged 1346
		SP:Iteration 16Q (187477.860000 sec): 3 clusters
  Score: Raw -5067623.731894 + Penalty 5131.101697 = -5062492.630198
  nChanged 885
		SP:Iteration 17Q (187478.250000 sec): 3 clusters
  Score: Raw -5068379.010203 + Penalty 5131.101697 = -5063247.908507
  nChanged 491
		SP:Iteration 18Q (187478.690000 sec): 3 clusters
  Score: Raw -5068797.307447 + Penalty 5131.101697 = -5063666.205751
  nChanged 281
		SP:Iteration 19Q (187479.070000 sec): 3 clusters
  Score: Raw -5069025.741667 + Penalty 5131.101697 = -5063894.639970
  nChanged 163
		SP:Iteration 20F (187479.460000 sec): 3 clusters
  Score: Raw -5069170.852141 + Penalty 5131.101697 = -5064039.750444
  nChanged 103
		SP:Iteration 21Q (187479.870000 sec): 3 clusters
  Score: Raw -5069256.336208 + Penalty 5131.101697 = -5064125.234512
  nChanged 66
		SP:Iteration 22Q (187480.260000 sec): 3 clusters
  Score: Raw -5069314.446313 + Penalty 5131.101697 = -5064183.344616
  nChanged 43
		SP:Iteration 23Q (187480.590000 sec): 3 clusters
  Score: Raw -5069348.259663 + Penalty 5131.101697 = -5064217.157967
  nChanged 32
		SP:Iteration 24Q (187480.960000 sec): 3 clusters
  Score: Raw -5069375.409962 + Penalty 5131.101697 = -5064244.308266
  nChanged 23
		SP:Iteration 25Q (187481.320000 sec): 3 clusters
  Score: Raw -5069398.007932 + Penalty 5131.101697 = -5064266.906235
  nChanged 13
		SP:Iteration 26Q (187481.690000 sec): 3 clusters
  Score: Raw -5069411.469330 + Penalty 5131.101697 = -5064280.367634
  nChanged 10
		SP:Iteration 27Q (187482.040000 sec): 3 clusters
  Score: Raw -5069418.572099 + Penalty 5131.101697 = -5064287.470403
  nChanged 4
		SP:Iteration 28Q (187482.420000 sec): 3 clusters
  Score: Raw -5069420.625483 + Penalty 5131.101697 = -5064289.523786
  nChanged 3
		SP:Iteration 29Q (187482.730000 sec): 3 clusters
  Score: Raw -5069422.210369 + Penalty 5131.101697 = -5064291.108673
  nChanged 3
		SP:Iteration 30Q (187483.110000 sec): 3 clusters
  Score: Raw -5069424.739111 + Penalty 5131.101697 = -5064293.637414
  nChanged 2
		SP:Iteration 31Q (187483.480000 sec): 3 clusters
  Score: Raw -5069426.253191 + Penalty 5131.101697 = -5064295.151494
  nChanged 1
		SP:Iteration 32Q (187483.810000 sec): 3 clusters
  Score: Raw -5069427.645013 + Penalty 5131.101697 = -5064296.543317
  nChanged 2
		SP:Iteration 33Q (187484.210000 sec): 3 clusters
  Score: Raw -5069428.877861 + Penalty 5131.101697 = -5064297.776164
  nChanged 3
		SP:Iteration 34Q (187484.570000 sec): 3 clusters
  Score: Raw -5069431.546690 + Penalty 5131.101697 = -5064300.444993
  nChanged 1
		SP:Iteration 35Q (187485.000000 sec): 3 clusters
  Score: Raw -5069432.761202 + Penalty 5131.101697 = -5064301.659505
  nChanged 1
		SP:Iteration 36Q (187485.420000 sec): 3 clusters
  Score: Raw -5069433.716786 + Penalty 5131.101697 = -5064302.615089
  nChanged 0
		SP:Iteration 37F (187485.870000 sec): 3 clusters
  Score: Raw -5069433.716786 + Penalty 5131.101697 = -5064302.615089
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 27 (5802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187486.060000 sec): 2 clusters
  Score: Raw -925864.236525 + Penalty 2149.157575 = -923715.078950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187486.310000 sec): 3 clusters
  Score: Raw -923057.034145 + Penalty 4298.315150 = -918758.718994
  nChanged 2209
		SP:Iteration 1F (187486.600000 sec): 3 clusters
  Score: Raw -924222.585131 + Penalty 4298.315150 = -919924.269981
  nChanged 446
		SP:Iteration 2F (187486.800000 sec): 3 clusters
  Score: Raw -924496.688728 + Penalty 4298.315150 = -920198.373578
  nChanged 330
		SP:Iteration 3F (187487.020000 sec): 3 clusters
  Score: Raw -924676.264195 + Penalty 4298.315150 = -920377.949045
  nChanged 265
		SP:Iteration 4Q (187487.320000 sec): 3 clusters
  Score: Raw -924803.507524 + Penalty 4298.315150 = -920505.192373
  nChanged 199
		SP:Iteration 5Q (187487.550000 sec): 3 clusters
  Score: Raw -924898.204291 + Penalty 4298.315150 = -920599.889141
  nChanged 165
		SP:Iteration 6Q (187487.790000 sec): 3 clusters
  Score: Raw -924980.726762 + Penalty 4298.315150 = -920682.411612
  nChanged 178
		SP:Iteration 7Q (187487.950000 sec): 3 clusters
  Score: Raw -925072.266898 + Penalty 4298.315150 = -920773.951747
  nChanged 158
		SP:Iteration 8Q (187488.160000 sec): 3 clusters
  Score: Raw -925151.386841 + Penalty 4298.315150 = -920853.071690
  nChanged 152
		SP:Iteration 9Q (187488.350000 sec): 3 clusters
  Score: Raw -925226.183369 + Penalty 4298.315150 = -920927.868219
  nChanged 136
		SP:Iteration 10Q (187488.580000 sec): 3 clusters
  Score: Raw -925292.774736 + Penalty 4298.315150 = -920994.459585
  nChanged 131
		SP:Iteration 11Q (187488.840000 sec): 3 clusters
  Score: Raw -925356.892450 + Penalty 4298.315150 = -921058.577300
  nChanged 112
		SP:Iteration 12Q (187489.100000 sec): 3 clusters
  Score: Raw -925402.163464 + Penalty 4298.315150 = -921103.848314
  nChanged 106
		SP:Iteration 13Q (187489.350000 sec): 3 clusters
  Score: Raw -925451.179995 + Penalty 4298.315150 = -921152.864844
  nChanged 93
		SP:Iteration 14Q (187489.570000 sec): 3 clusters
  Score: Raw -925490.913224 + Penalty 4298.315150 = -921192.598074
  nChanged 87
		SP:Iteration 15Q (187489.770000 sec): 3 clusters
  Score: Raw -925531.024466 + Penalty 4298.315150 = -921232.709315
  nChanged 84
		SP:Iteration 16Q (187489.960000 sec): 3 clusters
  Score: Raw -925569.504795 + Penalty 4298.315150 = -921271.189645
  nChanged 68
		SP:Iteration 17Q (187490.120000 sec): 3 clusters
  Score: Raw -925600.091245 + Penalty 4298.315150 = -921301.776095
  nChanged 57
		SP:Iteration 18Q (187490.330000 sec): 3 clusters
  Score: Raw -925626.540270 + Penalty 4298.315150 = -921328.225120
  nChanged 66
		SP:Iteration 19Q (187490.510000 sec): 3 clusters
  Score: Raw -925651.263509 + Penalty 4298.315150 = -921352.948358
  nChanged 61
		SP:Iteration 20F (187490.750000 sec): 3 clusters
  Score: Raw -925673.253653 + Penalty 4298.315150 = -921374.938502
  nChanged 44
		SP:Iteration 21Q (187490.880000 sec): 3 clusters
  Score: Raw -925690.075488 + Penalty 4298.315150 = -921391.760338
  nChanged 42
		SP:Iteration 22Q (187491.060000 sec): 3 clusters
  Score: Raw -925705.325803 + Penalty 4298.315150 = -921407.010652
  nChanged 44
		SP:Iteration 23Q (187491.270000 sec): 3 clusters
  Score: Raw -925721.515285 + Penalty 4298.315150 = -921423.200135
  nChanged 39
		SP:Iteration 24Q (187491.410000 sec): 3 clusters
  Score: Raw -925734.100953 + Penalty 4298.315150 = -921435.785803
  nChanged 31
		SP:Iteration 25Q (187491.620000 sec): 3 clusters
  Score: Raw -925743.554238 + Penalty 4298.315150 = -921445.239088
  nChanged 21
		SP:Iteration 26Q (187491.810000 sec): 3 clusters
  Score: Raw -925749.056302 + Penalty 4298.315150 = -921450.741151
  nChanged 8
		SP:Iteration 27Q (187491.960000 sec): 3 clusters
  Score: Raw -925751.576514 + Penalty 4298.315150 = -921453.261364
  nChanged 11
		SP:Iteration 28Q (187492.180000 sec): 3 clusters
  Score: Raw -925753.802409 + Penalty 4298.315150 = -921455.487258
  nChanged 3
		SP:Iteration 29Q (187492.370000 sec): 3 clusters
  Score: Raw -925754.587971 + Penalty 4298.315150 = -921456.272821
  nChanged 3
		SP:Iteration 30Q (187492.650000 sec): 3 clusters
  Score: Raw -925755.580379 + Penalty 4298.315150 = -921457.265228
  nChanged 3
		SP:Iteration 31Q (187492.870000 sec): 3 clusters
  Score: Raw -925756.168064 + Penalty 4298.315150 = -921457.852914
  nChanged 3
		SP:Iteration 32Q (187493.050000 sec): 3 clusters
  Score: Raw -925757.222216 + Penalty 4298.315150 = -921458.907066
  nChanged 1
		SP:Iteration 33Q (187493.270000 sec): 3 clusters
  Score: Raw -925757.315322 + Penalty 4298.315150 = -921459.000171
  nChanged 1
		SP:Iteration 34Q (187493.550000 sec): 3 clusters
  Score: Raw -925757.449955 + Penalty 4298.315150 = -921459.134805
  nChanged 1
		SP:Iteration 35Q (187493.770000 sec): 3 clusters
  Score: Raw -925757.687991 + Penalty 4298.315150 = -921459.372840
  nChanged 0
		SP:Iteration 36F (187493.960000 sec): 3 clusters
  Score: Raw -925757.687991 + Penalty 4298.315150 = -921459.372840
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 28 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187494.090000 sec): 2 clusters
  Score: Raw -384993.013106 + Penalty 1948.078937 = -383044.934168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187494.250000 sec): 3 clusters
  Score: Raw -383919.550111 + Penalty 3896.157875 = -380023.392236
  nChanged 879
		SP:Iteration 1F (187494.400000 sec): 3 clusters
  Score: Raw -384497.361092 + Penalty 3896.157875 = -380601.203217
  nChanged 170
		SP:Iteration 2F (187494.530000 sec): 3 clusters
  Score: Raw -384631.110470 + Penalty 3896.157875 = -380734.952595
  nChanged 116
		SP:Iteration 3Q (187494.690000 sec): 3 clusters
  Score: Raw -384731.178598 + Penalty 3896.157875 = -380835.020723
  nChanged 93
		SP:Iteration 4Q (187494.810000 sec): 3 clusters
  Score: Raw -384798.284991 + Penalty 3896.157875 = -380902.127116
  nChanged 64
		SP:Iteration 5Q (187494.960000 sec): 3 clusters
  Score: Raw -384838.254079 + Penalty 3896.157875 = -380942.096204
  nChanged 50
		SP:Iteration 6Q (187495.150000 sec): 3 clusters
  Score: Raw -384871.543487 + Penalty 3896.157875 = -380975.385612
  nChanged 47
		SP:Iteration 7Q (187495.290000 sec): 3 clusters
  Score: Raw -384897.845576 + Penalty 3896.157875 = -381001.687701
  nChanged 41
		SP:Iteration 8Q (187495.440000 sec): 3 clusters
  Score: Raw -384920.001997 + Penalty 3896.157875 = -381023.844123
  nChanged 25
		SP:Iteration 9Q (187495.590000 sec): 3 clusters
  Score: Raw -384935.744587 + Penalty 3896.157875 = -381039.586713
  nChanged 24
		SP:Iteration 10Q (187495.730000 sec): 3 clusters
  Score: Raw -384948.017520 + Penalty 3896.157875 = -381051.859645
  nChanged 16
		SP:Iteration 11Q (187495.870000 sec): 3 clusters
  Score: Raw -384957.521467 + Penalty 3896.157875 = -381061.363592
  nChanged 14
		SP:Iteration 12Q (187496.020000 sec): 3 clusters
  Score: Raw -384964.036141 + Penalty 3896.157875 = -381067.878266
  nChanged 7
		SP:Iteration 13Q (187496.160000 sec): 3 clusters
  Score: Raw -384968.788245 + Penalty 3896.157875 = -381072.630370
  nChanged 8
		SP:Iteration 14Q (187496.310000 sec): 3 clusters
  Score: Raw -384974.144304 + Penalty 3896.157875 = -381077.986429
  nChanged 6
		SP:Iteration 15Q (187496.450000 sec): 3 clusters
  Score: Raw -384976.343309 + Penalty 3896.157875 = -381080.185434
  nChanged 3
		SP:Iteration 16Q (187496.590000 sec): 3 clusters
  Score: Raw -384977.023582 + Penalty 3896.157875 = -381080.865707
  nChanged 1
		SP:Iteration 17Q (187496.740000 sec): 3 clusters
  Score: Raw -384977.444320 + Penalty 3896.157875 = -381081.286445
  nChanged 2
		SP:Iteration 18Q (187496.880000 sec): 3 clusters
  Score: Raw -384978.777400 + Penalty 3896.157875 = -381082.619525
  nChanged 4
		SP:Iteration 19Q (187497.030000 sec): 3 clusters
  Score: Raw -384981.053174 + Penalty 3896.157875 = -381084.895299
  nChanged 5
		SP:Iteration 20F (187497.170000 sec): 3 clusters
  Score: Raw -384983.057806 + Penalty 3896.157875 = -381086.899932
  nChanged 3
		SP:Iteration 21Q (187497.310000 sec): 3 clusters
  Score: Raw -384984.250314 + Penalty 3896.157875 = -381088.092439
  nChanged 3
		SP:Iteration 22Q (187497.460000 sec): 3 clusters
  Score: Raw -384985.715092 + Penalty 3896.157875 = -381089.557217
  nChanged 5
		SP:Iteration 23Q (187497.600000 sec): 3 clusters
  Score: Raw -384987.725210 + Penalty 3896.157875 = -381091.567335
  nChanged 6
		SP:Iteration 24Q (187497.750000 sec): 3 clusters
  Score: Raw -384989.794154 + Penalty 3896.157875 = -381093.636279
  nChanged 3
		SP:Iteration 25Q (187497.890000 sec): 3 clusters
  Score: Raw -384990.883477 + Penalty 3896.157875 = -381094.725602
  nChanged 1
		SP:Iteration 26Q (187498.060000 sec): 3 clusters
  Score: Raw -384991.056417 + Penalty 3896.157875 = -381094.898543
  nChanged 0
		SP:Iteration 27F (187498.170000 sec): 3 clusters
  Score: Raw -384991.056417 + Penalty 3896.157875 = -381094.898543
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 29 (12872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187498.340000 sec): 2 clusters
  Score: Raw -1899710.367026 + Penalty 2346.776803 = -1897363.590223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187498.610000 sec): 3 clusters
  Score: Raw -1892648.670293 + Penalty 4693.553606 = -1887955.116688
  nChanged 5508
		SP:Iteration 1F (187498.810000 sec): 3 clusters
  Score: Raw -1896034.771717 + Penalty 4693.553606 = -1891341.218111
  nChanged 940
		SP:Iteration 2F (187499.110000 sec): 3 clusters
  Score: Raw -1896608.948637 + Penalty 4693.553606 = -1891915.395031
  nChanged 784
		SP:Iteration 3F (187499.370000 sec): 3 clusters
  Score: Raw -1897067.905419 + Penalty 4693.553606 = -1892374.351813
  nChanged 668
		SP:Iteration 4F (187499.660000 sec): 3 clusters
  Score: Raw -1897428.477839 + Penalty 4693.553606 = -1892734.924234
  nChanged 589
		SP:Iteration 5Q (187499.970000 sec): 3 clusters
  Score: Raw -1897733.275063 + Penalty 4693.553606 = -1893039.721458
  nChanged 561
		SP:Iteration 6Q (187500.230000 sec): 3 clusters
  Score: Raw -1898024.294072 + Penalty 4693.553606 = -1893330.740466
  nChanged 486
		SP:Iteration 7Q (187500.540000 sec): 3 clusters
  Score: Raw -1898246.568540 + Penalty 4693.553606 = -1893553.014934
  nChanged 414
		SP:Iteration 8Q (187500.780000 sec): 3 clusters
  Score: Raw -1898427.388069 + Penalty 4693.553606 = -1893733.834463
  nChanged 368
		SP:Iteration 9Q (187501.050000 sec): 3 clusters
  Score: Raw -1898593.809737 + Penalty 4693.553606 = -1893900.256132
  nChanged 336
		SP:Iteration 10Q (187501.280000 sec): 3 clusters
  Score: Raw -1898725.093145 + Penalty 4693.553606 = -1894031.539539
  nChanged 285
		SP:Iteration 11Q (187501.570000 sec): 3 clusters
  Score: Raw -1898848.158016 + Penalty 4693.553606 = -1894154.604411
  nChanged 303
		SP:Iteration 12Q (187501.900000 sec): 3 clusters
  Score: Raw -1898982.631802 + Penalty 4693.553606 = -1894289.078196
  nChanged 294
		SP:Iteration 13Q (187502.220000 sec): 3 clusters
  Score: Raw -1899117.379772 + Penalty 4693.553606 = -1894423.826166
  nChanged 280
		SP:Iteration 14Q (187502.500000 sec): 3 clusters
  Score: Raw -1899253.907200 + Penalty 4693.553606 = -1894560.353595
  nChanged 270
		SP:Iteration 15Q (187502.830000 sec): 3 clusters
  Score: Raw -1899387.470774 + Penalty 4693.553606 = -1894693.917168
  nChanged 263
		SP:Iteration 16Q (187503.080000 sec): 3 clusters
  Score: Raw -1899522.885639 + Penalty 4693.553606 = -1894829.332034
  nChanged 253
		SP:Iteration 17Q (187503.390000 sec): 3 clusters
  Score: Raw -1899664.941756 + Penalty 4693.553606 = -1894971.388150
  nChanged 262
		SP:Iteration 18Q (187503.720000 sec): 3 clusters
  Score: Raw -1899824.073068 + Penalty 4693.553606 = -1895130.519463
  nChanged 266
		SP:Iteration 19Q (187504.080000 sec): 3 clusters
  Score: Raw -1899972.898310 + Penalty 4693.553606 = -1895279.344704
  nChanged 262
		SP:Iteration 20F (187504.460000 sec): 3 clusters
  Score: Raw -1900126.792125 + Penalty 4693.553606 = -1895433.238520
  nChanged 240
		SP:Iteration 21Q (187504.750000 sec): 3 clusters
  Score: Raw -1900283.279706 + Penalty 4693.553606 = -1895589.726100
  nChanged 256
		SP:Iteration 22Q (187505.080000 sec): 3 clusters
  Score: Raw -1900451.462708 + Penalty 4693.553606 = -1895757.909103
  nChanged 257
		SP:Iteration 23Q (187505.330000 sec): 3 clusters
  Score: Raw -1900608.148684 + Penalty 4693.553606 = -1895914.595078
  nChanged 223
		SP:Iteration 24Q (187505.660000 sec): 3 clusters
  Score: Raw -1900752.818028 + Penalty 4693.553606 = -1896059.264422
  nChanged 215
		SP:Iteration 25Q (187505.900000 sec): 3 clusters
  Score: Raw -1900910.821820 + Penalty 4693.553606 = -1896217.268214
  nChanged 194
		SP:Iteration 26Q (187506.160000 sec): 3 clusters
  Score: Raw -1901034.481227 + Penalty 4693.553606 = -1896340.927621
  nChanged 166
		SP:Iteration 27Q (187506.410000 sec): 3 clusters
  Score: Raw -1901114.133342 + Penalty 4693.553606 = -1896420.579737
  nChanged 111
		SP:Iteration 28Q (187506.650000 sec): 3 clusters
  Score: Raw -1901149.954522 + Penalty 4693.553606 = -1896456.400916
  nChanged 70
		SP:Iteration 29Q (187506.950000 sec): 3 clusters
  Score: Raw -1901166.259950 + Penalty 4693.553606 = -1896472.706344
  nChanged 45
		SP:Iteration 30Q (187507.210000 sec): 3 clusters
  Score: Raw -1901175.275046 + Penalty 4693.553606 = -1896481.721440
  nChanged 30
		SP:Iteration 31Q (187507.440000 sec): 3 clusters
  Score: Raw -1901180.075967 + Penalty 4693.553606 = -1896486.522361
  nChanged 11
		SP:Iteration 32Q (187507.650000 sec): 3 clusters
  Score: Raw -1901181.526119 + Penalty 4693.553606 = -1896487.972513
  nChanged 4
		SP:Iteration 33Q (187507.890000 sec): 3 clusters
  Score: Raw -1901182.236951 + Penalty 4693.553606 = -1896488.683345
  nChanged 3
		SP:Iteration 34Q (187508.090000 sec): 3 clusters
  Score: Raw -1901182.617129 + Penalty 4693.553606 = -1896489.063524
  nChanged 3
		SP:Iteration 35Q (187508.400000 sec): 3 clusters
  Score: Raw -1901182.931020 + Penalty 4693.553606 = -1896489.377415
  nChanged 0
		SP:Iteration 36F (187508.650000 sec): 3 clusters
  Score: Raw -1901182.931020 + Penalty 4693.553606 = -1896489.377415
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 30 (4534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187508.870000 sec): 2 clusters
  Score: Raw -701573.063147 + Penalty 2088.001238 = -699485.061909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187509.030000 sec): 3 clusters
  Score: Raw -699412.783507 + Penalty 4176.002476 = -695236.781031
  nChanged 1695
		SP:Iteration 1F (187509.260000 sec): 3 clusters
  Score: Raw -700516.876601 + Penalty 4176.002476 = -696340.874125
  nChanged 407
		SP:Iteration 2F (187509.430000 sec): 3 clusters
  Score: Raw -700809.197470 + Penalty 4176.002476 = -696633.194994
  nChanged 271
		SP:Iteration 3F (187509.610000 sec): 3 clusters
  Score: Raw -700998.614804 + Penalty 4176.002476 = -696822.612328
  nChanged 190
		SP:Iteration 4Q (187509.830000 sec): 3 clusters
  Score: Raw -701116.948016 + Penalty 4176.002476 = -696940.945539
  nChanged 152
		SP:Iteration 5Q (187510.010000 sec): 3 clusters
  Score: Raw -701212.251056 + Penalty 4176.002476 = -697036.248580
  nChanged 139
		SP:Iteration 6Q (187510.270000 sec): 3 clusters
  Score: Raw -701294.568323 + Penalty 4176.002476 = -697118.565847
  nChanged 119
		SP:Iteration 7Q (187510.520000 sec): 3 clusters
  Score: Raw -701368.732527 + Penalty 4176.002476 = -697192.730051
  nChanged 109
		SP:Iteration 8Q (187510.740000 sec): 3 clusters
  Score: Raw -701437.104741 + Penalty 4176.002476 = -697261.102265
  nChanged 100
		SP:Iteration 9Q (187510.950000 sec): 3 clusters
  Score: Raw -701497.559796 + Penalty 4176.002476 = -697321.557319
  nChanged 96
		SP:Iteration 10Q (187511.160000 sec): 3 clusters
  Score: Raw -701547.786673 + Penalty 4176.002476 = -697371.784197
  nChanged 77
		SP:Iteration 11Q (187511.350000 sec): 3 clusters
  Score: Raw -701592.547558 + Penalty 4176.002476 = -697416.545082
  nChanged 75
		SP:Iteration 12Q (187511.570000 sec): 3 clusters
  Score: Raw -701649.270342 + Penalty 4176.002476 = -697473.267866
  nChanged 96
		SP:Iteration 13Q (187511.790000 sec): 3 clusters
  Score: Raw -701703.510192 + Penalty 4176.002476 = -697527.507716
  nChanged 65
		SP:Iteration 14Q (187512.030000 sec): 3 clusters
  Score: Raw -701737.417980 + Penalty 4176.002476 = -697561.415504
  nChanged 78
		SP:Iteration 15Q (187512.290000 sec): 3 clusters
  Score: Raw -701777.786821 + Penalty 4176.002476 = -697601.784345
  nChanged 64
		SP:Iteration 16Q (187512.520000 sec): 3 clusters
  Score: Raw -701808.718072 + Penalty 4176.002476 = -697632.715596
  nChanged 46
		SP:Iteration 17Q (187512.760000 sec): 3 clusters
  Score: Raw -701829.009294 + Penalty 4176.002476 = -697653.006817
  nChanged 30
		SP:Iteration 18Q (187512.920000 sec): 3 clusters
  Score: Raw -701841.333849 + Penalty 4176.002476 = -697665.331373
  nChanged 32
		SP:Iteration 19Q (187513.090000 sec): 3 clusters
  Score: Raw -701852.832046 + Penalty 4176.002476 = -697676.829570
  nChanged 23
		SP:Iteration 20F (187513.290000 sec): 3 clusters
  Score: Raw -701860.797585 + Penalty 4176.002476 = -697684.795109
  nChanged 23
		SP:Iteration 21Q (187513.550000 sec): 3 clusters
  Score: Raw -701868.708839 + Penalty 4176.002476 = -697692.706363
  nChanged 22
		SP:Iteration 22Q (187513.770000 sec): 3 clusters
  Score: Raw -701878.018896 + Penalty 4176.002476 = -697702.016419
  nChanged 18
		SP:Iteration 23Q (187514.000000 sec): 3 clusters
  Score: Raw -701885.711818 + Penalty 4176.002476 = -697709.709342
  nChanged 13
		SP:Iteration 24Q (187514.230000 sec): 3 clusters
  Score: Raw -701889.982141 + Penalty 4176.002476 = -697713.979664
  nChanged 16
		SP:Iteration 25Q (187514.450000 sec): 3 clusters
  Score: Raw -701896.620121 + Penalty 4176.002476 = -697720.617645
  nChanged 18
		SP:Iteration 26Q (187514.680000 sec): 3 clusters
  Score: Raw -701904.930572 + Penalty 4176.002476 = -697728.928096
  nChanged 19
		SP:Iteration 27Q (187514.900000 sec): 3 clusters
  Score: Raw -701910.373817 + Penalty 4176.002476 = -697734.371341
  nChanged 13
		SP:Iteration 28Q (187515.190000 sec): 3 clusters
  Score: Raw -701913.396441 + Penalty 4176.002476 = -697737.393965
  nChanged 12
		SP:Iteration 29Q (187515.440000 sec): 3 clusters
  Score: Raw -701916.883728 + Penalty 4176.002476 = -697740.881251
  nChanged 11
		SP:Iteration 30Q (187515.640000 sec): 3 clusters
  Score: Raw -701919.173816 + Penalty 4176.002476 = -697743.171339
  nChanged 7
		SP:Iteration 31Q (187515.920000 sec): 3 clusters
  Score: Raw -701921.159137 + Penalty 4176.002476 = -697745.156661
  nChanged 6
		SP:Iteration 32Q (187516.120000 sec): 3 clusters
  Score: Raw -701923.128330 + Penalty 4176.002476 = -697747.125854
  nChanged 5
		SP:Iteration 33Q (187516.310000 sec): 3 clusters
  Score: Raw -701924.131158 + Penalty 4176.002476 = -697748.128682
  nChanged 4
		SP:Iteration 34Q (187516.470000 sec): 3 clusters
  Score: Raw -701925.576349 + Penalty 4176.002476 = -697749.573873
  nChanged 3
		SP:Iteration 35Q (187516.660000 sec): 3 clusters
  Score: Raw -701926.313969 + Penalty 4176.002476 = -697750.311493
  nChanged 0
		SP:Iteration 36F (187516.850000 sec): 3 clusters
  Score: Raw -701926.313969 + Penalty 4176.002476 = -697750.311493
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 31 (7157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187516.950000 sec): 2 clusters
  Score: Raw -1095646.553021 + Penalty 2201.209852 = -1093445.343169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187517.160000 sec): 3 clusters
  Score: Raw -1091918.945984 + Penalty 4402.419704 = -1087516.526279
  nChanged 2943
		SP:Iteration 1F (187517.420000 sec): 3 clusters
  Score: Raw -1093568.163904 + Penalty 4402.419704 = -1089165.744200
  nChanged 551
		SP:Iteration 2F (187517.660000 sec): 3 clusters
  Score: Raw -1093867.865624 + Penalty 4402.419704 = -1089465.445920
  nChanged 383
		SP:Iteration 3F (187517.910000 sec): 3 clusters
  Score: Raw -1094059.108501 + Penalty 4402.419704 = -1089656.688797
  nChanged 312
		SP:Iteration 4Q (187518.080000 sec): 3 clusters
  Score: Raw -1094209.375757 + Penalty 4402.419704 = -1089806.956053
  nChanged 245
		SP:Iteration 5Q (187518.340000 sec): 3 clusters
  Score: Raw -1094323.290093 + Penalty 4402.419704 = -1089920.870388
  nChanged 237
		SP:Iteration 6Q (187518.560000 sec): 3 clusters
  Score: Raw -1094439.175167 + Penalty 4402.419704 = -1090036.755463
  nChanged 233
		SP:Iteration 7Q (187518.860000 sec): 3 clusters
  Score: Raw -1094557.297743 + Penalty 4402.419704 = -1090154.878039
  nChanged 252
		SP:Iteration 8Q (187519.100000 sec): 3 clusters
  Score: Raw -1094689.034587 + Penalty 4402.419704 = -1090286.614883
  nChanged 239
		SP:Iteration 9Q (187519.360000 sec): 3 clusters
  Score: Raw -1094827.387730 + Penalty 4402.419704 = -1090424.968026
  nChanged 245
		SP:Iteration 10Q (187519.550000 sec): 3 clusters
  Score: Raw -1094972.810529 + Penalty 4402.419704 = -1090570.390824
  nChanged 225
		SP:Iteration 11Q (187519.820000 sec): 3 clusters
  Score: Raw -1095120.967643 + Penalty 4402.419704 = -1090718.547938
  nChanged 209
		SP:Iteration 12Q (187520.160000 sec): 3 clusters
  Score: Raw -1095266.835830 + Penalty 4402.419704 = -1090864.416126
  nChanged 208
		SP:Iteration 13Q (187520.340000 sec): 3 clusters
  Score: Raw -1095425.624928 + Penalty 4402.419704 = -1091023.205224
  nChanged 210
		SP:Iteration 14Q (187520.580000 sec): 3 clusters
  Score: Raw -1095605.581923 + Penalty 4402.419704 = -1091203.162219
  nChanged 196
		SP:Iteration 15Q (187520.760000 sec): 3 clusters
  Score: Raw -1095759.669543 + Penalty 4402.419704 = -1091357.249839
  nChanged 151
		SP:Iteration 16Q (187521.020000 sec): 3 clusters
  Score: Raw -1095867.985407 + Penalty 4402.419704 = -1091465.565703
  nChanged 120
		SP:Iteration 17Q (187521.180000 sec): 3 clusters
  Score: Raw -1095945.772870 + Penalty 4402.419704 = -1091543.353166
  nChanged 79
		SP:Iteration 18Q (187521.420000 sec): 3 clusters
  Score: Raw -1095996.405367 + Penalty 4402.419704 = -1091593.985663
  nChanged 69
		SP:Iteration 19Q (187521.610000 sec): 3 clusters
  Score: Raw -1096034.264577 + Penalty 4402.419704 = -1091631.844873
  nChanged 53
		SP:Iteration 20F (187521.810000 sec): 3 clusters
  Score: Raw -1096062.800493 + Penalty 4402.419704 = -1091660.380789
  nChanged 44
		SP:Iteration 21Q (187522.030000 sec): 3 clusters
  Score: Raw -1096086.425438 + Penalty 4402.419704 = -1091684.005734
  nChanged 31
		SP:Iteration 22Q (187522.200000 sec): 3 clusters
  Score: Raw -1096103.207469 + Penalty 4402.419704 = -1091700.787765
  nChanged 29
		SP:Iteration 23Q (187522.380000 sec): 3 clusters
  Score: Raw -1096118.113711 + Penalty 4402.419704 = -1091715.694007
  nChanged 29
		SP:Iteration 24Q (187522.600000 sec): 3 clusters
  Score: Raw -1096130.918900 + Penalty 4402.419704 = -1091728.499195
  nChanged 21
		SP:Iteration 25Q (187522.780000 sec): 3 clusters
  Score: Raw -1096140.615216 + Penalty 4402.419704 = -1091738.195512
  nChanged 18
		SP:Iteration 26Q (187523.000000 sec): 3 clusters
  Score: Raw -1096148.398986 + Penalty 4402.419704 = -1091745.979282
  nChanged 17
		SP:Iteration 27Q (187523.190000 sec): 3 clusters
  Score: Raw -1096156.380356 + Penalty 4402.419704 = -1091753.960652
  nChanged 16
		SP:Iteration 28Q (187523.360000 sec): 3 clusters
  Score: Raw -1096164.914581 + Penalty 4402.419704 = -1091762.494877
  nChanged 17
		SP:Iteration 29Q (187523.590000 sec): 3 clusters
  Score: Raw -1096173.981037 + Penalty 4402.419704 = -1091771.561333
  nChanged 10
		SP:Iteration 30Q (187523.820000 sec): 3 clusters
  Score: Raw -1096179.258155 + Penalty 4402.419704 = -1091776.838451
  nChanged 7
		SP:Iteration 31Q (187524.040000 sec): 3 clusters
  Score: Raw -1096182.420800 + Penalty 4402.419704 = -1091780.001096
  nChanged 4
		SP:Iteration 32Q (187524.320000 sec): 3 clusters
  Score: Raw -1096184.200041 + Penalty 4402.419704 = -1091781.780337
  nChanged 5
		SP:Iteration 33Q (187524.500000 sec): 3 clusters
  Score: Raw -1096186.897562 + Penalty 4402.419704 = -1091784.477858
  nChanged 0
		SP:Iteration 34F (187524.680000 sec): 3 clusters
  Score: Raw -1096186.897562 + Penalty 4402.419704 = -1091784.477858
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 32 (3448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187524.810000 sec): 2 clusters
  Score: Raw -542017.423362 + Penalty 2020.096309 = -539997.327053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187524.970000 sec): 3 clusters
  Score: Raw -540406.415117 + Penalty 4040.192617 = -536366.222500
  nChanged 1294
		SP:Iteration 1F (187525.100000 sec): 3 clusters
  Score: Raw -541184.745543 + Penalty 4040.192617 = -537144.552926
  nChanged 274
		SP:Iteration 2F (187525.250000 sec): 3 clusters
  Score: Raw -541353.492151 + Penalty 4040.192617 = -537313.299533
  nChanged 154
		SP:Iteration 3Q (187525.400000 sec): 3 clusters
  Score: Raw -541458.863057 + Penalty 4040.192617 = -537418.670439
  nChanged 120
		SP:Iteration 4Q (187525.540000 sec): 3 clusters
  Score: Raw -541529.401861 + Penalty 4040.192617 = -537489.209244
  nChanged 77
		SP:Iteration 5Q (187525.680000 sec): 3 clusters
  Score: Raw -541571.280886 + Penalty 4040.192617 = -537531.088268
  nChanged 62
		SP:Iteration 6Q (187525.880000 sec): 3 clusters
  Score: Raw -541602.248249 + Penalty 4040.192617 = -537562.055632
  nChanged 45
		SP:Iteration 7Q (187526.040000 sec): 3 clusters
  Score: Raw -541622.772179 + Penalty 4040.192617 = -537582.579561
  nChanged 45
		SP:Iteration 8Q (187526.210000 sec): 3 clusters
  Score: Raw -541641.654691 + Penalty 4040.192617 = -537601.462074
  nChanged 43
		SP:Iteration 9Q (187526.380000 sec): 3 clusters
  Score: Raw -541659.741160 + Penalty 4040.192617 = -537619.548543
  nChanged 35
		SP:Iteration 10Q (187526.530000 sec): 3 clusters
  Score: Raw -541679.258322 + Penalty 4040.192617 = -537639.065705
  nChanged 37
		SP:Iteration 11Q (187526.730000 sec): 3 clusters
  Score: Raw -541696.225603 + Penalty 4040.192617 = -537656.032986
  nChanged 29
		SP:Iteration 12Q (187526.940000 sec): 3 clusters
  Score: Raw -541707.523767 + Penalty 4040.192617 = -537667.331149
  nChanged 23
		SP:Iteration 13Q (187527.150000 sec): 3 clusters
  Score: Raw -541718.122164 + Penalty 4040.192617 = -537677.929546
  nChanged 26
		SP:Iteration 14Q (187527.310000 sec): 3 clusters
  Score: Raw -541727.984680 + Penalty 4040.192617 = -537687.792062
  nChanged 25
		SP:Iteration 15Q (187527.500000 sec): 3 clusters
  Score: Raw -541737.487574 + Penalty 4040.192617 = -537697.294957
  nChanged 32
		SP:Iteration 16Q (187527.680000 sec): 3 clusters
  Score: Raw -541750.814796 + Penalty 4040.192617 = -537710.622178
  nChanged 23
		SP:Iteration 17Q (187527.830000 sec): 3 clusters
  Score: Raw -541760.112850 + Penalty 4040.192617 = -537719.920233
  nChanged 25
		SP:Iteration 18Q (187528.010000 sec): 3 clusters
  Score: Raw -541771.334206 + Penalty 4040.192617 = -537731.141589
  nChanged 20
		SP:Iteration 19Q (187528.180000 sec): 3 clusters
  Score: Raw -541779.396743 + Penalty 4040.192617 = -537739.204126
  nChanged 23
		SP:Iteration 20F (187528.350000 sec): 3 clusters
  Score: Raw -541789.876343 + Penalty 4040.192617 = -537749.683725
  nChanged 25
		SP:Iteration 21Q (187528.530000 sec): 3 clusters
  Score: Raw -541800.366029 + Penalty 4040.192617 = -537760.173411
  nChanged 17
		SP:Iteration 22Q (187528.710000 sec): 3 clusters
  Score: Raw -541808.878087 + Penalty 4040.192617 = -537768.685470
  nChanged 15
		SP:Iteration 23Q (187528.890000 sec): 3 clusters
  Score: Raw -541815.525722 + Penalty 4040.192617 = -537775.333105
  nChanged 19
		SP:Iteration 24Q (187529.060000 sec): 3 clusters
  Score: Raw -541824.305828 + Penalty 4040.192617 = -537784.113211
  nChanged 23
		SP:Iteration 25Q (187529.290000 sec): 3 clusters
  Score: Raw -541833.406818 + Penalty 4040.192617 = -537793.214201
  nChanged 19
		SP:Iteration 26Q (187529.450000 sec): 3 clusters
  Score: Raw -541841.080686 + Penalty 4040.192617 = -537800.888069
  nChanged 20
		SP:Iteration 27Q (187529.650000 sec): 3 clusters
  Score: Raw -541849.599941 + Penalty 4040.192617 = -537809.407324
  nChanged 30
		SP:Iteration 28Q (187529.840000 sec): 3 clusters
  Score: Raw -541861.283371 + Penalty 4040.192617 = -537821.090754
  nChanged 30
		SP:Iteration 29Q (187530.080000 sec): 3 clusters
  Score: Raw -541873.817696 + Penalty 4040.192617 = -537833.625079
  nChanged 28
		SP:Iteration 30Q (187530.250000 sec): 3 clusters
  Score: Raw -541885.888114 + Penalty 4040.192617 = -537845.695497
  nChanged 28
		SP:Iteration 31Q (187530.430000 sec): 3 clusters
  Score: Raw -541897.737715 + Penalty 4040.192617 = -537857.545098
  nChanged 26
		SP:Iteration 32Q (187530.620000 sec): 3 clusters
  Score: Raw -541910.258294 + Penalty 4040.192617 = -537870.065676
  nChanged 26
		SP:Iteration 33Q (187530.790000 sec): 3 clusters
  Score: Raw -541922.888704 + Penalty 4040.192617 = -537882.696087
  nChanged 28
		SP:Iteration 34Q (187530.970000 sec): 3 clusters
  Score: Raw -541935.991810 + Penalty 4040.192617 = -537895.799192
  nChanged 25
		SP:Iteration 35Q (187531.160000 sec): 3 clusters
  Score: Raw -541950.360610 + Penalty 4040.192617 = -537910.167992
  nChanged 29
		SP:Iteration 36Q (187531.360000 sec): 3 clusters
  Score: Raw -541962.680962 + Penalty 4040.192617 = -537922.488345
  nChanged 19
		SP:Iteration 37Q (187531.490000 sec): 3 clusters
  Score: Raw -541970.852003 + Penalty 4040.192617 = -537930.659386
  nChanged 31
		SP:Iteration 38Q (187531.690000 sec): 3 clusters
  Score: Raw -541985.576332 + Penalty 4040.192617 = -537945.383714
  nChanged 34
		SP:Iteration 39Q (187531.880000 sec): 3 clusters
  Score: Raw -542000.862648 + Penalty 4040.192617 = -537960.670030
  nChanged 31
		SP:Iteration 40F (187532.060000 sec): 3 clusters
  Score: Raw -542015.618566 + Penalty 4040.192617 = -537975.425949
  nChanged 31
		SP:Iteration 41Q (187532.230000 sec): 3 clusters
  Score: Raw -542031.868170 + Penalty 4040.192617 = -537991.675552
  nChanged 29
		SP:Iteration 42Q (187532.450000 sec): 3 clusters
  Score: Raw -542044.802424 + Penalty 4040.192617 = -538004.609806
  nChanged 23
		SP:Iteration 43Q (187532.580000 sec): 3 clusters
  Score: Raw -542056.553898 + Penalty 4040.192617 = -538016.361281
  nChanged 32
		SP:Iteration 44Q (187532.780000 sec): 3 clusters
  Score: Raw -542076.098065 + Penalty 4040.192617 = -538035.905448
  nChanged 23
		SP:Iteration 45Q (187533.000000 sec): 3 clusters
  Score: Raw -542086.598028 + Penalty 4040.192617 = -538046.405411
  nChanged 14
		SP:Iteration 46Q (187533.210000 sec): 3 clusters
  Score: Raw -542093.581045 + Penalty 4040.192617 = -538053.388428
  nChanged 11
		SP:Iteration 47Q (187533.400000 sec): 3 clusters
  Score: Raw -542099.884676 + Penalty 4040.192617 = -538059.692058
  nChanged 9
		SP:Iteration 48Q (187533.620000 sec): 3 clusters
  Score: Raw -542103.671113 + Penalty 4040.192617 = -538063.478496
  nChanged 10
		SP:Iteration 49Q (187533.880000 sec): 3 clusters
  Score: Raw -542109.669237 + Penalty 4040.192617 = -538069.476620
  nChanged 11
		SP:Iteration 50Q (187534.190000 sec): 3 clusters
  Score: Raw -542115.407516 + Penalty 4040.192617 = -538075.214898
  nChanged 14
		SP:Iteration 51Q (187534.390000 sec): 3 clusters
  Score: Raw -542122.163381 + Penalty 4040.192617 = -538081.970764
  nChanged 9
		SP:Iteration 52Q (187534.550000 sec): 3 clusters
  Score: Raw -542127.788185 + Penalty 4040.192617 = -538087.595568
  nChanged 8
		SP:Iteration 53Q (187534.730000 sec): 3 clusters
  Score: Raw -542133.223604 + Penalty 4040.192617 = -538093.030986
  nChanged 15
		SP:Iteration 54Q (187534.930000 sec): 3 clusters
  Score: Raw -542141.532833 + Penalty 4040.192617 = -538101.340216
  nChanged 15
		SP:Iteration 55Q (187535.120000 sec): 3 clusters
  Score: Raw -542148.439083 + Penalty 4040.192617 = -538108.246466
  nChanged 13
		SP:Iteration 56Q (187535.340000 sec): 3 clusters
  Score: Raw -542154.036129 + Penalty 4040.192617 = -538113.843512
  nChanged 9
		SP:Iteration 57Q (187535.550000 sec): 3 clusters
  Score: Raw -542159.661389 + Penalty 4040.192617 = -538119.468772
  nChanged 12
		SP:Iteration 58Q (187535.690000 sec): 3 clusters
  Score: Raw -542165.855924 + Penalty 4040.192617 = -538125.663307
  nChanged 15
		SP:Iteration 59Q (187535.850000 sec): 3 clusters
  Score: Raw -542173.904721 + Penalty 4040.192617 = -538133.712104
  nChanged 9
		SP:Iteration 60F (187536.030000 sec): 3 clusters
  Score: Raw -542179.064295 + Penalty 4040.192617 = -538138.871678
  nChanged 7
		SP:Iteration 61Q (187536.210000 sec): 3 clusters
  Score: Raw -542181.778154 + Penalty 4040.192617 = -538141.585536
  nChanged 11
		SP:Iteration 62Q (187536.400000 sec): 3 clusters
  Score: Raw -542189.433528 + Penalty 4040.192617 = -538149.240910
  nChanged 15
		SP:Iteration 63Q (187536.620000 sec): 3 clusters
  Score: Raw -542199.552047 + Penalty 4040.192617 = -538159.359429
  nChanged 14
		SP:Iteration 64Q (187536.860000 sec): 3 clusters
  Score: Raw -542207.035624 + Penalty 4040.192617 = -538166.843007
  nChanged 15
		SP:Iteration 65Q (187537.050000 sec): 3 clusters
  Score: Raw -542216.429088 + Penalty 4040.192617 = -538176.236471
  nChanged 16
		SP:Iteration 66Q (187537.290000 sec): 3 clusters
  Score: Raw -542223.617553 + Penalty 4040.192617 = -538183.424935
  nChanged 10
		SP:Iteration 67Q (187537.520000 sec): 3 clusters
  Score: Raw -542229.288482 + Penalty 4040.192617 = -538189.095865
  nChanged 8
		SP:Iteration 68Q (187537.700000 sec): 3 clusters
  Score: Raw -542233.944407 + Penalty 4040.192617 = -538193.751789
  nChanged 8
		SP:Iteration 69Q (187537.880000 sec): 3 clusters
  Score: Raw -542238.681554 + Penalty 4040.192617 = -538198.488936
  nChanged 8
		SP:Iteration 70Q (187538.050000 sec): 3 clusters
  Score: Raw -542243.703448 + Penalty 4040.192617 = -538203.510831
  nChanged 10
		SP:Iteration 71Q (187538.360000 sec): 3 clusters
  Score: Raw -542249.318435 + Penalty 4040.192617 = -538209.125818
  nChanged 12
		SP:Iteration 72Q (187538.610000 sec): 3 clusters
  Score: Raw -542256.439040 + Penalty 4040.192617 = -538216.246423
  nChanged 9
		SP:Iteration 73Q (187538.830000 sec): 3 clusters
  Score: Raw -542261.050004 + Penalty 4040.192617 = -538220.857386
  nChanged 8
		SP:Iteration 74Q (187539.040000 sec): 3 clusters
  Score: Raw -542265.265244 + Penalty 4040.192617 = -538225.072626
  nChanged 9
		SP:Iteration 75Q (187539.230000 sec): 3 clusters
  Score: Raw -542269.394396 + Penalty 4040.192617 = -538229.201779
  nChanged 9
		SP:Iteration 76Q (187539.470000 sec): 3 clusters
  Score: Raw -542272.341019 + Penalty 4040.192617 = -538232.148401
  nChanged 1
		SP:Iteration 77Q (187539.690000 sec): 3 clusters
  Score: Raw -542272.762627 + Penalty 4040.192617 = -538232.570010
  nChanged 1
		SP:Iteration 78Q (187539.870000 sec): 3 clusters
  Score: Raw -542273.115499 + Penalty 4040.192617 = -538232.922882
  nChanged 0
		SP:Iteration 79F (187540.110000 sec): 3 clusters
  Score: Raw -542273.115499 + Penalty 4040.192617 = -538232.922882
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 33 (10800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187540.290000 sec): 2 clusters
  Score: Raw -1692764.629105 + Penalty 2303.250750 = -1690461.378355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187540.510000 sec): 3 clusters
  Score: Raw -1686866.015535 + Penalty 4606.501501 = -1682259.514034
  nChanged 4508
		SP:Iteration 1F (187540.800000 sec): 3 clusters
  Score: Raw -1689365.285777 + Penalty 4606.501501 = -1684758.784276
  nChanged 751
		SP:Iteration 2F (187541.110000 sec): 3 clusters
  Score: Raw -1689787.188492 + Penalty 4606.501501 = -1685180.686991
  nChanged 657
		SP:Iteration 3F (187541.420000 sec): 3 clusters
  Score: Raw -1690174.444217 + Penalty 4606.501501 = -1685567.942717
  nChanged 592
		SP:Iteration 4F (187541.700000 sec): 3 clusters
  Score: Raw -1690539.650235 + Penalty 4606.501501 = -1685933.148734
  nChanged 584
		SP:Iteration 5F (187541.920000 sec): 3 clusters
  Score: Raw -1690894.761017 + Penalty 4606.501501 = -1686288.259516
  nChanged 532
		SP:Iteration 6Q (187542.170000 sec): 3 clusters
  Score: Raw -1691222.280839 + Penalty 4606.501501 = -1686615.779338
  nChanged 452
		SP:Iteration 7Q (187542.370000 sec): 3 clusters
  Score: Raw -1691529.721975 + Penalty 4606.501501 = -1686923.220474
  nChanged 412
		SP:Iteration 8Q (187542.650000 sec): 3 clusters
  Score: Raw -1691833.617884 + Penalty 4606.501501 = -1687227.116383
  nChanged 400
		SP:Iteration 9Q (187542.870000 sec): 3 clusters
  Score: Raw -1692164.433435 + Penalty 4606.501501 = -1687557.931935
  nChanged 328
		SP:Iteration 10Q (187543.100000 sec): 3 clusters
  Score: Raw -1692446.411936 + Penalty 4606.501501 = -1687839.910435
  nChanged 272
		SP:Iteration 11Q (187543.400000 sec): 3 clusters
  Score: Raw -1692666.276258 + Penalty 4606.501501 = -1688059.774757
  nChanged 208
		SP:Iteration 12Q (187543.690000 sec): 3 clusters
  Score: Raw -1692830.870308 + Penalty 4606.501501 = -1688224.368807
  nChanged 163
		SP:Iteration 13Q (187543.970000 sec): 3 clusters
  Score: Raw -1692943.151484 + Penalty 4606.501501 = -1688336.649983
  nChanged 122
		SP:Iteration 14Q (187544.240000 sec): 3 clusters
  Score: Raw -1693014.207768 + Penalty 4606.501501 = -1688407.706267
  nChanged 74
		SP:Iteration 15Q (187544.470000 sec): 3 clusters
  Score: Raw -1693052.977930 + Penalty 4606.501501 = -1688446.476429
  nChanged 56
		SP:Iteration 16Q (187544.760000 sec): 3 clusters
  Score: Raw -1693082.206464 + Penalty 4606.501501 = -1688475.704963
  nChanged 45
		SP:Iteration 17Q (187545.030000 sec): 3 clusters
  Score: Raw -1693103.258647 + Penalty 4606.501501 = -1688496.757146
  nChanged 30
		SP:Iteration 18Q (187545.300000 sec): 3 clusters
  Score: Raw -1693118.991923 + Penalty 4606.501501 = -1688512.490422
  nChanged 29
		SP:Iteration 19Q (187545.620000 sec): 3 clusters
  Score: Raw -1693133.050076 + Penalty 4606.501501 = -1688526.548575
  nChanged 22
		SP:Iteration 20F (187545.860000 sec): 3 clusters
  Score: Raw -1693142.685973 + Penalty 4606.501501 = -1688536.184472
  nChanged 22
		SP:Iteration 21Q (187546.070000 sec): 3 clusters
  Score: Raw -1693151.547516 + Penalty 4606.501501 = -1688545.046016
  nChanged 17
		SP:Iteration 22Q (187546.300000 sec): 3 clusters
  Score: Raw -1693159.093374 + Penalty 4606.501501 = -1688552.591873
  nChanged 16
		SP:Iteration 23Q (187546.520000 sec): 3 clusters
  Score: Raw -1693169.182310 + Penalty 4606.501501 = -1688562.680809
  nChanged 15
		SP:Iteration 24Q (187546.790000 sec): 3 clusters
  Score: Raw -1693174.820754 + Penalty 4606.501501 = -1688568.319253
  nChanged 12
		SP:Iteration 25Q (187547.040000 sec): 3 clusters
  Score: Raw -1693179.902505 + Penalty 4606.501501 = -1688573.401005
  nChanged 12
		SP:Iteration 26Q (187547.220000 sec): 3 clusters
  Score: Raw -1693185.481385 + Penalty 4606.501501 = -1688578.979884
  nChanged 18
		SP:Iteration 27Q (187547.500000 sec): 3 clusters
  Score: Raw -1693194.156811 + Penalty 4606.501501 = -1688587.655310
  nChanged 13
		SP:Iteration 28Q (187547.760000 sec): 3 clusters
  Score: Raw -1693200.200788 + Penalty 4606.501501 = -1688593.699287
  nChanged 12
		SP:Iteration 29Q (187548.110000 sec): 3 clusters
  Score: Raw -1693204.535798 + Penalty 4606.501501 = -1688598.034297
  nChanged 7
		SP:Iteration 30Q (187548.320000 sec): 3 clusters
  Score: Raw -1693207.707261 + Penalty 4606.501501 = -1688601.205760
  nChanged 4
		SP:Iteration 31Q (187548.630000 sec): 3 clusters
  Score: Raw -1693209.530525 + Penalty 4606.501501 = -1688603.029025
  nChanged 2
		SP:Iteration 32Q (187548.910000 sec): 3 clusters
  Score: Raw -1693209.960765 + Penalty 4606.501501 = -1688603.459264
  nChanged 2
		SP:Iteration 33Q (187549.200000 sec): 3 clusters
  Score: Raw -1693210.367942 + Penalty 4606.501501 = -1688603.866441
  nChanged 0
		SP:Iteration 34F (187549.510000 sec): 3 clusters
  Score: Raw -1693210.367942 + Penalty 4606.501501 = -1688603.866441
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 34 (7392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187549.670000 sec): 2 clusters
  Score: Raw -1147936.462647 + Penalty 2209.222096 = -1145727.240551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187549.910000 sec): 3 clusters
  Score: Raw -1144081.083163 + Penalty 4418.444192 = -1139662.638971
  nChanged 2980
		SP:Iteration 1F (187550.130000 sec): 3 clusters
  Score: Raw -1145704.497462 + Penalty 4418.444192 = -1141286.053270
  nChanged 537
		SP:Iteration 2F (187550.350000 sec): 3 clusters
  Score: Raw -1145998.323668 + Penalty 4418.444192 = -1141579.879476
  nChanged 407
		SP:Iteration 3F (187550.550000 sec): 3 clusters
  Score: Raw -1146233.157268 + Penalty 4418.444192 = -1141814.713076
  nChanged 372
		SP:Iteration 4F (187550.810000 sec): 3 clusters
  Score: Raw -1146474.867698 + Penalty 4418.444192 = -1142056.423506
  nChanged 374
		SP:Iteration 5F (187551.050000 sec): 3 clusters
  Score: Raw -1146741.857947 + Penalty 4418.444192 = -1142323.413755
  nChanged 385
		SP:Iteration 6F (187551.290000 sec): 3 clusters
  Score: Raw -1147033.792692 + Penalty 4418.444192 = -1142615.348500
  nChanged 397
		SP:Iteration 7F (187551.570000 sec): 3 clusters
  Score: Raw -1147354.498053 + Penalty 4418.444192 = -1142936.053861
  nChanged 395
		SP:Iteration 8F (187551.840000 sec): 3 clusters
  Score: Raw -1147664.560565 + Penalty 4418.444192 = -1143246.116372
  nChanged 352
		SP:Iteration 9Q (187552.100000 sec): 3 clusters
  Score: Raw -1147897.473885 + Penalty 4418.444192 = -1143479.029693
  nChanged 263
		SP:Iteration 10Q (187552.320000 sec): 3 clusters
  Score: Raw -1148053.704878 + Penalty 4418.444192 = -1143635.260685
  nChanged 192
		SP:Iteration 11Q (187552.530000 sec): 3 clusters
  Score: Raw -1148142.603764 + Penalty 4418.444192 = -1143724.159571
  nChanged 147
		SP:Iteration 12Q (187552.760000 sec): 3 clusters
  Score: Raw -1148206.351918 + Penalty 4418.444192 = -1143787.907725
  nChanged 115
		SP:Iteration 13Q (187553.090000 sec): 3 clusters
  Score: Raw -1148251.303758 + Penalty 4418.444192 = -1143832.859566
  nChanged 86
		SP:Iteration 14Q (187553.320000 sec): 3 clusters
  Score: Raw -1148279.556074 + Penalty 4418.444192 = -1143861.111881
  nChanged 74
		SP:Iteration 15Q (187553.500000 sec): 3 clusters
  Score: Raw -1148308.068510 + Penalty 4418.444192 = -1143889.624318
  nChanged 61
		SP:Iteration 16Q (187553.720000 sec): 3 clusters
  Score: Raw -1148327.120328 + Penalty 4418.444192 = -1143908.676136
  nChanged 38
		SP:Iteration 17Q (187553.940000 sec): 3 clusters
  Score: Raw -1148337.054516 + Penalty 4418.444192 = -1143918.610324
  nChanged 36
		SP:Iteration 18Q (187554.160000 sec): 3 clusters
  Score: Raw -1148346.277111 + Penalty 4418.444192 = -1143927.832919
  nChanged 18
		SP:Iteration 19Q (187554.380000 sec): 3 clusters
  Score: Raw -1148350.400759 + Penalty 4418.444192 = -1143931.956567
  nChanged 15
		SP:Iteration 20F (187554.610000 sec): 3 clusters
  Score: Raw -1148353.682892 + Penalty 4418.444192 = -1143935.238700
  nChanged 9
		SP:Iteration 21Q (187554.830000 sec): 3 clusters
  Score: Raw -1148355.633160 + Penalty 4418.444192 = -1143937.188968
  nChanged 10
		SP:Iteration 22Q (187555.060000 sec): 3 clusters
  Score: Raw -1148357.647655 + Penalty 4418.444192 = -1143939.203463
  nChanged 9
		SP:Iteration 23Q (187555.280000 sec): 3 clusters
  Score: Raw -1148359.905987 + Penalty 4418.444192 = -1143941.461795
  nChanged 8
		SP:Iteration 24Q (187555.500000 sec): 3 clusters
  Score: Raw -1148361.858238 + Penalty 4418.444192 = -1143943.414046
  nChanged 6
		SP:Iteration 25Q (187555.730000 sec): 3 clusters
  Score: Raw -1148363.264264 + Penalty 4418.444192 = -1143944.820072
  nChanged 8
		SP:Iteration 26Q (187555.950000 sec): 3 clusters
  Score: Raw -1148364.875496 + Penalty 4418.444192 = -1143946.431304
  nChanged 9
		SP:Iteration 27Q (187556.170000 sec): 3 clusters
  Score: Raw -1148366.499437 + Penalty 4418.444192 = -1143948.055245
  nChanged 6
		SP:Iteration 28Q (187556.400000 sec): 3 clusters
  Score: Raw -1148367.784159 + Penalty 4418.444192 = -1143949.339967
  nChanged 5
		SP:Iteration 29Q (187556.620000 sec): 3 clusters
  Score: Raw -1148368.670814 + Penalty 4418.444192 = -1143950.226622
  nChanged 4
		SP:Iteration 30Q (187556.880000 sec): 3 clusters
  Score: Raw -1148369.495619 + Penalty 4418.444192 = -1143951.051427
  nChanged 4
		SP:Iteration 31Q (187557.100000 sec): 3 clusters
  Score: Raw -1148370.415871 + Penalty 4418.444192 = -1143951.971679
  nChanged 4
		SP:Iteration 32Q (187557.320000 sec): 3 clusters
  Score: Raw -1148371.460881 + Penalty 4418.444192 = -1143953.016689
  nChanged 4
		SP:Iteration 33Q (187557.540000 sec): 3 clusters
  Score: Raw -1148372.130724 + Penalty 4418.444192 = -1143953.686532
  nChanged 0
		SP:Iteration 34F (187557.720000 sec): 3 clusters
  Score: Raw -1148372.130724 + Penalty 4418.444192 = -1143953.686532
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 35 (7875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187557.840000 sec): 2 clusters
  Score: Raw -1195241.644601 + Penalty 2224.919219 = -1193016.725382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187558.060000 sec): 3 clusters
  Score: Raw -1191190.103922 + Penalty 4449.838438 = -1186740.265484
  nChanged 3164
		SP:Iteration 1F (187558.280000 sec): 3 clusters
  Score: Raw -1192977.155060 + Penalty 4449.838438 = -1188527.316622
  nChanged 586
		SP:Iteration 2F (187558.500000 sec): 3 clusters
  Score: Raw -1193385.680002 + Penalty 4449.838438 = -1188935.841564
  nChanged 498
		SP:Iteration 3F (187558.720000 sec): 3 clusters
  Score: Raw -1193788.642293 + Penalty 4449.838438 = -1189338.803855
  nChanged 523
		SP:Iteration 4F (187558.950000 sec): 3 clusters
  Score: Raw -1194178.491952 + Penalty 4449.838438 = -1189728.653514
  nChanged 458
		SP:Iteration 5F (187559.170000 sec): 3 clusters
  Score: Raw -1194527.289535 + Penalty 4449.838438 = -1190077.451097
  nChanged 441
		SP:Iteration 6F (187559.380000 sec): 3 clusters
  Score: Raw -1194831.896413 + Penalty 4449.838438 = -1190382.057975
  nChanged 372
		SP:Iteration 7Q (187559.610000 sec): 3 clusters
  Score: Raw -1195064.281462 + Penalty 4449.838438 = -1190614.443024
  nChanged 268
		SP:Iteration 8Q (187559.830000 sec): 3 clusters
  Score: Raw -1195223.260560 + Penalty 4449.838438 = -1190773.422122
  nChanged 220
		SP:Iteration 9Q (187560.050000 sec): 3 clusters
  Score: Raw -1195356.435847 + Penalty 4449.838438 = -1190906.597409
  nChanged 191
		SP:Iteration 10Q (187560.320000 sec): 3 clusters
  Score: Raw -1195468.101905 + Penalty 4449.838438 = -1191018.263467
  nChanged 152
		SP:Iteration 11Q (187560.530000 sec): 3 clusters
  Score: Raw -1195552.470932 + Penalty 4449.838438 = -1191102.632494
  nChanged 139
		SP:Iteration 12Q (187560.740000 sec): 3 clusters
  Score: Raw -1195625.648328 + Penalty 4449.838438 = -1191175.809890
  nChanged 134
		SP:Iteration 13Q (187560.960000 sec): 3 clusters
  Score: Raw -1195696.679399 + Penalty 4449.838438 = -1191246.840961
  nChanged 109
		SP:Iteration 14Q (187561.170000 sec): 3 clusters
  Score: Raw -1195755.835801 + Penalty 4449.838438 = -1191305.997363
  nChanged 94
		SP:Iteration 15Q (187561.390000 sec): 3 clusters
  Score: Raw -1195801.115268 + Penalty 4449.838438 = -1191351.276830
  nChanged 61
		SP:Iteration 16Q (187561.600000 sec): 3 clusters
  Score: Raw -1195826.830683 + Penalty 4449.838438 = -1191376.992245
  nChanged 52
		SP:Iteration 17Q (187561.820000 sec): 3 clusters
  Score: Raw -1195845.583911 + Penalty 4449.838438 = -1191395.745473
  nChanged 46
		SP:Iteration 18Q (187562.030000 sec): 3 clusters
  Score: Raw -1195864.101688 + Penalty 4449.838438 = -1191414.263250
  nChanged 47
		SP:Iteration 19Q (187562.250000 sec): 3 clusters
  Score: Raw -1195880.671885 + Penalty 4449.838438 = -1191430.833447
  nChanged 45
		SP:Iteration 20F (187562.460000 sec): 3 clusters
  Score: Raw -1195894.199254 + Penalty 4449.838438 = -1191444.360816
  nChanged 29
		SP:Iteration 21Q (187562.670000 sec): 3 clusters
  Score: Raw -1195902.653093 + Penalty 4449.838438 = -1191452.814655
  nChanged 17
		SP:Iteration 22Q (187562.890000 sec): 3 clusters
  Score: Raw -1195907.420853 + Penalty 4449.838438 = -1191457.582415
  nChanged 13
		SP:Iteration 23Q (187563.100000 sec): 3 clusters
  Score: Raw -1195911.117399 + Penalty 4449.838438 = -1191461.278961
  nChanged 14
		SP:Iteration 24Q (187563.320000 sec): 3 clusters
  Score: Raw -1195915.888346 + Penalty 4449.838438 = -1191466.049908
  nChanged 18
		SP:Iteration 25Q (187563.500000 sec): 3 clusters
  Score: Raw -1195920.141210 + Penalty 4449.838438 = -1191470.302772
  nChanged 10
		SP:Iteration 26Q (187563.720000 sec): 3 clusters
  Score: Raw -1195922.412074 + Penalty 4449.838438 = -1191472.573636
  nChanged 9
		SP:Iteration 27Q (187563.940000 sec): 3 clusters
  Score: Raw -1195924.333730 + Penalty 4449.838438 = -1191474.495292
  nChanged 5
		SP:Iteration 28Q (187564.160000 sec): 3 clusters
  Score: Raw -1195925.605234 + Penalty 4449.838438 = -1191475.766796
  nChanged 7
		SP:Iteration 29Q (187564.380000 sec): 3 clusters
  Score: Raw -1195926.832774 + Penalty 4449.838438 = -1191476.994336
  nChanged 5
		SP:Iteration 30Q (187564.610000 sec): 3 clusters
  Score: Raw -1195927.904540 + Penalty 4449.838438 = -1191478.066102
  nChanged 5
		SP:Iteration 31Q (187564.870000 sec): 3 clusters
  Score: Raw -1195928.645647 + Penalty 4449.838438 = -1191478.807209
  nChanged 2
		SP:Iteration 32Q (187565.090000 sec): 3 clusters
  Score: Raw -1195929.065457 + Penalty 4449.838438 = -1191479.227019
  nChanged 1
		SP:Iteration 33Q (187565.310000 sec): 3 clusters
  Score: Raw -1195929.149569 + Penalty 4449.838438 = -1191479.311131
  nChanged 0
		SP:Iteration 34F (187565.490000 sec): 3 clusters
  Score: Raw -1195929.149569 + Penalty 4449.838438 = -1191479.311131
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 36 (18731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187565.730000 sec): 2 clusters
  Score: Raw -3015074.840248 + Penalty 2439.807926 = -3012635.032322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187566.010000 sec): 3 clusters
  Score: Raw -3004288.556896 + Penalty 4879.615851 = -2999408.941044
  nChanged 8217
		SP:Iteration 1F (187566.320000 sec): 3 clusters
  Score: Raw -3008807.734065 + Penalty 4879.615851 = -3003928.118213
  nChanged 1046
		SP:Iteration 2F (187566.630000 sec): 3 clusters
  Score: Raw -3009270.147355 + Penalty 4879.615851 = -3004390.531504
  nChanged 946
		SP:Iteration 3F (187566.950000 sec): 3 clusters
  Score: Raw -3009705.970721 + Penalty 4879.615851 = -3004826.354870
  nChanged 895
		SP:Iteration 4Q (187567.310000 sec): 3 clusters
  Score: Raw -3010124.907135 + Penalty 4879.615851 = -3005245.291284
  nChanged 875
		SP:Iteration 5Q (187567.620000 sec): 3 clusters
  Score: Raw -3010584.023846 + Penalty 4879.615851 = -3005704.407994
  nChanged 899
		SP:Iteration 6Q (187567.970000 sec): 3 clusters
  Score: Raw -3011036.878023 + Penalty 4879.615851 = -3006157.262172
  nChanged 844
		SP:Iteration 7Q (187568.290000 sec): 3 clusters
  Score: Raw -3011489.383451 + Penalty 4879.615851 = -3006609.767599
  nChanged 856
		SP:Iteration 8Q (187568.610000 sec): 3 clusters
  Score: Raw -3011956.943658 + Penalty 4879.615851 = -3007077.327807
  nChanged 759
		SP:Iteration 9Q (187568.930000 sec): 3 clusters
  Score: Raw -3012342.169770 + Penalty 4879.615851 = -3007462.553919
  nChanged 696
		SP:Iteration 10Q (187569.240000 sec): 3 clusters
  Score: Raw -3012676.958291 + Penalty 4879.615851 = -3007797.342440
  nChanged 604
		SP:Iteration 11Q (187569.560000 sec): 3 clusters
  Score: Raw -3012929.670305 + Penalty 4879.615851 = -3008050.054453
  nChanged 490
		SP:Iteration 12Q (187569.870000 sec): 3 clusters
  Score: Raw -3013115.530187 + Penalty 4879.615851 = -3008235.914336
  nChanged 424
		SP:Iteration 13Q (187570.190000 sec): 3 clusters
  Score: Raw -3013279.271781 + Penalty 4879.615851 = -3008399.655930
  nChanged 410
		SP:Iteration 14Q (187570.510000 sec): 3 clusters
  Score: Raw -3013430.073449 + Penalty 4879.615851 = -3008550.457597
  nChanged 410
		SP:Iteration 15Q (187570.820000 sec): 3 clusters
  Score: Raw -3013588.276471 + Penalty 4879.615851 = -3008708.660619
  nChanged 396
		SP:Iteration 16Q (187571.140000 sec): 3 clusters
  Score: Raw -3013736.478792 + Penalty 4879.615851 = -3008856.862941
  nChanged 395
		SP:Iteration 17Q (187571.450000 sec): 3 clusters
  Score: Raw -3013879.967049 + Penalty 4879.615851 = -3009000.351197
  nChanged 340
		SP:Iteration 18Q (187571.770000 sec): 3 clusters
  Score: Raw -3013991.755832 + Penalty 4879.615851 = -3009112.139981
  nChanged 309
		SP:Iteration 19Q (187572.090000 sec): 3 clusters
  Score: Raw -3014092.846684 + Penalty 4879.615851 = -3009213.230833
  nChanged 288
		SP:Iteration 20F (187572.410000 sec): 3 clusters
  Score: Raw -3014185.826834 + Penalty 4879.615851 = -3009306.210983
  nChanged 271
		SP:Iteration 21Q (187572.720000 sec): 3 clusters
  Score: Raw -3014269.027031 + Penalty 4879.615851 = -3009389.411179
  nChanged 240
		SP:Iteration 22Q (187573.040000 sec): 3 clusters
  Score: Raw -3014340.730752 + Penalty 4879.615851 = -3009461.114900
  nChanged 234
		SP:Iteration 23Q (187573.360000 sec): 3 clusters
  Score: Raw -3014403.958813 + Penalty 4879.615851 = -3009524.342962
  nChanged 189
		SP:Iteration 24Q (187573.670000 sec): 3 clusters
  Score: Raw -3014454.361974 + Penalty 4879.615851 = -3009574.746123
  nChanged 179
		SP:Iteration 25Q (187574.030000 sec): 3 clusters
  Score: Raw -3014502.883108 + Penalty 4879.615851 = -3009623.267257
  nChanged 160
		SP:Iteration 26Q (187574.410000 sec): 3 clusters
  Score: Raw -3014544.774834 + Penalty 4879.615851 = -3009665.158983
  nChanged 145
		SP:Iteration 27Q (187574.820000 sec): 3 clusters
  Score: Raw -3014582.209919 + Penalty 4879.615851 = -3009702.594067
  nChanged 146
		SP:Iteration 28Q (187575.170000 sec): 3 clusters
  Score: Raw -3014619.454143 + Penalty 4879.615851 = -3009739.838292
  nChanged 146
		SP:Iteration 29Q (187575.470000 sec): 3 clusters
  Score: Raw -3014656.952913 + Penalty 4879.615851 = -3009777.337062
  nChanged 146
		SP:Iteration 30Q (187575.750000 sec): 3 clusters
  Score: Raw -3014700.308125 + Penalty 4879.615851 = -3009820.692273
  nChanged 158
		SP:Iteration 31Q (187576.040000 sec): 3 clusters
  Score: Raw -3014745.646233 + Penalty 4879.615851 = -3009866.030382
  nChanged 131
		SP:Iteration 32Q (187576.330000 sec): 3 clusters
  Score: Raw -3014782.650408 + Penalty 4879.615851 = -3009903.034557
  nChanged 130
		SP:Iteration 33Q (187576.660000 sec): 3 clusters
  Score: Raw -3014821.895856 + Penalty 4879.615851 = -3009942.280005
  nChanged 129
		SP:Iteration 34Q (187576.960000 sec): 3 clusters
  Score: Raw -3014858.765446 + Penalty 4879.615851 = -3009979.149594
  nChanged 108
		SP:Iteration 35Q (187577.240000 sec): 3 clusters
  Score: Raw -3014895.914269 + Penalty 4879.615851 = -3010016.298417
  nChanged 121
		SP:Iteration 36Q (187577.540000 sec): 3 clusters
  Score: Raw -3014937.447993 + Penalty 4879.615851 = -3010057.832141
  nChanged 108
		SP:Iteration 37Q (187577.870000 sec): 3 clusters
  Score: Raw -3014977.324729 + Penalty 4879.615851 = -3010097.708877
  nChanged 108
		SP:Iteration 38Q (187578.170000 sec): 3 clusters
  Score: Raw -3015016.080479 + Penalty 4879.615851 = -3010136.464628
  nChanged 92
		SP:Iteration 39Q (187578.490000 sec): 3 clusters
  Score: Raw -3015050.620154 + Penalty 4879.615851 = -3010171.004303
  nChanged 94
		SP:Iteration 40F (187578.790000 sec): 3 clusters
  Score: Raw -3015089.172041 + Penalty 4879.615851 = -3010209.556190
  nChanged 90
		SP:Iteration 41Q (187579.110000 sec): 3 clusters
  Score: Raw -3015118.517728 + Penalty 4879.615851 = -3010238.901877
  nChanged 81
		SP:Iteration 42Q (187579.390000 sec): 3 clusters
  Score: Raw -3015147.321603 + Penalty 4879.615851 = -3010267.705751
  nChanged 78
		SP:Iteration 43Q (187579.700000 sec): 3 clusters
  Score: Raw -3015170.869714 + Penalty 4879.615851 = -3010291.253862
  nChanged 69
		SP:Iteration 44Q (187580.020000 sec): 3 clusters
  Score: Raw -3015191.774088 + Penalty 4879.615851 = -3010312.158236
  nChanged 75
		SP:Iteration 45Q (187580.350000 sec): 3 clusters
  Score: Raw -3015216.806181 + Penalty 4879.615851 = -3010337.190329
  nChanged 69
		SP:Iteration 46Q (187580.650000 sec): 3 clusters
  Score: Raw -3015241.237408 + Penalty 4879.615851 = -3010361.621556
  nChanged 60
		SP:Iteration 47Q (187580.890000 sec): 3 clusters
  Score: Raw -3015262.354210 + Penalty 4879.615851 = -3010382.738359
  nChanged 62
		SP:Iteration 48Q (187581.170000 sec): 3 clusters
  Score: Raw -3015281.058775 + Penalty 4879.615851 = -3010401.442924
  nChanged 51
		SP:Iteration 49Q (187581.440000 sec): 3 clusters
  Score: Raw -3015295.558691 + Penalty 4879.615851 = -3010415.942840
  nChanged 49
		SP:Iteration 50Q (187581.760000 sec): 3 clusters
  Score: Raw -3015311.264735 + Penalty 4879.615851 = -3010431.648883
  nChanged 55
		SP:Iteration 51Q (187582.030000 sec): 3 clusters
  Score: Raw -3015331.830755 + Penalty 4879.615851 = -3010452.214904
  nChanged 64
		SP:Iteration 52Q (187582.390000 sec): 3 clusters
  Score: Raw -3015355.797337 + Penalty 4879.615851 = -3010476.181485
  nChanged 62
		SP:Iteration 53Q (187582.720000 sec): 3 clusters
  Score: Raw -3015376.245599 + Penalty 4879.615851 = -3010496.629747
  nChanged 50
		SP:Iteration 54Q (187583.100000 sec): 3 clusters
  Score: Raw -3015396.404198 + Penalty 4879.615851 = -3010516.788347
  nChanged 52
		SP:Iteration 55Q (187583.400000 sec): 3 clusters
  Score: Raw -3015414.907576 + Penalty 4879.615851 = -3010535.291725
  nChanged 45
		SP:Iteration 56Q (187583.720000 sec): 3 clusters
  Score: Raw -3015432.386191 + Penalty 4879.615851 = -3010552.770339
  nChanged 42
		SP:Iteration 57Q (187584.070000 sec): 3 clusters
  Score: Raw -3015446.715341 + Penalty 4879.615851 = -3010567.099489
  nChanged 46
		SP:Iteration 58Q (187584.370000 sec): 3 clusters
  Score: Raw -3015462.154191 + Penalty 4879.615851 = -3010582.538340
  nChanged 44
		SP:Iteration 59Q (187584.690000 sec): 3 clusters
  Score: Raw -3015475.647996 + Penalty 4879.615851 = -3010596.032144
  nChanged 34
		SP:Iteration 60F (187584.990000 sec): 3 clusters
  Score: Raw -3015486.907246 + Penalty 4879.615851 = -3010607.291395
  nChanged 34
		SP:Iteration 61Q (187585.250000 sec): 3 clusters
  Score: Raw -3015498.912000 + Penalty 4879.615851 = -3010619.296148
  nChanged 33
		SP:Iteration 62Q (187585.530000 sec): 3 clusters
  Score: Raw -3015513.704785 + Penalty 4879.615851 = -3010634.088933
  nChanged 38
		SP:Iteration 63Q (187585.790000 sec): 3 clusters
  Score: Raw -3015527.706707 + Penalty 4879.615851 = -3010648.090855
  nChanged 41
		SP:Iteration 64Q (187586.130000 sec): 3 clusters
  Score: Raw -3015543.078446 + Penalty 4879.615851 = -3010663.462594
  nChanged 36
		SP:Iteration 65Q (187586.410000 sec): 3 clusters
  Score: Raw -3015558.786259 + Penalty 4879.615851 = -3010679.170408
  nChanged 33
		SP:Iteration 66Q (187586.780000 sec): 3 clusters
  Score: Raw -3015571.865833 + Penalty 4879.615851 = -3010692.249982
  nChanged 25
		SP:Iteration 67Q (187587.100000 sec): 3 clusters
  Score: Raw -3015583.104440 + Penalty 4879.615851 = -3010703.488588
  nChanged 19
		SP:Iteration 68Q (187587.420000 sec): 3 clusters
  Score: Raw -3015592.296653 + Penalty 4879.615851 = -3010712.680801
  nChanged 20
		SP:Iteration 69Q (187587.750000 sec): 3 clusters
  Score: Raw -3015598.155568 + Penalty 4879.615851 = -3010718.539717
  nChanged 18
		SP:Iteration 70Q (187588.050000 sec): 3 clusters
  Score: Raw -3015604.747453 + Penalty 4879.615851 = -3010725.131601
  nChanged 19
		SP:Iteration 71Q (187588.410000 sec): 3 clusters
  Score: Raw -3015612.036918 + Penalty 4879.615851 = -3010732.421066
  nChanged 21
		SP:Iteration 72Q (187588.690000 sec): 3 clusters
  Score: Raw -3015618.634559 + Penalty 4879.615851 = -3010739.018708
  nChanged 21
		SP:Iteration 73Q (187588.990000 sec): 3 clusters
  Score: Raw -3015626.226379 + Penalty 4879.615851 = -3010746.610527
  nChanged 17
		SP:Iteration 74Q (187589.310000 sec): 3 clusters
  Score: Raw -3015631.596945 + Penalty 4879.615851 = -3010751.981093
  nChanged 10
		SP:Iteration 75Q (187589.610000 sec): 3 clusters
  Score: Raw -3015634.816883 + Penalty 4879.615851 = -3010755.201032
  nChanged 13
		SP:Iteration 76Q (187589.900000 sec): 3 clusters
  Score: Raw -3015638.553006 + Penalty 4879.615851 = -3010758.937155
  nChanged 8
		SP:Iteration 77Q (187590.260000 sec): 3 clusters
  Score: Raw -3015641.672871 + Penalty 4879.615851 = -3010762.057019
  nChanged 11
		SP:Iteration 78Q (187590.590000 sec): 3 clusters
  Score: Raw -3015645.583358 + Penalty 4879.615851 = -3010765.967506
  nChanged 11
		SP:Iteration 79Q (187590.880000 sec): 3 clusters
  Score: Raw -3015648.734075 + Penalty 4879.615851 = -3010769.118224
  nChanged 11
		SP:Iteration 80F (187591.170000 sec): 3 clusters
  Score: Raw -3015652.364657 + Penalty 4879.615851 = -3010772.748806
  nChanged 10
		SP:Iteration 81Q (187591.470000 sec): 3 clusters
  Score: Raw -3015655.715761 + Penalty 4879.615851 = -3010776.099910
  nChanged 13
		SP:Iteration 82Q (187591.800000 sec): 3 clusters
  Score: Raw -3015660.862340 + Penalty 4879.615851 = -3010781.246489
  nChanged 10
		SP:Iteration 83Q (187592.090000 sec): 3 clusters
  Score: Raw -3015664.385693 + Penalty 4879.615851 = -3010784.769841
  nChanged 8
		SP:Iteration 84Q (187592.410000 sec): 3 clusters
  Score: Raw -3015667.216288 + Penalty 4879.615851 = -3010787.600436
  nChanged 12
		SP:Iteration 85Q (187592.740000 sec): 3 clusters
  Score: Raw -3015671.349335 + Penalty 4879.615851 = -3010791.733484
  nChanged 10
		SP:Iteration 86Q (187593.020000 sec): 3 clusters
  Score: Raw -3015673.485668 + Penalty 4879.615851 = -3010793.869817
  nChanged 4
		SP:Iteration 87Q (187593.360000 sec): 3 clusters
  Score: Raw -3015674.765869 + Penalty 4879.615851 = -3010795.150018
  nChanged 4
		SP:Iteration 88Q (187593.700000 sec): 3 clusters
  Score: Raw -3015676.142380 + Penalty 4879.615851 = -3010796.526529
  nChanged 4
		SP:Iteration 89Q (187594.010000 sec): 3 clusters
  Score: Raw -3015677.123892 + Penalty 4879.615851 = -3010797.508041
  nChanged 2
		SP:Iteration 90Q (187594.280000 sec): 3 clusters
  Score: Raw -3015677.467486 + Penalty 4879.615851 = -3010797.851635
  nChanged 0
		SP:Iteration 91F (187594.550000 sec): 3 clusters
  Score: Raw -3015677.467486 + Penalty 4879.615851 = -3010797.851635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 37 (23579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187594.840000 sec): 2 clusters
  Score: Raw -3879459.965685 + Penalty 2496.891718 = -3876963.073967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187595.140000 sec): 3 clusters
  Score: Raw -3865513.149757 + Penalty 4993.783435 = -3860519.366322
  nChanged 10429
		SP:Iteration 1F (187595.460000 sec): 3 clusters
  Score: Raw -3871121.117908 + Penalty 4993.783435 = -3866127.334473
  nChanged 1162
		SP:Iteration 2Q (187595.800000 sec): 3 clusters
  Score: Raw -3871516.235360 + Penalty 4993.783435 = -3866522.451925
  nChanged 1024
		SP:Iteration 3Q (187596.170000 sec): 3 clusters
  Score: Raw -3871845.101766 + Penalty 4993.783435 = -3866851.318331
  nChanged 946
		SP:Iteration 4Q (187596.520000 sec): 3 clusters
  Score: Raw -3872193.133445 + Penalty 4993.783435 = -3867199.350010
  nChanged 983
		SP:Iteration 5Q (187596.820000 sec): 3 clusters
  Score: Raw -3872621.673958 + Penalty 4993.783435 = -3867627.890523
  nChanged 1141
		SP:Iteration 6Q (187597.130000 sec): 3 clusters
  Score: Raw -3873210.810175 + Penalty 4993.783435 = -3868217.026739
  nChanged 1381
		SP:Iteration 7F (187597.430000 sec): 3 clusters
  Score: Raw -3874130.123096 + Penalty 4993.783435 = -3869136.339660
  nChanged 1585
		SP:Iteration 8F (187597.760000 sec): 3 clusters
  Score: Raw -3875370.273635 + Penalty 4993.783435 = -3870376.490200
  nChanged 1567
		SP:Iteration 9F (187598.050000 sec): 3 clusters
  Score: Raw -3876798.425647 + Penalty 4993.783435 = -3871804.642212
  nChanged 1326
		SP:Iteration 10F (187598.380000 sec): 3 clusters
  Score: Raw -3878100.172106 + Penalty 4993.783435 = -3873106.388671
  nChanged 859
		SP:Iteration 11Q (187598.710000 sec): 3 clusters
  Score: Raw -3878939.489386 + Penalty 4993.783435 = -3873945.705951
  nChanged 406
		SP:Iteration 12Q (187599.090000 sec): 3 clusters
  Score: Raw -3879333.868665 + Penalty 4993.783435 = -3874340.085230
  nChanged 180
		SP:Iteration 13Q (187599.390000 sec): 3 clusters
  Score: Raw -3879524.843064 + Penalty 4993.783435 = -3874531.059629
  nChanged 69
		SP:Iteration 14Q (187599.710000 sec): 3 clusters
  Score: Raw -3879613.037624 + Penalty 4993.783435 = -3874619.254189
  nChanged 48
		SP:Iteration 15Q (187600.020000 sec): 3 clusters
  Score: Raw -3879676.916481 + Penalty 4993.783435 = -3874683.133046
  nChanged 28
		SP:Iteration 16Q (187600.260000 sec): 3 clusters
  Score: Raw -3879710.551695 + Penalty 4993.783435 = -3874716.768260
  nChanged 9
		SP:Iteration 17Q (187600.630000 sec): 3 clusters
  Score: Raw -3879720.410482 + Penalty 4993.783435 = -3874726.627047
  nChanged 3
		SP:Iteration 18Q (187600.920000 sec): 3 clusters
  Score: Raw -3879723.199702 + Penalty 4993.783435 = -3874729.416267
  nChanged 1
		SP:Iteration 19Q (187601.270000 sec): 3 clusters
  Score: Raw -3879724.086424 + Penalty 4993.783435 = -3874730.302989
  nChanged 1
		SP:Iteration 20F (187601.570000 sec): 3 clusters
  Score: Raw -3879726.091750 + Penalty 4993.783435 = -3874732.308315
  nChanged 3
		SP:Iteration 21Q (187601.910000 sec): 3 clusters
  Score: Raw -3879729.591585 + Penalty 4993.783435 = -3874735.808150
  nChanged 5
		SP:Iteration 22Q (187602.160000 sec): 3 clusters
  Score: Raw -3879732.908895 + Penalty 4993.783435 = -3874739.125460
  nChanged 3
		SP:Iteration 23Q (187602.460000 sec): 3 clusters
  Score: Raw -3879737.053020 + Penalty 4993.783435 = -3874743.269585
  nChanged 2
		SP:Iteration 24Q (187602.740000 sec): 3 clusters
  Score: Raw -3879738.266232 + Penalty 4993.783435 = -3874744.482797
  nChanged 2
		SP:Iteration 25Q (187603.020000 sec): 3 clusters
  Score: Raw -3879740.232053 + Penalty 4993.783435 = -3874746.448618
  nChanged 0
		SP:Iteration 26F (187603.300000 sec): 3 clusters
  Score: Raw -3879740.232053 + Penalty 4993.783435 = -3874746.448618
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 38 (4743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187603.420000 sec): 2 clusters
  Score: Raw -664025.263115 + Penalty 2099.177431 = -661926.085683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187603.630000 sec): 3 clusters
  Score: Raw -661863.443533 + Penalty 4198.354862 = -657665.088670
  nChanged 1760
		SP:Iteration 1F (187603.820000 sec): 3 clusters
  Score: Raw -663202.060404 + Penalty 4198.354862 = -659003.705541
  nChanged 487
		SP:Iteration 2F (187603.990000 sec): 3 clusters
  Score: Raw -663788.695097 + Penalty 4198.354862 = -659590.340235
  nChanged 377
		SP:Iteration 3F (187604.190000 sec): 3 clusters
  Score: Raw -664234.721530 + Penalty 4198.354862 = -660036.366668
  nChanged 304
		SP:Iteration 4F (187604.400000 sec): 3 clusters
  Score: Raw -664578.093174 + Penalty 4198.354862 = -660379.738311
  nChanged 231
		SP:Iteration 5Q (187604.630000 sec): 3 clusters
  Score: Raw -664766.011161 + Penalty 4198.354862 = -660567.656298
  nChanged 179
		SP:Iteration 6Q (187604.750000 sec): 3 clusters
  Score: Raw -664897.954683 + Penalty 4198.354862 = -660699.599821
  nChanged 136
		SP:Iteration 7Q (187605.010000 sec): 3 clusters
  Score: Raw -664971.759490 + Penalty 4198.354862 = -660773.404628
  nChanged 84
		SP:Iteration 8Q (187605.240000 sec): 3 clusters
  Score: Raw -665014.036391 + Penalty 4198.354862 = -660815.681528
  nChanged 60
		SP:Iteration 9Q (187605.420000 sec): 3 clusters
  Score: Raw -665043.517237 + Penalty 4198.354862 = -660845.162374
  nChanged 52
		SP:Iteration 10Q (187605.620000 sec): 3 clusters
  Score: Raw -665065.849839 + Penalty 4198.354862 = -660867.494977
  nChanged 33
		SP:Iteration 11Q (187605.850000 sec): 3 clusters
  Score: Raw -665075.850238 + Penalty 4198.354862 = -660877.495375
  nChanged 21
		SP:Iteration 12Q (187606.070000 sec): 3 clusters
  Score: Raw -665082.607571 + Penalty 4198.354862 = -660884.252709
  nChanged 15
		SP:Iteration 13Q (187606.300000 sec): 3 clusters
  Score: Raw -665087.365829 + Penalty 4198.354862 = -660889.010966
  nChanged 15
		SP:Iteration 14Q (187606.460000 sec): 3 clusters
  Score: Raw -665091.074621 + Penalty 4198.354862 = -660892.719759
  nChanged 7
		SP:Iteration 15Q (187606.680000 sec): 3 clusters
  Score: Raw -665092.595417 + Penalty 4198.354862 = -660894.240554
  nChanged 4
		SP:Iteration 16Q (187606.850000 sec): 3 clusters
  Score: Raw -665093.543296 + Penalty 4198.354862 = -660895.188434
  nChanged 6
		SP:Iteration 17Q (187607.060000 sec): 3 clusters
  Score: Raw -665095.492758 + Penalty 4198.354862 = -660897.137896
  nChanged 8
		SP:Iteration 18Q (187607.270000 sec): 3 clusters
  Score: Raw -665097.810552 + Penalty 4198.354862 = -660899.455690
  nChanged 5
		SP:Iteration 19Q (187607.440000 sec): 3 clusters
  Score: Raw -665098.989769 + Penalty 4198.354862 = -660900.634906
  nChanged 5
		SP:Iteration 20F (187607.640000 sec): 3 clusters
  Score: Raw -665100.711811 + Penalty 4198.354862 = -660902.356949
  nChanged 8
		SP:Iteration 21Q (187607.770000 sec): 3 clusters
  Score: Raw -665103.375555 + Penalty 4198.354862 = -660905.020693
  nChanged 5
		SP:Iteration 22Q (187607.970000 sec): 3 clusters
  Score: Raw -665104.483500 + Penalty 4198.354862 = -660906.128637
  nChanged 3
		SP:Iteration 23Q (187608.100000 sec): 3 clusters
  Score: Raw -665105.939514 + Penalty 4198.354862 = -660907.584651
  nChanged 6
		SP:Iteration 24Q (187608.340000 sec): 3 clusters
  Score: Raw -665108.070351 + Penalty 4198.354862 = -660909.715489
  nChanged 4
		SP:Iteration 25Q (187608.470000 sec): 3 clusters
  Score: Raw -665108.988586 + Penalty 4198.354862 = -660910.633724
  nChanged 3
		SP:Iteration 26Q (187608.670000 sec): 3 clusters
  Score: Raw -665109.650322 + Penalty 4198.354862 = -660911.295459
  nChanged 1
		SP:Iteration 27Q (187608.790000 sec): 3 clusters
  Score: Raw -665110.597630 + Penalty 4198.354862 = -660912.242767
  nChanged 2
		SP:Iteration 28Q (187608.950000 sec): 3 clusters
  Score: Raw -665110.964284 + Penalty 4198.354862 = -660912.609422
  nChanged 0
		SP:Iteration 29F (187609.130000 sec): 3 clusters
  Score: Raw -665110.964284 + Penalty 4198.354862 = -660912.609422
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 39 (37283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187609.480000 sec): 2 clusters
  Score: Raw -5938001.247728 + Penalty 2610.520599 = -5935390.727129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187609.930000 sec): 3 clusters
  Score: Raw -5915333.773352 + Penalty 5221.041198 = -5910112.732154
  nChanged 17053
		SP:Iteration 1F (187610.420000 sec): 3 clusters
  Score: Raw -5924931.423472 + Penalty 5221.041198 = -5919710.382274
  nChanged 1764
		SP:Iteration 2Q (187610.840000 sec): 3 clusters
  Score: Raw -5925526.441070 + Penalty 5221.041198 = -5920305.399872
  nChanged 1674
		SP:Iteration 3Q (187611.350000 sec): 3 clusters
  Score: Raw -5926189.189859 + Penalty 5221.041198 = -5920968.148661
  nChanged 1832
		SP:Iteration 4Q (187611.750000 sec): 3 clusters
  Score: Raw -5927077.386469 + Penalty 5221.041198 = -5921856.345271
  nChanged 2046
		SP:Iteration 5F (187612.170000 sec): 3 clusters
  Score: Raw -5928276.054634 + Penalty 5221.041198 = -5923055.013436
  nChanged 2284
		SP:Iteration 6F (187612.530000 sec): 3 clusters
  Score: Raw -5929857.522343 + Penalty 5221.041198 = -5924636.481145
  nChanged 2431
		SP:Iteration 7F (187613.000000 sec): 3 clusters
  Score: Raw -5931739.435275 + Penalty 5221.041198 = -5926518.394077
  nChanged 2224
		SP:Iteration 8F (187613.420000 sec): 3 clusters
  Score: Raw -5933639.609987 + Penalty 5221.041198 = -5928418.568789
  nChanged 1858
		SP:Iteration 9Q (187613.890000 sec): 3 clusters
  Score: Raw -5935211.610277 + Penalty 5221.041198 = -5929990.569080
  nChanged 1360
		SP:Iteration 10Q (187614.330000 sec): 3 clusters
  Score: Raw -5936404.344205 + Penalty 5221.041198 = -5931183.303007
  nChanged 894
		SP:Iteration 11Q (187614.760000 sec): 3 clusters
  Score: Raw -5937158.129189 + Penalty 5221.041198 = -5931937.087991
  nChanged 582
		SP:Iteration 12Q (187615.200000 sec): 3 clusters
  Score: Raw -5937677.624215 + Penalty 5221.041198 = -5932456.583017
  nChanged 355
		SP:Iteration 13Q (187615.570000 sec): 3 clusters
  Score: Raw -5938004.836497 + Penalty 5221.041198 = -5932783.795299
  nChanged 255
		SP:Iteration 14Q (187616.010000 sec): 3 clusters
  Score: Raw -5938215.545298 + Penalty 5221.041198 = -5932994.504100
  nChanged 166
		SP:Iteration 15Q (187616.400000 sec): 3 clusters
  Score: Raw -5938346.138547 + Penalty 5221.041198 = -5933125.097349
  nChanged 121
		SP:Iteration 16Q (187616.850000 sec): 3 clusters
  Score: Raw -5938456.864552 + Penalty 5221.041198 = -5933235.823354
  nChanged 100
		SP:Iteration 17Q (187617.330000 sec): 3 clusters
  Score: Raw -5938530.908529 + Penalty 5221.041198 = -5933309.867331
  nChanged 60
		SP:Iteration 18Q (187617.700000 sec): 3 clusters
  Score: Raw -5938572.225608 + Penalty 5221.041198 = -5933351.184410
  nChanged 50
		SP:Iteration 19Q (187618.110000 sec): 3 clusters
  Score: Raw -5938604.893345 + Penalty 5221.041198 = -5933383.852147
  nChanged 38
		SP:Iteration 20F (187618.570000 sec): 3 clusters
  Score: Raw -5938628.181263 + Penalty 5221.041198 = -5933407.140066
  nChanged 28
		SP:Iteration 21Q (187619.040000 sec): 3 clusters
  Score: Raw -5938644.201116 + Penalty 5221.041198 = -5933423.159918
  nChanged 19
		SP:Iteration 22Q (187619.450000 sec): 3 clusters
  Score: Raw -5938653.359620 + Penalty 5221.041198 = -5933432.318422
  nChanged 9
		SP:Iteration 23Q (187619.930000 sec): 3 clusters
  Score: Raw -5938658.783241 + Penalty 5221.041198 = -5933437.742043
  nChanged 13
		SP:Iteration 24Q (187620.350000 sec): 3 clusters
  Score: Raw -5938664.316164 + Penalty 5221.041198 = -5933443.274966
  nChanged 8
		SP:Iteration 25Q (187620.820000 sec): 3 clusters
  Score: Raw -5938668.481415 + Penalty 5221.041198 = -5933447.440217
  nChanged 10
		SP:Iteration 26Q (187621.220000 sec): 3 clusters
  Score: Raw -5938672.975779 + Penalty 5221.041198 = -5933451.934581
  nChanged 6
		SP:Iteration 27Q (187621.660000 sec): 3 clusters
  Score: Raw -5938676.051176 + Penalty 5221.041198 = -5933455.009978
  nChanged 7
		SP:Iteration 28Q (187622.080000 sec): 3 clusters
  Score: Raw -5938678.827031 + Penalty 5221.041198 = -5933457.785833
  nChanged 3
		SP:Iteration 29Q (187622.460000 sec): 3 clusters
  Score: Raw -5938680.052463 + Penalty 5221.041198 = -5933459.011265
  nChanged 4
		SP:Iteration 30Q (187622.880000 sec): 3 clusters
  Score: Raw -5938681.943101 + Penalty 5221.041198 = -5933460.901904
  nChanged 6
		SP:Iteration 31Q (187623.360000 sec): 3 clusters
  Score: Raw -5938684.260692 + Penalty 5221.041198 = -5933463.219494
  nChanged 5
		SP:Iteration 32Q (187623.740000 sec): 3 clusters
  Score: Raw -5938686.419876 + Penalty 5221.041198 = -5933465.378678
  nChanged 6
		SP:Iteration 33Q (187624.090000 sec): 3 clusters
  Score: Raw -5938688.197630 + Penalty 5221.041198 = -5933467.156432
  nChanged 7
		SP:Iteration 34Q (187624.520000 sec): 3 clusters
  Score: Raw -5938691.706979 + Penalty 5221.041198 = -5933470.665781
  nChanged 2
		SP:Iteration 35Q (187624.950000 sec): 3 clusters
  Score: Raw -5938692.439142 + Penalty 5221.041198 = -5933471.397944
  nChanged 1
		SP:Iteration 36Q (187625.360000 sec): 3 clusters
  Score: Raw -5938692.812642 + Penalty 5221.041198 = -5933471.771444
  nChanged 1
		SP:Iteration 37Q (187625.780000 sec): 3 clusters
  Score: Raw -5938693.547079 + Penalty 5221.041198 = -5933472.505881
  nChanged 0
		SP:Iteration 38F (187626.170000 sec): 3 clusters
  Score: Raw -5938693.547079 + Penalty 5221.041198 = -5933472.505881
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 40 (332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187626.270000 sec): 2 clusters
  Score: Raw -37582.612120 + Penalty 1439.673472 = -36142.938648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187626.410000 sec): 3 clusters
  Score: Raw -37957.362453 + Penalty 2879.346945 = -35078.015508
  nChanged 88
		SP:Iteration 1F (187626.590000 sec): 3 clusters
  Score: Raw -38267.210211 + Penalty 2879.346945 = -35387.863266
  nChanged 30
		SP:Iteration 2F (187626.760000 sec): 3 clusters
  Score: Raw -38403.106139 + Penalty 2879.346945 = -35523.759194
  nChanged 12
		SP:Iteration 3Q (187626.890000 sec): 3 clusters
  Score: Raw -38478.916355 + Penalty 2879.346945 = -35599.569410
  nChanged 13
		SP:Iteration 4Q (187627.060000 sec): 3 clusters
  Score: Raw -38523.342656 + Penalty 2879.346945 = -35643.995712
  nChanged 3
		SP:Iteration 5Q (187627.180000 sec): 3 clusters
  Score: Raw -38530.669889 + Penalty 2879.346945 = -35651.322945
  nChanged 1
		SP:Iteration 6Q (187627.340000 sec): 3 clusters
  Score: Raw -38532.849265 + Penalty 2879.346945 = -35653.502320
  nChanged 0
		SP:Iteration 7F (187627.440000 sec): 3 clusters
  Score: Raw -38532.849265 + Penalty 2879.346945 = -35653.502320
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 41 (32617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187627.790000 sec): 2 clusters
  Score: Raw -4842696.062755 + Penalty 2577.362048 = -4840118.700707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187628.270000 sec): 3 clusters
  Score: Raw -4822983.421800 + Penalty 5154.724096 = -4817828.697704
  nChanged 14705
		SP:Iteration 1F (187628.650000 sec): 3 clusters
  Score: Raw -4831246.344715 + Penalty 5154.724096 = -4826091.620618
  nChanged 1782
		SP:Iteration 2F (187629.070000 sec): 3 clusters
  Score: Raw -4832005.704827 + Penalty 5154.724096 = -4826850.980731
  nChanged 1758
		SP:Iteration 3F (187629.500000 sec): 3 clusters
  Score: Raw -4832843.643334 + Penalty 5154.724096 = -4827688.919238
  nChanged 1836
		SP:Iteration 4F (187629.860000 sec): 3 clusters
  Score: Raw -4833783.739462 + Penalty 5154.724096 = -4828629.015366
  nChanged 1829
		SP:Iteration 5F (187630.250000 sec): 3 clusters
  Score: Raw -4834810.608469 + Penalty 5154.724096 = -4829655.884373
  nChanged 1845
		SP:Iteration 6F (187630.740000 sec): 3 clusters
  Score: Raw -4835902.819048 + Penalty 5154.724096 = -4830748.094952
  nChanged 1803
		SP:Iteration 7F (187631.250000 sec): 3 clusters
  Score: Raw -4836961.693323 + Penalty 5154.724096 = -4831806.969226
  nChanged 1637
		SP:Iteration 8F (187631.700000 sec): 3 clusters
  Score: Raw -4837916.938623 + Penalty 5154.724096 = -4832762.214527
  nChanged 1521
		SP:Iteration 9Q (187632.110000 sec): 3 clusters
  Score: Raw -4838757.791531 + Penalty 5154.724096 = -4833603.067435
  nChanged 1270
		SP:Iteration 10Q (187632.520000 sec): 3 clusters
  Score: Raw -4839366.610549 + Penalty 5154.724096 = -4834211.886452
  nChanged 1098
		SP:Iteration 11Q (187632.960000 sec): 3 clusters
  Score: Raw -4839846.086290 + Penalty 5154.724096 = -4834691.362194
  nChanged 851
		SP:Iteration 12Q (187633.420000 sec): 3 clusters
  Score: Raw -4840157.957697 + Penalty 5154.724096 = -4835003.233601
  nChanged 654
		SP:Iteration 13Q (187633.880000 sec): 3 clusters
  Score: Raw -4840361.538930 + Penalty 5154.724096 = -4835206.814834
  nChanged 503
		SP:Iteration 14Q (187634.280000 sec): 3 clusters
  Score: Raw -4840486.274717 + Penalty 5154.724096 = -4835331.550621
  nChanged 393
		SP:Iteration 15Q (187634.700000 sec): 3 clusters
  Score: Raw -4840574.416564 + Penalty 5154.724096 = -4835419.692468
  nChanged 346
		SP:Iteration 16Q (187635.140000 sec): 3 clusters
  Score: Raw -4840644.147425 + Penalty 5154.724096 = -4835489.423329
  nChanged 262
		SP:Iteration 17Q (187635.560000 sec): 3 clusters
  Score: Raw -4840691.098950 + Penalty 5154.724096 = -4835536.374854
  nChanged 221
		SP:Iteration 18Q (187636.030000 sec): 3 clusters
  Score: Raw -4840729.213997 + Penalty 5154.724096 = -4835574.489901
  nChanged 232
		SP:Iteration 19Q (187636.460000 sec): 3 clusters
  Score: Raw -4840769.673317 + Penalty 5154.724096 = -4835614.949221
  nChanged 230
		SP:Iteration 20F (187636.900000 sec): 3 clusters
  Score: Raw -4840807.724921 + Penalty 5154.724096 = -4835653.000824
  nChanged 226
		SP:Iteration 21Q (187637.340000 sec): 3 clusters
  Score: Raw -4840847.585844 + Penalty 5154.724096 = -4835692.861748
  nChanged 226
		SP:Iteration 22Q (187637.760000 sec): 3 clusters
  Score: Raw -4840887.373313 + Penalty 5154.724096 = -4835732.649216
  nChanged 247
		SP:Iteration 23Q (187638.120000 sec): 3 clusters
  Score: Raw -4840933.287423 + Penalty 5154.724096 = -4835778.563327
  nChanged 248
		SP:Iteration 24Q (187638.540000 sec): 3 clusters
  Score: Raw -4840979.012578 + Penalty 5154.724096 = -4835824.288482
  nChanged 234
		SP:Iteration 25Q (187638.970000 sec): 3 clusters
  Score: Raw -4841021.247657 + Penalty 5154.724096 = -4835866.523561
  nChanged 232
		SP:Iteration 26Q (187639.390000 sec): 3 clusters
  Score: Raw -4841064.717619 + Penalty 5154.724096 = -4835909.993522
  nChanged 218
		SP:Iteration 27Q (187639.850000 sec): 3 clusters
  Score: Raw -4841105.752932 + Penalty 5154.724096 = -4835951.028836
  nChanged 229
		SP:Iteration 28Q (187640.260000 sec): 3 clusters
  Score: Raw -4841145.109671 + Penalty 5154.724096 = -4835990.385575
  nChanged 206
		SP:Iteration 29Q (187640.680000 sec): 3 clusters
  Score: Raw -4841182.137931 + Penalty 5154.724096 = -4836027.413835
  nChanged 228
		SP:Iteration 30Q (187641.160000 sec): 3 clusters
  Score: Raw -4841228.542060 + Penalty 5154.724096 = -4836073.817964
  nChanged 261
		SP:Iteration 31Q (187641.550000 sec): 3 clusters
  Score: Raw -4841285.781560 + Penalty 5154.724096 = -4836131.057463
  nChanged 280
		SP:Iteration 32Q (187642.000000 sec): 3 clusters
  Score: Raw -4841349.087807 + Penalty 5154.724096 = -4836194.363711
  nChanged 267
		SP:Iteration 33Q (187642.390000 sec): 3 clusters
  Score: Raw -4841411.826913 + Penalty 5154.724096 = -4836257.102817
  nChanged 280
		SP:Iteration 34Q (187642.850000 sec): 3 clusters
  Score: Raw -4841484.056562 + Penalty 5154.724096 = -4836329.332466
  nChanged 314
		SP:Iteration 35Q (187643.340000 sec): 3 clusters
  Score: Raw -4841565.164963 + Penalty 5154.724096 = -4836410.440867
  nChanged 299
		SP:Iteration 36Q (187643.720000 sec): 3 clusters
  Score: Raw -4841640.968070 + Penalty 5154.724096 = -4836486.243974
  nChanged 306
		SP:Iteration 37Q (187644.130000 sec): 3 clusters
  Score: Raw -4841724.980346 + Penalty 5154.724096 = -4836570.256250
  nChanged 328
		SP:Iteration 38Q (187644.540000 sec): 3 clusters
  Score: Raw -4841821.159112 + Penalty 5154.724096 = -4836666.435016
  nChanged 354
		SP:Iteration 39Q (187644.980000 sec): 3 clusters
  Score: Raw -4841928.937836 + Penalty 5154.724096 = -4836774.213740
  nChanged 344
		SP:Iteration 40F (187645.370000 sec): 3 clusters
  Score: Raw -4842039.502300 + Penalty 5154.724096 = -4836884.778204
  nChanged 348
		SP:Iteration 41Q (187645.750000 sec): 3 clusters
  Score: Raw -4842162.988066 + Penalty 5154.724096 = -4837008.263969
  nChanged 347
		SP:Iteration 42Q (187646.150000 sec): 3 clusters
  Score: Raw -4842293.372639 + Penalty 5154.724096 = -4837138.648543
  nChanged 327
		SP:Iteration 43Q (187646.560000 sec): 3 clusters
  Score: Raw -4842429.873448 + Penalty 5154.724096 = -4837275.149352
  nChanged 332
		SP:Iteration 44Q (187647.040000 sec): 3 clusters
  Score: Raw -4842572.284852 + Penalty 5154.724096 = -4837417.560755
  nChanged 288
		SP:Iteration 45Q (187647.420000 sec): 3 clusters
  Score: Raw -4842700.760046 + Penalty 5154.724096 = -4837546.035949
  nChanged 270
		SP:Iteration 46Q (187647.850000 sec): 3 clusters
  Score: Raw -4842821.269484 + Penalty 5154.724096 = -4837666.545388
  nChanged 244
		SP:Iteration 47Q (187648.200000 sec): 3 clusters
  Score: Raw -4842913.045091 + Penalty 5154.724096 = -4837758.320994
  nChanged 210
		SP:Iteration 48Q (187648.620000 sec): 3 clusters
  Score: Raw -4842993.872508 + Penalty 5154.724096 = -4837839.148411
  nChanged 177
		SP:Iteration 49Q (187649.010000 sec): 3 clusters
  Score: Raw -4843064.409994 + Penalty 5154.724096 = -4837909.685898
  nChanged 153
		SP:Iteration 50Q (187649.400000 sec): 3 clusters
  Score: Raw -4843125.570842 + Penalty 5154.724096 = -4837970.846746
  nChanged 158
		SP:Iteration 51Q (187649.840000 sec): 3 clusters
  Score: Raw -4843182.201879 + Penalty 5154.724096 = -4838027.477783
  nChanged 131
		SP:Iteration 52Q (187650.210000 sec): 3 clusters
  Score: Raw -4843230.191430 + Penalty 5154.724096 = -4838075.467334
  nChanged 114
		SP:Iteration 53Q (187650.550000 sec): 3 clusters
  Score: Raw -4843269.088203 + Penalty 5154.724096 = -4838114.364107
  nChanged 106
		SP:Iteration 54Q (187650.930000 sec): 3 clusters
  Score: Raw -4843305.174860 + Penalty 5154.724096 = -4838150.450764
  nChanged 87
		SP:Iteration 55Q (187651.330000 sec): 3 clusters
  Score: Raw -4843333.257869 + Penalty 5154.724096 = -4838178.533773
  nChanged 78
		SP:Iteration 56Q (187651.750000 sec): 3 clusters
  Score: Raw -4843360.872416 + Penalty 5154.724096 = -4838206.148319
  nChanged 73
		SP:Iteration 57Q (187652.140000 sec): 3 clusters
  Score: Raw -4843385.923849 + Penalty 5154.724096 = -4838231.199752
  nChanged 78
		SP:Iteration 58Q (187652.550000 sec): 3 clusters
  Score: Raw -4843408.364670 + Penalty 5154.724096 = -4838253.640573
  nChanged 60
		SP:Iteration 59Q (187652.950000 sec): 3 clusters
  Score: Raw -4843425.996427 + Penalty 5154.724096 = -4838271.272330
  nChanged 56
		SP:Iteration 60F (187653.330000 sec): 3 clusters
  Score: Raw -4843442.541527 + Penalty 5154.724096 = -4838287.817431
  nChanged 39
		SP:Iteration 61Q (187653.700000 sec): 3 clusters
  Score: Raw -4843452.517453 + Penalty 5154.724096 = -4838297.793357
  nChanged 40
		SP:Iteration 62Q (187654.070000 sec): 3 clusters
  Score: Raw -4843464.485156 + Penalty 5154.724096 = -4838309.761060
  nChanged 38
		SP:Iteration 63Q (187654.510000 sec): 3 clusters
  Score: Raw -4843473.815424 + Penalty 5154.724096 = -4838319.091328
  nChanged 43
		SP:Iteration 64Q (187654.870000 sec): 3 clusters
  Score: Raw -4843488.351254 + Penalty 5154.724096 = -4838333.627157
  nChanged 46
		SP:Iteration 65Q (187655.270000 sec): 3 clusters
  Score: Raw -4843503.779823 + Penalty 5154.724096 = -4838349.055726
  nChanged 38
		SP:Iteration 66Q (187655.640000 sec): 3 clusters
  Score: Raw -4843515.156957 + Penalty 5154.724096 = -4838360.432861
  nChanged 37
		SP:Iteration 67Q (187656.020000 sec): 3 clusters
  Score: Raw -4843528.326844 + Penalty 5154.724096 = -4838373.602747
  nChanged 36
		SP:Iteration 68Q (187656.370000 sec): 3 clusters
  Score: Raw -4843539.184949 + Penalty 5154.724096 = -4838384.460852
  nChanged 28
		SP:Iteration 69Q (187656.790000 sec): 3 clusters
  Score: Raw -4843546.311499 + Penalty 5154.724096 = -4838391.587403
  nChanged 24
		SP:Iteration 70Q (187657.190000 sec): 3 clusters
  Score: Raw -4843551.692868 + Penalty 5154.724096 = -4838396.968772
  nChanged 18
		SP:Iteration 71Q (187657.590000 sec): 3 clusters
  Score: Raw -4843555.092883 + Penalty 5154.724096 = -4838400.368787
  nChanged 11
		SP:Iteration 72Q (187657.980000 sec): 3 clusters
  Score: Raw -4843557.494001 + Penalty 5154.724096 = -4838402.769905
  nChanged 6
		SP:Iteration 73Q (187658.380000 sec): 3 clusters
  Score: Raw -4843558.807109 + Penalty 5154.724096 = -4838404.083013
  nChanged 3
		SP:Iteration 74Q (187658.800000 sec): 3 clusters
  Score: Raw -4843559.017106 + Penalty 5154.724096 = -4838404.293010
  nChanged 0
		SP:Iteration 75F (187659.270000 sec): 3 clusters
  Score: Raw -4843559.017106 + Penalty 5154.724096 = -4838404.293010
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 42 (3066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187659.430000 sec): 2 clusters
  Score: Raw -469649.979158 + Penalty 1990.976007 = -467659.003151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187659.580000 sec): 3 clusters
  Score: Raw -468311.886157 + Penalty 3981.952013 = -464329.934144
  nChanged 1074
		SP:Iteration 1F (187659.720000 sec): 3 clusters
  Score: Raw -468993.955240 + Penalty 3981.952013 = -465012.003226
  nChanged 252
		SP:Iteration 2F (187659.900000 sec): 3 clusters
  Score: Raw -469178.123221 + Penalty 3981.952013 = -465196.171208
  nChanged 178
		SP:Iteration 3F (187660.110000 sec): 3 clusters
  Score: Raw -469339.286811 + Penalty 3981.952013 = -465357.334797
  nChanged 148
		SP:Iteration 4Q (187660.300000 sec): 3 clusters
  Score: Raw -469472.609275 + Penalty 3981.952013 = -465490.657261
  nChanged 139
		SP:Iteration 5Q (187660.480000 sec): 3 clusters
  Score: Raw -469610.015244 + Penalty 3981.952013 = -465628.063231
  nChanged 137
		SP:Iteration 6Q (187660.670000 sec): 3 clusters
  Score: Raw -469745.717968 + Penalty 3981.952013 = -465763.765954
  nChanged 132
		SP:Iteration 7Q (187660.860000 sec): 3 clusters
  Score: Raw -469869.904620 + Penalty 3981.952013 = -465887.952607
  nChanged 111
		SP:Iteration 8Q (187661.020000 sec): 3 clusters
  Score: Raw -469975.453319 + Penalty 3981.952013 = -465993.501305
  nChanged 86
		SP:Iteration 9Q (187661.210000 sec): 3 clusters
  Score: Raw -470048.564903 + Penalty 3981.952013 = -466066.612889
  nChanged 62
		SP:Iteration 10Q (187661.440000 sec): 3 clusters
  Score: Raw -470100.572169 + Penalty 3981.952013 = -466118.620156
  nChanged 51
		SP:Iteration 11Q (187661.610000 sec): 3 clusters
  Score: Raw -470141.374268 + Penalty 3981.952013 = -466159.422255
  nChanged 40
		SP:Iteration 12Q (187661.830000 sec): 3 clusters
  Score: Raw -470168.697064 + Penalty 3981.952013 = -466186.745051
  nChanged 27
		SP:Iteration 13Q (187661.980000 sec): 3 clusters
  Score: Raw -470185.453660 + Penalty 3981.952013 = -466203.501646
  nChanged 15
		SP:Iteration 14Q (187662.210000 sec): 3 clusters
  Score: Raw -470192.480804 + Penalty 3981.952013 = -466210.528791
  nChanged 4
		SP:Iteration 15Q (187662.390000 sec): 3 clusters
  Score: Raw -470194.314709 + Penalty 3981.952013 = -466212.362696
  nChanged 3
		SP:Iteration 16Q (187662.560000 sec): 3 clusters
  Score: Raw -470196.350630 + Penalty 3981.952013 = -466214.398617
  nChanged 8
		SP:Iteration 17Q (187662.740000 sec): 3 clusters
  Score: Raw -470201.287320 + Penalty 3981.952013 = -466219.335306
  nChanged 8
		SP:Iteration 18Q (187662.920000 sec): 3 clusters
  Score: Raw -470204.726590 + Penalty 3981.952013 = -466222.774577
  nChanged 5
		SP:Iteration 19Q (187663.130000 sec): 3 clusters
  Score: Raw -470206.848989 + Penalty 3981.952013 = -466224.896975
  nChanged 2
		SP:Iteration 20F (187663.340000 sec): 3 clusters
  Score: Raw -470207.872587 + Penalty 3981.952013 = -466225.920573
  nChanged 4
		SP:Iteration 21Q (187663.560000 sec): 3 clusters
  Score: Raw -470209.174704 + Penalty 3981.952013 = -466227.222691
  nChanged 3
		SP:Iteration 22Q (187663.730000 sec): 3 clusters
  Score: Raw -470210.190074 + Penalty 3981.952013 = -466228.238061
  nChanged 4
		SP:Iteration 23Q (187663.920000 sec): 3 clusters
  Score: Raw -470212.659117 + Penalty 3981.952013 = -466230.707103
  nChanged 6
		SP:Iteration 24Q (187664.140000 sec): 3 clusters
  Score: Raw -470216.067603 + Penalty 3981.952013 = -466234.115589
  nChanged 14
		SP:Iteration 25Q (187664.310000 sec): 3 clusters
  Score: Raw -470225.006486 + Penalty 3981.952013 = -466243.054472
  nChanged 12
		SP:Iteration 26Q (187664.480000 sec): 3 clusters
  Score: Raw -470234.189099 + Penalty 3981.952013 = -466252.237086
  nChanged 15
		SP:Iteration 27Q (187664.610000 sec): 3 clusters
  Score: Raw -470242.624403 + Penalty 3981.952013 = -466260.672390
  nChanged 14
		SP:Iteration 28Q (187664.740000 sec): 3 clusters
  Score: Raw -470251.920875 + Penalty 3981.952013 = -466269.968862
  nChanged 12
		SP:Iteration 29Q (187664.890000 sec): 3 clusters
  Score: Raw -470259.506508 + Penalty 3981.952013 = -466277.554495
  nChanged 14
		SP:Iteration 30Q (187665.040000 sec): 3 clusters
  Score: Raw -470268.412216 + Penalty 3981.952013 = -466286.460203
  nChanged 17
		SP:Iteration 31Q (187665.230000 sec): 3 clusters
  Score: Raw -470278.839515 + Penalty 3981.952013 = -466296.887502
  nChanged 14
		SP:Iteration 32Q (187665.400000 sec): 3 clusters
  Score: Raw -470288.522278 + Penalty 3981.952013 = -466306.570264
  nChanged 17
		SP:Iteration 33Q (187665.570000 sec): 3 clusters
  Score: Raw -470297.581125 + Penalty 3981.952013 = -466315.629112
  nChanged 24
		SP:Iteration 34Q (187665.750000 sec): 3 clusters
  Score: Raw -470312.266325 + Penalty 3981.952013 = -466330.314312
  nChanged 22
		SP:Iteration 35Q (187665.900000 sec): 3 clusters
  Score: Raw -470328.131065 + Penalty 3981.952013 = -466346.179052
  nChanged 21
		SP:Iteration 36Q (187666.040000 sec): 3 clusters
  Score: Raw -470344.137344 + Penalty 3981.952013 = -466362.185330
  nChanged 22
		SP:Iteration 37Q (187666.220000 sec): 3 clusters
  Score: Raw -470360.717895 + Penalty 3981.952013 = -466378.765882
  nChanged 28
		SP:Iteration 38Q (187666.410000 sec): 3 clusters
  Score: Raw -470381.056556 + Penalty 3981.952013 = -466399.104542
  nChanged 27
		SP:Iteration 39Q (187666.550000 sec): 3 clusters
  Score: Raw -470399.298024 + Penalty 3981.952013 = -466417.346011
  nChanged 31
		SP:Iteration 40F (187666.690000 sec): 3 clusters
  Score: Raw -470420.862960 + Penalty 3981.952013 = -466438.910947
  nChanged 24
		SP:Iteration 41Q (187666.880000 sec): 3 clusters
  Score: Raw -470435.311166 + Penalty 3981.952013 = -466453.359152
  nChanged 23
		SP:Iteration 42Q (187667.080000 sec): 3 clusters
  Score: Raw -470452.190967 + Penalty 3981.952013 = -466470.238954
  nChanged 33
		SP:Iteration 43Q (187667.240000 sec): 3 clusters
  Score: Raw -470480.454313 + Penalty 3981.952013 = -466498.502300
  nChanged 28
		SP:Iteration 44Q (187667.470000 sec): 3 clusters
  Score: Raw -470501.441745 + Penalty 3981.952013 = -466519.489732
  nChanged 30
		SP:Iteration 45Q (187667.670000 sec): 3 clusters
  Score: Raw -470521.231269 + Penalty 3981.952013 = -466539.279255
  nChanged 23
		SP:Iteration 46Q (187667.880000 sec): 3 clusters
  Score: Raw -470534.454925 + Penalty 3981.952013 = -466552.502911
  nChanged 15
		SP:Iteration 47Q (187668.060000 sec): 3 clusters
  Score: Raw -470542.856334 + Penalty 3981.952013 = -466560.904321
  nChanged 16
		SP:Iteration 48Q (187668.280000 sec): 3 clusters
  Score: Raw -470551.532297 + Penalty 3981.952013 = -466569.580284
  nChanged 11
		SP:Iteration 49Q (187668.500000 sec): 3 clusters
  Score: Raw -470556.438693 + Penalty 3981.952013 = -466574.486680
  nChanged 8
		SP:Iteration 50Q (187668.690000 sec): 3 clusters
  Score: Raw -470560.004881 + Penalty 3981.952013 = -466578.052868
  nChanged 2
		SP:Iteration 51Q (187668.820000 sec): 3 clusters
  Score: Raw -470561.113709 + Penalty 3981.952013 = -466579.161695
  nChanged 1
		SP:Iteration 52Q (187668.970000 sec): 3 clusters
  Score: Raw -470561.636142 + Penalty 3981.952013 = -466579.684129
  nChanged 2
		SP:Iteration 53Q (187669.100000 sec): 3 clusters
  Score: Raw -470562.633175 + Penalty 3981.952013 = -466580.681161
  nChanged 2
		SP:Iteration 54Q (187669.250000 sec): 3 clusters
  Score: Raw -470563.588956 + Penalty 3981.952013 = -466581.636943
  nChanged 4
		SP:Iteration 55Q (187669.440000 sec): 3 clusters
  Score: Raw -470565.561302 + Penalty 3981.952013 = -466583.609288
  nChanged 5
		SP:Iteration 56Q (187669.630000 sec): 3 clusters
  Score: Raw -470568.747960 + Penalty 3981.952013 = -466586.795946
  nChanged 2
		SP:Iteration 57Q (187669.790000 sec): 3 clusters
  Score: Raw -470569.936422 + Penalty 3981.952013 = -466587.984409
  nChanged 4
		SP:Iteration 58Q (187669.980000 sec): 3 clusters
  Score: Raw -470572.341847 + Penalty 3981.952013 = -466590.389833
  nChanged 3
		SP:Iteration 59Q (187670.170000 sec): 3 clusters
  Score: Raw -470573.466372 + Penalty 3981.952013 = -466591.514358
  nChanged 3
		SP:Iteration 60F (187670.330000 sec): 3 clusters
  Score: Raw -470574.218660 + Penalty 3981.952013 = -466592.266646
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 43 (23113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187670.650000 sec): 2 clusters
  Score: Raw -3619916.755697 + Penalty 2491.941326 = -3617424.814371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187671.020000 sec): 3 clusters
  Score: Raw -3606383.833426 + Penalty 4983.882652 = -3601399.950773
  nChanged 10269
		SP:Iteration 1F (187671.360000 sec): 3 clusters
  Score: Raw -3611917.550597 + Penalty 4983.882652 = -3606933.667944
  nChanged 1138
		SP:Iteration 2Q (187671.740000 sec): 3 clusters
  Score: Raw -3612272.484679 + Penalty 4983.882652 = -3607288.602026
  nChanged 900
		SP:Iteration 3Q (187672.180000 sec): 3 clusters
  Score: Raw -3612527.119639 + Penalty 4983.882652 = -3607543.236987
  nChanged 740
		SP:Iteration 4Q (187672.610000 sec): 3 clusters
  Score: Raw -3612725.355494 + Penalty 4983.882652 = -3607741.472842
  nChanged 642
		SP:Iteration 5Q (187673.020000 sec): 3 clusters
  Score: Raw -3612893.387331 + Penalty 4983.882652 = -3607909.504679
  nChanged 612
		SP:Iteration 6Q (187673.450000 sec): 3 clusters
  Score: Raw -3613057.284371 + Penalty 4983.882652 = -3608073.401719
  nChanged 641
		SP:Iteration 7Q (187673.870000 sec): 3 clusters
  Score: Raw -3613254.508382 + Penalty 4983.882652 = -3608270.625730
  nChanged 703
		SP:Iteration 8Q (187674.260000 sec): 3 clusters
  Score: Raw -3613505.970801 + Penalty 4983.882652 = -3608522.088148
  nChanged 831
		SP:Iteration 9Q (187674.600000 sec): 3 clusters
  Score: Raw -3613858.419692 + Penalty 4983.882652 = -3608874.537040
  nChanged 999
		SP:Iteration 10Q (187674.910000 sec): 3 clusters
  Score: Raw -3614368.155351 + Penalty 4983.882652 = -3609384.272698
  nChanged 1224
		SP:Iteration 11F (187675.230000 sec): 3 clusters
  Score: Raw -3615123.468450 + Penalty 4983.882652 = -3610139.585798
  nChanged 1393
		SP:Iteration 12F (187675.540000 sec): 3 clusters
  Score: Raw -3616107.519392 + Penalty 4983.882652 = -3611123.636740
  nChanged 1435
		SP:Iteration 13F (187675.860000 sec): 3 clusters
  Score: Raw -3617291.395813 + Penalty 4983.882652 = -3612307.513161
  nChanged 1307
		SP:Iteration 14F (187676.180000 sec): 3 clusters
  Score: Raw -3618502.635901 + Penalty 4983.882652 = -3613518.753248
  nChanged 988
		SP:Iteration 15Q (187676.480000 sec): 3 clusters
  Score: Raw -3619452.916232 + Penalty 4983.882652 = -3614469.033580
  nChanged 571
		SP:Iteration 16Q (187676.820000 sec): 3 clusters
  Score: Raw -3619976.805442 + Penalty 4983.882652 = -3614992.922789
  nChanged 231
		SP:Iteration 17Q (187677.220000 sec): 3 clusters
  Score: Raw -3620158.501777 + Penalty 4983.882652 = -3615174.619125
  nChanged 109
		SP:Iteration 18Q (187677.600000 sec): 3 clusters
  Score: Raw -3620238.265860 + Penalty 4983.882652 = -3615254.383207
  nChanged 65
		SP:Iteration 19Q (187677.960000 sec): 3 clusters
  Score: Raw -3620290.188551 + Penalty 4983.882652 = -3615306.305898
  nChanged 49
		SP:Iteration 20F (187678.240000 sec): 3 clusters
  Score: Raw -3620328.971520 + Penalty 4983.882652 = -3615345.088868
  nChanged 25
		SP:Iteration 21Q (187678.620000 sec): 3 clusters
  Score: Raw -3620349.608080 + Penalty 4983.882652 = -3615365.725428
  nChanged 21
		SP:Iteration 22Q (187678.980000 sec): 3 clusters
  Score: Raw -3620367.441369 + Penalty 4983.882652 = -3615383.558717
  nChanged 15
		SP:Iteration 23Q (187679.400000 sec): 3 clusters
  Score: Raw -3620380.132195 + Penalty 4983.882652 = -3615396.249543
  nChanged 16
		SP:Iteration 24Q (187679.740000 sec): 3 clusters
  Score: Raw -3620397.082887 + Penalty 4983.882652 = -3615413.200235
  nChanged 14
		SP:Iteration 25Q (187680.060000 sec): 3 clusters
  Score: Raw -3620413.777319 + Penalty 4983.882652 = -3615429.894667
  nChanged 10
		SP:Iteration 26Q (187680.280000 sec): 3 clusters
  Score: Raw -3620422.180955 + Penalty 4983.882652 = -3615438.298303
  nChanged 6
		SP:Iteration 27Q (187680.600000 sec): 3 clusters
  Score: Raw -3620427.440517 + Penalty 4983.882652 = -3615443.557864
  nChanged 6
		SP:Iteration 28Q (187680.880000 sec): 3 clusters
  Score: Raw -3620432.138137 + Penalty 4983.882652 = -3615448.255485
  nChanged 2
		SP:Iteration 29Q (187681.150000 sec): 3 clusters
  Score: Raw -3620433.459821 + Penalty 4983.882652 = -3615449.577168
  nChanged 1
		SP:Iteration 30Q (187681.470000 sec): 3 clusters
  Score: Raw -3620433.990415 + Penalty 4983.882652 = -3615450.107762
  nChanged 0
		SP:Iteration 31F (187681.800000 sec): 3 clusters
  Score: Raw -3620433.990415 + Penalty 4983.882652 = -3615450.107762
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 44 (62291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187682.220000 sec): 2 clusters
  Score: Raw -9546740.809791 + Penalty 2737.813914 = -9544002.995877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187682.920000 sec): 3 clusters
  Score: Raw -9507560.580211 + Penalty 5475.627827 = -9502084.952384
  nChanged 28990
		SP:Iteration 1F (187683.570000 sec): 3 clusters
  Score: Raw -9524336.556229 + Penalty 5475.627827 = -9518860.928402
  nChanged 2826
		SP:Iteration 2Q (187684.300000 sec): 3 clusters
  Score: Raw -9525456.953905 + Penalty 5475.627827 = -9519981.326078
  nChanged 3186
		SP:Iteration 3F (187684.920000 sec): 3 clusters
  Score: Raw -9526983.132563 + Penalty 5475.627827 = -9521507.504736
  nChanged 3621
		SP:Iteration 4F (187685.610000 sec): 3 clusters
  Score: Raw -9529145.991328 + Penalty 5475.627827 = -9523670.363501
  nChanged 4269
		SP:Iteration 5F (187686.300000 sec): 3 clusters
  Score: Raw -9532249.369136 + Penalty 5475.627827 = -9526773.741309
  nChanged 4677
		SP:Iteration 6F (187686.920000 sec): 3 clusters
  Score: Raw -9535998.869794 + Penalty 5475.627827 = -9530523.241967
  nChanged 4434
		SP:Iteration 7F (187687.600000 sec): 3 clusters
  Score: Raw -9539791.257507 + Penalty 5475.627827 = -9534315.629680
  nChanged 3652
		SP:Iteration 8F (187688.230000 sec): 3 clusters
  Score: Raw -9542994.942514 + Penalty 5475.627827 = -9537519.314687
  nChanged 2635
		SP:Iteration 9Q (187688.860000 sec): 3 clusters
  Score: Raw -9545187.697618 + Penalty 5475.627827 = -9539712.069791
  nChanged 1671
		SP:Iteration 10Q (187689.500000 sec): 3 clusters
  Score: Raw -9546465.710867 + Penalty 5475.627827 = -9540990.083040
  nChanged 967
		SP:Iteration 11Q (187690.130000 sec): 3 clusters
  Score: Raw -9547134.495439 + Penalty 5475.627827 = -9541658.867612
  nChanged 555
		SP:Iteration 12Q (187690.750000 sec): 3 clusters
  Score: Raw -9547472.230501 + Penalty 5475.627827 = -9541996.602674
  nChanged 316
		SP:Iteration 13Q (187691.370000 sec): 3 clusters
  Score: Raw -9547653.809956 + Penalty 5475.627827 = -9542178.182129
  nChanged 207
		SP:Iteration 14Q (187691.910000 sec): 3 clusters
  Score: Raw -9547768.835437 + Penalty 5475.627827 = -9542293.207610
  nChanged 157
		SP:Iteration 15Q (187692.560000 sec): 3 clusters
  Score: Raw -9547855.194952 + Penalty 5475.627827 = -9542379.567125
  nChanged 129
		SP:Iteration 16Q (187693.160000 sec): 3 clusters
  Score: Raw -9547914.413973 + Penalty 5475.627827 = -9542438.786146
  nChanged 83
		SP:Iteration 17Q (187693.740000 sec): 3 clusters
  Score: Raw -9547948.870497 + Penalty 5475.627827 = -9542473.242670
  nChanged 68
		SP:Iteration 18Q (187694.360000 sec): 3 clusters
  Score: Raw -9547972.081986 + Penalty 5475.627827 = -9542496.454159
  nChanged 45
		SP:Iteration 19Q (187694.940000 sec): 3 clusters
  Score: Raw -9547993.320380 + Penalty 5475.627827 = -9542517.692553
  nChanged 42
		SP:Iteration 20F (187695.620000 sec): 3 clusters
  Score: Raw -9548006.829876 + Penalty 5475.627827 = -9542531.202049
  nChanged 34
		SP:Iteration 21Q (187696.270000 sec): 3 clusters
  Score: Raw -9548017.813540 + Penalty 5475.627827 = -9542542.185713
  nChanged 31
		SP:Iteration 22Q (187696.880000 sec): 3 clusters
  Score: Raw -9548027.541114 + Penalty 5475.627827 = -9542551.913287
  nChanged 29
		SP:Iteration 23Q (187697.550000 sec): 3 clusters
  Score: Raw -9548035.223482 + Penalty 5475.627827 = -9542559.595655
  nChanged 19
		SP:Iteration 24Q (187698.140000 sec): 3 clusters
  Score: Raw -9548042.004622 + Penalty 5475.627827 = -9542566.376795
  nChanged 14
		SP:Iteration 25Q (187698.730000 sec): 3 clusters
  Score: Raw -9548046.829671 + Penalty 5475.627827 = -9542571.201844
  nChanged 15
		SP:Iteration 26Q (187699.240000 sec): 3 clusters
  Score: Raw -9548051.182022 + Penalty 5475.627827 = -9542575.554195
  nChanged 10
		SP:Iteration 27Q (187699.810000 sec): 3 clusters
  Score: Raw -9548053.072984 + Penalty 5475.627827 = -9542577.445157
  nChanged 9
		SP:Iteration 28Q (187700.340000 sec): 3 clusters
  Score: Raw -9548055.223397 + Penalty 5475.627827 = -9542579.595570
  nChanged 7
		SP:Iteration 29Q (187700.900000 sec): 3 clusters
  Score: Raw -9548056.844174 + Penalty 5475.627827 = -9542581.216347
  nChanged 5
		SP:Iteration 30Q (187701.460000 sec): 3 clusters
  Score: Raw -9548057.733849 + Penalty 5475.627827 = -9542582.106022
  nChanged 1
		SP:Iteration 31Q (187702.100000 sec): 3 clusters
  Score: Raw -9548058.015075 + Penalty 5475.627827 = -9542582.387248
  nChanged 0
		SP:Iteration 32F (187702.740000 sec): 3 clusters
  Score: Raw -9548058.015075 + Penalty 5475.627827 = -9542582.387248
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 45 (7017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187702.900000 sec): 2 clusters
  Score: Raw -1096769.413654 + Penalty 2196.310582 = -1094573.103072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187703.140000 sec): 3 clusters
  Score: Raw -1093186.817288 + Penalty 4392.621163 = -1088794.196125
  nChanged 2780
		SP:Iteration 1F (187703.340000 sec): 3 clusters
  Score: Raw -1094720.509074 + Penalty 4392.621163 = -1090327.887911
  nChanged 485
		SP:Iteration 2F (187703.510000 sec): 3 clusters
  Score: Raw -1094997.398484 + Penalty 4392.621163 = -1090604.777320
  nChanged 371
		SP:Iteration 3F (187703.720000 sec): 3 clusters
  Score: Raw -1095196.763834 + Penalty 4392.621163 = -1090804.142671
  nChanged 299
		SP:Iteration 4Q (187703.890000 sec): 3 clusters
  Score: Raw -1095345.667136 + Penalty 4392.621163 = -1090953.045973
  nChanged 299
		SP:Iteration 5Q (187704.090000 sec): 3 clusters
  Score: Raw -1095520.065075 + Penalty 4392.621163 = -1091127.443912
  nChanged 292
		SP:Iteration 6Q (187704.340000 sec): 3 clusters
  Score: Raw -1095708.713886 + Penalty 4392.621163 = -1091316.092723
  nChanged 288
		SP:Iteration 7Q (187704.520000 sec): 3 clusters
  Score: Raw -1095924.932162 + Penalty 4392.621163 = -1091532.310998
  nChanged 319
		SP:Iteration 8Q (187704.770000 sec): 3 clusters
  Score: Raw -1096200.131732 + Penalty 4392.621163 = -1091807.510569
  nChanged 319
		SP:Iteration 9Q (187704.910000 sec): 3 clusters
  Score: Raw -1096494.830678 + Penalty 4392.621163 = -1092102.209515
  nChanged 283
		SP:Iteration 10Q (187705.140000 sec): 3 clusters
  Score: Raw -1096771.598527 + Penalty 4392.621163 = -1092378.977363
  nChanged 243
		SP:Iteration 11Q (187705.340000 sec): 3 clusters
  Score: Raw -1096990.871233 + Penalty 4392.621163 = -1092598.250070
  nChanged 209
		SP:Iteration 12Q (187705.550000 sec): 3 clusters
  Score: Raw -1097145.782049 + Penalty 4392.621163 = -1092753.160885
  nChanged 187
		SP:Iteration 13Q (187705.730000 sec): 3 clusters
  Score: Raw -1097281.450825 + Penalty 4392.621163 = -1092888.829662
  nChanged 164
		SP:Iteration 14Q (187705.940000 sec): 3 clusters
  Score: Raw -1097402.749380 + Penalty 4392.621163 = -1093010.128216
  nChanged 137
		SP:Iteration 15Q (187706.140000 sec): 3 clusters
  Score: Raw -1097478.047193 + Penalty 4392.621163 = -1093085.426030
  nChanged 113
		SP:Iteration 16Q (187706.340000 sec): 3 clusters
  Score: Raw -1097537.116722 + Penalty 4392.621163 = -1093144.495559
  nChanged 84
		SP:Iteration 17Q (187706.540000 sec): 3 clusters
  Score: Raw -1097577.353508 + Penalty 4392.621163 = -1093184.732345
  nChanged 75
		SP:Iteration 18Q (187706.760000 sec): 3 clusters
  Score: Raw -1097606.491403 + Penalty 4392.621163 = -1093213.870240
  nChanged 53
		SP:Iteration 19Q (187706.990000 sec): 3 clusters
  Score: Raw -1097627.907908 + Penalty 4392.621163 = -1093235.286744
  nChanged 40
		SP:Iteration 20F (187707.210000 sec): 3 clusters
  Score: Raw -1097643.483570 + Penalty 4392.621163 = -1093250.862406
  nChanged 43
		SP:Iteration 21Q (187707.430000 sec): 3 clusters
  Score: Raw -1097661.573403 + Penalty 4392.621163 = -1093268.952240
  nChanged 35
		SP:Iteration 22Q (187707.640000 sec): 3 clusters
  Score: Raw -1097674.525149 + Penalty 4392.621163 = -1093281.903985
  nChanged 34
		SP:Iteration 23Q (187707.870000 sec): 3 clusters
  Score: Raw -1097684.776488 + Penalty 4392.621163 = -1093292.155324
  nChanged 24
		SP:Iteration 24Q (187708.050000 sec): 3 clusters
  Score: Raw -1097692.057387 + Penalty 4392.621163 = -1093299.436224
  nChanged 21
		SP:Iteration 25Q (187708.230000 sec): 3 clusters
  Score: Raw -1097699.155177 + Penalty 4392.621163 = -1093306.534014
  nChanged 20
		SP:Iteration 26Q (187708.450000 sec): 3 clusters
  Score: Raw -1097705.327746 + Penalty 4392.621163 = -1093312.706583
  nChanged 21
		SP:Iteration 27Q (187708.580000 sec): 3 clusters
  Score: Raw -1097711.894800 + Penalty 4392.621163 = -1093319.273637
  nChanged 21
		SP:Iteration 28Q (187708.750000 sec): 3 clusters
  Score: Raw -1097719.560306 + Penalty 4392.621163 = -1093326.939142
  nChanged 20
		SP:Iteration 29Q (187708.970000 sec): 3 clusters
  Score: Raw -1097726.763012 + Penalty 4392.621163 = -1093334.141849
  nChanged 16
		SP:Iteration 30Q (187709.170000 sec): 3 clusters
  Score: Raw -1097732.758739 + Penalty 4392.621163 = -1093340.137576
  nChanged 22
		SP:Iteration 31Q (187709.420000 sec): 3 clusters
  Score: Raw -1097741.378102 + Penalty 4392.621163 = -1093348.756938
  nChanged 28
		SP:Iteration 32Q (187709.610000 sec): 3 clusters
  Score: Raw -1097755.207597 + Penalty 4392.621163 = -1093362.586434
  nChanged 48
		SP:Iteration 33Q (187709.770000 sec): 3 clusters
  Score: Raw -1097780.445863 + Penalty 4392.621163 = -1093387.824699
  nChanged 58
		SP:Iteration 34Q (187710.000000 sec): 3 clusters
  Score: Raw -1097812.682164 + Penalty 4392.621163 = -1093420.061001
  nChanged 56
		SP:Iteration 35Q (187710.190000 sec): 3 clusters
  Score: Raw -1097848.388468 + Penalty 4392.621163 = -1093455.767304
  nChanged 60
		SP:Iteration 36Q (187710.380000 sec): 3 clusters
  Score: Raw -1097882.494690 + Penalty 4392.621163 = -1093489.873526
  nChanged 66
		SP:Iteration 37Q (187710.530000 sec): 3 clusters
  Score: Raw -1097917.677073 + Penalty 4392.621163 = -1093525.055910
  nChanged 52
		SP:Iteration 38Q (187710.740000 sec): 3 clusters
  Score: Raw -1097943.134814 + Penalty 4392.621163 = -1093550.513650
  nChanged 52
		SP:Iteration 39Q (187710.990000 sec): 3 clusters
  Score: Raw -1097970.198039 + Penalty 4392.621163 = -1093577.576876
  nChanged 50
		SP:Iteration 40F (187711.190000 sec): 3 clusters
  Score: Raw -1097993.067575 + Penalty 4392.621163 = -1093600.446412
  nChanged 48
		SP:Iteration 41Q (187711.440000 sec): 3 clusters
  Score: Raw -1098013.357080 + Penalty 4392.621163 = -1093620.735917
  nChanged 37
		SP:Iteration 42Q (187711.660000 sec): 3 clusters
  Score: Raw -1098026.241977 + Penalty 4392.621163 = -1093633.620813
  nChanged 27
		SP:Iteration 43Q (187711.890000 sec): 3 clusters
  Score: Raw -1098037.740897 + Penalty 4392.621163 = -1093645.119733
  nChanged 29
		SP:Iteration 44Q (187712.140000 sec): 3 clusters
  Score: Raw -1098052.721848 + Penalty 4392.621163 = -1093660.100684
  nChanged 29
		SP:Iteration 45Q (187712.330000 sec): 3 clusters
  Score: Raw -1098062.806328 + Penalty 4392.621163 = -1093670.185164
  nChanged 25
		SP:Iteration 46Q (187712.590000 sec): 3 clusters
  Score: Raw -1098070.917788 + Penalty 4392.621163 = -1093678.296625
  nChanged 23
		SP:Iteration 47Q (187712.780000 sec): 3 clusters
  Score: Raw -1098077.517147 + Penalty 4392.621163 = -1093684.895984
  nChanged 16
		SP:Iteration 48Q (187712.960000 sec): 3 clusters
  Score: Raw -1098082.364810 + Penalty 4392.621163 = -1093689.743647
  nChanged 18
		SP:Iteration 49Q (187713.140000 sec): 3 clusters
  Score: Raw -1098088.192152 + Penalty 4392.621163 = -1093695.570989
  nChanged 15
		SP:Iteration 50Q (187713.330000 sec): 3 clusters
  Score: Raw -1098093.244586 + Penalty 4392.621163 = -1093700.623423
  nChanged 14
		SP:Iteration 51Q (187713.510000 sec): 3 clusters
  Score: Raw -1098095.826713 + Penalty 4392.621163 = -1093703.205550
  nChanged 5
		SP:Iteration 52Q (187713.660000 sec): 3 clusters
  Score: Raw -1098096.812373 + Penalty 4392.621163 = -1093704.191210
  nChanged 5
		SP:Iteration 53Q (187713.870000 sec): 3 clusters
  Score: Raw -1098097.859648 + Penalty 4392.621163 = -1093705.238485
  nChanged 3
		SP:Iteration 54Q (187714.060000 sec): 3 clusters
  Score: Raw -1098098.452191 + Penalty 4392.621163 = -1093705.831027
  nChanged 4
		SP:Iteration 55Q (187714.250000 sec): 3 clusters
  Score: Raw -1098099.041571 + Penalty 4392.621163 = -1093706.420408
  nChanged 3
		SP:Iteration 56Q (187714.440000 sec): 3 clusters
  Score: Raw -1098099.625941 + Penalty 4392.621163 = -1093707.004777
  nChanged 4
		SP:Iteration 57Q (187714.620000 sec): 3 clusters
  Score: Raw -1098100.855373 + Penalty 4392.621163 = -1093708.234210
  nChanged 7
		SP:Iteration 58Q (187714.810000 sec): 3 clusters
  Score: Raw -1098103.284373 + Penalty 4392.621163 = -1093710.663209
  nChanged 6
		SP:Iteration 59Q (187715.000000 sec): 3 clusters
  Score: Raw -1098104.687720 + Penalty 4392.621163 = -1093712.066556
  nChanged 3
		SP:Iteration 60F (187715.180000 sec): 3 clusters
  Score: Raw -1098105.367815 + Penalty 4392.621163 = -1093712.746652
  nChanged 2
		SP:Iteration 61Q (187715.370000 sec): 3 clusters
  Score: Raw -1098105.588382 + Penalty 4392.621163 = -1093712.967219
  nChanged 0
		SP:Iteration 62F (187715.560000 sec): 3 clusters
  Score: Raw -1098105.588382 + Penalty 4392.621163 = -1093712.967219
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 46 (3165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187715.660000 sec): 2 clusters
  Score: Raw -478480.368897 + Penalty 1998.857267 = -476481.511630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187715.830000 sec): 3 clusters
  Score: Raw -477128.710636 + Penalty 3997.714534 = -473130.996103
  nChanged 1142
		SP:Iteration 1F (187716.010000 sec): 3 clusters
  Score: Raw -477889.480621 + Penalty 3997.714534 = -473891.766087
  nChanged 240
		SP:Iteration 2F (187716.180000 sec): 3 clusters
  Score: Raw -478076.841531 + Penalty 3997.714534 = -474079.126997
  nChanged 162
		SP:Iteration 3F (187716.360000 sec): 3 clusters
  Score: Raw -478200.994868 + Penalty 3997.714534 = -474203.280334
  nChanged 132
		SP:Iteration 4Q (187716.540000 sec): 3 clusters
  Score: Raw -478290.691363 + Penalty 3997.714534 = -474292.976829
  nChanged 101
		SP:Iteration 5Q (187716.710000 sec): 3 clusters
  Score: Raw -478362.071106 + Penalty 3997.714534 = -474364.356572
  nChanged 82
		SP:Iteration 6Q (187716.890000 sec): 3 clusters
  Score: Raw -478420.494013 + Penalty 3997.714534 = -474422.779479
  nChanged 82
		SP:Iteration 7Q (187717.060000 sec): 3 clusters
  Score: Raw -478473.849415 + Penalty 3997.714534 = -474476.134881
  nChanged 70
		SP:Iteration 8Q (187717.240000 sec): 3 clusters
  Score: Raw -478524.171244 + Penalty 3997.714534 = -474526.456710
  nChanged 63
		SP:Iteration 9Q (187717.410000 sec): 3 clusters
  Score: Raw -478557.025257 + Penalty 3997.714534 = -474559.310723
  nChanged 38
		SP:Iteration 10Q (187717.590000 sec): 3 clusters
  Score: Raw -478576.440791 + Penalty 3997.714534 = -474578.726257
  nChanged 40
		SP:Iteration 11Q (187717.760000 sec): 3 clusters
  Score: Raw -478604.051080 + Penalty 3997.714534 = -474606.336546
  nChanged 47
		SP:Iteration 12Q (187717.940000 sec): 3 clusters
  Score: Raw -478631.698978 + Penalty 3997.714534 = -474633.984444
  nChanged 40
		SP:Iteration 13Q (187718.120000 sec): 3 clusters
  Score: Raw -478656.561130 + Penalty 3997.714534 = -474658.846596
  nChanged 37
		SP:Iteration 14Q (187718.290000 sec): 3 clusters
  Score: Raw -478678.226860 + Penalty 3997.714534 = -474680.512326
  nChanged 29
		SP:Iteration 15Q (187718.470000 sec): 3 clusters
  Score: Raw -478692.010653 + Penalty 3997.714534 = -474694.296119
  nChanged 21
		SP:Iteration 16Q (187718.640000 sec): 3 clusters
  Score: Raw -478699.328860 + Penalty 3997.714534 = -474701.614326
  nChanged 16
		SP:Iteration 17Q (187718.820000 sec): 3 clusters
  Score: Raw -478711.262282 + Penalty 3997.714534 = -474713.547748
  nChanged 12
		SP:Iteration 18Q (187719.000000 sec): 3 clusters
  Score: Raw -478718.268936 + Penalty 3997.714534 = -474720.554402
  nChanged 14
		SP:Iteration 19Q (187719.170000 sec): 3 clusters
  Score: Raw -478727.624237 + Penalty 3997.714534 = -474729.909703
  nChanged 12
		SP:Iteration 20F (187719.350000 sec): 3 clusters
  Score: Raw -478732.119575 + Penalty 3997.714534 = -474734.405041
  nChanged 9
		SP:Iteration 21Q (187719.520000 sec): 3 clusters
  Score: Raw -478737.616377 + Penalty 3997.714534 = -474739.901843
  nChanged 16
		SP:Iteration 22Q (187719.700000 sec): 3 clusters
  Score: Raw -478745.231131 + Penalty 3997.714534 = -474747.516597
  nChanged 12
		SP:Iteration 23Q (187719.880000 sec): 3 clusters
  Score: Raw -478749.968162 + Penalty 3997.714534 = -474752.253628
  nChanged 5
		SP:Iteration 24Q (187720.050000 sec): 3 clusters
  Score: Raw -478752.262195 + Penalty 3997.714534 = -474754.547661
  nChanged 6
		SP:Iteration 25Q (187720.230000 sec): 3 clusters
  Score: Raw -478755.037818 + Penalty 3997.714534 = -474757.323284
  nChanged 6
		SP:Iteration 26Q (187720.400000 sec): 3 clusters
  Score: Raw -478758.490735 + Penalty 3997.714534 = -474760.776201
  nChanged 9
		SP:Iteration 27Q (187720.580000 sec): 3 clusters
  Score: Raw -478763.796542 + Penalty 3997.714534 = -474766.082008
  nChanged 15
		SP:Iteration 28Q (187720.760000 sec): 3 clusters
  Score: Raw -478772.542784 + Penalty 3997.714534 = -474774.828250
  nChanged 18
		SP:Iteration 29Q (187720.930000 sec): 3 clusters
  Score: Raw -478779.852401 + Penalty 3997.714534 = -474782.137867
  nChanged 9
		SP:Iteration 30Q (187721.110000 sec): 3 clusters
  Score: Raw -478783.376244 + Penalty 3997.714534 = -474785.661710
  nChanged 6
		SP:Iteration 31Q (187721.280000 sec): 3 clusters
  Score: Raw -478785.144868 + Penalty 3997.714534 = -474787.430335
  nChanged 5
		SP:Iteration 32Q (187721.460000 sec): 3 clusters
  Score: Raw -478787.527380 + Penalty 3997.714534 = -474789.812846
  nChanged 2
		SP:Iteration 33Q (187721.640000 sec): 3 clusters
  Score: Raw -478788.086767 + Penalty 3997.714534 = -474790.372233
  nChanged 3
		SP:Iteration 34Q (187721.810000 sec): 3 clusters
  Score: Raw -478789.864920 + Penalty 3997.714534 = -474792.150386
  nChanged 4
		SP:Iteration 35Q (187721.980000 sec): 3 clusters
  Score: Raw -478793.331500 + Penalty 3997.714534 = -474795.616966
  nChanged 7
		SP:Iteration 36Q (187722.160000 sec): 3 clusters
  Score: Raw -478797.130692 + Penalty 3997.714534 = -474799.416158
  nChanged 11
		SP:Iteration 37Q (187722.340000 sec): 3 clusters
  Score: Raw -478802.851485 + Penalty 3997.714534 = -474805.136951
  nChanged 10
		SP:Iteration 38Q (187722.510000 sec): 3 clusters
  Score: Raw -478806.376364 + Penalty 3997.714534 = -474808.661830
  nChanged 9
		SP:Iteration 39Q (187722.690000 sec): 3 clusters
  Score: Raw -478810.367033 + Penalty 3997.714534 = -474812.652499
  nChanged 12
		SP:Iteration 40F (187722.860000 sec): 3 clusters
  Score: Raw -478818.111791 + Penalty 3997.714534 = -474820.397257
  nChanged 13
		SP:Iteration 41Q (187723.030000 sec): 3 clusters
  Score: Raw -478825.347448 + Penalty 3997.714534 = -474827.632914
  nChanged 9
		SP:Iteration 42Q (187723.220000 sec): 3 clusters
  Score: Raw -478829.835130 + Penalty 3997.714534 = -474832.120597
  nChanged 10
		SP:Iteration 43Q (187723.390000 sec): 3 clusters
  Score: Raw -478834.796407 + Penalty 3997.714534 = -474837.081873
  nChanged 9
		SP:Iteration 44Q (187723.570000 sec): 3 clusters
  Score: Raw -478839.131410 + Penalty 3997.714534 = -474841.416876
  nChanged 13
		SP:Iteration 45Q (187723.740000 sec): 3 clusters
  Score: Raw -478843.635221 + Penalty 3997.714534 = -474845.920688
  nChanged 9
		SP:Iteration 46Q (187723.920000 sec): 3 clusters
  Score: Raw -478848.836639 + Penalty 3997.714534 = -474851.122105
  nChanged 7
		SP:Iteration 47Q (187724.100000 sec): 3 clusters
  Score: Raw -478852.171369 + Penalty 3997.714534 = -474854.456835
  nChanged 7
		SP:Iteration 48Q (187724.270000 sec): 3 clusters
  Score: Raw -478855.025168 + Penalty 3997.714534 = -474857.310634
  nChanged 6
		SP:Iteration 49Q (187724.450000 sec): 3 clusters
  Score: Raw -478857.715578 + Penalty 3997.714534 = -474860.001044
  nChanged 4
		SP:Iteration 50Q (187724.620000 sec): 3 clusters
  Score: Raw -478859.892491 + Penalty 3997.714534 = -474862.177957
  nChanged 6
		SP:Iteration 51Q (187724.800000 sec): 3 clusters
  Score: Raw -478861.878527 + Penalty 3997.714534 = -474864.163993
  nChanged 6
		SP:Iteration 52Q (187724.980000 sec): 3 clusters
  Score: Raw -478865.072993 + Penalty 3997.714534 = -474867.358459
  nChanged 9
		SP:Iteration 53Q (187725.150000 sec): 3 clusters
  Score: Raw -478871.101322 + Penalty 3997.714534 = -474873.386788
  nChanged 8
		SP:Iteration 54Q (187725.360000 sec): 3 clusters
  Score: Raw -478874.078100 + Penalty 3997.714534 = -474876.363566
  nChanged 6
		SP:Iteration 55Q (187725.500000 sec): 3 clusters
  Score: Raw -478877.346428 + Penalty 3997.714534 = -474879.631894
  nChanged 6
		SP:Iteration 56Q (187725.700000 sec): 3 clusters
  Score: Raw -478880.979537 + Penalty 3997.714534 = -474883.265003
  nChanged 7
		SP:Iteration 57Q (187725.830000 sec): 3 clusters
  Score: Raw -478884.613255 + Penalty 3997.714534 = -474886.898721
  nChanged 5
		SP:Iteration 58Q (187726.050000 sec): 3 clusters
  Score: Raw -478886.945506 + Penalty 3997.714534 = -474889.230972
  nChanged 3
		SP:Iteration 59Q (187726.190000 sec): 3 clusters
  Score: Raw -478887.968714 + Penalty 3997.714534 = -474890.254180
  nChanged 3
		SP:Iteration 60F (187726.350000 sec): 3 clusters
  Score: Raw -478889.121781 + Penalty 3997.714534 = -474891.407247
  nChanged 2
		SP:Iteration 61Q (187726.510000 sec): 3 clusters
  Score: Raw -478889.489786 + Penalty 3997.714534 = -474891.775252
  nChanged 1
		SP:Iteration 62Q (187726.670000 sec): 3 clusters
  Score: Raw -478889.951526 + Penalty 3997.714534 = -474892.236992
  nChanged 0
		SP:Iteration 63F (187726.830000 sec): 3 clusters
  Score: Raw -478889.951526 + Penalty 3997.714534 = -474892.236992
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 47 (3678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187726.930000 sec): 2 clusters
  Score: Raw -582747.515942 + Penalty 2036.110852 = -580711.405089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187727.100000 sec): 3 clusters
  Score: Raw -581128.931591 + Penalty 4072.221705 = -577056.709886
  nChanged 1305
		SP:Iteration 1F (187727.270000 sec): 3 clusters
  Score: Raw -581927.685350 + Penalty 4072.221705 = -577855.463645
  nChanged 272
		SP:Iteration 2F (187727.450000 sec): 3 clusters
  Score: Raw -582112.969949 + Penalty 4072.221705 = -578040.748244
  nChanged 176
		SP:Iteration 3Q (187727.620000 sec): 3 clusters
  Score: Raw -582217.933673 + Penalty 4072.221705 = -578145.711968
  nChanged 121
		SP:Iteration 4Q (187727.800000 sec): 3 clusters
  Score: Raw -582291.569404 + Penalty 4072.221705 = -578219.347699
  nChanged 90
		SP:Iteration 5Q (187727.970000 sec): 3 clusters
  Score: Raw -582342.323442 + Penalty 4072.221705 = -578270.101737
  nChanged 83
		SP:Iteration 6Q (187728.150000 sec): 3 clusters
  Score: Raw -582387.706457 + Penalty 4072.221705 = -578315.484752
  nChanged 74
		SP:Iteration 7Q (187728.320000 sec): 3 clusters
  Score: Raw -582424.285908 + Penalty 4072.221705 = -578352.064204
  nChanged 64
		SP:Iteration 8Q (187728.500000 sec): 3 clusters
  Score: Raw -582461.317513 + Penalty 4072.221705 = -578389.095808
  nChanged 63
		SP:Iteration 9Q (187728.670000 sec): 3 clusters
  Score: Raw -582494.866300 + Penalty 4072.221705 = -578422.644595
  nChanged 67
		SP:Iteration 10Q (187728.840000 sec): 3 clusters
  Score: Raw -582529.115672 + Penalty 4072.221705 = -578456.893967
  nChanged 58
		SP:Iteration 11Q (187729.020000 sec): 3 clusters
  Score: Raw -582560.836651 + Penalty 4072.221705 = -578488.614946
  nChanged 54
		SP:Iteration 12Q (187729.200000 sec): 3 clusters
  Score: Raw -582589.630997 + Penalty 4072.221705 = -578517.409292
  nChanged 54
		SP:Iteration 13Q (187729.370000 sec): 3 clusters
  Score: Raw -582614.193102 + Penalty 4072.221705 = -578541.971397
  nChanged 45
		SP:Iteration 14Q (187729.540000 sec): 3 clusters
  Score: Raw -582634.697644 + Penalty 4072.221705 = -578562.475939
  nChanged 35
		SP:Iteration 15Q (187729.760000 sec): 3 clusters
  Score: Raw -582649.843163 + Penalty 4072.221705 = -578577.621458
  nChanged 21
		SP:Iteration 16Q (187729.940000 sec): 3 clusters
  Score: Raw -582658.962407 + Penalty 4072.221705 = -578586.740703
  nChanged 14
		SP:Iteration 17Q (187730.110000 sec): 3 clusters
  Score: Raw -582666.120377 + Penalty 4072.221705 = -578593.898672
  nChanged 15
		SP:Iteration 18Q (187730.290000 sec): 3 clusters
  Score: Raw -582672.931095 + Penalty 4072.221705 = -578600.709390
  nChanged 23
		SP:Iteration 19Q (187730.460000 sec): 3 clusters
  Score: Raw -582683.808441 + Penalty 4072.221705 = -578611.586736
  nChanged 26
		SP:Iteration 20F (187730.640000 sec): 3 clusters
  Score: Raw -582697.532804 + Penalty 4072.221705 = -578625.311099
  nChanged 18
		SP:Iteration 21Q (187730.810000 sec): 3 clusters
  Score: Raw -582706.342856 + Penalty 4072.221705 = -578634.121151
  nChanged 21
		SP:Iteration 22Q (187730.990000 sec): 3 clusters
  Score: Raw -582715.923365 + Penalty 4072.221705 = -578643.701660
  nChanged 26
		SP:Iteration 23Q (187731.160000 sec): 3 clusters
  Score: Raw -582729.347194 + Penalty 4072.221705 = -578657.125489
  nChanged 20
		SP:Iteration 24Q (187731.340000 sec): 3 clusters
  Score: Raw -582737.324316 + Penalty 4072.221705 = -578665.102611
  nChanged 16
		SP:Iteration 25Q (187731.520000 sec): 3 clusters
  Score: Raw -582746.739984 + Penalty 4072.221705 = -578674.518279
  nChanged 19
		SP:Iteration 26Q (187731.690000 sec): 3 clusters
  Score: Raw -582753.228941 + Penalty 4072.221705 = -578681.007236
  nChanged 14
		SP:Iteration 27Q (187731.860000 sec): 3 clusters
  Score: Raw -582757.960713 + Penalty 4072.221705 = -578685.739008
  nChanged 10
		SP:Iteration 28Q (187732.040000 sec): 3 clusters
  Score: Raw -582761.796419 + Penalty 4072.221705 = -578689.574714
  nChanged 9
		SP:Iteration 29Q (187732.220000 sec): 3 clusters
  Score: Raw -582765.505640 + Penalty 4072.221705 = -578693.283935
  nChanged 8
		SP:Iteration 30Q (187732.390000 sec): 3 clusters
  Score: Raw -582769.867115 + Penalty 4072.221705 = -578697.645410
  nChanged 17
		SP:Iteration 31Q (187732.560000 sec): 3 clusters
  Score: Raw -582778.162510 + Penalty 4072.221705 = -578705.940805
  nChanged 14
		SP:Iteration 32Q (187732.740000 sec): 3 clusters
  Score: Raw -582784.850149 + Penalty 4072.221705 = -578712.628444
  nChanged 15
		SP:Iteration 33Q (187732.920000 sec): 3 clusters
  Score: Raw -582794.246753 + Penalty 4072.221705 = -578722.025048
  nChanged 15
		SP:Iteration 34Q (187733.090000 sec): 3 clusters
  Score: Raw -582802.048736 + Penalty 4072.221705 = -578729.827031
  nChanged 11
		SP:Iteration 35Q (187733.270000 sec): 3 clusters
  Score: Raw -582807.419121 + Penalty 4072.221705 = -578735.197416
  nChanged 10
		SP:Iteration 36Q (187733.440000 sec): 3 clusters
  Score: Raw -582810.839580 + Penalty 4072.221705 = -578738.617875
  nChanged 8
		SP:Iteration 37Q (187733.620000 sec): 3 clusters
  Score: Raw -582814.555526 + Penalty 4072.221705 = -578742.333821
  nChanged 11
		SP:Iteration 38Q (187733.790000 sec): 3 clusters
  Score: Raw -582819.700769 + Penalty 4072.221705 = -578747.479064
  nChanged 10
		SP:Iteration 39Q (187733.960000 sec): 3 clusters
  Score: Raw -582823.716066 + Penalty 4072.221705 = -578751.494361
  nChanged 6
		SP:Iteration 40F (187734.140000 sec): 3 clusters
  Score: Raw -582825.682520 + Penalty 4072.221705 = -578753.460815
  nChanged 5
		SP:Iteration 41Q (187734.320000 sec): 3 clusters
  Score: Raw -582827.728183 + Penalty 4072.221705 = -578755.506478
  nChanged 5
		SP:Iteration 42Q (187734.490000 sec): 3 clusters
  Score: Raw -582830.201635 + Penalty 4072.221705 = -578757.979930
  nChanged 2
		SP:Iteration 43Q (187734.660000 sec): 3 clusters
  Score: Raw -582830.962912 + Penalty 4072.221705 = -578758.741207
  nChanged 3
		SP:Iteration 44Q (187734.840000 sec): 3 clusters
  Score: Raw -582831.784515 + Penalty 4072.221705 = -578759.562810
  nChanged 1
		SP:Iteration 45Q (187735.020000 sec): 3 clusters
  Score: Raw -582832.320191 + Penalty 4072.221705 = -578760.098486
  nChanged 1
		SP:Iteration 46Q (187735.190000 sec): 3 clusters
  Score: Raw -582832.754821 + Penalty 4072.221705 = -578760.533117
  nChanged 2
		SP:Iteration 47Q (187735.360000 sec): 3 clusters
  Score: Raw -582834.032683 + Penalty 4072.221705 = -578761.810978
  nChanged 4
		SP:Iteration 48Q (187735.540000 sec): 3 clusters
  Score: Raw -582835.224205 + Penalty 4072.221705 = -578763.002500
  nChanged 4
		SP:Iteration 49Q (187735.720000 sec): 3 clusters
  Score: Raw -582837.563502 + Penalty 4072.221705 = -578765.341797
  nChanged 7
		SP:Iteration 50Q (187735.890000 sec): 3 clusters
  Score: Raw -582841.689776 + Penalty 4072.221705 = -578769.468071
  nChanged 10
		SP:Iteration 51Q (187736.070000 sec): 3 clusters
  Score: Raw -582846.476762 + Penalty 4072.221705 = -578774.255057
  nChanged 12
		SP:Iteration 52Q (187736.250000 sec): 3 clusters
  Score: Raw -582851.577694 + Penalty 4072.221705 = -578779.355989
  nChanged 7
		SP:Iteration 53Q (187736.420000 sec): 3 clusters
  Score: Raw -582855.459912 + Penalty 4072.221705 = -578783.238207
  nChanged 11
		SP:Iteration 54Q (187736.590000 sec): 3 clusters
  Score: Raw -582862.903869 + Penalty 4072.221705 = -578790.682164
  nChanged 14
		SP:Iteration 55Q (187736.770000 sec): 3 clusters
  Score: Raw -582870.211185 + Penalty 4072.221705 = -578797.989480
  nChanged 18
		SP:Iteration 56Q (187736.940000 sec): 3 clusters
  Score: Raw -582879.318412 + Penalty 4072.221705 = -578807.096707
  nChanged 15
		SP:Iteration 57Q (187737.120000 sec): 3 clusters
  Score: Raw -582888.220120 + Penalty 4072.221705 = -578815.998415
  nChanged 13
		SP:Iteration 58Q (187737.290000 sec): 3 clusters
  Score: Raw -582894.653687 + Penalty 4072.221705 = -578822.431982
  nChanged 11
		SP:Iteration 59Q (187737.470000 sec): 3 clusters
  Score: Raw -582899.195333 + Penalty 4072.221705 = -578826.973628
  nChanged 6
		SP:Iteration 60F (187737.640000 sec): 3 clusters
  Score: Raw -582902.822431 + Penalty 4072.221705 = -578830.600726
  nChanged 11
		SP:Iteration 61Q (187737.810000 sec): 3 clusters
  Score: Raw -582909.732326 + Penalty 4072.221705 = -578837.510621
  nChanged 8
		SP:Iteration 62Q (187737.990000 sec): 3 clusters
  Score: Raw -582913.343175 + Penalty 4072.221705 = -578841.121470
  nChanged 4
		SP:Iteration 63Q (187738.170000 sec): 3 clusters
  Score: Raw -582914.744063 + Penalty 4072.221705 = -578842.522358
  nChanged 2
		SP:Iteration 64Q (187738.340000 sec): 3 clusters
  Score: Raw -582915.603146 + Penalty 4072.221705 = -578843.381441
  nChanged 2
		SP:Iteration 65Q (187738.520000 sec): 3 clusters
  Score: Raw -582916.960250 + Penalty 4072.221705 = -578844.738545
  nChanged 5
		SP:Iteration 66Q (187738.690000 sec): 3 clusters
  Score: Raw -582918.759274 + Penalty 4072.221705 = -578846.537569
  nChanged 7
		SP:Iteration 67Q (187738.870000 sec): 3 clusters
  Score: Raw -582920.592148 + Penalty 4072.221705 = -578848.370443
  nChanged 3
		SP:Iteration 68Q (187739.040000 sec): 3 clusters
  Score: Raw -582922.862912 + Penalty 4072.221705 = -578850.641207
  nChanged 5
		SP:Iteration 69Q (187739.220000 sec): 3 clusters
  Score: Raw -582925.386254 + Penalty 4072.221705 = -578853.164549
  nChanged 7
		SP:Iteration 70Q (187739.390000 sec): 3 clusters
  Score: Raw -582928.528289 + Penalty 4072.221705 = -578856.306584
  nChanged 8
		SP:Iteration 71Q (187739.640000 sec): 3 clusters
  Score: Raw -582934.651303 + Penalty 4072.221705 = -578862.429598
  nChanged 21
		SP:Iteration 72Q (187739.910000 sec): 3 clusters
  Score: Raw -582947.935873 + Penalty 4072.221705 = -578875.714168
  nChanged 21
		SP:Iteration 73Q (187740.140000 sec): 3 clusters
  Score: Raw -582961.706420 + Penalty 4072.221705 = -578889.484715
  nChanged 21
		SP:Iteration 74Q (187740.380000 sec): 3 clusters
  Score: Raw -582973.480014 + Penalty 4072.221705 = -578901.258309
  nChanged 21
		SP:Iteration 75Q (187740.660000 sec): 3 clusters
  Score: Raw -582987.474786 + Penalty 4072.221705 = -578915.253081
  nChanged 21
		SP:Iteration 76Q (187740.870000 sec): 3 clusters
  Score: Raw -583000.160690 + Penalty 4072.221705 = -578927.938985
  nChanged 16
		SP:Iteration 77Q (187741.050000 sec): 3 clusters
  Score: Raw -583012.460767 + Penalty 4072.221705 = -578940.239062
  nChanged 19
		SP:Iteration 78Q (187741.230000 sec): 3 clusters
  Score: Raw -583024.088929 + Penalty 4072.221705 = -578951.867224
  nChanged 20
		SP:Iteration 79Q (187741.410000 sec): 3 clusters
  Score: Raw -583037.419875 + Penalty 4072.221705 = -578965.198170
  nChanged 27
		SP:Iteration 80F (187741.630000 sec): 3 clusters
  Score: Raw -583059.943091 + Penalty 4072.221705 = -578987.721386
  nChanged 32
		SP:Iteration 81Q (187741.910000 sec): 3 clusters
  Score: Raw -583083.940291 + Penalty 4072.221705 = -579011.718586
  nChanged 28
		SP:Iteration 82Q (187742.060000 sec): 3 clusters
  Score: Raw -583098.615197 + Penalty 4072.221705 = -579026.393492
  nChanged 22
		SP:Iteration 83Q (187742.320000 sec): 3 clusters
  Score: Raw -583113.241291 + Penalty 4072.221705 = -579041.019586
  nChanged 18
		SP:Iteration 84Q (187742.560000 sec): 3 clusters
  Score: Raw -583129.034662 + Penalty 4072.221705 = -579056.812957
  nChanged 20
		SP:Iteration 85Q (187742.730000 sec): 3 clusters
  Score: Raw -583142.263004 + Penalty 4072.221705 = -579070.041299
  nChanged 18
		SP:Iteration 86Q (187742.920000 sec): 3 clusters
  Score: Raw -583153.951684 + Penalty 4072.221705 = -579081.729980
  nChanged 14
		SP:Iteration 87Q (187743.160000 sec): 3 clusters
  Score: Raw -583166.339220 + Penalty 4072.221705 = -579094.117515
  nChanged 14
		SP:Iteration 88Q (187743.370000 sec): 3 clusters
  Score: Raw -583172.926491 + Penalty 4072.221705 = -579100.704786
  nChanged 15
		SP:Iteration 89Q (187743.550000 sec): 3 clusters
  Score: Raw -583180.308152 + Penalty 4072.221705 = -579108.086447
  nChanged 14
		SP:Iteration 90Q (187743.740000 sec): 3 clusters
  Score: Raw -583188.316990 + Penalty 4072.221705 = -579116.095285
  nChanged 11
		SP:Iteration 91Q (187743.890000 sec): 3 clusters
  Score: Raw -583192.960853 + Penalty 4072.221705 = -579120.739148
  nChanged 7
		SP:Iteration 92Q (187744.100000 sec): 3 clusters
  Score: Raw -583196.074587 + Penalty 4072.221705 = -579123.852882
  nChanged 5
		SP:Iteration 93Q (187744.280000 sec): 3 clusters
  Score: Raw -583198.191597 + Penalty 4072.221705 = -579125.969892
  nChanged 4
		SP:Iteration 94Q (187744.460000 sec): 3 clusters
  Score: Raw -583200.035091 + Penalty 4072.221705 = -579127.813386
  nChanged 3
		SP:Iteration 95Q (187744.660000 sec): 3 clusters
  Score: Raw -583200.918860 + Penalty 4072.221705 = -579128.697155
  nChanged 4
		SP:Iteration 96Q (187744.930000 sec): 3 clusters
  Score: Raw -583202.433371 + Penalty 4072.221705 = -579130.211666
  nChanged 6
		SP:Iteration 97Q (187745.150000 sec): 3 clusters
  Score: Raw -583205.481747 + Penalty 4072.221705 = -579133.260042
  nChanged 7
		SP:Iteration 98Q (187745.350000 sec): 3 clusters
  Score: Raw -583208.851635 + Penalty 4072.221705 = -579136.629930
  nChanged 5
		SP:Iteration 99Q (187745.510000 sec): 3 clusters
  Score: Raw -583210.981009 + Penalty 4072.221705 = -579138.759304
  nChanged 3
		SP:Iteration 100F (187745.690000 sec): 3 clusters
  Score: Raw -583212.268014 + Penalty 4072.221705 = -579140.046309
  nChanged 6
		SP:Iteration 101Q (187745.880000 sec): 3 clusters
  Score: Raw -583216.087984 + Penalty 4072.221705 = -579143.866279
  nChanged 4
		SP:Iteration 102Q (187746.060000 sec): 3 clusters
  Score: Raw -583217.934031 + Penalty 4072.221705 = -579145.712326
  nChanged 6
		SP:Iteration 103Q (187746.230000 sec): 3 clusters
  Score: Raw -583221.175856 + Penalty 4072.221705 = -579148.954151
  nChanged 8
		SP:Iteration 104Q (187746.380000 sec): 3 clusters
  Score: Raw -583225.035248 + Penalty 4072.221705 = -579152.813543
  nChanged 5
		SP:Iteration 105Q (187746.520000 sec): 3 clusters
  Score: Raw -583226.872719 + Penalty 4072.221705 = -579154.651014
  nChanged 5
		SP:Iteration 106Q (187746.670000 sec): 3 clusters
  Score: Raw -583231.961201 + Penalty 4072.221705 = -579159.739496
  nChanged 10
		SP:Iteration 107Q (187746.810000 sec): 3 clusters
  Score: Raw -583239.402697 + Penalty 4072.221705 = -579167.180992
  nChanged 7
		SP:Iteration 108Q (187746.960000 sec): 3 clusters
  Score: Raw -583243.612720 + Penalty 4072.221705 = -579171.391015
  nChanged 7
		SP:Iteration 109Q (187747.100000 sec): 3 clusters
  Score: Raw -583248.377228 + Penalty 4072.221705 = -579176.155523
  nChanged 4
		SP:Iteration 110Q (187747.240000 sec): 3 clusters
  Score: Raw -583250.201450 + Penalty 4072.221705 = -579177.979745
  nChanged 3
		SP:Iteration 111Q (187747.440000 sec): 3 clusters
  Score: Raw -583251.319032 + Penalty 4072.221705 = -579179.097327
  nChanged 3
		SP:Iteration 112Q (187747.620000 sec): 3 clusters
  Score: Raw -583252.272644 + Penalty 4072.221705 = -579180.050939
  nChanged 4
		SP:Iteration 113Q (187747.760000 sec): 3 clusters
  Score: Raw -583254.136213 + Penalty 4072.221705 = -579181.914508
  nChanged 5
		SP:Iteration 114Q (187747.900000 sec): 3 clusters
  Score: Raw -583256.103195 + Penalty 4072.221705 = -579183.881490
  nChanged 4
		SP:Iteration 115Q (187748.040000 sec): 3 clusters
  Score: Raw -583258.047755 + Penalty 4072.221705 = -579185.826050
  nChanged 4
		SP:Iteration 116Q (187748.220000 sec): 3 clusters
  Score: Raw -583259.971159 + Penalty 4072.221705 = -579187.749454
  nChanged 3
		SP:Iteration 117Q (187748.400000 sec): 3 clusters
  Score: Raw -583261.278177 + Penalty 4072.221705 = -579189.056472
  nChanged 1
		SP:Iteration 118Q (187748.600000 sec): 3 clusters
  Score: Raw -583261.582984 + Penalty 4072.221705 = -579189.361279
  nChanged 2
		SP:Iteration 119Q (187748.740000 sec): 3 clusters
  Score: Raw -583262.173349 + Penalty 4072.221705 = -579189.951644
  nChanged 2
		SP:Iteration 120F (187748.980000 sec): 3 clusters
  Score: Raw -583263.094716 + Penalty 4072.221705 = -579190.873011
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 48 (5031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187749.110000 sec): 2 clusters
  Score: Raw -753109.082159 + Penalty 2113.796765 = -750995.285394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187749.330000 sec): 3 clusters
  Score: Raw -750657.215428 + Penalty 4227.593529 = -746429.621899
  nChanged 1936
		SP:Iteration 1F (187749.560000 sec): 3 clusters
  Score: Raw -751766.208696 + Penalty 4227.593529 = -747538.615167
  nChanged 422
		SP:Iteration 2F (187749.780000 sec): 3 clusters
  Score: Raw -752044.745441 + Penalty 4227.593529 = -747817.151912
  nChanged 303
		SP:Iteration 3F (187750.020000 sec): 3 clusters
  Score: Raw -752221.912917 + Penalty 4227.593529 = -747994.319388
  nChanged 194
		SP:Iteration 4Q (187750.200000 sec): 3 clusters
  Score: Raw -752327.643915 + Penalty 4227.593529 = -748100.050386
  nChanged 144
		SP:Iteration 5Q (187750.460000 sec): 3 clusters
  Score: Raw -752403.077709 + Penalty 4227.593529 = -748175.484180
  nChanged 120
		SP:Iteration 6Q (187750.700000 sec): 3 clusters
  Score: Raw -752459.745566 + Penalty 4227.593529 = -748232.152037
  nChanged 98
		SP:Iteration 7Q (187750.900000 sec): 3 clusters
  Score: Raw -752506.452972 + Penalty 4227.593529 = -748278.859443
  nChanged 97
		SP:Iteration 8Q (187751.160000 sec): 3 clusters
  Score: Raw -752543.842567 + Penalty 4227.593529 = -748316.249038
  nChanged 85
		SP:Iteration 9Q (187751.340000 sec): 3 clusters
  Score: Raw -752580.355365 + Penalty 4227.593529 = -748352.761836
  nChanged 79
		SP:Iteration 10Q (187751.560000 sec): 3 clusters
  Score: Raw -752609.417646 + Penalty 4227.593529 = -748381.824117
  nChanged 60
		SP:Iteration 11Q (187751.810000 sec): 3 clusters
  Score: Raw -752633.323585 + Penalty 4227.593529 = -748405.730056
  nChanged 62
		SP:Iteration 12Q (187752.020000 sec): 3 clusters
  Score: Raw -752659.176840 + Penalty 4227.593529 = -748431.583310
  nChanged 67
		SP:Iteration 13Q (187752.190000 sec): 3 clusters
  Score: Raw -752688.353829 + Penalty 4227.593529 = -748460.760300
  nChanged 70
		SP:Iteration 14Q (187752.430000 sec): 3 clusters
  Score: Raw -752721.633574 + Penalty 4227.593529 = -748494.040045
  nChanged 91
		SP:Iteration 15Q (187752.560000 sec): 3 clusters
  Score: Raw -752763.180073 + Penalty 4227.593529 = -748535.586544
  nChanged 72
		SP:Iteration 16Q (187752.780000 sec): 3 clusters
  Score: Raw -752797.122925 + Penalty 4227.593529 = -748569.529396
  nChanged 79
		SP:Iteration 17Q (187752.950000 sec): 3 clusters
  Score: Raw -752834.322672 + Penalty 4227.593529 = -748606.729143
  nChanged 78
		SP:Iteration 18Q (187753.180000 sec): 3 clusters
  Score: Raw -752869.519719 + Penalty 4227.593529 = -748641.926190
  nChanged 81
		SP:Iteration 19Q (187753.410000 sec): 3 clusters
  Score: Raw -752904.539056 + Penalty 4227.593529 = -748676.945527
  nChanged 80
		SP:Iteration 20F (187753.700000 sec): 3 clusters
  Score: Raw -752944.011732 + Penalty 4227.593529 = -748716.418203
  nChanged 90
		SP:Iteration 21Q (187753.920000 sec): 3 clusters
  Score: Raw -752985.242244 + Penalty 4227.593529 = -748757.648715
  nChanged 70
		SP:Iteration 22Q (187754.100000 sec): 3 clusters
  Score: Raw -753018.518401 + Penalty 4227.593529 = -748790.924872
  nChanged 77
		SP:Iteration 23Q (187754.370000 sec): 3 clusters
  Score: Raw -753053.705327 + Penalty 4227.593529 = -748826.111798
  nChanged 57
		SP:Iteration 24Q (187754.640000 sec): 3 clusters
  Score: Raw -753077.745491 + Penalty 4227.593529 = -748850.151962
  nChanged 60
		SP:Iteration 25Q (187754.850000 sec): 3 clusters
  Score: Raw -753106.652779 + Penalty 4227.593529 = -748879.059250
  nChanged 52
		SP:Iteration 26Q (187755.050000 sec): 3 clusters
  Score: Raw -753127.041931 + Penalty 4227.593529 = -748899.448402
  nChanged 41
		SP:Iteration 27Q (187755.260000 sec): 3 clusters
  Score: Raw -753144.689793 + Penalty 4227.593529 = -748917.096264
  nChanged 53
		SP:Iteration 28Q (187755.450000 sec): 3 clusters
  Score: Raw -753168.160138 + Penalty 4227.593529 = -748940.566609
  nChanged 43
		SP:Iteration 29Q (187755.620000 sec): 3 clusters
  Score: Raw -753188.392827 + Penalty 4227.593529 = -748960.799298
  nChanged 48
		SP:Iteration 30Q (187755.850000 sec): 3 clusters
  Score: Raw -753209.440714 + Penalty 4227.593529 = -748981.847185
  nChanged 51
		SP:Iteration 31Q (187756.040000 sec): 3 clusters
  Score: Raw -753231.783966 + Penalty 4227.593529 = -749004.190437
  nChanged 49
		SP:Iteration 32Q (187756.280000 sec): 3 clusters
  Score: Raw -753254.904768 + Penalty 4227.593529 = -749027.311239
  nChanged 49
		SP:Iteration 33Q (187756.480000 sec): 3 clusters
  Score: Raw -753278.745449 + Penalty 4227.593529 = -749051.151920
  nChanged 52
		SP:Iteration 34Q (187756.640000 sec): 3 clusters
  Score: Raw -753304.793674 + Penalty 4227.593529 = -749077.200145
  nChanged 51
		SP:Iteration 35Q (187756.830000 sec): 3 clusters
  Score: Raw -753332.379487 + Penalty 4227.593529 = -749104.785958
  nChanged 56
		SP:Iteration 36Q (187757.000000 sec): 3 clusters
  Score: Raw -753360.944574 + Penalty 4227.593529 = -749133.351045
  nChanged 48
		SP:Iteration 37Q (187757.150000 sec): 3 clusters
  Score: Raw -753382.629257 + Penalty 4227.593529 = -749155.035728
  nChanged 40
		SP:Iteration 38Q (187757.340000 sec): 3 clusters
  Score: Raw -753404.084432 + Penalty 4227.593529 = -749176.490903
  nChanged 42
		SP:Iteration 39Q (187757.520000 sec): 3 clusters
  Score: Raw -753426.052982 + Penalty 4227.593529 = -749198.459453
  nChanged 33
		SP:Iteration 40F (187757.740000 sec): 3 clusters
  Score: Raw -753445.830758 + Penalty 4227.593529 = -749218.237229
  nChanged 26
		SP:Iteration 41Q (187758.010000 sec): 3 clusters
  Score: Raw -753461.942674 + Penalty 4227.593529 = -749234.349145
  nChanged 25
		SP:Iteration 42Q (187758.130000 sec): 3 clusters
  Score: Raw -753475.725853 + Penalty 4227.593529 = -749248.132324
  nChanged 19
		SP:Iteration 43Q (187758.370000 sec): 3 clusters
  Score: Raw -753486.662790 + Penalty 4227.593529 = -749259.069261
  nChanged 25
		SP:Iteration 44Q (187758.540000 sec): 3 clusters
  Score: Raw -753502.714651 + Penalty 4227.593529 = -749275.121122
  nChanged 20
		SP:Iteration 45Q (187758.810000 sec): 3 clusters
  Score: Raw -753516.383001 + Penalty 4227.593529 = -749288.789472
  nChanged 19
		SP:Iteration 46Q (187758.920000 sec): 3 clusters
  Score: Raw -753527.008152 + Penalty 4227.593529 = -749299.414623
  nChanged 18
		SP:Iteration 47Q (187759.100000 sec): 3 clusters
  Score: Raw -753537.551518 + Penalty 4227.593529 = -749309.957989
  nChanged 10
		SP:Iteration 48Q (187759.300000 sec): 3 clusters
  Score: Raw -753543.370419 + Penalty 4227.593529 = -749315.776890
  nChanged 9
		SP:Iteration 49Q (187759.540000 sec): 3 clusters
  Score: Raw -753547.494849 + Penalty 4227.593529 = -749319.901320
  nChanged 18
		SP:Iteration 50Q (187759.720000 sec): 3 clusters
  Score: Raw -753557.242421 + Penalty 4227.593529 = -749329.648892
  nChanged 10
		SP:Iteration 51Q (187759.850000 sec): 3 clusters
  Score: Raw -753562.505311 + Penalty 4227.593529 = -749334.911782
  nChanged 8
		SP:Iteration 52Q (187759.990000 sec): 3 clusters
  Score: Raw -753568.012051 + Penalty 4227.593529 = -749340.418522
  nChanged 7
		SP:Iteration 53Q (187760.190000 sec): 3 clusters
  Score: Raw -753570.946780 + Penalty 4227.593529 = -749343.353251
  nChanged 7
		SP:Iteration 54Q (187760.310000 sec): 3 clusters
  Score: Raw -753573.995099 + Penalty 4227.593529 = -749346.401570
  nChanged 4
		SP:Iteration 55Q (187760.460000 sec): 3 clusters
  Score: Raw -753576.437091 + Penalty 4227.593529 = -749348.843562
  nChanged 4
		SP:Iteration 56Q (187760.630000 sec): 3 clusters
  Score: Raw -753578.032066 + Penalty 4227.593529 = -749350.438537
  nChanged 2
		SP:Iteration 57Q (187760.820000 sec): 3 clusters
  Score: Raw -753578.655542 + Penalty 4227.593529 = -749351.062013
  nChanged 0
		SP:Iteration 58F (187761.010000 sec): 3 clusters
  Score: Raw -753578.655542 + Penalty 4227.593529 = -749351.062013
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 49 (7557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187761.120000 sec): 2 clusters
  Score: Raw -1243386.794933 + Penalty 2214.696932 = -1241172.098000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187761.300000 sec): 3 clusters
  Score: Raw -1239455.706504 + Penalty 4429.393864 = -1235026.312640
  nChanged 3037
		SP:Iteration 1F (187761.470000 sec): 3 clusters
  Score: Raw -1241130.450550 + Penalty 4429.393864 = -1236701.056685
  nChanged 543
		SP:Iteration 2F (187761.700000 sec): 3 clusters
  Score: Raw -1241395.641502 + Penalty 4429.393864 = -1236966.247638
  nChanged 382
		SP:Iteration 3F (187761.870000 sec): 3 clusters
  Score: Raw -1241555.889735 + Penalty 4429.393864 = -1237126.495870
  nChanged 262
		SP:Iteration 4Q (187762.080000 sec): 3 clusters
  Score: Raw -1241679.984849 + Penalty 4429.393864 = -1237250.590984
  nChanged 249
		SP:Iteration 5Q (187762.280000 sec): 3 clusters
  Score: Raw -1241806.235087 + Penalty 4429.393864 = -1237376.841223
  nChanged 241
		SP:Iteration 6Q (187762.510000 sec): 3 clusters
  Score: Raw -1241936.497861 + Penalty 4429.393864 = -1237507.103997
  nChanged 270
		SP:Iteration 7Q (187762.650000 sec): 3 clusters
  Score: Raw -1242097.739235 + Penalty 4429.393864 = -1237668.345370
  nChanged 261
		SP:Iteration 8Q (187762.870000 sec): 3 clusters
  Score: Raw -1242249.738779 + Penalty 4429.393864 = -1237820.344914
  nChanged 260
		SP:Iteration 9Q (187763.070000 sec): 3 clusters
  Score: Raw -1242424.328269 + Penalty 4429.393864 = -1237994.934405
  nChanged 256
		SP:Iteration 10Q (187763.260000 sec): 3 clusters
  Score: Raw -1242624.487506 + Penalty 4429.393864 = -1238195.093642
  nChanged 276
		SP:Iteration 11Q (187763.460000 sec): 3 clusters
  Score: Raw -1242859.224192 + Penalty 4429.393864 = -1238429.830328
  nChanged 213
		SP:Iteration 12Q (187763.680000 sec): 3 clusters
  Score: Raw -1243031.338271 + Penalty 4429.393864 = -1238601.944407
  nChanged 162
		SP:Iteration 13Q (187763.890000 sec): 3 clusters
  Score: Raw -1243155.451117 + Penalty 4429.393864 = -1238726.057253
  nChanged 118
		SP:Iteration 14Q (187764.190000 sec): 3 clusters
  Score: Raw -1243252.444813 + Penalty 4429.393864 = -1238823.050949
  nChanged 107
		SP:Iteration 15Q (187764.470000 sec): 3 clusters
  Score: Raw -1243341.981808 + Penalty 4429.393864 = -1238912.587944
  nChanged 85
		SP:Iteration 16Q (187764.700000 sec): 3 clusters
  Score: Raw -1243418.765807 + Penalty 4429.393864 = -1238989.371942
  nChanged 61
		SP:Iteration 17Q (187764.940000 sec): 3 clusters
  Score: Raw -1243468.467445 + Penalty 4429.393864 = -1239039.073581
  nChanged 37
		SP:Iteration 18Q (187765.180000 sec): 3 clusters
  Score: Raw -1243500.796065 + Penalty 4429.393864 = -1239071.402201
  nChanged 31
		SP:Iteration 19Q (187765.390000 sec): 3 clusters
  Score: Raw -1243528.750162 + Penalty 4429.393864 = -1239099.356298
  nChanged 22
		SP:Iteration 20F (187765.620000 sec): 3 clusters
  Score: Raw -1243549.306979 + Penalty 4429.393864 = -1239119.913115
  nChanged 23
		SP:Iteration 21Q (187765.830000 sec): 3 clusters
  Score: Raw -1243569.136272 + Penalty 4429.393864 = -1239139.742408
  nChanged 16
		SP:Iteration 22Q (187766.090000 sec): 3 clusters
  Score: Raw -1243580.428672 + Penalty 4429.393864 = -1239151.034807
  nChanged 11
		SP:Iteration 23Q (187766.290000 sec): 3 clusters
  Score: Raw -1243588.348846 + Penalty 4429.393864 = -1239158.954982
  nChanged 5
		SP:Iteration 24Q (187766.480000 sec): 3 clusters
  Score: Raw -1243592.566870 + Penalty 4429.393864 = -1239163.173006
  nChanged 7
		SP:Iteration 25Q (187766.750000 sec): 3 clusters
  Score: Raw -1243600.957629 + Penalty 4429.393864 = -1239171.563765
  nChanged 9
		SP:Iteration 26Q (187767.010000 sec): 3 clusters
  Score: Raw -1243612.070728 + Penalty 4429.393864 = -1239182.676864
  nChanged 14
		SP:Iteration 27Q (187767.240000 sec): 3 clusters
  Score: Raw -1243628.800991 + Penalty 4429.393864 = -1239199.407127
  nChanged 14
		SP:Iteration 28Q (187767.470000 sec): 3 clusters
  Score: Raw -1243642.212998 + Penalty 4429.393864 = -1239212.819134
  nChanged 10
		SP:Iteration 29Q (187767.740000 sec): 3 clusters
  Score: Raw -1243650.184390 + Penalty 4429.393864 = -1239220.790526
  nChanged 8
		SP:Iteration 30Q (187767.980000 sec): 3 clusters
  Score: Raw -1243659.339960 + Penalty 4429.393864 = -1239229.946095
  nChanged 7
		SP:Iteration 31Q (187768.240000 sec): 3 clusters
  Score: Raw -1243666.987969 + Penalty 4429.393864 = -1239237.594104
  nChanged 6
		SP:Iteration 32Q (187768.440000 sec): 3 clusters
  Score: Raw -1243672.773178 + Penalty 4429.393864 = -1239243.379314
  nChanged 2
		SP:Iteration 33Q (187768.720000 sec): 3 clusters
  Score: Raw -1243674.530547 + Penalty 4429.393864 = -1239245.136682
  nChanged 2
		SP:Iteration 34Q (187768.960000 sec): 3 clusters
  Score: Raw -1243676.464075 + Penalty 4429.393864 = -1239247.070211
  nChanged 0
		SP:Iteration 35F (187769.170000 sec): 3 clusters
  Score: Raw -1243676.464075 + Penalty 4429.393864 = -1239247.070211
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 50 (6644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187769.340000 sec): 2 clusters
  Score: Raw -1068927.090227 + Penalty 2182.764429 = -1066744.325798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187769.560000 sec): 3 clusters
  Score: Raw -1065587.370122 + Penalty 4365.528857 = -1061221.841265
  nChanged 2704
		SP:Iteration 1F (187769.760000 sec): 3 clusters
  Score: Raw -1067051.764244 + Penalty 4365.528857 = -1062686.235387
  nChanged 466
		SP:Iteration 2F (187769.940000 sec): 3 clusters
  Score: Raw -1067282.399578 + Penalty 4365.528857 = -1062916.870721
  nChanged 309
		SP:Iteration 3Q (187770.160000 sec): 3 clusters
  Score: Raw -1067444.063794 + Penalty 4365.528857 = -1063078.534937
  nChanged 283
		SP:Iteration 4Q (187770.390000 sec): 3 clusters
  Score: Raw -1067582.138496 + Penalty 4365.528857 = -1063216.609638
  nChanged 225
		SP:Iteration 5Q (187770.590000 sec): 3 clusters
  Score: Raw -1067684.603610 + Penalty 4365.528857 = -1063319.074752
  nChanged 176
		SP:Iteration 6Q (187770.820000 sec): 3 clusters
  Score: Raw -1067762.409642 + Penalty 4365.528857 = -1063396.880784
  nChanged 156
		SP:Iteration 7Q (187771.120000 sec): 3 clusters
  Score: Raw -1067825.508484 + Penalty 4365.528857 = -1063459.979627
  nChanged 138
		SP:Iteration 8Q (187771.360000 sec): 3 clusters
  Score: Raw -1067886.073947 + Penalty 4365.528857 = -1063520.545090
  nChanged 153
		SP:Iteration 9Q (187771.560000 sec): 3 clusters
  Score: Raw -1067951.547370 + Penalty 4365.528857 = -1063586.018513
  nChanged 142
		SP:Iteration 10Q (187771.800000 sec): 3 clusters
  Score: Raw -1068009.928790 + Penalty 4365.528857 = -1063644.399932
  nChanged 122
		SP:Iteration 11Q (187772.030000 sec): 3 clusters
  Score: Raw -1068057.752117 + Penalty 4365.528857 = -1063692.223259
  nChanged 104
		SP:Iteration 12Q (187772.280000 sec): 3 clusters
  Score: Raw -1068096.489659 + Penalty 4365.528857 = -1063730.960801
  nChanged 101
		SP:Iteration 13Q (187772.500000 sec): 3 clusters
  Score: Raw -1068130.878094 + Penalty 4365.528857 = -1063765.349236
  nChanged 94
		SP:Iteration 14Q (187772.760000 sec): 3 clusters
  Score: Raw -1068164.407959 + Penalty 4365.528857 = -1063798.879101
  nChanged 79
		SP:Iteration 15Q (187772.990000 sec): 3 clusters
  Score: Raw -1068191.546219 + Penalty 4365.528857 = -1063826.017362
  nChanged 73
		SP:Iteration 16Q (187773.200000 sec): 3 clusters
  Score: Raw -1068215.265591 + Penalty 4365.528857 = -1063849.736734
  nChanged 67
		SP:Iteration 17Q (187773.440000 sec): 3 clusters
  Score: Raw -1068238.058436 + Penalty 4365.528857 = -1063872.529578
  nChanged 67
		SP:Iteration 18Q (187773.640000 sec): 3 clusters
  Score: Raw -1068259.159946 + Penalty 4365.528857 = -1063893.631088
  nChanged 61
		SP:Iteration 19Q (187773.850000 sec): 3 clusters
  Score: Raw -1068280.703767 + Penalty 4365.528857 = -1063915.174910
  nChanged 60
		SP:Iteration 20F (187774.120000 sec): 3 clusters
  Score: Raw -1068304.182064 + Penalty 4365.528857 = -1063938.653206
  nChanged 62
		SP:Iteration 21Q (187774.280000 sec): 3 clusters
  Score: Raw -1068323.368314 + Penalty 4365.528857 = -1063957.839456
  nChanged 53
		SP:Iteration 22Q (187774.490000 sec): 3 clusters
  Score: Raw -1068337.330796 + Penalty 4365.528857 = -1063971.801938
  nChanged 48
		SP:Iteration 23Q (187774.740000 sec): 3 clusters
  Score: Raw -1068354.131674 + Penalty 4365.528857 = -1063988.602816
  nChanged 40
		SP:Iteration 24Q (187774.960000 sec): 3 clusters
  Score: Raw -1068367.806035 + Penalty 4365.528857 = -1064002.277178
  nChanged 40
		SP:Iteration 25Q (187775.220000 sec): 3 clusters
  Score: Raw -1068381.069283 + Penalty 4365.528857 = -1064015.540425
  nChanged 49
		SP:Iteration 26Q (187775.480000 sec): 3 clusters
  Score: Raw -1068396.344903 + Penalty 4365.528857 = -1064030.816046
  nChanged 44
		SP:Iteration 27Q (187775.740000 sec): 3 clusters
  Score: Raw -1068414.140978 + Penalty 4365.528857 = -1064048.612121
  nChanged 53
		SP:Iteration 28Q (187775.940000 sec): 3 clusters
  Score: Raw -1068435.613730 + Penalty 4365.528857 = -1064070.084872
  nChanged 61
		SP:Iteration 29Q (187776.100000 sec): 3 clusters
  Score: Raw -1068458.153500 + Penalty 4365.528857 = -1064092.624643
  nChanged 67
		SP:Iteration 30Q (187776.300000 sec): 3 clusters
  Score: Raw -1068487.220524 + Penalty 4365.528857 = -1064121.691666
  nChanged 67
		SP:Iteration 31Q (187776.530000 sec): 3 clusters
  Score: Raw -1068512.084707 + Penalty 4365.528857 = -1064146.555850
  nChanged 57
		SP:Iteration 32Q (187776.740000 sec): 3 clusters
  Score: Raw -1068534.676345 + Penalty 4365.528857 = -1064169.147487
  nChanged 57
		SP:Iteration 33Q (187776.940000 sec): 3 clusters
  Score: Raw -1068560.206578 + Penalty 4365.528857 = -1064194.677721
  nChanged 65
		SP:Iteration 34Q (187777.160000 sec): 3 clusters
  Score: Raw -1068587.838800 + Penalty 4365.528857 = -1064222.309943
  nChanged 65
		SP:Iteration 35Q (187777.320000 sec): 3 clusters
  Score: Raw -1068619.476702 + Penalty 4365.528857 = -1064253.947845
  nChanged 77
		SP:Iteration 36Q (187777.560000 sec): 3 clusters
  Score: Raw -1068657.040926 + Penalty 4365.528857 = -1064291.512069
  nChanged 67
		SP:Iteration 37Q (187777.750000 sec): 3 clusters
  Score: Raw -1068684.890712 + Penalty 4365.528857 = -1064319.361855
  nChanged 61
		SP:Iteration 38Q (187777.960000 sec): 3 clusters
  Score: Raw -1068710.772138 + Penalty 4365.528857 = -1064345.243280
  nChanged 71
		SP:Iteration 39Q (187778.150000 sec): 3 clusters
  Score: Raw -1068744.660851 + Penalty 4365.528857 = -1064379.131993
  nChanged 75
		SP:Iteration 40F (187778.360000 sec): 3 clusters
  Score: Raw -1068779.300634 + Penalty 4365.528857 = -1064413.771776
  nChanged 76
		SP:Iteration 41Q (187778.560000 sec): 3 clusters
  Score: Raw -1068816.479034 + Penalty 4365.528857 = -1064450.950177
  nChanged 75
		SP:Iteration 42Q (187778.770000 sec): 3 clusters
  Score: Raw -1068852.210996 + Penalty 4365.528857 = -1064486.682138
  nChanged 74
		SP:Iteration 43Q (187778.910000 sec): 3 clusters
  Score: Raw -1068891.627215 + Penalty 4365.528857 = -1064526.098357
  nChanged 68
		SP:Iteration 44Q (187779.150000 sec): 3 clusters
  Score: Raw -1068928.212230 + Penalty 4365.528857 = -1064562.683372
  nChanged 78
		SP:Iteration 45Q (187779.300000 sec): 3 clusters
  Score: Raw -1068972.475018 + Penalty 4365.528857 = -1064606.946160
  nChanged 69
		SP:Iteration 46Q (187779.460000 sec): 3 clusters
  Score: Raw -1069005.497556 + Penalty 4365.528857 = -1064639.968699
  nChanged 70
		SP:Iteration 47Q (187779.690000 sec): 3 clusters
  Score: Raw -1069038.016947 + Penalty 4365.528857 = -1064672.488089
  nChanged 58
		SP:Iteration 48Q (187779.840000 sec): 3 clusters
  Score: Raw -1069067.634990 + Penalty 4365.528857 = -1064702.106132
  nChanged 55
		SP:Iteration 49Q (187780.080000 sec): 3 clusters
  Score: Raw -1069095.442449 + Penalty 4365.528857 = -1064729.913591
  nChanged 66
		SP:Iteration 50Q (187780.300000 sec): 3 clusters
  Score: Raw -1069127.022092 + Penalty 4365.528857 = -1064761.493235
  nChanged 62
		SP:Iteration 51Q (187780.490000 sec): 3 clusters
  Score: Raw -1069154.302130 + Penalty 4365.528857 = -1064788.773273
  nChanged 60
		SP:Iteration 52Q (187780.710000 sec): 3 clusters
  Score: Raw -1069191.030801 + Penalty 4365.528857 = -1064825.501943
  nChanged 65
		SP:Iteration 53Q (187780.920000 sec): 3 clusters
  Score: Raw -1069225.528267 + Penalty 4365.528857 = -1064859.999409
  nChanged 61
		SP:Iteration 54Q (187781.150000 sec): 3 clusters
  Score: Raw -1069255.746422 + Penalty 4365.528857 = -1064890.217564
  nChanged 47
		SP:Iteration 55Q (187781.390000 sec): 3 clusters
  Score: Raw -1069275.991858 + Penalty 4365.528857 = -1064910.463000
  nChanged 34
		SP:Iteration 56Q (187781.550000 sec): 3 clusters
  Score: Raw -1069289.526889 + Penalty 4365.528857 = -1064923.998031
  nChanged 30
		SP:Iteration 57Q (187781.740000 sec): 3 clusters
  Score: Raw -1069300.761560 + Penalty 4365.528857 = -1064935.232703
  nChanged 25
		SP:Iteration 58Q (187781.890000 sec): 3 clusters
  Score: Raw -1069310.888049 + Penalty 4365.528857 = -1064945.359192
  nChanged 18
		SP:Iteration 59Q (187782.110000 sec): 3 clusters
  Score: Raw -1069319.156808 + Penalty 4365.528857 = -1064953.627951
  nChanged 22
		SP:Iteration 60F (187782.380000 sec): 3 clusters
  Score: Raw -1069328.663945 + Penalty 4365.528857 = -1064963.135088
  nChanged 26
		SP:Iteration 61Q (187782.600000 sec): 3 clusters
  Score: Raw -1069340.786828 + Penalty 4365.528857 = -1064975.257970
  nChanged 31
		SP:Iteration 62Q (187782.820000 sec): 3 clusters
  Score: Raw -1069355.528796 + Penalty 4365.528857 = -1064989.999939
  nChanged 31
		SP:Iteration 63Q (187783.090000 sec): 3 clusters
  Score: Raw -1069368.818193 + Penalty 4365.528857 = -1065003.289335
  nChanged 26
		SP:Iteration 64Q (187783.290000 sec): 3 clusters
  Score: Raw -1069380.656371 + Penalty 4365.528857 = -1065015.127514
  nChanged 25
		SP:Iteration 65Q (187783.540000 sec): 3 clusters
  Score: Raw -1069390.998265 + Penalty 4365.528857 = -1065025.469407
  nChanged 13
		SP:Iteration 66Q (187783.800000 sec): 3 clusters
  Score: Raw -1069396.234030 + Penalty 4365.528857 = -1065030.705173
  nChanged 14
		SP:Iteration 67Q (187784.030000 sec): 3 clusters
  Score: Raw -1069401.311663 + Penalty 4365.528857 = -1065035.782805
  nChanged 7
		SP:Iteration 68Q (187784.280000 sec): 3 clusters
  Score: Raw -1069404.122295 + Penalty 4365.528857 = -1065038.593437
  nChanged 7
		SP:Iteration 69Q (187784.510000 sec): 3 clusters
  Score: Raw -1069406.982166 + Penalty 4365.528857 = -1065041.453308
  nChanged 5
		SP:Iteration 70Q (187784.750000 sec): 3 clusters
  Score: Raw -1069408.784174 + Penalty 4365.528857 = -1065043.255317
  nChanged 1
		SP:Iteration 71Q (187784.990000 sec): 3 clusters
  Score: Raw -1069408.957031 + Penalty 4365.528857 = -1065043.428174
  nChanged 1
		SP:Iteration 72Q (187785.260000 sec): 3 clusters
  Score: Raw -1069409.318603 + Penalty 4365.528857 = -1065043.789745
  nChanged 2
		SP:Iteration 73Q (187785.460000 sec): 3 clusters
  Score: Raw -1069410.226779 + Penalty 4365.528857 = -1065044.697921
  nChanged 6
		SP:Iteration 74Q (187785.650000 sec): 3 clusters
  Score: Raw -1069413.697865 + Penalty 4365.528857 = -1065048.169007
  nChanged 9
		SP:Iteration 75Q (187785.880000 sec): 3 clusters
  Score: Raw -1069418.176667 + Penalty 4365.528857 = -1065052.647809
  nChanged 9
		SP:Iteration 76Q (187786.080000 sec): 3 clusters
  Score: Raw -1069422.322674 + Penalty 4365.528857 = -1065056.793817
  nChanged 4
		SP:Iteration 77Q (187786.320000 sec): 3 clusters
  Score: Raw -1069423.849611 + Penalty 4365.528857 = -1065058.320754
  nChanged 7
		SP:Iteration 78Q (187786.580000 sec): 3 clusters
  Score: Raw -1069427.366494 + Penalty 4365.528857 = -1065061.837637
  nChanged 9
		SP:Iteration 79Q (187786.830000 sec): 3 clusters
  Score: Raw -1069431.321935 + Penalty 4365.528857 = -1065065.793077
  nChanged 7
		SP:Iteration 80F (187787.040000 sec): 3 clusters
  Score: Raw -1069434.325876 + Penalty 4365.528857 = -1065068.797019
  nChanged 4
		SP:Iteration 81Q (187787.260000 sec): 3 clusters
  Score: Raw -1069435.701652 + Penalty 4365.528857 = -1065070.172794
  nChanged 2
		SP:Iteration 82Q (187787.530000 sec): 3 clusters
  Score: Raw -1069436.236617 + Penalty 4365.528857 = -1065070.707759
  nChanged 1
		SP:Iteration 83Q (187787.690000 sec): 3 clusters
  Score: Raw -1069436.417647 + Penalty 4365.528857 = -1065070.888789
  nChanged 1
		SP:Iteration 84Q (187787.950000 sec): 3 clusters
  Score: Raw -1069436.735069 + Penalty 4365.528857 = -1065071.206211
  nChanged 2
		SP:Iteration 85Q (187788.160000 sec): 3 clusters
  Score: Raw -1069437.380532 + Penalty 4365.528857 = -1065071.851675
  nChanged 3
		SP:Iteration 86Q (187788.370000 sec): 3 clusters
  Score: Raw -1069438.402787 + Penalty 4365.528857 = -1065072.873929
  nChanged 2
		SP:Iteration 87Q (187788.560000 sec): 3 clusters
  Score: Raw -1069439.066121 + Penalty 4365.528857 = -1065073.537263
  nChanged 1
		SP:Iteration 88Q (187788.730000 sec): 3 clusters
  Score: Raw -1069439.809193 + Penalty 4365.528857 = -1065074.280335
  nChanged 1
		SP:Iteration 89Q (187788.940000 sec): 3 clusters
  Score: Raw -1069439.992044 + Penalty 4365.528857 = -1065074.463186
  nChanged 0
		SP:Iteration 90F (187789.140000 sec): 3 clusters
  Score: Raw -1069439.992044 + Penalty 4365.528857 = -1065074.463186
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 51 (9069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187789.280000 sec): 2 clusters
  Score: Raw -1381914.509446 + Penalty 2259.929086 = -1379654.580360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187789.420000 sec): 3 clusters
  Score: Raw -1377120.186290 + Penalty 4519.858173 = -1372600.328117
  nChanged 3777
		SP:Iteration 1F (187789.640000 sec): 3 clusters
  Score: Raw -1379180.942941 + Penalty 4519.858173 = -1374661.084769
  nChanged 571
		SP:Iteration 2F (187789.820000 sec): 3 clusters
  Score: Raw -1379452.227631 + Penalty 4519.858173 = -1374932.369458
  nChanged 472
		SP:Iteration 3F (187790.000000 sec): 3 clusters
  Score: Raw -1379695.282631 + Penalty 4519.858173 = -1375175.424459
  nChanged 420
		SP:Iteration 4Q (187790.190000 sec): 3 clusters
  Score: Raw -1379926.719574 + Penalty 4519.858173 = -1375406.861401
  nChanged 385
		SP:Iteration 5Q (187790.360000 sec): 3 clusters
  Score: Raw -1380130.575421 + Penalty 4519.858173 = -1375610.717248
  nChanged 364
		SP:Iteration 6Q (187790.570000 sec): 3 clusters
  Score: Raw -1380318.565952 + Penalty 4519.858173 = -1375798.707779
  nChanged 322
		SP:Iteration 7Q (187790.840000 sec): 3 clusters
  Score: Raw -1380475.818047 + Penalty 4519.858173 = -1375955.959875
  nChanged 312
		SP:Iteration 8Q (187791.140000 sec): 3 clusters
  Score: Raw -1380607.904732 + Penalty 4519.858173 = -1376088.046559
  nChanged 269
		SP:Iteration 9Q (187791.380000 sec): 3 clusters
  Score: Raw -1380737.384131 + Penalty 4519.858173 = -1376217.525958
  nChanged 252
		SP:Iteration 10Q (187791.620000 sec): 3 clusters
  Score: Raw -1380866.501510 + Penalty 4519.858173 = -1376346.643338
  nChanged 242
		SP:Iteration 11Q (187791.840000 sec): 3 clusters
  Score: Raw -1380983.268873 + Penalty 4519.858173 = -1376463.410701
  nChanged 255
		SP:Iteration 12Q (187792.120000 sec): 3 clusters
  Score: Raw -1381107.093639 + Penalty 4519.858173 = -1376587.235467
  nChanged 236
		SP:Iteration 13Q (187792.330000 sec): 3 clusters
  Score: Raw -1381231.734217 + Penalty 4519.858173 = -1376711.876044
  nChanged 242
		SP:Iteration 14Q (187792.570000 sec): 3 clusters
  Score: Raw -1381352.352941 + Penalty 4519.858173 = -1376832.494768
  nChanged 206
		SP:Iteration 15Q (187792.810000 sec): 3 clusters
  Score: Raw -1381448.249982 + Penalty 4519.858173 = -1376928.391810
  nChanged 218
		SP:Iteration 16Q (187793.060000 sec): 3 clusters
  Score: Raw -1381552.924805 + Penalty 4519.858173 = -1377033.066632
  nChanged 190
		SP:Iteration 17Q (187793.240000 sec): 3 clusters
  Score: Raw -1381645.759740 + Penalty 4519.858173 = -1377125.901568
  nChanged 195
		SP:Iteration 18Q (187793.460000 sec): 3 clusters
  Score: Raw -1381744.146815 + Penalty 4519.858173 = -1377224.288642
  nChanged 189
		SP:Iteration 19Q (187793.650000 sec): 3 clusters
  Score: Raw -1381827.990802 + Penalty 4519.858173 = -1377308.132630
  nChanged 160
		SP:Iteration 20F (187793.850000 sec): 3 clusters
  Score: Raw -1381901.067299 + Penalty 4519.858173 = -1377381.209126
  nChanged 162
		SP:Iteration 21Q (187794.110000 sec): 3 clusters
  Score: Raw -1381969.466531 + Penalty 4519.858173 = -1377449.608358
  nChanged 143
		SP:Iteration 22Q (187794.430000 sec): 3 clusters
  Score: Raw -1382026.313914 + Penalty 4519.858173 = -1377506.455742
  nChanged 110
		SP:Iteration 23Q (187794.700000 sec): 3 clusters
  Score: Raw -1382067.570713 + Penalty 4519.858173 = -1377547.712541
  nChanged 84
		SP:Iteration 24Q (187794.920000 sec): 3 clusters
  Score: Raw -1382093.981110 + Penalty 4519.858173 = -1377574.122938
  nChanged 75
		SP:Iteration 25Q (187795.230000 sec): 3 clusters
  Score: Raw -1382119.530725 + Penalty 4519.858173 = -1377599.672552
  nChanged 68
		SP:Iteration 26Q (187795.450000 sec): 3 clusters
  Score: Raw -1382140.321216 + Penalty 4519.858173 = -1377620.463044
  nChanged 65
		SP:Iteration 27Q (187795.660000 sec): 3 clusters
  Score: Raw -1382157.124914 + Penalty 4519.858173 = -1377637.266741
  nChanged 55
		SP:Iteration 28Q (187795.930000 sec): 3 clusters
  Score: Raw -1382172.009812 + Penalty 4519.858173 = -1377652.151640
  nChanged 49
		SP:Iteration 29Q (187796.170000 sec): 3 clusters
  Score: Raw -1382187.120470 + Penalty 4519.858173 = -1377667.262297
  nChanged 38
		SP:Iteration 30Q (187796.450000 sec): 3 clusters
  Score: Raw -1382196.415097 + Penalty 4519.858173 = -1377676.556924
  nChanged 26
		SP:Iteration 31Q (187796.730000 sec): 3 clusters
  Score: Raw -1382200.835162 + Penalty 4519.858173 = -1377680.976989
  nChanged 16
		SP:Iteration 32Q (187797.010000 sec): 3 clusters
  Score: Raw -1382204.246555 + Penalty 4519.858173 = -1377684.388383
  nChanged 16
		SP:Iteration 33Q (187797.310000 sec): 3 clusters
  Score: Raw -1382206.937522 + Penalty 4519.858173 = -1377687.079349
  nChanged 11
		SP:Iteration 34Q (187797.520000 sec): 3 clusters
  Score: Raw -1382208.401883 + Penalty 4519.858173 = -1377688.543711
  nChanged 9
		SP:Iteration 35Q (187797.770000 sec): 3 clusters
  Score: Raw -1382209.720143 + Penalty 4519.858173 = -1377689.861970
  nChanged 8
		SP:Iteration 36Q (187798.010000 sec): 3 clusters
  Score: Raw -1382210.691800 + Penalty 4519.858173 = -1377690.833628
  nChanged 6
		SP:Iteration 37Q (187798.210000 sec): 3 clusters
  Score: Raw -1382211.679138 + Penalty 4519.858173 = -1377691.820966
  nChanged 3
		SP:Iteration 38Q (187798.430000 sec): 3 clusters
  Score: Raw -1382211.975299 + Penalty 4519.858173 = -1377692.117126
  nChanged 2
		SP:Iteration 39Q (187798.690000 sec): 3 clusters
  Score: Raw -1382212.205800 + Penalty 4519.858173 = -1377692.347627
  nChanged 1
		SP:Iteration 40F (187798.920000 sec): 3 clusters
  Score: Raw -1382212.256362 + Penalty 4519.858173 = -1377692.398190
  nChanged 2
		SP:Iteration 41Q (187799.190000 sec): 3 clusters
  Score: Raw -1382212.926852 + Penalty 4519.858173 = -1377693.068679
  nChanged 2
		SP:Iteration 42Q (187799.370000 sec): 3 clusters
  Score: Raw -1382213.185778 + Penalty 4519.858173 = -1377693.327605
  nChanged 2
		SP:Iteration 43Q (187799.620000 sec): 3 clusters
  Score: Raw -1382213.834503 + Penalty 4519.858173 = -1377693.976330
  nChanged 6
		SP:Iteration 44Q (187799.890000 sec): 3 clusters
  Score: Raw -1382215.327071 + Penalty 4519.858173 = -1377695.468898
  nChanged 7
		SP:Iteration 45Q (187800.080000 sec): 3 clusters
  Score: Raw -1382216.421430 + Penalty 4519.858173 = -1377696.563258
  nChanged 5
		SP:Iteration 46Q (187800.340000 sec): 3 clusters
  Score: Raw -1382217.276660 + Penalty 4519.858173 = -1377697.418488
  nChanged 2
		SP:Iteration 47Q (187800.620000 sec): 3 clusters
  Score: Raw -1382217.581642 + Penalty 4519.858173 = -1377697.723469
  nChanged 1
		SP:Iteration 48Q (187800.890000 sec): 3 clusters
  Score: Raw -1382217.821394 + Penalty 4519.858173 = -1377697.963222
  nChanged 4
		SP:Iteration 49Q (187801.200000 sec): 3 clusters
  Score: Raw -1382218.328568 + Penalty 4519.858173 = -1377698.470395
  nChanged 3
		SP:Iteration 50Q (187801.380000 sec): 3 clusters
  Score: Raw -1382218.491899 + Penalty 4519.858173 = -1377698.633727
  nChanged 0
		SP:Iteration 51F (187801.640000 sec): 3 clusters
  Score: Raw -1382218.491899 + Penalty 4519.858173 = -1377698.633727
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 52 (12428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187801.800000 sec): 2 clusters
  Score: Raw -2002428.517205 + Penalty 2338.071403 = -2000090.445802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187802.110000 sec): 3 clusters
  Score: Raw -1995615.230260 + Penalty 4676.142806 = -1990939.087454
  nChanged 5264
		SP:Iteration 1F (187802.390000 sec): 3 clusters
  Score: Raw -1998401.447653 + Penalty 4676.142806 = -1993725.304847
  nChanged 697
		SP:Iteration 2F (187802.700000 sec): 3 clusters
  Score: Raw -1998700.253642 + Penalty 4676.142806 = -1994024.110836
  nChanged 560
		SP:Iteration 3Q (187803.010000 sec): 3 clusters
  Score: Raw -1998907.710730 + Penalty 4676.142806 = -1994231.567924
  nChanged 465
		SP:Iteration 4Q (187803.280000 sec): 3 clusters
  Score: Raw -1999066.030396 + Penalty 4676.142806 = -1994389.887589
  nChanged 394
		SP:Iteration 5Q (187803.600000 sec): 3 clusters
  Score: Raw -1999194.643904 + Penalty 4676.142806 = -1994518.501098
  nChanged 336
		SP:Iteration 6Q (187803.940000 sec): 3 clusters
  Score: Raw -1999307.908786 + Penalty 4676.142806 = -1994631.765980
  nChanged 338
		SP:Iteration 7Q (187804.160000 sec): 3 clusters
  Score: Raw -1999443.580882 + Penalty 4676.142806 = -1994767.438076
  nChanged 360
		SP:Iteration 8Q (187804.490000 sec): 3 clusters
  Score: Raw -1999588.680981 + Penalty 4676.142806 = -1994912.538175
  nChanged 327
		SP:Iteration 9Q (187804.810000 sec): 3 clusters
  Score: Raw -1999716.646908 + Penalty 4676.142806 = -1995040.504102
  nChanged 310
		SP:Iteration 10Q (187805.050000 sec): 3 clusters
  Score: Raw -1999839.390105 + Penalty 4676.142806 = -1995163.247299
  nChanged 318
		SP:Iteration 11Q (187805.370000 sec): 3 clusters
  Score: Raw -1999979.871809 + Penalty 4676.142806 = -1995303.729003
  nChanged 345
		SP:Iteration 12Q (187805.630000 sec): 3 clusters
  Score: Raw -2000142.223291 + Penalty 4676.142806 = -1995466.080485
  nChanged 366
		SP:Iteration 13Q (187805.880000 sec): 3 clusters
  Score: Raw -2000343.453772 + Penalty 4676.142806 = -1995667.310966
  nChanged 411
		SP:Iteration 14Q (187806.200000 sec): 3 clusters
  Score: Raw -2000593.656739 + Penalty 4676.142806 = -1995917.513932
  nChanged 408
		SP:Iteration 15Q (187806.480000 sec): 3 clusters
  Score: Raw -2000843.792455 + Penalty 4676.142806 = -1996167.649649
  nChanged 376
		SP:Iteration 16Q (187806.750000 sec): 3 clusters
  Score: Raw -2001072.609710 + Penalty 4676.142806 = -1996396.466904
  nChanged 334
		SP:Iteration 17Q (187807.060000 sec): 3 clusters
  Score: Raw -2001260.998372 + Penalty 4676.142806 = -1996584.855566
  nChanged 300
		SP:Iteration 18Q (187807.320000 sec): 3 clusters
  Score: Raw -2001425.421652 + Penalty 4676.142806 = -1996749.278846
  nChanged 256
		SP:Iteration 19Q (187807.580000 sec): 3 clusters
  Score: Raw -2001558.921698 + Penalty 4676.142806 = -1996882.778892
  nChanged 214
		SP:Iteration 20F (187807.840000 sec): 3 clusters
  Score: Raw -2001664.709359 + Penalty 4676.142806 = -1996988.566553
  nChanged 186
		SP:Iteration 21Q (187808.120000 sec): 3 clusters
  Score: Raw -2001751.495905 + Penalty 4676.142806 = -1997075.353099
  nChanged 185
		SP:Iteration 22Q (187808.360000 sec): 3 clusters
  Score: Raw -2001827.524911 + Penalty 4676.142806 = -1997151.382105
  nChanged 164
		SP:Iteration 23Q (187808.610000 sec): 3 clusters
  Score: Raw -2001903.424254 + Penalty 4676.142806 = -1997227.281448
  nChanged 146
		SP:Iteration 24Q (187808.950000 sec): 3 clusters
  Score: Raw -2001966.303500 + Penalty 4676.142806 = -1997290.160693
  nChanged 133
		SP:Iteration 25Q (187809.200000 sec): 3 clusters
  Score: Raw -2002028.572293 + Penalty 4676.142806 = -1997352.429486
  nChanged 116
		SP:Iteration 26Q (187809.460000 sec): 3 clusters
  Score: Raw -2002083.984160 + Penalty 4676.142806 = -1997407.841354
  nChanged 109
		SP:Iteration 27Q (187809.760000 sec): 3 clusters
  Score: Raw -2002133.026402 + Penalty 4676.142806 = -1997456.883596
  nChanged 99
		SP:Iteration 28Q (187810.080000 sec): 3 clusters
  Score: Raw -2002180.924526 + Penalty 4676.142806 = -1997504.781720
  nChanged 103
		SP:Iteration 29Q (187810.330000 sec): 3 clusters
  Score: Raw -2002231.873881 + Penalty 4676.142806 = -1997555.731075
  nChanged 93
		SP:Iteration 30Q (187810.560000 sec): 3 clusters
  Score: Raw -2002279.668058 + Penalty 4676.142806 = -1997603.525252
  nChanged 80
		SP:Iteration 31Q (187810.850000 sec): 3 clusters
  Score: Raw -2002320.747133 + Penalty 4676.142806 = -1997644.604327
  nChanged 76
		SP:Iteration 32Q (187811.040000 sec): 3 clusters
  Score: Raw -2002356.294387 + Penalty 4676.142806 = -1997680.151581
  nChanged 59
		SP:Iteration 33Q (187811.320000 sec): 3 clusters
  Score: Raw -2002382.671636 + Penalty 4676.142806 = -1997706.528830
  nChanged 52
		SP:Iteration 34Q (187811.580000 sec): 3 clusters
  Score: Raw -2002405.288296 + Penalty 4676.142806 = -1997729.145490
  nChanged 50
		SP:Iteration 35Q (187811.840000 sec): 3 clusters
  Score: Raw -2002426.138505 + Penalty 4676.142806 = -1997749.995699
  nChanged 40
		SP:Iteration 36Q (187812.090000 sec): 3 clusters
  Score: Raw -2002446.994364 + Penalty 4676.142806 = -1997770.851558
  nChanged 37
		SP:Iteration 37Q (187812.310000 sec): 3 clusters
  Score: Raw -2002466.211946 + Penalty 4676.142806 = -1997790.069140
  nChanged 33
		SP:Iteration 38Q (187812.520000 sec): 3 clusters
  Score: Raw -2002480.565805 + Penalty 4676.142806 = -1997804.422999
  nChanged 30
		SP:Iteration 39Q (187812.790000 sec): 3 clusters
  Score: Raw -2002493.892418 + Penalty 4676.142806 = -1997817.749612
  nChanged 36
		SP:Iteration 40F (187813.030000 sec): 3 clusters
  Score: Raw -2002505.406977 + Penalty 4676.142806 = -1997829.264171
  nChanged 29
		SP:Iteration 41Q (187813.300000 sec): 3 clusters
  Score: Raw -2002516.632600 + Penalty 4676.142806 = -1997840.489794
  nChanged 24
		SP:Iteration 42Q (187813.540000 sec): 3 clusters
  Score: Raw -2002526.437416 + Penalty 4676.142806 = -1997850.294609
  nChanged 24
		SP:Iteration 43Q (187813.890000 sec): 3 clusters
  Score: Raw -2002537.146409 + Penalty 4676.142806 = -1997861.003603
  nChanged 21
		SP:Iteration 44Q (187814.110000 sec): 3 clusters
  Score: Raw -2002548.494500 + Penalty 4676.142806 = -1997872.351694
  nChanged 19
		SP:Iteration 45Q (187814.350000 sec): 3 clusters
  Score: Raw -2002558.550488 + Penalty 4676.142806 = -1997882.407682
  nChanged 15
		SP:Iteration 46Q (187814.600000 sec): 3 clusters
  Score: Raw -2002564.765203 + Penalty 4676.142806 = -1997888.622397
  nChanged 13
		SP:Iteration 47Q (187814.940000 sec): 3 clusters
  Score: Raw -2002570.548164 + Penalty 4676.142806 = -1997894.405358
  nChanged 17
		SP:Iteration 48Q (187815.170000 sec): 3 clusters
  Score: Raw -2002577.516131 + Penalty 4676.142806 = -1997901.373325
  nChanged 12
		SP:Iteration 49Q (187815.430000 sec): 3 clusters
  Score: Raw -2002582.826398 + Penalty 4676.142806 = -1997906.683592
  nChanged 9
		SP:Iteration 50Q (187815.630000 sec): 3 clusters
  Score: Raw -2002587.532114 + Penalty 4676.142806 = -1997911.389308
  nChanged 9
		SP:Iteration 51Q (187815.890000 sec): 3 clusters
  Score: Raw -2002591.419055 + Penalty 4676.142806 = -1997915.276249
  nChanged 9
		SP:Iteration 52Q (187816.180000 sec): 3 clusters
  Score: Raw -2002595.068247 + Penalty 4676.142806 = -1997918.925441
  nChanged 10
		SP:Iteration 53Q (187816.440000 sec): 3 clusters
  Score: Raw -2002598.721884 + Penalty 4676.142806 = -1997922.579078
  nChanged 7
		SP:Iteration 54Q (187816.730000 sec): 3 clusters
  Score: Raw -2002602.196596 + Penalty 4676.142806 = -1997926.053790
  nChanged 4
		SP:Iteration 55Q (187817.030000 sec): 3 clusters
  Score: Raw -2002604.026904 + Penalty 4676.142806 = -1997927.884098
  nChanged 4
		SP:Iteration 56Q (187817.320000 sec): 3 clusters
  Score: Raw -2002607.410757 + Penalty 4676.142806 = -1997931.267951
  nChanged 7
		SP:Iteration 57Q (187817.570000 sec): 3 clusters
  Score: Raw -2002610.269295 + Penalty 4676.142806 = -1997934.126489
  nChanged 6
		SP:Iteration 58Q (187817.830000 sec): 3 clusters
  Score: Raw -2002613.185742 + Penalty 4676.142806 = -1997937.042936
  nChanged 6
		SP:Iteration 59Q (187818.120000 sec): 3 clusters
  Score: Raw -2002615.850177 + Penalty 4676.142806 = -1997939.707371
  nChanged 10
		SP:Iteration 60F (187818.330000 sec): 3 clusters
  Score: Raw -2002621.865047 + Penalty 4676.142806 = -1997945.722240
  nChanged 10
		SP:Iteration 61Q (187818.540000 sec): 3 clusters
  Score: Raw -2002628.347621 + Penalty 4676.142806 = -1997952.204815
  nChanged 15
		SP:Iteration 62Q (187818.810000 sec): 3 clusters
  Score: Raw -2002638.451571 + Penalty 4676.142806 = -1997962.308765
  nChanged 20
		SP:Iteration 63Q (187818.970000 sec): 3 clusters
  Score: Raw -2002649.519981 + Penalty 4676.142806 = -1997973.377175
  nChanged 12
		SP:Iteration 64Q (187819.190000 sec): 3 clusters
  Score: Raw -2002654.795727 + Penalty 4676.142806 = -1997978.652921
  nChanged 9
		SP:Iteration 65Q (187819.460000 sec): 3 clusters
  Score: Raw -2002659.432878 + Penalty 4676.142806 = -1997983.290072
  nChanged 9
		SP:Iteration 66Q (187819.670000 sec): 3 clusters
  Score: Raw -2002663.642508 + Penalty 4676.142806 = -1997987.499702
  nChanged 8
		SP:Iteration 67Q (187819.880000 sec): 3 clusters
  Score: Raw -2002668.829465 + Penalty 4676.142806 = -1997992.686659
  nChanged 7
		SP:Iteration 68Q (187820.130000 sec): 3 clusters
  Score: Raw -2002672.483358 + Penalty 4676.142806 = -1997996.340551
  nChanged 8
		SP:Iteration 69Q (187820.440000 sec): 3 clusters
  Score: Raw -2002676.425338 + Penalty 4676.142806 = -1998000.282531
  nChanged 4
		SP:Iteration 70Q (187820.790000 sec): 3 clusters
  Score: Raw -2002678.562046 + Penalty 4676.142806 = -1998002.419240
  nChanged 4
		SP:Iteration 71Q (187821.080000 sec): 3 clusters
  Score: Raw -2002680.677620 + Penalty 4676.142806 = -1998004.534814
  nChanged 5
		SP:Iteration 72Q (187821.350000 sec): 3 clusters
  Score: Raw -2002682.502772 + Penalty 4676.142806 = -1998006.359966
  nChanged 3
		SP:Iteration 73Q (187821.540000 sec): 3 clusters
  Score: Raw -2002683.732435 + Penalty 4676.142806 = -1998007.589629
  nChanged 1
		SP:Iteration 74Q (187821.740000 sec): 3 clusters
  Score: Raw -2002684.293176 + Penalty 4676.142806 = -1998008.150370
  nChanged 1
		SP:Iteration 75Q (187822.000000 sec): 3 clusters
  Score: Raw -2002684.745609 + Penalty 4676.142806 = -1998008.602802
  nChanged 0
		SP:Iteration 76F (187822.250000 sec): 3 clusters
  Score: Raw -2002684.745609 + Penalty 4676.142806 = -1998008.602802
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 53 (3523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187822.360000 sec): 2 clusters
  Score: Raw -478116.254526 + Penalty 2025.432908 = -476090.821618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187822.560000 sec): 3 clusters
  Score: Raw -476610.929466 + Penalty 4050.865816 = -472560.063650
  nChanged 1306
		SP:Iteration 1F (187822.660000 sec): 3 clusters
  Score: Raw -477624.953098 + Penalty 4050.865816 = -473574.087281
  nChanged 358
		SP:Iteration 2F (187822.860000 sec): 3 clusters
  Score: Raw -478077.965956 + Penalty 4050.865816 = -474027.100140
  nChanged 293
		SP:Iteration 3F (187823.010000 sec): 3 clusters
  Score: Raw -478438.305226 + Penalty 4050.865816 = -474387.439410
  nChanged 226
		SP:Iteration 4F (187823.200000 sec): 3 clusters
  Score: Raw -478733.697624 + Penalty 4050.865816 = -474682.831808
  nChanged 198
		SP:Iteration 5F (187823.320000 sec): 3 clusters
  Score: Raw -479003.588567 + Penalty 4050.865816 = -474952.722750
  nChanged 166
		SP:Iteration 6Q (187823.520000 sec): 3 clusters
  Score: Raw -479199.887816 + Penalty 4050.865816 = -475149.022000
  nChanged 138
		SP:Iteration 7Q (187823.650000 sec): 3 clusters
  Score: Raw -479332.713902 + Penalty 4050.865816 = -475281.848085
  nChanged 110
		SP:Iteration 8Q (187823.850000 sec): 3 clusters
  Score: Raw -479448.418872 + Penalty 4050.865816 = -475397.553055
  nChanged 85
		SP:Iteration 9Q (187824.010000 sec): 3 clusters
  Score: Raw -479544.426970 + Penalty 4050.865816 = -475493.561154
  nChanged 84
		SP:Iteration 10Q (187824.200000 sec): 3 clusters
  Score: Raw -479629.009179 + Penalty 4050.865816 = -475578.143363
  nChanged 74
		SP:Iteration 11Q (187824.410000 sec): 3 clusters
  Score: Raw -479689.614739 + Penalty 4050.865816 = -475638.748922
  nChanged 42
		SP:Iteration 12Q (187824.620000 sec): 3 clusters
  Score: Raw -479728.728054 + Penalty 4050.865816 = -475677.862238
  nChanged 39
		SP:Iteration 13Q (187824.800000 sec): 3 clusters
  Score: Raw -479756.658255 + Penalty 4050.865816 = -475705.792438
  nChanged 31
		SP:Iteration 14Q (187824.940000 sec): 3 clusters
  Score: Raw -479771.839803 + Penalty 4050.865816 = -475720.973987
  nChanged 25
		SP:Iteration 15Q (187825.130000 sec): 3 clusters
  Score: Raw -479785.003523 + Penalty 4050.865816 = -475734.137707
  nChanged 19
		SP:Iteration 16Q (187825.300000 sec): 3 clusters
  Score: Raw -479795.057024 + Penalty 4050.865816 = -475744.191208
  nChanged 10
		SP:Iteration 17Q (187825.450000 sec): 3 clusters
  Score: Raw -479798.304013 + Penalty 4050.865816 = -475747.438197
  nChanged 4
		SP:Iteration 18Q (187825.560000 sec): 3 clusters
  Score: Raw -479799.816955 + Penalty 4050.865816 = -475748.951138
  nChanged 3
		SP:Iteration 19Q (187825.700000 sec): 3 clusters
  Score: Raw -479801.281174 + Penalty 4050.865816 = -475750.415358
  nChanged 1
		SP:Iteration 20F (187825.860000 sec): 3 clusters
  Score: Raw -479801.598048 + Penalty 4050.865816 = -475750.732231
  nChanged 2
		SP:Iteration 21Q (187825.980000 sec): 3 clusters
  Score: Raw -479802.463127 + Penalty 4050.865816 = -475751.597310
  nChanged 1
		SP:Iteration 22Q (187826.170000 sec): 3 clusters
  Score: Raw -479802.906133 + Penalty 4050.865816 = -475752.040316
  nChanged 0
		SP:Iteration 23F (187826.300000 sec): 3 clusters
  Score: Raw -479802.906133 + Penalty 4050.865816 = -475752.040316
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 54 (3350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187826.460000 sec): 2 clusters
  Score: Raw -492405.215184 + Penalty 2012.945475 = -490392.269709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187826.700000 sec): 3 clusters
  Score: Raw -490907.090304 + Penalty 4025.890950 = -486881.199354
  nChanged 1232
		SP:Iteration 1F (187826.860000 sec): 3 clusters
  Score: Raw -491819.846847 + Penalty 4025.890950 = -487793.955897
  nChanged 306
		SP:Iteration 2F (187827.050000 sec): 3 clusters
  Score: Raw -492135.057655 + Penalty 4025.890950 = -488109.166705
  nChanged 207
		SP:Iteration 3F (187827.210000 sec): 3 clusters
  Score: Raw -492347.589467 + Penalty 4025.890950 = -488321.698518
  nChanged 177
		SP:Iteration 4F (187827.390000 sec): 3 clusters
  Score: Raw -492507.088682 + Penalty 4025.890950 = -488481.197732
  nChanged 131
		SP:Iteration 5Q (187827.630000 sec): 3 clusters
  Score: Raw -492631.938427 + Penalty 4025.890950 = -488606.047477
  nChanged 140
		SP:Iteration 6Q (187827.850000 sec): 3 clusters
  Score: Raw -492771.058442 + Penalty 4025.890950 = -488745.167492
  nChanged 123
		SP:Iteration 7Q (187828.040000 sec): 3 clusters
  Score: Raw -492899.686768 + Penalty 4025.890950 = -488873.795818
  nChanged 125
		SP:Iteration 8Q (187828.260000 sec): 3 clusters
  Score: Raw -493012.511489 + Penalty 4025.890950 = -488986.620539
  nChanged 123
		SP:Iteration 9Q (187828.420000 sec): 3 clusters
  Score: Raw -493134.095446 + Penalty 4025.890950 = -489108.204496
  nChanged 101
		SP:Iteration 10Q (187828.620000 sec): 3 clusters
  Score: Raw -493219.016629 + Penalty 4025.890950 = -489193.125679
  nChanged 81
		SP:Iteration 11Q (187828.780000 sec): 3 clusters
  Score: Raw -493272.590176 + Penalty 4025.890950 = -489246.699226
  nChanged 59
		SP:Iteration 12Q (187828.930000 sec): 3 clusters
  Score: Raw -493312.522886 + Penalty 4025.890950 = -489286.631936
  nChanged 54
		SP:Iteration 13Q (187829.190000 sec): 3 clusters
  Score: Raw -493356.021394 + Penalty 4025.890950 = -489330.130444
  nChanged 55
		SP:Iteration 14Q (187829.390000 sec): 3 clusters
  Score: Raw -493392.155902 + Penalty 4025.890950 = -489366.264952
  nChanged 39
		SP:Iteration 15Q (187829.630000 sec): 3 clusters
  Score: Raw -493421.677207 + Penalty 4025.890950 = -489395.786257
  nChanged 35
		SP:Iteration 16Q (187829.840000 sec): 3 clusters
  Score: Raw -493446.379750 + Penalty 4025.890950 = -489420.488800
  nChanged 30
		SP:Iteration 17Q (187830.020000 sec): 3 clusters
  Score: Raw -493465.117325 + Penalty 4025.890950 = -489439.226375
  nChanged 23
		SP:Iteration 18Q (187830.260000 sec): 3 clusters
  Score: Raw -493480.159553 + Penalty 4025.890950 = -489454.268603
  nChanged 18
		SP:Iteration 19Q (187830.480000 sec): 3 clusters
  Score: Raw -493487.680458 + Penalty 4025.890950 = -489461.789508
  nChanged 11
		SP:Iteration 20F (187830.660000 sec): 3 clusters
  Score: Raw -493494.885176 + Penalty 4025.890950 = -489468.994226
  nChanged 14
		SP:Iteration 21Q (187830.860000 sec): 3 clusters
  Score: Raw -493502.404239 + Penalty 4025.890950 = -489476.513289
  nChanged 15
		SP:Iteration 22Q (187831.070000 sec): 3 clusters
  Score: Raw -493511.222829 + Penalty 4025.890950 = -489485.331879
  nChanged 15
		SP:Iteration 23Q (187831.280000 sec): 3 clusters
  Score: Raw -493520.275452 + Penalty 4025.890950 = -489494.384502
  nChanged 9
		SP:Iteration 24Q (187831.480000 sec): 3 clusters
  Score: Raw -493524.151005 + Penalty 4025.890950 = -489498.260055
  nChanged 9
		SP:Iteration 25Q (187831.680000 sec): 3 clusters
  Score: Raw -493528.397434 + Penalty 4025.890950 = -489502.506484
  nChanged 8
		SP:Iteration 26Q (187831.820000 sec): 3 clusters
  Score: Raw -493532.965519 + Penalty 4025.890950 = -489507.074569
  nChanged 11
		SP:Iteration 27Q (187832.070000 sec): 3 clusters
  Score: Raw -493539.484778 + Penalty 4025.890950 = -489513.593828
  nChanged 7
		SP:Iteration 28Q (187832.190000 sec): 3 clusters
  Score: Raw -493543.446907 + Penalty 4025.890950 = -489517.555957
  nChanged 6
		SP:Iteration 29Q (187832.370000 sec): 3 clusters
  Score: Raw -493546.210293 + Penalty 4025.890950 = -489520.319343
  nChanged 7
		SP:Iteration 30Q (187832.540000 sec): 3 clusters
  Score: Raw -493549.328287 + Penalty 4025.890950 = -489523.437337
  nChanged 7
		SP:Iteration 31Q (187832.650000 sec): 3 clusters
  Score: Raw -493552.085780 + Penalty 4025.890950 = -489526.194830
  nChanged 6
		SP:Iteration 32Q (187832.800000 sec): 3 clusters
  Score: Raw -493554.838234 + Penalty 4025.890950 = -489528.947284
  nChanged 3
		SP:Iteration 33Q (187832.940000 sec): 3 clusters
  Score: Raw -493556.966205 + Penalty 4025.890950 = -489531.075255
  nChanged 1
		SP:Iteration 34Q (187833.090000 sec): 3 clusters
  Score: Raw -493557.168199 + Penalty 4025.890950 = -489531.277249
  nChanged 1
		SP:Iteration 35Q (187833.230000 sec): 3 clusters
  Score: Raw -493557.496682 + Penalty 4025.890950 = -489531.605733
  nChanged 1
		SP:Iteration 36Q (187833.380000 sec): 3 clusters
  Score: Raw -493557.655461 + Penalty 4025.890950 = -489531.764511
  nChanged 1
		SP:Iteration 37Q (187833.530000 sec): 3 clusters
  Score: Raw -493557.774437 + Penalty 4025.890950 = -489531.883487
  nChanged 0
		SP:Iteration 38F (187833.720000 sec): 3 clusters
  Score: Raw -493557.774437 + Penalty 4025.890950 = -489531.883487
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 55 (5673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187833.830000 sec): 2 clusters
  Score: Raw -913820.658464 + Penalty 2143.581393 = -911677.077072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187834.070000 sec): 3 clusters
  Score: Raw -910972.379946 + Penalty 4287.162785 = -906685.217160
  nChanged 2304
		SP:Iteration 1F (187834.300000 sec): 3 clusters
  Score: Raw -912220.594789 + Penalty 4287.162785 = -907933.432004
  nChanged 383
		SP:Iteration 2F (187834.560000 sec): 3 clusters
  Score: Raw -912422.546518 + Penalty 4287.162785 = -908135.383732
  nChanged 276
		SP:Iteration 3Q (187834.760000 sec): 3 clusters
  Score: Raw -912560.168887 + Penalty 4287.162785 = -908273.006102
  nChanged 200
		SP:Iteration 4Q (187834.990000 sec): 3 clusters
  Score: Raw -912656.522109 + Penalty 4287.162785 = -908369.359323
  nChanged 178
		SP:Iteration 5Q (187835.240000 sec): 3 clusters
  Score: Raw -912743.480178 + Penalty 4287.162785 = -908456.317393
  nChanged 171
		SP:Iteration 6Q (187835.410000 sec): 3 clusters
  Score: Raw -912824.278797 + Penalty 4287.162785 = -908537.116012
  nChanged 151
		SP:Iteration 7Q (187835.670000 sec): 3 clusters
  Score: Raw -912908.664283 + Penalty 4287.162785 = -908621.501497
  nChanged 169
		SP:Iteration 8Q (187835.880000 sec): 3 clusters
  Score: Raw -912993.513472 + Penalty 4287.162785 = -908706.350687
  nChanged 150
		SP:Iteration 9Q (187836.110000 sec): 3 clusters
  Score: Raw -913082.051149 + Penalty 4287.162785 = -908794.888364
  nChanged 166
		SP:Iteration 10Q (187836.350000 sec): 3 clusters
  Score: Raw -913179.807013 + Penalty 4287.162785 = -908892.644228
  nChanged 163
		SP:Iteration 11Q (187836.570000 sec): 3 clusters
  Score: Raw -913284.992535 + Penalty 4287.162785 = -908997.829750
  nChanged 190
		SP:Iteration 12Q (187836.810000 sec): 3 clusters
  Score: Raw -913421.419124 + Penalty 4287.162785 = -909134.256339
  nChanged 186
		SP:Iteration 13Q (187837.000000 sec): 3 clusters
  Score: Raw -913575.113526 + Penalty 4287.162785 = -909287.950741
  nChanged 197
		SP:Iteration 14Q (187837.200000 sec): 3 clusters
  Score: Raw -913762.360375 + Penalty 4287.162785 = -909475.197590
  nChanged 200
		SP:Iteration 15Q (187837.400000 sec): 3 clusters
  Score: Raw -913987.976995 + Penalty 4287.162785 = -909700.814210
  nChanged 194
		SP:Iteration 16Q (187837.590000 sec): 3 clusters
  Score: Raw -914207.196378 + Penalty 4287.162785 = -909920.033593
  nChanged 160
		SP:Iteration 17Q (187837.820000 sec): 3 clusters
  Score: Raw -914351.978093 + Penalty 4287.162785 = -910064.815307
  nChanged 131
		SP:Iteration 18Q (187838.090000 sec): 3 clusters
  Score: Raw -914427.925421 + Penalty 4287.162785 = -910140.762636
  nChanged 82
		SP:Iteration 19Q (187838.250000 sec): 3 clusters
  Score: Raw -914459.862817 + Penalty 4287.162785 = -910172.700031
  nChanged 58
		SP:Iteration 20F (187838.480000 sec): 3 clusters
  Score: Raw -914481.004213 + Penalty 4287.162785 = -910193.841428
  nChanged 41
		SP:Iteration 21Q (187838.690000 sec): 3 clusters
  Score: Raw -914494.629005 + Penalty 4287.162785 = -910207.466220
  nChanged 35
		SP:Iteration 22Q (187838.890000 sec): 3 clusters
  Score: Raw -914508.358789 + Penalty 4287.162785 = -910221.196004
  nChanged 27
		SP:Iteration 23Q (187839.130000 sec): 3 clusters
  Score: Raw -914516.573356 + Penalty 4287.162785 = -910229.410571
  nChanged 20
		SP:Iteration 24Q (187839.360000 sec): 3 clusters
  Score: Raw -914523.099609 + Penalty 4287.162785 = -910235.936824
  nChanged 24
		SP:Iteration 25Q (187839.570000 sec): 3 clusters
  Score: Raw -914531.874402 + Penalty 4287.162785 = -910244.711616
  nChanged 15
		SP:Iteration 26Q (187839.780000 sec): 3 clusters
  Score: Raw -914537.650437 + Penalty 4287.162785 = -910250.487651
  nChanged 16
		SP:Iteration 27Q (187839.990000 sec): 3 clusters
  Score: Raw -914543.346879 + Penalty 4287.162785 = -910256.184094
  nChanged 15
		SP:Iteration 28Q (187840.250000 sec): 3 clusters
  Score: Raw -914548.563282 + Penalty 4287.162785 = -910261.400497
  nChanged 15
		SP:Iteration 29Q (187840.410000 sec): 3 clusters
  Score: Raw -914554.018993 + Penalty 4287.162785 = -910266.856208
  nChanged 16
		SP:Iteration 30Q (187840.580000 sec): 3 clusters
  Score: Raw -914559.776146 + Penalty 4287.162785 = -910272.613361
  nChanged 16
		SP:Iteration 31Q (187840.780000 sec): 3 clusters
  Score: Raw -914564.840814 + Penalty 4287.162785 = -910277.678029
  nChanged 19
		SP:Iteration 32Q (187840.980000 sec): 3 clusters
  Score: Raw -914571.475452 + Penalty 4287.162785 = -910284.312666
  nChanged 18
		SP:Iteration 33Q (187841.150000 sec): 3 clusters
  Score: Raw -914578.276147 + Penalty 4287.162785 = -910291.113362
  nChanged 24
		SP:Iteration 34Q (187841.370000 sec): 3 clusters
  Score: Raw -914585.039430 + Penalty 4287.162785 = -910297.876645
  nChanged 26
		SP:Iteration 35Q (187841.570000 sec): 3 clusters
  Score: Raw -914593.184482 + Penalty 4287.162785 = -910306.021696
  nChanged 18
		SP:Iteration 36Q (187841.820000 sec): 3 clusters
  Score: Raw -914601.403244 + Penalty 4287.162785 = -910314.240459
  nChanged 26
		SP:Iteration 37Q (187841.940000 sec): 3 clusters
  Score: Raw -914610.985539 + Penalty 4287.162785 = -910323.822754
  nChanged 27
		SP:Iteration 38Q (187842.090000 sec): 3 clusters
  Score: Raw -914618.549901 + Penalty 4287.162785 = -910331.387116
  nChanged 21
		SP:Iteration 39Q (187842.290000 sec): 3 clusters
  Score: Raw -914625.969633 + Penalty 4287.162785 = -910338.806848
  nChanged 28
		SP:Iteration 40F (187842.450000 sec): 3 clusters
  Score: Raw -914637.793812 + Penalty 4287.162785 = -910350.631026
  nChanged 34
		SP:Iteration 41Q (187842.650000 sec): 3 clusters
  Score: Raw -914651.032456 + Penalty 4287.162785 = -910363.869671
  nChanged 37
		SP:Iteration 42Q (187842.820000 sec): 3 clusters
  Score: Raw -914668.634405 + Penalty 4287.162785 = -910381.471620
  nChanged 32
		SP:Iteration 43Q (187843.030000 sec): 3 clusters
  Score: Raw -914679.385921 + Penalty 4287.162785 = -910392.223136
  nChanged 34
		SP:Iteration 44Q (187843.210000 sec): 3 clusters
  Score: Raw -914693.251196 + Penalty 4287.162785 = -910406.088411
  nChanged 44
		SP:Iteration 45Q (187843.450000 sec): 3 clusters
  Score: Raw -914712.850925 + Penalty 4287.162785 = -910425.688140
  nChanged 58
		SP:Iteration 46Q (187843.660000 sec): 3 clusters
  Score: Raw -914741.376311 + Penalty 4287.162785 = -910454.213525
  nChanged 65
		SP:Iteration 47Q (187843.830000 sec): 3 clusters
  Score: Raw -914771.543757 + Penalty 4287.162785 = -910484.380972
  nChanged 64
		SP:Iteration 48Q (187844.040000 sec): 3 clusters
  Score: Raw -914800.973011 + Penalty 4287.162785 = -910513.810225
  nChanged 65
		SP:Iteration 49Q (187844.240000 sec): 3 clusters
  Score: Raw -914829.982541 + Penalty 4287.162785 = -910542.819756
  nChanged 73
		SP:Iteration 50Q (187844.360000 sec): 3 clusters
  Score: Raw -914867.106181 + Penalty 4287.162785 = -910579.943396
  nChanged 64
		SP:Iteration 51Q (187844.600000 sec): 3 clusters
  Score: Raw -914904.481917 + Penalty 4287.162785 = -910617.319132
  nChanged 79
		SP:Iteration 52Q (187844.820000 sec): 3 clusters
  Score: Raw -914948.941840 + Penalty 4287.162785 = -910661.779055
  nChanged 80
		SP:Iteration 53Q (187845.020000 sec): 3 clusters
  Score: Raw -915012.853708 + Penalty 4287.162785 = -910725.690923
  nChanged 102
		SP:Iteration 54Q (187845.190000 sec): 3 clusters
  Score: Raw -915114.615394 + Penalty 4287.162785 = -910827.452608
  nChanged 106
		SP:Iteration 55Q (187845.420000 sec): 3 clusters
  Score: Raw -915214.947818 + Penalty 4287.162785 = -910927.785033
  nChanged 100
		SP:Iteration 56Q (187845.560000 sec): 3 clusters
  Score: Raw -915293.129721 + Penalty 4287.162785 = -911005.966935
  nChanged 57
		SP:Iteration 57Q (187845.780000 sec): 3 clusters
  Score: Raw -915328.979555 + Penalty 4287.162785 = -911041.816770
  nChanged 42
		SP:Iteration 58Q (187846.020000 sec): 3 clusters
  Score: Raw -915352.794632 + Penalty 4287.162785 = -911065.631847
  nChanged 33
		SP:Iteration 59Q (187846.230000 sec): 3 clusters
  Score: Raw -915369.051732 + Penalty 4287.162785 = -911081.888947
  nChanged 25
		SP:Iteration 60F (187846.470000 sec): 3 clusters
  Score: Raw -915378.939732 + Penalty 4287.162785 = -911091.776947
  nChanged 17
		SP:Iteration 61Q (187846.660000 sec): 3 clusters
  Score: Raw -915385.832752 + Penalty 4287.162785 = -911098.669967
  nChanged 13
		SP:Iteration 62Q (187846.840000 sec): 3 clusters
  Score: Raw -915391.409332 + Penalty 4287.162785 = -911104.246547
  nChanged 8
		SP:Iteration 63Q (187847.040000 sec): 3 clusters
  Score: Raw -915394.807862 + Penalty 4287.162785 = -911107.645076
  nChanged 8
		SP:Iteration 64Q (187847.190000 sec): 3 clusters
  Score: Raw -915397.249796 + Penalty 4287.162785 = -911110.087011
  nChanged 5
		SP:Iteration 65Q (187847.430000 sec): 3 clusters
  Score: Raw -915398.414308 + Penalty 4287.162785 = -911111.251523
  nChanged 2
		SP:Iteration 66Q (187847.650000 sec): 3 clusters
  Score: Raw -915398.701596 + Penalty 4287.162785 = -911111.538811
  nChanged 1
		SP:Iteration 67Q (187847.810000 sec): 3 clusters
  Score: Raw -915398.917467 + Penalty 4287.162785 = -911111.754682
  nChanged 3
		SP:Iteration 68Q (187848.030000 sec): 3 clusters
  Score: Raw -915399.807678 + Penalty 4287.162785 = -911112.644892
  nChanged 4
		SP:Iteration 69Q (187848.230000 sec): 3 clusters
  Score: Raw -915400.814004 + Penalty 4287.162785 = -911113.651219
  nChanged 1
		SP:Iteration 70Q (187848.450000 sec): 3 clusters
  Score: Raw -915400.911261 + Penalty 4287.162785 = -911113.748476
  nChanged 1
		SP:Iteration 71Q (187848.670000 sec): 3 clusters
  Score: Raw -915401.135767 + Penalty 4287.162785 = -911113.972982
  nChanged 0
		SP:Iteration 72F (187848.900000 sec): 3 clusters
  Score: Raw -915401.135767 + Penalty 4287.162785 = -911113.972982
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 56 (51737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187849.290000 sec): 2 clusters
  Score: Raw -7796584.110158 + Penalty 2691.774261 = -7793892.335897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187849.830000 sec): 3 clusters
  Score: Raw -7764504.457153 + Penalty 5383.548522 = -7759120.908631
  nChanged 24050
		SP:Iteration 1F (187850.370000 sec): 3 clusters
  Score: Raw -7778557.985559 + Penalty 5383.548522 = -7773174.437037
  nChanged 2817
		SP:Iteration 2F (187850.940000 sec): 3 clusters
  Score: Raw -7779807.688847 + Penalty 5383.548522 = -7774424.140325
  nChanged 2899
		SP:Iteration 3F (187851.490000 sec): 3 clusters
  Score: Raw -7781202.520940 + Penalty 5383.548522 = -7775818.972418
  nChanged 2950
		SP:Iteration 4F (187852.140000 sec): 3 clusters
  Score: Raw -7782689.555791 + Penalty 5383.548522 = -7777306.007269
  nChanged 2945
		SP:Iteration 5F (187852.750000 sec): 3 clusters
  Score: Raw -7784198.943416 + Penalty 5383.548522 = -7778815.394894
  nChanged 2749
		SP:Iteration 6F (187853.290000 sec): 3 clusters
  Score: Raw -7785676.069609 + Penalty 5383.548522 = -7780292.521087
  nChanged 2636
		SP:Iteration 7F (187853.810000 sec): 3 clusters
  Score: Raw -7787062.001682 + Penalty 5383.548522 = -7781678.453160
  nChanged 2378
		SP:Iteration 8Q (187854.490000 sec): 3 clusters
  Score: Raw -7788326.729030 + Penalty 5383.548522 = -7782943.180508
  nChanged 2206
		SP:Iteration 9Q (187855.070000 sec): 3 clusters
  Score: Raw -7789443.150408 + Penalty 5383.548522 = -7784059.601886
  nChanged 1902
		SP:Iteration 10Q (187855.710000 sec): 3 clusters
  Score: Raw -7790412.488826 + Penalty 5383.548522 = -7785028.940304
  nChanged 1671
		SP:Iteration 11Q (187856.260000 sec): 3 clusters
  Score: Raw -7791191.759919 + Penalty 5383.548522 = -7785808.211397
  nChanged 1364
		SP:Iteration 12Q (187856.790000 sec): 3 clusters
  Score: Raw -7791786.486032 + Penalty 5383.548522 = -7786402.937510
  nChanged 1179
		SP:Iteration 13Q (187857.350000 sec): 3 clusters
  Score: Raw -7792258.316062 + Penalty 5383.548522 = -7786874.767540
  nChanged 1025
		SP:Iteration 14Q (187857.940000 sec): 3 clusters
  Score: Raw -7792633.734158 + Penalty 5383.548522 = -7787250.185636
  nChanged 882
		SP:Iteration 15Q (187858.530000 sec): 3 clusters
  Score: Raw -7792954.663972 + Penalty 5383.548522 = -7787571.115450
  nChanged 828
		SP:Iteration 16Q (187859.110000 sec): 3 clusters
  Score: Raw -7793234.978731 + Penalty 5383.548522 = -7787851.430209
  nChanged 737
		SP:Iteration 17Q (187859.670000 sec): 3 clusters
  Score: Raw -7793487.805424 + Penalty 5383.548522 = -7788104.256902
  nChanged 713
		SP:Iteration 18Q (187860.270000 sec): 3 clusters
  Score: Raw -7793733.982453 + Penalty 5383.548522 = -7788350.433931
  nChanged 685
		SP:Iteration 19Q (187860.840000 sec): 3 clusters
  Score: Raw -7793983.166966 + Penalty 5383.548522 = -7788599.618444
  nChanged 701
		SP:Iteration 20F (187861.410000 sec): 3 clusters
  Score: Raw -7794239.462695 + Penalty 5383.548522 = -7788855.914173
  nChanged 695
		SP:Iteration 21Q (187862.040000 sec): 3 clusters
  Score: Raw -7794498.525341 + Penalty 5383.548522 = -7789114.976819
  nChanged 683
		SP:Iteration 22Q (187862.610000 sec): 3 clusters
  Score: Raw -7794762.598040 + Penalty 5383.548522 = -7789379.049518
  nChanged 649
		SP:Iteration 23Q (187863.130000 sec): 3 clusters
  Score: Raw -7795000.612376 + Penalty 5383.548522 = -7789617.063854
  nChanged 635
		SP:Iteration 24Q (187863.710000 sec): 3 clusters
  Score: Raw -7795242.335042 + Penalty 5383.548522 = -7789858.786520
  nChanged 636
		SP:Iteration 25Q (187864.330000 sec): 3 clusters
  Score: Raw -7795486.268101 + Penalty 5383.548522 = -7790102.719579
  nChanged 623
		SP:Iteration 26Q (187864.940000 sec): 3 clusters
  Score: Raw -7795734.066843 + Penalty 5383.548522 = -7790350.518321
  nChanged 604
		SP:Iteration 27Q (187865.470000 sec): 3 clusters
  Score: Raw -7795977.102495 + Penalty 5383.548522 = -7790593.553973
  nChanged 588
		SP:Iteration 28Q (187866.030000 sec): 3 clusters
  Score: Raw -7796219.506293 + Penalty 5383.548522 = -7790835.957771
  nChanged 521
		SP:Iteration 29Q (187866.640000 sec): 3 clusters
  Score: Raw -7796432.835599 + Penalty 5383.548522 = -7791049.287077
  nChanged 498
		SP:Iteration 30Q (187867.180000 sec): 3 clusters
  Score: Raw -7796627.724742 + Penalty 5383.548522 = -7791244.176220
  nChanged 497
		SP:Iteration 31Q (187867.760000 sec): 3 clusters
  Score: Raw -7796831.617603 + Penalty 5383.548522 = -7791448.069081
  nChanged 429
		SP:Iteration 32Q (187868.310000 sec): 3 clusters
  Score: Raw -7797005.680691 + Penalty 5383.548522 = -7791622.132169
  nChanged 351
		SP:Iteration 33Q (187868.860000 sec): 3 clusters
  Score: Raw -7797134.140914 + Penalty 5383.548522 = -7791750.592392
  nChanged 285
		SP:Iteration 34Q (187869.390000 sec): 3 clusters
  Score: Raw -7797234.718283 + Penalty 5383.548522 = -7791851.169761
  nChanged 242
		SP:Iteration 35Q (187869.970000 sec): 3 clusters
  Score: Raw -7797324.678265 + Penalty 5383.548522 = -7791941.129743
  nChanged 218
		SP:Iteration 36Q (187870.510000 sec): 3 clusters
  Score: Raw -7797401.196139 + Penalty 5383.548522 = -7792017.647617
  nChanged 172
		SP:Iteration 37Q (187871.060000 sec): 3 clusters
  Score: Raw -7797456.317880 + Penalty 5383.548522 = -7792072.769358
  nChanged 147
		SP:Iteration 38Q (187871.630000 sec): 3 clusters
  Score: Raw -7797502.458337 + Penalty 5383.548522 = -7792118.909815
  nChanged 113
		SP:Iteration 39Q (187872.170000 sec): 3 clusters
  Score: Raw -7797538.869776 + Penalty 5383.548522 = -7792155.321254
  nChanged 114
		SP:Iteration 40F (187872.710000 sec): 3 clusters
  Score: Raw -7797572.588384 + Penalty 5383.548522 = -7792189.039862
  nChanged 82
		SP:Iteration 41Q (187873.220000 sec): 3 clusters
  Score: Raw -7797593.235083 + Penalty 5383.548522 = -7792209.686561
  nChanged 64
		SP:Iteration 42Q (187873.790000 sec): 3 clusters
  Score: Raw -7797609.306369 + Penalty 5383.548522 = -7792225.757847
  nChanged 64
		SP:Iteration 43Q (187874.280000 sec): 3 clusters
  Score: Raw -7797626.931580 + Penalty 5383.548522 = -7792243.383057
  nChanged 55
		SP:Iteration 44Q (187874.870000 sec): 3 clusters
  Score: Raw -7797640.626204 + Penalty 5383.548522 = -7792257.077682
  nChanged 60
		SP:Iteration 45Q (187875.440000 sec): 3 clusters
  Score: Raw -7797658.974153 + Penalty 5383.548522 = -7792275.425631
  nChanged 59
		SP:Iteration 46Q (187875.990000 sec): 3 clusters
  Score: Raw -7797675.209852 + Penalty 5383.548522 = -7792291.661330
  nChanged 52
		SP:Iteration 47Q (187876.500000 sec): 3 clusters
  Score: Raw -7797696.678524 + Penalty 5383.548522 = -7792313.130002
  nChanged 61
		SP:Iteration 48Q (187876.990000 sec): 3 clusters
  Score: Raw -7797717.973905 + Penalty 5383.548522 = -7792334.425383
  nChanged 61
		SP:Iteration 49Q (187877.530000 sec): 3 clusters
  Score: Raw -7797738.349681 + Penalty 5383.548522 = -7792354.801159
  nChanged 66
		SP:Iteration 50Q (187878.070000 sec): 3 clusters
  Score: Raw -7797757.252919 + Penalty 5383.548522 = -7792373.704397
  nChanged 52
		SP:Iteration 51Q (187878.610000 sec): 3 clusters
  Score: Raw -7797771.871512 + Penalty 5383.548522 = -7792388.322990
  nChanged 42
		SP:Iteration 52Q (187879.060000 sec): 3 clusters
  Score: Raw -7797783.551491 + Penalty 5383.548522 = -7792400.002969
  nChanged 42
		SP:Iteration 53Q (187879.620000 sec): 3 clusters
  Score: Raw -7797795.581761 + Penalty 5383.548522 = -7792412.033238
  nChanged 44
		SP:Iteration 54Q (187880.160000 sec): 3 clusters
  Score: Raw -7797808.052456 + Penalty 5383.548522 = -7792424.503934
  nChanged 40
		SP:Iteration 55Q (187880.680000 sec): 3 clusters
  Score: Raw -7797819.417830 + Penalty 5383.548522 = -7792435.869308
  nChanged 33
		SP:Iteration 56Q (187881.230000 sec): 3 clusters
  Score: Raw -7797828.149364 + Penalty 5383.548522 = -7792444.600842
  nChanged 29
		SP:Iteration 57Q (187881.780000 sec): 3 clusters
  Score: Raw -7797834.335898 + Penalty 5383.548522 = -7792450.787376
  nChanged 17
		SP:Iteration 58Q (187882.290000 sec): 3 clusters
  Score: Raw -7797837.989042 + Penalty 5383.548522 = -7792454.440520
  nChanged 11
		SP:Iteration 59Q (187882.830000 sec): 3 clusters
  Score: Raw -7797839.619634 + Penalty 5383.548522 = -7792456.071112
  nChanged 6
		SP:Iteration 60F (187883.340000 sec): 3 clusters
  Score: Raw -7797840.733599 + Penalty 5383.548522 = -7792457.185077
  nChanged 5
		SP:Iteration 61Q (187883.850000 sec): 3 clusters
  Score: Raw -7797841.719504 + Penalty 5383.548522 = -7792458.170982
  nChanged 3
		SP:Iteration 62Q (187884.370000 sec): 3 clusters
  Score: Raw -7797842.211751 + Penalty 5383.548522 = -7792458.663229
  nChanged 2
		SP:Iteration 63Q (187884.880000 sec): 3 clusters
  Score: Raw -7797842.409187 + Penalty 5383.548522 = -7792458.860665
  nChanged 2
		SP:Iteration 64Q (187885.430000 sec): 3 clusters
  Score: Raw -7797842.834914 + Penalty 5383.548522 = -7792459.286392
  nChanged 1
		SP:Iteration 65Q (187885.920000 sec): 3 clusters
  Score: Raw -7797842.902133 + Penalty 5383.548522 = -7792459.353611
  nChanged 0
		SP:Iteration 66F (187886.530000 sec): 3 clusters
  Score: Raw -7797842.902133 + Penalty 5383.548522 = -7792459.353611
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 57 (12364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187886.730000 sec): 2 clusters
  Score: Raw -1954529.143820 + Penalty 2336.790987 = -1952192.352833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187886.980000 sec): 3 clusters
  Score: Raw -1947583.720456 + Penalty 4673.581974 = -1942910.138482
  nChanged 5354
		SP:Iteration 1F (187887.220000 sec): 3 clusters
  Score: Raw -1950540.379355 + Penalty 4673.581974 = -1945866.797380
  nChanged 872
		SP:Iteration 2F (187887.460000 sec): 3 clusters
  Score: Raw -1951011.360872 + Penalty 4673.581974 = -1946337.778897
  nChanged 731
		SP:Iteration 3F (187887.770000 sec): 3 clusters
  Score: Raw -1951405.804733 + Penalty 4673.581974 = -1946732.222758
  nChanged 666
		SP:Iteration 4F (187888.070000 sec): 3 clusters
  Score: Raw -1951798.485434 + Penalty 4673.581974 = -1947124.903460
  nChanged 646
		SP:Iteration 5F (187888.380000 sec): 3 clusters
  Score: Raw -1952275.784740 + Penalty 4673.581974 = -1947602.202765
  nChanged 716
		SP:Iteration 6F (187888.630000 sec): 3 clusters
  Score: Raw -1952913.369253 + Penalty 4673.581974 = -1948239.787279
  nChanged 821
		SP:Iteration 7F (187888.960000 sec): 3 clusters
  Score: Raw -1953725.292138 + Penalty 4673.581974 = -1949051.710164
  nChanged 821
		SP:Iteration 8F (187889.250000 sec): 3 clusters
  Score: Raw -1954476.620698 + Penalty 4673.581974 = -1949803.038724
  nChanged 712
		SP:Iteration 9F (187889.590000 sec): 3 clusters
  Score: Raw -1954986.581361 + Penalty 4673.581974 = -1950312.999386
  nChanged 494
		SP:Iteration 10Q (187889.880000 sec): 3 clusters
  Score: Raw -1955275.865946 + Penalty 4673.581974 = -1950602.283971
  nChanged 346
		SP:Iteration 11Q (187890.210000 sec): 3 clusters
  Score: Raw -1955473.108770 + Penalty 4673.581974 = -1950799.526795
  nChanged 287
		SP:Iteration 12Q (187890.480000 sec): 3 clusters
  Score: Raw -1955632.805309 + Penalty 4673.581974 = -1950959.223335
  nChanged 238
		SP:Iteration 13Q (187890.800000 sec): 3 clusters
  Score: Raw -1955766.338467 + Penalty 4673.581974 = -1951092.756493
  nChanged 192
		SP:Iteration 14Q (187891.090000 sec): 3 clusters
  Score: Raw -1955872.827863 + Penalty 4673.581974 = -1951199.245889
  nChanged 169
		SP:Iteration 15Q (187891.410000 sec): 3 clusters
  Score: Raw -1955972.017857 + Penalty 4673.581974 = -1951298.435883
  nChanged 149
		SP:Iteration 16Q (187891.670000 sec): 3 clusters
  Score: Raw -1956057.910123 + Penalty 4673.581974 = -1951384.328148
  nChanged 137
		SP:Iteration 17Q (187891.940000 sec): 3 clusters
  Score: Raw -1956132.534934 + Penalty 4673.581974 = -1951458.952959
  nChanged 99
		SP:Iteration 18Q (187892.210000 sec): 3 clusters
  Score: Raw -1956179.325671 + Penalty 4673.581974 = -1951505.743697
  nChanged 85
		SP:Iteration 19Q (187892.430000 sec): 3 clusters
  Score: Raw -1956213.047886 + Penalty 4673.581974 = -1951539.465911
  nChanged 65
		SP:Iteration 20F (187892.670000 sec): 3 clusters
  Score: Raw -1956239.668658 + Penalty 4673.581974 = -1951566.086683
  nChanged 74
		SP:Iteration 21Q (187893.050000 sec): 3 clusters
  Score: Raw -1956271.312078 + Penalty 4673.581974 = -1951597.730104
  nChanged 73
		SP:Iteration 22Q (187893.350000 sec): 3 clusters
  Score: Raw -1956300.303081 + Penalty 4673.581974 = -1951626.721107
  nChanged 66
		SP:Iteration 23Q (187893.640000 sec): 3 clusters
  Score: Raw -1956322.844225 + Penalty 4673.581974 = -1951649.262251
  nChanged 69
		SP:Iteration 24Q (187893.990000 sec): 3 clusters
  Score: Raw -1956340.658013 + Penalty 4673.581974 = -1951667.076038
  nChanged 57
		SP:Iteration 25Q (187894.270000 sec): 3 clusters
  Score: Raw -1956356.000564 + Penalty 4673.581974 = -1951682.418590
  nChanged 56
		SP:Iteration 26Q (187894.580000 sec): 3 clusters
  Score: Raw -1956372.247113 + Penalty 4673.581974 = -1951698.665138
  nChanged 56
		SP:Iteration 27Q (187894.820000 sec): 3 clusters
  Score: Raw -1956393.236152 + Penalty 4673.581974 = -1951719.654178
  nChanged 45
		SP:Iteration 28Q (187895.140000 sec): 3 clusters
  Score: Raw -1956406.300679 + Penalty 4673.581974 = -1951732.718704
  nChanged 60
		SP:Iteration 29Q (187895.420000 sec): 3 clusters
  Score: Raw -1956421.576666 + Penalty 4673.581974 = -1951747.994691
  nChanged 45
		SP:Iteration 30Q (187895.710000 sec): 3 clusters
  Score: Raw -1956432.609132 + Penalty 4673.581974 = -1951759.027158
  nChanged 21
		SP:Iteration 31Q (187896.030000 sec): 3 clusters
  Score: Raw -1956436.330271 + Penalty 4673.581974 = -1951762.748296
  nChanged 16
		SP:Iteration 32Q (187896.270000 sec): 3 clusters
  Score: Raw -1956439.574431 + Penalty 4673.581974 = -1951765.992456
  nChanged 19
		SP:Iteration 33Q (187896.570000 sec): 3 clusters
  Score: Raw -1956443.513961 + Penalty 4673.581974 = -1951769.931987
  nChanged 18
		SP:Iteration 34Q (187896.830000 sec): 3 clusters
  Score: Raw -1956446.653005 + Penalty 4673.581974 = -1951773.071031
  nChanged 17
		SP:Iteration 35Q (187897.090000 sec): 3 clusters
  Score: Raw -1956449.665570 + Penalty 4673.581974 = -1951776.083596
  nChanged 15
		SP:Iteration 36Q (187897.350000 sec): 3 clusters
  Score: Raw -1956452.056974 + Penalty 4673.581974 = -1951778.474999
  nChanged 10
		SP:Iteration 37Q (187897.600000 sec): 3 clusters
  Score: Raw -1956453.546340 + Penalty 4673.581974 = -1951779.964365
  nChanged 12
		SP:Iteration 38Q (187897.860000 sec): 3 clusters
  Score: Raw -1956455.581519 + Penalty 4673.581974 = -1951781.999545
  nChanged 17
		SP:Iteration 39Q (187898.120000 sec): 3 clusters
  Score: Raw -1956458.458191 + Penalty 4673.581974 = -1951784.876217
  nChanged 16
		SP:Iteration 40F (187898.380000 sec): 3 clusters
  Score: Raw -1956462.335816 + Penalty 4673.581974 = -1951788.753842
  nChanged 22
		SP:Iteration 41Q (187898.640000 sec): 3 clusters
  Score: Raw -1956466.523508 + Penalty 4673.581974 = -1951792.941533
  nChanged 15
		SP:Iteration 42Q (187898.900000 sec): 3 clusters
  Score: Raw -1956469.596091 + Penalty 4673.581974 = -1951796.014116
  nChanged 13
		SP:Iteration 43Q (187899.150000 sec): 3 clusters
  Score: Raw -1956471.892282 + Penalty 4673.581974 = -1951798.310308
  nChanged 10
		SP:Iteration 44Q (187899.410000 sec): 3 clusters
  Score: Raw -1956473.263846 + Penalty 4673.581974 = -1951799.681872
  nChanged 11
		SP:Iteration 45Q (187899.630000 sec): 3 clusters
  Score: Raw -1956474.833480 + Penalty 4673.581974 = -1951801.251506
  nChanged 11
		SP:Iteration 46Q (187899.890000 sec): 3 clusters
  Score: Raw -1956476.665286 + Penalty 4673.581974 = -1951803.083311
  nChanged 14
		SP:Iteration 47Q (187900.150000 sec): 3 clusters
  Score: Raw -1956478.827796 + Penalty 4673.581974 = -1951805.245822
  nChanged 12
		SP:Iteration 48Q (187900.430000 sec): 3 clusters
  Score: Raw -1956480.544107 + Penalty 4673.581974 = -1951806.962133
  nChanged 9
		SP:Iteration 49Q (187900.660000 sec): 3 clusters
  Score: Raw -1956481.693551 + Penalty 4673.581974 = -1951808.111576
  nChanged 7
		SP:Iteration 50Q (187900.920000 sec): 3 clusters
  Score: Raw -1956482.768030 + Penalty 4673.581974 = -1951809.186055
  nChanged 7
		SP:Iteration 51Q (187901.180000 sec): 3 clusters
  Score: Raw -1956483.844297 + Penalty 4673.581974 = -1951810.262323
  nChanged 7
		SP:Iteration 52Q (187901.440000 sec): 3 clusters
  Score: Raw -1956484.811053 + Penalty 4673.581974 = -1951811.229078
  nChanged 4
		SP:Iteration 53Q (187901.700000 sec): 3 clusters
  Score: Raw -1956485.570464 + Penalty 4673.581974 = -1951811.988490
  nChanged 1
		SP:Iteration 54Q (187901.960000 sec): 3 clusters
  Score: Raw -1956485.835128 + Penalty 4673.581974 = -1951812.253154
  nChanged 4
		SP:Iteration 55Q (187902.220000 sec): 3 clusters
  Score: Raw -1956486.304172 + Penalty 4673.581974 = -1951812.722198
  nChanged 2
		SP:Iteration 56Q (187902.490000 sec): 3 clusters
  Score: Raw -1956486.675084 + Penalty 4673.581974 = -1951813.093110
  nChanged 3
		SP:Iteration 57Q (187902.750000 sec): 3 clusters
  Score: Raw -1956486.975523 + Penalty 4673.581974 = -1951813.393549
  nChanged 1
		SP:Iteration 58Q (187902.960000 sec): 3 clusters
  Score: Raw -1956487.070341 + Penalty 4673.581974 = -1951813.488367
  nChanged 0
		SP:Iteration 59F (187903.260000 sec): 3 clusters
  Score: Raw -1956487.070341 + Penalty 4673.581974 = -1951813.488367
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 58 (17697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187903.490000 sec): 2 clusters
  Score: Raw -2751939.570582 + Penalty 2425.725302 = -2749513.845279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187903.810000 sec): 3 clusters
  Score: Raw -2741759.025175 + Penalty 4851.450605 = -2736907.574570
  nChanged 7663
		SP:Iteration 1F (187904.130000 sec): 3 clusters
  Score: Raw -2746100.004050 + Penalty 4851.450605 = -2741248.553445
  nChanged 1105
		SP:Iteration 2F (187904.460000 sec): 3 clusters
  Score: Raw -2746652.104386 + Penalty 4851.450605 = -2741800.653781
  nChanged 1025
		SP:Iteration 3F (187904.790000 sec): 3 clusters
  Score: Raw -2747108.772041 + Penalty 4851.450605 = -2742257.321436
  nChanged 846
		SP:Iteration 4Q (187905.110000 sec): 3 clusters
  Score: Raw -2747518.794921 + Penalty 4851.450605 = -2742667.344316
  nChanged 774
		SP:Iteration 5Q (187905.440000 sec): 3 clusters
  Score: Raw -2747861.090700 + Penalty 4851.450605 = -2743009.640096
  nChanged 731
		SP:Iteration 6Q (187905.770000 sec): 3 clusters
  Score: Raw -2748218.311315 + Penalty 4851.450605 = -2743366.860711
  nChanged 730
		SP:Iteration 7Q (187906.090000 sec): 3 clusters
  Score: Raw -2748560.811241 + Penalty 4851.450605 = -2743709.360636
  nChanged 710
		SP:Iteration 8Q (187906.420000 sec): 3 clusters
  Score: Raw -2748892.952961 + Penalty 4851.450605 = -2744041.502356
  nChanged 648
		SP:Iteration 9Q (187906.750000 sec): 3 clusters
  Score: Raw -2749219.689590 + Penalty 4851.450605 = -2744368.238986
  nChanged 615
		SP:Iteration 10Q (187907.070000 sec): 3 clusters
  Score: Raw -2749559.629888 + Penalty 4851.450605 = -2744708.179284
  nChanged 622
		SP:Iteration 11Q (187907.400000 sec): 3 clusters
  Score: Raw -2749909.612723 + Penalty 4851.450605 = -2745058.162118
  nChanged 610
		SP:Iteration 12Q (187907.730000 sec): 3 clusters
  Score: Raw -2750234.970450 + Penalty 4851.450605 = -2745383.519845
  nChanged 547
		SP:Iteration 13Q (187908.050000 sec): 3 clusters
  Score: Raw -2750497.927982 + Penalty 4851.450605 = -2745646.477377
  nChanged 452
		SP:Iteration 14Q (187908.380000 sec): 3 clusters
  Score: Raw -2750666.171731 + Penalty 4851.450605 = -2745814.721126
  nChanged 386
		SP:Iteration 15Q (187908.710000 sec): 3 clusters
  Score: Raw -2750795.762358 + Penalty 4851.450605 = -2745944.311753
  nChanged 337
		SP:Iteration 16Q (187909.040000 sec): 3 clusters
  Score: Raw -2750914.404592 + Penalty 4851.450605 = -2746062.953987
  nChanged 300
		SP:Iteration 17Q (187909.370000 sec): 3 clusters
  Score: Raw -2751021.826143 + Penalty 4851.450605 = -2746170.375538
  nChanged 307
		SP:Iteration 18Q (187909.690000 sec): 3 clusters
  Score: Raw -2751121.261983 + Penalty 4851.450605 = -2746269.811378
  nChanged 296
		SP:Iteration 19Q (187910.020000 sec): 3 clusters
  Score: Raw -2751209.630031 + Penalty 4851.450605 = -2746358.179426
  nChanged 261
		SP:Iteration 20F (187910.350000 sec): 3 clusters
  Score: Raw -2751276.914166 + Penalty 4851.450605 = -2746425.463562
  nChanged 233
		SP:Iteration 21Q (187910.670000 sec): 3 clusters
  Score: Raw -2751337.127840 + Penalty 4851.450605 = -2746485.677235
  nChanged 213
		SP:Iteration 22Q (187911.000000 sec): 3 clusters
  Score: Raw -2751395.981254 + Penalty 4851.450605 = -2746544.530649
  nChanged 203
		SP:Iteration 23Q (187911.330000 sec): 3 clusters
  Score: Raw -2751444.780337 + Penalty 4851.450605 = -2746593.329732
  nChanged 159
		SP:Iteration 24Q (187911.660000 sec): 3 clusters
  Score: Raw -2751480.331475 + Penalty 4851.450605 = -2746628.880870
  nChanged 166
		SP:Iteration 25Q (187911.990000 sec): 3 clusters
  Score: Raw -2751518.215514 + Penalty 4851.450605 = -2746666.764910
  nChanged 147
		SP:Iteration 26Q (187912.310000 sec): 3 clusters
  Score: Raw -2751554.580620 + Penalty 4851.450605 = -2746703.130015
  nChanged 154
		SP:Iteration 27Q (187912.640000 sec): 3 clusters
  Score: Raw -2751586.979013 + Penalty 4851.450605 = -2746735.528409
  nChanged 124
		SP:Iteration 28Q (187912.970000 sec): 3 clusters
  Score: Raw -2751607.147487 + Penalty 4851.450605 = -2746755.696883
  nChanged 109
		SP:Iteration 29Q (187913.300000 sec): 3 clusters
  Score: Raw -2751623.738906 + Penalty 4851.450605 = -2746772.288302
  nChanged 85
		SP:Iteration 30Q (187913.630000 sec): 3 clusters
  Score: Raw -2751633.853911 + Penalty 4851.450605 = -2746782.403307
  nChanged 75
		SP:Iteration 31Q (187913.950000 sec): 3 clusters
  Score: Raw -2751645.043884 + Penalty 4851.450605 = -2746793.593279
  nChanged 80
		SP:Iteration 32Q (187914.280000 sec): 3 clusters
  Score: Raw -2751658.722512 + Penalty 4851.450605 = -2746807.271907
  nChanged 87
		SP:Iteration 33Q (187914.610000 sec): 3 clusters
  Score: Raw -2751670.859857 + Penalty 4851.450605 = -2746819.409252
  nChanged 73
		SP:Iteration 34Q (187914.970000 sec): 3 clusters
  Score: Raw -2751680.354387 + Penalty 4851.450605 = -2746828.903783
  nChanged 60
		SP:Iteration 35Q (187915.340000 sec): 3 clusters
  Score: Raw -2751688.497626 + Penalty 4851.450605 = -2746837.047021
  nChanged 58
		SP:Iteration 36Q (187915.690000 sec): 3 clusters
  Score: Raw -2751697.862840 + Penalty 4851.450605 = -2746846.412235
  nChanged 58
		SP:Iteration 37Q (187916.030000 sec): 3 clusters
  Score: Raw -2751706.884767 + Penalty 4851.450605 = -2746855.434163
  nChanged 69
		SP:Iteration 38Q (187916.290000 sec): 3 clusters
  Score: Raw -2751715.818899 + Penalty 4851.450605 = -2746864.368295
  nChanged 67
		SP:Iteration 39Q (187916.620000 sec): 3 clusters
  Score: Raw -2751724.412770 + Penalty 4851.450605 = -2746872.962166
  nChanged 62
		SP:Iteration 40F (187916.970000 sec): 3 clusters
  Score: Raw -2751734.622232 + Penalty 4851.450605 = -2746883.171628
  nChanged 70
		SP:Iteration 41Q (187917.270000 sec): 3 clusters
  Score: Raw -2751746.251010 + Penalty 4851.450605 = -2746894.800405
  nChanged 85
		SP:Iteration 42Q (187917.560000 sec): 3 clusters
  Score: Raw -2751758.724980 + Penalty 4851.450605 = -2746907.274375
  nChanged 75
		SP:Iteration 43Q (187917.970000 sec): 3 clusters
  Score: Raw -2751769.974454 + Penalty 4851.450605 = -2746918.523849
  nChanged 66
		SP:Iteration 44Q (187918.270000 sec): 3 clusters
  Score: Raw -2751781.500782 + Penalty 4851.450605 = -2746930.050177
  nChanged 78
		SP:Iteration 45Q (187918.660000 sec): 3 clusters
  Score: Raw -2751794.032405 + Penalty 4851.450605 = -2746942.581800
  nChanged 74
		SP:Iteration 46Q (187919.050000 sec): 3 clusters
  Score: Raw -2751804.503665 + Penalty 4851.450605 = -2746953.053061
  nChanged 65
		SP:Iteration 47Q (187919.380000 sec): 3 clusters
  Score: Raw -2751813.206712 + Penalty 4851.450605 = -2746961.756107
  nChanged 64
		SP:Iteration 48Q (187919.720000 sec): 3 clusters
  Score: Raw -2751822.986428 + Penalty 4851.450605 = -2746971.535824
  nChanged 61
		SP:Iteration 49Q (187920.060000 sec): 3 clusters
  Score: Raw -2751831.500259 + Penalty 4851.450605 = -2746980.049654
  nChanged 71
		SP:Iteration 50Q (187920.410000 sec): 3 clusters
  Score: Raw -2751844.845560 + Penalty 4851.450605 = -2746993.394955
  nChanged 64
		SP:Iteration 51Q (187920.690000 sec): 3 clusters
  Score: Raw -2751855.286992 + Penalty 4851.450605 = -2747003.836387
  nChanged 67
		SP:Iteration 52Q (187921.060000 sec): 3 clusters
  Score: Raw -2751863.099491 + Penalty 4851.450605 = -2747011.648887
  nChanged 42
		SP:Iteration 53Q (187921.280000 sec): 3 clusters
  Score: Raw -2751868.314789 + Penalty 4851.450605 = -2747016.864185
  nChanged 52
		SP:Iteration 54Q (187921.650000 sec): 3 clusters
  Score: Raw -2751875.875512 + Penalty 4851.450605 = -2747024.424907
  nChanged 56
		SP:Iteration 55Q (187921.990000 sec): 3 clusters
  Score: Raw -2751883.128378 + Penalty 4851.450605 = -2747031.677773
  nChanged 52
		SP:Iteration 56Q (187922.370000 sec): 3 clusters
  Score: Raw -2751889.304088 + Penalty 4851.450605 = -2747037.853483
  nChanged 53
		SP:Iteration 57Q (187922.740000 sec): 3 clusters
  Score: Raw -2751895.332807 + Penalty 4851.450605 = -2747043.882202
  nChanged 41
		SP:Iteration 58Q (187923.020000 sec): 3 clusters
  Score: Raw -2751899.645743 + Penalty 4851.450605 = -2747048.195138
  nChanged 43
		SP:Iteration 59Q (187923.340000 sec): 3 clusters
  Score: Raw -2751904.611812 + Penalty 4851.450605 = -2747053.161207
  nChanged 46
		SP:Iteration 60F (187923.690000 sec): 3 clusters
  Score: Raw -2751909.740233 + Penalty 4851.450605 = -2747058.289628
  nChanged 44
		SP:Iteration 61Q (187923.980000 sec): 3 clusters
  Score: Raw -2751914.973389 + Penalty 4851.450605 = -2747063.522784
  nChanged 39
		SP:Iteration 62Q (187924.360000 sec): 3 clusters
  Score: Raw -2751918.696339 + Penalty 4851.450605 = -2747067.245735
  nChanged 32
		SP:Iteration 63Q (187924.740000 sec): 3 clusters
  Score: Raw -2751922.412786 + Penalty 4851.450605 = -2747070.962181
  nChanged 44
		SP:Iteration 64Q (187925.080000 sec): 3 clusters
  Score: Raw -2751928.344697 + Penalty 4851.450605 = -2747076.894092
  nChanged 51
		SP:Iteration 65Q (187925.400000 sec): 3 clusters
  Score: Raw -2751935.472697 + Penalty 4851.450605 = -2747084.022092
  nChanged 47
		SP:Iteration 66Q (187925.730000 sec): 3 clusters
  Score: Raw -2751942.457393 + Penalty 4851.450605 = -2747091.006788
  nChanged 56
		SP:Iteration 67Q (187926.050000 sec): 3 clusters
  Score: Raw -2751950.265223 + Penalty 4851.450605 = -2747098.814618
  nChanged 57
		SP:Iteration 68Q (187926.350000 sec): 3 clusters
  Score: Raw -2751958.329446 + Penalty 4851.450605 = -2747106.878841
  nChanged 53
		SP:Iteration 69Q (187926.680000 sec): 3 clusters
  Score: Raw -2751965.419289 + Penalty 4851.450605 = -2747113.968685
  nChanged 57
		SP:Iteration 70Q (187927.040000 sec): 3 clusters
  Score: Raw -2751971.554726 + Penalty 4851.450605 = -2747120.104121
  nChanged 49
		SP:Iteration 71Q (187927.400000 sec): 3 clusters
  Score: Raw -2751976.984319 + Penalty 4851.450605 = -2747125.533714
  nChanged 44
		SP:Iteration 72Q (187927.770000 sec): 3 clusters
  Score: Raw -2751983.803158 + Penalty 4851.450605 = -2747132.352553
  nChanged 62
		SP:Iteration 73Q (187928.110000 sec): 3 clusters
  Score: Raw -2751993.479706 + Penalty 4851.450605 = -2747142.029101
  nChanged 62
		SP:Iteration 74Q (187928.420000 sec): 3 clusters
  Score: Raw -2752001.713754 + Penalty 4851.450605 = -2747150.263149
  nChanged 63
		SP:Iteration 75Q (187928.720000 sec): 3 clusters
  Score: Raw -2752010.292845 + Penalty 4851.450605 = -2747158.842241
  nChanged 65
		SP:Iteration 76Q (187929.030000 sec): 3 clusters
  Score: Raw -2752019.084880 + Penalty 4851.450605 = -2747167.634276
  nChanged 69
		SP:Iteration 77Q (187929.310000 sec): 3 clusters
  Score: Raw -2752029.341060 + Penalty 4851.450605 = -2747177.890456
  nChanged 81
		SP:Iteration 78Q (187929.520000 sec): 3 clusters
  Score: Raw -2752041.051059 + Penalty 4851.450605 = -2747189.600454
  nChanged 71
		SP:Iteration 79Q (187929.810000 sec): 3 clusters
  Score: Raw -2752052.564243 + Penalty 4851.450605 = -2747201.113638
  nChanged 81
		SP:Iteration 80F (187930.060000 sec): 3 clusters
  Score: Raw -2752065.749253 + Penalty 4851.450605 = -2747214.298649
  nChanged 97
		SP:Iteration 81Q (187930.370000 sec): 3 clusters
  Score: Raw -2752083.840871 + Penalty 4851.450605 = -2747232.390267
  nChanged 116
		SP:Iteration 82Q (187930.680000 sec): 3 clusters
  Score: Raw -2752107.077555 + Penalty 4851.450605 = -2747255.626950
  nChanged 142
		SP:Iteration 83Q (187930.960000 sec): 3 clusters
  Score: Raw -2752138.337196 + Penalty 4851.450605 = -2747286.886591
  nChanged 151
		SP:Iteration 84Q (187931.280000 sec): 3 clusters
  Score: Raw -2752169.866675 + Penalty 4851.450605 = -2747318.416070
  nChanged 140
		SP:Iteration 85Q (187931.570000 sec): 3 clusters
  Score: Raw -2752195.069174 + Penalty 4851.450605 = -2747343.618569
  nChanged 122
		SP:Iteration 86Q (187931.850000 sec): 3 clusters
  Score: Raw -2752217.647861 + Penalty 4851.450605 = -2747366.197256
  nChanged 122
		SP:Iteration 87Q (187932.130000 sec): 3 clusters
  Score: Raw -2752244.705476 + Penalty 4851.450605 = -2747393.254871
  nChanged 129
		SP:Iteration 88Q (187932.530000 sec): 3 clusters
  Score: Raw -2752271.277425 + Penalty 4851.450605 = -2747419.826820
  nChanged 143
		SP:Iteration 89Q (187932.800000 sec): 3 clusters
  Score: Raw -2752299.699082 + Penalty 4851.450605 = -2747448.248477
  nChanged 142
		SP:Iteration 90Q (187933.110000 sec): 3 clusters
  Score: Raw -2752327.025447 + Penalty 4851.450605 = -2747475.574842
  nChanged 120
		SP:Iteration 91Q (187933.410000 sec): 3 clusters
  Score: Raw -2752356.113586 + Penalty 4851.450605 = -2747504.662981
  nChanged 132
		SP:Iteration 92Q (187933.720000 sec): 3 clusters
  Score: Raw -2752387.249513 + Penalty 4851.450605 = -2747535.798908
  nChanged 121
		SP:Iteration 93Q (187934.050000 sec): 3 clusters
  Score: Raw -2752414.537409 + Penalty 4851.450605 = -2747563.086805
  nChanged 125
		SP:Iteration 94Q (187934.480000 sec): 3 clusters
  Score: Raw -2752440.237532 + Penalty 4851.450605 = -2747588.786927
  nChanged 136
		SP:Iteration 95Q (187934.740000 sec): 3 clusters
  Score: Raw -2752468.340409 + Penalty 4851.450605 = -2747616.889804
  nChanged 125
		SP:Iteration 96Q (187935.090000 sec): 3 clusters
  Score: Raw -2752493.925764 + Penalty 4851.450605 = -2747642.475160
  nChanged 142
		SP:Iteration 97Q (187935.430000 sec): 3 clusters
  Score: Raw -2752529.255089 + Penalty 4851.450605 = -2747677.804484
  nChanged 157
		SP:Iteration 98Q (187935.760000 sec): 3 clusters
  Score: Raw -2752569.361159 + Penalty 4851.450605 = -2747717.910554
  nChanged 151
		SP:Iteration 99Q (187936.090000 sec): 3 clusters
  Score: Raw -2752605.749188 + Penalty 4851.450605 = -2747754.298583
  nChanged 127
		SP:Iteration 100F (187936.400000 sec): 3 clusters
  Score: Raw -2752637.579417 + Penalty 4851.450605 = -2747786.128813
  nChanged 139
		SP:Iteration 101Q (187936.700000 sec): 3 clusters
  Score: Raw -2752671.380879 + Penalty 4851.450605 = -2747819.930274
  nChanged 120
		SP:Iteration 102Q (187937.060000 sec): 3 clusters
  Score: Raw -2752700.798495 + Penalty 4851.450605 = -2747849.347891
  nChanged 142
		SP:Iteration 103Q (187937.310000 sec): 3 clusters
  Score: Raw -2752736.166463 + Penalty 4851.450605 = -2747884.715858
  nChanged 139
		SP:Iteration 104Q (187937.640000 sec): 3 clusters
  Score: Raw -2752771.767310 + Penalty 4851.450605 = -2747920.316705
  nChanged 130
		SP:Iteration 105Q (187937.890000 sec): 3 clusters
  Score: Raw -2752802.659120 + Penalty 4851.450605 = -2747951.208516
  nChanged 110
		SP:Iteration 106Q (187938.200000 sec): 3 clusters
  Score: Raw -2752827.712792 + Penalty 4851.450605 = -2747976.262188
  nChanged 98
		SP:Iteration 107Q (187938.520000 sec): 3 clusters
  Score: Raw -2752851.592416 + Penalty 4851.450605 = -2748000.141812
  nChanged 98
		SP:Iteration 108Q (187938.800000 sec): 3 clusters
  Score: Raw -2752872.833039 + Penalty 4851.450605 = -2748021.382434
  nChanged 92
		SP:Iteration 109Q (187939.080000 sec): 3 clusters
  Score: Raw -2752897.432450 + Penalty 4851.450605 = -2748045.981846
  nChanged 97
		SP:Iteration 110Q (187939.340000 sec): 3 clusters
  Score: Raw -2752927.193957 + Penalty 4851.450605 = -2748075.743352
  nChanged 112
		SP:Iteration 111Q (187939.590000 sec): 3 clusters
  Score: Raw -2752956.418163 + Penalty 4851.450605 = -2748104.967558
  nChanged 102
		SP:Iteration 112Q (187939.870000 sec): 3 clusters
  Score: Raw -2752985.166700 + Penalty 4851.450605 = -2748133.716096
  nChanged 110
		SP:Iteration 113Q (187940.230000 sec): 3 clusters
  Score: Raw -2753014.878770 + Penalty 4851.450605 = -2748163.428166
  nChanged 111
		SP:Iteration 114Q (187940.460000 sec): 3 clusters
  Score: Raw -2753046.480917 + Penalty 4851.450605 = -2748195.030312
  nChanged 98
		SP:Iteration 115Q (187940.730000 sec): 3 clusters
  Score: Raw -2753075.115251 + Penalty 4851.450605 = -2748223.664646
  nChanged 92
		SP:Iteration 116Q (187940.980000 sec): 3 clusters
  Score: Raw -2753098.795601 + Penalty 4851.450605 = -2748247.344997
  nChanged 96
		SP:Iteration 117Q (187941.250000 sec): 3 clusters
  Score: Raw -2753122.650852 + Penalty 4851.450605 = -2748271.200247
  nChanged 80
		SP:Iteration 118Q (187941.500000 sec): 3 clusters
  Score: Raw -2753142.816673 + Penalty 4851.450605 = -2748291.366068
  nChanged 78
		SP:Iteration 119Q (187941.750000 sec): 3 clusters
  Score: Raw -2753164.208132 + Penalty 4851.450605 = -2748312.757527
  nChanged 85
		SP:Iteration 120F (187942.030000 sec): 3 clusters
  Score: Raw -2753186.531415 + Penalty 4851.450605 = -2748335.080810
  nChanged 78
		SP:Iteration 121Q (187942.370000 sec): 3 clusters
  Score: Raw -2753208.534500 + Penalty 4851.450605 = -2748357.083895
  nChanged 73
		SP:Iteration 122Q (187942.620000 sec): 3 clusters
  Score: Raw -2753227.257628 + Penalty 4851.450605 = -2748375.807023
  nChanged 60
		SP:Iteration 123Q (187942.890000 sec): 3 clusters
  Score: Raw -2753241.294835 + Penalty 4851.450605 = -2748389.844231
  nChanged 49
		SP:Iteration 124Q (187943.160000 sec): 3 clusters
  Score: Raw -2753253.299889 + Penalty 4851.450605 = -2748401.849284
  nChanged 47
		SP:Iteration 125Q (187943.470000 sec): 3 clusters
  Score: Raw -2753264.099429 + Penalty 4851.450605 = -2748412.648824
  nChanged 38
		SP:Iteration 126Q (187943.710000 sec): 3 clusters
  Score: Raw -2753273.677177 + Penalty 4851.450605 = -2748422.226572
  nChanged 42
		SP:Iteration 127Q (187943.990000 sec): 3 clusters
  Score: Raw -2753283.064482 + Penalty 4851.450605 = -2748431.613878
  nChanged 35
		SP:Iteration 128Q (187944.260000 sec): 3 clusters
  Score: Raw -2753289.435389 + Penalty 4851.450605 = -2748437.984784
  nChanged 26
		SP:Iteration 129Q (187944.620000 sec): 3 clusters
  Score: Raw -2753293.797895 + Penalty 4851.450605 = -2748442.347291
  nChanged 22
		SP:Iteration 130Q (187944.880000 sec): 3 clusters
  Score: Raw -2753297.101836 + Penalty 4851.450605 = -2748445.651232
  nChanged 10
		SP:Iteration 131Q (187945.220000 sec): 3 clusters
  Score: Raw -2753298.606319 + Penalty 4851.450605 = -2748447.155714
  nChanged 7
		SP:Iteration 132Q (187945.520000 sec): 3 clusters
  Score: Raw -2753300.026954 + Penalty 4851.450605 = -2748448.576350
  nChanged 8
		SP:Iteration 133Q (187945.900000 sec): 3 clusters
  Score: Raw -2753301.380766 + Penalty 4851.450605 = -2748449.930162
  nChanged 8
		SP:Iteration 134Q (187946.270000 sec): 3 clusters
  Score: Raw -2753302.228970 + Penalty 4851.450605 = -2748450.778366
  nChanged 3
		SP:Iteration 135Q (187946.670000 sec): 3 clusters
  Score: Raw -2753302.731607 + Penalty 4851.450605 = -2748451.281002
  nChanged 6
		SP:Iteration 136Q (187946.930000 sec): 3 clusters
  Score: Raw -2753303.718444 + Penalty 4851.450605 = -2748452.267839
  nChanged 4
		SP:Iteration 137Q (187947.260000 sec): 3 clusters
  Score: Raw -2753304.195979 + Penalty 4851.450605 = -2748452.745374
  nChanged 5
		SP:Iteration 138Q (187947.530000 sec): 3 clusters
  Score: Raw -2753304.785060 + Penalty 4851.450605 = -2748453.334456
  nChanged 7
		SP:Iteration 139Q (187947.880000 sec): 3 clusters
  Score: Raw -2753305.740151 + Penalty 4851.450605 = -2748454.289547
  nChanged 6
		SP:Iteration 140F (187948.190000 sec): 3 clusters
  Score: Raw -2753306.610590 + Penalty 4851.450605 = -2748455.159985
  nChanged 3
		SP:Iteration 141Q (187948.520000 sec): 3 clusters
  Score: Raw -2753307.135877 + Penalty 4851.450605 = -2748455.685272
  nChanged 3
		SP:Iteration 142Q (187948.820000 sec): 3 clusters
  Score: Raw -2753307.813350 + Penalty 4851.450605 = -2748456.362746
  nChanged 5
		SP:Iteration 143Q (187949.120000 sec): 3 clusters
  Score: Raw -2753308.431093 + Penalty 4851.450605 = -2748456.980488
  nChanged 3
		SP:Iteration 144Q (187949.380000 sec): 3 clusters
  Score: Raw -2753308.902211 + Penalty 4851.450605 = -2748457.451606
  nChanged 4
		SP:Iteration 145Q (187949.710000 sec): 3 clusters
  Score: Raw -2753309.518064 + Penalty 4851.450605 = -2748458.067459
  nChanged 4
		SP:Iteration 146Q (187949.980000 sec): 3 clusters
  Score: Raw -2753310.025602 + Penalty 4851.450605 = -2748458.574998
  nChanged 5
		SP:Iteration 147Q (187950.310000 sec): 3 clusters
  Score: Raw -2753311.136746 + Penalty 4851.450605 = -2748459.686142
  nChanged 5
		SP:Iteration 148Q (187950.590000 sec): 3 clusters
  Score: Raw -2753311.639928 + Penalty 4851.450605 = -2748460.189324
  nChanged 1
		SP:Iteration 149Q (187950.850000 sec): 3 clusters
  Score: Raw -2753311.700727 + Penalty 4851.450605 = -2748460.250123
  nChanged 1
		SP:Iteration 150Q (187951.160000 sec): 3 clusters
  Score: Raw -2753311.864035 + Penalty 4851.450605 = -2748460.413430
  nChanged 2
		SP:Iteration 151Q (187951.500000 sec): 3 clusters
  Score: Raw -2753312.287405 + Penalty 4851.450605 = -2748460.836801
  nChanged 1
		SP:Iteration 152Q (187951.850000 sec): 3 clusters
  Score: Raw -2753312.376853 + Penalty 4851.450605 = -2748460.926248
  nChanged 2
		SP:Iteration 153Q (187952.190000 sec): 3 clusters
  Score: Raw -2753312.554429 + Penalty 4851.450605 = -2748461.103825
  nChanged 2
		SP:Iteration 154Q (187952.500000 sec): 3 clusters
  Score: Raw -2753312.860889 + Penalty 4851.450605 = -2748461.410285
  nChanged 2
		SP:Iteration 155Q (187952.830000 sec): 3 clusters
  Score: Raw -2753313.107582 + Penalty 4851.450605 = -2748461.656978
  nChanged 1
		SP:Iteration 156Q (187953.160000 sec): 3 clusters
  Score: Raw -2753313.259987 + Penalty 4851.450605 = -2748461.809382
  nChanged 3
		SP:Iteration 157Q (187953.510000 sec): 3 clusters
  Score: Raw -2753313.489165 + Penalty 4851.450605 = -2748462.038560
  nChanged 2
		SP:Iteration 158Q (187953.780000 sec): 3 clusters
  Score: Raw -2753313.745074 + Penalty 4851.450605 = -2748462.294470
  nChanged 2
		SP:Iteration 159Q (187954.060000 sec): 3 clusters
  Score: Raw -2753313.949260 + Penalty 4851.450605 = -2748462.498656
  nChanged 2
		SP:Iteration 160F (187954.410000 sec): 3 clusters
  Score: Raw -2753314.242365 + Penalty 4851.450605 = -2748462.791760
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 59 (17346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187954.610000 sec): 2 clusters
  Score: Raw -2658751.870608 + Penalty 2420.757068 = -2656331.113539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187954.890000 sec): 3 clusters
  Score: Raw -2648710.576058 + Penalty 4841.514137 = -2643869.061921
  nChanged 7683
		SP:Iteration 1F (187955.210000 sec): 3 clusters
  Score: Raw -2652840.627482 + Penalty 4841.514137 = -2647999.113346
  nChanged 1132
		SP:Iteration 2F (187955.470000 sec): 3 clusters
  Score: Raw -2653362.387969 + Penalty 4841.514137 = -2648520.873832
  nChanged 991
		SP:Iteration 3F (187955.710000 sec): 3 clusters
  Score: Raw -2653808.349779 + Penalty 4841.514137 = -2648966.835643
  nChanged 904
		SP:Iteration 4F (187956.030000 sec): 3 clusters
  Score: Raw -2654247.317990 + Penalty 4841.514137 = -2649405.803854
  nChanged 921
		SP:Iteration 5F (187956.320000 sec): 3 clusters
  Score: Raw -2654736.147449 + Penalty 4841.514137 = -2649894.633312
  nChanged 937
		SP:Iteration 6F (187956.630000 sec): 3 clusters
  Score: Raw -2655302.362133 + Penalty 4841.514137 = -2650460.847996
  nChanged 946
		SP:Iteration 7F (187956.910000 sec): 3 clusters
  Score: Raw -2655865.793170 + Penalty 4841.514137 = -2651024.279033
  nChanged 887
		SP:Iteration 8F (187957.200000 sec): 3 clusters
  Score: Raw -2656381.948084 + Penalty 4841.514137 = -2651540.433947
  nChanged 783
		SP:Iteration 9Q (187957.520000 sec): 3 clusters
  Score: Raw -2656834.424242 + Penalty 4841.514137 = -2651992.910105
  nChanged 685
		SP:Iteration 10Q (187957.820000 sec): 3 clusters
  Score: Raw -2657220.392494 + Penalty 4841.514137 = -2652378.878357
  nChanged 575
		SP:Iteration 11Q (187958.150000 sec): 3 clusters
  Score: Raw -2657534.913444 + Penalty 4841.514137 = -2652693.399307
  nChanged 500
		SP:Iteration 12Q (187958.600000 sec): 3 clusters
  Score: Raw -2657815.864020 + Penalty 4841.514137 = -2652974.349883
  nChanged 462
		SP:Iteration 13Q (187958.900000 sec): 3 clusters
  Score: Raw -2658085.553774 + Penalty 4841.514137 = -2653244.039637
  nChanged 407
		SP:Iteration 14Q (187959.310000 sec): 3 clusters
  Score: Raw -2658330.167100 + Penalty 4841.514137 = -2653488.652963
  nChanged 361
		SP:Iteration 15Q (187959.670000 sec): 3 clusters
  Score: Raw -2658556.514217 + Penalty 4841.514137 = -2653715.000080
  nChanged 307
		SP:Iteration 16Q (187960.070000 sec): 3 clusters
  Score: Raw -2658760.398713 + Penalty 4841.514137 = -2653918.884576
  nChanged 243
		SP:Iteration 17Q (187960.370000 sec): 3 clusters
  Score: Raw -2658928.070531 + Penalty 4841.514137 = -2654086.556394
  nChanged 197
		SP:Iteration 18Q (187960.710000 sec): 3 clusters
  Score: Raw -2659062.660311 + Penalty 4841.514137 = -2654221.146175
  nChanged 139
		SP:Iteration 19Q (187960.990000 sec): 3 clusters
  Score: Raw -2659159.755755 + Penalty 4841.514137 = -2654318.241618
  nChanged 101
		SP:Iteration 20F (187961.280000 sec): 3 clusters
  Score: Raw -2659228.454566 + Penalty 4841.514137 = -2654386.940429
  nChanged 64
		SP:Iteration 21Q (187961.640000 sec): 3 clusters
  Score: Raw -2659269.822131 + Penalty 4841.514137 = -2654428.307995
  nChanged 52
		SP:Iteration 22Q (187962.010000 sec): 3 clusters
  Score: Raw -2659301.715725 + Penalty 4841.514137 = -2654460.201589
  nChanged 42
		SP:Iteration 23Q (187962.340000 sec): 3 clusters
  Score: Raw -2659327.031111 + Penalty 4841.514137 = -2654485.516974
  nChanged 22
		SP:Iteration 24Q (187962.610000 sec): 3 clusters
  Score: Raw -2659341.198911 + Penalty 4841.514137 = -2654499.684774
  nChanged 14
		SP:Iteration 25Q (187962.900000 sec): 3 clusters
  Score: Raw -2659349.134453 + Penalty 4841.514137 = -2654507.620317
  nChanged 9
		SP:Iteration 26Q (187963.230000 sec): 3 clusters
  Score: Raw -2659355.861572 + Penalty 4841.514137 = -2654514.347436
  nChanged 10
		SP:Iteration 27Q (187963.590000 sec): 3 clusters
  Score: Raw -2659362.786659 + Penalty 4841.514137 = -2654521.272522
  nChanged 9
		SP:Iteration 28Q (187963.880000 sec): 3 clusters
  Score: Raw -2659368.543999 + Penalty 4841.514137 = -2654527.029862
  nChanged 9
		SP:Iteration 29Q (187964.110000 sec): 3 clusters
  Score: Raw -2659373.179239 + Penalty 4841.514137 = -2654531.665103
  nChanged 7
		SP:Iteration 30Q (187964.460000 sec): 3 clusters
  Score: Raw -2659377.165323 + Penalty 4841.514137 = -2654535.651186
  nChanged 8
		SP:Iteration 31Q (187964.730000 sec): 3 clusters
  Score: Raw -2659382.657120 + Penalty 4841.514137 = -2654541.142984
  nChanged 7
		SP:Iteration 32Q (187965.070000 sec): 3 clusters
  Score: Raw -2659386.730768 + Penalty 4841.514137 = -2654545.216631
  nChanged 4
		SP:Iteration 33Q (187965.330000 sec): 3 clusters
  Score: Raw -2659388.418827 + Penalty 4841.514137 = -2654546.904690
  nChanged 4
		SP:Iteration 34Q (187965.650000 sec): 3 clusters
  Score: Raw -2659390.377480 + Penalty 4841.514137 = -2654548.863343
  nChanged 4
		SP:Iteration 35Q (187965.910000 sec): 3 clusters
  Score: Raw -2659392.391485 + Penalty 4841.514137 = -2654550.877348
  nChanged 3
		SP:Iteration 36Q (187966.230000 sec): 3 clusters
  Score: Raw -2659393.490786 + Penalty 4841.514137 = -2654551.976649
  nChanged 1
		SP:Iteration 37Q (187966.550000 sec): 3 clusters
  Score: Raw -2659393.692344 + Penalty 4841.514137 = -2654552.178208
  nChanged 0
		SP:Iteration 38F (187966.870000 sec): 3 clusters
  Score: Raw -2659393.692344 + Penalty 4841.514137 = -2654552.178208
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 60 (47000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (187967.330000 sec): 2 clusters
  Score: Raw -7184095.642683 + Penalty 2667.959914 = -7181427.682769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (187967.970000 sec): 3 clusters
  Score: Raw -7155282.762317 + Penalty 5335.919829 = -7149946.842488
  nChanged 21556
		SP:Iteration 1F (187968.640000 sec): 3 clusters
  Score: Raw -7168369.617126 + Penalty 5335.919829 = -7163033.697297
  nChanged 2987
		SP:Iteration 2F (187969.180000 sec): 3 clusters
  Score: Raw -7170030.222368 + Penalty 5335.919829 = -7164694.302539
  nChanged 3006
		SP:Iteration 3F (187969.710000 sec): 3 clusters
  Score: Raw -7171685.220055 + Penalty 5335.919829 = -7166349.300227
  nChanged 2926
		SP:Iteration 4F (187970.200000 sec): 3 clusters
  Score: Raw -7173294.375133 + Penalty 5335.919829 = -7167958.455304
  nChanged 2680
		SP:Iteration 5F (187970.680000 sec): 3 clusters
  Score: Raw -7174688.499670 + Penalty 5335.919829 = -7169352.579842
  nChanged 2441
		SP:Iteration 6F (187971.160000 sec): 3 clusters
  Score: Raw -7175968.127841 + Penalty 5335.919829 = -7170632.208012
  nChanged 2234
		SP:Iteration 7Q (187971.690000 sec): 3 clusters
  Score: Raw -7177274.691471 + Penalty 5335.919829 = -7171938.771643
  nChanged 2088
		SP:Iteration 8Q (187972.250000 sec): 3 clusters
  Score: Raw -7178661.253280 + Penalty 5335.919829 = -7173325.333452
  nChanged 1967
		SP:Iteration 9Q (187972.780000 sec): 3 clusters
  Score: Raw -7180101.957912 + Penalty 5335.919829 = -7174766.038083
  nChanged 1813
		SP:Iteration 10Q (187973.350000 sec): 3 clusters
  Score: Raw -7181427.122535 + Penalty 5335.919829 = -7176091.202706
  nChanged 1566
		SP:Iteration 11Q (187973.820000 sec): 3 clusters
  Score: Raw -7182463.079823 + Penalty 5335.919829 = -7177127.159994
  nChanged 1193
		SP:Iteration 12Q (187974.400000 sec): 3 clusters
  Score: Raw -7183114.364501 + Penalty 5335.919829 = -7177778.444672
  nChanged 942
		SP:Iteration 13Q (187974.930000 sec): 3 clusters
  Score: Raw -7183518.822652 + Penalty 5335.919829 = -7178182.902823
  nChanged 715
		SP:Iteration 14Q (187975.430000 sec): 3 clusters
  Score: Raw -7183806.828302 + Penalty 5335.919829 = -7178470.908473
  nChanged 639
		SP:Iteration 15Q (187975.970000 sec): 3 clusters
  Score: Raw -7184052.364438 + Penalty 5335.919829 = -7178716.444609
  nChanged 543
		SP:Iteration 16Q (187976.480000 sec): 3 clusters
  Score: Raw -7184241.763243 + Penalty 5335.919829 = -7178905.843414
  nChanged 515
		SP:Iteration 17Q (187977.030000 sec): 3 clusters
  Score: Raw -7184415.416034 + Penalty 5335.919829 = -7179079.496205
  nChanged 464
		SP:Iteration 18Q (187977.560000 sec): 3 clusters
  Score: Raw -7184577.754213 + Penalty 5335.919829 = -7179241.834384
  nChanged 434
		SP:Iteration 19Q (187978.080000 sec): 3 clusters
  Score: Raw -7184717.569642 + Penalty 5335.919829 = -7179381.649813
  nChanged 357
		SP:Iteration 20F (187978.620000 sec): 3 clusters
  Score: Raw -7184829.065512 + Penalty 5335.919829 = -7179493.145683
  nChanged 331
		SP:Iteration 21Q (187979.110000 sec): 3 clusters
  Score: Raw -7184933.059615 + Penalty 5335.919829 = -7179597.139786
  nChanged 299
		SP:Iteration 22Q (187979.580000 sec): 3 clusters
  Score: Raw -7185025.834156 + Penalty 5335.919829 = -7179689.914327
  nChanged 277
		SP:Iteration 23Q (187980.070000 sec): 3 clusters
  Score: Raw -7185109.898805 + Penalty 5335.919829 = -7179773.978977
  nChanged 247
		SP:Iteration 24Q (187980.550000 sec): 3 clusters
  Score: Raw -7185172.311925 + Penalty 5335.919829 = -7179836.392096
  nChanged 213
		SP:Iteration 25Q (187981.110000 sec): 3 clusters
  Score: Raw -7185230.044104 + Penalty 5335.919829 = -7179894.124275
  nChanged 193
		SP:Iteration 26Q (187981.660000 sec): 3 clusters
  Score: Raw -7185289.796703 + Penalty 5335.919829 = -7179953.876874
  nChanged 176
		SP:Iteration 27Q (187982.150000 sec): 3 clusters
  Score: Raw -7185338.768115 + Penalty 5335.919829 = -7180002.848286
  nChanged 181
		SP:Iteration 28Q (187982.690000 sec): 3 clusters
  Score: Raw -7185388.929364 + Penalty 5335.919829 = -7180053.009536
  nChanged 168
		SP:Iteration 29Q (187983.160000 sec): 3 clusters
  Score: Raw -7185438.206213 + Penalty 5335.919829 = -7180102.286384
  nChanged 154
		SP:Iteration 30Q (187983.750000 sec): 3 clusters
  Score: Raw -7185478.095662 + Penalty 5335.919829 = -7180142.175833
  nChanged 143
		SP:Iteration 31Q (187984.310000 sec): 3 clusters
  Score: Raw -7185517.863428 + Penalty 5335.919829 = -7180181.943600
  nChanged 138
		SP:Iteration 32Q (187984.750000 sec): 3 clusters
  Score: Raw -7185556.563101 + Penalty 5335.919829 = -7180220.643272
  nChanged 134
		SP:Iteration 33Q (187985.270000 sec): 3 clusters
  Score: Raw -7185595.030191 + Penalty 5335.919829 = -7180259.110362
  nChanged 138
		SP:Iteration 34Q (187985.770000 sec): 3 clusters
  Score: Raw -7185636.358895 + Penalty 5335.919829 = -7180300.439066
  nChanged 131
		SP:Iteration 35Q (187986.290000 sec): 3 clusters
  Score: Raw -7185671.517868 + Penalty 5335.919829 = -7180335.598039
  nChanged 96
		SP:Iteration 36Q (187986.740000 sec): 3 clusters
  Score: Raw -7185696.003806 + Penalty 5335.919829 = -7180360.083978
  nChanged 92
		SP:Iteration 37Q (187987.190000 sec): 3 clusters
  Score: Raw -7185722.448571 + Penalty 5335.919829 = -7180386.528742
  nChanged 88
		SP:Iteration 38Q (187987.730000 sec): 3 clusters
  Score: Raw -7185751.971023 + Penalty 5335.919829 = -7180416.051194
  nChanged 95
		SP:Iteration 39Q (187988.230000 sec): 3 clusters
  Score: Raw -7185779.942903 + Penalty 5335.919829 = -7180444.023074
  nChanged 80
		SP:Iteration 40F (187988.730000 sec): 3 clusters
  Score: Raw -7185803.638295 + Penalty 5335.919829 = -7180467.718467
  nChanged 77
		SP:Iteration 41Q (187989.280000 sec): 3 clusters
  Score: Raw -7185823.594628 + Penalty 5335.919829 = -7180487.674800
  nChanged 55
		SP:Iteration 42Q (187989.740000 sec): 3 clusters
  Score: Raw -7185836.307111 + Penalty 5335.919829 = -7180500.387282
  nChanged 46
		SP:Iteration 43Q (187990.200000 sec): 3 clusters
  Score: Raw -7185845.155605 + Penalty 5335.919829 = -7180509.235777
  nChanged 34
		SP:Iteration 44Q (187990.700000 sec): 3 clusters
  Score: Raw -7185853.610105 + Penalty 5335.919829 = -7180517.690277
  nChanged 37
		SP:Iteration 45Q (187991.130000 sec): 3 clusters
  Score: Raw -7185862.466349 + Penalty 5335.919829 = -7180526.546521
  nChanged 35
		SP:Iteration 46Q (187991.600000 sec): 3 clusters
  Score: Raw -7185871.331871 + Penalty 5335.919829 = -7180535.412042
  nChanged 33
		SP:Iteration 47Q (187992.080000 sec): 3 clusters
  Score: Raw -7185880.603269 + Penalty 5335.919829 = -7180544.683441
  nChanged 33
		SP:Iteration 48Q (187992.570000 sec): 3 clusters
  Score: Raw -7185890.210952 + Penalty 5335.919829 = -7180554.291123
  nChanged 34
		SP:Iteration 49Q (187993.040000 sec): 3 clusters
  Score: Raw -7185900.749870 + Penalty 5335.919829 = -7180564.830041
  nChanged 32
		SP:Iteration 50Q (187993.500000 sec): 3 clusters
  Score: Raw -7185909.347132 + Penalty 5335.919829 = -7180573.427303
  nChanged 37
		SP:Iteration 51Q (187993.960000 sec): 3 clusters
  Score: Raw -7185919.745486 + Penalty 5335.919829 = -7180583.825657
  nChanged 33
		SP:Iteration 52Q (187994.450000 sec): 3 clusters
  Score: Raw -7185931.089646 + Penalty 5335.919829 = -7180595.169817
  nChanged 38
		SP:Iteration 53Q (187994.950000 sec): 3 clusters
  Score: Raw -7185942.344650 + Penalty 5335.919829 = -7180606.424822
  nChanged 46
		SP:Iteration 54Q (187995.340000 sec): 3 clusters
  Score: Raw -7185958.162432 + Penalty 5335.919829 = -7180622.242603
  nChanged 48
		SP:Iteration 55Q (187995.800000 sec): 3 clusters
  Score: Raw -7185976.089590 + Penalty 5335.919829 = -7180640.169761
  nChanged 50
		SP:Iteration 56Q (187996.260000 sec): 3 clusters
  Score: Raw -7185992.144382 + Penalty 5335.919829 = -7180656.224553
  nChanged 39
		SP:Iteration 57Q (187996.620000 sec): 3 clusters
  Score: Raw -7186000.822128 + Penalty 5335.919829 = -7180664.902299
  nChanged 24
		SP:Iteration 58Q (187997.060000 sec): 3 clusters
  Score: Raw -7186006.269609 + Penalty 5335.919829 = -7180670.349780
  nChanged 24
		SP:Iteration 59Q (187997.530000 sec): 3 clusters
  Score: Raw -7186011.677487 + Penalty 5335.919829 = -7180675.757658
  nChanged 20
		SP:Iteration 60F (187998.000000 sec): 3 clusters
  Score: Raw -7186016.667373 + Penalty 5335.919829 = -7180680.747544
  nChanged 23
		SP:Iteration 61Q (187998.450000 sec): 3 clusters
  Score: Raw -7186022.323494 + Penalty 5335.919829 = -7180686.403666
  nChanged 21
		SP:Iteration 62Q (187998.910000 sec): 3 clusters
  Score: Raw -7186026.985286 + Penalty 5335.919829 = -7180691.065458
  nChanged 18
		SP:Iteration 63Q (187999.340000 sec): 3 clusters
  Score: Raw -7186032.807368 + Penalty 5335.919829 = -7180696.887539
  nChanged 27
		SP:Iteration 64Q (187999.860000 sec): 3 clusters
  Score: Raw -7186040.176018 + Penalty 5335.919829 = -7180704.256189
  nChanged 23
		SP:Iteration 65Q (188000.340000 sec): 3 clusters
  Score: Raw -7186047.763265 + Penalty 5335.919829 = -7180711.843437
  nChanged 33
		SP:Iteration 66Q (188000.800000 sec): 3 clusters
  Score: Raw -7186060.778874 + Penalty 5335.919829 = -7180724.859045
  nChanged 44
		SP:Iteration 67Q (188001.290000 sec): 3 clusters
  Score: Raw -7186079.468260 + Penalty 5335.919829 = -7180743.548432
  nChanged 57
		SP:Iteration 68Q (188001.690000 sec): 3 clusters
  Score: Raw -7186108.580040 + Penalty 5335.919829 = -7180772.660212
  nChanged 59
		SP:Iteration 69Q (188002.200000 sec): 3 clusters
  Score: Raw -7186141.222929 + Penalty 5335.919829 = -7180805.303100
  nChanged 54
		SP:Iteration 70Q (188002.610000 sec): 3 clusters
  Score: Raw -7186174.926718 + Penalty 5335.919829 = -7180839.006889
  nChanged 55
		SP:Iteration 71Q (188003.090000 sec): 3 clusters
  Score: Raw -7186202.666909 + Penalty 5335.919829 = -7180866.747080
  nChanged 57
		SP:Iteration 72Q (188003.580000 sec): 3 clusters
  Score: Raw -7186234.103007 + Penalty 5335.919829 = -7180898.183179
  nChanged 55
		SP:Iteration 73Q (188004.080000 sec): 3 clusters
  Score: Raw -7186253.022708 + Penalty 5335.919829 = -7180917.102879
  nChanged 36
		SP:Iteration 74Q (188004.550000 sec): 3 clusters
  Score: Raw -7186267.836438 + Penalty 5335.919829 = -7180931.916609
  nChanged 36
		SP:Iteration 75Q (188005.050000 sec): 3 clusters
  Score: Raw -7186280.889998 + Penalty 5335.919829 = -7180944.970169
  nChanged 30
		SP:Iteration 76Q (188005.480000 sec): 3 clusters
  Score: Raw -7186289.438270 + Penalty 5335.919829 = -7180953.518441
  nChanged 24
		SP:Iteration 77Q (188006.000000 sec): 3 clusters
  Score: Raw -7186296.579334 + Penalty 5335.919829 = -7180960.659505
  nChanged 20
		SP:Iteration 78Q (188006.510000 sec): 3 clusters
  Score: Raw -7186301.598087 + Penalty 5335.919829 = -7180965.678258
  nChanged 13
		SP:Iteration 79Q (188007.010000 sec): 3 clusters
  Score: Raw -7186304.336589 + Penalty 5335.919829 = -7180968.416760
  nChanged 7
		SP:Iteration 80F (188007.500000 sec): 3 clusters
  Score: Raw -7186305.538496 + Penalty 5335.919829 = -7180969.618668
  nChanged 4
		SP:Iteration 81Q (188007.970000 sec): 3 clusters
  Score: Raw -7186306.306932 + Penalty 5335.919829 = -7180970.387103
  nChanged 2
		SP:Iteration 82Q (188008.510000 sec): 3 clusters
  Score: Raw -7186306.509960 + Penalty 5335.919829 = -7180970.590131
  nChanged 0
		SP:Iteration 83F (188009.000000 sec): 3 clusters
  Score: Raw -7186306.509960 + Penalty 5335.919829 = -7180970.590131
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 61 (4246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188009.180000 sec): 2 clusters
  Score: Raw -664106.520437 + Penalty 2071.725695 = -662034.794742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188009.390000 sec): 3 clusters
  Score: Raw -662123.587643 + Penalty 4143.451391 = -657980.136253
  nChanged 1556
		SP:Iteration 1F (188009.580000 sec): 3 clusters
  Score: Raw -663149.122723 + Penalty 4143.451391 = -659005.671333
  nChanged 359
		SP:Iteration 2F (188009.750000 sec): 3 clusters
  Score: Raw -663612.737731 + Penalty 4143.451391 = -659469.286340
  nChanged 347
		SP:Iteration 3F (188009.890000 sec): 3 clusters
  Score: Raw -664202.704644 + Penalty 4143.451391 = -660059.253254
  nChanged 348
		SP:Iteration 4F (188010.030000 sec): 3 clusters
  Score: Raw -664652.437442 + Penalty 4143.451391 = -660508.986051
  nChanged 323
		SP:Iteration 5F (188010.230000 sec): 3 clusters
  Score: Raw -664975.524548 + Penalty 4143.451391 = -660832.073157
  nChanged 237
		SP:Iteration 6F (188010.390000 sec): 3 clusters
  Score: Raw -665204.980420 + Penalty 4143.451391 = -661061.529029
  nChanged 177
		SP:Iteration 7Q (188010.590000 sec): 3 clusters
  Score: Raw -665351.853166 + Penalty 4143.451391 = -661208.401775
  nChanged 119
		SP:Iteration 8Q (188010.760000 sec): 3 clusters
  Score: Raw -665451.216291 + Penalty 4143.451391 = -661307.764900
  nChanged 92
		SP:Iteration 9Q (188010.890000 sec): 3 clusters
  Score: Raw -665522.750626 + Penalty 4143.451391 = -661379.299236
  nChanged 61
		SP:Iteration 10Q (188011.090000 sec): 3 clusters
  Score: Raw -665571.341149 + Penalty 4143.451391 = -661427.889759
  nChanged 45
		SP:Iteration 11Q (188011.260000 sec): 3 clusters
  Score: Raw -665599.469271 + Penalty 4143.451391 = -661456.017880
  nChanged 16
		SP:Iteration 12Q (188011.430000 sec): 3 clusters
  Score: Raw -665610.144753 + Penalty 4143.451391 = -661466.693363
  nChanged 20
		SP:Iteration 13Q (188011.600000 sec): 3 clusters
  Score: Raw -665623.256904 + Penalty 4143.451391 = -661479.805513
  nChanged 22
		SP:Iteration 14Q (188011.730000 sec): 3 clusters
  Score: Raw -665633.751141 + Penalty 4143.451391 = -661490.299751
  nChanged 12
		SP:Iteration 15Q (188011.930000 sec): 3 clusters
  Score: Raw -665641.253872 + Penalty 4143.451391 = -661497.802481
  nChanged 8
		SP:Iteration 16Q (188012.130000 sec): 3 clusters
  Score: Raw -665645.165524 + Penalty 4143.451391 = -661501.714134
  nChanged 2
		SP:Iteration 17Q (188012.310000 sec): 3 clusters
  Score: Raw -665646.033567 + Penalty 4143.451391 = -661502.582176
  nChanged 0
		SP:Iteration 18F (188012.440000 sec): 3 clusters
  Score: Raw -665646.033567 + Penalty 4143.451391 = -661502.582176
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 62 (3875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188012.570000 sec): 2 clusters
  Score: Raw -581441.522645 + Penalty 2049.050634 = -579392.472011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188012.770000 sec): 3 clusters
  Score: Raw -579695.170965 + Penalty 4098.101267 = -575597.069698
  nChanged 1446
		SP:Iteration 1F (188012.970000 sec): 3 clusters
  Score: Raw -580649.525409 + Penalty 4098.101267 = -576551.424142
  nChanged 335
		SP:Iteration 2F (188013.110000 sec): 3 clusters
  Score: Raw -580937.915837 + Penalty 4098.101267 = -576839.814570
  nChanged 231
		SP:Iteration 3F (188013.310000 sec): 3 clusters
  Score: Raw -581174.176337 + Penalty 4098.101267 = -577076.075070
  nChanged 205
		SP:Iteration 4F (188013.440000 sec): 3 clusters
  Score: Raw -581396.263782 + Penalty 4098.101267 = -577298.162515
  nChanged 195
		SP:Iteration 5F (188013.640000 sec): 3 clusters
  Score: Raw -581585.398507 + Penalty 4098.101267 = -577487.297240
  nChanged 191
		SP:Iteration 6Q (188013.840000 sec): 3 clusters
  Score: Raw -581775.040139 + Penalty 4098.101267 = -577676.938872
  nChanged 157
		SP:Iteration 7Q (188014.010000 sec): 3 clusters
  Score: Raw -581924.923908 + Penalty 4098.101267 = -577826.822641
  nChanged 128
		SP:Iteration 8Q (188014.210000 sec): 3 clusters
  Score: Raw -582042.515717 + Penalty 4098.101267 = -577944.414450
  nChanged 121
		SP:Iteration 9Q (188014.400000 sec): 3 clusters
  Score: Raw -582130.421147 + Penalty 4098.101267 = -578032.319880
  nChanged 92
		SP:Iteration 10Q (188014.530000 sec): 3 clusters
  Score: Raw -582203.001266 + Penalty 4098.101267 = -578104.899999
  nChanged 91
		SP:Iteration 11Q (188014.770000 sec): 3 clusters
  Score: Raw -582265.451341 + Penalty 4098.101267 = -578167.350074
  nChanged 76
		SP:Iteration 12Q (188015.000000 sec): 3 clusters
  Score: Raw -582320.445057 + Penalty 4098.101267 = -578222.343790
  nChanged 64
		SP:Iteration 13Q (188015.180000 sec): 3 clusters
  Score: Raw -582365.460569 + Penalty 4098.101267 = -578267.359302
  nChanged 68
		SP:Iteration 14Q (188015.380000 sec): 3 clusters
  Score: Raw -582409.899019 + Penalty 4098.101267 = -578311.797752
  nChanged 55
		SP:Iteration 15Q (188015.510000 sec): 3 clusters
  Score: Raw -582440.241030 + Penalty 4098.101267 = -578342.139762
  nChanged 44
		SP:Iteration 16Q (188015.710000 sec): 3 clusters
  Score: Raw -582471.366452 + Penalty 4098.101267 = -578373.265184
  nChanged 41
		SP:Iteration 17Q (188015.910000 sec): 3 clusters
  Score: Raw -582494.637063 + Penalty 4098.101267 = -578396.535796
  nChanged 39
		SP:Iteration 18Q (188016.090000 sec): 3 clusters
  Score: Raw -582516.498189 + Penalty 4098.101267 = -578418.396922
  nChanged 43
		SP:Iteration 19Q (188016.210000 sec): 3 clusters
  Score: Raw -582537.707610 + Penalty 4098.101267 = -578439.606343
  nChanged 32
		SP:Iteration 20F (188016.400000 sec): 3 clusters
  Score: Raw -582552.333430 + Penalty 4098.101267 = -578454.232162
  nChanged 23
		SP:Iteration 21Q (188016.590000 sec): 3 clusters
  Score: Raw -582562.016183 + Penalty 4098.101267 = -578463.914916
  nChanged 17
		SP:Iteration 22Q (188016.770000 sec): 3 clusters
  Score: Raw -582569.116986 + Penalty 4098.101267 = -578471.015719
  nChanged 14
		SP:Iteration 23Q (188016.970000 sec): 3 clusters
  Score: Raw -582574.396418 + Penalty 4098.101267 = -578476.295151
  nChanged 11
		SP:Iteration 24Q (188017.160000 sec): 3 clusters
  Score: Raw -582578.538316 + Penalty 4098.101267 = -578480.437049
  nChanged 10
		SP:Iteration 25Q (188017.290000 sec): 3 clusters
  Score: Raw -582582.108892 + Penalty 4098.101267 = -578484.007625
  nChanged 8
		SP:Iteration 26Q (188017.490000 sec): 3 clusters
  Score: Raw -582586.268525 + Penalty 4098.101267 = -578488.167258
  nChanged 15
		SP:Iteration 27Q (188017.610000 sec): 3 clusters
  Score: Raw -582591.196636 + Penalty 4098.101267 = -578493.095368
  nChanged 10
		SP:Iteration 28Q (188017.750000 sec): 3 clusters
  Score: Raw -582593.964678 + Penalty 4098.101267 = -578495.863411
  nChanged 7
		SP:Iteration 29Q (188017.950000 sec): 3 clusters
  Score: Raw -582595.788343 + Penalty 4098.101267 = -578497.687075
  nChanged 3
		SP:Iteration 30Q (188018.140000 sec): 3 clusters
  Score: Raw -582596.431955 + Penalty 4098.101267 = -578498.330688
  nChanged 3
		SP:Iteration 31Q (188018.270000 sec): 3 clusters
  Score: Raw -582597.043826 + Penalty 4098.101267 = -578498.942559
  nChanged 5
		SP:Iteration 32Q (188018.470000 sec): 3 clusters
  Score: Raw -582598.773571 + Penalty 4098.101267 = -578500.672304
  nChanged 5
		SP:Iteration 33Q (188018.620000 sec): 3 clusters
  Score: Raw -582600.360191 + Penalty 4098.101267 = -578502.258924
  nChanged 2
		SP:Iteration 34Q (188018.790000 sec): 3 clusters
  Score: Raw -582600.955697 + Penalty 4098.101267 = -578502.854430
  nChanged 1
		SP:Iteration 35Q (188019.020000 sec): 3 clusters
  Score: Raw -582601.516983 + Penalty 4098.101267 = -578503.415716
  nChanged 0
		SP:Iteration 36F (188019.270000 sec): 3 clusters
  Score: Raw -582601.516983 + Penalty 4098.101267 = -578503.415716
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 63 (35524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188019.630000 sec): 2 clusters
  Score: Raw -5906147.852909 + Penalty 2598.535023 = -5903549.317886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188020.040000 sec): 3 clusters
  Score: Raw -5884539.776717 + Penalty 5197.070046 = -5879342.706670
  nChanged 16022
		SP:Iteration 1F (188020.470000 sec): 3 clusters
  Score: Raw -5893285.351616 + Penalty 5197.070046 = -5888088.281570
  nChanged 1652
		SP:Iteration 2Q (188020.980000 sec): 3 clusters
  Score: Raw -5893924.962106 + Penalty 5197.070046 = -5888727.892060
  nChanged 1734
		SP:Iteration 3Q (188021.530000 sec): 3 clusters
  Score: Raw -5894747.802949 + Penalty 5197.070046 = -5889550.732902
  nChanged 2051
		SP:Iteration 4F (188021.970000 sec): 3 clusters
  Score: Raw -5895913.106599 + Penalty 5197.070046 = -5890716.036552
  nChanged 2440
		SP:Iteration 5F (188022.420000 sec): 3 clusters
  Score: Raw -5897593.770221 + Penalty 5197.070046 = -5892396.700175
  nChanged 2768
		SP:Iteration 6F (188022.870000 sec): 3 clusters
  Score: Raw -5899851.751886 + Penalty 5197.070046 = -5894654.681839
  nChanged 2585
		SP:Iteration 7F (188023.310000 sec): 3 clusters
  Score: Raw -5902255.562401 + Penalty 5197.070046 = -5897058.492354
  nChanged 2043
		SP:Iteration 8F (188023.740000 sec): 3 clusters
  Score: Raw -5904437.742646 + Penalty 5197.070046 = -5899240.672599
  nChanged 1214
		SP:Iteration 9Q (188024.190000 sec): 3 clusters
  Score: Raw -5905960.524767 + Penalty 5197.070046 = -5900763.454720
  nChanged 629
		SP:Iteration 10Q (188024.590000 sec): 3 clusters
  Score: Raw -5906723.102549 + Penalty 5197.070046 = -5901526.032503
  nChanged 342
		SP:Iteration 11Q (188024.980000 sec): 3 clusters
  Score: Raw -5907026.562353 + Penalty 5197.070046 = -5901829.492306
  nChanged 217
		SP:Iteration 12Q (188025.370000 sec): 3 clusters
  Score: Raw -5907173.709972 + Penalty 5197.070046 = -5901976.639926
  nChanged 131
		SP:Iteration 13Q (188025.810000 sec): 3 clusters
  Score: Raw -5907244.333644 + Penalty 5197.070046 = -5902047.263598
  nChanged 89
		SP:Iteration 14Q (188026.250000 sec): 3 clusters
  Score: Raw -5907286.175803 + Penalty 5197.070046 = -5902089.105756
  nChanged 61
		SP:Iteration 15Q (188026.720000 sec): 3 clusters
  Score: Raw -5907309.070618 + Penalty 5197.070046 = -5902112.000572
  nChanged 34
		SP:Iteration 16Q (188027.140000 sec): 3 clusters
  Score: Raw -5907320.822229 + Penalty 5197.070046 = -5902123.752183
  nChanged 23
		SP:Iteration 17Q (188027.560000 sec): 3 clusters
  Score: Raw -5907328.427025 + Penalty 5197.070046 = -5902131.356978
  nChanged 13
		SP:Iteration 18Q (188027.970000 sec): 3 clusters
  Score: Raw -5907332.024805 + Penalty 5197.070046 = -5902134.954758
  nChanged 11
		SP:Iteration 19Q (188028.340000 sec): 3 clusters
  Score: Raw -5907335.386145 + Penalty 5197.070046 = -5902138.316098
  nChanged 11
		SP:Iteration 20F (188028.740000 sec): 3 clusters
  Score: Raw -5907338.485327 + Penalty 5197.070046 = -5902141.415281
  nChanged 8
		SP:Iteration 21Q (188029.100000 sec): 3 clusters
  Score: Raw -5907340.425380 + Penalty 5197.070046 = -5902143.355334
  nChanged 4
		SP:Iteration 22Q (188029.460000 sec): 3 clusters
  Score: Raw -5907341.429173 + Penalty 5197.070046 = -5902144.359126
  nChanged 4
		SP:Iteration 23Q (188029.830000 sec): 3 clusters
  Score: Raw -5907342.273858 + Penalty 5197.070046 = -5902145.203811
  nChanged 3
		SP:Iteration 24Q (188030.210000 sec): 3 clusters
  Score: Raw -5907342.916658 + Penalty 5197.070046 = -5902145.846611
  nChanged 1
		SP:Iteration 25Q (188030.620000 sec): 3 clusters
  Score: Raw -5907343.113073 + Penalty 5197.070046 = -5902146.043026
  nChanged 0
		SP:Iteration 26F (188031.040000 sec): 3 clusters
  Score: Raw -5907343.113073 + Penalty 5197.070046 = -5902146.043026
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 64 (5475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188031.140000 sec): 2 clusters
  Score: Raw -797613.187593 + Penalty 2134.770994 = -795478.416599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188031.360000 sec): 3 clusters
  Score: Raw -794938.733184 + Penalty 4269.541987 = -790669.191197
  nChanged 2172
		SP:Iteration 1F (188031.550000 sec): 3 clusters
  Score: Raw -796322.209898 + Penalty 4269.541987 = -792052.667911
  nChanged 446
		SP:Iteration 2F (188031.760000 sec): 3 clusters
  Score: Raw -796662.594890 + Penalty 4269.541987 = -792393.052902
  nChanged 376
		SP:Iteration 3F (188031.880000 sec): 3 clusters
  Score: Raw -796991.513749 + Penalty 4269.541987 = -792721.971762
  nChanged 325
		SP:Iteration 4F (188032.110000 sec): 3 clusters
  Score: Raw -797258.350856 + Penalty 4269.541987 = -792988.808869
  nChanged 280
		SP:Iteration 5F (188032.330000 sec): 3 clusters
  Score: Raw -797497.991162 + Penalty 4269.541987 = -793228.449175
  nChanged 254
		SP:Iteration 6Q (188032.520000 sec): 3 clusters
  Score: Raw -797703.987839 + Penalty 4269.541987 = -793434.445852
  nChanged 211
		SP:Iteration 7Q (188032.730000 sec): 3 clusters
  Score: Raw -797857.485118 + Penalty 4269.541987 = -793587.943131
  nChanged 175
		SP:Iteration 8Q (188032.850000 sec): 3 clusters
  Score: Raw -797969.066148 + Penalty 4269.541987 = -793699.524161
  nChanged 133
		SP:Iteration 9Q (188033.080000 sec): 3 clusters
  Score: Raw -798053.786192 + Penalty 4269.541987 = -793784.244205
  nChanged 121
		SP:Iteration 10Q (188033.400000 sec): 3 clusters
  Score: Raw -798133.621166 + Penalty 4269.541987 = -793864.079179
  nChanged 112
		SP:Iteration 11Q (188033.630000 sec): 3 clusters
  Score: Raw -798196.253640 + Penalty 4269.541987 = -793926.711653
  nChanged 86
		SP:Iteration 12Q (188033.920000 sec): 3 clusters
  Score: Raw -798239.826652 + Penalty 4269.541987 = -793970.284665
  nChanged 70
		SP:Iteration 13Q (188034.080000 sec): 3 clusters
  Score: Raw -798275.163618 + Penalty 4269.541987 = -794005.621631
  nChanged 60
		SP:Iteration 14Q (188034.280000 sec): 3 clusters
  Score: Raw -798302.849657 + Penalty 4269.541987 = -794033.307670
  nChanged 45
		SP:Iteration 15Q (188034.540000 sec): 3 clusters
  Score: Raw -798320.787390 + Penalty 4269.541987 = -794051.245403
  nChanged 31
		SP:Iteration 16Q (188034.780000 sec): 3 clusters
  Score: Raw -798332.593629 + Penalty 4269.541987 = -794063.051642
  nChanged 26
		SP:Iteration 17Q (188035.020000 sec): 3 clusters
  Score: Raw -798341.277768 + Penalty 4269.541987 = -794071.735780
  nChanged 20
		SP:Iteration 18Q (188035.200000 sec): 3 clusters
  Score: Raw -798347.204628 + Penalty 4269.541987 = -794077.662641
  nChanged 20
		SP:Iteration 19Q (188035.500000 sec): 3 clusters
  Score: Raw -798356.507040 + Penalty 4269.541987 = -794086.965053
  nChanged 27
		SP:Iteration 20F (188035.760000 sec): 3 clusters
  Score: Raw -798368.858126 + Penalty 4269.541987 = -794099.316139
  nChanged 23
		SP:Iteration 21Q (188036.060000 sec): 3 clusters
  Score: Raw -798379.405163 + Penalty 4269.541987 = -794109.863176
  nChanged 20
		SP:Iteration 22Q (188036.300000 sec): 3 clusters
  Score: Raw -798389.445430 + Penalty 4269.541987 = -794119.903443
  nChanged 26
		SP:Iteration 23Q (188036.550000 sec): 3 clusters
  Score: Raw -798402.804284 + Penalty 4269.541987 = -794133.262297
  nChanged 28
		SP:Iteration 24Q (188036.800000 sec): 3 clusters
  Score: Raw -798414.622793 + Penalty 4269.541987 = -794145.080806
  nChanged 27
		SP:Iteration 25Q (188037.030000 sec): 3 clusters
  Score: Raw -798424.591408 + Penalty 4269.541987 = -794155.049421
  nChanged 21
		SP:Iteration 26Q (188037.260000 sec): 3 clusters
  Score: Raw -798432.285625 + Penalty 4269.541987 = -794162.743637
  nChanged 15
		SP:Iteration 27Q (188037.500000 sec): 3 clusters
  Score: Raw -798436.336367 + Penalty 4269.541987 = -794166.794380
  nChanged 15
		SP:Iteration 28Q (188037.690000 sec): 3 clusters
  Score: Raw -798442.398110 + Penalty 4269.541987 = -794172.856123
  nChanged 16
		SP:Iteration 29Q (188037.930000 sec): 3 clusters
  Score: Raw -798447.663574 + Penalty 4269.541987 = -794178.121587
  nChanged 15
		SP:Iteration 30Q (188038.200000 sec): 3 clusters
  Score: Raw -798453.514664 + Penalty 4269.541987 = -794183.972677
  nChanged 10
		SP:Iteration 31Q (188038.470000 sec): 3 clusters
  Score: Raw -798456.870935 + Penalty 4269.541987 = -794187.328947
  nChanged 10
		SP:Iteration 32Q (188038.640000 sec): 3 clusters
  Score: Raw -798460.351815 + Penalty 4269.541987 = -794190.809828
  nChanged 9
		SP:Iteration 33Q (188038.830000 sec): 3 clusters
  Score: Raw -798462.855702 + Penalty 4269.541987 = -794193.313715
  nChanged 11
		SP:Iteration 34Q (188039.080000 sec): 3 clusters
  Score: Raw -798465.852809 + Penalty 4269.541987 = -794196.310821
  nChanged 6
		SP:Iteration 35Q (188039.300000 sec): 3 clusters
  Score: Raw -798467.816353 + Penalty 4269.541987 = -794198.274365
  nChanged 2
		SP:Iteration 36Q (188039.470000 sec): 3 clusters
  Score: Raw -798468.243496 + Penalty 4269.541987 = -794198.701509
  nChanged 1
		SP:Iteration 37Q (188039.700000 sec): 3 clusters
  Score: Raw -798468.544976 + Penalty 4269.541987 = -794199.002989
  nChanged 2
		SP:Iteration 38Q (188039.890000 sec): 3 clusters
  Score: Raw -798468.888619 + Penalty 4269.541987 = -794199.346632
  nChanged 0
		SP:Iteration 39F (188040.130000 sec): 3 clusters
  Score: Raw -798468.888619 + Penalty 4269.541987 = -794199.346632
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 65 (8968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188040.350000 sec): 2 clusters
  Score: Raw -1428440.202495 + Penalty 2257.151655 = -1426183.050840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188040.580000 sec): 3 clusters
  Score: Raw -1423652.480133 + Penalty 4514.303311 = -1419138.176823
  nChanged 3781
		SP:Iteration 1F (188040.830000 sec): 3 clusters
  Score: Raw -1425760.075130 + Penalty 4514.303311 = -1421245.771819
  nChanged 626
		SP:Iteration 2F (188041.100000 sec): 3 clusters
  Score: Raw -1426107.219518 + Penalty 4514.303311 = -1421592.916207
  nChanged 453
		SP:Iteration 3F (188041.320000 sec): 3 clusters
  Score: Raw -1426357.382748 + Penalty 4514.303311 = -1421843.079438
  nChanged 387
		SP:Iteration 4Q (188041.550000 sec): 3 clusters
  Score: Raw -1426589.920040 + Penalty 4514.303311 = -1422075.616730
  nChanged 369
		SP:Iteration 5Q (188041.780000 sec): 3 clusters
  Score: Raw -1426821.270154 + Penalty 4514.303311 = -1422306.966844
  nChanged 380
		SP:Iteration 6Q (188042.000000 sec): 3 clusters
  Score: Raw -1427084.798933 + Penalty 4514.303311 = -1422570.495622
  nChanged 401
		SP:Iteration 7Q (188042.260000 sec): 3 clusters
  Score: Raw -1427384.770421 + Penalty 4514.303311 = -1422870.467110
  nChanged 417
		SP:Iteration 8Q (188042.560000 sec): 3 clusters
  Score: Raw -1427722.544541 + Penalty 4514.303311 = -1423208.241231
  nChanged 451
		SP:Iteration 9F (188042.790000 sec): 3 clusters
  Score: Raw -1428087.509981 + Penalty 4514.303311 = -1423573.206671
  nChanged 421
		SP:Iteration 10Q (188043.120000 sec): 3 clusters
  Score: Raw -1428401.562578 + Penalty 4514.303311 = -1423887.259267
  nChanged 377
		SP:Iteration 11Q (188043.360000 sec): 3 clusters
  Score: Raw -1428689.722964 + Penalty 4514.303311 = -1424175.419654
  nChanged 309
		SP:Iteration 12Q (188043.650000 sec): 3 clusters
  Score: Raw -1428930.245628 + Penalty 4514.303311 = -1424415.942317
  nChanged 274
		SP:Iteration 13Q (188043.910000 sec): 3 clusters
  Score: Raw -1429120.545029 + Penalty 4514.303311 = -1424606.241719
  nChanged 210
		SP:Iteration 14Q (188044.110000 sec): 3 clusters
  Score: Raw -1429261.461352 + Penalty 4514.303311 = -1424747.158041
  nChanged 191
		SP:Iteration 15Q (188044.410000 sec): 3 clusters
  Score: Raw -1429362.520984 + Penalty 4514.303311 = -1424848.217674
  nChanged 156
		SP:Iteration 16Q (188044.670000 sec): 3 clusters
  Score: Raw -1429433.903509 + Penalty 4514.303311 = -1424919.600198
  nChanged 112
		SP:Iteration 17Q (188044.940000 sec): 3 clusters
  Score: Raw -1429484.544143 + Penalty 4514.303311 = -1424970.240833
  nChanged 93
		SP:Iteration 18Q (188045.240000 sec): 3 clusters
  Score: Raw -1429523.689638 + Penalty 4514.303311 = -1425009.386328
  nChanged 89
		SP:Iteration 19Q (188045.480000 sec): 3 clusters
  Score: Raw -1429555.675874 + Penalty 4514.303311 = -1425041.372563
  nChanged 63
		SP:Iteration 20F (188045.690000 sec): 3 clusters
  Score: Raw -1429575.731143 + Penalty 4514.303311 = -1425061.427832
  nChanged 41
		SP:Iteration 21Q (188045.940000 sec): 3 clusters
  Score: Raw -1429586.753700 + Penalty 4514.303311 = -1425072.450389
  nChanged 37
		SP:Iteration 22Q (188046.180000 sec): 3 clusters
  Score: Raw -1429597.155727 + Penalty 4514.303311 = -1425082.852417
  nChanged 31
		SP:Iteration 23Q (188046.440000 sec): 3 clusters
  Score: Raw -1429605.431443 + Penalty 4514.303311 = -1425091.128132
  nChanged 35
		SP:Iteration 24Q (188046.720000 sec): 3 clusters
  Score: Raw -1429613.708261 + Penalty 4514.303311 = -1425099.404951
  nChanged 20
		SP:Iteration 25Q (188046.990000 sec): 3 clusters
  Score: Raw -1429618.793243 + Penalty 4514.303311 = -1425104.489932
  nChanged 26
		SP:Iteration 26Q (188047.300000 sec): 3 clusters
  Score: Raw -1429624.602009 + Penalty 4514.303311 = -1425110.298699
  nChanged 19
		SP:Iteration 27Q (188047.570000 sec): 3 clusters
  Score: Raw -1429629.365947 + Penalty 4514.303311 = -1425115.062636
  nChanged 17
		SP:Iteration 28Q (188047.920000 sec): 3 clusters
  Score: Raw -1429633.310905 + Penalty 4514.303311 = -1425119.007594
  nChanged 12
		SP:Iteration 29Q (188048.140000 sec): 3 clusters
  Score: Raw -1429636.223114 + Penalty 4514.303311 = -1425121.919803
  nChanged 6
		SP:Iteration 30Q (188048.370000 sec): 3 clusters
  Score: Raw -1429638.640568 + Penalty 4514.303311 = -1425124.337257
  nChanged 14
		SP:Iteration 31Q (188048.660000 sec): 3 clusters
  Score: Raw -1429642.890655 + Penalty 4514.303311 = -1425128.587344
  nChanged 16
		SP:Iteration 32Q (188048.890000 sec): 3 clusters
  Score: Raw -1429646.473888 + Penalty 4514.303311 = -1425132.170577
  nChanged 8
		SP:Iteration 33Q (188049.090000 sec): 3 clusters
  Score: Raw -1429648.196829 + Penalty 4514.303311 = -1425133.893518
  nChanged 5
		SP:Iteration 34Q (188049.300000 sec): 3 clusters
  Score: Raw -1429649.267977 + Penalty 4514.303311 = -1425134.964667
  nChanged 2
		SP:Iteration 35Q (188049.470000 sec): 3 clusters
  Score: Raw -1429649.529056 + Penalty 4514.303311 = -1425135.225745
  nChanged 2
		SP:Iteration 36Q (188049.710000 sec): 3 clusters
  Score: Raw -1429649.795966 + Penalty 4514.303311 = -1425135.492656
  nChanged 4
		SP:Iteration 37Q (188049.960000 sec): 3 clusters
  Score: Raw -1429650.593846 + Penalty 4514.303311 = -1425136.290536
  nChanged 3
		SP:Iteration 38Q (188050.130000 sec): 3 clusters
  Score: Raw -1429651.144988 + Penalty 4514.303311 = -1425136.841678
  nChanged 0
		SP:Iteration 39F (188050.380000 sec): 3 clusters
  Score: Raw -1429651.144988 + Penalty 4514.303311 = -1425136.841678
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 66 (1247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188050.460000 sec): 2 clusters
  Score: Raw -182945.682883 + Penalty 1767.866995 = -181177.815889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188050.580000 sec): 3 clusters
  Score: Raw -182660.865317 + Penalty 3535.733989 = -179125.131328
  nChanged 353
		SP:Iteration 1F (188050.740000 sec): 3 clusters
  Score: Raw -183139.993003 + Penalty 3535.733989 = -179604.259014
  nChanged 111
		SP:Iteration 2F (188050.840000 sec): 3 clusters
  Score: Raw -183388.084167 + Penalty 3535.733989 = -179852.350178
  nChanged 89
		SP:Iteration 3F (188050.980000 sec): 3 clusters
  Score: Raw -183554.500015 + Penalty 3535.733989 = -180018.766026
  nChanged 67
		SP:Iteration 4F (188051.130000 sec): 3 clusters
  Score: Raw -183663.852238 + Penalty 3535.733989 = -180128.118249
  nChanged 55
		SP:Iteration 5Q (188051.270000 sec): 3 clusters
  Score: Raw -183793.218813 + Penalty 3535.733989 = -180257.484824
  nChanged 56
		SP:Iteration 6Q (188051.420000 sec): 3 clusters
  Score: Raw -183901.501561 + Penalty 3535.733989 = -180365.767571
  nChanged 53
		SP:Iteration 7Q (188051.520000 sec): 3 clusters
  Score: Raw -184002.672261 + Penalty 3535.733989 = -180466.938272
  nChanged 33
		SP:Iteration 8Q (188051.710000 sec): 3 clusters
  Score: Raw -184065.487851 + Penalty 3535.733989 = -180529.753862
  nChanged 22
		SP:Iteration 9Q (188051.860000 sec): 3 clusters
  Score: Raw -184104.103647 + Penalty 3535.733989 = -180568.369658
  nChanged 11
		SP:Iteration 10Q (188052.000000 sec): 3 clusters
  Score: Raw -184124.077965 + Penalty 3535.733989 = -180588.343976
  nChanged 11
		SP:Iteration 11Q (188052.150000 sec): 3 clusters
  Score: Raw -184164.867710 + Penalty 3535.733989 = -180629.133721
  nChanged 11
		SP:Iteration 12Q (188052.250000 sec): 3 clusters
  Score: Raw -184198.554282 + Penalty 3535.733989 = -180662.820293
  nChanged 10
		SP:Iteration 13Q (188052.390000 sec): 3 clusters
  Score: Raw -184228.581596 + Penalty 3535.733989 = -180692.847607
  nChanged 11
		SP:Iteration 14Q (188052.540000 sec): 3 clusters
  Score: Raw -184252.654970 + Penalty 3535.733989 = -180716.920981
  nChanged 4
		SP:Iteration 15Q (188052.680000 sec): 3 clusters
  Score: Raw -184264.373930 + Penalty 3535.733989 = -180728.639940
  nChanged 2
		SP:Iteration 16Q (188052.810000 sec): 3 clusters
  Score: Raw -184268.215046 + Penalty 3535.733989 = -180732.481057
  nChanged 2
		SP:Iteration 17Q (188052.960000 sec): 3 clusters
  Score: Raw -184271.312582 + Penalty 3535.733989 = -180735.578593
  nChanged 1
		SP:Iteration 18Q (188053.100000 sec): 3 clusters
  Score: Raw -184276.499594 + Penalty 3535.733989 = -180740.765605
  nChanged 3
		SP:Iteration 19Q (188053.250000 sec): 3 clusters
  Score: Raw -184278.357131 + Penalty 3535.733989 = -180742.623142
  nChanged 3
		SP:Iteration 20F (188053.390000 sec): 3 clusters
  Score: Raw -184284.716208 + Penalty 3535.733989 = -180748.982219
  nChanged 5
		SP:Iteration 21Q (188053.520000 sec): 3 clusters
  Score: Raw -184292.485778 + Penalty 3535.733989 = -180756.751789
  nChanged 2
		SP:Iteration 22Q (188053.680000 sec): 3 clusters
  Score: Raw -184294.679158 + Penalty 3535.733989 = -180758.945169
  nChanged 2
		SP:Iteration 23Q (188053.840000 sec): 3 clusters
  Score: Raw -184299.016995 + Penalty 3535.733989 = -180763.283006
  nChanged 5
		SP:Iteration 24Q (188053.970000 sec): 3 clusters
  Score: Raw -184303.492731 + Penalty 3535.733989 = -180767.758742
  nChanged 1
		SP:Iteration 25Q (188054.120000 sec): 3 clusters
  Score: Raw -184304.579500 + Penalty 3535.733989 = -180768.845511
  nChanged 2
		SP:Iteration 26Q (188054.260000 sec): 3 clusters
  Score: Raw -184307.694317 + Penalty 3535.733989 = -180771.960328
  nChanged 3
		SP:Iteration 27Q (188054.410000 sec): 3 clusters
  Score: Raw -184309.930692 + Penalty 3535.733989 = -180774.196702
  nChanged 0
		SP:Iteration 28F (188054.550000 sec): 3 clusters
  Score: Raw -184309.930692 + Penalty 3535.733989 = -180774.196702
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 67 (1650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188054.630000 sec): 2 clusters
  Score: Raw -258310.440066 + Penalty 1837.315581 = -256473.124485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188054.800000 sec): 3 clusters
  Score: Raw -257766.354923 + Penalty 3674.631161 = -254091.723761
  nChanged 501
		SP:Iteration 1F (188054.900000 sec): 3 clusters
  Score: Raw -258179.132398 + Penalty 3674.631161 = -254504.501236
  nChanged 122
		SP:Iteration 2F (188055.050000 sec): 3 clusters
  Score: Raw -258305.124004 + Penalty 3674.631161 = -254630.492843
  nChanged 57
		SP:Iteration 3Q (188055.210000 sec): 3 clusters
  Score: Raw -258350.847110 + Penalty 3674.631161 = -254676.215948
  nChanged 38
		SP:Iteration 4Q (188055.350000 sec): 3 clusters
  Score: Raw -258377.470715 + Penalty 3674.631161 = -254702.839553
  nChanged 18
		SP:Iteration 5Q (188055.540000 sec): 3 clusters
  Score: Raw -258388.895382 + Penalty 3674.631161 = -254714.264220
  nChanged 14
		SP:Iteration 6Q (188055.680000 sec): 3 clusters
  Score: Raw -258403.263233 + Penalty 3674.631161 = -254728.632072
  nChanged 12
		SP:Iteration 7Q (188055.820000 sec): 3 clusters
  Score: Raw -258413.341702 + Penalty 3674.631161 = -254738.710541
  nChanged 13
		SP:Iteration 8Q (188055.970000 sec): 3 clusters
  Score: Raw -258424.798631 + Penalty 3674.631161 = -254750.167469
  nChanged 16
		SP:Iteration 9Q (188056.110000 sec): 3 clusters
  Score: Raw -258436.735931 + Penalty 3674.631161 = -254762.104770
  nChanged 9
		SP:Iteration 10Q (188056.300000 sec): 3 clusters
  Score: Raw -258444.549959 + Penalty 3674.631161 = -254769.918798
  nChanged 9
		SP:Iteration 11Q (188056.430000 sec): 3 clusters
  Score: Raw -258456.760647 + Penalty 3674.631161 = -254782.129486
  nChanged 9
		SP:Iteration 12Q (188056.640000 sec): 3 clusters
  Score: Raw -258467.368392 + Penalty 3674.631161 = -254792.737231
  nChanged 11
		SP:Iteration 13Q (188056.860000 sec): 3 clusters
  Score: Raw -258475.505789 + Penalty 3674.631161 = -254800.874628
  nChanged 7
		SP:Iteration 14Q (188057.000000 sec): 3 clusters
  Score: Raw -258481.076805 + Penalty 3674.631161 = -254806.445644
  nChanged 10
		SP:Iteration 15Q (188057.180000 sec): 3 clusters
  Score: Raw -258492.808644 + Penalty 3674.631161 = -254818.177483
  nChanged 8
		SP:Iteration 16Q (188057.350000 sec): 3 clusters
  Score: Raw -258497.343027 + Penalty 3674.631161 = -254822.711866
  nChanged 8
		SP:Iteration 17Q (188057.530000 sec): 3 clusters
  Score: Raw -258506.305500 + Penalty 3674.631161 = -254831.674338
  nChanged 8
		SP:Iteration 18Q (188057.700000 sec): 3 clusters
  Score: Raw -258513.484927 + Penalty 3674.631161 = -254838.853766
  nChanged 5
		SP:Iteration 19Q (188057.900000 sec): 3 clusters
  Score: Raw -258517.462599 + Penalty 3674.631161 = -254842.831437
  nChanged 1
		SP:Iteration 20F (188058.060000 sec): 3 clusters
  Score: Raw -258517.776850 + Penalty 3674.631161 = -254843.145688
  nChanged 1
		SP:Iteration 21Q (188058.230000 sec): 3 clusters
  Score: Raw -258518.147531 + Penalty 3674.631161 = -254843.516370
  nChanged 1
		SP:Iteration 22Q (188058.410000 sec): 3 clusters
  Score: Raw -258518.431467 + Penalty 3674.631161 = -254843.800306
  nChanged 0
		SP:Iteration 23F (188058.580000 sec): 3 clusters
  Score: Raw -258518.431467 + Penalty 3674.631161 = -254843.800306
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 68 (4421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188058.670000 sec): 2 clusters
  Score: Raw -688990.589814 + Penalty 2081.742056 = -686908.847758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188058.890000 sec): 3 clusters
  Score: Raw -686934.440751 + Penalty 4163.484112 = -682770.956639
  nChanged 1654
		SP:Iteration 1F (188059.050000 sec): 3 clusters
  Score: Raw -688066.130310 + Penalty 4163.484112 = -683902.646198
  nChanged 402
		SP:Iteration 2F (188059.220000 sec): 3 clusters
  Score: Raw -688412.948171 + Penalty 4163.484112 = -684249.464059
  nChanged 311
		SP:Iteration 3F (188059.380000 sec): 3 clusters
  Score: Raw -688760.148869 + Penalty 4163.484112 = -684596.664757
  nChanged 283
		SP:Iteration 4F (188059.540000 sec): 3 clusters
  Score: Raw -689127.309369 + Penalty 4163.484112 = -684963.825257
  nChanged 294
		SP:Iteration 5F (188059.700000 sec): 3 clusters
  Score: Raw -689482.922925 + Penalty 4163.484112 = -685319.438813
  nChanged 235
		SP:Iteration 6F (188059.860000 sec): 3 clusters
  Score: Raw -689706.756389 + Penalty 4163.484112 = -685543.272277
  nChanged 180
		SP:Iteration 7Q (188060.030000 sec): 3 clusters
  Score: Raw -689863.576850 + Penalty 4163.484112 = -685700.092738
  nChanged 150
		SP:Iteration 8Q (188060.190000 sec): 3 clusters
  Score: Raw -689975.809459 + Penalty 4163.484112 = -685812.325347
  nChanged 110
		SP:Iteration 9Q (188060.360000 sec): 3 clusters
  Score: Raw -690035.282824 + Penalty 4163.484112 = -685871.798712
  nChanged 65
		SP:Iteration 10Q (188060.520000 sec): 3 clusters
  Score: Raw -690068.134795 + Penalty 4163.484112 = -685904.650683
  nChanged 42
		SP:Iteration 11Q (188060.680000 sec): 3 clusters
  Score: Raw -690088.704028 + Penalty 4163.484112 = -685925.219916
  nChanged 32
		SP:Iteration 12Q (188060.920000 sec): 3 clusters
  Score: Raw -690104.662349 + Penalty 4163.484112 = -685941.178237
  nChanged 26
		SP:Iteration 13Q (188061.140000 sec): 3 clusters
  Score: Raw -690120.677285 + Penalty 4163.484112 = -685957.193173
  nChanged 24
		SP:Iteration 14Q (188061.300000 sec): 3 clusters
  Score: Raw -690134.454297 + Penalty 4163.484112 = -685970.970185
  nChanged 22
		SP:Iteration 15Q (188061.510000 sec): 3 clusters
  Score: Raw -690145.601405 + Penalty 4163.484112 = -685982.117293
  nChanged 19
		SP:Iteration 16Q (188061.670000 sec): 3 clusters
  Score: Raw -690152.904732 + Penalty 4163.484112 = -685989.420620
  nChanged 15
		SP:Iteration 17Q (188061.840000 sec): 3 clusters
  Score: Raw -690156.480331 + Penalty 4163.484112 = -685992.996218
  nChanged 2
		SP:Iteration 18Q (188062.000000 sec): 3 clusters
  Score: Raw -690157.005507 + Penalty 4163.484112 = -685993.521395
  nChanged 1
		SP:Iteration 19Q (188062.160000 sec): 3 clusters
  Score: Raw -690157.502794 + Penalty 4163.484112 = -685994.018682
  nChanged 2
		SP:Iteration 20F (188062.330000 sec): 3 clusters
  Score: Raw -690158.309361 + Penalty 4163.484112 = -685994.825249
  nChanged 3
		SP:Iteration 21Q (188062.540000 sec): 3 clusters
  Score: Raw -690159.604286 + Penalty 4163.484112 = -685996.120173
  nChanged 7
		SP:Iteration 22Q (188062.700000 sec): 3 clusters
  Score: Raw -690161.624593 + Penalty 4163.484112 = -685998.140481
  nChanged 5
		SP:Iteration 23Q (188062.860000 sec): 3 clusters
  Score: Raw -690162.933811 + Penalty 4163.484112 = -685999.449699
  nChanged 5
		SP:Iteration 24Q (188063.030000 sec): 3 clusters
  Score: Raw -690163.873467 + Penalty 4163.484112 = -686000.389355
  nChanged 4
		SP:Iteration 25Q (188063.190000 sec): 3 clusters
  Score: Raw -690164.890936 + Penalty 4163.484112 = -686001.406824
  nChanged 6
		SP:Iteration 26Q (188063.360000 sec): 3 clusters
  Score: Raw -690166.151716 + Penalty 4163.484112 = -686002.667604
  nChanged 4
		SP:Iteration 27Q (188063.520000 sec): 3 clusters
  Score: Raw -690166.816034 + Penalty 4163.484112 = -686003.331922
  nChanged 2
		SP:Iteration 28Q (188063.680000 sec): 3 clusters
  Score: Raw -690167.164504 + Penalty 4163.484112 = -686003.680391
  nChanged 3
		SP:Iteration 29Q (188063.850000 sec): 3 clusters
  Score: Raw -690167.939077 + Penalty 4163.484112 = -686004.454965
  nChanged 2
		SP:Iteration 30Q (188064.000000 sec): 3 clusters
  Score: Raw -690168.409775 + Penalty 4163.484112 = -686004.925663
  nChanged 0
		SP:Iteration 31F (188064.150000 sec): 3 clusters
  Score: Raw -690168.409775 + Penalty 4163.484112 = -686004.925663
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 69 (2419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188064.260000 sec): 2 clusters
  Score: Raw -388213.720402 + Penalty 1932.195159 = -386281.525243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188064.470000 sec): 3 clusters
  Score: Raw -387268.120639 + Penalty 3864.390317 = -383403.730321
  nChanged 779
		SP:Iteration 1F (188064.630000 sec): 3 clusters
  Score: Raw -387784.293708 + Penalty 3864.390317 = -383919.903391
  nChanged 194
		SP:Iteration 2F (188064.790000 sec): 3 clusters
  Score: Raw -387932.727748 + Penalty 3864.390317 = -384068.337431
  nChanged 102
		SP:Iteration 3Q (188064.950000 sec): 3 clusters
  Score: Raw -388018.646744 + Penalty 3864.390317 = -384154.256427
  nChanged 77
		SP:Iteration 4Q (188065.110000 sec): 3 clusters
  Score: Raw -388069.642297 + Penalty 3864.390317 = -384205.251980
  nChanged 50
		SP:Iteration 5Q (188065.270000 sec): 3 clusters
  Score: Raw -388103.070180 + Penalty 3864.390317 = -384238.679863
  nChanged 49
		SP:Iteration 6Q (188065.430000 sec): 3 clusters
  Score: Raw -388135.213282 + Penalty 3864.390317 = -384270.822965
  nChanged 47
		SP:Iteration 7Q (188065.610000 sec): 3 clusters
  Score: Raw -388164.652385 + Penalty 3864.390317 = -384300.262068
  nChanged 44
		SP:Iteration 8Q (188065.830000 sec): 3 clusters
  Score: Raw -388193.956324 + Penalty 3864.390317 = -384329.566006
  nChanged 37
		SP:Iteration 9Q (188065.990000 sec): 3 clusters
  Score: Raw -388216.596395 + Penalty 3864.390317 = -384352.206078
  nChanged 33
		SP:Iteration 10Q (188066.170000 sec): 3 clusters
  Score: Raw -388238.090544 + Penalty 3864.390317 = -384373.700227
  nChanged 28
		SP:Iteration 11Q (188066.340000 sec): 3 clusters
  Score: Raw -388259.599680 + Penalty 3864.390317 = -384395.209363
  nChanged 32
		SP:Iteration 12Q (188066.520000 sec): 3 clusters
  Score: Raw -388281.216540 + Penalty 3864.390317 = -384416.826223
  nChanged 20
		SP:Iteration 13Q (188066.700000 sec): 3 clusters
  Score: Raw -388293.710699 + Penalty 3864.390317 = -384429.320381
  nChanged 17
		SP:Iteration 14Q (188066.870000 sec): 3 clusters
  Score: Raw -388303.127552 + Penalty 3864.390317 = -384438.737235
  nChanged 11
		SP:Iteration 15Q (188067.050000 sec): 3 clusters
  Score: Raw -388309.045903 + Penalty 3864.390317 = -384444.655586
  nChanged 11
		SP:Iteration 16Q (188067.220000 sec): 3 clusters
  Score: Raw -388316.562512 + Penalty 3864.390317 = -384452.172195
  nChanged 11
		SP:Iteration 17Q (188067.400000 sec): 3 clusters
  Score: Raw -388322.657039 + Penalty 3864.390317 = -384458.266721
  nChanged 8
		SP:Iteration 18Q (188067.580000 sec): 3 clusters
  Score: Raw -388328.035932 + Penalty 3864.390317 = -384463.645614
  nChanged 11
		SP:Iteration 19Q (188067.750000 sec): 3 clusters
  Score: Raw -388334.918951 + Penalty 3864.390317 = -384470.528634
  nChanged 9
		SP:Iteration 20F (188067.930000 sec): 3 clusters
  Score: Raw -388337.960724 + Penalty 3864.390317 = -384473.570407
  nChanged 3
		SP:Iteration 21Q (188068.100000 sec): 3 clusters
  Score: Raw -388339.477152 + Penalty 3864.390317 = -384475.086835
  nChanged 5
		SP:Iteration 22Q (188068.280000 sec): 3 clusters
  Score: Raw -388341.563263 + Penalty 3864.390317 = -384477.172946
  nChanged 4
		SP:Iteration 23Q (188068.450000 sec): 3 clusters
  Score: Raw -388344.493245 + Penalty 3864.390317 = -384480.102928
  nChanged 6
		SP:Iteration 24Q (188068.630000 sec): 3 clusters
  Score: Raw -388348.183485 + Penalty 3864.390317 = -384483.793167
  nChanged 4
		SP:Iteration 25Q (188068.800000 sec): 3 clusters
  Score: Raw -388350.027039 + Penalty 3864.390317 = -384485.636722
  nChanged 4
		SP:Iteration 26Q (188068.980000 sec): 3 clusters
  Score: Raw -388352.170244 + Penalty 3864.390317 = -384487.779927
  nChanged 4
		SP:Iteration 27Q (188069.160000 sec): 3 clusters
  Score: Raw -388354.123815 + Penalty 3864.390317 = -384489.733497
  nChanged 2
		SP:Iteration 28Q (188069.330000 sec): 3 clusters
  Score: Raw -388355.087978 + Penalty 3864.390317 = -384490.697661
  nChanged 3
		SP:Iteration 29Q (188069.510000 sec): 3 clusters
  Score: Raw -388356.457305 + Penalty 3864.390317 = -384492.066988
  nChanged 5
		SP:Iteration 30Q (188069.680000 sec): 3 clusters
  Score: Raw -388359.701389 + Penalty 3864.390317 = -384495.311072
  nChanged 6
		SP:Iteration 31Q (188069.860000 sec): 3 clusters
  Score: Raw -388364.045626 + Penalty 3864.390317 = -384499.655309
  nChanged 7
		SP:Iteration 32Q (188070.040000 sec): 3 clusters
  Score: Raw -388369.891852 + Penalty 3864.390317 = -384505.501535
  nChanged 4
		SP:Iteration 33Q (188070.210000 sec): 3 clusters
  Score: Raw -388372.344334 + Penalty 3864.390317 = -384507.954017
  nChanged 5
		SP:Iteration 34Q (188070.390000 sec): 3 clusters
  Score: Raw -388375.605637 + Penalty 3864.390317 = -384511.215319
  nChanged 5
		SP:Iteration 35Q (188070.560000 sec): 3 clusters
  Score: Raw -388379.937653 + Penalty 3864.390317 = -384515.547336
  nChanged 6
		SP:Iteration 36Q (188070.740000 sec): 3 clusters
  Score: Raw -388384.211446 + Penalty 3864.390317 = -384519.821128
  nChanged 4
		SP:Iteration 37Q (188070.910000 sec): 3 clusters
  Score: Raw -388386.783233 + Penalty 3864.390317 = -384522.392915
  nChanged 4
		SP:Iteration 38Q (188071.100000 sec): 3 clusters
  Score: Raw -388388.737971 + Penalty 3864.390317 = -384524.347653
  nChanged 3
		SP:Iteration 39Q (188071.260000 sec): 3 clusters
  Score: Raw -388390.578477 + Penalty 3864.390317 = -384526.188160
  nChanged 4
		SP:Iteration 40F (188071.440000 sec): 3 clusters
  Score: Raw -388392.954942 + Penalty 3864.390317 = -384528.564625
  nChanged 2
		SP:Iteration 41Q (188071.620000 sec): 3 clusters
  Score: Raw -388394.131524 + Penalty 3864.390317 = -384529.741206
  nChanged 3
		SP:Iteration 42Q (188071.790000 sec): 3 clusters
  Score: Raw -388395.829009 + Penalty 3864.390317 = -384531.438692
  nChanged 3
		SP:Iteration 43Q (188071.970000 sec): 3 clusters
  Score: Raw -388397.075441 + Penalty 3864.390317 = -384532.685124
  nChanged 1
		SP:Iteration 44Q (188072.140000 sec): 3 clusters
  Score: Raw -388397.689911 + Penalty 3864.390317 = -384533.299594
  nChanged 2
		SP:Iteration 45Q (188072.320000 sec): 3 clusters
  Score: Raw -388400.292038 + Penalty 3864.390317 = -384535.901721
  nChanged 4
		SP:Iteration 46Q (188072.500000 sec): 3 clusters
  Score: Raw -388403.317550 + Penalty 3864.390317 = -384538.927233
  nChanged 4
		SP:Iteration 47Q (188072.670000 sec): 3 clusters
  Score: Raw -388405.659151 + Penalty 3864.390317 = -384541.268833
  nChanged 3
		SP:Iteration 48Q (188072.850000 sec): 3 clusters
  Score: Raw -388407.812480 + Penalty 3864.390317 = -384543.422163
  nChanged 5
		SP:Iteration 49Q (188073.020000 sec): 3 clusters
  Score: Raw -388410.482469 + Penalty 3864.390317 = -384546.092152
  nChanged 4
		SP:Iteration 50Q (188073.200000 sec): 3 clusters
  Score: Raw -388413.735542 + Penalty 3864.390317 = -384549.345225
  nChanged 8
		SP:Iteration 51Q (188073.380000 sec): 3 clusters
  Score: Raw -388419.145151 + Penalty 3864.390317 = -384554.754834
  nChanged 2
		SP:Iteration 52Q (188073.550000 sec): 3 clusters
  Score: Raw -388419.787329 + Penalty 3864.390317 = -384555.397011
  nChanged 0
		SP:Iteration 53F (188073.790000 sec): 3 clusters
  Score: Raw -388419.787329 + Penalty 3864.390317 = -384555.397011
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 70 (4704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188073.870000 sec): 2 clusters
  Score: Raw -720475.493889 + Penalty 2097.129785 = -718378.364104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188074.110000 sec): 3 clusters
  Score: Raw -718236.190508 + Penalty 4194.259571 = -714041.930937
  nChanged 1820
		SP:Iteration 1F (188074.260000 sec): 3 clusters
  Score: Raw -719326.824859 + Penalty 4194.259571 = -715132.565288
  nChanged 402
		SP:Iteration 2F (188074.470000 sec): 3 clusters
  Score: Raw -719628.339867 + Penalty 4194.259571 = -715434.080296
  nChanged 302
		SP:Iteration 3F (188074.640000 sec): 3 clusters
  Score: Raw -719847.498309 + Penalty 4194.259571 = -715653.238738
  nChanged 235
		SP:Iteration 4Q (188074.830000 sec): 3 clusters
  Score: Raw -720028.256757 + Penalty 4194.259571 = -715833.997186
  nChanged 208
		SP:Iteration 5Q (188074.980000 sec): 3 clusters
  Score: Raw -720182.866240 + Penalty 4194.259571 = -715988.606669
  nChanged 188
		SP:Iteration 6Q (188075.160000 sec): 3 clusters
  Score: Raw -720305.171345 + Penalty 4194.259571 = -716110.911774
  nChanged 148
		SP:Iteration 7Q (188075.320000 sec): 3 clusters
  Score: Raw -720406.925986 + Penalty 4194.259571 = -716212.666415
  nChanged 157
		SP:Iteration 8Q (188075.460000 sec): 3 clusters
  Score: Raw -720512.762558 + Penalty 4194.259571 = -716318.502987
  nChanged 139
		SP:Iteration 9Q (188075.620000 sec): 3 clusters
  Score: Raw -720598.238625 + Penalty 4194.259571 = -716403.979055
  nChanged 112
		SP:Iteration 10Q (188075.760000 sec): 3 clusters
  Score: Raw -720670.667797 + Penalty 4194.259571 = -716476.408227
  nChanged 94
		SP:Iteration 11Q (188075.960000 sec): 3 clusters
  Score: Raw -720731.785662 + Penalty 4194.259571 = -716537.526091
  nChanged 81
		SP:Iteration 12Q (188076.100000 sec): 3 clusters
  Score: Raw -720790.807307 + Penalty 4194.259571 = -716596.547736
  nChanged 80
		SP:Iteration 13Q (188076.260000 sec): 3 clusters
  Score: Raw -720835.311329 + Penalty 4194.259571 = -716641.051759
  nChanged 59
		SP:Iteration 14Q (188076.400000 sec): 3 clusters
  Score: Raw -720869.484794 + Penalty 4194.259571 = -716675.225223
  nChanged 45
		SP:Iteration 15Q (188076.560000 sec): 3 clusters
  Score: Raw -720893.335083 + Penalty 4194.259571 = -716699.075512
  nChanged 37
		SP:Iteration 16Q (188076.700000 sec): 3 clusters
  Score: Raw -720918.016198 + Penalty 4194.259571 = -716723.756627
  nChanged 40
		SP:Iteration 17Q (188076.860000 sec): 3 clusters
  Score: Raw -720940.956816 + Penalty 4194.259571 = -716746.697245
  nChanged 31
		SP:Iteration 18Q (188077.000000 sec): 3 clusters
  Score: Raw -720957.346270 + Penalty 4194.259571 = -716763.086700
  nChanged 25
		SP:Iteration 19Q (188077.200000 sec): 3 clusters
  Score: Raw -720969.583151 + Penalty 4194.259571 = -716775.323580
  nChanged 26
		SP:Iteration 20F (188077.340000 sec): 3 clusters
  Score: Raw -720985.589093 + Penalty 4194.259571 = -716791.329522
  nChanged 24
		SP:Iteration 21Q (188077.490000 sec): 3 clusters
  Score: Raw -720996.030822 + Penalty 4194.259571 = -716801.771251
  nChanged 19
		SP:Iteration 22Q (188077.640000 sec): 3 clusters
  Score: Raw -721004.996430 + Penalty 4194.259571 = -716810.736859
  nChanged 16
		SP:Iteration 23Q (188077.790000 sec): 3 clusters
  Score: Raw -721013.378093 + Penalty 4194.259571 = -716819.118523
  nChanged 14
		SP:Iteration 24Q (188077.980000 sec): 3 clusters
  Score: Raw -721018.212322 + Penalty 4194.259571 = -716823.952752
  nChanged 13
		SP:Iteration 25Q (188078.130000 sec): 3 clusters
  Score: Raw -721024.747186 + Penalty 4194.259571 = -716830.487615
  nChanged 9
		SP:Iteration 26Q (188078.320000 sec): 3 clusters
  Score: Raw -721029.908481 + Penalty 4194.259571 = -716835.648910
  nChanged 10
		SP:Iteration 27Q (188078.470000 sec): 3 clusters
  Score: Raw -721034.415139 + Penalty 4194.259571 = -716840.155568
  nChanged 14
		SP:Iteration 28Q (188078.620000 sec): 3 clusters
  Score: Raw -721040.887269 + Penalty 4194.259571 = -716846.627698
  nChanged 15
		SP:Iteration 29Q (188078.770000 sec): 3 clusters
  Score: Raw -721046.883128 + Penalty 4194.259571 = -716852.623557
  nChanged 6
		SP:Iteration 30Q (188078.920000 sec): 3 clusters
  Score: Raw -721048.718984 + Penalty 4194.259571 = -716854.459414
  nChanged 3
		SP:Iteration 31Q (188079.070000 sec): 3 clusters
  Score: Raw -721049.768567 + Penalty 4194.259571 = -716855.508996
  nChanged 3
		SP:Iteration 32Q (188079.240000 sec): 3 clusters
  Score: Raw -721050.564534 + Penalty 4194.259571 = -716856.304963
  nChanged 7
		SP:Iteration 33Q (188079.400000 sec): 3 clusters
  Score: Raw -721053.726459 + Penalty 4194.259571 = -716859.466888
  nChanged 4
		SP:Iteration 34Q (188079.560000 sec): 3 clusters
  Score: Raw -721056.515784 + Penalty 4194.259571 = -716862.256213
  nChanged 8
		SP:Iteration 35Q (188079.720000 sec): 3 clusters
  Score: Raw -721059.421698 + Penalty 4194.259571 = -716865.162127
  nChanged 3
		SP:Iteration 36Q (188079.880000 sec): 3 clusters
  Score: Raw -721060.632536 + Penalty 4194.259571 = -716866.372965
  nChanged 3
		SP:Iteration 37Q (188080.050000 sec): 3 clusters
  Score: Raw -721062.333135 + Penalty 4194.259571 = -716868.073564
  nChanged 3
		SP:Iteration 38Q (188080.210000 sec): 3 clusters
  Score: Raw -721063.629610 + Penalty 4194.259571 = -716869.370039
  nChanged 5
		SP:Iteration 39Q (188080.370000 sec): 3 clusters
  Score: Raw -721064.974306 + Penalty 4194.259571 = -716870.714735
  nChanged 1
		SP:Iteration 40F (188080.540000 sec): 3 clusters
  Score: Raw -721065.811380 + Penalty 4194.259571 = -716871.551809
  nChanged 2
		SP:Iteration 41Q (188080.700000 sec): 3 clusters
  Score: Raw -721068.109844 + Penalty 4194.259571 = -716873.850274
  nChanged 6
		SP:Iteration 42Q (188080.890000 sec): 3 clusters
  Score: Raw -721070.804653 + Penalty 4194.259571 = -716876.545082
  nChanged 3
		SP:Iteration 43Q (188081.060000 sec): 3 clusters
  Score: Raw -721072.511417 + Penalty 4194.259571 = -716878.251846
  nChanged 4
		SP:Iteration 44Q (188081.220000 sec): 3 clusters
  Score: Raw -721073.933589 + Penalty 4194.259571 = -716879.674018
  nChanged 1
		SP:Iteration 45Q (188081.410000 sec): 3 clusters
  Score: Raw -721074.257632 + Penalty 4194.259571 = -716879.998061
  nChanged 3
		SP:Iteration 46Q (188081.610000 sec): 3 clusters
  Score: Raw -721076.004448 + Penalty 4194.259571 = -716881.744878
  nChanged 4
		SP:Iteration 47Q (188081.790000 sec): 3 clusters
  Score: Raw -721077.305334 + Penalty 4194.259571 = -716883.045763
  nChanged 2
		SP:Iteration 48Q (188081.990000 sec): 3 clusters
  Score: Raw -721078.094916 + Penalty 4194.259571 = -716883.835346
  nChanged 0
		SP:Iteration 49F (188082.200000 sec): 3 clusters
  Score: Raw -721078.094916 + Penalty 4194.259571 = -716883.835346
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 71 (314506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188083.880000 sec): 2 clusters
  Score: Raw -49312178.781883 + Penalty 3139.372091 = -49309039.409792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188086.020000 sec): 3 clusters
  Score: Raw -49103382.585445 + Penalty 6278.744183 = -49097103.841262
  nChanged 152926
		SP:Iteration 1F (188088.200000 sec): 3 clusters
  Score: Raw -49195080.195158 + Penalty 6278.744183 = -49188801.450976
  nChanged 11187
		SP:Iteration 2Q (188090.550000 sec): 3 clusters
  Score: Raw -49198601.921011 + Penalty 6278.744183 = -49192323.176828
  nChanged 14310
		SP:Iteration 3Q (188093.010000 sec): 3 clusters
  Score: Raw -49204675.506942 + Penalty 6278.744183 = -49198396.762760
  nChanged 18873
		SP:Iteration 4F (188095.140000 sec): 3 clusters
  Score: Raw -49215517.205113 + Penalty 6278.744183 = -49209238.460930
  nChanged 24177
		SP:Iteration 5F (188097.270000 sec): 3 clusters
  Score: Raw -49233302.509986 + Penalty 6278.744183 = -49227023.765803
  nChanged 27753
		SP:Iteration 6F (188099.470000 sec): 3 clusters
  Score: Raw -49257844.971634 + Penalty 6278.744183 = -49251566.227451
  nChanged 26153
		SP:Iteration 7F (188101.560000 sec): 3 clusters
  Score: Raw -49283695.812520 + Penalty 6278.744183 = -49277417.068338
  nChanged 17841
		SP:Iteration 8F (188103.700000 sec): 3 clusters
  Score: Raw -49301382.819937 + Penalty 6278.744183 = -49295104.075754
  nChanged 8208
		SP:Iteration 9Q (188105.880000 sec): 3 clusters
  Score: Raw -49309078.932805 + Penalty 6278.744183 = -49302800.188622
  nChanged 2712
		SP:Iteration 10Q (188107.910000 sec): 3 clusters
  Score: Raw -49311456.276399 + Penalty 6278.744183 = -49305177.532216
  nChanged 686
		SP:Iteration 11Q (188109.820000 sec): 3 clusters
  Score: Raw -49312101.327496 + Penalty 6278.744183 = -49305822.583314
  nChanged 231
		SP:Iteration 12Q (188111.570000 sec): 3 clusters
  Score: Raw -49312340.955359 + Penalty 6278.744183 = -49306062.211176
  nChanged 91
		SP:Iteration 13Q (188113.400000 sec): 3 clusters
  Score: Raw -49312442.759101 + Penalty 6278.744183 = -49306164.014919
  nChanged 42
		SP:Iteration 14Q (188115.150000 sec): 3 clusters
  Score: Raw -49312491.328408 + Penalty 6278.744183 = -49306212.584225
  nChanged 26
		SP:Iteration 15Q (188117.000000 sec): 3 clusters
  Score: Raw -49312524.432438 + Penalty 6278.744183 = -49306245.688255
  nChanged 21
		SP:Iteration 16Q (188118.850000 sec): 3 clusters
  Score: Raw -49312554.761764 + Penalty 6278.744183 = -49306276.017582
  nChanged 19
		SP:Iteration 17Q (188120.750000 sec): 3 clusters
  Score: Raw -49312576.159574 + Penalty 6278.744183 = -49306297.415391
  nChanged 11
		SP:Iteration 18Q (188122.580000 sec): 3 clusters
  Score: Raw -49312588.400958 + Penalty 6278.744183 = -49306309.656776
  nChanged 10
		SP:Iteration 19Q (188124.500000 sec): 3 clusters
  Score: Raw -49312599.111757 + Penalty 6278.744183 = -49306320.367574
  nChanged 4
		SP:Iteration 20F (188126.540000 sec): 3 clusters
  Score: Raw -49312603.614143 + Penalty 6278.744183 = -49306324.869960
  nChanged 3
		SP:Iteration 21Q (188128.340000 sec): 3 clusters
  Score: Raw -49312606.099161 + Penalty 6278.744183 = -49306327.354978
  nChanged 3
		SP:Iteration 22Q (188130.100000 sec): 3 clusters
  Score: Raw -49312608.793881 + Penalty 6278.744183 = -49306330.049699
  nChanged 2
		SP:Iteration 23Q (188131.970000 sec): 3 clusters
  Score: Raw -49312613.293270 + Penalty 6278.744183 = -49306334.549087
  nChanged 1
		SP:Iteration 24Q (188133.740000 sec): 3 clusters
  Score: Raw -49312614.622930 + Penalty 6278.744183 = -49306335.878747
  nChanged 4
		SP:Iteration 25Q (188135.590000 sec): 3 clusters
  Score: Raw -49312619.789063 + Penalty 6278.744183 = -49306341.044881
  nChanged 4
		SP:Iteration 26Q (188137.280000 sec): 3 clusters
  Score: Raw -49312623.273367 + Penalty 6278.744183 = -49306344.529184
  nChanged 3
		SP:Iteration 27Q (188139.180000 sec): 3 clusters
  Score: Raw -49312629.130788 + Penalty 6278.744183 = -49306350.386605
  nChanged 3
		SP:Iteration 28Q (188140.970000 sec): 3 clusters
  Score: Raw -49312633.323209 + Penalty 6278.744183 = -49306354.579026
  nChanged 3
		SP:Iteration 29Q (188142.860000 sec): 3 clusters
  Score: Raw -49312636.257253 + Penalty 6278.744183 = -49306357.513070
  nChanged 3
		SP:Iteration 30Q (188144.680000 sec): 3 clusters
  Score: Raw -49312638.372820 + Penalty 6278.744183 = -49306359.628638
  nChanged 3
		SP:Iteration 31Q (188146.510000 sec): 3 clusters
  Score: Raw -49312639.623275 + Penalty 6278.744183 = -49306360.879092
  nChanged 1
		SP:Iteration 32Q (188148.300000 sec): 3 clusters
  Score: Raw -49312641.708861 + Penalty 6278.744183 = -49306362.964678
  nChanged 3
		SP:Iteration 33Q (188150.150000 sec): 3 clusters
  Score: Raw -49312644.645019 + Penalty 6278.744183 = -49306365.900836
  nChanged 2
		SP:Iteration 34Q (188151.970000 sec): 3 clusters
  Score: Raw -49312646.875829 + Penalty 6278.744183 = -49306368.131646
  nChanged 2
		SP:Iteration 35Q (188153.830000 sec): 3 clusters
  Score: Raw -49312648.828333 + Penalty 6278.744183 = -49306370.084151
  nChanged 1
		SP:Iteration 36Q (188155.590000 sec): 3 clusters
  Score: Raw -49312649.523318 + Penalty 6278.744183 = -49306370.779135
  nChanged 1
		SP:Iteration 37Q (188157.490000 sec): 3 clusters
  Score: Raw -49312650.081906 + Penalty 6278.744183 = -49306371.337724
  nChanged 0
		SP:Iteration 38F (188159.490000 sec): 3 clusters
  Score: Raw -49312650.081906 + Penalty 6278.744183 = -49306371.337724
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 72 (2162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188159.730000 sec): 2 clusters
  Score: Raw -338001.495052 + Penalty 1904.339672 = -336097.155380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188159.890000 sec): 3 clusters
  Score: Raw -337179.159780 + Penalty 3808.679343 = -333370.480437
  nChanged 708
		SP:Iteration 1F (188160.040000 sec): 3 clusters
  Score: Raw -337653.101537 + Penalty 3808.679343 = -333844.422194
  nChanged 161
		SP:Iteration 2F (188160.170000 sec): 3 clusters
  Score: Raw -337775.180818 + Penalty 3808.679343 = -333966.501475
  nChanged 86
		SP:Iteration 3Q (188160.310000 sec): 3 clusters
  Score: Raw -337841.703968 + Penalty 3808.679343 = -334033.024625
  nChanged 64
		SP:Iteration 4Q (188160.440000 sec): 3 clusters
  Score: Raw -337895.023404 + Penalty 3808.679343 = -334086.344061
  nChanged 62
		SP:Iteration 5Q (188160.580000 sec): 3 clusters
  Score: Raw -337946.644888 + Penalty 3808.679343 = -334137.965545
  nChanged 52
		SP:Iteration 6Q (188160.730000 sec): 3 clusters
  Score: Raw -337985.444625 + Penalty 3808.679343 = -334176.765282
  nChanged 46
		SP:Iteration 7Q (188160.960000 sec): 3 clusters
  Score: Raw -338025.505149 + Penalty 3808.679343 = -334216.825805
  nChanged 43
		SP:Iteration 8Q (188161.120000 sec): 3 clusters
  Score: Raw -338053.651701 + Penalty 3808.679343 = -334244.972358
  nChanged 34
		SP:Iteration 9Q (188161.310000 sec): 3 clusters
  Score: Raw -338082.154508 + Penalty 3808.679343 = -334273.475165
  nChanged 26
		SP:Iteration 10Q (188161.490000 sec): 3 clusters
  Score: Raw -338105.489776 + Penalty 3808.679343 = -334296.810433
  nChanged 29
		SP:Iteration 11Q (188161.690000 sec): 3 clusters
  Score: Raw -338131.288338 + Penalty 3808.679343 = -334322.608995
  nChanged 33
		SP:Iteration 12Q (188161.860000 sec): 3 clusters
  Score: Raw -338156.393765 + Penalty 3808.679343 = -334347.714422
  nChanged 30
		SP:Iteration 13Q (188162.070000 sec): 3 clusters
  Score: Raw -338177.333816 + Penalty 3808.679343 = -334368.654473
  nChanged 23
		SP:Iteration 14Q (188162.240000 sec): 3 clusters
  Score: Raw -338193.215220 + Penalty 3808.679343 = -334384.535877
  nChanged 19
		SP:Iteration 15Q (188162.390000 sec): 3 clusters
  Score: Raw -338202.560898 + Penalty 3808.679343 = -334393.881555
  nChanged 18
		SP:Iteration 16Q (188162.570000 sec): 3 clusters
  Score: Raw -338214.674280 + Penalty 3808.679343 = -334405.994937
  nChanged 24
		SP:Iteration 17Q (188162.730000 sec): 3 clusters
  Score: Raw -338232.631469 + Penalty 3808.679343 = -334423.952126
  nChanged 26
		SP:Iteration 18Q (188162.930000 sec): 3 clusters
  Score: Raw -338251.099342 + Penalty 3808.679343 = -334442.419999
  nChanged 30
		SP:Iteration 19Q (188163.070000 sec): 3 clusters
  Score: Raw -338270.661246 + Penalty 3808.679343 = -334461.981903
  nChanged 16
		SP:Iteration 20F (188163.270000 sec): 3 clusters
  Score: Raw -338283.844861 + Penalty 3808.679343 = -334475.165518
  nChanged 13
		SP:Iteration 21Q (188163.470000 sec): 3 clusters
  Score: Raw -338294.358618 + Penalty 3808.679343 = -334485.679274
  nChanged 15
		SP:Iteration 22Q (188163.660000 sec): 3 clusters
  Score: Raw -338305.673777 + Penalty 3808.679343 = -334496.994434
  nChanged 17
		SP:Iteration 23Q (188163.850000 sec): 3 clusters
  Score: Raw -338319.514492 + Penalty 3808.679343 = -334510.835149
  nChanged 18
		SP:Iteration 24Q (188164.040000 sec): 3 clusters
  Score: Raw -338334.948769 + Penalty 3808.679343 = -334526.269425
  nChanged 14
		SP:Iteration 25Q (188164.210000 sec): 3 clusters
  Score: Raw -338343.792258 + Penalty 3808.679343 = -334535.112915
  nChanged 10
		SP:Iteration 26Q (188164.360000 sec): 3 clusters
  Score: Raw -338349.410186 + Penalty 3808.679343 = -334540.730843
  nChanged 8
		SP:Iteration 27Q (188164.530000 sec): 3 clusters
  Score: Raw -338353.628871 + Penalty 3808.679343 = -334544.949528
  nChanged 6
		SP:Iteration 28Q (188164.740000 sec): 3 clusters
  Score: Raw -338358.307313 + Penalty 3808.679343 = -334549.627970
  nChanged 7
		SP:Iteration 29Q (188164.910000 sec): 3 clusters
  Score: Raw -338362.647444 + Penalty 3808.679343 = -334553.968101
  nChanged 9
		SP:Iteration 30Q (188165.090000 sec): 3 clusters
  Score: Raw -338370.599717 + Penalty 3808.679343 = -334561.920374
  nChanged 9
		SP:Iteration 31Q (188165.230000 sec): 3 clusters
  Score: Raw -338379.374786 + Penalty 3808.679343 = -334570.695443
  nChanged 10
		SP:Iteration 32Q (188165.370000 sec): 3 clusters
  Score: Raw -338384.307601 + Penalty 3808.679343 = -334575.628258
  nChanged 8
		SP:Iteration 33Q (188165.590000 sec): 3 clusters
  Score: Raw -338390.619187 + Penalty 3808.679343 = -334581.939844
  nChanged 6
		SP:Iteration 34Q (188165.770000 sec): 3 clusters
  Score: Raw -338394.493716 + Penalty 3808.679343 = -334585.814373
  nChanged 9
		SP:Iteration 35Q (188165.950000 sec): 3 clusters
  Score: Raw -338398.986421 + Penalty 3808.679343 = -334590.307078
  nChanged 10
		SP:Iteration 36Q (188166.140000 sec): 3 clusters
  Score: Raw -338406.441068 + Penalty 3808.679343 = -334597.761725
  nChanged 7
		SP:Iteration 37Q (188166.320000 sec): 3 clusters
  Score: Raw -338411.670899 + Penalty 3808.679343 = -334602.991556
  nChanged 8
		SP:Iteration 38Q (188166.510000 sec): 3 clusters
  Score: Raw -338417.750829 + Penalty 3808.679343 = -334609.071486
  nChanged 15
		SP:Iteration 39Q (188166.630000 sec): 3 clusters
  Score: Raw -338426.485672 + Penalty 3808.679343 = -334617.806329
  nChanged 10
		SP:Iteration 40F (188166.850000 sec): 3 clusters
  Score: Raw -338434.438336 + Penalty 3808.679343 = -334625.758993
  nChanged 6
		SP:Iteration 41Q (188166.990000 sec): 3 clusters
  Score: Raw -338437.301816 + Penalty 3808.679343 = -334628.622473
  nChanged 5
		SP:Iteration 42Q (188167.150000 sec): 3 clusters
  Score: Raw -338440.911368 + Penalty 3808.679343 = -334632.232025
  nChanged 9
		SP:Iteration 43Q (188167.380000 sec): 3 clusters
  Score: Raw -338445.860538 + Penalty 3808.679343 = -334637.181194
  nChanged 6
		SP:Iteration 44Q (188167.530000 sec): 3 clusters
  Score: Raw -338447.792537 + Penalty 3808.679343 = -334639.113194
  nChanged 0
		SP:Iteration 45F (188167.770000 sec): 3 clusters
  Score: Raw -338447.792537 + Penalty 3808.679343 = -334639.113194
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 73 (7492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188167.870000 sec): 2 clusters
  Score: Raw -1178826.231825 + Penalty 2212.554584 = -1176613.677241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188168.120000 sec): 3 clusters
  Score: Raw -1174975.040746 + Penalty 4425.109168 = -1170549.931579
  nChanged 2978
		SP:Iteration 1F (188168.340000 sec): 3 clusters
  Score: Raw -1176678.085388 + Penalty 4425.109168 = -1172252.976221
  nChanged 577
		SP:Iteration 2F (188168.560000 sec): 3 clusters
  Score: Raw -1177117.983728 + Penalty 4425.109168 = -1172692.874560
  nChanged 529
		SP:Iteration 3F (188168.800000 sec): 3 clusters
  Score: Raw -1177547.290773 + Penalty 4425.109168 = -1173122.181606
  nChanged 492
		SP:Iteration 4F (188169.010000 sec): 3 clusters
  Score: Raw -1177982.989271 + Penalty 4425.109168 = -1173557.880103
  nChanged 451
		SP:Iteration 5F (188169.260000 sec): 3 clusters
  Score: Raw -1178342.487227 + Penalty 4425.109168 = -1173917.378060
  nChanged 398
		SP:Iteration 6F (188169.450000 sec): 3 clusters
  Score: Raw -1178582.666307 + Penalty 4425.109168 = -1174157.557140
  nChanged 315
		SP:Iteration 7Q (188169.670000 sec): 3 clusters
  Score: Raw -1178751.472423 + Penalty 4425.109168 = -1174326.363256
  nChanged 259
		SP:Iteration 8Q (188169.870000 sec): 3 clusters
  Score: Raw -1178892.324344 + Penalty 4425.109168 = -1174467.215176
  nChanged 216
		SP:Iteration 9Q (188170.080000 sec): 3 clusters
  Score: Raw -1178994.277734 + Penalty 4425.109168 = -1174569.168566
  nChanged 158
		SP:Iteration 10Q (188170.330000 sec): 3 clusters
  Score: Raw -1179065.908427 + Penalty 4425.109168 = -1174640.799260
  nChanged 131
		SP:Iteration 11Q (188170.520000 sec): 3 clusters
  Score: Raw -1179135.930292 + Penalty 4425.109168 = -1174710.821125
  nChanged 131
		SP:Iteration 12Q (188170.750000 sec): 3 clusters
  Score: Raw -1179210.686105 + Penalty 4425.109168 = -1174785.576937
  nChanged 117
		SP:Iteration 13Q (188170.950000 sec): 3 clusters
  Score: Raw -1179265.546263 + Penalty 4425.109168 = -1174840.437096
  nChanged 93
		SP:Iteration 14Q (188171.150000 sec): 3 clusters
  Score: Raw -1179306.843768 + Penalty 4425.109168 = -1174881.734600
  nChanged 82
		SP:Iteration 15Q (188171.390000 sec): 3 clusters
  Score: Raw -1179349.659808 + Penalty 4425.109168 = -1174924.550640
  nChanged 69
		SP:Iteration 16Q (188171.630000 sec): 3 clusters
  Score: Raw -1179381.586896 + Penalty 4425.109168 = -1174956.477728
  nChanged 64
		SP:Iteration 17Q (188171.830000 sec): 3 clusters
  Score: Raw -1179416.158321 + Penalty 4425.109168 = -1174991.049154
  nChanged 61
		SP:Iteration 18Q (188172.010000 sec): 3 clusters
  Score: Raw -1179447.846048 + Penalty 4425.109168 = -1175022.736880
  nChanged 63
		SP:Iteration 19Q (188172.210000 sec): 3 clusters
  Score: Raw -1179484.602740 + Penalty 4425.109168 = -1175059.493572
  nChanged 70
		SP:Iteration 20F (188172.440000 sec): 3 clusters
  Score: Raw -1179523.150463 + Penalty 4425.109168 = -1175098.041296
  nChanged 66
		SP:Iteration 21Q (188172.700000 sec): 3 clusters
  Score: Raw -1179561.366788 + Penalty 4425.109168 = -1175136.257621
  nChanged 68
		SP:Iteration 22Q (188172.900000 sec): 3 clusters
  Score: Raw -1179598.356584 + Penalty 4425.109168 = -1175173.247417
  nChanged 69
		SP:Iteration 23Q (188173.090000 sec): 3 clusters
  Score: Raw -1179649.137355 + Penalty 4425.109168 = -1175224.028188
  nChanged 90
		SP:Iteration 24Q (188173.300000 sec): 3 clusters
  Score: Raw -1179712.505982 + Penalty 4425.109168 = -1175287.396815
  nChanged 81
		SP:Iteration 25Q (188173.530000 sec): 3 clusters
  Score: Raw -1179785.772062 + Penalty 4425.109168 = -1175360.662895
  nChanged 90
		SP:Iteration 26Q (188173.750000 sec): 3 clusters
  Score: Raw -1179854.563319 + Penalty 4425.109168 = -1175429.454152
  nChanged 94
		SP:Iteration 27Q (188173.940000 sec): 3 clusters
  Score: Raw -1179924.253629 + Penalty 4425.109168 = -1175499.144462
  nChanged 98
		SP:Iteration 28Q (188174.110000 sec): 3 clusters
  Score: Raw -1179985.136066 + Penalty 4425.109168 = -1175560.026899
  nChanged 89
		SP:Iteration 29Q (188174.320000 sec): 3 clusters
  Score: Raw -1180041.462991 + Penalty 4425.109168 = -1175616.353823
  nChanged 101
		SP:Iteration 30Q (188174.500000 sec): 3 clusters
  Score: Raw -1180108.354135 + Penalty 4425.109168 = -1175683.244968
  nChanged 96
		SP:Iteration 31Q (188174.700000 sec): 3 clusters
  Score: Raw -1180169.021285 + Penalty 4425.109168 = -1175743.912117
  nChanged 91
		SP:Iteration 32Q (188174.870000 sec): 3 clusters
  Score: Raw -1180223.594259 + Penalty 4425.109168 = -1175798.485091
  nChanged 83
		SP:Iteration 33Q (188175.070000 sec): 3 clusters
  Score: Raw -1180270.782255 + Penalty 4425.109168 = -1175845.673087
  nChanged 84
		SP:Iteration 34Q (188175.280000 sec): 3 clusters
  Score: Raw -1180317.980982 + Penalty 4425.109168 = -1175892.871814
  nChanged 81
		SP:Iteration 35Q (188175.500000 sec): 3 clusters
  Score: Raw -1180361.839164 + Penalty 4425.109168 = -1175936.729997
  nChanged 78
		SP:Iteration 36Q (188175.690000 sec): 3 clusters
  Score: Raw -1180401.512222 + Penalty 4425.109168 = -1175976.403054
  nChanged 73
		SP:Iteration 37Q (188175.810000 sec): 3 clusters
  Score: Raw -1180440.017996 + Penalty 4425.109168 = -1176014.908828
  nChanged 65
		SP:Iteration 38Q (188175.990000 sec): 3 clusters
  Score: Raw -1180472.548024 + Penalty 4425.109168 = -1176047.438856
  nChanged 57
		SP:Iteration 39Q (188176.160000 sec): 3 clusters
  Score: Raw -1180497.850510 + Penalty 4425.109168 = -1176072.741343
  nChanged 34
		SP:Iteration 40F (188176.390000 sec): 3 clusters
  Score: Raw -1180507.382816 + Penalty 4425.109168 = -1176082.273648
  nChanged 22
		SP:Iteration 41Q (188176.610000 sec): 3 clusters
  Score: Raw -1180513.411316 + Penalty 4425.109168 = -1176088.302149
  nChanged 16
		SP:Iteration 42Q (188176.770000 sec): 3 clusters
  Score: Raw -1180516.664577 + Penalty 4425.109168 = -1176091.555409
  nChanged 9
		SP:Iteration 43Q (188176.980000 sec): 3 clusters
  Score: Raw -1180518.111811 + Penalty 4425.109168 = -1176093.002643
  nChanged 8
		SP:Iteration 44Q (188177.130000 sec): 3 clusters
  Score: Raw -1180519.267405 + Penalty 4425.109168 = -1176094.158238
  nChanged 5
		SP:Iteration 45Q (188177.360000 sec): 3 clusters
  Score: Raw -1180520.045102 + Penalty 4425.109168 = -1176094.935935
  nChanged 1
		SP:Iteration 46Q (188177.520000 sec): 3 clusters
  Score: Raw -1180520.273862 + Penalty 4425.109168 = -1176095.164695
  nChanged 2
		SP:Iteration 47Q (188177.730000 sec): 3 clusters
  Score: Raw -1180521.014866 + Penalty 4425.109168 = -1176095.905698
  nChanged 3
		SP:Iteration 48Q (188177.920000 sec): 3 clusters
  Score: Raw -1180521.851594 + Penalty 4425.109168 = -1176096.742426
  nChanged 7
		SP:Iteration 49Q (188178.130000 sec): 3 clusters
  Score: Raw -1180523.622342 + Penalty 4425.109168 = -1176098.513174
  nChanged 9
		SP:Iteration 50Q (188178.360000 sec): 3 clusters
  Score: Raw -1180525.138941 + Penalty 4425.109168 = -1176100.029774
  nChanged 4
		SP:Iteration 51Q (188178.560000 sec): 3 clusters
  Score: Raw -1180525.630273 + Penalty 4425.109168 = -1176100.521105
  nChanged 2
		SP:Iteration 52Q (188178.710000 sec): 3 clusters
  Score: Raw -1180525.785365 + Penalty 4425.109168 = -1176100.676198
  nChanged 0
		SP:Iteration 53F (188178.940000 sec): 3 clusters
  Score: Raw -1180525.785365 + Penalty 4425.109168 = -1176100.676198
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 74 (3408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188179.040000 sec): 2 clusters
  Score: Raw -536941.547357 + Penalty 2017.202460 = -534924.344896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188179.180000 sec): 3 clusters
  Score: Raw -535444.557076 + Penalty 4034.404920 = -531410.152156
  nChanged 1228
		SP:Iteration 1F (188179.320000 sec): 3 clusters
  Score: Raw -536279.608066 + Penalty 4034.404920 = -532245.203145
  nChanged 280
		SP:Iteration 2F (188179.450000 sec): 3 clusters
  Score: Raw -536473.839891 + Penalty 4034.404920 = -532439.434970
  nChanged 155
		SP:Iteration 3Q (188179.600000 sec): 3 clusters
  Score: Raw -536581.171807 + Penalty 4034.404920 = -532546.766887
  nChanged 111
		SP:Iteration 4Q (188179.750000 sec): 3 clusters
  Score: Raw -536657.573442 + Penalty 4034.404920 = -532623.168522
  nChanged 100
		SP:Iteration 5Q (188179.870000 sec): 3 clusters
  Score: Raw -536723.689028 + Penalty 4034.404920 = -532689.284107
  nChanged 96
		SP:Iteration 6Q (188180.100000 sec): 3 clusters
  Score: Raw -536789.684301 + Penalty 4034.404920 = -532755.279381
  nChanged 87
		SP:Iteration 7Q (188180.290000 sec): 3 clusters
  Score: Raw -536839.202179 + Penalty 4034.404920 = -532804.797259
  nChanged 69
		SP:Iteration 8Q (188180.480000 sec): 3 clusters
  Score: Raw -536879.492487 + Penalty 4034.404920 = -532845.087567
  nChanged 64
		SP:Iteration 9Q (188180.720000 sec): 3 clusters
  Score: Raw -536925.454407 + Penalty 4034.404920 = -532891.049487
  nChanged 64
		SP:Iteration 10Q (188180.870000 sec): 3 clusters
  Score: Raw -536960.607568 + Penalty 4034.404920 = -532926.202648
  nChanged 48
		SP:Iteration 11Q (188181.090000 sec): 3 clusters
  Score: Raw -536986.315885 + Penalty 4034.404920 = -532951.910964
  nChanged 41
		SP:Iteration 12Q (188181.260000 sec): 3 clusters
  Score: Raw -537004.735019 + Penalty 4034.404920 = -532970.330099
  nChanged 34
		SP:Iteration 13Q (188181.480000 sec): 3 clusters
  Score: Raw -537025.010745 + Penalty 4034.404920 = -532990.605824
  nChanged 37
		SP:Iteration 14Q (188181.680000 sec): 3 clusters
  Score: Raw -537044.326863 + Penalty 4034.404920 = -533009.921942
  nChanged 25
		SP:Iteration 15Q (188181.810000 sec): 3 clusters
  Score: Raw -537055.952869 + Penalty 4034.404920 = -533021.547949
  nChanged 20
		SP:Iteration 16Q (188182.020000 sec): 3 clusters
  Score: Raw -537065.995791 + Penalty 4034.404920 = -533031.590871
  nChanged 13
		SP:Iteration 17Q (188182.160000 sec): 3 clusters
  Score: Raw -537072.054569 + Penalty 4034.404920 = -533037.649648
  nChanged 11
		SP:Iteration 18Q (188182.360000 sec): 3 clusters
  Score: Raw -537077.182238 + Penalty 4034.404920 = -533042.777318
  nChanged 15
		SP:Iteration 19Q (188182.560000 sec): 3 clusters
  Score: Raw -537084.371289 + Penalty 4034.404920 = -533049.966369
  nChanged 15
		SP:Iteration 20F (188182.710000 sec): 3 clusters
  Score: Raw -537089.129810 + Penalty 4034.404920 = -533054.724890
  nChanged 7
		SP:Iteration 21Q (188182.890000 sec): 3 clusters
  Score: Raw -537090.933336 + Penalty 4034.404920 = -533056.528415
  nChanged 7
		SP:Iteration 22Q (188183.090000 sec): 3 clusters
  Score: Raw -537093.614955 + Penalty 4034.404920 = -533059.210035
  nChanged 10
		SP:Iteration 23Q (188183.290000 sec): 3 clusters
  Score: Raw -537097.161004 + Penalty 4034.404920 = -533062.756084
  nChanged 15
		SP:Iteration 24Q (188183.530000 sec): 3 clusters
  Score: Raw -537102.387313 + Penalty 4034.404920 = -533067.982392
  nChanged 7
		SP:Iteration 25Q (188183.720000 sec): 3 clusters
  Score: Raw -537105.917827 + Penalty 4034.404920 = -533071.512907
  nChanged 7
		SP:Iteration 26Q (188183.920000 sec): 3 clusters
  Score: Raw -537108.904208 + Penalty 4034.404920 = -533074.499288
  nChanged 4
		SP:Iteration 27Q (188184.110000 sec): 3 clusters
  Score: Raw -537110.855742 + Penalty 4034.404920 = -533076.450822
  nChanged 3
		SP:Iteration 28Q (188184.290000 sec): 3 clusters
  Score: Raw -537112.259544 + Penalty 4034.404920 = -533077.854624
  nChanged 2
		SP:Iteration 29Q (188184.480000 sec): 3 clusters
  Score: Raw -537113.954593 + Penalty 4034.404920 = -533079.549673
  nChanged 7
		SP:Iteration 30Q (188184.660000 sec): 3 clusters
  Score: Raw -537116.183282 + Penalty 4034.404920 = -533081.778361
  nChanged 4
		SP:Iteration 31Q (188184.820000 sec): 3 clusters
  Score: Raw -537118.006208 + Penalty 4034.404920 = -533083.601287
  nChanged 6
		SP:Iteration 32Q (188185.000000 sec): 3 clusters
  Score: Raw -537120.487145 + Penalty 4034.404920 = -533086.082225
  nChanged 5
		SP:Iteration 33Q (188185.160000 sec): 3 clusters
  Score: Raw -537122.193117 + Penalty 4034.404920 = -533087.788196
  nChanged 3
		SP:Iteration 34Q (188185.320000 sec): 3 clusters
  Score: Raw -537123.158125 + Penalty 4034.404920 = -533088.753205
  nChanged 2
		SP:Iteration 35Q (188185.510000 sec): 3 clusters
  Score: Raw -537123.987423 + Penalty 4034.404920 = -533089.582502
  nChanged 5
		SP:Iteration 36Q (188185.670000 sec): 3 clusters
  Score: Raw -537126.067830 + Penalty 4034.404920 = -533091.662910
  nChanged 5
		SP:Iteration 37Q (188185.810000 sec): 3 clusters
  Score: Raw -537129.489687 + Penalty 4034.404920 = -533095.084766
  nChanged 7
		SP:Iteration 38Q (188185.980000 sec): 3 clusters
  Score: Raw -537132.814253 + Penalty 4034.404920 = -533098.409332
  nChanged 10
		SP:Iteration 39Q (188186.180000 sec): 3 clusters
  Score: Raw -537137.603721 + Penalty 4034.404920 = -533103.198801
  nChanged 4
		SP:Iteration 40F (188186.380000 sec): 3 clusters
  Score: Raw -537138.576536 + Penalty 4034.404920 = -533104.171616
  nChanged 2
		SP:Iteration 41Q (188186.570000 sec): 3 clusters
  Score: Raw -537139.115047 + Penalty 4034.404920 = -533104.710126
  nChanged 4
		SP:Iteration 42Q (188186.750000 sec): 3 clusters
  Score: Raw -537140.412052 + Penalty 4034.404920 = -533106.007132
  nChanged 0
		SP:Iteration 43F (188186.910000 sec): 3 clusters
  Score: Raw -537140.412052 + Penalty 4034.404920 = -533106.007132
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 75 (1883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188187.040000 sec): 2 clusters
  Score: Raw -270260.830770 + Penalty 1870.074139 = -268390.756631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188187.220000 sec): 3 clusters
  Score: Raw -269629.343315 + Penalty 3740.148278 = -265889.195037
  nChanged 599
		SP:Iteration 1F (188187.360000 sec): 3 clusters
  Score: Raw -270201.672208 + Penalty 3740.148278 = -266461.523929
  nChanged 167
		SP:Iteration 2F (188187.530000 sec): 3 clusters
  Score: Raw -270434.602406 + Penalty 3740.148278 = -266694.454127
  nChanged 138
		SP:Iteration 3F (188187.680000 sec): 3 clusters
  Score: Raw -270619.300511 + Penalty 3740.148278 = -266879.152233
  nChanged 92
		SP:Iteration 4Q (188187.890000 sec): 3 clusters
  Score: Raw -270730.484813 + Penalty 3740.148278 = -266990.336535
  nChanged 69
		SP:Iteration 5Q (188188.020000 sec): 3 clusters
  Score: Raw -270808.890331 + Penalty 3740.148278 = -267068.742053
  nChanged 51
		SP:Iteration 6Q (188188.200000 sec): 3 clusters
  Score: Raw -270884.882392 + Penalty 3740.148278 = -267144.734114
  nChanged 40
		SP:Iteration 7Q (188188.360000 sec): 3 clusters
  Score: Raw -270933.519895 + Penalty 3740.148278 = -267193.371616
  nChanged 30
		SP:Iteration 8Q (188188.540000 sec): 3 clusters
  Score: Raw -270965.936760 + Penalty 3740.148278 = -267225.788481
  nChanged 22
		SP:Iteration 9Q (188188.740000 sec): 3 clusters
  Score: Raw -270984.398512 + Penalty 3740.148278 = -267244.250234
  nChanged 15
		SP:Iteration 10Q (188188.880000 sec): 3 clusters
  Score: Raw -270994.035935 + Penalty 3740.148278 = -267253.887657
  nChanged 8
		SP:Iteration 11Q (188189.090000 sec): 3 clusters
  Score: Raw -271001.288510 + Penalty 3740.148278 = -267261.140232
  nChanged 8
		SP:Iteration 12Q (188189.240000 sec): 3 clusters
  Score: Raw -271006.212523 + Penalty 3740.148278 = -267266.064245
  nChanged 2
		SP:Iteration 13Q (188189.410000 sec): 3 clusters
  Score: Raw -271007.297234 + Penalty 3740.148278 = -267267.148956
  nChanged 4
		SP:Iteration 14Q (188189.570000 sec): 3 clusters
  Score: Raw -271009.028966 + Penalty 3740.148278 = -267268.880687
  nChanged 0
		SP:Iteration 15F (188189.720000 sec): 3 clusters
  Score: Raw -271009.028966 + Penalty 3740.148278 = -267268.880687
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 76 (12936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188189.910000 sec): 2 clusters
  Score: Raw -2039481.017764 + Penalty 2348.006812 = -2037133.010953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188190.130000 sec): 3 clusters
  Score: Raw -2032196.954277 + Penalty 4696.013623 = -2027500.940654
  nChanged 5655
		SP:Iteration 1F (188190.340000 sec): 3 clusters
  Score: Raw -2035300.248908 + Penalty 4696.013623 = -2030604.235285
  nChanged 844
		SP:Iteration 2F (188190.580000 sec): 3 clusters
  Score: Raw -2035740.338420 + Penalty 4696.013623 = -2031044.324797
  nChanged 775
		SP:Iteration 3F (188190.790000 sec): 3 clusters
  Score: Raw -2036237.066050 + Penalty 4696.013623 = -2031541.052427
  nChanged 800
		SP:Iteration 4F (188191.020000 sec): 3 clusters
  Score: Raw -2036828.827784 + Penalty 4696.013623 = -2032132.814161
  nChanged 851
		SP:Iteration 5F (188191.270000 sec): 3 clusters
  Score: Raw -2037445.131628 + Penalty 4696.013623 = -2032749.118005
  nChanged 818
		SP:Iteration 6F (188191.500000 sec): 3 clusters
  Score: Raw -2038002.138246 + Penalty 4696.013623 = -2033306.124623
  nChanged 722
		SP:Iteration 7F (188191.730000 sec): 3 clusters
  Score: Raw -2038461.032964 + Penalty 4696.013623 = -2033765.019341
  nChanged 583
		SP:Iteration 8Q (188191.940000 sec): 3 clusters
  Score: Raw -2038835.382051 + Penalty 4696.013623 = -2034139.368428
  nChanged 486
		SP:Iteration 9Q (188192.200000 sec): 3 clusters
  Score: Raw -2039193.772797 + Penalty 4696.013623 = -2034497.759174
  nChanged 479
		SP:Iteration 10Q (188192.470000 sec): 3 clusters
  Score: Raw -2039616.073308 + Penalty 4696.013623 = -2034920.059685
  nChanged 456
		SP:Iteration 11Q (188192.730000 sec): 3 clusters
  Score: Raw -2040106.986259 + Penalty 4696.013623 = -2035410.972636
  nChanged 384
		SP:Iteration 12Q (188192.990000 sec): 3 clusters
  Score: Raw -2040431.224217 + Penalty 4696.013623 = -2035735.210594
  nChanged 280
		SP:Iteration 13Q (188193.180000 sec): 3 clusters
  Score: Raw -2040605.721624 + Penalty 4696.013623 = -2035909.708001
  nChanged 197
		SP:Iteration 14Q (188193.400000 sec): 3 clusters
  Score: Raw -2040700.226912 + Penalty 4696.013623 = -2036004.213289
  nChanged 130
		SP:Iteration 15Q (188193.680000 sec): 3 clusters
  Score: Raw -2040741.784306 + Penalty 4696.013623 = -2036045.770683
  nChanged 82
		SP:Iteration 16Q (188193.910000 sec): 3 clusters
  Score: Raw -2040767.244269 + Penalty 4696.013623 = -2036071.230646
  nChanged 62
		SP:Iteration 17Q (188194.140000 sec): 3 clusters
  Score: Raw -2040787.941864 + Penalty 4696.013623 = -2036091.928241
  nChanged 56
		SP:Iteration 18Q (188194.360000 sec): 3 clusters
  Score: Raw -2040807.489798 + Penalty 4696.013623 = -2036111.476175
  nChanged 47
		SP:Iteration 19Q (188194.610000 sec): 3 clusters
  Score: Raw -2040818.588758 + Penalty 4696.013623 = -2036122.575135
  nChanged 33
		SP:Iteration 20F (188194.850000 sec): 3 clusters
  Score: Raw -2040825.684808 + Penalty 4696.013623 = -2036129.671185
  nChanged 28
		SP:Iteration 21Q (188195.100000 sec): 3 clusters
  Score: Raw -2040833.596427 + Penalty 4696.013623 = -2036137.582804
  nChanged 32
		SP:Iteration 22Q (188195.320000 sec): 3 clusters
  Score: Raw -2040842.954482 + Penalty 4696.013623 = -2036146.940859
  nChanged 36
		SP:Iteration 23Q (188195.570000 sec): 3 clusters
  Score: Raw -2040853.147090 + Penalty 4696.013623 = -2036157.133467
  nChanged 33
		SP:Iteration 24Q (188195.810000 sec): 3 clusters
  Score: Raw -2040859.942574 + Penalty 4696.013623 = -2036163.928951
  nChanged 26
		SP:Iteration 25Q (188196.060000 sec): 3 clusters
  Score: Raw -2040865.607537 + Penalty 4696.013623 = -2036169.593914
  nChanged 21
		SP:Iteration 26Q (188196.290000 sec): 3 clusters
  Score: Raw -2040870.384189 + Penalty 4696.013623 = -2036174.370566
  nChanged 22
		SP:Iteration 27Q (188196.560000 sec): 3 clusters
  Score: Raw -2040874.729649 + Penalty 4696.013623 = -2036178.716026
  nChanged 16
		SP:Iteration 28Q (188196.790000 sec): 3 clusters
  Score: Raw -2040877.531871 + Penalty 4696.013623 = -2036181.518248
  nChanged 12
		SP:Iteration 29Q (188197.010000 sec): 3 clusters
  Score: Raw -2040879.445443 + Penalty 4696.013623 = -2036183.431820
  nChanged 13
		SP:Iteration 30Q (188197.280000 sec): 3 clusters
  Score: Raw -2040881.484178 + Penalty 4696.013623 = -2036185.470555
  nChanged 5
		SP:Iteration 31Q (188197.500000 sec): 3 clusters
  Score: Raw -2040882.369459 + Penalty 4696.013623 = -2036186.355836
  nChanged 4
		SP:Iteration 32Q (188197.780000 sec): 3 clusters
  Score: Raw -2040882.944939 + Penalty 4696.013623 = -2036186.931316
  nChanged 1
		SP:Iteration 33Q (188198.020000 sec): 3 clusters
  Score: Raw -2040883.026784 + Penalty 4696.013623 = -2036187.013161
  nChanged 3
		SP:Iteration 34Q (188198.310000 sec): 3 clusters
  Score: Raw -2040883.409892 + Penalty 4696.013623 = -2036187.396269
  nChanged 3
		SP:Iteration 35Q (188198.580000 sec): 3 clusters
  Score: Raw -2040883.751399 + Penalty 4696.013623 = -2036187.737776
  nChanged 1
		SP:Iteration 36Q (188198.800000 sec): 3 clusters
  Score: Raw -2040883.965749 + Penalty 4696.013623 = -2036187.952126
  nChanged 4
		SP:Iteration 37Q (188198.990000 sec): 3 clusters
  Score: Raw -2040884.373468 + Penalty 4696.013623 = -2036188.359845
  nChanged 4
		SP:Iteration 38Q (188199.230000 sec): 3 clusters
  Score: Raw -2040885.135176 + Penalty 4696.013623 = -2036189.121553
  nChanged 6
		SP:Iteration 39Q (188199.450000 sec): 3 clusters
  Score: Raw -2040886.019008 + Penalty 4696.013623 = -2036190.005385
  nChanged 5
		SP:Iteration 40F (188199.660000 sec): 3 clusters
  Score: Raw -2040886.581196 + Penalty 4696.013623 = -2036190.567573
  nChanged 4
		SP:Iteration 41Q (188199.880000 sec): 3 clusters
  Score: Raw -2040887.081120 + Penalty 4696.013623 = -2036191.067497
  nChanged 3
		SP:Iteration 42Q (188200.100000 sec): 3 clusters
  Score: Raw -2040887.745091 + Penalty 4696.013623 = -2036191.731468
  nChanged 2
		SP:Iteration 43Q (188200.300000 sec): 3 clusters
  Score: Raw -2040888.016366 + Penalty 4696.013623 = -2036192.002743
  nChanged 0
		SP:Iteration 44F (188200.450000 sec): 3 clusters
  Score: Raw -2040888.016366 + Penalty 4696.013623 = -2036192.002743
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 77 (6136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188200.570000 sec): 2 clusters
  Score: Raw -963004.496136 + Penalty 2163.038229 = -960841.457907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188200.810000 sec): 3 clusters
  Score: Raw -959973.336285 + Penalty 4326.076458 = -955647.259827
  nChanged 2348
		SP:Iteration 1F (188200.920000 sec): 3 clusters
  Score: Raw -961275.757666 + Penalty 4326.076458 = -956949.681208
  nChanged 415
		SP:Iteration 2F (188201.140000 sec): 3 clusters
  Score: Raw -961507.374157 + Penalty 4326.076458 = -957181.297699
  nChanged 336
		SP:Iteration 3F (188201.310000 sec): 3 clusters
  Score: Raw -961699.963577 + Penalty 4326.076458 = -957373.887119
  nChanged 263
		SP:Iteration 4Q (188201.510000 sec): 3 clusters
  Score: Raw -961836.044258 + Penalty 4326.076458 = -957509.967800
  nChanged 216
		SP:Iteration 5Q (188201.710000 sec): 3 clusters
  Score: Raw -961937.205482 + Penalty 4326.076458 = -957611.129023
  nChanged 194
		SP:Iteration 6Q (188201.890000 sec): 3 clusters
  Score: Raw -962017.234211 + Penalty 4326.076458 = -957691.157753
  nChanged 151
		SP:Iteration 7Q (188202.020000 sec): 3 clusters
  Score: Raw -962076.233842 + Penalty 4326.076458 = -957750.157384
  nChanged 129
		SP:Iteration 8Q (188202.240000 sec): 3 clusters
  Score: Raw -962133.384215 + Penalty 4326.076458 = -957807.307757
  nChanged 126
		SP:Iteration 9Q (188202.360000 sec): 3 clusters
  Score: Raw -962182.706917 + Penalty 4326.076458 = -957856.630458
  nChanged 116
		SP:Iteration 10Q (188202.560000 sec): 3 clusters
  Score: Raw -962227.413563 + Penalty 4326.076458 = -957901.337105
  nChanged 104
		SP:Iteration 11Q (188202.690000 sec): 3 clusters
  Score: Raw -962268.285384 + Penalty 4326.076458 = -957942.208926
  nChanged 108
		SP:Iteration 12Q (188202.910000 sec): 3 clusters
  Score: Raw -962309.448034 + Penalty 4326.076458 = -957983.371576
  nChanged 94
		SP:Iteration 13Q (188203.160000 sec): 3 clusters
  Score: Raw -962344.625785 + Penalty 4326.076458 = -958018.549327
  nChanged 104
		SP:Iteration 14Q (188203.360000 sec): 3 clusters
  Score: Raw -962385.047946 + Penalty 4326.076458 = -958058.971488
  nChanged 107
		SP:Iteration 15Q (188203.590000 sec): 3 clusters
  Score: Raw -962427.313957 + Penalty 4326.076458 = -958101.237499
  nChanged 97
		SP:Iteration 16Q (188203.840000 sec): 3 clusters
  Score: Raw -962466.264579 + Penalty 4326.076458 = -958140.188121
  nChanged 107
		SP:Iteration 17Q (188204.040000 sec): 3 clusters
  Score: Raw -962508.358793 + Penalty 4326.076458 = -958182.282335
  nChanged 94
		SP:Iteration 18Q (188204.240000 sec): 3 clusters
  Score: Raw -962553.683286 + Penalty 4326.076458 = -958227.606828
  nChanged 110
		SP:Iteration 19Q (188204.500000 sec): 3 clusters
  Score: Raw -962599.724346 + Penalty 4326.076458 = -958273.647888
  nChanged 98
		SP:Iteration 20F (188204.610000 sec): 3 clusters
  Score: Raw -962643.709780 + Penalty 4326.076458 = -958317.633322
  nChanged 112
		SP:Iteration 21Q (188204.820000 sec): 3 clusters
  Score: Raw -962699.825296 + Penalty 4326.076458 = -958373.748838
  nChanged 106
		SP:Iteration 22Q (188204.950000 sec): 3 clusters
  Score: Raw -962751.468507 + Penalty 4326.076458 = -958425.392049
  nChanged 87
		SP:Iteration 23Q (188205.150000 sec): 3 clusters
  Score: Raw -962792.014642 + Penalty 4326.076458 = -958465.938184
  nChanged 84
		SP:Iteration 24Q (188205.300000 sec): 3 clusters
  Score: Raw -962835.177136 + Penalty 4326.076458 = -958509.100677
  nChanged 88
		SP:Iteration 25Q (188205.490000 sec): 3 clusters
  Score: Raw -962878.999606 + Penalty 4326.076458 = -958552.923148
  nChanged 91
		SP:Iteration 26Q (188205.670000 sec): 3 clusters
  Score: Raw -962920.588525 + Penalty 4326.076458 = -958594.512067
  nChanged 79
		SP:Iteration 27Q (188205.780000 sec): 3 clusters
  Score: Raw -962961.825802 + Penalty 4326.076458 = -958635.749343
  nChanged 65
		SP:Iteration 28Q (188206.010000 sec): 3 clusters
  Score: Raw -962992.157616 + Penalty 4326.076458 = -958666.081158
  nChanged 56
		SP:Iteration 29Q (188206.140000 sec): 3 clusters
  Score: Raw -963020.854771 + Penalty 4326.076458 = -958694.778312
  nChanged 55
		SP:Iteration 30Q (188206.340000 sec): 3 clusters
  Score: Raw -963050.621981 + Penalty 4326.076458 = -958724.545523
  nChanged 49
		SP:Iteration 31Q (188206.460000 sec): 3 clusters
  Score: Raw -963074.781512 + Penalty 4326.076458 = -958748.705054
  nChanged 48
		SP:Iteration 32Q (188206.660000 sec): 3 clusters
  Score: Raw -963100.899088 + Penalty 4326.076458 = -958774.822630
  nChanged 41
		SP:Iteration 33Q (188206.890000 sec): 3 clusters
  Score: Raw -963124.259799 + Penalty 4326.076458 = -958798.183341
  nChanged 35
		SP:Iteration 34Q (188207.010000 sec): 3 clusters
  Score: Raw -963144.293494 + Penalty 4326.076458 = -958818.217036
  nChanged 27
		SP:Iteration 35Q (188207.210000 sec): 3 clusters
  Score: Raw -963161.582961 + Penalty 4326.076458 = -958835.506503
  nChanged 17
		SP:Iteration 36Q (188207.360000 sec): 3 clusters
  Score: Raw -963171.427172 + Penalty 4326.076458 = -958845.350714
  nChanged 21
		SP:Iteration 37Q (188207.520000 sec): 3 clusters
  Score: Raw -963185.609986 + Penalty 4326.076458 = -958859.533527
  nChanged 17
		SP:Iteration 38Q (188207.700000 sec): 3 clusters
  Score: Raw -963195.169159 + Penalty 4326.076458 = -958869.092701
  nChanged 16
		SP:Iteration 39Q (188207.840000 sec): 3 clusters
  Score: Raw -963203.333297 + Penalty 4326.076458 = -958877.256839
  nChanged 20
		SP:Iteration 40F (188208.020000 sec): 3 clusters
  Score: Raw -963213.249762 + Penalty 4326.076458 = -958887.173304
  nChanged 14
		SP:Iteration 41Q (188208.140000 sec): 3 clusters
  Score: Raw -963221.049391 + Penalty 4326.076458 = -958894.972933
  nChanged 14
		SP:Iteration 42Q (188208.380000 sec): 3 clusters
  Score: Raw -963229.610050 + Penalty 4326.076458 = -958903.533592
  nChanged 16
		SP:Iteration 43Q (188208.540000 sec): 3 clusters
  Score: Raw -963236.692326 + Penalty 4326.076458 = -958910.615868
  nChanged 12
		SP:Iteration 44Q (188208.690000 sec): 3 clusters
  Score: Raw -963242.012390 + Penalty 4326.076458 = -958915.935931
  nChanged 9
		SP:Iteration 45Q (188208.820000 sec): 3 clusters
  Score: Raw -963246.669432 + Penalty 4326.076458 = -958920.592974
  nChanged 7
		SP:Iteration 46Q (188208.970000 sec): 3 clusters
  Score: Raw -963249.886251 + Penalty 4326.076458 = -958923.809793
  nChanged 10
		SP:Iteration 47Q (188209.160000 sec): 3 clusters
  Score: Raw -963253.846075 + Penalty 4326.076458 = -958927.769617
  nChanged 3
		SP:Iteration 48Q (188209.320000 sec): 3 clusters
  Score: Raw -963254.937034 + Penalty 4326.076458 = -958928.860576
  nChanged 1
		SP:Iteration 49Q (188209.500000 sec): 3 clusters
  Score: Raw -963255.137483 + Penalty 4326.076458 = -958929.061025
  nChanged 0
		SP:Iteration 50F (188209.620000 sec): 3 clusters
  Score: Raw -963255.137483 + Penalty 4326.076458 = -958929.061025
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 78 (142486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188210.540000 sec): 2 clusters
  Score: Raw -23219907.494597 + Penalty 2943.015759 = -23216964.478838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188211.640000 sec): 3 clusters
  Score: Raw -23127317.965501 + Penalty 5886.031518 = -23121431.933983
  nChanged 68051
		SP:Iteration 1F (188212.740000 sec): 3 clusters
  Score: Raw -23166797.188855 + Penalty 5886.031518 = -23160911.157337
  nChanged 4044
		SP:Iteration 2Q (188213.860000 sec): 3 clusters
  Score: Raw -23167671.321488 + Penalty 5886.031518 = -23161785.289970
  nChanged 4185
		SP:Iteration 3Q (188214.900000 sec): 3 clusters
  Score: Raw -23168734.857572 + Penalty 5886.031518 = -23162848.826054
  nChanged 4630
		SP:Iteration 4Q (188216.420000 sec): 3 clusters
  Score: Raw -23170167.070360 + Penalty 5886.031518 = -23164281.038842
  nChanged 5338
		SP:Iteration 5Q (188217.910000 sec): 3 clusters
  Score: Raw -23172293.184693 + Penalty 5886.031518 = -23166407.153175
  nChanged 6394
		SP:Iteration 6Q (188219.350000 sec): 3 clusters
  Score: Raw -23175679.702761 + Penalty 5886.031518 = -23169793.671243
  nChanged 8031
		SP:Iteration 7F (188220.720000 sec): 3 clusters
  Score: Raw -23181096.101474 + Penalty 5886.031518 = -23175210.069956
  nChanged 9684
		SP:Iteration 8F (188222.130000 sec): 3 clusters
  Score: Raw -23188978.407390 + Penalty 5886.031518 = -23183092.375872
  nChanged 10595
		SP:Iteration 9F (188223.540000 sec): 3 clusters
  Score: Raw -23198650.612973 + Penalty 5886.031518 = -23192764.581455
  nChanged 9533
		SP:Iteration 10F (188224.880000 sec): 3 clusters
  Score: Raw -23207595.495758 + Penalty 5886.031518 = -23201709.464240
  nChanged 6715
		SP:Iteration 11Q (188226.240000 sec): 3 clusters
  Score: Raw -23213632.172153 + Penalty 5886.031518 = -23207746.140635
  nChanged 4169
		SP:Iteration 12Q (188227.410000 sec): 3 clusters
  Score: Raw -23217066.290924 + Penalty 5886.031518 = -23211180.259406
  nChanged 2309
		SP:Iteration 13Q (188228.480000 sec): 3 clusters
  Score: Raw -23218682.982561 + Penalty 5886.031518 = -23212796.951043
  nChanged 1331
		SP:Iteration 14Q (188229.540000 sec): 3 clusters
  Score: Raw -23219480.777648 + Penalty 5886.031518 = -23213594.746130
  nChanged 851
		SP:Iteration 15Q (188230.640000 sec): 3 clusters
  Score: Raw -23219918.602452 + Penalty 5886.031518 = -23214032.570934
  nChanged 564
		SP:Iteration 16Q (188231.760000 sec): 3 clusters
  Score: Raw -23220179.768712 + Penalty 5886.031518 = -23214293.737194
  nChanged 386
		SP:Iteration 17Q (188232.910000 sec): 3 clusters
  Score: Raw -23220334.246285 + Penalty 5886.031518 = -23214448.214767
  nChanged 270
		SP:Iteration 18Q (188234.040000 sec): 3 clusters
  Score: Raw -23220438.707843 + Penalty 5886.031518 = -23214552.676325
  nChanged 197
		SP:Iteration 19Q (188235.200000 sec): 3 clusters
  Score: Raw -23220507.846839 + Penalty 5886.031518 = -23214621.815321
  nChanged 148
		SP:Iteration 20F (188236.330000 sec): 3 clusters
  Score: Raw -23220554.385817 + Penalty 5886.031518 = -23214668.354299
  nChanged 117
		SP:Iteration 21Q (188237.320000 sec): 3 clusters
  Score: Raw -23220595.177437 + Penalty 5886.031518 = -23214709.145919
  nChanged 100
		SP:Iteration 22Q (188238.370000 sec): 3 clusters
  Score: Raw -23220627.954643 + Penalty 5886.031518 = -23214741.923125
  nChanged 89
		SP:Iteration 23Q (188239.370000 sec): 3 clusters
  Score: Raw -23220654.946244 + Penalty 5886.031518 = -23214768.914725
  nChanged 70
		SP:Iteration 24Q (188240.410000 sec): 3 clusters
  Score: Raw -23220676.703483 + Penalty 5886.031518 = -23214790.671965
  nChanged 58
		SP:Iteration 25Q (188241.550000 sec): 3 clusters
  Score: Raw -23220693.169696 + Penalty 5886.031518 = -23214807.138178
  nChanged 45
		SP:Iteration 26Q (188242.630000 sec): 3 clusters
  Score: Raw -23220706.367804 + Penalty 5886.031518 = -23214820.336286
  nChanged 37
		SP:Iteration 27Q (188243.670000 sec): 3 clusters
  Score: Raw -23220715.893264 + Penalty 5886.031518 = -23214829.861746
  nChanged 32
		SP:Iteration 28Q (188244.830000 sec): 3 clusters
  Score: Raw -23220724.052884 + Penalty 5886.031518 = -23214838.021366
  nChanged 30
		SP:Iteration 29Q (188245.870000 sec): 3 clusters
  Score: Raw -23220732.596719 + Penalty 5886.031518 = -23214846.565201
  nChanged 33
		SP:Iteration 30Q (188246.970000 sec): 3 clusters
  Score: Raw -23220741.209285 + Penalty 5886.031518 = -23214855.177767
  nChanged 24
		SP:Iteration 31Q (188248.060000 sec): 3 clusters
  Score: Raw -23220747.089226 + Penalty 5886.031518 = -23214861.057708
  nChanged 19
		SP:Iteration 32Q (188249.180000 sec): 3 clusters
  Score: Raw -23220751.665731 + Penalty 5886.031518 = -23214865.634213
  nChanged 17
		SP:Iteration 33Q (188250.280000 sec): 3 clusters
  Score: Raw -23220755.838457 + Penalty 5886.031518 = -23214869.806939
  nChanged 16
		SP:Iteration 34Q (188251.370000 sec): 3 clusters
  Score: Raw -23220760.080367 + Penalty 5886.031518 = -23214874.048849
  nChanged 15
		SP:Iteration 35Q (188252.480000 sec): 3 clusters
  Score: Raw -23220764.026266 + Penalty 5886.031518 = -23214877.994748
  nChanged 12
		SP:Iteration 36Q (188253.510000 sec): 3 clusters
  Score: Raw -23220766.818490 + Penalty 5886.031518 = -23214880.786972
  nChanged 8
		SP:Iteration 37Q (188254.610000 sec): 3 clusters
  Score: Raw -23220768.975005 + Penalty 5886.031518 = -23214882.943487
  nChanged 9
		SP:Iteration 38Q (188255.660000 sec): 3 clusters
  Score: Raw -23220771.248070 + Penalty 5886.031518 = -23214885.216552
  nChanged 12
		SP:Iteration 39Q (188256.700000 sec): 3 clusters
  Score: Raw -23220774.600414 + Penalty 5886.031518 = -23214888.568896
  nChanged 8
		SP:Iteration 40F (188257.820000 sec): 3 clusters
  Score: Raw -23220777.339437 + Penalty 5886.031518 = -23214891.307919
  nChanged 9
		SP:Iteration 41Q (188259.000000 sec): 3 clusters
  Score: Raw -23220780.003849 + Penalty 5886.031518 = -23214893.972331
  nChanged 9
		SP:Iteration 42Q (188260.150000 sec): 3 clusters
  Score: Raw -23220782.014849 + Penalty 5886.031518 = -23214895.983331
  nChanged 7
		SP:Iteration 43Q (188261.300000 sec): 3 clusters
  Score: Raw -23220783.947450 + Penalty 5886.031518 = -23214897.915932
  nChanged 12
		SP:Iteration 44Q (188262.460000 sec): 3 clusters
  Score: Raw -23220787.244143 + Penalty 5886.031518 = -23214901.212625
  nChanged 12
		SP:Iteration 45Q (188263.510000 sec): 3 clusters
  Score: Raw -23220789.876593 + Penalty 5886.031518 = -23214903.845075
  nChanged 9
		SP:Iteration 46Q (188264.580000 sec): 3 clusters
  Score: Raw -23220791.774079 + Penalty 5886.031518 = -23214905.742561
  nChanged 9
		SP:Iteration 47Q (188265.720000 sec): 3 clusters
  Score: Raw -23220793.586043 + Penalty 5886.031518 = -23214907.554525
  nChanged 7
		SP:Iteration 48Q (188266.840000 sec): 3 clusters
  Score: Raw -23220795.097610 + Penalty 5886.031518 = -23214909.066092
  nChanged 2
		SP:Iteration 49Q (188267.880000 sec): 3 clusters
  Score: Raw -23220795.523645 + Penalty 5886.031518 = -23214909.492127
  nChanged 3
		SP:Iteration 50Q (188268.990000 sec): 3 clusters
  Score: Raw -23220796.182269 + Penalty 5886.031518 = -23214910.150751
  nChanged 2
		SP:Iteration 51Q (188270.060000 sec): 3 clusters
  Score: Raw -23220796.537303 + Penalty 5886.031518 = -23214910.505785
  nChanged 0
		SP:Iteration 52F (188271.280000 sec): 3 clusters
  Score: Raw -23220796.537303 + Penalty 5886.031518 = -23214910.505785
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 79 (21464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188271.500000 sec): 2 clusters
  Score: Raw -3425646.358394 + Penalty 2473.584833 = -3423172.773561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188271.820000 sec): 3 clusters
  Score: Raw -3413049.594639 + Penalty 4947.169666 = -3408102.424972
  nChanged 9547
		SP:Iteration 1F (188272.150000 sec): 3 clusters
  Score: Raw -3418421.727045 + Penalty 4947.169666 = -3413474.557378
  nChanged 1391
		SP:Iteration 2F (188272.500000 sec): 3 clusters
  Score: Raw -3419204.679593 + Penalty 4947.169666 = -3414257.509926
  nChanged 1406
		SP:Iteration 3F (188272.810000 sec): 3 clusters
  Score: Raw -3420094.907015 + Penalty 4947.169666 = -3415147.737348
  nChanged 1414
		SP:Iteration 4F (188273.160000 sec): 3 clusters
  Score: Raw -3421040.691559 + Penalty 4947.169666 = -3416093.521892
  nChanged 1347
		SP:Iteration 5F (188273.510000 sec): 3 clusters
  Score: Raw -3421951.489743 + Penalty 4947.169666 = -3417004.320077
  nChanged 1248
		SP:Iteration 6F (188273.840000 sec): 3 clusters
  Score: Raw -3422839.689425 + Penalty 4947.169666 = -3417892.519758
  nChanged 1118
		SP:Iteration 7F (188274.160000 sec): 3 clusters
  Score: Raw -3423711.648205 + Penalty 4947.169666 = -3418764.478539
  nChanged 1004
		SP:Iteration 8Q (188274.580000 sec): 3 clusters
  Score: Raw -3424485.356534 + Penalty 4947.169666 = -3419538.186868
  nChanged 788
		SP:Iteration 9Q (188274.920000 sec): 3 clusters
  Score: Raw -3425101.109556 + Penalty 4947.169666 = -3420153.939890
  nChanged 664
		SP:Iteration 10Q (188275.240000 sec): 3 clusters
  Score: Raw -3425634.422682 + Penalty 4947.169666 = -3420687.253016
  nChanged 553
		SP:Iteration 11Q (188275.520000 sec): 3 clusters
  Score: Raw -3426055.202950 + Penalty 4947.169666 = -3421108.033284
  nChanged 468
		SP:Iteration 12Q (188275.880000 sec): 3 clusters
  Score: Raw -3426336.735140 + Penalty 4947.169666 = -3421389.565474
  nChanged 344
		SP:Iteration 13Q (188276.180000 sec): 3 clusters
  Score: Raw -3426490.199292 + Penalty 4947.169666 = -3421543.029625
  nChanged 228
		SP:Iteration 14Q (188276.480000 sec): 3 clusters
  Score: Raw -3426564.283457 + Penalty 4947.169666 = -3421617.113790
  nChanged 153
		SP:Iteration 15Q (188276.820000 sec): 3 clusters
  Score: Raw -3426601.501769 + Penalty 4947.169666 = -3421654.332103
  nChanged 92
		SP:Iteration 16Q (188277.130000 sec): 3 clusters
  Score: Raw -3426624.648525 + Penalty 4947.169666 = -3421677.478859
  nChanged 91
		SP:Iteration 17Q (188277.480000 sec): 3 clusters
  Score: Raw -3426646.216840 + Penalty 4947.169666 = -3421699.047174
  nChanged 71
		SP:Iteration 18Q (188277.770000 sec): 3 clusters
  Score: Raw -3426659.721422 + Penalty 4947.169666 = -3421712.551756
  nChanged 55
		SP:Iteration 19Q (188278.080000 sec): 3 clusters
  Score: Raw -3426670.572424 + Penalty 4947.169666 = -3421723.402757
  nChanged 45
		SP:Iteration 20F (188278.360000 sec): 3 clusters
  Score: Raw -3426679.017885 + Penalty 4947.169666 = -3421731.848218
  nChanged 33
		SP:Iteration 21Q (188278.710000 sec): 3 clusters
  Score: Raw -3426682.955302 + Penalty 4947.169666 = -3421735.785636
  nChanged 21
		SP:Iteration 22Q (188279.040000 sec): 3 clusters
  Score: Raw -3426685.895699 + Penalty 4947.169666 = -3421738.726033
  nChanged 18
		SP:Iteration 23Q (188279.380000 sec): 3 clusters
  Score: Raw -3426688.178424 + Penalty 4947.169666 = -3421741.008757
  nChanged 16
		SP:Iteration 24Q (188279.680000 sec): 3 clusters
  Score: Raw -3426690.009422 + Penalty 4947.169666 = -3421742.839755
  nChanged 13
		SP:Iteration 25Q (188279.990000 sec): 3 clusters
  Score: Raw -3426691.601537 + Penalty 4947.169666 = -3421744.431871
  nChanged 11
		SP:Iteration 26Q (188280.300000 sec): 3 clusters
  Score: Raw -3426693.258209 + Penalty 4947.169666 = -3421746.088543
  nChanged 16
		SP:Iteration 27Q (188280.660000 sec): 3 clusters
  Score: Raw -3426695.397080 + Penalty 4947.169666 = -3421748.227413
  nChanged 11
		SP:Iteration 28Q (188280.960000 sec): 3 clusters
  Score: Raw -3426696.887583 + Penalty 4947.169666 = -3421749.717917
  nChanged 11
		SP:Iteration 29Q (188281.310000 sec): 3 clusters
  Score: Raw -3426698.179068 + Penalty 4947.169666 = -3421751.009401
  nChanged 9
		SP:Iteration 30Q (188281.650000 sec): 3 clusters
  Score: Raw -3426699.326006 + Penalty 4947.169666 = -3421752.156340
  nChanged 9
		SP:Iteration 31Q (188281.980000 sec): 3 clusters
  Score: Raw -3426700.195834 + Penalty 4947.169666 = -3421753.026167
  nChanged 4
		SP:Iteration 32Q (188282.300000 sec): 3 clusters
  Score: Raw -3426700.777116 + Penalty 4947.169666 = -3421753.607450
  nChanged 4
		SP:Iteration 33Q (188282.540000 sec): 3 clusters
  Score: Raw -3426701.298326 + Penalty 4947.169666 = -3421754.128660
  nChanged 1
		SP:Iteration 34Q (188282.880000 sec): 3 clusters
  Score: Raw -3426701.464794 + Penalty 4947.169666 = -3421754.295128
  nChanged 0
		SP:Iteration 35F (188283.150000 sec): 3 clusters
  Score: Raw -3426701.464794 + Penalty 4947.169666 = -3421754.295128
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 80 (3633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188283.280000 sec): 2 clusters
  Score: Raw -569620.828669 + Penalty 2033.057880 = -567587.770789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188283.430000 sec): 3 clusters
  Score: Raw -568013.458991 + Penalty 4066.115760 = -563947.343231
  nChanged 1314
		SP:Iteration 1F (188283.640000 sec): 3 clusters
  Score: Raw -568903.185062 + Penalty 4066.115760 = -564837.069302
  nChanged 342
		SP:Iteration 2F (188283.810000 sec): 3 clusters
  Score: Raw -569275.336389 + Penalty 4066.115760 = -565209.220629
  nChanged 279
		SP:Iteration 3F (188283.990000 sec): 3 clusters
  Score: Raw -569604.187459 + Penalty 4066.115760 = -565538.071699
  nChanged 245
		SP:Iteration 4F (188284.140000 sec): 3 clusters
  Score: Raw -569911.561113 + Penalty 4066.115760 = -565845.445353
  nChanged 222
		SP:Iteration 5F (188284.290000 sec): 3 clusters
  Score: Raw -570195.809765 + Penalty 4066.115760 = -566129.694005
  nChanged 177
		SP:Iteration 6Q (188284.410000 sec): 3 clusters
  Score: Raw -570411.603161 + Penalty 4066.115760 = -566345.487401
  nChanged 140
		SP:Iteration 7Q (188284.640000 sec): 3 clusters
  Score: Raw -570536.374520 + Penalty 4066.115760 = -566470.258760
  nChanged 84
		SP:Iteration 8Q (188284.790000 sec): 3 clusters
  Score: Raw -570619.951298 + Penalty 4066.115760 = -566553.835538
  nChanged 78
		SP:Iteration 9Q (188284.950000 sec): 3 clusters
  Score: Raw -570670.740426 + Penalty 4066.115760 = -566604.624666
  nChanged 43
		SP:Iteration 10Q (188285.080000 sec): 3 clusters
  Score: Raw -570694.957550 + Penalty 4066.115760 = -566628.841790
  nChanged 30
		SP:Iteration 11Q (188285.270000 sec): 3 clusters
  Score: Raw -570713.012544 + Penalty 4066.115760 = -566646.896784
  nChanged 24
		SP:Iteration 12Q (188285.430000 sec): 3 clusters
  Score: Raw -570725.454859 + Penalty 4066.115760 = -566659.339099
  nChanged 19
		SP:Iteration 13Q (188285.550000 sec): 3 clusters
  Score: Raw -570735.809870 + Penalty 4066.115760 = -566669.694110
  nChanged 13
		SP:Iteration 14Q (188285.700000 sec): 3 clusters
  Score: Raw -570741.347087 + Penalty 4066.115760 = -566675.231327
  nChanged 10
		SP:Iteration 15Q (188285.890000 sec): 3 clusters
  Score: Raw -570745.691469 + Penalty 4066.115760 = -566679.575709
  nChanged 10
		SP:Iteration 16Q (188286.090000 sec): 3 clusters
  Score: Raw -570748.826407 + Penalty 4066.115760 = -566682.710648
  nChanged 2
		SP:Iteration 17Q (188286.210000 sec): 3 clusters
  Score: Raw -570749.359592 + Penalty 4066.115760 = -566683.243832
  nChanged 1
		SP:Iteration 18Q (188286.410000 sec): 3 clusters
  Score: Raw -570749.996264 + Penalty 4066.115760 = -566683.880504
  nChanged 4
		SP:Iteration 19Q (188286.570000 sec): 3 clusters
  Score: Raw -570751.452106 + Penalty 4066.115760 = -566685.336346
  nChanged 2
		SP:Iteration 20F (188286.680000 sec): 3 clusters
  Score: Raw -570752.243017 + Penalty 4066.115760 = -566686.127257
  nChanged 1
		SP:Iteration 21Q (188286.870000 sec): 3 clusters
  Score: Raw -570752.751099 + Penalty 4066.115760 = -566686.635339
  nChanged 2
		SP:Iteration 22Q (188287.050000 sec): 3 clusters
  Score: Raw -570753.848665 + Penalty 4066.115760 = -566687.732905
  nChanged 3
		SP:Iteration 23Q (188287.240000 sec): 3 clusters
  Score: Raw -570755.151731 + Penalty 4066.115760 = -566689.035971
  nChanged 2
		SP:Iteration 24Q (188287.390000 sec): 3 clusters
  Score: Raw -570756.961441 + Penalty 4066.115760 = -566690.845681
  nChanged 4
		SP:Iteration 25Q (188287.540000 sec): 3 clusters
  Score: Raw -570759.391111 + Penalty 4066.115760 = -566693.275351
  nChanged 3
		SP:Iteration 26Q (188287.690000 sec): 3 clusters
  Score: Raw -570760.615680 + Penalty 4066.115760 = -566694.499920
  nChanged 4
		SP:Iteration 27Q (188287.880000 sec): 3 clusters
  Score: Raw -570762.122540 + Penalty 4066.115760 = -566696.006780
  nChanged 3
		SP:Iteration 28Q (188288.080000 sec): 3 clusters
  Score: Raw -570763.725085 + Penalty 4066.115760 = -566697.609325
  nChanged 2
		SP:Iteration 29Q (188288.200000 sec): 3 clusters
  Score: Raw -570764.685324 + Penalty 4066.115760 = -566698.569564
  nChanged 1
		SP:Iteration 30Q (188288.400000 sec): 3 clusters
  Score: Raw -570765.027667 + Penalty 4066.115760 = -566698.911907
  nChanged 1
		SP:Iteration 31Q (188288.540000 sec): 3 clusters
  Score: Raw -570765.333141 + Penalty 4066.115760 = -566699.217381
  nChanged 1
		SP:Iteration 32Q (188288.740000 sec): 3 clusters
  Score: Raw -570765.729959 + Penalty 4066.115760 = -566699.614200
  nChanged 0
		SP:Iteration 33F (188288.890000 sec): 3 clusters
  Score: Raw -570765.729959 + Penalty 4066.115760 = -566699.614200
  nChanged 0
Iteration 339Q (188534.430000 sec): 81 clusters
  Score: Raw -289244301.486016 + Penalty 286545.140364 = -288957756.345653
  nChanged 3
Iteration 340F (188951.040000 sec): 81 clusters
  Score: Raw -289244301.611279 + Penalty 286545.140364 = -288957756.470916
  nChanged 1
Iteration 341Q (189196.940000 sec): 81 clusters
  Score: Raw -289244301.717017 + Penalty 286545.140364 = -288957756.576654
  nChanged 0
Iteration 342F (189601.180000 sec): 81 clusters
  Score: Raw -289244301.717017 + Penalty 286545.140364 = -288957756.576654
  nChanged 0
Compute initial score before splitting:   Score: Raw -289244301.717017 + Penalty 286545.140364 = -288957756.576654
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (14981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189601.410000 sec): 2 clusters
  Score: Raw -2244640.365113 + Penalty 2384.405427 = -2242255.959687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189601.700000 sec): 3 clusters
  Score: Raw -2236155.605221 + Penalty 4768.810853 = -2231386.794367
  nChanged 6453
		SP:Iteration 1F (189602.020000 sec): 3 clusters
  Score: Raw -2239754.363630 + Penalty 4768.810853 = -2234985.552776
  nChanged 957
		SP:Iteration 2F (189602.270000 sec): 3 clusters
  Score: Raw -2240234.039265 + Penalty 4768.810853 = -2235465.228412
  nChanged 910
		SP:Iteration 3F (189602.540000 sec): 3 clusters
  Score: Raw -2240746.960895 + Penalty 4768.810853 = -2235978.150041
  nChanged 858
		SP:Iteration 4F (189602.820000 sec): 3 clusters
  Score: Raw -2241218.820584 + Penalty 4768.810853 = -2236450.009730
  nChanged 816
		SP:Iteration 5F (189603.050000 sec): 3 clusters
  Score: Raw -2241674.748449 + Penalty 4768.810853 = -2236905.937596
  nChanged 774
		SP:Iteration 6F (189603.300000 sec): 3 clusters
  Score: Raw -2242109.967774 + Penalty 4768.810853 = -2237341.156921
  nChanged 725
		SP:Iteration 7Q (189603.560000 sec): 3 clusters
  Score: Raw -2242535.801805 + Penalty 4768.810853 = -2237766.990952
  nChanged 705
		SP:Iteration 8Q (189603.840000 sec): 3 clusters
  Score: Raw -2242945.903256 + Penalty 4768.810853 = -2238177.092403
  nChanged 630
		SP:Iteration 9Q (189604.140000 sec): 3 clusters
  Score: Raw -2243324.456915 + Penalty 4768.810853 = -2238555.646061
  nChanged 551
		SP:Iteration 10Q (189604.440000 sec): 3 clusters
  Score: Raw -2243652.122348 + Penalty 4768.810853 = -2238883.311495
  nChanged 486
		SP:Iteration 11Q (189604.700000 sec): 3 clusters
  Score: Raw -2243959.479943 + Penalty 4768.810853 = -2239190.669090
  nChanged 410
		SP:Iteration 12Q (189605.000000 sec): 3 clusters
  Score: Raw -2244196.473736 + Penalty 4768.810853 = -2239427.662882
  nChanged 318
		SP:Iteration 13Q (189605.310000 sec): 3 clusters
  Score: Raw -2244385.341025 + Penalty 4768.810853 = -2239616.530172
  nChanged 291
		SP:Iteration 14Q (189605.580000 sec): 3 clusters
  Score: Raw -2244580.413694 + Penalty 4768.810853 = -2239811.602841
  nChanged 261
		SP:Iteration 15Q (189605.890000 sec): 3 clusters
  Score: Raw -2244733.549250 + Penalty 4768.810853 = -2239964.738397
  nChanged 207
		SP:Iteration 16Q (189606.140000 sec): 3 clusters
  Score: Raw -2244846.174239 + Penalty 4768.810853 = -2240077.363385
  nChanged 171
		SP:Iteration 17Q (189606.390000 sec): 3 clusters
  Score: Raw -2244944.688818 + Penalty 4768.810853 = -2240175.877965
  nChanged 140
		SP:Iteration 18Q (189606.670000 sec): 3 clusters
  Score: Raw -2245029.705188 + Penalty 4768.810853 = -2240260.894334
  nChanged 124
		SP:Iteration 19Q (189606.960000 sec): 3 clusters
  Score: Raw -2245105.020893 + Penalty 4768.810853 = -2240336.210040
  nChanged 117
		SP:Iteration 20F (189607.200000 sec): 3 clusters
  Score: Raw -2245176.210749 + Penalty 4768.810853 = -2240407.399896
  nChanged 94
		SP:Iteration 21Q (189607.460000 sec): 3 clusters
  Score: Raw -2245229.116734 + Penalty 4768.810853 = -2240460.305880
  nChanged 89
		SP:Iteration 22Q (189607.690000 sec): 3 clusters
  Score: Raw -2245266.882790 + Penalty 4768.810853 = -2240498.071937
  nChanged 70
		SP:Iteration 23Q (189607.960000 sec): 3 clusters
  Score: Raw -2245293.049706 + Penalty 4768.810853 = -2240524.238853
  nChanged 46
		SP:Iteration 24Q (189608.220000 sec): 3 clusters
  Score: Raw -2245311.373259 + Penalty 4768.810853 = -2240542.562406
  nChanged 26
		SP:Iteration 25Q (189608.440000 sec): 3 clusters
  Score: Raw -2245320.316836 + Penalty 4768.810853 = -2240551.505983
  nChanged 24
		SP:Iteration 26Q (189608.710000 sec): 3 clusters
  Score: Raw -2245328.287376 + Penalty 4768.810853 = -2240559.476523
  nChanged 25
		SP:Iteration 27Q (189608.990000 sec): 3 clusters
  Score: Raw -2245339.028445 + Penalty 4768.810853 = -2240570.217592
  nChanged 29
		SP:Iteration 28Q (189609.240000 sec): 3 clusters
  Score: Raw -2245352.612465 + Penalty 4768.810853 = -2240583.801612
  nChanged 35
		SP:Iteration 29Q (189609.510000 sec): 3 clusters
  Score: Raw -2245366.383676 + Penalty 4768.810853 = -2240597.572823
  nChanged 38
		SP:Iteration 30Q (189609.750000 sec): 3 clusters
  Score: Raw -2245380.199637 + Penalty 4768.810853 = -2240611.388783
  nChanged 25
		SP:Iteration 31Q (189610.020000 sec): 3 clusters
  Score: Raw -2245388.364083 + Penalty 4768.810853 = -2240619.553229
  nChanged 26
		SP:Iteration 32Q (189610.290000 sec): 3 clusters
  Score: Raw -2245395.951064 + Penalty 4768.810853 = -2240627.140211
  nChanged 17
		SP:Iteration 33Q (189610.560000 sec): 3 clusters
  Score: Raw -2245401.220029 + Penalty 4768.810853 = -2240632.409175
  nChanged 13
		SP:Iteration 34Q (189610.820000 sec): 3 clusters
  Score: Raw -2245404.418462 + Penalty 4768.810853 = -2240635.607609
  nChanged 8
		SP:Iteration 35Q (189611.040000 sec): 3 clusters
  Score: Raw -2245407.244589 + Penalty 4768.810853 = -2240638.433736
  nChanged 9
		SP:Iteration 36Q (189611.340000 sec): 3 clusters
  Score: Raw -2245410.300026 + Penalty 4768.810853 = -2240641.489173
  nChanged 7
		SP:Iteration 37Q (189611.580000 sec): 3 clusters
  Score: Raw -2245412.090502 + Penalty 4768.810853 = -2240643.279649
  nChanged 10
		SP:Iteration 38Q (189611.790000 sec): 3 clusters
  Score: Raw -2245414.343753 + Penalty 4768.810853 = -2240645.532900
  nChanged 8
		SP:Iteration 39Q (189612.020000 sec): 3 clusters
  Score: Raw -2245416.567765 + Penalty 4768.810853 = -2240647.756912
  nChanged 5
		SP:Iteration 40F (189612.310000 sec): 3 clusters
  Score: Raw -2245418.196488 + Penalty 4768.810853 = -2240649.385635
  nChanged 8
		SP:Iteration 41Q (189612.490000 sec): 3 clusters
  Score: Raw -2245419.943698 + Penalty 4768.810853 = -2240651.132845
  nChanged 8
		SP:Iteration 42Q (189612.790000 sec): 3 clusters
  Score: Raw -2245422.751861 + Penalty 4768.810853 = -2240653.941008
  nChanged 7
		SP:Iteration 43Q (189613.050000 sec): 3 clusters
  Score: Raw -2245426.053869 + Penalty 4768.810853 = -2240657.243016
  nChanged 10
		SP:Iteration 44Q (189613.270000 sec): 3 clusters
  Score: Raw -2245429.322530 + Penalty 4768.810853 = -2240660.511677
  nChanged 11
		SP:Iteration 45Q (189613.490000 sec): 3 clusters
  Score: Raw -2245433.361700 + Penalty 4768.810853 = -2240664.550847
  nChanged 10
		SP:Iteration 46Q (189613.700000 sec): 3 clusters
  Score: Raw -2245438.218939 + Penalty 4768.810853 = -2240669.408086
  nChanged 11
		SP:Iteration 47Q (189614.050000 sec): 3 clusters
  Score: Raw -2245442.445302 + Penalty 4768.810853 = -2240673.634449
  nChanged 7
		SP:Iteration 48Q (189614.350000 sec): 3 clusters
  Score: Raw -2245445.369435 + Penalty 4768.810853 = -2240676.558581
  nChanged 6
		SP:Iteration 49Q (189614.650000 sec): 3 clusters
  Score: Raw -2245448.306067 + Penalty 4768.810853 = -2240679.495214
  nChanged 5
		SP:Iteration 50Q (189614.940000 sec): 3 clusters
  Score: Raw -2245450.357272 + Penalty 4768.810853 = -2240681.546419
  nChanged 3
		SP:Iteration 51Q (189615.160000 sec): 3 clusters
  Score: Raw -2245451.616078 + Penalty 4768.810853 = -2240682.805225
  nChanged 3
		SP:Iteration 52Q (189615.400000 sec): 3 clusters
  Score: Raw -2245452.696168 + Penalty 4768.810853 = -2240683.885315
  nChanged 4
		SP:Iteration 53Q (189615.600000 sec): 3 clusters
  Score: Raw -2245453.862797 + Penalty 4768.810853 = -2240685.051943
  nChanged 9
		SP:Iteration 54Q (189615.810000 sec): 3 clusters
  Score: Raw -2245455.827759 + Penalty 4768.810853 = -2240687.016906
  nChanged 6
		SP:Iteration 55Q (189616.080000 sec): 3 clusters
  Score: Raw -2245458.379804 + Penalty 4768.810853 = -2240689.568950
  nChanged 6
		SP:Iteration 56Q (189616.340000 sec): 3 clusters
  Score: Raw -2245463.024741 + Penalty 4768.810853 = -2240694.213888
  nChanged 5
		SP:Iteration 57Q (189616.530000 sec): 3 clusters
  Score: Raw -2245464.587079 + Penalty 4768.810853 = -2240695.776226
  nChanged 5
		SP:Iteration 58Q (189616.820000 sec): 3 clusters
  Score: Raw -2245465.706008 + Penalty 4768.810853 = -2240696.895154
  nChanged 3
		SP:Iteration 59Q (189617.070000 sec): 3 clusters
  Score: Raw -2245466.680832 + Penalty 4768.810853 = -2240697.869978
  nChanged 3
		SP:Iteration 60F (189617.410000 sec): 3 clusters
  Score: Raw -2245467.564610 + Penalty 4768.810853 = -2240698.753757
  nChanged 2
		SP:Iteration 61Q (189617.700000 sec): 3 clusters
  Score: Raw -2245468.388688 + Penalty 4768.810853 = -2240699.577834
  nChanged 2
		SP:Iteration 62Q (189617.950000 sec): 3 clusters
  Score: Raw -2245468.768353 + Penalty 4768.810853 = -2240699.957500
  nChanged 2
		SP:Iteration 63Q (189618.280000 sec): 3 clusters
  Score: Raw -2245469.694302 + Penalty 4768.810853 = -2240700.883449
  nChanged 1
		SP:Iteration 64Q (189618.600000 sec): 3 clusters
  Score: Raw -2245470.152890 + Penalty 4768.810853 = -2240701.342037
  nChanged 0
		SP:Iteration 65F (189618.880000 sec): 3 clusters
  Score: Raw -2245470.152890 + Penalty 4768.810853 = -2240701.342037
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (13759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189618.980000 sec): 2 clusters
  Score: Raw -2212285.577270 + Penalty 2363.303212 = -2209922.274058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189619.280000 sec): 3 clusters
  Score: Raw -2204579.529947 + Penalty 4726.606423 = -2199852.923524
  nChanged 5903
		SP:Iteration 1F (189619.530000 sec): 3 clusters
  Score: Raw -2207755.186102 + Penalty 4726.606423 = -2203028.579678
  nChanged 777
		SP:Iteration 2F (189619.810000 sec): 3 clusters
  Score: Raw -2208085.690798 + Penalty 4726.606423 = -2203359.084374
  nChanged 684
		SP:Iteration 3Q (189620.090000 sec): 3 clusters
  Score: Raw -2208371.697828 + Penalty 4726.606423 = -2203645.091405
  nChanged 652
		SP:Iteration 4Q (189620.410000 sec): 3 clusters
  Score: Raw -2208656.432061 + Penalty 4726.606423 = -2203929.825637
  nChanged 623
		SP:Iteration 5Q (189620.660000 sec): 3 clusters
  Score: Raw -2208950.446169 + Penalty 4726.606423 = -2204223.839745
  nChanged 589
		SP:Iteration 6Q (189620.960000 sec): 3 clusters
  Score: Raw -2209243.820816 + Penalty 4726.606423 = -2204517.214392
  nChanged 631
		SP:Iteration 7Q (189621.280000 sec): 3 clusters
  Score: Raw -2209575.751366 + Penalty 4726.606423 = -2204849.144942
  nChanged 628
		SP:Iteration 8Q (189621.570000 sec): 3 clusters
  Score: Raw -2209915.850197 + Penalty 4726.606423 = -2205189.243773
  nChanged 562
		SP:Iteration 9Q (189621.880000 sec): 3 clusters
  Score: Raw -2210235.337275 + Penalty 4726.606423 = -2205508.730852
  nChanged 541
		SP:Iteration 10Q (189622.160000 sec): 3 clusters
  Score: Raw -2210569.843595 + Penalty 4726.606423 = -2205843.237172
  nChanged 509
		SP:Iteration 11Q (189622.470000 sec): 3 clusters
  Score: Raw -2210893.447134 + Penalty 4726.606423 = -2206166.840710
  nChanged 475
		SP:Iteration 12Q (189622.750000 sec): 3 clusters
  Score: Raw -2211242.604646 + Penalty 4726.606423 = -2206515.998222
  nChanged 447
		SP:Iteration 13Q (189623.100000 sec): 3 clusters
  Score: Raw -2211601.065819 + Penalty 4726.606423 = -2206874.459395
  nChanged 425
		SP:Iteration 14Q (189623.400000 sec): 3 clusters
  Score: Raw -2211970.964441 + Penalty 4726.606423 = -2207244.358018
  nChanged 425
		SP:Iteration 15Q (189623.670000 sec): 3 clusters
  Score: Raw -2212390.312700 + Penalty 4726.606423 = -2207663.706276
  nChanged 404
		SP:Iteration 16Q (189623.870000 sec): 3 clusters
  Score: Raw -2212756.004037 + Penalty 4726.606423 = -2208029.397613
  nChanged 288
		SP:Iteration 17Q (189624.240000 sec): 3 clusters
  Score: Raw -2212966.527053 + Penalty 4726.606423 = -2208239.920629
  nChanged 199
		SP:Iteration 18Q (189624.430000 sec): 3 clusters
  Score: Raw -2213074.650039 + Penalty 4726.606423 = -2208348.043616
  nChanged 139
		SP:Iteration 19Q (189624.680000 sec): 3 clusters
  Score: Raw -2213124.821321 + Penalty 4726.606423 = -2208398.214897
  nChanged 69
		SP:Iteration 20F (189624.930000 sec): 3 clusters
  Score: Raw -2213142.032523 + Penalty 4726.606423 = -2208415.426099
  nChanged 46
		SP:Iteration 21Q (189625.210000 sec): 3 clusters
  Score: Raw -2213155.354385 + Penalty 4726.606423 = -2208428.747962
  nChanged 38
		SP:Iteration 22Q (189625.460000 sec): 3 clusters
  Score: Raw -2213164.999485 + Penalty 4726.606423 = -2208438.393062
  nChanged 37
		SP:Iteration 23Q (189625.710000 sec): 3 clusters
  Score: Raw -2213174.698178 + Penalty 4726.606423 = -2208448.091755
  nChanged 38
		SP:Iteration 24Q (189625.950000 sec): 3 clusters
  Score: Raw -2213183.162897 + Penalty 4726.606423 = -2208456.556474
  nChanged 13
		SP:Iteration 25Q (189626.210000 sec): 3 clusters
  Score: Raw -2213185.508831 + Penalty 4726.606423 = -2208458.902408
  nChanged 14
		SP:Iteration 26Q (189626.460000 sec): 3 clusters
  Score: Raw -2213187.452938 + Penalty 4726.606423 = -2208460.846515
  nChanged 9
		SP:Iteration 27Q (189626.740000 sec): 3 clusters
  Score: Raw -2213188.799225 + Penalty 4726.606423 = -2208462.192801
  nChanged 5
		SP:Iteration 28Q (189627.020000 sec): 3 clusters
  Score: Raw -2213189.822234 + Penalty 4726.606423 = -2208463.215811
  nChanged 2
		SP:Iteration 29Q (189627.370000 sec): 3 clusters
  Score: Raw -2213190.008113 + Penalty 4726.606423 = -2208463.401689
  nChanged 1
		SP:Iteration 30Q (189627.630000 sec): 3 clusters
  Score: Raw -2213190.119427 + Penalty 4726.606423 = -2208463.513003
  nChanged 1
		SP:Iteration 31Q (189627.870000 sec): 3 clusters
  Score: Raw -2213190.199883 + Penalty 4726.606423 = -2208463.593459
  nChanged 0
		SP:Iteration 32F (189628.190000 sec): 3 clusters
  Score: Raw -2213190.199883 + Penalty 4726.606423 = -2208463.593459
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189628.300000 sec): 2 clusters
  Score: Raw -111565.480654 + Penalty 1647.013178 = -109918.467476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189628.430000 sec): 3 clusters
  Score: Raw -111555.266018 + Penalty 3294.026356 = -108261.239662
  nChanged 186
		SP:Iteration 1F (189628.610000 sec): 3 clusters
  Score: Raw -111853.960764 + Penalty 3294.026356 = -108559.934407
  nChanged 55
		SP:Iteration 2F (189628.770000 sec): 3 clusters
  Score: Raw -111949.055857 + Penalty 3294.026356 = -108655.029501
  nChanged 28
		SP:Iteration 3Q (189628.910000 sec): 3 clusters
  Score: Raw -111998.721245 + Penalty 3294.026356 = -108704.694888
  nChanged 20
		SP:Iteration 4Q (189629.110000 sec): 3 clusters
  Score: Raw -112038.255600 + Penalty 3294.026356 = -108744.229244
  nChanged 19
		SP:Iteration 5Q (189629.250000 sec): 3 clusters
  Score: Raw -112090.894455 + Penalty 3294.026356 = -108796.868099
  nChanged 22
		SP:Iteration 6Q (189629.380000 sec): 3 clusters
  Score: Raw -112144.815226 + Penalty 3294.026356 = -108850.788869
  nChanged 15
		SP:Iteration 7Q (189629.510000 sec): 3 clusters
  Score: Raw -112190.846370 + Penalty 3294.026356 = -108896.820014
  nChanged 14
		SP:Iteration 8Q (189629.640000 sec): 3 clusters
  Score: Raw -112225.919435 + Penalty 3294.026356 = -108931.893079
  nChanged 13
		SP:Iteration 9Q (189629.820000 sec): 3 clusters
  Score: Raw -112280.877819 + Penalty 3294.026356 = -108986.851463
  nChanged 18
		SP:Iteration 10Q (189630.000000 sec): 3 clusters
  Score: Raw -112314.149720 + Penalty 3294.026356 = -109020.123364
  nChanged 8
		SP:Iteration 11Q (189630.190000 sec): 3 clusters
  Score: Raw -112324.553856 + Penalty 3294.026356 = -109030.527500
  nChanged 2
		SP:Iteration 12Q (189630.350000 sec): 3 clusters
  Score: Raw -112326.458809 + Penalty 3294.026356 = -109032.432452
  nChanged 1
		SP:Iteration 13Q (189630.560000 sec): 3 clusters
  Score: Raw -112327.174603 + Penalty 3294.026356 = -109033.148247
  nChanged 1
		SP:Iteration 14Q (189630.760000 sec): 3 clusters
  Score: Raw -112328.251340 + Penalty 3294.026356 = -109034.224984
  nChanged 1
		SP:Iteration 15Q (189630.940000 sec): 3 clusters
  Score: Raw -112329.558456 + Penalty 3294.026356 = -109035.532100
  nChanged 1
		SP:Iteration 16Q (189631.110000 sec): 3 clusters
  Score: Raw -112330.951232 + Penalty 3294.026356 = -109036.924875
  nChanged 0
		SP:Iteration 17F (189631.290000 sec): 3 clusters
  Score: Raw -112330.951232 + Penalty 3294.026356 = -109036.924875
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (19561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189631.510000 sec): 2 clusters
  Score: Raw -2867325.252479 + Penalty 2450.560681 = -2864874.691799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189631.870000 sec): 3 clusters
  Score: Raw -2856003.102301 + Penalty 4901.121361 = -2851101.980940
  nChanged 8553
		SP:Iteration 1F (189632.190000 sec): 3 clusters
  Score: Raw -2860817.389121 + Penalty 4901.121361 = -2855916.267760
  nChanged 1310
		SP:Iteration 2F (189632.560000 sec): 3 clusters
  Score: Raw -2861567.715041 + Penalty 4901.121361 = -2856666.593680
  nChanged 1258
		SP:Iteration 3F (189632.910000 sec): 3 clusters
  Score: Raw -2862330.526274 + Penalty 4901.121361 = -2857429.404912
  nChanged 1207
		SP:Iteration 4F (189633.210000 sec): 3 clusters
  Score: Raw -2863036.983459 + Penalty 4901.121361 = -2858135.862098
  nChanged 1183
		SP:Iteration 5F (189633.500000 sec): 3 clusters
  Score: Raw -2863701.448292 + Penalty 4901.121361 = -2858800.326930
  nChanged 1026
		SP:Iteration 6F (189633.830000 sec): 3 clusters
  Score: Raw -2864261.401568 + Penalty 4901.121361 = -2859360.280207
  nChanged 911
		SP:Iteration 7Q (189634.150000 sec): 3 clusters
  Score: Raw -2864722.385054 + Penalty 4901.121361 = -2859821.263692
  nChanged 820
		SP:Iteration 8Q (189634.610000 sec): 3 clusters
  Score: Raw -2865141.549664 + Penalty 4901.121361 = -2860240.428302
  nChanged 736
		SP:Iteration 9Q (189634.940000 sec): 3 clusters
  Score: Raw -2865503.893083 + Penalty 4901.121361 = -2860602.771722
  nChanged 627
		SP:Iteration 10Q (189635.370000 sec): 3 clusters
  Score: Raw -2865798.096607 + Penalty 4901.121361 = -2860896.975246
  nChanged 599
		SP:Iteration 11Q (189635.780000 sec): 3 clusters
  Score: Raw -2866151.379228 + Penalty 4901.121361 = -2861250.257867
  nChanged 587
		SP:Iteration 12Q (189636.110000 sec): 3 clusters
  Score: Raw -2866484.616952 + Penalty 4901.121361 = -2861583.495591
  nChanged 488
		SP:Iteration 13Q (189636.540000 sec): 3 clusters
  Score: Raw -2866748.829911 + Penalty 4901.121361 = -2861847.708550
  nChanged 393
		SP:Iteration 14Q (189636.920000 sec): 3 clusters
  Score: Raw -2866934.180666 + Penalty 4901.121361 = -2862033.059304
  nChanged 350
		SP:Iteration 15Q (189637.240000 sec): 3 clusters
  Score: Raw -2867108.461949 + Penalty 4901.121361 = -2862207.340588
  nChanged 326
		SP:Iteration 16Q (189637.610000 sec): 3 clusters
  Score: Raw -2867266.195986 + Penalty 4901.121361 = -2862365.074625
  nChanged 272
		SP:Iteration 17Q (189637.920000 sec): 3 clusters
  Score: Raw -2867400.381970 + Penalty 4901.121361 = -2862499.260609
  nChanged 257
		SP:Iteration 18Q (189638.260000 sec): 3 clusters
  Score: Raw -2867528.714296 + Penalty 4901.121361 = -2862627.592935
  nChanged 231
		SP:Iteration 19Q (189638.690000 sec): 3 clusters
  Score: Raw -2867660.443081 + Penalty 4901.121361 = -2862759.321719
  nChanged 211
		SP:Iteration 20F (189639.000000 sec): 3 clusters
  Score: Raw -2867757.546388 + Penalty 4901.121361 = -2862856.425027
  nChanged 191
		SP:Iteration 21Q (189639.400000 sec): 3 clusters
  Score: Raw -2867841.424742 + Penalty 4901.121361 = -2862940.303380
  nChanged 178
		SP:Iteration 22Q (189639.760000 sec): 3 clusters
  Score: Raw -2867925.551598 + Penalty 4901.121361 = -2863024.430237
  nChanged 171
		SP:Iteration 23Q (189640.160000 sec): 3 clusters
  Score: Raw -2868009.524689 + Penalty 4901.121361 = -2863108.403328
  nChanged 174
		SP:Iteration 24Q (189640.520000 sec): 3 clusters
  Score: Raw -2868102.257953 + Penalty 4901.121361 = -2863201.136591
  nChanged 177
		SP:Iteration 25Q (189640.900000 sec): 3 clusters
  Score: Raw -2868188.098177 + Penalty 4901.121361 = -2863286.976816
  nChanged 166
		SP:Iteration 26Q (189641.310000 sec): 3 clusters
  Score: Raw -2868255.988223 + Penalty 4901.121361 = -2863354.866862
  nChanged 147
		SP:Iteration 27Q (189641.720000 sec): 3 clusters
  Score: Raw -2868312.419760 + Penalty 4901.121361 = -2863411.298399
  nChanged 137
		SP:Iteration 28Q (189642.070000 sec): 3 clusters
  Score: Raw -2868357.571656 + Penalty 4901.121361 = -2863456.450295
  nChanged 113
		SP:Iteration 29Q (189642.470000 sec): 3 clusters
  Score: Raw -2868392.281758 + Penalty 4901.121361 = -2863491.160397
  nChanged 97
		SP:Iteration 30Q (189642.850000 sec): 3 clusters
  Score: Raw -2868417.213039 + Penalty 4901.121361 = -2863516.091677
  nChanged 75
		SP:Iteration 31Q (189643.230000 sec): 3 clusters
  Score: Raw -2868434.745415 + Penalty 4901.121361 = -2863533.624054
  nChanged 58
		SP:Iteration 32Q (189643.550000 sec): 3 clusters
  Score: Raw -2868448.761805 + Penalty 4901.121361 = -2863547.640443
  nChanged 59
		SP:Iteration 33Q (189643.920000 sec): 3 clusters
  Score: Raw -2868464.488865 + Penalty 4901.121361 = -2863563.367504
  nChanged 61
		SP:Iteration 34Q (189644.270000 sec): 3 clusters
  Score: Raw -2868478.220238 + Penalty 4901.121361 = -2863577.098877
  nChanged 58
		SP:Iteration 35Q (189644.600000 sec): 3 clusters
  Score: Raw -2868491.840031 + Penalty 4901.121361 = -2863590.718669
  nChanged 51
		SP:Iteration 36Q (189644.930000 sec): 3 clusters
  Score: Raw -2868502.744099 + Penalty 4901.121361 = -2863601.622738
  nChanged 49
		SP:Iteration 37Q (189645.260000 sec): 3 clusters
  Score: Raw -2868514.121579 + Penalty 4901.121361 = -2863613.000218
  nChanged 50
		SP:Iteration 38Q (189645.550000 sec): 3 clusters
  Score: Raw -2868526.132587 + Penalty 4901.121361 = -2863625.011226
  nChanged 46
		SP:Iteration 39Q (189645.870000 sec): 3 clusters
  Score: Raw -2868537.032795 + Penalty 4901.121361 = -2863635.911434
  nChanged 44
		SP:Iteration 40F (189646.220000 sec): 3 clusters
  Score: Raw -2868548.010991 + Penalty 4901.121361 = -2863646.889630
  nChanged 39
		SP:Iteration 41Q (189646.460000 sec): 3 clusters
  Score: Raw -2868558.554572 + Penalty 4901.121361 = -2863657.433210
  nChanged 46
		SP:Iteration 42Q (189646.730000 sec): 3 clusters
  Score: Raw -2868569.740325 + Penalty 4901.121361 = -2863668.618964
  nChanged 41
		SP:Iteration 43Q (189647.070000 sec): 3 clusters
  Score: Raw -2868580.185297 + Penalty 4901.121361 = -2863679.063935
  nChanged 40
		SP:Iteration 44Q (189647.370000 sec): 3 clusters
  Score: Raw -2868589.970546 + Penalty 4901.121361 = -2863688.849185
  nChanged 37
		SP:Iteration 45Q (189647.690000 sec): 3 clusters
  Score: Raw -2868599.208413 + Penalty 4901.121361 = -2863698.087052
  nChanged 41
		SP:Iteration 46Q (189648.020000 sec): 3 clusters
  Score: Raw -2868610.798265 + Penalty 4901.121361 = -2863709.676904
  nChanged 54
		SP:Iteration 47Q (189648.390000 sec): 3 clusters
  Score: Raw -2868623.935294 + Penalty 4901.121361 = -2863722.813932
  nChanged 49
		SP:Iteration 48Q (189648.710000 sec): 3 clusters
  Score: Raw -2868637.335044 + Penalty 4901.121361 = -2863736.213683
  nChanged 47
		SP:Iteration 49Q (189649.040000 sec): 3 clusters
  Score: Raw -2868649.193409 + Penalty 4901.121361 = -2863748.072048
  nChanged 45
		SP:Iteration 50Q (189649.400000 sec): 3 clusters
  Score: Raw -2868659.340397 + Penalty 4901.121361 = -2863758.219036
  nChanged 43
		SP:Iteration 51Q (189649.650000 sec): 3 clusters
  Score: Raw -2868669.841824 + Penalty 4901.121361 = -2863768.720462
  nChanged 47
		SP:Iteration 52Q (189650.010000 sec): 3 clusters
  Score: Raw -2868680.751185 + Penalty 4901.121361 = -2863779.629824
  nChanged 42
		SP:Iteration 53Q (189650.290000 sec): 3 clusters
  Score: Raw -2868690.364006 + Penalty 4901.121361 = -2863789.242645
  nChanged 36
		SP:Iteration 54Q (189650.540000 sec): 3 clusters
  Score: Raw -2868699.519481 + Penalty 4901.121361 = -2863798.398120
  nChanged 45
		SP:Iteration 55Q (189650.820000 sec): 3 clusters
  Score: Raw -2868709.718404 + Penalty 4901.121361 = -2863808.597043
  nChanged 36
		SP:Iteration 56Q (189651.140000 sec): 3 clusters
  Score: Raw -2868718.018293 + Penalty 4901.121361 = -2863816.896932
  nChanged 34
		SP:Iteration 57Q (189651.440000 sec): 3 clusters
  Score: Raw -2868726.614340 + Penalty 4901.121361 = -2863825.492979
  nChanged 31
		SP:Iteration 58Q (189651.740000 sec): 3 clusters
  Score: Raw -2868734.125766 + Penalty 4901.121361 = -2863833.004405
  nChanged 38
		SP:Iteration 59Q (189651.980000 sec): 3 clusters
  Score: Raw -2868744.070321 + Penalty 4901.121361 = -2863842.948960
  nChanged 35
		SP:Iteration 60F (189652.340000 sec): 3 clusters
  Score: Raw -2868752.788297 + Penalty 4901.121361 = -2863851.666936
  nChanged 35
		SP:Iteration 61Q (189652.700000 sec): 3 clusters
  Score: Raw -2868763.253612 + Penalty 4901.121361 = -2863862.132251
  nChanged 37
		SP:Iteration 62Q (189652.990000 sec): 3 clusters
  Score: Raw -2868773.595008 + Penalty 4901.121361 = -2863872.473646
  nChanged 31
		SP:Iteration 63Q (189653.300000 sec): 3 clusters
  Score: Raw -2868782.656934 + Penalty 4901.121361 = -2863881.535573
  nChanged 27
		SP:Iteration 64Q (189653.620000 sec): 3 clusters
  Score: Raw -2868788.130368 + Penalty 4901.121361 = -2863887.009007
  nChanged 19
		SP:Iteration 65Q (189653.930000 sec): 3 clusters
  Score: Raw -2868793.157071 + Penalty 4901.121361 = -2863892.035710
  nChanged 22
		SP:Iteration 66Q (189654.300000 sec): 3 clusters
  Score: Raw -2868798.522393 + Penalty 4901.121361 = -2863897.401032
  nChanged 20
		SP:Iteration 67Q (189654.650000 sec): 3 clusters
  Score: Raw -2868802.929718 + Penalty 4901.121361 = -2863901.808357
  nChanged 17
		SP:Iteration 68Q (189655.030000 sec): 3 clusters
  Score: Raw -2868807.607406 + Penalty 4901.121361 = -2863906.486045
  nChanged 13
		SP:Iteration 69Q (189655.350000 sec): 3 clusters
  Score: Raw -2868810.687651 + Penalty 4901.121361 = -2863909.566290
  nChanged 15
		SP:Iteration 70Q (189655.640000 sec): 3 clusters
  Score: Raw -2868813.480951 + Penalty 4901.121361 = -2863912.359590
  nChanged 14
		SP:Iteration 71Q (189655.960000 sec): 3 clusters
  Score: Raw -2868815.847569 + Penalty 4901.121361 = -2863914.726208
  nChanged 8
		SP:Iteration 72Q (189656.280000 sec): 3 clusters
  Score: Raw -2868817.109944 + Penalty 4901.121361 = -2863915.988583
  nChanged 5
		SP:Iteration 73Q (189656.670000 sec): 3 clusters
  Score: Raw -2868817.842454 + Penalty 4901.121361 = -2863916.721092
  nChanged 4
		SP:Iteration 74Q (189656.960000 sec): 3 clusters
  Score: Raw -2868818.610942 + Penalty 4901.121361 = -2863917.489581
  nChanged 5
		SP:Iteration 75Q (189657.300000 sec): 3 clusters
  Score: Raw -2868819.665295 + Penalty 4901.121361 = -2863918.543934
  nChanged 5
		SP:Iteration 76Q (189657.640000 sec): 3 clusters
  Score: Raw -2868820.517229 + Penalty 4901.121361 = -2863919.395868
  nChanged 7
		SP:Iteration 77Q (189658.020000 sec): 3 clusters
  Score: Raw -2868821.922023 + Penalty 4901.121361 = -2863920.800662
  nChanged 3
		SP:Iteration 78Q (189658.350000 sec): 3 clusters
  Score: Raw -2868822.432043 + Penalty 4901.121361 = -2863921.310682
  nChanged 6
		SP:Iteration 79Q (189658.720000 sec): 3 clusters
  Score: Raw -2868823.523578 + Penalty 4901.121361 = -2863922.402217
  nChanged 6
		SP:Iteration 80F (189659.090000 sec): 3 clusters
  Score: Raw -2868824.505455 + Penalty 4901.121361 = -2863923.384093
  nChanged 4
		SP:Iteration 81Q (189659.440000 sec): 3 clusters
  Score: Raw -2868825.283034 + Penalty 4901.121361 = -2863924.161673
  nChanged 5
		SP:Iteration 82Q (189659.780000 sec): 3 clusters
  Score: Raw -2868826.258348 + Penalty 4901.121361 = -2863925.136987
  nChanged 8
		SP:Iteration 83Q (189660.050000 sec): 3 clusters
  Score: Raw -2868827.443492 + Penalty 4901.121361 = -2863926.322131
  nChanged 7
		SP:Iteration 84Q (189660.390000 sec): 3 clusters
  Score: Raw -2868828.776104 + Penalty 4901.121361 = -2863927.654743
  nChanged 7
		SP:Iteration 85Q (189660.670000 sec): 3 clusters
  Score: Raw -2868829.801860 + Penalty 4901.121361 = -2863928.680499
  nChanged 7
		SP:Iteration 86Q (189660.970000 sec): 3 clusters
  Score: Raw -2868831.165352 + Penalty 4901.121361 = -2863930.043991
  nChanged 5
		SP:Iteration 87Q (189661.270000 sec): 3 clusters
  Score: Raw -2868832.202042 + Penalty 4901.121361 = -2863931.080681
  nChanged 7
		SP:Iteration 88Q (189661.510000 sec): 3 clusters
  Score: Raw -2868833.234691 + Penalty 4901.121361 = -2863932.113329
  nChanged 5
		SP:Iteration 89Q (189661.870000 sec): 3 clusters
  Score: Raw -2868834.078786 + Penalty 4901.121361 = -2863932.957425
  nChanged 7
		SP:Iteration 90Q (189662.160000 sec): 3 clusters
  Score: Raw -2868835.391927 + Penalty 4901.121361 = -2863934.270566
  nChanged 8
		SP:Iteration 91Q (189662.450000 sec): 3 clusters
  Score: Raw -2868837.063941 + Penalty 4901.121361 = -2863935.942580
  nChanged 6
		SP:Iteration 92Q (189662.680000 sec): 3 clusters
  Score: Raw -2868838.142944 + Penalty 4901.121361 = -2863937.021583
  nChanged 6
		SP:Iteration 93Q (189662.980000 sec): 3 clusters
  Score: Raw -2868839.466839 + Penalty 4901.121361 = -2863938.345478
  nChanged 7
		SP:Iteration 94Q (189663.280000 sec): 3 clusters
  Score: Raw -2868840.516064 + Penalty 4901.121361 = -2863939.394703
  nChanged 5
		SP:Iteration 95Q (189663.620000 sec): 3 clusters
  Score: Raw -2868841.385183 + Penalty 4901.121361 = -2863940.263822
  nChanged 5
		SP:Iteration 96Q (189663.910000 sec): 3 clusters
  Score: Raw -2868842.773248 + Penalty 4901.121361 = -2863941.651887
  nChanged 7
		SP:Iteration 97Q (189664.220000 sec): 3 clusters
  Score: Raw -2868844.037687 + Penalty 4901.121361 = -2863942.916326
  nChanged 5
		SP:Iteration 98Q (189664.620000 sec): 3 clusters
  Score: Raw -2868845.092216 + Penalty 4901.121361 = -2863943.970855
  nChanged 3
		SP:Iteration 99Q (189664.870000 sec): 3 clusters
  Score: Raw -2868845.450023 + Penalty 4901.121361 = -2863944.328662
  nChanged 1
		SP:Iteration 100F (189665.210000 sec): 3 clusters
  Score: Raw -2868845.630027 + Penalty 4901.121361 = -2863944.508666
  nChanged 3
		SP:Iteration 101Q (189665.520000 sec): 3 clusters
  Score: Raw -2868846.003716 + Penalty 4901.121361 = -2863944.882355
  nChanged 3
		SP:Iteration 102Q (189665.830000 sec): 3 clusters
  Score: Raw -2868846.440956 + Penalty 4901.121361 = -2863945.319595
  nChanged 3
		SP:Iteration 103Q (189666.120000 sec): 3 clusters
  Score: Raw -2868847.235173 + Penalty 4901.121361 = -2863946.113812
  nChanged 2
		SP:Iteration 104Q (189666.400000 sec): 3 clusters
  Score: Raw -2868847.618791 + Penalty 4901.121361 = -2863946.497429
  nChanged 2
		SP:Iteration 105Q (189666.750000 sec): 3 clusters
  Score: Raw -2868848.089658 + Penalty 4901.121361 = -2863946.968297
  nChanged 4
		SP:Iteration 106Q (189667.050000 sec): 3 clusters
  Score: Raw -2868848.942309 + Penalty 4901.121361 = -2863947.820948
  nChanged 3
		SP:Iteration 107Q (189667.340000 sec): 3 clusters
  Score: Raw -2868850.147057 + Penalty 4901.121361 = -2863949.025695
  nChanged 6
		SP:Iteration 108Q (189667.660000 sec): 3 clusters
  Score: Raw -2868851.551837 + Penalty 4901.121361 = -2863950.430475
  nChanged 7
		SP:Iteration 109Q (189668.040000 sec): 3 clusters
  Score: Raw -2868853.218826 + Penalty 4901.121361 = -2863952.097465
  nChanged 4
		SP:Iteration 110Q (189668.360000 sec): 3 clusters
  Score: Raw -2868854.726991 + Penalty 4901.121361 = -2863953.605630
  nChanged 6
		SP:Iteration 111Q (189668.650000 sec): 3 clusters
  Score: Raw -2868857.447659 + Penalty 4901.121361 = -2863956.326297
  nChanged 5
		SP:Iteration 112Q (189668.990000 sec): 3 clusters
  Score: Raw -2868859.062383 + Penalty 4901.121361 = -2863957.941022
  nChanged 6
		SP:Iteration 113Q (189669.300000 sec): 3 clusters
  Score: Raw -2868861.370684 + Penalty 4901.121361 = -2863960.249323
  nChanged 7
		SP:Iteration 114Q (189669.650000 sec): 3 clusters
  Score: Raw -2868863.268682 + Penalty 4901.121361 = -2863962.147321
  nChanged 7
		SP:Iteration 115Q (189669.920000 sec): 3 clusters
  Score: Raw -2868865.003716 + Penalty 4901.121361 = -2863963.882355
  nChanged 8
		SP:Iteration 116Q (189670.260000 sec): 3 clusters
  Score: Raw -2868867.386028 + Penalty 4901.121361 = -2863966.264666
  nChanged 9
		SP:Iteration 117Q (189670.530000 sec): 3 clusters
  Score: Raw -2868869.641224 + Penalty 4901.121361 = -2863968.519863
  nChanged 8
		SP:Iteration 118Q (189670.890000 sec): 3 clusters
  Score: Raw -2868872.914979 + Penalty 4901.121361 = -2863971.793618
  nChanged 14
		SP:Iteration 119Q (189671.180000 sec): 3 clusters
  Score: Raw -2868878.006134 + Penalty 4901.121361 = -2863976.884773
  nChanged 19
		SP:Iteration 120F (189671.530000 sec): 3 clusters
  Score: Raw -2868883.152496 + Penalty 4901.121361 = -2863982.031135
  nChanged 16
		SP:Iteration 121Q (189671.850000 sec): 3 clusters
  Score: Raw -2868887.410370 + Penalty 4901.121361 = -2863986.289009
  nChanged 15
		SP:Iteration 122Q (189672.180000 sec): 3 clusters
  Score: Raw -2868890.633346 + Penalty 4901.121361 = -2863989.511985
  nChanged 12
		SP:Iteration 123Q (189672.480000 sec): 3 clusters
  Score: Raw -2868893.276007 + Penalty 4901.121361 = -2863992.154646
  nChanged 7
		SP:Iteration 124Q (189672.840000 sec): 3 clusters
  Score: Raw -2868894.541688 + Penalty 4901.121361 = -2863993.420327
  nChanged 5
		SP:Iteration 125Q (189673.190000 sec): 3 clusters
  Score: Raw -2868895.497195 + Penalty 4901.121361 = -2863994.375834
  nChanged 4
		SP:Iteration 126Q (189673.500000 sec): 3 clusters
  Score: Raw -2868896.215210 + Penalty 4901.121361 = -2863995.093849
  nChanged 2
		SP:Iteration 127Q (189673.800000 sec): 3 clusters
  Score: Raw -2868896.647712 + Penalty 4901.121361 = -2863995.526351
  nChanged 1
		SP:Iteration 128Q (189674.180000 sec): 3 clusters
  Score: Raw -2868896.826274 + Penalty 4901.121361 = -2863995.704912
  nChanged 3
		SP:Iteration 129Q (189674.440000 sec): 3 clusters
  Score: Raw -2868897.244112 + Penalty 4901.121361 = -2863996.122750
  nChanged 4
		SP:Iteration 130Q (189674.760000 sec): 3 clusters
  Score: Raw -2868897.869175 + Penalty 4901.121361 = -2863996.747814
  nChanged 2
		SP:Iteration 131Q (189675.020000 sec): 3 clusters
  Score: Raw -2868898.222143 + Penalty 4901.121361 = -2863997.100782
  nChanged 4
		SP:Iteration 132Q (189675.350000 sec): 3 clusters
  Score: Raw -2868899.369708 + Penalty 4901.121361 = -2863998.248346
  nChanged 8
		SP:Iteration 133Q (189675.640000 sec): 3 clusters
  Score: Raw -2868901.177170 + Penalty 4901.121361 = -2864000.055809
  nChanged 8
		SP:Iteration 134Q (189675.940000 sec): 3 clusters
  Score: Raw -2868902.807899 + Penalty 4901.121361 = -2864001.686538
  nChanged 7
		SP:Iteration 135Q (189676.310000 sec): 3 clusters
  Score: Raw -2868905.066866 + Penalty 4901.121361 = -2864003.945505
  nChanged 6
		SP:Iteration 136Q (189676.590000 sec): 3 clusters
  Score: Raw -2868906.544061 + Penalty 4901.121361 = -2864005.422700
  nChanged 5
		SP:Iteration 137Q (189676.880000 sec): 3 clusters
  Score: Raw -2868907.388247 + Penalty 4901.121361 = -2864006.266886
  nChanged 6
		SP:Iteration 138Q (189677.160000 sec): 3 clusters
  Score: Raw -2868908.508277 + Penalty 4901.121361 = -2864007.386915
  nChanged 0
		SP:Iteration 139F (189677.500000 sec): 3 clusters
  Score: Raw -2868908.508277 + Penalty 4901.121361 = -2864007.386915
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (271967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189679.300000 sec): 2 clusters
  Score: Raw -43492597.089505 + Penalty 3103.332132 = -43489493.757373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189681.490000 sec): 3 clusters
  Score: Raw -43313148.560601 + Penalty 6206.664263 = -43306941.896338
  nChanged 131446
		SP:Iteration 1F (189683.660000 sec): 3 clusters
  Score: Raw -43390571.171830 + Penalty 6206.664263 = -43384364.507567
  nChanged 8084
		SP:Iteration 2Q (189685.820000 sec): 3 clusters
  Score: Raw -43392666.945906 + Penalty 6206.664263 = -43386460.281643
  nChanged 10939
		SP:Iteration 3Q (189688.120000 sec): 3 clusters
  Score: Raw -43396724.962701 + Penalty 6206.664263 = -43390518.298438
  nChanged 15484
		SP:Iteration 4F (189690.280000 sec): 3 clusters
  Score: Raw -43404927.164823 + Penalty 6206.664263 = -43398720.500560
  nChanged 21736
		SP:Iteration 5F (189692.370000 sec): 3 clusters
  Score: Raw -43420806.150595 + Penalty 6206.664263 = -43414599.486332
  nChanged 26556
		SP:Iteration 6F (189694.460000 sec): 3 clusters
  Score: Raw -43445505.969220 + Penalty 6206.664263 = -43439299.304956
  nChanged 24465
		SP:Iteration 7F (189696.550000 sec): 3 clusters
  Score: Raw -43470912.827926 + Penalty 6206.664263 = -43464706.163663
  nChanged 14575
		SP:Iteration 8F (189698.440000 sec): 3 clusters
  Score: Raw -43485939.674414 + Penalty 6206.664263 = -43479733.010151
  nChanged 5350
		SP:Iteration 9Q (189700.280000 sec): 3 clusters
  Score: Raw -43491128.991621 + Penalty 6206.664263 = -43484922.327358
  nChanged 1286
		SP:Iteration 10Q (189702.060000 sec): 3 clusters
  Score: Raw -43492392.663073 + Penalty 6206.664263 = -43486185.998809
  nChanged 250
		SP:Iteration 11Q (189703.610000 sec): 3 clusters
  Score: Raw -43492706.709700 + Penalty 6206.664263 = -43486500.045437
  nChanged 77
		SP:Iteration 12Q (189705.270000 sec): 3 clusters
  Score: Raw -43492811.558055 + Penalty 6206.664263 = -43486604.893792
  nChanged 27
		SP:Iteration 13Q (189707.030000 sec): 3 clusters
  Score: Raw -43492855.029968 + Penalty 6206.664263 = -43486648.365705
  nChanged 11
		SP:Iteration 14Q (189708.730000 sec): 3 clusters
  Score: Raw -43492873.686508 + Penalty 6206.664263 = -43486667.022245
  nChanged 10
		SP:Iteration 15Q (189710.550000 sec): 3 clusters
  Score: Raw -43492889.602151 + Penalty 6206.664263 = -43486682.937888
  nChanged 8
		SP:Iteration 16Q (189712.390000 sec): 3 clusters
  Score: Raw -43492902.167453 + Penalty 6206.664263 = -43486695.503190
  nChanged 7
		SP:Iteration 17Q (189714.100000 sec): 3 clusters
  Score: Raw -43492909.912256 + Penalty 6206.664263 = -43486703.247992
  nChanged 4
		SP:Iteration 18Q (189715.790000 sec): 3 clusters
  Score: Raw -43492914.948509 + Penalty 6206.664263 = -43486708.284246
  nChanged 6
		SP:Iteration 19Q (189717.550000 sec): 3 clusters
  Score: Raw -43492927.173355 + Penalty 6206.664263 = -43486720.509092
  nChanged 7
		SP:Iteration 20F (189719.630000 sec): 3 clusters
  Score: Raw -43492938.826638 + Penalty 6206.664263 = -43486732.162374
  nChanged 6
		SP:Iteration 21Q (189721.650000 sec): 3 clusters
  Score: Raw -43492946.524818 + Penalty 6206.664263 = -43486739.860555
  nChanged 3
		SP:Iteration 22Q (189723.490000 sec): 3 clusters
  Score: Raw -43492952.372038 + Penalty 6206.664263 = -43486745.707775
  nChanged 4
		SP:Iteration 23Q (189725.770000 sec): 3 clusters
  Score: Raw -43492957.164585 + Penalty 6206.664263 = -43486750.500322
  nChanged 3
		SP:Iteration 24Q (189727.980000 sec): 3 clusters
  Score: Raw -43492963.048618 + Penalty 6206.664263 = -43486756.384355
  nChanged 4
		SP:Iteration 25Q (189730.180000 sec): 3 clusters
  Score: Raw -43492968.492173 + Penalty 6206.664263 = -43486761.827910
  nChanged 0
		SP:Iteration 26F (189732.570000 sec): 3 clusters
  Score: Raw -43492968.492173 + Penalty 6206.664263 = -43486761.827910
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (8029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189732.730000 sec): 2 clusters
  Score: Raw -1278432.408248 + Penalty 2229.722186 = -1276202.686062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189732.930000 sec): 3 clusters
  Score: Raw -1274235.326398 + Penalty 4459.444372 = -1269775.882026
  nChanged 3309
		SP:Iteration 1F (189733.170000 sec): 3 clusters
  Score: Raw -1276116.956340 + Penalty 4459.444372 = -1271657.511968
  nChanged 589
		SP:Iteration 2F (189733.380000 sec): 3 clusters
  Score: Raw -1276435.472397 + Penalty 4459.444372 = -1271976.028025
  nChanged 473
		SP:Iteration 3F (189733.620000 sec): 3 clusters
  Score: Raw -1276721.774425 + Penalty 4459.444372 = -1272262.330053
  nChanged 445
		SP:Iteration 4F (189733.820000 sec): 3 clusters
  Score: Raw -1277003.555667 + Penalty 4459.444372 = -1272544.111295
  nChanged 390
		SP:Iteration 5Q (189734.020000 sec): 3 clusters
  Score: Raw -1277247.160248 + Penalty 4459.444372 = -1272787.715876
  nChanged 349
		SP:Iteration 6Q (189734.220000 sec): 3 clusters
  Score: Raw -1277460.223942 + Penalty 4459.444372 = -1273000.779570
  nChanged 311
		SP:Iteration 7Q (189734.420000 sec): 3 clusters
  Score: Raw -1277639.081356 + Penalty 4459.444372 = -1273179.636984
  nChanged 258
		SP:Iteration 8Q (189734.630000 sec): 3 clusters
  Score: Raw -1277773.608176 + Penalty 4459.444372 = -1273314.163804
  nChanged 211
		SP:Iteration 9Q (189734.830000 sec): 3 clusters
  Score: Raw -1277874.393040 + Penalty 4459.444372 = -1273414.948668
  nChanged 170
		SP:Iteration 10Q (189735.030000 sec): 3 clusters
  Score: Raw -1277955.452654 + Penalty 4459.444372 = -1273496.008282
  nChanged 156
		SP:Iteration 11Q (189735.230000 sec): 3 clusters
  Score: Raw -1278026.660727 + Penalty 4459.444372 = -1273567.216355
  nChanged 126
		SP:Iteration 12Q (189735.440000 sec): 3 clusters
  Score: Raw -1278085.064610 + Penalty 4459.444372 = -1273625.620238
  nChanged 127
		SP:Iteration 13Q (189735.640000 sec): 3 clusters
  Score: Raw -1278143.873651 + Penalty 4459.444372 = -1273684.429279
  nChanged 107
		SP:Iteration 14Q (189735.850000 sec): 3 clusters
  Score: Raw -1278188.929725 + Penalty 4459.444372 = -1273729.485353
  nChanged 90
		SP:Iteration 15Q (189736.050000 sec): 3 clusters
  Score: Raw -1278224.121476 + Penalty 4459.444372 = -1273764.677104
  nChanged 83
		SP:Iteration 16Q (189736.250000 sec): 3 clusters
  Score: Raw -1278252.091856 + Penalty 4459.444372 = -1273792.647484
  nChanged 56
		SP:Iteration 17Q (189736.460000 sec): 3 clusters
  Score: Raw -1278275.966850 + Penalty 4459.444372 = -1273816.522478
  nChanged 71
		SP:Iteration 18Q (189736.700000 sec): 3 clusters
  Score: Raw -1278304.430255 + Penalty 4459.444372 = -1273844.985883
  nChanged 60
		SP:Iteration 19Q (189736.920000 sec): 3 clusters
  Score: Raw -1278329.091708 + Penalty 4459.444372 = -1273869.647336
  nChanged 62
		SP:Iteration 20F (189737.140000 sec): 3 clusters
  Score: Raw -1278360.446222 + Penalty 4459.444372 = -1273901.001850
  nChanged 71
		SP:Iteration 21Q (189737.350000 sec): 3 clusters
  Score: Raw -1278400.844278 + Penalty 4459.444372 = -1273941.399906
  nChanged 72
		SP:Iteration 22Q (189737.570000 sec): 3 clusters
  Score: Raw -1278437.726381 + Penalty 4459.444372 = -1273978.282009
  nChanged 62
		SP:Iteration 23Q (189737.790000 sec): 3 clusters
  Score: Raw -1278467.069923 + Penalty 4459.444372 = -1274007.625551
  nChanged 59
		SP:Iteration 24Q (189738.010000 sec): 3 clusters
  Score: Raw -1278497.348016 + Penalty 4459.444372 = -1274037.903644
  nChanged 65
		SP:Iteration 25Q (189738.300000 sec): 3 clusters
  Score: Raw -1278531.961635 + Penalty 4459.444372 = -1274072.517263
  nChanged 54
		SP:Iteration 26Q (189738.570000 sec): 3 clusters
  Score: Raw -1278557.554393 + Penalty 4459.444372 = -1274098.110021
  nChanged 36
		SP:Iteration 27Q (189738.890000 sec): 3 clusters
  Score: Raw -1278580.177660 + Penalty 4459.444372 = -1274120.733288
  nChanged 34
		SP:Iteration 28Q (189739.230000 sec): 3 clusters
  Score: Raw -1278598.830771 + Penalty 4459.444372 = -1274139.386399
  nChanged 24
		SP:Iteration 29Q (189739.500000 sec): 3 clusters
  Score: Raw -1278611.125184 + Penalty 4459.444372 = -1274151.680812
  nChanged 21
		SP:Iteration 30Q (189739.740000 sec): 3 clusters
  Score: Raw -1278621.200806 + Penalty 4459.444372 = -1274161.756434
  nChanged 21
		SP:Iteration 31Q (189740.020000 sec): 3 clusters
  Score: Raw -1278631.417380 + Penalty 4459.444372 = -1274171.973008
  nChanged 23
		SP:Iteration 32Q (189740.270000 sec): 3 clusters
  Score: Raw -1278644.475021 + Penalty 4459.444372 = -1274185.030649
  nChanged 17
		SP:Iteration 33Q (189740.450000 sec): 3 clusters
  Score: Raw -1278652.431854 + Penalty 4459.444372 = -1274192.987482
  nChanged 7
		SP:Iteration 34Q (189740.650000 sec): 3 clusters
  Score: Raw -1278654.798493 + Penalty 4459.444372 = -1274195.354121
  nChanged 4
		SP:Iteration 35Q (189740.860000 sec): 3 clusters
  Score: Raw -1278656.784021 + Penalty 4459.444372 = -1274197.339649
  nChanged 3
		SP:Iteration 36Q (189741.120000 sec): 3 clusters
  Score: Raw -1278657.810223 + Penalty 4459.444372 = -1274198.365851
  nChanged 5
		SP:Iteration 37Q (189741.300000 sec): 3 clusters
  Score: Raw -1278660.873326 + Penalty 4459.444372 = -1274201.428954
  nChanged 8
		SP:Iteration 38Q (189741.480000 sec): 3 clusters
  Score: Raw -1278665.272602 + Penalty 4459.444372 = -1274205.828230
  nChanged 4
		SP:Iteration 39Q (189741.690000 sec): 3 clusters
  Score: Raw -1278667.540844 + Penalty 4459.444372 = -1274208.096472
  nChanged 4
		SP:Iteration 40F (189741.880000 sec): 3 clusters
  Score: Raw -1278669.508427 + Penalty 4459.444372 = -1274210.064055
  nChanged 2
		SP:Iteration 41Q (189742.050000 sec): 3 clusters
  Score: Raw -1278670.166387 + Penalty 4459.444372 = -1274210.722014
  nChanged 1
		SP:Iteration 42Q (189742.250000 sec): 3 clusters
  Score: Raw -1278670.746744 + Penalty 4459.444372 = -1274211.302372
  nChanged 2
		SP:Iteration 43Q (189742.430000 sec): 3 clusters
  Score: Raw -1278671.515214 + Penalty 4459.444372 = -1274212.070842
  nChanged 1
		SP:Iteration 44Q (189742.650000 sec): 3 clusters
  Score: Raw -1278672.090469 + Penalty 4459.444372 = -1274212.646097
  nChanged 2
		SP:Iteration 45Q (189742.840000 sec): 3 clusters
  Score: Raw -1278672.713750 + Penalty 4459.444372 = -1274213.269378
  nChanged 1
		SP:Iteration 46Q (189743.030000 sec): 3 clusters
  Score: Raw -1278673.071931 + Penalty 4459.444372 = -1274213.627559
  nChanged 1
		SP:Iteration 47Q (189743.250000 sec): 3 clusters
  Score: Raw -1278673.414904 + Penalty 4459.444372 = -1274213.970532
  nChanged 1
		SP:Iteration 48Q (189743.450000 sec): 3 clusters
  Score: Raw -1278673.693344 + Penalty 4459.444372 = -1274214.248972
  nChanged 0
		SP:Iteration 49F (189743.680000 sec): 3 clusters
  Score: Raw -1278673.693344 + Penalty 4459.444372 = -1274214.248972
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (90633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189744.370000 sec): 2 clusters
  Score: Raw -14620104.058491 + Penalty 2830.814269 = -14617273.244223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189745.260000 sec): 3 clusters
  Score: Raw -14562308.497014 + Penalty 5661.628537 = -14556646.868477
  nChanged 42818
		SP:Iteration 1F (189746.130000 sec): 3 clusters
  Score: Raw -14586930.959908 + Penalty 5661.628537 = -14581269.331371
  nChanged 3522
		SP:Iteration 2Q (189747.040000 sec): 3 clusters
  Score: Raw -14587998.149571 + Penalty 5661.628537 = -14582336.521033
  nChanged 3836
		SP:Iteration 3Q (189747.880000 sec): 3 clusters
  Score: Raw -14589435.066093 + Penalty 5661.628537 = -14583773.437556
  nChanged 4624
		SP:Iteration 4F (189748.760000 sec): 3 clusters
  Score: Raw -14591592.383267 + Penalty 5661.628537 = -14585930.754730
  nChanged 5540
		SP:Iteration 5F (189749.540000 sec): 3 clusters
  Score: Raw -14594818.754582 + Penalty 5661.628537 = -14589157.126045
  nChanged 6398
		SP:Iteration 6F (189750.350000 sec): 3 clusters
  Score: Raw -14598982.929518 + Penalty 5661.628537 = -14593321.300981
  nChanged 6327
		SP:Iteration 7F (189751.160000 sec): 3 clusters
  Score: Raw -14603172.051158 + Penalty 5661.628537 = -14597510.422621
  nChanged 5490
		SP:Iteration 8F (189751.930000 sec): 3 clusters
  Score: Raw -14606672.662350 + Penalty 5661.628537 = -14601011.033813
  nChanged 4507
		SP:Iteration 9Q (189752.780000 sec): 3 clusters
  Score: Raw -14609625.755132 + Penalty 5661.628537 = -14603964.126594
  nChanged 3763
		SP:Iteration 10Q (189753.680000 sec): 3 clusters
  Score: Raw -14612225.715812 + Penalty 5661.628537 = -14606564.087274
  nChanged 3125
		SP:Iteration 11Q (189754.640000 sec): 3 clusters
  Score: Raw -14614486.429448 + Penalty 5661.628537 = -14608824.800911
  nChanged 2472
		SP:Iteration 12Q (189755.590000 sec): 3 clusters
  Score: Raw -14616386.337952 + Penalty 5661.628537 = -14610724.709415
  nChanged 1840
		SP:Iteration 13Q (189756.440000 sec): 3 clusters
  Score: Raw -14617773.155458 + Penalty 5661.628537 = -14612111.526920
  nChanged 1280
		SP:Iteration 14Q (189757.210000 sec): 3 clusters
  Score: Raw -14618727.820090 + Penalty 5661.628537 = -14613066.191552
  nChanged 817
		SP:Iteration 15Q (189758.030000 sec): 3 clusters
  Score: Raw -14619357.596486 + Penalty 5661.628537 = -14613695.967949
  nChanged 547
		SP:Iteration 16Q (189758.850000 sec): 3 clusters
  Score: Raw -14619793.371332 + Penalty 5661.628537 = -14614131.742795
  nChanged 369
		SP:Iteration 17Q (189759.640000 sec): 3 clusters
  Score: Raw -14620097.738981 + Penalty 5661.628537 = -14614436.110444
  nChanged 266
		SP:Iteration 18Q (189760.430000 sec): 3 clusters
  Score: Raw -14620324.931474 + Penalty 5661.628537 = -14614663.302936
  nChanged 232
		SP:Iteration 19Q (189761.210000 sec): 3 clusters
  Score: Raw -14620497.141752 + Penalty 5661.628537 = -14614835.513215
  nChanged 173
		SP:Iteration 20F (189762.000000 sec): 3 clusters
  Score: Raw -14620618.716934 + Penalty 5661.628537 = -14614957.088397
  nChanged 132
		SP:Iteration 21Q (189762.770000 sec): 3 clusters
  Score: Raw -14620685.549733 + Penalty 5661.628537 = -14615023.921196
  nChanged 82
		SP:Iteration 22Q (189763.510000 sec): 3 clusters
  Score: Raw -14620718.938301 + Penalty 5661.628537 = -14615057.309763
  nChanged 67
		SP:Iteration 23Q (189764.270000 sec): 3 clusters
  Score: Raw -14620741.737634 + Penalty 5661.628537 = -14615080.109097
  nChanged 43
		SP:Iteration 24Q (189765.070000 sec): 3 clusters
  Score: Raw -14620756.837281 + Penalty 5661.628537 = -14615095.208744
  nChanged 31
		SP:Iteration 25Q (189765.900000 sec): 3 clusters
  Score: Raw -14620767.675786 + Penalty 5661.628537 = -14615106.047248
  nChanged 26
		SP:Iteration 26Q (189766.670000 sec): 3 clusters
  Score: Raw -14620775.165773 + Penalty 5661.628537 = -14615113.537236
  nChanged 18
		SP:Iteration 27Q (189767.450000 sec): 3 clusters
  Score: Raw -14620780.766015 + Penalty 5661.628537 = -14615119.137478
  nChanged 14
		SP:Iteration 28Q (189768.150000 sec): 3 clusters
  Score: Raw -14620785.210692 + Penalty 5661.628537 = -14615123.582154
  nChanged 13
		SP:Iteration 29Q (189768.990000 sec): 3 clusters
  Score: Raw -14620789.012269 + Penalty 5661.628537 = -14615127.383732
  nChanged 10
		SP:Iteration 30Q (189769.720000 sec): 3 clusters
  Score: Raw -14620791.591052 + Penalty 5661.628537 = -14615129.962514
  nChanged 4
		SP:Iteration 31Q (189770.400000 sec): 3 clusters
  Score: Raw -14620792.350769 + Penalty 5661.628537 = -14615130.722231
  nChanged 6
		SP:Iteration 32Q (189771.120000 sec): 3 clusters
  Score: Raw -14620793.733268 + Penalty 5661.628537 = -14615132.104730
  nChanged 2
		SP:Iteration 33Q (189771.890000 sec): 3 clusters
  Score: Raw -14620794.201965 + Penalty 5661.628537 = -14615132.573428
  nChanged 1
		SP:Iteration 34Q (189772.650000 sec): 3 clusters
  Score: Raw -14620794.470042 + Penalty 5661.628537 = -14615132.841504
  nChanged 2
		SP:Iteration 35Q (189773.440000 sec): 3 clusters
  Score: Raw -14620794.948137 + Penalty 5661.628537 = -14615133.319600
  nChanged 0
		SP:Iteration 36F (189774.240000 sec): 3 clusters
  Score: Raw -14620794.948137 + Penalty 5661.628537 = -14615133.319600
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (5108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189774.380000 sec): 2 clusters
  Score: Raw -771604.185088 + Penalty 2117.563678 = -769486.621410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189774.650000 sec): 3 clusters
  Score: Raw -769149.950879 + Penalty 4235.127356 = -764914.823523
  nChanged 1998
		SP:Iteration 1F (189774.900000 sec): 3 clusters
  Score: Raw -770531.620541 + Penalty 4235.127356 = -766296.493185
  nChanged 466
		SP:Iteration 2F (189775.160000 sec): 3 clusters
  Score: Raw -770964.076055 + Penalty 4235.127356 = -766728.948699
  nChanged 367
		SP:Iteration 3F (189775.340000 sec): 3 clusters
  Score: Raw -771272.725521 + Penalty 4235.127356 = -767037.598165
  nChanged 251
		SP:Iteration 4Q (189775.460000 sec): 3 clusters
  Score: Raw -771459.107319 + Penalty 4235.127356 = -767223.979963
  nChanged 232
		SP:Iteration 5Q (189775.660000 sec): 3 clusters
  Score: Raw -771617.687314 + Penalty 4235.127356 = -767382.559958
  nChanged 187
		SP:Iteration 6Q (189775.800000 sec): 3 clusters
  Score: Raw -771730.921799 + Penalty 4235.127356 = -767495.794443
  nChanged 138
		SP:Iteration 7Q (189776.010000 sec): 3 clusters
  Score: Raw -771803.873051 + Penalty 4235.127356 = -767568.745695
  nChanged 112
		SP:Iteration 8Q (189776.270000 sec): 3 clusters
  Score: Raw -771867.049488 + Penalty 4235.127356 = -767631.922132
  nChanged 106
		SP:Iteration 9Q (189776.450000 sec): 3 clusters
  Score: Raw -771919.903603 + Penalty 4235.127356 = -767684.776247
  nChanged 79
		SP:Iteration 10Q (189776.640000 sec): 3 clusters
  Score: Raw -771953.063472 + Penalty 4235.127356 = -767717.936117
  nChanged 59
		SP:Iteration 11Q (189776.810000 sec): 3 clusters
  Score: Raw -771975.668769 + Penalty 4235.127356 = -767740.541413
  nChanged 40
		SP:Iteration 12Q (189776.960000 sec): 3 clusters
  Score: Raw -771990.803816 + Penalty 4235.127356 = -767755.676461
  nChanged 37
		SP:Iteration 13Q (189777.170000 sec): 3 clusters
  Score: Raw -772006.341502 + Penalty 4235.127356 = -767771.214147
  nChanged 36
		SP:Iteration 14Q (189777.390000 sec): 3 clusters
  Score: Raw -772018.836354 + Penalty 4235.127356 = -767783.708998
  nChanged 33
		SP:Iteration 15Q (189777.570000 sec): 3 clusters
  Score: Raw -772030.731807 + Penalty 4235.127356 = -767795.604451
  nChanged 31
		SP:Iteration 16Q (189777.740000 sec): 3 clusters
  Score: Raw -772041.020441 + Penalty 4235.127356 = -767805.893085
  nChanged 29
		SP:Iteration 17Q (189777.930000 sec): 3 clusters
  Score: Raw -772050.245519 + Penalty 4235.127356 = -767815.118164
  nChanged 24
		SP:Iteration 18Q (189778.080000 sec): 3 clusters
  Score: Raw -772058.725756 + Penalty 4235.127356 = -767823.598400
  nChanged 21
		SP:Iteration 19Q (189778.250000 sec): 3 clusters
  Score: Raw -772068.318531 + Penalty 4235.127356 = -767833.191176
  nChanged 23
		SP:Iteration 20F (189778.440000 sec): 3 clusters
  Score: Raw -772077.325984 + Penalty 4235.127356 = -767842.198628
  nChanged 27
		SP:Iteration 21Q (189778.560000 sec): 3 clusters
  Score: Raw -772083.424609 + Penalty 4235.127356 = -767848.297254
  nChanged 24
		SP:Iteration 22Q (189778.790000 sec): 3 clusters
  Score: Raw -772091.275263 + Penalty 4235.127356 = -767856.147907
  nChanged 17
		SP:Iteration 23Q (189778.910000 sec): 3 clusters
  Score: Raw -772096.795858 + Penalty 4235.127356 = -767861.668503
  nChanged 21
		SP:Iteration 24Q (189779.100000 sec): 3 clusters
  Score: Raw -772103.586633 + Penalty 4235.127356 = -767868.459277
  nChanged 15
		SP:Iteration 25Q (189779.360000 sec): 3 clusters
  Score: Raw -772108.527479 + Penalty 4235.127356 = -767873.400123
  nChanged 11
		SP:Iteration 26Q (189779.470000 sec): 3 clusters
  Score: Raw -772111.088809 + Penalty 4235.127356 = -767875.961453
  nChanged 6
		SP:Iteration 27Q (189779.680000 sec): 3 clusters
  Score: Raw -772112.751851 + Penalty 4235.127356 = -767877.624495
  nChanged 7
		SP:Iteration 28Q (189779.830000 sec): 3 clusters
  Score: Raw -772115.577999 + Penalty 4235.127356 = -767880.450643
  nChanged 8
		SP:Iteration 29Q (189779.980000 sec): 3 clusters
  Score: Raw -772118.098925 + Penalty 4235.127356 = -767882.971569
  nChanged 12
		SP:Iteration 30Q (189780.200000 sec): 3 clusters
  Score: Raw -772120.944473 + Penalty 4235.127356 = -767885.817117
  nChanged 8
		SP:Iteration 31Q (189780.440000 sec): 3 clusters
  Score: Raw -772123.020598 + Penalty 4235.127356 = -767887.893242
  nChanged 5
		SP:Iteration 32Q (189780.580000 sec): 3 clusters
  Score: Raw -772123.854471 + Penalty 4235.127356 = -767888.727115
  nChanged 3
		SP:Iteration 33Q (189780.740000 sec): 3 clusters
  Score: Raw -772124.577228 + Penalty 4235.127356 = -767889.449873
  nChanged 3
		SP:Iteration 34Q (189780.980000 sec): 3 clusters
  Score: Raw -772125.142020 + Penalty 4235.127356 = -767890.014664
  nChanged 3
		SP:Iteration 35Q (189781.160000 sec): 3 clusters
  Score: Raw -772125.624430 + Penalty 4235.127356 = -767890.497074
  nChanged 2
		SP:Iteration 36Q (189781.400000 sec): 3 clusters
  Score: Raw -772125.995425 + Penalty 4235.127356 = -767890.868069
  nChanged 1
		SP:Iteration 37Q (189781.590000 sec): 3 clusters
  Score: Raw -772126.158475 + Penalty 4235.127356 = -767891.031120
  nChanged 0
		SP:Iteration 38F (189781.750000 sec): 3 clusters
  Score: Raw -772126.158475 + Penalty 4235.127356 = -767891.031120
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (5984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189781.880000 sec): 2 clusters
  Score: Raw -936090.631994 + Penalty 2156.817441 = -933933.814553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189782.120000 sec): 3 clusters
  Score: Raw -933107.247942 + Penalty 4313.634882 = -928793.613061
  nChanged 2356
		SP:Iteration 1F (189782.330000 sec): 3 clusters
  Score: Raw -934568.062466 + Penalty 4313.634882 = -930254.427584
  nChanged 559
		SP:Iteration 2F (189782.500000 sec): 3 clusters
  Score: Raw -935055.048060 + Penalty 4313.634882 = -930741.413178
  nChanged 433
		SP:Iteration 3F (189782.700000 sec): 3 clusters
  Score: Raw -935442.915699 + Penalty 4313.634882 = -931129.280817
  nChanged 366
		SP:Iteration 4F (189782.890000 sec): 3 clusters
  Score: Raw -935773.766577 + Penalty 4313.634882 = -931460.131696
  nChanged 346
		SP:Iteration 5F (189783.100000 sec): 3 clusters
  Score: Raw -936069.291164 + Penalty 4313.634882 = -931755.656282
  nChanged 310
		SP:Iteration 6F (189783.300000 sec): 3 clusters
  Score: Raw -936305.194610 + Penalty 4313.634882 = -931991.559728
  nChanged 239
		SP:Iteration 7Q (189783.550000 sec): 3 clusters
  Score: Raw -936480.136567 + Penalty 4313.634882 = -932166.501685
  nChanged 194
		SP:Iteration 8Q (189783.750000 sec): 3 clusters
  Score: Raw -936596.841536 + Penalty 4313.634882 = -932283.206654
  nChanged 157
		SP:Iteration 9Q (189783.990000 sec): 3 clusters
  Score: Raw -936681.635890 + Penalty 4313.634882 = -932368.001008
  nChanged 125
		SP:Iteration 10Q (189784.200000 sec): 3 clusters
  Score: Raw -936739.415773 + Penalty 4313.634882 = -932425.780891
  nChanged 96
		SP:Iteration 11Q (189784.450000 sec): 3 clusters
  Score: Raw -936784.056710 + Penalty 4313.634882 = -932470.421828
  nChanged 69
		SP:Iteration 12Q (189784.670000 sec): 3 clusters
  Score: Raw -936816.312707 + Penalty 4313.634882 = -932502.677825
  nChanged 68
		SP:Iteration 13Q (189784.850000 sec): 3 clusters
  Score: Raw -936847.348674 + Penalty 4313.634882 = -932533.713792
  nChanged 53
		SP:Iteration 14Q (189785.030000 sec): 3 clusters
  Score: Raw -936871.685996 + Penalty 4313.634882 = -932558.051114
  nChanged 44
		SP:Iteration 15Q (189785.210000 sec): 3 clusters
  Score: Raw -936890.493581 + Penalty 4313.634882 = -932576.858699
  nChanged 36
		SP:Iteration 16Q (189785.390000 sec): 3 clusters
  Score: Raw -936904.354498 + Penalty 4313.634882 = -932590.719616
  nChanged 30
		SP:Iteration 17Q (189785.630000 sec): 3 clusters
  Score: Raw -936916.941501 + Penalty 4313.634882 = -932603.306619
  nChanged 30
		SP:Iteration 18Q (189785.780000 sec): 3 clusters
  Score: Raw -936930.114786 + Penalty 4313.634882 = -932616.479905
  nChanged 26
		SP:Iteration 19Q (189785.950000 sec): 3 clusters
  Score: Raw -936940.279140 + Penalty 4313.634882 = -932626.644258
  nChanged 22
		SP:Iteration 20F (189786.110000 sec): 3 clusters
  Score: Raw -936949.946712 + Penalty 4313.634882 = -932636.311830
  nChanged 27
		SP:Iteration 21Q (189786.310000 sec): 3 clusters
  Score: Raw -936960.937065 + Penalty 4313.634882 = -932647.302183
  nChanged 27
		SP:Iteration 22Q (189786.460000 sec): 3 clusters
  Score: Raw -936975.284703 + Penalty 4313.634882 = -932661.649821
  nChanged 33
		SP:Iteration 23Q (189786.650000 sec): 3 clusters
  Score: Raw -936989.528605 + Penalty 4313.634882 = -932675.893723
  nChanged 34
		SP:Iteration 24Q (189786.870000 sec): 3 clusters
  Score: Raw -937012.208078 + Penalty 4313.634882 = -932698.573196
  nChanged 45
		SP:Iteration 25Q (189787.130000 sec): 3 clusters
  Score: Raw -937041.452871 + Penalty 4313.634882 = -932727.817990
  nChanged 47
		SP:Iteration 26Q (189787.310000 sec): 3 clusters
  Score: Raw -937068.590129 + Penalty 4313.634882 = -932754.955248
  nChanged 44
		SP:Iteration 27Q (189787.580000 sec): 3 clusters
  Score: Raw -937100.859205 + Penalty 4313.634882 = -932787.224323
  nChanged 50
		SP:Iteration 28Q (189787.800000 sec): 3 clusters
  Score: Raw -937143.021495 + Penalty 4313.634882 = -932829.386614
  nChanged 62
		SP:Iteration 29Q (189788.040000 sec): 3 clusters
  Score: Raw -937187.814298 + Penalty 4313.634882 = -932874.179416
  nChanged 67
		SP:Iteration 30Q (189788.300000 sec): 3 clusters
  Score: Raw -937237.554729 + Penalty 4313.634882 = -932923.919847
  nChanged 56
		SP:Iteration 31Q (189788.560000 sec): 3 clusters
  Score: Raw -937277.806942 + Penalty 4313.634882 = -932964.172061
  nChanged 59
		SP:Iteration 32Q (189788.800000 sec): 3 clusters
  Score: Raw -937328.641455 + Penalty 4313.634882 = -933015.006574
  nChanged 68
		SP:Iteration 33Q (189789.010000 sec): 3 clusters
  Score: Raw -937375.171660 + Penalty 4313.634882 = -933061.536778
  nChanged 55
		SP:Iteration 34Q (189789.240000 sec): 3 clusters
  Score: Raw -937409.572650 + Penalty 4313.634882 = -933095.937768
  nChanged 52
		SP:Iteration 35Q (189789.470000 sec): 3 clusters
  Score: Raw -937437.381664 + Penalty 4313.634882 = -933123.746783
  nChanged 44
		SP:Iteration 36Q (189789.640000 sec): 3 clusters
  Score: Raw -937457.287436 + Penalty 4313.634882 = -933143.652555
  nChanged 33
		SP:Iteration 37Q (189789.800000 sec): 3 clusters
  Score: Raw -937472.885891 + Penalty 4313.634882 = -933159.251009
  nChanged 20
		SP:Iteration 38Q (189790.020000 sec): 3 clusters
  Score: Raw -937480.725347 + Penalty 4313.634882 = -933167.090466
  nChanged 10
		SP:Iteration 39Q (189790.250000 sec): 3 clusters
  Score: Raw -937484.549734 + Penalty 4313.634882 = -933170.914852
  nChanged 14
		SP:Iteration 40F (189790.500000 sec): 3 clusters
  Score: Raw -937490.045458 + Penalty 4313.634882 = -933176.410576
  nChanged 8
		SP:Iteration 41Q (189790.660000 sec): 3 clusters
  Score: Raw -937493.264524 + Penalty 4313.634882 = -933179.629642
  nChanged 6
		SP:Iteration 42Q (189790.870000 sec): 3 clusters
  Score: Raw -937494.411100 + Penalty 4313.634882 = -933180.776218
  nChanged 4
		SP:Iteration 43Q (189791.060000 sec): 3 clusters
  Score: Raw -937495.879541 + Penalty 4313.634882 = -933182.244659
  nChanged 1
		SP:Iteration 44Q (189791.230000 sec): 3 clusters
  Score: Raw -937496.396983 + Penalty 4313.634882 = -933182.762101
  nChanged 2
		SP:Iteration 45Q (189791.470000 sec): 3 clusters
  Score: Raw -937496.885874 + Penalty 4313.634882 = -933183.250992
  nChanged 1
		SP:Iteration 46Q (189791.660000 sec): 3 clusters
  Score: Raw -937497.176522 + Penalty 4313.634882 = -933183.541640
  nChanged 3
		SP:Iteration 47Q (189791.820000 sec): 3 clusters
  Score: Raw -937498.754494 + Penalty 4313.634882 = -933185.119612
  nChanged 10
		SP:Iteration 48Q (189792.030000 sec): 3 clusters
  Score: Raw -937502.200326 + Penalty 4313.634882 = -933188.565444
  nChanged 11
		SP:Iteration 49Q (189792.280000 sec): 3 clusters
  Score: Raw -937506.401220 + Penalty 4313.634882 = -933192.766338
  nChanged 6
		SP:Iteration 50Q (189792.480000 sec): 3 clusters
  Score: Raw -937508.163364 + Penalty 4313.634882 = -933194.528482
  nChanged 6
		SP:Iteration 51Q (189792.630000 sec): 3 clusters
  Score: Raw -937510.694992 + Penalty 4313.634882 = -933197.060110
  nChanged 8
		SP:Iteration 52Q (189792.860000 sec): 3 clusters
  Score: Raw -937513.359637 + Penalty 4313.634882 = -933199.724755
  nChanged 8
		SP:Iteration 53Q (189793.080000 sec): 3 clusters
  Score: Raw -937516.648252 + Penalty 4313.634882 = -933203.013370
  nChanged 7
		SP:Iteration 54Q (189793.260000 sec): 3 clusters
  Score: Raw -937518.722265 + Penalty 4313.634882 = -933205.087383
  nChanged 9
		SP:Iteration 55Q (189793.490000 sec): 3 clusters
  Score: Raw -937522.247589 + Penalty 4313.634882 = -933208.612707
  nChanged 6
		SP:Iteration 56Q (189793.780000 sec): 3 clusters
  Score: Raw -937524.406908 + Penalty 4313.634882 = -933210.772026
  nChanged 8
		SP:Iteration 57Q (189793.940000 sec): 3 clusters
  Score: Raw -937527.933252 + Penalty 4313.634882 = -933214.298371
  nChanged 4
		SP:Iteration 58Q (189794.160000 sec): 3 clusters
  Score: Raw -937529.375054 + Penalty 4313.634882 = -933215.740172
  nChanged 2
		SP:Iteration 59Q (189794.380000 sec): 3 clusters
  Score: Raw -937530.043857 + Penalty 4313.634882 = -933216.408975
  nChanged 2
		SP:Iteration 60F (189794.610000 sec): 3 clusters
  Score: Raw -937530.372504 + Penalty 4313.634882 = -933216.737623
  nChanged 1
		SP:Iteration 61Q (189794.820000 sec): 3 clusters
  Score: Raw -937530.470288 + Penalty 4313.634882 = -933216.835406
  nChanged 0
		SP:Iteration 62F (189795.080000 sec): 3 clusters
  Score: Raw -937530.470288 + Penalty 4313.634882 = -933216.835406
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (18746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189795.350000 sec): 2 clusters
  Score: Raw -3086449.807718 + Penalty 2440.006447 = -3084009.801270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189795.700000 sec): 3 clusters
  Score: Raw -3075619.343734 + Penalty 4880.012895 = -3070739.330839
  nChanged 8174
		SP:Iteration 1F (189796.020000 sec): 3 clusters
  Score: Raw -3080133.641542 + Penalty 4880.012895 = -3075253.628647
  nChanged 1028
		SP:Iteration 2F (189796.390000 sec): 3 clusters
  Score: Raw -3080499.857195 + Penalty 4880.012895 = -3075619.844300
  nChanged 851
		SP:Iteration 3Q (189796.770000 sec): 3 clusters
  Score: Raw -3080780.638766 + Penalty 4880.012895 = -3075900.625871
  nChanged 720
		SP:Iteration 4Q (189797.120000 sec): 3 clusters
  Score: Raw -3081019.550397 + Penalty 4880.012895 = -3076139.537502
  nChanged 630
		SP:Iteration 5Q (189797.420000 sec): 3 clusters
  Score: Raw -3081213.209003 + Penalty 4880.012895 = -3076333.196108
  nChanged 554
		SP:Iteration 6Q (189797.750000 sec): 3 clusters
  Score: Raw -3081365.730904 + Penalty 4880.012895 = -3076485.718009
  nChanged 496
		SP:Iteration 7Q (189798.040000 sec): 3 clusters
  Score: Raw -3081498.643662 + Penalty 4880.012895 = -3076618.630767
  nChanged 459
		SP:Iteration 8Q (189798.360000 sec): 3 clusters
  Score: Raw -3081616.293391 + Penalty 4880.012895 = -3076736.280496
  nChanged 445
		SP:Iteration 9Q (189798.740000 sec): 3 clusters
  Score: Raw -3081734.789594 + Penalty 4880.012895 = -3076854.776699
  nChanged 399
		SP:Iteration 10Q (189799.080000 sec): 3 clusters
  Score: Raw -3081835.917598 + Penalty 4880.012895 = -3076955.904703
  nChanged 372
		SP:Iteration 11Q (189799.410000 sec): 3 clusters
  Score: Raw -3081930.708917 + Penalty 4880.012895 = -3077050.696022
  nChanged 343
		SP:Iteration 12Q (189799.730000 sec): 3 clusters
  Score: Raw -3082024.562455 + Penalty 4880.012895 = -3077144.549561
  nChanged 361
		SP:Iteration 13Q (189799.980000 sec): 3 clusters
  Score: Raw -3082116.902085 + Penalty 4880.012895 = -3077236.889190
  nChanged 356
		SP:Iteration 14Q (189800.310000 sec): 3 clusters
  Score: Raw -3082213.091656 + Penalty 4880.012895 = -3077333.078761
  nChanged 388
		SP:Iteration 15Q (189800.620000 sec): 3 clusters
  Score: Raw -3082312.996116 + Penalty 4880.012895 = -3077432.983221
  nChanged 398
		SP:Iteration 16Q (189800.900000 sec): 3 clusters
  Score: Raw -3082426.325942 + Penalty 4880.012895 = -3077546.313047
  nChanged 402
		SP:Iteration 17Q (189801.170000 sec): 3 clusters
  Score: Raw -3082550.092881 + Penalty 4880.012895 = -3077670.079986
  nChanged 431
		SP:Iteration 18Q (189801.440000 sec): 3 clusters
  Score: Raw -3082689.194804 + Penalty 4880.012895 = -3077809.181909
  nChanged 483
		SP:Iteration 19Q (189801.760000 sec): 3 clusters
  Score: Raw -3082858.854627 + Penalty 4880.012895 = -3077978.841732
  nChanged 544
		SP:Iteration 20F (189802.100000 sec): 3 clusters
  Score: Raw -3083080.293504 + Penalty 4880.012895 = -3078200.280609
  nChanged 571
		SP:Iteration 21Q (189802.460000 sec): 3 clusters
  Score: Raw -3083328.469786 + Penalty 4880.012895 = -3078448.456891
  nChanged 611
		SP:Iteration 22Q (189802.740000 sec): 3 clusters
  Score: Raw -3083653.646984 + Penalty 4880.012895 = -3078773.634089
  nChanged 676
		SP:Iteration 23Q (189802.970000 sec): 3 clusters
  Score: Raw -3084066.199239 + Penalty 4880.012895 = -3079186.186344
  nChanged 669
		SP:Iteration 24Q (189803.240000 sec): 3 clusters
  Score: Raw -3084510.559496 + Penalty 4880.012895 = -3079630.546601
  nChanged 647
		SP:Iteration 25Q (189803.560000 sec): 3 clusters
  Score: Raw -3084983.689792 + Penalty 4880.012895 = -3080103.676897
  nChanged 567
		SP:Iteration 26Q (189803.900000 sec): 3 clusters
  Score: Raw -3085428.826268 + Penalty 4880.012895 = -3080548.813373
  nChanged 468
		SP:Iteration 27Q (189804.240000 sec): 3 clusters
  Score: Raw -3085809.548662 + Penalty 4880.012895 = -3080929.535767
  nChanged 355
		SP:Iteration 28Q (189804.640000 sec): 3 clusters
  Score: Raw -3086099.084919 + Penalty 4880.012895 = -3081219.072024
  nChanged 226
		SP:Iteration 29Q (189804.900000 sec): 3 clusters
  Score: Raw -3086299.615696 + Penalty 4880.012895 = -3081419.602802
  nChanged 160
		SP:Iteration 30Q (189805.270000 sec): 3 clusters
  Score: Raw -3086441.286247 + Penalty 4880.012895 = -3081561.273352
  nChanged 99
		SP:Iteration 31Q (189805.570000 sec): 3 clusters
  Score: Raw -3086537.375671 + Penalty 4880.012895 = -3081657.362776
  nChanged 68
		SP:Iteration 32Q (189805.840000 sec): 3 clusters
  Score: Raw -3086614.434757 + Penalty 4880.012895 = -3081734.421862
  nChanged 47
		SP:Iteration 33Q (189806.120000 sec): 3 clusters
  Score: Raw -3086664.427838 + Penalty 4880.012895 = -3081784.414943
  nChanged 32
		SP:Iteration 34Q (189806.380000 sec): 3 clusters
  Score: Raw -3086702.106373 + Penalty 4880.012895 = -3081822.093478
  nChanged 18
		SP:Iteration 35Q (189806.660000 sec): 3 clusters
  Score: Raw -3086723.666172 + Penalty 4880.012895 = -3081843.653277
  nChanged 16
		SP:Iteration 36Q (189806.980000 sec): 3 clusters
  Score: Raw -3086743.649192 + Penalty 4880.012895 = -3081863.636297
  nChanged 13
		SP:Iteration 37Q (189807.230000 sec): 3 clusters
  Score: Raw -3086757.864718 + Penalty 4880.012895 = -3081877.851823
  nChanged 4
		SP:Iteration 38Q (189807.470000 sec): 3 clusters
  Score: Raw -3086764.720712 + Penalty 4880.012895 = -3081884.707818
  nChanged 7
		SP:Iteration 39Q (189807.800000 sec): 3 clusters
  Score: Raw -3086773.086155 + Penalty 4880.012895 = -3081893.073260
  nChanged 4
		SP:Iteration 40F (189808.170000 sec): 3 clusters
  Score: Raw -3086779.270113 + Penalty 4880.012895 = -3081899.257218
  nChanged 2
		SP:Iteration 41Q (189808.440000 sec): 3 clusters
  Score: Raw -3086781.218081 + Penalty 4880.012895 = -3081901.205186
  nChanged 2
		SP:Iteration 42Q (189808.680000 sec): 3 clusters
  Score: Raw -3086783.956407 + Penalty 4880.012895 = -3081903.943512
  nChanged 0
		SP:Iteration 43F (189808.960000 sec): 3 clusters
  Score: Raw -3086783.956407 + Penalty 4880.012895 = -3081903.943512
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (18332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189809.200000 sec): 2 clusters
  Score: Raw -2941388.347085 + Penalty 2434.468055 = -2938953.879030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189809.540000 sec): 3 clusters
  Score: Raw -2930799.860315 + Penalty 4868.936109 = -2925930.924206
  nChanged 7995
		SP:Iteration 1F (189809.840000 sec): 3 clusters
  Score: Raw -2935096.360194 + Penalty 4868.936109 = -2930227.424085
  nChanged 1059
		SP:Iteration 2F (189810.130000 sec): 3 clusters
  Score: Raw -2935537.733087 + Penalty 4868.936109 = -2930668.796978
  nChanged 919
		SP:Iteration 3F (189810.420000 sec): 3 clusters
  Score: Raw -2935892.262766 + Penalty 4868.936109 = -2931023.326657
  nChanged 802
		SP:Iteration 4Q (189810.780000 sec): 3 clusters
  Score: Raw -2936206.622462 + Penalty 4868.936109 = -2931337.686353
  nChanged 759
		SP:Iteration 5Q (189811.030000 sec): 3 clusters
  Score: Raw -2936522.356969 + Penalty 4868.936109 = -2931653.420860
  nChanged 765
		SP:Iteration 6Q (189811.410000 sec): 3 clusters
  Score: Raw -2936867.341616 + Penalty 4868.936109 = -2931998.405507
  nChanged 811
		SP:Iteration 7Q (189811.790000 sec): 3 clusters
  Score: Raw -2937262.525690 + Penalty 4868.936109 = -2932393.589580
  nChanged 858
		SP:Iteration 8Q (189812.170000 sec): 3 clusters
  Score: Raw -2937704.043600 + Penalty 4868.936109 = -2932835.107491
  nChanged 849
		SP:Iteration 9Q (189812.440000 sec): 3 clusters
  Score: Raw -2938185.552933 + Penalty 4868.936109 = -2933316.616824
  nChanged 856
		SP:Iteration 10Q (189812.720000 sec): 3 clusters
  Score: Raw -2938716.221941 + Penalty 4868.936109 = -2933847.285832
  nChanged 797
		SP:Iteration 11Q (189813.080000 sec): 3 clusters
  Score: Raw -2939271.394392 + Penalty 4868.936109 = -2934402.458283
  nChanged 739
		SP:Iteration 12Q (189813.340000 sec): 3 clusters
  Score: Raw -2939808.413334 + Penalty 4868.936109 = -2934939.477225
  nChanged 617
		SP:Iteration 13Q (189813.660000 sec): 3 clusters
  Score: Raw -2940305.011030 + Penalty 4868.936109 = -2935436.074921
  nChanged 491
		SP:Iteration 14Q (189813.940000 sec): 3 clusters
  Score: Raw -2940728.261693 + Penalty 4868.936109 = -2935859.325584
  nChanged 392
		SP:Iteration 15Q (189814.280000 sec): 3 clusters
  Score: Raw -2941083.747862 + Penalty 4868.936109 = -2936214.811753
  nChanged 317
		SP:Iteration 16Q (189814.580000 sec): 3 clusters
  Score: Raw -2941413.486180 + Penalty 4868.936109 = -2936544.550071
  nChanged 236
		SP:Iteration 17Q (189814.860000 sec): 3 clusters
  Score: Raw -2941693.989969 + Penalty 4868.936109 = -2936825.053860
  nChanged 184
		SP:Iteration 18Q (189815.180000 sec): 3 clusters
  Score: Raw -2941872.711588 + Penalty 4868.936109 = -2937003.775479
  nChanged 157
		SP:Iteration 19Q (189815.490000 sec): 3 clusters
  Score: Raw -2941997.972834 + Penalty 4868.936109 = -2937129.036725
  nChanged 122
		SP:Iteration 20F (189815.780000 sec): 3 clusters
  Score: Raw -2942066.678675 + Penalty 4868.936109 = -2937197.742566
  nChanged 91
		SP:Iteration 21Q (189816.050000 sec): 3 clusters
  Score: Raw -2942110.033447 + Penalty 4868.936109 = -2937241.097338
  nChanged 65
		SP:Iteration 22Q (189816.260000 sec): 3 clusters
  Score: Raw -2942139.070019 + Penalty 4868.936109 = -2937270.133910
  nChanged 63
		SP:Iteration 23Q (189816.530000 sec): 3 clusters
  Score: Raw -2942164.467757 + Penalty 4868.936109 = -2937295.531648
  nChanged 51
		SP:Iteration 24Q (189816.800000 sec): 3 clusters
  Score: Raw -2942179.125301 + Penalty 4868.936109 = -2937310.189192
  nChanged 24
		SP:Iteration 25Q (189817.180000 sec): 3 clusters
  Score: Raw -2942187.356733 + Penalty 4868.936109 = -2937318.420624
  nChanged 23
		SP:Iteration 26Q (189817.460000 sec): 3 clusters
  Score: Raw -2942195.977431 + Penalty 4868.936109 = -2937327.041322
  nChanged 25
		SP:Iteration 27Q (189817.760000 sec): 3 clusters
  Score: Raw -2942202.977621 + Penalty 4868.936109 = -2937334.041512
  nChanged 18
		SP:Iteration 28Q (189818.110000 sec): 3 clusters
  Score: Raw -2942207.979964 + Penalty 4868.936109 = -2937339.043855
  nChanged 12
		SP:Iteration 29Q (189818.480000 sec): 3 clusters
  Score: Raw -2942210.010502 + Penalty 4868.936109 = -2937341.074393
  nChanged 7
		SP:Iteration 30Q (189818.730000 sec): 3 clusters
  Score: Raw -2942211.602706 + Penalty 4868.936109 = -2937342.666596
  nChanged 5
		SP:Iteration 31Q (189819.010000 sec): 3 clusters
  Score: Raw -2942212.623661 + Penalty 4868.936109 = -2937343.687552
  nChanged 4
		SP:Iteration 32Q (189819.320000 sec): 3 clusters
  Score: Raw -2942213.339279 + Penalty 4868.936109 = -2937344.403170
  nChanged 2
		SP:Iteration 33Q (189819.640000 sec): 3 clusters
  Score: Raw -2942214.009741 + Penalty 4868.936109 = -2937345.073632
  nChanged 1
		SP:Iteration 34Q (189819.910000 sec): 3 clusters
  Score: Raw -2942214.222490 + Penalty 4868.936109 = -2937345.286381
  nChanged 0
		SP:Iteration 35F (189820.270000 sec): 3 clusters
  Score: Raw -2942214.222490 + Penalty 4868.936109 = -2937345.286381
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (13465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189820.460000 sec): 2 clusters
  Score: Raw -2136469.597856 + Penalty 2357.946553 = -2134111.651303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189820.710000 sec): 3 clusters
  Score: Raw -2128938.278383 + Penalty 4715.893107 = -2124222.385276
  nChanged 5741
		SP:Iteration 1F (189821.010000 sec): 3 clusters
  Score: Raw -2132064.457776 + Penalty 4715.893107 = -2127348.564669
  nChanged 785
		SP:Iteration 2F (189821.240000 sec): 3 clusters
  Score: Raw -2132404.926105 + Penalty 4715.893107 = -2127689.032998
  nChanged 605
		SP:Iteration 3Q (189821.530000 sec): 3 clusters
  Score: Raw -2132641.568703 + Penalty 4715.893107 = -2127925.675596
  nChanged 516
		SP:Iteration 4Q (189821.850000 sec): 3 clusters
  Score: Raw -2132817.518118 + Penalty 4715.893107 = -2128101.625011
  nChanged 398
		SP:Iteration 5Q (189822.110000 sec): 3 clusters
  Score: Raw -2132939.943453 + Penalty 4715.893107 = -2128224.050346
  nChanged 369
		SP:Iteration 6Q (189822.420000 sec): 3 clusters
  Score: Raw -2133048.732945 + Penalty 4715.893107 = -2128332.839839
  nChanged 305
		SP:Iteration 7Q (189822.700000 sec): 3 clusters
  Score: Raw -2133138.596882 + Penalty 4715.893107 = -2128422.703776
  nChanged 306
		SP:Iteration 8Q (189822.990000 sec): 3 clusters
  Score: Raw -2133230.675193 + Penalty 4715.893107 = -2128514.782087
  nChanged 303
		SP:Iteration 9Q (189823.250000 sec): 3 clusters
  Score: Raw -2133313.664536 + Penalty 4715.893107 = -2128597.771430
  nChanged 244
		SP:Iteration 10Q (189823.470000 sec): 3 clusters
  Score: Raw -2133381.454438 + Penalty 4715.893107 = -2128665.561331
  nChanged 246
		SP:Iteration 11Q (189823.730000 sec): 3 clusters
  Score: Raw -2133455.095203 + Penalty 4715.893107 = -2128739.202097
  nChanged 228
		SP:Iteration 12Q (189824.010000 sec): 3 clusters
  Score: Raw -2133515.587048 + Penalty 4715.893107 = -2128799.693942
  nChanged 231
		SP:Iteration 13Q (189824.260000 sec): 3 clusters
  Score: Raw -2133582.174840 + Penalty 4715.893107 = -2128866.281734
  nChanged 228
		SP:Iteration 14Q (189824.480000 sec): 3 clusters
  Score: Raw -2133653.604896 + Penalty 4715.893107 = -2128937.711789
  nChanged 248
		SP:Iteration 15Q (189824.790000 sec): 3 clusters
  Score: Raw -2133728.756166 + Penalty 4715.893107 = -2129012.863059
  nChanged 255
		SP:Iteration 16Q (189825.090000 sec): 3 clusters
  Score: Raw -2133811.180385 + Penalty 4715.893107 = -2129095.287278
  nChanged 272
		SP:Iteration 17Q (189825.400000 sec): 3 clusters
  Score: Raw -2133903.513387 + Penalty 4715.893107 = -2129187.620280
  nChanged 270
		SP:Iteration 18Q (189825.700000 sec): 3 clusters
  Score: Raw -2134002.985248 + Penalty 4715.893107 = -2129287.092141
  nChanged 289
		SP:Iteration 19Q (189825.960000 sec): 3 clusters
  Score: Raw -2134125.563736 + Penalty 4715.893107 = -2129409.670630
  nChanged 329
		SP:Iteration 20F (189826.310000 sec): 3 clusters
  Score: Raw -2134267.746480 + Penalty 4715.893107 = -2129551.853374
  nChanged 326
		SP:Iteration 21Q (189826.630000 sec): 3 clusters
  Score: Raw -2134415.434449 + Penalty 4715.893107 = -2129699.541342
  nChanged 341
		SP:Iteration 22Q (189826.880000 sec): 3 clusters
  Score: Raw -2134572.359308 + Penalty 4715.893107 = -2129856.466202
  nChanged 314
		SP:Iteration 23Q (189827.230000 sec): 3 clusters
  Score: Raw -2134714.602225 + Penalty 4715.893107 = -2129998.709119
  nChanged 284
		SP:Iteration 24Q (189827.440000 sec): 3 clusters
  Score: Raw -2134826.249240 + Penalty 4715.893107 = -2130110.356134
  nChanged 242
		SP:Iteration 25Q (189827.660000 sec): 3 clusters
  Score: Raw -2134907.907040 + Penalty 4715.893107 = -2130192.013933
  nChanged 195
		SP:Iteration 26Q (189827.910000 sec): 3 clusters
  Score: Raw -2134977.720179 + Penalty 4715.893107 = -2130261.827073
  nChanged 187
		SP:Iteration 27Q (189828.120000 sec): 3 clusters
  Score: Raw -2135042.085568 + Penalty 4715.893107 = -2130326.192462
  nChanged 162
		SP:Iteration 28Q (189828.370000 sec): 3 clusters
  Score: Raw -2135085.048179 + Penalty 4715.893107 = -2130369.155072
  nChanged 117
		SP:Iteration 29Q (189828.630000 sec): 3 clusters
  Score: Raw -2135111.336603 + Penalty 4715.893107 = -2130395.443496
  nChanged 101
		SP:Iteration 30Q (189828.830000 sec): 3 clusters
  Score: Raw -2135132.821927 + Penalty 4715.893107 = -2130416.928820
  nChanged 89
		SP:Iteration 31Q (189829.080000 sec): 3 clusters
  Score: Raw -2135149.777942 + Penalty 4715.893107 = -2130433.884835
  nChanged 62
		SP:Iteration 32Q (189829.280000 sec): 3 clusters
  Score: Raw -2135160.108681 + Penalty 4715.893107 = -2130444.215574
  nChanged 52
		SP:Iteration 33Q (189829.530000 sec): 3 clusters
  Score: Raw -2135169.648513 + Penalty 4715.893107 = -2130453.755406
  nChanged 53
		SP:Iteration 34Q (189829.810000 sec): 3 clusters
  Score: Raw -2135178.735981 + Penalty 4715.893107 = -2130462.842875
  nChanged 50
		SP:Iteration 35Q (189830.130000 sec): 3 clusters
  Score: Raw -2135187.599292 + Penalty 4715.893107 = -2130471.706186
  nChanged 55
		SP:Iteration 36Q (189830.370000 sec): 3 clusters
  Score: Raw -2135198.983202 + Penalty 4715.893107 = -2130483.090095
  nChanged 60
		SP:Iteration 37Q (189830.650000 sec): 3 clusters
  Score: Raw -2135211.481482 + Penalty 4715.893107 = -2130495.588375
  nChanged 61
		SP:Iteration 38Q (189830.960000 sec): 3 clusters
  Score: Raw -2135221.647289 + Penalty 4715.893107 = -2130505.754183
  nChanged 44
		SP:Iteration 39Q (189831.230000 sec): 3 clusters
  Score: Raw -2135229.980387 + Penalty 4715.893107 = -2130514.087280
  nChanged 50
		SP:Iteration 40F (189831.530000 sec): 3 clusters
  Score: Raw -2135240.671067 + Penalty 4715.893107 = -2130524.777960
  nChanged 57
		SP:Iteration 41Q (189831.800000 sec): 3 clusters
  Score: Raw -2135251.441892 + Penalty 4715.893107 = -2130535.548786
  nChanged 49
		SP:Iteration 42Q (189832.070000 sec): 3 clusters
  Score: Raw -2135259.530219 + Penalty 4715.893107 = -2130543.637113
  nChanged 53
		SP:Iteration 43Q (189832.330000 sec): 3 clusters
  Score: Raw -2135269.834957 + Penalty 4715.893107 = -2130553.941851
  nChanged 55
		SP:Iteration 44Q (189832.680000 sec): 3 clusters
  Score: Raw -2135282.099844 + Penalty 4715.893107 = -2130566.206737
  nChanged 62
		SP:Iteration 45Q (189832.960000 sec): 3 clusters
  Score: Raw -2135296.215484 + Penalty 4715.893107 = -2130580.322378
  nChanged 70
		SP:Iteration 46Q (189833.210000 sec): 3 clusters
  Score: Raw -2135312.565933 + Penalty 4715.893107 = -2130596.672826
  nChanged 76
		SP:Iteration 47Q (189833.480000 sec): 3 clusters
  Score: Raw -2135332.669680 + Penalty 4715.893107 = -2130616.776574
  nChanged 86
		SP:Iteration 48Q (189833.790000 sec): 3 clusters
  Score: Raw -2135351.529563 + Penalty 4715.893107 = -2130635.636456
  nChanged 74
		SP:Iteration 49Q (189834.040000 sec): 3 clusters
  Score: Raw -2135367.061252 + Penalty 4715.893107 = -2130651.168145
  nChanged 61
		SP:Iteration 50Q (189834.350000 sec): 3 clusters
  Score: Raw -2135380.773699 + Penalty 4715.893107 = -2130664.880593
  nChanged 55
		SP:Iteration 51Q (189834.670000 sec): 3 clusters
  Score: Raw -2135391.607787 + Penalty 4715.893107 = -2130675.714680
  nChanged 51
		SP:Iteration 52Q (189834.890000 sec): 3 clusters
  Score: Raw -2135405.221346 + Penalty 4715.893107 = -2130689.328240
  nChanged 71
		SP:Iteration 53Q (189835.180000 sec): 3 clusters
  Score: Raw -2135422.254465 + Penalty 4715.893107 = -2130706.361358
  nChanged 61
		SP:Iteration 54Q (189835.490000 sec): 3 clusters
  Score: Raw -2135437.369415 + Penalty 4715.893107 = -2130721.476308
  nChanged 68
		SP:Iteration 55Q (189835.830000 sec): 3 clusters
  Score: Raw -2135454.793265 + Penalty 4715.893107 = -2130738.900159
  nChanged 72
		SP:Iteration 56Q (189836.100000 sec): 3 clusters
  Score: Raw -2135470.957255 + Penalty 4715.893107 = -2130755.064148
  nChanged 57
		SP:Iteration 57Q (189836.340000 sec): 3 clusters
  Score: Raw -2135485.364669 + Penalty 4715.893107 = -2130769.471562
  nChanged 54
		SP:Iteration 58Q (189836.650000 sec): 3 clusters
  Score: Raw -2135496.753930 + Penalty 4715.893107 = -2130780.860824
  nChanged 51
		SP:Iteration 59Q (189836.860000 sec): 3 clusters
  Score: Raw -2135506.838156 + Penalty 4715.893107 = -2130790.945050
  nChanged 59
		SP:Iteration 60F (189837.130000 sec): 3 clusters
  Score: Raw -2135519.008032 + Penalty 4715.893107 = -2130803.114925
  nChanged 62
		SP:Iteration 61Q (189837.420000 sec): 3 clusters
  Score: Raw -2135533.221849 + Penalty 4715.893107 = -2130817.328742
  nChanged 58
		SP:Iteration 62Q (189837.690000 sec): 3 clusters
  Score: Raw -2135546.614524 + Penalty 4715.893107 = -2130830.721417
  nChanged 59
		SP:Iteration 63Q (189837.960000 sec): 3 clusters
  Score: Raw -2135560.521604 + Penalty 4715.893107 = -2130844.628498
  nChanged 61
		SP:Iteration 64Q (189838.270000 sec): 3 clusters
  Score: Raw -2135575.285315 + Penalty 4715.893107 = -2130859.392209
  nChanged 66
		SP:Iteration 65Q (189838.560000 sec): 3 clusters
  Score: Raw -2135590.794603 + Penalty 4715.893107 = -2130874.901496
  nChanged 65
		SP:Iteration 66Q (189838.830000 sec): 3 clusters
  Score: Raw -2135607.707025 + Penalty 4715.893107 = -2130891.813919
  nChanged 62
		SP:Iteration 67Q (189839.140000 sec): 3 clusters
  Score: Raw -2135621.927146 + Penalty 4715.893107 = -2130906.034040
  nChanged 60
		SP:Iteration 68Q (189839.380000 sec): 3 clusters
  Score: Raw -2135637.835630 + Penalty 4715.893107 = -2130921.942524
  nChanged 63
		SP:Iteration 69Q (189839.670000 sec): 3 clusters
  Score: Raw -2135654.367181 + Penalty 4715.893107 = -2130938.474074
  nChanged 69
		SP:Iteration 70Q (189839.950000 sec): 3 clusters
  Score: Raw -2135672.127453 + Penalty 4715.893107 = -2130956.234346
  nChanged 72
		SP:Iteration 71Q (189840.090000 sec): 3 clusters
  Score: Raw -2135690.251805 + Penalty 4715.893107 = -2130974.358698
  nChanged 56
		SP:Iteration 72Q (189840.270000 sec): 3 clusters
  Score: Raw -2135705.192991 + Penalty 4715.893107 = -2130989.299884
  nChanged 58
		SP:Iteration 73Q (189840.450000 sec): 3 clusters
  Score: Raw -2135720.831381 + Penalty 4715.893107 = -2131004.938275
  nChanged 59
		SP:Iteration 74Q (189840.730000 sec): 3 clusters
  Score: Raw -2135736.177174 + Penalty 4715.893107 = -2131020.284068
  nChanged 65
		SP:Iteration 75Q (189841.030000 sec): 3 clusters
  Score: Raw -2135754.340504 + Penalty 4715.893107 = -2131038.447398
  nChanged 60
		SP:Iteration 76Q (189841.290000 sec): 3 clusters
  Score: Raw -2135770.757496 + Penalty 4715.893107 = -2131054.864389
  nChanged 51
		SP:Iteration 77Q (189841.480000 sec): 3 clusters
  Score: Raw -2135785.617993 + Penalty 4715.893107 = -2131069.724886
  nChanged 67
		SP:Iteration 78Q (189841.700000 sec): 3 clusters
  Score: Raw -2135807.423866 + Penalty 4715.893107 = -2131091.530760
  nChanged 66
		SP:Iteration 79Q (189842.050000 sec): 3 clusters
  Score: Raw -2135826.720003 + Penalty 4715.893107 = -2131110.826897
  nChanged 59
		SP:Iteration 80F (189842.290000 sec): 3 clusters
  Score: Raw -2135842.610362 + Penalty 4715.893107 = -2131126.717255
  nChanged 57
		SP:Iteration 81Q (189842.550000 sec): 3 clusters
  Score: Raw -2135857.908376 + Penalty 4715.893107 = -2131142.015270
  nChanged 56
		SP:Iteration 82Q (189842.840000 sec): 3 clusters
  Score: Raw -2135876.014464 + Penalty 4715.893107 = -2131160.121358
  nChanged 77
		SP:Iteration 83Q (189843.130000 sec): 3 clusters
  Score: Raw -2135903.066898 + Penalty 4715.893107 = -2131187.173791
  nChanged 91
		SP:Iteration 84Q (189843.440000 sec): 3 clusters
  Score: Raw -2135943.709989 + Penalty 4715.893107 = -2131227.816883
  nChanged 101
		SP:Iteration 85Q (189843.720000 sec): 3 clusters
  Score: Raw -2135982.632985 + Penalty 4715.893107 = -2131266.739878
  nChanged 108
		SP:Iteration 86Q (189843.950000 sec): 3 clusters
  Score: Raw -2136020.538459 + Penalty 4715.893107 = -2131304.645353
  nChanged 96
		SP:Iteration 87Q (189844.090000 sec): 3 clusters
  Score: Raw -2136058.380929 + Penalty 4715.893107 = -2131342.487822
  nChanged 93
		SP:Iteration 88Q (189844.330000 sec): 3 clusters
  Score: Raw -2136095.216784 + Penalty 4715.893107 = -2131379.323677
  nChanged 98
		SP:Iteration 89Q (189844.620000 sec): 3 clusters
  Score: Raw -2136142.600843 + Penalty 4715.893107 = -2131426.707737
  nChanged 101
		SP:Iteration 90Q (189844.910000 sec): 3 clusters
  Score: Raw -2136191.404191 + Penalty 4715.893107 = -2131475.511084
  nChanged 94
		SP:Iteration 91Q (189845.180000 sec): 3 clusters
  Score: Raw -2136231.776853 + Penalty 4715.893107 = -2131515.883746
  nChanged 83
		SP:Iteration 92Q (189845.500000 sec): 3 clusters
  Score: Raw -2136275.055178 + Penalty 4715.893107 = -2131559.162071
  nChanged 87
		SP:Iteration 93Q (189845.710000 sec): 3 clusters
  Score: Raw -2136321.321039 + Penalty 4715.893107 = -2131605.427932
  nChanged 96
		SP:Iteration 94Q (189845.870000 sec): 3 clusters
  Score: Raw -2136367.980368 + Penalty 4715.893107 = -2131652.087262
  nChanged 77
		SP:Iteration 95Q (189846.030000 sec): 3 clusters
  Score: Raw -2136407.775217 + Penalty 4715.893107 = -2131691.882111
  nChanged 84
		SP:Iteration 96Q (189846.210000 sec): 3 clusters
  Score: Raw -2136455.028451 + Penalty 4715.893107 = -2131739.135345
  nChanged 76
		SP:Iteration 97Q (189846.390000 sec): 3 clusters
  Score: Raw -2136496.257717 + Penalty 4715.893107 = -2131780.364610
  nChanged 81
		SP:Iteration 98Q (189846.560000 sec): 3 clusters
  Score: Raw -2136544.871271 + Penalty 4715.893107 = -2131828.978165
  nChanged 64
		SP:Iteration 99Q (189846.790000 sec): 3 clusters
  Score: Raw -2136582.638171 + Penalty 4715.893107 = -2131866.745065
  nChanged 46
		SP:Iteration 100F (189846.960000 sec): 3 clusters
  Score: Raw -2136606.985110 + Penalty 4715.893107 = -2131891.092004
  nChanged 40
		SP:Iteration 101Q (189847.120000 sec): 3 clusters
  Score: Raw -2136626.827076 + Penalty 4715.893107 = -2131910.933970
  nChanged 30
		SP:Iteration 102Q (189847.280000 sec): 3 clusters
  Score: Raw -2136644.584802 + Penalty 4715.893107 = -2131928.691696
  nChanged 28
		SP:Iteration 103Q (189847.440000 sec): 3 clusters
  Score: Raw -2136660.187143 + Penalty 4715.893107 = -2131944.294037
  nChanged 19
		SP:Iteration 104Q (189847.660000 sec): 3 clusters
  Score: Raw -2136668.944677 + Penalty 4715.893107 = -2131953.051571
  nChanged 14
		SP:Iteration 105Q (189847.820000 sec): 3 clusters
  Score: Raw -2136676.704128 + Penalty 4715.893107 = -2131960.811021
  nChanged 10
		SP:Iteration 106Q (189848.050000 sec): 3 clusters
  Score: Raw -2136681.700578 + Penalty 4715.893107 = -2131965.807471
  nChanged 11
		SP:Iteration 107Q (189848.270000 sec): 3 clusters
  Score: Raw -2136687.630840 + Penalty 4715.893107 = -2131971.737734
  nChanged 7
		SP:Iteration 108Q (189848.480000 sec): 3 clusters
  Score: Raw -2136690.259994 + Penalty 4715.893107 = -2131974.366887
  nChanged 7
		SP:Iteration 109Q (189848.710000 sec): 3 clusters
  Score: Raw -2136692.156438 + Penalty 4715.893107 = -2131976.263332
  nChanged 5
		SP:Iteration 110Q (189848.930000 sec): 3 clusters
  Score: Raw -2136694.624805 + Penalty 4715.893107 = -2131978.731698
  nChanged 4
		SP:Iteration 111Q (189849.150000 sec): 3 clusters
  Score: Raw -2136696.766044 + Penalty 4715.893107 = -2131980.872938
  nChanged 5
		SP:Iteration 112Q (189849.370000 sec): 3 clusters
  Score: Raw -2136698.958279 + Penalty 4715.893107 = -2131983.065172
  nChanged 6
		SP:Iteration 113Q (189849.620000 sec): 3 clusters
  Score: Raw -2136702.421698 + Penalty 4715.893107 = -2131986.528591
  nChanged 8
		SP:Iteration 114Q (189849.900000 sec): 3 clusters
  Score: Raw -2136707.639588 + Penalty 4715.893107 = -2131991.746482
  nChanged 9
		SP:Iteration 115Q (189850.110000 sec): 3 clusters
  Score: Raw -2136715.003904 + Penalty 4715.893107 = -2131999.110798
  nChanged 15
		SP:Iteration 116Q (189850.400000 sec): 3 clusters
  Score: Raw -2136726.385362 + Penalty 4715.893107 = -2132010.492255
  nChanged 15
		SP:Iteration 117Q (189850.670000 sec): 3 clusters
  Score: Raw -2136735.632079 + Penalty 4715.893107 = -2132019.738973
  nChanged 17
		SP:Iteration 118Q (189850.990000 sec): 3 clusters
  Score: Raw -2136745.484142 + Penalty 4715.893107 = -2132029.591035
  nChanged 11
		SP:Iteration 119Q (189851.340000 sec): 3 clusters
  Score: Raw -2136752.545336 + Penalty 4715.893107 = -2132036.652229
  nChanged 12
		SP:Iteration 120F (189851.700000 sec): 3 clusters
  Score: Raw -2136758.887692 + Penalty 4715.893107 = -2132042.994586
  nChanged 7
		SP:Iteration 121Q (189851.960000 sec): 3 clusters
  Score: Raw -2136762.883883 + Penalty 4715.893107 = -2132046.990776
  nChanged 8
		SP:Iteration 122Q (189852.260000 sec): 3 clusters
  Score: Raw -2136766.748458 + Penalty 4715.893107 = -2132050.855352
  nChanged 6
		SP:Iteration 123Q (189852.560000 sec): 3 clusters
  Score: Raw -2136770.142134 + Penalty 4715.893107 = -2132054.249028
  nChanged 4
		SP:Iteration 124Q (189852.820000 sec): 3 clusters
  Score: Raw -2136771.979425 + Penalty 4715.893107 = -2132056.086318
  nChanged 4
		SP:Iteration 125Q (189853.100000 sec): 3 clusters
  Score: Raw -2136773.793744 + Penalty 4715.893107 = -2132057.900637
  nChanged 4
		SP:Iteration 126Q (189853.270000 sec): 3 clusters
  Score: Raw -2136775.932381 + Penalty 4715.893107 = -2132060.039274
  nChanged 4
		SP:Iteration 127Q (189853.480000 sec): 3 clusters
  Score: Raw -2136777.702105 + Penalty 4715.893107 = -2132061.808998
  nChanged 6
		SP:Iteration 128Q (189853.710000 sec): 3 clusters
  Score: Raw -2136781.313858 + Penalty 4715.893107 = -2132065.420752
  nChanged 6
		SP:Iteration 129Q (189853.930000 sec): 3 clusters
  Score: Raw -2136784.687352 + Penalty 4715.893107 = -2132068.794245
  nChanged 4
		SP:Iteration 130Q (189854.250000 sec): 3 clusters
  Score: Raw -2136786.261978 + Penalty 4715.893107 = -2132070.368872
  nChanged 0
		SP:Iteration 131F (189854.510000 sec): 3 clusters
  Score: Raw -2136786.261978 + Penalty 4715.893107 = -2132070.368872
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (26275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189854.790000 sec): 2 clusters
  Score: Raw -4142933.530242 + Penalty 2523.740553 = -4140409.789690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189855.210000 sec): 3 clusters
  Score: Raw -4127415.762366 + Penalty 5047.481105 = -4122368.281260
  nChanged 11660
		SP:Iteration 1F (189855.610000 sec): 3 clusters
  Score: Raw -4133745.887952 + Penalty 5047.481105 = -4128698.406847
  nChanged 1273
		SP:Iteration 2Q (189856.030000 sec): 3 clusters
  Score: Raw -4134188.024276 + Penalty 5047.481105 = -4129140.543171
  nChanged 1106
		SP:Iteration 3Q (189856.380000 sec): 3 clusters
  Score: Raw -4134583.369432 + Penalty 5047.481105 = -4129535.888327
  nChanged 1043
		SP:Iteration 4Q (189856.770000 sec): 3 clusters
  Score: Raw -4134944.645715 + Penalty 5047.481105 = -4129897.164610
  nChanged 982
		SP:Iteration 5Q (189857.180000 sec): 3 clusters
  Score: Raw -4135297.334447 + Penalty 5047.481105 = -4130249.853342
  nChanged 1012
		SP:Iteration 6Q (189857.530000 sec): 3 clusters
  Score: Raw -4135698.594524 + Penalty 5047.481105 = -4130651.113419
  nChanged 1040
		SP:Iteration 7Q (189857.900000 sec): 3 clusters
  Score: Raw -4136193.125409 + Penalty 5047.481105 = -4131145.644304
  nChanged 1129
		SP:Iteration 8Q (189858.310000 sec): 3 clusters
  Score: Raw -4136853.929938 + Penalty 5047.481105 = -4131806.448833
  nChanged 1319
		SP:Iteration 9F (189858.800000 sec): 3 clusters
  Score: Raw -4137764.104010 + Penalty 5047.481105 = -4132716.622905
  nChanged 1339
		SP:Iteration 10F (189859.250000 sec): 3 clusters
  Score: Raw -4138742.565224 + Penalty 5047.481105 = -4133695.084119
  nChanged 1233
		SP:Iteration 11Q (189859.710000 sec): 3 clusters
  Score: Raw -4139659.659583 + Penalty 5047.481105 = -4134612.178478
  nChanged 1101
		SP:Iteration 12Q (189860.110000 sec): 3 clusters
  Score: Raw -4140502.444190 + Penalty 5047.481105 = -4135454.963084
  nChanged 875
		SP:Iteration 13Q (189860.510000 sec): 3 clusters
  Score: Raw -4141142.483076 + Penalty 5047.481105 = -4136095.001971
  nChanged 688
		SP:Iteration 14Q (189860.890000 sec): 3 clusters
  Score: Raw -4141610.554466 + Penalty 5047.481105 = -4136563.073361
  nChanged 509
		SP:Iteration 15Q (189861.320000 sec): 3 clusters
  Score: Raw -4141935.284161 + Penalty 5047.481105 = -4136887.803056
  nChanged 405
		SP:Iteration 16Q (189861.750000 sec): 3 clusters
  Score: Raw -4142185.012065 + Penalty 5047.481105 = -4137137.530960
  nChanged 312
		SP:Iteration 17Q (189862.150000 sec): 3 clusters
  Score: Raw -4142365.482874 + Penalty 5047.481105 = -4137318.001769
  nChanged 257
		SP:Iteration 18Q (189862.450000 sec): 3 clusters
  Score: Raw -4142517.140657 + Penalty 5047.481105 = -4137469.659552
  nChanged 235
		SP:Iteration 19Q (189862.780000 sec): 3 clusters
  Score: Raw -4142670.315814 + Penalty 5047.481105 = -4137622.834709
  nChanged 173
		SP:Iteration 20F (189863.210000 sec): 3 clusters
  Score: Raw -4142781.600349 + Penalty 5047.481105 = -4137734.119244
  nChanged 135
		SP:Iteration 21Q (189863.550000 sec): 3 clusters
  Score: Raw -4142878.096797 + Penalty 5047.481105 = -4137830.615692
  nChanged 103
		SP:Iteration 22Q (189863.980000 sec): 3 clusters
  Score: Raw -4142948.906081 + Penalty 5047.481105 = -4137901.424976
  nChanged 76
		SP:Iteration 23Q (189864.350000 sec): 3 clusters
  Score: Raw -4142996.965276 + Penalty 5047.481105 = -4137949.484171
  nChanged 50
		SP:Iteration 24Q (189864.690000 sec): 3 clusters
  Score: Raw -4143027.753486 + Penalty 5047.481105 = -4137980.272381
  nChanged 39
		SP:Iteration 25Q (189864.980000 sec): 3 clusters
  Score: Raw -4143048.698680 + Penalty 5047.481105 = -4138001.217575
  nChanged 30
		SP:Iteration 26Q (189865.370000 sec): 3 clusters
  Score: Raw -4143064.485458 + Penalty 5047.481105 = -4138017.004353
  nChanged 27
		SP:Iteration 27Q (189865.770000 sec): 3 clusters
  Score: Raw -4143082.858195 + Penalty 5047.481105 = -4138035.377090
  nChanged 31
		SP:Iteration 28Q (189866.130000 sec): 3 clusters
  Score: Raw -4143100.104976 + Penalty 5047.481105 = -4138052.623871
  nChanged 27
		SP:Iteration 29Q (189866.520000 sec): 3 clusters
  Score: Raw -4143117.567155 + Penalty 5047.481105 = -4138070.086050
  nChanged 14
		SP:Iteration 30Q (189866.840000 sec): 3 clusters
  Score: Raw -4143125.623265 + Penalty 5047.481105 = -4138078.142160
  nChanged 18
		SP:Iteration 31Q (189867.210000 sec): 3 clusters
  Score: Raw -4143135.436998 + Penalty 5047.481105 = -4138087.955893
  nChanged 15
		SP:Iteration 32Q (189867.660000 sec): 3 clusters
  Score: Raw -4143142.326890 + Penalty 5047.481105 = -4138094.845785
  nChanged 10
		SP:Iteration 33Q (189868.080000 sec): 3 clusters
  Score: Raw -4143147.961063 + Penalty 5047.481105 = -4138100.479958
  nChanged 13
		SP:Iteration 34Q (189868.440000 sec): 3 clusters
  Score: Raw -4143155.252578 + Penalty 5047.481105 = -4138107.771473
  nChanged 6
		SP:Iteration 35Q (189868.790000 sec): 3 clusters
  Score: Raw -4143159.103153 + Penalty 5047.481105 = -4138111.622048
  nChanged 6
		SP:Iteration 36Q (189869.140000 sec): 3 clusters
  Score: Raw -4143164.409881 + Penalty 5047.481105 = -4138116.928776
  nChanged 8
		SP:Iteration 37Q (189869.500000 sec): 3 clusters
  Score: Raw -4143170.099058 + Penalty 5047.481105 = -4138122.617953
  nChanged 10
		SP:Iteration 38Q (189869.890000 sec): 3 clusters
  Score: Raw -4143176.761112 + Penalty 5047.481105 = -4138129.280007
  nChanged 10
		SP:Iteration 39Q (189870.240000 sec): 3 clusters
  Score: Raw -4143183.227500 + Penalty 5047.481105 = -4138135.746395
  nChanged 6
		SP:Iteration 40F (189870.610000 sec): 3 clusters
  Score: Raw -4143187.549515 + Penalty 5047.481105 = -4138140.068410
  nChanged 6
		SP:Iteration 41Q (189870.960000 sec): 3 clusters
  Score: Raw -4143190.686369 + Penalty 5047.481105 = -4138143.205264
  nChanged 3
		SP:Iteration 42Q (189871.350000 sec): 3 clusters
  Score: Raw -4143192.772371 + Penalty 5047.481105 = -4138145.291266
  nChanged 3
		SP:Iteration 43Q (189871.740000 sec): 3 clusters
  Score: Raw -4143196.086308 + Penalty 5047.481105 = -4138148.605203
  nChanged 4
		SP:Iteration 44Q (189872.200000 sec): 3 clusters
  Score: Raw -4143199.134549 + Penalty 5047.481105 = -4138151.653444
  nChanged 3
		SP:Iteration 45Q (189872.580000 sec): 3 clusters
  Score: Raw -4143200.484651 + Penalty 5047.481105 = -4138153.003546
  nChanged 2
		SP:Iteration 46Q (189872.930000 sec): 3 clusters
  Score: Raw -4143202.050854 + Penalty 5047.481105 = -4138154.569749
  nChanged 2
		SP:Iteration 47Q (189873.380000 sec): 3 clusters
  Score: Raw -4143204.223728 + Penalty 5047.481105 = -4138156.742623
  nChanged 0
		SP:Iteration 48F (189873.790000 sec): 3 clusters
  Score: Raw -4143204.223728 + Penalty 5047.481105 = -4138156.742623
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (4242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189873.960000 sec): 2 clusters
  Score: Raw -660649.835736 + Penalty 2071.491954 = -658578.343782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189874.220000 sec): 3 clusters
  Score: Raw -658659.242956 + Penalty 4142.983907 = -654516.259049
  nChanged 1573
		SP:Iteration 1F (189874.450000 sec): 3 clusters
  Score: Raw -659624.283835 + Penalty 4142.983907 = -655481.299928
  nChanged 333
		SP:Iteration 2F (189874.660000 sec): 3 clusters
  Score: Raw -659851.408970 + Penalty 4142.983907 = -655708.425063
  nChanged 235
		SP:Iteration 3F (189874.810000 sec): 3 clusters
  Score: Raw -660027.557247 + Penalty 4142.983907 = -655884.573340
  nChanged 201
		SP:Iteration 4Q (189874.950000 sec): 3 clusters
  Score: Raw -660173.750235 + Penalty 4142.983907 = -656030.766328
  nChanged 180
		SP:Iteration 5Q (189875.160000 sec): 3 clusters
  Score: Raw -660297.303414 + Penalty 4142.983907 = -656154.319507
  nChanged 178
		SP:Iteration 6Q (189875.310000 sec): 3 clusters
  Score: Raw -660414.370702 + Penalty 4142.983907 = -656271.386795
  nChanged 169
		SP:Iteration 7Q (189875.430000 sec): 3 clusters
  Score: Raw -660528.196793 + Penalty 4142.983907 = -656385.212886
  nChanged 129
		SP:Iteration 8Q (189875.630000 sec): 3 clusters
  Score: Raw -660629.596951 + Penalty 4142.983907 = -656486.613044
  nChanged 128
		SP:Iteration 9Q (189875.750000 sec): 3 clusters
  Score: Raw -660709.768896 + Penalty 4142.983907 = -656566.784989
  nChanged 94
		SP:Iteration 10Q (189875.900000 sec): 3 clusters
  Score: Raw -660764.166506 + Penalty 4142.983907 = -656621.182599
  nChanged 72
		SP:Iteration 11Q (189876.110000 sec): 3 clusters
  Score: Raw -660807.002605 + Penalty 4142.983907 = -656664.018698
  nChanged 54
		SP:Iteration 12Q (189876.250000 sec): 3 clusters
  Score: Raw -660835.142052 + Penalty 4142.983907 = -656692.158145
  nChanged 49
		SP:Iteration 13Q (189876.390000 sec): 3 clusters
  Score: Raw -660859.150528 + Penalty 4142.983907 = -656716.166621
  nChanged 33
		SP:Iteration 14Q (189876.560000 sec): 3 clusters
  Score: Raw -660880.704641 + Penalty 4142.983907 = -656737.720734
  nChanged 42
		SP:Iteration 15Q (189876.720000 sec): 3 clusters
  Score: Raw -660901.227886 + Penalty 4142.983907 = -656758.243979
  nChanged 25
		SP:Iteration 16Q (189876.920000 sec): 3 clusters
  Score: Raw -660912.753688 + Penalty 4142.983907 = -656769.769781
  nChanged 16
		SP:Iteration 17Q (189877.060000 sec): 3 clusters
  Score: Raw -660919.686557 + Penalty 4142.983907 = -656776.702650
  nChanged 20
		SP:Iteration 18Q (189877.260000 sec): 3 clusters
  Score: Raw -660928.713572 + Penalty 4142.983907 = -656785.729665
  nChanged 17
		SP:Iteration 19Q (189877.470000 sec): 3 clusters
  Score: Raw -660934.283527 + Penalty 4142.983907 = -656791.299620
  nChanged 12
		SP:Iteration 20F (189877.660000 sec): 3 clusters
  Score: Raw -660941.957344 + Penalty 4142.983907 = -656798.973437
  nChanged 17
		SP:Iteration 21Q (189877.870000 sec): 3 clusters
  Score: Raw -660949.772861 + Penalty 4142.983907 = -656806.788954
  nChanged 14
		SP:Iteration 22Q (189878.030000 sec): 3 clusters
  Score: Raw -660955.713245 + Penalty 4142.983907 = -656812.729338
  nChanged 10
		SP:Iteration 23Q (189878.200000 sec): 3 clusters
  Score: Raw -660959.399482 + Penalty 4142.983907 = -656816.415575
  nChanged 8
		SP:Iteration 24Q (189878.410000 sec): 3 clusters
  Score: Raw -660961.600951 + Penalty 4142.983907 = -656818.617044
  nChanged 8
		SP:Iteration 25Q (189878.570000 sec): 3 clusters
  Score: Raw -660963.915549 + Penalty 4142.983907 = -656820.931642
  nChanged 7
		SP:Iteration 26Q (189878.740000 sec): 3 clusters
  Score: Raw -660967.311889 + Penalty 4142.983907 = -656824.327982
  nChanged 8
		SP:Iteration 27Q (189878.900000 sec): 3 clusters
  Score: Raw -660971.373921 + Penalty 4142.983907 = -656828.390014
  nChanged 5
		SP:Iteration 28Q (189879.070000 sec): 3 clusters
  Score: Raw -660975.395956 + Penalty 4142.983907 = -656832.412049
  nChanged 6
		SP:Iteration 29Q (189879.230000 sec): 3 clusters
  Score: Raw -660979.576213 + Penalty 4142.983907 = -656836.592306
  nChanged 12
		SP:Iteration 30Q (189879.400000 sec): 3 clusters
  Score: Raw -660985.242631 + Penalty 4142.983907 = -656842.258724
  nChanged 11
		SP:Iteration 31Q (189879.630000 sec): 3 clusters
  Score: Raw -660991.266630 + Penalty 4142.983907 = -656848.282723
  nChanged 10
		SP:Iteration 32Q (189879.820000 sec): 3 clusters
  Score: Raw -660994.425044 + Penalty 4142.983907 = -656851.441137
  nChanged 6
		SP:Iteration 33Q (189880.030000 sec): 3 clusters
  Score: Raw -660996.753072 + Penalty 4142.983907 = -656853.769165
  nChanged 5
		SP:Iteration 34Q (189880.190000 sec): 3 clusters
  Score: Raw -660998.384331 + Penalty 4142.983907 = -656855.400424
  nChanged 4
		SP:Iteration 35Q (189880.360000 sec): 3 clusters
  Score: Raw -660999.423010 + Penalty 4142.983907 = -656856.439103
  nChanged 2
		SP:Iteration 36Q (189880.530000 sec): 3 clusters
  Score: Raw -660999.856986 + Penalty 4142.983907 = -656856.873079
  nChanged 1
		SP:Iteration 37Q (189880.690000 sec): 3 clusters
  Score: Raw -661000.091973 + Penalty 4142.983907 = -656857.108066
  nChanged 1
		SP:Iteration 38Q (189880.860000 sec): 3 clusters
  Score: Raw -661000.327089 + Penalty 4142.983907 = -656857.343182
  nChanged 2
		SP:Iteration 39Q (189881.020000 sec): 3 clusters
  Score: Raw -661000.938732 + Penalty 4142.983907 = -656857.954825
  nChanged 2
		SP:Iteration 40F (189881.190000 sec): 3 clusters
  Score: Raw -661002.564705 + Penalty 4142.983907 = -656859.580798
  nChanged 5
		SP:Iteration 41Q (189881.400000 sec): 3 clusters
  Score: Raw -661004.080980 + Penalty 4142.983907 = -656861.097073
  nChanged 2
		SP:Iteration 42Q (189881.570000 sec): 3 clusters
  Score: Raw -661005.026116 + Penalty 4142.983907 = -656862.042209
  nChanged 6
		SP:Iteration 43Q (189881.730000 sec): 3 clusters
  Score: Raw -661007.130213 + Penalty 4142.983907 = -656864.146306
  nChanged 5
		SP:Iteration 44Q (189881.900000 sec): 3 clusters
  Score: Raw -661009.476334 + Penalty 4142.983907 = -656866.492427
  nChanged 4
		SP:Iteration 45Q (189882.060000 sec): 3 clusters
  Score: Raw -661010.646572 + Penalty 4142.983907 = -656867.662665
  nChanged 2
		SP:Iteration 46Q (189882.230000 sec): 3 clusters
  Score: Raw -661011.268970 + Penalty 4142.983907 = -656868.285063
  nChanged 2
		SP:Iteration 47Q (189882.400000 sec): 3 clusters
  Score: Raw -661011.633084 + Penalty 4142.983907 = -656868.649177
  nChanged 0
		SP:Iteration 48F (189882.560000 sec): 3 clusters
  Score: Raw -661011.633084 + Penalty 4142.983907 = -656868.649177
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (10115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189882.700000 sec): 2 clusters
  Score: Raw -1482938.241079 + Penalty 2287.000138 = -1480651.240942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189882.950000 sec): 3 clusters
  Score: Raw -1477477.399456 + Penalty 4574.000276 = -1472903.399180
  nChanged 4260
		SP:Iteration 1F (189883.180000 sec): 3 clusters
  Score: Raw -1480008.594284 + Penalty 4574.000276 = -1475434.594008
  nChanged 826
		SP:Iteration 2F (189883.390000 sec): 3 clusters
  Score: Raw -1480560.709145 + Penalty 4574.000276 = -1475986.708869
  nChanged 671
		SP:Iteration 3F (189883.660000 sec): 3 clusters
  Score: Raw -1480977.043472 + Penalty 4574.000276 = -1476403.043197
  nChanged 555
		SP:Iteration 4F (189883.860000 sec): 3 clusters
  Score: Raw -1481335.693383 + Penalty 4574.000276 = -1476761.693107
  nChanged 503
		SP:Iteration 5Q (189884.090000 sec): 3 clusters
  Score: Raw -1481675.698577 + Penalty 4574.000276 = -1477101.698301
  nChanged 489
		SP:Iteration 6Q (189884.360000 sec): 3 clusters
  Score: Raw -1481961.650478 + Penalty 4574.000276 = -1477387.650202
  nChanged 419
		SP:Iteration 7Q (189884.600000 sec): 3 clusters
  Score: Raw -1482176.061477 + Penalty 4574.000276 = -1477602.061201
  nChanged 364
		SP:Iteration 8Q (189884.880000 sec): 3 clusters
  Score: Raw -1482345.082589 + Penalty 4574.000276 = -1477771.082313
  nChanged 305
		SP:Iteration 9Q (189885.110000 sec): 3 clusters
  Score: Raw -1482474.630079 + Penalty 4574.000276 = -1477900.629803
  nChanged 266
		SP:Iteration 10Q (189885.380000 sec): 3 clusters
  Score: Raw -1482583.604187 + Penalty 4574.000276 = -1478009.603911
  nChanged 219
		SP:Iteration 11Q (189885.580000 sec): 3 clusters
  Score: Raw -1482685.941199 + Penalty 4574.000276 = -1478111.940924
  nChanged 205
		SP:Iteration 12Q (189885.770000 sec): 3 clusters
  Score: Raw -1482759.514307 + Penalty 4574.000276 = -1478185.514031
  nChanged 158
		SP:Iteration 13Q (189885.970000 sec): 3 clusters
  Score: Raw -1482813.909093 + Penalty 4574.000276 = -1478239.908817
  nChanged 130
		SP:Iteration 14Q (189886.160000 sec): 3 clusters
  Score: Raw -1482857.399288 + Penalty 4574.000276 = -1478283.399012
  nChanged 117
		SP:Iteration 15Q (189886.340000 sec): 3 clusters
  Score: Raw -1482889.645971 + Penalty 4574.000276 = -1478315.645695
  nChanged 102
		SP:Iteration 16Q (189886.530000 sec): 3 clusters
  Score: Raw -1482917.119001 + Penalty 4574.000276 = -1478343.118725
  nChanged 89
		SP:Iteration 17Q (189886.730000 sec): 3 clusters
  Score: Raw -1482935.943525 + Penalty 4574.000276 = -1478361.943250
  nChanged 66
		SP:Iteration 18Q (189886.920000 sec): 3 clusters
  Score: Raw -1482948.661051 + Penalty 4574.000276 = -1478374.660776
  nChanged 58
		SP:Iteration 19Q (189887.110000 sec): 3 clusters
  Score: Raw -1482958.626875 + Penalty 4574.000276 = -1478384.626600
  nChanged 42
		SP:Iteration 20F (189887.300000 sec): 3 clusters
  Score: Raw -1482965.885641 + Penalty 4574.000276 = -1478391.885366
  nChanged 37
		SP:Iteration 21Q (189887.490000 sec): 3 clusters
  Score: Raw -1482972.159543 + Penalty 4574.000276 = -1478398.159267
  nChanged 33
		SP:Iteration 22Q (189887.680000 sec): 3 clusters
  Score: Raw -1482978.938200 + Penalty 4574.000276 = -1478404.937924
  nChanged 27
		SP:Iteration 23Q (189887.870000 sec): 3 clusters
  Score: Raw -1482982.583133 + Penalty 4574.000276 = -1478408.582857
  nChanged 16
		SP:Iteration 24Q (189888.070000 sec): 3 clusters
  Score: Raw -1482984.423672 + Penalty 4574.000276 = -1478410.423396
  nChanged 8
		SP:Iteration 25Q (189888.250000 sec): 3 clusters
  Score: Raw -1482985.513102 + Penalty 4574.000276 = -1478411.512826
  nChanged 9
		SP:Iteration 26Q (189888.450000 sec): 3 clusters
  Score: Raw -1482986.565837 + Penalty 4574.000276 = -1478412.565561
  nChanged 7
		SP:Iteration 27Q (189888.650000 sec): 3 clusters
  Score: Raw -1482987.425758 + Penalty 4574.000276 = -1478413.425482
  nChanged 6
		SP:Iteration 28Q (189888.840000 sec): 3 clusters
  Score: Raw -1482988.060565 + Penalty 4574.000276 = -1478414.060289
  nChanged 4
		SP:Iteration 29Q (189889.030000 sec): 3 clusters
  Score: Raw -1482988.710932 + Penalty 4574.000276 = -1478414.710656
  nChanged 5
		SP:Iteration 30Q (189889.260000 sec): 3 clusters
  Score: Raw -1482989.474843 + Penalty 4574.000276 = -1478415.474567
  nChanged 5
		SP:Iteration 31Q (189889.500000 sec): 3 clusters
  Score: Raw -1482989.951038 + Penalty 4574.000276 = -1478415.950763
  nChanged 2
		SP:Iteration 32Q (189889.730000 sec): 3 clusters
  Score: Raw -1482990.197027 + Penalty 4574.000276 = -1478416.196751
  nChanged 5
		SP:Iteration 33Q (189889.920000 sec): 3 clusters
  Score: Raw -1482990.980144 + Penalty 4574.000276 = -1478416.979868
  nChanged 8
		SP:Iteration 34Q (189890.110000 sec): 3 clusters
  Score: Raw -1482992.286871 + Penalty 4574.000276 = -1478418.286596
  nChanged 15
		SP:Iteration 35Q (189890.350000 sec): 3 clusters
  Score: Raw -1482994.531069 + Penalty 4574.000276 = -1478420.530793
  nChanged 8
		SP:Iteration 36Q (189890.580000 sec): 3 clusters
  Score: Raw -1482995.311615 + Penalty 4574.000276 = -1478421.311340
  nChanged 6
		SP:Iteration 37Q (189890.820000 sec): 3 clusters
  Score: Raw -1482995.920282 + Penalty 4574.000276 = -1478421.920006
  nChanged 4
		SP:Iteration 38Q (189891.010000 sec): 3 clusters
  Score: Raw -1482996.366306 + Penalty 4574.000276 = -1478422.366030
  nChanged 4
		SP:Iteration 39Q (189891.190000 sec): 3 clusters
  Score: Raw -1482996.893672 + Penalty 4574.000276 = -1478422.893396
  nChanged 1
		SP:Iteration 40F (189891.390000 sec): 3 clusters
  Score: Raw -1482996.964627 + Penalty 4574.000276 = -1478422.964352
  nChanged 1
		SP:Iteration 41Q (189891.580000 sec): 3 clusters
  Score: Raw -1482997.119124 + Penalty 4574.000276 = -1478423.118848
  nChanged 1
		SP:Iteration 42Q (189891.780000 sec): 3 clusters
  Score: Raw -1482997.251234 + Penalty 4574.000276 = -1478423.250958
  nChanged 1
		SP:Iteration 43Q (189892.010000 sec): 3 clusters
  Score: Raw -1482997.306484 + Penalty 4574.000276 = -1478423.306208
  nChanged 1
		SP:Iteration 44Q (189892.240000 sec): 3 clusters
  Score: Raw -1482997.358678 + Penalty 4574.000276 = -1478423.358402
  nChanged 2
		SP:Iteration 45Q (189892.480000 sec): 3 clusters
  Score: Raw -1482997.883174 + Penalty 4574.000276 = -1478423.882898
  nChanged 4
		SP:Iteration 46Q (189892.670000 sec): 3 clusters
  Score: Raw -1482998.419125 + Penalty 4574.000276 = -1478424.418849
  nChanged 4
		SP:Iteration 47Q (189892.860000 sec): 3 clusters
  Score: Raw -1482998.963110 + Penalty 4574.000276 = -1478424.962834
  nChanged 7
		SP:Iteration 48Q (189893.050000 sec): 3 clusters
  Score: Raw -1482999.980129 + Penalty 4574.000276 = -1478425.979853
  nChanged 9
		SP:Iteration 49Q (189893.240000 sec): 3 clusters
  Score: Raw -1483001.338975 + Penalty 4574.000276 = -1478427.338699
  nChanged 7
		SP:Iteration 50Q (189893.430000 sec): 3 clusters
  Score: Raw -1483002.161663 + Penalty 4574.000276 = -1478428.161388
  nChanged 9
		SP:Iteration 51Q (189893.620000 sec): 3 clusters
  Score: Raw -1483003.430440 + Penalty 4574.000276 = -1478429.430164
  nChanged 6
		SP:Iteration 52Q (189893.810000 sec): 3 clusters
  Score: Raw -1483004.260463 + Penalty 4574.000276 = -1478430.260187
  nChanged 9
		SP:Iteration 53Q (189894.010000 sec): 3 clusters
  Score: Raw -1483005.159565 + Penalty 4574.000276 = -1478431.159289
  nChanged 4
		SP:Iteration 54Q (189894.200000 sec): 3 clusters
  Score: Raw -1483005.510227 + Penalty 4574.000276 = -1478431.509951
  nChanged 1
		SP:Iteration 55Q (189894.390000 sec): 3 clusters
  Score: Raw -1483005.549668 + Penalty 4574.000276 = -1478431.549392
  nChanged 1
		SP:Iteration 56Q (189894.580000 sec): 3 clusters
  Score: Raw -1483005.651820 + Penalty 4574.000276 = -1478431.651544
  nChanged 1
		SP:Iteration 57Q (189894.810000 sec): 3 clusters
  Score: Raw -1483005.829292 + Penalty 4574.000276 = -1478431.829017
  nChanged 2
		SP:Iteration 58Q (189895.050000 sec): 3 clusters
  Score: Raw -1483006.076993 + Penalty 4574.000276 = -1478432.076718
  nChanged 3
		SP:Iteration 59Q (189895.240000 sec): 3 clusters
  Score: Raw -1483006.558599 + Penalty 4574.000276 = -1478432.558323
  nChanged 3
		SP:Iteration 60F (189895.470000 sec): 3 clusters
  Score: Raw -1483006.863624 + Penalty 4574.000276 = -1478432.863349
  nChanged 4
		SP:Iteration 61Q (189895.660000 sec): 3 clusters
  Score: Raw -1483007.537758 + Penalty 4574.000276 = -1478433.537482
  nChanged 10
		SP:Iteration 62Q (189895.850000 sec): 3 clusters
  Score: Raw -1483009.208796 + Penalty 4574.000276 = -1478435.208520
  nChanged 12
		SP:Iteration 63Q (189896.040000 sec): 3 clusters
  Score: Raw -1483011.233177 + Penalty 4574.000276 = -1478437.232901
  nChanged 17
		SP:Iteration 64Q (189896.230000 sec): 3 clusters
  Score: Raw -1483013.533461 + Penalty 4574.000276 = -1478439.533185
  nChanged 14
		SP:Iteration 65Q (189896.420000 sec): 3 clusters
  Score: Raw -1483015.857619 + Penalty 4574.000276 = -1478441.857343
  nChanged 14
		SP:Iteration 66Q (189896.660000 sec): 3 clusters
  Score: Raw -1483017.279243 + Penalty 4574.000276 = -1478443.278968
  nChanged 8
		SP:Iteration 67Q (189896.880000 sec): 3 clusters
  Score: Raw -1483018.358756 + Penalty 4574.000276 = -1478444.358480
  nChanged 8
		SP:Iteration 68Q (189897.120000 sec): 3 clusters
  Score: Raw -1483019.335331 + Penalty 4574.000276 = -1478445.335055
  nChanged 6
		SP:Iteration 69Q (189897.350000 sec): 3 clusters
  Score: Raw -1483020.844111 + Penalty 4574.000276 = -1478446.843835
  nChanged 11
		SP:Iteration 70Q (189897.630000 sec): 3 clusters
  Score: Raw -1483022.627445 + Penalty 4574.000276 = -1478448.627169
  nChanged 11
		SP:Iteration 71Q (189897.860000 sec): 3 clusters
  Score: Raw -1483025.139161 + Penalty 4574.000276 = -1478451.138885
  nChanged 12
		SP:Iteration 72Q (189898.140000 sec): 3 clusters
  Score: Raw -1483027.516227 + Penalty 4574.000276 = -1478453.515952
  nChanged 14
		SP:Iteration 73Q (189898.400000 sec): 3 clusters
  Score: Raw -1483028.951216 + Penalty 4574.000276 = -1478454.950940
  nChanged 10
		SP:Iteration 74Q (189898.720000 sec): 3 clusters
  Score: Raw -1483030.212569 + Penalty 4574.000276 = -1478456.212293
  nChanged 10
		SP:Iteration 75Q (189898.960000 sec): 3 clusters
  Score: Raw -1483031.671365 + Penalty 4574.000276 = -1478457.671089
  nChanged 12
		SP:Iteration 76Q (189899.200000 sec): 3 clusters
  Score: Raw -1483033.238434 + Penalty 4574.000276 = -1478459.238158
  nChanged 7
		SP:Iteration 77Q (189899.440000 sec): 3 clusters
  Score: Raw -1483034.540095 + Penalty 4574.000276 = -1478460.539819
  nChanged 6
		SP:Iteration 78Q (189899.720000 sec): 3 clusters
  Score: Raw -1483035.477616 + Penalty 4574.000276 = -1478461.477340
  nChanged 6
		SP:Iteration 79Q (189899.960000 sec): 3 clusters
  Score: Raw -1483036.841594 + Penalty 4574.000276 = -1478462.841318
  nChanged 11
		SP:Iteration 80F (189900.200000 sec): 3 clusters
  Score: Raw -1483038.539145 + Penalty 4574.000276 = -1478464.538870
  nChanged 7
		SP:Iteration 81Q (189900.490000 sec): 3 clusters
  Score: Raw -1483039.866903 + Penalty 4574.000276 = -1478465.866627
  nChanged 12
		SP:Iteration 82Q (189900.690000 sec): 3 clusters
  Score: Raw -1483041.648623 + Penalty 4574.000276 = -1478467.648347
  nChanged 15
		SP:Iteration 83Q (189900.940000 sec): 3 clusters
  Score: Raw -1483043.923630 + Penalty 4574.000276 = -1478469.923355
  nChanged 13
		SP:Iteration 84Q (189901.090000 sec): 3 clusters
  Score: Raw -1483045.374918 + Penalty 4574.000276 = -1478471.374642
  nChanged 14
		SP:Iteration 85Q (189901.300000 sec): 3 clusters
  Score: Raw -1483046.991548 + Penalty 4574.000276 = -1478472.991272
  nChanged 11
		SP:Iteration 86Q (189901.610000 sec): 3 clusters
  Score: Raw -1483048.323161 + Penalty 4574.000276 = -1478474.322885
  nChanged 4
		SP:Iteration 87Q (189901.860000 sec): 3 clusters
  Score: Raw -1483048.877987 + Penalty 4574.000276 = -1478474.877711
  nChanged 5
		SP:Iteration 88Q (189902.170000 sec): 3 clusters
  Score: Raw -1483049.320535 + Penalty 4574.000276 = -1478475.320259
  nChanged 1
		SP:Iteration 89Q (189902.400000 sec): 3 clusters
  Score: Raw -1483049.502163 + Penalty 4574.000276 = -1478475.501887
  nChanged 0
		SP:Iteration 90F (189902.630000 sec): 3 clusters
  Score: Raw -1483049.502163 + Penalty 4574.000276 = -1478475.501887
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (26771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189902.910000 sec): 2 clusters
  Score: Raw -4302612.534817 + Penalty 2528.378474 = -4300084.156343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189903.270000 sec): 3 clusters
  Score: Raw -4286653.047651 + Penalty 5056.756948 = -4281596.290704
  nChanged 12043
		SP:Iteration 1F (189903.660000 sec): 3 clusters
  Score: Raw -4293154.433287 + Penalty 5056.756948 = -4288097.676339
  nChanged 1427
		SP:Iteration 2F (189903.990000 sec): 3 clusters
  Score: Raw -4293655.862762 + Penalty 5056.756948 = -4288599.105815
  nChanged 1275
		SP:Iteration 3Q (189904.400000 sec): 3 clusters
  Score: Raw -4294111.759844 + Penalty 5056.756948 = -4289055.002897
  nChanged 1211
		SP:Iteration 4Q (189904.770000 sec): 3 clusters
  Score: Raw -4294610.569514 + Penalty 5056.756948 = -4289553.812567
  nChanged 1310
		SP:Iteration 5Q (189905.190000 sec): 3 clusters
  Score: Raw -4295222.768796 + Penalty 5056.756948 = -4290166.011848
  nChanged 1419
		SP:Iteration 6F (189905.590000 sec): 3 clusters
  Score: Raw -4295997.001612 + Penalty 5056.756948 = -4290940.244665
  nChanged 1586
		SP:Iteration 7F (189905.930000 sec): 3 clusters
  Score: Raw -4296951.999936 + Penalty 5056.756948 = -4291895.242989
  nChanged 1555
		SP:Iteration 8F (189906.300000 sec): 3 clusters
  Score: Raw -4297927.765198 + Penalty 5056.756948 = -4292871.008251
  nChanged 1500
		SP:Iteration 9F (189906.630000 sec): 3 clusters
  Score: Raw -4298924.760419 + Penalty 5056.756948 = -4293868.003472
  nChanged 1358
		SP:Iteration 10F (189907.010000 sec): 3 clusters
  Score: Raw -4299854.594376 + Penalty 5056.756948 = -4294797.837428
  nChanged 1115
		SP:Iteration 11Q (189907.430000 sec): 3 clusters
  Score: Raw -4300697.233828 + Penalty 5056.756948 = -4295640.476880
  nChanged 990
		SP:Iteration 12Q (189907.820000 sec): 3 clusters
  Score: Raw -4301507.752349 + Penalty 5056.756948 = -4296450.995401
  nChanged 919
		SP:Iteration 13Q (189908.240000 sec): 3 clusters
  Score: Raw -4302346.449402 + Penalty 5056.756948 = -4297289.692455
  nChanged 712
		SP:Iteration 14Q (189908.600000 sec): 3 clusters
  Score: Raw -4303018.563038 + Penalty 5056.756948 = -4297961.806091
  nChanged 539
		SP:Iteration 15Q (189908.980000 sec): 3 clusters
  Score: Raw -4303553.916400 + Penalty 5056.756948 = -4298497.159452
  nChanged 363
		SP:Iteration 16Q (189909.290000 sec): 3 clusters
  Score: Raw -4303909.249249 + Penalty 5056.756948 = -4298852.492301
  nChanged 242
		SP:Iteration 17Q (189909.610000 sec): 3 clusters
  Score: Raw -4304116.448182 + Penalty 5056.756948 = -4299059.691235
  nChanged 160
		SP:Iteration 18Q (189909.910000 sec): 3 clusters
  Score: Raw -4304220.572942 + Penalty 5056.756948 = -4299163.815994
  nChanged 111
		SP:Iteration 19Q (189910.300000 sec): 3 clusters
  Score: Raw -4304276.003062 + Penalty 5056.756948 = -4299219.246114
  nChanged 70
		SP:Iteration 20F (189910.640000 sec): 3 clusters
  Score: Raw -4304306.873117 + Penalty 5056.756948 = -4299250.116170
  nChanged 59
		SP:Iteration 21Q (189911.050000 sec): 3 clusters
  Score: Raw -4304334.182637 + Penalty 5056.756948 = -4299277.425690
  nChanged 51
		SP:Iteration 22Q (189911.300000 sec): 3 clusters
  Score: Raw -4304354.005675 + Penalty 5056.756948 = -4299297.248727
  nChanged 18
		SP:Iteration 23Q (189911.660000 sec): 3 clusters
  Score: Raw -4304359.112141 + Penalty 5056.756948 = -4299302.355193
  nChanged 19
		SP:Iteration 24Q (189911.940000 sec): 3 clusters
  Score: Raw -4304365.191735 + Penalty 5056.756948 = -4299308.434787
  nChanged 20
		SP:Iteration 25Q (189912.300000 sec): 3 clusters
  Score: Raw -4304371.429784 + Penalty 5056.756948 = -4299314.672837
  nChanged 17
		SP:Iteration 26Q (189912.540000 sec): 3 clusters
  Score: Raw -4304377.008077 + Penalty 5056.756948 = -4299320.251130
  nChanged 11
		SP:Iteration 27Q (189912.830000 sec): 3 clusters
  Score: Raw -4304379.855883 + Penalty 5056.756948 = -4299323.098935
  nChanged 14
		SP:Iteration 28Q (189913.150000 sec): 3 clusters
  Score: Raw -4304384.358959 + Penalty 5056.756948 = -4299327.602011
  nChanged 15
		SP:Iteration 29Q (189913.490000 sec): 3 clusters
  Score: Raw -4304389.158754 + Penalty 5056.756948 = -4299332.401807
  nChanged 12
		SP:Iteration 30Q (189913.790000 sec): 3 clusters
  Score: Raw -4304391.828903 + Penalty 5056.756948 = -4299335.071955
  nChanged 3
		SP:Iteration 31Q (189914.130000 sec): 3 clusters
  Score: Raw -4304392.331541 + Penalty 5056.756948 = -4299335.574594
  nChanged 3
		SP:Iteration 32Q (189914.470000 sec): 3 clusters
  Score: Raw -4304392.635233 + Penalty 5056.756948 = -4299335.878286
  nChanged 2
		SP:Iteration 33Q (189914.770000 sec): 3 clusters
  Score: Raw -4304392.911135 + Penalty 5056.756948 = -4299336.154187
  nChanged 2
		SP:Iteration 34Q (189915.050000 sec): 3 clusters
  Score: Raw -4304393.155200 + Penalty 5056.756948 = -4299336.398253
  nChanged 2
		SP:Iteration 35Q (189915.390000 sec): 3 clusters
  Score: Raw -4304393.431256 + Penalty 5056.756948 = -4299336.674308
  nChanged 4
		SP:Iteration 36Q (189915.730000 sec): 3 clusters
  Score: Raw -4304394.327048 + Penalty 5056.756948 = -4299337.570101
  nChanged 4
		SP:Iteration 37Q (189916.010000 sec): 3 clusters
  Score: Raw -4304395.459604 + Penalty 5056.756948 = -4299338.702657
  nChanged 7
		SP:Iteration 38Q (189916.380000 sec): 3 clusters
  Score: Raw -4304397.735265 + Penalty 5056.756948 = -4299340.978317
  nChanged 13
		SP:Iteration 39Q (189916.630000 sec): 3 clusters
  Score: Raw -4304400.475014 + Penalty 5056.756948 = -4299343.718066
  nChanged 7
		SP:Iteration 40F (189916.980000 sec): 3 clusters
  Score: Raw -4304401.549287 + Penalty 5056.756948 = -4299344.792339
  nChanged 1
		SP:Iteration 41Q (189917.350000 sec): 3 clusters
  Score: Raw -4304401.773062 + Penalty 5056.756948 = -4299345.016115
  nChanged 1
		SP:Iteration 42Q (189917.620000 sec): 3 clusters
  Score: Raw -4304401.890307 + Penalty 5056.756948 = -4299345.133360
  nChanged 0
		SP:Iteration 43F (189917.980000 sec): 3 clusters
  Score: Raw -4304401.890307 + Penalty 5056.756948 = -4299345.133360
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (128141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189918.900000 sec): 2 clusters
  Score: Raw -20794432.424200 + Penalty 2916.699852 = -20791515.724349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189920.010000 sec): 3 clusters
  Score: Raw -20711914.578853 + Penalty 5833.399704 = -20706081.179149
  nChanged 60753
		SP:Iteration 1F (189921.110000 sec): 3 clusters
  Score: Raw -20746970.751546 + Penalty 5833.399704 = -20741137.351843
  nChanged 3980
		SP:Iteration 2Q (189922.270000 sec): 3 clusters
  Score: Raw -20747879.630328 + Penalty 5833.399704 = -20742046.230625
  nChanged 4258
		SP:Iteration 3Q (189923.480000 sec): 3 clusters
  Score: Raw -20748971.651361 + Penalty 5833.399704 = -20743138.251657
  nChanged 4714
		SP:Iteration 4Q (189924.610000 sec): 3 clusters
  Score: Raw -20750352.026597 + Penalty 5833.399704 = -20744518.626894
  nChanged 5217
		SP:Iteration 5Q (189925.780000 sec): 3 clusters
  Score: Raw -20752037.203273 + Penalty 5833.399704 = -20746203.803569
  nChanged 5643
		SP:Iteration 6Q (189926.930000 sec): 3 clusters
  Score: Raw -20753998.699622 + Penalty 5833.399704 = -20748165.299919
  nChanged 6063
		SP:Iteration 7Q (189928.200000 sec): 3 clusters
  Score: Raw -20756238.281478 + Penalty 5833.399704 = -20750404.881774
  nChanged 6122
		SP:Iteration 8Q (189929.420000 sec): 3 clusters
  Score: Raw -20758596.943593 + Penalty 5833.399704 = -20752763.543890
  nChanged 5846
		SP:Iteration 9Q (189930.620000 sec): 3 clusters
  Score: Raw -20760811.895443 + Penalty 5833.399704 = -20754978.495739
  nChanged 5461
		SP:Iteration 10Q (189931.760000 sec): 3 clusters
  Score: Raw -20762958.312406 + Penalty 5833.399704 = -20757124.912702
  nChanged 5320
		SP:Iteration 11Q (189932.980000 sec): 3 clusters
  Score: Raw -20765250.414397 + Penalty 5833.399704 = -20759417.014693
  nChanged 5475
		SP:Iteration 12Q (189934.170000 sec): 3 clusters
  Score: Raw -20768023.235349 + Penalty 5833.399704 = -20762189.835646
  nChanged 6136
		SP:Iteration 13Q (189935.270000 sec): 3 clusters
  Score: Raw -20771899.722951 + Penalty 5833.399704 = -20766066.323248
  nChanged 6834
		SP:Iteration 14F (189936.170000 sec): 3 clusters
  Score: Raw -20777271.455276 + Penalty 5833.399704 = -20771438.055572
  nChanged 6896
		SP:Iteration 15F (189937.190000 sec): 3 clusters
  Score: Raw -20783711.658486 + Penalty 5833.399704 = -20777878.258782
  nChanged 5680
		SP:Iteration 16Q (189938.300000 sec): 3 clusters
  Score: Raw -20789455.446907 + Penalty 5833.399704 = -20783622.047203
  nChanged 3321
		SP:Iteration 17Q (189939.380000 sec): 3 clusters
  Score: Raw -20792779.010981 + Penalty 5833.399704 = -20786945.611278
  nChanged 1284
		SP:Iteration 18Q (189940.450000 sec): 3 clusters
  Score: Raw -20794080.370029 + Penalty 5833.399704 = -20788246.970326
  nChanged 380
		SP:Iteration 19Q (189941.430000 sec): 3 clusters
  Score: Raw -20794517.246730 + Penalty 5833.399704 = -20788683.847027
  nChanged 140
		SP:Iteration 20F (189942.550000 sec): 3 clusters
  Score: Raw -20794701.941826 + Penalty 5833.399704 = -20788868.542123
  nChanged 45
		SP:Iteration 21Q (189943.580000 sec): 3 clusters
  Score: Raw -20794756.307887 + Penalty 5833.399704 = -20788922.908183
  nChanged 25
		SP:Iteration 22Q (189944.620000 sec): 3 clusters
  Score: Raw -20794783.960184 + Penalty 5833.399704 = -20788950.560481
  nChanged 14
		SP:Iteration 23Q (189945.530000 sec): 3 clusters
  Score: Raw -20794799.424324 + Penalty 5833.399704 = -20788966.024620
  nChanged 5
		SP:Iteration 24Q (189946.490000 sec): 3 clusters
  Score: Raw -20794806.301319 + Penalty 5833.399704 = -20788972.901616
  nChanged 5
		SP:Iteration 25Q (189947.420000 sec): 3 clusters
  Score: Raw -20794812.105993 + Penalty 5833.399704 = -20788978.706289
  nChanged 3
		SP:Iteration 26Q (189948.370000 sec): 3 clusters
  Score: Raw -20794815.726116 + Penalty 5833.399704 = -20788982.326413
  nChanged 3
		SP:Iteration 27Q (189949.330000 sec): 3 clusters
  Score: Raw -20794818.868738 + Penalty 5833.399704 = -20788985.469035
  nChanged 2
		SP:Iteration 28Q (189950.360000 sec): 3 clusters
  Score: Raw -20794822.369936 + Penalty 5833.399704 = -20788988.970232
  nChanged 3
		SP:Iteration 29Q (189951.340000 sec): 3 clusters
  Score: Raw -20794827.991537 + Penalty 5833.399704 = -20788994.591833
  nChanged 5
		SP:Iteration 30Q (189952.240000 sec): 3 clusters
  Score: Raw -20794832.380009 + Penalty 5833.399704 = -20788998.980306
  nChanged 6
		SP:Iteration 31Q (189953.220000 sec): 3 clusters
  Score: Raw -20794839.562310 + Penalty 5833.399704 = -20789006.162607
  nChanged 5
		SP:Iteration 32Q (189954.160000 sec): 3 clusters
  Score: Raw -20794846.083116 + Penalty 5833.399704 = -20789012.683413
  nChanged 2
		SP:Iteration 33Q (189955.140000 sec): 3 clusters
  Score: Raw -20794847.420827 + Penalty 5833.399704 = -20789014.021124
  nChanged 1
		SP:Iteration 34Q (189956.060000 sec): 3 clusters
  Score: Raw -20794848.991377 + Penalty 5833.399704 = -20789015.591673
  nChanged 2
		SP:Iteration 35Q (189957.000000 sec): 3 clusters
  Score: Raw -20794849.822244 + Penalty 5833.399704 = -20789016.422541
  nChanged 0
		SP:Iteration 36F (189958.150000 sec): 3 clusters
  Score: Raw -20794849.822244 + Penalty 5833.399704 = -20789016.422541
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (8260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189958.260000 sec): 2 clusters
  Score: Raw -1170974.617347 + Penalty 2236.756607 = -1168737.860740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189958.470000 sec): 3 clusters
  Score: Raw -1166760.397316 + Penalty 4473.513214 = -1162286.884102
  nChanged 3398
		SP:Iteration 1F (189958.680000 sec): 3 clusters
  Score: Raw -1168837.692818 + Penalty 4473.513214 = -1164364.179604
  nChanged 670
		SP:Iteration 2F (189958.860000 sec): 3 clusters
  Score: Raw -1169372.616889 + Penalty 4473.513214 = -1164899.103675
  nChanged 576
		SP:Iteration 3F (189959.110000 sec): 3 clusters
  Score: Raw -1169850.596001 + Penalty 4473.513214 = -1165377.082787
  nChanged 516
		SP:Iteration 4F (189959.380000 sec): 3 clusters
  Score: Raw -1170211.506645 + Penalty 4473.513214 = -1165737.993431
  nChanged 436
		SP:Iteration 5F (189959.680000 sec): 3 clusters
  Score: Raw -1170480.232037 + Penalty 4473.513214 = -1166006.718823
  nChanged 347
		SP:Iteration 6Q (189959.900000 sec): 3 clusters
  Score: Raw -1170695.065601 + Penalty 4473.513214 = -1166221.552388
  nChanged 298
		SP:Iteration 7Q (189960.140000 sec): 3 clusters
  Score: Raw -1170874.819617 + Penalty 4473.513214 = -1166401.306403
  nChanged 265
		SP:Iteration 8Q (189960.360000 sec): 3 clusters
  Score: Raw -1171030.128030 + Penalty 4473.513214 = -1166556.614816
  nChanged 238
		SP:Iteration 9Q (189960.640000 sec): 3 clusters
  Score: Raw -1171145.429814 + Penalty 4473.513214 = -1166671.916600
  nChanged 198
		SP:Iteration 10Q (189960.860000 sec): 3 clusters
  Score: Raw -1171259.308701 + Penalty 4473.513214 = -1166785.795487
  nChanged 186
		SP:Iteration 11Q (189961.120000 sec): 3 clusters
  Score: Raw -1171355.140333 + Penalty 4473.513214 = -1166881.627119
  nChanged 147
		SP:Iteration 12Q (189961.340000 sec): 3 clusters
  Score: Raw -1171418.971431 + Penalty 4473.513214 = -1166945.458218
  nChanged 129
		SP:Iteration 13Q (189961.570000 sec): 3 clusters
  Score: Raw -1171469.744502 + Penalty 4473.513214 = -1166996.231288
  nChanged 109
		SP:Iteration 14Q (189961.830000 sec): 3 clusters
  Score: Raw -1171507.278690 + Penalty 4473.513214 = -1167033.765476
  nChanged 71
		SP:Iteration 15Q (189962.090000 sec): 3 clusters
  Score: Raw -1171529.198248 + Penalty 4473.513214 = -1167055.685034
  nChanged 61
		SP:Iteration 16Q (189962.250000 sec): 3 clusters
  Score: Raw -1171547.196838 + Penalty 4473.513214 = -1167073.683625
  nChanged 65
		SP:Iteration 17Q (189962.510000 sec): 3 clusters
  Score: Raw -1171569.830165 + Penalty 4473.513214 = -1167096.316952
  nChanged 57
		SP:Iteration 18Q (189962.730000 sec): 3 clusters
  Score: Raw -1171587.122635 + Penalty 4473.513214 = -1167113.609422
  nChanged 61
		SP:Iteration 19Q (189962.990000 sec): 3 clusters
  Score: Raw -1171607.164281 + Penalty 4473.513214 = -1167133.651067
  nChanged 53
		SP:Iteration 20F (189963.190000 sec): 3 clusters
  Score: Raw -1171619.987520 + Penalty 4473.513214 = -1167146.474306
  nChanged 48
		SP:Iteration 21Q (189963.480000 sec): 3 clusters
  Score: Raw -1171639.959288 + Penalty 4473.513214 = -1167166.446074
  nChanged 51
		SP:Iteration 22Q (189963.760000 sec): 3 clusters
  Score: Raw -1171661.693096 + Penalty 4473.513214 = -1167188.179882
  nChanged 58
		SP:Iteration 23Q (189963.940000 sec): 3 clusters
  Score: Raw -1171685.734452 + Penalty 4473.513214 = -1167212.221238
  nChanged 53
		SP:Iteration 24Q (189964.140000 sec): 3 clusters
  Score: Raw -1171707.344116 + Penalty 4473.513214 = -1167233.830902
  nChanged 54
		SP:Iteration 25Q (189964.350000 sec): 3 clusters
  Score: Raw -1171724.085078 + Penalty 4473.513214 = -1167250.571864
  nChanged 34
		SP:Iteration 26Q (189964.620000 sec): 3 clusters
  Score: Raw -1171736.258226 + Penalty 4473.513214 = -1167262.745012
  nChanged 36
		SP:Iteration 27Q (189964.830000 sec): 3 clusters
  Score: Raw -1171745.745290 + Penalty 4473.513214 = -1167272.232076
  nChanged 27
		SP:Iteration 28Q (189965.130000 sec): 3 clusters
  Score: Raw -1171752.258965 + Penalty 4473.513214 = -1167278.745751
  nChanged 26
		SP:Iteration 29Q (189965.430000 sec): 3 clusters
  Score: Raw -1171759.642108 + Penalty 4473.513214 = -1167286.128894
  nChanged 17
		SP:Iteration 30Q (189965.680000 sec): 3 clusters
  Score: Raw -1171763.965656 + Penalty 4473.513214 = -1167290.452442
  nChanged 15
		SP:Iteration 31Q (189965.960000 sec): 3 clusters
  Score: Raw -1171767.113388 + Penalty 4473.513214 = -1167293.600174
  nChanged 17
		SP:Iteration 32Q (189966.190000 sec): 3 clusters
  Score: Raw -1171770.075424 + Penalty 4473.513214 = -1167296.562210
  nChanged 13
		SP:Iteration 33Q (189966.420000 sec): 3 clusters
  Score: Raw -1171772.952138 + Penalty 4473.513214 = -1167299.438924
  nChanged 10
		SP:Iteration 34Q (189966.690000 sec): 3 clusters
  Score: Raw -1171775.190629 + Penalty 4473.513214 = -1167301.677416
  nChanged 8
		SP:Iteration 35Q (189966.920000 sec): 3 clusters
  Score: Raw -1171776.449709 + Penalty 4473.513214 = -1167302.936495
  nChanged 6
		SP:Iteration 36Q (189967.250000 sec): 3 clusters
  Score: Raw -1171777.256746 + Penalty 4473.513214 = -1167303.743532
  nChanged 4
		SP:Iteration 37Q (189967.480000 sec): 3 clusters
  Score: Raw -1171777.479255 + Penalty 4473.513214 = -1167303.966041
  nChanged 4
		SP:Iteration 38Q (189967.660000 sec): 3 clusters
  Score: Raw -1171777.862145 + Penalty 4473.513214 = -1167304.348931
  nChanged 1
		SP:Iteration 39Q (189967.860000 sec): 3 clusters
  Score: Raw -1171777.926448 + Penalty 4473.513214 = -1167304.413234
  nChanged 0
		SP:Iteration 40F (189968.070000 sec): 3 clusters
  Score: Raw -1171777.926448 + Penalty 4473.513214 = -1167304.413234
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (11487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189968.230000 sec): 2 clusters
  Score: Raw -1794021.847434 + Penalty 2318.544868 = -1791703.302566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189968.440000 sec): 3 clusters
  Score: Raw -1787782.587293 + Penalty 4637.089735 = -1783145.497558
  nChanged 4886
		SP:Iteration 1F (189968.670000 sec): 3 clusters
  Score: Raw -1790492.591917 + Penalty 4637.089735 = -1785855.502182
  nChanged 710
		SP:Iteration 2F (189968.900000 sec): 3 clusters
  Score: Raw -1790881.744112 + Penalty 4637.089735 = -1786244.654377
  nChanged 637
		SP:Iteration 3F (189969.160000 sec): 3 clusters
  Score: Raw -1791239.486760 + Penalty 4637.089735 = -1786602.397025
  nChanged 619
		SP:Iteration 4F (189969.420000 sec): 3 clusters
  Score: Raw -1791584.119468 + Penalty 4637.089735 = -1786947.029733
  nChanged 568
		SP:Iteration 5Q (189969.690000 sec): 3 clusters
  Score: Raw -1791894.535559 + Penalty 4637.089735 = -1787257.445824
  nChanged 518
		SP:Iteration 6Q (189969.970000 sec): 3 clusters
  Score: Raw -1792160.516162 + Penalty 4637.089735 = -1787523.426426
  nChanged 450
		SP:Iteration 7Q (189970.300000 sec): 3 clusters
  Score: Raw -1792362.770153 + Penalty 4637.089735 = -1787725.680418
  nChanged 363
		SP:Iteration 8Q (189970.620000 sec): 3 clusters
  Score: Raw -1792525.526184 + Penalty 4637.089735 = -1787888.436449
  nChanged 331
		SP:Iteration 9Q (189970.890000 sec): 3 clusters
  Score: Raw -1792657.784561 + Penalty 4637.089735 = -1788020.694826
  nChanged 296
		SP:Iteration 10Q (189971.220000 sec): 3 clusters
  Score: Raw -1792767.063917 + Penalty 4637.089735 = -1788129.974182
  nChanged 225
		SP:Iteration 11Q (189971.490000 sec): 3 clusters
  Score: Raw -1792840.189625 + Penalty 4637.089735 = -1788203.099890
  nChanged 193
		SP:Iteration 12Q (189971.810000 sec): 3 clusters
  Score: Raw -1792895.238889 + Penalty 4637.089735 = -1788258.149154
  nChanged 169
		SP:Iteration 13Q (189972.200000 sec): 3 clusters
  Score: Raw -1792947.754408 + Penalty 4637.089735 = -1788310.664673
  nChanged 175
		SP:Iteration 14Q (189972.470000 sec): 3 clusters
  Score: Raw -1792991.484362 + Penalty 4637.089735 = -1788354.394627
  nChanged 125
		SP:Iteration 15Q (189972.750000 sec): 3 clusters
  Score: Raw -1793020.489757 + Penalty 4637.089735 = -1788383.400022
  nChanged 112
		SP:Iteration 16Q (189973.060000 sec): 3 clusters
  Score: Raw -1793044.631529 + Penalty 4637.089735 = -1788407.541794
  nChanged 100
		SP:Iteration 17Q (189973.350000 sec): 3 clusters
  Score: Raw -1793065.827916 + Penalty 4637.089735 = -1788428.738181
  nChanged 103
		SP:Iteration 18Q (189973.620000 sec): 3 clusters
  Score: Raw -1793087.448871 + Penalty 4637.089735 = -1788450.359136
  nChanged 67
		SP:Iteration 19Q (189973.850000 sec): 3 clusters
  Score: Raw -1793101.589032 + Penalty 4637.089735 = -1788464.499297
  nChanged 62
		SP:Iteration 20F (189974.190000 sec): 3 clusters
  Score: Raw -1793113.683590 + Penalty 4637.089735 = -1788476.593855
  nChanged 50
		SP:Iteration 21Q (189974.490000 sec): 3 clusters
  Score: Raw -1793122.541894 + Penalty 4637.089735 = -1788485.452159
  nChanged 58
		SP:Iteration 22Q (189974.760000 sec): 3 clusters
  Score: Raw -1793133.193912 + Penalty 4637.089735 = -1788496.104177
  nChanged 60
		SP:Iteration 23Q (189975.060000 sec): 3 clusters
  Score: Raw -1793145.811826 + Penalty 4637.089735 = -1788508.722091
  nChanged 58
		SP:Iteration 24Q (189975.330000 sec): 3 clusters
  Score: Raw -1793155.107607 + Penalty 4637.089735 = -1788518.017872
  nChanged 50
		SP:Iteration 25Q (189975.570000 sec): 3 clusters
  Score: Raw -1793164.196493 + Penalty 4637.089735 = -1788527.106758
  nChanged 47
		SP:Iteration 26Q (189975.850000 sec): 3 clusters
  Score: Raw -1793171.319788 + Penalty 4637.089735 = -1788534.230053
  nChanged 42
		SP:Iteration 27Q (189976.080000 sec): 3 clusters
  Score: Raw -1793176.932743 + Penalty 4637.089735 = -1788539.843008
  nChanged 34
		SP:Iteration 28Q (189976.310000 sec): 3 clusters
  Score: Raw -1793183.479955 + Penalty 4637.089735 = -1788546.390220
  nChanged 40
		SP:Iteration 29Q (189976.560000 sec): 3 clusters
  Score: Raw -1793190.885006 + Penalty 4637.089735 = -1788553.795271
  nChanged 45
		SP:Iteration 30Q (189976.840000 sec): 3 clusters
  Score: Raw -1793200.017754 + Penalty 4637.089735 = -1788562.928018
  nChanged 48
		SP:Iteration 31Q (189977.090000 sec): 3 clusters
  Score: Raw -1793208.847487 + Penalty 4637.089735 = -1788571.757752
  nChanged 43
		SP:Iteration 32Q (189977.350000 sec): 3 clusters
  Score: Raw -1793217.680426 + Penalty 4637.089735 = -1788580.590691
  nChanged 48
		SP:Iteration 33Q (189977.560000 sec): 3 clusters
  Score: Raw -1793225.718006 + Penalty 4637.089735 = -1788588.628271
  nChanged 37
		SP:Iteration 34Q (189977.820000 sec): 3 clusters
  Score: Raw -1793231.560349 + Penalty 4637.089735 = -1788594.470614
  nChanged 33
		SP:Iteration 35Q (189978.000000 sec): 3 clusters
  Score: Raw -1793236.871972 + Penalty 4637.089735 = -1788599.782237
  nChanged 30
		SP:Iteration 36Q (189978.220000 sec): 3 clusters
  Score: Raw -1793241.147851 + Penalty 4637.089735 = -1788604.058115
  nChanged 37
		SP:Iteration 37Q (189978.500000 sec): 3 clusters
  Score: Raw -1793246.730211 + Penalty 4637.089735 = -1788609.640476
  nChanged 30
		SP:Iteration 38Q (189978.750000 sec): 3 clusters
  Score: Raw -1793251.317325 + Penalty 4637.089735 = -1788614.227590
  nChanged 24
		SP:Iteration 39Q (189979.050000 sec): 3 clusters
  Score: Raw -1793255.050252 + Penalty 4637.089735 = -1788617.960517
  nChanged 36
		SP:Iteration 40F (189979.460000 sec): 3 clusters
  Score: Raw -1793261.055719 + Penalty 4637.089735 = -1788623.965984
  nChanged 35
		SP:Iteration 41Q (189979.740000 sec): 3 clusters
  Score: Raw -1793266.197635 + Penalty 4637.089735 = -1788629.107900
  nChanged 30
		SP:Iteration 42Q (189979.980000 sec): 3 clusters
  Score: Raw -1793270.033696 + Penalty 4637.089735 = -1788632.943961
  nChanged 35
		SP:Iteration 43Q (189980.290000 sec): 3 clusters
  Score: Raw -1793274.973727 + Penalty 4637.089735 = -1788637.883992
  nChanged 36
		SP:Iteration 44Q (189980.560000 sec): 3 clusters
  Score: Raw -1793279.785507 + Penalty 4637.089735 = -1788642.695771
  nChanged 42
		SP:Iteration 45Q (189980.860000 sec): 3 clusters
  Score: Raw -1793286.528344 + Penalty 4637.089735 = -1788649.438609
  nChanged 32
		SP:Iteration 46Q (189981.140000 sec): 3 clusters
  Score: Raw -1793290.752274 + Penalty 4637.089735 = -1788653.662539
  nChanged 21
		SP:Iteration 47Q (189981.390000 sec): 3 clusters
  Score: Raw -1793293.068107 + Penalty 4637.089735 = -1788655.978371
  nChanged 22
		SP:Iteration 48Q (189981.650000 sec): 3 clusters
  Score: Raw -1793296.096781 + Penalty 4637.089735 = -1788659.007045
  nChanged 17
		SP:Iteration 49Q (189981.880000 sec): 3 clusters
  Score: Raw -1793297.841645 + Penalty 4637.089735 = -1788660.751910
  nChanged 10
		SP:Iteration 50Q (189982.150000 sec): 3 clusters
  Score: Raw -1793298.778428 + Penalty 4637.089735 = -1788661.688693
  nChanged 11
		SP:Iteration 51Q (189982.450000 sec): 3 clusters
  Score: Raw -1793300.634690 + Penalty 4637.089735 = -1788663.544955
  nChanged 14
		SP:Iteration 52Q (189982.740000 sec): 3 clusters
  Score: Raw -1793302.164532 + Penalty 4637.089735 = -1788665.074797
  nChanged 15
		SP:Iteration 53Q (189982.980000 sec): 3 clusters
  Score: Raw -1793304.529965 + Penalty 4637.089735 = -1788667.440230
  nChanged 16
		SP:Iteration 54Q (189983.240000 sec): 3 clusters
  Score: Raw -1793307.346510 + Penalty 4637.089735 = -1788670.256775
  nChanged 21
		SP:Iteration 55Q (189983.530000 sec): 3 clusters
  Score: Raw -1793311.634894 + Penalty 4637.089735 = -1788674.545159
  nChanged 35
		SP:Iteration 56Q (189983.840000 sec): 3 clusters
  Score: Raw -1793316.996217 + Penalty 4637.089735 = -1788679.906482
  nChanged 23
		SP:Iteration 57Q (189984.160000 sec): 3 clusters
  Score: Raw -1793320.244637 + Penalty 4637.089735 = -1788683.154902
  nChanged 26
		SP:Iteration 58Q (189984.470000 sec): 3 clusters
  Score: Raw -1793325.038365 + Penalty 4637.089735 = -1788687.948630
  nChanged 29
		SP:Iteration 59Q (189984.810000 sec): 3 clusters
  Score: Raw -1793329.889534 + Penalty 4637.089735 = -1788692.799799
  nChanged 33
		SP:Iteration 60F (189985.080000 sec): 3 clusters
  Score: Raw -1793335.272788 + Penalty 4637.089735 = -1788698.183053
  nChanged 31
		SP:Iteration 61Q (189985.430000 sec): 3 clusters
  Score: Raw -1793340.881349 + Penalty 4637.089735 = -1788703.791614
  nChanged 31
		SP:Iteration 62Q (189985.730000 sec): 3 clusters
  Score: Raw -1793346.572879 + Penalty 4637.089735 = -1788709.483144
  nChanged 34
		SP:Iteration 63Q (189985.930000 sec): 3 clusters
  Score: Raw -1793352.603859 + Penalty 4637.089735 = -1788715.514124
  nChanged 32
		SP:Iteration 64Q (189986.170000 sec): 3 clusters
  Score: Raw -1793358.479836 + Penalty 4637.089735 = -1788721.390101
  nChanged 39
		SP:Iteration 65Q (189986.410000 sec): 3 clusters
  Score: Raw -1793366.013401 + Penalty 4637.089735 = -1788728.923666
  nChanged 47
		SP:Iteration 66Q (189986.710000 sec): 3 clusters
  Score: Raw -1793375.896869 + Penalty 4637.089735 = -1788738.807133
  nChanged 52
		SP:Iteration 67Q (189986.950000 sec): 3 clusters
  Score: Raw -1793387.795048 + Penalty 4637.089735 = -1788750.705313
  nChanged 66
		SP:Iteration 68Q (189987.180000 sec): 3 clusters
  Score: Raw -1793403.301998 + Penalty 4637.089735 = -1788766.212263
  nChanged 52
		SP:Iteration 69Q (189987.440000 sec): 3 clusters
  Score: Raw -1793414.123509 + Penalty 4637.089735 = -1788777.033773
  nChanged 49
		SP:Iteration 70Q (189987.670000 sec): 3 clusters
  Score: Raw -1793423.024764 + Penalty 4637.089735 = -1788785.935029
  nChanged 49
		SP:Iteration 71Q (189987.910000 sec): 3 clusters
  Score: Raw -1793430.780181 + Penalty 4637.089735 = -1788793.690445
  nChanged 35
		SP:Iteration 72Q (189988.180000 sec): 3 clusters
  Score: Raw -1793436.795216 + Penalty 4637.089735 = -1788799.705480
  nChanged 40
		SP:Iteration 73Q (189988.410000 sec): 3 clusters
  Score: Raw -1793444.578326 + Penalty 4637.089735 = -1788807.488591
  nChanged 47
		SP:Iteration 74Q (189988.670000 sec): 3 clusters
  Score: Raw -1793457.473262 + Penalty 4637.089735 = -1788820.383527
  nChanged 55
		SP:Iteration 75Q (189988.870000 sec): 3 clusters
  Score: Raw -1793472.063332 + Penalty 4637.089735 = -1788834.973597
  nChanged 71
		SP:Iteration 76Q (189989.130000 sec): 3 clusters
  Score: Raw -1793492.935970 + Penalty 4637.089735 = -1788855.846234
  nChanged 83
		SP:Iteration 77Q (189989.440000 sec): 3 clusters
  Score: Raw -1793517.254171 + Penalty 4637.089735 = -1788880.164436
  nChanged 91
		SP:Iteration 78Q (189989.620000 sec): 3 clusters
  Score: Raw -1793540.890801 + Penalty 4637.089735 = -1788903.801066
  nChanged 97
		SP:Iteration 79Q (189989.870000 sec): 3 clusters
  Score: Raw -1793568.049108 + Penalty 4637.089735 = -1788930.959373
  nChanged 92
		SP:Iteration 80F (189990.050000 sec): 3 clusters
  Score: Raw -1793593.417968 + Penalty 4637.089735 = -1788956.328233
  nChanged 91
		SP:Iteration 81Q (189990.300000 sec): 3 clusters
  Score: Raw -1793619.890509 + Penalty 4637.089735 = -1788982.800774
  nChanged 101
		SP:Iteration 82Q (189990.520000 sec): 3 clusters
  Score: Raw -1793652.877540 + Penalty 4637.089735 = -1789015.787805
  nChanged 137
		SP:Iteration 83Q (189990.740000 sec): 3 clusters
  Score: Raw -1793702.911362 + Penalty 4637.089735 = -1789065.821627
  nChanged 152
		SP:Iteration 84Q (189990.890000 sec): 3 clusters
  Score: Raw -1793767.796086 + Penalty 4637.089735 = -1789130.706351
  nChanged 153
		SP:Iteration 85Q (189991.150000 sec): 3 clusters
  Score: Raw -1793831.471800 + Penalty 4637.089735 = -1789194.382065
  nChanged 140
		SP:Iteration 86Q (189991.420000 sec): 3 clusters
  Score: Raw -1793890.876625 + Penalty 4637.089735 = -1789253.786890
  nChanged 142
		SP:Iteration 87Q (189991.710000 sec): 3 clusters
  Score: Raw -1793950.147717 + Penalty 4637.089735 = -1789313.057982
  nChanged 144
		SP:Iteration 88Q (189991.950000 sec): 3 clusters
  Score: Raw -1794006.882525 + Penalty 4637.089735 = -1789369.792790
  nChanged 125
		SP:Iteration 89Q (189992.180000 sec): 3 clusters
  Score: Raw -1794055.230178 + Penalty 4637.089735 = -1789418.140443
  nChanged 113
		SP:Iteration 90Q (189992.420000 sec): 3 clusters
  Score: Raw -1794103.228249 + Penalty 4637.089735 = -1789466.138514
  nChanged 133
		SP:Iteration 91Q (189992.730000 sec): 3 clusters
  Score: Raw -1794158.187224 + Penalty 4637.089735 = -1789521.097489
  nChanged 121
		SP:Iteration 92Q (189992.990000 sec): 3 clusters
  Score: Raw -1794206.135172 + Penalty 4637.089735 = -1789569.045437
  nChanged 123
		SP:Iteration 93Q (189993.210000 sec): 3 clusters
  Score: Raw -1794258.746624 + Penalty 4637.089735 = -1789621.656889
  nChanged 114
		SP:Iteration 94Q (189993.530000 sec): 3 clusters
  Score: Raw -1794299.818412 + Penalty 4637.089735 = -1789662.728677
  nChanged 95
		SP:Iteration 95Q (189993.800000 sec): 3 clusters
  Score: Raw -1794345.745556 + Penalty 4637.089735 = -1789708.655820
  nChanged 94
		SP:Iteration 96Q (189994.070000 sec): 3 clusters
  Score: Raw -1794385.476285 + Penalty 4637.089735 = -1789748.386550
  nChanged 90
		SP:Iteration 97Q (189994.370000 sec): 3 clusters
  Score: Raw -1794427.976530 + Penalty 4637.089735 = -1789790.886795
  nChanged 92
		SP:Iteration 98Q (189994.660000 sec): 3 clusters
  Score: Raw -1794470.629405 + Penalty 4637.089735 = -1789833.539670
  nChanged 73
		SP:Iteration 99Q (189994.950000 sec): 3 clusters
  Score: Raw -1794498.738537 + Penalty 4637.089735 = -1789861.648802
  nChanged 54
		SP:Iteration 100F (189995.150000 sec): 3 clusters
  Score: Raw -1794519.735882 + Penalty 4637.089735 = -1789882.646146
  nChanged 42
		SP:Iteration 101Q (189995.360000 sec): 3 clusters
  Score: Raw -1794535.486727 + Penalty 4637.089735 = -1789898.396992
  nChanged 43
		SP:Iteration 102Q (189995.670000 sec): 3 clusters
  Score: Raw -1794553.041191 + Penalty 4637.089735 = -1789915.951456
  nChanged 41
		SP:Iteration 103Q (189995.960000 sec): 3 clusters
  Score: Raw -1794570.695143 + Penalty 4637.089735 = -1789933.605408
  nChanged 45
		SP:Iteration 104Q (189996.240000 sec): 3 clusters
  Score: Raw -1794588.547773 + Penalty 4637.089735 = -1789951.458038
  nChanged 44
		SP:Iteration 105Q (189996.530000 sec): 3 clusters
  Score: Raw -1794607.899608 + Penalty 4637.089735 = -1789970.809873
  nChanged 38
		SP:Iteration 106Q (189996.820000 sec): 3 clusters
  Score: Raw -1794626.357888 + Penalty 4637.089735 = -1789989.268153
  nChanged 23
		SP:Iteration 107Q (189997.150000 sec): 3 clusters
  Score: Raw -1794635.956000 + Penalty 4637.089735 = -1789998.866265
  nChanged 32
		SP:Iteration 108Q (189997.370000 sec): 3 clusters
  Score: Raw -1794647.182187 + Penalty 4637.089735 = -1790010.092452
  nChanged 24
		SP:Iteration 109Q (189997.590000 sec): 3 clusters
  Score: Raw -1794654.977695 + Penalty 4637.089735 = -1790017.887959
  nChanged 18
		SP:Iteration 110Q (189997.860000 sec): 3 clusters
  Score: Raw -1794659.246471 + Penalty 4637.089735 = -1790022.156736
  nChanged 11
		SP:Iteration 111Q (189998.120000 sec): 3 clusters
  Score: Raw -1794662.182080 + Penalty 4637.089735 = -1790025.092345
  nChanged 10
		SP:Iteration 112Q (189998.330000 sec): 3 clusters
  Score: Raw -1794665.138571 + Penalty 4637.089735 = -1790028.048835
  nChanged 9
		SP:Iteration 113Q (189998.650000 sec): 3 clusters
  Score: Raw -1794667.112496 + Penalty 4637.089735 = -1790030.022761
  nChanged 7
		SP:Iteration 114Q (189998.910000 sec): 3 clusters
  Score: Raw -1794668.954078 + Penalty 4637.089735 = -1790031.864343
  nChanged 5
		SP:Iteration 115Q (189999.160000 sec): 3 clusters
  Score: Raw -1794671.198964 + Penalty 4637.089735 = -1790034.109229
  nChanged 6
		SP:Iteration 116Q (189999.400000 sec): 3 clusters
  Score: Raw -1794672.872503 + Penalty 4637.089735 = -1790035.782768
  nChanged 5
		SP:Iteration 117Q (189999.670000 sec): 3 clusters
  Score: Raw -1794674.268675 + Penalty 4637.089735 = -1790037.178940
  nChanged 3
		SP:Iteration 118Q (190000.000000 sec): 3 clusters
  Score: Raw -1794674.774588 + Penalty 4637.089735 = -1790037.684853
  nChanged 3
		SP:Iteration 119Q (190000.270000 sec): 3 clusters
  Score: Raw -1794675.416922 + Penalty 4637.089735 = -1790038.327187
  nChanged 5
		SP:Iteration 120F (190000.540000 sec): 3 clusters
  Score: Raw -1794676.970754 + Penalty 4637.089735 = -1790039.881019
  nChanged 4
		SP:Iteration 121Q (190000.790000 sec): 3 clusters
  Score: Raw -1794677.775094 + Penalty 4637.089735 = -1790040.685359
  nChanged 5
		SP:Iteration 122Q (190001.070000 sec): 3 clusters
  Score: Raw -1794678.837203 + Penalty 4637.089735 = -1790041.747468
  nChanged 1
		SP:Iteration 123Q (190001.320000 sec): 3 clusters
  Score: Raw -1794679.179182 + Penalty 4637.089735 = -1790042.089447
  nChanged 2
		SP:Iteration 124Q (190001.560000 sec): 3 clusters
  Score: Raw -1794679.690610 + Penalty 4637.089735 = -1790042.600875
  nChanged 1
		SP:Iteration 125Q (190001.880000 sec): 3 clusters
  Score: Raw -1794680.016520 + Penalty 4637.089735 = -1790042.926785
  nChanged 0
		SP:Iteration 126F (190002.180000 sec): 3 clusters
  Score: Raw -1794680.016520 + Penalty 4637.089735 = -1790042.926785
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (10513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190002.350000 sec): 2 clusters
  Score: Raw -1673726.900665 + Penalty 2296.571231 = -1671430.329435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190002.580000 sec): 3 clusters
  Score: Raw -1668084.600481 + Penalty 4593.142461 = -1663491.458020
  nChanged 4393
		SP:Iteration 1F (190002.850000 sec): 3 clusters
  Score: Raw -1670808.207005 + Penalty 4593.142461 = -1666215.064543
  nChanged 958
		SP:Iteration 2F (190003.120000 sec): 3 clusters
  Score: Raw -1671750.169082 + Penalty 4593.142461 = -1667157.026621
  nChanged 968
		SP:Iteration 3F (190003.360000 sec): 3 clusters
  Score: Raw -1672793.483950 + Penalty 4593.142461 = -1668200.341489
  nChanged 922
		SP:Iteration 4F (190003.660000 sec): 3 clusters
  Score: Raw -1673673.966650 + Penalty 4593.142461 = -1669080.824189
  nChanged 624
		SP:Iteration 5F (190003.990000 sec): 3 clusters
  Score: Raw -1674155.826088 + Penalty 4593.142461 = -1669562.683627
  nChanged 406
		SP:Iteration 6Q (190004.200000 sec): 3 clusters
  Score: Raw -1674403.099082 + Penalty 4593.142461 = -1669809.956620
  nChanged 285
		SP:Iteration 7Q (190004.500000 sec): 3 clusters
  Score: Raw -1674537.716896 + Penalty 4593.142461 = -1669944.574435
  nChanged 206
		SP:Iteration 8Q (190004.780000 sec): 3 clusters
  Score: Raw -1674624.193211 + Penalty 4593.142461 = -1670031.050750
  nChanged 160
		SP:Iteration 9Q (190005.050000 sec): 3 clusters
  Score: Raw -1674677.090539 + Penalty 4593.142461 = -1670083.948078
  nChanged 124
		SP:Iteration 10Q (190005.430000 sec): 3 clusters
  Score: Raw -1674715.051428 + Penalty 4593.142461 = -1670121.908967
  nChanged 104
		SP:Iteration 11Q (190005.680000 sec): 3 clusters
  Score: Raw -1674744.234358 + Penalty 4593.142461 = -1670151.091897
  nChanged 96
		SP:Iteration 12Q (190005.860000 sec): 3 clusters
  Score: Raw -1674772.071223 + Penalty 4593.142461 = -1670178.928762
  nChanged 87
		SP:Iteration 13Q (190006.160000 sec): 3 clusters
  Score: Raw -1674798.947774 + Penalty 4593.142461 = -1670205.805313
  nChanged 92
		SP:Iteration 14Q (190006.430000 sec): 3 clusters
  Score: Raw -1674822.153375 + Penalty 4593.142461 = -1670229.010914
  nChanged 68
		SP:Iteration 15Q (190006.760000 sec): 3 clusters
  Score: Raw -1674839.357023 + Penalty 4593.142461 = -1670246.214562
  nChanged 60
		SP:Iteration 16Q (190006.950000 sec): 3 clusters
  Score: Raw -1674855.976816 + Penalty 4593.142461 = -1670262.834355
  nChanged 59
		SP:Iteration 17Q (190007.180000 sec): 3 clusters
  Score: Raw -1674870.596071 + Penalty 4593.142461 = -1670277.453610
  nChanged 66
		SP:Iteration 18Q (190007.350000 sec): 3 clusters
  Score: Raw -1674885.294735 + Penalty 4593.142461 = -1670292.152274
  nChanged 57
		SP:Iteration 19Q (190007.550000 sec): 3 clusters
  Score: Raw -1674897.822128 + Penalty 4593.142461 = -1670304.679667
  nChanged 52
		SP:Iteration 20F (190007.820000 sec): 3 clusters
  Score: Raw -1674910.022791 + Penalty 4593.142461 = -1670316.880330
  nChanged 52
		SP:Iteration 21Q (190008.040000 sec): 3 clusters
  Score: Raw -1674920.877047 + Penalty 4593.142461 = -1670327.734586
  nChanged 51
		SP:Iteration 22Q (190008.200000 sec): 3 clusters
  Score: Raw -1674931.555913 + Penalty 4593.142461 = -1670338.413451
  nChanged 48
		SP:Iteration 23Q (190008.460000 sec): 3 clusters
  Score: Raw -1674942.054006 + Penalty 4593.142461 = -1670348.911544
  nChanged 47
		SP:Iteration 24Q (190008.750000 sec): 3 clusters
  Score: Raw -1674952.190946 + Penalty 4593.142461 = -1670359.048485
  nChanged 41
		SP:Iteration 25Q (190009.000000 sec): 3 clusters
  Score: Raw -1674959.962662 + Penalty 4593.142461 = -1670366.820200
  nChanged 32
		SP:Iteration 26Q (190009.160000 sec): 3 clusters
  Score: Raw -1674965.934240 + Penalty 4593.142461 = -1670372.791778
  nChanged 35
		SP:Iteration 27Q (190009.410000 sec): 3 clusters
  Score: Raw -1674972.007312 + Penalty 4593.142461 = -1670378.864851
  nChanged 25
		SP:Iteration 28Q (190009.630000 sec): 3 clusters
  Score: Raw -1674976.397591 + Penalty 4593.142461 = -1670383.255130
  nChanged 21
		SP:Iteration 29Q (190009.900000 sec): 3 clusters
  Score: Raw -1674980.288890 + Penalty 4593.142461 = -1670387.146429
  nChanged 25
		SP:Iteration 30Q (190010.150000 sec): 3 clusters
  Score: Raw -1674984.640852 + Penalty 4593.142461 = -1670391.498391
  nChanged 26
		SP:Iteration 31Q (190010.300000 sec): 3 clusters
  Score: Raw -1674989.138938 + Penalty 4593.142461 = -1670395.996477
  nChanged 30
		SP:Iteration 32Q (190010.570000 sec): 3 clusters
  Score: Raw -1674994.617907 + Penalty 4593.142461 = -1670401.475446
  nChanged 25
		SP:Iteration 33Q (190010.780000 sec): 3 clusters
  Score: Raw -1674998.925551 + Penalty 4593.142461 = -1670405.783090
  nChanged 22
		SP:Iteration 34Q (190010.990000 sec): 3 clusters
  Score: Raw -1675002.825882 + Penalty 4593.142461 = -1670409.683420
  nChanged 28
		SP:Iteration 35Q (190011.230000 sec): 3 clusters
  Score: Raw -1675007.863276 + Penalty 4593.142461 = -1670414.720815
  nChanged 32
		SP:Iteration 36Q (190011.450000 sec): 3 clusters
  Score: Raw -1675014.056998 + Penalty 4593.142461 = -1670420.914537
  nChanged 29
		SP:Iteration 37Q (190011.680000 sec): 3 clusters
  Score: Raw -1675019.127306 + Penalty 4593.142461 = -1670425.984845
  nChanged 29
		SP:Iteration 38Q (190011.860000 sec): 3 clusters
  Score: Raw -1675024.384852 + Penalty 4593.142461 = -1670431.242391
  nChanged 35
		SP:Iteration 39Q (190012.110000 sec): 3 clusters
  Score: Raw -1675031.411895 + Penalty 4593.142461 = -1670438.269434
  nChanged 39
		SP:Iteration 40F (190012.360000 sec): 3 clusters
  Score: Raw -1675038.748237 + Penalty 4593.142461 = -1670445.605775
  nChanged 29
		SP:Iteration 41Q (190012.590000 sec): 3 clusters
  Score: Raw -1675043.975495 + Penalty 4593.142461 = -1670450.833034
  nChanged 23
		SP:Iteration 42Q (190012.850000 sec): 3 clusters
  Score: Raw -1675048.328347 + Penalty 4593.142461 = -1670455.185886
  nChanged 31
		SP:Iteration 43Q (190013.100000 sec): 3 clusters
  Score: Raw -1675053.919217 + Penalty 4593.142461 = -1670460.776756
  nChanged 28
		SP:Iteration 44Q (190013.310000 sec): 3 clusters
  Score: Raw -1675059.446711 + Penalty 4593.142461 = -1670466.304250
  nChanged 30
		SP:Iteration 45Q (190013.570000 sec): 3 clusters
  Score: Raw -1675065.262302 + Penalty 4593.142461 = -1670472.119841
  nChanged 29
		SP:Iteration 46Q (190013.870000 sec): 3 clusters
  Score: Raw -1675071.217447 + Penalty 4593.142461 = -1670478.074986
  nChanged 33
		SP:Iteration 47Q (190014.090000 sec): 3 clusters
  Score: Raw -1675077.017429 + Penalty 4593.142461 = -1670483.874968
  nChanged 29
		SP:Iteration 48Q (190014.370000 sec): 3 clusters
  Score: Raw -1675083.057055 + Penalty 4593.142461 = -1670489.914593
  nChanged 27
		SP:Iteration 49Q (190014.700000 sec): 3 clusters
  Score: Raw -1675088.087141 + Penalty 4593.142461 = -1670494.944679
  nChanged 22
		SP:Iteration 50Q (190014.960000 sec): 3 clusters
  Score: Raw -1675092.152875 + Penalty 4593.142461 = -1670499.010413
  nChanged 16
		SP:Iteration 51Q (190015.230000 sec): 3 clusters
  Score: Raw -1675094.756738 + Penalty 4593.142461 = -1670501.614277
  nChanged 15
		SP:Iteration 52Q (190015.490000 sec): 3 clusters
  Score: Raw -1675096.631052 + Penalty 4593.142461 = -1670503.488591
  nChanged 9
		SP:Iteration 53Q (190015.750000 sec): 3 clusters
  Score: Raw -1675097.544670 + Penalty 4593.142461 = -1670504.402209
  nChanged 4
		SP:Iteration 54Q (190016.040000 sec): 3 clusters
  Score: Raw -1675098.140242 + Penalty 4593.142461 = -1670504.997781
  nChanged 6
		SP:Iteration 55Q (190016.330000 sec): 3 clusters
  Score: Raw -1675098.749193 + Penalty 4593.142461 = -1670505.606732
  nChanged 4
		SP:Iteration 56Q (190016.550000 sec): 3 clusters
  Score: Raw -1675099.232042 + Penalty 4593.142461 = -1670506.089580
  nChanged 5
		SP:Iteration 57Q (190016.830000 sec): 3 clusters
  Score: Raw -1675100.135250 + Penalty 4593.142461 = -1670506.992789
  nChanged 7
		SP:Iteration 58Q (190017.070000 sec): 3 clusters
  Score: Raw -1675101.260159 + Penalty 4593.142461 = -1670508.117697
  nChanged 6
		SP:Iteration 59Q (190017.370000 sec): 3 clusters
  Score: Raw -1675102.364432 + Penalty 4593.142461 = -1670509.221971
  nChanged 9
		SP:Iteration 60F (190017.580000 sec): 3 clusters
  Score: Raw -1675103.915462 + Penalty 4593.142461 = -1670510.773001
  nChanged 11
		SP:Iteration 61Q (190017.820000 sec): 3 clusters
  Score: Raw -1675105.616923 + Penalty 4593.142461 = -1670512.474462
  nChanged 11
		SP:Iteration 62Q (190018.110000 sec): 3 clusters
  Score: Raw -1675107.388379 + Penalty 4593.142461 = -1670514.245917
  nChanged 14
		SP:Iteration 63Q (190018.310000 sec): 3 clusters
  Score: Raw -1675109.858504 + Penalty 4593.142461 = -1670516.716042
  nChanged 15
		SP:Iteration 64Q (190018.520000 sec): 3 clusters
  Score: Raw -1675112.295769 + Penalty 4593.142461 = -1670519.153308
  nChanged 12
		SP:Iteration 65Q (190018.810000 sec): 3 clusters
  Score: Raw -1675114.331036 + Penalty 4593.142461 = -1670521.188574
  nChanged 13
		SP:Iteration 66Q (190019.090000 sec): 3 clusters
  Score: Raw -1675116.767545 + Penalty 4593.142461 = -1670523.625084
  nChanged 15
		SP:Iteration 67Q (190019.330000 sec): 3 clusters
  Score: Raw -1675119.101705 + Penalty 4593.142461 = -1670525.959243
  nChanged 13
		SP:Iteration 68Q (190019.570000 sec): 3 clusters
  Score: Raw -1675121.784717 + Penalty 4593.142461 = -1670528.642256
  nChanged 9
		SP:Iteration 69Q (190019.830000 sec): 3 clusters
  Score: Raw -1675123.113012 + Penalty 4593.142461 = -1670529.970550
  nChanged 6
		SP:Iteration 70Q (190020.100000 sec): 3 clusters
  Score: Raw -1675123.939416 + Penalty 4593.142461 = -1670530.796955
  nChanged 4
		SP:Iteration 71Q (190020.380000 sec): 3 clusters
  Score: Raw -1675124.539352 + Penalty 4593.142461 = -1670531.396891
  nChanged 6
		SP:Iteration 72Q (190020.650000 sec): 3 clusters
  Score: Raw -1675125.245316 + Penalty 4593.142461 = -1670532.102854
  nChanged 2
		SP:Iteration 73Q (190020.920000 sec): 3 clusters
  Score: Raw -1675125.461193 + Penalty 4593.142461 = -1670532.318732
  nChanged 0
		SP:Iteration 74F (190021.120000 sec): 3 clusters
  Score: Raw -1675125.461193 + Penalty 4593.142461 = -1670532.318732
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 21 (8246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190021.280000 sec): 2 clusters
  Score: Raw -1263541.130138 + Penalty 2236.335911 = -1261304.794227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190021.550000 sec): 3 clusters
  Score: Raw -1259222.406206 + Penalty 4472.671823 = -1254749.734383
  nChanged 3347
		SP:Iteration 1F (190021.760000 sec): 3 clusters
  Score: Raw -1260962.891075 + Penalty 4472.671823 = -1256490.219253
  nChanged 599
		SP:Iteration 2F (190021.950000 sec): 3 clusters
  Score: Raw -1261295.118978 + Penalty 4472.671823 = -1256822.447155
  nChanged 458
		SP:Iteration 3F (190022.150000 sec): 3 clusters
  Score: Raw -1261535.332069 + Penalty 4472.671823 = -1257062.660247
  nChanged 401
		SP:Iteration 4Q (190022.430000 sec): 3 clusters
  Score: Raw -1261762.804790 + Penalty 4472.671823 = -1257290.132967
  nChanged 391
		SP:Iteration 5Q (190022.690000 sec): 3 clusters
  Score: Raw -1262036.837828 + Penalty 4472.671823 = -1257564.166006
  nChanged 418
		SP:Iteration 6F (190022.950000 sec): 3 clusters
  Score: Raw -1262334.375497 + Penalty 4472.671823 = -1257861.703675
  nChanged 483
		SP:Iteration 7F (190023.240000 sec): 3 clusters
  Score: Raw -1262740.442566 + Penalty 4472.671823 = -1258267.770743
  nChanged 499
		SP:Iteration 8F (190023.490000 sec): 3 clusters
  Score: Raw -1263203.720173 + Penalty 4472.671823 = -1258731.048350
  nChanged 471
		SP:Iteration 9F (190023.790000 sec): 3 clusters
  Score: Raw -1263658.921042 + Penalty 4472.671823 = -1259186.249220
  nChanged 389
		SP:Iteration 10Q (190024.030000 sec): 3 clusters
  Score: Raw -1264025.613796 + Penalty 4472.671823 = -1259552.941973
  nChanged 265
		SP:Iteration 11Q (190024.340000 sec): 3 clusters
  Score: Raw -1264274.438589 + Penalty 4472.671823 = -1259801.766766
  nChanged 172
		SP:Iteration 12Q (190024.520000 sec): 3 clusters
  Score: Raw -1264402.732567 + Penalty 4472.671823 = -1259930.060745
  nChanged 112
		SP:Iteration 13Q (190024.780000 sec): 3 clusters
  Score: Raw -1264487.306700 + Penalty 4472.671823 = -1260014.634878
  nChanged 71
		SP:Iteration 14Q (190025.000000 sec): 3 clusters
  Score: Raw -1264533.760452 + Penalty 4472.671823 = -1260061.088630
  nChanged 37
		SP:Iteration 15Q (190025.250000 sec): 3 clusters
  Score: Raw -1264556.896640 + Penalty 4472.671823 = -1260084.224817
  nChanged 29
		SP:Iteration 16Q (190025.530000 sec): 3 clusters
  Score: Raw -1264573.304392 + Penalty 4472.671823 = -1260100.632570
  nChanged 21
		SP:Iteration 17Q (190025.800000 sec): 3 clusters
  Score: Raw -1264585.575659 + Penalty 4472.671823 = -1260112.903836
  nChanged 15
		SP:Iteration 18Q (190026.070000 sec): 3 clusters
  Score: Raw -1264593.296675 + Penalty 4472.671823 = -1260120.624853
  nChanged 5
		SP:Iteration 19Q (190026.300000 sec): 3 clusters
  Score: Raw -1264595.457946 + Penalty 4472.671823 = -1260122.786123
  nChanged 5
		SP:Iteration 20F (190026.550000 sec): 3 clusters
  Score: Raw -1264597.691393 + Penalty 4472.671823 = -1260125.019570
  nChanged 5
		SP:Iteration 21Q (190026.750000 sec): 3 clusters
  Score: Raw -1264599.729705 + Penalty 4472.671823 = -1260127.057882
  nChanged 6
		SP:Iteration 22Q (190026.930000 sec): 3 clusters
  Score: Raw -1264603.321285 + Penalty 4472.671823 = -1260130.649463
  nChanged 4
		SP:Iteration 23Q (190027.170000 sec): 3 clusters
  Score: Raw -1264605.724561 + Penalty 4472.671823 = -1260133.052739
  nChanged 2
		SP:Iteration 24Q (190027.410000 sec): 3 clusters
  Score: Raw -1264606.950302 + Penalty 4472.671823 = -1260134.278479
  nChanged 1
		SP:Iteration 25Q (190027.680000 sec): 3 clusters
  Score: Raw -1264607.257553 + Penalty 4472.671823 = -1260134.585730
  nChanged 1
		SP:Iteration 26Q (190027.930000 sec): 3 clusters
  Score: Raw -1264607.386779 + Penalty 4472.671823 = -1260134.714956
  nChanged 0
		SP:Iteration 27F (190028.170000 sec): 3 clusters
  Score: Raw -1264607.386779 + Penalty 4472.671823 = -1260134.714956
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 22 (11761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190028.390000 sec): 2 clusters
  Score: Raw -1787269.215554 + Penalty 2324.390974 = -1784944.824579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190028.660000 sec): 3 clusters
  Score: Raw -1780876.826414 + Penalty 4648.781949 = -1776228.044465
  nChanged 4963
		SP:Iteration 1F (190028.910000 sec): 3 clusters
  Score: Raw -1783787.296003 + Penalty 4648.781949 = -1779138.514054
  nChanged 876
		SP:Iteration 2F (190029.150000 sec): 3 clusters
  Score: Raw -1784420.273512 + Penalty 4648.781949 = -1779771.491563
  nChanged 794
		SP:Iteration 3F (190029.420000 sec): 3 clusters
  Score: Raw -1784980.191449 + Penalty 4648.781949 = -1780331.409500
  nChanged 705
		SP:Iteration 4F (190029.700000 sec): 3 clusters
  Score: Raw -1785378.198184 + Penalty 4648.781949 = -1780729.416235
  nChanged 581
		SP:Iteration 5Q (190029.940000 sec): 3 clusters
  Score: Raw -1785673.407788 + Penalty 4648.781949 = -1781024.625839
  nChanged 492
		SP:Iteration 6Q (190030.200000 sec): 3 clusters
  Score: Raw -1785931.890253 + Penalty 4648.781949 = -1781283.108304
  nChanged 464
		SP:Iteration 7Q (190030.450000 sec): 3 clusters
  Score: Raw -1786175.737671 + Penalty 4648.781949 = -1781526.955722
  nChanged 441
		SP:Iteration 8Q (190030.740000 sec): 3 clusters
  Score: Raw -1786450.142774 + Penalty 4648.781949 = -1781801.360825
  nChanged 460
		SP:Iteration 9Q (190030.980000 sec): 3 clusters
  Score: Raw -1786764.065740 + Penalty 4648.781949 = -1782115.283791
  nChanged 454
		SP:Iteration 10Q (190031.240000 sec): 3 clusters
  Score: Raw -1787106.429667 + Penalty 4648.781949 = -1782457.647719
  nChanged 471
		SP:Iteration 11Q (190031.470000 sec): 3 clusters
  Score: Raw -1787496.529490 + Penalty 4648.781949 = -1782847.747541
  nChanged 433
		SP:Iteration 12Q (190031.750000 sec): 3 clusters
  Score: Raw -1787790.053085 + Penalty 4648.781949 = -1783141.271136
  nChanged 334
		SP:Iteration 13Q (190031.940000 sec): 3 clusters
  Score: Raw -1787985.891819 + Penalty 4648.781949 = -1783337.109870
  nChanged 288
		SP:Iteration 14Q (190032.280000 sec): 3 clusters
  Score: Raw -1788146.064068 + Penalty 4648.781949 = -1783497.282119
  nChanged 243
		SP:Iteration 15Q (190032.470000 sec): 3 clusters
  Score: Raw -1788280.639274 + Penalty 4648.781949 = -1783631.857325
  nChanged 211
		SP:Iteration 16Q (190032.730000 sec): 3 clusters
  Score: Raw -1788384.421103 + Penalty 4648.781949 = -1783735.639154
  nChanged 157
		SP:Iteration 17Q (190032.980000 sec): 3 clusters
  Score: Raw -1788449.629147 + Penalty 4648.781949 = -1783800.847198
  nChanged 120
		SP:Iteration 18Q (190033.260000 sec): 3 clusters
  Score: Raw -1788501.956878 + Penalty 4648.781949 = -1783853.174929
  nChanged 94
		SP:Iteration 19Q (190033.540000 sec): 3 clusters
  Score: Raw -1788535.612950 + Penalty 4648.781949 = -1783886.831001
  nChanged 47
		SP:Iteration 20F (190033.790000 sec): 3 clusters
  Score: Raw -1788550.950570 + Penalty 4648.781949 = -1783902.168621
  nChanged 37
		SP:Iteration 21Q (190033.960000 sec): 3 clusters
  Score: Raw -1788559.616294 + Penalty 4648.781949 = -1783910.834345
  nChanged 35
		SP:Iteration 22Q (190034.200000 sec): 3 clusters
  Score: Raw -1788567.557437 + Penalty 4648.781949 = -1783918.775488
  nChanged 28
		SP:Iteration 23Q (190034.560000 sec): 3 clusters
  Score: Raw -1788573.972661 + Penalty 4648.781949 = -1783925.190712
  nChanged 24
		SP:Iteration 24Q (190034.810000 sec): 3 clusters
  Score: Raw -1788581.062147 + Penalty 4648.781949 = -1783932.280198
  nChanged 20
		SP:Iteration 25Q (190035.100000 sec): 3 clusters
  Score: Raw -1788586.468830 + Penalty 4648.781949 = -1783937.686881
  nChanged 17
		SP:Iteration 26Q (190035.390000 sec): 3 clusters
  Score: Raw -1788589.757043 + Penalty 4648.781949 = -1783940.975094
  nChanged 17
		SP:Iteration 27Q (190035.680000 sec): 3 clusters
  Score: Raw -1788592.942243 + Penalty 4648.781949 = -1783944.160294
  nChanged 12
		SP:Iteration 28Q (190035.990000 sec): 3 clusters
  Score: Raw -1788594.832566 + Penalty 4648.781949 = -1783946.050617
  nChanged 7
		SP:Iteration 29Q (190036.250000 sec): 3 clusters
  Score: Raw -1788596.843637 + Penalty 4648.781949 = -1783948.061688
  nChanged 5
		SP:Iteration 30Q (190036.480000 sec): 3 clusters
  Score: Raw -1788597.472375 + Penalty 4648.781949 = -1783948.690426
  nChanged 3
		SP:Iteration 31Q (190036.710000 sec): 3 clusters
  Score: Raw -1788597.963000 + Penalty 4648.781949 = -1783949.181051
  nChanged 5
		SP:Iteration 32Q (190036.990000 sec): 3 clusters
  Score: Raw -1788598.899339 + Penalty 4648.781949 = -1783950.117390
  nChanged 2
		SP:Iteration 33Q (190037.170000 sec): 3 clusters
  Score: Raw -1788599.102032 + Penalty 4648.781949 = -1783950.320083
  nChanged 0
		SP:Iteration 34F (190037.430000 sec): 3 clusters
  Score: Raw -1788599.102032 + Penalty 4648.781949 = -1783950.320083
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 23 (4648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190037.520000 sec): 2 clusters
  Score: Raw -636195.538542 + Penalty 2094.159690 = -634101.378852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190037.690000 sec): 3 clusters
  Score: Raw -634102.220913 + Penalty 4188.319380 = -629913.901533
  nChanged 1731
		SP:Iteration 1F (190037.900000 sec): 3 clusters
  Score: Raw -635330.538058 + Penalty 4188.319380 = -631142.218678
  nChanged 421
		SP:Iteration 2F (190038.060000 sec): 3 clusters
  Score: Raw -635763.166965 + Penalty 4188.319380 = -631574.847585
  nChanged 356
		SP:Iteration 3F (190038.190000 sec): 3 clusters
  Score: Raw -636103.340485 + Penalty 4188.319380 = -631915.021105
  nChanged 292
		SP:Iteration 4F (190038.360000 sec): 3 clusters
  Score: Raw -636410.922231 + Penalty 4188.319380 = -632222.602851
  nChanged 277
		SP:Iteration 5F (190038.520000 sec): 3 clusters
  Score: Raw -636662.989777 + Penalty 4188.319380 = -632474.670397
  nChanged 216
		SP:Iteration 6Q (190038.680000 sec): 3 clusters
  Score: Raw -636829.946978 + Penalty 4188.319380 = -632641.627597
  nChanged 142
		SP:Iteration 7Q (190038.840000 sec): 3 clusters
  Score: Raw -636924.991847 + Penalty 4188.319380 = -632736.672467
  nChanged 109
		SP:Iteration 8Q (190039.000000 sec): 3 clusters
  Score: Raw -636989.975596 + Penalty 4188.319380 = -632801.656216
  nChanged 81
		SP:Iteration 9Q (190039.170000 sec): 3 clusters
  Score: Raw -637036.551449 + Penalty 4188.319380 = -632848.232069
  nChanged 67
		SP:Iteration 10Q (190039.330000 sec): 3 clusters
  Score: Raw -637073.354729 + Penalty 4188.319380 = -632885.035349
  nChanged 63
		SP:Iteration 11Q (190039.490000 sec): 3 clusters
  Score: Raw -637103.397386 + Penalty 4188.319380 = -632915.078006
  nChanged 40
		SP:Iteration 12Q (190039.650000 sec): 3 clusters
  Score: Raw -637121.504813 + Penalty 4188.319380 = -632933.185433
  nChanged 28
		SP:Iteration 13Q (190039.810000 sec): 3 clusters
  Score: Raw -637134.661913 + Penalty 4188.319380 = -632946.342533
  nChanged 24
		SP:Iteration 14Q (190039.970000 sec): 3 clusters
  Score: Raw -637146.854470 + Penalty 4188.319380 = -632958.535090
  nChanged 25
		SP:Iteration 15Q (190040.130000 sec): 3 clusters
  Score: Raw -637156.645456 + Penalty 4188.319380 = -632968.326076
  nChanged 17
		SP:Iteration 16Q (190040.290000 sec): 3 clusters
  Score: Raw -637163.195337 + Penalty 4188.319380 = -632974.875957
  nChanged 16
		SP:Iteration 17Q (190040.450000 sec): 3 clusters
  Score: Raw -637168.786871 + Penalty 4188.319380 = -632980.467490
  nChanged 15
		SP:Iteration 18Q (190040.620000 sec): 3 clusters
  Score: Raw -637172.263897 + Penalty 4188.319380 = -632983.944517
  nChanged 13
		SP:Iteration 19Q (190040.780000 sec): 3 clusters
  Score: Raw -637175.741214 + Penalty 4188.319380 = -632987.421834
  nChanged 10
		SP:Iteration 20F (190040.930000 sec): 3 clusters
  Score: Raw -637179.253025 + Penalty 4188.319380 = -632990.933645
  nChanged 12
		SP:Iteration 21Q (190041.100000 sec): 3 clusters
  Score: Raw -637187.204367 + Penalty 4188.319380 = -632998.884987
  nChanged 18
		SP:Iteration 22Q (190041.310000 sec): 3 clusters
  Score: Raw -637195.093474 + Penalty 4188.319380 = -633006.774094
  nChanged 13
		SP:Iteration 23Q (190041.470000 sec): 3 clusters
  Score: Raw -637200.504434 + Penalty 4188.319380 = -633012.185054
  nChanged 11
		SP:Iteration 24Q (190041.630000 sec): 3 clusters
  Score: Raw -637206.022691 + Penalty 4188.319380 = -633017.703310
  nChanged 16
		SP:Iteration 25Q (190041.790000 sec): 3 clusters
  Score: Raw -637210.621900 + Penalty 4188.319380 = -633022.302520
  nChanged 7
		SP:Iteration 26Q (190041.950000 sec): 3 clusters
  Score: Raw -637212.716862 + Penalty 4188.319380 = -633024.397482
  nChanged 5
		SP:Iteration 27Q (190042.110000 sec): 3 clusters
  Score: Raw -637214.478405 + Penalty 4188.319380 = -633026.159025
  nChanged 5
		SP:Iteration 28Q (190042.270000 sec): 3 clusters
  Score: Raw -637216.420141 + Penalty 4188.319380 = -633028.100761
  nChanged 3
		SP:Iteration 29Q (190042.430000 sec): 3 clusters
  Score: Raw -637217.340902 + Penalty 4188.319380 = -633029.021522
  nChanged 3
		SP:Iteration 30Q (190042.590000 sec): 3 clusters
  Score: Raw -637217.906510 + Penalty 4188.319380 = -633029.587129
  nChanged 3
		SP:Iteration 31Q (190042.760000 sec): 3 clusters
  Score: Raw -637218.277447 + Penalty 4188.319380 = -633029.958067
  nChanged 2
		SP:Iteration 32Q (190042.920000 sec): 3 clusters
  Score: Raw -637218.676558 + Penalty 4188.319380 = -633030.357178
  nChanged 1
		SP:Iteration 33Q (190043.080000 sec): 3 clusters
  Score: Raw -637218.886202 + Penalty 4188.319380 = -633030.566821
  nChanged 1
		SP:Iteration 34Q (190043.240000 sec): 3 clusters
  Score: Raw -637219.072026 + Penalty 4188.319380 = -633030.752646
  nChanged 0
		SP:Iteration 35F (190043.400000 sec): 3 clusters
  Score: Raw -637219.072026 + Penalty 4188.319380 = -633030.752646
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 24 (6138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190043.490000 sec): 2 clusters
  Score: Raw -939215.304995 + Penalty 2163.119050 = -937052.185944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190043.700000 sec): 3 clusters
  Score: Raw -936193.001819 + Penalty 4326.238101 = -931866.763718
  nChanged 2450
		SP:Iteration 1F (190043.900000 sec): 3 clusters
  Score: Raw -937631.644652 + Penalty 4326.238101 = -933305.406551
  nChanged 585
		SP:Iteration 2F (190044.090000 sec): 3 clusters
  Score: Raw -938252.364963 + Penalty 4326.238101 = -933926.126863
  nChanged 524
		SP:Iteration 3F (190044.280000 sec): 3 clusters
  Score: Raw -939001.101311 + Penalty 4326.238101 = -934674.863210
  nChanged 501
		SP:Iteration 4F (190044.470000 sec): 3 clusters
  Score: Raw -939837.045585 + Penalty 4326.238101 = -935510.807485
  nChanged 420
		SP:Iteration 5F (190044.670000 sec): 3 clusters
  Score: Raw -940332.584697 + Penalty 4326.238101 = -936006.346597
  nChanged 304
		SP:Iteration 6Q (190044.860000 sec): 3 clusters
  Score: Raw -940563.355618 + Penalty 4326.238101 = -936237.117517
  nChanged 204
		SP:Iteration 7Q (190045.050000 sec): 3 clusters
  Score: Raw -940678.335615 + Penalty 4326.238101 = -936352.097514
  nChanged 127
		SP:Iteration 8Q (190045.240000 sec): 3 clusters
  Score: Raw -940752.892470 + Penalty 4326.238101 = -936426.654369
  nChanged 105
		SP:Iteration 9Q (190045.440000 sec): 3 clusters
  Score: Raw -940806.483111 + Penalty 4326.238101 = -936480.245010
  nChanged 71
		SP:Iteration 10Q (190045.620000 sec): 3 clusters
  Score: Raw -940843.333694 + Penalty 4326.238101 = -936517.095594
  nChanged 57
		SP:Iteration 11Q (190045.820000 sec): 3 clusters
  Score: Raw -940875.124803 + Penalty 4326.238101 = -936548.886703
  nChanged 52
		SP:Iteration 12Q (190046.010000 sec): 3 clusters
  Score: Raw -940898.632714 + Penalty 4326.238101 = -936572.394613
  nChanged 43
		SP:Iteration 13Q (190046.200000 sec): 3 clusters
  Score: Raw -940917.563348 + Penalty 4326.238101 = -936591.325247
  nChanged 49
		SP:Iteration 14Q (190046.400000 sec): 3 clusters
  Score: Raw -940942.264259 + Penalty 4326.238101 = -936616.026158
  nChanged 45
		SP:Iteration 15Q (190046.590000 sec): 3 clusters
  Score: Raw -940963.076997 + Penalty 4326.238101 = -936636.838896
  nChanged 39
		SP:Iteration 16Q (190046.780000 sec): 3 clusters
  Score: Raw -940981.409644 + Penalty 4326.238101 = -936655.171543
  nChanged 33
		SP:Iteration 17Q (190046.980000 sec): 3 clusters
  Score: Raw -940995.249196 + Penalty 4326.238101 = -936669.011096
  nChanged 34
		SP:Iteration 18Q (190047.160000 sec): 3 clusters
  Score: Raw -941006.709269 + Penalty 4326.238101 = -936680.471168
  nChanged 24
		SP:Iteration 19Q (190047.350000 sec): 3 clusters
  Score: Raw -941015.392785 + Penalty 4326.238101 = -936689.154684
  nChanged 23
		SP:Iteration 20F (190047.540000 sec): 3 clusters
  Score: Raw -941026.175256 + Penalty 4326.238101 = -936699.937155
  nChanged 23
		SP:Iteration 21Q (190047.730000 sec): 3 clusters
  Score: Raw -941035.181510 + Penalty 4326.238101 = -936708.943409
  nChanged 21
		SP:Iteration 22Q (190047.920000 sec): 3 clusters
  Score: Raw -941044.707072 + Penalty 4326.238101 = -936718.468971
  nChanged 18
		SP:Iteration 23Q (190048.120000 sec): 3 clusters
  Score: Raw -941051.676544 + Penalty 4326.238101 = -936725.438443
  nChanged 19
		SP:Iteration 24Q (190048.310000 sec): 3 clusters
  Score: Raw -941059.588544 + Penalty 4326.238101 = -936733.350444
  nChanged 19
		SP:Iteration 25Q (190048.510000 sec): 3 clusters
  Score: Raw -941067.542941 + Penalty 4326.238101 = -936741.304840
  nChanged 21
		SP:Iteration 26Q (190048.700000 sec): 3 clusters
  Score: Raw -941075.093007 + Penalty 4326.238101 = -936748.854906
  nChanged 15
		SP:Iteration 27Q (190048.890000 sec): 3 clusters
  Score: Raw -941081.598271 + Penalty 4326.238101 = -936755.360170
  nChanged 13
		SP:Iteration 28Q (190049.090000 sec): 3 clusters
  Score: Raw -941087.889405 + Penalty 4326.238101 = -936761.651305
  nChanged 16
		SP:Iteration 29Q (190049.280000 sec): 3 clusters
  Score: Raw -941095.475164 + Penalty 4326.238101 = -936769.237064
  nChanged 16
		SP:Iteration 30Q (190049.470000 sec): 3 clusters
  Score: Raw -941101.222022 + Penalty 4326.238101 = -936774.983922
  nChanged 15
		SP:Iteration 31Q (190049.670000 sec): 3 clusters
  Score: Raw -941106.060688 + Penalty 4326.238101 = -936779.822587
  nChanged 9
		SP:Iteration 32Q (190049.860000 sec): 3 clusters
  Score: Raw -941109.839478 + Penalty 4326.238101 = -936783.601377
  nChanged 12
		SP:Iteration 33Q (190050.060000 sec): 3 clusters
  Score: Raw -941113.481241 + Penalty 4326.238101 = -936787.243140
  nChanged 13
		SP:Iteration 34Q (190050.250000 sec): 3 clusters
  Score: Raw -941117.320371 + Penalty 4326.238101 = -936791.082270
  nChanged 10
		SP:Iteration 35Q (190050.450000 sec): 3 clusters
  Score: Raw -941120.061328 + Penalty 4326.238101 = -936793.823227
  nChanged 11
		SP:Iteration 36Q (190050.640000 sec): 3 clusters
  Score: Raw -941122.438027 + Penalty 4326.238101 = -936796.199927
  nChanged 7
		SP:Iteration 37Q (190050.830000 sec): 3 clusters
  Score: Raw -941124.010727 + Penalty 4326.238101 = -936797.772627
  nChanged 6
		SP:Iteration 38Q (190051.020000 sec): 3 clusters
  Score: Raw -941125.375705 + Penalty 4326.238101 = -936799.137605
  nChanged 5
		SP:Iteration 39Q (190051.220000 sec): 3 clusters
  Score: Raw -941126.907483 + Penalty 4326.238101 = -936800.669382
  nChanged 2
		SP:Iteration 40F (190051.410000 sec): 3 clusters
  Score: Raw -941128.095132 + Penalty 4326.238101 = -936801.857031
  nChanged 3
		SP:Iteration 41Q (190051.600000 sec): 3 clusters
  Score: Raw -941129.293096 + Penalty 4326.238101 = -936803.054995
  nChanged 4
		SP:Iteration 42Q (190051.790000 sec): 3 clusters
  Score: Raw -941130.552988 + Penalty 4326.238101 = -936804.314887
  nChanged 4
		SP:Iteration 43Q (190051.990000 sec): 3 clusters
  Score: Raw -941131.271851 + Penalty 4326.238101 = -936805.033750
  nChanged 2
		SP:Iteration 44Q (190052.180000 sec): 3 clusters
  Score: Raw -941131.756427 + Penalty 4326.238101 = -936805.518326
  nChanged 3
		SP:Iteration 45Q (190052.370000 sec): 3 clusters
  Score: Raw -941132.261093 + Penalty 4326.238101 = -936806.022993
  nChanged 1
		SP:Iteration 46Q (190052.570000 sec): 3 clusters
  Score: Raw -941132.666248 + Penalty 4326.238101 = -936806.428148
  nChanged 3
		SP:Iteration 47Q (190052.760000 sec): 3 clusters
  Score: Raw -941134.373193 + Penalty 4326.238101 = -936808.135093
  nChanged 4
		SP:Iteration 48Q (190052.950000 sec): 3 clusters
  Score: Raw -941135.892948 + Penalty 4326.238101 = -936809.654847
  nChanged 8
		SP:Iteration 49Q (190053.150000 sec): 3 clusters
  Score: Raw -941138.402120 + Penalty 4326.238101 = -936812.164020
  nChanged 3
		SP:Iteration 50Q (190053.340000 sec): 3 clusters
  Score: Raw -941139.002214 + Penalty 4326.238101 = -936812.764113
  nChanged 4
		SP:Iteration 51Q (190053.540000 sec): 3 clusters
  Score: Raw -941140.050096 + Penalty 4326.238101 = -936813.811995
  nChanged 5
		SP:Iteration 52Q (190053.730000 sec): 3 clusters
  Score: Raw -941141.317950 + Penalty 4326.238101 = -936815.079850
  nChanged 5
		SP:Iteration 53Q (190053.920000 sec): 3 clusters
  Score: Raw -941143.076342 + Penalty 4326.238101 = -936816.838242
  nChanged 2
		SP:Iteration 54Q (190054.110000 sec): 3 clusters
  Score: Raw -941143.299848 + Penalty 4326.238101 = -936817.061747
  nChanged 1
		SP:Iteration 55Q (190054.310000 sec): 3 clusters
  Score: Raw -941143.525286 + Penalty 4326.238101 = -936817.287185
  nChanged 1
		SP:Iteration 56Q (190054.500000 sec): 3 clusters
  Score: Raw -941143.727757 + Penalty 4326.238101 = -936817.489657
  nChanged 0
		SP:Iteration 57F (190054.690000 sec): 3 clusters
  Score: Raw -941143.727757 + Penalty 4326.238101 = -936817.489657
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 25 (33327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190055.040000 sec): 2 clusters
  Score: Raw -5272668.961482 + Penalty 2582.702543 = -5270086.258938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190055.450000 sec): 3 clusters
  Score: Raw -5252540.711031 + Penalty 5165.405086 = -5247375.305945
  nChanged 15083
		SP:Iteration 1F (190055.870000 sec): 3 clusters
  Score: Raw -5260656.032407 + Penalty 5165.405086 = -5255490.627321
  nChanged 1510
		SP:Iteration 2Q (190056.290000 sec): 3 clusters
  Score: Raw -5261143.921566 + Penalty 5165.405086 = -5255978.516480
  nChanged 1425
		SP:Iteration 3Q (190056.700000 sec): 3 clusters
  Score: Raw -5261628.508333 + Penalty 5165.405086 = -5256463.103247
  nChanged 1391
		SP:Iteration 4Q (190057.190000 sec): 3 clusters
  Score: Raw -5262155.262883 + Penalty 5165.405086 = -5256989.857796
  nChanged 1436
		SP:Iteration 5Q (190057.610000 sec): 3 clusters
  Score: Raw -5262784.397237 + Penalty 5165.405086 = -5257618.992150
  nChanged 1606
		SP:Iteration 6Q (190058.070000 sec): 3 clusters
  Score: Raw -5263577.322814 + Penalty 5165.405086 = -5258411.917728
  nChanged 1701
		SP:Iteration 7F (190058.560000 sec): 3 clusters
  Score: Raw -5264525.641518 + Penalty 5165.405086 = -5259360.236431
  nChanged 1793
		SP:Iteration 8F (190058.930000 sec): 3 clusters
  Score: Raw -5265627.077705 + Penalty 5165.405086 = -5260461.672619
  nChanged 1878
		SP:Iteration 9F (190059.350000 sec): 3 clusters
  Score: Raw -5266857.827325 + Penalty 5165.405086 = -5261692.422239
  nChanged 1751
		SP:Iteration 10F (190059.740000 sec): 3 clusters
  Score: Raw -5267925.713760 + Penalty 5165.405086 = -5262760.308673
  nChanged 1492
		SP:Iteration 11Q (190060.180000 sec): 3 clusters
  Score: Raw -5268714.516896 + Penalty 5165.405086 = -5263549.111810
  nChanged 1087
		SP:Iteration 12Q (190060.570000 sec): 3 clusters
  Score: Raw -5269144.732621 + Penalty 5165.405086 = -5263979.327535
  nChanged 759
		SP:Iteration 13Q (190060.930000 sec): 3 clusters
  Score: Raw -5269357.142567 + Penalty 5165.405086 = -5264191.737480
  nChanged 482
		SP:Iteration 14Q (190061.330000 sec): 3 clusters
  Score: Raw -5269463.747717 + Penalty 5165.405086 = -5264298.342631
  nChanged 335
		SP:Iteration 15Q (190061.710000 sec): 3 clusters
  Score: Raw -5269530.122980 + Penalty 5165.405086 = -5264364.717893
  nChanged 304
		SP:Iteration 16Q (190062.180000 sec): 3 clusters
  Score: Raw -5269583.180405 + Penalty 5165.405086 = -5264417.775318
  nChanged 270
		SP:Iteration 17Q (190062.600000 sec): 3 clusters
  Score: Raw -5269626.510505 + Penalty 5165.405086 = -5264461.105419
  nChanged 232
		SP:Iteration 18Q (190063.060000 sec): 3 clusters
  Score: Raw -5269661.074527 + Penalty 5165.405086 = -5264495.669440
  nChanged 215
		SP:Iteration 19Q (190063.490000 sec): 3 clusters
  Score: Raw -5269688.592598 + Penalty 5165.405086 = -5264523.187511
  nChanged 183
		SP:Iteration 20F (190063.880000 sec): 3 clusters
  Score: Raw -5269713.868637 + Penalty 5165.405086 = -5264548.463550
  nChanged 175
		SP:Iteration 21Q (190064.270000 sec): 3 clusters
  Score: Raw -5269734.770010 + Penalty 5165.405086 = -5264569.364923
  nChanged 159
		SP:Iteration 22Q (190064.700000 sec): 3 clusters
  Score: Raw -5269753.948487 + Penalty 5165.405086 = -5264588.543401
  nChanged 147
		SP:Iteration 23Q (190065.120000 sec): 3 clusters
  Score: Raw -5269770.471087 + Penalty 5165.405086 = -5264605.066000
  nChanged 138
		SP:Iteration 24Q (190065.600000 sec): 3 clusters
  Score: Raw -5269787.604034 + Penalty 5165.405086 = -5264622.198947
  nChanged 131
		SP:Iteration 25Q (190066.050000 sec): 3 clusters
  Score: Raw -5269801.361836 + Penalty 5165.405086 = -5264635.956750
  nChanged 114
		SP:Iteration 26Q (190066.490000 sec): 3 clusters
  Score: Raw -5269812.641745 + Penalty 5165.405086 = -5264647.236659
  nChanged 104
		SP:Iteration 27Q (190066.900000 sec): 3 clusters
  Score: Raw -5269823.548282 + Penalty 5165.405086 = -5264658.143196
  nChanged 97
		SP:Iteration 28Q (190067.380000 sec): 3 clusters
  Score: Raw -5269831.437581 + Penalty 5165.405086 = -5264666.032494
  nChanged 71
		SP:Iteration 29Q (190067.790000 sec): 3 clusters
  Score: Raw -5269836.917566 + Penalty 5165.405086 = -5264671.512479
  nChanged 74
		SP:Iteration 30Q (190068.210000 sec): 3 clusters
  Score: Raw -5269843.089915 + Penalty 5165.405086 = -5264677.684829
  nChanged 82
		SP:Iteration 31Q (190068.650000 sec): 3 clusters
  Score: Raw -5269850.521423 + Penalty 5165.405086 = -5264685.116337
  nChanged 82
		SP:Iteration 32Q (190069.070000 sec): 3 clusters
  Score: Raw -5269856.843104 + Penalty 5165.405086 = -5264691.438017
  nChanged 53
		SP:Iteration 33Q (190069.590000 sec): 3 clusters
  Score: Raw -5269860.280492 + Penalty 5165.405086 = -5264694.875405
  nChanged 48
		SP:Iteration 34Q (190070.020000 sec): 3 clusters
  Score: Raw -5269863.460804 + Penalty 5165.405086 = -5264698.055718
  nChanged 53
		SP:Iteration 35Q (190070.450000 sec): 3 clusters
  Score: Raw -5269867.279506 + Penalty 5165.405086 = -5264701.874420
  nChanged 60
		SP:Iteration 36Q (190070.950000 sec): 3 clusters
  Score: Raw -5269871.694503 + Penalty 5165.405086 = -5264706.289416
  nChanged 65
		SP:Iteration 37Q (190071.310000 sec): 3 clusters
  Score: Raw -5269876.867843 + Penalty 5165.405086 = -5264711.462757
  nChanged 61
		SP:Iteration 38Q (190071.680000 sec): 3 clusters
  Score: Raw -5269881.859781 + Penalty 5165.405086 = -5264716.454694
  nChanged 66
		SP:Iteration 39Q (190072.090000 sec): 3 clusters
  Score: Raw -5269887.466741 + Penalty 5165.405086 = -5264722.061654
  nChanged 67
		SP:Iteration 40F (190072.480000 sec): 3 clusters
  Score: Raw -5269893.245698 + Penalty 5165.405086 = -5264727.840612
  nChanged 73
		SP:Iteration 41Q (190072.950000 sec): 3 clusters
  Score: Raw -5269899.145592 + Penalty 5165.405086 = -5264733.740505
  nChanged 76
		SP:Iteration 42Q (190073.420000 sec): 3 clusters
  Score: Raw -5269907.005136 + Penalty 5165.405086 = -5264741.600049
  nChanged 90
		SP:Iteration 43Q (190073.880000 sec): 3 clusters
  Score: Raw -5269916.061937 + Penalty 5165.405086 = -5264750.656850
  nChanged 97
		SP:Iteration 44Q (190074.240000 sec): 3 clusters
  Score: Raw -5269924.528677 + Penalty 5165.405086 = -5264759.123590
  nChanged 99
		SP:Iteration 45Q (190074.640000 sec): 3 clusters
  Score: Raw -5269934.411905 + Penalty 5165.405086 = -5264769.006819
  nChanged 111
		SP:Iteration 46Q (190075.040000 sec): 3 clusters
  Score: Raw -5269946.379470 + Penalty 5165.405086 = -5264780.974384
  nChanged 113
		SP:Iteration 47Q (190075.420000 sec): 3 clusters
  Score: Raw -5269958.402932 + Penalty 5165.405086 = -5264792.997846
  nChanged 117
		SP:Iteration 48Q (190075.860000 sec): 3 clusters
  Score: Raw -5269971.321591 + Penalty 5165.405086 = -5264805.916504
  nChanged 114
		SP:Iteration 49Q (190076.330000 sec): 3 clusters
  Score: Raw -5269983.880485 + Penalty 5165.405086 = -5264818.475399
  nChanged 119
		SP:Iteration 50Q (190076.880000 sec): 3 clusters
  Score: Raw -5269996.016067 + Penalty 5165.405086 = -5264830.610980
  nChanged 115
		SP:Iteration 51Q (190077.320000 sec): 3 clusters
  Score: Raw -5270008.039989 + Penalty 5165.405086 = -5264842.634903
  nChanged 108
		SP:Iteration 52Q (190077.760000 sec): 3 clusters
  Score: Raw -5270021.019420 + Penalty 5165.405086 = -5264855.614333
  nChanged 130
		SP:Iteration 53Q (190078.180000 sec): 3 clusters
  Score: Raw -5270037.048720 + Penalty 5165.405086 = -5264871.643634
  nChanged 154
		SP:Iteration 54Q (190078.640000 sec): 3 clusters
  Score: Raw -5270058.793788 + Penalty 5165.405086 = -5264893.388701
  nChanged 166
		SP:Iteration 55Q (190079.090000 sec): 3 clusters
  Score: Raw -5270088.541109 + Penalty 5165.405086 = -5264923.136023
  nChanged 215
		SP:Iteration 56Q (190079.500000 sec): 3 clusters
  Score: Raw -5270132.045774 + Penalty 5165.405086 = -5264966.640687
  nChanged 215
		SP:Iteration 57Q (190079.940000 sec): 3 clusters
  Score: Raw -5270180.674105 + Penalty 5165.405086 = -5265015.269018
  nChanged 249
		SP:Iteration 58Q (190080.360000 sec): 3 clusters
  Score: Raw -5270240.814154 + Penalty 5165.405086 = -5265075.409068
  nChanged 269
		SP:Iteration 59Q (190080.770000 sec): 3 clusters
  Score: Raw -5270311.638232 + Penalty 5165.405086 = -5265146.233145
  nChanged 310
		SP:Iteration 60F (190081.250000 sec): 3 clusters
  Score: Raw -5270404.106192 + Penalty 5165.405086 = -5265238.701105
  nChanged 327
		SP:Iteration 61Q (190081.600000 sec): 3 clusters
  Score: Raw -5270517.293610 + Penalty 5165.405086 = -5265351.888523
  nChanged 365
		SP:Iteration 62Q (190082.080000 sec): 3 clusters
  Score: Raw -5270687.779632 + Penalty 5165.405086 = -5265522.374546
  nChanged 390
		SP:Iteration 63Q (190082.470000 sec): 3 clusters
  Score: Raw -5270943.033243 + Penalty 5165.405086 = -5265777.628157
  nChanged 408
		SP:Iteration 64Q (190082.880000 sec): 3 clusters
  Score: Raw -5271309.976802 + Penalty 5165.405086 = -5266144.571715
  nChanged 429
		SP:Iteration 65Q (190083.280000 sec): 3 clusters
  Score: Raw -5271778.463382 + Penalty 5165.405086 = -5266613.058296
  nChanged 438
		SP:Iteration 66Q (190083.710000 sec): 3 clusters
  Score: Raw -5272231.675226 + Penalty 5165.405086 = -5267066.270140
  nChanged 403
		SP:Iteration 67Q (190084.100000 sec): 3 clusters
  Score: Raw -5272540.558386 + Penalty 5165.405086 = -5267375.153300
  nChanged 326
		SP:Iteration 68Q (190084.570000 sec): 3 clusters
  Score: Raw -5272746.623412 + Penalty 5165.405086 = -5267581.218326
  nChanged 277
		SP:Iteration 69Q (190084.980000 sec): 3 clusters
  Score: Raw -5272886.175762 + Penalty 5165.405086 = -5267720.770676
  nChanged 213
		SP:Iteration 70Q (190085.380000 sec): 3 clusters
  Score: Raw -5272974.378453 + Penalty 5165.405086 = -5267808.973366
  nChanged 168
		SP:Iteration 71Q (190085.800000 sec): 3 clusters
  Score: Raw -5273034.192496 + Penalty 5165.405086 = -5267868.787409
  nChanged 140
		SP:Iteration 72Q (190086.200000 sec): 3 clusters
  Score: Raw -5273076.472252 + Penalty 5165.405086 = -5267911.067165
  nChanged 119
		SP:Iteration 73Q (190086.580000 sec): 3 clusters
  Score: Raw -5273108.098616 + Penalty 5165.405086 = -5267942.693529
  nChanged 103
		SP:Iteration 74Q (190087.030000 sec): 3 clusters
  Score: Raw -5273133.842282 + Penalty 5165.405086 = -5267968.437195
  nChanged 66
		SP:Iteration 75Q (190087.430000 sec): 3 clusters
  Score: Raw -5273149.397321 + Penalty 5165.405086 = -5267983.992234
  nChanged 60
		SP:Iteration 76Q (190087.890000 sec): 3 clusters
  Score: Raw -5273161.007204 + Penalty 5165.405086 = -5267995.602118
  nChanged 40
		SP:Iteration 77Q (190088.220000 sec): 3 clusters
  Score: Raw -5273169.012056 + Penalty 5165.405086 = -5268003.606969
  nChanged 48
		SP:Iteration 78Q (190088.570000 sec): 3 clusters
  Score: Raw -5273178.699089 + Penalty 5165.405086 = -5268013.294002
  nChanged 33
		SP:Iteration 79Q (190089.000000 sec): 3 clusters
  Score: Raw -5273184.557726 + Penalty 5165.405086 = -5268019.152639
  nChanged 29
		SP:Iteration 80F (190089.430000 sec): 3 clusters
  Score: Raw -5273189.760900 + Penalty 5165.405086 = -5268024.355813
  nChanged 26
		SP:Iteration 81Q (190089.810000 sec): 3 clusters
  Score: Raw -5273195.390754 + Penalty 5165.405086 = -5268029.985667
  nChanged 33
		SP:Iteration 82Q (190090.200000 sec): 3 clusters
  Score: Raw -5273201.417848 + Penalty 5165.405086 = -5268036.012761
  nChanged 32
		SP:Iteration 83Q (190090.630000 sec): 3 clusters
  Score: Raw -5273206.723491 + Penalty 5165.405086 = -5268041.318405
  nChanged 28
		SP:Iteration 84Q (190091.110000 sec): 3 clusters
  Score: Raw -5273211.015560 + Penalty 5165.405086 = -5268045.610474
  nChanged 26
		SP:Iteration 85Q (190091.570000 sec): 3 clusters
  Score: Raw -5273215.653557 + Penalty 5165.405086 = -5268050.248470
  nChanged 26
		SP:Iteration 86Q (190091.930000 sec): 3 clusters
  Score: Raw -5273221.034016 + Penalty 5165.405086 = -5268055.628929
  nChanged 29
		SP:Iteration 87Q (190092.330000 sec): 3 clusters
  Score: Raw -5273227.884196 + Penalty 5165.405086 = -5268062.479109
  nChanged 33
		SP:Iteration 88Q (190092.720000 sec): 3 clusters
  Score: Raw -5273234.242518 + Penalty 5165.405086 = -5268068.837432
  nChanged 28
		SP:Iteration 89Q (190093.150000 sec): 3 clusters
  Score: Raw -5273239.776115 + Penalty 5165.405086 = -5268074.371028
  nChanged 27
		SP:Iteration 90Q (190093.580000 sec): 3 clusters
  Score: Raw -5273243.801808 + Penalty 5165.405086 = -5268078.396721
  nChanged 17
		SP:Iteration 91Q (190093.940000 sec): 3 clusters
  Score: Raw -5273246.327485 + Penalty 5165.405086 = -5268080.922398
  nChanged 9
		SP:Iteration 92Q (190094.290000 sec): 3 clusters
  Score: Raw -5273247.934937 + Penalty 5165.405086 = -5268082.529851
  nChanged 9
		SP:Iteration 93Q (190094.700000 sec): 3 clusters
  Score: Raw -5273249.268489 + Penalty 5165.405086 = -5268083.863402
  nChanged 10
		SP:Iteration 94Q (190095.050000 sec): 3 clusters
  Score: Raw -5273250.755220 + Penalty 5165.405086 = -5268085.350133
  nChanged 7
		SP:Iteration 95Q (190095.440000 sec): 3 clusters
  Score: Raw -5273251.797602 + Penalty 5165.405086 = -5268086.392515
  nChanged 8
		SP:Iteration 96Q (190095.800000 sec): 3 clusters
  Score: Raw -5273253.157348 + Penalty 5165.405086 = -5268087.752262
  nChanged 10
		SP:Iteration 97Q (190096.200000 sec): 3 clusters
  Score: Raw -5273254.825096 + Penalty 5165.405086 = -5268089.420009
  nChanged 17
		SP:Iteration 98Q (190096.550000 sec): 3 clusters
  Score: Raw -5273258.121895 + Penalty 5165.405086 = -5268092.716809
  nChanged 22
		SP:Iteration 99Q (190096.880000 sec): 3 clusters
  Score: Raw -5273262.225995 + Penalty 5165.405086 = -5268096.820909
  nChanged 17
		SP:Iteration 100F (190097.320000 sec): 3 clusters
  Score: Raw -5273265.571299 + Penalty 5165.405086 = -5268100.166213
  nChanged 23
		SP:Iteration 101Q (190097.650000 sec): 3 clusters
  Score: Raw -5273269.627021 + Penalty 5165.405086 = -5268104.221934
  nChanged 18
		SP:Iteration 102Q (190098.010000 sec): 3 clusters
  Score: Raw -5273273.221669 + Penalty 5165.405086 = -5268107.816582
  nChanged 15
		SP:Iteration 103Q (190098.340000 sec): 3 clusters
  Score: Raw -5273276.076984 + Penalty 5165.405086 = -5268110.671897
  nChanged 13
		SP:Iteration 104Q (190098.760000 sec): 3 clusters
  Score: Raw -5273278.352763 + Penalty 5165.405086 = -5268112.947676
  nChanged 10
		SP:Iteration 105Q (190099.240000 sec): 3 clusters
  Score: Raw -5273279.829783 + Penalty 5165.405086 = -5268114.424697
  nChanged 9
		SP:Iteration 106Q (190099.600000 sec): 3 clusters
  Score: Raw -5273281.379338 + Penalty 5165.405086 = -5268115.974252
  nChanged 8
		SP:Iteration 107Q (190100.040000 sec): 3 clusters
  Score: Raw -5273282.513587 + Penalty 5165.405086 = -5268117.108500
  nChanged 7
		SP:Iteration 108Q (190100.440000 sec): 3 clusters
  Score: Raw -5273284.164866 + Penalty 5165.405086 = -5268118.759779
  nChanged 9
		SP:Iteration 109Q (190100.910000 sec): 3 clusters
  Score: Raw -5273285.735041 + Penalty 5165.405086 = -5268120.329955
  nChanged 8
		SP:Iteration 110Q (190101.340000 sec): 3 clusters
  Score: Raw -5273286.591563 + Penalty 5165.405086 = -5268121.186477
  nChanged 5
		SP:Iteration 111Q (190101.760000 sec): 3 clusters
  Score: Raw -5273287.365949 + Penalty 5165.405086 = -5268121.960862
  nChanged 8
		SP:Iteration 112Q (190102.150000 sec): 3 clusters
  Score: Raw -5273288.402239 + Penalty 5165.405086 = -5268122.997152
  nChanged 7
		SP:Iteration 113Q (190102.560000 sec): 3 clusters
  Score: Raw -5273289.416973 + Penalty 5165.405086 = -5268124.011887
  nChanged 9
		SP:Iteration 114Q (190103.000000 sec): 3 clusters
  Score: Raw -5273290.913932 + Penalty 5165.405086 = -5268125.508845
  nChanged 8
		SP:Iteration 115Q (190103.400000 sec): 3 clusters
  Score: Raw -5273292.421277 + Penalty 5165.405086 = -5268127.016191
  nChanged 11
		SP:Iteration 116Q (190103.830000 sec): 3 clusters
  Score: Raw -5273294.179564 + Penalty 5165.405086 = -5268128.774477
  nChanged 7
		SP:Iteration 117Q (190104.190000 sec): 3 clusters
  Score: Raw -5273295.256399 + Penalty 5165.405086 = -5268129.851312
  nChanged 5
		SP:Iteration 118Q (190104.600000 sec): 3 clusters
  Score: Raw -5273296.045103 + Penalty 5165.405086 = -5268130.640016
  nChanged 7
		SP:Iteration 119Q (190104.960000 sec): 3 clusters
  Score: Raw -5273296.802627 + Penalty 5165.405086 = -5268131.397540
  nChanged 6
		SP:Iteration 120F (190105.370000 sec): 3 clusters
  Score: Raw -5273297.290329 + Penalty 5165.405086 = -5268131.885243
  nChanged 3
		SP:Iteration 121Q (190105.790000 sec): 3 clusters
  Score: Raw -5273297.767344 + Penalty 5165.405086 = -5268132.362258
  nChanged 5
		SP:Iteration 122Q (190106.150000 sec): 3 clusters
  Score: Raw -5273298.811514 + Penalty 5165.405086 = -5268133.406428
  nChanged 5
		SP:Iteration 123Q (190106.560000 sec): 3 clusters
  Score: Raw -5273299.733726 + Penalty 5165.405086 = -5268134.328639
  nChanged 6
		SP:Iteration 124Q (190106.990000 sec): 3 clusters
  Score: Raw -5273300.579570 + Penalty 5165.405086 = -5268135.174483
  nChanged 4
		SP:Iteration 125Q (190107.370000 sec): 3 clusters
  Score: Raw -5273301.304249 + Penalty 5165.405086 = -5268135.899163
  nChanged 4
		SP:Iteration 126Q (190107.750000 sec): 3 clusters
  Score: Raw -5273301.913733 + Penalty 5165.405086 = -5268136.508647
  nChanged 5
		SP:Iteration 127Q (190108.180000 sec): 3 clusters
  Score: Raw -5273303.106132 + Penalty 5165.405086 = -5268137.701045
  nChanged 9
		SP:Iteration 128Q (190108.540000 sec): 3 clusters
  Score: Raw -5273304.534290 + Penalty 5165.405086 = -5268139.129204
  nChanged 6
		SP:Iteration 129Q (190108.970000 sec): 3 clusters
  Score: Raw -5273305.427417 + Penalty 5165.405086 = -5268140.022331
  nChanged 5
		SP:Iteration 130Q (190109.460000 sec): 3 clusters
  Score: Raw -5273306.152970 + Penalty 5165.405086 = -5268140.747883
  nChanged 10
		SP:Iteration 131Q (190109.830000 sec): 3 clusters
  Score: Raw -5273307.630763 + Penalty 5165.405086 = -5268142.225676
  nChanged 9
		SP:Iteration 132Q (190110.240000 sec): 3 clusters
  Score: Raw -5273309.431430 + Penalty 5165.405086 = -5268144.026343
  nChanged 14
		SP:Iteration 133Q (190110.620000 sec): 3 clusters
  Score: Raw -5273311.623095 + Penalty 5165.405086 = -5268146.218008
  nChanged 12
		SP:Iteration 134Q (190111.030000 sec): 3 clusters
  Score: Raw -5273313.198919 + Penalty 5165.405086 = -5268147.793833
  nChanged 5
		SP:Iteration 135Q (190111.510000 sec): 3 clusters
  Score: Raw -5273314.192543 + Penalty 5165.405086 = -5268148.787457
  nChanged 11
		SP:Iteration 136Q (190111.910000 sec): 3 clusters
  Score: Raw -5273317.942942 + Penalty 5165.405086 = -5268152.537855
  nChanged 19
		SP:Iteration 137Q (190112.330000 sec): 3 clusters
  Score: Raw -5273321.822105 + Penalty 5165.405086 = -5268156.417018
  nChanged 16
		SP:Iteration 138Q (190112.730000 sec): 3 clusters
  Score: Raw -5273324.549662 + Penalty 5165.405086 = -5268159.144576
  nChanged 12
		SP:Iteration 139Q (190113.140000 sec): 3 clusters
  Score: Raw -5273326.327213 + Penalty 5165.405086 = -5268160.922126
  nChanged 14
		SP:Iteration 140F (190113.560000 sec): 3 clusters
  Score: Raw -5273329.453173 + Penalty 5165.405086 = -5268164.048086
  nChanged 9
		SP:Iteration 141Q (190113.960000 sec): 3 clusters
  Score: Raw -5273331.125586 + Penalty 5165.405086 = -5268165.720499
  nChanged 8
		SP:Iteration 142Q (190114.400000 sec): 3 clusters
  Score: Raw -5273332.442286 + Penalty 5165.405086 = -5268167.037200
  nChanged 6
		SP:Iteration 143Q (190114.790000 sec): 3 clusters
  Score: Raw -5273333.291012 + Penalty 5165.405086 = -5268167.885926
  nChanged 6
		SP:Iteration 144Q (190115.230000 sec): 3 clusters
  Score: Raw -5273334.210935 + Penalty 5165.405086 = -5268168.805849
  nChanged 4
		SP:Iteration 145Q (190115.600000 sec): 3 clusters
  Score: Raw -5273334.561124 + Penalty 5165.405086 = -5268169.156038
  nChanged 2
		SP:Iteration 146Q (190115.990000 sec): 3 clusters
  Score: Raw -5273335.258152 + Penalty 5165.405086 = -5268169.853065
  nChanged 4
		SP:Iteration 147Q (190116.500000 sec): 3 clusters
  Score: Raw -5273335.824029 + Penalty 5165.405086 = -5268170.418942
  nChanged 4
		SP:Iteration 148Q (190116.890000 sec): 3 clusters
  Score: Raw -5273336.729114 + Penalty 5165.405086 = -5268171.324027
  nChanged 3
		SP:Iteration 149Q (190117.310000 sec): 3 clusters
  Score: Raw -5273337.280704 + Penalty 5165.405086 = -5268171.875617
  nChanged 6
		SP:Iteration 150Q (190117.730000 sec): 3 clusters
  Score: Raw -5273338.124791 + Penalty 5165.405086 = -5268172.719704
  nChanged 1
		SP:Iteration 151Q (190118.090000 sec): 3 clusters
  Score: Raw -5273338.283500 + Penalty 5165.405086 = -5268172.878414
  nChanged 2
		SP:Iteration 152Q (190118.480000 sec): 3 clusters
  Score: Raw -5273338.638751 + Penalty 5165.405086 = -5268173.233665
  nChanged 2
		SP:Iteration 153Q (190118.880000 sec): 3 clusters
  Score: Raw -5273339.016628 + Penalty 5165.405086 = -5268173.611542
  nChanged 4
		SP:Iteration 154Q (190119.350000 sec): 3 clusters
  Score: Raw -5273339.654852 + Penalty 5165.405086 = -5268174.249766
  nChanged 3
		SP:Iteration 155Q (190119.680000 sec): 3 clusters
  Score: Raw -5273340.441222 + Penalty 5165.405086 = -5268175.036136
  nChanged 4
		SP:Iteration 156Q (190120.090000 sec): 3 clusters
  Score: Raw -5273341.079603 + Penalty 5165.405086 = -5268175.674516
  nChanged 4
		SP:Iteration 157Q (190120.480000 sec): 3 clusters
  Score: Raw -5273341.898159 + Penalty 5165.405086 = -5268176.493072
  nChanged 5
		SP:Iteration 158Q (190120.900000 sec): 3 clusters
  Score: Raw -5273343.231110 + Penalty 5165.405086 = -5268177.826023
  nChanged 11
		SP:Iteration 159Q (190121.310000 sec): 3 clusters
  Score: Raw -5273345.561024 + Penalty 5165.405086 = -5268180.155937
  nChanged 7
		SP:Iteration 160F (190121.660000 sec): 3 clusters
  Score: Raw -5273347.075327 + Penalty 5165.405086 = -5268181.670240
  nChanged 7
		SP:Iteration 161Q (190122.020000 sec): 3 clusters
  Score: Raw -5273348.558775 + Penalty 5165.405086 = -5268183.153689
  nChanged 7
		SP:Iteration 162Q (190122.450000 sec): 3 clusters
  Score: Raw -5273349.313660 + Penalty 5165.405086 = -5268183.908573
  nChanged 3
		SP:Iteration 163Q (190122.850000 sec): 3 clusters
  Score: Raw -5273349.660985 + Penalty 5165.405086 = -5268184.255899
  nChanged 2
		SP:Iteration 164Q (190123.260000 sec): 3 clusters
  Score: Raw -5273349.833042 + Penalty 5165.405086 = -5268184.427956
  nChanged 2
		SP:Iteration 165Q (190123.660000 sec): 3 clusters
  Score: Raw -5273349.980689 + Penalty 5165.405086 = -5268184.575603
  nChanged 1
		SP:Iteration 166Q (190124.050000 sec): 3 clusters
  Score: Raw -5273350.245618 + Penalty 5165.405086 = -5268184.840531
  nChanged 1
		SP:Iteration 167Q (190124.400000 sec): 3 clusters
  Score: Raw -5273350.460126 + Penalty 5165.405086 = -5268185.055039
  nChanged 1
		SP:Iteration 168Q (190124.800000 sec): 3 clusters
  Score: Raw -5273350.553140 + Penalty 5165.405086 = -5268185.148054
  nChanged 1
		SP:Iteration 169Q (190125.210000 sec): 3 clusters
  Score: Raw -5273350.642199 + Penalty 5165.405086 = -5268185.237113
  nChanged 1
		SP:Iteration 170Q (190125.570000 sec): 3 clusters
  Score: Raw -5273350.795061 + Penalty 5165.405086 = -5268185.389975
  nChanged 1
		SP:Iteration 171Q (190125.980000 sec): 3 clusters
  Score: Raw -5273351.158089 + Penalty 5165.405086 = -5268185.753002
  nChanged 2
		SP:Iteration 172Q (190126.320000 sec): 3 clusters
  Score: Raw -5273351.488173 + Penalty 5165.405086 = -5268186.083086
  nChanged 2
		SP:Iteration 173Q (190126.680000 sec): 3 clusters
  Score: Raw -5273351.786483 + Penalty 5165.405086 = -5268186.381396
  nChanged 0
		SP:Iteration 174F (190127.050000 sec): 3 clusters
  Score: Raw -5273351.786483 + Penalty 5165.405086 = -5268186.381396
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 26 (31100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190127.340000 sec): 2 clusters
  Score: Raw -5069065.732185 + Penalty 2565.550848 = -5066500.181336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190127.690000 sec): 3 clusters
  Score: Raw -5050418.134091 + Penalty 5131.101697 = -5045287.032394
  nChanged 14042
		SP:Iteration 1F (190128.110000 sec): 3 clusters
  Score: Raw -5058016.796253 + Penalty 5131.101697 = -5052885.694556
  nChanged 1539
		SP:Iteration 2Q (190128.590000 sec): 3 clusters
  Score: Raw -5058610.077958 + Penalty 5131.101697 = -5053478.976261
  nChanged 1541
		SP:Iteration 3Q (190129.070000 sec): 3 clusters
  Score: Raw -5059299.017051 + Penalty 5131.101697 = -5054167.915354
  nChanged 1712
		SP:Iteration 4F (190129.460000 sec): 3 clusters
  Score: Raw -5060194.471745 + Penalty 5131.101697 = -5055063.370048
  nChanged 1951
		SP:Iteration 5F (190129.810000 sec): 3 clusters
  Score: Raw -5061415.280674 + Penalty 5131.101697 = -5056284.178977
  nChanged 2127
		SP:Iteration 6F (190130.200000 sec): 3 clusters
  Score: Raw -5063005.870969 + Penalty 5131.101697 = -5057874.769273
  nChanged 2174
		SP:Iteration 7F (190130.570000 sec): 3 clusters
  Score: Raw -5064826.041344 + Penalty 5131.101697 = -5059694.939647
  nChanged 1867
		SP:Iteration 8F (190130.970000 sec): 3 clusters
  Score: Raw -5066455.383830 + Penalty 5131.101697 = -5061324.282133
  nChanged 1314
		SP:Iteration 9Q (190131.400000 sec): 3 clusters
  Score: Raw -5067567.039660 + Penalty 5131.101697 = -5062435.937963
  nChanged 892
		SP:Iteration 10Q (190131.790000 sec): 3 clusters
  Score: Raw -5068330.234788 + Penalty 5131.101697 = -5063199.133091
  nChanged 558
		SP:Iteration 11Q (190132.170000 sec): 3 clusters
  Score: Raw -5068796.448397 + Penalty 5131.101697 = -5063665.346701
  nChanged 300
		SP:Iteration 12Q (190132.630000 sec): 3 clusters
  Score: Raw -5069063.803195 + Penalty 5131.101697 = -5063932.701499
  nChanged 171
		SP:Iteration 13Q (190133.020000 sec): 3 clusters
  Score: Raw -5069217.581827 + Penalty 5131.101697 = -5064086.480130
  nChanged 109
		SP:Iteration 14Q (190133.390000 sec): 3 clusters
  Score: Raw -5069308.357360 + Penalty 5131.101697 = -5064177.255664
  nChanged 65
		SP:Iteration 15Q (190133.730000 sec): 3 clusters
  Score: Raw -5069360.575431 + Penalty 5131.101697 = -5064229.473735
  nChanged 45
		SP:Iteration 16Q (190134.140000 sec): 3 clusters
  Score: Raw -5069386.821557 + Penalty 5131.101697 = -5064255.719860
  nChanged 22
		SP:Iteration 17Q (190134.480000 sec): 3 clusters
  Score: Raw -5069406.244356 + Penalty 5131.101697 = -5064275.142659
  nChanged 22
		SP:Iteration 18Q (190134.800000 sec): 3 clusters
  Score: Raw -5069423.438430 + Penalty 5131.101697 = -5064292.336733
  nChanged 18
		SP:Iteration 19Q (190135.120000 sec): 3 clusters
  Score: Raw -5069435.456758 + Penalty 5131.101697 = -5064304.355062
  nChanged 18
		SP:Iteration 20F (190135.460000 sec): 3 clusters
  Score: Raw -5069447.403254 + Penalty 5131.101697 = -5064316.301558
  nChanged 14
		SP:Iteration 21Q (190135.780000 sec): 3 clusters
  Score: Raw -5069457.291339 + Penalty 5131.101697 = -5064326.189642
  nChanged 15
		SP:Iteration 22Q (190136.100000 sec): 3 clusters
  Score: Raw -5069468.900232 + Penalty 5131.101697 = -5064337.798535
  nChanged 11
		SP:Iteration 23Q (190136.440000 sec): 3 clusters
  Score: Raw -5069475.377413 + Penalty 5131.101697 = -5064344.275716
  nChanged 10
		SP:Iteration 24Q (190136.800000 sec): 3 clusters
  Score: Raw -5069481.374797 + Penalty 5131.101697 = -5064350.273101
  nChanged 9
		SP:Iteration 25Q (190137.190000 sec): 3 clusters
  Score: Raw -5069486.208013 + Penalty 5131.101697 = -5064355.106316
  nChanged 3
		SP:Iteration 26Q (190137.620000 sec): 3 clusters
  Score: Raw -5069488.153335 + Penalty 5131.101697 = -5064357.051638
  nChanged 2
		SP:Iteration 27Q (190138.000000 sec): 3 clusters
  Score: Raw -5069489.108531 + Penalty 5131.101697 = -5064358.006835
  nChanged 3
		SP:Iteration 28Q (190138.440000 sec): 3 clusters
  Score: Raw -5069492.002271 + Penalty 5131.101697 = -5064360.900574
  nChanged 3
		SP:Iteration 29Q (190138.820000 sec): 3 clusters
  Score: Raw -5069494.847146 + Penalty 5131.101697 = -5064363.745450
  nChanged 3
		SP:Iteration 30Q (190139.240000 sec): 3 clusters
  Score: Raw -5069496.748332 + Penalty 5131.101697 = -5064365.646635
  nChanged 1
		SP:Iteration 31Q (190139.670000 sec): 3 clusters
  Score: Raw -5069497.160663 + Penalty 5131.101697 = -5064366.058967
  nChanged 0
		SP:Iteration 32F (190140.120000 sec): 3 clusters
  Score: Raw -5069497.160663 + Penalty 5131.101697 = -5064366.058967
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 27 (5802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190140.270000 sec): 2 clusters
  Score: Raw -925864.236525 + Penalty 2149.157575 = -923715.078950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190140.510000 sec): 3 clusters
  Score: Raw -922969.517675 + Penalty 4298.315150 = -918671.202525
  nChanged 2266
		SP:Iteration 1F (190140.830000 sec): 3 clusters
  Score: Raw -924270.794266 + Penalty 4298.315150 = -919972.479115
  nChanged 418
		SP:Iteration 2F (190141.130000 sec): 3 clusters
  Score: Raw -924494.153135 + Penalty 4298.315150 = -920195.837984
  nChanged 287
		SP:Iteration 3Q (190141.300000 sec): 3 clusters
  Score: Raw -924634.050815 + Penalty 4298.315150 = -920335.735664
  nChanged 229
		SP:Iteration 4Q (190141.510000 sec): 3 clusters
  Score: Raw -924764.060370 + Penalty 4298.315150 = -920465.745219
  nChanged 224
		SP:Iteration 5Q (190141.760000 sec): 3 clusters
  Score: Raw -924876.460090 + Penalty 4298.315150 = -920578.144940
  nChanged 204
		SP:Iteration 6Q (190141.970000 sec): 3 clusters
  Score: Raw -924974.924228 + Penalty 4298.315150 = -920676.609078
  nChanged 167
		SP:Iteration 7Q (190142.220000 sec): 3 clusters
  Score: Raw -925057.941132 + Penalty 4298.315150 = -920759.625982
  nChanged 159
		SP:Iteration 8Q (190142.390000 sec): 3 clusters
  Score: Raw -925138.251320 + Penalty 4298.315150 = -920839.936170
  nChanged 156
		SP:Iteration 9Q (190142.610000 sec): 3 clusters
  Score: Raw -925219.440530 + Penalty 4298.315150 = -920921.125379
  nChanged 141
		SP:Iteration 10Q (190142.880000 sec): 3 clusters
  Score: Raw -925283.135480 + Penalty 4298.315150 = -920984.820329
  nChanged 118
		SP:Iteration 11Q (190143.110000 sec): 3 clusters
  Score: Raw -925338.516084 + Penalty 4298.315150 = -921040.200933
  nChanged 100
		SP:Iteration 12Q (190143.340000 sec): 3 clusters
  Score: Raw -925379.354892 + Penalty 4298.315150 = -921081.039742
  nChanged 69
		SP:Iteration 13Q (190143.590000 sec): 3 clusters
  Score: Raw -925408.540397 + Penalty 4298.315150 = -921110.225247
  nChanged 74
		SP:Iteration 14Q (190143.840000 sec): 3 clusters
  Score: Raw -925438.010051 + Penalty 4298.315150 = -921139.694901
  nChanged 80
		SP:Iteration 15Q (190144.010000 sec): 3 clusters
  Score: Raw -925468.557566 + Penalty 4298.315150 = -921170.242416
  nChanged 74
		SP:Iteration 16Q (190144.220000 sec): 3 clusters
  Score: Raw -925497.344669 + Penalty 4298.315150 = -921199.029519
  nChanged 59
		SP:Iteration 17Q (190144.440000 sec): 3 clusters
  Score: Raw -925521.711623 + Penalty 4298.315150 = -921223.396473
  nChanged 58
		SP:Iteration 18Q (190144.680000 sec): 3 clusters
  Score: Raw -925543.950527 + Penalty 4298.315150 = -921245.635377
  nChanged 60
		SP:Iteration 19Q (190144.880000 sec): 3 clusters
  Score: Raw -925566.421097 + Penalty 4298.315150 = -921268.105946
  nChanged 53
		SP:Iteration 20F (190145.100000 sec): 3 clusters
  Score: Raw -925587.451758 + Penalty 4298.315150 = -921289.136607
  nChanged 63
		SP:Iteration 21Q (190145.280000 sec): 3 clusters
  Score: Raw -925613.663027 + Penalty 4298.315150 = -921315.347877
  nChanged 64
		SP:Iteration 22Q (190145.500000 sec): 3 clusters
  Score: Raw -925641.111461 + Penalty 4298.315150 = -921342.796311
  nChanged 56
		SP:Iteration 23Q (190145.730000 sec): 3 clusters
  Score: Raw -925665.987897 + Penalty 4298.315150 = -921367.672747
  nChanged 41
		SP:Iteration 24Q (190145.940000 sec): 3 clusters
  Score: Raw -925681.983939 + Penalty 4298.315150 = -921383.668789
  nChanged 38
		SP:Iteration 25Q (190146.220000 sec): 3 clusters
  Score: Raw -925694.660698 + Penalty 4298.315150 = -921396.345548
  nChanged 35
		SP:Iteration 26Q (190146.410000 sec): 3 clusters
  Score: Raw -925708.987265 + Penalty 4298.315150 = -921410.672115
  nChanged 35
		SP:Iteration 27Q (190146.570000 sec): 3 clusters
  Score: Raw -925724.523326 + Penalty 4298.315150 = -921426.208176
  nChanged 29
		SP:Iteration 28Q (190146.820000 sec): 3 clusters
  Score: Raw -925735.904967 + Penalty 4298.315150 = -921437.589816
  nChanged 38
		SP:Iteration 29Q (190147.020000 sec): 3 clusters
  Score: Raw -925750.353843 + Penalty 4298.315150 = -921452.038692
  nChanged 29
		SP:Iteration 30Q (190147.210000 sec): 3 clusters
  Score: Raw -925760.190921 + Penalty 4298.315150 = -921461.875770
  nChanged 25
		SP:Iteration 31Q (190147.430000 sec): 3 clusters
  Score: Raw -925769.053647 + Penalty 4298.315150 = -921470.738496
  nChanged 24
		SP:Iteration 32Q (190147.660000 sec): 3 clusters
  Score: Raw -925776.566003 + Penalty 4298.315150 = -921478.250853
  nChanged 22
		SP:Iteration 33Q (190147.850000 sec): 3 clusters
  Score: Raw -925783.459415 + Penalty 4298.315150 = -921485.144264
  nChanged 14
		SP:Iteration 34Q (190148.060000 sec): 3 clusters
  Score: Raw -925789.821787 + Penalty 4298.315150 = -921491.506636
  nChanged 24
		SP:Iteration 35Q (190148.310000 sec): 3 clusters
  Score: Raw -925798.560719 + Penalty 4298.315150 = -921500.245569
  nChanged 18
		SP:Iteration 36Q (190148.550000 sec): 3 clusters
  Score: Raw -925805.973874 + Penalty 4298.315150 = -921507.658724
  nChanged 20
		SP:Iteration 37Q (190148.750000 sec): 3 clusters
  Score: Raw -925813.420819 + Penalty 4298.315150 = -921515.105668
  nChanged 15
		SP:Iteration 38Q (190148.970000 sec): 3 clusters
  Score: Raw -925818.322871 + Penalty 4298.315150 = -921520.007721
  nChanged 13
		SP:Iteration 39Q (190149.160000 sec): 3 clusters
  Score: Raw -925823.911791 + Penalty 4298.315150 = -921525.596641
  nChanged 12
		SP:Iteration 40F (190149.360000 sec): 3 clusters
  Score: Raw -925827.794526 + Penalty 4298.315150 = -921529.479375
  nChanged 11
		SP:Iteration 41Q (190149.620000 sec): 3 clusters
  Score: Raw -925831.158786 + Penalty 4298.315150 = -921532.843636
  nChanged 10
		SP:Iteration 42Q (190149.860000 sec): 3 clusters
  Score: Raw -925834.224813 + Penalty 4298.315150 = -921535.909662
  nChanged 7
		SP:Iteration 43Q (190150.050000 sec): 3 clusters
  Score: Raw -925836.612983 + Penalty 4298.315150 = -921538.297832
  nChanged 6
		SP:Iteration 44Q (190150.280000 sec): 3 clusters
  Score: Raw -925838.548829 + Penalty 4298.315150 = -921540.233679
  nChanged 4
		SP:Iteration 45Q (190150.440000 sec): 3 clusters
  Score: Raw -925839.907056 + Penalty 4298.315150 = -921541.591906
  nChanged 5
		SP:Iteration 46Q (190150.690000 sec): 3 clusters
  Score: Raw -925841.123549 + Penalty 4298.315150 = -921542.808398
  nChanged 3
		SP:Iteration 47Q (190150.900000 sec): 3 clusters
  Score: Raw -925842.204359 + Penalty 4298.315150 = -921543.889209
  nChanged 4
		SP:Iteration 48Q (190151.130000 sec): 3 clusters
  Score: Raw -925843.527927 + Penalty 4298.315150 = -921545.212776
  nChanged 3
		SP:Iteration 49Q (190151.350000 sec): 3 clusters
  Score: Raw -925844.725953 + Penalty 4298.315150 = -921546.410802
  nChanged 3
		SP:Iteration 50Q (190151.540000 sec): 3 clusters
  Score: Raw -925845.511040 + Penalty 4298.315150 = -921547.195890
  nChanged 0
		SP:Iteration 51F (190151.790000 sec): 3 clusters
  Score: Raw -925845.511040 + Penalty 4298.315150 = -921547.195890
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 28 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190151.930000 sec): 2 clusters
  Score: Raw -384993.013106 + Penalty 1948.078937 = -383044.934168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190152.130000 sec): 3 clusters
  Score: Raw -383892.268887 + Penalty 3896.157875 = -379996.111013
  nChanged 902
		SP:Iteration 1F (190152.280000 sec): 3 clusters
  Score: Raw -384469.436493 + Penalty 3896.157875 = -380573.278619
  nChanged 220
		SP:Iteration 2F (190152.460000 sec): 3 clusters
  Score: Raw -384643.166415 + Penalty 3896.157875 = -380747.008540
  nChanged 132
		SP:Iteration 3F (190152.600000 sec): 3 clusters
  Score: Raw -384745.015460 + Penalty 3896.157875 = -380848.857585
  nChanged 106
		SP:Iteration 4Q (190152.760000 sec): 3 clusters
  Score: Raw -384848.618036 + Penalty 3896.157875 = -380952.460161
  nChanged 91
		SP:Iteration 5Q (190152.960000 sec): 3 clusters
  Score: Raw -384918.175432 + Penalty 3896.157875 = -381022.017557
  nChanged 72
		SP:Iteration 6Q (190153.130000 sec): 3 clusters
  Score: Raw -384977.481939 + Penalty 3896.157875 = -381081.324064
  nChanged 72
		SP:Iteration 7Q (190153.300000 sec): 3 clusters
  Score: Raw -385033.734769 + Penalty 3896.157875 = -381137.576894
  nChanged 72
		SP:Iteration 8Q (190153.480000 sec): 3 clusters
  Score: Raw -385089.811719 + Penalty 3896.157875 = -381193.653845
  nChanged 56
		SP:Iteration 9Q (190153.650000 sec): 3 clusters
  Score: Raw -385127.598857 + Penalty 3896.157875 = -381231.440982
  nChanged 40
		SP:Iteration 10Q (190153.820000 sec): 3 clusters
  Score: Raw -385151.922579 + Penalty 3896.157875 = -381255.764704
  nChanged 39
		SP:Iteration 11Q (190154.020000 sec): 3 clusters
  Score: Raw -385175.479606 + Penalty 3896.157875 = -381279.321731
  nChanged 28
		SP:Iteration 12Q (190154.180000 sec): 3 clusters
  Score: Raw -385192.432158 + Penalty 3896.157875 = -381296.274283
  nChanged 20
		SP:Iteration 13Q (190154.350000 sec): 3 clusters
  Score: Raw -385206.906222 + Penalty 3896.157875 = -381310.748347
  nChanged 24
		SP:Iteration 14Q (190154.530000 sec): 3 clusters
  Score: Raw -385219.981395 + Penalty 3896.157875 = -381323.823520
  nChanged 18
		SP:Iteration 15Q (190154.680000 sec): 3 clusters
  Score: Raw -385229.942258 + Penalty 3896.157875 = -381333.784383
  nChanged 14
		SP:Iteration 16Q (190154.840000 sec): 3 clusters
  Score: Raw -385237.225584 + Penalty 3896.157875 = -381341.067709
  nChanged 11
		SP:Iteration 17Q (190155.000000 sec): 3 clusters
  Score: Raw -385244.936942 + Penalty 3896.157875 = -381348.779067
  nChanged 16
		SP:Iteration 18Q (190155.100000 sec): 3 clusters
  Score: Raw -385255.030139 + Penalty 3896.157875 = -381358.872264
  nChanged 17
		SP:Iteration 19Q (190155.250000 sec): 3 clusters
  Score: Raw -385267.194077 + Penalty 3896.157875 = -381371.036202
  nChanged 9
		SP:Iteration 20F (190155.390000 sec): 3 clusters
  Score: Raw -385272.435417 + Penalty 3896.157875 = -381376.277542
  nChanged 6
		SP:Iteration 21Q (190155.490000 sec): 3 clusters
  Score: Raw -385275.757472 + Penalty 3896.157875 = -381379.599597
  nChanged 7
		SP:Iteration 22Q (190155.630000 sec): 3 clusters
  Score: Raw -385279.860024 + Penalty 3896.157875 = -381383.702149
  nChanged 6
		SP:Iteration 23Q (190155.780000 sec): 3 clusters
  Score: Raw -385284.630818 + Penalty 3896.157875 = -381388.472943
  nChanged 4
		SP:Iteration 24Q (190155.920000 sec): 3 clusters
  Score: Raw -385286.308422 + Penalty 3896.157875 = -381390.150548
  nChanged 3
		SP:Iteration 25Q (190156.060000 sec): 3 clusters
  Score: Raw -385287.516045 + Penalty 3896.157875 = -381391.358170
  nChanged 2
		SP:Iteration 26Q (190156.160000 sec): 3 clusters
  Score: Raw -385288.676087 + Penalty 3896.157875 = -381392.518212
  nChanged 6
		SP:Iteration 27Q (190156.300000 sec): 3 clusters
  Score: Raw -385291.779353 + Penalty 3896.157875 = -381395.621478
  nChanged 4
		SP:Iteration 28Q (190156.400000 sec): 3 clusters
  Score: Raw -385293.740931 + Penalty 3896.157875 = -381397.583056
  nChanged 3
		SP:Iteration 29Q (190156.540000 sec): 3 clusters
  Score: Raw -385296.213703 + Penalty 3896.157875 = -381400.055828
  nChanged 4
		SP:Iteration 30Q (190156.680000 sec): 3 clusters
  Score: Raw -385298.100020 + Penalty 3896.157875 = -381401.942145
  nChanged 4
		SP:Iteration 31Q (190156.830000 sec): 3 clusters
  Score: Raw -385299.744251 + Penalty 3896.157875 = -381403.586376
  nChanged 1
		SP:Iteration 32Q (190156.970000 sec): 3 clusters
  Score: Raw -385299.919776 + Penalty 3896.157875 = -381403.761901
  nChanged 1
		SP:Iteration 33Q (190157.120000 sec): 3 clusters
  Score: Raw -385300.257814 + Penalty 3896.157875 = -381404.099939
  nChanged 0
		SP:Iteration 34F (190157.260000 sec): 3 clusters
  Score: Raw -385300.257814 + Penalty 3896.157875 = -381404.099939
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 29 (12872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190157.410000 sec): 2 clusters
  Score: Raw -1899710.367026 + Penalty 2346.776803 = -1897363.590223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190157.730000 sec): 3 clusters
  Score: Raw -1892592.710637 + Penalty 4693.553606 = -1887899.157032
  nChanged 5428
		SP:Iteration 1F (190158.020000 sec): 3 clusters
  Score: Raw -1895595.130555 + Penalty 4693.553606 = -1890901.576950
  nChanged 871
		SP:Iteration 2F (190158.400000 sec): 3 clusters
  Score: Raw -1896038.617499 + Penalty 4693.553606 = -1891345.063893
  nChanged 742
		SP:Iteration 3F (190158.760000 sec): 3 clusters
  Score: Raw -1896439.858693 + Penalty 4693.553606 = -1891746.305088
  nChanged 685
		SP:Iteration 4F (190159.060000 sec): 3 clusters
  Score: Raw -1896818.827009 + Penalty 4693.553606 = -1892125.273403
  nChanged 664
		SP:Iteration 5F (190159.340000 sec): 3 clusters
  Score: Raw -1897172.023491 + Penalty 4693.553606 = -1892478.469886
  nChanged 581
		SP:Iteration 6Q (190159.640000 sec): 3 clusters
  Score: Raw -1897482.037172 + Penalty 4693.553606 = -1892788.483566
  nChanged 517
		SP:Iteration 7Q (190159.940000 sec): 3 clusters
  Score: Raw -1897752.359845 + Penalty 4693.553606 = -1893058.806239
  nChanged 461
		SP:Iteration 8Q (190160.270000 sec): 3 clusters
  Score: Raw -1898004.824669 + Penalty 4693.553606 = -1893311.271064
  nChanged 453
		SP:Iteration 9Q (190160.540000 sec): 3 clusters
  Score: Raw -1898245.637217 + Penalty 4693.553606 = -1893552.083612
  nChanged 425
		SP:Iteration 10Q (190160.780000 sec): 3 clusters
  Score: Raw -1898459.716390 + Penalty 4693.553606 = -1893766.162785
  nChanged 389
		SP:Iteration 11Q (190161.040000 sec): 3 clusters
  Score: Raw -1898664.153228 + Penalty 4693.553606 = -1893970.599622
  nChanged 383
		SP:Iteration 12Q (190161.360000 sec): 3 clusters
  Score: Raw -1898866.094326 + Penalty 4693.553606 = -1894172.540721
  nChanged 326
		SP:Iteration 13Q (190161.690000 sec): 3 clusters
  Score: Raw -1899027.156810 + Penalty 4693.553606 = -1894333.603205
  nChanged 323
		SP:Iteration 14Q (190162.030000 sec): 3 clusters
  Score: Raw -1899214.743472 + Penalty 4693.553606 = -1894521.189866
  nChanged 314
		SP:Iteration 15Q (190162.320000 sec): 3 clusters
  Score: Raw -1899415.750953 + Penalty 4693.553606 = -1894722.197347
  nChanged 271
		SP:Iteration 16Q (190162.510000 sec): 3 clusters
  Score: Raw -1899582.379769 + Penalty 4693.553606 = -1894888.826164
  nChanged 211
		SP:Iteration 17Q (190162.810000 sec): 3 clusters
  Score: Raw -1899730.300569 + Penalty 4693.553606 = -1895036.746963
  nChanged 191
		SP:Iteration 18Q (190163.100000 sec): 3 clusters
  Score: Raw -1899866.760031 + Penalty 4693.553606 = -1895173.206425
  nChanged 153
		SP:Iteration 19Q (190163.400000 sec): 3 clusters
  Score: Raw -1899969.657291 + Penalty 4693.553606 = -1895276.103686
  nChanged 135
		SP:Iteration 20F (190163.760000 sec): 3 clusters
  Score: Raw -1900069.026082 + Penalty 4693.553606 = -1895375.472476
  nChanged 113
		SP:Iteration 21Q (190164.070000 sec): 3 clusters
  Score: Raw -1900148.312870 + Penalty 4693.553606 = -1895454.759264
  nChanged 79
		SP:Iteration 22Q (190164.340000 sec): 3 clusters
  Score: Raw -1900207.828408 + Penalty 4693.553606 = -1895514.274803
  nChanged 49
		SP:Iteration 23Q (190164.630000 sec): 3 clusters
  Score: Raw -1900237.360960 + Penalty 4693.553606 = -1895543.807355
  nChanged 43
		SP:Iteration 24Q (190164.870000 sec): 3 clusters
  Score: Raw -1900261.488610 + Penalty 4693.553606 = -1895567.935004
  nChanged 42
		SP:Iteration 25Q (190165.220000 sec): 3 clusters
  Score: Raw -1900281.675416 + Penalty 4693.553606 = -1895588.121811
  nChanged 30
		SP:Iteration 26Q (190165.480000 sec): 3 clusters
  Score: Raw -1900296.785476 + Penalty 4693.553606 = -1895603.231871
  nChanged 22
		SP:Iteration 27Q (190165.660000 sec): 3 clusters
  Score: Raw -1900306.535857 + Penalty 4693.553606 = -1895612.982252
  nChanged 17
		SP:Iteration 28Q (190165.910000 sec): 3 clusters
  Score: Raw -1900314.868602 + Penalty 4693.553606 = -1895621.314997
  nChanged 14
		SP:Iteration 29Q (190166.140000 sec): 3 clusters
  Score: Raw -1900323.452496 + Penalty 4693.553606 = -1895629.898891
  nChanged 13
		SP:Iteration 30Q (190166.360000 sec): 3 clusters
  Score: Raw -1900330.918134 + Penalty 4693.553606 = -1895637.364528
  nChanged 13
		SP:Iteration 31Q (190166.560000 sec): 3 clusters
  Score: Raw -1900337.944209 + Penalty 4693.553606 = -1895644.390604
  nChanged 7
		SP:Iteration 32Q (190166.890000 sec): 3 clusters
  Score: Raw -1900341.089039 + Penalty 4693.553606 = -1895647.535434
  nChanged 7
		SP:Iteration 33Q (190167.120000 sec): 3 clusters
  Score: Raw -1900345.026916 + Penalty 4693.553606 = -1895651.473310
  nChanged 6
		SP:Iteration 34Q (190167.330000 sec): 3 clusters
  Score: Raw -1900349.159831 + Penalty 4693.553606 = -1895655.606225
  nChanged 6
		SP:Iteration 35Q (190167.600000 sec): 3 clusters
  Score: Raw -1900352.803655 + Penalty 4693.553606 = -1895659.250049
  nChanged 6
		SP:Iteration 36Q (190167.840000 sec): 3 clusters
  Score: Raw -1900357.110728 + Penalty 4693.553606 = -1895663.557122
  nChanged 7
		SP:Iteration 37Q (190168.030000 sec): 3 clusters
  Score: Raw -1900359.910253 + Penalty 4693.553606 = -1895666.356647
  nChanged 2
		SP:Iteration 38Q (190168.260000 sec): 3 clusters
  Score: Raw -1900360.703260 + Penalty 4693.553606 = -1895667.149654
  nChanged 1
		SP:Iteration 39Q (190168.560000 sec): 3 clusters
  Score: Raw -1900360.931805 + Penalty 4693.553606 = -1895667.378199
  nChanged 0
		SP:Iteration 40F (190168.850000 sec): 3 clusters
  Score: Raw -1900360.931805 + Penalty 4693.553606 = -1895667.378199
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 30 (4534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190168.960000 sec): 2 clusters
  Score: Raw -701573.063147 + Penalty 2088.001238 = -699485.061909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190169.180000 sec): 3 clusters
  Score: Raw -699472.766017 + Penalty 4176.002476 = -695296.763540
  nChanged 1701
		SP:Iteration 1F (190169.320000 sec): 3 clusters
  Score: Raw -700447.761987 + Penalty 4176.002476 = -696271.759511
  nChanged 367
		SP:Iteration 2F (190169.520000 sec): 3 clusters
  Score: Raw -700674.790296 + Penalty 4176.002476 = -696498.787820
  nChanged 258
		SP:Iteration 3F (190169.710000 sec): 3 clusters
  Score: Raw -700840.977531 + Penalty 4176.002476 = -696664.975055
  nChanged 202
		SP:Iteration 4Q (190169.820000 sec): 3 clusters
  Score: Raw -700964.680524 + Penalty 4176.002476 = -696788.678048
  nChanged 176
		SP:Iteration 5Q (190169.980000 sec): 3 clusters
  Score: Raw -701082.944725 + Penalty 4176.002476 = -696906.942248
  nChanged 161
		SP:Iteration 6Q (190170.130000 sec): 3 clusters
  Score: Raw -701200.278933 + Penalty 4176.002476 = -697024.276457
  nChanged 157
		SP:Iteration 7Q (190170.400000 sec): 3 clusters
  Score: Raw -701322.387071 + Penalty 4176.002476 = -697146.384595
  nChanged 135
		SP:Iteration 8Q (190170.700000 sec): 3 clusters
  Score: Raw -701422.186709 + Penalty 4176.002476 = -697246.184232
  nChanged 138
		SP:Iteration 9Q (190170.910000 sec): 3 clusters
  Score: Raw -701522.518391 + Penalty 4176.002476 = -697346.515914
  nChanged 116
		SP:Iteration 10Q (190171.170000 sec): 3 clusters
  Score: Raw -701610.796954 + Penalty 4176.002476 = -697434.794478
  nChanged 101
		SP:Iteration 11Q (190171.360000 sec): 3 clusters
  Score: Raw -701680.294783 + Penalty 4176.002476 = -697504.292307
  nChanged 75
		SP:Iteration 12Q (190171.610000 sec): 3 clusters
  Score: Raw -701730.781090 + Penalty 4176.002476 = -697554.778613
  nChanged 74
		SP:Iteration 13Q (190171.880000 sec): 3 clusters
  Score: Raw -701794.868213 + Penalty 4176.002476 = -697618.865737
  nChanged 81
		SP:Iteration 14Q (190172.100000 sec): 3 clusters
  Score: Raw -701851.292204 + Penalty 4176.002476 = -697675.289727
  nChanged 77
		SP:Iteration 15Q (190172.380000 sec): 3 clusters
  Score: Raw -701905.993469 + Penalty 4176.002476 = -697729.990993
  nChanged 77
		SP:Iteration 16Q (190172.620000 sec): 3 clusters
  Score: Raw -701968.176550 + Penalty 4176.002476 = -697792.174074
  nChanged 75
		SP:Iteration 17Q (190172.840000 sec): 3 clusters
  Score: Raw -702034.950080 + Penalty 4176.002476 = -697858.947604
  nChanged 92
		SP:Iteration 18Q (190173.060000 sec): 3 clusters
  Score: Raw -702114.366053 + Penalty 4176.002476 = -697938.363577
  nChanged 90
		SP:Iteration 19Q (190173.280000 sec): 3 clusters
  Score: Raw -702200.624585 + Penalty 4176.002476 = -698024.622108
  nChanged 96
		SP:Iteration 20F (190173.440000 sec): 3 clusters
  Score: Raw -702276.090130 + Penalty 4176.002476 = -698100.087653
  nChanged 81
		SP:Iteration 21Q (190173.660000 sec): 3 clusters
  Score: Raw -702333.973240 + Penalty 4176.002476 = -698157.970764
  nChanged 71
		SP:Iteration 22Q (190173.850000 sec): 3 clusters
  Score: Raw -702381.821791 + Penalty 4176.002476 = -698205.819315
  nChanged 65
		SP:Iteration 23Q (190173.990000 sec): 3 clusters
  Score: Raw -702429.461761 + Penalty 4176.002476 = -698253.459285
  nChanged 57
		SP:Iteration 24Q (190174.190000 sec): 3 clusters
  Score: Raw -702459.450206 + Penalty 4176.002476 = -698283.447730
  nChanged 36
		SP:Iteration 25Q (190174.360000 sec): 3 clusters
  Score: Raw -702478.305703 + Penalty 4176.002476 = -698302.303227
  nChanged 36
		SP:Iteration 26Q (190174.590000 sec): 3 clusters
  Score: Raw -702498.039329 + Penalty 4176.002476 = -698322.036853
  nChanged 31
		SP:Iteration 27Q (190174.770000 sec): 3 clusters
  Score: Raw -702517.800795 + Penalty 4176.002476 = -698341.798319
  nChanged 33
		SP:Iteration 28Q (190175.000000 sec): 3 clusters
  Score: Raw -702539.198825 + Penalty 4176.002476 = -698363.196349
  nChanged 31
		SP:Iteration 29Q (190175.220000 sec): 3 clusters
  Score: Raw -702556.030497 + Penalty 4176.002476 = -698380.028020
  nChanged 36
		SP:Iteration 30Q (190175.460000 sec): 3 clusters
  Score: Raw -702576.716997 + Penalty 4176.002476 = -698400.714520
  nChanged 29
		SP:Iteration 31Q (190175.670000 sec): 3 clusters
  Score: Raw -702589.150594 + Penalty 4176.002476 = -698413.148118
  nChanged 19
		SP:Iteration 32Q (190175.850000 sec): 3 clusters
  Score: Raw -702595.821156 + Penalty 4176.002476 = -698419.818680
  nChanged 9
		SP:Iteration 33Q (190176.070000 sec): 3 clusters
  Score: Raw -702599.628378 + Penalty 4176.002476 = -698423.625902
  nChanged 11
		SP:Iteration 34Q (190176.270000 sec): 3 clusters
  Score: Raw -702603.427026 + Penalty 4176.002476 = -698427.424550
  nChanged 8
		SP:Iteration 35Q (190176.460000 sec): 3 clusters
  Score: Raw -702606.186272 + Penalty 4176.002476 = -698430.183795
  nChanged 7
		SP:Iteration 36Q (190176.660000 sec): 3 clusters
  Score: Raw -702609.574612 + Penalty 4176.002476 = -698433.572135
  nChanged 6
		SP:Iteration 37Q (190176.880000 sec): 3 clusters
  Score: Raw -702610.889069 + Penalty 4176.002476 = -698434.886593
  nChanged 4
		SP:Iteration 38Q (190177.030000 sec): 3 clusters
  Score: Raw -702612.142615 + Penalty 4176.002476 = -698436.140138
  nChanged 3
		SP:Iteration 39Q (190177.240000 sec): 3 clusters
  Score: Raw -702613.192012 + Penalty 4176.002476 = -698437.189536
  nChanged 5
		SP:Iteration 40F (190177.450000 sec): 3 clusters
  Score: Raw -702614.348527 + Penalty 4176.002476 = -698438.346051
  nChanged 3
		SP:Iteration 41Q (190177.660000 sec): 3 clusters
  Score: Raw -702615.320068 + Penalty 4176.002476 = -698439.317592
  nChanged 4
		SP:Iteration 42Q (190177.900000 sec): 3 clusters
  Score: Raw -702616.338735 + Penalty 4176.002476 = -698440.336258
  nChanged 6
		SP:Iteration 43Q (190178.110000 sec): 3 clusters
  Score: Raw -702617.784231 + Penalty 4176.002476 = -698441.781755
  nChanged 1
		SP:Iteration 44Q (190178.290000 sec): 3 clusters
  Score: Raw -702618.003531 + Penalty 4176.002476 = -698442.001054
  nChanged 2
		SP:Iteration 45Q (190178.460000 sec): 3 clusters
  Score: Raw -702618.553843 + Penalty 4176.002476 = -698442.551366
  nChanged 3
		SP:Iteration 46Q (190178.660000 sec): 3 clusters
  Score: Raw -702620.010252 + Penalty 4176.002476 = -698444.007775
  nChanged 6
		SP:Iteration 47Q (190178.860000 sec): 3 clusters
  Score: Raw -702621.654027 + Penalty 4176.002476 = -698445.651551
  nChanged 7
		SP:Iteration 48Q (190179.080000 sec): 3 clusters
  Score: Raw -702623.399374 + Penalty 4176.002476 = -698447.396898
  nChanged 4
		SP:Iteration 49Q (190179.240000 sec): 3 clusters
  Score: Raw -702624.934753 + Penalty 4176.002476 = -698448.932277
  nChanged 4
		SP:Iteration 50Q (190179.370000 sec): 3 clusters
  Score: Raw -702626.993085 + Penalty 4176.002476 = -698450.990609
  nChanged 5
		SP:Iteration 51Q (190179.520000 sec): 3 clusters
  Score: Raw -702628.605144 + Penalty 4176.002476 = -698452.602668
  nChanged 4
		SP:Iteration 52Q (190179.730000 sec): 3 clusters
  Score: Raw -702630.110681 + Penalty 4176.002476 = -698454.108205
  nChanged 3
		SP:Iteration 53Q (190179.870000 sec): 3 clusters
  Score: Raw -702631.118800 + Penalty 4176.002476 = -698455.116324
  nChanged 4
		SP:Iteration 54Q (190180.090000 sec): 3 clusters
  Score: Raw -702632.388360 + Penalty 4176.002476 = -698456.385884
  nChanged 3
		SP:Iteration 55Q (190180.210000 sec): 3 clusters
  Score: Raw -702634.006432 + Penalty 4176.002476 = -698458.003956
  nChanged 2
		SP:Iteration 56Q (190180.420000 sec): 3 clusters
  Score: Raw -702634.707887 + Penalty 4176.002476 = -698458.705410
  nChanged 5
		SP:Iteration 57Q (190180.610000 sec): 3 clusters
  Score: Raw -702636.690804 + Penalty 4176.002476 = -698460.688328
  nChanged 7
		SP:Iteration 58Q (190180.800000 sec): 3 clusters
  Score: Raw -702639.430446 + Penalty 4176.002476 = -698463.427969
  nChanged 4
		SP:Iteration 59Q (190180.990000 sec): 3 clusters
  Score: Raw -702640.765648 + Penalty 4176.002476 = -698464.763172
  nChanged 4
		SP:Iteration 60F (190181.120000 sec): 3 clusters
  Score: Raw -702642.323520 + Penalty 4176.002476 = -698466.321044
  nChanged 3
		SP:Iteration 61Q (190181.340000 sec): 3 clusters
  Score: Raw -702643.183686 + Penalty 4176.002476 = -698467.181210
  nChanged 4
		SP:Iteration 62Q (190181.460000 sec): 3 clusters
  Score: Raw -702643.899462 + Penalty 4176.002476 = -698467.896986
  nChanged 2
		SP:Iteration 63Q (190181.610000 sec): 3 clusters
  Score: Raw -702644.499168 + Penalty 4176.002476 = -698468.496692
  nChanged 1
		SP:Iteration 64Q (190181.820000 sec): 3 clusters
  Score: Raw -702645.059703 + Penalty 4176.002476 = -698469.057227
  nChanged 5
		SP:Iteration 65Q (190182.010000 sec): 3 clusters
  Score: Raw -702646.234109 + Penalty 4176.002476 = -698470.231633
  nChanged 5
		SP:Iteration 66Q (190182.180000 sec): 3 clusters
  Score: Raw -702647.663372 + Penalty 4176.002476 = -698471.660896
  nChanged 0
		SP:Iteration 67F (190182.380000 sec): 3 clusters
  Score: Raw -702647.663372 + Penalty 4176.002476 = -698471.660896
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 31 (7157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190182.500000 sec): 2 clusters
  Score: Raw -1095646.553021 + Penalty 2201.209852 = -1093445.343169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190182.720000 sec): 3 clusters
  Score: Raw -1092007.185020 + Penalty 4402.419704 = -1087604.765316
  nChanged 2845
		SP:Iteration 1F (190182.980000 sec): 3 clusters
  Score: Raw -1093637.979206 + Penalty 4402.419704 = -1089235.559502
  nChanged 550
		SP:Iteration 2F (190183.190000 sec): 3 clusters
  Score: Raw -1094005.740016 + Penalty 4402.419704 = -1089603.320312
  nChanged 459
		SP:Iteration 3F (190183.440000 sec): 3 clusters
  Score: Raw -1094329.441205 + Penalty 4402.419704 = -1089927.021501
  nChanged 386
		SP:Iteration 4F (190183.680000 sec): 3 clusters
  Score: Raw -1094607.152134 + Penalty 4402.419704 = -1090204.732430
  nChanged 350
		SP:Iteration 5Q (190183.910000 sec): 3 clusters
  Score: Raw -1094862.654286 + Penalty 4402.419704 = -1090460.234582
  nChanged 313
		SP:Iteration 6Q (190184.100000 sec): 3 clusters
  Score: Raw -1095088.981125 + Penalty 4402.419704 = -1090686.561421
  nChanged 277
		SP:Iteration 7Q (190184.370000 sec): 3 clusters
  Score: Raw -1095292.969551 + Penalty 4402.419704 = -1090890.549847
  nChanged 261
		SP:Iteration 8Q (190184.670000 sec): 3 clusters
  Score: Raw -1095492.374078 + Penalty 4402.419704 = -1091089.954374
  nChanged 248
		SP:Iteration 9Q (190184.880000 sec): 3 clusters
  Score: Raw -1095678.082609 + Penalty 4402.419704 = -1091275.662905
  nChanged 204
		SP:Iteration 10Q (190185.130000 sec): 3 clusters
  Score: Raw -1095845.681494 + Penalty 4402.419704 = -1091443.261790
  nChanged 169
		SP:Iteration 11Q (190185.420000 sec): 3 clusters
  Score: Raw -1095985.233800 + Penalty 4402.419704 = -1091582.814096
  nChanged 171
		SP:Iteration 12Q (190185.680000 sec): 3 clusters
  Score: Raw -1096126.031757 + Penalty 4402.419704 = -1091723.612052
  nChanged 127
		SP:Iteration 13Q (190185.880000 sec): 3 clusters
  Score: Raw -1096239.877515 + Penalty 4402.419704 = -1091837.457811
  nChanged 120
		SP:Iteration 14Q (190186.140000 sec): 3 clusters
  Score: Raw -1096342.286321 + Penalty 4402.419704 = -1091939.866617
  nChanged 104
		SP:Iteration 15Q (190186.310000 sec): 3 clusters
  Score: Raw -1096432.222916 + Penalty 4402.419704 = -1092029.803212
  nChanged 104
		SP:Iteration 16Q (190186.450000 sec): 3 clusters
  Score: Raw -1096504.408043 + Penalty 4402.419704 = -1092101.988339
  nChanged 71
		SP:Iteration 17Q (190186.670000 sec): 3 clusters
  Score: Raw -1096539.439250 + Penalty 4402.419704 = -1092137.019545
  nChanged 45
		SP:Iteration 18Q (190186.880000 sec): 3 clusters
  Score: Raw -1096559.847191 + Penalty 4402.419704 = -1092157.427487
  nChanged 36
		SP:Iteration 19Q (190187.110000 sec): 3 clusters
  Score: Raw -1096572.669471 + Penalty 4402.419704 = -1092170.249767
  nChanged 28
		SP:Iteration 20F (190187.290000 sec): 3 clusters
  Score: Raw -1096585.873498 + Penalty 4402.419704 = -1092183.453794
  nChanged 23
		SP:Iteration 21Q (190187.510000 sec): 3 clusters
  Score: Raw -1096595.300942 + Penalty 4402.419704 = -1092192.881238
  nChanged 17
		SP:Iteration 22Q (190187.680000 sec): 3 clusters
  Score: Raw -1096601.232032 + Penalty 4402.419704 = -1092198.812328
  nChanged 9
		SP:Iteration 23Q (190187.900000 sec): 3 clusters
  Score: Raw -1096603.274377 + Penalty 4402.419704 = -1092200.854673
  nChanged 6
		SP:Iteration 24Q (190188.130000 sec): 3 clusters
  Score: Raw -1096604.337330 + Penalty 4402.419704 = -1092201.917625
  nChanged 3
		SP:Iteration 25Q (190188.390000 sec): 3 clusters
  Score: Raw -1096605.477619 + Penalty 4402.419704 = -1092203.057915
  nChanged 3
		SP:Iteration 26Q (190188.560000 sec): 3 clusters
  Score: Raw -1096606.079599 + Penalty 4402.419704 = -1092203.659895
  nChanged 2
		SP:Iteration 27Q (190188.760000 sec): 3 clusters
  Score: Raw -1096606.433536 + Penalty 4402.419704 = -1092204.013832
  nChanged 1
		SP:Iteration 28Q (190189.000000 sec): 3 clusters
  Score: Raw -1096606.588206 + Penalty 4402.419704 = -1092204.168502
  nChanged 1
		SP:Iteration 29Q (190189.220000 sec): 3 clusters
  Score: Raw -1096606.763673 + Penalty 4402.419704 = -1092204.343969
  nChanged 0
		SP:Iteration 30F (190189.410000 sec): 3 clusters
  Score: Raw -1096606.763673 + Penalty 4402.419704 = -1092204.343969
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 32 (3448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190189.520000 sec): 2 clusters
  Score: Raw -542017.423362 + Penalty 2020.096309 = -539997.327053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190189.720000 sec): 3 clusters
  Score: Raw -540444.892915 + Penalty 4040.192617 = -536404.700298
  nChanged 1232
		SP:Iteration 1F (190189.910000 sec): 3 clusters
  Score: Raw -541182.886934 + Penalty 4040.192617 = -537142.694317
  nChanged 279
		SP:Iteration 2F (190190.050000 sec): 3 clusters
  Score: Raw -541362.561469 + Penalty 4040.192617 = -537322.368851
  nChanged 177
		SP:Iteration 3F (190190.210000 sec): 3 clusters
  Score: Raw -541470.637526 + Penalty 4040.192617 = -537430.444909
  nChanged 123
		SP:Iteration 4Q (190190.400000 sec): 3 clusters
  Score: Raw -541541.931683 + Penalty 4040.192617 = -537501.739065
  nChanged 81
		SP:Iteration 5Q (190190.530000 sec): 3 clusters
  Score: Raw -541587.969213 + Penalty 4040.192617 = -537547.776595
  nChanged 69
		SP:Iteration 6Q (190190.710000 sec): 3 clusters
  Score: Raw -541631.243327 + Penalty 4040.192617 = -537591.050709
  nChanged 74
		SP:Iteration 7Q (190190.890000 sec): 3 clusters
  Score: Raw -541676.472700 + Penalty 4040.192617 = -537636.280083
  nChanged 59
		SP:Iteration 8Q (190191.190000 sec): 3 clusters
  Score: Raw -541710.443962 + Penalty 4040.192617 = -537670.251345
  nChanged 60
		SP:Iteration 9Q (190191.440000 sec): 3 clusters
  Score: Raw -541745.092673 + Penalty 4040.192617 = -537704.900056
  nChanged 56
		SP:Iteration 10Q (190191.650000 sec): 3 clusters
  Score: Raw -541780.969002 + Penalty 4040.192617 = -537740.776385
  nChanged 62
		SP:Iteration 11Q (190191.870000 sec): 3 clusters
  Score: Raw -541820.653915 + Penalty 4040.192617 = -537780.461298
  nChanged 66
		SP:Iteration 12Q (190192.040000 sec): 3 clusters
  Score: Raw -541864.502891 + Penalty 4040.192617 = -537824.310273
  nChanged 55
		SP:Iteration 13Q (190192.290000 sec): 3 clusters
  Score: Raw -541897.959784 + Penalty 4040.192617 = -537857.767167
  nChanged 49
		SP:Iteration 14Q (190192.530000 sec): 3 clusters
  Score: Raw -541924.417327 + Penalty 4040.192617 = -537884.224709
  nChanged 43
		SP:Iteration 15Q (190192.690000 sec): 3 clusters
  Score: Raw -541953.721964 + Penalty 4040.192617 = -537913.529347
  nChanged 42
		SP:Iteration 16Q (190192.870000 sec): 3 clusters
  Score: Raw -541978.388595 + Penalty 4040.192617 = -537938.195977
  nChanged 44
		SP:Iteration 17Q (190193.060000 sec): 3 clusters
  Score: Raw -542005.335676 + Penalty 4040.192617 = -537965.143058
  nChanged 43
		SP:Iteration 18Q (190193.300000 sec): 3 clusters
  Score: Raw -542029.667721 + Penalty 4040.192617 = -537989.475104
  nChanged 37
		SP:Iteration 19Q (190193.490000 sec): 3 clusters
  Score: Raw -542049.729333 + Penalty 4040.192617 = -538009.536716
  nChanged 40
		SP:Iteration 20F (190193.680000 sec): 3 clusters
  Score: Raw -542077.134471 + Penalty 4040.192617 = -538036.941853
  nChanged 50
		SP:Iteration 21Q (190193.900000 sec): 3 clusters
  Score: Raw -542107.510164 + Penalty 4040.192617 = -538067.317546
  nChanged 61
		SP:Iteration 22Q (190194.110000 sec): 3 clusters
  Score: Raw -542152.107814 + Penalty 4040.192617 = -538111.915197
  nChanged 65
		SP:Iteration 23Q (190194.300000 sec): 3 clusters
  Score: Raw -542203.150176 + Penalty 4040.192617 = -538162.957559
  nChanged 77
		SP:Iteration 24Q (190194.470000 sec): 3 clusters
  Score: Raw -542273.872952 + Penalty 4040.192617 = -538233.680335
  nChanged 79
		SP:Iteration 25Q (190194.600000 sec): 3 clusters
  Score: Raw -542325.217873 + Penalty 4040.192617 = -538285.025256
  nChanged 78
		SP:Iteration 26Q (190194.760000 sec): 3 clusters
  Score: Raw -542388.640161 + Penalty 4040.192617 = -538348.447544
  nChanged 77
		SP:Iteration 27Q (190194.900000 sec): 3 clusters
  Score: Raw -542468.165848 + Penalty 4040.192617 = -538427.973231
  nChanged 80
		SP:Iteration 28Q (190195.030000 sec): 3 clusters
  Score: Raw -542560.051937 + Penalty 4040.192617 = -538519.859320
  nChanged 93
		SP:Iteration 29Q (190195.170000 sec): 3 clusters
  Score: Raw -542648.239276 + Penalty 4040.192617 = -538608.046658
  nChanged 59
		SP:Iteration 30Q (190195.300000 sec): 3 clusters
  Score: Raw -542706.077626 + Penalty 4040.192617 = -538665.885009
  nChanged 52
		SP:Iteration 31Q (190195.490000 sec): 3 clusters
  Score: Raw -542753.149006 + Penalty 4040.192617 = -538712.956388
  nChanged 46
		SP:Iteration 32Q (190195.690000 sec): 3 clusters
  Score: Raw -542783.582041 + Penalty 4040.192617 = -538743.389424
  nChanged 38
		SP:Iteration 33Q (190195.850000 sec): 3 clusters
  Score: Raw -542810.078756 + Penalty 4040.192617 = -538769.886139
  nChanged 29
		SP:Iteration 34Q (190196.050000 sec): 3 clusters
  Score: Raw -542826.456522 + Penalty 4040.192617 = -538786.263904
  nChanged 22
		SP:Iteration 35Q (190196.230000 sec): 3 clusters
  Score: Raw -542837.115778 + Penalty 4040.192617 = -538796.923161
  nChanged 13
		SP:Iteration 36Q (190196.350000 sec): 3 clusters
  Score: Raw -542843.666602 + Penalty 4040.192617 = -538803.473984
  nChanged 11
		SP:Iteration 37Q (190196.500000 sec): 3 clusters
  Score: Raw -542848.175152 + Penalty 4040.192617 = -538807.982534
  nChanged 8
		SP:Iteration 38Q (190196.650000 sec): 3 clusters
  Score: Raw -542850.896328 + Penalty 4040.192617 = -538810.703711
  nChanged 3
		SP:Iteration 39Q (190196.840000 sec): 3 clusters
  Score: Raw -542851.782320 + Penalty 4040.192617 = -538811.589703
  nChanged 4
		SP:Iteration 40F (190197.010000 sec): 3 clusters
  Score: Raw -542853.712191 + Penalty 4040.192617 = -538813.519574
  nChanged 1
		SP:Iteration 41Q (190197.170000 sec): 3 clusters
  Score: Raw -542854.087102 + Penalty 4040.192617 = -538813.894484
  nChanged 1
		SP:Iteration 42Q (190197.370000 sec): 3 clusters
  Score: Raw -542854.755659 + Penalty 4040.192617 = -538814.563042
  nChanged 2
		SP:Iteration 43Q (190197.470000 sec): 3 clusters
  Score: Raw -542855.248643 + Penalty 4040.192617 = -538815.056026
  nChanged 1
		SP:Iteration 44Q (190197.610000 sec): 3 clusters
  Score: Raw -542855.452150 + Penalty 4040.192617 = -538815.259532
  nChanged 1
		SP:Iteration 45Q (190197.760000 sec): 3 clusters
  Score: Raw -542855.902977 + Penalty 4040.192617 = -538815.710360
  nChanged 3
		SP:Iteration 46Q (190197.890000 sec): 3 clusters
  Score: Raw -542857.491221 + Penalty 4040.192617 = -538817.298603
  nChanged 0
		SP:Iteration 47F (190198.020000 sec): 3 clusters
  Score: Raw -542857.491221 + Penalty 4040.192617 = -538817.298603
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 33 (10800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190198.250000 sec): 2 clusters
  Score: Raw -1692764.629105 + Penalty 2303.250750 = -1690461.378355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190198.470000 sec): 3 clusters
  Score: Raw -1686956.546285 + Penalty 4606.501501 = -1682350.044784
  nChanged 4464
		SP:Iteration 1F (190198.720000 sec): 3 clusters
  Score: Raw -1689312.786723 + Penalty 4606.501501 = -1684706.285222
  nChanged 711
		SP:Iteration 2F (190198.990000 sec): 3 clusters
  Score: Raw -1689643.129549 + Penalty 4606.501501 = -1685036.628048
  nChanged 544
		SP:Iteration 3F (190199.280000 sec): 3 clusters
  Score: Raw -1689876.460362 + Penalty 4606.501501 = -1685269.958861
  nChanged 456
		SP:Iteration 4Q (190199.560000 sec): 3 clusters
  Score: Raw -1690063.775278 + Penalty 4606.501501 = -1685457.273777
  nChanged 385
		SP:Iteration 5Q (190199.790000 sec): 3 clusters
  Score: Raw -1690206.806061 + Penalty 4606.501501 = -1685600.304560
  nChanged 310
		SP:Iteration 6Q (190200.070000 sec): 3 clusters
  Score: Raw -1690325.422550 + Penalty 4606.501501 = -1685718.921049
  nChanged 308
		SP:Iteration 7Q (190200.290000 sec): 3 clusters
  Score: Raw -1690443.591334 + Penalty 4606.501501 = -1685837.089833
  nChanged 294
		SP:Iteration 8Q (190200.540000 sec): 3 clusters
  Score: Raw -1690558.972665 + Penalty 4606.501501 = -1685952.471164
  nChanged 288
		SP:Iteration 9Q (190200.830000 sec): 3 clusters
  Score: Raw -1690683.348364 + Penalty 4606.501501 = -1686076.846863
  nChanged 307
		SP:Iteration 10Q (190201.040000 sec): 3 clusters
  Score: Raw -1690828.520286 + Penalty 4606.501501 = -1686222.018785
  nChanged 360
		SP:Iteration 11Q (190201.350000 sec): 3 clusters
  Score: Raw -1691021.685601 + Penalty 4606.501501 = -1686415.184100
  nChanged 345
		SP:Iteration 12Q (190201.670000 sec): 3 clusters
  Score: Raw -1691229.569300 + Penalty 4606.501501 = -1686623.067799
  nChanged 368
		SP:Iteration 13Q (190202.010000 sec): 3 clusters
  Score: Raw -1691479.187284 + Penalty 4606.501501 = -1686872.685783
  nChanged 353
		SP:Iteration 14Q (190202.300000 sec): 3 clusters
  Score: Raw -1691734.286284 + Penalty 4606.501501 = -1687127.784783
  nChanged 324
		SP:Iteration 15Q (190202.510000 sec): 3 clusters
  Score: Raw -1691966.800218 + Penalty 4606.501501 = -1687360.298717
  nChanged 281
		SP:Iteration 16Q (190202.680000 sec): 3 clusters
  Score: Raw -1692177.500789 + Penalty 4606.501501 = -1687570.999288
  nChanged 246
		SP:Iteration 17Q (190202.940000 sec): 3 clusters
  Score: Raw -1692369.151502 + Penalty 4606.501501 = -1687762.650001
  nChanged 197
		SP:Iteration 18Q (190203.230000 sec): 3 clusters
  Score: Raw -1692502.787451 + Penalty 4606.501501 = -1687896.285950
  nChanged 136
		SP:Iteration 19Q (190203.510000 sec): 3 clusters
  Score: Raw -1692595.980441 + Penalty 4606.501501 = -1687989.478940
  nChanged 130
		SP:Iteration 20F (190203.760000 sec): 3 clusters
  Score: Raw -1692693.787741 + Penalty 4606.501501 = -1688087.286240
  nChanged 116
		SP:Iteration 21Q (190204.030000 sec): 3 clusters
  Score: Raw -1692785.682443 + Penalty 4606.501501 = -1688179.180942
  nChanged 111
		SP:Iteration 22Q (190204.340000 sec): 3 clusters
  Score: Raw -1692871.100035 + Penalty 4606.501501 = -1688264.598534
  nChanged 72
		SP:Iteration 23Q (190204.610000 sec): 3 clusters
  Score: Raw -1692926.501678 + Penalty 4606.501501 = -1688320.000177
  nChanged 54
		SP:Iteration 24Q (190204.850000 sec): 3 clusters
  Score: Raw -1692967.510365 + Penalty 4606.501501 = -1688361.008864
  nChanged 54
		SP:Iteration 25Q (190205.120000 sec): 3 clusters
  Score: Raw -1693012.483270 + Penalty 4606.501501 = -1688405.981769
  nChanged 41
		SP:Iteration 26Q (190205.370000 sec): 3 clusters
  Score: Raw -1693039.669304 + Penalty 4606.501501 = -1688433.167803
  nChanged 26
		SP:Iteration 27Q (190205.650000 sec): 3 clusters
  Score: Raw -1693058.036928 + Penalty 4606.501501 = -1688451.535427
  nChanged 26
		SP:Iteration 28Q (190205.910000 sec): 3 clusters
  Score: Raw -1693075.093106 + Penalty 4606.501501 = -1688468.591605
  nChanged 23
		SP:Iteration 29Q (190206.130000 sec): 3 clusters
  Score: Raw -1693093.269360 + Penalty 4606.501501 = -1688486.767859
  nChanged 24
		SP:Iteration 30Q (190206.370000 sec): 3 clusters
  Score: Raw -1693109.649643 + Penalty 4606.501501 = -1688503.148142
  nChanged 19
		SP:Iteration 31Q (190206.690000 sec): 3 clusters
  Score: Raw -1693122.542002 + Penalty 4606.501501 = -1688516.040501
  nChanged 12
		SP:Iteration 32Q (190206.900000 sec): 3 clusters
  Score: Raw -1693130.475989 + Penalty 4606.501501 = -1688523.974488
  nChanged 8
		SP:Iteration 33Q (190207.130000 sec): 3 clusters
  Score: Raw -1693135.350087 + Penalty 4606.501501 = -1688528.848586
  nChanged 10
		SP:Iteration 34Q (190207.360000 sec): 3 clusters
  Score: Raw -1693144.084474 + Penalty 4606.501501 = -1688537.582973
  nChanged 15
		SP:Iteration 35Q (190207.630000 sec): 3 clusters
  Score: Raw -1693155.304218 + Penalty 4606.501501 = -1688548.802717
  nChanged 8
		SP:Iteration 36Q (190207.870000 sec): 3 clusters
  Score: Raw -1693160.923344 + Penalty 4606.501501 = -1688554.421844
  nChanged 9
		SP:Iteration 37Q (190208.140000 sec): 3 clusters
  Score: Raw -1693167.594903 + Penalty 4606.501501 = -1688561.093402
  nChanged 7
		SP:Iteration 38Q (190208.370000 sec): 3 clusters
  Score: Raw -1693174.897355 + Penalty 4606.501501 = -1688568.395855
  nChanged 6
		SP:Iteration 39Q (190208.640000 sec): 3 clusters
  Score: Raw -1693178.557827 + Penalty 4606.501501 = -1688572.056326
  nChanged 5
		SP:Iteration 40F (190208.870000 sec): 3 clusters
  Score: Raw -1693182.442547 + Penalty 4606.501501 = -1688575.941046
  nChanged 4
		SP:Iteration 41Q (190209.140000 sec): 3 clusters
  Score: Raw -1693184.322237 + Penalty 4606.501501 = -1688577.820736
  nChanged 2
		SP:Iteration 42Q (190209.370000 sec): 3 clusters
  Score: Raw -1693186.507325 + Penalty 4606.501501 = -1688580.005824
  nChanged 3
		SP:Iteration 43Q (190209.640000 sec): 3 clusters
  Score: Raw -1693188.193656 + Penalty 4606.501501 = -1688581.692155
  nChanged 0
		SP:Iteration 44F (190209.870000 sec): 3 clusters
  Score: Raw -1693188.193656 + Penalty 4606.501501 = -1688581.692155
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 34 (7392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190209.970000 sec): 2 clusters
  Score: Raw -1147936.462647 + Penalty 2209.222096 = -1145727.240551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190210.210000 sec): 3 clusters
  Score: Raw -1144065.627242 + Penalty 4418.444192 = -1139647.183050
  nChanged 3047
		SP:Iteration 1F (190210.440000 sec): 3 clusters
  Score: Raw -1145773.799093 + Penalty 4418.444192 = -1141355.354901
  nChanged 556
		SP:Iteration 2F (190210.660000 sec): 3 clusters
  Score: Raw -1146113.885915 + Penalty 4418.444192 = -1141695.441723
  nChanged 439
		SP:Iteration 3F (190210.840000 sec): 3 clusters
  Score: Raw -1146366.276350 + Penalty 4418.444192 = -1141947.832158
  nChanged 347
		SP:Iteration 4Q (190211.030000 sec): 3 clusters
  Score: Raw -1146565.759343 + Penalty 4418.444192 = -1142147.315151
  nChanged 293
		SP:Iteration 5Q (190211.210000 sec): 3 clusters
  Score: Raw -1146737.368972 + Penalty 4418.444192 = -1142318.924780
  nChanged 271
		SP:Iteration 6Q (190211.390000 sec): 3 clusters
  Score: Raw -1146918.036929 + Penalty 4418.444192 = -1142499.592737
  nChanged 282
		SP:Iteration 7Q (190211.570000 sec): 3 clusters
  Score: Raw -1147136.698991 + Penalty 4418.444192 = -1142718.254799
  nChanged 316
		SP:Iteration 8Q (190211.760000 sec): 3 clusters
  Score: Raw -1147374.098035 + Penalty 4418.444192 = -1142955.653843
  nChanged 266
		SP:Iteration 9Q (190211.940000 sec): 3 clusters
  Score: Raw -1147555.339442 + Penalty 4418.444192 = -1143136.895249
  nChanged 250
		SP:Iteration 10Q (190212.120000 sec): 3 clusters
  Score: Raw -1147729.357619 + Penalty 4418.444192 = -1143310.913426
  nChanged 223
		SP:Iteration 11Q (190212.300000 sec): 3 clusters
  Score: Raw -1147889.331634 + Penalty 4418.444192 = -1143470.887442
  nChanged 207
		SP:Iteration 12Q (190212.480000 sec): 3 clusters
  Score: Raw -1148028.489744 + Penalty 4418.444192 = -1143610.045551
  nChanged 187
		SP:Iteration 13Q (190212.660000 sec): 3 clusters
  Score: Raw -1148119.478160 + Penalty 4418.444192 = -1143701.033968
  nChanged 128
		SP:Iteration 14Q (190212.840000 sec): 3 clusters
  Score: Raw -1148179.157348 + Penalty 4418.444192 = -1143760.713156
  nChanged 111
		SP:Iteration 15Q (190213.020000 sec): 3 clusters
  Score: Raw -1148228.464900 + Penalty 4418.444192 = -1143810.020708
  nChanged 96
		SP:Iteration 16Q (190213.200000 sec): 3 clusters
  Score: Raw -1148276.548293 + Penalty 4418.444192 = -1143858.104101
  nChanged 79
		SP:Iteration 17Q (190213.380000 sec): 3 clusters
  Score: Raw -1148318.364440 + Penalty 4418.444192 = -1143899.920248
  nChanged 74
		SP:Iteration 18Q (190213.570000 sec): 3 clusters
  Score: Raw -1148355.109760 + Penalty 4418.444192 = -1143936.665568
  nChanged 60
		SP:Iteration 19Q (190213.750000 sec): 3 clusters
  Score: Raw -1148384.685389 + Penalty 4418.444192 = -1143966.241197
  nChanged 60
		SP:Iteration 20F (190213.930000 sec): 3 clusters
  Score: Raw -1148408.318982 + Penalty 4418.444192 = -1143989.874789
  nChanged 61
		SP:Iteration 21Q (190214.110000 sec): 3 clusters
  Score: Raw -1148431.159372 + Penalty 4418.444192 = -1144012.715180
  nChanged 60
		SP:Iteration 22Q (190214.290000 sec): 3 clusters
  Score: Raw -1148458.703682 + Penalty 4418.444192 = -1144040.259490
  nChanged 62
		SP:Iteration 23Q (190214.470000 sec): 3 clusters
  Score: Raw -1148484.075029 + Penalty 4418.444192 = -1144065.630837
  nChanged 57
		SP:Iteration 24Q (190214.650000 sec): 3 clusters
  Score: Raw -1148512.318964 + Penalty 4418.444192 = -1144093.874772
  nChanged 52
		SP:Iteration 25Q (190214.830000 sec): 3 clusters
  Score: Raw -1148537.467020 + Penalty 4418.444192 = -1144119.022828
  nChanged 49
		SP:Iteration 26Q (190215.020000 sec): 3 clusters
  Score: Raw -1148558.474221 + Penalty 4418.444192 = -1144140.030029
  nChanged 46
		SP:Iteration 27Q (190215.200000 sec): 3 clusters
  Score: Raw -1148577.008009 + Penalty 4418.444192 = -1144158.563817
  nChanged 35
		SP:Iteration 28Q (190215.380000 sec): 3 clusters
  Score: Raw -1148589.155019 + Penalty 4418.444192 = -1144170.710826
  nChanged 33
		SP:Iteration 29Q (190215.520000 sec): 3 clusters
  Score: Raw -1148599.799590 + Penalty 4418.444192 = -1144181.355398
  nChanged 26
		SP:Iteration 30Q (190215.740000 sec): 3 clusters
  Score: Raw -1148606.373686 + Penalty 4418.444192 = -1144187.929494
  nChanged 22
		SP:Iteration 31Q (190215.970000 sec): 3 clusters
  Score: Raw -1148612.633204 + Penalty 4418.444192 = -1144194.189012
  nChanged 25
		SP:Iteration 32Q (190216.190000 sec): 3 clusters
  Score: Raw -1148620.483174 + Penalty 4418.444192 = -1144202.038982
  nChanged 18
		SP:Iteration 33Q (190216.370000 sec): 3 clusters
  Score: Raw -1148625.905427 + Penalty 4418.444192 = -1144207.461235
  nChanged 22
		SP:Iteration 34Q (190216.590000 sec): 3 clusters
  Score: Raw -1148632.340004 + Penalty 4418.444192 = -1144213.895812
  nChanged 16
		SP:Iteration 35Q (190216.820000 sec): 3 clusters
  Score: Raw -1148636.672407 + Penalty 4418.444192 = -1144218.228215
  nChanged 9
		SP:Iteration 36Q (190217.040000 sec): 3 clusters
  Score: Raw -1148639.688747 + Penalty 4418.444192 = -1144221.244555
  nChanged 10
		SP:Iteration 37Q (190217.270000 sec): 3 clusters
  Score: Raw -1148643.411713 + Penalty 4418.444192 = -1144224.967521
  nChanged 10
		SP:Iteration 38Q (190217.450000 sec): 3 clusters
  Score: Raw -1148646.360065 + Penalty 4418.444192 = -1144227.915873
  nChanged 13
		SP:Iteration 39Q (190217.630000 sec): 3 clusters
  Score: Raw -1148649.679540 + Penalty 4418.444192 = -1144231.235348
  nChanged 12
		SP:Iteration 40F (190217.820000 sec): 3 clusters
  Score: Raw -1148652.901270 + Penalty 4418.444192 = -1144234.457078
  nChanged 13
		SP:Iteration 41Q (190218.000000 sec): 3 clusters
  Score: Raw -1148656.941306 + Penalty 4418.444192 = -1144238.497114
  nChanged 15
		SP:Iteration 42Q (190218.190000 sec): 3 clusters
  Score: Raw -1148661.951823 + Penalty 4418.444192 = -1144243.507631
  nChanged 11
		SP:Iteration 43Q (190218.370000 sec): 3 clusters
  Score: Raw -1148667.243553 + Penalty 4418.444192 = -1144248.799361
  nChanged 15
		SP:Iteration 44Q (190218.550000 sec): 3 clusters
  Score: Raw -1148671.101841 + Penalty 4418.444192 = -1144252.657649
  nChanged 7
		SP:Iteration 45Q (190218.740000 sec): 3 clusters
  Score: Raw -1148672.684447 + Penalty 4418.444192 = -1144254.240255
  nChanged 9
		SP:Iteration 46Q (190218.920000 sec): 3 clusters
  Score: Raw -1148675.740327 + Penalty 4418.444192 = -1144257.296135
  nChanged 4
		SP:Iteration 47Q (190219.150000 sec): 3 clusters
  Score: Raw -1148676.465060 + Penalty 4418.444192 = -1144258.020868
  nChanged 4
		SP:Iteration 48Q (190219.330000 sec): 3 clusters
  Score: Raw -1148677.918584 + Penalty 4418.444192 = -1144259.474392
  nChanged 6
		SP:Iteration 49Q (190219.520000 sec): 3 clusters
  Score: Raw -1148680.007718 + Penalty 4418.444192 = -1144261.563526
  nChanged 9
		SP:Iteration 50Q (190219.700000 sec): 3 clusters
  Score: Raw -1148682.625415 + Penalty 4418.444192 = -1144264.181223
  nChanged 3
		SP:Iteration 51Q (190219.890000 sec): 3 clusters
  Score: Raw -1148683.426111 + Penalty 4418.444192 = -1144264.981919
  nChanged 2
		SP:Iteration 52Q (190220.070000 sec): 3 clusters
  Score: Raw -1148684.498380 + Penalty 4418.444192 = -1144266.054188
  nChanged 4
		SP:Iteration 53Q (190220.250000 sec): 3 clusters
  Score: Raw -1148685.620171 + Penalty 4418.444192 = -1144267.175978
  nChanged 3
		SP:Iteration 54Q (190220.430000 sec): 3 clusters
  Score: Raw -1148686.854045 + Penalty 4418.444192 = -1144268.409853
  nChanged 3
		SP:Iteration 55Q (190220.660000 sec): 3 clusters
  Score: Raw -1148687.351847 + Penalty 4418.444192 = -1144268.907655
  nChanged 0
		SP:Iteration 56F (190220.890000 sec): 3 clusters
  Score: Raw -1148687.351847 + Penalty 4418.444192 = -1144268.907655
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 35 (7876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190221.000000 sec): 2 clusters
  Score: Raw -1195391.593582 + Penalty 2224.950709 = -1193166.642873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190221.230000 sec): 3 clusters
  Score: Raw -1191405.450617 + Penalty 4449.901418 = -1186955.549199
  nChanged 3135
		SP:Iteration 1F (190221.450000 sec): 3 clusters
  Score: Raw -1193297.036298 + Penalty 4449.901418 = -1188847.134880
  nChanged 623
		SP:Iteration 2F (190221.670000 sec): 3 clusters
  Score: Raw -1193706.497082 + Penalty 4449.901418 = -1189256.595664
  nChanged 496
		SP:Iteration 3F (190221.880000 sec): 3 clusters
  Score: Raw -1194030.738842 + Penalty 4449.901418 = -1189580.837424
  nChanged 419
		SP:Iteration 4F (190222.100000 sec): 3 clusters
  Score: Raw -1194316.875245 + Penalty 4449.901418 = -1189866.973827
  nChanged 363
		SP:Iteration 5Q (190222.320000 sec): 3 clusters
  Score: Raw -1194549.093410 + Penalty 4449.901418 = -1190099.191992
  nChanged 300
		SP:Iteration 6Q (190222.540000 sec): 3 clusters
  Score: Raw -1194721.276740 + Penalty 4449.901418 = -1190271.375322
  nChanged 253
		SP:Iteration 7Q (190222.750000 sec): 3 clusters
  Score: Raw -1194864.991630 + Penalty 4449.901418 = -1190415.090212
  nChanged 219
		SP:Iteration 8Q (190222.970000 sec): 3 clusters
  Score: Raw -1194985.719279 + Penalty 4449.901418 = -1190535.817861
  nChanged 213
		SP:Iteration 9Q (190223.190000 sec): 3 clusters
  Score: Raw -1195094.512467 + Penalty 4449.901418 = -1190644.611049
  nChanged 179
		SP:Iteration 10Q (190223.410000 sec): 3 clusters
  Score: Raw -1195188.343629 + Penalty 4449.901418 = -1190738.442211
  nChanged 177
		SP:Iteration 11Q (190223.630000 sec): 3 clusters
  Score: Raw -1195268.753049 + Penalty 4449.901418 = -1190818.851631
  nChanged 150
		SP:Iteration 12Q (190223.850000 sec): 3 clusters
  Score: Raw -1195340.380735 + Penalty 4449.901418 = -1190890.479317
  nChanged 130
		SP:Iteration 13Q (190224.070000 sec): 3 clusters
  Score: Raw -1195404.707605 + Penalty 4449.901418 = -1190954.806187
  nChanged 138
		SP:Iteration 14Q (190224.290000 sec): 3 clusters
  Score: Raw -1195477.293256 + Penalty 4449.901418 = -1191027.391838
  nChanged 124
		SP:Iteration 15Q (190224.510000 sec): 3 clusters
  Score: Raw -1195543.823181 + Penalty 4449.901418 = -1191093.921763
  nChanged 123
		SP:Iteration 16Q (190224.730000 sec): 3 clusters
  Score: Raw -1195606.221299 + Penalty 4449.901418 = -1191156.319881
  nChanged 104
		SP:Iteration 17Q (190224.950000 sec): 3 clusters
  Score: Raw -1195657.608291 + Penalty 4449.901418 = -1191207.706872
  nChanged 96
		SP:Iteration 18Q (190225.170000 sec): 3 clusters
  Score: Raw -1195699.566992 + Penalty 4449.901418 = -1191249.665574
  nChanged 76
		SP:Iteration 19Q (190225.390000 sec): 3 clusters
  Score: Raw -1195726.246326 + Penalty 4449.901418 = -1191276.344907
  nChanged 62
		SP:Iteration 20F (190225.610000 sec): 3 clusters
  Score: Raw -1195751.425431 + Penalty 4449.901418 = -1191301.524013
  nChanged 68
		SP:Iteration 21Q (190225.830000 sec): 3 clusters
  Score: Raw -1195778.277291 + Penalty 4449.901418 = -1191328.375873
  nChanged 62
		SP:Iteration 22Q (190226.050000 sec): 3 clusters
  Score: Raw -1195803.496927 + Penalty 4449.901418 = -1191353.595508
  nChanged 70
		SP:Iteration 23Q (190226.270000 sec): 3 clusters
  Score: Raw -1195837.688564 + Penalty 4449.901418 = -1191387.787145
  nChanged 70
		SP:Iteration 24Q (190226.490000 sec): 3 clusters
  Score: Raw -1195872.472428 + Penalty 4449.901418 = -1191422.571010
  nChanged 62
		SP:Iteration 25Q (190226.710000 sec): 3 clusters
  Score: Raw -1195898.634438 + Penalty 4449.901418 = -1191448.733020
  nChanged 57
		SP:Iteration 26Q (190226.930000 sec): 3 clusters
  Score: Raw -1195925.062756 + Penalty 4449.901418 = -1191475.161338
  nChanged 53
		SP:Iteration 27Q (190227.150000 sec): 3 clusters
  Score: Raw -1195947.042520 + Penalty 4449.901418 = -1191497.141102
  nChanged 47
		SP:Iteration 28Q (190227.370000 sec): 3 clusters
  Score: Raw -1195962.800178 + Penalty 4449.901418 = -1191512.898760
  nChanged 36
		SP:Iteration 29Q (190227.590000 sec): 3 clusters
  Score: Raw -1195976.274879 + Penalty 4449.901418 = -1191526.373461
  nChanged 38
		SP:Iteration 30Q (190227.820000 sec): 3 clusters
  Score: Raw -1195990.954746 + Penalty 4449.901418 = -1191541.053328
  nChanged 39
		SP:Iteration 31Q (190228.110000 sec): 3 clusters
  Score: Raw -1196005.960089 + Penalty 4449.901418 = -1191556.058671
  nChanged 30
		SP:Iteration 32Q (190228.330000 sec): 3 clusters
  Score: Raw -1196020.129442 + Penalty 4449.901418 = -1191570.228024
  nChanged 25
		SP:Iteration 33Q (190228.670000 sec): 3 clusters
  Score: Raw -1196028.454863 + Penalty 4449.901418 = -1191578.553445
  nChanged 15
		SP:Iteration 34Q (190228.900000 sec): 3 clusters
  Score: Raw -1196033.242670 + Penalty 4449.901418 = -1191583.341252
  nChanged 18
		SP:Iteration 35Q (190229.100000 sec): 3 clusters
  Score: Raw -1196040.511527 + Penalty 4449.901418 = -1191590.610109
  nChanged 18
		SP:Iteration 36Q (190229.300000 sec): 3 clusters
  Score: Raw -1196047.844936 + Penalty 4449.901418 = -1191597.943518
  nChanged 18
		SP:Iteration 37Q (190229.530000 sec): 3 clusters
  Score: Raw -1196053.432722 + Penalty 4449.901418 = -1191603.531304
  nChanged 17
		SP:Iteration 38Q (190229.780000 sec): 3 clusters
  Score: Raw -1196058.815123 + Penalty 4449.901418 = -1191608.913705
  nChanged 14
		SP:Iteration 39Q (190230.050000 sec): 3 clusters
  Score: Raw -1196063.219857 + Penalty 4449.901418 = -1191613.318439
  nChanged 10
		SP:Iteration 40F (190230.260000 sec): 3 clusters
  Score: Raw -1196065.663760 + Penalty 4449.901418 = -1191615.762342
  nChanged 5
		SP:Iteration 41Q (190230.490000 sec): 3 clusters
  Score: Raw -1196066.986859 + Penalty 4449.901418 = -1191617.085441
  nChanged 10
		SP:Iteration 42Q (190230.680000 sec): 3 clusters
  Score: Raw -1196069.091303 + Penalty 4449.901418 = -1191619.189884
  nChanged 7
		SP:Iteration 43Q (190230.910000 sec): 3 clusters
  Score: Raw -1196071.056816 + Penalty 4449.901418 = -1191621.155398
  nChanged 6
		SP:Iteration 44Q (190231.150000 sec): 3 clusters
  Score: Raw -1196072.437751 + Penalty 4449.901418 = -1191622.536333
  nChanged 4
		SP:Iteration 45Q (190231.490000 sec): 3 clusters
  Score: Raw -1196073.381815 + Penalty 4449.901418 = -1191623.480397
  nChanged 3
		SP:Iteration 46Q (190231.730000 sec): 3 clusters
  Score: Raw -1196074.118563 + Penalty 4449.901418 = -1191624.217144
  nChanged 3
		SP:Iteration 47Q (190231.990000 sec): 3 clusters
  Score: Raw -1196074.843667 + Penalty 4449.901418 = -1191624.942249
  nChanged 3
		SP:Iteration 48Q (190232.240000 sec): 3 clusters
  Score: Raw -1196075.526743 + Penalty 4449.901418 = -1191625.625325
  nChanged 2
		SP:Iteration 49Q (190232.430000 sec): 3 clusters
  Score: Raw -1196075.913218 + Penalty 4449.901418 = -1191626.011800
  nChanged 1
		SP:Iteration 50Q (190232.670000 sec): 3 clusters
  Score: Raw -1196076.202472 + Penalty 4449.901418 = -1191626.301054
  nChanged 1
		SP:Iteration 51Q (190232.880000 sec): 3 clusters
  Score: Raw -1196076.366712 + Penalty 4449.901418 = -1191626.465294
  nChanged 1
		SP:Iteration 52Q (190233.070000 sec): 3 clusters
  Score: Raw -1196076.519173 + Penalty 4449.901418 = -1191626.617755
  nChanged 1
		SP:Iteration 53Q (190233.310000 sec): 3 clusters
  Score: Raw -1196076.614886 + Penalty 4449.901418 = -1191626.713468
  nChanged 2
		SP:Iteration 54Q (190233.580000 sec): 3 clusters
  Score: Raw -1196076.785646 + Penalty 4449.901418 = -1191626.884228
  nChanged 0
		SP:Iteration 55F (190233.800000 sec): 3 clusters
  Score: Raw -1196076.785646 + Penalty 4449.901418 = -1191626.884228
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 36 (18731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190234.000000 sec): 2 clusters
  Score: Raw -3015074.840248 + Penalty 2439.807926 = -3012635.032322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190234.410000 sec): 3 clusters
  Score: Raw -3004220.073997 + Penalty 4879.615851 = -2999340.458146
  nChanged 8253
		SP:Iteration 1F (190234.720000 sec): 3 clusters
  Score: Raw -3008618.297076 + Penalty 4879.615851 = -3003738.681225
  nChanged 1131
		SP:Iteration 2F (190235.140000 sec): 3 clusters
  Score: Raw -3009129.653032 + Penalty 4879.615851 = -3004250.037180
  nChanged 1052
		SP:Iteration 3F (190235.460000 sec): 3 clusters
  Score: Raw -3009618.918489 + Penalty 4879.615851 = -3004739.302637
  nChanged 1032
		SP:Iteration 4F (190235.770000 sec): 3 clusters
  Score: Raw -3010162.178769 + Penalty 4879.615851 = -3005282.562918
  nChanged 1064
		SP:Iteration 5F (190236.090000 sec): 3 clusters
  Score: Raw -3010820.368278 + Penalty 4879.615851 = -3005940.752426
  nChanged 1094
		SP:Iteration 6F (190236.390000 sec): 3 clusters
  Score: Raw -3011461.521099 + Penalty 4879.615851 = -3006581.905248
  nChanged 991
		SP:Iteration 7F (190236.650000 sec): 3 clusters
  Score: Raw -3012003.078344 + Penalty 4879.615851 = -3007123.462493
  nChanged 884
		SP:Iteration 8Q (190236.930000 sec): 3 clusters
  Score: Raw -3012438.440687 + Penalty 4879.615851 = -3007558.824835
  nChanged 738
		SP:Iteration 9Q (190237.230000 sec): 3 clusters
  Score: Raw -3012745.541010 + Penalty 4879.615851 = -3007865.925158
  nChanged 568
		SP:Iteration 10Q (190237.550000 sec): 3 clusters
  Score: Raw -3012952.296001 + Penalty 4879.615851 = -3008072.680150
  nChanged 430
		SP:Iteration 11Q (190237.870000 sec): 3 clusters
  Score: Raw -3013073.677230 + Penalty 4879.615851 = -3008194.061379
  nChanged 279
		SP:Iteration 12Q (190238.220000 sec): 3 clusters
  Score: Raw -3013140.130421 + Penalty 4879.615851 = -3008260.514569
  nChanged 211
		SP:Iteration 13Q (190238.650000 sec): 3 clusters
  Score: Raw -3013187.150251 + Penalty 4879.615851 = -3008307.534399
  nChanged 180
		SP:Iteration 14Q (190238.990000 sec): 3 clusters
  Score: Raw -3013225.740100 + Penalty 4879.615851 = -3008346.124248
  nChanged 164
		SP:Iteration 15Q (190239.330000 sec): 3 clusters
  Score: Raw -3013265.313110 + Penalty 4879.615851 = -3008385.697258
  nChanged 144
		SP:Iteration 16Q (190239.640000 sec): 3 clusters
  Score: Raw -3013299.047509 + Penalty 4879.615851 = -3008419.431657
  nChanged 118
		SP:Iteration 17Q (190240.030000 sec): 3 clusters
  Score: Raw -3013324.460031 + Penalty 4879.615851 = -3008444.844179
  nChanged 119
		SP:Iteration 18Q (190240.350000 sec): 3 clusters
  Score: Raw -3013353.148727 + Penalty 4879.615851 = -3008473.532875
  nChanged 119
		SP:Iteration 19Q (190240.650000 sec): 3 clusters
  Score: Raw -3013382.108437 + Penalty 4879.615851 = -3008502.492585
  nChanged 119
		SP:Iteration 20F (190241.050000 sec): 3 clusters
  Score: Raw -3013411.713627 + Penalty 4879.615851 = -3008532.097775
  nChanged 127
		SP:Iteration 21Q (190241.310000 sec): 3 clusters
  Score: Raw -3013439.718350 + Penalty 4879.615851 = -3008560.102499
  nChanged 126
		SP:Iteration 22Q (190241.590000 sec): 3 clusters
  Score: Raw -3013469.393305 + Penalty 4879.615851 = -3008589.777453
  nChanged 129
		SP:Iteration 23Q (190241.980000 sec): 3 clusters
  Score: Raw -3013498.680858 + Penalty 4879.615851 = -3008619.065007
  nChanged 126
		SP:Iteration 24Q (190242.310000 sec): 3 clusters
  Score: Raw -3013528.259289 + Penalty 4879.615851 = -3008648.643437
  nChanged 126
		SP:Iteration 25Q (190242.630000 sec): 3 clusters
  Score: Raw -3013559.834708 + Penalty 4879.615851 = -3008680.218857
  nChanged 115
		SP:Iteration 26Q (190242.940000 sec): 3 clusters
  Score: Raw -3013589.704047 + Penalty 4879.615851 = -3008710.088196
  nChanged 151
		SP:Iteration 27Q (190243.290000 sec): 3 clusters
  Score: Raw -3013632.240493 + Penalty 4879.615851 = -3008752.624642
  nChanged 161
		SP:Iteration 28Q (190243.640000 sec): 3 clusters
  Score: Raw -3013681.752359 + Penalty 4879.615851 = -3008802.136508
  nChanged 170
		SP:Iteration 29Q (190244.010000 sec): 3 clusters
  Score: Raw -3013737.478068 + Penalty 4879.615851 = -3008857.862217
  nChanged 195
		SP:Iteration 30Q (190244.410000 sec): 3 clusters
  Score: Raw -3013811.170646 + Penalty 4879.615851 = -3008931.554795
  nChanged 214
		SP:Iteration 31Q (190244.830000 sec): 3 clusters
  Score: Raw -3013903.943284 + Penalty 4879.615851 = -3009024.327433
  nChanged 259
		SP:Iteration 32Q (190245.140000 sec): 3 clusters
  Score: Raw -3014039.311615 + Penalty 4879.615851 = -3009159.695763
  nChanged 239
		SP:Iteration 33Q (190245.480000 sec): 3 clusters
  Score: Raw -3014175.290111 + Penalty 4879.615851 = -3009295.674259
  nChanged 276
		SP:Iteration 34Q (190245.840000 sec): 3 clusters
  Score: Raw -3014332.429089 + Penalty 4879.615851 = -3009452.813237
  nChanged 264
		SP:Iteration 35Q (190246.160000 sec): 3 clusters
  Score: Raw -3014500.899015 + Penalty 4879.615851 = -3009621.283164
  nChanged 270
		SP:Iteration 36Q (190246.410000 sec): 3 clusters
  Score: Raw -3014664.910098 + Penalty 4879.615851 = -3009785.294246
  nChanged 237
		SP:Iteration 37Q (190246.730000 sec): 3 clusters
  Score: Raw -3014822.039990 + Penalty 4879.615851 = -3009942.424139
  nChanged 194
		SP:Iteration 38Q (190247.030000 sec): 3 clusters
  Score: Raw -3014956.234070 + Penalty 4879.615851 = -3010076.618219
  nChanged 140
		SP:Iteration 39Q (190247.410000 sec): 3 clusters
  Score: Raw -3015053.335398 + Penalty 4879.615851 = -3010173.719546
  nChanged 120
		SP:Iteration 40F (190247.750000 sec): 3 clusters
  Score: Raw -3015139.887764 + Penalty 4879.615851 = -3010260.271913
  nChanged 104
		SP:Iteration 41Q (190248.100000 sec): 3 clusters
  Score: Raw -3015202.992632 + Penalty 4879.615851 = -3010323.376781
  nChanged 81
		SP:Iteration 42Q (190248.400000 sec): 3 clusters
  Score: Raw -3015264.538352 + Penalty 4879.615851 = -3010384.922501
  nChanged 69
		SP:Iteration 43Q (190248.770000 sec): 3 clusters
  Score: Raw -3015316.172497 + Penalty 4879.615851 = -3010436.556646
  nChanged 55
		SP:Iteration 44Q (190249.210000 sec): 3 clusters
  Score: Raw -3015352.070513 + Penalty 4879.615851 = -3010472.454661
  nChanged 36
		SP:Iteration 45Q (190249.530000 sec): 3 clusters
  Score: Raw -3015376.754040 + Penalty 4879.615851 = -3010497.138189
  nChanged 27
		SP:Iteration 46Q (190249.810000 sec): 3 clusters
  Score: Raw -3015396.076740 + Penalty 4879.615851 = -3010516.460889
  nChanged 18
		SP:Iteration 47Q (190250.100000 sec): 3 clusters
  Score: Raw -3015406.648581 + Penalty 4879.615851 = -3010527.032730
  nChanged 11
		SP:Iteration 48Q (190250.470000 sec): 3 clusters
  Score: Raw -3015412.843733 + Penalty 4879.615851 = -3010533.227882
  nChanged 7
		SP:Iteration 49Q (190250.790000 sec): 3 clusters
  Score: Raw -3015416.610432 + Penalty 4879.615851 = -3010536.994580
  nChanged 5
		SP:Iteration 50Q (190251.080000 sec): 3 clusters
  Score: Raw -3015418.480579 + Penalty 4879.615851 = -3010538.864728
  nChanged 4
		SP:Iteration 51Q (190251.410000 sec): 3 clusters
  Score: Raw -3015420.977726 + Penalty 4879.615851 = -3010541.361875
  nChanged 5
		SP:Iteration 52Q (190251.740000 sec): 3 clusters
  Score: Raw -3015424.239497 + Penalty 4879.615851 = -3010544.623646
  nChanged 3
		SP:Iteration 53Q (190252.000000 sec): 3 clusters
  Score: Raw -3015426.832302 + Penalty 4879.615851 = -3010547.216451
  nChanged 2
		SP:Iteration 54Q (190252.350000 sec): 3 clusters
  Score: Raw -3015428.752340 + Penalty 4879.615851 = -3010549.136489
  nChanged 2
		SP:Iteration 55Q (190252.660000 sec): 3 clusters
  Score: Raw -3015429.479571 + Penalty 4879.615851 = -3010549.863720
  nChanged 2
		SP:Iteration 56Q (190252.950000 sec): 3 clusters
  Score: Raw -3015430.192512 + Penalty 4879.615851 = -3010550.576661
  nChanged 2
		SP:Iteration 57Q (190253.270000 sec): 3 clusters
  Score: Raw -3015431.591558 + Penalty 4879.615851 = -3010551.975706
  nChanged 3
		SP:Iteration 58Q (190253.590000 sec): 3 clusters
  Score: Raw -3015433.018019 + Penalty 4879.615851 = -3010553.402167
  nChanged 3
		SP:Iteration 59Q (190253.940000 sec): 3 clusters
  Score: Raw -3015434.596690 + Penalty 4879.615851 = -3010554.980839
  nChanged 2
		SP:Iteration 60F (190254.260000 sec): 3 clusters
  Score: Raw -3015435.297248 + Penalty 4879.615851 = -3010555.681397
  nChanged 1
		SP:Iteration 61Q (190254.510000 sec): 3 clusters
  Score: Raw -3015435.976034 + Penalty 4879.615851 = -3010556.360182
  nChanged 0
		SP:Iteration 62F (190254.810000 sec): 3 clusters
  Score: Raw -3015435.976034 + Penalty 4879.615851 = -3010556.360182
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 37 (23579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190255.080000 sec): 2 clusters
  Score: Raw -3879459.965685 + Penalty 2496.891718 = -3876963.073967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190255.430000 sec): 3 clusters
  Score: Raw -3865636.073609 + Penalty 4993.783435 = -3860642.290174
  nChanged 10409
		SP:Iteration 1F (190255.840000 sec): 3 clusters
  Score: Raw -3871186.823257 + Penalty 4993.783435 = -3866193.039822
  nChanged 1213
		SP:Iteration 2F (190256.200000 sec): 3 clusters
  Score: Raw -3871653.236411 + Penalty 4993.783435 = -3866659.452976
  nChanged 1121
		SP:Iteration 3Q (190256.600000 sec): 3 clusters
  Score: Raw -3872138.941433 + Penalty 4993.783435 = -3867145.157998
  nChanged 1147
		SP:Iteration 4Q (190256.930000 sec): 3 clusters
  Score: Raw -3872703.050464 + Penalty 4993.783435 = -3867709.267029
  nChanged 1265
		SP:Iteration 5F (190257.290000 sec): 3 clusters
  Score: Raw -3873468.235323 + Penalty 4993.783435 = -3868474.451888
  nChanged 1466
		SP:Iteration 6F (190257.600000 sec): 3 clusters
  Score: Raw -3874537.623843 + Penalty 4993.783435 = -3869543.840408
  nChanged 1606
		SP:Iteration 7F (190258.030000 sec): 3 clusters
  Score: Raw -3875826.748438 + Penalty 4993.783435 = -3870832.965003
  nChanged 1553
		SP:Iteration 8F (190258.400000 sec): 3 clusters
  Score: Raw -3877209.478448 + Penalty 4993.783435 = -3872215.695013
  nChanged 1207
		SP:Iteration 9F (190258.750000 sec): 3 clusters
  Score: Raw -3878340.720902 + Penalty 4993.783435 = -3873346.937467
  nChanged 736
		SP:Iteration 10Q (190259.080000 sec): 3 clusters
  Score: Raw -3879041.984499 + Penalty 4993.783435 = -3874048.201063
  nChanged 353
		SP:Iteration 11Q (190259.390000 sec): 3 clusters
  Score: Raw -3879376.630158 + Penalty 4993.783435 = -3874382.846723
  nChanged 153
		SP:Iteration 12Q (190259.700000 sec): 3 clusters
  Score: Raw -3879534.852079 + Penalty 4993.783435 = -3874541.068644
  nChanged 65
		SP:Iteration 13Q (190260.000000 sec): 3 clusters
  Score: Raw -3879599.020751 + Penalty 4993.783435 = -3874605.237315
  nChanged 36
		SP:Iteration 14Q (190260.290000 sec): 3 clusters
  Score: Raw -3879639.613544 + Penalty 4993.783435 = -3874645.830109
  nChanged 17
		SP:Iteration 15Q (190260.590000 sec): 3 clusters
  Score: Raw -3879657.433137 + Penalty 4993.783435 = -3874663.649702
  nChanged 8
		SP:Iteration 16Q (190260.940000 sec): 3 clusters
  Score: Raw -3879666.253981 + Penalty 4993.783435 = -3874672.470546
  nChanged 8
		SP:Iteration 17Q (190261.260000 sec): 3 clusters
  Score: Raw -3879675.073716 + Penalty 4993.783435 = -3874681.290281
  nChanged 7
		SP:Iteration 18Q (190261.580000 sec): 3 clusters
  Score: Raw -3879684.835247 + Penalty 4993.783435 = -3874691.051811
  nChanged 8
		SP:Iteration 19Q (190261.910000 sec): 3 clusters
  Score: Raw -3879694.294712 + Penalty 4993.783435 = -3874700.511277
  nChanged 2
		SP:Iteration 20F (190262.320000 sec): 3 clusters
  Score: Raw -3879697.562102 + Penalty 4993.783435 = -3874703.778667
  nChanged 3
		SP:Iteration 21Q (190262.630000 sec): 3 clusters
  Score: Raw -3879700.170332 + Penalty 4993.783435 = -3874706.386897
  nChanged 1
		SP:Iteration 22Q (190262.940000 sec): 3 clusters
  Score: Raw -3879700.693401 + Penalty 4993.783435 = -3874706.909966
  nChanged 2
		SP:Iteration 23Q (190263.240000 sec): 3 clusters
  Score: Raw -3879701.859502 + Penalty 4993.783435 = -3874708.076067
  nChanged 1
		SP:Iteration 24Q (190263.530000 sec): 3 clusters
  Score: Raw -3879703.082643 + Penalty 4993.783435 = -3874709.299207
  nChanged 1
		SP:Iteration 25Q (190263.910000 sec): 3 clusters
  Score: Raw -3879704.669060 + Penalty 4993.783435 = -3874710.885625
  nChanged 1
		SP:Iteration 26Q (190264.210000 sec): 3 clusters
  Score: Raw -3879705.885426 + Penalty 4993.783435 = -3874712.101991
  nChanged 2
		SP:Iteration 27Q (190264.620000 sec): 3 clusters
  Score: Raw -3879707.729880 + Penalty 4993.783435 = -3874713.946445
  nChanged 1
		SP:Iteration 28Q (190264.930000 sec): 3 clusters
  Score: Raw -3879711.328033 + Penalty 4993.783435 = -3874717.544598
  nChanged 1
		SP:Iteration 29Q (190265.260000 sec): 3 clusters
  Score: Raw -3879712.731583 + Penalty 4993.783435 = -3874718.948147
  nChanged 0
		SP:Iteration 30F (190265.630000 sec): 3 clusters
  Score: Raw -3879712.731583 + Penalty 4993.783435 = -3874718.948147
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 38 (4743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190265.780000 sec): 2 clusters
  Score: Raw -664025.263115 + Penalty 2099.177431 = -661926.085683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190265.990000 sec): 3 clusters
  Score: Raw -661721.331469 + Penalty 4198.354862 = -657522.976606
  nChanged 1855
		SP:Iteration 1F (190266.140000 sec): 3 clusters
  Score: Raw -663016.969683 + Penalty 4198.354862 = -658818.614821
  nChanged 452
		SP:Iteration 2F (190266.340000 sec): 3 clusters
  Score: Raw -663484.439510 + Penalty 4198.354862 = -659286.084647
  nChanged 358
		SP:Iteration 3F (190266.580000 sec): 3 clusters
  Score: Raw -663853.268034 + Penalty 4198.354862 = -659654.913172
  nChanged 301
		SP:Iteration 4F (190266.800000 sec): 3 clusters
  Score: Raw -664108.012410 + Penalty 4198.354862 = -659909.657548
  nChanged 246
		SP:Iteration 5F (190266.940000 sec): 3 clusters
  Score: Raw -664310.899978 + Penalty 4198.354862 = -660112.545115
  nChanged 191
		SP:Iteration 6Q (190267.150000 sec): 3 clusters
  Score: Raw -664484.438270 + Penalty 4198.354862 = -660286.083408
  nChanged 168
		SP:Iteration 7Q (190267.380000 sec): 3 clusters
  Score: Raw -664606.949249 + Penalty 4198.354862 = -660408.594386
  nChanged 156
		SP:Iteration 8Q (190267.600000 sec): 3 clusters
  Score: Raw -664715.936467 + Penalty 4198.354862 = -660517.581605
  nChanged 119
		SP:Iteration 9Q (190267.800000 sec): 3 clusters
  Score: Raw -664785.642789 + Penalty 4198.354862 = -660587.287927
  nChanged 101
		SP:Iteration 10Q (190267.980000 sec): 3 clusters
  Score: Raw -664855.834139 + Penalty 4198.354862 = -660657.479277
  nChanged 83
		SP:Iteration 11Q (190268.110000 sec): 3 clusters
  Score: Raw -664914.507408 + Penalty 4198.354862 = -660716.152546
  nChanged 89
		SP:Iteration 12Q (190268.290000 sec): 3 clusters
  Score: Raw -664970.833932 + Penalty 4198.354862 = -660772.479069
  nChanged 86
		SP:Iteration 13Q (190268.440000 sec): 3 clusters
  Score: Raw -665017.342086 + Penalty 4198.354862 = -660818.987224
  nChanged 62
		SP:Iteration 14Q (190268.600000 sec): 3 clusters
  Score: Raw -665046.554492 + Penalty 4198.354862 = -660848.199630
  nChanged 52
		SP:Iteration 15Q (190268.800000 sec): 3 clusters
  Score: Raw -665070.745984 + Penalty 4198.354862 = -660872.391121
  nChanged 42
		SP:Iteration 16Q (190268.960000 sec): 3 clusters
  Score: Raw -665087.602389 + Penalty 4198.354862 = -660889.247526
  nChanged 30
		SP:Iteration 17Q (190269.080000 sec): 3 clusters
  Score: Raw -665100.512857 + Penalty 4198.354862 = -660902.157995
  nChanged 23
		SP:Iteration 18Q (190269.280000 sec): 3 clusters
  Score: Raw -665107.366249 + Penalty 4198.354862 = -660909.011387
  nChanged 18
		SP:Iteration 19Q (190269.390000 sec): 3 clusters
  Score: Raw -665112.363217 + Penalty 4198.354862 = -660914.008354
  nChanged 16
		SP:Iteration 20F (190269.580000 sec): 3 clusters
  Score: Raw -665116.633682 + Penalty 4198.354862 = -660918.278820
  nChanged 14
		SP:Iteration 21Q (190269.740000 sec): 3 clusters
  Score: Raw -665120.953411 + Penalty 4198.354862 = -660922.598548
  nChanged 17
		SP:Iteration 22Q (190269.920000 sec): 3 clusters
  Score: Raw -665124.580933 + Penalty 4198.354862 = -660926.226071
  nChanged 7
		SP:Iteration 23Q (190270.090000 sec): 3 clusters
  Score: Raw -665126.240661 + Penalty 4198.354862 = -660927.885799
  nChanged 6
		SP:Iteration 24Q (190270.330000 sec): 3 clusters
  Score: Raw -665127.415952 + Penalty 4198.354862 = -660929.061089
  nChanged 1
		SP:Iteration 25Q (190270.540000 sec): 3 clusters
  Score: Raw -665127.529901 + Penalty 4198.354862 = -660929.175039
  nChanged 0
		SP:Iteration 26F (190270.780000 sec): 3 clusters
  Score: Raw -665127.529901 + Penalty 4198.354862 = -660929.175039
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 39 (37283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190271.160000 sec): 2 clusters
  Score: Raw -5938007.282524 + Penalty 2610.520599 = -5935396.761925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190271.590000 sec): 3 clusters
  Score: Raw -5915234.143803 + Penalty 5221.041198 = -5910013.102605
  nChanged 17011
		SP:Iteration 1F (190272.050000 sec): 3 clusters
  Score: Raw -5924728.652515 + Penalty 5221.041198 = -5919507.611317
  nChanged 1892
		SP:Iteration 2F (190272.470000 sec): 3 clusters
  Score: Raw -5925460.681415 + Penalty 5221.041198 = -5920239.640217
  nChanged 1836
		SP:Iteration 3Q (190273.010000 sec): 3 clusters
  Score: Raw -5926200.879155 + Penalty 5221.041198 = -5920979.837957
  nChanged 1774
		SP:Iteration 4Q (190273.560000 sec): 3 clusters
  Score: Raw -5927009.818700 + Penalty 5221.041198 = -5921788.777502
  nChanged 1826
		SP:Iteration 5Q (190274.010000 sec): 3 clusters
  Score: Raw -5927985.351614 + Penalty 5221.041198 = -5922764.310416
  nChanged 1981
		SP:Iteration 6F (190274.430000 sec): 3 clusters
  Score: Raw -5929178.910394 + Penalty 5221.041198 = -5923957.869196
  nChanged 2075
		SP:Iteration 7F (190274.860000 sec): 3 clusters
  Score: Raw -5930560.158859 + Penalty 5221.041198 = -5925339.117661
  nChanged 2093
		SP:Iteration 8F (190275.320000 sec): 3 clusters
  Score: Raw -5932110.795485 + Penalty 5221.041198 = -5926889.754287
  nChanged 2080
		SP:Iteration 9F (190275.740000 sec): 3 clusters
  Score: Raw -5933775.399448 + Penalty 5221.041198 = -5928554.358250
  nChanged 1830
		SP:Iteration 10Q (190276.220000 sec): 3 clusters
  Score: Raw -5935236.259266 + Penalty 5221.041198 = -5930015.218068
  nChanged 1432
		SP:Iteration 11Q (190276.710000 sec): 3 clusters
  Score: Raw -5936339.465346 + Penalty 5221.041198 = -5931118.424148
  nChanged 1038
		SP:Iteration 12Q (190277.160000 sec): 3 clusters
  Score: Raw -5937101.465523 + Penalty 5221.041198 = -5931880.424325
  nChanged 731
		SP:Iteration 13Q (190277.660000 sec): 3 clusters
  Score: Raw -5937633.923050 + Penalty 5221.041198 = -5932412.881852
  nChanged 498
		SP:Iteration 14Q (190278.100000 sec): 3 clusters
  Score: Raw -5937955.769823 + Penalty 5221.041198 = -5932734.728625
  nChanged 320
		SP:Iteration 15Q (190278.530000 sec): 3 clusters
  Score: Raw -5938175.694062 + Penalty 5221.041198 = -5932954.652864
  nChanged 240
		SP:Iteration 16Q (190278.950000 sec): 3 clusters
  Score: Raw -5938346.239859 + Penalty 5221.041198 = -5933125.198661
  nChanged 168
		SP:Iteration 17Q (190279.400000 sec): 3 clusters
  Score: Raw -5938448.492356 + Penalty 5221.041198 = -5933227.451158
  nChanged 106
		SP:Iteration 18Q (190279.860000 sec): 3 clusters
  Score: Raw -5938512.419026 + Penalty 5221.041198 = -5933291.377828
  nChanged 96
		SP:Iteration 19Q (190280.230000 sec): 3 clusters
  Score: Raw -5938579.822453 + Penalty 5221.041198 = -5933358.781255
  nChanged 81
		SP:Iteration 20F (190280.680000 sec): 3 clusters
  Score: Raw -5938639.204661 + Penalty 5221.041198 = -5933418.163463
  nChanged 81
		SP:Iteration 21Q (190281.070000 sec): 3 clusters
  Score: Raw -5938688.266458 + Penalty 5221.041198 = -5933467.225260
  nChanged 56
		SP:Iteration 22Q (190281.440000 sec): 3 clusters
  Score: Raw -5938720.603211 + Penalty 5221.041198 = -5933499.562013
  nChanged 46
		SP:Iteration 23Q (190281.810000 sec): 3 clusters
  Score: Raw -5938744.727650 + Penalty 5221.041198 = -5933523.686452
  nChanged 35
		SP:Iteration 24Q (190282.240000 sec): 3 clusters
  Score: Raw -5938765.468647 + Penalty 5221.041198 = -5933544.427449
  nChanged 42
		SP:Iteration 25Q (190282.550000 sec): 3 clusters
  Score: Raw -5938782.663592 + Penalty 5221.041198 = -5933561.622394
  nChanged 22
		SP:Iteration 26Q (190282.900000 sec): 3 clusters
  Score: Raw -5938791.909310 + Penalty 5221.041198 = -5933570.868112
  nChanged 21
		SP:Iteration 27Q (190283.270000 sec): 3 clusters
  Score: Raw -5938801.041433 + Penalty 5221.041198 = -5933580.000236
  nChanged 15
		SP:Iteration 28Q (190283.620000 sec): 3 clusters
  Score: Raw -5938806.868394 + Penalty 5221.041198 = -5933585.827196
  nChanged 13
		SP:Iteration 29Q (190284.040000 sec): 3 clusters
  Score: Raw -5938811.736650 + Penalty 5221.041198 = -5933590.695452
  nChanged 11
		SP:Iteration 30Q (190284.450000 sec): 3 clusters
  Score: Raw -5938815.639934 + Penalty 5221.041198 = -5933594.598736
  nChanged 7
		SP:Iteration 31Q (190284.770000 sec): 3 clusters
  Score: Raw -5938817.839136 + Penalty 5221.041198 = -5933596.797938
  nChanged 6
		SP:Iteration 32Q (190285.150000 sec): 3 clusters
  Score: Raw -5938819.727998 + Penalty 5221.041198 = -5933598.686800
  nChanged 8
		SP:Iteration 33Q (190285.550000 sec): 3 clusters
  Score: Raw -5938822.511443 + Penalty 5221.041198 = -5933601.470245
  nChanged 11
		SP:Iteration 34Q (190285.910000 sec): 3 clusters
  Score: Raw -5938828.188131 + Penalty 5221.041198 = -5933607.146933
  nChanged 6
		SP:Iteration 35Q (190286.360000 sec): 3 clusters
  Score: Raw -5938831.157318 + Penalty 5221.041198 = -5933610.116121
  nChanged 6
		SP:Iteration 36Q (190286.830000 sec): 3 clusters
  Score: Raw -5938833.356696 + Penalty 5221.041198 = -5933612.315498
  nChanged 3
		SP:Iteration 37Q (190287.250000 sec): 3 clusters
  Score: Raw -5938834.908306 + Penalty 5221.041198 = -5933613.867108
  nChanged 2
		SP:Iteration 38Q (190287.710000 sec): 3 clusters
  Score: Raw -5938836.010641 + Penalty 5221.041198 = -5933614.969443
  nChanged 4
		SP:Iteration 39Q (190288.110000 sec): 3 clusters
  Score: Raw -5938837.287563 + Penalty 5221.041198 = -5933616.246365
  nChanged 3
		SP:Iteration 40F (190288.590000 sec): 3 clusters
  Score: Raw -5938838.123654 + Penalty 5221.041198 = -5933617.082456
  nChanged 1
		SP:Iteration 41Q (190289.010000 sec): 3 clusters
  Score: Raw -5938838.360703 + Penalty 5221.041198 = -5933617.319505
  nChanged 3
		SP:Iteration 42Q (190289.440000 sec): 3 clusters
  Score: Raw -5938839.120193 + Penalty 5221.041198 = -5933618.078995
  nChanged 3
		SP:Iteration 43Q (190289.860000 sec): 3 clusters
  Score: Raw -5938840.802818 + Penalty 5221.041198 = -5933619.761620
  nChanged 7
		SP:Iteration 44Q (190290.280000 sec): 3 clusters
  Score: Raw -5938842.759236 + Penalty 5221.041198 = -5933621.718038
  nChanged 4
		SP:Iteration 45Q (190290.730000 sec): 3 clusters
  Score: Raw -5938844.630532 + Penalty 5221.041198 = -5933623.589334
  nChanged 2
		SP:Iteration 46Q (190291.180000 sec): 3 clusters
  Score: Raw -5938845.050514 + Penalty 5221.041198 = -5933624.009316
  nChanged 0
		SP:Iteration 47F (190291.660000 sec): 3 clusters
  Score: Raw -5938845.050514 + Penalty 5221.041198 = -5933624.009316
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 40 (332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190291.830000 sec): 2 clusters
  Score: Raw -37582.612120 + Penalty 1439.673472 = -36142.938648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190292.050000 sec): 3 clusters
  Score: Raw -38005.993981 + Penalty 2879.346945 = -35126.647037
  nChanged 92
		SP:Iteration 1F (190292.280000 sec): 3 clusters
  Score: Raw -38492.283250 + Penalty 2879.346945 = -35612.936305
  nChanged 32
		SP:Iteration 2F (190292.430000 sec): 3 clusters
  Score: Raw -38762.881731 + Penalty 2879.346945 = -35883.534787
  nChanged 20
		SP:Iteration 3F (190292.620000 sec): 3 clusters
  Score: Raw -38919.832185 + Penalty 2879.346945 = -36040.485240
  nChanged 17
		SP:Iteration 4F (190292.810000 sec): 3 clusters
  Score: Raw -38986.097088 + Penalty 2879.346945 = -36106.750143
  nChanged 6
		SP:Iteration 5Q (190292.930000 sec): 3 clusters
  Score: Raw -39017.283170 + Penalty 2879.346945 = -36137.936225
  nChanged 6
		SP:Iteration 6Q (190293.080000 sec): 3 clusters
  Score: Raw -39055.952226 + Penalty 2879.346945 = -36176.605282
  nChanged 4
		SP:Iteration 7Q (190293.210000 sec): 3 clusters
  Score: Raw -39155.179425 + Penalty 2879.346945 = -36275.832480
  nChanged 3
		SP:Iteration 8Q (190293.390000 sec): 3 clusters
  Score: Raw -39158.779961 + Penalty 2879.346945 = -36279.433017
  nChanged 0
		SP:Iteration 9F (190293.530000 sec): 3 clusters
  Score: Raw -39158.779961 + Penalty 2879.346945 = -36279.433017
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 41 (32618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190293.830000 sec): 2 clusters
  Score: Raw -4842840.265418 + Penalty 2577.369651 = -4840262.895766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190294.240000 sec): 3 clusters
  Score: Raw -4823198.211063 + Penalty 5154.739303 = -4818043.471760
  nChanged 14705
		SP:Iteration 1F (190294.670000 sec): 3 clusters
  Score: Raw -4831847.718245 + Penalty 5154.739303 = -4826692.978942
  nChanged 2183
		SP:Iteration 2F (190295.070000 sec): 3 clusters
  Score: Raw -4833017.289621 + Penalty 5154.739303 = -4827862.550319
  nChanged 2179
		SP:Iteration 3F (190295.530000 sec): 3 clusters
  Score: Raw -4834377.545003 + Penalty 5154.739303 = -4829222.805700
  nChanged 2225
		SP:Iteration 4F (190295.990000 sec): 3 clusters
  Score: Raw -4835865.333529 + Penalty 5154.739303 = -4830710.594226
  nChanged 2177
		SP:Iteration 5F (190296.370000 sec): 3 clusters
  Score: Raw -4837353.816730 + Penalty 5154.739303 = -4832199.077427
  nChanged 1967
		SP:Iteration 6F (190296.860000 sec): 3 clusters
  Score: Raw -4838729.920826 + Penalty 5154.739303 = -4833575.181523
  nChanged 1712
		SP:Iteration 7F (190297.320000 sec): 3 clusters
  Score: Raw -4839968.724327 + Penalty 5154.739303 = -4834813.985025
  nChanged 1393
		SP:Iteration 8Q (190297.810000 sec): 3 clusters
  Score: Raw -4840994.949411 + Penalty 5154.739303 = -4835840.210108
  nChanged 1065
		SP:Iteration 9Q (190298.250000 sec): 3 clusters
  Score: Raw -4841763.448158 + Penalty 5154.739303 = -4836608.708855
  nChanged 782
		SP:Iteration 10Q (190298.720000 sec): 3 clusters
  Score: Raw -4842283.272333 + Penalty 5154.739303 = -4837128.533030
  nChanged 585
		SP:Iteration 11Q (190299.200000 sec): 3 clusters
  Score: Raw -4842628.287185 + Penalty 5154.739303 = -4837473.547882
  nChanged 463
		SP:Iteration 12Q (190299.650000 sec): 3 clusters
  Score: Raw -4842855.092942 + Penalty 5154.739303 = -4837700.353639
  nChanged 368
		SP:Iteration 13Q (190300.020000 sec): 3 clusters
  Score: Raw -4843030.480810 + Penalty 5154.739303 = -4837875.741507
  nChanged 279
		SP:Iteration 14Q (190300.440000 sec): 3 clusters
  Score: Raw -4843155.258224 + Penalty 5154.739303 = -4838000.518921
  nChanged 251
		SP:Iteration 15Q (190300.920000 sec): 3 clusters
  Score: Raw -4843264.210835 + Penalty 5154.739303 = -4838109.471533
  nChanged 193
		SP:Iteration 16Q (190301.360000 sec): 3 clusters
  Score: Raw -4843343.505023 + Penalty 5154.739303 = -4838188.765720
  nChanged 161
		SP:Iteration 17Q (190301.730000 sec): 3 clusters
  Score: Raw -4843404.302886 + Penalty 5154.739303 = -4838249.563583
  nChanged 138
		SP:Iteration 18Q (190302.140000 sec): 3 clusters
  Score: Raw -4843451.295039 + Penalty 5154.739303 = -4838296.555736
  nChanged 116
		SP:Iteration 19Q (190302.550000 sec): 3 clusters
  Score: Raw -4843490.367321 + Penalty 5154.739303 = -4838335.628018
  nChanged 98
		SP:Iteration 20F (190302.940000 sec): 3 clusters
  Score: Raw -4843522.214712 + Penalty 5154.739303 = -4838367.475410
  nChanged 76
		SP:Iteration 21Q (190303.380000 sec): 3 clusters
  Score: Raw -4843544.139087 + Penalty 5154.739303 = -4838389.399784
  nChanged 65
		SP:Iteration 22Q (190303.810000 sec): 3 clusters
  Score: Raw -4843564.858157 + Penalty 5154.739303 = -4838410.118854
  nChanged 68
		SP:Iteration 23Q (190304.240000 sec): 3 clusters
  Score: Raw -4843585.488834 + Penalty 5154.739303 = -4838430.749531
  nChanged 55
		SP:Iteration 24Q (190304.610000 sec): 3 clusters
  Score: Raw -4843603.853451 + Penalty 5154.739303 = -4838449.114148
  nChanged 49
		SP:Iteration 25Q (190305.030000 sec): 3 clusters
  Score: Raw -4843623.174730 + Penalty 5154.739303 = -4838468.435427
  nChanged 47
		SP:Iteration 26Q (190305.400000 sec): 3 clusters
  Score: Raw -4843644.392786 + Penalty 5154.739303 = -4838489.653483
  nChanged 44
		SP:Iteration 27Q (190305.760000 sec): 3 clusters
  Score: Raw -4843667.944422 + Penalty 5154.739303 = -4838513.205120
  nChanged 41
		SP:Iteration 28Q (190306.110000 sec): 3 clusters
  Score: Raw -4843689.578908 + Penalty 5154.739303 = -4838534.839605
  nChanged 42
		SP:Iteration 29Q (190306.480000 sec): 3 clusters
  Score: Raw -4843711.181291 + Penalty 5154.739303 = -4838556.441988
  nChanged 43
		SP:Iteration 30Q (190306.830000 sec): 3 clusters
  Score: Raw -4843732.205520 + Penalty 5154.739303 = -4838577.466217
  nChanged 42
		SP:Iteration 31Q (190307.230000 sec): 3 clusters
  Score: Raw -4843748.321725 + Penalty 5154.739303 = -4838593.582422
  nChanged 40
		SP:Iteration 32Q (190307.610000 sec): 3 clusters
  Score: Raw -4843763.041595 + Penalty 5154.739303 = -4838608.302293
  nChanged 29
		SP:Iteration 33Q (190308.000000 sec): 3 clusters
  Score: Raw -4843775.573679 + Penalty 5154.739303 = -4838620.834376
  nChanged 26
		SP:Iteration 34Q (190308.470000 sec): 3 clusters
  Score: Raw -4843785.185262 + Penalty 5154.739303 = -4838630.445959
  nChanged 19
		SP:Iteration 35Q (190308.870000 sec): 3 clusters
  Score: Raw -4843792.267800 + Penalty 5154.739303 = -4838637.528497
  nChanged 18
		SP:Iteration 36Q (190309.260000 sec): 3 clusters
  Score: Raw -4843799.283399 + Penalty 5154.739303 = -4838644.544096
  nChanged 21
		SP:Iteration 37Q (190309.640000 sec): 3 clusters
  Score: Raw -4843807.412566 + Penalty 5154.739303 = -4838652.673263
  nChanged 17
		SP:Iteration 38Q (190310.030000 sec): 3 clusters
  Score: Raw -4843812.940729 + Penalty 5154.739303 = -4838658.201426
  nChanged 11
		SP:Iteration 39Q (190310.420000 sec): 3 clusters
  Score: Raw -4843816.479818 + Penalty 5154.739303 = -4838661.740515
  nChanged 11
		SP:Iteration 40F (190310.790000 sec): 3 clusters
  Score: Raw -4843820.251048 + Penalty 5154.739303 = -4838665.511745
  nChanged 11
		SP:Iteration 41Q (190311.190000 sec): 3 clusters
  Score: Raw -4843824.310155 + Penalty 5154.739303 = -4838669.570852
  nChanged 7
		SP:Iteration 42Q (190311.520000 sec): 3 clusters
  Score: Raw -4843825.992279 + Penalty 5154.739303 = -4838671.252976
  nChanged 4
		SP:Iteration 43Q (190311.860000 sec): 3 clusters
  Score: Raw -4843827.081003 + Penalty 5154.739303 = -4838672.341700
  nChanged 4
		SP:Iteration 44Q (190312.300000 sec): 3 clusters
  Score: Raw -4843828.550454 + Penalty 5154.739303 = -4838673.811151
  nChanged 4
		SP:Iteration 45Q (190312.620000 sec): 3 clusters
  Score: Raw -4843830.083728 + Penalty 5154.739303 = -4838675.344425
  nChanged 7
		SP:Iteration 46Q (190313.030000 sec): 3 clusters
  Score: Raw -4843832.026197 + Penalty 5154.739303 = -4838677.286894
  nChanged 5
		SP:Iteration 47Q (190313.370000 sec): 3 clusters
  Score: Raw -4843832.900451 + Penalty 5154.739303 = -4838678.161148
  nChanged 2
		SP:Iteration 48Q (190313.700000 sec): 3 clusters
  Score: Raw -4843833.400367 + Penalty 5154.739303 = -4838678.661064
  nChanged 2
		SP:Iteration 49Q (190314.070000 sec): 3 clusters
  Score: Raw -4843833.793477 + Penalty 5154.739303 = -4838679.054175
  nChanged 2
		SP:Iteration 50Q (190314.430000 sec): 3 clusters
  Score: Raw -4843834.682768 + Penalty 5154.739303 = -4838679.943465
  nChanged 4
		SP:Iteration 51Q (190314.780000 sec): 3 clusters
  Score: Raw -4843835.824489 + Penalty 5154.739303 = -4838681.085187
  nChanged 5
		SP:Iteration 52Q (190315.120000 sec): 3 clusters
  Score: Raw -4843837.171269 + Penalty 5154.739303 = -4838682.431966
  nChanged 2
		SP:Iteration 53Q (190315.510000 sec): 3 clusters
  Score: Raw -4843837.503631 + Penalty 5154.739303 = -4838682.764328
  nChanged 4
		SP:Iteration 54Q (190315.930000 sec): 3 clusters
  Score: Raw -4843838.379163 + Penalty 5154.739303 = -4838683.639860
  nChanged 5
		SP:Iteration 55Q (190316.290000 sec): 3 clusters
  Score: Raw -4843839.826278 + Penalty 5154.739303 = -4838685.086976
  nChanged 8
		SP:Iteration 56Q (190316.640000 sec): 3 clusters
  Score: Raw -4843842.413113 + Penalty 5154.739303 = -4838687.673811
  nChanged 4
		SP:Iteration 57Q (190317.000000 sec): 3 clusters
  Score: Raw -4843843.286590 + Penalty 5154.739303 = -4838688.547287
  nChanged 3
		SP:Iteration 58Q (190317.360000 sec): 3 clusters
  Score: Raw -4843843.909915 + Penalty 5154.739303 = -4838689.170612
  nChanged 1
		SP:Iteration 59Q (190317.730000 sec): 3 clusters
  Score: Raw -4843844.515633 + Penalty 5154.739303 = -4838689.776330
  nChanged 2
		SP:Iteration 60F (190318.080000 sec): 3 clusters
  Score: Raw -4843845.202553 + Penalty 5154.739303 = -4838690.463250
  nChanged 3
		SP:Iteration 61Q (190318.440000 sec): 3 clusters
  Score: Raw -4843845.690159 + Penalty 5154.739303 = -4838690.950856
  nChanged 3
		SP:Iteration 62Q (190318.810000 sec): 3 clusters
  Score: Raw -4843846.700600 + Penalty 5154.739303 = -4838691.961298
  nChanged 3
		SP:Iteration 63Q (190319.230000 sec): 3 clusters
  Score: Raw -4843847.715615 + Penalty 5154.739303 = -4838692.976312
  nChanged 4
		SP:Iteration 64Q (190319.610000 sec): 3 clusters
  Score: Raw -4843849.131514 + Penalty 5154.739303 = -4838694.392211
  nChanged 9
		SP:Iteration 65Q (190319.970000 sec): 3 clusters
  Score: Raw -4843852.929192 + Penalty 5154.739303 = -4838698.189889
  nChanged 11
		SP:Iteration 66Q (190320.370000 sec): 3 clusters
  Score: Raw -4843856.521261 + Penalty 5154.739303 = -4838701.781958
  nChanged 7
		SP:Iteration 67Q (190320.710000 sec): 3 clusters
  Score: Raw -4843858.098819 + Penalty 5154.739303 = -4838703.359516
  nChanged 3
		SP:Iteration 68Q (190321.150000 sec): 3 clusters
  Score: Raw -4843858.943903 + Penalty 5154.739303 = -4838704.204600
  nChanged 2
		SP:Iteration 69Q (190321.560000 sec): 3 clusters
  Score: Raw -4843859.383519 + Penalty 5154.739303 = -4838704.644217
  nChanged 1
		SP:Iteration 70Q (190321.930000 sec): 3 clusters
  Score: Raw -4843859.455427 + Penalty 5154.739303 = -4838704.716124
  nChanged 0
		SP:Iteration 71F (190322.330000 sec): 3 clusters
  Score: Raw -4843859.455427 + Penalty 5154.739303 = -4838704.716124
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 42 (3066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190322.470000 sec): 2 clusters
  Score: Raw -469649.979158 + Penalty 1990.976007 = -467659.003151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190322.620000 sec): 3 clusters
  Score: Raw -468330.813080 + Penalty 3981.952013 = -464348.861067
  nChanged 1090
		SP:Iteration 1F (190322.810000 sec): 3 clusters
  Score: Raw -469075.810782 + Penalty 3981.952013 = -465093.858769
  nChanged 254
		SP:Iteration 2F (190323.010000 sec): 3 clusters
  Score: Raw -469265.797929 + Penalty 3981.952013 = -465283.845915
  nChanged 169
		SP:Iteration 3F (190323.220000 sec): 3 clusters
  Score: Raw -469405.410179 + Penalty 3981.952013 = -465423.458165
  nChanged 126
		SP:Iteration 4Q (190323.340000 sec): 3 clusters
  Score: Raw -469502.928313 + Penalty 3981.952013 = -465520.976299
  nChanged 106
		SP:Iteration 5Q (190323.490000 sec): 3 clusters
  Score: Raw -469584.294898 + Penalty 3981.952013 = -465602.342885
  nChanged 109
		SP:Iteration 6Q (190323.630000 sec): 3 clusters
  Score: Raw -469671.400447 + Penalty 3981.952013 = -465689.448433
  nChanged 83
		SP:Iteration 7Q (190323.780000 sec): 3 clusters
  Score: Raw -469735.021929 + Penalty 3981.952013 = -465753.069916
  nChanged 88
		SP:Iteration 8Q (190323.920000 sec): 3 clusters
  Score: Raw -469804.130568 + Penalty 3981.952013 = -465822.178554
  nChanged 75
		SP:Iteration 9Q (190324.070000 sec): 3 clusters
  Score: Raw -469857.182187 + Penalty 3981.952013 = -465875.230174
  nChanged 72
		SP:Iteration 10Q (190324.210000 sec): 3 clusters
  Score: Raw -469906.883350 + Penalty 3981.952013 = -465924.931337
  nChanged 65
		SP:Iteration 11Q (190324.360000 sec): 3 clusters
  Score: Raw -469953.055607 + Penalty 3981.952013 = -465971.103594
  nChanged 59
		SP:Iteration 12Q (190324.510000 sec): 3 clusters
  Score: Raw -469989.648267 + Penalty 3981.952013 = -466007.696253
  nChanged 47
		SP:Iteration 13Q (190324.650000 sec): 3 clusters
  Score: Raw -470020.851834 + Penalty 3981.952013 = -466038.899821
  nChanged 47
		SP:Iteration 14Q (190324.790000 sec): 3 clusters
  Score: Raw -470046.986113 + Penalty 3981.952013 = -466065.034100
  nChanged 38
		SP:Iteration 15Q (190324.930000 sec): 3 clusters
  Score: Raw -470070.014074 + Penalty 3981.952013 = -466088.062061
  nChanged 34
		SP:Iteration 16Q (190325.080000 sec): 3 clusters
  Score: Raw -470093.602581 + Penalty 3981.952013 = -466111.650568
  nChanged 25
		SP:Iteration 17Q (190325.230000 sec): 3 clusters
  Score: Raw -470107.552808 + Penalty 3981.952013 = -466125.600794
  nChanged 19
		SP:Iteration 18Q (190325.370000 sec): 3 clusters
  Score: Raw -470121.125807 + Penalty 3981.952013 = -466139.173793
  nChanged 16
		SP:Iteration 19Q (190325.510000 sec): 3 clusters
  Score: Raw -470130.765569 + Penalty 3981.952013 = -466148.813556
  nChanged 15
		SP:Iteration 20F (190325.660000 sec): 3 clusters
  Score: Raw -470137.689507 + Penalty 3981.952013 = -466155.737493
  nChanged 17
		SP:Iteration 21Q (190325.850000 sec): 3 clusters
  Score: Raw -470145.697778 + Penalty 3981.952013 = -466163.745764
  nChanged 16
		SP:Iteration 22Q (190326.030000 sec): 3 clusters
  Score: Raw -470153.847555 + Penalty 3981.952013 = -466171.895542
  nChanged 15
		SP:Iteration 23Q (190326.220000 sec): 3 clusters
  Score: Raw -470162.691164 + Penalty 3981.952013 = -466180.739150
  nChanged 15
		SP:Iteration 24Q (190326.410000 sec): 3 clusters
  Score: Raw -470172.329484 + Penalty 3981.952013 = -466190.377471
  nChanged 14
		SP:Iteration 25Q (190326.580000 sec): 3 clusters
  Score: Raw -470179.628476 + Penalty 3981.952013 = -466197.676463
  nChanged 13
		SP:Iteration 26Q (190326.790000 sec): 3 clusters
  Score: Raw -470185.523676 + Penalty 3981.952013 = -466203.571662
  nChanged 8
		SP:Iteration 27Q (190326.990000 sec): 3 clusters
  Score: Raw -470189.816748 + Penalty 3981.952013 = -466207.864734
  nChanged 9
		SP:Iteration 28Q (190327.170000 sec): 3 clusters
  Score: Raw -470194.118565 + Penalty 3981.952013 = -466212.166552
  nChanged 7
		SP:Iteration 29Q (190327.350000 sec): 3 clusters
  Score: Raw -470197.605118 + Penalty 3981.952013 = -466215.653104
  nChanged 10
		SP:Iteration 30Q (190327.530000 sec): 3 clusters
  Score: Raw -470203.149634 + Penalty 3981.952013 = -466221.197621
  nChanged 13
		SP:Iteration 31Q (190327.790000 sec): 3 clusters
  Score: Raw -470211.293027 + Penalty 3981.952013 = -466229.341014
  nChanged 6
		SP:Iteration 32Q (190327.990000 sec): 3 clusters
  Score: Raw -470213.449789 + Penalty 3981.952013 = -466231.497776
  nChanged 4
		SP:Iteration 33Q (190328.170000 sec): 3 clusters
  Score: Raw -470215.611104 + Penalty 3981.952013 = -466233.659090
  nChanged 6
		SP:Iteration 34Q (190328.370000 sec): 3 clusters
  Score: Raw -470218.781528 + Penalty 3981.952013 = -466236.829515
  nChanged 8
		SP:Iteration 35Q (190328.530000 sec): 3 clusters
  Score: Raw -470222.717942 + Penalty 3981.952013 = -466240.765928
  nChanged 10
		SP:Iteration 36Q (190328.670000 sec): 3 clusters
  Score: Raw -470228.199758 + Penalty 3981.952013 = -466246.247745
  nChanged 10
		SP:Iteration 37Q (190328.800000 sec): 3 clusters
  Score: Raw -470234.757620 + Penalty 3981.952013 = -466252.805607
  nChanged 11
		SP:Iteration 38Q (190328.990000 sec): 3 clusters
  Score: Raw -470240.576128 + Penalty 3981.952013 = -466258.624115
  nChanged 12
		SP:Iteration 39Q (190329.160000 sec): 3 clusters
  Score: Raw -470247.211075 + Penalty 3981.952013 = -466265.259062
  nChanged 11
		SP:Iteration 40F (190329.300000 sec): 3 clusters
  Score: Raw -470251.207544 + Penalty 3981.952013 = -466269.255531
  nChanged 4
		SP:Iteration 41Q (190329.490000 sec): 3 clusters
  Score: Raw -470252.952404 + Penalty 3981.952013 = -466271.000391
  nChanged 1
		SP:Iteration 42Q (190329.680000 sec): 3 clusters
  Score: Raw -470253.238871 + Penalty 3981.952013 = -466271.286857
  nChanged 1
		SP:Iteration 43Q (190329.810000 sec): 3 clusters
  Score: Raw -470253.501186 + Penalty 3981.952013 = -466271.549172
  nChanged 0
		SP:Iteration 44F (190329.960000 sec): 3 clusters
  Score: Raw -470253.501186 + Penalty 3981.952013 = -466271.549172
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 43 (23113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190330.260000 sec): 2 clusters
  Score: Raw -3619916.755697 + Penalty 2491.941326 = -3617424.814371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190330.640000 sec): 3 clusters
  Score: Raw -3606392.409770 + Penalty 4983.882652 = -3601408.527118
  nChanged 10184
		SP:Iteration 1F (190331.030000 sec): 3 clusters
  Score: Raw -3611737.888013 + Penalty 4983.882652 = -3606754.005361
  nChanged 1095
		SP:Iteration 2Q (190331.420000 sec): 3 clusters
  Score: Raw -3612085.959683 + Penalty 4983.882652 = -3607102.077030
  nChanged 957
		SP:Iteration 3Q (190331.790000 sec): 3 clusters
  Score: Raw -3612350.484445 + Penalty 4983.882652 = -3607366.601792
  nChanged 744
		SP:Iteration 4Q (190332.120000 sec): 3 clusters
  Score: Raw -3612521.168135 + Penalty 4983.882652 = -3607537.285483
  nChanged 604
		SP:Iteration 5Q (190332.450000 sec): 3 clusters
  Score: Raw -3612664.267725 + Penalty 4983.882652 = -3607680.385072
  nChanged 551
		SP:Iteration 6Q (190332.780000 sec): 3 clusters
  Score: Raw -3612803.418879 + Penalty 4983.882652 = -3607819.536227
  nChanged 563
		SP:Iteration 7Q (190333.090000 sec): 3 clusters
  Score: Raw -3612947.022460 + Penalty 4983.882652 = -3607963.139808
  nChanged 556
		SP:Iteration 8Q (190333.440000 sec): 3 clusters
  Score: Raw -3613092.959158 + Penalty 4983.882652 = -3608109.076506
  nChanged 553
		SP:Iteration 9Q (190333.780000 sec): 3 clusters
  Score: Raw -3613250.672404 + Penalty 4983.882652 = -3608266.789751
  nChanged 589
		SP:Iteration 10Q (190334.110000 sec): 3 clusters
  Score: Raw -3613442.779565 + Penalty 4983.882652 = -3608458.896913
  nChanged 658
		SP:Iteration 11Q (190334.430000 sec): 3 clusters
  Score: Raw -3613696.448801 + Penalty 4983.882652 = -3608712.566149
  nChanged 817
		SP:Iteration 12Q (190334.750000 sec): 3 clusters
  Score: Raw -3614054.787835 + Penalty 4983.882652 = -3609070.905183
  nChanged 1023
		SP:Iteration 13Q (190335.150000 sec): 3 clusters
  Score: Raw -3614608.258867 + Penalty 4983.882652 = -3609624.376214
  nChanged 1252
		SP:Iteration 14F (190335.500000 sec): 3 clusters
  Score: Raw -3615431.508023 + Penalty 4983.882652 = -3610447.625371
  nChanged 1455
		SP:Iteration 15F (190335.870000 sec): 3 clusters
  Score: Raw -3616555.057103 + Penalty 4983.882652 = -3611571.174451
  nChanged 1446
		SP:Iteration 16F (190336.220000 sec): 3 clusters
  Score: Raw -3617795.442204 + Penalty 4983.882652 = -3612811.559552
  nChanged 1221
		SP:Iteration 17F (190336.600000 sec): 3 clusters
  Score: Raw -3618926.204013 + Penalty 4983.882652 = -3613942.321361
  nChanged 755
		SP:Iteration 18Q (190336.970000 sec): 3 clusters
  Score: Raw -3619645.723865 + Penalty 4983.882652 = -3614661.841213
  nChanged 395
		SP:Iteration 19Q (190337.360000 sec): 3 clusters
  Score: Raw -3620026.541810 + Penalty 4983.882652 = -3615042.659158
  nChanged 201
		SP:Iteration 20F (190337.730000 sec): 3 clusters
  Score: Raw -3620221.286169 + Penalty 4983.882652 = -3615237.403516
  nChanged 101
		SP:Iteration 21Q (190338.060000 sec): 3 clusters
  Score: Raw -3620311.778434 + Penalty 4983.882652 = -3615327.895782
  nChanged 50
		SP:Iteration 22Q (190338.390000 sec): 3 clusters
  Score: Raw -3620359.684453 + Penalty 4983.882652 = -3615375.801800
  nChanged 30
		SP:Iteration 23Q (190338.690000 sec): 3 clusters
  Score: Raw -3620395.181118 + Penalty 4983.882652 = -3615411.298465
  nChanged 25
		SP:Iteration 24Q (190338.950000 sec): 3 clusters
  Score: Raw -3620426.563510 + Penalty 4983.882652 = -3615442.680858
  nChanged 12
		SP:Iteration 25Q (190339.290000 sec): 3 clusters
  Score: Raw -3620436.489434 + Penalty 4983.882652 = -3615452.606782
  nChanged 9
		SP:Iteration 26Q (190339.620000 sec): 3 clusters
  Score: Raw -3620447.149953 + Penalty 4983.882652 = -3615463.267301
  nChanged 6
		SP:Iteration 27Q (190339.980000 sec): 3 clusters
  Score: Raw -3620453.419291 + Penalty 4983.882652 = -3615469.536638
  nChanged 1
		SP:Iteration 28Q (190340.290000 sec): 3 clusters
  Score: Raw -3620454.830968 + Penalty 4983.882652 = -3615470.948316
  nChanged 2
		SP:Iteration 29Q (190340.590000 sec): 3 clusters
  Score: Raw -3620455.937188 + Penalty 4983.882652 = -3615472.054535
  nChanged 0
		SP:Iteration 30F (190340.970000 sec): 3 clusters
  Score: Raw -3620455.937188 + Penalty 4983.882652 = -3615472.054535
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 44 (62291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190341.510000 sec): 2 clusters
  Score: Raw -9546740.809791 + Penalty 2737.813914 = -9544002.995877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190342.180000 sec): 3 clusters
  Score: Raw -9507703.790817 + Penalty 5475.627827 = -9502228.162990
  nChanged 29037
		SP:Iteration 1F (190342.890000 sec): 3 clusters
  Score: Raw -9524371.463940 + Penalty 5475.627827 = -9518895.836113
  nChanged 3228
		SP:Iteration 2F (190343.570000 sec): 3 clusters
  Score: Raw -9525866.637075 + Penalty 5475.627827 = -9520391.009248
  nChanged 3614
		SP:Iteration 3F (190344.300000 sec): 3 clusters
  Score: Raw -9527745.987605 + Penalty 5475.627827 = -9522270.359777
  nChanged 3839
		SP:Iteration 4F (190344.970000 sec): 3 clusters
  Score: Raw -9529955.593116 + Penalty 5475.627827 = -9524479.965289
  nChanged 3900
		SP:Iteration 5F (190345.630000 sec): 3 clusters
  Score: Raw -9532215.223651 + Penalty 5475.627827 = -9526739.595823
  nChanged 3647
		SP:Iteration 6F (190346.280000 sec): 3 clusters
  Score: Raw -9534085.586693 + Penalty 5475.627827 = -9528609.958866
  nChanged 3169
		SP:Iteration 7F (190346.930000 sec): 3 clusters
  Score: Raw -9535538.945634 + Penalty 5475.627827 = -9530063.317807
  nChanged 2539
		SP:Iteration 8Q (190347.600000 sec): 3 clusters
  Score: Raw -9536582.151308 + Penalty 5475.627827 = -9531106.523481
  nChanged 2134
		SP:Iteration 9Q (190348.270000 sec): 3 clusters
  Score: Raw -9537480.322799 + Penalty 5475.627827 = -9532004.694972
  nChanged 1948
		SP:Iteration 10Q (190348.910000 sec): 3 clusters
  Score: Raw -9538335.600747 + Penalty 5475.627827 = -9532859.972920
  nChanged 1965
		SP:Iteration 11Q (190349.620000 sec): 3 clusters
  Score: Raw -9539287.550460 + Penalty 5475.627827 = -9533811.922633
  nChanged 2007
		SP:Iteration 12Q (190350.310000 sec): 3 clusters
  Score: Raw -9540321.554440 + Penalty 5475.627827 = -9534845.926613
  nChanged 1968
		SP:Iteration 13Q (190351.000000 sec): 3 clusters
  Score: Raw -9541353.682917 + Penalty 5475.627827 = -9535878.055090
  nChanged 1863
		SP:Iteration 14Q (190351.630000 sec): 3 clusters
  Score: Raw -9542311.589119 + Penalty 5475.627827 = -9536835.961292
  nChanged 1655
		SP:Iteration 15Q (190352.290000 sec): 3 clusters
  Score: Raw -9543172.260111 + Penalty 5475.627827 = -9537696.632284
  nChanged 1513
		SP:Iteration 16Q (190352.900000 sec): 3 clusters
  Score: Raw -9543945.738621 + Penalty 5475.627827 = -9538470.110794
  nChanged 1267
		SP:Iteration 17Q (190353.530000 sec): 3 clusters
  Score: Raw -9544589.507958 + Penalty 5475.627827 = -9539113.880131
  nChanged 1108
		SP:Iteration 18Q (190354.140000 sec): 3 clusters
  Score: Raw -9545126.878088 + Penalty 5475.627827 = -9539651.250260
  nChanged 929
		SP:Iteration 19Q (190354.750000 sec): 3 clusters
  Score: Raw -9545557.812117 + Penalty 5475.627827 = -9540082.184290
  nChanged 814
		SP:Iteration 20F (190355.420000 sec): 3 clusters
  Score: Raw -9545938.776978 + Penalty 5475.627827 = -9540463.149151
  nChanged 676
		SP:Iteration 21Q (190356.130000 sec): 3 clusters
  Score: Raw -9546253.083651 + Penalty 5475.627827 = -9540777.455824
  nChanged 568
		SP:Iteration 22Q (190356.710000 sec): 3 clusters
  Score: Raw -9546522.593526 + Penalty 5475.627827 = -9541046.965699
  nChanged 461
		SP:Iteration 23Q (190357.230000 sec): 3 clusters
  Score: Raw -9546747.122932 + Penalty 5475.627827 = -9541271.495105
  nChanged 385
		SP:Iteration 24Q (190357.860000 sec): 3 clusters
  Score: Raw -9546934.545065 + Penalty 5475.627827 = -9541458.917238
  nChanged 277
		SP:Iteration 25Q (190358.370000 sec): 3 clusters
  Score: Raw -9547052.172441 + Penalty 5475.627827 = -9541576.544614
  nChanged 212
		SP:Iteration 26Q (190358.970000 sec): 3 clusters
  Score: Raw -9547140.336526 + Penalty 5475.627827 = -9541664.708699
  nChanged 182
		SP:Iteration 27Q (190359.560000 sec): 3 clusters
  Score: Raw -9547210.542699 + Penalty 5475.627827 = -9541734.914872
  nChanged 139
		SP:Iteration 28Q (190360.100000 sec): 3 clusters
  Score: Raw -9547259.042282 + Penalty 5475.627827 = -9541783.414455
  nChanged 118
		SP:Iteration 29Q (190360.670000 sec): 3 clusters
  Score: Raw -9547297.332535 + Penalty 5475.627827 = -9541821.704707
  nChanged 104
		SP:Iteration 30Q (190361.300000 sec): 3 clusters
  Score: Raw -9547333.776314 + Penalty 5475.627827 = -9541858.148487
  nChanged 78
		SP:Iteration 31Q (190361.860000 sec): 3 clusters
  Score: Raw -9547358.221755 + Penalty 5475.627827 = -9541882.593928
  nChanged 68
		SP:Iteration 32Q (190362.420000 sec): 3 clusters
  Score: Raw -9547379.704496 + Penalty 5475.627827 = -9541904.076669
  nChanged 48
		SP:Iteration 33Q (190363.030000 sec): 3 clusters
  Score: Raw -9547393.875582 + Penalty 5475.627827 = -9541918.247755
  nChanged 36
		SP:Iteration 34Q (190363.650000 sec): 3 clusters
  Score: Raw -9547404.334820 + Penalty 5475.627827 = -9541928.706993
  nChanged 38
		SP:Iteration 35Q (190364.290000 sec): 3 clusters
  Score: Raw -9547415.770982 + Penalty 5475.627827 = -9541940.143155
  nChanged 23
		SP:Iteration 36Q (190364.950000 sec): 3 clusters
  Score: Raw -9547423.319580 + Penalty 5475.627827 = -9541947.691753
  nChanged 20
		SP:Iteration 37Q (190365.580000 sec): 3 clusters
  Score: Raw -9547427.853263 + Penalty 5475.627827 = -9541952.225436
  nChanged 17
		SP:Iteration 38Q (190366.230000 sec): 3 clusters
  Score: Raw -9547432.191490 + Penalty 5475.627827 = -9541956.563663
  nChanged 16
		SP:Iteration 39Q (190366.880000 sec): 3 clusters
  Score: Raw -9547436.900301 + Penalty 5475.627827 = -9541961.272474
  nChanged 15
		SP:Iteration 40F (190367.580000 sec): 3 clusters
  Score: Raw -9547442.157630 + Penalty 5475.627827 = -9541966.529803
  nChanged 14
		SP:Iteration 41Q (190368.250000 sec): 3 clusters
  Score: Raw -9547446.088692 + Penalty 5475.627827 = -9541970.460865
  nChanged 15
		SP:Iteration 42Q (190368.930000 sec): 3 clusters
  Score: Raw -9547450.553088 + Penalty 5475.627827 = -9541974.925261
  nChanged 11
		SP:Iteration 43Q (190369.580000 sec): 3 clusters
  Score: Raw -9547455.102305 + Penalty 5475.627827 = -9541979.474478
  nChanged 10
		SP:Iteration 44Q (190370.230000 sec): 3 clusters
  Score: Raw -9547457.610981 + Penalty 5475.627827 = -9541981.983154
  nChanged 7
		SP:Iteration 45Q (190370.890000 sec): 3 clusters
  Score: Raw -9547459.783307 + Penalty 5475.627827 = -9541984.155480
  nChanged 8
		SP:Iteration 46Q (190371.540000 sec): 3 clusters
  Score: Raw -9547461.794898 + Penalty 5475.627827 = -9541986.167070
  nChanged 5
		SP:Iteration 47Q (190372.140000 sec): 3 clusters
  Score: Raw -9547463.092172 + Penalty 5475.627827 = -9541987.464345
  nChanged 5
		SP:Iteration 48Q (190372.790000 sec): 3 clusters
  Score: Raw -9547464.888181 + Penalty 5475.627827 = -9541989.260353
  nChanged 9
		SP:Iteration 49Q (190373.400000 sec): 3 clusters
  Score: Raw -9547466.975482 + Penalty 5475.627827 = -9541991.347655
  nChanged 5
		SP:Iteration 50Q (190374.050000 sec): 3 clusters
  Score: Raw -9547468.992002 + Penalty 5475.627827 = -9541993.364175
  nChanged 9
		SP:Iteration 51Q (190374.660000 sec): 3 clusters
  Score: Raw -9547472.069859 + Penalty 5475.627827 = -9541996.442032
  nChanged 9
		SP:Iteration 52Q (190375.310000 sec): 3 clusters
  Score: Raw -9547474.781701 + Penalty 5475.627827 = -9541999.153874
  nChanged 5
		SP:Iteration 53Q (190375.960000 sec): 3 clusters
  Score: Raw -9547476.727346 + Penalty 5475.627827 = -9542001.099519
  nChanged 6
		SP:Iteration 54Q (190376.610000 sec): 3 clusters
  Score: Raw -9547478.790674 + Penalty 5475.627827 = -9542003.162847
  nChanged 4
		SP:Iteration 55Q (190377.260000 sec): 3 clusters
  Score: Raw -9547480.726961 + Penalty 5475.627827 = -9542005.099134
  nChanged 9
		SP:Iteration 56Q (190377.870000 sec): 3 clusters
  Score: Raw -9547483.768415 + Penalty 5475.627827 = -9542008.140588
  nChanged 10
		SP:Iteration 57Q (190378.480000 sec): 3 clusters
  Score: Raw -9547487.519783 + Penalty 5475.627827 = -9542011.891956
  nChanged 11
		SP:Iteration 58Q (190379.010000 sec): 3 clusters
  Score: Raw -9547491.010651 + Penalty 5475.627827 = -9542015.382824
  nChanged 11
		SP:Iteration 59Q (190379.530000 sec): 3 clusters
  Score: Raw -9547495.765930 + Penalty 5475.627827 = -9542020.138103
  nChanged 4
		SP:Iteration 60F (190380.100000 sec): 3 clusters
  Score: Raw -9547496.931597 + Penalty 5475.627827 = -9542021.303770
  nChanged 1
		SP:Iteration 61Q (190380.670000 sec): 3 clusters
  Score: Raw -9547497.123799 + Penalty 5475.627827 = -9542021.495972
  nChanged 2
		SP:Iteration 62Q (190381.310000 sec): 3 clusters
  Score: Raw -9547497.569100 + Penalty 5475.627827 = -9542021.941272
  nChanged 4
		SP:Iteration 63Q (190381.920000 sec): 3 clusters
  Score: Raw -9547498.767139 + Penalty 5475.627827 = -9542023.139312
  nChanged 2
		SP:Iteration 64Q (190382.450000 sec): 3 clusters
  Score: Raw -9547499.250595 + Penalty 5475.627827 = -9542023.622768
  nChanged 1
		SP:Iteration 65Q (190383.000000 sec): 3 clusters
  Score: Raw -9547499.407957 + Penalty 5475.627827 = -9542023.780130
  nChanged 0
		SP:Iteration 66F (190383.680000 sec): 3 clusters
  Score: Raw -9547499.407957 + Penalty 5475.627827 = -9542023.780130
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 45 (7017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190383.830000 sec): 2 clusters
  Score: Raw -1096769.413654 + Penalty 2196.310582 = -1094573.103072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190384.080000 sec): 3 clusters
  Score: Raw -1093150.554261 + Penalty 4392.621163 = -1088757.933098
  nChanged 2802
		SP:Iteration 1F (190384.230000 sec): 3 clusters
  Score: Raw -1094740.231306 + Penalty 4392.621163 = -1090347.610143
  nChanged 524
		SP:Iteration 2F (190384.390000 sec): 3 clusters
  Score: Raw -1095016.396277 + Penalty 4392.621163 = -1090623.775114
  nChanged 364
		SP:Iteration 3F (190384.600000 sec): 3 clusters
  Score: Raw -1095234.654569 + Penalty 4392.621163 = -1090842.033406
  nChanged 332
		SP:Iteration 4Q (190384.810000 sec): 3 clusters
  Score: Raw -1095446.646683 + Penalty 4392.621163 = -1091054.025520
  nChanged 333
		SP:Iteration 5Q (190384.950000 sec): 3 clusters
  Score: Raw -1095649.219705 + Penalty 4392.621163 = -1091256.598542
  nChanged 304
		SP:Iteration 6Q (190385.170000 sec): 3 clusters
  Score: Raw -1095856.265630 + Penalty 4392.621163 = -1091463.644466
  nChanged 309
		SP:Iteration 7Q (190385.320000 sec): 3 clusters
  Score: Raw -1096056.933345 + Penalty 4392.621163 = -1091664.312181
  nChanged 267
		SP:Iteration 8Q (190385.520000 sec): 3 clusters
  Score: Raw -1096229.903975 + Penalty 4392.621163 = -1091837.282812
  nChanged 253
		SP:Iteration 9Q (190385.690000 sec): 3 clusters
  Score: Raw -1096407.491452 + Penalty 4392.621163 = -1092014.870289
  nChanged 264
		SP:Iteration 10Q (190385.930000 sec): 3 clusters
  Score: Raw -1096592.214221 + Penalty 4392.621163 = -1092199.593058
  nChanged 264
		SP:Iteration 11Q (190386.160000 sec): 3 clusters
  Score: Raw -1096768.441506 + Penalty 4392.621163 = -1092375.820342
  nChanged 251
		SP:Iteration 12Q (190386.390000 sec): 3 clusters
  Score: Raw -1096969.956001 + Penalty 4392.621163 = -1092577.334838
  nChanged 268
		SP:Iteration 13Q (190386.580000 sec): 3 clusters
  Score: Raw -1097188.155273 + Penalty 4392.621163 = -1092795.534109
  nChanged 273
		SP:Iteration 14Q (190386.850000 sec): 3 clusters
  Score: Raw -1097398.148739 + Penalty 4392.621163 = -1093005.527576
  nChanged 240
		SP:Iteration 15Q (190387.100000 sec): 3 clusters
  Score: Raw -1097580.022650 + Penalty 4392.621163 = -1093187.401487
  nChanged 181
		SP:Iteration 16Q (190387.340000 sec): 3 clusters
  Score: Raw -1097700.933016 + Penalty 4392.621163 = -1093308.311853
  nChanged 139
		SP:Iteration 17Q (190387.600000 sec): 3 clusters
  Score: Raw -1097785.824258 + Penalty 4392.621163 = -1093393.203095
  nChanged 118
		SP:Iteration 18Q (190387.850000 sec): 3 clusters
  Score: Raw -1097840.876399 + Penalty 4392.621163 = -1093448.255236
  nChanged 76
		SP:Iteration 19Q (190388.050000 sec): 3 clusters
  Score: Raw -1097872.283104 + Penalty 4392.621163 = -1093479.661940
  nChanged 67
		SP:Iteration 20F (190388.350000 sec): 3 clusters
  Score: Raw -1097900.424618 + Penalty 4392.621163 = -1093507.803454
  nChanged 60
		SP:Iteration 21Q (190388.570000 sec): 3 clusters
  Score: Raw -1097924.281718 + Penalty 4392.621163 = -1093531.660554
  nChanged 46
		SP:Iteration 22Q (190388.770000 sec): 3 clusters
  Score: Raw -1097941.655895 + Penalty 4392.621163 = -1093549.034732
  nChanged 43
		SP:Iteration 23Q (190388.960000 sec): 3 clusters
  Score: Raw -1097955.170865 + Penalty 4392.621163 = -1093562.549701
  nChanged 32
		SP:Iteration 24Q (190389.180000 sec): 3 clusters
  Score: Raw -1097965.261051 + Penalty 4392.621163 = -1093572.639888
  nChanged 30
		SP:Iteration 25Q (190389.370000 sec): 3 clusters
  Score: Raw -1097974.206030 + Penalty 4392.621163 = -1093581.584866
  nChanged 24
		SP:Iteration 26Q (190389.590000 sec): 3 clusters
  Score: Raw -1097980.052459 + Penalty 4392.621163 = -1093587.431295
  nChanged 20
		SP:Iteration 27Q (190389.870000 sec): 3 clusters
  Score: Raw -1097985.618763 + Penalty 4392.621163 = -1093592.997600
  nChanged 25
		SP:Iteration 28Q (190390.160000 sec): 3 clusters
  Score: Raw -1097994.774766 + Penalty 4392.621163 = -1093602.153603
  nChanged 28
		SP:Iteration 29Q (190390.340000 sec): 3 clusters
  Score: Raw -1098003.082465 + Penalty 4392.621163 = -1093610.461301
  nChanged 23
		SP:Iteration 30Q (190390.520000 sec): 3 clusters
  Score: Raw -1098010.021484 + Penalty 4392.621163 = -1093617.400321
  nChanged 22
		SP:Iteration 31Q (190390.750000 sec): 3 clusters
  Score: Raw -1098017.178695 + Penalty 4392.621163 = -1093624.557532
  nChanged 17
		SP:Iteration 32Q (190390.930000 sec): 3 clusters
  Score: Raw -1098021.467219 + Penalty 4392.621163 = -1093628.846055
  nChanged 18
		SP:Iteration 33Q (190391.080000 sec): 3 clusters
  Score: Raw -1098026.132306 + Penalty 4392.621163 = -1093633.511142
  nChanged 14
		SP:Iteration 34Q (190391.290000 sec): 3 clusters
  Score: Raw -1098031.351444 + Penalty 4392.621163 = -1093638.730281
  nChanged 12
		SP:Iteration 35Q (190391.470000 sec): 3 clusters
  Score: Raw -1098036.156581 + Penalty 4392.621163 = -1093643.535418
  nChanged 14
		SP:Iteration 36Q (190391.580000 sec): 3 clusters
  Score: Raw -1098041.837275 + Penalty 4392.621163 = -1093649.216112
  nChanged 12
		SP:Iteration 37Q (190391.780000 sec): 3 clusters
  Score: Raw -1098046.171872 + Penalty 4392.621163 = -1093653.550709
  nChanged 13
		SP:Iteration 38Q (190391.890000 sec): 3 clusters
  Score: Raw -1098052.454182 + Penalty 4392.621163 = -1093659.833019
  nChanged 20
		SP:Iteration 39Q (190392.120000 sec): 3 clusters
  Score: Raw -1098061.959627 + Penalty 4392.621163 = -1093669.338464
  nChanged 23
		SP:Iteration 40F (190392.290000 sec): 3 clusters
  Score: Raw -1098081.463025 + Penalty 4392.621163 = -1093688.841861
  nChanged 28
		SP:Iteration 41Q (190392.510000 sec): 3 clusters
  Score: Raw -1098098.101878 + Penalty 4392.621163 = -1093705.480714
  nChanged 35
		SP:Iteration 42Q (190392.690000 sec): 3 clusters
  Score: Raw -1098122.162044 + Penalty 4392.621163 = -1093729.540881
  nChanged 32
		SP:Iteration 43Q (190392.860000 sec): 3 clusters
  Score: Raw -1098138.093216 + Penalty 4392.621163 = -1093745.472052
  nChanged 37
		SP:Iteration 44Q (190393.060000 sec): 3 clusters
  Score: Raw -1098154.415541 + Penalty 4392.621163 = -1093761.794377
  nChanged 25
		SP:Iteration 45Q (190393.290000 sec): 3 clusters
  Score: Raw -1098164.292578 + Penalty 4392.621163 = -1093771.671415
  nChanged 25
		SP:Iteration 46Q (190393.480000 sec): 3 clusters
  Score: Raw -1098171.900952 + Penalty 4392.621163 = -1093779.279789
  nChanged 19
		SP:Iteration 47Q (190393.670000 sec): 3 clusters
  Score: Raw -1098177.757183 + Penalty 4392.621163 = -1093785.136019
  nChanged 16
		SP:Iteration 48Q (190393.870000 sec): 3 clusters
  Score: Raw -1098181.710557 + Penalty 4392.621163 = -1093789.089393
  nChanged 7
		SP:Iteration 49Q (190394.080000 sec): 3 clusters
  Score: Raw -1098183.216802 + Penalty 4392.621163 = -1093790.595639
  nChanged 6
		SP:Iteration 50Q (190394.270000 sec): 3 clusters
  Score: Raw -1098184.404537 + Penalty 4392.621163 = -1093791.783374
  nChanged 5
		SP:Iteration 51Q (190394.470000 sec): 3 clusters
  Score: Raw -1098185.412465 + Penalty 4392.621163 = -1093792.791301
  nChanged 4
		SP:Iteration 52Q (190394.710000 sec): 3 clusters
  Score: Raw -1098186.170531 + Penalty 4392.621163 = -1093793.549367
  nChanged 2
		SP:Iteration 53Q (190395.000000 sec): 3 clusters
  Score: Raw -1098186.456117 + Penalty 4392.621163 = -1093793.834954
  nChanged 1
		SP:Iteration 54Q (190395.190000 sec): 3 clusters
  Score: Raw -1098186.559409 + Penalty 4392.621163 = -1093793.938245
  nChanged 0
		SP:Iteration 55F (190395.370000 sec): 3 clusters
  Score: Raw -1098186.559409 + Penalty 4392.621163 = -1093793.938245
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 46 (3165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190395.490000 sec): 2 clusters
  Score: Raw -478480.368897 + Penalty 1998.857267 = -476481.511630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190395.630000 sec): 3 clusters
  Score: Raw -477164.039256 + Penalty 3997.714534 = -473166.324722
  nChanged 1097
		SP:Iteration 1F (190395.790000 sec): 3 clusters
  Score: Raw -477891.041243 + Penalty 3997.714534 = -473893.326709
  nChanged 214
		SP:Iteration 2F (190395.950000 sec): 3 clusters
  Score: Raw -478039.286534 + Penalty 3997.714534 = -474041.572000
  nChanged 149
		SP:Iteration 3Q (190396.130000 sec): 3 clusters
  Score: Raw -478125.146113 + Penalty 3997.714534 = -474127.431579
  nChanged 83
		SP:Iteration 4Q (190396.310000 sec): 3 clusters
  Score: Raw -478182.932441 + Penalty 3997.714534 = -474185.217907
  nChanged 76
		SP:Iteration 5Q (190396.490000 sec): 3 clusters
  Score: Raw -478245.565939 + Penalty 3997.714534 = -474247.851405
  nChanged 79
		SP:Iteration 6Q (190396.670000 sec): 3 clusters
  Score: Raw -478298.483626 + Penalty 3997.714534 = -474300.769092
  nChanged 69
		SP:Iteration 7Q (190396.850000 sec): 3 clusters
  Score: Raw -478340.553148 + Penalty 3997.714534 = -474342.838614
  nChanged 54
		SP:Iteration 8Q (190397.050000 sec): 3 clusters
  Score: Raw -478370.662003 + Penalty 3997.714534 = -474372.947469
  nChanged 45
		SP:Iteration 9Q (190397.270000 sec): 3 clusters
  Score: Raw -478395.703700 + Penalty 3997.714534 = -474397.989166
  nChanged 44
		SP:Iteration 10Q (190397.490000 sec): 3 clusters
  Score: Raw -478419.479097 + Penalty 3997.714534 = -474421.764563
  nChanged 37
		SP:Iteration 11Q (190397.690000 sec): 3 clusters
  Score: Raw -478441.435078 + Penalty 3997.714534 = -474443.720544
  nChanged 43
		SP:Iteration 12Q (190397.850000 sec): 3 clusters
  Score: Raw -478467.028021 + Penalty 3997.714534 = -474469.313487
  nChanged 35
		SP:Iteration 13Q (190397.990000 sec): 3 clusters
  Score: Raw -478488.097120 + Penalty 3997.714534 = -474490.382586
  nChanged 32
		SP:Iteration 14Q (190398.190000 sec): 3 clusters
  Score: Raw -478510.255517 + Penalty 3997.714534 = -474512.540983
  nChanged 38
		SP:Iteration 15Q (190398.370000 sec): 3 clusters
  Score: Raw -478531.203319 + Penalty 3997.714534 = -474533.488786
  nChanged 27
		SP:Iteration 16Q (190398.590000 sec): 3 clusters
  Score: Raw -478546.576063 + Penalty 3997.714534 = -474548.861529
  nChanged 38
		SP:Iteration 17Q (190398.760000 sec): 3 clusters
  Score: Raw -478569.941537 + Penalty 3997.714534 = -474572.227003
  nChanged 36
		SP:Iteration 18Q (190398.940000 sec): 3 clusters
  Score: Raw -478589.600651 + Penalty 3997.714534 = -474591.886117
  nChanged 27
		SP:Iteration 19Q (190399.100000 sec): 3 clusters
  Score: Raw -478603.355943 + Penalty 3997.714534 = -474605.641409
  nChanged 22
		SP:Iteration 20F (190399.280000 sec): 3 clusters
  Score: Raw -478615.323604 + Penalty 3997.714534 = -474617.609070
  nChanged 21
		SP:Iteration 21Q (190399.430000 sec): 3 clusters
  Score: Raw -478627.921140 + Penalty 3997.714534 = -474630.206606
  nChanged 24
		SP:Iteration 22Q (190399.620000 sec): 3 clusters
  Score: Raw -478640.226109 + Penalty 3997.714534 = -474642.511575
  nChanged 22
		SP:Iteration 23Q (190399.790000 sec): 3 clusters
  Score: Raw -478650.592787 + Penalty 3997.714534 = -474652.878253
  nChanged 20
		SP:Iteration 24Q (190399.930000 sec): 3 clusters
  Score: Raw -478660.657208 + Penalty 3997.714534 = -474662.942674
  nChanged 15
		SP:Iteration 25Q (190400.090000 sec): 3 clusters
  Score: Raw -478669.478342 + Penalty 3997.714534 = -474671.763808
  nChanged 15
		SP:Iteration 26Q (190400.270000 sec): 3 clusters
  Score: Raw -478678.012843 + Penalty 3997.714534 = -474680.298310
  nChanged 23
		SP:Iteration 27Q (190400.450000 sec): 3 clusters
  Score: Raw -478691.066150 + Penalty 3997.714534 = -474693.351616
  nChanged 19
		SP:Iteration 28Q (190400.600000 sec): 3 clusters
  Score: Raw -478699.658560 + Penalty 3997.714534 = -474701.944026
  nChanged 12
		SP:Iteration 29Q (190400.780000 sec): 3 clusters
  Score: Raw -478705.416546 + Penalty 3997.714534 = -474707.702012
  nChanged 17
		SP:Iteration 30Q (190400.930000 sec): 3 clusters
  Score: Raw -478713.119286 + Penalty 3997.714534 = -474715.404752
  nChanged 18
		SP:Iteration 31Q (190401.120000 sec): 3 clusters
  Score: Raw -478722.790287 + Penalty 3997.714534 = -474725.075753
  nChanged 13
		SP:Iteration 32Q (190401.280000 sec): 3 clusters
  Score: Raw -478729.311205 + Penalty 3997.714534 = -474731.596671
  nChanged 13
		SP:Iteration 33Q (190401.470000 sec): 3 clusters
  Score: Raw -478734.753005 + Penalty 3997.714534 = -474737.038471
  nChanged 8
		SP:Iteration 34Q (190401.630000 sec): 3 clusters
  Score: Raw -478737.501063 + Penalty 3997.714534 = -474739.786529
  nChanged 9
		SP:Iteration 35Q (190401.780000 sec): 3 clusters
  Score: Raw -478742.988204 + Penalty 3997.714534 = -474745.273670
  nChanged 14
		SP:Iteration 36Q (190401.970000 sec): 3 clusters
  Score: Raw -478748.675747 + Penalty 3997.714534 = -474750.961214
  nChanged 12
		SP:Iteration 37Q (190402.130000 sec): 3 clusters
  Score: Raw -478754.398840 + Penalty 3997.714534 = -474756.684306
  nChanged 8
		SP:Iteration 38Q (190402.290000 sec): 3 clusters
  Score: Raw -478759.201453 + Penalty 3997.714534 = -474761.486919
  nChanged 7
		SP:Iteration 39Q (190402.540000 sec): 3 clusters
  Score: Raw -478762.440883 + Penalty 3997.714534 = -474764.726349
  nChanged 7
		SP:Iteration 40F (190402.740000 sec): 3 clusters
  Score: Raw -478765.303812 + Penalty 3997.714534 = -474767.589278
  nChanged 6
		SP:Iteration 41Q (190402.940000 sec): 3 clusters
  Score: Raw -478767.765790 + Penalty 3997.714534 = -474770.051256
  nChanged 5
		SP:Iteration 42Q (190403.150000 sec): 3 clusters
  Score: Raw -478771.386046 + Penalty 3997.714534 = -474773.671512
  nChanged 6
		SP:Iteration 43Q (190403.380000 sec): 3 clusters
  Score: Raw -478773.660189 + Penalty 3997.714534 = -474775.945655
  nChanged 3
		SP:Iteration 44Q (190403.580000 sec): 3 clusters
  Score: Raw -478775.829290 + Penalty 3997.714534 = -474778.114756
  nChanged 7
		SP:Iteration 45Q (190403.800000 sec): 3 clusters
  Score: Raw -478779.195240 + Penalty 3997.714534 = -474781.480706
  nChanged 6
		SP:Iteration 46Q (190404.020000 sec): 3 clusters
  Score: Raw -478781.472445 + Penalty 3997.714534 = -474783.757911
  nChanged 7
		SP:Iteration 47Q (190404.190000 sec): 3 clusters
  Score: Raw -478785.102732 + Penalty 3997.714534 = -474787.388198
  nChanged 9
		SP:Iteration 48Q (190404.360000 sec): 3 clusters
  Score: Raw -478790.412788 + Penalty 3997.714534 = -474792.698254
  nChanged 8
		SP:Iteration 49Q (190404.510000 sec): 3 clusters
  Score: Raw -478795.247154 + Penalty 3997.714534 = -474797.532620
  nChanged 10
		SP:Iteration 50Q (190404.700000 sec): 3 clusters
  Score: Raw -478800.742330 + Penalty 3997.714534 = -474803.027796
  nChanged 8
		SP:Iteration 51Q (190404.820000 sec): 3 clusters
  Score: Raw -478805.212539 + Penalty 3997.714534 = -474807.498005
  nChanged 4
		SP:Iteration 52Q (190405.010000 sec): 3 clusters
  Score: Raw -478806.738572 + Penalty 3997.714534 = -474809.024038
  nChanged 4
		SP:Iteration 53Q (190405.120000 sec): 3 clusters
  Score: Raw -478807.985426 + Penalty 3997.714534 = -474810.270892
  nChanged 2
		SP:Iteration 54Q (190405.270000 sec): 3 clusters
  Score: Raw -478808.514626 + Penalty 3997.714534 = -474810.800092
  nChanged 1
		SP:Iteration 55Q (190405.460000 sec): 3 clusters
  Score: Raw -478808.652991 + Penalty 3997.714534 = -474810.938457
  nChanged 0
		SP:Iteration 56F (190405.630000 sec): 3 clusters
  Score: Raw -478808.652991 + Penalty 3997.714534 = -474810.938457
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 47 (3678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190405.750000 sec): 2 clusters
  Score: Raw -582747.515942 + Penalty 2036.110852 = -580711.405089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190405.950000 sec): 3 clusters
  Score: Raw -581075.529924 + Penalty 4072.221705 = -577003.308219
  nChanged 1352
		SP:Iteration 1F (190406.150000 sec): 3 clusters
  Score: Raw -581897.151859 + Penalty 4072.221705 = -577824.930154
  nChanged 305
		SP:Iteration 2F (190406.360000 sec): 3 clusters
  Score: Raw -582133.755058 + Penalty 4072.221705 = -578061.533353
  nChanged 208
		SP:Iteration 3F (190406.510000 sec): 3 clusters
  Score: Raw -582290.139288 + Penalty 4072.221705 = -578217.917583
  nChanged 158
		SP:Iteration 4Q (190406.670000 sec): 3 clusters
  Score: Raw -582398.732720 + Penalty 4072.221705 = -578326.511015
  nChanged 111
		SP:Iteration 5Q (190406.800000 sec): 3 clusters
  Score: Raw -582482.057403 + Penalty 4072.221705 = -578409.835698
  nChanged 103
		SP:Iteration 6Q (190406.950000 sec): 3 clusters
  Score: Raw -582544.004671 + Penalty 4072.221705 = -578471.782966
  nChanged 87
		SP:Iteration 7Q (190407.130000 sec): 3 clusters
  Score: Raw -582607.913450 + Penalty 4072.221705 = -578535.691745
  nChanged 91
		SP:Iteration 8Q (190407.310000 sec): 3 clusters
  Score: Raw -582672.849395 + Penalty 4072.221705 = -578600.627690
  nChanged 84
		SP:Iteration 9Q (190407.530000 sec): 3 clusters
  Score: Raw -582725.504048 + Penalty 4072.221705 = -578653.282343
  nChanged 69
		SP:Iteration 10Q (190407.650000 sec): 3 clusters
  Score: Raw -582771.047066 + Penalty 4072.221705 = -578698.825361
  nChanged 68
		SP:Iteration 11Q (190407.830000 sec): 3 clusters
  Score: Raw -582812.488030 + Penalty 4072.221705 = -578740.266325
  nChanged 60
		SP:Iteration 12Q (190408.030000 sec): 3 clusters
  Score: Raw -582848.404107 + Penalty 4072.221705 = -578776.182402
  nChanged 53
		SP:Iteration 13Q (190408.190000 sec): 3 clusters
  Score: Raw -582880.649630 + Penalty 4072.221705 = -578808.427925
  nChanged 52
		SP:Iteration 14Q (190408.360000 sec): 3 clusters
  Score: Raw -582914.386514 + Penalty 4072.221705 = -578842.164809
  nChanged 50
		SP:Iteration 15Q (190408.570000 sec): 3 clusters
  Score: Raw -582948.615863 + Penalty 4072.221705 = -578876.394158
  nChanged 61
		SP:Iteration 16Q (190408.760000 sec): 3 clusters
  Score: Raw -582983.490822 + Penalty 4072.221705 = -578911.269117
  nChanged 52
		SP:Iteration 17Q (190408.870000 sec): 3 clusters
  Score: Raw -583010.402197 + Penalty 4072.221705 = -578938.180493
  nChanged 32
		SP:Iteration 18Q (190409.110000 sec): 3 clusters
  Score: Raw -583026.630810 + Penalty 4072.221705 = -578954.409105
  nChanged 35
		SP:Iteration 19Q (190409.320000 sec): 3 clusters
  Score: Raw -583047.133486 + Penalty 4072.221705 = -578974.911781
  nChanged 35
		SP:Iteration 20F (190409.500000 sec): 3 clusters
  Score: Raw -583071.898771 + Penalty 4072.221705 = -578999.677066
  nChanged 41
		SP:Iteration 21Q (190409.690000 sec): 3 clusters
  Score: Raw -583096.472567 + Penalty 4072.221705 = -579024.250862
  nChanged 30
		SP:Iteration 22Q (190409.940000 sec): 3 clusters
  Score: Raw -583110.874186 + Penalty 4072.221705 = -579038.652481
  nChanged 27
		SP:Iteration 23Q (190410.180000 sec): 3 clusters
  Score: Raw -583121.385737 + Penalty 4072.221705 = -579049.164032
  nChanged 25
		SP:Iteration 24Q (190410.430000 sec): 3 clusters
  Score: Raw -583134.500858 + Penalty 4072.221705 = -579062.279153
  nChanged 26
		SP:Iteration 25Q (190410.630000 sec): 3 clusters
  Score: Raw -583150.906372 + Penalty 4072.221705 = -579078.684667
  nChanged 29
		SP:Iteration 26Q (190410.810000 sec): 3 clusters
  Score: Raw -583165.436216 + Penalty 4072.221705 = -579093.214511
  nChanged 24
		SP:Iteration 27Q (190411.030000 sec): 3 clusters
  Score: Raw -583175.789234 + Penalty 4072.221705 = -579103.567529
  nChanged 17
		SP:Iteration 28Q (190411.230000 sec): 3 clusters
  Score: Raw -583184.109528 + Penalty 4072.221705 = -579111.887823
  nChanged 17
		SP:Iteration 29Q (190411.440000 sec): 3 clusters
  Score: Raw -583194.125706 + Penalty 4072.221705 = -579121.904001
  nChanged 22
		SP:Iteration 30Q (190411.660000 sec): 3 clusters
  Score: Raw -583207.019618 + Penalty 4072.221705 = -579134.797913
  nChanged 19
		SP:Iteration 31Q (190411.800000 sec): 3 clusters
  Score: Raw -583218.690944 + Penalty 4072.221705 = -579146.469239
  nChanged 18
		SP:Iteration 32Q (190411.970000 sec): 3 clusters
  Score: Raw -583230.128990 + Penalty 4072.221705 = -579157.907285
  nChanged 23
		SP:Iteration 33Q (190412.150000 sec): 3 clusters
  Score: Raw -583249.461250 + Penalty 4072.221705 = -579177.239545
  nChanged 35
		SP:Iteration 34Q (190412.390000 sec): 3 clusters
  Score: Raw -583268.522834 + Penalty 4072.221705 = -579196.301129
  nChanged 35
		SP:Iteration 35Q (190412.590000 sec): 3 clusters
  Score: Raw -583292.514809 + Penalty 4072.221705 = -579220.293104
  nChanged 38
		SP:Iteration 36Q (190412.750000 sec): 3 clusters
  Score: Raw -583314.883695 + Penalty 4072.221705 = -579242.661990
  nChanged 35
		SP:Iteration 37Q (190412.940000 sec): 3 clusters
  Score: Raw -583335.065851 + Penalty 4072.221705 = -579262.844146
  nChanged 33
		SP:Iteration 38Q (190413.130000 sec): 3 clusters
  Score: Raw -583355.495751 + Penalty 4072.221705 = -579283.274046
  nChanged 25
		SP:Iteration 39Q (190413.330000 sec): 3 clusters
  Score: Raw -583370.092769 + Penalty 4072.221705 = -579297.871064
  nChanged 23
		SP:Iteration 40F (190413.540000 sec): 3 clusters
  Score: Raw -583381.206153 + Penalty 4072.221705 = -579308.984449
  nChanged 23
		SP:Iteration 41Q (190413.680000 sec): 3 clusters
  Score: Raw -583390.020864 + Penalty 4072.221705 = -579317.799159
  nChanged 14
		SP:Iteration 42Q (190413.860000 sec): 3 clusters
  Score: Raw -583398.311032 + Penalty 4072.221705 = -579326.089327
  nChanged 14
		SP:Iteration 43Q (190414.040000 sec): 3 clusters
  Score: Raw -583407.597384 + Penalty 4072.221705 = -579335.375679
  nChanged 9
		SP:Iteration 44Q (190414.240000 sec): 3 clusters
  Score: Raw -583412.542995 + Penalty 4072.221705 = -579340.321290
  nChanged 15
		SP:Iteration 45Q (190414.410000 sec): 3 clusters
  Score: Raw -583422.144756 + Penalty 4072.221705 = -579349.923051
  nChanged 14
		SP:Iteration 46Q (190414.620000 sec): 3 clusters
  Score: Raw -583430.965777 + Penalty 4072.221705 = -579358.744072
  nChanged 14
		SP:Iteration 47Q (190414.760000 sec): 3 clusters
  Score: Raw -583436.264323 + Penalty 4072.221705 = -579364.042618
  nChanged 9
		SP:Iteration 48Q (190414.900000 sec): 3 clusters
  Score: Raw -583439.383239 + Penalty 4072.221705 = -579367.161534
  nChanged 8
		SP:Iteration 49Q (190415.020000 sec): 3 clusters
  Score: Raw -583442.878137 + Penalty 4072.221705 = -579370.656432
  nChanged 8
		SP:Iteration 50Q (190415.180000 sec): 3 clusters
  Score: Raw -583446.964940 + Penalty 4072.221705 = -579374.743235
  nChanged 7
		SP:Iteration 51Q (190415.280000 sec): 3 clusters
  Score: Raw -583451.052401 + Penalty 4072.221705 = -579378.830696
  nChanged 9
		SP:Iteration 52Q (190415.430000 sec): 3 clusters
  Score: Raw -583455.789213 + Penalty 4072.221705 = -579383.567508
  nChanged 8
		SP:Iteration 53Q (190415.590000 sec): 3 clusters
  Score: Raw -583458.910321 + Penalty 4072.221705 = -579386.688616
  nChanged 8
		SP:Iteration 54Q (190415.740000 sec): 3 clusters
  Score: Raw -583461.524458 + Penalty 4072.221705 = -579389.302753
  nChanged 5
		SP:Iteration 55Q (190415.970000 sec): 3 clusters
  Score: Raw -583463.763813 + Penalty 4072.221705 = -579391.542108
  nChanged 7
		SP:Iteration 56Q (190416.130000 sec): 3 clusters
  Score: Raw -583466.152560 + Penalty 4072.221705 = -579393.930855
  nChanged 4
		SP:Iteration 57Q (190416.380000 sec): 3 clusters
  Score: Raw -583467.280394 + Penalty 4072.221705 = -579395.058690
  nChanged 2
		SP:Iteration 58Q (190416.530000 sec): 3 clusters
  Score: Raw -583467.834945 + Penalty 4072.221705 = -579395.613240
  nChanged 1
		SP:Iteration 59Q (190416.760000 sec): 3 clusters
  Score: Raw -583468.068598 + Penalty 4072.221705 = -579395.846893
  nChanged 0
		SP:Iteration 60F (190416.980000 sec): 3 clusters
  Score: Raw -583468.068598 + Penalty 4072.221705 = -579395.846893
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 48 (5031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190417.090000 sec): 2 clusters
  Score: Raw -753109.082159 + Penalty 2113.796765 = -750995.285394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190417.370000 sec): 3 clusters
  Score: Raw -750718.210592 + Penalty 4227.593529 = -746490.617062
  nChanged 1969
		SP:Iteration 1F (190417.530000 sec): 3 clusters
  Score: Raw -751787.389586 + Penalty 4227.593529 = -747559.796057
  nChanged 385
		SP:Iteration 2F (190417.710000 sec): 3 clusters
  Score: Raw -752036.842467 + Penalty 4227.593529 = -747809.248938
  nChanged 290
		SP:Iteration 3F (190417.930000 sec): 3 clusters
  Score: Raw -752228.577955 + Penalty 4227.593529 = -748000.984426
  nChanged 232
		SP:Iteration 4Q (190418.150000 sec): 3 clusters
  Score: Raw -752381.738471 + Penalty 4227.593529 = -748154.144942
  nChanged 196
		SP:Iteration 5Q (190418.330000 sec): 3 clusters
  Score: Raw -752509.327052 + Penalty 4227.593529 = -748281.733523
  nChanged 163
		SP:Iteration 6Q (190418.540000 sec): 3 clusters
  Score: Raw -752613.112066 + Penalty 4227.593529 = -748385.518537
  nChanged 162
		SP:Iteration 7Q (190418.760000 sec): 3 clusters
  Score: Raw -752731.238892 + Penalty 4227.593529 = -748503.645363
  nChanged 169
		SP:Iteration 8Q (190418.980000 sec): 3 clusters
  Score: Raw -752871.048065 + Penalty 4227.593529 = -748643.454536
  nChanged 160
		SP:Iteration 9Q (190419.160000 sec): 3 clusters
  Score: Raw -753016.629922 + Penalty 4227.593529 = -748789.036393
  nChanged 162
		SP:Iteration 10Q (190419.350000 sec): 3 clusters
  Score: Raw -753177.913487 + Penalty 4227.593529 = -748950.319958
  nChanged 165
		SP:Iteration 11Q (190419.520000 sec): 3 clusters
  Score: Raw -753357.902654 + Penalty 4227.593529 = -749130.309124
  nChanged 154
		SP:Iteration 12Q (190419.670000 sec): 3 clusters
  Score: Raw -753556.310449 + Penalty 4227.593529 = -749328.716920
  nChanged 165
		SP:Iteration 13Q (190419.860000 sec): 3 clusters
  Score: Raw -753828.636589 + Penalty 4227.593529 = -749601.043060
  nChanged 173
		SP:Iteration 14Q (190420.020000 sec): 3 clusters
  Score: Raw -754108.183517 + Penalty 4227.593529 = -749880.589988
  nChanged 172
		SP:Iteration 15Q (190420.220000 sec): 3 clusters
  Score: Raw -754358.961383 + Penalty 4227.593529 = -750131.367854
  nChanged 157
		SP:Iteration 16Q (190420.400000 sec): 3 clusters
  Score: Raw -754538.248080 + Penalty 4227.593529 = -750310.654551
  nChanged 110
		SP:Iteration 17Q (190420.530000 sec): 3 clusters
  Score: Raw -754622.929129 + Penalty 4227.593529 = -750395.335600
  nChanged 85
		SP:Iteration 18Q (190420.760000 sec): 3 clusters
  Score: Raw -754685.375914 + Penalty 4227.593529 = -750457.782385
  nChanged 69
		SP:Iteration 19Q (190420.920000 sec): 3 clusters
  Score: Raw -754728.561019 + Penalty 4227.593529 = -750500.967490
  nChanged 66
		SP:Iteration 20F (190421.120000 sec): 3 clusters
  Score: Raw -754773.269405 + Penalty 4227.593529 = -750545.675876
  nChanged 55
		SP:Iteration 21Q (190421.360000 sec): 3 clusters
  Score: Raw -754806.670593 + Penalty 4227.593529 = -750579.077064
  nChanged 45
		SP:Iteration 22Q (190421.590000 sec): 3 clusters
  Score: Raw -754830.479144 + Penalty 4227.593529 = -750602.885615
  nChanged 30
		SP:Iteration 23Q (190421.800000 sec): 3 clusters
  Score: Raw -754846.214978 + Penalty 4227.593529 = -750618.621449
  nChanged 29
		SP:Iteration 24Q (190422.050000 sec): 3 clusters
  Score: Raw -754859.890069 + Penalty 4227.593529 = -750632.296540
  nChanged 25
		SP:Iteration 25Q (190422.180000 sec): 3 clusters
  Score: Raw -754873.176328 + Penalty 4227.593529 = -750645.582799
  nChanged 37
		SP:Iteration 26Q (190422.380000 sec): 3 clusters
  Score: Raw -754894.755927 + Penalty 4227.593529 = -750667.162398
  nChanged 30
		SP:Iteration 27Q (190422.560000 sec): 3 clusters
  Score: Raw -754912.948204 + Penalty 4227.593529 = -750685.354675
  nChanged 36
		SP:Iteration 28Q (190422.760000 sec): 3 clusters
  Score: Raw -754930.444433 + Penalty 4227.593529 = -750702.850904
  nChanged 32
		SP:Iteration 29Q (190422.990000 sec): 3 clusters
  Score: Raw -754945.701697 + Penalty 4227.593529 = -750718.108168
  nChanged 29
		SP:Iteration 30Q (190423.200000 sec): 3 clusters
  Score: Raw -754960.791607 + Penalty 4227.593529 = -750733.198078
  nChanged 40
		SP:Iteration 31Q (190423.400000 sec): 3 clusters
  Score: Raw -754991.434907 + Penalty 4227.593529 = -750763.841378
  nChanged 47
		SP:Iteration 32Q (190423.600000 sec): 3 clusters
  Score: Raw -755029.717135 + Penalty 4227.593529 = -750802.123606
  nChanged 48
		SP:Iteration 33Q (190423.790000 sec): 3 clusters
  Score: Raw -755069.834932 + Penalty 4227.593529 = -750842.241403
  nChanged 52
		SP:Iteration 34Q (190423.920000 sec): 3 clusters
  Score: Raw -755115.050224 + Penalty 4227.593529 = -750887.456695
  nChanged 50
		SP:Iteration 35Q (190424.110000 sec): 3 clusters
  Score: Raw -755150.156094 + Penalty 4227.593529 = -750922.562565
  nChanged 33
		SP:Iteration 36Q (190424.280000 sec): 3 clusters
  Score: Raw -755166.119239 + Penalty 4227.593529 = -750938.525710
  nChanged 22
		SP:Iteration 37Q (190424.470000 sec): 3 clusters
  Score: Raw -755176.665717 + Penalty 4227.593529 = -750949.072188
  nChanged 20
		SP:Iteration 38Q (190424.670000 sec): 3 clusters
  Score: Raw -755185.578889 + Penalty 4227.593529 = -750957.985360
  nChanged 14
		SP:Iteration 39Q (190424.840000 sec): 3 clusters
  Score: Raw -755190.899255 + Penalty 4227.593529 = -750963.305726
  nChanged 6
		SP:Iteration 40F (190425.050000 sec): 3 clusters
  Score: Raw -755193.264948 + Penalty 4227.593529 = -750965.671419
  nChanged 3
		SP:Iteration 41Q (190425.320000 sec): 3 clusters
  Score: Raw -755194.539446 + Penalty 4227.593529 = -750966.945917
  nChanged 1
		SP:Iteration 42Q (190425.550000 sec): 3 clusters
  Score: Raw -755194.718091 + Penalty 4227.593529 = -750967.124562
  nChanged 0
		SP:Iteration 43F (190425.740000 sec): 3 clusters
  Score: Raw -755194.718091 + Penalty 4227.593529 = -750967.124562
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 49 (7557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190425.930000 sec): 2 clusters
  Score: Raw -1243386.794933 + Penalty 2214.696932 = -1241172.098000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190426.230000 sec): 3 clusters
  Score: Raw -1239494.430265 + Penalty 4429.393864 = -1235065.036401
  nChanged 3049
		SP:Iteration 1F (190426.450000 sec): 3 clusters
  Score: Raw -1241065.656341 + Penalty 4429.393864 = -1236636.262476
  nChanged 505
		SP:Iteration 2F (190426.710000 sec): 3 clusters
  Score: Raw -1241305.834285 + Penalty 4429.393864 = -1236876.440420
  nChanged 379
		SP:Iteration 3F (190426.950000 sec): 3 clusters
  Score: Raw -1241459.696324 + Penalty 4429.393864 = -1237030.302460
  nChanged 271
		SP:Iteration 4Q (190427.190000 sec): 3 clusters
  Score: Raw -1241575.767049 + Penalty 4429.393864 = -1237146.373185
  nChanged 230
		SP:Iteration 5Q (190427.470000 sec): 3 clusters
  Score: Raw -1241660.595975 + Penalty 4429.393864 = -1237231.202111
  nChanged 188
		SP:Iteration 6Q (190427.650000 sec): 3 clusters
  Score: Raw -1241728.834989 + Penalty 4429.393864 = -1237299.441124
  nChanged 154
		SP:Iteration 7Q (190427.910000 sec): 3 clusters
  Score: Raw -1241781.979715 + Penalty 4429.393864 = -1237352.585851
  nChanged 138
		SP:Iteration 8Q (190428.140000 sec): 3 clusters
  Score: Raw -1241820.735625 + Penalty 4429.393864 = -1237391.341760
  nChanged 91
		SP:Iteration 9Q (190428.370000 sec): 3 clusters
  Score: Raw -1241845.499657 + Penalty 4429.393864 = -1237416.105793
  nChanged 80
		SP:Iteration 10Q (190428.630000 sec): 3 clusters
  Score: Raw -1241869.256272 + Penalty 4429.393864 = -1237439.862408
  nChanged 87
		SP:Iteration 11Q (190428.840000 sec): 3 clusters
  Score: Raw -1241893.101885 + Penalty 4429.393864 = -1237463.708021
  nChanged 87
		SP:Iteration 12Q (190429.070000 sec): 3 clusters
  Score: Raw -1241918.934992 + Penalty 4429.393864 = -1237489.541128
  nChanged 85
		SP:Iteration 13Q (190429.330000 sec): 3 clusters
  Score: Raw -1241945.459994 + Penalty 4429.393864 = -1237516.066130
  nChanged 94
		SP:Iteration 14Q (190429.660000 sec): 3 clusters
  Score: Raw -1241978.485232 + Penalty 4429.393864 = -1237549.091368
  nChanged 105
		SP:Iteration 15Q (190429.880000 sec): 3 clusters
  Score: Raw -1242017.510119 + Penalty 4429.393864 = -1237588.116254
  nChanged 124
		SP:Iteration 16Q (190430.170000 sec): 3 clusters
  Score: Raw -1242071.115974 + Penalty 4429.393864 = -1237641.722110
  nChanged 148
		SP:Iteration 17Q (190430.440000 sec): 3 clusters
  Score: Raw -1242133.900271 + Penalty 4429.393864 = -1237704.506407
  nChanged 143
		SP:Iteration 18Q (190430.720000 sec): 3 clusters
  Score: Raw -1242191.691508 + Penalty 4429.393864 = -1237762.297644
  nChanged 141
		SP:Iteration 19Q (190430.990000 sec): 3 clusters
  Score: Raw -1242258.664402 + Penalty 4429.393864 = -1237829.270538
  nChanged 164
		SP:Iteration 20F (190431.220000 sec): 3 clusters
  Score: Raw -1242337.542226 + Penalty 4429.393864 = -1237908.148362
  nChanged 164
		SP:Iteration 21Q (190431.450000 sec): 3 clusters
  Score: Raw -1242423.523775 + Penalty 4429.393864 = -1237994.129911
  nChanged 163
		SP:Iteration 22Q (190431.660000 sec): 3 clusters
  Score: Raw -1242514.538006 + Penalty 4429.393864 = -1238085.144142
  nChanged 187
		SP:Iteration 23Q (190431.840000 sec): 3 clusters
  Score: Raw -1242634.401370 + Penalty 4429.393864 = -1238205.007506
  nChanged 205
		SP:Iteration 24Q (190432.080000 sec): 3 clusters
  Score: Raw -1242784.644552 + Penalty 4429.393864 = -1238355.250688
  nChanged 200
		SP:Iteration 25Q (190432.270000 sec): 3 clusters
  Score: Raw -1242946.779329 + Penalty 4429.393864 = -1238517.385464
  nChanged 175
		SP:Iteration 26Q (190432.500000 sec): 3 clusters
  Score: Raw -1243079.553586 + Penalty 4429.393864 = -1238650.159722
  nChanged 136
		SP:Iteration 27Q (190432.740000 sec): 3 clusters
  Score: Raw -1243175.199455 + Penalty 4429.393864 = -1238745.805591
  nChanged 121
		SP:Iteration 28Q (190432.930000 sec): 3 clusters
  Score: Raw -1243273.186877 + Penalty 4429.393864 = -1238843.793013
  nChanged 101
		SP:Iteration 29Q (190433.130000 sec): 3 clusters
  Score: Raw -1243356.931399 + Penalty 4429.393864 = -1238927.537535
  nChanged 93
		SP:Iteration 30Q (190433.390000 sec): 3 clusters
  Score: Raw -1243426.967837 + Penalty 4429.393864 = -1238997.573973
  nChanged 70
		SP:Iteration 31Q (190433.650000 sec): 3 clusters
  Score: Raw -1243472.232840 + Penalty 4429.393864 = -1239042.838976
  nChanged 48
		SP:Iteration 32Q (190433.910000 sec): 3 clusters
  Score: Raw -1243500.960014 + Penalty 4429.393864 = -1239071.566150
  nChanged 33
		SP:Iteration 33Q (190434.130000 sec): 3 clusters
  Score: Raw -1243522.107350 + Penalty 4429.393864 = -1239092.713485
  nChanged 25
		SP:Iteration 34Q (190434.380000 sec): 3 clusters
  Score: Raw -1243536.885506 + Penalty 4429.393864 = -1239107.491642
  nChanged 21
		SP:Iteration 35Q (190434.580000 sec): 3 clusters
  Score: Raw -1243546.605063 + Penalty 4429.393864 = -1239117.211199
  nChanged 15
		SP:Iteration 36Q (190434.800000 sec): 3 clusters
  Score: Raw -1243554.810660 + Penalty 4429.393864 = -1239125.416796
  nChanged 16
		SP:Iteration 37Q (190435.030000 sec): 3 clusters
  Score: Raw -1243566.497142 + Penalty 4429.393864 = -1239137.103278
  nChanged 11
		SP:Iteration 38Q (190435.230000 sec): 3 clusters
  Score: Raw -1243575.088227 + Penalty 4429.393864 = -1239145.694363
  nChanged 11
		SP:Iteration 39Q (190435.390000 sec): 3 clusters
  Score: Raw -1243582.951143 + Penalty 4429.393864 = -1239153.557279
  nChanged 12
		SP:Iteration 40F (190435.610000 sec): 3 clusters
  Score: Raw -1243592.271789 + Penalty 4429.393864 = -1239162.877925
  nChanged 9
		SP:Iteration 41Q (190435.810000 sec): 3 clusters
  Score: Raw -1243597.398378 + Penalty 4429.393864 = -1239168.004514
  nChanged 10
		SP:Iteration 42Q (190436.110000 sec): 3 clusters
  Score: Raw -1243605.083618 + Penalty 4429.393864 = -1239175.689753
  nChanged 16
		SP:Iteration 43Q (190436.370000 sec): 3 clusters
  Score: Raw -1243614.889989 + Penalty 4429.393864 = -1239185.496125
  nChanged 6
		SP:Iteration 44Q (190436.670000 sec): 3 clusters
  Score: Raw -1243617.997850 + Penalty 4429.393864 = -1239188.603985
  nChanged 5
		SP:Iteration 45Q (190436.930000 sec): 3 clusters
  Score: Raw -1243620.373379 + Penalty 4429.393864 = -1239190.979515
  nChanged 6
		SP:Iteration 46Q (190437.130000 sec): 3 clusters
  Score: Raw -1243625.728180 + Penalty 4429.393864 = -1239196.334315
  nChanged 4
		SP:Iteration 47Q (190437.410000 sec): 3 clusters
  Score: Raw -1243629.123456 + Penalty 4429.393864 = -1239199.729592
  nChanged 2
		SP:Iteration 48Q (190437.530000 sec): 3 clusters
  Score: Raw -1243629.664861 + Penalty 4429.393864 = -1239200.270997
  nChanged 2
		SP:Iteration 49Q (190437.690000 sec): 3 clusters
  Score: Raw -1243631.105582 + Penalty 4429.393864 = -1239201.711718
  nChanged 2
		SP:Iteration 50Q (190437.900000 sec): 3 clusters
  Score: Raw -1243632.124608 + Penalty 4429.393864 = -1239202.730744
  nChanged 0
		SP:Iteration 51F (190438.130000 sec): 3 clusters
  Score: Raw -1243632.124608 + Penalty 4429.393864 = -1239202.730744
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 50 (6644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190438.260000 sec): 2 clusters
  Score: Raw -1068927.090227 + Penalty 2182.764429 = -1066744.325798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190438.480000 sec): 3 clusters
  Score: Raw -1065528.712436 + Penalty 4365.528857 = -1061163.183579
  nChanged 2692
		SP:Iteration 1F (190438.650000 sec): 3 clusters
  Score: Raw -1066972.991334 + Penalty 4365.528857 = -1062607.462477
  nChanged 501
		SP:Iteration 2F (190438.860000 sec): 3 clusters
  Score: Raw -1067242.083193 + Penalty 4365.528857 = -1062876.554336
  nChanged 359
		SP:Iteration 3F (190439.070000 sec): 3 clusters
  Score: Raw -1067441.963295 + Penalty 4365.528857 = -1063076.434437
  nChanged 325
		SP:Iteration 4Q (190439.260000 sec): 3 clusters
  Score: Raw -1067626.425449 + Penalty 4365.528857 = -1063260.896592
  nChanged 281
		SP:Iteration 5Q (190439.510000 sec): 3 clusters
  Score: Raw -1067791.681938 + Penalty 4365.528857 = -1063426.153081
  nChanged 300
		SP:Iteration 6Q (190439.720000 sec): 3 clusters
  Score: Raw -1067952.328826 + Penalty 4365.528857 = -1063586.799969
  nChanged 235
		SP:Iteration 7Q (190439.950000 sec): 3 clusters
  Score: Raw -1068077.608497 + Penalty 4365.528857 = -1063712.079640
  nChanged 199
		SP:Iteration 8Q (190440.170000 sec): 3 clusters
  Score: Raw -1068179.586393 + Penalty 4365.528857 = -1063814.057536
  nChanged 182
		SP:Iteration 9Q (190440.430000 sec): 3 clusters
  Score: Raw -1068267.039632 + Penalty 4365.528857 = -1063901.510775
  nChanged 165
		SP:Iteration 10Q (190440.630000 sec): 3 clusters
  Score: Raw -1068349.498649 + Penalty 4365.528857 = -1063983.969792
  nChanged 152
		SP:Iteration 11Q (190440.880000 sec): 3 clusters
  Score: Raw -1068416.331014 + Penalty 4365.528857 = -1064050.802157
  nChanged 118
		SP:Iteration 12Q (190441.070000 sec): 3 clusters
  Score: Raw -1068464.351958 + Penalty 4365.528857 = -1064098.823101
  nChanged 98
		SP:Iteration 13Q (190441.270000 sec): 3 clusters
  Score: Raw -1068508.809598 + Penalty 4365.528857 = -1064143.280741
  nChanged 94
		SP:Iteration 14Q (190441.530000 sec): 3 clusters
  Score: Raw -1068542.927471 + Penalty 4365.528857 = -1064177.398613
  nChanged 80
		SP:Iteration 15Q (190441.730000 sec): 3 clusters
  Score: Raw -1068571.983536 + Penalty 4365.528857 = -1064206.454678
  nChanged 66
		SP:Iteration 16Q (190441.940000 sec): 3 clusters
  Score: Raw -1068596.008091 + Penalty 4365.528857 = -1064230.479234
  nChanged 58
		SP:Iteration 17Q (190442.210000 sec): 3 clusters
  Score: Raw -1068616.039197 + Penalty 4365.528857 = -1064250.510340
  nChanged 50
		SP:Iteration 18Q (190442.430000 sec): 3 clusters
  Score: Raw -1068632.725530 + Penalty 4365.528857 = -1064267.196673
  nChanged 40
		SP:Iteration 19Q (190442.650000 sec): 3 clusters
  Score: Raw -1068646.009520 + Penalty 4365.528857 = -1064280.480663
  nChanged 37
		SP:Iteration 20F (190442.870000 sec): 3 clusters
  Score: Raw -1068655.566729 + Penalty 4365.528857 = -1064290.037872
  nChanged 28
		SP:Iteration 21Q (190443.000000 sec): 3 clusters
  Score: Raw -1068663.028616 + Penalty 4365.528857 = -1064297.499759
  nChanged 25
		SP:Iteration 22Q (190443.170000 sec): 3 clusters
  Score: Raw -1068670.850050 + Penalty 4365.528857 = -1064305.321193
  nChanged 24
		SP:Iteration 23Q (190443.390000 sec): 3 clusters
  Score: Raw -1068678.494968 + Penalty 4365.528857 = -1064312.966110
  nChanged 20
		SP:Iteration 24Q (190443.590000 sec): 3 clusters
  Score: Raw -1068685.472240 + Penalty 4365.528857 = -1064319.943383
  nChanged 19
		SP:Iteration 25Q (190443.780000 sec): 3 clusters
  Score: Raw -1068691.028378 + Penalty 4365.528857 = -1064325.499520
  nChanged 10
		SP:Iteration 26Q (190444.020000 sec): 3 clusters
  Score: Raw -1068694.349090 + Penalty 4365.528857 = -1064328.820233
  nChanged 11
		SP:Iteration 27Q (190444.210000 sec): 3 clusters
  Score: Raw -1068697.833280 + Penalty 4365.528857 = -1064332.304423
  nChanged 9
		SP:Iteration 28Q (190444.380000 sec): 3 clusters
  Score: Raw -1068701.179165 + Penalty 4365.528857 = -1064335.650307
  nChanged 18
		SP:Iteration 29Q (190444.560000 sec): 3 clusters
  Score: Raw -1068706.479285 + Penalty 4365.528857 = -1064340.950428
  nChanged 20
		SP:Iteration 30Q (190444.770000 sec): 3 clusters
  Score: Raw -1068712.502390 + Penalty 4365.528857 = -1064346.973532
  nChanged 21
		SP:Iteration 31Q (190444.960000 sec): 3 clusters
  Score: Raw -1068718.070911 + Penalty 4365.528857 = -1064352.542053
  nChanged 17
		SP:Iteration 32Q (190445.150000 sec): 3 clusters
  Score: Raw -1068722.775447 + Penalty 4365.528857 = -1064357.246589
  nChanged 18
		SP:Iteration 33Q (190445.290000 sec): 3 clusters
  Score: Raw -1068727.627433 + Penalty 4365.528857 = -1064362.098575
  nChanged 17
		SP:Iteration 34Q (190445.470000 sec): 3 clusters
  Score: Raw -1068733.539692 + Penalty 4365.528857 = -1064368.010835
  nChanged 25
		SP:Iteration 35Q (190445.650000 sec): 3 clusters
  Score: Raw -1068740.406935 + Penalty 4365.528857 = -1064374.878078
  nChanged 22
		SP:Iteration 36Q (190445.910000 sec): 3 clusters
  Score: Raw -1068748.862682 + Penalty 4365.528857 = -1064383.333825
  nChanged 28
		SP:Iteration 37Q (190446.130000 sec): 3 clusters
  Score: Raw -1068760.733615 + Penalty 4365.528857 = -1064395.204757
  nChanged 33
		SP:Iteration 38Q (190446.300000 sec): 3 clusters
  Score: Raw -1068773.829500 + Penalty 4365.528857 = -1064408.300642
  nChanged 41
		SP:Iteration 39Q (190446.550000 sec): 3 clusters
  Score: Raw -1068791.898394 + Penalty 4365.528857 = -1064426.369536
  nChanged 44
		SP:Iteration 40F (190446.730000 sec): 3 clusters
  Score: Raw -1068810.901852 + Penalty 4365.528857 = -1064445.372994
  nChanged 43
		SP:Iteration 41Q (190446.940000 sec): 3 clusters
  Score: Raw -1068826.599271 + Penalty 4365.528857 = -1064461.070413
  nChanged 32
		SP:Iteration 42Q (190447.150000 sec): 3 clusters
  Score: Raw -1068840.211099 + Penalty 4365.528857 = -1064474.682241
  nChanged 25
		SP:Iteration 43Q (190447.340000 sec): 3 clusters
  Score: Raw -1068849.867445 + Penalty 4365.528857 = -1064484.338588
  nChanged 26
		SP:Iteration 44Q (190447.500000 sec): 3 clusters
  Score: Raw -1068862.243962 + Penalty 4365.528857 = -1064496.715104
  nChanged 43
		SP:Iteration 45Q (190447.680000 sec): 3 clusters
  Score: Raw -1068886.479280 + Penalty 4365.528857 = -1064520.950423
  nChanged 44
		SP:Iteration 46Q (190447.840000 sec): 3 clusters
  Score: Raw -1068907.149108 + Penalty 4365.528857 = -1064541.620251
  nChanged 40
		SP:Iteration 47Q (190448.050000 sec): 3 clusters
  Score: Raw -1068926.284239 + Penalty 4365.528857 = -1064560.755382
  nChanged 38
		SP:Iteration 48Q (190448.250000 sec): 3 clusters
  Score: Raw -1068943.229912 + Penalty 4365.528857 = -1064577.701055
  nChanged 33
		SP:Iteration 49Q (190448.400000 sec): 3 clusters
  Score: Raw -1068957.360678 + Penalty 4365.528857 = -1064591.831820
  nChanged 26
		SP:Iteration 50Q (190448.640000 sec): 3 clusters
  Score: Raw -1068969.786211 + Penalty 4365.528857 = -1064604.257353
  nChanged 19
		SP:Iteration 51Q (190448.760000 sec): 3 clusters
  Score: Raw -1068977.384814 + Penalty 4365.528857 = -1064611.855956
  nChanged 23
		SP:Iteration 52Q (190448.970000 sec): 3 clusters
  Score: Raw -1068989.535942 + Penalty 4365.528857 = -1064624.007085
  nChanged 29
		SP:Iteration 53Q (190449.190000 sec): 3 clusters
  Score: Raw -1069005.718469 + Penalty 4365.528857 = -1064640.189611
  nChanged 25
		SP:Iteration 54Q (190449.390000 sec): 3 clusters
  Score: Raw -1069017.103499 + Penalty 4365.528857 = -1064651.574641
  nChanged 15
		SP:Iteration 55Q (190449.640000 sec): 3 clusters
  Score: Raw -1069022.871367 + Penalty 4365.528857 = -1064657.342510
  nChanged 8
		SP:Iteration 56Q (190449.900000 sec): 3 clusters
  Score: Raw -1069026.286279 + Penalty 4365.528857 = -1064660.757421
  nChanged 10
		SP:Iteration 57Q (190450.030000 sec): 3 clusters
  Score: Raw -1069031.760714 + Penalty 4365.528857 = -1064666.231856
  nChanged 12
		SP:Iteration 58Q (190450.240000 sec): 3 clusters
  Score: Raw -1069037.460852 + Penalty 4365.528857 = -1064671.931994
  nChanged 10
		SP:Iteration 59Q (190450.450000 sec): 3 clusters
  Score: Raw -1069042.321958 + Penalty 4365.528857 = -1064676.793100
  nChanged 9
		SP:Iteration 60F (190450.680000 sec): 3 clusters
  Score: Raw -1069046.272905 + Penalty 4365.528857 = -1064680.744048
  nChanged 5
		SP:Iteration 61Q (190450.900000 sec): 3 clusters
  Score: Raw -1069048.282602 + Penalty 4365.528857 = -1064682.753744
  nChanged 5
		SP:Iteration 62Q (190451.120000 sec): 3 clusters
  Score: Raw -1069050.577586 + Penalty 4365.528857 = -1064685.048729
  nChanged 4
		SP:Iteration 63Q (190451.380000 sec): 3 clusters
  Score: Raw -1069051.977799 + Penalty 4365.528857 = -1064686.448942
  nChanged 0
		SP:Iteration 64F (190451.650000 sec): 3 clusters
  Score: Raw -1069051.977799 + Penalty 4365.528857 = -1064686.448942
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 51 (9069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190451.840000 sec): 2 clusters
  Score: Raw -1381914.509446 + Penalty 2259.929086 = -1379654.580360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190452.120000 sec): 3 clusters
  Score: Raw -1377140.307111 + Penalty 4519.858173 = -1372620.448939
  nChanged 3759
		SP:Iteration 1F (190452.430000 sec): 3 clusters
  Score: Raw -1379258.447527 + Penalty 4519.858173 = -1374738.589354
  nChanged 760
		SP:Iteration 2F (190452.660000 sec): 3 clusters
  Score: Raw -1379705.268413 + Penalty 4519.858173 = -1375185.410240
  nChanged 551
		SP:Iteration 3F (190452.890000 sec): 3 clusters
  Score: Raw -1380040.393302 + Penalty 4519.858173 = -1375520.535130
  nChanged 507
		SP:Iteration 4F (190453.130000 sec): 3 clusters
  Score: Raw -1380353.322939 + Penalty 4519.858173 = -1375833.464767
  nChanged 464
		SP:Iteration 5F (190453.350000 sec): 3 clusters
  Score: Raw -1380616.678778 + Penalty 4519.858173 = -1376096.820606
  nChanged 405
		SP:Iteration 6Q (190453.520000 sec): 3 clusters
  Score: Raw -1380854.412663 + Penalty 4519.858173 = -1376334.554490
  nChanged 367
		SP:Iteration 7Q (190453.800000 sec): 3 clusters
  Score: Raw -1381064.474829 + Penalty 4519.858173 = -1376544.616657
  nChanged 303
		SP:Iteration 8Q (190454.040000 sec): 3 clusters
  Score: Raw -1381234.607727 + Penalty 4519.858173 = -1376714.749554
  nChanged 267
		SP:Iteration 9Q (190454.300000 sec): 3 clusters
  Score: Raw -1381401.307558 + Penalty 4519.858173 = -1376881.449385
  nChanged 258
		SP:Iteration 10Q (190454.570000 sec): 3 clusters
  Score: Raw -1381563.851472 + Penalty 4519.858173 = -1377043.993300
  nChanged 238
		SP:Iteration 11Q (190454.770000 sec): 3 clusters
  Score: Raw -1381705.171112 + Penalty 4519.858173 = -1377185.312940
  nChanged 208
		SP:Iteration 12Q (190455.010000 sec): 3 clusters
  Score: Raw -1381820.604141 + Penalty 4519.858173 = -1377300.745968
  nChanged 171
		SP:Iteration 13Q (190455.260000 sec): 3 clusters
  Score: Raw -1381925.108966 + Penalty 4519.858173 = -1377405.250794
  nChanged 151
		SP:Iteration 14Q (190455.500000 sec): 3 clusters
  Score: Raw -1382012.293341 + Penalty 4519.858173 = -1377492.435169
  nChanged 116
		SP:Iteration 15Q (190455.710000 sec): 3 clusters
  Score: Raw -1382087.932945 + Penalty 4519.858173 = -1377568.074772
  nChanged 116
		SP:Iteration 16Q (190455.960000 sec): 3 clusters
  Score: Raw -1382165.292479 + Penalty 4519.858173 = -1377645.434307
  nChanged 87
		SP:Iteration 17Q (190456.270000 sec): 3 clusters
  Score: Raw -1382219.946753 + Penalty 4519.858173 = -1377700.088580
  nChanged 79
		SP:Iteration 18Q (190456.450000 sec): 3 clusters
  Score: Raw -1382264.339177 + Penalty 4519.858173 = -1377744.481005
  nChanged 46
		SP:Iteration 19Q (190456.690000 sec): 3 clusters
  Score: Raw -1382288.428585 + Penalty 4519.858173 = -1377768.570413
  nChanged 46
		SP:Iteration 20F (190456.920000 sec): 3 clusters
  Score: Raw -1382310.577787 + Penalty 4519.858173 = -1377790.719614
  nChanged 46
		SP:Iteration 21Q (190457.240000 sec): 3 clusters
  Score: Raw -1382330.808288 + Penalty 4519.858173 = -1377810.950115
  nChanged 35
		SP:Iteration 22Q (190457.500000 sec): 3 clusters
  Score: Raw -1382349.577384 + Penalty 4519.858173 = -1377829.719211
  nChanged 30
		SP:Iteration 23Q (190457.770000 sec): 3 clusters
  Score: Raw -1382367.264916 + Penalty 4519.858173 = -1377847.406743
  nChanged 25
		SP:Iteration 24Q (190458.000000 sec): 3 clusters
  Score: Raw -1382377.500852 + Penalty 4519.858173 = -1377857.642679
  nChanged 18
		SP:Iteration 25Q (190458.160000 sec): 3 clusters
  Score: Raw -1382384.026958 + Penalty 4519.858173 = -1377864.168786
  nChanged 16
		SP:Iteration 26Q (190458.380000 sec): 3 clusters
  Score: Raw -1382389.795675 + Penalty 4519.858173 = -1377869.937502
  nChanged 12
		SP:Iteration 27Q (190458.650000 sec): 3 clusters
  Score: Raw -1382393.347009 + Penalty 4519.858173 = -1377873.488836
  nChanged 12
		SP:Iteration 28Q (190458.860000 sec): 3 clusters
  Score: Raw -1382397.891118 + Penalty 4519.858173 = -1377878.032945
  nChanged 7
		SP:Iteration 29Q (190459.100000 sec): 3 clusters
  Score: Raw -1382400.453809 + Penalty 4519.858173 = -1377880.595637
  nChanged 8
		SP:Iteration 30Q (190459.290000 sec): 3 clusters
  Score: Raw -1382403.867965 + Penalty 4519.858173 = -1377884.009792
  nChanged 9
		SP:Iteration 31Q (190459.590000 sec): 3 clusters
  Score: Raw -1382406.938325 + Penalty 4519.858173 = -1377887.080152
  nChanged 6
		SP:Iteration 32Q (190459.860000 sec): 3 clusters
  Score: Raw -1382408.734025 + Penalty 4519.858173 = -1377888.875852
  nChanged 4
		SP:Iteration 33Q (190460.110000 sec): 3 clusters
  Score: Raw -1382411.649135 + Penalty 4519.858173 = -1377891.790962
  nChanged 9
		SP:Iteration 34Q (190460.330000 sec): 3 clusters
  Score: Raw -1382416.124703 + Penalty 4519.858173 = -1377896.266530
  nChanged 8
		SP:Iteration 35Q (190460.630000 sec): 3 clusters
  Score: Raw -1382419.530440 + Penalty 4519.858173 = -1377899.672267
  nChanged 8
		SP:Iteration 36Q (190460.850000 sec): 3 clusters
  Score: Raw -1382422.824579 + Penalty 4519.858173 = -1377902.966407
  nChanged 3
		SP:Iteration 37Q (190461.070000 sec): 3 clusters
  Score: Raw -1382423.340681 + Penalty 4519.858173 = -1377903.482508
  nChanged 5
		SP:Iteration 38Q (190461.320000 sec): 3 clusters
  Score: Raw -1382424.920226 + Penalty 4519.858173 = -1377905.062054
  nChanged 3
		SP:Iteration 39Q (190461.570000 sec): 3 clusters
  Score: Raw -1382426.093946 + Penalty 4519.858173 = -1377906.235774
  nChanged 3
		SP:Iteration 40F (190461.770000 sec): 3 clusters
  Score: Raw -1382427.437247 + Penalty 4519.858173 = -1377907.579075
  nChanged 4
		SP:Iteration 41Q (190462.030000 sec): 3 clusters
  Score: Raw -1382428.416434 + Penalty 4519.858173 = -1377908.558262
  nChanged 0
		SP:Iteration 42F (190462.260000 sec): 3 clusters
  Score: Raw -1382428.416434 + Penalty 4519.858173 = -1377908.558262
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 52 (12428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190462.410000 sec): 2 clusters
  Score: Raw -2002428.517205 + Penalty 2338.071403 = -2000090.445802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190462.700000 sec): 3 clusters
  Score: Raw -1995644.430691 + Penalty 4676.142806 = -1990968.287885
  nChanged 5188
		SP:Iteration 1F (190462.990000 sec): 3 clusters
  Score: Raw -1998434.485289 + Penalty 4676.142806 = -1993758.342483
  nChanged 805
		SP:Iteration 2F (190463.220000 sec): 3 clusters
  Score: Raw -1998788.573719 + Penalty 4676.142806 = -1994112.430913
  nChanged 606
		SP:Iteration 3Q (190463.560000 sec): 3 clusters
  Score: Raw -1999041.432897 + Penalty 4676.142806 = -1994365.290091
  nChanged 480
		SP:Iteration 4Q (190463.870000 sec): 3 clusters
  Score: Raw -1999243.006707 + Penalty 4676.142806 = -1994566.863901
  nChanged 423
		SP:Iteration 5Q (190464.210000 sec): 3 clusters
  Score: Raw -1999414.386481 + Penalty 4676.142806 = -1994738.243675
  nChanged 405
		SP:Iteration 6Q (190464.440000 sec): 3 clusters
  Score: Raw -1999576.635150 + Penalty 4676.142806 = -1994900.492344
  nChanged 376
		SP:Iteration 7Q (190464.710000 sec): 3 clusters
  Score: Raw -1999720.921752 + Penalty 4676.142806 = -1995044.778946
  nChanged 377
		SP:Iteration 8Q (190464.990000 sec): 3 clusters
  Score: Raw -1999875.045071 + Penalty 4676.142806 = -1995198.902265
  nChanged 374
		SP:Iteration 9Q (190465.270000 sec): 3 clusters
  Score: Raw -2000026.326481 + Penalty 4676.142806 = -1995350.183674
  nChanged 394
		SP:Iteration 10Q (190465.510000 sec): 3 clusters
  Score: Raw -2000198.696543 + Penalty 4676.142806 = -1995522.553737
  nChanged 410
		SP:Iteration 11Q (190465.720000 sec): 3 clusters
  Score: Raw -2000379.231782 + Penalty 4676.142806 = -1995703.088976
  nChanged 411
		SP:Iteration 12Q (190466.020000 sec): 3 clusters
  Score: Raw -2000594.223624 + Penalty 4676.142806 = -1995918.080818
  nChanged 437
		SP:Iteration 13Q (190466.250000 sec): 3 clusters
  Score: Raw -2000861.768272 + Penalty 4676.142806 = -1996185.625466
  nChanged 426
		SP:Iteration 14Q (190466.540000 sec): 3 clusters
  Score: Raw -2001106.021434 + Penalty 4676.142806 = -1996429.878628
  nChanged 351
		SP:Iteration 15Q (190466.790000 sec): 3 clusters
  Score: Raw -2001287.270198 + Penalty 4676.142806 = -1996611.127392
  nChanged 326
		SP:Iteration 16Q (190467.010000 sec): 3 clusters
  Score: Raw -2001478.257786 + Penalty 4676.142806 = -1996802.114980
  nChanged 338
		SP:Iteration 17Q (190467.270000 sec): 3 clusters
  Score: Raw -2001708.510376 + Penalty 4676.142806 = -1997032.367570
  nChanged 325
		SP:Iteration 18Q (190467.490000 sec): 3 clusters
  Score: Raw -2001971.383482 + Penalty 4676.142806 = -1997295.240675
  nChanged 286
		SP:Iteration 19Q (190467.620000 sec): 3 clusters
  Score: Raw -2002195.167462 + Penalty 4676.142806 = -1997519.024656
  nChanged 246
		SP:Iteration 20F (190467.850000 sec): 3 clusters
  Score: Raw -2002381.416221 + Penalty 4676.142806 = -1997705.273415
  nChanged 184
		SP:Iteration 21Q (190468.090000 sec): 3 clusters
  Score: Raw -2002517.330164 + Penalty 4676.142806 = -1997841.187358
  nChanged 150
		SP:Iteration 22Q (190468.320000 sec): 3 clusters
  Score: Raw -2002619.059022 + Penalty 4676.142806 = -1997942.916216
  nChanged 121
		SP:Iteration 23Q (190468.610000 sec): 3 clusters
  Score: Raw -2002700.580099 + Penalty 4676.142806 = -1998024.437293
  nChanged 95
		SP:Iteration 24Q (190468.880000 sec): 3 clusters
  Score: Raw -2002751.471267 + Penalty 4676.142806 = -1998075.328461
  nChanged 72
		SP:Iteration 25Q (190469.150000 sec): 3 clusters
  Score: Raw -2002792.395848 + Penalty 4676.142806 = -1998116.253042
  nChanged 63
		SP:Iteration 26Q (190469.410000 sec): 3 clusters
  Score: Raw -2002827.612570 + Penalty 4676.142806 = -1998151.469764
  nChanged 55
		SP:Iteration 27Q (190469.640000 sec): 3 clusters
  Score: Raw -2002856.382137 + Penalty 4676.142806 = -1998180.239331
  nChanged 50
		SP:Iteration 28Q (190469.950000 sec): 3 clusters
  Score: Raw -2002883.545544 + Penalty 4676.142806 = -1998207.402737
  nChanged 47
		SP:Iteration 29Q (190470.210000 sec): 3 clusters
  Score: Raw -2002907.020865 + Penalty 4676.142806 = -1998230.878059
  nChanged 36
		SP:Iteration 30Q (190470.480000 sec): 3 clusters
  Score: Raw -2002928.485776 + Penalty 4676.142806 = -1998252.342970
  nChanged 34
		SP:Iteration 31Q (190470.800000 sec): 3 clusters
  Score: Raw -2002946.699351 + Penalty 4676.142806 = -1998270.556545
  nChanged 19
		SP:Iteration 32Q (190471.060000 sec): 3 clusters
  Score: Raw -2002953.358215 + Penalty 4676.142806 = -1998277.215408
  nChanged 17
		SP:Iteration 33Q (190471.370000 sec): 3 clusters
  Score: Raw -2002961.921127 + Penalty 4676.142806 = -1998285.778321
  nChanged 22
		SP:Iteration 34Q (190471.740000 sec): 3 clusters
  Score: Raw -2002971.512126 + Penalty 4676.142806 = -1998295.369319
  nChanged 12
		SP:Iteration 35Q (190472.000000 sec): 3 clusters
  Score: Raw -2002977.276398 + Penalty 4676.142806 = -1998301.133592
  nChanged 7
		SP:Iteration 36Q (190472.290000 sec): 3 clusters
  Score: Raw -2002979.283796 + Penalty 4676.142806 = -1998303.140990
  nChanged 2
		SP:Iteration 37Q (190472.570000 sec): 3 clusters
  Score: Raw -2002979.832183 + Penalty 4676.142806 = -1998303.689377
  nChanged 1
		SP:Iteration 38Q (190472.820000 sec): 3 clusters
  Score: Raw -2002980.358535 + Penalty 4676.142806 = -1998304.215729
  nChanged 0
		SP:Iteration 39F (190473.100000 sec): 3 clusters
  Score: Raw -2002980.358535 + Penalty 4676.142806 = -1998304.215729
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 53 (3523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190473.300000 sec): 2 clusters
  Score: Raw -478116.254526 + Penalty 2025.432908 = -476090.821618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190473.470000 sec): 3 clusters
  Score: Raw -476666.294546 + Penalty 4050.865816 = -472615.428729
  nChanged 1333
		SP:Iteration 1F (190473.730000 sec): 3 clusters
  Score: Raw -477905.245433 + Penalty 4050.865816 = -473854.379617
  nChanged 385
		SP:Iteration 2F (190473.980000 sec): 3 clusters
  Score: Raw -478403.672558 + Penalty 4050.865816 = -474352.806742
  nChanged 286
		SP:Iteration 3F (190474.250000 sec): 3 clusters
  Score: Raw -478743.214579 + Penalty 4050.865816 = -474692.348763
  nChanged 194
		SP:Iteration 4F (190474.440000 sec): 3 clusters
  Score: Raw -478926.694599 + Penalty 4050.865816 = -474875.828782
  nChanged 135
		SP:Iteration 5Q (190474.670000 sec): 3 clusters
  Score: Raw -479040.749868 + Penalty 4050.865816 = -474989.884051
  nChanged 85
		SP:Iteration 6Q (190474.890000 sec): 3 clusters
  Score: Raw -479101.816119 + Penalty 4050.865816 = -475050.950303
  nChanged 63
		SP:Iteration 7Q (190475.110000 sec): 3 clusters
  Score: Raw -479151.035653 + Penalty 4050.865816 = -475100.169836
  nChanged 45
		SP:Iteration 8Q (190475.230000 sec): 3 clusters
  Score: Raw -479187.787324 + Penalty 4050.865816 = -475136.921508
  nChanged 51
		SP:Iteration 9Q (190475.400000 sec): 3 clusters
  Score: Raw -479231.849884 + Penalty 4050.865816 = -475180.984068
  nChanged 48
		SP:Iteration 10Q (190475.560000 sec): 3 clusters
  Score: Raw -479271.845284 + Penalty 4050.865816 = -475220.979468
  nChanged 40
		SP:Iteration 11Q (190475.740000 sec): 3 clusters
  Score: Raw -479307.087996 + Penalty 4050.865816 = -475256.222180
  nChanged 36
		SP:Iteration 12Q (190475.980000 sec): 3 clusters
  Score: Raw -479334.819209 + Penalty 4050.865816 = -475283.953393
  nChanged 26
		SP:Iteration 13Q (190476.180000 sec): 3 clusters
  Score: Raw -479346.291035 + Penalty 4050.865816 = -475295.425218
  nChanged 25
		SP:Iteration 14Q (190476.360000 sec): 3 clusters
  Score: Raw -479360.023605 + Penalty 4050.865816 = -475309.157788
  nChanged 25
		SP:Iteration 15Q (190476.570000 sec): 3 clusters
  Score: Raw -479389.939567 + Penalty 4050.865816 = -475339.073750
  nChanged 30
		SP:Iteration 16Q (190476.730000 sec): 3 clusters
  Score: Raw -479411.092381 + Penalty 4050.865816 = -475360.226565
  nChanged 28
		SP:Iteration 17Q (190476.910000 sec): 3 clusters
  Score: Raw -479426.708509 + Penalty 4050.865816 = -475375.842693
  nChanged 25
		SP:Iteration 18Q (190477.140000 sec): 3 clusters
  Score: Raw -479438.613002 + Penalty 4050.865816 = -475387.747185
  nChanged 18
		SP:Iteration 19Q (190477.300000 sec): 3 clusters
  Score: Raw -479447.856204 + Penalty 4050.865816 = -475396.990387
  nChanged 18
		SP:Iteration 20F (190477.470000 sec): 3 clusters
  Score: Raw -479454.552435 + Penalty 4050.865816 = -475403.686619
  nChanged 13
		SP:Iteration 21Q (190477.640000 sec): 3 clusters
  Score: Raw -479460.648746 + Penalty 4050.865816 = -475409.782930
  nChanged 7
		SP:Iteration 22Q (190477.760000 sec): 3 clusters
  Score: Raw -479462.948558 + Penalty 4050.865816 = -475412.082742
  nChanged 3
		SP:Iteration 23Q (190477.960000 sec): 3 clusters
  Score: Raw -479464.574889 + Penalty 4050.865816 = -475413.709073
  nChanged 1
		SP:Iteration 24Q (190478.070000 sec): 3 clusters
  Score: Raw -479465.015248 + Penalty 4050.865816 = -475414.149431
  nChanged 0
		SP:Iteration 25F (190478.220000 sec): 3 clusters
  Score: Raw -479465.015248 + Penalty 4050.865816 = -475414.149431
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 54 (3350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190478.340000 sec): 2 clusters
  Score: Raw -492405.215184 + Penalty 2012.945475 = -490392.269709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190478.440000 sec): 3 clusters
  Score: Raw -490952.228128 + Penalty 4025.890950 = -486926.337178
  nChanged 1171
		SP:Iteration 1F (190478.570000 sec): 3 clusters
  Score: Raw -491846.723793 + Penalty 4025.890950 = -487820.832843
  nChanged 344
		SP:Iteration 2F (190478.740000 sec): 3 clusters
  Score: Raw -492295.557208 + Penalty 4025.890950 = -488269.666258
  nChanged 252
		SP:Iteration 3F (190478.960000 sec): 3 clusters
  Score: Raw -492589.706177 + Penalty 4025.890950 = -488563.815227
  nChanged 227
		SP:Iteration 4F (190479.160000 sec): 3 clusters
  Score: Raw -492896.979858 + Penalty 4025.890950 = -488871.088909
  nChanged 214
		SP:Iteration 5F (190479.340000 sec): 3 clusters
  Score: Raw -493150.163855 + Penalty 4025.890950 = -489124.272905
  nChanged 167
		SP:Iteration 6Q (190479.520000 sec): 3 clusters
  Score: Raw -493318.073100 + Penalty 4025.890950 = -489292.182150
  nChanged 113
		SP:Iteration 7Q (190479.680000 sec): 3 clusters
  Score: Raw -493415.624252 + Penalty 4025.890950 = -489389.733302
  nChanged 73
		SP:Iteration 8Q (190479.840000 sec): 3 clusters
  Score: Raw -493469.053351 + Penalty 4025.890950 = -489443.162401
  nChanged 50
		SP:Iteration 9Q (190480.020000 sec): 3 clusters
  Score: Raw -493499.704609 + Penalty 4025.890950 = -489473.813659
  nChanged 31
		SP:Iteration 10Q (190480.210000 sec): 3 clusters
  Score: Raw -493519.283750 + Penalty 4025.890950 = -489493.392800
  nChanged 32
		SP:Iteration 11Q (190480.370000 sec): 3 clusters
  Score: Raw -493533.086290 + Penalty 4025.890950 = -489507.195340
  nChanged 19
		SP:Iteration 12Q (190480.540000 sec): 3 clusters
  Score: Raw -493541.517232 + Penalty 4025.890950 = -489515.626283
  nChanged 11
		SP:Iteration 13Q (190480.690000 sec): 3 clusters
  Score: Raw -493545.492848 + Penalty 4025.890950 = -489519.601898
  nChanged 9
		SP:Iteration 14Q (190480.840000 sec): 3 clusters
  Score: Raw -493552.100699 + Penalty 4025.890950 = -489526.209749
  nChanged 11
		SP:Iteration 15Q (190480.980000 sec): 3 clusters
  Score: Raw -493555.818118 + Penalty 4025.890950 = -489529.927168
  nChanged 5
		SP:Iteration 16Q (190481.170000 sec): 3 clusters
  Score: Raw -493558.355051 + Penalty 4025.890950 = -489532.464101
  nChanged 5
		SP:Iteration 17Q (190481.330000 sec): 3 clusters
  Score: Raw -493560.485026 + Penalty 4025.890950 = -489534.594077
  nChanged 2
		SP:Iteration 18Q (190481.500000 sec): 3 clusters
  Score: Raw -493560.779476 + Penalty 4025.890950 = -489534.888526
  nChanged 0
		SP:Iteration 19F (190481.620000 sec): 3 clusters
  Score: Raw -493560.779476 + Penalty 4025.890950 = -489534.888526
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 55 (5673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190481.800000 sec): 2 clusters
  Score: Raw -913820.658464 + Penalty 2143.581393 = -911677.077072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190481.930000 sec): 3 clusters
  Score: Raw -911069.998805 + Penalty 4287.162785 = -906782.836020
  nChanged 2120
		SP:Iteration 1F (190482.210000 sec): 3 clusters
  Score: Raw -912200.293663 + Penalty 4287.162785 = -907913.130878
  nChanged 382
		SP:Iteration 2F (190482.440000 sec): 3 clusters
  Score: Raw -912413.469887 + Penalty 4287.162785 = -908126.307102
  nChanged 269
		SP:Iteration 3Q (190482.700000 sec): 3 clusters
  Score: Raw -912558.711605 + Penalty 4287.162785 = -908271.548820
  nChanged 224
		SP:Iteration 4Q (190482.920000 sec): 3 clusters
  Score: Raw -912700.705802 + Penalty 4287.162785 = -908413.543017
  nChanged 208
		SP:Iteration 5Q (190483.160000 sec): 3 clusters
  Score: Raw -912809.503520 + Penalty 4287.162785 = -908522.340735
  nChanged 201
		SP:Iteration 6Q (190483.360000 sec): 3 clusters
  Score: Raw -912915.336460 + Penalty 4287.162785 = -908628.173675
  nChanged 178
		SP:Iteration 7Q (190483.550000 sec): 3 clusters
  Score: Raw -913001.606446 + Penalty 4287.162785 = -908714.443661
  nChanged 164
		SP:Iteration 8Q (190483.790000 sec): 3 clusters
  Score: Raw -913078.429758 + Penalty 4287.162785 = -908791.266972
  nChanged 187
		SP:Iteration 9Q (190483.990000 sec): 3 clusters
  Score: Raw -913178.314728 + Penalty 4287.162785 = -908891.151943
  nChanged 177
		SP:Iteration 10Q (190484.260000 sec): 3 clusters
  Score: Raw -913277.201239 + Penalty 4287.162785 = -908990.038454
  nChanged 179
		SP:Iteration 11Q (190484.510000 sec): 3 clusters
  Score: Raw -913365.850920 + Penalty 4287.162785 = -909078.688135
  nChanged 136
		SP:Iteration 12Q (190484.720000 sec): 3 clusters
  Score: Raw -913439.100106 + Penalty 4287.162785 = -909151.937321
  nChanged 132
		SP:Iteration 13Q (190484.960000 sec): 3 clusters
  Score: Raw -913506.182099 + Penalty 4287.162785 = -909219.019314
  nChanged 138
		SP:Iteration 14Q (190485.290000 sec): 3 clusters
  Score: Raw -913578.589343 + Penalty 4287.162785 = -909291.426558
  nChanged 132
		SP:Iteration 15Q (190485.560000 sec): 3 clusters
  Score: Raw -913642.087558 + Penalty 4287.162785 = -909354.924773
  nChanged 113
		SP:Iteration 16Q (190485.780000 sec): 3 clusters
  Score: Raw -913699.734811 + Penalty 4287.162785 = -909412.572026
  nChanged 110
		SP:Iteration 17Q (190486.040000 sec): 3 clusters
  Score: Raw -913757.095631 + Penalty 4287.162785 = -909469.932846
  nChanged 92
		SP:Iteration 18Q (190486.250000 sec): 3 clusters
  Score: Raw -913801.097895 + Penalty 4287.162785 = -909513.935110
  nChanged 90
		SP:Iteration 19Q (190486.480000 sec): 3 clusters
  Score: Raw -913842.373150 + Penalty 4287.162785 = -909555.210365
  nChanged 64
		SP:Iteration 20F (190486.600000 sec): 3 clusters
  Score: Raw -913867.600747 + Penalty 4287.162785 = -909580.437961
  nChanged 54
		SP:Iteration 21Q (190486.800000 sec): 3 clusters
  Score: Raw -913891.622620 + Penalty 4287.162785 = -909604.459835
  nChanged 56
		SP:Iteration 22Q (190486.970000 sec): 3 clusters
  Score: Raw -913912.804222 + Penalty 4287.162785 = -909625.641436
  nChanged 47
		SP:Iteration 23Q (190487.170000 sec): 3 clusters
  Score: Raw -913933.168023 + Penalty 4287.162785 = -909646.005238
  nChanged 46
		SP:Iteration 24Q (190487.370000 sec): 3 clusters
  Score: Raw -913952.349806 + Penalty 4287.162785 = -909665.187021
  nChanged 34
		SP:Iteration 25Q (190487.580000 sec): 3 clusters
  Score: Raw -913967.325654 + Penalty 4287.162785 = -909680.162869
  nChanged 29
		SP:Iteration 26Q (190487.740000 sec): 3 clusters
  Score: Raw -913977.084901 + Penalty 4287.162785 = -909689.922116
  nChanged 19
		SP:Iteration 27Q (190487.980000 sec): 3 clusters
  Score: Raw -913983.205024 + Penalty 4287.162785 = -909696.042238
  nChanged 19
		SP:Iteration 28Q (190488.160000 sec): 3 clusters
  Score: Raw -913989.020836 + Penalty 4287.162785 = -909701.858051
  nChanged 17
		SP:Iteration 29Q (190488.330000 sec): 3 clusters
  Score: Raw -913994.476185 + Penalty 4287.162785 = -909707.313400
  nChanged 21
		SP:Iteration 30Q (190488.500000 sec): 3 clusters
  Score: Raw -914001.490637 + Penalty 4287.162785 = -909714.327852
  nChanged 14
		SP:Iteration 31Q (190488.720000 sec): 3 clusters
  Score: Raw -914006.989086 + Penalty 4287.162785 = -909719.826300
  nChanged 6
		SP:Iteration 32Q (190488.930000 sec): 3 clusters
  Score: Raw -914009.983570 + Penalty 4287.162785 = -909722.820785
  nChanged 10
		SP:Iteration 33Q (190489.140000 sec): 3 clusters
  Score: Raw -914013.412437 + Penalty 4287.162785 = -909726.249652
  nChanged 6
		SP:Iteration 34Q (190489.310000 sec): 3 clusters
  Score: Raw -914014.921505 + Penalty 4287.162785 = -909727.758720
  nChanged 7
		SP:Iteration 35Q (190489.530000 sec): 3 clusters
  Score: Raw -914017.030683 + Penalty 4287.162785 = -909729.867897
  nChanged 7
		SP:Iteration 36Q (190489.760000 sec): 3 clusters
  Score: Raw -914018.867833 + Penalty 4287.162785 = -909731.705048
  nChanged 8
		SP:Iteration 37Q (190489.990000 sec): 3 clusters
  Score: Raw -914020.318384 + Penalty 4287.162785 = -909733.155599
  nChanged 3
		SP:Iteration 38Q (190490.210000 sec): 3 clusters
  Score: Raw -914021.329061 + Penalty 4287.162785 = -909734.166276
  nChanged 5
		SP:Iteration 39Q (190490.430000 sec): 3 clusters
  Score: Raw -914023.228091 + Penalty 4287.162785 = -909736.065306
  nChanged 12
		SP:Iteration 40F (190490.630000 sec): 3 clusters
  Score: Raw -914026.784840 + Penalty 4287.162785 = -909739.622054
  nChanged 11
		SP:Iteration 41Q (190490.850000 sec): 3 clusters
  Score: Raw -914030.263168 + Penalty 4287.162785 = -909743.100383
  nChanged 13
		SP:Iteration 42Q (190491.050000 sec): 3 clusters
  Score: Raw -914033.376456 + Penalty 4287.162785 = -909746.213671
  nChanged 9
		SP:Iteration 43Q (190491.290000 sec): 3 clusters
  Score: Raw -914036.553450 + Penalty 4287.162785 = -909749.390664
  nChanged 14
		SP:Iteration 44Q (190491.420000 sec): 3 clusters
  Score: Raw -914041.343360 + Penalty 4287.162785 = -909754.180575
  nChanged 14
		SP:Iteration 45Q (190491.590000 sec): 3 clusters
  Score: Raw -914045.898043 + Penalty 4287.162785 = -909758.735257
  nChanged 15
		SP:Iteration 46Q (190491.790000 sec): 3 clusters
  Score: Raw -914049.662585 + Penalty 4287.162785 = -909762.499800
  nChanged 14
		SP:Iteration 47Q (190492.010000 sec): 3 clusters
  Score: Raw -914055.021178 + Penalty 4287.162785 = -909767.858392
  nChanged 14
		SP:Iteration 48Q (190492.210000 sec): 3 clusters
  Score: Raw -914059.525138 + Penalty 4287.162785 = -909772.362353
  nChanged 10
		SP:Iteration 49Q (190492.440000 sec): 3 clusters
  Score: Raw -914062.625416 + Penalty 4287.162785 = -909775.462630
  nChanged 7
		SP:Iteration 50Q (190492.710000 sec): 3 clusters
  Score: Raw -914064.590227 + Penalty 4287.162785 = -909777.427442
  nChanged 3
		SP:Iteration 51Q (190492.920000 sec): 3 clusters
  Score: Raw -914065.793061 + Penalty 4287.162785 = -909778.630276
  nChanged 1
		SP:Iteration 52Q (190493.110000 sec): 3 clusters
  Score: Raw -914066.226090 + Penalty 4287.162785 = -909779.063305
  nChanged 3
		SP:Iteration 53Q (190493.340000 sec): 3 clusters
  Score: Raw -914067.095610 + Penalty 4287.162785 = -909779.932824
  nChanged 5
		SP:Iteration 54Q (190493.540000 sec): 3 clusters
  Score: Raw -914068.751010 + Penalty 4287.162785 = -909781.588225
  nChanged 5
		SP:Iteration 55Q (190493.740000 sec): 3 clusters
  Score: Raw -914069.771694 + Penalty 4287.162785 = -909782.608909
  nChanged 3
		SP:Iteration 56Q (190494.030000 sec): 3 clusters
  Score: Raw -914070.335282 + Penalty 4287.162785 = -909783.172497
  nChanged 1
		SP:Iteration 57Q (190494.230000 sec): 3 clusters
  Score: Raw -914071.147339 + Penalty 4287.162785 = -909783.984554
  nChanged 1
		SP:Iteration 58Q (190494.480000 sec): 3 clusters
  Score: Raw -914071.516472 + Penalty 4287.162785 = -909784.353687
  nChanged 1
		SP:Iteration 59Q (190494.710000 sec): 3 clusters
  Score: Raw -914071.968660 + Penalty 4287.162785 = -909784.805875
  nChanged 1
		SP:Iteration 60F (190495.000000 sec): 3 clusters
  Score: Raw -914072.181630 + Penalty 4287.162785 = -909785.018844
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 56 (51737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190495.380000 sec): 2 clusters
  Score: Raw -7796584.110158 + Penalty 2691.774261 = -7793892.335897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190495.940000 sec): 3 clusters
  Score: Raw -7764585.593821 + Penalty 5383.548522 = -7759202.045299
  nChanged 23869
		SP:Iteration 1F (190496.390000 sec): 3 clusters
  Score: Raw -7777853.784087 + Penalty 5383.548522 = -7772470.235565
  nChanged 2350
		SP:Iteration 2Q (190496.990000 sec): 3 clusters
  Score: Raw -7778698.446821 + Penalty 5383.548522 = -7773314.898299
  nChanged 2327
		SP:Iteration 3Q (190497.540000 sec): 3 clusters
  Score: Raw -7779617.615859 + Penalty 5383.548522 = -7774234.067337
  nChanged 2493
		SP:Iteration 4Q (190498.110000 sec): 3 clusters
  Score: Raw -7780724.435842 + Penalty 5383.548522 = -7775340.887320
  nChanged 2638
		SP:Iteration 5F (190498.640000 sec): 3 clusters
  Score: Raw -7782029.004342 + Penalty 5383.548522 = -7776645.455820
  nChanged 2733
		SP:Iteration 6F (190499.190000 sec): 3 clusters
  Score: Raw -7783384.066615 + Penalty 5383.548522 = -7778000.518093
  nChanged 2741
		SP:Iteration 7F (190499.780000 sec): 3 clusters
  Score: Raw -7784812.271309 + Penalty 5383.548522 = -7779428.722787
  nChanged 2775
		SP:Iteration 8F (190500.410000 sec): 3 clusters
  Score: Raw -7786343.482713 + Penalty 5383.548522 = -7780959.934191
  nChanged 2842
		SP:Iteration 9F (190500.920000 sec): 3 clusters
  Score: Raw -7788101.258080 + Penalty 5383.548522 = -7782717.709558
  nChanged 2902
		SP:Iteration 10F (190501.490000 sec): 3 clusters
  Score: Raw -7790079.583214 + Penalty 5383.548522 = -7784696.034692
  nChanged 2813
		SP:Iteration 11F (190502.070000 sec): 3 clusters
  Score: Raw -7792055.678218 + Penalty 5383.548522 = -7786672.129696
  nChanged 2456
		SP:Iteration 12Q (190502.650000 sec): 3 clusters
  Score: Raw -7793873.712155 + Penalty 5383.548522 = -7788490.163633
  nChanged 2019
		SP:Iteration 13Q (190503.280000 sec): 3 clusters
  Score: Raw -7795374.542189 + Penalty 5383.548522 = -7789990.993667
  nChanged 1400
		SP:Iteration 14Q (190503.880000 sec): 3 clusters
  Score: Raw -7796382.315044 + Penalty 5383.548522 = -7790998.766522
  nChanged 874
		SP:Iteration 15Q (190504.430000 sec): 3 clusters
  Score: Raw -7796960.382734 + Penalty 5383.548522 = -7791576.834212
  nChanged 577
		SP:Iteration 16Q (190504.940000 sec): 3 clusters
  Score: Raw -7797330.267601 + Penalty 5383.548522 = -7791946.719079
  nChanged 357
		SP:Iteration 17Q (190505.440000 sec): 3 clusters
  Score: Raw -7797531.144731 + Penalty 5383.548522 = -7792147.596209
  nChanged 212
		SP:Iteration 18Q (190506.080000 sec): 3 clusters
  Score: Raw -7797626.791743 + Penalty 5383.548522 = -7792243.243221
  nChanged 122
		SP:Iteration 19Q (190506.670000 sec): 3 clusters
  Score: Raw -7797680.241246 + Penalty 5383.548522 = -7792296.692724
  nChanged 75
		SP:Iteration 20F (190507.170000 sec): 3 clusters
  Score: Raw -7797708.607151 + Penalty 5383.548522 = -7792325.058629
  nChanged 60
		SP:Iteration 21Q (190507.670000 sec): 3 clusters
  Score: Raw -7797733.721439 + Penalty 5383.548522 = -7792350.172917
  nChanged 58
		SP:Iteration 22Q (190508.230000 sec): 3 clusters
  Score: Raw -7797753.959668 + Penalty 5383.548522 = -7792370.411146
  nChanged 42
		SP:Iteration 23Q (190508.770000 sec): 3 clusters
  Score: Raw -7797769.504055 + Penalty 5383.548522 = -7792385.955533
  nChanged 38
		SP:Iteration 24Q (190509.270000 sec): 3 clusters
  Score: Raw -7797786.071440 + Penalty 5383.548522 = -7792402.522918
  nChanged 28
		SP:Iteration 25Q (190509.830000 sec): 3 clusters
  Score: Raw -7797800.981676 + Penalty 5383.548522 = -7792417.433154
  nChanged 23
		SP:Iteration 26Q (190510.280000 sec): 3 clusters
  Score: Raw -7797812.369457 + Penalty 5383.548522 = -7792428.820935
  nChanged 27
		SP:Iteration 27Q (190510.810000 sec): 3 clusters
  Score: Raw -7797824.463184 + Penalty 5383.548522 = -7792440.914662
  nChanged 16
		SP:Iteration 28Q (190511.330000 sec): 3 clusters
  Score: Raw -7797830.823925 + Penalty 5383.548522 = -7792447.275403
  nChanged 21
		SP:Iteration 29Q (190511.910000 sec): 3 clusters
  Score: Raw -7797839.129744 + Penalty 5383.548522 = -7792455.581222
  nChanged 21
		SP:Iteration 30Q (190512.420000 sec): 3 clusters
  Score: Raw -7797844.717779 + Penalty 5383.548522 = -7792461.169257
  nChanged 9
		SP:Iteration 31Q (190512.910000 sec): 3 clusters
  Score: Raw -7797846.730881 + Penalty 5383.548522 = -7792463.182359
  nChanged 8
		SP:Iteration 32Q (190513.410000 sec): 3 clusters
  Score: Raw -7797849.855400 + Penalty 5383.548522 = -7792466.306878
  nChanged 9
		SP:Iteration 33Q (190513.940000 sec): 3 clusters
  Score: Raw -7797853.003439 + Penalty 5383.548522 = -7792469.454917
  nChanged 9
		SP:Iteration 34Q (190514.450000 sec): 3 clusters
  Score: Raw -7797856.297020 + Penalty 5383.548522 = -7792472.748498
  nChanged 12
		SP:Iteration 35Q (190515.050000 sec): 3 clusters
  Score: Raw -7797861.540776 + Penalty 5383.548522 = -7792477.992254
  nChanged 17
		SP:Iteration 36Q (190515.570000 sec): 3 clusters
  Score: Raw -7797867.347787 + Penalty 5383.548522 = -7792483.799265
  nChanged 15
		SP:Iteration 37Q (190516.060000 sec): 3 clusters
  Score: Raw -7797873.102215 + Penalty 5383.548522 = -7792489.553693
  nChanged 12
		SP:Iteration 38Q (190516.580000 sec): 3 clusters
  Score: Raw -7797877.964247 + Penalty 5383.548522 = -7792494.415725
  nChanged 12
		SP:Iteration 39Q (190517.090000 sec): 3 clusters
  Score: Raw -7797882.947463 + Penalty 5383.548522 = -7792499.398941
  nChanged 10
		SP:Iteration 40F (190517.660000 sec): 3 clusters
  Score: Raw -7797885.955412 + Penalty 5383.548522 = -7792502.406890
  nChanged 8
		SP:Iteration 41Q (190518.130000 sec): 3 clusters
  Score: Raw -7797888.151052 + Penalty 5383.548522 = -7792504.602530
  nChanged 3
		SP:Iteration 42Q (190518.640000 sec): 3 clusters
  Score: Raw -7797889.133854 + Penalty 5383.548522 = -7792505.585332
  nChanged 3
		SP:Iteration 43Q (190519.180000 sec): 3 clusters
  Score: Raw -7797890.031662 + Penalty 5383.548522 = -7792506.483140
  nChanged 0
		SP:Iteration 44F (190519.800000 sec): 3 clusters
  Score: Raw -7797890.031662 + Penalty 5383.548522 = -7792506.483140
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 57 (12364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190519.950000 sec): 2 clusters
  Score: Raw -1954529.143820 + Penalty 2336.790987 = -1952192.352833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190520.220000 sec): 3 clusters
  Score: Raw -1947695.612814 + Penalty 4673.581974 = -1943022.030839
  nChanged 5281
		SP:Iteration 1F (190520.490000 sec): 3 clusters
  Score: Raw -1950477.613647 + Penalty 4673.581974 = -1945804.031672
  nChanged 764
		SP:Iteration 2F (190520.720000 sec): 3 clusters
  Score: Raw -1950830.732558 + Penalty 4673.581974 = -1946157.150584
  nChanged 676
		SP:Iteration 3F (190520.940000 sec): 3 clusters
  Score: Raw -1951168.278428 + Penalty 4673.581974 = -1946494.696454
  nChanged 622
		SP:Iteration 4F (190521.250000 sec): 3 clusters
  Score: Raw -1951484.173958 + Penalty 4673.581974 = -1946810.591984
  nChanged 613
		SP:Iteration 5Q (190521.520000 sec): 3 clusters
  Score: Raw -1951857.753600 + Penalty 4673.581974 = -1947184.171625
  nChanged 666
		SP:Iteration 6F (190521.770000 sec): 3 clusters
  Score: Raw -1952308.575140 + Penalty 4673.581974 = -1947634.993165
  nChanged 718
		SP:Iteration 7F (190522.020000 sec): 3 clusters
  Score: Raw -1952885.609120 + Penalty 4673.581974 = -1948212.027146
  nChanged 695
		SP:Iteration 8F (190522.310000 sec): 3 clusters
  Score: Raw -1953438.048306 + Penalty 4673.581974 = -1948764.466332
  nChanged 625
		SP:Iteration 9F (190522.540000 sec): 3 clusters
  Score: Raw -1953869.264320 + Penalty 4673.581974 = -1949195.682345
  nChanged 546
		SP:Iteration 10Q (190522.800000 sec): 3 clusters
  Score: Raw -1954198.552393 + Penalty 4673.581974 = -1949524.970418
  nChanged 427
		SP:Iteration 11Q (190523.070000 sec): 3 clusters
  Score: Raw -1954440.135654 + Penalty 4673.581974 = -1949766.553680
  nChanged 336
		SP:Iteration 12Q (190523.410000 sec): 3 clusters
  Score: Raw -1954613.643562 + Penalty 4673.581974 = -1949940.061588
  nChanged 262
		SP:Iteration 13Q (190523.730000 sec): 3 clusters
  Score: Raw -1954741.938413 + Penalty 4673.581974 = -1950068.356438
  nChanged 221
		SP:Iteration 14Q (190523.970000 sec): 3 clusters
  Score: Raw -1954849.445906 + Penalty 4673.581974 = -1950175.863932
  nChanged 183
		SP:Iteration 15Q (190524.290000 sec): 3 clusters
  Score: Raw -1954952.907042 + Penalty 4673.581974 = -1950279.325067
  nChanged 187
		SP:Iteration 16Q (190524.630000 sec): 3 clusters
  Score: Raw -1955064.861515 + Penalty 4673.581974 = -1950391.279540
  nChanged 185
		SP:Iteration 17Q (190524.940000 sec): 3 clusters
  Score: Raw -1955190.603878 + Penalty 4673.581974 = -1950517.021903
  nChanged 187
		SP:Iteration 18Q (190525.280000 sec): 3 clusters
  Score: Raw -1955323.662896 + Penalty 4673.581974 = -1950650.080921
  nChanged 160
		SP:Iteration 19Q (190525.530000 sec): 3 clusters
  Score: Raw -1955442.855253 + Penalty 4673.581974 = -1950769.273279
  nChanged 138
		SP:Iteration 20F (190525.810000 sec): 3 clusters
  Score: Raw -1955557.020676 + Penalty 4673.581974 = -1950883.438702
  nChanged 120
		SP:Iteration 21Q (190526.100000 sec): 3 clusters
  Score: Raw -1955657.614631 + Penalty 4673.581974 = -1950984.032656
  nChanged 103
		SP:Iteration 22Q (190526.390000 sec): 3 clusters
  Score: Raw -1955738.584073 + Penalty 4673.581974 = -1951065.002098
  nChanged 75
		SP:Iteration 23Q (190526.610000 sec): 3 clusters
  Score: Raw -1955796.551265 + Penalty 4673.581974 = -1951122.969290
  nChanged 58
		SP:Iteration 24Q (190526.870000 sec): 3 clusters
  Score: Raw -1955839.683858 + Penalty 4673.581974 = -1951166.101884
  nChanged 57
		SP:Iteration 25Q (190527.140000 sec): 3 clusters
  Score: Raw -1955875.147411 + Penalty 4673.581974 = -1951201.565436
  nChanged 35
		SP:Iteration 26Q (190527.330000 sec): 3 clusters
  Score: Raw -1955896.202338 + Penalty 4673.581974 = -1951222.620364
  nChanged 24
		SP:Iteration 27Q (190527.610000 sec): 3 clusters
  Score: Raw -1955908.770618 + Penalty 4673.581974 = -1951235.188643
  nChanged 33
		SP:Iteration 28Q (190527.860000 sec): 3 clusters
  Score: Raw -1955922.975584 + Penalty 4673.581974 = -1951249.393609
  nChanged 19
		SP:Iteration 29Q (190528.090000 sec): 3 clusters
  Score: Raw -1955932.683845 + Penalty 4673.581974 = -1951259.101870
  nChanged 16
		SP:Iteration 30Q (190528.390000 sec): 3 clusters
  Score: Raw -1955941.634256 + Penalty 4673.581974 = -1951268.052282
  nChanged 15
		SP:Iteration 31Q (190528.630000 sec): 3 clusters
  Score: Raw -1955946.071780 + Penalty 4673.581974 = -1951272.489805
  nChanged 7
		SP:Iteration 32Q (190528.910000 sec): 3 clusters
  Score: Raw -1955948.561252 + Penalty 4673.581974 = -1951274.979278
  nChanged 6
		SP:Iteration 33Q (190529.180000 sec): 3 clusters
  Score: Raw -1955950.449021 + Penalty 4673.581974 = -1951276.867047
  nChanged 5
		SP:Iteration 34Q (190529.420000 sec): 3 clusters
  Score: Raw -1955951.785339 + Penalty 4673.581974 = -1951278.203364
  nChanged 3
		SP:Iteration 35Q (190529.700000 sec): 3 clusters
  Score: Raw -1955952.436911 + Penalty 4673.581974 = -1951278.854936
  nChanged 2
		SP:Iteration 36Q (190529.950000 sec): 3 clusters
  Score: Raw -1955953.182445 + Penalty 4673.581974 = -1951279.600470
  nChanged 4
		SP:Iteration 37Q (190530.160000 sec): 3 clusters
  Score: Raw -1955954.041456 + Penalty 4673.581974 = -1951280.459481
  nChanged 1
		SP:Iteration 38Q (190530.430000 sec): 3 clusters
  Score: Raw -1955954.472877 + Penalty 4673.581974 = -1951280.890903
  nChanged 2
		SP:Iteration 39Q (190530.660000 sec): 3 clusters
  Score: Raw -1955954.909235 + Penalty 4673.581974 = -1951281.327261
  nChanged 2
		SP:Iteration 40F (190530.940000 sec): 3 clusters
  Score: Raw -1955955.883546 + Penalty 4673.581974 = -1951282.301572
  nChanged 2
		SP:Iteration 41Q (190531.130000 sec): 3 clusters
  Score: Raw -1955956.201082 + Penalty 4673.581974 = -1951282.619108
  nChanged 1
		SP:Iteration 42Q (190531.390000 sec): 3 clusters
  Score: Raw -1955956.514732 + Penalty 4673.581974 = -1951282.932758
  nChanged 3
		SP:Iteration 43Q (190531.650000 sec): 3 clusters
  Score: Raw -1955957.409150 + Penalty 4673.581974 = -1951283.827176
  nChanged 4
		SP:Iteration 44Q (190531.900000 sec): 3 clusters
  Score: Raw -1955958.231671 + Penalty 4673.581974 = -1951284.649696
  nChanged 3
		SP:Iteration 45Q (190532.180000 sec): 3 clusters
  Score: Raw -1955959.718194 + Penalty 4673.581974 = -1951286.136220
  nChanged 4
		SP:Iteration 46Q (190532.460000 sec): 3 clusters
  Score: Raw -1955962.471548 + Penalty 4673.581974 = -1951288.889574
  nChanged 5
		SP:Iteration 47Q (190532.730000 sec): 3 clusters
  Score: Raw -1955964.756702 + Penalty 4673.581974 = -1951291.174728
  nChanged 5
		SP:Iteration 48Q (190532.990000 sec): 3 clusters
  Score: Raw -1955966.095122 + Penalty 4673.581974 = -1951292.513147
  nChanged 5
		SP:Iteration 49Q (190533.250000 sec): 3 clusters
  Score: Raw -1955967.971345 + Penalty 4673.581974 = -1951294.389371
  nChanged 5
		SP:Iteration 50Q (190533.480000 sec): 3 clusters
  Score: Raw -1955969.506718 + Penalty 4673.581974 = -1951295.924744
  nChanged 3
		SP:Iteration 51Q (190533.760000 sec): 3 clusters
  Score: Raw -1955970.600256 + Penalty 4673.581974 = -1951297.018282
  nChanged 4
		SP:Iteration 52Q (190534.010000 sec): 3 clusters
  Score: Raw -1955971.599564 + Penalty 4673.581974 = -1951298.017590
  nChanged 4
		SP:Iteration 53Q (190534.230000 sec): 3 clusters
  Score: Raw -1955972.621062 + Penalty 4673.581974 = -1951299.039087
  nChanged 1
		SP:Iteration 54Q (190534.510000 sec): 3 clusters
  Score: Raw -1955972.904793 + Penalty 4673.581974 = -1951299.322818
  nChanged 1
		SP:Iteration 55Q (190534.730000 sec): 3 clusters
  Score: Raw -1955973.602190 + Penalty 4673.581974 = -1951300.020215
  nChanged 0
		SP:Iteration 56F (190534.970000 sec): 3 clusters
  Score: Raw -1955973.602190 + Penalty 4673.581974 = -1951300.020215
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 58 (17697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190535.140000 sec): 2 clusters
  Score: Raw -2751939.570582 + Penalty 2425.725302 = -2749513.845279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190535.490000 sec): 3 clusters
  Score: Raw -2741816.446394 + Penalty 4851.450605 = -2736964.995789
  nChanged 7715
		SP:Iteration 1F (190535.790000 sec): 3 clusters
  Score: Raw -2745934.804014 + Penalty 4851.450605 = -2741083.353409
  nChanged 1045
		SP:Iteration 2F (190536.110000 sec): 3 clusters
  Score: Raw -2746357.519376 + Penalty 4851.450605 = -2741506.068771
  nChanged 879
		SP:Iteration 3Q (190536.510000 sec): 3 clusters
  Score: Raw -2746687.011171 + Penalty 4851.450605 = -2741835.560566
  nChanged 752
		SP:Iteration 4Q (190536.790000 sec): 3 clusters
  Score: Raw -2746976.075695 + Penalty 4851.450605 = -2742124.625090
  nChanged 705
		SP:Iteration 5Q (190537.110000 sec): 3 clusters
  Score: Raw -2747262.437061 + Penalty 4851.450605 = -2742410.986456
  nChanged 662
		SP:Iteration 6Q (190537.440000 sec): 3 clusters
  Score: Raw -2747530.429448 + Penalty 4851.450605 = -2742678.978843
  nChanged 601
		SP:Iteration 7Q (190537.770000 sec): 3 clusters
  Score: Raw -2747773.511796 + Penalty 4851.450605 = -2742922.061191
  nChanged 622
		SP:Iteration 8Q (190538.090000 sec): 3 clusters
  Score: Raw -2748050.089950 + Penalty 4851.450605 = -2743198.639345
  nChanged 671
		SP:Iteration 9Q (190538.420000 sec): 3 clusters
  Score: Raw -2748380.394217 + Penalty 4851.450605 = -2743528.943612
  nChanged 717
		SP:Iteration 10Q (190538.750000 sec): 3 clusters
  Score: Raw -2748799.571950 + Penalty 4851.450605 = -2743948.121345
  nChanged 782
		SP:Iteration 11Q (190539.080000 sec): 3 clusters
  Score: Raw -2749298.759765 + Penalty 4851.450605 = -2744447.309161
  nChanged 795
		SP:Iteration 12Q (190539.410000 sec): 3 clusters
  Score: Raw -2749819.509995 + Penalty 4851.450605 = -2744968.059390
  nChanged 743
		SP:Iteration 13Q (190539.730000 sec): 3 clusters
  Score: Raw -2750368.518290 + Penalty 4851.450605 = -2745517.067686
  nChanged 750
		SP:Iteration 14Q (190540.070000 sec): 3 clusters
  Score: Raw -2750896.751728 + Penalty 4851.450605 = -2746045.301124
  nChanged 640
		SP:Iteration 15Q (190540.390000 sec): 3 clusters
  Score: Raw -2751281.392647 + Penalty 4851.450605 = -2746429.942042
  nChanged 532
		SP:Iteration 16Q (190540.730000 sec): 3 clusters
  Score: Raw -2751542.978261 + Penalty 4851.450605 = -2746691.527656
  nChanged 430
		SP:Iteration 17Q (190541.050000 sec): 3 clusters
  Score: Raw -2751732.949439 + Penalty 4851.450605 = -2746881.498834
  nChanged 375
		SP:Iteration 18Q (190541.340000 sec): 3 clusters
  Score: Raw -2751882.621253 + Penalty 4851.450605 = -2747031.170648
  nChanged 288
		SP:Iteration 19Q (190541.630000 sec): 3 clusters
  Score: Raw -2751983.306082 + Penalty 4851.450605 = -2747131.855477
  nChanged 234
		SP:Iteration 20F (190541.910000 sec): 3 clusters
  Score: Raw -2752051.365070 + Penalty 4851.450605 = -2747199.914465
  nChanged 196
		SP:Iteration 21Q (190542.190000 sec): 3 clusters
  Score: Raw -2752106.693761 + Penalty 4851.450605 = -2747255.243157
  nChanged 175
		SP:Iteration 22Q (190542.520000 sec): 3 clusters
  Score: Raw -2752152.605605 + Penalty 4851.450605 = -2747301.155000
  nChanged 153
		SP:Iteration 23Q (190542.850000 sec): 3 clusters
  Score: Raw -2752191.099068 + Penalty 4851.450605 = -2747339.648464
  nChanged 150
		SP:Iteration 24Q (190543.180000 sec): 3 clusters
  Score: Raw -2752231.740567 + Penalty 4851.450605 = -2747380.289962
  nChanged 133
		SP:Iteration 25Q (190543.510000 sec): 3 clusters
  Score: Raw -2752266.521995 + Penalty 4851.450605 = -2747415.071390
  nChanged 116
		SP:Iteration 26Q (190543.840000 sec): 3 clusters
  Score: Raw -2752293.788560 + Penalty 4851.450605 = -2747442.337956
  nChanged 95
		SP:Iteration 27Q (190544.170000 sec): 3 clusters
  Score: Raw -2752316.006324 + Penalty 4851.450605 = -2747464.555719
  nChanged 89
		SP:Iteration 28Q (190544.460000 sec): 3 clusters
  Score: Raw -2752336.931104 + Penalty 4851.450605 = -2747485.480500
  nChanged 81
		SP:Iteration 29Q (190544.790000 sec): 3 clusters
  Score: Raw -2752353.333325 + Penalty 4851.450605 = -2747501.882721
  nChanged 67
		SP:Iteration 30Q (190545.080000 sec): 3 clusters
  Score: Raw -2752366.492242 + Penalty 4851.450605 = -2747515.041638
  nChanged 70
		SP:Iteration 31Q (190545.410000 sec): 3 clusters
  Score: Raw -2752382.172633 + Penalty 4851.450605 = -2747530.722028
  nChanged 73
		SP:Iteration 32Q (190545.690000 sec): 3 clusters
  Score: Raw -2752400.206407 + Penalty 4851.450605 = -2747548.755803
  nChanged 65
		SP:Iteration 33Q (190546.030000 sec): 3 clusters
  Score: Raw -2752414.545441 + Penalty 4851.450605 = -2747563.094836
  nChanged 56
		SP:Iteration 34Q (190546.310000 sec): 3 clusters
  Score: Raw -2752425.315860 + Penalty 4851.450605 = -2747573.865256
  nChanged 52
		SP:Iteration 35Q (190546.640000 sec): 3 clusters
  Score: Raw -2752435.956251 + Penalty 4851.450605 = -2747584.505647
  nChanged 42
		SP:Iteration 36Q (190546.920000 sec): 3 clusters
  Score: Raw -2752446.506359 + Penalty 4851.450605 = -2747595.055754
  nChanged 41
		SP:Iteration 37Q (190547.250000 sec): 3 clusters
  Score: Raw -2752455.331441 + Penalty 4851.450605 = -2747603.880837
  nChanged 44
		SP:Iteration 38Q (190547.540000 sec): 3 clusters
  Score: Raw -2752463.470044 + Penalty 4851.450605 = -2747612.019440
  nChanged 26
		SP:Iteration 39Q (190547.870000 sec): 3 clusters
  Score: Raw -2752468.083982 + Penalty 4851.450605 = -2747616.633378
  nChanged 26
		SP:Iteration 40F (190548.150000 sec): 3 clusters
  Score: Raw -2752471.945539 + Penalty 4851.450605 = -2747620.494934
  nChanged 15
		SP:Iteration 41Q (190548.480000 sec): 3 clusters
  Score: Raw -2752474.736573 + Penalty 4851.450605 = -2747623.285969
  nChanged 21
		SP:Iteration 42Q (190548.770000 sec): 3 clusters
  Score: Raw -2752478.440355 + Penalty 4851.450605 = -2747626.989750
  nChanged 16
		SP:Iteration 43Q (190549.100000 sec): 3 clusters
  Score: Raw -2752480.939764 + Penalty 4851.450605 = -2747629.489159
  nChanged 11
		SP:Iteration 44Q (190549.390000 sec): 3 clusters
  Score: Raw -2752482.462823 + Penalty 4851.450605 = -2747631.012219
  nChanged 10
		SP:Iteration 45Q (190549.710000 sec): 3 clusters
  Score: Raw -2752483.915478 + Penalty 4851.450605 = -2747632.464873
  nChanged 6
		SP:Iteration 46Q (190550.000000 sec): 3 clusters
  Score: Raw -2752484.470499 + Penalty 4851.450605 = -2747633.019894
  nChanged 4
		SP:Iteration 47Q (190550.330000 sec): 3 clusters
  Score: Raw -2752484.898589 + Penalty 4851.450605 = -2747633.447984
  nChanged 2
		SP:Iteration 48Q (190550.610000 sec): 3 clusters
  Score: Raw -2752485.219727 + Penalty 4851.450605 = -2747633.769123
  nChanged 3
		SP:Iteration 49Q (190550.950000 sec): 3 clusters
  Score: Raw -2752485.754800 + Penalty 4851.450605 = -2747634.304196
  nChanged 5
		SP:Iteration 50Q (190551.230000 sec): 3 clusters
  Score: Raw -2752486.615180 + Penalty 4851.450605 = -2747635.164575
  nChanged 4
		SP:Iteration 51Q (190551.570000 sec): 3 clusters
  Score: Raw -2752487.021780 + Penalty 4851.450605 = -2747635.571175
  nChanged 2
		SP:Iteration 52Q (190551.900000 sec): 3 clusters
  Score: Raw -2752487.550030 + Penalty 4851.450605 = -2747636.099426
  nChanged 8
		SP:Iteration 53Q (190552.230000 sec): 3 clusters
  Score: Raw -2752488.512736 + Penalty 4851.450605 = -2747637.062131
  nChanged 8
		SP:Iteration 54Q (190552.560000 sec): 3 clusters
  Score: Raw -2752489.705009 + Penalty 4851.450605 = -2747638.254405
  nChanged 6
		SP:Iteration 55Q (190552.890000 sec): 3 clusters
  Score: Raw -2752490.790077 + Penalty 4851.450605 = -2747639.339472
  nChanged 7
		SP:Iteration 56Q (190553.220000 sec): 3 clusters
  Score: Raw -2752492.003741 + Penalty 4851.450605 = -2747640.553136
  nChanged 13
		SP:Iteration 57Q (190553.550000 sec): 3 clusters
  Score: Raw -2752494.492285 + Penalty 4851.450605 = -2747643.041681
  nChanged 19
		SP:Iteration 58Q (190553.840000 sec): 3 clusters
  Score: Raw -2752497.939776 + Penalty 4851.450605 = -2747646.489171
  nChanged 10
		SP:Iteration 59Q (190554.160000 sec): 3 clusters
  Score: Raw -2752499.209705 + Penalty 4851.450605 = -2747647.759101
  nChanged 6
		SP:Iteration 60F (190554.450000 sec): 3 clusters
  Score: Raw -2752500.533629 + Penalty 4851.450605 = -2747649.083024
  nChanged 9
		SP:Iteration 61Q (190554.790000 sec): 3 clusters
  Score: Raw -2752502.549854 + Penalty 4851.450605 = -2747651.099249
  nChanged 16
		SP:Iteration 62Q (190555.120000 sec): 3 clusters
  Score: Raw -2752505.063782 + Penalty 4851.450605 = -2747653.613178
  nChanged 11
		SP:Iteration 63Q (190555.450000 sec): 3 clusters
  Score: Raw -2752507.267854 + Penalty 4851.450605 = -2747655.817249
  nChanged 13
		SP:Iteration 64Q (190555.780000 sec): 3 clusters
  Score: Raw -2752509.724355 + Penalty 4851.450605 = -2747658.273750
  nChanged 13
		SP:Iteration 65Q (190556.130000 sec): 3 clusters
  Score: Raw -2752512.123773 + Penalty 4851.450605 = -2747660.673168
  nChanged 9
		SP:Iteration 66Q (190556.430000 sec): 3 clusters
  Score: Raw -2752513.937447 + Penalty 4851.450605 = -2747662.486843
  nChanged 8
		SP:Iteration 67Q (190556.780000 sec): 3 clusters
  Score: Raw -2752515.572631 + Penalty 4851.450605 = -2747664.122026
  nChanged 9
		SP:Iteration 68Q (190557.090000 sec): 3 clusters
  Score: Raw -2752516.788352 + Penalty 4851.450605 = -2747665.337747
  nChanged 3
		SP:Iteration 69Q (190557.390000 sec): 3 clusters
  Score: Raw -2752517.159974 + Penalty 4851.450605 = -2747665.709369
  nChanged 4
		SP:Iteration 70Q (190557.700000 sec): 3 clusters
  Score: Raw -2752517.696573 + Penalty 4851.450605 = -2747666.245968
  nChanged 10
		SP:Iteration 71Q (190557.990000 sec): 3 clusters
  Score: Raw -2752518.877613 + Penalty 4851.450605 = -2747667.427008
  nChanged 9
		SP:Iteration 72Q (190558.260000 sec): 3 clusters
  Score: Raw -2752519.937058 + Penalty 4851.450605 = -2747668.486454
  nChanged 9
		SP:Iteration 73Q (190558.570000 sec): 3 clusters
  Score: Raw -2752521.158100 + Penalty 4851.450605 = -2747669.707496
  nChanged 4
		SP:Iteration 74Q (190558.840000 sec): 3 clusters
  Score: Raw -2752521.650243 + Penalty 4851.450605 = -2747670.199638
  nChanged 3
		SP:Iteration 75Q (190559.150000 sec): 3 clusters
  Score: Raw -2752522.006906 + Penalty 4851.450605 = -2747670.556301
  nChanged 3
		SP:Iteration 76Q (190559.390000 sec): 3 clusters
  Score: Raw -2752522.454146 + Penalty 4851.450605 = -2747671.003542
  nChanged 2
		SP:Iteration 77Q (190559.750000 sec): 3 clusters
  Score: Raw -2752522.855146 + Penalty 4851.450605 = -2747671.404541
  nChanged 5
		SP:Iteration 78Q (190560.050000 sec): 3 clusters
  Score: Raw -2752523.719454 + Penalty 4851.450605 = -2747672.268849
  nChanged 8
		SP:Iteration 79Q (190560.440000 sec): 3 clusters
  Score: Raw -2752524.930643 + Penalty 4851.450605 = -2747673.480038
  nChanged 5
		SP:Iteration 80F (190560.810000 sec): 3 clusters
  Score: Raw -2752526.108381 + Penalty 4851.450605 = -2747674.657776
  nChanged 7
		SP:Iteration 81Q (190561.180000 sec): 3 clusters
  Score: Raw -2752527.363404 + Penalty 4851.450605 = -2747675.912800
  nChanged 10
		SP:Iteration 82Q (190561.480000 sec): 3 clusters
  Score: Raw -2752528.673884 + Penalty 4851.450605 = -2747677.223279
  nChanged 8
		SP:Iteration 83Q (190561.870000 sec): 3 clusters
  Score: Raw -2752530.642798 + Penalty 4851.450605 = -2747679.192193
  nChanged 15
		SP:Iteration 84Q (190562.210000 sec): 3 clusters
  Score: Raw -2752533.758449 + Penalty 4851.450605 = -2747682.307844
  nChanged 17
		SP:Iteration 85Q (190562.540000 sec): 3 clusters
  Score: Raw -2752536.935909 + Penalty 4851.450605 = -2747685.485304
  nChanged 18
		SP:Iteration 86Q (190562.810000 sec): 3 clusters
  Score: Raw -2752540.745027 + Penalty 4851.450605 = -2747689.294422
  nChanged 14
		SP:Iteration 87Q (190563.130000 sec): 3 clusters
  Score: Raw -2752545.104530 + Penalty 4851.450605 = -2747693.653925
  nChanged 17
		SP:Iteration 88Q (190563.430000 sec): 3 clusters
  Score: Raw -2752548.802909 + Penalty 4851.450605 = -2747697.352304
  nChanged 16
		SP:Iteration 89Q (190563.730000 sec): 3 clusters
  Score: Raw -2752551.805010 + Penalty 4851.450605 = -2747700.354406
  nChanged 12
		SP:Iteration 90Q (190564.010000 sec): 3 clusters
  Score: Raw -2752553.411996 + Penalty 4851.450605 = -2747701.961391
  nChanged 13
		SP:Iteration 91Q (190564.360000 sec): 3 clusters
  Score: Raw -2752555.417649 + Penalty 4851.450605 = -2747703.967044
  nChanged 9
		SP:Iteration 92Q (190564.650000 sec): 3 clusters
  Score: Raw -2752557.202381 + Penalty 4851.450605 = -2747705.751776
  nChanged 10
		SP:Iteration 93Q (190564.950000 sec): 3 clusters
  Score: Raw -2752559.264381 + Penalty 4851.450605 = -2747707.813777
  nChanged 12
		SP:Iteration 94Q (190565.260000 sec): 3 clusters
  Score: Raw -2752561.951235 + Penalty 4851.450605 = -2747710.500630
  nChanged 16
		SP:Iteration 95Q (190565.520000 sec): 3 clusters
  Score: Raw -2752566.009684 + Penalty 4851.450605 = -2747714.559079
  nChanged 23
		SP:Iteration 96Q (190565.790000 sec): 3 clusters
  Score: Raw -2752571.733993 + Penalty 4851.450605 = -2747720.283388
  nChanged 19
		SP:Iteration 97Q (190566.060000 sec): 3 clusters
  Score: Raw -2752575.557645 + Penalty 4851.450605 = -2747724.107040
  nChanged 17
		SP:Iteration 98Q (190566.420000 sec): 3 clusters
  Score: Raw -2752579.163971 + Penalty 4851.450605 = -2747727.713366
  nChanged 18
		SP:Iteration 99Q (190566.700000 sec): 3 clusters
  Score: Raw -2752583.196437 + Penalty 4851.450605 = -2747731.745832
  nChanged 16
		SP:Iteration 100F (190567.020000 sec): 3 clusters
  Score: Raw -2752586.349425 + Penalty 4851.450605 = -2747734.898820
  nChanged 23
		SP:Iteration 101Q (190567.280000 sec): 3 clusters
  Score: Raw -2752591.497426 + Penalty 4851.450605 = -2747740.046821
  nChanged 22
		SP:Iteration 102Q (190567.540000 sec): 3 clusters
  Score: Raw -2752596.482368 + Penalty 4851.450605 = -2747745.031763
  nChanged 18
		SP:Iteration 103Q (190567.880000 sec): 3 clusters
  Score: Raw -2752599.200438 + Penalty 4851.450605 = -2747747.749833
  nChanged 18
		SP:Iteration 104Q (190568.240000 sec): 3 clusters
  Score: Raw -2752602.365220 + Penalty 4851.450605 = -2747750.914615
  nChanged 13
		SP:Iteration 105Q (190568.590000 sec): 3 clusters
  Score: Raw -2752603.984422 + Penalty 4851.450605 = -2747752.533818
  nChanged 8
		SP:Iteration 106Q (190568.850000 sec): 3 clusters
  Score: Raw -2752604.883944 + Penalty 4851.450605 = -2747753.433340
  nChanged 5
		SP:Iteration 107Q (190569.230000 sec): 3 clusters
  Score: Raw -2752606.102922 + Penalty 4851.450605 = -2747754.652317
  nChanged 10
		SP:Iteration 108Q (190569.580000 sec): 3 clusters
  Score: Raw -2752607.637908 + Penalty 4851.450605 = -2747756.187303
  nChanged 6
		SP:Iteration 109Q (190569.860000 sec): 3 clusters
  Score: Raw -2752608.885977 + Penalty 4851.450605 = -2747757.435373
  nChanged 4
		SP:Iteration 110Q (190570.200000 sec): 3 clusters
  Score: Raw -2752609.480096 + Penalty 4851.450605 = -2747758.029491
  nChanged 4
		SP:Iteration 111Q (190570.510000 sec): 3 clusters
  Score: Raw -2752610.029317 + Penalty 4851.450605 = -2747758.578712
  nChanged 4
		SP:Iteration 112Q (190570.810000 sec): 3 clusters
  Score: Raw -2752610.585787 + Penalty 4851.450605 = -2747759.135182
  nChanged 4
		SP:Iteration 113Q (190571.160000 sec): 3 clusters
  Score: Raw -2752610.927408 + Penalty 4851.450605 = -2747759.476804
  nChanged 1
		SP:Iteration 114Q (190571.540000 sec): 3 clusters
  Score: Raw -2752611.189584 + Penalty 4851.450605 = -2747759.738979
  nChanged 3
		SP:Iteration 115Q (190571.880000 sec): 3 clusters
  Score: Raw -2752611.943637 + Penalty 4851.450605 = -2747760.493032
  nChanged 4
		SP:Iteration 116Q (190572.190000 sec): 3 clusters
  Score: Raw -2752612.579044 + Penalty 4851.450605 = -2747761.128439
  nChanged 1
		SP:Iteration 117Q (190572.490000 sec): 3 clusters
  Score: Raw -2752612.993264 + Penalty 4851.450605 = -2747761.542659
  nChanged 1
		SP:Iteration 118Q (190572.820000 sec): 3 clusters
  Score: Raw -2752613.060616 + Penalty 4851.450605 = -2747761.610011
  nChanged 1
		SP:Iteration 119Q (190573.080000 sec): 3 clusters
  Score: Raw -2752613.152309 + Penalty 4851.450605 = -2747761.701705
  nChanged 1
		SP:Iteration 120F (190573.390000 sec): 3 clusters
  Score: Raw -2752613.300326 + Penalty 4851.450605 = -2747761.849721
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 59 (17347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190573.570000 sec): 2 clusters
  Score: Raw -2658907.303446 + Penalty 2420.771365 = -2656486.532081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190573.860000 sec): 3 clusters
  Score: Raw -2649003.906817 + Penalty 4841.542730 = -2644162.364087
  nChanged 7593
		SP:Iteration 1F (190574.160000 sec): 3 clusters
  Score: Raw -2652951.629221 + Penalty 4841.542730 = -2648110.086490
  nChanged 1093
		SP:Iteration 2F (190574.500000 sec): 3 clusters
  Score: Raw -2653519.695340 + Penalty 4841.542730 = -2648678.152609
  nChanged 1075
		SP:Iteration 3F (190574.800000 sec): 3 clusters
  Score: Raw -2654105.562050 + Penalty 4841.542730 = -2649264.019320
  nChanged 1063
		SP:Iteration 4F (190575.120000 sec): 3 clusters
  Score: Raw -2654688.764045 + Penalty 4841.542730 = -2649847.221314
  nChanged 988
		SP:Iteration 5F (190575.480000 sec): 3 clusters
  Score: Raw -2655214.751729 + Penalty 4841.542730 = -2650373.208999
  nChanged 850
		SP:Iteration 6Q (190575.780000 sec): 3 clusters
  Score: Raw -2655676.167231 + Penalty 4841.542730 = -2650834.624501
  nChanged 785
		SP:Iteration 7Q (190576.150000 sec): 3 clusters
  Score: Raw -2656099.961076 + Penalty 4841.542730 = -2651258.418345
  nChanged 722
		SP:Iteration 8Q (190576.430000 sec): 3 clusters
  Score: Raw -2656450.797268 + Penalty 4841.542730 = -2651609.254538
  nChanged 643
		SP:Iteration 9Q (190576.750000 sec): 3 clusters
  Score: Raw -2656749.043325 + Penalty 4841.542730 = -2651907.500595
  nChanged 581
		SP:Iteration 10Q (190577.120000 sec): 3 clusters
  Score: Raw -2657021.592538 + Penalty 4841.542730 = -2652180.049807
  nChanged 514
		SP:Iteration 11Q (190577.440000 sec): 3 clusters
  Score: Raw -2657250.214876 + Penalty 4841.542730 = -2652408.672146
  nChanged 467
		SP:Iteration 12Q (190577.780000 sec): 3 clusters
  Score: Raw -2657454.805372 + Penalty 4841.542730 = -2652613.262641
  nChanged 451
		SP:Iteration 13Q (190578.100000 sec): 3 clusters
  Score: Raw -2657670.118771 + Penalty 4841.542730 = -2652828.576040
  nChanged 430
		SP:Iteration 14Q (190578.380000 sec): 3 clusters
  Score: Raw -2657887.303734 + Penalty 4841.542730 = -2653045.761004
  nChanged 423
		SP:Iteration 15Q (190578.660000 sec): 3 clusters
  Score: Raw -2658103.008125 + Penalty 4841.542730 = -2653261.465395
  nChanged 393
		SP:Iteration 16Q (190578.910000 sec): 3 clusters
  Score: Raw -2658316.171957 + Penalty 4841.542730 = -2653474.629226
  nChanged 361
		SP:Iteration 17Q (190579.220000 sec): 3 clusters
  Score: Raw -2658519.318096 + Penalty 4841.542730 = -2653677.775365
  nChanged 326
		SP:Iteration 18Q (190579.540000 sec): 3 clusters
  Score: Raw -2658726.305104 + Penalty 4841.542730 = -2653884.762374
  nChanged 283
		SP:Iteration 19Q (190579.800000 sec): 3 clusters
  Score: Raw -2658924.537375 + Penalty 4841.542730 = -2654082.994644
  nChanged 250
		SP:Iteration 20F (190580.110000 sec): 3 clusters
  Score: Raw -2659104.726868 + Penalty 4841.542730 = -2654263.184138
  nChanged 187
		SP:Iteration 21Q (190580.380000 sec): 3 clusters
  Score: Raw -2659233.084890 + Penalty 4841.542730 = -2654391.542159
  nChanged 119
		SP:Iteration 22Q (190580.640000 sec): 3 clusters
  Score: Raw -2659306.248159 + Penalty 4841.542730 = -2654464.705428
  nChanged 89
		SP:Iteration 23Q (190580.960000 sec): 3 clusters
  Score: Raw -2659363.220395 + Penalty 4841.542730 = -2654521.677665
  nChanged 62
		SP:Iteration 24Q (190581.260000 sec): 3 clusters
  Score: Raw -2659403.282139 + Penalty 4841.542730 = -2654561.739408
  nChanged 48
		SP:Iteration 25Q (190581.550000 sec): 3 clusters
  Score: Raw -2659439.877455 + Penalty 4841.542730 = -2654598.334724
  nChanged 41
		SP:Iteration 26Q (190581.790000 sec): 3 clusters
  Score: Raw -2659466.869546 + Penalty 4841.542730 = -2654625.326816
  nChanged 29
		SP:Iteration 27Q (190582.120000 sec): 3 clusters
  Score: Raw -2659485.282275 + Penalty 4841.542730 = -2654643.739545
  nChanged 27
		SP:Iteration 28Q (190582.460000 sec): 3 clusters
  Score: Raw -2659503.397787 + Penalty 4841.542730 = -2654661.855057
  nChanged 20
		SP:Iteration 29Q (190582.770000 sec): 3 clusters
  Score: Raw -2659515.880779 + Penalty 4841.542730 = -2654674.338048
  nChanged 12
		SP:Iteration 30Q (190583.130000 sec): 3 clusters
  Score: Raw -2659525.134845 + Penalty 4841.542730 = -2654683.592115
  nChanged 17
		SP:Iteration 31Q (190583.420000 sec): 3 clusters
  Score: Raw -2659540.825802 + Penalty 4841.542730 = -2654699.283071
  nChanged 12
		SP:Iteration 32Q (190583.740000 sec): 3 clusters
  Score: Raw -2659549.095517 + Penalty 4841.542730 = -2654707.552787
  nChanged 9
		SP:Iteration 33Q (190584.070000 sec): 3 clusters
  Score: Raw -2659554.206103 + Penalty 4841.542730 = -2654712.663372
  nChanged 7
		SP:Iteration 34Q (190584.350000 sec): 3 clusters
  Score: Raw -2659557.147914 + Penalty 4841.542730 = -2654715.605183
  nChanged 4
		SP:Iteration 35Q (190584.650000 sec): 3 clusters
  Score: Raw -2659558.275039 + Penalty 4841.542730 = -2654716.732308
  nChanged 2
		SP:Iteration 36Q (190584.930000 sec): 3 clusters
  Score: Raw -2659559.841963 + Penalty 4841.542730 = -2654718.299232
  nChanged 4
		SP:Iteration 37Q (190585.230000 sec): 3 clusters
  Score: Raw -2659561.738249 + Penalty 4841.542730 = -2654720.195519
  nChanged 2
		SP:Iteration 38Q (190585.540000 sec): 3 clusters
  Score: Raw -2659563.019436 + Penalty 4841.542730 = -2654721.476706
  nChanged 1
		SP:Iteration 39Q (190585.780000 sec): 3 clusters
  Score: Raw -2659563.421117 + Penalty 4841.542730 = -2654721.878387
  nChanged 1
		SP:Iteration 40F (190586.070000 sec): 3 clusters
  Score: Raw -2659563.985494 + Penalty 4841.542730 = -2654722.442763
  nChanged 4
		SP:Iteration 41Q (190586.430000 sec): 3 clusters
  Score: Raw -2659566.074729 + Penalty 4841.542730 = -2654724.531999
  nChanged 3
		SP:Iteration 42Q (190586.660000 sec): 3 clusters
  Score: Raw -2659568.859943 + Penalty 4841.542730 = -2654727.317213
  nChanged 3
		SP:Iteration 43Q (190586.930000 sec): 3 clusters
  Score: Raw -2659569.880152 + Penalty 4841.542730 = -2654728.337422
  nChanged 3
		SP:Iteration 44Q (190587.200000 sec): 3 clusters
  Score: Raw -2659571.245068 + Penalty 4841.542730 = -2654729.702337
  nChanged 2
		SP:Iteration 45Q (190587.530000 sec): 3 clusters
  Score: Raw -2659572.208797 + Penalty 4841.542730 = -2654730.666066
  nChanged 1
		SP:Iteration 46Q (190587.810000 sec): 3 clusters
  Score: Raw -2659572.425734 + Penalty 4841.542730 = -2654730.883003
  nChanged 1
		SP:Iteration 47Q (190588.090000 sec): 3 clusters
  Score: Raw -2659572.957267 + Penalty 4841.542730 = -2654731.414537
  nChanged 0
		SP:Iteration 48F (190588.370000 sec): 3 clusters
  Score: Raw -2659572.957267 + Penalty 4841.542730 = -2654731.414537
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 60 (47000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190588.790000 sec): 2 clusters
  Score: Raw -7184095.642683 + Penalty 2667.959914 = -7181427.682769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190589.260000 sec): 3 clusters
  Score: Raw -7155217.216735 + Penalty 5335.919829 = -7149881.296906
  nChanged 21544
		SP:Iteration 1F (190589.810000 sec): 3 clusters
  Score: Raw -7167553.197624 + Penalty 5335.919829 = -7162217.277795
  nChanged 2318
		SP:Iteration 2Q (190590.350000 sec): 3 clusters
  Score: Raw -7168502.551340 + Penalty 5335.919829 = -7163166.631511
  nChanged 2411
		SP:Iteration 3F (190590.840000 sec): 3 clusters
  Score: Raw -7169561.294250 + Penalty 5335.919829 = -7164225.374421
  nChanged 2424
		SP:Iteration 4F (190591.370000 sec): 3 clusters
  Score: Raw -7170719.816078 + Penalty 5335.919829 = -7165383.896249
  nChanged 2501
		SP:Iteration 5F (190591.870000 sec): 3 clusters
  Score: Raw -7171945.065669 + Penalty 5335.919829 = -7166609.145840
  nChanged 2434
		SP:Iteration 6F (190592.330000 sec): 3 clusters
  Score: Raw -7173098.530076 + Penalty 5335.919829 = -7167762.610247
  nChanged 2192
		SP:Iteration 7Q (190592.910000 sec): 3 clusters
  Score: Raw -7174067.216543 + Penalty 5335.919829 = -7168731.296714
  nChanged 2011
		SP:Iteration 8Q (190593.430000 sec): 3 clusters
  Score: Raw -7174977.313309 + Penalty 5335.919829 = -7169641.393480
  nChanged 1824
		SP:Iteration 9Q (190593.960000 sec): 3 clusters
  Score: Raw -7175809.367541 + Penalty 5335.919829 = -7170473.447713
  nChanged 1739
		SP:Iteration 10Q (190594.520000 sec): 3 clusters
  Score: Raw -7176595.776817 + Penalty 5335.919829 = -7171259.856989
  nChanged 1539
		SP:Iteration 11Q (190595.030000 sec): 3 clusters
  Score: Raw -7177270.932758 + Penalty 5335.919829 = -7171935.012929
  nChanged 1476
		SP:Iteration 12Q (190595.510000 sec): 3 clusters
  Score: Raw -7177934.122267 + Penalty 5335.919829 = -7172598.202438
  nChanged 1378
		SP:Iteration 13Q (190596.080000 sec): 3 clusters
  Score: Raw -7178586.072888 + Penalty 5335.919829 = -7173250.153059
  nChanged 1383
		SP:Iteration 14Q (190596.590000 sec): 3 clusters
  Score: Raw -7179251.003628 + Penalty 5335.919829 = -7173915.083799
  nChanged 1257
		SP:Iteration 15Q (190597.120000 sec): 3 clusters
  Score: Raw -7179874.797967 + Penalty 5335.919829 = -7174538.878138
  nChanged 1211
		SP:Iteration 16Q (190597.600000 sec): 3 clusters
  Score: Raw -7180542.077855 + Penalty 5335.919829 = -7175206.158026
  nChanged 1190
		SP:Iteration 17Q (190598.110000 sec): 3 clusters
  Score: Raw -7181261.564728 + Penalty 5335.919829 = -7175925.644900
  nChanged 1083
		SP:Iteration 18Q (190598.630000 sec): 3 clusters
  Score: Raw -7181917.458430 + Penalty 5335.919829 = -7176581.538601
  nChanged 972
		SP:Iteration 19Q (190599.150000 sec): 3 clusters
  Score: Raw -7182492.313823 + Penalty 5335.919829 = -7177156.393994
  nChanged 851
		SP:Iteration 20F (190599.680000 sec): 3 clusters
  Score: Raw -7182989.670228 + Penalty 5335.919829 = -7177653.750400
  nChanged 703
		SP:Iteration 21Q (190600.110000 sec): 3 clusters
  Score: Raw -7183406.191445 + Penalty 5335.919829 = -7178070.271617
  nChanged 627
		SP:Iteration 22Q (190600.610000 sec): 3 clusters
  Score: Raw -7183787.066647 + Penalty 5335.919829 = -7178451.146818
  nChanged 522
		SP:Iteration 23Q (190601.050000 sec): 3 clusters
  Score: Raw -7184086.140931 + Penalty 5335.919829 = -7178750.221102
  nChanged 426
		SP:Iteration 24Q (190601.550000 sec): 3 clusters
  Score: Raw -7184295.454318 + Penalty 5335.919829 = -7178959.534489
  nChanged 360
		SP:Iteration 25Q (190602.000000 sec): 3 clusters
  Score: Raw -7184458.308834 + Penalty 5335.919829 = -7179122.389006
  nChanged 297
		SP:Iteration 26Q (190602.420000 sec): 3 clusters
  Score: Raw -7184598.394440 + Penalty 5335.919829 = -7179262.474611
  nChanged 250
		SP:Iteration 27Q (190602.890000 sec): 3 clusters
  Score: Raw -7184712.421229 + Penalty 5335.919829 = -7179376.501401
  nChanged 192
		SP:Iteration 28Q (190603.350000 sec): 3 clusters
  Score: Raw -7184787.845491 + Penalty 5335.919829 = -7179451.925662
  nChanged 167
		SP:Iteration 29Q (190603.760000 sec): 3 clusters
  Score: Raw -7184848.391916 + Penalty 5335.919829 = -7179512.472087
  nChanged 145
		SP:Iteration 30Q (190604.300000 sec): 3 clusters
  Score: Raw -7184905.565036 + Penalty 5335.919829 = -7179569.645207
  nChanged 124
		SP:Iteration 31Q (190604.700000 sec): 3 clusters
  Score: Raw -7184949.043522 + Penalty 5335.919829 = -7179613.123693
  nChanged 99
		SP:Iteration 32Q (190605.200000 sec): 3 clusters
  Score: Raw -7184986.306855 + Penalty 5335.919829 = -7179650.387026
  nChanged 84
		SP:Iteration 33Q (190605.680000 sec): 3 clusters
  Score: Raw -7185017.003682 + Penalty 5335.919829 = -7179681.083853
  nChanged 81
		SP:Iteration 34Q (190606.230000 sec): 3 clusters
  Score: Raw -7185043.445075 + Penalty 5335.919829 = -7179707.525246
  nChanged 75
		SP:Iteration 35Q (190606.670000 sec): 3 clusters
  Score: Raw -7185067.540308 + Penalty 5335.919829 = -7179731.620479
  nChanged 59
		SP:Iteration 36Q (190607.190000 sec): 3 clusters
  Score: Raw -7185084.357703 + Penalty 5335.919829 = -7179748.437874
  nChanged 49
		SP:Iteration 37Q (190607.620000 sec): 3 clusters
  Score: Raw -7185097.967666 + Penalty 5335.919829 = -7179762.047837
  nChanged 36
		SP:Iteration 38Q (190608.050000 sec): 3 clusters
  Score: Raw -7185106.356644 + Penalty 5335.919829 = -7179770.436815
  nChanged 22
		SP:Iteration 39Q (190608.470000 sec): 3 clusters
  Score: Raw -7185113.484720 + Penalty 5335.919829 = -7179777.564891
  nChanged 26
		SP:Iteration 40F (190608.950000 sec): 3 clusters
  Score: Raw -7185121.168079 + Penalty 5335.919829 = -7179785.248250
  nChanged 27
		SP:Iteration 41Q (190609.390000 sec): 3 clusters
  Score: Raw -7185129.162682 + Penalty 5335.919829 = -7179793.242853
  nChanged 22
		SP:Iteration 42Q (190609.860000 sec): 3 clusters
  Score: Raw -7185134.018838 + Penalty 5335.919829 = -7179798.099010
  nChanged 17
		SP:Iteration 43Q (190610.310000 sec): 3 clusters
  Score: Raw -7185138.697302 + Penalty 5335.919829 = -7179802.777473
  nChanged 14
		SP:Iteration 44Q (190610.770000 sec): 3 clusters
  Score: Raw -7185142.149066 + Penalty 5335.919829 = -7179806.229237
  nChanged 16
		SP:Iteration 45Q (190611.270000 sec): 3 clusters
  Score: Raw -7185144.852654 + Penalty 5335.919829 = -7179808.932826
  nChanged 10
		SP:Iteration 46Q (190611.760000 sec): 3 clusters
  Score: Raw -7185147.241045 + Penalty 5335.919829 = -7179811.321216
  nChanged 15
		SP:Iteration 47Q (190612.250000 sec): 3 clusters
  Score: Raw -7185150.743249 + Penalty 5335.919829 = -7179814.823420
  nChanged 12
		SP:Iteration 48Q (190612.760000 sec): 3 clusters
  Score: Raw -7185153.813572 + Penalty 5335.919829 = -7179817.893744
  nChanged 10
		SP:Iteration 49Q (190613.240000 sec): 3 clusters
  Score: Raw -7185156.145699 + Penalty 5335.919829 = -7179820.225870
  nChanged 8
		SP:Iteration 50Q (190613.750000 sec): 3 clusters
  Score: Raw -7185157.905161 + Penalty 5335.919829 = -7179821.985332
  nChanged 3
		SP:Iteration 51Q (190614.240000 sec): 3 clusters
  Score: Raw -7185158.906054 + Penalty 5335.919829 = -7179822.986225
  nChanged 6
		SP:Iteration 52Q (190614.750000 sec): 3 clusters
  Score: Raw -7185160.203565 + Penalty 5335.919829 = -7179824.283736
  nChanged 4
		SP:Iteration 53Q (190615.270000 sec): 3 clusters
  Score: Raw -7185161.170282 + Penalty 5335.919829 = -7179825.250453
  nChanged 2
		SP:Iteration 54Q (190615.750000 sec): 3 clusters
  Score: Raw -7185161.903706 + Penalty 5335.919829 = -7179825.983877
  nChanged 4
		SP:Iteration 55Q (190616.250000 sec): 3 clusters
  Score: Raw -7185162.687068 + Penalty 5335.919829 = -7179826.767239
  nChanged 4
		SP:Iteration 56Q (190616.760000 sec): 3 clusters
  Score: Raw -7185163.253047 + Penalty 5335.919829 = -7179827.333219
  nChanged 3
		SP:Iteration 57Q (190617.250000 sec): 3 clusters
  Score: Raw -7185163.795845 + Penalty 5335.919829 = -7179827.876016
  nChanged 3
		SP:Iteration 58Q (190617.700000 sec): 3 clusters
  Score: Raw -7185164.649117 + Penalty 5335.919829 = -7179828.729288
  nChanged 1
		SP:Iteration 59Q (190618.150000 sec): 3 clusters
  Score: Raw -7185164.840620 + Penalty 5335.919829 = -7179828.920791
  nChanged 1
		SP:Iteration 60F (190618.590000 sec): 3 clusters
  Score: Raw -7185164.956952 + Penalty 5335.919829 = -7179829.037123
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 61 (4246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190618.740000 sec): 2 clusters
  Score: Raw -664106.520437 + Penalty 2071.725695 = -662034.794742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190619.000000 sec): 3 clusters
  Score: Raw -662235.442132 + Penalty 4143.451391 = -658091.990741
  nChanged 1520
		SP:Iteration 1F (190619.120000 sec): 3 clusters
  Score: Raw -663414.955545 + Penalty 4143.451391 = -659271.504154
  nChanged 443
		SP:Iteration 2F (190619.260000 sec): 3 clusters
  Score: Raw -664133.134951 + Penalty 4143.451391 = -659989.683560
  nChanged 402
		SP:Iteration 3F (190619.470000 sec): 3 clusters
  Score: Raw -664632.566259 + Penalty 4143.451391 = -660489.114869
  nChanged 340
		SP:Iteration 4F (190619.630000 sec): 3 clusters
  Score: Raw -664958.806476 + Penalty 4143.451391 = -660815.355085
  nChanged 239
		SP:Iteration 5F (190619.840000 sec): 3 clusters
  Score: Raw -665163.568618 + Penalty 4143.451391 = -661020.117227
  nChanged 161
		SP:Iteration 6Q (190619.990000 sec): 3 clusters
  Score: Raw -665312.540546 + Penalty 4143.451391 = -661169.089155
  nChanged 143
		SP:Iteration 7Q (190620.170000 sec): 3 clusters
  Score: Raw -665442.672591 + Penalty 4143.451391 = -661299.221200
  nChanged 113
		SP:Iteration 8Q (190620.330000 sec): 3 clusters
  Score: Raw -665538.772587 + Penalty 4143.451391 = -661395.321197
  nChanged 72
		SP:Iteration 9Q (190620.550000 sec): 3 clusters
  Score: Raw -665585.501513 + Penalty 4143.451391 = -661442.050123
  nChanged 39
		SP:Iteration 10Q (190620.720000 sec): 3 clusters
  Score: Raw -665613.055869 + Penalty 4143.451391 = -661469.604478
  nChanged 22
		SP:Iteration 11Q (190620.940000 sec): 3 clusters
  Score: Raw -665631.491937 + Penalty 4143.451391 = -661488.040546
  nChanged 19
		SP:Iteration 12Q (190621.120000 sec): 3 clusters
  Score: Raw -665643.336774 + Penalty 4143.451391 = -661499.885383
  nChanged 13
		SP:Iteration 13Q (190621.340000 sec): 3 clusters
  Score: Raw -665651.799071 + Penalty 4143.451391 = -661508.347680
  nChanged 8
		SP:Iteration 14Q (190621.500000 sec): 3 clusters
  Score: Raw -665657.763927 + Penalty 4143.451391 = -661514.312536
  nChanged 12
		SP:Iteration 15Q (190621.670000 sec): 3 clusters
  Score: Raw -665667.305684 + Penalty 4143.451391 = -661523.854294
  nChanged 7
		SP:Iteration 16Q (190621.840000 sec): 3 clusters
  Score: Raw -665672.826379 + Penalty 4143.451391 = -661529.374989
  nChanged 6
		SP:Iteration 17Q (190622.040000 sec): 3 clusters
  Score: Raw -665676.608594 + Penalty 4143.451391 = -661533.157203
  nChanged 10
		SP:Iteration 18Q (190622.200000 sec): 3 clusters
  Score: Raw -665684.754369 + Penalty 4143.451391 = -661541.302978
  nChanged 10
		SP:Iteration 19Q (190622.400000 sec): 3 clusters
  Score: Raw -665691.424147 + Penalty 4143.451391 = -661547.972756
  nChanged 12
		SP:Iteration 20F (190622.600000 sec): 3 clusters
  Score: Raw -665700.359759 + Penalty 4143.451391 = -661556.908369
  nChanged 14
		SP:Iteration 21Q (190622.850000 sec): 3 clusters
  Score: Raw -665711.823515 + Penalty 4143.451391 = -661568.372124
  nChanged 14
		SP:Iteration 22Q (190623.040000 sec): 3 clusters
  Score: Raw -665721.784926 + Penalty 4143.451391 = -661578.333535
  nChanged 12
		SP:Iteration 23Q (190623.270000 sec): 3 clusters
  Score: Raw -665730.418305 + Penalty 4143.451391 = -661586.966914
  nChanged 11
		SP:Iteration 24Q (190623.500000 sec): 3 clusters
  Score: Raw -665743.267656 + Penalty 4143.451391 = -661599.816266
  nChanged 12
		SP:Iteration 25Q (190623.760000 sec): 3 clusters
  Score: Raw -665754.294276 + Penalty 4143.451391 = -661610.842886
  nChanged 14
		SP:Iteration 26Q (190623.910000 sec): 3 clusters
  Score: Raw -665767.107764 + Penalty 4143.451391 = -661623.656373
  nChanged 14
		SP:Iteration 27Q (190624.110000 sec): 3 clusters
  Score: Raw -665778.794486 + Penalty 4143.451391 = -661635.343096
  nChanged 14
		SP:Iteration 28Q (190624.290000 sec): 3 clusters
  Score: Raw -665788.058339 + Penalty 4143.451391 = -661644.606948
  nChanged 8
		SP:Iteration 29Q (190624.420000 sec): 3 clusters
  Score: Raw -665793.773350 + Penalty 4143.451391 = -661650.321959
  nChanged 11
		SP:Iteration 30Q (190624.620000 sec): 3 clusters
  Score: Raw -665800.591189 + Penalty 4143.451391 = -661657.139799
  nChanged 7
		SP:Iteration 31Q (190624.790000 sec): 3 clusters
  Score: Raw -665805.017612 + Penalty 4143.451391 = -661661.566221
  nChanged 5
		SP:Iteration 32Q (190624.930000 sec): 3 clusters
  Score: Raw -665807.666630 + Penalty 4143.451391 = -661664.215239
  nChanged 1
		SP:Iteration 33Q (190625.060000 sec): 3 clusters
  Score: Raw -665808.483901 + Penalty 4143.451391 = -661665.032510
  nChanged 3
		SP:Iteration 34Q (190625.250000 sec): 3 clusters
  Score: Raw -665811.355919 + Penalty 4143.451391 = -661667.904528
  nChanged 5
		SP:Iteration 35Q (190625.430000 sec): 3 clusters
  Score: Raw -665815.286558 + Penalty 4143.451391 = -661671.835167
  nChanged 7
		SP:Iteration 36Q (190625.630000 sec): 3 clusters
  Score: Raw -665820.194590 + Penalty 4143.451391 = -661676.743199
  nChanged 5
		SP:Iteration 37Q (190625.760000 sec): 3 clusters
  Score: Raw -665823.289733 + Penalty 4143.451391 = -661679.838343
  nChanged 4
		SP:Iteration 38Q (190625.910000 sec): 3 clusters
  Score: Raw -665825.397279 + Penalty 4143.451391 = -661681.945888
  nChanged 4
		SP:Iteration 39Q (190626.100000 sec): 3 clusters
  Score: Raw -665826.925487 + Penalty 4143.451391 = -661683.474096
  nChanged 0
		SP:Iteration 40F (190626.230000 sec): 3 clusters
  Score: Raw -665826.925487 + Penalty 4143.451391 = -661683.474096
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 62 (3873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190626.330000 sec): 2 clusters
  Score: Raw -581144.739089 + Penalty 2048.922601 = -579095.816488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190626.490000 sec): 3 clusters
  Score: Raw -579422.732352 + Penalty 4097.845201 = -575324.887151
  nChanged 1399
		SP:Iteration 1F (190626.700000 sec): 3 clusters
  Score: Raw -580441.530400 + Penalty 4097.845201 = -576343.685199
  nChanged 350
		SP:Iteration 2F (190626.820000 sec): 3 clusters
  Score: Raw -580786.368514 + Penalty 4097.845201 = -576688.523313
  nChanged 285
		SP:Iteration 3F (190626.970000 sec): 3 clusters
  Score: Raw -581049.929869 + Penalty 4097.845201 = -576952.084668
  nChanged 212
		SP:Iteration 4F (190627.100000 sec): 3 clusters
  Score: Raw -581223.295474 + Penalty 4097.845201 = -577125.450273
  nChanged 160
		SP:Iteration 5Q (190627.260000 sec): 3 clusters
  Score: Raw -581350.821102 + Penalty 4097.845201 = -577252.975901
  nChanged 120
		SP:Iteration 6Q (190627.400000 sec): 3 clusters
  Score: Raw -581443.329255 + Penalty 4097.845201 = -577345.484054
  nChanged 100
		SP:Iteration 7Q (190627.590000 sec): 3 clusters
  Score: Raw -581517.241699 + Penalty 4097.845201 = -577419.396498
  nChanged 72
		SP:Iteration 8Q (190627.750000 sec): 3 clusters
  Score: Raw -581571.743843 + Penalty 4097.845201 = -577473.898642
  nChanged 64
		SP:Iteration 9Q (190627.890000 sec): 3 clusters
  Score: Raw -581618.072230 + Penalty 4097.845201 = -577520.227029
  nChanged 46
		SP:Iteration 10Q (190628.060000 sec): 3 clusters
  Score: Raw -581648.531360 + Penalty 4097.845201 = -577550.686159
  nChanged 39
		SP:Iteration 11Q (190628.170000 sec): 3 clusters
  Score: Raw -581672.678336 + Penalty 4097.845201 = -577574.833135
  nChanged 31
		SP:Iteration 12Q (190628.320000 sec): 3 clusters
  Score: Raw -581694.077846 + Penalty 4097.845201 = -577596.232645
  nChanged 36
		SP:Iteration 13Q (190628.470000 sec): 3 clusters
  Score: Raw -581719.151835 + Penalty 4097.845201 = -577621.306634
  nChanged 32
		SP:Iteration 14Q (190628.640000 sec): 3 clusters
  Score: Raw -581740.813660 + Penalty 4097.845201 = -577642.968459
  nChanged 27
		SP:Iteration 15Q (190628.760000 sec): 3 clusters
  Score: Raw -581756.478753 + Penalty 4097.845201 = -577658.633552
  nChanged 26
		SP:Iteration 16Q (190628.960000 sec): 3 clusters
  Score: Raw -581772.088268 + Penalty 4097.845201 = -577674.243067
  nChanged 21
		SP:Iteration 17Q (190629.110000 sec): 3 clusters
  Score: Raw -581782.389296 + Penalty 4097.845201 = -577684.544095
  nChanged 21
		SP:Iteration 18Q (190629.260000 sec): 3 clusters
  Score: Raw -581793.076856 + Penalty 4097.845201 = -577695.231655
  nChanged 18
		SP:Iteration 19Q (190629.450000 sec): 3 clusters
  Score: Raw -581803.904356 + Penalty 4097.845201 = -577706.059155
  nChanged 19
		SP:Iteration 20F (190629.620000 sec): 3 clusters
  Score: Raw -581817.507043 + Penalty 4097.845201 = -577719.661842
  nChanged 29
		SP:Iteration 21Q (190629.760000 sec): 3 clusters
  Score: Raw -581838.223600 + Penalty 4097.845201 = -577740.378399
  nChanged 28
		SP:Iteration 22Q (190629.970000 sec): 3 clusters
  Score: Raw -581856.614750 + Penalty 4097.845201 = -577758.769549
  nChanged 33
		SP:Iteration 23Q (190630.100000 sec): 3 clusters
  Score: Raw -581882.446707 + Penalty 4097.845201 = -577784.601506
  nChanged 28
		SP:Iteration 24Q (190630.300000 sec): 3 clusters
  Score: Raw -581904.349821 + Penalty 4097.845201 = -577806.504620
  nChanged 24
		SP:Iteration 25Q (190630.490000 sec): 3 clusters
  Score: Raw -581917.027806 + Penalty 4097.845201 = -577819.182605
  nChanged 15
		SP:Iteration 26Q (190630.680000 sec): 3 clusters
  Score: Raw -581926.820315 + Penalty 4097.845201 = -577828.975114
  nChanged 22
		SP:Iteration 27Q (190630.880000 sec): 3 clusters
  Score: Raw -581943.906192 + Penalty 4097.845201 = -577846.060991
  nChanged 21
		SP:Iteration 28Q (190631.020000 sec): 3 clusters
  Score: Raw -581962.823843 + Penalty 4097.845201 = -577864.978642
  nChanged 26
		SP:Iteration 29Q (190631.150000 sec): 3 clusters
  Score: Raw -581984.415224 + Penalty 4097.845201 = -577886.570023
  nChanged 29
		SP:Iteration 30Q (190631.300000 sec): 3 clusters
  Score: Raw -582009.832996 + Penalty 4097.845201 = -577911.987795
  nChanged 30
		SP:Iteration 31Q (190631.490000 sec): 3 clusters
  Score: Raw -582035.124431 + Penalty 4097.845201 = -577937.279230
  nChanged 35
		SP:Iteration 32Q (190631.670000 sec): 3 clusters
  Score: Raw -582058.401802 + Penalty 4097.845201 = -577960.556601
  nChanged 22
		SP:Iteration 33Q (190631.820000 sec): 3 clusters
  Score: Raw -582070.875220 + Penalty 4097.845201 = -577973.030019
  nChanged 24
		SP:Iteration 34Q (190631.940000 sec): 3 clusters
  Score: Raw -582083.698420 + Penalty 4097.845201 = -577985.853219
  nChanged 19
		SP:Iteration 35Q (190632.100000 sec): 3 clusters
  Score: Raw -582100.835362 + Penalty 4097.845201 = -578002.990160
  nChanged 28
		SP:Iteration 36Q (190632.240000 sec): 3 clusters
  Score: Raw -582119.889768 + Penalty 4097.845201 = -578022.044567
  nChanged 18
		SP:Iteration 37Q (190632.430000 sec): 3 clusters
  Score: Raw -582128.697977 + Penalty 4097.845201 = -578030.852776
  nChanged 9
		SP:Iteration 38Q (190632.560000 sec): 3 clusters
  Score: Raw -582132.739597 + Penalty 4097.845201 = -578034.894396
  nChanged 9
		SP:Iteration 39Q (190632.730000 sec): 3 clusters
  Score: Raw -582136.622501 + Penalty 4097.845201 = -578038.777300
  nChanged 3
		SP:Iteration 40F (190632.850000 sec): 3 clusters
  Score: Raw -582137.263151 + Penalty 4097.845201 = -578039.417949
  nChanged 5
		SP:Iteration 41Q (190633.010000 sec): 3 clusters
  Score: Raw -582138.855855 + Penalty 4097.845201 = -578041.010654
  nChanged 6
		SP:Iteration 42Q (190633.190000 sec): 3 clusters
  Score: Raw -582141.685360 + Penalty 4097.845201 = -578043.840159
  nChanged 5
		SP:Iteration 43Q (190633.350000 sec): 3 clusters
  Score: Raw -582144.047282 + Penalty 4097.845201 = -578046.202081
  nChanged 5
		SP:Iteration 44Q (190633.500000 sec): 3 clusters
  Score: Raw -582146.364606 + Penalty 4097.845201 = -578048.519405
  nChanged 2
		SP:Iteration 45Q (190633.640000 sec): 3 clusters
  Score: Raw -582146.971184 + Penalty 4097.845201 = -578049.125983
  nChanged 1
		SP:Iteration 46Q (190633.850000 sec): 3 clusters
  Score: Raw -582147.124289 + Penalty 4097.845201 = -578049.279088
  nChanged 1
		SP:Iteration 47Q (190634.010000 sec): 3 clusters
  Score: Raw -582147.490216 + Penalty 4097.845201 = -578049.645015
  nChanged 1
		SP:Iteration 48Q (190634.170000 sec): 3 clusters
  Score: Raw -582147.805170 + Penalty 4097.845201 = -578049.959969
  nChanged 1
		SP:Iteration 49Q (190634.300000 sec): 3 clusters
  Score: Raw -582148.110351 + Penalty 4097.845201 = -578050.265150
  nChanged 0
		SP:Iteration 50F (190634.500000 sec): 3 clusters
  Score: Raw -582148.110351 + Penalty 4097.845201 = -578050.265150
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 63 (35524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190634.800000 sec): 2 clusters
  Score: Raw -5906147.852909 + Penalty 2598.535023 = -5903549.317886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190635.260000 sec): 3 clusters
  Score: Raw -5884542.593761 + Penalty 5197.070046 = -5879345.523715
  nChanged 16199
		SP:Iteration 1F (190635.720000 sec): 3 clusters
  Score: Raw -5893567.044387 + Penalty 5197.070046 = -5888369.974340
  nChanged 1613
		SP:Iteration 2Q (190636.190000 sec): 3 clusters
  Score: Raw -5894177.386412 + Penalty 5197.070046 = -5888980.316366
  nChanged 1641
		SP:Iteration 3Q (190636.680000 sec): 3 clusters
  Score: Raw -5894845.002035 + Penalty 5197.070046 = -5889647.931988
  nChanged 1612
		SP:Iteration 4Q (190637.200000 sec): 3 clusters
  Score: Raw -5895583.199823 + Penalty 5197.070046 = -5890386.129777
  nChanged 1728
		SP:Iteration 5Q (190637.620000 sec): 3 clusters
  Score: Raw -5896460.829037 + Penalty 5197.070046 = -5891263.758991
  nChanged 1833
		SP:Iteration 6F (190638.060000 sec): 3 clusters
  Score: Raw -5897477.400745 + Penalty 5197.070046 = -5892280.330699
  nChanged 1941
		SP:Iteration 7F (190638.490000 sec): 3 clusters
  Score: Raw -5898701.294641 + Penalty 5197.070046 = -5893504.224595
  nChanged 1953
		SP:Iteration 8F (190638.840000 sec): 3 clusters
  Score: Raw -5900107.223075 + Penalty 5197.070046 = -5894910.153028
  nChanged 1839
		SP:Iteration 9F (190639.300000 sec): 3 clusters
  Score: Raw -5901577.497699 + Penalty 5197.070046 = -5896380.427653
  nChanged 1629
		SP:Iteration 10Q (190639.760000 sec): 3 clusters
  Score: Raw -5902926.351890 + Penalty 5197.070046 = -5897729.281844
  nChanged 1253
		SP:Iteration 11Q (190640.200000 sec): 3 clusters
  Score: Raw -5903882.732218 + Penalty 5197.070046 = -5898685.662172
  nChanged 948
		SP:Iteration 12Q (190640.560000 sec): 3 clusters
  Score: Raw -5904464.125497 + Penalty 5197.070046 = -5899267.055450
  nChanged 710
		SP:Iteration 13Q (190641.010000 sec): 3 clusters
  Score: Raw -5904858.006506 + Penalty 5197.070046 = -5899660.936459
  nChanged 636
		SP:Iteration 14Q (190641.490000 sec): 3 clusters
  Score: Raw -5905179.685137 + Penalty 5197.070046 = -5899982.615091
  nChanged 520
		SP:Iteration 15Q (190641.950000 sec): 3 clusters
  Score: Raw -5905425.450781 + Penalty 5197.070046 = -5900228.380735
  nChanged 463
		SP:Iteration 16Q (190642.480000 sec): 3 clusters
  Score: Raw -5905648.309834 + Penalty 5197.070046 = -5900451.239787
  nChanged 427
		SP:Iteration 17Q (190642.930000 sec): 3 clusters
  Score: Raw -5905876.097243 + Penalty 5197.070046 = -5900679.027196
  nChanged 420
		SP:Iteration 18Q (190643.370000 sec): 3 clusters
  Score: Raw -5906117.830918 + Penalty 5197.070046 = -5900920.760871
  nChanged 382
		SP:Iteration 19Q (190643.920000 sec): 3 clusters
  Score: Raw -5906341.591827 + Penalty 5197.070046 = -5901144.521781
  nChanged 303
		SP:Iteration 20F (190644.290000 sec): 3 clusters
  Score: Raw -5906517.320241 + Penalty 5197.070046 = -5901320.250195
  nChanged 233
		SP:Iteration 21Q (190644.730000 sec): 3 clusters
  Score: Raw -5906640.642099 + Penalty 5197.070046 = -5901443.572052
  nChanged 205
		SP:Iteration 22Q (190645.080000 sec): 3 clusters
  Score: Raw -5906757.410321 + Penalty 5197.070046 = -5901560.340275
  nChanged 217
		SP:Iteration 23Q (190645.480000 sec): 3 clusters
  Score: Raw -5906888.023693 + Penalty 5197.070046 = -5901690.953647
  nChanged 175
		SP:Iteration 24Q (190645.910000 sec): 3 clusters
  Score: Raw -5906995.014710 + Penalty 5197.070046 = -5901797.944664
  nChanged 165
		SP:Iteration 25Q (190646.360000 sec): 3 clusters
  Score: Raw -5907089.265101 + Penalty 5197.070046 = -5901892.195055
  nChanged 139
		SP:Iteration 26Q (190646.890000 sec): 3 clusters
  Score: Raw -5907157.008710 + Penalty 5197.070046 = -5901959.938663
  nChanged 116
		SP:Iteration 27Q (190647.360000 sec): 3 clusters
  Score: Raw -5907211.638773 + Penalty 5197.070046 = -5902014.568726
  nChanged 85
		SP:Iteration 28Q (190647.810000 sec): 3 clusters
  Score: Raw -5907248.793920 + Penalty 5197.070046 = -5902051.723874
  nChanged 62
		SP:Iteration 29Q (190648.300000 sec): 3 clusters
  Score: Raw -5907273.698185 + Penalty 5197.070046 = -5902076.628138
  nChanged 44
		SP:Iteration 30Q (190648.770000 sec): 3 clusters
  Score: Raw -5907292.430092 + Penalty 5197.070046 = -5902095.360046
  nChanged 46
		SP:Iteration 31Q (190649.190000 sec): 3 clusters
  Score: Raw -5907309.083114 + Penalty 5197.070046 = -5902112.013068
  nChanged 28
		SP:Iteration 32Q (190649.680000 sec): 3 clusters
  Score: Raw -5907317.313023 + Penalty 5197.070046 = -5902120.242977
  nChanged 18
		SP:Iteration 33Q (190650.150000 sec): 3 clusters
  Score: Raw -5907323.099847 + Penalty 5197.070046 = -5902126.029801
  nChanged 15
		SP:Iteration 34Q (190650.570000 sec): 3 clusters
  Score: Raw -5907326.564959 + Penalty 5197.070046 = -5902129.494913
  nChanged 13
		SP:Iteration 35Q (190651.060000 sec): 3 clusters
  Score: Raw -5907329.581899 + Penalty 5197.070046 = -5902132.511853
  nChanged 11
		SP:Iteration 36Q (190651.470000 sec): 3 clusters
  Score: Raw -5907331.667925 + Penalty 5197.070046 = -5902134.597878
  nChanged 5
		SP:Iteration 37Q (190651.880000 sec): 3 clusters
  Score: Raw -5907333.426974 + Penalty 5197.070046 = -5902136.356928
  nChanged 5
		SP:Iteration 38Q (190652.330000 sec): 3 clusters
  Score: Raw -5907334.675195 + Penalty 5197.070046 = -5902137.605149
  nChanged 9
		SP:Iteration 39Q (190652.710000 sec): 3 clusters
  Score: Raw -5907336.729985 + Penalty 5197.070046 = -5902139.659938
  nChanged 6
		SP:Iteration 40F (190653.160000 sec): 3 clusters
  Score: Raw -5907337.920043 + Penalty 5197.070046 = -5902140.849997
  nChanged 4
		SP:Iteration 41Q (190653.620000 sec): 3 clusters
  Score: Raw -5907338.700075 + Penalty 5197.070046 = -5902141.630029
  nChanged 2
		SP:Iteration 42Q (190654.100000 sec): 3 clusters
  Score: Raw -5907339.125952 + Penalty 5197.070046 = -5902142.055906
  nChanged 3
		SP:Iteration 43Q (190654.520000 sec): 3 clusters
  Score: Raw -5907339.779296 + Penalty 5197.070046 = -5902142.709249
  nChanged 2
		SP:Iteration 44Q (190654.980000 sec): 3 clusters
  Score: Raw -5907340.294646 + Penalty 5197.070046 = -5902143.224599
  nChanged 1
		SP:Iteration 45Q (190655.350000 sec): 3 clusters
  Score: Raw -5907340.442907 + Penalty 5197.070046 = -5902143.372860
  nChanged 0
		SP:Iteration 46F (190655.790000 sec): 3 clusters
  Score: Raw -5907340.442907 + Penalty 5197.070046 = -5902143.372860
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 64 (5475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190655.940000 sec): 2 clusters
  Score: Raw -797613.187593 + Penalty 2134.770994 = -795478.416599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190656.160000 sec): 3 clusters
  Score: Raw -795009.884955 + Penalty 4269.541987 = -790740.342968
  nChanged 2101
		SP:Iteration 1F (190656.360000 sec): 3 clusters
  Score: Raw -796320.395390 + Penalty 4269.541987 = -792050.853403
  nChanged 488
		SP:Iteration 2F (190656.590000 sec): 3 clusters
  Score: Raw -796746.177877 + Penalty 4269.541987 = -792476.635890
  nChanged 406
		SP:Iteration 3F (190656.780000 sec): 3 clusters
  Score: Raw -797132.959940 + Penalty 4269.541987 = -792863.417953
  nChanged 381
		SP:Iteration 4F (190656.990000 sec): 3 clusters
  Score: Raw -797525.742461 + Penalty 4269.541987 = -793256.200474
  nChanged 344
		SP:Iteration 5F (190657.120000 sec): 3 clusters
  Score: Raw -797921.150758 + Penalty 4269.541987 = -793651.608771
  nChanged 313
		SP:Iteration 6F (190657.360000 sec): 3 clusters
  Score: Raw -798258.265557 + Penalty 4269.541987 = -793988.723570
  nChanged 248
		SP:Iteration 7Q (190657.560000 sec): 3 clusters
  Score: Raw -798483.443128 + Penalty 4269.541987 = -794213.901141
  nChanged 167
		SP:Iteration 8Q (190657.700000 sec): 3 clusters
  Score: Raw -798611.903095 + Penalty 4269.541987 = -794342.361108
  nChanged 128
		SP:Iteration 9Q (190657.900000 sec): 3 clusters
  Score: Raw -798701.012320 + Penalty 4269.541987 = -794431.470333
  nChanged 103
		SP:Iteration 10Q (190658.120000 sec): 3 clusters
  Score: Raw -798753.806455 + Penalty 4269.541987 = -794484.264468
  nChanged 65
		SP:Iteration 11Q (190658.260000 sec): 3 clusters
  Score: Raw -798778.885309 + Penalty 4269.541987 = -794509.343322
  nChanged 50
		SP:Iteration 12Q (190658.480000 sec): 3 clusters
  Score: Raw -798801.652854 + Penalty 4269.541987 = -794532.110867
  nChanged 50
		SP:Iteration 13Q (190658.680000 sec): 3 clusters
  Score: Raw -798823.511897 + Penalty 4269.541987 = -794553.969909
  nChanged 37
		SP:Iteration 14Q (190658.900000 sec): 3 clusters
  Score: Raw -798838.903652 + Penalty 4269.541987 = -794569.361665
  nChanged 18
		SP:Iteration 15Q (190659.100000 sec): 3 clusters
  Score: Raw -798845.102490 + Penalty 4269.541987 = -794575.560503
  nChanged 21
		SP:Iteration 16Q (190659.300000 sec): 3 clusters
  Score: Raw -798852.485932 + Penalty 4269.541987 = -794582.943945
  nChanged 22
		SP:Iteration 17Q (190659.510000 sec): 3 clusters
  Score: Raw -798859.321634 + Penalty 4269.541987 = -794589.779647
  nChanged 10
		SP:Iteration 18Q (190659.730000 sec): 3 clusters
  Score: Raw -798862.781875 + Penalty 4269.541987 = -794593.239887
  nChanged 9
		SP:Iteration 19Q (190659.910000 sec): 3 clusters
  Score: Raw -798864.392510 + Penalty 4269.541987 = -794594.850523
  nChanged 8
		SP:Iteration 20F (190660.080000 sec): 3 clusters
  Score: Raw -798866.655660 + Penalty 4269.541987 = -794597.113673
  nChanged 13
		SP:Iteration 21Q (190660.250000 sec): 3 clusters
  Score: Raw -798869.628844 + Penalty 4269.541987 = -794600.086857
  nChanged 7
		SP:Iteration 22Q (190660.470000 sec): 3 clusters
  Score: Raw -798871.122983 + Penalty 4269.541987 = -794601.580996
  nChanged 5
		SP:Iteration 23Q (190660.660000 sec): 3 clusters
  Score: Raw -798872.684377 + Penalty 4269.541987 = -794603.142390
  nChanged 5
		SP:Iteration 24Q (190660.880000 sec): 3 clusters
  Score: Raw -798873.779599 + Penalty 4269.541987 = -794604.237612
  nChanged 7
		SP:Iteration 25Q (190661.060000 sec): 3 clusters
  Score: Raw -798875.846739 + Penalty 4269.541987 = -794606.304752
  nChanged 9
		SP:Iteration 26Q (190661.200000 sec): 3 clusters
  Score: Raw -798877.603828 + Penalty 4269.541987 = -794608.061841
  nChanged 6
		SP:Iteration 27Q (190661.380000 sec): 3 clusters
  Score: Raw -798878.715777 + Penalty 4269.541987 = -794609.173789
  nChanged 6
		SP:Iteration 28Q (190661.610000 sec): 3 clusters
  Score: Raw -798880.676901 + Penalty 4269.541987 = -794611.134914
  nChanged 3
		SP:Iteration 29Q (190661.760000 sec): 3 clusters
  Score: Raw -798882.071073 + Penalty 4269.541987 = -794612.529086
  nChanged 5
		SP:Iteration 30Q (190661.950000 sec): 3 clusters
  Score: Raw -798883.235522 + Penalty 4269.541987 = -794613.693535
  nChanged 7
		SP:Iteration 31Q (190662.080000 sec): 3 clusters
  Score: Raw -798884.702808 + Penalty 4269.541987 = -794615.160821
  nChanged 11
		SP:Iteration 32Q (190662.300000 sec): 3 clusters
  Score: Raw -798887.616581 + Penalty 4269.541987 = -794618.074593
  nChanged 4
		SP:Iteration 33Q (190662.440000 sec): 3 clusters
  Score: Raw -798888.209307 + Penalty 4269.541987 = -794618.667320
  nChanged 2
		SP:Iteration 34Q (190662.620000 sec): 3 clusters
  Score: Raw -798888.586057 + Penalty 4269.541987 = -794619.044070
  nChanged 2
		SP:Iteration 35Q (190662.860000 sec): 3 clusters
  Score: Raw -798888.831142 + Penalty 4269.541987 = -794619.289154
  nChanged 1
		SP:Iteration 36Q (190663.040000 sec): 3 clusters
  Score: Raw -798888.973517 + Penalty 4269.541987 = -794619.431529
  nChanged 0
		SP:Iteration 37F (190663.260000 sec): 3 clusters
  Score: Raw -798888.973517 + Penalty 4269.541987 = -794619.431529
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 65 (8968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190663.390000 sec): 2 clusters
  Score: Raw -1428440.202495 + Penalty 2257.151655 = -1426183.050840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190663.590000 sec): 3 clusters
  Score: Raw -1423715.160658 + Penalty 4514.303311 = -1419200.857347
  nChanged 3726
		SP:Iteration 1F (190663.840000 sec): 3 clusters
  Score: Raw -1425829.453023 + Penalty 4514.303311 = -1421315.149712
  nChanged 740
		SP:Iteration 2F (190664.100000 sec): 3 clusters
  Score: Raw -1426385.552100 + Penalty 4514.303311 = -1421871.248790
  nChanged 699
		SP:Iteration 3F (190664.260000 sec): 3 clusters
  Score: Raw -1426991.607494 + Penalty 4514.303311 = -1422477.304184
  nChanged 674
		SP:Iteration 4F (190664.500000 sec): 3 clusters
  Score: Raw -1427596.842585 + Penalty 4514.303311 = -1423082.539275
  nChanged 597
		SP:Iteration 5F (190664.730000 sec): 3 clusters
  Score: Raw -1428086.072169 + Penalty 4514.303311 = -1423571.768858
  nChanged 460
		SP:Iteration 6F (190665.020000 sec): 3 clusters
  Score: Raw -1428404.847526 + Penalty 4514.303311 = -1423890.544215
  nChanged 342
		SP:Iteration 7Q (190665.250000 sec): 3 clusters
  Score: Raw -1428632.842694 + Penalty 4514.303311 = -1424118.539384
  nChanged 279
		SP:Iteration 8Q (190665.520000 sec): 3 clusters
  Score: Raw -1428810.839011 + Penalty 4514.303311 = -1424296.535701
  nChanged 245
		SP:Iteration 9Q (190665.780000 sec): 3 clusters
  Score: Raw -1428927.557779 + Penalty 4514.303311 = -1424413.254468
  nChanged 139
		SP:Iteration 10Q (190666.050000 sec): 3 clusters
  Score: Raw -1428986.711439 + Penalty 4514.303311 = -1424472.408128
  nChanged 105
		SP:Iteration 11Q (190666.280000 sec): 3 clusters
  Score: Raw -1429023.909786 + Penalty 4514.303311 = -1424509.606476
  nChanged 71
		SP:Iteration 12Q (190666.540000 sec): 3 clusters
  Score: Raw -1429045.907268 + Penalty 4514.303311 = -1424531.603958
  nChanged 68
		SP:Iteration 13Q (190666.800000 sec): 3 clusters
  Score: Raw -1429063.209255 + Penalty 4514.303311 = -1424548.905944
  nChanged 58
		SP:Iteration 14Q (190667.030000 sec): 3 clusters
  Score: Raw -1429076.908096 + Penalty 4514.303311 = -1424562.604786
  nChanged 52
		SP:Iteration 15Q (190667.280000 sec): 3 clusters
  Score: Raw -1429088.620400 + Penalty 4514.303311 = -1424574.317090
  nChanged 42
		SP:Iteration 16Q (190667.470000 sec): 3 clusters
  Score: Raw -1429098.532549 + Penalty 4514.303311 = -1424584.229239
  nChanged 42
		SP:Iteration 17Q (190667.740000 sec): 3 clusters
  Score: Raw -1429107.302085 + Penalty 4514.303311 = -1424592.998774
  nChanged 35
		SP:Iteration 18Q (190667.940000 sec): 3 clusters
  Score: Raw -1429115.699972 + Penalty 4514.303311 = -1424601.396662
  nChanged 40
		SP:Iteration 19Q (190668.100000 sec): 3 clusters
  Score: Raw -1429126.763535 + Penalty 4514.303311 = -1424612.460225
  nChanged 45
		SP:Iteration 20F (190668.310000 sec): 3 clusters
  Score: Raw -1429136.883881 + Penalty 4514.303311 = -1424622.580570
  nChanged 36
		SP:Iteration 21Q (190668.480000 sec): 3 clusters
  Score: Raw -1429143.509560 + Penalty 4514.303311 = -1424629.206250
  nChanged 33
		SP:Iteration 22Q (190668.640000 sec): 3 clusters
  Score: Raw -1429149.980025 + Penalty 4514.303311 = -1424635.676715
  nChanged 18
		SP:Iteration 23Q (190668.850000 sec): 3 clusters
  Score: Raw -1429153.602954 + Penalty 4514.303311 = -1424639.299643
  nChanged 22
		SP:Iteration 24Q (190668.960000 sec): 3 clusters
  Score: Raw -1429157.813166 + Penalty 4514.303311 = -1424643.509855
  nChanged 19
		SP:Iteration 25Q (190669.180000 sec): 3 clusters
  Score: Raw -1429162.025382 + Penalty 4514.303311 = -1424647.722071
  nChanged 27
		SP:Iteration 26Q (190669.320000 sec): 3 clusters
  Score: Raw -1429168.080595 + Penalty 4514.303311 = -1424653.777284
  nChanged 26
		SP:Iteration 27Q (190669.440000 sec): 3 clusters
  Score: Raw -1429173.121244 + Penalty 4514.303311 = -1424658.817934
  nChanged 22
		SP:Iteration 28Q (190669.580000 sec): 3 clusters
  Score: Raw -1429177.265038 + Penalty 4514.303311 = -1424662.961728
  nChanged 13
		SP:Iteration 29Q (190669.710000 sec): 3 clusters
  Score: Raw -1429179.744015 + Penalty 4514.303311 = -1424665.440705
  nChanged 10
		SP:Iteration 30Q (190669.840000 sec): 3 clusters
  Score: Raw -1429182.277462 + Penalty 4514.303311 = -1424667.974151
  nChanged 13
		SP:Iteration 31Q (190669.980000 sec): 3 clusters
  Score: Raw -1429185.354513 + Penalty 4514.303311 = -1424671.051202
  nChanged 15
		SP:Iteration 32Q (190670.110000 sec): 3 clusters
  Score: Raw -1429189.386131 + Penalty 4514.303311 = -1424675.082821
  nChanged 19
		SP:Iteration 33Q (190670.240000 sec): 3 clusters
  Score: Raw -1429193.780805 + Penalty 4514.303311 = -1424679.477495
  nChanged 14
		SP:Iteration 34Q (190670.370000 sec): 3 clusters
  Score: Raw -1429197.049038 + Penalty 4514.303311 = -1424682.745727
  nChanged 18
		SP:Iteration 35Q (190670.500000 sec): 3 clusters
  Score: Raw -1429201.285922 + Penalty 4514.303311 = -1424686.982611
  nChanged 16
		SP:Iteration 36Q (190670.640000 sec): 3 clusters
  Score: Raw -1429205.963017 + Penalty 4514.303311 = -1424691.659707
  nChanged 19
		SP:Iteration 37Q (190670.770000 sec): 3 clusters
  Score: Raw -1429211.705168 + Penalty 4514.303311 = -1424697.401858
  nChanged 28
		SP:Iteration 38Q (190670.910000 sec): 3 clusters
  Score: Raw -1429217.799377 + Penalty 4514.303311 = -1424703.496067
  nChanged 19
		SP:Iteration 39Q (190671.060000 sec): 3 clusters
  Score: Raw -1429223.129848 + Penalty 4514.303311 = -1424708.826537
  nChanged 30
		SP:Iteration 40F (190671.280000 sec): 3 clusters
  Score: Raw -1429232.367145 + Penalty 4514.303311 = -1424718.063834
  nChanged 43
		SP:Iteration 41Q (190671.500000 sec): 3 clusters
  Score: Raw -1429247.602349 + Penalty 4514.303311 = -1424733.299039
  nChanged 53
		SP:Iteration 42Q (190671.740000 sec): 3 clusters
  Score: Raw -1429265.615788 + Penalty 4514.303311 = -1424751.312477
  nChanged 52
		SP:Iteration 43Q (190671.960000 sec): 3 clusters
  Score: Raw -1429279.404774 + Penalty 4514.303311 = -1424765.101463
  nChanged 42
		SP:Iteration 44Q (190672.210000 sec): 3 clusters
  Score: Raw -1429290.827476 + Penalty 4514.303311 = -1424776.524166
  nChanged 35
		SP:Iteration 45Q (190672.430000 sec): 3 clusters
  Score: Raw -1429300.918521 + Penalty 4514.303311 = -1424786.615210
  nChanged 38
		SP:Iteration 46Q (190672.580000 sec): 3 clusters
  Score: Raw -1429313.242571 + Penalty 4514.303311 = -1424798.939261
  nChanged 38
		SP:Iteration 47Q (190672.780000 sec): 3 clusters
  Score: Raw -1429324.327482 + Penalty 4514.303311 = -1424810.024172
  nChanged 40
		SP:Iteration 48Q (190672.960000 sec): 3 clusters
  Score: Raw -1429337.170064 + Penalty 4514.303311 = -1424822.866753
  nChanged 43
		SP:Iteration 49Q (190673.200000 sec): 3 clusters
  Score: Raw -1429354.633616 + Penalty 4514.303311 = -1424840.330306
  nChanged 51
		SP:Iteration 50Q (190673.380000 sec): 3 clusters
  Score: Raw -1429368.829585 + Penalty 4514.303311 = -1424854.526275
  nChanged 47
		SP:Iteration 51Q (190673.680000 sec): 3 clusters
  Score: Raw -1429384.351926 + Penalty 4514.303311 = -1424870.048616
  nChanged 39
		SP:Iteration 52Q (190673.880000 sec): 3 clusters
  Score: Raw -1429396.380096 + Penalty 4514.303311 = -1424882.076785
  nChanged 36
		SP:Iteration 53Q (190674.120000 sec): 3 clusters
  Score: Raw -1429405.498351 + Penalty 4514.303311 = -1424891.195040
  nChanged 39
		SP:Iteration 54Q (190674.400000 sec): 3 clusters
  Score: Raw -1429416.417671 + Penalty 4514.303311 = -1424902.114360
  nChanged 29
		SP:Iteration 55Q (190674.640000 sec): 3 clusters
  Score: Raw -1429424.408637 + Penalty 4514.303311 = -1424910.105327
  nChanged 32
		SP:Iteration 56Q (190674.810000 sec): 3 clusters
  Score: Raw -1429435.079697 + Penalty 4514.303311 = -1424920.776386
  nChanged 28
		SP:Iteration 57Q (190674.990000 sec): 3 clusters
  Score: Raw -1429442.039625 + Penalty 4514.303311 = -1424927.736314
  nChanged 29
		SP:Iteration 58Q (190675.250000 sec): 3 clusters
  Score: Raw -1429449.701263 + Penalty 4514.303311 = -1424935.397952
  nChanged 25
		SP:Iteration 59Q (190675.500000 sec): 3 clusters
  Score: Raw -1429455.633508 + Penalty 4514.303311 = -1424941.330198
  nChanged 31
		SP:Iteration 60F (190675.690000 sec): 3 clusters
  Score: Raw -1429465.357037 + Penalty 4514.303311 = -1424951.053726
  nChanged 40
		SP:Iteration 61Q (190675.920000 sec): 3 clusters
  Score: Raw -1429475.735618 + Penalty 4514.303311 = -1424961.432308
  nChanged 32
		SP:Iteration 62Q (190676.120000 sec): 3 clusters
  Score: Raw -1429484.224084 + Penalty 4514.303311 = -1424969.920774
  nChanged 34
		SP:Iteration 63Q (190676.300000 sec): 3 clusters
  Score: Raw -1429493.513465 + Penalty 4514.303311 = -1424979.210154
  nChanged 35
		SP:Iteration 64Q (190676.520000 sec): 3 clusters
  Score: Raw -1429503.838973 + Penalty 4514.303311 = -1424989.535663
  nChanged 41
		SP:Iteration 65Q (190676.780000 sec): 3 clusters
  Score: Raw -1429515.095559 + Penalty 4514.303311 = -1425000.792248
  nChanged 32
		SP:Iteration 66Q (190677.020000 sec): 3 clusters
  Score: Raw -1429523.995213 + Penalty 4514.303311 = -1425009.691903
  nChanged 29
		SP:Iteration 67Q (190677.220000 sec): 3 clusters
  Score: Raw -1429531.942024 + Penalty 4514.303311 = -1425017.638713
  nChanged 35
		SP:Iteration 68Q (190677.470000 sec): 3 clusters
  Score: Raw -1429540.981216 + Penalty 4514.303311 = -1425026.677906
  nChanged 25
		SP:Iteration 69Q (190677.720000 sec): 3 clusters
  Score: Raw -1429547.750126 + Penalty 4514.303311 = -1425033.446815
  nChanged 25
		SP:Iteration 70Q (190677.920000 sec): 3 clusters
  Score: Raw -1429553.303291 + Penalty 4514.303311 = -1425038.999981
  nChanged 25
		SP:Iteration 71Q (190678.200000 sec): 3 clusters
  Score: Raw -1429560.900454 + Penalty 4514.303311 = -1425046.597144
  nChanged 29
		SP:Iteration 72Q (190678.380000 sec): 3 clusters
  Score: Raw -1429570.098738 + Penalty 4514.303311 = -1425055.795428
  nChanged 33
		SP:Iteration 73Q (190678.600000 sec): 3 clusters
  Score: Raw -1429579.603842 + Penalty 4514.303311 = -1425065.300532
  nChanged 28
		SP:Iteration 74Q (190678.850000 sec): 3 clusters
  Score: Raw -1429587.245042 + Penalty 4514.303311 = -1425072.941731
  nChanged 20
		SP:Iteration 75Q (190679.040000 sec): 3 clusters
  Score: Raw -1429591.773822 + Penalty 4514.303311 = -1425077.470512
  nChanged 14
		SP:Iteration 76Q (190679.270000 sec): 3 clusters
  Score: Raw -1429595.266368 + Penalty 4514.303311 = -1425080.963058
  nChanged 14
		SP:Iteration 77Q (190679.510000 sec): 3 clusters
  Score: Raw -1429598.509873 + Penalty 4514.303311 = -1425084.206563
  nChanged 9
		SP:Iteration 78Q (190679.710000 sec): 3 clusters
  Score: Raw -1429600.498967 + Penalty 4514.303311 = -1425086.195656
  nChanged 11
		SP:Iteration 79Q (190679.990000 sec): 3 clusters
  Score: Raw -1429603.168571 + Penalty 4514.303311 = -1425088.865260
  nChanged 9
		SP:Iteration 80F (190680.280000 sec): 3 clusters
  Score: Raw -1429604.789901 + Penalty 4514.303311 = -1425090.486591
  nChanged 5
		SP:Iteration 81Q (190680.520000 sec): 3 clusters
  Score: Raw -1429606.037689 + Penalty 4514.303311 = -1425091.734378
  nChanged 1
		SP:Iteration 82Q (190680.770000 sec): 3 clusters
  Score: Raw -1429606.205958 + Penalty 4514.303311 = -1425091.902648
  nChanged 1
		SP:Iteration 83Q (190681.060000 sec): 3 clusters
  Score: Raw -1429606.354075 + Penalty 4514.303311 = -1425092.050765
  nChanged 0
		SP:Iteration 84F (190681.280000 sec): 3 clusters
  Score: Raw -1429606.354075 + Penalty 4514.303311 = -1425092.050765
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 66 (1247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190681.420000 sec): 2 clusters
  Score: Raw -182945.682883 + Penalty 1767.866995 = -181177.815889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190681.520000 sec): 3 clusters
  Score: Raw -182737.235643 + Penalty 3535.733989 = -179201.501654
  nChanged 384
		SP:Iteration 1F (190681.640000 sec): 3 clusters
  Score: Raw -183514.177799 + Penalty 3535.733989 = -179978.443810
  nChanged 170
		SP:Iteration 2F (190681.800000 sec): 3 clusters
  Score: Raw -183873.209440 + Penalty 3535.733989 = -180337.475451
  nChanged 83
		SP:Iteration 3F (190681.940000 sec): 3 clusters
  Score: Raw -183998.248203 + Penalty 3535.733989 = -180462.514214
  nChanged 42
		SP:Iteration 4Q (190682.080000 sec): 3 clusters
  Score: Raw -184072.921002 + Penalty 3535.733989 = -180537.187013
  nChanged 26
		SP:Iteration 5Q (190682.200000 sec): 3 clusters
  Score: Raw -184102.311666 + Penalty 3535.733989 = -180566.577677
  nChanged 14
		SP:Iteration 6Q (190682.320000 sec): 3 clusters
  Score: Raw -184115.287838 + Penalty 3535.733989 = -180579.553849
  nChanged 2
		SP:Iteration 7Q (190682.470000 sec): 3 clusters
  Score: Raw -184121.422168 + Penalty 3535.733989 = -180585.688179
  nChanged 1
		SP:Iteration 8Q (190682.640000 sec): 3 clusters
  Score: Raw -184122.474819 + Penalty 3535.733989 = -180586.740830
  nChanged 0
		SP:Iteration 9F (190682.780000 sec): 3 clusters
  Score: Raw -184122.474819 + Penalty 3535.733989 = -180586.740830
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 67 (1650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190682.940000 sec): 2 clusters
  Score: Raw -258310.440066 + Penalty 1837.315581 = -256473.124485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190683.080000 sec): 3 clusters
  Score: Raw -257730.338679 + Penalty 3674.631161 = -254055.707518
  nChanged 501
		SP:Iteration 1F (190683.270000 sec): 3 clusters
  Score: Raw -258117.918266 + Penalty 3674.631161 = -254443.287105
  nChanged 105
		SP:Iteration 2F (190683.380000 sec): 3 clusters
  Score: Raw -258222.366890 + Penalty 3674.631161 = -254547.735729
  nChanged 66
		SP:Iteration 3Q (190683.560000 sec): 3 clusters
  Score: Raw -258293.066559 + Penalty 3674.631161 = -254618.435398
  nChanged 39
		SP:Iteration 4Q (190683.680000 sec): 3 clusters
  Score: Raw -258329.522467 + Penalty 3674.631161 = -254654.891306
  nChanged 39
		SP:Iteration 5Q (190683.820000 sec): 3 clusters
  Score: Raw -258368.646987 + Penalty 3674.631161 = -254694.015826
  nChanged 44
		SP:Iteration 6Q (190683.920000 sec): 3 clusters
  Score: Raw -258402.192639 + Penalty 3674.631161 = -254727.561478
  nChanged 27
		SP:Iteration 7Q (190684.020000 sec): 3 clusters
  Score: Raw -258429.950908 + Penalty 3674.631161 = -254755.319747
  nChanged 16
		SP:Iteration 8Q (190684.170000 sec): 3 clusters
  Score: Raw -258450.637000 + Penalty 3674.631161 = -254776.005839
  nChanged 16
		SP:Iteration 9Q (190684.310000 sec): 3 clusters
  Score: Raw -258464.155434 + Penalty 3674.631161 = -254789.524273
  nChanged 12
		SP:Iteration 10Q (190684.400000 sec): 3 clusters
  Score: Raw -258476.552738 + Penalty 3674.631161 = -254801.921577
  nChanged 18
		SP:Iteration 11Q (190684.540000 sec): 3 clusters
  Score: Raw -258497.000424 + Penalty 3674.631161 = -254822.369263
  nChanged 21
		SP:Iteration 12Q (190684.640000 sec): 3 clusters
  Score: Raw -258521.037686 + Penalty 3674.631161 = -254846.406525
  nChanged 26
		SP:Iteration 13Q (190684.740000 sec): 3 clusters
  Score: Raw -258539.237826 + Penalty 3674.631161 = -254864.606664
  nChanged 17
		SP:Iteration 14Q (190684.890000 sec): 3 clusters
  Score: Raw -258555.264114 + Penalty 3674.631161 = -254880.632953
  nChanged 19
		SP:Iteration 15Q (190684.980000 sec): 3 clusters
  Score: Raw -258573.055228 + Penalty 3674.631161 = -254898.424067
  nChanged 10
		SP:Iteration 16Q (190685.120000 sec): 3 clusters
  Score: Raw -258579.604815 + Penalty 3674.631161 = -254904.973654
  nChanged 6
		SP:Iteration 17Q (190685.220000 sec): 3 clusters
  Score: Raw -258586.535905 + Penalty 3674.631161 = -254911.904744
  nChanged 10
		SP:Iteration 18Q (190685.320000 sec): 3 clusters
  Score: Raw -258596.096958 + Penalty 3674.631161 = -254921.465797
  nChanged 6
		SP:Iteration 19Q (190685.470000 sec): 3 clusters
  Score: Raw -258602.914831 + Penalty 3674.631161 = -254928.283670
  nChanged 9
		SP:Iteration 20F (190685.550000 sec): 3 clusters
  Score: Raw -258610.424409 + Penalty 3674.631161 = -254935.793247
  nChanged 7
		SP:Iteration 21Q (190685.700000 sec): 3 clusters
  Score: Raw -258616.941258 + Penalty 3674.631161 = -254942.310096
  nChanged 8
		SP:Iteration 22Q (190685.790000 sec): 3 clusters
  Score: Raw -258626.415383 + Penalty 3674.631161 = -254951.784222
  nChanged 12
		SP:Iteration 23Q (190685.900000 sec): 3 clusters
  Score: Raw -258637.199579 + Penalty 3674.631161 = -254962.568418
  nChanged 5
		SP:Iteration 24Q (190686.040000 sec): 3 clusters
  Score: Raw -258640.690777 + Penalty 3674.631161 = -254966.059616
  nChanged 5
		SP:Iteration 25Q (190686.130000 sec): 3 clusters
  Score: Raw -258643.588115 + Penalty 3674.631161 = -254968.956954
  nChanged 3
		SP:Iteration 26Q (190686.270000 sec): 3 clusters
  Score: Raw -258646.311782 + Penalty 3674.631161 = -254971.680621
  nChanged 5
		SP:Iteration 27Q (190686.370000 sec): 3 clusters
  Score: Raw -258652.234639 + Penalty 3674.631161 = -254977.603478
  nChanged 3
		SP:Iteration 28Q (190686.510000 sec): 3 clusters
  Score: Raw -258654.347045 + Penalty 3674.631161 = -254979.715884
  nChanged 5
		SP:Iteration 29Q (190686.620000 sec): 3 clusters
  Score: Raw -258657.831764 + Penalty 3674.631161 = -254983.200603
  nChanged 5
		SP:Iteration 30Q (190686.760000 sec): 3 clusters
  Score: Raw -258662.471949 + Penalty 3674.631161 = -254987.840787
  nChanged 8
		SP:Iteration 31Q (190686.900000 sec): 3 clusters
  Score: Raw -258671.175261 + Penalty 3674.631161 = -254996.544100
  nChanged 11
		SP:Iteration 32Q (190687.050000 sec): 3 clusters
  Score: Raw -258679.042248 + Penalty 3674.631161 = -255004.411087
  nChanged 8
		SP:Iteration 33Q (190687.190000 sec): 3 clusters
  Score: Raw -258684.226804 + Penalty 3674.631161 = -255009.595642
  nChanged 8
		SP:Iteration 34Q (190687.300000 sec): 3 clusters
  Score: Raw -258691.034682 + Penalty 3674.631161 = -255016.403521
  nChanged 3
		SP:Iteration 35Q (190687.480000 sec): 3 clusters
  Score: Raw -258692.524098 + Penalty 3674.631161 = -255017.892937
  nChanged 0
		SP:Iteration 36F (190687.560000 sec): 3 clusters
  Score: Raw -258692.524098 + Penalty 3674.631161 = -255017.892937
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 68 (4421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190687.720000 sec): 2 clusters
  Score: Raw -688990.589814 + Penalty 2081.742056 = -686908.847758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190687.950000 sec): 3 clusters
  Score: Raw -686915.268537 + Penalty 4163.484112 = -682751.784425
  nChanged 1678
		SP:Iteration 1F (190688.120000 sec): 3 clusters
  Score: Raw -687927.923726 + Penalty 4163.484112 = -683764.439614
  nChanged 369
		SP:Iteration 2F (190688.240000 sec): 3 clusters
  Score: Raw -688251.818926 + Penalty 4163.484112 = -684088.334814
  nChanged 357
		SP:Iteration 3F (190688.430000 sec): 3 clusters
  Score: Raw -688687.591211 + Penalty 4163.484112 = -684524.107099
  nChanged 391
		SP:Iteration 4F (190688.630000 sec): 3 clusters
  Score: Raw -689207.385456 + Penalty 4163.484112 = -685043.901344
  nChanged 350
		SP:Iteration 5F (190688.740000 sec): 3 clusters
  Score: Raw -689598.891088 + Penalty 4163.484112 = -685435.406976
  nChanged 235
		SP:Iteration 6F (190688.940000 sec): 3 clusters
  Score: Raw -689809.740723 + Penalty 4163.484112 = -685646.256611
  nChanged 173
		SP:Iteration 7Q (190689.070000 sec): 3 clusters
  Score: Raw -689955.371861 + Penalty 4163.484112 = -685791.887749
  nChanged 120
		SP:Iteration 8Q (190689.280000 sec): 3 clusters
  Score: Raw -690037.009980 + Penalty 4163.484112 = -685873.525868
  nChanged 90
		SP:Iteration 9Q (190689.510000 sec): 3 clusters
  Score: Raw -690092.839502 + Penalty 4163.484112 = -685929.355390
  nChanged 69
		SP:Iteration 10Q (190689.660000 sec): 3 clusters
  Score: Raw -690130.843383 + Penalty 4163.484112 = -685967.359271
  nChanged 45
		SP:Iteration 11Q (190689.800000 sec): 3 clusters
  Score: Raw -690153.815236 + Penalty 4163.484112 = -685990.331124
  nChanged 26
		SP:Iteration 12Q (190689.950000 sec): 3 clusters
  Score: Raw -690163.723470 + Penalty 4163.484112 = -686000.239358
  nChanged 13
		SP:Iteration 13Q (190690.100000 sec): 3 clusters
  Score: Raw -690169.829140 + Penalty 4163.484112 = -686006.345027
  nChanged 17
		SP:Iteration 14Q (190690.290000 sec): 3 clusters
  Score: Raw -690175.983568 + Penalty 4163.484112 = -686012.499456
  nChanged 6
		SP:Iteration 15Q (190690.480000 sec): 3 clusters
  Score: Raw -690178.138147 + Penalty 4163.484112 = -686014.654035
  nChanged 4
		SP:Iteration 16Q (190690.700000 sec): 3 clusters
  Score: Raw -690179.444970 + Penalty 4163.484112 = -686015.960858
  nChanged 4
		SP:Iteration 17Q (190690.830000 sec): 3 clusters
  Score: Raw -690182.115364 + Penalty 4163.484112 = -686018.631252
  nChanged 8
		SP:Iteration 18Q (190691.020000 sec): 3 clusters
  Score: Raw -690186.117631 + Penalty 4163.484112 = -686022.633519
  nChanged 10
		SP:Iteration 19Q (190691.200000 sec): 3 clusters
  Score: Raw -690189.824046 + Penalty 4163.484112 = -686026.339934
  nChanged 10
		SP:Iteration 20F (190691.380000 sec): 3 clusters
  Score: Raw -690192.900438 + Penalty 4163.484112 = -686029.416326
  nChanged 8
		SP:Iteration 21Q (190691.560000 sec): 3 clusters
  Score: Raw -690195.473351 + Penalty 4163.484112 = -686031.989239
  nChanged 6
		SP:Iteration 22Q (190691.770000 sec): 3 clusters
  Score: Raw -690197.362448 + Penalty 4163.484112 = -686033.878336
  nChanged 3
		SP:Iteration 23Q (190692.050000 sec): 3 clusters
  Score: Raw -690198.154014 + Penalty 4163.484112 = -686034.669902
  nChanged 1
		SP:Iteration 24Q (190692.290000 sec): 3 clusters
  Score: Raw -690198.305528 + Penalty 4163.484112 = -686034.821415
  nChanged 0
		SP:Iteration 25F (190692.440000 sec): 3 clusters
  Score: Raw -690198.305528 + Penalty 4163.484112 = -686034.821415
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 69 (2419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190692.560000 sec): 2 clusters
  Score: Raw -388213.720402 + Penalty 1932.195159 = -386281.525243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190692.730000 sec): 3 clusters
  Score: Raw -387248.421342 + Penalty 3864.390317 = -383384.031024
  nChanged 786
		SP:Iteration 1F (190692.870000 sec): 3 clusters
  Score: Raw -387798.465185 + Penalty 3864.390317 = -383934.074868
  nChanged 171
		SP:Iteration 2F (190693.000000 sec): 3 clusters
  Score: Raw -387931.531551 + Penalty 3864.390317 = -384067.141234
  nChanged 101
		SP:Iteration 3Q (190693.160000 sec): 3 clusters
  Score: Raw -388019.673616 + Penalty 3864.390317 = -384155.283299
  nChanged 104
		SP:Iteration 4Q (190693.300000 sec): 3 clusters
  Score: Raw -388091.653546 + Penalty 3864.390317 = -384227.263228
  nChanged 59
		SP:Iteration 5Q (190693.480000 sec): 3 clusters
  Score: Raw -388131.452333 + Penalty 3864.390317 = -384267.062016
  nChanged 52
		SP:Iteration 6Q (190693.610000 sec): 3 clusters
  Score: Raw -388167.137518 + Penalty 3864.390317 = -384302.747201
  nChanged 51
		SP:Iteration 7Q (190693.760000 sec): 3 clusters
  Score: Raw -388205.187110 + Penalty 3864.390317 = -384340.796793
  nChanged 32
		SP:Iteration 8Q (190693.900000 sec): 3 clusters
  Score: Raw -388224.362317 + Penalty 3864.390317 = -384359.972000
  nChanged 21
		SP:Iteration 9Q (190694.060000 sec): 3 clusters
  Score: Raw -388240.987314 + Penalty 3864.390317 = -384376.596997
  nChanged 26
		SP:Iteration 10Q (190694.210000 sec): 3 clusters
  Score: Raw -388257.264772 + Penalty 3864.390317 = -384392.874454
  nChanged 17
		SP:Iteration 11Q (190694.380000 sec): 3 clusters
  Score: Raw -388268.882570 + Penalty 3864.390317 = -384404.492252
  nChanged 25
		SP:Iteration 12Q (190694.530000 sec): 3 clusters
  Score: Raw -388283.717348 + Penalty 3864.390317 = -384419.327030
  nChanged 18
		SP:Iteration 13Q (190694.630000 sec): 3 clusters
  Score: Raw -388297.702340 + Penalty 3864.390317 = -384433.312023
  nChanged 12
		SP:Iteration 14Q (190694.770000 sec): 3 clusters
  Score: Raw -388305.468285 + Penalty 3864.390317 = -384441.077968
  nChanged 11
		SP:Iteration 15Q (190694.930000 sec): 3 clusters
  Score: Raw -388312.325923 + Penalty 3864.390317 = -384447.935606
  nChanged 11
		SP:Iteration 16Q (190695.110000 sec): 3 clusters
  Score: Raw -388318.484461 + Penalty 3864.390317 = -384454.094144
  nChanged 6
		SP:Iteration 17Q (190695.260000 sec): 3 clusters
  Score: Raw -388322.566503 + Penalty 3864.390317 = -384458.176186
  nChanged 9
		SP:Iteration 18Q (190695.420000 sec): 3 clusters
  Score: Raw -388327.738441 + Penalty 3864.390317 = -384463.348123
  nChanged 10
		SP:Iteration 19Q (190695.530000 sec): 3 clusters
  Score: Raw -388333.841828 + Penalty 3864.390317 = -384469.451511
  nChanged 7
		SP:Iteration 20F (190695.700000 sec): 3 clusters
  Score: Raw -388338.296575 + Penalty 3864.390317 = -384473.906257
  nChanged 10
		SP:Iteration 21Q (190695.860000 sec): 3 clusters
  Score: Raw -388342.487164 + Penalty 3864.390317 = -384478.096847
  nChanged 7
		SP:Iteration 22Q (190696.040000 sec): 3 clusters
  Score: Raw -388345.924362 + Penalty 3864.390317 = -384481.534045
  nChanged 4
		SP:Iteration 23Q (190696.200000 sec): 3 clusters
  Score: Raw -388348.347684 + Penalty 3864.390317 = -384483.957367
  nChanged 4
		SP:Iteration 24Q (190696.310000 sec): 3 clusters
  Score: Raw -388351.380073 + Penalty 3864.390317 = -384486.989756
  nChanged 7
		SP:Iteration 25Q (190696.470000 sec): 3 clusters
  Score: Raw -388354.433007 + Penalty 3864.390317 = -384490.042690
  nChanged 5
		SP:Iteration 26Q (190696.620000 sec): 3 clusters
  Score: Raw -388359.067895 + Penalty 3864.390317 = -384494.677577
  nChanged 8
		SP:Iteration 27Q (190696.730000 sec): 3 clusters
  Score: Raw -388365.743437 + Penalty 3864.390317 = -384501.353120
  nChanged 12
		SP:Iteration 28Q (190696.880000 sec): 3 clusters
  Score: Raw -388372.705847 + Penalty 3864.390317 = -384508.315530
  nChanged 6
		SP:Iteration 29Q (190696.970000 sec): 3 clusters
  Score: Raw -388375.208982 + Penalty 3864.390317 = -384510.818665
  nChanged 8
		SP:Iteration 30Q (190697.120000 sec): 3 clusters
  Score: Raw -388378.496849 + Penalty 3864.390317 = -384514.106532
  nChanged 7
		SP:Iteration 31Q (190697.280000 sec): 3 clusters
  Score: Raw -388382.560664 + Penalty 3864.390317 = -384518.170347
  nChanged 5
		SP:Iteration 32Q (190697.410000 sec): 3 clusters
  Score: Raw -388385.085066 + Penalty 3864.390317 = -384520.694748
  nChanged 4
		SP:Iteration 33Q (190697.550000 sec): 3 clusters
  Score: Raw -388388.714009 + Penalty 3864.390317 = -384524.323691
  nChanged 7
		SP:Iteration 34Q (190697.690000 sec): 3 clusters
  Score: Raw -388393.406810 + Penalty 3864.390317 = -384529.016492
  nChanged 5
		SP:Iteration 35Q (190697.820000 sec): 3 clusters
  Score: Raw -388396.825434 + Penalty 3864.390317 = -384532.435117
  nChanged 4
		SP:Iteration 36Q (190698.010000 sec): 3 clusters
  Score: Raw -388398.609970 + Penalty 3864.390317 = -384534.219652
  nChanged 4
		SP:Iteration 37Q (190698.220000 sec): 3 clusters
  Score: Raw -388401.245450 + Penalty 3864.390317 = -384536.855132
  nChanged 4
		SP:Iteration 38Q (190698.340000 sec): 3 clusters
  Score: Raw -388403.578642 + Penalty 3864.390317 = -384539.188325
  nChanged 3
		SP:Iteration 39Q (190698.510000 sec): 3 clusters
  Score: Raw -388404.907922 + Penalty 3864.390317 = -384540.517605
  nChanged 1
		SP:Iteration 40F (190698.650000 sec): 3 clusters
  Score: Raw -388405.266544 + Penalty 3864.390317 = -384540.876227
  nChanged 1
		SP:Iteration 41Q (190698.780000 sec): 3 clusters
  Score: Raw -388405.624089 + Penalty 3864.390317 = -384541.233772
  nChanged 1
		SP:Iteration 42Q (190698.930000 sec): 3 clusters
  Score: Raw -388406.063486 + Penalty 3864.390317 = -384541.673168
  nChanged 0
		SP:Iteration 43F (190699.070000 sec): 3 clusters
  Score: Raw -388406.063486 + Penalty 3864.390317 = -384541.673168
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 70 (4704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190699.210000 sec): 2 clusters
  Score: Raw -720475.493889 + Penalty 2097.129785 = -718378.364104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190699.480000 sec): 3 clusters
  Score: Raw -718262.384886 + Penalty 4194.259571 = -714068.125315
  nChanged 1805
		SP:Iteration 1F (190699.710000 sec): 3 clusters
  Score: Raw -719385.025565 + Penalty 4194.259571 = -715190.765994
  nChanged 352
		SP:Iteration 2F (190699.880000 sec): 3 clusters
  Score: Raw -719604.176594 + Penalty 4194.259571 = -715409.917023
  nChanged 278
		SP:Iteration 3F (190700.050000 sec): 3 clusters
  Score: Raw -719794.827683 + Penalty 4194.259571 = -715600.568112
  nChanged 212
		SP:Iteration 4Q (190700.240000 sec): 3 clusters
  Score: Raw -719936.667902 + Penalty 4194.259571 = -715742.408331
  nChanged 184
		SP:Iteration 5Q (190700.370000 sec): 3 clusters
  Score: Raw -720064.262218 + Penalty 4194.259571 = -715870.002647
  nChanged 172
		SP:Iteration 6Q (190700.620000 sec): 3 clusters
  Score: Raw -720177.275846 + Penalty 4194.259571 = -715983.016275
  nChanged 132
		SP:Iteration 7Q (190700.820000 sec): 3 clusters
  Score: Raw -720260.484993 + Penalty 4194.259571 = -716066.225422
  nChanged 117
		SP:Iteration 8Q (190701.050000 sec): 3 clusters
  Score: Raw -720333.231596 + Penalty 4194.259571 = -716138.972025
  nChanged 101
		SP:Iteration 9Q (190701.260000 sec): 3 clusters
  Score: Raw -720399.596361 + Penalty 4194.259571 = -716205.336790
  nChanged 90
		SP:Iteration 10Q (190701.440000 sec): 3 clusters
  Score: Raw -720449.053957 + Penalty 4194.259571 = -716254.794387
  nChanged 84
		SP:Iteration 11Q (190701.630000 sec): 3 clusters
  Score: Raw -720496.942252 + Penalty 4194.259571 = -716302.682681
  nChanged 82
		SP:Iteration 12Q (190701.820000 sec): 3 clusters
  Score: Raw -720552.300105 + Penalty 4194.259571 = -716358.040534
  nChanged 83
		SP:Iteration 13Q (190701.950000 sec): 3 clusters
  Score: Raw -720607.917872 + Penalty 4194.259571 = -716413.658301
  nChanged 80
		SP:Iteration 14Q (190702.140000 sec): 3 clusters
  Score: Raw -720659.054786 + Penalty 4194.259571 = -716464.795216
  nChanged 76
		SP:Iteration 15Q (190702.340000 sec): 3 clusters
  Score: Raw -720718.705262 + Penalty 4194.259571 = -716524.445691
  nChanged 91
		SP:Iteration 16Q (190702.470000 sec): 3 clusters
  Score: Raw -720779.475311 + Penalty 4194.259571 = -716585.215740
  nChanged 93
		SP:Iteration 17Q (190702.670000 sec): 3 clusters
  Score: Raw -720852.299099 + Penalty 4194.259571 = -716658.039528
  nChanged 106
		SP:Iteration 18Q (190702.790000 sec): 3 clusters
  Score: Raw -720916.421840 + Penalty 4194.259571 = -716722.162269
  nChanged 73
		SP:Iteration 19Q (190703.000000 sec): 3 clusters
  Score: Raw -720960.473181 + Penalty 4194.259571 = -716766.213610
  nChanged 71
		SP:Iteration 20F (190703.170000 sec): 3 clusters
  Score: Raw -721008.026688 + Penalty 4194.259571 = -716813.767118
  nChanged 73
		SP:Iteration 21Q (190703.380000 sec): 3 clusters
  Score: Raw -721051.540138 + Penalty 4194.259571 = -716857.280567
  nChanged 63
		SP:Iteration 22Q (190703.510000 sec): 3 clusters
  Score: Raw -721085.958739 + Penalty 4194.259571 = -716891.699168
  nChanged 62
		SP:Iteration 23Q (190703.700000 sec): 3 clusters
  Score: Raw -721114.723627 + Penalty 4194.259571 = -716920.464056
  nChanged 49
		SP:Iteration 24Q (190703.920000 sec): 3 clusters
  Score: Raw -721135.741187 + Penalty 4194.259571 = -716941.481616
  nChanged 42
		SP:Iteration 25Q (190704.130000 sec): 3 clusters
  Score: Raw -721157.668141 + Penalty 4194.259571 = -716963.408571
  nChanged 38
		SP:Iteration 26Q (190704.350000 sec): 3 clusters
  Score: Raw -721179.580467 + Penalty 4194.259571 = -716985.320897
  nChanged 45
		SP:Iteration 27Q (190704.600000 sec): 3 clusters
  Score: Raw -721200.226987 + Penalty 4194.259571 = -717005.967416
  nChanged 34
		SP:Iteration 28Q (190704.790000 sec): 3 clusters
  Score: Raw -721212.533390 + Penalty 4194.259571 = -717018.273819
  nChanged 21
		SP:Iteration 29Q (190705.010000 sec): 3 clusters
  Score: Raw -721219.793731 + Penalty 4194.259571 = -717025.534160
  nChanged 17
		SP:Iteration 30Q (190705.230000 sec): 3 clusters
  Score: Raw -721225.198326 + Penalty 4194.259571 = -717030.938755
  nChanged 13
		SP:Iteration 31Q (190705.430000 sec): 3 clusters
  Score: Raw -721229.272055 + Penalty 4194.259571 = -717035.012485
  nChanged 14
		SP:Iteration 32Q (190705.630000 sec): 3 clusters
  Score: Raw -721234.886139 + Penalty 4194.259571 = -717040.626569
  nChanged 12
		SP:Iteration 33Q (190705.820000 sec): 3 clusters
  Score: Raw -721237.775564 + Penalty 4194.259571 = -717043.515993
  nChanged 7
		SP:Iteration 34Q (190706.000000 sec): 3 clusters
  Score: Raw -721240.259149 + Penalty 4194.259571 = -717045.999578
  nChanged 7
		SP:Iteration 35Q (190706.210000 sec): 3 clusters
  Score: Raw -721242.441226 + Penalty 4194.259571 = -717048.181655
  nChanged 4
		SP:Iteration 36Q (190706.400000 sec): 3 clusters
  Score: Raw -721243.679545 + Penalty 4194.259571 = -717049.419974
  nChanged 7
		SP:Iteration 37Q (190706.520000 sec): 3 clusters
  Score: Raw -721246.984336 + Penalty 4194.259571 = -717052.724766
  nChanged 5
		SP:Iteration 38Q (190706.690000 sec): 3 clusters
  Score: Raw -721248.215046 + Penalty 4194.259571 = -717053.955475
  nChanged 4
		SP:Iteration 39Q (190706.830000 sec): 3 clusters
  Score: Raw -721249.488081 + Penalty 4194.259571 = -717055.228510
  nChanged 1
		SP:Iteration 40F (190707.040000 sec): 3 clusters
  Score: Raw -721250.182335 + Penalty 4194.259571 = -717055.922764
  nChanged 3
		SP:Iteration 41Q (190707.150000 sec): 3 clusters
  Score: Raw -721251.565154 + Penalty 4194.259571 = -717057.305583
  nChanged 5
		SP:Iteration 42Q (190707.330000 sec): 3 clusters
  Score: Raw -721253.201102 + Penalty 4194.259571 = -717058.941532
  nChanged 3
		SP:Iteration 43Q (190707.490000 sec): 3 clusters
  Score: Raw -721253.686110 + Penalty 4194.259571 = -717059.426539
  nChanged 1
		SP:Iteration 44Q (190707.660000 sec): 3 clusters
  Score: Raw -721253.800436 + Penalty 4194.259571 = -717059.540865
  nChanged 0
		SP:Iteration 45F (190707.750000 sec): 3 clusters
  Score: Raw -721253.800436 + Penalty 4194.259571 = -717059.540865
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 71 (314505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (190709.660000 sec): 2 clusters
  Score: Raw -49312020.239916 + Penalty 3139.371303 = -49308880.868613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (190712.430000 sec): 3 clusters
  Score: Raw -49103628.095547 + Penalty 6278.742606 = -49097349.352942
  nChanged 152322
		SP:Iteration 1F (190715.220000 sec): 3 clusters
  Score: Raw -49195358.516196 + Penalty 6278.742606 = -49189079.773591
  nChanged 9872
		SP:Iteration 2Q (190718.170000 sec): 3 clusters
  Score: Raw -49197927.788629 + Penalty 6278.742606 = -49191649.046023
  nChanged 11140
		SP:Iteration 3Q (190720.680000 sec): 3 clusters
  Score: Raw -49201439.042299 + Penalty 6278.742606 = -49195160.299694
  nChanged 12875
		SP:Iteration 4Q (190723.290000 sec): 3 clusters
  Score: Raw -49206188.003479 + Penalty 6278.742606 = -49199909.260873
  nChanged 14732
		SP:Iteration 5Q (190725.830000 sec): 3 clusters
  Score: Raw -49212491.237525 + Penalty 6278.742606 = -49206212.494920
  nChanged 16197
		SP:Iteration 6F (190728.160000 sec): 3 clusters
  Score: Raw -49220296.062088 + Penalty 6278.742606 = -49214017.319482
  nChanged 17425
		SP:Iteration 7F (190730.420000 sec): 3 clusters
  Score: Raw -49229873.506615 + Penalty 6278.742606 = -49223594.764009
  nChanged 17956
		SP:Iteration 8F (190732.710000 sec): 3 clusters
  Score: Raw -49240757.025806 + Penalty 6278.742606 = -49234478.283201
  nChanged 17424
		SP:Iteration 9F (190734.840000 sec): 3 clusters
  Score: Raw -49251459.459784 + Penalty 6278.742606 = -49245180.717178
  nChanged 15204
		SP:Iteration 10Q (190737.320000 sec): 3 clusters
  Score: Raw -49259547.876744 + Penalty 6278.742606 = -49253269.134138
  nChanged 11500
		SP:Iteration 11Q (190739.820000 sec): 3 clusters
  Score: Raw -49264109.770560 + Penalty 6278.742606 = -49257831.027955
  nChanged 7702
		SP:Iteration 12Q (190742.260000 sec): 3 clusters
  Score: Raw -49266329.323365 + Penalty 6278.742606 = -49260050.580759
  nChanged 5374
		SP:Iteration 13Q (190744.600000 sec): 3 clusters
  Score: Raw -49267748.906358 + Penalty 6278.742606 = -49261470.163753
  nChanged 4633
		SP:Iteration 14Q (190747.130000 sec): 3 clusters
  Score: Raw -49268995.369922 + Penalty 6278.742606 = -49262716.627316
  nChanged 4393
		SP:Iteration 15Q (190749.670000 sec): 3 clusters
  Score: Raw -49270175.735869 + Penalty 6278.742606 = -49263896.993263
  nChanged 4212
		SP:Iteration 16Q (190752.120000 sec): 3 clusters
  Score: Raw -49271281.281030 + Penalty 6278.742606 = -49265002.538424
  nChanged 4072
		SP:Iteration 17Q (190754.630000 sec): 3 clusters
  Score: Raw -49272323.465911 + Penalty 6278.742606 = -49266044.723305
  nChanged 3944
		SP:Iteration 18Q (190757.190000 sec): 3 clusters
  Score: Raw -49273297.169737 + Penalty 6278.742606 = -49267018.427131
  nChanged 3810
		SP:Iteration 19Q (190759.630000 sec): 3 clusters
  Score: Raw -49274201.316960 + Penalty 6278.742606 = -49267922.574354
  nChanged 3603
		SP:Iteration 20F (190762.030000 sec): 3 clusters
  Score: Raw -49275041.023048 + Penalty 6278.742606 = -49268762.280442
  nChanged 3464
		SP:Iteration 21Q (190764.530000 sec): 3 clusters
  Score: Raw -49275812.922676 + Penalty 6278.742606 = -49269534.180070
  nChanged 3296
		SP:Iteration 22Q (190766.980000 sec): 3 clusters
  Score: Raw -49276494.296559 + Penalty 6278.742606 = -49270215.553953
  nChanged 3072
		SP:Iteration 23Q (190769.640000 sec): 3 clusters
  Score: Raw -49277080.857835 + Penalty 6278.742606 = -49270802.115230
  nChanged 2838
		SP:Iteration 24Q (190772.170000 sec): 3 clusters
  Score: Raw -49277587.361484 + Penalty 6278.742606 = -49271308.618878
  nChanged 2633
		SP:Iteration 25Q (190774.810000 sec): 3 clusters
  Score: Raw -49278029.759539 + Penalty 6278.742606 = -49271751.016933
  nChanged 2449
		SP:Iteration 26Q (190777.340000 sec): 3 clusters
  Score: Raw -49278397.102919 + Penalty 6278.742606 = -49272118.360313
  nChanged 2133
		SP:Iteration 27Q (190779.860000 sec): 3 clusters
  Score: Raw -49278698.357457 + Penalty 6278.742606 = -49272419.614851
  nChanged 1974
		SP:Iteration 28Q (190782.320000 sec): 3 clusters
  Score: Raw -49278945.106526 + Penalty 6278.742606 = -49272666.363920
  nChanged 1856
		SP:Iteration 29Q (190785.120000 sec): 3 clusters
  Score: Raw -49279167.832377 + Penalty 6278.742606 = -49272889.089771
  nChanged 1715
		SP:Iteration 30Q (190787.720000 sec): 3 clusters
  Score: Raw -49279363.275113 + Penalty 6278.742606 = -49273084.532507
  nChanged 1615
		SP:Iteration 31Q (190790.100000 sec): 3 clusters
  Score: Raw -49279534.145522 + Penalty 6278.742606 = -49273255.402916
  nChanged 1491
		SP:Iteration 32Q (190792.650000 sec): 3 clusters
  Score: Raw -49279684.551929 + Penalty 6278.742606 = -49273405.809323
  nChanged 1424
		SP:Iteration 33Q (190795.130000 sec): 3 clusters
  Score: Raw -49279821.469898 + Penalty 6278.742606 = -49273542.727292
  nChanged 1330
		SP:Iteration 34Q (190797.560000 sec): 3 clusters
  Score: Raw -49279941.774681 + Penalty 6278.742606 = -49273663.032076
  nChanged 1197
		SP:Iteration 35Q (190800.060000 sec): 3 clusters
  Score: Raw -49280041.887748 + Penalty 6278.742606 = -49273763.145142
  nChanged 1102
		SP:Iteration 36Q (190802.650000 sec): 3 clusters
  Score: Raw -49280126.822409 + Penalty 6278.742606 = -49273848.079803
  nChanged 1045
		SP:Iteration 37Q (190804.890000 sec): 3 clusters
  Score: Raw -49280201.774270 + Penalty 6278.742606 = -49273923.031665
  nChanged 1006
		SP:Iteration 38Q (190807.390000 sec): 3 clusters
  Score: Raw -49280273.100214 + Penalty 6278.742606 = -49273994.357609
  nChanged 1008
		SP:Iteration 39Q (190809.880000 sec): 3 clusters
  Score: Raw -49280341.220771 + Penalty 6278.742606 = -49274062.478166
  nChanged 955
		SP:Iteration 40F (190812.110000 sec): 3 clusters
  Score: Raw -49280405.779681 + Penalty 6278.742606 = -49274127.037075
  nChanged 890
		SP:Iteration 41Q (190814.610000 sec): 3 clusters
  Score: Raw -49280463.183313 + Penalty 6278.742606 = -49274184.440707
  nChanged 849
		SP:Iteration 42Q (190817.270000 sec): 3 clusters
  Score: Raw -49280517.691189 + Penalty 6278.742606 = -49274238.948583
  nChanged 919
		SP:Iteration 43Q (190819.880000 sec): 3 clusters
  Score: Raw -49280577.455971 + Penalty 6278.742606 = -49274298.713365
  nChanged 915
		SP:Iteration 44Q (190822.960000 sec): 3 clusters
  Score: Raw -49280634.702281 + Penalty 6278.742606 = -49274355.959676
  nChanged 909
		SP:Iteration 45Q (190825.860000 sec): 3 clusters
  Score: Raw -49280692.015998 + Penalty 6278.742606 = -49274413.273392
  nChanged 966
		SP:Iteration 46Q (190828.730000 sec): 3 clusters
  Score: Raw -49280757.082032 + Penalty 6278.742606 = -49274478.339426
  nChanged 1032
		SP:Iteration 47Q (190831.650000 sec): 3 clusters
  Score: Raw -49280827.237117 + Penalty 6278.742606 = -49274548.494511
  nChanged 1048
		SP:Iteration 48Q (190834.040000 sec): 3 clusters
  Score: Raw -49280900.229031 + Penalty 6278.742606 = -49274621.486425
  nChanged 1081
		SP:Iteration 49Q (190836.450000 sec): 3 clusters
  Score: Raw -49280977.265372 + Penalty 6278.742606 = -49274698.522767
  nChanged 1120
		SP:Iteration 50Q (190838.840000 sec): 3 clusters
  Score: Raw -49281057.005904 + Penalty 6278.742606 = -49274778.263298
  nChanged 1178
		SP:Iteration 51Q (190841.380000 sec): 3 clusters
  Score: Raw -49281143.232729 + Penalty 6278.742606 = -49274864.490124
  nChanged 1171
		SP:Iteration 52Q (190843.650000 sec): 3 clusters
  Score: Raw -49281231.081875 + Penalty 6278.742606 = -49274952.339270
  nChanged 1225
		SP:Iteration 53Q (190846.080000 sec): 3 clusters
  Score: Raw -49281327.799819 + Penalty 6278.742606 = -49275049.057214
  nChanged 1321
		SP:Iteration 54Q (190848.580000 sec): 3 clusters
  Score: Raw -49281436.956734 + Penalty 6278.742606 = -49275158.214128
  nChanged 1364
		SP:Iteration 55Q (190851.060000 sec): 3 clusters
  Score: Raw -49281553.300257 + Penalty 6278.742606 = -49275274.557652
  nChanged 1385
		SP:Iteration 56Q (190853.410000 sec): 3 clusters
  Score: Raw -49281675.774550 + Penalty 6278.742606 = -49275397.031945
  nChanged 1454
		SP:Iteration 57Q (190855.680000 sec): 3 clusters
  Score: Raw -49281808.906501 + Penalty 6278.742606 = -49275530.163896
  nChanged 1528
		SP:Iteration 58Q (190858.070000 sec): 3 clusters
  Score: Raw -49281960.387523 + Penalty 6278.742606 = -49275681.644917
  nChanged 1641
		SP:Iteration 59Q (190860.510000 sec): 3 clusters
  Score: Raw -49282128.983726 + Penalty 6278.742606 = -49275850.241120
  nChanged 1715
		SP:Iteration 60F (190862.850000 sec): 3 clusters
  Score: Raw -49282315.501751 + Penalty 6278.742606 = -49276036.759145
  nChanged 1845
		SP:Iteration 61Q (190865.340000 sec): 3 clusters
  Score: Raw -49282527.037522 + Penalty 6278.742606 = -49276248.294916
  nChanged 1945
		SP:Iteration 62Q (190867.680000 sec): 3 clusters
  Score: Raw -49282767.714732 + Penalty 6278.742606 = -49276488.972127
  nChanged 2081
		SP:Iteration 63Q (190870.100000 sec): 3 clusters
  Score: Raw -49283052.178275 + Penalty 6278.742606 = -49276773.435670
  nChanged 2291
		SP:Iteration 64Q (190872.410000 sec): 3 clusters
  Score: Raw -49283398.871371 + Penalty 6278.742606 = -49277120.128765
  nChanged 2434
		SP:Iteration 65Q (190874.610000 sec): 3 clusters
  Score: Raw -49283795.296308 + Penalty 6278.742606 = -49277516.553702
  nChanged 2554
		SP:Iteration 66Q (190876.950000 sec): 3 clusters
  Score: Raw -49284244.153708 + Penalty 6278.742606 = -49277965.411102
  nChanged 2679
		SP:Iteration 67Q (190879.270000 sec): 3 clusters
  Score: Raw -49284756.497121 + Penalty 6278.742606 = -49278477.754516
  nChanged 2868
		SP:Iteration 68Q (190881.460000 sec): 3 clusters
  Score: Raw -49285362.002808 + Penalty 6278.742606 = -49279083.260202
  nChanged 3020
		SP:Iteration 69Q (190883.770000 sec): 3 clusters
  Score: Raw -49286047.434868 + Penalty 6278.742606 = -49279768.692262
  nChanged 3289
		SP:Iteration 70Q (190886.190000 sec): 3 clusters
  Score: Raw -49286874.198113 + Penalty 6278.742606 = -49280595.455507
  nChanged 3456
		SP:Iteration 71Q (190888.610000 sec): 3 clusters
  Score: Raw -49287813.880113 + Penalty 6278.742606 = -49281535.137507
  nChanged 3586
		SP:Iteration 72Q (190890.920000 sec): 3 clusters
  Score: Raw -49288855.533773 + Penalty 6278.742606 = -49282576.791167
  nChanged 3745
		SP:Iteration 73Q (190893.390000 sec): 3 clusters
  Score: Raw -49290017.819794 + Penalty 6278.742606 = -49283739.077189
  nChanged 3765
		SP:Iteration 74Q (190895.820000 sec): 3 clusters
  Score: Raw -49291266.797339 + Penalty 6278.742606 = -49284988.054733
  nChanged 3926
		SP:Iteration 75Q (190898.150000 sec): 3 clusters
  Score: Raw -49292690.432514 + Penalty 6278.742606 = -49286411.689909
  nChanged 3987
		SP:Iteration 76Q (190900.480000 sec): 3 clusters
  Score: Raw -49294218.338786 + Penalty 6278.742606 = -49287939.596180
  nChanged 3916
		SP:Iteration 77Q (190902.730000 sec): 3 clusters
  Score: Raw -49295818.519346 + Penalty 6278.742606 = -49289539.776741
  nChanged 3938
		SP:Iteration 78Q (190905.130000 sec): 3 clusters
  Score: Raw -49297570.506822 + Penalty 6278.742606 = -49291291.764217
  nChanged 3861
		SP:Iteration 79Q (190907.370000 sec): 3 clusters
  Score: Raw -49299364.860111 + Penalty 6278.742606 = -49293086.117506
  nChanged 3667
		SP:Iteration 80F (190909.810000 sec): 3 clusters
  Score: Raw -49301123.287695 + Penalty 6278.742606 = -49294844.545089
  nChanged 3340
		SP:Iteration 81Q (190912.070000 sec): 3 clusters
  Score: Raw -49302724.133686 + Penalty 6278.742606 = -49296445.391081
  nChanged 3096
		SP:Iteration 82Q (190914.230000 sec): 3 clusters
  Score: Raw -49304188.777686 + Penalty 6278.742606 = -49297910.035080
  nChanged 2634
		SP:Iteration 83Q (190916.400000 sec): 3 clusters
  Score: Raw -49305372.085241 + Penalty 6278.742606 = -49299093.342635
  nChanged 2331
		SP:Iteration 84Q (190918.750000 sec): 3 clusters
  Score: Raw -49306365.146376 + Penalty 6278.742606 = -49300086.403770
  nChanged 2030
		SP:Iteration 85Q (190920.970000 sec): 3 clusters
  Score: Raw -49307194.382337 + Penalty 6278.742606 = -49300915.639731
  nChanged 1780
		SP:Iteration 86Q (190923.210000 sec): 3 clusters
  Score: Raw -49307896.362118 + Penalty 6278.742606 = -49301617.619512
  nChanged 1580
		SP:Iteration 87Q (190925.290000 sec): 3 clusters
  Score: Raw -49308505.557183 + Penalty 6278.742606 = -49302226.814577
  nChanged 1461
		SP:Iteration 88Q (190927.300000 sec): 3 clusters
  Score: Raw -49309051.463356 + Penalty 6278.742606 = -49302772.720750
  nChanged 1306
		SP:Iteration 89Q (190929.480000 sec): 3 clusters
  Score: Raw -49309528.595189 + Penalty 6278.742606 = -49303249.852583
  nChanged 1151
		SP:Iteration 90Q (190931.580000 sec): 3 clusters
  Score: Raw -49309951.974170 + Penalty 6278.742606 = -49303673.231564
  nChanged 1038
		SP:Iteration 91Q (190934.160000 sec): 3 clusters
  Score: Raw -49310332.873553 + Penalty 6278.742606 = -49304054.130947
  nChanged 927
		SP:Iteration 92Q (190936.780000 sec): 3 clusters
  Score: Raw -49310669.000902 + Penalty 6278.742606 = -49304390.258297
  nChanged 826
		SP:Iteration 93Q (190939.370000 sec): 3 clusters
  Score: Raw -49310978.222033 + Penalty 6278.742606 = -49304699.479428
  nChanged 719
		SP:Iteration 94Q (190941.920000 sec): 3 clusters
  Score: Raw -49311253.361981 + Penalty 6278.742606 = -49304974.619376
  nChanged 636
		SP:Iteration 95Q (190943.940000 sec): 3 clusters
  Score: Raw -49311491.323632 + Penalty 6278.742606 = -49305212.581027
  nChanged 512
		SP:Iteration 96Q (190946.070000 sec): 3 clusters
  Score: Raw -49311678.755480 + Penalty 6278.742606 = -49305400.012875
  nChanged 462
		SP:Iteration 97Q (190948.250000 sec): 3 clusters
  Score: Raw -49311856.212525 + Penalty 6278.742606 = -49305577.469919
  nChanged 400
		SP:Iteration 98Q (190950.280000 sec): 3 clusters
  Score: Raw -49312007.911544 + Penalty 6278.742606 = -49305729.168938
  nChanged 313
		SP:Iteration 99Q (190952.280000 sec): 3 clusters
  Score: Raw -49312135.044064 + Penalty 6278.742606 = -49305856.301458
  nChanged 275
		SP:Iteration 100F (190954.530000 sec): 3 clusters
  Score: Raw -49312232.084844 + Penalty 6278.742606 = -49305953.342238
  nChanged 216
		SP:Iteration 101Q (190956.560000 sec): 3 clusters
  Score: Raw -49312309.887358 + Penalty 6278.742606 = -49306031.144753
  nChanged 169
		SP:Iteration 102Q (190958.740000 sec): 3 clusters
  Score: Raw -49312368.526290 + Penalty 6278.742606 = -49306089.783684
  nChanged 147
		SP:Iteration 103Q (190960.900000 sec): 3 clusters
  Score: Raw -49312417.491487 + Penalty 6278.742606 = -49306138.748882
  nChanged 123
		SP:Iteration 104Q (190963.040000 sec): 3 clusters
  Score: Raw -49312455.156821 + Penalty 6278.742606 = -49306176.414216
  nChanged 92
		SP:Iteration 105Q (190964.970000 sec): 3 clusters
  Score: Raw -49312482.486502 + Penalty 6278.742606 = -49306203.743896
  nChanged 75
		SP:Iteration 106Q (190967.040000 sec): 3 clusters
  Score: Raw -49312506.341509 + Penalty 6278.742606 = -49306227.598904
  nChanged 74
		SP:Iteration 107Q (190969.130000 sec): 3 clusters
  Score: Raw -49312530.627079 + Penalty 6278.742606 = -49306251.884473
  nChanged 63
		SP:Iteration 108Q (190971.290000 sec): 3 clusters
  Score: Raw -49312549.686077 + Penalty 6278.742606 = -49306270.943471
  nChanged 53
		SP:Iteration 109Q (190973.410000 sec): 3 clusters
  Score: Raw -49312567.363096 + Penalty 6278.742606 = -49306288.620490
  nChanged 66
		SP:Iteration 110Q (190975.550000 sec): 3 clusters
  Score: Raw -49312585.927721 + Penalty 6278.742606 = -49306307.185115
  nChanged 48
		SP:Iteration 111Q (190977.660000 sec): 3 clusters
  Score: Raw -49312601.479642 + Penalty 6278.742606 = -49306322.737037
  nChanged 44
		SP:Iteration 112Q (190979.690000 sec): 3 clusters
  Score: Raw -49312613.746096 + Penalty 6278.742606 = -49306335.003490
  nChanged 30
		SP:Iteration 113Q (190981.670000 sec): 3 clusters
  Score: Raw -49312622.943610 + Penalty 6278.742606 = -49306344.201004
  nChanged 32
		SP:Iteration 114Q (190983.790000 sec): 3 clusters
  Score: Raw -49312630.519064 + Penalty 6278.742606 = -49306351.776459
  nChanged 20
		SP:Iteration 115Q (190986.000000 sec): 3 clusters
  Score: Raw -49312636.539358 + Penalty 6278.742606 = -49306357.796752
  nChanged 21
		SP:Iteration 116Q (190988.200000 sec): 3 clusters
  Score: Raw -49312641.367217 + Penalty 6278.742606 = -49306362.624611
  nChanged 12
		SP:Iteration 117Q (190990.360000 sec): 3 clusters
  Score: Raw -49312643.292066 + Penalty 6278.742606 = -49306364.549460
  nChanged 8
		SP:Iteration 118Q (190992.400000 sec): 3 clusters
  Score: Raw -49312645.511226 + Penalty 6278.742606 = -49306366.768620
  nChanged 13
		SP:Iteration 119Q (190994.390000 sec): 3 clusters
  Score: Raw -49312649.323541 + Penalty 6278.742606 = -49306370.580936
  nChanged 9
		SP:Iteration 120F (190996.810000 sec): 3 clusters
  Score: Raw -49312651.157437 + Penalty 6278.742606 = -49306372.414832
  nChanged 8
		SP:Iteration 121Q (190998.970000 sec): 3 clusters
  Score: Raw -49312652.620312 + Penalty 6278.742606 = -49306373.877706
  nChanged 4
		SP:Iteration 122Q (191001.210000 sec): 3 clusters
  Score: Raw -49312653.013121 + Penalty 6278.742606 = -49306374.270516
  nChanged 1
		SP:Iteration 123Q (191003.320000 sec): 3 clusters
  Score: Raw -49312653.242827 + Penalty 6278.742606 = -49306374.500221
  nChanged 1
		SP:Iteration 124Q (191005.330000 sec): 3 clusters
  Score: Raw -49312653.483966 + Penalty 6278.742606 = -49306374.741360
  nChanged 4
		SP:Iteration 125Q (191007.390000 sec): 3 clusters
  Score: Raw -49312654.202795 + Penalty 6278.742606 = -49306375.460190
  nChanged 2
		SP:Iteration 126Q (191009.690000 sec): 3 clusters
  Score: Raw -49312654.533335 + Penalty 6278.742606 = -49306375.790729
  nChanged 0
		SP:Iteration 127F (191012.100000 sec): 3 clusters
  Score: Raw -49312654.533335 + Penalty 6278.742606 = -49306375.790729
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 72 (2162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (191012.410000 sec): 2 clusters
  Score: Raw -338001.495052 + Penalty 1904.339672 = -336097.155380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (191012.670000 sec): 3 clusters
  Score: Raw -337185.473465 + Penalty 3808.679343 = -333376.794122
  nChanged 684
		SP:Iteration 1F (191012.810000 sec): 3 clusters
  Score: Raw -337639.139121 + Penalty 3808.679343 = -333830.459778
  nChanged 141
		SP:Iteration 2F (191013.000000 sec): 3 clusters
  Score: Raw -337744.765290 + Penalty 3808.679343 = -333936.085947
  nChanged 79
		SP:Iteration 3Q (191013.190000 sec): 3 clusters
  Score: Raw -337816.593212 + Penalty 3808.679343 = -334007.913869
  nChanged 81
		SP:Iteration 4Q (191013.390000 sec): 3 clusters
  Score: Raw -337899.651610 + Penalty 3808.679343 = -334090.972267
  nChanged 67
		SP:Iteration 5Q (191013.590000 sec): 3 clusters
  Score: Raw -337948.698322 + Penalty 3808.679343 = -334140.018979
  nChanged 48
		SP:Iteration 6Q (191013.830000 sec): 3 clusters
  Score: Raw -337990.134251 + Penalty 3808.679343 = -334181.454907
  nChanged 35
		SP:Iteration 7Q (191013.990000 sec): 3 clusters
  Score: Raw -338015.470219 + Penalty 3808.679343 = -334206.790876
  nChanged 24
		SP:Iteration 8Q (191014.150000 sec): 3 clusters
  Score: Raw -338030.170194 + Penalty 3808.679343 = -334221.490851
  nChanged 27
		SP:Iteration 9Q (191014.330000 sec): 3 clusters
  Score: Raw -338050.624831 + Penalty 3808.679343 = -334241.945488
  nChanged 35
		SP:Iteration 10Q (191014.500000 sec): 3 clusters
  Score: Raw -338073.700049 + Penalty 3808.679343 = -334265.020706
  nChanged 20
		SP:Iteration 11Q (191014.720000 sec): 3 clusters
  Score: Raw -338087.541812 + Penalty 3808.679343 = -334278.862469
  nChanged 20
		SP:Iteration 12Q (191014.880000 sec): 3 clusters
  Score: Raw -338100.171097 + Penalty 3808.679343 = -334291.491754
  nChanged 13
		SP:Iteration 13Q (191015.050000 sec): 3 clusters
  Score: Raw -338107.039542 + Penalty 3808.679343 = -334298.360199
  nChanged 13
		SP:Iteration 14Q (191015.230000 sec): 3 clusters
  Score: Raw -338116.397661 + Penalty 3808.679343 = -334307.718318
  nChanged 17
		SP:Iteration 15Q (191015.390000 sec): 3 clusters
  Score: Raw -338127.301393 + Penalty 3808.679343 = -334318.622049
  nChanged 13
		SP:Iteration 16Q (191015.560000 sec): 3 clusters
  Score: Raw -338138.461921 + Penalty 3808.679343 = -334329.782578
  nChanged 13
		SP:Iteration 17Q (191015.780000 sec): 3 clusters
  Score: Raw -338151.225778 + Penalty 3808.679343 = -334342.546435
  nChanged 14
		SP:Iteration 18Q (191016.000000 sec): 3 clusters
  Score: Raw -338158.874844 + Penalty 3808.679343 = -334350.195501
  nChanged 12
		SP:Iteration 19Q (191016.210000 sec): 3 clusters
  Score: Raw -338167.232972 + Penalty 3808.679343 = -334358.553629
  nChanged 14
		SP:Iteration 20F (191016.370000 sec): 3 clusters
  Score: Raw -338177.272742 + Penalty 3808.679343 = -334368.593399
  nChanged 12
		SP:Iteration 21Q (191016.570000 sec): 3 clusters
  Score: Raw -338186.765453 + Penalty 3808.679343 = -334378.086109
  nChanged 8
		SP:Iteration 22Q (191016.750000 sec): 3 clusters
  Score: Raw -338193.880671 + Penalty 3808.679343 = -334385.201328
  nChanged 16
		SP:Iteration 23Q (191016.950000 sec): 3 clusters
  Score: Raw -338205.218876 + Penalty 3808.679343 = -334396.539533
  nChanged 14
		SP:Iteration 24Q (191017.110000 sec): 3 clusters
  Score: Raw -338214.373006 + Penalty 3808.679343 = -334405.693663
  nChanged 19
		SP:Iteration 25Q (191017.290000 sec): 3 clusters
  Score: Raw -338224.483110 + Penalty 3808.679343 = -334415.803767
  nChanged 23
		SP:Iteration 26Q (191017.450000 sec): 3 clusters
  Score: Raw -338239.857922 + Penalty 3808.679343 = -334431.178578
  nChanged 9
		SP:Iteration 27Q (191017.600000 sec): 3 clusters
  Score: Raw -338245.807327 + Penalty 3808.679343 = -334437.127984
  nChanged 9
		SP:Iteration 28Q (191017.770000 sec): 3 clusters
  Score: Raw -338251.013272 + Penalty 3808.679343 = -334442.333929
  nChanged 6
		SP:Iteration 29Q (191017.970000 sec): 3 clusters
  Score: Raw -338254.703818 + Penalty 3808.679343 = -334446.024475
  nChanged 8
		SP:Iteration 30Q (191018.060000 sec): 3 clusters
  Score: Raw -338258.613111 + Penalty 3808.679343 = -334449.933768
  nChanged 6
		SP:Iteration 31Q (191018.220000 sec): 3 clusters
  Score: Raw -338263.197713 + Penalty 3808.679343 = -334454.518370
  nChanged 5
		SP:Iteration 32Q (191018.370000 sec): 3 clusters
  Score: Raw -338265.803823 + Penalty 3808.679343 = -334457.124479
  nChanged 7
		SP:Iteration 33Q (191018.550000 sec): 3 clusters
  Score: Raw -338269.742273 + Penalty 3808.679343 = -334461.062930
  nChanged 3
		SP:Iteration 34Q (191018.650000 sec): 3 clusters
  Score: Raw -338270.350279 + Penalty 3808.679343 = -334461.670936
  nChanged 0
		SP:Iteration 35F (191018.800000 sec): 3 clusters
  Score: Raw -338270.350279 + Penalty 3808.679343 = -334461.670936
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 73 (7492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (191019.030000 sec): 2 clusters
  Score: Raw -1178826.231825 + Penalty 2212.554584 = -1176613.677241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (191019.250000 sec): 3 clusters
  Score: Raw -1175031.544637 + Penalty 4425.109168 = -1170606.435469
  nChanged 3020
		SP:Iteration 1F (191019.450000 sec): 3 clusters
  Score: Raw -1176904.652097 + Penalty 4425.109168 = -1172479.542930
  nChanged 687
		SP:Iteration 2F (191019.730000 sec): 3 clusters
  Score: Raw -1177554.420645 + Penalty 4425.109168 = -1173129.311478
  nChanged 598
		SP:Iteration 3F (191019.910000 sec): 3 clusters
  Score: Raw -1178093.888955 + Penalty 4425.109168 = -1173668.779787
  nChanged 512
		SP:Iteration 4F (191020.100000 sec): 3 clusters
  Score: Raw -1178496.138563 + Penalty 4425.109168 = -1174071.029396
  nChanged 391
		SP:Iteration 5F (191020.360000 sec): 3 clusters
  Score: Raw -1178751.499958 + Penalty 4425.109168 = -1174326.390791
  nChanged 293
		SP:Iteration 6Q (191020.630000 sec): 3 clusters
  Score: Raw -1178897.545158 + Penalty 4425.109168 = -1174472.435990
  nChanged 185
		SP:Iteration 7Q (191020.840000 sec): 3 clusters
  Score: Raw -1178977.508840 + Penalty 4425.109168 = -1174552.399673
  nChanged 144
		SP:Iteration 8Q (191021.100000 sec): 3 clusters
  Score: Raw -1179040.326573 + Penalty 4425.109168 = -1174615.217406
  nChanged 128
		SP:Iteration 9Q (191021.260000 sec): 3 clusters
  Score: Raw -1179090.573501 + Penalty 4425.109168 = -1174665.464334
  nChanged 97
		SP:Iteration 10Q (191021.470000 sec): 3 clusters
  Score: Raw -1179125.287184 + Penalty 4425.109168 = -1174700.178016
  nChanged 85
		SP:Iteration 11Q (191021.620000 sec): 3 clusters
  Score: Raw -1179158.382459 + Penalty 4425.109168 = -1174733.273292
  nChanged 83
		SP:Iteration 12Q (191021.790000 sec): 3 clusters
  Score: Raw -1179191.068568 + Penalty 4425.109168 = -1174765.959400
  nChanged 77
		SP:Iteration 13Q (191022.000000 sec): 3 clusters
  Score: Raw -1179221.176254 + Penalty 4425.109168 = -1174796.067087
  nChanged 78
		SP:Iteration 14Q (191022.200000 sec): 3 clusters
  Score: Raw -1179249.163265 + Penalty 4425.109168 = -1174824.054098
  nChanged 69
		SP:Iteration 15Q (191022.400000 sec): 3 clusters
  Score: Raw -1179280.495300 + Penalty 4425.109168 = -1174855.386132
  nChanged 69
		SP:Iteration 16Q (191022.610000 sec): 3 clusters
  Score: Raw -1179314.508116 + Penalty 4425.109168 = -1174889.398948
  nChanged 71
		SP:Iteration 17Q (191022.810000 sec): 3 clusters
  Score: Raw -1179348.872819 + Penalty 4425.109168 = -1174923.763651
  nChanged 73
		SP:Iteration 18Q (191022.960000 sec): 3 clusters
  Score: Raw -1179377.680024 + Penalty 4425.109168 = -1174952.570857
  nChanged 87
		SP:Iteration 19Q (191023.120000 sec): 3 clusters
  Score: Raw -1179428.342230 + Penalty 4425.109168 = -1175003.233062
  nChanged 100
		SP:Iteration 20F (191023.350000 sec): 3 clusters
  Score: Raw -1179486.731128 + Penalty 4425.109168 = -1175061.621961
  nChanged 124
		SP:Iteration 21Q (191023.550000 sec): 3 clusters
  Score: Raw -1179557.537074 + Penalty 4425.109168 = -1175132.427906
  nChanged 125
		SP:Iteration 22Q (191023.810000 sec): 3 clusters
  Score: Raw -1179631.060767 + Penalty 4425.109168 = -1175205.951599
  nChanged 112
		SP:Iteration 23Q (191023.980000 sec): 3 clusters
  Score: Raw -1179708.372806 + Penalty 4425.109168 = -1175283.263639
  nChanged 140
		SP:Iteration 24Q (191024.180000 sec): 3 clusters
  Score: Raw -1179838.092207 + Penalty 4425.109168 = -1175412.983039
  nChanged 184
		SP:Iteration 25Q (191024.360000 sec): 3 clusters
  Score: Raw -1180015.351379 + Penalty 4425.109168 = -1175590.242212
  nChanged 181
		SP:Iteration 26Q (191024.630000 sec): 3 clusters
  Score: Raw -1180171.486891 + Penalty 4425.109168 = -1175746.377723
  nChanged 163
		SP:Iteration 27Q (191024.880000 sec): 3 clusters
  Score: Raw -1180307.588017 + Penalty 4425.109168 = -1175882.478849
  nChanged 148
		SP:Iteration 28Q (191025.070000 sec): 3 clusters
  Score: Raw -1180404.290272 + Penalty 4425.109168 = -1175979.181104
  nChanged 95
		SP:Iteration 29Q (191025.300000 sec): 3 clusters
  Score: Raw -1180456.051189 + Penalty 4425.109168 = -1176030.942022
  nChanged 67
		SP:Iteration 30Q (191025.530000 sec): 3 clusters
  Score: Raw -1180490.452669 + Penalty 4425.109168 = -1176065.343501
  nChanged 52
		SP:Iteration 31Q (191025.700000 sec): 3 clusters
  Score: Raw -1180507.104791 + Penalty 4425.109168 = -1176081.995623
  nChanged 30
		SP:Iteration 32Q (191025.930000 sec): 3 clusters
  Score: Raw -1180513.761849 + Penalty 4425.109168 = -1176088.652681
  nChanged 21
		SP:Iteration 33Q (191026.130000 sec): 3 clusters
  Score: Raw -1180518.288977 + Penalty 4425.109168 = -1176093.179810
  nChanged 16
		SP:Iteration 34Q (191026.360000 sec): 3 clusters
  Score: Raw -1180524.768187 + Penalty 4425.109168 = -1176099.659020
  nChanged 16
		SP:Iteration 35Q (191026.560000 sec): 3 clusters
  Score: Raw -1180529.839512 + Penalty 4425.109168 = -1176104.730344
  nChanged 21
		SP:Iteration 36Q (191026.800000 sec): 3 clusters
  Score: Raw -1180534.264006 + Penalty 4425.109168 = -1176109.154838
  nChanged 15
		SP:Iteration 37Q (191026.960000 sec): 3 clusters
  Score: Raw -1180536.780345 + Penalty 4425.109168 = -1176111.671177
  nChanged 8
		SP:Iteration 38Q (191027.180000 sec): 3 clusters
  Score: Raw -1180538.159464 + Penalty 4425.109168 = -1176113.050296
  nChanged 7
		SP:Iteration 39Q (191027.410000 sec): 3 clusters
  Score: Raw -1180539.162982 + Penalty 4425.109168 = -1176114.053815
  nChanged 2
		SP:Iteration 40F (191027.630000 sec): 3 clusters
  Score: Raw -1180539.548846 + Penalty 4425.109168 = -1176114.439679
  nChanged 2
		SP:Iteration 41Q (191027.830000 sec): 3 clusters
  Score: Raw -1180539.884290 + Penalty 4425.109168 = -1176114.775122
  nChanged 2
		SP:Iteration 42Q (191028.040000 sec): 3 clusters
  Score: Raw -1180540.283448 + Penalty 4425.109168 = -1176115.174281
  nChanged 0
		SP:Iteration 43F (191028.240000 sec): 3 clusters
  Score: Raw -1180540.283448 + Penalty 4425.109168 = -1176115.174281
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 74 (3408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (191028.360000 sec): 2 clusters
  Score: Raw -536941.547357 + Penalty 2017.202460 = -534924.344896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (191028.560000 sec): 3 clusters
  Score: Raw -535458.142466 + Penalty 4034.404920 = -531423.737546
  nChanged 1181
		SP:Iteration 1F (191028.710000 sec): 3 clusters
  Score: Raw -536183.282811 + Penalty 4034.404920 = -532148.877890
  nChanged 246
		SP:Iteration 2F (191028.960000 sec): 3 clusters
  Score: Raw -536396.586621 + Penalty 4034.404920 = -532362.181701
  nChanged 196
		SP:Iteration 3F (191029.180000 sec): 3 clusters
  Score: Raw -536551.224919 + Penalty 4034.404920 = -532516.819999
  nChanged 147
		SP:Iteration 4Q (191029.420000 sec): 3 clusters
  Score: Raw -536667.442437 + Penalty 4034.404920 = -532633.037517
  nChanged 117
		SP:Iteration 5Q (191029.560000 sec): 3 clusters
  Score: Raw -536756.047084 + Penalty 4034.404920 = -532721.642163
  nChanged 88
		SP:Iteration 6Q (191029.700000 sec): 3 clusters
  Score: Raw -536819.264871 + Penalty 4034.404920 = -532784.859950
  nChanged 76
		SP:Iteration 7Q (191029.830000 sec): 3 clusters
  Score: Raw -536883.390315 + Penalty 4034.404920 = -532848.985395
  nChanged 84
		SP:Iteration 8Q (191029.980000 sec): 3 clusters
  Score: Raw -536948.714254 + Penalty 4034.404920 = -532914.309333
  nChanged 78
		SP:Iteration 9Q (191030.130000 sec): 3 clusters
  Score: Raw -537001.906831 + Penalty 4034.404920 = -532967.501910
  nChanged 64
		SP:Iteration 10Q (191030.270000 sec): 3 clusters
  Score: Raw -537049.358458 + Penalty 4034.404920 = -533014.953537
  nChanged 48
		SP:Iteration 11Q (191030.420000 sec): 3 clusters
  Score: Raw -537081.001973 + Penalty 4034.404920 = -533046.597053
  nChanged 37
		SP:Iteration 12Q (191030.590000 sec): 3 clusters
  Score: Raw -537105.688658 + Penalty 4034.404920 = -533071.283738
  nChanged 40
		SP:Iteration 13Q (191030.770000 sec): 3 clusters
  Score: Raw -537138.656294 + Penalty 4034.404920 = -533104.251374
  nChanged 51
		SP:Iteration 14Q (191030.960000 sec): 3 clusters
  Score: Raw -537170.188150 + Penalty 4034.404920 = -533135.783230
  nChanged 37
		SP:Iteration 15Q (191031.140000 sec): 3 clusters
  Score: Raw -537191.410395 + Penalty 4034.404920 = -533157.005475
  nChanged 28
		SP:Iteration 16Q (191031.250000 sec): 3 clusters
  Score: Raw -537212.102452 + Penalty 4034.404920 = -533177.697531
  nChanged 37
		SP:Iteration 17Q (191031.400000 sec): 3 clusters
  Score: Raw -537239.778893 + Penalty 4034.404920 = -533205.373973
  nChanged 37
		SP:Iteration 18Q (191031.580000 sec): 3 clusters
  Score: Raw -537265.744135 + Penalty 4034.404920 = -533231.339215
  nChanged 35
		SP:Iteration 19Q (191031.770000 sec): 3 clusters
  Score: Raw -537292.018879 + Penalty 4034.404920 = -533257.613959
  nChanged 27
		SP:Iteration 20F (191031.940000 sec): 3 clusters
  Score: Raw -537306.495980 + Penalty 4034.404920 = -533272.091060
  nChanged 23
		SP:Iteration 21Q (191032.180000 sec): 3 clusters
  Score: Raw -537320.312489 + Penalty 4034.404920 = -533285.907568
  nChanged 19
		SP:Iteration 22Q (191032.340000 sec): 3 clusters
  Score: Raw -537333.568237 + Penalty 4034.404920 = -533299.163316
  nChanged 15
		SP:Iteration 23Q (191032.570000 sec): 3 clusters
  Score: Raw -537342.438988 + Penalty 4034.404920 = -533308.034067
  nChanged 12
		SP:Iteration 24Q (191032.790000 sec): 3 clusters
  Score: Raw -537349.482497 + Penalty 4034.404920 = -533315.077577
  nChanged 16
		SP:Iteration 25Q (191033.050000 sec): 3 clusters
  Score: Raw -537360.028436 + Penalty 4034.404920 = -533325.623516
  nChanged 18
		SP:Iteration 26Q (191033.210000 sec): 3 clusters
  Score: Raw -537371.895151 + Penalty 4034.404920 = -533337.490231
  nChanged 15
		SP:Iteration 27Q (191033.420000 sec): 3 clusters
  Score: Raw -537381.168824 + Penalty 4034.404920 = -533346.763904
  nChanged 17
		SP:Iteration 28Q (191033.610000 sec): 3 clusters
  Score: Raw -537398.083820 + Penalty 4034.404920 = -533363.678900
  nChanged 26
		SP:Iteration 29Q (191033.830000 sec): 3 clusters
  Score: Raw -537420.855495 + Penalty 4034.404920 = -533386.450575
  nChanged 26
		SP:Iteration 30Q (191034.080000 sec): 3 clusters
  Score: Raw -537442.548068 + Penalty 4034.404920 = -533408.143147
  nChanged 28
		SP:Iteration 31Q (191034.330000 sec): 3 clusters
  Score: Raw -537463.349809 + Penalty 4034.404920 = -533428.944889
  nChanged 22
		SP:Iteration 32Q (191034.510000 sec): 3 clusters
  Score: Raw -537477.360515 + Penalty 4034.404920 = -533442.955595
  nChanged 22
		SP:Iteration 33Q (191034.710000 sec): 3 clusters
  Score: Raw -537497.381946 + Penalty 4034.404920 = -533462.977026
  nChanged 18
		SP:Iteration 34Q (191034.950000 sec): 3 clusters
  Score: Raw -537510.748795 + Penalty 4034.404920 = -533476.343875
  nChanged 12
		SP:Iteration 35Q (191035.130000 sec): 3 clusters
  Score: Raw -537517.615743 + Penalty 4034.404920 = -533483.210822
  nChanged 7
		SP:Iteration 36Q (191035.350000 sec): 3 clusters
  Score: Raw -537520.887109 + Penalty 4034.404920 = -533486.482188
  nChanged 5
		SP:Iteration 37Q (191035.540000 sec): 3 clusters
  Score: Raw -537523.383889 + Penalty 4034.404920 = -533488.978969
  nChanged 3
		SP:Iteration 38Q (191035.710000 sec): 3 clusters
  Score: Raw -537524.517163 + Penalty 4034.404920 = -533490.112242
  nChanged 2
		SP:Iteration 39Q (191035.870000 sec): 3 clusters
  Score: Raw -537525.718329 + Penalty 4034.404920 = -533491.313409
  nChanged 3
		SP:Iteration 40F (191036.020000 sec): 3 clusters
  Score: Raw -537527.634204 + Penalty 4034.404920 = -533493.229283
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 75 (1883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (191036.120000 sec): 2 clusters
  Score: Raw -270260.830770 + Penalty 1870.074139 = -268390.756631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (191036.270000 sec): 3 clusters
  Score: Raw -269595.904669 + Penalty 3740.148278 = -265855.756391
  nChanged 618
		SP:Iteration 1F (191036.410000 sec): 3 clusters
  Score: Raw -270097.808285 + Penalty 3740.148278 = -266357.660007
  nChanged 166
		SP:Iteration 2F (191036.550000 sec): 3 clusters
  Score: Raw -270258.457646 + Penalty 3740.148278 = -266518.309368
  nChanged 88
		SP:Iteration 3Q (191036.690000 sec): 3 clusters
  Score: Raw -270354.976541 + Penalty 3740.148278 = -266614.828263
  nChanged 73
		SP:Iteration 4Q (191036.830000 sec): 3 clusters
  Score: Raw -270425.879733 + Penalty 3740.148278 = -266685.731455
  nChanged 54
		SP:Iteration 5Q (191036.970000 sec): 3 clusters
  Score: Raw -270489.858523 + Penalty 3740.148278 = -266749.710245
  nChanged 52
		SP:Iteration 6Q (191037.110000 sec): 3 clusters
  Score: Raw -270564.281038 + Penalty 3740.148278 = -266824.132759
  nChanged 45
		SP:Iteration 7Q (191037.250000 sec): 3 clusters
  Score: Raw -270627.611846 + Penalty 3740.148278 = -266887.463568
  nChanged 47
		SP:Iteration 8Q (191037.390000 sec): 3 clusters
  Score: Raw -270677.350760 + Penalty 3740.148278 = -266937.202482
  nChanged 33
		SP:Iteration 9Q (191037.570000 sec): 3 clusters
  Score: Raw -270712.858712 + Penalty 3740.148278 = -266972.710433
  nChanged 24
		SP:Iteration 10Q (191037.750000 sec): 3 clusters
  Score: Raw -270729.987665 + Penalty 3740.148278 = -266989.839387
  nChanged 23
		SP:Iteration 11Q (191037.930000 sec): 3 clusters
  Score: Raw -270750.793658 + Penalty 3740.148278 = -267010.645379
  nChanged 20
		SP:Iteration 12Q (191038.070000 sec): 3 clusters
  Score: Raw -270772.591659 + Penalty 3740.148278 = -267032.443380
  nChanged 25
		SP:Iteration 13Q (191038.260000 sec): 3 clusters
  Score: Raw -270801.550387 + Penalty 3740.148278 = -267061.402108
  nChanged 30
		SP:Iteration 14Q (191038.470000 sec): 3 clusters
  Score: Raw -270836.053938 + Penalty 3740.148278 = -267095.905660
  nChanged 34
		SP:Iteration 15Q (191038.660000 sec): 3 clusters
  Score: Raw -270869.515452 + Penalty 3740.148278 = -267129.367174
  nChanged 27
		SP:Iteration 16Q (191038.810000 sec): 3 clusters
  Score: Raw -270896.695078 + Penalty 3740.148278 = -267156.546800
  nChanged 23
		SP:Iteration 17Q (191039.000000 sec): 3 clusters
  Score: Raw -270917.542000 + Penalty 3740.148278 = -267177.393722
  nChanged 24
		SP:Iteration 18Q (191039.180000 sec): 3 clusters
  Score: Raw -270936.992175 + Penalty 3740.148278 = -267196.843897
  nChanged 21
		SP:Iteration 19Q (191039.310000 sec): 3 clusters
  Score: Raw -270958.543538 + Penalty 3740.148278 = -267218.395259
  nChanged 14
		SP:Iteration 20F (191039.440000 sec): 3 clusters
  Score: Raw -270972.222759 + Penalty 3740.148278 = -267232.074480
  nChanged 18
		SP:Iteration 21Q (191039.630000 sec): 3 clusters
  Score: Raw -270990.804317 + Penalty 3740.148278 = -267250.656039
  nChanged 19
		SP:Iteration 22Q (191039.800000 sec): 3 clusters
  Score: Raw -271011.996515 + Penalty 3740.148278 = -267271.848237
  nChanged 16
		SP:Iteration 23Q (191039.940000 sec): 3 clusters
  Score: Raw -271026.106794 + Penalty 3740.148278 = -267285.958516
  nChanged 18
		SP:Iteration 24Q (191040.080000 sec): 3 clusters
  Score: Raw -271041.285528 + Penalty 3740.148278 = -267301.137249
  nChanged 17
		SP:Iteration 25Q (191040.210000 sec): 3 clusters
  Score: Raw -271056.340686 + Penalty 3740.148278 = -267316.192408
  nChanged 9
		SP:Iteration 26Q (191040.370000 sec): 3 clusters
  Score: Raw -271061.991928 + Penalty 3740.148278 = -267321.843649
  nChanged 3
		SP:Iteration 27Q (191040.570000 sec): 3 clusters
  Score: Raw -271064.754349 + Penalty 3740.148278 = -267324.606071
  nChanged 5
		SP:Iteration 28Q (191040.740000 sec): 3 clusters
  Score: Raw -271070.108616 + Penalty 3740.148278 = -267329.960338
  nChanged 4
		SP:Iteration 29Q (191040.930000 sec): 3 clusters
  Score: Raw -271077.106199 + Penalty 3740.148278 = -267336.957921
  nChanged 7
		SP:Iteration 30Q (191041.040000 sec): 3 clusters
  Score: Raw -271082.190295 + Penalty 3740.148278 = -267342.042017
  nChanged 7
		SP:Iteration 31Q (191041.210000 sec): 3 clusters
  Score: Raw -271084.312149 + Penalty 3740.148278 = -267344.163870
  nChanged 3
		SP:Iteration 32Q (191041.380000 sec): 3 clusters
  Score: Raw -271085.281947 + Penalty 3740.148278 = -267345.133669
  nChanged 1
		SP:Iteration 33Q (191041.560000 sec): 3 clusters
  Score: Raw -271085.498302 + Penalty 3740.148278 = -267345.350024
  nChanged 1
		SP:Iteration 34Q (191041.710000 sec): 3 clusters
  Score: Raw -271086.174467 + Penalty 3740.148278 = -267346.026189
  nChanged 2
		SP:Iteration 35Q (191041.870000 sec): 3 clusters
  Score: Raw -271087.922086 + Penalty 3740.148278 = -267347.773807
  nChanged 2
		SP:Iteration 36Q (191042.110000 sec): 3 clusters
  Score: Raw -271092.221263 + Penalty 3740.148278 = -267352.072984
  nChanged 3
		SP:Iteration 37Q (191042.350000 sec): 3 clusters
  Score: Raw -271094.688833 + Penalty 3740.148278 = -267354.540555
  nChanged 5
		SP:Iteration 38Q (191042.550000 sec): 3 clusters
  Score: Raw -271100.374778 + Penalty 3740.148278 = -267360.226500
  nChanged 5
		SP:Iteration 39Q (191042.690000 sec): 3 clusters
  Score: Raw -271104.507005 + Penalty 3740.148278 = -267364.358727
  nChanged 6
		SP:Iteration 40F (191042.820000 sec): 3 clusters
  Score: Raw -271115.378944 + Penalty 3740.148278 = -267375.230666
  nChanged 10
		SP:Iteration 41Q (191042.950000 sec): 3 clusters
  Score: Raw -271128.078061 + Penalty 3740.148278 = -267387.929783
  nChanged 2
		SP:Iteration 42Q (191043.090000 sec): 3 clusters
  Score: Raw -271130.200748 + Penalty 3740.148278 = -267390.052470
  nChanged 3
		SP:Iteration 43Q (191043.220000 sec): 3 clusters
  Score: Raw -271131.660820 + Penalty 3740.148278 = -267391.512542
  nChanged 1
		SP:Iteration 44Q (191043.360000 sec): 3 clusters
  Score: Raw -271131.919221 + Penalty 3740.148278 = -267391.770943
  nChanged 1
		SP:Iteration 45Q (191043.450000 sec): 3 clusters
  Score: Raw -271132.186589 + Penalty 3740.148278 = -267392.038311
  nChanged 1
		SP:Iteration 46Q (191043.600000 sec): 3 clusters
  Score: Raw -271133.053229 + Penalty 3740.148278 = -267392.904951
  nChanged 0
		SP:Iteration 47F (191043.700000 sec): 3 clusters
  Score: Raw -271133.053229 + Penalty 3740.148278 = -267392.904951
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 76 (12936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (191043.870000 sec): 2 clusters
  Score: Raw -2039481.017764 + Penalty 2348.006812 = -2037133.010953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (191044.120000 sec): 3 clusters
  Score: Raw -2032377.604278 + Penalty 4696.013623 = -2027681.590655
  nChanged 5470
		SP:Iteration 1F (191044.410000 sec): 3 clusters
  Score: Raw -2035363.927959 + Penalty 4696.013623 = -2030667.914336
  nChanged 1012
		SP:Iteration 2F (191044.690000 sec): 3 clusters
  Score: Raw -2036023.837437 + Penalty 4696.013623 = -2031327.823814
  nChanged 947
		SP:Iteration 3F (191044.920000 sec): 3 clusters
  Score: Raw -2036684.186603 + Penalty 4696.013623 = -2031988.172980
  nChanged 860
		SP:Iteration 4F (191045.160000 sec): 3 clusters
  Score: Raw -2037294.311128 + Penalty 4696.013623 = -2032598.297505
  nChanged 781
		SP:Iteration 5F (191045.410000 sec): 3 clusters
  Score: Raw -2037802.465233 + Penalty 4696.013623 = -2033106.451610
  nChanged 684
		SP:Iteration 6F (191045.640000 sec): 3 clusters
  Score: Raw -2038209.102236 + Penalty 4696.013623 = -2033513.088613
  nChanged 530
		SP:Iteration 7Q (191045.860000 sec): 3 clusters
  Score: Raw -2038504.509392 + Penalty 4696.013623 = -2033808.495769
  nChanged 428
		SP:Iteration 8Q (191046.120000 sec): 3 clusters
  Score: Raw -2038724.176854 + Penalty 4696.013623 = -2034028.163231
  nChanged 358
		SP:Iteration 9Q (191046.420000 sec): 3 clusters
  Score: Raw -2038926.850403 + Penalty 4696.013623 = -2034230.836780
  nChanged 352
		SP:Iteration 10Q (191046.700000 sec): 3 clusters
  Score: Raw -2039123.800038 + Penalty 4696.013623 = -2034427.786414
  nChanged 339
		SP:Iteration 11Q (191046.900000 sec): 3 clusters
  Score: Raw -2039332.070407 + Penalty 4696.013623 = -2034636.056784
  nChanged 362
		SP:Iteration 12Q (191047.210000 sec): 3 clusters
  Score: Raw -2039583.904098 + Penalty 4696.013623 = -2034887.890475
  nChanged 376
		SP:Iteration 13Q (191047.450000 sec): 3 clusters
  Score: Raw -2039907.975355 + Penalty 4696.013623 = -2035211.961732
  nChanged 384
		SP:Iteration 14Q (191047.710000 sec): 3 clusters
  Score: Raw -2040276.432347 + Penalty 4696.013623 = -2035580.418724
  nChanged 384
		SP:Iteration 15Q (191048.020000 sec): 3 clusters
  Score: Raw -2040680.408095 + Penalty 4696.013623 = -2035984.394471
  nChanged 328
		SP:Iteration 16Q (191048.280000 sec): 3 clusters
  Score: Raw -2041048.762007 + Penalty 4696.013623 = -2036352.748384
  nChanged 276
		SP:Iteration 17Q (191048.550000 sec): 3 clusters
  Score: Raw -2041301.548140 + Penalty 4696.013623 = -2036605.534517
  nChanged 225
		SP:Iteration 18Q (191048.770000 sec): 3 clusters
  Score: Raw -2041451.758613 + Penalty 4696.013623 = -2036755.744990
  nChanged 148
		SP:Iteration 19Q (191049.020000 sec): 3 clusters
  Score: Raw -2041517.909293 + Penalty 4696.013623 = -2036821.895670
  nChanged 95
		SP:Iteration 20F (191049.280000 sec): 3 clusters
  Score: Raw -2041559.174462 + Penalty 4696.013623 = -2036863.160839
  nChanged 63
		SP:Iteration 21Q (191049.550000 sec): 3 clusters
  Score: Raw -2041580.980231 + Penalty 4696.013623 = -2036884.966608
  nChanged 44
		SP:Iteration 22Q (191049.810000 sec): 3 clusters
  Score: Raw -2041592.290296 + Penalty 4696.013623 = -2036896.276673
  nChanged 35
		SP:Iteration 23Q (191050.080000 sec): 3 clusters
  Score: Raw -2041599.283137 + Penalty 4696.013623 = -2036903.269514
  nChanged 15
		SP:Iteration 24Q (191050.310000 sec): 3 clusters
  Score: Raw -2041602.206779 + Penalty 4696.013623 = -2036906.193156
  nChanged 15
		SP:Iteration 25Q (191050.550000 sec): 3 clusters
  Score: Raw -2041605.380867 + Penalty 4696.013623 = -2036909.367244
  nChanged 12
		SP:Iteration 26Q (191050.780000 sec): 3 clusters
  Score: Raw -2041607.639015 + Penalty 4696.013623 = -2036911.625392
  nChanged 8
		SP:Iteration 27Q (191051.050000 sec): 3 clusters
  Score: Raw -2041609.200503 + Penalty 4696.013623 = -2036913.186880
  nChanged 7
		SP:Iteration 28Q (191051.310000 sec): 3 clusters
  Score: Raw -2041610.668364 + Penalty 4696.013623 = -2036914.654741
  nChanged 5
		SP:Iteration 29Q (191051.580000 sec): 3 clusters
  Score: Raw -2041611.373439 + Penalty 4696.013623 = -2036915.359816
  nChanged 3
		SP:Iteration 30Q (191051.840000 sec): 3 clusters
  Score: Raw -2041611.673261 + Penalty 4696.013623 = -2036915.659638
  nChanged 1
		SP:Iteration 31Q (191052.040000 sec): 3 clusters
  Score: Raw -2041611.726975 + Penalty 4696.013623 = -2036915.713352
  nChanged 1
		SP:Iteration 32Q (191052.280000 sec): 3 clusters
  Score: Raw -2041611.757763 + Penalty 4696.013623 = -2036915.744140
  nChanged 1
		SP:Iteration 33Q (191052.500000 sec): 3 clusters
  Score: Raw -2041611.851066 + Penalty 4696.013623 = -2036915.837443
  nChanged 0
		SP:Iteration 34F (191052.650000 sec): 3 clusters
  Score: Raw -2041611.851066 + Penalty 4696.013623 = -2036915.837443
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 77 (6136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (191052.800000 sec): 2 clusters
  Score: Raw -963004.496136 + Penalty 2163.038229 = -960841.457907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (191052.960000 sec): 3 clusters
  Score: Raw -959914.620091 + Penalty 4326.076458 = -955588.543633
  nChanged 2415
		SP:Iteration 1F (191053.200000 sec): 3 clusters
  Score: Raw -961236.477074 + Penalty 4326.076458 = -956910.400616
  nChanged 466
		SP:Iteration 2F (191053.420000 sec): 3 clusters
  Score: Raw -961497.459740 + Penalty 4326.076458 = -957171.383282
  nChanged 328
		SP:Iteration 3F (191053.680000 sec): 3 clusters
  Score: Raw -961669.580177 + Penalty 4326.076458 = -957343.503719
  nChanged 240
		SP:Iteration 4Q (191053.890000 sec): 3 clusters
  Score: Raw -961795.593913 + Penalty 4326.076458 = -957469.517455
  nChanged 193
		SP:Iteration 5Q (191054.130000 sec): 3 clusters
  Score: Raw -961902.175183 + Penalty 4326.076458 = -957576.098725
  nChanged 182
		SP:Iteration 6Q (191054.320000 sec): 3 clusters
  Score: Raw -962005.493538 + Penalty 4326.076458 = -957679.417080
  nChanged 152
		SP:Iteration 7Q (191054.550000 sec): 3 clusters
  Score: Raw -962086.916895 + Penalty 4326.076458 = -957760.840437
  nChanged 147
		SP:Iteration 8Q (191054.770000 sec): 3 clusters
  Score: Raw -962176.653376 + Penalty 4326.076458 = -957850.576918
  nChanged 142
		SP:Iteration 9Q (191054.980000 sec): 3 clusters
  Score: Raw -962260.512067 + Penalty 4326.076458 = -957934.435609
  nChanged 135
		SP:Iteration 10Q (191055.190000 sec): 3 clusters
  Score: Raw -962345.235638 + Penalty 4326.076458 = -958019.159180
  nChanged 147
		SP:Iteration 11Q (191055.410000 sec): 3 clusters
  Score: Raw -962436.423191 + Penalty 4326.076458 = -958110.346733
  nChanged 136
		SP:Iteration 12Q (191055.570000 sec): 3 clusters
  Score: Raw -962530.361022 + Penalty 4326.076458 = -958204.284564
  nChanged 137
		SP:Iteration 13Q (191055.810000 sec): 3 clusters
  Score: Raw -962616.025640 + Penalty 4326.076458 = -958289.949182
  nChanged 144
		SP:Iteration 14Q (191056.030000 sec): 3 clusters
  Score: Raw -962717.696271 + Penalty 4326.076458 = -958391.619812
  nChanged 136
		SP:Iteration 15Q (191056.290000 sec): 3 clusters
  Score: Raw -962801.212259 + Penalty 4326.076458 = -958475.135801
  nChanged 89
		SP:Iteration 16Q (191056.480000 sec): 3 clusters
  Score: Raw -962865.030768 + Penalty 4326.076458 = -958538.954310
  nChanged 92
		SP:Iteration 17Q (191056.690000 sec): 3 clusters
  Score: Raw -962923.553941 + Penalty 4326.076458 = -958597.477483
  nChanged 82
		SP:Iteration 18Q (191056.850000 sec): 3 clusters
  Score: Raw -962971.415953 + Penalty 4326.076458 = -958645.339495
  nChanged 72
		SP:Iteration 19Q (191057.020000 sec): 3 clusters
  Score: Raw -963015.388522 + Penalty 4326.076458 = -958689.312064
  nChanged 60
		SP:Iteration 20F (191057.210000 sec): 3 clusters
  Score: Raw -963054.020895 + Penalty 4326.076458 = -958727.944437
  nChanged 52
		SP:Iteration 21Q (191057.370000 sec): 3 clusters
  Score: Raw -963090.997753 + Penalty 4326.076458 = -958764.921295
  nChanged 46
		SP:Iteration 22Q (191057.580000 sec): 3 clusters
  Score: Raw -963118.825374 + Penalty 4326.076458 = -958792.748915
  nChanged 43
		SP:Iteration 23Q (191057.840000 sec): 3 clusters
  Score: Raw -963145.873626 + Penalty 4326.076458 = -958819.797168
  nChanged 40
		SP:Iteration 24Q (191058.060000 sec): 3 clusters
  Score: Raw -963172.427604 + Penalty 4326.076458 = -958846.351146
  nChanged 36
		SP:Iteration 25Q (191058.290000 sec): 3 clusters
  Score: Raw -963199.811343 + Penalty 4326.076458 = -958873.734885
  nChanged 32
		SP:Iteration 26Q (191058.530000 sec): 3 clusters
  Score: Raw -963222.164413 + Penalty 4326.076458 = -958896.087955
  nChanged 19
		SP:Iteration 27Q (191058.710000 sec): 3 clusters
  Score: Raw -963233.494808 + Penalty 4326.076458 = -958907.418350
  nChanged 16
		SP:Iteration 28Q (191058.920000 sec): 3 clusters
  Score: Raw -963241.075359 + Penalty 4326.076458 = -958914.998901
  nChanged 18
		SP:Iteration 29Q (191059.170000 sec): 3 clusters
  Score: Raw -963251.034786 + Penalty 4326.076458 = -958924.958328
  nChanged 21
		SP:Iteration 30Q (191059.420000 sec): 3 clusters
  Score: Raw -963261.372007 + Penalty 4326.076458 = -958935.295549
  nChanged 14
		SP:Iteration 31Q (191059.680000 sec): 3 clusters
  Score: Raw -963268.962972 + Penalty 4326.076458 = -958942.886514
  nChanged 17
		SP:Iteration 32Q (191059.890000 sec): 3 clusters
  Score: Raw -963277.760409 + Penalty 4326.076458 = -958951.683951
  nChanged 13
		SP:Iteration 33Q (191060.020000 sec): 3 clusters
  Score: Raw -963287.602201 + Penalty 4326.076458 = -958961.525743
  nChanged 14
		SP:Iteration 34Q (191060.240000 sec): 3 clusters
  Score: Raw -963294.997358 + Penalty 4326.076458 = -958968.920900
  nChanged 9
		SP:Iteration 35Q (191060.410000 sec): 3 clusters
  Score: Raw -963301.611857 + Penalty 4326.076458 = -958975.535398
  nChanged 12
		SP:Iteration 36Q (191060.600000 sec): 3 clusters
  Score: Raw -963312.121510 + Penalty 4326.076458 = -958986.045052
  nChanged 13
		SP:Iteration 37Q (191060.800000 sec): 3 clusters
  Score: Raw -963323.034500 + Penalty 4326.076458 = -958996.958042
  nChanged 15
		SP:Iteration 38Q (191060.990000 sec): 3 clusters
  Score: Raw -963331.696994 + Penalty 4326.076458 = -959005.620536
  nChanged 7
		SP:Iteration 39Q (191061.180000 sec): 3 clusters
  Score: Raw -963335.936218 + Penalty 4326.076458 = -959009.859760
  nChanged 7
		SP:Iteration 40F (191061.380000 sec): 3 clusters
  Score: Raw -963339.428646 + Penalty 4326.076458 = -959013.352188
  nChanged 5
		SP:Iteration 41Q (191061.570000 sec): 3 clusters
  Score: Raw -963341.332609 + Penalty 4326.076458 = -959015.256151
  nChanged 0
		SP:Iteration 42F (191061.780000 sec): 3 clusters
  Score: Raw -963341.332609 + Penalty 4326.076458 = -959015.256151
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 78 (142486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (191062.730000 sec): 2 clusters
  Score: Raw -23219907.494597 + Penalty 2943.015759 = -23216964.478838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (191064.120000 sec): 3 clusters
  Score: Raw -23127573.899408 + Penalty 5886.031518 = -23121687.867890
  nChanged 68090
		SP:Iteration 1F (191065.480000 sec): 3 clusters
  Score: Raw -23166647.359277 + Penalty 5886.031518 = -23160761.327759
  nChanged 4769
		SP:Iteration 2Q (191066.970000 sec): 3 clusters
  Score: Raw -23167885.845398 + Penalty 5886.031518 = -23161999.813880
  nChanged 5234
		SP:Iteration 3Q (191068.460000 sec): 3 clusters
  Score: Raw -23169427.952497 + Penalty 5886.031518 = -23163541.920979
  nChanged 5696
		SP:Iteration 4Q (191069.900000 sec): 3 clusters
  Score: Raw -23171420.018988 + Penalty 5886.031518 = -23165533.987470
  nChanged 6398
		SP:Iteration 5Q (191071.360000 sec): 3 clusters
  Score: Raw -23174191.575863 + Penalty 5886.031518 = -23168305.544345
  nChanged 7229
		SP:Iteration 6F (191072.700000 sec): 3 clusters
  Score: Raw -23177894.920876 + Penalty 5886.031518 = -23172008.889358
  nChanged 7870
		SP:Iteration 7F (191073.950000 sec): 3 clusters
  Score: Raw -23182613.571039 + Penalty 5886.031518 = -23176727.539521
  nChanged 8211
		SP:Iteration 8F (191075.120000 sec): 3 clusters
  Score: Raw -23188286.284966 + Penalty 5886.031518 = -23182400.253448
  nChanged 8342
		SP:Iteration 9F (191076.380000 sec): 3 clusters
  Score: Raw -23194276.988257 + Penalty 5886.031518 = -23188390.956739
  nChanged 7966
		SP:Iteration 10F (191077.620000 sec): 3 clusters
  Score: Raw -23199782.034050 + Penalty 5886.031518 = -23193896.002532
  nChanged 7418
		SP:Iteration 11F (191078.920000 sec): 3 clusters
  Score: Raw -23204608.908947 + Penalty 5886.031518 = -23198722.877429
  nChanged 6702
		SP:Iteration 12Q (191080.180000 sec): 3 clusters
  Score: Raw -23208610.875304 + Penalty 5886.031518 = -23202724.843786
  nChanged 5839
		SP:Iteration 13Q (191081.390000 sec): 3 clusters
  Score: Raw -23211769.962776 + Penalty 5886.031518 = -23205883.931258
  nChanged 4925
		SP:Iteration 14Q (191082.580000 sec): 3 clusters
  Score: Raw -23214218.613870 + Penalty 5886.031518 = -23208332.582352
  nChanged 3955
		SP:Iteration 15Q (191083.720000 sec): 3 clusters
  Score: Raw -23216011.867839 + Penalty 5886.031518 = -23210125.836321
  nChanged 3124
		SP:Iteration 16Q (191084.800000 sec): 3 clusters
  Score: Raw -23217326.434478 + Penalty 5886.031518 = -23211440.402960
  nChanged 2372
		SP:Iteration 17Q (191085.840000 sec): 3 clusters
  Score: Raw -23218257.427706 + Penalty 5886.031518 = -23212371.396188
  nChanged 1817
		SP:Iteration 18Q (191086.880000 sec): 3 clusters
  Score: Raw -23218928.890246 + Penalty 5886.031518 = -23213042.858728
  nChanged 1380
		SP:Iteration 19Q (191087.960000 sec): 3 clusters
  Score: Raw -23219403.324920 + Penalty 5886.031518 = -23213517.293402
  nChanged 1036
		SP:Iteration 20F (191089.060000 sec): 3 clusters
  Score: Raw -23219743.285660 + Penalty 5886.031518 = -23213857.254142
  nChanged 739
		SP:Iteration 21Q (191090.180000 sec): 3 clusters
  Score: Raw -23219963.935336 + Penalty 5886.031518 = -23214077.903818
  nChanged 537
		SP:Iteration 22Q (191091.320000 sec): 3 clusters
  Score: Raw -23220119.455932 + Penalty 5886.031518 = -23214233.424414
  nChanged 451
		SP:Iteration 23Q (191092.450000 sec): 3 clusters
  Score: Raw -23220251.600196 + Penalty 5886.031518 = -23214365.568678
  nChanged 390
		SP:Iteration 24Q (191093.470000 sec): 3 clusters
  Score: Raw -23220356.945918 + Penalty 5886.031518 = -23214470.914400
  nChanged 317
		SP:Iteration 25Q (191094.620000 sec): 3 clusters
  Score: Raw -23220444.708104 + Penalty 5886.031518 = -23214558.676586
  nChanged 264
		SP:Iteration 26Q (191095.730000 sec): 3 clusters
  Score: Raw -23220513.372857 + Penalty 5886.031518 = -23214627.341339
  nChanged 194
		SP:Iteration 27Q (191096.710000 sec): 3 clusters
  Score: Raw -23220564.052051 + Penalty 5886.031518 = -23214678.020533
  nChanged 171
		SP:Iteration 28Q (191097.850000 sec): 3 clusters
  Score: Raw -23220607.992284 + Penalty 5886.031518 = -23214721.960766
  nChanged 159
		SP:Iteration 29Q (191098.990000 sec): 3 clusters
  Score: Raw -23220646.949342 + Penalty 5886.031518 = -23214760.917824
  nChanged 125
		SP:Iteration 30Q (191100.120000 sec): 3 clusters
  Score: Raw -23220676.036656 + Penalty 5886.031518 = -23214790.005138
  nChanged 101
		SP:Iteration 31Q (191101.130000 sec): 3 clusters
  Score: Raw -23220699.481134 + Penalty 5886.031518 = -23214813.449616
  nChanged 93
		SP:Iteration 32Q (191102.150000 sec): 3 clusters
  Score: Raw -23220721.465257 + Penalty 5886.031518 = -23214835.433739
  nChanged 86
		SP:Iteration 33Q (191103.220000 sec): 3 clusters
  Score: Raw -23220742.188675 + Penalty 5886.031518 = -23214856.157157
  nChanged 73
		SP:Iteration 34Q (191104.280000 sec): 3 clusters
  Score: Raw -23220760.221177 + Penalty 5886.031518 = -23214874.189659
  nChanged 61
		SP:Iteration 35Q (191105.350000 sec): 3 clusters
  Score: Raw -23220772.157858 + Penalty 5886.031518 = -23214886.126340
  nChanged 58
		SP:Iteration 36Q (191106.340000 sec): 3 clusters
  Score: Raw -23220782.850627 + Penalty 5886.031518 = -23214896.819109
  nChanged 44
		SP:Iteration 37Q (191107.440000 sec): 3 clusters
  Score: Raw -23220791.077731 + Penalty 5886.031518 = -23214905.046213
  nChanged 37
		SP:Iteration 38Q (191108.430000 sec): 3 clusters
  Score: Raw -23220798.111475 + Penalty 5886.031518 = -23214912.079957
  nChanged 26
		SP:Iteration 39Q (191109.510000 sec): 3 clusters
  Score: Raw -23220803.412569 + Penalty 5886.031518 = -23214917.381051
  nChanged 23
		SP:Iteration 40F (191110.660000 sec): 3 clusters
  Score: Raw -23220807.479407 + Penalty 5886.031518 = -23214921.447889
  nChanged 18
		SP:Iteration 41Q (191111.800000 sec): 3 clusters
  Score: Raw -23220810.159807 + Penalty 5886.031518 = -23214924.128289
  nChanged 11
		SP:Iteration 42Q (191112.810000 sec): 3 clusters
  Score: Raw -23220811.553235 + Penalty 5886.031518 = -23214925.521717
  nChanged 5
		SP:Iteration 43Q (191113.850000 sec): 3 clusters
  Score: Raw -23220812.368021 + Penalty 5886.031518 = -23214926.336503
  nChanged 11
		SP:Iteration 44Q (191114.820000 sec): 3 clusters
  Score: Raw -23220814.205756 + Penalty 5886.031518 = -23214928.174238
  nChanged 13
		SP:Iteration 45Q (191115.750000 sec): 3 clusters
  Score: Raw -23220816.513978 + Penalty 5886.031518 = -23214930.482460
  nChanged 16
		SP:Iteration 46Q (191116.870000 sec): 3 clusters
  Score: Raw -23220819.368706 + Penalty 5886.031518 = -23214933.337188
  nChanged 19
		SP:Iteration 47Q (191117.880000 sec): 3 clusters
  Score: Raw -23220823.089812 + Penalty 5886.031518 = -23214937.058294
  nChanged 18
		SP:Iteration 48Q (191118.960000 sec): 3 clusters
  Score: Raw -23220825.685717 + Penalty 5886.031518 = -23214939.654199
  nChanged 13
		SP:Iteration 49Q (191119.950000 sec): 3 clusters
  Score: Raw -23220828.128754 + Penalty 5886.031518 = -23214942.097236
  nChanged 17
		SP:Iteration 50Q (191121.000000 sec): 3 clusters
  Score: Raw -23220830.955934 + Penalty 5886.031518 = -23214944.924416
  nChanged 13
		SP:Iteration 51Q (191122.040000 sec): 3 clusters
  Score: Raw -23220832.941188 + Penalty 5886.031518 = -23214946.909670
  nChanged 15
		SP:Iteration 52Q (191123.130000 sec): 3 clusters
  Score: Raw -23220835.372031 + Penalty 5886.031518 = -23214949.340513
  nChanged 11
		SP:Iteration 53Q (191124.210000 sec): 3 clusters
  Score: Raw -23220837.811032 + Penalty 5886.031518 = -23214951.779514
  nChanged 13
		SP:Iteration 54Q (191125.240000 sec): 3 clusters
  Score: Raw -23220840.096896 + Penalty 5886.031518 = -23214954.065378
  nChanged 13
		SP:Iteration 55Q (191126.350000 sec): 3 clusters
  Score: Raw -23220842.525744 + Penalty 5886.031518 = -23214956.494226
  nChanged 12
		SP:Iteration 56Q (191127.420000 sec): 3 clusters
  Score: Raw -23220845.097781 + Penalty 5886.031518 = -23214959.066263
  nChanged 12
		SP:Iteration 57Q (191128.520000 sec): 3 clusters
  Score: Raw -23220847.186977 + Penalty 5886.031518 = -23214961.155459
  nChanged 10
		SP:Iteration 58Q (191129.550000 sec): 3 clusters
  Score: Raw -23220848.960521 + Penalty 5886.031518 = -23214962.929003
  nChanged 9
		SP:Iteration 59Q (191130.610000 sec): 3 clusters
  Score: Raw -23220850.251406 + Penalty 5886.031518 = -23214964.219888
  nChanged 8
		SP:Iteration 60F (191131.740000 sec): 3 clusters
  Score: Raw -23220851.226970 + Penalty 5886.031518 = -23214965.195452
  nChanged 5
		SP:Iteration 61Q (191132.790000 sec): 3 clusters
  Score: Raw -23220852.246341 + Penalty 5886.031518 = -23214966.214823
  nChanged 8
		SP:Iteration 62Q (191133.840000 sec): 3 clusters
  Score: Raw -23220853.659037 + Penalty 5886.031518 = -23214967.627519
  nChanged 4
		SP:Iteration 63Q (191134.960000 sec): 3 clusters
  Score: Raw -23220854.488602 + Penalty 5886.031518 = -23214968.457084
  nChanged 6
		SP:Iteration 64Q (191136.060000 sec): 3 clusters
  Score: Raw -23220855.329394 + Penalty 5886.031518 = -23214969.297876
  nChanged 5
		SP:Iteration 65Q (191137.170000 sec): 3 clusters
  Score: Raw -23220856.194496 + Penalty 5886.031518 = -23214970.162978
  nChanged 4
		SP:Iteration 66Q (191138.220000 sec): 3 clusters
  Score: Raw -23220857.097260 + Penalty 5886.031518 = -23214971.065742
  nChanged 7
		SP:Iteration 67Q (191139.230000 sec): 3 clusters
  Score: Raw -23220858.415253 + Penalty 5886.031518 = -23214972.383735
  nChanged 9
		SP:Iteration 68Q (191140.340000 sec): 3 clusters
  Score: Raw -23220859.787474 + Penalty 5886.031518 = -23214973.755955
  nChanged 9
		SP:Iteration 69Q (191141.430000 sec): 3 clusters
  Score: Raw -23220861.252769 + Penalty 5886.031518 = -23214975.221251
  nChanged 5
		SP:Iteration 70Q (191142.490000 sec): 3 clusters
  Score: Raw -23220861.894036 + Penalty 5886.031518 = -23214975.862518
  nChanged 4
		SP:Iteration 71Q (191143.470000 sec): 3 clusters
  Score: Raw -23220862.604574 + Penalty 5886.031518 = -23214976.573056
  nChanged 7
		SP:Iteration 72Q (191144.480000 sec): 3 clusters
  Score: Raw -23220863.897752 + Penalty 5886.031518 = -23214977.866234
  nChanged 7
		SP:Iteration 73Q (191145.490000 sec): 3 clusters
  Score: Raw -23220864.886238 + Penalty 5886.031518 = -23214978.854720
  nChanged 1
		SP:Iteration 74Q (191146.440000 sec): 3 clusters
  Score: Raw -23220865.045825 + Penalty 5886.031518 = -23214979.014307
  nChanged 0
		SP:Iteration 75F (191147.590000 sec): 3 clusters
  Score: Raw -23220865.045825 + Penalty 5886.031518 = -23214979.014307
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 79 (21464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (191147.870000 sec): 2 clusters
  Score: Raw -3425646.358394 + Penalty 2473.584833 = -3423172.773561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (191148.230000 sec): 3 clusters
  Score: Raw -3412975.109333 + Penalty 4947.169666 = -3408027.939666
  nChanged 9599
		SP:Iteration 1F (191148.570000 sec): 3 clusters
  Score: Raw -3418103.681471 + Penalty 4947.169666 = -3413156.511805
  nChanged 1249
		SP:Iteration 2F (191148.860000 sec): 3 clusters
  Score: Raw -3418623.529124 + Penalty 4947.169666 = -3413676.359457
  nChanged 1106
		SP:Iteration 3F (191149.140000 sec): 3 clusters
  Score: Raw -3419146.763839 + Penalty 4947.169666 = -3414199.594172
  nChanged 1090
		SP:Iteration 4F (191149.500000 sec): 3 clusters
  Score: Raw -3419763.295410 + Penalty 4947.169666 = -3414816.125743
  nChanged 1187
		SP:Iteration 5F (191149.850000 sec): 3 clusters
  Score: Raw -3420453.914372 + Penalty 4947.169666 = -3415506.744705
  nChanged 1193
		SP:Iteration 6F (191150.180000 sec): 3 clusters
  Score: Raw -3421219.282703 + Penalty 4947.169666 = -3416272.113037
  nChanged 1247
		SP:Iteration 7F (191150.530000 sec): 3 clusters
  Score: Raw -3422111.466498 + Penalty 4947.169666 = -3417164.296832
  nChanged 1250
		SP:Iteration 8F (191150.910000 sec): 3 clusters
  Score: Raw -3423028.512122 + Penalty 4947.169666 = -3418081.342456
  nChanged 1095
		SP:Iteration 9F (191151.230000 sec): 3 clusters
  Score: Raw -3423864.856545 + Penalty 4947.169666 = -3418917.686879
  nChanged 896
		SP:Iteration 10Q (191151.620000 sec): 3 clusters
  Score: Raw -3424480.811844 + Penalty 4947.169666 = -3419533.642178
  nChanged 685
		SP:Iteration 11Q (191151.950000 sec): 3 clusters
  Score: Raw -3424846.037413 + Penalty 4947.169666 = -3419898.867746
  nChanged 500
		SP:Iteration 12Q (191152.320000 sec): 3 clusters
  Score: Raw -3425102.557832 + Penalty 4947.169666 = -3420155.388165
  nChanged 383
		SP:Iteration 13Q (191152.640000 sec): 3 clusters
  Score: Raw -3425283.177834 + Penalty 4947.169666 = -3420336.008168
  nChanged 329
		SP:Iteration 14Q (191152.920000 sec): 3 clusters
  Score: Raw -3425446.625446 + Penalty 4947.169666 = -3420499.455779
  nChanged 285
		SP:Iteration 15Q (191153.260000 sec): 3 clusters
  Score: Raw -3425577.871674 + Penalty 4947.169666 = -3420630.702007
  nChanged 230
		SP:Iteration 16Q (191153.610000 sec): 3 clusters
  Score: Raw -3425677.171635 + Penalty 4947.169666 = -3420730.001969
  nChanged 193
		SP:Iteration 17Q (191153.990000 sec): 3 clusters
  Score: Raw -3425751.481288 + Penalty 4947.169666 = -3420804.311621
  nChanged 169
		SP:Iteration 18Q (191154.290000 sec): 3 clusters
  Score: Raw -3425815.397562 + Penalty 4947.169666 = -3420868.227896
  nChanged 146
		SP:Iteration 19Q (191154.670000 sec): 3 clusters
  Score: Raw -3425860.805958 + Penalty 4947.169666 = -3420913.636292
  nChanged 124
		SP:Iteration 20F (191155.030000 sec): 3 clusters
  Score: Raw -3425896.157302 + Penalty 4947.169666 = -3420948.987635
  nChanged 105
		SP:Iteration 21Q (191155.400000 sec): 3 clusters
  Score: Raw -3425919.249891 + Penalty 4947.169666 = -3420972.080225
  nChanged 65
		SP:Iteration 22Q (191155.770000 sec): 3 clusters
  Score: Raw -3425931.403355 + Penalty 4947.169666 = -3420984.233689
  nChanged 58
		SP:Iteration 23Q (191156.080000 sec): 3 clusters
  Score: Raw -3425940.798432 + Penalty 4947.169666 = -3420993.628766
  nChanged 54
		SP:Iteration 24Q (191156.490000 sec): 3 clusters
  Score: Raw -3425950.827731 + Penalty 4947.169666 = -3421003.658064
  nChanged 69
		SP:Iteration 25Q (191156.770000 sec): 3 clusters
  Score: Raw -3425963.119316 + Penalty 4947.169666 = -3421015.949649
  nChanged 52
		SP:Iteration 26Q (191157.170000 sec): 3 clusters
  Score: Raw -3425972.681006 + Penalty 4947.169666 = -3421025.511339
  nChanged 68
		SP:Iteration 27Q (191157.520000 sec): 3 clusters
  Score: Raw -3425984.350765 + Penalty 4947.169666 = -3421037.181099
  nChanged 55
		SP:Iteration 28Q (191157.840000 sec): 3 clusters
  Score: Raw -3425993.078179 + Penalty 4947.169666 = -3421045.908513
  nChanged 47
		SP:Iteration 29Q (191158.170000 sec): 3 clusters
  Score: Raw -3426001.199790 + Penalty 4947.169666 = -3421054.030124
  nChanged 57
		SP:Iteration 30Q (191158.560000 sec): 3 clusters
  Score: Raw -3426010.098030 + Penalty 4947.169666 = -3421062.928364
  nChanged 59
		SP:Iteration 31Q (191158.920000 sec): 3 clusters
  Score: Raw -3426020.159795 + Penalty 4947.169666 = -3421072.990129
  nChanged 55
		SP:Iteration 32Q (191159.240000 sec): 3 clusters
  Score: Raw -3426029.081966 + Penalty 4947.169666 = -3421081.912300
  nChanged 45
		SP:Iteration 33Q (191159.570000 sec): 3 clusters
  Score: Raw -3426035.298582 + Penalty 4947.169666 = -3421088.128916
  nChanged 23
		SP:Iteration 34Q (191159.930000 sec): 3 clusters
  Score: Raw -3426038.336008 + Penalty 4947.169666 = -3421091.166341
  nChanged 20
		SP:Iteration 35Q (191160.340000 sec): 3 clusters
  Score: Raw -3426041.114012 + Penalty 4947.169666 = -3421093.944345
  nChanged 21
		SP:Iteration 36Q (191160.730000 sec): 3 clusters
  Score: Raw -3426043.508453 + Penalty 4947.169666 = -3421096.338786
  nChanged 16
		SP:Iteration 37Q (191161.080000 sec): 3 clusters
  Score: Raw -3426045.404659 + Penalty 4947.169666 = -3421098.234993
  nChanged 10
		SP:Iteration 38Q (191161.410000 sec): 3 clusters
  Score: Raw -3426046.771990 + Penalty 4947.169666 = -3421099.602323
  nChanged 15
		SP:Iteration 39Q (191161.790000 sec): 3 clusters
  Score: Raw -3426049.352305 + Penalty 4947.169666 = -3421102.182638
  nChanged 15
		SP:Iteration 40F (191162.070000 sec): 3 clusters
  Score: Raw -3426051.649016 + Penalty 4947.169666 = -3421104.479350
  nChanged 18
		SP:Iteration 41Q (191162.470000 sec): 3 clusters
  Score: Raw -3426054.149379 + Penalty 4947.169666 = -3421106.979713
  nChanged 12
		SP:Iteration 42Q (191162.860000 sec): 3 clusters
  Score: Raw -3426055.596815 + Penalty 4947.169666 = -3421108.427148
  nChanged 6
		SP:Iteration 43Q (191163.180000 sec): 3 clusters
  Score: Raw -3426056.088769 + Penalty 4947.169666 = -3421108.919103
  nChanged 9
		SP:Iteration 44Q (191163.570000 sec): 3 clusters
  Score: Raw -3426057.042718 + Penalty 4947.169666 = -3421109.873052
  nChanged 6
		SP:Iteration 45Q (191163.950000 sec): 3 clusters
  Score: Raw -3426057.961325 + Penalty 4947.169666 = -3421110.791659
  nChanged 11
		SP:Iteration 46Q (191164.330000 sec): 3 clusters
  Score: Raw -3426059.331041 + Penalty 4947.169666 = -3421112.161374
  nChanged 11
		SP:Iteration 47Q (191164.670000 sec): 3 clusters
  Score: Raw -3426060.310142 + Penalty 4947.169666 = -3421113.140475
  nChanged 8
		SP:Iteration 48Q (191164.980000 sec): 3 clusters
  Score: Raw -3426061.140072 + Penalty 4947.169666 = -3421113.970405
  nChanged 10
		SP:Iteration 49Q (191165.370000 sec): 3 clusters
  Score: Raw -3426062.196340 + Penalty 4947.169666 = -3421115.026674
  nChanged 7
		SP:Iteration 50Q (191165.750000 sec): 3 clusters
  Score: Raw -3426062.748689 + Penalty 4947.169666 = -3421115.579023
  nChanged 3
		SP:Iteration 51Q (191166.090000 sec): 3 clusters
  Score: Raw -3426062.968757 + Penalty 4947.169666 = -3421115.799090
  nChanged 1
		SP:Iteration 52Q (191166.490000 sec): 3 clusters
  Score: Raw -3426063.118101 + Penalty 4947.169666 = -3421115.948435
  nChanged 1
		SP:Iteration 53Q (191166.820000 sec): 3 clusters
  Score: Raw -3426063.228857 + Penalty 4947.169666 = -3421116.059191
  nChanged 3
		SP:Iteration 54Q (191167.170000 sec): 3 clusters
  Score: Raw -3426063.463256 + Penalty 4947.169666 = -3421116.293590
  nChanged 3
		SP:Iteration 55Q (191167.520000 sec): 3 clusters
  Score: Raw -3426063.790778 + Penalty 4947.169666 = -3421116.621112
  nChanged 3
		SP:Iteration 56Q (191167.880000 sec): 3 clusters
  Score: Raw -3426064.330266 + Penalty 4947.169666 = -3421117.160599
  nChanged 5
		SP:Iteration 57Q (191168.220000 sec): 3 clusters
  Score: Raw -3426064.925561 + Penalty 4947.169666 = -3421117.755895
  nChanged 1
		SP:Iteration 58Q (191168.630000 sec): 3 clusters
  Score: Raw -3426064.970040 + Penalty 4947.169666 = -3421117.800373
  nChanged 1
		SP:Iteration 59Q (191169.000000 sec): 3 clusters
  Score: Raw -3426065.120471 + Penalty 4947.169666 = -3421117.950805
  nChanged 2
		SP:Iteration 60F (191169.290000 sec): 3 clusters
  Score: Raw -3426065.674397 + Penalty 4947.169666 = -3421118.504730
  nChanged 6
		SP:Iteration 61Q (191169.550000 sec): 3 clusters
  Score: Raw -3426066.250219 + Penalty 4947.169666 = -3421119.080552
  nChanged 8
		SP:Iteration 62Q (191169.910000 sec): 3 clusters
  Score: Raw -3426066.964867 + Penalty 4947.169666 = -3421119.795201
  nChanged 4
		SP:Iteration 63Q (191170.240000 sec): 3 clusters
  Score: Raw -3426067.991362 + Penalty 4947.169666 = -3421120.821696
  nChanged 7
		SP:Iteration 64Q (191170.610000 sec): 3 clusters
  Score: Raw -3426069.131475 + Penalty 4947.169666 = -3421121.961808
  nChanged 11
		SP:Iteration 65Q (191170.940000 sec): 3 clusters
  Score: Raw -3426070.494316 + Penalty 4947.169666 = -3421123.324649
  nChanged 11
		SP:Iteration 66Q (191171.280000 sec): 3 clusters
  Score: Raw -3426071.922686 + Penalty 4947.169666 = -3421124.753020
  nChanged 12
		SP:Iteration 67Q (191171.570000 sec): 3 clusters
  Score: Raw -3426073.528328 + Penalty 4947.169666 = -3421126.358661
  nChanged 16
		SP:Iteration 68Q (191171.930000 sec): 3 clusters
  Score: Raw -3426075.461863 + Penalty 4947.169666 = -3421128.292196
  nChanged 17
		SP:Iteration 69Q (191172.260000 sec): 3 clusters
  Score: Raw -3426077.642119 + Penalty 4947.169666 = -3421130.472452
  nChanged 22
		SP:Iteration 70Q (191172.570000 sec): 3 clusters
  Score: Raw -3426080.578587 + Penalty 4947.169666 = -3421133.408921
  nChanged 21
		SP:Iteration 71Q (191172.950000 sec): 3 clusters
  Score: Raw -3426083.252011 + Penalty 4947.169666 = -3421136.082344
  nChanged 16
		SP:Iteration 72Q (191173.240000 sec): 3 clusters
  Score: Raw -3426085.706456 + Penalty 4947.169666 = -3421138.536790
  nChanged 19
		SP:Iteration 73Q (191173.560000 sec): 3 clusters
  Score: Raw -3426087.876697 + Penalty 4947.169666 = -3421140.707031
  nChanged 15
		SP:Iteration 74Q (191173.890000 sec): 3 clusters
  Score: Raw -3426089.873952 + Penalty 4947.169666 = -3421142.704286
  nChanged 17
		SP:Iteration 75Q (191174.110000 sec): 3 clusters
  Score: Raw -3426092.361589 + Penalty 4947.169666 = -3421145.191923
  nChanged 12
		SP:Iteration 76Q (191174.450000 sec): 3 clusters
  Score: Raw -3426094.151611 + Penalty 4947.169666 = -3421146.981944
  nChanged 9
		SP:Iteration 77Q (191174.770000 sec): 3 clusters
  Score: Raw -3426094.919309 + Penalty 4947.169666 = -3421147.749643
  nChanged 5
		SP:Iteration 78Q (191175.070000 sec): 3 clusters
  Score: Raw -3426095.334432 + Penalty 4947.169666 = -3421148.164766
  nChanged 1
		SP:Iteration 79Q (191175.410000 sec): 3 clusters
  Score: Raw -3426095.432199 + Penalty 4947.169666 = -3421148.262533
  nChanged 3
		SP:Iteration 80F (191175.700000 sec): 3 clusters
  Score: Raw -3426096.101394 + Penalty 4947.169666 = -3421148.931728
  nChanged 5
		SP:Iteration 81Q (191176.000000 sec): 3 clusters
  Score: Raw -3426096.605478 + Penalty 4947.169666 = -3421149.435812
  nChanged 10
		SP:Iteration 82Q (191176.290000 sec): 3 clusters
  Score: Raw -3426098.038956 + Penalty 4947.169666 = -3421150.869289
  nChanged 12
		SP:Iteration 83Q (191176.630000 sec): 3 clusters
  Score: Raw -3426099.360967 + Penalty 4947.169666 = -3421152.191300
  nChanged 14
		SP:Iteration 84Q (191176.940000 sec): 3 clusters
  Score: Raw -3426100.933842 + Penalty 4947.169666 = -3421153.764175
  nChanged 15
		SP:Iteration 85Q (191177.270000 sec): 3 clusters
  Score: Raw -3426102.839536 + Penalty 4947.169666 = -3421155.669869
  nChanged 12
		SP:Iteration 86Q (191177.530000 sec): 3 clusters
  Score: Raw -3426104.393296 + Penalty 4947.169666 = -3421157.223630
  nChanged 19
		SP:Iteration 87Q (191177.840000 sec): 3 clusters
  Score: Raw -3426107.391601 + Penalty 4947.169666 = -3421160.221935
  nChanged 20
		SP:Iteration 88Q (191178.160000 sec): 3 clusters
  Score: Raw -3426110.083722 + Penalty 4947.169666 = -3421162.914055
  nChanged 15
		SP:Iteration 89Q (191178.480000 sec): 3 clusters
  Score: Raw -3426112.399700 + Penalty 4947.169666 = -3421165.230033
  nChanged 18
		SP:Iteration 90Q (191178.790000 sec): 3 clusters
  Score: Raw -3426115.002531 + Penalty 4947.169666 = -3421167.832864
  nChanged 18
		SP:Iteration 91Q (191179.150000 sec): 3 clusters
  Score: Raw -3426117.296956 + Penalty 4947.169666 = -3421170.127290
  nChanged 15
		SP:Iteration 92Q (191179.510000 sec): 3 clusters
  Score: Raw -3426119.315784 + Penalty 4947.169666 = -3421172.146117
  nChanged 18
		SP:Iteration 93Q (191179.920000 sec): 3 clusters
  Score: Raw -3426122.068594 + Penalty 4947.169666 = -3421174.898928
  nChanged 21
		SP:Iteration 94Q (191180.360000 sec): 3 clusters
  Score: Raw -3426125.563811 + Penalty 4947.169666 = -3421178.394145
  nChanged 23
		SP:Iteration 95Q (191180.720000 sec): 3 clusters
  Score: Raw -3426129.200176 + Penalty 4947.169666 = -3421182.030510
  nChanged 22
		SP:Iteration 96Q (191181.040000 sec): 3 clusters
  Score: Raw -3426131.793540 + Penalty 4947.169666 = -3421184.623873
  nChanged 16
		SP:Iteration 97Q (191181.340000 sec): 3 clusters
  Score: Raw -3426134.358729 + Penalty 4947.169666 = -3421187.189063
  nChanged 20
		SP:Iteration 98Q (191181.710000 sec): 3 clusters
  Score: Raw -3426136.636450 + Penalty 4947.169666 = -3421189.466783
  nChanged 12
		SP:Iteration 99Q (191182.070000 sec): 3 clusters
  Score: Raw -3426138.054807 + Penalty 4947.169666 = -3421190.885141
  nChanged 3
		SP:Iteration 100F (191182.400000 sec): 3 clusters
  Score: Raw -3426138.256107 + Penalty 4947.169666 = -3421191.086441
  nChanged 4
		SP:Iteration 101Q (191182.770000 sec): 3 clusters
  Score: Raw -3426138.697612 + Penalty 4947.169666 = -3421191.527945
  nChanged 8
		SP:Iteration 102Q (191183.080000 sec): 3 clusters
  Score: Raw -3426139.342570 + Penalty 4947.169666 = -3421192.172904
  nChanged 2
		SP:Iteration 103Q (191183.430000 sec): 3 clusters
  Score: Raw -3426139.587837 + Penalty 4947.169666 = -3421192.418171
  nChanged 1
		SP:Iteration 104Q (191183.740000 sec): 3 clusters
  Score: Raw -3426139.742985 + Penalty 4947.169666 = -3421192.573319
  nChanged 3
		SP:Iteration 105Q (191184.050000 sec): 3 clusters
  Score: Raw -3426140.069706 + Penalty 4947.169666 = -3421192.900040
  nChanged 3
		SP:Iteration 106Q (191184.400000 sec): 3 clusters
  Score: Raw -3426140.440450 + Penalty 4947.169666 = -3421193.270783
  nChanged 5
		SP:Iteration 107Q (191184.670000 sec): 3 clusters
  Score: Raw -3426141.226708 + Penalty 4947.169666 = -3421194.057041
  nChanged 8
		SP:Iteration 108Q (191185.000000 sec): 3 clusters
  Score: Raw -3426142.215446 + Penalty 4947.169666 = -3421195.045779
  nChanged 8
		SP:Iteration 109Q (191185.290000 sec): 3 clusters
  Score: Raw -3426143.488429 + Penalty 4947.169666 = -3421196.318763
  nChanged 7
		SP:Iteration 110Q (191185.610000 sec): 3 clusters
  Score: Raw -3426144.361167 + Penalty 4947.169666 = -3421197.191501
  nChanged 8
		SP:Iteration 111Q (191185.920000 sec): 3 clusters
  Score: Raw -3426145.287874 + Penalty 4947.169666 = -3421198.118208
  nChanged 8
		SP:Iteration 112Q (191186.230000 sec): 3 clusters
  Score: Raw -3426145.780068 + Penalty 4947.169666 = -3421198.610402
  nChanged 3
		SP:Iteration 113Q (191186.560000 sec): 3 clusters
  Score: Raw -3426146.007293 + Penalty 4947.169666 = -3421198.837627
  nChanged 4
		SP:Iteration 114Q (191186.860000 sec): 3 clusters
  Score: Raw -3426146.532918 + Penalty 4947.169666 = -3421199.363251
  nChanged 5
		SP:Iteration 115Q (191187.170000 sec): 3 clusters
  Score: Raw -3426146.999552 + Penalty 4947.169666 = -3421199.829885
  nChanged 6
		SP:Iteration 116Q (191187.510000 sec): 3 clusters
  Score: Raw -3426147.697223 + Penalty 4947.169666 = -3421200.527556
  nChanged 5
		SP:Iteration 117Q (191187.850000 sec): 3 clusters
  Score: Raw -3426148.213667 + Penalty 4947.169666 = -3421201.044001
  nChanged 2
		SP:Iteration 118Q (191188.170000 sec): 3 clusters
  Score: Raw -3426148.537956 + Penalty 4947.169666 = -3421201.368289
  nChanged 0
		SP:Iteration 119F (191188.500000 sec): 3 clusters
  Score: Raw -3426148.537956 + Penalty 4947.169666 = -3421201.368289
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 80 (3633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (191188.600000 sec): 2 clusters
  Score: Raw -569620.828669 + Penalty 2033.057880 = -567587.770789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (191188.780000 sec): 3 clusters
  Score: Raw -568057.879419 + Penalty 4066.115760 = -563991.763659
  nChanged 1325
		SP:Iteration 1F (191188.970000 sec): 3 clusters
  Score: Raw -568857.568539 + Penalty 4066.115760 = -564791.452779
  nChanged 259
		SP:Iteration 2F (191189.130000 sec): 3 clusters
  Score: Raw -569028.450904 + Penalty 4066.115760 = -564962.335144
  nChanged 167
		SP:Iteration 3Q (191189.300000 sec): 3 clusters
  Score: Raw -569132.859929 + Penalty 4066.115760 = -565066.744169
  nChanged 123
		SP:Iteration 4Q (191189.470000 sec): 3 clusters
  Score: Raw -569194.315709 + Penalty 4066.115760 = -565128.199949
  nChanged 79
		SP:Iteration 5Q (191189.650000 sec): 3 clusters
  Score: Raw -569237.810031 + Penalty 4066.115760 = -565171.694271
  nChanged 72
		SP:Iteration 6Q (191189.820000 sec): 3 clusters
  Score: Raw -569281.601988 + Penalty 4066.115760 = -565215.486228
  nChanged 94
		SP:Iteration 7Q (191189.990000 sec): 3 clusters
  Score: Raw -569356.700340 + Penalty 4066.115760 = -565290.584580
  nChanged 105
		SP:Iteration 8Q (191190.170000 sec): 3 clusters
  Score: Raw -569461.383675 + Penalty 4066.115760 = -565395.267915
  nChanged 146
		SP:Iteration 9Q (191190.340000 sec): 3 clusters
  Score: Raw -569606.826645 + Penalty 4066.115760 = -565540.710885
  nChanged 154
		SP:Iteration 10Q (191190.510000 sec): 3 clusters
  Score: Raw -569779.974742 + Penalty 4066.115760 = -565713.858982
  nChanged 160
		SP:Iteration 11Q (191190.690000 sec): 3 clusters
  Score: Raw -569989.475517 + Penalty 4066.115760 = -565923.359757
  nChanged 181
		SP:Iteration 12Q (191190.860000 sec): 3 clusters
  Score: Raw -570207.928681 + Penalty 4066.115760 = -566141.812921
  nChanged 179
		SP:Iteration 13Q (191191.030000 sec): 3 clusters
  Score: Raw -570401.674486 + Penalty 4066.115760 = -566335.558726
  nChanged 141
		SP:Iteration 14Q (191191.210000 sec): 3 clusters
  Score: Raw -570544.085935 + Penalty 4066.115760 = -566477.970175
  nChanged 108
		SP:Iteration 15Q (191191.380000 sec): 3 clusters
  Score: Raw -570629.277043 + Penalty 4066.115760 = -566563.161283
  nChanged 69
		SP:Iteration 16Q (191191.550000 sec): 3 clusters
  Score: Raw -570676.595650 + Penalty 4066.115760 = -566610.479890
  nChanged 37
		SP:Iteration 17Q (191191.750000 sec): 3 clusters
  Score: Raw -570700.527045 + Penalty 4066.115760 = -566634.411285
  nChanged 31
		SP:Iteration 18Q (191191.900000 sec): 3 clusters
  Score: Raw -570719.457665 + Penalty 4066.115760 = -566653.341905
  nChanged 28
		SP:Iteration 19Q (191192.070000 sec): 3 clusters
  Score: Raw -570734.002311 + Penalty 4066.115760 = -566667.886551
  nChanged 18
		SP:Iteration 20F (191192.250000 sec): 3 clusters
  Score: Raw -570750.120066 + Penalty 4066.115760 = -566684.004306
  nChanged 21
		SP:Iteration 21Q (191192.420000 sec): 3 clusters
  Score: Raw -570763.547955 + Penalty 4066.115760 = -566697.432195
  nChanged 19
		SP:Iteration 22Q (191192.590000 sec): 3 clusters
  Score: Raw -570773.578754 + Penalty 4066.115760 = -566707.462994
  nChanged 16
		SP:Iteration 23Q (191192.770000 sec): 3 clusters
  Score: Raw -570780.844864 + Penalty 4066.115760 = -566714.729105
  nChanged 9
		SP:Iteration 24Q (191192.940000 sec): 3 clusters
  Score: Raw -570785.511030 + Penalty 4066.115760 = -566719.395270
  nChanged 10
		SP:Iteration 25Q (191193.140000 sec): 3 clusters
  Score: Raw -570789.649661 + Penalty 4066.115760 = -566723.533901
  nChanged 4
		SP:Iteration 26Q (191193.340000 sec): 3 clusters
  Score: Raw -570791.530623 + Penalty 4066.115760 = -566725.414863
  nChanged 9
		SP:Iteration 27Q (191193.510000 sec): 3 clusters
  Score: Raw -570795.525936 + Penalty 4066.115760 = -566729.410176
  nChanged 6
		SP:Iteration 28Q (191193.680000 sec): 3 clusters
  Score: Raw -570797.214770 + Penalty 4066.115760 = -566731.099010
  nChanged 4
		SP:Iteration 29Q (191193.860000 sec): 3 clusters
  Score: Raw -570798.746024 + Penalty 4066.115760 = -566732.630264
  nChanged 4
		SP:Iteration 30Q (191194.030000 sec): 3 clusters
  Score: Raw -570800.133636 + Penalty 4066.115760 = -566734.017876
  nChanged 2
		SP:Iteration 31Q (191194.200000 sec): 3 clusters
  Score: Raw -570801.247650 + Penalty 4066.115760 = -566735.131890
  nChanged 1
		SP:Iteration 32Q (191194.380000 sec): 3 clusters
  Score: Raw -570801.522429 + Penalty 4066.115760 = -566735.406669
  nChanged 0
		SP:Iteration 33F (191194.560000 sec): 3 clusters
  Score: Raw -570801.522429 + Penalty 4066.115760 = -566735.406669
  nChanged 0
Iteration 343F (191619.650000 sec): 82 clusters
  Score: Raw -289245927.057299 + Penalty 290126.954618 = -288955800.102681
  nChanged 11
Iteration 344F (192108.210000 sec): 82 clusters
  Score: Raw -289245976.764572 + Penalty 290126.954618 = -288955849.809954
  nChanged 6
Iteration 345Q (192391.060000 sec): 82 clusters
  Score: Raw -289245979.860895 + Penalty 290126.954618 = -288955852.906277
  nChanged 6
Iteration 346Q (192671.980000 sec): 82 clusters
  Score: Raw -289245982.989801 + Penalty 290126.954618 = -288955856.035182
  nChanged 4
Iteration 347Q (192998.090000 sec): 82 clusters
  Score: Raw -289245985.733664 + Penalty 290126.954618 = -288955858.779046
  nChanged 9
Iteration 348Q (193323.970000 sec): 82 clusters
  Score: Raw -289245987.919108 + Penalty 290126.954618 = -288955860.964490
  nChanged 7
Iteration 349Q (193654.450000 sec): 82 clusters
  Score: Raw -289245989.507882 + Penalty 290126.954618 = -288955862.553264
  nChanged 4
Iteration 350Q (193928.670000 sec): 82 clusters
  Score: Raw -289245989.782328 + Penalty 290126.954618 = -288955862.827710
  nChanged 2
Iteration 351Q (194202.360000 sec): 82 clusters
  Score: Raw -289245989.855934 + Penalty 290126.954618 = -288955862.901316
  nChanged 2
Iteration 352Q (194453.460000 sec): 82 clusters
  Score: Raw -289245989.879315 + Penalty 290126.954618 = -288955862.924697
  nChanged 0
Iteration 353F (194836.050000 sec): 82 clusters
  Score: Raw -289245989.879315 + Penalty 290126.954618 = -288955862.924697
  nChanged 0
Compute initial score before splitting:   Score: Raw -289245989.879315 + Penalty 290126.954618 = -288955862.924697
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 1 (14981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194836.240000 sec): 2 clusters
  Score: Raw -2244640.365113 + Penalty 2384.405427 = -2242255.959687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194836.550000 sec): 3 clusters
  Score: Raw -2236008.070562 + Penalty 4768.810853 = -2231239.259709
  nChanged 6541
		SP:Iteration 1F (194836.800000 sec): 3 clusters
  Score: Raw -2239588.366635 + Penalty 4768.810853 = -2234819.555782
  nChanged 926
		SP:Iteration 2F (194837.050000 sec): 3 clusters
  Score: Raw -2240015.783200 + Penalty 4768.810853 = -2235246.972346
  nChanged 802
		SP:Iteration 3F (194837.330000 sec): 3 clusters
  Score: Raw -2240414.569670 + Penalty 4768.810853 = -2235645.758816
  nChanged 748
		SP:Iteration 4Q (194837.570000 sec): 3 clusters
  Score: Raw -2240791.218926 + Penalty 4768.810853 = -2236022.408073
  nChanged 691
		SP:Iteration 5Q (194837.870000 sec): 3 clusters
  Score: Raw -2241130.199987 + Penalty 4768.810853 = -2236361.389134
  nChanged 650
		SP:Iteration 6Q (194838.170000 sec): 3 clusters
  Score: Raw -2241473.979691 + Penalty 4768.810853 = -2236705.168838
  nChanged 636
		SP:Iteration 7Q (194838.440000 sec): 3 clusters
  Score: Raw -2241783.024171 + Penalty 4768.810853 = -2237014.213318
  nChanged 565
		SP:Iteration 8Q (194838.670000 sec): 3 clusters
  Score: Raw -2242056.444093 + Penalty 4768.810853 = -2237287.633239
  nChanged 573
		SP:Iteration 9Q (194838.950000 sec): 3 clusters
  Score: Raw -2242345.866152 + Penalty 4768.810853 = -2237577.055299
  nChanged 573
		SP:Iteration 10Q (194839.180000 sec): 3 clusters
  Score: Raw -2242652.859236 + Penalty 4768.810853 = -2237884.048383
  nChanged 515
		SP:Iteration 11Q (194839.450000 sec): 3 clusters
  Score: Raw -2242913.252975 + Penalty 4768.810853 = -2238144.442122
  nChanged 479
		SP:Iteration 12Q (194839.760000 sec): 3 clusters
  Score: Raw -2243133.292593 + Penalty 4768.810853 = -2238364.481740
  nChanged 384
		SP:Iteration 13Q (194840.030000 sec): 3 clusters
  Score: Raw -2243279.029028 + Penalty 4768.810853 = -2238510.218175
  nChanged 312
		SP:Iteration 14Q (194840.320000 sec): 3 clusters
  Score: Raw -2243389.222300 + Penalty 4768.810853 = -2238620.411447
  nChanged 264
		SP:Iteration 15Q (194840.620000 sec): 3 clusters
  Score: Raw -2243482.412805 + Penalty 4768.810853 = -2238713.601952
  nChanged 219
		SP:Iteration 16Q (194840.880000 sec): 3 clusters
  Score: Raw -2243549.424435 + Penalty 4768.810853 = -2238780.613582
  nChanged 196
		SP:Iteration 17Q (194841.180000 sec): 3 clusters
  Score: Raw -2243602.312415 + Penalty 4768.810853 = -2238833.501562
  nChanged 166
		SP:Iteration 18Q (194841.380000 sec): 3 clusters
  Score: Raw -2243647.268968 + Penalty 4768.810853 = -2238878.458115
  nChanged 153
		SP:Iteration 19Q (194841.600000 sec): 3 clusters
  Score: Raw -2243694.181146 + Penalty 4768.810853 = -2238925.370293
  nChanged 164
		SP:Iteration 20F (194841.830000 sec): 3 clusters
  Score: Raw -2243743.005092 + Penalty 4768.810853 = -2238974.194239
  nChanged 179
		SP:Iteration 21Q (194842.050000 sec): 3 clusters
  Score: Raw -2243795.597624 + Penalty 4768.810853 = -2239026.786771
  nChanged 164
		SP:Iteration 22Q (194842.300000 sec): 3 clusters
  Score: Raw -2243841.534973 + Penalty 4768.810853 = -2239072.724120
  nChanged 169
		SP:Iteration 23Q (194842.550000 sec): 3 clusters
  Score: Raw -2243886.490437 + Penalty 4768.810853 = -2239117.679584
  nChanged 158
		SP:Iteration 24Q (194842.790000 sec): 3 clusters
  Score: Raw -2243932.979266 + Penalty 4768.810853 = -2239164.168413
  nChanged 166
		SP:Iteration 25Q (194843.030000 sec): 3 clusters
  Score: Raw -2243988.318740 + Penalty 4768.810853 = -2239219.507887
  nChanged 173
		SP:Iteration 26Q (194843.280000 sec): 3 clusters
  Score: Raw -2244049.594746 + Penalty 4768.810853 = -2239280.783893
  nChanged 174
		SP:Iteration 27Q (194843.540000 sec): 3 clusters
  Score: Raw -2244108.183008 + Penalty 4768.810853 = -2239339.372154
  nChanged 164
		SP:Iteration 28Q (194843.780000 sec): 3 clusters
  Score: Raw -2244162.783993 + Penalty 4768.810853 = -2239393.973140
  nChanged 161
		SP:Iteration 29Q (194844.020000 sec): 3 clusters
  Score: Raw -2244220.565055 + Penalty 4768.810853 = -2239451.754201
  nChanged 169
		SP:Iteration 30Q (194844.240000 sec): 3 clusters
  Score: Raw -2244294.599264 + Penalty 4768.810853 = -2239525.788411
  nChanged 195
		SP:Iteration 31Q (194844.460000 sec): 3 clusters
  Score: Raw -2244381.983492 + Penalty 4768.810853 = -2239613.172639
  nChanged 201
		SP:Iteration 32Q (194844.680000 sec): 3 clusters
  Score: Raw -2244465.008716 + Penalty 4768.810853 = -2239696.197863
  nChanged 182
		SP:Iteration 33Q (194844.950000 sec): 3 clusters
  Score: Raw -2244541.654332 + Penalty 4768.810853 = -2239772.843479
  nChanged 162
		SP:Iteration 34Q (194845.170000 sec): 3 clusters
  Score: Raw -2244612.541441 + Penalty 4768.810853 = -2239843.730588
  nChanged 151
		SP:Iteration 35Q (194845.390000 sec): 3 clusters
  Score: Raw -2244683.107682 + Penalty 4768.810853 = -2239914.296829
  nChanged 160
		SP:Iteration 36Q (194845.630000 sec): 3 clusters
  Score: Raw -2244757.629060 + Penalty 4768.810853 = -2239988.818207
  nChanged 168
		SP:Iteration 37Q (194845.840000 sec): 3 clusters
  Score: Raw -2244845.433624 + Penalty 4768.810853 = -2240076.622770
  nChanged 155
		SP:Iteration 38Q (194846.080000 sec): 3 clusters
  Score: Raw -2244921.343134 + Penalty 4768.810853 = -2240152.532281
  nChanged 142
		SP:Iteration 39Q (194846.330000 sec): 3 clusters
  Score: Raw -2244994.127489 + Penalty 4768.810853 = -2240225.316636
  nChanged 146
		SP:Iteration 40F (194846.510000 sec): 3 clusters
  Score: Raw -2245072.443447 + Penalty 4768.810853 = -2240303.632594
  nChanged 144
		SP:Iteration 41Q (194846.680000 sec): 3 clusters
  Score: Raw -2245155.588114 + Penalty 4768.810853 = -2240386.777261
  nChanged 120
		SP:Iteration 42Q (194846.900000 sec): 3 clusters
  Score: Raw -2245233.593123 + Penalty 4768.810853 = -2240464.782270
  nChanged 107
		SP:Iteration 43Q (194847.140000 sec): 3 clusters
  Score: Raw -2245293.614091 + Penalty 4768.810853 = -2240524.803238
  nChanged 81
		SP:Iteration 44Q (194847.380000 sec): 3 clusters
  Score: Raw -2245348.785418 + Penalty 4768.810853 = -2240579.974564
  nChanged 76
		SP:Iteration 45Q (194847.650000 sec): 3 clusters
  Score: Raw -2245400.709929 + Penalty 4768.810853 = -2240631.899076
  nChanged 59
		SP:Iteration 46Q (194847.880000 sec): 3 clusters
  Score: Raw -2245440.593172 + Penalty 4768.810853 = -2240671.782318
  nChanged 49
		SP:Iteration 47Q (194848.110000 sec): 3 clusters
  Score: Raw -2245467.287553 + Penalty 4768.810853 = -2240698.476700
  nChanged 41
		SP:Iteration 48Q (194848.330000 sec): 3 clusters
  Score: Raw -2245497.873614 + Penalty 4768.810853 = -2240729.062761
  nChanged 40
		SP:Iteration 49Q (194848.560000 sec): 3 clusters
  Score: Raw -2245523.851752 + Penalty 4768.810853 = -2240755.040899
  nChanged 34
		SP:Iteration 50Q (194848.810000 sec): 3 clusters
  Score: Raw -2245546.959250 + Penalty 4768.810853 = -2240778.148397
  nChanged 35
		SP:Iteration 51Q (194849.080000 sec): 3 clusters
  Score: Raw -2245568.242627 + Penalty 4768.810853 = -2240799.431774
  nChanged 35
		SP:Iteration 52Q (194849.330000 sec): 3 clusters
  Score: Raw -2245586.652507 + Penalty 4768.810853 = -2240817.841654
  nChanged 22
		SP:Iteration 53Q (194849.580000 sec): 3 clusters
  Score: Raw -2245598.872556 + Penalty 4768.810853 = -2240830.061703
  nChanged 14
		SP:Iteration 54Q (194849.830000 sec): 3 clusters
  Score: Raw -2245604.067521 + Penalty 4768.810853 = -2240835.256668
  nChanged 11
		SP:Iteration 55Q (194850.090000 sec): 3 clusters
  Score: Raw -2245607.832554 + Penalty 4768.810853 = -2240839.021701
  nChanged 10
		SP:Iteration 56Q (194850.360000 sec): 3 clusters
  Score: Raw -2245611.212124 + Penalty 4768.810853 = -2240842.401271
  nChanged 6
		SP:Iteration 57Q (194850.620000 sec): 3 clusters
  Score: Raw -2245614.557171 + Penalty 4768.810853 = -2240845.746318
  nChanged 5
		SP:Iteration 58Q (194850.820000 sec): 3 clusters
  Score: Raw -2245615.942947 + Penalty 4768.810853 = -2240847.132094
  nChanged 2
		SP:Iteration 59Q (194851.100000 sec): 3 clusters
  Score: Raw -2245616.627338 + Penalty 4768.810853 = -2240847.816485
  nChanged 1
		SP:Iteration 60F (194851.360000 sec): 3 clusters
  Score: Raw -2245616.775635 + Penalty 4768.810853 = -2240847.964782
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 2 (13759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194851.530000 sec): 2 clusters
  Score: Raw -2212285.577270 + Penalty 2363.303212 = -2209922.274058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194851.790000 sec): 3 clusters
  Score: Raw -2204642.820662 + Penalty 4726.606423 = -2199916.214239
  nChanged 5850
		SP:Iteration 1F (194852.030000 sec): 3 clusters
  Score: Raw -2207829.391621 + Penalty 4726.606423 = -2203102.785197
  nChanged 763
		SP:Iteration 2F (194852.280000 sec): 3 clusters
  Score: Raw -2208161.731580 + Penalty 4726.606423 = -2203435.125156
  nChanged 680
		SP:Iteration 3Q (194852.540000 sec): 3 clusters
  Score: Raw -2208430.457836 + Penalty 4726.606423 = -2203703.851412
  nChanged 554
		SP:Iteration 4Q (194852.810000 sec): 3 clusters
  Score: Raw -2208613.834667 + Penalty 4726.606423 = -2203887.228243
  nChanged 429
		SP:Iteration 5Q (194853.110000 sec): 3 clusters
  Score: Raw -2208753.306875 + Penalty 4726.606423 = -2204026.700452
  nChanged 374
		SP:Iteration 6Q (194853.390000 sec): 3 clusters
  Score: Raw -2208890.729687 + Penalty 4726.606423 = -2204164.123263
  nChanged 359
		SP:Iteration 7Q (194853.620000 sec): 3 clusters
  Score: Raw -2209037.023197 + Penalty 4726.606423 = -2204310.416774
  nChanged 369
		SP:Iteration 8Q (194853.890000 sec): 3 clusters
  Score: Raw -2209190.743774 + Penalty 4726.606423 = -2204464.137350
  nChanged 395
		SP:Iteration 9Q (194854.170000 sec): 3 clusters
  Score: Raw -2209383.646739 + Penalty 4726.606423 = -2204657.040316
  nChanged 430
		SP:Iteration 10Q (194854.430000 sec): 3 clusters
  Score: Raw -2209628.101569 + Penalty 4726.606423 = -2204901.495146
  nChanged 484
		SP:Iteration 11Q (194854.640000 sec): 3 clusters
  Score: Raw -2209929.610274 + Penalty 4726.606423 = -2205203.003851
  nChanged 564
		SP:Iteration 12Q (194854.850000 sec): 3 clusters
  Score: Raw -2210296.776321 + Penalty 4726.606423 = -2205570.169898
  nChanged 554
		SP:Iteration 13Q (194855.150000 sec): 3 clusters
  Score: Raw -2210696.882036 + Penalty 4726.606423 = -2205970.275612
  nChanged 514
		SP:Iteration 14Q (194855.350000 sec): 3 clusters
  Score: Raw -2211059.630517 + Penalty 4726.606423 = -2206333.024093
  nChanged 461
		SP:Iteration 15Q (194855.610000 sec): 3 clusters
  Score: Raw -2211400.809698 + Penalty 4726.606423 = -2206674.203275
  nChanged 450
		SP:Iteration 16Q (194855.850000 sec): 3 clusters
  Score: Raw -2211767.391967 + Penalty 4726.606423 = -2207040.785543
  nChanged 380
		SP:Iteration 17Q (194856.130000 sec): 3 clusters
  Score: Raw -2212048.417084 + Penalty 4726.606423 = -2207321.810660
  nChanged 305
		SP:Iteration 18Q (194856.400000 sec): 3 clusters
  Score: Raw -2212231.010034 + Penalty 4726.606423 = -2207504.403610
  nChanged 254
		SP:Iteration 19Q (194856.650000 sec): 3 clusters
  Score: Raw -2212352.361888 + Penalty 4726.606423 = -2207625.755464
  nChanged 208
		SP:Iteration 20F (194856.860000 sec): 3 clusters
  Score: Raw -2212445.720693 + Penalty 4726.606423 = -2207719.114270
  nChanged 168
		SP:Iteration 21Q (194857.080000 sec): 3 clusters
  Score: Raw -2212528.548599 + Penalty 4726.606423 = -2207801.942176
  nChanged 167
		SP:Iteration 22Q (194857.270000 sec): 3 clusters
  Score: Raw -2212602.170907 + Penalty 4726.606423 = -2207875.564483
  nChanged 126
		SP:Iteration 23Q (194857.460000 sec): 3 clusters
  Score: Raw -2212652.740147 + Penalty 4726.606423 = -2207926.133724
  nChanged 101
		SP:Iteration 24Q (194857.700000 sec): 3 clusters
  Score: Raw -2212689.410901 + Penalty 4726.606423 = -2207962.804478
  nChanged 74
		SP:Iteration 25Q (194857.950000 sec): 3 clusters
  Score: Raw -2212716.260952 + Penalty 4726.606423 = -2207989.654528
  nChanged 59
		SP:Iteration 26Q (194858.180000 sec): 3 clusters
  Score: Raw -2212736.815334 + Penalty 4726.606423 = -2208010.208911
  nChanged 51
		SP:Iteration 27Q (194858.360000 sec): 3 clusters
  Score: Raw -2212752.847785 + Penalty 4726.606423 = -2208026.241361
  nChanged 40
		SP:Iteration 28Q (194858.590000 sec): 3 clusters
  Score: Raw -2212763.848599 + Penalty 4726.606423 = -2208037.242175
  nChanged 24
		SP:Iteration 29Q (194858.860000 sec): 3 clusters
  Score: Raw -2212771.453664 + Penalty 4726.606423 = -2208044.847241
  nChanged 24
		SP:Iteration 30Q (194859.080000 sec): 3 clusters
  Score: Raw -2212778.334302 + Penalty 4726.606423 = -2208051.727879
  nChanged 21
		SP:Iteration 31Q (194859.300000 sec): 3 clusters
  Score: Raw -2212783.597062 + Penalty 4726.606423 = -2208056.990639
  nChanged 15
		SP:Iteration 32Q (194859.500000 sec): 3 clusters
  Score: Raw -2212788.749098 + Penalty 4726.606423 = -2208062.142674
  nChanged 19
		SP:Iteration 33Q (194859.700000 sec): 3 clusters
  Score: Raw -2212793.822924 + Penalty 4726.606423 = -2208067.216500
  nChanged 21
		SP:Iteration 34Q (194859.880000 sec): 3 clusters
  Score: Raw -2212798.854216 + Penalty 4726.606423 = -2208072.247792
  nChanged 24
		SP:Iteration 35Q (194860.150000 sec): 3 clusters
  Score: Raw -2212806.855056 + Penalty 4726.606423 = -2208080.248633
  nChanged 22
		SP:Iteration 36Q (194860.320000 sec): 3 clusters
  Score: Raw -2212813.172274 + Penalty 4726.606423 = -2208086.565850
  nChanged 30
		SP:Iteration 37Q (194860.580000 sec): 3 clusters
  Score: Raw -2212821.346434 + Penalty 4726.606423 = -2208094.740011
  nChanged 26
		SP:Iteration 38Q (194860.770000 sec): 3 clusters
  Score: Raw -2212830.240811 + Penalty 4726.606423 = -2208103.634388
  nChanged 29
		SP:Iteration 39Q (194860.990000 sec): 3 clusters
  Score: Raw -2212838.783787 + Penalty 4726.606423 = -2208112.177364
  nChanged 21
		SP:Iteration 40F (194861.220000 sec): 3 clusters
  Score: Raw -2212843.949316 + Penalty 4726.606423 = -2208117.342892
  nChanged 18
		SP:Iteration 41Q (194861.450000 sec): 3 clusters
  Score: Raw -2212849.062165 + Penalty 4726.606423 = -2208122.455742
  nChanged 10
		SP:Iteration 42Q (194861.680000 sec): 3 clusters
  Score: Raw -2212851.139090 + Penalty 4726.606423 = -2208124.532666
  nChanged 11
		SP:Iteration 43Q (194861.890000 sec): 3 clusters
  Score: Raw -2212854.167081 + Penalty 4726.606423 = -2208127.560657
  nChanged 8
		SP:Iteration 44Q (194862.160000 sec): 3 clusters
  Score: Raw -2212855.866289 + Penalty 4726.606423 = -2208129.259866
  nChanged 4
		SP:Iteration 45Q (194862.420000 sec): 3 clusters
  Score: Raw -2212857.104987 + Penalty 4726.606423 = -2208130.498563
  nChanged 8
		SP:Iteration 46Q (194862.580000 sec): 3 clusters
  Score: Raw -2212859.176099 + Penalty 4726.606423 = -2208132.569675
  nChanged 8
		SP:Iteration 47Q (194862.820000 sec): 3 clusters
  Score: Raw -2212862.192311 + Penalty 4726.606423 = -2208135.585887
  nChanged 10
		SP:Iteration 48Q (194863.060000 sec): 3 clusters
  Score: Raw -2212864.547704 + Penalty 4726.606423 = -2208137.941281
  nChanged 11
		SP:Iteration 49Q (194863.260000 sec): 3 clusters
  Score: Raw -2212867.250567 + Penalty 4726.606423 = -2208140.644144
  nChanged 8
		SP:Iteration 50Q (194863.490000 sec): 3 clusters
  Score: Raw -2212869.431407 + Penalty 4726.606423 = -2208142.824984
  nChanged 5
		SP:Iteration 51Q (194863.740000 sec): 3 clusters
  Score: Raw -2212870.936583 + Penalty 4726.606423 = -2208144.330159
  nChanged 5
		SP:Iteration 52Q (194863.940000 sec): 3 clusters
  Score: Raw -2212871.954490 + Penalty 4726.606423 = -2208145.348066
  nChanged 5
		SP:Iteration 53Q (194864.150000 sec): 3 clusters
  Score: Raw -2212872.913688 + Penalty 4726.606423 = -2208146.307265
  nChanged 4
		SP:Iteration 54Q (194864.370000 sec): 3 clusters
  Score: Raw -2212873.971241 + Penalty 4726.606423 = -2208147.364818
  nChanged 6
		SP:Iteration 55Q (194864.560000 sec): 3 clusters
  Score: Raw -2212875.875152 + Penalty 4726.606423 = -2208149.268729
  nChanged 9
		SP:Iteration 56Q (194864.790000 sec): 3 clusters
  Score: Raw -2212878.585201 + Penalty 4726.606423 = -2208151.978777
  nChanged 9
		SP:Iteration 57Q (194864.970000 sec): 3 clusters
  Score: Raw -2212881.540585 + Penalty 4726.606423 = -2208154.934161
  nChanged 7
		SP:Iteration 58Q (194865.210000 sec): 3 clusters
  Score: Raw -2212883.247289 + Penalty 4726.606423 = -2208156.640865
  nChanged 3
		SP:Iteration 59Q (194865.410000 sec): 3 clusters
  Score: Raw -2212884.023214 + Penalty 4726.606423 = -2208157.416791
  nChanged 4
		SP:Iteration 60F (194865.630000 sec): 3 clusters
  Score: Raw -2212885.004629 + Penalty 4726.606423 = -2208158.398205
  nChanged 2
		SP:Iteration 61Q (194865.840000 sec): 3 clusters
  Score: Raw -2212885.238329 + Penalty 4726.606423 = -2208158.631906
  nChanged 1
		SP:Iteration 62Q (194866.020000 sec): 3 clusters
  Score: Raw -2212885.462892 + Penalty 4726.606423 = -2208158.856468
  nChanged 1
		SP:Iteration 63Q (194866.260000 sec): 3 clusters
  Score: Raw -2212885.688204 + Penalty 4726.606423 = -2208159.081781
  nChanged 1
		SP:Iteration 64Q (194866.460000 sec): 3 clusters
  Score: Raw -2212885.874565 + Penalty 4726.606423 = -2208159.268142
  nChanged 1
		SP:Iteration 65Q (194866.630000 sec): 3 clusters
  Score: Raw -2212886.001061 + Penalty 4726.606423 = -2208159.394637
  nChanged 0
		SP:Iteration 66F (194866.930000 sec): 3 clusters
  Score: Raw -2212886.001061 + Penalty 4726.606423 = -2208159.394637
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 3 (764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194866.990000 sec): 2 clusters
  Score: Raw -111297.054859 + Penalty 1646.364812 = -109650.690047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194867.210000 sec): 3 clusters
  Score: Raw -111220.677500 + Penalty 3292.729623 = -107927.947877
  nChanged 210
		SP:Iteration 1F (194867.340000 sec): 3 clusters
  Score: Raw -111610.095549 + Penalty 3292.729623 = -108317.365926
  nChanged 71
		SP:Iteration 2F (194867.510000 sec): 3 clusters
  Score: Raw -111769.861120 + Penalty 3292.729623 = -108477.131497
  nChanged 45
		SP:Iteration 3F (194867.650000 sec): 3 clusters
  Score: Raw -111886.409512 + Penalty 3292.729623 = -108593.679889
  nChanged 35
		SP:Iteration 4Q (194867.760000 sec): 3 clusters
  Score: Raw -111984.601681 + Penalty 3292.729623 = -108691.872057
  nChanged 34
		SP:Iteration 5Q (194867.910000 sec): 3 clusters
  Score: Raw -112086.558049 + Penalty 3292.729623 = -108793.828426
  nChanged 21
		SP:Iteration 6Q (194868.060000 sec): 3 clusters
  Score: Raw -112143.841000 + Penalty 3292.729623 = -108851.111377
  nChanged 16
		SP:Iteration 7Q (194868.160000 sec): 3 clusters
  Score: Raw -112188.506726 + Penalty 3292.729623 = -108895.777102
  nChanged 6
		SP:Iteration 8Q (194868.250000 sec): 3 clusters
  Score: Raw -112196.797095 + Penalty 3292.729623 = -108904.067471
  nChanged 2
		SP:Iteration 9Q (194868.380000 sec): 3 clusters
  Score: Raw -112218.455370 + Penalty 3292.729623 = -108925.725747
  nChanged 1
		SP:Iteration 10Q (194868.520000 sec): 3 clusters
  Score: Raw -112219.694041 + Penalty 3292.729623 = -108926.964418
  nChanged 0
		SP:Iteration 11F (194868.660000 sec): 3 clusters
  Score: Raw -112219.694041 + Penalty 3292.729623 = -108926.964418
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 4 (19559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194868.900000 sec): 2 clusters
  Score: Raw -2867032.629579 + Penalty 2450.535323 = -2864582.094256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194869.220000 sec): 3 clusters
  Score: Raw -2855589.991041 + Penalty 4901.070645 = -2850688.920396
  nChanged 8636
		SP:Iteration 1F (194869.520000 sec): 3 clusters
  Score: Raw -2860367.711858 + Penalty 4901.070645 = -2855466.641213
  nChanged 1244
		SP:Iteration 2F (194869.870000 sec): 3 clusters
  Score: Raw -2860976.248098 + Penalty 4901.070645 = -2856075.177452
  nChanged 1196
		SP:Iteration 3F (194870.180000 sec): 3 clusters
  Score: Raw -2861557.731204 + Penalty 4901.070645 = -2856656.660558
  nChanged 1107
		SP:Iteration 4F (194870.520000 sec): 3 clusters
  Score: Raw -2862142.191068 + Penalty 4901.070645 = -2857241.120423
  nChanged 1051
		SP:Iteration 5F (194870.800000 sec): 3 clusters
  Score: Raw -2862719.467638 + Penalty 4901.070645 = -2857818.396992
  nChanged 1070
		SP:Iteration 6F (194871.100000 sec): 3 clusters
  Score: Raw -2863376.590616 + Penalty 4901.070645 = -2858475.519970
  nChanged 1086
		SP:Iteration 7F (194871.410000 sec): 3 clusters
  Score: Raw -2864106.047250 + Penalty 4901.070645 = -2859204.976605
  nChanged 1037
		SP:Iteration 8F (194871.730000 sec): 3 clusters
  Score: Raw -2864812.204674 + Penalty 4901.070645 = -2859911.134028
  nChanged 926
		SP:Iteration 9Q (194872.020000 sec): 3 clusters
  Score: Raw -2865441.124660 + Penalty 4901.070645 = -2860540.054014
  nChanged 833
		SP:Iteration 10Q (194872.290000 sec): 3 clusters
  Score: Raw -2866012.246954 + Penalty 4901.070645 = -2861111.176308
  nChanged 674
		SP:Iteration 11Q (194872.620000 sec): 3 clusters
  Score: Raw -2866467.784575 + Penalty 4901.070645 = -2861566.713930
  nChanged 518
		SP:Iteration 12Q (194872.950000 sec): 3 clusters
  Score: Raw -2866842.501180 + Penalty 4901.070645 = -2861941.430534
  nChanged 408
		SP:Iteration 13Q (194873.220000 sec): 3 clusters
  Score: Raw -2867130.730298 + Penalty 4901.070645 = -2862229.659653
  nChanged 289
		SP:Iteration 14Q (194873.500000 sec): 3 clusters
  Score: Raw -2867317.733929 + Penalty 4901.070645 = -2862416.663283
  nChanged 183
		SP:Iteration 15Q (194873.800000 sec): 3 clusters
  Score: Raw -2867441.096029 + Penalty 4901.070645 = -2862540.025384
  nChanged 149
		SP:Iteration 16Q (194874.120000 sec): 3 clusters
  Score: Raw -2867531.349017 + Penalty 4901.070645 = -2862630.278372
  nChanged 104
		SP:Iteration 17Q (194874.420000 sec): 3 clusters
  Score: Raw -2867595.471835 + Penalty 4901.070645 = -2862694.401190
  nChanged 75
		SP:Iteration 18Q (194874.750000 sec): 3 clusters
  Score: Raw -2867644.066865 + Penalty 4901.070645 = -2862742.996219
  nChanged 57
		SP:Iteration 19Q (194875.040000 sec): 3 clusters
  Score: Raw -2867673.460978 + Penalty 4901.070645 = -2862772.390333
  nChanged 33
		SP:Iteration 20F (194875.300000 sec): 3 clusters
  Score: Raw -2867688.848243 + Penalty 4901.070645 = -2862787.777598
  nChanged 31
		SP:Iteration 21Q (194875.610000 sec): 3 clusters
  Score: Raw -2867702.094865 + Penalty 4901.070645 = -2862801.024219
  nChanged 17
		SP:Iteration 22Q (194875.920000 sec): 3 clusters
  Score: Raw -2867708.663987 + Penalty 4901.070645 = -2862807.593341
  nChanged 21
		SP:Iteration 23Q (194876.230000 sec): 3 clusters
  Score: Raw -2867718.288467 + Penalty 4901.070645 = -2862817.217821
  nChanged 25
		SP:Iteration 24Q (194876.510000 sec): 3 clusters
  Score: Raw -2867732.180240 + Penalty 4901.070645 = -2862831.109595
  nChanged 29
		SP:Iteration 25Q (194876.810000 sec): 3 clusters
  Score: Raw -2867745.878331 + Penalty 4901.070645 = -2862844.807686
  nChanged 21
		SP:Iteration 26Q (194877.070000 sec): 3 clusters
  Score: Raw -2867756.909237 + Penalty 4901.070645 = -2862855.838591
  nChanged 15
		SP:Iteration 27Q (194877.390000 sec): 3 clusters
  Score: Raw -2867764.929369 + Penalty 4901.070645 = -2862863.858724
  nChanged 16
		SP:Iteration 28Q (194877.670000 sec): 3 clusters
  Score: Raw -2867774.582122 + Penalty 4901.070645 = -2862873.511477
  nChanged 12
		SP:Iteration 29Q (194877.950000 sec): 3 clusters
  Score: Raw -2867784.486412 + Penalty 4901.070645 = -2862883.415766
  nChanged 14
		SP:Iteration 30Q (194878.230000 sec): 3 clusters
  Score: Raw -2867791.723359 + Penalty 4901.070645 = -2862890.652714
  nChanged 11
		SP:Iteration 31Q (194878.500000 sec): 3 clusters
  Score: Raw -2867799.314643 + Penalty 4901.070645 = -2862898.243997
  nChanged 6
		SP:Iteration 32Q (194878.790000 sec): 3 clusters
  Score: Raw -2867803.858756 + Penalty 4901.070645 = -2862902.788110
  nChanged 6
		SP:Iteration 33Q (194879.070000 sec): 3 clusters
  Score: Raw -2867806.372127 + Penalty 4901.070645 = -2862905.301481
  nChanged 2
		SP:Iteration 34Q (194879.390000 sec): 3 clusters
  Score: Raw -2867808.923254 + Penalty 4901.070645 = -2862907.852609
  nChanged 2
		SP:Iteration 35Q (194879.660000 sec): 3 clusters
  Score: Raw -2867809.655362 + Penalty 4901.070645 = -2862908.584716
  nChanged 1
		SP:Iteration 36Q (194879.930000 sec): 3 clusters
  Score: Raw -2867810.405004 + Penalty 4901.070645 = -2862909.334359
  nChanged 3
		SP:Iteration 37Q (194880.230000 sec): 3 clusters
  Score: Raw -2867811.187979 + Penalty 4901.070645 = -2862910.117333
  nChanged 1
		SP:Iteration 38Q (194880.500000 sec): 3 clusters
  Score: Raw -2867811.373665 + Penalty 4901.070645 = -2862910.303019
  nChanged 0
		SP:Iteration 39F (194880.800000 sec): 3 clusters
  Score: Raw -2867811.373665 + Penalty 4901.070645 = -2862910.303019
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 5 (271965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194882.220000 sec): 2 clusters
  Score: Raw -43492235.712667 + Penalty 3103.330308 = -43489132.382359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194884.210000 sec): 3 clusters
  Score: Raw -43312425.011706 + Penalty 6206.660616 = -43306218.351091
  nChanged 131592
		SP:Iteration 1F (194886.120000 sec): 3 clusters
  Score: Raw -43391018.805951 + Penalty 6206.660616 = -43384812.145335
  nChanged 8202
		SP:Iteration 2Q (194888.130000 sec): 3 clusters
  Score: Raw -43393035.554960 + Penalty 6206.660616 = -43386828.894344
  nChanged 9986
		SP:Iteration 3Q (194890.110000 sec): 3 clusters
  Score: Raw -43396188.816179 + Penalty 6206.660616 = -43389982.155563
  nChanged 12707
		SP:Iteration 4Q (194892.300000 sec): 3 clusters
  Score: Raw -43401447.871973 + Penalty 6206.660616 = -43395241.211358
  nChanged 15987
		SP:Iteration 5F (194894.870000 sec): 3 clusters
  Score: Raw -43410103.657713 + Penalty 6206.660616 = -43403896.997098
  nChanged 19261
		SP:Iteration 6F (194897.370000 sec): 3 clusters
  Score: Raw -43422973.976206 + Penalty 6206.660616 = -43416767.315590
  nChanged 20977
		SP:Iteration 7F (194899.870000 sec): 3 clusters
  Score: Raw -43439316.364212 + Penalty 6206.660616 = -43433109.703596
  nChanged 19529
		SP:Iteration 8F (194902.400000 sec): 3 clusters
  Score: Raw -43456177.709319 + Penalty 6206.660616 = -43449971.048703
  nChanged 15884
		SP:Iteration 9F (194904.940000 sec): 3 clusters
  Score: Raw -43470870.780036 + Penalty 6206.660616 = -43464664.119420
  nChanged 10886
		SP:Iteration 10Q (194906.940000 sec): 3 clusters
  Score: Raw -43481165.372359 + Penalty 6206.660616 = -43474958.711743
  nChanged 6185
		SP:Iteration 11Q (194909.290000 sec): 3 clusters
  Score: Raw -43486798.919121 + Penalty 6206.660616 = -43480592.258505
  nChanged 3242
		SP:Iteration 12Q (194911.430000 sec): 3 clusters
  Score: Raw -43489622.407126 + Penalty 6206.660616 = -43483415.746511
  nChanged 1695
		SP:Iteration 13Q (194913.350000 sec): 3 clusters
  Score: Raw -43491094.200433 + Penalty 6206.660616 = -43484887.539817
  nChanged 910
		SP:Iteration 14Q (194915.300000 sec): 3 clusters
  Score: Raw -43491839.728505 + Penalty 6206.660616 = -43485633.067890
  nChanged 510
		SP:Iteration 15Q (194917.190000 sec): 3 clusters
  Score: Raw -43492253.476666 + Penalty 6206.660616 = -43486046.816051
  nChanged 325
		SP:Iteration 16Q (194918.970000 sec): 3 clusters
  Score: Raw -43492477.261713 + Penalty 6206.660616 = -43486270.601098
  nChanged 179
		SP:Iteration 17Q (194920.930000 sec): 3 clusters
  Score: Raw -43492598.220391 + Penalty 6206.660616 = -43486391.559776
  nChanged 121
		SP:Iteration 18Q (194922.890000 sec): 3 clusters
  Score: Raw -43492662.881821 + Penalty 6206.660616 = -43486456.221206
  nChanged 85
		SP:Iteration 19Q (194924.750000 sec): 3 clusters
  Score: Raw -43492707.346422 + Penalty 6206.660616 = -43486500.685806
  nChanged 67
		SP:Iteration 20F (194926.890000 sec): 3 clusters
  Score: Raw -43492740.604693 + Penalty 6206.660616 = -43486533.944077
  nChanged 52
		SP:Iteration 21Q (194928.760000 sec): 3 clusters
  Score: Raw -43492764.347249 + Penalty 6206.660616 = -43486557.686633
  nChanged 36
		SP:Iteration 22Q (194930.570000 sec): 3 clusters
  Score: Raw -43492781.772699 + Penalty 6206.660616 = -43486575.112084
  nChanged 41
		SP:Iteration 23Q (194932.580000 sec): 3 clusters
  Score: Raw -43492802.922447 + Penalty 6206.660616 = -43486596.261832
  nChanged 24
		SP:Iteration 24Q (194934.510000 sec): 3 clusters
  Score: Raw -43492816.253300 + Penalty 6206.660616 = -43486609.592684
  nChanged 24
		SP:Iteration 25Q (194936.600000 sec): 3 clusters
  Score: Raw -43492827.805291 + Penalty 6206.660616 = -43486621.144675
  nChanged 21
		SP:Iteration 26Q (194938.580000 sec): 3 clusters
  Score: Raw -43492838.371082 + Penalty 6206.660616 = -43486631.710466
  nChanged 20
		SP:Iteration 27Q (194940.550000 sec): 3 clusters
  Score: Raw -43492844.925024 + Penalty 6206.660616 = -43486638.264408
  nChanged 8
		SP:Iteration 28Q (194942.480000 sec): 3 clusters
  Score: Raw -43492847.629765 + Penalty 6206.660616 = -43486640.969150
  nChanged 5
		SP:Iteration 29Q (194944.460000 sec): 3 clusters
  Score: Raw -43492849.854960 + Penalty 6206.660616 = -43486643.194345
  nChanged 4
		SP:Iteration 30Q (194946.290000 sec): 3 clusters
  Score: Raw -43492851.282245 + Penalty 6206.660616 = -43486644.621629
  nChanged 1
		SP:Iteration 31Q (194948.290000 sec): 3 clusters
  Score: Raw -43492851.422335 + Penalty 6206.660616 = -43486644.761720
  nChanged 1
		SP:Iteration 32Q (194950.400000 sec): 3 clusters
  Score: Raw -43492851.848702 + Penalty 6206.660616 = -43486645.188087
  nChanged 1
		SP:Iteration 33Q (194952.300000 sec): 3 clusters
  Score: Raw -43492852.165622 + Penalty 6206.660616 = -43486645.505007
  nChanged 0
		SP:Iteration 34F (194954.260000 sec): 3 clusters
  Score: Raw -43492852.165622 + Penalty 6206.660616 = -43486645.505007
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 6 (8029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194954.570000 sec): 2 clusters
  Score: Raw -1278432.408248 + Penalty 2229.722186 = -1276202.686062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194954.850000 sec): 3 clusters
  Score: Raw -1274213.882237 + Penalty 4459.444372 = -1269754.437865
  nChanged 3290
		SP:Iteration 1F (194955.030000 sec): 3 clusters
  Score: Raw -1275998.030823 + Penalty 4459.444372 = -1271538.586451
  nChanged 520
		SP:Iteration 2F (194955.270000 sec): 3 clusters
  Score: Raw -1276258.413758 + Penalty 4459.444372 = -1271798.969386
  nChanged 397
		SP:Iteration 3Q (194955.490000 sec): 3 clusters
  Score: Raw -1276447.998131 + Penalty 4459.444372 = -1271988.553759
  nChanged 344
		SP:Iteration 4Q (194955.720000 sec): 3 clusters
  Score: Raw -1276593.431756 + Penalty 4459.444372 = -1272133.987384
  nChanged 284
		SP:Iteration 5Q (194956.010000 sec): 3 clusters
  Score: Raw -1276727.120087 + Penalty 4459.444372 = -1272267.675715
  nChanged 306
		SP:Iteration 6Q (194956.190000 sec): 3 clusters
  Score: Raw -1276881.510238 + Penalty 4459.444372 = -1272422.065866
  nChanged 294
		SP:Iteration 7Q (194956.390000 sec): 3 clusters
  Score: Raw -1277040.647018 + Penalty 4459.444372 = -1272581.202646
  nChanged 315
		SP:Iteration 8Q (194956.600000 sec): 3 clusters
  Score: Raw -1277226.241428 + Penalty 4459.444372 = -1272766.797056
  nChanged 318
		SP:Iteration 9Q (194956.810000 sec): 3 clusters
  Score: Raw -1277429.816407 + Penalty 4459.444372 = -1272970.372035
  nChanged 330
		SP:Iteration 10Q (194956.990000 sec): 3 clusters
  Score: Raw -1277643.182534 + Penalty 4459.444372 = -1273183.738162
  nChanged 287
		SP:Iteration 11Q (194957.230000 sec): 3 clusters
  Score: Raw -1277839.866172 + Penalty 4459.444372 = -1273380.421800
  nChanged 261
		SP:Iteration 12Q (194957.460000 sec): 3 clusters
  Score: Raw -1278013.082371 + Penalty 4459.444372 = -1273553.637998
  nChanged 189
		SP:Iteration 13Q (194957.660000 sec): 3 clusters
  Score: Raw -1278143.030349 + Penalty 4459.444372 = -1273683.585977
  nChanged 181
		SP:Iteration 14Q (194957.850000 sec): 3 clusters
  Score: Raw -1278274.778260 + Penalty 4459.444372 = -1273815.333888
  nChanged 145
		SP:Iteration 15Q (194958.130000 sec): 3 clusters
  Score: Raw -1278386.935017 + Penalty 4459.444372 = -1273927.490645
  nChanged 98
		SP:Iteration 16Q (194958.330000 sec): 3 clusters
  Score: Raw -1278467.793659 + Penalty 4459.444372 = -1274008.349287
  nChanged 84
		SP:Iteration 17Q (194958.540000 sec): 3 clusters
  Score: Raw -1278536.734512 + Penalty 4459.444372 = -1274077.290140
  nChanged 61
		SP:Iteration 18Q (194958.780000 sec): 3 clusters
  Score: Raw -1278583.900480 + Penalty 4459.444372 = -1274124.456108
  nChanged 55
		SP:Iteration 19Q (194958.900000 sec): 3 clusters
  Score: Raw -1278624.854970 + Penalty 4459.444372 = -1274165.410598
  nChanged 39
		SP:Iteration 20F (194959.070000 sec): 3 clusters
  Score: Raw -1278659.197837 + Penalty 4459.444372 = -1274199.753465
  nChanged 25
		SP:Iteration 21Q (194959.300000 sec): 3 clusters
  Score: Raw -1278680.083758 + Penalty 4459.444372 = -1274220.639386
  nChanged 22
		SP:Iteration 22Q (194959.500000 sec): 3 clusters
  Score: Raw -1278697.003990 + Penalty 4459.444372 = -1274237.559618
  nChanged 13
		SP:Iteration 23Q (194959.700000 sec): 3 clusters
  Score: Raw -1278705.867324 + Penalty 4459.444372 = -1274246.422952
  nChanged 15
		SP:Iteration 24Q (194959.950000 sec): 3 clusters
  Score: Raw -1278719.719599 + Penalty 4459.444372 = -1274260.275227
  nChanged 11
		SP:Iteration 25Q (194960.210000 sec): 3 clusters
  Score: Raw -1278729.013275 + Penalty 4459.444372 = -1274269.568903
  nChanged 8
		SP:Iteration 26Q (194960.480000 sec): 3 clusters
  Score: Raw -1278734.638486 + Penalty 4459.444372 = -1274275.194114
  nChanged 7
		SP:Iteration 27Q (194960.670000 sec): 3 clusters
  Score: Raw -1278739.189497 + Penalty 4459.444372 = -1274279.745125
  nChanged 5
		SP:Iteration 28Q (194960.930000 sec): 3 clusters
  Score: Raw -1278743.469766 + Penalty 4459.444372 = -1274284.025394
  nChanged 5
		SP:Iteration 29Q (194961.210000 sec): 3 clusters
  Score: Raw -1278749.776710 + Penalty 4459.444372 = -1274290.332338
  nChanged 6
		SP:Iteration 30Q (194961.390000 sec): 3 clusters
  Score: Raw -1278755.555023 + Penalty 4459.444372 = -1274296.110651
  nChanged 5
		SP:Iteration 31Q (194961.650000 sec): 3 clusters
  Score: Raw -1278760.204314 + Penalty 4459.444372 = -1274300.759942
  nChanged 6
		SP:Iteration 32Q (194961.880000 sec): 3 clusters
  Score: Raw -1278765.331400 + Penalty 4459.444372 = -1274305.887028
  nChanged 4
		SP:Iteration 33Q (194962.110000 sec): 3 clusters
  Score: Raw -1278768.198193 + Penalty 4459.444372 = -1274308.753821
  nChanged 1
		SP:Iteration 34Q (194962.360000 sec): 3 clusters
  Score: Raw -1278769.401263 + Penalty 4459.444372 = -1274309.956891
  nChanged 1
		SP:Iteration 35Q (194962.570000 sec): 3 clusters
  Score: Raw -1278769.917840 + Penalty 4459.444372 = -1274310.473468
  nChanged 1
		SP:Iteration 36Q (194962.770000 sec): 3 clusters
  Score: Raw -1278771.573780 + Penalty 4459.444372 = -1274312.129408
  nChanged 1
		SP:Iteration 37Q (194963.030000 sec): 3 clusters
  Score: Raw -1278772.430148 + Penalty 4459.444372 = -1274312.985776
  nChanged 2
		SP:Iteration 38Q (194963.210000 sec): 3 clusters
  Score: Raw -1278773.684538 + Penalty 4459.444372 = -1274314.240166
  nChanged 1
		SP:Iteration 39Q (194963.420000 sec): 3 clusters
  Score: Raw -1278773.910771 + Penalty 4459.444372 = -1274314.466399
  nChanged 0
		SP:Iteration 40F (194963.630000 sec): 3 clusters
  Score: Raw -1278773.910771 + Penalty 4459.444372 = -1274314.466399
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 7 (90633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194964.350000 sec): 2 clusters
  Score: Raw -14620104.058491 + Penalty 2830.814269 = -14617273.244223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194965.280000 sec): 3 clusters
  Score: Raw -14562407.438436 + Penalty 5661.628537 = -14556745.809898
  nChanged 42684
		SP:Iteration 1F (194966.160000 sec): 3 clusters
  Score: Raw -14586710.010583 + Penalty 5661.628537 = -14581048.382046
  nChanged 3020
		SP:Iteration 2Q (194967.120000 sec): 3 clusters
  Score: Raw -14587431.782265 + Penalty 5661.628537 = -14581770.153728
  nChanged 3136
		SP:Iteration 3Q (194968.070000 sec): 3 clusters
  Score: Raw -14588313.606979 + Penalty 5661.628537 = -14582651.978441
  nChanged 3473
		SP:Iteration 4Q (194968.990000 sec): 3 clusters
  Score: Raw -14589539.956816 + Penalty 5661.628537 = -14583878.328279
  nChanged 4225
		SP:Iteration 5Q (194970.080000 sec): 3 clusters
  Score: Raw -14591377.809807 + Penalty 5661.628537 = -14585716.181269
  nChanged 5114
		SP:Iteration 6F (194970.970000 sec): 3 clusters
  Score: Raw -14594066.833224 + Penalty 5661.628537 = -14588405.204687
  nChanged 5752
		SP:Iteration 7F (194971.840000 sec): 3 clusters
  Score: Raw -14597308.232453 + Penalty 5661.628537 = -14591646.603916
  nChanged 5810
		SP:Iteration 8F (194972.730000 sec): 3 clusters
  Score: Raw -14600578.638284 + Penalty 5661.628537 = -14594917.009747
  nChanged 5224
		SP:Iteration 9F (194973.550000 sec): 3 clusters
  Score: Raw -14603372.300283 + Penalty 5661.628537 = -14597710.671745
  nChanged 4485
		SP:Iteration 10Q (194974.540000 sec): 3 clusters
  Score: Raw -14605665.315253 + Penalty 5661.628537 = -14600003.686716
  nChanged 3794
		SP:Iteration 11Q (194975.500000 sec): 3 clusters
  Score: Raw -14607637.287310 + Penalty 5661.628537 = -14601975.658772
  nChanged 3322
		SP:Iteration 12Q (194976.500000 sec): 3 clusters
  Score: Raw -14609449.707134 + Penalty 5661.628537 = -14603788.078597
  nChanged 3190
		SP:Iteration 13Q (194977.460000 sec): 3 clusters
  Score: Raw -14611320.070037 + Penalty 5661.628537 = -14605658.441500
  nChanged 3115
		SP:Iteration 14Q (194978.410000 sec): 3 clusters
  Score: Raw -14613331.064029 + Penalty 5661.628537 = -14607669.435491
  nChanged 2876
		SP:Iteration 15Q (194979.380000 sec): 3 clusters
  Score: Raw -14615341.429977 + Penalty 5661.628537 = -14609679.801439
  nChanged 2454
		SP:Iteration 16Q (194980.360000 sec): 3 clusters
  Score: Raw -14617153.818343 + Penalty 5661.628537 = -14611492.189806
  nChanged 1791
		SP:Iteration 17Q (194981.310000 sec): 3 clusters
  Score: Raw -14618503.951562 + Penalty 5661.628537 = -14612842.323024
  nChanged 1154
		SP:Iteration 18Q (194982.180000 sec): 3 clusters
  Score: Raw -14619341.061855 + Penalty 5661.628537 = -14613679.433318
  nChanged 654
		SP:Iteration 19Q (194983.000000 sec): 3 clusters
  Score: Raw -14619805.747880 + Penalty 5661.628537 = -14614144.119343
  nChanged 364
		SP:Iteration 20F (194983.910000 sec): 3 clusters
  Score: Raw -14620044.607381 + Penalty 5661.628537 = -14614382.978843
  nChanged 212
		SP:Iteration 21Q (194984.700000 sec): 3 clusters
  Score: Raw -14620193.422484 + Penalty 5661.628537 = -14614531.793947
  nChanged 133
		SP:Iteration 22Q (194985.480000 sec): 3 clusters
  Score: Raw -14620284.621913 + Penalty 5661.628537 = -14614622.993376
  nChanged 89
		SP:Iteration 23Q (194986.260000 sec): 3 clusters
  Score: Raw -14620354.656367 + Penalty 5661.628537 = -14614693.027829
  nChanged 64
		SP:Iteration 24Q (194987.090000 sec): 3 clusters
  Score: Raw -14620400.356845 + Penalty 5661.628537 = -14614738.728307
  nChanged 55
		SP:Iteration 25Q (194987.880000 sec): 3 clusters
  Score: Raw -14620439.252248 + Penalty 5661.628537 = -14614777.623710
  nChanged 40
		SP:Iteration 26Q (194988.580000 sec): 3 clusters
  Score: Raw -14620466.002168 + Penalty 5661.628537 = -14614804.373630
  nChanged 27
		SP:Iteration 27Q (194989.330000 sec): 3 clusters
  Score: Raw -14620485.481388 + Penalty 5661.628537 = -14614823.852850
  nChanged 14
		SP:Iteration 28Q (194990.050000 sec): 3 clusters
  Score: Raw -14620497.484283 + Penalty 5661.628537 = -14614835.855745
  nChanged 13
		SP:Iteration 29Q (194990.810000 sec): 3 clusters
  Score: Raw -14620504.397639 + Penalty 5661.628537 = -14614842.769102
  nChanged 6
		SP:Iteration 30Q (194991.650000 sec): 3 clusters
  Score: Raw -14620508.779000 + Penalty 5661.628537 = -14614847.150463
  nChanged 5
		SP:Iteration 31Q (194992.360000 sec): 3 clusters
  Score: Raw -14620512.682259 + Penalty 5661.628537 = -14614851.053721
  nChanged 10
		SP:Iteration 32Q (194993.180000 sec): 3 clusters
  Score: Raw -14620520.339798 + Penalty 5661.628537 = -14614858.711260
  nChanged 11
		SP:Iteration 33Q (194993.970000 sec): 3 clusters
  Score: Raw -14620527.518248 + Penalty 5661.628537 = -14614865.889711
  nChanged 6
		SP:Iteration 34Q (194994.620000 sec): 3 clusters
  Score: Raw -14620531.806238 + Penalty 5661.628537 = -14614870.177701
  nChanged 4
		SP:Iteration 35Q (194995.260000 sec): 3 clusters
  Score: Raw -14620533.971983 + Penalty 5661.628537 = -14614872.343446
  nChanged 2
		SP:Iteration 36Q (194996.010000 sec): 3 clusters
  Score: Raw -14620535.438840 + Penalty 5661.628537 = -14614873.810303
  nChanged 3
		SP:Iteration 37Q (194996.720000 sec): 3 clusters
  Score: Raw -14620537.270717 + Penalty 5661.628537 = -14614875.642180
  nChanged 4
		SP:Iteration 38Q (194997.450000 sec): 3 clusters
  Score: Raw -14620540.367756 + Penalty 5661.628537 = -14614878.739219
  nChanged 3
		SP:Iteration 39Q (194998.180000 sec): 3 clusters
  Score: Raw -14620543.772737 + Penalty 5661.628537 = -14614882.144200
  nChanged 4
		SP:Iteration 40F (194998.990000 sec): 3 clusters
  Score: Raw -14620546.469671 + Penalty 5661.628537 = -14614884.841134
  nChanged 6
		SP:Iteration 41Q (194999.650000 sec): 3 clusters
  Score: Raw -14620550.903500 + Penalty 5661.628537 = -14614889.274962
  nChanged 7
		SP:Iteration 42Q (195000.470000 sec): 3 clusters
  Score: Raw -14620556.082871 + Penalty 5661.628537 = -14614894.454334
  nChanged 5
		SP:Iteration 43Q (195001.280000 sec): 3 clusters
  Score: Raw -14620559.815563 + Penalty 5661.628537 = -14614898.187026
  nChanged 4
		SP:Iteration 44Q (195002.060000 sec): 3 clusters
  Score: Raw -14620562.889874 + Penalty 5661.628537 = -14614901.261337
  nChanged 1
		SP:Iteration 45Q (195002.840000 sec): 3 clusters
  Score: Raw -14620563.507333 + Penalty 5661.628537 = -14614901.878795
  nChanged 2
		SP:Iteration 46Q (195003.590000 sec): 3 clusters
  Score: Raw -14620564.915427 + Penalty 5661.628537 = -14614903.286890
  nChanged 2
		SP:Iteration 47Q (195004.350000 sec): 3 clusters
  Score: Raw -14620566.204364 + Penalty 5661.628537 = -14614904.575827
  nChanged 0
		SP:Iteration 48F (195005.140000 sec): 3 clusters
  Score: Raw -14620566.204364 + Penalty 5661.628537 = -14614904.575827
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 8 (5108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195005.320000 sec): 2 clusters
  Score: Raw -771604.185088 + Penalty 2117.563678 = -769486.621410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195005.570000 sec): 3 clusters
  Score: Raw -769182.769394 + Penalty 4235.127356 = -764947.642039
  nChanged 1974
		SP:Iteration 1F (195005.790000 sec): 3 clusters
  Score: Raw -770490.313142 + Penalty 4235.127356 = -766255.185786
  nChanged 464
		SP:Iteration 2F (195006.010000 sec): 3 clusters
  Score: Raw -770909.407439 + Penalty 4235.127356 = -766674.280083
  nChanged 337
		SP:Iteration 3F (195006.200000 sec): 3 clusters
  Score: Raw -771242.456339 + Penalty 4235.127356 = -767007.328983
  nChanged 297
		SP:Iteration 4F (195006.350000 sec): 3 clusters
  Score: Raw -771506.614811 + Penalty 4235.127356 = -767271.487455
  nChanged 270
		SP:Iteration 5F (195006.590000 sec): 3 clusters
  Score: Raw -771699.151521 + Penalty 4235.127356 = -767464.024165
  nChanged 222
		SP:Iteration 6Q (195006.830000 sec): 3 clusters
  Score: Raw -771843.323316 + Penalty 4235.127356 = -767608.195961
  nChanged 177
		SP:Iteration 7Q (195007.070000 sec): 3 clusters
  Score: Raw -771932.892950 + Penalty 4235.127356 = -767697.765595
  nChanged 151
		SP:Iteration 8Q (195007.260000 sec): 3 clusters
  Score: Raw -772022.164499 + Penalty 4235.127356 = -767787.037144
  nChanged 141
		SP:Iteration 9Q (195007.450000 sec): 3 clusters
  Score: Raw -772098.189912 + Penalty 4235.127356 = -767863.062556
  nChanged 107
		SP:Iteration 10Q (195007.650000 sec): 3 clusters
  Score: Raw -772174.432827 + Penalty 4235.127356 = -767939.305471
  nChanged 103
		SP:Iteration 11Q (195007.880000 sec): 3 clusters
  Score: Raw -772236.428259 + Penalty 4235.127356 = -768001.300903
  nChanged 74
		SP:Iteration 12Q (195008.080000 sec): 3 clusters
  Score: Raw -772276.297198 + Penalty 4235.127356 = -768041.169843
  nChanged 73
		SP:Iteration 13Q (195008.260000 sec): 3 clusters
  Score: Raw -772313.336712 + Penalty 4235.127356 = -768078.209356
  nChanged 53
		SP:Iteration 14Q (195008.460000 sec): 3 clusters
  Score: Raw -772336.649422 + Penalty 4235.127356 = -768101.522067
  nChanged 34
		SP:Iteration 15Q (195008.630000 sec): 3 clusters
  Score: Raw -772349.347544 + Penalty 4235.127356 = -768114.220189
  nChanged 35
		SP:Iteration 16Q (195008.860000 sec): 3 clusters
  Score: Raw -772362.111840 + Penalty 4235.127356 = -768126.984485
  nChanged 26
		SP:Iteration 17Q (195009.010000 sec): 3 clusters
  Score: Raw -772375.028977 + Penalty 4235.127356 = -768139.901621
  nChanged 25
		SP:Iteration 18Q (195009.200000 sec): 3 clusters
  Score: Raw -772389.164724 + Penalty 4235.127356 = -768154.037368
  nChanged 37
		SP:Iteration 19Q (195009.390000 sec): 3 clusters
  Score: Raw -772407.329899 + Penalty 4235.127356 = -768172.202544
  nChanged 40
		SP:Iteration 20F (195009.570000 sec): 3 clusters
  Score: Raw -772427.355237 + Penalty 4235.127356 = -768192.227881
  nChanged 34
		SP:Iteration 21Q (195009.760000 sec): 3 clusters
  Score: Raw -772443.618229 + Penalty 4235.127356 = -768208.490874
  nChanged 27
		SP:Iteration 22Q (195009.900000 sec): 3 clusters
  Score: Raw -772455.553311 + Penalty 4235.127356 = -768220.425956
  nChanged 18
		SP:Iteration 23Q (195010.100000 sec): 3 clusters
  Score: Raw -772461.649311 + Penalty 4235.127356 = -768226.521955
  nChanged 12
		SP:Iteration 24Q (195010.220000 sec): 3 clusters
  Score: Raw -772466.463266 + Penalty 4235.127356 = -768231.335910
  nChanged 15
		SP:Iteration 25Q (195010.410000 sec): 3 clusters
  Score: Raw -772472.140610 + Penalty 4235.127356 = -768237.013254
  nChanged 12
		SP:Iteration 26Q (195010.580000 sec): 3 clusters
  Score: Raw -772476.024736 + Penalty 4235.127356 = -768240.897380
  nChanged 15
		SP:Iteration 27Q (195010.760000 sec): 3 clusters
  Score: Raw -772483.367226 + Penalty 4235.127356 = -768248.239870
  nChanged 13
		SP:Iteration 28Q (195010.970000 sec): 3 clusters
  Score: Raw -772500.436794 + Penalty 4235.127356 = -768265.309439
  nChanged 12
		SP:Iteration 29Q (195011.140000 sec): 3 clusters
  Score: Raw -772507.168626 + Penalty 4235.127356 = -768272.041271
  nChanged 12
		SP:Iteration 30Q (195011.340000 sec): 3 clusters
  Score: Raw -772513.158728 + Penalty 4235.127356 = -768278.031372
  nChanged 13
		SP:Iteration 31Q (195011.620000 sec): 3 clusters
  Score: Raw -772519.128825 + Penalty 4235.127356 = -768284.001469
  nChanged 17
		SP:Iteration 32Q (195011.860000 sec): 3 clusters
  Score: Raw -772525.955408 + Penalty 4235.127356 = -768290.828052
  nChanged 6
		SP:Iteration 33Q (195012.170000 sec): 3 clusters
  Score: Raw -772529.600065 + Penalty 4235.127356 = -768294.472709
  nChanged 13
		SP:Iteration 34Q (195012.360000 sec): 3 clusters
  Score: Raw -772536.474825 + Penalty 4235.127356 = -768301.347469
  nChanged 20
		SP:Iteration 35Q (195012.500000 sec): 3 clusters
  Score: Raw -772546.153438 + Penalty 4235.127356 = -768311.026082
  nChanged 15
		SP:Iteration 36Q (195012.730000 sec): 3 clusters
  Score: Raw -772554.189732 + Penalty 4235.127356 = -768319.062376
  nChanged 18
		SP:Iteration 37Q (195013.020000 sec): 3 clusters
  Score: Raw -772562.152215 + Penalty 4235.127356 = -768327.024859
  nChanged 18
		SP:Iteration 38Q (195013.220000 sec): 3 clusters
  Score: Raw -772573.890903 + Penalty 4235.127356 = -768338.763548
  nChanged 29
		SP:Iteration 39Q (195013.400000 sec): 3 clusters
  Score: Raw -772589.058141 + Penalty 4235.127356 = -768353.930785
  nChanged 13
		SP:Iteration 40F (195013.620000 sec): 3 clusters
  Score: Raw -772594.651742 + Penalty 4235.127356 = -768359.524387
  nChanged 10
		SP:Iteration 41Q (195013.770000 sec): 3 clusters
  Score: Raw -772598.255006 + Penalty 4235.127356 = -768363.127651
  nChanged 9
		SP:Iteration 42Q (195013.930000 sec): 3 clusters
  Score: Raw -772600.424181 + Penalty 4235.127356 = -768365.296825
  nChanged 6
		SP:Iteration 43Q (195014.140000 sec): 3 clusters
  Score: Raw -772603.960003 + Penalty 4235.127356 = -768368.832648
  nChanged 11
		SP:Iteration 44Q (195014.280000 sec): 3 clusters
  Score: Raw -772609.550237 + Penalty 4235.127356 = -768374.422881
  nChanged 5
		SP:Iteration 45Q (195014.420000 sec): 3 clusters
  Score: Raw -772611.493616 + Penalty 4235.127356 = -768376.366260
  nChanged 3
		SP:Iteration 46Q (195014.640000 sec): 3 clusters
  Score: Raw -772612.241521 + Penalty 4235.127356 = -768377.114166
  nChanged 1
		SP:Iteration 47Q (195014.780000 sec): 3 clusters
  Score: Raw -772612.771987 + Penalty 4235.127356 = -768377.644632
  nChanged 2
		SP:Iteration 48Q (195015.000000 sec): 3 clusters
  Score: Raw -772613.588026 + Penalty 4235.127356 = -768378.460670
  nChanged 1
		SP:Iteration 49Q (195015.200000 sec): 3 clusters
  Score: Raw -772613.977525 + Penalty 4235.127356 = -768378.850170
  nChanged 1
		SP:Iteration 50Q (195015.380000 sec): 3 clusters
  Score: Raw -772614.537516 + Penalty 4235.127356 = -768379.410161
  nChanged 0
		SP:Iteration 51F (195015.580000 sec): 3 clusters
  Score: Raw -772614.537516 + Penalty 4235.127356 = -768379.410161
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 9 (5984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195015.700000 sec): 2 clusters
  Score: Raw -936090.631994 + Penalty 2156.817441 = -933933.814553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195015.870000 sec): 3 clusters
  Score: Raw -933170.312545 + Penalty 4313.634882 = -928856.677664
  nChanged 2356
		SP:Iteration 1F (195016.110000 sec): 3 clusters
  Score: Raw -934664.466477 + Penalty 4313.634882 = -930350.831595
  nChanged 560
		SP:Iteration 2F (195016.330000 sec): 3 clusters
  Score: Raw -935199.693552 + Penalty 4313.634882 = -930886.058671
  nChanged 483
		SP:Iteration 3F (195016.430000 sec): 3 clusters
  Score: Raw -935678.500283 + Penalty 4313.634882 = -931364.865401
  nChanged 424
		SP:Iteration 4F (195016.640000 sec): 3 clusters
  Score: Raw -936087.885352 + Penalty 4313.634882 = -931774.250470
  nChanged 362
		SP:Iteration 5F (195016.720000 sec): 3 clusters
  Score: Raw -936432.615849 + Penalty 4313.634882 = -932118.980968
  nChanged 280
		SP:Iteration 6Q (195016.820000 sec): 3 clusters
  Score: Raw -936684.799208 + Penalty 4313.634882 = -932371.164326
  nChanged 227
		SP:Iteration 7Q (195016.920000 sec): 3 clusters
  Score: Raw -936902.188851 + Penalty 4313.634882 = -932588.553969
  nChanged 189
		SP:Iteration 8Q (195017.020000 sec): 3 clusters
  Score: Raw -937061.165844 + Penalty 4313.634882 = -932747.530962
  nChanged 137
		SP:Iteration 9Q (195017.150000 sec): 3 clusters
  Score: Raw -937159.695553 + Penalty 4313.634882 = -932846.060672
  nChanged 107
		SP:Iteration 10Q (195017.280000 sec): 3 clusters
  Score: Raw -937226.348076 + Penalty 4313.634882 = -932912.713194
  nChanged 85
		SP:Iteration 11Q (195017.470000 sec): 3 clusters
  Score: Raw -937280.561511 + Penalty 4313.634882 = -932966.926629
  nChanged 71
		SP:Iteration 12Q (195017.640000 sec): 3 clusters
  Score: Raw -937322.043497 + Penalty 4313.634882 = -933008.408615
  nChanged 59
		SP:Iteration 13Q (195017.830000 sec): 3 clusters
  Score: Raw -937350.042686 + Penalty 4313.634882 = -933036.407804
  nChanged 48
		SP:Iteration 14Q (195017.960000 sec): 3 clusters
  Score: Raw -937374.875947 + Penalty 4313.634882 = -933061.241065
  nChanged 49
		SP:Iteration 15Q (195018.160000 sec): 3 clusters
  Score: Raw -937400.645884 + Penalty 4313.634882 = -933087.011002
  nChanged 44
		SP:Iteration 16Q (195018.250000 sec): 3 clusters
  Score: Raw -937421.640778 + Penalty 4313.634882 = -933108.005896
  nChanged 39
		SP:Iteration 17Q (195018.440000 sec): 3 clusters
  Score: Raw -937437.715532 + Penalty 4313.634882 = -933124.080650
  nChanged 27
		SP:Iteration 18Q (195018.590000 sec): 3 clusters
  Score: Raw -937447.700016 + Penalty 4313.634882 = -933134.065134
  nChanged 21
		SP:Iteration 19Q (195018.720000 sec): 3 clusters
  Score: Raw -937455.851707 + Penalty 4313.634882 = -933142.216825
  nChanged 15
		SP:Iteration 20F (195018.920000 sec): 3 clusters
  Score: Raw -937462.476525 + Penalty 4313.634882 = -933148.841644
  nChanged 16
		SP:Iteration 21Q (195019.040000 sec): 3 clusters
  Score: Raw -937469.625185 + Penalty 4313.634882 = -933155.990303
  nChanged 16
		SP:Iteration 22Q (195019.260000 sec): 3 clusters
  Score: Raw -937475.985061 + Penalty 4313.634882 = -933162.350180
  nChanged 13
		SP:Iteration 23Q (195019.460000 sec): 3 clusters
  Score: Raw -937481.355714 + Penalty 4313.634882 = -933167.720832
  nChanged 7
		SP:Iteration 24Q (195019.680000 sec): 3 clusters
  Score: Raw -937483.340704 + Penalty 4313.634882 = -933169.705822
  nChanged 7
		SP:Iteration 25Q (195019.870000 sec): 3 clusters
  Score: Raw -937485.867687 + Penalty 4313.634882 = -933172.232805
  nChanged 10
		SP:Iteration 26Q (195020.070000 sec): 3 clusters
  Score: Raw -937488.996382 + Penalty 4313.634882 = -933175.361501
  nChanged 8
		SP:Iteration 27Q (195020.270000 sec): 3 clusters
  Score: Raw -937491.379336 + Penalty 4313.634882 = -933177.744454
  nChanged 5
		SP:Iteration 28Q (195020.420000 sec): 3 clusters
  Score: Raw -937492.717148 + Penalty 4313.634882 = -933179.082266
  nChanged 3
		SP:Iteration 29Q (195020.630000 sec): 3 clusters
  Score: Raw -937493.715594 + Penalty 4313.634882 = -933180.080712
  nChanged 2
		SP:Iteration 30Q (195020.760000 sec): 3 clusters
  Score: Raw -937494.523341 + Penalty 4313.634882 = -933180.888459
  nChanged 3
		SP:Iteration 31Q (195020.900000 sec): 3 clusters
  Score: Raw -937495.679460 + Penalty 4313.634882 = -933182.044579
  nChanged 1
		SP:Iteration 32Q (195021.000000 sec): 3 clusters
  Score: Raw -937495.927495 + Penalty 4313.634882 = -933182.292613
  nChanged 0
		SP:Iteration 33F (195021.140000 sec): 3 clusters
  Score: Raw -937495.927495 + Penalty 4313.634882 = -933182.292613
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 10 (18746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195021.330000 sec): 2 clusters
  Score: Raw -3086449.807718 + Penalty 2440.006447 = -3084009.801270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195021.550000 sec): 3 clusters
  Score: Raw -3075677.586197 + Penalty 4880.012895 = -3070797.573302
  nChanged 8206
		SP:Iteration 1F (195021.940000 sec): 3 clusters
  Score: Raw -3079926.190297 + Penalty 4880.012895 = -3075046.177402
  nChanged 954
		SP:Iteration 2F (195022.170000 sec): 3 clusters
  Score: Raw -3080241.367551 + Penalty 4880.012895 = -3075361.354656
  nChanged 771
		SP:Iteration 3Q (195022.540000 sec): 3 clusters
  Score: Raw -3080490.752593 + Penalty 4880.012895 = -3075610.739698
  nChanged 654
		SP:Iteration 4Q (195022.820000 sec): 3 clusters
  Score: Raw -3080679.740184 + Penalty 4880.012895 = -3075799.727290
  nChanged 591
		SP:Iteration 5Q (195023.120000 sec): 3 clusters
  Score: Raw -3080839.019853 + Penalty 4880.012895 = -3075959.006958
  nChanged 518
		SP:Iteration 6Q (195023.360000 sec): 3 clusters
  Score: Raw -3080979.826795 + Penalty 4880.012895 = -3076099.813900
  nChanged 466
		SP:Iteration 7Q (195023.620000 sec): 3 clusters
  Score: Raw -3081104.118500 + Penalty 4880.012895 = -3076224.105605
  nChanged 400
		SP:Iteration 8Q (195023.990000 sec): 3 clusters
  Score: Raw -3081199.865009 + Penalty 4880.012895 = -3076319.852114
  nChanged 375
		SP:Iteration 9Q (195024.230000 sec): 3 clusters
  Score: Raw -3081307.323719 + Penalty 4880.012895 = -3076427.310824
  nChanged 421
		SP:Iteration 10Q (195024.580000 sec): 3 clusters
  Score: Raw -3081431.472992 + Penalty 4880.012895 = -3076551.460097
  nChanged 417
		SP:Iteration 11Q (195024.910000 sec): 3 clusters
  Score: Raw -3081564.276893 + Penalty 4880.012895 = -3076684.263998
  nChanged 473
		SP:Iteration 12Q (195025.250000 sec): 3 clusters
  Score: Raw -3081739.875113 + Penalty 4880.012895 = -3076859.862218
  nChanged 545
		SP:Iteration 13Q (195025.480000 sec): 3 clusters
  Score: Raw -3081957.688650 + Penalty 4880.012895 = -3077077.675755
  nChanged 624
		SP:Iteration 14Q (195025.780000 sec): 3 clusters
  Score: Raw -3082249.665491 + Penalty 4880.012895 = -3077369.652596
  nChanged 701
		SP:Iteration 15Q (195026.100000 sec): 3 clusters
  Score: Raw -3082626.407830 + Penalty 4880.012895 = -3077746.394935
  nChanged 845
		SP:Iteration 16Q (195026.400000 sec): 3 clusters
  Score: Raw -3083175.844165 + Penalty 4880.012895 = -3078295.831270
  nChanged 946
		SP:Iteration 17F (195026.690000 sec): 3 clusters
  Score: Raw -3083849.642951 + Penalty 4880.012895 = -3078969.630057
  nChanged 926
		SP:Iteration 18Q (195027.020000 sec): 3 clusters
  Score: Raw -3084582.216587 + Penalty 4880.012895 = -3079702.203692
  nChanged 817
		SP:Iteration 19Q (195027.300000 sec): 3 clusters
  Score: Raw -3085272.173603 + Penalty 4880.012895 = -3080392.160708
  nChanged 621
		SP:Iteration 20F (195027.640000 sec): 3 clusters
  Score: Raw -3085810.740376 + Penalty 4880.012895 = -3080930.727481
  nChanged 411
		SP:Iteration 21Q (195027.900000 sec): 3 clusters
  Score: Raw -3086175.343265 + Penalty 4880.012895 = -3081295.330370
  nChanged 237
		SP:Iteration 22Q (195028.180000 sec): 3 clusters
  Score: Raw -3086380.042588 + Penalty 4880.012895 = -3081500.029693
  nChanged 135
		SP:Iteration 23Q (195028.420000 sec): 3 clusters
  Score: Raw -3086512.153682 + Penalty 4880.012895 = -3081632.140787
  nChanged 89
		SP:Iteration 24Q (195028.700000 sec): 3 clusters
  Score: Raw -3086605.971977 + Penalty 4880.012895 = -3081725.959083
  nChanged 54
		SP:Iteration 25Q (195028.970000 sec): 3 clusters
  Score: Raw -3086657.866161 + Penalty 4880.012895 = -3081777.853266
  nChanged 32
		SP:Iteration 26Q (195029.240000 sec): 3 clusters
  Score: Raw -3086683.979356 + Penalty 4880.012895 = -3081803.966461
  nChanged 25
		SP:Iteration 27Q (195029.510000 sec): 3 clusters
  Score: Raw -3086707.115987 + Penalty 4880.012895 = -3081827.103092
  nChanged 18
		SP:Iteration 28Q (195029.850000 sec): 3 clusters
  Score: Raw -3086723.369134 + Penalty 4880.012895 = -3081843.356239
  nChanged 13
		SP:Iteration 29Q (195030.130000 sec): 3 clusters
  Score: Raw -3086736.262600 + Penalty 4880.012895 = -3081856.249705
  nChanged 14
		SP:Iteration 30Q (195030.510000 sec): 3 clusters
  Score: Raw -3086750.799567 + Penalty 4880.012895 = -3081870.786672
  nChanged 12
		SP:Iteration 31Q (195030.800000 sec): 3 clusters
  Score: Raw -3086760.978719 + Penalty 4880.012895 = -3081880.965824
  nChanged 7
		SP:Iteration 32Q (195031.170000 sec): 3 clusters
  Score: Raw -3086766.514955 + Penalty 4880.012895 = -3081886.502060
  nChanged 2
		SP:Iteration 33Q (195031.430000 sec): 3 clusters
  Score: Raw -3086768.352571 + Penalty 4880.012895 = -3081888.339676
  nChanged 2
		SP:Iteration 34Q (195031.740000 sec): 3 clusters
  Score: Raw -3086770.049579 + Penalty 4880.012895 = -3081890.036684
  nChanged 1
		SP:Iteration 35Q (195032.110000 sec): 3 clusters
  Score: Raw -3086771.933811 + Penalty 4880.012895 = -3081891.920916
  nChanged 1
		SP:Iteration 36Q (195032.350000 sec): 3 clusters
  Score: Raw -3086773.424675 + Penalty 4880.012895 = -3081893.411780
  nChanged 1
		SP:Iteration 37Q (195032.620000 sec): 3 clusters
  Score: Raw -3086773.770858 + Penalty 4880.012895 = -3081893.757963
  nChanged 0
		SP:Iteration 38F (195032.970000 sec): 3 clusters
  Score: Raw -3086773.770858 + Penalty 4880.012895 = -3081893.757963
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 11 (18332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195033.220000 sec): 2 clusters
  Score: Raw -2941388.347085 + Penalty 2434.468055 = -2938953.879030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195033.530000 sec): 3 clusters
  Score: Raw -2930808.634327 + Penalty 4868.936109 = -2925939.698218
  nChanged 7995
		SP:Iteration 1F (195033.810000 sec): 3 clusters
  Score: Raw -2935010.374944 + Penalty 4868.936109 = -2930141.438835
  nChanged 968
		SP:Iteration 2F (195034.120000 sec): 3 clusters
  Score: Raw -2935363.276040 + Penalty 4868.936109 = -2930494.339931
  nChanged 825
		SP:Iteration 3Q (195034.430000 sec): 3 clusters
  Score: Raw -2935678.806900 + Penalty 4868.936109 = -2930809.870791
  nChanged 768
		SP:Iteration 4Q (195034.710000 sec): 3 clusters
  Score: Raw -2935994.968136 + Penalty 4868.936109 = -2931126.032027
  nChanged 775
		SP:Iteration 5Q (195035.090000 sec): 3 clusters
  Score: Raw -2936337.199964 + Penalty 4868.936109 = -2931468.263855
  nChanged 791
		SP:Iteration 6Q (195035.430000 sec): 3 clusters
  Score: Raw -2936742.756453 + Penalty 4868.936109 = -2931873.820344
  nChanged 844
		SP:Iteration 7Q (195035.700000 sec): 3 clusters
  Score: Raw -2937239.117829 + Penalty 4868.936109 = -2932370.181720
  nChanged 891
		SP:Iteration 8Q (195036.030000 sec): 3 clusters
  Score: Raw -2937851.478795 + Penalty 4868.936109 = -2932982.542686
  nChanged 922
		SP:Iteration 9F (195036.360000 sec): 3 clusters
  Score: Raw -2938564.571340 + Penalty 4868.936109 = -2933695.635231
  nChanged 935
		SP:Iteration 10F (195036.730000 sec): 3 clusters
  Score: Raw -2939319.423750 + Penalty 4868.936109 = -2934450.487641
  nChanged 900
		SP:Iteration 11Q (195037.110000 sec): 3 clusters
  Score: Raw -2940081.936525 + Penalty 4868.936109 = -2935213.000416
  nChanged 824
		SP:Iteration 12Q (195037.470000 sec): 3 clusters
  Score: Raw -2940716.835139 + Penalty 4868.936109 = -2935847.899030
  nChanged 677
		SP:Iteration 13Q (195037.820000 sec): 3 clusters
  Score: Raw -2941177.689031 + Penalty 4868.936109 = -2936308.752922
  nChanged 555
		SP:Iteration 14Q (195038.080000 sec): 3 clusters
  Score: Raw -2941522.117520 + Penalty 4868.936109 = -2936653.181410
  nChanged 430
		SP:Iteration 15Q (195038.410000 sec): 3 clusters
  Score: Raw -2941747.815374 + Penalty 4868.936109 = -2936878.879265
  nChanged 322
		SP:Iteration 16Q (195038.770000 sec): 3 clusters
  Score: Raw -2941895.111542 + Penalty 4868.936109 = -2937026.175433
  nChanged 236
		SP:Iteration 17Q (195039.090000 sec): 3 clusters
  Score: Raw -2941992.161050 + Penalty 4868.936109 = -2937123.224941
  nChanged 186
		SP:Iteration 18Q (195039.460000 sec): 3 clusters
  Score: Raw -2942059.940272 + Penalty 4868.936109 = -2937191.004163
  nChanged 153
		SP:Iteration 19Q (195039.810000 sec): 3 clusters
  Score: Raw -2942111.555564 + Penalty 4868.936109 = -2937242.619455
  nChanged 132
		SP:Iteration 20F (195040.180000 sec): 3 clusters
  Score: Raw -2942156.404909 + Penalty 4868.936109 = -2937287.468800
  nChanged 106
		SP:Iteration 21Q (195040.480000 sec): 3 clusters
  Score: Raw -2942188.563105 + Penalty 4868.936109 = -2937319.626996
  nChanged 90
		SP:Iteration 22Q (195040.830000 sec): 3 clusters
  Score: Raw -2942215.994721 + Penalty 4868.936109 = -2937347.058612
  nChanged 76
		SP:Iteration 23Q (195041.180000 sec): 3 clusters
  Score: Raw -2942238.929223 + Penalty 4868.936109 = -2937369.993114
  nChanged 71
		SP:Iteration 24Q (195041.470000 sec): 3 clusters
  Score: Raw -2942261.715682 + Penalty 4868.936109 = -2937392.779573
  nChanged 60
		SP:Iteration 25Q (195041.810000 sec): 3 clusters
  Score: Raw -2942276.549127 + Penalty 4868.936109 = -2937407.613018
  nChanged 41
		SP:Iteration 26Q (195042.100000 sec): 3 clusters
  Score: Raw -2942287.927944 + Penalty 4868.936109 = -2937418.991835
  nChanged 46
		SP:Iteration 27Q (195042.410000 sec): 3 clusters
  Score: Raw -2942300.727454 + Penalty 4868.936109 = -2937431.791345
  nChanged 43
		SP:Iteration 28Q (195042.750000 sec): 3 clusters
  Score: Raw -2942312.432807 + Penalty 4868.936109 = -2937443.496698
  nChanged 34
		SP:Iteration 29Q (195043.060000 sec): 3 clusters
  Score: Raw -2942320.566710 + Penalty 4868.936109 = -2937451.630601
  nChanged 27
		SP:Iteration 30Q (195043.360000 sec): 3 clusters
  Score: Raw -2942326.032337 + Penalty 4868.936109 = -2937457.096228
  nChanged 28
		SP:Iteration 31Q (195043.670000 sec): 3 clusters
  Score: Raw -2942333.891492 + Penalty 4868.936109 = -2937464.955383
  nChanged 19
		SP:Iteration 32Q (195043.950000 sec): 3 clusters
  Score: Raw -2942338.628142 + Penalty 4868.936109 = -2937469.692033
  nChanged 8
		SP:Iteration 33Q (195044.310000 sec): 3 clusters
  Score: Raw -2942340.670381 + Penalty 4868.936109 = -2937471.734272
  nChanged 13
		SP:Iteration 34Q (195044.610000 sec): 3 clusters
  Score: Raw -2942344.577857 + Penalty 4868.936109 = -2937475.641748
  nChanged 11
		SP:Iteration 35Q (195044.890000 sec): 3 clusters
  Score: Raw -2942347.211045 + Penalty 4868.936109 = -2937478.274936
  nChanged 10
		SP:Iteration 36Q (195045.180000 sec): 3 clusters
  Score: Raw -2942349.661030 + Penalty 4868.936109 = -2937480.724921
  nChanged 12
		SP:Iteration 37Q (195045.580000 sec): 3 clusters
  Score: Raw -2942352.199569 + Penalty 4868.936109 = -2937483.263460
  nChanged 4
		SP:Iteration 38Q (195045.930000 sec): 3 clusters
  Score: Raw -2942352.883724 + Penalty 4868.936109 = -2937483.947615
  nChanged 4
		SP:Iteration 39Q (195046.240000 sec): 3 clusters
  Score: Raw -2942354.163255 + Penalty 4868.936109 = -2937485.227146
  nChanged 4
		SP:Iteration 40F (195046.580000 sec): 3 clusters
  Score: Raw -2942355.208590 + Penalty 4868.936109 = -2937486.272481
  nChanged 7
		SP:Iteration 41Q (195046.880000 sec): 3 clusters
  Score: Raw -2942356.730112 + Penalty 4868.936109 = -2937487.794003
  nChanged 5
		SP:Iteration 42Q (195047.220000 sec): 3 clusters
  Score: Raw -2942357.617736 + Penalty 4868.936109 = -2937488.681627
  nChanged 1
		SP:Iteration 43Q (195047.470000 sec): 3 clusters
  Score: Raw -2942357.736022 + Penalty 4868.936109 = -2937488.799913
  nChanged 0
		SP:Iteration 44F (195047.820000 sec): 3 clusters
  Score: Raw -2942357.736022 + Penalty 4868.936109 = -2937488.799913
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 12 (13465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195048.000000 sec): 2 clusters
  Score: Raw -2136469.597856 + Penalty 2357.946553 = -2134111.651303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195048.240000 sec): 3 clusters
  Score: Raw -2128966.167533 + Penalty 4715.893107 = -2124250.274427
  nChanged 5636
		SP:Iteration 1F (195048.560000 sec): 3 clusters
  Score: Raw -2131936.718533 + Penalty 4715.893107 = -2127220.825427
  nChanged 801
		SP:Iteration 2F (195048.750000 sec): 3 clusters
  Score: Raw -2132263.624462 + Penalty 4715.893107 = -2127547.731356
  nChanged 628
		SP:Iteration 3Q (195049.070000 sec): 3 clusters
  Score: Raw -2132513.677454 + Penalty 4715.893107 = -2127797.784348
  nChanged 534
		SP:Iteration 4Q (195049.340000 sec): 3 clusters
  Score: Raw -2132703.602512 + Penalty 4715.893107 = -2127987.709405
  nChanged 481
		SP:Iteration 5Q (195049.580000 sec): 3 clusters
  Score: Raw -2132866.271397 + Penalty 4715.893107 = -2128150.378290
  nChanged 398
		SP:Iteration 6Q (195049.850000 sec): 3 clusters
  Score: Raw -2132997.384359 + Penalty 4715.893107 = -2128281.491253
  nChanged 373
		SP:Iteration 7Q (195050.140000 sec): 3 clusters
  Score: Raw -2133120.849669 + Penalty 4715.893107 = -2128404.956562
  nChanged 329
		SP:Iteration 8Q (195050.420000 sec): 3 clusters
  Score: Raw -2133237.711093 + Penalty 4715.893107 = -2128521.817987
  nChanged 314
		SP:Iteration 9Q (195050.660000 sec): 3 clusters
  Score: Raw -2133345.031356 + Penalty 4715.893107 = -2128629.138250
  nChanged 343
		SP:Iteration 10Q (195050.910000 sec): 3 clusters
  Score: Raw -2133476.375018 + Penalty 4715.893107 = -2128760.481911
  nChanged 366
		SP:Iteration 11Q (195051.210000 sec): 3 clusters
  Score: Raw -2133634.873184 + Penalty 4715.893107 = -2128918.980078
  nChanged 372
		SP:Iteration 12Q (195051.540000 sec): 3 clusters
  Score: Raw -2133802.296980 + Penalty 4715.893107 = -2129086.403873
  nChanged 376
		SP:Iteration 13Q (195051.790000 sec): 3 clusters
  Score: Raw -2133989.268829 + Penalty 4715.893107 = -2129273.375722
  nChanged 390
		SP:Iteration 14Q (195052.100000 sec): 3 clusters
  Score: Raw -2134206.836856 + Penalty 4715.893107 = -2129490.943750
  nChanged 419
		SP:Iteration 15Q (195052.320000 sec): 3 clusters
  Score: Raw -2134459.888419 + Penalty 4715.893107 = -2129743.995312
  nChanged 440
		SP:Iteration 16Q (195052.640000 sec): 3 clusters
  Score: Raw -2134771.633730 + Penalty 4715.893107 = -2130055.740623
  nChanged 429
		SP:Iteration 17Q (195052.920000 sec): 3 clusters
  Score: Raw -2135053.597206 + Penalty 4715.893107 = -2130337.704099
  nChanged 385
		SP:Iteration 18Q (195053.210000 sec): 3 clusters
  Score: Raw -2135300.754771 + Penalty 4715.893107 = -2130584.861665
  nChanged 307
		SP:Iteration 19Q (195053.460000 sec): 3 clusters
  Score: Raw -2135481.957647 + Penalty 4715.893107 = -2130766.064540
  nChanged 264
		SP:Iteration 20F (195053.720000 sec): 3 clusters
  Score: Raw -2135612.288794 + Penalty 4715.893107 = -2130896.395687
  nChanged 218
		SP:Iteration 21Q (195053.990000 sec): 3 clusters
  Score: Raw -2135702.870943 + Penalty 4715.893107 = -2130986.977837
  nChanged 178
		SP:Iteration 22Q (195054.310000 sec): 3 clusters
  Score: Raw -2135768.461518 + Penalty 4715.893107 = -2131052.568412
  nChanged 145
		SP:Iteration 23Q (195054.590000 sec): 3 clusters
  Score: Raw -2135828.523080 + Penalty 4715.893107 = -2131112.629973
  nChanged 148
		SP:Iteration 24Q (195054.800000 sec): 3 clusters
  Score: Raw -2135888.684095 + Penalty 4715.893107 = -2131172.790988
  nChanged 150
		SP:Iteration 25Q (195055.060000 sec): 3 clusters
  Score: Raw -2135948.953139 + Penalty 4715.893107 = -2131233.060033
  nChanged 143
		SP:Iteration 26Q (195055.300000 sec): 3 clusters
  Score: Raw -2136007.971335 + Penalty 4715.893107 = -2131292.078228
  nChanged 129
		SP:Iteration 27Q (195055.540000 sec): 3 clusters
  Score: Raw -2136057.137177 + Penalty 4715.893107 = -2131341.244070
  nChanged 108
		SP:Iteration 28Q (195055.780000 sec): 3 clusters
  Score: Raw -2136094.575152 + Penalty 4715.893107 = -2131378.682045
  nChanged 80
		SP:Iteration 29Q (195056.050000 sec): 3 clusters
  Score: Raw -2136122.171167 + Penalty 4715.893107 = -2131406.278060
  nChanged 84
		SP:Iteration 30Q (195056.300000 sec): 3 clusters
  Score: Raw -2136149.142678 + Penalty 4715.893107 = -2131433.249571
  nChanged 83
		SP:Iteration 31Q (195056.570000 sec): 3 clusters
  Score: Raw -2136179.756445 + Penalty 4715.893107 = -2131463.863339
  nChanged 81
		SP:Iteration 32Q (195056.850000 sec): 3 clusters
  Score: Raw -2136215.378934 + Penalty 4715.893107 = -2131499.485827
  nChanged 84
		SP:Iteration 33Q (195057.090000 sec): 3 clusters
  Score: Raw -2136255.777388 + Penalty 4715.893107 = -2131539.884281
  nChanged 81
		SP:Iteration 34Q (195057.390000 sec): 3 clusters
  Score: Raw -2136291.222965 + Penalty 4715.893107 = -2131575.329858
  nChanged 69
		SP:Iteration 35Q (195057.720000 sec): 3 clusters
  Score: Raw -2136319.335431 + Penalty 4715.893107 = -2131603.442325
  nChanged 54
		SP:Iteration 36Q (195058.010000 sec): 3 clusters
  Score: Raw -2136342.903744 + Penalty 4715.893107 = -2131627.010638
  nChanged 60
		SP:Iteration 37Q (195058.320000 sec): 3 clusters
  Score: Raw -2136364.708777 + Penalty 4715.893107 = -2131648.815671
  nChanged 49
		SP:Iteration 38Q (195058.590000 sec): 3 clusters
  Score: Raw -2136381.781702 + Penalty 4715.893107 = -2131665.888596
  nChanged 49
		SP:Iteration 39Q (195058.860000 sec): 3 clusters
  Score: Raw -2136402.030908 + Penalty 4715.893107 = -2131686.137801
  nChanged 53
		SP:Iteration 40F (195059.200000 sec): 3 clusters
  Score: Raw -2136425.017416 + Penalty 4715.893107 = -2131709.124309
  nChanged 44
		SP:Iteration 41Q (195059.450000 sec): 3 clusters
  Score: Raw -2136445.114522 + Penalty 4715.893107 = -2131729.221416
  nChanged 42
		SP:Iteration 42Q (195059.780000 sec): 3 clusters
  Score: Raw -2136462.168723 + Penalty 4715.893107 = -2131746.275616
  nChanged 33
		SP:Iteration 43Q (195060.070000 sec): 3 clusters
  Score: Raw -2136478.231263 + Penalty 4715.893107 = -2131762.338156
  nChanged 45
		SP:Iteration 44Q (195060.330000 sec): 3 clusters
  Score: Raw -2136499.415332 + Penalty 4715.893107 = -2131783.522226
  nChanged 48
		SP:Iteration 45Q (195060.620000 sec): 3 clusters
  Score: Raw -2136522.459402 + Penalty 4715.893107 = -2131806.566295
  nChanged 38
		SP:Iteration 46Q (195060.870000 sec): 3 clusters
  Score: Raw -2136541.331335 + Penalty 4715.893107 = -2131825.438228
  nChanged 35
		SP:Iteration 47Q (195061.190000 sec): 3 clusters
  Score: Raw -2136558.817241 + Penalty 4715.893107 = -2131842.924135
  nChanged 33
		SP:Iteration 48Q (195061.510000 sec): 3 clusters
  Score: Raw -2136574.055387 + Penalty 4715.893107 = -2131858.162281
  nChanged 28
		SP:Iteration 49Q (195061.750000 sec): 3 clusters
  Score: Raw -2136586.322363 + Penalty 4715.893107 = -2131870.429256
  nChanged 29
		SP:Iteration 50Q (195061.950000 sec): 3 clusters
  Score: Raw -2136598.268724 + Penalty 4715.893107 = -2131882.375618
  nChanged 24
		SP:Iteration 51Q (195062.200000 sec): 3 clusters
  Score: Raw -2136610.749510 + Penalty 4715.893107 = -2131894.856403
  nChanged 30
		SP:Iteration 52Q (195062.430000 sec): 3 clusters
  Score: Raw -2136625.572255 + Penalty 4715.893107 = -2131909.679149
  nChanged 27
		SP:Iteration 53Q (195062.650000 sec): 3 clusters
  Score: Raw -2136638.815022 + Penalty 4715.893107 = -2131922.921915
  nChanged 26
		SP:Iteration 54Q (195062.900000 sec): 3 clusters
  Score: Raw -2136651.778639 + Penalty 4715.893107 = -2131935.885532
  nChanged 19
		SP:Iteration 55Q (195063.120000 sec): 3 clusters
  Score: Raw -2136659.874699 + Penalty 4715.893107 = -2131943.981593
  nChanged 21
		SP:Iteration 56Q (195063.390000 sec): 3 clusters
  Score: Raw -2136670.487173 + Penalty 4715.893107 = -2131954.594066
  nChanged 19
		SP:Iteration 57Q (195063.620000 sec): 3 clusters
  Score: Raw -2136680.461201 + Penalty 4715.893107 = -2131964.568095
  nChanged 20
		SP:Iteration 58Q (195063.850000 sec): 3 clusters
  Score: Raw -2136691.004150 + Penalty 4715.893107 = -2131975.111043
  nChanged 12
		SP:Iteration 59Q (195064.070000 sec): 3 clusters
  Score: Raw -2136697.700946 + Penalty 4715.893107 = -2131981.807839
  nChanged 16
		SP:Iteration 60F (195064.330000 sec): 3 clusters
  Score: Raw -2136704.939474 + Penalty 4715.893107 = -2131989.046367
  nChanged 13
		SP:Iteration 61Q (195064.600000 sec): 3 clusters
  Score: Raw -2136711.008415 + Penalty 4715.893107 = -2131995.115308
  nChanged 15
		SP:Iteration 62Q (195064.740000 sec): 3 clusters
  Score: Raw -2136721.000899 + Penalty 4715.893107 = -2132005.107793
  nChanged 19
		SP:Iteration 63Q (195064.990000 sec): 3 clusters
  Score: Raw -2136734.833304 + Penalty 4715.893107 = -2132018.940198
  nChanged 23
		SP:Iteration 64Q (195065.180000 sec): 3 clusters
  Score: Raw -2136746.936222 + Penalty 4715.893107 = -2132031.043116
  nChanged 12
		SP:Iteration 65Q (195065.430000 sec): 3 clusters
  Score: Raw -2136753.733688 + Penalty 4715.893107 = -2132037.840581
  nChanged 11
		SP:Iteration 66Q (195065.670000 sec): 3 clusters
  Score: Raw -2136760.571277 + Penalty 4715.893107 = -2132044.678170
  nChanged 14
		SP:Iteration 67Q (195065.890000 sec): 3 clusters
  Score: Raw -2136768.975121 + Penalty 4715.893107 = -2132053.082015
  nChanged 12
		SP:Iteration 68Q (195066.130000 sec): 3 clusters
  Score: Raw -2136775.239897 + Penalty 4715.893107 = -2132059.346790
  nChanged 13
		SP:Iteration 69Q (195066.370000 sec): 3 clusters
  Score: Raw -2136781.841081 + Penalty 4715.893107 = -2132065.947975
  nChanged 8
		SP:Iteration 70Q (195066.600000 sec): 3 clusters
  Score: Raw -2136785.862579 + Penalty 4715.893107 = -2132069.969473
  nChanged 5
		SP:Iteration 71Q (195066.870000 sec): 3 clusters
  Score: Raw -2136788.879961 + Penalty 4715.893107 = -2132072.986855
  nChanged 4
		SP:Iteration 72Q (195067.160000 sec): 3 clusters
  Score: Raw -2136790.731874 + Penalty 4715.893107 = -2132074.838767
  nChanged 4
		SP:Iteration 73Q (195067.410000 sec): 3 clusters
  Score: Raw -2136794.300887 + Penalty 4715.893107 = -2132078.407780
  nChanged 5
		SP:Iteration 74Q (195067.630000 sec): 3 clusters
  Score: Raw -2136796.751066 + Penalty 4715.893107 = -2132080.857959
  nChanged 3
		SP:Iteration 75Q (195067.840000 sec): 3 clusters
  Score: Raw -2136798.217191 + Penalty 4715.893107 = -2132082.324084
  nChanged 1
		SP:Iteration 76Q (195068.150000 sec): 3 clusters
  Score: Raw -2136798.937837 + Penalty 4715.893107 = -2132083.044730
  nChanged 2
		SP:Iteration 77Q (195068.470000 sec): 3 clusters
  Score: Raw -2136799.732651 + Penalty 4715.893107 = -2132083.839544
  nChanged 1
		SP:Iteration 78Q (195068.720000 sec): 3 clusters
  Score: Raw -2136800.653013 + Penalty 4715.893107 = -2132084.759906
  nChanged 3
		SP:Iteration 79Q (195069.030000 sec): 3 clusters
  Score: Raw -2136802.672247 + Penalty 4715.893107 = -2132086.779141
  nChanged 2
		SP:Iteration 80F (195069.270000 sec): 3 clusters
  Score: Raw -2136803.801094 + Penalty 4715.893107 = -2132087.907987
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 13 (26275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195069.610000 sec): 2 clusters
  Score: Raw -4142933.530242 + Penalty 2523.740553 = -4140409.789690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195069.970000 sec): 3 clusters
  Score: Raw -4127202.224764 + Penalty 5047.481105 = -4122154.743659
  nChanged 11743
		SP:Iteration 1F (195070.360000 sec): 3 clusters
  Score: Raw -4133539.515982 + Penalty 5047.481105 = -4128492.034877
  nChanged 1282
		SP:Iteration 2Q (195070.690000 sec): 3 clusters
  Score: Raw -4133998.836573 + Penalty 5047.481105 = -4128951.355468
  nChanged 1169
		SP:Iteration 3Q (195071.120000 sec): 3 clusters
  Score: Raw -4134463.535437 + Penalty 5047.481105 = -4129416.054331
  nChanged 1195
		SP:Iteration 4Q (195071.520000 sec): 3 clusters
  Score: Raw -4135010.316716 + Penalty 5047.481105 = -4129962.835611
  nChanged 1350
		SP:Iteration 5F (195071.870000 sec): 3 clusters
  Score: Raw -4135739.675059 + Penalty 5047.481105 = -4130692.193954
  nChanged 1560
		SP:Iteration 6F (195072.270000 sec): 3 clusters
  Score: Raw -4136762.228299 + Penalty 5047.481105 = -4131714.747194
  nChanged 1800
		SP:Iteration 7F (195072.690000 sec): 3 clusters
  Score: Raw -4138149.844175 + Penalty 5047.481105 = -4133102.363070
  nChanged 1833
		SP:Iteration 8F (195073.050000 sec): 3 clusters
  Score: Raw -4139763.738575 + Penalty 5047.481105 = -4134716.257469
  nChanged 1593
		SP:Iteration 9F (195073.350000 sec): 3 clusters
  Score: Raw -4141257.227470 + Penalty 5047.481105 = -4136209.746365
  nChanged 1056
		SP:Iteration 10Q (195073.710000 sec): 3 clusters
  Score: Raw -4142273.880170 + Penalty 5047.481105 = -4137226.399064
  nChanged 503
		SP:Iteration 11Q (195074.050000 sec): 3 clusters
  Score: Raw -4142764.892156 + Penalty 5047.481105 = -4137717.411051
  nChanged 187
		SP:Iteration 12Q (195074.370000 sec): 3 clusters
  Score: Raw -4142966.076579 + Penalty 5047.481105 = -4137918.595474
  nChanged 73
		SP:Iteration 13Q (195074.690000 sec): 3 clusters
  Score: Raw -4143063.053813 + Penalty 5047.481105 = -4138015.572708
  nChanged 33
		SP:Iteration 14Q (195075.000000 sec): 3 clusters
  Score: Raw -4143112.846888 + Penalty 5047.481105 = -4138065.365783
  nChanged 26
		SP:Iteration 15Q (195075.370000 sec): 3 clusters
  Score: Raw -4143146.274677 + Penalty 5047.481105 = -4138098.793572
  nChanged 21
		SP:Iteration 16Q (195075.660000 sec): 3 clusters
  Score: Raw -4143176.386854 + Penalty 5047.481105 = -4138128.905749
  nChanged 18
		SP:Iteration 17Q (195076.030000 sec): 3 clusters
  Score: Raw -4143204.251272 + Penalty 5047.481105 = -4138156.770167
  nChanged 15
		SP:Iteration 18Q (195076.340000 sec): 3 clusters
  Score: Raw -4143232.337486 + Penalty 5047.481105 = -4138184.856381
  nChanged 10
		SP:Iteration 19Q (195076.760000 sec): 3 clusters
  Score: Raw -4143251.913920 + Penalty 5047.481105 = -4138204.432815
  nChanged 8
		SP:Iteration 20F (195077.150000 sec): 3 clusters
  Score: Raw -4143264.073328 + Penalty 5047.481105 = -4138216.592223
  nChanged 9
		SP:Iteration 21Q (195077.390000 sec): 3 clusters
  Score: Raw -4143275.910233 + Penalty 5047.481105 = -4138228.429128
  nChanged 4
		SP:Iteration 22Q (195077.680000 sec): 3 clusters
  Score: Raw -4143281.349258 + Penalty 5047.481105 = -4138233.868153
  nChanged 1
		SP:Iteration 23Q (195078.040000 sec): 3 clusters
  Score: Raw -4143282.949667 + Penalty 5047.481105 = -4138235.468562
  nChanged 1
		SP:Iteration 24Q (195078.300000 sec): 3 clusters
  Score: Raw -4143284.825801 + Penalty 5047.481105 = -4138237.344696
  nChanged 1
		SP:Iteration 25Q (195078.620000 sec): 3 clusters
  Score: Raw -4143286.269646 + Penalty 5047.481105 = -4138238.788541
  nChanged 1
		SP:Iteration 26Q (195078.910000 sec): 3 clusters
  Score: Raw -4143287.066495 + Penalty 5047.481105 = -4138239.585390
  nChanged 0
		SP:Iteration 27F (195079.340000 sec): 3 clusters
  Score: Raw -4143287.066495 + Penalty 5047.481105 = -4138239.585390
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 14 (4242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195079.440000 sec): 2 clusters
  Score: Raw -660649.835736 + Penalty 2071.491954 = -658578.343782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195079.660000 sec): 3 clusters
  Score: Raw -658653.263772 + Penalty 4142.983907 = -654510.279865
  nChanged 1578
		SP:Iteration 1F (195079.800000 sec): 3 clusters
  Score: Raw -659551.471649 + Penalty 4142.983907 = -655408.487742
  nChanged 329
		SP:Iteration 2F (195080.010000 sec): 3 clusters
  Score: Raw -659756.942481 + Penalty 4142.983907 = -655613.958574
  nChanged 223
		SP:Iteration 3F (195080.230000 sec): 3 clusters
  Score: Raw -659884.860391 + Penalty 4142.983907 = -655741.876484
  nChanged 164
		SP:Iteration 4Q (195080.350000 sec): 3 clusters
  Score: Raw -659992.910892 + Penalty 4142.983907 = -655849.926985
  nChanged 174
		SP:Iteration 5Q (195080.550000 sec): 3 clusters
  Score: Raw -660110.551741 + Penalty 4142.983907 = -655967.567834
  nChanged 168
		SP:Iteration 6Q (195080.730000 sec): 3 clusters
  Score: Raw -660230.521747 + Penalty 4142.983907 = -656087.537840
  nChanged 182
		SP:Iteration 7Q (195080.900000 sec): 3 clusters
  Score: Raw -660366.382807 + Penalty 4142.983907 = -656223.398900
  nChanged 175
		SP:Iteration 8Q (195081.110000 sec): 3 clusters
  Score: Raw -660501.318436 + Penalty 4142.983907 = -656358.334529
  nChanged 175
		SP:Iteration 9Q (195081.350000 sec): 3 clusters
  Score: Raw -660633.952259 + Penalty 4142.983907 = -656490.968352
  nChanged 151
		SP:Iteration 10Q (195081.560000 sec): 3 clusters
  Score: Raw -660739.883216 + Penalty 4142.983907 = -656596.899309
  nChanged 132
		SP:Iteration 11Q (195081.760000 sec): 3 clusters
  Score: Raw -660835.901654 + Penalty 4142.983907 = -656692.917747
  nChanged 108
		SP:Iteration 12Q (195081.960000 sec): 3 clusters
  Score: Raw -660901.988367 + Penalty 4142.983907 = -656759.004460
  nChanged 77
		SP:Iteration 13Q (195082.150000 sec): 3 clusters
  Score: Raw -660946.681005 + Penalty 4142.983907 = -656803.697098
  nChanged 65
		SP:Iteration 14Q (195082.370000 sec): 3 clusters
  Score: Raw -660981.358154 + Penalty 4142.983907 = -656838.374247
  nChanged 46
		SP:Iteration 15Q (195082.540000 sec): 3 clusters
  Score: Raw -661005.585311 + Penalty 4142.983907 = -656862.601404
  nChanged 33
		SP:Iteration 16Q (195082.740000 sec): 3 clusters
  Score: Raw -661020.092756 + Penalty 4142.983907 = -656877.108849
  nChanged 21
		SP:Iteration 17Q (195082.930000 sec): 3 clusters
  Score: Raw -661029.673305 + Penalty 4142.983907 = -656886.689398
  nChanged 12
		SP:Iteration 18Q (195083.060000 sec): 3 clusters
  Score: Raw -661034.421798 + Penalty 4142.983907 = -656891.437891
  nChanged 13
		SP:Iteration 19Q (195083.260000 sec): 3 clusters
  Score: Raw -661039.512323 + Penalty 4142.983907 = -656896.528416
  nChanged 7
		SP:Iteration 20F (195083.450000 sec): 3 clusters
  Score: Raw -661041.552210 + Penalty 4142.983907 = -656898.568303
  nChanged 3
		SP:Iteration 21Q (195083.590000 sec): 3 clusters
  Score: Raw -661042.260505 + Penalty 4142.983907 = -656899.276598
  nChanged 0
		SP:Iteration 22F (195083.790000 sec): 3 clusters
  Score: Raw -661042.260505 + Penalty 4142.983907 = -656899.276598
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 15 (10115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195083.950000 sec): 2 clusters
  Score: Raw -1482938.241079 + Penalty 2287.000138 = -1480651.240942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195084.170000 sec): 3 clusters
  Score: Raw -1477451.974027 + Penalty 4574.000276 = -1472877.973751
  nChanged 4245
		SP:Iteration 1F (195084.410000 sec): 3 clusters
  Score: Raw -1479858.366447 + Penalty 4574.000276 = -1475284.366171
  nChanged 735
		SP:Iteration 2F (195084.670000 sec): 3 clusters
  Score: Raw -1480272.497822 + Penalty 4574.000276 = -1475698.497546
  nChanged 579
		SP:Iteration 3F (195084.990000 sec): 3 clusters
  Score: Raw -1480578.360684 + Penalty 4574.000276 = -1476004.360408
  nChanged 488
		SP:Iteration 4Q (195085.240000 sec): 3 clusters
  Score: Raw -1480864.209621 + Penalty 4574.000276 = -1476290.209345
  nChanged 486
		SP:Iteration 5Q (195085.470000 sec): 3 clusters
  Score: Raw -1481171.241224 + Penalty 4574.000276 = -1476597.240948
  nChanged 466
		SP:Iteration 6Q (195085.710000 sec): 3 clusters
  Score: Raw -1481475.004865 + Penalty 4574.000276 = -1476901.004589
  nChanged 480
		SP:Iteration 7Q (195085.930000 sec): 3 clusters
  Score: Raw -1481808.293850 + Penalty 4574.000276 = -1477234.293574
  nChanged 494
		SP:Iteration 8Q (195086.190000 sec): 3 clusters
  Score: Raw -1482191.259942 + Penalty 4574.000276 = -1477617.259667
  nChanged 474
		SP:Iteration 9Q (195086.440000 sec): 3 clusters
  Score: Raw -1482576.270506 + Penalty 4574.000276 = -1478002.270230
  nChanged 440
		SP:Iteration 10Q (195086.580000 sec): 3 clusters
  Score: Raw -1482918.470607 + Penalty 4574.000276 = -1478344.470331
  nChanged 346
		SP:Iteration 11Q (195086.840000 sec): 3 clusters
  Score: Raw -1483181.788570 + Penalty 4574.000276 = -1478607.788294
  nChanged 271
		SP:Iteration 12Q (195087.000000 sec): 3 clusters
  Score: Raw -1483365.744168 + Penalty 4574.000276 = -1478791.743892
  nChanged 192
		SP:Iteration 13Q (195087.200000 sec): 3 clusters
  Score: Raw -1483500.691276 + Penalty 4574.000276 = -1478926.691000
  nChanged 138
		SP:Iteration 14Q (195087.350000 sec): 3 clusters
  Score: Raw -1483590.098154 + Penalty 4574.000276 = -1479016.097878
  nChanged 93
		SP:Iteration 15Q (195087.630000 sec): 3 clusters
  Score: Raw -1483648.020305 + Penalty 4574.000276 = -1479074.020029
  nChanged 69
		SP:Iteration 16Q (195087.850000 sec): 3 clusters
  Score: Raw -1483690.621954 + Penalty 4574.000276 = -1479116.621678
  nChanged 50
		SP:Iteration 17Q (195088.110000 sec): 3 clusters
  Score: Raw -1483722.949144 + Penalty 4574.000276 = -1479148.948869
  nChanged 52
		SP:Iteration 18Q (195088.340000 sec): 3 clusters
  Score: Raw -1483751.995143 + Penalty 4574.000276 = -1479177.994867
  nChanged 44
		SP:Iteration 19Q (195088.580000 sec): 3 clusters
  Score: Raw -1483776.624261 + Penalty 4574.000276 = -1479202.623985
  nChanged 33
		SP:Iteration 20F (195088.790000 sec): 3 clusters
  Score: Raw -1483793.557013 + Penalty 4574.000276 = -1479219.556737
  nChanged 28
		SP:Iteration 21Q (195089.050000 sec): 3 clusters
  Score: Raw -1483810.898575 + Penalty 4574.000276 = -1479236.898299
  nChanged 24
		SP:Iteration 22Q (195089.310000 sec): 3 clusters
  Score: Raw -1483824.219018 + Penalty 4574.000276 = -1479250.218742
  nChanged 22
		SP:Iteration 23Q (195089.590000 sec): 3 clusters
  Score: Raw -1483835.302886 + Penalty 4574.000276 = -1479261.302611
  nChanged 17
		SP:Iteration 24Q (195089.850000 sec): 3 clusters
  Score: Raw -1483842.361707 + Penalty 4574.000276 = -1479268.361432
  nChanged 10
		SP:Iteration 25Q (195090.090000 sec): 3 clusters
  Score: Raw -1483848.562258 + Penalty 4574.000276 = -1479274.561982
  nChanged 11
		SP:Iteration 26Q (195090.320000 sec): 3 clusters
  Score: Raw -1483853.638157 + Penalty 4574.000276 = -1479279.637881
  nChanged 5
		SP:Iteration 27Q (195090.560000 sec): 3 clusters
  Score: Raw -1483855.837369 + Penalty 4574.000276 = -1479281.837093
  nChanged 4
		SP:Iteration 28Q (195090.800000 sec): 3 clusters
  Score: Raw -1483856.917186 + Penalty 4574.000276 = -1479282.916910
  nChanged 1
		SP:Iteration 29Q (195091.030000 sec): 3 clusters
  Score: Raw -1483857.270800 + Penalty 4574.000276 = -1479283.270524
  nChanged 0
		SP:Iteration 30F (195091.260000 sec): 3 clusters
  Score: Raw -1483857.270800 + Penalty 4574.000276 = -1479283.270524
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 16 (26771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195091.560000 sec): 2 clusters
  Score: Raw -4302612.534817 + Penalty 2528.378474 = -4300084.156343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195091.980000 sec): 3 clusters
  Score: Raw -4286700.628724 + Penalty 5056.756948 = -4281643.871777
  nChanged 11991
		SP:Iteration 1F (195092.380000 sec): 3 clusters
  Score: Raw -4293218.679536 + Penalty 5056.756948 = -4288161.922588
  nChanged 1480
		SP:Iteration 2F (195092.770000 sec): 3 clusters
  Score: Raw -4293876.090442 + Penalty 5056.756948 = -4288819.333494
  nChanged 1446
		SP:Iteration 3F (195093.160000 sec): 3 clusters
  Score: Raw -4294595.774903 + Penalty 5056.756948 = -4289539.017955
  nChanged 1522
		SP:Iteration 4F (195093.560000 sec): 3 clusters
  Score: Raw -4295456.296112 + Penalty 5056.756948 = -4290399.539164
  nChanged 1761
		SP:Iteration 5F (195093.950000 sec): 3 clusters
  Score: Raw -4296578.203505 + Penalty 5056.756948 = -4291521.446558
  nChanged 1878
		SP:Iteration 6F (195094.350000 sec): 3 clusters
  Score: Raw -4297915.747319 + Penalty 5056.756948 = -4292858.990371
  nChanged 1836
		SP:Iteration 7F (195094.750000 sec): 3 clusters
  Score: Raw -4299289.485089 + Penalty 5056.756948 = -4294232.728142
  nChanged 1542
		SP:Iteration 8F (195095.160000 sec): 3 clusters
  Score: Raw -4300427.149599 + Penalty 5056.756948 = -4295370.392651
  nChanged 1218
		SP:Iteration 9Q (195095.560000 sec): 3 clusters
  Score: Raw -4301348.769580 + Penalty 5056.756948 = -4296292.012632
  nChanged 955
		SP:Iteration 10Q (195095.970000 sec): 3 clusters
  Score: Raw -4302129.745036 + Penalty 5056.756948 = -4297072.988089
  nChanged 702
		SP:Iteration 11Q (195096.380000 sec): 3 clusters
  Score: Raw -4302769.086316 + Penalty 5056.756948 = -4297712.329368
  nChanged 522
		SP:Iteration 12Q (195096.740000 sec): 3 clusters
  Score: Raw -4303323.641610 + Penalty 5056.756948 = -4298266.884662
  nChanged 394
		SP:Iteration 13Q (195097.160000 sec): 3 clusters
  Score: Raw -4303788.937649 + Penalty 5056.756948 = -4298732.180702
  nChanged 257
		SP:Iteration 14Q (195097.520000 sec): 3 clusters
  Score: Raw -4304057.509127 + Penalty 5056.756948 = -4299000.752180
  nChanged 201
		SP:Iteration 15Q (195097.890000 sec): 3 clusters
  Score: Raw -4304227.284253 + Penalty 5056.756948 = -4299170.527305
  nChanged 121
		SP:Iteration 16Q (195098.250000 sec): 3 clusters
  Score: Raw -4304307.479799 + Penalty 5056.756948 = -4299250.722852
  nChanged 78
		SP:Iteration 17Q (195098.620000 sec): 3 clusters
  Score: Raw -4304345.667898 + Penalty 5056.756948 = -4299288.910950
  nChanged 48
		SP:Iteration 18Q (195099.010000 sec): 3 clusters
  Score: Raw -4304366.578718 + Penalty 5056.756948 = -4299309.821770
  nChanged 36
		SP:Iteration 19Q (195099.370000 sec): 3 clusters
  Score: Raw -4304380.525994 + Penalty 5056.756948 = -4299323.769047
  nChanged 25
		SP:Iteration 20F (195099.830000 sec): 3 clusters
  Score: Raw -4304391.271274 + Penalty 5056.756948 = -4299334.514326
  nChanged 23
		SP:Iteration 21Q (195100.190000 sec): 3 clusters
  Score: Raw -4304401.888240 + Penalty 5056.756948 = -4299345.131293
  nChanged 18
		SP:Iteration 22Q (195100.560000 sec): 3 clusters
  Score: Raw -4304407.731835 + Penalty 5056.756948 = -4299350.974888
  nChanged 14
		SP:Iteration 23Q (195100.920000 sec): 3 clusters
  Score: Raw -4304411.853106 + Penalty 5056.756948 = -4299355.096158
  nChanged 9
		SP:Iteration 24Q (195101.290000 sec): 3 clusters
  Score: Raw -4304414.594433 + Penalty 5056.756948 = -4299357.837485
  nChanged 5
		SP:Iteration 25Q (195101.650000 sec): 3 clusters
  Score: Raw -4304416.018275 + Penalty 5056.756948 = -4299359.261328
  nChanged 4
		SP:Iteration 26Q (195102.020000 sec): 3 clusters
  Score: Raw -4304417.323143 + Penalty 5056.756948 = -4299360.566195
  nChanged 4
		SP:Iteration 27Q (195102.380000 sec): 3 clusters
  Score: Raw -4304418.630477 + Penalty 5056.756948 = -4299361.873530
  nChanged 3
		SP:Iteration 28Q (195102.750000 sec): 3 clusters
  Score: Raw -4304419.568569 + Penalty 5056.756948 = -4299362.811621
  nChanged 3
		SP:Iteration 29Q (195103.110000 sec): 3 clusters
  Score: Raw -4304420.501380 + Penalty 5056.756948 = -4299363.744433
  nChanged 1
		SP:Iteration 30Q (195103.480000 sec): 3 clusters
  Score: Raw -4304420.650839 + Penalty 5056.756948 = -4299363.893891
  nChanged 0
		SP:Iteration 31F (195103.930000 sec): 3 clusters
  Score: Raw -4304420.650839 + Penalty 5056.756948 = -4299363.893891
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 17 (128141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195104.880000 sec): 2 clusters
  Score: Raw -20794432.424200 + Penalty 2916.699852 = -20791515.724349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195106.130000 sec): 3 clusters
  Score: Raw -20711683.122359 + Penalty 5833.399704 = -20705849.722656
  nChanged 60964
		SP:Iteration 1F (195107.350000 sec): 3 clusters
  Score: Raw -20746809.754509 + Penalty 5833.399704 = -20740976.354805
  nChanged 4074
		SP:Iteration 2Q (195108.660000 sec): 3 clusters
  Score: Raw -20747738.614589 + Penalty 5833.399704 = -20741905.214885
  nChanged 4289
		SP:Iteration 3Q (195109.780000 sec): 3 clusters
  Score: Raw -20748807.810965 + Penalty 5833.399704 = -20742974.411262
  nChanged 4651
		SP:Iteration 4Q (195110.830000 sec): 3 clusters
  Score: Raw -20750120.984535 + Penalty 5833.399704 = -20744287.584832
  nChanged 5143
		SP:Iteration 5Q (195112.160000 sec): 3 clusters
  Score: Raw -20751772.754687 + Penalty 5833.399704 = -20745939.354984
  nChanged 5791
		SP:Iteration 6Q (195113.260000 sec): 3 clusters
  Score: Raw -20753890.447104 + Penalty 5833.399704 = -20748057.047400
  nChanged 6265
		SP:Iteration 7Q (195114.450000 sec): 3 clusters
  Score: Raw -20756480.709679 + Penalty 5833.399704 = -20750647.309976
  nChanged 6708
		SP:Iteration 8F (195115.570000 sec): 3 clusters
  Score: Raw -20759524.234718 + Penalty 5833.399704 = -20753690.835014
  nChanged 6935
		SP:Iteration 9F (195116.710000 sec): 3 clusters
  Score: Raw -20763120.242110 + Penalty 5833.399704 = -20757286.842407
  nChanged 7383
		SP:Iteration 10F (195117.850000 sec): 3 clusters
  Score: Raw -20767649.872029 + Penalty 5833.399704 = -20761816.472325
  nChanged 7864
		SP:Iteration 11F (195118.970000 sec): 3 clusters
  Score: Raw -20773533.292562 + Penalty 5833.399704 = -20767699.892859
  nChanged 7945
		SP:Iteration 12F (195120.100000 sec): 3 clusters
  Score: Raw -20780761.673913 + Penalty 5833.399704 = -20774928.274209
  nChanged 6715
		SP:Iteration 13F (195121.240000 sec): 3 clusters
  Score: Raw -20787577.283060 + Penalty 5833.399704 = -20781743.883357
  nChanged 4210
		SP:Iteration 14Q (195122.450000 sec): 3 clusters
  Score: Raw -20791840.679735 + Penalty 5833.399704 = -20786007.280032
  nChanged 1780
		SP:Iteration 15Q (195123.590000 sec): 3 clusters
  Score: Raw -20793569.148318 + Penalty 5833.399704 = -20787735.748614
  nChanged 637
		SP:Iteration 16Q (195124.680000 sec): 3 clusters
  Score: Raw -20794185.442999 + Penalty 5833.399704 = -20788352.043296
  nChanged 252
		SP:Iteration 17Q (195125.810000 sec): 3 clusters
  Score: Raw -20794459.206325 + Penalty 5833.399704 = -20788625.806621
  nChanged 116
		SP:Iteration 18Q (195126.920000 sec): 3 clusters
  Score: Raw -20794584.973864 + Penalty 5833.399704 = -20788751.574161
  nChanged 53
		SP:Iteration 19Q (195127.970000 sec): 3 clusters
  Score: Raw -20794650.619793 + Penalty 5833.399704 = -20788817.220090
  nChanged 33
		SP:Iteration 20F (195129.130000 sec): 3 clusters
  Score: Raw -20794689.627748 + Penalty 5833.399704 = -20788856.228044
  nChanged 18
		SP:Iteration 21Q (195130.220000 sec): 3 clusters
  Score: Raw -20794706.524583 + Penalty 5833.399704 = -20788873.124879
  nChanged 12
		SP:Iteration 22Q (195131.350000 sec): 3 clusters
  Score: Raw -20794722.866242 + Penalty 5833.399704 = -20788889.466538
  nChanged 8
		SP:Iteration 23Q (195132.400000 sec): 3 clusters
  Score: Raw -20794730.523126 + Penalty 5833.399704 = -20788897.123422
  nChanged 3
		SP:Iteration 24Q (195133.420000 sec): 3 clusters
  Score: Raw -20794732.799458 + Penalty 5833.399704 = -20788899.399754
  nChanged 6
		SP:Iteration 25Q (195134.500000 sec): 3 clusters
  Score: Raw -20794741.083762 + Penalty 5833.399704 = -20788907.684058
  nChanged 5
		SP:Iteration 26Q (195135.610000 sec): 3 clusters
  Score: Raw -20794746.621159 + Penalty 5833.399704 = -20788913.221455
  nChanged 2
		SP:Iteration 27Q (195136.670000 sec): 3 clusters
  Score: Raw -20794748.857426 + Penalty 5833.399704 = -20788915.457723
  nChanged 2
		SP:Iteration 28Q (195137.780000 sec): 3 clusters
  Score: Raw -20794750.723994 + Penalty 5833.399704 = -20788917.324290
  nChanged 1
		SP:Iteration 29Q (195138.880000 sec): 3 clusters
  Score: Raw -20794751.365583 + Penalty 5833.399704 = -20788917.965880
  nChanged 0
		SP:Iteration 30F (195140.030000 sec): 3 clusters
  Score: Raw -20794751.365583 + Penalty 5833.399704 = -20788917.965880
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 18 (8260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195140.240000 sec): 2 clusters
  Score: Raw -1170974.617347 + Penalty 2236.756607 = -1168737.860740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195140.490000 sec): 3 clusters
  Score: Raw -1166632.972260 + Penalty 4473.513214 = -1162159.459046
  nChanged 3368
		SP:Iteration 1F (195140.740000 sec): 3 clusters
  Score: Raw -1168594.942233 + Penalty 4473.513214 = -1164121.429019
  nChanged 628
		SP:Iteration 2F (195140.980000 sec): 3 clusters
  Score: Raw -1169078.372035 + Penalty 4473.513214 = -1164604.858821
  nChanged 569
		SP:Iteration 3F (195141.220000 sec): 3 clusters
  Score: Raw -1169584.479250 + Penalty 4473.513214 = -1165110.966036
  nChanged 547
		SP:Iteration 4F (195141.470000 sec): 3 clusters
  Score: Raw -1170126.748562 + Penalty 4473.513214 = -1165653.235348
  nChanged 536
		SP:Iteration 5F (195141.700000 sec): 3 clusters
  Score: Raw -1170628.615274 + Penalty 4473.513214 = -1166155.102060
  nChanged 476
		SP:Iteration 6F (195141.930000 sec): 3 clusters
  Score: Raw -1171033.621888 + Penalty 4473.513214 = -1166560.108674
  nChanged 386
		SP:Iteration 7Q (195142.110000 sec): 3 clusters
  Score: Raw -1171369.856485 + Penalty 4473.513214 = -1166896.343271
  nChanged 344
		SP:Iteration 8Q (195142.250000 sec): 3 clusters
  Score: Raw -1171614.164637 + Penalty 4473.513214 = -1167140.651424
  nChanged 286
		SP:Iteration 9Q (195142.450000 sec): 3 clusters
  Score: Raw -1171793.767073 + Penalty 4473.513214 = -1167320.253859
  nChanged 234
		SP:Iteration 10Q (195142.650000 sec): 3 clusters
  Score: Raw -1171919.172297 + Penalty 4473.513214 = -1167445.659083
  nChanged 187
		SP:Iteration 11Q (195142.910000 sec): 3 clusters
  Score: Raw -1172026.247026 + Penalty 4473.513214 = -1167552.733812
  nChanged 153
		SP:Iteration 12Q (195143.100000 sec): 3 clusters
  Score: Raw -1172103.499922 + Penalty 4473.513214 = -1167629.986708
  nChanged 146
		SP:Iteration 13Q (195143.390000 sec): 3 clusters
  Score: Raw -1172164.998558 + Penalty 4473.513214 = -1167691.485344
  nChanged 118
		SP:Iteration 14Q (195143.630000 sec): 3 clusters
  Score: Raw -1172213.881349 + Penalty 4473.513214 = -1167740.368135
  nChanged 102
		SP:Iteration 15Q (195143.880000 sec): 3 clusters
  Score: Raw -1172252.005066 + Penalty 4473.513214 = -1167778.491852
  nChanged 106
		SP:Iteration 16Q (195144.120000 sec): 3 clusters
  Score: Raw -1172295.022559 + Penalty 4473.513214 = -1167821.509345
  nChanged 103
		SP:Iteration 17Q (195144.350000 sec): 3 clusters
  Score: Raw -1172342.573488 + Penalty 4473.513214 = -1167869.060275
  nChanged 99
		SP:Iteration 18Q (195144.580000 sec): 3 clusters
  Score: Raw -1172380.517590 + Penalty 4473.513214 = -1167907.004376
  nChanged 89
		SP:Iteration 19Q (195144.760000 sec): 3 clusters
  Score: Raw -1172418.551550 + Penalty 4473.513214 = -1167945.038336
  nChanged 99
		SP:Iteration 20F (195144.990000 sec): 3 clusters
  Score: Raw -1172458.120725 + Penalty 4473.513214 = -1167984.607511
  nChanged 84
		SP:Iteration 21Q (195145.310000 sec): 3 clusters
  Score: Raw -1172493.491755 + Penalty 4473.513214 = -1168019.978542
  nChanged 93
		SP:Iteration 22Q (195145.590000 sec): 3 clusters
  Score: Raw -1172532.452924 + Penalty 4473.513214 = -1168058.939710
  nChanged 72
		SP:Iteration 23Q (195145.830000 sec): 3 clusters
  Score: Raw -1172561.771765 + Penalty 4473.513214 = -1168088.258551
  nChanged 78
		SP:Iteration 24Q (195146.090000 sec): 3 clusters
  Score: Raw -1172598.745002 + Penalty 4473.513214 = -1168125.231788
  nChanged 73
		SP:Iteration 25Q (195146.410000 sec): 3 clusters
  Score: Raw -1172633.201270 + Penalty 4473.513214 = -1168159.688056
  nChanged 72
		SP:Iteration 26Q (195146.730000 sec): 3 clusters
  Score: Raw -1172659.348251 + Penalty 4473.513214 = -1168185.835038
  nChanged 56
		SP:Iteration 27Q (195147.000000 sec): 3 clusters
  Score: Raw -1172678.022810 + Penalty 4473.513214 = -1168204.509597
  nChanged 51
		SP:Iteration 28Q (195147.230000 sec): 3 clusters
  Score: Raw -1172693.237027 + Penalty 4473.513214 = -1168219.723813
  nChanged 42
		SP:Iteration 29Q (195147.500000 sec): 3 clusters
  Score: Raw -1172703.337113 + Penalty 4473.513214 = -1168229.823899
  nChanged 28
		SP:Iteration 30Q (195147.720000 sec): 3 clusters
  Score: Raw -1172709.301239 + Penalty 4473.513214 = -1168235.788026
  nChanged 24
		SP:Iteration 31Q (195147.940000 sec): 3 clusters
  Score: Raw -1172714.720829 + Penalty 4473.513214 = -1168241.207615
  nChanged 23
		SP:Iteration 32Q (195148.190000 sec): 3 clusters
  Score: Raw -1172719.804018 + Penalty 4473.513214 = -1168246.290804
  nChanged 26
		SP:Iteration 33Q (195148.450000 sec): 3 clusters
  Score: Raw -1172727.644903 + Penalty 4473.513214 = -1168254.131689
  nChanged 33
		SP:Iteration 34Q (195148.760000 sec): 3 clusters
  Score: Raw -1172737.397332 + Penalty 4473.513214 = -1168263.884118
  nChanged 35
		SP:Iteration 35Q (195149.010000 sec): 3 clusters
  Score: Raw -1172752.769893 + Penalty 4473.513214 = -1168279.256679
  nChanged 52
		SP:Iteration 36Q (195149.330000 sec): 3 clusters
  Score: Raw -1172782.660412 + Penalty 4473.513214 = -1168309.147198
  nChanged 68
		SP:Iteration 37Q (195149.490000 sec): 3 clusters
  Score: Raw -1172817.458979 + Penalty 4473.513214 = -1168343.945765
  nChanged 85
		SP:Iteration 38Q (195149.730000 sec): 3 clusters
  Score: Raw -1172849.093770 + Penalty 4473.513214 = -1168375.580556
  nChanged 58
		SP:Iteration 39Q (195149.930000 sec): 3 clusters
  Score: Raw -1172867.444328 + Penalty 4473.513214 = -1168393.931114
  nChanged 45
		SP:Iteration 40F (195150.210000 sec): 3 clusters
  Score: Raw -1172878.531545 + Penalty 4473.513214 = -1168405.018331
  nChanged 43
		SP:Iteration 41Q (195150.400000 sec): 3 clusters
  Score: Raw -1172889.275309 + Penalty 4473.513214 = -1168415.762096
  nChanged 32
		SP:Iteration 42Q (195150.670000 sec): 3 clusters
  Score: Raw -1172896.866051 + Penalty 4473.513214 = -1168423.352838
  nChanged 17
		SP:Iteration 43Q (195150.890000 sec): 3 clusters
  Score: Raw -1172900.478311 + Penalty 4473.513214 = -1168426.965098
  nChanged 14
		SP:Iteration 44Q (195151.090000 sec): 3 clusters
  Score: Raw -1172904.107962 + Penalty 4473.513214 = -1168430.594748
  nChanged 17
		SP:Iteration 45Q (195151.370000 sec): 3 clusters
  Score: Raw -1172907.417063 + Penalty 4473.513214 = -1168433.903850
  nChanged 14
		SP:Iteration 46Q (195151.590000 sec): 3 clusters
  Score: Raw -1172910.105914 + Penalty 4473.513214 = -1168436.592700
  nChanged 8
		SP:Iteration 47Q (195151.860000 sec): 3 clusters
  Score: Raw -1172911.531396 + Penalty 4473.513214 = -1168438.018182
  nChanged 8
		SP:Iteration 48Q (195152.030000 sec): 3 clusters
  Score: Raw -1172912.586116 + Penalty 4473.513214 = -1168439.072903
  nChanged 9
		SP:Iteration 49Q (195152.310000 sec): 3 clusters
  Score: Raw -1172913.918236 + Penalty 4473.513214 = -1168440.405022
  nChanged 5
		SP:Iteration 50Q (195152.480000 sec): 3 clusters
  Score: Raw -1172914.643836 + Penalty 4473.513214 = -1168441.130622
  nChanged 4
		SP:Iteration 51Q (195152.750000 sec): 3 clusters
  Score: Raw -1172915.244200 + Penalty 4473.513214 = -1168441.730986
  nChanged 5
		SP:Iteration 52Q (195152.980000 sec): 3 clusters
  Score: Raw -1172917.183163 + Penalty 4473.513214 = -1168443.669949
  nChanged 11
		SP:Iteration 53Q (195153.220000 sec): 3 clusters
  Score: Raw -1172919.725371 + Penalty 4473.513214 = -1168446.212157
  nChanged 9
		SP:Iteration 54Q (195153.480000 sec): 3 clusters
  Score: Raw -1172921.386017 + Penalty 4473.513214 = -1168447.872803
  nChanged 12
		SP:Iteration 55Q (195153.670000 sec): 3 clusters
  Score: Raw -1172924.848641 + Penalty 4473.513214 = -1168451.335427
  nChanged 20
		SP:Iteration 56Q (195153.860000 sec): 3 clusters
  Score: Raw -1172928.200070 + Penalty 4473.513214 = -1168454.686856
  nChanged 12
		SP:Iteration 57Q (195154.060000 sec): 3 clusters
  Score: Raw -1172930.168169 + Penalty 4473.513214 = -1168456.654955
  nChanged 9
		SP:Iteration 58Q (195154.290000 sec): 3 clusters
  Score: Raw -1172932.310521 + Penalty 4473.513214 = -1168458.797307
  nChanged 11
		SP:Iteration 59Q (195154.500000 sec): 3 clusters
  Score: Raw -1172934.945082 + Penalty 4473.513214 = -1168461.431868
  nChanged 9
		SP:Iteration 60F (195154.730000 sec): 3 clusters
  Score: Raw -1172936.686735 + Penalty 4473.513214 = -1168463.173521
  nChanged 8
		SP:Iteration 61Q (195154.940000 sec): 3 clusters
  Score: Raw -1172938.753780 + Penalty 4473.513214 = -1168465.240566
  nChanged 8
		SP:Iteration 62Q (195155.150000 sec): 3 clusters
  Score: Raw -1172940.478163 + Penalty 4473.513214 = -1168466.964949
  nChanged 7
		SP:Iteration 63Q (195155.360000 sec): 3 clusters
  Score: Raw -1172942.072311 + Penalty 4473.513214 = -1168468.559098
  nChanged 6
		SP:Iteration 64Q (195155.600000 sec): 3 clusters
  Score: Raw -1172943.390624 + Penalty 4473.513214 = -1168469.877410
  nChanged 7
		SP:Iteration 65Q (195155.800000 sec): 3 clusters
  Score: Raw -1172944.499482 + Penalty 4473.513214 = -1168470.986268
  nChanged 7
		SP:Iteration 66Q (195156.080000 sec): 3 clusters
  Score: Raw -1172946.295301 + Penalty 4473.513214 = -1168472.782087
  nChanged 8
		SP:Iteration 67Q (195156.330000 sec): 3 clusters
  Score: Raw -1172947.571534 + Penalty 4473.513214 = -1168474.058320
  nChanged 9
		SP:Iteration 68Q (195156.590000 sec): 3 clusters
  Score: Raw -1172949.710621 + Penalty 4473.513214 = -1168476.197407
  nChanged 8
		SP:Iteration 69Q (195156.780000 sec): 3 clusters
  Score: Raw -1172951.256681 + Penalty 4473.513214 = -1168477.743467
  nChanged 5
		SP:Iteration 70Q (195157.020000 sec): 3 clusters
  Score: Raw -1172952.755870 + Penalty 4473.513214 = -1168479.242656
  nChanged 10
		SP:Iteration 71Q (195157.260000 sec): 3 clusters
  Score: Raw -1172954.411093 + Penalty 4473.513214 = -1168480.897879
  nChanged 0
		SP:Iteration 72F (195157.530000 sec): 3 clusters
  Score: Raw -1172954.411093 + Penalty 4473.513214 = -1168480.897879
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 19 (11487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195157.690000 sec): 2 clusters
  Score: Raw -1794021.847434 + Penalty 2318.544868 = -1791703.302566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195157.930000 sec): 3 clusters
  Score: Raw -1787711.164765 + Penalty 4637.089735 = -1783074.075030
  nChanged 4810
		SP:Iteration 1F (195158.170000 sec): 3 clusters
  Score: Raw -1790305.629051 + Penalty 4637.089735 = -1785668.539316
  nChanged 712
		SP:Iteration 2F (195158.490000 sec): 3 clusters
  Score: Raw -1790638.682759 + Penalty 4637.089735 = -1786001.593024
  nChanged 610
		SP:Iteration 3F (195158.710000 sec): 3 clusters
  Score: Raw -1790907.722717 + Penalty 4637.089735 = -1786270.632982
  nChanged 482
		SP:Iteration 4Q (195158.960000 sec): 3 clusters
  Score: Raw -1791124.829870 + Penalty 4637.089735 = -1786487.740135
  nChanged 454
		SP:Iteration 5Q (195159.220000 sec): 3 clusters
  Score: Raw -1791354.205684 + Penalty 4637.089735 = -1786717.115949
  nChanged 501
		SP:Iteration 6Q (195159.490000 sec): 3 clusters
  Score: Raw -1791644.328398 + Penalty 4637.089735 = -1787007.238663
  nChanged 545
		SP:Iteration 7Q (195159.760000 sec): 3 clusters
  Score: Raw -1792002.148664 + Penalty 4637.089735 = -1787365.058929
  nChanged 539
		SP:Iteration 8Q (195160.070000 sec): 3 clusters
  Score: Raw -1792372.891521 + Penalty 4637.089735 = -1787735.801786
  nChanged 520
		SP:Iteration 9Q (195160.360000 sec): 3 clusters
  Score: Raw -1792740.757723 + Penalty 4637.089735 = -1788103.667988
  nChanged 460
		SP:Iteration 10Q (195160.640000 sec): 3 clusters
  Score: Raw -1793071.499821 + Penalty 4637.089735 = -1788434.410086
  nChanged 379
		SP:Iteration 11Q (195160.860000 sec): 3 clusters
  Score: Raw -1793349.425306 + Penalty 4637.089735 = -1788712.335571
  nChanged 319
		SP:Iteration 12Q (195161.170000 sec): 3 clusters
  Score: Raw -1793586.299646 + Penalty 4637.089735 = -1788949.209911
  nChanged 254
		SP:Iteration 13Q (195161.410000 sec): 3 clusters
  Score: Raw -1793790.373106 + Penalty 4637.089735 = -1789153.283371
  nChanged 213
		SP:Iteration 14Q (195161.650000 sec): 3 clusters
  Score: Raw -1793957.779029 + Penalty 4637.089735 = -1789320.689294
  nChanged 128
		SP:Iteration 15Q (195161.860000 sec): 3 clusters
  Score: Raw -1794047.909067 + Penalty 4637.089735 = -1789410.819332
  nChanged 109
		SP:Iteration 16Q (195162.180000 sec): 3 clusters
  Score: Raw -1794126.780492 + Penalty 4637.089735 = -1789489.690757
  nChanged 73
		SP:Iteration 17Q (195162.480000 sec): 3 clusters
  Score: Raw -1794182.522276 + Penalty 4637.089735 = -1789545.432541
  nChanged 60
		SP:Iteration 18Q (195162.700000 sec): 3 clusters
  Score: Raw -1794225.826176 + Penalty 4637.089735 = -1789588.736440
  nChanged 45
		SP:Iteration 19Q (195162.970000 sec): 3 clusters
  Score: Raw -1794255.247891 + Penalty 4637.089735 = -1789618.158156
  nChanged 39
		SP:Iteration 20F (195163.230000 sec): 3 clusters
  Score: Raw -1794282.104431 + Penalty 4637.089735 = -1789645.014696
  nChanged 35
		SP:Iteration 21Q (195163.530000 sec): 3 clusters
  Score: Raw -1794307.530519 + Penalty 4637.089735 = -1789670.440784
  nChanged 30
		SP:Iteration 22Q (195163.720000 sec): 3 clusters
  Score: Raw -1794322.642364 + Penalty 4637.089735 = -1789685.552629
  nChanged 24
		SP:Iteration 23Q (195163.960000 sec): 3 clusters
  Score: Raw -1794339.321632 + Penalty 4637.089735 = -1789702.231896
  nChanged 19
		SP:Iteration 24Q (195164.240000 sec): 3 clusters
  Score: Raw -1794352.049475 + Penalty 4637.089735 = -1789714.959739
  nChanged 19
		SP:Iteration 25Q (195164.450000 sec): 3 clusters
  Score: Raw -1794366.206140 + Penalty 4637.089735 = -1789729.116405
  nChanged 13
		SP:Iteration 26Q (195164.700000 sec): 3 clusters
  Score: Raw -1794373.811756 + Penalty 4637.089735 = -1789736.722021
  nChanged 7
		SP:Iteration 27Q (195164.940000 sec): 3 clusters
  Score: Raw -1794378.554971 + Penalty 4637.089735 = -1789741.465235
  nChanged 10
		SP:Iteration 28Q (195165.220000 sec): 3 clusters
  Score: Raw -1794387.174375 + Penalty 4637.089735 = -1789750.084640
  nChanged 14
		SP:Iteration 29Q (195165.480000 sec): 3 clusters
  Score: Raw -1794398.224121 + Penalty 4637.089735 = -1789761.134386
  nChanged 10
		SP:Iteration 30Q (195165.800000 sec): 3 clusters
  Score: Raw -1794408.619685 + Penalty 4637.089735 = -1789771.529950
  nChanged 22
		SP:Iteration 31Q (195166.030000 sec): 3 clusters
  Score: Raw -1794425.697396 + Penalty 4637.089735 = -1789788.607661
  nChanged 9
		SP:Iteration 32Q (195166.420000 sec): 3 clusters
  Score: Raw -1794435.521864 + Penalty 4637.089735 = -1789798.432129
  nChanged 11
		SP:Iteration 33Q (195166.660000 sec): 3 clusters
  Score: Raw -1794443.439917 + Penalty 4637.089735 = -1789806.350181
  nChanged 2
		SP:Iteration 34Q (195166.900000 sec): 3 clusters
  Score: Raw -1794444.883206 + Penalty 4637.089735 = -1789807.793471
  nChanged 4
		SP:Iteration 35Q (195167.120000 sec): 3 clusters
  Score: Raw -1794447.547388 + Penalty 4637.089735 = -1789810.457652
  nChanged 3
		SP:Iteration 36Q (195167.400000 sec): 3 clusters
  Score: Raw -1794448.973951 + Penalty 4637.089735 = -1789811.884216
  nChanged 3
		SP:Iteration 37Q (195167.630000 sec): 3 clusters
  Score: Raw -1794450.755024 + Penalty 4637.089735 = -1789813.665289
  nChanged 1
		SP:Iteration 38Q (195167.880000 sec): 3 clusters
  Score: Raw -1794451.558046 + Penalty 4637.089735 = -1789814.468311
  nChanged 2
		SP:Iteration 39Q (195168.140000 sec): 3 clusters
  Score: Raw -1794452.345575 + Penalty 4637.089735 = -1789815.255840
  nChanged 2
		SP:Iteration 40F (195168.430000 sec): 3 clusters
  Score: Raw -1794453.966852 + Penalty 4637.089735 = -1789816.877117
  nChanged 2
		SP:Iteration 41Q (195168.800000 sec): 3 clusters
  Score: Raw -1794454.986417 + Penalty 4637.089735 = -1789817.896682
  nChanged 2
		SP:Iteration 42Q (195169.140000 sec): 3 clusters
  Score: Raw -1794456.661381 + Penalty 4637.089735 = -1789819.571646
  nChanged 4
		SP:Iteration 43Q (195169.390000 sec): 3 clusters
  Score: Raw -1794459.620428 + Penalty 4637.089735 = -1789822.530693
  nChanged 3
		SP:Iteration 44Q (195169.690000 sec): 3 clusters
  Score: Raw -1794461.397258 + Penalty 4637.089735 = -1789824.307523
  nChanged 3
		SP:Iteration 45Q (195170.000000 sec): 3 clusters
  Score: Raw -1794462.870303 + Penalty 4637.089735 = -1789825.780568
  nChanged 1
		SP:Iteration 46Q (195170.320000 sec): 3 clusters
  Score: Raw -1794463.537831 + Penalty 4637.089735 = -1789826.448096
  nChanged 2
		SP:Iteration 47Q (195170.590000 sec): 3 clusters
  Score: Raw -1794464.694536 + Penalty 4637.089735 = -1789827.604801
  nChanged 1
		SP:Iteration 48Q (195170.810000 sec): 3 clusters
  Score: Raw -1794465.822290 + Penalty 4637.089735 = -1789828.732555
  nChanged 2
		SP:Iteration 49Q (195170.970000 sec): 3 clusters
  Score: Raw -1794466.977856 + Penalty 4637.089735 = -1789829.888121
  nChanged 3
		SP:Iteration 50Q (195171.120000 sec): 3 clusters
  Score: Raw -1794469.485157 + Penalty 4637.089735 = -1789832.395422
  nChanged 2
		SP:Iteration 51Q (195171.280000 sec): 3 clusters
  Score: Raw -1794471.054183 + Penalty 4637.089735 = -1789833.964448
  nChanged 1
		SP:Iteration 52Q (195171.440000 sec): 3 clusters
  Score: Raw -1794471.521349 + Penalty 4637.089735 = -1789834.431614
  nChanged 2
		SP:Iteration 53Q (195171.590000 sec): 3 clusters
  Score: Raw -1794474.214224 + Penalty 4637.089735 = -1789837.124489
  nChanged 2
		SP:Iteration 54Q (195171.840000 sec): 3 clusters
  Score: Raw -1794475.875782 + Penalty 4637.089735 = -1789838.786047
  nChanged 1
		SP:Iteration 55Q (195172.080000 sec): 3 clusters
  Score: Raw -1794476.173433 + Penalty 4637.089735 = -1789839.083698
  nChanged 0
		SP:Iteration 56F (195172.260000 sec): 3 clusters
  Score: Raw -1794476.173433 + Penalty 4637.089735 = -1789839.083698
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 20 (10513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195172.420000 sec): 2 clusters
  Score: Raw -1673726.900665 + Penalty 2296.571231 = -1671430.329435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195172.580000 sec): 3 clusters
  Score: Raw -1668089.954323 + Penalty 4593.142461 = -1663496.811862
  nChanged 4394
		SP:Iteration 1F (195172.740000 sec): 3 clusters
  Score: Raw -1670552.800921 + Penalty 4593.142461 = -1665959.658459
  nChanged 766
		SP:Iteration 2F (195172.990000 sec): 3 clusters
  Score: Raw -1671074.153110 + Penalty 4593.142461 = -1666481.010648
  nChanged 668
		SP:Iteration 3F (195173.100000 sec): 3 clusters
  Score: Raw -1671569.175285 + Penalty 4593.142461 = -1666976.032824
  nChanged 638
		SP:Iteration 4F (195173.310000 sec): 3 clusters
  Score: Raw -1672070.481499 + Penalty 4593.142461 = -1667477.339038
  nChanged 660
		SP:Iteration 5F (195173.580000 sec): 3 clusters
  Score: Raw -1672703.615881 + Penalty 4593.142461 = -1668110.473419
  nChanged 712
		SP:Iteration 6F (195173.840000 sec): 3 clusters
  Score: Raw -1673374.557279 + Penalty 4593.142461 = -1668781.414818
  nChanged 672
		SP:Iteration 7F (195174.120000 sec): 3 clusters
  Score: Raw -1674015.953700 + Penalty 4593.142461 = -1669422.811239
  nChanged 588
		SP:Iteration 8F (195174.420000 sec): 3 clusters
  Score: Raw -1674508.543359 + Penalty 4593.142461 = -1669915.400898
  nChanged 424
		SP:Iteration 9Q (195174.630000 sec): 3 clusters
  Score: Raw -1674766.410322 + Penalty 4593.142461 = -1670173.267860
  nChanged 269
		SP:Iteration 10Q (195174.860000 sec): 3 clusters
  Score: Raw -1674914.379616 + Penalty 4593.142461 = -1670321.237155
  nChanged 212
		SP:Iteration 11Q (195175.090000 sec): 3 clusters
  Score: Raw -1675013.510422 + Penalty 4593.142461 = -1670420.367961
  nChanged 177
		SP:Iteration 12Q (195175.360000 sec): 3 clusters
  Score: Raw -1675071.770628 + Penalty 4593.142461 = -1670478.628167
  nChanged 112
		SP:Iteration 13Q (195175.610000 sec): 3 clusters
  Score: Raw -1675103.602616 + Penalty 4593.142461 = -1670510.460155
  nChanged 83
		SP:Iteration 14Q (195175.870000 sec): 3 clusters
  Score: Raw -1675124.884957 + Penalty 4593.142461 = -1670531.742495
  nChanged 44
		SP:Iteration 15Q (195176.200000 sec): 3 clusters
  Score: Raw -1675133.880181 + Penalty 4593.142461 = -1670540.737720
  nChanged 37
		SP:Iteration 16Q (195176.420000 sec): 3 clusters
  Score: Raw -1675141.060287 + Penalty 4593.142461 = -1670547.917826
  nChanged 24
		SP:Iteration 17Q (195176.640000 sec): 3 clusters
  Score: Raw -1675145.604346 + Penalty 4593.142461 = -1670552.461885
  nChanged 20
		SP:Iteration 18Q (195176.850000 sec): 3 clusters
  Score: Raw -1675149.535311 + Penalty 4593.142461 = -1670556.392850
  nChanged 18
		SP:Iteration 19Q (195177.090000 sec): 3 clusters
  Score: Raw -1675153.509766 + Penalty 4593.142461 = -1670560.367305
  nChanged 17
		SP:Iteration 20F (195177.380000 sec): 3 clusters
  Score: Raw -1675156.746160 + Penalty 4593.142461 = -1670563.603699
  nChanged 11
		SP:Iteration 21Q (195177.600000 sec): 3 clusters
  Score: Raw -1675158.764150 + Penalty 4593.142461 = -1670565.621689
  nChanged 10
		SP:Iteration 22Q (195177.880000 sec): 3 clusters
  Score: Raw -1675160.540909 + Penalty 4593.142461 = -1670567.398448
  nChanged 6
		SP:Iteration 23Q (195178.110000 sec): 3 clusters
  Score: Raw -1675161.786079 + Penalty 4593.142461 = -1670568.643618
  nChanged 6
		SP:Iteration 24Q (195178.350000 sec): 3 clusters
  Score: Raw -1675163.088935 + Penalty 4593.142461 = -1670569.946474
  nChanged 5
		SP:Iteration 25Q (195178.580000 sec): 3 clusters
  Score: Raw -1675164.254996 + Penalty 4593.142461 = -1670571.112534
  nChanged 4
		SP:Iteration 26Q (195178.810000 sec): 3 clusters
  Score: Raw -1675164.999970 + Penalty 4593.142461 = -1670571.857509
  nChanged 4
		SP:Iteration 27Q (195179.050000 sec): 3 clusters
  Score: Raw -1675165.717905 + Penalty 4593.142461 = -1670572.575443
  nChanged 8
		SP:Iteration 28Q (195179.280000 sec): 3 clusters
  Score: Raw -1675167.172310 + Penalty 4593.142461 = -1670574.029849
  nChanged 5
		SP:Iteration 29Q (195179.520000 sec): 3 clusters
  Score: Raw -1675167.797421 + Penalty 4593.142461 = -1670574.654959
  nChanged 5
		SP:Iteration 30Q (195179.670000 sec): 3 clusters
  Score: Raw -1675168.461622 + Penalty 4593.142461 = -1670575.319160
  nChanged 2
		SP:Iteration 31Q (195179.930000 sec): 3 clusters
  Score: Raw -1675168.763365 + Penalty 4593.142461 = -1670575.620904
  nChanged 2
		SP:Iteration 32Q (195180.070000 sec): 3 clusters
  Score: Raw -1675168.936918 + Penalty 4593.142461 = -1670575.794457
  nChanged 3
		SP:Iteration 33Q (195180.270000 sec): 3 clusters
  Score: Raw -1675169.425588 + Penalty 4593.142461 = -1670576.283127
  nChanged 2
		SP:Iteration 34Q (195180.420000 sec): 3 clusters
  Score: Raw -1675169.871100 + Penalty 4593.142461 = -1670576.728639
  nChanged 1
		SP:Iteration 35Q (195180.580000 sec): 3 clusters
  Score: Raw -1675170.150378 + Penalty 4593.142461 = -1670577.007916
  nChanged 0
		SP:Iteration 36F (195180.750000 sec): 3 clusters
  Score: Raw -1675170.150378 + Penalty 4593.142461 = -1670577.007916
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 21 (8246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195180.890000 sec): 2 clusters
  Score: Raw -1263541.130138 + Penalty 2236.335911 = -1261304.794227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195181.010000 sec): 3 clusters
  Score: Raw -1259195.098116 + Penalty 4472.671823 = -1254722.426294
  nChanged 3336
		SP:Iteration 1F (195181.210000 sec): 3 clusters
  Score: Raw -1261057.808409 + Penalty 4472.671823 = -1256585.136587
  nChanged 588
		SP:Iteration 2F (195181.350000 sec): 3 clusters
  Score: Raw -1261374.107693 + Penalty 4472.671823 = -1256901.435870
  nChanged 474
		SP:Iteration 3F (195181.580000 sec): 3 clusters
  Score: Raw -1261663.270362 + Penalty 4472.671823 = -1257190.598539
  nChanged 465
		SP:Iteration 4F (195181.730000 sec): 3 clusters
  Score: Raw -1261956.249084 + Penalty 4472.671823 = -1257483.577261
  nChanged 414
		SP:Iteration 5F (195181.910000 sec): 3 clusters
  Score: Raw -1262239.727206 + Penalty 4472.671823 = -1257767.055383
  nChanged 457
		SP:Iteration 6F (195182.170000 sec): 3 clusters
  Score: Raw -1262587.793499 + Penalty 4472.671823 = -1258115.121676
  nChanged 442
		SP:Iteration 7F (195182.350000 sec): 3 clusters
  Score: Raw -1262967.286268 + Penalty 4472.671823 = -1258494.614445
  nChanged 462
		SP:Iteration 8F (195182.550000 sec): 3 clusters
  Score: Raw -1263349.708175 + Penalty 4472.671823 = -1258877.036353
  nChanged 419
		SP:Iteration 9F (195182.790000 sec): 3 clusters
  Score: Raw -1263711.322688 + Penalty 4472.671823 = -1259238.650865
  nChanged 358
		SP:Iteration 10Q (195183.010000 sec): 3 clusters
  Score: Raw -1264017.983313 + Penalty 4472.671823 = -1259545.311490
  nChanged 269
		SP:Iteration 11Q (195183.230000 sec): 3 clusters
  Score: Raw -1264237.169187 + Penalty 4472.671823 = -1259764.497364
  nChanged 163
		SP:Iteration 12Q (195183.520000 sec): 3 clusters
  Score: Raw -1264350.210032 + Penalty 4472.671823 = -1259877.538210
  nChanged 127
		SP:Iteration 13Q (195183.710000 sec): 3 clusters
  Score: Raw -1264441.593332 + Penalty 4472.671823 = -1259968.921509
  nChanged 98
		SP:Iteration 14Q (195183.900000 sec): 3 clusters
  Score: Raw -1264511.389230 + Penalty 4472.671823 = -1260038.717407
  nChanged 71
		SP:Iteration 15Q (195184.190000 sec): 3 clusters
  Score: Raw -1264560.028480 + Penalty 4472.671823 = -1260087.356657
  nChanged 46
		SP:Iteration 16Q (195184.420000 sec): 3 clusters
  Score: Raw -1264588.444974 + Penalty 4472.671823 = -1260115.773151
  nChanged 27
		SP:Iteration 17Q (195184.660000 sec): 3 clusters
  Score: Raw -1264599.695490 + Penalty 4472.671823 = -1260127.023667
  nChanged 8
		SP:Iteration 18Q (195185.000000 sec): 3 clusters
  Score: Raw -1264603.946773 + Penalty 4472.671823 = -1260131.274951
  nChanged 7
		SP:Iteration 19Q (195185.190000 sec): 3 clusters
  Score: Raw -1264608.339560 + Penalty 4472.671823 = -1260135.667738
  nChanged 6
		SP:Iteration 20F (195185.460000 sec): 3 clusters
  Score: Raw -1264610.103673 + Penalty 4472.671823 = -1260137.431851
  nChanged 1
		SP:Iteration 21Q (195185.680000 sec): 3 clusters
  Score: Raw -1264610.470379 + Penalty 4472.671823 = -1260137.798557
  nChanged 1
		SP:Iteration 22Q (195185.880000 sec): 3 clusters
  Score: Raw -1264610.793841 + Penalty 4472.671823 = -1260138.122018
  nChanged 1
		SP:Iteration 23Q (195186.110000 sec): 3 clusters
  Score: Raw -1264611.415494 + Penalty 4472.671823 = -1260138.743672
  nChanged 1
		SP:Iteration 24Q (195186.350000 sec): 3 clusters
  Score: Raw -1264611.740565 + Penalty 4472.671823 = -1260139.068743
  nChanged 1
		SP:Iteration 25Q (195186.550000 sec): 3 clusters
  Score: Raw -1264612.308926 + Penalty 4472.671823 = -1260139.637104
  nChanged 2
		SP:Iteration 26Q (195186.750000 sec): 3 clusters
  Score: Raw -1264613.345944 + Penalty 4472.671823 = -1260140.674121
  nChanged 3
		SP:Iteration 27Q (195186.950000 sec): 3 clusters
  Score: Raw -1264614.738019 + Penalty 4472.671823 = -1260142.066197
  nChanged 1
		SP:Iteration 28Q (195187.130000 sec): 3 clusters
  Score: Raw -1264615.175698 + Penalty 4472.671823 = -1260142.503876
  nChanged 0
		SP:Iteration 29F (195187.420000 sec): 3 clusters
  Score: Raw -1264615.175698 + Penalty 4472.671823 = -1260142.503876
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 22 (11761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195187.620000 sec): 2 clusters
  Score: Raw -1787269.215554 + Penalty 2324.390974 = -1784944.824579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195187.850000 sec): 3 clusters
  Score: Raw -1780914.129069 + Penalty 4648.781949 = -1776265.347120
  nChanged 4936
		SP:Iteration 1F (195188.150000 sec): 3 clusters
  Score: Raw -1783677.971650 + Penalty 4648.781949 = -1779029.189702
  nChanged 846
		SP:Iteration 2F (195188.370000 sec): 3 clusters
  Score: Raw -1784190.921836 + Penalty 4648.781949 = -1779542.139887
  nChanged 759
		SP:Iteration 3F (195188.650000 sec): 3 clusters
  Score: Raw -1784670.829075 + Penalty 4648.781949 = -1780022.047126
  nChanged 746
		SP:Iteration 4F (195188.980000 sec): 3 clusters
  Score: Raw -1785203.114798 + Penalty 4648.781949 = -1780554.332849
  nChanged 759
		SP:Iteration 5F (195189.230000 sec): 3 clusters
  Score: Raw -1785858.106651 + Penalty 4648.781949 = -1781209.324702
  nChanged 735
		SP:Iteration 6F (195189.520000 sec): 3 clusters
  Score: Raw -1786542.018993 + Penalty 4648.781949 = -1781893.237044
  nChanged 644
		SP:Iteration 7F (195189.770000 sec): 3 clusters
  Score: Raw -1787185.643534 + Penalty 4648.781949 = -1782536.861586
  nChanged 476
		SP:Iteration 8Q (195190.000000 sec): 3 clusters
  Score: Raw -1787690.963799 + Penalty 4648.781949 = -1783042.181850
  nChanged 358
		SP:Iteration 9Q (195190.230000 sec): 3 clusters
  Score: Raw -1788013.996416 + Penalty 4648.781949 = -1783365.214467
  nChanged 279
		SP:Iteration 10Q (195190.510000 sec): 3 clusters
  Score: Raw -1788219.660343 + Penalty 4648.781949 = -1783570.878394
  nChanged 187
		SP:Iteration 11Q (195190.750000 sec): 3 clusters
  Score: Raw -1788343.078733 + Penalty 4648.781949 = -1783694.296784
  nChanged 164
		SP:Iteration 12Q (195191.000000 sec): 3 clusters
  Score: Raw -1788428.755261 + Penalty 4648.781949 = -1783779.973312
  nChanged 130
		SP:Iteration 13Q (195191.190000 sec): 3 clusters
  Score: Raw -1788486.611542 + Penalty 4648.781949 = -1783837.829593
  nChanged 92
		SP:Iteration 14Q (195191.430000 sec): 3 clusters
  Score: Raw -1788518.015586 + Penalty 4648.781949 = -1783869.233637
  nChanged 61
		SP:Iteration 15Q (195191.650000 sec): 3 clusters
  Score: Raw -1788537.811417 + Penalty 4648.781949 = -1783889.029468
  nChanged 46
		SP:Iteration 16Q (195191.890000 sec): 3 clusters
  Score: Raw -1788554.159941 + Penalty 4648.781949 = -1783905.377992
  nChanged 47
		SP:Iteration 17Q (195192.100000 sec): 3 clusters
  Score: Raw -1788566.282430 + Penalty 4648.781949 = -1783917.500481
  nChanged 38
		SP:Iteration 18Q (195192.350000 sec): 3 clusters
  Score: Raw -1788573.432135 + Penalty 4648.781949 = -1783924.650186
  nChanged 33
		SP:Iteration 19Q (195192.600000 sec): 3 clusters
  Score: Raw -1788580.438656 + Penalty 4648.781949 = -1783931.656707
  nChanged 23
		SP:Iteration 20F (195192.830000 sec): 3 clusters
  Score: Raw -1788584.839487 + Penalty 4648.781949 = -1783936.057538
  nChanged 19
		SP:Iteration 21Q (195193.070000 sec): 3 clusters
  Score: Raw -1788588.985885 + Penalty 4648.781949 = -1783940.203936
  nChanged 15
		SP:Iteration 22Q (195193.330000 sec): 3 clusters
  Score: Raw -1788592.535717 + Penalty 4648.781949 = -1783943.753768
  nChanged 11
		SP:Iteration 23Q (195193.530000 sec): 3 clusters
  Score: Raw -1788594.826448 + Penalty 4648.781949 = -1783946.044499
  nChanged 12
		SP:Iteration 24Q (195193.770000 sec): 3 clusters
  Score: Raw -1788596.916411 + Penalty 4648.781949 = -1783948.134462
  nChanged 7
		SP:Iteration 25Q (195194.040000 sec): 3 clusters
  Score: Raw -1788598.274911 + Penalty 4648.781949 = -1783949.492962
  nChanged 4
		SP:Iteration 26Q (195194.290000 sec): 3 clusters
  Score: Raw -1788598.799787 + Penalty 4648.781949 = -1783950.017838
  nChanged 4
		SP:Iteration 27Q (195194.500000 sec): 3 clusters
  Score: Raw -1788599.307998 + Penalty 4648.781949 = -1783950.526049
  nChanged 3
		SP:Iteration 28Q (195194.660000 sec): 3 clusters
  Score: Raw -1788599.492361 + Penalty 4648.781949 = -1783950.710412
  nChanged 2
		SP:Iteration 29Q (195194.870000 sec): 3 clusters
  Score: Raw -1788599.598994 + Penalty 4648.781949 = -1783950.817045
  nChanged 1
		SP:Iteration 30Q (195195.100000 sec): 3 clusters
  Score: Raw -1788599.678992 + Penalty 4648.781949 = -1783950.897043
  nChanged 0
		SP:Iteration 31F (195195.400000 sec): 3 clusters
  Score: Raw -1788599.678992 + Penalty 4648.781949 = -1783950.897043
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 23 (4646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195195.540000 sec): 2 clusters
  Score: Raw -635940.092439 + Penalty 2094.052955 = -633846.039485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195195.760000 sec): 3 clusters
  Score: Raw -633891.380301 + Penalty 4188.105909 = -629703.274392
  nChanged 1717
		SP:Iteration 1F (195195.950000 sec): 3 clusters
  Score: Raw -635536.166833 + Penalty 4188.105909 = -631348.060924
  nChanged 500
		SP:Iteration 2F (195196.160000 sec): 3 clusters
  Score: Raw -636254.414765 + Penalty 4188.105909 = -632066.308856
  nChanged 393
		SP:Iteration 3F (195196.340000 sec): 3 clusters
  Score: Raw -636679.634383 + Penalty 4188.105909 = -632491.528474
  nChanged 273
		SP:Iteration 4F (195196.500000 sec): 3 clusters
  Score: Raw -636940.201863 + Penalty 4188.105909 = -632752.095954
  nChanged 216
		SP:Iteration 5Q (195196.670000 sec): 3 clusters
  Score: Raw -637133.750996 + Penalty 4188.105909 = -632945.645087
  nChanged 158
		SP:Iteration 6Q (195196.880000 sec): 3 clusters
  Score: Raw -637258.599573 + Penalty 4188.105909 = -633070.493664
  nChanged 107
		SP:Iteration 7Q (195197.040000 sec): 3 clusters
  Score: Raw -637333.980903 + Penalty 4188.105909 = -633145.874994
  nChanged 92
		SP:Iteration 8Q (195197.200000 sec): 3 clusters
  Score: Raw -637384.543995 + Penalty 4188.105909 = -633196.438086
  nChanged 72
		SP:Iteration 9Q (195197.360000 sec): 3 clusters
  Score: Raw -637422.863212 + Penalty 4188.105909 = -633234.757303
  nChanged 55
		SP:Iteration 10Q (195197.520000 sec): 3 clusters
  Score: Raw -637449.658752 + Penalty 4188.105909 = -633261.552843
  nChanged 59
		SP:Iteration 11Q (195197.680000 sec): 3 clusters
  Score: Raw -637474.996647 + Penalty 4188.105909 = -633286.890738
  nChanged 41
		SP:Iteration 12Q (195197.840000 sec): 3 clusters
  Score: Raw -637490.703389 + Penalty 4188.105909 = -633302.597480
  nChanged 35
		SP:Iteration 13Q (195198.010000 sec): 3 clusters
  Score: Raw -637504.292789 + Penalty 4188.105909 = -633316.186880
  nChanged 34
		SP:Iteration 14Q (195198.170000 sec): 3 clusters
  Score: Raw -637516.025527 + Penalty 4188.105909 = -633327.919618
  nChanged 31
		SP:Iteration 15Q (195198.340000 sec): 3 clusters
  Score: Raw -637528.413773 + Penalty 4188.105909 = -633340.307864
  nChanged 30
		SP:Iteration 16Q (195198.500000 sec): 3 clusters
  Score: Raw -637539.188553 + Penalty 4188.105909 = -633351.082644
  nChanged 17
		SP:Iteration 17Q (195198.660000 sec): 3 clusters
  Score: Raw -637546.119944 + Penalty 4188.105909 = -633358.014035
  nChanged 19
		SP:Iteration 18Q (195198.820000 sec): 3 clusters
  Score: Raw -637553.907629 + Penalty 4188.105909 = -633365.801720
  nChanged 13
		SP:Iteration 19Q (195198.980000 sec): 3 clusters
  Score: Raw -637559.149903 + Penalty 4188.105909 = -633371.043994
  nChanged 13
		SP:Iteration 20F (195199.140000 sec): 3 clusters
  Score: Raw -637563.780659 + Penalty 4188.105909 = -633375.674750
  nChanged 11
		SP:Iteration 21Q (195199.310000 sec): 3 clusters
  Score: Raw -637568.417346 + Penalty 4188.105909 = -633380.311437
  nChanged 10
		SP:Iteration 22Q (195199.470000 sec): 3 clusters
  Score: Raw -637571.763557 + Penalty 4188.105909 = -633383.657648
  nChanged 7
		SP:Iteration 23Q (195199.630000 sec): 3 clusters
  Score: Raw -637573.917251 + Penalty 4188.105909 = -633385.811342
  nChanged 7
		SP:Iteration 24Q (195199.790000 sec): 3 clusters
  Score: Raw -637575.940333 + Penalty 4188.105909 = -633387.834424
  nChanged 6
		SP:Iteration 25Q (195199.950000 sec): 3 clusters
  Score: Raw -637577.739832 + Penalty 4188.105909 = -633389.633923
  nChanged 3
		SP:Iteration 26Q (195200.110000 sec): 3 clusters
  Score: Raw -637578.482392 + Penalty 4188.105909 = -633390.376483
  nChanged 1
		SP:Iteration 27Q (195200.270000 sec): 3 clusters
  Score: Raw -637578.766490 + Penalty 4188.105909 = -633390.660581
  nChanged 0
		SP:Iteration 28F (195200.430000 sec): 3 clusters
  Score: Raw -637578.766490 + Penalty 4188.105909 = -633390.660581
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 24 (6138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195200.530000 sec): 2 clusters
  Score: Raw -939215.304995 + Penalty 2163.119050 = -937052.185944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195200.730000 sec): 3 clusters
  Score: Raw -936092.904127 + Penalty 4326.238101 = -931766.666026
  nChanged 2440
		SP:Iteration 1F (195200.920000 sec): 3 clusters
  Score: Raw -937549.708249 + Penalty 4326.238101 = -933223.470149
  nChanged 516
		SP:Iteration 2F (195201.110000 sec): 3 clusters
  Score: Raw -937913.924107 + Penalty 4326.238101 = -933587.686006
  nChanged 397
		SP:Iteration 3F (195201.300000 sec): 3 clusters
  Score: Raw -938196.928569 + Penalty 4326.238101 = -933870.690468
  nChanged 320
		SP:Iteration 4F (195201.510000 sec): 3 clusters
  Score: Raw -938433.948915 + Penalty 4326.238101 = -934107.710815
  nChanged 249
		SP:Iteration 5Q (195201.690000 sec): 3 clusters
  Score: Raw -938588.783223 + Penalty 4326.238101 = -934262.545122
  nChanged 223
		SP:Iteration 6Q (195201.920000 sec): 3 clusters
  Score: Raw -938741.342477 + Penalty 4326.238101 = -934415.104377
  nChanged 208
		SP:Iteration 7Q (195202.120000 sec): 3 clusters
  Score: Raw -938881.725458 + Penalty 4326.238101 = -934555.487357
  nChanged 198
		SP:Iteration 8Q (195202.310000 sec): 3 clusters
  Score: Raw -939014.398148 + Penalty 4326.238101 = -934688.160047
  nChanged 177
		SP:Iteration 9Q (195202.490000 sec): 3 clusters
  Score: Raw -939138.436240 + Penalty 4326.238101 = -934812.198139
  nChanged 200
		SP:Iteration 10Q (195202.690000 sec): 3 clusters
  Score: Raw -939287.536458 + Penalty 4326.238101 = -934961.298358
  nChanged 202
		SP:Iteration 11Q (195202.890000 sec): 3 clusters
  Score: Raw -939488.299552 + Penalty 4326.238101 = -935162.061451
  nChanged 188
		SP:Iteration 12Q (195203.070000 sec): 3 clusters
  Score: Raw -939723.177568 + Penalty 4326.238101 = -935396.939467
  nChanged 156
		SP:Iteration 13Q (195203.270000 sec): 3 clusters
  Score: Raw -939927.368317 + Penalty 4326.238101 = -935601.130217
  nChanged 135
		SP:Iteration 14Q (195203.460000 sec): 3 clusters
  Score: Raw -940110.291354 + Penalty 4326.238101 = -935784.053253
  nChanged 113
		SP:Iteration 15Q (195203.650000 sec): 3 clusters
  Score: Raw -940198.086050 + Penalty 4326.238101 = -935871.847949
  nChanged 83
		SP:Iteration 16Q (195203.840000 sec): 3 clusters
  Score: Raw -940242.651751 + Penalty 4326.238101 = -935916.413650
  nChanged 66
		SP:Iteration 17Q (195204.040000 sec): 3 clusters
  Score: Raw -940276.152412 + Penalty 4326.238101 = -935949.914312
  nChanged 47
		SP:Iteration 18Q (195204.230000 sec): 3 clusters
  Score: Raw -940294.897949 + Penalty 4326.238101 = -935968.659848
  nChanged 38
		SP:Iteration 19Q (195204.440000 sec): 3 clusters
  Score: Raw -940311.750586 + Penalty 4326.238101 = -935985.512486
  nChanged 34
		SP:Iteration 20F (195204.640000 sec): 3 clusters
  Score: Raw -940325.642003 + Penalty 4326.238101 = -935999.403902
  nChanged 24
		SP:Iteration 21Q (195204.840000 sec): 3 clusters
  Score: Raw -940333.204477 + Penalty 4326.238101 = -936006.966376
  nChanged 15
		SP:Iteration 22Q (195205.030000 sec): 3 clusters
  Score: Raw -940338.338298 + Penalty 4326.238101 = -936012.100197
  nChanged 11
		SP:Iteration 23Q (195205.220000 sec): 3 clusters
  Score: Raw -940342.084303 + Penalty 4326.238101 = -936015.846202
  nChanged 13
		SP:Iteration 24Q (195205.410000 sec): 3 clusters
  Score: Raw -940346.787132 + Penalty 4326.238101 = -936020.549032
  nChanged 8
		SP:Iteration 25Q (195205.610000 sec): 3 clusters
  Score: Raw -940348.350483 + Penalty 4326.238101 = -936022.112382
  nChanged 9
		SP:Iteration 26Q (195205.800000 sec): 3 clusters
  Score: Raw -940350.759098 + Penalty 4326.238101 = -936024.520998
  nChanged 4
		SP:Iteration 27Q (195206.000000 sec): 3 clusters
  Score: Raw -940351.928880 + Penalty 4326.238101 = -936025.690780
  nChanged 8
		SP:Iteration 28Q (195206.190000 sec): 3 clusters
  Score: Raw -940353.902693 + Penalty 4326.238101 = -936027.664592
  nChanged 7
		SP:Iteration 29Q (195206.380000 sec): 3 clusters
  Score: Raw -940356.552924 + Penalty 4326.238101 = -936030.314823
  nChanged 6
		SP:Iteration 30Q (195206.580000 sec): 3 clusters
  Score: Raw -940359.175342 + Penalty 4326.238101 = -936032.937241
  nChanged 4
		SP:Iteration 31Q (195206.770000 sec): 3 clusters
  Score: Raw -940360.182805 + Penalty 4326.238101 = -936033.944704
  nChanged 5
		SP:Iteration 32Q (195206.960000 sec): 3 clusters
  Score: Raw -940361.758969 + Penalty 4326.238101 = -936035.520868
  nChanged 8
		SP:Iteration 33Q (195207.160000 sec): 3 clusters
  Score: Raw -940363.923740 + Penalty 4326.238101 = -936037.685640
  nChanged 7
		SP:Iteration 34Q (195207.350000 sec): 3 clusters
  Score: Raw -940365.292920 + Penalty 4326.238101 = -936039.054819
  nChanged 7
		SP:Iteration 35Q (195207.530000 sec): 3 clusters
  Score: Raw -940367.585059 + Penalty 4326.238101 = -936041.346958
  nChanged 5
		SP:Iteration 36Q (195207.730000 sec): 3 clusters
  Score: Raw -940368.716029 + Penalty 4326.238101 = -936042.477929
  nChanged 4
		SP:Iteration 37Q (195207.920000 sec): 3 clusters
  Score: Raw -940369.559860 + Penalty 4326.238101 = -936043.321759
  nChanged 2
		SP:Iteration 38Q (195208.110000 sec): 3 clusters
  Score: Raw -940369.846924 + Penalty 4326.238101 = -936043.608823
  nChanged 0
		SP:Iteration 39F (195208.310000 sec): 3 clusters
  Score: Raw -940369.846924 + Penalty 4326.238101 = -936043.608823
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 25 (33328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195208.650000 sec): 2 clusters
  Score: Raw -5272824.242611 + Penalty 2582.709985 = -5270241.532627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195209.130000 sec): 3 clusters
  Score: Raw -5252844.826479 + Penalty 5165.419969 = -5247679.406510
  nChanged 14994
		SP:Iteration 1F (195209.620000 sec): 3 clusters
  Score: Raw -5261032.262158 + Penalty 5165.419969 = -5255866.842189
  nChanged 1680
		SP:Iteration 2F (195210.070000 sec): 3 clusters
  Score: Raw -5261709.898046 + Penalty 5165.419969 = -5256544.478077
  nChanged 1760
		SP:Iteration 3F (195210.510000 sec): 3 clusters
  Score: Raw -5262509.971095 + Penalty 5165.419969 = -5257344.551126
  nChanged 1770
		SP:Iteration 4F (195210.960000 sec): 3 clusters
  Score: Raw -5263431.961006 + Penalty 5165.419969 = -5258266.541037
  nChanged 1811
		SP:Iteration 5F (195211.400000 sec): 3 clusters
  Score: Raw -5264429.714056 + Penalty 5165.419969 = -5259264.294086
  nChanged 1864
		SP:Iteration 6F (195211.850000 sec): 3 clusters
  Score: Raw -5265468.617713 + Penalty 5165.419969 = -5260303.197744
  nChanged 1838
		SP:Iteration 7F (195212.290000 sec): 3 clusters
  Score: Raw -5266436.610119 + Penalty 5165.419969 = -5261271.190150
  nChanged 1650
		SP:Iteration 8Q (195212.740000 sec): 3 clusters
  Score: Raw -5267263.604704 + Penalty 5165.419969 = -5262098.184735
  nChanged 1427
		SP:Iteration 9Q (195213.180000 sec): 3 clusters
  Score: Raw -5267921.259049 + Penalty 5165.419969 = -5262755.839080
  nChanged 1137
		SP:Iteration 10Q (195213.590000 sec): 3 clusters
  Score: Raw -5268483.273673 + Penalty 5165.419969 = -5263317.853704
  nChanged 964
		SP:Iteration 11Q (195214.000000 sec): 3 clusters
  Score: Raw -5269002.957903 + Penalty 5165.419969 = -5263837.537934
  nChanged 796
		SP:Iteration 12Q (195214.440000 sec): 3 clusters
  Score: Raw -5269376.123051 + Penalty 5165.419969 = -5264210.703082
  nChanged 623
		SP:Iteration 13Q (195214.870000 sec): 3 clusters
  Score: Raw -5269591.436268 + Penalty 5165.419969 = -5264426.016299
  nChanged 524
		SP:Iteration 14Q (195215.350000 sec): 3 clusters
  Score: Raw -5269729.942428 + Penalty 5165.419969 = -5264564.522459
  nChanged 409
		SP:Iteration 15Q (195215.830000 sec): 3 clusters
  Score: Raw -5269839.175511 + Penalty 5165.419969 = -5264673.755541
  nChanged 366
		SP:Iteration 16Q (195216.330000 sec): 3 clusters
  Score: Raw -5269935.640648 + Penalty 5165.419969 = -5264770.220679
  nChanged 347
		SP:Iteration 17Q (195216.730000 sec): 3 clusters
  Score: Raw -5270024.717046 + Penalty 5165.419969 = -5264859.297077
  nChanged 330
		SP:Iteration 18Q (195217.140000 sec): 3 clusters
  Score: Raw -5270107.708271 + Penalty 5165.419969 = -5264942.288302
  nChanged 329
		SP:Iteration 19Q (195217.650000 sec): 3 clusters
  Score: Raw -5270186.787941 + Penalty 5165.419969 = -5265021.367972
  nChanged 308
		SP:Iteration 20F (195218.170000 sec): 3 clusters
  Score: Raw -5270261.402814 + Penalty 5165.419969 = -5265095.982845
  nChanged 335
		SP:Iteration 21Q (195218.670000 sec): 3 clusters
  Score: Raw -5270358.520775 + Penalty 5165.419969 = -5265193.100806
  nChanged 375
		SP:Iteration 22Q (195219.170000 sec): 3 clusters
  Score: Raw -5270477.621480 + Penalty 5165.419969 = -5265312.201511
  nChanged 407
		SP:Iteration 23Q (195219.610000 sec): 3 clusters
  Score: Raw -5270649.724719 + Penalty 5165.419969 = -5265484.304750
  nChanged 442
		SP:Iteration 24Q (195220.100000 sec): 3 clusters
  Score: Raw -5270904.493360 + Penalty 5165.419969 = -5265739.073391
  nChanged 477
		SP:Iteration 25Q (195220.550000 sec): 3 clusters
  Score: Raw -5271284.692451 + Penalty 5165.419969 = -5266119.272482
  nChanged 509
		SP:Iteration 26Q (195220.970000 sec): 3 clusters
  Score: Raw -5271752.330969 + Penalty 5165.419969 = -5266586.911000
  nChanged 469
		SP:Iteration 27Q (195221.500000 sec): 3 clusters
  Score: Raw -5272150.427677 + Penalty 5165.419969 = -5266985.007708
  nChanged 428
		SP:Iteration 28Q (195221.950000 sec): 3 clusters
  Score: Raw -5272452.223845 + Penalty 5165.419969 = -5267286.803876
  nChanged 353
		SP:Iteration 29Q (195222.390000 sec): 3 clusters
  Score: Raw -5272670.214163 + Penalty 5165.419969 = -5267504.794193
  nChanged 320
		SP:Iteration 30Q (195222.800000 sec): 3 clusters
  Score: Raw -5272825.025423 + Penalty 5165.419969 = -5267659.605453
  nChanged 264
		SP:Iteration 31Q (195223.130000 sec): 3 clusters
  Score: Raw -5272939.073484 + Penalty 5165.419969 = -5267773.653514
  nChanged 229
		SP:Iteration 32Q (195223.480000 sec): 3 clusters
  Score: Raw -5273029.732746 + Penalty 5165.419969 = -5267864.312777
  nChanged 198
		SP:Iteration 33Q (195223.850000 sec): 3 clusters
  Score: Raw -5273098.937824 + Penalty 5165.419969 = -5267933.517855
  nChanged 168
		SP:Iteration 34Q (195224.230000 sec): 3 clusters
  Score: Raw -5273148.434481 + Penalty 5165.419969 = -5267983.014512
  nChanged 134
		SP:Iteration 35Q (195224.610000 sec): 3 clusters
  Score: Raw -5273188.232753 + Penalty 5165.419969 = -5268022.812784
  nChanged 133
		SP:Iteration 36Q (195225.040000 sec): 3 clusters
  Score: Raw -5273226.839124 + Penalty 5165.419969 = -5268061.419155
  nChanged 122
		SP:Iteration 37Q (195225.420000 sec): 3 clusters
  Score: Raw -5273256.692099 + Penalty 5165.419969 = -5268091.272130
  nChanged 93
		SP:Iteration 38Q (195225.840000 sec): 3 clusters
  Score: Raw -5273273.737054 + Penalty 5165.419969 = -5268108.317085
  nChanged 58
		SP:Iteration 39Q (195226.190000 sec): 3 clusters
  Score: Raw -5273284.189467 + Penalty 5165.419969 = -5268118.769498
  nChanged 50
		SP:Iteration 40F (195226.550000 sec): 3 clusters
  Score: Raw -5273294.687260 + Penalty 5165.419969 = -5268129.267290
  nChanged 48
		SP:Iteration 41Q (195226.930000 sec): 3 clusters
  Score: Raw -5273304.198675 + Penalty 5165.419969 = -5268138.778706
  nChanged 40
		SP:Iteration 42Q (195227.350000 sec): 3 clusters
  Score: Raw -5273310.818539 + Penalty 5165.419969 = -5268145.398569
  nChanged 43
		SP:Iteration 43Q (195227.730000 sec): 3 clusters
  Score: Raw -5273319.041620 + Penalty 5165.419969 = -5268153.621651
  nChanged 40
		SP:Iteration 44Q (195228.180000 sec): 3 clusters
  Score: Raw -5273325.435205 + Penalty 5165.419969 = -5268160.015236
  nChanged 31
		SP:Iteration 45Q (195228.550000 sec): 3 clusters
  Score: Raw -5273330.935616 + Penalty 5165.419969 = -5268165.515647
  nChanged 28
		SP:Iteration 46Q (195228.940000 sec): 3 clusters
  Score: Raw -5273336.150580 + Penalty 5165.419969 = -5268170.730611
  nChanged 30
		SP:Iteration 47Q (195229.370000 sec): 3 clusters
  Score: Raw -5273341.630160 + Penalty 5165.419969 = -5268176.210191
  nChanged 28
		SP:Iteration 48Q (195229.760000 sec): 3 clusters
  Score: Raw -5273346.610671 + Penalty 5165.419969 = -5268181.190702
  nChanged 31
		SP:Iteration 49Q (195230.130000 sec): 3 clusters
  Score: Raw -5273351.728970 + Penalty 5165.419969 = -5268186.309000
  nChanged 30
		SP:Iteration 50Q (195230.460000 sec): 3 clusters
  Score: Raw -5273356.999624 + Penalty 5165.419969 = -5268191.579655
  nChanged 34
		SP:Iteration 51Q (195230.860000 sec): 3 clusters
  Score: Raw -5273363.785512 + Penalty 5165.419969 = -5268198.365543
  nChanged 36
		SP:Iteration 52Q (195231.220000 sec): 3 clusters
  Score: Raw -5273370.306300 + Penalty 5165.419969 = -5268204.886331
  nChanged 30
		SP:Iteration 53Q (195231.630000 sec): 3 clusters
  Score: Raw -5273376.489744 + Penalty 5165.419969 = -5268211.069774
  nChanged 29
		SP:Iteration 54Q (195231.960000 sec): 3 clusters
  Score: Raw -5273383.250264 + Penalty 5165.419969 = -5268217.830294
  nChanged 30
		SP:Iteration 55Q (195232.360000 sec): 3 clusters
  Score: Raw -5273389.532891 + Penalty 5165.419969 = -5268224.112922
  nChanged 30
		SP:Iteration 56Q (195232.820000 sec): 3 clusters
  Score: Raw -5273394.954465 + Penalty 5165.419969 = -5268229.534496
  nChanged 23
		SP:Iteration 57Q (195233.190000 sec): 3 clusters
  Score: Raw -5273398.567320 + Penalty 5165.419969 = -5268233.147351
  nChanged 16
		SP:Iteration 58Q (195233.550000 sec): 3 clusters
  Score: Raw -5273401.120851 + Penalty 5165.419969 = -5268235.700882
  nChanged 17
		SP:Iteration 59Q (195233.970000 sec): 3 clusters
  Score: Raw -5273403.746188 + Penalty 5165.419969 = -5268238.326219
  nChanged 14
		SP:Iteration 60F (195234.350000 sec): 3 clusters
  Score: Raw -5273405.620252 + Penalty 5165.419969 = -5268240.200283
  nChanged 15
		SP:Iteration 61Q (195234.870000 sec): 3 clusters
  Score: Raw -5273408.272843 + Penalty 5165.419969 = -5268242.852874
  nChanged 15
		SP:Iteration 62Q (195235.330000 sec): 3 clusters
  Score: Raw -5273411.359426 + Penalty 5165.419969 = -5268245.939457
  nChanged 12
		SP:Iteration 63Q (195235.740000 sec): 3 clusters
  Score: Raw -5273413.483129 + Penalty 5165.419969 = -5268248.063160
  nChanged 15
		SP:Iteration 64Q (195236.150000 sec): 3 clusters
  Score: Raw -5273416.338790 + Penalty 5165.419969 = -5268250.918821
  nChanged 20
		SP:Iteration 65Q (195236.550000 sec): 3 clusters
  Score: Raw -5273420.225857 + Penalty 5165.419969 = -5268254.805888
  nChanged 20
		SP:Iteration 66Q (195236.900000 sec): 3 clusters
  Score: Raw -5273422.895303 + Penalty 5165.419969 = -5268257.475334
  nChanged 10
		SP:Iteration 67Q (195237.270000 sec): 3 clusters
  Score: Raw -5273424.332645 + Penalty 5165.419969 = -5268258.912675
  nChanged 5
		SP:Iteration 68Q (195237.650000 sec): 3 clusters
  Score: Raw -5273425.190524 + Penalty 5165.419969 = -5268259.770555
  nChanged 9
		SP:Iteration 69Q (195238.030000 sec): 3 clusters
  Score: Raw -5273426.174325 + Penalty 5165.419969 = -5268260.754356
  nChanged 4
		SP:Iteration 70Q (195238.500000 sec): 3 clusters
  Score: Raw -5273426.846787 + Penalty 5165.419969 = -5268261.426817
  nChanged 6
		SP:Iteration 71Q (195238.930000 sec): 3 clusters
  Score: Raw -5273428.028486 + Penalty 5165.419969 = -5268262.608517
  nChanged 7
		SP:Iteration 72Q (195239.280000 sec): 3 clusters
  Score: Raw -5273429.363874 + Penalty 5165.419969 = -5268263.943905
  nChanged 15
		SP:Iteration 73Q (195239.690000 sec): 3 clusters
  Score: Raw -5273431.858668 + Penalty 5165.419969 = -5268266.438698
  nChanged 13
		SP:Iteration 74Q (195240.120000 sec): 3 clusters
  Score: Raw -5273434.096028 + Penalty 5165.419969 = -5268268.676059
  nChanged 14
		SP:Iteration 75Q (195240.590000 sec): 3 clusters
  Score: Raw -5273437.313322 + Penalty 5165.419969 = -5268271.893353
  nChanged 17
		SP:Iteration 76Q (195240.990000 sec): 3 clusters
  Score: Raw -5273440.466024 + Penalty 5165.419969 = -5268275.046055
  nChanged 10
		SP:Iteration 77Q (195241.330000 sec): 3 clusters
  Score: Raw -5273441.771734 + Penalty 5165.419969 = -5268276.351765
  nChanged 7
		SP:Iteration 78Q (195241.660000 sec): 3 clusters
  Score: Raw -5273443.034287 + Penalty 5165.419969 = -5268277.614318
  nChanged 6
		SP:Iteration 79Q (195242.010000 sec): 3 clusters
  Score: Raw -5273444.250911 + Penalty 5165.419969 = -5268278.830942
  nChanged 9
		SP:Iteration 80F (195242.420000 sec): 3 clusters
  Score: Raw -5273445.510255 + Penalty 5165.419969 = -5268280.090286
  nChanged 5
		SP:Iteration 81Q (195242.830000 sec): 3 clusters
  Score: Raw -5273446.263324 + Penalty 5165.419969 = -5268280.843355
  nChanged 11
		SP:Iteration 82Q (195243.250000 sec): 3 clusters
  Score: Raw -5273448.053016 + Penalty 5165.419969 = -5268282.633046
  nChanged 10
		SP:Iteration 83Q (195243.690000 sec): 3 clusters
  Score: Raw -5273449.875993 + Penalty 5165.419969 = -5268284.456024
  nChanged 8
		SP:Iteration 84Q (195244.090000 sec): 3 clusters
  Score: Raw -5273451.294152 + Penalty 5165.419969 = -5268285.874183
  nChanged 6
		SP:Iteration 85Q (195244.440000 sec): 3 clusters
  Score: Raw -5273451.823094 + Penalty 5165.419969 = -5268286.403125
  nChanged 4
		SP:Iteration 86Q (195244.830000 sec): 3 clusters
  Score: Raw -5273452.429922 + Penalty 5165.419969 = -5268287.009953
  nChanged 2
		SP:Iteration 87Q (195245.160000 sec): 3 clusters
  Score: Raw -5273452.646998 + Penalty 5165.419969 = -5268287.227028
  nChanged 1
		SP:Iteration 88Q (195245.560000 sec): 3 clusters
  Score: Raw -5273452.764438 + Penalty 5165.419969 = -5268287.344469
  nChanged 1
		SP:Iteration 89Q (195245.950000 sec): 3 clusters
  Score: Raw -5273452.914294 + Penalty 5165.419969 = -5268287.494325
  nChanged 2
		SP:Iteration 90Q (195246.330000 sec): 3 clusters
  Score: Raw -5273453.103213 + Penalty 5165.419969 = -5268287.683244
  nChanged 1
		SP:Iteration 91Q (195246.780000 sec): 3 clusters
  Score: Raw -5273453.261215 + Penalty 5165.419969 = -5268287.841246
  nChanged 0
		SP:Iteration 92F (195247.320000 sec): 3 clusters
  Score: Raw -5273453.261215 + Penalty 5165.419969 = -5268287.841246
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 26 (31100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195247.610000 sec): 2 clusters
  Score: Raw -5069065.732185 + Penalty 2565.550848 = -5066500.181336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195248.010000 sec): 3 clusters
  Score: Raw -5050381.119986 + Penalty 5131.101697 = -5045250.018290
  nChanged 13945
		SP:Iteration 1F (195248.480000 sec): 3 clusters
  Score: Raw -5058068.104634 + Penalty 5131.101697 = -5052937.002937
  nChanged 1617
		SP:Iteration 2F (195248.890000 sec): 3 clusters
  Score: Raw -5058669.712124 + Penalty 5131.101697 = -5053538.610427
  nChanged 1463
		SP:Iteration 3Q (195249.360000 sec): 3 clusters
  Score: Raw -5059265.693648 + Penalty 5131.101697 = -5054134.591951
  nChanged 1518
		SP:Iteration 4Q (195249.880000 sec): 3 clusters
  Score: Raw -5059856.705427 + Penalty 5131.101697 = -5054725.603730
  nChanged 1414
		SP:Iteration 5Q (195250.340000 sec): 3 clusters
  Score: Raw -5060445.446965 + Penalty 5131.101697 = -5055314.345268
  nChanged 1398
		SP:Iteration 6Q (195250.800000 sec): 3 clusters
  Score: Raw -5061044.774890 + Penalty 5131.101697 = -5055913.673193
  nChanged 1399
		SP:Iteration 7Q (195251.140000 sec): 3 clusters
  Score: Raw -5061657.146723 + Penalty 5131.101697 = -5056526.045026
  nChanged 1390
		SP:Iteration 8Q (195251.510000 sec): 3 clusters
  Score: Raw -5062325.431477 + Penalty 5131.101697 = -5057194.329780
  nChanged 1476
		SP:Iteration 9Q (195251.830000 sec): 3 clusters
  Score: Raw -5063111.826827 + Penalty 5131.101697 = -5057980.725130
  nChanged 1548
		SP:Iteration 10Q (195252.220000 sec): 3 clusters
  Score: Raw -5064038.544283 + Penalty 5131.101697 = -5058907.442586
  nChanged 1543
		SP:Iteration 11Q (195252.550000 sec): 3 clusters
  Score: Raw -5065090.914456 + Penalty 5131.101697 = -5059959.812760
  nChanged 1543
		SP:Iteration 12Q (195252.990000 sec): 3 clusters
  Score: Raw -5066244.995942 + Penalty 5131.101697 = -5061113.894245
  nChanged 1333
		SP:Iteration 13Q (195253.380000 sec): 3 clusters
  Score: Raw -5067314.020501 + Penalty 5131.101697 = -5062182.918805
  nChanged 1010
		SP:Iteration 14Q (195253.840000 sec): 3 clusters
  Score: Raw -5068126.066248 + Penalty 5131.101697 = -5062994.964551
  nChanged 633
		SP:Iteration 15Q (195254.240000 sec): 3 clusters
  Score: Raw -5068629.011475 + Penalty 5131.101697 = -5063497.909778
  nChanged 374
		SP:Iteration 16Q (195254.650000 sec): 3 clusters
  Score: Raw -5068914.425189 + Penalty 5131.101697 = -5063783.323492
  nChanged 232
		SP:Iteration 17Q (195255.060000 sec): 3 clusters
  Score: Raw -5069101.083945 + Penalty 5131.101697 = -5063969.982248
  nChanged 128
		SP:Iteration 18Q (195255.450000 sec): 3 clusters
  Score: Raw -5069205.342496 + Penalty 5131.101697 = -5064074.240799
  nChanged 74
		SP:Iteration 19Q (195255.860000 sec): 3 clusters
  Score: Raw -5069267.908904 + Penalty 5131.101697 = -5064136.807207
  nChanged 48
		SP:Iteration 20F (195256.230000 sec): 3 clusters
  Score: Raw -5069305.351565 + Penalty 5131.101697 = -5064174.249868
  nChanged 35
		SP:Iteration 21Q (195256.660000 sec): 3 clusters
  Score: Raw -5069328.272771 + Penalty 5131.101697 = -5064197.171075
  nChanged 19
		SP:Iteration 22Q (195257.080000 sec): 3 clusters
  Score: Raw -5069341.310640 + Penalty 5131.101697 = -5064210.208943
  nChanged 13
		SP:Iteration 23Q (195257.550000 sec): 3 clusters
  Score: Raw -5069352.085906 + Penalty 5131.101697 = -5064220.984209
  nChanged 17
		SP:Iteration 24Q (195257.920000 sec): 3 clusters
  Score: Raw -5069364.140732 + Penalty 5131.101697 = -5064233.039036
  nChanged 10
		SP:Iteration 25Q (195258.270000 sec): 3 clusters
  Score: Raw -5069372.254086 + Penalty 5131.101697 = -5064241.152389
  nChanged 11
		SP:Iteration 26Q (195258.700000 sec): 3 clusters
  Score: Raw -5069382.527064 + Penalty 5131.101697 = -5064251.425367
  nChanged 11
		SP:Iteration 27Q (195259.100000 sec): 3 clusters
  Score: Raw -5069395.083571 + Penalty 5131.101697 = -5064263.981874
  nChanged 12
		SP:Iteration 28Q (195259.540000 sec): 3 clusters
  Score: Raw -5069406.515056 + Penalty 5131.101697 = -5064275.413359
  nChanged 14
		SP:Iteration 29Q (195259.950000 sec): 3 clusters
  Score: Raw -5069418.118792 + Penalty 5131.101697 = -5064287.017095
  nChanged 12
		SP:Iteration 30Q (195260.360000 sec): 3 clusters
  Score: Raw -5069427.668947 + Penalty 5131.101697 = -5064296.567251
  nChanged 11
		SP:Iteration 31Q (195260.820000 sec): 3 clusters
  Score: Raw -5069439.949572 + Penalty 5131.101697 = -5064308.847876
  nChanged 11
		SP:Iteration 32Q (195261.250000 sec): 3 clusters
  Score: Raw -5069449.863249 + Penalty 5131.101697 = -5064318.761552
  nChanged 8
		SP:Iteration 33Q (195261.650000 sec): 3 clusters
  Score: Raw -5069455.643986 + Penalty 5131.101697 = -5064324.542290
  nChanged 2
		SP:Iteration 34Q (195261.980000 sec): 3 clusters
  Score: Raw -5069456.474000 + Penalty 5131.101697 = -5064325.372303
  nChanged 1
		SP:Iteration 35Q (195262.330000 sec): 3 clusters
  Score: Raw -5069457.051747 + Penalty 5131.101697 = -5064325.950050
  nChanged 1
		SP:Iteration 36Q (195262.660000 sec): 3 clusters
  Score: Raw -5069457.402673 + Penalty 5131.101697 = -5064326.300977
  nChanged 1
		SP:Iteration 37Q (195263.010000 sec): 3 clusters
  Score: Raw -5069459.357620 + Penalty 5131.101697 = -5064328.255923
  nChanged 2
		SP:Iteration 38Q (195263.450000 sec): 3 clusters
  Score: Raw -5069462.166859 + Penalty 5131.101697 = -5064331.065162
  nChanged 2
		SP:Iteration 39Q (195263.810000 sec): 3 clusters
  Score: Raw -5069463.673582 + Penalty 5131.101697 = -5064332.571885
  nChanged 1
		SP:Iteration 40F (195264.210000 sec): 3 clusters
  Score: Raw -5069464.080332 + Penalty 5131.101697 = -5064332.978635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 27 (5802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195264.370000 sec): 2 clusters
  Score: Raw -925864.236525 + Penalty 2149.157575 = -923715.078950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195264.620000 sec): 3 clusters
  Score: Raw -922982.984503 + Penalty 4298.315150 = -918684.669353
  nChanged 2234
		SP:Iteration 1F (195264.800000 sec): 3 clusters
  Score: Raw -924261.887081 + Penalty 4298.315150 = -919963.571931
  nChanged 430
		SP:Iteration 2F (195265.040000 sec): 3 clusters
  Score: Raw -924490.375807 + Penalty 4298.315150 = -920192.060656
  nChanged 285
		SP:Iteration 3Q (195265.310000 sec): 3 clusters
  Score: Raw -924649.985742 + Penalty 4298.315150 = -920351.670592
  nChanged 226
		SP:Iteration 4Q (195265.530000 sec): 3 clusters
  Score: Raw -924759.131318 + Penalty 4298.315150 = -920460.816167
  nChanged 181
		SP:Iteration 5Q (195265.790000 sec): 3 clusters
  Score: Raw -924840.371725 + Penalty 4298.315150 = -920542.056574
  nChanged 162
		SP:Iteration 6Q (195266.100000 sec): 3 clusters
  Score: Raw -924915.426098 + Penalty 4298.315150 = -920617.110947
  nChanged 182
		SP:Iteration 7Q (195266.290000 sec): 3 clusters
  Score: Raw -925008.500351 + Penalty 4298.315150 = -920710.185201
  nChanged 188
		SP:Iteration 8Q (195266.510000 sec): 3 clusters
  Score: Raw -925111.169756 + Penalty 4298.315150 = -920812.854605
  nChanged 173
		SP:Iteration 9Q (195266.710000 sec): 3 clusters
  Score: Raw -925201.249167 + Penalty 4298.315150 = -920902.934017
  nChanged 169
		SP:Iteration 10Q (195266.930000 sec): 3 clusters
  Score: Raw -925288.286955 + Penalty 4298.315150 = -920989.971805
  nChanged 146
		SP:Iteration 11Q (195267.110000 sec): 3 clusters
  Score: Raw -925369.964410 + Penalty 4298.315150 = -921071.649260
  nChanged 163
		SP:Iteration 12Q (195267.330000 sec): 3 clusters
  Score: Raw -925469.450625 + Penalty 4298.315150 = -921171.135474
  nChanged 160
		SP:Iteration 13Q (195267.580000 sec): 3 clusters
  Score: Raw -925561.363112 + Penalty 4298.315150 = -921263.047962
  nChanged 140
		SP:Iteration 14Q (195267.800000 sec): 3 clusters
  Score: Raw -925648.604095 + Penalty 4298.315150 = -921350.288944
  nChanged 114
		SP:Iteration 15Q (195268.020000 sec): 3 clusters
  Score: Raw -925721.824191 + Penalty 4298.315150 = -921423.509040
  nChanged 97
		SP:Iteration 16Q (195268.260000 sec): 3 clusters
  Score: Raw -925781.388223 + Penalty 4298.315150 = -921483.073073
  nChanged 82
		SP:Iteration 17Q (195268.450000 sec): 3 clusters
  Score: Raw -925836.481964 + Penalty 4298.315150 = -921538.166814
  nChanged 76
		SP:Iteration 18Q (195268.700000 sec): 3 clusters
  Score: Raw -925888.909404 + Penalty 4298.315150 = -921590.594253
  nChanged 60
		SP:Iteration 19Q (195268.910000 sec): 3 clusters
  Score: Raw -925924.185317 + Penalty 4298.315150 = -921625.870166
  nChanged 45
		SP:Iteration 20F (195269.150000 sec): 3 clusters
  Score: Raw -925951.016621 + Penalty 4298.315150 = -921652.701470
  nChanged 32
		SP:Iteration 21Q (195269.300000 sec): 3 clusters
  Score: Raw -925971.824541 + Penalty 4298.315150 = -921673.509391
  nChanged 26
		SP:Iteration 22Q (195269.510000 sec): 3 clusters
  Score: Raw -925989.647541 + Penalty 4298.315150 = -921691.332390
  nChanged 14
		SP:Iteration 23Q (195269.770000 sec): 3 clusters
  Score: Raw -926002.351260 + Penalty 4298.315150 = -921704.036110
  nChanged 18
		SP:Iteration 24Q (195269.930000 sec): 3 clusters
  Score: Raw -926013.232766 + Penalty 4298.315150 = -921714.917616
  nChanged 17
		SP:Iteration 25Q (195270.170000 sec): 3 clusters
  Score: Raw -926022.988652 + Penalty 4298.315150 = -921724.673501
  nChanged 15
		SP:Iteration 26Q (195270.440000 sec): 3 clusters
  Score: Raw -926032.335755 + Penalty 4298.315150 = -921734.020604
  nChanged 14
		SP:Iteration 27Q (195270.670000 sec): 3 clusters
  Score: Raw -926040.711307 + Penalty 4298.315150 = -921742.396157
  nChanged 11
		SP:Iteration 28Q (195270.850000 sec): 3 clusters
  Score: Raw -926049.981012 + Penalty 4298.315150 = -921751.665862
  nChanged 10
		SP:Iteration 29Q (195271.080000 sec): 3 clusters
  Score: Raw -926058.015484 + Penalty 4298.315150 = -921759.700334
  nChanged 8
		SP:Iteration 30Q (195271.300000 sec): 3 clusters
  Score: Raw -926063.169122 + Penalty 4298.315150 = -921764.853972
  nChanged 6
		SP:Iteration 31Q (195271.520000 sec): 3 clusters
  Score: Raw -926067.631810 + Penalty 4298.315150 = -921769.316660
  nChanged 4
		SP:Iteration 32Q (195271.770000 sec): 3 clusters
  Score: Raw -926070.470389 + Penalty 4298.315150 = -921772.155238
  nChanged 1
		SP:Iteration 33Q (195271.990000 sec): 3 clusters
  Score: Raw -926071.114117 + Penalty 4298.315150 = -921772.798966
  nChanged 1
		SP:Iteration 34Q (195272.220000 sec): 3 clusters
  Score: Raw -926072.241028 + Penalty 4298.315150 = -921773.925877
  nChanged 1
		SP:Iteration 35Q (195272.450000 sec): 3 clusters
  Score: Raw -926072.689500 + Penalty 4298.315150 = -921774.374349
  nChanged 1
		SP:Iteration 36Q (195272.700000 sec): 3 clusters
  Score: Raw -926073.045009 + Penalty 4298.315150 = -921774.729859
  nChanged 0
		SP:Iteration 37F (195272.930000 sec): 3 clusters
  Score: Raw -926073.045009 + Penalty 4298.315150 = -921774.729859
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 28 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195273.070000 sec): 2 clusters
  Score: Raw -384993.013106 + Penalty 1948.078937 = -383044.934168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195273.270000 sec): 3 clusters
  Score: Raw -383969.615230 + Penalty 3896.157875 = -380073.457355
  nChanged 902
		SP:Iteration 1F (195273.470000 sec): 3 clusters
  Score: Raw -384609.734722 + Penalty 3896.157875 = -380713.576847
  nChanged 172
		SP:Iteration 2F (195273.680000 sec): 3 clusters
  Score: Raw -384734.270691 + Penalty 3896.157875 = -380838.112816
  nChanged 92
		SP:Iteration 3Q (195273.840000 sec): 3 clusters
  Score: Raw -384803.056436 + Penalty 3896.157875 = -380906.898561
  nChanged 74
		SP:Iteration 4Q (195273.970000 sec): 3 clusters
  Score: Raw -384858.769864 + Penalty 3896.157875 = -380962.611989
  nChanged 59
		SP:Iteration 5Q (195274.190000 sec): 3 clusters
  Score: Raw -384903.081345 + Penalty 3896.157875 = -381006.923470
  nChanged 44
		SP:Iteration 6Q (195274.350000 sec): 3 clusters
  Score: Raw -384931.439430 + Penalty 3896.157875 = -381035.281555
  nChanged 45
		SP:Iteration 7Q (195274.560000 sec): 3 clusters
  Score: Raw -384960.284297 + Penalty 3896.157875 = -381064.126422
  nChanged 36
		SP:Iteration 8Q (195274.750000 sec): 3 clusters
  Score: Raw -384986.262494 + Penalty 3896.157875 = -381090.104619
  nChanged 30
		SP:Iteration 9Q (195274.950000 sec): 3 clusters
  Score: Raw -385004.782331 + Penalty 3896.157875 = -381108.624456
  nChanged 30
		SP:Iteration 10Q (195275.210000 sec): 3 clusters
  Score: Raw -385026.840854 + Penalty 3896.157875 = -381130.682979
  nChanged 37
		SP:Iteration 11Q (195275.320000 sec): 3 clusters
  Score: Raw -385050.069565 + Penalty 3896.157875 = -381153.911691
  nChanged 23
		SP:Iteration 12Q (195275.500000 sec): 3 clusters
  Score: Raw -385066.741183 + Penalty 3896.157875 = -381170.583308
  nChanged 20
		SP:Iteration 13Q (195275.620000 sec): 3 clusters
  Score: Raw -385082.205344 + Penalty 3896.157875 = -381186.047469
  nChanged 13
		SP:Iteration 14Q (195275.760000 sec): 3 clusters
  Score: Raw -385089.229419 + Penalty 3896.157875 = -381193.071544
  nChanged 8
		SP:Iteration 15Q (195275.910000 sec): 3 clusters
  Score: Raw -385093.334693 + Penalty 3896.157875 = -381197.176818
  nChanged 3
		SP:Iteration 16Q (195276.090000 sec): 3 clusters
  Score: Raw -385095.271456 + Penalty 3896.157875 = -381199.113581
  nChanged 5
		SP:Iteration 17Q (195276.230000 sec): 3 clusters
  Score: Raw -385097.253336 + Penalty 3896.157875 = -381201.095461
  nChanged 3
		SP:Iteration 18Q (195276.370000 sec): 3 clusters
  Score: Raw -385098.727650 + Penalty 3896.157875 = -381202.569775
  nChanged 5
		SP:Iteration 19Q (195276.550000 sec): 3 clusters
  Score: Raw -385101.043862 + Penalty 3896.157875 = -381204.885987
  nChanged 3
		SP:Iteration 20F (195276.690000 sec): 3 clusters
  Score: Raw -385103.562824 + Penalty 3896.157875 = -381207.404950
  nChanged 5
		SP:Iteration 21Q (195276.890000 sec): 3 clusters
  Score: Raw -385108.896828 + Penalty 3896.157875 = -381212.738953
  nChanged 10
		SP:Iteration 22Q (195277.010000 sec): 3 clusters
  Score: Raw -385114.901944 + Penalty 3896.157875 = -381218.744069
  nChanged 7
		SP:Iteration 23Q (195277.190000 sec): 3 clusters
  Score: Raw -385118.893827 + Penalty 3896.157875 = -381222.735952
  nChanged 8
		SP:Iteration 24Q (195277.350000 sec): 3 clusters
  Score: Raw -385124.290997 + Penalty 3896.157875 = -381228.133123
  nChanged 14
		SP:Iteration 25Q (195277.540000 sec): 3 clusters
  Score: Raw -385131.749424 + Penalty 3896.157875 = -381235.591549
  nChanged 12
		SP:Iteration 26Q (195277.700000 sec): 3 clusters
  Score: Raw -385138.508581 + Penalty 3896.157875 = -381242.350706
  nChanged 10
		SP:Iteration 27Q (195277.860000 sec): 3 clusters
  Score: Raw -385145.305513 + Penalty 3896.157875 = -381249.147638
  nChanged 15
		SP:Iteration 28Q (195277.980000 sec): 3 clusters
  Score: Raw -385156.684752 + Penalty 3896.157875 = -381260.526877
  nChanged 15
		SP:Iteration 29Q (195278.190000 sec): 3 clusters
  Score: Raw -385166.323712 + Penalty 3896.157875 = -381270.165837
  nChanged 13
		SP:Iteration 30Q (195278.330000 sec): 3 clusters
  Score: Raw -385174.590147 + Penalty 3896.157875 = -381278.432272
  nChanged 15
		SP:Iteration 31Q (195278.510000 sec): 3 clusters
  Score: Raw -385188.918207 + Penalty 3896.157875 = -381292.760332
  nChanged 23
		SP:Iteration 32Q (195278.720000 sec): 3 clusters
  Score: Raw -385202.748095 + Penalty 3896.157875 = -381306.590220
  nChanged 19
		SP:Iteration 33Q (195278.900000 sec): 3 clusters
  Score: Raw -385212.948843 + Penalty 3896.157875 = -381316.790968
  nChanged 10
		SP:Iteration 34Q (195279.090000 sec): 3 clusters
  Score: Raw -385219.825301 + Penalty 3896.157875 = -381323.667426
  nChanged 14
		SP:Iteration 35Q (195279.290000 sec): 3 clusters
  Score: Raw -385228.533841 + Penalty 3896.157875 = -381332.375966
  nChanged 12
		SP:Iteration 36Q (195279.460000 sec): 3 clusters
  Score: Raw -385239.292167 + Penalty 3896.157875 = -381343.134292
  nChanged 12
		SP:Iteration 37Q (195279.640000 sec): 3 clusters
  Score: Raw -385245.355370 + Penalty 3896.157875 = -381349.197495
  nChanged 4
		SP:Iteration 38Q (195279.810000 sec): 3 clusters
  Score: Raw -385248.872457 + Penalty 3896.157875 = -381352.714583
  nChanged 6
		SP:Iteration 39Q (195280.040000 sec): 3 clusters
  Score: Raw -385252.576676 + Penalty 3896.157875 = -381356.418801
  nChanged 9
		SP:Iteration 40F (195280.200000 sec): 3 clusters
  Score: Raw -385258.392221 + Penalty 3896.157875 = -381362.234346
  nChanged 8
		SP:Iteration 41Q (195280.380000 sec): 3 clusters
  Score: Raw -385263.294477 + Penalty 3896.157875 = -381367.136602
  nChanged 9
		SP:Iteration 42Q (195280.550000 sec): 3 clusters
  Score: Raw -385268.122842 + Penalty 3896.157875 = -381371.964967
  nChanged 3
		SP:Iteration 43Q (195280.730000 sec): 3 clusters
  Score: Raw -385270.333955 + Penalty 3896.157875 = -381374.176081
  nChanged 0
		SP:Iteration 44F (195280.900000 sec): 3 clusters
  Score: Raw -385270.333955 + Penalty 3896.157875 = -381374.176081
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 29 (12872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195281.180000 sec): 2 clusters
  Score: Raw -1899710.367026 + Penalty 2346.776803 = -1897363.590223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195281.540000 sec): 3 clusters
  Score: Raw -1892590.912187 + Penalty 4693.553606 = -1887897.358581
  nChanged 5447
		SP:Iteration 1F (195281.840000 sec): 3 clusters
  Score: Raw -1895590.533205 + Penalty 4693.553606 = -1890896.979599
  nChanged 901
		SP:Iteration 2F (195282.140000 sec): 3 clusters
  Score: Raw -1896100.477910 + Penalty 4693.553606 = -1891406.924305
  nChanged 797
		SP:Iteration 3F (195282.420000 sec): 3 clusters
  Score: Raw -1896550.382289 + Penalty 4693.553606 = -1891856.828684
  nChanged 715
		SP:Iteration 4F (195282.720000 sec): 3 clusters
  Score: Raw -1896940.519011 + Penalty 4693.553606 = -1892246.965405
  nChanged 619
		SP:Iteration 5Q (195282.980000 sec): 3 clusters
  Score: Raw -1897275.117792 + Penalty 4693.553606 = -1892581.564186
  nChanged 584
		SP:Iteration 6Q (195283.340000 sec): 3 clusters
  Score: Raw -1897612.367097 + Penalty 4693.553606 = -1892918.813492
  nChanged 556
		SP:Iteration 7Q (195283.630000 sec): 3 clusters
  Score: Raw -1897955.102504 + Penalty 4693.553606 = -1893261.548899
  nChanged 520
		SP:Iteration 8Q (195283.900000 sec): 3 clusters
  Score: Raw -1898272.736030 + Penalty 4693.553606 = -1893579.182424
  nChanged 447
		SP:Iteration 9Q (195284.170000 sec): 3 clusters
  Score: Raw -1898543.420961 + Penalty 4693.553606 = -1893849.867356
  nChanged 398
		SP:Iteration 10Q (195284.410000 sec): 3 clusters
  Score: Raw -1898787.460230 + Penalty 4693.553606 = -1894093.906625
  nChanged 367
		SP:Iteration 11Q (195284.690000 sec): 3 clusters
  Score: Raw -1899005.726323 + Penalty 4693.553606 = -1894312.172717
  nChanged 325
		SP:Iteration 12Q (195284.960000 sec): 3 clusters
  Score: Raw -1899208.897615 + Penalty 4693.553606 = -1894515.344010
  nChanged 325
		SP:Iteration 13Q (195285.200000 sec): 3 clusters
  Score: Raw -1899407.285505 + Penalty 4693.553606 = -1894713.731899
  nChanged 258
		SP:Iteration 14Q (195285.480000 sec): 3 clusters
  Score: Raw -1899569.850632 + Penalty 4693.553606 = -1894876.297027
  nChanged 234
		SP:Iteration 15Q (195285.680000 sec): 3 clusters
  Score: Raw -1899714.736369 + Penalty 4693.553606 = -1895021.182763
  nChanged 194
		SP:Iteration 16Q (195285.950000 sec): 3 clusters
  Score: Raw -1899832.999330 + Penalty 4693.553606 = -1895139.445725
  nChanged 169
		SP:Iteration 17Q (195286.210000 sec): 3 clusters
  Score: Raw -1899929.044948 + Penalty 4693.553606 = -1895235.491342
  nChanged 138
		SP:Iteration 18Q (195286.530000 sec): 3 clusters
  Score: Raw -1900004.901559 + Penalty 4693.553606 = -1895311.347953
  nChanged 112
		SP:Iteration 19Q (195286.760000 sec): 3 clusters
  Score: Raw -1900062.354261 + Penalty 4693.553606 = -1895368.800655
  nChanged 93
		SP:Iteration 20F (195287.020000 sec): 3 clusters
  Score: Raw -1900101.273051 + Penalty 4693.553606 = -1895407.719445
  nChanged 65
		SP:Iteration 21Q (195287.300000 sec): 3 clusters
  Score: Raw -1900124.949809 + Penalty 4693.553606 = -1895431.396204
  nChanged 49
		SP:Iteration 22Q (195287.580000 sec): 3 clusters
  Score: Raw -1900141.167787 + Penalty 4693.553606 = -1895447.614182
  nChanged 45
		SP:Iteration 23Q (195287.850000 sec): 3 clusters
  Score: Raw -1900156.678629 + Penalty 4693.553606 = -1895463.125023
  nChanged 31
		SP:Iteration 24Q (195288.090000 sec): 3 clusters
  Score: Raw -1900171.091294 + Penalty 4693.553606 = -1895477.537688
  nChanged 47
		SP:Iteration 25Q (195288.260000 sec): 3 clusters
  Score: Raw -1900191.431844 + Penalty 4693.553606 = -1895497.878238
  nChanged 43
		SP:Iteration 26Q (195288.520000 sec): 3 clusters
  Score: Raw -1900212.719955 + Penalty 4693.553606 = -1895519.166350
  nChanged 38
		SP:Iteration 27Q (195288.770000 sec): 3 clusters
  Score: Raw -1900232.545690 + Penalty 4693.553606 = -1895538.992085
  nChanged 46
		SP:Iteration 28Q (195289.040000 sec): 3 clusters
  Score: Raw -1900257.991472 + Penalty 4693.553606 = -1895564.437866
  nChanged 44
		SP:Iteration 29Q (195289.360000 sec): 3 clusters
  Score: Raw -1900277.918774 + Penalty 4693.553606 = -1895584.365168
  nChanged 43
		SP:Iteration 30Q (195289.630000 sec): 3 clusters
  Score: Raw -1900299.176219 + Penalty 4693.553606 = -1895605.622613
  nChanged 46
		SP:Iteration 31Q (195289.920000 sec): 3 clusters
  Score: Raw -1900330.209926 + Penalty 4693.553606 = -1895636.656320
  nChanged 53
		SP:Iteration 32Q (195290.210000 sec): 3 clusters
  Score: Raw -1900358.901315 + Penalty 4693.553606 = -1895665.347709
  nChanged 46
		SP:Iteration 33Q (195290.440000 sec): 3 clusters
  Score: Raw -1900381.466268 + Penalty 4693.553606 = -1895687.912663
  nChanged 41
		SP:Iteration 34Q (195290.690000 sec): 3 clusters
  Score: Raw -1900402.286187 + Penalty 4693.553606 = -1895708.732581
  nChanged 28
		SP:Iteration 35Q (195291.010000 sec): 3 clusters
  Score: Raw -1900416.582969 + Penalty 4693.553606 = -1895723.029364
  nChanged 25
		SP:Iteration 36Q (195291.280000 sec): 3 clusters
  Score: Raw -1900432.399649 + Penalty 4693.553606 = -1895738.846043
  nChanged 27
		SP:Iteration 37Q (195291.570000 sec): 3 clusters
  Score: Raw -1900445.786621 + Penalty 4693.553606 = -1895752.233016
  nChanged 27
		SP:Iteration 38Q (195291.870000 sec): 3 clusters
  Score: Raw -1900462.924433 + Penalty 4693.553606 = -1895769.370827
  nChanged 34
		SP:Iteration 39Q (195292.200000 sec): 3 clusters
  Score: Raw -1900480.184487 + Penalty 4693.553606 = -1895786.630882
  nChanged 15
		SP:Iteration 40F (195292.570000 sec): 3 clusters
  Score: Raw -1900487.491421 + Penalty 4693.553606 = -1895793.937815
  nChanged 11
		SP:Iteration 41Q (195292.880000 sec): 3 clusters
  Score: Raw -1900494.636706 + Penalty 4693.553606 = -1895801.083100
  nChanged 11
		SP:Iteration 42Q (195293.140000 sec): 3 clusters
  Score: Raw -1900500.114511 + Penalty 4693.553606 = -1895806.560906
  nChanged 14
		SP:Iteration 43Q (195293.340000 sec): 3 clusters
  Score: Raw -1900506.021379 + Penalty 4693.553606 = -1895812.467773
  nChanged 8
		SP:Iteration 44Q (195293.630000 sec): 3 clusters
  Score: Raw -1900509.645730 + Penalty 4693.553606 = -1895816.092124
  nChanged 8
		SP:Iteration 45Q (195293.970000 sec): 3 clusters
  Score: Raw -1900512.760233 + Penalty 4693.553606 = -1895819.206628
  nChanged 6
		SP:Iteration 46Q (195294.230000 sec): 3 clusters
  Score: Raw -1900516.055355 + Penalty 4693.553606 = -1895822.501749
  nChanged 11
		SP:Iteration 47Q (195294.490000 sec): 3 clusters
  Score: Raw -1900522.834962 + Penalty 4693.553606 = -1895829.281356
  nChanged 10
		SP:Iteration 48Q (195294.710000 sec): 3 clusters
  Score: Raw -1900526.102247 + Penalty 4693.553606 = -1895832.548642
  nChanged 5
		SP:Iteration 49Q (195294.980000 sec): 3 clusters
  Score: Raw -1900529.718928 + Penalty 4693.553606 = -1895836.165322
  nChanged 7
		SP:Iteration 50Q (195295.230000 sec): 3 clusters
  Score: Raw -1900535.845473 + Penalty 4693.553606 = -1895842.291868
  nChanged 4
		SP:Iteration 51Q (195295.510000 sec): 3 clusters
  Score: Raw -1900537.455638 + Penalty 4693.553606 = -1895843.902033
  nChanged 2
		SP:Iteration 52Q (195295.710000 sec): 3 clusters
  Score: Raw -1900537.940822 + Penalty 4693.553606 = -1895844.387216
  nChanged 0
		SP:Iteration 53F (195296.030000 sec): 3 clusters
  Score: Raw -1900537.940822 + Penalty 4693.553606 = -1895844.387216
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 30 (4525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195296.190000 sec): 2 clusters
  Score: Raw -700196.479123 + Penalty 2087.508468 = -698108.970655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195296.340000 sec): 3 clusters
  Score: Raw -698046.978667 + Penalty 4175.016937 = -693871.961730
  nChanged 1706
		SP:Iteration 1F (195296.530000 sec): 3 clusters
  Score: Raw -699049.336311 + Penalty 4175.016937 = -694874.319374
  nChanged 361
		SP:Iteration 2F (195296.720000 sec): 3 clusters
  Score: Raw -699310.110963 + Penalty 4175.016937 = -695135.094027
  nChanged 274
		SP:Iteration 3F (195296.910000 sec): 3 clusters
  Score: Raw -699504.783304 + Penalty 4175.016937 = -695329.766367
  nChanged 246
		SP:Iteration 4F (195297.090000 sec): 3 clusters
  Score: Raw -699672.945868 + Penalty 4175.016937 = -695497.928931
  nChanged 171
		SP:Iteration 5Q (195297.290000 sec): 3 clusters
  Score: Raw -699787.580606 + Penalty 4175.016937 = -695612.563669
  nChanged 153
		SP:Iteration 6Q (195297.490000 sec): 3 clusters
  Score: Raw -699896.141938 + Penalty 4175.016937 = -695721.125001
  nChanged 138
		SP:Iteration 7Q (195297.680000 sec): 3 clusters
  Score: Raw -699980.756664 + Penalty 4175.016937 = -695805.739727
  nChanged 128
		SP:Iteration 8Q (195297.810000 sec): 3 clusters
  Score: Raw -700057.166652 + Penalty 4175.016937 = -695882.149716
  nChanged 109
		SP:Iteration 9Q (195298.010000 sec): 3 clusters
  Score: Raw -700129.253530 + Penalty 4175.016937 = -695954.236593
  nChanged 110
		SP:Iteration 10Q (195298.200000 sec): 3 clusters
  Score: Raw -700196.288688 + Penalty 4175.016937 = -696021.271751
  nChanged 96
		SP:Iteration 11Q (195298.350000 sec): 3 clusters
  Score: Raw -700252.488062 + Penalty 4175.016937 = -696077.471126
  nChanged 85
		SP:Iteration 12Q (195298.530000 sec): 3 clusters
  Score: Raw -700295.309576 + Penalty 4175.016937 = -696120.292639
  nChanged 68
		SP:Iteration 13Q (195298.680000 sec): 3 clusters
  Score: Raw -700327.365792 + Penalty 4175.016937 = -696152.348855
  nChanged 55
		SP:Iteration 14Q (195298.890000 sec): 3 clusters
  Score: Raw -700353.348859 + Penalty 4175.016937 = -696178.331922
  nChanged 53
		SP:Iteration 15Q (195299.100000 sec): 3 clusters
  Score: Raw -700379.693944 + Penalty 4175.016937 = -696204.677007
  nChanged 42
		SP:Iteration 16Q (195299.290000 sec): 3 clusters
  Score: Raw -700398.037870 + Penalty 4175.016937 = -696223.020934
  nChanged 39
		SP:Iteration 17Q (195299.460000 sec): 3 clusters
  Score: Raw -700412.516547 + Penalty 4175.016937 = -696237.499610
  nChanged 29
		SP:Iteration 18Q (195299.690000 sec): 3 clusters
  Score: Raw -700423.059360 + Penalty 4175.016937 = -696248.042423
  nChanged 27
		SP:Iteration 19Q (195299.920000 sec): 3 clusters
  Score: Raw -700431.521126 + Penalty 4175.016937 = -696256.504189
  nChanged 21
		SP:Iteration 20F (195300.090000 sec): 3 clusters
  Score: Raw -700438.635275 + Penalty 4175.016937 = -696263.618338
  nChanged 15
		SP:Iteration 21Q (195300.280000 sec): 3 clusters
  Score: Raw -700447.609733 + Penalty 4175.016937 = -696272.592796
  nChanged 16
		SP:Iteration 22Q (195300.500000 sec): 3 clusters
  Score: Raw -700453.362109 + Penalty 4175.016937 = -696278.345172
  nChanged 21
		SP:Iteration 23Q (195300.680000 sec): 3 clusters
  Score: Raw -700461.850435 + Penalty 4175.016937 = -696286.833498
  nChanged 21
		SP:Iteration 24Q (195300.850000 sec): 3 clusters
  Score: Raw -700470.774107 + Penalty 4175.016937 = -696295.757170
  nChanged 19
		SP:Iteration 25Q (195301.040000 sec): 3 clusters
  Score: Raw -700477.114237 + Penalty 4175.016937 = -696302.097300
  nChanged 13
		SP:Iteration 26Q (195301.230000 sec): 3 clusters
  Score: Raw -700481.708824 + Penalty 4175.016937 = -696306.691888
  nChanged 12
		SP:Iteration 27Q (195301.370000 sec): 3 clusters
  Score: Raw -700485.954815 + Penalty 4175.016937 = -696310.937878
  nChanged 11
		SP:Iteration 28Q (195301.550000 sec): 3 clusters
  Score: Raw -700489.738371 + Penalty 4175.016937 = -696314.721435
  nChanged 8
		SP:Iteration 29Q (195301.740000 sec): 3 clusters
  Score: Raw -700492.240318 + Penalty 4175.016937 = -696317.223381
  nChanged 4
		SP:Iteration 30Q (195301.920000 sec): 3 clusters
  Score: Raw -700493.819627 + Penalty 4175.016937 = -696318.802690
  nChanged 6
		SP:Iteration 31Q (195302.100000 sec): 3 clusters
  Score: Raw -700495.841293 + Penalty 4175.016937 = -696320.824357
  nChanged 1
		SP:Iteration 32Q (195302.240000 sec): 3 clusters
  Score: Raw -700496.286189 + Penalty 4175.016937 = -696321.269252
  nChanged 2
		SP:Iteration 33Q (195302.450000 sec): 3 clusters
  Score: Raw -700497.126547 + Penalty 4175.016937 = -696322.109610
  nChanged 2
		SP:Iteration 34Q (195302.600000 sec): 3 clusters
  Score: Raw -700498.091742 + Penalty 4175.016937 = -696323.074805
  nChanged 4
		SP:Iteration 35Q (195302.840000 sec): 3 clusters
  Score: Raw -700499.241169 + Penalty 4175.016937 = -696324.224232
  nChanged 2
		SP:Iteration 36Q (195302.980000 sec): 3 clusters
  Score: Raw -700499.795105 + Penalty 4175.016937 = -696324.778169
  nChanged 0
		SP:Iteration 37F (195303.200000 sec): 3 clusters
  Score: Raw -700499.795105 + Penalty 4175.016937 = -696324.778169
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 31 (7158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195303.400000 sec): 2 clusters
  Score: Raw -1095801.316366 + Penalty 2201.244501 = -1093600.071865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195303.650000 sec): 3 clusters
  Score: Raw -1092102.727036 + Penalty 4402.489002 = -1087700.238034
  nChanged 2870
		SP:Iteration 1F (195303.940000 sec): 3 clusters
  Score: Raw -1093678.914872 + Penalty 4402.489002 = -1089276.425870
  nChanged 504
		SP:Iteration 2F (195304.120000 sec): 3 clusters
  Score: Raw -1093934.446460 + Penalty 4402.489002 = -1089531.957458
  nChanged 349
		SP:Iteration 3Q (195304.340000 sec): 3 clusters
  Score: Raw -1094103.149744 + Penalty 4402.489002 = -1089700.660742
  nChanged 258
		SP:Iteration 4Q (195304.560000 sec): 3 clusters
  Score: Raw -1094217.412275 + Penalty 4402.489002 = -1089814.923273
  nChanged 236
		SP:Iteration 5Q (195304.790000 sec): 3 clusters
  Score: Raw -1094329.296089 + Penalty 4402.489002 = -1089926.807086
  nChanged 236
		SP:Iteration 6Q (195305.040000 sec): 3 clusters
  Score: Raw -1094441.760161 + Penalty 4402.489002 = -1090039.271159
  nChanged 217
		SP:Iteration 7Q (195305.260000 sec): 3 clusters
  Score: Raw -1094546.095680 + Penalty 4402.489002 = -1090143.606678
  nChanged 210
		SP:Iteration 8Q (195305.480000 sec): 3 clusters
  Score: Raw -1094653.107381 + Penalty 4402.489002 = -1090250.618379
  nChanged 215
		SP:Iteration 9Q (195305.660000 sec): 3 clusters
  Score: Raw -1094751.598968 + Penalty 4402.489002 = -1090349.109966
  nChanged 198
		SP:Iteration 10Q (195305.860000 sec): 3 clusters
  Score: Raw -1094839.914187 + Penalty 4402.489002 = -1090437.425185
  nChanged 163
		SP:Iteration 11Q (195306.180000 sec): 3 clusters
  Score: Raw -1094909.998156 + Penalty 4402.489002 = -1090507.509154
  nChanged 155
		SP:Iteration 12Q (195306.440000 sec): 3 clusters
  Score: Raw -1094971.454832 + Penalty 4402.489002 = -1090568.965830
  nChanged 157
		SP:Iteration 13Q (195306.720000 sec): 3 clusters
  Score: Raw -1095043.801665 + Penalty 4402.489002 = -1090641.312663
  nChanged 147
		SP:Iteration 14Q (195306.970000 sec): 3 clusters
  Score: Raw -1095114.943284 + Penalty 4402.489002 = -1090712.454281
  nChanged 146
		SP:Iteration 15Q (195307.170000 sec): 3 clusters
  Score: Raw -1095182.981343 + Penalty 4402.489002 = -1090780.492341
  nChanged 146
		SP:Iteration 16Q (195307.430000 sec): 3 clusters
  Score: Raw -1095254.095651 + Penalty 4402.489002 = -1090851.606649
  nChanged 158
		SP:Iteration 17Q (195307.630000 sec): 3 clusters
  Score: Raw -1095331.275220 + Penalty 4402.489002 = -1090928.786218
  nChanged 167
		SP:Iteration 18Q (195307.840000 sec): 3 clusters
  Score: Raw -1095411.793203 + Penalty 4402.489002 = -1091009.304201
  nChanged 142
		SP:Iteration 19Q (195308.100000 sec): 3 clusters
  Score: Raw -1095474.323349 + Penalty 4402.489002 = -1091071.834347
  nChanged 134
		SP:Iteration 20F (195308.320000 sec): 3 clusters
  Score: Raw -1095526.962278 + Penalty 4402.489002 = -1091124.473276
  nChanged 112
		SP:Iteration 21Q (195308.490000 sec): 3 clusters
  Score: Raw -1095577.485673 + Penalty 4402.489002 = -1091174.996671
  nChanged 116
		SP:Iteration 22Q (195308.720000 sec): 3 clusters
  Score: Raw -1095632.417014 + Penalty 4402.489002 = -1091229.928012
  nChanged 107
		SP:Iteration 23Q (195308.920000 sec): 3 clusters
  Score: Raw -1095672.969156 + Penalty 4402.489002 = -1091270.480154
  nChanged 107
		SP:Iteration 24Q (195309.190000 sec): 3 clusters
  Score: Raw -1095718.904646 + Penalty 4402.489002 = -1091316.415644
  nChanged 96
		SP:Iteration 25Q (195309.350000 sec): 3 clusters
  Score: Raw -1095759.280294 + Penalty 4402.489002 = -1091356.791292
  nChanged 85
		SP:Iteration 26Q (195309.550000 sec): 3 clusters
  Score: Raw -1095792.179500 + Penalty 4402.489002 = -1091389.690498
  nChanged 74
		SP:Iteration 27Q (195309.730000 sec): 3 clusters
  Score: Raw -1095821.804987 + Penalty 4402.489002 = -1091419.315985
  nChanged 79
		SP:Iteration 28Q (195309.950000 sec): 3 clusters
  Score: Raw -1095848.411267 + Penalty 4402.489002 = -1091445.922265
  nChanged 58
		SP:Iteration 29Q (195310.200000 sec): 3 clusters
  Score: Raw -1095868.063044 + Penalty 4402.489002 = -1091465.574042
  nChanged 59
		SP:Iteration 30Q (195310.440000 sec): 3 clusters
  Score: Raw -1095888.535068 + Penalty 4402.489002 = -1091486.046066
  nChanged 60
		SP:Iteration 31Q (195310.680000 sec): 3 clusters
  Score: Raw -1095905.175809 + Penalty 4402.489002 = -1091502.686806
  nChanged 48
		SP:Iteration 32Q (195310.960000 sec): 3 clusters
  Score: Raw -1095919.192919 + Penalty 4402.489002 = -1091516.703917
  nChanged 37
		SP:Iteration 33Q (195311.200000 sec): 3 clusters
  Score: Raw -1095930.792659 + Penalty 4402.489002 = -1091528.303657
  nChanged 42
		SP:Iteration 34Q (195311.480000 sec): 3 clusters
  Score: Raw -1095944.689543 + Penalty 4402.489002 = -1091542.200541
  nChanged 46
		SP:Iteration 35Q (195311.780000 sec): 3 clusters
  Score: Raw -1095963.747811 + Penalty 4402.489002 = -1091561.258809
  nChanged 47
		SP:Iteration 36Q (195312.020000 sec): 3 clusters
  Score: Raw -1095983.218946 + Penalty 4402.489002 = -1091580.729944
  nChanged 46
		SP:Iteration 37Q (195312.250000 sec): 3 clusters
  Score: Raw -1096000.880461 + Penalty 4402.489002 = -1091598.391459
  nChanged 46
		SP:Iteration 38Q (195312.540000 sec): 3 clusters
  Score: Raw -1096024.572548 + Penalty 4402.489002 = -1091622.083546
  nChanged 57
		SP:Iteration 39Q (195312.730000 sec): 3 clusters
  Score: Raw -1096058.231236 + Penalty 4402.489002 = -1091655.742234
  nChanged 71
		SP:Iteration 40F (195312.960000 sec): 3 clusters
  Score: Raw -1096096.293832 + Penalty 4402.489002 = -1091693.804830
  nChanged 63
		SP:Iteration 41Q (195313.200000 sec): 3 clusters
  Score: Raw -1096129.807417 + Penalty 4402.489002 = -1091727.318414
  nChanged 63
		SP:Iteration 42Q (195313.490000 sec): 3 clusters
  Score: Raw -1096164.246306 + Penalty 4402.489002 = -1091761.757304
  nChanged 65
		SP:Iteration 43Q (195313.750000 sec): 3 clusters
  Score: Raw -1096200.252526 + Penalty 4402.489002 = -1091797.763524
  nChanged 68
		SP:Iteration 44Q (195313.990000 sec): 3 clusters
  Score: Raw -1096236.844526 + Penalty 4402.489002 = -1091834.355524
  nChanged 57
		SP:Iteration 45Q (195314.200000 sec): 3 clusters
  Score: Raw -1096266.916437 + Penalty 4402.489002 = -1091864.427435
  nChanged 65
		SP:Iteration 46Q (195314.460000 sec): 3 clusters
  Score: Raw -1096296.744959 + Penalty 4402.489002 = -1091894.255957
  nChanged 51
		SP:Iteration 47Q (195314.700000 sec): 3 clusters
  Score: Raw -1096316.297530 + Penalty 4402.489002 = -1091913.808528
  nChanged 51
		SP:Iteration 48Q (195314.940000 sec): 3 clusters
  Score: Raw -1096334.718897 + Penalty 4402.489002 = -1091932.229895
  nChanged 35
		SP:Iteration 49Q (195315.210000 sec): 3 clusters
  Score: Raw -1096345.271850 + Penalty 4402.489002 = -1091942.782848
  nChanged 26
		SP:Iteration 50Q (195315.490000 sec): 3 clusters
  Score: Raw -1096353.369914 + Penalty 4402.489002 = -1091950.880912
  nChanged 25
		SP:Iteration 51Q (195315.760000 sec): 3 clusters
  Score: Raw -1096362.185019 + Penalty 4402.489002 = -1091959.696017
  nChanged 23
		SP:Iteration 52Q (195316.000000 sec): 3 clusters
  Score: Raw -1096369.286202 + Penalty 4402.489002 = -1091966.797200
  nChanged 25
		SP:Iteration 53Q (195316.280000 sec): 3 clusters
  Score: Raw -1096378.573210 + Penalty 4402.489002 = -1091976.084208
  nChanged 23
		SP:Iteration 54Q (195316.560000 sec): 3 clusters
  Score: Raw -1096388.725830 + Penalty 4402.489002 = -1091986.236828
  nChanged 22
		SP:Iteration 55Q (195316.840000 sec): 3 clusters
  Score: Raw -1096397.559352 + Penalty 4402.489002 = -1091995.070350
  nChanged 28
		SP:Iteration 56Q (195317.120000 sec): 3 clusters
  Score: Raw -1096408.922997 + Penalty 4402.489002 = -1092006.433995
  nChanged 25
		SP:Iteration 57Q (195317.360000 sec): 3 clusters
  Score: Raw -1096417.943994 + Penalty 4402.489002 = -1092015.454992
  nChanged 28
		SP:Iteration 58Q (195317.610000 sec): 3 clusters
  Score: Raw -1096427.264445 + Penalty 4402.489002 = -1092024.775443
  nChanged 18
		SP:Iteration 59Q (195317.860000 sec): 3 clusters
  Score: Raw -1096434.280691 + Penalty 4402.489002 = -1092031.791689
  nChanged 22
		SP:Iteration 60F (195318.040000 sec): 3 clusters
  Score: Raw -1096443.728700 + Penalty 4402.489002 = -1092041.239697
  nChanged 26
		SP:Iteration 61Q (195318.210000 sec): 3 clusters
  Score: Raw -1096454.202433 + Penalty 4402.489002 = -1092051.713431
  nChanged 25
		SP:Iteration 62Q (195318.380000 sec): 3 clusters
  Score: Raw -1096463.652848 + Penalty 4402.489002 = -1092061.163846
  nChanged 15
		SP:Iteration 63Q (195318.550000 sec): 3 clusters
  Score: Raw -1096469.158327 + Penalty 4402.489002 = -1092066.669325
  nChanged 13
		SP:Iteration 64Q (195318.730000 sec): 3 clusters
  Score: Raw -1096473.014396 + Penalty 4402.489002 = -1092070.525394
  nChanged 9
		SP:Iteration 65Q (195318.910000 sec): 3 clusters
  Score: Raw -1096475.479925 + Penalty 4402.489002 = -1092072.990923
  nChanged 6
		SP:Iteration 66Q (195319.100000 sec): 3 clusters
  Score: Raw -1096477.592510 + Penalty 4402.489002 = -1092075.103508
  nChanged 12
		SP:Iteration 67Q (195319.280000 sec): 3 clusters
  Score: Raw -1096482.809950 + Penalty 4402.489002 = -1092080.320948
  nChanged 13
		SP:Iteration 68Q (195319.460000 sec): 3 clusters
  Score: Raw -1096488.421378 + Penalty 4402.489002 = -1092085.932375
  nChanged 15
		SP:Iteration 69Q (195319.650000 sec): 3 clusters
  Score: Raw -1096492.721131 + Penalty 4402.489002 = -1092090.232129
  nChanged 6
		SP:Iteration 70Q (195319.840000 sec): 3 clusters
  Score: Raw -1096494.317039 + Penalty 4402.489002 = -1092091.828037
  nChanged 3
		SP:Iteration 71Q (195320.020000 sec): 3 clusters
  Score: Raw -1096494.992681 + Penalty 4402.489002 = -1092092.503679
  nChanged 3
		SP:Iteration 72Q (195320.210000 sec): 3 clusters
  Score: Raw -1096495.469691 + Penalty 4402.489002 = -1092092.980689
  nChanged 1
		SP:Iteration 73Q (195320.400000 sec): 3 clusters
  Score: Raw -1096495.659705 + Penalty 4402.489002 = -1092093.170703
  nChanged 3
		SP:Iteration 74Q (195320.580000 sec): 3 clusters
  Score: Raw -1096496.402010 + Penalty 4402.489002 = -1092093.913008
  nChanged 0
		SP:Iteration 75F (195320.760000 sec): 3 clusters
  Score: Raw -1096496.402010 + Penalty 4402.489002 = -1092093.913008
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 32 (3448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195320.890000 sec): 2 clusters
  Score: Raw -542017.423362 + Penalty 2020.096309 = -539997.327053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195321.080000 sec): 3 clusters
  Score: Raw -540482.490572 + Penalty 4040.192617 = -536442.297955
  nChanged 1231
		SP:Iteration 1F (195321.250000 sec): 3 clusters
  Score: Raw -541149.988913 + Penalty 4040.192617 = -537109.796295
  nChanged 243
		SP:Iteration 2F (195321.430000 sec): 3 clusters
  Score: Raw -541318.338119 + Penalty 4040.192617 = -537278.145502
  nChanged 174
		SP:Iteration 3F (195321.600000 sec): 3 clusters
  Score: Raw -541426.308248 + Penalty 4040.192617 = -537386.115630
  nChanged 146
		SP:Iteration 4Q (195321.780000 sec): 3 clusters
  Score: Raw -541515.931158 + Penalty 4040.192617 = -537475.738541
  nChanged 99
		SP:Iteration 5Q (195321.960000 sec): 3 clusters
  Score: Raw -541590.115887 + Penalty 4040.192617 = -537549.923269
  nChanged 106
		SP:Iteration 6Q (195322.130000 sec): 3 clusters
  Score: Raw -541656.856122 + Penalty 4040.192617 = -537616.663504
  nChanged 125
		SP:Iteration 7Q (195322.310000 sec): 3 clusters
  Score: Raw -541739.847430 + Penalty 4040.192617 = -537699.654813
  nChanged 100
		SP:Iteration 8Q (195322.490000 sec): 3 clusters
  Score: Raw -541814.627881 + Penalty 4040.192617 = -537774.435264
  nChanged 91
		SP:Iteration 9Q (195322.660000 sec): 3 clusters
  Score: Raw -541880.698943 + Penalty 4040.192617 = -537840.506326
  nChanged 87
		SP:Iteration 10Q (195322.830000 sec): 3 clusters
  Score: Raw -541942.438371 + Penalty 4040.192617 = -537902.245754
  nChanged 92
		SP:Iteration 11Q (195323.010000 sec): 3 clusters
  Score: Raw -542014.430724 + Penalty 4040.192617 = -537974.238106
  nChanged 98
		SP:Iteration 12Q (195323.190000 sec): 3 clusters
  Score: Raw -542091.046704 + Penalty 4040.192617 = -538050.854087
  nChanged 77
		SP:Iteration 13Q (195323.360000 sec): 3 clusters
  Score: Raw -542147.165573 + Penalty 4040.192617 = -538106.972956
  nChanged 84
		SP:Iteration 14Q (195323.540000 sec): 3 clusters
  Score: Raw -542208.067315 + Penalty 4040.192617 = -538167.874697
  nChanged 65
		SP:Iteration 15Q (195323.710000 sec): 3 clusters
  Score: Raw -542257.716361 + Penalty 4040.192617 = -538217.523744
  nChanged 55
		SP:Iteration 16Q (195323.890000 sec): 3 clusters
  Score: Raw -542298.040033 + Penalty 4040.192617 = -538257.847416
  nChanged 54
		SP:Iteration 17Q (195324.060000 sec): 3 clusters
  Score: Raw -542341.784982 + Penalty 4040.192617 = -538301.592365
  nChanged 76
		SP:Iteration 18Q (195324.240000 sec): 3 clusters
  Score: Raw -542394.978622 + Penalty 4040.192617 = -538354.786004
  nChanged 57
		SP:Iteration 19Q (195324.410000 sec): 3 clusters
  Score: Raw -542433.885041 + Penalty 4040.192617 = -538393.692423
  nChanged 52
		SP:Iteration 20F (195324.590000 sec): 3 clusters
  Score: Raw -542473.900194 + Penalty 4040.192617 = -538433.707577
  nChanged 44
		SP:Iteration 21Q (195324.760000 sec): 3 clusters
  Score: Raw -542507.696595 + Penalty 4040.192617 = -538467.503977
  nChanged 43
		SP:Iteration 22Q (195324.940000 sec): 3 clusters
  Score: Raw -542543.301286 + Penalty 4040.192617 = -538503.108669
  nChanged 46
		SP:Iteration 23Q (195325.160000 sec): 3 clusters
  Score: Raw -542582.518387 + Penalty 4040.192617 = -538542.325770
  nChanged 37
		SP:Iteration 24Q (195325.330000 sec): 3 clusters
  Score: Raw -542613.475545 + Penalty 4040.192617 = -538573.282928
  nChanged 36
		SP:Iteration 25Q (195325.510000 sec): 3 clusters
  Score: Raw -542646.600362 + Penalty 4040.192617 = -538606.407745
  nChanged 37
		SP:Iteration 26Q (195325.680000 sec): 3 clusters
  Score: Raw -542680.961973 + Penalty 4040.192617 = -538640.769355
  nChanged 37
		SP:Iteration 27Q (195325.860000 sec): 3 clusters
  Score: Raw -542708.828327 + Penalty 4040.192617 = -538668.635710
  nChanged 29
		SP:Iteration 28Q (195326.030000 sec): 3 clusters
  Score: Raw -542729.248558 + Penalty 4040.192617 = -538689.055941
  nChanged 32
		SP:Iteration 29Q (195326.210000 sec): 3 clusters
  Score: Raw -542756.587568 + Penalty 4040.192617 = -538716.394951
  nChanged 23
		SP:Iteration 30Q (195326.390000 sec): 3 clusters
  Score: Raw -542772.824993 + Penalty 4040.192617 = -538732.632376
  nChanged 25
		SP:Iteration 31Q (195326.560000 sec): 3 clusters
  Score: Raw -542789.832560 + Penalty 4040.192617 = -538749.639942
  nChanged 23
		SP:Iteration 32Q (195326.730000 sec): 3 clusters
  Score: Raw -542803.303288 + Penalty 4040.192617 = -538763.110671
  nChanged 13
		SP:Iteration 33Q (195326.910000 sec): 3 clusters
  Score: Raw -542810.594087 + Penalty 4040.192617 = -538770.401470
  nChanged 10
		SP:Iteration 34Q (195327.090000 sec): 3 clusters
  Score: Raw -542816.495970 + Penalty 4040.192617 = -538776.303352
  nChanged 7
		SP:Iteration 35Q (195327.260000 sec): 3 clusters
  Score: Raw -542820.470557 + Penalty 4040.192617 = -538780.277939
  nChanged 7
		SP:Iteration 36Q (195327.440000 sec): 3 clusters
  Score: Raw -542824.296107 + Penalty 4040.192617 = -538784.103490
  nChanged 6
		SP:Iteration 37Q (195327.610000 sec): 3 clusters
  Score: Raw -542826.715199 + Penalty 4040.192617 = -538786.522581
  nChanged 9
		SP:Iteration 38Q (195327.790000 sec): 3 clusters
  Score: Raw -542831.538014 + Penalty 4040.192617 = -538791.345396
  nChanged 9
		SP:Iteration 39Q (195327.960000 sec): 3 clusters
  Score: Raw -542835.445294 + Penalty 4040.192617 = -538795.252677
  nChanged 5
		SP:Iteration 40F (195328.140000 sec): 3 clusters
  Score: Raw -542837.896995 + Penalty 4040.192617 = -538797.704378
  nChanged 6
		SP:Iteration 41Q (195328.310000 sec): 3 clusters
  Score: Raw -542839.750373 + Penalty 4040.192617 = -538799.557756
  nChanged 3
		SP:Iteration 42Q (195328.490000 sec): 3 clusters
  Score: Raw -542840.678052 + Penalty 4040.192617 = -538800.485434
  nChanged 2
		SP:Iteration 43Q (195328.670000 sec): 3 clusters
  Score: Raw -542842.248111 + Penalty 4040.192617 = -538802.055494
  nChanged 2
		SP:Iteration 44Q (195328.840000 sec): 3 clusters
  Score: Raw -542842.734521 + Penalty 4040.192617 = -538802.541904
  nChanged 1
		SP:Iteration 45Q (195329.010000 sec): 3 clusters
  Score: Raw -542843.008373 + Penalty 4040.192617 = -538802.815755
  nChanged 0
		SP:Iteration 46F (195329.190000 sec): 3 clusters
  Score: Raw -542843.008373 + Penalty 4040.192617 = -538802.815755
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 33 (10800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195329.370000 sec): 2 clusters
  Score: Raw -1692764.629105 + Penalty 2303.250750 = -1690461.378355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195329.600000 sec): 3 clusters
  Score: Raw -1686794.273045 + Penalty 4606.501501 = -1682187.771544
  nChanged 4493
		SP:Iteration 1F (195329.830000 sec): 3 clusters
  Score: Raw -1689284.490974 + Penalty 4606.501501 = -1684677.989473
  nChanged 725
		SP:Iteration 2F (195330.060000 sec): 3 clusters
  Score: Raw -1689663.790146 + Penalty 4606.501501 = -1685057.288646
  nChanged 637
		SP:Iteration 3F (195330.290000 sec): 3 clusters
  Score: Raw -1690018.797231 + Penalty 4606.501501 = -1685412.295730
  nChanged 604
		SP:Iteration 4F (195330.490000 sec): 3 clusters
  Score: Raw -1690394.395822 + Penalty 4606.501501 = -1685787.894321
  nChanged 609
		SP:Iteration 5F (195330.670000 sec): 3 clusters
  Score: Raw -1690768.109187 + Penalty 4606.501501 = -1686161.607686
  nChanged 552
		SP:Iteration 6F (195330.860000 sec): 3 clusters
  Score: Raw -1691118.421657 + Penalty 4606.501501 = -1686511.920156
  nChanged 516
		SP:Iteration 7Q (195331.100000 sec): 3 clusters
  Score: Raw -1691463.361631 + Penalty 4606.501501 = -1686856.860130
  nChanged 434
		SP:Iteration 8Q (195331.330000 sec): 3 clusters
  Score: Raw -1691730.178053 + Penalty 4606.501501 = -1687123.676552
  nChanged 347
		SP:Iteration 9Q (195331.570000 sec): 3 clusters
  Score: Raw -1691943.341014 + Penalty 4606.501501 = -1687336.839513
  nChanged 258
		SP:Iteration 10Q (195331.800000 sec): 3 clusters
  Score: Raw -1692116.235965 + Penalty 4606.501501 = -1687509.734464
  nChanged 244
		SP:Iteration 11Q (195332.030000 sec): 3 clusters
  Score: Raw -1692287.219126 + Penalty 4606.501501 = -1687680.717625
  nChanged 201
		SP:Iteration 12Q (195332.270000 sec): 3 clusters
  Score: Raw -1692428.308296 + Penalty 4606.501501 = -1687821.806795
  nChanged 164
		SP:Iteration 13Q (195332.500000 sec): 3 clusters
  Score: Raw -1692549.846700 + Penalty 4606.501501 = -1687943.345199
  nChanged 138
		SP:Iteration 14Q (195332.740000 sec): 3 clusters
  Score: Raw -1692653.742263 + Penalty 4606.501501 = -1688047.240762
  nChanged 98
		SP:Iteration 15Q (195332.970000 sec): 3 clusters
  Score: Raw -1692736.265631 + Penalty 4606.501501 = -1688129.764130
  nChanged 89
		SP:Iteration 16Q (195333.210000 sec): 3 clusters
  Score: Raw -1692810.062490 + Penalty 4606.501501 = -1688203.560990
  nChanged 80
		SP:Iteration 17Q (195333.440000 sec): 3 clusters
  Score: Raw -1692878.568922 + Penalty 4606.501501 = -1688272.067421
  nChanged 60
		SP:Iteration 18Q (195333.680000 sec): 3 clusters
  Score: Raw -1692930.630553 + Penalty 4606.501501 = -1688324.129052
  nChanged 48
		SP:Iteration 19Q (195333.910000 sec): 3 clusters
  Score: Raw -1692971.973449 + Penalty 4606.501501 = -1688365.471948
  nChanged 37
		SP:Iteration 20F (195334.150000 sec): 3 clusters
  Score: Raw -1693005.807175 + Penalty 4606.501501 = -1688399.305674
  nChanged 30
		SP:Iteration 21Q (195334.380000 sec): 3 clusters
  Score: Raw -1693030.232448 + Penalty 4606.501501 = -1688423.730947
  nChanged 17
		SP:Iteration 22Q (195334.620000 sec): 3 clusters
  Score: Raw -1693040.893749 + Penalty 4606.501501 = -1688434.392248
  nChanged 11
		SP:Iteration 23Q (195334.850000 sec): 3 clusters
  Score: Raw -1693048.892198 + Penalty 4606.501501 = -1688442.390697
  nChanged 11
		SP:Iteration 24Q (195335.080000 sec): 3 clusters
  Score: Raw -1693056.750898 + Penalty 4606.501501 = -1688450.249397
  nChanged 6
		SP:Iteration 25Q (195335.310000 sec): 3 clusters
  Score: Raw -1693060.293832 + Penalty 4606.501501 = -1688453.792332
  nChanged 4
		SP:Iteration 26Q (195335.550000 sec): 3 clusters
  Score: Raw -1693063.185046 + Penalty 4606.501501 = -1688456.683546
  nChanged 2
		SP:Iteration 27Q (195335.780000 sec): 3 clusters
  Score: Raw -1693064.525348 + Penalty 4606.501501 = -1688458.023847
  nChanged 2
		SP:Iteration 28Q (195336.010000 sec): 3 clusters
  Score: Raw -1693066.529979 + Penalty 4606.501501 = -1688460.028478
  nChanged 2
		SP:Iteration 29Q (195336.240000 sec): 3 clusters
  Score: Raw -1693067.540814 + Penalty 4606.501501 = -1688461.039313
  nChanged 2
		SP:Iteration 30Q (195336.520000 sec): 3 clusters
  Score: Raw -1693068.821452 + Penalty 4606.501501 = -1688462.319951
  nChanged 0
		SP:Iteration 31F (195336.780000 sec): 3 clusters
  Score: Raw -1693068.821452 + Penalty 4606.501501 = -1688462.319951
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 34 (7392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195336.870000 sec): 2 clusters
  Score: Raw -1147936.462647 + Penalty 2209.222096 = -1145727.240551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195337.110000 sec): 3 clusters
  Score: Raw -1144145.651671 + Penalty 4418.444192 = -1139727.207479
  nChanged 2963
		SP:Iteration 1F (195337.290000 sec): 3 clusters
  Score: Raw -1145823.907344 + Penalty 4418.444192 = -1141405.463152
  nChanged 567
		SP:Iteration 2F (195337.490000 sec): 3 clusters
  Score: Raw -1146166.613068 + Penalty 4418.444192 = -1141748.168876
  nChanged 425
		SP:Iteration 3F (195337.670000 sec): 3 clusters
  Score: Raw -1146421.298062 + Penalty 4418.444192 = -1142002.853870
  nChanged 370
		SP:Iteration 4F (195337.860000 sec): 3 clusters
  Score: Raw -1146657.786074 + Penalty 4418.444192 = -1142239.341882
  nChanged 375
		SP:Iteration 5F (195338.040000 sec): 3 clusters
  Score: Raw -1146942.715644 + Penalty 4418.444192 = -1142524.271452
  nChanged 395
		SP:Iteration 6F (195338.220000 sec): 3 clusters
  Score: Raw -1147244.754114 + Penalty 4418.444192 = -1142826.309922
  nChanged 403
		SP:Iteration 7F (195338.410000 sec): 3 clusters
  Score: Raw -1147546.428513 + Penalty 4418.444192 = -1143127.984321
  nChanged 338
		SP:Iteration 8Q (195338.600000 sec): 3 clusters
  Score: Raw -1147786.029608 + Penalty 4418.444192 = -1143367.585416
  nChanged 292
		SP:Iteration 9Q (195338.780000 sec): 3 clusters
  Score: Raw -1147967.419554 + Penalty 4418.444192 = -1143548.975362
  nChanged 221
		SP:Iteration 10Q (195338.960000 sec): 3 clusters
  Score: Raw -1148082.154980 + Penalty 4418.444192 = -1143663.710788
  nChanged 144
		SP:Iteration 11Q (195339.150000 sec): 3 clusters
  Score: Raw -1148147.114938 + Penalty 4418.444192 = -1143728.670746
  nChanged 116
		SP:Iteration 12Q (195339.330000 sec): 3 clusters
  Score: Raw -1148194.801918 + Penalty 4418.444192 = -1143776.357726
  nChanged 90
		SP:Iteration 13Q (195339.520000 sec): 3 clusters
  Score: Raw -1148226.553159 + Penalty 4418.444192 = -1143808.108967
  nChanged 67
		SP:Iteration 14Q (195339.700000 sec): 3 clusters
  Score: Raw -1148251.905802 + Penalty 4418.444192 = -1143833.461610
  nChanged 63
		SP:Iteration 15Q (195339.910000 sec): 3 clusters
  Score: Raw -1148273.840602 + Penalty 4418.444192 = -1143855.396410
  nChanged 60
		SP:Iteration 16Q (195340.100000 sec): 3 clusters
  Score: Raw -1148294.201885 + Penalty 4418.444192 = -1143875.757693
  nChanged 47
		SP:Iteration 17Q (195340.290000 sec): 3 clusters
  Score: Raw -1148309.753787 + Penalty 4418.444192 = -1143891.309594
  nChanged 46
		SP:Iteration 18Q (195340.480000 sec): 3 clusters
  Score: Raw -1148324.331781 + Penalty 4418.444192 = -1143905.887589
  nChanged 35
		SP:Iteration 19Q (195340.660000 sec): 3 clusters
  Score: Raw -1148337.756823 + Penalty 4418.444192 = -1143919.312631
  nChanged 40
		SP:Iteration 20F (195340.950000 sec): 3 clusters
  Score: Raw -1148352.353798 + Penalty 4418.444192 = -1143933.909606
  nChanged 35
		SP:Iteration 21Q (195341.270000 sec): 3 clusters
  Score: Raw -1148361.574056 + Penalty 4418.444192 = -1143943.129864
  nChanged 25
		SP:Iteration 22Q (195341.560000 sec): 3 clusters
  Score: Raw -1148367.235502 + Penalty 4418.444192 = -1143948.791310
  nChanged 18
		SP:Iteration 23Q (195341.800000 sec): 3 clusters
  Score: Raw -1148372.275018 + Penalty 4418.444192 = -1143953.830826
  nChanged 19
		SP:Iteration 24Q (195342.000000 sec): 3 clusters
  Score: Raw -1148378.256567 + Penalty 4418.444192 = -1143959.812375
  nChanged 20
		SP:Iteration 25Q (195342.210000 sec): 3 clusters
  Score: Raw -1148384.060277 + Penalty 4418.444192 = -1143965.616084
  nChanged 16
		SP:Iteration 26Q (195342.430000 sec): 3 clusters
  Score: Raw -1148388.009921 + Penalty 4418.444192 = -1143969.565728
  nChanged 23
		SP:Iteration 27Q (195342.620000 sec): 3 clusters
  Score: Raw -1148396.013291 + Penalty 4418.444192 = -1143977.569099
  nChanged 20
		SP:Iteration 28Q (195342.890000 sec): 3 clusters
  Score: Raw -1148401.556338 + Penalty 4418.444192 = -1143983.112145
  nChanged 20
		SP:Iteration 29Q (195343.100000 sec): 3 clusters
  Score: Raw -1148406.491971 + Penalty 4418.444192 = -1143988.047779
  nChanged 16
		SP:Iteration 30Q (195343.390000 sec): 3 clusters
  Score: Raw -1148411.138651 + Penalty 4418.444192 = -1143992.694459
  nChanged 19
		SP:Iteration 31Q (195343.620000 sec): 3 clusters
  Score: Raw -1148416.163679 + Penalty 4418.444192 = -1143997.719487
  nChanged 19
		SP:Iteration 32Q (195343.960000 sec): 3 clusters
  Score: Raw -1148421.579428 + Penalty 4418.444192 = -1144003.135235
  nChanged 18
		SP:Iteration 33Q (195344.240000 sec): 3 clusters
  Score: Raw -1148425.473986 + Penalty 4418.444192 = -1144007.029793
  nChanged 10
		SP:Iteration 34Q (195344.440000 sec): 3 clusters
  Score: Raw -1148428.544959 + Penalty 4418.444192 = -1144010.100767
  nChanged 18
		SP:Iteration 35Q (195344.660000 sec): 3 clusters
  Score: Raw -1148433.074419 + Penalty 4418.444192 = -1144014.630227
  nChanged 18
		SP:Iteration 36Q (195344.960000 sec): 3 clusters
  Score: Raw -1148437.896811 + Penalty 4418.444192 = -1144019.452619
  nChanged 17
		SP:Iteration 37Q (195345.180000 sec): 3 clusters
  Score: Raw -1148442.421122 + Penalty 4418.444192 = -1144023.976929
  nChanged 20
		SP:Iteration 38Q (195345.460000 sec): 3 clusters
  Score: Raw -1148447.801329 + Penalty 4418.444192 = -1144029.357137
  nChanged 23
		SP:Iteration 39Q (195345.700000 sec): 3 clusters
  Score: Raw -1148453.753712 + Penalty 4418.444192 = -1144035.309520
  nChanged 27
		SP:Iteration 40F (195345.970000 sec): 3 clusters
  Score: Raw -1148460.625475 + Penalty 4418.444192 = -1144042.181282
  nChanged 28
		SP:Iteration 41Q (195346.200000 sec): 3 clusters
  Score: Raw -1148467.541331 + Penalty 4418.444192 = -1144049.097138
  nChanged 24
		SP:Iteration 42Q (195346.430000 sec): 3 clusters
  Score: Raw -1148473.777082 + Penalty 4418.444192 = -1144055.332889
  nChanged 25
		SP:Iteration 43Q (195346.700000 sec): 3 clusters
  Score: Raw -1148478.809817 + Penalty 4418.444192 = -1144060.365625
  nChanged 16
		SP:Iteration 44Q (195346.940000 sec): 3 clusters
  Score: Raw -1148482.183300 + Penalty 4418.444192 = -1144063.739108
  nChanged 18
		SP:Iteration 45Q (195347.200000 sec): 3 clusters
  Score: Raw -1148487.263097 + Penalty 4418.444192 = -1144068.818904
  nChanged 11
		SP:Iteration 46Q (195347.470000 sec): 3 clusters
  Score: Raw -1148490.428573 + Penalty 4418.444192 = -1144071.984381
  nChanged 10
		SP:Iteration 47Q (195347.710000 sec): 3 clusters
  Score: Raw -1148493.267443 + Penalty 4418.444192 = -1144074.823251
  nChanged 13
		SP:Iteration 48Q (195347.890000 sec): 3 clusters
  Score: Raw -1148496.834183 + Penalty 4418.444192 = -1144078.389991
  nChanged 11
		SP:Iteration 49Q (195348.100000 sec): 3 clusters
  Score: Raw -1148498.942241 + Penalty 4418.444192 = -1144080.498048
  nChanged 12
		SP:Iteration 50Q (195348.320000 sec): 3 clusters
  Score: Raw -1148501.656993 + Penalty 4418.444192 = -1144083.212800
  nChanged 12
		SP:Iteration 51Q (195348.540000 sec): 3 clusters
  Score: Raw -1148503.500079 + Penalty 4418.444192 = -1144085.055887
  nChanged 4
		SP:Iteration 52Q (195348.790000 sec): 3 clusters
  Score: Raw -1148504.267663 + Penalty 4418.444192 = -1144085.823471
  nChanged 7
		SP:Iteration 53Q (195349.070000 sec): 3 clusters
  Score: Raw -1148506.017374 + Penalty 4418.444192 = -1144087.573181
  nChanged 6
		SP:Iteration 54Q (195349.320000 sec): 3 clusters
  Score: Raw -1148507.129283 + Penalty 4418.444192 = -1144088.685091
  nChanged 6
		SP:Iteration 55Q (195349.590000 sec): 3 clusters
  Score: Raw -1148508.460460 + Penalty 4418.444192 = -1144090.016268
  nChanged 6
		SP:Iteration 56Q (195349.750000 sec): 3 clusters
  Score: Raw -1148509.401440 + Penalty 4418.444192 = -1144090.957248
  nChanged 5
		SP:Iteration 57Q (195349.980000 sec): 3 clusters
  Score: Raw -1148510.256742 + Penalty 4418.444192 = -1144091.812549
  nChanged 3
		SP:Iteration 58Q (195350.160000 sec): 3 clusters
  Score: Raw -1148511.127195 + Penalty 4418.444192 = -1144092.683003
  nChanged 3
		SP:Iteration 59Q (195350.370000 sec): 3 clusters
  Score: Raw -1148511.849296 + Penalty 4418.444192 = -1144093.405104
  nChanged 2
		SP:Iteration 60F (195350.560000 sec): 3 clusters
  Score: Raw -1148512.274071 + Penalty 4418.444192 = -1144093.829879
  nChanged 2
		SP:Iteration 61Q (195350.800000 sec): 3 clusters
  Score: Raw -1148512.835203 + Penalty 4418.444192 = -1144094.391011
  nChanged 4
		SP:Iteration 62Q (195351.030000 sec): 3 clusters
  Score: Raw -1148513.943852 + Penalty 4418.444192 = -1144095.499660
  nChanged 5
		SP:Iteration 63Q (195351.240000 sec): 3 clusters
  Score: Raw -1148514.778884 + Penalty 4418.444192 = -1144096.334692
  nChanged 6
		SP:Iteration 64Q (195351.440000 sec): 3 clusters
  Score: Raw -1148515.816311 + Penalty 4418.444192 = -1144097.372119
  nChanged 4
		SP:Iteration 65Q (195351.660000 sec): 3 clusters
  Score: Raw -1148516.403304 + Penalty 4418.444192 = -1144097.959112
  nChanged 3
		SP:Iteration 66Q (195351.840000 sec): 3 clusters
  Score: Raw -1148516.827439 + Penalty 4418.444192 = -1144098.383247
  nChanged 4
		SP:Iteration 67Q (195352.080000 sec): 3 clusters
  Score: Raw -1148517.600775 + Penalty 4418.444192 = -1144099.156582
  nChanged 4
		SP:Iteration 68Q (195352.280000 sec): 3 clusters
  Score: Raw -1148518.416643 + Penalty 4418.444192 = -1144099.972451
  nChanged 3
		SP:Iteration 69Q (195352.540000 sec): 3 clusters
  Score: Raw -1148518.906589 + Penalty 4418.444192 = -1144100.462397
  nChanged 1
		SP:Iteration 70Q (195352.720000 sec): 3 clusters
  Score: Raw -1148519.102063 + Penalty 4418.444192 = -1144100.657870
  nChanged 0
		SP:Iteration 71F (195353.000000 sec): 3 clusters
  Score: Raw -1148519.102063 + Penalty 4418.444192 = -1144100.657870
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 35 (7876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195353.140000 sec): 2 clusters
  Score: Raw -1195391.593582 + Penalty 2224.950709 = -1193166.642873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195353.380000 sec): 3 clusters
  Score: Raw -1191376.552428 + Penalty 4449.901418 = -1186926.651009
  nChanged 3170
		SP:Iteration 1F (195353.670000 sec): 3 clusters
  Score: Raw -1193218.907155 + Penalty 4449.901418 = -1188769.005737
  nChanged 584
		SP:Iteration 2F (195353.890000 sec): 3 clusters
  Score: Raw -1193573.847956 + Penalty 4449.901418 = -1189123.946538
  nChanged 475
		SP:Iteration 3F (195354.090000 sec): 3 clusters
  Score: Raw -1193865.649476 + Penalty 4449.901418 = -1189415.748057
  nChanged 408
		SP:Iteration 4F (195354.340000 sec): 3 clusters
  Score: Raw -1194110.702079 + Penalty 4449.901418 = -1189660.800661
  nChanged 341
		SP:Iteration 5Q (195354.620000 sec): 3 clusters
  Score: Raw -1194322.531700 + Penalty 4449.901418 = -1189872.630282
  nChanged 299
		SP:Iteration 6Q (195354.810000 sec): 3 clusters
  Score: Raw -1194503.563767 + Penalty 4449.901418 = -1190053.662349
  nChanged 281
		SP:Iteration 7Q (195355.070000 sec): 3 clusters
  Score: Raw -1194675.250234 + Penalty 4449.901418 = -1190225.348816
  nChanged 262
		SP:Iteration 8Q (195355.400000 sec): 3 clusters
  Score: Raw -1194849.001882 + Penalty 4449.901418 = -1190399.100463
  nChanged 268
		SP:Iteration 9Q (195355.660000 sec): 3 clusters
  Score: Raw -1195021.559832 + Penalty 4449.901418 = -1190571.658414
  nChanged 265
		SP:Iteration 10Q (195355.910000 sec): 3 clusters
  Score: Raw -1195172.970973 + Penalty 4449.901418 = -1190723.069555
  nChanged 213
		SP:Iteration 11Q (195356.130000 sec): 3 clusters
  Score: Raw -1195314.466093 + Penalty 4449.901418 = -1190864.564675
  nChanged 209
		SP:Iteration 12Q (195356.330000 sec): 3 clusters
  Score: Raw -1195420.002692 + Penalty 4449.901418 = -1190970.101274
  nChanged 155
		SP:Iteration 13Q (195356.580000 sec): 3 clusters
  Score: Raw -1195486.154611 + Penalty 4449.901418 = -1191036.253193
  nChanged 137
		SP:Iteration 14Q (195356.870000 sec): 3 clusters
  Score: Raw -1195544.658697 + Penalty 4449.901418 = -1191094.757279
  nChanged 122
		SP:Iteration 15Q (195357.120000 sec): 3 clusters
  Score: Raw -1195597.212651 + Penalty 4449.901418 = -1191147.311233
  nChanged 103
		SP:Iteration 16Q (195357.440000 sec): 3 clusters
  Score: Raw -1195634.792598 + Penalty 4449.901418 = -1191184.891180
  nChanged 78
		SP:Iteration 17Q (195357.650000 sec): 3 clusters
  Score: Raw -1195659.098931 + Penalty 4449.901418 = -1191209.197513
  nChanged 63
		SP:Iteration 18Q (195357.870000 sec): 3 clusters
  Score: Raw -1195678.852157 + Penalty 4449.901418 = -1191228.950739
  nChanged 50
		SP:Iteration 19Q (195358.120000 sec): 3 clusters
  Score: Raw -1195693.484437 + Penalty 4449.901418 = -1191243.583019
  nChanged 41
		SP:Iteration 20F (195358.320000 sec): 3 clusters
  Score: Raw -1195704.144144 + Penalty 4449.901418 = -1191254.242726
  nChanged 29
		SP:Iteration 21Q (195358.580000 sec): 3 clusters
  Score: Raw -1195710.062467 + Penalty 4449.901418 = -1191260.161049
  nChanged 13
		SP:Iteration 22Q (195358.800000 sec): 3 clusters
  Score: Raw -1195713.813218 + Penalty 4449.901418 = -1191263.911800
  nChanged 21
		SP:Iteration 23Q (195359.020000 sec): 3 clusters
  Score: Raw -1195719.575030 + Penalty 4449.901418 = -1191269.673612
  nChanged 12
		SP:Iteration 24Q (195359.260000 sec): 3 clusters
  Score: Raw -1195722.678305 + Penalty 4449.901418 = -1191272.776886
  nChanged 14
		SP:Iteration 25Q (195359.510000 sec): 3 clusters
  Score: Raw -1195725.332098 + Penalty 4449.901418 = -1191275.430680
  nChanged 10
		SP:Iteration 26Q (195359.760000 sec): 3 clusters
  Score: Raw -1195726.374554 + Penalty 4449.901418 = -1191276.473136
  nChanged 2
		SP:Iteration 27Q (195359.950000 sec): 3 clusters
  Score: Raw -1195727.024638 + Penalty 4449.901418 = -1191277.123220
  nChanged 6
		SP:Iteration 28Q (195360.190000 sec): 3 clusters
  Score: Raw -1195729.257420 + Penalty 4449.901418 = -1191279.356002
  nChanged 13
		SP:Iteration 29Q (195360.410000 sec): 3 clusters
  Score: Raw -1195731.318968 + Penalty 4449.901418 = -1191281.417550
  nChanged 9
		SP:Iteration 30Q (195360.620000 sec): 3 clusters
  Score: Raw -1195732.758761 + Penalty 4449.901418 = -1191282.857343
  nChanged 6
		SP:Iteration 31Q (195360.830000 sec): 3 clusters
  Score: Raw -1195733.680958 + Penalty 4449.901418 = -1191283.779540
  nChanged 7
		SP:Iteration 32Q (195361.040000 sec): 3 clusters
  Score: Raw -1195735.147318 + Penalty 4449.901418 = -1191285.245900
  nChanged 5
		SP:Iteration 33Q (195361.290000 sec): 3 clusters
  Score: Raw -1195736.084474 + Penalty 4449.901418 = -1191286.183056
  nChanged 8
		SP:Iteration 34Q (195361.490000 sec): 3 clusters
  Score: Raw -1195737.558577 + Penalty 4449.901418 = -1191287.657159
  nChanged 7
		SP:Iteration 35Q (195361.740000 sec): 3 clusters
  Score: Raw -1195738.645207 + Penalty 4449.901418 = -1191288.743789
  nChanged 7
		SP:Iteration 36Q (195361.940000 sec): 3 clusters
  Score: Raw -1195739.964559 + Penalty 4449.901418 = -1191290.063141
  nChanged 5
		SP:Iteration 37Q (195362.160000 sec): 3 clusters
  Score: Raw -1195740.557803 + Penalty 4449.901418 = -1191290.656385
  nChanged 4
		SP:Iteration 38Q (195362.390000 sec): 3 clusters
  Score: Raw -1195741.035398 + Penalty 4449.901418 = -1191291.133980
  nChanged 4
		SP:Iteration 39Q (195362.690000 sec): 3 clusters
  Score: Raw -1195741.678579 + Penalty 4449.901418 = -1191291.777161
  nChanged 1
		SP:Iteration 40F (195362.880000 sec): 3 clusters
  Score: Raw -1195741.816034 + Penalty 4449.901418 = -1191291.914616
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 36 (18731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195363.080000 sec): 2 clusters
  Score: Raw -3015074.840248 + Penalty 2439.807926 = -3012635.032322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195363.400000 sec): 3 clusters
  Score: Raw -3004262.237324 + Penalty 4879.615851 = -2999382.621473
  nChanged 8235
		SP:Iteration 1F (195363.700000 sec): 3 clusters
  Score: Raw -3008934.894378 + Penalty 4879.615851 = -3004055.278526
  nChanged 1180
		SP:Iteration 2F (195363.980000 sec): 3 clusters
  Score: Raw -3009530.450418 + Penalty 4879.615851 = -3004650.834566
  nChanged 1072
		SP:Iteration 3F (195364.280000 sec): 3 clusters
  Score: Raw -3010132.014270 + Penalty 4879.615851 = -3005252.398418
  nChanged 1092
		SP:Iteration 4F (195364.670000 sec): 3 clusters
  Score: Raw -3010763.255235 + Penalty 4879.615851 = -3005883.639383
  nChanged 1051
		SP:Iteration 5F (195364.960000 sec): 3 clusters
  Score: Raw -3011418.811361 + Penalty 4879.615851 = -3006539.195509
  nChanged 998
		SP:Iteration 6F (195365.300000 sec): 3 clusters
  Score: Raw -3012074.000540 + Penalty 4879.615851 = -3007194.384688
  nChanged 976
		SP:Iteration 7F (195365.560000 sec): 3 clusters
  Score: Raw -3012755.976862 + Penalty 4879.615851 = -3007876.361011
  nChanged 841
		SP:Iteration 8Q (195365.880000 sec): 3 clusters
  Score: Raw -3013405.159879 + Penalty 4879.615851 = -3008525.544027
  nChanged 748
		SP:Iteration 9Q (195366.180000 sec): 3 clusters
  Score: Raw -3013965.854028 + Penalty 4879.615851 = -3009086.238177
  nChanged 580
		SP:Iteration 10Q (195366.520000 sec): 3 clusters
  Score: Raw -3014365.885625 + Penalty 4879.615851 = -3009486.269773
  nChanged 457
		SP:Iteration 11Q (195366.820000 sec): 3 clusters
  Score: Raw -3014634.576349 + Penalty 4879.615851 = -3009754.960497
  nChanged 327
		SP:Iteration 12Q (195367.120000 sec): 3 clusters
  Score: Raw -3014799.453632 + Penalty 4879.615851 = -3009919.837780
  nChanged 286
		SP:Iteration 13Q (195367.460000 sec): 3 clusters
  Score: Raw -3014926.773346 + Penalty 4879.615851 = -3010047.157494
  nChanged 213
		SP:Iteration 14Q (195367.780000 sec): 3 clusters
  Score: Raw -3015011.351073 + Penalty 4879.615851 = -3010131.735222
  nChanged 156
		SP:Iteration 15Q (195368.080000 sec): 3 clusters
  Score: Raw -3015063.001431 + Penalty 4879.615851 = -3010183.385579
  nChanged 120
		SP:Iteration 16Q (195368.430000 sec): 3 clusters
  Score: Raw -3015099.336255 + Penalty 4879.615851 = -3010219.720403
  nChanged 111
		SP:Iteration 17Q (195368.740000 sec): 3 clusters
  Score: Raw -3015133.792620 + Penalty 4879.615851 = -3010254.176768
  nChanged 84
		SP:Iteration 18Q (195369.110000 sec): 3 clusters
  Score: Raw -3015157.300165 + Penalty 4879.615851 = -3010277.684314
  nChanged 76
		SP:Iteration 19Q (195369.410000 sec): 3 clusters
  Score: Raw -3015181.656975 + Penalty 4879.615851 = -3010302.041124
  nChanged 80
		SP:Iteration 20F (195369.740000 sec): 3 clusters
  Score: Raw -3015206.838686 + Penalty 4879.615851 = -3010327.222835
  nChanged 76
		SP:Iteration 21Q (195370.100000 sec): 3 clusters
  Score: Raw -3015232.043967 + Penalty 4879.615851 = -3010352.428116
  nChanged 61
		SP:Iteration 22Q (195370.420000 sec): 3 clusters
  Score: Raw -3015249.040196 + Penalty 4879.615851 = -3010369.424345
  nChanged 64
		SP:Iteration 23Q (195370.780000 sec): 3 clusters
  Score: Raw -3015268.187342 + Penalty 4879.615851 = -3010388.571490
  nChanged 81
		SP:Iteration 24Q (195371.070000 sec): 3 clusters
  Score: Raw -3015292.074665 + Penalty 4879.615851 = -3010412.458813
  nChanged 73
		SP:Iteration 25Q (195371.400000 sec): 3 clusters
  Score: Raw -3015311.498721 + Penalty 4879.615851 = -3010431.882870
  nChanged 65
		SP:Iteration 26Q (195371.670000 sec): 3 clusters
  Score: Raw -3015330.804595 + Penalty 4879.615851 = -3010451.188744
  nChanged 63
		SP:Iteration 27Q (195371.960000 sec): 3 clusters
  Score: Raw -3015345.544145 + Penalty 4879.615851 = -3010465.928293
  nChanged 52
		SP:Iteration 28Q (195372.370000 sec): 3 clusters
  Score: Raw -3015357.893000 + Penalty 4879.615851 = -3010478.277149
  nChanged 48
		SP:Iteration 29Q (195372.700000 sec): 3 clusters
  Score: Raw -3015369.061876 + Penalty 4879.615851 = -3010489.446025
  nChanged 44
		SP:Iteration 30Q (195373.050000 sec): 3 clusters
  Score: Raw -3015379.759229 + Penalty 4879.615851 = -3010500.143378
  nChanged 46
		SP:Iteration 31Q (195373.360000 sec): 3 clusters
  Score: Raw -3015392.783880 + Penalty 4879.615851 = -3010513.168028
  nChanged 36
		SP:Iteration 32Q (195373.680000 sec): 3 clusters
  Score: Raw -3015402.193472 + Penalty 4879.615851 = -3010522.577621
  nChanged 33
		SP:Iteration 33Q (195374.070000 sec): 3 clusters
  Score: Raw -3015410.795972 + Penalty 4879.615851 = -3010531.180121
  nChanged 30
		SP:Iteration 34Q (195374.370000 sec): 3 clusters
  Score: Raw -3015419.539498 + Penalty 4879.615851 = -3010539.923646
  nChanged 30
		SP:Iteration 35Q (195374.700000 sec): 3 clusters
  Score: Raw -3015427.244707 + Penalty 4879.615851 = -3010547.628855
  nChanged 30
		SP:Iteration 36Q (195375.000000 sec): 3 clusters
  Score: Raw -3015438.037265 + Penalty 4879.615851 = -3010558.421414
  nChanged 33
		SP:Iteration 37Q (195375.300000 sec): 3 clusters
  Score: Raw -3015448.260913 + Penalty 4879.615851 = -3010568.645062
  nChanged 29
		SP:Iteration 38Q (195375.540000 sec): 3 clusters
  Score: Raw -3015455.539246 + Penalty 4879.615851 = -3010575.923394
  nChanged 36
		SP:Iteration 39Q (195375.850000 sec): 3 clusters
  Score: Raw -3015468.404578 + Penalty 4879.615851 = -3010588.788726
  nChanged 35
		SP:Iteration 40F (195376.190000 sec): 3 clusters
  Score: Raw -3015480.815302 + Penalty 4879.615851 = -3010601.199450
  nChanged 23
		SP:Iteration 41Q (195376.510000 sec): 3 clusters
  Score: Raw -3015487.387248 + Penalty 4879.615851 = -3010607.771396
  nChanged 18
		SP:Iteration 42Q (195376.800000 sec): 3 clusters
  Score: Raw -3015491.662497 + Penalty 4879.615851 = -3010612.046646
  nChanged 18
		SP:Iteration 43Q (195377.170000 sec): 3 clusters
  Score: Raw -3015496.377364 + Penalty 4879.615851 = -3010616.761513
  nChanged 11
		SP:Iteration 44Q (195377.530000 sec): 3 clusters
  Score: Raw -3015500.022744 + Penalty 4879.615851 = -3010620.406892
  nChanged 16
		SP:Iteration 45Q (195377.890000 sec): 3 clusters
  Score: Raw -3015504.335759 + Penalty 4879.615851 = -3010624.719908
  nChanged 15
		SP:Iteration 46Q (195378.170000 sec): 3 clusters
  Score: Raw -3015508.279210 + Penalty 4879.615851 = -3010628.663358
  nChanged 14
		SP:Iteration 47Q (195378.490000 sec): 3 clusters
  Score: Raw -3015512.116898 + Penalty 4879.615851 = -3010632.501047
  nChanged 11
		SP:Iteration 48Q (195378.800000 sec): 3 clusters
  Score: Raw -3015514.736089 + Penalty 4879.615851 = -3010635.120238
  nChanged 8
		SP:Iteration 49Q (195379.100000 sec): 3 clusters
  Score: Raw -3015517.133886 + Penalty 4879.615851 = -3010637.518035
  nChanged 14
		SP:Iteration 50Q (195379.400000 sec): 3 clusters
  Score: Raw -3015521.008029 + Penalty 4879.615851 = -3010641.392177
  nChanged 22
		SP:Iteration 51Q (195379.680000 sec): 3 clusters
  Score: Raw -3015527.891758 + Penalty 4879.615851 = -3010648.275906
  nChanged 23
		SP:Iteration 52Q (195380.000000 sec): 3 clusters
  Score: Raw -3015533.706631 + Penalty 4879.615851 = -3010654.090780
  nChanged 18
		SP:Iteration 53Q (195380.300000 sec): 3 clusters
  Score: Raw -3015537.563456 + Penalty 4879.615851 = -3010657.947604
  nChanged 13
		SP:Iteration 54Q (195380.660000 sec): 3 clusters
  Score: Raw -3015541.258382 + Penalty 4879.615851 = -3010661.642531
  nChanged 12
		SP:Iteration 55Q (195380.960000 sec): 3 clusters
  Score: Raw -3015543.695816 + Penalty 4879.615851 = -3010664.079965
  nChanged 5
		SP:Iteration 56Q (195381.180000 sec): 3 clusters
  Score: Raw -3015544.452154 + Penalty 4879.615851 = -3010664.836303
  nChanged 3
		SP:Iteration 57Q (195381.440000 sec): 3 clusters
  Score: Raw -3015544.867997 + Penalty 4879.615851 = -3010665.252146
  nChanged 2
		SP:Iteration 58Q (195381.700000 sec): 3 clusters
  Score: Raw -3015545.326253 + Penalty 4879.615851 = -3010665.710401
  nChanged 1
		SP:Iteration 59Q (195382.000000 sec): 3 clusters
  Score: Raw -3015545.582774 + Penalty 4879.615851 = -3010665.966922
  nChanged 1
		SP:Iteration 60F (195382.280000 sec): 3 clusters
  Score: Raw -3015545.766358 + Penalty 4879.615851 = -3010666.150506
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 37 (23579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195382.560000 sec): 2 clusters
  Score: Raw -3879459.965685 + Penalty 2496.891718 = -3876963.073967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195382.950000 sec): 3 clusters
  Score: Raw -3865484.389362 + Penalty 4993.783435 = -3860490.605927
  nChanged 10532
		SP:Iteration 1F (195383.270000 sec): 3 clusters
  Score: Raw -3871101.228605 + Penalty 4993.783435 = -3866107.445170
  nChanged 1061
		SP:Iteration 2Q (195383.560000 sec): 3 clusters
  Score: Raw -3871450.532870 + Penalty 4993.783435 = -3866456.749434
  nChanged 971
		SP:Iteration 3Q (195383.940000 sec): 3 clusters
  Score: Raw -3871780.434113 + Penalty 4993.783435 = -3866786.650678
  nChanged 941
		SP:Iteration 4Q (195384.280000 sec): 3 clusters
  Score: Raw -3872127.074814 + Penalty 4993.783435 = -3867133.291379
  nChanged 965
		SP:Iteration 5Q (195384.680000 sec): 3 clusters
  Score: Raw -3872537.371164 + Penalty 4993.783435 = -3867543.587729
  nChanged 1089
		SP:Iteration 6Q (195385.080000 sec): 3 clusters
  Score: Raw -3873100.402328 + Penalty 4993.783435 = -3868106.618893
  nChanged 1312
		SP:Iteration 7F (195385.520000 sec): 3 clusters
  Score: Raw -3873914.361684 + Penalty 4993.783435 = -3868920.578248
  nChanged 1517
		SP:Iteration 8F (195385.910000 sec): 3 clusters
  Score: Raw -3875044.429642 + Penalty 4993.783435 = -3870050.646207
  nChanged 1620
		SP:Iteration 9F (195386.350000 sec): 3 clusters
  Score: Raw -3876454.413088 + Penalty 4993.783435 = -3871460.629653
  nChanged 1435
		SP:Iteration 10F (195386.730000 sec): 3 clusters
  Score: Raw -3877826.798882 + Penalty 4993.783435 = -3872833.015447
  nChanged 1002
		SP:Iteration 11Q (195387.160000 sec): 3 clusters
  Score: Raw -3878791.962419 + Penalty 4993.783435 = -3873798.178984
  nChanged 500
		SP:Iteration 12Q (195387.560000 sec): 3 clusters
  Score: Raw -3879299.631194 + Penalty 4993.783435 = -3874305.847759
  nChanged 208
		SP:Iteration 13Q (195387.950000 sec): 3 clusters
  Score: Raw -3879514.898675 + Penalty 4993.783435 = -3874521.115239
  nChanged 92
		SP:Iteration 14Q (195388.360000 sec): 3 clusters
  Score: Raw -3879620.785131 + Penalty 4993.783435 = -3874627.001695
  nChanged 47
		SP:Iteration 15Q (195388.620000 sec): 3 clusters
  Score: Raw -3879671.823894 + Penalty 4993.783435 = -3874678.040458
  nChanged 21
		SP:Iteration 16Q (195388.910000 sec): 3 clusters
  Score: Raw -3879695.030178 + Penalty 4993.783435 = -3874701.246743
  nChanged 13
		SP:Iteration 17Q (195389.210000 sec): 3 clusters
  Score: Raw -3879709.285832 + Penalty 4993.783435 = -3874715.502397
  nChanged 7
		SP:Iteration 18Q (195389.550000 sec): 3 clusters
  Score: Raw -3879716.175512 + Penalty 4993.783435 = -3874722.392077
  nChanged 6
		SP:Iteration 19Q (195389.870000 sec): 3 clusters
  Score: Raw -3879722.658097 + Penalty 4993.783435 = -3874728.874662
  nChanged 5
		SP:Iteration 20F (195390.250000 sec): 3 clusters
  Score: Raw -3879730.785516 + Penalty 4993.783435 = -3874737.002081
  nChanged 3
		SP:Iteration 21Q (195390.550000 sec): 3 clusters
  Score: Raw -3879733.844293 + Penalty 4993.783435 = -3874740.060858
  nChanged 2
		SP:Iteration 22Q (195390.890000 sec): 3 clusters
  Score: Raw -3879735.553151 + Penalty 4993.783435 = -3874741.769716
  nChanged 2
		SP:Iteration 23Q (195391.190000 sec): 3 clusters
  Score: Raw -3879737.250977 + Penalty 4993.783435 = -3874743.467542
  nChanged 0
		SP:Iteration 24F (195391.560000 sec): 3 clusters
  Score: Raw -3879737.250977 + Penalty 4993.783435 = -3874743.467542
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 38 (4742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195391.670000 sec): 2 clusters
  Score: Raw -663919.151873 + Penalty 2099.125138 = -661820.026735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195391.900000 sec): 3 clusters
  Score: Raw -661752.809479 + Penalty 4198.250276 = -657554.559203
  nChanged 1758
		SP:Iteration 1F (195392.090000 sec): 3 clusters
  Score: Raw -663079.830847 + Penalty 4198.250276 = -658881.580570
  nChanged 454
		SP:Iteration 2F (195392.450000 sec): 3 clusters
  Score: Raw -663452.666280 + Penalty 4198.250276 = -659254.416004
  nChanged 338
		SP:Iteration 3F (195392.650000 sec): 3 clusters
  Score: Raw -663721.413922 + Penalty 4198.250276 = -659523.163646
  nChanged 225
		SP:Iteration 4Q (195392.910000 sec): 3 clusters
  Score: Raw -663875.581016 + Penalty 4198.250276 = -659677.330740
  nChanged 166
		SP:Iteration 5Q (195393.120000 sec): 3 clusters
  Score: Raw -663976.705968 + Penalty 4198.250276 = -659778.455691
  nChanged 129
		SP:Iteration 6Q (195393.340000 sec): 3 clusters
  Score: Raw -664052.461562 + Penalty 4198.250276 = -659854.211285
  nChanged 103
		SP:Iteration 7Q (195393.570000 sec): 3 clusters
  Score: Raw -664109.974747 + Penalty 4198.250276 = -659911.724470
  nChanged 87
		SP:Iteration 8Q (195393.820000 sec): 3 clusters
  Score: Raw -664160.266091 + Penalty 4198.250276 = -659962.015815
  nChanged 90
		SP:Iteration 9Q (195394.050000 sec): 3 clusters
  Score: Raw -664216.515800 + Penalty 4198.250276 = -660018.265524
  nChanged 93
		SP:Iteration 10Q (195394.270000 sec): 3 clusters
  Score: Raw -664277.671433 + Penalty 4198.250276 = -660079.421157
  nChanged 87
		SP:Iteration 11Q (195394.550000 sec): 3 clusters
  Score: Raw -664334.165855 + Penalty 4198.250276 = -660135.915579
  nChanged 92
		SP:Iteration 12Q (195394.820000 sec): 3 clusters
  Score: Raw -664395.369871 + Penalty 4198.250276 = -660197.119595
  nChanged 88
		SP:Iteration 13Q (195395.000000 sec): 3 clusters
  Score: Raw -664443.688728 + Penalty 4198.250276 = -660245.438452
  nChanged 59
		SP:Iteration 14Q (195395.260000 sec): 3 clusters
  Score: Raw -664485.571970 + Penalty 4198.250276 = -660287.321693
  nChanged 58
		SP:Iteration 15Q (195395.430000 sec): 3 clusters
  Score: Raw -664512.658604 + Penalty 4198.250276 = -660314.408328
  nChanged 48
		SP:Iteration 16Q (195395.640000 sec): 3 clusters
  Score: Raw -664532.021736 + Penalty 4198.250276 = -660333.771459
  nChanged 31
		SP:Iteration 17Q (195395.860000 sec): 3 clusters
  Score: Raw -664544.744680 + Penalty 4198.250276 = -660346.494403
  nChanged 32
		SP:Iteration 18Q (195396.070000 sec): 3 clusters
  Score: Raw -664563.588463 + Penalty 4198.250276 = -660365.338186
  nChanged 36
		SP:Iteration 19Q (195396.280000 sec): 3 clusters
  Score: Raw -664586.202749 + Penalty 4198.250276 = -660387.952473
  nChanged 33
		SP:Iteration 20F (195396.520000 sec): 3 clusters
  Score: Raw -664603.911887 + Penalty 4198.250276 = -660405.661611
  nChanged 37
		SP:Iteration 21Q (195396.700000 sec): 3 clusters
  Score: Raw -664626.168388 + Penalty 4198.250276 = -660427.918112
  nChanged 39
		SP:Iteration 22Q (195396.870000 sec): 3 clusters
  Score: Raw -664651.030394 + Penalty 4198.250276 = -660452.780118
  nChanged 45
		SP:Iteration 23Q (195397.040000 sec): 3 clusters
  Score: Raw -664674.500913 + Penalty 4198.250276 = -660476.250637
  nChanged 35
		SP:Iteration 24Q (195397.240000 sec): 3 clusters
  Score: Raw -664697.277674 + Penalty 4198.250276 = -660499.027397
  nChanged 39
		SP:Iteration 25Q (195397.450000 sec): 3 clusters
  Score: Raw -664715.742681 + Penalty 4198.250276 = -660517.492405
  nChanged 27
		SP:Iteration 26Q (195397.720000 sec): 3 clusters
  Score: Raw -664725.461335 + Penalty 4198.250276 = -660527.211059
  nChanged 23
		SP:Iteration 27Q (195397.930000 sec): 3 clusters
  Score: Raw -664734.666119 + Penalty 4198.250276 = -660536.415843
  nChanged 22
		SP:Iteration 28Q (195398.120000 sec): 3 clusters
  Score: Raw -664746.670388 + Penalty 4198.250276 = -660548.420111
  nChanged 22
		SP:Iteration 29Q (195398.350000 sec): 3 clusters
  Score: Raw -664757.498405 + Penalty 4198.250276 = -660559.248129
  nChanged 19
		SP:Iteration 30Q (195398.580000 sec): 3 clusters
  Score: Raw -664767.579554 + Penalty 4198.250276 = -660569.329278
  nChanged 15
		SP:Iteration 31Q (195398.800000 sec): 3 clusters
  Score: Raw -664773.847540 + Penalty 4198.250276 = -660575.597264
  nChanged 15
		SP:Iteration 32Q (195399.020000 sec): 3 clusters
  Score: Raw -664787.796170 + Penalty 4198.250276 = -660589.545894
  nChanged 16
		SP:Iteration 33Q (195399.240000 sec): 3 clusters
  Score: Raw -664794.538112 + Penalty 4198.250276 = -660596.287836
  nChanged 15
		SP:Iteration 34Q (195399.460000 sec): 3 clusters
  Score: Raw -664799.266012 + Penalty 4198.250276 = -660601.015736
  nChanged 7
		SP:Iteration 35Q (195399.700000 sec): 3 clusters
  Score: Raw -664800.865418 + Penalty 4198.250276 = -660602.615142
  nChanged 2
		SP:Iteration 36Q (195399.920000 sec): 3 clusters
  Score: Raw -664801.958195 + Penalty 4198.250276 = -660603.707918
  nChanged 2
		SP:Iteration 37Q (195400.160000 sec): 3 clusters
  Score: Raw -664802.394265 + Penalty 4198.250276 = -660604.143989
  nChanged 2
		SP:Iteration 38Q (195400.380000 sec): 3 clusters
  Score: Raw -664802.903394 + Penalty 4198.250276 = -660604.653118
  nChanged 0
		SP:Iteration 39F (195400.620000 sec): 3 clusters
  Score: Raw -664802.903394 + Penalty 4198.250276 = -660604.653118
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 39 (37283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195400.960000 sec): 2 clusters
  Score: Raw -5938007.282524 + Penalty 2610.520599 = -5935396.761925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195401.470000 sec): 3 clusters
  Score: Raw -5915384.062391 + Penalty 5221.041198 = -5910163.021194
  nChanged 17053
		SP:Iteration 1F (195401.930000 sec): 3 clusters
  Score: Raw -5924525.861818 + Penalty 5221.041198 = -5919304.820620
  nChanged 1743
		SP:Iteration 2Q (195402.440000 sec): 3 clusters
  Score: Raw -5925117.333770 + Penalty 5221.041198 = -5919896.292572
  nChanged 1718
		SP:Iteration 3Q (195402.940000 sec): 3 clusters
  Score: Raw -5925719.524444 + Penalty 5221.041198 = -5920498.483246
  nChanged 1760
		SP:Iteration 4Q (195403.460000 sec): 3 clusters
  Score: Raw -5926462.636344 + Penalty 5221.041198 = -5921241.595146
  nChanged 1996
		SP:Iteration 5F (195403.970000 sec): 3 clusters
  Score: Raw -5927482.471891 + Penalty 5221.041198 = -5922261.430693
  nChanged 2253
		SP:Iteration 6F (195404.540000 sec): 3 clusters
  Score: Raw -5928845.918703 + Penalty 5221.041198 = -5923624.877505
  nChanged 2384
		SP:Iteration 7F (195405.030000 sec): 3 clusters
  Score: Raw -5930469.802046 + Penalty 5221.041198 = -5925248.760848
  nChanged 2367
		SP:Iteration 8F (195405.510000 sec): 3 clusters
  Score: Raw -5932204.951205 + Penalty 5221.041198 = -5926983.910007
  nChanged 2100
		SP:Iteration 9F (195405.960000 sec): 3 clusters
  Score: Raw -5933792.285599 + Penalty 5221.041198 = -5928571.244401
  nChanged 1791
		SP:Iteration 10Q (195406.510000 sec): 3 clusters
  Score: Raw -5935215.222672 + Penalty 5221.041198 = -5929994.181474
  nChanged 1417
		SP:Iteration 11Q (195407.040000 sec): 3 clusters
  Score: Raw -5936400.236806 + Penalty 5221.041198 = -5931179.195608
  nChanged 961
		SP:Iteration 12Q (195407.640000 sec): 3 clusters
  Score: Raw -5937224.498998 + Penalty 5221.041198 = -5932003.457801
  nChanged 579
		SP:Iteration 13Q (195408.170000 sec): 3 clusters
  Score: Raw -5937739.870577 + Penalty 5221.041198 = -5932518.829380
  nChanged 347
		SP:Iteration 14Q (195408.660000 sec): 3 clusters
  Score: Raw -5938044.369471 + Penalty 5221.041198 = -5932823.328273
  nChanged 188
		SP:Iteration 15Q (195409.070000 sec): 3 clusters
  Score: Raw -5938209.140531 + Penalty 5221.041198 = -5932988.099333
  nChanged 120
		SP:Iteration 16Q (195409.380000 sec): 3 clusters
  Score: Raw -5938302.532122 + Penalty 5221.041198 = -5933081.490924
  nChanged 74
		SP:Iteration 17Q (195409.740000 sec): 3 clusters
  Score: Raw -5938361.039576 + Penalty 5221.041198 = -5933139.998378
  nChanged 56
		SP:Iteration 18Q (195410.100000 sec): 3 clusters
  Score: Raw -5938409.327272 + Penalty 5221.041198 = -5933188.286075
  nChanged 43
		SP:Iteration 19Q (195410.460000 sec): 3 clusters
  Score: Raw -5938445.915848 + Penalty 5221.041198 = -5933224.874650
  nChanged 40
		SP:Iteration 20F (195410.870000 sec): 3 clusters
  Score: Raw -5938484.815732 + Penalty 5221.041198 = -5933263.774534
  nChanged 31
		SP:Iteration 21Q (195411.190000 sec): 3 clusters
  Score: Raw -5938509.338308 + Penalty 5221.041198 = -5933288.297110
  nChanged 20
		SP:Iteration 22Q (195411.600000 sec): 3 clusters
  Score: Raw -5938526.219414 + Penalty 5221.041198 = -5933305.178216
  nChanged 19
		SP:Iteration 23Q (195412.050000 sec): 3 clusters
  Score: Raw -5938544.010887 + Penalty 5221.041198 = -5933322.969689
  nChanged 16
		SP:Iteration 24Q (195412.470000 sec): 3 clusters
  Score: Raw -5938555.506121 + Penalty 5221.041198 = -5933334.464923
  nChanged 14
		SP:Iteration 25Q (195412.920000 sec): 3 clusters
  Score: Raw -5938563.980922 + Penalty 5221.041198 = -5933342.939724
  nChanged 6
		SP:Iteration 26Q (195413.280000 sec): 3 clusters
  Score: Raw -5938567.279298 + Penalty 5221.041198 = -5933346.238100
  nChanged 3
		SP:Iteration 27Q (195413.700000 sec): 3 clusters
  Score: Raw -5938569.564178 + Penalty 5221.041198 = -5933348.522980
  nChanged 4
		SP:Iteration 28Q (195414.170000 sec): 3 clusters
  Score: Raw -5938572.393482 + Penalty 5221.041198 = -5933351.352284
  nChanged 4
		SP:Iteration 29Q (195414.570000 sec): 3 clusters
  Score: Raw -5938574.581012 + Penalty 5221.041198 = -5933353.539814
  nChanged 4
		SP:Iteration 30Q (195414.960000 sec): 3 clusters
  Score: Raw -5938576.690106 + Penalty 5221.041198 = -5933355.648908
  nChanged 4
		SP:Iteration 31Q (195415.420000 sec): 3 clusters
  Score: Raw -5938579.170595 + Penalty 5221.041198 = -5933358.129397
  nChanged 2
		SP:Iteration 32Q (195415.830000 sec): 3 clusters
  Score: Raw -5938580.452531 + Penalty 5221.041198 = -5933359.411333
  nChanged 5
		SP:Iteration 33Q (195416.220000 sec): 3 clusters
  Score: Raw -5938582.906257 + Penalty 5221.041198 = -5933361.865059
  nChanged 4
		SP:Iteration 34Q (195416.530000 sec): 3 clusters
  Score: Raw -5938587.113359 + Penalty 5221.041198 = -5933366.072161
  nChanged 6
		SP:Iteration 35Q (195416.970000 sec): 3 clusters
  Score: Raw -5938591.390748 + Penalty 5221.041198 = -5933370.349550
  nChanged 6
		SP:Iteration 36Q (195417.380000 sec): 3 clusters
  Score: Raw -5938594.331456 + Penalty 5221.041198 = -5933373.290258
  nChanged 6
		SP:Iteration 37Q (195417.900000 sec): 3 clusters
  Score: Raw -5938598.086816 + Penalty 5221.041198 = -5933377.045618
  nChanged 5
		SP:Iteration 38Q (195418.350000 sec): 3 clusters
  Score: Raw -5938601.350962 + Penalty 5221.041198 = -5933380.309764
  nChanged 5
		SP:Iteration 39Q (195418.840000 sec): 3 clusters
  Score: Raw -5938603.682613 + Penalty 5221.041198 = -5933382.641415
  nChanged 3
		SP:Iteration 40F (195419.320000 sec): 3 clusters
  Score: Raw -5938606.664397 + Penalty 5221.041198 = -5933385.623199
  nChanged 5
		SP:Iteration 41Q (195419.700000 sec): 3 clusters
  Score: Raw -5938609.847752 + Penalty 5221.041198 = -5933388.806554
  nChanged 5
		SP:Iteration 42Q (195420.040000 sec): 3 clusters
  Score: Raw -5938611.502981 + Penalty 5221.041198 = -5933390.461783
  nChanged 2
		SP:Iteration 43Q (195420.450000 sec): 3 clusters
  Score: Raw -5938611.914844 + Penalty 5221.041198 = -5933390.873646
  nChanged 2
		SP:Iteration 44Q (195420.830000 sec): 3 clusters
  Score: Raw -5938613.281090 + Penalty 5221.041198 = -5933392.239892
  nChanged 3
		SP:Iteration 45Q (195421.280000 sec): 3 clusters
  Score: Raw -5938615.255027 + Penalty 5221.041198 = -5933394.213829
  nChanged 2
		SP:Iteration 46Q (195421.690000 sec): 3 clusters
  Score: Raw -5938617.131443 + Penalty 5221.041198 = -5933396.090245
  nChanged 1
		SP:Iteration 47Q (195422.070000 sec): 3 clusters
  Score: Raw -5938617.597285 + Penalty 5221.041198 = -5933396.556087
  nChanged 0
		SP:Iteration 48F (195422.620000 sec): 3 clusters
  Score: Raw -5938617.597285 + Penalty 5221.041198 = -5933396.556087
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 40 (141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195422.740000 sec): 2 clusters
  Score: Raw -16549.680434 + Penalty 1227.292453 = -15322.387981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195422.890000 sec): 3 clusters
  Score: Raw -17111.346676 + Penalty 2454.584906 = -14656.761770
  nChanged 26
		SP:Iteration 1F (195423.110000 sec): 3 clusters
  Score: Raw -17270.017691 + Penalty 2454.584906 = -14815.432785
  nChanged 4
		SP:Iteration 2Q (195423.350000 sec): 3 clusters
  Score: Raw -17289.022126 + Penalty 2454.584906 = -14834.437220
  nChanged 2
		SP:Iteration 3Q (195423.470000 sec): 3 clusters
  Score: Raw -17297.058875 + Penalty 2454.584906 = -14842.473970
  nChanged 1
		SP:Iteration 4Q (195423.630000 sec): 3 clusters
  Score: Raw -17302.866510 + Penalty 2454.584906 = -14848.281605
  nChanged 0
		SP:Iteration 5F (195423.770000 sec): 3 clusters
  Score: Raw -17302.866510 + Penalty 2454.584906 = -14848.281605
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 41 (32615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195424.100000 sec): 2 clusters
  Score: Raw -4842411.045582 + Penalty 2577.346841 = -4839833.698741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195424.530000 sec): 3 clusters
  Score: Raw -4822535.218887 + Penalty 5154.693682 = -4817380.525205
  nChanged 14945
		SP:Iteration 1F (195424.900000 sec): 3 clusters
  Score: Raw -4831682.584612 + Penalty 5154.693682 = -4826527.890930
  nChanged 2257
		SP:Iteration 2F (195425.300000 sec): 3 clusters
  Score: Raw -4833033.523689 + Penalty 5154.693682 = -4827878.830007
  nChanged 2185
		SP:Iteration 3F (195425.810000 sec): 3 clusters
  Score: Raw -4834272.078723 + Penalty 5154.693682 = -4829117.385041
  nChanged 1997
		SP:Iteration 4F (195426.280000 sec): 3 clusters
  Score: Raw -4835301.512056 + Penalty 5154.693682 = -4830146.818374
  nChanged 1722
		SP:Iteration 5F (195426.710000 sec): 3 clusters
  Score: Raw -4836147.236622 + Penalty 5154.693682 = -4830992.542940
  nChanged 1517
		SP:Iteration 6Q (195427.160000 sec): 3 clusters
  Score: Raw -4836858.260608 + Penalty 5154.693682 = -4831703.566926
  nChanged 1375
		SP:Iteration 7Q (195427.630000 sec): 3 clusters
  Score: Raw -4837437.669646 + Penalty 5154.693682 = -4832282.975964
  nChanged 1119
		SP:Iteration 8Q (195428.070000 sec): 3 clusters
  Score: Raw -4837864.213626 + Penalty 5154.693682 = -4832709.519944
  nChanged 925
		SP:Iteration 9Q (195428.480000 sec): 3 clusters
  Score: Raw -4838197.628060 + Penalty 5154.693682 = -4833042.934379
  nChanged 792
		SP:Iteration 10Q (195428.920000 sec): 3 clusters
  Score: Raw -4838481.971285 + Penalty 5154.693682 = -4833327.277604
  nChanged 724
		SP:Iteration 11Q (195429.320000 sec): 3 clusters
  Score: Raw -4838723.659034 + Penalty 5154.693682 = -4833568.965353
  nChanged 629
		SP:Iteration 12Q (195429.800000 sec): 3 clusters
  Score: Raw -4838905.806756 + Penalty 5154.693682 = -4833751.113075
  nChanged 560
		SP:Iteration 13Q (195430.210000 sec): 3 clusters
  Score: Raw -4839051.809181 + Penalty 5154.693682 = -4833897.115499
  nChanged 434
		SP:Iteration 14Q (195430.650000 sec): 3 clusters
  Score: Raw -4839165.754145 + Penalty 5154.693682 = -4834011.060463
  nChanged 407
		SP:Iteration 15Q (195431.130000 sec): 3 clusters
  Score: Raw -4839260.125956 + Penalty 5154.693682 = -4834105.432274
  nChanged 357
		SP:Iteration 16Q (195431.600000 sec): 3 clusters
  Score: Raw -4839343.167625 + Penalty 5154.693682 = -4834188.473943
  nChanged 352
		SP:Iteration 17Q (195432.090000 sec): 3 clusters
  Score: Raw -4839425.549517 + Penalty 5154.693682 = -4834270.855835
  nChanged 329
		SP:Iteration 18Q (195432.590000 sec): 3 clusters
  Score: Raw -4839502.190594 + Penalty 5154.693682 = -4834347.496913
  nChanged 314
		SP:Iteration 19Q (195433.030000 sec): 3 clusters
  Score: Raw -4839573.910292 + Penalty 5154.693682 = -4834419.216611
  nChanged 313
		SP:Iteration 20F (195433.490000 sec): 3 clusters
  Score: Raw -4839641.209804 + Penalty 5154.693682 = -4834486.516122
  nChanged 323
		SP:Iteration 21Q (195434.010000 sec): 3 clusters
  Score: Raw -4839718.882343 + Penalty 5154.693682 = -4834564.188661
  nChanged 340
		SP:Iteration 22Q (195434.450000 sec): 3 clusters
  Score: Raw -4839795.027238 + Penalty 5154.693682 = -4834640.333556
  nChanged 330
		SP:Iteration 23Q (195434.870000 sec): 3 clusters
  Score: Raw -4839874.642443 + Penalty 5154.693682 = -4834719.948761
  nChanged 336
		SP:Iteration 24Q (195435.300000 sec): 3 clusters
  Score: Raw -4839953.618061 + Penalty 5154.693682 = -4834798.924379
  nChanged 343
		SP:Iteration 25Q (195435.720000 sec): 3 clusters
  Score: Raw -4840036.688184 + Penalty 5154.693682 = -4834881.994502
  nChanged 349
		SP:Iteration 26Q (195436.180000 sec): 3 clusters
  Score: Raw -4840132.196139 + Penalty 5154.693682 = -4834977.502458
  nChanged 393
		SP:Iteration 27Q (195436.640000 sec): 3 clusters
  Score: Raw -4840233.372250 + Penalty 5154.693682 = -4835078.678568
  nChanged 382
		SP:Iteration 28Q (195437.110000 sec): 3 clusters
  Score: Raw -4840338.179894 + Penalty 5154.693682 = -4835183.486212
  nChanged 376
		SP:Iteration 29Q (195437.570000 sec): 3 clusters
  Score: Raw -4840439.870388 + Penalty 5154.693682 = -4835285.176706
  nChanged 374
		SP:Iteration 30Q (195438.030000 sec): 3 clusters
  Score: Raw -4840534.169886 + Penalty 5154.693682 = -4835379.476204
  nChanged 386
		SP:Iteration 31Q (195438.520000 sec): 3 clusters
  Score: Raw -4840644.057128 + Penalty 5154.693682 = -4835489.363446
  nChanged 396
		SP:Iteration 32Q (195438.910000 sec): 3 clusters
  Score: Raw -4840750.201345 + Penalty 5154.693682 = -4835595.507664
  nChanged 382
		SP:Iteration 33Q (195439.330000 sec): 3 clusters
  Score: Raw -4840856.860143 + Penalty 5154.693682 = -4835702.166461
  nChanged 426
		SP:Iteration 34Q (195439.750000 sec): 3 clusters
  Score: Raw -4840982.365056 + Penalty 5154.693682 = -4835827.671374
  nChanged 424
		SP:Iteration 35Q (195440.180000 sec): 3 clusters
  Score: Raw -4841108.316570 + Penalty 5154.693682 = -4835953.622888
  nChanged 393
		SP:Iteration 36Q (195440.600000 sec): 3 clusters
  Score: Raw -4841223.666629 + Penalty 5154.693682 = -4836068.972947
  nChanged 383
		SP:Iteration 37Q (195441.020000 sec): 3 clusters
  Score: Raw -4841337.436315 + Penalty 5154.693682 = -4836182.742634
  nChanged 388
		SP:Iteration 38Q (195441.450000 sec): 3 clusters
  Score: Raw -4841455.759536 + Penalty 5154.693682 = -4836301.065854
  nChanged 389
		SP:Iteration 39Q (195441.880000 sec): 3 clusters
  Score: Raw -4841575.904878 + Penalty 5154.693682 = -4836421.211196
  nChanged 401
		SP:Iteration 40F (195442.300000 sec): 3 clusters
  Score: Raw -4841704.122157 + Penalty 5154.693682 = -4836549.428476
  nChanged 401
		SP:Iteration 41Q (195442.730000 sec): 3 clusters
  Score: Raw -4841836.107532 + Penalty 5154.693682 = -4836681.413850
  nChanged 374
		SP:Iteration 42Q (195443.150000 sec): 3 clusters
  Score: Raw -4841947.263211 + Penalty 5154.693682 = -4836792.569529
  nChanged 352
		SP:Iteration 43Q (195443.570000 sec): 3 clusters
  Score: Raw -4842045.407646 + Penalty 5154.693682 = -4836890.713964
  nChanged 307
		SP:Iteration 44Q (195444.000000 sec): 3 clusters
  Score: Raw -4842127.696414 + Penalty 5154.693682 = -4836973.002732
  nChanged 312
		SP:Iteration 45Q (195444.430000 sec): 3 clusters
  Score: Raw -4842214.567223 + Penalty 5154.693682 = -4837059.873541
  nChanged 285
		SP:Iteration 46Q (195444.850000 sec): 3 clusters
  Score: Raw -4842293.557851 + Penalty 5154.693682 = -4837138.864169
  nChanged 250
		SP:Iteration 47Q (195445.240000 sec): 3 clusters
  Score: Raw -4842366.801221 + Penalty 5154.693682 = -4837212.107540
  nChanged 249
		SP:Iteration 48Q (195445.660000 sec): 3 clusters
  Score: Raw -4842441.328818 + Penalty 5154.693682 = -4837286.635136
  nChanged 224
		SP:Iteration 49Q (195446.050000 sec): 3 clusters
  Score: Raw -4842512.046761 + Penalty 5154.693682 = -4837357.353079
  nChanged 219
		SP:Iteration 50Q (195446.480000 sec): 3 clusters
  Score: Raw -4842593.664150 + Penalty 5154.693682 = -4837438.970468
  nChanged 228
		SP:Iteration 51Q (195446.910000 sec): 3 clusters
  Score: Raw -4842682.181108 + Penalty 5154.693682 = -4837527.487426
  nChanged 210
		SP:Iteration 52Q (195447.340000 sec): 3 clusters
  Score: Raw -4842757.106010 + Penalty 5154.693682 = -4837602.412329
  nChanged 181
		SP:Iteration 53Q (195447.770000 sec): 3 clusters
  Score: Raw -4842816.877998 + Penalty 5154.693682 = -4837662.184316
  nChanged 160
		SP:Iteration 54Q (195448.200000 sec): 3 clusters
  Score: Raw -4842873.924869 + Penalty 5154.693682 = -4837719.231188
  nChanged 162
		SP:Iteration 55Q (195448.630000 sec): 3 clusters
  Score: Raw -4842928.363598 + Penalty 5154.693682 = -4837773.669916
  nChanged 148
		SP:Iteration 56Q (195449.060000 sec): 3 clusters
  Score: Raw -4842973.136409 + Penalty 5154.693682 = -4837818.442728
  nChanged 117
		SP:Iteration 57Q (195449.490000 sec): 3 clusters
  Score: Raw -4843007.617465 + Penalty 5154.693682 = -4837852.923783
  nChanged 108
		SP:Iteration 58Q (195449.920000 sec): 3 clusters
  Score: Raw -4843040.704538 + Penalty 5154.693682 = -4837886.010856
  nChanged 98
		SP:Iteration 59Q (195450.340000 sec): 3 clusters
  Score: Raw -4843066.730745 + Penalty 5154.693682 = -4837912.037064
  nChanged 82
		SP:Iteration 60F (195450.740000 sec): 3 clusters
  Score: Raw -4843090.970732 + Penalty 5154.693682 = -4837936.277050
  nChanged 77
		SP:Iteration 61Q (195451.160000 sec): 3 clusters
  Score: Raw -4843114.161393 + Penalty 5154.693682 = -4837959.467711
  nChanged 72
		SP:Iteration 62Q (195451.500000 sec): 3 clusters
  Score: Raw -4843139.596382 + Penalty 5154.693682 = -4837984.902701
  nChanged 65
		SP:Iteration 63Q (195451.900000 sec): 3 clusters
  Score: Raw -4843160.029835 + Penalty 5154.693682 = -4838005.336153
  nChanged 52
		SP:Iteration 64Q (195452.210000 sec): 3 clusters
  Score: Raw -4843176.844582 + Penalty 5154.693682 = -4838022.150900
  nChanged 37
		SP:Iteration 65Q (195452.520000 sec): 3 clusters
  Score: Raw -4843188.104116 + Penalty 5154.693682 = -4838033.410435
  nChanged 33
		SP:Iteration 66Q (195452.940000 sec): 3 clusters
  Score: Raw -4843196.734541 + Penalty 5154.693682 = -4838042.040859
  nChanged 26
		SP:Iteration 67Q (195453.290000 sec): 3 clusters
  Score: Raw -4843202.514646 + Penalty 5154.693682 = -4838047.820964
  nChanged 23
		SP:Iteration 68Q (195453.730000 sec): 3 clusters
  Score: Raw -4843209.508730 + Penalty 5154.693682 = -4838054.815048
  nChanged 15
		SP:Iteration 69Q (195454.090000 sec): 3 clusters
  Score: Raw -4843212.419177 + Penalty 5154.693682 = -4838057.725495
  nChanged 14
		SP:Iteration 70Q (195454.520000 sec): 3 clusters
  Score: Raw -4843215.773053 + Penalty 5154.693682 = -4838061.079371
  nChanged 13
		SP:Iteration 71Q (195454.920000 sec): 3 clusters
  Score: Raw -4843218.577192 + Penalty 5154.693682 = -4838063.883510
  nChanged 13
		SP:Iteration 72Q (195455.340000 sec): 3 clusters
  Score: Raw -4843221.014404 + Penalty 5154.693682 = -4838066.320722
  nChanged 14
		SP:Iteration 73Q (195455.790000 sec): 3 clusters
  Score: Raw -4843224.303057 + Penalty 5154.693682 = -4838069.609375
  nChanged 14
		SP:Iteration 74Q (195456.190000 sec): 3 clusters
  Score: Raw -4843226.987915 + Penalty 5154.693682 = -4838072.294233
  nChanged 16
		SP:Iteration 75Q (195456.560000 sec): 3 clusters
  Score: Raw -4843230.426343 + Penalty 5154.693682 = -4838075.732661
  nChanged 15
		SP:Iteration 76Q (195456.900000 sec): 3 clusters
  Score: Raw -4843232.777123 + Penalty 5154.693682 = -4838078.083441
  nChanged 9
		SP:Iteration 77Q (195457.320000 sec): 3 clusters
  Score: Raw -4843234.828619 + Penalty 5154.693682 = -4838080.134937
  nChanged 7
		SP:Iteration 78Q (195457.740000 sec): 3 clusters
  Score: Raw -4843236.334144 + Penalty 5154.693682 = -4838081.640462
  nChanged 12
		SP:Iteration 79Q (195458.160000 sec): 3 clusters
  Score: Raw -4843239.077265 + Penalty 5154.693682 = -4838084.383583
  nChanged 12
		SP:Iteration 80F (195458.570000 sec): 3 clusters
  Score: Raw -4843241.894400 + Penalty 5154.693682 = -4838087.200718
  nChanged 14
		SP:Iteration 81Q (195458.890000 sec): 3 clusters
  Score: Raw -4843245.331118 + Penalty 5154.693682 = -4838090.637436
  nChanged 15
		SP:Iteration 82Q (195459.250000 sec): 3 clusters
  Score: Raw -4843250.031615 + Penalty 5154.693682 = -4838095.337933
  nChanged 19
		SP:Iteration 83Q (195459.640000 sec): 3 clusters
  Score: Raw -4843255.481422 + Penalty 5154.693682 = -4838100.787740
  nChanged 18
		SP:Iteration 84Q (195459.960000 sec): 3 clusters
  Score: Raw -4843260.201280 + Penalty 5154.693682 = -4838105.507599
  nChanged 17
		SP:Iteration 85Q (195460.290000 sec): 3 clusters
  Score: Raw -4843263.985471 + Penalty 5154.693682 = -4838109.291790
  nChanged 11
		SP:Iteration 86Q (195460.710000 sec): 3 clusters
  Score: Raw -4843266.509606 + Penalty 5154.693682 = -4838111.815924
  nChanged 7
		SP:Iteration 87Q (195461.140000 sec): 3 clusters
  Score: Raw -4843268.042391 + Penalty 5154.693682 = -4838113.348709
  nChanged 6
		SP:Iteration 88Q (195461.500000 sec): 3 clusters
  Score: Raw -4843269.244809 + Penalty 5154.693682 = -4838114.551127
  nChanged 3
		SP:Iteration 89Q (195461.830000 sec): 3 clusters
  Score: Raw -4843269.620120 + Penalty 5154.693682 = -4838114.926439
  nChanged 3
		SP:Iteration 90Q (195462.180000 sec): 3 clusters
  Score: Raw -4843270.284258 + Penalty 5154.693682 = -4838115.590576
  nChanged 2
		SP:Iteration 91Q (195462.470000 sec): 3 clusters
  Score: Raw -4843270.656299 + Penalty 5154.693682 = -4838115.962617
  nChanged 3
		SP:Iteration 92Q (195462.820000 sec): 3 clusters
  Score: Raw -4843271.388059 + Penalty 5154.693682 = -4838116.694377
  nChanged 2
		SP:Iteration 93Q (195463.210000 sec): 3 clusters
  Score: Raw -4843271.669101 + Penalty 5154.693682 = -4838116.975419
  nChanged 1
		SP:Iteration 94Q (195463.570000 sec): 3 clusters
  Score: Raw -4843271.800417 + Penalty 5154.693682 = -4838117.106735
  nChanged 0
		SP:Iteration 95F (195463.920000 sec): 3 clusters
  Score: Raw -4843271.800417 + Penalty 5154.693682 = -4838117.106735
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 42 (3066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195464.070000 sec): 2 clusters
  Score: Raw -469649.979158 + Penalty 1990.976007 = -467659.003151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195464.300000 sec): 3 clusters
  Score: Raw -468300.950767 + Penalty 3981.952013 = -464318.998754
  nChanged 1097
		SP:Iteration 1F (195464.460000 sec): 3 clusters
  Score: Raw -469014.897497 + Penalty 3981.952013 = -465032.945483
  nChanged 247
		SP:Iteration 2F (195464.630000 sec): 3 clusters
  Score: Raw -469194.930774 + Penalty 3981.952013 = -465212.978760
  nChanged 163
		SP:Iteration 3F (195464.810000 sec): 3 clusters
  Score: Raw -469309.245660 + Penalty 3981.952013 = -465327.293647
  nChanged 119
		SP:Iteration 4Q (195464.980000 sec): 3 clusters
  Score: Raw -469388.460053 + Penalty 3981.952013 = -465406.508039
  nChanged 92
		SP:Iteration 5Q (195465.140000 sec): 3 clusters
  Score: Raw -469463.827460 + Penalty 3981.952013 = -465481.875447
  nChanged 97
		SP:Iteration 6Q (195465.250000 sec): 3 clusters
  Score: Raw -469542.100476 + Penalty 3981.952013 = -465560.148462
  nChanged 92
		SP:Iteration 7Q (195465.420000 sec): 3 clusters
  Score: Raw -469612.219724 + Penalty 3981.952013 = -465630.267710
  nChanged 82
		SP:Iteration 8Q (195465.550000 sec): 3 clusters
  Score: Raw -469683.411341 + Penalty 3981.952013 = -465701.459327
  nChanged 76
		SP:Iteration 9Q (195465.700000 sec): 3 clusters
  Score: Raw -469749.525183 + Penalty 3981.952013 = -465767.573170
  nChanged 84
		SP:Iteration 10Q (195465.840000 sec): 3 clusters
  Score: Raw -469829.614471 + Penalty 3981.952013 = -465847.662458
  nChanged 79
		SP:Iteration 11Q (195466.010000 sec): 3 clusters
  Score: Raw -469898.754477 + Penalty 3981.952013 = -465916.802463
  nChanged 82
		SP:Iteration 12Q (195466.140000 sec): 3 clusters
  Score: Raw -469965.934689 + Penalty 3981.952013 = -465983.982676
  nChanged 65
		SP:Iteration 13Q (195466.290000 sec): 3 clusters
  Score: Raw -470023.040030 + Penalty 3981.952013 = -466041.088017
  nChanged 74
		SP:Iteration 14Q (195466.470000 sec): 3 clusters
  Score: Raw -470079.170762 + Penalty 3981.952013 = -466097.218748
  nChanged 51
		SP:Iteration 15Q (195466.600000 sec): 3 clusters
  Score: Raw -470125.907830 + Penalty 3981.952013 = -466143.955816
  nChanged 61
		SP:Iteration 16Q (195466.770000 sec): 3 clusters
  Score: Raw -470182.841767 + Penalty 3981.952013 = -466200.889754
  nChanged 71
		SP:Iteration 17Q (195466.910000 sec): 3 clusters
  Score: Raw -470256.877939 + Penalty 3981.952013 = -466274.925926
  nChanged 67
		SP:Iteration 18Q (195467.090000 sec): 3 clusters
  Score: Raw -470323.582251 + Penalty 3981.952013 = -466341.630238
  nChanged 62
		SP:Iteration 19Q (195467.240000 sec): 3 clusters
  Score: Raw -470382.492488 + Penalty 3981.952013 = -466400.540475
  nChanged 62
		SP:Iteration 20F (195467.370000 sec): 3 clusters
  Score: Raw -470434.538663 + Penalty 3981.952013 = -466452.586649
  nChanged 54
		SP:Iteration 21Q (195467.530000 sec): 3 clusters
  Score: Raw -470470.643968 + Penalty 3981.952013 = -466488.691954
  nChanged 48
		SP:Iteration 22Q (195467.710000 sec): 3 clusters
  Score: Raw -470518.922778 + Penalty 3981.952013 = -466536.970765
  nChanged 54
		SP:Iteration 23Q (195467.950000 sec): 3 clusters
  Score: Raw -470561.469796 + Penalty 3981.952013 = -466579.517783
  nChanged 38
		SP:Iteration 24Q (195468.110000 sec): 3 clusters
  Score: Raw -470592.114234 + Penalty 3981.952013 = -466610.162221
  nChanged 32
		SP:Iteration 25Q (195468.290000 sec): 3 clusters
  Score: Raw -470610.106074 + Penalty 3981.952013 = -466628.154060
  nChanged 19
		SP:Iteration 26Q (195468.540000 sec): 3 clusters
  Score: Raw -470623.048595 + Penalty 3981.952013 = -466641.096582
  nChanged 14
		SP:Iteration 27Q (195468.800000 sec): 3 clusters
  Score: Raw -470629.133563 + Penalty 3981.952013 = -466647.181550
  nChanged 5
		SP:Iteration 28Q (195468.990000 sec): 3 clusters
  Score: Raw -470633.528908 + Penalty 3981.952013 = -466651.576895
  nChanged 6
		SP:Iteration 29Q (195469.210000 sec): 3 clusters
  Score: Raw -470637.018643 + Penalty 3981.952013 = -466655.066629
  nChanged 4
		SP:Iteration 30Q (195469.440000 sec): 3 clusters
  Score: Raw -470639.265767 + Penalty 3981.952013 = -466657.313754
  nChanged 5
		SP:Iteration 31Q (195469.580000 sec): 3 clusters
  Score: Raw -470642.845015 + Penalty 3981.952013 = -466660.893001
  nChanged 7
		SP:Iteration 32Q (195469.770000 sec): 3 clusters
  Score: Raw -470648.558777 + Penalty 3981.952013 = -466666.606763
  nChanged 5
		SP:Iteration 33Q (195469.910000 sec): 3 clusters
  Score: Raw -470650.099756 + Penalty 3981.952013 = -466668.147742
  nChanged 1
		SP:Iteration 34Q (195470.070000 sec): 3 clusters
  Score: Raw -470650.519598 + Penalty 3981.952013 = -466668.567585
  nChanged 1
		SP:Iteration 35Q (195470.210000 sec): 3 clusters
  Score: Raw -470650.705617 + Penalty 3981.952013 = -466668.753603
  nChanged 1
		SP:Iteration 36Q (195470.340000 sec): 3 clusters
  Score: Raw -470651.130861 + Penalty 3981.952013 = -466669.178847
  nChanged 0
		SP:Iteration 37F (195470.500000 sec): 3 clusters
  Score: Raw -470651.130861 + Penalty 3981.952013 = -466669.178847
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 43 (23113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195470.770000 sec): 2 clusters
  Score: Raw -3619916.755697 + Penalty 2491.941326 = -3617424.814371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195471.160000 sec): 3 clusters
  Score: Raw -3606492.285048 + Penalty 4983.882652 = -3601508.402396
  nChanged 10212
		SP:Iteration 1F (195471.470000 sec): 3 clusters
  Score: Raw -3611796.125636 + Penalty 4983.882652 = -3606812.242984
  nChanged 1102
		SP:Iteration 2Q (195471.830000 sec): 3 clusters
  Score: Raw -3612156.958220 + Penalty 4983.882652 = -3607173.075567
  nChanged 960
		SP:Iteration 3Q (195472.170000 sec): 3 clusters
  Score: Raw -3612448.257825 + Penalty 4983.882652 = -3607464.375173
  nChanged 767
		SP:Iteration 4Q (195472.590000 sec): 3 clusters
  Score: Raw -3612667.327922 + Penalty 4983.882652 = -3607683.445270
  nChanged 710
		SP:Iteration 5Q (195472.950000 sec): 3 clusters
  Score: Raw -3612868.234473 + Penalty 4983.882652 = -3607884.351821
  nChanged 632
		SP:Iteration 6Q (195473.320000 sec): 3 clusters
  Score: Raw -3613044.238306 + Penalty 4983.882652 = -3608060.355654
  nChanged 626
		SP:Iteration 7Q (195473.630000 sec): 3 clusters
  Score: Raw -3613222.528291 + Penalty 4983.882652 = -3608238.645639
  nChanged 589
		SP:Iteration 8Q (195474.010000 sec): 3 clusters
  Score: Raw -3613415.430566 + Penalty 4983.882652 = -3608431.547913
  nChanged 619
		SP:Iteration 9Q (195474.310000 sec): 3 clusters
  Score: Raw -3613628.239100 + Penalty 4983.882652 = -3608644.356448
  nChanged 645
		SP:Iteration 10Q (195474.650000 sec): 3 clusters
  Score: Raw -3613900.238834 + Penalty 4983.882652 = -3608916.356182
  nChanged 751
		SP:Iteration 11Q (195475.030000 sec): 3 clusters
  Score: Raw -3614236.522763 + Penalty 4983.882652 = -3609252.640111
  nChanged 810
		SP:Iteration 12Q (195475.440000 sec): 3 clusters
  Score: Raw -3614661.910276 + Penalty 4983.882652 = -3609678.027624
  nChanged 842
		SP:Iteration 13Q (195475.760000 sec): 3 clusters
  Score: Raw -3615121.519308 + Penalty 4983.882652 = -3610137.636656
  nChanged 903
		SP:Iteration 14Q (195476.100000 sec): 3 clusters
  Score: Raw -3615623.951024 + Penalty 4983.882652 = -3610640.068372
  nChanged 925
		SP:Iteration 15Q (195476.480000 sec): 3 clusters
  Score: Raw -3616177.978570 + Penalty 4983.882652 = -3611194.095918
  nChanged 977
		SP:Iteration 16Q (195476.830000 sec): 3 clusters
  Score: Raw -3616775.871918 + Penalty 4983.882652 = -3611791.989265
  nChanged 936
		SP:Iteration 17Q (195477.210000 sec): 3 clusters
  Score: Raw -3617371.526783 + Penalty 4983.882652 = -3612387.644131
  nChanged 832
		SP:Iteration 18Q (195477.560000 sec): 3 clusters
  Score: Raw -3617908.491700 + Penalty 4983.882652 = -3612924.609047
  nChanged 757
		SP:Iteration 19Q (195477.890000 sec): 3 clusters
  Score: Raw -3618432.721733 + Penalty 4983.882652 = -3613448.839081
  nChanged 673
		SP:Iteration 20F (195478.210000 sec): 3 clusters
  Score: Raw -3618931.370234 + Penalty 4983.882652 = -3613947.487582
  nChanged 539
		SP:Iteration 21Q (195478.630000 sec): 3 clusters
  Score: Raw -3619337.202626 + Penalty 4983.882652 = -3614353.319974
  nChanged 351
		SP:Iteration 22Q (195478.940000 sec): 3 clusters
  Score: Raw -3619598.695042 + Penalty 4983.882652 = -3614614.812390
  nChanged 250
		SP:Iteration 23Q (195479.330000 sec): 3 clusters
  Score: Raw -3619794.450904 + Penalty 4983.882652 = -3614810.568252
  nChanged 161
		SP:Iteration 24Q (195479.640000 sec): 3 clusters
  Score: Raw -3619936.546957 + Penalty 4983.882652 = -3614952.664304
  nChanged 106
		SP:Iteration 25Q (195479.960000 sec): 3 clusters
  Score: Raw -3620035.984390 + Penalty 4983.882652 = -3615052.101738
  nChanged 76
		SP:Iteration 26Q (195480.350000 sec): 3 clusters
  Score: Raw -3620110.506344 + Penalty 4983.882652 = -3615126.623692
  nChanged 46
		SP:Iteration 27Q (195480.740000 sec): 3 clusters
  Score: Raw -3620151.906654 + Penalty 4983.882652 = -3615168.024002
  nChanged 29
		SP:Iteration 28Q (195481.120000 sec): 3 clusters
  Score: Raw -3620178.315845 + Penalty 4983.882652 = -3615194.433192
  nChanged 18
		SP:Iteration 29Q (195481.510000 sec): 3 clusters
  Score: Raw -3620198.905395 + Penalty 4983.882652 = -3615215.022743
  nChanged 13
		SP:Iteration 30Q (195481.880000 sec): 3 clusters
  Score: Raw -3620213.632181 + Penalty 4983.882652 = -3615229.749529
  nChanged 14
		SP:Iteration 31Q (195482.230000 sec): 3 clusters
  Score: Raw -3620227.939222 + Penalty 4983.882652 = -3615244.056570
  nChanged 13
		SP:Iteration 32Q (195482.610000 sec): 3 clusters
  Score: Raw -3620240.783724 + Penalty 4983.882652 = -3615256.901072
  nChanged 8
		SP:Iteration 33Q (195482.980000 sec): 3 clusters
  Score: Raw -3620248.209339 + Penalty 4983.882652 = -3615264.326687
  nChanged 6
		SP:Iteration 34Q (195483.250000 sec): 3 clusters
  Score: Raw -3620255.072491 + Penalty 4983.882652 = -3615271.189839
  nChanged 6
		SP:Iteration 35Q (195483.580000 sec): 3 clusters
  Score: Raw -3620262.610848 + Penalty 4983.882652 = -3615278.728195
  nChanged 8
		SP:Iteration 36Q (195483.930000 sec): 3 clusters
  Score: Raw -3620270.547590 + Penalty 4983.882652 = -3615286.664938
  nChanged 3
		SP:Iteration 37Q (195484.250000 sec): 3 clusters
  Score: Raw -3620273.318807 + Penalty 4983.882652 = -3615289.436154
  nChanged 3
		SP:Iteration 38Q (195484.590000 sec): 3 clusters
  Score: Raw -3620276.886078 + Penalty 4983.882652 = -3615293.003426
  nChanged 1
		SP:Iteration 39Q (195484.950000 sec): 3 clusters
  Score: Raw -3620277.934892 + Penalty 4983.882652 = -3615294.052239
  nChanged 1
		SP:Iteration 40F (195485.310000 sec): 3 clusters
  Score: Raw -3620278.815189 + Penalty 4983.882652 = -3615294.932537
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 44 (62291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195485.880000 sec): 2 clusters
  Score: Raw -9546740.809791 + Penalty 2737.813914 = -9544002.995877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195486.550000 sec): 3 clusters
  Score: Raw -9507718.927811 + Penalty 5475.627827 = -9502243.299984
  nChanged 29011
		SP:Iteration 1F (195487.090000 sec): 3 clusters
  Score: Raw -9524346.986640 + Penalty 5475.627827 = -9518871.358813
  nChanged 2747
		SP:Iteration 2Q (195487.750000 sec): 3 clusters
  Score: Raw -9525281.020962 + Penalty 5475.627827 = -9519805.393135
  nChanged 2900
		SP:Iteration 3Q (195488.350000 sec): 3 clusters
  Score: Raw -9526394.469977 + Penalty 5475.627827 = -9520918.842150
  nChanged 3038
		SP:Iteration 4Q (195488.970000 sec): 3 clusters
  Score: Raw -9527800.962028 + Penalty 5475.627827 = -9522325.334201
  nChanged 3296
		SP:Iteration 5F (195489.630000 sec): 3 clusters
  Score: Raw -9529449.239988 + Penalty 5475.627827 = -9523973.612161
  nChanged 3410
		SP:Iteration 6F (195490.290000 sec): 3 clusters
  Score: Raw -9531248.985887 + Penalty 5475.627827 = -9525773.358060
  nChanged 3264
		SP:Iteration 7F (195491.010000 sec): 3 clusters
  Score: Raw -9533082.601628 + Penalty 5475.627827 = -9527606.973801
  nChanged 3183
		SP:Iteration 8F (195491.780000 sec): 3 clusters
  Score: Raw -9534956.810490 + Penalty 5475.627827 = -9529481.182663
  nChanged 3028
		SP:Iteration 9Q (195492.470000 sec): 3 clusters
  Score: Raw -9536911.555632 + Penalty 5475.627827 = -9531435.927805
  nChanged 2790
		SP:Iteration 10Q (195493.180000 sec): 3 clusters
  Score: Raw -9538731.882392 + Penalty 5475.627827 = -9533256.254565
  nChanged 2401
		SP:Iteration 11Q (195493.870000 sec): 3 clusters
  Score: Raw -9540236.049866 + Penalty 5475.627827 = -9534760.422039
  nChanged 2009
		SP:Iteration 12Q (195494.570000 sec): 3 clusters
  Score: Raw -9541363.396944 + Penalty 5475.627827 = -9535887.769117
  nChanged 1545
		SP:Iteration 13Q (195495.220000 sec): 3 clusters
  Score: Raw -9542089.951841 + Penalty 5475.627827 = -9536614.324013
  nChanged 1240
		SP:Iteration 14Q (195495.870000 sec): 3 clusters
  Score: Raw -9542612.150726 + Penalty 5475.627827 = -9537136.522899
  nChanged 1051
		SP:Iteration 15Q (195496.630000 sec): 3 clusters
  Score: Raw -9543038.339774 + Penalty 5475.627827 = -9537562.711947
  nChanged 917
		SP:Iteration 16Q (195497.250000 sec): 3 clusters
  Score: Raw -9543393.667330 + Penalty 5475.627827 = -9537918.039503
  nChanged 890
		SP:Iteration 17Q (195497.990000 sec): 3 clusters
  Score: Raw -9543754.067227 + Penalty 5475.627827 = -9538278.439400
  nChanged 871
		SP:Iteration 18Q (195498.660000 sec): 3 clusters
  Score: Raw -9544116.434338 + Penalty 5475.627827 = -9538640.806511
  nChanged 838
		SP:Iteration 19Q (195499.390000 sec): 3 clusters
  Score: Raw -9544478.370322 + Penalty 5475.627827 = -9539002.742495
  nChanged 779
		SP:Iteration 20F (195500.080000 sec): 3 clusters
  Score: Raw -9544839.518736 + Penalty 5475.627827 = -9539363.890909
  nChanged 737
		SP:Iteration 21Q (195500.750000 sec): 3 clusters
  Score: Raw -9545192.566060 + Penalty 5475.627827 = -9539716.938232
  nChanged 713
		SP:Iteration 22Q (195501.380000 sec): 3 clusters
  Score: Raw -9545557.749804 + Penalty 5475.627827 = -9540082.121977
  nChanged 658
		SP:Iteration 23Q (195501.930000 sec): 3 clusters
  Score: Raw -9545928.240632 + Penalty 5475.627827 = -9540452.612804
  nChanged 589
		SP:Iteration 24Q (195502.480000 sec): 3 clusters
  Score: Raw -9546255.476195 + Penalty 5475.627827 = -9540779.848368
  nChanged 517
		SP:Iteration 25Q (195503.160000 sec): 3 clusters
  Score: Raw -9546564.139818 + Penalty 5475.627827 = -9541088.511991
  nChanged 385
		SP:Iteration 26Q (195503.850000 sec): 3 clusters
  Score: Raw -9546776.226426 + Penalty 5475.627827 = -9541300.598599
  nChanged 333
		SP:Iteration 27Q (195504.500000 sec): 3 clusters
  Score: Raw -9546942.429985 + Penalty 5475.627827 = -9541466.802158
  nChanged 271
		SP:Iteration 28Q (195505.170000 sec): 3 clusters
  Score: Raw -9547069.428489 + Penalty 5475.627827 = -9541593.800662
  nChanged 216
		SP:Iteration 29Q (195505.770000 sec): 3 clusters
  Score: Raw -9547160.142215 + Penalty 5475.627827 = -9541684.514388
  nChanged 170
		SP:Iteration 30Q (195506.410000 sec): 3 clusters
  Score: Raw -9547228.069411 + Penalty 5475.627827 = -9541752.441583
  nChanged 147
		SP:Iteration 31Q (195507.110000 sec): 3 clusters
  Score: Raw -9547281.696383 + Penalty 5475.627827 = -9541806.068556
  nChanged 136
		SP:Iteration 32Q (195507.710000 sec): 3 clusters
  Score: Raw -9547330.266592 + Penalty 5475.627827 = -9541854.638765
  nChanged 105
		SP:Iteration 33Q (195508.340000 sec): 3 clusters
  Score: Raw -9547365.222520 + Penalty 5475.627827 = -9541889.594693
  nChanged 91
		SP:Iteration 34Q (195508.980000 sec): 3 clusters
  Score: Raw -9547395.767086 + Penalty 5475.627827 = -9541920.139258
  nChanged 94
		SP:Iteration 35Q (195509.560000 sec): 3 clusters
  Score: Raw -9547429.119225 + Penalty 5475.627827 = -9541953.491398
  nChanged 82
		SP:Iteration 36Q (195510.100000 sec): 3 clusters
  Score: Raw -9547460.328642 + Penalty 5475.627827 = -9541984.700815
  nChanged 63
		SP:Iteration 37Q (195510.710000 sec): 3 clusters
  Score: Raw -9547480.147552 + Penalty 5475.627827 = -9542004.519725
  nChanged 48
		SP:Iteration 38Q (195511.360000 sec): 3 clusters
  Score: Raw -9547494.356940 + Penalty 5475.627827 = -9542018.729113
  nChanged 34
		SP:Iteration 39Q (195512.000000 sec): 3 clusters
  Score: Raw -9547505.104603 + Penalty 5475.627827 = -9542029.476776
  nChanged 23
		SP:Iteration 40F (195512.680000 sec): 3 clusters
  Score: Raw -9547512.651411 + Penalty 5475.627827 = -9542037.023584
  nChanged 22
		SP:Iteration 41Q (195513.340000 sec): 3 clusters
  Score: Raw -9547519.990916 + Penalty 5475.627827 = -9542044.363089
  nChanged 21
		SP:Iteration 42Q (195513.940000 sec): 3 clusters
  Score: Raw -9547527.419214 + Penalty 5475.627827 = -9542051.791387
  nChanged 19
		SP:Iteration 43Q (195514.600000 sec): 3 clusters
  Score: Raw -9547534.035937 + Penalty 5475.627827 = -9542058.408110
  nChanged 30
		SP:Iteration 44Q (195515.210000 sec): 3 clusters
  Score: Raw -9547543.676878 + Penalty 5475.627827 = -9542068.049050
  nChanged 17
		SP:Iteration 45Q (195515.740000 sec): 3 clusters
  Score: Raw -9547549.413339 + Penalty 5475.627827 = -9542073.785512
  nChanged 23
		SP:Iteration 46Q (195516.360000 sec): 3 clusters
  Score: Raw -9547558.887665 + Penalty 5475.627827 = -9542083.259838
  nChanged 35
		SP:Iteration 47Q (195516.970000 sec): 3 clusters
  Score: Raw -9547568.307989 + Penalty 5475.627827 = -9542092.680162
  nChanged 23
		SP:Iteration 48Q (195517.640000 sec): 3 clusters
  Score: Raw -9547574.416435 + Penalty 5475.627827 = -9542098.788608
  nChanged 22
		SP:Iteration 49Q (195518.270000 sec): 3 clusters
  Score: Raw -9547579.921488 + Penalty 5475.627827 = -9542104.293661
  nChanged 11
		SP:Iteration 50Q (195518.870000 sec): 3 clusters
  Score: Raw -9547582.012615 + Penalty 5475.627827 = -9542106.384788
  nChanged 6
		SP:Iteration 51Q (195519.570000 sec): 3 clusters
  Score: Raw -9547583.232315 + Penalty 5475.627827 = -9542107.604488
  nChanged 5
		SP:Iteration 52Q (195520.170000 sec): 3 clusters
  Score: Raw -9547584.569828 + Penalty 5475.627827 = -9542108.942001
  nChanged 5
		SP:Iteration 53Q (195520.740000 sec): 3 clusters
  Score: Raw -9547585.742130 + Penalty 5475.627827 = -9542110.114303
  nChanged 5
		SP:Iteration 54Q (195521.250000 sec): 3 clusters
  Score: Raw -9547587.347746 + Penalty 5475.627827 = -9542111.719919
  nChanged 8
		SP:Iteration 55Q (195521.780000 sec): 3 clusters
  Score: Raw -9547590.116332 + Penalty 5475.627827 = -9542114.488505
  nChanged 13
		SP:Iteration 56Q (195522.290000 sec): 3 clusters
  Score: Raw -9547594.896735 + Penalty 5475.627827 = -9542119.268908
  nChanged 13
		SP:Iteration 57Q (195522.770000 sec): 3 clusters
  Score: Raw -9547598.204144 + Penalty 5475.627827 = -9542122.576316
  nChanged 8
		SP:Iteration 58Q (195523.410000 sec): 3 clusters
  Score: Raw -9547600.663117 + Penalty 5475.627827 = -9542125.035290
  nChanged 8
		SP:Iteration 59Q (195524.090000 sec): 3 clusters
  Score: Raw -9547602.692283 + Penalty 5475.627827 = -9542127.064456
  nChanged 12
		SP:Iteration 60F (195524.770000 sec): 3 clusters
  Score: Raw -9547606.100180 + Penalty 5475.627827 = -9542130.472353
  nChanged 11
		SP:Iteration 61Q (195525.440000 sec): 3 clusters
  Score: Raw -9547608.547132 + Penalty 5475.627827 = -9542132.919305
  nChanged 7
		SP:Iteration 62Q (195526.160000 sec): 3 clusters
  Score: Raw -9547610.685586 + Penalty 5475.627827 = -9542135.057759
  nChanged 9
		SP:Iteration 63Q (195526.840000 sec): 3 clusters
  Score: Raw -9547613.733713 + Penalty 5475.627827 = -9542138.105886
  nChanged 6
		SP:Iteration 64Q (195527.480000 sec): 3 clusters
  Score: Raw -9547616.625087 + Penalty 5475.627827 = -9542140.997260
  nChanged 7
		SP:Iteration 65Q (195528.070000 sec): 3 clusters
  Score: Raw -9547618.965623 + Penalty 5475.627827 = -9542143.337796
  nChanged 7
		SP:Iteration 66Q (195528.710000 sec): 3 clusters
  Score: Raw -9547620.795192 + Penalty 5475.627827 = -9542145.167365
  nChanged 5
		SP:Iteration 67Q (195529.300000 sec): 3 clusters
  Score: Raw -9547621.906843 + Penalty 5475.627827 = -9542146.279016
  nChanged 2
		SP:Iteration 68Q (195529.950000 sec): 3 clusters
  Score: Raw -9547622.257887 + Penalty 5475.627827 = -9542146.630060
  nChanged 1
		SP:Iteration 69Q (195530.500000 sec): 3 clusters
  Score: Raw -9547622.408945 + Penalty 5475.627827 = -9542146.781118
  nChanged 1
		SP:Iteration 70Q (195531.190000 sec): 3 clusters
  Score: Raw -9547622.714670 + Penalty 5475.627827 = -9542147.086843
  nChanged 0
		SP:Iteration 71F (195531.850000 sec): 3 clusters
  Score: Raw -9547622.714670 + Penalty 5475.627827 = -9542147.086843
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 45 (7017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195532.000000 sec): 2 clusters
  Score: Raw -1096769.413654 + Penalty 2196.310582 = -1094573.103072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195532.230000 sec): 3 clusters
  Score: Raw -1093189.646924 + Penalty 4392.621163 = -1088797.025760
  nChanged 2805
		SP:Iteration 1F (195532.440000 sec): 3 clusters
  Score: Raw -1094787.927378 + Penalty 4392.621163 = -1090395.306215
  nChanged 527
		SP:Iteration 2F (195532.650000 sec): 3 clusters
  Score: Raw -1095075.353773 + Penalty 4392.621163 = -1090682.732610
  nChanged 379
		SP:Iteration 3F (195532.840000 sec): 3 clusters
  Score: Raw -1095291.843756 + Penalty 4392.621163 = -1090899.222593
  nChanged 334
		SP:Iteration 4Q (195533.100000 sec): 3 clusters
  Score: Raw -1095499.621358 + Penalty 4392.621163 = -1091107.000195
  nChanged 338
		SP:Iteration 5Q (195533.270000 sec): 3 clusters
  Score: Raw -1095748.400388 + Penalty 4392.621163 = -1091355.779225
  nChanged 379
		SP:Iteration 6F (195533.500000 sec): 3 clusters
  Score: Raw -1096082.578628 + Penalty 4392.621163 = -1091689.957465
  nChanged 425
		SP:Iteration 7F (195533.740000 sec): 3 clusters
  Score: Raw -1096492.525224 + Penalty 4392.621163 = -1092099.904060
  nChanged 437
		SP:Iteration 8F (195533.950000 sec): 3 clusters
  Score: Raw -1096954.260955 + Penalty 4392.621163 = -1092561.639792
  nChanged 444
		SP:Iteration 9F (195534.130000 sec): 3 clusters
  Score: Raw -1097442.637870 + Penalty 4392.621163 = -1093050.016706
  nChanged 339
		SP:Iteration 10Q (195534.310000 sec): 3 clusters
  Score: Raw -1097726.003095 + Penalty 4392.621163 = -1093333.381932
  nChanged 281
		SP:Iteration 11Q (195534.500000 sec): 3 clusters
  Score: Raw -1097900.690067 + Penalty 4392.621163 = -1093508.068904
  nChanged 197
		SP:Iteration 12Q (195534.690000 sec): 3 clusters
  Score: Raw -1097986.419540 + Penalty 4392.621163 = -1093593.798377
  nChanged 109
		SP:Iteration 13Q (195534.870000 sec): 3 clusters
  Score: Raw -1098026.068608 + Penalty 4392.621163 = -1093633.447444
  nChanged 69
		SP:Iteration 14Q (195535.060000 sec): 3 clusters
  Score: Raw -1098047.061122 + Penalty 4392.621163 = -1093654.439958
  nChanged 57
		SP:Iteration 15Q (195535.250000 sec): 3 clusters
  Score: Raw -1098061.748438 + Penalty 4392.621163 = -1093669.127274
  nChanged 30
		SP:Iteration 16Q (195535.430000 sec): 3 clusters
  Score: Raw -1098068.832753 + Penalty 4392.621163 = -1093676.211589
  nChanged 23
		SP:Iteration 17Q (195535.620000 sec): 3 clusters
  Score: Raw -1098074.090467 + Penalty 4392.621163 = -1093681.469304
  nChanged 15
		SP:Iteration 18Q (195535.810000 sec): 3 clusters
  Score: Raw -1098077.499963 + Penalty 4392.621163 = -1093684.878800
  nChanged 22
		SP:Iteration 19Q (195535.990000 sec): 3 clusters
  Score: Raw -1098082.103495 + Penalty 4392.621163 = -1093689.482332
  nChanged 18
		SP:Iteration 20F (195536.180000 sec): 3 clusters
  Score: Raw -1098086.905036 + Penalty 4392.621163 = -1093694.283873
  nChanged 20
		SP:Iteration 21Q (195536.370000 sec): 3 clusters
  Score: Raw -1098092.296793 + Penalty 4392.621163 = -1093699.675630
  nChanged 20
		SP:Iteration 22Q (195536.560000 sec): 3 clusters
  Score: Raw -1098096.786215 + Penalty 4392.621163 = -1093704.165051
  nChanged 21
		SP:Iteration 23Q (195536.750000 sec): 3 clusters
  Score: Raw -1098101.469947 + Penalty 4392.621163 = -1093708.848784
  nChanged 16
		SP:Iteration 24Q (195536.940000 sec): 3 clusters
  Score: Raw -1098103.989533 + Penalty 4392.621163 = -1093711.368370
  nChanged 14
		SP:Iteration 25Q (195537.120000 sec): 3 clusters
  Score: Raw -1098106.445985 + Penalty 4392.621163 = -1093713.824822
  nChanged 8
		SP:Iteration 26Q (195537.310000 sec): 3 clusters
  Score: Raw -1098108.050338 + Penalty 4392.621163 = -1093715.429175
  nChanged 11
		SP:Iteration 27Q (195537.500000 sec): 3 clusters
  Score: Raw -1098109.974005 + Penalty 4392.621163 = -1093717.352842
  nChanged 12
		SP:Iteration 28Q (195537.690000 sec): 3 clusters
  Score: Raw -1098112.241639 + Penalty 4392.621163 = -1093719.620476
  nChanged 10
		SP:Iteration 29Q (195537.870000 sec): 3 clusters
  Score: Raw -1098114.576479 + Penalty 4392.621163 = -1093721.955316
  nChanged 18
		SP:Iteration 30Q (195538.070000 sec): 3 clusters
  Score: Raw -1098119.163850 + Penalty 4392.621163 = -1093726.542687
  nChanged 14
		SP:Iteration 31Q (195538.250000 sec): 3 clusters
  Score: Raw -1098121.890538 + Penalty 4392.621163 = -1093729.269375
  nChanged 13
		SP:Iteration 32Q (195538.440000 sec): 3 clusters
  Score: Raw -1098124.172690 + Penalty 4392.621163 = -1093731.551527
  nChanged 11
		SP:Iteration 33Q (195538.630000 sec): 3 clusters
  Score: Raw -1098126.061214 + Penalty 4392.621163 = -1093733.440050
  nChanged 9
		SP:Iteration 34Q (195538.810000 sec): 3 clusters
  Score: Raw -1098127.512231 + Penalty 4392.621163 = -1093734.891068
  nChanged 14
		SP:Iteration 35Q (195539.010000 sec): 3 clusters
  Score: Raw -1098130.566805 + Penalty 4392.621163 = -1093737.945641
  nChanged 15
		SP:Iteration 36Q (195539.190000 sec): 3 clusters
  Score: Raw -1098133.295803 + Penalty 4392.621163 = -1093740.674640
  nChanged 13
		SP:Iteration 37Q (195539.380000 sec): 3 clusters
  Score: Raw -1098135.746514 + Penalty 4392.621163 = -1093743.125351
  nChanged 12
		SP:Iteration 38Q (195539.570000 sec): 3 clusters
  Score: Raw -1098138.030657 + Penalty 4392.621163 = -1093745.409493
  nChanged 13
		SP:Iteration 39Q (195539.760000 sec): 3 clusters
  Score: Raw -1098140.288182 + Penalty 4392.621163 = -1093747.667018
  nChanged 15
		SP:Iteration 40F (195539.940000 sec): 3 clusters
  Score: Raw -1098143.525073 + Penalty 4392.621163 = -1093750.903909
  nChanged 12
		SP:Iteration 41Q (195540.130000 sec): 3 clusters
  Score: Raw -1098146.139257 + Penalty 4392.621163 = -1093753.518093
  nChanged 17
		SP:Iteration 42Q (195540.320000 sec): 3 clusters
  Score: Raw -1098149.292352 + Penalty 4392.621163 = -1093756.671189
  nChanged 17
		SP:Iteration 43Q (195540.540000 sec): 3 clusters
  Score: Raw -1098152.526071 + Penalty 4392.621163 = -1093759.904908
  nChanged 11
		SP:Iteration 44Q (195540.730000 sec): 3 clusters
  Score: Raw -1098155.061787 + Penalty 4392.621163 = -1093762.440623
  nChanged 16
		SP:Iteration 45Q (195540.920000 sec): 3 clusters
  Score: Raw -1098158.171702 + Penalty 4392.621163 = -1093765.550538
  nChanged 12
		SP:Iteration 46Q (195541.110000 sec): 3 clusters
  Score: Raw -1098160.518089 + Penalty 4392.621163 = -1093767.896925
  nChanged 14
		SP:Iteration 47Q (195541.290000 sec): 3 clusters
  Score: Raw -1098163.000582 + Penalty 4392.621163 = -1093770.379418
  nChanged 12
		SP:Iteration 48Q (195541.480000 sec): 3 clusters
  Score: Raw -1098164.859435 + Penalty 4392.621163 = -1093772.238272
  nChanged 13
		SP:Iteration 49Q (195541.670000 sec): 3 clusters
  Score: Raw -1098167.282898 + Penalty 4392.621163 = -1093774.661735
  nChanged 19
		SP:Iteration 50Q (195541.860000 sec): 3 clusters
  Score: Raw -1098171.522489 + Penalty 4392.621163 = -1093778.901326
  nChanged 18
		SP:Iteration 51Q (195542.050000 sec): 3 clusters
  Score: Raw -1098175.809919 + Penalty 4392.621163 = -1093783.188756
  nChanged 20
		SP:Iteration 52Q (195542.240000 sec): 3 clusters
  Score: Raw -1098180.952584 + Penalty 4392.621163 = -1093788.331421
  nChanged 23
		SP:Iteration 53Q (195542.420000 sec): 3 clusters
  Score: Raw -1098186.602709 + Penalty 4392.621163 = -1093793.981546
  nChanged 23
		SP:Iteration 54Q (195542.610000 sec): 3 clusters
  Score: Raw -1098191.186891 + Penalty 4392.621163 = -1093798.565728
  nChanged 19
		SP:Iteration 55Q (195542.800000 sec): 3 clusters
  Score: Raw -1098195.719980 + Penalty 4392.621163 = -1093803.098817
  nChanged 20
		SP:Iteration 56Q (195542.990000 sec): 3 clusters
  Score: Raw -1098200.433233 + Penalty 4392.621163 = -1093807.812069
  nChanged 17
		SP:Iteration 57Q (195543.170000 sec): 3 clusters
  Score: Raw -1098203.931442 + Penalty 4392.621163 = -1093811.310278
  nChanged 15
		SP:Iteration 58Q (195543.370000 sec): 3 clusters
  Score: Raw -1098206.471570 + Penalty 4392.621163 = -1093813.850407
  nChanged 8
		SP:Iteration 59Q (195543.550000 sec): 3 clusters
  Score: Raw -1098207.973008 + Penalty 4392.621163 = -1093815.351845
  nChanged 14
		SP:Iteration 60F (195543.740000 sec): 3 clusters
  Score: Raw -1098210.293604 + Penalty 4392.621163 = -1093817.672441
  nChanged 6
		SP:Iteration 61Q (195543.930000 sec): 3 clusters
  Score: Raw -1098211.215793 + Penalty 4392.621163 = -1093818.594629
  nChanged 4
		SP:Iteration 62Q (195544.120000 sec): 3 clusters
  Score: Raw -1098211.759720 + Penalty 4392.621163 = -1093819.138557
  nChanged 5
		SP:Iteration 63Q (195544.310000 sec): 3 clusters
  Score: Raw -1098212.383212 + Penalty 4392.621163 = -1093819.762048
  nChanged 6
		SP:Iteration 64Q (195544.500000 sec): 3 clusters
  Score: Raw -1098213.181174 + Penalty 4392.621163 = -1093820.560011
  nChanged 6
		SP:Iteration 65Q (195544.680000 sec): 3 clusters
  Score: Raw -1098214.018937 + Penalty 4392.621163 = -1093821.397774
  nChanged 6
		SP:Iteration 66Q (195544.870000 sec): 3 clusters
  Score: Raw -1098214.731395 + Penalty 4392.621163 = -1093822.110232
  nChanged 5
		SP:Iteration 67Q (195545.060000 sec): 3 clusters
  Score: Raw -1098215.893833 + Penalty 4392.621163 = -1093823.272670
  nChanged 6
		SP:Iteration 68Q (195545.250000 sec): 3 clusters
  Score: Raw -1098217.295110 + Penalty 4392.621163 = -1093824.673947
  nChanged 4
		SP:Iteration 69Q (195545.440000 sec): 3 clusters
  Score: Raw -1098218.335194 + Penalty 4392.621163 = -1093825.714030
  nChanged 4
		SP:Iteration 70Q (195545.630000 sec): 3 clusters
  Score: Raw -1098218.927469 + Penalty 4392.621163 = -1093826.306306
  nChanged 7
		SP:Iteration 71Q (195545.810000 sec): 3 clusters
  Score: Raw -1098220.333322 + Penalty 4392.621163 = -1093827.712159
  nChanged 4
		SP:Iteration 72Q (195546.000000 sec): 3 clusters
  Score: Raw -1098221.289945 + Penalty 4392.621163 = -1093828.668781
  nChanged 4
		SP:Iteration 73Q (195546.200000 sec): 3 clusters
  Score: Raw -1098221.805008 + Penalty 4392.621163 = -1093829.183845
  nChanged 2
		SP:Iteration 74Q (195546.380000 sec): 3 clusters
  Score: Raw -1098221.977624 + Penalty 4392.621163 = -1093829.356460
  nChanged 0
		SP:Iteration 75F (195546.570000 sec): 3 clusters
  Score: Raw -1098221.977624 + Penalty 4392.621163 = -1093829.356460
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 46 (3165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195546.670000 sec): 2 clusters
  Score: Raw -478480.368897 + Penalty 1998.857267 = -476481.511630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195546.850000 sec): 3 clusters
  Score: Raw -477145.679601 + Penalty 3997.714534 = -473147.965067
  nChanged 1110
		SP:Iteration 1F (195547.020000 sec): 3 clusters
  Score: Raw -477816.977857 + Penalty 3997.714534 = -473819.263323
  nChanged 237
		SP:Iteration 2F (195547.200000 sec): 3 clusters
  Score: Raw -477993.984911 + Penalty 3997.714534 = -473996.270378
  nChanged 158
		SP:Iteration 3Q (195547.370000 sec): 3 clusters
  Score: Raw -478105.583372 + Penalty 3997.714534 = -474107.868838
  nChanged 114
		SP:Iteration 4Q (195547.550000 sec): 3 clusters
  Score: Raw -478183.688611 + Penalty 3997.714534 = -474185.974077
  nChanged 88
		SP:Iteration 5Q (195547.720000 sec): 3 clusters
  Score: Raw -478244.671855 + Penalty 3997.714534 = -474246.957321
  nChanged 84
		SP:Iteration 6Q (195547.900000 sec): 3 clusters
  Score: Raw -478303.487723 + Penalty 3997.714534 = -474305.773189
  nChanged 75
		SP:Iteration 7Q (195548.080000 sec): 3 clusters
  Score: Raw -478359.817149 + Penalty 3997.714534 = -474362.102615
  nChanged 63
		SP:Iteration 8Q (195548.250000 sec): 3 clusters
  Score: Raw -478395.380639 + Penalty 3997.714534 = -474397.666105
  nChanged 66
		SP:Iteration 9Q (195548.430000 sec): 3 clusters
  Score: Raw -478440.826794 + Penalty 3997.714534 = -474443.112260
  nChanged 79
		SP:Iteration 10Q (195548.600000 sec): 3 clusters
  Score: Raw -478497.872402 + Penalty 3997.714534 = -474500.157868
  nChanged 69
		SP:Iteration 11Q (195548.780000 sec): 3 clusters
  Score: Raw -478548.091351 + Penalty 3997.714534 = -474550.376817
  nChanged 63
		SP:Iteration 12Q (195548.960000 sec): 3 clusters
  Score: Raw -478598.639012 + Penalty 3997.714534 = -474600.924478
  nChanged 57
		SP:Iteration 13Q (195549.130000 sec): 3 clusters
  Score: Raw -478645.180939 + Penalty 3997.714534 = -474647.466405
  nChanged 66
		SP:Iteration 14Q (195549.310000 sec): 3 clusters
  Score: Raw -478689.781628 + Penalty 3997.714534 = -474692.067094
  nChanged 51
		SP:Iteration 15Q (195549.480000 sec): 3 clusters
  Score: Raw -478725.326302 + Penalty 3997.714534 = -474727.611768
  nChanged 47
		SP:Iteration 16Q (195549.660000 sec): 3 clusters
  Score: Raw -478758.565797 + Penalty 3997.714534 = -474760.851263
  nChanged 51
		SP:Iteration 17Q (195549.840000 sec): 3 clusters
  Score: Raw -478799.046112 + Penalty 3997.714534 = -474801.331578
  nChanged 43
		SP:Iteration 18Q (195550.010000 sec): 3 clusters
  Score: Raw -478827.996051 + Penalty 3997.714534 = -474830.281517
  nChanged 33
		SP:Iteration 19Q (195550.190000 sec): 3 clusters
  Score: Raw -478848.706497 + Penalty 3997.714534 = -474850.991963
  nChanged 35
		SP:Iteration 20F (195550.320000 sec): 3 clusters
  Score: Raw -478868.943965 + Penalty 3997.714534 = -474871.229431
  nChanged 28
		SP:Iteration 21Q (195550.500000 sec): 3 clusters
  Score: Raw -478887.815145 + Penalty 3997.714534 = -474890.100611
  nChanged 28
		SP:Iteration 22Q (195550.670000 sec): 3 clusters
  Score: Raw -478903.428101 + Penalty 3997.714534 = -474905.713567
  nChanged 26
		SP:Iteration 23Q (195550.870000 sec): 3 clusters
  Score: Raw -478922.093186 + Penalty 3997.714534 = -474924.378652
  nChanged 24
		SP:Iteration 24Q (195551.020000 sec): 3 clusters
  Score: Raw -478933.257933 + Penalty 3997.714534 = -474935.543399
  nChanged 10
		SP:Iteration 25Q (195551.200000 sec): 3 clusters
  Score: Raw -478937.903171 + Penalty 3997.714534 = -474940.188637
  nChanged 12
		SP:Iteration 26Q (195551.370000 sec): 3 clusters
  Score: Raw -478944.680423 + Penalty 3997.714534 = -474946.965889
  nChanged 8
		SP:Iteration 27Q (195551.550000 sec): 3 clusters
  Score: Raw -478948.429728 + Penalty 3997.714534 = -474950.715194
  nChanged 5
		SP:Iteration 28Q (195551.720000 sec): 3 clusters
  Score: Raw -478950.071508 + Penalty 3997.714534 = -474952.356974
  nChanged 3
		SP:Iteration 29Q (195551.900000 sec): 3 clusters
  Score: Raw -478951.595084 + Penalty 3997.714534 = -474953.880550
  nChanged 2
		SP:Iteration 30Q (195552.080000 sec): 3 clusters
  Score: Raw -478952.451274 + Penalty 3997.714534 = -474954.736740
  nChanged 2
		SP:Iteration 31Q (195552.250000 sec): 3 clusters
  Score: Raw -478953.153695 + Penalty 3997.714534 = -474955.439161
  nChanged 1
		SP:Iteration 32Q (195552.430000 sec): 3 clusters
  Score: Raw -478953.448227 + Penalty 3997.714534 = -474955.733694
  nChanged 1
		SP:Iteration 33Q (195552.600000 sec): 3 clusters
  Score: Raw -478953.639055 + Penalty 3997.714534 = -474955.924521
  nChanged 1
		SP:Iteration 34Q (195552.780000 sec): 3 clusters
  Score: Raw -478954.284372 + Penalty 3997.714534 = -474956.569838
  nChanged 2
		SP:Iteration 35Q (195553.010000 sec): 3 clusters
  Score: Raw -478955.513575 + Penalty 3997.714534 = -474957.799041
  nChanged 1
		SP:Iteration 36Q (195553.160000 sec): 3 clusters
  Score: Raw -478956.284649 + Penalty 3997.714534 = -474958.570115
  nChanged 2
		SP:Iteration 37Q (195553.390000 sec): 3 clusters
  Score: Raw -478957.712635 + Penalty 3997.714534 = -474959.998101
  nChanged 3
		SP:Iteration 38Q (195553.540000 sec): 3 clusters
  Score: Raw -478958.355441 + Penalty 3997.714534 = -474960.640907
  nChanged 2
		SP:Iteration 39Q (195553.710000 sec): 3 clusters
  Score: Raw -478959.123325 + Penalty 3997.714534 = -474961.408791
  nChanged 3
		SP:Iteration 40F (195553.880000 sec): 3 clusters
  Score: Raw -478960.756549 + Penalty 3997.714534 = -474963.042015
  nChanged 2
		SP:Iteration 41Q (195554.060000 sec): 3 clusters
  Score: Raw -478961.376358 + Penalty 3997.714534 = -474963.661824
  nChanged 1
		SP:Iteration 42Q (195554.240000 sec): 3 clusters
  Score: Raw -478961.598863 + Penalty 3997.714534 = -474963.884329
  nChanged 0
		SP:Iteration 43F (195554.410000 sec): 3 clusters
  Score: Raw -478961.598863 + Penalty 3997.714534 = -474963.884329
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 47 (3678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195554.520000 sec): 2 clusters
  Score: Raw -582747.515942 + Penalty 2036.110852 = -580711.405089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195554.690000 sec): 3 clusters
  Score: Raw -581104.594224 + Penalty 4072.221705 = -577032.372519
  nChanged 1346
		SP:Iteration 1F (195554.940000 sec): 3 clusters
  Score: Raw -581901.386259 + Penalty 4072.221705 = -577829.164554
  nChanged 294
		SP:Iteration 2F (195555.080000 sec): 3 clusters
  Score: Raw -582105.905837 + Penalty 4072.221705 = -578033.684133
  nChanged 207
		SP:Iteration 3F (195555.260000 sec): 3 clusters
  Score: Raw -582250.011443 + Penalty 4072.221705 = -578177.789738
  nChanged 153
		SP:Iteration 4Q (195555.440000 sec): 3 clusters
  Score: Raw -582360.842250 + Penalty 4072.221705 = -578288.620545
  nChanged 131
		SP:Iteration 5Q (195555.610000 sec): 3 clusters
  Score: Raw -582447.491162 + Penalty 4072.221705 = -578375.269457
  nChanged 112
		SP:Iteration 6Q (195555.780000 sec): 3 clusters
  Score: Raw -582527.406590 + Penalty 4072.221705 = -578455.184885
  nChanged 109
		SP:Iteration 7Q (195555.960000 sec): 3 clusters
  Score: Raw -582600.693738 + Penalty 4072.221705 = -578528.472033
  nChanged 90
		SP:Iteration 8Q (195556.140000 sec): 3 clusters
  Score: Raw -582666.196491 + Penalty 4072.221705 = -578593.974786
  nChanged 79
		SP:Iteration 9Q (195556.310000 sec): 3 clusters
  Score: Raw -582720.784681 + Penalty 4072.221705 = -578648.562976
  nChanged 75
		SP:Iteration 10Q (195556.480000 sec): 3 clusters
  Score: Raw -582772.743046 + Penalty 4072.221705 = -578700.521341
  nChanged 66
		SP:Iteration 11Q (195556.660000 sec): 3 clusters
  Score: Raw -582814.533402 + Penalty 4072.221705 = -578742.311697
  nChanged 46
		SP:Iteration 12Q (195556.830000 sec): 3 clusters
  Score: Raw -582842.483312 + Penalty 4072.221705 = -578770.261607
  nChanged 46
		SP:Iteration 13Q (195557.010000 sec): 3 clusters
  Score: Raw -582871.110743 + Penalty 4072.221705 = -578798.889038
  nChanged 33
		SP:Iteration 14Q (195557.180000 sec): 3 clusters
  Score: Raw -582888.671325 + Penalty 4072.221705 = -578816.449620
  nChanged 26
		SP:Iteration 15Q (195557.360000 sec): 3 clusters
  Score: Raw -582901.951846 + Penalty 4072.221705 = -578829.730141
  nChanged 23
		SP:Iteration 16Q (195557.530000 sec): 3 clusters
  Score: Raw -582913.009666 + Penalty 4072.221705 = -578840.787961
  nChanged 18
		SP:Iteration 17Q (195557.720000 sec): 3 clusters
  Score: Raw -582923.443265 + Penalty 4072.221705 = -578851.221560
  nChanged 12
		SP:Iteration 18Q (195557.900000 sec): 3 clusters
  Score: Raw -582930.731638 + Penalty 4072.221705 = -578858.509933
  nChanged 17
		SP:Iteration 19Q (195558.060000 sec): 3 clusters
  Score: Raw -582939.004233 + Penalty 4072.221705 = -578866.782528
  nChanged 13
		SP:Iteration 20F (195558.220000 sec): 3 clusters
  Score: Raw -582945.962895 + Penalty 4072.221705 = -578873.741190
  nChanged 12
		SP:Iteration 21Q (195558.410000 sec): 3 clusters
  Score: Raw -582953.154343 + Penalty 4072.221705 = -578880.932638
  nChanged 13
		SP:Iteration 22Q (195558.640000 sec): 3 clusters
  Score: Raw -582962.183703 + Penalty 4072.221705 = -578889.961998
  nChanged 16
		SP:Iteration 23Q (195558.880000 sec): 3 clusters
  Score: Raw -582974.060713 + Penalty 4072.221705 = -578901.839008
  nChanged 23
		SP:Iteration 24Q (195559.030000 sec): 3 clusters
  Score: Raw -582990.856041 + Penalty 4072.221705 = -578918.634336
  nChanged 22
		SP:Iteration 25Q (195559.190000 sec): 3 clusters
  Score: Raw -583006.100449 + Penalty 4072.221705 = -578933.878744
  nChanged 15
		SP:Iteration 26Q (195559.360000 sec): 3 clusters
  Score: Raw -583016.880847 + Penalty 4072.221705 = -578944.659142
  nChanged 10
		SP:Iteration 27Q (195559.580000 sec): 3 clusters
  Score: Raw -583023.265026 + Penalty 4072.221705 = -578951.043321
  nChanged 12
		SP:Iteration 28Q (195559.760000 sec): 3 clusters
  Score: Raw -583033.163964 + Penalty 4072.221705 = -578960.942259
  nChanged 9
		SP:Iteration 29Q (195559.930000 sec): 3 clusters
  Score: Raw -583038.057461 + Penalty 4072.221705 = -578965.835756
  nChanged 7
		SP:Iteration 30Q (195560.130000 sec): 3 clusters
  Score: Raw -583041.836699 + Penalty 4072.221705 = -578969.614994
  nChanged 7
		SP:Iteration 31Q (195560.310000 sec): 3 clusters
  Score: Raw -583045.545368 + Penalty 4072.221705 = -578973.323663
  nChanged 6
		SP:Iteration 32Q (195560.490000 sec): 3 clusters
  Score: Raw -583050.229893 + Penalty 4072.221705 = -578978.008188
  nChanged 10
		SP:Iteration 33Q (195560.670000 sec): 3 clusters
  Score: Raw -583056.443606 + Penalty 4072.221705 = -578984.221901
  nChanged 5
		SP:Iteration 34Q (195560.860000 sec): 3 clusters
  Score: Raw -583058.871644 + Penalty 4072.221705 = -578986.649939
  nChanged 6
		SP:Iteration 35Q (195561.030000 sec): 3 clusters
  Score: Raw -583062.596639 + Penalty 4072.221705 = -578990.374934
  nChanged 4
		SP:Iteration 36Q (195561.230000 sec): 3 clusters
  Score: Raw -583064.802894 + Penalty 4072.221705 = -578992.581189
  nChanged 4
		SP:Iteration 37Q (195561.410000 sec): 3 clusters
  Score: Raw -583067.606748 + Penalty 4072.221705 = -578995.385043
  nChanged 3
		SP:Iteration 38Q (195561.550000 sec): 3 clusters
  Score: Raw -583069.644981 + Penalty 4072.221705 = -578997.423276
  nChanged 6
		SP:Iteration 39Q (195561.680000 sec): 3 clusters
  Score: Raw -583073.959877 + Penalty 4072.221705 = -579001.738172
  nChanged 6
		SP:Iteration 40F (195561.820000 sec): 3 clusters
  Score: Raw -583077.175002 + Penalty 4072.221705 = -579004.953297
  nChanged 2
		SP:Iteration 41Q (195561.960000 sec): 3 clusters
  Score: Raw -583078.441171 + Penalty 4072.221705 = -579006.219466
  nChanged 3
		SP:Iteration 42Q (195562.150000 sec): 3 clusters
  Score: Raw -583081.048086 + Penalty 4072.221705 = -579008.826381
  nChanged 3
		SP:Iteration 43Q (195562.300000 sec): 3 clusters
  Score: Raw -583082.750360 + Penalty 4072.221705 = -579010.528655
  nChanged 2
		SP:Iteration 44Q (195562.440000 sec): 3 clusters
  Score: Raw -583083.427155 + Penalty 4072.221705 = -579011.205450
  nChanged 2
		SP:Iteration 45Q (195562.580000 sec): 3 clusters
  Score: Raw -583084.669922 + Penalty 4072.221705 = -579012.448217
  nChanged 3
		SP:Iteration 46Q (195562.730000 sec): 3 clusters
  Score: Raw -583086.782731 + Penalty 4072.221705 = -579014.561026
  nChanged 1
		SP:Iteration 47Q (195562.870000 sec): 3 clusters
  Score: Raw -583087.767466 + Penalty 4072.221705 = -579015.545761
  nChanged 0
		SP:Iteration 48F (195563.020000 sec): 3 clusters
  Score: Raw -583087.767466 + Penalty 4072.221705 = -579015.545761
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 48 (5030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195563.140000 sec): 2 clusters
  Score: Raw -752966.552809 + Penalty 2113.747465 = -750852.805344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195563.370000 sec): 3 clusters
  Score: Raw -750644.291367 + Penalty 4227.494930 = -746416.796436
  nChanged 1896
		SP:Iteration 1F (195563.550000 sec): 3 clusters
  Score: Raw -751731.304749 + Penalty 4227.494930 = -747503.809819
  nChanged 353
		SP:Iteration 2F (195563.720000 sec): 3 clusters
  Score: Raw -751941.831542 + Penalty 4227.494930 = -747714.336612
  nChanged 261
		SP:Iteration 3F (195563.880000 sec): 3 clusters
  Score: Raw -752100.773128 + Penalty 4227.494930 = -747873.278198
  nChanged 213
		SP:Iteration 4Q (195564.020000 sec): 3 clusters
  Score: Raw -752227.372231 + Penalty 4227.494930 = -747999.877301
  nChanged 194
		SP:Iteration 5Q (195564.180000 sec): 3 clusters
  Score: Raw -752335.019539 + Penalty 4227.494930 = -748107.524609
  nChanged 166
		SP:Iteration 6Q (195564.350000 sec): 3 clusters
  Score: Raw -752434.081908 + Penalty 4227.494930 = -748206.586977
  nChanged 159
		SP:Iteration 7Q (195564.560000 sec): 3 clusters
  Score: Raw -752551.737158 + Penalty 4227.494930 = -748324.242228
  nChanged 169
		SP:Iteration 8Q (195564.700000 sec): 3 clusters
  Score: Raw -752672.158899 + Penalty 4227.494930 = -748444.663969
  nChanged 182
		SP:Iteration 9Q (195564.910000 sec): 3 clusters
  Score: Raw -752822.459063 + Penalty 4227.494930 = -748594.964133
  nChanged 184
		SP:Iteration 10Q (195565.050000 sec): 3 clusters
  Score: Raw -753005.142706 + Penalty 4227.494930 = -748777.647776
  nChanged 225
		SP:Iteration 11Q (195565.210000 sec): 3 clusters
  Score: Raw -753217.407415 + Penalty 4227.494930 = -748989.912484
  nChanged 211
		SP:Iteration 12Q (195565.420000 sec): 3 clusters
  Score: Raw -753410.328378 + Penalty 4227.494930 = -749182.833447
  nChanged 191
		SP:Iteration 13Q (195565.560000 sec): 3 clusters
  Score: Raw -753662.696474 + Penalty 4227.494930 = -749435.201544
  nChanged 228
		SP:Iteration 14Q (195565.770000 sec): 3 clusters
  Score: Raw -753975.364997 + Penalty 4227.494930 = -749747.870067
  nChanged 203
		SP:Iteration 15Q (195565.960000 sec): 3 clusters
  Score: Raw -754272.324446 + Penalty 4227.494930 = -750044.829516
  nChanged 203
		SP:Iteration 16Q (195566.090000 sec): 3 clusters
  Score: Raw -754570.838202 + Penalty 4227.494930 = -750343.343271
  nChanged 144
		SP:Iteration 17Q (195566.360000 sec): 3 clusters
  Score: Raw -754787.962127 + Penalty 4227.494930 = -750560.467196
  nChanged 107
		SP:Iteration 18Q (195566.600000 sec): 3 clusters
  Score: Raw -754939.513870 + Penalty 4227.494930 = -750712.018939
  nChanged 60
		SP:Iteration 19Q (195566.830000 sec): 3 clusters
  Score: Raw -755003.298523 + Penalty 4227.494930 = -750775.803593
  nChanged 36
		SP:Iteration 20F (195567.080000 sec): 3 clusters
  Score: Raw -755035.343461 + Penalty 4227.494930 = -750807.848530
  nChanged 19
		SP:Iteration 21Q (195567.430000 sec): 3 clusters
  Score: Raw -755046.725928 + Penalty 4227.494930 = -750819.230997
  nChanged 10
		SP:Iteration 22Q (195567.660000 sec): 3 clusters
  Score: Raw -755050.680093 + Penalty 4227.494930 = -750823.185162
  nChanged 6
		SP:Iteration 23Q (195567.870000 sec): 3 clusters
  Score: Raw -755052.064416 + Penalty 4227.494930 = -750824.569485
  nChanged 0
		SP:Iteration 24F (195568.080000 sec): 3 clusters
  Score: Raw -755052.064416 + Penalty 4227.494930 = -750824.569485
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 49 (7557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195568.220000 sec): 2 clusters
  Score: Raw -1243386.794933 + Penalty 2214.696932 = -1241172.098000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195568.440000 sec): 3 clusters
  Score: Raw -1239433.367515 + Penalty 4429.393864 = -1235003.973650
  nChanged 3001
		SP:Iteration 1F (195568.670000 sec): 3 clusters
  Score: Raw -1241115.167211 + Penalty 4429.393864 = -1236685.773347
  nChanged 513
		SP:Iteration 2F (195568.960000 sec): 3 clusters
  Score: Raw -1241362.759745 + Penalty 4429.393864 = -1236933.365881
  nChanged 356
		SP:Iteration 3Q (195569.260000 sec): 3 clusters
  Score: Raw -1241522.272022 + Penalty 4429.393864 = -1237092.878157
  nChanged 291
		SP:Iteration 4Q (195569.520000 sec): 3 clusters
  Score: Raw -1241640.053036 + Penalty 4429.393864 = -1237210.659172
  nChanged 223
		SP:Iteration 5Q (195569.800000 sec): 3 clusters
  Score: Raw -1241725.674274 + Penalty 4429.393864 = -1237296.280410
  nChanged 179
		SP:Iteration 6Q (195570.020000 sec): 3 clusters
  Score: Raw -1241787.885469 + Penalty 4429.393864 = -1237358.491605
  nChanged 149
		SP:Iteration 7Q (195570.260000 sec): 3 clusters
  Score: Raw -1241834.868188 + Penalty 4429.393864 = -1237405.474324
  nChanged 129
		SP:Iteration 8Q (195570.470000 sec): 3 clusters
  Score: Raw -1241884.279261 + Penalty 4429.393864 = -1237454.885397
  nChanged 138
		SP:Iteration 9Q (195570.720000 sec): 3 clusters
  Score: Raw -1241932.879330 + Penalty 4429.393864 = -1237503.485465
  nChanged 125
		SP:Iteration 10Q (195570.980000 sec): 3 clusters
  Score: Raw -1241978.019432 + Penalty 4429.393864 = -1237548.625568
  nChanged 123
		SP:Iteration 11Q (195571.220000 sec): 3 clusters
  Score: Raw -1242021.640903 + Penalty 4429.393864 = -1237592.247039
  nChanged 112
		SP:Iteration 12Q (195571.420000 sec): 3 clusters
  Score: Raw -1242063.894686 + Penalty 4429.393864 = -1237634.500822
  nChanged 135
		SP:Iteration 13Q (195571.620000 sec): 3 clusters
  Score: Raw -1242122.569089 + Penalty 4429.393864 = -1237693.175225
  nChanged 147
		SP:Iteration 14Q (195571.800000 sec): 3 clusters
  Score: Raw -1242195.376086 + Penalty 4429.393864 = -1237765.982222
  nChanged 167
		SP:Iteration 15Q (195572.000000 sec): 3 clusters
  Score: Raw -1242274.616879 + Penalty 4429.393864 = -1237845.223014
  nChanged 176
		SP:Iteration 16Q (195572.150000 sec): 3 clusters
  Score: Raw -1242361.278856 + Penalty 4429.393864 = -1237931.884992
  nChanged 171
		SP:Iteration 17Q (195572.350000 sec): 3 clusters
  Score: Raw -1242451.963974 + Penalty 4429.393864 = -1238022.570110
  nChanged 191
		SP:Iteration 18Q (195572.490000 sec): 3 clusters
  Score: Raw -1242561.444576 + Penalty 4429.393864 = -1238132.050712
  nChanged 173
		SP:Iteration 19Q (195572.650000 sec): 3 clusters
  Score: Raw -1242656.074224 + Penalty 4429.393864 = -1238226.680359
  nChanged 168
		SP:Iteration 20F (195572.840000 sec): 3 clusters
  Score: Raw -1242745.328486 + Penalty 4429.393864 = -1238315.934622
  nChanged 165
		SP:Iteration 21Q (195573.000000 sec): 3 clusters
  Score: Raw -1242844.732406 + Penalty 4429.393864 = -1238415.338542
  nChanged 162
		SP:Iteration 22Q (195573.180000 sec): 3 clusters
  Score: Raw -1242945.669379 + Penalty 4429.393864 = -1238516.275515
  nChanged 145
		SP:Iteration 23Q (195573.350000 sec): 3 clusters
  Score: Raw -1243047.943492 + Penalty 4429.393864 = -1238618.549628
  nChanged 130
		SP:Iteration 24Q (195573.580000 sec): 3 clusters
  Score: Raw -1243164.288122 + Penalty 4429.393864 = -1238734.894258
  nChanged 127
		SP:Iteration 25Q (195573.790000 sec): 3 clusters
  Score: Raw -1243270.178481 + Penalty 4429.393864 = -1238840.784617
  nChanged 118
		SP:Iteration 26Q (195573.980000 sec): 3 clusters
  Score: Raw -1243373.673587 + Penalty 4429.393864 = -1238944.279722
  nChanged 86
		SP:Iteration 27Q (195574.190000 sec): 3 clusters
  Score: Raw -1243443.494296 + Penalty 4429.393864 = -1239014.100431
  nChanged 67
		SP:Iteration 28Q (195574.390000 sec): 3 clusters
  Score: Raw -1243492.443541 + Penalty 4429.393864 = -1239063.049677
  nChanged 52
		SP:Iteration 29Q (195574.600000 sec): 3 clusters
  Score: Raw -1243533.210373 + Penalty 4429.393864 = -1239103.816508
  nChanged 45
		SP:Iteration 30Q (195574.730000 sec): 3 clusters
  Score: Raw -1243567.965360 + Penalty 4429.393864 = -1239138.571496
  nChanged 36
		SP:Iteration 31Q (195574.910000 sec): 3 clusters
  Score: Raw -1243594.170678 + Penalty 4429.393864 = -1239164.776813
  nChanged 32
		SP:Iteration 32Q (195575.120000 sec): 3 clusters
  Score: Raw -1243613.209718 + Penalty 4429.393864 = -1239183.815854
  nChanged 22
		SP:Iteration 33Q (195575.330000 sec): 3 clusters
  Score: Raw -1243625.894485 + Penalty 4429.393864 = -1239196.500621
  nChanged 14
		SP:Iteration 34Q (195575.550000 sec): 3 clusters
  Score: Raw -1243634.071114 + Penalty 4429.393864 = -1239204.677250
  nChanged 20
		SP:Iteration 35Q (195575.750000 sec): 3 clusters
  Score: Raw -1243647.226495 + Penalty 4429.393864 = -1239217.832631
  nChanged 13
		SP:Iteration 36Q (195575.960000 sec): 3 clusters
  Score: Raw -1243656.252289 + Penalty 4429.393864 = -1239226.858424
  nChanged 12
		SP:Iteration 37Q (195576.100000 sec): 3 clusters
  Score: Raw -1243665.367088 + Penalty 4429.393864 = -1239235.973224
  nChanged 14
		SP:Iteration 38Q (195576.260000 sec): 3 clusters
  Score: Raw -1243677.174349 + Penalty 4429.393864 = -1239247.780484
  nChanged 16
		SP:Iteration 39Q (195576.470000 sec): 3 clusters
  Score: Raw -1243687.317124 + Penalty 4429.393864 = -1239257.923260
  nChanged 10
		SP:Iteration 40F (195576.630000 sec): 3 clusters
  Score: Raw -1243694.166080 + Penalty 4429.393864 = -1239264.772216
  nChanged 8
		SP:Iteration 41Q (195576.890000 sec): 3 clusters
  Score: Raw -1243699.682941 + Penalty 4429.393864 = -1239270.289077
  nChanged 11
		SP:Iteration 42Q (195577.030000 sec): 3 clusters
  Score: Raw -1243704.813338 + Penalty 4429.393864 = -1239275.419474
  nChanged 9
		SP:Iteration 43Q (195577.280000 sec): 3 clusters
  Score: Raw -1243709.789490 + Penalty 4429.393864 = -1239280.395625
  nChanged 5
		SP:Iteration 44Q (195577.440000 sec): 3 clusters
  Score: Raw -1243713.315505 + Penalty 4429.393864 = -1239283.921640
  nChanged 5
		SP:Iteration 45Q (195577.620000 sec): 3 clusters
  Score: Raw -1243716.712170 + Penalty 4429.393864 = -1239287.318306
  nChanged 5
		SP:Iteration 46Q (195577.860000 sec): 3 clusters
  Score: Raw -1243719.579553 + Penalty 4429.393864 = -1239290.185689
  nChanged 3
		SP:Iteration 47Q (195578.080000 sec): 3 clusters
  Score: Raw -1243722.000609 + Penalty 4429.393864 = -1239292.606744
  nChanged 7
		SP:Iteration 48Q (195578.260000 sec): 3 clusters
  Score: Raw -1243726.563058 + Penalty 4429.393864 = -1239297.169194
  nChanged 4
		SP:Iteration 49Q (195578.470000 sec): 3 clusters
  Score: Raw -1243729.118419 + Penalty 4429.393864 = -1239299.724555
  nChanged 8
		SP:Iteration 50Q (195578.680000 sec): 3 clusters
  Score: Raw -1243733.650415 + Penalty 4429.393864 = -1239304.256551
  nChanged 4
		SP:Iteration 51Q (195578.880000 sec): 3 clusters
  Score: Raw -1243736.633600 + Penalty 4429.393864 = -1239307.239735
  nChanged 4
		SP:Iteration 52Q (195579.080000 sec): 3 clusters
  Score: Raw -1243740.058309 + Penalty 4429.393864 = -1239310.664445
  nChanged 5
		SP:Iteration 53Q (195579.310000 sec): 3 clusters
  Score: Raw -1243742.684120 + Penalty 4429.393864 = -1239313.290256
  nChanged 2
		SP:Iteration 54Q (195579.500000 sec): 3 clusters
  Score: Raw -1243743.940650 + Penalty 4429.393864 = -1239314.546786
  nChanged 4
		SP:Iteration 55Q (195579.710000 sec): 3 clusters
  Score: Raw -1243746.933519 + Penalty 4429.393864 = -1239317.539655
  nChanged 3
		SP:Iteration 56Q (195579.920000 sec): 3 clusters
  Score: Raw -1243748.440445 + Penalty 4429.393864 = -1239319.046581
  nChanged 2
		SP:Iteration 57Q (195580.180000 sec): 3 clusters
  Score: Raw -1243749.819259 + Penalty 4429.393864 = -1239320.425394
  nChanged 5
		SP:Iteration 58Q (195580.400000 sec): 3 clusters
  Score: Raw -1243752.982427 + Penalty 4429.393864 = -1239323.588563
  nChanged 2
		SP:Iteration 59Q (195580.590000 sec): 3 clusters
  Score: Raw -1243754.349376 + Penalty 4429.393864 = -1239324.955511
  nChanged 2
		SP:Iteration 60F (195580.810000 sec): 3 clusters
  Score: Raw -1243755.963615 + Penalty 4429.393864 = -1239326.569751
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 50 (6644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195580.980000 sec): 2 clusters
  Score: Raw -1068927.090227 + Penalty 2182.764429 = -1066744.325798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195581.170000 sec): 3 clusters
  Score: Raw -1065549.307658 + Penalty 4365.528857 = -1061183.778801
  nChanged 2631
		SP:Iteration 1F (195581.370000 sec): 3 clusters
  Score: Raw -1067020.403919 + Penalty 4365.528857 = -1062654.875061
  nChanged 501
		SP:Iteration 2F (195581.570000 sec): 3 clusters
  Score: Raw -1067307.841054 + Penalty 4365.528857 = -1062942.312197
  nChanged 366
		SP:Iteration 3F (195581.790000 sec): 3 clusters
  Score: Raw -1067510.404519 + Penalty 4365.528857 = -1063144.875662
  nChanged 296
		SP:Iteration 4Q (195581.930000 sec): 3 clusters
  Score: Raw -1067680.064211 + Penalty 4365.528857 = -1063314.535354
  nChanged 269
		SP:Iteration 5Q (195582.250000 sec): 3 clusters
  Score: Raw -1067823.649026 + Penalty 4365.528857 = -1063458.120169
  nChanged 241
		SP:Iteration 6Q (195582.460000 sec): 3 clusters
  Score: Raw -1067940.743471 + Penalty 4365.528857 = -1063575.214613
  nChanged 205
		SP:Iteration 7Q (195582.690000 sec): 3 clusters
  Score: Raw -1068026.928448 + Penalty 4365.528857 = -1063661.399591
  nChanged 175
		SP:Iteration 8Q (195582.960000 sec): 3 clusters
  Score: Raw -1068106.140354 + Penalty 4365.528857 = -1063740.611497
  nChanged 155
		SP:Iteration 9Q (195583.110000 sec): 3 clusters
  Score: Raw -1068179.211057 + Penalty 4365.528857 = -1063813.682200
  nChanged 143
		SP:Iteration 10Q (195583.290000 sec): 3 clusters
  Score: Raw -1068242.758242 + Penalty 4365.528857 = -1063877.229384
  nChanged 149
		SP:Iteration 11Q (195583.490000 sec): 3 clusters
  Score: Raw -1068301.537823 + Penalty 4365.528857 = -1063936.008966
  nChanged 139
		SP:Iteration 12Q (195583.650000 sec): 3 clusters
  Score: Raw -1068360.544616 + Penalty 4365.528857 = -1063995.015759
  nChanged 126
		SP:Iteration 13Q (195583.890000 sec): 3 clusters
  Score: Raw -1068417.907782 + Penalty 4365.528857 = -1064052.378924
  nChanged 115
		SP:Iteration 14Q (195584.070000 sec): 3 clusters
  Score: Raw -1068461.537237 + Penalty 4365.528857 = -1064096.008380
  nChanged 87
		SP:Iteration 15Q (195584.240000 sec): 3 clusters
  Score: Raw -1068494.360392 + Penalty 4365.528857 = -1064128.831534
  nChanged 72
		SP:Iteration 16Q (195584.460000 sec): 3 clusters
  Score: Raw -1068521.854821 + Penalty 4365.528857 = -1064156.325963
  nChanged 76
		SP:Iteration 17Q (195584.710000 sec): 3 clusters
  Score: Raw -1068555.401342 + Penalty 4365.528857 = -1064189.872484
  nChanged 83
		SP:Iteration 18Q (195584.890000 sec): 3 clusters
  Score: Raw -1068584.321108 + Penalty 4365.528857 = -1064218.792250
  nChanged 67
		SP:Iteration 19Q (195585.110000 sec): 3 clusters
  Score: Raw -1068607.626806 + Penalty 4365.528857 = -1064242.097948
  nChanged 54
		SP:Iteration 20F (195585.310000 sec): 3 clusters
  Score: Raw -1068623.157841 + Penalty 4365.528857 = -1064257.628984
  nChanged 51
		SP:Iteration 21Q (195585.550000 sec): 3 clusters
  Score: Raw -1068638.860131 + Penalty 4365.528857 = -1064273.331274
  nChanged 40
		SP:Iteration 22Q (195585.750000 sec): 3 clusters
  Score: Raw -1068650.887367 + Penalty 4365.528857 = -1064285.358510
  nChanged 39
		SP:Iteration 23Q (195585.980000 sec): 3 clusters
  Score: Raw -1068661.656368 + Penalty 4365.528857 = -1064296.127510
  nChanged 24
		SP:Iteration 24Q (195586.250000 sec): 3 clusters
  Score: Raw -1068667.383025 + Penalty 4365.528857 = -1064301.854167
  nChanged 20
		SP:Iteration 25Q (195586.470000 sec): 3 clusters
  Score: Raw -1068674.450198 + Penalty 4365.528857 = -1064308.921341
  nChanged 30
		SP:Iteration 26Q (195586.740000 sec): 3 clusters
  Score: Raw -1068683.255394 + Penalty 4365.528857 = -1064317.726537
  nChanged 28
		SP:Iteration 27Q (195586.950000 sec): 3 clusters
  Score: Raw -1068691.300085 + Penalty 4365.528857 = -1064325.771228
  nChanged 28
		SP:Iteration 28Q (195587.170000 sec): 3 clusters
  Score: Raw -1068700.420956 + Penalty 4365.528857 = -1064334.892099
  nChanged 25
		SP:Iteration 29Q (195587.390000 sec): 3 clusters
  Score: Raw -1068708.767912 + Penalty 4365.528857 = -1064343.239054
  nChanged 23
		SP:Iteration 30Q (195587.620000 sec): 3 clusters
  Score: Raw -1068715.333043 + Penalty 4365.528857 = -1064349.804185
  nChanged 21
		SP:Iteration 31Q (195587.820000 sec): 3 clusters
  Score: Raw -1068721.133131 + Penalty 4365.528857 = -1064355.604274
  nChanged 25
		SP:Iteration 32Q (195588.000000 sec): 3 clusters
  Score: Raw -1068726.971466 + Penalty 4365.528857 = -1064361.442609
  nChanged 22
		SP:Iteration 33Q (195588.250000 sec): 3 clusters
  Score: Raw -1068733.358477 + Penalty 4365.528857 = -1064367.829619
  nChanged 24
		SP:Iteration 34Q (195588.420000 sec): 3 clusters
  Score: Raw -1068741.403510 + Penalty 4365.528857 = -1064375.874653
  nChanged 20
		SP:Iteration 35Q (195588.620000 sec): 3 clusters
  Score: Raw -1068748.934829 + Penalty 4365.528857 = -1064383.405972
  nChanged 26
		SP:Iteration 36Q (195588.770000 sec): 3 clusters
  Score: Raw -1068757.107750 + Penalty 4365.528857 = -1064391.578892
  nChanged 18
		SP:Iteration 37Q (195589.050000 sec): 3 clusters
  Score: Raw -1068763.031647 + Penalty 4365.528857 = -1064397.502790
  nChanged 19
		SP:Iteration 38Q (195589.270000 sec): 3 clusters
  Score: Raw -1068768.740879 + Penalty 4365.528857 = -1064403.212021
  nChanged 20
		SP:Iteration 39Q (195589.490000 sec): 3 clusters
  Score: Raw -1068774.334221 + Penalty 4365.528857 = -1064408.805364
  nChanged 15
		SP:Iteration 40F (195589.690000 sec): 3 clusters
  Score: Raw -1068778.361468 + Penalty 4365.528857 = -1064412.832610
  nChanged 13
		SP:Iteration 41Q (195589.920000 sec): 3 clusters
  Score: Raw -1068781.684260 + Penalty 4365.528857 = -1064416.155402
  nChanged 14
		SP:Iteration 42Q (195590.130000 sec): 3 clusters
  Score: Raw -1068786.870632 + Penalty 4365.528857 = -1064421.341775
  nChanged 14
		SP:Iteration 43Q (195590.370000 sec): 3 clusters
  Score: Raw -1068790.698488 + Penalty 4365.528857 = -1064425.169630
  nChanged 13
		SP:Iteration 44Q (195590.560000 sec): 3 clusters
  Score: Raw -1068794.235156 + Penalty 4365.528857 = -1064428.706299
  nChanged 12
		SP:Iteration 45Q (195590.770000 sec): 3 clusters
  Score: Raw -1068797.301516 + Penalty 4365.528857 = -1064431.772659
  nChanged 11
		SP:Iteration 46Q (195590.950000 sec): 3 clusters
  Score: Raw -1068801.633726 + Penalty 4365.528857 = -1064436.104869
  nChanged 18
		SP:Iteration 47Q (195591.170000 sec): 3 clusters
  Score: Raw -1068806.891013 + Penalty 4365.528857 = -1064441.362156
  nChanged 12
		SP:Iteration 48Q (195591.310000 sec): 3 clusters
  Score: Raw -1068811.417602 + Penalty 4365.528857 = -1064445.888745
  nChanged 17
		SP:Iteration 49Q (195591.510000 sec): 3 clusters
  Score: Raw -1068816.906341 + Penalty 4365.528857 = -1064451.377484
  nChanged 17
		SP:Iteration 50Q (195591.680000 sec): 3 clusters
  Score: Raw -1068821.916080 + Penalty 4365.528857 = -1064456.387222
  nChanged 11
		SP:Iteration 51Q (195591.950000 sec): 3 clusters
  Score: Raw -1068824.929882 + Penalty 4365.528857 = -1064459.401024
  nChanged 8
		SP:Iteration 52Q (195592.240000 sec): 3 clusters
  Score: Raw -1068826.900916 + Penalty 4365.528857 = -1064461.372059
  nChanged 6
		SP:Iteration 53Q (195592.480000 sec): 3 clusters
  Score: Raw -1068827.856620 + Penalty 4365.528857 = -1064462.327763
  nChanged 3
		SP:Iteration 54Q (195592.780000 sec): 3 clusters
  Score: Raw -1068828.456215 + Penalty 4365.528857 = -1064462.927357
  nChanged 0
		SP:Iteration 55F (195593.030000 sec): 3 clusters
  Score: Raw -1068828.456215 + Penalty 4365.528857 = -1064462.927357
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 51 (9069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195593.160000 sec): 2 clusters
  Score: Raw -1381914.509446 + Penalty 2259.929086 = -1379654.580360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195593.380000 sec): 3 clusters
  Score: Raw -1377145.179006 + Penalty 4519.858173 = -1372625.320833
  nChanged 3706
		SP:Iteration 1F (195593.580000 sec): 3 clusters
  Score: Raw -1379114.985321 + Penalty 4519.858173 = -1374595.127148
  nChanged 614
		SP:Iteration 2F (195593.780000 sec): 3 clusters
  Score: Raw -1379406.509557 + Penalty 4519.858173 = -1374886.651385
  nChanged 459
		SP:Iteration 3F (195593.980000 sec): 3 clusters
  Score: Raw -1379606.901847 + Penalty 4519.858173 = -1375087.043675
  nChanged 389
		SP:Iteration 4Q (195594.230000 sec): 3 clusters
  Score: Raw -1379788.493387 + Penalty 4519.858173 = -1375268.635214
  nChanged 348
		SP:Iteration 5Q (195594.380000 sec): 3 clusters
  Score: Raw -1379958.722889 + Penalty 4519.858173 = -1375438.864717
  nChanged 324
		SP:Iteration 6Q (195594.630000 sec): 3 clusters
  Score: Raw -1380124.566148 + Penalty 4519.858173 = -1375604.707975
  nChanged 308
		SP:Iteration 7Q (195594.830000 sec): 3 clusters
  Score: Raw -1380282.438826 + Penalty 4519.858173 = -1375762.580654
  nChanged 300
		SP:Iteration 8Q (195595.060000 sec): 3 clusters
  Score: Raw -1380432.165200 + Penalty 4519.858173 = -1375912.307027
  nChanged 303
		SP:Iteration 9Q (195595.260000 sec): 3 clusters
  Score: Raw -1380577.472112 + Penalty 4519.858173 = -1376057.613940
  nChanged 300
		SP:Iteration 10Q (195595.510000 sec): 3 clusters
  Score: Raw -1380729.229669 + Penalty 4519.858173 = -1376209.371496
  nChanged 291
		SP:Iteration 11Q (195595.770000 sec): 3 clusters
  Score: Raw -1380893.715333 + Penalty 4519.858173 = -1376373.857161
  nChanged 296
		SP:Iteration 12Q (195595.970000 sec): 3 clusters
  Score: Raw -1381078.431220 + Penalty 4519.858173 = -1376558.573047
  nChanged 279
		SP:Iteration 13Q (195596.290000 sec): 3 clusters
  Score: Raw -1381265.444024 + Penalty 4519.858173 = -1376745.585851
  nChanged 250
		SP:Iteration 14Q (195596.460000 sec): 3 clusters
  Score: Raw -1381425.267632 + Penalty 4519.858173 = -1376905.409459
  nChanged 217
		SP:Iteration 15Q (195596.710000 sec): 3 clusters
  Score: Raw -1381564.599179 + Penalty 4519.858173 = -1377044.741007
  nChanged 191
		SP:Iteration 16Q (195596.920000 sec): 3 clusters
  Score: Raw -1381686.689806 + Penalty 4519.858173 = -1377166.831634
  nChanged 163
		SP:Iteration 17Q (195597.150000 sec): 3 clusters
  Score: Raw -1381789.856202 + Penalty 4519.858173 = -1377269.998029
  nChanged 131
		SP:Iteration 18Q (195597.440000 sec): 3 clusters
  Score: Raw -1381865.389097 + Penalty 4519.858173 = -1377345.530924
  nChanged 99
		SP:Iteration 19Q (195597.610000 sec): 3 clusters
  Score: Raw -1381923.980098 + Penalty 4519.858173 = -1377404.121925
  nChanged 94
		SP:Iteration 20F (195597.900000 sec): 3 clusters
  Score: Raw -1381978.105565 + Penalty 4519.858173 = -1377458.247393
  nChanged 86
		SP:Iteration 21Q (195598.140000 sec): 3 clusters
  Score: Raw -1382034.751866 + Penalty 4519.858173 = -1377514.893693
  nChanged 68
		SP:Iteration 22Q (195598.360000 sec): 3 clusters
  Score: Raw -1382076.274198 + Penalty 4519.858173 = -1377556.416026
  nChanged 53
		SP:Iteration 23Q (195598.630000 sec): 3 clusters
  Score: Raw -1382108.150678 + Penalty 4519.858173 = -1377588.292505
  nChanged 46
		SP:Iteration 24Q (195598.850000 sec): 3 clusters
  Score: Raw -1382134.832218 + Penalty 4519.858173 = -1377614.974045
  nChanged 31
		SP:Iteration 25Q (195599.130000 sec): 3 clusters
  Score: Raw -1382150.889089 + Penalty 4519.858173 = -1377631.030916
  nChanged 29
		SP:Iteration 26Q (195599.410000 sec): 3 clusters
  Score: Raw -1382169.265025 + Penalty 4519.858173 = -1377649.406853
  nChanged 28
		SP:Iteration 27Q (195599.680000 sec): 3 clusters
  Score: Raw -1382183.453829 + Penalty 4519.858173 = -1377663.595657
  nChanged 20
		SP:Iteration 28Q (195599.920000 sec): 3 clusters
  Score: Raw -1382195.145468 + Penalty 4519.858173 = -1377675.287295
  nChanged 24
		SP:Iteration 29Q (195600.130000 sec): 3 clusters
  Score: Raw -1382211.193067 + Penalty 4519.858173 = -1377691.334894
  nChanged 31
		SP:Iteration 30Q (195600.350000 sec): 3 clusters
  Score: Raw -1382231.098556 + Penalty 4519.858173 = -1377711.240384
  nChanged 20
		SP:Iteration 31Q (195600.580000 sec): 3 clusters
  Score: Raw -1382243.083920 + Penalty 4519.858173 = -1377723.225747
  nChanged 20
		SP:Iteration 32Q (195600.770000 sec): 3 clusters
  Score: Raw -1382256.548881 + Penalty 4519.858173 = -1377736.690708
  nChanged 24
		SP:Iteration 33Q (195600.980000 sec): 3 clusters
  Score: Raw -1382277.437936 + Penalty 4519.858173 = -1377757.579763
  nChanged 20
		SP:Iteration 34Q (195601.190000 sec): 3 clusters
  Score: Raw -1382291.546661 + Penalty 4519.858173 = -1377771.688489
  nChanged 18
		SP:Iteration 35Q (195601.430000 sec): 3 clusters
  Score: Raw -1382304.340108 + Penalty 4519.858173 = -1377784.481936
  nChanged 22
		SP:Iteration 36Q (195601.660000 sec): 3 clusters
  Score: Raw -1382323.502925 + Penalty 4519.858173 = -1377803.644752
  nChanged 24
		SP:Iteration 37Q (195601.950000 sec): 3 clusters
  Score: Raw -1382344.604243 + Penalty 4519.858173 = -1377824.746070
  nChanged 20
		SP:Iteration 38Q (195602.190000 sec): 3 clusters
  Score: Raw -1382359.907479 + Penalty 4519.858173 = -1377840.049307
  nChanged 16
		SP:Iteration 39Q (195602.510000 sec): 3 clusters
  Score: Raw -1382372.146766 + Penalty 4519.858173 = -1377852.288593
  nChanged 15
		SP:Iteration 40F (195602.750000 sec): 3 clusters
  Score: Raw -1382382.005907 + Penalty 4519.858173 = -1377862.147734
  nChanged 15
		SP:Iteration 41Q (195602.960000 sec): 3 clusters
  Score: Raw -1382390.830428 + Penalty 4519.858173 = -1377870.972255
  nChanged 13
		SP:Iteration 42Q (195603.280000 sec): 3 clusters
  Score: Raw -1382399.424344 + Penalty 4519.858173 = -1377879.566171
  nChanged 9
		SP:Iteration 43Q (195603.540000 sec): 3 clusters
  Score: Raw -1382407.924139 + Penalty 4519.858173 = -1377888.065967
  nChanged 7
		SP:Iteration 44Q (195603.810000 sec): 3 clusters
  Score: Raw -1382411.417901 + Penalty 4519.858173 = -1377891.559729
  nChanged 4
		SP:Iteration 45Q (195603.990000 sec): 3 clusters
  Score: Raw -1382413.887090 + Penalty 4519.858173 = -1377894.028918
  nChanged 7
		SP:Iteration 46Q (195604.310000 sec): 3 clusters
  Score: Raw -1382417.192866 + Penalty 4519.858173 = -1377897.334693
  nChanged 2
		SP:Iteration 47Q (195604.550000 sec): 3 clusters
  Score: Raw -1382417.761926 + Penalty 4519.858173 = -1377897.903754
  nChanged 1
		SP:Iteration 48Q (195604.810000 sec): 3 clusters
  Score: Raw -1382418.462438 + Penalty 4519.858173 = -1377898.604266
  nChanged 2
		SP:Iteration 49Q (195605.080000 sec): 3 clusters
  Score: Raw -1382418.976336 + Penalty 4519.858173 = -1377899.118163
  nChanged 1
		SP:Iteration 50Q (195605.280000 sec): 3 clusters
  Score: Raw -1382419.467109 + Penalty 4519.858173 = -1377899.608936
  nChanged 0
		SP:Iteration 51F (195605.520000 sec): 3 clusters
  Score: Raw -1382419.467109 + Penalty 4519.858173 = -1377899.608936
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 52 (12428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195605.720000 sec): 2 clusters
  Score: Raw -2002428.517205 + Penalty 2338.071403 = -2000090.445802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195605.970000 sec): 3 clusters
  Score: Raw -1995642.975763 + Penalty 4676.142806 = -1990966.832957
  nChanged 5245
		SP:Iteration 1F (195606.170000 sec): 3 clusters
  Score: Raw -1998389.334913 + Penalty 4676.142806 = -1993713.192107
  nChanged 806
		SP:Iteration 2F (195606.490000 sec): 3 clusters
  Score: Raw -1998767.620534 + Penalty 4676.142806 = -1994091.477728
  nChanged 680
		SP:Iteration 3F (195606.780000 sec): 3 clusters
  Score: Raw -1999103.106618 + Penalty 4676.142806 = -1994426.963812
  nChanged 635
		SP:Iteration 4F (195607.030000 sec): 3 clusters
  Score: Raw -1999477.335114 + Penalty 4676.142806 = -1994801.192308
  nChanged 681
		SP:Iteration 5F (195607.270000 sec): 3 clusters
  Score: Raw -1999910.034789 + Penalty 4676.142806 = -1995233.891983
  nChanged 698
		SP:Iteration 6F (195607.540000 sec): 3 clusters
  Score: Raw -2000381.061604 + Penalty 4676.142806 = -1995704.918798
  nChanged 696
		SP:Iteration 7F (195607.750000 sec): 3 clusters
  Score: Raw -2000866.055957 + Penalty 4676.142806 = -1996189.913151
  nChanged 599
		SP:Iteration 8Q (195607.980000 sec): 3 clusters
  Score: Raw -2001310.310031 + Penalty 4676.142806 = -1996634.167225
  nChanged 505
		SP:Iteration 9Q (195608.230000 sec): 3 clusters
  Score: Raw -2001695.657489 + Penalty 4676.142806 = -1997019.514683
  nChanged 374
		SP:Iteration 10Q (195608.480000 sec): 3 clusters
  Score: Raw -2002004.102353 + Penalty 4676.142806 = -1997327.959547
  nChanged 301
		SP:Iteration 11Q (195608.730000 sec): 3 clusters
  Score: Raw -2002251.101747 + Penalty 4676.142806 = -1997574.958941
  nChanged 187
		SP:Iteration 12Q (195608.970000 sec): 3 clusters
  Score: Raw -2002398.757381 + Penalty 4676.142806 = -1997722.614574
  nChanged 150
		SP:Iteration 13Q (195609.140000 sec): 3 clusters
  Score: Raw -2002515.902671 + Penalty 4676.142806 = -1997839.759865
  nChanged 86
		SP:Iteration 14Q (195609.370000 sec): 3 clusters
  Score: Raw -2002591.466805 + Penalty 4676.142806 = -1997915.323998
  nChanged 67
		SP:Iteration 15Q (195609.580000 sec): 3 clusters
  Score: Raw -2002649.934260 + Penalty 4676.142806 = -1997973.791453
  nChanged 51
		SP:Iteration 16Q (195609.860000 sec): 3 clusters
  Score: Raw -2002692.913979 + Penalty 4676.142806 = -1998016.771172
  nChanged 38
		SP:Iteration 17Q (195610.110000 sec): 3 clusters
  Score: Raw -2002727.430750 + Penalty 4676.142806 = -1998051.287944
  nChanged 39
		SP:Iteration 18Q (195610.400000 sec): 3 clusters
  Score: Raw -2002762.975213 + Penalty 4676.142806 = -1998086.832407
  nChanged 25
		SP:Iteration 19Q (195610.610000 sec): 3 clusters
  Score: Raw -2002779.300736 + Penalty 4676.142806 = -1998103.157929
  nChanged 19
		SP:Iteration 20F (195610.850000 sec): 3 clusters
  Score: Raw -2002794.401626 + Penalty 4676.142806 = -1998118.258820
  nChanged 8
		SP:Iteration 21Q (195611.110000 sec): 3 clusters
  Score: Raw -2002799.122362 + Penalty 4676.142806 = -1998122.979556
  nChanged 7
		SP:Iteration 22Q (195611.430000 sec): 3 clusters
  Score: Raw -2002802.609167 + Penalty 4676.142806 = -1998126.466361
  nChanged 3
		SP:Iteration 23Q (195611.670000 sec): 3 clusters
  Score: Raw -2002805.494924 + Penalty 4676.142806 = -1998129.352118
  nChanged 6
		SP:Iteration 24Q (195611.940000 sec): 3 clusters
  Score: Raw -2002808.772422 + Penalty 4676.142806 = -1998132.629616
  nChanged 3
		SP:Iteration 25Q (195612.270000 sec): 3 clusters
  Score: Raw -2002810.236815 + Penalty 4676.142806 = -1998134.094009
  nChanged 3
		SP:Iteration 26Q (195612.470000 sec): 3 clusters
  Score: Raw -2002812.436071 + Penalty 4676.142806 = -1998136.293265
  nChanged 4
		SP:Iteration 27Q (195612.660000 sec): 3 clusters
  Score: Raw -2002815.048269 + Penalty 4676.142806 = -1998138.905463
  nChanged 7
		SP:Iteration 28Q (195612.880000 sec): 3 clusters
  Score: Raw -2002819.455808 + Penalty 4676.142806 = -1998143.313002
  nChanged 10
		SP:Iteration 29Q (195613.130000 sec): 3 clusters
  Score: Raw -2002828.513884 + Penalty 4676.142806 = -1998152.371078
  nChanged 15
		SP:Iteration 30Q (195613.360000 sec): 3 clusters
  Score: Raw -2002844.445973 + Penalty 4676.142806 = -1998168.303167
  nChanged 13
		SP:Iteration 31Q (195613.670000 sec): 3 clusters
  Score: Raw -2002856.535032 + Penalty 4676.142806 = -1998180.392226
  nChanged 12
		SP:Iteration 32Q (195613.910000 sec): 3 clusters
  Score: Raw -2002867.628068 + Penalty 4676.142806 = -1998191.485261
  nChanged 7
		SP:Iteration 33Q (195614.210000 sec): 3 clusters
  Score: Raw -2002873.091026 + Penalty 4676.142806 = -1998196.948220
  nChanged 4
		SP:Iteration 34Q (195614.430000 sec): 3 clusters
  Score: Raw -2002876.661131 + Penalty 4676.142806 = -1998200.518325
  nChanged 6
		SP:Iteration 35Q (195614.690000 sec): 3 clusters
  Score: Raw -2002880.803956 + Penalty 4676.142806 = -1998204.661150
  nChanged 1
		SP:Iteration 36Q (195614.980000 sec): 3 clusters
  Score: Raw -2002881.181093 + Penalty 4676.142806 = -1998205.038287
  nChanged 0
		SP:Iteration 37F (195615.200000 sec): 3 clusters
  Score: Raw -2002881.181093 + Penalty 4676.142806 = -1998205.038287
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 53 (3520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195615.400000 sec): 2 clusters
  Score: Raw -477744.996732 + Penalty 2025.221635 = -475719.775097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195615.610000 sec): 3 clusters
  Score: Raw -476277.980909 + Penalty 4050.443269 = -472227.537640
  nChanged 1310
		SP:Iteration 1F (195615.800000 sec): 3 clusters
  Score: Raw -477555.113544 + Penalty 4050.443269 = -473504.670275
  nChanged 406
		SP:Iteration 2F (195615.920000 sec): 3 clusters
  Score: Raw -478059.085935 + Penalty 4050.443269 = -474008.642666
  nChanged 263
		SP:Iteration 3F (195616.060000 sec): 3 clusters
  Score: Raw -478359.145011 + Penalty 4050.443269 = -474308.701742
  nChanged 188
		SP:Iteration 4F (195616.250000 sec): 3 clusters
  Score: Raw -478560.357209 + Penalty 4050.443269 = -474509.913940
  nChanged 131
		SP:Iteration 5Q (195616.440000 sec): 3 clusters
  Score: Raw -478677.623624 + Penalty 4050.443269 = -474627.180355
  nChanged 98
		SP:Iteration 6Q (195616.570000 sec): 3 clusters
  Score: Raw -478765.930378 + Penalty 4050.443269 = -474715.487109
  nChanged 79
		SP:Iteration 7Q (195616.810000 sec): 3 clusters
  Score: Raw -478819.477865 + Penalty 4050.443269 = -474769.034595
  nChanged 55
		SP:Iteration 8Q (195617.000000 sec): 3 clusters
  Score: Raw -478854.971727 + Penalty 4050.443269 = -474804.528458
  nChanged 45
		SP:Iteration 9Q (195617.220000 sec): 3 clusters
  Score: Raw -478879.179289 + Penalty 4050.443269 = -474828.736020
  nChanged 35
		SP:Iteration 10Q (195617.410000 sec): 3 clusters
  Score: Raw -478901.621612 + Penalty 4050.443269 = -474851.178342
  nChanged 30
		SP:Iteration 11Q (195617.630000 sec): 3 clusters
  Score: Raw -478918.695973 + Penalty 4050.443269 = -474868.252703
  nChanged 27
		SP:Iteration 12Q (195617.820000 sec): 3 clusters
  Score: Raw -478932.475738 + Penalty 4050.443269 = -474882.032469
  nChanged 23
		SP:Iteration 13Q (195618.000000 sec): 3 clusters
  Score: Raw -478951.397325 + Penalty 4050.443269 = -474900.954056
  nChanged 28
		SP:Iteration 14Q (195618.160000 sec): 3 clusters
  Score: Raw -478971.583293 + Penalty 4050.443269 = -474921.140024
  nChanged 24
		SP:Iteration 15Q (195618.390000 sec): 3 clusters
  Score: Raw -478988.539287 + Penalty 4050.443269 = -474938.096018
  nChanged 31
		SP:Iteration 16Q (195618.540000 sec): 3 clusters
  Score: Raw -479010.649647 + Penalty 4050.443269 = -474960.206377
  nChanged 20
		SP:Iteration 17Q (195618.740000 sec): 3 clusters
  Score: Raw -479022.265827 + Penalty 4050.443269 = -474971.822558
  nChanged 26
		SP:Iteration 18Q (195618.920000 sec): 3 clusters
  Score: Raw -479042.168084 + Penalty 4050.443269 = -474991.724815
  nChanged 21
		SP:Iteration 19Q (195619.110000 sec): 3 clusters
  Score: Raw -479057.152313 + Penalty 4050.443269 = -475006.709044
  nChanged 18
		SP:Iteration 20F (195619.270000 sec): 3 clusters
  Score: Raw -479068.453844 + Penalty 4050.443269 = -475018.010575
  nChanged 15
		SP:Iteration 21Q (195619.460000 sec): 3 clusters
  Score: Raw -479075.634788 + Penalty 4050.443269 = -475025.191519
  nChanged 9
		SP:Iteration 22Q (195619.650000 sec): 3 clusters
  Score: Raw -479078.351418 + Penalty 4050.443269 = -475027.908149
  nChanged 2
		SP:Iteration 23Q (195619.800000 sec): 3 clusters
  Score: Raw -479079.059521 + Penalty 4050.443269 = -475028.616252
  nChanged 2
		SP:Iteration 24Q (195619.940000 sec): 3 clusters
  Score: Raw -479080.345039 + Penalty 4050.443269 = -475029.901770
  nChanged 6
		SP:Iteration 25Q (195620.120000 sec): 3 clusters
  Score: Raw -479084.026752 + Penalty 4050.443269 = -475033.583483
  nChanged 8
		SP:Iteration 26Q (195620.320000 sec): 3 clusters
  Score: Raw -479089.291551 + Penalty 4050.443269 = -475038.848281
  nChanged 9
		SP:Iteration 27Q (195620.450000 sec): 3 clusters
  Score: Raw -479092.916726 + Penalty 4050.443269 = -475042.473457
  nChanged 4
		SP:Iteration 28Q (195620.640000 sec): 3 clusters
  Score: Raw -479095.119787 + Penalty 4050.443269 = -475044.676518
  nChanged 5
		SP:Iteration 29Q (195620.780000 sec): 3 clusters
  Score: Raw -479097.733219 + Penalty 4050.443269 = -475047.289950
  nChanged 7
		SP:Iteration 30Q (195620.940000 sec): 3 clusters
  Score: Raw -479100.332266 + Penalty 4050.443269 = -475049.888997
  nChanged 8
		SP:Iteration 31Q (195621.080000 sec): 3 clusters
  Score: Raw -479103.731444 + Penalty 4050.443269 = -475053.288175
  nChanged 5
		SP:Iteration 32Q (195621.240000 sec): 3 clusters
  Score: Raw -479105.291115 + Penalty 4050.443269 = -475054.847845
  nChanged 5
		SP:Iteration 33Q (195621.390000 sec): 3 clusters
  Score: Raw -479106.967681 + Penalty 4050.443269 = -475056.524411
  nChanged 7
		SP:Iteration 34Q (195621.550000 sec): 3 clusters
  Score: Raw -479109.553282 + Penalty 4050.443269 = -475059.110013
  nChanged 6
		SP:Iteration 35Q (195621.700000 sec): 3 clusters
  Score: Raw -479112.947650 + Penalty 4050.443269 = -475062.504381
  nChanged 5
		SP:Iteration 36Q (195621.840000 sec): 3 clusters
  Score: Raw -479114.830959 + Penalty 4050.443269 = -475064.387690
  nChanged 6
		SP:Iteration 37Q (195622.010000 sec): 3 clusters
  Score: Raw -479116.939802 + Penalty 4050.443269 = -475066.496533
  nChanged 3
		SP:Iteration 38Q (195622.200000 sec): 3 clusters
  Score: Raw -479118.865400 + Penalty 4050.443269 = -475068.422131
  nChanged 7
		SP:Iteration 39Q (195622.400000 sec): 3 clusters
  Score: Raw -479122.511167 + Penalty 4050.443269 = -475072.067898
  nChanged 5
		SP:Iteration 40F (195622.580000 sec): 3 clusters
  Score: Raw -479124.525291 + Penalty 4050.443269 = -475074.082022
  nChanged 3
		SP:Iteration 41Q (195622.720000 sec): 3 clusters
  Score: Raw -479125.815878 + Penalty 4050.443269 = -475075.372609
  nChanged 2
		SP:Iteration 42Q (195622.910000 sec): 3 clusters
  Score: Raw -479126.846018 + Penalty 4050.443269 = -475076.402749
  nChanged 3
		SP:Iteration 43Q (195623.070000 sec): 3 clusters
  Score: Raw -479128.448826 + Penalty 4050.443269 = -475078.005557
  nChanged 4
		SP:Iteration 44Q (195623.230000 sec): 3 clusters
  Score: Raw -479130.227187 + Penalty 4050.443269 = -475079.783918
  nChanged 6
		SP:Iteration 45Q (195623.380000 sec): 3 clusters
  Score: Raw -479133.054176 + Penalty 4050.443269 = -475082.610906
  nChanged 8
		SP:Iteration 46Q (195623.550000 sec): 3 clusters
  Score: Raw -479136.484832 + Penalty 4050.443269 = -475086.041563
  nChanged 4
		SP:Iteration 47Q (195623.680000 sec): 3 clusters
  Score: Raw -479138.554655 + Penalty 4050.443269 = -475088.111385
  nChanged 4
		SP:Iteration 48Q (195623.840000 sec): 3 clusters
  Score: Raw -479141.280384 + Penalty 4050.443269 = -475090.837114
  nChanged 7
		SP:Iteration 49Q (195623.960000 sec): 3 clusters
  Score: Raw -479145.061339 + Penalty 4050.443269 = -475094.618070
  nChanged 3
		SP:Iteration 50Q (195624.150000 sec): 3 clusters
  Score: Raw -479146.640953 + Penalty 4050.443269 = -475096.197684
  nChanged 5
		SP:Iteration 51Q (195624.300000 sec): 3 clusters
  Score: Raw -479149.287120 + Penalty 4050.443269 = -475098.843850
  nChanged 6
		SP:Iteration 52Q (195624.490000 sec): 3 clusters
  Score: Raw -479152.165932 + Penalty 4050.443269 = -475101.722663
  nChanged 6
		SP:Iteration 53Q (195624.620000 sec): 3 clusters
  Score: Raw -479155.875777 + Penalty 4050.443269 = -475105.432508
  nChanged 7
		SP:Iteration 54Q (195624.760000 sec): 3 clusters
  Score: Raw -479157.848151 + Penalty 4050.443269 = -475107.404882
  nChanged 4
		SP:Iteration 55Q (195624.930000 sec): 3 clusters
  Score: Raw -479159.403860 + Penalty 4050.443269 = -475108.960590
  nChanged 0
		SP:Iteration 56F (195625.100000 sec): 3 clusters
  Score: Raw -479159.403860 + Penalty 4050.443269 = -475108.960590
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 54 (3350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195625.200000 sec): 2 clusters
  Score: Raw -492405.215184 + Penalty 2012.945475 = -490392.269709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195625.410000 sec): 3 clusters
  Score: Raw -491007.642309 + Penalty 4025.890950 = -486981.751359
  nChanged 1223
		SP:Iteration 1F (195625.560000 sec): 3 clusters
  Score: Raw -492062.706865 + Penalty 4025.890950 = -488036.815915
  nChanged 341
		SP:Iteration 2F (195625.760000 sec): 3 clusters
  Score: Raw -492511.595272 + Penalty 4025.890950 = -488485.704322
  nChanged 278
		SP:Iteration 3F (195625.940000 sec): 3 clusters
  Score: Raw -492871.458862 + Penalty 4025.890950 = -488845.567913
  nChanged 208
		SP:Iteration 4F (195626.040000 sec): 3 clusters
  Score: Raw -493116.115819 + Penalty 4025.890950 = -489090.224869
  nChanged 158
		SP:Iteration 5Q (195626.200000 sec): 3 clusters
  Score: Raw -493267.842747 + Penalty 4025.890950 = -489241.951797
  nChanged 97
		SP:Iteration 6Q (195626.370000 sec): 3 clusters
  Score: Raw -493344.231220 + Penalty 4025.890950 = -489318.340270
  nChanged 66
		SP:Iteration 7Q (195626.490000 sec): 3 clusters
  Score: Raw -493388.865553 + Penalty 4025.890950 = -489362.974603
  nChanged 40
		SP:Iteration 8Q (195626.680000 sec): 3 clusters
  Score: Raw -493416.516405 + Penalty 4025.890950 = -489390.625455
  nChanged 33
		SP:Iteration 9Q (195626.870000 sec): 3 clusters
  Score: Raw -493435.122104 + Penalty 4025.890950 = -489409.231154
  nChanged 22
		SP:Iteration 10Q (195627.060000 sec): 3 clusters
  Score: Raw -493449.505633 + Penalty 4025.890950 = -489423.614683
  nChanged 20
		SP:Iteration 11Q (195627.180000 sec): 3 clusters
  Score: Raw -493459.658003 + Penalty 4025.890950 = -489433.767054
  nChanged 8
		SP:Iteration 12Q (195627.330000 sec): 3 clusters
  Score: Raw -493463.377693 + Penalty 4025.890950 = -489437.486743
  nChanged 15
		SP:Iteration 13Q (195627.470000 sec): 3 clusters
  Score: Raw -493469.959778 + Penalty 4025.890950 = -489444.068828
  nChanged 11
		SP:Iteration 14Q (195627.620000 sec): 3 clusters
  Score: Raw -493475.367999 + Penalty 4025.890950 = -489449.477049
  nChanged 14
		SP:Iteration 15Q (195627.810000 sec): 3 clusters
  Score: Raw -493481.812918 + Penalty 4025.890950 = -489455.921968
  nChanged 12
		SP:Iteration 16Q (195627.950000 sec): 3 clusters
  Score: Raw -493487.794613 + Penalty 4025.890950 = -489461.903663
  nChanged 13
		SP:Iteration 17Q (195628.100000 sec): 3 clusters
  Score: Raw -493492.582069 + Penalty 4025.890950 = -489466.691119
  nChanged 11
		SP:Iteration 18Q (195628.240000 sec): 3 clusters
  Score: Raw -493496.642305 + Penalty 4025.890950 = -489470.751356
  nChanged 10
		SP:Iteration 19Q (195628.390000 sec): 3 clusters
  Score: Raw -493500.500152 + Penalty 4025.890950 = -489474.609202
  nChanged 12
		SP:Iteration 20F (195628.570000 sec): 3 clusters
  Score: Raw -493505.210194 + Penalty 4025.890950 = -489479.319244
  nChanged 7
		SP:Iteration 21Q (195628.690000 sec): 3 clusters
  Score: Raw -493508.117928 + Penalty 4025.890950 = -489482.226978
  nChanged 6
		SP:Iteration 22Q (195628.840000 sec): 3 clusters
  Score: Raw -493510.583856 + Penalty 4025.890950 = -489484.692906
  nChanged 7
		SP:Iteration 23Q (195628.980000 sec): 3 clusters
  Score: Raw -493513.593471 + Penalty 4025.890950 = -489487.702521
  nChanged 6
		SP:Iteration 24Q (195629.120000 sec): 3 clusters
  Score: Raw -493515.964450 + Penalty 4025.890950 = -489490.073500
  nChanged 1
		SP:Iteration 25Q (195629.320000 sec): 3 clusters
  Score: Raw -493516.481201 + Penalty 4025.890950 = -489490.590252
  nChanged 2
		SP:Iteration 26Q (195629.480000 sec): 3 clusters
  Score: Raw -493516.985782 + Penalty 4025.890950 = -489491.094832
  nChanged 0
		SP:Iteration 27F (195629.630000 sec): 3 clusters
  Score: Raw -493516.985782 + Penalty 4025.890950 = -489491.094832
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 55 (5673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195629.770000 sec): 2 clusters
  Score: Raw -913820.658464 + Penalty 2143.581393 = -911677.077072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195629.920000 sec): 3 clusters
  Score: Raw -911080.056817 + Penalty 4287.162785 = -906792.894032
  nChanged 2142
		SP:Iteration 1F (195630.110000 sec): 3 clusters
  Score: Raw -912337.544985 + Penalty 4287.162785 = -908050.382200
  nChanged 410
		SP:Iteration 2F (195630.340000 sec): 3 clusters
  Score: Raw -912554.406080 + Penalty 4287.162785 = -908267.243295
  nChanged 276
		SP:Iteration 3Q (195630.480000 sec): 3 clusters
  Score: Raw -912694.974888 + Penalty 4287.162785 = -908407.812103
  nChanged 204
		SP:Iteration 4Q (195630.650000 sec): 3 clusters
  Score: Raw -912786.721167 + Penalty 4287.162785 = -908499.558382
  nChanged 155
		SP:Iteration 5Q (195630.900000 sec): 3 clusters
  Score: Raw -912856.795203 + Penalty 4287.162785 = -908569.632418
  nChanged 134
		SP:Iteration 6Q (195631.090000 sec): 3 clusters
  Score: Raw -912911.232248 + Penalty 4287.162785 = -908624.069463
  nChanged 100
		SP:Iteration 7Q (195631.230000 sec): 3 clusters
  Score: Raw -912955.816684 + Penalty 4287.162785 = -908668.653899
  nChanged 114
		SP:Iteration 8Q (195631.450000 sec): 3 clusters
  Score: Raw -913002.726304 + Penalty 4287.162785 = -908715.563518
  nChanged 114
		SP:Iteration 9Q (195631.610000 sec): 3 clusters
  Score: Raw -913048.580979 + Penalty 4287.162785 = -908761.418194
  nChanged 106
		SP:Iteration 10Q (195631.840000 sec): 3 clusters
  Score: Raw -913102.062036 + Penalty 4287.162785 = -908814.899251
  nChanged 123
		SP:Iteration 11Q (195632.080000 sec): 3 clusters
  Score: Raw -913163.392634 + Penalty 4287.162785 = -908876.229849
  nChanged 121
		SP:Iteration 12Q (195632.260000 sec): 3 clusters
  Score: Raw -913215.800147 + Penalty 4287.162785 = -908928.637362
  nChanged 114
		SP:Iteration 13Q (195632.480000 sec): 3 clusters
  Score: Raw -913266.926457 + Penalty 4287.162785 = -908979.763672
  nChanged 117
		SP:Iteration 14Q (195632.700000 sec): 3 clusters
  Score: Raw -913323.479505 + Penalty 4287.162785 = -909036.316719
  nChanged 119
		SP:Iteration 15Q (195632.920000 sec): 3 clusters
  Score: Raw -913382.313592 + Penalty 4287.162785 = -909095.150806
  nChanged 129
		SP:Iteration 16Q (195633.050000 sec): 3 clusters
  Score: Raw -913437.795466 + Penalty 4287.162785 = -909150.632681
  nChanged 123
		SP:Iteration 17Q (195633.260000 sec): 3 clusters
  Score: Raw -913504.442666 + Penalty 4287.162785 = -909217.279881
  nChanged 121
		SP:Iteration 18Q (195633.400000 sec): 3 clusters
  Score: Raw -913569.679736 + Penalty 4287.162785 = -909282.516951
  nChanged 129
		SP:Iteration 19Q (195633.560000 sec): 3 clusters
  Score: Raw -913642.451786 + Penalty 4287.162785 = -909355.289000
  nChanged 111
		SP:Iteration 20F (195633.760000 sec): 3 clusters
  Score: Raw -913699.778818 + Penalty 4287.162785 = -909412.616033
  nChanged 96
		SP:Iteration 21Q (195633.990000 sec): 3 clusters
  Score: Raw -913755.794268 + Penalty 4287.162785 = -909468.631483
  nChanged 89
		SP:Iteration 22Q (195634.180000 sec): 3 clusters
  Score: Raw -913815.142426 + Penalty 4287.162785 = -909527.979641
  nChanged 109
		SP:Iteration 23Q (195634.320000 sec): 3 clusters
  Score: Raw -913888.284472 + Penalty 4287.162785 = -909601.121687
  nChanged 108
		SP:Iteration 24Q (195634.470000 sec): 3 clusters
  Score: Raw -913964.786627 + Penalty 4287.162785 = -909677.623842
  nChanged 106
		SP:Iteration 25Q (195634.680000 sec): 3 clusters
  Score: Raw -914027.457063 + Penalty 4287.162785 = -909740.294278
  nChanged 93
		SP:Iteration 26Q (195634.850000 sec): 3 clusters
  Score: Raw -914078.821947 + Penalty 4287.162785 = -909791.659162
  nChanged 86
		SP:Iteration 27Q (195634.990000 sec): 3 clusters
  Score: Raw -914133.053399 + Penalty 4287.162785 = -909845.890614
  nChanged 70
		SP:Iteration 28Q (195635.210000 sec): 3 clusters
  Score: Raw -914183.820140 + Penalty 4287.162785 = -909896.657355
  nChanged 86
		SP:Iteration 29Q (195635.380000 sec): 3 clusters
  Score: Raw -914247.899732 + Penalty 4287.162785 = -909960.736947
  nChanged 77
		SP:Iteration 30Q (195635.590000 sec): 3 clusters
  Score: Raw -914304.266553 + Penalty 4287.162785 = -910017.103768
  nChanged 63
		SP:Iteration 31Q (195635.840000 sec): 3 clusters
  Score: Raw -914349.899394 + Penalty 4287.162785 = -910062.736609
  nChanged 62
		SP:Iteration 32Q (195636.120000 sec): 3 clusters
  Score: Raw -914381.206153 + Penalty 4287.162785 = -910094.043368
  nChanged 39
		SP:Iteration 33Q (195636.290000 sec): 3 clusters
  Score: Raw -914405.130745 + Penalty 4287.162785 = -910117.967960
  nChanged 29
		SP:Iteration 34Q (195636.480000 sec): 3 clusters
  Score: Raw -914421.757673 + Penalty 4287.162785 = -910134.594888
  nChanged 28
		SP:Iteration 35Q (195636.690000 sec): 3 clusters
  Score: Raw -914432.896815 + Penalty 4287.162785 = -910145.734030
  nChanged 19
		SP:Iteration 36Q (195636.900000 sec): 3 clusters
  Score: Raw -914438.263169 + Penalty 4287.162785 = -910151.100383
  nChanged 11
		SP:Iteration 37Q (195637.150000 sec): 3 clusters
  Score: Raw -914441.977125 + Penalty 4287.162785 = -910154.814340
  nChanged 6
		SP:Iteration 38Q (195637.370000 sec): 3 clusters
  Score: Raw -914443.162473 + Penalty 4287.162785 = -910155.999688
  nChanged 6
		SP:Iteration 39Q (195637.580000 sec): 3 clusters
  Score: Raw -914445.632751 + Penalty 4287.162785 = -910158.469966
  nChanged 6
		SP:Iteration 40F (195637.790000 sec): 3 clusters
  Score: Raw -914447.493309 + Penalty 4287.162785 = -910160.330524
  nChanged 2
		SP:Iteration 41Q (195637.980000 sec): 3 clusters
  Score: Raw -914448.150397 + Penalty 4287.162785 = -910160.987612
  nChanged 2
		SP:Iteration 42Q (195638.210000 sec): 3 clusters
  Score: Raw -914448.984954 + Penalty 4287.162785 = -910161.822169
  nChanged 0
		SP:Iteration 43F (195638.430000 sec): 3 clusters
  Score: Raw -914448.984954 + Penalty 4287.162785 = -910161.822169
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 56 (51741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195638.780000 sec): 2 clusters
  Score: Raw -7797166.619372 + Penalty 2691.793434 = -7794474.825937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195639.270000 sec): 3 clusters
  Score: Raw -7764810.125876 + Penalty 5383.586868 = -7759426.539007
  nChanged 23992
		SP:Iteration 1F (195639.760000 sec): 3 clusters
  Score: Raw -7778737.072871 + Penalty 5383.586868 = -7773353.486003
  nChanged 2554
		SP:Iteration 2Q (195640.360000 sec): 3 clusters
  Score: Raw -7779770.807453 + Penalty 5383.586868 = -7774387.220584
  nChanged 2662
		SP:Iteration 3F (195640.900000 sec): 3 clusters
  Score: Raw -7781016.067711 + Penalty 5383.586868 = -7775632.480843
  nChanged 2693
		SP:Iteration 4F (195641.620000 sec): 3 clusters
  Score: Raw -7782361.517615 + Penalty 5383.586868 = -7776977.930746
  nChanged 2723
		SP:Iteration 5F (195642.200000 sec): 3 clusters
  Score: Raw -7783751.336963 + Penalty 5383.586868 = -7778367.750095
  nChanged 2767
		SP:Iteration 6F (195642.850000 sec): 3 clusters
  Score: Raw -7785273.447902 + Penalty 5383.586868 = -7779889.861034
  nChanged 2814
		SP:Iteration 7F (195643.390000 sec): 3 clusters
  Score: Raw -7786985.675090 + Penalty 5383.586868 = -7781602.088221
  nChanged 2871
		SP:Iteration 8F (195643.920000 sec): 3 clusters
  Score: Raw -7788904.435101 + Penalty 5383.586868 = -7783520.848233
  nChanged 2806
		SP:Iteration 9F (195644.490000 sec): 3 clusters
  Score: Raw -7790975.457560 + Penalty 5383.586868 = -7785591.870691
  nChanged 2566
		SP:Iteration 10Q (195645.100000 sec): 3 clusters
  Score: Raw -7792977.851901 + Penalty 5383.586868 = -7787594.265032
  nChanged 2049
		SP:Iteration 11Q (195645.670000 sec): 3 clusters
  Score: Raw -7794609.074417 + Penalty 5383.586868 = -7789225.487549
  nChanged 1533
		SP:Iteration 12Q (195646.270000 sec): 3 clusters
  Score: Raw -7795830.696807 + Penalty 5383.586868 = -7790447.109939
  nChanged 1064
		SP:Iteration 13Q (195646.890000 sec): 3 clusters
  Score: Raw -7796638.784334 + Penalty 5383.586868 = -7791255.197466
  nChanged 690
		SP:Iteration 14Q (195647.440000 sec): 3 clusters
  Score: Raw -7797135.955886 + Penalty 5383.586868 = -7791752.369018
  nChanged 488
		SP:Iteration 15Q (195648.010000 sec): 3 clusters
  Score: Raw -7797441.990233 + Penalty 5383.586868 = -7792058.403365
  nChanged 333
		SP:Iteration 16Q (195648.610000 sec): 3 clusters
  Score: Raw -7797639.562523 + Penalty 5383.586868 = -7792255.975654
  nChanged 215
		SP:Iteration 17Q (195649.190000 sec): 3 clusters
  Score: Raw -7797764.300766 + Penalty 5383.586868 = -7792380.713898
  nChanged 182
		SP:Iteration 18Q (195649.730000 sec): 3 clusters
  Score: Raw -7797867.531558 + Penalty 5383.586868 = -7792483.944690
  nChanged 147
		SP:Iteration 19Q (195650.300000 sec): 3 clusters
  Score: Raw -7797946.017702 + Penalty 5383.586868 = -7792562.430834
  nChanged 116
		SP:Iteration 20F (195650.860000 sec): 3 clusters
  Score: Raw -7798012.087351 + Penalty 5383.586868 = -7792628.500482
  nChanged 111
		SP:Iteration 21Q (195651.380000 sec): 3 clusters
  Score: Raw -7798074.798827 + Penalty 5383.586868 = -7792691.211958
  nChanged 80
		SP:Iteration 22Q (195651.880000 sec): 3 clusters
  Score: Raw -7798109.184221 + Penalty 5383.586868 = -7792725.597353
  nChanged 63
		SP:Iteration 23Q (195652.500000 sec): 3 clusters
  Score: Raw -7798139.446288 + Penalty 5383.586868 = -7792755.859419
  nChanged 51
		SP:Iteration 24Q (195653.040000 sec): 3 clusters
  Score: Raw -7798156.985727 + Penalty 5383.586868 = -7792773.398858
  nChanged 24
		SP:Iteration 25Q (195653.580000 sec): 3 clusters
  Score: Raw -7798165.377315 + Penalty 5383.586868 = -7792781.790446
  nChanged 15
		SP:Iteration 26Q (195654.120000 sec): 3 clusters
  Score: Raw -7798171.173979 + Penalty 5383.586868 = -7792787.587111
  nChanged 18
		SP:Iteration 27Q (195654.650000 sec): 3 clusters
  Score: Raw -7798179.688823 + Penalty 5383.586868 = -7792796.101955
  nChanged 27
		SP:Iteration 28Q (195655.260000 sec): 3 clusters
  Score: Raw -7798191.233177 + Penalty 5383.586868 = -7792807.646309
  nChanged 26
		SP:Iteration 29Q (195655.810000 sec): 3 clusters
  Score: Raw -7798203.148758 + Penalty 5383.586868 = -7792819.561889
  nChanged 25
		SP:Iteration 30Q (195656.350000 sec): 3 clusters
  Score: Raw -7798211.265558 + Penalty 5383.586868 = -7792827.678690
  nChanged 12
		SP:Iteration 31Q (195656.880000 sec): 3 clusters
  Score: Raw -7798214.419013 + Penalty 5383.586868 = -7792830.832145
  nChanged 10
		SP:Iteration 32Q (195657.440000 sec): 3 clusters
  Score: Raw -7798216.693501 + Penalty 5383.586868 = -7792833.106633
  nChanged 14
		SP:Iteration 33Q (195657.950000 sec): 3 clusters
  Score: Raw -7798220.376310 + Penalty 5383.586868 = -7792836.789441
  nChanged 7
		SP:Iteration 34Q (195658.490000 sec): 3 clusters
  Score: Raw -7798222.499317 + Penalty 5383.586868 = -7792838.912449
  nChanged 9
		SP:Iteration 35Q (195659.050000 sec): 3 clusters
  Score: Raw -7798225.235174 + Penalty 5383.586868 = -7792841.648305
  nChanged 7
		SP:Iteration 36Q (195659.650000 sec): 3 clusters
  Score: Raw -7798227.394187 + Penalty 5383.586868 = -7792843.807318
  nChanged 8
		SP:Iteration 37Q (195660.230000 sec): 3 clusters
  Score: Raw -7798230.165051 + Penalty 5383.586868 = -7792846.578182
  nChanged 6
		SP:Iteration 38Q (195660.770000 sec): 3 clusters
  Score: Raw -7798232.205487 + Penalty 5383.586868 = -7792848.618619
  nChanged 8
		SP:Iteration 39Q (195661.340000 sec): 3 clusters
  Score: Raw -7798234.604705 + Penalty 5383.586868 = -7792851.017837
  nChanged 7
		SP:Iteration 40F (195661.870000 sec): 3 clusters
  Score: Raw -7798236.308441 + Penalty 5383.586868 = -7792852.721573
  nChanged 2
		SP:Iteration 41Q (195662.350000 sec): 3 clusters
  Score: Raw -7798236.924074 + Penalty 5383.586868 = -7792853.337205
  nChanged 2
		SP:Iteration 42Q (195662.850000 sec): 3 clusters
  Score: Raw -7798237.740045 + Penalty 5383.586868 = -7792854.153176
  nChanged 3
		SP:Iteration 43Q (195663.390000 sec): 3 clusters
  Score: Raw -7798238.474581 + Penalty 5383.586868 = -7792854.887713
  nChanged 6
		SP:Iteration 44Q (195663.900000 sec): 3 clusters
  Score: Raw -7798240.117222 + Penalty 5383.586868 = -7792856.530353
  nChanged 3
		SP:Iteration 45Q (195664.350000 sec): 3 clusters
  Score: Raw -7798240.940267 + Penalty 5383.586868 = -7792857.353398
  nChanged 0
		SP:Iteration 46F (195664.900000 sec): 3 clusters
  Score: Raw -7798240.940267 + Penalty 5383.586868 = -7792857.353398
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 57 (12364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195665.090000 sec): 2 clusters
  Score: Raw -1954529.143820 + Penalty 2336.790987 = -1952192.352833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195665.310000 sec): 3 clusters
  Score: Raw -1947677.961657 + Penalty 4673.581974 = -1943004.379682
  nChanged 5315
		SP:Iteration 1F (195665.530000 sec): 3 clusters
  Score: Raw -1950704.498415 + Penalty 4673.581974 = -1946030.916440
  nChanged 904
		SP:Iteration 2F (195665.800000 sec): 3 clusters
  Score: Raw -1951194.563866 + Penalty 4673.581974 = -1946520.981892
  nChanged 777
		SP:Iteration 3F (195666.030000 sec): 3 clusters
  Score: Raw -1951633.723341 + Penalty 4673.581974 = -1946960.141366
  nChanged 770
		SP:Iteration 4F (195666.270000 sec): 3 clusters
  Score: Raw -1952151.462201 + Penalty 4673.581974 = -1947477.880226
  nChanged 766
		SP:Iteration 5F (195666.480000 sec): 3 clusters
  Score: Raw -1952711.374772 + Penalty 4673.581974 = -1948037.792798
  nChanged 721
		SP:Iteration 6F (195666.770000 sec): 3 clusters
  Score: Raw -1953261.209808 + Penalty 4673.581974 = -1948587.627833
  nChanged 614
		SP:Iteration 7Q (195667.060000 sec): 3 clusters
  Score: Raw -1953722.506637 + Penalty 4673.581974 = -1949048.924663
  nChanged 484
		SP:Iteration 8Q (195667.280000 sec): 3 clusters
  Score: Raw -1954082.482075 + Penalty 4673.581974 = -1949408.900100
  nChanged 430
		SP:Iteration 9Q (195667.500000 sec): 3 clusters
  Score: Raw -1954439.022526 + Penalty 4673.581974 = -1949765.440551
  nChanged 389
		SP:Iteration 10Q (195667.790000 sec): 3 clusters
  Score: Raw -1954778.840267 + Penalty 4673.581974 = -1950105.258293
  nChanged 368
		SP:Iteration 11Q (195668.010000 sec): 3 clusters
  Score: Raw -1955100.442196 + Penalty 4673.581974 = -1950426.860221
  nChanged 333
		SP:Iteration 12Q (195668.320000 sec): 3 clusters
  Score: Raw -1955441.765633 + Penalty 4673.581974 = -1950768.183659
  nChanged 287
		SP:Iteration 13Q (195668.590000 sec): 3 clusters
  Score: Raw -1955749.597208 + Penalty 4673.581974 = -1951076.015234
  nChanged 256
		SP:Iteration 14Q (195668.840000 sec): 3 clusters
  Score: Raw -1955987.912752 + Penalty 4673.581974 = -1951314.330778
  nChanged 202
		SP:Iteration 15Q (195669.090000 sec): 3 clusters
  Score: Raw -1956184.445244 + Penalty 4673.581974 = -1951510.863269
  nChanged 180
		SP:Iteration 16Q (195669.400000 sec): 3 clusters
  Score: Raw -1956320.461365 + Penalty 4673.581974 = -1951646.879391
  nChanged 140
		SP:Iteration 17Q (195669.690000 sec): 3 clusters
  Score: Raw -1956385.113870 + Penalty 4673.581974 = -1951711.531895
  nChanged 86
		SP:Iteration 18Q (195669.890000 sec): 3 clusters
  Score: Raw -1956420.072380 + Penalty 4673.581974 = -1951746.490406
  nChanged 72
		SP:Iteration 19Q (195670.180000 sec): 3 clusters
  Score: Raw -1956451.636321 + Penalty 4673.581974 = -1951778.054346
  nChanged 64
		SP:Iteration 20F (195670.420000 sec): 3 clusters
  Score: Raw -1956478.541452 + Penalty 4673.581974 = -1951804.959478
  nChanged 65
		SP:Iteration 21Q (195670.680000 sec): 3 clusters
  Score: Raw -1956503.118776 + Penalty 4673.581974 = -1951829.536802
  nChanged 52
		SP:Iteration 22Q (195670.890000 sec): 3 clusters
  Score: Raw -1956519.023447 + Penalty 4673.581974 = -1951845.441472
  nChanged 49
		SP:Iteration 23Q (195671.200000 sec): 3 clusters
  Score: Raw -1956532.353778 + Penalty 4673.581974 = -1951858.771804
  nChanged 26
		SP:Iteration 24Q (195671.470000 sec): 3 clusters
  Score: Raw -1956537.485694 + Penalty 4673.581974 = -1951863.903720
  nChanged 16
		SP:Iteration 25Q (195671.710000 sec): 3 clusters
  Score: Raw -1956540.058894 + Penalty 4673.581974 = -1951866.476919
  nChanged 8
		SP:Iteration 26Q (195672.010000 sec): 3 clusters
  Score: Raw -1956540.943607 + Penalty 4673.581974 = -1951867.361633
  nChanged 6
		SP:Iteration 27Q (195672.260000 sec): 3 clusters
  Score: Raw -1956541.729784 + Penalty 4673.581974 = -1951868.147810
  nChanged 5
		SP:Iteration 28Q (195672.570000 sec): 3 clusters
  Score: Raw -1956542.736313 + Penalty 4673.581974 = -1951869.154339
  nChanged 8
		SP:Iteration 29Q (195672.840000 sec): 3 clusters
  Score: Raw -1956544.055205 + Penalty 4673.581974 = -1951870.473231
  nChanged 5
		SP:Iteration 30Q (195673.090000 sec): 3 clusters
  Score: Raw -1956544.741225 + Penalty 4673.581974 = -1951871.159251
  nChanged 2
		SP:Iteration 31Q (195673.270000 sec): 3 clusters
  Score: Raw -1956544.974336 + Penalty 4673.581974 = -1951871.392361
  nChanged 4
		SP:Iteration 32Q (195673.530000 sec): 3 clusters
  Score: Raw -1956545.681714 + Penalty 4673.581974 = -1951872.099739
  nChanged 5
		SP:Iteration 33Q (195673.790000 sec): 3 clusters
  Score: Raw -1956546.165695 + Penalty 4673.581974 = -1951872.583721
  nChanged 2
		SP:Iteration 34Q (195674.050000 sec): 3 clusters
  Score: Raw -1956546.463655 + Penalty 4673.581974 = -1951872.881681
  nChanged 5
		SP:Iteration 35Q (195674.320000 sec): 3 clusters
  Score: Raw -1956547.437209 + Penalty 4673.581974 = -1951873.855234
  nChanged 0
		SP:Iteration 36F (195674.530000 sec): 3 clusters
  Score: Raw -1956547.437209 + Penalty 4673.581974 = -1951873.855234
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 58 (17695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195674.710000 sec): 2 clusters
  Score: Raw -2751637.093431 + Penalty 2425.697273 = -2749211.396158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195675.060000 sec): 3 clusters
  Score: Raw -2741491.756028 + Penalty 4851.394547 = -2736640.361481
  nChanged 7716
		SP:Iteration 1F (195675.340000 sec): 3 clusters
  Score: Raw -2745587.508334 + Penalty 4851.394547 = -2740736.113787
  nChanged 1043
		SP:Iteration 2F (195675.630000 sec): 3 clusters
  Score: Raw -2746045.011170 + Penalty 4851.394547 = -2741193.616623
  nChanged 941
		SP:Iteration 3F (195675.910000 sec): 3 clusters
  Score: Raw -2746496.181291 + Penalty 4851.394547 = -2741644.786744
  nChanged 901
		SP:Iteration 4F (195676.200000 sec): 3 clusters
  Score: Raw -2746971.398550 + Penalty 4851.394547 = -2742120.004003
  nChanged 909
		SP:Iteration 5F (195676.480000 sec): 3 clusters
  Score: Raw -2747496.406063 + Penalty 4851.394547 = -2742645.011516
  nChanged 944
		SP:Iteration 6F (195676.770000 sec): 3 clusters
  Score: Raw -2748094.529200 + Penalty 4851.394547 = -2743243.134653
  nChanged 1000
		SP:Iteration 7F (195677.050000 sec): 3 clusters
  Score: Raw -2748775.505037 + Penalty 4851.394547 = -2743924.110490
  nChanged 958
		SP:Iteration 8F (195677.370000 sec): 3 clusters
  Score: Raw -2749400.102965 + Penalty 4851.394547 = -2744548.708418
  nChanged 879
		SP:Iteration 9Q (195677.660000 sec): 3 clusters
  Score: Raw -2749910.870579 + Penalty 4851.394547 = -2745059.476032
  nChanged 790
		SP:Iteration 10Q (195677.940000 sec): 3 clusters
  Score: Raw -2750319.210416 + Penalty 4851.394547 = -2745467.815869
  nChanged 623
		SP:Iteration 11Q (195678.230000 sec): 3 clusters
  Score: Raw -2750613.525907 + Penalty 4851.394547 = -2745762.131360
  nChanged 558
		SP:Iteration 12Q (195678.510000 sec): 3 clusters
  Score: Raw -2750843.571029 + Penalty 4851.394547 = -2745992.176482
  nChanged 432
		SP:Iteration 13Q (195678.820000 sec): 3 clusters
  Score: Raw -2750994.750815 + Penalty 4851.394547 = -2746143.356268
  nChanged 362
		SP:Iteration 14Q (195679.100000 sec): 3 clusters
  Score: Raw -2751103.959137 + Penalty 4851.394547 = -2746252.564590
  nChanged 326
		SP:Iteration 15Q (195679.380000 sec): 3 clusters
  Score: Raw -2751189.376002 + Penalty 4851.394547 = -2746337.981456
  nChanged 264
		SP:Iteration 16Q (195679.670000 sec): 3 clusters
  Score: Raw -2751251.205218 + Penalty 4851.394547 = -2746399.810671
  nChanged 184
		SP:Iteration 17Q (195679.950000 sec): 3 clusters
  Score: Raw -2751287.243513 + Penalty 4851.394547 = -2746435.848967
  nChanged 150
		SP:Iteration 18Q (195680.240000 sec): 3 clusters
  Score: Raw -2751310.935409 + Penalty 4851.394547 = -2746459.540863
  nChanged 117
		SP:Iteration 19Q (195680.520000 sec): 3 clusters
  Score: Raw -2751329.629342 + Penalty 4851.394547 = -2746478.234795
  nChanged 102
		SP:Iteration 20F (195680.810000 sec): 3 clusters
  Score: Raw -2751347.350574 + Penalty 4851.394547 = -2746495.956027
  nChanged 97
		SP:Iteration 21Q (195681.090000 sec): 3 clusters
  Score: Raw -2751362.687401 + Penalty 4851.394547 = -2746511.292854
  nChanged 99
		SP:Iteration 22Q (195681.430000 sec): 3 clusters
  Score: Raw -2751377.670890 + Penalty 4851.394547 = -2746526.276343
  nChanged 91
		SP:Iteration 23Q (195681.750000 sec): 3 clusters
  Score: Raw -2751392.448437 + Penalty 4851.394547 = -2746541.053890
  nChanged 80
		SP:Iteration 24Q (195682.060000 sec): 3 clusters
  Score: Raw -2751404.967148 + Penalty 4851.394547 = -2746553.572601
  nChanged 67
		SP:Iteration 25Q (195682.360000 sec): 3 clusters
  Score: Raw -2751414.995246 + Penalty 4851.394547 = -2746563.600700
  nChanged 75
		SP:Iteration 26Q (195682.650000 sec): 3 clusters
  Score: Raw -2751424.310393 + Penalty 4851.394547 = -2746572.915846
  nChanged 57
		SP:Iteration 27Q (195682.930000 sec): 3 clusters
  Score: Raw -2751430.483339 + Penalty 4851.394547 = -2746579.088792
  nChanged 52
		SP:Iteration 28Q (195683.260000 sec): 3 clusters
  Score: Raw -2751437.337638 + Penalty 4851.394547 = -2746585.943091
  nChanged 66
		SP:Iteration 29Q (195683.590000 sec): 3 clusters
  Score: Raw -2751446.904332 + Penalty 4851.394547 = -2746595.509785
  nChanged 68
		SP:Iteration 30Q (195683.870000 sec): 3 clusters
  Score: Raw -2751458.694587 + Penalty 4851.394547 = -2746607.300040
  nChanged 80
		SP:Iteration 31Q (195684.200000 sec): 3 clusters
  Score: Raw -2751469.117326 + Penalty 4851.394547 = -2746617.722779
  nChanged 72
		SP:Iteration 32Q (195684.520000 sec): 3 clusters
  Score: Raw -2751479.006202 + Penalty 4851.394547 = -2746627.611655
  nChanged 67
		SP:Iteration 33Q (195684.850000 sec): 3 clusters
  Score: Raw -2751487.580496 + Penalty 4851.394547 = -2746636.185949
  nChanged 56
		SP:Iteration 34Q (195685.220000 sec): 3 clusters
  Score: Raw -2751496.588745 + Penalty 4851.394547 = -2746645.194198
  nChanged 67
		SP:Iteration 35Q (195685.580000 sec): 3 clusters
  Score: Raw -2751508.237220 + Penalty 4851.394547 = -2746656.842673
  nChanged 74
		SP:Iteration 36Q (195685.860000 sec): 3 clusters
  Score: Raw -2751518.201703 + Penalty 4851.394547 = -2746666.807157
  nChanged 58
		SP:Iteration 37Q (195686.180000 sec): 3 clusters
  Score: Raw -2751527.738230 + Penalty 4851.394547 = -2746676.343684
  nChanged 64
		SP:Iteration 38Q (195686.500000 sec): 3 clusters
  Score: Raw -2751538.003502 + Penalty 4851.394547 = -2746686.608956
  nChanged 59
		SP:Iteration 39Q (195686.860000 sec): 3 clusters
  Score: Raw -2751545.660045 + Penalty 4851.394547 = -2746694.265498
  nChanged 49
		SP:Iteration 40F (195687.190000 sec): 3 clusters
  Score: Raw -2751551.636508 + Penalty 4851.394547 = -2746700.241962
  nChanged 57
		SP:Iteration 41Q (195687.510000 sec): 3 clusters
  Score: Raw -2751557.906446 + Penalty 4851.394547 = -2746706.511899
  nChanged 49
		SP:Iteration 42Q (195687.830000 sec): 3 clusters
  Score: Raw -2751564.211612 + Penalty 4851.394547 = -2746712.817065
  nChanged 52
		SP:Iteration 43Q (195688.150000 sec): 3 clusters
  Score: Raw -2751569.756611 + Penalty 4851.394547 = -2746718.362064
  nChanged 46
		SP:Iteration 44Q (195688.470000 sec): 3 clusters
  Score: Raw -2751575.981057 + Penalty 4851.394547 = -2746724.586510
  nChanged 44
		SP:Iteration 45Q (195688.790000 sec): 3 clusters
  Score: Raw -2751581.050998 + Penalty 4851.394547 = -2746729.656451
  nChanged 48
		SP:Iteration 46Q (195689.160000 sec): 3 clusters
  Score: Raw -2751587.555051 + Penalty 4851.394547 = -2746736.160505
  nChanged 54
		SP:Iteration 47Q (195689.480000 sec): 3 clusters
  Score: Raw -2751593.594458 + Penalty 4851.394547 = -2746742.199911
  nChanged 48
		SP:Iteration 48Q (195689.800000 sec): 3 clusters
  Score: Raw -2751599.943365 + Penalty 4851.394547 = -2746748.548818
  nChanged 46
		SP:Iteration 49Q (195690.120000 sec): 3 clusters
  Score: Raw -2751605.003865 + Penalty 4851.394547 = -2746753.609318
  nChanged 42
		SP:Iteration 50Q (195690.440000 sec): 3 clusters
  Score: Raw -2751609.120337 + Penalty 4851.394547 = -2746757.725790
  nChanged 34
		SP:Iteration 51Q (195690.760000 sec): 3 clusters
  Score: Raw -2751612.817523 + Penalty 4851.394547 = -2746761.422976
  nChanged 44
		SP:Iteration 52Q (195691.080000 sec): 3 clusters
  Score: Raw -2751618.026847 + Penalty 4851.394547 = -2746766.632301
  nChanged 48
		SP:Iteration 53Q (195691.400000 sec): 3 clusters
  Score: Raw -2751624.945709 + Penalty 4851.394547 = -2746773.551162
  nChanged 53
		SP:Iteration 54Q (195691.780000 sec): 3 clusters
  Score: Raw -2751631.704383 + Penalty 4851.394547 = -2746780.309836
  nChanged 45
		SP:Iteration 55Q (195692.090000 sec): 3 clusters
  Score: Raw -2751636.955008 + Penalty 4851.394547 = -2746785.560461
  nChanged 47
		SP:Iteration 56Q (195692.370000 sec): 3 clusters
  Score: Raw -2751643.217804 + Penalty 4851.394547 = -2746791.823257
  nChanged 44
		SP:Iteration 57Q (195692.710000 sec): 3 clusters
  Score: Raw -2751648.363701 + Penalty 4851.394547 = -2746796.969155
  nChanged 43
		SP:Iteration 58Q (195693.020000 sec): 3 clusters
  Score: Raw -2751653.544813 + Penalty 4851.394547 = -2746802.150266
  nChanged 47
		SP:Iteration 59Q (195693.340000 sec): 3 clusters
  Score: Raw -2751660.517505 + Penalty 4851.394547 = -2746809.122958
  nChanged 65
		SP:Iteration 60F (195693.700000 sec): 3 clusters
  Score: Raw -2751668.617992 + Penalty 4851.394547 = -2746817.223445
  nChanged 63
		SP:Iteration 61Q (195693.980000 sec): 3 clusters
  Score: Raw -2751676.025450 + Penalty 4851.394547 = -2746824.630903
  nChanged 56
		SP:Iteration 62Q (195694.290000 sec): 3 clusters
  Score: Raw -2751684.555038 + Penalty 4851.394547 = -2746833.160491
  nChanged 60
		SP:Iteration 63Q (195694.570000 sec): 3 clusters
  Score: Raw -2751693.806371 + Penalty 4851.394547 = -2746842.411824
  nChanged 67
		SP:Iteration 64Q (195694.990000 sec): 3 clusters
  Score: Raw -2751703.309085 + Penalty 4851.394547 = -2746851.914538
  nChanged 63
		SP:Iteration 65Q (195695.300000 sec): 3 clusters
  Score: Raw -2751711.772999 + Penalty 4851.394547 = -2746860.378452
  nChanged 66
		SP:Iteration 66Q (195695.560000 sec): 3 clusters
  Score: Raw -2751721.514048 + Penalty 4851.394547 = -2746870.119501
  nChanged 73
		SP:Iteration 67Q (195695.930000 sec): 3 clusters
  Score: Raw -2751732.186296 + Penalty 4851.394547 = -2746880.791750
  nChanged 77
		SP:Iteration 68Q (195696.240000 sec): 3 clusters
  Score: Raw -2751741.853179 + Penalty 4851.394547 = -2746890.458633
  nChanged 79
		SP:Iteration 69Q (195696.550000 sec): 3 clusters
  Score: Raw -2751754.088137 + Penalty 4851.394547 = -2746902.693590
  nChanged 80
		SP:Iteration 70Q (195696.930000 sec): 3 clusters
  Score: Raw -2751768.553821 + Penalty 4851.394547 = -2746917.159274
  nChanged 92
		SP:Iteration 71Q (195697.280000 sec): 3 clusters
  Score: Raw -2751785.080500 + Penalty 4851.394547 = -2746933.685954
  nChanged 120
		SP:Iteration 72Q (195697.590000 sec): 3 clusters
  Score: Raw -2751808.007766 + Penalty 4851.394547 = -2746956.613220
  nChanged 118
		SP:Iteration 73Q (195697.950000 sec): 3 clusters
  Score: Raw -2751831.488380 + Penalty 4851.394547 = -2746980.093833
  nChanged 116
		SP:Iteration 74Q (195698.330000 sec): 3 clusters
  Score: Raw -2751856.447941 + Penalty 4851.394547 = -2747005.053394
  nChanged 128
		SP:Iteration 75Q (195698.620000 sec): 3 clusters
  Score: Raw -2751879.737649 + Penalty 4851.394547 = -2747028.343102
  nChanged 114
		SP:Iteration 76Q (195698.950000 sec): 3 clusters
  Score: Raw -2751900.257388 + Penalty 4851.394547 = -2747048.862841
  nChanged 113
		SP:Iteration 77Q (195699.290000 sec): 3 clusters
  Score: Raw -2751922.051262 + Penalty 4851.394547 = -2747070.656716
  nChanged 110
		SP:Iteration 78Q (195699.640000 sec): 3 clusters
  Score: Raw -2751942.469423 + Penalty 4851.394547 = -2747091.074876
  nChanged 114
		SP:Iteration 79Q (195700.030000 sec): 3 clusters
  Score: Raw -2751967.360104 + Penalty 4851.394547 = -2747115.965557
  nChanged 119
		SP:Iteration 80F (195700.410000 sec): 3 clusters
  Score: Raw -2751992.562880 + Penalty 4851.394547 = -2747141.168333
  nChanged 131
		SP:Iteration 81Q (195700.660000 sec): 3 clusters
  Score: Raw -2752017.078155 + Penalty 4851.394547 = -2747165.683608
  nChanged 136
		SP:Iteration 82Q (195701.050000 sec): 3 clusters
  Score: Raw -2752046.653933 + Penalty 4851.394547 = -2747195.259387
  nChanged 133
		SP:Iteration 83Q (195701.390000 sec): 3 clusters
  Score: Raw -2752079.584097 + Penalty 4851.394547 = -2747228.189551
  nChanged 122
		SP:Iteration 84Q (195701.670000 sec): 3 clusters
  Score: Raw -2752106.270686 + Penalty 4851.394547 = -2747254.876139
  nChanged 120
		SP:Iteration 85Q (195702.010000 sec): 3 clusters
  Score: Raw -2752132.617873 + Penalty 4851.394547 = -2747281.223326
  nChanged 123
		SP:Iteration 86Q (195702.290000 sec): 3 clusters
  Score: Raw -2752158.086385 + Penalty 4851.394547 = -2747306.691838
  nChanged 124
		SP:Iteration 87Q (195702.580000 sec): 3 clusters
  Score: Raw -2752185.726464 + Penalty 4851.394547 = -2747334.331917
  nChanged 124
		SP:Iteration 88Q (195702.890000 sec): 3 clusters
  Score: Raw -2752215.525537 + Penalty 4851.394547 = -2747364.130990
  nChanged 150
		SP:Iteration 89Q (195703.180000 sec): 3 clusters
  Score: Raw -2752252.689550 + Penalty 4851.394547 = -2747401.295004
  nChanged 143
		SP:Iteration 90Q (195703.520000 sec): 3 clusters
  Score: Raw -2752287.370201 + Penalty 4851.394547 = -2747435.975655
  nChanged 136
		SP:Iteration 91Q (195703.880000 sec): 3 clusters
  Score: Raw -2752321.500559 + Penalty 4851.394547 = -2747470.106012
  nChanged 140
		SP:Iteration 92Q (195704.260000 sec): 3 clusters
  Score: Raw -2752355.641109 + Penalty 4851.394547 = -2747504.246562
  nChanged 137
		SP:Iteration 93Q (195704.520000 sec): 3 clusters
  Score: Raw -2752386.889177 + Penalty 4851.394547 = -2747535.494630
  nChanged 131
		SP:Iteration 94Q (195704.910000 sec): 3 clusters
  Score: Raw -2752418.011899 + Penalty 4851.394547 = -2747566.617353
  nChanged 142
		SP:Iteration 95Q (195705.170000 sec): 3 clusters
  Score: Raw -2752451.798780 + Penalty 4851.394547 = -2747600.404234
  nChanged 134
		SP:Iteration 96Q (195705.490000 sec): 3 clusters
  Score: Raw -2752487.711572 + Penalty 4851.394547 = -2747636.317026
  nChanged 142
		SP:Iteration 97Q (195705.860000 sec): 3 clusters
  Score: Raw -2752520.865131 + Penalty 4851.394547 = -2747669.470584
  nChanged 121
		SP:Iteration 98Q (195706.270000 sec): 3 clusters
  Score: Raw -2752547.871472 + Penalty 4851.394547 = -2747696.476925
  nChanged 112
		SP:Iteration 99Q (195706.610000 sec): 3 clusters
  Score: Raw -2752574.375074 + Penalty 4851.394547 = -2747722.980527
  nChanged 102
		SP:Iteration 100F (195706.980000 sec): 3 clusters
  Score: Raw -2752603.688619 + Penalty 4851.394547 = -2747752.294072
  nChanged 109
		SP:Iteration 101Q (195707.320000 sec): 3 clusters
  Score: Raw -2752632.978873 + Penalty 4851.394547 = -2747781.584326
  nChanged 111
		SP:Iteration 102Q (195707.640000 sec): 3 clusters
  Score: Raw -2752664.729732 + Penalty 4851.394547 = -2747813.335185
  nChanged 118
		SP:Iteration 103Q (195707.960000 sec): 3 clusters
  Score: Raw -2752698.235955 + Penalty 4851.394547 = -2747846.841408
  nChanged 102
		SP:Iteration 104Q (195708.300000 sec): 3 clusters
  Score: Raw -2752725.497784 + Penalty 4851.394547 = -2747874.103237
  nChanged 105
		SP:Iteration 105Q (195708.540000 sec): 3 clusters
  Score: Raw -2752753.797526 + Penalty 4851.394547 = -2747902.402979
  nChanged 98
		SP:Iteration 106Q (195708.880000 sec): 3 clusters
  Score: Raw -2752781.093744 + Penalty 4851.394547 = -2747929.699197
  nChanged 108
		SP:Iteration 107Q (195709.150000 sec): 3 clusters
  Score: Raw -2752810.677666 + Penalty 4851.394547 = -2747959.283119
  nChanged 95
		SP:Iteration 108Q (195709.460000 sec): 3 clusters
  Score: Raw -2752835.916975 + Penalty 4851.394547 = -2747984.522428
  nChanged 100
		SP:Iteration 109Q (195709.800000 sec): 3 clusters
  Score: Raw -2752863.219463 + Penalty 4851.394547 = -2748011.824916
  nChanged 85
		SP:Iteration 110Q (195710.120000 sec): 3 clusters
  Score: Raw -2752886.529424 + Penalty 4851.394547 = -2748035.134877
  nChanged 80
		SP:Iteration 111Q (195710.350000 sec): 3 clusters
  Score: Raw -2752908.814579 + Penalty 4851.394547 = -2748057.420032
  nChanged 70
		SP:Iteration 112Q (195710.660000 sec): 3 clusters
  Score: Raw -2752926.857455 + Penalty 4851.394547 = -2748075.462908
  nChanged 69
		SP:Iteration 113Q (195710.960000 sec): 3 clusters
  Score: Raw -2752942.600369 + Penalty 4851.394547 = -2748091.205822
  nChanged 61
		SP:Iteration 114Q (195711.190000 sec): 3 clusters
  Score: Raw -2752957.448801 + Penalty 4851.394547 = -2748106.054254
  nChanged 45
		SP:Iteration 115Q (195711.460000 sec): 3 clusters
  Score: Raw -2752968.983605 + Penalty 4851.394547 = -2748117.589058
  nChanged 41
		SP:Iteration 116Q (195711.720000 sec): 3 clusters
  Score: Raw -2752977.808123 + Penalty 4851.394547 = -2748126.413577
  nChanged 30
		SP:Iteration 117Q (195711.990000 sec): 3 clusters
  Score: Raw -2752982.588181 + Penalty 4851.394547 = -2748131.193634
  nChanged 23
		SP:Iteration 118Q (195712.300000 sec): 3 clusters
  Score: Raw -2752987.224941 + Penalty 4851.394547 = -2748135.830394
  nChanged 20
		SP:Iteration 119Q (195712.530000 sec): 3 clusters
  Score: Raw -2752990.449890 + Penalty 4851.394547 = -2748139.055343
  nChanged 15
		SP:Iteration 120F (195712.840000 sec): 3 clusters
  Score: Raw -2752993.337073 + Penalty 4851.394547 = -2748141.942526
  nChanged 16
		SP:Iteration 121Q (195713.110000 sec): 3 clusters
  Score: Raw -2752995.981951 + Penalty 4851.394547 = -2748144.587404
  nChanged 13
		SP:Iteration 122Q (195713.470000 sec): 3 clusters
  Score: Raw -2752998.253758 + Penalty 4851.394547 = -2748146.859211
  nChanged 14
		SP:Iteration 123Q (195713.830000 sec): 3 clusters
  Score: Raw -2753000.219727 + Penalty 4851.394547 = -2748148.825180
  nChanged 9
		SP:Iteration 124Q (195714.060000 sec): 3 clusters
  Score: Raw -2753001.388415 + Penalty 4851.394547 = -2748149.993868
  nChanged 11
		SP:Iteration 125Q (195714.350000 sec): 3 clusters
  Score: Raw -2753002.552987 + Penalty 4851.394547 = -2748151.158440
  nChanged 4
		SP:Iteration 126Q (195714.570000 sec): 3 clusters
  Score: Raw -2753002.966603 + Penalty 4851.394547 = -2748151.572056
  nChanged 0
		SP:Iteration 127F (195714.850000 sec): 3 clusters
  Score: Raw -2753002.966603 + Penalty 4851.394547 = -2748151.572056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 59 (17347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195715.110000 sec): 2 clusters
  Score: Raw -2658907.303446 + Penalty 2420.771365 = -2656486.532081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195715.380000 sec): 3 clusters
  Score: Raw -2648941.639353 + Penalty 4841.542730 = -2644100.096622
  nChanged 7588
		SP:Iteration 1F (195715.610000 sec): 3 clusters
  Score: Raw -2653095.713955 + Penalty 4841.542730 = -2648254.171225
  nChanged 1050
		SP:Iteration 2F (195715.880000 sec): 3 clusters
  Score: Raw -2653525.207073 + Penalty 4841.542730 = -2648683.664342
  nChanged 863
		SP:Iteration 3Q (195716.240000 sec): 3 clusters
  Score: Raw -2653834.498543 + Penalty 4841.542730 = -2648992.955812
  nChanged 703
		SP:Iteration 4Q (195716.590000 sec): 3 clusters
  Score: Raw -2654078.813584 + Penalty 4841.542730 = -2649237.270854
  nChanged 625
		SP:Iteration 5Q (195716.940000 sec): 3 clusters
  Score: Raw -2654298.197351 + Penalty 4841.542730 = -2649456.654621
  nChanged 593
		SP:Iteration 6Q (195717.370000 sec): 3 clusters
  Score: Raw -2654506.792262 + Penalty 4841.542730 = -2649665.249532
  nChanged 510
		SP:Iteration 7Q (195717.770000 sec): 3 clusters
  Score: Raw -2654670.882337 + Penalty 4841.542730 = -2649829.339606
  nChanged 476
		SP:Iteration 8Q (195718.150000 sec): 3 clusters
  Score: Raw -2654824.001818 + Penalty 4841.542730 = -2649982.459087
  nChanged 449
		SP:Iteration 9Q (195718.500000 sec): 3 clusters
  Score: Raw -2654967.457597 + Penalty 4841.542730 = -2650125.914867
  nChanged 439
		SP:Iteration 10Q (195718.890000 sec): 3 clusters
  Score: Raw -2655123.982071 + Penalty 4841.542730 = -2650282.439340
  nChanged 485
		SP:Iteration 11Q (195719.210000 sec): 3 clusters
  Score: Raw -2655322.357022 + Penalty 4841.542730 = -2650480.814292
  nChanged 530
		SP:Iteration 12Q (195719.600000 sec): 3 clusters
  Score: Raw -2655544.728405 + Penalty 4841.542730 = -2650703.185675
  nChanged 551
		SP:Iteration 13Q (195720.000000 sec): 3 clusters
  Score: Raw -2655796.146715 + Penalty 4841.542730 = -2650954.603985
  nChanged 557
		SP:Iteration 14Q (195720.310000 sec): 3 clusters
  Score: Raw -2656074.312028 + Penalty 4841.542730 = -2651232.769298
  nChanged 540
		SP:Iteration 15Q (195720.650000 sec): 3 clusters
  Score: Raw -2656362.936910 + Penalty 4841.542730 = -2651521.394180
  nChanged 523
		SP:Iteration 16Q (195721.010000 sec): 3 clusters
  Score: Raw -2656624.066245 + Penalty 4841.542730 = -2651782.523515
  nChanged 452
		SP:Iteration 17Q (195721.310000 sec): 3 clusters
  Score: Raw -2656839.154511 + Penalty 4841.542730 = -2651997.611780
  nChanged 421
		SP:Iteration 18Q (195721.650000 sec): 3 clusters
  Score: Raw -2657027.585870 + Penalty 4841.542730 = -2652186.043140
  nChanged 355
		SP:Iteration 19Q (195721.910000 sec): 3 clusters
  Score: Raw -2657178.917100 + Penalty 4841.542730 = -2652337.374369
  nChanged 317
		SP:Iteration 20F (195722.210000 sec): 3 clusters
  Score: Raw -2657296.038011 + Penalty 4841.542730 = -2652454.495281
  nChanged 268
		SP:Iteration 21Q (195722.500000 sec): 3 clusters
  Score: Raw -2657396.564072 + Penalty 4841.542730 = -2652555.021341
  nChanged 232
		SP:Iteration 22Q (195722.760000 sec): 3 clusters
  Score: Raw -2657479.386320 + Penalty 4841.542730 = -2652637.843590
  nChanged 174
		SP:Iteration 23Q (195723.050000 sec): 3 clusters
  Score: Raw -2657530.332347 + Penalty 4841.542730 = -2652688.789616
  nChanged 161
		SP:Iteration 24Q (195723.380000 sec): 3 clusters
  Score: Raw -2657582.293868 + Penalty 4841.542730 = -2652740.751138
  nChanged 185
		SP:Iteration 25Q (195723.690000 sec): 3 clusters
  Score: Raw -2657645.972213 + Penalty 4841.542730 = -2652804.429483
  nChanged 161
		SP:Iteration 26Q (195724.010000 sec): 3 clusters
  Score: Raw -2657694.513826 + Penalty 4841.542730 = -2652852.971095
  nChanged 146
		SP:Iteration 27Q (195724.290000 sec): 3 clusters
  Score: Raw -2657732.948728 + Penalty 4841.542730 = -2652891.405998
  nChanged 121
		SP:Iteration 28Q (195724.580000 sec): 3 clusters
  Score: Raw -2657765.756166 + Penalty 4841.542730 = -2652924.213436
  nChanged 122
		SP:Iteration 29Q (195724.890000 sec): 3 clusters
  Score: Raw -2657798.095175 + Penalty 4841.542730 = -2652956.552444
  nChanged 123
		SP:Iteration 30Q (195725.190000 sec): 3 clusters
  Score: Raw -2657827.120079 + Penalty 4841.542730 = -2652985.577349
  nChanged 118
		SP:Iteration 31Q (195725.520000 sec): 3 clusters
  Score: Raw -2657855.808670 + Penalty 4841.542730 = -2653014.265940
  nChanged 112
		SP:Iteration 32Q (195725.840000 sec): 3 clusters
  Score: Raw -2657880.646023 + Penalty 4841.542730 = -2653039.103293
  nChanged 101
		SP:Iteration 33Q (195726.080000 sec): 3 clusters
  Score: Raw -2657905.281854 + Penalty 4841.542730 = -2653063.739123
  nChanged 100
		SP:Iteration 34Q (195726.440000 sec): 3 clusters
  Score: Raw -2657934.174448 + Penalty 4841.542730 = -2653092.631718
  nChanged 109
		SP:Iteration 35Q (195726.700000 sec): 3 clusters
  Score: Raw -2657963.249243 + Penalty 4841.542730 = -2653121.706513
  nChanged 109
		SP:Iteration 36Q (195727.050000 sec): 3 clusters
  Score: Raw -2657992.660213 + Penalty 4841.542730 = -2653151.117483
  nChanged 111
		SP:Iteration 37Q (195727.330000 sec): 3 clusters
  Score: Raw -2658018.645947 + Penalty 4841.542730 = -2653177.103216
  nChanged 93
		SP:Iteration 38Q (195727.710000 sec): 3 clusters
  Score: Raw -2658041.483623 + Penalty 4841.542730 = -2653199.940893
  nChanged 108
		SP:Iteration 39Q (195728.070000 sec): 3 clusters
  Score: Raw -2658070.260943 + Penalty 4841.542730 = -2653228.718212
  nChanged 101
		SP:Iteration 40F (195728.400000 sec): 3 clusters
  Score: Raw -2658095.268181 + Penalty 4841.542730 = -2653253.725450
  nChanged 104
		SP:Iteration 41Q (195728.770000 sec): 3 clusters
  Score: Raw -2658126.394328 + Penalty 4841.542730 = -2653284.851598
  nChanged 125
		SP:Iteration 42Q (195729.170000 sec): 3 clusters
  Score: Raw -2658169.236669 + Penalty 4841.542730 = -2653327.693939
  nChanged 134
		SP:Iteration 43Q (195729.570000 sec): 3 clusters
  Score: Raw -2658217.717890 + Penalty 4841.542730 = -2653376.175160
  nChanged 123
		SP:Iteration 44Q (195729.950000 sec): 3 clusters
  Score: Raw -2658263.287908 + Penalty 4841.542730 = -2653421.745178
  nChanged 125
		SP:Iteration 45Q (195730.280000 sec): 3 clusters
  Score: Raw -2658306.579580 + Penalty 4841.542730 = -2653465.036850
  nChanged 119
		SP:Iteration 46Q (195730.600000 sec): 3 clusters
  Score: Raw -2658345.179293 + Penalty 4841.542730 = -2653503.636562
  nChanged 119
		SP:Iteration 47Q (195730.930000 sec): 3 clusters
  Score: Raw -2658388.901361 + Penalty 4841.542730 = -2653547.358631
  nChanged 135
		SP:Iteration 48Q (195731.210000 sec): 3 clusters
  Score: Raw -2658445.720592 + Penalty 4841.542730 = -2653604.177862
  nChanged 142
		SP:Iteration 49Q (195731.470000 sec): 3 clusters
  Score: Raw -2658509.406436 + Penalty 4841.542730 = -2653667.863706
  nChanged 157
		SP:Iteration 50Q (195731.730000 sec): 3 clusters
  Score: Raw -2658579.019826 + Penalty 4841.542730 = -2653737.477096
  nChanged 150
		SP:Iteration 51Q (195732.000000 sec): 3 clusters
  Score: Raw -2658647.854686 + Penalty 4841.542730 = -2653806.311955
  nChanged 157
		SP:Iteration 52Q (195732.190000 sec): 3 clusters
  Score: Raw -2658726.748874 + Penalty 4841.542730 = -2653885.206143
  nChanged 147
		SP:Iteration 53Q (195732.440000 sec): 3 clusters
  Score: Raw -2658796.124790 + Penalty 4841.542730 = -2653954.582059
  nChanged 128
		SP:Iteration 54Q (195732.700000 sec): 3 clusters
  Score: Raw -2658860.126827 + Penalty 4841.542730 = -2654018.584096
  nChanged 137
		SP:Iteration 55Q (195733.060000 sec): 3 clusters
  Score: Raw -2658933.222465 + Penalty 4841.542730 = -2654091.679734
  nChanged 130
		SP:Iteration 56Q (195733.290000 sec): 3 clusters
  Score: Raw -2658997.398368 + Penalty 4841.542730 = -2654155.855638
  nChanged 126
		SP:Iteration 57Q (195733.600000 sec): 3 clusters
  Score: Raw -2659061.851076 + Penalty 4841.542730 = -2654220.308346
  nChanged 106
		SP:Iteration 58Q (195733.870000 sec): 3 clusters
  Score: Raw -2659117.928292 + Penalty 4841.542730 = -2654276.385562
  nChanged 91
		SP:Iteration 59Q (195734.110000 sec): 3 clusters
  Score: Raw -2659165.411952 + Penalty 4841.542730 = -2654323.869221
  nChanged 83
		SP:Iteration 60F (195734.470000 sec): 3 clusters
  Score: Raw -2659207.653319 + Penalty 4841.542730 = -2654366.110589
  nChanged 77
		SP:Iteration 61Q (195734.710000 sec): 3 clusters
  Score: Raw -2659254.059576 + Penalty 4841.542730 = -2654412.516845
  nChanged 65
		SP:Iteration 62Q (195734.960000 sec): 3 clusters
  Score: Raw -2659294.236864 + Penalty 4841.542730 = -2654452.694133
  nChanged 55
		SP:Iteration 63Q (195735.250000 sec): 3 clusters
  Score: Raw -2659325.866562 + Penalty 4841.542730 = -2654484.323832
  nChanged 47
		SP:Iteration 64Q (195735.480000 sec): 3 clusters
  Score: Raw -2659352.200088 + Penalty 4841.542730 = -2654510.657358
  nChanged 32
		SP:Iteration 65Q (195735.810000 sec): 3 clusters
  Score: Raw -2659370.185090 + Penalty 4841.542730 = -2654528.642360
  nChanged 34
		SP:Iteration 66Q (195736.130000 sec): 3 clusters
  Score: Raw -2659385.210817 + Penalty 4841.542730 = -2654543.668087
  nChanged 20
		SP:Iteration 67Q (195736.370000 sec): 3 clusters
  Score: Raw -2659397.209130 + Penalty 4841.542730 = -2654555.666400
  nChanged 21
		SP:Iteration 68Q (195736.620000 sec): 3 clusters
  Score: Raw -2659409.777055 + Penalty 4841.542730 = -2654568.234324
  nChanged 26
		SP:Iteration 69Q (195736.880000 sec): 3 clusters
  Score: Raw -2659423.725200 + Penalty 4841.542730 = -2654582.182470
  nChanged 14
		SP:Iteration 70Q (195737.130000 sec): 3 clusters
  Score: Raw -2659429.029153 + Penalty 4841.542730 = -2654587.486423
  nChanged 12
		SP:Iteration 71Q (195737.430000 sec): 3 clusters
  Score: Raw -2659435.727236 + Penalty 4841.542730 = -2654594.184506
  nChanged 11
		SP:Iteration 72Q (195737.720000 sec): 3 clusters
  Score: Raw -2659442.520672 + Penalty 4841.542730 = -2654600.977942
  nChanged 10
		SP:Iteration 73Q (195738.020000 sec): 3 clusters
  Score: Raw -2659448.357206 + Penalty 4841.542730 = -2654606.814476
  nChanged 7
		SP:Iteration 74Q (195738.280000 sec): 3 clusters
  Score: Raw -2659452.028400 + Penalty 4841.542730 = -2654610.485670
  nChanged 7
		SP:Iteration 75Q (195738.560000 sec): 3 clusters
  Score: Raw -2659455.076348 + Penalty 4841.542730 = -2654613.533618
  nChanged 8
		SP:Iteration 76Q (195738.810000 sec): 3 clusters
  Score: Raw -2659457.996091 + Penalty 4841.542730 = -2654616.453361
  nChanged 6
		SP:Iteration 77Q (195739.060000 sec): 3 clusters
  Score: Raw -2659461.305769 + Penalty 4841.542730 = -2654619.763039
  nChanged 3
		SP:Iteration 78Q (195739.320000 sec): 3 clusters
  Score: Raw -2659462.108859 + Penalty 4841.542730 = -2654620.566129
  nChanged 3
		SP:Iteration 79Q (195739.580000 sec): 3 clusters
  Score: Raw -2659464.400898 + Penalty 4841.542730 = -2654622.858167
  nChanged 3
		SP:Iteration 80F (195739.840000 sec): 3 clusters
  Score: Raw -2659465.517484 + Penalty 4841.542730 = -2654623.974754
  nChanged 1
		SP:Iteration 81Q (195740.180000 sec): 3 clusters
  Score: Raw -2659465.941246 + Penalty 4841.542730 = -2654624.398515
  nChanged 1
		SP:Iteration 82Q (195740.460000 sec): 3 clusters
  Score: Raw -2659466.476095 + Penalty 4841.542730 = -2654624.933365
  nChanged 2
		SP:Iteration 83Q (195740.720000 sec): 3 clusters
  Score: Raw -2659467.616177 + Penalty 4841.542730 = -2654626.073446
  nChanged 1
		SP:Iteration 84Q (195741.060000 sec): 3 clusters
  Score: Raw -2659467.778489 + Penalty 4841.542730 = -2654626.235758
  nChanged 0
		SP:Iteration 85F (195741.330000 sec): 3 clusters
  Score: Raw -2659467.778489 + Penalty 4841.542730 = -2654626.235758
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 60 (47001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195741.720000 sec): 2 clusters
  Score: Raw -7184235.555704 + Penalty 2667.965191 = -7181567.590513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195742.280000 sec): 3 clusters
  Score: Raw -7155246.903447 + Penalty 5335.930382 = -7149910.973065
  nChanged 21622
		SP:Iteration 1F (195742.920000 sec): 3 clusters
  Score: Raw -7167566.590598 + Penalty 5335.930382 = -7162230.660216
  nChanged 2362
		SP:Iteration 2F (195743.430000 sec): 3 clusters
  Score: Raw -7168648.945815 + Penalty 5335.930382 = -7163313.015433
  nChanged 2641
		SP:Iteration 3F (195743.990000 sec): 3 clusters
  Score: Raw -7170020.580075 + Penalty 5335.930382 = -7164684.649693
  nChanged 2812
		SP:Iteration 4F (195744.480000 sec): 3 clusters
  Score: Raw -7171677.495236 + Penalty 5335.930382 = -7166341.564854
  nChanged 2885
		SP:Iteration 5F (195745.090000 sec): 3 clusters
  Score: Raw -7173533.828484 + Penalty 5335.930382 = -7168197.898102
  nChanged 2937
		SP:Iteration 6F (195745.600000 sec): 3 clusters
  Score: Raw -7175507.025967 + Penalty 5335.930382 = -7170171.095585
  nChanged 2763
		SP:Iteration 7F (195746.110000 sec): 3 clusters
  Score: Raw -7177400.044828 + Penalty 5335.930382 = -7172064.114446
  nChanged 2543
		SP:Iteration 8F (195746.640000 sec): 3 clusters
  Score: Raw -7179209.774359 + Penalty 5335.930382 = -7173873.843977
  nChanged 2217
		SP:Iteration 9Q (195747.080000 sec): 3 clusters
  Score: Raw -7180801.030812 + Penalty 5335.930382 = -7175465.100430
  nChanged 1792
		SP:Iteration 10Q (195747.660000 sec): 3 clusters
  Score: Raw -7182089.997223 + Penalty 5335.930382 = -7176754.066841
  nChanged 1381
		SP:Iteration 11Q (195748.150000 sec): 3 clusters
  Score: Raw -7183028.443588 + Penalty 5335.930382 = -7177692.513206
  nChanged 1012
		SP:Iteration 12Q (195748.680000 sec): 3 clusters
  Score: Raw -7183694.443866 + Penalty 5335.930382 = -7178358.513484
  nChanged 677
		SP:Iteration 13Q (195749.240000 sec): 3 clusters
  Score: Raw -7184125.807187 + Penalty 5335.930382 = -7178789.876805
  nChanged 433
		SP:Iteration 14Q (195749.760000 sec): 3 clusters
  Score: Raw -7184389.814344 + Penalty 5335.930382 = -7179053.883962
  nChanged 263
		SP:Iteration 15Q (195750.280000 sec): 3 clusters
  Score: Raw -7184553.465007 + Penalty 5335.930382 = -7179217.534625
  nChanged 194
		SP:Iteration 16Q (195750.790000 sec): 3 clusters
  Score: Raw -7184665.754398 + Penalty 5335.930382 = -7179329.824016
  nChanged 122
		SP:Iteration 17Q (195751.270000 sec): 3 clusters
  Score: Raw -7184727.393310 + Penalty 5335.930382 = -7179391.462928
  nChanged 87
		SP:Iteration 18Q (195751.790000 sec): 3 clusters
  Score: Raw -7184769.977051 + Penalty 5335.930382 = -7179434.046669
  nChanged 47
		SP:Iteration 19Q (195752.290000 sec): 3 clusters
  Score: Raw -7184793.803737 + Penalty 5335.930382 = -7179457.873355
  nChanged 41
		SP:Iteration 20F (195752.780000 sec): 3 clusters
  Score: Raw -7184817.437163 + Penalty 5335.930382 = -7179481.506781
  nChanged 36
		SP:Iteration 21Q (195753.290000 sec): 3 clusters
  Score: Raw -7184841.443587 + Penalty 5335.930382 = -7179505.513205
  nChanged 36
		SP:Iteration 22Q (195753.800000 sec): 3 clusters
  Score: Raw -7184862.085220 + Penalty 5335.930382 = -7179526.154839
  nChanged 32
		SP:Iteration 23Q (195754.270000 sec): 3 clusters
  Score: Raw -7184884.957210 + Penalty 5335.930382 = -7179549.026828
  nChanged 27
		SP:Iteration 24Q (195754.760000 sec): 3 clusters
  Score: Raw -7184904.331548 + Penalty 5335.930382 = -7179568.401166
  nChanged 31
		SP:Iteration 25Q (195755.320000 sec): 3 clusters
  Score: Raw -7184926.156034 + Penalty 5335.930382 = -7179590.225652
  nChanged 33
		SP:Iteration 26Q (195755.800000 sec): 3 clusters
  Score: Raw -7184943.668184 + Penalty 5335.930382 = -7179607.737802
  nChanged 24
		SP:Iteration 27Q (195756.300000 sec): 3 clusters
  Score: Raw -7184956.682143 + Penalty 5335.930382 = -7179620.751761
  nChanged 19
		SP:Iteration 28Q (195756.820000 sec): 3 clusters
  Score: Raw -7184967.852911 + Penalty 5335.930382 = -7179631.922530
  nChanged 18
		SP:Iteration 29Q (195757.280000 sec): 3 clusters
  Score: Raw -7184974.778583 + Penalty 5335.930382 = -7179638.848201
  nChanged 9
		SP:Iteration 30Q (195757.820000 sec): 3 clusters
  Score: Raw -7184979.902110 + Penalty 5335.930382 = -7179643.971728
  nChanged 13
		SP:Iteration 31Q (195758.300000 sec): 3 clusters
  Score: Raw -7184988.451610 + Penalty 5335.930382 = -7179652.521228
  nChanged 10
		SP:Iteration 32Q (195758.770000 sec): 3 clusters
  Score: Raw -7184994.627000 + Penalty 5335.930382 = -7179658.696618
  nChanged 12
		SP:Iteration 33Q (195759.340000 sec): 3 clusters
  Score: Raw -7185002.905275 + Penalty 5335.930382 = -7179666.974893
  nChanged 14
		SP:Iteration 34Q (195759.880000 sec): 3 clusters
  Score: Raw -7185012.038751 + Penalty 5335.930382 = -7179676.108369
  nChanged 13
		SP:Iteration 35Q (195760.350000 sec): 3 clusters
  Score: Raw -7185020.017286 + Penalty 5335.930382 = -7179684.086904
  nChanged 15
		SP:Iteration 36Q (195760.890000 sec): 3 clusters
  Score: Raw -7185027.912311 + Penalty 5335.930382 = -7179691.981930
  nChanged 16
		SP:Iteration 37Q (195761.440000 sec): 3 clusters
  Score: Raw -7185036.864512 + Penalty 5335.930382 = -7179700.934130
  nChanged 13
		SP:Iteration 38Q (195761.980000 sec): 3 clusters
  Score: Raw -7185041.594793 + Penalty 5335.930382 = -7179705.664411
  nChanged 11
		SP:Iteration 39Q (195762.560000 sec): 3 clusters
  Score: Raw -7185045.904552 + Penalty 5335.930382 = -7179709.974170
  nChanged 2
		SP:Iteration 40F (195763.020000 sec): 3 clusters
  Score: Raw -7185046.634328 + Penalty 5335.930382 = -7179710.703946
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 61 (4246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195763.130000 sec): 2 clusters
  Score: Raw -664106.520437 + Penalty 2071.725695 = -662034.794742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195763.350000 sec): 3 clusters
  Score: Raw -662110.188668 + Penalty 4143.451391 = -657966.737278
  nChanged 1605
		SP:Iteration 1F (195763.630000 sec): 3 clusters
  Score: Raw -663054.275248 + Penalty 4143.451391 = -658910.823858
  nChanged 356
		SP:Iteration 2F (195763.920000 sec): 3 clusters
  Score: Raw -663295.875906 + Penalty 4143.451391 = -659152.424515
  nChanged 267
		SP:Iteration 3F (195764.270000 sec): 3 clusters
  Score: Raw -663488.868367 + Penalty 4143.451391 = -659345.416976
  nChanged 219
		SP:Iteration 4F (195764.540000 sec): 3 clusters
  Score: Raw -663690.203669 + Penalty 4143.451391 = -659546.752278
  nChanged 212
		SP:Iteration 5Q (195764.820000 sec): 3 clusters
  Score: Raw -663983.782231 + Penalty 4143.451391 = -659840.330841
  nChanged 252
		SP:Iteration 6F (195765.010000 sec): 3 clusters
  Score: Raw -664397.500354 + Penalty 4143.451391 = -660254.048963
  nChanged 273
		SP:Iteration 7F (195765.220000 sec): 3 clusters
  Score: Raw -664766.020928 + Penalty 4143.451391 = -660622.569538
  nChanged 231
		SP:Iteration 8F (195765.460000 sec): 3 clusters
  Score: Raw -664997.307692 + Penalty 4143.451391 = -660853.856301
  nChanged 171
		SP:Iteration 9Q (195765.680000 sec): 3 clusters
  Score: Raw -665141.232427 + Penalty 4143.451391 = -660997.781037
  nChanged 135
		SP:Iteration 10Q (195765.920000 sec): 3 clusters
  Score: Raw -665256.302654 + Penalty 4143.451391 = -661112.851264
  nChanged 103
		SP:Iteration 11Q (195766.180000 sec): 3 clusters
  Score: Raw -665346.948122 + Penalty 4143.451391 = -661203.496731
  nChanged 69
		SP:Iteration 12Q (195766.330000 sec): 3 clusters
  Score: Raw -665409.586268 + Penalty 4143.451391 = -661266.134877
  nChanged 55
		SP:Iteration 13Q (195766.560000 sec): 3 clusters
  Score: Raw -665456.100390 + Penalty 4143.451391 = -661312.648999
  nChanged 47
		SP:Iteration 14Q (195766.730000 sec): 3 clusters
  Score: Raw -665493.308629 + Penalty 4143.451391 = -661349.857238
  nChanged 41
		SP:Iteration 15Q (195766.990000 sec): 3 clusters
  Score: Raw -665524.550282 + Penalty 4143.451391 = -661381.098891
  nChanged 26
		SP:Iteration 16Q (195767.230000 sec): 3 clusters
  Score: Raw -665542.612745 + Penalty 4143.451391 = -661399.161354
  nChanged 23
		SP:Iteration 17Q (195767.510000 sec): 3 clusters
  Score: Raw -665565.557297 + Penalty 4143.451391 = -661422.105906
  nChanged 22
		SP:Iteration 18Q (195767.730000 sec): 3 clusters
  Score: Raw -665582.131510 + Penalty 4143.451391 = -661438.680119
  nChanged 10
		SP:Iteration 19Q (195767.910000 sec): 3 clusters
  Score: Raw -665589.346276 + Penalty 4143.451391 = -661445.894885
  nChanged 9
		SP:Iteration 20F (195768.050000 sec): 3 clusters
  Score: Raw -665596.276558 + Penalty 4143.451391 = -661452.825167
  nChanged 7
		SP:Iteration 21Q (195768.240000 sec): 3 clusters
  Score: Raw -665602.221988 + Penalty 4143.451391 = -661458.770598
  nChanged 5
		SP:Iteration 22Q (195768.420000 sec): 3 clusters
  Score: Raw -665604.730047 + Penalty 4143.451391 = -661461.278656
  nChanged 2
		SP:Iteration 23Q (195768.590000 sec): 3 clusters
  Score: Raw -665605.835977 + Penalty 4143.451391 = -661462.384586
  nChanged 0
		SP:Iteration 24F (195768.780000 sec): 3 clusters
  Score: Raw -665605.835977 + Penalty 4143.451391 = -661462.384586
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 62 (3873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195768.920000 sec): 2 clusters
  Score: Raw -581144.739089 + Penalty 2048.922601 = -579095.816488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195769.070000 sec): 3 clusters
  Score: Raw -579373.847488 + Penalty 4097.845201 = -575276.002287
  nChanged 1464
		SP:Iteration 1F (195769.210000 sec): 3 clusters
  Score: Raw -580395.404728 + Penalty 4097.845201 = -576297.559527
  nChanged 342
		SP:Iteration 2F (195769.400000 sec): 3 clusters
  Score: Raw -580750.875584 + Penalty 4097.845201 = -576653.030383
  nChanged 283
		SP:Iteration 3F (195769.530000 sec): 3 clusters
  Score: Raw -581051.090909 + Penalty 4097.845201 = -576953.245708
  nChanged 229
		SP:Iteration 4F (195769.740000 sec): 3 clusters
  Score: Raw -581317.891284 + Penalty 4097.845201 = -577220.046083
  nChanged 186
		SP:Iteration 5Q (195769.950000 sec): 3 clusters
  Score: Raw -581521.587444 + Penalty 4097.845201 = -577423.742243
  nChanged 175
		SP:Iteration 6Q (195770.120000 sec): 3 clusters
  Score: Raw -581694.354009 + Penalty 4097.845201 = -577596.508808
  nChanged 150
		SP:Iteration 7Q (195770.320000 sec): 3 clusters
  Score: Raw -581824.316578 + Penalty 4097.845201 = -577726.471377
  nChanged 120
		SP:Iteration 8Q (195770.520000 sec): 3 clusters
  Score: Raw -581919.918472 + Penalty 4097.845201 = -577822.073271
  nChanged 73
		SP:Iteration 9Q (195770.710000 sec): 3 clusters
  Score: Raw -581970.677131 + Penalty 4097.845201 = -577872.831930
  nChanged 55
		SP:Iteration 10Q (195770.890000 sec): 3 clusters
  Score: Raw -582000.609694 + Penalty 4097.845201 = -577902.764492
  nChanged 47
		SP:Iteration 11Q (195771.030000 sec): 3 clusters
  Score: Raw -582021.148626 + Penalty 4097.845201 = -577923.303425
  nChanged 34
		SP:Iteration 12Q (195771.180000 sec): 3 clusters
  Score: Raw -582034.837850 + Penalty 4097.845201 = -577936.992649
  nChanged 26
		SP:Iteration 13Q (195771.390000 sec): 3 clusters
  Score: Raw -582047.471429 + Penalty 4097.845201 = -577949.626228
  nChanged 15
		SP:Iteration 14Q (195771.520000 sec): 3 clusters
  Score: Raw -582055.364703 + Penalty 4097.845201 = -577957.519502
  nChanged 11
		SP:Iteration 15Q (195771.710000 sec): 3 clusters
  Score: Raw -582059.448528 + Penalty 4097.845201 = -577961.603327
  nChanged 9
		SP:Iteration 16Q (195771.880000 sec): 3 clusters
  Score: Raw -582062.477917 + Penalty 4097.845201 = -577964.632716
  nChanged 6
		SP:Iteration 17Q (195771.990000 sec): 3 clusters
  Score: Raw -582063.778485 + Penalty 4097.845201 = -577965.933284
  nChanged 3
		SP:Iteration 18Q (195772.160000 sec): 3 clusters
  Score: Raw -582064.495423 + Penalty 4097.845201 = -577966.650222
  nChanged 0
		SP:Iteration 19F (195772.360000 sec): 3 clusters
  Score: Raw -582064.495423 + Penalty 4097.845201 = -577966.650222
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 63 (35524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195772.760000 sec): 2 clusters
  Score: Raw -5906147.852909 + Penalty 2598.535023 = -5903549.317886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195773.260000 sec): 3 clusters
  Score: Raw -5884610.607565 + Penalty 5197.070046 = -5879413.537519
  nChanged 16132
		SP:Iteration 1F (195773.720000 sec): 3 clusters
  Score: Raw -5893186.609711 + Penalty 5197.070046 = -5887989.539665
  nChanged 1658
		SP:Iteration 2Q (195774.280000 sec): 3 clusters
  Score: Raw -5893729.977312 + Penalty 5197.070046 = -5888532.907265
  nChanged 1560
		SP:Iteration 3Q (195774.760000 sec): 3 clusters
  Score: Raw -5894244.493589 + Penalty 5197.070046 = -5889047.423543
  nChanged 1464
		SP:Iteration 4Q (195775.190000 sec): 3 clusters
  Score: Raw -5894753.336166 + Penalty 5197.070046 = -5889556.266120
  nChanged 1437
		SP:Iteration 5Q (195775.610000 sec): 3 clusters
  Score: Raw -5895304.742394 + Penalty 5197.070046 = -5890107.672348
  nChanged 1517
		SP:Iteration 6Q (195776.190000 sec): 3 clusters
  Score: Raw -5895915.640235 + Penalty 5197.070046 = -5890718.570188
  nChanged 1646
		SP:Iteration 7Q (195776.670000 sec): 3 clusters
  Score: Raw -5896661.087185 + Penalty 5197.070046 = -5891464.017139
  nChanged 1745
		SP:Iteration 8Q (195777.150000 sec): 3 clusters
  Score: Raw -5897628.884434 + Penalty 5197.070046 = -5892431.814387
  nChanged 1922
		SP:Iteration 9F (195777.600000 sec): 3 clusters
  Score: Raw -5898862.501777 + Penalty 5197.070046 = -5893665.431731
  nChanged 1913
		SP:Iteration 10F (195778.020000 sec): 3 clusters
  Score: Raw -5900292.194192 + Penalty 5197.070046 = -5895095.124146
  nChanged 1774
		SP:Iteration 11Q (195778.500000 sec): 3 clusters
  Score: Raw -5901702.553183 + Penalty 5197.070046 = -5896505.483136
  nChanged 1499
		SP:Iteration 12Q (195778.990000 sec): 3 clusters
  Score: Raw -5902836.152366 + Penalty 5197.070046 = -5897639.082320
  nChanged 1141
		SP:Iteration 13Q (195779.410000 sec): 3 clusters
  Score: Raw -5903579.184785 + Penalty 5197.070046 = -5898382.114739
  nChanged 873
		SP:Iteration 14Q (195779.800000 sec): 3 clusters
  Score: Raw -5904054.654156 + Penalty 5197.070046 = -5898857.584110
  nChanged 629
		SP:Iteration 15Q (195780.240000 sec): 3 clusters
  Score: Raw -5904332.496087 + Penalty 5197.070046 = -5899135.426040
  nChanged 524
		SP:Iteration 16Q (195780.660000 sec): 3 clusters
  Score: Raw -5904534.126010 + Penalty 5197.070046 = -5899337.055963
  nChanged 396
		SP:Iteration 17Q (195781.060000 sec): 3 clusters
  Score: Raw -5904684.209040 + Penalty 5197.070046 = -5899487.138994
  nChanged 383
		SP:Iteration 18Q (195781.500000 sec): 3 clusters
  Score: Raw -5904819.599952 + Penalty 5197.070046 = -5899622.529906
  nChanged 322
		SP:Iteration 19Q (195781.920000 sec): 3 clusters
  Score: Raw -5904927.241143 + Penalty 5197.070046 = -5899730.171096
  nChanged 266
		SP:Iteration 20F (195782.350000 sec): 3 clusters
  Score: Raw -5905000.612094 + Penalty 5197.070046 = -5899803.542047
  nChanged 226
		SP:Iteration 21Q (195782.840000 sec): 3 clusters
  Score: Raw -5905061.524147 + Penalty 5197.070046 = -5899864.454101
  nChanged 223
		SP:Iteration 22Q (195783.240000 sec): 3 clusters
  Score: Raw -5905129.558648 + Penalty 5197.070046 = -5899932.488602
  nChanged 231
		SP:Iteration 23Q (195783.700000 sec): 3 clusters
  Score: Raw -5905204.661663 + Penalty 5197.070046 = -5900007.591617
  nChanged 231
		SP:Iteration 24Q (195784.130000 sec): 3 clusters
  Score: Raw -5905285.562644 + Penalty 5197.070046 = -5900088.492598
  nChanged 243
		SP:Iteration 25Q (195784.640000 sec): 3 clusters
  Score: Raw -5905372.964631 + Penalty 5197.070046 = -5900175.894585
  nChanged 257
		SP:Iteration 26Q (195785.240000 sec): 3 clusters
  Score: Raw -5905468.584633 + Penalty 5197.070046 = -5900271.514586
  nChanged 262
		SP:Iteration 27Q (195785.670000 sec): 3 clusters
  Score: Raw -5905585.250343 + Penalty 5197.070046 = -5900388.180296
  nChanged 285
		SP:Iteration 28Q (195786.120000 sec): 3 clusters
  Score: Raw -5905720.058575 + Penalty 5197.070046 = -5900522.988529
  nChanged 263
		SP:Iteration 29Q (195786.610000 sec): 3 clusters
  Score: Raw -5905852.551316 + Penalty 5197.070046 = -5900655.481270
  nChanged 251
		SP:Iteration 30Q (195786.990000 sec): 3 clusters
  Score: Raw -5905987.841656 + Penalty 5197.070046 = -5900790.771609
  nChanged 236
		SP:Iteration 31Q (195787.510000 sec): 3 clusters
  Score: Raw -5906119.597608 + Penalty 5197.070046 = -5900922.527562
  nChanged 227
		SP:Iteration 32Q (195787.960000 sec): 3 clusters
  Score: Raw -5906258.533782 + Penalty 5197.070046 = -5901061.463735
  nChanged 200
		SP:Iteration 33Q (195788.450000 sec): 3 clusters
  Score: Raw -5906387.738842 + Penalty 5197.070046 = -5901190.668796
  nChanged 176
		SP:Iteration 34Q (195788.930000 sec): 3 clusters
  Score: Raw -5906520.655934 + Penalty 5197.070046 = -5901323.585888
  nChanged 170
		SP:Iteration 35Q (195789.380000 sec): 3 clusters
  Score: Raw -5906671.109703 + Penalty 5197.070046 = -5901474.039656
  nChanged 162
		SP:Iteration 36Q (195789.820000 sec): 3 clusters
  Score: Raw -5906854.011575 + Penalty 5197.070046 = -5901656.941528
  nChanged 145
		SP:Iteration 37Q (195790.270000 sec): 3 clusters
  Score: Raw -5907051.755679 + Penalty 5197.070046 = -5901854.685632
  nChanged 123
		SP:Iteration 38Q (195790.750000 sec): 3 clusters
  Score: Raw -5907200.137177 + Penalty 5197.070046 = -5902003.067131
  nChanged 88
		SP:Iteration 39Q (195791.240000 sec): 3 clusters
  Score: Raw -5907255.658953 + Penalty 5197.070046 = -5902058.588906
  nChanged 60
		SP:Iteration 40F (195791.690000 sec): 3 clusters
  Score: Raw -5907281.680605 + Penalty 5197.070046 = -5902084.610558
  nChanged 43
		SP:Iteration 41Q (195792.170000 sec): 3 clusters
  Score: Raw -5907297.261938 + Penalty 5197.070046 = -5902100.191892
  nChanged 32
		SP:Iteration 42Q (195792.630000 sec): 3 clusters
  Score: Raw -5907310.477217 + Penalty 5197.070046 = -5902113.407171
  nChanged 28
		SP:Iteration 43Q (195793.110000 sec): 3 clusters
  Score: Raw -5907320.824921 + Penalty 5197.070046 = -5902123.754874
  nChanged 21
		SP:Iteration 44Q (195793.600000 sec): 3 clusters
  Score: Raw -5907327.164965 + Penalty 5197.070046 = -5902130.094918
  nChanged 14
		SP:Iteration 45Q (195794.050000 sec): 3 clusters
  Score: Raw -5907331.170889 + Penalty 5197.070046 = -5902134.100843
  nChanged 11
		SP:Iteration 46Q (195794.500000 sec): 3 clusters
  Score: Raw -5907333.641634 + Penalty 5197.070046 = -5902136.571587
  nChanged 2
		SP:Iteration 47Q (195794.950000 sec): 3 clusters
  Score: Raw -5907334.173407 + Penalty 5197.070046 = -5902137.103361
  nChanged 1
		SP:Iteration 48Q (195795.440000 sec): 3 clusters
  Score: Raw -5907334.306519 + Penalty 5197.070046 = -5902137.236473
  nChanged 1
		SP:Iteration 49Q (195795.890000 sec): 3 clusters
  Score: Raw -5907334.520709 + Penalty 5197.070046 = -5902137.450662
  nChanged 1
		SP:Iteration 50Q (195796.330000 sec): 3 clusters
  Score: Raw -5907334.687567 + Penalty 5197.070046 = -5902137.617521
  nChanged 1
		SP:Iteration 51Q (195796.800000 sec): 3 clusters
  Score: Raw -5907334.778871 + Penalty 5197.070046 = -5902137.708824
  nChanged 2
		SP:Iteration 52Q (195797.280000 sec): 3 clusters
  Score: Raw -5907335.310332 + Penalty 5197.070046 = -5902138.240286
  nChanged 3
		SP:Iteration 53Q (195797.730000 sec): 3 clusters
  Score: Raw -5907336.117853 + Penalty 5197.070046 = -5902139.047807
  nChanged 1
		SP:Iteration 54Q (195798.170000 sec): 3 clusters
  Score: Raw -5907336.246048 + Penalty 5197.070046 = -5902139.176002
  nChanged 0
		SP:Iteration 55F (195798.650000 sec): 3 clusters
  Score: Raw -5907336.246048 + Penalty 5197.070046 = -5902139.176002
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 64 (5475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195798.760000 sec): 2 clusters
  Score: Raw -797613.187593 + Penalty 2134.770994 = -795478.416599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195798.960000 sec): 3 clusters
  Score: Raw -794909.859898 + Penalty 4269.541987 = -790640.317911
  nChanged 2126
		SP:Iteration 1F (195799.160000 sec): 3 clusters
  Score: Raw -796287.889549 + Penalty 4269.541987 = -792018.347562
  nChanged 497
		SP:Iteration 2F (195799.360000 sec): 3 clusters
  Score: Raw -796720.498608 + Penalty 4269.541987 = -792450.956621
  nChanged 420
		SP:Iteration 3F (195799.560000 sec): 3 clusters
  Score: Raw -797145.138176 + Penalty 4269.541987 = -792875.596189
  nChanged 365
		SP:Iteration 4F (195799.760000 sec): 3 clusters
  Score: Raw -797462.603870 + Penalty 4269.541987 = -793193.061883
  nChanged 286
		SP:Iteration 5F (195800.000000 sec): 3 clusters
  Score: Raw -797694.819774 + Penalty 4269.541987 = -793425.277787
  nChanged 232
		SP:Iteration 6Q (195800.170000 sec): 3 clusters
  Score: Raw -797891.794199 + Penalty 4269.541987 = -793622.252212
  nChanged 220
		SP:Iteration 7Q (195800.370000 sec): 3 clusters
  Score: Raw -798067.719412 + Penalty 4269.541987 = -793798.177425
  nChanged 197
		SP:Iteration 8Q (195800.570000 sec): 3 clusters
  Score: Raw -798225.212000 + Penalty 4269.541987 = -793955.670013
  nChanged 142
		SP:Iteration 9Q (195800.770000 sec): 3 clusters
  Score: Raw -798314.628862 + Penalty 4269.541987 = -794045.086875
  nChanged 116
		SP:Iteration 10Q (195800.970000 sec): 3 clusters
  Score: Raw -798371.207285 + Penalty 4269.541987 = -794101.665298
  nChanged 75
		SP:Iteration 11Q (195801.170000 sec): 3 clusters
  Score: Raw -798411.981056 + Penalty 4269.541987 = -794142.439069
  nChanged 62
		SP:Iteration 12Q (195801.370000 sec): 3 clusters
  Score: Raw -798446.177665 + Penalty 4269.541987 = -794176.635678
  nChanged 58
		SP:Iteration 13Q (195801.570000 sec): 3 clusters
  Score: Raw -798469.542337 + Penalty 4269.541987 = -794200.000350
  nChanged 38
		SP:Iteration 14Q (195801.770000 sec): 3 clusters
  Score: Raw -798486.655992 + Penalty 4269.541987 = -794217.114005
  nChanged 35
		SP:Iteration 15Q (195801.970000 sec): 3 clusters
  Score: Raw -798500.390778 + Penalty 4269.541987 = -794230.848791
  nChanged 39
		SP:Iteration 16Q (195802.170000 sec): 3 clusters
  Score: Raw -798513.736754 + Penalty 4269.541987 = -794244.194767
  nChanged 32
		SP:Iteration 17Q (195802.370000 sec): 3 clusters
  Score: Raw -798523.015941 + Penalty 4269.541987 = -794253.473953
  nChanged 26
		SP:Iteration 18Q (195802.580000 sec): 3 clusters
  Score: Raw -798530.322873 + Penalty 4269.541987 = -794260.780886
  nChanged 18
		SP:Iteration 19Q (195802.790000 sec): 3 clusters
  Score: Raw -798537.359904 + Penalty 4269.541987 = -794267.817917
  nChanged 20
		SP:Iteration 20F (195802.990000 sec): 3 clusters
  Score: Raw -798544.852456 + Penalty 4269.541987 = -794275.310469
  nChanged 21
		SP:Iteration 21Q (195803.190000 sec): 3 clusters
  Score: Raw -798550.994373 + Penalty 4269.541987 = -794281.452386
  nChanged 9
		SP:Iteration 22Q (195803.390000 sec): 3 clusters
  Score: Raw -798554.196705 + Penalty 4269.541987 = -794284.654717
  nChanged 15
		SP:Iteration 23Q (195803.590000 sec): 3 clusters
  Score: Raw -798559.784409 + Penalty 4269.541987 = -794290.242422
  nChanged 8
		SP:Iteration 24Q (195803.790000 sec): 3 clusters
  Score: Raw -798562.713516 + Penalty 4269.541987 = -794293.171529
  nChanged 11
		SP:Iteration 25Q (195803.990000 sec): 3 clusters
  Score: Raw -798567.470270 + Penalty 4269.541987 = -794297.928283
  nChanged 11
		SP:Iteration 26Q (195804.190000 sec): 3 clusters
  Score: Raw -798570.738368 + Penalty 4269.541987 = -794301.196381
  nChanged 11
		SP:Iteration 27Q (195804.390000 sec): 3 clusters
  Score: Raw -798574.521558 + Penalty 4269.541987 = -794304.979571
  nChanged 10
		SP:Iteration 28Q (195804.590000 sec): 3 clusters
  Score: Raw -798576.242493 + Penalty 4269.541987 = -794306.700506
  nChanged 2
		SP:Iteration 29Q (195804.790000 sec): 3 clusters
  Score: Raw -798576.811546 + Penalty 4269.541987 = -794307.269559
  nChanged 4
		SP:Iteration 30Q (195804.990000 sec): 3 clusters
  Score: Raw -798578.242727 + Penalty 4269.541987 = -794308.700740
  nChanged 3
		SP:Iteration 31Q (195805.240000 sec): 3 clusters
  Score: Raw -798579.088288 + Penalty 4269.541987 = -794309.546301
  nChanged 8
		SP:Iteration 32Q (195805.470000 sec): 3 clusters
  Score: Raw -798581.590276 + Penalty 4269.541987 = -794312.048288
  nChanged 5
		SP:Iteration 33Q (195805.720000 sec): 3 clusters
  Score: Raw -798582.697258 + Penalty 4269.541987 = -794313.155271
  nChanged 1
		SP:Iteration 34Q (195805.980000 sec): 3 clusters
  Score: Raw -798582.890975 + Penalty 4269.541987 = -794313.348988
  nChanged 1
		SP:Iteration 35Q (195806.220000 sec): 3 clusters
  Score: Raw -798583.111175 + Penalty 4269.541987 = -794313.569188
  nChanged 2
		SP:Iteration 36Q (195806.440000 sec): 3 clusters
  Score: Raw -798583.444725 + Penalty 4269.541987 = -794313.902738
  nChanged 5
		SP:Iteration 37Q (195806.630000 sec): 3 clusters
  Score: Raw -798584.227623 + Penalty 4269.541987 = -794314.685636
  nChanged 4
		SP:Iteration 38Q (195806.820000 sec): 3 clusters
  Score: Raw -798585.374985 + Penalty 4269.541987 = -794315.832998
  nChanged 3
		SP:Iteration 39Q (195806.980000 sec): 3 clusters
  Score: Raw -798586.221872 + Penalty 4269.541987 = -794316.679885
  nChanged 5
		SP:Iteration 40F (195807.210000 sec): 3 clusters
  Score: Raw -798587.550150 + Penalty 4269.541987 = -794318.008163
  nChanged 5
		SP:Iteration 41Q (195807.340000 sec): 3 clusters
  Score: Raw -798590.805603 + Penalty 4269.541987 = -794321.263616
  nChanged 9
		SP:Iteration 42Q (195807.520000 sec): 3 clusters
  Score: Raw -798595.953402 + Penalty 4269.541987 = -794326.411415
  nChanged 6
		SP:Iteration 43Q (195807.700000 sec): 3 clusters
  Score: Raw -798597.747767 + Penalty 4269.541987 = -794328.205779
  nChanged 9
		SP:Iteration 44Q (195807.860000 sec): 3 clusters
  Score: Raw -798601.607901 + Penalty 4269.541987 = -794332.065914
  nChanged 9
		SP:Iteration 45Q (195808.070000 sec): 3 clusters
  Score: Raw -798604.431358 + Penalty 4269.541987 = -794334.889370
  nChanged 7
		SP:Iteration 46Q (195808.230000 sec): 3 clusters
  Score: Raw -798605.814823 + Penalty 4269.541987 = -794336.272835
  nChanged 3
		SP:Iteration 47Q (195808.390000 sec): 3 clusters
  Score: Raw -798606.601404 + Penalty 4269.541987 = -794337.059417
  nChanged 10
		SP:Iteration 48Q (195808.620000 sec): 3 clusters
  Score: Raw -798609.893586 + Penalty 4269.541987 = -794340.351599
  nChanged 13
		SP:Iteration 49Q (195808.830000 sec): 3 clusters
  Score: Raw -798613.655958 + Penalty 4269.541987 = -794344.113971
  nChanged 7
		SP:Iteration 50Q (195809.030000 sec): 3 clusters
  Score: Raw -798615.672459 + Penalty 4269.541987 = -794346.130472
  nChanged 7
		SP:Iteration 51Q (195809.230000 sec): 3 clusters
  Score: Raw -798617.612217 + Penalty 4269.541987 = -794348.070230
  nChanged 4
		SP:Iteration 52Q (195809.430000 sec): 3 clusters
  Score: Raw -798618.700402 + Penalty 4269.541987 = -794349.158415
  nChanged 9
		SP:Iteration 53Q (195809.640000 sec): 3 clusters
  Score: Raw -798622.069507 + Penalty 4269.541987 = -794352.527520
  nChanged 10
		SP:Iteration 54Q (195809.830000 sec): 3 clusters
  Score: Raw -798625.144226 + Penalty 4269.541987 = -794355.602238
  nChanged 15
		SP:Iteration 55Q (195810.110000 sec): 3 clusters
  Score: Raw -798629.507465 + Penalty 4269.541987 = -794359.965477
  nChanged 3
		SP:Iteration 56Q (195810.330000 sec): 3 clusters
  Score: Raw -798630.043381 + Penalty 4269.541987 = -794360.501394
  nChanged 3
		SP:Iteration 57Q (195810.540000 sec): 3 clusters
  Score: Raw -798630.616356 + Penalty 4269.541987 = -794361.074369
  nChanged 3
		SP:Iteration 58Q (195810.840000 sec): 3 clusters
  Score: Raw -798631.719949 + Penalty 4269.541987 = -794362.177962
  nChanged 0
		SP:Iteration 59F (195811.060000 sec): 3 clusters
  Score: Raw -798631.719949 + Penalty 4269.541987 = -794362.177962
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 65 (8968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195811.230000 sec): 2 clusters
  Score: Raw -1428440.202495 + Penalty 2257.151655 = -1426183.050840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195811.470000 sec): 3 clusters
  Score: Raw -1423718.018640 + Penalty 4514.303311 = -1419203.715330
  nChanged 3629
		SP:Iteration 1F (195811.710000 sec): 3 clusters
  Score: Raw -1425680.895387 + Penalty 4514.303311 = -1421166.592077
  nChanged 614
		SP:Iteration 2F (195811.930000 sec): 3 clusters
  Score: Raw -1426004.845461 + Penalty 4514.303311 = -1421490.542150
  nChanged 485
		SP:Iteration 3F (195812.100000 sec): 3 clusters
  Score: Raw -1426273.360523 + Penalty 4514.303311 = -1421759.057213
  nChanged 410
		SP:Iteration 4Q (195812.360000 sec): 3 clusters
  Score: Raw -1426511.984342 + Penalty 4514.303311 = -1421997.681031
  nChanged 448
		SP:Iteration 5Q (195812.580000 sec): 3 clusters
  Score: Raw -1426802.726849 + Penalty 4514.303311 = -1422288.423538
  nChanged 447
		SP:Iteration 6Q (195812.830000 sec): 3 clusters
  Score: Raw -1427119.529805 + Penalty 4514.303311 = -1422605.226495
  nChanged 456
		SP:Iteration 7F (195812.990000 sec): 3 clusters
  Score: Raw -1427486.644134 + Penalty 4514.303311 = -1422972.340824
  nChanged 482
		SP:Iteration 8F (195813.200000 sec): 3 clusters
  Score: Raw -1427906.559871 + Penalty 4514.303311 = -1423392.256561
  nChanged 468
		SP:Iteration 9F (195813.400000 sec): 3 clusters
  Score: Raw -1428304.249530 + Penalty 4514.303311 = -1423789.946220
  nChanged 405
		SP:Iteration 10Q (195813.630000 sec): 3 clusters
  Score: Raw -1428610.129716 + Penalty 4514.303311 = -1424095.826405
  nChanged 328
		SP:Iteration 11Q (195813.870000 sec): 3 clusters
  Score: Raw -1428826.430150 + Penalty 4514.303311 = -1424312.126839
  nChanged 253
		SP:Iteration 12Q (195814.080000 sec): 3 clusters
  Score: Raw -1428974.922107 + Penalty 4514.303311 = -1424460.618796
  nChanged 209
		SP:Iteration 13Q (195814.290000 sec): 3 clusters
  Score: Raw -1429074.268026 + Penalty 4514.303311 = -1424559.964715
  nChanged 154
		SP:Iteration 14Q (195814.520000 sec): 3 clusters
  Score: Raw -1429150.670893 + Penalty 4514.303311 = -1424636.367583
  nChanged 155
		SP:Iteration 15Q (195814.730000 sec): 3 clusters
  Score: Raw -1429220.349072 + Penalty 4514.303311 = -1424706.045761
  nChanged 126
		SP:Iteration 16Q (195814.930000 sec): 3 clusters
  Score: Raw -1429277.257170 + Penalty 4514.303311 = -1424762.953859
  nChanged 109
		SP:Iteration 17Q (195815.120000 sec): 3 clusters
  Score: Raw -1429319.873654 + Penalty 4514.303311 = -1424805.570343
  nChanged 103
		SP:Iteration 18Q (195815.360000 sec): 3 clusters
  Score: Raw -1429356.643836 + Penalty 4514.303311 = -1424842.340526
  nChanged 75
		SP:Iteration 19Q (195815.510000 sec): 3 clusters
  Score: Raw -1429382.750107 + Penalty 4514.303311 = -1424868.446796
  nChanged 62
		SP:Iteration 20F (195815.690000 sec): 3 clusters
  Score: Raw -1429403.471705 + Penalty 4514.303311 = -1424889.168395
  nChanged 54
		SP:Iteration 21Q (195815.900000 sec): 3 clusters
  Score: Raw -1429423.175466 + Penalty 4514.303311 = -1424908.872155
  nChanged 54
		SP:Iteration 22Q (195816.140000 sec): 3 clusters
  Score: Raw -1429440.895077 + Penalty 4514.303311 = -1424926.591766
  nChanged 50
		SP:Iteration 23Q (195816.340000 sec): 3 clusters
  Score: Raw -1429455.589457 + Penalty 4514.303311 = -1424941.286146
  nChanged 44
		SP:Iteration 24Q (195816.590000 sec): 3 clusters
  Score: Raw -1429467.660117 + Penalty 4514.303311 = -1424953.356806
  nChanged 38
		SP:Iteration 25Q (195816.840000 sec): 3 clusters
  Score: Raw -1429478.106126 + Penalty 4514.303311 = -1424963.802815
  nChanged 37
		SP:Iteration 26Q (195817.020000 sec): 3 clusters
  Score: Raw -1429489.391210 + Penalty 4514.303311 = -1424975.087899
  nChanged 30
		SP:Iteration 27Q (195817.210000 sec): 3 clusters
  Score: Raw -1429496.533515 + Penalty 4514.303311 = -1424982.230204
  nChanged 32
		SP:Iteration 28Q (195817.380000 sec): 3 clusters
  Score: Raw -1429505.564398 + Penalty 4514.303311 = -1424991.261088
  nChanged 33
		SP:Iteration 29Q (195817.580000 sec): 3 clusters
  Score: Raw -1429513.688436 + Penalty 4514.303311 = -1424999.385126
  nChanged 30
		SP:Iteration 30Q (195817.780000 sec): 3 clusters
  Score: Raw -1429520.500970 + Penalty 4514.303311 = -1425006.197659
  nChanged 33
		SP:Iteration 31Q (195817.970000 sec): 3 clusters
  Score: Raw -1429530.027222 + Penalty 4514.303311 = -1425015.723912
  nChanged 32
		SP:Iteration 32Q (195818.120000 sec): 3 clusters
  Score: Raw -1429537.446482 + Penalty 4514.303311 = -1425023.143172
  nChanged 28
		SP:Iteration 33Q (195818.350000 sec): 3 clusters
  Score: Raw -1429544.648005 + Penalty 4514.303311 = -1425030.344695
  nChanged 27
		SP:Iteration 34Q (195818.510000 sec): 3 clusters
  Score: Raw -1429551.456425 + Penalty 4514.303311 = -1425037.153115
  nChanged 23
		SP:Iteration 35Q (195818.720000 sec): 3 clusters
  Score: Raw -1429556.861317 + Penalty 4514.303311 = -1425042.558007
  nChanged 30
		SP:Iteration 36Q (195818.880000 sec): 3 clusters
  Score: Raw -1429565.160151 + Penalty 4514.303311 = -1425050.856841
  nChanged 32
		SP:Iteration 37Q (195819.100000 sec): 3 clusters
  Score: Raw -1429573.632049 + Penalty 4514.303311 = -1425059.328738
  nChanged 30
		SP:Iteration 38Q (195819.280000 sec): 3 clusters
  Score: Raw -1429582.611776 + Penalty 4514.303311 = -1425068.308466
  nChanged 27
		SP:Iteration 39Q (195819.470000 sec): 3 clusters
  Score: Raw -1429589.873800 + Penalty 4514.303311 = -1425075.570490
  nChanged 26
		SP:Iteration 40F (195819.680000 sec): 3 clusters
  Score: Raw -1429597.058509 + Penalty 4514.303311 = -1425082.755198
  nChanged 26
		SP:Iteration 41Q (195819.860000 sec): 3 clusters
  Score: Raw -1429603.080652 + Penalty 4514.303311 = -1425088.777342
  nChanged 16
		SP:Iteration 42Q (195820.050000 sec): 3 clusters
  Score: Raw -1429605.660329 + Penalty 4514.303311 = -1425091.357019
  nChanged 10
		SP:Iteration 43Q (195820.270000 sec): 3 clusters
  Score: Raw -1429607.408608 + Penalty 4514.303311 = -1425093.105298
  nChanged 5
		SP:Iteration 44Q (195820.450000 sec): 3 clusters
  Score: Raw -1429608.415160 + Penalty 4514.303311 = -1425094.111849
  nChanged 2
		SP:Iteration 45Q (195820.680000 sec): 3 clusters
  Score: Raw -1429608.635875 + Penalty 4514.303311 = -1425094.332564
  nChanged 2
		SP:Iteration 46Q (195820.850000 sec): 3 clusters
  Score: Raw -1429608.957181 + Penalty 4514.303311 = -1425094.653870
  nChanged 2
		SP:Iteration 47Q (195821.080000 sec): 3 clusters
  Score: Raw -1429609.513316 + Penalty 4514.303311 = -1425095.210005
  nChanged 6
		SP:Iteration 48Q (195821.260000 sec): 3 clusters
  Score: Raw -1429610.949939 + Penalty 4514.303311 = -1425096.646629
  nChanged 6
		SP:Iteration 49Q (195821.450000 sec): 3 clusters
  Score: Raw -1429612.863956 + Penalty 4514.303311 = -1425098.560645
  nChanged 10
		SP:Iteration 50Q (195821.600000 sec): 3 clusters
  Score: Raw -1429615.604997 + Penalty 4514.303311 = -1425101.301687
  nChanged 11
		SP:Iteration 51Q (195821.800000 sec): 3 clusters
  Score: Raw -1429618.395150 + Penalty 4514.303311 = -1425104.091840
  nChanged 9
		SP:Iteration 52Q (195822.010000 sec): 3 clusters
  Score: Raw -1429620.394720 + Penalty 4514.303311 = -1425106.091409
  nChanged 7
		SP:Iteration 53Q (195822.220000 sec): 3 clusters
  Score: Raw -1429621.940172 + Penalty 4514.303311 = -1425107.636861
  nChanged 6
		SP:Iteration 54Q (195822.410000 sec): 3 clusters
  Score: Raw -1429623.410641 + Penalty 4514.303311 = -1425109.107331
  nChanged 11
		SP:Iteration 55Q (195822.600000 sec): 3 clusters
  Score: Raw -1429625.575970 + Penalty 4514.303311 = -1425111.272660
  nChanged 4
		SP:Iteration 56Q (195822.750000 sec): 3 clusters
  Score: Raw -1429626.460253 + Penalty 4514.303311 = -1425112.156942
  nChanged 6
		SP:Iteration 57Q (195822.950000 sec): 3 clusters
  Score: Raw -1429627.501469 + Penalty 4514.303311 = -1425113.198158
  nChanged 3
		SP:Iteration 58Q (195823.200000 sec): 3 clusters
  Score: Raw -1429628.206350 + Penalty 4514.303311 = -1425113.903039
  nChanged 6
		SP:Iteration 59Q (195823.420000 sec): 3 clusters
  Score: Raw -1429629.593382 + Penalty 4514.303311 = -1425115.290071
  nChanged 3
		SP:Iteration 60F (195823.650000 sec): 3 clusters
  Score: Raw -1429630.042340 + Penalty 4514.303311 = -1425115.739029
  nChanged 3
		SP:Iteration 61Q (195823.800000 sec): 3 clusters
  Score: Raw -1429630.576223 + Penalty 4514.303311 = -1425116.272912
  nChanged 3
		SP:Iteration 62Q (195824.020000 sec): 3 clusters
  Score: Raw -1429631.029904 + Penalty 4514.303311 = -1425116.726593
  nChanged 0
		SP:Iteration 63F (195824.200000 sec): 3 clusters
  Score: Raw -1429631.029904 + Penalty 4514.303311 = -1425116.726593
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 66 (1244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195824.360000 sec): 2 clusters
  Score: Raw -182762.129111 + Penalty 1767.269644 = -180994.859467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195824.460000 sec): 3 clusters
  Score: Raw -182486.603805 + Penalty 3534.539288 = -178952.064517
  nChanged 365
		SP:Iteration 1F (195824.620000 sec): 3 clusters
  Score: Raw -182877.418955 + Penalty 3534.539288 = -179342.879668
  nChanged 105
		SP:Iteration 2F (195824.760000 sec): 3 clusters
  Score: Raw -183005.932432 + Penalty 3534.539288 = -179471.393145
  nChanged 62
		SP:Iteration 3Q (195824.910000 sec): 3 clusters
  Score: Raw -183114.822897 + Penalty 3534.539288 = -179580.283609
  nChanged 70
		SP:Iteration 4F (195825.080000 sec): 3 clusters
  Score: Raw -183238.111486 + Penalty 3534.539288 = -179703.572199
  nChanged 60
		SP:Iteration 5Q (195825.270000 sec): 3 clusters
  Score: Raw -183341.272166 + Penalty 3534.539288 = -179806.732879
  nChanged 58
		SP:Iteration 6Q (195825.380000 sec): 3 clusters
  Score: Raw -183431.515693 + Penalty 3534.539288 = -179896.976405
  nChanged 59
		SP:Iteration 7Q (195825.520000 sec): 3 clusters
  Score: Raw -183555.471157 + Penalty 3534.539288 = -180020.931869
  nChanged 61
		SP:Iteration 8Q (195825.660000 sec): 3 clusters
  Score: Raw -183679.742400 + Penalty 3534.539288 = -180145.203112
  nChanged 40
		SP:Iteration 9Q (195825.810000 sec): 3 clusters
  Score: Raw -183763.733469 + Penalty 3534.539288 = -180229.194182
  nChanged 25
		SP:Iteration 10Q (195825.950000 sec): 3 clusters
  Score: Raw -183803.653826 + Penalty 3534.539288 = -180269.114539
  nChanged 13
		SP:Iteration 11Q (195826.100000 sec): 3 clusters
  Score: Raw -183827.988603 + Penalty 3534.539288 = -180293.449316
  nChanged 12
		SP:Iteration 12Q (195826.240000 sec): 3 clusters
  Score: Raw -183861.150829 + Penalty 3534.539288 = -180326.611541
  nChanged 12
		SP:Iteration 13Q (195826.340000 sec): 3 clusters
  Score: Raw -183909.975929 + Penalty 3534.539288 = -180375.436641
  nChanged 12
		SP:Iteration 14Q (195826.480000 sec): 3 clusters
  Score: Raw -183946.877056 + Penalty 3534.539288 = -180412.337769
  nChanged 18
		SP:Iteration 15Q (195826.620000 sec): 3 clusters
  Score: Raw -183988.533807 + Penalty 3534.539288 = -180453.994519
  nChanged 9
		SP:Iteration 16Q (195826.780000 sec): 3 clusters
  Score: Raw -184012.253973 + Penalty 3534.539288 = -180477.714685
  nChanged 10
		SP:Iteration 17Q (195826.920000 sec): 3 clusters
  Score: Raw -184022.991446 + Penalty 3534.539288 = -180488.452158
  nChanged 7
		SP:Iteration 18Q (195827.070000 sec): 3 clusters
  Score: Raw -184032.809537 + Penalty 3534.539288 = -180498.270250
  nChanged 7
		SP:Iteration 19Q (195827.160000 sec): 3 clusters
  Score: Raw -184045.318164 + Penalty 3534.539288 = -180510.778877
  nChanged 7
		SP:Iteration 20F (195827.310000 sec): 3 clusters
  Score: Raw -184059.888162 + Penalty 3534.539288 = -180525.348874
  nChanged 6
		SP:Iteration 21Q (195827.420000 sec): 3 clusters
  Score: Raw -184069.861310 + Penalty 3534.539288 = -180535.322022
  nChanged 2
		SP:Iteration 22Q (195827.520000 sec): 3 clusters
  Score: Raw -184073.154579 + Penalty 3534.539288 = -180538.615291
  nChanged 1
		SP:Iteration 23Q (195827.660000 sec): 3 clusters
  Score: Raw -184074.028057 + Penalty 3534.539288 = -180539.488770
  nChanged 2
		SP:Iteration 24Q (195827.760000 sec): 3 clusters
  Score: Raw -184076.785288 + Penalty 3534.539288 = -180542.246000
  nChanged 1
		SP:Iteration 25Q (195827.910000 sec): 3 clusters
  Score: Raw -184079.629657 + Penalty 3534.539288 = -180545.090369
  nChanged 4
		SP:Iteration 26Q (195828.050000 sec): 3 clusters
  Score: Raw -184085.892736 + Penalty 3534.539288 = -180551.353448
  nChanged 2
		SP:Iteration 27Q (195828.150000 sec): 3 clusters
  Score: Raw -184088.163597 + Penalty 3534.539288 = -180553.624310
  nChanged 0
		SP:Iteration 28F (195828.290000 sec): 3 clusters
  Score: Raw -184088.163597 + Penalty 3534.539288 = -180553.624310
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 67 (1650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195828.410000 sec): 2 clusters
  Score: Raw -258310.440066 + Penalty 1837.315581 = -256473.124485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195828.560000 sec): 3 clusters
  Score: Raw -257767.823132 + Penalty 3674.631161 = -254093.191971
  nChanged 511
		SP:Iteration 1F (195828.710000 sec): 3 clusters
  Score: Raw -258194.027720 + Penalty 3674.631161 = -254519.396559
  nChanged 126
		SP:Iteration 2F (195828.850000 sec): 3 clusters
  Score: Raw -258322.424930 + Penalty 3674.631161 = -254647.793769
  nChanged 75
		SP:Iteration 3Q (195828.990000 sec): 3 clusters
  Score: Raw -258398.310322 + Penalty 3674.631161 = -254723.679161
  nChanged 51
		SP:Iteration 4Q (195829.170000 sec): 3 clusters
  Score: Raw -258437.320955 + Penalty 3674.631161 = -254762.689793
  nChanged 27
		SP:Iteration 5Q (195829.320000 sec): 3 clusters
  Score: Raw -258457.209764 + Penalty 3674.631161 = -254782.578603
  nChanged 22
		SP:Iteration 6Q (195829.470000 sec): 3 clusters
  Score: Raw -258476.102698 + Penalty 3674.631161 = -254801.471537
  nChanged 19
		SP:Iteration 7Q (195829.580000 sec): 3 clusters
  Score: Raw -258492.855599 + Penalty 3674.631161 = -254818.224438
  nChanged 19
		SP:Iteration 8Q (195829.730000 sec): 3 clusters
  Score: Raw -258505.878112 + Penalty 3674.631161 = -254831.246951
  nChanged 16
		SP:Iteration 9Q (195829.870000 sec): 3 clusters
  Score: Raw -258518.242495 + Penalty 3674.631161 = -254843.611334
  nChanged 20
		SP:Iteration 10Q (195830.010000 sec): 3 clusters
  Score: Raw -258538.685778 + Penalty 3674.631161 = -254864.054617
  nChanged 16
		SP:Iteration 11Q (195830.140000 sec): 3 clusters
  Score: Raw -258550.596274 + Penalty 3674.631161 = -254875.965113
  nChanged 8
		SP:Iteration 12Q (195830.280000 sec): 3 clusters
  Score: Raw -258563.562163 + Penalty 3674.631161 = -254888.931002
  nChanged 16
		SP:Iteration 13Q (195830.430000 sec): 3 clusters
  Score: Raw -258582.732750 + Penalty 3674.631161 = -254908.101589
  nChanged 19
		SP:Iteration 14Q (195830.580000 sec): 3 clusters
  Score: Raw -258607.911309 + Penalty 3674.631161 = -254933.280148
  nChanged 16
		SP:Iteration 15Q (195830.710000 sec): 3 clusters
  Score: Raw -258622.676557 + Penalty 3674.631161 = -254948.045396
  nChanged 9
		SP:Iteration 16Q (195830.810000 sec): 3 clusters
  Score: Raw -258629.134876 + Penalty 3674.631161 = -254954.503715
  nChanged 7
		SP:Iteration 17Q (195830.950000 sec): 3 clusters
  Score: Raw -258637.258785 + Penalty 3674.631161 = -254962.627624
  nChanged 4
		SP:Iteration 18Q (195831.090000 sec): 3 clusters
  Score: Raw -258641.723613 + Penalty 3674.631161 = -254967.092451
  nChanged 5
		SP:Iteration 19Q (195831.230000 sec): 3 clusters
  Score: Raw -258646.440316 + Penalty 3674.631161 = -254971.809155
  nChanged 2
		SP:Iteration 20F (195831.370000 sec): 3 clusters
  Score: Raw -258647.630795 + Penalty 3674.631161 = -254972.999634
  nChanged 2
		SP:Iteration 21Q (195831.500000 sec): 3 clusters
  Score: Raw -258648.262585 + Penalty 3674.631161 = -254973.631424
  nChanged 2
		SP:Iteration 22Q (195831.650000 sec): 3 clusters
  Score: Raw -258649.444179 + Penalty 3674.631161 = -254974.813018
  nChanged 1
		SP:Iteration 23Q (195831.800000 sec): 3 clusters
  Score: Raw -258650.151862 + Penalty 3674.631161 = -254975.520701
  nChanged 1
		SP:Iteration 24Q (195831.960000 sec): 3 clusters
  Score: Raw -258650.429684 + Penalty 3674.631161 = -254975.798523
  nChanged 0
		SP:Iteration 25F (195832.090000 sec): 3 clusters
  Score: Raw -258650.429684 + Penalty 3674.631161 = -254975.798523
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 68 (4421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195832.220000 sec): 2 clusters
  Score: Raw -688990.589814 + Penalty 2081.742056 = -686908.847758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195832.390000 sec): 3 clusters
  Score: Raw -686939.335248 + Penalty 4163.484112 = -682775.851136
  nChanged 1684
		SP:Iteration 1F (195832.580000 sec): 3 clusters
  Score: Raw -688054.063793 + Penalty 4163.484112 = -683890.579681
  nChanged 401
		SP:Iteration 2F (195832.780000 sec): 3 clusters
  Score: Raw -688425.143796 + Penalty 4163.484112 = -684261.659684
  nChanged 269
		SP:Iteration 3F (195832.960000 sec): 3 clusters
  Score: Raw -688696.370346 + Penalty 4163.484112 = -684532.886234
  nChanged 228
		SP:Iteration 4F (195833.130000 sec): 3 clusters
  Score: Raw -688879.266587 + Penalty 4163.484112 = -684715.782475
  nChanged 195
		SP:Iteration 5Q (195833.330000 sec): 3 clusters
  Score: Raw -689017.293970 + Penalty 4163.484112 = -684853.809858
  nChanged 153
		SP:Iteration 6Q (195833.520000 sec): 3 clusters
  Score: Raw -689133.891644 + Penalty 4163.484112 = -684970.407532
  nChanged 112
		SP:Iteration 7Q (195833.690000 sec): 3 clusters
  Score: Raw -689210.294118 + Penalty 4163.484112 = -685046.810006
  nChanged 98
		SP:Iteration 8Q (195833.890000 sec): 3 clusters
  Score: Raw -689269.440898 + Penalty 4163.484112 = -685105.956786
  nChanged 84
		SP:Iteration 9Q (195834.030000 sec): 3 clusters
  Score: Raw -689318.218438 + Penalty 4163.484112 = -685154.734326
  nChanged 66
		SP:Iteration 10Q (195834.230000 sec): 3 clusters
  Score: Raw -689360.702851 + Penalty 4163.484112 = -685197.218739
  nChanged 51
		SP:Iteration 11Q (195834.440000 sec): 3 clusters
  Score: Raw -689389.341859 + Penalty 4163.484112 = -685225.857747
  nChanged 32
		SP:Iteration 12Q (195834.640000 sec): 3 clusters
  Score: Raw -689403.417320 + Penalty 4163.484112 = -685239.933208
  nChanged 29
		SP:Iteration 13Q (195834.860000 sec): 3 clusters
  Score: Raw -689417.669859 + Penalty 4163.484112 = -685254.185747
  nChanged 17
		SP:Iteration 14Q (195835.060000 sec): 3 clusters
  Score: Raw -689425.013827 + Penalty 4163.484112 = -685261.529715
  nChanged 15
		SP:Iteration 15Q (195835.240000 sec): 3 clusters
  Score: Raw -689429.434071 + Penalty 4163.484112 = -685265.949959
  nChanged 10
		SP:Iteration 16Q (195835.370000 sec): 3 clusters
  Score: Raw -689434.807275 + Penalty 4163.484112 = -685271.323162
  nChanged 8
		SP:Iteration 17Q (195835.520000 sec): 3 clusters
  Score: Raw -689438.741156 + Penalty 4163.484112 = -685275.257043
  nChanged 13
		SP:Iteration 18Q (195835.710000 sec): 3 clusters
  Score: Raw -689445.597997 + Penalty 4163.484112 = -685282.113884
  nChanged 7
		SP:Iteration 19Q (195835.910000 sec): 3 clusters
  Score: Raw -689448.260519 + Penalty 4163.484112 = -685284.776407
  nChanged 10
		SP:Iteration 20F (195836.100000 sec): 3 clusters
  Score: Raw -689452.754995 + Penalty 4163.484112 = -685289.270882
  nChanged 13
		SP:Iteration 21Q (195836.230000 sec): 3 clusters
  Score: Raw -689458.901779 + Penalty 4163.484112 = -685295.417667
  nChanged 16
		SP:Iteration 22Q (195836.390000 sec): 3 clusters
  Score: Raw -689466.688045 + Penalty 4163.484112 = -685303.203933
  nChanged 14
		SP:Iteration 23Q (195836.580000 sec): 3 clusters
  Score: Raw -689470.701032 + Penalty 4163.484112 = -685307.216920
  nChanged 7
		SP:Iteration 24Q (195836.770000 sec): 3 clusters
  Score: Raw -689474.532572 + Penalty 4163.484112 = -685311.048460
  nChanged 5
		SP:Iteration 25Q (195836.940000 sec): 3 clusters
  Score: Raw -689476.465652 + Penalty 4163.484112 = -685312.981540
  nChanged 4
		SP:Iteration 26Q (195837.110000 sec): 3 clusters
  Score: Raw -689478.028350 + Penalty 4163.484112 = -685314.544238
  nChanged 7
		SP:Iteration 27Q (195837.260000 sec): 3 clusters
  Score: Raw -689480.442943 + Penalty 4163.484112 = -685316.958831
  nChanged 5
		SP:Iteration 28Q (195837.500000 sec): 3 clusters
  Score: Raw -689482.567464 + Penalty 4163.484112 = -685319.083352
  nChanged 4
		SP:Iteration 29Q (195837.700000 sec): 3 clusters
  Score: Raw -689483.895465 + Penalty 4163.484112 = -685320.411353
  nChanged 3
		SP:Iteration 30Q (195837.840000 sec): 3 clusters
  Score: Raw -689485.374549 + Penalty 4163.484112 = -685321.890437
  nChanged 2
		SP:Iteration 31Q (195838.050000 sec): 3 clusters
  Score: Raw -689486.498787 + Penalty 4163.484112 = -685323.014675
  nChanged 4
		SP:Iteration 32Q (195838.220000 sec): 3 clusters
  Score: Raw -689487.712773 + Penalty 4163.484112 = -685324.228661
  nChanged 1
		SP:Iteration 33Q (195838.370000 sec): 3 clusters
  Score: Raw -689487.893888 + Penalty 4163.484112 = -685324.409776
  nChanged 0
		SP:Iteration 34F (195838.560000 sec): 3 clusters
  Score: Raw -689487.893888 + Penalty 4163.484112 = -685324.409776
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 69 (2419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195838.670000 sec): 2 clusters
  Score: Raw -388213.720402 + Penalty 1932.195159 = -386281.525243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195838.800000 sec): 3 clusters
  Score: Raw -387272.735917 + Penalty 3864.390317 = -383408.345599
  nChanged 828
		SP:Iteration 1F (195838.960000 sec): 3 clusters
  Score: Raw -387809.563917 + Penalty 3864.390317 = -383945.173600
  nChanged 184
		SP:Iteration 2F (195839.150000 sec): 3 clusters
  Score: Raw -387941.893480 + Penalty 3864.390317 = -384077.503162
  nChanged 93
		SP:Iteration 3Q (195839.320000 sec): 3 clusters
  Score: Raw -388002.447884 + Penalty 3864.390317 = -384138.057567
  nChanged 56
		SP:Iteration 4Q (195839.500000 sec): 3 clusters
  Score: Raw -388035.466880 + Penalty 3864.390317 = -384171.076563
  nChanged 41
		SP:Iteration 5Q (195839.650000 sec): 3 clusters
  Score: Raw -388062.675797 + Penalty 3864.390317 = -384198.285480
  nChanged 31
		SP:Iteration 6Q (195839.840000 sec): 3 clusters
  Score: Raw -388083.478617 + Penalty 3864.390317 = -384219.088300
  nChanged 34
		SP:Iteration 7Q (195839.950000 sec): 3 clusters
  Score: Raw -388102.911614 + Penalty 3864.390317 = -384238.521296
  nChanged 24
		SP:Iteration 8Q (195840.100000 sec): 3 clusters
  Score: Raw -388119.223231 + Penalty 3864.390317 = -384254.832914
  nChanged 18
		SP:Iteration 9Q (195840.300000 sec): 3 clusters
  Score: Raw -388131.658587 + Penalty 3864.390317 = -384267.268270
  nChanged 22
		SP:Iteration 10Q (195840.400000 sec): 3 clusters
  Score: Raw -388146.167267 + Penalty 3864.390317 = -384281.776950
  nChanged 13
		SP:Iteration 11Q (195840.520000 sec): 3 clusters
  Score: Raw -388154.689380 + Penalty 3864.390317 = -384290.299063
  nChanged 14
		SP:Iteration 12Q (195840.660000 sec): 3 clusters
  Score: Raw -388164.420393 + Penalty 3864.390317 = -384300.030075
  nChanged 17
		SP:Iteration 13Q (195840.860000 sec): 3 clusters
  Score: Raw -388171.771938 + Penalty 3864.390317 = -384307.381620
  nChanged 13
		SP:Iteration 14Q (195841.000000 sec): 3 clusters
  Score: Raw -388177.577251 + Penalty 3864.390317 = -384313.186934
  nChanged 12
		SP:Iteration 15Q (195841.190000 sec): 3 clusters
  Score: Raw -388183.018568 + Penalty 3864.390317 = -384318.628250
  nChanged 6
		SP:Iteration 16Q (195841.350000 sec): 3 clusters
  Score: Raw -388185.101550 + Penalty 3864.390317 = -384320.711233
  nChanged 5
		SP:Iteration 17Q (195841.520000 sec): 3 clusters
  Score: Raw -388187.861739 + Penalty 3864.390317 = -384323.471422
  nChanged 7
		SP:Iteration 18Q (195841.670000 sec): 3 clusters
  Score: Raw -388191.205616 + Penalty 3864.390317 = -384326.815299
  nChanged 3
		SP:Iteration 19Q (195841.780000 sec): 3 clusters
  Score: Raw -388192.731547 + Penalty 3864.390317 = -384328.341229
  nChanged 4
		SP:Iteration 20F (195841.970000 sec): 3 clusters
  Score: Raw -388195.851857 + Penalty 3864.390317 = -384331.461540
  nChanged 5
		SP:Iteration 21Q (195842.170000 sec): 3 clusters
  Score: Raw -388198.431142 + Penalty 3864.390317 = -384334.040824
  nChanged 5
		SP:Iteration 22Q (195842.280000 sec): 3 clusters
  Score: Raw -388200.482566 + Penalty 3864.390317 = -384336.092248
  nChanged 7
		SP:Iteration 23Q (195842.450000 sec): 3 clusters
  Score: Raw -388204.228641 + Penalty 3864.390317 = -384339.838324
  nChanged 5
		SP:Iteration 24Q (195842.590000 sec): 3 clusters
  Score: Raw -388206.090967 + Penalty 3864.390317 = -384341.700650
  nChanged 5
		SP:Iteration 25Q (195842.730000 sec): 3 clusters
  Score: Raw -388209.477016 + Penalty 3864.390317 = -384345.086698
  nChanged 8
		SP:Iteration 26Q (195842.880000 sec): 3 clusters
  Score: Raw -388214.455253 + Penalty 3864.390317 = -384350.064935
  nChanged 9
		SP:Iteration 27Q (195843.020000 sec): 3 clusters
  Score: Raw -388219.460162 + Penalty 3864.390317 = -384355.069844
  nChanged 8
		SP:Iteration 28Q (195843.160000 sec): 3 clusters
  Score: Raw -388224.555815 + Penalty 3864.390317 = -384360.165497
  nChanged 10
		SP:Iteration 29Q (195843.300000 sec): 3 clusters
  Score: Raw -388230.735423 + Penalty 3864.390317 = -384366.345106
  nChanged 12
		SP:Iteration 30Q (195843.500000 sec): 3 clusters
  Score: Raw -388234.782759 + Penalty 3864.390317 = -384370.392442
  nChanged 11
		SP:Iteration 31Q (195843.640000 sec): 3 clusters
  Score: Raw -388238.606987 + Penalty 3864.390317 = -384374.216670
  nChanged 7
		SP:Iteration 32Q (195843.790000 sec): 3 clusters
  Score: Raw -388242.202446 + Penalty 3864.390317 = -384377.812128
  nChanged 9
		SP:Iteration 33Q (195843.930000 sec): 3 clusters
  Score: Raw -388246.604794 + Penalty 3864.390317 = -384382.214477
  nChanged 17
		SP:Iteration 34Q (195844.070000 sec): 3 clusters
  Score: Raw -388255.691683 + Penalty 3864.390317 = -384391.301365
  nChanged 13
		SP:Iteration 35Q (195844.220000 sec): 3 clusters
  Score: Raw -388262.670399 + Penalty 3864.390317 = -384398.280082
  nChanged 12
		SP:Iteration 36Q (195844.360000 sec): 3 clusters
  Score: Raw -388269.890192 + Penalty 3864.390317 = -384405.499875
  nChanged 16
		SP:Iteration 37Q (195844.500000 sec): 3 clusters
  Score: Raw -388276.572058 + Penalty 3864.390317 = -384412.181741
  nChanged 5
		SP:Iteration 38Q (195844.650000 sec): 3 clusters
  Score: Raw -388278.508005 + Penalty 3864.390317 = -384414.117688
  nChanged 5
		SP:Iteration 39Q (195844.790000 sec): 3 clusters
  Score: Raw -388282.360134 + Penalty 3864.390317 = -384417.969817
  nChanged 8
		SP:Iteration 40F (195844.940000 sec): 3 clusters
  Score: Raw -388285.915865 + Penalty 3864.390317 = -384421.525547
  nChanged 3
		SP:Iteration 41Q (195845.080000 sec): 3 clusters
  Score: Raw -388286.970956 + Penalty 3864.390317 = -384422.580638
  nChanged 6
		SP:Iteration 42Q (195845.220000 sec): 3 clusters
  Score: Raw -388289.304680 + Penalty 3864.390317 = -384424.914362
  nChanged 6
		SP:Iteration 43Q (195845.370000 sec): 3 clusters
  Score: Raw -388291.532916 + Penalty 3864.390317 = -384427.142599
  nChanged 8
		SP:Iteration 44Q (195845.510000 sec): 3 clusters
  Score: Raw -388294.104813 + Penalty 3864.390317 = -384429.714496
  nChanged 6
		SP:Iteration 45Q (195845.660000 sec): 3 clusters
  Score: Raw -388296.879895 + Penalty 3864.390317 = -384432.489577
  nChanged 6
		SP:Iteration 46Q (195845.850000 sec): 3 clusters
  Score: Raw -388299.153935 + Penalty 3864.390317 = -384434.763618
  nChanged 3
		SP:Iteration 47Q (195845.970000 sec): 3 clusters
  Score: Raw -388299.763554 + Penalty 3864.390317 = -384435.373237
  nChanged 0
		SP:Iteration 48F (195846.120000 sec): 3 clusters
  Score: Raw -388299.763554 + Penalty 3864.390317 = -384435.373237
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 70 (4704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195846.260000 sec): 2 clusters
  Score: Raw -720475.493889 + Penalty 2097.129785 = -718378.364104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195846.490000 sec): 3 clusters
  Score: Raw -718333.073481 + Penalty 4194.259571 = -714138.813910
  nChanged 1776
		SP:Iteration 1F (195846.620000 sec): 3 clusters
  Score: Raw -719390.425206 + Penalty 4194.259571 = -715196.165635
  nChanged 387
		SP:Iteration 2F (195846.780000 sec): 3 clusters
  Score: Raw -719631.333381 + Penalty 4194.259571 = -715437.073810
  nChanged 234
		SP:Iteration 3Q (195847.010000 sec): 3 clusters
  Score: Raw -719773.378108 + Penalty 4194.259571 = -715579.118537
  nChanged 188
		SP:Iteration 4Q (195847.200000 sec): 3 clusters
  Score: Raw -719890.344832 + Penalty 4194.259571 = -715696.085261
  nChanged 147
		SP:Iteration 5Q (195847.350000 sec): 3 clusters
  Score: Raw -719978.257199 + Penalty 4194.259571 = -715783.997628
  nChanged 127
		SP:Iteration 6Q (195847.540000 sec): 3 clusters
  Score: Raw -720060.643170 + Penalty 4194.259571 = -715866.383599
  nChanged 126
		SP:Iteration 7Q (195847.750000 sec): 3 clusters
  Score: Raw -720138.757001 + Penalty 4194.259571 = -715944.497430
  nChanged 125
		SP:Iteration 8Q (195847.940000 sec): 3 clusters
  Score: Raw -720224.868471 + Penalty 4194.259571 = -716030.608900
  nChanged 157
		SP:Iteration 9Q (195848.130000 sec): 3 clusters
  Score: Raw -720339.670074 + Penalty 4194.259571 = -716145.410503
  nChanged 156
		SP:Iteration 10Q (195848.310000 sec): 3 clusters
  Score: Raw -720465.509709 + Penalty 4194.259571 = -716271.250138
  nChanged 167
		SP:Iteration 11Q (195848.480000 sec): 3 clusters
  Score: Raw -720601.048993 + Penalty 4194.259571 = -716406.789423
  nChanged 155
		SP:Iteration 12Q (195848.700000 sec): 3 clusters
  Score: Raw -720747.133072 + Penalty 4194.259571 = -716552.873501
  nChanged 151
		SP:Iteration 13Q (195848.850000 sec): 3 clusters
  Score: Raw -720879.001661 + Penalty 4194.259571 = -716684.742090
  nChanged 138
		SP:Iteration 14Q (195849.020000 sec): 3 clusters
  Score: Raw -720993.459025 + Penalty 4194.259571 = -716799.199454
  nChanged 124
		SP:Iteration 15Q (195849.230000 sec): 3 clusters
  Score: Raw -721077.744077 + Penalty 4194.259571 = -716883.484506
  nChanged 100
		SP:Iteration 16Q (195849.420000 sec): 3 clusters
  Score: Raw -721143.324497 + Penalty 4194.259571 = -716949.064926
  nChanged 86
		SP:Iteration 17Q (195849.550000 sec): 3 clusters
  Score: Raw -721204.331992 + Penalty 4194.259571 = -717010.072421
  nChanged 75
		SP:Iteration 18Q (195849.750000 sec): 3 clusters
  Score: Raw -721252.834385 + Penalty 4194.259571 = -717058.574814
  nChanged 59
		SP:Iteration 19Q (195849.880000 sec): 3 clusters
  Score: Raw -721284.555387 + Penalty 4194.259571 = -717090.295816
  nChanged 39
		SP:Iteration 20F (195850.070000 sec): 3 clusters
  Score: Raw -721303.208090 + Penalty 4194.259571 = -717108.948519
  nChanged 30
		SP:Iteration 21Q (195850.200000 sec): 3 clusters
  Score: Raw -721313.648745 + Penalty 4194.259571 = -717119.389174
  nChanged 28
		SP:Iteration 22Q (195850.400000 sec): 3 clusters
  Score: Raw -721326.047240 + Penalty 4194.259571 = -717131.787669
  nChanged 25
		SP:Iteration 23Q (195850.580000 sec): 3 clusters
  Score: Raw -721339.349173 + Penalty 4194.259571 = -717145.089602
  nChanged 22
		SP:Iteration 24Q (195850.770000 sec): 3 clusters
  Score: Raw -721347.262116 + Penalty 4194.259571 = -717153.002545
  nChanged 18
		SP:Iteration 25Q (195850.970000 sec): 3 clusters
  Score: Raw -721357.777559 + Penalty 4194.259571 = -717163.517988
  nChanged 16
		SP:Iteration 26Q (195851.090000 sec): 3 clusters
  Score: Raw -721365.031604 + Penalty 4194.259571 = -717170.772033
  nChanged 11
		SP:Iteration 27Q (195851.290000 sec): 3 clusters
  Score: Raw -721369.208831 + Penalty 4194.259571 = -717174.949260
  nChanged 15
		SP:Iteration 28Q (195851.530000 sec): 3 clusters
  Score: Raw -721373.806564 + Penalty 4194.259571 = -717179.546993
  nChanged 11
		SP:Iteration 29Q (195851.720000 sec): 3 clusters
  Score: Raw -721379.462558 + Penalty 4194.259571 = -717185.202987
  nChanged 9
		SP:Iteration 30Q (195851.880000 sec): 3 clusters
  Score: Raw -721384.217940 + Penalty 4194.259571 = -717189.958369
  nChanged 10
		SP:Iteration 31Q (195852.080000 sec): 3 clusters
  Score: Raw -721387.628017 + Penalty 4194.259571 = -717193.368446
  nChanged 2
		SP:Iteration 32Q (195852.270000 sec): 3 clusters
  Score: Raw -721388.147621 + Penalty 4194.259571 = -717193.888050
  nChanged 2
		SP:Iteration 33Q (195852.450000 sec): 3 clusters
  Score: Raw -721388.478364 + Penalty 4194.259571 = -717194.218793
  nChanged 0
		SP:Iteration 34F (195852.620000 sec): 3 clusters
  Score: Raw -721388.478364 + Penalty 4194.259571 = -717194.218793
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 71 (314510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195854.730000 sec): 2 clusters
  Score: Raw -49312829.594268 + Penalty 3139.375245 = -49309690.219023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195857.100000 sec): 3 clusters
  Score: Raw -49104134.759722 + Penalty 6278.750491 = -49097856.009231
  nChanged 152477
		SP:Iteration 1F (195859.650000 sec): 3 clusters
  Score: Raw -49195675.221389 + Penalty 6278.750491 = -49189396.470898
  nChanged 9636
		SP:Iteration 2Q (195862.330000 sec): 3 clusters
  Score: Raw -49198083.870813 + Penalty 6278.750491 = -49191805.120322
  nChanged 10675
		SP:Iteration 3Q (195864.900000 sec): 3 clusters
  Score: Raw -49201198.247618 + Penalty 6278.750491 = -49194919.497127
  nChanged 12256
		SP:Iteration 4Q (195867.170000 sec): 3 clusters
  Score: Raw -49205393.488098 + Penalty 6278.750491 = -49199114.737607
  nChanged 14074
		SP:Iteration 5Q (195869.420000 sec): 3 clusters
  Score: Raw -49210883.022329 + Penalty 6278.750491 = -49204604.271838
  nChanged 15977
		SP:Iteration 6F (195871.840000 sec): 3 clusters
  Score: Raw -49218165.904254 + Penalty 6278.750491 = -49211887.153764
  nChanged 17681
		SP:Iteration 7F (195874.340000 sec): 3 clusters
  Score: Raw -49227240.357271 + Penalty 6278.750491 = -49220961.606780
  nChanged 19082
		SP:Iteration 8F (195876.880000 sec): 3 clusters
  Score: Raw -49238364.967774 + Penalty 6278.750491 = -49232086.217283
  nChanged 19961
		SP:Iteration 9F (195879.490000 sec): 3 clusters
  Score: Raw -49251267.797295 + Penalty 6278.750491 = -49244989.046804
  nChanged 20066
		SP:Iteration 10F (195882.100000 sec): 3 clusters
  Score: Raw -49265579.251819 + Penalty 6278.750491 = -49259300.501328
  nChanged 18527
		SP:Iteration 11F (195884.530000 sec): 3 clusters
  Score: Raw -49279751.419543 + Penalty 6278.750491 = -49273472.669052
  nChanged 15758
		SP:Iteration 12F (195886.910000 sec): 3 clusters
  Score: Raw -49292331.301214 + Penalty 6278.750491 = -49286052.550723
  nChanged 11556
		SP:Iteration 13Q (195889.400000 sec): 3 clusters
  Score: Raw -49301457.000891 + Penalty 6278.750491 = -49295178.250400
  nChanged 7388
		SP:Iteration 14Q (195891.970000 sec): 3 clusters
  Score: Raw -49307106.857521 + Penalty 6278.750491 = -49300828.107030
  nChanged 4219
		SP:Iteration 15Q (195894.300000 sec): 3 clusters
  Score: Raw -49310166.307032 + Penalty 6278.750491 = -49303887.556541
  nChanged 2224
		SP:Iteration 16Q (195896.630000 sec): 3 clusters
  Score: Raw -49311723.454513 + Penalty 6278.750491 = -49305444.704022
  nChanged 1049
		SP:Iteration 17Q (195899.110000 sec): 3 clusters
  Score: Raw -49312425.668634 + Penalty 6278.750491 = -49306146.918143
  nChanged 572
		SP:Iteration 18Q (195901.540000 sec): 3 clusters
  Score: Raw -49312816.737083 + Penalty 6278.750491 = -49306537.986592
  nChanged 327
		SP:Iteration 19Q (195903.910000 sec): 3 clusters
  Score: Raw -49313045.289869 + Penalty 6278.750491 = -49306766.539378
  nChanged 213
		SP:Iteration 20F (195906.660000 sec): 3 clusters
  Score: Raw -49313179.324308 + Penalty 6278.750491 = -49306900.573817
  nChanged 158
		SP:Iteration 21Q (195909.180000 sec): 3 clusters
  Score: Raw -49313267.333668 + Penalty 6278.750491 = -49306988.583177
  nChanged 104
		SP:Iteration 22Q (195911.130000 sec): 3 clusters
  Score: Raw -49313330.417352 + Penalty 6278.750491 = -49307051.666861
  nChanged 97
		SP:Iteration 23Q (195913.280000 sec): 3 clusters
  Score: Raw -49313385.594295 + Penalty 6278.750491 = -49307106.843804
  nChanged 72
		SP:Iteration 24Q (195915.540000 sec): 3 clusters
  Score: Raw -49313423.384874 + Penalty 6278.750491 = -49307144.634383
  nChanged 62
		SP:Iteration 25Q (195917.540000 sec): 3 clusters
  Score: Raw -49313454.048648 + Penalty 6278.750491 = -49307175.298157
  nChanged 53
		SP:Iteration 26Q (195919.620000 sec): 3 clusters
  Score: Raw -49313481.326846 + Penalty 6278.750491 = -49307202.576355
  nChanged 42
		SP:Iteration 27Q (195922.020000 sec): 3 clusters
  Score: Raw -49313498.789898 + Penalty 6278.750491 = -49307220.039407
  nChanged 26
		SP:Iteration 28Q (195924.060000 sec): 3 clusters
  Score: Raw -49313510.178716 + Penalty 6278.750491 = -49307231.428225
  nChanged 25
		SP:Iteration 29Q (195926.180000 sec): 3 clusters
  Score: Raw -49313519.820145 + Penalty 6278.750491 = -49307241.069654
  nChanged 23
		SP:Iteration 30Q (195928.380000 sec): 3 clusters
  Score: Raw -49313529.415794 + Penalty 6278.750491 = -49307250.665303
  nChanged 25
		SP:Iteration 31Q (195930.480000 sec): 3 clusters
  Score: Raw -49313539.628518 + Penalty 6278.750491 = -49307260.878027
  nChanged 18
		SP:Iteration 32Q (195932.640000 sec): 3 clusters
  Score: Raw -49313546.353192 + Penalty 6278.750491 = -49307267.602701
  nChanged 11
		SP:Iteration 33Q (195934.900000 sec): 3 clusters
  Score: Raw -49313549.707900 + Penalty 6278.750491 = -49307270.957410
  nChanged 3
		SP:Iteration 34Q (195937.250000 sec): 3 clusters
  Score: Raw -49313551.019352 + Penalty 6278.750491 = -49307272.268861
  nChanged 6
		SP:Iteration 35Q (195939.370000 sec): 3 clusters
  Score: Raw -49313552.616662 + Penalty 6278.750491 = -49307273.866171
  nChanged 7
		SP:Iteration 36Q (195941.710000 sec): 3 clusters
  Score: Raw -49313554.926016 + Penalty 6278.750491 = -49307276.175525
  nChanged 5
		SP:Iteration 37Q (195944.120000 sec): 3 clusters
  Score: Raw -49313556.629909 + Penalty 6278.750491 = -49307277.879418
  nChanged 8
		SP:Iteration 38Q (195946.340000 sec): 3 clusters
  Score: Raw -49313559.624099 + Penalty 6278.750491 = -49307280.873608
  nChanged 1
		SP:Iteration 39Q (195948.460000 sec): 3 clusters
  Score: Raw -49313559.873825 + Penalty 6278.750491 = -49307281.123334
  nChanged 0
		SP:Iteration 40F (195950.740000 sec): 3 clusters
  Score: Raw -49313559.873825 + Penalty 6278.750491 = -49307281.123334
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 72 (2162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195951.050000 sec): 2 clusters
  Score: Raw -338001.495052 + Penalty 1904.339672 = -336097.155380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195951.240000 sec): 3 clusters
  Score: Raw -337159.386433 + Penalty 3808.679343 = -333350.707090
  nChanged 682
		SP:Iteration 1F (195951.380000 sec): 3 clusters
  Score: Raw -337689.367612 + Penalty 3808.679343 = -333880.688269
  nChanged 176
		SP:Iteration 2F (195951.600000 sec): 3 clusters
  Score: Raw -337876.556792 + Penalty 3808.679343 = -334067.877449
  nChanged 122
		SP:Iteration 3F (195951.760000 sec): 3 clusters
  Score: Raw -338001.721219 + Penalty 3808.679343 = -334193.041875
  nChanged 91
		SP:Iteration 4Q (195951.950000 sec): 3 clusters
  Score: Raw -338116.563563 + Penalty 3808.679343 = -334307.884220
  nChanged 68
		SP:Iteration 5Q (195952.120000 sec): 3 clusters
  Score: Raw -338189.583029 + Penalty 3808.679343 = -334380.903686
  nChanged 48
		SP:Iteration 6Q (195952.260000 sec): 3 clusters
  Score: Raw -338235.758715 + Penalty 3808.679343 = -334427.079372
  nChanged 41
		SP:Iteration 7Q (195952.450000 sec): 3 clusters
  Score: Raw -338271.130897 + Penalty 3808.679343 = -334462.451554
  nChanged 47
		SP:Iteration 8Q (195952.580000 sec): 3 clusters
  Score: Raw -338340.432851 + Penalty 3808.679343 = -334531.753508
  nChanged 54
		SP:Iteration 9Q (195952.720000 sec): 3 clusters
  Score: Raw -338439.202139 + Penalty 3808.679343 = -334630.522796
  nChanged 59
		SP:Iteration 10Q (195952.870000 sec): 3 clusters
  Score: Raw -338594.041604 + Penalty 3808.679343 = -334785.362261
  nChanged 65
		SP:Iteration 11Q (195953.010000 sec): 3 clusters
  Score: Raw -338771.628200 + Penalty 3808.679343 = -334962.948856
  nChanged 58
		SP:Iteration 12Q (195953.150000 sec): 3 clusters
  Score: Raw -338880.851821 + Penalty 3808.679343 = -335072.172478
  nChanged 53
		SP:Iteration 13Q (195953.300000 sec): 3 clusters
  Score: Raw -338940.108340 + Penalty 3808.679343 = -335131.428997
  nChanged 35
		SP:Iteration 14Q (195953.440000 sec): 3 clusters
  Score: Raw -338976.395486 + Penalty 3808.679343 = -335167.716143
  nChanged 28
		SP:Iteration 15Q (195953.580000 sec): 3 clusters
  Score: Raw -339001.980219 + Penalty 3808.679343 = -335193.300876
  nChanged 23
		SP:Iteration 16Q (195953.720000 sec): 3 clusters
  Score: Raw -339026.585126 + Penalty 3808.679343 = -335217.905783
  nChanged 30
		SP:Iteration 17Q (195953.870000 sec): 3 clusters
  Score: Raw -339059.081940 + Penalty 3808.679343 = -335250.402596
  nChanged 28
		SP:Iteration 18Q (195953.960000 sec): 3 clusters
  Score: Raw -339083.468047 + Penalty 3808.679343 = -335274.788704
  nChanged 18
		SP:Iteration 19Q (195954.100000 sec): 3 clusters
  Score: Raw -339097.651788 + Penalty 3808.679343 = -335288.972444
  nChanged 9
		SP:Iteration 20F (195954.250000 sec): 3 clusters
  Score: Raw -339105.675943 + Penalty 3808.679343 = -335296.996600
  nChanged 8
		SP:Iteration 21Q (195954.350000 sec): 3 clusters
  Score: Raw -339112.359989 + Penalty 3808.679343 = -335303.680646
  nChanged 3
		SP:Iteration 22Q (195954.440000 sec): 3 clusters
  Score: Raw -339114.570345 + Penalty 3808.679343 = -335305.891002
  nChanged 3
		SP:Iteration 23Q (195954.580000 sec): 3 clusters
  Score: Raw -339116.769231 + Penalty 3808.679343 = -335308.089888
  nChanged 2
		SP:Iteration 24Q (195954.730000 sec): 3 clusters
  Score: Raw -339119.399924 + Penalty 3808.679343 = -335310.720581
  nChanged 2
		SP:Iteration 25Q (195954.870000 sec): 3 clusters
  Score: Raw -339120.824513 + Penalty 3808.679343 = -335312.145170
  nChanged 3
		SP:Iteration 26Q (195954.970000 sec): 3 clusters
  Score: Raw -339121.935439 + Penalty 3808.679343 = -335313.256096
  nChanged 1
		SP:Iteration 27Q (195955.120000 sec): 3 clusters
  Score: Raw -339122.800533 + Penalty 3808.679343 = -335314.121190
  nChanged 3
		SP:Iteration 28Q (195955.260000 sec): 3 clusters
  Score: Raw -339125.407876 + Penalty 3808.679343 = -335316.728533
  nChanged 4
		SP:Iteration 29Q (195955.400000 sec): 3 clusters
  Score: Raw -339128.763766 + Penalty 3808.679343 = -335320.084423
  nChanged 2
		SP:Iteration 30Q (195955.500000 sec): 3 clusters
  Score: Raw -339129.891000 + Penalty 3808.679343 = -335321.211657
  nChanged 3
		SP:Iteration 31Q (195955.600000 sec): 3 clusters
  Score: Raw -339131.938938 + Penalty 3808.679343 = -335323.259595
  nChanged 1
		SP:Iteration 32Q (195955.740000 sec): 3 clusters
  Score: Raw -339132.298629 + Penalty 3808.679343 = -335323.619286
  nChanged 0
		SP:Iteration 33F (195955.880000 sec): 3 clusters
  Score: Raw -339132.298629 + Penalty 3808.679343 = -335323.619286
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 73 (7492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195956.090000 sec): 2 clusters
  Score: Raw -1178826.231825 + Penalty 2212.554584 = -1176613.677241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195956.320000 sec): 3 clusters
  Score: Raw -1174920.527668 + Penalty 4425.109168 = -1170495.418501
  nChanged 3005
		SP:Iteration 1F (195956.570000 sec): 3 clusters
  Score: Raw -1176684.332839 + Penalty 4425.109168 = -1172259.223671
  nChanged 590
		SP:Iteration 2F (195956.820000 sec): 3 clusters
  Score: Raw -1177069.818468 + Penalty 4425.109168 = -1172644.709300
  nChanged 505
		SP:Iteration 3F (195957.030000 sec): 3 clusters
  Score: Raw -1177464.786726 + Penalty 4425.109168 = -1173039.677558
  nChanged 459
		SP:Iteration 4F (195957.280000 sec): 3 clusters
  Score: Raw -1177825.480860 + Penalty 4425.109168 = -1173400.371692
  nChanged 417
		SP:Iteration 5F (195957.520000 sec): 3 clusters
  Score: Raw -1178113.471543 + Penalty 4425.109168 = -1173688.362376
  nChanged 359
		SP:Iteration 6Q (195957.730000 sec): 3 clusters
  Score: Raw -1178346.151384 + Penalty 4425.109168 = -1173921.042216
  nChanged 342
		SP:Iteration 7Q (195958.030000 sec): 3 clusters
  Score: Raw -1178541.185377 + Penalty 4425.109168 = -1174116.076209
  nChanged 249
		SP:Iteration 8Q (195958.260000 sec): 3 clusters
  Score: Raw -1178656.368830 + Penalty 4425.109168 = -1174231.259663
  nChanged 179
		SP:Iteration 9Q (195958.540000 sec): 3 clusters
  Score: Raw -1178739.497094 + Penalty 4425.109168 = -1174314.387927
  nChanged 159
		SP:Iteration 10Q (195958.810000 sec): 3 clusters
  Score: Raw -1178810.609083 + Penalty 4425.109168 = -1174385.499915
  nChanged 127
		SP:Iteration 11Q (195959.030000 sec): 3 clusters
  Score: Raw -1178870.250354 + Penalty 4425.109168 = -1174445.141186
  nChanged 121
		SP:Iteration 12Q (195959.310000 sec): 3 clusters
  Score: Raw -1178917.030336 + Penalty 4425.109168 = -1174491.921169
  nChanged 103
		SP:Iteration 13Q (195959.530000 sec): 3 clusters
  Score: Raw -1178955.514913 + Penalty 4425.109168 = -1174530.405745
  nChanged 83
		SP:Iteration 14Q (195959.760000 sec): 3 clusters
  Score: Raw -1178987.225791 + Penalty 4425.109168 = -1174562.116624
  nChanged 62
		SP:Iteration 15Q (195959.970000 sec): 3 clusters
  Score: Raw -1179007.628987 + Penalty 4425.109168 = -1174582.519819
  nChanged 50
		SP:Iteration 16Q (195960.190000 sec): 3 clusters
  Score: Raw -1179023.797589 + Penalty 4425.109168 = -1174598.688421
  nChanged 43
		SP:Iteration 17Q (195960.420000 sec): 3 clusters
  Score: Raw -1179037.870499 + Penalty 4425.109168 = -1174612.761331
  nChanged 46
		SP:Iteration 18Q (195960.630000 sec): 3 clusters
  Score: Raw -1179055.362662 + Penalty 4425.109168 = -1174630.253494
  nChanged 50
		SP:Iteration 19Q (195960.800000 sec): 3 clusters
  Score: Raw -1179073.187474 + Penalty 4425.109168 = -1174648.078306
  nChanged 52
		SP:Iteration 20F (195960.960000 sec): 3 clusters
  Score: Raw -1179091.574087 + Penalty 4425.109168 = -1174666.464920
  nChanged 49
		SP:Iteration 21Q (195961.150000 sec): 3 clusters
  Score: Raw -1179110.965401 + Penalty 4425.109168 = -1174685.856234
  nChanged 50
		SP:Iteration 22Q (195961.320000 sec): 3 clusters
  Score: Raw -1179135.882738 + Penalty 4425.109168 = -1174710.773570
  nChanged 59
		SP:Iteration 23Q (195961.630000 sec): 3 clusters
  Score: Raw -1179160.673081 + Penalty 4425.109168 = -1174735.563914
  nChanged 53
		SP:Iteration 24Q (195961.900000 sec): 3 clusters
  Score: Raw -1179178.003083 + Penalty 4425.109168 = -1174752.893916
  nChanged 49
		SP:Iteration 25Q (195962.130000 sec): 3 clusters
  Score: Raw -1179194.846014 + Penalty 4425.109168 = -1174769.736847
  nChanged 42
		SP:Iteration 26Q (195962.380000 sec): 3 clusters
  Score: Raw -1179207.955561 + Penalty 4425.109168 = -1174782.846394
  nChanged 35
		SP:Iteration 27Q (195962.670000 sec): 3 clusters
  Score: Raw -1179220.402269 + Penalty 4425.109168 = -1174795.293102
  nChanged 29
		SP:Iteration 28Q (195962.910000 sec): 3 clusters
  Score: Raw -1179232.300075 + Penalty 4425.109168 = -1174807.190908
  nChanged 30
		SP:Iteration 29Q (195963.120000 sec): 3 clusters
  Score: Raw -1179243.204564 + Penalty 4425.109168 = -1174818.095397
  nChanged 30
		SP:Iteration 30Q (195963.340000 sec): 3 clusters
  Score: Raw -1179255.140770 + Penalty 4425.109168 = -1174830.031602
  nChanged 41
		SP:Iteration 31Q (195963.640000 sec): 3 clusters
  Score: Raw -1179274.698077 + Penalty 4425.109168 = -1174849.588909
  nChanged 48
		SP:Iteration 32Q (195963.860000 sec): 3 clusters
  Score: Raw -1179301.681513 + Penalty 4425.109168 = -1174876.572346
  nChanged 56
		SP:Iteration 33Q (195964.120000 sec): 3 clusters
  Score: Raw -1179329.600124 + Penalty 4425.109168 = -1174904.490957
  nChanged 51
		SP:Iteration 34Q (195964.370000 sec): 3 clusters
  Score: Raw -1179361.105281 + Penalty 4425.109168 = -1174935.996113
  nChanged 54
		SP:Iteration 35Q (195964.540000 sec): 3 clusters
  Score: Raw -1179387.305039 + Penalty 4425.109168 = -1174962.195871
  nChanged 37
		SP:Iteration 36Q (195964.770000 sec): 3 clusters
  Score: Raw -1179404.980795 + Penalty 4425.109168 = -1174979.871627
  nChanged 38
		SP:Iteration 37Q (195964.970000 sec): 3 clusters
  Score: Raw -1179419.138478 + Penalty 4425.109168 = -1174994.029311
  nChanged 31
		SP:Iteration 38Q (195965.160000 sec): 3 clusters
  Score: Raw -1179427.359772 + Penalty 4425.109168 = -1175002.250604
  nChanged 20
		SP:Iteration 39Q (195965.330000 sec): 3 clusters
  Score: Raw -1179431.602025 + Penalty 4425.109168 = -1175006.492857
  nChanged 13
		SP:Iteration 40F (195965.590000 sec): 3 clusters
  Score: Raw -1179434.841787 + Penalty 4425.109168 = -1175009.732619
  nChanged 16
		SP:Iteration 41Q (195965.830000 sec): 3 clusters
  Score: Raw -1179439.609481 + Penalty 4425.109168 = -1175014.500313
  nChanged 16
		SP:Iteration 42Q (195966.050000 sec): 3 clusters
  Score: Raw -1179443.872610 + Penalty 4425.109168 = -1175018.763442
  nChanged 11
		SP:Iteration 43Q (195966.290000 sec): 3 clusters
  Score: Raw -1179446.955039 + Penalty 4425.109168 = -1175021.845871
  nChanged 11
		SP:Iteration 44Q (195966.550000 sec): 3 clusters
  Score: Raw -1179449.902855 + Penalty 4425.109168 = -1175024.793687
  nChanged 17
		SP:Iteration 45Q (195966.750000 sec): 3 clusters
  Score: Raw -1179454.422142 + Penalty 4425.109168 = -1175029.312974
  nChanged 15
		SP:Iteration 46Q (195966.950000 sec): 3 clusters
  Score: Raw -1179458.933261 + Penalty 4425.109168 = -1175033.824093
  nChanged 14
		SP:Iteration 47Q (195967.100000 sec): 3 clusters
  Score: Raw -1179462.863966 + Penalty 4425.109168 = -1175037.754799
  nChanged 15
		SP:Iteration 48Q (195967.320000 sec): 3 clusters
  Score: Raw -1179466.644107 + Penalty 4425.109168 = -1175041.534940
  nChanged 10
		SP:Iteration 49Q (195967.470000 sec): 3 clusters
  Score: Raw -1179468.651374 + Penalty 4425.109168 = -1175043.542207
  nChanged 6
		SP:Iteration 50Q (195967.720000 sec): 3 clusters
  Score: Raw -1179470.453290 + Penalty 4425.109168 = -1175045.344122
  nChanged 7
		SP:Iteration 51Q (195967.930000 sec): 3 clusters
  Score: Raw -1179472.233089 + Penalty 4425.109168 = -1175047.123922
  nChanged 8
		SP:Iteration 52Q (195968.070000 sec): 3 clusters
  Score: Raw -1179474.244818 + Penalty 4425.109168 = -1175049.135650
  nChanged 7
		SP:Iteration 53Q (195968.290000 sec): 3 clusters
  Score: Raw -1179475.859256 + Penalty 4425.109168 = -1175050.750088
  nChanged 5
		SP:Iteration 54Q (195968.440000 sec): 3 clusters
  Score: Raw -1179476.501694 + Penalty 4425.109168 = -1175051.392526
  nChanged 2
		SP:Iteration 55Q (195968.610000 sec): 3 clusters
  Score: Raw -1179476.934988 + Penalty 4425.109168 = -1175051.825821
  nChanged 5
		SP:Iteration 56Q (195968.850000 sec): 3 clusters
  Score: Raw -1179478.310482 + Penalty 4425.109168 = -1175053.201315
  nChanged 6
		SP:Iteration 57Q (195969.050000 sec): 3 clusters
  Score: Raw -1179479.539335 + Penalty 4425.109168 = -1175054.430168
  nChanged 4
		SP:Iteration 58Q (195969.260000 sec): 3 clusters
  Score: Raw -1179480.752310 + Penalty 4425.109168 = -1175055.643143
  nChanged 3
		SP:Iteration 59Q (195969.460000 sec): 3 clusters
  Score: Raw -1179481.506701 + Penalty 4425.109168 = -1175056.397533
  nChanged 2
		SP:Iteration 60F (195969.660000 sec): 3 clusters
  Score: Raw -1179482.109908 + Penalty 4425.109168 = -1175057.000740
  nChanged 6
		SP:Iteration 61Q (195969.870000 sec): 3 clusters
  Score: Raw -1179483.109186 + Penalty 4425.109168 = -1175058.000019
  nChanged 4
		SP:Iteration 62Q (195970.090000 sec): 3 clusters
  Score: Raw -1179484.009086 + Penalty 4425.109168 = -1175058.899918
  nChanged 4
		SP:Iteration 63Q (195970.300000 sec): 3 clusters
  Score: Raw -1179484.872719 + Penalty 4425.109168 = -1175059.763551
  nChanged 1
		SP:Iteration 64Q (195970.490000 sec): 3 clusters
  Score: Raw -1179484.941987 + Penalty 4425.109168 = -1175059.832820
  nChanged 0
		SP:Iteration 65F (195970.650000 sec): 3 clusters
  Score: Raw -1179484.941987 + Penalty 4425.109168 = -1175059.832820
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 74 (3408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195970.770000 sec): 2 clusters
  Score: Raw -536941.547357 + Penalty 2017.202460 = -534924.344896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195970.950000 sec): 3 clusters
  Score: Raw -535424.736908 + Penalty 4034.404920 = -531390.331988
  nChanged 1214
		SP:Iteration 1F (195971.110000 sec): 3 clusters
  Score: Raw -536168.583507 + Penalty 4034.404920 = -532134.178587
  nChanged 258
		SP:Iteration 2F (195971.330000 sec): 3 clusters
  Score: Raw -536336.991367 + Penalty 4034.404920 = -532302.586447
  nChanged 157
		SP:Iteration 3Q (195971.550000 sec): 3 clusters
  Score: Raw -536444.004895 + Penalty 4034.404920 = -532409.599975
  nChanged 133
		SP:Iteration 4Q (195971.760000 sec): 3 clusters
  Score: Raw -536516.045141 + Penalty 4034.404920 = -532481.640220
  nChanged 96
		SP:Iteration 5Q (195971.960000 sec): 3 clusters
  Score: Raw -536573.257988 + Penalty 4034.404920 = -532538.853067
  nChanged 90
		SP:Iteration 6Q (195972.170000 sec): 3 clusters
  Score: Raw -536633.400904 + Penalty 4034.404920 = -532598.995983
  nChanged 88
		SP:Iteration 7Q (195972.340000 sec): 3 clusters
  Score: Raw -536692.122651 + Penalty 4034.404920 = -532657.717730
  nChanged 89
		SP:Iteration 8Q (195972.520000 sec): 3 clusters
  Score: Raw -536751.062458 + Penalty 4034.404920 = -532716.657538
  nChanged 76
		SP:Iteration 9Q (195972.710000 sec): 3 clusters
  Score: Raw -536806.623742 + Penalty 4034.404920 = -532772.218822
  nChanged 89
		SP:Iteration 10Q (195972.880000 sec): 3 clusters
  Score: Raw -536874.895689 + Penalty 4034.404920 = -532840.490769
  nChanged 83
		SP:Iteration 11Q (195973.020000 sec): 3 clusters
  Score: Raw -536936.525098 + Penalty 4034.404920 = -532902.120178
  nChanged 62
		SP:Iteration 12Q (195973.140000 sec): 3 clusters
  Score: Raw -536985.205435 + Penalty 4034.404920 = -532950.800515
  nChanged 52
		SP:Iteration 13Q (195973.280000 sec): 3 clusters
  Score: Raw -537023.601168 + Penalty 4034.404920 = -532989.196248
  nChanged 35
		SP:Iteration 14Q (195973.480000 sec): 3 clusters
  Score: Raw -537053.030553 + Penalty 4034.404920 = -533018.625633
  nChanged 32
		SP:Iteration 15Q (195973.660000 sec): 3 clusters
  Score: Raw -537075.462799 + Penalty 4034.404920 = -533041.057878
  nChanged 28
		SP:Iteration 16Q (195973.850000 sec): 3 clusters
  Score: Raw -537099.345423 + Penalty 4034.404920 = -533064.940502
  nChanged 28
		SP:Iteration 17Q (195974.020000 sec): 3 clusters
  Score: Raw -537117.432025 + Penalty 4034.404920 = -533083.027105
  nChanged 25
		SP:Iteration 18Q (195974.240000 sec): 3 clusters
  Score: Raw -537136.196584 + Penalty 4034.404920 = -533101.791664
  nChanged 25
		SP:Iteration 19Q (195974.400000 sec): 3 clusters
  Score: Raw -537151.250343 + Penalty 4034.404920 = -533116.845422
  nChanged 21
		SP:Iteration 20F (195974.560000 sec): 3 clusters
  Score: Raw -537162.855213 + Penalty 4034.404920 = -533128.450292
  nChanged 20
		SP:Iteration 21Q (195974.700000 sec): 3 clusters
  Score: Raw -537179.805765 + Penalty 4034.404920 = -533145.400845
  nChanged 15
		SP:Iteration 22Q (195974.850000 sec): 3 clusters
  Score: Raw -537191.409519 + Penalty 4034.404920 = -533157.004598
  nChanged 19
		SP:Iteration 23Q (195975.030000 sec): 3 clusters
  Score: Raw -537207.670075 + Penalty 4034.404920 = -533173.265155
  nChanged 14
		SP:Iteration 24Q (195975.190000 sec): 3 clusters
  Score: Raw -537218.020762 + Penalty 4034.404920 = -533183.615842
  nChanged 10
		SP:Iteration 25Q (195975.380000 sec): 3 clusters
  Score: Raw -537224.199508 + Penalty 4034.404920 = -533189.794588
  nChanged 11
		SP:Iteration 26Q (195975.540000 sec): 3 clusters
  Score: Raw -537232.367820 + Penalty 4034.404920 = -533197.962900
  nChanged 5
		SP:Iteration 27Q (195975.750000 sec): 3 clusters
  Score: Raw -537235.099759 + Penalty 4034.404920 = -533200.694839
  nChanged 7
		SP:Iteration 28Q (195975.920000 sec): 3 clusters
  Score: Raw -537241.339327 + Penalty 4034.404920 = -533206.934406
  nChanged 10
		SP:Iteration 29Q (195976.080000 sec): 3 clusters
  Score: Raw -537249.141887 + Penalty 4034.404920 = -533214.736967
  nChanged 9
		SP:Iteration 30Q (195976.230000 sec): 3 clusters
  Score: Raw -537256.803208 + Penalty 4034.404920 = -533222.398287
  nChanged 10
		SP:Iteration 31Q (195976.380000 sec): 3 clusters
  Score: Raw -537263.784350 + Penalty 4034.404920 = -533229.379429
  nChanged 7
		SP:Iteration 32Q (195976.550000 sec): 3 clusters
  Score: Raw -537270.001952 + Penalty 4034.404920 = -533235.597031
  nChanged 6
		SP:Iteration 33Q (195976.700000 sec): 3 clusters
  Score: Raw -537274.270091 + Penalty 4034.404920 = -533239.865171
  nChanged 6
		SP:Iteration 34Q (195976.850000 sec): 3 clusters
  Score: Raw -537278.511314 + Penalty 4034.404920 = -533244.106393
  nChanged 5
		SP:Iteration 35Q (195977.040000 sec): 3 clusters
  Score: Raw -537282.854479 + Penalty 4034.404920 = -533248.449558
  nChanged 7
		SP:Iteration 36Q (195977.230000 sec): 3 clusters
  Score: Raw -537287.038788 + Penalty 4034.404920 = -533252.633868
  nChanged 0
		SP:Iteration 37F (195977.390000 sec): 3 clusters
  Score: Raw -537287.038788 + Penalty 4034.404920 = -533252.633868
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 75 (1883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195977.480000 sec): 2 clusters
  Score: Raw -270260.830770 + Penalty 1870.074139 = -268390.756631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195977.670000 sec): 3 clusters
  Score: Raw -269576.241320 + Penalty 3740.148278 = -265836.093042
  nChanged 598
		SP:Iteration 1F (195977.820000 sec): 3 clusters
  Score: Raw -270118.389701 + Penalty 3740.148278 = -266378.241423
  nChanged 177
		SP:Iteration 2F (195978.000000 sec): 3 clusters
  Score: Raw -270344.359229 + Penalty 3740.148278 = -266604.210951
  nChanged 119
		SP:Iteration 3F (195978.180000 sec): 3 clusters
  Score: Raw -270491.942262 + Penalty 3740.148278 = -266751.793984
  nChanged 79
		SP:Iteration 4Q (195978.350000 sec): 3 clusters
  Score: Raw -270602.144074 + Penalty 3740.148278 = -266861.995796
  nChanged 78
		SP:Iteration 5Q (195978.490000 sec): 3 clusters
  Score: Raw -270701.703521 + Penalty 3740.148278 = -266961.555242
  nChanged 66
		SP:Iteration 6Q (195978.630000 sec): 3 clusters
  Score: Raw -270783.537688 + Penalty 3740.148278 = -267043.389409
  nChanged 56
		SP:Iteration 7Q (195978.770000 sec): 3 clusters
  Score: Raw -270848.755063 + Penalty 3740.148278 = -267108.606785
  nChanged 46
		SP:Iteration 8Q (195978.900000 sec): 3 clusters
  Score: Raw -270905.743724 + Penalty 3740.148278 = -267165.595445
  nChanged 40
		SP:Iteration 9Q (195979.100000 sec): 3 clusters
  Score: Raw -270949.698243 + Penalty 3740.148278 = -267209.549965
  nChanged 38
		SP:Iteration 10Q (195979.270000 sec): 3 clusters
  Score: Raw -270983.951090 + Penalty 3740.148278 = -267243.802812
  nChanged 25
		SP:Iteration 11Q (195979.450000 sec): 3 clusters
  Score: Raw -271005.371488 + Penalty 3740.148278 = -267265.223209
  nChanged 20
		SP:Iteration 12Q (195979.590000 sec): 3 clusters
  Score: Raw -271017.002508 + Penalty 3740.148278 = -267276.854230
  nChanged 14
		SP:Iteration 13Q (195979.780000 sec): 3 clusters
  Score: Raw -271030.679052 + Penalty 3740.148278 = -267290.530774
  nChanged 11
		SP:Iteration 14Q (195979.960000 sec): 3 clusters
  Score: Raw -271040.499393 + Penalty 3740.148278 = -267300.351115
  nChanged 9
		SP:Iteration 15Q (195980.140000 sec): 3 clusters
  Score: Raw -271045.347459 + Penalty 3740.148278 = -267305.199180
  nChanged 5
		SP:Iteration 16Q (195980.320000 sec): 3 clusters
  Score: Raw -271048.604100 + Penalty 3740.148278 = -267308.455822
  nChanged 3
		SP:Iteration 17Q (195980.450000 sec): 3 clusters
  Score: Raw -271051.393774 + Penalty 3740.148278 = -267311.245496
  nChanged 2
		SP:Iteration 18Q (195980.680000 sec): 3 clusters
  Score: Raw -271055.539857 + Penalty 3740.148278 = -267315.391579
  nChanged 3
		SP:Iteration 19Q (195980.850000 sec): 3 clusters
  Score: Raw -271058.348357 + Penalty 3740.148278 = -267318.200078
  nChanged 2
		SP:Iteration 20F (195980.990000 sec): 3 clusters
  Score: Raw -271059.331434 + Penalty 3740.148278 = -267319.183156
  nChanged 1
		SP:Iteration 21Q (195981.130000 sec): 3 clusters
  Score: Raw -271059.562726 + Penalty 3740.148278 = -267319.414448
  nChanged 0
		SP:Iteration 22F (195981.270000 sec): 3 clusters
  Score: Raw -271059.562726 + Penalty 3740.148278 = -267319.414448
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 76 (12936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195981.520000 sec): 2 clusters
  Score: Raw -2039481.017764 + Penalty 2348.006812 = -2037133.010953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195981.750000 sec): 3 clusters
  Score: Raw -2032371.822833 + Penalty 4696.013623 = -2027675.809210
  nChanged 5478
		SP:Iteration 1F (195982.040000 sec): 3 clusters
  Score: Raw -2035480.665467 + Penalty 4696.013623 = -2030784.651844
  nChanged 926
		SP:Iteration 2F (195982.280000 sec): 3 clusters
  Score: Raw -2036102.117117 + Penalty 4696.013623 = -2031406.103494
  nChanged 907
		SP:Iteration 3F (195982.510000 sec): 3 clusters
  Score: Raw -2036741.047784 + Penalty 4696.013623 = -2032045.034161
  nChanged 899
		SP:Iteration 4F (195982.810000 sec): 3 clusters
  Score: Raw -2037378.688225 + Penalty 4696.013623 = -2032682.674602
  nChanged 800
		SP:Iteration 5F (195983.050000 sec): 3 clusters
  Score: Raw -2037918.799158 + Penalty 4696.013623 = -2033222.785535
  nChanged 697
		SP:Iteration 6F (195983.340000 sec): 3 clusters
  Score: Raw -2038345.972639 + Penalty 4696.013623 = -2033649.959015
  nChanged 575
		SP:Iteration 7Q (195983.720000 sec): 3 clusters
  Score: Raw -2038734.983438 + Penalty 4696.013623 = -2034038.969815
  nChanged 507
		SP:Iteration 8Q (195984.010000 sec): 3 clusters
  Score: Raw -2039125.717310 + Penalty 4696.013623 = -2034429.703687
  nChanged 456
		SP:Iteration 9Q (195984.310000 sec): 3 clusters
  Score: Raw -2039493.924382 + Penalty 4696.013623 = -2034797.910759
  nChanged 404
		SP:Iteration 10Q (195984.710000 sec): 3 clusters
  Score: Raw -2039829.483583 + Penalty 4696.013623 = -2035133.469960
  nChanged 374
		SP:Iteration 11Q (195985.020000 sec): 3 clusters
  Score: Raw -2040127.102402 + Penalty 4696.013623 = -2035431.088779
  nChanged 311
		SP:Iteration 12Q (195985.400000 sec): 3 clusters
  Score: Raw -2040339.537905 + Penalty 4696.013623 = -2035643.524282
  nChanged 276
		SP:Iteration 13Q (195985.650000 sec): 3 clusters
  Score: Raw -2040512.933744 + Penalty 4696.013623 = -2035816.920121
  nChanged 239
		SP:Iteration 14Q (195985.920000 sec): 3 clusters
  Score: Raw -2040628.654854 + Penalty 4696.013623 = -2035932.641231
  nChanged 157
		SP:Iteration 15Q (195986.150000 sec): 3 clusters
  Score: Raw -2040687.118974 + Penalty 4696.013623 = -2035991.105351
  nChanged 118
		SP:Iteration 16Q (195986.370000 sec): 3 clusters
  Score: Raw -2040727.136883 + Penalty 4696.013623 = -2036031.123260
  nChanged 93
		SP:Iteration 17Q (195986.630000 sec): 3 clusters
  Score: Raw -2040754.502129 + Penalty 4696.013623 = -2036058.488506
  nChanged 73
		SP:Iteration 18Q (195986.880000 sec): 3 clusters
  Score: Raw -2040772.659108 + Penalty 4696.013623 = -2036076.645485
  nChanged 50
		SP:Iteration 19Q (195987.100000 sec): 3 clusters
  Score: Raw -2040784.875323 + Penalty 4696.013623 = -2036088.861700
  nChanged 40
		SP:Iteration 20F (195987.350000 sec): 3 clusters
  Score: Raw -2040794.456496 + Penalty 4696.013623 = -2036098.442873
  nChanged 37
		SP:Iteration 21Q (195987.620000 sec): 3 clusters
  Score: Raw -2040805.435687 + Penalty 4696.013623 = -2036109.422064
  nChanged 38
		SP:Iteration 22Q (195987.960000 sec): 3 clusters
  Score: Raw -2040816.342619 + Penalty 4696.013623 = -2036120.328996
  nChanged 35
		SP:Iteration 23Q (195988.220000 sec): 3 clusters
  Score: Raw -2040827.118053 + Penalty 4696.013623 = -2036131.104430
  nChanged 35
		SP:Iteration 24Q (195988.470000 sec): 3 clusters
  Score: Raw -2040836.050555 + Penalty 4696.013623 = -2036140.036932
  nChanged 35
		SP:Iteration 25Q (195988.750000 sec): 3 clusters
  Score: Raw -2040844.731924 + Penalty 4696.013623 = -2036148.718301
  nChanged 38
		SP:Iteration 26Q (195989.030000 sec): 3 clusters
  Score: Raw -2040854.911178 + Penalty 4696.013623 = -2036158.897555
  nChanged 31
		SP:Iteration 27Q (195989.260000 sec): 3 clusters
  Score: Raw -2040862.241970 + Penalty 4696.013623 = -2036166.228347
  nChanged 16
		SP:Iteration 28Q (195989.540000 sec): 3 clusters
  Score: Raw -2040865.693041 + Penalty 4696.013623 = -2036169.679418
  nChanged 24
		SP:Iteration 29Q (195989.750000 sec): 3 clusters
  Score: Raw -2040870.693720 + Penalty 4696.013623 = -2036174.680097
  nChanged 18
		SP:Iteration 30Q (195990.030000 sec): 3 clusters
  Score: Raw -2040873.584085 + Penalty 4696.013623 = -2036177.570462
  nChanged 16
		SP:Iteration 31Q (195990.300000 sec): 3 clusters
  Score: Raw -2040876.712756 + Penalty 4696.013623 = -2036180.699132
  nChanged 11
		SP:Iteration 32Q (195990.580000 sec): 3 clusters
  Score: Raw -2040878.609273 + Penalty 4696.013623 = -2036182.595650
  nChanged 10
		SP:Iteration 33Q (195990.900000 sec): 3 clusters
  Score: Raw -2040881.143549 + Penalty 4696.013623 = -2036185.129926
  nChanged 10
		SP:Iteration 34Q (195991.160000 sec): 3 clusters
  Score: Raw -2040883.686634 + Penalty 4696.013623 = -2036187.673011
  nChanged 11
		SP:Iteration 35Q (195991.480000 sec): 3 clusters
  Score: Raw -2040885.363195 + Penalty 4696.013623 = -2036189.349572
  nChanged 4
		SP:Iteration 36Q (195991.770000 sec): 3 clusters
  Score: Raw -2040885.970931 + Penalty 4696.013623 = -2036189.957308
  nChanged 4
		SP:Iteration 37Q (195992.050000 sec): 3 clusters
  Score: Raw -2040886.430919 + Penalty 4696.013623 = -2036190.417296
  nChanged 1
		SP:Iteration 38Q (195992.370000 sec): 3 clusters
  Score: Raw -2040886.738992 + Penalty 4696.013623 = -2036190.725369
  nChanged 3
		SP:Iteration 39Q (195992.670000 sec): 3 clusters
  Score: Raw -2040887.195813 + Penalty 4696.013623 = -2036191.182190
  nChanged 5
		SP:Iteration 40F (195992.970000 sec): 3 clusters
  Score: Raw -2040887.925367 + Penalty 4696.013623 = -2036191.911744
  nChanged 2
		SP:Iteration 41Q (195993.250000 sec): 3 clusters
  Score: Raw -2040888.125147 + Penalty 4696.013623 = -2036192.111524
  nChanged 1
		SP:Iteration 42Q (195993.520000 sec): 3 clusters
  Score: Raw -2040888.276727 + Penalty 4696.013623 = -2036192.263104
  nChanged 1
		SP:Iteration 43Q (195993.760000 sec): 3 clusters
  Score: Raw -2040888.355699 + Penalty 4696.013623 = -2036192.342076
  nChanged 0
		SP:Iteration 44F (195994.060000 sec): 3 clusters
  Score: Raw -2040888.355699 + Penalty 4696.013623 = -2036192.342076
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 77 (6136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (195994.210000 sec): 2 clusters
  Score: Raw -963004.496136 + Penalty 2163.038229 = -960841.457907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (195994.420000 sec): 3 clusters
  Score: Raw -959907.474499 + Penalty 4326.076458 = -955581.398041
  nChanged 2428
		SP:Iteration 1F (195994.640000 sec): 3 clusters
  Score: Raw -961213.479455 + Penalty 4326.076458 = -956887.402997
  nChanged 454
		SP:Iteration 2F (195994.890000 sec): 3 clusters
  Score: Raw -961465.932648 + Penalty 4326.076458 = -957139.856190
  nChanged 320
		SP:Iteration 3F (195995.080000 sec): 3 clusters
  Score: Raw -961641.852510 + Penalty 4326.076458 = -957315.776052
  nChanged 254
		SP:Iteration 4Q (195995.360000 sec): 3 clusters
  Score: Raw -961765.125257 + Penalty 4326.076458 = -957439.048799
  nChanged 204
		SP:Iteration 5Q (195995.530000 sec): 3 clusters
  Score: Raw -961852.256680 + Penalty 4326.076458 = -957526.180222
  nChanged 168
		SP:Iteration 6Q (195995.800000 sec): 3 clusters
  Score: Raw -961928.913155 + Penalty 4326.076458 = -957602.836697
  nChanged 150
		SP:Iteration 7Q (195996.050000 sec): 3 clusters
  Score: Raw -961992.242241 + Penalty 4326.076458 = -957666.165783
  nChanged 130
		SP:Iteration 8Q (195996.150000 sec): 3 clusters
  Score: Raw -962048.906902 + Penalty 4326.076458 = -957722.830444
  nChanged 126
		SP:Iteration 9Q (195996.370000 sec): 3 clusters
  Score: Raw -962109.810053 + Penalty 4326.076458 = -957783.733595
  nChanged 138
		SP:Iteration 10Q (195996.590000 sec): 3 clusters
  Score: Raw -962168.771140 + Penalty 4326.076458 = -957842.694682
  nChanged 115
		SP:Iteration 11Q (195996.800000 sec): 3 clusters
  Score: Raw -962227.769914 + Penalty 4326.076458 = -957901.693456
  nChanged 127
		SP:Iteration 12Q (195997.010000 sec): 3 clusters
  Score: Raw -962300.539969 + Penalty 4326.076458 = -957974.463511
  nChanged 158
		SP:Iteration 13Q (195997.210000 sec): 3 clusters
  Score: Raw -962378.611726 + Penalty 4326.076458 = -958052.535268
  nChanged 148
		SP:Iteration 14Q (195997.420000 sec): 3 clusters
  Score: Raw -962450.702039 + Penalty 4326.076458 = -958124.625581
  nChanged 140
		SP:Iteration 15Q (195997.610000 sec): 3 clusters
  Score: Raw -962525.921703 + Penalty 4326.076458 = -958199.845245
  nChanged 143
		SP:Iteration 16Q (195997.810000 sec): 3 clusters
  Score: Raw -962597.629986 + Penalty 4326.076458 = -958271.553528
  nChanged 132
		SP:Iteration 17Q (195998.030000 sec): 3 clusters
  Score: Raw -962666.908380 + Penalty 4326.076458 = -958340.831922
  nChanged 127
		SP:Iteration 18Q (195998.210000 sec): 3 clusters
  Score: Raw -962728.242005 + Penalty 4326.076458 = -958402.165547
  nChanged 114
		SP:Iteration 19Q (195998.390000 sec): 3 clusters
  Score: Raw -962783.303816 + Penalty 4326.076458 = -958457.227358
  nChanged 116
		SP:Iteration 20F (195998.630000 sec): 3 clusters
  Score: Raw -962835.422149 + Penalty 4326.076458 = -958509.345691
  nChanged 85
		SP:Iteration 21Q (195998.820000 sec): 3 clusters
  Score: Raw -962873.328898 + Penalty 4326.076458 = -958547.252440
  nChanged 78
		SP:Iteration 22Q (195999.060000 sec): 3 clusters
  Score: Raw -962908.561678 + Penalty 4326.076458 = -958582.485220
  nChanged 72
		SP:Iteration 23Q (195999.280000 sec): 3 clusters
  Score: Raw -962944.849468 + Penalty 4326.076458 = -958618.773010
  nChanged 73
		SP:Iteration 24Q (195999.440000 sec): 3 clusters
  Score: Raw -962976.825239 + Penalty 4326.076458 = -958650.748781
  nChanged 63
		SP:Iteration 25Q (195999.610000 sec): 3 clusters
  Score: Raw -963003.092116 + Penalty 4326.076458 = -958677.015658
  nChanged 61
		SP:Iteration 26Q (195999.830000 sec): 3 clusters
  Score: Raw -963026.518362 + Penalty 4326.076458 = -958700.441904
  nChanged 56
		SP:Iteration 27Q (196000.050000 sec): 3 clusters
  Score: Raw -963049.481304 + Penalty 4326.076458 = -958723.404846
  nChanged 48
		SP:Iteration 28Q (196000.250000 sec): 3 clusters
  Score: Raw -963068.679702 + Penalty 4326.076458 = -958742.603244
  nChanged 46
		SP:Iteration 29Q (196000.470000 sec): 3 clusters
  Score: Raw -963087.009565 + Penalty 4326.076458 = -958760.933107
  nChanged 46
		SP:Iteration 30Q (196000.650000 sec): 3 clusters
  Score: Raw -963105.301391 + Penalty 4326.076458 = -958779.224933
  nChanged 45
		SP:Iteration 31Q (196000.830000 sec): 3 clusters
  Score: Raw -963122.229109 + Penalty 4326.076458 = -958796.152651
  nChanged 39
		SP:Iteration 32Q (196001.030000 sec): 3 clusters
  Score: Raw -963136.394129 + Penalty 4326.076458 = -958810.317670
  nChanged 32
		SP:Iteration 33Q (196001.210000 sec): 3 clusters
  Score: Raw -963148.379698 + Penalty 4326.076458 = -958822.303240
  nChanged 30
		SP:Iteration 34Q (196001.410000 sec): 3 clusters
  Score: Raw -963163.162683 + Penalty 4326.076458 = -958837.086224
  nChanged 45
		SP:Iteration 35Q (196001.600000 sec): 3 clusters
  Score: Raw -963182.866318 + Penalty 4326.076458 = -958856.789860
  nChanged 47
		SP:Iteration 36Q (196001.790000 sec): 3 clusters
  Score: Raw -963206.257415 + Penalty 4326.076458 = -958880.180957
  nChanged 58
		SP:Iteration 37Q (196001.980000 sec): 3 clusters
  Score: Raw -963234.244941 + Penalty 4326.076458 = -958908.168483
  nChanged 52
		SP:Iteration 38Q (196002.180000 sec): 3 clusters
  Score: Raw -963261.057566 + Penalty 4326.076458 = -958934.981108
  nChanged 63
		SP:Iteration 39Q (196002.370000 sec): 3 clusters
  Score: Raw -963295.361446 + Penalty 4326.076458 = -958969.284988
  nChanged 63
		SP:Iteration 40F (196002.560000 sec): 3 clusters
  Score: Raw -963335.809433 + Penalty 4326.076458 = -959009.732975
  nChanged 84
		SP:Iteration 41Q (196002.750000 sec): 3 clusters
  Score: Raw -963394.365242 + Penalty 4326.076458 = -959068.288784
  nChanged 97
		SP:Iteration 42Q (196002.940000 sec): 3 clusters
  Score: Raw -963478.932503 + Penalty 4326.076458 = -959152.856045
  nChanged 123
		SP:Iteration 43Q (196003.140000 sec): 3 clusters
  Score: Raw -963607.809757 + Penalty 4326.076458 = -959281.733299
  nChanged 142
		SP:Iteration 44Q (196003.330000 sec): 3 clusters
  Score: Raw -963768.429117 + Penalty 4326.076458 = -959442.352658
  nChanged 158
		SP:Iteration 45Q (196003.520000 sec): 3 clusters
  Score: Raw -963979.116502 + Penalty 4326.076458 = -959653.040044
  nChanged 142
		SP:Iteration 46Q (196003.710000 sec): 3 clusters
  Score: Raw -964148.291622 + Penalty 4326.076458 = -959822.215164
  nChanged 123
		SP:Iteration 47Q (196003.910000 sec): 3 clusters
  Score: Raw -964295.331931 + Penalty 4326.076458 = -959969.255473
  nChanged 105
		SP:Iteration 48Q (196004.100000 sec): 3 clusters
  Score: Raw -964438.612167 + Penalty 4326.076458 = -960112.535709
  nChanged 84
		SP:Iteration 49Q (196004.290000 sec): 3 clusters
  Score: Raw -964550.357165 + Penalty 4326.076458 = -960224.280706
  nChanged 50
		SP:Iteration 50Q (196004.490000 sec): 3 clusters
  Score: Raw -964590.473891 + Penalty 4326.076458 = -960264.397433
  nChanged 26
		SP:Iteration 51Q (196004.700000 sec): 3 clusters
  Score: Raw -964605.564463 + Penalty 4326.076458 = -960279.488005
  nChanged 15
		SP:Iteration 52Q (196004.900000 sec): 3 clusters
  Score: Raw -964610.084427 + Penalty 4326.076458 = -960284.007969
  nChanged 9
		SP:Iteration 53Q (196005.100000 sec): 3 clusters
  Score: Raw -964612.095582 + Penalty 4326.076458 = -960286.019124
  nChanged 4
		SP:Iteration 54Q (196005.290000 sec): 3 clusters
  Score: Raw -964613.015908 + Penalty 4326.076458 = -960286.939450
  nChanged 2
		SP:Iteration 55Q (196005.480000 sec): 3 clusters
  Score: Raw -964613.337951 + Penalty 4326.076458 = -960287.261492
  nChanged 0
		SP:Iteration 56F (196005.670000 sec): 3 clusters
  Score: Raw -964635.855853 + Penalty 4326.076458 = -960309.779395
  nChanged 7
		SP:Iteration 57Q (196005.870000 sec): 3 clusters
  Score: Raw -964640.560871 + Penalty 4326.076458 = -960314.484413
  nChanged 6
		SP:Iteration 58Q (196006.060000 sec): 3 clusters
  Score: Raw -964642.388708 + Penalty 4326.076458 = -960316.312250
  nChanged 1
		SP:Iteration 59Q (196006.250000 sec): 3 clusters
  Score: Raw -964642.532035 + Penalty 4326.076458 = -960316.455576
  nChanged 0
		SP:Iteration 60F (196006.430000 sec): 3 clusters
  Score: Raw -964642.532035 + Penalty 4326.076458 = -960316.455576
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 78 (142486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196007.410000 sec): 2 clusters
  Score: Raw -23219907.494597 + Penalty 2943.015759 = -23216964.478838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196008.790000 sec): 3 clusters
  Score: Raw -23127606.297906 + Penalty 5886.031518 = -23121720.266388
  nChanged 67721
		SP:Iteration 1F (196010.160000 sec): 3 clusters
  Score: Raw -23167198.121739 + Penalty 5886.031518 = -23161312.090221
  nChanged 4243
		SP:Iteration 2Q (196011.650000 sec): 3 clusters
  Score: Raw -23168126.103118 + Penalty 5886.031518 = -23162240.071600
  nChanged 4355
		SP:Iteration 3Q (196013.140000 sec): 3 clusters
  Score: Raw -23169236.218717 + Penalty 5886.031518 = -23163350.187199
  nChanged 4814
		SP:Iteration 4Q (196014.670000 sec): 3 clusters
  Score: Raw -23170729.303796 + Penalty 5886.031518 = -23164843.272278
  nChanged 6046
		SP:Iteration 5Q (196015.950000 sec): 3 clusters
  Score: Raw -23173248.185012 + Penalty 5886.031518 = -23167362.153494
  nChanged 8157
		SP:Iteration 6F (196017.160000 sec): 3 clusters
  Score: Raw -23177849.383110 + Penalty 5886.031518 = -23171963.351592
  nChanged 10676
		SP:Iteration 7F (196018.470000 sec): 3 clusters
  Score: Raw -23185644.148185 + Penalty 5886.031518 = -23179758.116667
  nChanged 12406
		SP:Iteration 8F (196019.740000 sec): 3 clusters
  Score: Raw -23196613.726595 + Penalty 5886.031518 = -23190727.695077
  nChanged 11390
		SP:Iteration 9F (196020.850000 sec): 3 clusters
  Score: Raw -23207613.711880 + Penalty 5886.031518 = -23201727.680362
  nChanged 7521
		SP:Iteration 10F (196022.000000 sec): 3 clusters
  Score: Raw -23214965.348188 + Penalty 5886.031518 = -23209079.316670
  nChanged 3629
		SP:Iteration 11Q (196023.180000 sec): 3 clusters
  Score: Raw -23218354.954262 + Penalty 5886.031518 = -23212468.922744
  nChanged 1290
		SP:Iteration 12Q (196024.370000 sec): 3 clusters
  Score: Raw -23219547.936727 + Penalty 5886.031518 = -23213661.905209
  nChanged 377
		SP:Iteration 13Q (196025.530000 sec): 3 clusters
  Score: Raw -23219934.414795 + Penalty 5886.031518 = -23214048.383277
  nChanged 142
		SP:Iteration 14Q (196026.690000 sec): 3 clusters
  Score: Raw -23220085.851416 + Penalty 5886.031518 = -23214199.819898
  nChanged 58
		SP:Iteration 15Q (196027.810000 sec): 3 clusters
  Score: Raw -23220152.263248 + Penalty 5886.031518 = -23214266.231730
  nChanged 39
		SP:Iteration 16Q (196028.910000 sec): 3 clusters
  Score: Raw -23220198.554882 + Penalty 5886.031518 = -23214312.523364
  nChanged 23
		SP:Iteration 17Q (196030.100000 sec): 3 clusters
  Score: Raw -23220226.272710 + Penalty 5886.031518 = -23214340.241192
  nChanged 11
		SP:Iteration 18Q (196031.260000 sec): 3 clusters
  Score: Raw -23220242.375460 + Penalty 5886.031518 = -23214356.343942
  nChanged 9
		SP:Iteration 19Q (196032.460000 sec): 3 clusters
  Score: Raw -23220257.444342 + Penalty 5886.031518 = -23214371.412824
  nChanged 10
		SP:Iteration 20F (196033.680000 sec): 3 clusters
  Score: Raw -23220270.909522 + Penalty 5886.031518 = -23214384.878004
  nChanged 10
		SP:Iteration 21Q (196034.870000 sec): 3 clusters
  Score: Raw -23220282.992903 + Penalty 5886.031518 = -23214396.961385
  nChanged 5
		SP:Iteration 22Q (196036.100000 sec): 3 clusters
  Score: Raw -23220289.219117 + Penalty 5886.031518 = -23214403.187599
  nChanged 1
		SP:Iteration 23Q (196037.210000 sec): 3 clusters
  Score: Raw -23220290.453369 + Penalty 5886.031518 = -23214404.421851
  nChanged 0
		SP:Iteration 24F (196038.370000 sec): 3 clusters
  Score: Raw -23220290.453369 + Penalty 5886.031518 = -23214404.421851
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 79 (21464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196038.640000 sec): 2 clusters
  Score: Raw -3425646.358394 + Penalty 2473.584833 = -3423172.773561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196039.060000 sec): 3 clusters
  Score: Raw -3412996.921140 + Penalty 4947.169666 = -3408049.751473
  nChanged 9589
		SP:Iteration 1F (196039.380000 sec): 3 clusters
  Score: Raw -3418310.454060 + Penalty 4947.169666 = -3413363.284393
  nChanged 1319
		SP:Iteration 2F (196039.770000 sec): 3 clusters
  Score: Raw -3418952.499115 + Penalty 4947.169666 = -3414005.329449
  nChanged 1281
		SP:Iteration 3F (196040.110000 sec): 3 clusters
  Score: Raw -3419689.046553 + Penalty 4947.169666 = -3414741.876887
  nChanged 1297
		SP:Iteration 4F (196040.470000 sec): 3 clusters
  Score: Raw -3420502.366858 + Penalty 4947.169666 = -3415555.197192
  nChanged 1263
		SP:Iteration 5F (196040.810000 sec): 3 clusters
  Score: Raw -3421345.127027 + Penalty 4947.169666 = -3416397.957360
  nChanged 1245
		SP:Iteration 6F (196041.200000 sec): 3 clusters
  Score: Raw -3422206.142366 + Penalty 4947.169666 = -3417258.972699
  nChanged 1180
		SP:Iteration 7F (196041.560000 sec): 3 clusters
  Score: Raw -3422992.088206 + Penalty 4947.169666 = -3418044.918539
  nChanged 1060
		SP:Iteration 8Q (196041.920000 sec): 3 clusters
  Score: Raw -3423627.938019 + Penalty 4947.169666 = -3418680.768353
  nChanged 917
		SP:Iteration 9Q (196042.220000 sec): 3 clusters
  Score: Raw -3424145.709180 + Penalty 4947.169666 = -3419198.539514
  nChanged 746
		SP:Iteration 10Q (196042.550000 sec): 3 clusters
  Score: Raw -3424512.449207 + Penalty 4947.169666 = -3419565.279541
  nChanged 600
		SP:Iteration 11Q (196042.860000 sec): 3 clusters
  Score: Raw -3424761.607356 + Penalty 4947.169666 = -3419814.437690
  nChanged 458
		SP:Iteration 12Q (196043.210000 sec): 3 clusters
  Score: Raw -3424931.761711 + Penalty 4947.169666 = -3419984.592045
  nChanged 378
		SP:Iteration 13Q (196043.600000 sec): 3 clusters
  Score: Raw -3425051.282017 + Penalty 4947.169666 = -3420104.112350
  nChanged 283
		SP:Iteration 14Q (196043.970000 sec): 3 clusters
  Score: Raw -3425129.238810 + Penalty 4947.169666 = -3420182.069143
  nChanged 221
		SP:Iteration 15Q (196044.310000 sec): 3 clusters
  Score: Raw -3425183.062657 + Penalty 4947.169666 = -3420235.892991
  nChanged 186
		SP:Iteration 16Q (196044.710000 sec): 3 clusters
  Score: Raw -3425223.733945 + Penalty 4947.169666 = -3420276.564279
  nChanged 154
		SP:Iteration 17Q (196045.050000 sec): 3 clusters
  Score: Raw -3425254.959870 + Penalty 4947.169666 = -3420307.790204
  nChanged 169
		SP:Iteration 18Q (196045.440000 sec): 3 clusters
  Score: Raw -3425290.751780 + Penalty 4947.169666 = -3420343.582113
  nChanged 170
		SP:Iteration 19Q (196045.810000 sec): 3 clusters
  Score: Raw -3425327.113210 + Penalty 4947.169666 = -3420379.943544
  nChanged 168
		SP:Iteration 20F (196046.130000 sec): 3 clusters
  Score: Raw -3425363.107705 + Penalty 4947.169666 = -3420415.938038
  nChanged 154
		SP:Iteration 21Q (196046.470000 sec): 3 clusters
  Score: Raw -3425397.971288 + Penalty 4947.169666 = -3420450.801621
  nChanged 159
		SP:Iteration 22Q (196046.860000 sec): 3 clusters
  Score: Raw -3425431.194274 + Penalty 4947.169666 = -3420484.024607
  nChanged 133
		SP:Iteration 23Q (196047.140000 sec): 3 clusters
  Score: Raw -3425460.703496 + Penalty 4947.169666 = -3420513.533829
  nChanged 133
		SP:Iteration 24Q (196047.540000 sec): 3 clusters
  Score: Raw -3425485.117053 + Penalty 4947.169666 = -3420537.947386
  nChanged 101
		SP:Iteration 25Q (196047.910000 sec): 3 clusters
  Score: Raw -3425503.425934 + Penalty 4947.169666 = -3420556.256267
  nChanged 105
		SP:Iteration 26Q (196048.170000 sec): 3 clusters
  Score: Raw -3425519.702728 + Penalty 4947.169666 = -3420572.533062
  nChanged 83
		SP:Iteration 27Q (196048.530000 sec): 3 clusters
  Score: Raw -3425531.462484 + Penalty 4947.169666 = -3420584.292817
  nChanged 75
		SP:Iteration 28Q (196048.860000 sec): 3 clusters
  Score: Raw -3425542.389727 + Penalty 4947.169666 = -3420595.220061
  nChanged 79
		SP:Iteration 29Q (196049.170000 sec): 3 clusters
  Score: Raw -3425554.985589 + Penalty 4947.169666 = -3420607.815923
  nChanged 71
		SP:Iteration 30Q (196049.570000 sec): 3 clusters
  Score: Raw -3425565.131591 + Penalty 4947.169666 = -3420617.961924
  nChanged 74
		SP:Iteration 31Q (196049.930000 sec): 3 clusters
  Score: Raw -3425575.249797 + Penalty 4947.169666 = -3420628.080130
  nChanged 63
		SP:Iteration 32Q (196050.290000 sec): 3 clusters
  Score: Raw -3425584.933249 + Penalty 4947.169666 = -3420637.763582
  nChanged 73
		SP:Iteration 33Q (196050.670000 sec): 3 clusters
  Score: Raw -3425596.082462 + Penalty 4947.169666 = -3420648.912796
  nChanged 69
		SP:Iteration 34Q (196051.010000 sec): 3 clusters
  Score: Raw -3425606.220845 + Penalty 4947.169666 = -3420659.051179
  nChanged 72
		SP:Iteration 35Q (196051.410000 sec): 3 clusters
  Score: Raw -3425616.622198 + Penalty 4947.169666 = -3420669.452532
  nChanged 68
		SP:Iteration 36Q (196051.810000 sec): 3 clusters
  Score: Raw -3425626.319948 + Penalty 4947.169666 = -3420679.150282
  nChanged 62
		SP:Iteration 37Q (196052.220000 sec): 3 clusters
  Score: Raw -3425635.224337 + Penalty 4947.169666 = -3420688.054671
  nChanged 66
		SP:Iteration 38Q (196052.550000 sec): 3 clusters
  Score: Raw -3425643.392467 + Penalty 4947.169666 = -3420696.222801
  nChanged 54
		SP:Iteration 39Q (196052.880000 sec): 3 clusters
  Score: Raw -3425650.163025 + Penalty 4947.169666 = -3420702.993359
  nChanged 51
		SP:Iteration 40F (196053.260000 sec): 3 clusters
  Score: Raw -3425656.264832 + Penalty 4947.169666 = -3420709.095166
  nChanged 52
		SP:Iteration 41Q (196053.610000 sec): 3 clusters
  Score: Raw -3425662.495246 + Penalty 4947.169666 = -3420715.325580
  nChanged 48
		SP:Iteration 42Q (196053.960000 sec): 3 clusters
  Score: Raw -3425668.314586 + Penalty 4947.169666 = -3420721.144920
  nChanged 41
		SP:Iteration 43Q (196054.300000 sec): 3 clusters
  Score: Raw -3425674.829677 + Penalty 4947.169666 = -3420727.660011
  nChanged 52
		SP:Iteration 44Q (196054.670000 sec): 3 clusters
  Score: Raw -3425683.888356 + Penalty 4947.169666 = -3420736.718689
  nChanged 55
		SP:Iteration 45Q (196055.040000 sec): 3 clusters
  Score: Raw -3425691.575387 + Penalty 4947.169666 = -3420744.405720
  nChanged 54
		SP:Iteration 46Q (196055.410000 sec): 3 clusters
  Score: Raw -3425700.934598 + Penalty 4947.169666 = -3420753.764931
  nChanged 60
		SP:Iteration 47Q (196055.730000 sec): 3 clusters
  Score: Raw -3425710.877546 + Penalty 4947.169666 = -3420763.707880
  nChanged 55
		SP:Iteration 48Q (196056.130000 sec): 3 clusters
  Score: Raw -3425719.143319 + Penalty 4947.169666 = -3420771.973653
  nChanged 55
		SP:Iteration 49Q (196056.570000 sec): 3 clusters
  Score: Raw -3425727.053014 + Penalty 4947.169666 = -3420779.883347
  nChanged 56
		SP:Iteration 50Q (196056.870000 sec): 3 clusters
  Score: Raw -3425734.461289 + Penalty 4947.169666 = -3420787.291623
  nChanged 57
		SP:Iteration 51Q (196057.230000 sec): 3 clusters
  Score: Raw -3425742.278430 + Penalty 4947.169666 = -3420795.108763
  nChanged 62
		SP:Iteration 52Q (196057.550000 sec): 3 clusters
  Score: Raw -3425749.823466 + Penalty 4947.169666 = -3420802.653799
  nChanged 50
		SP:Iteration 53Q (196057.930000 sec): 3 clusters
  Score: Raw -3425757.847854 + Penalty 4947.169666 = -3420810.678187
  nChanged 73
		SP:Iteration 54Q (196058.240000 sec): 3 clusters
  Score: Raw -3425768.549675 + Penalty 4947.169666 = -3420821.380009
  nChanged 65
		SP:Iteration 55Q (196058.570000 sec): 3 clusters
  Score: Raw -3425779.672877 + Penalty 4947.169666 = -3420832.503210
  nChanged 74
		SP:Iteration 56Q (196058.930000 sec): 3 clusters
  Score: Raw -3425794.014673 + Penalty 4947.169666 = -3420846.845007
  nChanged 79
		SP:Iteration 57Q (196059.240000 sec): 3 clusters
  Score: Raw -3425807.951181 + Penalty 4947.169666 = -3420860.781514
  nChanged 77
		SP:Iteration 58Q (196059.600000 sec): 3 clusters
  Score: Raw -3425821.108535 + Penalty 4947.169666 = -3420873.938868
  nChanged 77
		SP:Iteration 59Q (196059.910000 sec): 3 clusters
  Score: Raw -3425836.211467 + Penalty 4947.169666 = -3420889.041800
  nChanged 82
		SP:Iteration 60F (196060.210000 sec): 3 clusters
  Score: Raw -3425853.339747 + Penalty 4947.169666 = -3420906.170080
  nChanged 100
		SP:Iteration 61Q (196060.590000 sec): 3 clusters
  Score: Raw -3425875.132464 + Penalty 4947.169666 = -3420927.962798
  nChanged 88
		SP:Iteration 62Q (196060.950000 sec): 3 clusters
  Score: Raw -3425896.541844 + Penalty 4947.169666 = -3420949.372178
  nChanged 94
		SP:Iteration 63Q (196061.230000 sec): 3 clusters
  Score: Raw -3425922.276341 + Penalty 4947.169666 = -3420975.106674
  nChanged 117
		SP:Iteration 64Q (196061.580000 sec): 3 clusters
  Score: Raw -3425955.885166 + Penalty 4947.169666 = -3421008.715499
  nChanged 125
		SP:Iteration 65Q (196061.930000 sec): 3 clusters
  Score: Raw -3425990.624646 + Penalty 4947.169666 = -3421043.454979
  nChanged 118
		SP:Iteration 66Q (196062.280000 sec): 3 clusters
  Score: Raw -3426023.370278 + Penalty 4947.169666 = -3421076.200612
  nChanged 136
		SP:Iteration 67Q (196062.580000 sec): 3 clusters
  Score: Raw -3426065.750147 + Penalty 4947.169666 = -3421118.580481
  nChanged 147
		SP:Iteration 68Q (196062.870000 sec): 3 clusters
  Score: Raw -3426105.616686 + Penalty 4947.169666 = -3421158.447019
  nChanged 124
		SP:Iteration 69Q (196063.160000 sec): 3 clusters
  Score: Raw -3426136.664034 + Penalty 4947.169666 = -3421189.494367
  nChanged 107
		SP:Iteration 70Q (196063.520000 sec): 3 clusters
  Score: Raw -3426162.420901 + Penalty 4947.169666 = -3421215.251234
  nChanged 93
		SP:Iteration 71Q (196063.820000 sec): 3 clusters
  Score: Raw -3426182.392795 + Penalty 4947.169666 = -3421235.223128
  nChanged 84
		SP:Iteration 72Q (196064.150000 sec): 3 clusters
  Score: Raw -3426200.319738 + Penalty 4947.169666 = -3421253.150071
  nChanged 81
		SP:Iteration 73Q (196064.400000 sec): 3 clusters
  Score: Raw -3426217.742205 + Penalty 4947.169666 = -3421270.572539
  nChanged 84
		SP:Iteration 74Q (196064.720000 sec): 3 clusters
  Score: Raw -3426233.517184 + Penalty 4947.169666 = -3421286.347517
  nChanged 67
		SP:Iteration 75Q (196064.990000 sec): 3 clusters
  Score: Raw -3426244.345460 + Penalty 4947.169666 = -3421297.175793
  nChanged 49
		SP:Iteration 76Q (196065.300000 sec): 3 clusters
  Score: Raw -3426252.317310 + Penalty 4947.169666 = -3421305.147644
  nChanged 53
		SP:Iteration 77Q (196065.650000 sec): 3 clusters
  Score: Raw -3426260.815359 + Penalty 4947.169666 = -3421313.645693
  nChanged 47
		SP:Iteration 78Q (196065.990000 sec): 3 clusters
  Score: Raw -3426267.823517 + Penalty 4947.169666 = -3421320.653851
  nChanged 44
		SP:Iteration 79Q (196066.360000 sec): 3 clusters
  Score: Raw -3426273.770868 + Penalty 4947.169666 = -3421326.601201
  nChanged 40
		SP:Iteration 80F (196066.730000 sec): 3 clusters
  Score: Raw -3426278.945709 + Penalty 4947.169666 = -3421331.776042
  nChanged 43
		SP:Iteration 81Q (196067.070000 sec): 3 clusters
  Score: Raw -3426285.345858 + Penalty 4947.169666 = -3421338.176191
  nChanged 37
		SP:Iteration 82Q (196067.380000 sec): 3 clusters
  Score: Raw -3426290.058241 + Penalty 4947.169666 = -3421342.888575
  nChanged 44
		SP:Iteration 83Q (196067.770000 sec): 3 clusters
  Score: Raw -3426296.030282 + Penalty 4947.169666 = -3421348.860616
  nChanged 40
		SP:Iteration 84Q (196068.170000 sec): 3 clusters
  Score: Raw -3426301.382214 + Penalty 4947.169666 = -3421354.212548
  nChanged 42
		SP:Iteration 85Q (196068.530000 sec): 3 clusters
  Score: Raw -3426308.535001 + Penalty 4947.169666 = -3421361.365335
  nChanged 53
		SP:Iteration 86Q (196068.890000 sec): 3 clusters
  Score: Raw -3426317.364157 + Penalty 4947.169666 = -3421370.194491
  nChanged 46
		SP:Iteration 87Q (196069.200000 sec): 3 clusters
  Score: Raw -3426324.619401 + Penalty 4947.169666 = -3421377.449735
  nChanged 35
		SP:Iteration 88Q (196069.590000 sec): 3 clusters
  Score: Raw -3426329.347404 + Penalty 4947.169666 = -3421382.177737
  nChanged 26
		SP:Iteration 89Q (196069.990000 sec): 3 clusters
  Score: Raw -3426333.364452 + Penalty 4947.169666 = -3421386.194786
  nChanged 40
		SP:Iteration 90Q (196070.350000 sec): 3 clusters
  Score: Raw -3426339.041091 + Penalty 4947.169666 = -3421391.871424
  nChanged 33
		SP:Iteration 91Q (196070.660000 sec): 3 clusters
  Score: Raw -3426343.413239 + Penalty 4947.169666 = -3421396.243573
  nChanged 34
		SP:Iteration 92Q (196070.990000 sec): 3 clusters
  Score: Raw -3426347.372068 + Penalty 4947.169666 = -3421400.202402
  nChanged 23
		SP:Iteration 93Q (196071.370000 sec): 3 clusters
  Score: Raw -3426350.469337 + Penalty 4947.169666 = -3421403.299671
  nChanged 30
		SP:Iteration 94Q (196071.670000 sec): 3 clusters
  Score: Raw -3426354.066943 + Penalty 4947.169666 = -3421406.897276
  nChanged 37
		SP:Iteration 95Q (196072.030000 sec): 3 clusters
  Score: Raw -3426358.679711 + Penalty 4947.169666 = -3421411.510045
  nChanged 34
		SP:Iteration 96Q (196072.400000 sec): 3 clusters
  Score: Raw -3426362.905772 + Penalty 4947.169666 = -3421415.736106
  nChanged 31
		SP:Iteration 97Q (196072.730000 sec): 3 clusters
  Score: Raw -3426367.010737 + Penalty 4947.169666 = -3421419.841071
  nChanged 30
		SP:Iteration 98Q (196073.060000 sec): 3 clusters
  Score: Raw -3426371.254491 + Penalty 4947.169666 = -3421424.084824
  nChanged 30
		SP:Iteration 99Q (196073.410000 sec): 3 clusters
  Score: Raw -3426374.705145 + Penalty 4947.169666 = -3421427.535479
  nChanged 20
		SP:Iteration 100F (196073.720000 sec): 3 clusters
  Score: Raw -3426377.270045 + Penalty 4947.169666 = -3421430.100378
  nChanged 20
		SP:Iteration 101Q (196074.040000 sec): 3 clusters
  Score: Raw -3426379.927079 + Penalty 4947.169666 = -3421432.757412
  nChanged 24
		SP:Iteration 102Q (196074.400000 sec): 3 clusters
  Score: Raw -3426382.460784 + Penalty 4947.169666 = -3421435.291118
  nChanged 22
		SP:Iteration 103Q (196074.680000 sec): 3 clusters
  Score: Raw -3426385.679374 + Penalty 4947.169666 = -3421438.509708
  nChanged 22
		SP:Iteration 104Q (196074.980000 sec): 3 clusters
  Score: Raw -3426389.373240 + Penalty 4947.169666 = -3421442.203573
  nChanged 28
		SP:Iteration 105Q (196075.300000 sec): 3 clusters
  Score: Raw -3426393.203386 + Penalty 4947.169666 = -3421446.033720
  nChanged 32
		SP:Iteration 106Q (196075.660000 sec): 3 clusters
  Score: Raw -3426398.045231 + Penalty 4947.169666 = -3421450.875564
  nChanged 31
		SP:Iteration 107Q (196076.130000 sec): 3 clusters
  Score: Raw -3426402.817086 + Penalty 4947.169666 = -3421455.647420
  nChanged 29
		SP:Iteration 108Q (196076.500000 sec): 3 clusters
  Score: Raw -3426407.605039 + Penalty 4947.169666 = -3421460.435372
  nChanged 26
		SP:Iteration 109Q (196076.860000 sec): 3 clusters
  Score: Raw -3426411.056442 + Penalty 4947.169666 = -3421463.886776
  nChanged 27
		SP:Iteration 110Q (196077.220000 sec): 3 clusters
  Score: Raw -3426415.114924 + Penalty 4947.169666 = -3421467.945257
  nChanged 26
		SP:Iteration 111Q (196077.580000 sec): 3 clusters
  Score: Raw -3426418.461050 + Penalty 4947.169666 = -3421471.291383
  nChanged 25
		SP:Iteration 112Q (196077.950000 sec): 3 clusters
  Score: Raw -3426421.487509 + Penalty 4947.169666 = -3421474.317843
  nChanged 15
		SP:Iteration 113Q (196078.270000 sec): 3 clusters
  Score: Raw -3426423.322463 + Penalty 4947.169666 = -3421476.152797
  nChanged 14
		SP:Iteration 114Q (196078.630000 sec): 3 clusters
  Score: Raw -3426424.954601 + Penalty 4947.169666 = -3421477.784935
  nChanged 10
		SP:Iteration 115Q (196078.980000 sec): 3 clusters
  Score: Raw -3426425.882746 + Penalty 4947.169666 = -3421478.713079
  nChanged 15
		SP:Iteration 116Q (196079.270000 sec): 3 clusters
  Score: Raw -3426427.127778 + Penalty 4947.169666 = -3421479.958111
  nChanged 16
		SP:Iteration 117Q (196079.590000 sec): 3 clusters
  Score: Raw -3426428.814085 + Penalty 4947.169666 = -3421481.644418
  nChanged 13
		SP:Iteration 118Q (196079.940000 sec): 3 clusters
  Score: Raw -3426430.071110 + Penalty 4947.169666 = -3421482.901444
  nChanged 15
		SP:Iteration 119Q (196080.320000 sec): 3 clusters
  Score: Raw -3426431.686459 + Penalty 4947.169666 = -3421484.516792
  nChanged 19
		SP:Iteration 120F (196080.640000 sec): 3 clusters
  Score: Raw -3426433.504384 + Penalty 4947.169666 = -3421486.334717
  nChanged 13
		SP:Iteration 121Q (196080.970000 sec): 3 clusters
  Score: Raw -3426435.316306 + Penalty 4947.169666 = -3421488.146640
  nChanged 20
		SP:Iteration 122Q (196081.220000 sec): 3 clusters
  Score: Raw -3426437.843483 + Penalty 4947.169666 = -3421490.673817
  nChanged 16
		SP:Iteration 123Q (196081.550000 sec): 3 clusters
  Score: Raw -3426439.195859 + Penalty 4947.169666 = -3421492.026192
  nChanged 13
		SP:Iteration 124Q (196081.870000 sec): 3 clusters
  Score: Raw -3426440.389465 + Penalty 4947.169666 = -3421493.219798
  nChanged 15
		SP:Iteration 125Q (196082.190000 sec): 3 clusters
  Score: Raw -3426441.830648 + Penalty 4947.169666 = -3421494.660981
  nChanged 19
		SP:Iteration 126Q (196082.560000 sec): 3 clusters
  Score: Raw -3426443.919796 + Penalty 4947.169666 = -3421496.750129
  nChanged 13
		SP:Iteration 127Q (196082.920000 sec): 3 clusters
  Score: Raw -3426445.520858 + Penalty 4947.169666 = -3421498.351192
  nChanged 14
		SP:Iteration 128Q (196083.280000 sec): 3 clusters
  Score: Raw -3426447.002531 + Penalty 4947.169666 = -3421499.832865
  nChanged 10
		SP:Iteration 129Q (196083.640000 sec): 3 clusters
  Score: Raw -3426448.316236 + Penalty 4947.169666 = -3421501.146570
  nChanged 13
		SP:Iteration 130Q (196083.970000 sec): 3 clusters
  Score: Raw -3426449.516161 + Penalty 4947.169666 = -3421502.346494
  nChanged 8
		SP:Iteration 131Q (196084.300000 sec): 3 clusters
  Score: Raw -3426450.401539 + Penalty 4947.169666 = -3421503.231873
  nChanged 15
		SP:Iteration 132Q (196084.650000 sec): 3 clusters
  Score: Raw -3426452.502167 + Penalty 4947.169666 = -3421505.332500
  nChanged 17
		SP:Iteration 133Q (196085.010000 sec): 3 clusters
  Score: Raw -3426454.470549 + Penalty 4947.169666 = -3421507.300882
  nChanged 13
		SP:Iteration 134Q (196085.330000 sec): 3 clusters
  Score: Raw -3426456.079930 + Penalty 4947.169666 = -3421508.910263
  nChanged 16
		SP:Iteration 135Q (196085.710000 sec): 3 clusters
  Score: Raw -3426458.055843 + Penalty 4947.169666 = -3421510.886176
  nChanged 10
		SP:Iteration 136Q (196086.040000 sec): 3 clusters
  Score: Raw -3426459.178841 + Penalty 4947.169666 = -3421512.009174
  nChanged 14
		SP:Iteration 137Q (196086.420000 sec): 3 clusters
  Score: Raw -3426461.122321 + Penalty 4947.169666 = -3421513.952654
  nChanged 15
		SP:Iteration 138Q (196086.820000 sec): 3 clusters
  Score: Raw -3426463.240785 + Penalty 4947.169666 = -3421516.071118
  nChanged 13
		SP:Iteration 139Q (196087.220000 sec): 3 clusters
  Score: Raw -3426465.311369 + Penalty 4947.169666 = -3421518.141702
  nChanged 16
		SP:Iteration 140F (196087.570000 sec): 3 clusters
  Score: Raw -3426467.179816 + Penalty 4947.169666 = -3421520.010149
  nChanged 16
		SP:Iteration 141Q (196087.950000 sec): 3 clusters
  Score: Raw -3426469.480293 + Penalty 4947.169666 = -3421522.310627
  nChanged 23
		SP:Iteration 142Q (196088.240000 sec): 3 clusters
  Score: Raw -3426472.561483 + Penalty 4947.169666 = -3421525.391816
  nChanged 19
		SP:Iteration 143Q (196088.550000 sec): 3 clusters
  Score: Raw -3426474.817126 + Penalty 4947.169666 = -3421527.647460
  nChanged 22
		SP:Iteration 144Q (196088.950000 sec): 3 clusters
  Score: Raw -3426477.449725 + Penalty 4947.169666 = -3421530.280059
  nChanged 22
		SP:Iteration 145Q (196089.310000 sec): 3 clusters
  Score: Raw -3426480.215169 + Penalty 4947.169666 = -3421533.045503
  nChanged 21
		SP:Iteration 146Q (196089.700000 sec): 3 clusters
  Score: Raw -3426483.694435 + Penalty 4947.169666 = -3421536.524768
  nChanged 27
		SP:Iteration 147Q (196090.020000 sec): 3 clusters
  Score: Raw -3426488.283101 + Penalty 4947.169666 = -3421541.113434
  nChanged 33
		SP:Iteration 148Q (196090.330000 sec): 3 clusters
  Score: Raw -3426492.995999 + Penalty 4947.169666 = -3421545.826332
  nChanged 21
		SP:Iteration 149Q (196090.690000 sec): 3 clusters
  Score: Raw -3426496.001742 + Penalty 4947.169666 = -3421548.832075
  nChanged 25
		SP:Iteration 150Q (196091.050000 sec): 3 clusters
  Score: Raw -3426499.423338 + Penalty 4947.169666 = -3421552.253672
  nChanged 23
		SP:Iteration 151Q (196091.350000 sec): 3 clusters
  Score: Raw -3426502.646871 + Penalty 4947.169666 = -3421555.477205
  nChanged 24
		SP:Iteration 152Q (196091.730000 sec): 3 clusters
  Score: Raw -3426506.268164 + Penalty 4947.169666 = -3421559.098497
  nChanged 27
		SP:Iteration 153Q (196092.050000 sec): 3 clusters
  Score: Raw -3426510.161511 + Penalty 4947.169666 = -3421562.991845
  nChanged 15
		SP:Iteration 154Q (196092.390000 sec): 3 clusters
  Score: Raw -3426512.430233 + Penalty 4947.169666 = -3421565.260567
  nChanged 14
		SP:Iteration 155Q (196092.770000 sec): 3 clusters
  Score: Raw -3426514.183086 + Penalty 4947.169666 = -3421567.013419
  nChanged 12
		SP:Iteration 156Q (196093.120000 sec): 3 clusters
  Score: Raw -3426515.557505 + Penalty 4947.169666 = -3421568.387839
  nChanged 13
		SP:Iteration 157Q (196093.410000 sec): 3 clusters
  Score: Raw -3426517.198949 + Penalty 4947.169666 = -3421570.029283
  nChanged 16
		SP:Iteration 158Q (196093.790000 sec): 3 clusters
  Score: Raw -3426519.132269 + Penalty 4947.169666 = -3421571.962602
  nChanged 14
		SP:Iteration 159Q (196094.150000 sec): 3 clusters
  Score: Raw -3426520.487423 + Penalty 4947.169666 = -3421573.317757
  nChanged 14
		SP:Iteration 160F (196094.500000 sec): 3 clusters
  Score: Raw -3426522.103116 + Penalty 4947.169666 = -3421574.933450
  nChanged 13
		SP:Iteration 161Q (196094.900000 sec): 3 clusters
  Score: Raw -3426523.727566 + Penalty 4947.169666 = -3421576.557899
  nChanged 14
		SP:Iteration 162Q (196095.220000 sec): 3 clusters
  Score: Raw -3426525.209653 + Penalty 4947.169666 = -3421578.039986
  nChanged 12
		SP:Iteration 163Q (196095.600000 sec): 3 clusters
  Score: Raw -3426526.425857 + Penalty 4947.169666 = -3421579.256190
  nChanged 10
		SP:Iteration 164Q (196096.000000 sec): 3 clusters
  Score: Raw -3426527.734732 + Penalty 4947.169666 = -3421580.565066
  nChanged 12
		SP:Iteration 165Q (196096.290000 sec): 3 clusters
  Score: Raw -3426529.548265 + Penalty 4947.169666 = -3421582.378599
  nChanged 11
		SP:Iteration 166Q (196096.650000 sec): 3 clusters
  Score: Raw -3426530.601244 + Penalty 4947.169666 = -3421583.431578
  nChanged 9
		SP:Iteration 167Q (196096.950000 sec): 3 clusters
  Score: Raw -3426531.376086 + Penalty 4947.169666 = -3421584.206419
  nChanged 11
		SP:Iteration 168Q (196097.330000 sec): 3 clusters
  Score: Raw -3426532.325438 + Penalty 4947.169666 = -3421585.155771
  nChanged 9
		SP:Iteration 169Q (196097.670000 sec): 3 clusters
  Score: Raw -3426533.391610 + Penalty 4947.169666 = -3421586.221944
  nChanged 8
		SP:Iteration 170Q (196098.020000 sec): 3 clusters
  Score: Raw -3426534.077247 + Penalty 4947.169666 = -3421586.907581
  nChanged 7
		SP:Iteration 171Q (196098.420000 sec): 3 clusters
  Score: Raw -3426534.903013 + Penalty 4947.169666 = -3421587.733346
  nChanged 9
		SP:Iteration 172Q (196098.760000 sec): 3 clusters
  Score: Raw -3426536.062748 + Penalty 4947.169666 = -3421588.893081
  nChanged 7
		SP:Iteration 173Q (196099.120000 sec): 3 clusters
  Score: Raw -3426536.865540 + Penalty 4947.169666 = -3421589.695873
  nChanged 6
		SP:Iteration 174Q (196099.450000 sec): 3 clusters
  Score: Raw -3426537.502069 + Penalty 4947.169666 = -3421590.332403
  nChanged 8
		SP:Iteration 175Q (196099.790000 sec): 3 clusters
  Score: Raw -3426538.337746 + Penalty 4947.169666 = -3421591.168080
  nChanged 8
		SP:Iteration 176Q (196100.120000 sec): 3 clusters
  Score: Raw -3426539.210684 + Penalty 4947.169666 = -3421592.041017
  nChanged 4
		SP:Iteration 177Q (196100.440000 sec): 3 clusters
  Score: Raw -3426539.699848 + Penalty 4947.169666 = -3421592.530182
  nChanged 3
		SP:Iteration 178Q (196100.760000 sec): 3 clusters
  Score: Raw -3426539.977299 + Penalty 4947.169666 = -3421592.807633
  nChanged 2
		SP:Iteration 179Q (196101.080000 sec): 3 clusters
  Score: Raw -3426540.226187 + Penalty 4947.169666 = -3421593.056521
  nChanged 3
		SP:Iteration 180F (196101.400000 sec): 3 clusters
  Score: Raw -3426540.510854 + Penalty 4947.169666 = -3421593.341187
  nChanged 1
		SP:Iteration 181Q (196101.720000 sec): 3 clusters
  Score: Raw -3426540.592241 + Penalty 4947.169666 = -3421593.422575
  nChanged 0
		SP:Iteration 182F (196102.040000 sec): 3 clusters
  Score: Raw -3426540.592241 + Penalty 4947.169666 = -3421593.422575
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 80 (3633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196102.140000 sec): 2 clusters
  Score: Raw -569620.828669 + Penalty 2033.057880 = -567587.770789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196102.320000 sec): 3 clusters
  Score: Raw -568045.164286 + Penalty 4066.115760 = -563979.048526
  nChanged 1341
		SP:Iteration 1F (196102.490000 sec): 3 clusters
  Score: Raw -568859.206381 + Penalty 4066.115760 = -564793.090621
  nChanged 286
		SP:Iteration 2F (196102.670000 sec): 3 clusters
  Score: Raw -569066.422547 + Penalty 4066.115760 = -565000.306787
  nChanged 192
		SP:Iteration 3F (196102.840000 sec): 3 clusters
  Score: Raw -569191.670408 + Penalty 4066.115760 = -565125.554648
  nChanged 125
		SP:Iteration 4Q (196103.020000 sec): 3 clusters
  Score: Raw -569269.745986 + Penalty 4066.115760 = -565203.630227
  nChanged 111
		SP:Iteration 5Q (196103.190000 sec): 3 clusters
  Score: Raw -569336.825930 + Penalty 4066.115760 = -565270.710170
  nChanged 94
		SP:Iteration 6Q (196103.360000 sec): 3 clusters
  Score: Raw -569388.111568 + Penalty 4066.115760 = -565321.995808
  nChanged 81
		SP:Iteration 7Q (196103.580000 sec): 3 clusters
  Score: Raw -569426.117242 + Penalty 4066.115760 = -565360.001482
  nChanged 58
		SP:Iteration 8Q (196103.750000 sec): 3 clusters
  Score: Raw -569453.991990 + Penalty 4066.115760 = -565387.876230
  nChanged 63
		SP:Iteration 9Q (196103.920000 sec): 3 clusters
  Score: Raw -569488.536037 + Penalty 4066.115760 = -565422.420277
  nChanged 70
		SP:Iteration 10Q (196104.100000 sec): 3 clusters
  Score: Raw -569531.691451 + Penalty 4066.115760 = -565465.575691
  nChanged 76
		SP:Iteration 11Q (196104.270000 sec): 3 clusters
  Score: Raw -569577.867159 + Penalty 4066.115760 = -565511.751399
  nChanged 81
		SP:Iteration 12Q (196104.440000 sec): 3 clusters
  Score: Raw -569631.115233 + Penalty 4066.115760 = -565564.999473
  nChanged 82
		SP:Iteration 13Q (196104.620000 sec): 3 clusters
  Score: Raw -569685.091549 + Penalty 4066.115760 = -565618.975789
  nChanged 66
		SP:Iteration 14Q (196104.790000 sec): 3 clusters
  Score: Raw -569726.615409 + Penalty 4066.115760 = -565660.499649
  nChanged 76
		SP:Iteration 15Q (196104.970000 sec): 3 clusters
  Score: Raw -569774.494951 + Penalty 4066.115760 = -565708.379191
  nChanged 65
		SP:Iteration 16Q (196105.140000 sec): 3 clusters
  Score: Raw -569818.294834 + Penalty 4066.115760 = -565752.179074
  nChanged 55
		SP:Iteration 17Q (196105.320000 sec): 3 clusters
  Score: Raw -569861.830904 + Penalty 4066.115760 = -565795.715144
  nChanged 47
		SP:Iteration 18Q (196105.490000 sec): 3 clusters
  Score: Raw -569902.961798 + Penalty 4066.115760 = -565836.846038
  nChanged 37
		SP:Iteration 19Q (196105.660000 sec): 3 clusters
  Score: Raw -569931.104637 + Penalty 4066.115760 = -565864.988877
  nChanged 25
		SP:Iteration 20F (196105.830000 sec): 3 clusters
  Score: Raw -569950.840240 + Penalty 4066.115760 = -565884.724480
  nChanged 25
		SP:Iteration 21Q (196106.010000 sec): 3 clusters
  Score: Raw -569966.560325 + Penalty 4066.115760 = -565900.444565
  nChanged 19
		SP:Iteration 22Q (196106.180000 sec): 3 clusters
  Score: Raw -569982.986112 + Penalty 4066.115760 = -565916.870352
  nChanged 18
		SP:Iteration 23Q (196106.360000 sec): 3 clusters
  Score: Raw -569994.340154 + Penalty 4066.115760 = -565928.224394
  nChanged 14
		SP:Iteration 24Q (196106.530000 sec): 3 clusters
  Score: Raw -570003.774275 + Penalty 4066.115760 = -565937.658516
  nChanged 13
		SP:Iteration 25Q (196106.700000 sec): 3 clusters
  Score: Raw -570014.881199 + Penalty 4066.115760 = -565948.765439
  nChanged 16
		SP:Iteration 26Q (196106.880000 sec): 3 clusters
  Score: Raw -570028.560956 + Penalty 4066.115760 = -565962.445196
  nChanged 11
		SP:Iteration 27Q (196107.050000 sec): 3 clusters
  Score: Raw -570037.097749 + Penalty 4066.115760 = -565970.981989
  nChanged 10
		SP:Iteration 28Q (196107.230000 sec): 3 clusters
  Score: Raw -570047.121860 + Penalty 4066.115760 = -565981.006100
  nChanged 10
		SP:Iteration 29Q (196107.400000 sec): 3 clusters
  Score: Raw -570055.961844 + Penalty 4066.115760 = -565989.846084
  nChanged 6
		SP:Iteration 30Q (196107.580000 sec): 3 clusters
  Score: Raw -570062.551446 + Penalty 4066.115760 = -565996.435686
  nChanged 15
		SP:Iteration 31Q (196107.750000 sec): 3 clusters
  Score: Raw -570076.537639 + Penalty 4066.115760 = -566010.421879
  nChanged 14
		SP:Iteration 32Q (196107.920000 sec): 3 clusters
  Score: Raw -570090.592786 + Penalty 4066.115760 = -566024.477026
  nChanged 19
		SP:Iteration 33Q (196108.100000 sec): 3 clusters
  Score: Raw -570104.396784 + Penalty 4066.115760 = -566038.281024
  nChanged 11
		SP:Iteration 34Q (196108.270000 sec): 3 clusters
  Score: Raw -570110.767189 + Penalty 4066.115760 = -566044.651429
  nChanged 8
		SP:Iteration 35Q (196108.440000 sec): 3 clusters
  Score: Raw -570117.462157 + Penalty 4066.115760 = -566051.346397
  nChanged 8
		SP:Iteration 36Q (196108.620000 sec): 3 clusters
  Score: Raw -570122.607365 + Penalty 4066.115760 = -566056.491605
  nChanged 5
		SP:Iteration 37Q (196108.790000 sec): 3 clusters
  Score: Raw -570125.938893 + Penalty 4066.115760 = -566059.823133
  nChanged 2
		SP:Iteration 38Q (196108.960000 sec): 3 clusters
  Score: Raw -570127.914415 + Penalty 4066.115760 = -566061.798655
  nChanged 3
		SP:Iteration 39Q (196109.130000 sec): 3 clusters
  Score: Raw -570131.035122 + Penalty 4066.115760 = -566064.919362
  nChanged 5
		SP:Iteration 40F (196109.300000 sec): 3 clusters
  Score: Raw -570136.432709 + Penalty 4066.115760 = -566070.316949
  nChanged 7
		SP:Iteration 41Q (196109.470000 sec): 3 clusters
  Score: Raw -570139.893820 + Penalty 4066.115760 = -566073.778060
  nChanged 4
		SP:Iteration 42Q (196109.640000 sec): 3 clusters
  Score: Raw -570142.845173 + Penalty 4066.115760 = -566076.729413
  nChanged 2
		SP:Iteration 43Q (196109.820000 sec): 3 clusters
  Score: Raw -570144.029600 + Penalty 4066.115760 = -566077.913840
  nChanged 2
		SP:Iteration 44Q (196109.990000 sec): 3 clusters
  Score: Raw -570145.623495 + Penalty 4066.115760 = -566079.507735
  nChanged 1
		SP:Iteration 45Q (196110.160000 sec): 3 clusters
  Score: Raw -570146.107362 + Penalty 4066.115760 = -566079.991603
  nChanged 1
		SP:Iteration 46Q (196110.330000 sec): 3 clusters
  Score: Raw -570146.350741 + Penalty 4066.115760 = -566080.234981
  nChanged 0
		SP:Iteration 47F (196110.500000 sec): 3 clusters
  Score: Raw -570146.350741 + Penalty 4066.115760 = -566080.234981
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.01 GB.

 Trying to split cluster 81 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196110.560000 sec): 2 clusters
  Score: Raw -25224.866230 + Penalty 1326.082668 = -23898.783563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196110.730000 sec): 3 clusters
  Score: Raw -25693.346143 + Penalty 2652.165335 = -23041.180808
  nChanged 41
		SP:Iteration 1F (196110.910000 sec): 3 clusters
  Score: Raw -25958.129050 + Penalty 2652.165335 = -23305.963715
  nChanged 11
		SP:Iteration 2F (196111.080000 sec): 3 clusters
  Score: Raw -26088.974816 + Penalty 2652.165335 = -23436.809480
  nChanged 8
		SP:Iteration 3Q (196111.260000 sec): 3 clusters
  Score: Raw -26132.984475 + Penalty 2652.165335 = -23480.819140
  nChanged 5
		SP:Iteration 4Q (196111.440000 sec): 3 clusters
  Score: Raw -26160.866950 + Penalty 2652.165335 = -23508.701615
  nChanged 1
		SP:Iteration 5Q (196111.610000 sec): 3 clusters
  Score: Raw -26167.881641 + Penalty 2652.165335 = -23515.716305
  nChanged 0
		SP:Iteration 6F (196111.790000 sec): 3 clusters
  Score: Raw -26167.881641 + Penalty 2652.165335 = -23515.716305
  nChanged 0
------ Evaluating fit on full set of 5617581 points ------
  Score: Raw -867591994.514064 + Penalty 312195.878273 = -867279798.635791
Time taken for this iteration:101121.790000 seconds.
 21->82 Clusters: Score -867279798.635791, best is -867278944.115659
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 78258 (time per iteration =446.605915 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 3561136048800.000000 (time per metric unit =9.814420ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 106834081464000.000000 (time per metric unit=327.147341ps)

That took 34950.485710 seconds.
